| ofs | hex dump | ascii | 
|---|
| 0000 |  7f 45 4c 46 02 01 01 00 00 00 00 00 00 00 00 00    03 00 3e 00 01 00 00 00 f0 58 00 00 00 00 00 00  | .ELF..............>......X...... | 
| 0020 |  40 00 00 00 00 00 00 00 f0 66 0b 00 00 00 00 00    00 00 00 00 40 00 38 00 09 00 40 00 1c 00 1b 00  | @........f..........@.8...@..... | 
| 0040 |  01 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0060 |  a0 42 00 00 00 00 00 00 a0 42 00 00 00 00 00 00    00 10 00 00 00 00 00 00 01 00 00 00 05 00 00 00  | .B.......B...................... | 
| 0080 |  00 50 00 00 00 00 00 00 00 50 00 00 00 00 00 00    00 50 00 00 00 00 00 00 1d 3e 05 00 00 00 00 00  | .P.......P.......P.......>...... | 
| 00a0 |  1d 3e 05 00 00 00 00 00 00 10 00 00 00 00 00 00    01 00 00 00 04 00 00 00 00 90 05 00 00 00 00 00  | .>.............................. | 
| 00c0 |  00 90 05 00 00 00 00 00 00 90 05 00 00 00 00 00    b4 03 05 00 00 00 00 00 b4 03 05 00 00 00 00 00  | ................................ | 
| 00e0 |  00 10 00 00 00 00 00 00 01 00 00 00 06 00 00 00    f8 9c 0a 00 00 00 00 00 f8 ac 0a 00 00 00 00 00  | ................................ | 
| 0100 |  f8 ac 0a 00 00 00 00 00 c8 11 00 00 00 00 00 00    30 24 00 00 00 00 00 00 00 10 00 00 00 00 00 00  | ................0$.............. | 
| 0120 |  02 00 00 00 06 00 00 00 20 9d 0a 00 00 00 00 00    20 ad 0a 00 00 00 00 00 20 ad 0a 00 00 00 00 00  | ................................ | 
| 0140 |  d0 01 00 00 00 00 00 00 d0 01 00 00 00 00 00 00    08 00 00 00 00 00 00 00 04 00 00 00 04 00 00 00  | ................................ | 
| 0160 |  38 02 00 00 00 00 00 00 38 02 00 00 00 00 00 00    38 02 00 00 00 00 00 00 24 00 00 00 00 00 00 00  | 8.......8.......8.......$....... | 
| 0180 |  24 00 00 00 00 00 00 00 04 00 00 00 00 00 00 00    50 e5 74 64 04 00 00 00 d0 49 0a 00 00 00 00 00  | $...............P.td.....I...... | 
| 01a0 |  d0 49 0a 00 00 00 00 00 d0 49 0a 00 00 00 00 00    dc 06 00 00 00 00 00 00 dc 06 00 00 00 00 00 00  | .I.......I...................... | 
| 01c0 |  04 00 00 00 00 00 00 00 51 e5 74 64 06 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........Q.td.................... | 
| 01e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 10 00 00 00 00 00 00 00  | ................................ | 
| 0200 |  52 e5 74 64 04 00 00 00 f8 9c 0a 00 00 00 00 00    f8 ac 0a 00 00 00 00 00 f8 ac 0a 00 00 00 00 00  | R.td............................ | 
| 0220 |  08 03 00 00 00 00 00 00 08 03 00 00 00 00 00 00    01 00 00 00 00 00 00 00 04 00 00 00 14 00 00 00  | ................................ | 
| 0240 |  03 00 00 00 47 4e 55 00 36 7f 0e 3d 5b d3 8e 6c    1b f6 e8 cb 3c ea 6a 57 c4 3d 11 41 00 00 00 00  | ....GNU.6..=[..l....<.jW.=.A.... | 
| 0260 |  04 00 00 00 ad 00 00 00 01 00 00 00 06 00 00 00    00 80 00 00 80 04 42 01 ad 00 00 00 00 00 00 00  | ......................B......... | 
| 0280 |  ae 00 00 00 af 00 00 00 b9 8d f1 0e eb d3 ef 0e    67 6c 20 8e 00 00 00 00 00 00 00 00 00 00 00 00  | ................gl.............. | 
| 02a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    bd 06 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 02c0 |  00 00 00 00 00 00 00 00 e1 0a 00 00 12 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 02e0 |  93 03 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 bf 07 00 00 10 00 00 00  | ................................ | 
| 0300 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    f4 00 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0320 |  00 00 00 00 00 00 00 00 f7 01 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0340 |  49 09 00 00 12 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 db 07 00 00 10 00 00 00  | I............................... | 
| 0360 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    13 05 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0380 |  00 00 00 00 00 00 00 00 5f 07 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........_....................... | 
| 03a0 |  1c 00 00 00 20 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 a4 03 00 00 10 00 00 00  | ................................ | 
| 03c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    04 04 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 03e0 |  00 00 00 00 00 00 00 00 8d 08 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0400 |  14 0a 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 82 05 00 00 10 00 00 00  | ................................ | 
| 0420 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    bd 0a 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0440 |  00 00 00 00 00 00 00 00 d3 09 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0460 |  ab 00 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 90 06 00 00 10 00 00 00  | ................................ | 
| 0480 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    0d 0b 00 00 12 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 04a0 |  00 00 00 00 00 00 00 00 8e 02 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 04c0 |  7a 07 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 d2 0a 00 00 12 00 00 00  | z............................... | 
| 04e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    6d 07 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................m............... | 
| 0500 |  00 00 00 00 00 00 00 00 e0 01 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0520 |  9d 08 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 22 04 00 00 10 00 00 00  | ........................"....... | 
| 0540 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    22 07 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................"............... | 
| 0560 |  00 00 00 00 00 00 00 00 b0 08 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0580 |  67 03 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 2e 01 00 00 10 00 00 00  | g............................... | 
| 05a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    e0 02 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 05c0 |  00 00 00 00 00 00 00 00 3c 03 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........<....................... | 
| 05e0 |  b2 05 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 02 0a 00 00 10 00 00 00  | ................................ | 
| 0600 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    b1 03 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0620 |  00 00 00 00 00 00 00 00 0e 09 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0640 |  f7 08 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 ce 04 00 00 10 00 00 00  | ................................ | 
| 0660 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    93 09 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0680 |  00 00 00 00 00 00 00 00 e8 09 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 06a0 |  f7 04 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 06 01 00 00 10 00 00 00  | ................................ | 
| 06c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    4d 08 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................M............... | 
| 06e0 |  00 00 00 00 00 00 00 00 b5 04 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0700 |  11 04 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 73 09 00 00 10 00 00 00  | ........................s....... | 
| 0720 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    04 03 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0740 |  00 00 00 00 00 00 00 00 3a 01 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........:....................... | 
| 0760 |  82 00 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 c7 02 00 00 10 00 00 00  | ................................ | 
| 0780 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    e7 07 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 07a0 |  00 00 00 00 00 00 00 00 1f 0b 00 00 12 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 07c0 |  ed 05 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 eb 06 00 00 10 00 00 00  | ................................ | 
| 07e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    21 02 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................!............... | 
| 0800 |  00 00 00 00 00 00 00 00 e8 0a 00 00 12 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0820 |  ce 0a 00 00 12 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 59 03 00 00 10 00 00 00  | ........................Y....... | 
| 0840 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    9c 06 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0860 |  00 00 00 00 00 00 00 00 d6 0a 00 00 12 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0880 |  1a 0b 00 00 12 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 be 01 00 00 10 00 00 00  | ................................ | 
| 08a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    83 06 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 08c0 |  00 00 00 00 00 00 00 00 16 0b 00 00 12 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 08e0 |  52 0a 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 80 03 00 00 10 00 00 00  | R............................... | 
| 0900 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    d2 08 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0920 |  00 00 00 00 00 00 00 00 1b 09 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0940 |  15 0b 00 00 12 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 2a 08 00 00 10 00 00 00  | ........................*....... | 
| 0960 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    f0 04 00 00 12 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0980 |  00 00 00 00 00 00 00 00 9d 07 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 09a0 |  59 02 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 38 02 00 00 10 00 00 00  | Y.......................8....... | 
| 09c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    33 0a 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................3............... | 
| 09e0 |  00 00 00 00 00 00 00 00 7c 02 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........|....................... | 
| 0a00 |  2d 03 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 41 06 00 00 10 00 00 00  | -.......................A....... | 
| 0a20 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    6f 08 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................o............... | 
| 0a40 |  00 00 00 00 00 00 00 00 d5 03 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0a60 |  01 00 00 00 20 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 dc 0a 00 00 12 00 00 00  | ................................ | 
| 0a80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    58 05 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................X............... | 
| 0aa0 |  00 00 00 00 00 00 00 00 0a 07 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0ac0 |  b5 02 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 72 01 00 00 10 00 00 00  | ........................r....... | 
| 0ae0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    27 01 00 00 12 00 00 00 00 00 00 00 00 00 00 00  | ................'............... | 
| 0b00 |  00 00 00 00 00 00 00 00 01 0b 00 00 12 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0b20 |  9c 0a 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 83 09 00 00 10 00 00 00  | ................................ | 
| 0b40 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    f9 06 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0b60 |  00 00 00 00 00 00 00 00 d7 00 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0b80 |  3a 08 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 64 01 00 00 10 00 00 00  | :.......................d....... | 
| 0ba0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    4e 09 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................N............... | 
| 0bc0 |  00 00 00 00 00 00 00 00 fb 0a 00 00 12 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0be0 |  69 06 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 c1 00 00 00 10 00 00 00  | i............................... | 
| 0c00 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    03 06 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0c20 |  00 00 00 00 00 00 00 00 44 02 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........D....................... | 
| 0c40 |  c7 08 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 f1 0a 00 00 12 00 00 00  | ................................ | 
| 0c60 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    0c 08 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0c80 |  00 00 00 00 00 00 00 00 42 09 00 00 12 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........B....................... | 
| 0ca0 |  61 00 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 fb 07 00 00 10 00 00 00  | a............................... | 
| 0cc0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    e5 03 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0ce0 |  00 00 00 00 00 00 00 00 f5 03 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0d00 |  37 05 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 a7 04 00 00 10 00 00 00  | 7............................... | 
| 0d20 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    70 05 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................p............... | 
| 0d40 |  00 00 00 00 00 00 00 00 c6 03 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0d60 |  f6 0a 00 00 12 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 2c 05 00 00 10 00 00 00  | ........................,....... | 
| 0d80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    ae 07 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0da0 |  00 00 00 00 00 00 00 00 a6 01 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0dc0 |  7f 0a 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 f6 09 00 00 10 00 00 00  | ................................ | 
| 0de0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    9f 00 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0e00 |  00 00 00 00 00 00 00 00 70 00 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........p....................... | 
| 0e20 |  e3 06 00 00 12 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 d2 06 00 00 10 00 00 00  | ................................ | 
| 0e40 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    86 01 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0e60 |  00 00 00 00 00 00 00 00 64 09 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........d....................... | 
| 0e80 |  28 09 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 54 06 00 00 10 00 00 00  | (.......................T....... | 
| 0ea0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    1b 06 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0ec0 |  00 00 00 00 00 00 00 00 ca 07 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0ee0 |  c1 09 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 5f 04 00 00 10 00 00 00  | ........................_....... | 
| 0f00 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    3c 04 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................<............... | 
| 0f20 |  00 00 00 00 00 00 00 00 6a 02 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........j....................... | 
| 0f40 |  50 07 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 41 0a 00 00 10 00 00 00  | P.......................A....... | 
| 0f60 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    0c 02 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0f80 |  00 00 00 00 00 00 00 00 b5 09 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0fa0 |  9e 05 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 23 0a 00 00 10 00 00 00  | ........................#....... | 
| 0fc0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    07 0b 00 00 12 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 0fe0 |  00 00 00 00 00 00 00 00 e6 00 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1000 |  e1 04 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 34 09 00 00 10 00 00 00  | ........................4....... | 
| 1020 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    dc 05 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1040 |  00 00 00 00 00 00 00 00 7a 04 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........z....................... | 
| 1060 |  92 00 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 a0 02 00 00 10 00 00 00  | ................................ | 
| 1080 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    64 05 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................d............... | 
| 10a0 |  00 00 00 00 00 00 00 00 1a 08 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 10c0 |  8b 04 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 f3 02 00 00 10 00 00 00  | ................................ | 
| 10e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    38 00 00 00 20 00 00 00 00 00 00 00 00 00 00 00  | ................8............... | 
| 1100 |  00 00 00 00 00 00 00 00 30 06 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........0....................... | 
| 1120 |  8e 07 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 16 01 00 00 10 00 00 00  | ................................ | 
| 1140 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    ec 0a 00 00 12 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1160 |  00 00 00 00 00 00 00 00 cb 05 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1180 |  a1 09 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 26 0b 00 00 12 00 00 00  | ........................&....... | 
| 11a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    8b 0a 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 11c0 |  00 00 00 00 00 00 00 00 e5 08 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 11e0 |  43 07 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 53 01 00 00 10 00 00 00  | C.......................S....... | 
| 1200 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    52 00 00 00 22 00 00 00 00 00 00 00 00 00 00 00  | ................R..."........... | 
| 1220 |  00 00 00 00 00 00 00 00 6d 0a 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........m....................... | 
| 1240 |  61 08 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 4c 03 00 00 10 00 00 00  | a.......................L....... | 
| 1260 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    ad 06 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1280 |  00 00 00 00 00 00 00 00 92 01 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 12a0 |  15 03 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 74 03 00 00 10 00 00 00  | ........................t....... | 
| 12c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    10 00 00 00 12 00 09 00 00 50 00 00 00 00 00 00  | .........................P...... | 
| 12e0 |  00 00 00 00 00 00 00 00 16 00 00 00 12 00 0c 00    14 8e 05 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1300 |  af 0a 00 00 12 00 0b 00 32 33 01 00 00 00 00 00    0c 00 00 00 00 00 00 00 00 5f 5f 67 6d 6f 6e 5f  | ........23...............__gmon_ | 
| 1320 |  73 74 61 72 74 5f 5f 00 5f 69 6e 69 74 00 5f 66    69 6e 69 00 5f 49 54 4d 5f 64 65 72 65 67 69 73  | start__._init._fini._ITM_deregis | 
| 1340 |  74 65 72 54 4d 43 6c 6f 6e 65 54 61 62 6c 65 00    5f 49 54 4d 5f 72 65 67 69 73 74 65 72 54 4d 43  | terTMCloneTable._ITM_registerTMC | 
| 1360 |  6c 6f 6e 65 54 61 62 6c 65 00 5f 5f 63 78 61 5f    66 69 6e 61 6c 69 7a 65 00 5f 50 79 5f 4e 6f 6e  | loneTable.__cxa_finalize._Py_Non | 
| 1380 |  65 53 74 72 75 63 74 00 50 79 42 61 73 65 4f 62    6a 65 63 74 5f 54 79 70 65 00 50 79 45 78 63 5f  | eStruct.PyBaseObject_Type.PyExc_ | 
| 13a0 |  54 79 70 65 45 72 72 6f 72 00 50 79 45 72 72 5f    46 6f 72 6d 61 74 00 50 79 44 69 63 74 5f 4e 65  | TypeError.PyErr_Format.PyDict_Ne | 
| 13c0 |  78 74 00 50 79 5f 45 6e 74 65 72 52 65 63 75 72    73 69 76 65 43 61 6c 6c 00 50 79 5f 4c 65 61 76  | xt.Py_EnterRecursiveCall.Py_Leav | 
| 13e0 |  65 52 65 63 75 72 73 69 76 65 43 61 6c 6c 00 50    79 45 72 72 5f 4f 63 63 75 72 72 65 64 00 50 79  | eRecursiveCall.PyErr_Occurred.Py | 
| 1400 |  4f 62 6a 65 63 74 5f 43 61 6c 6c 00 50 79 45 78    63 5f 53 79 73 74 65 6d 45 72 72 6f 72 00 50 79  | Object_Call.PyExc_SystemError.Py | 
| 1420 |  45 72 72 5f 53 65 74 53 74 72 69 6e 67 00 50 79    4f 62 6a 65 63 74 5f 47 65 74 41 74 74 72 00 6d  | Err_SetString.PyObject_GetAttr.m | 
| 1440 |  65 6d 63 70 79 00 5f 50 79 5f 44 65 61 6c 6c 6f    63 00 50 79 45 78 63 5f 44 65 70 72 65 63 61 74  | emcpy._Py_Dealloc.PyExc_Deprecat | 
| 1460 |  69 6f 6e 57 61 72 6e 69 6e 67 00 50 79 45 72 72    5f 57 61 72 6e 46 6f 72 6d 61 74 00 50 79 4c 6f  | ionWarning.PyErr_WarnFormat.PyLo | 
| 1480 |  6e 67 5f 41 73 4c 6f 6e 67 00 50 79 45 78 63 5f    4f 76 65 72 66 6c 6f 77 45 72 72 6f 72 00 50 79  | ng_AsLong.PyExc_OverflowError.Py | 
| 14a0 |  4c 6f 6e 67 5f 54 79 70 65 00 50 79 4f 62 6a 65    63 74 5f 47 43 5f 55 6e 54 72 61 63 6b 00 50 79  | Long_Type.PyObject_GC_UnTrack.Py | 
| 14c0 |  4f 62 6a 65 63 74 5f 47 43 5f 49 73 46 69 6e 61    6c 69 7a 65 64 00 50 79 4f 62 6a 65 63 74 5f 43  | Object_GC_IsFinalized.PyObject_C | 
| 14e0 |  61 6c 6c 46 69 6e 61 6c 69 7a 65 72 46 72 6f 6d    44 65 61 6c 6c 6f 63 00 50 79 4f 62 6a 65 63 74  | allFinalizerFromDealloc.PyObject | 
| 1500 |  5f 47 65 74 41 74 74 72 53 74 72 69 6e 67 00 50    79 44 69 63 74 5f 53 65 74 49 74 65 6d 53 74 72  | _GetAttrString.PyDict_SetItemStr | 
| 1520 |  69 6e 67 00 50 79 45 78 63 5f 41 74 74 72 69 62    75 74 65 45 72 72 6f 72 00 50 79 45 72 72 5f 45  | ing.PyExc_AttributeError.PyErr_E | 
| 1540 |  78 63 65 70 74 69 6f 6e 4d 61 74 63 68 65 73 00    50 79 45 72 72 5f 43 6c 65 61 72 00 50 79 44 69  | xceptionMatches.PyErr_Clear.PyDi | 
| 1560 |  63 74 5f 47 65 74 49 74 65 6d 53 74 72 69 6e 67    00 50 79 4d 6f 64 75 6c 65 5f 47 65 74 4e 61 6d  | ct_GetItemString.PyModule_GetNam | 
| 1580 |  65 00 50 79 45 78 63 5f 49 6d 70 6f 72 74 45 72    72 6f 72 00 50 79 43 61 70 73 75 6c 65 5f 49 73  | e.PyExc_ImportError.PyCapsule_Is | 
| 15a0 |  56 61 6c 69 64 00 50 79 43 61 70 73 75 6c 65 5f    47 65 74 4e 61 6d 65 00 50 79 43 61 70 73 75 6c  | Valid.PyCapsule_GetName.PyCapsul | 
| 15c0 |  65 5f 47 65 74 50 6f 69 6e 74 65 72 00 50 79 54    68 72 65 61 64 53 74 61 74 65 5f 47 65 74 00 50  | e_GetPointer.PyThreadState_Get.P | 
| 15e0 |  79 49 6e 74 65 72 70 72 65 74 65 72 53 74 61 74    65 5f 47 65 74 49 44 00 50 79 4d 6f 64 75 6c 65  | yInterpreterState_GetID.PyModule | 
| 1600 |  5f 4e 65 77 4f 62 6a 65 63 74 00 50 79 4d 6f 64    75 6c 65 5f 47 65 74 44 69 63 74 00 50 79 45 78  | _NewObject.PyModule_GetDict.PyEx | 
| 1620 |  63 5f 56 61 6c 75 65 45 72 72 6f 72 00 50 79 44    69 63 74 5f 47 65 74 49 74 65 6d 57 69 74 68 45  | c_ValueError.PyDict_GetItemWithE | 
| 1640 |  72 72 6f 72 00 50 79 45 78 63 5f 4b 65 79 45 72    72 6f 72 00 50 79 45 72 72 5f 53 65 74 4f 62 6a  | rror.PyExc_KeyError.PyErr_SetObj | 
| 1660 |  65 63 74 00 50 79 54 75 70 6c 65 5f 50 61 63 6b    00 50 79 4f 53 5f 73 6e 70 72 69 6e 74 66 00 50  | ect.PyTuple_Pack.PyOS_snprintf.P | 
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| 16a0 |  72 6f 6d 53 73 69 7a 65 5f 74 00 50 79 4f 62 6a    65 63 74 5f 53 65 74 49 74 65 6d 00 50 79 46 6c  | romSsize_t.PyObject_SetItem.PyFl | 
| 16c0 |  6f 61 74 5f 54 79 70 65 00 50 79 4f 62 6a 65 63    74 5f 52 69 63 68 43 6f 6d 70 61 72 65 00 5f 50  | oat_Type.PyObject_RichCompare._P | 
| 16e0 |  79 5f 54 72 75 65 53 74 72 75 63 74 00 5f 50 79    5f 46 61 6c 73 65 53 74 72 75 63 74 00 50 79 4f  | y_TrueStruct._Py_FalseStruct.PyO | 
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| 1720 |  70 6c 65 5f 54 79 70 65 00 50 79 4f 62 6a 65 63    74 5f 47 65 74 49 74 65 6d 00 50 79 42 79 74 65  | ple_Type.PyObject_GetItem.PyByte | 
| 1740 |  73 5f 46 72 6f 6d 53 74 72 69 6e 67 41 6e 64 53    69 7a 65 00 50 79 55 6e 73 74 61 62 6c 65 5f 43  | s_FromStringAndSize.PyUnstable_C | 
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| 1800 |  64 65 5f 54 79 70 65 00 6d 65 6d 63 6d 70 00 50    79 45 72 72 5f 47 69 76 65 6e 45 78 63 65 70 74  | de_Type.memcmp.PyErr_GivenExcept | 
| 1820 |  69 6f 6e 4d 61 74 63 68 65 73 00 50 79 45 78 63    65 70 74 69 6f 6e 5f 53 65 74 54 72 61 63 65 62  | ionMatches.PyException_SetTraceb | 
| 1840 |  61 63 6b 00 50 79 44 69 63 74 5f 4e 65 77 00 50    79 49 6d 70 6f 72 74 5f 49 6d 70 6f 72 74 4d 6f  | ack.PyDict_New.PyImport_ImportMo | 
| 1860 |  64 75 6c 65 4c 65 76 65 6c 4f 62 6a 65 63 74 00    50 79 54 75 70 6c 65 5f 4e 65 77 00 50 79 53 6c  | duleLevelObject.PyTuple_New.PySl | 
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| 18c0 |  49 74 65 72 61 74 69 6f 6e 00 50 79 45 72 72 5f    4e 6f 72 6d 61 6c 69 7a 65 45 78 63 65 70 74 69  | Iteration.PyErr_NormalizeExcepti | 
| 18e0 |  6f 6e 00 50 79 43 46 75 6e 63 74 69 6f 6e 5f 54    79 70 65 00 50 79 54 79 70 65 5f 49 73 53 75 62  | on.PyCFunction_Type.PyType_IsSub | 
| 1900 |  74 79 70 65 00 50 79 56 65 63 74 6f 72 63 61 6c    6c 5f 46 75 6e 63 74 69 6f 6e 00 50 79 4f 62 6a  | type.PyVectorcall_Function.PyObj | 
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| 1c80 |  70 73 75 6c 65 5f 54 79 70 65 00 50 79 45 78 63    5f 45 78 63 65 70 74 69 6f 6e 00 50 79 54 79 70  | psule_Type.PyExc_Exception.PyTyp | 
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| 1cc0 |  5f 4e 65 77 50 72 65 73 69 7a 65 64 00 50 79 44    69 63 74 5f 43 6f 70 79 00 50 79 45 76 61 6c 5f  | _NewPresized.PyDict_Copy.PyEval_ | 
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| 1d00 |  50 79 4e 75 6d 62 65 72 5f 4c 6f 6e 67 00 50 79    44 69 63 74 5f 54 79 70 65 00 50 79 4e 75 6d 62  | PyNumber_Long.PyDict_Type.PyNumb | 
| 1d20 |  65 72 5f 4d 75 6c 74 69 70 6c 79 00 50 79 4c 69    73 74 5f 41 73 54 75 70 6c 65 00 50 79 53 65 71  | er_Multiply.PyList_AsTuple.PySeq | 
| 1d40 |  75 65 6e 63 65 5f 4c 69 73 74 00 50 79 4c 69 73    74 5f 41 70 70 65 6e 64 00 50 79 53 65 71 75 65  | uence_List.PyList_Append.PySeque | 
| 1d60 |  6e 63 65 5f 54 75 70 6c 65 00 50 79 4e 75 6d 62    65 72 5f 49 6e 50 6c 61 63 65 54 72 75 65 44 69  | nce_Tuple.PyNumber_InPlaceTrueDi | 
| 1d80 |  76 69 64 65 00 50 79 4e 75 6d 62 65 72 5f 53 75    62 74 72 61 63 74 00 50 79 42 6f 6f 6c 5f 54 79  | vide.PyNumber_Subtract.PyBool_Ty | 
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| 1e60 |  34 00 47 4c 49 42 43 5f 32 2e 32 2e 35 00 00 00    00 00 02 00 00 00 00 00 00 00 00 00 03 00 00 00  | 4.GLIBC_2.2.5................... | 
| 1e80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 03 00 00 00 00 00 02 00  | ................................ | 
| 1ea0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1ec0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 03 00 00 00 00 00  | ................................ | 
| 1ee0 |  00 00 02 00 02 00 00 00 00 00 02 00 02 00 00 00    00 00 02 00 00 00 00 00 00 00 00 00 02 00 00 00  | ................................ | 
| 1f00 |  03 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 02 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1f20 |  04 00 02 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 02 00 00 00 00 00 00 00 00 00 00 00 02 00  | ................................ | 
| 1f40 |  00 00 03 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1f60 |  00 00 00 00 03 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1f80 |  00 00 00 00 00 00 00 00 02 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 1fa0 |  00 00 00 00 00 00 00 00 02 00 00 00 00 00 02 00    00 00 00 00 00 00 00 00 03 00 00 00 00 00 00 00  | ................................ | 
| 1fc0 |  00 00 00 00 00 00 00 00 01 00 01 00 01 00 00 00    01 00 02 00 35 0b 00 00 10 00 00 00 30 00 00 00  | ....................5.......0... | 
| 1fe0 |  94 91 96 06 00 00 04 00 3f 0b 00 00 10 00 00 00    75 1a 69 09 00 00 03 00 4a 0b 00 00 00 00 00 00  | ........?.......u.i.....J....... | 
| 2000 |  01 00 01 00 2b 0b 00 00 10 00 00 00 00 00 00 00    75 1a 69 09 00 00 02 00 4a 0b 00 00 00 00 00 00  | ....+...........u.i.....J....... | 
| 2020 |  f8 ac 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    f0 33 01 00 00 00 00 00 00 ad 0a 00 00 00 00 00  | .................3.............. | 
| 2040 |  08 00 00 00 00 00 00 00 b0 33 01 00 00 00 00 00    08 ad 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........3...................... | 
| 2060 |  08 ad 0a 00 00 00 00 00 c8 b4 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 5b b8 05 00 00 00 00 00  | ........................[....... | 
| 2080 |  e0 b4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    00 bf 0a 00 00 00 00 00 e8 b4 0a 00 00 00 00 00  | ................................ | 
| 20a0 |  08 00 00 00 00 00 00 00 20 b5 0a 00 00 00 00 00    28 b5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................(............... | 
| 20c0 |  6d 5b 00 00 00 00 00 00 38 b5 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 52 d9 00 00 00 00 00 00  | m[......8...............R....... | 
| 20e0 |  78 b5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    60 aa 05 00 00 00 00 00 90 b5 0a 00 00 00 00 00  | x...............`............... | 
| 2100 |  08 00 00 00 00 00 00 00 60 3a 01 00 00 00 00 00    b8 b5 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........`:...................... | 
| 2120 |  e0 eb 01 00 00 00 00 00 e8 b5 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 c0 95 01 00 00 00 00 00  | ................................ | 
| 2140 |  10 b6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    80 aa 05 00 00 00 00 00 18 b6 0a 00 00 00 00 00  | ................................ | 
| 2160 |  08 00 00 00 00 00 00 00 30 34 01 00 00 00 00 00    20 b6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........04...................... | 
| 2180 |  b0 46 01 00 00 00 00 00 48 b6 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 60 b7 0a 00 00 00 00 00  | .F......H...............`....... | 
| 21a0 |  58 b6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    00 b7 0a 00 00 00 00 00 88 b6 0a 00 00 00 00 00  | X............................... | 
| 21c0 |  08 00 00 00 00 00 00 00 80 a6 02 00 00 00 00 00    98 b6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 21e0 |  80 34 01 00 00 00 00 00 00 b7 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 eb b9 05 00 00 00 00 00  | .4.............................. | 
| 2200 |  08 b7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    a0 41 01 00 00 00 00 00 10 b7 0a 00 00 00 00 00  | .................A.............. | 
| 2220 |  08 00 00 00 00 00 00 00 90 37 01 00 00 00 00 00    60 b7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........7......`............... | 
| 2240 |  df b9 05 00 00 00 00 00 68 b7 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 f0 eb 01 00 00 00 00 00  | ........h....................... | 
| 2260 |  80 b7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    df b4 05 00 00 00 00 00 88 b7 0a 00 00 00 00 00  | ................................ | 
| 2280 |  08 00 00 00 00 00 00 00 e0 92 01 00 00 00 00 00    a0 b7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 22a0 |  ca b4 05 00 00 00 00 00 a8 b7 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 b0 8e 01 00 00 00 00 00  | ................................ | 
| 22c0 |  c0 b7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    21 b5 05 00 00 00 00 00 c8 b7 0a 00 00 00 00 00  | ................!............... | 
| 22e0 |  08 00 00 00 00 00 00 00 10 c7 01 00 00 00 00 00    e0 b7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 2300 |  f7 b8 05 00 00 00 00 00 e8 b7 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 f0 8a 02 00 00 00 00 00  | ................................ | 
| 2320 |  f8 b7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    20 d9 07 00 00 00 00 00 00 b8 0a 00 00 00 00 00  | ................................ | 
| 2340 |  08 00 00 00 00 00 00 00 0c b9 05 00 00 00 00 00    08 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 2360 |  b0 cf 02 00 00 00 00 00 18 b8 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 20 d4 07 00 00 00 00 00  | ................................ | 
| 2380 |  20 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    32 b5 05 00 00 00 00 00 28 b8 0a 00 00 00 00 00  | ................2.......(....... | 
| 23a0 |  08 00 00 00 00 00 00 00 e0 ed 01 00 00 00 00 00    38 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................8............... | 
| 23c0 |  00 cd 07 00 00 00 00 00 40 b8 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 bc b4 05 00 00 00 00 00  | ........@....................... | 
| 23e0 |  48 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    20 8c 01 00 00 00 00 00 58 b8 0a 00 00 00 00 00  | H.......................X....... | 
| 2400 |  08 00 00 00 00 00 00 00 40 c6 07 00 00 00 00 00    60 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........@.......`............... | 
| 2420 |  b5 b4 05 00 00 00 00 00 68 b8 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 40 88 01 00 00 00 00 00  | ........h...............@....... | 
| 2440 |  78 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    80 c5 07 00 00 00 00 00 80 b8 0a 00 00 00 00 00  | x............................... | 
| 2460 |  08 00 00 00 00 00 00 00 1c b5 05 00 00 00 00 00    88 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 2480 |  30 b9 01 00 00 00 00 00 98 b8 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 00 bf 07 00 00 00 00 00  | 0............................... | 
| 24a0 |  a0 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    a9 b4 05 00 00 00 00 00 a8 b8 0a 00 00 00 00 00  | ................................ | 
| 24c0 |  08 00 00 00 00 00 00 00 e0 84 01 00 00 00 00 00    b8 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 24e0 |  60 b4 07 00 00 00 00 00 c0 b8 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 a0 b4 05 00 00 00 00 00  | `............................... | 
| 2500 |  c8 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    30 82 01 00 00 00 00 00 d8 b8 0a 00 00 00 00 00  | ................0............... | 
| 2520 |  08 00 00 00 00 00 00 00 20 b0 07 00 00 00 00 00    e0 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 2540 |  d1 b8 05 00 00 00 00 00 e8 b8 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 a0 91 02 00 00 00 00 00  | ................................ | 
| 2560 |  f8 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    c0 aa 07 00 00 00 00 00 00 b9 0a 00 00 00 00 00  | ................................ | 
| 2580 |  08 00 00 00 00 00 00 00 9f b9 05 00 00 00 00 00    08 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 25a0 |  60 d0 04 00 00 00 00 00 18 b9 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 40 9f 07 00 00 00 00 00  | `.......................@....... | 
| 25c0 |  20 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    3c b9 05 00 00 00 00 00 28 b9 0a 00 00 00 00 00  | ................<.......(....... | 
| 25e0 |  08 00 00 00 00 00 00 00 50 5e 03 00 00 00 00 00    38 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........P^......8............... | 
| 2600 |  a0 9c 07 00 00 00 00 00 40 b9 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 56 b9 05 00 00 00 00 00  | ........@...............V....... | 
| 2620 |  48 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    80 6c 03 00 00 00 00 00 58 b9 0a 00 00 00 00 00  | H................l......X....... | 
| 2640 |  08 00 00 00 00 00 00 00 c0 8e 07 00 00 00 00 00    60 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................`............... | 
| 2660 |  2a b9 05 00 00 00 00 00 68 b9 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 10 22 03 00 00 00 00 00  | *.......h................"...... | 
| 2680 |  78 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    a0 80 07 00 00 00 00 00 80 b9 0a 00 00 00 00 00  | x............................... | 
| 26a0 |  08 00 00 00 00 00 00 00 5d b8 05 00 00 00 00 00    88 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........]....................... | 
| 26c0 |  c0 dc 01 00 00 00 00 00 98 b9 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 20 7c 07 00 00 00 00 00  | .........................|...... | 
| 26e0 |  a0 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    2c b5 05 00 00 00 00 00 a8 b9 0a 00 00 00 00 00  | ................,............... | 
| 2700 |  08 00 00 00 00 00 00 00 90 d6 01 00 00 00 00 00    b8 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 2720 |  e0 72 07 00 00 00 00 00 c0 b9 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 fc b8 05 00 00 00 00 00  | .r.............................. | 
| 2740 |  c8 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    d0 ba 02 00 00 00 00 00 d8 b9 0a 00 00 00 00 00  | ................................ | 
| 2760 |  08 00 00 00 00 00 00 00 c0 67 07 00 00 00 00 00    e0 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........g...................... | 
| 2780 |  90 b4 05 00 00 00 00 00 e8 b9 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 80 7f 01 00 00 00 00 00  | ................................ | 
| 27a0 |  f8 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    40 5f 07 00 00 00 00 00 00 ba 0a 00 00 00 00 00  | ................@_.............. | 
| 27c0 |  08 00 00 00 00 00 00 00 99 b4 05 00 00 00 00 00    08 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 27e0 |  10 95 04 00 00 00 00 00 18 ba 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 60 4f 07 00 00 00 00 00  | ........................`O...... | 
| 2800 |  20 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    43 b5 05 00 00 00 00 00 28 ba 0a 00 00 00 00 00  | ................C.......(....... | 
| 2820 |  08 00 00 00 00 00 00 00 10 0a 02 00 00 00 00 00    38 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................8............... | 
| 2840 |  40 44 07 00 00 00 00 00 40 ba 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 4c b5 05 00 00 00 00 00  | @D......@...............L....... | 
| 2860 |  48 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    30 7b 01 00 00 00 00 00 58 ba 0a 00 00 00 00 00  | H...............0{......X....... | 
| 2880 |  08 00 00 00 00 00 00 00 20 38 07 00 00 00 00 00    60 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........8......`............... | 
| 28a0 |  8e b4 05 00 00 00 00 00 68 ba 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 d0 a3 01 00 00 00 00 00  | ........h....................... | 
| 28c0 |  78 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    00 2a 07 00 00 00 00 00 80 ba 0a 00 00 00 00 00  | x................*.............. | 
| 28e0 |  08 00 00 00 00 00 00 00 83 b4 05 00 00 00 00 00    88 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 2900 |  b0 73 01 00 00 00 00 00 98 ba 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 80 1c 07 00 00 00 00 00  | .s.............................. | 
| 2920 |  a0 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    04 b5 05 00 00 00 00 00 a8 ba 0a 00 00 00 00 00  | ................................ | 
| 2940 |  08 00 00 00 00 00 00 00 50 21 02 00 00 00 00 00    b8 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........P!...................... | 
| 2960 |  40 13 07 00 00 00 00 00 c0 ba 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 f9 b4 05 00 00 00 00 00  | @............................... | 
| 2980 |  c8 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    b0 9c 01 00 00 00 00 00 d8 ba 0a 00 00 00 00 00  | ................................ | 
| 29a0 |  08 00 00 00 00 00 00 00 20 07 07 00 00 00 00 00    e0 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 29c0 |  73 b4 05 00 00 00 00 00 e8 ba 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 f0 70 01 00 00 00 00 00  | s........................p...... | 
| 29e0 |  f8 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    c0 fc 06 00 00 00 00 00 00 bb 0a 00 00 00 00 00  | ................................ | 
| 2a00 |  08 00 00 00 00 00 00 00 52 b5 05 00 00 00 00 00    08 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........R....................... | 
| 2a20 |  e0 0f 02 00 00 00 00 00 18 bb 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 20 eb 06 00 00 00 00 00  | ................................ | 
| 2a40 |  20 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    13 b5 05 00 00 00 00 00 28 bb 0a 00 00 00 00 00  | ........................(....... | 
| 2a60 |  08 00 00 00 00 00 00 00 10 b2 01 00 00 00 00 00    38 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................8............... | 
| 2a80 |  00 de 06 00 00 00 00 00 40 bb 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 3c b5 05 00 00 00 00 00  | ........@...............<....... | 
| 2aa0 |  48 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    40 04 02 00 00 00 00 00 58 bb 0a 00 00 00 00 00  | H...............@.......X....... | 
| 2ac0 |  08 00 00 00 00 00 00 00 00 ce 06 00 00 00 00 00    60 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................`............... | 
| 2ae0 |  63 b5 05 00 00 00 00 00 68 bb 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 80 1b 02 00 00 00 00 00  | c.......h....................... | 
| 2b00 |  78 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    00 c0 06 00 00 00 00 00 80 bb 0a 00 00 00 00 00  | x............................... | 
| 2b20 |  08 00 00 00 00 00 00 00 5d b5 05 00 00 00 00 00    88 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........]....................... | 
| 2b40 |  b0 15 02 00 00 00 00 00 98 bb 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 00 b2 06 00 00 00 00 00  | ................................ | 
| 2b60 |  a0 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    6b b4 05 00 00 00 00 00 a8 bb 0a 00 00 00 00 00  | ................k............... | 
| 2b80 |  08 00 00 00 00 00 00 00 50 6c 01 00 00 00 00 00    b8 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........Pl...................... | 
| 2ba0 |  20 a4 06 00 00 00 00 00 c0 bb 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 98 b9 05 00 00 00 00 00  | ................................ | 
| 2bc0 |  c8 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    60 c9 04 00 00 00 00 00 d8 bb 0a 00 00 00 00 00  | ................`............... | 
| 2be0 |  08 00 00 00 00 00 00 00 e0 90 06 00 00 00 00 00    e0 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 2c00 |  8f b9 05 00 00 00 00 00 e8 bb 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 60 c2 04 00 00 00 00 00  | ........................`....... | 
| 2c20 |  f8 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    60 84 06 00 00 00 00 00 00 bc 0a 00 00 00 00 00  | ................`............... | 
| 2c40 |  08 00 00 00 00 00 00 00 61 b4 05 00 00 00 00 00    08 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........a....................... | 
| 2c60 |  b0 67 01 00 00 00 00 00 18 bc 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 80 72 06 00 00 00 00 00  | .g.......................r...... | 
| 2c80 |  20 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    40 b4 05 00 00 00 00 00 28 bc 0a 00 00 00 00 00  | ................@.......(....... | 
| 2ca0 |  08 00 00 00 00 00 00 00 50 64 01 00 00 00 00 00    38 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........Pd......8............... | 
| 2cc0 |  60 68 06 00 00 00 00 00 40 bc 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 0e b5 05 00 00 00 00 00  | `h......@....................... | 
| 2ce0 |  48 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    f0 aa 01 00 00 00 00 00 58 bc 0a 00 00 00 00 00  | H.......................X....... | 
| 2d00 |  08 00 00 00 00 00 00 00 e0 5c 06 00 00 00 00 00    60 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........\......`............... | 
| 2d20 |  6c b9 05 00 00 00 00 00 68 bc 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 a0 5a 04 00 00 00 00 00  | l.......h................Z...... | 
| 2d40 |  78 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    40 52 06 00 00 00 00 00 80 bc 0a 00 00 00 00 00  | x...............@R.............. | 
| 2d60 |  08 00 00 00 00 00 00 00 c8 b8 05 00 00 00 00 00    88 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 2d80 |  f0 f5 04 00 00 00 00 00 98 bc 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 20 43 06 00 00 00 00 00  | .........................C...... | 
| 2da0 |  a0 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    bf b8 05 00 00 00 00 00 a8 bc 0a 00 00 00 00 00  | ................................ | 
| 2dc0 |  08 00 00 00 00 00 00 00 50 83 02 00 00 00 00 00    b8 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........P....................... | 
| 2de0 |  a0 35 06 00 00 00 00 00 c0 bc 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 b7 b8 05 00 00 00 00 00  | .5.............................. | 
| 2e00 |  c8 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    a0 7f 02 00 00 00 00 00 d8 bc 0a 00 00 00 00 00  | ................................ | 
| 2e20 |  08 00 00 00 00 00 00 00 a0 2b 06 00 00 00 00 00    e0 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........+...................... | 
| 2e40 |  b2 b8 05 00 00 00 00 00 e8 bc 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 70 79 02 00 00 00 00 00  | ........................py...... | 
| 2e60 |  f8 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    c0 1f 06 00 00 00 00 00 00 bd 0a 00 00 00 00 00  | ................................ | 
| 2e80 |  08 00 00 00 00 00 00 00 62 b9 05 00 00 00 00 00    08 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........b....................... | 
| 2ea0 |  40 73 02 00 00 00 00 00 18 bd 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 40 18 06 00 00 00 00 00  | @s......................@....... | 
| 2ec0 |  20 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    5d b9 05 00 00 00 00 00 28 bd 0a 00 00 00 00 00  | ................].......(....... | 
| 2ee0 |  08 00 00 00 00 00 00 00 c0 36 04 00 00 00 00 00    38 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........6......8............... | 
| 2f00 |  c0 07 06 00 00 00 00 00 40 bd 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 a8 b8 05 00 00 00 00 00  | ........@....................... | 
| 2f20 |  48 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    10 6d 02 00 00 00 00 00 58 bd 0a 00 00 00 00 00  | H................m......X....... | 
| 2f40 |  08 00 00 00 00 00 00 00 c0 fb 05 00 00 00 00 00    60 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................`............... | 
| 2f60 |  16 b9 05 00 00 00 00 00 68 bd 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 e0 df 02 00 00 00 00 00  | ........h....................... | 
| 2f80 |  78 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    c0 e5 05 00 00 00 00 00 80 bd 0a 00 00 00 00 00  | x............................... | 
| 2fa0 |  08 00 00 00 00 00 00 00 83 b9 05 00 00 00 00 00    88 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 2fc0 |  10 9c 04 00 00 00 00 00 98 bd 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 60 d9 05 00 00 00 00 00  | ........................`....... | 
| 2fe0 |  a0 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    32 b9 05 00 00 00 00 00 a8 bd 0a 00 00 00 00 00  | ................2............... | 
| 3000 |  08 00 00 00 00 00 00 00 d0 3c 03 00 00 00 00 00    b8 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........<...................... | 
| 3020 |  e0 cc 05 00 00 00 00 00 c0 bd 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 84 b5 05 00 00 00 00 00  | ................................ | 
| 3040 |  c8 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    a0 29 02 00 00 00 00 00 d8 bd 0a 00 00 00 00 00  | .................).............. | 
| 3060 |  08 00 00 00 00 00 00 00 20 c8 05 00 00 00 00 00    e0 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 3080 |  77 b9 05 00 00 00 00 00 e8 bd 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 b0 7a 04 00 00 00 00 00  | w........................z...... | 
| 30a0 |  f8 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    20 c3 05 00 00 00 00 00 20 be 0a 00 00 00 00 00  | ................................ | 
| 30c0 |  08 00 00 00 00 00 00 00 76 b8 05 00 00 00 00 00    28 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........v.......(............... | 
| 30e0 |  b0 5b 02 00 00 00 00 00 38 be 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 a0 ba 05 00 00 00 00 00  | .[......8....................... | 
| 3100 |  40 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    8f b8 05 00 00 00 00 00 48 be 0a 00 00 00 00 00  | @.......................H....... | 
| 3120 |  08 00 00 00 00 00 00 00 60 5f 02 00 00 00 00 00    58 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........`_......X............... | 
| 3140 |  20 bb 05 00 00 00 00 00 60 be 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 96 b8 05 00 00 00 00 00  | ........`....................... | 
| 3160 |  68 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    10 63 02 00 00 00 00 00 78 be 0a 00 00 00 00 00  | h................c......x....... | 
| 3180 |  08 00 00 00 00 00 00 00 a0 bb 05 00 00 00 00 00    80 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 31a0 |  e8 b9 05 00 00 00 00 00 88 be 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 90 5a 02 00 00 00 00 00  | .........................Z...... | 
| 31c0 |  98 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    60 be 05 00 00 00 00 00 a0 be 0a 00 00 00 00 00  | ................`............... | 
| 31e0 |  08 00 00 00 00 00 00 00 f7 b8 05 00 00 00 00 00    a8 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| 3200 |  20 af 02 00 00 00 00 00 b8 be 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 60 c1 05 00 00 00 00 00  | ........................`....... | 
| 3220 |  10 ad 0a 00 00 00 00 00 01 00 00 00 6b 00 00 00    00 00 00 00 00 00 00 00 78 af 0a 00 00 00 00 00  | ............k...........x....... | 
| 3240 |  06 00 00 00 6b 00 00 00 00 00 00 00 00 00 00 00    18 ad 0a 00 00 00 00 00 01 00 00 00 7d 00 00 00  | ....k.......................}... | 
| 3260 |  00 00 00 00 00 00 00 00 a8 af 0a 00 00 00 00 00    06 00 00 00 7d 00 00 00 00 00 00 00 00 00 00 00  | ....................}........... | 
| 3280 |  f0 ae 0a 00 00 00 00 00 06 00 00 00 05 00 00 00    00 00 00 00 00 00 00 00 f8 ae 0a 00 00 00 00 00  | ................................ | 
| 32a0 |  06 00 00 00 0a 00 00 00 00 00 00 00 00 00 00 00    00 af 0a 00 00 00 00 00 06 00 00 00 0b 00 00 00  | ................................ | 
| 32c0 |  00 00 00 00 00 00 00 00 08 af 0a 00 00 00 00 00    06 00 00 00 0c 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 32e0 |  10 af 0a 00 00 00 00 00 06 00 00 00 0d 00 00 00    00 00 00 00 00 00 00 00 18 af 0a 00 00 00 00 00  | ................................ | 
| 3300 |  06 00 00 00 28 00 00 00 00 00 00 00 00 00 00 00    20 af 0a 00 00 00 00 00 06 00 00 00 30 00 00 00  | ....(.......................0... | 
| 3320 |  00 00 00 00 00 00 00 00 28 af 0a 00 00 00 00 00    06 00 00 00 31 00 00 00 00 00 00 00 00 00 00 00  | ........(...........1........... | 
| 3340 |  30 af 0a 00 00 00 00 00 06 00 00 00 32 00 00 00    00 00 00 00 00 00 00 00 38 af 0a 00 00 00 00 00  | 0...........2...........8....... | 
| 3360 |  06 00 00 00 33 00 00 00 00 00 00 00 00 00 00 00    40 af 0a 00 00 00 00 00 06 00 00 00 4f 00 00 00  | ....3...........@...........O... | 
| 3380 |  00 00 00 00 00 00 00 00 48 af 0a 00 00 00 00 00    06 00 00 00 52 00 00 00 00 00 00 00 00 00 00 00  | ........H...........R........... | 
| 33a0 |  50 af 0a 00 00 00 00 00 06 00 00 00 53 00 00 00    00 00 00 00 00 00 00 00 58 af 0a 00 00 00 00 00  | P...........S...........X....... | 
| 33c0 |  06 00 00 00 56 00 00 00 00 00 00 00 00 00 00 00    60 af 0a 00 00 00 00 00 06 00 00 00 58 00 00 00  | ....V...........`...........X... | 
| 33e0 |  00 00 00 00 00 00 00 00 68 af 0a 00 00 00 00 00    06 00 00 00 5f 00 00 00 00 00 00 00 00 00 00 00  | ........h..........._........... | 
| 3400 |  70 af 0a 00 00 00 00 00 06 00 00 00 67 00 00 00    00 00 00 00 00 00 00 00 80 af 0a 00 00 00 00 00  | p...........g................... | 
| 3420 |  06 00 00 00 72 00 00 00 00 00 00 00 00 00 00 00    88 af 0a 00 00 00 00 00 06 00 00 00 75 00 00 00  | ....r.......................u... | 
| 3440 |  00 00 00 00 00 00 00 00 90 af 0a 00 00 00 00 00    06 00 00 00 77 00 00 00 00 00 00 00 00 00 00 00  | ....................w........... | 
| 3460 |  98 af 0a 00 00 00 00 00 06 00 00 00 78 00 00 00    00 00 00 00 00 00 00 00 a0 af 0a 00 00 00 00 00  | ............x................... | 
| 3480 |  06 00 00 00 7a 00 00 00 00 00 00 00 00 00 00 00    b0 af 0a 00 00 00 00 00 06 00 00 00 7e 00 00 00  | ....z.......................~... | 
| 34a0 |  00 00 00 00 00 00 00 00 b8 af 0a 00 00 00 00 00    06 00 00 00 86 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 34c0 |  c0 af 0a 00 00 00 00 00 06 00 00 00 89 00 00 00    00 00 00 00 00 00 00 00 c8 af 0a 00 00 00 00 00  | ................................ | 
| 34e0 |  06 00 00 00 8b 00 00 00 00 00 00 00 00 00 00 00    d0 af 0a 00 00 00 00 00 06 00 00 00 8f 00 00 00  | ................................ | 
| 3500 |  00 00 00 00 00 00 00 00 d8 af 0a 00 00 00 00 00    06 00 00 00 96 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 3520 |  e0 af 0a 00 00 00 00 00 06 00 00 00 99 00 00 00    00 00 00 00 00 00 00 00 e8 af 0a 00 00 00 00 00  | ................................ | 
| 3540 |  06 00 00 00 9e 00 00 00 00 00 00 00 00 00 00 00    f0 af 0a 00 00 00 00 00 06 00 00 00 a5 00 00 00  | ................................ | 
| 3560 |  00 00 00 00 00 00 00 00 f8 af 0a 00 00 00 00 00    06 00 00 00 ac 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 3580 |  18 b0 0a 00 00 00 00 00 07 00 00 00 01 00 00 00    00 00 00 00 00 00 00 00 20 b0 0a 00 00 00 00 00  | ................................ | 
| 35a0 |  07 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00    28 b0 0a 00 00 00 00 00 07 00 00 00 03 00 00 00  | ................(............... | 
| 35c0 |  00 00 00 00 00 00 00 00 30 b0 0a 00 00 00 00 00    07 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00  | ........0....................... | 
| 35e0 |  38 b0 0a 00 00 00 00 00 07 00 00 00 06 00 00 00    00 00 00 00 00 00 00 00 40 b0 0a 00 00 00 00 00  | 8.......................@....... | 
| 3600 |  07 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00    48 b0 0a 00 00 00 00 00 07 00 00 00 08 00 00 00  | ................H............... | 
| 3620 |  00 00 00 00 00 00 00 00 50 b0 0a 00 00 00 00 00    07 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00  | ........P....................... | 
| 3640 |  58 b0 0a 00 00 00 00 00 07 00 00 00 0e 00 00 00    00 00 00 00 00 00 00 00 60 b0 0a 00 00 00 00 00  | X.......................`....... | 
| 3660 |  07 00 00 00 0f 00 00 00 00 00 00 00 00 00 00 00    68 b0 0a 00 00 00 00 00 07 00 00 00 10 00 00 00  | ................h............... | 
| 3680 |  00 00 00 00 00 00 00 00 70 b0 0a 00 00 00 00 00    07 00 00 00 11 00 00 00 00 00 00 00 00 00 00 00  | ........p....................... | 
| 36a0 |  78 b0 0a 00 00 00 00 00 07 00 00 00 12 00 00 00    00 00 00 00 00 00 00 00 80 b0 0a 00 00 00 00 00  | x............................... | 
| 36c0 |  07 00 00 00 13 00 00 00 00 00 00 00 00 00 00 00    88 b0 0a 00 00 00 00 00 07 00 00 00 14 00 00 00  | ................................ | 
| 36e0 |  00 00 00 00 00 00 00 00 90 b0 0a 00 00 00 00 00    07 00 00 00 15 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 3700 |  98 b0 0a 00 00 00 00 00 07 00 00 00 16 00 00 00    00 00 00 00 00 00 00 00 a0 b0 0a 00 00 00 00 00  | ................................ | 
| 3720 |  07 00 00 00 17 00 00 00 00 00 00 00 00 00 00 00    a8 b0 0a 00 00 00 00 00 07 00 00 00 18 00 00 00  | ................................ | 
| 3740 |  00 00 00 00 00 00 00 00 b0 b0 0a 00 00 00 00 00    07 00 00 00 19 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 3760 |  b8 b0 0a 00 00 00 00 00 07 00 00 00 1a 00 00 00    00 00 00 00 00 00 00 00 c0 b0 0a 00 00 00 00 00  | ................................ | 
| 3780 |  07 00 00 00 1b 00 00 00 00 00 00 00 00 00 00 00    c8 b0 0a 00 00 00 00 00 07 00 00 00 1c 00 00 00  | ................................ | 
| 37a0 |  00 00 00 00 00 00 00 00 d0 b0 0a 00 00 00 00 00    07 00 00 00 1d 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 37c0 |  d8 b0 0a 00 00 00 00 00 07 00 00 00 1e 00 00 00    00 00 00 00 00 00 00 00 e0 b0 0a 00 00 00 00 00  | ................................ | 
| 37e0 |  07 00 00 00 1f 00 00 00 00 00 00 00 00 00 00 00    e8 b0 0a 00 00 00 00 00 07 00 00 00 20 00 00 00  | ................................ | 
| 3800 |  00 00 00 00 00 00 00 00 f0 b0 0a 00 00 00 00 00    07 00 00 00 21 00 00 00 00 00 00 00 00 00 00 00  | ....................!........... | 
| 3820 |  f8 b0 0a 00 00 00 00 00 07 00 00 00 22 00 00 00    00 00 00 00 00 00 00 00 00 b1 0a 00 00 00 00 00  | ............"................... | 
| 3840 |  07 00 00 00 23 00 00 00 00 00 00 00 00 00 00 00    08 b1 0a 00 00 00 00 00 07 00 00 00 24 00 00 00  | ....#.......................$... | 
| 3860 |  00 00 00 00 00 00 00 00 10 b1 0a 00 00 00 00 00    07 00 00 00 25 00 00 00 00 00 00 00 00 00 00 00  | ....................%........... | 
| 3880 |  18 b1 0a 00 00 00 00 00 07 00 00 00 26 00 00 00    00 00 00 00 00 00 00 00 20 b1 0a 00 00 00 00 00  | ............&................... | 
| 38a0 |  07 00 00 00 27 00 00 00 00 00 00 00 00 00 00 00    28 b1 0a 00 00 00 00 00 07 00 00 00 29 00 00 00  | ....'...........(...........)... | 
| 38c0 |  00 00 00 00 00 00 00 00 30 b1 0a 00 00 00 00 00    07 00 00 00 2a 00 00 00 00 00 00 00 00 00 00 00  | ........0...........*........... | 
| 38e0 |  38 b1 0a 00 00 00 00 00 07 00 00 00 2b 00 00 00    00 00 00 00 00 00 00 00 40 b1 0a 00 00 00 00 00  | 8...........+...........@....... | 
| 3900 |  07 00 00 00 2c 00 00 00 00 00 00 00 00 00 00 00    48 b1 0a 00 00 00 00 00 07 00 00 00 2d 00 00 00  | ....,...........H...........-... | 
| 3920 |  00 00 00 00 00 00 00 00 50 b1 0a 00 00 00 00 00    07 00 00 00 2e 00 00 00 00 00 00 00 00 00 00 00  | ........P....................... | 
| 3940 |  58 b1 0a 00 00 00 00 00 07 00 00 00 2f 00 00 00    00 00 00 00 00 00 00 00 60 b1 0a 00 00 00 00 00  | X.........../...........`....... | 
| 3960 |  07 00 00 00 34 00 00 00 00 00 00 00 00 00 00 00    68 b1 0a 00 00 00 00 00 07 00 00 00 35 00 00 00  | ....4...........h...........5... | 
| 3980 |  00 00 00 00 00 00 00 00 70 b1 0a 00 00 00 00 00    07 00 00 00 36 00 00 00 00 00 00 00 00 00 00 00  | ........p...........6........... | 
| 39a0 |  78 b1 0a 00 00 00 00 00 07 00 00 00 37 00 00 00    00 00 00 00 00 00 00 00 80 b1 0a 00 00 00 00 00  | x...........7................... | 
| 39c0 |  07 00 00 00 38 00 00 00 00 00 00 00 00 00 00 00    88 b1 0a 00 00 00 00 00 07 00 00 00 39 00 00 00  | ....8.......................9... | 
| 39e0 |  00 00 00 00 00 00 00 00 90 b1 0a 00 00 00 00 00    07 00 00 00 3a 00 00 00 00 00 00 00 00 00 00 00  | ....................:........... | 
| 3a00 |  98 b1 0a 00 00 00 00 00 07 00 00 00 3b 00 00 00    00 00 00 00 00 00 00 00 a0 b1 0a 00 00 00 00 00  | ............;................... | 
| 3a20 |  07 00 00 00 3c 00 00 00 00 00 00 00 00 00 00 00    a8 b1 0a 00 00 00 00 00 07 00 00 00 3d 00 00 00  | ....<.......................=... | 
| 3a40 |  00 00 00 00 00 00 00 00 b0 b1 0a 00 00 00 00 00    07 00 00 00 3e 00 00 00 00 00 00 00 00 00 00 00  | ....................>........... | 
| 3a60 |  b8 b1 0a 00 00 00 00 00 07 00 00 00 3f 00 00 00    00 00 00 00 00 00 00 00 c0 b1 0a 00 00 00 00 00  | ............?................... | 
| 3a80 |  07 00 00 00 40 00 00 00 00 00 00 00 00 00 00 00    c8 b1 0a 00 00 00 00 00 07 00 00 00 41 00 00 00  | ....@.......................A... | 
| 3aa0 |  00 00 00 00 00 00 00 00 d0 b1 0a 00 00 00 00 00    07 00 00 00 42 00 00 00 00 00 00 00 00 00 00 00  | ....................B........... | 
| 3ac0 |  d8 b1 0a 00 00 00 00 00 07 00 00 00 43 00 00 00    00 00 00 00 00 00 00 00 e0 b1 0a 00 00 00 00 00  | ............C................... | 
| 3ae0 |  07 00 00 00 44 00 00 00 00 00 00 00 00 00 00 00    e8 b1 0a 00 00 00 00 00 07 00 00 00 45 00 00 00  | ....D.......................E... | 
| 3b00 |  00 00 00 00 00 00 00 00 f0 b1 0a 00 00 00 00 00    07 00 00 00 46 00 00 00 00 00 00 00 00 00 00 00  | ....................F........... | 
| 3b20 |  f8 b1 0a 00 00 00 00 00 07 00 00 00 47 00 00 00    00 00 00 00 00 00 00 00 00 b2 0a 00 00 00 00 00  | ............G................... | 
| 3b40 |  07 00 00 00 48 00 00 00 00 00 00 00 00 00 00 00    08 b2 0a 00 00 00 00 00 07 00 00 00 49 00 00 00  | ....H.......................I... | 
| 3b60 |  00 00 00 00 00 00 00 00 10 b2 0a 00 00 00 00 00    07 00 00 00 4a 00 00 00 00 00 00 00 00 00 00 00  | ....................J........... | 
| 3b80 |  18 b2 0a 00 00 00 00 00 07 00 00 00 4b 00 00 00    00 00 00 00 00 00 00 00 20 b2 0a 00 00 00 00 00  | ............K................... | 
| 3ba0 |  07 00 00 00 4c 00 00 00 00 00 00 00 00 00 00 00    28 b2 0a 00 00 00 00 00 07 00 00 00 4d 00 00 00  | ....L...........(...........M... | 
| 3bc0 |  00 00 00 00 00 00 00 00 30 b2 0a 00 00 00 00 00    07 00 00 00 4e 00 00 00 00 00 00 00 00 00 00 00  | ........0...........N........... | 
| 3be0 |  38 b2 0a 00 00 00 00 00 07 00 00 00 50 00 00 00    00 00 00 00 00 00 00 00 40 b2 0a 00 00 00 00 00  | 8...........P...........@....... | 
| 3c00 |  07 00 00 00 51 00 00 00 00 00 00 00 00 00 00 00    48 b2 0a 00 00 00 00 00 07 00 00 00 53 00 00 00  | ....Q...........H...........S... | 
| 3c20 |  00 00 00 00 00 00 00 00 50 b2 0a 00 00 00 00 00    07 00 00 00 54 00 00 00 00 00 00 00 00 00 00 00  | ........P...........T........... | 
| 3c40 |  58 b2 0a 00 00 00 00 00 07 00 00 00 55 00 00 00    00 00 00 00 00 00 00 00 60 b2 0a 00 00 00 00 00  | X...........U...........`....... | 
| 3c60 |  07 00 00 00 57 00 00 00 00 00 00 00 00 00 00 00    68 b2 0a 00 00 00 00 00 07 00 00 00 59 00 00 00  | ....W...........h...........Y... | 
| 3c80 |  00 00 00 00 00 00 00 00 70 b2 0a 00 00 00 00 00    07 00 00 00 5a 00 00 00 00 00 00 00 00 00 00 00  | ........p...........Z........... | 
| 3ca0 |  78 b2 0a 00 00 00 00 00 07 00 00 00 5b 00 00 00    00 00 00 00 00 00 00 00 80 b2 0a 00 00 00 00 00  | x...........[................... | 
| 3cc0 |  07 00 00 00 5c 00 00 00 00 00 00 00 00 00 00 00    88 b2 0a 00 00 00 00 00 07 00 00 00 5d 00 00 00  | ....\.......................]... | 
| 3ce0 |  00 00 00 00 00 00 00 00 90 b2 0a 00 00 00 00 00    07 00 00 00 5e 00 00 00 00 00 00 00 00 00 00 00  | ....................^........... | 
| 3d00 |  98 b2 0a 00 00 00 00 00 07 00 00 00 60 00 00 00    00 00 00 00 00 00 00 00 a0 b2 0a 00 00 00 00 00  | ............`................... | 
| 3d20 |  07 00 00 00 61 00 00 00 00 00 00 00 00 00 00 00    a8 b2 0a 00 00 00 00 00 07 00 00 00 62 00 00 00  | ....a.......................b... | 
| 3d40 |  00 00 00 00 00 00 00 00 b0 b2 0a 00 00 00 00 00    07 00 00 00 63 00 00 00 00 00 00 00 00 00 00 00  | ....................c........... | 
| 3d60 |  b8 b2 0a 00 00 00 00 00 07 00 00 00 64 00 00 00    00 00 00 00 00 00 00 00 c0 b2 0a 00 00 00 00 00  | ............d................... | 
| 3d80 |  07 00 00 00 65 00 00 00 00 00 00 00 00 00 00 00    c8 b2 0a 00 00 00 00 00 07 00 00 00 66 00 00 00  | ....e.......................f... | 
| 3da0 |  00 00 00 00 00 00 00 00 d0 b2 0a 00 00 00 00 00    07 00 00 00 68 00 00 00 00 00 00 00 00 00 00 00  | ....................h........... | 
| 3dc0 |  d8 b2 0a 00 00 00 00 00 07 00 00 00 69 00 00 00    00 00 00 00 00 00 00 00 e0 b2 0a 00 00 00 00 00  | ............i................... | 
| 3de0 |  07 00 00 00 6a 00 00 00 00 00 00 00 00 00 00 00    e8 b2 0a 00 00 00 00 00 07 00 00 00 6c 00 00 00  | ....j.......................l... | 
| 3e00 |  00 00 00 00 00 00 00 00 f0 b2 0a 00 00 00 00 00    07 00 00 00 6d 00 00 00 00 00 00 00 00 00 00 00  | ....................m........... | 
| 3e20 |  f8 b2 0a 00 00 00 00 00 07 00 00 00 6e 00 00 00    00 00 00 00 00 00 00 00 00 b3 0a 00 00 00 00 00  | ............n................... | 
| 3e40 |  07 00 00 00 6f 00 00 00 00 00 00 00 00 00 00 00    08 b3 0a 00 00 00 00 00 07 00 00 00 70 00 00 00  | ....o.......................p... | 
| 3e60 |  00 00 00 00 00 00 00 00 10 b3 0a 00 00 00 00 00    07 00 00 00 71 00 00 00 00 00 00 00 00 00 00 00  | ....................q........... | 
| 3e80 |  18 b3 0a 00 00 00 00 00 07 00 00 00 73 00 00 00    00 00 00 00 00 00 00 00 20 b3 0a 00 00 00 00 00  | ............s................... | 
| 3ea0 |  07 00 00 00 74 00 00 00 00 00 00 00 00 00 00 00    28 b3 0a 00 00 00 00 00 07 00 00 00 76 00 00 00  | ....t...........(...........v... | 
| 3ec0 |  00 00 00 00 00 00 00 00 30 b3 0a 00 00 00 00 00    07 00 00 00 79 00 00 00 00 00 00 00 00 00 00 00  | ........0...........y........... | 
| 3ee0 |  38 b3 0a 00 00 00 00 00 07 00 00 00 7b 00 00 00    00 00 00 00 00 00 00 00 40 b3 0a 00 00 00 00 00  | 8...........{...........@....... | 
| 3f00 |  07 00 00 00 7c 00 00 00 00 00 00 00 00 00 00 00    48 b3 0a 00 00 00 00 00 07 00 00 00 7f 00 00 00  | ....|...........H............... | 
| 3f20 |  00 00 00 00 00 00 00 00 50 b3 0a 00 00 00 00 00    07 00 00 00 80 00 00 00 00 00 00 00 00 00 00 00  | ........P....................... | 
| 3f40 |  58 b3 0a 00 00 00 00 00 07 00 00 00 81 00 00 00    00 00 00 00 00 00 00 00 60 b3 0a 00 00 00 00 00  | X.......................`....... | 
| 3f60 |  07 00 00 00 82 00 00 00 00 00 00 00 00 00 00 00    68 b3 0a 00 00 00 00 00 07 00 00 00 83 00 00 00  | ................h............... | 
| 3f80 |  00 00 00 00 00 00 00 00 70 b3 0a 00 00 00 00 00    07 00 00 00 84 00 00 00 00 00 00 00 00 00 00 00  | ........p....................... | 
| 3fa0 |  78 b3 0a 00 00 00 00 00 07 00 00 00 85 00 00 00    00 00 00 00 00 00 00 00 80 b3 0a 00 00 00 00 00  | x............................... | 
| 3fc0 |  07 00 00 00 87 00 00 00 00 00 00 00 00 00 00 00    88 b3 0a 00 00 00 00 00 07 00 00 00 88 00 00 00  | ................................ | 
| 3fe0 |  00 00 00 00 00 00 00 00 90 b3 0a 00 00 00 00 00    07 00 00 00 8a 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4000 |  98 b3 0a 00 00 00 00 00 07 00 00 00 8c 00 00 00    00 00 00 00 00 00 00 00 a0 b3 0a 00 00 00 00 00  | ................................ | 
| 4020 |  07 00 00 00 8d 00 00 00 00 00 00 00 00 00 00 00    a8 b3 0a 00 00 00 00 00 07 00 00 00 8e 00 00 00  | ................................ | 
| 4040 |  00 00 00 00 00 00 00 00 b0 b3 0a 00 00 00 00 00    07 00 00 00 90 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4060 |  b8 b3 0a 00 00 00 00 00 07 00 00 00 91 00 00 00    00 00 00 00 00 00 00 00 c0 b3 0a 00 00 00 00 00  | ................................ | 
| 4080 |  07 00 00 00 92 00 00 00 00 00 00 00 00 00 00 00    c8 b3 0a 00 00 00 00 00 07 00 00 00 93 00 00 00  | ................................ | 
| 40a0 |  00 00 00 00 00 00 00 00 d0 b3 0a 00 00 00 00 00    07 00 00 00 94 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 40c0 |  d8 b3 0a 00 00 00 00 00 07 00 00 00 95 00 00 00    00 00 00 00 00 00 00 00 e0 b3 0a 00 00 00 00 00  | ................................ | 
| 40e0 |  07 00 00 00 97 00 00 00 00 00 00 00 00 00 00 00    e8 b3 0a 00 00 00 00 00 07 00 00 00 98 00 00 00  | ................................ | 
| 4100 |  00 00 00 00 00 00 00 00 f0 b3 0a 00 00 00 00 00    07 00 00 00 9a 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4120 |  f8 b3 0a 00 00 00 00 00 07 00 00 00 9b 00 00 00    00 00 00 00 00 00 00 00 00 b4 0a 00 00 00 00 00  | ................................ | 
| 4140 |  07 00 00 00 9c 00 00 00 00 00 00 00 00 00 00 00    08 b4 0a 00 00 00 00 00 07 00 00 00 9d 00 00 00  | ................................ | 
| 4160 |  00 00 00 00 00 00 00 00 10 b4 0a 00 00 00 00 00    07 00 00 00 9f 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4180 |  18 b4 0a 00 00 00 00 00 07 00 00 00 a0 00 00 00    00 00 00 00 00 00 00 00 20 b4 0a 00 00 00 00 00  | ................................ | 
| 41a0 |  07 00 00 00 a1 00 00 00 00 00 00 00 00 00 00 00    28 b4 0a 00 00 00 00 00 07 00 00 00 a2 00 00 00  | ................(............... | 
| 41c0 |  00 00 00 00 00 00 00 00 30 b4 0a 00 00 00 00 00    07 00 00 00 a3 00 00 00 00 00 00 00 00 00 00 00  | ........0....................... | 
| 41e0 |  38 b4 0a 00 00 00 00 00 07 00 00 00 a4 00 00 00    00 00 00 00 00 00 00 00 40 b4 0a 00 00 00 00 00  | 8.......................@....... | 
| 4200 |  07 00 00 00 a5 00 00 00 00 00 00 00 00 00 00 00    48 b4 0a 00 00 00 00 00 07 00 00 00 a6 00 00 00  | ................H............... | 
| 4220 |  00 00 00 00 00 00 00 00 50 b4 0a 00 00 00 00 00    07 00 00 00 a7 00 00 00 00 00 00 00 00 00 00 00  | ........P....................... | 
| 4240 |  58 b4 0a 00 00 00 00 00 07 00 00 00 a8 00 00 00    00 00 00 00 00 00 00 00 60 b4 0a 00 00 00 00 00  | X.......................`....... | 
| 4260 |  07 00 00 00 a9 00 00 00 00 00 00 00 00 00 00 00    68 b4 0a 00 00 00 00 00 07 00 00 00 aa 00 00 00  | ................h............... | 
| 4280 |  00 00 00 00 00 00 00 00 70 b4 0a 00 00 00 00 00    07 00 00 00 ab 00 00 00 00 00 00 00 00 00 00 00  | ........p....................... | 
| 42a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 42c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 42e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4300 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4320 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4340 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4360 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4380 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 43a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 43c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 43e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4400 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4420 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4440 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4460 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4480 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 44a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 44c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 44e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4500 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4520 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4540 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4560 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4580 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 45a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 45c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 45e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4600 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4620 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4640 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4660 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4680 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 46a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 46c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 46e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4700 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4720 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4740 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4760 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4780 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 47a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 47c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 47e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4800 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4820 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4840 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4860 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4880 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 48a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 48c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 48e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4900 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4920 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4940 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4960 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4980 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 49a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 49c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 49e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4a00 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4a20 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4a40 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4a60 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4a80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4aa0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4ac0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4ae0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4b00 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4b20 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4b40 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4b60 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4b80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4ba0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4bc0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4be0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4c00 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4c20 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4c40 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4c60 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4c80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4ca0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4cc0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 4ce0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
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| 5080 |  ff 25 ba 5f 0a 00 68 05 00 00 00 e9 90 ff ff ff    ff 25 b2 5f 0a 00 68 06 00 00 00 e9 80 ff ff ff  | .%._..h..........%._..h......... | 
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| 5280 |  ff 25 ba 5e 0a 00 68 25 00 00 00 e9 90 fd ff ff    ff 25 b2 5e 0a 00 68 26 00 00 00 e9 80 fd ff ff  | .%.^..h%.........%.^..h&........ | 
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| 5520 |  ff 25 6a 5d 0a 00 68 4f 00 00 00 e9 f0 fa ff ff    ff 25 62 5d 0a 00 68 50 00 00 00 e9 e0 fa ff ff  | .%j]..hO.........%b]..hP........ | 
| 5540 |  ff 25 5a 5d 0a 00 68 51 00 00 00 e9 d0 fa ff ff    ff 25 52 5d 0a 00 68 52 00 00 00 e9 c0 fa ff ff  | .%Z]..hQ.........%R]..hR........ | 
| 5560 |  ff 25 4a 5d 0a 00 68 53 00 00 00 e9 b0 fa ff ff    ff 25 42 5d 0a 00 68 54 00 00 00 e9 a0 fa ff ff  | .%J]..hS.........%B]..hT........ | 
| 5580 |  ff 25 3a 5d 0a 00 68 55 00 00 00 e9 90 fa ff ff    ff 25 32 5d 0a 00 68 56 00 00 00 e9 80 fa ff ff  | .%:]..hU.........%2]..hV........ | 
| 55a0 |  ff 25 2a 5d 0a 00 68 57 00 00 00 e9 70 fa ff ff    ff 25 22 5d 0a 00 68 58 00 00 00 e9 60 fa ff ff  | .%*]..hW....p....%"]..hX....`... | 
| 55c0 |  ff 25 1a 5d 0a 00 68 59 00 00 00 e9 50 fa ff ff    ff 25 12 5d 0a 00 68 5a 00 00 00 e9 40 fa ff ff  | .%.]..hY....P....%.]..hZ....@... | 
| 55e0 |  ff 25 0a 5d 0a 00 68 5b 00 00 00 e9 30 fa ff ff    ff 25 02 5d 0a 00 68 5c 00 00 00 e9 20 fa ff ff  | .%.]..h[....0....%.]..h\........ | 
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| 5640 |  ff 25 da 5c 0a 00 68 61 00 00 00 e9 d0 f9 ff ff    ff 25 d2 5c 0a 00 68 62 00 00 00 e9 c0 f9 ff ff  | .%.\..ha.........%.\..hb........ | 
| 5660 |  ff 25 ca 5c 0a 00 68 63 00 00 00 e9 b0 f9 ff ff    ff 25 c2 5c 0a 00 68 64 00 00 00 e9 a0 f9 ff ff  | .%.\..hc.........%.\..hd........ | 
| 5680 |  ff 25 ba 5c 0a 00 68 65 00 00 00 e9 90 f9 ff ff    ff 25 b2 5c 0a 00 68 66 00 00 00 e9 80 f9 ff ff  | .%.\..he.........%.\..hf........ | 
| 56a0 |  ff 25 aa 5c 0a 00 68 67 00 00 00 e9 70 f9 ff ff    ff 25 a2 5c 0a 00 68 68 00 00 00 e9 60 f9 ff ff  | .%.\..hg....p....%.\..hh....`... | 
| 56c0 |  ff 25 9a 5c 0a 00 68 69 00 00 00 e9 50 f9 ff ff    ff 25 92 5c 0a 00 68 6a 00 00 00 e9 40 f9 ff ff  | .%.\..hi....P....%.\..hj....@... | 
| 56e0 |  ff 25 8a 5c 0a 00 68 6b 00 00 00 e9 30 f9 ff ff    ff 25 82 5c 0a 00 68 6c 00 00 00 e9 20 f9 ff ff  | .%.\..hk....0....%.\..hl........ | 
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| 5720 |  ff 25 6a 5c 0a 00 68 6f 00 00 00 e9 f0 f8 ff ff    ff 25 62 5c 0a 00 68 70 00 00 00 e9 e0 f8 ff ff  | .%j\..ho.........%b\..hp........ | 
| 5740 |  ff 25 5a 5c 0a 00 68 71 00 00 00 e9 d0 f8 ff ff    ff 25 52 5c 0a 00 68 72 00 00 00 e9 c0 f8 ff ff  | .%Z\..hq.........%R\..hr........ | 
| 5760 |  ff 25 4a 5c 0a 00 68 73 00 00 00 e9 b0 f8 ff ff    ff 25 42 5c 0a 00 68 74 00 00 00 e9 a0 f8 ff ff  | .%J\..hs.........%B\..ht........ | 
| 5780 |  ff 25 3a 5c 0a 00 68 75 00 00 00 e9 90 f8 ff ff    ff 25 32 5c 0a 00 68 76 00 00 00 e9 80 f8 ff ff  | .%:\..hu.........%2\..hv........ | 
| 57a0 |  ff 25 2a 5c 0a 00 68 77 00 00 00 e9 70 f8 ff ff    ff 25 22 5c 0a 00 68 78 00 00 00 e9 60 f8 ff ff  | .%*\..hw....p....%"\..hx....`... | 
| 57c0 |  ff 25 1a 5c 0a 00 68 79 00 00 00 e9 50 f8 ff ff    ff 25 12 5c 0a 00 68 7a 00 00 00 e9 40 f8 ff ff  | .%.\..hy....P....%.\..hz....@... | 
| 57e0 |  ff 25 0a 5c 0a 00 68 7b 00 00 00 e9 30 f8 ff ff    ff 25 02 5c 0a 00 68 7c 00 00 00 e9 20 f8 ff ff  | .%.\..h{....0....%.\..h|........ | 
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| 5820 |  ff 25 ea 5b 0a 00 68 7f 00 00 00 e9 f0 f7 ff ff    ff 25 e2 5b 0a 00 68 80 00 00 00 e9 e0 f7 ff ff  | .%.[..h..........%.[..h......... | 
| 5840 |  ff 25 da 5b 0a 00 68 81 00 00 00 e9 d0 f7 ff ff    ff 25 d2 5b 0a 00 68 82 00 00 00 e9 c0 f7 ff ff  | .%.[..h..........%.[..h......... | 
| 5860 |  ff 25 ca 5b 0a 00 68 83 00 00 00 e9 b0 f7 ff ff    ff 25 c2 5b 0a 00 68 84 00 00 00 e9 a0 f7 ff ff  | .%.[..h..........%.[..h......... | 
| 5880 |  ff 25 ba 5b 0a 00 68 85 00 00 00 e9 90 f7 ff ff    ff 25 b2 5b 0a 00 68 86 00 00 00 e9 80 f7 ff ff  | .%.[..h..........%.[..h......... | 
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| 58c0 |  ff 25 9a 5b 0a 00 68 89 00 00 00 e9 50 f7 ff ff    ff 25 92 5b 0a 00 68 8a 00 00 00 e9 40 f7 ff ff  | .%.[..h.....P....%.[..h.....@... | 
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| 5940 |  45 00 75 29 48 89 ef e8 84 f8 ff ff eb 1f 48 8b    05 6b 56 0a 00 41 83 cc ff 48 8b 38 e8 af f9 ff  | E.u)H.........H..kV..A...H.8.... | 
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| 59a0 |  48 85 c0 0f 84 b3 00 00 00 4c 89 f6 48 89 c7 e8    dc fb ff ff 49 89 c4 48 85 c0 75 28 4c 89 ff e8  | H........L..H.......I..H..u(L... | 
| 59c0 |  6c fa ff ff 4c 89 f1 48 8d 35 da 37 05 00 48 89    c2 48 8b 05 e0 55 0a 00 48 8b 38 31 c0 e8 ae fd  | l...L..H.5.7..H..H...U..H.81.... | 
| 59e0 |  ff ff eb 78 4c 89 ee 48 89 c7 e8 71 fa ff ff 85    c0 75 39 4c 89 e7 e8 35 f7 ff ff 4c 89 ff 48 89  | ...xL..H...q.....u9L...5...L..H. | 
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| 5a20 |  48 8b 38 31 c0 e8 66 fd ff ff eb 30 4c 89 ee 4c    89 e7 e8 69 fd ff ff 48 89 03 48 85 c0 74 1d 48  | H.81..f....0L..L...i...H..H..t.H | 
| 5a40 |  8b 45 00 85 c0 78 11 48 ff c8 48 89 45 00 75 08    48 89 ef e8 78 f7 ff ff 31 c0 eb 0b 48 89 ef e8  | .E...x.H..H.E.u.H...x...1...H... | 
| 5a60 |  fc dc 00 00 83 c8 ff 5a 5b 5d 41 5c 41 5d 41 5e    41 5f c3 41 57 49 89 ff 41 56 49 89 f6 48 8d 35  | .......Z[]A\A]A^A_.AWI..AVI..H.5 | 
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| 5aa0 |  00 00 00 4c 89 f6 48 89 c7 e8 e2 fa ff ff 49 89    c4 48 85 c0 75 28 4c 89 ff e8 72 f9 ff ff 4c 89  | ...L..H.......I..H..u(L...r...L. | 
| 5ac0 |  f1 48 8d 35 68 37 05 00 48 89 c2 48 8b 05 e6 54    0a 00 48 8b 38 31 c0 e8 b4 fc ff ff eb 78 4c 89  | .H.5h7..H..H...T..H.81.......xL. | 
| 5ae0 |  ee 48 89 c7 e8 77 f9 ff ff 85 c0 75 39 4c 89 e7    e8 3b f6 ff ff 4c 89 ff 48 89 c3 e8 30 f9 ff ff  | .H...w.....u9L...;...L..H...0... | 
| 5b00 |  49 89 d9 4d 89 e8 4c 89 f1 48 89 c2 48 8b 05 25    54 0a 00 48 8d 35 4e 37 05 00 48 8b 38 31 c0 e8  | I..M..L..H..H..%T..H.5N7..H.81.. | 
| 5b20 |  6c fc ff ff eb 30 4c 89 ee 4c 89 e7 e8 6f fc ff    ff 48 89 03 48 85 c0 74 1d 48 8b 45 00 85 c0 78  | l....0L..L...o...H..H..t.H.E...x | 
| 5b40 |  11 48 ff c8 48 89 45 00 75 08 48 89 ef e8 7e f6    ff ff 31 c0 eb 0b 48 89 ef e8 02 dc 00 00 83 c8  | .H..H.E.u.H...~...1...H......... | 
| 5b60 |  ff 5a 5b 5d 41 5c 41 5d 41 5e 41 5f c3 41 56 41    55 49 89 fd 41 54 55 51 e8 43 f9 ff ff 48 8b 78  | .Z[]A\A]A^A_.AVAUI..ATUQ.C...H.x | 
| 5b80 |  10 e8 3a f7 ff ff 48 8b 15 f3 58 0a 00 48 83 fa    ff 75 15 48 89 05 e6 58 0a 00 45 31 e4 48 ff c0  | ..:...H...X..H...u.H...X..E1.H.. | 
| 5ba0 |  0f 84 35 01 00 00 eb 23 48 39 d0 74 1e 48 8b 05    04 54 0a 00 48 8d 35 fd 36 05 00 45 31 e4 48 8b  | ..5....#H9.t.H...T..H.5.6..E1.H. | 
| 5bc0 |  38 e8 ba f6 ff ff e9 10 01 00 00 4c 8b 25 46 75    0a 00 4d 85 e4 74 15 41 8b 04 24 ff c0 0f 84 f8  | 8..........L.%Fu..M..t.A..$..... | 
| 5be0 |  00 00 00 41 89 04 24 e9 ef 00 00 00 48 8d 35 a9    57 05 00 4c 89 ef e8 75 f5 ff ff 49 89 c6 48 85  | ...A..$.....H.5.W..L...u...I..H. | 
| 5c00 |  c0 75 07 31 ed e9 c4 00 00 00 48 89 c7 e8 ce f5    ff ff 48 89 c5 49 8b 06 85 c0 78 10 48 ff c8 49  | .u.1......H.......H..I....x.H..I | 
| 5c20 |  89 06 75 08 4c 89 f7 e8 a4 f5 ff ff 48 85 ed 74    d2 48 89 ef e8 97 fb ff ff 49 89 c6 48 85 c0 0f  | ..u.L.......H..t.H.......I..H... | 
| 5c40 |  84 89 00 00 00 41 b8 01 00 00 00 48 8d 0d 4f 57    05 00 48 89 c6 4c 89 ef 48 8d 15 4d 57 05 00 e8  | .....A.....H..OW..H..L..H..MW... | 
| 5c60 |  8c fc ff ff 85 c0 78 66 41 b8 01 00 00 00 48 8d    0d 3e 57 05 00 4c 89 f6 4c 89 ef 48 8d 15 3a 57  | ......xfA.....H..>W..L..L..H..:W | 
| 5c80 |  05 00 e8 69 fc ff ff 85 c0 78 43 41 b8 01 00 00    00 48 8d 0d 2b 57 05 00 4c 89 f6 4c 89 ef 48 8d  | ...i.....xCA.....H..+W..L..L..H. | 
| 5ca0 |  15 2a 57 05 00 e8 46 fc ff ff 85 c0 78 20 45 31    c0 48 8d 0d 1e 57 05 00 4c 89 f6 4c 89 ef 48 8d  | .*W...F.....x.E1.H...W..L..L..H. | 
| 5cc0 |  15 1a 57 05 00 e8 26 fc ff ff 85 c0 79 0a 48 89    ef e8 8a da 00 00 eb 03 49 89 ec 5a 4c 89 e0 5d  | ..W...&.....y.H.........I..ZL..] | 
| 5ce0 |  41 5c 41 5d 41 5e c3 41 56 49 89 f6 48 89 d6 41    55 49 89 d5 41 54 55 44 89 c5 53 48 89 cb 48 81  | A\A]A^.AVI..H..AUI..ATUD..SH..H. | 
| 5d00 |  ec d0 00 00 00 e8 66 f4 ff ff 49 89 c4 48 85 c0    0f 84 b8 00 00 00 48 8b 40 08 f6 80 ab 00 00 00  | ......f...I..H........H.@....... | 
| 5d20 |  80 75 23 48 8b 05 0e 52 0a 00 4c 89 e9 4c 89 f2    48 8d 35 11 36 05 00 48 8b 38 31 c0 e8 4f fa ff  | .u#H...R..L..L..H.5.6..H.81..O.. | 
| 5d40 |  ff e9 88 00 00 00 4d 8b 4c 24 28 49 8b 44 24 20    4d 85 c9 74 0d 49 83 f9 08 ba 08 00 00 00 4c 0f  | ......M.L$(I.D$.M..t.I........L. | 
| 5d60 |  4c ca 49 01 c1 4c 39 cb 76 23 48 8b 05 b7 51 0a    00 49 89 d8 4c 89 e9 4c 89 f2 48 8d 35 ef 35 05  | L.I..L9.v#H...Q..I..L..L..H.5.5. | 
| 5d80 |  00 48 8b 38 31 c0 e8 05 fa ff ff eb 41 ff cd 75    48 48 39 c3 73 43 48 8d 6c 24 08 52 4c 89 f1 49  | .H.81.......A..uHH9.sCH.l$.RL..I | 
| 5da0 |  89 d9 50 4d 89 e8 48 8d 15 3b 36 05 00 be c8 00    00 00 48 89 ef 31 c0 e8 84 f5 ff ff 48 89 ee 31  | ..PM..H..;6.......H..1......H..1 | 
| 5dc0 |  d2 31 ff e8 f8 f3 ff ff 59 5e 85 c0 79 0b 4c 89    e7 45 31 e4 e8 87 d9 00 00 48 81 c4 d0 00 00 00  | .1......Y^..y.L..E1......H...... | 
| 5de0 |  4c 89 e0 5b 5d 41 5c 41 5d 41 5e c3 41 57 49 89    cf 41 56 41 89 f6 31 f6 41 55 41 89 fd 48 8d 3d  | L..[]A\A]A^.AWI..AVA..1.AUA..H.= | 
| 5e00 |  2a 56 05 00 41 54 45 31 e4 55 53 89 d3 48 83 ec    18 4c 89 44 24 08 4c 89 0c 24 e8 71 f3 ff ff 48  | *V..ATE1.US..H...L.D$.L..$.q...H | 
| 5e20 |  85 c0 0f 84 82 00 00 00 50 48 89 c5 44 89 f1 31    d2 ff b4 24 88 00 00 00 8b 84 24 88 00 00 00 31  | ........PH..D..1...$......$....1 | 
| 5e40 |  f6 44 89 ef 50 ff b4 24 88 00 00 00 ff b4 24 90    00 00 00 ff b4 24 90 00 00 00 ff b4 24 90 00 00  | .D..P..$......$......$......$... | 
| 5e60 |  00 ff b4 24 90 00 00 00 ff b4 24 90 00 00 00 4c    8b 4c 24 48 41 51 4c 8b 44 24 58 41 89 d9 41 50  | ...$......$....L.L$HAQL.D$XA..AP | 
| 5e80 |  45 31 c0 41 57 e8 66 f8 ff ff 48 83 c4 60 49 89    c4 48 8b 45 00 85 c0 78 11 48 ff c8 48 89 45 00  | E1.AW.f...H..`I..H.E...x.H..H.E. | 
| 5ea0 |  75 08 48 89 ef e8 26 f3 ff ff 48 83 c4 18 4c 89    e0 5b 5d 41 5c 41 5d 41 5e 41 5f c3 55 48 8d 05  | u.H...&...H...L..[]A\A]A^A_.UH.. | 
| 5ec0 |  5c 61 0a 00 48 8d 0d 95 61 0a 00 53 48 81 ec e8    45 00 00 48 89 44 24 08 48 8d 05 c1 86 07 00 48  | \a..H...a..SH...E..H.D$.H......H | 
| 5ee0 |  89 44 24 10 48 8d 05 3d 61 0a 00 48 89 44 24 30    48 8d 05 29 97 09 00 48 89 44 24 38 48 8d 05 2d  | .D$.H..=a..H.D$0H..)...H.D$8H..- | 
| 5f00 |  61 0a 00 48 89 44 24 58 48 8d 05 51 86 07 00 48    89 44 24 60 48 8d 05 1d 61 0a 00 48 89 84 24 80  | a..H.D$XH..Q...H.D$`H...a..H..$. | 
| 5f20 |  00 00 00 48 8d 05 9e 99 09 00 48 89 84 24 88 00    00 00 48 8d 05 07 61 0a 00 48 89 84 24 a8 00 00  | ...H......H..$....H...a..H..$... | 
| 5f40 |  00 48 8d 05 40 9a 09 00 48 89 84 24 b0 00 00 00    48 8d 05 f1 60 0a 00 48 c7 44 24 18 41 00 00 00  | .H..@...H..$....H...`..H.D$.A... | 
| 5f60 |  48 c7 44 24 20 00 00 00 00 66 c7 44 24 28 01 00    c6 44 24 2a 00 48 c7 44 24 40 13 00 00 00 48 c7  | H.D$.....f.D$(...D$*.H.D$@....H. | 
| 5f80 |  44 24 48 00 00 00 00 66 c7 44 24 50 00 01 c6 44    24 52 01 48 c7 44 24 68 26 00 00 00 48 c7 44 24  | D$H....f.D$P...D$R.H.D$h&...H.D$ | 
| 5fa0 |  70 00 00 00 00 66 c7 44 24 78 01 00 c6 44 24 7a    00 48 c7 84 24 90 00 00 00 0c 00 00 00 48 c7 84  | p....f.D$x...D$z.H..$........H.. | 
| 5fc0 |  24 98 00 00 00 00 00 00 00 66 c7 84 24 a0 00 00    00 00 01 c6 84 24 a2 00 00 00 01 48 c7 84 24 b8  | $........f..$........$.....H..$. | 
| 5fe0 |  00 00 00 0b 00 00 00 48 c7 84 24 c0 00 00 00 00    00 00 00 66 c7 84 24 c8 00 00 00 00 01 c6 84 24  | .......H..$........f..$........$ | 
| 6000 |  ca 00 00 00 01 48 89 84 24 d0 00 00 00 48 8d 05    0c 85 07 00 48 89 84 24 d8 00 00 00 48 8d 05 2d  | .....H..$....H......H..$....H..- | 
| 6020 |  60 0a 00 48 89 84 24 f8 00 00 00 48 8d 05 de 9b    09 00 48 89 84 24 00 01 00 00 48 8d 05 17 60 0a  | `..H..$....H......H..$....H...`. | 
| 6040 |  00 48 89 84 24 20 01 00 00 48 8d 05 18 9a 09 00    48 89 84 24 28 01 00 00 48 89 84 24 50 01 00 00  | .H..$....H......H..$(...H..$P... | 
| 6060 |  48 8d 41 08 48 89 84 24 70 01 00 00 48 8d 05 6d    84 07 00 48 89 84 24 78 01 00 00 48 8d 41 10 48  | H.A.H..$p...H..m...H..$x...H.A.H | 
| 6080 |  89 84 24 98 01 00 00 48 8d 05 6a 97 09 00 48 89    84 24 a0 01 00 00 48 8d 41 18 48 89 8c 24 48 01  | ..$....H..j...H..$....H.A.H..$H. | 
| 60a0 |  00 00 48 c7 84 24 e0 00 00 00 3e 00 00 00 48 c7    84 24 e8 00 00 00 00 00 00 00 66 c7 84 24 f0 00  | ..H..$....>...H..$........f..$.. | 
| 60c0 |  00 00 01 00 c6 84 24 f2 00 00 00 00 48 c7 84 24    08 01 00 00 09 00 00 00 48 c7 84 24 10 01 00 00  | ......$.....H..$........H..$.... | 
| 60e0 |  00 00 00 00 66 c7 84 24 18 01 00 00 00 01 c6 84    24 1a 01 00 00 01 48 c7 84 24 30 01 00 00 08 00  | ....f..$........$.....H..$0..... | 
| 6100 |  00 00 48 c7 84 24 38 01 00 00 00 00 00 00 66 c7    84 24 40 01 00 00 00 01 c6 84 24 42 01 00 00 01  | ..H..$8.......f..$@.......$B.... | 
| 6120 |  48 c7 84 24 58 01 00 00 08 00 00 00 48 c7 84 24    60 01 00 00 00 00 00 00 66 c7 84 24 68 01 00 00  | H..$X.......H..$`.......f..$h... | 
| 6140 |  01 00 c6 84 24 6a 01 00 00 01 48 c7 84 24 80 01    00 00 24 00 00 00 48 c7 84 24 88 01 00 00 00 00  | ....$j....H..$....$...H..$...... | 
| 6160 |  00 00 66 c7 84 24 90 01 00 00 01 00 c6 84 24 92    01 00 00 00 48 c7 84 24 a8 01 00 00 0e 00 00 00  | ..f..$........$.....H..$........ | 
| 6180 |  48 89 84 24 c0 01 00 00 48 8d 05 71 82 07 00 48    89 84 24 c8 01 00 00 48 8d 41 20 48 83 c1 28 48  | H..$....H..q...H..$....H.A.H..(H | 
| 61a0 |  89 84 24 e8 01 00 00 48 8d 05 0a 97 09 00 48 8d    91 00 02 00 00 48 89 84 24 f0 01 00 00 48 89 84  | ..$....H......H......H..$....H.. | 
| 61c0 |  24 18 02 00 00 48 8d 41 08 48 89 84 24 38 02 00    00 48 8d 05 48 8f 09 00 48 89 84 24 40 02 00 00  | $....H.A.H..$8...H..H...H..$@... | 
| 61e0 |  48 8d 41 10 48 89 84 24 60 02 00 00 48 8d 05 4d    92 09 00 48 89 84 24 68 02 00 00 48 8d 41 18 48  | H.A.H..$`...H..M...H..$h...H.A.H | 
| 6200 |  89 8c 24 10 02 00 00 48 c7 84 24 b0 01 00 00 00    00 00 00 66 c7 84 24 b8 01 00 00 00 01 c6 84 24  | ..$....H..$........f..$........$ | 
| 6220 |  ba 01 00 00 01 48 c7 84 24 d0 01 00 00 cb 00 00    00 48 c7 84 24 d8 01 00 00 00 00 00 00 66 c7 84  | .....H..$........H..$........f.. | 
| 6240 |  24 e0 01 00 00 01 00 c6 84 24 e2 01 00 00 00 48    c7 84 24 f8 01 00 00 0c 00 00 00 48 c7 84 24 00  | $........$.....H..$........H..$. | 
| 6260 |  02 00 00 00 00 00 00 66 c7 84 24 08 02 00 00 00    01 c6 84 24 0a 02 00 00 01 48 c7 84 24 20 02 00  | .......f..$........$.....H..$... | 
| 6280 |  00 0c 00 00 00 48 c7 84 24 28 02 00 00 00 00 00    00 66 c7 84 24 30 02 00 00 01 00 c6 84 24 32 02  | .....H..$(.......f..$0.......$2. | 
| 62a0 |  00 00 01 48 c7 84 24 48 02 00 00 21 00 00 00 48    c7 84 24 50 02 00 00 00 00 00 00 66 c7 84 24 58  | ...H..$H...!...H..$P.......f..$X | 
| 62c0 |  02 00 00 01 00 c6 84 24 5a 02 00 00 00 48 c7 84    24 70 02 00 00 1d 00 00 00 48 c7 84 24 78 02 00  | .......$Z....H..$p.......H..$x.. | 
| 62e0 |  00 00 00 00 00 66 c7 84 24 80 02 00 00 01 00 c6    84 24 82 02 00 00 00 48 89 84 24 88 02 00 00 48  | .....f..$........$.....H..$....H | 
| 6300 |  8d 05 5a 19 09 00 48 89 84 24 90 02 00 00 48 8d    41 20 48 89 84 24 b0 02 00 00 48 8d 05 5f 90 09  | ..Z...H..$....H.A.H..$....H.._.. | 
| 6320 |  00 48 89 84 24 b8 02 00 00 48 8d 41 28 48 89 84    24 d8 02 00 00 48 8d 05 e4 18 09 00 48 89 84 24  | .H..$....H.A(H..$....H......H..$ | 
| 6340 |  e0 02 00 00 48 8d 41 30 48 89 84 24 00 03 00 00    48 8d 05 69 80 07 00 48 89 84 24 08 03 00 00 48  | ....H.A0H..$....H..i...H..$....H | 
| 6360 |  8d 41 38 48 89 84 24 28 03 00 00 48 8d 05 8e 91    09 00 48 89 84 24 30 03 00 00 48 8d 41 40 48 89  | .A8H..$(...H......H..$0...H.A@H. | 
| 6380 |  84 24 50 03 00 00 48 8d 05 d3 8f 09 00 48 89 84    24 58 03 00 00 48 8d 41 48 48 c7 84 24 98 02 00  | .$P...H......H..$X...H.AHH..$... | 
| 63a0 |  00 22 00 00 00 48 c7 84 24 a0 02 00 00 00 00 00    00 66 c7 84 24 a8 02 00 00 01 00 c6 84 24 aa 02  | ."...H..$........f..$........$.. | 
| 63c0 |  00 00 00 48 c7 84 24 c0 02 00 00 1e 00 00 00 48    c7 84 24 c8 02 00 00 00 00 00 00 66 c7 84 24 d0  | ...H..$........H..$........f..$. | 
| 63e0 |  02 00 00 01 00 c6 84 24 d2 02 00 00 00 48 c7 84    24 e8 02 00 00 22 00 00 00 48 c7 84 24 f0 02 00  | .......$.....H..$...."...H..$... | 
| 6400 |  00 00 00 00 00 66 c7 84 24 f8 02 00 00 01 00 c6    84 24 fa 02 00 00 00 48 c7 84 24 10 03 00 00 23  | .....f..$........$.....H..$....# | 
| 6420 |  00 00 00 48 c7 84 24 18 03 00 00 00 00 00 00 66    c7 84 24 20 03 00 00 01 00 c6 84 24 22 03 00 00  | ...H..$........f..$........$"... | 
| 6440 |  00 48 c7 84 24 38 03 00 00 1a 00 00 00 48 c7 84    24 40 03 00 00 00 00 00 00 66 c7 84 24 48 03 00  | .H..$8.......H..$@.......f..$H.. | 
| 6460 |  00 01 00 c6 84 24 4a 03 00 00 00 48 c7 84 24 60    03 00 00 1e 00 00 00 48 89 84 24 78 03 00 00 48  | .....$J....H..$`.......H..$x...H | 
| 6480 |  8d 05 5a 17 09 00 48 89 84 24 80 03 00 00 48 8d    41 50 48 89 84 24 a0 03 00 00 48 8d 05 3f 8e 09  | ..Z...H..$....H.APH..$....H..?.. | 
| 64a0 |  00 48 89 84 24 a8 03 00 00 48 8d 41 58 48 89 84    24 c8 03 00 00 48 8d 05 e4 16 09 00 48 89 84 24  | .H..$....H.AXH..$....H......H..$ | 
| 64c0 |  d0 03 00 00 48 8d 41 60 48 89 84 24 f0 03 00 00    48 8d 05 69 8d 09 00 48 89 84 24 f8 03 00 00 48  | ....H.A`H..$....H..i...H..$....H | 
| 64e0 |  8d 41 68 48 89 84 24 18 04 00 00 48 8d 05 ee 8b    09 00 48 89 84 24 20 04 00 00 48 8d 41 70 48 c7  | .AhH..$....H......H..$....H.ApH. | 
| 6500 |  84 24 68 03 00 00 00 00 00 00 66 c7 84 24 70 03    00 00 01 00 c6 84 24 72 03 00 00 00 48 c7 84 24  | .$h.......f..$p.......$r....H..$ | 
| 6520 |  88 03 00 00 22 00 00 00 48 c7 84 24 90 03 00 00    00 00 00 00 66 c7 84 24 98 03 00 00 01 00 c6 84  | ...."...H..$........f..$........ | 
| 6540 |  24 9a 03 00 00 00 48 c7 84 24 b0 03 00 00 1f 00    00 00 48 c7 84 24 b8 03 00 00 00 00 00 00 66 c7  | $.....H..$........H..$........f. | 
| 6560 |  84 24 c0 03 00 00 01 00 c6 84 24 c2 03 00 00 00    48 c7 84 24 d8 03 00 00 27 00 00 00 48 c7 84 24  | .$........$.....H..$....'...H..$ | 
| 6580 |  e0 03 00 00 00 00 00 00 66 c7 84 24 e8 03 00 00    01 00 c6 84 24 ea 03 00 00 00 48 c7 84 24 00 04  | ........f..$........$.....H..$.. | 
| 65a0 |  00 00 20 00 00 00 48 c7 84 24 08 04 00 00 00 00    00 00 66 c7 84 24 10 04 00 00 01 00 c6 84 24 12  | ......H..$........f..$........$. | 
| 65c0 |  04 00 00 00 48 c7 84 24 28 04 00 00 21 00 00 00    48 c7 84 24 30 04 00 00 00 00 00 00 66 c7 84 24  | ....H..$(...!...H..$0.......f..$ | 
| 65e0 |  38 04 00 00 01 00 c6 84 24 3a 04 00 00 00 48 89    84 24 40 04 00 00 48 8d 05 63 15 09 00 48 89 84  | 8.......$:....H..$@...H..c...H.. | 
| 6600 |  24 48 04 00 00 48 8d 41 78 48 89 84 24 68 04 00    00 48 8d 05 08 15 09 00 48 89 84 24 70 04 00 00  | $H...H.AxH..$h...H......H..$p... | 
| 6620 |  48 8d 81 80 00 00 00 48 89 84 24 90 04 00 00 48    8d 05 4a 7d 07 00 48 89 84 24 98 04 00 00 48 8d  | H......H..$....H..J}..H..$....H. | 
| 6640 |  81 88 00 00 00 48 89 84 24 b8 04 00 00 48 8d 05    8c 14 09 00 48 89 84 24 c0 04 00 00 48 8d 81 90  | .....H..$....H......H..$....H... | 
| 6660 |  00 00 00 48 89 84 24 e0 04 00 00 48 8d 05 ce 7c    07 00 48 89 84 24 e8 04 00 00 48 8d 81 98 00 00  | ...H..$....H...|..H..$....H..... | 
| 6680 |  00 48 89 84 24 08 05 00 00 48 8d 05 70 7c 07 00    48 89 84 24 10 05 00 00 48 8d 81 a0 00 00 00 48  | .H..$....H..p|..H..$....H......H | 
| 66a0 |  c7 84 24 50 04 00 00 22 00 00 00 48 c7 84 24 58    04 00 00 00 00 00 00 66 c7 84 24 60 04 00 00 01  | ..$P..."...H..$X.......f..$`.... | 
| 66c0 |  00 c6 84 24 62 04 00 00 00 48 c7 84 24 78 04 00    00 22 00 00 00 48 c7 84 24 80 04 00 00 00 00 00  | ...$b....H..$x..."...H..$....... | 
| 66e0 |  00 66 c7 84 24 88 04 00 00 01 00 c6 84 24 8a 04    00 00 00 48 c7 84 24 a0 04 00 00 24 00 00 00 48  | .f..$........$.....H..$....$...H | 
| 6700 |  c7 84 24 a8 04 00 00 00 00 00 00 66 c7 84 24 b0    04 00 00 01 00 c6 84 24 b2 04 00 00 00 48 c7 84  | ..$........f..$........$.....H.. | 
| 6720 |  24 c8 04 00 00 2c 00 00 00 48 c7 84 24 d0 04 00    00 00 00 00 00 66 c7 84 24 d8 04 00 00 01 00 c6  | $....,...H..$........f..$....... | 
| 6740 |  84 24 da 04 00 00 00 48 c7 84 24 f0 04 00 00 2a    00 00 00 48 c7 84 24 f8 04 00 00 00 00 00 00 66  | .$.....H..$....*...H..$........f | 
| 6760 |  c7 84 24 00 05 00 00 01 00 c6 84 24 02 05 00 00    00 48 c7 84 24 18 05 00 00 2d 00 00 00 48 89 84  | ..$........$.....H..$....-...H.. | 
| 6780 |  24 30 05 00 00 48 8d 05 34 7b 07 00 48 89 84 24    38 05 00 00 48 8d 81 a8 00 00 00 48 89 84 24 58  | $0...H..4{..H..$8...H......H..$X | 
| 67a0 |  05 00 00 48 8d 05 16 8b 09 00 48 89 84 24 60 05    00 00 48 8d 81 b0 00 00 00 48 89 84 24 80 05 00  | ...H......H..$`...H......H..$... | 
| 67c0 |  00 48 8d 05 d8 8a 09 00 48 89 84 24 88 05 00 00    48 8d 81 b8 00 00 00 48 89 84 24 a8 05 00 00 48  | .H......H..$....H......H..$....H | 
| 67e0 |  8d 05 9a 7a 07 00 48 89 84 24 b0 05 00 00 48 8d    81 c0 00 00 00 48 89 84 24 d0 05 00 00 48 8d 05  | ...z..H..$....H......H..$....H.. | 
| 6800 |  1c 8a 09 00 48 89 84 24 d8 05 00 00 48 8d 81 c8    00 00 00 48 c7 84 24 20 05 00 00 00 00 00 00 66  | ....H..$....H......H..$........f | 
| 6820 |  c7 84 24 28 05 00 00 01 00 c6 84 24 2a 05 00 00    00 48 c7 84 24 40 05 00 00 25 00 00 00 48 c7 84  | ..$(.......$*....H..$@...%...H.. | 
| 6840 |  24 48 05 00 00 00 00 00 00 66 c7 84 24 50 05 00    00 01 00 c6 84 24 52 05 00 00 00 48 c7 84 24 68  | $H.......f..$P.......$R....H..$h | 
| 6860 |  05 00 00 1f 00 00 00 48 c7 84 24 70 05 00 00 00    00 00 00 66 c7 84 24 78 05 00 00 01 00 c6 84 24  | .......H..$p.......f..$x.......$ | 
| 6880 |  7a 05 00 00 00 48 c7 84 24 90 05 00 00 1f 00 00    00 48 c7 84 24 98 05 00 00 00 00 00 00 66 c7 84  | z....H..$........H..$........f.. | 
| 68a0 |  24 a0 05 00 00 01 00 c6 84 24 a2 05 00 00 00 48    c7 84 24 b8 05 00 00 24 00 00 00 48 c7 84 24 c0  | $........$.....H..$....$...H..$. | 
| 68c0 |  05 00 00 00 00 00 00 66 c7 84 24 c8 05 00 00 01    00 c6 84 24 ca 05 00 00 00 48 c7 84 24 e0 05 00  | .......f..$........$.....H..$... | 
| 68e0 |  00 20 00 00 00 48 c7 84 24 e8 05 00 00 00 00 00    00 66 c7 84 24 f0 05 00 00 01 00 c6 84 24 f2 05  | .....H..$........f..$........$.. | 
| 6900 |  00 00 00 48 89 84 24 f8 05 00 00 48 8d 05 2e 8a    09 00 48 89 84 24 00 06 00 00 48 8d 81 d0 00 00  | ...H..$....H......H..$....H..... | 
| 6920 |  00 48 89 84 24 20 06 00 00 48 8d 05 f0 8a 09 00    48 89 84 24 28 06 00 00 48 8d 81 d8 00 00 00 48  | .H..$....H......H..$(...H......H | 
| 6940 |  89 84 24 48 06 00 00 48 8d 05 32 89 09 00 48 89    84 24 50 06 00 00 48 8d 81 e0 00 00 00 48 89 84  | ..$H...H..2...H..$P...H......H.. | 
| 6960 |  24 70 06 00 00 48 8d 05 b4 89 09 00 48 89 84 24    78 06 00 00 48 8d 81 e8 00 00 00 48 89 84 24 98  | $p...H......H..$x...H......H..$. | 
| 6980 |  06 00 00 48 8d 05 b6 78 07 00 48 89 84 24 a0 06    00 00 48 8d 81 f0 00 00 00 48 89 84 24 c0 06 00  | ...H...x..H..$....H......H..$... | 
| 69a0 |  00 48 8d 05 58 78 07 00 48 89 84 24 c8 06 00 00    48 8d 81 f8 00 00 00 48 c7 84 24 08 06 00 00 1e  | .H..Xx..H..$....H......H..$..... | 
| 69c0 |  00 00 00 48 c7 84 24 10 06 00 00 00 00 00 00 66    c7 84 24 18 06 00 00 01 00 c6 84 24 1a 06 00 00  | ...H..$........f..$........$.... | 
| 69e0 |  00 48 c7 84 24 30 06 00 00 1d 00 00 00 48 c7 84    24 38 06 00 00 00 00 00 00 66 c7 84 24 40 06 00  | .H..$0.......H..$8.......f..$@.. | 
| 6a00 |  00 01 00 c6 84 24 42 06 00 00 00 48 c7 84 24 58    06 00 00 1f 00 00 00 48 c7 84 24 60 06 00 00 00  | .....$B....H..$X.......H..$`.... | 
| 6a20 |  00 00 00 66 c7 84 24 68 06 00 00 01 00 c6 84 24    6a 06 00 00 00 48 c7 84 24 80 06 00 00 1e 00 00  | ...f..$h.......$j....H..$....... | 
| 6a40 |  00 48 c7 84 24 88 06 00 00 00 00 00 00 66 c7 84    24 90 06 00 00 01 00 c6 84 24 92 06 00 00 00 48  | .H..$........f..$........$.....H | 
| 6a60 |  c7 84 24 a8 06 00 00 28 00 00 00 48 c7 84 24 b0    06 00 00 00 00 00 00 66 c7 84 24 b8 06 00 00 01  | ..$....(...H..$........f..$..... | 
| 6a80 |  00 c6 84 24 ba 06 00 00 00 48 c7 84 24 d0 06 00    00 25 00 00 00 48 89 84 24 e8 06 00 00 48 8d 05  | ...$.....H..$....%...H..$....H.. | 
| 6aa0 |  fc 85 09 00 48 89 84 24 f0 06 00 00 48 8d 81 00    01 00 00 48 89 84 24 10 07 00 00 48 8d 05 be 89  | ....H..$....H......H..$....H.... | 
| 6ac0 |  09 00 48 89 84 24 18 07 00 00 48 8d 81 08 01 00    00 48 89 84 24 38 07 00 00 48 8d 05 20 87 09 00  | ..H..$....H......H..$8...H...... | 
| 6ae0 |  48 89 84 24 40 07 00 00 48 8d 81 10 01 00 00 48    89 84 24 60 07 00 00 48 8d 05 c2 76 07 00 48 89  | H..$@...H......H..$`...H...v..H. | 
| 6b00 |  84 24 68 07 00 00 48 8d 81 18 01 00 00 48 89 84    24 88 07 00 00 48 8d 05 64 76 07 00 48 89 84 24  | .$h...H......H..$....H..dv..H..$ | 
| 6b20 |  90 07 00 00 48 8d 81 20 01 00 00 48 c7 84 24 d8    06 00 00 00 00 00 00 66 c7 84 24 e0 06 00 00 01  | ....H......H..$........f..$..... | 
| 6b40 |  00 c6 84 24 e2 06 00 00 00 48 c7 84 24 f8 06 00    00 21 00 00 00 48 c7 84 24 00 07 00 00 00 00 00  | ...$.....H..$....!...H..$....... | 
| 6b60 |  00 66 c7 84 24 08 07 00 00 01 00 c6 84 24 0a 07    00 00 00 48 c7 84 24 20 07 00 00 1c 00 00 00 48  | .f..$........$.....H..$........H | 
| 6b80 |  c7 84 24 28 07 00 00 00 00 00 00 66 c7 84 24 30    07 00 00 01 00 c6 84 24 32 07 00 00 00 48 c7 84  | ..$(.......f..$0.......$2....H.. | 
| 6ba0 |  24 48 07 00 00 20 00 00 00 48 c7 84 24 50 07 00    00 00 00 00 00 66 c7 84 24 58 07 00 00 01 00 c6  | $H.......H..$P.......f..$X...... | 
| 6bc0 |  84 24 5a 07 00 00 00 48 c7 84 24 70 07 00 00 28    00 00 00 48 c7 84 24 78 07 00 00 00 00 00 00 66  | .$Z....H..$p...(...H..$x.......f | 
| 6be0 |  c7 84 24 80 07 00 00 01 00 c6 84 24 82 07 00 00    00 48 c7 84 24 98 07 00 00 2c 00 00 00 48 c7 84  | ..$........$.....H..$....,...H.. | 
| 6c00 |  24 a0 07 00 00 00 00 00 00 66 c7 84 24 a8 07 00    00 01 00 c6 84 24 aa 07 00 00 00 48 89 84 24 b0  | $........f..$........$.....H..$. | 
| 6c20 |  07 00 00 48 8d 05 76 0e 09 00 48 89 84 24 b8 07    00 00 48 8d 81 28 01 00 00 48 89 84 24 d8 07 00  | ...H..v...H..$....H..(...H..$... | 
| 6c40 |  00 48 8d 05 f8 74 07 00 48 89 84 24 e0 07 00 00    48 8d 81 30 01 00 00 48 89 84 24 00 08 00 00 48  | .H...t..H..$....H..0...H..$....H | 
| 6c60 |  8d 05 9a 74 07 00 48 89 84 24 08 08 00 00 48 8d    81 38 01 00 00 48 89 84 24 28 08 00 00 48 8d 05  | ...t..H..$....H..8...H..$(...H.. | 
| 6c80 |  5c 85 09 00 48 89 84 24 30 08 00 00 48 8d 81 40    01 00 00 48 89 84 24 50 08 00 00 48 8d 05 1e 74  | \...H..$0...H..@...H..$P...H...t | 
| 6ca0 |  07 00 48 89 84 24 58 08 00 00 48 8d 81 48 01 00    00 48 89 84 24 78 08 00 00 48 8d 05 00 85 09 00  | ..H..$X...H..H...H..$x...H...... | 
| 6cc0 |  48 89 84 24 80 08 00 00 48 8d 81 50 01 00 00 48    c7 84 24 c0 07 00 00 27 00 00 00 48 c7 84 24 c8  | H..$....H..P...H..$....'...H..$. | 
| 6ce0 |  07 00 00 00 00 00 00 66 c7 84 24 d0 07 00 00 01    00 c6 84 24 d2 07 00 00 00 48 c7 84 24 e8 07 00  | .......f..$........$.....H..$... | 
| 6d00 |  00 28 00 00 00 48 c7 84 24 f0 07 00 00 00 00 00    00 66 c7 84 24 f8 07 00 00 01 00 c6 84 24 fa 07  | .(...H..$........f..$........$.. | 
| 6d20 |  00 00 00 48 c7 84 24 10 08 00 00 23 00 00 00 48    c7 84 24 18 08 00 00 00 00 00 00 66 c7 84 24 20  | ...H..$....#...H..$........f..$. | 
| 6d40 |  08 00 00 01 00 c6 84 24 22 08 00 00 00 48 c7 84    24 38 08 00 00 20 00 00 00 48 c7 84 24 40 08 00  | .......$"....H..$8.......H..$@.. | 
| 6d60 |  00 00 00 00 00 66 c7 84 24 48 08 00 00 01 00 c6    84 24 4a 08 00 00 00 48 c7 84 24 60 08 00 00 23  | .....f..$H.......$J....H..$`...# | 
| 6d80 |  00 00 00 48 c7 84 24 68 08 00 00 00 00 00 00 66    c7 84 24 70 08 00 00 01 00 c6 84 24 72 08 00 00  | ...H..$h.......f..$p.......$r... | 
| 6da0 |  00 48 c7 84 24 88 08 00 00 20 00 00 00 48 89 84    24 a0 08 00 00 48 8d 05 a4 82 09 00 48 89 84 24  | .H..$........H..$....H......H..$ | 
| 6dc0 |  a8 08 00 00 48 8d 81 58 01 00 00 48 89 84 24 c8    08 00 00 48 8d 05 26 86 09 00 48 89 84 24 d0 08  | ....H..X...H..$....H..&...H..$.. | 
| 6de0 |  00 00 48 8d 81 60 01 00 00 48 89 84 24 f0 08 00    00 48 8d 05 a8 83 09 00 48 89 84 24 f8 08 00 00  | ..H..`...H..$....H......H..$.... | 
| 6e00 |  48 8d 81 68 01 00 00 48 89 84 24 18 09 00 00 48    8d 05 ca 85 09 00 48 89 84 24 20 09 00 00 48 8d  | H..h...H..$....H......H..$....H. | 
| 6e20 |  81 70 01 00 00 48 89 84 24 40 09 00 00 48 8d 05    8c 85 09 00 48 89 84 24 48 09 00 00 48 8d 81 78  | .p...H..$@...H......H..$H...H..x | 
| 6e40 |  01 00 00 48 c7 84 24 90 08 00 00 00 00 00 00 66    c7 84 24 98 08 00 00 01 00 c6 84 24 9a 08 00 00  | ...H..$........f..$........$.... | 
| 6e60 |  00 48 c7 84 24 b0 08 00 00 21 00 00 00 48 c7 84    24 b8 08 00 00 00 00 00 00 66 c7 84 24 c0 08 00  | .H..$....!...H..$........f..$... | 
| 6e80 |  00 01 00 c6 84 24 c2 08 00 00 00 48 c7 84 24 d8    08 00 00 1d 00 00 00 48 c7 84 24 e0 08 00 00 00  | .....$.....H..$........H..$..... | 
| 6ea0 |  00 00 00 66 c7 84 24 e8 08 00 00 01 00 c6 84 24    ea 08 00 00 00 48 c7 84 24 00 09 00 00 20 00 00  | ...f..$........$.....H..$....... | 
| 6ec0 |  00 48 c7 84 24 08 09 00 00 00 00 00 00 66 c7 84    24 10 09 00 00 01 00 c6 84 24 12 09 00 00 00 48  | .H..$........f..$........$.....H | 
| 6ee0 |  c7 84 24 28 09 00 00 1d 00 00 00 48 c7 84 24 30    09 00 00 00 00 00 00 66 c7 84 24 38 09 00 00 01  | ..$(.......H..$0.......f..$8.... | 
| 6f00 |  00 c6 84 24 3a 09 00 00 00 48 c7 84 24 50 09 00    00 1b 00 00 00 48 c7 84 24 58 09 00 00 00 00 00  | ...$:....H..$P.......H..$X...... | 
| 6f20 |  00 66 c7 84 24 60 09 00 00 01 00 c6 84 24 62 09    00 00 00 48 89 84 24 68 09 00 00 48 8d 05 5e 88  | .f..$`.......$b....H..$h...H..^. | 
| 6f40 |  09 00 48 89 84 24 70 09 00 00 48 8d 81 80 01 00    00 48 89 84 24 90 09 00 00 48 8d 05 e0 8b 09 00  | ..H..$p...H......H..$....H...... | 
| 6f60 |  48 89 84 24 98 09 00 00 48 8d 81 88 01 00 00 48    89 84 24 b8 09 00 00 48 8d 05 02 70 07 00 48 89  | H..$....H......H..$....H...p..H. | 
| 6f80 |  84 24 c0 09 00 00 48 8d 81 90 01 00 00 48 89 84    24 e0 09 00 00 48 8d 05 88 8f 09 00 48 89 84 24  | .$....H......H..$....H......H..$ | 
| 6fa0 |  e8 09 00 00 48 8d 81 98 01 00 00 48 89 84 24 08    0a 00 00 48 8d 05 66 6f 07 00 48 89 84 24 10 0a  | ....H......H..$....H..fo..H..$.. | 
| 6fc0 |  00 00 48 8d 81 a0 01 00 00 48 89 84 24 30 0a 00    00 48 8d 05 c8 6b 07 00 48 89 84 24 38 0a 00 00  | ..H......H..$0...H...k..H..$8... | 
| 6fe0 |  48 8d 81 a8 01 00 00 48 c7 84 24 78 09 00 00 0f    00 00 00 48 c7 84 24 80 09 00 00 00 00 00 00 66  | H......H..$x.......H..$........f | 
| 7000 |  c7 84 24 88 09 00 00 00 01 c6 84 24 8a 09 00 00    01 48 c7 84 24 a0 09 00 00 09 00 00 00 48 c7 84  | ..$........$.....H..$........H.. | 
| 7020 |  24 a8 09 00 00 00 00 00 00 66 c7 84 24 b0 09 00    00 00 01 c6 84 24 b2 09 00 00 01 48 c7 84 24 c8  | $........f..$........$.....H..$. | 
| 7040 |  09 00 00 3e 01 00 00 48 c7 84 24 d0 09 00 00 00    00 00 00 66 c7 84 24 d8 09 00 00 01 00 c6 84 24  | ...>...H..$........f..$........$ | 
| 7060 |  da 09 00 00 00 48 c7 84 24 f0 09 00 00 02 00 00    00 48 c7 84 24 f8 09 00 00 00 00 00 00 66 c7 84  | .....H..$........H..$........f.. | 
| 7080 |  24 00 0a 00 00 00 01 c6 84 24 02 0a 00 00 01 48    c7 84 24 18 0a 00 00 47 00 00 00 48 c7 84 24 20  | $........$.....H..$....G...H..$. | 
| 70a0 |  0a 00 00 00 00 00 00 66 c7 84 24 28 0a 00 00 01    00 c6 84 24 2a 0a 00 00 00 48 c7 84 24 40 0a 00  | .......f..$(.......$*....H..$@.. | 
| 70c0 |  00 4c 00 00 00 48 89 84 24 58 0a 00 00 48 8d 05    84 89 09 00 48 89 84 24 60 0a 00 00 48 8d 81 b0  | .L...H..$X...H......H..$`...H... | 
| 70e0 |  01 00 00 48 89 84 24 80 0a 00 00 48 8d 05 6e 09    09 00 48 89 84 24 88 0a 00 00 48 8d 81 b8 01 00  | ...H..$....H..n...H..$....H..... | 
| 7100 |  00 48 89 84 24 a8 0a 00 00 48 8d 05 98 87 09 00    48 89 84 24 b0 0a 00 00 48 8d 81 c0 01 00 00 48  | .H..$....H......H..$....H......H | 
| 7120 |  89 84 24 d0 0a 00 00 48 8d 05 4a 88 09 00 48 89    84 24 d8 0a 00 00 48 8d 81 c8 01 00 00 48 89 84  | ..$....H..J...H..$....H......H.. | 
| 7140 |  24 f8 0a 00 00 48 8d 05 b0 8d 09 00 48 89 84 24    00 0b 00 00 48 8d 81 d0 01 00 00 48 c7 84 24 48  | $....H......H..$....H......H..$H | 
| 7160 |  0a 00 00 00 00 00 00 66 c7 84 24 50 0a 00 00 01    00 c6 84 24 52 0a 00 00 00 48 c7 84 24 68 0a 00  | .......f..$P.......$R....H..$h.. | 
| 7180 |  00 0a 00 00 00 48 c7 84 24 70 0a 00 00 00 00 00    00 66 c7 84 24 78 0a 00 00 00 01 c6 84 24 7a 0a  | .....H..$p.......f..$x.......$z. | 
| 71a0 |  00 00 01 48 c7 84 24 90 0a 00 00 21 00 00 00 48    c7 84 24 98 0a 00 00 00 00 00 00 66 c7 84 24 a0  | ...H..$....!...H..$........f..$. | 
| 71c0 |  0a 00 00 01 00 c6 84 24 a2 0a 00 00 00 48 c7 84    24 b8 0a 00 00 0c 00 00 00 48 c7 84 24 c0 0a 00  | .......$.....H..$........H..$... | 
| 71e0 |  00 00 00 00 00 66 c7 84 24 c8 0a 00 00 00 01 c6    84 24 ca 0a 00 00 01 48 c7 84 24 e0 0a 00 00 0b  | .....f..$........$.....H..$..... | 
| 7200 |  00 00 00 48 c7 84 24 e8 0a 00 00 00 00 00 00 66    c7 84 24 f0 0a 00 00 00 01 c6 84 24 f2 0a 00 00  | ...H..$........f..$........$.... | 
| 7220 |  01 48 c7 84 24 08 0b 00 00 01 00 00 00 48 c7 84    24 10 0b 00 00 00 00 00 00 66 c7 84 24 18 0b 00  | .H..$........H..$........f..$... | 
| 7240 |  00 01 00 c6 84 24 1a 0b 00 00 00 48 89 84 24 20    0b 00 00 48 8d 05 ba 8c 09 00 48 89 84 24 28 0b  | .....$.....H..$....H......H..$(. | 
| 7260 |  00 00 48 8d 81 d8 01 00 00 48 89 84 24 48 0b 00    00 48 8d 05 9a 8c 09 00 48 89 84 24 50 0b 00 00  | ..H......H..$H...H......H..$P... | 
| 7280 |  48 8d 81 e0 01 00 00 48 89 84 24 70 0b 00 00 48    8d 05 64 8c 09 00 48 89 84 24 78 0b 00 00 48 8d  | H......H..$p...H..d...H..$x...H. | 
| 72a0 |  81 e8 01 00 00 48 89 84 24 98 0b 00 00 48 8d 05    5c 8c 09 00 48 89 84 24 a0 0b 00 00 48 8d 81 f0  | .....H..$....H..\...H..$....H... | 
| 72c0 |  01 00 00 48 89 84 24 c0 0b 00 00 48 8d 05 26 8c    09 00 48 89 84 24 c8 0b 00 00 48 8d 81 f8 01 00  | ...H..$....H..&...H..$....H..... | 
| 72e0 |  00 48 81 c1 b0 02 00 00 48 89 84 24 e8 0b 00 00    48 8d 05 2b 8c 09 00 48 89 84 24 f0 0b 00 00 48  | .H......H..$....H..+...H..$....H | 
| 7300 |  c7 84 24 30 0b 00 00 02 00 00 00 48 c7 84 24 38    0b 00 00 00 00 00 00 66 c7 84 24 40 0b 00 00 01  | ..$0.......H..$8.......f..$@.... | 
| 7320 |  00 c6 84 24 42 0b 00 00 00 48 c7 84 24 58 0b 00    00 02 00 00 00 48 c7 84 24 60 0b 00 00 00 00 00  | ...$B....H..$X.......H..$`...... | 
| 7340 |  00 66 c7 84 24 68 0b 00 00 01 00 c6 84 24 6a 0b    00 00 00 48 c7 84 24 80 0b 00 00 02 00 00 00 48  | .f..$h.......$j....H..$........H | 
| 7360 |  c7 84 24 88 0b 00 00 00 00 00 00 66 c7 84 24 90    0b 00 00 00 01 c6 84 24 92 0b 00 00 01 48 c7 84  | ..$........f..$........$.....H.. | 
| 7380 |  24 a8 0b 00 00 02 00 00 00 48 c7 84 24 b0 0b 00    00 00 00 00 00 66 c7 84 24 b8 0b 00 00 01 00 c6  | $........H..$........f..$....... | 
| 73a0 |  84 24 ba 0b 00 00 00 48 c7 84 24 d0 0b 00 00 02    00 00 00 48 c7 84 24 d8 0b 00 00 00 00 00 00 66  | .$.....H..$........H..$........f | 
| 73c0 |  c7 84 24 e0 0b 00 00 00 01 c6 84 24 e2 0b 00 00    01 48 c7 84 24 f8 0b 00 00 02 00 00 00 48 89 84  | ..$........$.....H..$........H.. | 
| 73e0 |  24 18 0c 00 00 48 8d 42 08 48 89 84 24 38 0c 00    00 48 8d 05 08 7f 09 00 48 89 84 24 40 0c 00 00  | $....H.B.H..$8...H......H..$@... | 
| 7400 |  48 8d 42 10 48 89 84 24 60 0c 00 00 48 8d 05 0d    06 09 00 48 89 84 24 68 0c 00 00 48 8d 42 18 48  | H.B.H..$`...H......H..$h...H.B.H | 
| 7420 |  89 84 24 88 0c 00 00 48 8d 05 b2 80 09 00 48 89    84 24 90 0c 00 00 48 8d 42 20 48 89 84 24 b0 0c  | ..$....H......H..$....H.B.H..$.. | 
| 7440 |  00 00 48 8d 05 97 6a 07 00 48 89 84 24 b8 0c 00    00 48 8d 42 28 48 89 94 24 10 0c 00 00 48 c7 84  | ..H...j..H..$....H.B(H..$....H.. | 
| 7460 |  24 00 0c 00 00 00 00 00 00 66 c7 84 24 08 0c 00    00 00 01 c6 84 24 0a 0c 00 00 01 48 c7 84 24 20  | $........f..$........$.....H..$. | 
| 7480 |  0c 00 00 02 00 00 00 48 c7 84 24 28 0c 00 00 00    00 00 00 66 c7 84 24 30 0c 00 00 01 00 c6 84 24  | .......H..$(.......f..$0.......$ | 
| 74a0 |  32 0c 00 00 01 48 c7 84 24 48 0c 00 00 20 00 00    00 48 c7 84 24 50 0c 00 00 00 00 00 00 66 c7 84  | 2....H..$H.......H..$P.......f.. | 
| 74c0 |  24 58 0c 00 00 01 00 c6 84 24 5a 0c 00 00 00 48    c7 84 24 70 0c 00 00 30 00 00 00 48 c7 84 24 78  | $X.......$Z....H..$p...0...H..$x | 
| 74e0 |  0c 00 00 00 00 00 00 66 c7 84 24 80 0c 00 00 01    00 c6 84 24 82 0c 00 00 00 48 c7 84 24 98 0c 00  | .......f..$........$.....H..$... | 
| 7500 |  00 18 00 00 00 48 c7 84 24 a0 0c 00 00 00 00 00    00 66 c7 84 24 a8 0c 00 00 01 00 c6 84 24 aa 0c  | .....H..$........f..$........$.. | 
| 7520 |  00 00 00 48 c7 84 24 c0 0c 00 00 26 00 00 00 48    c7 84 24 c8 0c 00 00 00 00 00 00 66 c7 84 24 d0  | ...H..$....&...H..$........f..$. | 
| 7540 |  0c 00 00 01 00 c6 84 24 d2 0c 00 00 00 48 89 84    24 d8 0c 00 00 48 8d 05 84 04 09 00 48 89 84 24  | .......$.....H..$....H......H..$ | 
| 7560 |  e0 0c 00 00 48 8d 42 30 48 89 84 24 00 0d 00 00    48 8d 05 7d 89 09 00 48 89 84 24 08 0d 00 00 48  | ....H.B0H..$....H..}...H..$....H | 
| 7580 |  8d 42 38 48 89 84 24 28 0d 00 00 48 8d 05 5e 89    09 00 48 89 84 24 30 0d 00 00 48 8d 42 40 48 89  | .B8H..$(...H..^...H..$0...H.B@H. | 
| 75a0 |  84 24 50 0d 00 00 48 8d 05 23 88 09 00 48 89 84    24 58 0d 00 00 48 8d 42 48 48 89 84 24 78 0d 00  | .$P...H..#...H..$X...H.BHH..$x.. | 
| 75c0 |  00 48 8d 05 68 85 09 00 48 89 84 24 80 0d 00 00    48 8d 42 50 48 89 84 24 a0 0d 00 00 48 8d 05 e3  | .H..h...H..$....H.BPH..$....H... | 
| 75e0 |  87 09 00 48 89 84 24 a8 0d 00 00 48 8d 42 58 48    c7 84 24 e8 0c 00 00 35 00 00 00 48 c7 84 24 f0  | ...H..$....H.BXH..$....5...H..$. | 
| 7600 |  0c 00 00 00 00 00 00 66 c7 84 24 f8 0c 00 00 01    00 c6 84 24 fa 0c 00 00 00 48 c7 84 24 10 0d 00  | .......f..$........$.....H..$... | 
| 7620 |  00 04 00 00 00 48 c7 84 24 18 0d 00 00 00 00 00    00 66 c7 84 24 20 0d 00 00 00 01 c6 84 24 22 0d  | .....H..$........f..$........$". | 
| 7640 |  00 00 01 48 c7 84 24 38 0d 00 00 04 00 00 00 48    c7 84 24 40 0d 00 00 00 00 00 00 66 c7 84 24 48  | ...H..$8.......H..$@.......f..$H | 
| 7660 |  0d 00 00 00 01 c6 84 24 4a 0d 00 00 01 48 c7 84    24 60 0d 00 00 08 00 00 00 48 c7 84 24 68 0d 00  | .......$J....H..$`.......H..$h.. | 
| 7680 |  00 00 00 00 00 66 c7 84 24 70 0d 00 00 00 01 c6    84 24 72 0d 00 00 01 48 c7 84 24 88 0d 00 00 09  | .....f..$p.......$r....H..$..... | 
| 76a0 |  00 00 00 48 c7 84 24 90 0d 00 00 00 00 00 00 66    c7 84 24 98 0d 00 00 00 01 c6 84 24 9a 0d 00 00  | ...H..$........f..$........$.... | 
| 76c0 |  01 48 c7 84 24 b0 0d 00 00 06 00 00 00 48 89 84    24 c8 0d 00 00 48 8d 05 24 85 09 00 48 89 84 24  | .H..$........H..$....H..$...H..$ | 
| 76e0 |  d0 0d 00 00 48 8d 42 60 48 89 84 24 f0 0d 00 00    48 8d 05 f5 87 09 00 48 89 84 24 f8 0d 00 00 48  | ....H.B`H..$....H......H..$....H | 
| 7700 |  8d 42 68 48 89 84 24 18 0e 00 00 48 8d 05 d0 85    09 00 48 89 84 24 20 0e 00 00 48 8d 42 70 48 89  | .BhH..$....H......H..$....H.BpH. | 
| 7720 |  84 24 40 0e 00 00 48 8d 05 81 87 09 00 48 89 84    24 48 0e 00 00 48 8d 42 78 48 89 84 24 68 0e 00  | .$@...H......H..$H...H.BxH..$h.. | 
| 7740 |  00 48 8d 05 78 86 09 00 48 89 84 24 70 0e 00 00    48 8d 82 80 00 00 00 48 c7 84 24 b8 0d 00 00 00  | .H..x...H..$p...H......H..$..... | 
| 7760 |  00 00 00 66 c7 84 24 c0 0d 00 00 00 01 c6 84 24    c2 0d 00 00 01 48 c7 84 24 d8 0d 00 00 0b 00 00  | ...f..$........$.....H..$....... | 
| 7780 |  00 48 c7 84 24 e0 0d 00 00 00 00 00 00 66 c7 84    24 e8 0d 00 00 01 00 c6 84 24 ea 0d 00 00 00 48  | .H..$........f..$........$.....H | 
| 77a0 |  c7 84 24 00 0e 00 00 04 00 00 00 48 c7 84 24 08    0e 00 00 00 00 00 00 66 c7 84 24 10 0e 00 00 00  | ..$........H..$........f..$..... | 
| 77c0 |  01 c6 84 24 12 0e 00 00 01 48 c7 84 24 28 0e 00    00 07 00 00 00 48 c7 84 24 30 0e 00 00 00 00 00  | ...$.....H..$(.......H..$0...... | 
| 77e0 |  00 66 c7 84 24 38 0e 00 00 00 01 c6 84 24 3a 0e    00 00 01 48 c7 84 24 50 0e 00 00 05 00 00 00 48  | .f..$8.......$:....H..$P.......H | 
| 7800 |  c7 84 24 58 0e 00 00 00 00 00 00 66 c7 84 24 60    0e 00 00 00 01 c6 84 24 62 0e 00 00 01 48 c7 84  | ..$X.......f..$`.......$b....H.. | 
| 7820 |  24 78 0e 00 00 06 00 00 00 48 c7 84 24 80 0e 00    00 00 00 00 00 66 c7 84 24 88 0e 00 00 00 01 c6  | $x.......H..$........f..$....... | 
| 7840 |  84 24 8a 0e 00 00 01 48 89 84 24 90 0e 00 00 48    8d 05 aa 7d 09 00 48 89 84 24 98 0e 00 00 48 8d  | .$.....H..$....H...}..H..$....H. | 
| 7860 |  82 88 00 00 00 48 89 84 24 b8 0e 00 00 48 8d 05    84 83 09 00 48 89 84 24 c0 0e 00 00 48 8d 82 90  | .....H..$....H......H..$....H... | 
| 7880 |  00 00 00 48 89 84 24 e0 0e 00 00 48 8d 05 49 84    09 00 48 89 84 24 e8 0e 00 00 48 8d 82 98 00 00  | ...H..$....H..I...H..$....H..... | 
| 78a0 |  00 48 89 84 24 08 0f 00 00 48 8d 05 38 83 09 00    48 89 84 24 10 0f 00 00 48 8d 82 a0 00 00 00 48  | .H..$....H..8...H..$....H......H | 
| 78c0 |  89 84 24 30 0f 00 00 48 8d 05 db 85 09 00 48 89    84 24 38 0f 00 00 48 8d 82 a8 00 00 00 48 89 84  | ..$0...H......H..$8...H......H.. | 
| 78e0 |  24 58 0f 00 00 48 8d 05 34 86 09 00 48 89 84 24    60 0f 00 00 48 c7 84 24 a0 0e 00 00 13 00 00 00  | $X...H..4...H..$`...H..$........ | 
| 7900 |  48 c7 84 24 a8 0e 00 00 00 00 00 00 66 c7 84 24    b0 0e 00 00 01 00 c6 84 24 b2 0e 00 00 00 48 c7  | H..$........f..$........$.....H. | 
| 7920 |  84 24 c8 0e 00 00 08 00 00 00 48 c7 84 24 d0 0e    00 00 00 00 00 00 66 c7 84 24 d8 0e 00 00 00 01  | .$........H..$........f..$...... | 
| 7940 |  c6 84 24 da 0e 00 00 01 48 c7 84 24 f0 0e 00 00    07 00 00 00 48 c7 84 24 f8 0e 00 00 00 00 00 00  | ..$.....H..$........H..$........ | 
| 7960 |  66 c7 84 24 00 0f 00 00 00 01 c6 84 24 02 0f 00    00 01 48 c7 84 24 18 0f 00 00 0b 00 00 00 48 c7  | f..$........$.....H..$........H. | 
| 7980 |  84 24 20 0f 00 00 00 00 00 00 66 c7 84 24 28 0f    00 00 01 00 c6 84 24 2a 0f 00 00 00 48 c7 84 24  | .$........f..$(.......$*....H..$ | 
| 79a0 |  40 0f 00 00 05 00 00 00 48 c7 84 24 48 0f 00 00    00 00 00 00 66 c7 84 24 50 0f 00 00 00 01 c6 84  | @.......H..$H.......f..$P....... | 
| 79c0 |  24 52 0f 00 00 01 48 c7 84 24 68 0f 00 00 02 00    00 00 48 89 84 24 88 0f 00 00 48 8d 82 b8 00 00  | $R....H..$h.......H..$....H..... | 
| 79e0 |  00 48 81 c2 c0 00 00 00 48 89 84 24 a8 0f 00 00    48 8d 05 ad 84 09 00 48 89 84 24 b0 0f 00 00 48  | .H......H..$....H......H..$....H | 
| 7a00 |  89 84 24 d8 0f 00 00 48 8d 42 08 48 89 84 24 f8    0f 00 00 48 8d 05 c6 81 09 00 48 89 84 24 00 10  | ..$....H.B.H..$....H......H..$.. | 
| 7a20 |  00 00 48 8d 42 10 48 89 84 24 20 10 00 00 48 8d    05 eb 80 09 00 48 89 8c 24 80 0f 00 00 48 83 c1  | ..H.B.H..$....H......H..$....H.. | 
| 7a40 |  28 48 89 94 24 d0 0f 00 00 48 89 84 24 28 10 00    00 48 c7 84 24 70 0f 00 00 00 00 00 00 66 c7 84  | (H..$....H..$(...H..$p.......f.. | 
| 7a60 |  24 78 0f 00 00 00 01 c6 84 24 7a 0f 00 00 01 48    c7 84 24 90 0f 00 00 02 00 00 00 48 c7 84 24 98  | $x.......$z....H..$........H..$. | 
| 7a80 |  0f 00 00 00 00 00 00 66 c7 84 24 a0 0f 00 00 01    00 c6 84 24 a2 0f 00 00 01 48 c7 84 24 b8 0f 00  | .......f..$........$.....H..$... | 
| 7aa0 |  00 05 00 00 00 48 c7 84 24 c0 0f 00 00 00 00 00    00 66 c7 84 24 c8 0f 00 00 00 01 c6 84 24 ca 0f  | .....H..$........f..$........$.. | 
| 7ac0 |  00 00 01 48 c7 84 24 e0 0f 00 00 05 00 00 00 48    c7 84 24 e8 0f 00 00 00 00 00 00 66 c7 84 24 f0  | ...H..$........H..$........f..$. | 
| 7ae0 |  0f 00 00 01 00 c6 84 24 f2 0f 00 00 01 48 c7 84    24 08 10 00 00 08 00 00 00 48 c7 84 24 10 10 00  | .......$.....H..$........H..$... | 
| 7b00 |  00 00 00 00 00 66 c7 84 24 18 10 00 00 00 01 c6    84 24 1a 10 00 00 01 48 c7 84 24 30 10 00 00 09  | .....f..$........$.....H..$0.... | 
| 7b20 |  00 00 00 48 c7 84 24 38 10 00 00 00 00 00 00 66    c7 84 24 40 10 00 00 00 01 c6 84 24 42 10 00 00  | ...H..$8.......f..$@.......$B... | 
| 7b40 |  01 48 89 84 24 50 10 00 00 48 8d 42 20 48 89 84    24 70 10 00 00 48 8d 05 64 ef 08 00 48 89 84 24  | .H..$P...H.B.H..$p...H..d...H..$ | 
| 7b60 |  78 10 00 00 48 8d 42 28 48 89 84 24 98 10 00 00    48 8d 05 71 7c 09 00 48 89 84 24 a0 10 00 00 48  | x...H.B(H..$....H..q|..H..$....H | 
| 7b80 |  8d 42 30 48 89 84 24 c0 10 00 00 48 8d 05 ce 7b    09 00 48 89 84 24 c8 10 00 00 48 8d 42 38 48 89  | .B0H..$....H...{..H..$....H.B8H. | 
| 7ba0 |  84 24 e8 10 00 00 48 8d 05 27 81 09 00 48 89 84    24 f0 10 00 00 48 8d 42 40 48 89 84 24 10 11 00  | .$....H..'...H..$....H.B@H..$... | 
| 7bc0 |  00 48 8d 05 d6 82 09 00 48 89 84 24 18 11 00 00    48 8d 42 48 48 83 c2 50 48 89 8c 24 48 10 00 00  | .H......H..$....H.BHH..PH..$H... | 
| 7be0 |  48 8d 5a 48 48 83 c1 58 48 c7 84 24 58 10 00 00    09 00 00 00 48 c7 84 24 60 10 00 00 00 00 00 00  | H.ZHH..XH..$X.......H..$`....... | 
| 7c00 |  66 c7 84 24 68 10 00 00 01 00 c6 84 24 6a 10 00    00 01 48 c7 84 24 80 10 00 00 03 0f 00 00 48 c7  | f..$h.......$j....H..$........H. | 
| 7c20 |  84 24 88 10 00 00 00 00 00 00 66 c7 84 24 90 10    00 00 01 00 c6 84 24 92 10 00 00 00 48 c7 84 24  | .$........f..$........$.....H..$ | 
| 7c40 |  a8 10 00 00 0e 00 00 00 48 c7 84 24 b0 10 00 00    00 00 00 00 66 c7 84 24 b8 10 00 00 01 00 c6 84  | ........H..$........f..$........ | 
| 7c60 |  24 ba 10 00 00 01 48 c7 84 24 d0 10 00 00 0f 00    00 00 48 c7 84 24 d8 10 00 00 00 00 00 00 66 c7  | $.....H..$........H..$........f. | 
| 7c80 |  84 24 e0 10 00 00 00 01 c6 84 24 e2 10 00 00 01    48 c7 84 24 f8 10 00 00 07 00 00 00 48 c7 84 24  | .$........$.....H..$........H..$ | 
| 7ca0 |  00 11 00 00 00 00 00 00 66 c7 84 24 08 11 00 00    00 01 c6 84 24 0a 11 00 00 01 48 c7 84 24 20 11  | ........f..$........$.....H..$.. | 
| 7cc0 |  00 00 06 00 00 00 48 89 84 24 38 11 00 00 48 8d    05 e5 80 09 00 48 89 84 24 40 11 00 00 48 89 84  | ......H..$8...H......H..$@...H.. | 
| 7ce0 |  24 68 11 00 00 48 8d 42 08 48 89 84 24 88 11 00    00 48 8d 05 28 eb 08 00 48 89 84 24 90 11 00 00  | $h...H.B.H..$....H..(...H..$.... | 
| 7d00 |  48 8d 42 10 48 89 84 24 b0 11 00 00 48 8d 05 8d    61 07 00 48 89 84 24 b8 11 00 00 48 8d 42 18 48  | H.B.H..$....H...a..H..$....H.B.H | 
| 7d20 |  89 84 24 d8 11 00 00 48 8d 05 aa 7e 09 00 48 89    94 24 60 11 00 00 48 89 84 24 e0 11 00 00 48 c7  | ..$....H...~..H..$`...H..$....H. | 
| 7d40 |  84 24 28 11 00 00 00 00 00 00 66 c7 84 24 30 11    00 00 00 01 c6 84 24 32 11 00 00 01 48 c7 84 24  | .$(.......f..$0.......$2....H..$ | 
| 7d60 |  48 11 00 00 06 00 00 00 48 c7 84 24 50 11 00 00    00 00 00 00 66 c7 84 24 58 11 00 00 00 01 c6 84  | H.......H..$P.......f..$X....... | 
| 7d80 |  24 5a 11 00 00 01 48 c7 84 24 70 11 00 00 06 00    00 00 48 c7 84 24 78 11 00 00 00 00 00 00 66 c7  | $Z....H..$p.......H..$x.......f. | 
| 7da0 |  84 24 80 11 00 00 01 00 c6 84 24 82 11 00 00 01    48 c7 84 24 98 11 00 00 9e 02 00 00 48 c7 84 24  | .$........$.....H..$........H..$ | 
| 7dc0 |  a0 11 00 00 00 00 00 00 66 c7 84 24 a8 11 00 00    01 00 c6 84 24 aa 11 00 00 00 48 c7 84 24 c0 11  | ........f..$........$.....H..$.. | 
| 7de0 |  00 00 28 00 00 00 48 c7 84 24 c8 11 00 00 00 00    00 00 66 c7 84 24 d0 11 00 00 01 00 c6 84 24 d2  | ..(...H..$........f..$........$. | 
| 7e00 |  11 00 00 00 48 c7 84 24 e8 11 00 00 08 00 00 00    48 c7 84 24 f0 11 00 00 00 00 00 00 66 c7 84 24  | ....H..$........H..$........f..$ | 
| 7e20 |  f8 11 00 00 00 01 c6 84 24 fa 11 00 00 01 48 89    84 24 08 12 00 00 48 8d 42 28 48 89 84 24 28 12  | ........$.....H..$....H.B(H..$(. | 
| 7e40 |  00 00 48 8d 05 87 7d 09 00 48 89 84 24 30 12 00    00 48 8d 42 30 48 89 84 24 50 12 00 00 48 8d 05  | ..H...}..H..$0...H.B0H..$P...H.. | 
| 7e60 |  34 7a 09 00 48 89 84 24 58 12 00 00 48 8d 42 38    48 89 84 24 78 12 00 00 48 8d 05 e1 5f 07 00 48  | 4z..H..$X...H.B8H..$x...H..._..H | 
| 7e80 |  89 84 24 80 12 00 00 48 8d 42 40 48 89 84 24 a0    12 00 00 48 8d 05 ae 7b 09 00 48 89 84 24 a8 12  | ..$....H.B@H..$....H...{..H..$.. | 
| 7ea0 |  00 00 48 89 84 24 d0 12 00 00 48 8d 42 50 48 89    8c 24 00 12 00 00 48 81 c1 a8 00 00 00 48 89 9c  | ..H..$....H.BPH..$....H......H.. | 
| 7ec0 |  24 c8 12 00 00 48 81 c3 a0 00 00 00 48 c7 84 24    10 12 00 00 08 00 00 00 48 c7 84 24 18 12 00 00  | $....H......H..$........H..$.... | 
| 7ee0 |  00 00 00 00 66 c7 84 24 20 12 00 00 01 00 c6 84    24 22 12 00 00 01 48 c7 84 24 38 12 00 00 08 00  | ....f..$........$"....H..$8..... | 
| 7f00 |  00 00 48 c7 84 24 40 12 00 00 00 00 00 00 66 c7    84 24 48 12 00 00 00 01 c6 84 24 4a 12 00 00 01  | ..H..$@.......f..$H.......$J.... | 
| 7f20 |  48 c7 84 24 60 12 00 00 0c 00 00 00 48 c7 84 24    68 12 00 00 00 00 00 00 66 c7 84 24 70 12 00 00  | H..$`.......H..$h.......f..$p... | 
| 7f40 |  00 01 c6 84 24 72 12 00 00 01 48 c7 84 24 88 12    00 00 34 00 00 00 48 c7 84 24 90 12 00 00 00 00  | ....$r....H..$....4...H..$...... | 
| 7f60 |  00 00 66 c7 84 24 98 12 00 00 01 00 c6 84 24 9a    12 00 00 00 48 c7 84 24 b0 12 00 00 0a 00 00 00  | ..f..$........$.....H..$........ | 
| 7f80 |  48 c7 84 24 b8 12 00 00 00 00 00 00 66 c7 84 24    c0 12 00 00 00 01 c6 84 24 c2 12 00 00 01 48 c7  | H..$........f..$........$.....H. | 
| 7fa0 |  84 24 d8 12 00 00 0a 00 00 00 48 89 84 24 f0 12    00 00 48 8d 05 27 df 08 00 48 89 84 24 f8 12 00  | .$........H..$....H..'...H..$... | 
| 7fc0 |  00 48 8d 42 58 48 83 c2 60 48 89 84 24 18 13 00    00 48 8d 72 78 48 8d 05 f1 7c 09 00 48 89 84 24  | .H.BXH..`H..$....H.rxH...|..H..$ | 
| 7fe0 |  20 13 00 00 48 89 84 24 48 13 00 00 48 8d 42 08    48 89 84 24 68 13 00 00 48 8d 05 01 d1 08 00 48  | ....H..$H...H.B.H..$h...H......H | 
| 8000 |  89 84 24 70 13 00 00 48 8d 42 10 48 89 84 24 90    13 00 00 48 8d 05 96 7d 09 00 48 89 84 24 98 13  | ..$p...H.B.H..$....H...}..H..$.. | 
| 8020 |  00 00 48 8d 42 18 48 89 94 24 40 13 00 00 48 c7    84 24 e0 12 00 00 00 00 00 00 66 c7 84 24 e8 12  | ..H.B.H..$@...H..$........f..$.. | 
| 8040 |  00 00 01 00 c6 84 24 ea 12 00 00 01 48 c7 84 24    00 13 00 00 36 09 00 00 48 c7 84 24 08 13 00 00  | ......$.....H..$....6...H..$.... | 
| 8060 |  00 00 00 00 66 c7 84 24 10 13 00 00 01 00 c6 84    24 12 13 00 00 00 48 c7 84 24 28 13 00 00 07 00  | ....f..$........$.....H..$(..... | 
| 8080 |  00 00 48 c7 84 24 30 13 00 00 00 00 00 00 66 c7    84 24 38 13 00 00 00 01 c6 84 24 3a 13 00 00 01  | ..H..$0.......f..$8.......$:.... | 
| 80a0 |  48 c7 84 24 50 13 00 00 07 00 00 00 48 c7 84 24    58 13 00 00 00 00 00 00 66 c7 84 24 60 13 00 00  | H..$P.......H..$X.......f..$`... | 
| 80c0 |  01 00 c6 84 24 62 13 00 00 01 48 c7 84 24 78 13    00 00 cf 0d 00 00 48 c7 84 24 80 13 00 00 00 00  | ....$b....H..$x.......H..$...... | 
| 80e0 |  00 00 66 c7 84 24 88 13 00 00 01 00 c6 84 24 8a    13 00 00 00 48 c7 84 24 a0 13 00 00 0a 00 00 00  | ..f..$........$.....H..$........ | 
| 8100 |  48 c7 84 24 a8 13 00 00 00 00 00 00 66 c7 84 24    b0 13 00 00 00 01 c6 84 24 b2 13 00 00 01 48 89  | H..$........f..$........$.....H. | 
| 8120 |  84 24 b8 13 00 00 48 8d 05 a3 76 09 00 48 89 84    24 c0 13 00 00 48 8d 42 20 48 89 84 24 e0 13 00  | .$....H...v..H..$....H.B.H..$... | 
| 8140 |  00 48 8d 05 98 74 09 00 48 89 84 24 e8 13 00 00    48 8d 42 28 48 89 84 24 08 14 00 00 48 8d 05 ed  | .H...t..H..$....H.B(H..$....H... | 
| 8160 |  75 09 00 48 89 84 24 10 14 00 00 48 8d 42 30 48    89 84 24 30 14 00 00 48 8d 05 1b 7d 09 00 48 89  | u..H..$....H.B0H..$0...H...}..H. | 
| 8180 |  84 24 38 14 00 00 48 8d 42 38 48 89 84 24 58 14    00 00 48 8d 05 27 76 09 00 48 89 84 24 60 14 00  | .$8...H.B8H..$X...H..'v..H..$`.. | 
| 81a0 |  00 48 8d 42 40 48 89 84 24 80 14 00 00 48 8d 05    34 7d 09 00 48 89 84 24 88 14 00 00 48 8d 42 48  | .H.B@H..$....H..4}..H..$....H.BH | 
| 81c0 |  48 c7 84 24 c8 13 00 00 12 00 00 00 48 c7 84 24    d0 13 00 00 00 00 00 00 66 c7 84 24 d8 13 00 00  | H..$........H..$........f..$.... | 
| 81e0 |  00 01 c6 84 24 da 13 00 00 01 48 c7 84 24 f0 13    00 00 13 00 00 00 48 c7 84 24 f8 13 00 00 00 00  | ....$.....H..$........H..$...... | 
| 8200 |  00 00 66 c7 84 24 00 14 00 00 00 01 c6 84 24 02    14 00 00 01 48 c7 84 24 18 14 00 00 10 00 00 00  | ..f..$........$.....H..$........ | 
| 8220 |  48 c7 84 24 20 14 00 00 00 00 00 00 66 c7 84 24    28 14 00 00 00 01 c6 84 24 2a 14 00 00 01 48 c7  | H..$........f..$(.......$*....H. | 
| 8240 |  84 24 40 14 00 00 05 00 00 00 48 c7 84 24 48 14    00 00 00 00 00 00 66 c7 84 24 50 14 00 00 00 01  | .$@.......H..$H.......f..$P..... | 
| 8260 |  c6 84 24 52 14 00 00 01 48 c7 84 24 68 14 00 00    0e 00 00 00 48 c7 84 24 70 14 00 00 00 00 00 00  | ..$R....H..$h.......H..$p....... | 
| 8280 |  66 c7 84 24 78 14 00 00 00 01 c6 84 24 7a 14 00    00 01 48 c7 84 24 90 14 00 00 04 00 00 00 48 89  | f..$x.......$z....H..$........H. | 
| 82a0 |  84 24 a8 14 00 00 48 8d 05 73 5b 07 00 48 89 84    24 b0 14 00 00 48 8d 42 50 48 89 84 24 d0 14 00  | .$....H..s[..H..$....H.BPH..$... | 
| 82c0 |  00 48 8d 05 18 5b 07 00 48 89 84 24 d8 14 00 00    48 8d 42 58 48 89 84 24 f8 14 00 00 48 8d 05 e3  | .H...[..H..$....H.BXH..$....H... | 
| 82e0 |  79 09 00 48 89 84 24 00 15 00 00 48 8d 42 60 48    89 84 24 20 15 00 00 48 8d 05 0f 7c 09 00 48 89  | y..H..$....H.B`H..$....H...|..H. | 
| 8300 |  84 24 28 15 00 00 48 89 84 24 50 15 00 00 48 8d    42 70 48 89 8c 24 48 15 00 00 48 81 c1 a0 00 00  | .$(...H..$P...H.BpH..$H...H..... | 
| 8320 |  00 48 c7 84 24 98 14 00 00 00 00 00 00 66 c7 84    24 a0 14 00 00 00 01 c6 84 24 a2 14 00 00 01 48  | .H..$........f..$........$.....H | 
| 8340 |  c7 84 24 b8 14 00 00 25 00 00 00 48 c7 84 24 c0    14 00 00 00 00 00 00 66 c7 84 24 c8 14 00 00 01  | ..$....%...H..$........f..$..... | 
| 8360 |  00 c6 84 24 ca 14 00 00 00 48 c7 84 24 e0 14 00    00 33 00 00 00 48 c7 84 24 e8 14 00 00 00 00 00  | ...$.....H..$....3...H..$....... | 
| 8380 |  00 66 c7 84 24 f0 14 00 00 01 00 c6 84 24 f2 14    00 00 00 48 c7 84 24 08 15 00 00 07 00 00 00 48  | .f..$........$.....H..$........H | 
| 83a0 |  c7 84 24 10 15 00 00 00 00 00 00 66 c7 84 24 18    15 00 00 00 01 c6 84 24 1a 15 00 00 01 48 c7 84  | ..$........f..$........$.....H.. | 
| 83c0 |  24 30 15 00 00 03 00 00 00 48 c7 84 24 38 15 00    00 00 00 00 00 66 c7 84 24 40 15 00 00 00 01 c6  | $0.......H..$8.......f..$@...... | 
| 83e0 |  84 24 42 15 00 00 01 48 c7 84 24 58 15 00 00 03    00 00 00 48 c7 84 24 60 15 00 00 00 00 00 00 66  | .$B....H..$X.......H..$`.......f | 
| 8400 |  c7 84 24 68 15 00 00 01 00 c6 84 24 6a 15 00 00    01 48 89 84 24 70 15 00 00 48 8d 05 84 79 09 00  | ..$h.......$j....H..$p...H...y.. | 
| 8420 |  48 89 84 24 78 15 00 00 48 89 84 24 a0 15 00 00    48 8d 82 80 00 00 00 48 89 84 24 c0 15 00 00 48  | H..$x...H..$....H......H..$....H | 
| 8440 |  8d 05 58 79 09 00 48 89 84 24 c8 15 00 00 48 89    84 24 f0 15 00 00 48 8d 82 90 00 00 00 48 81 c2  | ..Xy..H..$....H..$....H......H.. | 
| 8460 |  98 00 00 00 48 89 84 24 10 16 00 00 48 8d 05 c5    75 09 00 48 8d ba c0 00 00 00 48 89 84 24 18 16  | ....H..$....H...u..H......H..$.. | 
| 8480 |  00 00 48 89 84 24 40 16 00 00 48 8d 42 08 48 89    b4 24 98 15 00 00 48 81 c6 a8 00 00 00 48 89 9c  | ..H..$@...H.B.H..$....H......H.. | 
| 84a0 |  24 e8 15 00 00 48 81 c3 f8 00 00 00 48 89 94 24    38 16 00 00 48 c7 84 24 80 15 00 00 06 00 00 00  | $....H......H..$8...H..$........ | 
| 84c0 |  48 c7 84 24 88 15 00 00 00 00 00 00 66 c7 84 24    90 15 00 00 00 01 c6 84 24 92 15 00 00 01 48 c7  | H..$........f..$........$.....H. | 
| 84e0 |  84 24 a8 15 00 00 06 00 00 00 48 c7 84 24 b0 15    00 00 00 00 00 00 66 c7 84 24 b8 15 00 00 01 00  | .$........H..$........f..$...... | 
| 8500 |  c6 84 24 ba 15 00 00 01 48 c7 84 24 d0 15 00 00    06 00 00 00 48 c7 84 24 d8 15 00 00 00 00 00 00  | ..$.....H..$........H..$........ | 
| 8520 |  66 c7 84 24 e0 15 00 00 00 01 c6 84 24 e2 15 00    00 01 48 c7 84 24 f8 15 00 00 06 00 00 00 48 c7  | f..$........$.....H..$........H. | 
| 8540 |  84 24 00 16 00 00 00 00 00 00 66 c7 84 24 08 16    00 00 01 00 c6 84 24 0a 16 00 00 01 48 c7 84 24  | .$........f..$........$.....H..$ | 
| 8560 |  20 16 00 00 0a 00 00 00 48 c7 84 24 28 16 00 00    00 00 00 00 66 c7 84 24 30 16 00 00 00 01 c6 84  | ........H..$(.......f..$0....... | 
| 8580 |  24 32 16 00 00 01 48 c7 84 24 48 16 00 00 0a 00    00 00 48 89 84 24 60 16 00 00 48 8d 05 3f 5e 09  | $2....H..$H.......H..$`...H..?^. | 
| 85a0 |  00 48 89 84 24 68 16 00 00 48 8d 42 10 48 89 84    24 88 16 00 00 48 8d 05 0c 76 09 00 48 89 84 24  | .H..$h...H.B.H..$....H...v..H..$ | 
| 85c0 |  90 16 00 00 48 8d 42 18 48 89 84 24 b0 16 00 00    48 8d 05 0d 79 09 00 48 89 84 24 b8 16 00 00 48  | ....H.B.H..$....H...y..H..$....H | 
| 85e0 |  8d 42 20 48 89 84 24 d8 16 00 00 48 8d 05 cd 76    09 00 48 89 84 24 e0 16 00 00 48 8d 42 28 48 89  | .B.H..$....H...v..H..$....H.B(H. | 
| 8600 |  84 24 00 17 00 00 48 8d 05 8b 77 09 00 48 89 84    24 08 17 00 00 48 8d 42 30 48 c7 84 24 50 16 00  | .$....H...w..H..$....H.B0H..$P.. | 
| 8620 |  00 00 00 00 00 66 c7 84 24 58 16 00 00 01 00 c6    84 24 5a 16 00 00 01 48 c7 84 24 70 16 00 00 61  | .....f..$X.......$Z....H..$p...a | 
| 8640 |  0c 00 00 48 c7 84 24 78 16 00 00 00 00 00 00 66    c7 84 24 80 16 00 00 01 00 c6 84 24 82 16 00 00  | ...H..$x.......f..$........$.... | 
| 8660 |  00 48 c7 84 24 98 16 00 00 08 00 00 00 48 c7 84    24 a0 16 00 00 00 00 00 00 66 c7 84 24 a8 16 00  | .H..$........H..$........f..$... | 
| 8680 |  00 01 00 c6 84 24 aa 16 00 00 00 48 c7 84 24 c0    16 00 00 04 00 00 00 48 c7 84 24 c8 16 00 00 00  | .....$.....H..$........H..$..... | 
| 86a0 |  00 00 00 66 c7 84 24 d0 16 00 00 00 01 c6 84 24    d2 16 00 00 01 48 c7 84 24 e8 16 00 00 07 00 00  | ...f..$........$.....H..$....... | 
| 86c0 |  00 48 c7 84 24 f0 16 00 00 00 00 00 00 66 c7 84    24 f8 16 00 00 00 01 c6 84 24 fa 16 00 00 01 48  | .H..$........f..$........$.....H | 
| 86e0 |  c7 84 24 10 17 00 00 06 00 00 00 48 c7 84 24 18    17 00 00 00 00 00 00 66 c7 84 24 20 17 00 00 00  | ..$........H..$........f..$..... | 
| 8700 |  01 c6 84 24 22 17 00 00 01 48 89 84 24 28 17 00    00 48 8d 05 7a 76 09 00 48 89 84 24 30 17 00 00  | ...$"....H..$(...H..zv..H..$0... | 
| 8720 |  48 8d 42 38 48 89 84 24 50 17 00 00 48 8d 05 35    72 09 00 48 89 84 24 58 17 00 00 48 8d 42 40 48  | H.B8H..$P...H..5r..H..$X...H.B@H | 
| 8740 |  89 84 24 78 17 00 00 48 8d 05 6a 75 09 00 48 89    84 24 80 17 00 00 48 8d 42 48 48 89 84 24 a0 17  | ..$x...H..ju..H..$....H.BHH..$.. | 
| 8760 |  00 00 48 8d 05 1f 76 09 00 48 89 84 24 a8 17 00    00 48 8d 42 50 48 89 84 24 c8 17 00 00 48 8d 05  | ..H...v..H..$....H.BPH..$....H.. | 
| 8780 |  5c 77 09 00 48 89 84 24 d0 17 00 00 48 8d 42 58    48 89 84 24 f0 17 00 00 48 8d 05 e0 75 09 00 48  | \w..H..$....H.BXH..$....H...u..H | 
| 87a0 |  89 84 24 f8 17 00 00 48 8d 42 60 48 c7 84 24 38    17 00 00 06 00 00 00 48 c7 84 24 40 17 00 00 00  | ..$....H.B`H..$8.......H..$@.... | 
| 87c0 |  00 00 00 66 c7 84 24 48 17 00 00 00 01 c6 84 24    4a 17 00 00 01 48 c7 84 24 60 17 00 00 0b 00 00  | ...f..$H.......$J....H..$`...... | 
| 87e0 |  00 48 c7 84 24 68 17 00 00 00 00 00 00 66 c7 84    24 70 17 00 00 00 01 c6 84 24 72 17 00 00 01 48  | .H..$h.......f..$p.......$r....H | 
| 8800 |  c7 84 24 88 17 00 00 07 00 00 00 48 c7 84 24 90    17 00 00 00 00 00 00 66 c7 84 24 98 17 00 00 01  | ..$........H..$........f..$..... | 
| 8820 |  00 c6 84 24 9a 17 00 00 00 48 c7 84 24 b0 17 00    00 0a 00 00 00 48 c7 84 24 b8 17 00 00 00 00 00  | ...$.....H..$........H..$....... | 
| 8840 |  00 66 c7 84 24 c0 17 00 00 00 01 c6 84 24 c2 17    00 00 01 48 c7 84 24 d8 17 00 00 04 00 00 00 48  | .f..$........$.....H..$........H | 
| 8860 |  c7 84 24 e0 17 00 00 00 00 00 00 66 c7 84 24 e8    17 00 00 00 01 c6 84 24 ea 17 00 00 01 48 c7 84  | ..$........f..$........$.....H.. | 
| 8880 |  24 00 18 00 00 06 00 00 00 48 89 84 24 18 18 00    00 48 8d 05 f8 75 09 00 48 89 84 24 20 18 00 00  | $........H..$....H...u..H..$.... | 
| 88a0 |  48 8d 42 68 48 89 84 24 40 18 00 00 48 8d 05 d5    6f 09 00 48 89 84 24 48 18 00 00 48 89 84 24 70  | H.BhH..$@...H...o..H..$H...H..$p | 
| 88c0 |  18 00 00 48 8d 42 78 48 89 84 24 90 18 00 00 48    8d 05 8a bd 08 00 48 89 84 24 98 18 00 00 48 8d  | ...H.BxH..$....H......H..$....H. | 
| 88e0 |  82 80 00 00 00 48 89 84 24 b8 18 00 00 48 8d 05    2a 76 09 00 48 89 8c 24 68 18 00 00 48 81 c1 a8  | .....H..$....H..*v..H..$h...H... | 
| 8900 |  00 00 00 48 89 84 24 c0 18 00 00 48 c7 84 24 08    18 00 00 00 00 00 00 66 c7 84 24 10 18 00 00 00  | ...H..$....H..$........f..$..... | 
| 8920 |  01 c6 84 24 12 18 00 00 01 48 c7 84 24 28 18 00    00 09 00 00 00 48 c7 84 24 30 18 00 00 00 00 00  | ...$.....H..$(.......H..$0...... | 
| 8940 |  00 66 c7 84 24 38 18 00 00 00 01 c6 84 24 3a 18    00 00 01 48 c7 84 24 50 18 00 00 0c 00 00 00 48  | .f..$8.......$:....H..$P.......H | 
| 8960 |  c7 84 24 58 18 00 00 00 00 00 00 66 c7 84 24 60    18 00 00 00 01 c6 84 24 62 18 00 00 01 48 c7 84  | ..$X.......f..$`.......$b....H.. | 
| 8980 |  24 78 18 00 00 0c 00 00 00 48 c7 84 24 80 18 00    00 00 00 00 00 66 c7 84 24 88 18 00 00 01 00 c6  | $x.......H..$........f..$....... | 
| 89a0 |  84 24 8a 18 00 00 01 48 c7 84 24 a0 18 00 00 95    0a 00 00 48 c7 84 24 a8 18 00 00 00 00 00 00 66  | .$.....H..$........H..$........f | 
| 89c0 |  c7 84 24 b0 18 00 00 01 00 c6 84 24 b2 18 00 00    00 48 c7 84 24 c8 18 00 00 02 00 00 00 48 c7 84  | ..$........$.....H..$........H.. | 
| 89e0 |  24 d0 18 00 00 00 00 00 00 66 c7 84 24 d8 18 00    00 00 01 c6 84 24 da 18 00 00 01 48 89 84 24 e8  | $........f..$........$.....H..$. | 
| 8a00 |  18 00 00 48 8d 82 90 00 00 00 48 89 84 24 08 19    00 00 48 8d 05 27 ae 08 00 48 89 84 24 10 19 00  | ...H......H..$....H..'...H..$... | 
| 8a20 |  00 48 8d 82 98 00 00 00 48 89 84 24 30 19 00 00    48 8d 05 42 73 09 00 48 89 84 24 38 19 00 00 48  | .H......H..$0...H..Bs..H..$8...H | 
| 8a40 |  8d 82 a0 00 00 00 48 89 84 24 58 19 00 00 48 8d    05 1e 73 09 00 48 89 84 24 60 19 00 00 48 8d 82  | ......H..$X...H...s..H..$`...H.. | 
| 8a60 |  a8 00 00 00 48 89 84 24 80 19 00 00 48 8d 05 4d    71 09 00 48 89 84 24 88 19 00 00 48 8d 82 b0 00  | ....H..$....H..Mq..H..$....H.... | 
| 8a80 |  00 00 48 89 84 24 a8 19 00 00 48 8d 05 20 72 09    00 48 89 84 24 b0 19 00 00 48 8d 82 b8 00 00 00  | ..H..$....H...r..H..$....H...... | 
| 8aa0 |  48 89 b4 24 e0 18 00 00 48 81 c6 b0 00 00 00 48    c7 84 24 f0 18 00 00 02 00 00 00 48 c7 84 24 f8  | H..$....H......H..$........H..$. | 
| 8ac0 |  18 00 00 00 00 00 00 66 c7 84 24 00 19 00 00 01    00 c6 84 24 02 19 00 00 01 48 c7 84 24 18 19 00  | .......f..$........$.....H..$... | 
| 8ae0 |  00 1c 0e 00 00 48 c7 84 24 20 19 00 00 00 00 00    00 66 c7 84 24 28 19 00 00 01 00 c6 84 24 2a 19  | .....H..$........f..$(.......$*. | 
| 8b00 |  00 00 00 48 c7 84 24 40 19 00 00 06 00 00 00 48    c7 84 24 48 19 00 00 00 00 00 00 66 c7 84 24 50  | ...H..$@.......H..$H.......f..$P | 
| 8b20 |  19 00 00 00 01 c6 84 24 52 19 00 00 01 48 c7 84    24 68 19 00 00 06 00 00 00 48 c7 84 24 70 19 00  | .......$R....H..$h.......H..$p.. | 
| 8b40 |  00 00 00 00 00 66 c7 84 24 78 19 00 00 00 01 c6    84 24 7a 19 00 00 01 48 c7 84 24 90 19 00 00 08  | .....f..$x.......$z....H..$..... | 
| 8b60 |  00 00 00 48 c7 84 24 98 19 00 00 00 00 00 00 66    c7 84 24 a0 19 00 00 00 01 c6 84 24 a2 19 00 00  | ...H..$........f..$........$.... | 
| 8b80 |  01 48 c7 84 24 b8 19 00 00 07 00 00 00 48 89 84    24 d0 19 00 00 48 8d 05 d1 71 09 00 48 89 84 24  | .H..$........H..$....H...q..H..$ | 
| 8ba0 |  d8 19 00 00 48 89 84 24 00 1a 00 00 48 8d 82 c8    00 00 00 48 89 84 24 20 1a 00 00 48 8d 05 5e a0  | ....H..$....H......H..$....H..^. | 
| 8bc0 |  08 00 48 89 84 24 28 1a 00 00 48 8d 82 d0 00 00    00 48 89 84 24 48 1a 00 00 48 8d 05 87 71 09 00  | ..H..$(...H......H..$H...H...q.. | 
| 8be0 |  48 89 84 24 50 1a 00 00 48 8d 82 d8 00 00 00 48    89 84 24 70 1a 00 00 48 8d 05 0c 73 09 00 48 89  | H..$P...H......H..$p...H...s..H. | 
| 8c00 |  84 24 78 1a 00 00 48 8d 82 e0 00 00 00 48 89 bc    24 f8 19 00 00 48 81 c7 a0 00 00 00 48 c7 84 24  | .$x...H......H..$....H......H..$ | 
| 8c20 |  c0 19 00 00 00 00 00 00 66 c7 84 24 c8 19 00 00    00 01 c6 84 24 ca 19 00 00 01 48 c7 84 24 e0 19  | ........f..$........$.....H..$.. | 
| 8c40 |  00 00 06 00 00 00 48 c7 84 24 e8 19 00 00 00 00    00 00 66 c7 84 24 f0 19 00 00 00 01 c6 84 24 f2  | ......H..$........f..$........$. | 
| 8c60 |  19 00 00 01 48 c7 84 24 08 1a 00 00 06 00 00 00    48 c7 84 24 10 1a 00 00 00 00 00 00 66 c7 84 24  | ....H..$........H..$........f..$ | 
| 8c80 |  18 1a 00 00 01 00 c6 84 24 1a 1a 00 00 01 48 c7    84 24 30 1a 00 00 0f 0c 00 00 48 c7 84 24 38 1a  | ........$.....H..$0.......H..$8. | 
| 8ca0 |  00 00 00 00 00 00 66 c7 84 24 40 1a 00 00 01 00    c6 84 24 42 1a 00 00 00 48 c7 84 24 58 1a 00 00  | ......f..$@.......$B....H..$X... | 
| 8cc0 |  06 00 00 00 48 c7 84 24 60 1a 00 00 00 00 00 00    66 c7 84 24 68 1a 00 00 01 00 c6 84 24 6a 1a 00  | ....H..$`.......f..$h.......$j.. | 
| 8ce0 |  00 01 48 c7 84 24 80 1a 00 00 03 00 00 00 48 c7    84 24 88 1a 00 00 00 00 00 00 66 c7 84 24 90 1a  | ..H..$........H..$........f..$.. | 
| 8d00 |  00 00 01 00 c6 84 24 92 1a 00 00 00 48 89 84 24    98 1a 00 00 48 8d 05 0d 6d 09 00 48 89 84 24 a0  | ......$.....H..$....H...m..H..$. | 
| 8d20 |  1a 00 00 48 89 84 24 c8 1a 00 00 48 8d 82 f0 00    00 00 48 89 84 24 e8 1a 00 00 48 8d 05 5f 97 08  | ...H..$....H......H..$....H.._.. | 
| 8d40 |  00 48 89 84 24 f0 1a 00 00 48 8d 82 f8 00 00 00    48 89 84 24 10 1b 00 00 48 8d 05 7d 71 09 00 48  | .H..$....H......H..$....H..}q..H | 
| 8d60 |  89 84 24 18 1b 00 00 48 8d 82 00 01 00 00 48 81    c2 08 01 00 00 48 89 84 24 38 1b 00 00 48 8d 05  | ..$....H......H......H..$8...H.. | 
| 8d80 |  fc 68 09 00 48 89 84 24 40 1b 00 00 48 89 84 24    68 1b 00 00 48 8d 42 08 48 89 9c 24 c0 1a 00 00  | .h..H..$@...H..$h...H.B.H..$.... | 
| 8da0 |  48 81 c3 20 01 00 00 48 89 94 24 60 1b 00 00 48    c7 84 24 a8 1a 00 00 0a 00 00 00 48 c7 84 24 b0  | H......H..$`...H..$........H..$. | 
| 8dc0 |  1a 00 00 00 00 00 00 66 c7 84 24 b8 1a 00 00 00    01 c6 84 24 ba 1a 00 00 01 48 c7 84 24 d0 1a 00  | .......f..$........$.....H..$... | 
| 8de0 |  00 0a 00 00 00 48 c7 84 24 d8 1a 00 00 00 00 00    00 66 c7 84 24 e0 1a 00 00 01 00 c6 84 24 e2 1a  | .....H..$........f..$........$.. | 
| 8e00 |  00 00 01 48 c7 84 24 f8 1a 00 00 7b 07 00 00 48    c7 84 24 00 1b 00 00 00 00 00 00 66 c7 84 24 08  | ...H..$....{...H..$........f..$. | 
| 8e20 |  1b 00 00 01 00 c6 84 24 0a 1b 00 00 00 48 c7 84    24 20 1b 00 00 04 00 00 00 48 c7 84 24 28 1b 00  | .......$.....H..$........H..$(.. | 
| 8e40 |  00 00 00 00 00 66 c7 84 24 30 1b 00 00 00 01 c6    84 24 32 1b 00 00 01 48 c7 84 24 48 1b 00 00 12  | .....f..$0.......$2....H..$H.... | 
| 8e60 |  00 00 00 48 c7 84 24 50 1b 00 00 00 00 00 00 66    c7 84 24 58 1b 00 00 00 01 c6 84 24 5a 1b 00 00  | ...H..$P.......f..$X.......$Z... | 
| 8e80 |  01 48 c7 84 24 70 1b 00 00 12 00 00 00 48 89 84    24 88 1b 00 00 48 8d 05 7c 6b 09 00 48 89 84 24  | .H..$p.......H..$....H..|k..H..$ | 
| 8ea0 |  90 1b 00 00 48 89 84 24 b8 1b 00 00 48 8d 42 18    48 89 84 24 d8 1b 00 00 48 8d 05 a1 4e 07 00 48  | ....H..$....H.B.H..$....H...N..H | 
| 8ec0 |  89 84 24 e0 1b 00 00 48 8d 42 20 48 89 84 24 00    1c 00 00 48 8d 05 de 6c 09 00 48 89 84 24 08 1c  | ..$....H.B.H..$....H...l..H..$.. | 
| 8ee0 |  00 00 48 8d 42 28 48 89 84 24 28 1c 00 00 48 8d    05 b5 6d 09 00 48 89 8c 24 b0 1b 00 00 48 81 c1  | ..H.B(H..$(...H...m..H..$....H.. | 
| 8f00 |  28 01 00 00 48 89 84 24 30 1c 00 00 48 c7 84 24    78 1b 00 00 00 00 00 00 66 c7 84 24 80 1b 00 00  | (...H..$0...H..$x.......f..$.... | 
| 8f20 |  01 00 c6 84 24 82 1b 00 00 01 48 c7 84 24 98 1b    00 00 0a 00 00 00 48 c7 84 24 a0 1b 00 00 00 00  | ....$.....H..$........H..$...... | 
| 8f40 |  00 00 66 c7 84 24 a8 1b 00 00 00 01 c6 84 24 aa    1b 00 00 01 48 c7 84 24 c0 1b 00 00 0a 00 00 00  | ..f..$........$.....H..$........ | 
| 8f60 |  48 c7 84 24 c8 1b 00 00 00 00 00 00 66 c7 84 24    d0 1b 00 00 01 00 c6 84 24 d2 1b 00 00 01 48 c7  | H..$........f..$........$.....H. | 
| 8f80 |  84 24 e8 1b 00 00 75 00 00 00 48 c7 84 24 f0 1b    00 00 00 00 00 00 66 c7 84 24 f8 1b 00 00 01 00  | .$....u...H..$........f..$...... | 
| 8fa0 |  c6 84 24 fa 1b 00 00 00 48 c7 84 24 10 1c 00 00    08 00 00 00 48 c7 84 24 18 1c 00 00 00 00 00 00  | ..$.....H..$........H..$........ | 
| 8fc0 |  66 c7 84 24 20 1c 00 00 00 01 c6 84 24 22 1c 00    00 01 48 c7 84 24 38 1c 00 00 07 00 00 00 48 c7  | f..$........$"....H..$8.......H. | 
| 8fe0 |  84 24 40 1c 00 00 00 00 00 00 66 c7 84 24 48 1c    00 00 00 01 c6 84 24 4a 1c 00 00 01 48 89 84 24  | .$@.......f..$H.......$J....H..$ | 
| 9000 |  58 1c 00 00 48 8d 42 38 48 89 84 24 78 1c 00 00    48 8d 05 49 81 08 00 48 89 84 24 80 1c 00 00 48  | X...H.B8H..$x...H..I...H..$....H | 
| 9020 |  8d 42 40 48 89 84 24 a0 1c 00 00 48 8d 05 d6 69    09 00 48 89 84 24 a8 1c 00 00 48 8d 42 48 48 89  | .B@H..$....H...i..H..$....H.BHH. | 
| 9040 |  84 24 c8 1c 00 00 48 8d 05 3a 6e 09 00 48 89 84    24 d0 1c 00 00 48 8d 42 50 48 89 84 24 f0 1c 00  | .$....H..:n..H..$....H.BPH..$... | 
| 9060 |  00 48 8d 05 28 67 09 00 48 89 84 24 f8 1c 00 00    48 89 84 24 20 1d 00 00 48 8d 42 60 48 89 b4 24  | .H..(g..H..$....H..$....H.B`H..$ | 
| 9080 |  50 1c 00 00 48 81 c6 68 01 00 00 48 89 bc 24 18    1d 00 00 48 81 c7 60 01 00 00 48 c7 84 24 60 1c  | P...H..h...H..$....H..`...H..$`. | 
| 90a0 |  00 00 07 00 00 00 48 c7 84 24 68 1c 00 00 00 00    00 00 66 c7 84 24 70 1c 00 00 01 00 c6 84 24 72  | ......H..$h.......f..$p.......$r | 
| 90c0 |  1c 00 00 01 48 c7 84 24 88 1c 00 00 21 13 00 00    48 c7 84 24 90 1c 00 00 00 00 00 00 66 c7 84 24  | ....H..$....!...H..$........f..$ | 
| 90e0 |  98 1c 00 00 01 00 c6 84 24 9a 1c 00 00 00 48 c7    84 24 b0 1c 00 00 0a 00 00 00 48 c7 84 24 b8 1c  | ........$.....H..$........H..$.. | 
| 9100 |  00 00 00 00 00 00 66 c7 84 24 c0 1c 00 00 01 00    c6 84 24 c2 1c 00 00 01 48 c7 84 24 d8 1c 00 00  | ......f..$........$.....H..$.... | 
| 9120 |  05 00 00 00 48 c7 84 24 e0 1c 00 00 00 00 00 00    66 c7 84 24 e8 1c 00 00 00 01 c6 84 24 ea 1c 00  | ....H..$........f..$........$... | 
| 9140 |  00 01 48 c7 84 24 00 1d 00 00 0f 00 00 00 48 c7    84 24 08 1d 00 00 00 00 00 00 66 c7 84 24 10 1d  | ..H..$........H..$........f..$.. | 
| 9160 |  00 00 00 01 c6 84 24 12 1d 00 00 01 48 c7 84 24    28 1d 00 00 0f 00 00 00 48 89 84 24 40 1d 00 00  | ......$.....H..$(.......H..$@... | 
| 9180 |  48 8d 05 59 6f 08 00 48 89 84 24 48 1d 00 00 48    8d 42 68 48 89 84 24 68 1d 00 00 48 8d 05 65 6d  | H..Yo..H..$H...H.BhH..$h...H..em | 
| 91a0 |  09 00 48 89 84 24 70 1d 00 00 48 8d 42 70 48 89    84 24 90 1d 00 00 48 8d 05 e6 6a 09 00 48 89 84  | ..H..$p...H.BpH..$....H...j..H.. | 
| 91c0 |  24 98 1d 00 00 48 8d 42 78 48 89 84 24 b8 1d 00    00 48 8d 05 c0 6a 09 00 48 89 84 24 c0 1d 00 00  | $....H.BxH..$....H...j..H..$.... | 
| 91e0 |  48 8d 82 80 00 00 00 48 89 84 24 e0 1d 00 00 48    8d 05 6b 6b 09 00 48 89 84 24 e8 1d 00 00 48 8d  | H......H..$....H..kk..H..$....H. | 
| 9200 |  82 88 00 00 00 48 c7 84 24 30 1d 00 00 00 00 00    00 66 c7 84 24 38 1d 00 00 01 00 c6 84 24 3a 1d  | .....H..$0.......f..$8.......$:. | 
| 9220 |  00 00 01 48 c7 84 24 50 1d 00 00 6e 10 00 00 48    c7 84 24 58 1d 00 00 00 00 00 00 66 c7 84 24 60  | ...H..$P...n...H..$X.......f..$` | 
| 9240 |  1d 00 00 01 00 c6 84 24 62 1d 00 00 00 48 c7 84    24 78 1d 00 00 03 00 00 00 48 c7 84 24 80 1d 00  | .......$b....H..$x.......H..$... | 
| 9260 |  00 00 00 00 00 66 c7 84 24 88 1d 00 00 00 01 c6    84 24 8a 1d 00 00 01 48 c7 84 24 a0 1d 00 00 07  | .....f..$........$.....H..$..... | 
| 9280 |  00 00 00 48 c7 84 24 a8 1d 00 00 00 00 00 00 66    c7 84 24 b0 1d 00 00 01 00 c6 84 24 b2 1d 00 00  | ...H..$........f..$........$.... | 
| 92a0 |  01 48 c7 84 24 c8 1d 00 00 0b 00 00 00 48 c7 84    24 d0 1d 00 00 00 00 00 00 66 c7 84 24 d8 1d 00  | .H..$........H..$........f..$... | 
| 92c0 |  00 00 01 c6 84 24 da 1d 00 00 01 48 c7 84 24 f0    1d 00 00 06 00 00 00 48 c7 84 24 f8 1d 00 00 00  | .....$.....H..$........H..$..... | 
| 92e0 |  00 00 00 66 c7 84 24 00 1e 00 00 00 01 c6 84 24    02 1e 00 00 01 48 89 84 24 08 1e 00 00 48 8d 05  | ...f..$........$.....H..$....H.. | 
| 9300 |  54 65 09 00 48 89 84 24 10 1e 00 00 48 8d 82 90    00 00 00 48 89 84 24 30 1e 00 00 48 8d 05 39 6a  | Te..H..$....H......H..$0...H..9j | 
| 9320 |  09 00 48 89 84 24 38 1e 00 00 48 8d 82 98 00 00    00 48 89 84 24 58 1e 00 00 48 8d 05 15 6a 09 00  | ..H..$8...H......H..$X...H...j.. | 
| 9340 |  48 89 84 24 60 1e 00 00 48 8d 82 a0 00 00 00 48    89 84 24 80 1e 00 00 48 8d 05 f1 69 09 00 48 89  | H..$`...H......H..$....H...i..H. | 
| 9360 |  84 24 88 1e 00 00 48 8d 82 a8 00 00 00 48 89 84    24 a8 1e 00 00 48 8d 05 06 6b 09 00 48 89 84 24  | .$....H......H..$....H...k..H..$ | 
| 9380 |  b0 1e 00 00 48 8d 82 b0 00 00 00 48 89 84 24 d0    1e 00 00 48 8d 05 e3 6a 09 00 48 89 84 24 d8 1e  | ....H......H..$....H...j..H..$.. | 
| 93a0 |  00 00 48 8d 82 b8 00 00 00 48 c7 84 24 18 1e 00    00 0e 00 00 00 48 c7 84 24 20 1e 00 00 00 00 00  | ..H......H..$........H..$....... | 
| 93c0 |  00 66 c7 84 24 28 1e 00 00 00 01 c6 84 24 2a 1e    00 00 01 48 c7 84 24 40 1e 00 00 06 00 00 00 48  | .f..$(.......$*....H..$@.......H | 
| 93e0 |  c7 84 24 48 1e 00 00 00 00 00 00 66 c7 84 24 50    1e 00 00 00 01 c6 84 24 52 1e 00 00 01 48 c7 84  | ..$H.......f..$P.......$R....H.. | 
| 9400 |  24 68 1e 00 00 06 00 00 00 48 c7 84 24 70 1e 00    00 00 00 00 00 66 c7 84 24 78 1e 00 00 00 01 c6  | $h.......H..$p.......f..$x...... | 
| 9420 |  84 24 7a 1e 00 00 01 48 c7 84 24 90 1e 00 00 06    00 00 00 48 c7 84 24 98 1e 00 00 00 00 00 00 66  | .$z....H..$........H..$........f | 
| 9440 |  c7 84 24 a0 1e 00 00 00 01 c6 84 24 a2 1e 00 00    01 48 c7 84 24 b8 1e 00 00 05 00 00 00 48 c7 84  | ..$........$.....H..$........H.. | 
| 9460 |  24 c0 1e 00 00 00 00 00 00 66 c7 84 24 c8 1e 00    00 00 01 c6 84 24 ca 1e 00 00 01 48 c7 84 24 e0  | $........f..$........$.....H..$. | 
| 9480 |  1e 00 00 05 00 00 00 48 89 84 24 f8 1e 00 00 48    8d 05 62 65 09 00 48 89 84 24 00 1f 00 00 48 8d  | .......H..$....H..be..H..$....H. | 
| 94a0 |  82 c0 00 00 00 48 89 84 24 20 1f 00 00 48 8d 05    5c 66 09 00 48 89 84 24 28 1f 00 00 48 8d 82 c8  | .....H..$....H..\f..H..$(...H... | 
| 94c0 |  00 00 00 48 89 84 24 48 1f 00 00 48 8d 05 77 68    09 00 48 89 84 24 50 1f 00 00 48 8d 82 d0 00 00  | ...H..$H...H..wh..H..$P...H..... | 
| 94e0 |  00 48 89 84 24 70 1f 00 00 48 8d 05 10 66 09 00    48 89 84 24 78 1f 00 00 48 8d 82 d8 00 00 00 48  | .H..$p...H...f..H..$x...H......H | 
| 9500 |  89 84 24 98 1f 00 00 48 8d 05 e2 65 09 00 48 89    84 24 a0 1f 00 00 48 8d 82 e0 00 00 00 48 c7 84  | ..$....H...e..H..$....H......H.. | 
| 9520 |  24 e8 1e 00 00 00 00 00 00 66 c7 84 24 f0 1e 00    00 00 01 c6 84 24 f2 1e 00 00 01 48 c7 84 24 08  | $........f..$........$.....H..$. | 
| 9540 |  1f 00 00 0a 00 00 00 48 c7 84 24 10 1f 00 00 00    00 00 00 66 c7 84 24 18 1f 00 00 01 00 c6 84 24  | .......H..$........f..$........$ | 
| 9560 |  1a 1f 00 00 00 48 c7 84 24 30 1f 00 00 09 00 00    00 48 c7 84 24 38 1f 00 00 00 00 00 00 66 c7 84  | .....H..$0.......H..$8.......f.. | 
| 9580 |  24 40 1f 00 00 00 01 c6 84 24 42 1f 00 00 01 48    c7 84 24 58 1f 00 00 06 00 00 00 48 c7 84 24 60  | $@.......$B....H..$X.......H..$` | 
| 95a0 |  1f 00 00 00 00 00 00 66 c7 84 24 68 1f 00 00 00    01 c6 84 24 6a 1f 00 00 01 48 c7 84 24 80 1f 00  | .......f..$h.......$j....H..$... | 
| 95c0 |  00 09 00 00 00 48 c7 84 24 88 1f 00 00 00 00 00    00 66 c7 84 24 90 1f 00 00 00 01 c6 84 24 92 1f  | .....H..$........f..$........$.. | 
| 95e0 |  00 00 01 48 c7 84 24 a8 1f 00 00 09 00 00 00 48    c7 84 24 b0 1f 00 00 00 00 00 00 66 c7 84 24 b8  | ...H..$........H..$........f..$. | 
| 9600 |  1f 00 00 00 01 c6 84 24 ba 1f 00 00 01 48 89 84    24 c0 1f 00 00 48 8d 05 3c 63 09 00 48 89 84 24  | .......$.....H..$....H..<c..H..$ | 
| 9620 |  c8 1f 00 00 48 8d 82 e8 00 00 00 48 89 84 24 e8    1f 00 00 48 8d 05 3e 68 09 00 48 89 84 24 f0 1f  | ....H......H..$....H..>h..H..$.. | 
| 9640 |  00 00 48 8d 82 f0 00 00 00 48 89 84 24 10 20 00    00 48 8d 05 88 64 09 00 48 89 84 24 18 20 00 00  | ..H......H..$....H...d..H..$.... | 
| 9660 |  48 8d 82 f8 00 00 00 48 89 84 24 38 20 00 00 48    8d 05 cd 66 09 00 48 89 84 24 40 20 00 00 48 89  | H......H..$8...H...f..H..$@...H. | 
| 9680 |  84 24 68 20 00 00 48 8d 82 08 01 00 00 48 89 84    24 88 20 00 00 48 8d 05 3c 68 09 00 48 89 84 24  | .$h...H......H..$....H..<h..H..$ | 
| 96a0 |  90 20 00 00 48 8d 82 10 01 00 00 48 89 9c 24 60    20 00 00 48 81 c3 d0 00 00 00 48 c7 84 24 d0 1f  | ....H......H..$`...H......H..$.. | 
| 96c0 |  00 00 0b 00 00 00 48 c7 84 24 d8 1f 00 00 00 00    00 00 66 c7 84 24 e0 1f 00 00 00 01 c6 84 24 e2  | ......H..$........f..$........$. | 
| 96e0 |  1f 00 00 01 48 c7 84 24 f8 1f 00 00 05 00 00 00    48 c7 84 24 00 20 00 00 00 00 00 00 66 c7 84 24  | ....H..$........H..$........f..$ | 
| 9700 |  08 20 00 00 00 01 c6 84 24 0a 20 00 00 01 48 c7    84 24 20 20 00 00 09 00 00 00 48 c7 84 24 28 20  | ........$.....H..$........H..$(. | 
| 9720 |  00 00 00 00 00 00 66 c7 84 24 30 20 00 00 00 01    c6 84 24 32 20 00 00 01 48 c7 84 24 48 20 00 00  | ......f..$0.......$2....H..$H... | 
| 9740 |  06 00 00 00 48 c7 84 24 50 20 00 00 00 00 00 00    66 c7 84 24 58 20 00 00 00 01 c6 84 24 5a 20 00  | ....H..$P.......f..$X.......$Z.. | 
| 9760 |  00 01 48 c7 84 24 70 20 00 00 06 00 00 00 48 c7    84 24 78 20 00 00 00 00 00 00 66 c7 84 24 80 20  | ..H..$p.......H..$x.......f..$.. | 
| 9780 |  00 00 01 00 c6 84 24 82 20 00 00 01 48 c7 84 24    98 20 00 00 04 00 00 00 48 89 84 24 b0 20 00 00  | ......$.....H..$........H..$.... | 
| 97a0 |  48 8d 05 e6 64 09 00 48 89 84 24 b8 20 00 00 48    8d 82 18 01 00 00 48 89 84 24 d8 20 00 00 48 8d  | H...d..H..$....H......H..$....H. | 
| 97c0 |  05 57 67 09 00 48 89 84 24 e0 20 00 00 48 8d 82    20 01 00 00 48 81 c2 28 01 00 00 48 89 84 24 00  | .Wg..H..$....H......H..(...H..$. | 
| 97e0 |  21 00 00 48 8d 05 ea 66 09 00 48 89 84 24 08 21    00 00 48 89 84 24 30 21 00 00 48 8d 42 08 48 89  | !..H...f..H..$.!..H..$0!..H.B.H. | 
| 9800 |  84 24 50 21 00 00 48 8d 05 a3 63 09 00 48 89 94    24 28 21 00 00 48 89 84 24 58 21 00 00 48 c7 84  | .$P!..H...c..H..$(!..H..$X!..H.. | 
| 9820 |  24 a0 20 00 00 00 00 00 00 66 c7 84 24 a8 20 00    00 01 00 c6 84 24 aa 20 00 00 01 48 c7 84 24 c0  | $........f..$........$.....H..$. | 
| 9840 |  20 00 00 07 00 00 00 48 c7 84 24 c8 20 00 00 00    00 00 00 66 c7 84 24 d0 20 00 00 00 01 c6 84 24  | .......H..$........f..$........$ | 
| 9860 |  d2 20 00 00 01 48 c7 84 24 e8 20 00 00 02 00 00    00 48 c7 84 24 f0 20 00 00 00 00 00 00 66 c7 84  | .....H..$........H..$........f.. | 
| 9880 |  24 f8 20 00 00 01 00 c6 84 24 fa 20 00 00 01 48    c7 84 24 10 21 00 00 04 00 00 00 48 c7 84 24 18  | $........$.....H..$.!......H..$. | 
| 98a0 |  21 00 00 00 00 00 00 66 c7 84 24 20 21 00 00 00    01 c6 84 24 22 21 00 00 01 48 c7 84 24 38 21 00  | !......f..$.!......$"!...H..$8!. | 
| 98c0 |  00 04 00 00 00 48 c7 84 24 40 21 00 00 00 00 00    00 66 c7 84 24 48 21 00 00 01 00 c6 84 24 4a 21  | .....H..$@!......f..$H!......$J! | 
| 98e0 |  00 00 01 48 c7 84 24 60 21 00 00 08 00 00 00 48    c7 84 24 68 21 00 00 00 00 00 00 66 c7 84 24 70  | ...H..$`!......H..$h!......f..$p | 
| 9900 |  21 00 00 00 01 c6 84 24 72 21 00 00 01 48 89 84    24 80 21 00 00 48 8d 42 18 48 89 84 24 a0 21 00  | !......$r!...H..$.!..H.B.H..$.!. | 
| 9920 |  00 48 8d 05 d8 3c 09 00 48 89 84 24 a8 21 00 00    48 8d 42 20 48 89 84 24 c8 21 00 00 48 8d 05 30  | .H...<..H..$.!..H.B.H..$.!..H..0 | 
| 9940 |  65 09 00 48 89 84 24 d0 21 00 00 48 8d 42 28 48    89 84 24 f0 21 00 00 48 8d 05 8a 60 09 00 48 89  | e..H..$.!..H.B(H..$.!..H...`..H. | 
| 9960 |  84 24 f8 21 00 00 48 8d 42 30 48 89 84 24 18 22    00 00 48 8d 05 cf 5f 09 00 48 89 84 24 20 22 00  | .$.!..H.B0H..$."..H..._..H..$.". | 
| 9980 |  00 48 8d 42 38 48 89 84 24 40 22 00 00 48 8d 05    f2 62 09 00 48 89 84 24 48 22 00 00 48 8d 42 40  | .H.B8H..$@"..H...b..H..$H"..H.B@ | 
| 99a0 |  48 89 8c 24 78 21 00 00 48 81 c1 e0 00 00 00 48    c7 84 24 88 21 00 00 08 00 00 00 48 c7 84 24 90  | H..$x!..H......H..$.!......H..$. | 
| 99c0 |  21 00 00 00 00 00 00 66 c7 84 24 98 21 00 00 01    00 c6 84 24 9a 21 00 00 01 48 c7 84 24 b0 21 00  | !......f..$.!......$.!...H..$.!. | 
| 99e0 |  00 d2 0d 00 00 48 c7 84 24 b8 21 00 00 00 00 00    00 66 c7 84 24 c0 21 00 00 01 00 c6 84 24 c2 21  | .....H..$.!......f..$.!......$.! | 
| 9a00 |  00 00 00 48 c7 84 24 d8 21 00 00 05 00 00 00 48    c7 84 24 e0 21 00 00 00 00 00 00 66 c7 84 24 e8  | ...H..$.!......H..$.!......f..$. | 
| 9a20 |  21 00 00 00 01 c6 84 24 ea 21 00 00 01 48 c7 84    24 00 22 00 00 0c 00 00 00 48 c7 84 24 08 22 00  | !......$.!...H..$."......H..$.". | 
| 9a40 |  00 00 00 00 00 66 c7 84 24 10 22 00 00 01 00 c6    84 24 12 22 00 00 00 48 c7 84 24 28 22 00 00 0e  | .....f..$."......$."...H..$("... | 
| 9a60 |  00 00 00 48 c7 84 24 30 22 00 00 00 00 00 00 66    c7 84 24 38 22 00 00 01 00 c6 84 24 3a 22 00 00  | ...H..$0"......f..$8"......$:".. | 
| 9a80 |  00 48 c7 84 24 50 22 00 00 07 00 00 00 48 89 84    24 68 22 00 00 48 8d 05 64 42 07 00 48 89 84 24  | .H..$P"......H..$h"..H..dB..H..$ | 
| 9aa0 |  70 22 00 00 48 8d 42 48 48 89 84 24 90 22 00 00    48 8d 05 c9 5c 09 00 48 89 84 24 98 22 00 00 48  | p"..H.BHH..$."..H...\..H..$."..H | 
| 9ac0 |  8d 42 50 48 89 84 24 b8 22 00 00 48 8d 05 ad 61    09 00 48 89 84 24 c0 22 00 00 48 8d 42 58 48 89  | .BPH..$."..H...a..H..$."..H.BXH. | 
| 9ae0 |  84 24 e0 22 00 00 48 8d 05 81 63 09 00 48 89 84    24 e8 22 00 00 48 8d 42 60 48 89 84 24 08 23 00  | .$."..H...c..H..$."..H.B`H..$.#. | 
| 9b00 |  00 48 8d 05 30 5e 09 00 48 89 84 24 10 23 00 00    48 8d 42 68 48 c7 84 24 58 22 00 00 00 00 00 00  | .H..0^..H..$.#..H.BhH..$X"...... | 
| 9b20 |  66 c7 84 24 60 22 00 00 00 01 c6 84 24 62 22 00    00 01 48 c7 84 24 78 22 00 00 54 00 00 00 48 c7  | f..$`"......$b"...H..$x"..T...H. | 
| 9b40 |  84 24 80 22 00 00 00 00 00 00 66 c7 84 24 88 22    00 00 01 00 c6 84 24 8a 22 00 00 00 48 c7 84 24  | .$."......f..$."......$."...H..$ | 
| 9b60 |  a0 22 00 00 10 00 00 00 48 c7 84 24 a8 22 00 00    00 00 00 00 66 c7 84 24 b0 22 00 00 00 01 c6 84  | ."......H..$."......f..$."...... | 
| 9b80 |  24 b2 22 00 00 01 48 c7 84 24 c8 22 00 00 07 00    00 00 48 c7 84 24 d0 22 00 00 00 00 00 00 66 c7  | $."...H..$."......H..$."......f. | 
| 9ba0 |  84 24 d8 22 00 00 00 01 c6 84 24 da 22 00 00 01    48 c7 84 24 f0 22 00 00 05 00 00 00 48 c7 84 24  | .$."......$."...H..$."......H..$ | 
| 9bc0 |  f8 22 00 00 00 00 00 00 66 c7 84 24 00 23 00 00    00 01 c6 84 24 02 23 00 00 01 48 c7 84 24 18 23  | ."......f..$.#......$.#...H..$.# | 
| 9be0 |  00 00 0b 00 00 00 48 c7 84 24 20 23 00 00 00 00    00 00 66 c7 84 24 28 23 00 00 00 01 c6 84 24 2a  | ......H..$.#......f..$(#......$* | 
| 9c00 |  23 00 00 01 48 89 84 24 30 23 00 00 48 8d 05 bd    62 09 00 48 89 84 24 38 23 00 00 48 89 84 24 60  | #...H..$0#..H...b..H..$8#..H..$` | 
| 9c20 |  23 00 00 48 8d 42 78 48 89 84 24 80 23 00 00 48    8d 05 33 62 09 00 48 89 84 24 88 23 00 00 48 8d  | #..H.BxH..$.#..H..3b..H..$.#..H. | 
| 9c40 |  82 80 00 00 00 48 89 84 24 a8 23 00 00 48 8d 05    d4 5c 09 00 48 89 84 24 b0 23 00 00 48 8d 82 88  | .....H..$.#..H...\..H..$.#..H... | 
| 9c60 |  00 00 00 48 89 84 24 d0 23 00 00 48 8d 05 5e 5e    09 00 48 89 84 24 d8 23 00 00 48 89 84 24 00 24  | ...H..$.#..H..^^..H..$.#..H..$.$ | 
| 9c80 |  00 00 48 8d 82 98 00 00 00 48 89 b4 24 58 23 00    00 48 81 c6 b8 00 00 00 48 89 bc 24 f8 23 00 00  | ..H......H..$X#..H......H..$.#.. | 
| 9ca0 |  48 81 c7 a8 00 00 00 48 c7 84 24 40 23 00 00 04    00 00 00 48 c7 84 24 48 23 00 00 00 00 00 00 66  | H......H..$@#......H..$H#......f | 
| 9cc0 |  c7 84 24 50 23 00 00 00 01 c6 84 24 52 23 00 00    01 48 c7 84 24 68 23 00 00 04 00 00 00 48 c7 84  | ..$P#......$R#...H..$h#......H.. | 
| 9ce0 |  24 70 23 00 00 00 00 00 00 66 c7 84 24 78 23 00    00 01 00 c6 84 24 7a 23 00 00 01 48 c7 84 24 90  | $p#......f..$x#......$z#...H..$. | 
| 9d00 |  23 00 00 05 00 00 00 48 c7 84 24 98 23 00 00 00    00 00 00 66 c7 84 24 a0 23 00 00 00 01 c6 84 24  | #......H..$.#......f..$.#......$ | 
| 9d20 |  a2 23 00 00 01 48 c7 84 24 b8 23 00 00 0b 00 00    00 48 c7 84 24 c0 23 00 00 00 00 00 00 66 c7 84  | .#...H..$.#......H..$.#......f.. | 
| 9d40 |  24 c8 23 00 00 00 01 c6 84 24 ca 23 00 00 01 48    c7 84 24 e0 23 00 00 09 00 00 00 48 c7 84 24 e8  | $.#......$.#...H..$.#......H..$. | 
| 9d60 |  23 00 00 00 00 00 00 66 c7 84 24 f0 23 00 00 00    01 c6 84 24 f2 23 00 00 01 48 c7 84 24 08 24 00  | #......f..$.#......$.#...H..$.$. | 
| 9d80 |  00 09 00 00 00 48 89 84 24 20 24 00 00 48 8d 05    cc 56 08 00 48 89 84 24 28 24 00 00 48 8d 82 a0  | .....H..$.$..H...V..H..$($..H... | 
| 9da0 |  00 00 00 48 89 84 24 48 24 00 00 48 8d 05 26 5c    09 00 48 89 84 24 50 24 00 00 48 89 84 24 78 24  | ...H..$H$..H..&\..H..$P$..H..$x$ | 
| 9dc0 |  00 00 48 8d 82 b0 00 00 00 48 89 84 24 98 24 00    00 48 8d 05 a8 44 08 00 48 89 84 24 a0 24 00 00  | ..H......H..$.$..H...D..H..$.$.. | 
| 9de0 |  48 8d 82 b8 00 00 00 48 81 c2 c0 00 00 00 48 89    84 24 c0 24 00 00 48 8d 05 cb 5b 09 00 48 89 9c  | H......H......H..$.$..H...[..H.. | 
| 9e00 |  24 70 24 00 00 48 81 c3 a8 00 00 00 48 89 84 24    c8 24 00 00 48 c7 84 24 10 24 00 00 00 00 00 00  | $p$..H......H..$.$..H..$.$...... | 
| 9e20 |  66 c7 84 24 18 24 00 00 01 00 c6 84 24 1a 24 00    00 01 48 c7 84 24 30 24 00 00 70 0c 00 00 48 c7  | f..$.$......$.$...H..$0$..p...H. | 
| 9e40 |  84 24 38 24 00 00 00 00 00 00 66 c7 84 24 40 24    00 00 01 00 c6 84 24 42 24 00 00 00 48 c7 84 24  | .$8$......f..$@$......$B$...H..$ | 
| 9e60 |  58 24 00 00 0a 00 00 00 48 c7 84 24 60 24 00 00    00 00 00 00 66 c7 84 24 68 24 00 00 00 01 c6 84  | X$......H..$`$......f..$h$...... | 
| 9e80 |  24 6a 24 00 00 01 48 c7 84 24 80 24 00 00 0a 00    00 00 48 c7 84 24 88 24 00 00 00 00 00 00 66 c7  | $j$...H..$.$......H..$.$......f. | 
| 9ea0 |  84 24 90 24 00 00 01 00 c6 84 24 92 24 00 00 01    48 c7 84 24 a8 24 00 00 ce 11 00 00 48 c7 84 24  | .$.$......$.$...H..$.$......H..$ | 
| 9ec0 |  b0 24 00 00 00 00 00 00 66 c7 84 24 b8 24 00 00    01 00 c6 84 24 ba 24 00 00 00 48 c7 84 24 d0 24  | .$......f..$.$......$.$...H..$.$ | 
| 9ee0 |  00 00 0a 00 00 00 48 c7 84 24 d8 24 00 00 00 00    00 00 66 c7 84 24 e0 24 00 00 00 01 c6 84 24 e2  | ......H..$.$......f..$.$......$. | 
| 9f00 |  24 00 00 01 48 89 84 24 f0 24 00 00 48 8d 42 08    48 89 84 24 10 25 00 00 48 8d 05 61 37 08 00 48  | $...H..$.$..H.B.H..$.%..H..a7..H | 
| 9f20 |  89 84 24 18 25 00 00 48 8d 42 10 48 89 84 24 38    25 00 00 48 8d 05 92 5f 09 00 48 89 84 24 40 25  | ..$.%..H.B.H..$8%..H..._..H..$@% | 
| 9f40 |  00 00 48 8d 42 18 48 89 84 24 60 25 00 00 48 8d    05 0b 5f 09 00 48 89 84 24 68 25 00 00 48 8d 42  | ..H.B.H..$`%..H..._..H..$h%..H.B | 
| 9f60 |  20 48 89 84 24 88 25 00 00 48 8d 05 50 57 09 00    48 89 84 24 90 25 00 00 48 8d 42 28 48 89 84 24  | .H..$.%..H..PW..H..$.%..H.B(H..$ | 
| 9f80 |  b0 25 00 00 48 8d 05 cb 5e 09 00 48 89 94 24 e8    24 00 00 48 89 84 24 b8 25 00 00 48 c7 84 24 f8  | .%..H...^..H..$.$..H..$.%..H..$. | 
| 9fa0 |  24 00 00 0a 00 00 00 48 c7 84 24 00 25 00 00 00    00 00 00 66 c7 84 24 08 25 00 00 01 00 c6 84 24  | $......H..$.%......f..$.%......$ | 
| 9fc0 |  0a 25 00 00 01 48 c7 84 24 20 25 00 00 f6 0b 00    00 48 c7 84 24 28 25 00 00 00 00 00 00 66 c7 84  | .%...H..$.%......H..$(%......f.. | 
| 9fe0 |  24 30 25 00 00 01 00 c6 84 24 32 25 00 00 00 48    c7 84 24 48 25 00 00 04 00 00 00 48 c7 84 24 50  | $0%......$2%...H..$H%......H..$P | 
| a000 |  25 00 00 00 00 00 00 66 c7 84 24 58 25 00 00 00    01 c6 84 24 5a 25 00 00 01 48 c7 84 24 70 25 00  | %......f..$X%......$Z%...H..$p%. | 
| a020 |  00 09 00 00 00 48 c7 84 24 78 25 00 00 00 00 00    00 66 c7 84 24 80 25 00 00 00 01 c6 84 24 82 25  | .....H..$x%......f..$.%......$.% | 
| a040 |  00 00 01 48 c7 84 24 98 25 00 00 11 00 00 00 48    c7 84 24 a0 25 00 00 00 00 00 00 66 c7 84 24 a8  | ...H..$.%......H..$.%......f..$. | 
| a060 |  25 00 00 00 01 c6 84 24 aa 25 00 00 01 48 c7 84    24 c0 25 00 00 05 00 00 00 48 89 84 24 e0 25 00  | %......$.%...H..$.%......H..$.%. | 
| a080 |  00 48 8d 42 38 48 89 84 24 00 26 00 00 48 8d 05    2c 3c 07 00 48 89 84 24 08 26 00 00 48 8d 42 40  | .H.B8H..$.&..H..,<..H..$.&..H.B@ | 
| a0a0 |  48 89 84 24 28 26 00 00 48 8d 05 f1 52 09 00 48    89 84 24 30 26 00 00 48 8d 42 48 48 89 84 24 50  | H..$(&..H...R..H..$0&..H.BHH..$P | 
| a0c0 |  26 00 00 48 8d 05 87 5d 09 00 48 89 84 24 58 26    00 00 48 8d 42 50 48 89 84 24 78 26 00 00 48 8d  | &..H...]..H..$X&..H.BPH..$x&..H. | 
| a0e0 |  05 33 58 09 00 48 89 84 24 80 26 00 00 48 8d 42    58 48 89 8c 24 d8 25 00 00 48 81 c1 90 00 00 00  | .3X..H..$.&..H.BXH..$.%..H...... | 
| a100 |  48 c7 84 24 c8 25 00 00 00 00 00 00 66 c7 84 24    d0 25 00 00 00 01 c6 84 24 d2 25 00 00 01 48 c7  | H..$.%......f..$.%......$.%...H. | 
| a120 |  84 24 e8 25 00 00 05 00 00 00 48 c7 84 24 f0 25    00 00 00 00 00 00 66 c7 84 24 f8 25 00 00 01 00  | .$.%......H..$.%......f..$.%.... | 
| a140 |  c6 84 24 fa 25 00 00 01 48 c7 84 24 10 26 00 00    23 00 00 00 48 c7 84 24 18 26 00 00 00 00 00 00  | ..$.%...H..$.&..#...H..$.&...... | 
| a160 |  66 c7 84 24 20 26 00 00 01 00 c6 84 24 22 26 00    00 00 48 c7 84 24 38 26 00 00 1b 00 00 00 48 c7  | f..$.&......$"&...H..$8&......H. | 
| a180 |  84 24 40 26 00 00 00 00 00 00 66 c7 84 24 48 26    00 00 01 00 c6 84 24 4a 26 00 00 00 48 c7 84 24  | .$@&......f..$H&......$J&...H..$ | 
| a1a0 |  60 26 00 00 05 00 00 00 48 c7 84 24 68 26 00 00    00 00 00 00 66 c7 84 24 70 26 00 00 00 01 c6 84  | `&......H..$h&......f..$p&...... | 
| a1c0 |  24 72 26 00 00 01 48 c7 84 24 88 26 00 00 0d 00    00 00 48 c7 84 24 90 26 00 00 00 00 00 00 66 c7  | $r&...H..$.&......H..$.&......f. | 
| a1e0 |  84 24 98 26 00 00 01 00 c6 84 24 9a 26 00 00 00    48 89 84 24 a0 26 00 00 48 8d 05 a1 59 09 00 48  | .$.&......$.&...H..$.&..H...Y..H | 
| a200 |  89 84 24 a8 26 00 00 48 8d 42 60 48 89 84 24 c8    26 00 00 48 8d 05 ea 5c 09 00 48 89 84 24 d0 26  | ..$.&..H.B`H..$.&..H...\..H..$.& | 
| a220 |  00 00 48 89 84 24 f8 26 00 00 48 8d 42 70 48 89    84 24 18 27 00 00 48 8d 05 3b 56 09 00 48 89 84  | ..H..$.&..H.BpH..$.'..H..;V..H.. | 
| a240 |  24 20 27 00 00 48 89 84 24 48 27 00 00 48 8d 82    80 00 00 00 48 89 84 24 68 27 00 00 48 8d 05 bd  | $.'..H..$H'..H......H..$h'..H... | 
| a260 |  27 08 00 48 89 84 24 70 27 00 00 48 8d 82 88 00    00 00 48 89 b4 24 f0 26 00 00 48 83 c6 70 48 89  | '..H..$p'..H......H..$.&..H..pH. | 
| a280 |  bc 24 40 27 00 00 48 c7 84 24 b0 26 00 00 09 00    00 00 48 c7 84 24 b8 26 00 00 00 00 00 00 66 c7  | .$@'..H..$.&......H..$.&......f. | 
| a2a0 |  84 24 c0 26 00 00 00 01 c6 84 24 c2 26 00 00 01    48 c7 84 24 d8 26 00 00 03 00 00 00 48 c7 84 24  | .$.&......$.&...H..$.&......H..$ | 
| a2c0 |  e0 26 00 00 00 00 00 00 66 c7 84 24 e8 26 00 00    00 01 c6 84 24 ea 26 00 00 01 48 c7 84 24 00 27  | .&......f..$.&......$.&...H..$.' | 
| a2e0 |  00 00 03 00 00 00 48 c7 84 24 08 27 00 00 00 00    00 00 66 c7 84 24 10 27 00 00 01 00 c6 84 24 12  | ......H..$.'......f..$.'......$. | 
| a300 |  27 00 00 01 48 c7 84 24 28 27 00 00 0c 00 00 00    48 c7 84 24 30 27 00 00 00 00 00 00 66 c7 84 24  | '...H..$('......H..$0'......f..$ | 
| a320 |  38 27 00 00 00 01 c6 84 24 3a 27 00 00 01 48 c7    84 24 50 27 00 00 0c 00 00 00 48 c7 84 24 58 27  | 8'......$:'...H..$P'......H..$X' | 
| a340 |  00 00 00 00 00 00 66 c7 84 24 60 27 00 00 01 00    c6 84 24 62 27 00 00 01 48 c7 84 24 78 27 00 00  | ......f..$`'......$b'...H..$x'.. | 
| a360 |  51 0c 00 00 48 89 84 24 90 27 00 00 48 8d 05 2d    52 09 00 48 89 84 24 98 27 00 00 48 89 84 24 c0  | Q...H..$.'..H..-R..H..$.'..H..$. | 
| a380 |  27 00 00 48 8d 82 98 00 00 00 48 89 84 24 e0 27    00 00 48 8d 05 87 10 08 00 48 89 84 24 e8 27 00  | '..H......H..$.'..H......H..$.'. | 
| a3a0 |  00 48 8d 82 a0 00 00 00 48 81 c2 a8 00 00 00 48    83 ef 80 48 89 84 24 08 28 00 00 48 8d 05 58 5b  | .H......H......H...H..$.(..H..X[ | 
| a3c0 |  09 00 48 89 84 24 10 28 00 00 48 89 84 24 38 28    00 00 48 8d 42 08 48 89 9c 24 b8 27 00 00 48 83  | ..H..$.(..H..$8(..H.B.H..$.'..H. | 
| a3e0 |  eb 80 48 89 94 24 30 28 00 00 48 c7 84 24 80 27    00 00 00 00 00 00 66 c7 84 24 88 27 00 00 01 00  | ..H..$0(..H..$.'......f..$.'.... | 
| a400 |  c6 84 24 8a 27 00 00 00 48 c7 84 24 a0 27 00 00    14 00 00 00 48 c7 84 24 a8 27 00 00 00 00 00 00  | ..$.'...H..$.'......H..$.'...... | 
| a420 |  66 c7 84 24 b0 27 00 00 00 01 c6 84 24 b2 27 00    00 01 48 c7 84 24 c8 27 00 00 14 00 00 00 48 c7  | f..$.'......$.'...H..$.'......H. | 
| a440 |  84 24 d0 27 00 00 00 00 00 00 66 c7 84 24 d8 27    00 00 01 00 c6 84 24 da 27 00 00 01 48 c7 84 24  | .$.'......f..$.'......$.'...H..$ | 
| a460 |  f0 27 00 00 f4 15 00 00 48 c7 84 24 f8 27 00 00    00 00 00 00 66 c7 84 24 00 28 00 00 01 00 c6 84  | .'......H..$.'......f..$.(...... | 
| a480 |  24 02 28 00 00 00 48 c7 84 24 18 28 00 00 02 00    00 00 48 c7 84 24 20 28 00 00 00 00 00 00 66 c7  | $.(...H..$.(......H..$.(......f. | 
| a4a0 |  84 24 28 28 00 00 00 01 c6 84 24 2a 28 00 00 01    48 c7 84 24 40 28 00 00 02 00 00 00 48 c7 84 24  | .$((......$*(...H..$@(......H..$ | 
| a4c0 |  48 28 00 00 00 00 00 00 66 c7 84 24 50 28 00 00    01 00 c6 84 24 52 28 00 00 01 48 89 84 24 58 28  | H(......f..$P(......$R(...H..$X( | 
| a4e0 |  00 00 48 8d 05 5f 59 09 00 48 89 84 24 60 28 00    00 48 8d 42 10 48 89 84 24 80 28 00 00 48 8d 05  | ..H.._Y..H..$`(..H.B.H..$.(..H.. | 
| a500 |  3f 59 09 00 48 89 84 24 88 28 00 00 48 89 84 24    b0 28 00 00 48 8d 42 20 48 89 84 24 d0 28 00 00  | ?Y..H..$.(..H..$.(..H.B.H..$.(.. | 
| a520 |  48 8d 05 17 59 09 00 48 89 84 24 d8 28 00 00 48    8d 42 28 48 89 84 24 f8 28 00 00 48 8d 05 1e 51  | H...Y..H..$.(..H.B(H..$.(..H...Q | 
| a540 |  09 00 48 89 84 24 00 29 00 00 48 89 84 24 28 29    00 00 48 8d 42 38 48 89 8c 24 a8 28 00 00 48 83  | ..H..$.)..H..$()..H.B8H..$.(..H. | 
| a560 |  c1 78 48 89 b4 24 20 29 00 00 48 83 c6 78 48 c7    84 24 68 28 00 00 09 00 00 00 48 c7 84 24 70 28  | .xH..$.)..H..xH..$h(......H..$p( | 
| a580 |  00 00 00 00 00 00 66 c7 84 24 78 28 00 00 00 01    c6 84 24 7a 28 00 00 01 48 c7 84 24 90 28 00 00  | ......f..$x(......$z(...H..$.(.. | 
| a5a0 |  05 00 00 00 48 c7 84 24 98 28 00 00 00 00 00 00    66 c7 84 24 a0 28 00 00 00 01 c6 84 24 a2 28 00  | ....H..$.(......f..$.(......$.(. | 
| a5c0 |  00 01 48 c7 84 24 b8 28 00 00 05 00 00 00 48 c7    84 24 c0 28 00 00 00 00 00 00 66 c7 84 24 c8 28  | ..H..$.(......H..$.(......f..$.( | 
| a5e0 |  00 00 01 00 c6 84 24 ca 28 00 00 01 48 c7 84 24    e0 28 00 00 05 00 00 00 48 c7 84 24 e8 28 00 00  | ......$.(...H..$.(......H..$.(.. | 
| a600 |  00 00 00 00 66 c7 84 24 f0 28 00 00 00 01 c6 84    24 f2 28 00 00 01 48 c7 84 24 08 29 00 00 12 00  | ....f..$.(......$.(...H..$.).... | 
| a620 |  00 00 48 c7 84 24 10 29 00 00 00 00 00 00 66 c7    84 24 18 29 00 00 00 01 c6 84 24 1a 29 00 00 01  | ..H..$.)......f..$.)......$.)... | 
| a640 |  48 c7 84 24 30 29 00 00 12 00 00 00 48 89 84 24    48 29 00 00 48 8d 05 45 00 08 00 48 89 84 24 50  | H..$0)......H..$H)..H..E...H..$P | 
| a660 |  29 00 00 48 8d 42 40 48 89 84 24 70 29 00 00 48    8d 05 d2 51 09 00 48 89 84 24 78 29 00 00 48 8d  | )..H.B@H..$p)..H...Q..H..$x)..H. | 
| a680 |  42 48 48 89 84 24 98 29 00 00 48 8d 05 ac 56 09    00 48 89 84 24 a0 29 00 00 48 89 84 24 c8 29 00  | BHH..$.)..H...V..H..$.)..H..$.). | 
| a6a0 |  00 48 8d 42 58 48 89 84 24 e8 29 00 00 48 8d 05    0c 4f 09 00 48 89 84 24 f0 29 00 00 48 8d 42 60  | .H.BXH..$.)..H...O..H..$.)..H.B` | 
| a6c0 |  48 89 bc 24 c0 29 00 00 48 83 c7 78 48 c7 84 24    38 29 00 00 00 00 00 00 66 c7 84 24 40 29 00 00  | H..$.)..H..xH..$8)......f..$@).. | 
| a6e0 |  01 00 c6 84 24 42 29 00 00 01 48 c7 84 24 58 29    00 00 80 0d 00 00 48 c7 84 24 60 29 00 00 00 00  | ....$B)...H..$X)......H..$`).... | 
| a700 |  00 00 66 c7 84 24 68 29 00 00 01 00 c6 84 24 6a    29 00 00 00 48 c7 84 24 80 29 00 00 0d 00 00 00  | ..f..$h)......$j)...H..$.)...... | 
| a720 |  48 c7 84 24 88 29 00 00 00 00 00 00 66 c7 84 24    90 29 00 00 00 01 c6 84 24 92 29 00 00 01 48 c7  | H..$.)......f..$.)......$.)...H. | 
| a740 |  84 24 a8 29 00 00 06 00 00 00 48 c7 84 24 b0 29    00 00 00 00 00 00 66 c7 84 24 b8 29 00 00 00 01  | .$.)......H..$.)......f..$.).... | 
| a760 |  c6 84 24 ba 29 00 00 01 48 c7 84 24 d0 29 00 00    06 00 00 00 48 c7 84 24 d8 29 00 00 00 00 00 00  | ..$.)...H..$.)......H..$.)...... | 
| a780 |  66 c7 84 24 e0 29 00 00 01 00 c6 84 24 e2 29 00    00 01 48 c7 84 24 f8 29 00 00 17 00 00 00 48 c7  | f..$.)......$.)...H..$.)......H. | 
| a7a0 |  84 24 00 2a 00 00 00 00 00 00 66 c7 84 24 08 2a    00 00 01 00 c6 84 24 0a 2a 00 00 00 48 89 84 24  | .$.*......f..$.*......$.*...H..$ | 
| a7c0 |  10 2a 00 00 48 8d 05 6e 56 09 00 48 89 84 24 18    2a 00 00 48 89 84 24 40 2a 00 00 48 8d 42 70 48  | .*..H..nV..H..$.*..H..$@*..H.BpH | 
| a7e0 |  83 c2 78 48 89 84 24 60 2a 00 00 48 8d 05 4e 4d    09 00 48 89 84 24 68 2a 00 00 48 89 84 24 90 2a  | ..xH..$`*..H..NM..H..$h*..H..$.* | 
| a800 |  00 00 48 8d 42 08 48 89 84 24 b0 2a 00 00 48 8d    05 6b f2 07 00 48 89 84 24 b8 2a 00 00 48 8d 42  | ..H.B.H..$.*..H..k...H..$.*..H.B | 
| a820 |  10 48 89 84 24 d8 2a 00 00 48 8d 05 08 50 09 00    48 89 9c 24 38 2a 00 00 48 81 c3 b8 00 00 00 48  | .H..$.*..H...P..H..$8*..H......H | 
| a840 |  89 94 24 88 2a 00 00 48 89 84 24 e0 2a 00 00 48    c7 84 24 20 2a 00 00 05 00 00 00 48 c7 84 24 28  | ..$.*..H..$.*..H..$.*......H..$( | 
| a860 |  2a 00 00 00 00 00 00 66 c7 84 24 30 2a 00 00 00    01 c6 84 24 32 2a 00 00 01 48 c7 84 24 48 2a 00  | *......f..$0*......$2*...H..$H*. | 
| a880 |  00 05 00 00 00 48 c7 84 24 50 2a 00 00 00 00 00    00 66 c7 84 24 58 2a 00 00 01 00 c6 84 24 5a 2a  | .....H..$P*......f..$X*......$Z* | 
| a8a0 |  00 00 01 48 c7 84 24 70 2a 00 00 15 00 00 00 48    c7 84 24 78 2a 00 00 00 00 00 00 66 c7 84 24 80  | ...H..$p*......H..$x*......f..$. | 
| a8c0 |  2a 00 00 00 01 c6 84 24 82 2a 00 00 01 48 c7 84    24 98 2a 00 00 15 00 00 00 48 c7 84 24 a0 2a 00  | *......$.*...H..$.*......H..$.*. | 
| a8e0 |  00 00 00 00 00 66 c7 84 24 a8 2a 00 00 01 00 c6    84 24 aa 2a 00 00 01 48 c7 84 24 c0 2a 00 00 01  | .....f..$.*......$.*...H..$.*... | 
| a900 |  0c 00 00 48 c7 84 24 c8 2a 00 00 00 00 00 00 66    c7 84 24 d0 2a 00 00 01 00 c6 84 24 d2 2a 00 00  | ...H..$.*......f..$.*......$.*.. | 
| a920 |  00 48 c7 84 24 e8 2a 00 00 0d 00 00 00 48 89 84    24 08 2b 00 00 48 8d 42 20 48 89 84 24 28 2b 00  | .H..$.*......H..$.+..H.B.H..$(+. | 
| a940 |  00 48 8d 05 b8 e3 07 00 48 89 84 24 30 2b 00 00    48 8d 42 28 48 89 84 24 50 2b 00 00 48 8d 05 15  | .H......H..$0+..H.B(H..$P+..H... | 
| a960 |  53 09 00 48 89 84 24 58 2b 00 00 48 89 84 24 80    2b 00 00 48 8d 42 38 48 89 84 24 a0 2b 00 00 48  | S..H..$X+..H..$.+..H.B8H..$.+..H | 
| a980 |  8d 05 9a d3 07 00 48 89 84 24 a8 2b 00 00 48 8d    42 40 48 89 8c 24 00 2b 00 00 48 81 c1 c0 00 00  | ......H..$.+..H.B@H..$.+..H..... | 
| a9a0 |  00 48 89 b4 24 78 2b 00 00 48 81 c6 c8 00 00 00    48 c7 84 24 f0 2a 00 00 00 00 00 00 66 c7 84 24  | .H..$x+..H......H..$.*......f..$ | 
| a9c0 |  f8 2a 00 00 00 01 c6 84 24 fa 2a 00 00 01 48 c7    84 24 10 2b 00 00 0d 00 00 00 48 c7 84 24 18 2b  | .*......$.*...H..$.+......H..$.+ | 
| a9e0 |  00 00 00 00 00 00 66 c7 84 24 20 2b 00 00 01 00    c6 84 24 22 2b 00 00 01 48 c7 84 24 38 2b 00 00  | ......f..$.+......$"+...H..$8+.. | 
| aa00 |  70 0d 00 00 48 c7 84 24 40 2b 00 00 00 00 00 00    66 c7 84 24 48 2b 00 00 01 00 c6 84 24 4a 2b 00  | p...H..$@+......f..$H+......$J+. | 
| aa20 |  00 00 48 c7 84 24 60 2b 00 00 07 00 00 00 48 c7    84 24 68 2b 00 00 00 00 00 00 66 c7 84 24 70 2b  | ..H..$`+......H..$h+......f..$p+ | 
| aa40 |  00 00 00 01 c6 84 24 72 2b 00 00 01 48 c7 84 24    88 2b 00 00 07 00 00 00 48 c7 84 24 90 2b 00 00  | ......$r+...H..$.+......H..$.+.. | 
| aa60 |  00 00 00 00 66 c7 84 24 98 2b 00 00 01 00 c6 84    24 9a 2b 00 00 01 48 c7 84 24 b0 2b 00 00 d2 0f  | ....f..$.+......$.+...H..$.+.... | 
| aa80 |  00 00 48 c7 84 24 b8 2b 00 00 00 00 00 00 66 c7    84 24 c0 2b 00 00 01 00 c6 84 24 c2 2b 00 00 00  | ..H..$.+......f..$.+......$.+... | 
| aaa0 |  48 89 84 24 c8 2b 00 00 48 8d 05 52 54 09 00 48    89 84 24 d0 2b 00 00 48 8d 42 48 48 89 84 24 f0  | H..$.+..H..RT..H..$.+..H.BHH..$. | 
| aac0 |  2b 00 00 48 8d 05 ce 50 09 00 48 89 84 24 f8 2b    00 00 48 89 84 24 20 2c 00 00 48 8d 42 58 48 89  | +..H...P..H..$.+..H..$.,..H.BXH. | 
| aae0 |  84 24 40 2c 00 00 48 8d 05 4a 52 09 00 48 89 84    24 48 2c 00 00 48 8d 42 60 48 89 84 24 68 2c 00  | .$@,..H..JR..H..$H,..H.B`H..$h,. | 
| ab00 |  00 48 8d 05 d8 d1 07 00 48 89 84 24 70 2c 00 00    48 8d 42 68 48 89 84 24 90 2c 00 00 48 8d 05 5d  | .H......H..$p,..H.BhH..$.,..H..] | 
| ab20 |  31 07 00 48 89 84 24 98 2c 00 00 48 8d 42 70 48    89 bc 24 18 2c 00 00 48 81 c7 d0 00 00 00 48 c7  | 1..H..$.,..H.BpH..$.,..H......H. | 
| ab40 |  84 24 d8 2b 00 00 03 00 00 00 48 c7 84 24 e0 2b    00 00 00 00 00 00 66 c7 84 24 e8 2b 00 00 00 01  | .$.+......H..$.+......f..$.+.... | 
| ab60 |  c6 84 24 ea 2b 00 00 01 48 c7 84 24 00 2c 00 00    08 00 00 00 48 c7 84 24 08 2c 00 00 00 00 00 00  | ..$.+...H..$.,......H..$.,...... | 
| ab80 |  66 c7 84 24 10 2c 00 00 00 01 c6 84 24 12 2c 00    00 01 48 c7 84 24 28 2c 00 00 08 00 00 00 48 c7  | f..$.,......$.,...H..$(,......H. | 
| aba0 |  84 24 30 2c 00 00 00 00 00 00 66 c7 84 24 38 2c    00 00 01 00 c6 84 24 3a 2c 00 00 01 48 c7 84 24  | .$0,......f..$8,......$:,...H..$ | 
| abc0 |  50 2c 00 00 06 00 00 00 48 c7 84 24 58 2c 00 00    00 00 00 00 66 c7 84 24 60 2c 00 00 00 01 c6 84  | P,......H..$X,......f..$`,...... | 
| abe0 |  24 62 2c 00 00 01 48 c7 84 24 78 2c 00 00 27 00    00 00 48 c7 84 24 80 2c 00 00 00 00 00 00 66 c7  | $b,...H..$x,..'...H..$.,......f. | 
| ac00 |  84 24 88 2c 00 00 01 00 c6 84 24 8a 2c 00 00 00    48 c7 84 24 a0 2c 00 00 22 00 00 00 48 89 84 24  | .$.,......$.,...H..$.,.."...H..$ | 
| ac20 |  b8 2c 00 00 48 8d 05 fd 4b 09 00 48 89 84 24 c0    2c 00 00 48 8d 42 78 48 89 84 24 e0 2c 00 00 48  | .,..H...K..H..$.,..H.BxH..$.,..H | 
| ac40 |  8d 05 3a 49 09 00 48 89 84 24 e8 2c 00 00 48 8d    82 80 00 00 00 48 89 84 24 08 2d 00 00 48 8d 05  | ..:I..H..$.,..H......H..$.-..H.. | 
| ac60 |  5c 48 09 00 48 89 84 24 10 2d 00 00 48 8d 82 88    00 00 00 48 89 84 24 30 2d 00 00 48 8d 05 ee 4f  | \H..H..$.-..H......H..$0-..H...O | 
| ac80 |  09 00 48 89 84 24 38 2d 00 00 48 8d 82 90 00 00    00 48 89 84 24 58 2d 00 00 48 8d 05 80 28 09 00  | ..H..$8-..H......H..$X-..H...(.. | 
| aca0 |  48 89 84 24 60 2d 00 00 48 8d 82 98 00 00 00 48    c7 84 24 a8 2c 00 00 00 00 00 00 66 c7 84 24 b0  | H..$`-..H......H..$.,......f..$. | 
| acc0 |  2c 00 00 01 00 c6 84 24 b2 2c 00 00 00 48 c7 84    24 c8 2c 00 00 0d 00 00 00 48 c7 84 24 d0 2c 00  | ,......$.,...H..$.,......H..$.,. | 
| ace0 |  00 00 00 00 00 66 c7 84 24 d8 2c 00 00 00 01 c6    84 24 da 2c 00 00 01 48 c7 84 24 f0 2c 00 00 14  | .....f..$.,......$.,...H..$.,... | 
| ad00 |  00 00 00 48 c7 84 24 f8 2c 00 00 00 00 00 00 66    c7 84 24 00 2d 00 00 00 01 c6 84 24 02 2d 00 00  | ...H..$.,......f..$.-......$.-.. | 
| ad20 |  01 48 c7 84 24 18 2d 00 00 18 00 00 00 48 c7 84    24 20 2d 00 00 00 00 00 00 66 c7 84 24 28 2d 00  | .H..$.-......H..$.-......f..$(-. | 
| ad40 |  00 00 01 c6 84 24 2a 2d 00 00 00 48 c7 84 24 40    2d 00 00 08 00 00 00 48 c7 84 24 48 2d 00 00 00  | .....$*-...H..$@-......H..$H-... | 
| ad60 |  00 00 00 66 c7 84 24 50 2d 00 00 00 01 c6 84 24    52 2d 00 00 01 48 c7 84 24 68 2d 00 00 c2 00 00  | ...f..$P-......$R-...H..$h-..... | 
| ad80 |  00 48 c7 84 24 70 2d 00 00 00 00 00 00 66 c7 84    24 78 2d 00 00 01 00 c6 84 24 7a 2d 00 00 00 48  | .H..$p-......f..$x-......$z-...H | 
| ada0 |  89 84 24 80 2d 00 00 48 8d 05 12 4d 09 00 48 89    84 24 88 2d 00 00 48 8d 82 a0 00 00 00 48 89 84  | ..$.-..H...M..H..$.-..H......H.. | 
| adc0 |  24 a8 2d 00 00 48 8d 05 4c 51 09 00 48 89 84 24    b0 2d 00 00 48 89 84 24 d8 2d 00 00 48 8d 82 b0  | $.-..H..LQ..H..$.-..H..$.-..H... | 
| ade0 |  00 00 00 48 89 84 24 f8 2d 00 00 48 8d 05 ae 46    09 00 48 89 84 24 00 2e 00 00 48 8d 82 b8 00 00  | ...H..$.-..H...F..H..$....H..... | 
| ae00 |  00 48 81 c2 c0 00 00 00 48 89 84 24 20 2e 00 00    48 8d 05 51 4e 09 00 48 89 84 24 28 2e 00 00 48  | .H......H..$....H..QN..H..$(...H | 
| ae20 |  89 84 24 50 2e 00 00 48 8d 42 08 48 89 9c 24 d0    2d 00 00 48 81 c3 b0 00 00 00 48 89 94 24 48 2e  | ..$P...H.B.H..$.-..H......H..$H. | 
| ae40 |  00 00 48 c7 84 24 90 2d 00 00 09 00 00 00 48 c7    84 24 98 2d 00 00 00 00 00 00 66 c7 84 24 a0 2d  | ..H..$.-......H..$.-......f..$.- | 
| ae60 |  00 00 00 01 c6 84 24 a2 2d 00 00 01 48 c7 84 24    b8 2d 00 00 02 00 00 00 48 c7 84 24 c0 2d 00 00  | ......$.-...H..$.-......H..$.-.. | 
| ae80 |  00 00 00 00 66 c7 84 24 c8 2d 00 00 00 01 c6 84    24 ca 2d 00 00 01 48 c7 84 24 e0 2d 00 00 02 00  | ....f..$.-......$.-...H..$.-.... | 
| aea0 |  00 00 48 c7 84 24 e8 2d 00 00 00 00 00 00 66 c7    84 24 f0 2d 00 00 01 00 c6 84 24 f2 2d 00 00 01  | ..H..$.-......f..$.-......$.-... | 
| aec0 |  48 c7 84 24 08 2e 00 00 1a 00 00 00 48 c7 84 24    10 2e 00 00 00 00 00 00 66 c7 84 24 18 2e 00 00  | H..$........H..$........f..$.... | 
| aee0 |  01 00 c6 84 24 1a 2e 00 00 00 48 c7 84 24 30 2e    00 00 07 00 00 00 48 c7 84 24 38 2e 00 00 00 00  | ....$.....H..$0.......H..$8..... | 
| af00 |  00 00 66 c7 84 24 40 2e 00 00 00 01 c6 84 24 42    2e 00 00 01 48 c7 84 24 58 2e 00 00 07 00 00 00  | ..f..$@.......$B....H..$X....... | 
| af20 |  48 89 84 24 70 2e 00 00 48 8d 05 b1 bd 07 00 48    89 84 24 78 2e 00 00 48 8d 42 10 48 89 84 24 98  | H..$p...H......H..$x...H.B.H..$. | 
| af40 |  2e 00 00 48 8d 05 1e 49 09 00 48 89 84 24 a0 2e    00 00 48 89 84 24 c8 2e 00 00 48 8d 42 20 48 89  | ...H...I..H..$....H..$....H.B.H. | 
| af60 |  84 24 e8 2e 00 00 48 8d 05 b3 20 09 00 48 89 84    24 f0 2e 00 00 48 8d 42 28 48 89 84 24 10 2f 00  | .$....H......H..$....H.B(H..$./. | 
| af80 |  00 48 8d 05 d8 4c 09 00 48 89 84 24 18 2f 00 00    48 8d 42 30 48 89 8c 24 c0 2e 00 00 48 81 c1 c8  | .H...L..H..$./..H.B0H..$....H... | 
| afa0 |  00 00 00 48 c7 84 24 60 2e 00 00 00 00 00 00 66    c7 84 24 68 2e 00 00 01 00 c6 84 24 6a 2e 00 00  | ...H..$`.......f..$h.......$j... | 
| afc0 |  01 48 c7 84 24 80 2e 00 00 f7 0f 00 00 48 c7 84    24 88 2e 00 00 00 00 00 00 66 c7 84 24 90 2e 00  | .H..$........H..$........f..$... | 
| afe0 |  00 01 00 c6 84 24 92 2e 00 00 00 48 c7 84 24 a8    2e 00 00 0c 00 00 00 48 c7 84 24 b0 2e 00 00 00  | .....$.....H..$........H..$..... | 
| b000 |  00 00 00 66 c7 84 24 b8 2e 00 00 00 01 c6 84 24    ba 2e 00 00 01 48 c7 84 24 d0 2e 00 00 0c 00 00  | ...f..$........$.....H..$....... | 
| b020 |  00 48 c7 84 24 d8 2e 00 00 00 00 00 00 66 c7 84    24 e0 2e 00 00 01 00 c6 84 24 e2 2e 00 00 01 48  | .H..$........f..$........$.....H | 
| b040 |  c7 84 24 f8 2e 00 00 f0 04 00 00 48 c7 84 24 00    2f 00 00 00 00 00 00 66 c7 84 24 08 2f 00 00 01  | ..$........H..$./......f..$./... | 
| b060 |  00 c6 84 24 0a 2f 00 00 00 48 c7 84 24 20 2f 00    00 08 00 00 00 48 c7 84 24 28 2f 00 00 00 00 00  | ...$./...H..$./......H..$(/..... | 
| b080 |  00 66 c7 84 24 30 2f 00 00 00 01 c6 84 24 32 2f    00 00 01 48 89 84 24 38 2f 00 00 48 8d 05 ee 4a  | .f..$0/......$2/...H..$8/..H...J | 
| b0a0 |  09 00 48 89 84 24 40 2f 00 00 48 89 84 24 68 2f    00 00 48 8d 42 40 48 89 84 24 88 2f 00 00 48 8d  | ..H..$@/..H..$h/..H.B@H..$./..H. | 
| b0c0 |  05 5b 15 09 00 48 89 84 24 90 2f 00 00 48 8d 42    48 48 89 84 24 b0 2f 00 00 48 8d 05 50 46 09 00  | .[...H..$./..H.BHH..$./..H..PF.. | 
| b0e0 |  48 89 84 24 b8 2f 00 00 48 8d 42 50 48 89 84 24    d8 2f 00 00 48 8d 05 cd 4d 09 00 48 89 84 24 e0  | H..$./..H.BPH..$./..H...M..H..$. | 
| b100 |  2f 00 00 48 8d 42 58 48 89 84 24 00 30 00 00 48    8d 05 1b 4c 09 00 48 89 b4 24 60 2f 00 00 48 81  | /..H.BXH..$.0..H...L..H..$`/..H. | 
| b120 |  c6 c0 00 00 00 48 89 84 24 08 30 00 00 48 c7 84    24 48 2f 00 00 08 00 00 00 48 c7 84 24 50 2f 00  | .....H..$.0..H..$H/......H..$P/. | 
| b140 |  00 00 00 00 00 66 c7 84 24 58 2f 00 00 00 01 c6    84 24 5a 2f 00 00 01 48 c7 84 24 70 2f 00 00 08  | .....f..$X/......$Z/...H..$p/... | 
| b160 |  00 00 00 48 c7 84 24 78 2f 00 00 00 00 00 00 66    c7 84 24 80 2f 00 00 01 00 c6 84 24 82 2f 00 00  | ...H..$x/......f..$./......$./.. | 
| b180 |  01 48 c7 84 24 98 2f 00 00 ff 09 00 00 48 c7 84    24 a0 2f 00 00 00 00 00 00 66 c7 84 24 a8 2f 00  | .H..$./......H..$./......f..$./. | 
| b1a0 |  00 01 00 c6 84 24 aa 2f 00 00 00 48 c7 84 24 c0    2f 00 00 11 00 00 00 48 c7 84 24 c8 2f 00 00 00  | .....$./...H..$./......H..$./... | 
| b1c0 |  00 00 00 66 c7 84 24 d0 2f 00 00 00 01 c6 84 24    d2 2f 00 00 01 48 c7 84 24 e8 2f 00 00 04 00 00  | ...f..$./......$./...H..$./..... | 
| b1e0 |  00 48 c7 84 24 f0 2f 00 00 00 00 00 00 66 c7 84    24 f8 2f 00 00 01 00 c6 84 24 fa 2f 00 00 01 48  | .H..$./......f..$./......$./...H | 
| b200 |  c7 84 24 10 30 00 00 06 00 00 00 48 89 84 24 30    30 00 00 48 8d 42 68 48 89 84 24 50 30 00 00 48  | ..$.0......H..$00..H.BhH..$P0..H | 
| b220 |  8d 05 ba ac 07 00 48 89 84 24 58 30 00 00 48 8d    42 70 48 89 84 24 78 30 00 00 48 8d 05 ff 29 07  | ......H..$X0..H.BpH..$x0..H...). | 
| b240 |  00 48 89 84 24 80 30 00 00 48 8d 42 78 48 89 84    24 a0 30 00 00 48 8d 05 04 42 09 00 48 89 84 24  | .H..$.0..H.BxH..$.0..H...B..H..$ | 
| b260 |  a8 30 00 00 48 8d 82 80 00 00 00 48 89 84 24 c8    30 00 00 48 8d 05 f6 3e 09 00 48 89 84 24 d0 30  | .0..H......H..$.0..H...>..H..$.0 | 
| b280 |  00 00 48 8d 82 88 00 00 00 48 89 bc 24 28 30 00    00 48 81 c7 b0 00 00 00 48 c7 84 24 18 30 00 00  | ..H......H..$(0..H......H..$.0.. | 
| b2a0 |  00 00 00 00 66 c7 84 24 20 30 00 00 00 01 c6 84    24 22 30 00 00 01 48 c7 84 24 38 30 00 00 06 00  | ....f..$.0......$"0...H..$80.... | 
| b2c0 |  00 00 48 c7 84 24 40 30 00 00 00 00 00 00 66 c7    84 24 48 30 00 00 01 00 c6 84 24 4a 30 00 00 01  | ..H..$@0......f..$H0......$J0... | 
| b2e0 |  48 c7 84 24 60 30 00 00 f0 0d 00 00 48 c7 84 24    68 30 00 00 00 00 00 00 66 c7 84 24 70 30 00 00  | H..$`0......H..$h0......f..$p0.. | 
| b300 |  01 00 c6 84 24 72 30 00 00 00 48 c7 84 24 88 30    00 00 23 00 00 00 48 c7 84 24 90 30 00 00 00 00  | ....$r0...H..$.0..#...H..$.0.... | 
| b320 |  00 00 66 c7 84 24 98 30 00 00 01 00 c6 84 24 9a    30 00 00 00 48 c7 84 24 b0 30 00 00 1a 00 00 00  | ..f..$.0......$.0...H..$.0...... | 
| b340 |  48 c7 84 24 b8 30 00 00 00 00 00 00 66 c7 84 24    c0 30 00 00 01 00 c6 84 24 c2 30 00 00 00 48 c7  | H..$.0......f..$.0......$.0...H. | 
| b360 |  84 24 d8 30 00 00 1e 00 00 00 48 c7 84 24 e0 30    00 00 00 00 00 00 66 c7 84 24 e8 30 00 00 01 00  | .$.0......H..$.0......f..$.0.... | 
| b380 |  c6 84 24 ea 30 00 00 00 48 89 84 24 f0 30 00 00    48 8d 05 9d 4a 09 00 48 89 84 24 f8 30 00 00 48  | ..$.0...H..$.0..H...J..H..$.0..H | 
| b3a0 |  8d 82 90 00 00 00 48 89 84 24 18 31 00 00 48 8d    05 76 49 09 00 48 89 84 24 20 31 00 00 48 89 84  | ......H..$.1..H..vI..H..$.1..H.. | 
| b3c0 |  24 48 31 00 00 48 8d 82 a0 00 00 00 48 89 84 24    68 31 00 00 48 8d 05 85 3e 09 00 48 89 84 24 70  | $H1..H......H..$h1..H...>..H..$p | 
| b3e0 |  31 00 00 48 8d 82 a8 00 00 00 48 89 84 24 90 31    00 00 48 8d 05 0f 45 09 00 48 89 84 24 98 31 00  | 1..H......H..$.1..H...E..H..$.1. | 
| b400 |  00 48 8d 82 b0 00 00 00 48 89 84 24 b8 31 00 00    48 8d 05 0e 49 09 00 48 89 84 24 c0 31 00 00 48  | .H......H..$.1..H...I..H..$.1..H | 
| b420 |  8d 82 b8 00 00 00 48 81 c2 c0 00 00 00 48 89 9c    24 40 31 00 00 48 81 c3 88 00 00 00 48 c7 84 24  | ......H......H..$@1..H......H..$ | 
| b440 |  00 31 00 00 05 00 00 00 48 c7 84 24 08 31 00 00    00 00 00 00 66 c7 84 24 10 31 00 00 00 01 c6 84  | .1......H..$.1......f..$.1...... | 
| b460 |  24 12 31 00 00 01 48 c7 84 24 28 31 00 00 06 00    00 00 48 c7 84 24 30 31 00 00 00 00 00 00 66 c7  | $.1...H..$(1......H..$01......f. | 
| b480 |  84 24 38 31 00 00 00 01 c6 84 24 3a 31 00 00 01    48 c7 84 24 50 31 00 00 06 00 00 00 48 c7 84 24  | .$81......$:1...H..$P1......H..$ | 
| b4a0 |  58 31 00 00 00 00 00 00 66 c7 84 24 60 31 00 00    01 00 c6 84 24 62 31 00 00 01 48 c7 84 24 78 31  | X1......f..$`1......$b1...H..$x1 | 
| b4c0 |  00 00 1d 00 00 00 48 c7 84 24 80 31 00 00 00 00    00 00 66 c7 84 24 88 31 00 00 01 00 c6 84 24 8a  | ......H..$.1......f..$.1......$. | 
| b4e0 |  31 00 00 00 48 c7 84 24 a0 31 00 00 0f 00 00 00    48 c7 84 24 a8 31 00 00 00 00 00 00 66 c7 84 24  | 1...H..$.1......H..$.1......f..$ | 
| b500 |  b0 31 00 00 00 01 c6 84 24 b2 31 00 00 01 48 c7    84 24 c8 31 00 00 06 00 00 00 48 89 84 24 e0 31  | .1......$.1...H..$.1......H..$.1 | 
| b520 |  00 00 48 8d 05 06 49 09 00 48 89 84 24 e8 31 00    00 48 89 84 24 10 32 00 00 48 8d 42 08 48 89 84  | ..H...I..H..$.1..H..$.2..H.B.H.. | 
| b540 |  24 30 32 00 00 48 8d 05 0e 47 09 00 48 89 84 24    38 32 00 00 48 8d 42 10 48 89 84 24 58 32 00 00  | $02..H...G..H..$82..H.B.H..$X2.. | 
| b560 |  48 8d 05 39 0c 09 00 48 89 84 24 60 32 00 00 48    8d 42 18 48 89 84 24 80 32 00 00 48 8d 05 06 46  | H..9...H..$`2..H.B.H..$.2..H...F | 
| b580 |  09 00 48 89 94 24 08 32 00 00 48 89 84 24 88 32    00 00 48 c7 84 24 d0 31 00 00 00 00 00 00 66 c7  | ..H..$.2..H..$.2..H..$.1......f. | 
| b5a0 |  84 24 d8 31 00 00 01 00 c6 84 24 da 31 00 00 01    48 c7 84 24 f0 31 00 00 05 00 00 00 48 c7 84 24  | .$.1......$.1...H..$.1......H..$ | 
| b5c0 |  f8 31 00 00 00 00 00 00 66 c7 84 24 00 32 00 00    00 01 c6 84 24 02 32 00 00 01 48 c7 84 24 18 32  | .1......f..$.2......$.2...H..$.2 | 
| b5e0 |  00 00 05 00 00 00 48 c7 84 24 20 32 00 00 00 00    00 00 66 c7 84 24 28 32 00 00 01 00 c6 84 24 2a  | ......H..$.2......f..$(2......$* | 
| b600 |  32 00 00 01 48 c7 84 24 40 32 00 00 06 00 00 00    48 c7 84 24 48 32 00 00 00 00 00 00 66 c7 84 24  | 2...H..$@2......H..$H2......f..$ | 
| b620 |  50 32 00 00 00 01 c6 84 24 52 32 00 00 01 48 c7    84 24 68 32 00 00 71 04 00 00 48 c7 84 24 70 32  | P2......$R2...H..$h2..q...H..$p2 | 
| b640 |  00 00 00 00 00 00 66 c7 84 24 78 32 00 00 01 00    c6 84 24 7a 32 00 00 00 48 c7 84 24 90 32 00 00  | ......f..$x2......$z2...H..$.2.. | 
| b660 |  08 00 00 00 48 c7 84 24 98 32 00 00 00 00 00 00    66 c7 84 24 a0 32 00 00 00 01 c6 84 24 a2 32 00  | ....H..$.2......f..$.2......$.2. | 
| b680 |  00 01 48 89 84 24 b0 32 00 00 48 8d 42 28 48 89    84 24 d0 32 00 00 48 8d 05 c3 9c 07 00 48 89 84  | ..H..$.2..H.B(H..$.2..H......H.. | 
| b6a0 |  24 d8 32 00 00 48 8d 42 30 48 89 84 24 f8 32 00    00 48 8d 05 67 46 09 00 48 89 84 24 00 33 00 00  | $.2..H.B0H..$.2..H..gF..H..$.3.. | 
| b6c0 |  48 89 84 24 28 33 00 00 48 8d 42 40 48 89 84 24    48 33 00 00 48 8d 05 85 01 09 00 48 89 84 24 50  | H..$(3..H.B@H..$H3..H......H..$P | 
| b6e0 |  33 00 00 48 8d 42 48 48 89 84 24 70 33 00 00 48    8d 05 5d 45 09 00 48 89 8c 24 a8 32 00 00 48 83  | 3..H.BHH..$p3..H..]E..H..$.2..H. | 
| b700 |  c1 78 48 89 b4 24 20 33 00 00 48 83 ee 80 48 89    84 24 78 33 00 00 48 c7 84 24 b8 32 00 00 08 00  | .xH..$.3..H...H..$x3..H..$.2.... | 
| b720 |  00 00 48 c7 84 24 c0 32 00 00 00 00 00 00 66 c7    84 24 c8 32 00 00 01 00 c6 84 24 ca 32 00 00 01  | ..H..$.2......f..$.2......$.2... | 
| b740 |  48 c7 84 24 e0 32 00 00 76 0b 00 00 48 c7 84 24    e8 32 00 00 00 00 00 00 66 c7 84 24 f0 32 00 00  | H..$.2..v...H..$.2......f..$.2.. | 
| b760 |  01 00 c6 84 24 f2 32 00 00 00 48 c7 84 24 08 33    00 00 06 00 00 00 48 c7 84 24 10 33 00 00 00 00  | ....$.2...H..$.3......H..$.3.... | 
| b780 |  00 00 66 c7 84 24 18 33 00 00 00 01 c6 84 24 1a    33 00 00 01 48 c7 84 24 30 33 00 00 06 00 00 00  | ..f..$.3......$.3...H..$03...... | 
| b7a0 |  48 c7 84 24 38 33 00 00 00 00 00 00 66 c7 84 24    40 33 00 00 01 00 c6 84 24 42 33 00 00 01 48 c7  | H..$83......f..$@3......$B3...H. | 
| b7c0 |  84 24 58 33 00 00 28 09 00 00 48 c7 84 24 60 33    00 00 00 00 00 00 66 c7 84 24 68 33 00 00 01 00  | .$X3..(...H..$`3......f..$h3.... | 
| b7e0 |  c6 84 24 6a 33 00 00 00 48 c7 84 24 80 33 00 00    07 00 00 00 48 89 84 24 a0 33 00 00 48 8d 42 58  | ..$j3...H..$.3......H..$.3..H.BX | 
| b800 |  48 89 84 24 c0 33 00 00 48 8d 05 11 3f 09 00 48    89 84 24 c8 33 00 00 48 89 84 24 f0 33 00 00 48  | H..$.3..H...?..H..$.3..H..$.3..H | 
| b820 |  8d 42 68 48 89 84 24 10 34 00 00 48 8d 05 0e 90    07 00 48 89 84 24 18 34 00 00 48 8d 42 70 48 83  | .BhH..$.4..H......H..$.4..H.BpH. | 
| b840 |  c2 78 48 89 84 24 38 34 00 00 48 8d 05 5f 3f 09    00 48 89 bc 24 98 33 00 00 48 81 c7 b0 00 00 00  | .xH..$84..H.._?..H..$.3..H...... | 
| b860 |  48 89 9c 24 e8 33 00 00 48 81 c3 b8 00 00 00 48    89 84 24 40 34 00 00 48 c7 84 24 88 33 00 00 00  | H..$.3..H......H..$@4..H..$.3... | 
| b880 |  00 00 00 66 c7 84 24 90 33 00 00 00 01 c6 84 24    92 33 00 00 01 48 c7 84 24 a8 33 00 00 07 00 00  | ...f..$.3......$.3...H..$.3..... | 
| b8a0 |  00 48 c7 84 24 b0 33 00 00 00 00 00 00 66 c7 84    24 b8 33 00 00 01 00 c6 84 24 ba 33 00 00 01 48  | .H..$.3......f..$.3......$.3...H | 
| b8c0 |  c7 84 24 d0 33 00 00 10 00 00 00 48 c7 84 24 d8    33 00 00 00 00 00 00 66 c7 84 24 e0 33 00 00 00  | ..$.3......H..$.3......f..$.3... | 
| b8e0 |  01 c6 84 24 e2 33 00 00 01 48 c7 84 24 f8 33 00    00 10 00 00 00 48 c7 84 24 00 34 00 00 00 00 00  | ...$.3...H..$.3......H..$.4..... | 
| b900 |  00 66 c7 84 24 08 34 00 00 01 00 c6 84 24 0a 34    00 00 01 48 c7 84 24 20 34 00 00 13 0b 00 00 48  | .f..$.4......$.4...H..$.4......H | 
| b920 |  c7 84 24 28 34 00 00 00 00 00 00 66 c7 84 24 30    34 00 00 01 00 c6 84 24 32 34 00 00 00 48 c7 84  | ..$(4......f..$04......$24...H.. | 
| b940 |  24 48 34 00 00 0e 00 00 00 48 c7 84 24 50 34 00    00 00 00 00 00 66 c7 84 24 58 34 00 00 00 01 c6  | $H4......H..$P4......f..$X4..... | 
| b960 |  84 24 5a 34 00 00 01 48 89 84 24 68 34 00 00 48    8d 42 08 48 89 84 24 88 34 00 00 48 8d 05 1e f8  | .$Z4...H..$h4..H.B.H..$.4..H.... | 
| b980 |  08 00 48 89 84 24 90 34 00 00 48 8d 42 10 48 89    84 24 b0 34 00 00 48 8d 05 03 3d 09 00 48 89 84  | ..H..$.4..H.B.H..$.4..H...=..H.. | 
| b9a0 |  24 b8 34 00 00 48 8d 42 18 48 89 84 24 d8 34 00    00 48 8d 05 72 44 09 00 48 89 84 24 e0 34 00 00  | $.4..H.B.H..$.4..H..rD..H..$.4.. | 
| b9c0 |  48 89 84 24 08 35 00 00 48 8d 42 28 48 89 84 24    28 35 00 00 48 8d 05 3e 43 09 00 48 89 84 24 30  | H..$.5..H.B(H..$(5..H..>C..H..$0 | 
| b9e0 |  35 00 00 48 8d 42 30 48 89 94 24 60 34 00 00 48    89 8c 24 00 35 00 00 48 81 c1 a8 00 00 00 48 c7  | 5..H.B0H..$`4..H..$.5..H......H. | 
| ba00 |  84 24 70 34 00 00 0e 00 00 00 48 c7 84 24 78 34    00 00 00 00 00 00 66 c7 84 24 80 34 00 00 01 00  | .$p4......H..$x4......f..$.4.... | 
| ba20 |  c6 84 24 82 34 00 00 01 48 c7 84 24 98 34 00 00    b4 06 00 00 48 c7 84 24 a0 34 00 00 00 00 00 00  | ..$.4...H..$.4......H..$.4...... | 
| ba40 |  66 c7 84 24 a8 34 00 00 01 00 c6 84 24 aa 34 00    00 00 48 c7 84 24 c0 34 00 00 13 00 00 00 48 c7  | f..$.4......$.4...H..$.4......H. | 
| ba60 |  84 24 c8 34 00 00 00 00 00 00 66 c7 84 24 d0 34    00 00 00 01 c6 84 24 d2 34 00 00 01 48 c7 84 24  | .$.4......f..$.4......$.4...H..$ | 
| ba80 |  e8 34 00 00 05 00 00 00 48 c7 84 24 f0 34 00 00    00 00 00 00 66 c7 84 24 f8 34 00 00 00 01 c6 84  | .4......H..$.4......f..$.4...... | 
| baa0 |  24 fa 34 00 00 01 48 c7 84 24 10 35 00 00 05 00    00 00 48 c7 84 24 18 35 00 00 00 00 00 00 66 c7  | $.4...H..$.5......H..$.5......f. | 
| bac0 |  84 24 20 35 00 00 01 00 c6 84 24 22 35 00 00 01    48 c7 84 24 38 35 00 00 06 00 00 00 48 89 84 24  | .$.5......$"5...H..$85......H..$ | 
| bae0 |  50 35 00 00 48 8d 05 28 42 09 00 48 89 84 24 58    35 00 00 48 8d 42 38 48 89 84 24 78 35 00 00 48  | P5..H..(B..H..$X5..H.B8H..$x5..H | 
| bb00 |  8d 05 aa 3f 09 00 48 89 84 24 80 35 00 00 48 89    84 24 a8 35 00 00 48 8d 42 48 48 89 84 24 c8 35  | ...?..H..$.5..H..$.5..H.BHH..$.5 | 
| bb20 |  00 00 48 8d 05 f7 82 07 00 48 89 84 24 d0 35 00    00 48 8d 42 50 48 89 84 24 f0 35 00 00 48 8d 05  | ..H......H..$.5..H.BPH..$.5..H.. | 
| bb40 |  04 41 09 00 48 89 84 24 f8 35 00 00 48 8d 42 58    48 89 b4 24 a0 35 00 00 48 81 c6 a0 00 00 00 48  | .A..H..$.5..H.BXH..$.5..H......H | 
| bb60 |  c7 84 24 40 35 00 00 00 00 00 00 66 c7 84 24 48    35 00 00 00 01 c6 84 24 4a 35 00 00 01 48 c7 84  | ..$@5......f..$H5......$J5...H.. | 
| bb80 |  24 60 35 00 00 06 00 00 00 48 c7 84 24 68 35 00    00 00 00 00 00 66 c7 84 24 70 35 00 00 00 01 c6  | $`5......H..$h5......f..$p5..... | 
| bba0 |  84 24 72 35 00 00 01 48 c7 84 24 88 35 00 00 09    00 00 00 48 c7 84 24 90 35 00 00 00 00 00 00 66  | .$r5...H..$.5......H..$.5......f | 
| bbc0 |  c7 84 24 98 35 00 00 00 01 c6 84 24 9a 35 00 00    01 48 c7 84 24 b0 35 00 00 09 00 00 00 48 c7 84  | ..$.5......$.5...H..$.5......H.. | 
| bbe0 |  24 b8 35 00 00 00 00 00 00 66 c7 84 24 c0 35 00    00 01 00 c6 84 24 c2 35 00 00 01 48 c7 84 24 d8  | $.5......f..$.5......$.5...H..$. | 
| bc00 |  35 00 00 20 0a 00 00 48 c7 84 24 e0 35 00 00 00    00 00 00 66 c7 84 24 e8 35 00 00 01 00 c6 84 24  | 5......H..$.5......f..$.5......$ | 
| bc20 |  ea 35 00 00 00 48 c7 84 24 00 36 00 00 0b 00 00    00 48 c7 84 24 08 36 00 00 00 00 00 00 66 c7 84  | .5...H..$.6......H..$.6......f.. | 
| bc40 |  24 10 36 00 00 00 01 c6 84 24 12 36 00 00 01 48    89 84 24 18 36 00 00 48 8d 05 4b 3e 09 00 48 89  | $.6......$.6...H..$.6..H..K>..H. | 
| bc60 |  84 24 20 36 00 00 48 8d 42 60 48 89 84 24 40 36    00 00 48 8d 05 07 3f 09 00 48 89 84 24 48 36 00  | .$.6..H.B`H..$@6..H...?..H..$H6. | 
| bc80 |  00 48 8d 42 68 48 89 84 24 68 36 00 00 48 8d 05    e4 3e 09 00 48 89 84 24 70 36 00 00 48 8d 42 70  | .H.BhH..$h6..H...>..H..$p6..H.Bp | 
| bca0 |  48 89 84 24 90 36 00 00 48 8d 05 69 3b 09 00 48    89 84 24 98 36 00 00 48 8d 42 78 48 89 84 24 b8  | H..$.6..H..i;..H..$.6..H.BxH..$. | 
| bcc0 |  36 00 00 48 8d 05 d6 3d 09 00 48 89 84 24 c0 36    00 00 48 8d 82 80 00 00 00 48 89 84 24 e0 36 00  | 6..H...=..H..$.6..H......H..$.6. | 
| bce0 |  00 48 8d 05 25 40 09 00 48 89 84 24 e8 36 00 00    48 c7 84 24 28 36 00 00 07 00 00 00 48 c7 84 24  | .H..%@..H..$.6..H..$(6......H..$ | 
| bd00 |  30 36 00 00 00 00 00 00 66 c7 84 24 38 36 00 00    00 01 c6 84 24 3a 36 00 00 01 48 c7 84 24 50 36  | 06......f..$86......$:6...H..$P6 | 
| bd20 |  00 00 08 00 00 00 48 c7 84 24 58 36 00 00 00 00    00 00 66 c7 84 24 60 36 00 00 00 01 c6 84 24 62  | ......H..$X6......f..$`6......$b | 
| bd40 |  36 00 00 01 48 c7 84 24 78 36 00 00 08 00 00 00    48 c7 84 24 80 36 00 00 00 00 00 00 66 c7 84 24  | 6...H..$x6......H..$.6......f..$ | 
| bd60 |  88 36 00 00 00 01 c6 84 24 8a 36 00 00 01 48 c7    84 24 a0 36 00 00 0d 00 00 00 48 c7 84 24 a8 36  | .6......$.6...H..$.6......H..$.6 | 
| bd80 |  00 00 00 00 00 00 66 c7 84 24 b0 36 00 00 00 01    c6 84 24 b2 36 00 00 01 48 c7 84 24 c8 36 00 00  | ......f..$.6......$.6...H..$.6.. | 
| bda0 |  09 00 00 00 48 c7 84 24 d0 36 00 00 00 00 00 00    66 c7 84 24 d8 36 00 00 00 01 c6 84 24 da 36 00  | ....H..$.6......f..$.6......$.6. | 
| bdc0 |  00 01 48 c7 84 24 f0 36 00 00 06 00 00 00 48 89    84 24 10 37 00 00 48 8d 82 90 00 00 00 48 89 84  | ..H..$.6......H..$.7..H......H.. | 
| bde0 |  24 30 37 00 00 48 8d 05 39 40 09 00 48 89 84 24    38 37 00 00 48 8d 82 98 00 00 00 48 89 84 24 58  | $07..H..9@..H..$87..H......H..$X | 
| be00 |  37 00 00 48 8d 05 32 3e 09 00 48 89 84 24 60 37    00 00 48 89 84 24 88 37 00 00 48 8d 82 a8 00 00  | 7..H..2>..H..$`7..H..$.7..H..... | 
| be20 |  00 48 81 c2 b0 00 00 00 48 89 84 24 a8 37 00 00    48 8d 05 d0 3e 09 00 48 89 bc 24 08 37 00 00 48  | .H......H..$.7..H...>..H..$.7..H | 
| be40 |  83 c7 68 48 89 9c 24 80 37 00 00 48 83 c3 68 48    89 84 24 b0 37 00 00 48 c7 84 24 f8 36 00 00 00  | ..hH..$.7..H..hH..$.7..H..$.6... | 
| be60 |  00 00 00 66 c7 84 24 00 37 00 00 00 01 c6 84 24    02 37 00 00 01 48 c7 84 24 18 37 00 00 06 00 00  | ...f..$.7......$.7...H..$.7..... | 
| be80 |  00 48 c7 84 24 20 37 00 00 00 00 00 00 66 c7 84    24 28 37 00 00 01 00 c6 84 24 2a 37 00 00 01 48  | .H..$.7......f..$(7......$*7...H | 
| bea0 |  c7 84 24 40 37 00 00 05 00 00 00 48 c7 84 24 48    37 00 00 00 00 00 00 66 c7 84 24 50 37 00 00 00  | ..$@7......H..$H7......f..$P7... | 
| bec0 |  01 c6 84 24 52 37 00 00 01 48 c7 84 24 68 37 00    00 07 00 00 00 48 c7 84 24 70 37 00 00 00 00 00  | ...$R7...H..$h7......H..$p7..... | 
| bee0 |  00 66 c7 84 24 78 37 00 00 00 01 c6 84 24 7a 37    00 00 01 48 c7 84 24 90 37 00 00 07 00 00 00 48  | .f..$x7......$z7...H..$.7......H | 
| bf00 |  c7 84 24 98 37 00 00 00 00 00 00 66 c7 84 24 a0    37 00 00 01 00 c6 84 24 a2 37 00 00 01 48 c7 84  | ..$.7......f..$.7......$.7...H.. | 
| bf20 |  24 b8 37 00 00 06 00 00 00 48 c7 84 24 c0 37 00    00 00 00 00 00 66 c7 84 24 c8 37 00 00 00 01 c6  | $.7......H..$.7......f..$.7..... | 
| bf40 |  84 24 ca 37 00 00 01 48 89 84 24 d8 37 00 00 48    8d 42 08 48 89 84 24 f8 37 00 00 48 8d 05 a6 38  | .$.7...H..$.7..H.B.H..$.7..H...8 | 
| bf60 |  09 00 48 89 84 24 00 38 00 00 48 8d 42 10 48 89    84 24 20 38 00 00 48 8d 05 a3 3e 09 00 48 89 84  | ..H..$.8..H.B.H..$.8..H...>..H.. | 
| bf80 |  24 28 38 00 00 48 89 84 24 50 38 00 00 48 8d 42    20 48 89 84 24 70 38 00 00 48 8d 05 80 ef 08 00  | $(8..H..$P8..H.B.H..$p8..H...... | 
| bfa0 |  48 89 84 24 78 38 00 00 48 8d 42 28 48 89 84 24    98 38 00 00 48 8d 05 85 36 09 00 48 89 94 24 d0  | H..$x8..H.B(H..$.8..H...6..H..$. | 
| bfc0 |  37 00 00 48 89 8c 24 48 38 00 00 48 83 c1 70 48    89 84 24 a0 38 00 00 48 c7 84 24 e0 37 00 00 06  | 7..H..$H8..H..pH..$.8..H..$.7... | 
| bfe0 |  00 00 00 48 c7 84 24 e8 37 00 00 00 00 00 00 66    c7 84 24 f0 37 00 00 01 00 c6 84 24 f2 37 00 00  | ...H..$.7......f..$.7......$.7.. | 
| c000 |  01 48 c7 84 24 08 38 00 00 0d 00 00 00 48 c7 84    24 10 38 00 00 00 00 00 00 66 c7 84 24 18 38 00  | .H..$.8......H..$.8......f..$.8. | 
| c020 |  00 00 01 c6 84 24 1a 38 00 00 01 48 c7 84 24 30    38 00 00 05 00 00 00 48 c7 84 24 38 38 00 00 00  | .....$.8...H..$08......H..$88... | 
| c040 |  00 00 00 66 c7 84 24 40 38 00 00 00 01 c6 84 24    42 38 00 00 01 48 c7 84 24 58 38 00 00 05 00 00  | ...f..$@8......$B8...H..$X8..... | 
| c060 |  00 48 c7 84 24 60 38 00 00 00 00 00 00 66 c7 84    24 68 38 00 00 01 00 c6 84 24 6a 38 00 00 01 48  | .H..$`8......f..$h8......$j8...H | 
| c080 |  c7 84 24 80 38 00 00 77 02 00 00 48 c7 84 24 88    38 00 00 00 00 00 00 66 c7 84 24 90 38 00 00 01  | ..$.8..w...H..$.8......f..$.8... | 
| c0a0 |  00 c6 84 24 92 38 00 00 00 48 c7 84 24 a8 38 00    00 12 00 00 00 48 89 84 24 c8 38 00 00 48 8d 42  | ...$.8...H..$.8......H..$.8..H.B | 
| c0c0 |  38 48 89 84 24 e8 38 00 00 48 8d 05 e8 38 09 00    48 89 84 24 f0 38 00 00 48 89 84 24 18 39 00 00  | 8H..$.8..H...8..H..$.8..H..$.9.. | 
| c0e0 |  48 8d 42 48 48 89 84 24 38 39 00 00 48 8d 05 ed    7c 07 00 48 89 84 24 40 39 00 00 48 8d 42 50 48  | H.BHH..$89..H...|..H..$@9..H.BPH | 
| c100 |  89 84 24 60 39 00 00 48 8d 05 f3 3b 09 00 48 89    b4 24 c0 38 00 00 48 81 c6 98 00 00 00 48 89 bc  | ..$`9..H...;..H..$.8..H......H.. | 
| c120 |  24 10 39 00 00 48 81 c7 a0 00 00 00 48 89 84 24    68 39 00 00 48 c7 84 24 b0 38 00 00 00 00 00 00  | $.9..H......H..$h9..H..$.8...... | 
| c140 |  66 c7 84 24 b8 38 00 00 00 01 c6 84 24 ba 38 00    00 01 48 c7 84 24 d0 38 00 00 12 00 00 00 48 c7  | f..$.8......$.8...H..$.8......H. | 
| c160 |  84 24 d8 38 00 00 00 00 00 00 66 c7 84 24 e0 38    00 00 01 00 c6 84 24 e2 38 00 00 01 48 c7 84 24  | .$.8......f..$.8......$.8...H..$ | 
| c180 |  f8 38 00 00 0a 00 00 00 48 c7 84 24 00 39 00 00    00 00 00 00 66 c7 84 24 08 39 00 00 00 01 c6 84  | .8......H..$.9......f..$.9...... | 
| c1a0 |  24 0a 39 00 00 01 48 c7 84 24 20 39 00 00 0a 00    00 00 48 c7 84 24 28 39 00 00 00 00 00 00 66 c7  | $.9...H..$.9......H..$(9......f. | 
| c1c0 |  84 24 30 39 00 00 01 00 c6 84 24 32 39 00 00 01    48 c7 84 24 48 39 00 00 40 00 00 00 48 c7 84 24  | .$09......$29...H..$H9..@...H..$ | 
| c1e0 |  50 39 00 00 00 00 00 00 66 c7 84 24 58 39 00 00    01 00 c6 84 24 5a 39 00 00 00 48 c7 84 24 70 39  | P9......f..$X9......$Z9...H..$p9 | 
| c200 |  00 00 06 00 00 00 48 c7 84 24 78 39 00 00 00 00    00 00 66 c7 84 24 80 39 00 00 00 01 c6 84 24 82  | ......H..$x9......f..$.9......$. | 
| c220 |  39 00 00 01 48 89 84 24 90 39 00 00 48 8d 42 60    48 83 c2 68 48 89 84 24 b0 39 00 00 48 8d 05 2d  | 9...H..$.9..H.B`H..hH..$.9..H..- | 
| c240 |  39 09 00 48 89 84 24 b8 39 00 00 48 89 84 24 e0    39 00 00 48 8d 42 08 48 89 84 24 00 3a 00 00 48  | 9..H..$.9..H..$.9..H.B.H..$.:..H | 
| c260 |  8d 05 fa e7 08 00 48 89 84 24 08 3a 00 00 48 8d    42 10 48 89 84 24 28 3a 00 00 48 8d 05 9a 3b 09  | ......H..$.:..H.B.H..$(:..H...;. | 
| c280 |  00 48 89 84 24 30 3a 00 00 48 8d 42 18 48 89 84    24 50 3a 00 00 48 8d 05 5f 3a 09 00 48 89 9c 24  | .H..$0:..H.B.H..$P:..H.._:..H..$ | 
| c2a0 |  88 39 00 00 48 81 c3 a0 00 00 00 48 89 94 24 d8    39 00 00 48 89 84 24 58 3a 00 00 48 c7 84 24 98  | .9..H......H..$.9..H..$X:..H..$. | 
| c2c0 |  39 00 00 06 00 00 00 48 c7 84 24 a0 39 00 00 00    00 00 00 66 c7 84 24 a8 39 00 00 01 00 c6 84 24  | 9......H..$.9......f..$.9......$ | 
| c2e0 |  aa 39 00 00 01 48 c7 84 24 c0 39 00 00 08 00 00    00 48 c7 84 24 c8 39 00 00 00 00 00 00 66 c7 84  | .9...H..$.9......H..$.9......f.. | 
| c300 |  24 d0 39 00 00 00 01 c6 84 24 d2 39 00 00 01 48    c7 84 24 e8 39 00 00 08 00 00 00 48 c7 84 24 f0  | $.9......$.9...H..$.9......H..$. | 
| c320 |  39 00 00 00 00 00 00 66 c7 84 24 f8 39 00 00 01    00 c6 84 24 fa 39 00 00 01 48 c7 84 24 10 3a 00  | 9......f..$.9......$.9...H..$.:. | 
| c340 |  00 b0 04 00 00 48 c7 84 24 18 3a 00 00 00 00 00    00 66 c7 84 24 20 3a 00 00 01 00 c6 84 24 22 3a  | .....H..$.:......f..$.:......$": | 
| c360 |  00 00 00 48 c7 84 24 38 3a 00 00 05 00 00 00 48    c7 84 24 40 3a 00 00 00 00 00 00 66 c7 84 24 48  | ...H..$8:......H..$@:......f..$H | 
| c380 |  3a 00 00 00 01 c6 84 24 4a 3a 00 00 01 48 c7 84    24 60 3a 00 00 06 00 00 00 48 89 84 24 80 3a 00  | :......$J:...H..$`:......H..$.:. | 
| c3a0 |  00 48 8d 42 28 48 89 84 24 a0 3a 00 00 48 8d 05    f4 35 09 00 48 89 84 24 a8 3a 00 00 48 8d 42 30  | .H.B(H..$.:..H...5..H..$.:..H.B0 | 
| c3c0 |  48 89 84 24 c8 3a 00 00 48 8d 05 47 3a 09 00 48    89 84 24 d0 3a 00 00 48 8d 42 38 48 89 84 24 f0  | H..$.:..H..G:..H..$.:..H.B8H..$. | 
| c3e0 |  3a 00 00 48 8d 05 27 3a 09 00 48 89 84 24 f8 3a    00 00 48 8d 42 40 48 89 84 24 18 3b 00 00 48 8d  | :..H..':..H..$.:..H.B@H..$.;..H. | 
| c400 |  05 03 3a 09 00 48 89 84 24 20 3b 00 00 48 8d 42    48 48 89 8c 24 78 3a 00 00 48 c7 84 24 68 3a 00  | ..:..H..$.;..H.BHH..$x:..H..$h:. | 
| c420 |  00 00 00 00 00 66 c7 84 24 70 3a 00 00 00 01 c6    84 24 72 3a 00 00 01 48 c7 84 24 88 3a 00 00 06  | .....f..$p:......$r:...H..$.:... | 
| c440 |  00 00 00 48 c7 84 24 90 3a 00 00 00 00 00 00 66    c7 84 24 98 3a 00 00 01 00 c6 84 24 9a 3a 00 00  | ...H..$.:......f..$.:......$.:.. | 
| c460 |  01 48 c7 84 24 b0 3a 00 00 0a 00 00 00 48 c7 84    24 b8 3a 00 00 00 00 00 00 66 c7 84 24 c0 3a 00  | .H..$.:......H..$.:......f..$.:. | 
| c480 |  00 00 01 c6 84 24 c2 3a 00 00 01 48 c7 84 24 d8    3a 00 00 05 00 00 00 48 c7 84 24 e0 3a 00 00 00  | .....$.:...H..$.:......H..$.:... | 
| c4a0 |  00 00 00 66 c7 84 24 e8 3a 00 00 00 01 c6 84 24    ea 3a 00 00 01 48 c7 84 24 00 3b 00 00 05 00 00  | ...f..$.:......$.:...H..$.;..... | 
| c4c0 |  00 48 c7 84 24 08 3b 00 00 00 00 00 00 66 c7 84    24 10 3b 00 00 00 01 c6 84 24 12 3b 00 00 01 48  | .H..$.;......f..$.;......$.;...H | 
| c4e0 |  c7 84 24 28 3b 00 00 09 00 00 00 48 c7 84 24 30    3b 00 00 00 00 00 00 66 c7 84 24 38 3b 00 00 00  | ..$(;......H..$0;......f..$8;... | 
| c500 |  01 c6 84 24 3a 3b 00 00 01 48 89 84 24 40 3b 00    00 48 8d 05 e6 38 09 00 48 89 84 24 48 3b 00 00  | ...$:;...H..$@;..H...8..H..$H;.. | 
| c520 |  48 8d 42 50 48 89 84 24 68 3b 00 00 48 8d 05 c5    33 09 00 48 89 84 24 70 3b 00 00 48 8d 42 58 48  | H.BPH..$h;..H...3..H..$p;..H.BXH | 
| c540 |  89 84 24 90 3b 00 00 48 8d 05 c2 31 09 00 48 89    84 24 98 3b 00 00 48 89 84 24 c0 3b 00 00 48 8d  | ..$.;..H...1..H..$.;..H..$.;..H. | 
| c560 |  42 68 48 89 84 24 e0 3b 00 00 48 8d 05 8f da 08    00 48 89 84 24 e8 3b 00 00 48 8d 42 70 48 89 84  | BhH..$.;..H......H..$.;..H.BpH.. | 
| c580 |  24 08 3c 00 00 48 8d 05 94 2f 09 00 48 89 b4 24    b8 3b 00 00 48 89 84 24 10 3c 00 00 48 c7 84 24  | $.<..H.../..H..$.;..H..$.<..H..$ | 
| c5a0 |  50 3b 00 00 05 00 00 00 48 c7 84 24 58 3b 00 00    00 00 00 00 66 c7 84 24 60 3b 00 00 00 01 c6 84  | P;......H..$X;......f..$`;...... | 
| c5c0 |  24 62 3b 00 00 01 48 c7 84 24 78 3b 00 00 0b 00    00 00 48 c7 84 24 80 3b 00 00 00 00 00 00 66 c7  | $b;...H..$x;......H..$.;......f. | 
| c5e0 |  84 24 88 3b 00 00 00 01 c6 84 24 8a 3b 00 00 01    48 c7 84 24 a0 3b 00 00 10 00 00 00 48 c7 84 24  | .$.;......$.;...H..$.;......H..$ | 
| c600 |  a8 3b 00 00 00 00 00 00 66 c7 84 24 b0 3b 00 00    00 01 c6 84 24 b2 3b 00 00 01 48 c7 84 24 c8 3b  | .;......f..$.;......$.;...H..$.; | 
| c620 |  00 00 10 00 00 00 48 c7 84 24 d0 3b 00 00 00 00    00 00 66 c7 84 24 d8 3b 00 00 01 00 c6 84 24 da  | ......H..$.;......f..$.;......$. | 
| c640 |  3b 00 00 01 48 c7 84 24 f0 3b 00 00 41 0a 00 00    48 c7 84 24 f8 3b 00 00 00 00 00 00 66 c7 84 24  | ;...H..$.;..A...H..$.;......f..$ | 
| c660 |  00 3c 00 00 01 00 c6 84 24 02 3c 00 00 00 48 c7    84 24 18 3c 00 00 15 00 00 00 48 89 84 24 38 3c  | .<......$.<...H..$.<......H..$8< | 
| c680 |  00 00 48 8d 82 80 00 00 00 48 89 84 24 58 3c 00    00 48 8d 05 28 d5 08 00 48 89 84 24 60 3c 00 00  | ..H......H..$X<..H..(...H..$`<.. | 
| c6a0 |  48 8d 82 88 00 00 00 48 89 84 24 80 3c 00 00 48    8d 05 ba 30 09 00 48 89 84 24 88 3c 00 00 48 89  | H......H..$.<..H...0..H..$.<..H. | 
| c6c0 |  84 24 b0 3c 00 00 48 8d 82 98 00 00 00 48 89 84    24 d0 3c 00 00 48 8d 05 c4 c9 08 00 48 89 84 24  | .$.<..H......H..$.<..H......H..$ | 
| c6e0 |  d8 3c 00 00 48 8d 82 a0 00 00 00 48 81 c2 a8 00    00 00 48 83 c6 78 48 89 bc 24 30 3c 00 00 48 81  | .<..H......H......H..xH..$0<..H. | 
| c700 |  c1 a0 00 00 00 48 81 c7 e0 00 00 00 48 89 9c 24    a8 3c 00 00 48 81 c3 10 01 00 00 48 c7 84 24 20  | .....H......H..$.<..H......H..$. | 
| c720 |  3c 00 00 00 00 00 00 66 c7 84 24 28 3c 00 00 00    01 c6 84 24 2a 3c 00 00 01 48 c7 84 24 40 3c 00  | <......f..$(<......$*<...H..$@<. | 
| c740 |  00 15 00 00 00 48 c7 84 24 48 3c 00 00 00 00 00    00 66 c7 84 24 50 3c 00 00 01 00 c6 84 24 52 3c  | .....H..$H<......f..$P<......$R< | 
| c760 |  00 00 01 48 c7 84 24 68 3c 00 00 36 04 00 00 48    c7 84 24 70 3c 00 00 00 00 00 00 66 c7 84 24 78  | ...H..$h<..6...H..$p<......f..$x | 
| c780 |  3c 00 00 01 00 c6 84 24 7a 3c 00 00 00 48 c7 84    24 90 3c 00 00 0f 00 00 00 48 c7 84 24 98 3c 00  | <......$z<...H..$.<......H..$.<. | 
| c7a0 |  00 00 00 00 00 66 c7 84 24 a0 3c 00 00 00 01 c6    84 24 a2 3c 00 00 01 48 c7 84 24 b8 3c 00 00 0f  | .....f..$.<......$.<...H..$.<... | 
| c7c0 |  00 00 00 48 c7 84 24 c0 3c 00 00 00 00 00 00 66    c7 84 24 c8 3c 00 00 01 00 c6 84 24 ca 3c 00 00  | ...H..$.<......f..$.<......$.<.. | 
| c7e0 |  01 48 c7 84 24 e0 3c 00 00 1f 0b 00 00 48 c7 84    24 e8 3c 00 00 00 00 00 00 66 c7 84 24 f0 3c 00  | .H..$.<......H..$.<......f..$.<. | 
| c800 |  00 01 00 c6 84 24 f2 3c 00 00 00 48 89 84 24 f8    3c 00 00 48 8d 05 e6 2e 09 00 48 89 84 24 00 3d  | .....$.<...H..$.<..H......H..$.= | 
| c820 |  00 00 48 89 84 24 28 3d 00 00 48 8d 42 08 48 89    84 24 48 3d 00 00 48 8d 05 e3 bf 08 00 48 89 84  | ..H..$(=..H.B.H..$H=..H......H.. | 
| c840 |  24 50 3d 00 00 48 8d 42 10 48 89 84 24 70 3d 00    00 48 8d 05 90 30 09 00 48 89 84 24 78 3d 00 00  | $P=..H.B.H..$p=..H...0..H..$x=.. | 
| c860 |  48 89 84 24 a0 3d 00 00 48 8d 42 20 48 89 84 24    c0 3d 00 00 48 8d 05 c5 63 07 00 48 89 84 24 c8  | H..$.=..H.B.H..$.=..H...c..H..$. | 
| c880 |  3d 00 00 48 8d 42 28 48 89 94 24 20 3d 00 00 48    89 8c 24 98 3d 00 00 48 81 c1 20 01 00 00 48 c7  | =..H.B(H..$.=..H..$.=..H......H. | 
| c8a0 |  84 24 08 3d 00 00 10 00 00 00 48 c7 84 24 10 3d    00 00 00 00 00 00 66 c7 84 24 18 3d 00 00 00 01  | .$.=......H..$.=......f..$.=.... | 
| c8c0 |  c6 84 24 1a 3d 00 00 01 48 c7 84 24 30 3d 00 00    10 00 00 00 48 c7 84 24 38 3d 00 00 00 00 00 00  | ..$.=...H..$0=......H..$8=...... | 
| c8e0 |  66 c7 84 24 40 3d 00 00 01 00 c6 84 24 42 3d 00    00 01 48 c7 84 24 58 3d 00 00 7a 08 00 00 48 c7  | f..$@=......$B=...H..$X=..z...H. | 
| c900 |  84 24 60 3d 00 00 00 00 00 00 66 c7 84 24 68 3d    00 00 01 00 c6 84 24 6a 3d 00 00 00 48 c7 84 24  | .$`=......f..$h=......$j=...H..$ | 
| c920 |  80 3d 00 00 0b 00 00 00 48 c7 84 24 88 3d 00 00    00 00 00 00 66 c7 84 24 90 3d 00 00 00 01 c6 84  | .=......H..$.=......f..$.=...... | 
| c940 |  24 92 3d 00 00 01 48 c7 84 24 a8 3d 00 00 0b 00    00 00 48 c7 84 24 b0 3d 00 00 00 00 00 00 66 c7  | $.=...H..$.=......H..$.=......f. | 
| c960 |  84 24 b8 3d 00 00 01 00 c6 84 24 ba 3d 00 00 01    48 c7 84 24 d0 3d 00 00 82 11 00 00 48 89 84 24  | .$.=......$.=...H..$.=......H..$ | 
| c980 |  e8 3d 00 00 48 8d 05 6a 33 09 00 48 89 84 24 f0    3d 00 00 48 89 84 24 18 3e 00 00 48 8d 42 38 48  | .=..H..j3..H..$.=..H..$.>..H.B8H | 
| c9a0 |  89 84 24 38 3e 00 00 48 8d 05 a2 27 09 00 48 89    84 24 40 3e 00 00 48 8d 42 40 48 89 84 24 60 3e  | ..$8>..H...'..H..$@>..H.B@H..$`> | 
| c9c0 |  00 00 48 8d 05 37 62 07 00 48 89 84 24 68 3e 00    00 48 8d 42 48 48 89 84 24 88 3e 00 00 48 8d 05  | ..H..7b..H..$h>..H.BHH..$.>..H.. | 
| c9e0 |  dc 34 09 00 48 89 84 24 90 3e 00 00 48 8d 42 50    48 89 b4 24 10 3e 00 00 48 81 c6 20 01 00 00 48  | .4..H..$.>..H.BPH..$.>..H......H | 
| ca00 |  c7 84 24 d8 3d 00 00 00 00 00 00 66 c7 84 24 e0    3d 00 00 01 00 c6 84 24 e2 3d 00 00 00 48 c7 84  | ..$.=......f..$.=......$.=...H.. | 
| ca20 |  24 f8 3d 00 00 06 00 00 00 48 c7 84 24 00 3e 00    00 00 00 00 00 66 c7 84 24 08 3e 00 00 00 01 c6  | $.=......H..$.>......f..$.>..... | 
| ca40 |  84 24 0a 3e 00 00 01 48 c7 84 24 20 3e 00 00 06    00 00 00 48 c7 84 24 28 3e 00 00 00 00 00 00 66  | .$.>...H..$.>......H..$(>......f | 
| ca60 |  c7 84 24 30 3e 00 00 01 00 c6 84 24 32 3e 00 00    01 48 c7 84 24 48 3e 00 00 1f 00 00 00 48 c7 84  | ..$0>......$2>...H..$H>......H.. | 
| ca80 |  24 50 3e 00 00 00 00 00 00 66 c7 84 24 58 3e 00    00 01 00 c6 84 24 5a 3e 00 00 00 48 c7 84 24 70  | $P>......f..$X>......$Z>...H..$p | 
| caa0 |  3e 00 00 21 00 00 00 48 c7 84 24 78 3e 00 00 00    00 00 00 66 c7 84 24 80 3e 00 00 01 00 c6 84 24  | >..!...H..$x>......f..$.>......$ | 
| cac0 |  82 3e 00 00 00 48 c7 84 24 98 3e 00 00 08 00 00    00 48 c7 84 24 a0 3e 00 00 00 00 00 00 66 c7 84  | .>...H..$.>......H..$.>......f.. | 
| cae0 |  24 a8 3e 00 00 00 01 c6 84 24 aa 3e 00 00 01 48    89 84 24 b0 3e 00 00 48 8d 05 6a 30 09 00 48 89  | $.>......$.>...H..$.>..H..j0..H. | 
| cb00 |  84 24 b8 3e 00 00 48 8d 42 58 48 89 84 24 d8 3e    00 00 48 8d 05 77 2f 09 00 48 89 84 24 e0 3e 00  | .$.>..H.BXH..$.>..H..w/..H..$.>. | 
| cb20 |  00 48 8d 42 60 48 89 84 24 00 3f 00 00 48 8d 05    87 33 09 00 48 89 84 24 08 3f 00 00 48 8d 42 68  | .H.B`H..$.?..H...3..H..$.?..H.Bh | 
| cb40 |  48 89 84 24 28 3f 00 00 48 8d 05 91 2b 09 00 48    89 84 24 30 3f 00 00 48 8d 42 70 48 89 84 24 50  | H..$(?..H...+..H..$0?..H.BpH..$P | 
| cb60 |  3f 00 00 48 8d 05 b6 5f 07 00 48 89 84 24 58 3f    00 00 48 8d 42 78 48 89 84 24 78 3f 00 00 48 8d  | ?..H..._..H..$X?..H.BxH..$x?..H. | 
| cb80 |  05 32 33 09 00 48 89 84 24 80 3f 00 00 48 8d 82    80 00 00 00 48 c7 84 24 c0 3e 00 00 08 00 00 00  | .23..H..$.?..H......H..$.>...... | 
| cba0 |  48 c7 84 24 c8 3e 00 00 00 00 00 00 66 c7 84 24    d0 3e 00 00 00 01 c6 84 24 d2 3e 00 00 01 48 c7  | H..$.>......f..$.>......$.>...H. | 
| cbc0 |  84 24 e8 3e 00 00 09 00 00 00 48 c7 84 24 f0 3e    00 00 00 00 00 00 66 c7 84 24 f8 3e 00 00 00 01  | .$.>......H..$.>......f..$.>.... | 
| cbe0 |  c6 84 24 fa 3e 00 00 01 48 c7 84 24 10 3f 00 00    04 00 00 00 48 c7 84 24 18 3f 00 00 00 00 00 00  | ..$.>...H..$.?......H..$.?...... | 
| cc00 |  66 c7 84 24 20 3f 00 00 00 01 c6 84 24 22 3f 00    00 01 48 c7 84 24 38 3f 00 00 16 00 00 00 48 c7  | f..$.?......$"?...H..$8?......H. | 
| cc20 |  84 24 40 3f 00 00 00 00 00 00 66 c7 84 24 48 3f    00 00 01 00 c6 84 24 4a 3f 00 00 00 48 c7 84 24  | .$@?......f..$H?......$J?...H..$ | 
| cc40 |  60 3f 00 00 d8 00 00 00 48 c7 84 24 68 3f 00 00    00 00 00 00 66 c7 84 24 70 3f 00 00 01 00 c6 84  | `?......H..$h?......f..$p?...... | 
| cc60 |  24 72 3f 00 00 00 48 c7 84 24 88 3f 00 00 04 00    00 00 48 89 84 24 a0 3f 00 00 48 8d 05 78 31 09  | $r?...H..$.?......H..$.?..H..x1. | 
| cc80 |  00 48 89 84 24 a8 3f 00 00 48 8d 82 88 00 00 00    48 89 84 24 c8 3f 00 00 48 8d 05 51 31 09 00 48  | .H..$.?..H......H..$.?..H..Q1..H | 
| cca0 |  89 84 24 d0 3f 00 00 48 8d 82 90 00 00 00 48 89    84 24 f0 3f 00 00 48 8d 05 a3 2e 09 00 48 89 84  | ..$.?..H......H..$.?..H......H.. | 
| ccc0 |  24 f8 3f 00 00 48 8d 82 98 00 00 00 48 89 84 24    18 40 00 00 48 8d 05 d8 31 09 00 48 89 84 24 20  | $.?..H......H..$.@..H...1..H..$. | 
| cce0 |  40 00 00 48 8d 82 a0 00 00 00 48 89 84 24 40 40    00 00 48 8d 05 c7 58 07 00 48 89 84 24 48 40 00  | @..H......H..$@@..H...X..H..$H@. | 
| cd00 |  00 48 8d 82 a8 00 00 00 48 c7 84 24 90 3f 00 00    00 00 00 00 66 c7 84 24 98 3f 00 00 00 01 c6 84  | .H......H..$.?......f..$.?...... | 
| cd20 |  24 9a 3f 00 00 01 48 c7 84 24 b0 3f 00 00 05 00    00 00 48 c7 84 24 b8 3f 00 00 00 00 00 00 66 c7  | $.?...H..$.?......H..$.?......f. | 
| cd40 |  84 24 c0 3f 00 00 00 01 c6 84 24 c2 3f 00 00 01    48 c7 84 24 d8 3f 00 00 09 00 00 00 48 c7 84 24  | .$.?......$.?...H..$.?......H..$ | 
| cd60 |  e0 3f 00 00 00 00 00 00 66 c7 84 24 e8 3f 00 00    00 01 c6 84 24 ea 3f 00 00 01 48 c7 84 24 00 40  | .?......f..$.?......$.?...H..$.@ | 
| cd80 |  00 00 08 00 00 00 48 c7 84 24 08 40 00 00 00 00    00 00 66 c7 84 24 10 40 00 00 00 01 c6 84 24 12  | ......H..$.@......f..$.@......$. | 
| cda0 |  40 00 00 01 48 c7 84 24 28 40 00 00 04 00 00 00    48 c7 84 24 30 40 00 00 00 00 00 00 66 c7 84 24  | @...H..$(@......H..$0@......f..$ | 
| cdc0 |  38 40 00 00 00 01 c6 84 24 3a 40 00 00 01 48 c7    84 24 50 40 00 00 53 05 00 00 48 c7 84 24 58 40  | 8@......$:@...H..$P@..S...H..$X@ | 
| cde0 |  00 00 00 00 00 00 66 c7 84 24 60 40 00 00 01 00    c6 84 24 62 40 00 00 00 48 89 84 24 68 40 00 00  | ......f..$`@......$b@...H..$h@.. | 
| ce00 |  48 8d 05 d1 2a 09 00 48 89 84 24 70 40 00 00 48    89 84 24 98 40 00 00 48 8d 82 b8 00 00 00 48 89  | H...*..H..$p@..H..$.@..H......H. | 
| ce20 |  84 24 b8 40 00 00 48 8d 05 f3 4c 07 00 48 89 84    24 c0 40 00 00 48 8d 82 c0 00 00 00 48 89 84 24  | .$.@..H...L..H..$.@..H......H..$ | 
| ce40 |  e0 40 00 00 48 8d 05 9c 2f 09 00 48 89 84 24 e8    40 00 00 48 8d 82 c8 00 00 00 48 89 84 24 08 41  | .@..H.../..H..$.@..H......H..$.A | 
| ce60 |  00 00 48 8d 05 94 30 09 00 48 89 84 24 10 41 00    00 48 8d 82 d0 00 00 00 48 89 84 24 30 41 00 00  | ..H...0..H..$.A..H......H..$0A.. | 
| ce80 |  48 8d 05 ae 2d 09 00 48 89 84 24 38 41 00 00 48    8d 82 d8 00 00 00 48 89 bc 24 90 40 00 00 48 81  | H...-..H..$8A..H......H..$.@..H. | 
| cea0 |  c7 b8 00 00 00 48 c7 84 24 78 40 00 00 0b 00 00    00 48 c7 84 24 80 40 00 00 00 00 00 00 66 c7 84  | .....H..$x@......H..$.@......f.. | 
| cec0 |  24 88 40 00 00 00 01 c6 84 24 8a 40 00 00 01 48    c7 84 24 a0 40 00 00 0b 00 00 00 48 c7 84 24 a8  | $.@......$.@...H..$.@......H..$. | 
| cee0 |  40 00 00 00 00 00 00 66 c7 84 24 b0 40 00 00 01    00 c6 84 24 b2 40 00 00 01 48 c7 84 24 c8 40 00  | @......f..$.@......$.@...H..$.@. | 
| cf00 |  00 8c 0a 00 00 48 c7 84 24 d0 40 00 00 00 00 00    00 66 c7 84 24 d8 40 00 00 01 00 c6 84 24 da 40  | .....H..$.@......f..$.@......$.@ | 
| cf20 |  00 00 00 48 c7 84 24 f0 40 00 00 05 00 00 00 48    c7 84 24 f8 40 00 00 00 00 00 00 66 c7 84 24 00  | ...H..$.@......H..$.@......f..$. | 
| cf40 |  41 00 00 00 01 c6 84 24 02 41 00 00 01 48 c7 84    24 18 41 00 00 04 00 00 00 48 c7 84 24 20 41 00  | A......$.A...H..$.A......H..$.A. | 
| cf60 |  00 00 00 00 00 66 c7 84 24 28 41 00 00 01 00 c6    84 24 2a 41 00 00 00 48 c7 84 24 40 41 00 00 07  | .....f..$(A......$*A...H..$@A... | 
| cf80 |  00 00 00 48 89 84 24 58 41 00 00 48 8d 05 9c 2c    09 00 48 89 84 24 60 41 00 00 48 8d 82 e0 00 00  | ...H..$XA..H...,..H..$`A..H..... | 
| cfa0 |  00 48 89 84 24 80 41 00 00 48 8d 05 77 2c 09 00    48 89 84 24 88 41 00 00 48 8d 82 e8 00 00 00 48  | .H..$.A..H..w,..H..$.A..H......H | 
| cfc0 |  89 84 24 a8 41 00 00 48 8d 05 21 2d 09 00 48 89    84 24 b0 41 00 00 48 8d 82 f0 00 00 00 48 89 84  | ..$.A..H..!-..H..$.A..H......H.. | 
| cfe0 |  24 d0 41 00 00 48 8d 05 6c 2b 09 00 48 89 84 24    d8 41 00 00 48 89 84 24 00 42 00 00 48 8d 82 00  | $.A..H..l+..H..$.A..H..$.B..H... | 
| d000 |  01 00 00 48 89 9c 24 f8 41 00 00 48 81 c3 b0 00    00 00 48 c7 84 24 48 41 00 00 00 00 00 00 66 c7  | ...H..$.A..H......H..$HA......f. | 
| d020 |  84 24 50 41 00 00 00 01 c6 84 24 52 41 00 00 01    48 c7 84 24 68 41 00 00 07 00 00 00 48 c7 84 24  | .$PA......$RA...H..$hA......H..$ | 
| d040 |  70 41 00 00 00 00 00 00 66 c7 84 24 78 41 00 00    00 01 c6 84 24 7a 41 00 00 01 48 c7 84 24 90 41  | pA......f..$xA......$zA...H..$.A | 
| d060 |  00 00 07 00 00 00 48 c7 84 24 98 41 00 00 00 00    00 00 66 c7 84 24 a0 41 00 00 00 01 c6 84 24 a2  | ......H..$.A......f..$.A......$. | 
| d080 |  41 00 00 01 48 c7 84 24 b8 41 00 00 06 00 00 00    48 c7 84 24 c0 41 00 00 00 00 00 00 66 c7 84 24  | A...H..$.A......H..$.A......f..$ | 
| d0a0 |  c8 41 00 00 00 01 c6 84 24 ca 41 00 00 01 48 c7    84 24 e0 41 00 00 08 00 00 00 48 c7 84 24 e8 41  | .A......$.A...H..$.A......H..$.A | 
| d0c0 |  00 00 00 00 00 00 66 c7 84 24 f0 41 00 00 00 01    c6 84 24 f2 41 00 00 01 48 c7 84 24 08 42 00 00  | ......f..$.A......$.A...H..$.B.. | 
| d0e0 |  08 00 00 00 48 c7 84 24 10 42 00 00 00 00 00 00    66 c7 84 24 18 42 00 00 01 00 c6 84 24 1a 42 00  | ....H..$.B......f..$.B......$.B. | 
| d100 |  00 01 48 89 84 24 20 42 00 00 48 8d 05 ef 3b 07    00 48 89 84 24 28 42 00 00 48 8d 82 08 01 00 00  | ..H..$.B..H...;..H..$(B..H...... | 
| d120 |  48 89 84 24 48 42 00 00 48 8d 05 f1 2a 09 00 48    89 84 24 50 42 00 00 48 8d 82 10 01 00 00 48 89  | H..$HB..H...*..H..$PB..H......H. | 
| d140 |  84 24 70 42 00 00 48 8d 05 cc 2a 09 00 48 89 84    24 78 42 00 00 48 8d 82 18 01 00 00 48 81 c2 20  | .$pB..H...*..H..$xB..H......H... | 
| d160 |  01 00 00 48 89 84 24 98 42 00 00 48 8d 05 0e 29    09 00 48 89 84 24 a0 42 00 00 48 89 84 24 c8 42  | ...H..$.B..H...)..H..$.B..H..$.B | 
| d180 |  00 00 48 8d 42 08 48 89 84 24 e8 42 00 00 48 8d    05 4b 2e 07 00 48 89 84 24 f0 42 00 00 48 8d 42  | ..H.B.H..$.B..H..K...H..$.B..H.B | 
| d1a0 |  10 48 c7 84 24 30 42 00 00 1f 0e 00 00 48 c7 84    24 38 42 00 00 00 00 00 00 66 c7 84 24 40 42 00  | .H..$0B......H..$8B......f..$@B. | 
| d1c0 |  00 01 00 c6 84 24 42 42 00 00 00 48 c7 84 24 58    42 00 00 07 00 00 00 48 c7 84 24 60 42 00 00 00  | .....$BB...H..$XB......H..$`B... | 
| d1e0 |  00 00 00 66 c7 84 24 68 42 00 00 00 01 c6 84 24    6a 42 00 00 01 48 c7 84 24 80 42 00 00 07 00 00  | ...f..$hB......$jB...H..$.B..... | 
| d200 |  00 48 c7 84 24 88 42 00 00 00 00 00 00 66 c7 84    24 90 42 00 00 01 00 c6 84 24 92 42 00 00 01 48  | .H..$.B......f..$.B......$.B...H | 
| d220 |  c7 84 24 a8 42 00 00 09 00 00 00 48 c7 84 24 b0    42 00 00 00 00 00 00 66 c7 84 24 b8 42 00 00 00  | ..$.B......H..$.B......f..$.B... | 
| d240 |  01 c6 84 24 ba 42 00 00 01 48 89 94 24 c0 42 00    00 48 c7 84 24 d0 42 00 00 09 00 00 00 48 c7 84  | ...$.B...H..$.B..H..$.B......H.. | 
| d260 |  24 d8 42 00 00 00 00 00 00 66 c7 84 24 e0 42 00    00 01 00 c6 84 24 e2 42 00 00 01 48 c7 84 24 f8  | $.B......f..$.B......$.B...H..$. | 
| d280 |  42 00 00 03 0d 00 00 48 89 84 24 10 43 00 00 48    8d 05 4c 2b 09 00 48 89 84 24 18 43 00 00 48 89  | B......H..$.C..H..L+..H..$.C..H. | 
| d2a0 |  84 24 40 43 00 00 48 8d 42 20 48 89 84 24 60 43    00 00 48 8d 05 e7 a9 08 00 48 89 84 24 68 43 00  | .$@C..H.B.H..$`C..H......H..$hC. | 
| d2c0 |  00 48 8d 42 28 48 89 84 24 88 43 00 00 48 8d 05    09 2b 09 00 48 89 84 24 90 43 00 00 48 89 84 24  | .H.B(H..$.C..H...+..H..$.C..H..$ | 
| d2e0 |  b8 43 00 00 48 8d 42 38 48 c7 84 24 00 43 00 00    00 00 00 00 66 c7 84 24 08 43 00 00 01 00 c6 84  | .C..H.B8H..$.C......f..$.C...... | 
| d300 |  24 0a 43 00 00 00 48 c7 84 24 20 43 00 00 05 00    00 00 48 c7 84 24 28 43 00 00 00 00 00 00 66 c7  | $.C...H..$.C......H..$(C......f. | 
| d320 |  84 24 30 43 00 00 00 01 c6 84 24 32 43 00 00 01    48 89 8c 24 38 43 00 00 48 c7 84 24 48 43 00 00  | .$0C......$2C...H..$8C..H..$HC.. | 
| d340 |  05 00 00 00 48 c7 84 24 50 43 00 00 00 00 00 00    66 c7 84 24 58 43 00 00 01 00 c6 84 24 5a 43 00  | ....H..$PC......f..$XC......$ZC. | 
| d360 |  00 01 48 c7 84 24 70 43 00 00 6b 0b 00 00 48 c7    84 24 78 43 00 00 00 00 00 00 66 c7 84 24 80 43  | ..H..$pC..k...H..$xC......f..$.C | 
| d380 |  00 00 01 00 c6 84 24 82 43 00 00 00 48 c7 84 24    98 43 00 00 05 00 00 00 48 c7 84 24 a0 43 00 00  | ......$.C...H..$.C......H..$.C.. | 
| d3a0 |  00 00 00 00 66 c7 84 24 a8 43 00 00 00 01 c6 84    24 aa 43 00 00 01 48 89 b4 24 b0 43 00 00 48 c7  | ....f..$.C......$.C...H..$.C..H. | 
| d3c0 |  84 24 c0 43 00 00 05 00 00 00 48 c7 84 24 c8 43    00 00 00 00 00 00 66 c7 84 24 d0 43 00 00 01 00  | .$.C......H..$.C......f..$.C.... | 
| d3e0 |  c6 84 24 d2 43 00 00 01 48 89 84 24 d8 43 00 00    48 8d 05 79 26 09 00 48 89 84 24 e0 43 00 00 48  | ..$.C...H..$.C..H..y&..H..$.C..H | 
| d400 |  8d 42 40 48 89 84 24 00 44 00 00 48 8d 05 3e 27    09 00 48 89 84 24 08 44 00 00 48 89 84 24 30 44  | .B@H..$.D..H..>'..H..$.D..H..$0D | 
| d420 |  00 00 48 8d 42 50 48 89 84 24 50 44 00 00 48 8d    05 ab 1d 07 00 48 89 84 24 58 44 00 00 48 8d 42  | ..H.BPH..$PD..H......H..$XD..H.B | 
| d440 |  58 48 89 84 24 78 44 00 00 48 8d 05 48 25 09 00    48 89 84 24 80 44 00 00 48 8d 42 60 48 89 84 24  | XH..$xD..H..H%..H..$.D..H.B`H..$ | 
| d460 |  a0 44 00 00 48 8d 05 ab 2a 09 00 48 89 84 24 a8    44 00 00 48 8d 42 68 48 c7 84 24 e8 43 00 00 09  | .D..H...*..H..$.D..H.BhH..$.C... | 
| d480 |  00 00 00 48 c7 84 24 f0 43 00 00 00 00 00 00 66    c7 84 24 f8 43 00 00 00 01 c6 84 24 fa 43 00 00  | ...H..$.C......f..$.C......$.C.. | 
| d4a0 |  01 48 c7 84 24 10 44 00 00 08 00 00 00 48 c7 84    24 18 44 00 00 00 00 00 00 66 c7 84 24 20 44 00  | .H..$.D......H..$.D......f..$.D. | 
| d4c0 |  00 00 01 c6 84 24 22 44 00 00 01 48 89 bc 24 28    44 00 00 48 c7 84 24 38 44 00 00 08 00 00 00 48  | .....$"D...H..$(D..H..$8D......H | 
| d4e0 |  c7 84 24 40 44 00 00 00 00 00 00 66 c7 84 24 48    44 00 00 01 00 c6 84 24 4a 44 00 00 01 48 c7 84  | ..$@D......f..$HD......$JD...H.. | 
| d500 |  24 60 44 00 00 ee 0d 00 00 48 c7 84 24 68 44 00    00 00 00 00 00 66 c7 84 24 70 44 00 00 01 00 c6  | $`D......H..$hD......f..$pD..... | 
| d520 |  84 24 72 44 00 00 00 48 c7 84 24 88 44 00 00 0a    00 00 00 48 c7 84 24 90 44 00 00 00 00 00 00 66  | .$rD...H..$.D......H..$.D......f | 
| d540 |  c7 84 24 98 44 00 00 00 01 c6 84 24 9a 44 00 00    01 48 c7 84 24 b0 44 00 00 02 00 00 00 48 89 84  | ..$.D......$.D...H..$.D......H.. | 
| d560 |  24 c8 44 00 00 48 8d 05 94 06 07 00 48 89 84 24    d0 44 00 00 48 8d 42 70 48 89 84 24 f0 44 00 00  | $.D..H......H..$.D..H.BpH..$.D.. | 
| d580 |  48 8d 05 d9 1f 09 00 48 89 84 24 f8 44 00 00 48    8d 42 78 48 89 84 24 18 45 00 00 48 8d 05 47 27  | H......H..$.D..H.BxH..$.E..H..G' | 
| d5a0 |  09 00 48 89 84 24 20 45 00 00 48 8d 82 80 00 00    00 48 89 84 24 40 45 00 00 48 8d 05 18 28 09 00  | ..H..$.E..H......H..$@E..H...(.. | 
| d5c0 |  48 89 84 24 48 45 00 00 48 89 84 24 70 45 00 00    48 8d 82 90 00 00 00 48 89 9c 24 68 45 00 00 48  | H..$HE..H..$pE..H......H..$hE..H | 
| d5e0 |  8d 5c 24 08 48 c7 84 24 b8 44 00 00 00 00 00 00    66 c7 84 24 c0 44 00 00 00 01 c6 84 24 c2 44 00  | .\$.H..$.D......f..$.D......$.D. | 
| d600 |  00 01 48 c7 84 24 d8 44 00 00 2f 00 00 00 48 c7    84 24 e0 44 00 00 00 00 00 00 66 c7 84 24 e8 44  | ..H..$.D../...H..$.D......f..$.D | 
| d620 |  00 00 01 00 c6 84 24 ea 44 00 00 00 48 c7 84 24    00 45 00 00 16 00 00 00 48 c7 84 24 08 45 00 00  | ......$.D...H..$.E......H..$.E.. | 
| d640 |  00 00 00 00 66 c7 84 24 10 45 00 00 01 00 c6 84    24 12 45 00 00 00 48 c7 84 24 28 45 00 00 06 00  | ....f..$.E......$.E...H..$(E.... | 
| d660 |  00 00 48 c7 84 24 30 45 00 00 00 00 00 00 66 c7    84 24 38 45 00 00 00 01 c6 84 24 3a 45 00 00 01  | ..H..$0E......f..$8E......$:E... | 
| d680 |  48 c7 84 24 50 45 00 00 05 00 00 00 48 c7 84 24    58 45 00 00 00 00 00 00 66 c7 84 24 60 45 00 00  | H..$PE......H..$XE......f..$`E.. | 
| d6a0 |  00 01 c6 84 24 62 45 00 00 01 48 c7 84 24 78 45    00 00 05 00 00 00 48 c7 84 24 80 45 00 00 00 00  | ....$bE...H..$xE......H..$.E.... | 
| d6c0 |  00 00 66 c7 84 24 88 45 00 00 01 00 c6 84 24 8a    45 00 00 01 48 89 84 24 90 45 00 00 48 8d 05 1d  | ..f..$.E......$.E...H..$.E..H... | 
| d6e0 |  0f 07 00 48 89 84 24 98 45 00 00 48 c7 84 24 a0    45 00 00 c9 0b 00 00 48 c7 84 24 a8 45 00 00 00  | ...H..$.E..H..$.E......H..$.E... | 
| d700 |  00 00 00 66 c7 84 24 b0 45 00 00 01 00 c6 84 24    b2 45 00 00 00 48 c7 84 24 b8 45 00 00 00 00 00  | ...f..$.E......$.E...H..$.E..... | 
| d720 |  00 48 c7 84 24 c0 45 00 00 00 00 00 00 48 c7 84    24 c8 45 00 00 00 00 00 00 48 c7 84 24 d0 45 00  | .H..$.E......H..$.E......H..$.E. | 
| d740 |  00 00 00 00 00 66 c7 84 24 d8 45 00 00 00 00 c6    84 24 da 45 00 00 00 48 8b 2b 48 85 ed 74 65 8a  | .....f..$.E......$.E...H.+H..te. | 
| d760 |  43 20 0a 43 21 48 8b 7b 08 48 8b 73 10 74 35 80    7b 22 00 74 0b e8 66 7f ff ff 48 89 45 00 eb 30  | C..C!H.{.H.s.t5.{".t..f...H.E..0 | 
| d780 |  48 8b 53 18 48 ff ce 48 85 d2 74 0d 31 c9 e8 ed    7f ff ff 48 89 45 00 eb 17 e8 22 80 ff ff 48 89  | H.S.H..H..t.1......H.E...."...H. | 
| d7a0 |  45 00 eb 0c 48 ff ce e8 e4 79 ff ff 48 89 45 00    48 8b 7d 00 48 85 ff 74 05 e8 52 7e ff ff 48 83  | E...H....y..H.E.H.}.H..t..R~..H. | 
| d7c0 |  c3 28 eb 93 48 81 c4 e8 45 00 00 31 c0 5b 5d c3    41 54 45 31 e4 55 51 48 8b 35 2a f2 09 00 e8 cd  | .(..H...E..1.[].ATE1.UQH.5*..... | 
| d7e0 |  7a ff ff 48 85 c0 74 4e 31 f6 48 89 c7 48 89 c5    e8 ab 7f ff ff 49 89 c4 48 85 c0 75 20 e8 1e 7d  | z..H..tN1.H..H.......I..H..u...} | 
| d800 |  ff ff 48 85 c0 75 16 48 8b 05 0a d7 09 00 48 8d    35 43 bc 04 00 48 8b 38 e8 63 7a ff ff 48 8b 45  | ..H..u.H......H.5C...H.8.cz..H.E | 
| d820 |  00 85 c0 78 11 48 ff c8 48 89 45 00 75 08 48 89    ef e8 9a 79 ff ff 4c 89 e0 5a 5d 41 5c c3 41 56  | ...x.H..H.E.u.H....y..L..Z]A\.AV | 
| d840 |  49 89 fe 41 55 41 54 55 56 e8 22 7c ff ff 48 85    c0 0f 84 c7 00 00 00 48 8b 35 92 f3 09 00 48 89  | I..AUATUV."|..H........H.5....H. | 
| d860 |  c7 49 89 c4 e8 97 13 01 00 48 89 c5 48 85 c0 0f    84 cc 00 00 00 48 8b 35 a4 ed 09 00 48 89 c7 e8  | .I.......H..H........H.5....H... | 
| d880 |  7c 13 01 00 49 89 c5 48 85 c0 75 0a 48 8b 45 00    85 c0 79 36 eb 45 48 3b 05 e3 d6 09 00 0f 94 c0  | |...I..H..u.H.E...y6.EH;........ | 
| d8a0 |  4c 3b 2d a1 d6 09 00 0f 94 c2 08 c2 75 09 4c 3b    2d c3 d6 09 00 75 05 0f b6 c0 eb 08 4c 89 ef e8  | L;-.........u.L;-....u......L... | 
| d8c0 |  1c 7d ff ff 85 c0 74 c4 eb 13 48 ff c8 48 89 45    00 75 08 48 89 ef e8 f5 78 ff ff 31 ed 4c 89 ef  | .}....t...H..H.E.u.H....x..1.L.. | 
| d8e0 |  e8 7b 5e 00 00 48 85 ed 74 57 48 8b 45 00 85 c0    78 11 48 ff c8 48 89 45 00 75 08 48 89 ef e8 cd  | .{^..H..tWH.E...x.H..H.E.u.H.... | 
| d900 |  78 ff ff 49 8b 04 24 85 c0 78 22 48 ff c8 49 89    04 24 75 19 4c 89 e7 e8 b4 78 ff ff eb 0f e8 fd  | x..I..$..x"H..I..$u.L....x...... | 
| d920 |  7b ff ff 48 85 c0 74 05 e8 13 7b ff ff 59 4c 89    f7 5d 31 d2 41 5c 31 f6 41 5d 41 5e e9 ef 6e 00  | {..H..t...{..YL..]1.A\1.A]A^..n. | 
| d940 |  00 e8 fa 7a ff ff 5a 4c 89 e0 5d 41 5c 41 5d 41    5e c3 41 57 41 56 41 55 41 54 55 53 48 81 ec 38  | ...z..ZL..]A\A]A^.AWAVAUATUSH..8 | 
| d960 |  01 00 00 4c 8b 3d ae f7 09 00 4d 85 ff 74 29 31    c0 49 39 ff 0f 84 a6 59 00 00 48 8b 05 97 d5 09  | ...L.=....M..t)1.I9....Y..H..... | 
| d980 |  00 48 8d 35 f0 c2 04 00 48 8b 38 e8 f0 78 ff ff    83 c8 ff e9 88 59 00 00 8b 07 48 89 3d 77 f7 09  | .H.5....H.8..x.......Y....H.=w.. | 
| d9a0 |  00 ff c0 74 02 89 07 e8 24 7e ff ff 48 89 05 8d    e5 09 00 48 89 c5 48 85 c0 0f 84 e4 0c 00 00 8b  | ...t....$~..H......H..H......... | 
| d9c0 |  00 ff c0 74 03 89 45 00 48 8d 3d bd db 04 00 e8    ac 77 ff ff 48 89 c5 48 85 c0 74 09 8b 00 ff c0  | ...t..E.H.=......w..H..H..t..... | 
| d9e0 |  74 03 89 45 00 48 89 2d 5c e5 09 00 48 85 ed 0f    84 c4 0c 00 00 48 8d 3d 99 db 04 00 e8 7f 77 ff  | t..E.H.-\...H........H.=......w. | 
| da00 |  ff 48 89 c5 48 85 c0 74 09 8b 00 ff c0 74 03 89    45 00 48 89 2d 37 e5 09 00 48 85 ed 0f 84 ad 0c  | .H..H..t.....t..E.H.-7...H...... | 
| da20 |  00 00 48 8b 15 1f e5 09 00 48 8b 3d e8 f6 09 00    48 8d 35 6d db 04 00 e8 74 77 ff ff 85 c0 0f 88  | ..H......H.=....H.5m....tw...... | 
| da40 |  a1 0c 00 00 48 8b 05 25 d5 09 00 48 8b 00 30 c0    48 89 c2 48 81 f2 f0 01 0c 03 f7 c2 00 00 ff ff  | ....H..%...H..0.H..H............ | 
| da60 |  75 1b 31 ff e8 47 7a ff ff 48 89 05 e8 e4 09 00    48 89 c5 48 85 c0 75 78 e9 7d 0c 00 00 48 89 c2  | u.1..Gz..H......H..H..ux.}...H.. | 
| da80 |  48 c1 e8 18 48 8d 6c 24 60 41 52 48 c1 ea 10 be    c8 00 00 00 48 89 ef 41 b8 0c 00 00 00 0f b6 d2  | H...H.l$`ARH........H..A........ | 
| daa0 |  4c 8d 0d a7 dd 04 00 b9 03 00 00 00 52 48 8d 15    14 c2 04 00 50 48 8d 05 f5 da 04 00 50 31 c0 e8  | L...........RH......PH......P1.. | 
| dac0 |  7c 78 ff ff 48 83 c4 20 31 ff ba 01 00 00 00 48    89 ee e8 e9 76 ff ff 85 c0 79 87 31 ed 41 bc ad  | |x..H...1......H....v....y.1.A.. | 
| dae0 |  76 00 00 41 bd 01 00 00 00 31 db e9 23 0d 00 00    31 f6 48 8d 3d 35 d9 04 00 e8 92 76 ff ff 48 89  | v..A.....1..#...1.H.=5.....v..H. | 
| db00 |  05 5b e4 09 00 48 89 c5 48 85 c0 0f 84 ff 0b 00    00 31 f6 48 8d 3d 14 d9 04 00 e8 a1 7c ff ff 48  | .[...H..H........1.H.=......|..H | 
| db20 |  89 05 42 e4 09 00 48 89 c5 48 85 c0 0f 84 f4 0b    00 00 e8 85 83 ff ff 85 c0 79 15 31 ed 41 bc cc  | ..B...H..H...............y.1.A.. | 
| db40 |  76 00 00 41 bd 01 00 00 00 31 db e9 c3 0c 00 00    0f 57 c0 e8 78 78 ff ff 48 89 05 b1 f2 09 00 48  | v..A.....1.......W..xx..H......H | 
| db60 |  85 c0 74 d7 f2 0f 10 05 cc 23 09 00 e8 5f 78 ff    ff 48 89 05 a0 f2 09 00 48 85 c0 74 be f2 0f 10  | ..t......#..._x..H......H..t.... | 
| db80 |  05 bb 23 09 00 e8 46 78 ff ff 48 89 05 8f f2 09    00 48 85 c0 74 a5 f2 0f 10 05 aa 23 09 00 e8 2d  | ..#...Fx..H......H..t......#...- | 
| dba0 |  78 ff ff 48 89 05 7e f2 09 00 48 85 c0 74 8c 31    ff e8 4a 78 ff ff 48 89 05 73 f2 09 00 48 85 c0  | x..H..~...H..t.1..Jx..H..s...H.. | 
| dbc0 |  0f 84 75 ff ff ff bf 01 00 00 00 e8 30 78 ff ff    48 89 05 61 f2 09 00 48 85 c0 0f 84 5b ff ff ff  | ..u.........0x..H..a...H....[... | 
| dbe0 |  31 d2 31 f6 48 8d 3d d5 d9 04 00 e8 60 7c ff ff    48 89 05 49 f2 09 00 48 85 c0 0f 84 3b ff ff ff  | 1.1.H.=.....`|..H..I...H....;... | 
| dc00 |  48 83 cf ff e8 f7 77 ff ff 48 89 05 38 f2 09 00    48 85 c0 0f 84 22 ff ff ff 83 3d c0 e2 09 00 00  | H.....w..H..8...H...."....=..... | 
| dc20 |  75 13 e8 19 76 ff ff 48 89 c5 48 85 c0 0f 84 09    0b 00 00 eb 36 48 8b 15 5c eb 09 00 48 8b 35 ed  | u...v..H..H.........6H..\...H.5. | 
| dc40 |  eb 09 00 48 8b 3d ce f4 09 00 e8 c1 78 ff ff 85    c0 79 cf 31 ed 41 bc d3 76 00 00 41 bd 01 00 00  | ...H.=......x....y.1.A..v..A.... | 
| dc60 |  00 bb 01 00 00 00 e9 a8 0b 00 00 48 8d 35 dc db    04 00 48 89 c7 e8 16 79 ff ff 48 85 c0 74 1a 48  | ...........H.5....H....y..H..t.H | 
| dc80 |  8b 3d 7a e9 09 00 e8 95 4a 01 00 48 89 05 be f3    09 00 48 85 c0 74 4f eb 35 48 8b 15 78 f4 09 00  | .=z.....J..H......H..tO.5H..x... | 
| dca0 |  48 8d 35 a7 db 04 00 48 89 ef e8 c1 73 ff ff 85    c0 79 cc 45 31 ff 31 ed 41 bc d9 76 00 00 bb 01  | H.5....H....s....y.E1.1.A..v.... | 
| dcc0 |  00 00 00 41 bd 01 00 00 00 e9 45 0b 00 00 48 8b    3d 73 e5 09 00 e8 46 4a 01 00 48 89 05 67 f3 09  | ...A......E...H.=s....FJ..H..g.. | 
| dce0 |  00 48 85 c0 75 18 31 ed 41 bc de 76 00 00 41 bd    01 00 00 00 bb 01 00 00 00 e9 15 0b 00 00 48 8b  | .H..u.1.A..v..A...............H. | 
| dd00 |  3d 2b e5 09 00 e8 16 4a 01 00 48 89 05 2f f3 09    00 48 85 c0 74 d0 48 8b 3d e3 e4 09 00 e8 fe 49  | =+.....J..H../...H..t.H.=......I | 
| dd20 |  01 00 48 89 05 0f f3 09 00 48 85 c0 74 b8 48 8b    3d 8b ed 09 00 e8 e6 49 01 00 48 85 c0 74 a7 48  | ..H......H..t.H.=......I..H..t.H | 
| dd40 |  8b 3d e2 e2 09 00 e8 d5 49 01 00 48 89 05 de f2    09 00 48 85 c0 74 8f 48 8b 3d 12 e3 09 00 e8 bd  | .=......I..H......H..t.H.=...... | 
| dd60 |  49 01 00 48 89 05 be f2 09 00 48 85 c0 0f 84 73    ff ff ff 48 8b 3d c6 e4 09 00 e8 a1 49 01 00 48  | I..H......H....s...H.=......I..H | 
| dd80 |  89 05 9a f2 09 00 48 85 c0 0f 84 57 ff ff ff 48    8b 3d 7a ed 09 00 e8 85 49 01 00 48 85 c0 0f 84  | ......H....W...H.=z.....I..H.... | 
| dda0 |  42 ff ff ff 48 8b 3d 95 e2 09 00 e8 70 49 01 00    48 89 05 61 f2 09 00 48 85 c0 0f 84 26 ff ff ff  | B...H.=.....pI..H..a...H....&... | 
| ddc0 |  48 8b 3d 71 e2 09 00 e8 54 49 01 00 48 89 05 3d    f2 09 00 48 85 c0 0f 84 0a ff ff ff 48 8b 35 1d  | H.=q....TI..H..=...H........H.5. | 
| dde0 |  eb 09 00 bf 01 00 00 00 31 c0 e8 c1 7a ff ff 48    89 05 62 f0 09 00 48 85 c0 75 18 31 ed 41 bc e0  | ........1...z..H..b...H..u.1.A.. | 
| de00 |  76 00 00 41 bd 01 00 00 00 bb 01 00 00 00 e9 00    0a 00 00 48 8b 35 ee ea 09 00 bf 01 00 00 00 31  | v..A...............H.5.........1 | 
| de20 |  c0 e8 8a 7a ff ff 48 89 05 33 f0 09 00 48 85 c0    74 c9 48 8b 35 77 e8 09 00 bf 01 00 00 00 31 c0  | ...z..H..3...H..t.H.5w........1. | 
| de40 |  e8 6b 7a ff ff 48 89 05 1c f0 09 00 48 85 c0 74    aa 48 8b 35 f0 e1 09 00 bf 01 00 00 00 31 c0 e8  | .kz..H......H..t.H.5.........1.. | 
| de60 |  4c 7a ff ff 48 89 05 05 f0 09 00 48 85 c0 74 8b    48 8b 35 31 e5 09 00 bf 01 00 00 00 31 c0 e8 2d  | Lz..H......H..t.H.51........1..- | 
| de80 |  7a ff ff 48 89 05 ee ef 09 00 48 85 c0 0f 84 68    ff ff ff 48 8b 15 9e f1 09 00 48 8b 35 0f e7 09  | z..H......H....h...H......H.5... | 
| dea0 |  00 bf 02 00 00 00 31 c0 e8 03 7a ff ff 48 89 05    cc ef 09 00 48 85 c0 0f 84 3e ff ff ff 48 8b 35  | ......1...z..H......H....>...H.5 | 
| dec0 |  3c e8 09 00 bf 01 00 00 00 31 c0 e8 e0 79 ff ff    48 89 05 b9 ef 09 00 48 85 c0 0f 84 1b ff ff ff  | <........1...y..H......H........ | 
| dee0 |  48 8b 35 a9 ed 09 00 bf 01 00 00 00 31 c0 e8 bd    79 ff ff 48 89 05 9e ef 09 00 48 85 c0 0f 84 f8  | H.5.........1...y..H......H..... | 
| df00 |  fe ff ff 48 8b 35 8e ed 09 00 bf 01 00 00 00 31    c0 e8 9a 79 ff ff 48 89 05 83 ef 09 00 48 85 c0  | ...H.5.........1...y..H......H.. | 
| df20 |  0f 84 d5 fe ff ff 48 8b 35 63 ec 09 00 bf 01 00    00 00 31 c0 e8 77 79 ff ff 48 89 05 68 ef 09 00  | ......H.5c........1..wy..H..h... | 
| df40 |  48 85 c0 0f 84 b2 fe ff ff 48 8b 15 c0 ee 09 00    48 8b 35 09 e6 09 00 bf 02 00 00 00 31 c0 e8 4d  | H........H......H.5.........1..M | 
| df60 |  79 ff ff 48 89 05 46 ef 09 00 48 85 c0 0f 84 88    fe ff ff 48 8b 15 b6 ee 09 00 48 8b 35 57 e6 09  | y..H..F...H........H......H.5W.. | 
| df80 |  00 bf 02 00 00 00 31 c0 e8 23 79 ff ff 48 89 05    24 ef 09 00 48 85 c0 0f 84 5e fe ff ff 4c 8b 25  | ......1..#y..H..$...H....^...L.% | 
| dfa0 |  d4 cf 09 00 bf 03 00 00 00 31 c0 4c 89 e1 4c 89    e2 4c 89 e6 e8 f7 78 ff ff 48 89 05 00 ef 09 00  | .........1.L..L..L....x..H...... | 
| dfc0 |  48 85 c0 0f 84 32 fe ff ff 48 8b 15 60 f0 09 00    48 8b 35 a1 e0 09 00 bf 02 00 00 00 31 c0 e8 cd  | H....2...H..`...H.5.........1... | 
| dfe0 |  78 ff ff 48 89 05 de ee 09 00 48 85 c0 0f 84 08    fe ff ff 48 8b 15 46 ee 09 00 48 8b 35 2f ee 09  | x..H......H........H..F...H.5/.. | 
| e000 |  00 bf 02 00 00 00 31 c0 e8 a3 78 ff ff 48 89 05    bc ee 09 00 48 85 c0 0f 84 de fd ff ff 48 8b 35  | ......1...x..H......H........H.5 | 
| e020 |  84 e2 09 00 bf 01 00 00 00 31 c0 e8 80 78 ff ff    48 89 05 a1 ee 09 00 48 85 c0 0f 84 bb fd ff ff  | .........1...x..H......H........ | 
| e040 |  48 8b 35 69 e2 09 00 bf 01 00 00 00 31 c0 e8 5d    78 ff ff 48 89 05 86 ee 09 00 48 85 c0 0f 84 98  | H.5i........1..]x..H......H..... | 
| e060 |  fd ff ff 48 8b 35 36 e2 09 00 bf 01 00 00 00 31    c0 e8 3a 78 ff ff 48 89 05 6b ee 09 00 48 85 c0  | ...H.56........1..:x..H..k...H.. | 
| e080 |  0f 84 75 fd ff ff 48 8b 35 0b e2 09 00 bf 01 00    00 00 31 c0 e8 17 78 ff ff 48 89 05 50 ee 09 00  | ..u...H.5.........1...x..H..P... | 
| e0a0 |  48 85 c0 0f 84 52 fd ff ff 48 8b 35 a0 e8 09 00    bf 01 00 00 00 31 c0 e8 f4 77 ff ff 48 89 05 35  | H....R...H.5.........1...w..H..5 | 
| e0c0 |  ee 09 00 48 85 c0 0f 84 2f fd ff ff 48 8b 35 bd    e1 09 00 bf 01 00 00 00 31 c0 e8 d1 77 ff ff 48  | ...H..../...H.5.........1...w..H | 
| e0e0 |  89 05 1a ee 09 00 48 85 c0 0f 84 0c fd ff ff 48    8b 35 e2 e8 09 00 bf 01 00 00 00 31 c0 e8 ae 77  | ......H........H.5.........1...w | 
| e100 |  ff ff 48 89 05 ff ed 09 00 48 85 c0 0f 84 e9 fc    ff ff 48 8b 35 b7 e8 09 00 bf 01 00 00 00 31 c0  | ..H......H........H.5.........1. | 
| e120 |  e8 8b 77 ff ff 48 89 05 e4 ed 09 00 48 85 c0 0f    84 c6 fc ff ff 48 8b 35 a4 e8 09 00 bf 01 00 00  | ..w..H......H........H.5........ | 
| e140 |  00 31 c0 e8 68 77 ff ff 48 89 05 c9 ed 09 00 48    85 c0 0f 84 a3 fc ff ff 48 8b 35 c1 de 09 00 bf  | .1..hw..H......H........H.5..... | 
| e160 |  01 00 00 00 31 c0 e8 45 77 ff ff 48 89 05 ae ed    09 00 48 85 c0 0f 84 80 fc ff ff 48 8b 35 e6 de  | ....1..Ew..H......H........H.5.. | 
| e180 |  09 00 bf 01 00 00 00 31 c0 e8 22 77 ff ff 48 89    05 93 ed 09 00 48 85 c0 0f 84 5d fc ff ff 48 8b  | .......1.."w..H......H....]...H. | 
| e1a0 |  35 8b de 09 00 bf 01 00 00 00 31 c0 e8 ff 76 ff    ff 48 89 05 78 ed 09 00 48 85 c0 0f 84 3a fc ff  | 5.........1...v..H..x...H....:.. | 
| e1c0 |  ff 48 8b 35 90 dd 09 00 bf 01 00 00 00 31 c0 e8    dc 76 ff ff 48 89 05 5d ed 09 00 48 85 c0 0f 84  | .H.5.........1...v..H..]...H.... | 
| e1e0 |  17 fc ff ff 48 8b 35 0d e0 09 00 bf 01 00 00 00    31 c0 e8 b9 76 ff ff 48 89 05 42 ed 09 00 48 85  | ....H.5.........1...v..H..B...H. | 
| e200 |  c0 0f 84 f4 fb ff ff 48 8b 35 da e4 09 00 bf 01    00 00 00 31 c0 e8 96 76 ff ff 48 89 05 27 ed 09  | .......H.5.........1...v..H..'.. | 
| e220 |  00 48 85 c0 0f 84 d1 fb ff ff 48 8b 35 9f e5 09    00 bf 01 00 00 00 31 c0 e8 73 76 ff ff 48 89 05  | .H........H.5.........1..sv..H.. | 
| e240 |  0c ed 09 00 48 85 c0 0f 84 ae fb ff ff 48 8b 35    9c e4 09 00 bf 01 00 00 00 31 c0 e8 50 76 ff ff  | ....H........H.5.........1..Pv.. | 
| e260 |  48 89 05 f1 ec 09 00 48 85 c0 0f 84 8b fb ff ff    48 8b 35 09 e6 09 00 bf 01 00 00 00 31 c0 e8 2d  | H......H........H.5.........1..- | 
| e280 |  76 ff ff 48 89 05 d6 ec 09 00 48 85 c0 0f 84 68    fb ff ff 48 8b 35 26 e5 09 00 bf 01 00 00 00 31  | v..H......H....h...H.5&........1 | 
| e2a0 |  c0 e8 0a 76 ff ff 48 89 05 bb ec 09 00 48 85 c0    0f 84 45 fb ff ff 48 8b 35 83 e1 09 00 bf 01 00  | ...v..H......H....E...H.5....... | 
| e2c0 |  00 00 31 c0 e8 e7 75 ff ff 48 89 05 a0 ec 09 00    48 85 c0 0f 84 22 fb ff ff 48 8b 35 d8 e4 09 00  | ..1...u..H......H...."...H.5.... | 
| e2e0 |  bf 01 00 00 00 31 c0 e8 c4 75 ff ff 48 89 05 85    ec 09 00 48 85 c0 0f 84 ff fa ff ff 4c 89 e2 4c  | .....1...u..H......H........L..L | 
| e300 |  89 e6 4c 89 e7 e8 a6 74 ff ff 48 89 05 77 eb 09    00 48 85 c0 0f 84 e1 fa ff ff 48 8b 35 af e0 09  | ..L....t..H..w...H........H.5... | 
| e320 |  00 bf 01 00 00 00 31 c0 e8 83 75 ff ff 48 89 05    4c ec 09 00 48 85 c0 0f 84 be fa ff ff 48 8b 15  | ......1...u..H..L...H........H.. | 
| e340 |  f4 ec 09 00 48 8b 35 fd e0 09 00 bf 02 00 00 00    31 c0 e8 59 75 ff ff 48 89 05 2a ec 09 00 48 85  | ....H.5.........1..Yu..H..*...H. | 
| e360 |  c0 0f 84 94 fa ff ff 48 8b 35 da e0 09 00 bf 01    00 00 00 31 c0 e8 36 75 ff ff 48 89 05 0f ec 09  | .......H.5.........1..6u..H..... | 
| e380 |  00 48 85 c0 0f 84 71 fa ff ff 48 8b 35 f7 ea 09    00 4c 89 e2 bf 02 00 00 00 31 c0 e8 10 75 ff ff  | .H....q...H.5....L.......1...u.. | 
| e3a0 |  48 89 05 f1 eb 09 00 48 85 c0 0f 84 4b fa ff ff    48 8b 35 49 e6 09 00 bf 01 00 00 00 31 c0 e8 ed  | H......H....K...H.5I........1... | 
| e3c0 |  74 ff ff 48 89 05 d6 eb 09 00 48 85 c0 0f 84 28    fa ff ff 48 8b 35 06 df 09 00 bf 01 00 00 00 31  | t..H......H....(...H.5.........1 | 
| e3e0 |  c0 e8 ca 74 ff ff 48 89 05 bb eb 09 00 48 85 c0    0f 84 05 fa ff ff 48 8b 35 0b df 09 00 bf 01 00  | ...t..H......H........H.5....... | 
| e400 |  00 00 31 c0 e8 a7 74 ff ff 48 89 05 a0 eb 09 00    48 85 c0 0f 84 e2 f9 ff ff 48 8b 15 00 ec 09 00  | ..1...t..H......H........H...... | 
| e420 |  48 8b 35 e9 dd 09 00 bf 02 00 00 00 31 c0 e8 7d    74 ff ff 48 89 05 7e eb 09 00 48 85 c0 0f 84 b8  | H.5.........1..}t..H..~...H..... | 
| e440 |  f9 ff ff 48 8b 15 1e cb 09 00 48 8b 35 df e9 09    00 bf 02 00 00 00 31 c0 e8 53 74 ff ff 48 89 05  | ...H......H.5.........1..St..H.. | 
| e460 |  5c eb 09 00 48 85 c0 0f 84 8e f9 ff ff 48 8b 35    6c e9 09 00 bf 01 00 00 00 31 c0 e8 30 74 ff ff  | \...H........H.5l........1..0t.. | 
| e480 |  48 89 05 41 eb 09 00 48 85 c0 0f 84 6b f9 ff ff    48 8b 15 b9 de 09 00 48 8b 35 ba e6 09 00 bf 02  | H..A...H....k...H......H.5...... | 
| e4a0 |  00 00 00 31 c0 e8 06 74 ff ff 48 89 05 1f eb 09    00 48 85 c0 0f 84 41 f9 ff ff ba 03 00 00 00 be  | ...1...t..H......H....A......... | 
| e4c0 |  02 00 00 00 bf 01 00 00 00 4c 8b 05 88 da 09 00    48 8b 0d 89 da 09 00 41 51 4d 89 c1 51 68 b3 12  | .........L......H......AQM..Qh.. | 
| e4e0 |  00 00 ff 35 70 e6 09 00 ff 35 32 e4 09 00 41 50    41 50 50 e8 f4 78 ff ff 48 83 c4 40 48 89 05 e5  | ...5p....52...APAPP..x..H..@H... | 
| e500 |  ea 09 00 48 85 c0 0f 84 ef f8 ff ff 4c 8b 05 45    da 09 00 48 8b 0d 46 da 09 00 57 ba 03 00 00 00  | ...H........L..E...H..F...W..... | 
| e520 |  31 f6 31 ff 51 4d 89 c1 68 cb 12 00 00 ff 35 5d    e0 09 00 ff 35 e7 e3 09 00 41 50 41 50 41 50 e8  | 1.1.QM..h.....5]....5....APAPAP. | 
| e540 |  a8 78 ff ff 48 83 c4 40 48 89 05 a1 ea 09 00 48    85 c0 0f 84 a3 f8 ff ff 48 8b 15 79 e6 09 00 48  | .x..H..@H......H........H..y...H | 
| e560 |  8b 35 1a de 09 00 bf 02 00 00 00 31 c0 e8 3e 73    ff ff 48 89 05 5f ea 09 00 48 85 c0 0f 84 79 f8  | .5.........1..>s..H.._...H....y. | 
| e580 |  ff ff 4c 8b 05 cf d9 09 00 ba 03 00 00 00 bf 01    00 00 00 48 8b 0d c6 d9 09 00 56 be 02 00 00 00  | ..L................H......V..... | 
| e5a0 |  51 4d 89 c1 68 e5 12 00 00 ff 35 c1 e5 09 00 ff    35 6b e3 09 00 41 50 41 50 50 e8 2d 78 ff ff 48  | QM..h.....5.....5k...APAPP.-x..H | 
| e5c0 |  83 c4 40 48 89 05 2e ea 09 00 48 85 c0 0f 84 28    f8 ff ff 48 8b 15 ce e0 09 00 48 8b 35 17 dd 09  | ..@H......H....(...H......H.5... | 
| e5e0 |  00 bf 02 00 00 00 31 c0 e8 c3 72 ff ff 48 89 05    ec e9 09 00 48 85 c0 0f 84 fe f7 ff ff 4c 8b 05  | ......1...r..H......H........L.. | 
| e600 |  54 d9 09 00 48 8b 0d 55 d9 09 00 52 be 02 00 00    00 ba 0f 00 00 00 31 ff 51 4d 89 c1 68 03 13 00  | T...H..U...R..........1.QM..h... | 
| e620 |  00 ff 35 09 e5 09 00 ff 35 f3 e2 09 00 41 50 41    50 50 e8 b5 77 ff ff 48 83 c4 40 48 89 05 be e9  | ..5.....5....APAPP..w..H..@H.... | 
| e640 |  09 00 48 85 c0 0f 84 b0 f7 ff ff 4c 8b 05 06 d9    09 00 48 8b 0d 07 d9 09 00 50 ba 0f 00 00 00 be  | ..H........L......H......P...... | 
| e660 |  02 00 00 00 31 ff 51 4d 89 c1 68 0a 13 00 00 ff    35 3b e4 09 00 ff 35 a5 e2 09 00 41 50 41 50 ff  | ....1.QM..h.....5;....5....APAP. | 
| e680 |  35 5b e9 09 00 e8 62 77 ff ff 48 83 c4 40 48 89    05 73 e9 09 00 48 85 c0 0f 84 5d f7 ff ff e9 b2  | 5[....bw..H..@H..s...H....]..... | 
| e6a0 |  00 00 00 45 31 ff 41 bc 9e 76 00 00 41 bd 01 00    00 00 31 db e9 5a 01 00 00 45 31 ff 41 bc a0 76  | ...E1.A..v..A.....1..Z...E1.A..v | 
| e6c0 |  00 00 41 bd 01 00 00 00 31 db e9 44 01 00 00 45    31 ff 41 bc a1 76 00 00 41 bd 01 00 00 00 31 db  | ..A.....1..D...E1.A..v..A.....1. | 
| e6e0 |  e9 2e 01 00 00 31 ed 41 bc a2 76 00 00 41 bd 01    00 00 00 31 db e9 19 01 00 00 45 31 ff 41 bc b1  | .....1.A..v..A.....1......E1.A.. | 
| e700 |  76 00 00 41 bd 01 00 00 00 31 db e9 03 01 00 00    45 31 ff 41 bc b2 76 00 00 41 bd 01 00 00 00 31  | v..A.....1......E1.A..v..A.....1 | 
| e720 |  db e9 ed 00 00 00 45 31 ff 41 bc b3 76 00 00 41    bd 01 00 00 00 31 db e9 d7 00 00 00 45 31 ff 41  | ......E1.A..v..A.....1......E1.A | 
| e740 |  bc d7 76 00 00 41 bd 01 00 00 00 bb 01 00 00 00    e9 be 00 00 00 48 8d 05 c4 d7 09 00 48 8d 1d 0d  | ..v..A...............H......H... | 
| e760 |  b2 00 00 48 8b 0d 46 cf 09 00 48 89 05 9f e9 09    00 48 8d 05 88 4c 00 00 66 48 0f 6e c3 66 48 0f  | ...H..F...H......H...L..fH.n.fH. | 
| e780 |  6e c8 48 8d 05 27 4f 00 00 48 89 05 a0 d7 09 00    66 0f 6c c1 48 8d 05 c5 cd 09 00 48 89 05 76 d8  | n.H..'O..H......f.l.H......H..v. | 
| e7a0 |  09 00 0f 29 05 77 d7 09 00 48 85 c9 0f 84 52 01    00 00 48 8b 3d c7 ce 09 00 48 8b 71 10 ba 01 00  | ...).w...H....R...H.=....H.q.... | 
| e7c0 |  00 00 4c 8b 05 af cd 09 00 48 39 d6 0f 8e 32 01    00 00 48 8b 44 d1 18 f6 80 a9 00 00 00 02 0f 85  | ..L......H9...2...H.D........... | 
| e7e0 |  d2 00 00 00 48 8b 50 18 48 8b 05 49 c7 09 00 31    ed 48 8d 35 20 b5 04 00 41 bc e5 76 00 00 41 bd  | ....H.P.H..I...1.H.5....A..v..A. | 
| e800 |  01 00 00 00 bb 01 00 00 00 48 8b 38 31 c0 e8 7d    6f ff ff 48 89 ef e8 45 4f 00 00 4c 89 ff e8 3d  | .........H.81..}o..H...EO..L...= | 
| e820 |  4f 00 00 48 83 3d ed e8 09 00 00 74 55 48 83 3d    0b d7 09 00 00 74 1e 80 e3 01 74 19 48 8d 0d 06  | O..H.=.....tUH.=.....t....t.H... | 
| e840 |  cc 04 00 44 89 ea 44 89 e6 48 8d 3d f9 cf 04 00    e8 5b 72 00 00 48 8b 3d bc e8 09 00 48 85 ff 74  | ...D..D..H.=.....[r..H.=....H..t | 
| e860 |  41 48 c7 05 ac e8 09 00 00 00 00 00 48 8b 07 85    c0 78 2f 48 ff c8 48 89 07 75 27 e8 50 69 ff ff  | AH..........H....x/H..H..u'.Pi.. | 
| e880 |  eb 20 e8 99 6c ff ff 48 85 c0 75 16 48 8b 05 25    c7 09 00 48 8d 35 af cf 04 00 48 8b 38 e8 de 69  | ....l..H..u.H..%...H.5....H.8..i | 
| e8a0 |  ff ff 31 c0 48 83 3d 6c e8 09 00 00 0f 94 c0 f7    d8 e9 6a 4a 00 00 48 85 ff 75 41 48 83 b8 20 01  | ..1.H.=l..........jJ..H..uAH.... | 
| e8c0 |  00 00 00 74 37 48 8b 48 18 48 8b 05 68 c6 09 00    4c 89 c2 31 ed 48 8d 35 64 b4 04 00 41 bc e5 76  | ...t7H.H.H..h...L..1.H.5d...A..v | 
| e8e0 |  00 00 41 bd 01 00 00 00 bb 01 00 00 00 48 8b 38    31 c0 e8 99 6e ff ff e9 17 ff ff ff 48 ff c2 e9  | ..A..........H.81...n.......H... | 
| e900 |  c5 fe ff ff e8 27 69 ff ff 48 8d 3d 50 cc 09 00    48 81 0d ed cc 09 00 00 03 00 00 89 c5 e8 be 6a  | .....'i..H.=P...H..............j | 
| e920 |  ff ff 48 81 25 db cc 09 00 ff fd ff ff 89 c3 85    ed 74 05 e8 58 6d ff ff 85 db 79 18 31 ed 41 bc  | ..H.%............t..Xm....y.1.A. | 
| e940 |  e5 76 00 00 41 bd 01 00 00 00 bb 01 00 00 00 e9    bf fe ff ff 48 8b 3d b5 e7 09 00 31 d2 31 f6 48  | .v..A...............H.=....1.1.H | 
| e960 |  8b 1d b2 d6 09 00 e8 f5 6d ff ff 48 89 c5 48 85    c0 74 35 48 8b bb 08 01 00 00 48 8b 35 87 e0 09  | ........m..H..H..t5H......H.5... | 
| e980 |  00 48 89 c2 e8 77 6d ff ff 85 c0 78 1b 48 8b 45    00 85 c0 78 33 48 ff c8 48 89 45 00 75 2a 48 89  | .H...wm....x.H.E...x3H..H.E.u*H. | 
| e9a0 |  ef e8 2a 68 ff ff eb 20 48 89 ef 41 bc e5 76 00    00 31 ed 41 bd 01 00 00 00 e8 a2 4d 00 00 bb 01  | ..*h....H..A..v..1.A.......M.... | 
| e9c0 |  00 00 00 e9 4b fe ff ff 48 8b 1d 49 d6 09 00 45    31 f6 4c 8b ab 50 01 00 00 48 8b ab 00 01 00 00  | ....K...H..I...E1.L..P...H...... | 
| e9e0 |  41 8d 7e 01 48 85 ed 74 0c 48 8b ad 00 01 00 00    4c 63 f7 eb eb 48 63 ff 48 c1 e7 03 e8 bf 6b ff  | A.~.H..t.H......Lc...Hc.H.....k. | 
| ea00 |  ff 48 c7 00 ff ff ff ff 49 89 c4 4a 8d 04 f0 41    be 01 00 00 00 48 89 44 24 08 44 89 74 24 14 4d  | .H......I..J...A.....H.D$.D.t$.M | 
| ea20 |  3b 75 10 0f 8d db 00 00 00 4b 8b 44 f5 18 48 8b    b8 08 01 00 00 e8 96 ed ff ff 48 89 c6 48 85 c0  | ;u.......K.D..H...........H..H.. | 
| ea40 |  75 05 49 ff c6 eb d3 4c 8b 83 00 01 00 00 4c 89    e2 48 3b 54 24 08 74 ea 48 83 3a ff 75 35 49 8b  | u.I....L......L..H;T$.t.H.:.u5I. | 
| ea60 |  b8 08 01 00 00 48 89 74 24 28 48 89 54 24 20 4c    89 44 24 18 e8 57 ed ff ff 48 8b 54 24 20 48 8b  | .....H.t$(H.T$.L.D$..W...H.T$.H. | 
| ea80 |  74 24 28 4c 8b 44 24 18 48 89 02 48 c7 42 08 ff    ff ff ff 48 8b 02 48 39 c6 74 a7 48 83 c2 08 48  | t$(L.D$.H..H.B.....H..H9.t.H...H | 
| eaa0 |  85 c0 75 54 4c 63 74 24 14 48 8d 35 40 b3 04 00    45 31 ff 31 ed 4b 8b 44 f5 18 41 bd 01 00 00 00  | ..uTLct$.H.5@...E1.1.K.D..A..... | 
| eac0 |  48 8b 48 18 48 8b 83 00 01 00 00 bb 01 00 00 00    48 8b 50 18 48 8b 05 5d c4 09 00 48 8b 38 31 c0  | H.H.H...........H.P.H..]...H.81. | 
| eae0 |  e8 ab 6c ff ff 4c 89 e7 41 bc e5 76 00 00 e8 8d    65 ff ff e9 1b fd ff ff 4d 8b 80 00 01 00 00 e9  | ..l..L..A..v....e.......M....... | 
| eb00 |  4d ff ff ff e8 37 69 ff ff 4c 89 e7 e8 6f 65 ff    ff 48 8b 15 00 d5 09 00 48 8b 35 61 d5 09 00 48  | M....7i..L...oe..H......H.5a...H | 
| eb20 |  8b 3d f2 e5 09 00 e8 e5 69 ff ff 85 c0 0f 88 09    fe ff ff 48 8d 3d 52 ca 04 00 e8 01 6a ff ff 49  | .=......i..........H.=R.....j..I | 
| eb40 |  89 c4 48 85 c0 0f 84 ed 04 00 00 41 b8 01 00 00    00 b9 98 03 00 00 48 89 c7 48 8d 15 7a ca 04 00  | ..H........A..........H..H..z... | 
| eb60 |  48 8d 35 25 ca 04 00 e8 7b 71 ff ff 48 89 05 fd    d3 09 00 48 85 c0 0f 84 bf 04 00 00 49 8b 04 24  | H.5%....{q..H......H........I..$ | 
| eb80 |  85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7    e8 3b 66 ff ff 48 8d 3d f0 c9 04 00 e8 9f 69 ff  | ..x.H..I..$u.L...;f..H.=......i. | 
| eba0 |  ff 49 89 c4 48 85 c0 0f 84 8b 04 00 00 41 b8 01    00 00 00 b9 20 00 00 00 48 89 c7 48 8d 15 3e cb  | .I..H........A..........H..H..>. | 
| ebc0 |  04 00 48 8d 35 c3 c9 04 00 e8 19 71 ff ff 48 89    05 a3 d3 09 00 48 85 c0 0f 84 5d 04 00 00 49 8b  | ..H.5......q..H......H....]...I. | 
| ebe0 |  04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c    89 e7 e8 d9 65 ff ff 48 8d 3d 8e c9 04 00 e8 3d  | .$..x.H..I..$u.L....e..H.=.....= | 
| ec00 |  69 ff ff 49 89 c4 48 85 c0 0f 84 29 04 00 00 41    b8 01 00 00 00 b9 20 00 00 00 48 89 c7 48 8d 15  | i..I..H....)...A..........H..H.. | 
| ec20 |  a7 c9 04 00 48 8d 35 61 c9 04 00 e8 b7 70 ff ff    48 89 05 49 d3 09 00 48 85 c0 0f 84 fb 03 00 00  | ....H.5a.....p..H..I...H........ | 
| ec40 |  49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75    08 4c 89 e7 e8 77 65 ff ff 48 8d 3d 73 c9 04 00  | I..$..x.H..I..$u.L...we..H.=s... | 
| ec60 |  e8 db 68 ff ff 49 89 c4 48 85 c0 0f 84 c7 03 00    00 41 b8 02 00 00 00 b9 60 00 00 00 48 89 c7 48  | ..h..I..H........A......`...H..H | 
| ec80 |  8d 15 53 c9 04 00 48 8d 35 46 c9 04 00 e8 55 70    ff ff 48 89 05 ef d2 09 00 48 85 c0 0f 84 99 03  | ..S...H.5F....Up..H......H...... | 
| eca0 |  00 00 41 b8 02 00 00 00 b9 48 0a 00 00 4c 89 e7    48 8d 15 28 c9 04 00 48 8d 35 15 c9 04 00 e8 24  | ..A......H...L..H..(...H.5.....$ | 
| ecc0 |  70 ff ff 48 89 05 c6 d2 09 00 48 85 c0 0f 84 68    03 00 00 41 b8 02 00 00 00 b9 30 02 00 00 4c 89  | p..H......H....h...A......0...L. | 
| ece0 |  e7 48 8d 15 00 c9 04 00 48 8d 35 e4 c8 04 00 e8    f3 6f ff ff 48 89 05 9d d2 09 00 48 85 c0 0f 84  | .H......H.5......o..H......H.... | 
| ed00 |  37 03 00 00 41 b8 02 00 00 00 b9 50 00 00 00 4c    89 e7 48 8d 15 d9 c8 04 00 48 8d 35 b3 c8 04 00  | 7...A......P...L..H......H.5.... | 
| ed20 |  e8 c2 6f ff ff 48 89 05 74 d2 09 00 48 85 c0 0f    84 06 03 00 00 41 b8 01 00 00 00 b9 10 00 00 00  | ..o..H..t...H........A.......... | 
| ed40 |  4c 89 e7 48 8d 15 b0 c8 04 00 48 8d 35 82 c8 04    00 e8 91 6f ff ff 48 89 05 4b d2 09 00 48 85 c0  | L..H......H.5......o..H..K...H.. | 
| ed60 |  0f 84 d5 02 00 00 41 b8 01 00 00 00 b9 10 00 00    00 4c 89 e7 48 8d 15 87 c8 04 00 48 8d 35 51 c8  | ......A..........L..H......H.5Q. | 
| ed80 |  04 00 e8 60 6f ff ff 48 89 05 22 d2 09 00 48 85    c0 0f 84 a4 02 00 00 41 b8 01 00 00 00 b9 10 00  | ...`o..H.."...H........A........ | 
| eda0 |  00 00 4c 89 e7 48 8d 15 65 c8 04 00 48 8d 35 20    c8 04 00 e8 2f 6f ff ff 48 89 05 f9 d1 09 00 48  | ..L..H..e...H.5...../o..H......H | 
| edc0 |  85 c0 0f 84 73 02 00 00 41 b8 01 00 00 00 b9 10    00 00 00 4c 89 e7 48 8d 15 2e c8 04 00 48 8d 35  | ....s...A..........L..H......H.5 | 
| ede0 |  ef c7 04 00 e8 fe 6e ff ff 48 89 05 d0 d1 09 00    48 85 c0 0f 84 42 02 00 00 41 b8 01 00 00 00 b9  | ......n..H......H....B...A...... | 
| ee00 |  10 00 00 00 4c 89 e7 48 8d 15 fb c7 04 00 48 8d    35 be c7 04 00 e8 cd 6e ff ff 48 89 05 a7 d1 09  | ....L..H......H.5......n..H..... | 
| ee20 |  00 48 85 c0 0f 84 11 02 00 00 41 b8 01 00 00 00    b9 10 00 00 00 4c 89 e7 48 8d 15 da c7 04 00 48  | .H........A..........L..H......H | 
| ee40 |  8d 35 8d c7 04 00 e8 9c 6e ff ff 48 89 05 7e d1    09 00 48 85 c0 0f 84 e0 01 00 00 41 b8 01 00 00  | .5......n..H..~...H........A.... | 
| ee60 |  00 b9 10 00 00 00 4c 89 e7 48 8d 15 b8 c7 04 00    48 8d 35 5c c7 04 00 e8 6b 6e ff ff 48 89 05 55  | ......L..H......H.5\....kn..H..U | 
| ee80 |  d1 09 00 48 85 c0 0f 84 af 01 00 00 41 b8 01 00    00 00 b9 10 00 00 00 4c 89 e7 48 8d 15 80 c7 04  | ...H........A..........L..H..... | 
| eea0 |  00 48 8d 35 2b c7 04 00 e8 3a 6e ff ff 48 89 05    2c d1 09 00 48 85 c0 0f 84 7e 01 00 00 41 b8 01  | .H.5+....:n..H..,...H....~...A.. | 
| eec0 |  00 00 00 b9 10 00 00 00 4c 89 e7 48 8d 15 5f c7    04 00 48 8d 35 fa c6 04 00 e8 09 6e ff ff 48 89  | ........L..H.._...H.5......n..H. | 
| eee0 |  05 03 d1 09 00 48 85 c0 0f 84 4d 01 00 00 41 b8    01 00 00 00 b9 10 00 00 00 4c 89 e7 48 8d 15 37  | .....H....M...A..........L..H..7 | 
| ef00 |  c7 04 00 48 8d 35 c9 c6 04 00 e8 d8 6d ff ff 48    89 05 da d0 09 00 48 85 c0 0f 84 1c 01 00 00 41  | ...H.5......m..H......H........A | 
| ef20 |  b8 02 00 00 00 b9 d8 00 00 00 4c 89 e7 48 8d 15    10 c7 04 00 48 8d 35 98 c6 04 00 e8 a7 6d ff ff  | ..........L..H......H.5......m.. | 
| ef40 |  48 89 05 b1 d0 09 00 48 85 c0 0f 84 eb 00 00 00    49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75  | H......H........I..$..x.H..I..$u | 
| ef60 |  08 4c 89 e7 e8 67 62 ff ff 48 8d 3d da c6 04 00    e8 cb 65 ff ff 49 89 c4 48 85 c0 0f 84 ba 00 00  | .L...gb..H.=......e..I..H....... | 
| ef80 |  00 41 b8 01 00 00 00 b9 60 00 00 00 48 89 c7 48    8d 15 56 c5 04 00 48 8d 35 ad c6 04 00 e8 45 6d  | .A......`...H..H..V...H.5.....Em | 
| efa0 |  ff ff 48 89 05 57 d0 09 00 48 85 c0 0f 84 89 00    00 00 41 b8 01 00 00 00 b9 40 00 00 00 4c 89 e7  | ..H..W...H........A......@...L.. | 
| efc0 |  48 8d 15 9e c6 04 00 48 8d 35 7c c6 04 00 e8 14    6d ff ff 48 89 05 2e d0 09 00 48 85 c0 74 5c 48  | H......H.5|.....m..H......H..t\H | 
| efe0 |  8b b8 08 01 00 00 e8 e5 e7 ff ff 48 85 c0 74 4b    41 b8 01 00 00 00 b9 10 00 00 00 4c 89 e7 48 8d  | ...........H..tKA..........L..H. | 
| f000 |  15 6d c6 04 00 48 8d 35 3e c6 04 00 e8 d6 6c ff    ff 48 89 05 f8 cf 09 00 48 85 c0 74 1e 49 8b 04  | .m...H.5>.....l..H......H..t.I.. | 
| f020 |  24 85 c0 78 37 48 ff c8 49 89 04 24 75 2e 4c 89    e7 e8 9a 61 ff ff eb 24 45 31 e4 4c 89 e7 45 31  | $..x7H..I..$u.L....a...$E1.L..E1 | 
| f040 |  ff bb 01 00 00 00 41 bc e6 76 00 00 e8 0f 47 00    00 41 bd 01 00 00 00 e9 b7 f7 ff ff 48 8d 3d 20  | ......A..v....G..A..........H.=. | 
| f060 |  c6 04 00 e8 d8 64 ff ff 49 89 c4 48 85 c0 74 7e    48 8d 0d 21 c6 04 00 48 8d 15 32 e0 09 00 48 89  | .....d..I..H..t~H..!...H..2...H. | 
| f080 |  c7 48 8d 35 1e c6 04 00 e8 ec 68 ff ff 85 c0 78    5d 48 8d 0d 00 c6 04 00 48 8d 15 09 e0 09 00 4c  | .H.5......h....x]H......H......L | 
| f0a0 |  89 e7 48 8d 35 f6 c5 04 00 e8 cb 68 ff ff 85 c0    78 3c 48 8d 0d fd c5 04 00 48 8d 15 e0 df 09 00  | ..H.5......h....x<H......H...... | 
| f0c0 |  4c 89 e7 48 8d 35 f5 c5 04 00 e8 aa 68 ff ff 85    c0 78 1b 49 8b 04 24 85 c0 78 34 48 ff c8 49 89  | L..H.5......h....x.I..$..x4H..I. | 
| f0e0 |  04 24 75 2b 4c 89 e7 e8 e4 60 ff ff eb 21 4c 89    e7 45 31 ff bb 01 00 00 00 41 bc e7 76 00 00 e8  | .$u+L....`...!L..E1......A..v... | 
| f100 |  5c 46 00 00 41 bd 01 00 00 00 e9 04 f7 ff ff 48    8d 3d 1a ad 04 00 e8 25 64 ff ff 49 89 c4 48 85  | \F..A..........H.=.....%d..I..H. | 
| f120 |  c0 0f 84 da 02 00 00 48 8d 0d 22 ad 04 00 48 8d    15 c3 df 09 00 48 89 c7 48 8d 35 88 c5 04 00 e8  | .......H.."...H......H..H.5..... | 
| f140 |  2f 69 ff ff 85 c0 0f 88 b8 02 00 00 48 8d 0d fd    ac 04 00 48 8d 15 96 df 09 00 4c 89 e7 48 8d 35  | /i..........H......H......L..H.5 | 
| f160 |  70 c5 04 00 e8 0a 69 ff ff 85 c0 0f 88 93 02 00    00 48 8d 0d d8 ac 04 00 48 8d 15 69 df 09 00 4c  | p.....i..........H......H..i...L | 
| f180 |  89 e7 48 8d 35 58 c5 04 00 e8 e5 68 ff ff 85 c0    0f 88 6e 02 00 00 48 8d 0d b3 ac 04 00 48 8d 15  | ..H.5X.....h......n...H......H.. | 
| f1a0 |  3c df 09 00 4c 89 e7 48 8d 35 40 c5 04 00 e8 c0    68 ff ff 85 c0 0f 88 49 02 00 00 48 8d 0d 8e ac  | <...L..H.5@.....h......I...H.... | 
| f1c0 |  04 00 48 8d 15 0f df 09 00 4c 89 e7 48 8d 35 27    c5 04 00 e8 9b 68 ff ff 85 c0 0f 88 24 02 00 00  | ..H......L..H.5'.....h......$... | 
| f1e0 |  48 8d 0d 69 ac 04 00 48 8d 15 e2 de 09 00 4c 89    e7 48 8d 35 0d c5 04 00 e8 76 68 ff ff 85 c0 0f  | H..i...H......L..H.5.....vh..... | 
| f200 |  88 ff 01 00 00 48 8d 0d 44 ac 04 00 48 8d 15 b5    de 09 00 4c 89 e7 48 8d 35 f4 c4 04 00 e8 51 68  | .....H..D...H......L..H.5.....Qh | 
| f220 |  ff ff 85 c0 0f 88 da 01 00 00 48 8d 0d 1f ac 04    00 48 8d 15 88 de 09 00 4c 89 e7 48 8d 35 db c4  | ..........H......H......L..H.5.. | 
| f240 |  04 00 e8 2c 68 ff ff 85 c0 0f 88 b5 01 00 00 48    8d 0d fa ab 04 00 48 8d 15 5b de 09 00 4c 89 e7  | ...,h..........H......H..[...L.. | 
| f260 |  48 8d 35 c2 c4 04 00 e8 07 68 ff ff 85 c0 0f 88    90 01 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49  | H.5......h..........I..$..x.H..I | 
| f280 |  89 04 24 75 08 4c 89 e7 e8 43 5f ff ff 48 8d 3d    ef c3 04 00 e8 a7 62 ff ff 49 89 c4 48 85 c0 0f  | ..$u.L...C_..H.=......b..I..H... | 
| f2a0 |  84 5c 01 00 00 48 8d 0d fc ab 04 00 48 8d 15 e5    dd 09 00 48 89 c7 48 8d 35 77 c4 04 00 e8 b1 67  | .\...H......H......H..H.5w.....g | 
| f2c0 |  ff ff 85 c0 0f 88 3a 01 00 00 48 8d 0d 27 ac 04    00 48 8d 15 b8 dd 09 00 4c 89 e7 48 8d 35 63 c4  | ......:...H..'...H......L..H.5c. | 
| f2e0 |  04 00 e8 8c 67 ff ff 85 c0 0f 88 15 01 00 00 48    8d 0d 66 c4 04 00 48 8d 15 8b dd 09 00 4c 89 e7  | ....g..........H..f...H......L.. | 
| f300 |  48 8d 35 71 c4 04 00 e8 67 67 ff ff 85 c0 0f 88    f0 00 00 00 48 8d 0d 35 ac 04 00 48 8d 15 5e dd  | H.5q....gg..........H..5...H..^. | 
| f320 |  09 00 4c 89 e7 48 8d 35 56 c4 04 00 e8 42 67 ff    ff 85 c0 0f 88 cb 00 00 00 48 8d 0d 58 ac 04 00  | ..L..H.5V....Bg..........H..X... | 
| f340 |  48 8d 15 31 dd 09 00 4c 89 e7 48 8d 35 3d c4 04    00 e8 1d 67 ff ff 85 c0 0f 88 a6 00 00 00 48 8d  | H..1...L..H.5=.....g..........H. | 
| f360 |  0d 5b ac 04 00 48 8d 15 04 dd 09 00 4c 89 e7 48    8d 35 2e c4 04 00 e8 f8 66 ff ff 85 c0 0f 88 81  | .[...H......L..H.5......f....... | 
| f380 |  00 00 00 48 8d 0d 56 ad 04 00 48 8d 15 d7 dc 09    00 4c 89 e7 48 8d 35 0e c4 04 00 e8 d3 66 ff ff  | ...H..V...H......L..H.5......f.. | 
| f3a0 |  85 c0 78 60 48 8d 0d 4d ae 04 00 48 8d 15 ae dc    09 00 4c 89 e7 48 8d 35 f2 c3 04 00 e8 b2 66 ff  | ..x`H..M...H......L..H.5......f. | 
| f3c0 |  ff 85 c0 78 3f 48 8d 0d 2c ae 04 00 48 8d 15 85    dc 09 00 4c 89 e7 48 8d 35 e2 c3 04 00 e8 91 66  | ...x?H..,...H......L..H.5......f | 
| f3e0 |  ff ff 85 c0 78 1e 49 8b 04 24 85 c0 78 37 48 ff    c8 49 89 04 24 75 2e 4c 89 e7 e8 d1 5d ff ff eb  | ....x.I..$..x7H..I..$u.L....]... | 
| f400 |  24 45 31 e4 4c 89 e7 45 31 ff bb 01 00 00 00 41    bc e8 76 00 00 e8 46 43 00 00 41 bd 01 00 00 00  | $E1.L..E1......A..v...FC..A..... | 
| f420 |  e9 ee f3 ff ff 48 8b 3d 0c d5 09 00 e8 0d e4 ff    ff 49 89 c7 48 85 c0 0f 84 36 2e 00 00 48 8b 35  | .....H.=.........I..H....6...H.5 | 
| f440 |  f4 d4 09 00 48 8b 3d f5 ca 09 00 48 89 c2 e8 ad    62 ff ff 85 c0 0f 88 30 2e 00 00 49 8b 07 85 c0  | ....H.=....H....b......0...I.... | 
| f460 |  78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 5e 5d    ff ff 48 8b 3d 37 d9 09 00 e8 c0 e3 ff ff 49 89  | x.H..I..u.L...^]..H.=7........I. | 
| f480 |  c7 48 85 c0 0f 84 1d 2e 00 00 48 8b 35 1f d9 09    00 48 8b 3d a8 ca 09 00 48 89 c2 e8 60 62 ff ff  | .H........H.5....H.=....H...`b.. | 
| f4a0 |  85 c0 0f 88 17 2e 00 00 49 8b 07 85 c0 78 10 48    ff c8 49 89 07 75 08 4c 89 ff e8 11 5d ff ff bf  | ........I....x.H..I..u.L....]... | 
| f4c0 |  01 00 00 00 e8 97 5b ff ff 49 89 c4 48 85 c0 0f    84 06 2e 00 00 48 8b 15 2c cd 09 00 8b 02 ff c0  | ......[..I..H........H..,....... | 
| f4e0 |  74 02 89 02 48 8b 15 1d cd 09 00 49 8b 44 24 18    4c 89 e6 48 89 10 48 8b 3d 23 cf 09 00 31 d2 e8  | t...H......I.D$.L..H..H.=#...1.. | 
| f500 |  2c 53 00 00 49 89 c7 48 85 c0 0f 84 e6 2d 00 00    49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75  | ,S..I..H.....-..I..$..x.H..I..$u | 
| f520 |  08 4c 89 e7 e8 a7 5c ff ff 48 8b 35 d8 cc 09 00    4c 89 ff e8 28 64 00 00 49 89 c4 48 85 c0 0f 84  | .L....\..H.5....L...(d..I..H.... | 
| f540 |  cb 2d 00 00 48 8b 35 bd cc 09 00 48 8b 3d ee c9    09 00 48 89 c2 e8 a6 61 ff ff 85 c0 0f 88 c5 2d  | .-..H.5....H.=....H....a.......- | 
| f560 |  00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04    24 75 08 4c 89 e7 e8 55 5c ff ff 49 8b 07 85 c0  | ..I..$..x.H..I..$u.L...U\..I.... | 
| f580 |  78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 3e 5c    ff ff 48 8b 3d 5f d3 09 00 e8 a0 e2 ff ff 49 89  | x.H..I..u.L...>\..H.=_........I. | 
| f5a0 |  c7 48 85 c0 0f 84 96 2d 00 00 48 8b 35 2f d3 09    00 48 8b 3d 88 c9 09 00 48 89 c2 e8 40 61 ff ff  | .H.....-..H.5/...H.=....H...@a.. | 
| f5c0 |  85 c0 0f 88 90 2d 00 00 49 8b 07 85 c0 78 10 48    ff c8 49 89 07 75 08 4c 89 ff e8 f1 5b ff ff bf  | .....-..I....x.H..I..u.L....[... | 
| f5e0 |  01 00 00 00 e8 77 5a ff ff 49 89 c7 48 85 c0 0f    84 79 2d 00 00 48 8b 15 5c ca 09 00 8b 02 ff c0  | .....wZ..I..H....y-..H..\....... | 
| f600 |  74 02 89 02 48 8b 15 4d ca 09 00 49 8b 47 18 4c    89 fe 48 89 10 48 8b 3d bc d1 09 00 ba 01 00 00  | t...H..M...I.G.L..H..H.=........ | 
| f620 |  00 e8 0a 52 00 00 49 89 c4 48 85 c0 0f 84 54 2d    00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75  | ...R..I..H....T-..I....x.H..I..u | 
| f640 |  08 4c 89 ff e8 87 5b ff ff 48 8b 35 08 ca 09 00    4c 89 e7 e8 08 63 00 00 49 89 c7 48 85 c0 0f 84  | .L....[..H.5....L....c..I..H.... | 
| f660 |  3a 2d 00 00 48 8b 35 e5 c9 09 00 48 8b 3d ce c8    09 00 48 89 c2 e8 86 60 ff ff 85 c0 0f 88 35 2d  | :-..H.5....H.=....H....`......5- | 
| f680 |  00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75    08 4c 89 ff e8 37 5b ff ff 49 8b 04 24 85 c0 78  | ..I....x.H..I..u.L...7[..I..$..x | 
| f6a0 |  11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 1e 5b    ff ff 48 c7 44 24 38 00 00 00 00 48 c7 44 24 40  | .H..I..$u.L....[..H.D$8....H.D$@ | 
| f6c0 |  00 00 00 00 48 c7 44 24 48 00 00 00 00 48 c7 44    24 50 00 00 00 00 48 c7 44 24 58 00 00 00 00 48  | ....H.D$H....H.D$P....H.D$X....H | 
| f6e0 |  c7 44 24 60 00 00 00 00 e8 e3 59 ff ff 48 8d 4c    24 48 48 8d 54 24 40 48 8b 78 68 48 8d 74 24 38  | .D$`......Y..H.L$HH.T$@H.xhH.t$8 | 
| f700 |  49 89 c5 e8 28 4a 00 00 48 8d 3d c7 c0 04 00 e8    2c 5e ff ff 49 89 c6 48 85 c0 0f 84 d1 01 00 00  | I...(J..H.=.....,^..I..H........ | 
| f720 |  48 8d 35 cc c0 04 00 48 89 c7 e8 41 5a ff ff 49    89 c4 49 8b 06 85 c0 78 10 48 ff c8 49 89 06 75  | H.5....H...AZ..I..I....x.H..I..u | 
| f740 |  08 4c 89 f7 e8 87 5a ff ff 4d 85 e4 0f 84 9f 01    00 00 48 8b 05 57 b8 09 00 49 39 44 24 08 74 3c  | .L....Z..M........H..W...I9D$.t< | 
| f760 |  48 8b 05 b1 b7 09 00 48 8d 35 aa ab 04 00 48 8b    38 e8 0a 5b ff ff 49 8b 04 24 85 c0 0f 88 6f 01  | H......H.5....H.8..[..I..$....o. | 
| f780 |  00 00 48 ff c8 49 89 04 24 0f 85 62 01 00 00 4c    89 e7 e8 39 5a ff ff e9 55 01 00 00 31 f6 4c 89  | ..H..I..$..b...L...9Z...U...1.L. | 
| f7a0 |  e7 e8 fa 5f ff ff 48 89 05 73 d9 09 00 49 8b 04    24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89  | ..._..H..s...I..$..x.H..I..$u.L. | 
| f7c0 |  e7 e8 0a 5a ff ff 48 8b 05 53 d9 09 00 48 85 c0    75 1b 48 8b 05 3f b7 09 00 48 8d 35 1e c0 04 00  | ...Z..H..S...H..u.H..?...H.5.... | 
| f7e0 |  48 8b 38 e8 98 5a ff ff e9 04 01 00 00 ff 10 3d    09 00 00 01 48 8b 05 25 d9 09 00 74 26 ff 10 ba  | H.8..Z.........=....H..%...t&... | 
| f800 |  09 00 00 01 48 8d 35 35 ab 04 00 89 c1 48 8b 05    04 b7 09 00 48 8b 38 31 c0 e8 72 5f ff ff e9 ce  | ....H.55.....H......H.81..r_.... | 
| f820 |  00 00 00 ff 90 98 06 00 00 83 f8 0c 48 8b 05 ed    d8 09 00 77 2a ff 90 98 06 00 00 ba 0d 00 00 00  | ............H......w*........... | 
| f840 |  48 8d 35 49 ab 04 00 89 c1 48 8b 05 c8 b6 09 00    48 8b 38 31 c0 e8 36 5f ff ff e9 92 00 00 00 ff  | H.5I.....H......H.81..6_........ | 
| f860 |  90 90 06 00 00 89 c3 85 c0 75 18 48 8b 05 a6 b6    09 00 48 8d 35 3f ac 04 00 48 8b 38 e8 ff 59 ff  | .........u.H......H.5?...H.8..Y. | 
| f880 |  ff eb 6e 83 f8 01 74 18 48 8b 05 89 b6 09 00 48    8d 35 52 ac 04 00 48 8b 38 e8 e2 59 ff ff eb 51  | ..n...t.H......H.5R...H.8..Y...Q | 
| f8a0 |  48 8b 7c 24 38 e8 b6 3e 00 00 48 8b 7c 24 40 48    c7 44 24 38 00 00 00 00 e8 a3 3e 00 00 48 8b 7c  | H.|$8..>..H.|$@H.D$8......>..H.| | 
| f8c0 |  24 48 48 c7 44 24 40 00 00 00 00 e8 90 3e 00 00    48 8b 05 d9 d7 09 00 f2 0f 10 00 e8 f0 5a ff ff  | $HH.D$@......>..H............Z.. | 
| f8e0 |  49 89 c7 48 85 c0 0f 84 e4 2a 00 00 e9 cd 02 00    00 48 8b 05 28 b6 09 00 4c 8b 30 49 8b 45 60 48  | I..H.....*.......H..(...L.0I.E`H | 
| f900 |  85 c0 75 11 41 bc 5a 1b 00 00 41 be d6 03 00 00    e9 3a 02 00 00 4c 8b 60 08 4d 39 e6 75 41 48 8d  | ..u.A.Z...A......:...L.`.M9.uAH. | 
| f920 |  0d f4 be 04 00 ba d6 03 00 00 be 5a 1b 00 00 48    8d 3d 00 bf 04 00 e8 75 61 00 00 48 8d 4c 24 60  | ...........Z...H.=.....ua..H.L$` | 
| f940 |  48 8d 54 24 58 4c 89 ef 48 8d 74 24 50 e8 ee 59    00 00 85 c0 0f 88 db 01 00 00 e9 8a 01 00 00 49  | H.T$XL..H.t$P..Y...............I | 
| f960 |  8b 46 08 48 8b 80 a8 00 00 00 0f ba e0 1a 0f 83    df 00 00 00 49 8b 5e 10 31 c0 48 39 c3 7e 0c 4d  | .F.H................I.^.1.H9.~.M | 
| f980 |  3b 64 c6 18 74 98 48 ff c0 eb ef 45 31 ff 4c 39    fb 0f 8e 6d ff ff ff 4b 8b 74 fe 18 49 39 f4 0f  | ;d..t.H....E1.L9...m...K.t..I9.. | 
| f9a0 |  84 79 ff ff ff 49 8b 44 24 08 f6 80 ab 00 00 00    80 0f 84 8a 00 00 00 41 f6 84 24 ab 00 00 00 40  | .y...I.D$..............A..$....@ | 
| f9c0 |  74 7f 48 8b 46 08 48 8b 80 a8 00 00 00 0f ba e0    1f 73 5e f6 86 ab 00 00 00 40 74 55 49 8b 94 24  | t.H.F.H..........s^......@tUI..$ | 
| f9e0 |  58 01 00 00 48 85 d2 74 1b 48 8b 4a 10 31 c0 48    39 c1 7e 35 48 3b 74 c2 18 0f 84 1f ff ff ff 48  | X...H..t.H.J.1.H9.~5H;t........H | 
| fa00 |  ff c0 eb eb 4c 89 e0 48 8b 80 00 01 00 00 48 39    c6 0f 84 07 ff ff ff 48 85 c0 75 eb 48 3b 35 7d  | ....L..H......H9.......H..u.H;5} | 
| fa20 |  b5 09 00 0f 84 f5 fe ff ff 49 ff c7 e9 5d ff ff    ff 0f ba e0 1a 73 0a 4c 89 e7 e8 91 49 00 00 eb  | .........I...].......s.L....I... | 
| fa40 |  08 4c 89 e7 e8 27 58 ff ff 85 c0 0f 85 cd fe ff    ff eb d6 49 8b 54 24 08 f6 82 ab 00 00 00 80 74  | .L...'X............I.T$........t | 
| fa60 |  70 41 f6 84 24 ab 00 00 00 40 74 65 0f ba e0 1f    73 5f 41 f6 86 ab 00 00 00 40 74 55 49 8b 94 24  | pA..$....@te....s_A......@tUI..$ | 
| fa80 |  58 01 00 00 48 85 d2 74 24 48 8b 4a 10 31 c0 48    39 c1 0f 8e 6c fe ff ff 4c 3b 74 c2 18 0f 84 7b  | X...H..t$H.J.1.H9...l...L;t....{ | 
| faa0 |  fe ff ff 48 ff c0 eb e7 4d 85 e4 74 12 4d 8b a4    24 00 01 00 00 4d 39 e6 75 ee e9 5f fe ff ff 4c  | ...H....M..t.M..$....M9.u.._...L | 
| fac0 |  3b 35 da b4 09 00 0f 84 52 fe ff ff e9 33 fe ff    ff 4c 89 f6 4c 89 e7 e8 94 57 ff ff 85 c0 0f 85  | ;5......R....3...L..L....W...... | 
| fae0 |  3a fe ff ff e9 1b fe ff ff 48 8b 35 68 d3 09 00    48 8b 3d 19 d5 09 00 31 d2 e8 e2 3a 00 00 49 89  | :........H.5h...H.=....1...:..I. | 
| fb00 |  c4 48 85 c0 74 3d 48 89 c7 e8 c2 4d 00 00 49 8b    04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c  | .H..t=H....M..I..$..x.H..I..$u.L | 
| fb20 |  89 e7 e8 a9 56 ff ff 41 bc 84 1b 00 00 41 be d8    03 00 00 eb 1a 41 bc 74 1b 00 00 41 be d7 03 00  | ....V..A.....A.......A.t...A.... | 
| fb40 |  00 eb 0c 41 bc 80 1b 00 00 41 be d8 03 00 00 48    8b 4c 24 48 49 8b 7d 68 45 31 ff bb 01 00 00 00  | ...A.....A.....H.L$HI.}hE1...... | 
| fb60 |  48 8b 54 24 40 48 8b 74 24 38 41 bd 69 00 00 00    e8 ab 4a 00 00 48 8b 7c 24 50 e8 e1 3b 00 00 48  | H.T$@H.t$8A.i.....J..H.|$P..;..H | 
| fb80 |  8b 7c 24 58 e8 d7 3b 00 00 48 8b 7c 24 60 e8 cd    3b 00 00 31 ff e8 c6 3b 00 00 44 89 e6 44 89 f2  | .|$X..;..H.|$`..;..1...;..D..D.. | 
| fba0 |  48 8d 0d 72 bc 04 00 48 8d 3d 88 bc 04 00 41 bc    43 77 00 00 e8 f7 5e 00 00 e9 55 ec ff ff 48 8b  | H..r...H.=....A.Cw....^...U...H. | 
| fbc0 |  05 53 c4 09 00 48 8b 35 dc cd 09 00 4c 89 fa 48    8b b8 08 01 00 00 e8 25 5b ff ff 85 c0 0f 88 00  | .S...H.5....L..H.......%[....... | 
| fbe0 |  28 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07    75 08 4c 89 ff e8 d6 55 ff ff 48 8b 3d 17 c4 09  | (..I....x.H..I..u.L....U..H.=... | 
| fc00 |  00 e8 fa 58 ff ff 48 8b 15 9b b3 09 00 8b 02 ff    c0 74 02 89 02 48 89 15 34 d2 09 00 48 8b 3d f5  | ...X..H..........t...H..4...H.=. | 
| fc20 |  c3 09 00 ba 01 00 00 00 0f 57 c0 48 8d 74 24 68    48 c1 e2 3f 0f 29 44 24 60 e8 32 5b 00 00 49 89  | .........W.H.t$hH..?.)D$`.2[..I. | 
| fc40 |  c7 48 85 c0 0f 84 b0 27 00 00 48 8b 35 d7 cd 09    00 48 8b 3d e8 c2 09 00 48 89 c2 e8 a0 5a ff ff  | .H.....'..H.5....H.=....H....Z.. | 
| fc60 |  85 c0 0f 88 a5 27 00 00 49 8b 07 85 c0 78 10 48    ff c8 49 89 07 75 08 4c 89 ff e8 51 55 ff ff 48  | .....'..I....x.H..I..u.L...QU..H | 
| fc80 |  8b 3d a2 cd 09 00 e8 b5 2c 01 00 49 89 c4 48 85    c0 0f 84 8d 27 00 00 48 8b 35 a2 c6 09 00 48 89  | .=......,..I..H.....'..H.5....H. | 
| fca0 |  c7 e8 ea 39 00 00 49 89 c7 48 85 c0 0f 84 88 27    00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04  | ...9..I..H.....'..I..$..x.H..I.. | 
| fcc0 |  24 75 08 4c 89 e7 e8 05 55 ff ff 48 8b 35 6e c6    09 00 48 8b 3d 67 c2 09 00 4c 89 fa e8 1f 5a ff  | $u.L....U..H.5n...H.=g...L....Z. | 
| fce0 |  ff 85 c0 0f 88 65 27 00 00 49 8b 07 85 c0 78 10    48 ff c8 49 89 07 75 08 4c 89 ff e8 d0 54 ff ff  | .....e'..I....x.H..I..u.L....T.. | 
| fd00 |  48 8b 3d 21 cd 09 00 e8 34 2c 01 00 49 89 c7 48    85 c0 0f 84 47 27 00 00 48 8b 35 39 c6 09 00 48  | H.=!....4,..I..H....G'..H.59...H | 
| fd20 |  89 c7 e8 69 39 00 00 49 89 c4 48 85 c0 0f 84 3f    27 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07  | ...i9..I..H....?'..I....x.H..I.. | 
| fd40 |  75 08 4c 89 ff e8 86 54 ff ff 48 8b 35 07 c6 09    00 48 8b 3d e8 c1 09 00 4c 89 e2 e8 a0 59 ff ff  | u.L....T..H.5....H.=....L....Y.. | 
| fd60 |  85 c0 0f 88 1d 27 00 00 49 8b 04 24 85 c0 78 11    48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 4f 54 ff  | .....'..I..$..x.H..I..$u.L...OT. | 
| fd80 |  ff 48 8b 3d a0 cc 09 00 e8 b3 2b 01 00 49 89 c4    48 85 c0 0f 84 03 27 00 00 48 8b 35 f0 c5 09 00  | .H.=......+..I..H.....'..H.5.... | 
| fda0 |  48 89 c7 e8 e8 38 00 00 49 89 c7 48 85 c0 0f 84    fe 26 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49  | H....8..I..H.....&..I..$..x.H..I | 
| fdc0 |  89 04 24 75 08 4c 89 e7 e8 03 54 ff ff 48 8b 35    bc c5 09 00 48 8b 3d 65 c1 09 00 4c 89 fa e8 1d  | ..$u.L....T..H.5....H.=e...L.... | 
| fde0 |  59 ff ff 85 c0 0f 88 db 26 00 00 49 8b 07 85 c0    78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 ce 53  | Y.......&..I....x.H..I..u.L....S | 
| fe00 |  ff ff 48 8b 3d 1f cc 09 00 e8 32 2b 01 00 49 89    c7 48 85 c0 0f 84 bd 26 00 00 48 8b 35 b7 c5 09  | ..H.=.....2+..I..H.....&..H.5... | 
| fe20 |  00 48 89 c7 e8 67 38 00 00 49 89 c4 48 85 c0 0f    84 b5 26 00 00 49 8b 07 85 c0 78 10 48 ff c8 49  | .H...g8..I..H.....&..I....x.H..I | 
| fe40 |  89 07 75 08 4c 89 ff e8 84 53 ff ff 48 8b 35 85    c5 09 00 48 8b 3d e6 c0 09 00 4c 89 e2 e8 9e 58  | ..u.L....S..H.5....H.=....L....X | 
| fe60 |  ff ff 85 c0 0f 88 93 26 00 00 49 8b 04 24 85 c0    78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 4d  | .......&..I..$..x.H..I..$u.L...M | 
| fe80 |  53 ff ff 48 8b 3d 9e cb 09 00 e8 b1 2a 01 00 49    89 c4 48 85 c0 0f 84 79 26 00 00 48 8b 35 4e c5  | S..H.=......*..I..H....y&..H.5N. | 
| fea0 |  09 00 48 89 c7 e8 e6 37 00 00 49 89 c7 48 85 c0    0f 84 74 26 00 00 49 8b 04 24 85 c0 78 11 48 ff  | ..H....7..I..H....t&..I..$..x.H. | 
| fec0 |  c8 49 89 04 24 75 08 4c 89 e7 e8 01 53 ff ff 48    8b 35 1a c5 09 00 48 8b 3d 63 c0 09 00 4c 89 fa  | .I..$u.L....S..H.5....H.=c...L.. | 
| fee0 |  e8 1b 58 ff ff 85 c0 0f 88 51 26 00 00 49 8b 07    85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8  | ..X......Q&..I....x.H..I..u.L... | 
| ff00 |  cc 52 ff ff 48 8b 3d 1d cb 09 00 e8 30 2a 01 00    49 89 c7 48 85 c0 0f 84 33 26 00 00 48 8b 35 65  | .R..H.=.....0*..I..H....3&..H.5e | 
| ff20 |  c5 09 00 48 89 c7 e8 65 37 00 00 49 89 c4 48 85    c0 0f 84 2b 26 00 00 49 8b 07 85 c0 78 10 48 ff  | ...H...e7..I..H....+&..I....x.H. | 
| ff40 |  c8 49 89 07 75 08 4c 89 ff e8 82 52 ff ff 48 8b    35 33 c5 09 00 48 8b 3d e4 bf 09 00 4c 89 e2 e8  | .I..u.L....R..H.53...H.=....L... | 
| ff60 |  9c 57 ff ff 85 c0 0f 88 09 26 00 00 49 8b 04 24    85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7  | .W.......&..I..$..x.H..I..$u.L.. | 
| ff80 |  e8 4b 52 ff ff 48 8b 3d 9c ca 09 00 e8 af 29 01    00 49 89 c4 48 85 c0 0f 84 ef 25 00 00 48 8b 35  | .KR..H.=......)..I..H.....%..H.5 | 
| ffa0 |  54 c5 09 00 48 89 c7 e8 e4 36 00 00 49 89 c7 48    85 c0 0f 84 ea 25 00 00 49 8b 04 24 85 c0 78 11  | T...H....6..I..H.....%..I..$..x. | 
| ffc0 |  48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 ff 51 ff    ff 48 8b 35 20 c5 09 00 48 8b 3d 61 bf 09 00 4c  | H..I..$u.L....Q..H.5....H.=a...L | 
| ffe0 |  89 fa e8 19 57 ff ff 85 c0 0f 88 c7 25 00 00 49    8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89  | ....W.......%..I....x.H..I..u.L. | 
| 10000 |  ff e8 ca 51 ff ff 48 8b 3d 1b ca 09 00 e8 2e 29    01 00 49 89 c7 48 85 c0 0f 84 a9 25 00 00 48 8b  | ...Q..H.=......)..I..H.....%..H. | 
| 10020 |  35 eb c4 09 00 48 89 c7 e8 63 36 00 00 49 89 c4    48 85 c0 0f 84 a1 25 00 00 49 8b 07 85 c0 78 10  | 5....H...c6..I..H.....%..I....x. | 
| 10040 |  48 ff c8 49 89 07 75 08 4c 89 ff e8 80 51 ff ff    48 8b 35 b9 c4 09 00 48 8b 3d e2 be 09 00 4c 89  | H..I..u.L....Q..H.5....H.=....L. | 
| 10060 |  e2 e8 9a 56 ff ff 85 c0 0f 88 7f 25 00 00 49 8b    04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c  | ...V.......%..I..$..x.H..I..$u.L | 
| 10080 |  89 e7 e8 49 51 ff ff 48 8b 3d 9a c9 09 00 e8 ad    28 01 00 49 89 c4 48 85 c0 0f 84 65 25 00 00 48  | ...IQ..H.=......(..I..H....e%..H | 
| 100a0 |  8b 35 a2 c4 09 00 48 89 c7 e8 e2 35 00 00 49 89    c7 48 85 c0 0f 84 60 25 00 00 49 8b 04 24 85 c0  | .5....H....5..I..H....`%..I..$.. | 
| 100c0 |  78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 fd    50 ff ff 48 8b 35 6e c4 09 00 48 8b 3d 5f be 09  | x.H..I..$u.L....P..H.5n...H.=_.. | 
| 100e0 |  00 4c 89 fa e8 17 56 ff ff 85 c0 0f 88 3d 25 00    00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08  | .L....V......=%..I....x.H..I..u. | 
| 10100 |  4c 89 ff e8 c8 50 ff ff 48 8b 3d 19 c9 09 00 e8    2c 28 01 00 49 89 c7 48 85 c0 0f 84 1f 25 00 00  | L....P..H.=.....,(..I..H.....%.. | 
| 10120 |  48 8b 35 79 c4 09 00 48 89 c7 e8 61 35 00 00 49    89 c4 48 85 c0 0f 84 17 25 00 00 49 8b 07 85 c0  | H.5y...H...a5..I..H.....%..I.... | 
| 10140 |  78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 7e 50    ff ff 48 8b 35 47 c4 09 00 48 8b 3d e0 bd 09 00  | x.H..I..u.L...~P..H.5G...H.=.... | 
| 10160 |  4c 89 e2 e8 98 55 ff ff 85 c0 0f 88 f5 24 00 00    49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75  | L....U.......$..I..$..x.H..I..$u | 
| 10180 |  08 4c 89 e7 e8 47 50 ff ff 48 8b 3d 98 c8 09 00    e8 ab 27 01 00 49 89 c4 48 85 c0 0f 84 db 24 00  | .L...GP..H.=......'..I..H.....$. | 
| 101a0 |  00 48 8b 35 c8 c3 09 00 48 89 c7 e8 e0 34 00 00    49 89 c7 48 85 c0 0f 84 d6 24 00 00 49 8b 04 24  | .H.5....H....4..I..H.....$..I..$ | 
| 101c0 |  85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7    e8 fb 4f ff ff 48 8b 35 94 c3 09 00 48 8b 3d 5d  | ..x.H..I..$u.L....O..H.5....H.=] | 
| 101e0 |  bd 09 00 4c 89 fa e8 15 55 ff ff 85 c0 0f 88 b3    24 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07  | ...L....U.......$..I....x.H..I.. | 
| 10200 |  75 08 4c 89 ff e8 c6 4f ff ff 48 8b 3d 17 c8 09    00 e8 2a 27 01 00 49 89 c7 48 85 c0 0f 84 95 24  | u.L....O..H.=.....*'..I..H.....$ | 
| 10220 |  00 00 48 8b 35 97 c3 09 00 48 89 c7 e8 5f 34 00    00 49 89 c4 48 85 c0 0f 84 8d 24 00 00 49 8b 07  | ..H.5....H..._4..I..H.....$..I.. | 
| 10240 |  85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8    7c 4f ff ff 48 8b 35 65 c3 09 00 48 8b 3d de bc  | ..x.H..I..u.L...|O..H.5e...H.=.. | 
| 10260 |  09 00 4c 89 e2 e8 96 54 ff ff 85 c0 0f 88 6b 24    00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04  | ..L....T......k$..I..$..x.H..I.. | 
| 10280 |  24 75 08 4c 89 e7 e8 45 4f ff ff 48 8b 3d 96 c7    09 00 e8 a9 26 01 00 49 89 c4 48 85 c0 0f 84 51  | $u.L...EO..H.=......&..I..H....Q | 
| 102a0 |  24 00 00 48 8b 35 3e c3 09 00 48 89 c7 e8 de 33    00 00 49 89 c7 48 85 c0 0f 84 4c 24 00 00 49 8b  | $..H.5>...H....3..I..H....L$..I. | 
| 102c0 |  04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c    89 e7 e8 f9 4e ff ff 48 8b 35 0a c3 09 00 48 8b  | .$..x.H..I..$u.L....N..H.5....H. | 
| 102e0 |  3d 5b bc 09 00 4c 89 fa e8 13 54 ff ff 85 c0 0f    88 29 24 00 00 49 8b 07 85 c0 78 10 48 ff c8 49  | =[...L....T......)$..I....x.H..I | 
| 10300 |  89 07 75 08 4c 89 ff e8 c4 4e ff ff 48 8b 3d 15    c7 09 00 e8 28 26 01 00 49 89 c7 48 85 c0 0f 84  | ..u.L....N..H.=.....(&..I..H.... | 
| 10320 |  0b 24 00 00 48 8b 35 9d c3 09 00 48 89 c7 e8 5d    33 00 00 49 89 c4 48 85 c0 0f 84 03 24 00 00 49  | .$..H.5....H...]3..I..H.....$..I | 
| 10340 |  8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89    ff e8 7a 4e ff ff 48 8b 35 6b c3 09 00 48 8b 3d  | ....x.H..I..u.L...zN..H.5k...H.= | 
| 10360 |  dc bb 09 00 4c 89 e2 e8 94 53 ff ff 85 c0 0f 88    e1 23 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49  | ....L....S.......#..I..$..x.H..I | 
| 10380 |  89 04 24 75 08 4c 89 e7 e8 43 4e ff ff 48 8b 3d    94 c6 09 00 e8 a7 25 01 00 49 89 c4 48 85 c0 0f  | ..$u.L...CN..H.=......%..I..H... | 
| 103a0 |  84 c7 23 00 00 48 8b 35 9c c3 09 00 48 89 c7 e8    dc 32 00 00 49 89 c7 48 85 c0 0f 84 c2 23 00 00  | ..#..H.5....H....2..I..H.....#.. | 
| 103c0 |  49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75    08 4c 89 e7 e8 f7 4d ff ff 48 8b 35 68 c3 09 00  | I..$..x.H..I..$u.L....M..H.5h... | 
| 103e0 |  48 8b 3d 59 bb 09 00 4c 89 fa e8 11 53 ff ff 85    c0 0f 88 9f 23 00 00 49 8b 07 85 c0 78 10 48 ff  | H.=Y...L....S.......#..I....x.H. | 
| 10400 |  c8 49 89 07 75 08 4c 89 ff e8 c2 4d ff ff 48 8b    3d 13 c6 09 00 e8 26 25 01 00 49 89 c7 48 85 c0  | .I..u.L....M..H.=.....&%..I..H.. | 
| 10420 |  0f 84 81 23 00 00 48 8b 35 33 c3 09 00 48 89 c7    e8 5b 32 00 00 49 89 c4 48 85 c0 0f 84 79 23 00  | ...#..H.53...H...[2..I..H....y#. | 
| 10440 |  00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08    4c 89 ff e8 78 4d ff ff 48 8b 35 01 c3 09 00 48  | .I....x.H..I..u.L...xM..H.5....H | 
| 10460 |  8b 3d da ba 09 00 4c 89 e2 e8 92 52 ff ff 85 c0    0f 88 57 23 00 00 49 8b 04 24 85 c0 78 11 48 ff  | .=....L....R......W#..I..$..x.H. | 
| 10480 |  c8 49 89 04 24 75 08 4c 89 e7 e8 41 4d ff ff 48    8b 3d 92 c5 09 00 e8 a5 24 01 00 49 89 c4 48 85  | .I..$u.L...AM..H.=......$..I..H. | 
| 104a0 |  c0 0f 84 3d 23 00 00 48 8b 35 ca c2 09 00 48 89    c7 e8 da 31 00 00 49 89 c7 48 85 c0 0f 84 38 23  | ...=#..H.5....H....1..I..H....8# | 
| 104c0 |  00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04    24 75 08 4c 89 e7 e8 f5 4c ff ff 48 8b 35 96 c2  | ..I..$..x.H..I..$u.L....L..H.5.. | 
| 104e0 |  09 00 48 8b 3d 57 ba 09 00 4c 89 fa e8 0f 52 ff    ff 85 c0 0f 88 15 23 00 00 49 8b 07 85 c0 78 10  | ..H.=W...L....R.......#..I....x. | 
| 10500 |  48 ff c8 49 89 07 75 08 4c 89 ff e8 c0 4c ff ff    48 8b 3d 11 c5 09 00 e8 24 24 01 00 49 89 c7 48  | H..I..u.L....L..H.=.....$$..I..H | 
| 10520 |  85 c0 0f 84 f7 22 00 00 48 8b 35 c1 c2 09 00 48    89 c7 e8 59 31 00 00 49 89 c4 48 85 c0 0f 84 ef  | ....."..H.5....H...Y1..I..H..... | 
| 10540 |  22 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07    75 08 4c 89 ff e8 76 4c ff ff 48 8b 35 8f c2 09  | "..I....x.H..I..u.L...vL..H.5... | 
| 10560 |  00 48 8b 3d d8 b9 09 00 4c 89 e2 e8 90 51 ff ff    85 c0 0f 88 cd 22 00 00 49 8b 04 24 85 c0 78 11  | .H.=....L....Q......."..I..$..x. | 
| 10580 |  48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 3f 4c ff    ff 48 8b 3d 90 c4 09 00 e8 a3 23 01 00 49 89 c4  | H..I..$u.L...?L..H.=......#..I.. | 
| 105a0 |  48 85 c0 0f 84 b3 22 00 00 48 8b 35 58 c2 09 00    48 89 c7 e8 d8 30 00 00 49 89 c7 48 85 c0 0f 84  | H....."..H.5X...H....0..I..H.... | 
| 105c0 |  ae 22 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49    89 04 24 75 08 4c 89 e7 e8 f3 4b ff ff 48 8b 35  | ."..I..$..x.H..I..$u.L....K..H.5 | 
| 105e0 |  24 c2 09 00 48 8b 3d 55 b9 09 00 4c 89 fa e8 0d    51 ff ff 85 c0 0f 88 8b 22 00 00 49 8b 07 85 c0  | $...H.=U...L....Q......."..I.... | 
| 10600 |  78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 be 4b    ff ff 48 8b 3d 0f c4 09 00 e8 22 23 01 00 49 89  | x.H..I..u.L....K..H.=....."#..I. | 
| 10620 |  c7 48 85 c0 0f 84 6d 22 00 00 48 8b 35 1f c2 09    00 48 89 c7 e8 57 30 00 00 49 89 c4 48 85 c0 0f  | .H....m"..H.5....H...W0..I..H... | 
| 10640 |  84 65 22 00 00 49 8b 07 85 c0 78 10 48 ff c8 49    89 07 75 08 4c 89 ff e8 74 4b ff ff 48 8b 35 ed  | .e"..I....x.H..I..u.L...tK..H.5. | 
| 10660 |  c1 09 00 48 8b 3d d6 b8 09 00 4c 89 e2 e8 8e 50    ff ff 85 c0 0f 88 43 22 00 00 49 8b 04 24 85 c0  | ...H.=....L....P......C"..I..$.. | 
| 10680 |  78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 3d    4b ff ff 48 8b 3d 8e c3 09 00 e8 a1 22 01 00 49  | x.H..I..$u.L...=K..H.=......"..I | 
| 106a0 |  89 c4 48 85 c0 0f 84 29 22 00 00 48 8b 35 e6 c1    09 00 48 89 c7 e8 d6 2f 00 00 49 89 c7 48 85 c0  | ..H....)"..H.5....H..../..I..H.. | 
| 106c0 |  0f 84 24 22 00 00 49 8b 04 24 85 c0 78 11 48 ff    c8 49 89 04 24 75 08 4c 89 e7 e8 f1 4a ff ff 48  | ..$"..I..$..x.H..I..$u.L....J..H | 
| 106e0 |  8b 35 b2 c1 09 00 48 8b 3d 53 b8 09 00 4c 89 fa    e8 0b 50 ff ff 85 c0 0f 88 01 22 00 00 49 8b 07  | .5....H.=S...L....P......."..I.. | 
| 10700 |  85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8    bc 4a ff ff 48 8b 3d 0d c3 09 00 e8 20 22 01 00  | ..x.H..I..u.L....J..H.=......".. | 
| 10720 |  49 89 c7 48 85 c0 0f 84 e3 21 00 00 48 8b 35 7d    c1 09 00 48 89 c7 e8 55 2f 00 00 49 89 c4 48 85  | I..H.....!..H.5}...H...U/..I..H. | 
| 10740 |  c0 0f 84 db 21 00 00 49 8b 07 85 c0 78 10 48 ff    c8 49 89 07 75 08 4c 89 ff e8 72 4a ff ff 48 8b  | ....!..I....x.H..I..u.L...rJ..H. | 
| 10760 |  35 4b c1 09 00 48 8b 3d d4 b7 09 00 4c 89 e2 e8    8c 4f ff ff 85 c0 0f 88 b9 21 00 00 49 8b 04 24  | 5K...H.=....L....O.......!..I..$ | 
| 10780 |  85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7    e8 3b 4a ff ff 48 8b 3d 8c c2 09 00 e8 9f 21 01  | ..x.H..I..$u.L...;J..H.=......!. | 
| 107a0 |  00 49 89 c4 48 85 c0 0f 84 9f 21 00 00 48 8b 35    14 c1 09 00 48 89 c7 e8 d4 2e 00 00 49 89 c7 48  | .I..H.....!..H.5....H.......I..H | 
| 107c0 |  85 c0 0f 84 9a 21 00 00 49 8b 04 24 85 c0 78 11    48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 ef 49 ff  | .....!..I..$..x.H..I..$u.L....I. | 
| 107e0 |  ff 48 8b 35 e0 c0 09 00 48 8b 3d 51 b7 09 00 4c    89 fa e8 09 4f ff ff 85 c0 0f 88 77 21 00 00 49  | .H.5....H.=Q...L....O......w!..I | 
| 10800 |  8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89    ff e8 ba 49 ff ff 48 8b 3d 0b c2 09 00 e8 1e 21  | ....x.H..I..u.L....I..H.=......! | 
| 10820 |  01 00 49 89 c7 48 85 c0 0f 84 59 21 00 00 48 8b    35 23 c1 09 00 48 89 c7 e8 53 2e 00 00 49 89 c4  | ..I..H....Y!..H.5#...H...S...I.. | 
| 10840 |  48 85 c0 0f 84 51 21 00 00 49 8b 07 85 c0 78 10    48 ff c8 49 89 07 75 08 4c 89 ff e8 70 49 ff ff  | H....Q!..I....x.H..I..u.L...pI.. | 
| 10860 |  48 8b 35 f1 c0 09 00 48 8b 3d d2 b6 09 00 4c 89    e2 e8 8a 4e ff ff 85 c0 0f 88 2f 21 00 00 49 8b  | H.5....H.=....L....N....../!..I. | 
| 10880 |  04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c    89 e7 e8 39 49 ff ff 48 8b 3d 8a c1 09 00 e8 9d  | .$..x.H..I..$u.L...9I..H.=...... | 
| 108a0 |  20 01 00 49 89 c4 48 85 c0 0f 84 15 21 00 00 48    8b 35 ba c0 09 00 48 89 c7 e8 d2 2d 00 00 49 89  | ...I..H.....!..H.5....H....-..I. | 
| 108c0 |  c7 48 85 c0 0f 84 10 21 00 00 49 8b 04 24 85 c0    78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 ed  | .H.....!..I..$..x.H..I..$u.L.... | 
| 108e0 |  48 ff ff 48 8b 35 86 c0 09 00 48 8b 3d 4f b6 09    00 4c 89 fa e8 07 4e ff ff 85 c0 0f 88 ed 20 00  | H..H.5....H.=O...L....N......... | 
| 10900 |  00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08    4c 89 ff e8 b8 48 ff ff 48 8b 3d 09 c1 09 00 e8  | .I....x.H..I..u.L....H..H.=..... | 
| 10920 |  1c 20 01 00 49 89 c7 48 85 c0 0f 84 cf 20 00 00    48 8b 35 59 c0 09 00 48 89 c7 e8 51 2d 00 00 49  | ....I..H........H.5Y...H...Q-..I | 
| 10940 |  89 c4 48 85 c0 0f 84 c7 20 00 00 49 8b 07 85 c0    78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 6e 48  | ..H........I....x.H..I..u.L...nH | 
| 10960 |  ff ff 48 8b 35 27 c0 09 00 48 8b 3d d0 b5 09 00    4c 89 e2 e8 88 4d ff ff 85 c0 0f 88 a5 20 00 00  | ..H.5'...H.=....L....M.......... | 
| 10980 |  49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75    08 4c 89 e7 e8 37 48 ff ff 48 8b 3d 88 c0 09 00  | I..$..x.H..I..$u.L...7H..H.=.... | 
| 109a0 |  e8 9b 1f 01 00 49 89 c4 48 85 c0 0f 84 8b 20 00    00 48 8b 35 00 c0 09 00 48 89 c7 e8 d0 2c 00 00  | .....I..H........H.5....H....,.. | 
| 109c0 |  49 89 c7 48 85 c0 0f 84 86 20 00 00 49 8b 04 24    85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7  | I..H........I..$..x.H..I..$u.L.. | 
| 109e0 |  e8 eb 47 ff ff 48 8b 35 cc bf 09 00 48 8b 3d 4d    b5 09 00 4c 89 fa e8 05 4d ff ff 85 c0 0f 88 63  | ..G..H.5....H.=M...L....M......c | 
| 10a00 |  20 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07    75 08 4c 89 ff e8 b6 47 ff ff 48 8b 3d 07 c0 09  | ...I....x.H..I..u.L....G..H.=... | 
| 10a20 |  00 e8 1a 1f 01 00 49 89 c7 48 85 c0 0f 84 45 20    00 00 48 8b 35 df bf 09 00 48 89 c7 e8 4f 2c 00  | ......I..H....E...H.5....H...O,. | 
| 10a40 |  00 49 89 c4 48 85 c0 0f 84 3d 20 00 00 49 8b 07    85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8  | .I..H....=...I....x.H..I..u.L... | 
| 10a60 |  6c 47 ff ff 48 8b 35 ad bf 09 00 48 8b 3d ce b4    09 00 4c 89 e2 e8 86 4c ff ff 85 c0 0f 88 1b 20  | lG..H.5....H.=....L....L........ | 
| 10a80 |  00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04    24 75 08 4c 89 e7 e8 35 47 ff ff 48 8b 3d 86 bf  | ..I..$..x.H..I..$u.L...5G..H.=.. | 
| 10aa0 |  09 00 e8 99 1e 01 00 49 89 c4 48 85 c0 0f 84 01    20 00 00 48 8b 35 7e bf 09 00 48 89 c7 e8 ce 2b  | .......I..H........H.5~...H....+ | 
| 10ac0 |  00 00 49 89 c7 48 85 c0 0f 84 fc 1f 00 00 49 8b    04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c  | ..I..H........I..$..x.H..I..$u.L | 
| 10ae0 |  89 e7 e8 e9 46 ff ff 48 8b 35 4a bf 09 00 48 8b    3d 4b b4 09 00 4c 89 fa e8 03 4c ff ff 85 c0 0f  | ....F..H.5J...H.=K...L....L..... | 
| 10b00 |  88 d9 1f 00 00 49 8b 07 85 c0 78 10 48 ff c8 49    89 07 75 08 4c 89 ff e8 b4 46 ff ff 48 8b 3d 05  | .....I....x.H..I..u.L....F..H.=. | 
| 10b20 |  bf 09 00 e8 18 1e 01 00 49 89 c7 48 85 c0 0f 84    bb 1f 00 00 48 8b 35 15 bf 09 00 48 89 c7 e8 4d  | ........I..H........H.5....H...M | 
| 10b40 |  2b 00 00 49 89 c4 48 85 c0 0f 84 b3 1f 00 00 49    8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89  | +..I..H........I....x.H..I..u.L. | 
| 10b60 |  ff e8 6a 46 ff ff 48 8b 35 e3 be 09 00 48 8b 3d    cc b3 09 00 4c 89 e2 e8 84 4b ff ff 85 c0 0f 88  | ..jF..H.5....H.=....L....K...... | 
| 10b80 |  91 1f 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49    89 04 24 75 08 4c 89 e7 e8 33 46 ff ff 48 8b 3d  | ....I..$..x.H..I..$u.L...3F..H.= | 
| 10ba0 |  84 be 09 00 e8 97 1d 01 00 49 89 c4 48 85 c0 0f    84 77 1f 00 00 48 8b 35 ac be 09 00 48 89 c7 e8  | .........I..H....w...H.5....H... | 
| 10bc0 |  cc 2a 00 00 49 89 c7 48 85 c0 0f 84 72 1f 00 00    49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75  | .*..I..H....r...I..$..x.H..I..$u | 
| 10be0 |  08 4c 89 e7 e8 e7 45 ff ff 48 8b 35 78 be 09 00    48 8b 3d 49 b3 09 00 4c 89 fa e8 01 4b ff ff 85  | .L....E..H.5x...H.=I...L....K... | 
| 10c00 |  c0 0f 88 4f 1f 00 00 49 8b 07 85 c0 78 10 48 ff    c8 49 89 07 75 08 4c 89 ff e8 b2 45 ff ff 48 8b  | ...O...I....x.H..I..u.L....E..H. | 
| 10c20 |  3d 03 be 09 00 e8 16 1d 01 00 49 89 c7 48 85 c0    0f 84 31 1f 00 00 48 8b 35 3b be 09 00 48 89 c7  | =.........I..H....1...H.5;...H.. | 
| 10c40 |  e8 4b 2a 00 00 49 89 c4 48 85 c0 0f 84 29 1f 00    00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08  | .K*..I..H....)...I....x.H..I..u. | 
| 10c60 |  4c 89 ff e8 68 45 ff ff 48 8b 35 09 be 09 00 48    8b 3d ca b2 09 00 4c 89 e2 e8 82 4a ff ff 85 c0  | L...hE..H.5....H.=....L....J.... | 
| 10c80 |  0f 88 07 1f 00 00 49 8b 04 24 85 c0 78 11 48 ff    c8 49 89 04 24 75 08 4c 89 e7 e8 31 45 ff ff 48  | ......I..$..x.H..I..$u.L...1E..H | 
| 10ca0 |  8b 3d 82 bd 09 00 e8 95 1c 01 00 49 89 c4 48 85    c0 0f 84 ed 1e 00 00 48 8b 35 d2 bd 09 00 48 89  | .=.........I..H........H.5....H. | 
| 10cc0 |  c7 e8 ca 29 00 00 49 89 c7 48 85 c0 0f 84 e8 1e    00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04  | ...)..I..H........I..$..x.H..I.. | 
| 10ce0 |  24 75 08 4c 89 e7 e8 e5 44 ff ff 48 8b 35 9e bd    09 00 48 8b 3d 47 b2 09 00 4c 89 fa e8 ff 49 ff  | $u.L....D..H.5....H.=G...L....I. | 
| 10d00 |  ff 85 c0 0f 88 c5 1e 00 00 49 8b 07 85 c0 78 10    48 ff c8 49 89 07 75 08 4c 89 ff e8 b0 44 ff ff  | .........I....x.H..I..u.L....D.. | 
| 10d20 |  48 8b 3d 01 bd 09 00 e8 14 1c 01 00 49 89 c7 48    85 c0 0f 84 a7 1e 00 00 48 8b 35 91 bd 09 00 48  | H.=.........I..H........H.5....H | 
| 10d40 |  89 c7 e8 49 29 00 00 49 89 c4 48 85 c0 0f 84 9f    1e 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07  | ...I)..I..H........I....x.H..I.. | 
| 10d60 |  75 08 4c 89 ff e8 66 44 ff ff 48 8b 35 5f bd 09    00 48 8b 3d c8 b1 09 00 4c 89 e2 e8 80 49 ff ff  | u.L...fD..H.5_...H.=....L....I.. | 
| 10d80 |  85 c0 0f 88 7d 1e 00 00 49 8b 04 24 85 c0 78 11    48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 2f 44 ff  | ....}...I..$..x.H..I..$u.L.../D. | 
| 10da0 |  ff 48 8b 3d 80 bc 09 00 e8 93 1b 01 00 49 89 c4    48 85 c0 0f 84 63 1e 00 00 48 8b 35 c0 bd 09 00  | .H.=.........I..H....c...H.5.... | 
| 10dc0 |  48 89 c7 e8 c8 28 00 00 49 89 c7 48 85 c0 0f 84    5e 1e 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49  | H....(..I..H....^...I..$..x.H..I | 
| 10de0 |  89 04 24 75 08 4c 89 e7 e8 e3 43 ff ff 48 8b 35    8c bd 09 00 48 8b 3d 45 b1 09 00 4c 89 fa e8 fd  | ..$u.L....C..H.5....H.=E...L.... | 
| 10e00 |  48 ff ff 85 c0 0f 88 3b 1e 00 00 49 8b 07 85 c0    78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 ae 43  | H......;...I....x.H..I..u.L....C | 
| 10e20 |  ff ff 48 8b 3d ff bb 09 00 e8 12 1b 01 00 49 89    c7 48 85 c0 0f 84 1d 1e 00 00 48 8b 35 67 bd 09  | ..H.=.........I..H........H.5g.. | 
| 10e40 |  00 48 89 c7 e8 47 28 00 00 49 89 c4 48 85 c0 0f    84 15 1e 00 00 49 8b 07 85 c0 78 10 48 ff c8 49  | .H...G(..I..H........I....x.H..I | 
| 10e60 |  89 07 75 08 4c 89 ff e8 64 43 ff ff 48 8b 35 35    bd 09 00 48 8b 3d c6 b0 09 00 4c 89 e2 e8 7e 48  | ..u.L...dC..H.55...H.=....L...~H | 
| 10e80 |  ff ff 85 c0 0f 88 f3 1d 00 00 49 8b 04 24 85 c0    78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 2d  | ..........I..$..x.H..I..$u.L...- | 
| 10ea0 |  43 ff ff 48 8b 3d 7e bb 09 00 e8 91 1a 01 00 49    89 c4 48 85 c0 0f 84 d9 1d 00 00 48 8b 35 46 bd  | C..H.=~........I..H........H.5F. | 
| 10ec0 |  09 00 48 89 c7 e8 c6 27 00 00 49 89 c7 48 85 c0    0f 84 d4 1d 00 00 49 8b 04 24 85 c0 78 11 48 ff  | ..H....'..I..H........I..$..x.H. | 
| 10ee0 |  c8 49 89 04 24 75 08 4c 89 e7 e8 e1 42 ff ff 48    8b 35 12 bd 09 00 48 8b 3d 43 b0 09 00 4c 89 fa  | .I..$u.L....B..H.5....H.=C...L.. | 
| 10f00 |  e8 fb 47 ff ff 85 c0 0f 88 b1 1d 00 00 49 8b 07    85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8  | ..G..........I....x.H..I..u.L... | 
| 10f20 |  ac 42 ff ff 48 8b 3d fd ba 09 00 e8 10 1a 01 00    49 89 c7 48 85 c0 0f 84 93 1d 00 00 48 8b 35 dd  | .B..H.=.........I..H........H.5. | 
| 10f40 |  bc 09 00 48 89 c7 e8 45 27 00 00 49 89 c4 48 85    c0 0f 84 8b 1d 00 00 49 8b 07 85 c0 78 10 48 ff  | ...H...E'..I..H........I....x.H. | 
| 10f60 |  c8 49 89 07 75 08 4c 89 ff e8 62 42 ff ff 48 8b    35 ab bc 09 00 48 8b 3d c4 af 09 00 4c 89 e2 e8  | .I..u.L...bB..H.5....H.=....L... | 
| 10f80 |  7c 47 ff ff 85 c0 0f 88 69 1d 00 00 49 8b 04 24    85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7  | |G......i...I..$..x.H..I..$u.L.. | 
| 10fa0 |  e8 2b 42 ff ff 48 8b 3d 7c ba 09 00 e8 8f 19 01    00 49 89 c4 48 85 c0 0f 84 4f 1d 00 00 48 8b 35  | .+B..H.=|........I..H....O...H.5 | 
| 10fc0 |  74 bc 09 00 48 89 c7 e8 c4 26 00 00 49 89 c7 48    85 c0 0f 84 4a 1d 00 00 49 8b 04 24 85 c0 78 11  | t...H....&..I..H....J...I..$..x. | 
| 10fe0 |  48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 df 41 ff    ff 48 8b 35 40 bc 09 00 48 8b 3d 41 af 09 00 4c  | H..I..$u.L....A..H.5@...H.=A...L | 
| 11000 |  89 fa e8 f9 46 ff ff 85 c0 0f 88 27 1d 00 00 49    8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89  | ....F......'...I....x.H..I..u.L. | 
| 11020 |  ff e8 aa 41 ff ff 48 8b 3d fb b9 09 00 e8 0e 19    01 00 49 89 c7 48 85 c0 0f 84 09 1d 00 00 48 8b  | ...A..H.=.........I..H........H. | 
| 11040 |  35 0b bc 09 00 48 89 c7 e8 43 26 00 00 49 89 c4    48 85 c0 0f 84 01 1d 00 00 49 8b 07 85 c0 78 10  | 5....H...C&..I..H........I....x. | 
| 11060 |  48 ff c8 49 89 07 75 08 4c 89 ff e8 60 41 ff ff    48 8b 35 d9 bb 09 00 48 8b 3d c2 ae 09 00 4c 89  | H..I..u.L...`A..H.5....H.=....L. | 
| 11080 |  e2 e8 7a 46 ff ff 85 c0 0f 88 df 1c 00 00 49 8b    04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c  | ..zF..........I..$..x.H..I..$u.L | 
| 110a0 |  89 e7 e8 29 41 ff ff 48 8b 3d 7a b9 09 00 e8 8d    18 01 00 49 89 c4 48 85 c0 0f 84 c5 1c 00 00 48  | ...)A..H.=z........I..H........H | 
| 110c0 |  8b 35 a2 bb 09 00 48 89 c7 e8 c2 25 00 00 49 89    c7 48 85 c0 0f 84 c0 1c 00 00 49 8b 04 24 85 c0  | .5....H....%..I..H........I..$.. | 
| 110e0 |  78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 dd    40 ff ff 48 8b 35 6e bb 09 00 48 8b 3d 3f ae 09  | x.H..I..$u.L....@..H.5n...H.=?.. | 
| 11100 |  00 4c 89 fa e8 f7 45 ff ff 85 c0 0f 88 9d 1c 00    00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08  | .L....E..........I....x.H..I..u. | 
| 11120 |  4c 89 ff e8 a8 40 ff ff 48 8b 3d f9 b8 09 00 e8    0c 18 01 00 49 89 c7 48 85 c0 0f 84 7f 1c 00 00  | L....@..H.=.........I..H........ | 
| 11140 |  48 8b 35 b9 bb 09 00 48 89 c7 e8 41 25 00 00 49    89 c4 48 85 c0 0f 84 77 1c 00 00 49 8b 07 85 c0  | H.5....H...A%..I..H....w...I.... | 
| 11160 |  78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 5e 40    ff ff 48 8b 35 87 bb 09 00 48 8b 3d c0 ad 09 00  | x.H..I..u.L...^@..H.5....H.=.... | 
| 11180 |  4c 89 e2 e8 78 45 ff ff 85 c0 0f 88 55 1c 00 00    49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75  | L...xE......U...I..$..x.H..I..$u | 
| 111a0 |  08 4c 89 e7 e8 27 40 ff ff 48 8b 3d 78 b8 09 00    e8 8b 17 01 00 49 89 c4 48 85 c0 0f 84 3b 1c 00  | .L...'@..H.=x........I..H....;.. | 
| 111c0 |  00 48 8b 35 80 bb 09 00 48 89 c7 e8 c0 24 00 00    49 89 c7 48 85 c0 0f 84 36 1c 00 00 49 8b 04 24  | .H.5....H....$..I..H....6...I..$ | 
| 111e0 |  85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7    e8 db 3f ff ff 48 8b 35 4c bb 09 00 48 8b 3d 3d  | ..x.H..I..$u.L....?..H.5L...H.== | 
| 11200 |  ad 09 00 4c 89 fa e8 f5 44 ff ff 85 c0 0f 88 13    1c 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07  | ...L....D..........I....x.H..I.. | 
| 11220 |  75 08 4c 89 ff e8 a6 3f ff ff 48 8b 3d f7 b7 09    00 e8 0a 17 01 00 49 89 c7 48 85 c0 0f 84 f5 1b  | u.L....?..H.=.........I..H...... | 
| 11240 |  00 00 48 8b 35 27 bb 09 00 48 89 c7 e8 3f 24 00    00 49 89 c4 48 85 c0 0f 84 ed 1b 00 00 49 8b 07  | ..H.5'...H...?$..I..H........I.. | 
| 11260 |  85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8    5c 3f ff ff 48 8b 35 f5 ba 09 00 48 8b 3d be ac  | ..x.H..I..u.L...\?..H.5....H.=.. | 
| 11280 |  09 00 4c 89 e2 e8 76 44 ff ff 85 c0 0f 88 cb 1b    00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04  | ..L...vD..........I..$..x.H..I.. | 
| 112a0 |  24 75 08 4c 89 e7 e8 25 3f ff ff 48 8b 3d 76 b7    09 00 e8 89 16 01 00 49 89 c4 48 85 c0 0f 84 b1  | $u.L...%?..H.=v........I..H..... | 
| 112c0 |  1b 00 00 48 8b 35 be ba 09 00 48 89 c7 e8 be 23    00 00 49 89 c7 48 85 c0 0f 84 ac 1b 00 00 49 8b  | ...H.5....H....#..I..H........I. | 
| 112e0 |  04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c    89 e7 e8 d9 3e ff ff 48 8b 35 8a ba 09 00 48 8b  | .$..x.H..I..$u.L....>..H.5....H. | 
| 11300 |  3d 3b ac 09 00 4c 89 fa e8 f3 43 ff ff 85 c0 0f    88 89 1b 00 00 49 8b 07 85 c0 78 10 48 ff c8 49  | =;...L....C..........I....x.H..I | 
| 11320 |  89 07 75 08 4c 89 ff e8 a4 3e ff ff 48 8b 3d f5    b6 09 00 e8 08 16 01 00 49 89 c7 48 85 c0 0f 84  | ..u.L....>..H.=.........I..H.... | 
| 11340 |  6b 1b 00 00 48 8b 35 6d ba 09 00 48 89 c7 e8 3d    23 00 00 49 89 c4 48 85 c0 0f 84 63 1b 00 00 49  | k...H.5m...H...=#..I..H....c...I | 
| 11360 |  8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89    ff e8 5a 3e ff ff 48 8b 35 3b ba 09 00 48 8b 3d  | ....x.H..I..u.L...Z>..H.5;...H.= | 
| 11380 |  bc ab 09 00 4c 89 e2 e8 74 43 ff ff 85 c0 0f 88    41 1b 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49  | ....L...tC......A...I..$..x.H..I | 
| 113a0 |  89 04 24 75 08 4c 89 e7 e8 23 3e ff ff 48 8b 3d    74 b6 09 00 e8 87 15 01 00 49 89 c4 48 85 c0 0f  | ..$u.L...#>..H.=t........I..H... | 
| 113c0 |  84 27 1b 00 00 48 8b 35 2c ba 09 00 48 89 c7 e8    bc 22 00 00 49 89 c7 48 85 c0 0f 84 22 1b 00 00  | .'...H.5,...H...."..I..H...."... | 
| 113e0 |  49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75    08 4c 89 e7 e8 d7 3d ff ff 48 8b 35 f8 b9 09 00  | I..$..x.H..I..$u.L....=..H.5.... | 
| 11400 |  48 8b 3d 39 ab 09 00 4c 89 fa e8 f1 42 ff ff 85    c0 0f 88 ff 1a 00 00 49 8b 07 85 c0 78 10 48 ff  | H.=9...L....B..........I....x.H. | 
| 11420 |  c8 49 89 07 75 08 4c 89 ff e8 a2 3d ff ff 48 8b    15 e3 b4 09 00 31 c9 31 f6 48 8d 3d 60 aa 09 00  | .I..u.L....=..H......1.1.H.=`... | 
| 11440 |  e8 0b 3e ff ff 49 89 c7 48 85 c0 0f 84 d6 1a 00    00 48 8b 35 00 b7 09 00 48 8b 3d e1 aa 09 00 48  | ..>..I..H........H.5....H.=....H | 
| 11460 |  89 c2 e8 99 42 ff ff 85 c0 0f 88 cb 1a 00 00 49    8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89  | ....B..........I....x.H..I..u.L. | 
| 11480 |  ff e8 4a 3d ff ff 48 8b 15 8b b4 09 00 31 c9 31    f6 48 8d 3d e8 a9 09 00 e8 b3 3d ff ff 49 89 c7  | ..J=..H......1.1.H.=......=..I.. | 
| 114a0 |  48 85 c0 0f 84 a2 1a 00 00 48 8b 35 e0 b0 09 00    48 8b 3d 89 aa 09 00 48 89 c2 e8 41 42 ff ff 85  | H........H.5....H.=....H...AB... | 
| 114c0 |  c0 0f 88 97 1a 00 00 49 8b 07 85 c0 78 10 48 ff    c8 49 89 07 75 08 4c 89 ff e8 f2 3c ff ff 48 8b  | .......I....x.H..I..u.L....<..H. | 
| 114e0 |  15 33 b4 09 00 31 c9 31 f6 48 8d 3d 70 a9 09 00    e8 5b 3d ff ff 49 89 c7 48 85 c0 0f 84 6e 1a 00  | .3...1.1.H.=p....[=..I..H....n.. | 
| 11500 |  00 48 8b 35 68 b6 09 00 48 8b 3d 31 aa 09 00 48    89 c2 e8 e9 41 ff ff 85 c0 0f 88 63 1a 00 00 49  | .H.5h...H.=1...H....A......c...I | 
| 11520 |  8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89    ff e8 9a 3c ff ff 48 8b 15 db b3 09 00 31 c9 31  | ....x.H..I..u.L....<..H......1.1 | 
| 11540 |  f6 48 8d 3d f8 a8 09 00 e8 03 3d ff ff 49 89 c7    48 85 c0 0f 84 3a 1a 00 00 48 8b 35 d0 b5 09 00  | .H.=......=..I..H....:...H.5.... | 
| 11560 |  48 8b 3d d9 a9 09 00 48 89 c2 e8 91 41 ff ff 85    c0 0f 88 2f 1a 00 00 49 8b 07 85 c0 78 10 48 ff  | H.=....H....A....../...I....x.H. | 
| 11580 |  c8 49 89 07 75 08 4c 89 ff e8 42 3c ff ff 48 8b    15 83 b3 09 00 31 c9 31 f6 48 8d 3d 80 a8 09 00  | .I..u.L...B<..H......1.1.H.=.... | 
| 115a0 |  e8 ab 3c ff ff 49 89 c7 48 85 c0 0f 84 06 1a 00    00 48 8b 35 f8 b4 09 00 48 8b 3d 81 a9 09 00 48  | ..<..I..H........H.5....H.=....H | 
| 115c0 |  89 c2 e8 39 41 ff ff 85 c0 0f 88 fb 19 00 00 49    8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89  | ...9A..........I....x.H..I..u.L. | 
| 115e0 |  ff e8 ea 3b ff ff bf 35 00 00 00 e8 70 3a ff ff    49 89 c7 48 85 c0 0f 84 df 19 00 00 48 8b 15 45  | ...;...5....p:..I..H........H..E | 
| 11600 |  ad 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48    8b 15 32 ad 09 00 48 89 10 48 8b 15 40 ad 09 00  | .......t...I.G.H..2...H..H..@... | 
| 11620 |  8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 2d    ad 09 00 48 89 50 08 48 8b 15 5a ad 09 00 8b 02  | ....t...I.G.H..-...H.P.H..Z..... | 
| 11640 |  ff c0 74 02 89 02 49 8b 47 18 48 8b 15 47 ad 09    00 48 89 50 10 48 8b 15 84 ad 09 00 8b 02 ff c0  | ..t...I.G.H..G...H.P.H.......... | 
| 11660 |  74 02 89 02 49 8b 47 18 48 8b 15 71 ad 09 00 48    89 50 18 48 8b 15 7e ad 09 00 8b 02 ff c0 74 02  | t...I.G.H..q...H.P.H..~.......t. | 
| 11680 |  89 02 49 8b 47 18 48 8b 15 6b ad 09 00 48 89 50    20 48 8b 15 f8 ad 09 00 8b 02 ff c0 74 02 89 02  | ..I.G.H..k...H.P.H..........t... | 
| 116a0 |  49 8b 47 18 48 8b 15 e5 ad 09 00 48 89 50 28 48    8b 15 4a ae 09 00 8b 02 ff c0 74 02 89 02 49 8b  | I.G.H......H.P(H..J.......t...I. | 
| 116c0 |  47 18 48 8b 15 37 ae 09 00 48 89 50 30 48 8b 15    44 ae 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18  | G.H..7...H.P0H..D.......t...I.G. | 
| 116e0 |  48 8b 15 31 ae 09 00 48 89 50 38 48 8b 15 5e ae    09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b  | H..1...H.P8H..^.......t...I.G.H. | 
| 11700 |  15 4b ae 09 00 48 89 50 40 48 8b 15 68 ae 09 00    8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 55  | .K...H.P@H..h.......t...I.G.H..U | 
| 11720 |  ae 09 00 48 89 50 48 48 8b 15 6a ae 09 00 8b 02    ff c0 74 02 89 02 49 8b 47 18 48 8b 15 57 ae 09  | ...H.PHH..j.......t...I.G.H..W.. | 
| 11740 |  00 48 89 50 50 48 8b 15 5c ae 09 00 8b 02 ff c0    74 02 89 02 49 8b 47 18 48 8b 15 49 ae 09 00 48  | .H.PPH..\.......t...I.G.H..I...H | 
| 11760 |  89 50 58 48 8b 15 5e ae 09 00 8b 02 ff c0 74 02    89 02 49 8b 47 18 48 8b 15 4b ae 09 00 48 89 50  | .PXH..^.......t...I.G.H..K...H.P | 
| 11780 |  60 48 8b 15 68 ae 09 00 8b 02 ff c0 74 02 89 02    49 8b 47 18 48 8b 15 55 ae 09 00 48 89 50 68 48  | `H..h.......t...I.G.H..U...H.PhH | 
| 117a0 |  8b 15 2a af 09 00 8b 02 ff c0 74 02 89 02 49 8b    47 18 48 8b 15 17 af 09 00 48 89 50 70 48 8b 15  | ..*.......t...I.G.H......H.PpH.. | 
| 117c0 |  8c af 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18    48 8b 15 79 af 09 00 48 89 50 78 48 8b 15 86 af  | ........t...I.G.H..y...H.PxH.... | 
| 117e0 |  09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b    15 73 af 09 00 48 89 90 80 00 00 00 48 8b 15 7d  | ......t...I.G.H..s...H......H..} | 
| 11800 |  af 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48    8b 15 6a af 09 00 48 89 90 88 00 00 00 48 8b 15  | .......t...I.G.H..j...H......H.. | 
| 11820 |  d4 af 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18    48 8b 15 c1 af 09 00 48 89 90 90 00 00 00 48 8b  | ........t...I.G.H......H......H. | 
| 11840 |  15 cb af 09 00 8b 02 ff c0 74 02 89 02 49 8b 47    18 48 8b 15 b8 af 09 00 48 89 90 98 00 00 00 48  | .........t...I.G.H......H......H | 
| 11860 |  8b 15 f2 af 09 00 8b 02 ff c0 74 02 89 02 49 8b    47 18 48 8b 15 df af 09 00 48 89 90 a0 00 00 00  | ..........t...I.G.H......H...... | 
| 11880 |  48 8b 15 19 b0 09 00 8b 02 ff c0 74 02 89 02 49    8b 47 18 48 8b 15 06 b0 09 00 48 89 90 a8 00 00  | H..........t...I.G.H......H..... | 
| 118a0 |  00 48 8b 15 10 b0 09 00 8b 02 ff c0 74 02 89 02    49 8b 47 18 48 8b 15 fd af 09 00 48 89 90 b0 00  | .H..........t...I.G.H......H.... | 
| 118c0 |  00 00 48 8b 15 07 b0 09 00 8b 02 ff c0 74 02 89    02 49 8b 47 18 48 8b 15 f4 af 09 00 48 89 90 b8  | ..H..........t...I.G.H......H... | 
| 118e0 |  00 00 00 48 8b 15 76 b0 09 00 8b 02 ff c0 74 02    89 02 49 8b 47 18 48 8b 15 63 b0 09 00 48 89 90  | ...H..v.......t...I.G.H..c...H.. | 
| 11900 |  c0 00 00 00 48 8b 15 6d b0 09 00 8b 02 ff c0 74    02 89 02 49 8b 47 18 48 8b 15 5a b0 09 00 48 89  | ....H..m.......t...I.G.H..Z...H. | 
| 11920 |  90 c8 00 00 00 48 8b 15 6c b0 09 00 8b 02 ff c0    74 02 89 02 49 8b 47 18 48 8b 15 59 b0 09 00 48  | .....H..l.......t...I.G.H..Y...H | 
| 11940 |  89 90 d0 00 00 00 48 8b 15 73 b0 09 00 8b 02 ff    c0 74 02 89 02 49 8b 47 18 48 8b 15 60 b0 09 00  | ......H..s.......t...I.G.H..`... | 
| 11960 |  48 89 90 d8 00 00 00 48 8b 15 b2 b0 09 00 8b 02    ff c0 74 02 89 02 49 8b 47 18 48 8b 15 9f b0 09  | H......H..........t...I.G.H..... | 
| 11980 |  00 48 89 90 e0 00 00 00 48 8b 15 b1 b0 09 00 8b    02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 9e b0  | .H......H..........t...I.G.H.... | 
| 119a0 |  09 00 48 89 90 e8 00 00 00 48 8b 15 a8 b0 09 00    8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 95  | ..H......H..........t...I.G.H... | 
| 119c0 |  b0 09 00 48 89 90 f0 00 00 00 48 8b 15 9f b0 09    00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15  | ...H......H..........t...I.G.H.. | 
| 119e0 |  8c b0 09 00 48 89 90 f8 00 00 00 48 8b 15 8e b0    09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b  | ....H......H..........t...I.G.H. | 
| 11a00 |  15 7b b0 09 00 48 89 90 00 01 00 00 48 8b 15 85    b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48  | .{...H......H..........t...I.G.H | 
| 11a20 |  8b 15 72 b0 09 00 48 89 90 08 01 00 00 48 8b 15    84 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18  | ..r...H......H..........t...I.G. | 
| 11a40 |  48 8b 15 71 b0 09 00 48 89 90 10 01 00 00 48 8b    15 83 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47  | H..q...H......H..........t...I.G | 
| 11a60 |  18 48 8b 15 70 b0 09 00 48 89 90 18 01 00 00 48    8b 15 c2 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b  | .H..p...H......H..........t...I. | 
| 11a80 |  47 18 48 8b 15 af b0 09 00 48 89 90 20 01 00 00    48 8b 15 c9 b0 09 00 8b 02 ff c0 74 02 89 02 49  | G.H......H......H..........t...I | 
| 11aa0 |  8b 47 18 48 8b 15 b6 b0 09 00 48 89 90 28 01 00    00 48 8b 15 c0 b0 09 00 8b 02 ff c0 74 02 89 02  | .G.H......H..(...H..........t... | 
| 11ac0 |  49 8b 47 18 48 8b 15 ad b0 09 00 48 89 90 30 01    00 00 48 8b 15 af b0 09 00 8b 02 ff c0 74 02 89  | I.G.H......H..0...H..........t.. | 
| 11ae0 |  02 49 8b 47 18 48 8b 15 9c b0 09 00 48 89 90 38    01 00 00 48 8b 15 b6 b0 09 00 8b 02 ff c0 74 02  | .I.G.H......H..8...H..........t. | 
| 11b00 |  89 02 49 8b 47 18 48 8b 15 a3 b0 09 00 48 89 90    40 01 00 00 48 8b 15 f5 b0 09 00 8b 02 ff c0 74  | ..I.G.H......H..@...H..........t | 
| 11b20 |  02 89 02 49 8b 47 18 48 8b 15 e2 b0 09 00 48 89    90 48 01 00 00 48 8b 15 ec b0 09 00 8b 02 ff c0  | ...I.G.H......H..H...H.......... | 
| 11b40 |  74 02 89 02 49 8b 47 18 48 8b 15 d9 b0 09 00 48    89 90 50 01 00 00 48 8b 15 e3 b0 09 00 8b 02 ff  | t...I.G.H......H..P...H......... | 
| 11b60 |  c0 74 02 89 02 49 8b 47 18 48 8b 15 d0 b0 09 00    48 89 90 58 01 00 00 48 8b 15 da b0 09 00 8b 02  | .t...I.G.H......H..X...H........ | 
| 11b80 |  ff c0 74 02 89 02 49 8b 47 18 48 8b 15 c7 b0 09    00 48 89 90 60 01 00 00 48 8b 15 d1 b0 09 00 8b  | ..t...I.G.H......H..`...H....... | 
| 11ba0 |  02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 be b0    09 00 48 89 90 68 01 00 00 48 8b 15 48 b1 09 00  | ...t...I.G.H......H..h...H..H... | 
| 11bc0 |  8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 35    b1 09 00 48 89 90 70 01 00 00 48 8b 15 6f b1 09  | ....t...I.G.H..5...H..p...H..o.. | 
| 11be0 |  00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15    5c b1 09 00 48 89 90 78 01 00 00 48 8b 15 76 b1  | .....t...I.G.H..\...H..x...H..v. | 
| 11c00 |  09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b    15 63 b1 09 00 48 89 90 80 01 00 00 48 8b 15 6d  | ......t...I.G.H..c...H......H..m | 
| 11c20 |  b1 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48    8b 15 5a b1 09 00 48 89 90 88 01 00 00 48 8b 15  | .......t...I.G.H..Z...H......H.. | 
| 11c40 |  7c b1 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18    48 8b 15 69 b1 09 00 48 89 90 90 01 00 00 48 8b  | |.......t...I.G.H..i...H......H. | 
| 11c60 |  15 9b b1 09 00 8b 02 ff c0 74 02 89 02 49 8b 47    18 48 8b 15 88 b1 09 00 48 89 90 98 01 00 00 48  | .........t...I.G.H......H......H | 
| 11c80 |  8b 15 02 a4 09 00 8b 02 ff c0 74 02 89 02 48 8b    15 f3 a3 09 00 49 8b 47 18 48 8b 3d a0 a2 09 00  | ..........t...H......I.G.H.=.... | 
| 11ca0 |  48 89 90 a0 01 00 00 48 8b 35 1a a6 09 00 4c 89    fa e8 4a 3a ff ff 85 c0 0f 88 30 13 00 00 49 8b  | H......H.5....L...J:......0...I. | 
| 11cc0 |  07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff    e8 fb 34 ff ff bf 2d 00 00 00 e8 41 3b ff ff 49  | ...x.H..I..u.L....4...-....A;..I | 
| 11ce0 |  89 c7 48 85 c0 0f 84 14 13 00 00 48 8b 15 76 ae    09 00 48 8b 35 8f a4 09 00 48 89 c7 e8 ff 39 ff  | ..H........H..v...H.5....H....9. | 
| 11d00 |  ff 85 c0 0f 88 09 13 00 00 48 8b 15 90 ad 09 00    48 8b 35 61 a4 09 00 4c 89 ff e8 e1 39 ff ff 85  | .........H......H.5a...L....9... | 
| 11d20 |  c0 0f 88 fc 12 00 00 48 8b 15 da a7 09 00 48 8b    35 83 a3 09 00 4c 89 ff e8 c3 39 ff ff 85 c0 0f  | .......H......H.5....L....9..... | 
| 11d40 |  88 ef 12 00 00 48 8b 15 e4 ae 09 00 48 8b 35 4d    a4 09 00 4c 89 ff e8 a5 39 ff ff 85 c0 0f 88 e2  | .....H......H.5M...L....9....... | 
| 11d60 |  12 00 00 48 8b 15 8e af 09 00 48 8b 35 4f a4 09    00 4c 89 ff e8 87 39 ff ff 85 c0 0f 88 d5 12 00  | ...H......H.5O...L....9......... | 
| 11d80 |  00 48 8b 15 c0 ac 09 00 48 8b 35 d1 a3 09 00 4c    89 ff e8 69 39 ff ff 85 c0 0f 88 c8 12 00 00 48  | .H......H.5....L...i9..........H | 
| 11da0 |  8b 15 fa a5 09 00 48 8b 35 eb a2 09 00 4c 89 ff    e8 4b 39 ff ff 85 c0 0f 88 bb 12 00 00 48 8b 15  | ......H.5....L...K9..........H.. | 
| 11dc0 |  3c a6 09 00 48 8b 35 dd a2 09 00 4c 89 ff e8 2d    39 ff ff 85 c0 0f 88 ae 12 00 00 48 8b 15 76 af  | <...H.5....L...-9..........H..v. | 
| 11de0 |  09 00 48 8b 35 e7 a3 09 00 4c 89 ff e8 0f 39 ff    ff 85 c0 0f 88 a1 12 00 00 48 8b 15 30 ac 09 00  | ..H.5....L....9..........H..0... | 
| 11e00 |  48 8b 35 51 a3 09 00 4c 89 ff e8 f1 38 ff ff 85    c0 0f 88 94 12 00 00 48 8b 15 42 ac 09 00 48 8b  | H.5Q...L....8..........H..B...H. | 
| 11e20 |  35 43 a3 09 00 4c 89 ff e8 d3 38 ff ff 85 c0 0f    88 87 12 00 00 48 8b 15 4c ac 09 00 48 8b 35 2d  | 5C...L....8..........H..L...H.5- | 
| 11e40 |  a3 09 00 4c 89 ff e8 b5 38 ff ff 85 c0 0f 88 7a    12 00 00 48 8b 15 06 ae 09 00 48 8b 35 4f a3 09  | ...L....8......z...H......H.5O.. | 
| 11e60 |  00 4c 89 ff e8 97 38 ff ff 85 c0 0f 88 6d 12 00    00 48 8b 15 60 aa 09 00 48 8b 35 b1 a2 09 00 4c  | .L....8......m...H..`...H.5....L | 
| 11e80 |  89 ff e8 79 38 ff ff 85 c0 0f 88 60 12 00 00 48    8b 15 b2 ad 09 00 48 8b 35 0b a3 09 00 4c 89 ff  | ...y8......`...H......H.5....L.. | 
| 11ea0 |  e8 5b 38 ff ff 85 c0 0f 88 53 12 00 00 48 8b 15    a4 a6 09 00 48 8b 35 0d a2 09 00 4c 89 ff e8 3d  | .[8......S...H......H.5....L...= | 
| 11ec0 |  38 ff ff 85 c0 0f 88 46 12 00 00 48 8b 15 4e a6    09 00 48 8b 35 e7 a1 09 00 4c 89 ff e8 1f 38 ff  | 8......F...H..N...H.5....L....8. | 
| 11ee0 |  ff 85 c0 0f 88 39 12 00 00 48 8b 15 d0 a9 09 00    48 8b 35 31 a2 09 00 4c 89 ff e8 01 38 ff ff 85  | .....9...H......H.51...L....8... | 
| 11f00 |  c0 0f 88 2c 12 00 00 48 8b 15 da a4 09 00 48 8b    35 8b a1 09 00 4c 89 ff e8 e3 37 ff ff 85 c0 0f  | ...,...H......H.5....L....7..... | 
| 11f20 |  88 1f 12 00 00 48 8b 15 7c a9 09 00 48 8b 35 ed    a1 09 00 4c 89 ff e8 c5 37 ff ff 85 c0 0f 88 12  | .....H..|...H.5....L....7....... | 
| 11f40 |  12 00 00 48 8b 15 ce ac 09 00 48 8b 35 47 a2 09    00 4c 89 ff e8 a7 37 ff ff 85 c0 0f 88 05 12 00  | ...H......H.5G...L....7......... | 
| 11f60 |  00 48 8b 15 10 ad 09 00 48 8b 35 49 a2 09 00 4c    89 ff e8 89 37 ff ff 85 c0 0f 88 f8 11 00 00 48  | .H......H.5I...L....7..........H | 
| 11f80 |  8b 15 fa ad 09 00 48 8b 35 4b a2 09 00 4c 89 ff    e8 6b 37 ff ff 85 c0 0f 88 eb 11 00 00 48 8b 15  | ......H.5K...L...k7..........H.. | 
| 11fa0 |  c4 a9 09 00 48 8b 35 8d a1 09 00 4c 89 ff e8 4d    37 ff ff 85 c0 0f 88 de 11 00 00 48 8b 15 06 ae  | ....H.5....L...M7..........H.... | 
| 11fc0 |  09 00 48 8b 35 1f a2 09 00 4c 89 ff e8 2f 37 ff    ff 85 c0 0f 88 d1 11 00 00 48 8b 15 e8 a9 09 00  | ..H.5....L.../7..........H...... | 
| 11fe0 |  48 8b 35 69 a1 09 00 4c 89 ff e8 11 37 ff ff 85    c0 0f 88 c4 11 00 00 48 8b 15 da a6 09 00 48 8b  | H.5i...L....7..........H......H. | 
| 12000 |  35 e3 a0 09 00 4c 89 ff e8 f3 36 ff ff 85 c0 0f    88 b7 11 00 00 48 8b 15 b4 a5 09 00 48 8b 35 b5  | 5....L....6..........H......H.5. | 
| 12020 |  a0 09 00 4c 89 ff e8 d5 36 ff ff 85 c0 0f 88 aa    11 00 00 48 8b 15 1e a7 09 00 48 8b 35 af a0 09  | ...L....6..........H......H.5... | 
| 12040 |  00 4c 89 ff e8 b7 36 ff ff 85 c0 0f 88 9d 11 00    00 48 8b 15 18 a7 09 00 48 8b 35 99 a0 09 00 4c  | .L....6..........H......H.5....L | 
| 12060 |  89 ff e8 99 36 ff ff 85 c0 0f 88 90 11 00 00 48    8b 15 6a aa 09 00 48 8b 35 03 a1 09 00 4c 89 ff  | ....6..........H..j...H.5....L.. | 
| 12080 |  e8 7b 36 ff ff 85 c0 0f 88 83 11 00 00 48 8b 15    04 ad 09 00 48 8b 35 45 a1 09 00 4c 89 ff e8 5d  | .{6..........H......H.5E...L...] | 
| 120a0 |  36 ff ff 85 c0 0f 88 76 11 00 00 48 8b 15 5e ac    09 00 48 8b 35 0f a1 09 00 4c 89 ff e8 3f 36 ff  | 6......v...H..^...H.5....L...?6. | 
| 120c0 |  ff 85 c0 0f 88 69 11 00 00 48 8b 15 98 a2 09 00    48 8b 35 b9 9f 09 00 4c 89 ff e8 21 36 ff ff 85  | .....i...H......H.5....L...!6... | 
| 120e0 |  c0 0f 88 5c 11 00 00 48 8b 15 72 a7 09 00 48 8b    35 23 a0 09 00 4c 89 ff e8 03 36 ff ff 85 c0 0f  | ...\...H..r...H.5#...L....6..... | 
| 12100 |  88 4f 11 00 00 48 8b 15 94 a8 09 00 48 8b 35 35    a0 09 00 4c 89 ff e8 e5 35 ff ff 85 c0 0f 88 42  | .O...H......H.55...L....5......B | 
| 12120 |  11 00 00 48 8b 15 de ac 09 00 48 8b 35 bf a0 09    00 4c 89 ff e8 c7 35 ff ff 85 c0 0f 88 35 11 00  | ...H......H.5....L....5......5.. | 
| 12140 |  00 48 8b 15 38 a4 09 00 48 8b 35 81 9f 09 00 4c    89 ff e8 a9 35 ff ff 85 c0 0f 88 28 11 00 00 48  | .H..8...H.5....L....5......(...H | 
| 12160 |  8b 15 92 a4 09 00 48 8b 35 73 9f 09 00 4c 89 ff    e8 8b 35 ff ff 85 c0 0f 88 1b 11 00 00 48 8b 15  | ......H.5s...L....5..........H.. | 
| 12180 |  04 a6 09 00 48 8b 35 75 9f 09 00 4c 89 ff e8 6d    35 ff ff 85 c0 0f 88 0e 11 00 00 48 8b 15 76 a6  | ....H.5u...L...m5..........H..v. | 
| 121a0 |  09 00 48 8b 35 67 9f 09 00 4c 89 ff e8 4f 35 ff    ff 85 c0 0f 88 01 11 00 00 48 8b 15 40 a6 09 00  | ..H.5g...L...O5..........H..@... | 
| 121c0 |  48 8b 35 41 9f 09 00 4c 89 ff e8 31 35 ff ff 85    c0 0f 88 f4 10 00 00 48 8b 15 ba a2 09 00 48 8b  | H.5A...L...15..........H......H. | 
| 121e0 |  35 cb 9e 09 00 4c 89 ff e8 13 35 ff ff 85 c0 0f    88 e7 10 00 00 48 8b 15 bc a9 09 00 48 8b 35 8d  | 5....L....5..........H......H.5. | 
| 12200 |  9f 09 00 4c 89 ff e8 f5 34 ff ff 85 c0 0f 88 da    10 00 00 48 8b 15 66 a7 09 00 48 8b 35 1f 9f 09  | ...L....4..........H..f...H.5... | 
| 12220 |  00 4c 89 ff e8 d7 34 ff ff 85 c0 0f 88 cd 10 00    00 48 8b 35 a8 aa 09 00 48 8b 3d 01 9d 09 00 4c  | .L....4..........H.5....H.=....L | 
| 12240 |  89 fa e8 b9 34 ff ff 85 c0 0f 88 c0 10 00 00 49    8b 07 85 c0 0f 88 48 c6 ff ff 48 ff c8 49 89 07  | ....4..........I......H...H..I.. | 
| 12260 |  0f 85 3c c6 ff ff 4c 89 ff e8 62 2f ff ff e9 2f    c6 ff ff 31 ed 41 bc f5 76 00 00 41 bd 03 00 00  | ..<...L...b/.../...1.A..v..A.... | 
| 12280 |  00 bb 01 00 00 00 e9 88 c5 ff ff 4c 89 fd 41 bc    f7 76 00 00 45 31 ff bb 01 00 00 00 41 bd 03 00  | ...........L..A..v..E1......A... | 
| 122a0 |  00 00 e9 6c c5 ff ff 31 ed 41 bc 01 77 00 00 41    bd 04 00 00 00 bb 01 00 00 00 e9 54 c5 ff ff 4c  | ...l...1.A..w..A...........T...L | 
| 122c0 |  89 fd 41 bc 03 77 00 00 45 31 ff bb 01 00 00 00    41 bd 04 00 00 00 e9 38 c5 ff ff 45 31 ff 31 ed  | ..A..w..E1......A......8...E1.1. | 
| 122e0 |  41 bc 0d 77 00 00 bb 01 00 00 00 41 bd 05 00 00    00 e9 1d c5 ff ff 4c 89 e5 41 bd 05 00 00 00 41  | A..w.......A..........L..A.....A | 
| 12300 |  bc 12 77 00 00 bb 01 00 00 00 e9 04 c5 ff ff 31    ed 41 bc 15 77 00 00 41 bd 05 00 00 00 bb 01 00  | ..w............1.A..w..A........ | 
| 12320 |  00 00 e9 ec c4 ff ff 4c 89 e5 41 bd 05 00 00 00    41 bc 17 77 00 00 bb 01 00 00 00 e9 d3 c4 ff ff  | .......L..A.....A..w............ | 
| 12340 |  31 ed 41 bc 22 77 00 00 41 bd 07 00 00 00 bb 01    00 00 00 e9 bb c4 ff ff 41 bc 24 77 00 00 41 bd  | 1.A."w..A...............A.$w..A. | 
| 12360 |  07 00 00 00 bb 01 00 00 00 e9 a5 c4 ff ff 31 ed    41 bc 2e 77 00 00 41 bd 13 00 00 00 bb 01 00 00  | ..............1.A..w..A......... | 
| 12380 |  00 e9 8d c4 ff ff 31 ed 41 bc 33 77 00 00 41 bd    13 00 00 00 bb 01 00 00 00 e9 75 c4 ff ff 4c 89  | ......1.A.3w..A...........u...L. | 
| 123a0 |  e5 41 bd 13 00 00 00 41 bc 36 77 00 00 bb 01 00    00 00 e9 5c c4 ff ff 4c 89 e5 41 bd 13 00 00 00  | .A.....A.6w........\...L..A..... | 
| 123c0 |  41 bc 38 77 00 00 bb 01 00 00 00 e9 43 c4 ff ff    31 ed 41 bc 4c 77 00 00 41 bd b2 00 00 00 e9 30  | A.8w........C...1.A.Lw..A......0 | 
| 123e0 |  c4 ff ff 4c 89 fd 41 bc 4e 77 00 00 45 31 ff 41    bd b2 00 00 00 e9 19 c4 ff ff 31 ed 41 bc 64 77  | ...L..A.Nw..E1.A..........1.A.dw | 
| 12400 |  00 00 41 bd 81 12 00 00 e9 06 c4 ff ff 4c 89 fd    41 bc 66 77 00 00 45 31 ff 41 bd 81 12 00 00 e9  | ..A..........L..A.fw..E1.A...... | 
| 12420 |  ef c3 ff ff 45 31 ff 31 ed 41 bc 70 77 00 00 41    bd 83 12 00 00 e9 d9 c3 ff ff 4c 89 e5 41 bd 83  | ....E1.1.A.pw..A..........L..A.. | 
| 12440 |  12 00 00 41 bc 72 77 00 00 e9 c5 c3 ff ff 41 bc    75 77 00 00 41 bd 83 12 00 00 e9 b4 c3 ff ff 31  | ...A.rw.......A.uw..A..........1 | 
| 12460 |  ed 41 bc 7f 77 00 00 41 bd 84 12 00 00 e9 a1 c3    ff ff 31 ed 41 bc 81 77 00 00 41 bd 84 12 00 00  | .A..w..A..........1.A..w..A..... | 
| 12480 |  e9 8e c3 ff ff 4c 89 e5 45 31 ff 41 bc 84 77 00    00 41 bd 84 12 00 00 e9 77 c3 ff ff 45 31 ff 31  | .....L..E1.A..w..A......w...E1.1 | 
| 124a0 |  ed 41 bc 8e 77 00 00 41 bd 85 12 00 00 e9 61 c3    ff ff 4c 89 e5 41 bd 85 12 00 00 41 bc 90 77 00  | .A..w..A......a...L..A.....A..w. | 
| 124c0 |  00 e9 4d c3 ff ff 41 bc 93 77 00 00 41 bd 85 12    00 00 e9 3c c3 ff ff 31 ed 41 bc 9d 77 00 00 41  | ..M...A..w..A......<...1.A..w..A | 
| 124e0 |  bd 86 12 00 00 e9 29 c3 ff ff 31 ed 41 bc 9f 77    00 00 41 bd 86 12 00 00 e9 16 c3 ff ff 4c 89 e5  | ......)...1.A..w..A..........L.. | 
| 12500 |  45 31 ff 41 bc a2 77 00 00 41 bd 86 12 00 00 e9    ff c2 ff ff 45 31 ff 31 ed 41 bc ac 77 00 00 41  | E1.A..w..A..........E1.1.A..w..A | 
| 12520 |  bd 87 12 00 00 e9 e9 c2 ff ff 4c 89 e5 41 bd 87    12 00 00 41 bc ae 77 00 00 e9 d5 c2 ff ff 41 bc  | ..........L..A.....A..w.......A. | 
| 12540 |  b1 77 00 00 41 bd 87 12 00 00 e9 c4 c2 ff ff 31    ed 41 bc bb 77 00 00 41 bd 88 12 00 00 e9 b1 c2  | .w..A..........1.A..w..A........ | 
| 12560 |  ff ff 31 ed 41 bc bd 77 00 00 41 bd 88 12 00 00    e9 9e c2 ff ff 4c 89 e5 45 31 ff 41 bc c0 77 00  | ..1.A..w..A..........L..E1.A..w. | 
| 12580 |  00 41 bd 88 12 00 00 e9 87 c2 ff ff 45 31 ff 31    ed 41 bc ca 77 00 00 41 bd 89 12 00 00 e9 71 c2  | .A..........E1.1.A..w..A......q. | 
| 125a0 |  ff ff 4c 89 e5 41 bd 89 12 00 00 41 bc cc 77 00    00 e9 5d c2 ff ff 41 bc cf 77 00 00 41 bd 89 12  | ..L..A.....A..w...]...A..w..A... | 
| 125c0 |  00 00 e9 4c c2 ff ff 31 ed 41 bc d9 77 00 00 41    bd 8a 12 00 00 e9 39 c2 ff ff 31 ed 41 bc db 77  | ...L...1.A..w..A......9...1.A..w | 
| 125e0 |  00 00 41 bd 8a 12 00 00 e9 26 c2 ff ff 4c 89 e5    45 31 ff 41 bc de 77 00 00 41 bd 8a 12 00 00 e9  | ..A......&...L..E1.A..w..A...... | 
| 12600 |  0f c2 ff ff 45 31 ff 31 ed 41 bc e8 77 00 00 41    bd 8b 12 00 00 e9 f9 c1 ff ff 4c 89 e5 41 bd 8b  | ....E1.1.A..w..A..........L..A.. | 
| 12620 |  12 00 00 41 bc ea 77 00 00 e9 e5 c1 ff ff 41 bc    ed 77 00 00 41 bd 8b 12 00 00 e9 d4 c1 ff ff 31  | ...A..w.......A..w..A..........1 | 
| 12640 |  ed 41 bc f7 77 00 00 41 bd 8c 12 00 00 e9 c1 c1    ff ff 31 ed 41 bc f9 77 00 00 41 bd 8c 12 00 00  | .A..w..A..........1.A..w..A..... | 
| 12660 |  e9 ae c1 ff ff 4c 89 e5 45 31 ff 41 bc fc 77 00    00 41 bd 8c 12 00 00 e9 97 c1 ff ff 45 31 ff 31  | .....L..E1.A..w..A..........E1.1 | 
| 12680 |  ed 41 bc 06 78 00 00 41 bd 8d 12 00 00 e9 81 c1    ff ff 4c 89 e5 41 bd 8d 12 00 00 41 bc 08 78 00  | .A..x..A..........L..A.....A..x. | 
| 126a0 |  00 e9 6d c1 ff ff 41 bc 0b 78 00 00 41 bd 8d 12    00 00 e9 5c c1 ff ff 31 ed 41 bc 15 78 00 00 41  | ..m...A..x..A......\...1.A..x..A | 
| 126c0 |  bd 8e 12 00 00 e9 49 c1 ff ff 31 ed 41 bc 17 78    00 00 41 bd 8e 12 00 00 e9 36 c1 ff ff 4c 89 e5  | ......I...1.A..x..A......6...L.. | 
| 126e0 |  45 31 ff 41 bc 1a 78 00 00 41 bd 8e 12 00 00 e9    1f c1 ff ff 45 31 ff 31 ed 41 bc 24 78 00 00 41  | E1.A..x..A..........E1.1.A.$x..A | 
| 12700 |  bd 8f 12 00 00 e9 09 c1 ff ff 4c 89 e5 41 bd 8f    12 00 00 41 bc 26 78 00 00 e9 f5 c0 ff ff 41 bc  | ..........L..A.....A.&x.......A. | 
| 12720 |  29 78 00 00 41 bd 8f 12 00 00 e9 e4 c0 ff ff 31    ed 41 bc 33 78 00 00 41 bd 90 12 00 00 e9 d1 c0  | )x..A..........1.A.3x..A........ | 
| 12740 |  ff ff 31 ed 41 bc 35 78 00 00 41 bd 90 12 00 00    e9 be c0 ff ff 4c 89 e5 45 31 ff 41 bc 38 78 00  | ..1.A.5x..A..........L..E1.A.8x. | 
| 12760 |  00 41 bd 90 12 00 00 e9 a7 c0 ff ff 45 31 ff 31    ed 41 bc 42 78 00 00 41 bd 91 12 00 00 e9 91 c0  | .A..........E1.1.A.Bx..A........ | 
| 12780 |  ff ff 4c 89 e5 41 bd 91 12 00 00 41 bc 44 78 00    00 e9 7d c0 ff ff 41 bc 47 78 00 00 41 bd 91 12  | ..L..A.....A.Dx...}...A.Gx..A... | 
| 127a0 |  00 00 e9 6c c0 ff ff 31 ed 41 bc 51 78 00 00 41    bd 92 12 00 00 e9 59 c0 ff ff 31 ed 41 bc 53 78  | ...l...1.A.Qx..A......Y...1.A.Sx | 
| 127c0 |  00 00 41 bd 92 12 00 00 e9 46 c0 ff ff 4c 89 e5    45 31 ff 41 bc 56 78 00 00 41 bd 92 12 00 00 e9  | ..A......F...L..E1.A.Vx..A...... | 
| 127e0 |  2f c0 ff ff 45 31 ff 31 ed 41 bc 60 78 00 00 41    bd 93 12 00 00 e9 19 c0 ff ff 4c 89 e5 41 bd 93  | /...E1.1.A.`x..A..........L..A.. | 
| 12800 |  12 00 00 41 bc 62 78 00 00 e9 05 c0 ff ff 41 bc    65 78 00 00 41 bd 93 12 00 00 e9 f4 bf ff ff 31  | ...A.bx.......A.ex..A..........1 | 
| 12820 |  ed 41 bc 6f 78 00 00 41 bd 94 12 00 00 e9 e1 bf    ff ff 31 ed 41 bc 71 78 00 00 41 bd 94 12 00 00  | .A.ox..A..........1.A.qx..A..... | 
| 12840 |  e9 ce bf ff ff 4c 89 e5 45 31 ff 41 bc 74 78 00    00 41 bd 94 12 00 00 e9 b7 bf ff ff 45 31 ff 31  | .....L..E1.A.tx..A..........E1.1 | 
| 12860 |  ed 41 bc 7e 78 00 00 41 bd 95 12 00 00 e9 a1 bf    ff ff 4c 89 e5 41 bd 95 12 00 00 41 bc 80 78 00  | .A.~x..A..........L..A.....A..x. | 
| 12880 |  00 e9 8d bf ff ff 41 bc 83 78 00 00 41 bd 95 12    00 00 e9 7c bf ff ff 31 ed 41 bc 8d 78 00 00 41  | ......A..x..A......|...1.A..x..A | 
| 128a0 |  bd 96 12 00 00 e9 69 bf ff ff 31 ed 41 bc 8f 78    00 00 41 bd 96 12 00 00 e9 56 bf ff ff 4c 89 e5  | ......i...1.A..x..A......V...L.. | 
| 128c0 |  45 31 ff 41 bc 92 78 00 00 41 bd 96 12 00 00 e9    3f bf ff ff 45 31 ff 31 ed 41 bc 9c 78 00 00 41  | E1.A..x..A......?...E1.1.A..x..A | 
| 128e0 |  bd 97 12 00 00 e9 29 bf ff ff 4c 89 e5 41 bd 97    12 00 00 41 bc 9e 78 00 00 e9 15 bf ff ff 41 bc  | ......)...L..A.....A..x.......A. | 
| 12900 |  a1 78 00 00 41 bd 97 12 00 00 e9 04 bf ff ff 31    ed 41 bc ab 78 00 00 41 bd 98 12 00 00 e9 f1 be  | .x..A..........1.A..x..A........ | 
| 12920 |  ff ff 31 ed 41 bc ad 78 00 00 41 bd 98 12 00 00    e9 de be ff ff 4c 89 e5 45 31 ff 41 bc b0 78 00  | ..1.A..x..A..........L..E1.A..x. | 
| 12940 |  00 41 bd 98 12 00 00 e9 c7 be ff ff 45 31 ff 31    ed 41 bc ba 78 00 00 41 bd 99 12 00 00 e9 b1 be  | .A..........E1.1.A..x..A........ | 
| 12960 |  ff ff 4c 89 e5 41 bd 99 12 00 00 41 bc bc 78 00    00 e9 9d be ff ff 41 bc bf 78 00 00 41 bd 99 12  | ..L..A.....A..x.......A..x..A... | 
| 12980 |  00 00 e9 8c be ff ff 31 ed 41 bc c9 78 00 00 41    bd 9a 12 00 00 e9 79 be ff ff 31 ed 41 bc cb 78  | .......1.A..x..A......y...1.A..x | 
| 129a0 |  00 00 41 bd 9a 12 00 00 e9 66 be ff ff 4c 89 e5    45 31 ff 41 bc ce 78 00 00 41 bd 9a 12 00 00 e9  | ..A......f...L..E1.A..x..A...... | 
| 129c0 |  4f be ff ff 45 31 ff 31 ed 41 bc d8 78 00 00 41    bd 9b 12 00 00 e9 39 be ff ff 4c 89 e5 41 bd 9b  | O...E1.1.A..x..A......9...L..A.. | 
| 129e0 |  12 00 00 41 bc da 78 00 00 e9 25 be ff ff 41 bc    dd 78 00 00 41 bd 9b 12 00 00 e9 14 be ff ff 31  | ...A..x...%...A..x..A..........1 | 
| 12a00 |  ed 41 bc e7 78 00 00 41 bd 9c 12 00 00 e9 01 be    ff ff 31 ed 41 bc e9 78 00 00 41 bd 9c 12 00 00  | .A..x..A..........1.A..x..A..... | 
| 12a20 |  e9 ee bd ff ff 4c 89 e5 45 31 ff 41 bc ec 78 00    00 41 bd 9c 12 00 00 e9 d7 bd ff ff 45 31 ff 31  | .....L..E1.A..x..A..........E1.1 | 
| 12a40 |  ed 41 bc f6 78 00 00 41 bd 9d 12 00 00 e9 c1 bd    ff ff 4c 89 e5 41 bd 9d 12 00 00 41 bc f8 78 00  | .A..x..A..........L..A.....A..x. | 
| 12a60 |  00 e9 ad bd ff ff 41 bc fb 78 00 00 41 bd 9d 12    00 00 e9 9c bd ff ff 31 ed 41 bc 05 79 00 00 41  | ......A..x..A..........1.A..y..A | 
| 12a80 |  bd 9e 12 00 00 e9 89 bd ff ff 31 ed 41 bc 07 79    00 00 41 bd 9e 12 00 00 e9 76 bd ff ff 4c 89 e5  | ..........1.A..y..A......v...L.. | 
| 12aa0 |  45 31 ff 41 bc 0a 79 00 00 41 bd 9e 12 00 00 e9    5f bd ff ff 45 31 ff 31 ed 41 bc 14 79 00 00 41  | E1.A..y..A......_...E1.1.A..y..A | 
| 12ac0 |  bd 9f 12 00 00 e9 49 bd ff ff 4c 89 e5 41 bd 9f    12 00 00 41 bc 16 79 00 00 e9 35 bd ff ff 41 bc  | ......I...L..A.....A..y...5...A. | 
| 12ae0 |  19 79 00 00 41 bd 9f 12 00 00 e9 24 bd ff ff 31    ed 41 bc 23 79 00 00 41 bd a0 12 00 00 e9 11 bd  | .y..A......$...1.A.#y..A........ | 
| 12b00 |  ff ff 31 ed 41 bc 25 79 00 00 41 bd a0 12 00 00    e9 fe bc ff ff 4c 89 e5 45 31 ff 41 bc 28 79 00  | ..1.A.%y..A..........L..E1.A.(y. | 
| 12b20 |  00 41 bd a0 12 00 00 e9 e7 bc ff ff 45 31 ff 31    ed 41 bc 32 79 00 00 41 bd a1 12 00 00 e9 d1 bc  | .A..........E1.1.A.2y..A........ | 
| 12b40 |  ff ff 4c 89 e5 41 bd a1 12 00 00 41 bc 34 79 00    00 e9 bd bc ff ff 41 bc 37 79 00 00 41 bd a1 12  | ..L..A.....A.4y.......A.7y..A... | 
| 12b60 |  00 00 e9 ac bc ff ff 31 ed 41 bc 41 79 00 00 41    bd a2 12 00 00 e9 99 bc ff ff 31 ed 41 bc 43 79  | .......1.A.Ay..A..........1.A.Cy | 
| 12b80 |  00 00 41 bd a2 12 00 00 e9 86 bc ff ff 4c 89 e5    45 31 ff 41 bc 46 79 00 00 41 bd a2 12 00 00 e9  | ..A..........L..E1.A.Fy..A...... | 
| 12ba0 |  6f bc ff ff 45 31 ff 31 ed 41 bc 50 79 00 00 41    bd a3 12 00 00 e9 59 bc ff ff 4c 89 e5 41 bd a3  | o...E1.1.A.Py..A......Y...L..A.. | 
| 12bc0 |  12 00 00 41 bc 52 79 00 00 e9 45 bc ff ff 41 bc    55 79 00 00 41 bd a3 12 00 00 e9 34 bc ff ff 31  | ...A.Ry...E...A.Uy..A......4...1 | 
| 12be0 |  ed 41 bc 5f 79 00 00 41 bd a4 12 00 00 e9 21 bc    ff ff 31 ed 41 bc 61 79 00 00 41 bd a4 12 00 00  | .A._y..A......!...1.A.ay..A..... | 
| 12c00 |  e9 0e bc ff ff 4c 89 e5 45 31 ff 41 bc 64 79 00    00 41 bd a4 12 00 00 e9 f7 bb ff ff 45 31 ff 31  | .....L..E1.A.dy..A..........E1.1 | 
| 12c20 |  ed 41 bc 6e 79 00 00 41 bd a5 12 00 00 e9 e1 bb    ff ff 4c 89 e5 41 bd a5 12 00 00 41 bc 70 79 00  | .A.ny..A..........L..A.....A.py. | 
| 12c40 |  00 e9 cd bb ff ff 41 bc 73 79 00 00 41 bd a5 12    00 00 e9 bc bb ff ff 31 ed 41 bc 7d 79 00 00 41  | ......A.sy..A..........1.A.}y..A | 
| 12c60 |  bd a6 12 00 00 e9 a9 bb ff ff 31 ed 41 bc 7f 79    00 00 41 bd a6 12 00 00 e9 96 bb ff ff 4c 89 e5  | ..........1.A..y..A..........L.. | 
| 12c80 |  45 31 ff 41 bc 82 79 00 00 41 bd a6 12 00 00 e9    7f bb ff ff 45 31 ff 31 ed 41 bc 8c 79 00 00 41  | E1.A..y..A..........E1.1.A..y..A | 
| 12ca0 |  bd a7 12 00 00 e9 69 bb ff ff 4c 89 e5 41 bd a7    12 00 00 41 bc 8e 79 00 00 e9 55 bb ff ff 41 bc  | ......i...L..A.....A..y...U...A. | 
| 12cc0 |  91 79 00 00 41 bd a7 12 00 00 e9 44 bb ff ff 31    ed 41 bc 9b 79 00 00 41 bd a8 12 00 00 e9 31 bb  | .y..A......D...1.A..y..A......1. | 
| 12ce0 |  ff ff 31 ed 41 bc 9d 79 00 00 41 bd a8 12 00 00    e9 1e bb ff ff 4c 89 e5 45 31 ff 41 bc a0 79 00  | ..1.A..y..A..........L..E1.A..y. | 
| 12d00 |  00 41 bd a8 12 00 00 e9 07 bb ff ff 45 31 ff 31    ed 41 bc aa 79 00 00 41 bd a9 12 00 00 e9 f1 ba  | .A..........E1.1.A..y..A........ | 
| 12d20 |  ff ff 4c 89 e5 41 bd a9 12 00 00 41 bc ac 79 00    00 e9 dd ba ff ff 41 bc af 79 00 00 41 bd a9 12  | ..L..A.....A..y.......A..y..A... | 
| 12d40 |  00 00 e9 cc ba ff ff 31 ed 41 bc b9 79 00 00 41    bd aa 12 00 00 e9 b9 ba ff ff 31 ed 41 bc bb 79  | .......1.A..y..A..........1.A..y | 
| 12d60 |  00 00 41 bd aa 12 00 00 e9 a6 ba ff ff 4c 89 e5    45 31 ff 41 bc be 79 00 00 41 bd aa 12 00 00 e9  | ..A..........L..E1.A..y..A...... | 
| 12d80 |  8f ba ff ff 45 31 ff 31 ed 41 bc c8 79 00 00 41    bd ab 12 00 00 e9 79 ba ff ff 4c 89 e5 41 bd ab  | ....E1.1.A..y..A......y...L..A.. | 
| 12da0 |  12 00 00 41 bc ca 79 00 00 e9 65 ba ff ff 41 bc    cd 79 00 00 41 bd ab 12 00 00 e9 54 ba ff ff 31  | ...A..y...e...A..y..A......T...1 | 
| 12dc0 |  ed 41 bc d7 79 00 00 41 bd ac 12 00 00 e9 41 ba    ff ff 31 ed 41 bc d9 79 00 00 41 bd ac 12 00 00  | .A..y..A......A...1.A..y..A..... | 
| 12de0 |  e9 2e ba ff ff 4c 89 e5 45 31 ff 41 bc dc 79 00    00 41 bd ac 12 00 00 e9 17 ba ff ff 45 31 ff 31  | .....L..E1.A..y..A..........E1.1 | 
| 12e00 |  ed 41 bc e6 79 00 00 41 bd ad 12 00 00 e9 01 ba    ff ff 4c 89 e5 41 bd ad 12 00 00 41 bc e8 79 00  | .A..y..A..........L..A.....A..y. | 
| 12e20 |  00 e9 ed b9 ff ff 41 bc eb 79 00 00 41 bd ad 12    00 00 e9 dc b9 ff ff 31 ed 41 bc f5 79 00 00 41  | ......A..y..A..........1.A..y..A | 
| 12e40 |  bd ae 12 00 00 e9 c9 b9 ff ff 31 ed 41 bc f7 79    00 00 41 bd ae 12 00 00 e9 b6 b9 ff ff 4c 89 e5  | ..........1.A..y..A..........L.. | 
| 12e60 |  45 31 ff 41 bc fa 79 00 00 41 bd ae 12 00 00 e9    9f b9 ff ff 45 31 ff 31 ed 41 bc 04 7a 00 00 41  | E1.A..y..A..........E1.1.A..z..A | 
| 12e80 |  bd af 12 00 00 e9 89 b9 ff ff 4c 89 e5 41 bd af    12 00 00 41 bc 06 7a 00 00 e9 75 b9 ff ff 41 bc  | ..........L..A.....A..z...u...A. | 
| 12ea0 |  09 7a 00 00 41 bd af 12 00 00 e9 64 b9 ff ff 31    ed 41 bc 13 7a 00 00 41 bd b0 12 00 00 e9 51 b9  | .z..A......d...1.A..z..A......Q. | 
| 12ec0 |  ff ff 31 ed 41 bc 15 7a 00 00 41 bd b0 12 00 00    e9 3e b9 ff ff 4c 89 e5 45 31 ff 41 bc 18 7a 00  | ..1.A..z..A......>...L..E1.A..z. | 
| 12ee0 |  00 41 bd b0 12 00 00 e9 27 b9 ff ff 45 31 ff 31    ed 41 bc 22 7a 00 00 41 bd b1 12 00 00 e9 11 b9  | .A......'...E1.1.A."z..A........ | 
| 12f00 |  ff ff 4c 89 e5 41 bd b1 12 00 00 41 bc 24 7a 00    00 e9 fd b8 ff ff 41 bc 27 7a 00 00 41 bd b1 12  | ..L..A.....A.$z.......A.'z..A... | 
| 12f20 |  00 00 e9 ec b8 ff ff 31 ed 41 bc 31 7a 00 00 41    bd b3 12 00 00 e9 d9 b8 ff ff 41 bc 33 7a 00 00  | .......1.A.1z..A..........A.3z.. | 
| 12f40 |  41 bd b3 12 00 00 e9 c8 b8 ff ff 31 ed 41 bc 3d    7a 00 00 41 bd cb 12 00 00 e9 b5 b8 ff ff 41 bc  | A..........1.A.=z..A..........A. | 
| 12f60 |  3f 7a 00 00 41 bd cb 12 00 00 e9 a4 b8 ff ff 31    ed 41 bc 49 7a 00 00 41 bd e5 12 00 00 e9 91 b8  | ?z..A..........1.A.Iz..A........ | 
| 12f80 |  ff ff 41 bc 4b 7a 00 00 41 bd e5 12 00 00 e9 80    b8 ff ff 31 ed 41 bc 55 7a 00 00 41 bd 03 13 00  | ..A.Kz..A..........1.A.Uz..A.... | 
| 12fa0 |  00 e9 6d b8 ff ff 41 bc 57 7a 00 00 41 bd 03 13    00 00 e9 5c b8 ff ff 31 ed 41 bc 61 7a 00 00 41  | ..m...A.Wz..A......\...1.A.az..A | 
| 12fc0 |  bd 0a 13 00 00 e9 49 b8 ff ff 41 bc 63 7a 00 00    41 bd 0a 13 00 00 e9 38 b8 ff ff 31 ed 41 bc 6d  | ......I...A.cz..A......8...1.A.m | 
| 12fe0 |  7a 00 00 41 bd 11 13 00 00 e9 25 b8 ff ff 41 bc    0e 7b 00 00 41 bd 11 13 00 00 e9 14 b8 ff ff 41  | z..A......%...A..{..A..........A | 
| 13000 |  bd 01 00 00 00 31 ed 41 bc 16 7b 00 00 e9 01 b8    ff ff 41 bd 01 00 00 00 41 bc 18 7b 00 00 e9 f0  | .....1.A..{.......A.....A..{.... | 
| 13020 |  b7 ff ff 41 bd 01 00 00 00 41 bc 19 7b 00 00 e9    df b7 ff ff 41 bd 01 00 00 00 41 bc 1a 7b 00 00  | ...A.....A..{.......A.....A..{.. | 
| 13040 |  e9 ce b7 ff ff 41 bd 01 00 00 00 41 bc 1b 7b 00    00 e9 bd b7 ff ff 41 bd 01 00 00 00 41 bc 1c 7b  | .....A.....A..{.......A.....A..{ | 
| 13060 |  00 00 e9 ac b7 ff ff 41 bd 01 00 00 00 41 bc 1d    7b 00 00 e9 9b b7 ff ff 41 bd 01 00 00 00 41 bc  | .......A.....A..{.......A.....A. | 
| 13080 |  1e 7b 00 00 e9 8a b7 ff ff 41 bd 01 00 00 00 41    bc 1f 7b 00 00 e9 79 b7 ff ff 41 bd 01 00 00 00  | .{.......A.....A..{...y...A..... | 
| 130a0 |  41 bc 20 7b 00 00 e9 68 b7 ff ff 41 bd 01 00 00    00 41 bc 21 7b 00 00 e9 57 b7 ff ff 41 bd 01 00  | A..{...h...A.....A.!{...W...A... | 
| 130c0 |  00 00 41 bc 22 7b 00 00 e9 46 b7 ff ff 41 bd 01    00 00 00 41 bc 23 7b 00 00 e9 35 b7 ff ff 41 bd  | ..A."{...F...A.....A.#{...5...A. | 
| 130e0 |  01 00 00 00 41 bc 24 7b 00 00 e9 24 b7 ff ff 41    bd 01 00 00 00 41 bc 25 7b 00 00 e9 13 b7 ff ff  | ....A.${...$...A.....A.%{....... | 
| 13100 |  41 bd 01 00 00 00 41 bc 26 7b 00 00 e9 02 b7 ff    ff 41 bd 01 00 00 00 41 bc 27 7b 00 00 e9 f1 b6  | A.....A.&{.......A.....A.'{..... | 
| 13120 |  ff ff 41 bd 01 00 00 00 41 bc 28 7b 00 00 e9 e0    b6 ff ff 41 bd 01 00 00 00 41 bc 29 7b 00 00 e9  | ..A.....A.({.......A.....A.){... | 
| 13140 |  cf b6 ff ff 41 bd 01 00 00 00 41 bc 2a 7b 00 00    e9 be b6 ff ff 41 bd 01 00 00 00 41 bc 2b 7b 00  | ....A.....A.*{.......A.....A.+{. | 
| 13160 |  00 e9 ad b6 ff ff 41 bd 01 00 00 00 41 bc 2c 7b    00 00 e9 9c b6 ff ff 41 bd 01 00 00 00 41 bc 2d  | ......A.....A.,{.......A.....A.- | 
| 13180 |  7b 00 00 e9 8b b6 ff ff 41 bd 01 00 00 00 41 bc    2e 7b 00 00 e9 7a b6 ff ff 41 bd 01 00 00 00 41  | {.......A.....A..{...z...A.....A | 
| 131a0 |  bc 2f 7b 00 00 e9 69 b6 ff ff 41 bd 01 00 00 00    41 bc 30 7b 00 00 e9 58 b6 ff ff 41 bd 01 00 00  | ./{...i...A.....A.0{...X...A.... | 
| 131c0 |  00 41 bc 31 7b 00 00 e9 47 b6 ff ff 41 bd 01 00    00 00 41 bc 32 7b 00 00 e9 36 b6 ff ff 41 bd 01  | .A.1{...G...A.....A.2{...6...A.. | 
| 131e0 |  00 00 00 41 bc 33 7b 00 00 e9 25 b6 ff ff 41 bd    01 00 00 00 41 bc 34 7b 00 00 e9 14 b6 ff ff 41  | ...A.3{...%...A.....A.4{.......A | 
| 13200 |  bd 01 00 00 00 41 bc 35 7b 00 00 e9 03 b6 ff ff    41 bd 01 00 00 00 41 bc 36 7b 00 00 e9 f2 b5 ff  | .....A.5{.......A.....A.6{...... | 
| 13220 |  ff 41 bd 01 00 00 00 41 bc 37 7b 00 00 e9 e1 b5    ff ff 41 bd 01 00 00 00 41 bc 38 7b 00 00 e9 d0  | .A.....A.7{.......A.....A.8{.... | 
| 13240 |  b5 ff ff 41 bd 01 00 00 00 41 bc 39 7b 00 00 e9    bf b5 ff ff 41 bd 01 00 00 00 41 bc 3a 7b 00 00  | ...A.....A.9{.......A.....A.:{.. | 
| 13260 |  e9 ae b5 ff ff 41 bd 01 00 00 00 41 bc 3b 7b 00    00 e9 9d b5 ff ff 41 bd 01 00 00 00 41 bc 3c 7b  | .....A.....A.;{.......A.....A.<{ | 
| 13280 |  00 00 e9 8c b5 ff ff 41 bd 01 00 00 00 41 bc 3d    7b 00 00 e9 7b b5 ff ff 41 bd 01 00 00 00 41 bc  | .......A.....A.={...{...A.....A. | 
| 132a0 |  3e 7b 00 00 e9 6a b5 ff ff 41 bd 01 00 00 00 41    bc 3f 7b 00 00 e9 59 b5 ff ff 41 bd 01 00 00 00  | >{...j...A.....A.?{...Y...A..... | 
| 132c0 |  41 bc 40 7b 00 00 e9 48 b5 ff ff 41 bd 01 00 00    00 41 bc 41 7b 00 00 e9 37 b5 ff ff 41 bd 01 00  | A.@{...H...A.....A.A{...7...A... | 
| 132e0 |  00 00 41 bc 42 7b 00 00 e9 26 b5 ff ff 41 bd 01    00 00 00 41 bc 43 7b 00 00 e9 15 b5 ff ff 41 bd  | ..A.B{...&...A.....A.C{.......A. | 
| 13300 |  01 00 00 00 41 bc 44 7b 00 00 e9 04 b5 ff ff 41    bd 01 00 00 00 41 bc 45 7b 00 00 e9 f3 b4 ff ff  | ....A.D{.......A.....A.E{....... | 
| 13320 |  48 81 c4 38 01 00 00 5b 5d 41 5c 41 5d 41 5e 41    5f c3 48 8d 3d 67 81 09 00 e9 a2 1d ff ff 66 90  | H..8...[]A\A]A^A_.H.=g........f. | 
| 13340 |  48 8d 3d 79 8b 09 00 48 8d 05 72 8b 09 00 48 39    f8 74 15 48 8b 05 a6 7b 09 00 48 85 c0 74 09 ff  | H.=y...H..r...H9.t.H...{..H..t.. | 
| 13360 |  e0 0f 1f 80 00 00 00 00 c3 0f 1f 80 00 00 00 00    48 8d 3d 49 8b 09 00 48 8d 35 42 8b 09 00 48 29  | ................H.=I...H.5B...H) | 
| 13380 |  fe 48 89 f0 48 c1 ee 3f 48 c1 f8 03 48 01 c6 48    d1 fe 74 14 48 8b 05 45 7c 09 00 48 85 c0 74 08  | .H..H..?H...H..H..t.H..E|..H..t. | 
| 133a0 |  ff e0 66 0f 1f 44 00 00 c3 0f 1f 80 00 00 00 00    80 3d 09 8b 09 00 00 75 2f 55 48 83 3d 2e 7c 09  | ..f..D...........=.....u/UH.=.|. | 
| 133c0 |  00 00 48 89 e5 74 0c 48 8d 3d 3a 79 09 00 e8 ad    24 ff ff e8 68 ff ff ff c6 05 e1 8a 09 00 01 5d  | ..H..t.H.=:y....$...h..........] | 
| 133e0 |  c3 0f 1f 80 00 00 00 00 c3 0f 1f 80 00 00 00 00    e9 7b ff ff ff 66 2e 0f 1f 84 00 00 00 00 00 90  | .................{...f.......... | 
| 13400 |  4c 8b 05 71 7b 09 00 c7 47 50 00 00 00 00 48 c7    47 58 00 00 00 00 41 8b 00 83 c0 01 74 03 41 89  | L..q{...GP....H.GX....A.....t.A. | 
| 13420 |  00 4c 89 c0 c3 66 66 2e 0f 1f 84 00 00 00 00 00    41 54 49 89 d4 55 48 89 f5 53 48 89 fb 48 8b 7f  | .L...ff.........ATI..UH..SH..H.. | 
| 13440 |  18 48 85 ff 74 09 48 89 d6 ff d5 85 c0 75 21 48    8b bb e8 00 00 00 31 c0 48 85 ff 74 13 5b 4c 89  | .H..t.H......u!H......1.H..t.[L. | 
| 13460 |  e6 48 89 e8 5d 41 5c ff e0 0f 1f 80 00 00 00 00    5b 5d 41 5c c3 66 66 2e 0f 1f 84 00 00 00 00 00  | .H..]A\.........[]A\.ff......... | 
| 13480 |  48 83 ec 08 f6 87 aa 00 00 00 10 75 43 31 f6 ff    97 30 01 00 00 48 85 c0 74 2e 48 8b 0d d7 7a 09  | H..........uC1...0...H..t.H...z. | 
| 134a0 |  00 48 8b 15 68 9c 09 00 48 89 50 10 8b 11 48 89    48 18 89 d6 48 89 88 e8 00 00 00 83 c6 01 74 08  | .H..h...H.P...H.H...H.........t. | 
| 134c0 |  83 c2 02 0f 44 d6 89 11 48 83 c4 08 c3 0f 1f 00    48 8b 05 c9 7a 09 00 48 8b 35 7a 8a 09 00 31 d2  | ....D...H.......H...z..H.5z...1. | 
| 134e0 |  ff 90 38 01 00 00 eb ad 0f 1f 84 00 00 00 00 00    41 56 41 55 41 54 49 89 f4 55 89 d5 53 48 89 fb  | ..8.............AVAUATI..U..SH.. | 
| 13500 |  48 83 ec 10 48 8b 47 08 48 c7 04 24 00 00 00 00    49 89 e6 4c 8d 6c 24 08 48 c7 44 24 08 00 00 00  | H...H.G.H..$....I..L.l$.H.D$.... | 
| 13520 |  00 f6 80 ab 00 00 00 04 74 46 48 83 7f 10 00 0f    84 93 00 00 00 83 e5 01 0f 85 8a 00 00 00 48 8b  | ........tFH...................H. | 
| 13540 |  4f 18 48 89 0c 24 48 8b 05 eb 79 09 00 4c 89 e2    48 8d 35 d1 5a 04 00 48 8b 38 31 c0 e8 2f 22 ff  | O.H..$H...y..L..H.5.Z..H.81../". | 
| 13560 |  ff 48 83 c4 10 31 c0 5b 5d 41 5c 41 5d 41 5e c3    31 c9 4c 89 f2 4c 89 ee 48 89 df e8 e0 20 ff ff  | .H...1.[]A\A]A^.1.L..L..H....... | 
| 13580 |  85 c0 74 34 48 8b 04 24 48 8b 40 08 f6 80 ab 00    00 00 10 75 db 48 8b 05 9c 79 09 00 4c 89 e2 48  | ..t4H..$H.@........u.H...y..L..H | 
| 135a0 |  8d 35 5a 5a 04 00 48 8b 38 31 c0 e8 e0 21 ff ff    31 c0 eb 19 0f 1f 40 00 85 ed 75 0c 48 8b 0c 24  | .5ZZ..H.81...!..1.....@...u.H..$ | 
| 135c0 |  48 85 c9 75 81 0f 1f 00 b8 01 00 00 00 48 83 c4    10 5b 5d 41 5c 41 5d 41 5e c3 66 0f 1f 44 00 00  | H..u.........H...[]A\A]A^.f..D.. | 
| 135e0 |  41 55 49 89 d5 41 54 49 89 f4 55 48 89 fd 53 48    83 ec 08 48 8b 47 08 48 8b 98 80 00 00 00 48 85  | AUI..ATI..UH..SH...H.G.H......H. | 
| 13600 |  db 74 5d 48 8d 3d 4e 5a 04 00 e8 f1 1a ff ff 85    c0 75 3a 4c 89 e6 4c 89 ea 48 89 ef ff d3 49 89  | .t]H.=NZ.........u:L..L..H....I. | 
| 13620 |  c4 e8 4a 1f ff ff 4d 85 e4 74 15 48 83 c4 08 4c    89 e0 5b 5d 41 5c 41 5d c3 0f 1f 80 00 00 00 00  | ..J...M..t.H...L..[]A\A]........ | 
| 13640 |  e8 db 1e ff ff 49 89 c4 48 85 c0 74 22 48 83 c4    08 45 31 e4 5b 4c 89 e0 5d 41 5c 41 5d c3 66 90  | .....I..H..t"H...E1.[L..]A\A].f. | 
| 13660 |  48 83 c4 08 5b 5d 41 5c 41 5d e9 e1 20 ff ff 48    8b 05 7a 78 09 00 48 8d 35 fb 59 04 00 48 8b 38  | H...[]A\A].....H..zx..H.5.Y..H.8 | 
| 13680 |  e8 fb 1b ff ff eb a4 66 0f 1f 84 00 00 00 00 00    48 8b 47 08 48 8b 80 90 00 00 00 48 85 c0 74 08  | .......f........H.G.H......H..t. | 
| 136a0 |  ff e0 66 0f 1f 44 00 00 e9 53 21 ff ff 0f 1f 00    41 57 4c 8d 7e ff 41 56 41 55 41 54 55 53 48 83  | ..f..D...S!.....AWL.~.AVAUATUSH. | 
| 136c0 |  ec 18 4c 89 04 24 4d 85 ff 7e 71 48 8d 47 20 4c    89 fb 48 89 d5 49 89 cc 48 89 44 24 08 48 0f af  | ..L..$M..~qH.G.L..H..I..H.D$.H.. | 
| 136e0 |  d9 4d 89 cd 48 03 1c 24 0f 1f 84 00 00 00 00 00    48 8b 7c 24 08 4c 89 fe e8 e3 23 04 00 48 8b 0c  | .M..H..$........H.|$.L....#..H.. | 
| 13700 |  24 48 89 ea 4c 89 ef 49 0f af c4 4c 8d 34 01 4c    89 f6 e8 b9 1d ff ff 48 89 de 48 89 ea 4c 89 f7  | $H..L..I...L.4.L.......H..H..L.. | 
| 13720 |  e8 ab 1d ff ff 48 89 df 48 89 ea 4c 89 ee e8 9d    1d ff ff 4c 29 e3 49 83 ef 01 75 b4 4c 8b 05 35  | .....H..H..L.......L).I...u.L..5 | 
| 13740 |  78 09 00 41 8b 00 83 c0 01 74 03 41 89 00 48 83    c4 18 4c 89 c0 5b 5d 41 5c 41 5d 41 5e 41 5f c3  | x..A.....t.A..H...L..[]A\A]A^A_. | 
| 13760 |  48 85 ff 74 10 48 8b 07 85 c0 78 09 48 83 e8 01    48 89 07 74 0b c3 66 2e 0f 1f 84 00 00 00 00 00  | H..t.H....x.H...H..t..f......... | 
| 13780 |  e9 4b 1a ff ff 66 66 2e 0f 1f 84 00 00 00 00 00    55 48 89 fd 53 48 83 ec 08 48 85 f6 74 4a 8b 06  | .K...ff.........UH..SH...H..tJ.. | 
| 137a0 |  48 89 f3 83 c0 01 74 02 89 03 48 8b 7d 18 48 8b    07 85 c0 78 09 48 83 e8 01 48 89 07 74 12 48 89  | H.....t...H.}.H....x.H...H..t.H. | 
| 137c0 |  5d 18 48 83 c4 08 31 c0 5b 5d c3 0f 1f 44 00 00    e8 fb 19 ff ff 48 89 5d 18 48 83 c4 08 31 c0 5b  | ].H...1.[]...D.......H.].H...1.[ | 
| 137e0 |  5d c3 66 0f 1f 44 00 00 48 8b 1d 89 77 09 00 8b    03 83 c0 01 75 b2 eb b2 0f 1f 84 00 00 00 00 00  | ].f..D..H...w.......u........... | 
| 13800 |  55 48 8b 47 08 48 89 fd 4c 8b 40 18 f6 80 ab 00    00 00 01 74 33 48 8b 05 14 77 09 00 4c 89 c1 be  | UH.G.H..L.@........t3H...w..L... | 
| 13820 |  01 00 00 00 48 8d 15 7d 58 04 00 48 8b 38 31 c0    e8 3b 20 ff ff 41 89 c0 48 89 e8 45 85 c0 75 26  | ....H..}X..H.81..;...A..H..E..u& | 
| 13840 |  5d c3 66 0f 1f 44 00 00 48 8b 05 e9 76 09 00 48    89 f2 48 89 f1 48 8d 35 f4 58 04 00 48 8b 38 31  | ].f..D..H...v..H..H..H.5.X..H.81 | 
| 13860 |  c0 e8 2a 1f ff ff 48 8b 45 00 85 c0 78 0a 48 83    e8 01 48 89 45 00 74 08 31 c0 5d c3 0f 1f 40 00  | ..*...H.E...x.H...H.E.t.1.]...@. | 
| 13880 |  48 89 ef e8 48 19 ff ff 31 c0 eb ee 0f 1f 40 00    41 54 55 48 83 ec 08 48 8b 47 08 f6 80 ab 00 00  | H...H...1.....@.ATUH...H.G...... | 
| 138a0 |  00 01 0f 84 08 01 00 00 48 8b 47 10 48 83 f8 0f    76 6e 48 89 c1 ba 01 00 00 00 48 c1 e8 03 83 e1  | ........H.G.H...vnH.......H..... | 
| 138c0 |  03 48 29 ca 48 0f af c2 48 83 f8 fe 0f 84 7e 00    00 00 48 83 f8 02 0f 84 a4 00 00 00 e8 4f 1c ff  | .H).H...H.....~...H..........O.. | 
| 138e0 |  ff 48 63 d0 41 89 c4 48 39 d0 74 51 48 83 f8 ff    75 0e e8 29 1c ff ff 48 85 c0 75 1a 0f 1f 40 00  | .Hc.A..H9.tQH...u..)...H..u...@. | 
| 13900 |  48 8b 05 59 76 09 00 48 8d 35 72 58 04 00 48 8b    38 e8 6a 19 ff ff 41 bc ff ff ff ff eb 1f 66 90  | H..Yv..H.5rX..H.8.j...A.......f. | 
| 13920 |  83 e0 03 ba 01 00 00 00 48 29 c2 8b 47 18 48 0f    af c2 48 63 d0 41 89 c4 48 39 c2 75 c3 48 83 c4  | ........H)..G.H...Hc.A..H9.u.H.. | 
| 13940 |  08 44 89 e0 5d 41 5c c3 0f 1f 84 00 00 00 00 00    8b 47 1c 8b 57 18 48 c1 e0 1e 48 09 d0 48 f7 d8  | .D..]A\..........G..W.H...H..H.. | 
| 13960 |  48 63 d0 41 89 c4 48 39 c2 75 95 48 83 c4 08 44    89 e0 5d 41 5c c3 66 2e 0f 1f 84 00 00 00 00 00  | Hc.A..H9.u.H...D..]A\.f......... | 
| 13980 |  8b 47 1c 8b 57 18 48 c1 e0 1e 48 09 d0 48 63 d0    41 89 c4 48 39 c2 0f 85 64 ff ff ff 48 83 c4 08  | .G..W.H...H..Hc.A..H9...d...H... | 
| 139a0 |  44 89 e0 5d 41 5c c3 66 0f 1f 84 00 00 00 00 00    48 8b 40 60 48 85 c0 74 75 48 8b 80 80 00 00 00  | D..]A\.f........H.@`H..tuH...... | 
| 139c0 |  48 85 c0 74 69 ff d0 48 89 c5 48 85 c0 74 5f 48    8b 05 d2 75 09 00 48 39 45 08 75 36 0f 1f 40 00  | H..ti..H..H..t_H...u..H9E.u6..@. | 
| 139e0 |  48 89 ef e8 a8 fe ff ff 41 89 c4 48 8b 45 00 85    c0 0f 88 46 ff ff ff 48 83 e8 01 48 89 45 00 0f  | H.......A..H.E.....F...H...H.E.. | 
| 13a00 |  85 38 ff ff ff 48 89 ef e8 c3 17 ff ff e9 2b ff    ff ff 48 89 ef 48 8d 35 25 7d 04 00 e8 df fd ff  | .8...H........+...H..H.5%}...... | 
| 13a20 |  ff 48 89 c5 48 85 c0 75 b7 e9 e8 fe ff ff e8 ed    1a ff ff 48 85 c0 0f 85 da fe ff ff 48 8b 05 f5  | .H..H..u...........H........H... | 
| 13a40 |  74 09 00 48 8d 35 2e 79 04 00 41 83 cc ff 48 8b    38 e8 2a 18 ff ff e9 e2 fe ff ff 0f 1f 44 00 00  | t..H.5.y..A...H.8.*..........D.. | 
| 13a60 |  55 48 8b 47 08 48 89 fd 48 83 b8 88 01 00 00 00    75 7e 48 89 ef e8 56 1e ff ff 48 8b 7d 18 48 85  | UH.G.H..H.......u~H...V...H.}.H. | 
| 13a80 |  ff 74 18 48 c7 45 18 00 00 00 00 48 8b 07 85 c0    78 09 48 83 e8 01 48 89 07 74 45 48 8b bd e8 00  | .t.H.E.....H....x.H...H..tEH.... | 
| 13aa0 |  00 00 48 85 ff 74 1b 48 c7 85 e8 00 00 00 00 00    00 00 48 8b 07 85 c0 78 09 48 83 e8 01 48 89 07  | ..H..t.H..........H....x.H...H.. | 
| 13ac0 |  74 16 48 8b 45 08 48 89 ef 5d 48 8b 80 40 01 00    00 ff e0 0f 1f 44 00 00 e8 f3 16 ff ff eb e3 90  | t.H.E.H..]H..@.......D.......... | 
| 13ae0 |  e8 eb 16 ff ff eb b4 66 0f 1f 84 00 00 00 00 00    e8 5b 1b ff ff 85 c0 0f 85 75 ff ff ff 48 8b 55  | .......f.........[.......u...H.U | 
| 13b00 |  08 48 8d 05 58 ff ff ff 48 39 42 30 0f 85 60 ff    ff ff 48 89 ef e8 66 18 ff ff 85 c0 0f 84 50 ff  | .H..X...H9B0..`...H...f.......P. | 
| 13b20 |  ff ff 5d c3 66 66 2e 0f 1f 84 00 00 00 00 00 90    48 39 f7 74 2b 48 8b 97 58 01 00 00 48 85 d2 74  | ..].ff..........H9.t+H..X...H..t | 
| 13b40 |  2f 48 8b 4a 10 48 85 c9 7e 46 31 c0 eb 0b 66 90    48 83 c0 01 48 39 c1 74 37 48 39 74 c2 18 75 f0  | /H.J.H..~F1...f.H...H9.t7H9t..u. | 
| 13b60 |  b8 01 00 00 00 c3 66 2e 0f 1f 84 00 00 00 00 00    48 8b bf 00 01 00 00 48 39 fe 74 e4 48 85 ff 75  | ......f.........H......H9.t.H..u | 
| 13b80 |  ef 31 c0 48 3b 35 16 74 09 00 0f 94 c0 c3 66 90    31 c0 c3 66 66 2e 0f 1f 84 00 00 00 00 00 66 90  | .1.H;5.t......f.1..ff.........f. | 
| 13ba0 |  48 83 ec 18 48 8b 07 48 89 f2 85 c0 78 09 48 83    e8 01 48 89 07 74 29 48 8b 05 6a 73 09 00 48 8d  | H...H..H....x.H...H..t)H..js..H. | 
| 13bc0 |  35 53 57 04 00 48 8b 38 31 c0 e8 c1 1b ff ff b8    ff ff ff ff 48 83 c4 18 c3 0f 1f 80 00 00 00 00  | 5SW..H.81...........H........... | 
| 13be0 |  48 89 74 24 08 e8 e6 15 ff ff 48 8b 54 24 08 eb    c6 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 40 00  | H.t$......H.T$...ff...........@. | 
| 13c00 |  41 54 55 48 89 f5 48 83 ec 08 e8 d1 1c ff ff 49    89 c4 48 85 c0 74 19 8b 00 83 c0 01 74 04 41 89  | ATUH..H........I..H..t......t.A. | 
| 13c20 |  04 24 48 83 c4 08 4c 89 e0 5d 41 5c c3 0f 1f 00    e8 eb 18 ff ff 48 85 c0 75 e8 48 8b 45 08 48 89  | .$H...L..]A\.........H..u.H.E.H. | 
| 13c40 |  ee f6 80 ab 00 00 00 04 75 11 48 8b 05 ef 72 09    00 48 8b 38 e8 97 15 ff ff eb c7 bf 01 00 00 00  | ........u.H...r..H.8............ | 
| 13c60 |  31 c0 e8 49 1c ff ff 48 89 c5 48 85 c0 74 b3 48    89 c6 48 8b 05 c7 72 09 00 48 8b 38 e8 6f 15 ff  | 1..I...H..H..t.H..H...r..H.8.o.. | 
| 13c80 |  ff 48 8b 45 00 85 c0 78 99 48 83 e8 01 48 89 45    00 75 8f 48 89 ef e8 35 15 ff ff eb 85 0f 1f 00  | .H.E...x.H...H.E.u.H...5........ | 
| 13ca0 |  41 55 41 54 49 89 d4 55 48 89 fd 53 48 83 ec 18    48 8b 47 08 48 3b 05 3d 73 09 00 0f 84 87 00 00  | AUATI..UH..SH...H.G.H;.=s....... | 
| 13cc0 |  00 48 8b 58 70 48 85 db 74 4e 48 83 7b 10 00 74    47 48 89 f7 e8 e7 16 ff ff 49 89 c5 48 85 c0 0f  | .H.XpH..tNH.{..tGH.......I..H... | 
| 13ce0 |  84 fb 00 00 00 4c 89 e2 48 89 c6 48 89 ef ff 53    10 49 8b 55 00 85 d2 78 0e 48 83 ea 01 49 89 55  | .....L..H..H...S.I.U...x.H...I.U | 
| 13d00 |  00 0f 84 89 00 00 00 48 83 c4 18 5b 5d 41 5c 41    5d c3 66 0f 1f 44 00 00 48 8b 40 68 48 85 c0 0f  | .......H...[]A\A].f..D..H.@hH... | 
| 13d20 |  84 8b 00 00 00 48 8b 40 28 48 85 c0 0f 84 7e 00    00 00 48 83 c4 18 4c 89 e2 48 89 ef 5b 5d 41 5c  | .....H.@(H....~...H...L..H..[]A\ | 
| 13d40 |  41 5d ff e0 0f 1f 40 00 48 8b 57 18 48 c1 e6 03    41 8b 04 24 48 01 f2 48 8b 3a 83 c0 01 74 0b 41  | A]....@.H.W.H...A..$H..H.:...t.A | 
| 13d60 |  89 04 24 48 03 75 18 48 89 f2 4c 89 22 48 8b 07    85 c0 78 09 48 83 e8 01 48 89 07 74 2b 48 83 c4  | ..$H.u.H..L."H....x.H...H..t+H.. | 
| 13d80 |  18 b8 01 00 00 00 5b 5d 41 5c 41 5d c3 0f 1f 00    4c 89 ef 89 44 24 0c e8 34 14 ff ff 8b 44 24 0c  | ......[]A\A]....L...D$..4....D$. | 
| 13da0 |  e9 62 ff ff ff 0f 1f 00 e8 23 14 ff ff eb ce 90    48 89 f7 e8 08 16 ff ff 49 89 c5 48 85 c0 74 20  | .b.......#......H.......I..H..t. | 
| 13dc0 |  4c 89 e2 48 89 c6 48 89 ef e8 82 12 ff ff 49 8b    55 00 85 d2 0f 89 1f ff ff ff e9 28 ff ff ff 90  | L..H..H.......I.U..........(.... | 
| 13de0 |  b8 ff ff ff ff e9 1d ff ff ff 66 0f 1f 44 00 00    48 39 f7 74 43 48 8b 47 08 48 3b 05 a8 71 09 00  | ..........f..D..H9.tCH.G.H;..q.. | 
| 13e00 |  75 3e 48 8b 4f 10 48 85 d2 74 0d 31 c0 f6 c1 02    74 0e c3 0f 1f 44 00 00 89 c8 83 e0 01 c3 66 90  | u>H.O.H..t.1....t....D........f. | 
| 13e20 |  48 c1 e9 03 48 83 f9 01 75 e8 31 c0 83 7f 18 01    0f 94 c0 c3 0f 1f 40 00 b8 01 00 00 00 c3 66 90  | H...H...u.1...........@.......f. | 
| 13e40 |  48 3b 05 c1 70 09 00 74 67 55 ba 02 00 00 00 48    83 ec 10 e8 c8 13 ff ff 48 89 c5 48 85 c0 0f 84  | H;..p..tgU.....H........H..H.... | 
| 13e60 |  7e 00 00 00 48 3b 05 15 71 09 00 0f 94 c0 48 3b    2d d3 70 09 00 0f 94 c2 08 c2 75 2c 48 3b 2d f5  | ~...H;..q.....H;-.p.......u,H;-. | 
| 13e80 |  70 09 00 74 23 48 89 ef e8 53 17 ff ff 48 8b 55    00 85 d2 78 0a 48 83 ea 01 48 89 55 00 74 31 48  | p..t#H...S...H.U...x.H...H.U.t1H | 
| 13ea0 |  83 c4 10 5d c3 0f 1f 00 0f b6 c0 eb e0 0f 1f 00    66 0f ef c0 31 c0 f2 48 0f 2a c2 66 0f 2e 47 10  | ...]............f...1..H.*.f..G. | 
| 13ec0 |  ba 00 00 00 00 0f 9b c0 0f 45 c2 c3 0f 1f 40 00    48 89 ef 89 44 24 0c e8 f4 12 ff ff 8b 44 24 0c  | .........E....@.H...D$.......D$. | 
| 13ee0 |  eb bd b8 ff ff ff ff eb b6 0f 1f 80 00 00 00 00    41 56 41 55 49 89 f5 41 54 49 89 fc 55 48 83 ec  | ................AVAUI..ATI..UH.. | 
| 13f00 |  08 4c 8b 77 08 4c 89 f7 e8 e3 16 ff ff 48 89 c5    48 85 c0 74 4b 48 8b 40 08 48 8b 80 10 01 00 00  | .L.w.L.......H..H..tKH.@.H...... | 
| 13f20 |  48 85 c0 74 1b 48 83 c4 08 4c 89 f2 4c 89 e6 48    89 ef 5d 41 5c 41 5d 41 5e ff e0 0f 1f 44 00 00  | H..t.H...L..L..H..]A\A]A^....D.. | 
| 13f40 |  8b 45 00 83 c0 01 74 03 89 45 00 48 83 c4 08 48    89 e8 5d 41 5c 41 5d 41 5e c3 66 0f 1f 44 00 00  | .E....t..E.H...H..]A\A]A^.f..D.. | 
| 13f60 |  48 8b 05 59 70 09 00 4c 89 ee 48 8b 38 e8 7e 12    ff ff eb d7 66 66 2e 0f 1f 84 00 00 00 00 00 90  | H..Yp..L..H.8.~.....ff.......... | 
| 13f80 |  41 54 55 48 89 fd 53 48 83 ec 10 48 8b 47 08 48    3b 05 62 70 09 00 0f 84 cc 00 00 00 48 3b 05 6d  | ATUH..SH...H.G.H;.bp........H;.m | 
| 13fa0 |  6f 09 00 74 5b 48 8b 58 70 48 85 db 0f 84 86 00    00 00 48 83 7b 08 00 74 7f 48 89 f7 e8 ff 13 ff  | o..t[H.XpH........H.{..t.H...... | 
| 13fc0 |  ff 49 89 c4 48 85 c0 0f 84 23 01 00 00 48 89 c6    48 89 ef ff 53 08 49 8b 14 24 85 d2 78 4b 48 83  | .I..H....#...H..H...S.I..$..xKH. | 
| 13fe0 |  ea 01 49 89 14 24 75 41 4c 89 e7 48 89 44 24 08    e8 db 11 ff ff 48 8b 44 24 08 eb 2d 0f 1f 40 00  | ..I..$uAL..H.D$......H.D$..-..@. | 
| 14000 |  83 e2 01 48 89 f0 74 09 48 85 f6 79 04 48 03 47    10 85 c9 74 06 48 3b 45 10 73 7d 48 8b 44 c5 18  | ...H..t.H..y.H.G...t.H;E.s}H.D.. | 
| 14020 |  8b 10 83 c2 01 74 02 89 10 48 83 c4 10 5b 5d 41    5c c3 66 0f 1f 44 00 00 48 8b 58 68 48 85 db 74  | .....t...H...[]A\.f..D..H.XhH..t | 
| 14040 |  57 48 8b 43 18 48 85 c0 74 4e 48 85 f6 79 05 83    e2 01 75 74 48 83 c4 10 48 89 ef 5b 5d 41 5c ff  | WH.C.H..tNH..y....utH...H..[]A\. | 
| 14060 |  e0 0f 1f 80 00 00 00 00 83 e2 01 48 89 f0 74 09    48 85 f6 79 04 48 03 47 10 85 c9 74 06 48 39 45  | ...........H..t.H..y.H.G...t.H9E | 
| 14080 |  10 76 15 48 8b 55 18 48 8b 04 c2 8b 10 83 c2 01    75 95 eb 95 0f 1f 40 00 48 89 f7 e8 20 13 ff ff  | .v.H.U.H........u.....@.H....... | 
| 140a0 |  49 89 c4 48 85 c0 74 48 48 89 c6 48 89 ef e8 fd    11 ff ff 49 8b 14 24 85 d2 0f 89 1f ff ff ff e9  | I..H..tHH..H.......I..$......... | 
| 140c0 |  65 ff ff ff 0f 1f 40 00 48 8b 13 48 85 d2 74 84    48 89 74 24 08 48 89 ef ff d2 48 8b 74 24 08 48  | e.....@.H..H..t.H.t$.H....H.t$.H | 
| 140e0 |  85 c0 78 13 48 01 c6 48 8b 43 18 e9 64 ff ff ff    31 c0 e9 32 ff ff ff 48 8b 05 62 6e 09 00 48 89  | ..x.H..H.C..d...1..2...H..bn..H. | 
| 14100 |  74 24 08 48 8b 38 e8 05 12 ff ff 85 c0 74 e1 e8    2c 13 ff ff 48 8b 43 18 48 8b 74 24 08 e9 32 ff  | t$.H.8.......t..,...H.C.H.t$..2. | 
| 14120 |  ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 00    53 48 89 cb 0f 1f 40 00 4c 8b 07 4d 85 c0 74 09  | ..ff............SH....@.L..M..t. | 
| 14140 |  4c 3b 05 31 6e 09 00 75 27 48 8b 7f 08 48 85 ff    75 e6 48 c7 02 00 00 00 00 48 c7 06 00 00 00 00  | L;.1n..u'H...H..u.H......H...... | 
| 14160 |  48 c7 03 00 00 00 00 5b c3 0f 1f 80 00 00 00 00    4c 89 02 41 8b 00 83 c0 01 74 03 41 89 00 49 8b  | H......[........L..A.....t.A..I. | 
| 14180 |  50 08 48 89 16 8b 02 83 c0 01 74 02 89 02 4c 89    c7 e8 0a 11 ff ff 48 89 03 5b c3 0f 1f 44 00 00  | P.H.......t...L.......H..[...D.. | 
| 141a0 |  4c 8b 47 18 41 8b 00 83 c0 01 74 07 41 89 00 4c    8b 47 18 4c 89 c0 c3 66 0f 1f 84 00 00 00 00 00  | L.G.A.....t.A..L.G.L...f........ | 
| 141c0 |  41 54 41 89 d4 53 48 83 ec 18 48 39 f7 0f 84 75    01 00 00 48 8b 05 f6 6d 09 00 48 39 47 08 0f 94  | ATA..SH...H9...u...H...m..H9G... | 
| 141e0 |  c2 48 39 46 08 0f 94 c0 84 d2 0f 84 c8 00 00 00    84 c0 0f 84 c0 00 00 00 48 8b 57 10 48 39 56 10  | .H9F....................H.W.H9V. | 
| 14200 |  0f 85 c2 00 00 00 48 8b 47 18 48 8b 4e 18 48 39    c8 41 0f 95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74  | ......H.G.H.N.H9.A...H......A..t | 
| 14220 |  0a 48 83 f9 ff 0f 85 9d 00 00 00 44 0f b6 4f 20    44 0f b6 46 20 44 89 c8 44 89 c1 c0 e8 02 c0 e9  | .H.........D..O.D..F.D..D....... | 
| 14240 |  02 83 e0 07 83 e1 07 38 c8 75 7d 41 f6 c1 20 0f    85 2b 01 00 00 48 8b 7f 38 41 f6 c0 20 0f 85 35  | .......8.u}A.....+...H..8A.....5 | 
| 14260 |  01 00 00 48 8b 76 38 0f b6 c8 83 f9 01 0f 84 3d    01 00 00 83 f9 02 0f 84 f4 00 00 00 8b 0f 44 8b  | ...H.v8........=..............D. | 
| 14280 |  06 41 39 c8 75 42 48 83 fa 01 0f 84 b8 00 00 00    0f b6 c0 48 0f af d0 e8 74 11 ff ff 89 c2 31 c0  | .A9.uBH............H....t.....1. | 
| 142a0 |  85 d2 0f 95 c0 41 83 fc 02 75 26 31 c0 85 d2 0f    94 c0 eb 1d 0f 1f 40 00 48 8b 1d b9 6c 09 00 48  | .....A...u&1..........@.H...l..H | 
| 142c0 |  39 df 75 1c 84 c0 74 18 31 c0 41 83 fc 03 0f 94    c0 48 83 c4 18 5b 41 5c c3 0f 1f 80 00 00 00 00  | 9.u...t.1.A......H...[A\........ | 
| 142e0 |  48 39 de 75 04 84 d2 75 df 44 89 e2 e8 2f 0f ff    ff 49 89 c4 48 85 c0 0f 84 bf 00 00 00 48 3b 05  | H9.u...u.D.../...I..H........H;. | 
| 14300 |  7c 6c 09 00 0f 94 c0 4c 3b 25 3a 6c 09 00 0f 94    c2 08 c2 75 05 49 39 dc 75 46 0f b6 c0 49 8b 14  | |l.....L;%:l.......u.I9.uF...I.. | 
| 14320 |  24 85 d2 78 ac 48 83 ea 01 49 89 14 24 75 a2 4c    89 e7 89 44 24 0c e8 95 0e ff ff 8b 44 24 0c eb  | $..x.H...I..$u.L...D$.......D$.. | 
| 14340 |  90 0f 1f 80 00 00 00 00 31 c0 41 83 fc 02 0f 94    c0 48 83 c4 18 5b 41 5c c3 0f 1f 80 00 00 00 00  | ........1.A......H...[A\........ | 
| 14360 |  4c 89 e7 e8 78 12 ff ff eb b3 66 0f 1f 44 00 00    0f b7 0f 44 0f b7 06 e9 05 ff ff ff 0f 1f 40 00  | L...x.....f..D.....D..........@. | 
| 14380 |  48 8d 4f 28 48 83 c7 38 41 83 e1 40 48 0f 45 f9    e9 c4 fe ff ff 0f 1f 00 48 8d 4e 28 48 83 c6 38  | H.O(H..8A..@H.E.........H.N(H..8 | 
| 143a0 |  41 83 e0 40 48 0f 45 f1 e9 ba fe ff ff 0f 1f 00    0f b6 0f 44 0f b6 06 e9 c5 fe ff ff b8 ff ff ff  | A..@H.E............D............ | 
| 143c0 |  ff e9 0b ff ff ff 66 2e 0f 1f 84 00 00 00 00 00    4c 8b 56 10 49 89 f8 49 89 f1 4d 85 d2 0f 8e ca  | ......f.........L.V.I..I..M..... | 
| 143e0 |  00 00 00 31 c0 eb 12 66 0f 1f 84 00 00 00 00 00    48 83 c0 01 49 39 c2 74 17 4d 39 44 c1 18 75 f0  | ...1...f........H...I9.t.M9D..u. | 
| 14400 |  b8 01 00 00 00 c3 66 2e 0f 1f 84 00 00 00 00 00    31 ff 66 0f 1f 44 00 00 49 8b 54 f9 18 48 8b 42  | ......f.........1.f..D..I.T..H.B | 
| 14420 |  08 f6 80 ab 00 00 00 80 74 76 f6 82 ab 00 00 00    40 74 6d 4c 39 c2 74 c8 49 8b 88 58 01 00 00 48  | ........tv......@tmL9.t.I..X...H | 
| 14440 |  85 c9 74 2c 48 8b 71 10 48 85 f6 7e 53 31 c0 eb    10 0f 1f 80 00 00 00 00 48 83 c0 01 48 39 c6 74  | ..t,H.q.H..~S1..........H...H9.t | 
| 14460 |  3f 48 3b 54 c1 18 75 f0 eb 96 66 0f 1f 44 00 00    4c 89 c0 0f 1f 44 00 00 48 8b 80 00 01 00 00 48  | ?H;T..u...f..D..L....D..H......H | 
| 14480 |  39 c2 0f 84 78 ff ff ff 48 85 c0 75 eb 48 3b 15    0c 6b 09 00 0f 84 66 ff ff ff 66 0f 1f 44 00 00  | 9...x...H..u.H;..k....f...f..D.. | 
| 144a0 |  48 83 c7 01 49 39 fa 0f 85 6b ff ff ff 31 c0 c3    48 83 ec 08 48 85 f6 74 47 48 8b 7f 08 48 39 fe  | H...I9...k...1..H...H..tGH...H9. | 
| 144c0 |  74 2e 48 8b 97 58 01 00 00 48 85 d2 74 52 48 8b    4a 10 48 85 c9 7e 71 31 c0 eb 0e 0f 1f 44 00 00  | t.H..X...H..tRH.J.H..~q1.....D.. | 
| 144e0 |  48 83 c0 01 48 39 c1 74 5f 48 3b 74 c2 18 75 f0    b8 01 00 00 00 48 83 c4 08 c3 66 0f 1f 44 00 00  | H...H9.t_H;t..u......H....f..D.. | 
| 14500 |  48 8b 05 e9 69 09 00 48 8d 35 ec 6e 04 00 48 8b    38 e8 6a 0d ff ff 31 c0 48 83 c4 08 c3 0f 1f 00  | H...i..H.5.n..H.8.j...1.H....... | 
| 14520 |  48 89 f8 0f 1f 44 00 00 48 8b 80 00 01 00 00 48    39 c6 74 bc 48 85 c0 75 ef 48 3b 35 60 6a 09 00  | H....D..H......H9.t.H..u.H;5`j.. | 
| 14540 |  74 ae 66 0f 1f 44 00 00 48 8b 05 e9 69 09 00 48    8b 4e 18 48 8d 35 26 4f 04 00 48 8b 57 18 48 8b  | t.f..D..H...i..H.N.H.5&O..H.W.H. | 
| 14560 |  38 31 c0 e8 28 12 ff ff 31 c0 eb 89 0f 1f 40 00    48 8b 47 08 f6 80 ab 00 00 00 80 0f 84 87 00 00  | 81..(...1.....@.H.G............. | 
| 14580 |  00 f6 87 ab 00 00 00 40 74 7e 48 8b 46 08 48 8b    80 a8 00 00 00 a9 00 00 00 80 74 74 f6 86 ab 00  | .......@t~H.F.H...........tt.... | 
| 145a0 |  00 00 40 74 6b 48 39 f7 74 2e 48 8b 97 58 01 00    00 48 85 d2 74 2a 48 8b 4a 10 48 85 c9 7e 41 31  | ..@tkH9.t.H..X...H..t*H.J.H..~A1 | 
| 145c0 |  c0 eb 0e 0f 1f 44 00 00 48 83 c0 01 48 39 c1 74    2f 48 3b 74 c2 18 75 f0 b8 01 00 00 00 c3 66 90  | .....D..H...H9.t/H;t..u.......f. | 
| 145e0 |  48 8b bf 00 01 00 00 48 39 fe 74 ec 48 85 ff 75    ef 31 c0 48 3b 35 a6 69 09 00 0f 94 c0 c3 66 90  | H......H9.t.H..u.1.H;5.i......f. | 
| 14600 |  31 c0 c3 0f 1f 44 00 00 e9 63 0c ff ff 0f 1f 00    a9 00 00 00 04 74 f1 e9 b4 fd ff ff 0f 1f 40 00  | 1....D...c...........t........@. | 
| 14620 |  41 54 49 89 f4 55 48 89 cd 48 83 ec 08 4c 8b 07    48 89 17 4d 85 c0 74 10 49 8b 00 85 c0 78 09 48  | ATI..UH..H...L..H..M..t.I....x.H | 
| 14640 |  83 e8 01 49 89 00 74 48 4d 85 e4 74 12 49 8b 04    24 85 c0 78 0a 48 83 e8 01 49 89 04 24 74 41 48  | ...I..tHM..t.I..$..x.H...I..$tAH | 
| 14660 |  85 ed 74 12 48 8b 45 00 85 c0 78 0a 48 83 e8 01    48 89 45 00 74 0a 48 83 c4 08 5d 41 5c c3 66 90  | ..t.H.E...x.H...H.E.t.H...]A\.f. | 
| 14680 |  48 83 c4 08 48 89 ef 5d 41 5c e9 41 0b ff ff 90    4c 89 c7 e8 38 0b ff ff eb ae 66 0f 1f 44 00 00  | H...H..]A\.A....L...8.....f..D.. | 
| 146a0 |  4c 89 e7 e8 28 0b ff ff eb b5 66 0f 1f 44 00 00    55 53 48 89 fb 48 83 ec 08 48 8b 2d b8 68 09 00  | L...(.....f..D..USH..H...H.-.h.. | 
| 146c0 |  48 8b 7f 18 8b 45 00 48 89 6b 18 83 c0 01 74 50    89 45 00 48 85 ff 74 13 48 8b 17 85 d2 78 0c 48  | H....E.H.k....tP.E.H..t.H....x.H | 
| 146e0 |  83 ea 01 48 89 17 74 68 8b 45 00 48 8b bb e8 00    00 00 48 89 ab e8 00 00 00 83 c0 01 74 03 89 45  | ...H..th.E.H......H.........t..E | 
| 14700 |  00 48 85 ff 74 10 48 8b 07 85 c0 78 09 48 83 e8    01 48 89 07 74 2a 48 83 c4 08 31 c0 5b 5d c3 90  | .H..t.H....x.H...H..t*H...1.[].. | 
| 14720 |  48 85 ff 74 07 48 8b 17 85 d2 79 b3 48 8b bb e8    00 00 00 48 89 ab e8 00 00 00 eb c5 0f 1f 40 00  | H..t.H....y.H......H..........@. | 
| 14740 |  e8 8b 0a ff ff 48 83 c4 08 31 c0 5b 5d c3 66 90    e8 7b 0a ff ff eb 91 66 0f 1f 84 00 00 00 00 00  | .....H...1.[].f..{.....f........ | 
| 14760 |  41 55 49 89 fd 41 54 49 89 f4 55 48 89 cd 48 83    ec 10 48 85 d2 74 0a 48 39 4a 28 0f 85 8f 00 00  | AUI..ATI..UH..H...H..t.H9J(..... | 
| 14780 |  00 49 8b 7d 60 49 89 55 60 48 85 ff 74 10 48 8b    07 85 c0 78 09 48 83 e8 01 48 89 07 74 5a 4d 85  | .I.}`I.U`H..t.H....x.H...H..tZM. | 
| 147a0 |  e4 74 12 49 8b 04 24 85 c0 78 0a 48 83 e8 01 49    89 04 24 74 4b 48 85 ed 74 12 48 8b 45 00 85 c0  | .t.I..$..x.H...I..$tKH..t.H.E... | 
| 147c0 |  78 0a 48 83 e8 01 48 89 45 00 74 14 48 83 c4 10    5d 41 5c 41 5d c3 66 2e 0f 1f 84 00 00 00 00 00  | x.H...H.E.t.H...]A\A].f......... | 
| 147e0 |  48 83 c4 10 48 89 ef 5d 41 5c 41 5d e9 df 09 ff    ff 0f 1f 80 00 00 00 00 e8 d3 09 ff ff eb 9f 90  | H...H..]A\A].................... | 
| 14800 |  4c 89 e7 e8 c8 09 ff ff eb ab 66 0f 1f 44 00 00    48 89 d7 48 89 ce 48 89 54 24 08 e8 80 08 ff ff  | L.........f..D..H..H..H.T$...... | 
| 14820 |  48 8b 54 24 08 e9 57 ff ff ff 66 0f 1f 44 00 00    41 55 49 89 f5 41 54 49 89 fc 55 53 89 d3 48 83  | H.T$..W...f..D..AUI..ATI..US..H. | 
| 14840 |  ec 08 e8 f9 0d ff ff 48 85 c0 74 64 48 8b 35 ed    76 09 00 4c 89 e7 41 89 d8 4c 89 e9 48 89 c2 48  | .......H..tdH.5.v..L..A..L..H..H | 
| 14860 |  89 c5 e8 99 0d ff ff 49 89 c4 48 8b 45 00 85 c0    78 0a 48 83 e8 01 48 89 45 00 74 14 48 83 c4 08  | .......I..H.E...x.H...H.E.t.H... | 
| 14880 |  4c 89 e0 5b 5d 41 5c 41 5d c3 66 0f 1f 44 00 00    48 89 ef e8 38 09 ff ff 48 83 c4 08 4c 89 e0 5b  | L..[]A\A].f..D..H...8...H...L..[ | 
| 148a0 |  5d 41 5c 41 5d c3 66 2e 0f 1f 84 00 00 00 00 00    48 83 c4 08 45 31 e4 5b 4c 89 e0 5d 41 5c 41 5d  | ]A\A].f.........H...E1.[L..]A\A] | 
| 148c0 |  c3 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 40 00    41 55 41 54 55 48 89 fd 48 8b 7f 08 48 8b 87 a8  | .ff...........@.AUATUH..H...H... | 
| 148e0 |  00 00 00 a9 00 00 00 40 75 7e a9 00 00 00 80 0f    84 83 00 00 00 f6 85 ab 00 00 00 40 74 7a 31 ff  | .......@u~.................@tz1. | 
| 14900 |  e8 ab 0b ff ff 49 89 c5 48 85 c0 74 52 31 d2 48    89 c6 48 89 ef e8 36 0e ff ff 49 89 c4 49 8b 45  | .....I..H..tR1.H..H...6...I..I.E | 
| 14920 |  00 85 c0 78 0a 48 83 e8 01 49 89 45 00 74 79 4d    85 e4 74 2b 49 8b 4c 24 08 f6 81 ab 00 00 00 40  | ...x.H...I.E.tyM..t+I.L$.......@ | 
| 14940 |  74 76 4c 89 e6 48 89 ef e8 a3 08 ff ff 49 8b 04    24 85 c0 78 0a 48 83 e8 01 49 89 04 24 74 39 5d  | tvL..H.......I..$..x.H...I..$t9] | 
| 14960 |  41 5c 41 5d c3 0f 1f 00 48 89 ee 5d 41 5c 41 5d    e9 7b 08 ff ff 0f 1f 00 48 8b 05 b9 65 09 00 5d  | A\A]....H..]A\A].{......H...e..] | 
| 14980 |  48 8d 35 61 4b 04 00 41 5c 41 5d 48 8b 38 e9 ed    08 ff ff 0f 1f 44 00 00 5d 4c 89 e7 41 5c 41 5d  | H.5aK..A\A]H.8.......D..]L..A\A] | 
| 149a0 |  e9 2b 08 ff ff 0f 1f 00 4c 89 ef e8 20 08 ff ff    e9 7a ff ff ff 0f 1f 00 48 8b 05 79 65 09 00 48  | .+......L........z......H..ye..H | 
| 149c0 |  89 ea 48 8d 35 d7 4a 04 00 48 8b 38 31 c0 e8 bd    0d ff ff e9 75 ff ff ff 0f 1f 84 00 00 00 00 00  | ..H.5.J..H.81.......u........... | 
| 149e0 |  41 57 41 56 41 55 41 54 55 53 48 83 ec 18 4c 8b    67 10 4d 85 e4 0f 8e 4a 01 00 00 48 89 fd 49 89  | AWAVAUATUSH...L.g.M....J...H..I. | 
| 14a00 |  f6 48 89 d3 31 c0 eb 11 0f 1f 84 00 00 00 00 00    48 83 c0 01 49 39 c4 74 1f 48 39 5c c5 18 75 f0  | .H..1...........H...I9.t.H9\..u. | 
| 14a20 |  49 8b 04 c6 48 83 c4 18 5b 5d 41 5c 41 5d 41 5e    41 5f c3 0f 1f 44 00 00 48 8d 43 28 45 31 ff 48  | I...H...[]A\A]A^A_...D..H.C(E1.H | 
| 14a40 |  89 04 24 0f 1f 44 00 00 4a 8b 74 fd 18 48 39 de    0f 84 7b 01 00 00 48 8b 05 73 65 09 00 48 39 43  | ..$..D..J.t..H9...{...H..se..H9C | 
| 14a60 |  08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2 0f 84 ed    00 00 00 84 c0 0f 84 e5 00 00 00 48 8b 53 10 48  | ....H9F....................H.S.H | 
| 14a80 |  3b 56 10 0f 85 af 00 00 00 48 8b 46 18 48 8b 7b    18 48 39 c7 41 0f 95 c0 48 83 f8 ff 0f 95 c0 41  | ;V.......H.F.H.{.H9.A...H......A | 
| 14aa0 |  84 c0 74 0a 48 83 ff ff 0f 85 8a 00 00 00 44 0f    b6 4b 20 44 0f b6 46 20 44 89 c8 44 89 c7 c0 e8  | ..t.H.........D..K.D..F.D..D.... | 
| 14ac0 |  02 40 c0 ef 02 83 e0 07 83 e7 07 40 38 f8 75 68    41 f6 c1 20 0f 85 22 01 00 00 48 8b 7b 38 41 f6  | .@.........@8.uhA....."...H.{8A. | 
| 14ae0 |  c0 20 0f 85 2f 01 00 00 48 8b 76 38 44 0f b6 c0    41 83 f8 01 0f 84 32 01 00 00 41 83 f8 02 0f 84  | ..../...H.v8D...A.....2...A..... | 
| 14b00 |  35 01 00 00 44 8b 07 44 8b 0e 45 39 c1 75 29 48    83 fa 01 0f 84 b8 00 00 00 0f b6 c0 45 31 ed 48  | 5...D..D..E9.u)H............E1.H | 
| 14b20 |  0f af d0 e8 e8 08 ff ff 85 c0 41 0f 94 c5 0f 84    94 00 00 00 0f 1f 40 00 49 83 c7 01 4d 39 fc 0f  | ..........A...........@.I...M9.. | 
| 14b40 |  85 03 ff ff ff 48 83 c4 18 31 c0 5b 5d 41 5c 41    5d 41 5e 41 5f c3 66 2e 0f 1f 84 00 00 00 00 00  | .....H...1.[]A\A]A^A_.f......... | 
| 14b60 |  4c 8b 2d 11 64 09 00 4c 39 eb 75 04 84 c0 75 c8    4c 39 ee 75 04 84 d2 75 bf 48 89 df ba 02 00 00  | L.-.d..L9.u...u.L9.u...u.H...... | 
| 14b80 |  00 e8 9a 06 ff ff 48 89 c7 48 85 c0 74 b7 48 3b    05 eb 63 09 00 0f 94 c0 48 3b 3d a9 63 09 00 0f  | ......H..H..t.H;..c.....H;=.c... | 
| 14ba0 |  94 c2 08 c2 75 05 4c 39 ef 75 3d 44 0f b6 e8 48    8b 07 85 c0 78 09 48 83 e8 01 48 89 07 74 51 45  | ....u.L9.u=D...H....x.H...H..tQE | 
| 14bc0 |  85 ed 0f 84 70 ff ff ff 45 85 ed 0f 88 74 ff ff    ff 4b 8b 04 fe 48 83 c4 18 5b 5d 41 5c 41 5d 41  | ....p...E....t...K...H...[]A\A]A | 
| 14be0 |  5e 41 5f c3 0f 1f 40 00 48 89 7c 24 08 e8 ee 09    ff ff 48 8b 7c 24 08 41 89 c5 eb b3 48 8d 7b 38  | ^A_...@.H.|$......H.|$.A....H.{8 | 
| 14c00 |  41 83 e1 40 48 0f 45 3c 24 e9 d0 fe ff ff 66 90    e8 bb 05 ff ff eb a8 4c 8d 4e 28 48 83 c6 38 41  | A..@H.E<$.....f........L.N(H..8A | 
| 14c20 |  83 e0 40 49 0f 45 f1 e9 c0 fe ff ff 44 0f b6 07    44 0f b6 0e e9 d1 fe ff ff 44 0f b7 07 44 0f b7  | ..@I.E......D...D........D...D.. | 
| 14c40 |  0e e9 c4 fe ff ff 66 2e 0f 1f 84 00 00 00 00 00    41 57 41 56 41 55 41 54 55 53 48 89 d3 48 83 ec  | ......f.........AWAVAUATUSH..H.. | 
| 14c60 |  18 48 8b 57 08 4c 8b 62 70 4d 85 e4 0f 84 be 00    00 00 49 8b 44 24 08 48 85 c0 0f 84 b0 00 00 00  | .H.W.L.bpM........I.D$.H........ | 
| 14c80 |  48 89 fd 48 85 c9 74 18 48 8b 31 48 83 c4 18 5b    5d 41 5c 41 5d 41 5e 41 5f ff e0 0f 1f 44 00 00  | H..H..t.H.1H...[]A\A]A^A_....D.. | 
| 14ca0 |  45 85 c0 0f 85 af 00 00 00 4c 8b 3d c8 62 09 00    45 31 f6 48 85 db 0f 84 c9 00 00 00 48 8b 33 48  | E........L.=.b..E1.H........H.3H | 
| 14cc0 |  8b 15 b2 62 09 00 4c 89 ff e8 e2 0a ff ff 49 89    c7 4d 85 f6 74 18 49 8b 06 85 c0 78 11 48 83 e8  | ...b..L.......I..M..t.I....x.H.. | 
| 14ce0 |  01 49 89 06 75 08 4c 89 f7 e8 e2 04 ff ff 4d 85    ff 74 59 4c 89 fe 48 89 ef 41 ff 54 24 08 49 89  | .I..u.L.......M..tYL..H..A.T$.I. | 
| 14d00 |  c5 49 8b 07 85 c0 78 11 48 83 e8 01 49 89 07 75    08 4c 89 ff e8 b7 04 ff ff 48 83 c4 18 4c 89 e8  | .I....x.H...I..u.L.......H...L.. | 
| 14d20 |  5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 44 00 00    48 8b 05 01 62 09 00 48 8b 52 18 48 8d 35 e6 47  | []A\A]A^A_...D..H...b..H.R.H.5.G | 
| 14d40 |  04 00 48 8b 38 31 c0 e8 44 0a ff ff 45 31 ed eb    c8 0f 1f 80 00 00 00 00 31 ff 44 89 4c 24 0c 48  | ..H.81..D...E1..........1.D.L$.H | 
| 14d60 |  89 34 24 e8 58 06 ff ff 48 8b 34 24 44 8b 4c 24    0c 48 85 c0 49 89 c7 49 89 c6 74 d0 48 85 db 0f  | .4$.X...H.4$D.L$.H..I..I..t.H... | 
| 14d80 |  85 37 ff ff ff 45 85 c9 75 16 48 8b 15 e7 61 09    00 48 89 d6 e9 2d ff ff ff 0f 1f 80 00 00 00 00  | .7...E..u.H...a..H...-.......... | 
| 14da0 |  48 89 f7 e8 18 06 ff ff 49 89 c5 48 85 c0 74 48    48 8b 15 c1 61 09 00 4c 89 ff 48 89 c6 e8 ee 09  | H.......I..H..tHH...a..L..H..... | 
| 14dc0 |  ff ff 49 89 c7 4d 85 f6 74 07 49 8b 06 85 c0 79    34 49 8b 45 00 85 c0 0f 88 11 ff ff ff 48 83 e8  | ..I..M..t.I....y4I.E.........H.. | 
| 14de0 |  01 49 89 45 00 0f 85 03 ff ff ff 4c 89 ef e8 dd    03 ff ff e9 f6 fe ff ff 4c 89 f7 e8 60 e9 ff ff  | .I.E.......L............L...`... | 
| 14e00 |  e9 14 ff ff ff 48 83 e8 01 49 89 06 75 c3 4c 89    f7 e8 ba 03 ff ff eb b9 0f 1f 84 00 00 00 00 00  | .....H...I..u.L................. | 
| 14e20 |  41 57 49 89 d7 41 56 49 89 fe 41 55 4e 8d 2c c2    41 54 49 89 f4 55 53 48 83 ec 48 48 8b 47 08 31  | AWI..AVI..AUN.,.ATI..USH..HH.G.1 | 
| 14e40 |  ff 48 89 4c 24 08 48 8b 98 a8 00 00 00 48 8d 44    24 30 4c 89 4c 24 18 48 c7 44 24 30 00 00 00 00  | .H.L$.H......H.D$0L.L$.H.D$0.... | 
| 14e60 |  48 c7 44 24 38 00 00 00 00 81 e3 00 00 00 04 48    89 44 24 10 0f 1f 40 00 48 c7 44 24 28 00 00 00  | H.D$8..........H.D$...@.H.D$(... | 
| 14e80 |  00 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8    01 48 89 07 0f 84 e6 01 00 00 48 c7 44 24 30 00  | .H..t.H....x.H...H........H.D$0. | 
| 14ea0 |  00 00 00 48 85 db 74 7a 48 8b 44 24 38 49 39 46    10 0f 8e d8 02 00 00 49 8b 14 c4 49 8b 4c c6 18  | ...H..tzH.D$8I9F.......I...I.L.. | 
| 14ec0 |  48 83 c0 01 48 89 44 24 38 48 89 54 24 30 49 8b    55 00 48 89 4c 24 28 48 85 d2 74 74 4c 89 e8 eb  | H...H.D$8H.T$0I.U.H.L$(H..ttL... | 
| 14ee0 |  14 0f 1f 80 00 00 00 00 48 8b 50 08 48 83 c0 08    48 85 d2 74 5b 48 39 0a 75 ee 48 8b 54 24 30 48  | ........H.P.H...H..t[H9.u.H.T$0H | 
| 14f00 |  8b 74 24 08 4c 29 f8 48 c7 44 24 28 00 00 00 00    48 c7 44 24 30 00 00 00 00 48 89 14 06 48 85 db  | .t$.L).H.D$(....H.D$0....H...H.. | 
| 14f20 |  75 86 48 8b 4c 24 10 48 8d 54 24 28 48 8d 74 24    38 4c 89 f7 e8 27 07 ff ff 85 c0 0f 84 a3 02 00  | u.H.L$.H.T$(H.t$8L...'.......... | 
| 14f40 |  00 49 8b 55 00 48 8b 4c 24 28 48 85 d2 75 8d 90    8b 01 83 c0 01 74 02 89 01 48 8b 54 24 30 8b 02  | .I.U.H.L$(H..u.......t...H.T$0.. | 
| 14f60 |  83 c0 01 74 02 89 02 48 8b 74 24 28 48 8b 46 08    f6 80 ab 00 00 00 10 0f 84 c4 01 00 00 49 8b 45  | ...t...H.t$(H.F..............I.E | 
| 14f80 |  00 48 85 c0 74 4a 4c 89 ed eb 12 0f 1f 44 00 00    48 8b 45 08 48 83 c5 08 48 85 c0 74 33 48 8b 38  | .H..tJL......D..H.E.H...H..t3H.8 | 
| 14fa0 |  48 8b 46 10 48 39 47 10 75 e6 e8 71 06 ff ff 85    c0 0f 88 31 01 00 00 0f 84 cd 00 00 00 48 8b 45  | H.F.H9G.u..q.......1.........H.E | 
| 14fc0 |  08 48 83 c5 08 48 8b 74 24 28 48 85 c0 75 ce 90    4d 39 ef 75 26 e9 42 01 00 00 66 0f 1f 44 00 00  | .H...H.t$(H..u..M9.u&.B...f..D.. | 
| 14fe0 |  48 8b 46 10 48 39 47 10 0f 84 0d 01 00 00 49 83    c7 08 4d 39 fd 0f 84 21 01 00 00 49 8b 07 48 8b  | H.F.H9G.......I...M9...!...I..H. | 
| 15000 |  38 48 39 f7 75 da 48 8b 05 2b 5f 09 00 48 8b 54    24 18 48 89 f1 48 8d 35 2c 45 04 00 48 8b 38 31  | 8H9.u.H..+_..H.T$.H..H.5,E..H.81 | 
| 15020 |  c0 e8 6a 07 ff ff 48 8b 7c 24 28 48 85 ff 74 14    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | ..j...H.|$(H..t.H....x.H...H.... | 
| 15040 |  37 01 00 00 48 8b 7c 24 30 48 85 ff 74 14 48 8b    07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 23 01  | 7...H.|$0H..t.H....x.H...H....#. | 
| 15060 |  00 00 48 83 c4 48 b8 ff ff ff ff 5b 5d 41 5c 41    5d 41 5e 41 5f c3 66 2e 0f 1f 84 00 00 00 00 00  | ..H..H.....[]A\A]A^A_.f......... | 
| 15080 |  e8 4b 01 ff ff e9 10 fe ff ff 48 8b 74 24 08 48    8b 7c 24 30 48 89 e8 4c 29 f8 48 89 3c 06 48 83  | .K........H.t$.H.|$0H..L).H.<.H. | 
| 150a0 |  7d 00 00 48 8b 74 24 28 0f 84 22 ff ff ff 48 85    f6 0f 84 c1 fd ff ff 48 8b 06 85 c0 0f 88 b6 fd  | }..H.t$(.."...H........H........ | 
| 150c0 |  ff ff 48 83 e8 01 48 89 06 74 0d 48 8b 7c 24 30    e9 a3 fd ff ff 0f 1f 00 48 89 f7 e8 f0 00 ff ff  | ..H...H..t.H.|$0........H....... | 
| 150e0 |  eb e9 66 0f 1f 44 00 00 e8 33 04 ff ff 48 85 c0    0f 84 c7 fe ff ff e9 2b ff ff ff e8 20 05 ff ff  | ..f..D...3...H.........+........ | 
| 15100 |  85 c0 78 5f 48 8b 74 24 28 0f 84 f7 fe ff ff 49    83 c7 08 4d 39 fd 0f 85 df fe ff ff 48 8b 05 15  | ..x_H.t$(......I...M9.......H... | 
| 15120 |  5e 09 00 48 8b 54 24 18 48 89 f1 48 8d 35 f6 3e    04 00 48 8b 38 31 c0 e8 54 06 ff ff e9 e5 fe ff  | ^..H.T$.H..H.5.>..H.81..T....... | 
| 15140 |  ff 48 8b 05 f0 5d 09 00 48 8b 54 24 18 48 8d 35    ac 3e 04 00 48 8b 38 31 c0 e8 32 06 ff ff e9 c3  | .H...]..H.T$.H.5.>..H.81..2..... | 
| 15160 |  fe ff ff e8 b8 03 ff ff 48 85 c0 0f 85 b5 fe ff    ff 48 8b 74 24 28 e9 73 fe ff ff e8 50 00 ff ff  | ........H........H.t$(.s....P... | 
| 15180 |  e9 bf fe ff ff e8 46 00 ff ff e9 d3 fe ff ff 48    8b 7c 24 28 48 85 ff 74 2a 48 8b 07 85 c0 78 09  | ......F........H.|$(H..t*H....x. | 
| 151a0 |  48 83 e8 01 48 89 07 74 34 48 8b 7c 24 30 48 85    ff 74 10 48 8b 07 85 c0 78 09 48 83 e8 01 48 89  | H...H..t4H.|$0H..t.H....x.H...H. | 
| 151c0 |  07 74 11 31 c0 48 83 c4 48 5b 5d 41 5c 41 5d 41    5e 41 5f c3 e8 f7 ff fe ff 31 c0 eb e8 e8 ee ff  | .t.1.H..H[]A\A]A^A_......1...... | 
| 151e0 |  fe ff eb c5 48 8b 7c 24 28 48 85 ff 75 ab eb b9    53 e8 da fe fe ff 4c 8b 58 60 4d 85 db 74 09 49  | ....H.|$(H..u...S.....L.X`M..t.I | 
| 15200 |  8b 7b 08 48 85 ff 75 08 31 c0 5b c3 0f 1f 40 00    48 8b 15 b1 5d 09 00 48 89 c3 48 8b 32 48 39 fe  | .{.H..u.1.[...@.H...]..H..H.2H9. | 
| 15220 |  75 2e 48 c7 43 60 00 00 00 00 49 8b 03 85 c0 78    d7 48 83 e8 01 49 89 03 75 ce 4c 89 df e8 8e ff  | u.H.C`....I....x.H...I..u.L..... | 
| 15240 |  fe ff 31 c0 eb c4 66 2e 0f 1f 84 00 00 00 00 00    48 8b 57 08 f6 82 ab 00 00 00 80 0f 84 97 00 00  | ..1...f.........H.W............. | 
| 15260 |  00 f6 87 ab 00 00 00 40 0f 84 8a 00 00 00 48 8b    56 08 48 8b 92 a8 00 00 00 f7 c2 00 00 00 80 0f  | .......@......H.V.H............. | 
| 15280 |  84 98 00 00 00 f6 86 ab 00 00 00 40 0f 84 8b 00    00 00 48 8b 97 58 01 00 00 4c 89 d8 48 85 d2 74  | ...........@......H..X...L..H..t | 
| 152a0 |  2a 48 8b 4a 10 31 c0 48 85 c9 7e 18 0f 1f 40 00    48 3b 74 c2 18 0f 84 67 ff ff ff 48 83 c0 01 48  | *H.J.1.H..~...@.H;t....g...H...H | 
| 152c0 |  39 c1 75 ec b8 ff ff ff ff 5b c3 48 8b bf 00 01    00 00 48 39 fe 0f 84 47 ff ff ff 48 85 ff 75 eb  | 9.u......[.H......H9...G...H..u. | 
| 152e0 |  48 3b 35 b9 5c 09 00 49 89 c3 0f 84 32 ff ff ff    eb d2 66 0f 1f 44 00 00 e8 73 ff fe ff 85 c0 74  | H;5.\..I....2.....f..D...s.....t | 
| 15300 |  c3 4c 8b 5b 60 48 c7 43 60 00 00 00 00 4d 85 db    0f 85 14 ff ff ff 31 c0 e9 ed fe ff ff f7 c2 00  | .L.[`H.C`....M........1......... | 
| 15320 |  00 00 04 74 d3 e8 a6 f0 ff ff 85 c0 74 96 e9 ef    fe ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 66 90  | ...t........t......ff.........f. | 
| 15340 |  41 55 49 89 f5 41 54 49 89 d4 55 48 89 cd 53 48    89 fb 48 83 ec 28 48 8b 7f 60 48 c7 43 60 00 00  | AUI..ATI..UH..SH..H..(H..`H.C`.. | 
| 15360 |  00 00 48 c7 44 24 08 00 00 00 00 48 c7 44 24 18    00 00 00 00 48 89 7c 24 10 48 85 ff 74 21 48 8b  | ..H.D$.....H.D$.....H.|$.H..t!H. | 
| 15380 |  57 08 48 89 54 24 08 8b 02 83 c0 01 74 07 89 02    48 8b 7c 24 10 e8 06 ff fe ff 48 89 44 24 18 48  | W.H.T$......t...H.|$......H.D$.H | 
| 153a0 |  8d 54 24 18 48 8d 74 24 10 48 8d 7c 24 08 e8 4d    fe fe ff 48 83 7b 60 00 0f 85 02 01 00 00 48 8b  | .T$.H.t$.H.|$..M...H.{`.......H. | 
| 153c0 |  74 24 18 48 85 f6 74 25 48 8b 7c 24 10 e8 ce fc    fe ff 85 c0 0f 88 e6 00 00 00 48 8b 54 24 18 48  | t$.H..t%H.|$..............H.T$.H | 
| 153e0 |  85 d2 74 09 8b 02 83 c0 01 74 02 89 02 48 8b 54    24 08 48 85 d2 74 09 8b 02 83 c0 01 74 02 89 02  | ..t......t...H.T$.H..t......t... | 
| 15400 |  48 8b 44 24 10 48 85 c0 74 0e 8b 10 83 c2 01 74    07 89 10 48 8b 44 24 10 48 8b 54 24 08 49 89 55  | H.D$.H..t......t...H.D$.H.T$.I.U | 
| 15420 |  00 48 8b 54 24 18 49 89 04 24 48 89 55 00 48 8b    53 68 48 8b 2a 48 89 02 48 8b 7c 24 08 48 85 ff  | .H.T$.I..$H.U.H.ShH.*H..H.|$.H.. | 
| 15440 |  74 10 48 8b 07 85 c0 78 09 48 83 e8 01 48 89 07    74 3e 48 8b 7c 24 18 48 85 ff 74 10 48 8b 07 85  | t.H....x.H...H..t>H.|$.H..t.H... | 
| 15460 |  c0 78 09 48 83 e8 01 48 89 07 74 34 48 85 ed 74    12 48 8b 45 00 85 c0 78 0a 48 83 e8 01 48 89 45  | .x.H...H..t4H..t.H.E...x.H...H.E | 
| 15480 |  00 74 2d 48 83 c4 28 31 c0 5b 5d 41 5c 41 5d c3    e8 3b fd fe ff eb bb 66 0f 1f 84 00 00 00 00 00  | .t-H..(1.[]A\A]..;.....f........ | 
| 154a0 |  e8 2b fd fe ff eb c5 66 0f 1f 84 00 00 00 00 00    48 89 ef e8 18 fd fe ff eb c9 66 0f 1f 44 00 00  | .+.....f........H.........f..D.. | 
| 154c0 |  48 8b 7c 24 08 49 c7 45 00 00 00 00 00 49 c7 04    24 00 00 00 00 48 c7 45 00 00 00 00 00 48 85 ff  | H.|$.I.E.....I..$....H.E.....H.. | 
| 154e0 |  74 10 48 8b 07 85 c0 78 09 48 83 e8 01 48 89 07    74 4e 48 8b 7c 24 10 48 85 ff 74 10 48 8b 07 85  | t.H....x.H...H..tNH.|$.H..t.H... | 
| 15500 |  c0 78 09 48 83 e8 01 48 89 07 74 54 48 8b 7c 24    18 48 85 ff 74 10 48 8b 07 85 c0 78 09 48 83 e8  | .x.H...H..tTH.|$.H..t.H....x.H.. | 
| 15520 |  01 48 89 07 74 2a 48 83 c4 28 b8 ff ff ff ff 5b    5d 41 5c 41 5d c3 66 2e 0f 1f 84 00 00 00 00 00  | .H..t*H..(.....[]A\A].f......... | 
| 15540 |  e8 8b fc fe ff eb ab 66 0f 1f 84 00 00 00 00 00    e8 7b fc fe ff eb cf 66 0f 1f 84 00 00 00 00 00  | .......f.........{.....f........ | 
| 15560 |  e8 6b fc fe ff eb a5 66 0f 1f 84 00 00 00 00 00    55 48 89 fd 48 83 ec 10 48 8b 57 08 f6 82 ab 00  | .k.....f........UH..H...H.W..... | 
| 15580 |  00 00 01 0f 84 bf 00 00 00 8b 07 83 c0 01 74 0f    89 07 f6 82 ab 00 00 00 01 0f 84 01 01 00 00 48  | ..............t................H | 
| 155a0 |  8b 45 10 48 83 f8 0f 76 2f 48 89 c1 ba 01 00 00    00 48 c1 e8 03 83 e1 03 48 29 ca 48 0f af c2 48  | .E.H...v/H.......H......H).H...H | 
| 155c0 |  83 f8 fe 74 6b 48 83 f8 02 74 55 48 89 ef e8 5d    ff fe ff eb 18 0f 1f 00 83 e0 03 48 89 c2 b8 01  | ...tkH...tUH...]...........H.... | 
| 155e0 |  00 00 00 48 29 d0 8b 55 18 48 0f af c2 48 8b 55    00 85 d2 78 0a 48 83 ea 01 48 89 55 00 74 09 48  | ...H)..U.H...H.U...x.H...H.U.t.H | 
| 15600 |  83 c4 10 5d c3 0f 1f 00 48 89 ef 48 89 44 24 08    e8 bb fb fe ff 48 8b 44 24 08 48 83 c4 10 5d c3  | ...]....H..H.D$......H.D$.H...]. | 
| 15620 |  8b 45 1c 8b 55 18 48 c1 e0 1e 48 09 d0 eb be 90    8b 45 1c 8b 55 18 48 c1 e0 1e 48 09 d0 48 f7 d8  | .E..U.H...H......E..U.H...H..H.. | 
| 15640 |  eb ab 66 0f 1f 44 00 00 48 8b 42 60 48 85 c0 74    5f 48 8b 80 80 00 00 00 48 85 c0 74 53 ff d0 48  | ..f..D..H.B`H..t_H......H..tS..H | 
| 15660 |  89 c5 48 85 c0 74 49 48 8b 50 08 48 3b 15 36 59    09 00 0f 84 1a ff ff ff 48 8d 35 c2 60 04 00 48  | ..H..tIH.P.H;.6Y........H.5.`..H | 
| 15680 |  89 c7 e8 79 e1 ff ff 48 89 c5 48 85 c0 75 43 48    c7 c0 ff ff ff ff e9 64 ff ff ff 0f 1f 44 00 00  | ...y...H..H..uCH.......d.....D.. | 
| 156a0 |  48 89 ef e8 c8 fe ff ff e9 40 ff ff ff 0f 1f 00    e8 6b fe fe ff 48 85 c0 75 d5 48 8b 05 77 58 09  | H........@.......k...H..u.H..wX. | 
| 156c0 |  00 48 8d 35 b0 5c 04 00 48 8b 38 e8 b0 fb fe ff    eb bd 48 8b 50 08 e9 b7 fe ff ff 0f 1f 44 00 00  | .H.5.\..H.8.......H.P........D.. | 
| 156e0 |  48 8b 47 08 f6 80 ab 00 00 00 01 74 7b 48 8b 47    10 48 83 f8 0f 76 29 48 89 c1 ba 01 00 00 00 48  | H.G........t{H.G.H...v)H.......H | 
| 15700 |  c1 e8 03 83 e1 03 48 29 ca 48 0f af c2 48 83 f8    fe 74 3d 48 83 f8 02 74 1f e9 12 fe fe ff 66 90  | ......H).H...H...t=H...t......f. | 
| 15720 |  83 e0 03 ba 01 00 00 00 48 29 c2 8b 47 18 48 0f    af c2 c3 0f 1f 44 00 00 8b 47 1c 8b 57 18 48 c1  | ........H)..G.H......D...G..W.H. | 
| 15740 |  e0 1e 48 09 d0 c3 66 2e 0f 1f 84 00 00 00 00 00    8b 47 1c 8b 57 18 48 c1 e0 1e 48 09 d0 48 f7 d8  | ..H...f..........G..W.H...H..H.. | 
| 15760 |  c3 0f 1f 80 00 00 00 00 e9 03 fe ff ff 0f 1f 00    41 56 48 0f ba f2 3f 41 55 49 89 f5 41 54 49 89  | ................AVH...?AUI..ATI. | 
| 15780 |  d4 55 48 89 fd 48 83 ec 08 48 85 d2 75 7a 48 8b    7f 08 48 8b 35 4f 58 09 00 48 39 f7 74 0d e8 cd  | .UH..H...H..uzH...H.5OX..H9.t... | 
| 157a0 |  ff fe ff 85 c0 0f 84 fd 00 00 00 48 8b 55 10 8b    42 10 a8 04 0f 84 ee 00 00 00 4c 8b 6a 08 45 31  | ...........H.U..B.........L.j.E1 | 
| 157c0 |  e4 a8 20 75 04 4c 8b 65 18 48 8d 3d 88 38 04 00    e8 2b f9 fe ff 31 f6 85 c0 0f 85 2e 01 00 00 4c  | ...u.L.e.H.=.8...+...1.........L | 
| 157e0 |  89 e7 41 ff d5 49 89 c4 e8 83 fd fe ff 4d 85 e4    0f 84 0a 01 00 00 48 83 c4 08 4c 89 e0 5d 41 5c  | ..A..I.......M........H...L..]A\ | 
| 15800 |  41 5d 41 5e c3 0f 1f 00 48 83 fa 01 75 52 48 8b    7f 08 48 8b 35 cf 57 09 00 48 39 f7 74 09 e8 4d  | A]A^....H...uRH...H.5.W..H9.t..M | 
| 15820 |  ff fe ff 85 c0 74 39 48 8b 55 10 8b 42 10 a8 08    74 2e 4d 8b 75 00 45 31 e4 4c 8b 6a 08 a8 20 75  | .....t9H.U..B...t.M.u.E1.L.j...u | 
| 15840 |  04 4c 8b 65 18 48 8d 3d 0c 38 04 00 e8 af f8 fe    ff 85 c0 0f 85 b4 00 00 00 4c 89 f6 eb 81 66 90  | .L.e.H.=.8...............L....f. | 
| 15860 |  48 89 ef e8 88 fa fe ff 48 85 c0 74 1b 48 83 c4    08 4c 89 e2 4c 89 ee 48 89 ef 31 c9 5d 41 5c 41  | H.......H..t.H...L..L..H..1.]A\A | 
| 15880 |  5d 41 5e ff e0 0f 1f 00 48 83 c4 08 4c 89 e2 4c    89 ee 48 89 ef 31 c9 5d 41 5c 41 5d 41 5e e9 dd  | ]A^.....H...L..L..H..1.]A\A]A^.. | 
| 158a0 |  fc fe ff 0f 1f 44 00 00 48 89 ef e8 40 fa fe ff    48 85 c0 75 b8 48 8b 45 08 4c 8b 2d 98 66 09 00  | .....D..H...@...H..u.H.E.L.-.f.. | 
| 158c0 |  4c 8b a0 80 00 00 00 4d 85 e4 74 6e 48 8d 3d 85    37 04 00 e8 28 f8 fe ff 85 c0 75 31 31 d2 4c 89  | L......M..tnH.=.7...(.....u11.L. | 
| 158e0 |  ee 48 89 ef 41 ff d4 49 89 c4 e8 81 fc fe ff 4d    85 e4 0f 85 fe fe ff ff 0f 1f 84 00 00 00 00 00  | .H..A..I.......M................ | 
| 15900 |  e8 1b fc fe ff 49 89 c4 48 85 c0 74 12 48 83 c4    08 45 31 e4 5d 4c 89 e0 41 5c 41 5d 41 5e c3 48  | .....I..H..t.H...E1.]L..A\A]A^.H | 
| 15920 |  8b 05 ca 55 09 00 48 8d 35 4b 37 04 00 48 8b 38    e8 4b f9 fe ff e9 bc fe ff ff 48 83 c4 08 4c 89  | ...U..H.5K7..H.8.K........H...L. | 
| 15940 |  ee 48 89 ef 31 d2 5d 41 5c 41 5d 41 5e e9 fe fd    fe ff 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 00  | .H..1.]A\A]A^.....ff............ | 
| 15960 |  41 57 41 56 41 55 49 89 f5 41 54 55 48 89 fd 53    48 83 ec 08 48 8b 47 08 48 8b 80 90 00 00 00 48  | AWAVAUI..ATUH..SH...H.G.H......H | 
| 15980 |  85 c0 74 1c ff d0 49 89 c4 4d 85 e4 74 22 48 83    c4 08 4c 89 e0 5b 5d 41 5c 41 5d 41 5e 41 5f c3  | ..t...I..M..t"H...L..[]A\A]A^A_. | 
| 159a0 |  e8 5b fe fe ff 49 89 c4 4d 85 e4 75 e1 0f 1f 00    48 8b 05 09 56 09 00 48 8b 38 e8 51 f9 fe ff 85  | .[...I..M..u....H...V..H.8.Q.... | 
| 159c0 |  c0 75 1d 48 8b 05 ee 55 09 00 4c 89 ea 48 8d 35    3a 5a 04 00 48 8b 38 31 c0 e8 b2 fd fe ff eb ae  | .u.H...U..L..H.5:Z..H.81........ | 
| 159e0 |  e8 5b fa fe ff 48 89 ef e8 43 fa fe ff 48 89 c7    48 85 c0 74 ce e8 b6 fc fe ff 48 89 c5 48 85 c0  | .[...H...C...H..H..t......H..H.. | 
| 15a00 |  74 c1 48 8b 35 67 68 09 00 48 89 c7 e8 cf fd fe    ff 49 89 c6 48 85 c0 0f 84 81 00 00 00 4c 89 ee  | t.H.5gh..H.......I..H........L.. | 
| 15a20 |  48 89 c7 e8 b8 fd fe ff 49 89 c7 48 85 c0 74 72    48 89 c7 e8 38 fa fe ff 48 89 c3 49 8b 07 85 c0  | H.......I..H..trH...8...H..I.... | 
| 15a40 |  78 09 48 83 e8 01 49 89 07 74 3f 49 8b 06 85 c0    78 09 48 83 e8 01 49 89 06 74 39 48 8b 45 00 85  | x.H...I..t?I....x.H...I..t9H.E.. | 
| 15a60 |  c0 78 0a 48 83 e8 01 48 89 45 00 74 13 48 85 db    0f 84 4d ff ff ff 49 89 dc e9 10 ff ff ff 66 90  | .x.H...H.E.t.H....M...I.......f. | 
| 15a80 |  48 89 ef e8 48 f7 fe ff eb e3 4c 89 ff e8 3e f7    fe ff eb b7 4c 89 f7 e8 34 f7 fe ff eb bd 31 db  | H...H.....L...>.....L...4.....1. | 
| 15aa0 |  eb b9 31 db eb a5 66 2e 0f 1f 84 00 00 00 00 00    41 57 41 56 41 55 41 54 41 89 f4 55 53 89 d3 48  | ..1...f.........AWAVAUATA..US..H | 
| 15ac0 |  83 ec 38 48 89 7c 24 08 48 89 0c 24 e8 ff f5 fe    ff 48 8b 3d 78 64 09 00 49 89 c7 48 85 ff 0f 84  | ..8H.|$.H..$.....H.=xd..I..H.... | 
| 15ae0 |  fc 00 00 00 4c 8b 68 60 48 c7 40 60 00 00 00 00    4d 85 ed 0f 84 27 04 00 00 4d 8b 75 08 41 8b 06  | ....L.h`H.@`....M....'...M.u.A.. | 
| 15b00 |  83 c0 01 74 03 41 89 06 49 8b 6d 28 48 85 ed 74    0b 8b 45 00 83 c0 01 74 03 89 45 00 48 8b 3d 2d  | ...t.A..I.m(H..t..E....t..E.H.=- | 
| 15b20 |  64 09 00 e8 78 fb fe ff 48 8b 35 e9 68 09 00 48    85 c0 0f 84 26 06 00 00 48 8b 56 18 48 8b 38 e8  | d...x...H.5.h..H....&...H.V.H.8. | 
| 15b40 |  1c fa fe ff 49 89 c2 48 85 c0 0f 84 1f 05 00 00    48 8b 05 f1 53 09 00 49 39 c2 74 15 4c 3b 15 1d  | ....I..H........H...S..I9.t.L;.. | 
| 15b60 |  54 09 00 74 0f 4c 89 d7 e8 23 f8 fe ff 85 c0 74    03 45 31 e4 4d 85 ed 74 0a 49 39 6d 28 0f 85 9e  | T..t.L...#.....t.E1.M..t.I9m(... | 
| 15b80 |  06 00 00 49 8b 7f 60 4d 89 6f 60 48 85 ff 74 14    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | ...I..`M.o`H..t.H....x.H...H.... | 
| 15ba0 |  75 05 00 00 4d 85 f6 74 14 49 8b 06 85 c0 78 0d    48 83 e8 01 49 89 06 0f 84 66 05 00 00 48 85 ed  | u...M..t.I....x.H...I....f...H.. | 
| 15bc0 |  74 16 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89    45 00 0f 84 34 05 00 00 41 89 de 45 85 e4 74 06  | t.H.E...x.H...H.E...4...A..E..t. | 
| 15be0 |  45 89 e6 41 f7 de 48 8b 35 1b 75 09 00 48 85 f6    0f 84 0a 01 00 00 44 8b 05 03 75 09 00 44 89 c7  | E..A..H.5.u..H........D...u..D.. | 
| 15c00 |  83 ef 01 0f 88 27 05 00 00 48 63 c7 48 c1 e0 04    44 39 74 06 08 0f 8c e5 00 00 00 85 ff 0f 8e 0d  | .....'...Hc.H...D9t............. | 
| 15c20 |  05 00 00 31 c9 eb 12 66 0f 1f 84 00 00 00 00 00    7d 30 8d 48 01 39 f9 7d 1e 89 f8 29 c8 d1 f8 01  | ...1...f........}0.H.9.}...).... | 
| 15c40 |  c8 48 63 d0 48 c1 e2 04 8b 54 16 08 44 39 f2 7e    df 89 c7 39 f9 7c e2 41 39 d6 0f 9f c2 0f b6 d2  | .Hc.H....T..D9.~...9.|.A9....... | 
| 15c60 |  01 d0 41 39 c0 0f 8e 95 00 00 00 48 98 48 c1 e0    04 48 01 f0 44 39 70 08 0f 85 82 00 00 00 4c 8b  | ..A9.......H.H...H..D9p.......L. | 
| 15c80 |  20 41 8b 04 24 83 c0 01 74 04 41 89 04 24 48 8b    15 ab 62 09 00 31 c9 4c 89 e6 4c 89 ff e8 6e f4  | .A..$...t.A..$H...b..1.L..L...n. | 
| 15ca0 |  fe ff 48 89 c5 48 85 c0 0f 84 a2 01 00 00 89 58    28 48 89 c7 e8 97 f6 fe ff 49 8b 04 24 85 c0 78  | ..H..H.........X(H.......I..$..x | 
| 15cc0 |  12 48 83 e8 01 49 89 04 24 75 08 4c 89 e7 e8 fd    f4 fe ff 48 8b 45 00 85 c0 78 11 48 83 e8 01 48  | .H...I..$u.L.......H.E...x.H...H | 
| 15ce0 |  89 ef 48 89 45 00 0f 84 81 01 00 00 48 83 c4 38    5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 44 00 00  | ..H.E.......H..8[]A\A]A^A_...D.. | 
| 15d00 |  4d 8b 47 60 49 c7 47 60 00 00 00 00 4d 85 c0 0f    84 8b 03 00 00 4d 8b 68 08 41 8b 45 00 83 c0 01  | M.G`I.G`....M........M.h.A.E.... | 
| 15d20 |  74 04 41 89 45 00 49 8b 68 28 48 85 ed 74 0b 8b    45 00 83 c0 01 74 03 89 45 00 4c 89 44 24 10 45  | t.A.E.I.h(H..t..E....t..E.L.D$.E | 
| 15d40 |  85 e4 0f 85 38 01 00 00 48 8b 74 24 08 48 8b 3c    24 89 da e8 68 fb fe ff 4c 8b 44 24 10 49 89 c4  | ....8...H.t$.H.<$...h...L.D$.I.. | 
| 15d60 |  4d 85 e4 0f 84 51 03 00 00 4d 85 c0 74 0a 49 39    68 28 0f 85 c8 04 00 00 49 8b 7f 60 4d 89 47 60  | M....Q...M..t.I9h(......I..`M.G` | 
| 15d80 |  48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01    48 89 07 0f 84 bb 03 00 00 4d 85 ed 74 16 49 8b  | H..t.H....x.H...H........M..t.I. | 
| 15da0 |  45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00 0f 84    93 03 00 00 48 85 ed 74 16 48 8b 45 00 85 c0 78  | E...x.H...I.E.......H..t.H.E...x | 
| 15dc0 |  0e 48 83 e8 01 48 89 45 00 0f 84 6b 03 00 00 48    8b 3d 32 73 09 00 45 85 f6 0f 84 af fe ff ff 48  | .H...H.E...k...H.=2s..E........H | 
| 15de0 |  85 ff 0f 84 f8 03 00 00 44 8b 2d 11 73 09 00 44    89 e9 83 e9 01 0f 88 35 01 00 00 48 63 c1 48 c1  | ........D.-.s..D.......5...Hc.H. | 
| 15e00 |  e0 04 44 39 74 07 08 0f 8c e0 01 00 00 85 c9 0f    8e 1b 01 00 00 31 d2 eb 18 0f 1f 80 00 00 00 00  | ..D9t................1.......... | 
| 15e20 |  0f 8d 1d 01 00 00 8d 55 01 39 ca 0f 8d 07 01 00    00 89 cd 29 d5 d1 fd 01 d5 48 63 c5 48 c1 e0 04  | .......U.9.........).....Hc.H... | 
| 15e40 |  8b 44 07 08 44 39 f0 7e d7 89 e9 eb dc 0f 1f 00    49 8b 04 24 85 c0 0f 88 90 fe ff ff 48 83 e8 01  | .D..D9.~........I..$........H... | 
| 15e60 |  49 89 04 24 0f 85 82 fe ff ff 4c 89 e7 48 83 c4    38 5b 5d 41 5c 41 5d 41 5e 41 5f e9 50 f3 fe ff  | I..$......L..H..8[]A\A]A^A_.P... | 
| 15e80 |  48 8b 74 24 08 31 c0 44 89 e1 48 8d 15 ef 36 04    00 48 8d 3d 8c 55 04 00 e8 93 f1 fe ff 4c 8b 44  | H.t$.1.D..H...6..H.=.U.......L.D | 
| 15ea0 |  24 10 48 85 c0 49 89 c1 0f 84 fc 01 00 00 48 89    c7 48 89 44 24 08 e8 c5 f7 fe ff 4c 8b 4c 24 08  | $.H..I........H..H.D$......L.L$. | 
| 15ec0 |  4c 8b 44 24 10 48 85 c0 48 89 c6 0f 84 d9 01 00    00 48 8b 3c 24 89 da e8 e4 f9 fe ff 4c 8b 4c 24  | L.D$.H..H........H.<$.......L.L$ | 
| 15ee0 |  08 4c 8b 44 24 10 49 89 c4 49 8b 01 85 c0 0f 88    6c fe ff ff 48 83 e8 01 49 89 01 0f 85 5f fe ff  | .L.D$.I..I......l...H...I...._.. | 
| 15f00 |  ff 4c 89 cf 4c 89 04 24 e8 c3 f2 fe ff 4c 8b 04    24 e9 4a fe ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .L..L..$.....L..$.J...f......... | 
| 15f20 |  31 ed 45 31 f6 e9 f9 fb ff ff 66 0f 1f 44 00 00    8b 47 08 31 ed 0f 1f 00 41 39 c6 0f 9f c0 0f b6  | 1.E1......f..D...G.1....A9...... | 
| 15f40 |  c0 01 c5 41 39 ed 0f 8e a4 00 00 00 48 63 cd 48    c1 e1 04 48 01 f9 44 39 71 08 0f 84 35 03 00 00  | ...A9.......Hc.H...H..D9q...5... | 
| 15f60 |  44 39 2d 9d 71 09 00 0f 84 26 04 00 00 44 89 e8    41 b8 00 00 00 00 48 89 0c 24 29 e8 8d 50 ff 49  | D9-.q....&...D..A.....H..$)..P.I | 
| 15f80 |  63 c5 48 c1 e0 04 48 89 c6 48 89 d0 48 f7 d8 48    c1 e0 04 41 39 ed 49 0f 4e c0 48 83 c2 01 41 b8  | c.H...H..H..H..H...A9.I.N.H...A. | 
| 15fa0 |  10 00 00 00 48 c1 e2 04 41 39 ed 49 0f 4e d0 4c    8d 44 06 f0 48 01 f0 49 01 f8 48 01 c7 4c 89 c6  | ....H...A9.I.N.L.D..H..I..H..L.. | 
| 15fc0 |  e8 ab f6 fe ff 48 8b 0c 24 41 83 c5 01 44 89 71    08 4c 89 21 44 89 2d 25 71 09 00 41 8b 04 24 83  | .....H..$A...D.q.L.!D.-%q..A..$. | 
| 15fe0 |  c0 01 0f 85 a2 fc ff ff e9 a1 fc ff ff 44 89 ed    8b 05 0e 71 09 00 41 39 c5 0f 85 32 02 00 00 44  | .............D.....q..A9...2...D | 
| 16000 |  8d 68 40 49 63 f5 48 c1 e6 04 e8 f1 f2 fe ff 48    89 c7 48 85 c0 0f 84 73 fc ff ff 44 89 2d e2 70  | .h@Ic.H........H..H....s...D.-.p | 
| 16020 |  09 00 48 63 cd 44 8b 2d d4 70 09 00 48 c1 e1 04    48 89 05 d1 70 09 00 48 01 c1 44 39 ed 0f 8c 2a  | ..Hc.D.-.p..H...H...p..H..D9...* | 
| 16040 |  ff ff ff eb 84 4c 89 d6 4c 89 e7 48 89 54 24 10    e8 1b f2 fe ff 48 8b 54 24 10 85 c0 74 11 48 8b  | .....L..L..H.T$......H.T$...t.H. | 
| 16060 |  7a 60 48 c7 42 60 00 00 00 00 e8 f1 d6 ff ff e8    cc f3 fe ff 48 8b 15 cd 4e 09 00 48 8b 35 96 63  | z`H.B`..............H...N..H.5.c | 
| 16080 |  09 00 45 31 e4 48 8b 3d c4 5e 09 00 e8 7f f4 fe    ff e9 de fa ff ff 66 2e 0f 1f 84 00 00 00 00 00  | ..E1.H.=.^............f......... | 
| 160a0 |  31 ed 45 31 ed e9 90 fc ff ff 4c 89 cf 4c 89 04    24 e8 aa d6 ff ff 4c 8b 04 24 4d 85 ed 74 22 49  | 1.E1......L..L..$.....L..$M..t"I | 
| 160c0 |  8b 45 00 85 c0 78 1a 48 83 e8 01 49 89 45 00 75    10 4c 89 ef 4c 89 04 24 e8 f3 f0 fe ff 4c 8b 04  | .E...x.H...I.E.u.L..L..$.....L.. | 
| 160e0 |  24 4d 85 c0 74 18 49 8b 00 85 c0 78 11 48 83 e8    01 49 89 00 75 08 4c 89 c7 e8 d2 f0 fe ff 48 85  | $M..t.I....x.H...I..u.L.......H. | 
| 16100 |  ed 0f 85 cc fb ff ff e9 e0 fb ff ff 48 89 ef e8    bc f0 fe ff e9 bf fa ff ff e8 b2 f0 fe ff e9 81  | ............H................... | 
| 16120 |  fa ff ff 4c 89 f7 e8 a5 f0 fe ff e9 8d fa ff ff    8b 56 08 31 c0 e9 1d fb ff ff 48 89 ef e8 8e f0  | ...L.............V.1......H..... | 
| 16140 |  fe ff e9 88 fc ff ff 4c 89 ef e8 81 f0 fe ff e9    60 fc ff ff e8 77 f0 fe ff e9 3b fc ff ff 48 8b  | .......L........`....w....;...H. | 
| 16160 |  3d eb 5d 09 00 48 8b 47 08 48 8b 80 90 00 00 00    48 3b 05 e1 4d 09 00 0f 85 40 01 00 00 b9 01 00  | =.]..H.G.H......H;..M....@...... | 
| 16180 |  00 00 31 d2 e8 17 f0 fe ff 48 89 c7 48 85 c0 0f    84 da fe ff ff 48 89 7c 24 10 e8 f1 f1 fe ff 48  | ..1......H..H........H.|$......H | 
| 161a0 |  8b 7c 24 10 85 c0 48 8b 07 0f 85 a9 00 00 00 85    c0 78 0d 48 83 e8 01 48 89 07 0f 84 c0 01 00 00  | .|$...H..........x.H...H........ | 
| 161c0 |  48 8b 05 81 4d 09 00 48 39 05 b2 4d 09 00 0f 85    a0 f9 ff ff e9 98 f9 ff ff 0f 1f 80 00 00 00 00  | H...M..H9..M.................... | 
| 161e0 |  bf 00 04 00 00 e8 76 f6 fe ff 48 85 c0 0f 84 9b    fa ff ff 48 8b 15 2e 9d 08 00 48 89 05 07 6f 09  | ......v...H........H......H...o. | 
| 16200 |  00 44 89 70 08 48 89 15 f4 6e 09 00 4c 89 20 41    8b 04 24 83 c0 01 0f 85 6e fa ff ff e9 6d fa ff  | .D.p.H...n..L..A..$.....n....m.. | 
| 16220 |  ff 48 89 ee 4c 89 ef e8 74 ee fe ff e9 52 f9 ff    ff 48 63 cd 48 c1 e1 04 48 01 f9 e9 89 fd ff ff  | .H..L...t....R...Hc.H...H....... | 
| 16240 |  4c 89 c7 48 89 ee 4c 89 04 24 e8 51 ee fe ff 4c    8b 04 24 e9 20 fb ff ff 85 c0 0f 88 11 f9 ff ff  | L..H..L..$.Q...L..$............. | 
| 16260 |  48 83 e8 01 48 89 07 0f 85 04 f9 ff ff 48 8b 05    d4 4c 09 00 49 89 c2 48 89 44 24 18 4c 89 54 24  | H...H........H...L..I..H.D$.L.T$ | 
| 16280 |  10 e8 4a ef fe ff 4c 8b 54 24 10 48 8b 44 24 18    e9 c2 f8 ff ff 48 8b 39 4c 89 21 48 8b 07 85 c0  | ..J...L.T$.H.D$......H.9L.!H.... | 
| 162a0 |  0f 88 e8 f9 ff ff 48 83 e8 01 48 89 07 0f 85 db    f9 ff ff e8 18 ef fe ff e9 d1 f9 ff ff 48 85 c0  | ......H...H..................H.. | 
| 162c0 |  0f 84 fd 00 00 00 ff d0 48 89 c7 48 85 ff 0f 85    c1 fe ff ff e8 f7 ed fe ff 48 89 c2 48 8b 05 dd  | ........H..H.............H..H... | 
| 162e0 |  4c 09 00 4c 8b 10 48 8b 42 60 48 85 c0 0f 84 7c    fd ff ff 4c 8b 60 08 4d 39 e2 0f 84 5e fd ff ff  | L..L..H.B`H....|...L.`.M9...^... | 
| 16300 |  49 8b 42 08 48 8b 80 a8 00 00 00 a9 00 00 00 04    0f 85 ba 00 00 00 49 8b 4c 24 08 f6 81 ab 00 00  | I.B.H.................I.L$...... | 
| 16320 |  00 80 0f 84 1d fd ff ff 41 f6 84 24 ab 00 00 00    40 0f 84 0e fd ff ff a9 00 00 00 80 0f 84 03 fd  | ........A..$....@............... | 
| 16340 |  ff ff 41 f6 82 ab 00 00 00 40 0f 84 f5 fc ff ff    49 8b 8c 24 58 01 00 00 48 85 c9 74 3e 48 8b 71  | ..A......@......I..$X...H..t>H.q | 
| 16360 |  10 31 c0 eb 0f 4c 3b 54 c1 18 0f 84 ee fc ff ff    48 83 c0 01 48 39 c6 7f ec e9 f1 fc ff ff 66 90  | .1...L;T........H...H9........f. | 
| 16380 |  4c 8b 15 f9 4b 09 00 48 8b 05 ba 4b 09 00 e9 e4    fe ff ff 44 89 e8 e9 64 fc ff ff 4d 8b a4 24 00  | L...K..H...K.......D...d...M..$. | 
| 163a0 |  01 00 00 4d 39 e2 0f 84 b2 fc ff ff 4d 85 e4 75    ea 4c 3b 15 e8 4b 09 00 0f 84 a0 fc ff ff e9 ac  | ...M9.......M..u.L;..K.......... | 
| 163c0 |  fc ff ff e8 38 f4 fe ff 48 89 c7 e9 fb fe ff ff    4d 8b 5a 10 31 c0 eb 0f 4d 3b 64 c2 18 0f 84 7b  | ....8...H.......M.Z.1...M;d....{ | 
| 163e0 |  fc ff ff 48 83 c0 01 49 39 c3 7f ec 31 c9 49 39    cb 0f 8e 78 fc ff ff 49 8b 74 ca 18 49 39 f4 0f  | ...H...I9...1.I9...x...I.t..I9.. | 
| 16400 |  84 59 fc ff ff 4c 89 e7 48 89 54 24 10 48 89 4c    24 28 4c 89 5c 24 20 4c 89 54 24 18 e8 4f e1 ff  | .Y...L..H.T$.H.L$(L.\$.L.T$..O.. | 
| 16420 |  ff 48 8b 54 24 10 85 c0 0f 85 30 fc ff ff 48 8b    4c 24 28 4c 8b 5c 24 20 4c 8b 54 24 18 48 83 c1  | .H.T$.....0...H.L$(L.\$.L.T$.H.. | 
| 16440 |  01 eb ab 66 66 2e 0f 1f 84 00 00 00 00 00 66 90    41 57 48 8d 05 e7 66 09 00 41 56 41 55 41 54 55  | ...ff.........f.AWH...f..AVAUATU | 
| 16460 |  48 89 fd 53 48 89 d3 48 83 ec 48 4c 8b 0d a6 69    09 00 4c 8b 2d ff 4a 09 00 48 89 44 24 20 48 05  | H..SH..H..HL...i..L.-.J..H.D$.H. | 
| 16480 |  a0 00 00 00 48 89 44 24 28 48 c7 44 24 30 00 00    00 00 4c 89 4c 24 10 4c 89 6c 24 18 48 85 c9 0f  | ....H.D$(H.D$0....L.L$.L.l$.H... | 
| 164a0 |  84 ab 00 00 00 49 89 cc 4c 8d 34 d6 48 83 fa 01    0f 84 0a 02 00 00 48 83 fa 02 0f 84 50 01 00 00  | .....I..L.4.H.........H.....P... | 
| 164c0 |  48 85 d2 0f 84 6f 01 00 00 48 85 db 48 8d 05 65    4f 04 00 49 89 d8 48 8d 0d 52 4f 04 00 48 8d 15  | H....o...H..H..eO..I..H..RO..H.. | 
| 164e0 |  5c 4f 04 00 48 0f 49 c8 48 83 ec 08 48 8b 05 45    4a 09 00 49 c1 f8 3f 53 49 f7 d0 48 8d 35 fe 30  | \O..H.I.H...H..EJ..I..?SI..H.5.0 | 
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| 16520 |  0d 24 4f 04 00 ba 12 0c 00 00 48 8d 3d 9f 30 04    00 e8 7a f5 ff ff 31 c0 48 83 c4 48 5b 5d 41 5c  | .$O.......H.=.0...z...1.H..H[]A\ | 
| 16540 |  41 5d 41 5e 41 5f c3 66 0f 1f 84 00 00 00 00 00    48 83 fa 01 0f 84 86 01 00 00 48 83 fa 02 0f 84  | A]A^A_.f........H.........H..... | 
| 16560 |  3c 01 00 00 48 85 d2 0f 85 5c ff ff ff 4d 89 ea    4c 8b a5 e8 00 00 00 41 8b 04 24 83 c0 01 74 04  | <...H....\...M..L......A..$...t. | 
| 16580 |  41 89 04 24 48 8b 15 c5 5c 09 00 48 83 ec 08 48    8d 75 20 48 8b 05 76 68 09 00 41 55 48 8d 3d 7d  | A..$H...\..H...H.u.H..vh..AUH.=} | 
| 165a0 |  0e 04 00 41 b8 01 00 00 00 4c 89 e1 6a 00 52 50    6a 00 52 4c 89 d2 50 6a 01 ff 35 89 65 09 00 ff  | ...A.....L..j.RPj.RL..Pj..5.e... | 
| 165c0 |  15 ab 6a 09 00 48 83 c4 50 48 85 c0 0f 84 46 01    00 00 49 8b 14 24 85 d2 0f 88 5a ff ff ff 48 83  | ..j..H..PH....F...I..$....Z...H. | 
| 165e0 |  ea 01 49 89 14 24 0f 85 4c ff ff ff 4c 89 e7 48    89 44 24 08 e8 d7 eb fe ff 48 8b 44 24 08 48 83  | ..I..$..L...L..H.D$......H.D$.H. | 
| 16600 |  c4 48 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 00    f3 0f 6f 06 4c 8b 56 08 4c 8b 79 10 0f 29 44 24  | .H[]A\A]A^A_......o.L.V.L.y..)D$ | 
| 16620 |  10 4d 85 ff 0f 8f be 00 00 00 4c 8b 4c 24 10 e9    3c ff ff ff 0f 1f 40 00 4c 8b 79 10 4d 85 ff 0f  | .M........L.L$..<.....@.L.y.M... | 
| 16640 |  8e 28 ff ff ff 48 8b 15 f4 64 09 00 4c 89 f6 4c    89 e7 e8 89 e3 ff ff 49 89 c1 48 85 c0 0f 84 2d  | .(...H...d..L..L.......I..H....- | 
| 16660 |  01 00 00 49 83 ef 01 48 89 44 24 10 4d 85 ff 7e    60 48 8b 15 68 65 09 00 4c 89 f6 4c 89 e7 e8 5d  | ...I...H.D$.M..~`H..he..L..L...] | 
| 16680 |  e3 ff ff 49 89 c2 48 85 c0 0f 84 e9 00 00 00 48    89 44 24 18 49 83 ef 01 eb 87 66 0f 1f 44 00 00  | ...I..H........H.D$.I.....f..D.. | 
| 166a0 |  4c 8b 56 08 4c 89 54 24 18 4c 8b 0e 4c 89 4c 24    10 e9 ba fe ff ff 66 2e 0f 1f 84 00 00 00 00 00  | L.V.L.T$.L..L.L$......f......... | 
| 166c0 |  4c 8b 0e 4c 8b 79 10 4c 89 4c 24 10 4d 85 ff 7f    a0 4c 8b 54 24 18 e9 95 fe ff ff 0f 1f 44 00 00  | L..L.y.L.L$.M....L.T$........D.. | 
| 166e0 |  4d 89 ea eb c4 0f 1f 00 48 8d 4c 24 10 48 8d 54    24 20 49 89 d8 4c 89 f6 4c 8d 0d 41 4d 04 00 4c  | M.......H.L$.H.T$.I..L..L..AM..L | 
| 16700 |  89 e7 e8 19 e7 ff ff 85 c0 78 5d 4c 8b 4c 24 10    eb bf 66 0f 1f 44 00 00 49 8b 14 24 85 d2 78 1c  | .........x]L.L$...f..D..I..$..x. | 
| 16720 |  48 83 ea 01 49 89 14 24 75 12 4c 89 e7 48 89 44    24 08 e8 99 ea fe ff 48 8b 44 24 08 ba 5a 0c 00  | H...I..$u.L..H.D$......H.D$..Z.. | 
| 16740 |  00 48 8d 0d 01 4d 04 00 be a0 4c 00 00 48 89 44    24 08 48 8d 3d 77 2e 04 00 e8 52 f3 ff ff 48 8b  | .H...M....L..H.D$.H.=w....R...H. | 
| 16760 |  44 24 08 e9 d0 fd ff ff be 58 4c 00 00 e9 ac fd    ff ff 66 0f 1f 44 00 00 e8 a3 ed fe ff 48 85 c0  | D$.......XL.......f..D.......H.. | 
| 16780 |  0f 84 62 ff ff ff be 53 4c 00 00 e9 8e fd ff ff    e8 8b ed fe ff 48 85 c0 0f 84 d3 fe ff ff be 4c  | ..b....SL............H.........L | 
| 167a0 |  4c 00 00 e9 76 fd ff ff 0f 1f 84 00 00 00 00 00    41 56 48 8d 05 0f 64 09 00 41 55 66 48 0f 6e c8  | L...v...........AVH...d..AUfH.n. | 
| 167c0 |  41 54 55 48 89 fd 48 8d b8 e0 fb ff ff 48 83 c0    18 53 66 48 0f 6e c7 48 89 d3 66 0f 6c c1 48 83  | ATUH..H......H...SfH.n.H..f.l.H. | 
| 167e0 |  ec 50 66 0f 6f 15 26 66 09 00 4c 8b 0d 1f 66 09    00 48 89 44 24 40 48 8b 05 13 45 09 00 48 c7 44  | .Pf.o.&f..L...f..H.D$@H...E..H.D | 
| 16800 |  24 48 00 00 00 00 48 8b 15 0b 66 09 00 48 89 44    24 20 0f 29 44 24 30 0f 29 54 24 10 48 85 c9 0f  | $H....H...f..H.D$..)D$0.)T$.H... | 
| 16820 |  84 6b 01 00 00 49 89 cc 4c 8d 2c de 48 83 fb 02    0f 84 8a 02 00 00 0f 8f 84 00 00 00 48 85 db 0f  | .k...I..L.,.H...............H... | 
| 16840 |  84 b3 01 00 00 48 83 fb 01 0f 85 8b 02 00 00 4c    8b 0e 4c 8b 71 10 4c 89 4c 24 10 4d 85 f6 0f 8e  | .....H.........L..L.q.L.L$.M.... | 
| 16860 |  92 00 00 00 48 8b 15 5d 63 09 00 4c 89 ee 4c 89    e7 e8 6a e1 ff ff 48 89 c2 48 85 c0 0f 84 ae 03  | ....H..]c..L..L...j...H..H...... | 
| 16880 |  00 00 48 89 44 24 18 49 83 ee 01 4d 85 f6 0f 8e    74 02 00 00 48 8b 15 45 63 09 00 4c 89 ee 4c 89  | ..H.D$.I...M....t...H..Ec..L..L. | 
| 168a0 |  e7 e8 3a e1 ff ff 48 85 c0 0f 84 61 03 00 00 48    89 44 24 20 49 83 ee 01 eb 2e 66 0f 1f 44 00 00  | ..:...H....a...H.D$.I.....f..D.. | 
| 168c0 |  48 83 fb 03 0f 85 56 01 00 00 48 8b 46 10 48 8b    56 08 4c 8b 0e 4c 8b 71 10 48 89 44 24 20 48 89  | H.....V...H.F.H.V.L..L.q.H.D$.H. | 
| 168e0 |  54 24 18 4c 89 4c 24 10 4d 85 f6 0f 8f 6f 02 00    00 4c 8b 4c 24 10 48 8b 54 24 18 4c 8b 54 24 20  | T$.L.L$.M....o...L.L$.H.T$.L.T$. | 
| 16900 |  48 8b 0d 71 46 09 00 4c 8b a5 e8 00 00 00 41 8b    04 24 83 c0 01 74 04 41 89 04 24 48 83 ec 08 48  | H..qF..L......A..$...t.A..$H...H | 
| 16920 |  8d 75 48 48 8d 3d c6 13 04 00 41 b8 02 00 00 00    51 4c 89 e1 6a 00 ff 35 14 59 09 00 ff 35 ce 64  | .uHH.=....A.....QL..j..5.Y...5.d | 
| 16940 |  09 00 6a 01 ff 35 86 62 09 00 52 4c 89 d2 6a 00    ff 35 5a 5e 09 00 ff 15 14 67 09 00 48 83 c4 50  | ..j..5.b..RL..j..5Z^.....g..H..P | 
| 16960 |  48 85 c0 0f 84 2f 02 00 00 49 8b 14 24 85 d2 78    0e 48 83 ea 01 49 89 14 24 0f 84 21 01 00 00 48  | H..../...I..$..x.H...I..$..!...H | 
| 16980 |  83 c4 50 5b 5d 41 5c 41 5d 41 5e c3 0f 1f 40 00    48 83 fb 02 0f 84 7e 01 00 00 7f 34 48 85 db 0f  | ..P[]A\A]A^...@.H.....~....4H... | 
| 169a0 |  84 eb 00 00 00 48 83 fb 01 0f 85 2b 01 00 00 48    8b 0d c2 45 09 00 49 89 ca 4c 8b 0e 4c 89 4c 24  | .....H.....+...H...E..I..L..L.L$ | 
| 169c0 |  10 e9 41 ff ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 83 fb 03 75 4a 4c 8b 56 10 48 8b 0d 97 45 09  | ..A...f.........H...uJL.V.H...E. | 
| 169e0 |  00 4c 89 54 24 20 48 8b 56 08 48 89 54 24 18 eb    c8 0f 1f 80 00 00 00 00 4c 8b 71 10 4d 85 f6 0f  | .L.T$.H.V.H.T$..........L.q.M... | 
| 16a00 |  8f 2b 01 00 00 4c 8b 54 24 20 48 8b 0d 67 45 09    00 e9 f1 fe ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .+...L.T$.H..gE.......f......... | 
| 16a20 |  48 8d 0d 11 4a 04 00 41 b8 03 00 00 00 48 83 ec    08 48 8b 05 00 45 09 00 48 8d 15 22 4a 04 00 48  | H...J..A.....H...H...E..H.."J..H | 
| 16a40 |  8d 35 ba 2b 04 00 53 4c 8d 0d 62 4e 04 00 48 8b    38 31 c0 e8 38 ed fe ff 58 be b9 4b 00 00 5a 48  | .5.+..SL..bN..H.81..8...X..K..ZH | 
| 16a60 |  8d 0d e3 49 04 00 ba 9e 0b 00 00 48 8d 3d ce 2b    04 00 e8 39 f0 ff ff 48 83 c4 50 31 c0 5b 5d 41  | ...I.......H.=.+...9...H..P1.[]A | 
| 16a80 |  5c 41 5d 41 5e c3 66 2e 0f 1f 84 00 00 00 00 00    48 8b 0d e1 44 09 00 49 89 ca e9 68 fe ff ff 90  | \A]A^.f.........H...D..I...h.... | 
| 16aa0 |  4c 89 e7 48 89 44 24 08 e8 23 e7 fe ff 48 8b 44    24 08 48 83 c4 50 5b 5d 41 5c 41 5d 41 5e c3 90  | L..H.D$..#...H.D$.H..P[]A\A]A^.. | 
| 16ac0 |  48 8b 56 08 48 8b 06 4c 8b 71 10 48 89 54 24 18    48 89 44 24 10 e9 b1 fd ff ff 48 85 db 48 8d 0d  | H.V.H..L.q.H.T$.H.D$......H..H.. | 
| 16ae0 |  4b 49 04 00 48 8d 05 4d 49 04 00 49 89 d8 48 0f    49 c8 49 c1 f8 3f 49 f7 d0 41 83 e0 03 e9 2b ff  | KI..H..MI..I..H.I.I..?I..A....+. | 
| 16b00 |  ff ff 66 0f 1f 44 00 00 4c 8b 4c 24 10 e9 f3 fe    ff ff 66 0f 1f 44 00 00 48 8b 0d 59 44 09 00 49  | ..f..D..L.L$......f..D..H..YD..I | 
| 16b20 |  89 ca e9 bf fe ff ff 66 0f 1f 84 00 00 00 00 00    48 8b 15 71 5c 09 00 4c 89 ee 4c 89 e7 e8 9e de  | .......f........H..q\..L..L..... | 
| 16b40 |  ff ff 49 89 c1 48 85 c0 0f 84 a2 00 00 00 48 89    44 24 10 49 83 ee 01 e9 ff fc ff ff 0f 1f 40 00  | ..I..H........H.D$.I..........@. | 
| 16b60 |  48 8d 4c 24 10 48 8d 54 24 30 49 89 d8 4c 89 ee    4c 8d 0d ea 48 04 00 4c 89 e7 e8 a1 e2 ff ff 85  | H.L$.H.T$0I..L..L...H..L........ | 
| 16b80 |  c0 0f 89 6a fd ff ff be a5 4b 00 00 e9 ce fe ff    ff 0f 1f 80 00 00 00 00 49 8b 14 24 85 d2 78 1c  | ...j.....K..............I..$..x. | 
| 16ba0 |  48 83 ea 01 49 89 14 24 75 12 4c 89 e7 48 89 44    24 08 e8 19 e6 fe ff 48 8b 44 24 08 ba 0d 0c 00  | H...I..$u.L..H.D$......H.D$..... | 
| 16bc0 |  00 48 8d 0d 81 48 04 00 be f0 4b 00 00 48 89 44    24 08 48 8d 3d 67 2a 04 00 e8 d2 ee ff ff 48 8b  | .H...H....K..H.D$.H.=g*.......H. | 
| 16be0 |  44 24 08 e9 97 fd ff ff 0f 1f 84 00 00 00 00 00    e8 2b e9 fe ff 48 85 c0 0f 84 66 fc ff ff be 92  | D$...............+...H....f..... | 
| 16c00 |  4b 00 00 e9 57 fe ff ff 0f 1f 84 00 00 00 00 00    e8 0b e9 fe ff 48 85 c0 0f 84 42 ff ff ff be a0  | K...W................H....B..... | 
| 16c20 |  4b 00 00 e9 37 fe ff ff 0f 1f 84 00 00 00 00 00    e8 eb e8 fe ff 48 85 c0 0f 84 56 fc ff ff be 99  | K...7................H....V..... | 
| 16c40 |  4b 00 00 e9 17 fe ff ff 0f 1f 84 00 00 00 00 00    41 56 48 8d 05 e7 5e 09 00 41 55 66 48 0f 6e c8  | K...............AVH...^..AUfH.n. | 
| 16c60 |  41 54 55 48 89 fd 48 8d b8 e8 fb ff ff 48 05 a0    00 00 00 53 66 48 0f 6e c7 48 89 d3 66 0f 6c c1  | ATUH..H......H.....SfH.n.H..f.l. | 
| 16c80 |  48 83 ec 50 66 0f 6f 15 84 61 09 00 4c 8b 0d 7d    61 09 00 48 89 44 24 40 48 8b 05 71 40 09 00 48  | H..Pf.o..a..L..}a..H.D$@H..q@..H | 
| 16ca0 |  c7 44 24 48 00 00 00 00 48 8b 15 69 61 09 00 48    89 44 24 20 0f 29 44 24 30 0f 29 54 24 10 48 85  | .D$H....H..ia..H.D$..)D$0.)T$.H. | 
| 16cc0 |  c9 0f 84 69 01 00 00 49 89 cc 4c 8d 2c de 48 83    fb 02 0f 84 88 02 00 00 0f 8f 82 00 00 00 48 85  | ...i...I..L.,.H...............H. | 
| 16ce0 |  db 0f 84 b1 01 00 00 48 83 fb 01 0f 85 89 02 00    00 4c 8b 0e 4c 8b 71 10 4c 89 4c 24 10 4d 85 f6  | .......H.........L..L.q.L.L$.M.. | 
| 16d00 |  0f 8e 90 00 00 00 48 8b 15 33 5e 09 00 4c 89 ee    4c 89 e7 e8 c8 dc ff ff 48 89 c2 48 85 c0 0f 84  | ......H..3^..L..L.......H..H.... | 
| 16d20 |  ac 03 00 00 48 89 44 24 18 49 83 ee 01 4d 85 f6    0f 8e 72 02 00 00 48 8b 15 a3 5e 09 00 4c 89 ee  | ....H.D$.I...M....r...H...^..L.. | 
| 16d40 |  4c 89 e7 e8 98 dc ff ff 48 85 c0 0f 84 5f 03 00    00 48 89 44 24 20 49 83 ee 01 eb 2c 0f 1f 40 00  | L.......H...._...H.D$.I....,..@. | 
| 16d60 |  48 83 fb 03 0f 85 56 01 00 00 48 8b 46 10 48 8b    56 08 4c 8b 0e 4c 8b 71 10 48 89 44 24 20 48 89  | H.....V...H.F.H.V.L..L.q.H.D$.H. | 
| 16d80 |  54 24 18 4c 89 4c 24 10 4d 85 f6 0f 8f 6f 02 00    00 4c 8b 4c 24 10 48 8b 54 24 18 4c 8b 54 24 20  | T$.L.L$.M....o...L.L$.H.T$.L.T$. | 
| 16da0 |  48 8b 0d d1 41 09 00 4c 8b a5 e8 00 00 00 41 8b    04 24 83 c0 01 74 04 41 89 04 24 48 83 ec 08 48  | H...A..L......A..$...t.A..$H...H | 
| 16dc0 |  8d 75 20 48 8d 3d 76 c8 03 00 41 b8 02 00 00 00    51 4c 89 e1 6a 00 ff 35 74 54 09 00 ff 35 2e 60  | .u.H.=v...A.....QL..j..5tT...5.` | 
| 16de0 |  09 00 6a 01 ff 35 5e 5d 09 00 52 4c 89 d2 6a 00    ff 35 3a 59 09 00 ff 15 74 62 09 00 48 83 c4 50  | ..j..5^]..RL..j..5:Y....tb..H..P | 
| 16e00 |  48 85 c0 0f 84 2f 02 00 00 49 8b 14 24 85 d2 78    0e 48 83 ea 01 49 89 14 24 0f 84 21 01 00 00 48  | H..../...I..$..x.H...I..$..!...H | 
| 16e20 |  83 c4 50 5b 5d 41 5c 41 5d 41 5e c3 0f 1f 40 00    48 83 fb 02 0f 84 7e 01 00 00 7f 34 48 85 db 0f  | ..P[]A\A]A^...@.H.....~....4H... | 
| 16e40 |  84 eb 00 00 00 48 83 fb 01 0f 85 2b 01 00 00 48    8b 0d 22 41 09 00 49 89 ca 4c 8b 0e 4c 89 4c 24  | .....H.....+...H.."A..I..L..L.L$ | 
| 16e60 |  10 e9 41 ff ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 83 fb 03 75 4a 4c 8b 56 10 48 8b 0d f7 40 09  | ..A...f.........H...uJL.V.H...@. | 
| 16e80 |  00 4c 89 54 24 20 48 8b 56 08 48 89 54 24 18 eb    c8 0f 1f 80 00 00 00 00 4c 8b 71 10 4d 85 f6 0f  | .L.T$.H.V.H.T$..........L.q.M... | 
| 16ea0 |  8f 2b 01 00 00 4c 8b 54 24 20 48 8b 0d c7 40 09    00 e9 f1 fe ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .+...L.T$.H...@.......f......... | 
| 16ec0 |  48 8d 0d 71 45 04 00 41 b8 03 00 00 00 48 83 ec    08 48 8b 05 60 40 09 00 48 8d 15 8c 45 04 00 48  | H..qE..A.....H...H..`@..H...E..H | 
| 16ee0 |  8d 35 1a 27 04 00 53 4c 8d 0d c2 49 04 00 48 8b    38 31 c0 e8 98 e8 fe ff 58 be 7f 49 00 00 5a 48  | .5.'..SL...I..H.81......X..I..ZH | 
| 16f00 |  8d 0d 43 45 04 00 ba 6e 0a 00 00 48 8d 3d 5e 27    04 00 e8 99 eb ff ff 48 83 c4 50 31 c0 5b 5d 41  | ..CE...n...H.=^'.......H..P1.[]A | 
| 16f20 |  5c 41 5d 41 5e c3 66 2e 0f 1f 84 00 00 00 00 00    48 8b 0d 41 40 09 00 49 89 ca e9 68 fe ff ff 90  | \A]A^.f.........H..A@..I...h.... | 
| 16f40 |  4c 89 e7 48 89 44 24 08 e8 83 e2 fe ff 48 8b 44    24 08 48 83 c4 50 5b 5d 41 5c 41 5d 41 5e c3 90  | L..H.D$......H.D$.H..P[]A\A]A^.. | 
| 16f60 |  48 8b 56 08 48 8b 06 4c 8b 71 10 48 89 54 24 18    48 89 44 24 10 e9 b3 fd ff ff 48 85 db 48 8d 0d  | H.V.H..L.q.H.T$.H.D$......H..H.. | 
| 16f80 |  ab 44 04 00 48 8d 05 ad 44 04 00 49 89 d8 48 0f    49 c8 49 c1 f8 3f 49 f7 d0 41 83 e0 03 e9 2b ff  | .D..H...D..I..H.I.I..?I..A....+. | 
| 16fa0 |  ff ff 66 0f 1f 44 00 00 4c 8b 4c 24 10 e9 f3 fe    ff ff 66 0f 1f 44 00 00 48 8b 0d b9 3f 09 00 49  | ..f..D..L.L$......f..D..H...?..I | 
| 16fc0 |  89 ca e9 bf fe ff ff 66 0f 1f 84 00 00 00 00 00    48 8b 15 51 57 09 00 4c 89 ee 4c 89 e7 e8 fe d9  | .......f........H..QW..L..L..... | 
| 16fe0 |  ff ff 49 89 c1 48 85 c0 0f 84 a2 00 00 00 48 89    44 24 10 49 83 ee 01 e9 01 fd ff ff 0f 1f 40 00  | ..I..H........H.D$.I..........@. | 
| 17000 |  48 8d 4c 24 10 48 8d 54 24 30 49 89 d8 4c 89 ee    4c 8d 0d 54 44 04 00 4c 89 e7 e8 01 de ff ff 85  | H.L$.H.T$0I..L..L..TD..L........ | 
| 17020 |  c0 0f 89 6a fd ff ff be 6b 49 00 00 e9 ce fe ff    ff 0f 1f 80 00 00 00 00 49 8b 14 24 85 d2 78 1c  | ...j....kI..............I..$..x. | 
| 17040 |  48 83 ea 01 49 89 14 24 75 12 4c 89 e7 48 89 44    24 08 e8 79 e1 fe ff 48 8b 44 24 08 ba c7 0a 00  | H...I..$u.L..H.D$..y...H.D$..... | 
| 17060 |  00 48 8d 0d e1 43 04 00 be b6 49 00 00 48 89 44    24 08 48 8d 3d f7 25 04 00 e8 32 ea ff ff 48 8b  | .H...C....I..H.D$.H.=.%...2...H. | 
| 17080 |  44 24 08 e9 97 fd ff ff 0f 1f 84 00 00 00 00 00    e8 8b e4 fe ff 48 85 c0 0f 84 68 fc ff ff be 58  | D$...................H....h....X | 
| 170a0 |  49 00 00 e9 57 fe ff ff 0f 1f 84 00 00 00 00 00    e8 6b e4 fe ff 48 85 c0 0f 84 42 ff ff ff be 66  | I...W............k...H....B....f | 
| 170c0 |  49 00 00 e9 37 fe ff ff 0f 1f 84 00 00 00 00 00    e8 4b e4 fe ff 48 85 c0 0f 84 58 fc ff ff be 5f  | I...7............K...H....X...._ | 
| 170e0 |  49 00 00 e9 17 fe ff ff 0f 1f 84 00 00 00 00 00    41 57 48 8d 05 e7 5a 09 00 41 56 41 55 41 54 55  | I...............AWH...Z..AVAUATU | 
| 17100 |  48 89 fd 53 48 89 d3 48 83 ec 38 4c 8b 2d 66 3e    09 00 48 89 44 24 20 48 c7 44 24 28 00 00 00 00  | H..SH..H..8L.-f>..H.D$.H.D$(.... | 
| 17120 |  4c 89 6c 24 18 48 85 c9 0f 84 ca 00 00 00 49 89    cc 4c 8d 3c d6 48 85 d2 0f 84 5a 01 00 00 48 83  | L.l$.H........I..L.<.H....Z...H. | 
| 17140 |  fa 01 0f 85 c3 00 00 00 48 8b 16 48 8b 41 10 48    89 54 24 18 48 85 c0 0f 8f 93 01 00 00 4c 8b a5  | ........H..H.A.H.T$.H........L.. | 
| 17160 |  e8 00 00 00 41 8b 04 24 83 c0 01 74 04 41 89 04    24 48 83 ec 08 48 8d 75 48 45 31 c0 4c 89 e1 48  | ....A..$...t.A..$H...H.uHE1.L..H | 
| 17180 |  8b 05 ca 50 09 00 4c 8b 0d 83 5c 09 00 41 55 6a    00 48 8d 3d e8 0d 04 00 50 41 51 6a 00 50 41 51  | ...P..L...\..AUj.H.=....PAQj.PAQ | 
| 171a0 |  6a 00 50 ff 15 c7 5e 09 00 48 83 c4 50 48 85 c0    0f 84 7a 01 00 00 49 8b 14 24 85 d2 0f 88 c3 00  | j.P...^..H..PH....z...I..$...... | 
| 171c0 |  00 00 48 83 ea 01 49 89 14 24 0f 85 b5 00 00 00    4c 89 e7 48 89 44 24 08 e8 f3 df fe ff 48 8b 44  | ..H...I..$......L..H.D$......H.D | 
| 171e0 |  24 08 48 83 c4 38 5b 5d 41 5c 41 5d 41 5e 41 5f    c3 0f 1f 80 00 00 00 00 48 85 d2 0f 84 a0 00 00  | $.H..8[]A\A]A^A_........H....... | 
| 17200 |  00 48 83 fa 01 0f 84 a5 00 00 00 48 85 db 48 8d    05 23 42 04 00 48 8d 0d 13 42 04 00 48 0f 49 c8  | .H.........H..H..#B..H...B..H.I. | 
| 17220 |  48 89 d8 48 8d 15 04 42 04 00 48 c1 f8 3f 4c 8d    0d 7b 46 04 00 48 85 db 4c 0f 49 ca 4c 8d 40 01  | H..H...B..H..?L..{F..H..L.I.L.@. | 
| 17240 |  48 83 ec 08 48 8b 05 ed 3c 09 00 53 48 8d 15 20    42 04 00 48 8d 35 a6 23 04 00 48 8b 38 31 c0 e8  | H...H...<..SH...B..H.5.#..H.81.. | 
| 17260 |  2c e5 fe ff 58 be 47 45 00 00 5a 48 8d 0d d7 41    04 00 ba 1b 08 00 00 48 8d 3d 1a 24 04 00 e8 2d  | ,...X.GE..ZH...A.......H.=.$...- | 
| 17280 |  e8 ff ff 31 c0 48 83 c4 38 5b 5d 41 5c 41 5d 41    5e 41 5f c3 0f 1f 40 00 4c 8b 71 10 4d 85 f6 7f  | ...1.H..8[]A\A]A^A_...@.L.q.M... | 
| 172a0 |  1f 4c 89 ea e9 b4 fe ff ff 0f 1f 80 00 00 00 00    48 8b 16 48 89 54 24 18 e9 a0 fe ff ff 0f 1f 00  | .L..............H..H.T$......... | 
| 172c0 |  48 8b 15 19 59 09 00 4c 89 fe 4c 89 e7 e8 0e d7    ff ff 48 89 c2 48 85 c0 0f 84 92 00 00 00 48 89  | H...Y..L..L.......H..H........H. | 
| 172e0 |  44 24 18 49 8d 46 ff e9 68 fe ff ff 0f 1f 40 00    48 8d 54 24 20 48 8d 4c 24 18 49 89 d8 4c 89 fe  | D$.I.F..h.....@.H.T$.H.L$.I..L.. | 
| 17300 |  4c 8d 0d 6c 41 04 00 4c 89 e7 e8 11 db ff ff 48    8b 54 24 18 85 c0 0f 89 41 fe ff ff be 39 45 00  | L..lA..L.......H.T$.....A....9E. | 
| 17320 |  00 e9 45 ff ff ff 66 2e 0f 1f 84 00 00 00 00 00    49 8b 14 24 85 d2 78 0a 48 83 ea 01 49 89 14 24  | ..E...f.........I..$..x.H...I..$ | 
| 17340 |  74 4e ba 63 08 00 00 48 8d 0d fb 40 04 00 be 7e    45 00 00 48 89 44 24 08 48 8d 3d 39 23 04 00 e8  | tN.c...H...@...~E..H.D$.H.=9#... | 
| 17360 |  4c e7 ff ff 48 8b 44 24 08 e9 17 ff ff ff 66 90    e8 ab e1 fe ff 48 85 c0 0f 84 72 ff ff ff be 34  | L...H.D$......f......H....r....4 | 
| 17380 |  45 00 00 e9 e3 fe ff ff 0f 1f 84 00 00 00 00 00    4c 89 e7 48 89 44 24 08 e8 33 de fe ff 48 8b 44  | E...............L..H.D$..3...H.D | 
| 173a0 |  24 08 eb 9e 66 66 2e 0f 1f 84 00 00 00 00 00 90    41 57 48 8d 05 bf 50 09 00 41 56 49 89 fe 41 55  | $...ff..........AWH...P..AVI..AU | 
| 173c0 |  41 54 49 89 d4 55 53 48 83 ec 78 48 89 44 24 40    48 83 e8 10 48 89 44 24 48 48 05 20 04 00 00 48  | ATI..USH..xH.D$@H...H.D$HH.....H | 
| 173e0 |  89 44 24 50 48 05 58 03 00 00 48 89 44 24 58 48    8b 05 82 3b 09 00 48 c7 44 24 20 00 00 00 00 48  | .D$PH.X...H.D$XH...;..H.D$.....H | 
| 17400 |  c7 44 24 28 00 00 00 00 48 c7 44 24 30 00 00 00    00 48 c7 44 24 60 00 00 00 00 48 89 44 24 38 48  | .D$(....H.D$0....H.D$`....H.D$8H | 
| 17420 |  85 c9 0f 84 08 02 00 00 4c 8d 14 d6 48 83 fa 04    0f 87 0e 02 00 00 48 8d 15 c3 45 04 00 48 89 cd  | ........L...H.........H...E..H.. | 
| 17440 |  4a 63 04 a2 48 01 d0 ff e0 0f 1f 80 00 00 00 00    48 8b 46 18 48 89 44 24 38 48 8b 46 10 48 89 44  | Jc..H...........H.F.H.D$8H.F.H.D | 
| 17460 |  24 30 48 8b 46 08 4c 8b 7d 10 48 89 44 24 28 48    8b 06 48 89 44 24 20 49 83 fc 02 0f 84 2f 05 00  | $0H.F.L.}.H.D$(H..H.D$.I...../.. | 
| 17480 |  00 49 83 fc 02 0f 8f f5 00 00 00 4d 85 e4 0f 84    78 02 00 00 49 83 fc 01 0f 85 a8 00 00 00 48 8b  | .I.........M....x...I.........H. | 
| 174a0 |  15 c3 4f 09 00 4c 89 d6 48 89 ef 4c 89 14 24 e8    2c d5 ff ff 48 89 44 24 28 48 85 c0 0f 84 12 05  | ..O..L..H..L..$.,...H.D$(H...... | 
| 174c0 |  00 00 48 8b 55 10 4c 8b 14 24 49 83 ef 01 4c 8b    2d b3 53 09 00 48 85 d2 0f 8e be 03 00 00 31 db  | ..H.U.L..$I...L.-.S..H........1. | 
| 174e0 |  eb 16 66 0f 1f 44 00 00 48 8d 43 01 48 39 c2 0f    84 7b 02 00 00 48 89 c3 4c 3b 6c dd 18 75 e9 49  | ..f..D..H.C.H9...{...H..L;l..u.I | 
| 17500 |  8b 04 da 48 89 44 24 30 48 85 c0 0f 84 94 03 00    00 49 83 ef 01 4d 85 ff 7e 76 48 8b 15 bf 56 09  | ...H.D$0H........I...M..~vH...V. | 
| 17520 |  00 4c 89 d6 48 89 ef 4c 89 14 24 e8 b0 d4 ff ff    4c 8b 14 24 48 85 c0 0f 84 55 05 00 00 48 89 44  | .L..H..L..$.....L..$H....U...H.D | 
| 17540 |  24 38 49 83 ef 01 4d 85 ff 7e 45 48 8d 4c 24 20    48 8d 54 24 40 4d 89 e0 4c 89 d6 4c 8d 0d 21 3f  | $8I...M..~EH.L$.H.T$@M..L..L..!? | 
| 17560 |  04 00 48 89 ef e8 b6 d8 ff ff 85 c0 79 22 be 24    43 00 00 e9 21 01 00 00 0f 1f 84 00 00 00 00 00  | ..H.........y".$C...!........... | 
| 17580 |  49 83 fc 03 75 c0 4d 85 ff 7f 8f 0f 1f 44 00 00    4c 8b 4c 24 20 48 8b 4c 24 28 48 8b 54 24 30 4c  | I...u.M......D..L.L$.H.L$(H.T$0L | 
| 175a0 |  8b 54 24 38 49 8b ae e8 00 00 00 8b 45 00 83 c0    01 74 03 89 45 00 48 83 ec 08 ff 35 b8 39 09 00  | .T$8I.......E....t..E.H....5.9.. | 
| 175c0 |  49 8d 76 48 48 8d 3d b5 01 04 00 6a 01 41 b8 03    00 00 00 ff 35 b7 52 09 00 52 4c 89 d2 6a 02 ff  | I.vHH.=....j.A......5.R..RL..j.. | 
| 175e0 |  35 8b 4e 09 00 51 48 89 e9 6a 02 ff 35 8f 4e 09    00 ff 15 79 5a 09 00 48 83 c4 50 48 85 c0 0f 84  | 5.N..QH..j..5.N....yZ..H..PH.... | 
| 17600 |  3c 04 00 00 48 8b 55 00 85 d2 78 0e 48 83 ea 01    48 89 55 00 0f 84 2e 01 00 00 48 83 c4 78 5b 5d  | <...H.U...x.H...H.U.......H..x[] | 
| 17620 |  41 5c 41 5d 41 5e 41 5f c3 0f 1f 80 00 00 00 00    48 83 fa 03 0f 84 06 01 00 00 48 83 fa 04 0f 84  | A\A]A^A_........H.........H..... | 
| 17640 |  84 00 00 00 49 83 fc 03 48 8d 0d e0 3d 04 00 48    8d 05 e2 3d 04 00 41 0f 9d c0 48 0f 4d c8 45 0f  | ....I...H...=..H...=..A...H.M.E. | 
| 17660 |  b6 c0 49 83 c0 03 48 83 ec 08 48 8b 05 c7 38 09    00 48 8d 15 0b 3e 04 00 48 8d 35 81 1f 04 00 41  | ..I...H...H...8..H...>..H.5....A | 
| 17680 |  54 4c 8d 0d 28 42 04 00 48 8b 38 31 c0 e8 fe e0    fe ff 58 be 38 43 00 00 5a 48 8d 0d a9 3d 04 00  | TL..(B..H.81......X.8C..ZH...=.. | 
| 176a0 |  ba 1f 07 00 00 48 8d 3d 1c 20 04 00 e8 ff e3 ff    ff 48 83 c4 78 31 c0 5b 5d 41 5c 41 5d 41 5e 41  | .....H.=.........H..x1.[]A\A]A^A | 
| 176c0 |  5f c3 66 0f 1f 44 00 00 4c 8b 56 18 4c 89 54 24    38 48 8b 56 10 f3 0f 6f 06 48 8b 4e 08 4c 8b 0e  | _.f..D..L.V.L.T$8H.V...o.H.N.L.. | 
| 176e0 |  48 89 54 24 30 0f 29 44 24 20 e9 b5 fe ff ff 90    48 8b 06 4c 8b 79 10 48 89 44 24 20 e9 80 fd ff  | H.T$0.)D$.......H..L.y.H.D$..... | 
| 17700 |  ff 0f 1f 80 00 00 00 00 4c 8b 79 10 48 8b 15 65    4d 09 00 4c 89 d6 48 89 ef 4c 89 14 24 e8 be d2  | ........L.y.H..eM..L..H..L..$... | 
| 17720 |  ff ff 48 89 44 24 20 48 85 c0 0f 84 cc 03 00 00    4c 8b 14 24 49 83 ef 01 e9 61 fd ff ff 0f 1f 00  | ..H.D$.H........L..$I....a...... | 
| 17740 |  49 89 c2 eb 8c 0f 1f 00 48 89 ef 48 89 04 24 e8    7c da fe ff 48 8b 04 24 48 83 c4 78 5b 5d 41 5c  | I.......H..H..$.|...H..$H..x[]A\ | 
| 17760 |  41 5d 41 5e 41 5f c3 66 0f 1f 84 00 00 00 00 00    31 c9 4c 89 64 24 08 49 89 ec 48 89 dd 48 89 cb  | A]A^A_.f........1.L.d$.I..H..H.. | 
| 17780 |  49 8d 45 28 4c 89 14 24 49 8b 74 dc 18 48 89 44    24 10 49 39 f5 0f 84 fb 01 00 00 0f 1f 44 00 00  | I.E(L..$I.t..H.D$.I9.........D.. | 
| 177a0 |  48 8b 05 29 38 09 00 49 39 45 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 43 01 00 00 84 c0 0f  | H..)8..I9E....H9F........C...... | 
| 177c0 |  84 3b 01 00 00 49 8b 55 10 48 3b 56 10 0f 85 a5    01 00 00 48 8b 46 18 49 8b 7d 18 48 39 c7 41 0f  | .;...I.U.H;V.......H.F.I.}.H9.A. | 
| 177e0 |  95 c1 48 83 f8 ff 0f 95 c0 41 84 c1 74 0a 48 83    ff ff 0f 85 80 01 00 00 45 0f b6 55 20 44 0f b6  | ..H......A..t.H.........E..U.D.. | 
| 17800 |  4e 20 44 89 d0 44 89 cf c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 5a 01 00 00 41 f6  | N.D..D.....@.........@8...Z...A. | 
| 17820 |  c2 20 0f 85 9f 02 00 00 49 8b 7d 38 41 f6 c1 20    0f 85 7c 02 00 00 48 8b 76 38 44 0f b6 c8 41 83  | ........I.}8A.....|...H.v8D...A. | 
| 17840 |  f9 01 0f 84 92 02 00 00 41 83 f9 02 0f 84 d6 01    00 00 44 8b 0f 44 8b 16 45 39 ca 0f 85 17 01 00  | ........A.........D..D..E9...... | 
| 17860 |  00 48 83 fa 01 0f 84 2b 01 00 00 0f b6 c0 48 0f    af d0 e8 99 db fe ff 85 c0 0f 94 c0 0f b6 c0 0f  | .H.....+......H................. | 
| 17880 |  85 f3 00 00 00 4c 89 e5 4c 8b 14 24 4c 8b 64 24    08 48 89 d9 85 c0 0f 89 09 01 00 00 48 c7 44 24  | .....L..L..$L.d$.H..........H.D$ | 
| 178a0 |  30 00 00 00 00 e8 76 dc fe ff 48 85 c0 0f 85 82    01 00 00 48 83 ec 08 48 8b 05 7a 36 09 00 48 8d  | 0.....v...H........H...H..z6..H. | 
| 178c0 |  0d 6a 3b 04 00 48 8d 35 34 1d 04 00 6a 02 4c 8d    0d db 3f 04 00 41 b8 03 00 00 00 48 8d 15 a1 3b  | .j;..H.54...j.L...?..A.....H...; | 
| 178e0 |  04 00 48 8b 38 31 c0 e8 a4 de fe ff 59 5e be 18    43 00 00 e9 a1 fd ff ff 0f 1f 84 00 00 00 00 00  | ..H.81......Y^..C............... | 
| 17900 |  4c 3b 2d 71 36 09 00 75 04 84 c0 75 6b 48 3b 35    64 36 09 00 75 04 84 d2 75 5e 4c 89 ef ba 02 00  | L;-q6..u...ukH;5d6..u...u^L..... | 
| 17920 |  00 00 e8 f9 d8 fe ff 48 89 c7 48 85 c0 0f 84 69    ff ff ff 48 3b 05 46 36 09 00 0f 94 c0 48 3b 3d  | .......H..H....i...H;.F6.....H;= | 
| 17940 |  04 36 09 00 0f 94 c2 08 c2 75 09 48 3b 3d 26 36    09 00 75 6c 0f b6 c0 48 8b 17 85 d2 78 0d 48 83  | .6.......u.H;=&6..ul...H....x.H. | 
| 17960 |  ea 01 48 89 17 0f 84 15 01 00 00 85 c0 0f 85 12    ff ff ff 0f 1f 44 00 00 48 8d 43 01 48 39 dd 0f  | ..H..................D..H.C.H9.. | 
| 17980 |  84 17 ff ff ff 48 89 c3 49 8b 74 dc 18 49 39 f5    0f 85 0a fe ff ff 4c 89 e5 4c 8b 14 24 4c 8b 64  | .....H..I.t..I9.......L..L..$L.d | 
| 179a0 |  24 08 48 89 d9 49 8b 04 ca e9 55 fb ff ff 66 90    4c 89 fa e9 16 fb ff ff 0f 1f 84 00 00 00 00 00  | $.H..I....U...f.L............... | 
| 179c0 |  48 89 7c 24 18 e8 16 dc fe ff 48 8b 7c 24 18 e9    83 ff ff ff e8 47 db fe ff 48 85 c0 0f 85 3f 01  | H.|$......H.|$.......G...H....?. | 
| 179e0 |  00 00 48 83 ec 08 48 8b 05 4b 35 09 00 41 b8 03    00 00 00 48 8d 35 06 1c 04 00 6a 01 4c 8d 0d ad  | ..H...H..K5..A.....H.5....j.L... | 
| 17a00 |  3e 04 00 48 8d 0d 25 3a 04 00 48 8b 38 48 8d 15    6f 3a 04 00 31 c0 e8 75 dd fe ff 5f be 0e 43 00  | >..H..%:..H.8H..o:..1..u..._..C. | 
| 17a20 |  00 41 58 e9 71 fc ff ff 44 0f b7 0f 44 0f b7 16    e9 23 fe ff ff be 16 43 00 00 e9 5a fc ff ff 90  | .AX.q...D...D....#.....C...Z.... | 
| 17a40 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 91 00 00 00 48 8d 0d ec 39 04 00 ba 71 07  | H.U...x.H...H.U.......H...9...q. | 
| 17a60 |  00 00 be 6f 43 00 00 48 89 04 24 48 8d 3d 56 1c    04 00 e8 39 e0 ff ff 48 8b 04 24 e9 9a fb ff ff  | ...oC..H..$H.=V....9...H..$..... | 
| 17a80 |  89 44 24 18 e8 47 d7 fe ff 8b 44 24 18 e9 d9 fe    ff ff 4c 89 14 24 e8 85 da fe ff 4c 8b 14 24 48  | .D$..G....D$......L..$.....L..$H | 
| 17aa0 |  85 c0 0f 84 a3 fa ff ff be 1f 43 00 00 e9 e7 fb    ff ff 4c 8d 56 28 48 83 c6 38 41 83 e1 40 49 0f  | ..........C.......L.V(H..8A..@I. | 
| 17ac0 |  45 f2 e9 73 fd ff ff 49 8d 7d 38 41 83 e2 40 48    0f 45 7c 24 10 e9 52 fd ff ff 44 0f b6 0f 44 0f  | E..s...I.}8A..@H.E|$..R...D...D. | 
| 17ae0 |  b6 16 e9 71 fd ff ff 48 89 ef 48 89 04 24 e8 dd    d6 fe ff 48 8b 04 24 e9 5a ff ff ff e8 1f da fe  | ...q...H..H..$.....H..$.Z....... | 
| 17b00 |  ff 48 8d 0d 27 39 04 00 41 b8 03 00 00 00 48 85    c0 0f 84 4f fb ff ff be 04 43 00 00 e9 78 fb ff  | .H..'9..A.....H....O.....C...x.. | 
| 17b20 |  ff be 0c 43 00 00 e9 6e fb ff ff 0f 1f 44 00 00    41 57 48 8d 05 07 50 09 00 41 56 66 48 0f 6e c8  | ...C...n.....D..AWH...P..AVfH.n. | 
| 17b40 |  41 55 41 54 55 48 89 fd 48 8d 78 58 48 05 a0 00    00 00 53 66 48 0f 6e c7 48 89 d3 66 0f 6c c1 48  | AUATUH..H.xXH.....SfH.n.H..f.l.H | 
| 17b60 |  83 ec 58 4c 8b 2d 0e 34 09 00 48 89 44 24 40 48    8b 05 a2 52 09 00 48 c7 44 24 10 00 00 00 00 48  | ..XL.-.4..H.D$@H...R..H.D$.....H | 
| 17b80 |  c7 44 24 48 00 00 00 00 48 89 44 24 18 4c 89 6c    24 20 0f 29 44 24 30 48 85 c9 0f 84 18 01 00 00  | .D$H....H.D$.L.l$..)D$0H........ | 
| 17ba0 |  49 89 cc 4c 8d 34 d6 48 83 fa 02 0f 84 cf 02 00    00 0f 8f c1 00 00 00 48 85 d2 0f 84 50 01 00 00  | I..L.4.H...............H....P... | 
| 17bc0 |  48 83 fa 01 0f 85 0c 01 00 00 4c 8b 0e 4c 8b 79    10 4c 89 4c 24 10 4d 85 ff 0f 8f f1 01 00 00 48  | H.........L..L.y.L.L$.M........H | 
| 17be0 |  8b 44 24 18 4c 8b 54 24 20 4c 8b a5 e8 00 00 00    41 8b 14 24 83 c2 01 74 04 41 89 14 24 48 83 ec  | .D$.L.T$.L......A..$...t.A..$H.. | 
| 17c00 |  08 48 8d 75 48 4c 89 e1 4c 89 d2 41 55 48 8d 3d    dc f5 03 00 41 b8 02 00 00 00 6a 00 ff 35 2e 46  | .H.uHL..L..AUH.=....A.....j..5.F | 
| 17c20 |  09 00 ff 35 e8 51 09 00 6a 01 ff 35 18 4f 09 00    50 6a 01 ff 35 67 4f 09 00 ff 15 31 54 09 00 48  | ...5.Q..j..5.O..Pj..5gO....1T..H | 
| 17c40 |  83 c4 50 48 85 c0 0f 84 a4 02 00 00 49 8b 14 24    85 d2 78 0e 48 83 ea 01 49 89 14 24 0f 84 f6 01  | ..PH........I..$..x.H...I..$.... | 
| 17c60 |  00 00 48 83 c4 58 5b 5d 41 5c 41 5d 41 5e 41 5f    c3 0f 1f 80 00 00 00 00 48 83 fa 03 0f 85 de 00  | ..H..X[]A\A]A^A_........H....... | 
| 17c80 |  00 00 48 8b 46 10 4c 8b 0e 4c 8b 79 10 48 89 44    24 20 48 8b 46 08 4c 89 4c 24 10 48 89 44 24 18  | ..H.F.L..L.y.H.D$.H.F.L.L$.H.D$. | 
| 17ca0 |  4d 85 ff 0f 8f 0f 02 00 00 4c 8b 4c 24 10 e9 2c    ff ff ff 0f 1f 44 00 00 48 83 fa 02 0f 84 ee 01  | M........L.L$..,.....D..H....... | 
| 17cc0 |  00 00 48 83 fa 03 0f 84 74 01 00 00 48 83 fa 01    0f 84 5a 01 00 00 48 85 db 48 8d 05 58 37 04 00  | ..H.....t...H.....Z...H..H..X7.. | 
| 17ce0 |  48 8d 0d 48 37 04 00 41 0f 9f c0 48 0f 4f c8 4c    8d 0d 38 37 04 00 45 0f b6 c0 48 8d 05 af 3b 04  | H..H7..A...H.O.L..87..E...H...;. | 
| 17d00 |  00 4c 0f 4f c8 4f 8d 44 00 01 eb 68 0f 1f 40 00    48 8b 15 81 4e 09 00 4c 8b 79 10 4c 89 f6 48 89  | .L.O.O.D...h..@.H...N..L.y.L..H. | 
| 17d20 |  cf e8 ba cc ff ff 49 83 ef 01 48 89 44 24 10 49    89 c1 48 85 c0 0f 85 9b fe ff ff e8 e0 d7 fe ff  | ......I...H.D$.I..H............. | 
| 17d40 |  48 8d 0d e8 36 04 00 41 b8 01 00 00 00 4c 8d 0d    da 36 04 00 48 85 c0 74 1b be 87 41 00 00 eb 3f  | H...6..A.....L...6..H..t...A...? | 
| 17d60 |  48 8d 0d d1 36 04 00 41 b8 03 00 00 00 4c 8d 0d    3c 3b 04 00 48 83 ec 08 48 8b 05 b9 31 09 00 48  | H...6..A.....L..<;..H...H...1..H | 
| 17d80 |  8d 15 c6 37 04 00 48 8d 35 73 18 04 00 53 48 8b    38 31 c0 e8 f8 d9 fe ff 58 be ad 41 00 00 5a 48  | ...7..H.5s...SH.81......X..A..ZH | 
| 17da0 |  8d 0d a3 36 04 00 ba 6d 06 00 00 48 8d 3d 46 19    04 00 e8 f9 dc ff ff 48 83 c4 58 31 c0 5b 5d 41  | ...6...m...H.=F........H..X1.[]A | 
| 17dc0 |  5c 41 5d 41 5e 41 5f c3 0f 1f 84 00 00 00 00 00    48 8b 15 69 4d 09 00 4c 89 f6 4c 89 e7 e8 fe cb  | \A]A^A_.........H..iM..L..L..... | 
| 17de0 |  ff ff 48 85 c0 0f 84 75 01 00 00 48 89 44 24 18    49 83 ef 01 4d 85 ff 0f 8e a3 00 00 00 48 8b 15  | ..H....u...H.D$.I...M........H.. | 
| 17e00 |  dc 4d 09 00 4c 89 f6 4c 89 e7 e8 d1 cb ff ff 48    85 c0 0f 84 28 01 00 00 48 89 44 24 20 49 83 ef  | .M..L..L.......H....(...H.D$.I.. | 
| 17e20 |  01 e9 7a fe ff ff 66 2e 0f 1f 84 00 00 00 00 00    4d 89 ea 4c 8b 0e 4c 89 4c 24 10 e9 a9 fd ff ff  | ..z...f.........M..L..L.L$...... | 
| 17e40 |  4c 8b 56 10 4c 89 54 24 20 48 8b 46 08 48 89 44    24 18 eb df 0f 1f 40 00 4c 89 e7 48 89 44 24 08  | L.V.L.T$.H.F.H.D$.....@.L..H.D$. | 
| 17e60 |  e8 6b d3 fe ff 48 8b 44 24 08 48 83 c4 58 5b 5d    41 5c 41 5d 41 5e 41 5f c3 0f 1f 80 00 00 00 00  | .k...H.D$.H..X[]A\A]A^A_........ | 
| 17e80 |  48 8b 46 08 48 8b 16 4c 8b 79 10 48 89 44 24 18    48 89 54 24 10 e9 5a ff ff ff 66 0f 1f 44 00 00  | H.F.H..L.y.H.D$.H.T$..Z...f..D.. | 
| 17ea0 |  4c 8b 4c 24 10 4c 8b 54 24 20 e9 3a fd ff ff 90    4d 89 ea eb 94 0f 1f 00 48 8d 4c 24 10 48 8d 54  | L.L$.L.T$..:....M.......H.L$.H.T | 
| 17ec0 |  24 30 49 89 d8 4c 89 f6 4c 8d 0d 7d 36 04 00 4c    89 e7 e8 49 cf ff ff 85 c0 0f 89 ca fd ff ff be  | $0I..L..L..}6..L...I............ | 
| 17ee0 |  9a 41 00 00 e9 b6 fe ff ff 0f 1f 80 00 00 00 00    49 8b 14 24 85 d2 78 1c 48 83 ea 01 49 89 14 24  | .A..............I..$..x.H...I..$ | 
| 17f00 |  75 12 4c 89 e7 48 89 44 24 08 e8 c1 d2 fe ff 48    8b 44 24 08 ba bc 06 00 00 48 8d 0d 29 35 04 00  | u.L..H.D$......H.D$......H..)5.. | 
| 17f20 |  be e4 41 00 00 48 89 44 24 08 48 8d 3d c7 17 04    00 e8 7a db ff ff 48 8b 44 24 08 e9 22 fd ff ff  | ..A..H.D$.H.=.....z...H.D$.."... | 
| 17f40 |  e8 db d5 fe ff 48 85 c0 0f 84 6a ff ff ff be 95    41 00 00 e9 47 fe ff ff 0f 1f 84 00 00 00 00 00  | .....H....j.....A...G........... | 
| 17f60 |  e8 bb d5 fe ff 48 85 c0 0f 84 8f fe ff ff be 8e    41 00 00 e9 27 fe ff ff 0f 1f 84 00 00 00 00 00  | .....H..........A...'........... | 
| 17f80 |  41 57 48 8d 05 57 4c 09 00 41 56 41 55 41 54 49    89 fc 55 53 48 89 d3 48 83 ec 38 48 8b 2d d6 2f  | AWH..WL..AVAUATI..USH..H..8H.-./ | 
| 17fa0 |  09 00 48 89 44 24 20 48 c7 44 24 28 00 00 00 00    48 89 6c 24 18 48 85 c9 0f 84 ba 00 00 00 49 89  | ..H.D$.H.D$(....H.l$.H........I. | 
| 17fc0 |  cd 4c 8d 34 d6 48 85 d2 0f 84 4a 01 00 00 48 83    fa 01 0f 85 b3 00 00 00 48 8b 16 48 8b 41 10 48  | .L.4.H....J...H.........H..H.A.H | 
| 17fe0 |  89 54 24 18 48 85 c0 0f 8f 83 01 00 00 4d 8b ac    24 e8 00 00 00 41 8b 45 00 83 c0 01 74 04 41 89  | .T$.H........M..$....A.E....t.A. | 
| 18000 |  45 00 48 83 ec 08 49 8d 74 24 48 49 89 e9 45 31    c0 55 48 8d 3d 07 f1 03 00 4c 89 e9 6a 00 55 55  | E.H...I.t$HI..E1.UH.=....L..j.UU | 
| 18020 |  6a 00 55 55 6a 00 55 ff 15 43 50 09 00 48 83 c4    50 48 85 c0 0f 84 76 01 00 00 49 8b 55 00 85 d2  | j.UUj.U..CP..H..PH....v...I.U... | 
| 18040 |  0f 88 bf 00 00 00 48 83 ea 01 49 89 55 00 0f 85    b1 00 00 00 4c 89 ef 48 89 44 24 08 e8 6f d1 fe  | ......H...I.U.......L..H.D$..o.. | 
| 18060 |  ff 48 8b 44 24 08 48 83 c4 38 5b 5d 41 5c 41 5d    41 5e 41 5f c3 0f 1f 00 48 85 d2 0f 84 a0 00 00  | .H.D$.H..8[]A\A]A^A_....H....... | 
| 18080 |  00 48 83 fa 01 0f 84 a5 00 00 00 48 85 db 48 8d    05 a3 33 04 00 48 8d 0d 93 33 04 00 48 0f 49 c8  | .H.........H..H...3..H...3..H.I. | 
| 180a0 |  48 89 d8 48 8d 15 84 33 04 00 48 c1 f8 3f 4c 8d    0d fb 37 04 00 48 85 db 4c 0f 49 ca 4c 8d 40 01  | H..H...3..H..?L...7..H..L.I.L.@. | 
| 180c0 |  48 83 ec 08 48 8b 05 6d 2e 09 00 53 48 8d 15 bd    33 04 00 48 8d 35 26 15 04 00 48 8b 38 31 c0 e8  | H...H..m...SH...3..H.5&...H.81.. | 
| 180e0 |  ac d6 fe ff 58 be 83 3f 00 00 5a 48 8d 0d 57 33    04 00 ba 69 05 00 00 48 8d 3d 22 16 04 00 e8 ad  | ....X..?..ZH..W3...i...H.="..... | 
| 18100 |  d9 ff ff 31 c0 48 83 c4 38 5b 5d 41 5c 41 5d 41    5e 41 5f c3 0f 1f 40 00 4c 8b 79 10 4d 85 ff 7f  | ...1.H..8[]A\A]A^A_...@.L.y.M... | 
| 18120 |  1f 48 89 ea e9 c4 fe ff ff 0f 1f 80 00 00 00 00    48 8b 16 48 89 54 24 18 e9 b0 fe ff ff 0f 1f 00  | .H..............H..H.T$......... | 
| 18140 |  48 8b 15 99 4a 09 00 4c 89 f6 4c 89 ef e8 8e c8    ff ff 48 89 c2 48 85 c0 0f 84 92 00 00 00 48 89  | H...J..L..L.......H..H........H. | 
| 18160 |  44 24 18 49 8d 47 ff e9 78 fe ff ff 0f 1f 40 00    48 8d 54 24 20 48 8d 4c 24 18 49 89 d8 4c 89 f6  | D$.I.G..x.....@.H.T$.H.L$.I..L.. | 
| 18180 |  4c 8d 0d 09 33 04 00 4c 89 ef e8 91 cc ff ff 48    8b 54 24 18 85 c0 0f 89 51 fe ff ff be 75 3f 00  | L...3..L.......H.T$.....Q....u?. | 
| 181a0 |  00 e9 45 ff ff ff 66 2e 0f 1f 84 00 00 00 00 00    49 8b 55 00 85 d2 78 0a 48 83 ea 01 49 89 55 00  | ..E...f.........I.U...x.H...I.U. | 
| 181c0 |  74 4e ba a8 05 00 00 48 8d 0d 7b 32 04 00 be ba    3f 00 00 48 89 44 24 08 48 8d 3d 41 15 04 00 e8  | tN.....H..{2....?..H.D$.H.=A.... | 
| 181e0 |  cc d8 ff ff 48 8b 44 24 08 e9 17 ff ff ff 66 90    e8 2b d3 fe ff 48 85 c0 0f 84 72 ff ff ff be 70  | ....H.D$......f..+...H....r....p | 
| 18200 |  3f 00 00 e9 e3 fe ff ff 0f 1f 84 00 00 00 00 00    4c 89 ef 48 89 44 24 08 e8 b3 cf fe ff 48 8b 44  | ?...............L..H.D$......H.D | 
| 18220 |  24 08 eb 9e 66 66 2e 0f 1f 84 00 00 00 00 00 90    41 57 48 8d 05 a7 49 09 00 41 56 41 55 41 54 49  | $...ff..........AWH...I..AVAUATI | 
| 18240 |  89 fc 55 53 48 89 d3 48 83 ec 38 48 8b 2d 26 2d    09 00 48 89 44 24 20 48 c7 44 24 28 00 00 00 00  | ..USH..H..8H.-&-..H.D$.H.D$(.... | 
| 18260 |  48 89 6c 24 18 48 85 c9 0f 84 ba 00 00 00 49 89    cd 4c 8d 34 d6 48 85 d2 0f 84 4a 01 00 00 48 83  | H.l$.H........I..L.4.H....J...H. | 
| 18280 |  fa 01 0f 85 b3 00 00 00 48 8b 16 48 8b 41 10 48    89 54 24 18 48 85 c0 0f 8f 83 01 00 00 4d 8b ac  | ........H..H.A.H.T$.H........M.. | 
| 182a0 |  24 e8 00 00 00 41 8b 45 00 83 c0 01 74 04 41 89    45 00 48 83 ec 08 49 8d 74 24 48 49 89 e9 45 31  | $....A.E....t.A.E.H...I.t$HI..E1 | 
| 182c0 |  c0 55 48 8d 3d 87 ee 03 00 4c 89 e9 6a 00 55 55    6a 00 55 55 6a 00 55 ff 15 93 4d 09 00 48 83 c4  | .UH.=....L..j.UUj.UUj.U...M..H.. | 
| 182e0 |  50 48 85 c0 0f 84 76 01 00 00 49 8b 55 00 85 d2    0f 88 bf 00 00 00 48 83 ea 01 49 89 55 00 0f 85  | PH....v...I.U.........H...I.U... | 
| 18300 |  b1 00 00 00 4c 89 ef 48 89 44 24 08 e8 bf ce fe    ff 48 8b 44 24 08 48 83 c4 38 5b 5d 41 5c 41 5d  | ....L..H.D$......H.D$.H..8[]A\A] | 
| 18320 |  41 5e 41 5f c3 0f 1f 00 48 85 d2 0f 84 a0 00 00    00 48 83 fa 01 0f 84 a5 00 00 00 48 85 db 48 8d  | A^A_....H........H.........H..H. | 
| 18340 |  05 f3 30 04 00 48 8d 0d e3 30 04 00 48 0f 49 c8    48 89 d8 48 8d 15 d4 30 04 00 48 c1 f8 3f 4c 8d  | ..0..H...0..H.I.H..H...0..H..?L. | 
| 18360 |  0d 4b 35 04 00 48 85 db 4c 0f 49 ca 4c 8d 40 01    48 83 ec 08 48 8b 05 bd 2b 09 00 53 48 8d 15 1d  | .K5..H..L.I.L.@.H...H...+..SH... | 
| 18380 |  31 04 00 48 8d 35 76 12 04 00 48 8b 38 31 c0 e8    fc d3 fe ff 58 be 59 2a 00 00 5a 48 8d 0d a7 30  | 1..H.5v...H.81......X.Y*..ZH...0 | 
| 183a0 |  04 00 ba 41 02 00 00 48 8d 3d a2 13 04 00 e8 fd    d6 ff ff 31 c0 48 83 c4 38 5b 5d 41 5c 41 5d 41  | ...A...H.=.........1.H..8[]A\A]A | 
| 183c0 |  5e 41 5f c3 0f 1f 40 00 4c 8b 79 10 4d 85 ff 7f    1f 48 89 ea e9 c4 fe ff ff 0f 1f 80 00 00 00 00  | ^A_...@.L.y.M....H.............. | 
| 183e0 |  48 8b 16 48 89 54 24 18 e9 b0 fe ff ff 0f 1f 00    48 8b 15 e9 47 09 00 4c 89 f6 4c 89 ef e8 de c5  | H..H.T$.........H...G..L..L..... | 
| 18400 |  ff ff 48 89 c2 48 85 c0 0f 84 92 00 00 00 48 89    44 24 18 49 8d 47 ff e9 78 fe ff ff 0f 1f 40 00  | ..H..H........H.D$.I.G..x.....@. | 
| 18420 |  48 8d 54 24 20 48 8d 4c 24 18 49 89 d8 4c 89 f6    4c 8d 0d 69 30 04 00 4c 89 ef e8 e1 c9 ff ff 48  | H.T$.H.L$.I..L..L..i0..L.......H | 
| 18440 |  8b 54 24 18 85 c0 0f 89 51 fe ff ff be 4b 2a 00    00 e9 45 ff ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .T$.....Q....K*...E...f......... | 
| 18460 |  49 8b 55 00 85 d2 78 0a 48 83 ea 01 49 89 55 00    74 4e ba 67 02 00 00 48 8d 0d cb 2f 04 00 be 90  | I.U...x.H...I.U.tN.g...H.../.... | 
| 18480 |  2a 00 00 48 89 44 24 08 48 8d 3d c1 12 04 00 e8    1c d6 ff ff 48 8b 44 24 08 e9 17 ff ff ff 66 90  | *..H.D$.H.=.........H.D$......f. | 
| 184a0 |  e8 7b d0 fe ff 48 85 c0 0f 84 72 ff ff ff be 46    2a 00 00 e9 e3 fe ff ff 0f 1f 84 00 00 00 00 00  | .{...H....r....F*............... | 
| 184c0 |  4c 89 ef 48 89 44 24 08 e8 03 cd fe ff 48 8b 44    24 08 eb 9e 66 66 2e 0f 1f 84 00 00 00 00 00 90  | L..H.D$......H.D$...ff.......... | 
| 184e0 |  41 57 48 8d 05 57 46 09 00 41 56 41 55 41 54 55    48 89 fd 53 48 89 d3 48 83 ec 48 4c 8b 0d 16 49  | AWH..WF..AVAUATUH..SH..H..HL...I | 
| 18500 |  09 00 4c 8b 2d 6f 2a 09 00 48 89 44 24 20 48 05    a0 00 00 00 48 89 44 24 28 48 c7 44 24 30 00 00  | ..L.-o*..H.D$.H.....H.D$(H.D$0.. | 
| 18520 |  00 00 4c 89 4c 24 10 4c 89 6c 24 18 48 85 c9 0f    84 ab 00 00 00 49 89 cc 4c 8d 34 d6 48 83 fa 01  | ..L.L$.L.l$.H........I..L.4.H... | 
| 18540 |  0f 84 0a 02 00 00 48 83 fa 02 0f 84 50 01 00 00    48 85 d2 0f 84 6f 01 00 00 48 85 db 48 8d 05 d5  | ......H.....P...H....o...H..H... | 
| 18560 |  2e 04 00 49 89 d8 48 8d 0d c2 2e 04 00 48 8d 15    35 2f 04 00 48 0f 49 c8 48 83 ec 08 48 8b 05 b5  | ...I..H......H..5/..H.I.H...H... | 
| 18580 |  29 09 00 49 c1 f8 3f 53 49 f7 d0 48 8d 35 6e 10    04 00 48 8b 38 4c 8d 0d 14 33 04 00 41 83 e0 02  | )..I..?SI..H.5n...H.8L...3..A... | 
| 185a0 |  31 c0 e8 e9 d1 fe ff 58 be b7 29 00 00 5a 48 8d    0d 94 2e 04 00 ba f4 01 00 00 48 8d 3d c7 11 04  | 1......X..)..ZH...........H.=... | 
| 185c0 |  00 e8 ea d4 ff ff 31 c0 48 83 c4 48 5b 5d 41 5c    41 5d 41 5e 41 5f c3 66 0f 1f 84 00 00 00 00 00  | ......1.H..H[]A\A]A^A_.f........ | 
| 185e0 |  48 83 fa 01 0f 84 86 01 00 00 48 83 fa 02 0f 84    3c 01 00 00 48 85 d2 0f 85 5c ff ff ff 4d 89 ea  | H.........H.....<...H....\...M.. | 
| 18600 |  4c 8b a5 e8 00 00 00 41 8b 04 24 83 c0 01 74 04    41 89 04 24 48 8b 15 35 3c 09 00 48 83 ec 08 48  | L......A..$...t.A..$H..5<..H...H | 
| 18620 |  8d 75 48 48 8b 05 e6 47 09 00 41 55 48 8d 3d cd    fd 03 00 41 b8 01 00 00 00 4c 89 e1 6a 00 52 50  | .uHH...G..AUH.=....A.....L..j.RP | 
| 18640 |  6a 00 52 4c 89 d2 50 6a 01 ff 35 f9 44 09 00 ff    15 1b 4a 09 00 48 83 c4 50 48 85 c0 0f 84 46 01  | j.RL..Pj..5.D.....J..H..PH....F. | 
| 18660 |  00 00 49 8b 14 24 85 d2 0f 88 5a ff ff ff 48 83    ea 01 49 89 14 24 0f 85 4c ff ff ff 4c 89 e7 48  | ..I..$....Z...H...I..$..L...L..H | 
| 18680 |  89 44 24 08 e8 47 cb fe ff 48 8b 44 24 08 48 83    c4 48 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 00  | .D$..G...H.D$.H..H[]A\A]A^A_.... | 
| 186a0 |  f3 0f 6f 06 4c 8b 56 08 4c 8b 79 10 0f 29 44 24    10 4d 85 ff 0f 8f be 00 00 00 4c 8b 4c 24 10 e9  | ..o.L.V.L.y..)D$.M........L.L$.. | 
| 186c0 |  3c ff ff ff 0f 1f 40 00 4c 8b 79 10 4d 85 ff 0f    8e 28 ff ff ff 48 8b 15 64 44 09 00 4c 89 f6 4c  | <.....@.L.y.M....(...H..dD..L..L | 
| 186e0 |  89 e7 e8 f9 c2 ff ff 49 89 c1 48 85 c0 0f 84 2d    01 00 00 49 83 ef 01 48 89 44 24 10 4d 85 ff 7e  | .......I..H....-...I...H.D$.M..~ | 
| 18700 |  60 48 8b 15 d8 44 09 00 4c 89 f6 4c 89 e7 e8 cd    c2 ff ff 49 89 c2 48 85 c0 0f 84 e9 00 00 00 48  | `H...D..L..L.......I..H........H | 
| 18720 |  89 44 24 18 49 83 ef 01 eb 87 66 0f 1f 44 00 00    4c 8b 56 08 4c 89 54 24 18 4c 8b 0e 4c 89 4c 24  | .D$.I.....f..D..L.V.L.T$.L..L.L$ | 
| 18740 |  10 e9 ba fe ff ff 66 2e 0f 1f 84 00 00 00 00 00    4c 8b 0e 4c 8b 79 10 4c 89 4c 24 10 4d 85 ff 7f  | ......f.........L..L.y.L.L$.M... | 
| 18760 |  a0 4c 8b 54 24 18 e9 95 fe ff ff 0f 1f 44 00 00    4d 89 ea eb c4 0f 1f 00 48 8d 4c 24 10 48 8d 54  | .L.T$........D..M.......H.L$.H.T | 
| 18780 |  24 20 49 89 d8 4c 89 f6 4c 8d 0d 1a 2d 04 00 4c    89 e7 e8 89 c6 ff ff 85 c0 78 5d 4c 8b 4c 24 10  | $.I..L..L...-..L.........x]L.L$. | 
| 187a0 |  eb bf 66 0f 1f 44 00 00 49 8b 14 24 85 d2 78 1c    48 83 ea 01 49 89 14 24 75 12 4c 89 e7 48 89 44  | ..f..D..I..$..x.H...I..$u.L..H.D | 
| 187c0 |  24 08 e8 09 ca fe ff 48 8b 44 24 08 ba 3b 02 00    00 48 8d 0d 71 2c 04 00 be ee 29 00 00 48 89 44  | $......H.D$..;...H..q,....)..H.D | 
| 187e0 |  24 08 48 8d 3d 9f 0f 04 00 e8 c2 d2 ff ff 48 8b    44 24 08 e9 d0 fd ff ff be a6 29 00 00 e9 ac fd  | $.H.=.........H.D$........)..... | 
| 18800 |  ff ff 66 0f 1f 44 00 00 e8 13 cd fe ff 48 85 c0    0f 84 62 ff ff ff be a1 29 00 00 e9 8e fd ff ff  | ..f..D.......H....b.....)....... | 
| 18820 |  e8 fb cc fe ff 48 85 c0 0f 84 d3 fe ff ff be 9a    29 00 00 e9 76 fd ff ff 0f 1f 84 00 00 00 00 00  | .....H..........)...v........... | 
| 18840 |  41 57 48 8d 05 97 43 09 00 41 56 41 55 41 54 49    89 fc 55 53 48 89 d3 48 83 ec 28 48 89 44 24 10  | AWH...C..AVAUATI..USH..H..(H.D$. | 
| 18860 |  48 8b 05 11 27 09 00 48 c7 44 24 18 00 00 00 00    48 89 44 24 08 48 85 c9 0f 84 12 01 00 00 48 89  | H...'..H.D$.....H.D$.H........H. | 
| 18880 |  cd 4c 8d 3c d6 48 85 d2 0f 84 a2 01 00 00 48 83    fa 01 0f 85 0b 01 00 00 4c 8b 2e 48 8b 41 10 4c  | .L.<.H........H.........L..H.A.L | 
| 188a0 |  89 6c 24 08 48 85 c0 0f 8f db 02 00 00 49 8b 44    24 08 48 8b 35 d7 41 09 00 4c 89 e7 48 8b 80 90  | .l$.H........I.D$.H.5.A..L..H... | 
| 188c0 |  00 00 00 48 85 c0 0f 84 64 02 00 00 ff d0 48 89    c5 48 85 ed 0f 84 46 02 00 00 e8 61 cd fe ff 49  | ...H....d.....H..H....F....a...I | 
| 188e0 |  89 c6 48 85 c0 0f 84 55 02 00 00 48 8b 35 ee 42    09 00 4c 89 ea 48 89 c7 e8 03 ce fe ff 85 c0 0f  | ..H....U...H.5.B..L..H.......... | 
| 18900 |  88 93 01 00 00 48 8b 45 08 4c 8b 25 48 36 09 00    48 8b 98 80 00 00 00 48 85 db 0f 84 d0 01 00 00  | .....H.E.L.%H6..H......H........ | 
| 18920 |  48 8d 3d 31 07 04 00 e8 d4 c7 fe ff 85 c0 0f 85    dc 01 00 00 4c 89 e6 4c 89 f2 48 89 ef ff d3 49  | H.=1................L..L..H....I | 
| 18940 |  89 c4 e8 29 cc fe ff 4d 85 e4 0f 84 70 02 00 00    48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00  | ...)...M....p...H.E...x.H...H.E. | 
| 18960 |  0f 84 22 01 00 00 49 8b 06 85 c0 0f 88 ad 00 00    00 48 83 e8 01 49 89 06 0f 85 a0 00 00 00 4c 89  | .."...I..........H...I........L. | 
| 18980 |  f7 e8 4a c8 fe ff e9 93 00 00 00 0f 1f 44 00 00    48 85 d2 0f 84 a0 00 00 00 48 83 fa 01 0f 84 a5  | ..J..........D..H........H...... | 
| 189a0 |  00 00 00 48 85 db 48 8d 05 8b 2a 04 00 48 8d 0d    7b 2a 04 00 48 0f 49 c8 48 89 d8 48 8d 15 6c 2a  | ...H..H...*..H..{*..H.I.H..H..l* | 
| 189c0 |  04 00 48 c1 f8 3f 4c 8d 0d e3 2e 04 00 48 85 db    4c 0f 49 ca 4c 8d 40 01 48 83 ec 08 48 8b 05 55  | ..H..?L......H..L.I.L.@.H...H..U | 
| 189e0 |  25 09 00 53 48 8d 15 ca 2a 04 00 48 8d 35 0e 0c    04 00 48 8b 38 31 c0 e8 94 cd fe ff 58 be 4b 28  | %..SH...*..H.5....H.81......X.K( | 
| 18a00 |  00 00 5a 48 8d 0d 3f 2a 04 00 ba b7 01 00 00 48    8d 3d a2 0d 04 00 45 31 e4 e8 92 d0 ff ff 48 83  | ..ZH..?*.......H.=....E1......H. | 
| 18a20 |  c4 28 4c 89 e0 5b 5d 41 5c 41 5d 41 5e 41 5f c3    4c 8b 71 10 4d 85 f6 7f 1f 49 89 c5 e9 6c fe ff  | .(L..[]A\A]A^A_.L.q.M....I...l.. | 
| 18a40 |  ff 0f 1f 80 00 00 00 00 4c 8b 2e 4c 89 6c 24 08    e9 58 fe ff ff 0f 1f 00 48 8b 15 81 41 09 00 4c  | ........L..L.l$..X......H...A..L | 
| 18a60 |  89 fe 48 89 ef e8 76 bf ff ff 49 89 c5 48 85 c0    0f 84 8a 01 00 00 48 89 44 24 08 49 8d 46 ff e9  | ..H...v...I..H........H.D$.I.F.. | 
| 18a80 |  20 fe ff ff 0f 1f 40 00 48 89 ef e8 40 c7 fe ff    e9 d1 fe ff ff 0f 1f 00 41 bc 7d 28 00 00 48 8b  | ......@.H...@...........A.}(..H. | 
| 18aa0 |  45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84    35 01 00 00 49 8b 06 85 c0 78 0d 48 83 e8 01 49  | E...x.H...H.E...5...I....x.H...I | 
| 18ac0 |  89 06 0f 84 b0 00 00 00 44 89 e6 ba be 01 00 00    45 31 e4 48 8d 0d 6f 29 04 00 48 8d 3d d7 0c 04  | ........D.......E1.H..o)..H.=... | 
| 18ae0 |  00 e8 ca cf ff ff e9 33 ff ff ff 0f 1f 44 00 00    4c 89 e6 4c 89 f2 48 89 ef e8 52 cc fe ff 49 89  | .......3.....D..L..L..H...R...I. | 
| 18b00 |  c4 48 85 c0 0f 85 46 fe ff ff 66 0f 1f 44 00 00    41 bc 7e 28 00 00 eb 86 0f 1f 84 00 00 00 00 00  | .H....F...f..D..A.~(............ | 
| 18b20 |  41 bc 79 28 00 00 eb a0 0f 1f 84 00 00 00 00 00    e8 cb cc fe ff 48 89 c5 e9 94 fd ff ff 0f 1f 00  | A.y(.................H.......... | 
| 18b40 |  48 8b 45 00 85 c0 78 20 48 83 e8 01 48 89 45 00    75 16 48 89 ef 41 bc 7b 28 00 00 e8 70 c6 fe ff  | H.E...x.H...H.E.u.H..A.{(...p... | 
| 18b60 |  e9 63 ff ff ff 0f 1f 00 41 bc 7b 28 00 00 e9 55    ff ff ff 0f 1f 44 00 00 4c 89 f7 e8 50 c6 fe ff  | .c......A.{(...U.....D..L...P... | 
| 18b80 |  e9 43 ff ff ff 0f 1f 00 48 8d 4c 24 08 48 8d 54    24 10 49 89 d8 4c 89 fe 4c 8d 0d 16 29 04 00 48  | .C......H.L$.H.T$.I..L..L...)..H | 
| 18ba0 |  89 ef e8 79 c2 ff ff 4c 8b 6c 24 08 85 c0 0f 89    f9 fc ff ff be 3d 28 00 00 e9 45 fe ff ff 66 90  | ...y...L.l$..........=(...E...f. | 
| 18bc0 |  e8 5b c9 fe ff 48 85 c0 0f 85 42 ff ff ff 48 8b    05 1b 23 09 00 48 8d 35 9c 04 04 00 48 8b 38 e8  | .[...H....B...H...#..H.5....H.8. | 
| 18be0 |  9c c6 fe ff e9 27 ff ff ff 48 89 ef e8 df c5 fe    ff e9 be fe ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .....'...H............f......... | 
| 18c00 |  e8 1b c9 fe ff 48 85 c0 0f 84 7a ff ff ff be 38    28 00 00 e9 eb fd ff ff 0f 1f 84 00 00 00 00 00  | .....H....z....8(............... | 
| 18c20 |  41 57 48 8d 05 b7 3f 09 00 41 56 41 55 41 54 55    48 89 fd 53 48 89 d3 48 83 ec 38 4c 8b 2d 36 23  | AWH...?..AVAUATUH..SH..H..8L.-6# | 
| 18c40 |  09 00 48 89 44 24 20 48 c7 44 24 28 00 00 00 00    4c 89 6c 24 18 48 85 c9 0f 84 a2 00 00 00 49 89  | ..H.D$.H.D$(....L.l$.H........I. | 
| 18c60 |  cc 4c 8d 34 d6 48 85 d2 0f 84 32 01 00 00 48 83    fa 01 0f 85 9b 00 00 00 48 8b 16 48 8b 41 10 48  | .L.4.H....2...H.........H..H.A.H | 
| 18c80 |  89 54 24 18 48 85 c0 0f 8f 6b 01 00 00 4c 8b a5    e8 00 00 00 41 8b 04 24 83 c0 01 74 04 41 89 04  | .T$.H....k...L......A..$...t.A.. | 
| 18ca0 |  24 48 8d 3d 88 8f 03 00 48 8d 75 20 4d 89 e8 4c    89 e1 ff 15 c8 43 09 00 48 85 c0 0f 84 6f 01 00  | $H.=....H.u.M..L.....C..H....o.. | 
| 18cc0 |  00 49 8b 14 24 85 d2 0f 88 c0 00 00 00 48 83 ea    01 49 89 14 24 0f 85 b2 00 00 00 4c 89 e7 48 89  | .I..$........H...I..$......L..H. | 
| 18ce0 |  44 24 08 e8 e8 c4 fe ff 48 8b 44 24 08 48 83 c4    38 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 40 00  | D$......H.D$.H..8[]A\A]A^A_...@. | 
| 18d00 |  48 85 d2 0f 84 a0 00 00 00 48 83 fa 01 0f 84 a5    00 00 00 48 85 db 48 8d 05 1b 27 04 00 48 8d 0d  | H........H.........H..H...'..H.. | 
| 18d20 |  0b 27 04 00 48 0f 49 c8 48 89 d8 48 8d 15 fc 26    04 00 48 c1 f8 3f 4c 8d 0d 73 2b 04 00 48 85 db  | .'..H.I.H..H...&..H..?L..s+..H.. | 
| 18d40 |  4c 0f 49 ca 4c 8d 40 01 48 83 ec 08 48 8b 05 e5    21 09 00 53 48 8d 15 61 27 04 00 48 8d 35 9e 08  | L.I.L.@.H...H...!..SH..a'..H.5.. | 
| 18d60 |  04 00 48 8b 38 31 c0 e8 24 ca fe ff 58 be b1 27    00 00 5a 48 8d 0d cf 26 04 00 ba 81 01 00 00 48  | ..H.81..$...X..'..ZH...&.......H | 
| 18d80 |  8d 3d 5a 0a 04 00 e8 25 cd ff ff 31 c0 48 83 c4    38 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 40 00  | .=Z....%...1.H..8[]A\A]A^A_...@. | 
| 18da0 |  4c 8b 79 10 4d 85 ff 7f 1f 4c 89 ea e9 dc fe ff    ff 0f 1f 80 00 00 00 00 48 8b 16 48 89 54 24 18  | L.y.M....L..............H..H.T$. | 
| 18dc0 |  e9 c8 fe ff ff 0f 1f 00 48 8b 15 11 3e 09 00 4c    89 f6 4c 89 e7 e8 06 bc ff ff 48 89 c2 48 85 c0  | ........H...>..L..L.......H..H.. | 
| 18de0 |  0f 84 8a 00 00 00 48 89 44 24 18 49 8d 47 ff e9    90 fe ff ff 0f 1f 40 00 48 8d 54 24 20 48 8d 4c  | ......H.D$.I.G........@.H.T$.H.L | 
| 18e00 |  24 18 49 89 d8 4c 89 f6 4c 8d 0d ad 26 04 00 4c    89 e7 e8 09 c0 ff ff 48 8b 54 24 18 85 c0 0f 89  | $.I..L..L...&..L.......H.T$..... | 
| 18e20 |  69 fe ff ff be a3 27 00 00 e9 45 ff ff ff 66 90    49 8b 14 24 85 d2 78 0a 48 83 ea 01 49 89 14 24  | i.....'...E...f.I..$..x.H...I..$ | 
| 18e40 |  74 4e ba b5 01 00 00 48 8d 0d fb 25 04 00 be e0    27 00 00 48 89 44 24 08 48 8d 3d 81 09 04 00 e8  | tN.....H...%....'..H.D$.H.=..... | 
| 18e60 |  4c cc ff ff 48 8b 44 24 08 e9 1f ff ff ff 66 90    e8 ab c6 fe ff 48 85 c0 0f 84 7a ff ff ff be 9e  | L...H.D$......f......H....z..... | 
| 18e80 |  27 00 00 e9 eb fe ff ff 0f 1f 84 00 00 00 00 00    4c 89 e7 48 89 44 24 08 e8 33 c3 fe ff 48 8b 44  | '...............L..H.D$..3...H.D | 
| 18ea0 |  24 08 eb 9e 66 66 2e 0f 1f 84 00 00 00 00 00 90    41 57 48 8d 05 c7 3d 09 00 41 56 41 55 49 89 fd  | $...ff..........AWH...=..AVAUI.. | 
| 18ec0 |  41 54 55 48 89 d5 53 48 83 ec 28 48 c7 44 24 08    00 00 00 00 48 89 44 24 10 48 c7 44 24 18 00 00  | ATUH..SH..(H.D$.....H.D$.H.D$... | 
| 18ee0 |  00 00 48 85 c9 0f 84 c5 01 00 00 49 89 cc 4c 8d    3c d6 48 85 d2 0f 84 cd 01 00 00 48 83 fa 01 0f  | ..H........I..L.<.H........H.... | 
| 18f00 |  85 43 01 00 00 4c 8b 36 48 8b 41 10 4c 89 74 24    08 48 85 c0 0f 8f 76 03 00 00 49 8b 45 08 48 8b  | .C...L.6H.A.L.t$.H....v...I.E.H. | 
| 18f20 |  35 5b 3c 09 00 4c 89 ef 48 8b 80 90 00 00 00 48    85 c0 0f 84 38 03 00 00 ff d0 48 89 c5 48 85 ed  | 5[<..L..H......H....8.....H..H.. | 
| 18f40 |  0f 84 1a 03 00 00 48 8b 05 ab 1f 09 00 48 39 45    08 0f 85 c9 01 00 00 4c 8b 65 18 4d 85 e4 0f 84  | ......H......H9E.......L.e.M.... | 
| 18f60 |  bc 01 00 00 41 8b 04 24 4c 8b 6d 10 83 c0 01 74    04 41 89 04 24 41 8b 45 00 83 c0 01 74 04 41 89  | ....A..$L.m....t.A..$A.E....t.A. | 
| 18f80 |  45 00 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89    45 00 0f 84 a8 02 00 00 66 49 0f 6e ce 66 49 0f  | E.H.E...x.H...H.E.......fI.n.fI. | 
| 18fa0 |  6e c4 48 8d 6c 24 10 41 be 02 00 00 00 66 0f 6c    c1 0f 29 44 24 10 4c 89 ef e8 32 c3 fe ff 31 c9  | n.H.l$.A.....f.l..)D$.L...2...1. | 
| 18fc0 |  4c 89 f2 48 89 ee 4c 89 ef 48 85 c0 0f 84 3e 01    00 00 ff d0 49 89 c6 4d 85 e4 74 16 49 8b 04 24  | L..H..L..H....>.....I..M..t.I..$ | 
| 18fe0 |  85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84 5e 02    00 00 4d 85 f6 0f 84 c5 01 00 00 49 8b 45 00 85  | ..x.H...I..$..^...M........I.E.. | 
| 19000 |  c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 1f 02 00    00 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06 0f  | .x.H...I.E.......I....x.H...I... | 
| 19020 |  84 fb 01 00 00 48 8b 05 4c 1f 09 00 8b 10 83 c2    01 74 6e 89 10 48 83 c4 28 5b 5d 41 5c 41 5d 41  | .....H..L........tn..H..([]A\A]A | 
| 19040 |  5e 41 5f c3 0f 1f 40 00 48 83 ec 08 48 8b 05 e5    1e 09 00 48 8d 15 70 24 04 00 48 8d 35 9f 05 04  | ^A_...@.H...H......H..p$..H.5... | 
| 19060 |  00 55 4c 8d 0d c5 23 04 00 41 b8 01 00 00 00 48    8d 0d 61 24 04 00 48 8b 38 31 c0 e8 10 c7 fe ff  | .UL...#..A.....H..a$..H.81...... | 
| 19080 |  58 be 2b 21 00 00 5a 48 8d 0d bb 23 04 00 ba cb    00 00 00 48 8d 3d 76 07 04 00 e8 11 ca ff ff 31  | X.+!..ZH...#.......H.=v........1 | 
| 190a0 |  c0 48 83 c4 28 5b 5d 41 5c 41 5d 41 5e 41 5f c3    48 83 fa 01 75 92 4c 8b 36 4c 89 74 24 08 e9 57  | .H..([]A\A]A^A_.H...u.L.6L.t$..W | 
| 190c0 |  fe ff ff 0f 1f 44 00 00 48 8b 15 b1 3b 09 00 4c    89 fe 48 89 cf 48 8b 59 10 e8 02 b9 ff ff 49 89  | .....D..H...;..L..H..H.Y......I. | 
| 190e0 |  c6 48 89 44 24 08 48 8d 43 ff 4d 85 f6 0f 85 1e    fe ff ff e8 28 c4 fe ff 48 85 c0 0f 84 47 ff ff  | .H.D$.H.C.M.........(...H....G.. | 
| 19100 |  ff be 1b 21 00 00 e9 7c ff ff ff 0f 1f 44 00 00    e8 6b c4 fe ff 49 89 c6 e9 ba fe ff ff 0f 1f 00  | ...!...|.....D...k...I.......... | 
| 19120 |  48 c7 44 24 10 00 00 00 00 48 8b 35 b8 1e 09 00    4c 89 74 24 18 48 8b 7d 08 48 39 f7 74 0d e8 2d  | H.D$.....H.5....L.t$.H.}.H9.t..- | 
| 19140 |  c6 fe ff 85 c0 0f 84 bd 00 00 00 48 8b 55 10 8b    42 10 a8 08 0f 84 ae 00 00 00 4c 8b 6c 24 18 48  | ...........H.U..B.........L.l$.H | 
| 19160 |  8b 5a 08 45 31 e4 a8 20 75 04 4c 8b 65 18 48 8d    3d e3 fe 03 00 e8 86 bf fe ff 85 c0 0f 85 3e 01  | .Z.E1...u.L.e.H.=.............>. | 
| 19180 |  00 00 4c 89 ee 4c 89 e7 49 89 ed ff d3 49 89 c6    e8 db c3 fe ff 4d 85 f6 0f 85 5d fe ff ff e8 7d  | ..L..L..I....I.......M....]....} | 
| 191a0 |  c3 fe ff 48 85 c0 75 18 48 8b 05 41 1d 09 00 48    8d 35 c2 fe 03 00 48 8b 38 e8 c2 c0 fe ff 66 90  | ...H..u.H..A...H.5....H.8.....f. | 
| 191c0 |  49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00    0f 84 aa 00 00 00 be 6d 21 00 00 48 8d 0d 67 22  | I.E...x.H...I.E........m!..H..g" | 
| 191e0 |  04 00 ba cc 00 00 00 48 8d 3d 22 06 04 00 e8 bd    c8 ff ff 48 83 c4 28 31 c0 5b 5d 41 5c 41 5d 41  | .......H.="........H..(1.[]A\A]A | 
| 19200 |  5e 41 5f c3 0f 1f 40 00 49 89 ed 41 be 01 00 00    00 48 8d 6c 24 18 45 31 e4 e9 98 fd ff ff 66 90  | ^A_...@.I..A.....H.l$.E1......f. | 
| 19220 |  4c 89 f7 e8 a8 bf fe ff e9 f8 fd ff ff 0f 1f 00    4c 89 ef e8 98 bf fe ff e9 d4 fd ff ff 0f 1f 00  | L...............L............... | 
| 19240 |  48 89 ef e8 88 bf fe ff e9 4b fd ff ff 0f 1f 00    4c 89 e7 e8 78 bf fe ff e9 95 fd ff ff 0f 1f 00  | H........K......L...x........... | 
| 19260 |  be 59 21 00 00 e9 71 ff ff ff 66 0f 1f 44 00 00    e8 8b c5 fe ff 48 89 c5 e9 c0 fc ff ff 0f 1f 00  | .Y!...q...f..D.......H.......... | 
| 19280 |  4c 89 ef e8 48 bf fe ff e9 49 ff ff ff 0f 1f 00    48 8d 4c 24 08 48 8d 54 24 10 49 89 e8 4c 89 fe  | L...H....I......H.L$.H.T$.I..L.. | 
| 192a0 |  4c 8d 0d 23 22 04 00 4c 89 e7 e8 71 bb ff ff 85    c0 78 15 4c 8b 74 24 08 e9 5d fc ff ff 0f 1f 00  | L..#"..L...q.....x.L.t$..]...... | 
| 192c0 |  49 89 ed e9 f8 fe ff ff be 20 21 00 00 e9 b5 fd    ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 00  | I.........!.......ff............ | 
| 192e0 |  41 56 41 55 41 54 55 48 83 ec 08 48 85 d2 0f 8f    cc 01 00 00 48 89 fd 48 85 c9 0f 85 10 02 00 00  | AVAUATUH...H........H..H........ | 
| 19300 |  48 8b 45 08 48 8b 35 95 32 09 00 48 8b 80 90 00    00 00 48 85 c0 0f 84 25 02 00 00 48 89 ef ff d0  | H.E.H.5.2..H......H....%...H.... | 
| 19320 |  48 89 c5 48 85 ed 0f 84 24 02 00 00 e8 0f c3 fe    ff 49 89 c5 48 85 c0 0f 84 23 02 00 00 48 8b 15  | H..H....$........I..H....#...H.. | 
| 19340 |  04 1c 09 00 48 8b 35 ad 33 09 00 48 89 c7 e8 ad    c3 fe ff 85 c0 0f 88 05 01 00 00 48 8b 45 08 4c  | ....H.5.3..H...............H.E.L | 
| 19360 |  8b 35 f2 2b 09 00 4c 8b a0 80 00 00 00 4d 85 e4    0f 84 2a 01 00 00 48 8d 3d db fc 03 00 e8 7e bd  | .5.+..L......M....*...H.=.....~. | 
| 19380 |  fe ff 85 c0 75 7a 4c 89 ea 4c 89 f6 48 89 ef 41    ff d4 49 89 c4 e8 d6 c1 fe ff 4d 85 e4 74 41 48  | ....uzL..L..H..A..I.......M..tAH | 
| 193a0 |  8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f    84 db 00 00 00 49 8b 45 00 85 c0 78 0e 48 83 e8  | .E...x.H...H.E.......I.E...x.H.. | 
| 193c0 |  01 49 89 45 00 0f 84 a5 00 00 00 48 83 c4 08 4c    89 e0 5d 41 5c 41 5d 41 5e c3 66 0f 1f 44 00 00  | .I.E.......H...L..]A\A]A^.f..D.. | 
| 193e0 |  e8 3b c1 fe ff 48 85 c0 75 16 48 8b 05 ff 1a 09    00 48 8d 35 80 fc 03 00 48 8b 38 e8 80 be fe ff  | .;...H..u.H......H.5....H.8..... | 
| 19400 |  41 bc c2 20 00 00 48 8b 45 00 85 c0 78 0e 48 83    e8 01 48 89 45 00 0f 84 79 01 00 00 49 8b 45 00  | A.....H.E...x.H...H.E...y...I.E. | 
| 19420 |  85 c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 56 01    00 00 48 8d 0d 10 20 04 00 ba c9 00 00 00 44 89  | ..x.H...I.E...V...H...........D. | 
| 19440 |  e6 48 8d 3d f8 03 04 00 e8 63 c6 ff ff 48 83 c4    08 45 31 e4 5d 4c 89 e0 41 5c 41 5d 41 5e c3 90  | .H.=.....c...H...E1.]L..A\A]A^.. | 
| 19460 |  41 bc c1 20 00 00 eb 9e 0f 1f 84 00 00 00 00 00    4c 89 ef e8 58 bd fe ff 48 83 c4 08 4c 89 e0 5d  | A...............L...X...H...L..] | 
| 19480 |  41 5c 41 5d 41 5e c3 66 0f 1f 84 00 00 00 00 00    48 89 ef e8 38 bd fe ff e9 18 ff ff ff 0f 1f 00  | A\A]A^.f........H...8........... | 
| 194a0 |  4c 89 ea 4c 89 f6 48 89 ef e8 a2 c2 fe ff 49 89    c4 48 85 c0 0f 85 e5 fe ff ff e9 41 ff ff ff 90  | L..L..H.......I..H.........A.... | 
| 194c0 |  48 83 ec 08 48 8b 05 6d 1a 09 00 45 31 c0 45 31    e4 52 4c 8d 0d d7 23 04 00 48 8d 15 ff 1f 04 00  | H...H..m...E1.E1.RL...#..H...... | 
| 194e0 |  48 8b 38 48 8d 0d ed 1f 04 00 48 8d 35 0f 01 04    00 31 c0 e8 98 c2 fe ff 58 5a 4c 89 e0 48 83 c4  | H.8H......H.5....1......XZL..H.. | 
| 19500 |  08 5d 41 5c 41 5d 41 5e c3 0f 1f 80 00 00 00 00    48 83 79 10 00 0f 84 e5 fd ff ff 31 d2 48 8d 35  | .]A\A]A^........H.y........1.H.5 | 
| 19520 |  bb 1f 04 00 48 89 cf e8 c4 9f ff ff 85 c0 0f 85    cc fd ff ff e9 14 ff ff ff 0f 1f 80 00 00 00 00  | ....H........................... | 
| 19540 |  48 89 ef e8 b8 c2 fe ff 48 89 c5 e9 d3 fd ff ff    41 bc bd 20 00 00 e9 d7 fe ff ff 0f 1f 44 00 00  | H.......H.......A............D.. | 
| 19560 |  48 8b 45 00 85 c0 78 40 48 83 e8 01 48 89 45 00    75 36 48 89 ef 41 bc bf 20 00 00 e8 50 bc fe ff  | H.E...x@H...H.E.u6H..A......P... | 
| 19580 |  e9 ad fe ff ff 0f 1f 00 4c 89 ef e8 40 bc fe ff    e9 9d fe ff ff 48 89 ef e8 33 bc fe ff e9 7a fe  | ........L...@........H...3....z. | 
| 195a0 |  ff ff 66 0f 1f 44 00 00 41 bc bf 20 00 00 e9 7f    fe ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 66 90  | ..f..D..A..........ff.........f. | 
| 195c0 |  41 56 41 55 41 54 49 89 fc 55 48 83 ec 08 48 8b    47 08 48 8b 35 2f 2e 09 00 48 8b 80 90 00 00 00  | AVAUATI..UH...H.G.H.5/...H...... | 
| 195e0 |  48 85 c0 0f 84 77 02 00 00 ff d0 48 89 c5 48 85    ed 0f 84 7a 02 00 00 48 8b 45 08 48 8b 35 2e 32  | H....w.....H..H....z...H.E.H.5.2 | 
| 19600 |  09 00 48 89 ef 48 8b 80 90 00 00 00 48 85 c0 0f    84 a3 02 00 00 ff d0 49 89 c5 48 8b 45 00 4d 85  | ..H..H......H..........I..H.E.M. | 
| 19620 |  ed 0f 84 79 02 00 00 85 c0 78 0e 48 83 e8 01 48    89 45 00 0f 84 4f 01 00 00 49 8b 7c 24 18 48 8b  | ...y.....x.H...H.E...O...I.|$.H. | 
| 19640 |  35 c3 2d 09 00 48 8b 47 08 48 8b 80 90 00 00 00    48 85 c0 0f 84 af 02 00 00 ff d0 49 89 c4 4d 85  | 5.-..H.G.H......H..........I..M. | 
| 19660 |  e4 0f 84 71 02 00 00 49 8b 44 24 08 48 8b 35 bd    31 09 00 4c 89 e7 48 8b 80 90 00 00 00 48 85 c0  | ...q...I.D$.H.5.1..L..H......H.. | 
| 19680 |  0f 84 ba 02 00 00 ff d0 48 89 c5 49 8b 04 24 48    85 ed 0f 84 80 02 00 00 85 c0 78 0e 48 83 e8 01  | ........H..I..$H..........x.H... | 
| 196a0 |  49 89 04 24 0f 84 ee 00 00 00 48 8b 3d a7 2b 09    00 48 89 ee e8 a7 ba fe ff 49 89 c4 48 85 c0 0f  | I..$......H.=.+..H.......I..H... | 
| 196c0 |  84 8b 02 00 00 48 8b 45 00 85 c0 78 0e 48 83 e8    01 48 89 45 00 0f 84 cd 00 00 00 48 8b 35 7e 2b  | .....H.E...x.H...H.E.......H.5~+ | 
| 196e0 |  09 00 4c 89 e7 e8 76 ba fe ff 48 89 c5 48 85 c0    0f 84 72 02 00 00 49 8b 04 24 85 c0 78 0e 48 83  | ..L...v...H..H....r...I..$..x.H. | 
| 19700 |  e8 01 49 89 04 24 0f 84 ac 00 00 00 48 89 ee 4c    89 ef e8 29 ba fe ff 49 89 c4 48 85 c0 0f 84 a5  | ..I..$......H..L...)...I..H..... | 
| 19720 |  00 00 00 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48    89 45 00 0f 84 17 01 00 00 49 8b 45 00 85 c0 78  | ...H.E...x.H...H.E.......I.E...x | 
| 19740 |  0e 48 83 e8 01 49 89 45 00 0f 84 f1 00 00 00 41    8b 04 24 4d 89 e5 83 c0 01 74 04 41 89 04 24 49  | .H...I.E.......A..$M.....t.A..$I | 
| 19760 |  8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f    84 ab 00 00 00 48 83 c4 08 4c 89 e8 5d 41 5c 41  | ..$..x.H...I..$......H...L..]A\A | 
| 19780 |  5d 41 5e c3 0f 1f 40 00 48 89 ef e8 40 ba fe ff    e9 a4 fe ff ff 0f 1f 00 4c 89 e7 e8 30 ba fe ff  | ]A^...@.H...@...........L...0... | 
| 197a0 |  e9 05 ff ff ff 0f 1f 00 48 89 ef e8 20 ba fe ff    e9 26 ff ff ff 0f 1f 00 4c 89 e7 e8 10 ba fe ff  | ........H........&......L....... | 
| 197c0 |  e9 47 ff ff ff 0f 1f 00 41 be 53 20 00 00 41 bc    c4 00 00 00 48 8b 45 00 85 c0 78 0e 48 83 e8 01  | .G......A.S...A.....H.E...x.H... | 
| 197e0 |  48 89 45 00 0f 84 de 00 00 00 48 8d 0d 58 1c 04    00 44 89 e2 44 89 f6 48 8d 3d 72 00 04 00 e8 ad  | H.E.......H..X...D..D..H.=r..... | 
| 19800 |  c2 ff ff 4d 85 ed 0f 84 69 ff ff ff 4d 89 ec 45    31 ed e9 48 ff ff ff 66 0f 1f 84 00 00 00 00 00  | ...M....i...M..E1..H...f........ | 
| 19820 |  4c 89 e7 e8 a8 b9 fe ff 48 83 c4 08 4c 89 e8 5d    41 5c 41 5d 41 5e c3 66 0f 1f 84 00 00 00 00 00  | L.......H...L..]A\A]A^.f........ | 
| 19840 |  4c 89 ef e8 88 b9 fe ff e9 02 ff ff ff 0f 1f 00    48 89 ef e8 78 b9 fe ff e9 dc fe ff ff 0f 1f 00  | L...............H...x........... | 
| 19860 |  e8 9b bf fe ff 48 89 c5 48 85 ed 0f 85 86 fd ff    ff 48 8d 0d d1 1b 04 00 ba c3 00 00 00 be 39 20  | .....H..H........H............9. | 
| 19880 |  00 00 45 31 ed 48 8d 3d e4 ff 03 00 e8 1f c2 ff    ff 48 83 c4 08 4c 89 e8 5d 41 5c 41 5d 41 5e c3  | ..E1.H.=.........H...L..]A\A]A^. | 
| 198a0 |  41 be 3b 20 00 00 41 bc c3 00 00 00 e9 23 ff ff    ff 0f 1f 80 00 00 00 00 e8 43 bf fe ff 49 89 c5  | A.;...A......#...........C...I.. | 
| 198c0 |  e9 55 fd ff ff 0f 1f 00 48 89 ef e8 00 b9 fe ff    e9 15 ff ff ff 0f 1f 00 bd 48 20 00 00 0f 1f 00  | .U......H................H...... | 
| 198e0 |  48 8d 0d 62 1b 04 00 ba c4 00 00 00 89 ee 4d 89    ec 48 8d 3d 78 ff 03 00 45 31 ed e8 b0 c1 ff ff  | H..b..........M..H.=x...E1...... | 
| 19900 |  e9 5a fe ff ff 0f 1f 00 e8 f3 be fe ff 49 89 c4    e9 49 fd ff ff 0f 1f 00 bd 4a 20 00 00 49 8b 04  | .Z...........I...I.......J...I.. | 
| 19920 |  24 85 c0 78 bb 48 83 e8 01 49 89 04 24 75 b1 4c    89 e7 e8 99 b8 fe ff eb a7 0f 1f 80 00 00 00 00  | $..x.H...I..$u.L................ | 
| 19940 |  e8 bb be fe ff 48 89 c5 e9 3e fd ff ff 0f 1f 00    41 be 4d 20 00 00 41 bc c4 00 00 00 e9 73 fe ff  | .....H...>......A.M...A......s.. | 
| 19960 |  ff 0f 1f 80 00 00 00 00 bd 50 20 00 00 eb ae 90    41 55 41 54 55 48 89 f5 53 48 89 fb 48 83 ec 18  | .........P......AUATUH..SH..H... | 
| 19980 |  8b 06 83 c0 01 74 02 89 06 48 8b 7b 18 48 8b 07    85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 2f 01 00  | .....t...H.{.H....x.H...H..../.. | 
| 199a0 |  00 48 89 6b 18 48 8b 45 08 48 89 ef 48 8b 35 fd    29 09 00 48 8b 80 90 00 00 00 48 85 c0 0f 84 5d  | .H.k.H.E.H..H.5.)..H......H....] | 
| 199c0 |  01 00 00 ff d0 49 89 c4 4d 85 e4 0f 84 60 01 00    00 48 8d 35 14 1b 04 00 4c 89 e7 e8 80 ba fe ff  | .....I..M....`...H.5....L....... | 
| 199e0 |  85 c0 0f 84 78 01 00 00 48 8d 35 fd 1a 04 00 4c    89 e7 e8 a9 bd fe ff 49 89 c5 48 85 c0 0f 84 ed  | ....x...H.5....L.......I..H..... | 
| 19a00 |  01 00 00 f3 41 0f 6f 45 00 48 89 df 0f 11 43 20    f3 41 0f 6f 4d 10 0f 11 4b 30 49 8b 45 20 48 89  | ....A.oE.H....C..A.oM...K0I.E.H. | 
| 19a20 |  43 40 48 8d 43 20 48 89 43 48 48 8b 43 10 ff 50    08 48 89 c7 48 85 c0 0f 84 d3 01 00 00 48 8b 00  | C@H.C.H.CHH.C..P.H..H........H.. | 
| 19a40 |  85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 8f 00 00    00 48 8b 45 08 48 8b 35 dc 2c 09 00 48 89 ef 48  | ..x.H...H........H.E.H.5.,..H..H | 
| 19a60 |  8b 80 90 00 00 00 48 85 c0 0f 84 b1 01 00 00 ff    d0 48 89 c5 48 85 ed 0f 84 b3 01 00 00 48 8b bb  | ......H..........H..H........H.. | 
| 19a80 |  e8 00 00 00 48 8b 07 85 c0 78 09 48 83 e8 01 48    89 07 74 7c 48 8b 05 dd 14 09 00 48 89 ab e8 00  | ....H....x.H...H..t|H......H.... | 
| 19aa0 |  00 00 8b 10 83 c2 01 74 02 89 10 49 8b 14 24 85    d2 78 0a 48 83 ea 01 49 89 14 24 74 33 48 83 c4  | .......t...I..$..x.H...I..$t3H.. | 
| 19ac0 |  18 5b 5d 41 5c 41 5d c3 0f 1f 84 00 00 00 00 00    e8 fb b6 fe ff e9 c7 fe ff ff 66 0f 1f 44 00 00  | .[]A\A]...................f..D.. | 
| 19ae0 |  e8 eb b6 fe ff e9 67 ff ff ff 66 0f 1f 44 00 00    4c 89 e7 48 89 44 24 08 e8 d3 b6 fe ff 48 8b 44  | ......g...f..D..L..H.D$......H.D | 
| 19b00 |  24 08 48 83 c4 18 5b 5d 41 5c 41 5d c3 0f 1f 00    e8 bb b6 fe ff e9 7a ff ff ff 66 0f 1f 44 00 00  | $.H...[]A\A]..........z...f..D.. | 
| 19b20 |  e8 db bc fe ff 49 89 c4 4d 85 e4 0f 85 a0 fe ff    ff 48 8d 0d 11 19 04 00 ba d6 00 00 00 be ac 22  | .....I..M........H............." | 
| 19b40 |  00 00 48 8d 3d 4f fd 03 00 e8 62 bf ff ff 48 83    c4 18 31 c0 5b 5d 41 5c 41 5d c3 0f 1f 44 00 00  | ..H.=O....b...H...1.[]A\A]...D.. | 
| 19b60 |  48 8b 2d e1 34 09 00 4c 8b 2d 02 33 09 00 48 8b    45 08 48 8b 98 80 00 00 00 48 85 db 0f 84 cb 00  | H.-.4..L.-.3..H.E.H......H...... | 
| 19b80 |  00 00 48 8d 3d cf f4 03 00 e8 72 b5 fe ff 85 c0    0f 85 da 00 00 00 31 d2 48 89 ef 4c 89 ee ff d3  | ..H.=.....r...........1.H..L.... | 
| 19ba0 |  48 89 c5 e8 c8 b9 fe ff 48 85 ed 0f 84 ce 00 00    00 48 89 ef e8 17 ad ff ff 48 8b 45 00 85 c0 78  | H.......H........H.......H.E...x | 
| 19bc0 |  0a 48 83 e8 01 48 89 45 00 74 75 be cf 22 00 00    ba d9 00 00 00 48 8d 0d 6d 18 04 00 48 8d 3d b5  | .H...H.E.tu..".......H..m...H.=. | 
| 19be0 |  fc 03 00 e8 c8 be ff ff 31 c0 e9 bc fe ff ff 90    e8 2b b9 fe ff 48 85 c0 0f 84 05 fe ff ff be e1  | ........1........+...H.......... | 
| 19c00 |  22 00 00 ba db 00 00 00 eb cb 66 0f 1f 44 00 00    be f4 22 00 00 ba dd 00 00 00 eb b9 0f 1f 40 00  | ".........f..D...."...........@. | 
| 19c20 |  e8 db bb fe ff 48 89 c5 e9 47 fe ff ff 0f 1f 00    be ff 22 00 00 ba de 00 00 00 eb 99 0f 1f 40 00  | .....H...G........"...........@. | 
| 19c40 |  48 89 ef e8 88 b5 fe ff e9 7e ff ff ff 48 89 ef    31 d2 4c 89 ee e8 f6 ba fe ff 48 89 c5 48 85 c0  | H........~...H..1.L.......H..H.. | 
| 19c60 |  0f 85 4b ff ff ff 66 2e 0f 1f 84 00 00 00 00 00    be cb 22 00 00 ba d9 00 00 00 e9 56 ff ff ff e8  | ..K...f..........."........V.... | 
| 19c80 |  9c b8 fe ff 48 85 c0 75 e7 48 8b 05 60 12 09 00    48 8d 35 e1 f3 03 00 48 8b 38 e8 e1 b5 fe ff be  | ....H..u.H..`...H.5....H.8...... | 
| 19ca0 |  cb 22 00 00 ba d9 00 00 00 e9 27 ff ff ff 66 90    41 57 48 8d 05 cf 2b 09 00 66 0f ef c0 41 56 66  | ."........'...f.AWH...+..f...AVf | 
| 19cc0 |  48 0f 6e c8 41 55 49 89 fd 48 8d b8 d0 fb ff ff    48 05 58 03 00 00 41 54 49 89 d4 55 53 48 83 ec  | H.n.AUI..H......H.X...ATI..USH.. | 
| 19ce0 |  68 48 89 44 24 50 48 8b 05 23 10 09 00 0f 29 44    24 20 66 48 0f 6e c7 66 0f 6c c1 48 89 44 24 30  | hH.D$PH..#....)D$.fH.n.f.l.H.D$0 | 
| 19d00 |  48 c7 44 24 58 00 00 00 00 0f 29 44 24 40 48 85    c9 0f 84 71 01 00 00 48 89 cd 4c 8d 3c d6 48 83  | H.D$X.....)D$@H....q...H..L.<.H. | 
| 19d20 |  fa 02 0f 84 d8 02 00 00 0f 8f 8a 00 00 00 48 85    d2 0f 84 91 01 00 00 48 83 fa 01 0f 85 4b 06 00  | ..............H........H.....K.. | 
| 19d40 |  00 48 8b 06 48 8b 49 10 48 89 44 24 20 48 89 ca    4c 8b 35 31 2b 09 00 48 85 d2 0f 8e df 03 00 00  | .H..H.I.H.D$.H..L.51+..H........ | 
| 19d60 |  31 db eb 14 0f 1f 40 00 48 8d 43 01 48 39 c2 0f    84 ab 02 00 00 48 89 c3 4c 3b 74 dd 18 75 e9 49  | 1.....@.H.C.H9.......H..L;t..u.I | 
| 19d80 |  8b 14 df 48 89 54 24 28 48 85 d2 0f 84 b7 03 00    00 48 8d 59 ff 48 85 db 0f 8f 12 02 00 00 4c 8b  | ...H.T$(H........H.Y.H........L. | 
| 19da0 |  4c 24 20 4c 8b 54 24 30 4c 8b 05 c9 11 09 00 eb    4e 0f 1f 80 00 00 00 00 48 83 fa 03 0f 85 46 01  | L$.L.T$0L.......N.......H.....F. | 
| 19dc0 |  00 00 48 8b 46 10 48 8b 49 10 48 89 44 24 30 48    8b 46 08 48 89 44 24 28 48 8b 06 48 89 44 24 20  | ..H.F.H.I.H.D$0H.F.H.D$(H..H.D$. | 
| 19de0 |  48 85 c9 0f 8f 77 04 00 00 4c 8b 4c 24 20 48 8b    54 24 28 4c 8b 54 24 30 4c 8b 05 79 11 09 00 49  | H....w...L.L$.H.T$(L.T$0L..y...I | 
| 19e00 |  8b ad e8 00 00 00 8b 45 00 83 c0 01 74 03 89 45    00 48 83 ec 08 48 8d 3d 54 d6 03 00 49 8d 75 48  | .......E....t..E.H...H.=T...I.uH | 
| 19e20 |  48 89 e9 41 50 41 b8 02 00 00 00 6a 00 ff 35 1d    24 09 00 ff 35 d7 2f 09 00 6a 01 ff 35 4f 2a 09  | H..APA.....j..5.$...5./..j..5O*. | 
| 19e40 |  00 52 4c 89 d2 6a 02 ff 35 13 26 09 00 ff 15 1d    32 09 00 48 83 c4 50 48 85 c0 0f 84 80 04 00 00  | .RL..j..5.&.....2..H..PH........ | 
| 19e60 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 6a 01 00 00 48 83 c4 68 5b 5d 41 5c 41 5d  | H.U...x.H...H.U...j...H..h[]A\A] | 
| 19e80 |  41 5e 41 5f c3 0f 1f 00 48 83 fa 02 0f 84 0e 01    00 00 48 83 fa 03 0f 85 dc 00 00 00 4c 8b 56 10  | A^A_....H.........H.........L.V. | 
| 19ea0 |  4c 8b 05 d1 10 09 00 4c 89 54 24 30 f3 0f 6f 16    48 8b 56 08 4c 8b 0e 0f 29 54 24 20 e9 3e ff ff  | L......L.T$0..o.H.V.L...)T$..>.. | 
| 19ec0 |  ff 0f 1f 80 00 00 00 00 48 8b 49 10 48 8b 15 85    25 09 00 4c 89 fe 48 89 ef 48 89 0c 24 e8 fe aa  | ........H.I.H...%..L..H..H..$... | 
| 19ee0 |  ff ff 48 8b 0c 24 48 85 c0 48 89 44 24 20 0f 84    8e 04 00 00 48 8b 55 10 48 83 e9 01 e9 4f fe ff  | ..H..$H..H.D$.......H.U.H....O.. | 
| 19f00 |  ff 0f 1f 80 00 00 00 00 48 8d 0d 29 15 04 00 41    b8 03 00 00 00 48 83 ec 08 48 8b 05 18 10 09 00  | ........H..)...A.....H...H...... | 
| 19f20 |  48 8d 15 d2 15 04 00 48 8d 35 d2 f6 03 00 41 54    4c 8d 0d 79 19 04 00 48 8b 38 31 c0 e8 4f b8 fe  | H......H.5....ATL..y...H.81..O.. | 
| 19f40 |  ff 58 be a5 44 00 00 5a 48 8d 0d fa 14 04 00 ba    c2 07 00 00 48 8d 3d 7d f9 03 00 e8 50 bb ff ff  | .X..D..ZH...........H.=}....P... | 
| 19f60 |  48 83 c4 68 31 c0 5b 5d 41 5c 41 5d 41 5e 41 5f    c3 0f 1f 80 00 00 00 00 48 83 fa 02 48 8d 0d ac  | H..h1.[]A\A]A^A_........H...H... | 
| 19f80 |  14 04 00 48 8d 05 ae 14 04 00 41 0f 9d c0 48 0f    4d c8 45 0f b6 c0 49 83 c0 02 e9 76 ff ff ff 90  | ...H......A...H.M.E...I....v.... | 
| 19fa0 |  4c 8b 05 d1 0f 09 00 4d 89 c2 e9 fd fe ff ff 90    48 8b 15 29 2c 09 00 4c 89 fe 48 89 ef e8 1e aa  | L......M........H..),..L..H..... | 
| 19fc0 |  ff ff 48 85 c0 0f 84 7d 03 00 00 48 89 44 24 30    48 8d 4b ff e9 07 fe ff ff 0f 1f 80 00 00 00 00  | ..H....}...H.D$0H.K............. | 
| 19fe0 |  48 89 ef 48 89 04 24 e8 e4 b1 fe ff 48 8b 04 24    48 83 c4 68 5b 5d 41 5c 41 5d 41 5e 41 5f c3 90  | H..H..$.....H..$H..h[]A\A]A^A_.. | 
| 1a000 |  48 8b 56 08 48 8b 06 48 8b 59 10 48 89 54 24 28    48 89 44 24 20 e9 7b fd ff ff 66 0f 1f 44 00 00  | H.V.H..H.Y.H.T$(H.D$..{...f..D.. | 
| 1a020 |  45 31 c9 49 8d 46 28 4a 8b 74 cd 18 48 89 44 24    18 49 39 f6 0f 84 1c 02 00 00 66 0f 1f 44 00 00  | E1.I.F(J.t..H.D$.I9.......f..D.. | 
| 1a040 |  48 8b 05 89 0f 09 00 49 39 46 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 43 01 00 00 84 c0 0f  | H......I9F....H9F........C...... | 
| 1a060 |  84 3b 01 00 00 49 8b 56 10 48 3b 56 10 0f 85 c5    01 00 00 48 8b 46 18 49 8b 7e 18 48 39 c7 41 0f  | .;...I.V.H;V.......H.F.I.~.H9.A. | 
| 1a080 |  95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74 0a 48 83    ff ff 0f 85 a0 01 00 00 45 0f b6 5e 20 44 0f b6  | ..H......A..t.H.........E..^.D.. | 
| 1a0a0 |  46 20 44 89 d8 44 89 c7 c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 7a 01 00 00 41 f6  | F.D..D.....@.........@8...z...A. | 
| 1a0c0 |  c3 20 0f 85 f6 01 00 00 49 8b 7e 38 41 f6 c0 20    0f 85 8a 02 00 00 48 8b 76 38 44 0f b6 c0 41 83  | ........I.~8A.........H.v8D...A. | 
| 1a0e0 |  f8 01 0f 84 8d 02 00 00 41 83 f8 02 0f 84 c1 02    00 00 44 8b 07 44 8b 1e 45 39 c3 0f 85 37 01 00  | ........A.........D..D..E9...7.. | 
| 1a100 |  00 48 83 fa 01 0f 84 4b 01 00 00 0f b6 c0 4c 89    4c 24 08 48 0f af d0 48 89 0c 24 e8 f0 b2 fe ff  | .H.....K......L.L$.H...H..$..... | 
| 1a120 |  48 8b 0c 24 4c 8b 4c 24 08 85 c0 0f 94 c0 0f b6    c0 0f 85 01 01 00 00 85 c0 0f 89 17 01 00 00 48  | H..$L.L$.......................H | 
| 1a140 |  c7 44 24 28 00 00 00 00 e8 d3 b3 fe ff 48 85 c0    0f 85 7b 01 00 00 48 83 ec 08 48 8b 05 d7 0d 09  | .D$(.........H....{...H...H..... | 
| 1a160 |  00 48 8d 0d c7 12 04 00 48 8d 35 91 f4 03 00 6a    01 4c 8d 0d 38 17 04 00 41 b8 02 00 00 00 48 8d  | .H......H.5....j.L..8...A.....H. | 
| 1a180 |  15 74 13 04 00 48 8b 38 31 c0 e8 01 b6 fe ff 59    5e be 87 44 00 00 e9 ad fd ff ff 0f 1f 44 00 00  | .t...H.81......Y^..D.........D.. | 
| 1a1a0 |  4c 8b 05 d1 0d 09 00 4d 39 c6 75 08 84 c0 0f 85    84 00 00 00 4c 39 c6 75 04 84 d2 75 7b 4c 89 f7  | L......M9.u.........L9.u...u{L.. | 
| 1a1c0 |  ba 02 00 00 00 4c 89 44 24 10 4c 89 4c 24 08 48    89 0c 24 e8 48 b0 fe ff 48 89 c7 48 85 c0 0f 84  | .....L.D$.L.L$.H..$.H...H..H.... | 
| 1a1e0 |  5b ff ff ff 48 3b 05 95 0d 09 00 48 8b 0c 24 0f    94 c0 48 3b 3d 4f 0d 09 00 4c 8b 4c 24 08 0f 94  | [...H;.....H..$...H;=O...L.L$... | 
| 1a200 |  c2 08 c2 75 0e 4c 8b 44 24 10 4c 39 c7 0f 85 85    00 00 00 0f b6 c0 48 8b 17 85 d2 78 0d 48 83 ea  | ...u.L.D$.L9..........H....x.H.. | 
| 1a220 |  01 48 89 17 0f 84 f6 00 00 00 85 c0 0f 85 05 ff    ff ff 66 0f 1f 44 00 00 49 8d 41 01 4c 39 cb 0f  | .H................f..D..I.A.L9.. | 
| 1a240 |  84 fa fe ff ff 49 89 c1 4a 8b 74 cd 18 49 39 f6    0f 85 ea fd ff ff 4b 8b 14 cf e9 24 fb ff ff 90  | .....I..J.t..I9.......K....$.... | 
| 1a260 |  48 8d 4c 24 20 48 8d 54 24 40 4d 89 e0 4c 89 fe    4c 8d 0d 82 12 04 00 48 89 ef e8 a1 ab ff ff 85  | H.L$.H.T$@M..L..L......H........ | 
| 1a280 |  c0 0f 89 62 fb ff ff be 93 44 00 00 e9 b7 fc ff    ff 0f 1f 80 00 00 00 00 4c 89 4c 24 10 48 89 4c  | ...b.....D..............L.L$.H.L | 
| 1a2a0 |  24 08 48 89 3c 24 e8 35 b3 fe ff 4c 8b 4c 24 10    48 8b 4c 24 08 48 8b 3c 24 e9 58 ff ff ff 49 8d  | $.H.<$.5...L.L$.H.L$.H.<$.X...I. | 
| 1a2c0 |  7e 38 41 83 e3 40 48 0f 45 7c 24 18 e9 fb fd ff    ff be 85 44 00 00 e9 6d fc ff ff 0f 1f 44 00 00  | ~8A..@H.E|$........D...m.....D.. | 
| 1a2e0 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 a8 00 00 00 48 8d 0d 4c 11 04 00 ba 16 08  | H.U...x.H...H.U.......H..L...... | 
| 1a300 |  00 00 be dc 44 00 00 48 89 04 24 48 8d 3d c6 f5    03 00 e8 99 b7 ff ff 48 8b 04 24 e9 56 fb ff ff  | ....D..H..$H.=.........H..$.V... | 
| 1a320 |  4c 89 4c 24 10 89 44 24 08 48 89 0c 24 e8 9e ae    fe ff 4c 8b 4c 24 10 8b 44 24 08 48 8b 0c 24 e9  | L.L$..D$.H..$.....L.L$..D$.H..$. | 
| 1a340 |  e6 fe ff ff 0f 1f 40 00 e8 d3 b1 fe ff 48 85 c0    0f 84 0a ff ff ff be 8e 44 00 00 e9 e8 fb ff ff  | ......@......H..........D....... | 
| 1a360 |  4c 8d 5e 28 48 83 c6 38 41 83 e0 40 49 0f 45 f3    e9 65 fd ff ff 44 0f b6 07 44 0f b6 1e e9 76 fd  | L.^(H..8A..@I.E..e...D...D....v. | 
| 1a380 |  ff ff e8 99 b1 fe ff 48 85 c0 75 34 48 8d 0d 9c    10 04 00 41 b8 02 00 00 00 e9 77 fb ff ff 48 89  | .......H..u4H......A......w...H. | 
| 1a3a0 |  ef 48 89 04 24 e8 26 ae fe ff 48 8b 04 24 e9 43    ff ff ff 44 0f b7 07 44 0f b7 1e e9 38 fd ff ff  | .H..$.&...H..$.C...D...D....8... | 
| 1a3c0 |  be 7d 44 00 00 e9 7e fb ff ff 66 0f 1f 44 00 00    41 57 48 8d 05 8f 20 09 00 66 0f ef c0 41 56 66  | .}D...~...f..D..AWH......f...AVf | 
| 1a3e0 |  48 0f 6e c8 41 55 49 89 fd 48 8d 78 10 48 05 78    07 00 00 41 54 49 89 d4 55 53 48 83 ec 68 48 89  | H.n.AUI..H.x.H.x...ATI..USH..hH. | 
| 1a400 |  44 24 50 48 8b 05 06 09 09 00 0f 29 44 24 20 66    48 0f 6e c7 66 0f 6c c1 48 89 44 24 30 48 c7 44  | D$PH.......)D$.fH.n.f.l.H.D$0H.D | 
| 1a420 |  24 58 00 00 00 00 0f 29 44 24 40 48 85 c9 0f 84    74 01 00 00 48 89 cd 4c 8d 3c d6 48 83 fa 02 0f  | $X.....)D$@H....t...H..L.<.H.... | 
| 1a440 |  84 db 02 00 00 0f 8f 8d 00 00 00 48 85 d2 0f 84    94 01 00 00 48 83 fa 01 0f 85 4e 06 00 00 48 8b  | ...........H........H.....N...H. | 
| 1a460 |  06 48 8b 49 10 48 89 44 24 20 48 89 ca 4c 8b 35    f4 1f 09 00 48 85 d2 0f 8e e2 03 00 00 31 db eb  | .H.I.H.D$.H..L.5....H........1.. | 
| 1a480 |  17 0f 1f 80 00 00 00 00 48 8d 43 01 48 39 c2 0f    84 ab 02 00 00 48 89 c3 4c 3b 74 dd 18 75 e9 49  | ........H.C.H9.......H..L;t..u.I | 
| 1a4a0 |  8b 14 df 48 89 54 24 28 48 85 d2 0f 84 b7 03 00    00 48 8d 59 ff 48 85 db 0f 8f 12 02 00 00 4c 8b  | ...H.T$(H........H.Y.H........L. | 
| 1a4c0 |  4c 24 20 4c 8b 54 24 30 4c 8b 05 a9 0a 09 00 eb    4e 0f 1f 80 00 00 00 00 48 83 fa 03 0f 85 46 01  | L$.L.T$0L.......N.......H.....F. | 
| 1a4e0 |  00 00 48 8b 46 10 48 8b 49 10 48 89 44 24 30 48    8b 46 08 48 89 44 24 28 48 8b 06 48 89 44 24 20  | ..H.F.H.I.H.D$0H.F.H.D$(H..H.D$. | 
| 1a500 |  48 85 c9 0f 8f 77 04 00 00 4c 8b 4c 24 20 48 8b    54 24 28 4c 8b 54 24 30 4c 8b 05 59 0a 09 00 49  | H....w...L.L$.H.T$(L.T$0L..Y...I | 
| 1a520 |  8b ad e8 00 00 00 8b 45 00 83 c0 01 74 03 89 45    00 48 83 ec 08 48 8d 3d 74 dd 03 00 49 8d 75 48  | .......E....t..E.H...H.=t...I.uH | 
| 1a540 |  48 89 e9 41 50 41 b8 02 00 00 00 6a 00 ff 35 fd    1c 09 00 ff 35 b7 28 09 00 6a 02 ff 35 0f 1f 09  | H..APA.....j..5.....5.(..j..5... | 
| 1a560 |  00 52 4c 89 d2 6a 02 ff 35 13 1f 09 00 ff 15 fd    2a 09 00 48 83 c4 50 48 85 c0 0f 84 80 04 00 00  | .RL..j..5.......*..H..PH........ | 
| 1a580 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 6a 01 00 00 48 83 c4 68 5b 5d 41 5c 41 5d  | H.U...x.H...H.U...j...H..h[]A\A] | 
| 1a5a0 |  41 5e 41 5f c3 0f 1f 00 48 83 fa 02 0f 84 0e 01    00 00 48 83 fa 03 0f 85 dc 00 00 00 4c 8b 56 10  | A^A_....H.........H.........L.V. | 
| 1a5c0 |  4c 8b 05 b1 09 09 00 4c 89 54 24 30 f3 0f 6f 16    48 8b 56 08 4c 8b 0e 0f 29 54 24 20 e9 3e ff ff  | L......L.T$0..o.H.V.L...)T$..>.. | 
| 1a5e0 |  ff 0f 1f 80 00 00 00 00 48 8b 49 10 48 8b 15 85    1e 09 00 4c 89 fe 48 89 ef 48 89 0c 24 e8 de a3  | ........H.I.H......L..H..H..$... | 
| 1a600 |  ff ff 48 8b 0c 24 48 85 c0 48 89 44 24 20 0f 84    8e 04 00 00 48 8b 55 10 48 83 e9 01 e9 4c fe ff  | ..H..$H..H.D$.......H.U.H....L.. | 
| 1a620 |  ff 0f 1f 80 00 00 00 00 48 8d 0d 09 0e 04 00 41    b8 03 00 00 00 48 83 ec 08 48 8b 05 f8 08 09 00  | ........H......A.....H...H...... | 
| 1a640 |  48 8d 15 47 0e 04 00 48 8d 35 b2 ef 03 00 41 54    4c 8d 0d 59 12 04 00 48 8b 38 31 c0 e8 2f b1 fe  | H..G...H.5....ATL..Y...H.81../.. | 
| 1a660 |  ff 58 be 6b 42 00 00 5a 48 8d 0d da 0d 04 00 ba    c1 06 00 00 48 8d 3d 95 f2 03 00 e8 30 b4 ff ff  | .X.kB..ZH...........H.=.....0... | 
| 1a680 |  48 83 c4 68 31 c0 5b 5d 41 5c 41 5d 41 5e 41 5f    c3 0f 1f 80 00 00 00 00 48 83 fa 02 48 8d 0d 8c  | H..h1.[]A\A]A^A_........H...H... | 
| 1a6a0 |  0d 04 00 48 8d 05 8e 0d 04 00 41 0f 9d c0 48 0f    4d c8 45 0f b6 c0 49 83 c0 02 e9 76 ff ff ff 90  | ...H......A...H.M.E...I....v.... | 
| 1a6c0 |  4c 8b 05 b1 08 09 00 4d 89 c2 e9 fd fe ff ff 90    48 8b 15 09 25 09 00 4c 89 fe 48 89 ef e8 fe a2  | L......M........H...%..L..H..... | 
| 1a6e0 |  ff ff 48 85 c0 0f 84 7d 03 00 00 48 89 44 24 30    48 8d 4b ff e9 07 fe ff ff 0f 1f 80 00 00 00 00  | ..H....}...H.D$0H.K............. | 
| 1a700 |  48 89 ef 48 89 04 24 e8 c4 aa fe ff 48 8b 04 24    48 83 c4 68 5b 5d 41 5c 41 5d 41 5e 41 5f c3 90  | H..H..$.....H..$H..h[]A\A]A^A_.. | 
| 1a720 |  48 8b 56 08 48 8b 06 48 8b 59 10 48 89 54 24 28    48 89 44 24 20 e9 7b fd ff ff 66 0f 1f 44 00 00  | H.V.H..H.Y.H.T$(H.D$..{...f..D.. | 
| 1a740 |  45 31 c9 49 8d 46 28 4a 8b 74 cd 18 48 89 44 24    18 49 39 f6 0f 84 1c 02 00 00 66 0f 1f 44 00 00  | E1.I.F(J.t..H.D$.I9.......f..D.. | 
| 1a760 |  48 8b 05 69 08 09 00 49 39 46 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 43 01 00 00 84 c0 0f  | H..i...I9F....H9F........C...... | 
| 1a780 |  84 3b 01 00 00 49 8b 56 10 48 3b 56 10 0f 85 c5    01 00 00 48 8b 46 18 49 8b 7e 18 48 39 c7 41 0f  | .;...I.V.H;V.......H.F.I.~.H9.A. | 
| 1a7a0 |  95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74 0a 48 83    ff ff 0f 85 a0 01 00 00 45 0f b6 5e 20 44 0f b6  | ..H......A..t.H.........E..^.D.. | 
| 1a7c0 |  46 20 44 89 d8 44 89 c7 c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 7a 01 00 00 41 f6  | F.D..D.....@.........@8...z...A. | 
| 1a7e0 |  c3 20 0f 85 f6 01 00 00 49 8b 7e 38 41 f6 c0 20    0f 85 8a 02 00 00 48 8b 76 38 44 0f b6 c0 41 83  | ........I.~8A.........H.v8D...A. | 
| 1a800 |  f8 01 0f 84 8d 02 00 00 41 83 f8 02 0f 84 c1 02    00 00 44 8b 07 44 8b 1e 45 39 c3 0f 85 37 01 00  | ........A.........D..D..E9...7.. | 
| 1a820 |  00 48 83 fa 01 0f 84 4b 01 00 00 0f b6 c0 4c 89    4c 24 08 48 0f af d0 48 89 0c 24 e8 d0 ab fe ff  | .H.....K......L.L$.H...H..$..... | 
| 1a840 |  48 8b 0c 24 4c 8b 4c 24 08 85 c0 0f 94 c0 0f b6    c0 0f 85 01 01 00 00 85 c0 0f 89 17 01 00 00 48  | H..$L.L$.......................H | 
| 1a860 |  c7 44 24 28 00 00 00 00 e8 b3 ac fe ff 48 85 c0    0f 85 7b 01 00 00 48 83 ec 08 48 8b 05 b7 06 09  | .D$(.........H....{...H...H..... | 
| 1a880 |  00 48 8d 0d a7 0b 04 00 48 8d 35 71 ed 03 00 6a    01 4c 8d 0d 18 10 04 00 41 b8 02 00 00 00 48 8d  | .H......H.5q...j.L......A.....H. | 
| 1a8a0 |  15 e9 0b 04 00 48 8b 38 31 c0 e8 e1 ae fe ff 59    5e be 4d 42 00 00 e9 ad fd ff ff 0f 1f 44 00 00  | .....H.81......Y^.MB.........D.. | 
| 1a8c0 |  4c 8b 05 b1 06 09 00 4d 39 c6 75 08 84 c0 0f 85    84 00 00 00 4c 39 c6 75 04 84 d2 75 7b 4c 89 f7  | L......M9.u.........L9.u...u{L.. | 
| 1a8e0 |  ba 02 00 00 00 4c 89 44 24 10 4c 89 4c 24 08 48    89 0c 24 e8 28 a9 fe ff 48 89 c7 48 85 c0 0f 84  | .....L.D$.L.L$.H..$.(...H..H.... | 
| 1a900 |  5b ff ff ff 48 3b 05 75 06 09 00 48 8b 0c 24 0f    94 c0 48 3b 3d 2f 06 09 00 4c 8b 4c 24 08 0f 94  | [...H;.u...H..$...H;=/...L.L$... | 
| 1a920 |  c2 08 c2 75 0e 4c 8b 44 24 10 4c 39 c7 0f 85 85    00 00 00 0f b6 c0 48 8b 17 85 d2 78 0d 48 83 ea  | ...u.L.D$.L9..........H....x.H.. | 
| 1a940 |  01 48 89 17 0f 84 f6 00 00 00 85 c0 0f 85 05 ff    ff ff 66 0f 1f 44 00 00 49 8d 41 01 4c 39 cb 0f  | .H................f..D..I.A.L9.. | 
| 1a960 |  84 fa fe ff ff 49 89 c1 4a 8b 74 cd 18 49 39 f6    0f 85 ea fd ff ff 4b 8b 14 cf e9 24 fb ff ff 90  | .....I..J.t..I9.......K....$.... | 
| 1a980 |  48 8d 4c 24 20 48 8d 54 24 40 4d 89 e0 4c 89 fe    4c 8d 0d f7 0a 04 00 48 89 ef e8 81 a4 ff ff 85  | H.L$.H.T$@M..L..L......H........ | 
| 1a9a0 |  c0 0f 89 62 fb ff ff be 59 42 00 00 e9 b7 fc ff    ff 0f 1f 80 00 00 00 00 4c 89 4c 24 10 48 89 4c  | ...b....YB..............L.L$.H.L | 
| 1a9c0 |  24 08 48 89 3c 24 e8 15 ac fe ff 4c 8b 4c 24 10    48 8b 4c 24 08 48 8b 3c 24 e9 58 ff ff ff 49 8d  | $.H.<$.....L.L$.H.L$.H.<$.X...I. | 
| 1a9e0 |  7e 38 41 83 e3 40 48 0f 45 7c 24 18 e9 fb fd ff    ff be 4b 42 00 00 e9 6d fc ff ff 0f 1f 44 00 00  | ~8A..@H.E|$.......KB...m.....D.. | 
| 1aa00 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 a8 00 00 00 48 8d 0d 2c 0a 04 00 ba 1a 07  | H.U...x.H...H.U.......H..,...... | 
| 1aa20 |  00 00 be a2 42 00 00 48 89 04 24 48 8d 3d de ee    03 00 e8 79 b0 ff ff 48 8b 04 24 e9 56 fb ff ff  | ....B..H..$H.=.....y...H..$.V... | 
| 1aa40 |  4c 89 4c 24 10 89 44 24 08 48 89 0c 24 e8 7e a7    fe ff 4c 8b 4c 24 10 8b 44 24 08 48 8b 0c 24 e9  | L.L$..D$.H..$.~...L.L$..D$.H..$. | 
| 1aa60 |  e6 fe ff ff 0f 1f 40 00 e8 b3 aa fe ff 48 85 c0    0f 84 0a ff ff ff be 54 42 00 00 e9 e8 fb ff ff  | ......@......H.........TB....... | 
| 1aa80 |  4c 8d 5e 28 48 83 c6 38 41 83 e0 40 49 0f 45 f3    e9 65 fd ff ff 44 0f b6 07 44 0f b6 1e e9 76 fd  | L.^(H..8A..@I.E..e...D...D....v. | 
| 1aaa0 |  ff ff e8 79 aa fe ff 48 85 c0 75 34 48 8d 0d 7c    09 04 00 41 b8 02 00 00 00 e9 77 fb ff ff 48 89  | ...y...H..u4H..|...A......w...H. | 
| 1aac0 |  ef 48 89 04 24 e8 06 a7 fe ff 48 8b 04 24 e9 43    ff ff ff 44 0f b7 07 44 0f b7 1e e9 38 fd ff ff  | .H..$.....H..$.C...D...D....8... | 
| 1aae0 |  be 43 42 00 00 e9 7e fb ff ff 66 0f 1f 44 00 00    41 57 48 8d 05 47 20 09 00 66 0f ef c0 41 56 66  | .CB...~...f..D..AWH..G...f...AVf | 
| 1ab00 |  48 0f 6e c8 41 55 49 89 fd 48 8d b8 68 fc ff ff    48 05 a0 00 00 00 41 54 49 89 d4 55 53 48 83 ec  | H.n.AUI..H..h...H.....ATI..USH.. | 
| 1ab20 |  68 48 89 44 24 50 48 8b 05 e3 01 09 00 0f 29 44    24 20 66 48 0f 6e c7 66 0f 6c c1 48 89 44 24 30  | hH.D$PH.......)D$.fH.n.f.l.H.D$0 | 
| 1ab40 |  48 c7 44 24 58 00 00 00 00 0f 29 44 24 40 48 85    c9 0f 84 71 01 00 00 48 89 cd 4c 8d 3c d6 48 83  | H.D$X.....)D$@H....q...H..L.<.H. | 
| 1ab60 |  fa 02 0f 84 d8 02 00 00 0f 8f 8a 00 00 00 48 85    d2 0f 84 91 01 00 00 48 83 fa 01 0f 85 4b 06 00  | ..............H........H.....K.. | 
| 1ab80 |  00 48 8b 06 48 8b 49 10 48 89 44 24 20 48 89 ca    4c 8b 35 a9 1f 09 00 48 85 d2 0f 8e df 03 00 00  | .H..H.I.H.D$.H..L.5....H........ | 
| 1aba0 |  31 db eb 14 0f 1f 40 00 48 8d 43 01 48 39 c2 0f    84 ab 02 00 00 48 89 c3 4c 3b 74 dd 18 75 e9 49  | 1.....@.H.C.H9.......H..L;t..u.I | 
| 1abc0 |  8b 14 df 48 89 54 24 28 48 85 d2 0f 84 b7 03 00    00 48 8d 59 ff 48 85 db 0f 8f 12 02 00 00 4c 8b  | ...H.T$(H........H.Y.H........L. | 
| 1abe0 |  4c 24 20 4c 8b 54 24 30 4c 8b 05 89 03 09 00 eb    4e 0f 1f 80 00 00 00 00 48 83 fa 03 0f 85 46 01  | L$.L.T$0L.......N.......H.....F. | 
| 1ac00 |  00 00 48 8b 46 10 48 8b 49 10 48 89 44 24 30 48    8b 46 08 48 89 44 24 28 48 8b 06 48 89 44 24 20  | ..H.F.H.I.H.D$0H.F.H.D$(H..H.D$. | 
| 1ac20 |  48 85 c9 0f 8f 77 04 00 00 4c 8b 4c 24 20 48 8b    54 24 28 4c 8b 54 24 30 4c 8b 05 39 03 09 00 49  | H....w...L.L$.H.T$(L.T$0L..9...I | 
| 1ac40 |  8b ad e8 00 00 00 8b 45 00 83 c0 01 74 03 89 45    00 48 83 ec 08 48 8d 3d f4 ce 03 00 49 8d 75 48  | .......E....t..E.H...H.=....I.uH | 
| 1ac60 |  48 89 e9 41 50 41 b8 02 00 00 00 6a 00 ff 35 dd    15 09 00 ff 35 97 21 09 00 6a 02 ff 35 c7 1e 09  | H..APA.....j..5.....5.!..j..5... | 
| 1ac80 |  00 52 4c 89 d2 6a 02 ff 35 23 1b 09 00 ff 15 dd    23 09 00 48 83 c4 50 48 85 c0 0f 84 80 04 00 00  | .RL..j..5#......#..H..PH........ | 
| 1aca0 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 6a 01 00 00 48 83 c4 68 5b 5d 41 5c 41 5d  | H.U...x.H...H.U...j...H..h[]A\A] | 
| 1acc0 |  41 5e 41 5f c3 0f 1f 00 48 83 fa 02 0f 84 0e 01    00 00 48 83 fa 03 0f 85 dc 00 00 00 4c 8b 56 10  | A^A_....H.........H.........L.V. | 
| 1ace0 |  4c 8b 05 91 02 09 00 4c 89 54 24 30 f3 0f 6f 16    48 8b 56 08 4c 8b 0e 0f 29 54 24 20 e9 3e ff ff  | L......L.T$0..o.H.V.L...)T$..>.. | 
| 1ad00 |  ff 0f 1f 80 00 00 00 00 48 8b 49 10 48 8b 15 95    1a 09 00 4c 89 fe 48 89 ef 48 89 0c 24 e8 be 9c  | ........H.I.H......L..H..H..$... | 
| 1ad20 |  ff ff 48 8b 0c 24 48 85 c0 48 89 44 24 20 0f 84    8e 04 00 00 48 8b 55 10 48 83 e9 01 e9 4f fe ff  | ..H..$H..H.D$.......H.U.H....O.. | 
| 1ad40 |  ff 0f 1f 80 00 00 00 00 48 8d 0d e9 06 04 00 41    b8 03 00 00 00 48 83 ec 08 48 8b 05 d8 01 09 00  | ........H......A.....H...H...... | 
| 1ad60 |  48 8d 15 a7 07 04 00 48 8d 35 92 e8 03 00 41 54    4c 8d 0d 39 0b 04 00 48 8b 38 31 c0 e8 0f aa fe  | H......H.5....ATL..9...H.81..... | 
| 1ad80 |  ff 58 be 27 4d 00 00 5a 48 8d 0d ba 06 04 00 ba    5f 0c 00 00 48 8d 3d 9d eb 03 00 e8 10 ad ff ff  | .X.'M..ZH......._...H.=......... | 
| 1ada0 |  48 83 c4 68 31 c0 5b 5d 41 5c 41 5d 41 5e 41 5f    c3 0f 1f 80 00 00 00 00 48 83 fa 02 48 8d 0d 6c  | H..h1.[]A\A]A^A_........H...H..l | 
| 1adc0 |  06 04 00 48 8d 05 6e 06 04 00 41 0f 9d c0 48 0f    4d c8 45 0f b6 c0 49 83 c0 02 e9 76 ff ff ff 90  | ...H..n...A...H.M.E...I....v.... | 
| 1ade0 |  4c 8b 05 91 01 09 00 4d 89 c2 e9 fd fe ff ff 90    48 8b 15 e9 1d 09 00 4c 89 fe 48 89 ef e8 de 9b  | L......M........H......L..H..... | 
| 1ae00 |  ff ff 48 85 c0 0f 84 7d 03 00 00 48 89 44 24 30    48 8d 4b ff e9 07 fe ff ff 0f 1f 80 00 00 00 00  | ..H....}...H.D$0H.K............. | 
| 1ae20 |  48 89 ef 48 89 04 24 e8 a4 a3 fe ff 48 8b 04 24    48 83 c4 68 5b 5d 41 5c 41 5d 41 5e 41 5f c3 90  | H..H..$.....H..$H..h[]A\A]A^A_.. | 
| 1ae40 |  48 8b 56 08 48 8b 06 48 8b 59 10 48 89 54 24 28    48 89 44 24 20 e9 7b fd ff ff 66 0f 1f 44 00 00  | H.V.H..H.Y.H.T$(H.D$..{...f..D.. | 
| 1ae60 |  45 31 c9 49 8d 46 28 4a 8b 74 cd 18 48 89 44 24    18 49 39 f6 0f 84 1c 02 00 00 66 0f 1f 44 00 00  | E1.I.F(J.t..H.D$.I9.......f..D.. | 
| 1ae80 |  48 8b 05 49 01 09 00 49 39 46 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 43 01 00 00 84 c0 0f  | H..I...I9F....H9F........C...... | 
| 1aea0 |  84 3b 01 00 00 49 8b 56 10 48 3b 56 10 0f 85 c5    01 00 00 48 8b 46 18 49 8b 7e 18 48 39 c7 41 0f  | .;...I.V.H;V.......H.F.I.~.H9.A. | 
| 1aec0 |  95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74 0a 48 83    ff ff 0f 85 a0 01 00 00 45 0f b6 5e 20 44 0f b6  | ..H......A..t.H.........E..^.D.. | 
| 1aee0 |  46 20 44 89 d8 44 89 c7 c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 7a 01 00 00 41 f6  | F.D..D.....@.........@8...z...A. | 
| 1af00 |  c3 20 0f 85 f6 01 00 00 49 8b 7e 38 41 f6 c0 20    0f 85 8a 02 00 00 48 8b 76 38 44 0f b6 c0 41 83  | ........I.~8A.........H.v8D...A. | 
| 1af20 |  f8 01 0f 84 8d 02 00 00 41 83 f8 02 0f 84 c1 02    00 00 44 8b 07 44 8b 1e 45 39 c3 0f 85 37 01 00  | ........A.........D..D..E9...7.. | 
| 1af40 |  00 48 83 fa 01 0f 84 4b 01 00 00 0f b6 c0 4c 89    4c 24 08 48 0f af d0 48 89 0c 24 e8 b0 a4 fe ff  | .H.....K......L.L$.H...H..$..... | 
| 1af60 |  48 8b 0c 24 4c 8b 4c 24 08 85 c0 0f 94 c0 0f b6    c0 0f 85 01 01 00 00 85 c0 0f 89 17 01 00 00 48  | H..$L.L$.......................H | 
| 1af80 |  c7 44 24 28 00 00 00 00 e8 93 a5 fe ff 48 85 c0    0f 85 7b 01 00 00 48 83 ec 08 48 8b 05 97 ff 08  | .D$(.........H....{...H...H..... | 
| 1afa0 |  00 48 8d 0d 87 04 04 00 48 8d 35 51 e6 03 00 6a    01 4c 8d 0d f8 08 04 00 41 b8 02 00 00 00 48 8d  | .H......H.5Q...j.L......A.....H. | 
| 1afc0 |  15 49 05 04 00 48 8b 38 31 c0 e8 c1 a7 fe ff 59    5e be 09 4d 00 00 e9 ad fd ff ff 0f 1f 44 00 00  | .I...H.81......Y^..M.........D.. | 
| 1afe0 |  4c 8b 05 91 ff 08 00 4d 39 c6 75 08 84 c0 0f 85    84 00 00 00 4c 39 c6 75 04 84 d2 75 7b 4c 89 f7  | L......M9.u.........L9.u...u{L.. | 
| 1b000 |  ba 02 00 00 00 4c 89 44 24 10 4c 89 4c 24 08 48    89 0c 24 e8 08 a2 fe ff 48 89 c7 48 85 c0 0f 84  | .....L.D$.L.L$.H..$.....H..H.... | 
| 1b020 |  5b ff ff ff 48 3b 05 55 ff 08 00 48 8b 0c 24 0f    94 c0 48 3b 3d 0f ff 08 00 4c 8b 4c 24 08 0f 94  | [...H;.U...H..$...H;=....L.L$... | 
| 1b040 |  c2 08 c2 75 0e 4c 8b 44 24 10 4c 39 c7 0f 85 85    00 00 00 0f b6 c0 48 8b 17 85 d2 78 0d 48 83 ea  | ...u.L.D$.L9..........H....x.H.. | 
| 1b060 |  01 48 89 17 0f 84 f6 00 00 00 85 c0 0f 85 05 ff    ff ff 66 0f 1f 44 00 00 49 8d 41 01 4c 39 cb 0f  | .H................f..D..I.A.L9.. | 
| 1b080 |  84 fa fe ff ff 49 89 c1 4a 8b 74 cd 18 49 39 f6    0f 85 ea fd ff ff 4b 8b 14 cf e9 24 fb ff ff 90  | .....I..J.t..I9.......K....$.... | 
| 1b0a0 |  48 8d 4c 24 20 48 8d 54 24 40 4d 89 e0 4c 89 fe    4c 8d 0d 57 04 04 00 48 89 ef e8 61 9d ff ff 85  | H.L$.H.T$@M..L..L..W...H...a.... | 
| 1b0c0 |  c0 0f 89 62 fb ff ff be 15 4d 00 00 e9 b7 fc ff    ff 0f 1f 80 00 00 00 00 4c 89 4c 24 10 48 89 4c  | ...b.....M..............L.L$.H.L | 
| 1b0e0 |  24 08 48 89 3c 24 e8 f5 a4 fe ff 4c 8b 4c 24 10    48 8b 4c 24 08 48 8b 3c 24 e9 58 ff ff ff 49 8d  | $.H.<$.....L.L$.H.L$.H.<$.X...I. | 
| 1b100 |  7e 38 41 83 e3 40 48 0f 45 7c 24 18 e9 fb fd ff    ff be 07 4d 00 00 e9 6d fc ff ff 0f 1f 44 00 00  | ~8A..@H.E|$........M...m.....D.. | 
| 1b120 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 a8 00 00 00 48 8d 0d 0c 03 04 00 ba a7 0c  | H.U...x.H...H.U.......H......... | 
| 1b140 |  00 00 be 5e 4d 00 00 48 89 04 24 48 8d 3d e6 e7    03 00 e8 59 a9 ff ff 48 8b 04 24 e9 56 fb ff ff  | ...^M..H..$H.=.....Y...H..$.V... | 
| 1b160 |  4c 89 4c 24 10 89 44 24 08 48 89 0c 24 e8 5e a0    fe ff 4c 8b 4c 24 10 8b 44 24 08 48 8b 0c 24 e9  | L.L$..D$.H..$.^...L.L$..D$.H..$. | 
| 1b180 |  e6 fe ff ff 0f 1f 40 00 e8 93 a3 fe ff 48 85 c0    0f 84 0a ff ff ff be 10 4d 00 00 e9 e8 fb ff ff  | ......@......H..........M....... | 
| 1b1a0 |  4c 8d 5e 28 48 83 c6 38 41 83 e0 40 49 0f 45 f3    e9 65 fd ff ff 44 0f b6 07 44 0f b6 1e e9 76 fd  | L.^(H..8A..@I.E..e...D...D....v. | 
| 1b1c0 |  ff ff e8 59 a3 fe ff 48 85 c0 75 34 48 8d 0d 5c    02 04 00 41 b8 02 00 00 00 e9 77 fb ff ff 48 89  | ...Y...H..u4H..\...A......w...H. | 
| 1b1e0 |  ef 48 89 04 24 e8 e6 9f fe ff 48 8b 04 24 e9 43    ff ff ff 44 0f b7 07 44 0f b7 1e e9 38 fd ff ff  | .H..$.....H..$.C...D...D....8... | 
| 1b200 |  be ff 4c 00 00 e9 7e fb ff ff 66 0f 1f 44 00 00    41 57 48 8d 05 77 14 09 00 66 0f ef c0 41 56 66  | ..L...~...f..D..AWH..w...f...AVf | 
| 1b220 |  48 0f 6e c8 41 55 49 89 fd 48 8d b8 50 01 00 00    48 05 50 05 00 00 41 54 49 89 d4 55 53 48 83 ec  | H.n.AUI..H..P...H.P...ATI..USH.. | 
| 1b240 |  68 48 89 44 24 50 48 8b 05 c3 fa 08 00 0f 29 44    24 20 66 48 0f 6e c7 66 0f 6c c1 48 89 44 24 30  | hH.D$PH.......)D$.fH.n.f.l.H.D$0 | 
| 1b260 |  48 c7 44 24 58 00 00 00 00 0f 29 44 24 40 48 85    c9 0f 84 71 01 00 00 48 89 cd 4c 8d 3c d6 48 83  | H.D$X.....)D$@H....q...H..L.<.H. | 
| 1b280 |  fa 02 0f 84 d8 02 00 00 0f 8f 8a 00 00 00 48 85    d2 0f 84 91 01 00 00 48 83 fa 01 0f 85 4b 06 00  | ..............H........H.....K.. | 
| 1b2a0 |  00 48 8b 06 48 8b 49 10 48 89 44 24 20 48 89 ca    4c 8b 35 d9 13 09 00 48 85 d2 0f 8e df 03 00 00  | .H..H.I.H.D$.H..L.5....H........ | 
| 1b2c0 |  31 db eb 14 0f 1f 40 00 48 8d 43 01 48 39 c2 0f    84 ab 02 00 00 48 89 c3 4c 3b 74 dd 18 75 e9 49  | 1.....@.H.C.H9.......H..L;t..u.I | 
| 1b2e0 |  8b 14 df 48 89 54 24 28 48 85 d2 0f 84 b7 03 00    00 48 8d 59 ff 48 85 db 0f 8f 12 02 00 00 4c 8b  | ...H.T$(H........H.Y.H........L. | 
| 1b300 |  4c 24 20 4c 8b 54 24 30 4c 8b 05 69 fc 08 00 eb    4e 0f 1f 80 00 00 00 00 48 83 fa 03 0f 85 46 01  | L$.L.T$0L..i....N.......H.....F. | 
| 1b320 |  00 00 48 8b 46 10 48 8b 49 10 48 89 44 24 30 48    8b 46 08 48 89 44 24 28 48 8b 06 48 89 44 24 20  | ..H.F.H.I.H.D$0H.F.H.D$(H..H.D$. | 
| 1b340 |  48 85 c9 0f 8f 77 04 00 00 4c 8b 4c 24 20 48 8b    54 24 28 4c 8b 54 24 30 4c 8b 05 19 fc 08 00 49  | H....w...L.L$.H.T$(L.T$0L......I | 
| 1b360 |  8b ad e8 00 00 00 8b 45 00 83 c0 01 74 03 89 45    00 48 83 ec 08 48 8d 3d f4 d6 03 00 49 8d 75 20  | .......E....t..E.H...H.=....I.u. | 
| 1b380 |  48 89 e9 41 50 41 b8 02 00 00 00 6a 00 ff 35 bd    0e 09 00 ff 35 77 1a 09 00 6a 01 ff 35 f7 12 09  | H..APA.....j..5.....5w...j..5... | 
| 1b3a0 |  00 52 4c 89 d2 6a 00 ff 35 3b 14 09 00 ff 15 bd    1c 09 00 48 83 c4 50 48 85 c0 0f 84 80 04 00 00  | .RL..j..5;.........H..PH........ | 
| 1b3c0 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 6a 01 00 00 48 83 c4 68 5b 5d 41 5c 41 5d  | H.U...x.H...H.U...j...H..h[]A\A] | 
| 1b3e0 |  41 5e 41 5f c3 0f 1f 00 48 83 fa 02 0f 84 0e 01    00 00 48 83 fa 03 0f 85 dc 00 00 00 4c 8b 56 10  | A^A_....H.........H.........L.V. | 
| 1b400 |  4c 8b 05 71 fb 08 00 4c 89 54 24 30 f3 0f 6f 16    48 8b 56 08 4c 8b 0e 0f 29 54 24 20 e9 3e ff ff  | L..q...L.T$0..o.H.V.L...)T$..>.. | 
| 1b420 |  ff 0f 1f 80 00 00 00 00 48 8b 49 10 48 8b 15 ad    13 09 00 4c 89 fe 48 89 ef 48 89 0c 24 e8 9e 95  | ........H.I.H......L..H..H..$... | 
| 1b440 |  ff ff 48 8b 0c 24 48 85 c0 48 89 44 24 20 0f 84    8e 04 00 00 48 8b 55 10 48 83 e9 01 e9 4f fe ff  | ..H..$H..H.D$.......H.U.H....O.. | 
| 1b460 |  ff 0f 1f 80 00 00 00 00 48 8d 0d c9 ff 03 00 41    b8 03 00 00 00 48 83 ec 08 48 8b 05 b8 fa 08 00  | ........H......A.....H...H...... | 
| 1b480 |  48 8d 15 8c 00 04 00 48 8d 35 72 e1 03 00 41 54    4c 8d 0d 19 04 04 00 48 8b 38 31 c0 e8 ef a2 fe  | H......H.5r...ATL......H.81..... | 
| 1b4a0 |  ff 58 be b4 46 00 00 5a 48 8d 0d 9a ff 03 00 ba    d9 08 00 00 48 8d 3d a5 e4 03 00 e8 f0 a5 ff ff  | .X..F..ZH...........H.=......... | 
| 1b4c0 |  48 83 c4 68 31 c0 5b 5d 41 5c 41 5d 41 5e 41 5f    c3 0f 1f 80 00 00 00 00 48 83 fa 02 48 8d 0d 4c  | H..h1.[]A\A]A^A_........H...H..L | 
| 1b4e0 |  ff 03 00 48 8d 05 4e ff 03 00 41 0f 9d c0 48 0f    4d c8 45 0f b6 c0 49 83 c0 02 e9 76 ff ff ff 90  | ...H..N...A...H.M.E...I....v.... | 
| 1b500 |  4c 8b 05 71 fa 08 00 4d 89 c2 e9 fd fe ff ff 90    48 8b 15 c9 16 09 00 4c 89 fe 48 89 ef e8 be 94  | L..q...M........H......L..H..... | 
| 1b520 |  ff ff 48 85 c0 0f 84 7d 03 00 00 48 89 44 24 30    48 8d 4b ff e9 07 fe ff ff 0f 1f 80 00 00 00 00  | ..H....}...H.D$0H.K............. | 
| 1b540 |  48 89 ef 48 89 04 24 e8 84 9c fe ff 48 8b 04 24    48 83 c4 68 5b 5d 41 5c 41 5d 41 5e 41 5f c3 90  | H..H..$.....H..$H..h[]A\A]A^A_.. | 
| 1b560 |  48 8b 56 08 48 8b 06 48 8b 59 10 48 89 54 24 28    48 89 44 24 20 e9 7b fd ff ff 66 0f 1f 44 00 00  | H.V.H..H.Y.H.T$(H.D$..{...f..D.. | 
| 1b580 |  45 31 c9 49 8d 46 28 4a 8b 74 cd 18 48 89 44 24    18 49 39 f6 0f 84 1c 02 00 00 66 0f 1f 44 00 00  | E1.I.F(J.t..H.D$.I9.......f..D.. | 
| 1b5a0 |  48 8b 05 29 fa 08 00 49 39 46 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 43 01 00 00 84 c0 0f  | H..)...I9F....H9F........C...... | 
| 1b5c0 |  84 3b 01 00 00 49 8b 56 10 48 3b 56 10 0f 85 c5    01 00 00 48 8b 46 18 49 8b 7e 18 48 39 c7 41 0f  | .;...I.V.H;V.......H.F.I.~.H9.A. | 
| 1b5e0 |  95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74 0a 48 83    ff ff 0f 85 a0 01 00 00 45 0f b6 5e 20 44 0f b6  | ..H......A..t.H.........E..^.D.. | 
| 1b600 |  46 20 44 89 d8 44 89 c7 c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 7a 01 00 00 41 f6  | F.D..D.....@.........@8...z...A. | 
| 1b620 |  c3 20 0f 85 f6 01 00 00 49 8b 7e 38 41 f6 c0 20    0f 85 8a 02 00 00 48 8b 76 38 44 0f b6 c0 41 83  | ........I.~8A.........H.v8D...A. | 
| 1b640 |  f8 01 0f 84 8d 02 00 00 41 83 f8 02 0f 84 c1 02    00 00 44 8b 07 44 8b 1e 45 39 c3 0f 85 37 01 00  | ........A.........D..D..E9...7.. | 
| 1b660 |  00 48 83 fa 01 0f 84 4b 01 00 00 0f b6 c0 4c 89    4c 24 08 48 0f af d0 48 89 0c 24 e8 90 9d fe ff  | .H.....K......L.L$.H...H..$..... | 
| 1b680 |  48 8b 0c 24 4c 8b 4c 24 08 85 c0 0f 94 c0 0f b6    c0 0f 85 01 01 00 00 85 c0 0f 89 17 01 00 00 48  | H..$L.L$.......................H | 
| 1b6a0 |  c7 44 24 28 00 00 00 00 e8 73 9e fe ff 48 85 c0    0f 85 7b 01 00 00 48 83 ec 08 48 8b 05 77 f8 08  | .D$(.....s...H....{...H...H..w.. | 
| 1b6c0 |  00 48 8d 0d 67 fd 03 00 48 8d 35 31 df 03 00 6a    01 4c 8d 0d d8 01 04 00 41 b8 02 00 00 00 48 8d  | .H..g...H.51...j.L......A.....H. | 
| 1b6e0 |  15 2e fe 03 00 48 8b 38 31 c0 e8 a1 a0 fe ff 59    5e be 96 46 00 00 e9 ad fd ff ff 0f 1f 44 00 00  | .....H.81......Y^..F.........D.. | 
| 1b700 |  4c 8b 05 71 f8 08 00 4d 39 c6 75 08 84 c0 0f 85    84 00 00 00 4c 39 c6 75 04 84 d2 75 7b 4c 89 f7  | L..q...M9.u.........L9.u...u{L.. | 
| 1b720 |  ba 02 00 00 00 4c 89 44 24 10 4c 89 4c 24 08 48    89 0c 24 e8 e8 9a fe ff 48 89 c7 48 85 c0 0f 84  | .....L.D$.L.L$.H..$.....H..H.... | 
| 1b740 |  5b ff ff ff 48 3b 05 35 f8 08 00 48 8b 0c 24 0f    94 c0 48 3b 3d ef f7 08 00 4c 8b 4c 24 08 0f 94  | [...H;.5...H..$...H;=....L.L$... | 
| 1b760 |  c2 08 c2 75 0e 4c 8b 44 24 10 4c 39 c7 0f 85 85    00 00 00 0f b6 c0 48 8b 17 85 d2 78 0d 48 83 ea  | ...u.L.D$.L9..........H....x.H.. | 
| 1b780 |  01 48 89 17 0f 84 f6 00 00 00 85 c0 0f 85 05 ff    ff ff 66 0f 1f 44 00 00 49 8d 41 01 4c 39 cb 0f  | .H................f..D..I.A.L9.. | 
| 1b7a0 |  84 fa fe ff ff 49 89 c1 4a 8b 74 cd 18 49 39 f6    0f 85 ea fd ff ff 4b 8b 14 cf e9 24 fb ff ff 90  | .....I..J.t..I9.......K....$.... | 
| 1b7c0 |  48 8d 4c 24 20 48 8d 54 24 40 4d 89 e0 4c 89 fe    4c 8d 0d 3c fd 03 00 48 89 ef e8 41 96 ff ff 85  | H.L$.H.T$@M..L..L..<...H...A.... | 
| 1b7e0 |  c0 0f 89 62 fb ff ff be a2 46 00 00 e9 b7 fc ff    ff 0f 1f 80 00 00 00 00 4c 89 4c 24 10 48 89 4c  | ...b.....F..............L.L$.H.L | 
| 1b800 |  24 08 48 89 3c 24 e8 d5 9d fe ff 4c 8b 4c 24 10    48 8b 4c 24 08 48 8b 3c 24 e9 58 ff ff ff 49 8d  | $.H.<$.....L.L$.H.L$.H.<$.X...I. | 
| 1b820 |  7e 38 41 83 e3 40 48 0f 45 7c 24 18 e9 fb fd ff    ff be 94 46 00 00 e9 6d fc ff ff 0f 1f 44 00 00  | ~8A..@H.E|$........F...m.....D.. | 
| 1b840 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 a8 00 00 00 48 8d 0d ec fb 03 00 ba 2d 09  | H.U...x.H...H.U.......H.......-. | 
| 1b860 |  00 00 be eb 46 00 00 48 89 04 24 48 8d 3d ee e0    03 00 e8 39 a2 ff ff 48 8b 04 24 e9 56 fb ff ff  | ....F..H..$H.=.....9...H..$.V... | 
| 1b880 |  4c 89 4c 24 10 89 44 24 08 48 89 0c 24 e8 3e 99    fe ff 4c 8b 4c 24 10 8b 44 24 08 48 8b 0c 24 e9  | L.L$..D$.H..$.>...L.L$..D$.H..$. | 
| 1b8a0 |  e6 fe ff ff 0f 1f 40 00 e8 73 9c fe ff 48 85 c0    0f 84 0a ff ff ff be 9d 46 00 00 e9 e8 fb ff ff  | ......@..s...H..........F....... | 
| 1b8c0 |  4c 8d 5e 28 48 83 c6 38 41 83 e0 40 49 0f 45 f3    e9 65 fd ff ff 44 0f b6 07 44 0f b6 1e e9 76 fd  | L.^(H..8A..@I.E..e...D...D....v. | 
| 1b8e0 |  ff ff e8 39 9c fe ff 48 85 c0 75 34 48 8d 0d 3c    fb 03 00 41 b8 02 00 00 00 e9 77 fb ff ff 48 89  | ...9...H..u4H..<...A......w...H. | 
| 1b900 |  ef 48 89 04 24 e8 c6 98 fe ff 48 8b 04 24 e9 43    ff ff ff 44 0f b7 07 44 0f b7 1e e9 38 fd ff ff  | .H..$.....H..$.C...D...D....8... | 
| 1b920 |  be 8c 46 00 00 e9 7e fb ff ff 66 0f 1f 44 00 00    41 57 48 8d 05 f7 09 09 00 66 0f ef c0 41 56 66  | ..F...~...f..D..AWH......f...AVf | 
| 1b940 |  48 0f 6e c8 41 55 49 89 fd 48 8d b8 50 ff ff ff    48 05 b0 08 00 00 41 54 49 89 d4 55 53 48 83 ec  | H.n.AUI..H..P...H.....ATI..USH.. | 
| 1b960 |  68 48 89 44 24 50 48 8b 05 a3 f3 08 00 0f 29 44    24 20 66 48 0f 6e c7 66 0f 6c c1 48 89 44 24 30  | hH.D$PH.......)D$.fH.n.f.l.H.D$0 | 
| 1b980 |  48 c7 44 24 58 00 00 00 00 0f 29 44 24 40 48 85    c9 0f 84 71 01 00 00 48 89 cd 4c 8d 3c d6 48 83  | H.D$X.....)D$@H....q...H..L.<.H. | 
| 1b9a0 |  fa 02 0f 84 d8 02 00 00 0f 8f 8a 00 00 00 48 85    d2 0f 84 91 01 00 00 48 83 fa 01 0f 85 4b 06 00  | ..............H........H.....K.. | 
| 1b9c0 |  00 48 8b 06 48 8b 49 10 48 89 44 24 20 48 89 ca    4c 8b 35 59 09 09 00 48 85 d2 0f 8e df 03 00 00  | .H..H.I.H.D$.H..L.5Y...H........ | 
| 1b9e0 |  31 db eb 14 0f 1f 40 00 48 8d 43 01 48 39 c2 0f    84 ab 02 00 00 48 89 c3 4c 3b 74 dd 18 75 e9 49  | 1.....@.H.C.H9.......H..L;t..u.I | 
| 1ba00 |  8b 14 df 48 89 54 24 28 48 85 d2 0f 84 b7 03 00    00 48 8d 59 ff 48 85 db 0f 8f 12 02 00 00 4c 8b  | ...H.T$(H........H.Y.H........L. | 
| 1ba20 |  4c 24 20 4c 8b 54 24 30 4c 8b 05 49 f5 08 00 eb    4e 0f 1f 80 00 00 00 00 48 83 fa 03 0f 85 46 01  | L$.L.T$0L..I....N.......H.....F. | 
| 1ba40 |  00 00 48 8b 46 10 48 8b 49 10 48 89 44 24 30 48    8b 46 08 48 89 44 24 28 48 8b 06 48 89 44 24 20  | ..H.F.H.I.H.D$0H.F.H.D$(H..H.D$. | 
| 1ba60 |  48 85 c9 0f 8f 77 04 00 00 4c 8b 4c 24 20 48 8b    54 24 28 4c 8b 54 24 30 4c 8b 05 f9 f4 08 00 49  | H....w...L.L$.H.T$(L.T$0L......I | 
| 1ba80 |  8b ad e8 00 00 00 8b 45 00 83 c0 01 74 03 89 45    00 48 83 ec 08 48 8d 3d 64 c5 03 00 49 8d 75 48  | .......E....t..E.H...H.=d...I.uH | 
| 1baa0 |  48 89 e9 41 50 41 b8 02 00 00 00 6a 00 ff 35 9d    07 09 00 ff 35 57 13 09 00 6a 02 ff 35 77 08 09  | H..APA.....j..5.....5W...j..5w.. | 
| 1bac0 |  00 52 4c 89 d2 6a 02 ff 35 bb 07 09 00 ff 15 9d    15 09 00 48 83 c4 50 48 85 c0 0f 84 80 04 00 00  | .RL..j..5..........H..PH........ | 
| 1bae0 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 6a 01 00 00 48 83 c4 68 5b 5d 41 5c 41 5d  | H.U...x.H...H.U...j...H..h[]A\A] | 
| 1bb00 |  41 5e 41 5f c3 0f 1f 00 48 83 fa 02 0f 84 0e 01    00 00 48 83 fa 03 0f 85 dc 00 00 00 4c 8b 56 10  | A^A_....H.........H.........L.V. | 
| 1bb20 |  4c 8b 05 51 f4 08 00 4c 89 54 24 30 f3 0f 6f 16    48 8b 56 08 4c 8b 0e 0f 29 54 24 20 e9 3e ff ff  | L..Q...L.T$0..o.H.V.L...)T$..>.. | 
| 1bb40 |  ff 0f 1f 80 00 00 00 00 48 8b 49 10 48 8b 15 2d    07 09 00 4c 89 fe 48 89 ef 48 89 0c 24 e8 7e 8e  | ........H.I.H..-...L..H..H..$.~. | 
| 1bb60 |  ff ff 48 8b 0c 24 48 85 c0 48 89 44 24 20 0f 84    8e 04 00 00 48 8b 55 10 48 83 e9 01 e9 4f fe ff  | ..H..$H..H.D$.......H.U.H....O.. | 
| 1bb80 |  ff 0f 1f 80 00 00 00 00 48 8d 0d a9 f8 03 00 41    b8 03 00 00 00 48 83 ec 08 48 8b 05 98 f3 08 00  | ........H......A.....H...H...... | 
| 1bba0 |  48 8d 15 75 f9 03 00 48 8d 35 52 da 03 00 41 54    4c 8d 0d f9 fc 03 00 48 8b 38 31 c0 e8 cf 9b fe  | H..u...H.5R...ATL......H.81..... | 
| 1bbc0 |  ff 58 be 07 29 00 00 5a 48 8d 0d 7a f8 03 00 ba    c0 01 00 00 48 8d 3d b5 dd 03 00 e8 d0 9e ff ff  | .X..)..ZH..z........H.=......... | 
| 1bbe0 |  48 83 c4 68 31 c0 5b 5d 41 5c 41 5d 41 5e 41 5f    c3 0f 1f 80 00 00 00 00 48 83 fa 02 48 8d 0d 2c  | H..h1.[]A\A]A^A_........H...H.., | 
| 1bc00 |  f8 03 00 48 8d 05 2e f8 03 00 41 0f 9d c0 48 0f    4d c8 45 0f b6 c0 49 83 c0 02 e9 76 ff ff ff 90  | ...H......A...H.M.E...I....v.... | 
| 1bc20 |  4c 8b 05 51 f3 08 00 4d 89 c2 e9 fd fe ff ff 90    48 8b 15 a9 0f 09 00 4c 89 fe 48 89 ef e8 9e 8d  | L..Q...M........H......L..H..... | 
| 1bc40 |  ff ff 48 85 c0 0f 84 7d 03 00 00 48 89 44 24 30    48 8d 4b ff e9 07 fe ff ff 0f 1f 80 00 00 00 00  | ..H....}...H.D$0H.K............. | 
| 1bc60 |  48 89 ef 48 89 04 24 e8 64 95 fe ff 48 8b 04 24    48 83 c4 68 5b 5d 41 5c 41 5d 41 5e 41 5f c3 90  | H..H..$.d...H..$H..h[]A\A]A^A_.. | 
| 1bc80 |  48 8b 56 08 48 8b 06 48 8b 59 10 48 89 54 24 28    48 89 44 24 20 e9 7b fd ff ff 66 0f 1f 44 00 00  | H.V.H..H.Y.H.T$(H.D$..{...f..D.. | 
| 1bca0 |  45 31 c9 49 8d 46 28 4a 8b 74 cd 18 48 89 44 24    18 49 39 f6 0f 84 1c 02 00 00 66 0f 1f 44 00 00  | E1.I.F(J.t..H.D$.I9.......f..D.. | 
| 1bcc0 |  48 8b 05 09 f3 08 00 49 39 46 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 43 01 00 00 84 c0 0f  | H......I9F....H9F........C...... | 
| 1bce0 |  84 3b 01 00 00 49 8b 56 10 48 3b 56 10 0f 85 c5    01 00 00 48 8b 46 18 49 8b 7e 18 48 39 c7 41 0f  | .;...I.V.H;V.......H.F.I.~.H9.A. | 
| 1bd00 |  95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74 0a 48 83    ff ff 0f 85 a0 01 00 00 45 0f b6 5e 20 44 0f b6  | ..H......A..t.H.........E..^.D.. | 
| 1bd20 |  46 20 44 89 d8 44 89 c7 c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 7a 01 00 00 41 f6  | F.D..D.....@.........@8...z...A. | 
| 1bd40 |  c3 20 0f 85 f6 01 00 00 49 8b 7e 38 41 f6 c0 20    0f 85 8a 02 00 00 48 8b 76 38 44 0f b6 c0 41 83  | ........I.~8A.........H.v8D...A. | 
| 1bd60 |  f8 01 0f 84 8d 02 00 00 41 83 f8 02 0f 84 c1 02    00 00 44 8b 07 44 8b 1e 45 39 c3 0f 85 37 01 00  | ........A.........D..D..E9...7.. | 
| 1bd80 |  00 48 83 fa 01 0f 84 4b 01 00 00 0f b6 c0 4c 89    4c 24 08 48 0f af d0 48 89 0c 24 e8 70 96 fe ff  | .H.....K......L.L$.H...H..$.p... | 
| 1bda0 |  48 8b 0c 24 4c 8b 4c 24 08 85 c0 0f 94 c0 0f b6    c0 0f 85 01 01 00 00 85 c0 0f 89 17 01 00 00 48  | H..$L.L$.......................H | 
| 1bdc0 |  c7 44 24 28 00 00 00 00 e8 53 97 fe ff 48 85 c0    0f 85 7b 01 00 00 48 83 ec 08 48 8b 05 57 f1 08  | .D$(.....S...H....{...H...H..W.. | 
| 1bde0 |  00 48 8d 0d 47 f6 03 00 48 8d 35 11 d8 03 00 6a    01 4c 8d 0d b8 fa 03 00 41 b8 02 00 00 00 48 8d  | .H..G...H.5....j.L......A.....H. | 
| 1be00 |  15 17 f7 03 00 48 8b 38 31 c0 e8 81 99 fe ff 59    5e be e9 28 00 00 e9 ad fd ff ff 0f 1f 44 00 00  | .....H.81......Y^..(.........D.. | 
| 1be20 |  4c 8b 05 51 f1 08 00 4d 39 c6 75 08 84 c0 0f 85    84 00 00 00 4c 39 c6 75 04 84 d2 75 7b 4c 89 f7  | L..Q...M9.u.........L9.u...u{L.. | 
| 1be40 |  ba 02 00 00 00 4c 89 44 24 10 4c 89 4c 24 08 48    89 0c 24 e8 c8 93 fe ff 48 89 c7 48 85 c0 0f 84  | .....L.D$.L.L$.H..$.....H..H.... | 
| 1be60 |  5b ff ff ff 48 3b 05 15 f1 08 00 48 8b 0c 24 0f    94 c0 48 3b 3d cf f0 08 00 4c 8b 4c 24 08 0f 94  | [...H;.....H..$...H;=....L.L$... | 
| 1be80 |  c2 08 c2 75 0e 4c 8b 44 24 10 4c 39 c7 0f 85 85    00 00 00 0f b6 c0 48 8b 17 85 d2 78 0d 48 83 ea  | ...u.L.D$.L9..........H....x.H.. | 
| 1bea0 |  01 48 89 17 0f 84 f6 00 00 00 85 c0 0f 85 05 ff    ff ff 66 0f 1f 44 00 00 49 8d 41 01 4c 39 cb 0f  | .H................f..D..I.A.L9.. | 
| 1bec0 |  84 fa fe ff ff 49 89 c1 4a 8b 74 cd 18 49 39 f6    0f 85 ea fd ff ff 4b 8b 14 cf e9 24 fb ff ff 90  | .....I..J.t..I9.......K....$.... | 
| 1bee0 |  48 8d 4c 24 20 48 8d 54 24 40 4d 89 e0 4c 89 fe    4c 8d 0d 25 f6 03 00 48 89 ef e8 21 8f ff ff 85  | H.L$.H.T$@M..L..L..%...H...!.... | 
| 1bf00 |  c0 0f 89 62 fb ff ff be f5 28 00 00 e9 b7 fc ff    ff 0f 1f 80 00 00 00 00 4c 89 4c 24 10 48 89 4c  | ...b.....(..............L.L$.H.L | 
| 1bf20 |  24 08 48 89 3c 24 e8 b5 96 fe ff 4c 8b 4c 24 10    48 8b 4c 24 08 48 8b 3c 24 e9 58 ff ff ff 49 8d  | $.H.<$.....L.L$.H.L$.H.<$.X...I. | 
| 1bf40 |  7e 38 41 83 e3 40 48 0f 45 7c 24 18 e9 fb fd ff    ff be e7 28 00 00 e9 6d fc ff ff 0f 1f 44 00 00  | ~8A..@H.E|$........(...m.....D.. | 
| 1bf60 |  48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55 00    0f 84 a8 00 00 00 48 8d 0d cc f4 03 00 ba ef 01  | H.U...x.H...H.U.......H......... | 
| 1bf80 |  00 00 be 3e 29 00 00 48 89 04 24 48 8d 3d fe d9    03 00 e8 19 9b ff ff 48 8b 04 24 e9 56 fb ff ff  | ...>)..H..$H.=.........H..$.V... | 
| 1bfa0 |  4c 89 4c 24 10 89 44 24 08 48 89 0c 24 e8 1e 92    fe ff 4c 8b 4c 24 10 8b 44 24 08 48 8b 0c 24 e9  | L.L$..D$.H..$.....L.L$..D$.H..$. | 
| 1bfc0 |  e6 fe ff ff 0f 1f 40 00 e8 53 95 fe ff 48 85 c0    0f 84 0a ff ff ff be f0 28 00 00 e9 e8 fb ff ff  | ......@..S...H..........(....... | 
| 1bfe0 |  4c 8d 5e 28 48 83 c6 38 41 83 e0 40 49 0f 45 f3    e9 65 fd ff ff 44 0f b6 07 44 0f b6 1e e9 76 fd  | L.^(H..8A..@I.E..e...D...D....v. | 
| 1c000 |  ff ff e8 19 95 fe ff 48 85 c0 75 34 48 8d 0d 1c    f4 03 00 41 b8 02 00 00 00 e9 77 fb ff ff 48 89  | .......H..u4H......A......w...H. | 
| 1c020 |  ef 48 89 04 24 e8 a6 91 fe ff 48 8b 04 24 e9 43    ff ff ff 44 0f b7 07 44 0f b7 1e e9 38 fd ff ff  | .H..$.....H..$.C...D...D....8... | 
| 1c040 |  be df 28 00 00 e9 7e fb ff ff 66 0f 1f 44 00 00    41 57 41 56 41 55 41 54 49 89 f4 55 48 89 fd 53  | ..(...~...f..D..AWAVAUATI..UH..S | 
| 1c060 |  48 83 ec 28 48 8b 57 08 48 8b 42 70 48 85 c0 74    1f 48 8b 40 08 48 85 c0 74 16 48 83 c4 28 48 89  | H..(H.W.H.BpH..t.H.@.H..t.H..(H. | 
| 1c080 |  ef 5b 5d 41 5c 41 5d 41 5e 41 5f ff e0 0f 1f 00    48 8b 42 68 48 85 c0 0f 84 23 01 00 00 48 83 78  | .[]A\A]A^A_.....H.BhH....#...H.x | 
| 1c0a0 |  18 00 0f 84 18 01 00 00 48 8b 05 f9 ee 08 00 49    39 44 24 08 0f 85 d6 02 00 00 49 8b 44 24 10 48  | ........H......I9D$.......I.D$.H | 
| 1c0c0 |  83 f8 0f 0f 87 07 03 00 00 83 e0 03 41 bd 01 00    00 00 49 29 c5 41 8b 44 24 18 4c 0f af e8 49 83  | ............A.....I).A.D$.L...I. | 
| 1c0e0 |  fd ff 0f 84 58 02 00 00 48 8b 55 08 48 3b 15 05    ef 08 00 0f 84 97 00 00 00 48 3b 15 10 ee 08 00  | ....X...H.U.H;...........H;..... | 
| 1c100 |  0f 84 a2 01 00 00 4c 8b 62 70 4d 85 e4 74 51 49    83 7c 24 08 00 74 49 4c 89 ef e8 a1 92 fe ff 49  | ......L.bpM..tQI.|$..tIL.......I | 
| 1c120 |  89 c5 48 85 c0 0f 84 d7 03 00 00 48 89 c6 48 89    ef 41 ff 54 24 08 49 8b 55 00 85 d2 78 0e 48 83  | ..H........H..H..A.T$.I.U...x.H. | 
| 1c140 |  ea 01 49 89 55 00 0f 84 14 03 00 00 48 83 c4 28    5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 44 00 00  | ..I.U.......H..([]A\A]A^A_...D.. | 
| 1c160 |  4c 8b 62 68 4d 85 e4 0f 84 83 01 00 00 49 8b 44    24 18 48 85 c0 0f 84 75 01 00 00 4d 85 ed 0f 88  | L.bhM........I.D$.H....u...M.... | 
| 1c180 |  b8 03 00 00 4c 89 ee e9 ee fe ff ff 0f 1f 40 00    4d 85 ed 0f 88 47 01 00 00 48 8b 55 10 4c 89 e8  | ....L.........@.M....G...H.U.L.. | 
| 1c1a0 |  48 39 d0 0f 83 47 01 00 00 48 8b 55 18 48 8b 04    c2 8b 10 83 c2 01 74 94 89 10 eb 90 0f 1f 40 00  | H9...G...H.U.H........t.......@. | 
| 1c1c0 |  f6 82 ab 00 00 00 80 0f 84 d3 02 00 00 48 8b 82    90 00 00 00 48 3b 05 7d ed 08 00 48 8b 35 2e 02  | .............H......H;.}...H.5.. | 
| 1c1e0 |  09 00 0f 85 7c 03 00 00 b9 01 00 00 00 31 d2 48    89 ef e8 a9 8f fe ff 49 89 c5 48 85 c0 0f 84 94  | ....|........1.H.......I..H..... | 
| 1c200 |  02 00 00 4c 89 64 24 18 49 8b 7d 08 48 c7 44 24    10 00 00 00 00 48 3b 3d cc ed 08 00 74 1a 48 8b  | ...L.d$.I.}.H.D$.....H;=....t.H. | 
| 1c220 |  35 c3 ed 08 00 e8 46 95 fe ff 85 c0 0f 84 fe 01    00 00 66 0f 1f 44 00 00 49 8b 55 10 8b 42 10 a8  | 5.....F...........f..D..I.U..B.. | 
| 1c240 |  08 0f 84 e9 01 00 00 4c 8b 74 24 18 4c 8b 62 08    31 ed a8 20 75 04 49 8b 6d 18 48 8d 3d f7 cd 03  | .......L.t$.L.b.1...u.I.m.H.=... | 
| 1c260 |  00 e8 9a 8e fe ff 85 c0 0f 85 eb 03 00 00 4c 89    f6 48 89 ef 41 ff d4 48 89 44 24 08 e8 ef 92 fe  | ..............L..H..A..H.D$..... | 
| 1c280 |  ff 48 8b 44 24 08 48 85 c0 0f 84 d1 03 00 00 90    49 8b 55 00 85 d2 0f 89 a2 fe ff ff e9 ab fe ff  | .H.D$.H.........I.U............. | 
| 1c2a0 |  ff 0f 1f 80 00 00 00 00 4d 85 ed 0f 88 c7 00 00    00 48 8b 45 10 4c 89 ea 49 39 c5 73 30 4a 8b 44  | ........M........H.E.L..I9.s0J.D | 
| 1c2c0 |  ed 18 8b 10 83 c2 01 0f 84 7f fe ff ff 89 10 e9    78 fe ff ff 49 c7 c5 ff ff ff ff 0f 1f 44 00 00  | ................x...I........D.. | 
| 1c2e0 |  48 8b 55 10 4a 8d 04 2a e9 b3 fe ff ff 49 89 d5    4c 89 ef e8 c8 90 fe ff 49 89 c4 48 85 c0 0f 84  | H.U.J..*.....I..L.......I..H.... | 
| 1c300 |  fe 01 00 00 48 89 c6 48 89 ef e8 a1 8f fe ff 49    8b 14 24 85 d2 0f 88 31 fe ff ff 48 83 ea 01 49  | ....H..H.......I..$....1...H...I | 
| 1c320 |  89 14 24 0f 85 23 fe ff ff 4c 89 e7 48 89 44 24    08 e8 9a 8e fe ff 48 8b 44 24 08 e9 0c fe ff ff  | ..$..#...L..H.D$......H.D$...... | 
| 1c340 |  e8 db 91 fe ff 48 85 c0 0f 85 75 01 00 00 48 8b    55 08 48 3b 15 9f ec 08 00 0f 84 75 ff ff ff 48  | .....H....u...H.U.H;.......u...H | 
| 1c360 |  3b 15 aa eb 08 00 49 c7 c5 ff ff ff ff 0f 85 93    fd ff ff 0f 1f 44 00 00 48 8b 45 10 4c 89 ea 49  | ;.....I..............D..H.E.L..I | 
| 1c380 |  01 c5 e9 31 ff ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 e7 e8 58 94 fe ff 49 89 c6 48 85 c0 74 a0  | ...1...f........L...X...I..H..t. | 
| 1c3a0 |  48 89 c7 e8 78 90 fe ff 49 89 c5 49 8b 06 85 c0    0f 88 28 fd ff ff 48 83 e8 01 49 89 06 0f 85 1b  | H...x...I..I......(...H...I..... | 
| 1c3c0 |  fd ff ff 4c 89 f7 e8 05 8e fe ff e9 0e fd ff ff    48 89 c6 b9 01 00 00 00 48 c1 e8 03 83 e6 03 48  | ...L............H.......H......H | 
| 1c3e0 |  29 f1 48 0f af c1 48 83 f8 fe 0f 84 33 01 00 00    48 83 f8 02 0f 85 19 01 00 00 41 8b 44 24 1c 41  | ).H...H.....3...H.........A.D$.A | 
| 1c400 |  8b 4c 24 18 48 c1 e0 1e 48 09 c8 48 3b 15 e6 eb    08 00 49 89 c5 0f 84 35 02 00 00 48 3b 15 ee ea  | .L$.H...H..H;.....I....5...H;... | 
| 1c420 |  08 00 0f 85 de fc ff ff e9 84 fe ff ff 0f 1f 00    4c 89 ef e8 b8 8e fe ff 48 8d 74 24 18 31 c9 4c  | ................L.......H.t$.1.L | 
| 1c440 |  89 ef ba 01 00 00 00 48 85 c0 0f 84 b9 00 00 00    ff d0 e9 39 fe ff ff 66 0f 1f 84 00 00 00 00 00  | .......H...........9...f........ | 
| 1c460 |  4c 89 ef 48 89 44 24 08 e8 63 8d fe ff 48 8b 44    24 08 e9 d5 fc ff ff 4c 89 ee 4c 89 e7 e8 ee 8d  | L..H.D$..c...H.D$......L..L..... | 
| 1c480 |  fe ff 85 c0 74 11 49 8b 7e 60 49 c7 46 60 00 00    00 00 e8 c9 72 ff ff e8 a4 8f fe ff 48 8b 55 08  | ....t.I.~`I.F`......r.......H.U. | 
| 1c4a0 |  48 8b 05 91 ea 08 00 48 8b 52 18 48 8d 35 36 d5    03 00 48 8b 38 31 c0 e8 d4 92 fe ff 31 c0 e9 89  | H......H.R.H.56...H.81......1... | 
| 1c4c0 |  fc ff ff 48 8b 15 96 ea 08 00 48 89 c7 48 8b 32    e8 9b 8d fe ff 85 c0 74 29 49 8b 44 24 08 4c 8b  | ...H......H..H.2.......t)I.D$.L. | 
| 1c4e0 |  60 18 e8 59 8f fe ff 48 8b 05 9a ea 08 00 48 8d    35 c3 d4 03 00 4c 89 e2 48 8b 38 31 c0 e8 8e 92  | `..Y...H......H.5....L..H.81.... | 
| 1c500 |  fe ff 31 c0 e9 43 fc ff ff e8 72 90 fe ff e9 7d    fd ff ff 4c 89 e7 e8 05 8f fe ff 49 89 c5 e9 bb  | ..1..C....r....}...L.......I.... | 
| 1c520 |  fb ff ff 45 8b 6c 24 1c 41 8b 44 24 18 49 c1 e5    1e 49 09 c5 49 f7 dd e9 a2 fb ff ff 49 8b 14 24  | ...E.l$.A.D$.I...I..I.......I..$ | 
| 1c540 |  48 85 d2 0f 84 3b fc ff ff 48 89 ef ff d2 48 85    c0 0f 88 45 01 00 00 49 01 c5 49 8b 44 24 18 e9  | H....;...H....H....E...I..I.D$.. | 
| 1c560 |  20 fc ff ff 48 89 ef 48 85 c0 0f 84 1f 01 00 00    ff d0 49 89 c5 4d 85 ed 0f 85 85 fc ff ff e8 4d  | ....H..H..........I..M.........M | 
| 1c580 |  8b fe ff 49 89 c6 48 8b 05 33 ea 08 00 4c 8b 28    49 8b 46 60 48 85 c0 0f 84 fa fe ff ff 4c 8b 60  | ...I..H..3...L.(I.F`H........L.` | 
| 1c5a0 |  08 4d 39 e5 0f 84 dc fe ff ff 49 8b 45 08 48 8b    80 a8 00 00 00 a9 00 00 00 04 0f 85 02 01 00 00  | .M9.......I.E.H................. | 
| 1c5c0 |  49 8b 54 24 08 f6 82 ab 00 00 00 80 0f 84 a5 fe    ff ff 41 f6 84 24 ab 00 00 00 40 0f 84 96 fe ff  | I.T$..............A..$....@..... | 
| 1c5e0 |  ff a9 00 00 00 80 0f 84 8b fe ff ff 41 f6 85 ab    00 00 00 40 0f 84 7d fe ff ff 49 8b 94 24 58 01  | ............A......@..}...I..$X. | 
| 1c600 |  00 00 48 85 d2 74 21 48 8b 4a 10 31 c0 eb 0f 4c    3b 6c c2 18 0f 84 6c fe ff ff 48 83 c0 01 48 39  | ..H..t!H.J.1...L;l....l...H...H9 | 
| 1c620 |  c1 7f ec e9 6f fe ff ff 4d 8b a4 24 00 01 00 00    4d 39 e5 0f 84 4d fe ff ff 4d 85 e4 75 ea 4c 3b  | ....o...M..$....M9...M...M..u.L; | 
| 1c640 |  2d 5b e9 08 00 0f 84 3b fe ff ff e9 47 fe ff ff    48 8b 55 10 e9 47 fb ff ff 31 c0 e9 30 fc ff ff  | -[.....;....G...H.U..G...1..0... | 
| 1c660 |  e8 bb 8e fe ff 48 85 c0 75 ef 48 8b 15 7f e8 08    00 48 8d 35 00 ca 03 00 48 89 44 24 08 48 8b 3a  | .....H..u.H......H.5....H.D$.H.: | 
| 1c680 |  e8 fb 8b fe ff 48 8b 44 24 08 e9 01 fc ff ff e8    6c 91 fe ff 49 89 c5 e9 d9 fe ff ff 48 8b 05 bd  | .....H.D$.......l...I.......H... | 
| 1c6a0 |  e8 08 00 48 8b 38 e8 65 8c fe ff 85 c0 0f 84 4f    fe ff ff e8 88 8d fe ff 49 8b 44 24 18 e9 c2 fa  | ...H.8.e.......O........I.D$.... | 
| 1c6c0 |  ff ff 4d 8b 7d 10 31 c0 eb 0f 4d 3b 64 c5 18 0f    84 b1 fd ff ff 48 83 c0 01 49 39 c7 7f ec 31 db  | ..M.}.1...M;d........H...I9...1. | 
| 1c6e0 |  49 39 df 0f 8e ae fd ff ff 49 8b 74 dd 18 49 39    f4 0f 84 8f fd ff ff 4c 89 e7 e8 71 7e ff ff 85  | I9.......I.t..I9.......L...q~... | 
| 1c700 |  c0 0f 85 7f fd ff ff 48 83 c3 01 eb d3 0f 1f 00    41 57 41 56 41 55 41 54 55 53 48 83 ec 38 48 85  | .......H........AWAVAUATUSH..8H. | 
| 1c720 |  d2 0f 8f 39 07 00 00 49 89 fe 48 85 c9 0f 85 8d    07 00 00 49 8b 7e 18 48 8b 35 aa 03 09 00 48 8b  | ...9...I..H........I.~.H.5....H. | 
| 1c740 |  47 08 48 8b 80 90 00 00 00 48 85 c0 0f 84 9e 07    00 00 ff d0 49 89 c5 4d 85 ed 0f 84 a0 07 00 00  | G.H......H..........I..M........ | 
| 1c760 |  48 8b 05 91 e7 08 00 49 39 45 08 0f 85 2f 01 00    00 49 8b 6d 18 48 85 ed 0f 84 22 01 00 00 8b 45  | H......I9E.../...I.m.H...."....E | 
| 1c780 |  00 49 8b 5d 10 83 c0 01 74 03 89 45 00 8b 03 83    c0 01 74 02 89 03 49 8b 45 00 85 c0 78 0e 48 83  | .I.]....t..E......t...I.E...x.H. | 
| 1c7a0 |  e8 01 49 89 45 00 0f 84 c4 05 00 00 48 c7 44 24    28 00 00 00 00 48 8b 35 2c e8 08 00 48 8b 7b 08  | ..I.E.......H.D$(....H.5,...H.{. | 
| 1c7c0 |  48 89 6c 24 20 48 39 f7 74 09 e8 a1 8f fe ff 85    c0 74 5d 48 8b 53 10 8b 42 10 a8 08 74 52 4c 8b  | H.l$.H9.t........t]H.S..B...tRL. | 
| 1c7e0 |  7c 24 20 4c 8b 6a 08 45 31 e4 a8 20 75 04 4c 8b    63 18 48 8d 3d 5f c8 03 00 e8 02 89 fe ff 85 c0  | |$.L.j.E1...u.L.c.H.=_.......... | 
| 1c800 |  0f 85 ea 07 00 00 4c 89 fe 4c 89 e7 41 ff d5 49    89 c7 e8 59 8d fe ff 4d 85 ff 0f 84 b0 07 00 00  | ......L..L..A..I...Y...M........ | 
| 1c820 |  48 8b 45 00 85 c0 79 35 e9 e5 00 00 00 0f 1f 00    48 89 df e8 b8 8a fe ff 48 85 c0 0f 84 cf 02 00  | H.E...y5........H.......H....... | 
| 1c840 |  00 48 8d 74 24 20 31 c9 ba 01 00 00 00 48 89 df    ff d0 49 89 c7 48 8b 45 00 85 c0 78 0e 48 83 e8  | .H.t$.1......H....I..H.E...x.H.. | 
| 1c860 |  01 48 89 45 00 0f 84 b5 05 00 00 4d 85 ff 0f 85    9e 00 00 00 48 c7 04 24 00 00 00 00 31 ed 45 31  | .H.E.......M........H..$....1.E1 | 
| 1c880 |  e4 45 31 ed 45 31 f6 ba cf 00 00 00 48 c7 44 24    08 00 00 00 00 41 ba e8 21 00 00 e9 a0 07 00 00  | .E1.E1......H.D$.....A..!....... | 
| 1c8a0 |  66 0f ef c0 48 8b 35 3d e7 08 00 0f 29 44 24 20    49 8b 7d 08 48 39 f7 74 0d e8 b2 8e fe ff 85 c0  | f...H.5=....)D$.I.}.H9.t........ | 
| 1c8c0 |  0f 84 6a 02 00 00 49 8b 55 10 8b 42 10 a8 04 0f    84 5b 02 00 00 48 8b 5a 08 31 ed a8 20 75 04 49  | ..j...I.U..B.....[...H.Z.1...u.I | 
| 1c8e0 |  8b 6d 18 48 8d 3d 6e c7 03 00 e8 11 88 fe ff 85    c0 0f 85 19 07 00 00 31 f6 48 89 ef ff d3 49 89  | .m.H.=n................1.H....I. | 
| 1c900 |  c7 4c 89 eb e8 67 8c fe ff 4d 85 ff 0f 84 b6 0a    00 00 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03  | .L...g...M........H....x.H...H.. | 
| 1c920 |  0f 84 3a 04 00 00 49 8b 47 08 48 8b 1d df e5 08    00 48 39 d8 0f 85 76 07 00 00 49 8b 57 10 48 83  | ..:...I.G.H......H9...v...I.W.H. | 
| 1c940 |  fa 03 0f 85 78 08 00 00 49 8b 47 20 4d 8b 67 18    48 89 04 24 49 8b 47 28 48 89 44 24 08 41 8b 04  | ....x...I.G.M.g.H..$I.G(H.D$.A.. | 
| 1c960 |  24 83 c0 01 74 04 41 89 04 24 48 8b 0c 24 8b 01    89 44 24 10 83 c0 01 74 02 89 01 48 8b 74 24 08  | $...t.A..$H..$...D$....t...H.t$. | 
| 1c980 |  8b 06 89 44 24 10 83 c0 01 74 02 89 06 49 8b 07    85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 47 04 00  | ...D$....t...I....x.H...I....G.. | 
| 1c9a0 |  00 bf 01 00 00 00 e8 b5 86 fe ff 49 89 c7 48 85    c0 0f 84 79 08 00 00 48 8b 15 ea 00 09 00 8b 02  | ...........I..H....y...H........ | 
| 1c9c0 |  83 c0 01 74 09 89 02 48 8b 15 da 00 09 00 49 8b    47 18 48 89 10 4c 8b 2d ac ff 08 00 e8 5f 8c fe  | ...t...H......I.G.H..L.-....._.. | 
| 1c9e0 |  ff 48 89 c5 48 85 c0 0f 84 a3 08 00 00 48 8b 35    4c f5 08 00 4c 89 ef 4c 89 f9 48 89 c2 41 b8 01  | .H..H........H.5L...L..L..H..A.. | 
| 1ca00 |  00 00 00 e8 f8 8b fe ff 49 89 c5 48 8b 45 00 85    c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 3f 01 00  | ........I..H.E...x.H...H.E...?.. | 
| 1ca20 |  00 49 8b 07 4d 85 ed 0f 84 83 0a 00 00 85 c0 78    0d 48 83 e8 01 49 89 07 0f 84 f2 03 00 00 48 8b  | .I..M..........x.H...I........H. | 
| 1ca40 |  35 63 00 09 00 4c 89 ef e8 13 8f ff ff 48 89 c5    48 85 c0 0f 84 57 08 00 00 8b 00 83 c0 01 74 03  | 5c...L.......H..H....W........t. | 
| 1ca60 |  89 45 00 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48    89 45 00 0f 84 d7 03 00 00 49 8b 45 00 85 c0 78  | .E.H.E...x.H...H.E.......I.E...x | 
| 1ca80 |  0e 48 83 e8 01 49 89 45 00 0f 84 b1 03 00 00 48    8b 04 24 48 8b 40 08 48 3b 05 5a e5 08 00 0f 84  | .H...I.E.......H..$H.@.H;.Z..... | 
| 1caa0 |  54 03 00 00 48 39 d8 0f 84 f3 03 00 00 48 8b 58    70 48 85 db 0f 84 b6 00 00 00 48 83 7b 08 00 0f  | T...H9.......H.XpH........H.{... | 
| 1cac0 |  84 ab 00 00 00 31 ff e8 f4 88 fe ff 49 89 c7 48    85 c0 0f 84 f8 09 00 00 48 8b 3c 24 48 89 c6 ff  | .....1......I..H........H.<$H... | 
| 1cae0 |  53 08 49 89 c5 49 8b 07 85 c0 0f 88 a5 00 00 00    48 83 e8 01 49 89 07 0f 85 98 00 00 00 4c 89 ff  | S.I..I..........H...I........L.. | 
| 1cb00 |  e8 cb 86 fe ff e9 8b 00 00 00 66 0f 1f 44 00 00    48 8d 74 24 20 31 c9 ba 01 00 00 00 48 89 df e8  | ..........f..D..H.t$.1......H... | 
| 1cb20 |  5c 8a fe ff 49 89 c7 e9 29 fd ff ff 0f 1f 40 00    4c 89 ef e8 b8 87 fe ff 48 85 c0 0f 84 07 07 00  | \...I...).....@.L.......H....... | 
| 1cb40 |  00 48 8d 74 24 28 31 c9 31 d2 4c 89 ef ff d0 4c    89 eb 49 89 c7 e9 11 fd ff ff 66 0f 1f 44 00 00  | .H.t$(1.1.L....L..I.......f..D.. | 
| 1cb60 |  48 89 ef e8 68 86 fe ff e9 b4 fe ff ff 0f 1f 00    48 8b 40 68 48 85 c0 0f 84 7b 08 00 00 48 8b 40  | H...h...........H.@hH....{...H.@ | 
| 1cb80 |  18 48 85 c0 0f 84 6e 08 00 00 48 8b 3c 24 31 f6    ff d0 49 89 c5 4d 85 ed 0f 84 fa 07 00 00 bf 02  | .H....n...H.<$1...I..M.......... | 
| 1cba0 |  00 00 00 e8 08 89 fe ff 49 89 c7 48 85 c0 0f 84    ac 07 00 00 4c 89 68 18 41 8b 04 24 83 c0 01 74  | ........I..H........L.h.A..$...t | 
| 1cbc0 |  04 41 89 04 24 4d 89 67 20 49 8b 46 08 4c 89 f7    48 8b 35 c9 f9 08 00 48 8b 80 90 00 00 00 48 85  | .A..$M.g.I.F.L..H.5....H......H. | 
| 1cbe0 |  c0 0f 84 a1 07 00 00 ff d0 49 89 c5 4d 85 ed 0f    84 7b 07 00 00 e8 46 8a fe ff 49 89 c6 48 85 c0  | .........I..M....{....F...I..H.. | 
| 1cc00 |  0f 84 aa 07 00 00 48 8b 15 3b e3 08 00 48 8b 35    e4 fa 08 00 48 89 c7 e8 e4 8a fe ff 85 c0 0f 88  | ......H..;...H.5....H........... | 
| 1cc20 |  4c 05 00 00 49 8b 45 08 48 8b 35 29 f3 08 00 48    8b 98 80 00 00 00 48 85 db 0f 84 f9 06 00 00 48  | L...I.E.H.5)...H......H........H | 
| 1cc40 |  8d 3d 12 c4 03 00 48 89 74 24 10 e8 b0 84 fe ff    85 c0 0f 85 d8 07 00 00 48 8b 74 24 10 4c 89 f2  | .=....H.t$..............H.t$.L.. | 
| 1cc60 |  4c 89 ef ff d3 48 89 c3 e8 03 89 fe ff 48 85 db    0f 84 ea 07 00 00 49 8b 45 00 85 c0 78 0e 48 83  | L....H.......H........I.E...x.H. | 
| 1cc80 |  e8 01 49 89 45 00 0f 84 44 06 00 00 49 8b 06 85    c0 78 0d 48 83 e8 01 49 89 06 0f 84 20 06 00 00  | ..I.E...D...I....x.H...I........ | 
| 1cca0 |  bf 03 00 00 00 e8 06 88 fe ff 49 89 c5 48 85 c0    0f 84 92 07 00 00 8b 45 00 83 c0 01 74 03 89 45  | ..........I..H.........E....t..E | 
| 1ccc0 |  00 66 48 0f 6e c5 66 49 0f 6e cf 49 89 5d 28 66    0f 6c c1 41 0f 11 45 18 49 8b 04 24 85 c0 78 0e  | .fH.n.fI.n.I.](f.l.A..E.I..$..x. | 
| 1cce0 |  48 83 e8 01 49 89 04 24 0f 84 95 00 00 00 48 8b    04 24 4d 89 ec 48 8b 00 85 c0 78 1c 48 8b 1c 24  | H...I..$......H..$M..H....x.H..$ | 
| 1cd00 |  48 83 e8 01 48 89 03 0f 84 aa 00 00 00 0f 1f 00    48 83 7c 24 08 00 74 19 48 8b 4c 24 08 48 8b 01  | H...H...........H.|$..t.H.L$.H.. | 
| 1cd20 |  85 c0 78 0d 48 83 e8 01 48 89 01 0f 84 97 00 00    00 48 85 ed 74 16 48 8b 45 00 85 c0 78 0e 48 83  | ..x.H...H........H..t.H.E...x.H. | 
| 1cd40 |  e8 01 48 89 45 00 0f 84 8c 00 00 00 48 83 c4 38    4c 89 e0 5b 5d 41 5c 41 5d 41 5e 41 5f c3 66 90  | ..H.E.......H..8L..[]A\A]A^A_.f. | 
| 1cd60 |  48 89 df e8 68 84 fe ff e9 b9 fb ff ff 0f 1f 00    4c 89 ef e8 58 84 fe ff e9 2f fa ff ff 0f 1f 00  | H...h...........L...X..../...... | 
| 1cd80 |  45 31 ed 4c 89 e7 4d 89 ec e8 42 84 fe ff 48 8b    04 24 48 85 c0 0f 84 75 ff ff ff 48 8b 00 85 c0  | E1.L..M...B...H..$H....u...H.... | 
| 1cda0 |  0f 88 6a ff ff ff 48 8b 1c 24 48 83 e8 01 48 89    03 0f 85 59 ff ff ff 48 89 df e8 11 84 fe ff e9  | ..j...H..$H...H....Y...H........ | 
| 1cdc0 |  4c ff ff ff 0f 1f 40 00 48 89 cf e8 00 84 fe ff    e9 5c ff ff ff 0f 1f 00 48 89 ef e8 f0 83 fe ff  | L.....@.H........\......H....... | 
| 1cde0 |  e9 67 ff ff ff 0f 1f 00 4c 89 ff e8 e0 83 fe ff    e9 ac fb ff ff 0f 1f 00 48 8b 04 24 48 8b 40 18  | .g......L...............H..$H.@. | 
| 1ce00 |  4c 8b 28 41 8b 45 00 83 c0 01 0f 84 8e fd ff ff    41 89 45 00 e9 85 fd ff ff 0f 1f 80 00 00 00 00  | L.(A.E..........A.E............. | 
| 1ce20 |  48 89 ef e8 a8 83 fe ff e9 3e fa ff ff 0f 1f 00    4c 89 ff e8 98 83 fe ff e9 01 fc ff ff 0f 1f 00  | H........>......L............... | 
| 1ce40 |  4c 89 ef e8 88 83 fe ff e9 42 fc ff ff 0f 1f 00    48 89 ef e8 78 83 fe ff e9 1c fc ff ff 0f 1f 00  | L........B......H...x........... | 
| 1ce60 |  48 83 ec 08 48 8b 05 cd e0 08 00 45 31 c0 45 31    e4 52 4c 8d 0d 37 ea 03 00 48 8d 15 a1 e6 03 00  | H...H......E1.E1.RL..7...H...... | 
| 1ce80 |  48 8b 38 48 8d 0d 4d e6 03 00 48 8d 35 6f c7 03    00 31 c0 e8 f8 88 fe ff 58 5a e9 ad fe ff ff 90  | H.8H..M...H.5o...1......XZ...... | 
| 1cea0 |  48 8b 04 24 4c 8b 68 18 41 8b 45 00 83 c0 01 0f    85 5b ff ff ff e9 e4 fc ff ff 66 0f 1f 44 00 00  | H..$L.h.A.E......[........f..D.. | 
| 1cec0 |  48 83 79 10 00 0f 84 68 f8 ff ff 31 d2 48 8d 35    4d e6 03 00 48 89 cf e8 14 66 ff ff 85 c0 0f 85  | H.y....h...1.H.5M...H....f...... | 
| 1cee0 |  4f f8 ff ff 45 31 e4 e9 60 fe ff ff 0f 1f 40 00    e8 0b 89 fe ff 49 89 c5 e9 5a f8 ff ff 0f 1f 00  | O...E1..`.....@......I...Z...... | 
| 1cf00 |  31 ed 45 31 e4 ba cf 00 00 00 41 ba d4 21 00 00    48 c7 44 24 08 00 00 00 00 48 c7 04 24 00 00 00  | 1.E1......A..!..H.D$.....H..$... | 
| 1cf20 |  00 45 31 ff 4d 85 ed 74 12 49 8b 45 00 85 c0 78    0a 48 83 e8 01 49 89 45 00 74 55 4d 85 ff 74 10  | .E1.M..t.I.E...x.H...I.E.tUM..t. | 
| 1cf40 |  49 8b 07 85 c0 78 09 48 83 e8 01 49 89 07 74 60    48 8d 0d f2 e4 03 00 44 89 d6 48 8d 3d d7 ca 03  | I....x.H...I..t`H......D..H.=... | 
| 1cf60 |  00 e8 4a 8b ff ff 4d 85 e4 0f 84 1f fe ff ff 49    8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f  | ..J...M........I..$..x.H...I..$. | 
| 1cf80 |  84 fb fd ff ff 45 31 e4 e9 01 fe ff ff 0f 1f 00    4c 89 ef 44 89 54 24 1c 89 54 24 10 e8 2f 82 fe  | .....E1.........L..D.T$..T$../.. | 
| 1cfa0 |  ff 44 8b 54 24 1c 8b 54 24 10 eb 8f 0f 1f 40 00    4c 89 ff 44 89 54 24 1c 89 54 24 10 e8 0f 82 fe  | .D.T$..T$.....@.L..D.T$..T$..... | 
| 1cfc0 |  ff 44 8b 54 24 1c 8b 54 24 10 eb 84 0f 1f 40 00    e8 4b 85 fe ff 48 85 c0 75 16 48 8b 05 0f df 08  | .D.T$..T$.....@..K...H..u.H..... | 
| 1cfe0 |  00 48 8d 35 90 c0 03 00 48 8b 38 e8 90 82 fe ff    48 8b 45 00 49 89 dd 85 c0 78 15 48 83 e8 01 48  | .H.5....H.8.....H.E.I....x.H...H | 
| 1d000 |  89 45 00 75 0b 48 89 ef e8 c3 81 fe ff 0f 1f 00    48 c7 04 24 00 00 00 00 4c 89 eb 31 ed 45 31 e4  | .E.u.H..........H..$....L..1.E1. | 
| 1d020 |  ba cf 00 00 00 45 31 ff 45 31 ed 45 31 f6 48 c7    44 24 08 00 00 00 00 41 ba e8 21 00 00 0f 1f 00  | .....E1.E1.E1.H.D$.....A..!..... | 
| 1d040 |  48 8b 03 85 c0 78 09 48 83 e8 01 48 89 03 74 40    4d 85 f6 0f 84 cb fe ff ff 49 8b 06 85 c0 0f 88  | H....x.H...H..t@M........I...... | 
| 1d060 |  c0 fe ff ff 48 83 e8 01 49 89 06 0f 85 b3 fe ff    ff 4c 89 f7 44 89 54 24 1c 89 54 24 10 e8 4e 81  | ....H...I........L..D.T$..T$..N. | 
| 1d080 |  fe ff 44 8b 54 24 1c 8b 54 24 10 e9 94 fe ff ff    48 89 df 44 89 54 24 1c 89 54 24 10 e8 2f 81 fe  | ..D.T$..T$......H..D.T$..T$../.. | 
| 1d0a0 |  ff 8b 54 24 10 44 8b 54 24 1c eb a4 0f 1f 40 00    48 3b 05 41 df 08 00 0f 84 23 02 00 00 4c 89 ff  | ..T$.D.T$.....@.H;.A.....#...L.. | 
| 1d0c0 |  e8 fb 85 fe ff 49 89 c5 48 85 c0 0f 84 a6 04 00    00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f  | .....I..H........I....x.H...I... | 
| 1d0e0 |  84 fe 03 00 00 49 8b 45 08 4c 89 ef 48 8b a8 e0    00 00 00 ff d5 49 89 c4 48 85 c0 0f 84 a1 04 00  | .....I.E.L..H........I..H....... | 
| 1d100 |  00 4c 89 ef ff d5 48 89 04 24 48 85 c0 0f 84 11    05 00 00 4c 89 ef ff d5 48 89 44 24 08 48 85 c0  | .L....H..$H........L....H.D$.H.. | 
| 1d120 |  0f 84 0c 05 00 00 4c 89 ef ff d5 48 85 c0 0f 85    dd 03 00 00 e8 b7 80 ff ff 85 c0 0f 88 01 04 00  | ......L....H.................... | 
| 1d140 |  00 49 8b 45 00 85 c0 0f 88 54 f8 ff ff 48 83 e8    01 49 89 45 00 0f 85 46 f8 ff ff 4c 89 ef e8 6d  | .I.E.....T...H...I.E...F...L...m | 
| 1d160 |  80 fe ff e9 39 f8 ff ff 0f 1f 84 00 00 00 00 00    41 ba 54 22 00 00 ba d2 00 00 00 31 db 49 8b 07  | ....9...........A.T".......1.I.. | 
| 1d180 |  85 c0 78 09 48 83 e8 01 49 89 07 74 13 45 31 ff    48 85 db 0f 85 a7 fe ff ff e9 b2 fe ff ff 66 90  | ..x.H...I..t.E1.H.............f. | 
| 1d1a0 |  4c 89 ff 44 89 54 24 1c 89 54 24 10 e8 1f 80 fe    ff 8b 54 24 10 44 8b 54 24 1c eb d1 0f 1f 40 00  | L..D.T$..T$.......T$.D.T$.....@. | 
| 1d1c0 |  48 83 fa 03 0f 8f 46 01 00 00 48 85 d2 78 2e 48    83 fa 01 48 8d 05 d6 e6 03 00 48 8d 0d 4d e2 03  | H.....F...H..x.H...H......H..M.. | 
| 1d1e0 |  00 48 0f 45 c8 48 8b 05 3c dd 08 00 48 8d 35 1d    c8 03 00 48 8b 38 31 c0 e8 93 85 fe ff 48 c7 44  | .H.E.H..<...H.5....H.81......H.D | 
| 1d200 |  24 08 00 00 00 00 45 31 ed 31 db 31 ed 48 c7 04    24 00 00 00 00 41 ba f2 21 00 00 45 31 f6 45 31  | $.....E1.1.1.H..$....A..!..E1.E1 | 
| 1d220 |  e4 ba cf 00 00 00 e9 52 ff ff ff 0f 1f 44 00 00    31 ed 45 31 ed ba d1 00 00 00 41 ba 2f 22 00 00  | .......R.....D..1.E1......A./".. | 
| 1d240 |  e9 dc fc ff ff 0f 1f 00 49 8b 45 08 48 8b 2d 05    ed 08 00 48 8b 98 80 00 00 00 48 85 db 0f 84 8d  | ........I.E.H.-....H......H..... | 
| 1d260 |  02 00 00 48 8d 3d ee bd 03 00 e8 91 7e fe ff 85    c0 0f 85 99 fd ff ff 31 d2 48 89 ee 4c 89 ef ff  | ...H.=......~..........1.H..L... | 
| 1d280 |  d3 e9 78 f6 ff ff 66 2e 0f 1f 84 00 00 00 00 00    45 31 ed 45 31 f6 31 db 41 ba 34 22 00 00 ba d1  | ..x...f.........E1.E1.1.A.4".... | 
| 1d2a0 |  00 00 00 e9 d5 fe ff ff 0f 1f 84 00 00 00 00 00    ba d1 00 00 00 41 ba 37 22 00 00 e9 61 fc ff ff  | .....................A.7"...a... | 
| 1d2c0 |  4c 89 f7 e8 08 7f fe ff e9 d3 f9 ff ff 0f 1f 00    4c 89 ef e8 f8 7e fe ff e9 af f9 ff ff 0f 1f 00  | L...............L....~.......... | 
| 1d2e0 |  49 8b 57 10 48 83 fa 03 0f 85 d2 fe ff ff 49 8b    47 18 48 8b 48 08 4c 8b 20 48 8b 40 10 48 89 0c  | I.W.H.........I.G.H.H.L..H.@.H.. | 
| 1d300 |  24 48 89 44 24 08 e9 52 f6 ff ff 0f 1f 44 00 00    48 8b 05 11 dc 08 00 ba 03 00 00 00 48 8d 35 f5  | $H.D$..R.....D..H...........H.5. | 
| 1d320 |  bf 03 00 48 8b 38 31 c0 e8 63 84 fe ff e9 cb fe    ff ff 66 0f 1f 44 00 00 4c 89 f2 4c 89 ef e8 0d  | ...H.81..c........f..D..L..L.... | 
| 1d340 |  84 fe ff 48 89 c3 48 85 c0 0f 85 27 f9 ff ff 41    ba 55 22 00 00 ba d2 00 00 00 e9 1e fe ff ff 90  | ...H..H....'...A.U"............. | 
| 1d360 |  ba d2 00 00 00 41 ba 48 22 00 00 e9 b1 fb ff ff    45 31 f6 31 db 41 ba 50 22 00 00 ba d2 00 00 00  | .....A.H".......E1.1.A.P"....... | 
| 1d380 |  e9 f8 fd ff ff 0f 1f 00 e8 73 84 fe ff 49 89 c5    e9 57 f8 ff ff 0f 1f 00 ba d2 00 00 00 41 ba 46  | .........s...I...W...........A.F | 
| 1d3a0 |  22 00 00 e9 79 fb ff ff 0f 1f 84 00 00 00 00 00    31 db 41 ba 52 22 00 00 ba d2 00 00 00 e9 bb fd  | "...y...........1.A.R".......... | 
| 1d3c0 |  ff ff 66 0f 1f 44 00 00 e8 53 81 fe ff 48 85 c0    0f 85 3a fc ff ff 48 8b 05 13 db 08 00 48 8d 35  | ..f..D...S...H....:...H......H.5 | 
| 1d3e0 |  94 bc 03 00 48 8b 38 e8 94 7e fe ff e9 1f fc ff    ff 0f 1f 80 00 00 00 00 31 ff e8 c1 7f fe ff 49  | ....H.8..~..............1......I | 
| 1d400 |  89 c7 48 85 c0 0f 84 c5 00 00 00 48 8b 3c 24 48    89 c6 e8 99 7e fe ff 49 89 c5 49 8b 07 85 c0 0f  | ..H........H.<$H....~..I..I..... | 
| 1d420 |  89 cb f6 ff ff e9 6b f7 ff ff 66 0f 1f 44 00 00    41 ba 55 22 00 00 ba d2 00 00 00 31 db e9 3b fd  | ......k...f..D..A.U".......1..;. | 
| 1d440 |  ff ff 66 0f 1f 44 00 00 45 31 f6 41 ba 59 22 00    00 ba d2 00 00 00 e9 22 fd ff ff 0f 1f 44 00 00  | ..f..D..E1.A.Y"........".....D.. | 
| 1d460 |  e8 bb 80 fe ff 41 ba 55 22 00 00 ba d2 00 00 00    48 85 c0 0f 85 04 fd ff ff 48 8b 05 70 da 08 00  | .....A.U".......H........H..p... | 
| 1d480 |  48 8d 35 f1 bb 03 00 44 89 54 24 1c 89 54 24 10    48 8b 38 e8 e8 7d fe ff 8b 54 24 10 44 8b 54 24  | H.5....D.T$..T$.H.8..}...T$.D.T$ | 
| 1d4a0 |  1c e9 d7 fc ff ff 66 2e 0f 1f 84 00 00 00 00 00    45 31 f6 31 db 31 ed 41 ba 34 22 00 00 ba d1 00  | ......f.........E1.1.1.A.4"..... | 
| 1d4c0 |  00 00 e9 b6 fc ff ff 66 0f 1f 84 00 00 00 00 00    45 31 ed ba d2 00 00 00 41 ba 46 22 00 00 e9 3e  | .......f........E1......A.F"...> | 
| 1d4e0 |  fa ff ff 4c 89 ff e8 e5 7c fe ff e9 f5 fb ff ff    31 d2 48 89 ee 4c 89 ef e8 53 82 fe ff 49 89 c7  | ...L....|.......1.H..L...S...I.. | 
| 1d500 |  48 85 c0 0f 84 52 01 00 00 4c 89 eb e9 01 f4 ff    ff 48 8b 10 85 d2 78 0d 48 83 ea 01 48 89 10 0f  | H....R...L.......H....x.H...H... | 
| 1d520 |  84 29 01 00 00 48 8b 05 fc d9 08 00 ba 03 00 00    00 48 8d 35 e0 bd 03 00 48 8b 38 31 c0 e8 4e 82  | .)...H...........H.5....H.81..N. | 
| 1d540 |  fe ff 4c 8b 34 24 4d 89 ef 4c 89 e3 4c 8b 6c 24    08 31 ed 45 31 e4 ba cf 00 00 00 41 ba 16 22 00  | ..L.4$M..L..L.l$.1.E1......A..". | 
| 1d560 |  00 48 c7 44 24 08 00 00 00 00 48 c7 04 24 00 00    00 00 e9 c9 fa ff ff 48 c7 44 24 08 00 00 00 00  | .H.D$.....H..$.........H.D$..... | 
| 1d580 |  45 31 f6 31 db 31 ed 48 c7 04 24 00 00 00 00 45    31 e4 41 ba 0c 22 00 00 ba cf 00 00 00 e9 db fb  | E1.1.1.H..$....E1.A..".......... | 
| 1d5a0 |  ff ff 45 31 f6 45 31 ff 49 8b 45 00 85 c0 78 0e    48 83 e8 01 49 89 45 00 0f 84 83 00 00 00 e8 2d  | ..E1.E1.I.E...x.H...I.E........- | 
| 1d5c0 |  7c ff ff 85 c0 75 31 49 83 ff 01 48 8d 05 de e2    03 00 4c 89 fa 48 8d 0d 52 de 03 00 48 8d 35 2d  | |....u1I...H......L..H..R...H.5- | 
| 1d5e0 |  c4 03 00 48 0f 45 c8 48 8b 05 3a d9 08 00 48 8b    38 31 c0 e8 98 81 fe ff 4c 89 e3 48 c7 04 24 00  | ...H.E.H..:...H.81......L..H..$. | 
| 1d600 |  00 00 00 31 ed 45 31 e4 ba cf 00 00 00 41 ba 1e    22 00 00 45 31 ed 48 c7 44 24 08 00 00 00 00 e9  | ...1.E1......A.."..E1.H.D$...... | 
| 1d620 |  69 fb ff ff 45 31 f6 41 bf 01 00 00 00 e9 76 ff    ff ff 4c 8b 34 24 41 bf 02 00 00 00 e9 67 ff ff  | i...E1.A......v...L.4$A......g.. | 
| 1d640 |  ff 4c 89 ef e8 87 7b fe ff e9 70 ff ff ff 48 89    c7 e8 7a 7b fe ff e9 ca fe ff ff 4c 89 eb 48 c7  | .L....{...p...H...z{.......L..H. | 
| 1d660 |  04 24 00 00 00 00 31 ed 45 31 e4 48 c7 44 24 08    00 00 00 00 45 31 f6 45 31 ed ba cf 00 00 00 41  | .$....1.E1.H.D$.....E1.E1......A | 
| 1d680 |  ba e8 21 00 00 e9 b6 f9 ff ff 66 0f 1f 44 00 00    41 57 41 56 41 55 41 54 49 89 fc 55 48 89 f5 53  | ..!.......f..D..AWAVAUATI..UH..S | 
| 1d6a0 |  48 83 ec 18 48 85 d2 0f 85 53 03 00 00 8b 45 00    83 c0 01 74 03 89 45 00 48 8b 45 10 48 83 f8 ff  | H...H....S....E....t..E.H.E.H... | 
| 1d6c0 |  0f 84 72 03 00 00 49 8b 54 24 08 48 8b 35 7e f5    08 00 4c 89 e7 48 8b 92 90 00 00 00 48 85 c0 0f  | ..r...I.T$.H.5~...L..H......H... | 
| 1d6e0 |  85 eb 00 00 00 48 85 d2 0f 84 62 04 00 00 ff d2    49 89 c4 4d 85 e4 0f 84 64 04 00 00 48 8b 05 f5  | .....H....b.....I..M....d...H... | 
| 1d700 |  d7 08 00 49 39 44 24 08 0f 85 ba 01 00 00 4d 8b    7c 24 18 4d 85 ff 0f 84 ac 01 00 00 41 8b 07 4d  | ...I9D$.......M.|$.M........A..M | 
| 1d720 |  8b 74 24 10 83 c0 01 74 03 41 89 07 41 8b 06 83    c0 01 74 03 41 89 06 49 8b 04 24 85 c0 78 0e 48  | .t$....t.A..A.....t.A..I..$..x.H | 
| 1d740 |  83 e8 01 49 89 04 24 0f 84 a3 02 00 00 48 c7 44    24 08 00 00 00 00 48 8b 35 8b d8 08 00 49 8b 7e  | ...I..$......H.D$.....H.5....I.~ | 
| 1d760 |  08 4c 89 3c 24 48 39 f7 0f 84 22 02 00 00 e8 fd    7f fe ff 85 c0 0f 85 15 02 00 00 4c 89 f7 e8 6d  | .L.<$H9..."................L...m | 
| 1d780 |  7b fe ff 48 85 c0 0f 84 2c 03 00 00 48 89 e6 31    c9 ba 01 00 00 00 4c 89 f7 ff d0 49 89 c5 49 8b  | {..H....,...H..1......L....I..I. | 
| 1d7a0 |  07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 f6 02    00 00 4d 85 ed 0f 85 a9 01 00 00 4d 89 f4 41 bd  | ...x.H...I........M........M..A. | 
| 1d7c0 |  05 05 00 00 41 bf 7a 3d 00 00 e9 b9 02 00 00 90    48 85 d2 0f 84 9f 03 00 00 ff d2 49 89 c6 4d 85  | ....A.z=........H..........I..M. | 
| 1d7e0 |  f6 0f 84 a1 03 00 00 e8 54 7e fe ff 49 89 c4 48    85 c0 0f 84 a8 03 00 00 48 8b 35 e1 f3 08 00 48  | ........T~..I..H........H.5....H | 
| 1d800 |  89 ea 48 89 c7 e8 f6 7e fe ff 85 c0 0f 88 56 02    00 00 49 8b 46 08 4c 8b 3d 3b e7 08 00 4c 8b a8  | ..H....~......V...I.F.L.=;...L.. | 
| 1d820 |  80 00 00 00 4d 85 ed 0f 84 ab 02 00 00 48 8d 3d    24 b8 03 00 e8 c7 78 fe ff 85 c0 0f 85 b7 02 00  | ....M........H.=$.....x......... | 
| 1d840 |  00 4c 89 e2 4c 89 fe 4c 89 f7 41 ff d5 49 89 c5    e8 1b 7d fe ff 4d 85 ed 0f 84 8a 03 00 00 49 8b  | .L..L..L..A..I....}..M........I. | 
| 1d860 |  06 85 c0 78 11 48 83 e8 01 49 89 06 75 08 4c 89    f7 e8 5a 79 fe ff 49 8b 04 24 85 c0 78 12 48 83  | ...x.H...I..u.L...Zy..I..$..x.H. | 
| 1d880 |  e8 01 49 89 04 24 75 08 4c 89 e7 e8 40 79 fe ff    48 8b 45 00 85 c0 78 0a 48 83 e8 01 48 89 45 00  | ..I..$u.L...@y..H.E...x.H...H.E. | 
| 1d8a0 |  74 16 48 83 c4 18 4c 89 e8 5b 5d 41 5c 41 5d 41    5e 41 5f c3 0f 1f 40 00 48 89 ef e8 10 79 fe ff  | t.H...L..[]A\A]A^A_...@.H....y.. | 
| 1d8c0 |  eb e0 66 0f 1f 44 00 00 66 0f ef c0 48 8b 35 15    d7 08 00 0f 29 04 24 49 8b 7c 24 08 48 39 f7 74  | ..f..D..f...H.5.....).$I.|$.H9.t | 
| 1d8e0 |  37 e8 8a 7e fe ff 85 c0 75 2e 4c 89 e7 e8 fe 79    fe ff 48 85 c0 0f 84 0d 02 00 00 48 8d 74 24 08  | 7..~....u.L....y..H........H.t$. | 
| 1d900 |  31 c9 31 d2 4c 89 e7 ff d0 4d 89 e6 49 89 c5 e9    9e fe ff ff 0f 1f 40 00 49 8b 54 24 10 8b 42 10  | 1.1.L....M..I.........@.I.T$..B. | 
| 1d920 |  a8 04 74 c6 4c 8b 72 08 45 31 ed a8 20 75 05 4d    8b 6c 24 18 48 8d 3d 1d b7 03 00 e8 c0 77 fe ff  | ..t.L.r.E1...u.M.l$.H.=......w.. | 
| 1d940 |  85 c0 0f 85 76 fe ff ff 31 f6 4c 89 ef 41 ff d6    49 89 c5 4d 89 e6 e8 15 7c fe ff 4d 85 ed 0f 84  | ....v...1.L..A..I..M....|..M.... | 
| 1d960 |  b4 02 00 00 49 8b 06 85 c0 0f 88 21 ff ff ff 48    83 e8 01 49 89 06 0f 85 14 ff ff ff 4c 89 f7 e8  | ....I......!...H...I........L... | 
| 1d980 |  4c 78 fe ff e9 07 ff ff ff 0f 1f 80 00 00 00 00    49 8b 56 10 8b 42 10 a8 08 0f 84 dc fd ff ff 48  | Lx..............I.V..B.........H | 
| 1d9a0 |  8b 1c 24 4c 8b 6a 08 45 31 e4 a8 20 75 04 4d 8b    66 18 48 8d 3d 9f b6 03 00 e8 42 77 fe ff 85 c0  | ..$L.j.E1...u.M.f.H.=.....Bw.... | 
| 1d9c0 |  0f 85 a2 02 00 00 48 89 de 4c 89 e7 41 ff d5 49    89 c5 e8 99 7b fe ff 4d 85 ed 0f 84 61 02 00 00  | ......H..L..A..I....{..M....a... | 
| 1d9e0 |  49 8b 07 85 c0 0f 89 ba fd ff ff e9 74 ff ff ff    4c 89 e7 e8 d8 77 fe ff e9 50 fd ff ff 0f 1f 00  | I...........t...L....w...P...... | 
| 1da00 |  48 89 d7 49 89 d5 e8 85 76 fe ff 48 85 c0 0f 84    99 fc ff ff 31 d2 48 8d 35 0f db 03 00 4c 89 ef  | H..I....v..H........1.H.5....L.. | 
| 1da20 |  e8 cb 5a ff ff 85 c0 0f 85 80 fc ff ff 45 31 ed    e9 6d fe ff ff 0f 1f 00 41 bd 04 05 00 00 41 bf  | ..Z..........E1..m......A.....A. | 
| 1da40 |  5a 3d 00 00 44 89 ea 44 89 fe 45 31 ed 48 8d 0d    f5 d9 03 00 48 8d 3d 0d c0 03 00 e8 50 80 ff ff  | Z=..D..D..E1.H......H.=.....P... | 
| 1da60 |  e9 2b fe ff ff 0f 1f 00 41 bf 98 3d 00 00 49 8b    06 41 bd 07 05 00 00 85 c0 78 0d 48 83 e8 01 49  | .+......A..=..I..A.......x.H...I | 
| 1da80 |  89 06 0f 84 50 01 00 00 49 8b 04 24 85 c0 78 b4    48 83 e8 01 49 89 04 24 75 aa 4c 89 e7 e8 2e 77  | ....P...I..$..x.H...I..$u.L....w | 
| 1daa0 |  fe ff eb a0 0f 1f 40 00 4c 89 ff e8 20 77 fe ff    e9 fd fc ff ff 0f 1f 00 48 89 e6 31 c9 ba 01 00  | ......@.L....w..........H..1.... | 
| 1dac0 |  00 00 4c 89 f7 e8 b6 7a fe ff 49 89 c5 e9 cc fc    ff ff 66 0f 1f 44 00 00 4c 89 e2 4c 89 fe 4c 89  | ..L....z..I.......f..D..L..L..L. | 
| 1dae0 |  f7 e8 6a 7c fe ff 49 89 c5 48 85 c0 0f 85 6c fd    ff ff 66 0f 1f 44 00 00 41 bf 99 3d 00 00 e9 6b  | ..j|..I..H....l...f..D..A..=...k | 
| 1db00 |  ff ff ff 0f 1f 44 00 00 49 8b 44 24 08 4c 8b 2d    44 e4 08 00 48 8b 98 80 00 00 00 48 85 db 0f 84  | .....D..I.D$.L.-D...H......H.... | 
| 1db20 |  7d 01 00 00 48 8d 3d 2d b5 03 00 e8 d0 75 fe ff    85 c0 0f 85 86 fc ff ff 31 d2 4c 89 ee 4c 89 e7  | }...H.=-.....u..........1.L..L.. | 
| 1db40 |  ff d3 e9 09 fe ff ff 66 0f 1f 84 00 00 00 00 00    e8 ab 7c fe ff 49 89 c4 e9 96 fb ff ff 0f 1f 00  | .......f..........|..I.......... | 
| 1db60 |  41 bd 05 05 00 00 41 bf 66 3d 00 00 e9 d3 fe ff    ff 0f 1f 80 00 00 00 00 e8 83 7c fe ff 49 89 c6  | A.....A.f=................|..I.. | 
| 1db80 |  e9 59 fc ff ff 0f 1f 00 41 bd 07 05 00 00 41 bf    94 3d 00 00 e9 ab fe ff ff 0f 1f 80 00 00 00 00  | .Y......A.....A..=.............. | 
| 1dba0 |  49 8b 06 85 c0 0f 88 e5 00 00 00 48 83 e8 01 49    89 06 0f 85 d8 00 00 00 4c 89 f7 41 bd 07 05 00  | I..........H...I........L..A.... | 
| 1dbc0 |  00 41 bf 96 3d 00 00 e8 04 76 fe ff e9 73 fe ff    ff 0f 1f 80 00 00 00 00 4c 89 f7 e8 f0 75 fe ff  | .A..=....v...s..........L....u.. | 
| 1dbe0 |  e9 a3 fe ff ff 0f 1f 00 e8 33 79 fe ff 48 85 c0    0f 85 02 ff ff ff 48 8b 05 f3 d2 08 00 48 8d 35  | .........3y..H........H......H.5 | 
| 1dc00 |  74 b4 03 00 48 8b 38 e8 74 76 fe ff e9 e7 fe ff    ff 0f 1f 80 00 00 00 00 e8 03 79 fe ff 48 85 c0  | t...H.8.tv................y..H.. | 
| 1dc20 |  0f 85 98 fb ff ff 48 8b 05 c3 d2 08 00 48 8d 35    44 b4 03 00 48 8b 38 e8 44 76 fe ff e9 7d fb ff  | ......H......H.5D...H.8.Dv...}.. | 
| 1dc40 |  ff e8 da 78 fe ff 48 85 c0 75 1d 48 8b 05 9e d2    08 00 48 8d 35 1f b4 03 00 48 8b 38 e8 1f 76 fe  | ...x..H..u.H......H.5....H.8..v. | 
| 1dc60 |  ff 0f 1f 80 00 00 00 00 49 8b 07 4d 89 f4 85 c0    0f 88 48 fb ff ff 48 83 e8 01 49 89 07 0f 85 3b  | ........I..M......H...H...I....; | 
| 1dc80 |  fb ff ff 4c 89 ff e8 45 75 fe ff e9 2e fb ff ff    41 bd 07 05 00 00 41 bf 96 3d 00 00 e9 a3 fd ff  | ...L...Eu.......A.....A..=...... | 
| 1dca0 |  ff 4c 89 ee 31 d2 4c 89 e7 4d 89 e6 e8 9f 7a fe    ff 49 89 c5 e9 f9 fa ff ff 0f 1f 80 00 00 00 00  | .L..1.L..M....z..I.............. | 
| 1dcc0 |  41 57 41 56 41 55 41 54 49 89 fc 55 48 89 f5 53    48 83 ec 18 48 85 d2 0f 85 53 03 00 00 8b 45 00  | AWAVAUATI..UH..SH...H....S....E. | 
| 1dce0 |  83 c0 01 74 03 89 45 00 48 8b 45 10 48 83 f8 ff    0f 84 72 03 00 00 49 8b 54 24 08 48 8b 35 8e ed  | ...t..E.H.E.H.....r...I.T$.H.5.. | 
| 1dd00 |  08 00 4c 89 e7 48 8b 92 90 00 00 00 48 85 c0 0f    85 eb 00 00 00 48 85 d2 0f 84 62 04 00 00 ff d2  | ..L..H......H........H....b..... | 
| 1dd20 |  49 89 c4 4d 85 e4 0f 84 64 04 00 00 48 8b 05 c5    d1 08 00 49 39 44 24 08 0f 85 ba 01 00 00 4d 8b  | I..M....d...H......I9D$.......M. | 
| 1dd40 |  7c 24 18 4d 85 ff 0f 84 ac 01 00 00 41 8b 07 4d    8b 74 24 10 83 c0 01 74 03 41 89 07 41 8b 06 83  | |$.M........A..M.t$....t.A..A... | 
| 1dd60 |  c0 01 74 03 41 89 06 49 8b 04 24 85 c0 78 0e 48    83 e8 01 49 89 04 24 0f 84 a3 02 00 00 48 c7 44  | ..t.A..I..$..x.H...I..$......H.D | 
| 1dd80 |  24 08 00 00 00 00 48 8b 35 5b d2 08 00 49 8b 7e    08 4c 89 3c 24 48 39 f7 0f 84 22 02 00 00 e8 cd  | $.....H.5[...I.~.L.<$H9..."..... | 
| 1dda0 |  79 fe ff 85 c0 0f 85 15 02 00 00 4c 89 f7 e8 3d    75 fe ff 48 85 c0 0f 84 2c 03 00 00 48 89 e6 31  | y..........L...=u..H....,...H..1 | 
| 1ddc0 |  c9 ba 01 00 00 00 4c 89 f7 ff d0 49 89 c5 49 8b    07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 f6 02  | ......L....I..I....x.H...I...... | 
| 1dde0 |  00 00 4d 85 ed 0f 85 a9 01 00 00 4d 89 f4 41 bd    c1 04 00 00 41 bf e5 3c 00 00 e9 b9 02 00 00 90  | ..M........M..A.....A..<........ | 
| 1de00 |  48 85 d2 0f 84 9f 03 00 00 ff d2 49 89 c6 4d 85    f6 0f 84 a1 03 00 00 e8 24 78 fe ff 49 89 c4 48  | H..........I..M.........$x..I..H | 
| 1de20 |  85 c0 0f 84 a8 03 00 00 48 8b 35 b1 ed 08 00 48    89 ea 48 89 c7 e8 c6 78 fe ff 85 c0 0f 88 56 02  | ........H.5....H..H....x......V. | 
| 1de40 |  00 00 49 8b 46 08 4c 8b 3d 0b e1 08 00 4c 8b a8    80 00 00 00 4d 85 ed 0f 84 ab 02 00 00 48 8d 3d  | ..I.F.L.=....L......M........H.= | 
| 1de60 |  f4 b1 03 00 e8 97 72 fe ff 85 c0 0f 85 b7 02 00    00 4c 89 e2 4c 89 fe 4c 89 f7 41 ff d5 49 89 c5  | ......r..........L..L..L..A..I.. | 
| 1de80 |  e8 eb 76 fe ff 4d 85 ed 0f 84 8a 03 00 00 49 8b    06 85 c0 78 11 48 83 e8 01 49 89 06 75 08 4c 89  | ..v..M........I....x.H...I..u.L. | 
| 1dea0 |  f7 e8 2a 73 fe ff 49 8b 04 24 85 c0 78 12 48 83    e8 01 49 89 04 24 75 08 4c 89 e7 e8 10 73 fe ff  | ..*s..I..$..x.H...I..$u.L....s.. | 
| 1dec0 |  48 8b 45 00 85 c0 78 0a 48 83 e8 01 48 89 45 00    74 16 48 83 c4 18 4c 89 e8 5b 5d 41 5c 41 5d 41  | H.E...x.H...H.E.t.H...L..[]A\A]A | 
| 1dee0 |  5e 41 5f c3 0f 1f 40 00 48 89 ef e8 e0 72 fe ff    eb e0 66 0f 1f 44 00 00 66 0f ef c0 48 8b 35 e5  | ^A_...@.H....r....f..D..f...H.5. | 
| 1df00 |  d0 08 00 0f 29 04 24 49 8b 7c 24 08 48 39 f7 74    37 e8 5a 78 fe ff 85 c0 75 2e 4c 89 e7 e8 ce 73  | ....).$I.|$.H9.t7.Zx....u.L....s | 
| 1df20 |  fe ff 48 85 c0 0f 84 0d 02 00 00 48 8d 74 24 08    31 c9 31 d2 4c 89 e7 ff d0 4d 89 e6 49 89 c5 e9  | ..H........H.t$.1.1.L....M..I... | 
| 1df40 |  9e fe ff ff 0f 1f 40 00 49 8b 54 24 10 8b 42 10    a8 04 74 c6 4c 8b 72 08 45 31 ed a8 20 75 05 4d  | ......@.I.T$..B...t.L.r.E1...u.M | 
| 1df60 |  8b 6c 24 18 48 8d 3d ed b0 03 00 e8 90 71 fe ff    85 c0 0f 85 76 fe ff ff 31 f6 4c 89 ef 41 ff d6  | .l$.H.=......q......v...1.L..A.. | 
| 1df80 |  49 89 c5 4d 89 e6 e8 e5 75 fe ff 4d 85 ed 0f 84    b4 02 00 00 49 8b 06 85 c0 0f 88 21 ff ff ff 48  | I..M....u..M........I......!...H | 
| 1dfa0 |  83 e8 01 49 89 06 0f 85 14 ff ff ff 4c 89 f7 e8    1c 72 fe ff e9 07 ff ff ff 0f 1f 80 00 00 00 00  | ...I........L....r.............. | 
| 1dfc0 |  49 8b 56 10 8b 42 10 a8 08 0f 84 dc fd ff ff 48    8b 1c 24 4c 8b 6a 08 45 31 e4 a8 20 75 04 4d 8b  | I.V..B.........H..$L.j.E1...u.M. | 
| 1dfe0 |  66 18 48 8d 3d 6f b0 03 00 e8 12 71 fe ff 85 c0    0f 85 a2 02 00 00 48 89 de 4c 89 e7 41 ff d5 49  | f.H.=o.....q..........H..L..A..I | 
| 1e000 |  89 c5 e8 69 75 fe ff 4d 85 ed 0f 84 61 02 00 00    49 8b 07 85 c0 0f 89 ba fd ff ff e9 74 ff ff ff  | ...iu..M....a...I...........t... | 
| 1e020 |  4c 89 e7 e8 a8 71 fe ff e9 50 fd ff ff 0f 1f 00    48 89 d7 49 89 d5 e8 55 70 fe ff 48 85 c0 0f 84  | L....q...P......H..I...Up..H.... | 
| 1e040 |  99 fc ff ff 31 d2 48 8d 35 10 d8 03 00 4c 89 ef    e8 9b 54 ff ff 85 c0 0f 85 80 fc ff ff 45 31 ed  | ....1.H.5....L....T..........E1. | 
| 1e060 |  e9 6d fe ff ff 0f 1f 00 41 bd c0 04 00 00 41 bf    c5 3c 00 00 44 89 ea 44 89 fe 45 31 ed 48 8d 0d  | .m......A.....A..<..D..D..E1.H.. | 
| 1e080 |  c5 d3 03 00 48 8d 3d 05 ba 03 00 e8 20 7a ff ff    e9 2b fe ff ff 0f 1f 00 41 bf 03 3d 00 00 49 8b  | ....H.=......z...+......A..=..I. | 
| 1e0a0 |  06 41 bd c3 04 00 00 85 c0 78 0d 48 83 e8 01 49    89 06 0f 84 50 01 00 00 49 8b 04 24 85 c0 78 b4  | .A.......x.H...I....P...I..$..x. | 
| 1e0c0 |  48 83 e8 01 49 89 04 24 75 aa 4c 89 e7 e8 fe 70    fe ff eb a0 0f 1f 40 00 4c 89 ff e8 f0 70 fe ff  | H...I..$u.L....p......@.L....p.. | 
| 1e0e0 |  e9 fd fc ff ff 0f 1f 00 48 89 e6 31 c9 ba 01 00    00 00 4c 89 f7 e8 86 74 fe ff 49 89 c5 e9 cc fc  | ........H..1......L....t..I..... | 
| 1e100 |  ff ff 66 0f 1f 44 00 00 4c 89 e2 4c 89 fe 4c 89    f7 e8 3a 76 fe ff 49 89 c5 48 85 c0 0f 85 6c fd  | ..f..D..L..L..L...:v..I..H....l. | 
| 1e120 |  ff ff 66 0f 1f 44 00 00 41 bf 04 3d 00 00 e9 6b    ff ff ff 0f 1f 44 00 00 49 8b 44 24 08 4c 8b 2d  | ..f..D..A..=...k.....D..I.D$.L.- | 
| 1e140 |  14 de 08 00 48 8b 98 80 00 00 00 48 85 db 0f 84    7d 01 00 00 48 8d 3d fd ae 03 00 e8 a0 6f fe ff  | ....H......H....}...H.=......o.. | 
| 1e160 |  85 c0 0f 85 86 fc ff ff 31 d2 4c 89 ee 4c 89 e7    ff d3 e9 09 fe ff ff 66 0f 1f 84 00 00 00 00 00  | ........1.L..L.........f........ | 
| 1e180 |  e8 7b 76 fe ff 49 89 c4 e9 96 fb ff ff 0f 1f 00    41 bd c1 04 00 00 41 bf d1 3c 00 00 e9 d3 fe ff  | .{v..I..........A.....A..<...... | 
| 1e1a0 |  ff 0f 1f 80 00 00 00 00 e8 53 76 fe ff 49 89 c6    e9 59 fc ff ff 0f 1f 00 41 bd c3 04 00 00 41 bf  | .........Sv..I...Y......A.....A. | 
| 1e1c0 |  ff 3c 00 00 e9 ab fe ff ff 0f 1f 80 00 00 00 00    49 8b 06 85 c0 0f 88 e5 00 00 00 48 83 e8 01 49  | .<..............I..........H...I | 
| 1e1e0 |  89 06 0f 85 d8 00 00 00 4c 89 f7 41 bd c3 04 00    00 41 bf 01 3d 00 00 e8 d4 6f fe ff e9 73 fe ff  | ........L..A.....A..=....o...s.. | 
| 1e200 |  ff 0f 1f 80 00 00 00 00 4c 89 f7 e8 c0 6f fe ff    e9 a3 fe ff ff 0f 1f 00 e8 03 73 fe ff 48 85 c0  | ........L....o............s..H.. | 
| 1e220 |  0f 85 02 ff ff ff 48 8b 05 c3 cc 08 00 48 8d 35    44 ae 03 00 48 8b 38 e8 44 70 fe ff e9 e7 fe ff  | ......H......H.5D...H.8.Dp...... | 
| 1e240 |  ff 0f 1f 80 00 00 00 00 e8 d3 72 fe ff 48 85 c0    0f 85 98 fb ff ff 48 8b 05 93 cc 08 00 48 8d 35  | ..........r..H........H......H.5 | 
| 1e260 |  14 ae 03 00 48 8b 38 e8 14 70 fe ff e9 7d fb ff    ff e8 aa 72 fe ff 48 85 c0 75 1d 48 8b 05 6e cc  | ....H.8..p...}.....r..H..u.H..n. | 
| 1e280 |  08 00 48 8d 35 ef ad 03 00 48 8b 38 e8 ef 6f fe    ff 0f 1f 80 00 00 00 00 49 8b 07 4d 89 f4 85 c0  | ..H.5....H.8..o.........I..M.... | 
| 1e2a0 |  0f 88 48 fb ff ff 48 83 e8 01 49 89 07 0f 85 3b    fb ff ff 4c 89 ff e8 15 6f fe ff e9 2e fb ff ff  | ..H...H...I....;...L....o....... | 
| 1e2c0 |  41 bd c3 04 00 00 41 bf 01 3d 00 00 e9 a3 fd ff    ff 4c 89 ee 31 d2 4c 89 e7 4d 89 e6 e8 6f 74 fe  | A.....A..=.......L..1.L..M...ot. | 
| 1e2e0 |  ff 49 89 c5 e9 f9 fa ff ff 0f 1f 80 00 00 00 00    41 57 41 56 41 55 41 54 55 53 48 89 fb 48 83 ec  | .I..............AWAVAUATUSH..H.. | 
| 1e300 |  28 48 8b 47 08 48 8b 35 94 e9 08 00 48 8b 80 90    00 00 00 48 85 c0 0f 84 bc 06 00 00 ff d0 48 89  | (H.G.H.5....H......H..........H. | 
| 1e320 |  c5 48 85 ed 0f 84 c6 06 00 00 48 8b 05 c7 cb 08    00 48 39 45 08 0f 85 25 01 00 00 4c 8b 7d 18 4d  | .H........H......H9E...%...L.}.M | 
| 1e340 |  85 ff 0f 84 18 01 00 00 41 8b 07 4c 8b 65 10 83    c0 01 74 03 41 89 07 41 8b 04 24 83 c0 01 74 04  | ........A..L.e....t.A..A..$...t. | 
| 1e360 |  41 89 04 24 48 8b 45 00 85 c0 78 0e 48 83 e8 01    48 89 45 00 0f 84 06 04 00 00 4c 89 7c 24 10 4c  | A..$H.E...x.H...H.E.......L.|$.L | 
| 1e380 |  8b 35 62 cc 08 00 48 c7 44 24 18 00 00 00 00 49    8b 7c 24 08 4c 39 f7 74 0c 4c 89 f6 e8 cf 73 fe  | .5b...H.D$.....I.|$.L9.t.L....s. | 
| 1e3a0 |  ff 85 c0 74 6b 49 8b 54 24 10 8b 42 10 a8 08 74    5f 48 8b 74 24 10 48 8b 6a 08 45 31 ed a8 20 75  | ...tkI.T$..B...t_H.t$.H.j.E1...u | 
| 1e3c0 |  05 4d 8b 6c 24 18 48 8d 3d 8b ac 03 00 48 89 74    24 08 e8 29 6d fe ff 85 c0 0f 85 81 06 00 00 4c  | .M.l$.H.=....H.t$..)m..........L | 
| 1e3e0 |  89 ef 48 8b 74 24 08 ff d5 49 89 c5 e8 7f 71 fe    ff 4d 85 ed 0f 84 46 06 00 00 49 8b 07 85 c0 79  | ..H.t$...I....q..M....F...I....y | 
| 1e400 |  3b e9 d1 00 00 00 66 2e 0f 1f 84 00 00 00 00 00    4c 89 e7 e8 d8 6e fe ff 48 85 c0 0f 84 7f 03 00  | ;.....f.........L....n..H....... | 
| 1e420 |  00 48 8d 74 24 10 31 c9 ba 01 00 00 00 4c 89 e7    ff d0 49 89 c5 49 8b 07 85 c0 78 0d 48 83 e8 01  | .H.t$.1......L....I..I....x.H... | 
| 1e440 |  49 89 07 0f 84 8f 04 00 00 4d 85 ed 0f 85 85 00    00 00 e9 20 06 00 00 66 0f 1f 84 00 00 00 00 00  | I........M.............f........ | 
| 1e460 |  66 0f ef c0 4c 8b 35 7d cb 08 00 0f 29 44 24 10    48 8b 7d 08 4c 39 f7 74 10 4c 89 f6 e8 ef 72 fe  | f...L.5}....)D$.H.}.L9.t.L....r. | 
| 1e480 |  ff 85 c0 0f 84 37 03 00 00 48 8b 55 10 8b 42 10    a8 04 0f 84 28 03 00 00 4c 8b 62 08 45 31 ed a8  | .....7...H.U..B.....(...L.b.E1.. | 
| 1e4a0 |  20 75 04 4c 8b 6d 18 48 8d 3d aa ab 03 00 e8 4d    6c fe ff 85 c0 0f 85 c5 05 00 00 31 f6 4c 89 ef  | .u.L.m.H.=.....Ml..........1.L.. | 
| 1e4c0 |  41 ff d4 49 89 c5 49 89 ec e8 a2 70 fe ff 4d 85    ed 0f 84 49 06 00 00 49 8b 04 24 85 c0 78 0e 48  | A..I..I....p..M....I...I..$..x.H | 
| 1e4e0 |  83 e8 01 49 89 04 24 0f 84 03 03 00 00 48 8b 3d    2c de 08 00 48 8b 35 45 e0 08 00 48 8b 47 08 48  | ...I..$......H.=,...H.5E...H.G.H | 
| 1e500 |  8b 80 90 00 00 00 48 85 c0 0f 84 21 05 00 00 ff    d0 49 89 c4 4d 85 e4 0f 84 e3 04 00 00 48 8b 2d  | ......H....!.....I..M........H.- | 
| 1e520 |  2c eb 08 00 48 89 5c 24 18 48 c7 44 24 10 00 00    00 00 48 8b 7d 08 4c 39 f7 0f 84 71 01 00 00 4c  | ,...H.\$.H.D$.....H.}.L9...q...L | 
| 1e540 |  89 f6 e8 29 72 fe ff 85 c0 0f 85 61 01 00 00 48    89 ef e8 99 6d fe ff 48 8d 74 24 18 31 c9 48 89  | ...)r......a...H....m..H.t$.1.H. | 
| 1e560 |  ef ba 01 00 00 00 48 85 c0 0f 84 91 02 00 00 ff    d0 48 89 c3 48 85 db 0f 84 ab 01 00 00 48 8b 05  | ......H..........H..H........H.. | 
| 1e580 |  74 c9 08 00 49 39 44 24 08 0f 85 81 02 00 00 4d    8b 7c 24 18 4d 85 ff 0f 84 73 02 00 00 41 8b 07  | t...I9D$.......M.|$.M....s...A.. | 
| 1e5a0 |  4d 8b 74 24 10 83 c0 01 74 03 41 89 07 41 8b 06    83 c0 01 74 03 41 89 06 49 8b 04 24 85 c0 78 0e  | M.t$....t.A..A.....t.A..I..$..x. | 
| 1e5c0 |  48 83 e8 01 49 89 04 24 0f 84 72 03 00 00 66 49    0f 6e c7 66 48 0f 6e cb 48 8d 6c 24 10 41 bc 02  | H...I..$..r...fI.n.fH.n.H.l$.A.. | 
| 1e5e0 |  00 00 00 66 0f 6c c1 0f 29 44 24 10 4c 89 f7 e8    fc 6c fe ff 31 c9 4c 89 e2 48 89 ee 4c 89 f7 48  | ...f.l..)D$.L....l..1.L..H..L..H | 
| 1e600 |  85 c0 0f 84 88 01 00 00 ff d0 48 89 c5 4d 85 ff    74 14 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07  | ..........H..M..t.I....x.H...I.. | 
| 1e620 |  0f 84 2a 03 00 00 48 8b 03 85 c0 78 0d 48 83 e8    01 48 89 03 0f 84 8e 02 00 00 48 85 ed 0f 84 ad  | ..*...H....x.H...H........H..... | 
| 1e640 |  04 00 00 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89    06 0f 84 91 02 00 00 48 89 ee 4c 89 ef e8 fe 6a  | ...I....x.H...I........H..L....j | 
| 1e660 |  fe ff 48 85 c0 0f 84 f5 02 00 00 49 8b 55 00 85    d2 78 0e 48 83 ea 01 49 89 55 00 0f 84 9f 02 00  | ..H........I.U...x.H...I.U...... | 
| 1e680 |  00 48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55    00 0f 84 61 02 00 00 48 83 c4 28 5b 5d 41 5c 41  | .H.U...x.H...H.U...a...H..([]A\A | 
| 1e6a0 |  5d 41 5e 41 5f c3 66 2e 0f 1f 84 00 00 00 00 00    48 8b 55 10 8b 42 10 a8 08 0f 84 90 fe ff ff 48  | ]A^A_.f.........H.U..B.........H | 
| 1e6c0 |  8b 74 24 18 48 8b 5a 08 45 31 ff a8 20 75 04 4c    8b 7d 18 48 8d 3d 7e a9 03 00 48 89 74 24 08 e8  | .t$.H.Z.E1...u.L.}.H.=~...H.t$.. | 
| 1e6e0 |  1c 6a fe ff 48 8b 74 24 08 85 c0 75 3b 4c 89 ff    ff d3 48 89 c3 e8 76 6e fe ff 48 85 db 0f 85 7a  | .j..H.t$...u;L....H...vn..H....z | 
| 1e700 |  fe ff ff e8 18 6e fe ff 48 85 c0 75 1b 48 8b 05    dc c7 08 00 48 8d 35 5d a9 03 00 48 8b 38 e8 5d  | .....n..H..u.H......H.5]...H.8.] | 
| 1e720 |  6b fe ff 0f 1f 44 00 00 49 8b 45 00 85 c0 0f 88    5c 04 00 00 48 83 e8 01 49 89 45 00 0f 85 4e 04  | k....D..I.E.....\...H...I.E...N. | 
| 1e740 |  00 00 41 be d8 1f 00 00 4c 89 ef e8 80 6a fe ff    49 8b 04 24 85 c0 0f 88 32 02 00 00 48 83 e8 01  | ..A.....L....j..I..$....2...H... | 
| 1e760 |  49 89 04 24 0f 85 24 02 00 00 4c 89 e7 e8 5e 6a    fe ff e9 17 02 00 00 66 0f 1f 84 00 00 00 00 00  | I..$..$...L...^j.......f........ | 
| 1e780 |  48 89 ef e8 48 6a fe ff e9 ed fb ff ff 0f 1f 00    e8 eb 6d fe ff 48 89 c5 e9 70 fe ff ff 0f 1f 00  | H...Hj............m..H...p...... | 
| 1e7a0 |  48 8d 74 24 10 31 c9 ba 01 00 00 00 4c 89 e7 e8    cc 6d fe ff 49 89 c5 e9 79 fc ff ff 0f 1f 40 00  | H.t$.1......L....m..I...y.....@. | 
| 1e7c0 |  48 89 ef e8 28 6b fe ff 48 85 c0 0f 84 df 02 00    00 48 8d 74 24 18 31 c9 31 d2 48 89 ef ff d0 49  | H...(k..H........H.t$.1.1.H....I | 
| 1e7e0 |  89 ec 49 89 c5 e9 5f fc ff ff 66 0f 1f 44 00 00    4c 89 e7 e8 d8 69 fe ff e9 f0 fc ff ff 0f 1f 00  | ..I..._...f..D..L....i.......... | 
| 1e800 |  e8 7b 6d fe ff 48 89 c3 e9 67 fd ff ff 0f 1f 00    48 c7 44 24 10 00 00 00 00 48 89 5c 24 18 49 8b  | .{m..H...g......H.D$.....H.\$.I. | 
| 1e820 |  7c 24 08 4c 39 f7 74 0c 4c 89 f6 e8 40 6f fe ff    85 c0 74 6c 49 8b 54 24 10 8b 42 10 a8 08 74 60  | |$.L9.t.L...@o....tlI.T$..B...t` | 
| 1e840 |  4c 8b 7c 24 18 4c 8b 72 08 31 ed a8 20 75 05 49    8b 6c 24 18 48 8d 3d fd a7 03 00 e8 a0 68 fe ff  | L.|$.L.r.1...u.I.l$.H.=......h.. | 
| 1e860 |  85 c0 0f 85 08 03 00 00 48 89 ef 4c 89 fe 41 ff    d6 48 89 c5 e8 f7 6c fe ff 48 85 ed 0f 84 c7 02  | ........H..L..A..H....l..H...... | 
| 1e880 |  00 00 48 8b 03 85 c0 78 09 48 83 e8 01 48 89 03    74 2e 4d 89 e6 e9 a9 fd ff ff 66 0f 1f 44 00 00  | ..H....x.H...H..t.M.......f..D.. | 
| 1e8a0 |  4d 89 e6 45 31 ff 48 8d 6c 24 18 41 bc 01 00 00    00 e9 36 fd ff ff 66 2e 0f 1f 84 00 00 00 00 00  | M..E1.H.l$.A......6...f......... | 
| 1e8c0 |  4d 89 e6 0f 1f 44 00 00 48 89 df e8 00 69 fe ff    e9 65 fd ff ff 0f 1f 00 4c 89 ff e8 f0 68 fe ff  | M....D..H....i...e......L....h.. | 
| 1e8e0 |  e9 64 fb ff ff 0f 1f 00 4c 89 f7 e8 e0 68 fe ff    e9 62 fd ff ff 0f 1f 00 48 89 ef 48 89 44 24 08  | .d......L....h...b......H..H.D$. | 
| 1e900 |  e8 cb 68 fe ff 48 8b 44 24 08 48 83 c4 28 5b 5d    41 5c 41 5d 41 5e 41 5f c3 0f 1f 80 00 00 00 00  | ..h..H.D$.H..([]A\A]A^A_........ | 
| 1e920 |  4c 89 ef 48 89 44 24 08 e8 a3 68 fe ff 48 8b 44    24 08 e9 4a fd ff ff 66 0f 1f 84 00 00 00 00 00  | L..H.D$...h..H.D$..J...f........ | 
| 1e940 |  4c 89 e7 e8 88 68 fe ff e9 81 fc ff ff 0f 1f 00    4c 89 ff e8 78 68 fe ff e9 c9 fc ff ff 0f 1f 00  | L....h..........L...xh.......... | 
| 1e960 |  49 8b 45 00 85 c0 78 0a 48 83 e8 01 49 89 45 00    74 48 48 8b 45 00 41 be f1 1f 00 00 85 c0 78 0e  | I.E...x.H...I.E.tHH.E.A.......x. | 
| 1e980 |  48 83 e8 01 48 89 45 00 0f 84 12 01 00 00 44 89    f6 48 8d 0d b1 ca 03 00 ba c0 00 00 00 48 8d 3d  | H...H.E.......D..H...........H.= | 
| 1e9a0 |  14 b1 03 00 e8 07 71 ff ff 48 83 c4 28 31 c0 5b    5d 41 5c 41 5d 41 5e 41 5f c3 4c 89 ef 41 be f1  | ......q..H..(1.[]A\A]A^A_.L..A.. | 
| 1e9c0 |  1f 00 00 e8 08 68 fe ff 48 8b 45 00 85 c0 79 b0    eb bc 66 0f 1f 44 00 00 e8 23 6e fe ff 48 89 c5  | .....h..H.E...y...f..D...#n..H.. | 
| 1e9e0 |  48 85 ed 0f 85 41 f9 ff ff 0f 1f 80 00 00 00 00    41 be be 1f 00 00 eb 96 0f 1f 84 00 00 00 00 00  | H....A..........A............... | 
| 1ea00 |  49 8b 45 00 41 be d6 1f 00 00 85 c0 78 80 48 83    e8 01 49 89 45 00 0f 85 72 ff ff ff 4c 89 ef e8  | I.E.A.......x.H...I.E...r...L... | 
| 1ea20 |  ac 67 fe ff e9 65 ff ff ff 0f 1f 80 00 00 00 00    e8 cb 6d fe ff 49 89 c4 e9 d7 fa ff ff 0f 1f 00  | .g...e............m..I.......... | 
| 1ea40 |  e8 db 6a fe ff 48 85 c0 75 16 48 8b 05 9f c4 08    00 48 8d 35 20 a6 03 00 48 8b 38 e8 20 68 fe ff  | ..j..H..u.H......H.5....H.8..h.. | 
| 1ea60 |  49 8b 07 4c 89 e5 85 c0 78 16 48 83 e8 01 49 89    07 0f 84 45 01 00 00 4c 89 e5 66 0f 1f 44 00 00  | I..L....x.H...I....E...L..f..D.. | 
| 1ea80 |  48 8b 45 00 41 be d2 1f 00 00 85 c0 0f 89 ee fe    ff ff e9 f7 fe ff ff 66 0f 1f 84 00 00 00 00 00  | H.E.A..................f........ | 
| 1eaa0 |  48 89 ef e8 28 67 fe ff e9 e1 fe ff ff 0f 1f 00    48 8b 45 08 4c 8b 2d 9d d4 08 00 4c 8b a0 80 00  | H...(g..........H.E.L.-....L.... | 
| 1eac0 |  00 00 4d 85 e4 0f 84 d0 00 00 00 48 8d 3d 86 a5    03 00 e8 29 66 fe ff 85 c0 75 a5 31 d2 4c 89 ee  | ..M........H.=.....)f....u.1.L.. | 
| 1eae0 |  48 89 ef 41 ff d4 e9 d8 f9 ff ff 0f 1f 44 00 00    49 8b 45 00 4d 89 f4 85 c0 78 15 48 83 e8 01 49  | H..A.........D..I.E.M....x.H...I | 
| 1eb00 |  89 45 00 75 0b 41 be ed 1f 00 00 e9 38 fc ff ff    41 be ed 1f 00 00 e9 35 fc ff ff 0f 1f 44 00 00  | .E.u.A......8...A......5.....D.. | 
| 1eb20 |  e8 fb 69 fe ff 48 85 c0 0f 85 52 ff ff ff 48 8b    05 bb c3 08 00 48 8d 35 3c a5 03 00 48 8b 38 e8  | ..i..H....R...H......H.5<...H.8. | 
| 1eb40 |  3c 67 fe ff e9 37 ff ff ff e8 d2 69 fe ff 48 85    c0 75 1d 48 8b 05 96 c3 08 00 48 8d 35 17 a5 03  | <g...7.....i..H..u.H......H.5... | 
| 1eb60 |  00 48 8b 38 e8 17 67 fe ff 0f 1f 80 00 00 00 00    48 8b 03 85 c0 78 52 48 83 e8 01 4d 89 e6 48 89  | .H.8..g.........H....xRH...M..H. | 
| 1eb80 |  03 0f 85 69 ff ff ff 31 ed e9 3a fd ff ff 66 90    41 be d8 1f 00 00 e9 b5 fb ff ff 4c 89 ee 31 d2  | ...i...1..:...f.A..........L..1. | 
| 1eba0 |  48 89 ef e8 a8 6b fe ff 49 89 c5 48 85 c0 0f 84    cc fe ff ff 49 89 ec e9 1b f9 ff ff 4c 89 ff e8  | H....k..I..H........I.......L... | 
| 1ebc0 |  0c 66 fe ff e9 ae fe ff ff 49 8b 45 00 41 be ed    1f 00 00 85 c0 0f 89 20 ff ff ff e9 70 fb ff ff  | .f.......I.E.A..............p... | 
| 1ebe0 |  e9 0b f7 ff ff 66 66 2e 0f 1f 84 00 00 00 00 00    e9 fb f6 ff ff 66 66 2e 0f 1f 84 00 00 00 00 00  | .....ff..............ff......... | 
| 1ec00 |  48 8b 47 08 48 8b 80 90 00 00 00 48 3b 05 46 c3    08 00 75 0c b9 01 00 00 00 31 d2 e9 80 65 fe ff  | H.G.H......H;.F...u......1...e.. | 
| 1ec20 |  41 56 41 55 41 54 55 53 48 83 ec 10 48 85 c0 74    1f ff d0 49 89 c4 4d 85 e4 74 25 48 83 c4 10 4c  | AVAUATUSH...H..t...I..M..t%H...L | 
| 1ec40 |  89 e0 5b 5d 41 5c 41 5d 41 5e c3 0f 1f 44 00 00    e8 ab 6b fe ff 49 89 c4 eb dc 66 0f 1f 44 00 00  | ..[]A\A]A^...D....k..I....f..D.. | 
| 1ec60 |  e8 6b 64 fe ff 48 89 c3 48 8b 05 51 c3 08 00 4c    8b 43 60 48 8b 28 4d 85 c0 74 c0 49 8b 78 08 48  | .kd..H..H..Q...L.C`H.(M..t.I.x.H | 
| 1ec80 |  39 fd 0f 84 84 00 00 00 48 8b 45 08 48 8b 80 a8    00 00 00 a9 00 00 00 04 0f 85 e9 00 00 00 48 8b  | 9.......H.E.H.................H. | 
| 1eca0 |  57 08 f6 82 ab 00 00 00 80 0f 84 b1 00 00 00 f6    87 ab 00 00 00 40 0f 84 a4 00 00 00 a9 00 00 00  | W....................@.......... | 
| 1ecc0 |  80 0f 84 99 00 00 00 f6 85 ab 00 00 00 40 0f 84    8c 00 00 00 48 8b 97 58 01 00 00 48 85 d2 74 59  | .............@......H..X...H..tY | 
| 1ece0 |  48 8b 4a 10 48 85 c9 0f 8e 4e ff ff ff 31 c0 eb    14 0f 1f 80 00 00 00 00 48 83 c0 01 48 39 c1 0f  | H.J.H....N...1..........H...H9.. | 
| 1ed00 |  84 36 ff ff ff 48 3b 6c c2 18 75 ec 48 c7 43 60    00 00 00 00 49 8b 00 85 c0 0f 88 1c ff ff ff 48  | .6...H;l..u.H.C`....I..........H | 
| 1ed20 |  83 e8 01 49 89 00 0f 85 0f ff ff ff 4c 89 c7 e8    9c 64 fe ff e9 02 ff ff ff 48 8b bf 00 01 00 00  | ...I........L....d.......H...... | 
| 1ed40 |  48 39 fd 74 c7 48 85 ff 75 ef 48 3b 2d 4f c2 08    00 74 b9 e9 e3 fe ff ff 0f 1f 84 00 00 00 00 00  | H9.t.H..u.H;-O...t.............. | 
| 1ed60 |  48 89 ee e8 08 65 fe ff 85 c0 0f 84 cb fe ff ff    4c 8b 43 60 48 c7 43 60 00 00 00 00 4d 85 c0 0f  | H....e..........L.C`H.C`....M... | 
| 1ed80 |  84 b6 fe ff ff eb 8d 4c 8b 6d 10 4d 85 ed 0f 8e    a7 fe ff ff 31 c0 eb 09 48 83 c0 01 49 39 c5 74  | .......L.m.M........1...H...I9.t | 
| 1eda0 |  0c 48 3b 7c c5 18 75 f0 e9 5f ff ff ff 45 31 f6    4a 8b 74 f5 18 48 39 f7 74 b6 48 89 7c 24 08 e8  | .H;|..u.._...E1.J.t..H9.t.H.|$.. | 
| 1edc0 |  ac 57 ff ff 48 8b 7c 24 08 85 c0 75 a3 49 83 c6    01 4d 39 f5 75 da e9 60 fe ff ff 0f 1f 44 00 00  | .W..H.|$...u.I...M9.u..`.....D.. | 
| 1ede0 |  41 57 48 8d 05 97 de 08 00 41 56 41 55 41 54 49    89 d4 55 53 48 89 fb 48 83 ec 48 48 c7 44 24 28  | AWH......AVAUATI..USH..H..HH.D$( | 
| 1ee00 |  00 00 00 00 48 89 44 24 30 48 c7 44 24 38 00 00    00 00 48 85 c9 0f 84 55 02 00 00 48 89 cd 4c 8d  | ....H.D$0H.D$8....H....U...H..L. | 
| 1ee20 |  34 d6 48 85 d2 0f 84 cd 02 00 00 48 83 fa 01 0f    85 cb 01 00 00 4c 8b 2e 48 8b 49 10 4c 89 6c 24  | 4.H........H.........L..H.I.L.l$ | 
| 1ee40 |  28 48 85 c9 0f 8f ee 0d 00 00 49 8b 45 08 48 8b    90 a8 00 00 00 f7 c2 00 00 00 20 0f 85 27 02 00  | (H........I.E.H..............'.. | 
| 1ee60 |  00 f7 c2 00 00 00 04 75 0c f7 c2 00 00 00 02 0f    84 33 0d 00 00 48 8b 2d 7c c1 08 00 48 39 e8 0f  | .......u.........3...H.-|...H9.. | 
| 1ee80 |  84 f3 06 00 00 48 3b 05 84 c0 08 00 0f 84 2e 07    00 00 4c 8b 60 70 4d 85 e4 0f 84 19 05 00 00 49  | .....H;...........L.`pM........I | 
| 1eea0 |  83 7c 24 08 00 0f 84 0d 05 00 00 31 ff e8 0e 65    fe ff 49 89 c6 48 85 c0 0f 84 ea 0d 00 00 48 89  | .|$........1...e..I..H........H. | 
| 1eec0 |  c6 4c 89 ef 41 ff 54 24 08 49 89 c4 49 8b 06 85    c0 78 0d 48 83 e8 01 49 89 06 0f 84 b8 0f 00 00  | .L..A.T$.I..I....x.H...I........ | 
| 1eee0 |  4d 85 e4 0f 84 bf 0d 00 00 48 8b 35 70 d1 08 00    4c 39 e6 0f 84 67 07 00 00 48 8b 05 d0 c0 08 00  | M........H.5p...L9...g...H...... | 
| 1ef00 |  49 39 44 24 08 0f 94 c2 48 39 46 08 0f 94 c0 84    d2 0f 84 d1 04 00 00 84 c0 0f 84 c9 04 00 00 49  | I9D$....H9F....................I | 
| 1ef20 |  8b 54 24 10 48 3b 56 10 0f 85 d7 04 00 00 49 8b    44 24 18 48 8b 4e 18 48 39 c8 40 0f 95 c7 48 83  | .T$.H;V.......I.D$.H.N.H9.@...H. | 
| 1ef40 |  f8 ff 0f 95 c0 40 84 c7 74 0a 48 83 f9 ff 0f 85    b1 04 00 00 45 0f b6 44 24 20 0f b6 7e 20 44 89  | .....@..t.H.........E..D$...~.D. | 
| 1ef60 |  c0 89 f9 c0 e8 02 c0 e9 02 83 e0 07 83 e1 07 38    c8 0f 85 8e 04 00 00 41 f6 c0 20 0f 85 f4 11 00  | ...............8.......A........ | 
| 1ef80 |  00 4d 8b 4c 24 38 40 f6 c7 20 0f 85 d1 11 00 00    48 8b 76 38 0f b6 c8 83 f9 01 0f 84 1e 12 00 00  | .M.L$8@.........H.v8............ | 
| 1efa0 |  83 f9 02 0f 84 48 12 00 00 41 8b 09 8b 3e 39 cf    0f 85 4f 04 00 00 48 83 fa 01 0f 84 a0 06 00 00  | .....H...A...>9...O...H......... | 
| 1efc0 |  0f b6 c0 4c 89 cf 45 31 f6 48 0f af d0 e8 3e 64    fe ff 85 c0 41 0f 95 c6 49 8b 04 24 85 c0 78 0e  | ...L..E1.H....>d....A...I..$..x. | 
| 1efe0 |  48 83 e8 01 49 89 04 24 0f 84 c3 11 00 00 45 85    f6 0f 84 75 06 00 00 e9 1f 04 00 00 0f 1f 40 00  | H...I..$......E....u..........@. | 
| 1f000 |  48 83 ec 08 48 8b 05 2d bf 08 00 48 8d 15 20 c5    03 00 48 8d 35 e7 a5 03 00 41 54 4c 8d 0d 0c c4  | H...H..-...H......H.5....ATL.... | 
| 1f020 |  03 00 41 b8 01 00 00 00 48 8d 0d a8 c4 03 00 48    8b 38 31 c0 e8 57 67 fe ff 58 be 03 26 00 00 5a  | ..A.....H......H.81..Wg..X..&..Z | 
| 1f040 |  48 8d 0d 02 c4 03 00 ba 37 01 00 00 48 8d 3d 95    aa 03 00 45 31 e4 e8 55 6a ff ff 48 83 c4 48 4c  | H.......7...H.=....E1..Uj..H..HL | 
| 1f060 |  89 e0 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 00    48 83 fa 01 75 8a 4c 8b 2e 4c 89 6c 24 28 e9 c7  | ..[]A\A]A^A_....H...u.L..L.l$(.. | 
| 1f080 |  fd ff ff 0f 1f 44 00 00 48 8b 35 e1 d2 08 00 4c    89 ef e8 39 62 fe ff 85 c0 0f 88 71 0e 00 00 0f  | .....D..H.5....L...9b......q.... | 
| 1f0a0 |  85 9b 00 00 00 48 8b 35 ec dd 08 00 48 8b 3d 95    df 08 00 31 d2 e8 26 45 ff ff 49 89 c4 48 85 c0  | .....H.5....H.=....1..&E..I..H.. | 
| 1f0c0 |  0f 84 4a 13 00 00 48 89 c7 e8 02 58 ff ff 49 8b    04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84  | ..J...H....X..I..$..x.H...I..$.. | 
| 1f0e0 |  23 11 00 00 ba 6d 01 00 00 be 57 26 00 00 e9 71    03 00 00 0f 1f 44 00 00 4c 8b 79 10 4c 8b 2d 7d  | #....m....W&...q.....D..L.y.L.-} | 
| 1f100 |  db 08 00 31 c0 4d 85 ff 7f 13 e9 31 09 00 00 90    48 83 c0 01 4c 39 f8 0f 84 63 07 00 00 4c 3b 6c  | ...1.M.....1....H...L9...c...L;l | 
| 1f120 |  c5 18 75 ec 4d 8b 2c c6 4c 89 6c 24 28 4d 85 ed    0f 84 13 09 00 00 49 8d 4f ff e9 02 fd ff ff 90  | ..u.M.,.L.l$(M........I.O....... | 
| 1f140 |  48 8b 35 41 db 08 00 4c 89 ef e8 81 61 fe ff 85    c0 0f 88 fb 0f 00 00 0f 84 48 ff ff ff 41 8b 45  | H.5A...L....a............H...A.E | 
| 1f160 |  00 45 31 ff 83 c0 01 74 04 41 89 45 00 49 8b 45    08 48 8b 35 10 d4 08 00 4c 89 ef 48 8b 80 90 00  | .E1....t.A.E.I.E.H.5....L..H.... | 
| 1f180 |  00 00 48 85 c0 0f 84 35 0d 00 00 ff d0 49 89 c4    4d 85 e4 0f 84 0f 0d 00 00 49 8b 44 24 08 4c 8b  | ..H....5.....I..M........I.D$.L. | 
| 1f1a0 |  35 0b dd 08 00 48 8b a8 80 00 00 00 48 85 ed 0f    84 bb 0a 00 00 48 8d 3d 9c 9e 03 00 e8 3f 5f fe  | 5....H......H........H.=.....?_. | 
| 1f1c0 |  ff 85 c0 0f 85 c7 0d 00 00 31 d2 4c 89 f6 4c 89    e7 ff d5 48 89 c5 e8 95 63 fe ff 48 85 ed 0f 84  | .........1.L..L....H....c..H.... | 
| 1f1e0 |  1c 0e 00 00 49 8b 04 24 85 c0 78 0e 48 83 e8 01    49 89 04 24 0f 84 b6 08 00 00 48 8b 05 07 bd 08  | ....I..$..x.H...I..$......H..... | 
| 1f200 |  00 48 39 45 08 0f 84 a5 03 00 00 48 89 ef e8 bd    63 fe ff 66 0f 2e 05 15 0d 08 00 0f 8b ff 0c 00  | .H9E.......H....c..f............ | 
| 1f220 |  00 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45    00 0f 84 89 08 00 00 f2 0f 11 43 58 49 8b 45 08  | .H.E...x.H...H.E..........CXI.E. | 
| 1f240 |  4c 89 ef 48 8b 35 3e d3 08 00 48 8b 80 90 00 00    00 48 85 c0 0f 84 66 0d 00 00 ff d0 48 89 c5 48  | L..H.5>...H......H....f.....H..H | 
| 1f260 |  85 ed 0f 84 40 0d 00 00 48 8b 45 08 4c 8b 35 45    dc 08 00 4c 8b a0 80 00 00 00 4d 85 e4 0f 84 a5  | ....@...H.E.L.5E...L......M..... | 
| 1f280 |  0a 00 00 48 8d 3d ce 9d 03 00 e8 71 5e fe ff 85    c0 0f 85 b1 0a 00 00 31 d2 4c 89 f6 48 89 ef 41  | ...H.=.....q^..........1.L..H..A | 
| 1f2a0 |  ff d4 49 89 c4 e8 c6 62 fe ff 4d 85 e4 0f 84 0d    0e 00 00 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48  | ..I....b..M........H.E...x.H...H | 
| 1f2c0 |  89 45 00 0f 84 07 0a 00 00 49 8b 44 24 08 f6 80    ab 00 00 00 01 0f 84 c7 0f 00 00 49 8b 44 24 10  | .E.......I.D$..............I.D$. | 
| 1f2e0 |  48 83 f8 0f 0f 87 f6 02 00 00 83 e0 03 ba 01 00    00 00 48 29 c2 41 8b 44 24 18 48 0f af c2 48 63  | H.................H).A.D$.H...Hc | 
| 1f300 |  d0 89 c5 48 39 d0 0f 85 24 03 00 00 83 fd ff 0f    84 31 03 00 00 49 8b 04 24 85 c0 78 0e 48 83 e8  | ...H9...$........1...I..$..x.H.. | 
| 1f320 |  01 49 89 04 24 0f 84 b5 09 00 00 48 8b 7b 18 89    6b 50 4c 89 ea 48 8b 35 44 d9 08 00 48 8b 47 08  | .I..$......H.{..kPL..H.5D...H.G. | 
| 1f340 |  48 8b 80 98 00 00 00 48 85 c0 0f 84 28 0d 00 00    ff d0 85 c0 0f 88 a6 09 00 00 48 8b 05 17 bc 08  | H......H....(.............H..... | 
| 1f360 |  00 8b 10 49 89 c4 83 c2 01 74 05 89 10 0f 1f 00    49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00  | ...I.....t......I.E...x.H...I.E. | 
| 1f380 |  0f 84 1a 02 00 00 4d 85 ff 0f 84 cc fc ff ff 49    8b 07 85 c0 0f 88 c1 fc ff ff 48 83 e8 01 49 89  | ......M........I..........H...I. | 
| 1f3a0 |  07 0f 85 b4 fc ff ff 4c 89 ff e8 21 5e fe ff e9    a7 fc ff ff 0f 1f 40 00 48 8b 40 68 48 85 c0 0f  | .......L...!^.........@.H.@hH... | 
| 1f3c0 |  84 3b 08 00 00 48 8b 40 18 48 85 c0 0f 84 2e 08    00 00 31 f6 4c 89 ef ff d0 49 89 c4 e9 ff fa ff  | .;...H.@.H........1.L....I...... | 
| 1f3e0 |  ff 0f 1f 80 00 00 00 00 4c 8b 05 89 bb 08 00 4d    39 c4 75 04 84 c0 75 0d 4c 39 c6 0f 85 7f 00 00  | ........L......M9.u...u.L9...... | 
| 1f400 |  00 84 d2 74 7b 49 8b 04 24 85 c0 78 0e 48 83 e8    01 49 89 04 24 0f 84 55 04 00 00 48 8b 35 86 da  | ...t{I..$..x.H...I..$..U...H.5.. | 
| 1f420 |  08 00 48 8b 3d 1f dc 08 00 31 d2 e8 b0 41 ff ff    49 89 c4 48 85 c0 0f 84 b2 0f 00 00 48 89 c7 e8  | ..H.=....1...A..I..H........H... | 
| 1f440 |  8c 54 ff ff 49 8b 04 24 85 c0 78 0e 48 83 e8 01    49 89 04 24 0f 84 3f 0d 00 00 ba 74 01 00 00 be  | .T..I..$..x.H...I..$..?....t.... | 
| 1f460 |  b8 26 00 00 48 8d 0d de bf 03 00 48 8d 3d 76 a6    03 00 45 31 e4 e8 36 66 ff ff e9 dc fb ff ff 90  | .&..H......H.=v...E1..6f........ | 
| 1f480 |  ba 03 00 00 00 4c 89 e7 4c 89 44 24 08 e8 8e 5d    fe ff 49 89 c7 48 85 c0 0f 84 85 0e 00 00 48 3b  | .....L..L.D$...]..I..H........H; | 
| 1f4a0 |  05 db ba 08 00 41 0f 94 c6 48 3b 05 98 ba 08 00    0f 94 c0 44 08 f0 0f 85 64 06 00 00 4c 8b 44 24  | .....A...H;........D....d...L.D$ | 
| 1f4c0 |  08 4d 39 c7 0f 84 56 06 00 00 4c 89 ff e8 0e 61    fe ff 41 89 c6 49 8b 07 85 c0 0f 89 34 0d 00 00  | .M9...V...L....a..A..I......4... | 
| 1f4e0 |  45 85 f6 0f 89 ef fa ff ff bb a9 26 00 00 ba 73    01 00 00 45 31 f6 31 ed 45 31 ff 45 31 ed 49 8b  | E..........&...s...E1.1.E1.E1.I. | 
| 1f500 |  04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84    64 06 00 00 48 85 ed 74 16 48 8b 45 00 85 c0 78  | .$..x.H...I..$..d...H..t.H.E...x | 
| 1f520 |  0e 48 83 e8 01 48 89 45 00 0f 84 61 06 00 00 4d    85 f6 74 14 49 8b 06 85 c0 78 0d 48 83 e8 01 49  | .H...H.E...a...M..t.I....x.H...I | 
| 1f540 |  89 06 0f 84 18 06 00 00 48 8d 0d fa be 03 00 89    de 48 8d 3d 90 a5 03 00 45 31 e4 e8 50 65 ff ff  | ........H........H.=....E1..Pe.. | 
| 1f560 |  4d 85 ed 0f 84 1d fe ff ff 45 31 e4 e9 ff fd ff    ff 0f 1f 80 00 00 00 00 49 83 7d 10 00 0f 84 7d  | M........E1.............I.}....} | 
| 1f580 |  06 00 00 49 8b 45 18 4c 8b 20 41 8b 04 24 83 c0    01 0f 84 52 f9 ff ff 41 89 04 24 e9 49 f9 ff ff  | ...I.E.L..A..$.....R...A..$.I... | 
| 1f5a0 |  4c 89 ef e8 28 5c fe ff e9 d9 fd ff ff 0f 1f 00    f2 0f 10 45 10 e9 59 fc ff ff 66 0f 1f 44 00 00  | L...(\.............E..Y...f..D.. | 
| 1f5c0 |  49 83 7d 10 00 0f 84 35 06 00 00 4d 8b 65 18 41    8b 04 24 83 c0 01 75 bf e9 0c f9 ff ff 0f 1f 00  | I.}....5...M.e.A..$...u......... | 
| 1f5e0 |  48 89 c1 ba 01 00 00 00 48 c1 e8 03 83 e1 03 48    29 ca 48 0f af c2 48 83 f8 fe 0f 84 e0 08 00 00  | H.......H......H).H...H......... | 
| 1f600 |  48 83 f8 02 0f 85 d6 04 00 00 41 8b 44 24 1c 41    8b 54 24 18 48 c1 e0 1e 48 09 d0 48 63 d0 89 c5  | H.........A.D$.A.T$.H...H..Hc... | 
| 1f620 |  48 39 d0 0f 84 e3 fc ff ff 0f 1f 80 00 00 00 00    48 8b 05 29 b9 08 00 48 8d 35 42 9b 03 00 48 8b  | H9..............H..)...H.5B...H. | 
| 1f640 |  38 e8 3a 5c fe ff e8 d5 5e fe ff 48 85 c0 0f 85    3a 0c 00 00 bd ff ff ff ff e9 b7 fc ff ff 66 90  | 8.:\....^..H....:.............f. | 
| 1f660 |  49 8b 04 24 85 c0 0f 89 d4 09 00 00 e8 cf 5f fe    ff 49 89 c4 48 85 c0 0f 84 e6 0c 00 00 49 8b 45  | I..$.........._..I..H........I.E | 
| 1f680 |  08 48 39 e8 0f 84 be 01 00 00 48 3b 05 7f b8 08    00 0f 84 e1 03 00 00 48 8b 68 70 48 85 ed 74 40  | .H9.......H;...........H.hpH..t@ | 
| 1f6a0 |  48 83 7d 08 00 74 39 31 ff e8 12 5d fe ff 49 89    c7 48 85 c0 0f 84 8f 04 00 00 48 89 c6 4c 89 ef  | H.}..t91...]..I..H........H..L.. | 
| 1f6c0 |  ff 55 08 48 89 c5 49 8b 07 85 c0 78 37 48 83 e8    01 49 89 07 75 2e 4c 89 ff e8 f2 5a fe ff eb 24  | .U.H..I....x7H...I..u.L....Z...$ | 
| 1f6e0 |  48 8b 40 68 48 85 c0 0f 84 63 07 00 00 48 8b 40    18 48 85 c0 0f 84 56 07 00 00 31 f6 4c 89 ef ff  | H.@hH....c...H.@.H....V...1.L... | 
| 1f700 |  d0 48 89 c5 48 85 ed 0f 84 db 08 00 00 48 8b 35    5c cc 08 00 48 89 ea 4c 89 e7 e8 e1 5f fe ff 85  | .H..H........H.5\...H..L...._... | 
| 1f720 |  c0 0f 88 49 06 00 00 48 8b 45 00 85 c0 78 0e 48    83 e8 01 48 89 45 00 0f 84 63 03 00 00 e8 fe 5e  | ...I...H.E...x.H...H.E...c.....^ | 
| 1f740 |  fe ff 48 89 c5 48 85 c0 0f 84 2a 08 00 00 b9 01    00 00 00 31 d2 be 01 00 00 00 4c 89 ef e8 1e 48  | ..H..H....*........1......L....H | 
| 1f760 |  ff ff 49 89 c6 48 85 c0 0f 84 62 08 00 00 48 8b    35 2b cf 08 00 48 89 c2 48 89 ef e8 80 5f fe ff  | ..I..H....b...H.5+...H..H...._.. | 
| 1f780 |  85 c0 0f 88 d8 07 00 00 49 8b 06 85 c0 78 0d 48    83 e8 01 49 89 06 0f 84 54 05 00 00 b9 01 00 00  | ........I....x.H...I....T....... | 
| 1f7a0 |  00 31 d2 be 02 00 00 00 4c 89 ef e8 d0 47 ff ff    49 89 c6 48 85 c0 0f 84 ec 08 00 00 48 8b 35 ed  | .1......L....G..I..H........H.5. | 
| 1f7c0 |  d1 08 00 48 89 c2 48 89 ef e8 32 5f fe ff 85 c0    0f 88 8a 08 00 00 49 8b 06 85 c0 78 0d 48 83 e8  | ...H..H...2_..........I....x.H.. | 
| 1f7e0 |  01 49 89 06 0f 84 9e 06 00 00 48 8b 35 97 d4 08    00 48 89 ea 4c 89 e7 e8 04 5f fe ff 85 c0 0f 88  | .I........H.5....H..L...._...... | 
| 1f800 |  ec 08 00 00 48 8b 45 00 85 c0 78 0e 48 83 e8 01    48 89 45 00 0f 84 b6 06 00 00 4c 89 ef e8 8e 5d  | ....H.E...x.H...H.E.......L....] | 
| 1f820 |  fe ff 48 83 f8 ff 0f 84 04 09 00 00 48 83 f8 03    0f 8f 5a 05 00 00 4d 89 e5 45 31 ff e9 2c f9 ff  | ..H.........H.....Z...M..E1..,.. | 
| 1f840 |  ff 0f 1f 80 00 00 00 00 49 83 7d 10 00 0f 84 fd    05 00 00 49 8b 45 18 48 8b 28 8b 45 00 83 c0 01  | ........I.}........I.E.H.(.E.... | 
| 1f860 |  0f 84 a7 fe ff ff 89 45 00 e9 9f fe ff ff 66 90    4c 89 e7 e8 58 59 fe ff e9 9e fb ff ff 0f 1f 00  | .......E......f.L...XY.......... | 
| 1f880 |  49 8d 45 28 45 31 c9 48 89 44 24 18 0f 1f 40 00    4a 8b 74 cd 18 49 39 f5 0f 84 ca 01 00 00 48 8b  | I.E(E1.H.D$...@.J.t..I9.......H. | 
| 1f8a0 |  05 2b b7 08 00 49 39 45 08 0f 94 c2 48 39 46 08    0f 94 c0 84 d2 0f 84 e5 00 00 00 84 c0 0f 84 dd  | .+...I9E....H9F................. | 
| 1f8c0 |  00 00 00 49 8b 55 10 48 3b 56 10 0f 85 b7 00 00    00 48 8b 46 18 49 8b 7d 18 48 39 c7 41 0f 95 c0  | ...I.U.H;V.......H.F.I.}.H9.A... | 
| 1f8e0 |  48 83 f8 ff 0f 95 c0 41 84 c0 74 0a 48 83 ff ff    0f 85 92 00 00 00 45 0f b6 55 20 44 0f b6 46 20  | H......A..t.H.........E..U.D..F. | 
| 1f900 |  44 89 d0 44 89 c7 c0 e8 02 40 c0 ef 02 83 e0 07    83 e7 07 40 38 f8 75 70 41 f6 c2 20 0f 85 fb 07  | D..D.....@.........@8.upA....... | 
| 1f920 |  00 00 49 8b 7d 38 41 f6 c0 20 0f 85 d8 07 00 00    48 8b 76 38 44 0f b6 c0 41 83 f8 01 0f 84 4a 08  | ..I.}8A.........H.v8D...A.....J. | 
| 1f940 |  00 00 41 83 f8 02 0f 84 7e 08 00 00 44 8b 07 44    8b 16 45 39 c2 75 31 48 83 fa 01 0f 84 07 01 00  | ..A.....~...D..D..E9.u1H........ | 
| 1f960 |  00 0f b6 c0 4c 89 4c 24 08 48 0f af d0 e8 9e 5a    fe ff 4c 8b 4c 24 08 85 c0 0f 94 c0 0f b6 c0 0f  | ....L.L$.H.....Z..L.L$.......... | 
| 1f980 |  84 b7 00 00 00 0f 1f 00 49 83 c1 01 4d 39 f9 0f    85 fb fe ff ff e9 a6 00 00 00 66 0f 1f 44 00 00  | ........I...M9............f..D.. | 
| 1f9a0 |  4c 8b 05 d1 b5 08 00 4d 39 c5 75 04 84 c0 75 d8    4c 39 c6 75 04 84 d2 75 cf 4c 89 ef ba 02 00 00  | L......M9.u...u.L9.u...u.L...... | 
| 1f9c0 |  00 4c 89 44 24 10 4c 89 4c 24 08 e8 50 58 fe ff    4c 8b 4c 24 08 4c 8b 44 24 10 48 85 c0 48 89 c7  | .L.D$.L.L$..PX..L.L$.L.D$.H..H.. | 
| 1f9e0 |  74 5e 48 3b 05 97 b5 08 00 0f 94 c0 48 3b 3d 55    b5 08 00 0f 94 c2 08 c2 0f 85 1a 01 00 00 4c 39  | t^H;........H;=U..............L9 | 
| 1fa00 |  c7 0f 84 11 01 00 00 4c 89 4c 24 10 48 89 7c 24    08 e8 ca 5b fe ff 4c 8b 4c 24 10 48 8b 7c 24 08  | .......L.L$.H.|$...[..L.L$.H.|$. | 
| 1fa20 |  48 8b 17 85 d2 78 0d 48 83 ea 01 48 89 17 0f 84    54 06 00 00 85 c0 0f 84 4c ff ff ff 85 c0 79 28  | H....x.H...H....T.......L.....y( | 
| 1fa40 |  48 c7 44 24 28 00 00 00 00 e8 d2 5a fe ff 48 85    c0 0f 84 a9 f5 ff ff be f3 25 00 00 e9 df f5 ff  | H.D$(......Z..H..........%...... | 
| 1fa60 |  ff 0f 1f 80 00 00 00 00 4f 8b 2c ce e9 b7 f6 ff    ff 0f 1f 80 00 00 00 00 49 83 7d 10 00 0f 84 cd  | ........O.,.............I.}..... | 
| 1fa80 |  03 00 00 49 8b 6d 18 8b 45 00 83 c0 01 0f 85 d3    fd ff ff e9 75 fc ff ff 0f 1f 84 00 00 00 00 00  | ...I.m..E...........u........... | 
| 1faa0 |  48 89 ef e8 28 57 fe ff e9 90 fc ff ff 0f 1f 00    4c 89 e7 e8 18 57 fe ff e9 3d f7 ff ff 0f 1f 00  | H...(W..........L....W...=...... | 
| 1fac0 |  48 89 ef f2 0f 11 44 24 08 e8 02 57 fe ff f2 0f    10 44 24 08 e9 5e f7 ff ff 0f 1f 80 00 00 00 00  | H.....D$...W.....D$..^.......... | 
| 1fae0 |  4c 89 e7 e8 48 5a fe ff 48 63 d0 89 c5 48 39 d0    0f 84 16 f8 ff ff 48 83 f8 ff 0f 85 30 fb ff ff  | L...HZ..Hc...H9.......H.....0... | 
| 1fb00 |  e8 1b 5a fe ff 48 85 c0 0f 84 22 fb ff ff e9 33    fb ff ff 0f 1f 44 00 00 0f b6 c0 e9 00 ff ff ff  | ..Z..H...."....3.....D.......... | 
| 1fb20 |  49 8b 07 45 0f b6 f6 85 c0 0f 88 a9 f4 ff ff 48    83 e8 01 49 89 07 0f 85 9c f4 ff ff 4c 89 ff e8  | I..E...........H...I........L... | 
| 1fb40 |  8c 56 fe ff e9 97 f9 ff ff 45 31 f6 31 ed 45 31    ed bb cc 26 00 00 ba 76 01 00 00 e9 9e f9 ff ff  | .V.......E1.1.E1...&...v........ | 
| 1fb60 |  4c 89 f7 89 54 24 08 e8 64 56 fe ff 8b 54 24 08    e9 d3 f9 ff ff 0f 1f 00 4c 89 e7 89 54 24 08 e8  | L...T$..dV...T$.........L...T$.. | 
| 1fb80 |  4c 56 fe ff 8b 54 24 08 e9 87 f9 ff ff 0f 1f 00    48 89 ef 89 54 24 08 e8 34 56 fe ff 8b 54 24 08  | LV...T$.........H...T$..4V...T$. | 
| 1fba0 |  e9 8a f9 ff ff 0f 1f 00 48 8b 35 f1 d2 08 00 48    8b 3d 8a d4 08 00 31 d2 e8 23 3a ff ff 49 89 c4  | ........H.5....H.=....1..#:..I.. | 
| 1fbc0 |  48 85 c0 0f 84 bc 07 00 00 48 89 c7 e8 ff 4c ff    ff 49 8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04  | H........H....L..I..$..x.H...I.. | 
| 1fbe0 |  24 0f 84 5e 05 00 00 ba 71 01 00 00 be 95 26 00    00 e9 6e f8 ff ff 66 2e 0f 1f 84 00 00 00 00 00  | $..^....q.....&...n...f......... | 
| 1fc00 |  31 ff e8 b9 57 fe ff 49 89 c6 48 85 c0 0f 84 95    00 00 00 48 89 c6 4c 89 ef e8 92 56 fe ff 49 89  | 1...W..I..H........H..L....V..I. | 
| 1fc20 |  c4 49 8b 06 85 c0 0f 89 a7 f2 ff ff e9 af f2 ff    ff 0f 1f 80 00 00 00 00 48 8d 4c 24 28 48 8d 54  | .I......................H.L$(H.T | 
| 1fc40 |  24 30 4d 89 e0 4c 89 f6 4c 8d 0d e3 b8 03 00 48    89 ef e8 c9 51 ff ff 85 c0 0f 88 9e 05 00 00 4c  | $0M..L..L......H....Q..........L | 
| 1fc60 |  8b 6c 24 28 e9 e1 f1 ff ff 0f 1f 80 00 00 00 00    31 d2 4c 89 f6 4c 89 e7 e8 d3 5a fe ff 48 89 c5  | .l$(............1.L..L....Z..H.. | 
| 1fc80 |  48 85 c0 0f 85 5b f5 ff ff 0f 1f 80 00 00 00 00    45 31 f6 bb 28 27 00 00 ba 7d 01 00 00 e9 5c f8  | H....[..........E1..('...}....\. | 
| 1fca0 |  ff ff 66 0f 1f 44 00 00 48 8d 0d 9a b7 03 00 ba    73 01 00 00 be a7 26 00 00 45 31 e4 48 8d 3d 25  | ..f..D..H.......s.....&..E1.H.=% | 
| 1fcc0 |  9e 03 00 e8 e8 5d ff ff e9 8e f3 ff ff 0f 1f 00    48 89 ef e8 f8 54 fe ff e9 ec f5 ff ff 0f 1f 00  | .....]..........H....T.......... | 
| 1fce0 |  4c 89 e7 e8 e8 54 fe ff e9 3e f6 ff ff 0f 1f 00    4c 89 f7 e8 d8 54 fe ff e9 9f fa ff ff 0f 1f 00  | L....T...>......L....T.......... | 
| 1fd00 |  ba 7f 01 00 00 be 46 27 00 00 48 8d 0d 38 b7 03    00 48 8d 3d d0 9d 03 00 45 31 e4 e8 90 5d ff ff  | ......F'..H..8...H.=....E1...].. | 
| 1fd20 |  e9 4b f6 ff ff 0f 1f 00 31 d2 4c 89 f6 48 89 ef    e8 1b 5a fe ff 49 89 c4 48 85 c0 0f 85 72 f5 ff  | .K......1.L..H....Z..I..H....r.. | 
| 1fd40 |  ff 0f 1f 80 00 00 00 00 48 8b 45 00 85 c0 0f 88    78 06 00 00 45 31 f6 ba 7e 01 00 00 bb 38 27 00  | ........H.E.....x...E1..~....8'. | 
| 1fd60 |  00 e9 bb f7 ff ff 66 2e 0f 1f 84 00 00 00 00 00    bb ce 26 00 00 ba 76 01 00 00 45 31 f6 45 31 ff  | ......f...........&...v...E1.E1. | 
| 1fd80 |  45 31 ed e9 76 f7 ff ff 0f 1f 84 00 00 00 00 00    b9 01 00 00 00 31 d2 be 03 00 00 00 4c 89 ef e8  | E1..v................1......L... | 
| 1fda0 |  dc 41 ff ff 49 89 c7 48 85 c0 0f 84 80 04 00 00    48 8b 35 21 c8 08 00 48 89 c2 4c 89 e7 e8 8e 52  | .A..I..H........H.5!...H..L....R | 
| 1fdc0 |  fe ff 85 c0 0f 88 78 04 00 00 49 8b 07 85 c0 78    0d 48 83 e8 01 49 89 07 0f 84 f9 03 00 00 b9 01  | ......x...I....x.H...I.......... | 
| 1fde0 |  00 00 00 31 d2 be 04 00 00 00 4c 89 ef e8 8e 41    ff ff 49 89 c7 48 85 c0 0f 84 61 04 00 00 48 8b  | ...1......L....A..I..H....a...H. | 
| 1fe00 |  35 5b c7 08 00 48 89 c2 4c 89 e7 e8 40 52 fe ff    85 c0 0f 88 59 04 00 00 49 8b 07 85 c0 78 0d 48  | 5[...H..L...@R......Y...I....x.H | 
| 1fe20 |  83 e8 01 49 89 07 0f 84 b8 03 00 00 41 8b 04 24    83 c0 01 0f 84 6d 03 00 00 41 89 04 24 4d 89 e7  | ...I........A..$.....m...A..$M.. | 
| 1fe40 |  4d 89 e5 e9 25 f3 ff ff 0f 1f 84 00 00 00 00 00    31 ff e8 69 55 fe ff 49 89 c7 48 85 c0 0f 84 e6  | M...%...........1..iU..I..H..... | 
| 1fe60 |  fc ff ff 48 89 c6 4c 89 ef e8 42 54 fe ff 48 89    c5 49 8b 07 85 c0 0f 89 51 f8 ff ff e9 83 f8 ff  | ...H..L...BT..H..I......Q....... | 
| 1fe80 |  ff 0f 1f 80 00 00 00 00 4c 89 f7 e8 40 53 fe ff    e9 55 f9 ff ff 0f 1f 00 4c 89 f7 e8 30 53 fe ff  | ........L...@S...U......L...0S.. | 
| 1fea0 |  e9 3b f0 ff ff 0f 1f 00 ba 7d 01 00 00 be 26 27    00 00 e9 53 fe ff ff 66 0f 1f 84 00 00 00 00 00  | .;.......}....&'...S...f........ | 
| 1fec0 |  e8 3b 59 fe ff 49 89 c4 e9 c3 f2 ff ff 0f 1f 00    48 89 ef e8 f8 52 fe ff e9 3d f9 ff ff 0f 1f 00  | .;Y..I..........H....R...=...... | 
| 1fee0 |  41 8b 44 24 1c 41 8b 54 24 18 48 c1 e0 1e 48 09    d0 48 f7 d8 48 63 d0 89 c5 48 39 d0 0f 84 0a f4  | A.D$.A.T$.H...H..H..Hc...H9..... | 
| 1ff00 |  ff ff e9 29 f7 ff ff 66 0f 1f 84 00 00 00 00 00    ba 6c 01 00 00 be 41 26 00 00 e9 45 f5 ff ff 90  | ...)...f.........l....A&...E.... | 
| 1ff20 |  0f 85 fb f2 ff ff f2 0f 11 44 24 08 e8 ef 55 fe    ff f2 0f 10 44 24 08 48 85 c0 0f 84 e1 f2 ff ff  | .........D$...U.....D$.H........ | 
| 1ff40 |  48 8b 45 00 85 c0 0f 88 5b 04 00 00 45 31 f6 ba    7d 01 00 00 bb 2b 27 00 00 e9 c3 f5 ff ff 66 90  | H.E.....[...E1..}....+'.......f. | 
| 1ff60 |  bb dc 26 00 00 ba 77 01 00 00 45 31 ff 45 31 ed    e9 89 f5 ff ff 0f 1f 00 45 31 f6 45 31 ff 45 31  | ..&...w...E1.E1.........E1.E1.E1 | 
| 1ff80 |  ed bb d8 26 00 00 ba 77 01 00 00 e9 6e f5 ff ff    bb 28 27 00 00 ba 7d 01 00 00 45 31 f6 31 ed e9  | ...&...w....n....('...}...E1.1.. | 
| 1ffa0 |  5a f5 ff ff 0f 1f 40 00 ba 7e 01 00 00 be 36 27    00 00 e9 53 fd ff ff 66 0f 1f 84 00 00 00 00 00  | Z.....@..~....6'...S...f........ | 
| 1ffc0 |  e8 3b 58 fe ff 48 89 c5 e9 92 f2 ff ff 0f 1f 00    45 31 ff 45 31 ed bb da 26 00 00 ba 77 01 00 00  | .;X..H..........E1.E1...&...w... | 
| 1ffe0 |  e9 19 f5 ff ff 0f 1f 00 45 31 f6 45 31 ff 45 31    ed bb cc 26 00 00 ba 76 01 00 00 e9 fe f4 ff ff  | ........E1.E1.E1...&...v........ | 
| 20000 |  e8 1b 55 fe ff 49 89 c6 48 85 c0 0f 85 7f fc ff    ff 48 8b 05 d8 ae 08 00 48 8d 35 59 90 03 00 bb  | ..U..I..H........H......H.5Y.... | 
| 20020 |  28 27 00 00 48 8b 38 e8 54 52 fe ff ba 7d 01 00    00 e9 c8 f4 ff ff 66 2e 0f 1f 84 00 00 00 00 00  | ('..H.8.TR...}........f......... | 
| 20040 |  48 83 e8 01 49 89 04 24 0f 85 1e f6 ff ff 4c 89    e7 e8 7a 51 fe ff e9 11 f6 ff ff 0f 1f 44 00 00  | H...I..$......L...zQ.........D.. | 
| 20060 |  bb e0 26 00 00 ba 77 01 00 00 45 31 ff 45 31 ed    e9 89 f4 ff ff 0f 1f 00 e8 93 54 fe ff e9 d0 f2  | ..&...w...E1.E1...........T..... | 
| 20080 |  ff ff 66 0f 1f 44 00 00 89 44 24 10 4c 89 4c 24    08 e8 3a 51 fe ff 8b 44 24 10 4c 8b 4c 24 08 e9  | ..f..D...D$.L.L$..:Q...D$.L.L$.. | 
| 200a0 |  90 f9 ff ff 0f 1f 40 00 45 31 ff 45 31 ed bb de    26 00 00 ba 77 01 00 00 e9 41 f4 ff ff 0f 1f 00  | ......@.E1.E1...&...w....A...... | 
| 200c0 |  e8 5b 54 fe ff 48 85 c0 0f 85 7a fc ff ff 48 8b    05 1b ae 08 00 48 8d 35 9c 8f 03 00 48 8b 38 e8  | .[T..H....z...H......H.5....H.8. | 
| 200e0 |  9c 51 fe ff e9 5f fc ff ff 0f 1f 80 00 00 00 00    bb e2 26 00 00 ba 76 01 00 00 45 31 f6 45 31 ff  | .Q..._............&...v...E1.E1. | 
| 20100 |  45 31 ed e9 f6 f3 ff ff 4c 8d 56 28 48 83 c6 38    41 83 e0 40 49 0f 45 f2 e9 17 f8 ff ff 49 8d 7d  | E1......L.V(H..8A..@I.E......I.} | 
| 20120 |  38 41 83 e2 40 48 0f 45 7c 24 18 e9 f6 f7 ff ff    4d 89 e5 45 31 ff ba 78 01 00 00 be ee 26 00 00  | 8A..@H.E|$......M..E1..x.....&.. | 
| 20140 |  e9 c5 fb ff ff 4c 89 e7 e8 83 50 fe ff e9 95 fa    ff ff ba 6c 01 00 00 be 47 26 00 00 e9 03 f3 ff  | .....L....P........l....G&...... | 
| 20160 |  ff 48 8d 4e 28 48 83 c6 38 83 e7 40 48 0f 45 f1    e9 1f ee ff ff 49 8d 4c 24 28 4d 8d 4c 24 38 41  | .H.N(H..8..@H.E......I.L$(M.L$8A | 
| 20180 |  83 e0 40 4c 0f 45 c9 e9 fa ed ff ff 44 0f b6 07    44 0f b6 16 e9 b9 f7 ff ff 4c 89 e7 e8 2f 50 fe  | ..@L.E......D...D........L.../P. | 
| 201a0 |  ff e9 b4 f2 ff ff 4d 89 e7 4d 89 e5 e9 bc ef ff    ff 4c 89 e7 e8 17 50 fe ff e9 30 ee ff ff 41 0f  | ......M..M.......L....P...0...A. | 
| 201c0 |  b6 09 0f b6 3e e9 e4 ed ff ff 44 0f b7 07 44 0f    b7 16 e9 7b f7 ff ff 4c 89 ff e8 f1 4f fe ff e9  | ....>.....D...D....{...L....O... | 
| 201e0 |  fa fb ff ff 4c 89 ff e8 e4 4f fe ff e9 3b fc ff    ff 41 0f b7 09 0f b7 3e e9 b1 ed ff ff be f8 25  | ....L....O...;...A.....>.......% | 
| 20200 |  00 00 e9 39 ee ff ff 4c 89 e7 e8 c1 4f fe ff e9    d0 ee ff ff 48 83 e8 01 49 89 07 0f 85 bf f2 ff  | ...9...L....O.......H...I....... | 
| 20220 |  ff e9 16 f9 ff ff 66 2e 0f 1f 84 00 00 00 00 00    4d 89 e5 ba 79 01 00 00 be f9 26 00 00 e9 c8 fa  | ......f.........M...y.....&..... | 
| 20240 |  ff ff 4d 89 e5 bb fb 26 00 00 4d 89 fc ba 79 01    00 00 45 31 f6 31 ed 45 31 ff e9 9f f2 ff ff 4d  | ..M....&..M...y...E1.1.E1......M | 
| 20260 |  89 e5 ba 7a 01 00 00 be 05 27 00 00 e9 99 fa ff    ff 4d 89 e5 bb 07 27 00 00 4d 89 fc ba 7a 01 00  | ...z.....'.......M....'..M...z.. | 
| 20280 |  00 45 31 f6 31 ed 45 31 ff e9 70 f2 ff ff bb 3b    27 00 00 ba 7e 01 00 00 45 31 f6 31 ed e9 5c f2  | .E1.1.E1..p....;'...~...E1.1..\. | 
| 202a0 |  ff ff 48 8b 40 60 48 85 c0 0f 84 8b 00 00 00 48    8b 80 80 00 00 00 48 85 c0 74 7f 4c 89 e7 ff d0  | ..H.@`H........H......H..t.L.... | 
| 202c0 |  49 89 c6 48 85 c0 74 72 48 8b 05 d9 ac 08 00 49    39 46 08 75 32 0f 1f 00 4c 89 f7 e8 b0 35 ff ff  | I..H..trH......I9F.u2...L....5.. | 
| 202e0 |  89 c5 49 8b 06 85 c0 0f 88 1f f0 ff ff 48 83 e8    01 49 89 06 0f 85 12 f0 ff ff 4c 89 f7 e8 ce 4e  | ..I..........H...I........L....N | 
| 20300 |  fe ff e9 05 f0 ff ff 4c 89 f7 48 8d 35 30 b4 03    00 e8 ea 34 ff ff 49 89 c6 48 85 c0 75 ba e9 23  | .......L..H.50.....4..I..H..u..# | 
| 20320 |  f3 ff ff 45 31 f6 31 ed 45 31 ed bb a9 26 00 00    ba 73 01 00 00 e9 c4 f1 ff ff e8 e1 51 fe ff 48  | ...E1.1.E1...&...s..........Q..H | 
| 20340 |  85 c0 0f 85 fe f2 ff ff 48 8b 05 e9 ab 08 00 48    8d 35 22 b0 03 00 48 8b 38 e8 22 4f fe ff e9 e3  | ........H......H.5"...H.8."O.... | 
| 20360 |  f2 ff ff 48 8d 0d df b0 03 00 ba 76 01 00 00 be    ca 26 00 00 48 8d 3d 6d 97 03 00 e8 30 57 ff ff  | ...H.......v.....&..H.=m....0W.. | 
| 20380 |  e9 d6 ec ff ff 48 8d 0d bd b0 03 00 ba 71 01 00    00 be 91 26 00 00 48 8d 3d 4b 97 03 00 e8 0e 57  | .....H.......q.....&..H.=K.....W | 
| 203a0 |  ff ff e9 b4 ec ff ff 48 8d 0d 9b b0 03 00 ba 7d    01 00 00 be 2b 27 00 00 45 31 e4 48 8d 3d 26 97  | .......H.......}....+'..E1.H.=&. | 
| 203c0 |  03 00 e8 e9 56 ff ff e9 a4 ef ff ff 48 8d 0d 76    b0 03 00 ba 7e 01 00 00 be 38 27 00 00 48 8d 3d  | ....V.......H..v....~....8'..H.= | 
| 203e0 |  04 97 03 00 e8 c7 56 ff ff e9 7b f1 ff ff 48 8d    0d 54 b0 03 00 ba 74 01 00 00 be b4 26 00 00 48  | ......V...{...H..T....t.....&..H | 
| 20400 |  8d 3d e2 96 03 00 e8 a5 56 ff ff e9 4b ec ff ff    48 8d 0d 32 b0 03 00 ba 6d 01 00 00 be 53 26 00  | .=......V...K...H..2....m....S&. | 
| 20420 |  00 48 8d 3d c0 96 03 00 e8 83 56 ff ff e9 29 ec    ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 00  | .H.=......V...)...ff............ | 
| 20440 |  41 57 48 8d 05 37 be 08 00 41 56 41 55 41 54 49    89 fc 55 53 48 89 d3 48 83 ec 58 4c 8b 2d 16 ab  | AWH..7...AVAUATI..USH..H..XL.-.. | 
| 20460 |  08 00 48 89 44 24 30 48 05 60 09 00 00 48 c7 44    24 20 00 00 00 00 48 89 44 24 38 48 c7 44 24 40  | ..H.D$0H.`...H.D$.....H.D$8H.D$@ | 
| 20480 |  00 00 00 00 4c 89 6c 24 28 48 85 c9 0f 84 ae 00    00 00 48 89 cd 4c 8d 34 d6 48 83 fa 01 0f 84 ed  | ....L.l$(H........H..L.4.H...... | 
| 204a0 |  01 00 00 48 83 fa 02 0f 84 c3 00 00 00 48 85 d2    0f 84 7a 01 00 00 48 85 db 48 8d 05 78 af 03 00  | ...H.........H....z...H..H..x... | 
| 204c0 |  48 8d 0d 68 af 03 00 41 0f 9f c0 48 0f 4f c8 4c    8d 0d 58 af 03 00 45 0f b6 c0 48 8d 05 cf b3 03  | H..h...A...H.O.L..X...E...H..... | 
| 204e0 |  00 49 83 c0 01 48 85 db 4c 0f 4f c8 48 83 ec 08    48 8b 05 41 aa 08 00 48 8d 15 3e b0 03 00 53 48  | .I...H..L.O.H...H..A...H..>...SH | 
| 20500 |  8d 35 fa 90 03 00 48 8b 38 31 c0 e8 80 52 fe ff    58 be 63 47 00 00 5a 48 8d 0d 2b af 03 00 ba 32  | .5....H.81...R..X.cG..ZH..+....2 | 
| 20520 |  09 00 00 48 8d 3d ee 95 03 00 e8 81 55 ff ff 31    c0 48 83 c4 58 5b 5d 41 5c 41 5d 41 5e 41 5f c3  | ...H.=......U..1.H..X[]A\A]A^A_. | 
| 20540 |  48 83 fa 01 0f 84 3e 01 00 00 48 83 fa 02 0f 85    62 ff ff ff 4c 8b 56 08 4c 89 54 24 28 4c 8b 0e  | H.....>...H.....b...L.V.L.T$(L.. | 
| 20560 |  4c 89 4c 24 20 eb 28 66 0f 1f 84 00 00 00 00 00    f3 0f 6f 06 4c 8b 56 08 48 8b 49 10 0f 29 44 24  | L.L$..(f..........o.L.V.H.I..)D$ | 
| 20580 |  20 48 85 c9 0f 8f 56 03 00 00 4c 8b 4c 24 20 49    8b ac 24 e8 00 00 00 8b 45 00 83 c0 01 74 03 89  | .H....V...L.L$.I..$.....E....t.. | 
| 205a0 |  45 00 48 8b 15 a7 bc 08 00 48 83 ec 08 48 89 e9    48 8b 05 59 c8 08 00 41 55 48 8d 3d c0 6c 03 00  | E.H......H...H..H..Y...AUH.=.l.. | 
| 205c0 |  49 8d 74 24 48 41 b8 01 00 00 00 6a 00 52 50 6a    00 52 4c 89 d2 50 6a 02 ff 35 aa bc 08 00 ff 15  | I.t$HA.....j.RPj.RL..Pj..5...... | 
| 205e0 |  8c ca 08 00 48 83 c4 50 48 85 c0 0f 84 37 03 00    00 48 8b 55 00 85 d2 0f 88 34 ff ff ff 48 83 ea  | ....H..PH....7...H.U.....4...H.. | 
| 20600 |  01 48 89 55 00 0f 85 26 ff ff ff 48 89 ef 48 89    04 24 e8 b9 4b fe ff 48 8b 04 24 48 83 c4 58 5b  | .H.U...&...H..H..$..K..H..$H..X[ | 
| 20620 |  5d 41 5c 41 5d 41 5e 41 5f c3 66 0f 1f 44 00 00    4c 8b 79 10 4c 8b 05 45 bc 08 00 31 c0 4d 85 ff  | ]A\A]A^A_.f..D..L.y.L..E...1.M.. | 
| 20640 |  7f 17 e9 64 02 00 00 66 0f 1f 84 00 00 00 00 00    48 83 c0 01 4c 39 f8 74 77 4c 3b 44 c5 18 75 f0  | ...d...f........H...L9.twL;D..u. | 
| 20660 |  4d 8b 0c c6 4c 89 4c 24 20 4d 85 c9 0f 84 42 02    00 00 49 83 ef 01 4d 85 ff 7f 26 4c 8b 54 24 28  | M...L.L$.M....B...I...M...&L.T$( | 
| 20680 |  e9 0a ff ff ff 0f 1f 00 4d 89 ea e9 cd fe ff ff    4c 8b 0e 4c 8b 79 10 4c 89 4c 24 20 4d 85 ff 7e  | ........M.......L..L.y.L.L$.M..~ | 
| 206a0 |  da 48 8b 15 38 c5 08 00 4c 89 f6 48 89 ef e8 2d    43 ff ff 49 89 c2 48 85 c0 0f 84 b1 02 00 00 48  | .H..8...L..H...-C..I..H........H | 
| 206c0 |  89 44 24 28 49 8d 4f ff e9 b4 fe ff ff 0f 1f 00    45 31 c9 49 8d 40 28 4a 8b 74 cd 18 48 89 44 24  | .D$(I.O.........E1.I.@(J.t..H.D$ | 
| 206e0 |  10 49 39 f0 0f 84 11 01 00 00 66 0f 1f 44 00 00    48 8b 05 d9 a8 08 00 49 39 40 08 0f 94 c2 48 39  | .I9.......f..D..H......I9@....H9 | 
| 20700 |  46 08 0f 94 c0 84 d2 0f 84 fb 00 00 00 84 c0 0f    84 f3 00 00 00 49 8b 50 10 48 3b 56 10 0f 85 bd  | F....................I.P.H;V.... | 
| 20720 |  00 00 00 48 8b 46 18 49 8b 78 18 48 39 c7 41 0f    95 c2 48 83 f8 ff 0f 95 c0 41 84 c2 74 0a 48 83  | ...H.F.I.x.H9.A...H......A..t.H. | 
| 20740 |  ff ff 0f 85 98 00 00 00 45 0f b6 58 20 44 0f b6    56 20 44 89 d8 44 89 d7 c0 e8 02 40 c0 ef 02 83  | ........E..X.D..V.D..D.....@.... | 
| 20760 |  e0 07 83 e7 07 40 38 f8 75 76 41 f6 c3 20 0f 85    55 02 00 00 49 8b 78 38 41 f6 c2 20 0f 85 32 02  | .....@8.uvA.....U...I.x8A.....2. | 
| 20780 |  00 00 48 8b 76 38 44 0f b6 d0 41 83 fa 01 0f 84    5d 02 00 00 41 83 fa 02 0f 84 60 02 00 00 44 8b  | ..H.v8D...A.....]...A.....`...D. | 
| 207a0 |  17 44 8b 1e 45 39 d3 75 37 4c 89 04 24 48 83 fa    01 74 48 0f b6 c0 4c 89 4c 24 08 48 0f af d0 e8  | .D..E9.u7L..$H...tH...L.L$.H.... | 
| 207c0 |  4c 4c fe ff 4c 8b 4c 24 08 4c 8b 04 24 85 c0 0f    94 c0 0f b6 c0 0f 84 c8 00 00 00 0f 1f 44 00 00  | LL..L.L$.L..$................D.. | 
| 207e0 |  49 83 c1 01 4d 39 f9 0f 84 be 00 00 00 4a 8b 74    cd 18 49 39 f0 0f 85 f5 fe ff ff 4f 8b 0c ce e9  | I...M9.......J.t..I9.......O.... | 
| 20800 |  60 fe ff ff 0f 1f 40 00 4d 39 e8 75 04 84 c0 75    cf 4c 39 ee 75 04 84 d2 75 c6 4c 89 c7 ba 02 00  | `.....@.M9.u...u.L9.u...u.L..... | 
| 20820 |  00 00 4c 89 4c 24 08 4c 89 04 24 e8 f0 49 fe ff    48 89 c7 48 85 c0 74 73 48 3b 05 41 a7 08 00 4c  | ..L.L$.L..$..I..H..H..tsH;.A...L | 
| 20840 |  8b 04 24 0f 94 c0 48 3b 3d fb a6 08 00 4c 8b 4c    24 08 0f 94 c2 08 c2 0f 85 b3 00 00 00 4c 39 ef  | ..$...H;=....L.L$............L9. | 
| 20860 |  0f 84 aa 00 00 00 4c 89 4c 24 18 4c 89 44 24 08    48 89 3c 24 e8 67 4d fe ff 4c 8b 4c 24 18 4c 8b  | ......L.L$.L.D$.H.<$.gM..L.L$.L. | 
| 20880 |  44 24 08 48 8b 3c 24 48 8b 17 85 d2 78 0d 48 83    ea 01 48 89 17 0f 84 f5 00 00 00 85 c0 0f 84 3d  | D$.H.<$H....x.H...H............= | 
| 208a0 |  ff ff ff 85 c0 0f 89 50 ff ff ff 48 c7 44 24 20    00 00 00 00 e8 67 4c fe ff 48 8d 0d 6f ab 03 00  | .......P...H.D$......gL..H..o... | 
| 208c0 |  41 b8 01 00 00 00 4c 8d 0d 61 ab 03 00 48 85 c0    0f 84 16 fc ff ff be 47 47 00 00 e9 37 fc ff ff  | A.....L..a...H.........GG...7... | 
| 208e0 |  48 8d 4c 24 20 48 8d 54 24 30 49 89 d8 4c 89 f6    4c 8d 0d 45 ac 03 00 48 89 ef e8 21 45 ff ff 85  | H.L$.H.T$0I..L..L..E...H...!E... | 
| 20900 |  c0 78 15 4c 8b 4c 24 20 e9 6e fd ff ff 0f 1f 00    0f b6 c0 e9 6f ff ff ff be 53 47 00 00 e9 f5 fb  | .x.L.L$..n..........o....SG..... | 
| 20920 |  ff ff 66 0f 1f 44 00 00 48 8b 55 00 85 d2 78 0e    48 83 ea 01 48 89 55 00 0f 84 9e 00 00 00 48 8d  | ..f..D..H.U...x.H...H.U.......H. | 
| 20940 |  0d 04 ab 03 00 ba 94 09 00 00 be 9a 47 00 00 48    89 04 24 48 8d 3d be 91 03 00 e8 51 51 ff ff 48  | ............G..H..$H.=.....QQ..H | 
| 20960 |  8b 04 24 e9 c9 fb ff ff 0f 1f 84 00 00 00 00 00    e8 ab 4b fe ff 48 85 c0 0f 84 62 ff ff ff be 4e  | ..$...............K..H....b....N | 
| 20980 |  47 00 00 e9 8f fb ff ff 0f 1f 84 00 00 00 00 00    89 44 24 18 4c 89 4c 24 08 4c 89 04 24 e8 2e 48  | G................D$.L.L$.L..$..H | 
| 209a0 |  fe ff 8b 44 24 18 4c 8b 4c 24 08 4c 8b 04 24 e9    e7 fe ff ff 4c 8d 5e 28 48 83 c6 38 41 83 e2 40  | ...D$.L.L$.L..$.....L.^(H..8A..@ | 
| 209c0 |  49 0f 45 f3 e9 bd fd ff ff 49 8d 78 38 41 83 e3    40 48 0f 45 7c 24 10 e9 9c fd ff ff 48 89 ef 48  | I.E......I.x8A..@H.E|$......H..H | 
| 209e0 |  89 04 24 e8 e8 47 fe ff 48 8b 04 24 e9 4d ff ff    ff 44 0f b6 17 44 0f b6 1e e9 a6 fd ff ff 44 0f  | ..$..G..H..$.M...D...D........D. | 
| 20a00 |  b7 17 44 0f b7 1e e9 99 fd ff ff 0f 1f 44 00 00    41 57 48 8d 05 7f c1 08 00 41 56 41 55 41 54 49  | ..D..........D..AWH......AVAUATI | 
| 20a20 |  89 fc 55 53 48 89 d3 48 83 ec 58 4c 8b 2d 46 a5    08 00 48 89 44 24 30 48 83 c0 48 48 c7 44 24 20  | ..USH..H..XL.-F...H.D$0H..HH.D$. | 
| 20a40 |  00 00 00 00 48 89 44 24 38 48 c7 44 24 40 00 00    00 00 4c 89 6c 24 28 48 85 c9 0f 84 b0 00 00 00  | ....H.D$8H.D$@....L.l$(H........ | 
| 20a60 |  48 89 cd 4c 8d 34 d6 48 83 fa 01 0f 84 ef 01 00    00 48 83 fa 02 0f 84 c5 00 00 00 48 85 d2 0f 84  | H..L.4.H.........H.........H.... | 
| 20a80 |  7c 01 00 00 48 85 db 48 8d 05 aa a9 03 00 48 8d    0d 9a a9 03 00 41 0f 9f c0 48 0f 4f c8 4c 8d 0d  | |...H..H......H......A...H.O.L.. | 
| 20aa0 |  8a a9 03 00 45 0f b6 c0 48 8d 05 01 ae 03 00 49    83 c0 01 48 85 db 4c 0f 4f c8 48 83 ec 08 48 8b  | ....E...H......I...H..L.O.H...H. | 
| 20ac0 |  05 73 a4 08 00 48 8d 15 77 aa 03 00 53 48 8d 35    2c 8b 03 00 48 8b 38 31 c0 e8 b2 4c fe ff 58 be  | .s...H..w...SH.5,...H.81...L..X. | 
| 20ae0 |  f0 40 00 00 5a 48 8d 0d 5d a9 03 00 ba 1b 06 00    00 48 8d 3d 48 90 03 00 e8 b3 4f ff ff 31 c0 48  | .@..ZH..]........H.=H.....O..1.H | 
| 20b00 |  83 c4 58 5b 5d 41 5c 41 5d 41 5e 41 5f c3 66 90    48 83 fa 01 0f 84 3e 01 00 00 48 83 fa 02 0f 85  | ..X[]A\A]A^A_.f.H.....>...H..... | 
| 20b20 |  60 ff ff ff 4c 8b 56 08 4c 89 54 24 28 4c 8b 0e    4c 89 4c 24 20 eb 28 66 0f 1f 84 00 00 00 00 00  | `...L.V.L.T$(L..L.L$..(f........ | 
| 20b40 |  f3 0f 6f 06 4c 8b 56 08 48 8b 49 10 0f 29 44 24    20 48 85 c9 0f 8f 56 03 00 00 4c 8b 4c 24 20 49  | ..o.L.V.H.I..)D$.H....V...L.L$.I | 
| 20b60 |  8b ac 24 e8 00 00 00 8b 45 00 83 c0 01 74 03 89    45 00 48 8b 15 d7 b6 08 00 48 83 ec 08 48 89 e9  | ..$.....E....t..E.H......H...H.. | 
| 20b80 |  48 8b 05 89 c2 08 00 41 55 48 8d 3d f0 65 03 00    49 8d 74 24 48 41 b8 01 00 00 00 6a 00 52 50 6a  | H......AUH.=.e..I.t$HA.....j.RPj | 
| 20ba0 |  00 52 4c 89 d2 50 6a 01 ff 35 f2 bf 08 00 ff 15    bc c4 08 00 48 83 c4 50 48 85 c0 0f 84 37 03 00  | .RL..Pj..5..........H..PH....7.. | 
| 20bc0 |  00 48 8b 55 00 85 d2 0f 88 32 ff ff ff 48 83 ea    01 48 89 55 00 0f 85 24 ff ff ff 48 89 ef 48 89  | .H.U.....2...H...H.U...$...H..H. | 
| 20be0 |  04 24 e8 e9 45 fe ff 48 8b 04 24 48 83 c4 58 5b    5d 41 5c 41 5d 41 5e 41 5f c3 66 0f 1f 44 00 00  | .$..E..H..$H..X[]A\A]A^A_.f..D.. | 
| 20c00 |  4c 8b 79 10 4c 8b 05 8d bf 08 00 31 c0 4d 85 ff    7f 17 e9 64 02 00 00 66 0f 1f 84 00 00 00 00 00  | L.y.L......1.M.....d...f........ | 
| 20c20 |  48 83 c0 01 4c 39 f8 74 77 4c 3b 44 c5 18 75 f0    4d 8b 0c c6 4c 89 4c 24 20 4d 85 c9 0f 84 42 02  | H...L9.twL;D..u.M...L.L$.M....B. | 
| 20c40 |  00 00 49 83 ef 01 4d 85 ff 7f 26 4c 8b 54 24 28    e9 0a ff ff ff 0f 1f 00 4d 89 ea e9 cd fe ff ff  | ..I...M...&L.T$(........M....... | 
| 20c60 |  4c 8b 0e 4c 8b 79 10 4c 89 4c 24 20 4d 85 ff 7e    da 48 8b 15 68 bf 08 00 4c 89 f6 48 89 ef e8 5d  | L..L.y.L.L$.M..~.H..h...L..H...] | 
| 20c80 |  3d ff ff 49 89 c2 48 85 c0 0f 84 b1 02 00 00 48    89 44 24 28 49 8d 4f ff e9 b4 fe ff ff 0f 1f 00  | =..I..H........H.D$(I.O......... | 
| 20ca0 |  45 31 c9 49 8d 40 28 4a 8b 74 cd 18 48 89 44 24    10 49 39 f0 0f 84 11 01 00 00 66 0f 1f 44 00 00  | E1.I.@(J.t..H.D$.I9.......f..D.. | 
| 20cc0 |  48 8b 05 09 a3 08 00 49 39 40 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 fb 00 00 00 84 c0 0f  | H......I9@....H9F............... | 
| 20ce0 |  84 f3 00 00 00 49 8b 50 10 48 3b 56 10 0f 85 bd    00 00 00 48 8b 46 18 49 8b 78 18 48 39 c7 41 0f  | .....I.P.H;V.......H.F.I.x.H9.A. | 
| 20d00 |  95 c2 48 83 f8 ff 0f 95 c0 41 84 c2 74 0a 48 83    ff ff 0f 85 98 00 00 00 45 0f b6 58 20 44 0f b6  | ..H......A..t.H.........E..X.D.. | 
| 20d20 |  56 20 44 89 d8 44 89 d7 c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 75 76 41 f6 c3 20 0f 85  | V.D..D.....@.........@8.uvA..... | 
| 20d40 |  55 02 00 00 49 8b 78 38 41 f6 c2 20 0f 85 32 02    00 00 48 8b 76 38 44 0f b6 d0 41 83 fa 01 0f 84  | U...I.x8A.....2...H.v8D...A..... | 
| 20d60 |  5d 02 00 00 41 83 fa 02 0f 84 60 02 00 00 44 8b    17 44 8b 1e 45 39 d3 75 37 4c 89 04 24 48 83 fa  | ]...A.....`...D..D..E9.u7L..$H.. | 
| 20d80 |  01 74 48 0f b6 c0 4c 89 4c 24 08 48 0f af d0 e8    7c 46 fe ff 4c 8b 4c 24 08 4c 8b 04 24 85 c0 0f  | .tH...L.L$.H....|F..L.L$.L..$... | 
| 20da0 |  94 c0 0f b6 c0 0f 84 c8 00 00 00 0f 1f 44 00 00    49 83 c1 01 4d 39 f9 0f 84 be 00 00 00 4a 8b 74  | .............D..I...M9.......J.t | 
| 20dc0 |  cd 18 49 39 f0 0f 85 f5 fe ff ff 4f 8b 0c ce e9    60 fe ff ff 0f 1f 40 00 4d 39 e8 75 04 84 c0 75  | ..I9.......O....`.....@.M9.u...u | 
| 20de0 |  cf 4c 39 ee 75 04 84 d2 75 c6 4c 89 c7 ba 02 00    00 00 4c 89 4c 24 08 4c 89 04 24 e8 20 44 fe ff  | .L9.u...u.L.......L.L$.L..$..D.. | 
| 20e00 |  48 89 c7 48 85 c0 74 73 48 3b 05 71 a1 08 00 4c    8b 04 24 0f 94 c0 48 3b 3d 2b a1 08 00 4c 8b 4c  | H..H..tsH;.q...L..$...H;=+...L.L | 
| 20e20 |  24 08 0f 94 c2 08 c2 0f 85 b3 00 00 00 4c 39 ef    0f 84 aa 00 00 00 4c 89 4c 24 18 4c 89 44 24 08  | $............L9.......L.L$.L.D$. | 
| 20e40 |  48 89 3c 24 e8 97 47 fe ff 4c 8b 4c 24 18 4c 8b    44 24 08 48 8b 3c 24 48 8b 17 85 d2 78 0d 48 83  | H.<$..G..L.L$.L.D$.H.<$H....x.H. | 
| 20e60 |  ea 01 48 89 17 0f 84 f5 00 00 00 85 c0 0f 84 3d    ff ff ff 85 c0 0f 89 50 ff ff ff 48 c7 44 24 20  | ..H............=.......P...H.D$. | 
| 20e80 |  00 00 00 00 e8 97 46 fe ff 48 8d 0d 9f a5 03 00    41 b8 01 00 00 00 4c 8d 0d 91 a5 03 00 48 85 c0  | ......F..H......A.....L......H.. | 
| 20ea0 |  0f 84 14 fc ff ff be d4 40 00 00 e9 35 fc ff ff    48 8d 4c 24 20 48 8d 54 24 30 49 89 d8 4c 89 f6  | ........@...5...H.L$.H.T$0I..L.. | 
| 20ec0 |  4c 8d 0d 7c a6 03 00 48 89 ef e8 51 3f ff ff 85    c0 78 15 4c 8b 4c 24 20 e9 6e fd ff ff 0f 1f 00  | L..|...H...Q?....x.L.L$..n...... | 
| 20ee0 |  0f b6 c0 e9 6f ff ff ff be e0 40 00 00 e9 f3 fb    ff ff 66 0f 1f 44 00 00 48 8b 55 00 85 d2 78 0e  | ....o.....@.......f..D..H.U...x. | 
| 20f00 |  48 83 ea 01 48 89 55 00 0f 84 9e 00 00 00 48 8d    0d 34 a5 03 00 ba 67 06 00 00 be 27 41 00 00 48  | H...H.U.......H..4....g....'A..H | 
| 20f20 |  89 04 24 48 8d 3d 16 8c 03 00 e8 81 4b ff ff 48    8b 04 24 e9 c7 fb ff ff 0f 1f 84 00 00 00 00 00  | ..$H.=......K..H..$............. | 
| 20f40 |  e8 db 45 fe ff 48 85 c0 0f 84 62 ff ff ff be db    40 00 00 e9 8d fb ff ff 0f 1f 84 00 00 00 00 00  | ..E..H....b.....@............... | 
| 20f60 |  89 44 24 18 4c 89 4c 24 08 4c 89 04 24 e8 5e 42    fe ff 8b 44 24 18 4c 8b 4c 24 08 4c 8b 04 24 e9  | .D$.L.L$.L..$.^B...D$.L.L$.L..$. | 
| 20f80 |  e7 fe ff ff 4c 8d 5e 28 48 83 c6 38 41 83 e2 40    49 0f 45 f3 e9 bd fd ff ff 49 8d 78 38 41 83 e3  | ....L.^(H..8A..@I.E......I.x8A.. | 
| 20fa0 |  40 48 0f 45 7c 24 10 e9 9c fd ff ff 48 89 ef 48    89 04 24 e8 18 42 fe ff 48 8b 04 24 e9 4d ff ff  | @H.E|$......H..H..$..B..H..$.M.. | 
| 20fc0 |  ff 44 0f b6 17 44 0f b6 1e e9 a6 fd ff ff 44 0f    b7 17 44 0f b7 1e e9 99 fd ff ff 0f 1f 44 00 00  | .D...D........D...D..........D.. | 
| 20fe0 |  41 57 48 8d 05 6f b4 08 00 41 56 41 55 41 54 49    89 fc 55 53 48 89 d3 48 83 ec 58 4c 8b 2d 76 9f  | AWH..o...AVAUATI..USH..H..XL.-v. | 
| 21000 |  08 00 48 89 44 24 30 48 05 88 07 00 00 48 c7 44    24 20 00 00 00 00 48 89 44 24 38 48 c7 44 24 40  | ..H.D$0H.....H.D$.....H.D$8H.D$@ | 
| 21020 |  00 00 00 00 4c 89 6c 24 28 48 85 c9 0f 84 ae 00    00 00 48 89 cd 4c 8d 34 d6 48 83 fa 01 0f 84 ed  | ....L.l$(H........H..L.4.H...... | 
| 21040 |  01 00 00 48 83 fa 02 0f 84 c3 00 00 00 48 85 d2    0f 84 7a 01 00 00 48 85 db 48 8d 05 d8 a3 03 00  | ...H.........H....z...H..H...... | 
| 21060 |  48 8d 0d c8 a3 03 00 41 0f 9f c0 48 0f 4f c8 4c    8d 0d b8 a3 03 00 45 0f b6 c0 48 8d 05 2f a8 03  | H......A...H.O.L......E...H../.. | 
| 21080 |  00 49 83 c0 01 48 85 db 4c 0f 4f c8 48 83 ec 08    48 8b 05 a1 9e 08 00 48 8d 15 b4 a4 03 00 53 48  | .I...H..L.O.H...H......H......SH | 
| 210a0 |  8d 35 5a 85 03 00 48 8b 38 31 c0 e8 e0 46 fe ff    58 be f6 45 00 00 5a 48 8d 0d 8b a3 03 00 ba 66  | .5Z...H.81...F..X..E..ZH.......f | 
| 210c0 |  08 00 00 48 8d 3d a6 8a 03 00 e8 e1 49 ff ff 31    c0 48 83 c4 58 5b 5d 41 5c 41 5d 41 5e 41 5f c3  | ...H.=......I..1.H..X[]A\A]A^A_. | 
| 210e0 |  48 83 fa 01 0f 84 3e 01 00 00 48 83 fa 02 0f 85    62 ff ff ff 4c 8b 56 08 4c 89 54 24 28 4c 8b 0e  | H.....>...H.....b...L.V.L.T$(L.. | 
| 21100 |  4c 89 4c 24 20 eb 28 66 0f 1f 84 00 00 00 00 00    f3 0f 6f 06 4c 8b 56 08 48 8b 49 10 0f 29 44 24  | L.L$..(f..........o.L.V.H.I..)D$ | 
| 21120 |  20 48 85 c9 0f 8f 56 03 00 00 4c 8b 4c 24 20 49    8b ac 24 e8 00 00 00 8b 45 00 83 c0 01 74 03 89  | .H....V...L.L$.I..$.....E....t.. | 
| 21140 |  45 00 48 8b 15 07 b1 08 00 48 83 ec 08 48 89 e9    48 8b 05 d9 bc 08 00 41 55 48 8d 3d f0 6b 03 00  | E.H......H...H..H......AUH.=.k.. | 
| 21160 |  49 8d 74 24 48 41 b8 01 00 00 00 6a 00 52 50 6a    00 52 4c 89 d2 50 6a 02 ff 35 e2 b2 08 00 ff 15  | I.t$HA.....j.RPj.RL..Pj..5...... | 
| 21180 |  ec be 08 00 48 83 c4 50 48 85 c0 0f 84 37 03 00    00 48 8b 55 00 85 d2 0f 88 34 ff ff ff 48 83 ea  | ....H..PH....7...H.U.....4...H.. | 
| 211a0 |  01 48 89 55 00 0f 85 26 ff ff ff 48 89 ef 48 89    04 24 e8 19 40 fe ff 48 8b 04 24 48 83 c4 58 5b  | .H.U...&...H..H..$..@..H..$H..X[ | 
| 211c0 |  5d 41 5c 41 5d 41 5e 41 5f c3 66 0f 1f 44 00 00    4c 8b 79 10 4c 8b 05 7d b2 08 00 31 c0 4d 85 ff  | ]A\A]A^A_.f..D..L.y.L..}...1.M.. | 
| 211e0 |  7f 17 e9 64 02 00 00 66 0f 1f 84 00 00 00 00 00    48 83 c0 01 4c 39 f8 74 77 4c 3b 44 c5 18 75 f0  | ...d...f........H...L9.twL;D..u. | 
| 21200 |  4d 8b 0c c6 4c 89 4c 24 20 4d 85 c9 0f 84 42 02    00 00 49 83 ef 01 4d 85 ff 7f 26 4c 8b 54 24 28  | M...L.L$.M....B...I...M...&L.T$( | 
| 21220 |  e9 0a ff ff ff 0f 1f 00 4d 89 ea e9 cd fe ff ff    4c 8b 0e 4c 8b 79 10 4c 89 4c 24 20 4d 85 ff 7e  | ........M.......L..L.y.L.L$.M..~ | 
| 21240 |  da 48 8b 15 98 b9 08 00 4c 89 f6 48 89 ef e8 8d    37 ff ff 49 89 c2 48 85 c0 0f 84 b1 02 00 00 48  | .H......L..H....7..I..H........H | 
| 21260 |  89 44 24 28 49 8d 4f ff e9 b4 fe ff ff 0f 1f 00    45 31 c9 49 8d 40 28 4a 8b 74 cd 18 48 89 44 24  | .D$(I.O.........E1.I.@(J.t..H.D$ | 
| 21280 |  10 49 39 f0 0f 84 11 01 00 00 66 0f 1f 44 00 00    48 8b 05 39 9d 08 00 49 39 40 08 0f 94 c2 48 39  | .I9.......f..D..H..9...I9@....H9 | 
| 212a0 |  46 08 0f 94 c0 84 d2 0f 84 fb 00 00 00 84 c0 0f    84 f3 00 00 00 49 8b 50 10 48 3b 56 10 0f 85 bd  | F....................I.P.H;V.... | 
| 212c0 |  00 00 00 48 8b 46 18 49 8b 78 18 48 39 c7 41 0f    95 c2 48 83 f8 ff 0f 95 c0 41 84 c2 74 0a 48 83  | ...H.F.I.x.H9.A...H......A..t.H. | 
| 212e0 |  ff ff 0f 85 98 00 00 00 45 0f b6 58 20 44 0f b6    56 20 44 89 d8 44 89 d7 c0 e8 02 40 c0 ef 02 83  | ........E..X.D..V.D..D.....@.... | 
| 21300 |  e0 07 83 e7 07 40 38 f8 75 76 41 f6 c3 20 0f 85    55 02 00 00 49 8b 78 38 41 f6 c2 20 0f 85 32 02  | .....@8.uvA.....U...I.x8A.....2. | 
| 21320 |  00 00 48 8b 76 38 44 0f b6 d0 41 83 fa 01 0f 84    5d 02 00 00 41 83 fa 02 0f 84 60 02 00 00 44 8b  | ..H.v8D...A.....]...A.....`...D. | 
| 21340 |  17 44 8b 1e 45 39 d3 75 37 4c 89 04 24 48 83 fa    01 74 48 0f b6 c0 4c 89 4c 24 08 48 0f af d0 e8  | .D..E9.u7L..$H...tH...L.L$.H.... | 
| 21360 |  ac 40 fe ff 4c 8b 4c 24 08 4c 8b 04 24 85 c0 0f    94 c0 0f b6 c0 0f 84 c8 00 00 00 0f 1f 44 00 00  | .@..L.L$.L..$................D.. | 
| 21380 |  49 83 c1 01 4d 39 f9 0f 84 be 00 00 00 4a 8b 74    cd 18 49 39 f0 0f 85 f5 fe ff ff 4f 8b 0c ce e9  | I...M9.......J.t..I9.......O.... | 
| 213a0 |  60 fe ff ff 0f 1f 40 00 4d 39 e8 75 04 84 c0 75    cf 4c 39 ee 75 04 84 d2 75 c6 4c 89 c7 ba 02 00  | `.....@.M9.u...u.L9.u...u.L..... | 
| 213c0 |  00 00 4c 89 4c 24 08 4c 89 04 24 e8 50 3e fe ff    48 89 c7 48 85 c0 74 73 48 3b 05 a1 9b 08 00 4c  | ..L.L$.L..$.P>..H..H..tsH;.....L | 
| 213e0 |  8b 04 24 0f 94 c0 48 3b 3d 5b 9b 08 00 4c 8b 4c    24 08 0f 94 c2 08 c2 0f 85 b3 00 00 00 4c 39 ef  | ..$...H;=[...L.L$............L9. | 
| 21400 |  0f 84 aa 00 00 00 4c 89 4c 24 18 4c 89 44 24 08    48 89 3c 24 e8 c7 41 fe ff 4c 8b 4c 24 18 4c 8b  | ......L.L$.L.D$.H.<$..A..L.L$.L. | 
| 21420 |  44 24 08 48 8b 3c 24 48 8b 17 85 d2 78 0d 48 83    ea 01 48 89 17 0f 84 f5 00 00 00 85 c0 0f 84 3d  | D$.H.<$H....x.H...H............= | 
| 21440 |  ff ff ff 85 c0 0f 89 50 ff ff ff 48 c7 44 24 20    00 00 00 00 e8 c7 40 fe ff 48 8d 0d cf 9f 03 00  | .......P...H.D$.......@..H...... | 
| 21460 |  41 b8 01 00 00 00 4c 8d 0d c1 9f 03 00 48 85 c0    0f 84 16 fc ff ff be da 45 00 00 e9 37 fc ff ff  | A.....L......H..........E...7... | 
| 21480 |  48 8d 4c 24 20 48 8d 54 24 30 49 89 d8 4c 89 f6    4c 8d 0d bb a0 03 00 48 89 ef e8 81 39 ff ff 85  | H.L$.H.T$0I..L..L......H....9... | 
| 214a0 |  c0 78 15 4c 8b 4c 24 20 e9 6e fd ff ff 0f 1f 00    0f b6 c0 e9 6f ff ff ff be e6 45 00 00 e9 f5 fb  | .x.L.L$..n..........o.....E..... | 
| 214c0 |  ff ff 66 0f 1f 44 00 00 48 8b 55 00 85 d2 78 0e    48 83 ea 01 48 89 55 00 0f 84 9e 00 00 00 48 8d  | ..f..D..H.U...x.H...H.U.......H. | 
| 214e0 |  0d 64 9f 03 00 ba d3 08 00 00 be 2d 46 00 00 48    89 04 24 48 8d 3d 76 86 03 00 e8 b1 45 ff ff 48  | .d.........-F..H..$H.=v.....E..H | 
| 21500 |  8b 04 24 e9 c9 fb ff ff 0f 1f 84 00 00 00 00 00    e8 0b 40 fe ff 48 85 c0 0f 84 62 ff ff ff be e1  | ..$...............@..H....b..... | 
| 21520 |  45 00 00 e9 8f fb ff ff 0f 1f 84 00 00 00 00 00    89 44 24 18 4c 89 4c 24 08 4c 89 04 24 e8 8e 3c  | E................D$.L.L$.L..$..< | 
| 21540 |  fe ff 8b 44 24 18 4c 8b 4c 24 08 4c 8b 04 24 e9    e7 fe ff ff 4c 8d 5e 28 48 83 c6 38 41 83 e2 40  | ...D$.L.L$.L..$.....L.^(H..8A..@ | 
| 21560 |  49 0f 45 f3 e9 bd fd ff ff 49 8d 78 38 41 83 e3    40 48 0f 45 7c 24 10 e9 9c fd ff ff 48 89 ef 48  | I.E......I.x8A..@H.E|$......H..H | 
| 21580 |  89 04 24 e8 48 3c fe ff 48 8b 04 24 e9 4d ff ff    ff 44 0f b6 17 44 0f b6 1e e9 a6 fd ff ff 44 0f  | ..$.H<..H..$.M...D...D........D. | 
| 215a0 |  b7 17 44 0f b7 1e e9 99 fd ff ff 0f 1f 44 00 00    41 57 48 8d 05 c7 ac 08 00 41 56 41 55 41 54 49  | ..D..........D..AWH......AVAUATI | 
| 215c0 |  89 fc 55 53 48 89 d3 48 83 ec 58 4c 8b 2d a6 99    08 00 48 89 44 24 30 48 05 60 09 00 00 48 c7 44  | ..USH..H..XL.-....H.D$0H.`...H.D | 
| 215e0 |  24 20 00 00 00 00 48 89 44 24 38 48 c7 44 24 40    00 00 00 00 4c 89 6c 24 28 48 85 c9 0f 84 ae 00  | $.....H.D$8H.D$@....L.l$(H...... | 
| 21600 |  00 00 48 89 cd 4c 8d 34 d6 48 83 fa 01 0f 84 ed    01 00 00 48 83 fa 02 0f 84 c3 00 00 00 48 85 d2  | ..H..L.4.H.........H.........H.. | 
| 21620 |  0f 84 7a 01 00 00 48 85 db 48 8d 05 08 9e 03 00    48 8d 0d f8 9d 03 00 41 0f 9f c0 48 0f 4f c8 4c  | ..z...H..H......H......A...H.O.L | 
| 21640 |  8d 0d e8 9d 03 00 45 0f b6 c0 48 8d 05 5f a2 03    00 49 83 c0 01 48 85 db 4c 0f 4f c8 48 83 ec 08  | ......E...H.._...I...H..L.O.H... | 
| 21660 |  48 8b 05 d1 98 08 00 48 8d 15 ef 9e 03 00 53 48    8d 35 8a 7f 03 00 48 8b 38 31 c0 e8 10 41 fe ff  | H......H......SH.5....H.81...A.. | 
| 21680 |  58 be c1 48 00 00 5a 48 8d 0d bb 9d 03 00 ba 01    0a 00 00 48 8d 3d 06 85 03 00 e8 11 44 ff ff 31  | X..H..ZH...........H.=......D..1 | 
| 216a0 |  c0 48 83 c4 58 5b 5d 41 5c 41 5d 41 5e 41 5f c3    48 83 fa 01 0f 84 3e 01 00 00 48 83 fa 02 0f 85  | .H..X[]A\A]A^A_.H.....>...H..... | 
| 216c0 |  62 ff ff ff 4c 8b 56 08 4c 89 54 24 28 4c 8b 0e    4c 89 4c 24 20 eb 28 66 0f 1f 84 00 00 00 00 00  | b...L.V.L.T$(L..L.L$..(f........ | 
| 216e0 |  f3 0f 6f 06 4c 8b 56 08 48 8b 49 10 0f 29 44 24    20 48 85 c9 0f 8f 56 03 00 00 4c 8b 4c 24 20 49  | ..o.L.V.H.I..)D$.H....V...L.L$.I | 
| 21700 |  8b ac 24 e8 00 00 00 8b 45 00 83 c0 01 74 03 89    45 00 48 8b 15 37 ab 08 00 48 83 ec 08 48 89 e9  | ..$.....E....t..E.H..7...H...H.. | 
| 21720 |  48 8b 05 e9 b6 08 00 41 55 48 8d 3d 10 5c 03 00    49 8d 74 24 48 41 b8 01 00 00 00 6a 00 52 50 6a  | H......AUH.=.\..I.t$HA.....j.RPj | 
| 21740 |  00 52 4c 89 d2 50 6a 02 ff 35 3a ab 08 00 ff 15    1c b9 08 00 48 83 c4 50 48 85 c0 0f 84 37 03 00  | .RL..Pj..5:.........H..PH....7.. | 
| 21760 |  00 48 8b 55 00 85 d2 0f 88 34 ff ff ff 48 83 ea    01 48 89 55 00 0f 85 26 ff ff ff 48 89 ef 48 89  | .H.U.....4...H...H.U...&...H..H. | 
| 21780 |  04 24 e8 49 3a fe ff 48 8b 04 24 48 83 c4 58 5b    5d 41 5c 41 5d 41 5e 41 5f c3 66 0f 1f 44 00 00  | .$.I:..H..$H..X[]A\A]A^A_.f..D.. | 
| 217a0 |  4c 8b 79 10 4c 8b 05 d5 aa 08 00 31 c0 4d 85 ff    7f 17 e9 64 02 00 00 66 0f 1f 84 00 00 00 00 00  | L.y.L......1.M.....d...f........ | 
| 217c0 |  48 83 c0 01 4c 39 f8 74 77 4c 3b 44 c5 18 75 f0    4d 8b 0c c6 4c 89 4c 24 20 4d 85 c9 0f 84 42 02  | H...L9.twL;D..u.M...L.L$.M....B. | 
| 217e0 |  00 00 49 83 ef 01 4d 85 ff 7f 26 4c 8b 54 24 28    e9 0a ff ff ff 0f 1f 00 4d 89 ea e9 cd fe ff ff  | ..I...M...&L.T$(........M....... | 
| 21800 |  4c 8b 0e 4c 8b 79 10 4c 89 4c 24 20 4d 85 ff 7e    da 48 8b 15 c8 b3 08 00 4c 89 f6 48 89 ef e8 bd  | L..L.y.L.L$.M..~.H......L..H.... | 
| 21820 |  31 ff ff 49 89 c2 48 85 c0 0f 84 b1 02 00 00 48    89 44 24 28 49 8d 4f ff e9 b4 fe ff ff 0f 1f 00  | 1..I..H........H.D$(I.O......... | 
| 21840 |  45 31 c9 49 8d 40 28 4a 8b 74 cd 18 48 89 44 24    10 49 39 f0 0f 84 11 01 00 00 66 0f 1f 44 00 00  | E1.I.@(J.t..H.D$.I9.......f..D.. | 
| 21860 |  48 8b 05 69 97 08 00 49 39 40 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 fb 00 00 00 84 c0 0f  | H..i...I9@....H9F............... | 
| 21880 |  84 f3 00 00 00 49 8b 50 10 48 3b 56 10 0f 85 bd    00 00 00 48 8b 46 18 49 8b 78 18 48 39 c7 41 0f  | .....I.P.H;V.......H.F.I.x.H9.A. | 
| 218a0 |  95 c2 48 83 f8 ff 0f 95 c0 41 84 c2 74 0a 48 83    ff ff 0f 85 98 00 00 00 45 0f b6 58 20 44 0f b6  | ..H......A..t.H.........E..X.D.. | 
| 218c0 |  56 20 44 89 d8 44 89 d7 c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 75 76 41 f6 c3 20 0f 85  | V.D..D.....@.........@8.uvA..... | 
| 218e0 |  55 02 00 00 49 8b 78 38 41 f6 c2 20 0f 85 32 02    00 00 48 8b 76 38 44 0f b6 d0 41 83 fa 01 0f 84  | U...I.x8A.....2...H.v8D...A..... | 
| 21900 |  5d 02 00 00 41 83 fa 02 0f 84 60 02 00 00 44 8b    17 44 8b 1e 45 39 d3 75 37 4c 89 04 24 48 83 fa  | ]...A.....`...D..D..E9.u7L..$H.. | 
| 21920 |  01 74 48 0f b6 c0 4c 89 4c 24 08 48 0f af d0 e8    dc 3a fe ff 4c 8b 4c 24 08 4c 8b 04 24 85 c0 0f  | .tH...L.L$.H.....:..L.L$.L..$... | 
| 21940 |  94 c0 0f b6 c0 0f 84 c8 00 00 00 0f 1f 44 00 00    49 83 c1 01 4d 39 f9 0f 84 be 00 00 00 4a 8b 74  | .............D..I...M9.......J.t | 
| 21960 |  cd 18 49 39 f0 0f 85 f5 fe ff ff 4f 8b 0c ce e9    60 fe ff ff 0f 1f 40 00 4d 39 e8 75 04 84 c0 75  | ..I9.......O....`.....@.M9.u...u | 
| 21980 |  cf 4c 39 ee 75 04 84 d2 75 c6 4c 89 c7 ba 02 00    00 00 4c 89 4c 24 08 4c 89 04 24 e8 80 38 fe ff  | .L9.u...u.L.......L.L$.L..$..8.. | 
| 219a0 |  48 89 c7 48 85 c0 74 73 48 3b 05 d1 95 08 00 4c    8b 04 24 0f 94 c0 48 3b 3d 8b 95 08 00 4c 8b 4c  | H..H..tsH;.....L..$...H;=....L.L | 
| 219c0 |  24 08 0f 94 c2 08 c2 0f 85 b3 00 00 00 4c 39 ef    0f 84 aa 00 00 00 4c 89 4c 24 18 4c 89 44 24 08  | $............L9.......L.L$.L.D$. | 
| 219e0 |  48 89 3c 24 e8 f7 3b fe ff 4c 8b 4c 24 18 4c 8b    44 24 08 48 8b 3c 24 48 8b 17 85 d2 78 0d 48 83  | H.<$..;..L.L$.L.D$.H.<$H....x.H. | 
| 21a00 |  ea 01 48 89 17 0f 84 f5 00 00 00 85 c0 0f 84 3d    ff ff ff 85 c0 0f 89 50 ff ff ff 48 c7 44 24 20  | ..H............=.......P...H.D$. | 
| 21a20 |  00 00 00 00 e8 f7 3a fe ff 48 8d 0d ff 99 03 00    41 b8 01 00 00 00 4c 8d 0d f1 99 03 00 48 85 c0  | ......:..H......A.....L......H.. | 
| 21a40 |  0f 84 16 fc ff ff be a5 48 00 00 e9 37 fc ff ff    48 8d 4c 24 20 48 8d 54 24 30 49 89 d8 4c 89 f6  | ........H...7...H.L$.H.T$0I..L.. | 
| 21a60 |  4c 8d 0d f6 9a 03 00 48 89 ef e8 b1 33 ff ff 85    c0 78 15 4c 8b 4c 24 20 e9 6e fd ff ff 0f 1f 00  | L......H....3....x.L.L$..n...... | 
| 21a80 |  0f b6 c0 e9 6f ff ff ff be b1 48 00 00 e9 f5 fb    ff ff 66 0f 1f 44 00 00 48 8b 55 00 85 d2 78 0e  | ....o.....H.......f..D..H.U...x. | 
| 21aa0 |  48 83 ea 01 48 89 55 00 0f 84 9e 00 00 00 48 8d    0d 94 99 03 00 ba 69 0a 00 00 be f8 48 00 00 48  | H...H.U.......H.......i.....H..H | 
| 21ac0 |  89 04 24 48 8d 3d d6 80 03 00 e8 e1 3f ff ff 48    8b 04 24 e9 c9 fb ff ff 0f 1f 84 00 00 00 00 00  | ..$H.=......?..H..$............. | 
| 21ae0 |  e8 3b 3a fe ff 48 85 c0 0f 84 62 ff ff ff be ac    48 00 00 e9 8f fb ff ff 0f 1f 84 00 00 00 00 00  | .;:..H....b.....H............... | 
| 21b00 |  89 44 24 18 4c 89 4c 24 08 4c 89 04 24 e8 be 36    fe ff 8b 44 24 18 4c 8b 4c 24 08 4c 8b 04 24 e9  | .D$.L.L$.L..$..6...D$.L.L$.L..$. | 
| 21b20 |  e7 fe ff ff 4c 8d 5e 28 48 83 c6 38 41 83 e2 40    49 0f 45 f3 e9 bd fd ff ff 49 8d 78 38 41 83 e3  | ....L.^(H..8A..@I.E......I.x8A.. | 
| 21b40 |  40 48 0f 45 7c 24 10 e9 9c fd ff ff 48 89 ef 48    89 04 24 e8 78 36 fe ff 48 8b 04 24 e9 4d ff ff  | @H.E|$......H..H..$.x6..H..$.M.. | 
| 21b60 |  ff 44 0f b6 17 44 0f b6 1e e9 a6 fd ff ff 44 0f    b7 17 44 0f b7 1e e9 99 fd ff ff 0f 1f 44 00 00  | .D...D........D...D..........D.. | 
| 21b80 |  41 57 48 8d 05 f7 a6 08 00 41 56 41 55 41 54 49    89 fc 55 53 48 89 d3 48 83 ec 58 4c 8b 2d d6 93  | AWH......AVAUATI..USH..H..XL.-.. | 
| 21ba0 |  08 00 48 89 44 24 30 48 05 60 09 00 00 48 c7 44    24 20 00 00 00 00 48 89 44 24 38 48 c7 44 24 40  | ..H.D$0H.`...H.D$.....H.D$8H.D$@ | 
| 21bc0 |  00 00 00 00 4c 89 6c 24 28 48 85 c9 0f 84 ae 00    00 00 48 89 cd 4c 8d 34 d6 48 83 fa 01 0f 84 ed  | ....L.l$(H........H..L.4.H...... | 
| 21be0 |  01 00 00 48 83 fa 02 0f 84 c3 00 00 00 48 85 d2    0f 84 7a 01 00 00 48 85 db 48 8d 05 38 98 03 00  | ...H.........H....z...H..H..8... | 
| 21c00 |  48 8d 0d 28 98 03 00 41 0f 9f c0 48 0f 4f c8 4c    8d 0d 18 98 03 00 45 0f b6 c0 48 8d 05 8f 9c 03  | H..(...A...H.O.L......E...H..... | 
| 21c20 |  00 49 83 c0 01 48 85 db 4c 0f 4f c8 48 83 ec 08    48 8b 05 01 93 08 00 48 8d 15 25 99 03 00 53 48  | .I...H..L.O.H...H......H..%...SH | 
| 21c40 |  8d 35 ba 79 03 00 48 8b 38 31 c0 e8 40 3b fe ff    58 be 12 48 00 00 5a 48 8d 0d eb 97 03 00 ba 99  | .5.y..H.81..@;..X..H..ZH........ | 
| 21c60 |  09 00 00 48 8d 3d 5e 7f 03 00 e8 41 3e ff ff 31    c0 48 83 c4 58 5b 5d 41 5c 41 5d 41 5e 41 5f c3  | ...H.=^....A>..1.H..X[]A\A]A^A_. | 
| 21c80 |  48 83 fa 01 0f 84 3e 01 00 00 48 83 fa 02 0f 85    62 ff ff ff 4c 8b 56 08 4c 89 54 24 28 4c 8b 0e  | H.....>...H.....b...L.V.L.T$(L.. | 
| 21ca0 |  4c 89 4c 24 20 eb 28 66 0f 1f 84 00 00 00 00 00    f3 0f 6f 06 4c 8b 56 08 48 8b 49 10 0f 29 44 24  | L.L$..(f..........o.L.V.H.I..)D$ | 
| 21cc0 |  20 48 85 c9 0f 8f 56 03 00 00 4c 8b 4c 24 20 49    8b ac 24 e8 00 00 00 8b 45 00 83 c0 01 74 03 89  | .H....V...L.L$.I..$.....E....t.. | 
| 21ce0 |  45 00 48 8b 15 67 a5 08 00 48 83 ec 08 48 89 e9    48 8b 05 19 b1 08 00 41 55 48 8d 3d d0 55 03 00  | E.H..g...H...H..H......AUH.=.U.. | 
| 21d00 |  49 8d 74 24 48 41 b8 01 00 00 00 6a 00 52 50 6a    00 52 4c 89 d2 50 6a 01 ff 35 6a a5 08 00 ff 15  | I.t$HA.....j.RPj.RL..Pj..5j..... | 
| 21d20 |  4c b3 08 00 48 83 c4 50 48 85 c0 0f 84 37 03 00    00 48 8b 55 00 85 d2 0f 88 34 ff ff ff 48 83 ea  | L...H..PH....7...H.U.....4...H.. | 
| 21d40 |  01 48 89 55 00 0f 85 26 ff ff ff 48 89 ef 48 89    04 24 e8 79 34 fe ff 48 8b 04 24 48 83 c4 58 5b  | .H.U...&...H..H..$.y4..H..$H..X[ | 
| 21d60 |  5d 41 5c 41 5d 41 5e 41 5f c3 66 0f 1f 44 00 00    4c 8b 79 10 4c 8b 05 05 a5 08 00 31 c0 4d 85 ff  | ]A\A]A^A_.f..D..L.y.L......1.M.. | 
| 21d80 |  7f 17 e9 64 02 00 00 66 0f 1f 84 00 00 00 00 00    48 83 c0 01 4c 39 f8 74 77 4c 3b 44 c5 18 75 f0  | ...d...f........H...L9.twL;D..u. | 
| 21da0 |  4d 8b 0c c6 4c 89 4c 24 20 4d 85 c9 0f 84 42 02    00 00 49 83 ef 01 4d 85 ff 7f 26 4c 8b 54 24 28  | M...L.L$.M....B...I...M...&L.T$( | 
| 21dc0 |  e9 0a ff ff ff 0f 1f 00 4d 89 ea e9 cd fe ff ff    4c 8b 0e 4c 8b 79 10 4c 89 4c 24 20 4d 85 ff 7e  | ........M.......L..L.y.L.L$.M..~ | 
| 21de0 |  da 48 8b 15 f8 ad 08 00 4c 89 f6 48 89 ef e8 ed    2b ff ff 49 89 c2 48 85 c0 0f 84 b1 02 00 00 48  | .H......L..H....+..I..H........H | 
| 21e00 |  89 44 24 28 49 8d 4f ff e9 b4 fe ff ff 0f 1f 00    45 31 c9 49 8d 40 28 4a 8b 74 cd 18 48 89 44 24  | .D$(I.O.........E1.I.@(J.t..H.D$ | 
| 21e20 |  10 49 39 f0 0f 84 11 01 00 00 66 0f 1f 44 00 00    48 8b 05 99 91 08 00 49 39 40 08 0f 94 c2 48 39  | .I9.......f..D..H......I9@....H9 | 
| 21e40 |  46 08 0f 94 c0 84 d2 0f 84 fb 00 00 00 84 c0 0f    84 f3 00 00 00 49 8b 50 10 48 3b 56 10 0f 85 bd  | F....................I.P.H;V.... | 
| 21e60 |  00 00 00 48 8b 46 18 49 8b 78 18 48 39 c7 41 0f    95 c2 48 83 f8 ff 0f 95 c0 41 84 c2 74 0a 48 83  | ...H.F.I.x.H9.A...H......A..t.H. | 
| 21e80 |  ff ff 0f 85 98 00 00 00 45 0f b6 58 20 44 0f b6    56 20 44 89 d8 44 89 d7 c0 e8 02 40 c0 ef 02 83  | ........E..X.D..V.D..D.....@.... | 
| 21ea0 |  e0 07 83 e7 07 40 38 f8 75 76 41 f6 c3 20 0f 85    55 02 00 00 49 8b 78 38 41 f6 c2 20 0f 85 32 02  | .....@8.uvA.....U...I.x8A.....2. | 
| 21ec0 |  00 00 48 8b 76 38 44 0f b6 d0 41 83 fa 01 0f 84    5d 02 00 00 41 83 fa 02 0f 84 60 02 00 00 44 8b  | ..H.v8D...A.....]...A.....`...D. | 
| 21ee0 |  17 44 8b 1e 45 39 d3 75 37 4c 89 04 24 48 83 fa    01 74 48 0f b6 c0 4c 89 4c 24 08 48 0f af d0 e8  | .D..E9.u7L..$H...tH...L.L$.H.... | 
| 21f00 |  0c 35 fe ff 4c 8b 4c 24 08 4c 8b 04 24 85 c0 0f    94 c0 0f b6 c0 0f 84 c8 00 00 00 0f 1f 44 00 00  | .5..L.L$.L..$................D.. | 
| 21f20 |  49 83 c1 01 4d 39 f9 0f 84 be 00 00 00 4a 8b 74    cd 18 49 39 f0 0f 85 f5 fe ff ff 4f 8b 0c ce e9  | I...M9.......J.t..I9.......O.... | 
| 21f40 |  60 fe ff ff 0f 1f 40 00 4d 39 e8 75 04 84 c0 75    cf 4c 39 ee 75 04 84 d2 75 c6 4c 89 c7 ba 02 00  | `.....@.M9.u...u.L9.u...u.L..... | 
| 21f60 |  00 00 4c 89 4c 24 08 4c 89 04 24 e8 b0 32 fe ff    48 89 c7 48 85 c0 74 73 48 3b 05 01 90 08 00 4c  | ..L.L$.L..$..2..H..H..tsH;.....L | 
| 21f80 |  8b 04 24 0f 94 c0 48 3b 3d bb 8f 08 00 4c 8b 4c    24 08 0f 94 c2 08 c2 0f 85 b3 00 00 00 4c 39 ef  | ..$...H;=....L.L$............L9. | 
| 21fa0 |  0f 84 aa 00 00 00 4c 89 4c 24 18 4c 89 44 24 08    48 89 3c 24 e8 27 36 fe ff 4c 8b 4c 24 18 4c 8b  | ......L.L$.L.D$.H.<$.'6..L.L$.L. | 
| 21fc0 |  44 24 08 48 8b 3c 24 48 8b 17 85 d2 78 0d 48 83    ea 01 48 89 17 0f 84 f5 00 00 00 85 c0 0f 84 3d  | D$.H.<$H....x.H...H............= | 
| 21fe0 |  ff ff ff 85 c0 0f 89 50 ff ff ff 48 c7 44 24 20    00 00 00 00 e8 27 35 fe ff 48 8d 0d 2f 94 03 00  | .......P...H.D$......'5..H../... | 
| 22000 |  41 b8 01 00 00 00 4c 8d 0d 21 94 03 00 48 85 c0    0f 84 16 fc ff ff be f6 47 00 00 e9 37 fc ff ff  | A.....L..!...H..........G...7... | 
| 22020 |  48 8d 4c 24 20 48 8d 54 24 30 49 89 d8 4c 89 f6    4c 8d 0d 2c 95 03 00 48 89 ef e8 e1 2d ff ff 85  | H.L$.H.T$0I..L..L..,...H....-... | 
| 22040 |  c0 78 15 4c 8b 4c 24 20 e9 6e fd ff ff 0f 1f 00    0f b6 c0 e9 6f ff ff ff be 02 48 00 00 e9 f5 fb  | .x.L.L$..n..........o.....H..... | 
| 22060 |  ff ff 66 0f 1f 44 00 00 48 8b 55 00 85 d2 78 0e    48 83 ea 01 48 89 55 00 0f 84 9e 00 00 00 48 8d  | ..f..D..H.U...x.H...H.U.......H. | 
| 22080 |  0d c4 93 03 00 ba fc 09 00 00 be 49 48 00 00 48    89 04 24 48 8d 3d 2e 7b 03 00 e8 11 3a ff ff 48  | ...........IH..H..$H.=.{....:..H | 
| 220a0 |  8b 04 24 e9 c9 fb ff ff 0f 1f 84 00 00 00 00 00    e8 6b 34 fe ff 48 85 c0 0f 84 62 ff ff ff be fd  | ..$..............k4..H....b..... | 
| 220c0 |  47 00 00 e9 8f fb ff ff 0f 1f 84 00 00 00 00 00    89 44 24 18 4c 89 4c 24 08 4c 89 04 24 e8 ee 30  | G................D$.L.L$.L..$..0 | 
| 220e0 |  fe ff 8b 44 24 18 4c 8b 4c 24 08 4c 8b 04 24 e9    e7 fe ff ff 4c 8d 5e 28 48 83 c6 38 41 83 e2 40  | ...D$.L.L$.L..$.....L.^(H..8A..@ | 
| 22100 |  49 0f 45 f3 e9 bd fd ff ff 49 8d 78 38 41 83 e3    40 48 0f 45 7c 24 10 e9 9c fd ff ff 48 89 ef 48  | I.E......I.x8A..@H.E|$......H..H | 
| 22120 |  89 04 24 e8 a8 30 fe ff 48 8b 04 24 e9 4d ff ff    ff 44 0f b6 17 44 0f b6 1e e9 a6 fd ff ff 44 0f  | ..$..0..H..$.M...D...D........D. | 
| 22140 |  b7 17 44 0f b7 1e e9 99 fd ff ff 0f 1f 44 00 00    41 57 48 8d 05 ff a2 08 00 41 56 41 55 41 54 49  | ..D..........D..AWH......AVAUATI | 
| 22160 |  89 fc 55 53 48 89 d3 48 83 ec 58 4c 8b 2d 06 8e    08 00 48 89 44 24 30 48 05 88 07 00 00 48 c7 44  | ..USH..H..XL.-....H.D$0H.....H.D | 
| 22180 |  24 20 00 00 00 00 48 89 44 24 38 48 c7 44 24 40    00 00 00 00 4c 89 6c 24 28 48 85 c9 0f 84 ae 00  | $.....H.D$8H.D$@....L.l$(H...... | 
| 221a0 |  00 00 48 89 cd 4c 8d 34 d6 48 83 fa 01 0f 84 ed    01 00 00 48 83 fa 02 0f 84 c3 00 00 00 48 85 d2  | ..H..L.4.H.........H.........H.. | 
| 221c0 |  0f 84 7a 01 00 00 48 85 db 48 8d 05 68 92 03 00    48 8d 0d 58 92 03 00 41 0f 9f c0 48 0f 4f c8 4c  | ..z...H..H..h...H..X...A...H.O.L | 
| 221e0 |  8d 0d 48 92 03 00 45 0f b6 c0 48 8d 05 bf 96 03    00 49 83 c0 01 48 85 db 4c 0f 4f c8 48 83 ec 08  | ..H...E...H......I...H..L.O.H... | 
| 22200 |  48 8b 05 31 8d 08 00 48 8d 15 f6 92 03 00 53 48    8d 35 ea 73 03 00 48 8b 38 31 c0 e8 70 35 fe ff  | H..1...H......SH.5.s..H.81..p5.. | 
| 22220 |  58 be e7 43 00 00 5a 48 8d 0d 1b 92 03 00 ba 76    07 00 00 48 8d 3d b6 79 03 00 e8 71 38 ff ff 31  | X..C..ZH.......v...H.=.y...q8..1 | 
| 22240 |  c0 48 83 c4 58 5b 5d 41 5c 41 5d 41 5e 41 5f c3    48 83 fa 01 0f 84 3e 01 00 00 48 83 fa 02 0f 85  | .H..X[]A\A]A^A_.H.....>...H..... | 
| 22260 |  62 ff ff ff 4c 8b 56 08 4c 89 54 24 28 4c 8b 0e    4c 89 4c 24 20 eb 28 66 0f 1f 84 00 00 00 00 00  | b...L.V.L.T$(L..L.L$..(f........ | 
| 22280 |  f3 0f 6f 06 4c 8b 56 08 48 8b 49 10 0f 29 44 24    20 48 85 c9 0f 8f 56 03 00 00 4c 8b 4c 24 20 49  | ..o.L.V.H.I..)D$.H....V...L.L$.I | 
| 222a0 |  8b ac 24 e8 00 00 00 8b 45 00 83 c0 01 74 03 89    45 00 48 8b 15 97 9f 08 00 48 83 ec 08 48 89 e9  | ..$.....E....t..E.H......H...H.. | 
| 222c0 |  48 8b 05 49 ab 08 00 41 55 48 8d 3d d0 50 03 00    49 8d 74 24 48 41 b8 01 00 00 00 6a 00 52 50 6a  | H..I...AUH.=.P..I.t$HA.....j.RPj | 
| 222e0 |  00 52 4c 89 d2 50 6a 02 ff 35 72 a1 08 00 ff 15    7c ad 08 00 48 83 c4 50 48 85 c0 0f 84 37 03 00  | .RL..Pj..5r.....|...H..PH....7.. | 
| 22300 |  00 48 8b 55 00 85 d2 0f 88 34 ff ff ff 48 83 ea    01 48 89 55 00 0f 85 26 ff ff ff 48 89 ef 48 89  | .H.U.....4...H...H.U...&...H..H. | 
| 22320 |  04 24 e8 a9 2e fe ff 48 8b 04 24 48 83 c4 58 5b    5d 41 5c 41 5d 41 5e 41 5f c3 66 0f 1f 44 00 00  | .$.....H..$H..X[]A\A]A^A_.f..D.. | 
| 22340 |  4c 8b 79 10 4c 8b 05 0d a1 08 00 31 c0 4d 85 ff    7f 17 e9 64 02 00 00 66 0f 1f 84 00 00 00 00 00  | L.y.L......1.M.....d...f........ | 
| 22360 |  48 83 c0 01 4c 39 f8 74 77 4c 3b 44 c5 18 75 f0    4d 8b 0c c6 4c 89 4c 24 20 4d 85 c9 0f 84 42 02  | H...L9.twL;D..u.M...L.L$.M....B. | 
| 22380 |  00 00 49 83 ef 01 4d 85 ff 7f 26 4c 8b 54 24 28    e9 0a ff ff ff 0f 1f 00 4d 89 ea e9 cd fe ff ff  | ..I...M...&L.T$(........M....... | 
| 223a0 |  4c 8b 0e 4c 8b 79 10 4c 89 4c 24 20 4d 85 ff 7e    da 48 8b 15 28 a8 08 00 4c 89 f6 48 89 ef e8 1d  | L..L.y.L.L$.M..~.H..(...L..H.... | 
| 223c0 |  26 ff ff 49 89 c2 48 85 c0 0f 84 b1 02 00 00 48    89 44 24 28 49 8d 4f ff e9 b4 fe ff ff 0f 1f 00  | &..I..H........H.D$(I.O......... | 
| 223e0 |  45 31 c9 49 8d 40 28 4a 8b 74 cd 18 48 89 44 24    10 49 39 f0 0f 84 11 01 00 00 66 0f 1f 44 00 00  | E1.I.@(J.t..H.D$.I9.......f..D.. | 
| 22400 |  48 8b 05 c9 8b 08 00 49 39 40 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 fb 00 00 00 84 c0 0f  | H......I9@....H9F............... | 
| 22420 |  84 f3 00 00 00 49 8b 50 10 48 3b 56 10 0f 85 bd    00 00 00 48 8b 46 18 49 8b 78 18 48 39 c7 41 0f  | .....I.P.H;V.......H.F.I.x.H9.A. | 
| 22440 |  95 c2 48 83 f8 ff 0f 95 c0 41 84 c2 74 0a 48 83    ff ff 0f 85 98 00 00 00 45 0f b6 58 20 44 0f b6  | ..H......A..t.H.........E..X.D.. | 
| 22460 |  56 20 44 89 d8 44 89 d7 c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 75 76 41 f6 c3 20 0f 85  | V.D..D.....@.........@8.uvA..... | 
| 22480 |  55 02 00 00 49 8b 78 38 41 f6 c2 20 0f 85 32 02    00 00 48 8b 76 38 44 0f b6 d0 41 83 fa 01 0f 84  | U...I.x8A.....2...H.v8D...A..... | 
| 224a0 |  5d 02 00 00 41 83 fa 02 0f 84 60 02 00 00 44 8b    17 44 8b 1e 45 39 d3 75 37 4c 89 04 24 48 83 fa  | ]...A.....`...D..D..E9.u7L..$H.. | 
| 224c0 |  01 74 48 0f b6 c0 4c 89 4c 24 08 48 0f af d0 e8    3c 2f fe ff 4c 8b 4c 24 08 4c 8b 04 24 85 c0 0f  | .tH...L.L$.H....</..L.L$.L..$... | 
| 224e0 |  94 c0 0f b6 c0 0f 84 c8 00 00 00 0f 1f 44 00 00    49 83 c1 01 4d 39 f9 0f 84 be 00 00 00 4a 8b 74  | .............D..I...M9.......J.t | 
| 22500 |  cd 18 49 39 f0 0f 85 f5 fe ff ff 4f 8b 0c ce e9    60 fe ff ff 0f 1f 40 00 4d 39 e8 75 04 84 c0 75  | ..I9.......O....`.....@.M9.u...u | 
| 22520 |  cf 4c 39 ee 75 04 84 d2 75 c6 4c 89 c7 ba 02 00    00 00 4c 89 4c 24 08 4c 89 04 24 e8 e0 2c fe ff  | .L9.u...u.L.......L.L$.L..$..,.. | 
| 22540 |  48 89 c7 48 85 c0 74 73 48 3b 05 31 8a 08 00 4c    8b 04 24 0f 94 c0 48 3b 3d eb 89 08 00 4c 8b 4c  | H..H..tsH;.1...L..$...H;=....L.L | 
| 22560 |  24 08 0f 94 c2 08 c2 0f 85 b3 00 00 00 4c 39 ef    0f 84 aa 00 00 00 4c 89 4c 24 18 4c 89 44 24 08  | $............L9.......L.L$.L.D$. | 
| 22580 |  48 89 3c 24 e8 57 30 fe ff 4c 8b 4c 24 18 4c 8b    44 24 08 48 8b 3c 24 48 8b 17 85 d2 78 0d 48 83  | H.<$.W0..L.L$.L.D$.H.<$H....x.H. | 
| 225a0 |  ea 01 48 89 17 0f 84 f5 00 00 00 85 c0 0f 84 3d    ff ff ff 85 c0 0f 89 50 ff ff ff 48 c7 44 24 20  | ..H............=.......P...H.D$. | 
| 225c0 |  00 00 00 00 e8 57 2f fe ff 48 8d 0d 5f 8e 03 00    41 b8 01 00 00 00 4c 8d 0d 51 8e 03 00 48 85 c0  | .....W/..H.._...A.....L..Q...H.. | 
| 225e0 |  0f 84 16 fc ff ff be cb 43 00 00 e9 37 fc ff ff    48 8d 4c 24 20 48 8d 54 24 30 49 89 d8 4c 89 f6  | ........C...7...H.L$.H.T$0I..L.. | 
| 22600 |  4c 8d 0d fd 8e 03 00 48 89 ef e8 11 28 ff ff 85    c0 78 15 4c 8b 4c 24 20 e9 6e fd ff ff 0f 1f 00  | L......H....(....x.L.L$..n...... | 
| 22620 |  0f b6 c0 e9 6f ff ff ff be d7 43 00 00 e9 f5 fb    ff ff 66 0f 1f 44 00 00 48 8b 55 00 85 d2 78 0e  | ....o.....C.......f..D..H.U...x. | 
| 22640 |  48 83 ea 01 48 89 55 00 0f 84 9e 00 00 00 48 8d    0d f4 8d 03 00 ba bd 07 00 00 be 1e 44 00 00 48  | H...H.U.......H.............D..H | 
| 22660 |  89 04 24 48 8d 3d 86 75 03 00 e8 41 34 ff ff 48    8b 04 24 e9 c9 fb ff ff 0f 1f 84 00 00 00 00 00  | ..$H.=.u...A4..H..$............. | 
| 22680 |  e8 9b 2e fe ff 48 85 c0 0f 84 62 ff ff ff be d2    43 00 00 e9 8f fb ff ff 0f 1f 84 00 00 00 00 00  | .....H....b.....C............... | 
| 226a0 |  89 44 24 18 4c 89 4c 24 08 4c 89 04 24 e8 1e 2b    fe ff 8b 44 24 18 4c 8b 4c 24 08 4c 8b 04 24 e9  | .D$.L.L$.L..$..+...D$.L.L$.L..$. | 
| 226c0 |  e7 fe ff ff 4c 8d 5e 28 48 83 c6 38 41 83 e2 40    49 0f 45 f3 e9 bd fd ff ff 49 8d 78 38 41 83 e3  | ....L.^(H..8A..@I.E......I.x8A.. | 
| 226e0 |  40 48 0f 45 7c 24 10 e9 9c fd ff ff 48 89 ef 48    89 04 24 e8 d8 2a fe ff 48 8b 04 24 e9 4d ff ff  | @H.E|$......H..H..$..*..H..$.M.. | 
| 22700 |  ff 44 0f b6 17 44 0f b6 1e e9 a6 fd ff ff 44 0f    b7 17 44 0f b7 1e e9 99 fd ff ff 0f 1f 44 00 00  | .D...D........D...D..........D.. | 
| 22720 |  41 56 41 55 49 89 fd 41 54 55 53 48 83 ec 10 48    8b 3d 12 98 08 00 48 8b 47 08 48 8b 80 90 00 00  | AVAUI..ATUSH...H.=....H.G.H..... | 
| 22740 |  00 48 3b 05 10 88 08 00 75 2e b9 01 00 00 00 31    d2 4c 89 ee e8 47 2a fe ff 49 89 c4 48 85 c0 0f  | .H;.....u......1.L...G*..I..H... | 
| 22760 |  84 eb 00 00 00 48 83 c4 10 4c 89 e0 5b 5d 41 5c    41 5d 41 5e c3 0f 1f 00 4c 89 ee 48 85 c0 0f 84  | .....H...L..[]A\A]A^....L..H.... | 
| 22780 |  2c 01 00 00 ff d0 49 89 c4 4d 85 e4 75 d7 e8 3d    29 fe ff 48 89 c3 48 8b 05 23 88 08 00 4c 8b 43  | ,.....I..M..u..=)..H..H..#...L.C | 
| 227a0 |  60 4c 8b 20 4d 85 c0 0f 84 a3 00 00 00 49 8b 78    08 49 39 fc 74 7a 49 8b 44 24 08 48 8b 80 a8 00  | `L..M........I.x.I9.tzI.D$.H.... | 
| 227c0 |  00 00 a9 00 00 00 04 0f 85 16 01 00 00 48 8b 57    08 f6 82 ab 00 00 00 80 0f 84 df 00 00 00 f6 87  | .............H.W................ | 
| 227e0 |  ab 00 00 00 40 0f 84 d2 00 00 00 a9 00 00 00 80    0f 84 c7 00 00 00 41 f6 84 24 ab 00 00 00 40 0f  | ....@.................A..$....@. | 
| 22800 |  84 b8 00 00 00 48 8b 97 58 01 00 00 48 85 d2 74    54 48 8b 4a 10 48 85 c9 7e 36 31 c0 eb 0b 66 90  | .....H..X...H..tTH.J.H..~61...f. | 
| 22820 |  48 83 c0 01 48 39 c1 74 27 4c 3b 64 c2 18 75 f0    48 c7 43 60 00 00 00 00 49 8b 00 85 c0 78 11 48  | H...H9.t'L;d..u.H.C`....I....x.H | 
| 22840 |  83 e8 01 49 89 00 75 08 4c 89 c7 e8 80 29 fe ff    e8 cb 2c fe ff 49 89 c4 48 85 c0 74 2b 45 31 e4  | ...I..u.L....)....,..I..H..t+E1. | 
| 22860 |  e9 00 ff ff ff 48 8b bf 00 01 00 00 49 39 fc 74    bf 48 85 ff 75 ef 4c 3b 25 23 87 08 00 74 b1 eb  | .....H......I9.t.H..u.L;%#...t.. | 
| 22880 |  cf 0f 1f 80 00 00 00 00 48 8b 05 49 87 08 00 4c    89 ea 48 8d 35 d2 8c 03 00 48 8b 38 31 c0 e8 ed  | ........H..I...L..H.5....H.81... | 
| 228a0 |  2e fe ff e9 bd fe ff ff 0f 1f 84 00 00 00 00 00    e8 4b 2f fe ff 49 89 c4 e9 cc fe ff ff 4c 89 e6  | .................K/..I.......L.. | 
| 228c0 |  e8 ab 29 fe ff 85 c0 74 87 4c 8b 43 60 48 c7 43    60 00 00 00 00 4d 85 c0 0f 84 72 ff ff ff e9 55  | ..)....t.L.C`H.C`....M....r....U | 
| 228e0 |  ff ff ff 49 8b 6c 24 10 48 85 ed 0f 8e 5f ff ff    ff 31 c0 eb 09 48 83 c0 01 48 39 c5 74 0c 49 3b  | ...I.l$.H...._...1...H...H9.t.I; | 
| 22900 |  7c c4 18 75 f0 e9 26 ff ff ff 45 31 f6 4b 8b 74    f4 18 48 39 f7 74 b2 48 89 7c 24 08 e8 4f 1c ff  | |..u..&...E1.K.t..H9.t.H.|$..O.. | 
| 22920 |  ff 48 8b 7c 24 08 85 c0 75 9f 49 83 c6 01 4c 39    f5 75 da e9 18 ff ff ff 0f 1f 84 00 00 00 00 00  | .H.|$...u.I...L9.u.............. | 
| 22940 |  41 54 48 89 fe 55 48 89 fd 48 83 ec 08 48 8b 57    18 48 8b 3d e8 95 08 00 e8 03 2c fe ff 49 89 c4  | ATH..UH..H...H.W.H.=......,..I.. | 
| 22960 |  48 85 c0 74 1b 8b 00 83 c0 01 74 04 41 89 04 24    48 83 c4 08 4c 89 e0 5d 41 5c c3 0f 1f 44 00 00  | H..t......t.A..$H...L..]A\...D.. | 
| 22980 |  e8 9b 2b fe ff 48 85 c0 75 e6 48 83 c4 08 48 89    ef 5d 41 5c e9 87 fd ff ff 0f 1f 80 00 00 00 00  | ..+..H..u.H...H..]A\............ | 
| 229a0 |  41 57 48 8d 05 2f a4 08 00 41 56 41 55 41 54 49    89 fc 55 53 48 89 d3 48 81 ec 88 00 00 00 48 c7  | AWH../...AVAUATI..USH..H......H. | 
| 229c0 |  44 24 30 00 00 00 00 48 89 44 24 70 48 c7 44 24    78 00 00 00 00 48 85 c9 0f 84 b2 09 00 00 49 89  | D$0....H.D$pH.D$x....H........I. | 
| 229e0 |  cd 4c 8d 34 d6 48 85 d2 0f 84 ba 09 00 00 48 83    fa 01 0f 85 20 09 00 00 48 8b 2e 48 8b 49 10 48  | .L.4.H........H.........H..H.I.H | 
| 22a00 |  89 6c 24 30 48 85 c9 0f 8f b3 1d 00 00 48 c7 44    24 38 00 00 00 00 48 89 ef 48 c7 44 24 40 00 00  | .l$0H........H.D$8....H..H.D$@.. | 
| 22a20 |  00 00 48 c7 44 24 48 00 00 00 00 48 c7 44 24 50    00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44  | ..H.D$H....H.D$P....H.D$X....H.D | 
| 22a40 |  24 60 00 00 00 00 48 c7 44 24 68 00 00 00 00 e8    5c 2b fe ff 48 89 04 24 48 83 f8 ff 0f 84 7e 14  | $`....H.D$h.....\+..H..$H.....~. | 
| 22a60 |  00 00 48 8b 15 37 95 08 00 48 8b 7d 08 48 39 fa    74 3a 48 8b 8f 58 01 00 00 48 85 c9 0f 84 7e 09  | ..H..7...H.}.H9.t:H..X...H....~. | 
| 22a80 |  00 00 48 8b 71 10 48 85 f6 0f 8e a1 09 00 00 31    c0 eb 12 0f 1f 44 00 00 48 83 c0 01 48 39 c6 0f  | ..H.q.H........1.....D..H...H9.. | 
| 22aa0 |  84 8b 09 00 00 48 3b 54 c1 18 75 ec 48 8b 87 90    00 00 00 48 8b 35 76 9a 08 00 48 89 ef 48 85 c0  | .....H;T..u.H......H.5v...H..H.. | 
| 22ac0 |  0f 84 40 1d 00 00 ff d0 48 89 c7 48 89 7c 24 38    48 85 ff 0f 84 3a 1d 00 00 48 8b 47 08 48 8b 35  | ..@.....H..H.|$8H....:...H.G.H.5 | 
| 22ae0 |  ec a2 08 00 48 8b 80 90 00 00 00 48 85 c0 0f 84    ad 1d 00 00 ff d0 49 89 c0 4c 89 44 24 40 48 8b  | ....H......H..........I..L.D$@H. | 
| 22b00 |  7c 24 38 4d 85 c0 0f 84 a2 1d 00 00 48 8b 07 85    c0 78 12 48 83 e8 01 48 89 07 0f 84 38 17 00 00  | |$8M........H....x.H...H....8... | 
| 22b20 |  4c 8b 44 24 40 48 8b 1d 54 84 08 00 4c 8b 2d 15    84 08 00 48 c7 44 24 38 00 00 00 00 49 39 d8 0f  | L.D$@H..T...L.-....H.D$8....I9.. | 
| 22b40 |  94 c0 4d 39 e8 0f 94 c2 08 c2 0f 85 a0 08 00 00    4c 3b 05 21 84 08 00 0f 84 93 08 00 00 4c 89 c7  | ..M9............L;.!.........L.. | 
| 22b60 |  e8 7b 2a fe ff 41 89 c6 85 c0 0f 88 63 1d 00 00    4c 8b 44 24 40 49 8b 00 85 c0 78 0d 48 83 e8 01  | .{*..A......c...L.D$@I....x.H... | 
| 22b80 |  49 89 00 0f 84 df 16 00 00 48 c7 44 24 40 00 00    00 00 45 85 f6 0f 84 dd 16 00 00 48 8b 7d 08 48  | I........H.D$@....E........H.}.H | 
| 22ba0 |  8b 15 fa 93 08 00 48 39 fa 0f 85 81 08 00 00 48    8b 82 90 00 00 00 48 8b 35 8b 9c 08 00 48 89 ef  | ......H9.......H......H.5....H.. | 
| 22bc0 |  48 85 c0 0f 84 ea 1e 00 00 ff d0 48 89 c7 48 89    7c 24 40 48 85 ff 0f 84 c2 1e 00 00 48 8b 35 55  | H..........H..H.|$@H........H.5U | 
| 22be0 |  a2 08 00 48 39 fe 0f 84 43 1d 00 00 48 8b 47 08    48 3b 05 b1 83 08 00 0f 85 63 20 00 00 48 8b 47  | ...H9...C...H.G.H;.......c...H.G | 
| 22c00 |  10 a8 02 0f 85 e7 16 00 00 48 c1 e8 03 45 31 f6    48 83 f8 01 75 0b 45 31 f6 83 7f 18 01 41 0f 94  | .........H...E1.H...u.E1.....A.. | 
| 22c20 |  c6 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f    84 11 20 00 00 48 c7 44 24 40 00 00 00 00 45 85  | .H....x.H...H........H.D$@....E. | 
| 22c40 |  f6 0f 84 c6 16 00 00 48 8b 35 92 9f 08 00 48 89    ef e8 3a 0a ff ff 48 89 44 24 40 48 89 c7 48 85  | .......H.5....H...:...H.D$@H..H. | 
| 22c60 |  c0 0f 84 8a 24 00 00 48 39 d8 0f 94 c0 4c 39 ef    0f 94 c2 08 c2 0f 85 83 1b 00 00 48 3b 3d f6 82  | ....$..H9....L9............H;=.. | 
| 22c80 |  08 00 0f 84 76 1b 00 00 e8 53 29 fe ff 89 c3 85    c0 0f 88 87 24 00 00 48 8b 7c 24 40 48 8b 07 85  | ....v....S).........$..H.|$@H... | 
| 22ca0 |  c0 78 0d 48 83 e8 01 48 89 07 0f 84 7d 1f 00 00    48 c7 44 24 40 00 00 00 00 85 db 0f 84 4c 16 00  | .x.H...H....}...H.D$@........L.. | 
| 22cc0 |  00 48 8b 05 b0 82 08 00 48 89 44 24 08 48 39 c5    0f 85 58 1b 00 00 48 8b 45 10 48 8b 35 c7 9f 08  | .H......H.D$.H9...X...H.E.H.5... | 
| 22ce0 |  00 48 89 44 24 10 48 8b 45 08 48 8b 80 90 00 00    00 48 85 c0 0f 84 61 1b 00 00 48 89 ef ff d0 48  | .H.D$.H.E.H......H....a...H....H | 
| 22d00 |  89 c7 48 89 7c 24 40 48 85 ff 0f 84 5b 1b 00 00    31 c9 31 d2 31 f6 e8 65 12 ff ff 48 89 44 24 38  | ..H.|$@H....[...1.1.1..e...H.D$8 | 
| 22d20 |  48 89 c7 48 85 c0 0f 84 92 1b 00 00 4c 8b 44 24    40 49 8b 00 85 c0 78 12 48 83 e8 01 49 89 00 0f  | H..H........L.D$@I....x.H...I... | 
| 22d40 |  84 3b 1a 00 00 48 8b 7c 24 38 48 c7 44 24 40 00    00 00 00 e8 88 29 ff ff 48 89 c3 48 83 f8 ff 0f  | .;...H.|$8H.D$@......)..H..H.... | 
| 22d60 |  84 84 1b 00 00 48 8b 7c 24 38 48 8b 07 85 c0 78    0d 48 83 e8 01 48 89 07 0f 84 12 1a 00 00 48 8b  | .....H.|$8H....x.H...H........H. | 
| 22d80 |  45 08 48 8b 35 2f 97 08 00 48 89 ef 48 c7 44 24    38 00 00 00 00 48 8b 80 90 00 00 00 48 85 c0 0f  | E.H.5/...H..H.D$8....H......H... | 
| 22da0 |  84 68 1b 00 00 ff d0 48 89 c7 48 89 7c 24 38 48    85 ff 0f 84 62 1b 00 00 48 8b 47 08 48 8b 35 c5  | .h.....H..H.|$8H....b...H.G.H.5. | 
| 22dc0 |  98 08 00 48 8b 80 90 00 00 00 48 85 c0 0f 84 9b    1b 00 00 ff d0 49 89 c0 4c 89 44 24 40 48 8b 7c  | ...H......H..........I..L.D$@H.| | 
| 22de0 |  24 38 4d 85 c0 0f 84 73 1b 00 00 48 8b 07 85 c0    78 12 48 83 e8 01 48 89 07 0f 84 a1 19 00 00 4c  | $8M....s...H....x.H...H........L | 
| 22e00 |  8b 44 24 40 48 c7 44 24 38 00 00 00 00 4c 89 c7    e8 cb 28 ff ff 48 89 c5 48 83 f8 ff 0f 84 6e 1b  | .D$@H.D$8....L....(..H..H.....n. | 
| 22e20 |  00 00 48 8b 7c 24 40 48 8b 07 85 c0 78 0d 48 83    e8 01 48 89 07 0f 84 75 19 00 00 48 c7 44 24 40  | ..H.|$@H....x.H...H....u...H.D$@ | 
| 22e40 |  00 00 00 00 48 8b 3d 95 9a 08 00 e8 f0 fa ff ff    48 89 44 24 40 48 89 c7 48 85 c0 0f 84 1a 1b 00  | ....H.=.........H.D$@H..H....... | 
| 22e60 |  00 48 8b 40 08 48 8b 35 54 96 08 00 48 8b 80 90    00 00 00 48 85 c0 0f 84 d7 1b 00 00 ff d0 48 89  | .H.@.H.5T...H......H..........H. | 
| 22e80 |  44 24 38 4c 8b 54 24 40 48 85 c0 0f 84 cc 1b 00    00 49 8b 02 85 c0 78 0d 48 83 e8 01 49 89 02 0f  | D$8L.T$@H........I....x.H...I... | 
| 22ea0 |  84 4c 19 00 00 48 c7 44 24 40 00 00 00 00 48 89    ef e8 4a 25 fe ff 48 89 44 24 40 48 85 c0 0f 84  | .L...H.D$@....H...J%..H.D$@H.... | 
| 22ec0 |  a9 1b 00 00 bf 01 00 00 00 e8 e2 25 fe ff 48 89    44 24 48 49 89 c7 48 85 c0 0f 84 e1 1b 00 00 48  | ...........%..H.D$HI..H........H | 
| 22ee0 |  8b 44 24 40 48 c7 44 24 40 00 00 00 00 49 89 47    18 e8 4a 27 fe ff 48 89 44 24 40 48 85 c0 0f 84  | .D$@H.D$@....I.G..J'..H.D$@H.... | 
| 22f00 |  fa 1b 00 00 48 8b 3d d5 99 08 00 e8 30 fa ff ff    49 89 c5 48 85 c0 0f 84 f1 1c 00 00 48 8b 35 1d  | ....H.=.....0...I..H........H.5. | 
| 22f20 |  97 08 00 48 89 c7 e8 65 07 ff ff 48 89 44 24 50    49 89 c7 48 85 c0 0f 84 14 1d 00 00 49 8b 45 00  | ...H...e...H.D$PI..H........I.E. | 
| 22f40 |  85 c0 78 13 48 83 e8 01 49 89 45 00 0f 84 ff 19    00 00 4c 8b 7c 24 50 48 8b 35 5a 95 08 00 48 8b  | ..x.H...I.E.......L.|$PH.5Z...H. | 
| 22f60 |  7c 24 40 4c 89 fa e8 95 27 fe ff 85 c0 0f 88 0e    1c 00 00 48 8b 7c 24 50 48 8b 07 85 c0 78 0d 48  | |$@L....'..........H.|$PH....x.H | 
| 22f80 |  83 e8 01 48 89 07 0f 84 2c 1a 00 00 48 8b 54 24    40 48 8b 74 24 48 48 c7 44 24 50 00 00 00 00 48  | ...H....,...H.T$@H.t$HH.D$P....H | 
| 22fa0 |  8b 7c 24 38 e8 37 06 ff ff 48 89 44 24 50 49 89    c7 48 85 c0 0f 84 1d 1d 00 00 48 8b 7c 24 38 48  | .|$8.7...H.D$PI..H........H.|$8H | 
| 22fc0 |  8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 62    1a 00 00 48 c7 44 24 38 00 00 00 00 48 8b 7c 24  | ....x.H...H....b...H.D$8....H.|$ | 
| 22fe0 |  48 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f    84 4a 1a 00 00 48 c7 44 24 48 00 00 00 00 48 8b  | HH....x.H...H....J...H.D$H....H. | 
| 23000 |  7c 24 40 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89    07 0f 84 32 1a 00 00 48 c7 44 24 40 00 00 00 00  | |$@H....x.H...H....2...H.D$@.... | 
| 23020 |  4c 8b 7c 24 50 48 c7 44 24 50 00 00 00 00 4c 3b    7c 24 08 0f 85 be 1e 00 00 49 8b bc 24 e8 00 00  | L.|$PH.D$P....L;|$.......I..$... | 
| 23040 |  00 48 8b 35 a8 94 08 00 4d 8b 77 10 e8 9f 0e ff    ff 49 89 c5 48 85 c0 0f 84 8a 1e 00 00 49 8b bc  | .H.5....M.w......I..H........I.. | 
| 23060 |  24 e8 00 00 00 48 8b 35 6c 94 08 00 e8 7f 0e ff    ff 48 89 44 24 40 48 89 c7 48 85 c0 0f 84 24 1f  | $....H.5l........H.D$@H..H....$. | 
| 23080 |  00 00 48 c7 44 24 48 00 00 00 00 48 8b 05 66 7e    08 00 48 39 47 08 0f 85 1e 20 00 00 48 8b 47 18  | ..H.D$H....H..f~..H9G.......H.G. | 
| 230a0 |  48 89 44 24 48 48 85 c0 0f 84 86 20 00 00 8b 10    48 8b 7f 10 83 c2 01 74 02 89 10 8b 07 83 c0 01  | H.D$HH..........H......t........ | 
| 230c0 |  74 02 89 07 4c 8b 54 24 40 48 89 7c 24 40 49 8b    02 85 c0 0f 88 04 1a 00 00 48 83 e8 01 49 89 02  | t...L.T$@H.|$@I..........H...I.. | 
| 230e0 |  0f 84 3a 1b 00 00 48 8b 44 24 48 48 8b 7c 24 40    48 8d 74 24 70 ba 01 00 00 00 48 89 44 24 70 48  | ..:...H.D$HH.|$@H.t$p.....H.D$pH | 
| 23100 |  c7 44 24 78 00 00 00 00 e8 63 26 ff ff 48 8b 7c    24 48 48 89 44 24 50 e8 44 06 ff ff 48 8b 7c 24  | .D$x.....c&..H.|$HH.D$P.D...H.|$ | 
| 23120 |  50 48 c7 44 24 48 00 00 00 00 48 85 ff 0f 84 aa    1f 00 00 4c 8b 54 24 40 49 8b 02 85 c0 78 12 48  | PH.D$H....H........L.T$@I....x.H | 
| 23140 |  83 e8 01 49 89 02 0f 84 a5 19 00 00 48 8b 7c 24    50 48 c7 44 24 40 00 00 00 00 48 8b 07 85 c0 78  | ...I........H.|$PH.D$@....H....x | 
| 23160 |  0d 48 83 e8 01 48 89 07 0f 84 db 19 00 00 48 c7    44 24 50 00 00 00 00 e8 54 1f fe ff 48 8d 4c 24  | .H...H........H.D$P.....T...H.L$ | 
| 23180 |  68 48 8d 54 24 60 48 8b 78 68 48 8d 74 24 58 e8    9c 0f ff ff 48 8b 0c 24 48 83 e9 01 48 83 fd 08  | hH.T$`H.xhH.t$X.....H..$H...H... | 
| 231a0 |  0f 84 1c 18 00 00 48 85 c9 7e 7b 49 8d 44 24 20    4c 89 6c 24 18 49 89 dc 48 89 04 24 4c 0f af e1  | ......H..~{I.D$.L.l$.I..H..$L... | 
| 231c0 |  4c 03 64 24 10 4c 89 7c 24 20 49 89 cf 0f 1f 00    48 8b 3c 24 4c 89 fe e8 04 29 03 00 48 8b 4c 24  | L.d$.L.|$.I.....H.<$L....)..H.L$ | 
| 231e0 |  10 48 89 ea 4c 89 f7 48 0f af c3 4c 8d 2c 01 4c    89 ee e8 d9 22 fe ff 4c 89 e6 48 89 ea 4c 89 ef  | .H..L..H...L.,.L...."..L..H..L.. | 
| 23200 |  e8 cb 22 fe ff 4c 89 e7 48 89 ea 4c 89 f6 e8 bd    22 fe ff 49 29 dc 49 83 ef 01 75 b4 4c 8b 6c 24  | .."..L..H..L...."..I).I...u.L.l$ | 
| 23220 |  18 4c 8b 7c 24 20 48 8b 44 24 08 8b 00 89 04 24    83 c0 01 74 07 48 8b 5c 24 08 89 03 48 8b 5c 24  | .L.|$.H.D$.....$...t.H.\$...H.\$ | 
| 23240 |  08 48 8b 03 48 89 5c 24 50 85 c0 78 0d 48 83 e8    01 48 89 03 0f 84 dd 19 00 00 48 c7 44 24 50 00  | .H..H.\$P..x.H...H........H.D$P. | 
| 23260 |  00 00 00 48 8b 7c 24 58 e8 f3 04 ff ff 48 8b 7c    24 60 48 c7 44 24 58 00 00 00 00 e8 e0 04 ff ff  | ...H.|$X.....H.|$`H.D$X......... | 
| 23280 |  48 8b 7c 24 68 48 c7 44 24 60 00 00 00 00 e8 cd    04 ff ff 48 8b 35 26 9c 08 00 31 d2 4c 89 ef 48  | H.|$hH.D$`.........H.5&...1.L..H | 
| 232a0 |  c7 44 24 68 00 00 00 00 e8 33 03 ff ff 48 89 44    24 68 49 8b 55 00 85 d2 78 13 48 83 ea 01 49 89  | .D$h.....3...H.D$hI.U...x.H...I. | 
| 232c0 |  55 00 0f 84 22 1a 00 00 48 8b 44 24 68 48 85 c0    0f 84 66 1f 00 00 48 8b 10 85 d2 78 0d 48 83 ea  | U..."...H.D$hH....f...H....x.H.. | 
| 232e0 |  01 48 89 10 0f 84 6e 1c 00 00 48 c7 44 24 68 00    00 00 00 48 8b 44 24 08 8b 00 89 04 24 83 c0 01  | .H....n...H.D$h....H.D$.....$... | 
| 23300 |  0f 84 8e 17 00 00 48 8b 5c 24 08 89 03 49 89 dc    e9 92 0c 00 00 0f 1f 00 48 83 ec 08 48 8b 05 15  | ......H.\$...I..........H...H... | 
| 23320 |  7c 08 00 48 8d 15 5a 82 03 00 48 8d 35 cf 62 03    00 53 4c 8d 0d f5 80 03 00 41 b8 01 00 00 00 48  | |..H..Z...H.5.b..SL......A.....H | 
| 23340 |  8d 0d 91 81 03 00 48 8b 38 31 c0 e8 40 24 fe ff    58 be ef 65 00 00 5a 48 8d 0d eb 80 03 00 ba bf  | ......H.81..@$..X..e..ZH........ | 
| 23360 |  11 00 00 48 8d 3d b6 68 03 00 45 31 e4 e8 3e 27    ff ff 48 81 c4 88 00 00 00 4c 89 e0 5b 5d 41 5c  | ...H.=.h..E1..>'..H......L..[]A\ | 
| 23380 |  41 5d 41 5e 41 5f c3 66 0f 1f 84 00 00 00 00 00    48 83 fa 01 75 82 48 8b 2e 48 89 6c 24 30 e9 6a  | A]A^A_.f........H...u.H..H.l$0.j | 
| 233a0 |  f6 ff ff 0f 1f 44 00 00 4c 8b 79 10 48 8b 2d 25    9a 08 00 31 c0 4d 85 ff 7f 13 e9 55 0e 00 00 90  | .....D..L.y.H.-%...1.M.....U.... | 
| 233c0 |  48 83 c0 01 4c 39 f8 0f 84 83 0c 00 00 49 3b 6c    c5 18 75 ec 49 8b 2c c6 48 89 6c 24 30 48 85 ed  | H...L9.......I;l..u.I.,.H.l$0H.. | 
| 233e0 |  0f 84 37 0e 00 00 49 8d 4f ff e9 15 f6 ff ff 90    44 0f b6 f0 e9 7c f7 ff ff 0f 1f 80 00 00 00 00  | ..7...I.O.......D....|.......... | 
| 23400 |  48 89 f8 0f 1f 44 00 00 48 8b 80 00 01 00 00 48    39 c2 0f 84 94 f6 ff ff 48 85 c0 75 eb 48 3b 15  | H....D..H......H9.......H..u.H;. | 
| 23420 |  7c 7b 08 00 0f 84 82 f6 ff ff 66 0f 1f 44 00 00    48 8b 8f 58 01 00 00 48 85 c9 0f 84 78 07 00 00  | |{........f..D..H..X...H....x... | 
| 23440 |  48 8b 71 10 48 85 f6 0f 8e 93 07 00 00 31 c0 eb    14 0f 1f 80 00 00 00 00 48 83 c0 01 48 39 c6 0f  | H.q.H........1..........H...H9.. | 
| 23460 |  84 7b 07 00 00 48 39 54 c1 18 75 ec 48 8b 35 6d    97 08 00 48 89 ef e8 15 02 ff ff 48 89 44 24 48  | .{...H9T..u.H.5m...H.......H.D$H | 
| 23480 |  49 89 c7 48 85 c0 0f 84 af 1a 00 00 48 8b 35 9d    99 08 00 48 39 f0 0f 84 b7 16 00 00 48 8b 40 08  | I..H........H.5....H9.......H.@. | 
| 234a0 |  48 3b 05 01 7b 08 00 0f 85 8e 1b 00 00 41 8b 5f    10 83 e3 01 49 8b 07 85 c0 78 0d 48 83 e8 01 49  | H;..{........A._....I....x.H...I | 
| 234c0 |  89 07 0f 84 38 17 00 00 48 c7 44 24 48 00 00 00    00 85 db 0f 85 6f 12 00 00 48 8b 35 68 93 08 00  | ....8...H.D$H........o...H.5h... | 
| 234e0 |  48 89 ef e8 a8 01 ff ff 48 89 44 24 48 49 89 c7    48 85 c0 0f 84 c2 1c 00 00 48 8b 35 38 99 08 00  | H.......H.D$HI..H........H.58... | 
| 23500 |  ba 01 00 00 00 48 89 c7 e8 e3 08 ff ff 89 c3 85    c0 0f 88 38 1d 00 00 48 8b 7c 24 48 48 8b 07 85  | .....H.............8...H.|$HH... | 
| 23520 |  c0 78 0d 48 83 e8 01 48 89 07 0f 84 ad 19 00 00    48 c7 44 24 48 00 00 00 00 85 db 0f 84 30 02 00  | .x.H...H........H.D$H........0.. | 
| 23540 |  00 48 8b 35 70 8f 08 00 48 89 ef e8 40 01 ff ff    48 89 44 24 48 49 89 c7 48 85 c0 0f 84 cd 21 00  | .H.5p...H...@...H.D$HI..H.....!. | 
| 23560 |  00 48 8b 35 b0 97 08 00 48 89 c7 e8 20 01 ff ff    48 89 44 24 40 48 85 c0 0f 84 ff 21 00 00 48 8b  | .H.5....H.......H.D$@H.....!..H. | 
| 23580 |  7c 24 48 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89    07 0f 84 ce 1c 00 00 48 c7 44 24 48 00 00 00 00  | |$HH....x.H...H........H.D$H.... | 
| 235a0 |  48 8b 3d 39 93 08 00 e8 94 f3 ff ff 48 89 44 24    48 49 89 c7 48 85 c0 0f 84 98 21 00 00 48 8b 35  | H.=9........H.D$HI..H.....!..H.5 | 
| 235c0 |  64 93 08 00 48 89 c7 e8 c4 00 ff ff 48 89 44 24    50 49 89 c7 48 85 c0 0f 84 45 22 00 00 48 8b 7c  | d...H.......H.D$PI..H....E"..H.| | 
| 235e0 |  24 48 48 8b 07 85 c0 78 12 48 83 e8 01 48 89 07    0f 84 27 1d 00 00 4c 8b 7c 24 50 48 8b 5c 24 40  | $HH....x.H...H....'...L.|$PH.\$@ | 
| 23600 |  4c 89 ff 48 c7 44 24 48 00 00 00 00 48 8b 03 85    c0 78 12 48 83 e8 01 48 89 03 0f 84 07 1d 00 00  | L..H.D$H....H....x.H...H........ | 
| 23620 |  48 8b 7c 24 50 48 c7 44 24 40 00 00 00 00 48 8b    07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 f2 1c  | H.|$PH.D$@....H....x.H...H...... | 
| 23640 |  00 00 48 c7 44 24 50 00 00 00 00 4c 39 fb 0f 85    1d 01 00 00 48 8b 3d 55 97 08 00 e8 e0 f2 ff ff  | ..H.D$P....L9.......H.=U........ | 
| 23660 |  48 89 44 24 50 49 89 c7 48 85 c0 0f 84 7b 21 00    00 48 8b 35 28 97 08 00 48 89 c7 e8 10 00 ff ff  | H.D$PI..H....{!..H.5(...H....... | 
| 23680 |  48 89 44 24 40 48 85 c0 0f 84 49 21 00 00 48 8b    7c 24 50 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89  | H.D$@H....I!..H.|$PH....x.H...H. | 
| 236a0 |  07 0f 84 97 1c 00 00 48 c7 44 24 50 00 00 00 00    e8 8b 1f fe ff 48 89 44 24 50 49 89 c7 48 85 c0  | .......H.D$P.........H.D$PI..H.. | 
| 236c0 |  0f 84 39 21 00 00 48 8b 15 6b 97 08 00 48 8b 35    2c 95 08 00 48 89 c7 e8 24 20 fe ff 85 c0 0f 88  | ..9!..H..k...H.5,...H...$....... | 
| 236e0 |  bc 1c 00 00 48 8b 54 24 50 48 8b 35 c8 98 08 00    48 8b 7c 24 40 e8 e6 fe fe ff 48 89 44 24 48 49  | ....H.T$PH.5....H.|$@.....H.D$HI | 
| 23700 |  89 c7 48 85 c0 0f 84 dc 21 00 00 48 8b 7c 24 40    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | ..H.....!..H.|$@H....x.H...H.... | 
| 23720 |  da 1f 00 00 48 c7 44 24 40 00 00 00 00 48 8b 7c    24 50 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07  | ....H.D$@....H.|$PH....x.H...H.. | 
| 23740 |  0f 84 fb 1f 00 00 48 c7 44 24 50 00 00 00 00 48    8b 7c 24 48 48 8b 07 85 c0 78 0d 48 83 e8 01 48  | ......H.D$P....H.|$HH....x.H...H | 
| 23760 |  89 07 0f 84 e3 1f 00 00 48 c7 44 24 48 00 00 00    00 48 8b 3d 68 91 08 00 e8 c3 f1 ff ff 48 89 44  | ........H.D$H....H.=h........H.D | 
| 23780 |  24 50 49 89 c7 48 85 c0 0f 84 f5 1b 00 00 48 8b    35 33 8d 08 00 48 89 c7 e8 f3 fe fe ff 48 89 44  | $PI..H........H.53...H.......H.D | 
| 237a0 |  24 40 48 85 c0 0f 84 25 1f 00 00 48 8b 7c 24 50    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | $@H....%...H.|$PH....x.H...H.... | 
| 237c0 |  0a 1a 00 00 48 8b 35 f5 97 08 00 48 89 ef 48 c7    44 24 50 00 00 00 00 e8 74 88 ff ff 48 89 44 24  | ....H.5....H..H.D$P.....t...H.D$ | 
| 237e0 |  50 49 89 c7 48 85 c0 0f 84 bd 1e 00 00 48 8b 7c    24 40 4c 8b 35 ff 76 08 00 ba 08 00 00 00 31 c0  | PI..H........H.|$@L.5.v.......1. | 
| 23800 |  48 c7 44 24 38 00 00 00 00 41 b9 01 00 00 00 4c    39 77 08 0f 84 45 20 00 00 66 49 0f 6e cf 66 48  | H.D$8....A.....L9w...E...fI.n.fH | 
| 23820 |  0f 6e c0 48 8d 5c 24 70 66 0f 6c c1 48 8d 34 13    4c 89 ca 0f 29 44 24 70 e8 33 1f ff ff 48 8b 7c  | .n.H.\$pf.l.H.4.L...)D$p.3...H.| | 
| 23840 |  24 38 48 89 44 24 48 e8 14 ff fe ff 48 8b 7c 24    50 48 c7 44 24 38 00 00 00 00 48 8b 07 85 c0 78  | $8H.D$H.....H.|$PH.D$8....H....x | 
| 23860 |  0d 48 83 e8 01 48 89 07 0f 84 c4 19 00 00 48 c7    44 24 50 00 00 00 00 4c 8b 7c 24 48 4d 85 ff 0f  | .H...H........H.D$P....L.|$HM... | 
| 23880 |  84 4f 20 00 00 48 8b 7c 24 40 48 8b 07 85 c0 78    12 48 83 e8 01 48 89 07 0f 84 fe 19 00 00 4c 8b  | .O...H.|$@H....x.H...H........L. | 
| 238a0 |  7c 24 48 49 8b bc 24 e8 00 00 00 48 8b 35 3e 8c    08 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 48  | |$HI..$....H.5>...H.D$@....H.D$H | 
| 238c0 |  00 00 00 00 e8 27 06 ff ff 49 89 c5 48 85 c0 0f    84 ef 1f 00 00 49 8b bc 24 e8 00 00 00 48 8b 35  | .....'...I..H........I..$....H.5 | 
| 238e0 |  f4 8b 08 00 e8 07 06 ff ff 48 89 44 24 40 48 89    c7 48 85 c0 0f 84 3b 1f 00 00 48 c7 44 24 50 00  | .........H.D$@H..H....;...H.D$P. | 
| 23900 |  00 00 00 4c 39 70 08 0f 85 0d 20 00 00 48 8b 40    18 48 89 44 24 50 48 85 c0 0f 84 db 1f 00 00 8b  | ...L9p.......H.@.H.D$PH......... | 
| 23920 |  10 48 8b 7f 10 83 c2 01 74 02 89 10 8b 07 83 c0    01 74 02 89 07 4c 8b 54 24 40 48 89 7c 24 40 49  | .H......t........t...L.T$@H.|$@I | 
| 23940 |  8b 02 85 c0 0f 88 0d 1d 00 00 48 83 e8 01 49 89    02 0f 84 f3 1c 00 00 48 8b 44 24 50 48 8b 7c 24  | ..........H...I........H.D$PH.|$ | 
| 23960 |  40 48 89 de ba 01 00 00 00 48 89 44 24 70 48 c7    44 24 78 00 00 00 00 e8 f4 1d ff ff 48 8b 7c 24  | @H.......H.D$pH.D$x.........H.|$ | 
| 23980 |  50 48 89 44 24 48 e8 d5 fd fe ff 48 8b 7c 24 48    48 c7 44 24 50 00 00 00 00 48 85 ff 0f 84 64 1f  | PH.D$H.....H.|$HH.D$P....H....d. | 
| 239a0 |  00 00 4c 8b 54 24 40 49 8b 02 85 c0 78 12 48 83    e8 01 49 89 02 0f 84 bb 19 00 00 48 8b 7c 24 48  | ..L.T$@I....x.H...I........H.|$H | 
| 239c0 |  48 c7 44 24 40 00 00 00 00 48 8b 07 85 c0 78 0d    48 83 e8 01 48 89 07 0f 84 8c 1c 00 00 48 c7 44  | H.D$@....H....x.H...H........H.D | 
| 239e0 |  24 48 00 00 00 00 e8 e5 16 fe ff 48 8d 4c 24 58    48 8d 54 24 60 48 8b 78 68 48 8d 74 24 68 48 89  | $H.........H.L$XH.T$`H.xhH.t$hH. | 
| 23a00 |  44 24 08 e8 28 07 ff ff 48 8b 1c 24 48 83 eb 01    48 85 db 0f 8e e9 00 00 00 49 83 c4 20 48 89 de  | D$..(...H..$H...H........I...H.. | 
| 23a20 |  4c 89 e7 e8 b8 20 03 00 49 89 c6 48 39 d8 0f 84    c4 00 00 00 31 d2 31 c9 48 89 c6 48 89 ef e8 3d  | L.......I..H9.......1.1.H..H...= | 
| 23a40 |  05 ff ff 48 89 44 24 48 48 89 c2 48 85 c0 0f 84    95 19 00 00 48 8b 35 0d 75 08 00 4c 89 ff e8 ed  | ...H.D$HH..H........H.5.u..L.... | 
| 23a60 |  15 fe ff 85 c0 0f 88 cf 1b 00 00 48 8b 7c 24 48    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | ...........H.|$HH....x.H...H.... | 
| 23a80 |  ef 16 00 00 31 d2 31 c9 48 89 de 48 89 ef 48 c7    44 24 48 00 00 00 00 e8 e4 04 ff ff 48 89 44 24  | ....1.1.H..H..H.D$H.........H.D$ | 
| 23aa0 |  48 48 89 c2 48 85 c0 0f 84 d6 1b 00 00 4c 89 f6    48 89 ef e8 e8 01 ff ff 85 c0 0f 88 b3 1b 00 00  | HH..H........L..H............... | 
| 23ac0 |  48 8b 7c 24 48 48 8b 07 85 c0 78 0d 48 83 e8 01    48 89 07 0f 84 4f 17 00 00 4c 89 fa 48 89 de 48  | H.|$HH....x.H...H....O...L..H..H | 
| 23ae0 |  89 ef 48 c7 44 24 48 00 00 00 00 e8 b0 01 ff ff    85 c0 0f 88 1a 1d 00 00 48 83 eb 01 0f 85 1b ff  | ..H.D$H.................H....... | 
| 23b00 |  ff ff 48 8b 7c 24 68 e8 54 fc fe ff 48 8b 7c 24    60 48 c7 44 24 68 00 00 00 00 e8 41 fc fe ff 48  | ..H.|$h.T...H.|$`H.D$h.....A...H | 
| 23b20 |  8b 7c 24 58 48 c7 44 24 60 00 00 00 00 e8 2e fc    fe ff 48 8b 35 87 93 08 00 31 d2 4c 89 ef 48 c7  | .|$XH.D$`.........H.5....1.L..H. | 
| 23b40 |  44 24 58 00 00 00 00 e8 94 fa fe ff 48 89 44 24    58 49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45  | D$X.........H.D$XI.E...x.H...I.E | 
| 23b60 |  00 0f 84 a6 1e 00 00 4c 8b 6c 24 58 4d 85 ed 0f    84 a5 1e 00 00 49 8b 45 00 85 c0 78 0e 48 83 e8  | .......L.l$XM........I.E...x.H.. | 
| 23b80 |  01 49 89 45 00 0f 84 9f 1e 00 00 48 c7 44 24 58    00 00 00 00 4c 8b 25 dd 73 08 00 41 8b 04 24 4c  | .I.E.......H.D$X....L.%.s..A..$L | 
| 23ba0 |  89 64 24 08 89 04 24 83 c0 01 0f 85 56 f7 ff ff    e9 f2 03 00 00 0f 1f 00 48 8b bf 00 01 00 00 48  | .d$...$.....V...........H......H | 
| 23bc0 |  39 d7 0f 84 a4 f8 ff ff 48 85 ff 75 eb 48 3b 15    cc 73 08 00 0f 84 92 f8 ff ff 66 0f 1f 44 00 00  | 9.......H..u.H;..s........f..D.. | 
| 23be0 |  48 8b 3d 21 86 08 00 e8 54 ed ff ff 48 89 44 24    50 49 89 c7 48 85 c0 0f 84 2b 13 00 00 48 89 c6  | H.=!....T...H.D$PI..H....+...H.. | 
| 23c00 |  48 89 ef e8 88 16 fe ff 89 c3 83 f8 ff 0f 84 7d    13 00 00 48 8b 7c 24 50 48 8b 07 85 c0 78 0e 48  | H..............}...H.|$PH....x.H | 
| 23c20 |  83 e8 01 48 89 07 75 05 e8 a3 15 fe ff 48 c7 44    24 50 00 00 00 00 85 db 0f 85 47 08 00 00 48 8b  | ...H..u......H.D$P........G...H. | 
| 23c40 |  3d 6b 91 08 00 e8 f6 ec ff ff 48 89 44 24 50 49    89 c7 48 85 c0 0f 84 2e 16 00 00 48 8b 35 3e 91  | =k........H.D$PI..H........H.5>. | 
| 23c60 |  08 00 48 89 c7 e8 26 fa fe ff 48 89 44 24 40 48    85 c0 0f 84 7d 16 00 00 48 8b 7c 24 50 48 8b 07  | ..H...&...H.D$@H....}...H.|$PH.. | 
| 23c80 |  85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 48 13 00    00 48 c7 44 24 50 00 00 00 00 bf 03 00 00 00 e8  | ..x.H...H....H...H.D$P.......... | 
| 23ca0 |  0c 18 fe ff 48 89 44 24 50 49 89 c7 48 85 c0 0f    84 55 16 00 00 48 8b 15 2c 91 08 00 8b 02 83 c0  | ....H.D$PI..H....U...H..,....... | 
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| 23ce0 |  e8 ab f9 fe ff 48 89 44 24 48 49 89 c7 48 85 c0    0f 84 6d 16 00 00 48 8b 40 08 48 3b 05 cf 72 08  | .....H.D$HI..H....m...H.@.H;..r. | 
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| 23d20 |  4d 85 ff 0f 84 ab 16 00 00 48 8b 7c 24 48 48 8b    07 85 c0 78 12 48 83 e8 01 48 89 07 0f 84 45 14  | M........H.|$HH....x.H...H....E. | 
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| 23d60 |  02 ba ff 00 00 00 83 e0 07 83 f8 01 74 10 83 f8    02 ba ff ff 10 00 b8 ff ff 00 00 0f 44 d0 4c 8b  | ............t...............D.L. | 
| 23d80 |  6c 24 50 49 8b 7f 10 48 c7 44 24 38 00 00 00 00    4d 89 7d 20 48 8b 0d 95 8b 08 00 8b 01 83 c0 01  | l$PI...H.D$8....M.}.H........... | 
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| 23dc0 |  08 e8 da 1a fe ff 8b 54 24 08 48 85 c0 49 89 c6    0f 84 f9 0d 00 00 48 b8 ff ff ff ff ff ff ff 7f  | .......T$.H..I........H......... | 
| 23de0 |  c7 44 24 08 01 00 00 00 48 89 c6 81 fa ff 00 00    00 76 3e 48 b8 ff ff ff ff ff ff ff 1f 81 fa ff  | .D$.....H........v>H............ | 
| 23e00 |  ff 00 00 49 bf ff ff ff ff ff ff ff 3f 4c 0f 47    f8 81 fa 00 00 01 00 19 db 83 c3 02 81 fa 00 00  | ...I........?L.G................ | 
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| 23e40 |  46 38 48 89 44 24 10 45 31 d2 48 89 6c 24 20 45    31 ff 48 89 f5 4c 89 64 24 28 4d 89 d4 89 5c 24  | F8H.D$.E1.H.l$.E1.H..L.d$(M...\$ | 
| 23e60 |  18 eb 34 0f 1f 44 00 00 48 8b 72 38 3b 44 24 08    0f 84 0a 0a 00 00 49 89 d8 31 c9 4c 89 e6 4c 89  | ..4..D..H.r8;D$.......I..1.L..L. | 
| 23e80 |  f7 e8 fa 15 fe ff 49 01 dc 49 83 c7 01 49 83 ff    03 0f 84 99 04 00 00 4b 8b 54 fd 18 48 8b 5a 10  | ......I..I...I.........K.T..H.Z. | 
| 23ea0 |  48 85 db 74 e4 48 89 e8 48 29 d8 49 39 c4 0f 8f    ed 0c 00 00 0f b6 4a 20 89 c8 c0 e8 02 83 e0 07  | H..t.H..H).I9.........J......... | 
| 23ec0 |  f6 c1 20 74 a3 48 8d 72 28 48 8d 7a 38 83 e1 40    48 0f 44 f7 eb 96 66 2e 0f 1f 84 00 00 00 00 00  | ...t.H.r(H.z8..@H.D...f......... | 
| 23ee0 |  bd 32 66 00 00 41 bc ed 11 00 00 45 31 ed 45 31    ff 48 8b 7c 24 38 48 85 ff 0f 84 e9 00 00 00 48  | .2f..A.....E1.E1.H.|$8H........H | 
| 23f00 |  8b 07 85 c0 0f 88 de 00 00 00 48 83 e8 01 48 89    07 4c 8b 54 24 40 0f 84 ec 00 00 00 4d 85 d2 74  | ..........H...H..L.T$@......M..t | 
| 23f20 |  14 49 8b 02 85 c0 78 0d 48 83 e8 01 49 89 02 0f    84 c3 00 00 00 48 8b 7c 24 48 48 85 ff 74 14 48  | .I....x.H...I........H.|$HH..t.H | 
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| 23f60 |  48 83 e8 01 49 89 45 00 0f 84 c2 00 00 00 48 8b    7c 24 50 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48  | H...I.E.......H.|$PH..t.H....x.H | 
| 23f80 |  83 e8 01 48 89 07 0f 84 b4 00 00 00 44 89 e2 48    8d 0d b3 74 03 00 89 ee 45 31 e4 48 8d 3d 7e 5c  | ...H........D..H...t....E1.H.=~\ | 
| 23fa0 |  03 00 e8 09 1b ff ff 4d 85 ff 0f 84 c2 f3 ff ff    49 8b 07 85 c0 0f 88 b7 f3 ff ff 48 83 e8 01 49  | .......M........I..........H...I | 
| 23fc0 |  89 07 0f 85 aa f3 ff ff 4c 89 ff e8 00 12 fe ff    e9 9d f3 ff ff 45 31 ff 41 bc 2e 12 00 00 bd 86  | ........L............E1.A....... | 
| 23fe0 |  69 00 00 0f 1f 44 00 00 4c 8b 54 24 40 e9 2a ff    ff ff 66 0f 1f 44 00 00 4c 89 d7 e8 d0 11 fe ff  | i....D..L.T$@.*...f..D..L....... | 
| 24000 |  e9 30 ff ff ff 0f 1f 00 e8 c3 11 fe ff 4c 8b 54    24 40 e9 05 ff ff ff 66 0f 1f 84 00 00 00 00 00  | .0...........L.T$@.....f........ | 
| 24020 |  e8 ab 11 fe ff e9 29 ff ff ff 66 0f 1f 44 00 00    4c 89 ef e8 98 11 fe ff e9 31 ff ff ff 0f 1f 00  | ......)...f..D..L........1...... | 
| 24040 |  e8 8b 11 fe ff e9 42 ff ff ff 66 0f 1f 44 00 00    48 8d 45 28 45 31 c0 4c 89 24 24 49 89 ec 48 89  | ......B...f..D..H.E(E1.L.$$I..H. | 
| 24060 |  44 24 10 4c 89 e8 4c 89 c5 4d 89 fd 49 89 c7 90    49 8b 74 ef 18 49 39 f4 0f 84 ba 01 00 00 48 8b  | D$.L..L..M..I...I.t..I9.......H. | 
| 24080 |  05 4b 6f 08 00 49 39 44 24 08 0f 94 c2 48 39 46    08 0f 94 c0 84 d2 0f 84 dc 00 00 00 84 c0 0f 84  | .Ko..I9D$....H9F................ | 
| 240a0 |  d4 00 00 00 49 8b 54 24 10 48 3b 56 10 0f 85 ad    00 00 00 48 8b 46 18 49 8b 7c 24 18 48 39 c7 41  | ....I.T$.H;V.......H.F.I.|$.H9.A | 
| 240c0 |  0f 95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74 0a 48    83 ff ff 0f 85 87 00 00 00 45 0f b6 4c 24 20 44  | ...H......A..t.H.........E..L$.D | 
| 240e0 |  0f b6 46 20 44 89 c8 44 89 c7 c0 e8 02 40 c0 ef    02 83 e0 07 83 e7 07 40 38 f8 75 64 41 f6 c1 20  | ..F.D..D.....@.........@8.udA... | 
| 24100 |  0f 85 25 0a 00 00 49 8b 7c 24 38 41 f6 c0 20 0f    85 fe 09 00 00 4c 8b 46 38 0f b6 f0 83 fe 01 0f  | ..%...I.|$8A.........L.F8....... | 
| 24120 |  84 d2 0b 00 00 83 fe 02 0f 84 f7 0e 00 00 8b 37    45 8b 08 41 39 f1 75 28 48 83 fa 01 0f 84 f6 00  | ...............7E..A9.u(H....... | 
| 24140 |  00 00 0f b6 c0 4c 89 c6 48 0f af d0 e8 bf 12 fe    ff 85 c0 0f 94 c0 0f b6 c0 0f 84 a1 00 00 00 90  | .....L..H....................... | 
| 24160 |  48 83 c5 01 4c 39 ed 0f 85 03 ff ff ff e9 a2 00    00 00 66 0f 1f 44 00 00 4c 8b 05 f9 6d 08 00 4d  | H...L9............f..D..L...m..M | 
| 24180 |  39 c4 75 04 84 c0 75 d8 4c 39 c6 75 04 84 d2 75    cf 4c 89 e7 ba 02 00 00 00 4c 89 44 24 08 e8 7d  | 9.u...u.L9.u...u.L.......L.D$..} | 
| 241a0 |  10 fe ff 4c 8b 44 24 08 48 85 c0 48 89 c7 74 64    48 3b 05 c9 6d 08 00 0f 94 c0 48 3b 3d 87 6d 08  | ...L.D$.H..H..tdH;..m.....H;=.m. | 
| 241c0 |  00 0f 94 c2 08 c2 0f 85 a5 05 00 00 4c 39 c7 0f    84 9c 05 00 00 48 89 7c 24 08 e8 01 14 fe ff 48  | ............L9.......H.|$......H | 
| 241e0 |  8b 7c 24 08 48 8b 17 85 d2 78 0d 48 83 ea 01 48    89 17 0f 84 8a 08 00 00 85 c0 0f 84 60 ff ff ff  | .|$.H....x.H...H............`... | 
| 24200 |  4c 89 f9 4c 8b 24 24 4d 89 ef 49 89 e8 49 89 cd    85 c0 79 34 48 c7 44 24 30 00 00 00 00 e8 fe 12  | L..L.$$M..I..I....y4H.D$0....... | 
| 24220 |  fe ff 48 85 c0 0f 84 ed f0 ff ff be df 65 00 00    e9 22 f1 ff ff 0f 1f 00 4c 89 f8 4c 8b 24 24 4d  | ..H..........e..."......L..L.$$M | 
| 24240 |  89 ef 49 89 e8 49 89 c5 4b 8b 2c c6 e9 87 f1 ff    ff 0f 1f 80 00 00 00 00 e8 73 0f fe ff e9 be e8  | ..I..I..K.,..............s...... | 
| 24260 |  ff ff 66 0f 1f 44 00 00 4c 89 c7 e8 60 0f fe ff    e9 14 e9 ff ff 0f 1f 00 48 8b 3d c9 8d 08 00 48  | ..f..D..L...`...........H.=....H | 
| 24280 |  8b 35 2a 8d 08 00 31 d2 e8 53 f3 fe ff 48 89 44    24 40 48 89 c7 48 85 c0 0f 84 2a 0e 00 00 e8 2d  | .5*...1..S...H.D$@H..H....*....- | 
| 242a0 |  06 ff ff 48 8b 7c 24 40 48 8b 07 85 c0 78 0e 48    83 e8 01 48 89 07 75 05 e8 13 0f fe ff 48 8b 7c  | ...H.|$@H....x.H...H..u......H.| | 
| 242c0 |  24 38 bd 59 66 00 00 48 c7 44 24 40 00 00 00 00    41 bc f2 11 00 00 45 31 ff 45 31 ed 48 85 ff 0f  | $8.Yf..H.D$@....A.....E1.E1.H... | 
| 242e0 |  85 1a fc ff ff e9 4b fc ff ff 66 0f 1f 44 00 00    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | ......K...f..D..H....x.H...H.... | 
| 24300 |  e9 08 00 00 48 c7 44 24 40 00 00 00 00 48 8b 15    8c 7c 08 00 48 8b 7d 08 48 39 d7 0f 84 4b f1 ff  | ....H.D$@....H...|..H.}.H9...K.. | 
| 24320 |  ff e9 0a f1 ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 8b 7c 24 50 48 8b 6c 24 20 4c 89 74 24 38 4c  | ......f.........H.|$PH.l$.L.t$8L | 
| 24340 |  8b 64 24 28 48 8b 07 85 c0 78 0d 48 83 e8 01 48    89 07 0f 84 46 0e 00 00 48 c7 44 24 50 00 00 00  | .d$(H....x.H...H....F...H.D$P... | 
| 24360 |  00 bf 02 00 00 00 e8 45 11 fe ff 48 89 44 24 50    49 89 c7 48 85 c0 0f 84 41 13 00 00 48 8b 44 24  | .......E...H.D$PI..H....A...H.D$ | 
| 24380 |  38 48 8b 15 98 8c 08 00 49 89 47 18 8b 02 83 c0    01 74 07 89 02 4c 8b 7c 24 50 49 89 57 20 48 c7  | 8H......I.G......t...L.|$PI.W.H. | 
| 243a0 |  44 24 38 00 00 00 00 e8 94 12 fe ff 48 89 44 24    38 48 89 c7 48 85 c0 0f 84 ab 13 00 00 48 8b 15  | D$8.........H.D$8H..H........H.. | 
| 243c0 |  74 8a 08 00 48 8b 35 35 88 08 00 e8 30 13 fe ff    85 c0 0f 88 07 0f 00 00 48 8b 54 24 38 48 8b 74  | t...H.55....0...........H.T$8H.t | 
| 243e0 |  24 50 48 8b 7c 24 40 e8 f4 f1 fe ff 48 89 44 24    48 49 89 c7 48 85 c0 0f 84 35 15 00 00 48 8b 7c  | $PH.|$@.....H.D$HI..H....5...H.| | 
| 24400 |  24 40 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07    0f 84 10 12 00 00 48 c7 44 24 40 00 00 00 00 48  | $@H....x.H...H........H.D$@....H | 
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| 24440 |  00 48 8b 7c 24 38 48 8b 07 85 c0 78 0d 48 83 e8    01 48 89 07 0f 84 70 0f 00 00 48 c7 44 24 38 00  | .H.|$8H....x.H...H....p...H.D$8. | 
| 24460 |  00 00 00 48 8b 7c 24 48 48 8b 07 85 c0 78 0d 48    83 e8 01 48 89 07 0f 84 b4 11 00 00 48 c7 44 24  | ...H.|$HH....x.H...H........H.D$ | 
| 24480 |  48 00 00 00 00 49 8b bc 24 e8 00 00 00 48 8b 35    5c 80 08 00 e8 57 fa fe ff 49 89 c7 48 85 c0 0f  | H....I..$....H.5\....W...I..H... | 
| 244a0 |  84 03 0d 00 00 49 8b bc 24 e8 00 00 00 48 8b 35    24 80 08 00 e8 37 fa fe ff 48 89 44 24 38 49 89  | .....I..$....H.5$....7...H.D$8I. | 
| 244c0 |  c5 48 85 c0 0f 84 0e 0d 00 00 48 c7 44 24 50 00    00 00 00 48 8b 05 1e 6a 08 00 49 39 45 08 0f 85  | .H........H.D$P....H...j..I9E... | 
| 244e0 |  8b 0d 00 00 49 8b 45 18 48 89 44 24 50 48 85 c0    0f 84 87 0d 00 00 8b 10 4d 8b 6d 10 83 c2 01 74  | ....I.E.H.D$PH..........M.m....t | 
| 24500 |  02 89 10 41 8b 45 00 83 c0 01 74 04 41 89 45 00    48 8b 7c 24 38 4c 89 6c 24 38 48 8b 07 85 c0 0f  | ...A.E....t.A.E.H.|$8L.l$8H..... | 
| 24520 |  88 4a 0a 00 00 48 83 e8 01 48 89 07 0f 84 df 0a    00 00 48 8b 44 24 50 4c 8b 6c 24 38 48 8d 74 24  | .J...H...H........H.D$PL.l$8H.t$ | 
| 24540 |  70 ba 01 00 00 00 4c 89 ef 48 89 44 24 70 48 c7    44 24 78 00 00 00 00 e8 14 12 ff ff 48 8b 7c 24  | p.....L..H.D$pH.D$x.........H.|$ | 
| 24560 |  50 48 89 44 24 48 e8 f5 f1 fe ff 4c 8b 6c 24 48    48 c7 44 24 50 00 00 00 00 4d 85 ed 0f 84 24 0d  | PH.D$H.....L.l$HH.D$P....M....$. | 
| 24580 |  00 00 48 8b 7c 24 38 48 8b 07 85 c0 78 12 48 83    e8 01 48 89 07 0f 84 ca 09 00 00 4c 8b 6c 24 48  | ..H.|$8H....x.H...H........L.l$H | 
| 245a0 |  48 c7 44 24 38 00 00 00 00 49 8b 45 00 85 c0 78    0e 48 83 e8 01 49 89 45 00 0f 84 c4 09 00 00 48  | H.D$8....I.E...x.H...I.E.......H | 
| 245c0 |  c7 44 24 48 00 00 00 00 49 83 c4 20 e8 ff 0a fe    ff 48 8d 4c 24 68 48 8d 54 24 60 48 8b 78 68 48  | .D$H....I........H.L$hH.T$`H.xhH | 
| 245e0 |  8d 74 24 58 48 89 c3 e8 44 fb fe ff 4c 8b 2c 24    49 83 ed 01 4d 85 ed 0f 8e c6 00 00 00 4c 89 ee  | .t$XH...D...L.,$I...M........L.. | 
| 24600 |  4c 89 e7 e8 d8 14 03 00 31 c9 31 d2 48 89 ef 48    89 c6 49 89 c6 e8 66 f9 fe ff 48 89 44 24 48 48  | L.......1.1.H..H..I...f...H.D$HH | 
| 24620 |  85 c0 0f 84 db 06 00 00 31 c9 31 d2 4c 89 ee 48    89 ef e8 49 f9 fe ff 48 89 44 24 38 48 85 c0 0f  | ........1.1.L..H...I...H.D$8H... | 
| 24640 |  84 09 09 00 00 48 8b 54 24 48 4c 89 ee 48 89 ef    e8 4b f6 fe ff 85 c0 0f 88 72 09 00 00 48 8b 7c  | .....H.T$HL..H...K.......r...H.| | 
| 24660 |  24 48 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07    0f 84 5d 04 00 00 48 8b 54 24 38 4c 89 f6 48 89  | $HH....x.H...H....]...H.T$8L..H. | 
| 24680 |  ef 48 c7 44 24 48 00 00 00 00 e8 11 f6 fe ff 85    c0 0f 88 9a 09 00 00 48 8b 7c 24 38 48 8b 07 85  | .H.D$H.................H.|$8H... | 
| 246a0 |  c0 78 0d 48 83 e8 01 48 89 07 0f 84 8f 04 00 00    48 c7 44 24 38 00 00 00 00 49 83 ed 01 0f 85 3a  | .x.H...H........H.D$8....I.....: | 
| 246c0 |  ff ff ff 48 8b 7c 24 58 e8 93 f0 fe ff 48 8b 7c    24 60 48 c7 44 24 58 00 00 00 00 e8 80 f0 fe ff  | ...H.|$X.....H.|$`H.D$X......... | 
| 246e0 |  48 8b 7c 24 68 48 c7 44 24 60 00 00 00 00 e8 6d    f0 fe ff 48 8b 35 c6 87 08 00 31 d2 4c 89 ff 48  | H.|$hH.D$`.....m...H.5....1.L..H | 
| 24700 |  c7 44 24 68 00 00 00 00 e8 d3 ee fe ff 48 89 44    24 68 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07  | .D$h.........H.D$hI....x.H...I.. | 
| 24720 |  0f 84 cd 12 00 00 4c 8b 7c 24 68 4d 85 ff 0f 84    03 13 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 49  | ......L.|$hM........I....x.H...I | 
| 24740 |  89 07 0f 84 b8 12 00 00 48 8b 05 29 68 08 00 48    89 44 24 08 8b 00 89 04 24 83 c0 01 0f 84 35 04  | ........H..)h..H.D$.....$.....5. | 
| 24760 |  00 00 48 8b 5c 24 08 89 03 49 89 dc e9 01 ec ff    ff 0f b6 c0 e9 6b fa ff ff 0f 1f 80 00 00 00 00  | ..H.\$...I...........k.......... | 
| 24780 |  4c 89 c7 e8 48 0a fe ff e9 b8 e5 ff ff 0f 1f 00    e8 3b 0a fe ff e9 e4 e5 ff ff 66 0f 1f 44 00 00  | L...H............;........f..D.. | 
| 247a0 |  e8 2b 0a fe ff e9 55 e6 ff ff 66 0f 1f 44 00 00    e8 1b 0a fe ff e9 81 e6 ff ff 66 0f 1f 44 00 00  | .+....U...f..D............f..D.. | 
| 247c0 |  48 8d 4c 24 30 48 8d 54 24 70 49 89 d8 4c 89 f6    4c 8d 0d ad 6d 03 00 4c 89 ef e8 41 06 ff ff 85  | H.L$0H.T$pI..L..L...m..L...A.... | 
| 247e0 |  c0 0f 88 59 09 00 00 48 8b 6c 24 30 e9 1c e2 ff    ff 4c 89 d7 e8 d7 09 fe ff e9 a7 e6 ff ff 0f b6  | ...Y...H.l$0.....L.............. | 
| 24800 |  d8 e9 96 e4 ff ff e8 f5 0f fe ff 48 89 c7 e9 b8    e2 ff ff 4c 8b 54 24 40 bd 42 66 00 00 41 bc f1  | ...........H.......L.T$@.Bf..A.. | 
| 24820 |  11 00 00 45 31 ff 45 31 ed e9 ee f6 ff ff 48 8b    35 6b 77 08 00 48 89 ef e8 73 fc fe ff 85 c0 0f  | ...E1.E1......H.5kw..H...s...... | 
| 24840 |  85 91 e4 ff ff bd 89 66 00 00 41 bc f8 11 00 00    45 31 ed 45 31 ff e9 96 f6 ff ff 48 89 ef e8 9d  | .......f..A.....E1.E1......H.... | 
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| 24880 |  8b 44 24 18 4c 89 e7 48 89 da 89 c1 48 d3 e7 48    d3 e2 48 03 7c 24 10 e8 34 0c fe ff e9 e5 f5 ff  | .D$.L..H....H..H..H.|$..4....... | 
| 248a0 |  ff e8 5a 0f fe ff 49 89 c0 e9 4b e2 ff ff bd 44    66 00 00 41 bc f1 11 00 00 e9 18 fa ff ff 4c 8b  | ..Z...I...K....Df..A..........L. | 
| 248c0 |  54 24 40 bd 95 66 00 00 41 bc f9 11 00 00 e9 50    ff ff ff bd 47 66 00 00 41 bc f1 11 00 00 45 31  | T$@..f..A......P....Gf..A.....E1 | 
| 248e0 |  ed 45 31 ff e9 08 f6 ff ff e8 32 0c fe ff 48 85    c0 0f 84 6e e4 ff ff bd 98 66 00 00 41 bc f9 11  | .E1.......2...H....n.....f..A... | 
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| 249e0 |  89 7c 24 10 4d 89 f5 49 89 cf 48 01 c5 49 89 ee    48 89 c5 0f 1f 44 00 00 4c 89 fe 4c 89 e7 e8 dd  | .|$.M..I..H..I..H....D..L..L.... | 
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| 24a20 |  de 49 83 ef 01 75 d1 4c 8b 2c 24 4c 8b 7c 24 10    e9 f1 e7 ff ff e8 96 07 fe ff e9 94 e5 ff ff e8  | .I...u.L.,$L.|$................. | 
| 24a40 |  8c 07 fe ff e9 ac e5 ff ff e8 82 07 fe ff e9 c4    e5 ff ff e8 a8 0d fe ff e9 21 e4 ff ff bd b5 66  | .........................!.....f | 
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| 24ac0 |  45 31 ed bd ba 66 00 00 41 bc ff 11 00 00 e9 1e    f4 ff ff e8 f8 06 fe ff e9 99 fb ff ff 48 8b 44  | E1...f..A....................H.D | 
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| 24b00 |  7c 24 38 bd bf 66 00 00 41 bc ff 11 00 00 e9 c3    f7 ff ff 4c 8d 4e 28 48 83 c6 38 41 83 e0 40 4c  | |$8..f..A..........L.N(H..8A..@L | 
| 24b20 |  0f 44 ce 4d 89 c8 e9 ee f5 ff ff 49 8d 7c 24 38    41 83 e1 40 48 0f 45 7c 24 10 e9 cc f5 ff ff e8  | .D.M.......I.|$8A..@H.E|$....... | 
| 24b40 |  8c 06 fe ff e9 67 fb ff ff e8 82 06 fe ff e9 1b    e6 ff ff 48 8b 00 85 c0 0f 88 ea fb ff ff 48 83  | .....g.............H..........H. | 
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| 24b80 |  ff bd c6 66 00 00 41 bc ff 11 00 00 45 31 ed 45    31 ff e9 5a f3 ff ff 4c 8b 64 24 08 e9 d1 e7 ff  | ...f..A.....E1.E1..Z...L.d$..... | 
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| 24bc0 |  e8 01 49 89 06 75 08 4c 89 f7 e8 01 06 fe ff 4c    8b 54 24 40 bd 46 69 00 00 48 c7 44 24 38 00 00  | ..I..u.L.......L.T$@.Fi..H.D$8.. | 
| 24be0 |  00 00 41 bc 27 12 00 00 e9 36 fc ff ff e8 de 05    fe ff 48 c7 44 24 40 00 00 00 00 e9 0d f7 ff ff  | ..A.'....6........H.D$@......... | 
| 24c00 |  4c 89 ff e8 c8 05 fe ff e9 bb e8 ff ff 45 31 ff    bd c1 66 00 00 41 bc ff 11 00 00 e9 d1 f2 ff ff  | L............E1...f..A.......... | 
| 24c20 |  4c 89 d7 e8 a8 05 fe ff e9 b9 e4 ff ff e8 9e 05    fe ff e9 79 e0 ff ff 48 8b 7c 24 08 e8 8f 05 fe  | L..................y...H.|$..... | 
| 24c40 |  ff e9 14 e6 ff ff e8 85 05 fe ff e9 e5 df ff ff    bd c3 66 00 00 41 bc ff 11 00 00 e9 91 f2 ff ff  | ..................f..A.......... | 
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| 24c80 |  39 d8 41 0f 94 c6 4c 39 e8 0f 94 c0 44 08 f0 0f    85 b5 04 00 00 4c 3b 3d dc 62 08 00 0f 84 a8 04  | 9.A...L9....D........L;=.b...... | 
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| 24cc0 |  00 bd 73 66 00 00 41 bc f4 11 00 00 45 31 ed 45    31 ff e9 1a f2 ff ff 45 31 ed bd c8 66 00 00 41  | ..sf..A.....E1.E1......E1...f..A | 
| 24ce0 |  bc ff 11 00 00 e9 07 f2 ff ff 4c 89 ef e8 de 04    fe ff e9 d1 e5 ff ff 0f b6 37 45 0f b6 08 e9 30  | ..........L..............7E....0 | 
| 24d00 |  f4 ff ff bd c3 69 00 00 48 8b 7c 24 50 e8 4e ea    fe ff 48 8b 7c 24 38 48 c7 44 24 50 00 00 00 00  | .....i..H.|$P.N...H.|$8H.D$P.... | 
| 24d20 |  e8 3b ea fe ff 48 8b 7c 24 40 48 c7 44 24 38 00    00 00 00 e8 28 ea fe ff 48 8b 7c 24 48 48 c7 44  | .;...H.|$@H.D$8.....(...H.|$HH.D | 
| 24d40 |  24 40 00 00 00 00 e8 15 ea fe ff 48 8d 0d f7 66    03 00 89 ee ba 31 12 00 00 48 c7 44 24 48 00 00  | $@.........H...f.....1...H.D$H.. | 
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| 24d80 |  e8 bb 05 ff ff 85 c0 0f 88 56 02 00 00 48 8b 74    24 38 48 8b 4c 24 50 bf 03 00 00 00 31 c0 48 8b  | .........V...H.t$8H.L$P.....1.H. | 
| 24da0 |  54 24 48 e8 08 0b fe ff 48 89 44 24 40 48 89 c6    48 85 c0 0f 84 dd 05 00 00 31 d2 4c 89 ff e8 1d  | T$H.....H.D$@H..H........1.L.... | 
| 24dc0 |  e8 fe ff 48 89 c5 49 8b 07 85 c0 78 0d 48 83 e8    01 49 89 07 0f 84 b7 03 00 00 48 8b 7c 24 40 48  | ...H..I....x.H...I........H.|$@H | 
| 24de0 |  8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 8a    03 00 00 48 c7 44 24 40 00 00 00 00 48 85 ed 0f  | ....x.H...H........H.D$@....H... | 
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| 24e20 |  00 48 3b 2d 50 61 08 00 0f 84 8c 00 00 00 48 89    ef e8 aa 07 fe ff 41 89 c4 48 8b 45 00 85 c0 78  | .H;-Pa........H.......A..H.E...x | 
| 24e40 |  0e 48 83 e8 01 48 89 45 00 0f 84 81 00 00 00 45    85 e4 0f 88 5e 05 00 00 48 8b 6c 24 38 45 85 e4  | .H...H.E.......E....^...H.l$8E.. | 
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| 24e80 |  ff 48 8b 7c 24 50 48 c7 44 24 48 00 00 00 00 e8    cc e8 fe ff 48 8b 7b 68 48 8b 4c 24 68 48 c7 44  | .H.|$PH.D$H.........H.{hH.L$hH.D | 
| 24ea0 |  24 50 00 00 00 00 48 8b 54 24 60 48 8b 74 24 58    e8 6b f7 fe ff e9 8e f8 ff ff 44 0f b6 e0 48 8b  | $P....H.T$`H.t$X.k........D...H. | 
| 24ec0 |  45 00 85 c0 78 92 48 83 e8 01 48 89 45 00 75 88    48 89 ef e8 f8 02 fe ff e9 72 ff ff ff e8 ee 02  | E...x.H...H.E.u.H........r...... | 
| 24ee0 |  fe ff e9 49 e6 ff ff bd e2 66 00 00 41 bc 01 12    00 00 e9 fa ef ff ff 48 8b 35 a2 70 08 00 4c 89  | ...I.....f..A..........H.5.p..L. | 
| 24f00 |  ff e8 aa f5 fe ff 85 c0 0f 85 2b e1 ff ff bd d7    66 00 00 41 bc 00 12 00 00 45 31 ed e9 d0 ef ff  | ..........+.....f..A.....E1..... | 
| 24f20 |  ff 0f 1f 80 00 00 00 00 45 31 ed bd 15 69 00 00    41 bc 24 12 00 00 e9 b6 ef ff ff 45 31 ed bd a1  | ........E1...i..A.$........E1... | 
| 24f40 |  67 00 00 41 bc 0a 12 00 00 e9 a3 ef ff ff bd c5    69 00 00 e9 b0 fd ff ff 48 89 c7 e8 70 02 fe ff  | g..A............i.......H...p... | 
| 24f60 |  e9 85 e3 ff ff e8 66 02 fe ff e9 2c f6 ff ff 48    8b 44 24 50 48 8d 74 24 70 ba 01 00 00 00 e9 c3  | ......f....,...H.D$PH.t$p....... | 
| 24f80 |  f5 ff ff 4c 89 ef e8 45 02 fe ff e9 2f f6 ff ff    bd 17 69 00 00 41 bc 24 12 00 00 45 31 ed 45 31  | ...L...E..../.....i..A.$...E1.E1 | 
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| 24fc0 |  00 41 bc 01 12 00 00 45 31 ed e9 22 ef ff ff bd    c7 69 00 00 e9 2f fd ff ff e8 f2 01 fe ff e9 ae  | .A.....E1..".....i.../.......... | 
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| 25000 |  58 41 bc 2e 12 00 00 e8 14 f6 fe ff e9 e0 ee ff    ff e8 ba 01 fe ff e9 17 f5 ff ff 4c 89 7c 24 38  | XA.........................L.|$8 | 
| 25020 |  e9 04 ed ff ff 0f b7 37 45 0f b7 08 e9 02 f1 ff    ff bd c9 69 00 00 e9 cd fc ff ff 48 3b 05 c6 5e  | .......7E..........i.......H;..^ | 
| 25040 |  08 00 0f 84 c0 06 00 00 ba 02 00 00 00 4c 89 ff    e8 cb 01 fe ff 49 89 c5 48 85 c0 74 47 48 3b 05  | .............L.......I..H..tGH;. | 
| 25060 |  1c 5f 08 00 0f 94 c3 48 3b 05 da 5e 08 00 0f 94    c0 08 d8 0f 85 83 05 00 00 4c 3b 2d f8 5e 08 00  | ._.....H;..^.............L;-.^.. | 
| 25080 |  0f 84 76 05 00 00 4c 89 ef e8 52 05 fe ff 89 c3    49 8b 45 00 85 c0 0f 89 ed 08 00 00 85 db 0f 89  | ..v...L...R.....I.E............. | 
| 250a0 |  b0 09 00 00 bd a3 67 00 00 41 bc 0a 12 00 00 45    31 ed 45 31 ff e9 37 ee ff ff 48 8d 74 24 78 31  | ......g..A.....E1.E1..7...H.t$x1 | 
| 250c0 |  d2 31 c0 e9 32 e0 ff ff 48 8b 7c 24 38 bd 55 66    00 00 41 bc f2 11 00 00 e9 f9 f1 ff ff bd f8 66  | .1..2...H.|$8.Uf..A............f | 
| 250e0 |  00 00 e9 c4 fe ff ff e8 e4 00 fe ff e9 52 f8 ff    ff 48 8b 7c 24 38 bd 7a 66 00 00 41 bc f4 11 00  | .............R...H.|$8.zf..A.... | 
| 25100 |  00 e9 d0 f1 ff ff 49 8d 56 28 49 8d 4e 38 a8 40    48 0f 44 d1 48 89 54 24 10 e9 29 ed ff ff bd 7c  | ......I.V(I.N8.@H.D.H.T$..)....| | 
| 25120 |  66 00 00 41 bc f4 11 00 00 45 31 ed 45 31 ff e9    bd ed ff ff 48 8d 74 24 78 31 d2 e9 ba df ff ff  | f..A.....E1.E1......H.t$x1...... | 
| 25140 |  be e4 65 00 00 e9 0d e2 ff ff 49 8b 07 45 0f b6    f6 85 c0 0f 88 f1 08 00 00 48 83 e8 01 49 89 07  | ..e.......I..E...........H...I.. | 
| 25160 |  0f 85 e4 08 00 00 4c 89 ff e8 62 00 fe ff e9 45    fb ff ff e8 58 00 fe ff e9 07 e9 ff ff e8 4e 00  | ......L...b....E....X.........N. | 
| 25180 |  fe ff e9 6c fc ff ff e8 44 00 fe ff e9 b1 eb ff    ff 4c 89 ff e8 37 00 fe ff e9 3c fc ff ff e8 2d  | ...l....D........L...7....<....- | 
| 251a0 |  00 fe ff e9 b0 f1 ff ff 45 31 ed bd 84 69 00 00    41 bc 2e 12 00 00 e9 36 ed ff ff 45 31 ed bd c2  | ........E1...i..A......6...E1... | 
| 251c0 |  67 00 00 41 bc 0e 12 00 00 e9 23 ed ff ff e8 fd    ff fd ff e9 ec e5 ff ff 49 8b 07 bd 86 69 00 00  | g..A......#.............I....i.. | 
| 251e0 |  85 c0 0f 88 ed ed ff ff 48 83 e8 01 49 89 07 0f    84 f0 04 00 00 41 bc 2e 12 00 00 45 31 ed 45 31  | ........H...I........A.....E1.E1 | 
| 25200 |  ff e9 eb ec ff ff 45 31 f6 f2 0f 10 05 27 ad 07    00 66 0f 2e 47 10 b8 00 00 00 00 41 0f 9b c6 44  | ......E1.....'...f..G......A...D | 
| 25220 |  0f 45 f0 e9 f9 d9 ff ff e8 a3 ff fd ff e9 a7 e8    ff ff e8 99 ff fd ff e9 32 e6 ff ff 45 31 ed bd  | .E......................2...E1.. | 
| 25240 |  77 67 00 00 41 bc 01 12 00 00 e9 a2 ec ff ff bd    c4 67 00 00 41 bc 0e 12 00 00 45 31 ed 45 31 ff  | wg..A............g..A.....E1.E1. | 
| 25260 |  e9 8c ec ff ff e8 66 ff fd ff e9 28 e3 ff ff 48    8d 74 24 78 31 d2 31 c0 e9 c9 f2 ff ff 48 8d 74  | ......f....(...H.t$x1.1......H.t | 
| 25280 |  24 78 31 d2 e9 bd f2 ff ff 45 31 ed bd 23 69 00    00 41 bc 26 12 00 00 e9 55 ec ff ff e8 2f ff fd  | $x1......E1..#i..A.&....U..../.. | 
| 252a0 |  ff e9 f8 e5 ff ff 49 8b 07 bd 9a 69 00 00 85 c0    0f 89 32 ff ff ff 45 31 ff bd 9a 69 00 00 41 bc  | ......I....i......2...E1...i..A. | 
| 252c0 |  2e 12 00 00 e9 28 ec ff ff 4c 89 ef 41 bc 01 12    00 00 45 31 ed e8 f6 fe fd ff e9 12 ec ff ff bd  | .....(...L..A.....E1............ | 
| 252e0 |  63 69 00 00 41 bc 2c 12 00 00 45 31 ed 45 31 ff    e9 fc eb ff ff 48 8b 7c 24 38 bd 25 69 00 00 41  | ci..A.,...E1.E1......H.|$8.%i..A | 
| 25300 |  bc 26 12 00 00 e9 cc ef ff ff 45 31 ed bd 30 69    00 00 41 bc 27 12 00 00 e9 d4 eb ff ff e8 ae fe  | .&........E1..0i..A.'........... | 
| 25320 |  fd ff e9 cf e2 ff ff 48 89 df e8 a1 fe fd ff e9    ec e2 ff ff e8 97 fe fd ff e9 04 e3 ff ff e8 8d  | .......H........................ | 
| 25340 |  fe fd ff e9 5f e3 ff ff 48 3b 05 59 5c 08 00 0f    85 09 07 00 00 4c 89 ff ff 50 58 49 89 c7 e9 b8  | ...._...H;.Y\........L...PXI.... | 
| 25360 |  e9 ff ff 45 31 ed bd 38 69 00 00 41 bc 27 12 00    00 e9 7b eb ff ff 4c 89 d7 e8 52 fe fd ff e9 38  | ...E1..8i..A.'....{...L...R....8 | 
| 25380 |  e6 ff ff 45 31 ed bd 11 68 00 00 41 bc 19 12 00    00 e9 5b eb ff ff bd e5 69 00 00 e9 48 fc ff ff  | ...E1...h..A......[.....i...H... | 
| 253a0 |  bd f2 67 00 00 41 bc 17 12 00 00 45 31 ed 45 31    ff e9 3b eb ff ff bd ee 69 00 00 e9 28 fc ff ff  | ..g..A.....E1.E1..;.....i...(... | 
| 253c0 |  e8 0b fe fd ff e9 6e f0 ff ff e8 01 fe fd ff e9    86 f0 ff ff 4c 8b 54 24 40 bd 3a 69 00 00 41 bc  | ......n.............L.T$@.:i..A. | 
| 253e0 |  27 12 00 00 e9 3a f4 ff ff bd 95 68 00 00 41 bc    1f 12 00 00 48 8b 7c 24 50 e8 62 e3 fe ff 48 8b  | '....:.....h..A.....H.|$P.b...H. | 
| 25400 |  7c 24 38 48 c7 44 24 50 00 00 00 00 e8 4f e3 fe    ff 48 8b 7c 24 40 48 c7 44 24 38 00 00 00 00 e8  | |$8H.D$P.....O...H.|$@H.D$8..... | 
| 25420 |  3c e3 fe ff 48 8b 7c 24 48 48 c7 44 24 40 00 00    00 00 e8 29 e3 fe ff 48 8d 0d 0b 60 03 00 44 89  | <...H.|$HH.D$@.....)...H...`..D. | 
| 25440 |  e2 89 ee 48 c7 44 24 48 00 00 00 00 48 8d 3d cd    47 03 00 e8 58 06 ff ff 48 8b 7c 24 08 48 8d 4c  | ...H.D$H....H.=.G...X...H.|$.H.L | 
| 25460 |  24 50 48 8d 54 24 40 48 8d 74 24 48 e8 cf fe fe    ff 85 c0 0f 88 53 01 00 00 48 8b 74 24 48 48 8b  | $PH.T$@H.t$H.........S...H.t$HH. | 
| 25480 |  4c 24 50 bf 03 00 00 00 31 c0 48 8b 54 24 40 e8    1c 04 fe ff 48 89 44 24 38 48 89 c6 48 85 c0 0f  | L$P.....1.H.T$@.....H.D$8H..H... | 
| 254a0 |  84 83 04 00 00 31 d2 4c 89 ef e8 31 e1 fe ff 48    89 c5 49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89  | .....1.L...1...H..I.E...x.H...I. | 
| 254c0 |  45 00 0f 84 d5 01 00 00 48 8b 7c 24 38 48 8b 07    85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 b2 01 00  | E.......H.|$8H....x.H...H....... | 
| 254e0 |  00 48 c7 44 24 38 00 00 00 00 48 85 ed 0f 84 52    04 00 00 48 3b 2d 86 5a 08 00 0f 94 c3 48 3b 2d  | .H.D$8....H....R...H;-.Z.....H;- | 
| 25500 |  44 5a 08 00 0f 94 c0 08 d8 0f 85 9b 00 00 00 48    3b 2d 62 5a 08 00 0f 84 8e 00 00 00 48 89 ef e8  | DZ.............H;-bZ........H... | 
| 25520 |  bc 00 fe ff 89 c3 48 8b 45 00 85 c0 78 0e 48 83    e8 01 48 89 45 00 0f 84 83 00 00 00 85 db 0f 88  | ......H.E...x.H...H.E........... | 
| 25540 |  cc 03 00 00 48 8b 6c 24 48 85 db 0f 84 4b 04 00    00 48 89 ef e8 07 e2 fe ff 48 8b 7c 24 40 48 c7  | ....H.l$H....K...H.......H.|$@H. | 
| 25560 |  44 24 48 00 00 00 00 e8 f4 e1 fe ff 48 8b 7c 24    50 48 c7 44 24 40 00 00 00 00 e8 e1 e1 fe ff 48  | D$H.........H.|$PH.D$@.........H | 
| 25580 |  8b 44 24 08 48 8b 4c 24 58 48 c7 44 24 50 00 00    00 00 48 8b 54 24 60 48 8b 74 24 68 48 8b 78 68  | .D$.H.L$XH.D$P....H.T$`H.t$hH.xh | 
| 255a0 |  e8 7b f0 fe ff e9 ea e5 ff ff 48 8b 45 00 0f b6    db 85 c0 78 8f 48 83 e8 01 48 89 45 00 75 85 48  | .{........H.E......x.H...H.E.u.H | 
| 255c0 |  89 ef e8 09 fc fd ff e9 70 ff ff ff bd c5 68 00    00 48 8b 44 24 08 48 8b 4c 24 58 45 31 ed 41 bc  | ........p.....h..H.D$.H.L$XE1.A. | 
| 255e0 |  1a 12 00 00 48 8b 54 24 60 48 8b 74 24 68 48 8b    78 68 e8 29 f0 fe ff e9 f5 e8 ff ff 49 8b 45 00  | ....H.T$`H.t$hH.xh.)........I.E. | 
| 25600 |  0f b6 db 85 c0 0f 88 49 04 00 00 48 83 e8 01 49    89 45 00 0f 85 3b 04 00 00 4c 89 ef e8 af fb fd  | .......I...H...I.E...;...L...... | 
| 25620 |  ff e9 76 fa ff ff e8 a5 fb fd ff e9 e6 ed ff ff    e8 9b fb fd ff e9 42 ee ff ff bd 97 68 00 00 41  | ..v...................B.....h..A | 
| 25640 |  bc 1f 12 00 00 e9 aa fd ff ff 4c 89 d7 e8 7e fb    fd ff e9 00 e3 ff ff 48 8b 44 24 50 48 89 de ba  | ..........L...~........H.D$PH... | 
| 25660 |  01 00 00 00 e9 00 e3 ff ff e8 62 fb fd ff e9 6a    e3 ff ff bd a3 68 00 00 41 bc 20 12 00 00 e9 71  | ..........b....j.....h..A......q | 
| 25680 |  fd ff ff bd a1 68 00 00 41 bc 20 12 00 00 e9 61    fd ff ff e8 38 fb fd ff e9 44 fe ff ff 4c 89 ef  | .....h..A......a....8....D...L.. | 
| 256a0 |  e8 2b fb fd ff e9 1e fe ff ff 45 31 ed bd 16 68    00 00 41 bc 19 12 00 00 e9 34 e8 ff ff 45 31 ed  | .+........E1...h..A......4...E1. | 
| 256c0 |  bd 51 69 00 00 41 bc 26 12 00 00 e9 21 e8 ff ff    48 8b 7c 24 38 bd 13 68 00 00 41 bc 19 12 00 00  | .Qi..A.&....!...H.|$8..h..A..... | 
| 256e0 |  e9 f1 eb ff ff 4c 89 ff 41 bc 2e 12 00 00 45 31    ed 45 31 ff e8 d7 fa fd ff e9 f3 e7 ff ff e8 cd  | .....L..A.....E1.E1............. | 
| 25700 |  fa fd ff e9 1c e0 ff ff 31 db 66 0f ef c0 b8 00    00 00 00 66 41 0f 2e 47 10 0f 9b c3 0f 45 d8 e9  | ........1.f........fA..G.....E.. | 
| 25720 |  90 dd ff ff bd ea 69 00 00 e9 ba f8 ff ff 45 31    ed bd cb 67 00 00 41 bc 0e 12 00 00 e9 b0 e7 ff  | ......i.......E1...g..A......... | 
| 25740 |  ff e8 8a fa fd ff e9 fb df ff ff e8 80 fa fd ff    e9 13 e0 ff ff 45 31 ed bd d0 67 00 00 41 bc 0e  | .....................E1...g..A.. | 
| 25760 |  12 00 00 e9 89 e7 ff ff 4c 8b 54 24 40 bd 61 69    00 00 41 bc 2c 12 00 00 e9 a6 f0 ff ff 48 8b 7c  | ........L.T$@.ai..A.,........H.| | 
| 25780 |  24 38 bd cd 67 00 00 41 bc 0e 12 00 00 e9 44 eb    ff ff 4c 8b 6c 24 50 4c 8b 64 24 48 e8 1f fd fd  | $8..g..A......D...L.l$PL.d$H.... | 
| 257a0 |  ff 48 89 ee bd f6 69 00 00 48 89 c7 4c 89 e9 4c    89 e2 e8 a9 ef fe ff 48 c7 44 24 38 00 00 00 00  | .H....i..H..L..L.......H.D$8.... | 
| 257c0 |  48 c7 44 24 48 00 00 00 00 48 c7 44 24 50 00 00    00 00 e9 11 f8 ff ff 48 8b 7c 24 38 bd e5 67 00  | H.D$H....H.D$P.........H.|$8..g. | 
| 257e0 |  00 41 bc 0f 12 00 00 e9 ea ea ff ff 45 31 ed bd    e3 67 00 00 41 bc 0f 12 00 00 e9 f2 e6 ff ff 45  | .A..........E1...g..A..........E | 
| 25800 |  31 ed bd f0 67 00 00 41 bc 17 12 00 00 e9 df e6    ff ff bd ad 68 00 00 41 bc 21 12 00 00 e9 d2 fb  | 1...g..A............h..A.!...... | 
| 25820 |  ff ff 45 31 ed bd d2 67 00 00 41 bc 0e 12 00 00    e9 bc e6 ff ff bd 3c 68 00 00 49 8b 45 00 85 c0  | ..E1...g..A...........<h..I.E... | 
| 25840 |  78 0e 48 83 e8 01 49 89 45 00 0f 84 ff 00 00 00    41 bc 1a 12 00 00 45 31 ed e9 93 e6 ff ff 48 8b  | x.H...I.E.......A.....E1......H. | 
| 25860 |  47 18 48 89 44 24 38 48 85 c0 0f 84 a9 df ff ff    8b 10 48 8b 7f 10 83 c2 01 74 02 89 10 8b 07 83  | G.H.D$8H..........H......t...... | 
| 25880 |  c0 01 74 02 89 07 4c 8b 44 24 40 48 89 7c 24 40    49 8b 00 85 c0 0f 88 d7 00 00 00 48 83 e8 01 49  | ..t...L.D$@H.|$@I..........H...I | 
| 258a0 |  89 00 0f 84 bd 00 00 00 48 8b 44 24 38 4c 8b 7c    24 50 31 d2 41 b9 02 00 00 00 48 8b 7c 24 40 e9  | ........H.D$8L.|$P1.A.....H.|$@. | 
| 258c0 |  55 df ff ff bd 3a 68 00 00 41 bc 1a 12 00 00 e9    1d e6 ff ff 45 31 ed bd 2b 68 00 00 41 bc 19 12  | U....:h..A..........E1..+h..A... | 
| 258e0 |  00 00 e9 0a e6 ff ff 45 31 ed bd fb 67 00 00 41    bc 0f 12 00 00 e9 f7 e5 ff ff 48 8d 74 24 78 31  | .......E1...g..A..........H.t$x1 | 
| 25900 |  d2 e9 63 e0 ff ff bd 50 68 00 00 e9 2a ff ff ff    bd d2 68 00 00 e9 b7 fc ff ff 48 8d 74 24 78 31  | ..c....Ph...*.....h.......H.t$x1 | 
| 25920 |  d2 31 c0 e9 41 e0 ff ff bd c9 68 00 00 e9 9f fc    ff ff 45 31 ed bd 6c 69 00 00 41 bc 26 12 00 00  | .1..A.....h.......E1..li..A.&... | 
| 25940 |  e9 ac e5 ff ff bd ce 68 00 00 e9 82 fc ff ff 4c    89 ef 41 bc 1a 12 00 00 45 31 ed e8 70 f8 fd ff  | .......h.......L..A.....E1..p... | 
| 25960 |  e9 8c e5 ff ff 4c 89 c7 e8 63 f8 fd ff e9 36 ff    ff ff 48 8b 44 24 38 4c 8b 7c 24 50 31 d2 41 b9  | .....L...c....6...H.D$8L.|$P1.A. | 
| 25980 |  02 00 00 00 e9 90 de ff ff 48 83 e8 01 49 89 45    00 0f 85 05 f7 ff ff e9 7d fc ff ff 4c 8b 74 24  | .........H...I.E........}...L.t$ | 
| 259a0 |  50 4c 8b 64 24 40 e8 15 fb fd ff 48 89 ee bd da    68 00 00 48 89 c7 4c 89 f1 4c 89 e2 e8 9f ed fe  | PL.d$@.....H....h..H..L..L...... | 
| 259c0 |  ff 48 c7 44 24 48 00 00 00 00 48 c7 44 24 40 00    00 00 00 48 c7 44 24 50 00 00 00 00 e9 f0 fb ff  | .H.D$H....H.D$@....H.D$P........ | 
| 259e0 |  ff 48 83 e8 01 49 89 07 0f 85 ca f2 ff ff e9 73    f7 ff ff 4c 89 ff e8 d5 f7 fd ff e9 26 ed ff ff  | .H...I.........s...L........&... | 
| 25a00 |  4c 89 ff e8 c8 f7 fd ff e9 3b ed ff ff 4c 89 ef    e8 bb f7 fd ff e9 4d e1 ff ff bd f4 68 00 00 41  | L........;...L........M.....h..A | 
| 25a20 |  bc 1a 12 00 00 e9 c7 e4 ff ff 4c 89 ef e8 9e f7    fd ff e9 54 e1 ff ff 45 31 ed bd 10 6a 00 00 41  | ..........L........T...E1...j..A | 
| 25a40 |  bc 2e 12 00 00 e9 a7 e4 ff ff 48 8b 7c 24 40 e9    cd d1 ff ff 4c 8b 7c 24 48 e9 56 da ff ff 48 3b  | ..........H.|$@.....L.|$H.V...H; | 
| 25a60 |  05 a3 54 08 00 0f 84 ea f8 ff ff 48 8b 35 f6 64    08 00 4c 89 ff e8 36 f6 fd ff 49 89 c7 e9 99 e2  | ..T........H.5.d..L...6...I..... | 
| 25a80 |  ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 00    41 54 55 48 83 ec 18 4c 8b 25 8a 6f 08 00 48 8b  | ..ff............ATUH...L.%.o..H. | 
| 25aa0 |  3d 9b 64 08 00 49 8b 54 24 18 4c 89 e6 e8 ae fa    fd ff 48 85 c0 0f 84 ad 00 00 00 48 89 c5 8b 00  | =.d..I.T$.L.......H........H.... | 
| 25ac0 |  83 c0 01 74 03 89 45 00 48 8b 45 08 48 8b 35 a5    68 08 00 48 89 ef 48 8b 80 90 00 00 00 48 85 c0  | ...t..E.H.E.H.5.h..H..H......H.. | 
| 25ae0 |  0f 84 aa 00 00 00 ff d0 48 8b 55 00 48 85 c0 74    3f 85 d2 78 0a 48 83 ea 01 48 89 55 00 74 11 48  | ........H.U.H..t?..x.H...H.U.t.H | 
| 25b00 |  83 c4 18 5d 41 5c c3 66 0f 1f 84 00 00 00 00 00    48 89 ef 48 89 44 24 08 e8 b3 f6 fd ff 48 8b 44  | ...]A\.f........H..H.D$......H.D | 
| 25b20 |  24 08 48 83 c4 18 5d 41 5c c3 66 0f 1f 44 00 00    85 d2 78 0a 48 83 ea 01 48 89 55 00 74 62 be 4e  | $.H...]A\.f..D....x.H...H.U.tb.N | 
| 25b40 |  6e 00 00 48 8d 0d ff 58 03 00 ba e3 12 00 00 48    8d 3d ea 49 03 00 e8 55 ff fe ff 48 83 c4 18 31  | n..H...X.......H.=.I...U...H...1 | 
| 25b60 |  c0 5d 41 5c c3 0f 1f 00 e8 b3 f9 fd ff 48 85 c0    75 14 4c 89 e7 e8 a6 cb ff ff 48 89 c5 48 85 c0  | .]A\.........H..u.L.......H..H.. | 
| 25b80 |  0f 85 42 ff ff ff be 4c 6e 00 00 eb b6 0f 1f 00    e8 6b fc fd ff e9 4e ff ff ff 66 0f 1f 44 00 00  | ..B....Ln........k....N...f..D.. | 
| 25ba0 |  48 89 ef e8 28 f6 fd ff eb 94 66 0f 1f 44 00 00    41 57 41 56 41 55 41 54 49 89 f4 55 53 48 83 ec  | H...(.....f..D..AWAVAUATI..USH.. | 
| 25bc0 |  28 48 85 d2 0f 85 36 02 00 00 e8 71 fa fd ff 49    89 c5 48 85 c0 0f 84 65 02 00 00 41 8b 04 24 83  | (H....6....q...I..H....e...A..$. | 
| 25be0 |  c0 01 74 04 41 89 04 24 4c 8b 35 39 6e 08 00 48    8b 3d 4a 63 08 00 49 8b 56 18 4c 89 f6 e8 5e f9  | ..t.A..$L.59n..H.=Jc..I.V.L...^. | 
| 25c00 |  fd ff 48 89 c5 48 85 c0 0f 84 92 02 00 00 8b 00    83 c0 01 74 03 89 45 00 48 8b 45 08 48 8b 35 6d  | ..H..H.............t..E.H.E.H.5m | 
| 25c20 |  6e 08 00 48 89 ef 48 8b 80 90 00 00 00 48 85 c0    0f 84 ba 02 00 00 ff d0 49 89 c6 48 8b 45 00 4d  | n..H..H......H..........I..H.E.M | 
| 25c40 |  85 f6 0f 84 88 02 00 00 85 c0 78 0e 48 83 e8 01    48 89 45 00 0f 84 d6 00 00 00 4c 89 ef e8 be fa  | ..........x.H...H.E.......L..... | 
| 25c60 |  fd ff 48 89 c3 48 85 c0 0f 84 92 02 00 00 49 8b    46 08 48 8b a8 80 00 00 00 48 85 ed 0f 84 4e 01  | ..H..H........I.F.H......H....N. | 
| 25c80 |  00 00 48 8d 3d cf 33 03 00 e8 72 f4 fd ff 85 c0    0f 85 e8 00 00 00 48 89 da 4c 89 e6 4c 89 f7 ff  | ..H.=.3...r...........H..L..L... | 
| 25ca0 |  d5 49 89 c7 e8 c7 f8 fd ff 4d 85 ff 0f 84 be 00    00 00 49 8b 06 85 c0 78 09 48 83 e8 01 49 89 06  | .I.......M........I....x.H...I.. | 
| 25cc0 |  74 7e 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03    0f 84 8a 00 00 00 49 8b 04 24 85 c0 78 0a 48 83  | t~H....x.H...H........I..$..x.H. | 
| 25ce0 |  e8 01 49 89 04 24 74 38 49 8b 45 00 85 c0 78 0a    48 83 e8 01 49 89 45 00 74 16 48 83 c4 28 4c 89  | ..I..$t8I.E...x.H...I.E.t.H..(L. | 
| 25d00 |  f8 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 40 00    4c 89 ef e8 b8 f4 fd ff eb e0 66 0f 1f 44 00 00  | .[]A\A]A^A_...@.L.........f..D.. | 
| 25d20 |  4c 89 e7 e8 a8 f4 fd ff eb be 66 0f 1f 44 00 00    48 89 ef e8 98 f4 fd ff e9 1d ff ff ff 0f 1f 00  | L.........f..D..H............... | 
| 25d40 |  4c 89 f7 e8 88 f4 fd ff 48 8b 03 85 c0 0f 89 76    ff ff ff e9 7e ff ff ff 0f 1f 84 00 00 00 00 00  | L.......H......v....~........... | 
| 25d60 |  48 89 df e8 68 f4 fd ff e9 69 ff ff ff 0f 1f 00    e8 ab f7 fd ff 48 85 c0 0f 84 a7 01 00 00 48 8b  | H...h....i...........H........H. | 
| 25d80 |  03 be b9 6f 00 00 85 c0 78 0d 48 83 e8 01 48 89    03 0f 84 b3 01 00 00 49 8b 06 85 c0 78 0d 48 83  | ...o....x.H...H........I....x.H. | 
| 25da0 |  e8 01 49 89 06 0f 84 65 01 00 00 48 8d 0d 97 56    03 00 ba 0f 13 00 00 48 8d 3d a4 5a 03 00 45 31  | ..I....e...H...V.......H.=.Z..E1 | 
| 25dc0 |  ff e8 ea fc fe ff e9 0b ff ff ff 0f 1f 44 00 00    48 89 da 4c 89 e6 4c 89 f7 e8 72 f9 fd ff 49 89  | .............D..H..L..L...r...I. | 
| 25de0 |  c7 48 85 c0 74 98 49 8b 06 85 c0 0f 89 c8 fe ff    ff e9 cc fe ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .H..t.I...............f......... | 
| 25e00 |  48 8b 42 08 48 89 d5 4c 8d 6c 24 10 48 8d 5c 24    18 48 c7 44 24 10 00 00 00 00 48 c7 44 24 18 00  | H.B.H..L.l$.H.\$.H.D$.....H.D$.. | 
| 25e20 |  00 00 00 f6 80 ab 00 00 00 04 74 24 48 89 ef e8    ec f8 fd ff 49 89 c5 48 85 c0 0f 85 9b fd ff ff  | ..........t$H.......I..H........ | 
| 25e40 |  45 31 ff e9 b2 fe ff ff 0f 1f 84 00 00 00 00 00    31 c9 4c 89 ea 48 89 de 48 89 ef e8 00 f8 fd ff  | E1..............1.L..H..H....... | 
| 25e60 |  85 c0 74 c8 48 8b 44 24 10 48 8b 40 08 f6 80 ab    00 00 00 10 75 da 48 8b 05 bb 50 08 00 48 8d 15  | ..t.H.D$.H.@........u.H...P..H.. | 
| 25e80 |  f2 59 03 00 48 8d 35 75 31 03 00 45 31 ff 48 8b    38 31 c0 e8 f8 f8 fd ff e9 5d fe ff ff 0f 1f 00  | .Y..H.5u1..E1.H.81.......]...... | 
| 25ea0 |  e8 7b f6 fd ff 48 85 c0 75 14 4c 89 f7 e8 6e c8    ff ff 48 89 c5 48 85 c0 0f 85 5a fd ff ff be b2  | .{...H..u.L...n...H..H....Z..... | 
| 25ec0 |  6f 00 00 e9 e3 fe ff ff 0f 1f 84 00 00 00 00 00    85 c0 78 6c 48 83 e8 01 48 89 45 00 75 62 48 89  | o.................xlH...H.E.ubH. | 
| 25ee0 |  ef e8 ea f2 fd ff be b4 6f 00 00 e9 bb fe ff ff    e8 0b f9 fd ff 49 89 c6 e9 3e fd ff ff 0f 1f 00  | ........o............I...>...... | 
| 25f00 |  be b7 6f 00 00 e9 8d fe ff ff 66 0f 1f 44 00 00    4c 89 f7 89 74 24 0c e8 b4 f2 fd ff 8b 74 24 0c  | ..o.......f..D..L...t$.......t$. | 
| 25f20 |  e9 86 fe ff ff 48 8b 05 c4 4f 08 00 48 8d 35 45    31 03 00 48 8b 38 e8 45 f3 fd ff e9 3e fe ff ff  | .....H...O..H.5E1..H.8.E....>... | 
| 25f40 |  be b4 6f 00 00 e9 61 fe ff ff 48 89 df 89 74 24    0c e8 7a f2 fd ff 8b 74 24 0c e9 38 fe ff ff 90  | ..o...a...H...t$..z....t$..8.... | 
| 25f60 |  41 57 41 56 41 55 41 54 49 89 f4 55 53 48 83 ec    28 48 85 d2 0f 85 36 02 00 00 e8 c1 f6 fd ff 49  | AWAVAUATI..USH..(H....6........I | 
| 25f80 |  89 c5 48 85 c0 0f 84 65 02 00 00 41 8b 04 24 83    c0 01 74 04 41 89 04 24 4c 8b 35 89 6a 08 00 48  | ..H....e...A..$...t.A..$L.5.j..H | 
| 25fa0 |  8b 3d 9a 5f 08 00 49 8b 56 18 4c 89 f6 e8 ae f5    fd ff 48 89 c5 48 85 c0 0f 84 92 02 00 00 8b 00  | .=._..I.V.L.......H..H.......... | 
| 25fc0 |  83 c0 01 74 03 89 45 00 48 8b 45 08 48 8b 35 bd    6a 08 00 48 89 ef 48 8b 80 90 00 00 00 48 85 c0  | ...t..E.H.E.H.5.j..H..H......H.. | 
| 25fe0 |  0f 84 ba 02 00 00 ff d0 49 89 c6 48 8b 45 00 4d    85 f6 0f 84 88 02 00 00 85 c0 78 0e 48 83 e8 01  | ........I..H.E.M..........x.H... | 
| 26000 |  48 89 45 00 0f 84 d6 00 00 00 4c 89 ef e8 0e f7    fd ff 48 89 c3 48 85 c0 0f 84 92 02 00 00 49 8b  | H.E.......L.......H..H........I. | 
| 26020 |  46 08 48 8b a8 80 00 00 00 48 85 ed 0f 84 4e 01    00 00 48 8d 3d 1f 30 03 00 e8 c2 f0 fd ff 85 c0  | F.H......H....N...H.=.0......... | 
| 26040 |  0f 85 e8 00 00 00 48 89 da 4c 89 e6 4c 89 f7 ff    d5 49 89 c7 e8 17 f5 fd ff 4d 85 ff 0f 84 be 00  | ......H..L..L....I.......M...... | 
| 26060 |  00 00 49 8b 06 85 c0 78 09 48 83 e8 01 49 89 06    74 7e 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03  | ..I....x.H...I..t~H....x.H...H.. | 
| 26080 |  0f 84 8a 00 00 00 49 8b 04 24 85 c0 78 0a 48 83    e8 01 49 89 04 24 74 38 49 8b 45 00 85 c0 78 0a  | ......I..$..x.H...I..$t8I.E...x. | 
| 260a0 |  48 83 e8 01 49 89 45 00 74 16 48 83 c4 28 4c 89    f8 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 40 00  | H...I.E.t.H..(L..[]A\A]A^A_...@. | 
| 260c0 |  4c 89 ef e8 08 f1 fd ff eb e0 66 0f 1f 44 00 00    4c 89 e7 e8 f8 f0 fd ff eb be 66 0f 1f 44 00 00  | L.........f..D..L.........f..D.. | 
| 260e0 |  48 89 ef e8 e8 f0 fd ff e9 1d ff ff ff 0f 1f 00    4c 89 f7 e8 d8 f0 fd ff 48 8b 03 85 c0 0f 89 76  | H...............L.......H......v | 
| 26100 |  ff ff ff e9 7e ff ff ff 0f 1f 84 00 00 00 00 00    48 89 df e8 b8 f0 fd ff e9 69 ff ff ff 0f 1f 00  | ....~...........H........i...... | 
| 26120 |  e8 fb f3 fd ff 48 85 c0 0f 84 a7 01 00 00 48 8b    03 be 53 6f 00 00 85 c0 78 0d 48 83 e8 01 48 89  | .....H........H...So....x.H...H. | 
| 26140 |  03 0f 84 b3 01 00 00 49 8b 06 85 c0 78 0d 48 83    e8 01 49 89 06 0f 84 65 01 00 00 48 8d 0d e7 52  | .......I....x.H...I....e...H...R | 
| 26160 |  03 00 ba 08 13 00 00 48 8d 3d 0d 57 03 00 45 31    ff e8 3a f9 fe ff e9 0b ff ff ff 0f 1f 44 00 00  | .......H.=.W..E1..:..........D.. | 
| 26180 |  48 89 da 4c 89 e6 4c 89 f7 e8 c2 f5 fd ff 49 89    c7 48 85 c0 74 98 49 8b 06 85 c0 0f 89 c8 fe ff  | H..L..L.......I..H..t.I......... | 
| 261a0 |  ff e9 cc fe ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 8b 42 08 48 89 d5 4c 8d 6c 24 10 48 8d 5c 24  | ......f.........H.B.H..L.l$.H.\$ | 
| 261c0 |  18 48 c7 44 24 10 00 00 00 00 48 c7 44 24 18 00    00 00 00 f6 80 ab 00 00 00 04 74 24 48 89 ef e8  | .H.D$.....H.D$............t$H... | 
| 261e0 |  3c f5 fd ff 49 89 c5 48 85 c0 0f 85 9b fd ff ff    45 31 ff e9 b2 fe ff ff 0f 1f 84 00 00 00 00 00  | <...I..H........E1.............. | 
| 26200 |  31 c9 4c 89 ea 48 89 de 48 89 ef e8 50 f4 fd ff    85 c0 74 c8 48 8b 44 24 10 48 8b 40 08 f6 80 ab  | 1.L..H..H...P.....t.H.D$.H.@.... | 
| 26220 |  00 00 00 10 75 da 48 8b 05 0b 4d 08 00 48 8d 15    5b 56 03 00 48 8d 35 c5 2d 03 00 45 31 ff 48 8b  | ....u.H...M..H..[V..H.5.-..E1.H. | 
| 26240 |  38 31 c0 e8 48 f5 fd ff e9 5d fe ff ff 0f 1f 00    e8 cb f2 fd ff 48 85 c0 75 14 4c 89 f7 e8 be c4  | 81..H....]...........H..u.L..... | 
| 26260 |  ff ff 48 89 c5 48 85 c0 0f 85 5a fd ff ff be 4c    6f 00 00 e9 e3 fe ff ff 0f 1f 84 00 00 00 00 00  | ..H..H....Z....Lo............... | 
| 26280 |  85 c0 78 6c 48 83 e8 01 48 89 45 00 75 62 48 89    ef e8 3a ef fd ff be 4e 6f 00 00 e9 bb fe ff ff  | ..xlH...H.E.ubH...:....No....... | 
| 262a0 |  e8 5b f5 fd ff 49 89 c6 e9 3e fd ff ff 0f 1f 00    be 51 6f 00 00 e9 8d fe ff ff 66 0f 1f 44 00 00  | .[...I...>.......Qo.......f..D.. | 
| 262c0 |  4c 89 f7 89 74 24 0c e8 04 ef fd ff 8b 74 24 0c    e9 86 fe ff ff 48 8b 05 14 4c 08 00 48 8d 35 95  | L...t$.......t$......H...L..H.5. | 
| 262e0 |  2d 03 00 48 8b 38 e8 95 ef fd ff e9 3e fe ff ff    be 4e 6f 00 00 e9 61 fe ff ff 48 89 df 89 74 24  | -..H.8......>....No...a...H...t$ | 
| 26300 |  0c e8 ca ee fd ff 8b 74 24 0c e9 38 fe ff ff 90    41 56 48 8d 05 67 60 08 00 41 55 41 54 55 48 89  | .......t$..8....AVH..g`..AUATUH. | 
| 26320 |  d5 53 48 83 ec 30 48 c7 44 24 18 00 00 00 00 48    89 44 24 20 48 c7 44 24 28 00 00 00 00 48 85 c9  | .SH..0H.D$.....H.D$.H.D$(....H.. | 
| 26340 |  0f 84 4a 01 00 00 49 89 cc 4c 8d 34 d6 48 85 d2    0f 84 52 01 00 00 48 83 fa 01 0f 85 c8 00 00 00  | ..J...I..L.4.H....R...H......... | 
| 26360 |  4c 8b 2e 48 8b 41 10 4c 89 6c 24 18 48 85 c0 0f    8f 7b 02 00 00 4c 8b 25 ac 66 08 00 48 8b 3d bd  | L..H.A.L.l$.H....{...L.%.f..H.=. | 
| 26380 |  5b 08 00 49 8b 54 24 18 4c 89 e6 e8 d0 f1 fd ff    48 89 c5 48 85 c0 0f 84 64 01 00 00 8b 00 83 c0  | [..I.T$.L.......H..H....d....... | 
| 263a0 |  01 74 03 89 45 00 4c 8b 25 cb 4b 08 00 4c 39 e5    0f 85 8a 01 00 00 48 8b 45 10 4c 89 ee 48 89 ef  | .t..E.L.%.K..L9.......H.E.L..H.. | 
| 263c0 |  ff 10 48 85 c0 0f 84 5d 02 00 00 48 8b 10 85 d2    78 0d 48 83 ea 01 48 89 10 0f 84 11 01 00 00 41  | ..H....]...H....x.H...H........A | 
| 263e0 |  8b 14 24 4c 89 e0 83 c2 01 74 04 41 89 14 24 48    8b 55 00 85 d2 0f 88 86 00 00 00 48 83 ea 01 48  | ..$L.....t.A..$H.U.........H...H | 
| 26400 |  89 55 00 75 7c 48 89 ef 48 89 44 24 08 e8 be ed    fd ff 48 8b 44 24 08 48 83 c4 30 5b 5d 41 5c 41  | .U.u|H..H.D$......H.D$.H..0[]A\A | 
| 26420 |  5d 41 5e c3 0f 1f 40 00 48 83 ec 08 48 8b 05 05    4b 08 00 48 8d 15 5c 54 03 00 48 8d 35 bf 31 03  | ]A^...@.H...H...K..H..\T..H.5.1. | 
| 26440 |  00 55 4c 8d 0d e5 4f 03 00 41 b8 01 00 00 00 48    8d 0d 81 50 03 00 48 8b 38 31 c0 e8 30 f3 fd ff  | .UL...O..A.....H...P..H.81..0... | 
| 26460 |  58 be b7 6e 00 00 5a 48 8d 0d db 4f 03 00 ba e5    12 00 00 48 8d 3d ee 40 03 00 e8 31 f6 fe ff 31  | X..n..ZH...O.......H.=.@...1...1 | 
| 26480 |  c0 48 83 c4 30 5b 5d 41 5c 41 5d 41 5e c3 66 90    48 83 fa 01 75 92 4c 8b 2e 4c 89 6c 24 18 e9 d2  | .H..0[]A\A]A^.f.H...u.L..L.l$... | 
| 264a0 |  fe ff ff 0f 1f 44 00 00 48 8b 15 d1 5e 08 00 4c    89 f6 48 89 cf 48 8b 59 10 e8 22 e5 fe ff 49 89  | .....D..H...^..L..H..H.Y.."...I. | 
| 264c0 |  c5 48 89 44 24 18 48 8d 43 ff 4d 85 ed 0f 85 99    fe ff ff e8 48 f0 fd ff 48 85 c0 0f 84 47 ff ff  | .H.D$.H.C.M.........H...H....G.. | 
| 264e0 |  ff be a7 6e 00 00 e9 7c ff ff ff 0f 1f 44 00 00    48 89 c7 e8 d8 ec fd ff e9 e2 fe ff ff 0f 1f 00  | ...n...|.....D..H............... | 
| 26500 |  e8 1b f0 fd ff 48 85 c0 75 11 4c 89 e7 e8 0e c2    ff ff 48 85 c0 0f 85 9f 01 00 00 48 8d 0d 27 4f  | .....H..u.L.......H........H..'O | 
| 26520 |  03 00 ba fe 12 00 00 be e3 6e 00 00 48 8d 3d 35    40 03 00 e8 78 f5 fe ff 31 c0 e9 42 ff ff ff 90  | .........n..H.=5@...x...1..B.... | 
| 26540 |  48 8b 15 d1 5a 08 00 48 85 d2 0f 84 15 01 00 00    48 8b 7d 08 48 39 fa 0f 84 59 fe ff ff 48 8b 8f  | H...Z..H........H.}.H9...Y...H.. | 
| 26560 |  58 01 00 00 48 85 c9 0f 84 13 01 00 00 48 8b 71    10 48 85 f6 7e 1e 31 c0 0f 1f 84 00 00 00 00 00  | X...H........H.q.H..~.1......... | 
| 26580 |  48 3b 54 c1 18 0f 84 2b fe ff ff 48 83 c0 01 48    39 c6 75 ec 48 8b 05 9d 49 08 00 48 8b 4a 18 48  | H;T....+...H...H9.u.H...I..H.J.H | 
| 265a0 |  8d 35 da 2e 03 00 48 8b 57 18 48 8b 38 31 c0 e8    dc f1 fd ff 48 8b 45 00 85 c0 78 0e 48 83 e8 01  | .5....H.W.H.81......H.E...x.H... | 
| 265c0 |  48 89 45 00 0f 84 8e 00 00 00 48 8d 0d 78 4e 03    00 ba fe 12 00 00 be e5 6e 00 00 48 8d 3d 86 3f  | H.E.......H..xN.........n..H.=.? | 
| 265e0 |  03 00 e8 c9 f4 fe ff 31 c0 e9 93 fe ff ff 66 90    48 8d 4c 24 18 48 8d 54 24 20 49 89 e8 4c 89 f6  | .......1......f.H.L$.H.T$.I..L.. | 
| 26600 |  4c 8d 0d 8f 52 03 00 4c 89 e7 e8 11 e8 fe ff 85    c0 0f 88 99 00 00 00 4c 8b 6c 24 18 e9 54 fd ff  | L...R..L...............L.l$..T.. | 
| 26620 |  ff 0f 1f 80 00 00 00 00 ba ff 12 00 00 48 8d 0d    15 4e 03 00 be f0 6e 00 00 48 89 44 24 08 48 8d  | .............H...N....n..H.D$.H. | 
| 26640 |  3d 23 3f 03 00 e8 66 f4 fe ff 48 8b 44 24 08 e9    9b fd ff ff 0f 1f 40 00 48 89 ef e8 70 eb fd ff  | =#?...f...H.D$........@.H...p... | 
| 26660 |  e9 65 ff ff ff 48 8b 05 84 48 08 00 48 8d 35 87    4d 03 00 48 8b 38 e8 05 ec fd ff e9 34 ff ff ff  | .e...H...H..H.5.M..H.8......4... | 
| 26680 |  48 89 f8 0f 1f 44 00 00 48 8b 80 00 01 00 00 48    39 c2 0f 84 1e fd ff ff 48 85 c0 75 eb 48 3b 15  | H....D..H......H9.......H..u.H;. | 
| 266a0 |  fc 48 08 00 0f 84 0c fd ff ff e9 e5 fe ff ff 90    be ac 6e 00 00 e9 ad fd ff ff 48 89 c5 e9 e4 fc  | .H................n.......H..... | 
| 266c0 |  ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 00    41 57 41 56 41 55 49 89 fd 41 54 55 48 83 ec 20  | ..ff............AWAVAUI..ATUH... | 
| 266e0 |  48 8b 2d f9 61 08 00 48 8b 3d 52 58 08 00 48 8b    55 18 48 89 ee e8 66 ee fd ff 48 85 c0 0f 84 dd  | H.-.a..H.=RX..H.U.H...f...H..... | 
| 26700 |  03 00 00 49 89 c4 8b 00 83 c0 01 74 04 41 89 04    24 49 8b 44 24 08 48 8b 35 53 5f 08 00 4c 89 e7  | ...I.......t.A..$I.D$.H.5S_..L.. | 
| 26720 |  48 8b 80 90 00 00 00 48 85 c0 0f 84 e0 03 00 00    ff d0 48 89 c5 49 8b 04 24 48 85 ed 0f 84 ee 01  | H......H..........H..I..$H...... | 
| 26740 |  00 00 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84    24 02 00 00 48 8b 05 9d 47 08 00 48 39 45 08 0f  | ....x.H...I..$..$...H...G..H9E.. | 
| 26760 |  84 bb 03 00 00 4c 89 6c 24 18 48 8b 35 77 48 08    00 48 c7 44 24 10 00 00 00 00 48 8b 7d 08 48 39  | .....L.l$.H.5wH..H.D$.....H.}.H9 | 
| 26780 |  f7 0f 84 09 01 00 00 e8 e4 ef fd ff 85 c0 0f 85    fc 00 00 00 45 31 f6 4c 8d 7c 24 18 41 bc 01 00  | ....................E1.L.|$.A... | 
| 267a0 |  00 00 48 89 ef e8 46 eb fd ff 31 c9 4c 89 e2 4c    89 fe 48 89 ef 48 85 c0 0f 84 12 03 00 00 ff d0  | ..H...F...1.L..L..H..H.......... | 
| 267c0 |  49 89 c4 4d 85 f6 74 14 49 8b 06 85 c0 78 0d 48    83 e8 01 49 89 06 0f 84 e4 02 00 00 4d 85 e4 0f  | I..M..t.I....x.H...I........M... | 
| 267e0 |  84 1b 01 00 00 48 8b 45 00 85 c0 78 0e 48 83 e8    01 48 89 45 00 0f 84 a5 02 00 00 4c 3b 25 7e 47  | .....H.E...x.H...H.E.......L;%~G | 
| 26800 |  08 00 0f 94 c0 4c 3b 25 3c 47 08 00 0f 94 c2 08    c2 0f 85 81 01 00 00 4c 3b 25 5a 47 08 00 0f 84  | .....L;%<G.............L;%ZG.... | 
| 26820 |  74 01 00 00 4c 89 e7 e8 b4 ed fd ff 89 c5 85 c0    0f 88 52 03 00 00 49 8b 04 24 85 c0 78 0e 48 83  | t...L.............R...I..$..x.H. | 
| 26840 |  e8 01 49 89 04 24 0f 84 64 02 00 00 85 ed 0f 84    4c 01 00 00 4c 89 ef e8 84 ee fe ff 48 89 c7 48  | ..I..$..d.......L...L.......H..H | 
| 26860 |  83 f8 ff 0f 84 07 04 00 00 e8 92 eb fd ff 48 85    c0 0f 85 ee 00 00 00 41 bd 74 00 00 00 41 be 32  | ..............H........A.t...A.2 | 
| 26880 |  1e 00 00 e9 c2 00 00 00 0f 1f 84 00 00 00 00 00    48 8b 55 10 8b 42 10 a8 08 0f 84 f5 fe ff ff 4c  | ................H.U..B.........L | 
| 268a0 |  8b 7c 24 18 4c 8b 72 08 45 31 e4 a8 20 75 04 4c    8b 65 18 48 8d 3d 9e 27 03 00 e8 41 e8 fd ff 85  | .|$.L.r.E1...u.L.e.H.=.'...A.... | 
| 268c0 |  c0 75 3d 4c 89 e7 4c 89 fe 41 ff d6 49 89 c4 e8    9c ec fd ff 4d 85 e4 0f 85 08 ff ff ff e8 3e ec  | .u=L..L..A..I.......M.........>. | 
| 268e0 |  fd ff 48 85 c0 75 19 48 8b 05 02 46 08 00 48 8d    35 83 27 03 00 48 8b 38 e8 83 e9 fd ff 0f 1f 00  | ..H..u.H...F..H.5.'..H.8........ | 
| 26900 |  41 bd 72 00 00 00 41 be 18 1e 00 00 48 8b 45 00    85 c0 78 36 48 83 e8 01 48 89 45 00 75 2c 48 89  | A.r...A.....H.E...x6H...H.E.u,H. | 
| 26920 |  ef e8 aa e8 fd ff eb 22 0f 1f 84 00 00 00 00 00    85 c0 78 0a 48 83 e8 01 49 89 04 24 74 4a 41 bd  | ......."..........x.H...I..$tJA. | 
| 26940 |  72 00 00 00 41 be 03 1e 00 00 48 8d 0d f8 4a 03    00 44 89 ea 44 89 f6 48 8d 3d 32 3c 03 00 e8 4d  | r...A.....H...J..D..D..H.=2<...M | 
| 26960 |  f1 fe ff 31 c0 48 83 c4 20 5d 41 5c 41 5d 41 5e    41 5f c3 0f 1f 44 00 00 4c 89 e7 e8 50 e8 fd ff  | ...1.H...]A\A]A^A_...D..L...P... | 
| 26980 |  e9 cf fd ff ff 0f 1f 00 4c 89 e7 e8 40 e8 fd ff    eb ac 66 0f 1f 44 00 00 0f b6 e8 e9 96 fe ff ff  | ........L...@.....f..D.......... | 
| 269a0 |  49 8b 45 08 48 8b 35 6d 59 08 00 4c 89 ef 48 8b    80 90 00 00 00 48 85 c0 0f 84 a2 02 00 00 ff d0  | I.E.H.5mY..L..H......H.......... | 
| 269c0 |  49 89 c4 4d 85 e4 0f 84 d4 02 00 00 e8 6f ec fd    ff 48 89 c5 48 85 c0 0f 84 db 02 00 00 48 8b 15  | I..M.........o...H..H........H.. | 
| 269e0 |  84 63 08 00 48 8b 35 d5 59 08 00 48 89 c7 e8 0d    ed fd ff 85 c0 0f 88 d5 01 00 00 49 8b 44 24 08  | .c..H.5.Y..H...............I.D$. | 
| 26a00 |  4c 8b 35 61 64 08 00 4c 8b a8 80 00 00 00 4d 85    ed 0f 84 19 02 00 00 48 8d 3d 3a 26 03 00 e8 dd  | L.5ad..L......M........H.=:&.... | 
| 26a20 |  e6 fd ff 85 c0 0f 85 25 02 00 00 48 89 ea 4c 89    f6 4c 89 e7 41 ff d5 48 89 44 24 08 e8 2f eb fd  | .......%...H..L..L..A..H.D$../.. | 
| 26a40 |  ff 48 8b 44 24 08 48 85 c0 0f 84 81 02 00 00 49    8b 14 24 85 d2 78 0e 48 83 ea 01 49 89 14 24 0f  | .H.D$.H........I..$..x.H...I..$. | 
| 26a60 |  84 ab 01 00 00 48 8b 55 00 85 d2 0f 88 f4 fe ff    ff 48 83 ea 01 48 89 55 00 0f 85 e6 fe ff ff 48  | .....H.U.........H...H.U.......H | 
| 26a80 |  89 ef 48 89 44 24 08 e8 44 e7 fd ff 48 8b 44 24    08 e9 cf fe ff ff 66 2e 0f 1f 84 00 00 00 00 00  | ..H.D$..D...H.D$......f......... | 
| 26aa0 |  48 89 ef e8 28 e7 fd ff e9 4e fd ff ff 0f 1f 00    4c 89 e7 e8 18 e7 fd ff e9 8f fd ff ff 0f 1f 00  | H...(....N......L............... | 
| 26ac0 |  4c 89 f7 e8 08 e7 fd ff e9 0f fd ff ff 0f 1f 00    e8 ab ea fd ff 49 89 c4 e9 e6 fc ff ff 0f 1f 00  | L....................I.......... | 
| 26ae0 |  e8 3b ea fd ff 48 85 c0 75 14 48 89 ef e8 2e bc    ff ff 49 89 c4 48 85 c0 0f 85 13 fc ff ff 41 bd  | .;...H..u.H.......I..H........A. | 
| 26b00 |  72 00 00 00 41 be 01 1e 00 00 e9 3b fe ff ff 90    e8 eb ec fd ff 48 89 c5 e9 18 fc ff ff 0f 1f 00  | r...A......;.........H.......... | 
| 26b20 |  4c 8b 75 18 4d 85 f6 0f 84 38 fc ff ff 41 8b 06    4c 8b 65 10 83 c0 01 74 03 41 89 06 41 8b 04 24  | L.u.M....8...A..L.e....t.A..A..$ | 
| 26b40 |  83 c0 01 74 04 41 89 04 24 48 8b 45 00 85 c0 78    0e 48 83 e8 01 48 89 45 00 0f 84 a1 00 00 00 66  | ...t.A..$H.E...x.H...H.E.......f | 
| 26b60 |  49 0f 6e c6 66 49 0f 6e cd 4c 89 e5 41 bc 02 00    00 00 66 0f 6c c1 4c 8d 7c 24 10 0f 29 44 24 10  | I.n.fI.n.L..A.....f.l.L.|$..)D$. | 
| 26b80 |  e9 1d fc ff ff 0f 1f 00 41 be 1c 1e 00 00 41 bd    72 00 00 00 49 8b 04 24 85 c0 0f 88 aa fd ff ff  | ........A.....A.r...I..$........ | 
| 26ba0 |  48 83 e8 01 49 89 04 24 0f 85 9c fd ff ff 31 ed    4c 89 e7 e8 18 e6 fd ff 48 85 ed 0f 85 4b fd ff  | H...I..$......1.L.......H....K.. | 
| 26bc0 |  ff e9 84 fd ff ff 66 2e 0f 1f 84 00 00 00 00 00    41 be 4d 1e 00 00 49 8b 04 24 85 c0 0f 88 17 01  | ......f.........A.M...I..$...... | 
| 26be0 |  00 00 48 83 e8 01 49 89 04 24 0f 85 09 01 00 00    41 bd 75 00 00 00 eb b8 0f 1f 84 00 00 00 00 00  | ..H...I..$......A.u............. | 
| 26c00 |  48 89 ef e8 c8 e5 fd ff e9 52 ff ff ff 0f 1f 00    4c 89 e7 48 89 44 24 08 e8 b3 e5 fd ff 48 8b 44  | H........R......L..H.D$......H.D | 
| 26c20 |  24 08 e9 3e fe ff ff 66 0f 1f 84 00 00 00 00 00    48 89 ea 4c 89 f6 4c 89 e7 e8 12 eb fd ff 48 85  | $..>...f........H..L..L.......H. | 
| 26c40 |  c0 0f 85 08 fe ff ff 66 0f 1f 84 00 00 00 00 00    41 be 4e 1e 00 00 e9 7b ff ff ff 0f 1f 44 00 00  | .......f........A.N....{.....D.. | 
| 26c60 |  e8 9b eb fd ff 49 89 c4 e9 56 fd ff ff 0f 1f 00    48 89 44 24 08 e8 a6 e8 fd ff 48 8b 7c 24 08 48  | .....I...V......H.D$......H.|$.H | 
| 26c80 |  85 c0 0f 84 e1 fb ff ff 41 bd 73 00 00 00 41 be    27 1e 00 00 e9 b1 fc ff ff 0f 1f 80 00 00 00 00  | ........A.s...A.'............... | 
| 26ca0 |  41 bd 75 00 00 00 41 be 49 1e 00 00 e9 99 fc ff    ff 0f 1f 80 00 00 00 00 41 be 4b 1e 00 00 41 bd  | A.u...A.I...............A.K...A. | 
| 26cc0 |  75 00 00 00 e9 cb fe ff ff 0f 1f 80 00 00 00 00    e8 4b e8 fd ff 48 85 c0 0f 85 72 ff ff ff 48 8b  | u................K...H....r...H. | 
| 26ce0 |  05 0b 42 08 00 48 8d 35 8c 23 03 00 48 8b 38 e8    8c e5 fd ff e9 57 ff ff ff 41 bd 75 00 00 00 e9  | ..B..H.5.#..H.8......W...A.u.... | 
| 26d00 |  08 fc ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 90    41 57 48 8d 05 27 5c 08 00 41 56 41 55 41 54 49  | ....ff..........AWH..'\..AVAUATI | 
| 26d20 |  89 fc 55 53 48 89 d3 48 83 ec 58 4c 8b 2d 46 42    08 00 48 89 44 24 30 48 05 a0 02 00 00 48 c7 44  | ..USH..H..XL.-FB..H.D$0H.....H.D | 
| 26d40 |  24 20 00 00 00 00 48 89 44 24 38 48 c7 44 24 40    00 00 00 00 4c 89 6c 24 28 48 85 c9 0f 84 ae 00  | $.....H.D$8H.D$@....L.l$(H...... | 
| 26d60 |  00 00 48 89 cd 4c 8d 34 d6 48 83 fa 01 0f 84 1d    02 00 00 48 83 fa 02 0f 84 c3 00 00 00 48 85 d2  | ..H..L.4.H.........H.........H.. | 
| 26d80 |  0f 84 a2 01 00 00 48 85 db 48 8d 05 a8 46 03 00    48 8d 0d 98 46 03 00 41 0f 9f c0 48 0f 4f c8 4c  | ......H..H...F..H...F..A...H.O.L | 
| 26da0 |  8d 0d 88 46 03 00 45 0f b6 c0 48 8d 05 ff 4a 03    00 49 83 c0 01 48 85 db 4c 0f 4f c8 48 83 ec 08  | ...F..E...H...J..I...H..L.O.H... | 
| 26dc0 |  48 8b 05 71 41 08 00 48 8d 15 da 4a 03 00 53 48    8d 35 2a 28 03 00 48 8b 38 31 c0 e8 b0 e9 fd ff  | H..qA..H...J..SH.5*(..H.81...... | 
| 26de0 |  58 be 8b 5a 00 00 5a 48 8d 0d 5b 46 03 00 ba 81    0f 00 00 48 8d 3d be 37 03 00 e8 b1 ec fe ff 31  | X..Z..ZH..[F.......H.=.7.......1 | 
| 26e00 |  c0 48 83 c4 58 5b 5d 41 5c 41 5d 41 5e 41 5f c3    48 83 fa 01 0f 84 66 01 00 00 48 83 fa 02 0f 85  | .H..X[]A\A]A^A_.H.....f...H..... | 
| 26e20 |  62 ff ff ff 48 8b 56 08 48 89 54 24 28 4c 8b 06    4c 89 44 24 20 eb 28 66 0f 1f 84 00 00 00 00 00  | b...H.V.H.T$(L..L.D$..(f........ | 
| 26e40 |  f3 0f 6f 06 48 8b 56 08 48 8b 49 10 0f 29 44 24    20 48 85 c9 0f 8f 06 04 00 00 4c 8b 44 24 20 4d  | ..o.H.V.H.I..)D$.H........L.D$.M | 
| 26e60 |  8b b4 24 e8 00 00 00 41 8b 0e 83 c1 01 74 03 41    89 0e 4c 8b 0d d7 53 08 00 48 83 ec 08 48 8b 0d  | ..$....A.....t.A..L...S..H...H.. | 
| 26e80 |  8c 5f 08 00 49 8d 74 24 20 6a 00 48 8d 3d 7e 1e    03 00 41 51 51 6a 00 41 51 45 31 c9 51 4c 89 f1  | ._..I.t$.j.H.=~...AQQj.AQE1.QL.. | 
| 26ea0 |  6a 06 ff 35 a0 5a 08 00 41 50 41 b8 01 00 00 00    ff 15 b2 61 08 00 48 89 c5 49 8b 06 48 83 c4 50  | j..5.Z..APA........a..H..I..H..P | 
| 26ec0 |  48 85 ed 0f 84 47 01 00 00 85 c0 78 0d 48 83 e8    01 49 89 06 0f 84 f6 00 00 00 48 89 ef e8 ee f7  | H....G.....x.H...I........H..... | 
| 26ee0 |  ff ff 48 85 c0 0f 84 f5 00 00 00 48 8b 55 00 85    d2 0f 88 0a ff ff ff 48 83 ea 01 48 89 55 00 0f  | ..H........H.U.........H...H.U.. | 
| 26f00 |  85 fc fe ff ff 48 89 ef 48 89 04 24 e8 bf e2 fd    ff 48 8b 04 24 48 83 c4 58 5b 5d 41 5c 41 5d 41  | .....H..H..$.....H..$H..X[]A\A]A | 
| 26f20 |  5e 41 5f c3 0f 1f 40 00 4c 8b 79 10 4c 8b 05 0d    5a 08 00 31 c0 4d 85 ff 7f 13 e9 e4 02 00 00 90  | ^A_...@.L.y.L...Z..1.M.......... | 
| 26f40 |  48 83 c0 01 4c 39 f8 0f 84 fb 00 00 00 4c 3b 44    c5 18 75 ec 4d 8b 04 c6 4c 89 44 24 20 4d 85 c0  | H...L9.......L;D..u.M...L.D$.M.. | 
| 26f60 |  0f 84 c6 02 00 00 49 83 ef 01 4d 85 ff 7f 32 48    8b 54 24 28 e9 e6 fe ff ff 0f 1f 80 00 00 00 00  | ......I...M...2H.T$(............ | 
| 26f80 |  4c 89 ea e9 a5 fe ff ff 0f 1f 84 00 00 00 00 00    4c 8b 06 4c 8b 79 10 4c 89 44 24 20 4d 85 ff 7e  | L...............L..L.y.L.D$.M..~ | 
| 26fa0 |  ce 48 8b 15 38 5c 08 00 4c 89 f6 48 89 ef e8 2d    da fe ff 48 89 c2 48 85 c0 0f 84 01 03 00 00 48  | .H..8\..L..H...-...H..H........H | 
| 26fc0 |  89 44 24 28 49 8d 4f ff e9 84 fe ff ff 0f 1f 00    4c 89 f7 e8 f8 e1 fd ff e9 fd fe ff ff 0f 1f 00  | .D$(I.O.........L............... | 
| 26fe0 |  48 8d 0d 62 44 03 00 ba d7 0f 00 00 be d0 5a 00    00 48 89 04 24 48 8d 3d bc 35 03 00 e8 af ea fe  | H..bD.........Z..H..$H.=.5...... | 
| 27000 |  ff 48 8b 04 24 e9 e1 fe ff ff 66 0f 1f 44 00 00    85 c0 78 0d 48 83 e8 01 49 89 06 0f 84 7f 02 00  | .H..$.....f..D....x.H...I....... | 
| 27020 |  00 48 8d 0d 21 44 03 00 ba d2 0f 00 00 be c2 5a    00 00 48 8d 3d 7f 35 03 00 e8 72 ea fe ff 31 c0  | .H..!D.........Z..H.=.5...r...1. | 
| 27040 |  e9 bc fd ff ff 0f 1f 00 45 31 c9 49 8d 40 28 4a    8b 74 cd 18 48 89 44 24 10 49 39 f0 0f 84 11 01  | ........E1.I.@(J.t..H.D$.I9..... | 
| 27060 |  00 00 66 0f 1f 44 00 00 48 8b 05 61 3f 08 00 49    39 40 08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2 0f  | ..f..D..H..a?..I9@....H9F....... | 
| 27080 |  84 fb 00 00 00 84 c0 0f 84 f3 00 00 00 49 8b 50    10 48 3b 56 10 0f 85 bd 00 00 00 48 8b 46 18 49  | .............I.P.H;V.......H.F.I | 
| 270a0 |  8b 78 18 48 39 c7 41 0f 95 c2 48 83 f8 ff 0f 95    c0 41 84 c2 74 0a 48 83 ff ff 0f 85 98 00 00 00  | .x.H9.A...H......A..t.H......... | 
| 270c0 |  45 0f b6 58 20 44 0f b6 56 20 44 89 d8 44 89 d7    c0 e8 02 40 c0 ef 02 83 e0 07 83 e7 07 40 38 f8  | E..X.D..V.D..D.....@.........@8. | 
| 270e0 |  75 76 41 f6 c3 20 0f 85 25 02 00 00 49 8b 78 38    41 f6 c2 20 0f 85 02 02 00 00 48 8b 76 38 44 0f  | uvA.....%...I.x8A.........H.v8D. | 
| 27100 |  b6 d0 41 83 fa 01 0f 84 18 02 00 00 41 83 fa 02    0f 84 1b 02 00 00 44 8b 17 44 8b 1e 45 39 d3 75  | ..A.........A.........D..D..E9.u | 
| 27120 |  37 4c 89 04 24 48 83 fa 01 74 48 0f b6 c0 4c 89    4c 24 08 48 0f af d0 e8 d4 e2 fd ff 4c 8b 4c 24  | 7L..$H...tH...L.L$.H........L.L$ | 
| 27140 |  08 4c 8b 04 24 85 c0 0f 94 c0 0f b6 c0 0f 84 c8    00 00 00 0f 1f 44 00 00 49 83 c1 01 4d 39 f9 0f  | .L..$................D..I...M9.. | 
| 27160 |  84 be 00 00 00 4a 8b 74 cd 18 49 39 f0 0f 85 f5    fe ff ff 4f 8b 04 ce e9 dc fd ff ff 0f 1f 40 00  | .....J.t..I9.......O..........@. | 
| 27180 |  4d 39 e8 75 04 84 c0 75 cf 4c 39 ee 75 04 84 d2    75 c6 4c 89 c7 ba 02 00 00 00 4c 89 4c 24 08 4c  | M9.u...u.L9.u...u.L.......L.L$.L | 
| 271a0 |  89 04 24 e8 78 e0 fd ff 48 89 c7 48 85 c0 74 73    48 3b 05 c9 3d 08 00 4c 8b 04 24 0f 94 c0 48 3b  | ..$.x...H..H..tsH;..=..L..$...H; | 
| 271c0 |  3d 83 3d 08 00 4c 8b 4c 24 08 0f 94 c2 08 c2 0f    85 bb 00 00 00 4c 39 ef 0f 84 b2 00 00 00 4c 89  | =.=..L.L$............L9.......L. | 
| 271e0 |  4c 24 18 4c 89 44 24 08 48 89 3c 24 e8 ef e3 fd    ff 4c 8b 4c 24 18 4c 8b 44 24 08 48 8b 3c 24 48  | L$.L.D$.H.<$.....L.L$.L.D$.H.<$H | 
| 27200 |  8b 17 85 d2 78 0d 48 83 ea 01 48 89 17 0f 84 c5    00 00 00 85 c0 0f 84 3d ff ff ff 85 c0 0f 89 50  | ....x.H...H............=.......P | 
| 27220 |  ff ff ff 48 c7 44 24 20 00 00 00 00 e8 ef e2 fd    ff 48 8d 0d f7 41 03 00 41 b8 01 00 00 00 4c 8d  | ...H.D$..........H...A..A.....L. | 
| 27240 |  0d e9 41 03 00 48 85 c0 0f 84 6e fb ff ff be 6f    5a 00 00 e9 8f fb ff ff 0f 1f 84 00 00 00 00 00  | ..A..H....n....oZ............... | 
| 27260 |  48 8d 4c 24 20 48 8d 54 24 30 49 89 d8 4c 89 f6    4c 8d 0d 31 46 03 00 48 89 ef e8 a1 db fe ff 85  | H.L$.H.T$0I..L..L..1F..H........ | 
| 27280 |  c0 78 2a 4c 8b 44 24 20 e9 e2 fc ff ff 0f 1f 00    0f b6 c0 e9 67 ff ff ff 0f 1f 84 00 00 00 00 00  | .x*L.D$.............g........... | 
| 272a0 |  4c 89 f7 e8 28 df fd ff e9 74 fd ff ff be 7b 5a    00 00 e9 30 fb ff ff 66 0f 1f 84 00 00 00 00 00  | L...(....t....{Z...0...f........ | 
| 272c0 |  e8 5b e2 fd ff 48 85 c0 74 96 be 76 5a 00 00 e9    13 fb ff ff 0f 1f 40 00 89 44 24 18 4c 89 4c 24  | .[...H..t..vZ.........@..D$.L.L$ | 
| 272e0 |  08 4c 89 04 24 e8 e6 de fd ff 8b 44 24 18 4c 8b    4c 24 08 4c 8b 04 24 e9 17 ff ff ff 4c 8d 5e 28  | .L..$......D$.L.L$.L..$.....L.^( | 
| 27300 |  48 83 c6 38 41 83 e2 40 49 0f 45 f3 e9 ed fd ff    ff 49 8d 78 38 41 83 e3 40 48 0f 45 7c 24 10 e9  | H..8A..@I.E......I.x8A..@H.E|$.. | 
| 27320 |  cc fd ff ff 44 0f b6 17 44 0f b6 1e e9 eb fd ff    ff 44 0f b7 17 44 0f b7 1e e9 de fd ff ff 66 90  | ....D...D........D...D........f. | 
| 27340 |  41 57 48 8d 05 f7 55 08 00 41 56 41 55 41 54 49    89 fc 55 53 48 89 d3 48 83 ec 58 4c 8b 2d 16 3c  | AWH...U..AVAUATI..USH..H..XL.-.< | 
| 27360 |  08 00 48 89 44 24 30 48 05 a0 02 00 00 48 c7 44    24 20 00 00 00 00 48 89 44 24 38 48 c7 44 24 40  | ..H.D$0H.....H.D$.....H.D$8H.D$@ | 
| 27380 |  00 00 00 00 4c 89 6c 24 28 48 85 c9 0f 84 ae 00    00 00 48 89 cd 4c 8d 34 d6 48 83 fa 01 0f 84 1d  | ....L.l$(H........H..L.4.H...... | 
| 273a0 |  02 00 00 48 83 fa 02 0f 84 c3 00 00 00 48 85 d2    0f 84 a2 01 00 00 48 85 db 48 8d 05 78 40 03 00  | ...H.........H........H..H..x@.. | 
| 273c0 |  48 8d 0d 68 40 03 00 41 0f 9f c0 48 0f 4f c8 4c    8d 0d 58 40 03 00 45 0f b6 c0 48 8d 05 cf 44 03  | H..h@..A...H.O.L..X@..E...H...D. | 
| 273e0 |  00 49 83 c0 01 48 85 db 4c 0f 4f c8 48 83 ec 08    48 8b 05 41 3b 08 00 48 8d 15 64 45 03 00 53 48  | .I...H..L.O.H...H..A;..H..dE..SH | 
| 27400 |  8d 35 fa 21 03 00 48 8b 38 31 c0 e8 80 e3 fd ff    58 be 17 57 00 00 5a 48 8d 0d 2b 40 03 00 ba bc  | .5.!..H.81......X..W..ZH..+@.... | 
| 27420 |  0e 00 00 48 8d 3d be 31 03 00 e8 81 e6 fe ff 31    c0 48 83 c4 58 5b 5d 41 5c 41 5d 41 5e 41 5f c3  | ...H.=.1.......1.H..X[]A\A]A^A_. | 
| 27440 |  48 83 fa 01 0f 84 66 01 00 00 48 83 fa 02 0f 85    62 ff ff ff 48 8b 56 08 48 89 54 24 28 4c 8b 06  | H.....f...H.....b...H.V.H.T$(L.. | 
| 27460 |  4c 89 44 24 20 eb 28 66 0f 1f 84 00 00 00 00 00    f3 0f 6f 06 48 8b 56 08 48 8b 49 10 0f 29 44 24  | L.D$..(f..........o.H.V.H.I..)D$ | 
| 27480 |  20 48 85 c9 0f 8f 06 04 00 00 4c 8b 44 24 20 4d    8b b4 24 e8 00 00 00 41 8b 0e 83 c1 01 74 03 41  | .H........L.D$.M..$....A.....t.A | 
| 274a0 |  89 0e 4c 8b 0d a7 4d 08 00 48 83 ec 08 48 8b 0d    5c 59 08 00 49 8d 74 24 20 6a 00 48 8d 3d 2e 15  | ..L...M..H...H..\Y..I.t$.j.H.=.. | 
| 274c0 |  03 00 41 51 51 6a 00 41 51 45 31 c9 51 4c 89 f1    6a 05 ff 35 70 54 08 00 41 50 41 b8 01 00 00 00  | ..AQQj.AQE1.QL..j..5pT..APA..... | 
| 274e0 |  ff 15 82 5b 08 00 48 89 c5 49 8b 06 48 83 c4 50    48 85 ed 0f 84 47 01 00 00 85 c0 78 0d 48 83 e8  | ...[..H..I..H..PH....G.....x.H.. | 
| 27500 |  01 49 89 06 0f 84 f6 00 00 00 48 89 ef e8 be f1    ff ff 48 85 c0 0f 84 f5 00 00 00 48 8b 55 00 85  | .I........H.......H........H.U.. | 
| 27520 |  d2 0f 88 0a ff ff ff 48 83 ea 01 48 89 55 00 0f    85 fc fe ff ff 48 89 ef 48 89 04 24 e8 8f dc fd  | .......H...H.U.......H..H..$.... | 
| 27540 |  ff 48 8b 04 24 48 83 c4 58 5b 5d 41 5c 41 5d 41    5e 41 5f c3 0f 1f 40 00 4c 8b 79 10 4c 8b 05 dd  | .H..$H..X[]A\A]A^A_...@.L.y.L... | 
| 27560 |  53 08 00 31 c0 4d 85 ff 7f 13 e9 e4 02 00 00 90    48 83 c0 01 4c 39 f8 0f 84 fb 00 00 00 4c 3b 44  | S..1.M..........H...L9.......L;D | 
| 27580 |  c5 18 75 ec 4d 8b 04 c6 4c 89 44 24 20 4d 85 c0    0f 84 c6 02 00 00 49 83 ef 01 4d 85 ff 7f 32 48  | ..u.M...L.D$.M........I...M...2H | 
| 275a0 |  8b 54 24 28 e9 e6 fe ff ff 0f 1f 80 00 00 00 00    4c 89 ea e9 a5 fe ff ff 0f 1f 84 00 00 00 00 00  | .T$(............L............... | 
| 275c0 |  4c 8b 06 4c 8b 79 10 4c 89 44 24 20 4d 85 ff 7e    ce 48 8b 15 08 56 08 00 4c 89 f6 48 89 ef e8 fd  | L..L.y.L.D$.M..~.H...V..L..H.... | 
| 275e0 |  d3 fe ff 48 89 c2 48 85 c0 0f 84 01 03 00 00 48    89 44 24 28 49 8d 4f ff e9 84 fe ff ff 0f 1f 00  | ...H..H........H.D$(I.O......... | 
| 27600 |  4c 89 f7 e8 c8 db fd ff e9 fd fe ff ff 0f 1f 00    48 8d 0d 32 3e 03 00 ba f8 0e 00 00 be 5c 57 00  | L...............H..2>........\W. | 
| 27620 |  00 48 89 04 24 48 8d 3d bc 2f 03 00 e8 7f e4 fe    ff 48 8b 04 24 e9 e1 fe ff ff 66 0f 1f 44 00 00  | .H..$H.=./.......H..$.....f..D.. | 
| 27640 |  85 c0 78 0d 48 83 e8 01 49 89 06 0f 84 7f 02 00    00 48 8d 0d f1 3d 03 00 ba f3 0e 00 00 be 4e 57  | ..x.H...I........H...=........NW | 
| 27660 |  00 00 48 8d 3d 7f 2f 03 00 e8 42 e4 fe ff 31 c0    e9 bc fd ff ff 0f 1f 00 45 31 c9 49 8d 40 28 4a  | ..H.=./...B...1.........E1.I.@(J | 
| 27680 |  8b 74 cd 18 48 89 44 24 10 49 39 f0 0f 84 11 01    00 00 66 0f 1f 44 00 00 48 8b 05 31 39 08 00 49  | .t..H.D$.I9.......f..D..H..19..I | 
| 276a0 |  39 40 08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2 0f    84 fb 00 00 00 84 c0 0f 84 f3 00 00 00 49 8b 50  | 9@....H9F....................I.P | 
| 276c0 |  10 48 3b 56 10 0f 85 bd 00 00 00 48 8b 46 18 49    8b 78 18 48 39 c7 41 0f 95 c2 48 83 f8 ff 0f 95  | .H;V.......H.F.I.x.H9.A...H..... | 
| 276e0 |  c0 41 84 c2 74 0a 48 83 ff ff 0f 85 98 00 00 00    45 0f b6 58 20 44 0f b6 56 20 44 89 d8 44 89 d7  | .A..t.H.........E..X.D..V.D..D.. | 
| 27700 |  c0 e8 02 40 c0 ef 02 83 e0 07 83 e7 07 40 38 f8    75 76 41 f6 c3 20 0f 85 25 02 00 00 49 8b 78 38  | ...@.........@8.uvA.....%...I.x8 | 
| 27720 |  41 f6 c2 20 0f 85 02 02 00 00 48 8b 76 38 44 0f    b6 d0 41 83 fa 01 0f 84 18 02 00 00 41 83 fa 02  | A.........H.v8D...A.........A... | 
| 27740 |  0f 84 1b 02 00 00 44 8b 17 44 8b 1e 45 39 d3 75    37 4c 89 04 24 48 83 fa 01 74 48 0f b6 c0 4c 89  | ......D..D..E9.u7L..$H...tH...L. | 
| 27760 |  4c 24 08 48 0f af d0 e8 a4 dc fd ff 4c 8b 4c 24    08 4c 8b 04 24 85 c0 0f 94 c0 0f b6 c0 0f 84 c8  | L$.H........L.L$.L..$........... | 
| 27780 |  00 00 00 0f 1f 44 00 00 49 83 c1 01 4d 39 f9 0f    84 be 00 00 00 4a 8b 74 cd 18 49 39 f0 0f 85 f5  | .....D..I...M9.......J.t..I9.... | 
| 277a0 |  fe ff ff 4f 8b 04 ce e9 dc fd ff ff 0f 1f 40 00    4d 39 e8 75 04 84 c0 75 cf 4c 39 ee 75 04 84 d2  | ...O..........@.M9.u...u.L9.u... | 
| 277c0 |  75 c6 4c 89 c7 ba 02 00 00 00 4c 89 4c 24 08 4c    89 04 24 e8 48 da fd ff 48 89 c7 48 85 c0 74 73  | u.L.......L.L$.L..$.H...H..H..ts | 
| 277e0 |  48 3b 05 99 37 08 00 4c 8b 04 24 0f 94 c0 48 3b    3d 53 37 08 00 4c 8b 4c 24 08 0f 94 c2 08 c2 0f  | H;..7..L..$...H;=S7..L.L$....... | 
| 27800 |  85 bb 00 00 00 4c 39 ef 0f 84 b2 00 00 00 4c 89    4c 24 18 4c 89 44 24 08 48 89 3c 24 e8 bf dd fd  | .....L9.......L.L$.L.D$.H.<$.... | 
| 27820 |  ff 4c 8b 4c 24 18 4c 8b 44 24 08 48 8b 3c 24 48    8b 17 85 d2 78 0d 48 83 ea 01 48 89 17 0f 84 c5  | .L.L$.L.D$.H.<$H....x.H...H..... | 
| 27840 |  00 00 00 85 c0 0f 84 3d ff ff ff 85 c0 0f 89 50    ff ff ff 48 c7 44 24 20 00 00 00 00 e8 bf dc fd  | .......=.......P...H.D$......... | 
| 27860 |  ff 48 8d 0d c7 3b 03 00 41 b8 01 00 00 00 4c 8d    0d b9 3b 03 00 48 85 c0 0f 84 6e fb ff ff be fb  | .H...;..A.....L...;..H....n..... | 
| 27880 |  56 00 00 e9 8f fb ff ff 0f 1f 84 00 00 00 00 00    48 8d 4c 24 20 48 8d 54 24 30 49 89 d8 4c 89 f6  | V...............H.L$.H.T$0I..L.. | 
| 278a0 |  4c 8d 0d bb 40 03 00 48 89 ef e8 71 d5 fe ff 85    c0 78 2a 4c 8b 44 24 20 e9 e2 fc ff ff 0f 1f 00  | L...@..H...q.....x*L.D$......... | 
| 278c0 |  0f b6 c0 e9 67 ff ff ff 0f 1f 84 00 00 00 00 00    4c 89 f7 e8 f8 d8 fd ff e9 74 fd ff ff be 07 57  | ....g...........L........t.....W | 
| 278e0 |  00 00 e9 30 fb ff ff 66 0f 1f 84 00 00 00 00 00    e8 2b dc fd ff 48 85 c0 74 96 be 02 57 00 00 e9  | ...0...f.........+...H..t...W... | 
| 27900 |  13 fb ff ff 0f 1f 40 00 89 44 24 18 4c 89 4c 24    08 4c 89 04 24 e8 b6 d8 fd ff 8b 44 24 18 4c 8b  | ......@..D$.L.L$.L..$......D$.L. | 
| 27920 |  4c 24 08 4c 8b 04 24 e9 17 ff ff ff 4c 8d 5e 28    48 83 c6 38 41 83 e2 40 49 0f 45 f3 e9 ed fd ff  | L$.L..$.....L.^(H..8A..@I.E..... | 
| 27940 |  ff 49 8d 78 38 41 83 e3 40 48 0f 45 7c 24 10 e9    cc fd ff ff 44 0f b6 17 44 0f b6 1e e9 eb fd ff  | .I.x8A..@H.E|$......D...D....... | 
| 27960 |  ff 44 0f b7 17 44 0f b7 1e e9 de fd ff ff 66 90    41 57 48 8d 05 07 49 08 00 41 56 41 55 41 54 49  | .D...D........f.AWH...I..AVAUATI | 
| 27980 |  89 fc 55 53 48 89 d3 48 83 ec 58 4c 8b 2d e6 35    08 00 48 89 44 24 30 48 05 60 09 00 00 48 c7 44  | ..USH..H..XL.-.5..H.D$0H.`...H.D | 
| 279a0 |  24 20 00 00 00 00 48 89 44 24 38 48 c7 44 24 40    00 00 00 00 4c 89 6c 24 28 48 85 c9 0f 84 ae 00  | $.....H.D$8H.D$@....L.l$(H...... | 
| 279c0 |  00 00 48 89 cd 4c 8d 34 d6 48 83 fa 01 0f 84 1d    02 00 00 48 83 fa 02 0f 84 c3 00 00 00 48 85 d2  | ..H..L.4.H.........H.........H.. | 
| 279e0 |  0f 84 a2 01 00 00 48 85 db 48 8d 05 48 3a 03 00    48 8d 0d 38 3a 03 00 41 0f 9f c0 48 0f 4f c8 4c  | ......H..H..H:..H..8:..A...H.O.L | 
| 27a00 |  8d 0d 28 3a 03 00 45 0f b6 c0 48 8d 05 9f 3e 03    00 49 83 c0 01 48 85 db 4c 0f 4f c8 48 83 ec 08  | ..(:..E...H...>..I...H..L.O.H... | 
| 27a20 |  48 8b 05 11 35 08 00 48 8d 15 84 3e 03 00 53 48    8d 35 ca 1b 03 00 48 8b 38 31 c0 e8 50 dd fd ff  | H...5..H...>..SH.5....H.81..P... | 
| 27a40 |  58 be 5a 56 00 00 5a 48 8d 0d fb 39 03 00 ba 5c    0e 00 00 48 8d 3d be 2b 03 00 e8 51 e0 fe ff 31  | X.ZV..ZH...9...\...H.=.+...Q...1 | 
| 27a60 |  c0 48 83 c4 58 5b 5d 41 5c 41 5d 41 5e 41 5f c3    48 83 fa 01 0f 84 66 01 00 00 48 83 fa 02 0f 85  | .H..X[]A\A]A^A_.H.....f...H..... | 
| 27a80 |  62 ff ff ff 48 8b 56 08 48 89 54 24 28 4c 8b 06    4c 89 44 24 20 eb 28 66 0f 1f 84 00 00 00 00 00  | b...H.V.H.T$(L..L.D$..(f........ | 
| 27aa0 |  f3 0f 6f 06 48 8b 56 08 48 8b 49 10 0f 29 44 24    20 48 85 c9 0f 8f 06 04 00 00 4c 8b 44 24 20 4d  | ..o.H.V.H.I..)D$.H........L.D$.M | 
| 27ac0 |  8b b4 24 e8 00 00 00 41 8b 0e 83 c1 01 74 03 41    89 0e 4c 8b 0d 77 47 08 00 48 83 ec 08 48 8b 0d  | ..$....A.....t.A..L..wG..H...H.. | 
| 27ae0 |  2c 53 08 00 49 8d 74 24 20 6a 00 48 8d 3d ee 0e    03 00 41 51 51 6a 00 41 51 45 31 c9 51 4c 89 f1  | ,S..I.t$.j.H.=....AQQj.AQE1.QL.. | 
| 27b00 |  6a 07 ff 35 80 47 08 00 41 50 41 b8 01 00 00 00    ff 15 52 55 08 00 48 89 c5 49 8b 06 48 83 c4 50  | j..5.G..APA.......RU..H..I..H..P | 
| 27b20 |  48 85 ed 0f 84 47 01 00 00 85 c0 78 0d 48 83 e8    01 49 89 06 0f 84 f6 00 00 00 48 89 ef e8 8e eb  | H....G.....x.H...I........H..... | 
| 27b40 |  ff ff 48 85 c0 0f 84 f5 00 00 00 48 8b 55 00 85    d2 0f 88 0a ff ff ff 48 83 ea 01 48 89 55 00 0f  | ..H........H.U.........H...H.U.. | 
| 27b60 |  85 fc fe ff ff 48 89 ef 48 89 04 24 e8 5f d6 fd    ff 48 8b 04 24 48 83 c4 58 5b 5d 41 5c 41 5d 41  | .....H..H..$._...H..$H..X[]A\A]A | 
| 27b80 |  5e 41 5f c3 0f 1f 40 00 4c 8b 79 10 4c 8b 05 ed    46 08 00 31 c0 4d 85 ff 7f 13 e9 e4 02 00 00 90  | ^A_...@.L.y.L...F..1.M.......... | 
| 27ba0 |  48 83 c0 01 4c 39 f8 0f 84 fb 00 00 00 4c 3b 44    c5 18 75 ec 4d 8b 04 c6 4c 89 44 24 20 4d 85 c0  | H...L9.......L;D..u.M...L.D$.M.. | 
| 27bc0 |  0f 84 c6 02 00 00 49 83 ef 01 4d 85 ff 7f 32 48    8b 54 24 28 e9 e6 fe ff ff 0f 1f 80 00 00 00 00  | ......I...M...2H.T$(............ | 
| 27be0 |  4c 89 ea e9 a5 fe ff ff 0f 1f 84 00 00 00 00 00    4c 8b 06 4c 8b 79 10 4c 89 44 24 20 4d 85 ff 7e  | L...............L..L.y.L.D$.M..~ | 
| 27c00 |  ce 48 8b 15 d8 4f 08 00 4c 89 f6 48 89 ef e8 cd    cd fe ff 48 89 c2 48 85 c0 0f 84 01 03 00 00 48  | .H...O..L..H.......H..H........H | 
| 27c20 |  89 44 24 28 49 8d 4f ff e9 84 fe ff ff 0f 1f 00    4c 89 f7 e8 98 d5 fd ff e9 fd fe ff ff 0f 1f 00  | .D$(I.O.........L............... | 
| 27c40 |  48 8d 0d 02 38 03 00 ba ba 0e 00 00 be 9f 56 00    00 48 89 04 24 48 8d 3d bc 29 03 00 e8 4f de fe  | H...8.........V..H..$H.=.)...O.. | 
| 27c60 |  ff 48 8b 04 24 e9 e1 fe ff ff 66 0f 1f 44 00 00    85 c0 78 0d 48 83 e8 01 49 89 06 0f 84 7f 02 00  | .H..$.....f..D....x.H...I....... | 
| 27c80 |  00 48 8d 0d c1 37 03 00 ba b5 0e 00 00 be 91 56    00 00 48 8d 3d 7f 29 03 00 e8 12 de fe ff 31 c0  | .H...7.........V..H.=.).......1. | 
| 27ca0 |  e9 bc fd ff ff 0f 1f 00 45 31 c9 49 8d 40 28 4a    8b 74 cd 18 48 89 44 24 10 49 39 f0 0f 84 11 01  | ........E1.I.@(J.t..H.D$.I9..... | 
| 27cc0 |  00 00 66 0f 1f 44 00 00 48 8b 05 01 33 08 00 49    39 40 08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2 0f  | ..f..D..H...3..I9@....H9F....... | 
| 27ce0 |  84 fb 00 00 00 84 c0 0f 84 f3 00 00 00 49 8b 50    10 48 3b 56 10 0f 85 bd 00 00 00 48 8b 46 18 49  | .............I.P.H;V.......H.F.I | 
| 27d00 |  8b 78 18 48 39 c7 41 0f 95 c2 48 83 f8 ff 0f 95    c0 41 84 c2 74 0a 48 83 ff ff 0f 85 98 00 00 00  | .x.H9.A...H......A..t.H......... | 
| 27d20 |  45 0f b6 58 20 44 0f b6 56 20 44 89 d8 44 89 d7    c0 e8 02 40 c0 ef 02 83 e0 07 83 e7 07 40 38 f8  | E..X.D..V.D..D.....@.........@8. | 
| 27d40 |  75 76 41 f6 c3 20 0f 85 25 02 00 00 49 8b 78 38    41 f6 c2 20 0f 85 02 02 00 00 48 8b 76 38 44 0f  | uvA.....%...I.x8A.........H.v8D. | 
| 27d60 |  b6 d0 41 83 fa 01 0f 84 18 02 00 00 41 83 fa 02    0f 84 1b 02 00 00 44 8b 17 44 8b 1e 45 39 d3 75  | ..A.........A.........D..D..E9.u | 
| 27d80 |  37 4c 89 04 24 48 83 fa 01 74 48 0f b6 c0 4c 89    4c 24 08 48 0f af d0 e8 74 d6 fd ff 4c 8b 4c 24  | 7L..$H...tH...L.L$.H....t...L.L$ | 
| 27da0 |  08 4c 8b 04 24 85 c0 0f 94 c0 0f b6 c0 0f 84 c8    00 00 00 0f 1f 44 00 00 49 83 c1 01 4d 39 f9 0f  | .L..$................D..I...M9.. | 
| 27dc0 |  84 be 00 00 00 4a 8b 74 cd 18 49 39 f0 0f 85 f5    fe ff ff 4f 8b 04 ce e9 dc fd ff ff 0f 1f 40 00  | .....J.t..I9.......O..........@. | 
| 27de0 |  4d 39 e8 75 04 84 c0 75 cf 4c 39 ee 75 04 84 d2    75 c6 4c 89 c7 ba 02 00 00 00 4c 89 4c 24 08 4c  | M9.u...u.L9.u...u.L.......L.L$.L | 
| 27e00 |  89 04 24 e8 18 d4 fd ff 48 89 c7 48 85 c0 74 73    48 3b 05 69 31 08 00 4c 8b 04 24 0f 94 c0 48 3b  | ..$.....H..H..tsH;.i1..L..$...H; | 
| 27e20 |  3d 23 31 08 00 4c 8b 4c 24 08 0f 94 c2 08 c2 0f    85 bb 00 00 00 4c 39 ef 0f 84 b2 00 00 00 4c 89  | =#1..L.L$............L9.......L. | 
| 27e40 |  4c 24 18 4c 89 44 24 08 48 89 3c 24 e8 8f d7 fd    ff 4c 8b 4c 24 18 4c 8b 44 24 08 48 8b 3c 24 48  | L$.L.D$.H.<$.....L.L$.L.D$.H.<$H | 
| 27e60 |  8b 17 85 d2 78 0d 48 83 ea 01 48 89 17 0f 84 c5    00 00 00 85 c0 0f 84 3d ff ff ff 85 c0 0f 89 50  | ....x.H...H............=.......P | 
| 27e80 |  ff ff ff 48 c7 44 24 20 00 00 00 00 e8 8f d6 fd    ff 48 8d 0d 97 35 03 00 41 b8 01 00 00 00 4c 8d  | ...H.D$..........H...5..A.....L. | 
| 27ea0 |  0d 89 35 03 00 48 85 c0 0f 84 6e fb ff ff be 3e    56 00 00 e9 8f fb ff ff 0f 1f 84 00 00 00 00 00  | ..5..H....n....>V............... | 
| 27ec0 |  48 8d 4c 24 20 48 8d 54 24 30 49 89 d8 4c 89 f6    4c 8d 0d db 39 03 00 48 89 ef e8 41 cf fe ff 85  | H.L$.H.T$0I..L..L...9..H...A.... | 
| 27ee0 |  c0 78 2a 4c 8b 44 24 20 e9 e2 fc ff ff 0f 1f 00    0f b6 c0 e9 67 ff ff ff 0f 1f 84 00 00 00 00 00  | .x*L.D$.............g........... | 
| 27f00 |  4c 89 f7 e8 c8 d2 fd ff e9 74 fd ff ff be 4a 56    00 00 e9 30 fb ff ff 66 0f 1f 84 00 00 00 00 00  | L........t....JV...0...f........ | 
| 27f20 |  e8 fb d5 fd ff 48 85 c0 74 96 be 45 56 00 00 e9    13 fb ff ff 0f 1f 40 00 89 44 24 18 4c 89 4c 24  | .....H..t..EV.........@..D$.L.L$ | 
| 27f40 |  08 4c 89 04 24 e8 86 d2 fd ff 8b 44 24 18 4c 8b    4c 24 08 4c 8b 04 24 e9 17 ff ff ff 4c 8d 5e 28  | .L..$......D$.L.L$.L..$.....L.^( | 
| 27f60 |  48 83 c6 38 41 83 e2 40 49 0f 45 f3 e9 ed fd ff    ff 49 8d 78 38 41 83 e3 40 48 0f 45 7c 24 10 e9  | H..8A..@I.E......I.x8A..@H.E|$.. | 
| 27f80 |  cc fd ff ff 44 0f b6 17 44 0f b6 1e e9 eb fd ff    ff 44 0f b7 17 44 0f b7 1e e9 de fd ff ff 66 90  | ....D...D........D...D........f. | 
| 27fa0 |  41 56 48 8d 05 0f 47 08 00 41 55 41 54 55 48 89    fd 53 48 89 d3 48 83 ec 40 48 8b 15 b8 2f 08 00  | AVH...G..AUATUH..SH..H..@H.../.. | 
| 27fc0 |  48 89 44 24 20 48 05 28 05 00 00 48 89 44 24 28    48 8b 05 41 4e 08 00 48 c7 44 24 30 00 00 00 00  | H.D$.H.(...H.D$(H..AN..H.D$0.... | 
| 27fe0 |  48 89 44 24 10 48 89 54 24 18 48 85 c9 0f 84 a5    00 00 00 49 89 cc 4c 8d 2c de 48 83 fb 01 0f 84  | H.D$.H.T$.H........I..L.,.H..... | 
| 28000 |  2c 02 00 00 48 83 fb 02 0f 84 72 01 00 00 48 85    db 0f 84 91 01 00 00 48 85 db 48 8d 05 17 34 03  | ,...H.....r...H........H..H...4. | 
| 28020 |  00 49 89 d8 48 8d 0d 04 34 03 00 48 8d 15 85 38    03 00 48 0f 49 c8 48 83 ec 08 48 8b 05 f7 2e 08  | .I..H...4..H...8..H.I.H...H..... | 
| 28040 |  00 49 c1 f8 3f 53 49 f7 d0 48 8d 35 b0 15 03 00    48 8b 38 4c 8d 0d 56 38 03 00 41 83 e0 02 31 c0  | .I..?SI..H.5....H.8L..V8..A...1. | 
| 28060 |  e8 2b d7 fd ff 58 be 9d 55 00 00 5a 48 8d 0d d6    33 03 00 ba 09 0e 00 00 48 8d 3d c1 25 03 00 e8  | .+...X..U..ZH...3.......H.=.%... | 
| 28080 |  2c da fe ff 31 c0 48 83 c4 40 5b 5d 41 5c 41 5d    41 5e c3 0f 1f 44 00 00 48 83 fb 01 0f 84 26 02  | ,...1.H..@[]A\A]A^...D..H.....&. | 
| 280a0 |  00 00 48 83 fb 02 0f 84 64 01 00 00 48 85 db 0f    85 62 ff ff ff 49 89 d2 4c 8b a5 e8 00 00 00 41  | ..H.....d...H....b...I..L......A | 
| 280c0 |  8b 14 24 83 c2 01 74 04 41 89 14 24 48 8b 0d 7d    41 08 00 48 83 ec 08 48 8d 75 20 45 31 c9 48 8b  | ..$...t.A..$H..}A..H...H.u.E1.H. | 
| 280e0 |  15 2b 4d 08 00 6a 00 41 b8 01 00 00 00 51 48 8d    3d db 08 03 00 52 6a 00 51 4c 89 e1 52 4c 89 d2  | .+M..j.A.....QH.=....Rj.QL..RL.. | 
| 28100 |  6a 0a ff 35 b8 45 08 00 50 ff 15 59 4f 08 00 48    89 c5 49 8b 04 24 48 83 c4 50 48 85 ed 0f 84 6d  | j..5.E..P..YO..H..I..$H..PH....m | 
| 28120 |  01 00 00 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f    84 1b 01 00 00 48 89 ef e8 93 e5 ff ff 48 85 c0  | .....x.H...I..$......H.......H.. | 
| 28140 |  0f 84 1a 01 00 00 48 8b 55 00 85 d2 0f 88 34 ff    ff ff 48 83 ea 01 48 89 55 00 0f 85 26 ff ff ff  | ......H.U.....4...H...H.U...&... | 
| 28160 |  48 89 ef 48 89 44 24 08 e8 63 d0 fd ff 48 8b 44    24 08 48 83 c4 40 5b 5d 41 5c 41 5d 41 5e c3 90  | H..H.D$..c...H.D$.H..@[]A\A]A^.. | 
| 28180 |  f3 0f 6f 06 4c 8b 56 08 4c 8b 71 10 0f 29 44 24    10 4d 85 f6 0f 8f 36 01 00 00 48 8b 44 24 10 e9  | ..o.L.V.L.q..)D$.M....6...H.D$.. | 
| 281a0 |  14 ff ff ff 0f 1f 40 00 4c 8b 71 10 4d 85 f6 0f    8e 00 ff ff ff 48 8b 15 fc 44 08 00 4c 89 ee 4c  | ......@.L.q.M........H...D..L..L | 
| 281c0 |  89 e7 e8 19 c8 fe ff 48 85 c0 0f 84 60 01 00 00    49 83 ee 01 48 89 44 24 10 4d 85 f6 7e 63 48 8b  | .......H....`...I...H.D$.M..~cH. | 
| 281e0 |  15 fb 49 08 00 4c 89 ee 4c 89 e7 e8 f0 c7 fe ff    49 89 c2 48 85 c0 0f 84 1c 01 00 00 48 89 44 24  | ..I..L..L.......I..H........H.D$ | 
| 28200 |  18 49 83 ee 01 eb 8a 66 0f 1f 84 00 00 00 00 00    4c 8b 56 08 4c 89 54 24 18 48 8b 06 48 89 44 24  | .I.....f........L.V.L.T$.H..H.D$ | 
| 28220 |  10 e9 92 fe ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 8b 06 4c 8b 71 10 48 89 44 24 10 4d 85 f6 7f  | ......f.........H..L.q.H.D$.M... | 
| 28240 |  9d 4c 8b 54 24 18 e9 6d fe ff ff 0f 1f 44 00 00    4c 89 e7 e8 78 cf fd ff e9 d8 fe ff ff 0f 1f 00  | .L.T$..m.....D..L...x........... | 
| 28260 |  ba 5a 0e 00 00 48 8d 0d dd 31 03 00 be e2 55 00    00 48 89 44 24 08 48 8d 3d c3 23 03 00 e8 2e d8  | .Z...H...1....U..H.D$.H.=.#..... | 
| 28280 |  fe ff 48 8b 44 24 08 e9 ba fe ff ff 0f 1f 40 00    85 c0 78 0a 48 83 e8 01 49 89 04 24 74 62 48 8d  | ..H.D$........@...x.H...I..$tbH. | 
| 282a0 |  0d a4 31 03 00 ba 55 0e 00 00 be d4 55 00 00 48    8d 3d 8a 23 03 00 e8 f5 d7 fe ff 31 c0 e9 c4 fd  | ..1...U.....U..H.=.#.......1.... | 
| 282c0 |  ff ff 66 0f 1f 44 00 00 49 89 d2 e9 49 ff ff ff    48 8d 4c 24 10 48 8d 54 24 20 49 89 d8 4c 89 ee  | ..f..D..I...I...H.L$.H.T$.I..L.. | 
| 282e0 |  4c 8d 0d d0 35 03 00 4c 89 e7 e8 31 cb fe ff 85    c0 78 17 48 8b 44 24 10 e9 44 ff ff ff 0f 1f 00  | L...5..L...1.....x.H.D$..D...... | 
| 28300 |  4c 89 e7 e8 c8 ce fd ff eb 94 be 8c 55 00 00 e9    58 fd ff ff 0f 1f 40 00 e8 03 d2 fd ff 48 85 c0  | L...........U...X.....@......H.. | 
| 28320 |  74 ae be 87 55 00 00 e9 40 fd ff ff 0f 1f 40 00    e8 eb d1 fd ff 48 85 c0 0f 84 a0 fe ff ff be 80  | t...U...@.....@......H.......... | 
| 28340 |  55 00 00 e9 24 fd ff ff 0f 1f 84 00 00 00 00 00    41 57 48 8d 05 e7 45 08 00 66 0f ef c0 41 56 66  | U...$...........AWH...E..f...AVf | 
| 28360 |  48 0f 6e c8 41 55 41 54 49 89 fc 48 8d b8 e0 fe    ff ff 48 05 a0 02 00 00 55 53 48 89 d3 48 83 ec  | H.n.AUATI..H......H.....USH..H.. | 
| 28380 |  78 48 89 44 24 60 48 8b 05 83 29 08 00 0f 29 44    24 30 66 48 0f 6e c7 66 0f 6c c1 48 89 44 24 40  | xH.D$`H...)...)D$0fH.n.f.l.H.D$@ | 
| 283a0 |  48 c7 44 24 68 00 00 00 00 0f 29 44 24 50 48 85    c9 0f 84 89 01 00 00 48 89 cd 4c 8d 3c d6 48 83  | H.D$h.....)D$PH........H..L.<.H. | 
| 283c0 |  fa 02 0f 84 d8 02 00 00 7f 76 48 85 d2 0f 84 a5    01 00 00 48 83 fa 01 0f 85 da 06 00 00 48 8b 06  | .........vH........H.........H.. | 
| 283e0 |  48 8b 49 10 48 89 44 24 30 49 89 c8 4c 8b 2d 4d    45 08 00 4d 85 c0 0f 8e f1 03 00 00 31 c0 eb 0d  | H.I.H.D$0I..L.-ME..M........1... | 
| 28400 |  48 83 c0 01 4c 39 c0 0f 84 b3 02 00 00 4c 3b 6c    c5 18 75 ec 49 8b 14 c7 48 89 54 24 38 48 85 d2  | H...L9.......L;l..u.I...H.T$8H.. | 
| 28420 |  0f 84 d0 03 00 00 4c 8d 69 ff 4d 85 ed 0f 8f 2d    02 00 00 48 8b 4c 24 30 4c 8b 54 24 40 eb 41 90  | ......L.i.M....-...H.L$0L.T$@.A. | 
| 28440 |  48 83 fa 03 0f 85 6e 01 00 00 48 8b 46 10 48 8b    49 10 48 89 44 24 40 48 8b 46 08 48 89 44 24 38  | H.....n...H.F.H.I.H.D$@H.F.H.D$8 | 
| 28460 |  48 8b 06 48 89 44 24 30 48 85 c9 0f 8f 3f 05 00    00 48 8b 4c 24 30 48 8b 54 24 38 4c 8b 54 24 40  | H..H.D$0H....?...H.L$0H.T$8L.T$@ | 
| 28480 |  4d 8b ac 24 e8 00 00 00 41 8b 45 00 83 c0 01 74    04 41 89 45 00 48 83 ec 08 48 8d 3d 40 fa 02 00  | M..$....A.E....t.A.E.H...H.=@... | 
| 284a0 |  49 8d 74 24 48 45 31 c9 6a 00 41 b8 02 00 00 00    ff 35 9a 3d 08 00 ff 35 54 49 08 00 6a 04 ff 35  | I.t$HE1.j.A......5.=...5TI..j..5 | 
| 284c0 |  84 44 08 00 52 4c 89 d2 6a 02 ff 35 58 43 08 00    51 4c 89 e9 ff 15 8e 4b 08 00 48 89 c5 49 8b 45  | .D..RL..j..5XC..QL.....K..H..I.E | 
| 284e0 |  00 48 83 c4 50 48 85 ed 0f 84 82 04 00 00 85 c0    78 0e 48 83 e8 01 49 89 45 00 0f 84 90 01 00 00  | .H..PH..........x.H...I.E....... | 
| 28500 |  48 89 ef e8 c8 e1 ff ff 48 85 c0 0f 84 2f 04 00    00 48 8b 55 00 85 d2 78 0e 48 83 ea 01 48 89 55  | H.......H..../...H.U...x.H...H.U | 
| 28520 |  00 0f 84 f1 03 00 00 48 83 c4 78 5b 5d 41 5c 41    5d 41 5e 41 5f c3 66 2e 0f 1f 84 00 00 00 00 00  | .......H..x[]A\A]A^A_.f......... | 
| 28540 |  48 83 fa 02 0f 84 06 01 00 00 48 83 fa 03 0f 85    cc 00 00 00 4c 8b 56 10 4c 89 54 24 40 f3 0f 6f  | H.........H.........L.V.L.T$@..o | 
| 28560 |  16 48 8b 56 08 48 8b 0e 0f 29 54 24 30 e9 0e ff    ff ff 66 0f 1f 44 00 00 48 8b 49 10 48 8b 15 9d  | .H.V.H...)T$0.....f..D..H.I.H... | 
| 28580 |  42 08 00 4c 89 fe 48 89 ef 48 89 4c 24 08 e8 4d    c4 fe ff 48 8b 4c 24 08 48 85 c0 48 89 44 24 30  | B..L..H..H.L$..M...H.L$.H..H.D$0 | 
| 285a0 |  0f 84 07 05 00 00 4c 8b 45 10 48 83 e9 01 e9 39    fe ff ff 0f 1f 44 00 00 48 8d 0d 79 2e 03 00 41  | ......L.E.H....9.....D..H..y...A | 
| 285c0 |  b8 03 00 00 00 48 83 ec 08 48 8b 05 68 29 08 00    48 8d 15 e8 32 03 00 48 8d 35 22 10 03 00 53 4c  | .....H...H..h)..H...2..H.5"...SL | 
| 285e0 |  8d 0d ca 32 03 00 48 8b 38 31 c0 e8 a0 d1 fd ff    58 be df 54 00 00 5a 48 8d 0d 4b 2e 03 00 ba b1  | ...2..H.81......X..T..ZH..K..... | 
| 28600 |  0d 00 00 48 8d 3d 5e 20 03 00 e8 a1 d4 fe ff 48    83 c4 78 31 c0 5b 5d 41 5c 41 5d 41 5e 41 5f c3  | ...H.=^........H..x1.[]A\A]A^A_. | 
| 28620 |  48 83 fa 02 48 8d 0d 04 2e 03 00 48 8d 05 06 2e    03 00 41 0f 9d c0 48 0f 4d c8 45 0f b6 c0 49 83  | H...H......H......A...H.M.E...I. | 
| 28640 |  c0 02 e9 7e ff ff ff 66 0f 1f 84 00 00 00 00 00    4c 8b 15 21 29 08 00 e9 01 ff ff ff 0f 1f 40 00  | ...~...f........L..!).........@. | 
| 28660 |  48 8b 15 79 45 08 00 4c 89 fe 48 89 ef e8 6e c3    fe ff 48 85 c0 0f 84 05 04 00 00 48 89 44 24 40  | H..yE..L..H...n...H........H.D$@ | 
| 28680 |  49 8d 4d ff e9 df fd ff ff 0f 1f 80 00 00 00 00    4c 89 ef e8 38 cb fd ff e9 63 fe ff ff 0f 1f 00  | I.M.............L...8....c...... | 
| 286a0 |  48 8b 56 08 48 8b 06 4c 8b 69 10 48 89 54 24 38    48 89 44 24 30 e9 70 fd ff ff 66 0f 1f 44 00 00  | H.V.H..L.i.H.T$8H.D$0.p...f..D.. | 
| 286c0 |  45 31 c9 49 8d 45 28 4a 8b 74 cd 18 48 89 44 24    20 49 39 f5 0f 84 31 02 00 00 66 0f 1f 44 00 00  | E1.I.E(J.t..H.D$.I9...1...f..D.. | 
| 286e0 |  48 8b 05 e9 28 08 00 49 39 45 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 53 01 00 00 84 c0 0f  | H...(..I9E....H9F........S...... | 
| 28700 |  84 4b 01 00 00 49 8b 55 10 48 3b 56 10 0f 85 dd    01 00 00 48 8b 46 18 49 8b 7d 18 48 39 c7 41 0f  | .K...I.U.H;V.......H.F.I.}.H9.A. | 
| 28720 |  95 c3 48 83 f8 ff 0f 95 c0 41 84 c3 74 0a 48 83    ff ff 0f 85 b8 01 00 00 45 0f b6 75 20 44 0f b6  | ..H......A..t.H.........E..u.D.. | 
| 28740 |  5e 20 44 89 f0 44 89 df c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 92 01 00 00 41 f6  | ^.D..D.....@.........@8.......A. | 
| 28760 |  c6 20 0f 85 c2 02 00 00 49 8b 7d 38 41 f6 c3 20    0f 85 22 03 00 00 48 8b 76 38 44 0f b6 d8 41 83  | ........I.}8A....."...H.v8D...A. | 
| 28780 |  fb 01 0f 84 41 03 00 00 41 83 fb 02 0f 84 44 03    00 00 44 8b 1f 44 8b 36 45 39 de 0f 85 4f 01 00  | ....A...A.....D...D..D.6E9...O.. | 
| 287a0 |  00 4c 89 44 24 08 48 83 fa 01 0f 84 5b 01 00 00    0f b6 c0 4c 89 4c 24 18 45 31 f6 48 0f af d0 48  | .L.D$.H.....[......L.L$.E1.H...H | 
| 287c0 |  89 4c 24 10 e8 47 cc fd ff 48 8b 4c 24 10 4c 8b    4c 24 18 85 c0 4c 8b 44 24 08 41 0f 94 c6 0f 85  | .L$..G...H.L$.L.L$...L.D$.A..... | 
| 287e0 |  0c 01 00 00 45 85 f6 0f 89 1e 01 00 00 48 c7 44    24 38 00 00 00 00 e8 25 cd fd ff 48 85 c0 0f 85  | ....E........H.D$8.....%...H.... | 
| 28800 |  39 02 00 00 48 83 ec 08 48 8b 05 29 27 08 00 48    8d 0d 19 2c 03 00 48 8d 35 e3 0d 03 00 6a 01 4c  | 9...H...H..)'..H...,..H.5....j.L | 
| 28820 |  8d 0d 8a 30 03 00 41 b8 02 00 00 00 48 8d 15 8c    30 03 00 48 8b 38 31 c0 e8 53 cf fd ff 59 5e be  | ...0..A.....H...0..H.81..S...Y^. | 
| 28840 |  c1 54 00 00 e9 ae fd ff ff 0f 1f 80 00 00 00 00    4c 8b 35 21 27 08 00 4d 39 f5 75 08 84 c0 0f 85  | .T..............L.5!'..M9.u..... | 
| 28860 |  8c 00 00 00 4c 39 f6 75 08 84 d2 0f 85 7f 00 00    00 4c 89 ef ba 02 00 00 00 4c 89 4c 24 18 4c 89  | ....L9.u.........L.......L.L$.L. | 
| 28880 |  44 24 10 48 89 4c 24 08 e8 93 c9 fd ff 48 89 c7    48 85 c0 0f 84 54 ff ff ff 48 3b 05 e0 26 08 00  | D$.H.L$......H..H....T...H;..&.. | 
| 288a0 |  48 8b 4c 24 08 0f 94 c0 48 3b 3d 99 26 08 00 4c    8b 44 24 10 0f 94 c2 4c 8b 4c 24 18 08 c2 75 09  | H.L$....H;=.&..L.D$....L.L$...u. | 
| 288c0 |  4c 39 f7 0f 85 1f 01 00 00 44 0f b6 f0 48 8b 07    85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 6f 01 00  | L9.......D...H....x.H...H....o.. | 
| 288e0 |  00 45 85 f6 0f 85 fa fe ff ff 66 0f 1f 44 00 00    49 83 c1 01 4d 39 c1 0f 84 f0 fe ff ff 4a 8b 74  | .E........f..D..I...M9.......J.t | 
| 28900 |  cd 18 49 39 f5 0f 85 d5 fd ff ff 4b 8b 14 cf e9    04 fb ff ff 0f 1f 40 00 48 89 ef 48 89 44 24 08  | ..I9.......K..........@.H..H.D$. | 
| 28920 |  e8 ab c8 fd ff 48 8b 44 24 08 48 83 c4 78 5b 5d    41 5c 41 5d 41 5e 41 5f c3 0f 1f 80 00 00 00 00  | .....H.D$.H..x[]A\A]A^A_........ | 
| 28940 |  ba 07 0e 00 00 48 8d 0d fd 2a 03 00 be 24 55 00    00 48 89 44 24 08 48 8d 3d 0b 1d 03 00 e8 4e d1  | .....H...*...$U..H.D$.H.=.....N. | 
| 28960 |  fe ff 48 8b 44 24 08 e9 a5 fb ff ff 0f 1f 40 00    85 c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 9b 00  | ..H.D$........@...x.H...I.E..... | 
| 28980 |  00 00 48 8d 0d c0 2a 03 00 ba 02 0e 00 00 be 16    55 00 00 48 8d 3d ce 1c 03 00 e8 11 d1 fe ff 31  | ..H...*.........U..H.=.........1 | 
| 289a0 |  c0 e9 81 fb ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 8d 4c 24 30 48 8d 54 24 50 49 89 d8 4c 89 fe  | ......f.........H.L$0H.T$PI..L.. | 
| 289c0 |  4c 8d 0d f8 2e 03 00 48 89 ef e8 51 c4 fe ff 85    c0 0f 89 9a fa ff ff be cd 54 00 00 e9 16 fc ff  | L......H...Q.............T...... | 
| 289e0 |  ff 0f 1f 80 00 00 00 00 4c 89 4c 24 28 4c 89 44    24 18 48 89 4c 24 10 48 89 7c 24 08 e8 df cb fd  | ........L.L$(L.D$.H.L$.H.|$..... | 
| 28a00 |  ff 4c 8b 4c 24 28 4c 8b 44 24 18 48 8b 4c 24 10    48 8b 7c 24 08 41 89 c6 e9 b0 fe ff ff 4c 89 ef  | .L.L$(L.D$.H.L$.H.|$.A.......L.. | 
| 28a20 |  e8 ab c7 fd ff e9 58 ff ff ff 49 8d 7d 38 41 83    e6 40 48 0f 45 7c 24 20 e9 2f fd ff ff be bf 54  | ......X...I.}8A..@H.E|$../.....T | 
| 28a40 |  00 00 e9 b0 fb ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 4c 24 18 4c 89 44 24 10 48 89 4c 24 08 e8  | .......f........L.L$.L.D$.H.L$.. | 
| 28a60 |  6c c7 fd ff 4c 8b 4c 24 18 4c 8b 44 24 10 48 8b    4c 24 08 e9 69 fe ff ff 0f 1f 84 00 00 00 00 00  | l...L.L$.L.D$.H.L$..i........... | 
| 28a80 |  e8 9b ca fd ff 48 85 c0 0f 84 22 ff ff ff be c8    54 00 00 e9 5f fb ff ff 4c 8d 76 28 48 83 c6 38  | .....H....".....T..._...L.v(H..8 | 
| 28aa0 |  41 83 e3 40 49 0f 45 f6 e9 cd fc ff ff e8 6e ca    fd ff 48 85 c0 75 2c 48 8d 0d 71 29 03 00 41 b8  | A..@I.E.......n...H..u,H..q)..A. | 
| 28ac0 |  02 00 00 00 e9 fc fa ff ff 44 0f b6 1f 44 0f b6    36 e9 c2 fc ff ff 44 0f b7 1f 44 0f b7 36 e9 b5  | .........D...D..6.....D...D..6.. | 
| 28ae0 |  fc ff ff be b7 54 00 00 e9 0a fb ff ff 0f 1f 00    41 57 48 8d 05 5f 40 08 00 41 56 49 89 fe 41 55  | .....T..........AWH.._@..AVI..AU | 
| 28b00 |  41 54 55 53 48 89 d3 48 83 ec 38 4c 8b 2d 66 24    08 00 48 89 44 24 20 48 c7 44 24 28 00 00 00 00  | ATUSH..H..8L.-f$..H.D$.H.D$(.... | 
| 28b20 |  4c 89 6c 24 18 48 85 c9 0f 84 12 02 00 00 48 89    cd 4c 8d 14 d6 48 85 d2 0f 84 a2 02 00 00 48 83  | L.l$.H........H..L...H........H. | 
| 28b40 |  fa 01 0f 85 0b 02 00 00 4c 8b 3e 48 8b 41 10 4c    89 7c 24 18 48 85 c0 0f 8f 9b 05 00 00 4d 8b 66  | ........L.>H.A.L.|$.H........M.f | 
| 28b60 |  18 41 8b 04 24 83 c0 01 74 04 41 89 04 24 48 8b    1d db 34 08 00 48 8b 3d c4 33 08 00 48 8b 53 18  | .A..$...t.A..$H...4..H.=.3..H.S. | 
| 28b80 |  48 89 de e8 d8 c9 fd ff 48 89 c5 48 85 c0 0f 84    2c 04 00 00 8b 00 83 c0 01 74 03 89 45 00 48 89  | H.......H..H....,........t..E.H. | 
| 28ba0 |  ee 4c 89 e7 e8 e7 c6 fd ff 89 c3 49 8b 04 24 83    fb ff 0f 84 70 03 00 00 85 c0 78 0e 48 83 e8 01  | .L.........I..$.....p.....x.H... | 
| 28bc0 |  49 89 04 24 0f 84 a6 02 00 00 48 8b 45 00 85 c0    78 0e 48 83 e8 01 48 89 45 00 0f 84 80 02 00 00  | I..$......H.E...x.H...H.E....... | 
| 28be0 |  85 db 0f 84 38 04 00 00 49 8b 7e 18 48 8b 35 15    3b 08 00 48 8b 47 08 48 8b 80 90 00 00 00 48 85  | ....8...I.~.H.5.;..H.G.H......H. | 
| 28c00 |  c0 0f 84 c9 04 00 00 ff d0 48 89 c5 48 85 ed 0f    84 cb 04 00 00 48 8b 05 dc 22 08 00 48 39 45 08  | .........H..H........H..."..H9E. | 
| 28c20 |  0f 85 5a 02 00 00 48 8b 5d 18 48 85 db 0f 84 4d    02 00 00 8b 03 4c 8b 65 10 83 c0 01 74 02 89 03  | ..Z...H.].H....M.....L.e....t... | 
| 28c40 |  41 8b 04 24 83 c0 01 74 04 41 89 04 24 48 8b 45    00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 ed  | A..$...t.A..$H.E...x.H...H.E.... | 
| 28c60 |  01 00 00 66 49 0f 6e cf 66 48 0f 6e c3 48 8d 6c    24 20 41 bf 02 00 00 00 66 0f 6c c1 0f 29 44 24  | ...fI.n.fH.n.H.l$.A.....f.l..)D$ | 
| 28c80 |  20 4c 89 e7 e8 67 c6 fd ff 31 c9 4c 89 fa 48 89    ee 4c 89 e7 48 85 c0 0f 84 6b 01 00 00 ff d0 49  | .L...g...1.L..H..L..H....k.....I | 
| 28ca0 |  89 c7 48 85 db 74 14 48 8b 03 85 c0 78 0d 48 83    e8 01 48 89 03 0f 84 f5 02 00 00 4d 85 ff 0f 84  | ..H..t.H....x.H...H........M.... | 
| 28cc0 |  4c 02 00 00 49 8b 04 24 85 c0 78 0e 48 83 e8 01    49 89 04 24 0f 84 a6 02 00 00 49 8b 07 85 c0 78  | L...I..$..x.H...I..$......I....x | 
| 28ce0 |  0d 48 83 e8 01 49 89 07 0f 84 a2 02 00 00 49 8b    46 10 4c 89 f7 ff 50 08 48 89 c7 48 85 c0 0f 84  | .H...I........I.F.L...P.H..H.... | 
| 28d00 |  2c 04 00 00 48 8b 00 85 c0 78 0d 48 83 e8 01 48    89 07 0f 84 88 02 00 00 41 8b 55 00 4c 89 e8 83  | ,...H....x.H...H........A.U.L... | 
| 28d20 |  c2 01 0f 84 a5 00 00 00 41 89 55 00 48 83 c4 38    5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 44 00 00  | ........A.U.H..8[]A\A]A^A_...D.. | 
| 28d40 |  48 85 d2 0f 84 a0 00 00 00 48 83 fa 01 0f 84 a5    00 00 00 48 85 db 48 8d 05 db 26 03 00 48 8d 0d  | H........H.........H..H...&..H.. | 
| 28d60 |  cb 26 03 00 48 0f 49 c8 48 89 d8 48 8d 15 bc 26    03 00 48 c1 f8 3f 4c 8d 0d 33 2b 03 00 48 85 db  | .&..H.I.H..H...&..H..?L..3+..H.. | 
| 28d80 |  4c 0f 49 ca 4c 8d 40 01 48 83 ec 08 48 8b 05 a5    21 08 00 53 48 8d 15 5c 2b 03 00 48 8d 35 5e 08  | L.I.L.@.H...H...!..SH..\+..H.5^. | 
| 28da0 |  03 00 48 8b 38 31 c0 e8 e4 c9 fd ff 58 be 9b 23    00 00 5a 48 8d 0d 8f 26 03 00 ba e4 00 00 00 48  | ..H.81......X..#..ZH...&.......H | 
| 28dc0 |  8d 3d da 18 03 00 e8 e5 cc fe ff 31 c0 48 83 c4    38 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 40 00  | .=.........1.H..8[]A\A]A^A_...@. | 
| 28de0 |  4c 8b 61 10 4d 85 e4 7f 2f 4d 89 ef e9 6c fd ff    ff 0f 1f 80 00 00 00 00 4c 8b 3e 4c 89 7c 24 18  | L.a.M.../M...l..........L.>L.|$. | 
| 28e00 |  e9 58 fd ff ff 0f 1f 00 e8 73 c7 fd ff 49 89 c7    e9 8d fe ff ff 0f 1f 00 48 8b 15 39 3d 08 00 4c  | .X.......s...I..........H..9=..L | 
| 28e20 |  89 d6 48 89 ef 4c 89 54 24 08 e8 b1 bb fe ff 4c    8b 54 24 08 48 85 c0 49 89 c7 0f 84 08 03 00 00  | ..H..L.T$......L.T$.H..I........ | 
| 28e40 |  48 89 44 24 18 49 8d 44 24 ff e9 05 fd ff ff 90    48 89 ef e8 78 c3 fd ff e9 06 fe ff ff 0f 1f 00  | H.D$.I.D$.......H...x........... | 
| 28e60 |  48 89 ef e8 68 c3 fd ff e9 73 fd ff ff 0f 1f 00    4c 89 e7 e8 58 c3 fd ff e9 4d fd ff ff 0f 1f 00  | H...h....s......L...X....M...... | 
| 28e80 |  48 c7 44 24 20 00 00 00 00 48 8b 35 58 21 08 00    4c 89 7c 24 28 48 8b 7d 08 48 39 f7 74 0d e8 cd  | H.D$.....H.5X!..L.|$(H.}.H9.t... | 
| 28ea0 |  c8 fd ff 85 c0 0f 84 f5 01 00 00 48 8b 55 10 8b    42 10 a8 08 0f 84 e6 01 00 00 4c 8b 7c 24 28 48  | ...........H.U..B.........L.|$(H | 
| 28ec0 |  8b 5a 08 45 31 e4 a8 20 75 04 4c 8b 65 18 48 8d    3d 83 01 03 00 e8 26 c2 fd ff 85 c0 0f 85 9b 02  | .Z.E1...u.L.e.H.=.....&......... | 
| 28ee0 |  00 00 4c 89 fe 4c 89 e7 49 89 ec ff d3 49 89 c7    e8 7b c6 fd ff 4d 85 ff 0f 85 c6 fd ff ff e8 1d  | ..L..L..I....I...{...M.......... | 
| 28f00 |  c6 fd ff 48 85 c0 0f 84 79 02 00 00 0f 1f 40 00    41 be 06 24 00 00 41 bd fa 00 00 00 e9 c9 00 00  | ...H....y.....@.A..$..A......... | 
| 28f20 |  00 0f 1f 80 00 00 00 00 85 c0 0f 89 50 01 00 00    41 be cf 23 00 00 41 bd f8 00 00 00 48 8b 45 00  | ............P...A..#..A.....H.E. | 
| 28f40 |  85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 1e 01    00 00 44 89 ea 44 89 f6 48 8d 0d ea 24 03 00 48  | ..x.H...H.E.......D..D..H...$..H | 
| 28f60 |  8d 3d 3a 17 03 00 e8 45 cb fe ff 48 83 c4 38 31    c0 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 40 00  | .=:....E...H..81.[]A\A]A^A_...@. | 
| 28f80 |  4c 89 e7 e8 48 c2 fd ff e9 4d fd ff ff 0f 1f 00    4c 89 ff e8 38 c2 fd ff e9 51 fd ff ff 0f 1f 00  | L...H....M......L...8....Q...... | 
| 28fa0 |  e8 2b c2 fd ff e9 6e fd ff ff 66 0f 1f 44 00 00    48 89 df e8 18 c2 fd ff e9 fe fc ff ff 0f 1f 00  | .+....n...f..D..H............... | 
| 28fc0 |  e8 5b c5 fd ff 48 85 c0 75 14 48 89 df e8 4e 97    ff ff 48 89 c5 48 85 c0 0f 85 c0 fb ff ff 41 be  | .[...H..u.H...N...H..H........A. | 
| 28fe0 |  cd 23 00 00 41 bd f8 00 00 00 49 8b 04 24 85 c0    0f 88 5c ff ff ff 48 83 e8 01 49 89 04 24 0f 85  | .#..A.....I..$....\...H...I..$.. | 
| 29000 |  4e ff ff ff 31 ed 4c 89 e7 e8 c2 c1 fd ff 48 85    ed 0f 85 25 ff ff ff e9 36 ff ff ff 0f 1f 40 00  | N...1.L.......H....%....6.....@. | 
| 29020 |  48 8b 35 51 3e 08 00 48 8b 3d 12 40 08 00 31 d2    e8 ab a5 fe ff 48 89 c5 48 85 c0 74 78 48 89 c7  | H.5Q>..H.=.@..1......H..H..txH.. | 
| 29040 |  e8 8b b8 fe ff 48 8b 45 00 85 c0 78 0e 48 83 e8    01 48 89 45 00 0f 84 15 01 00 00 41 bd f9 00 00  | .....H.E...x.H...H.E.......A.... | 
| 29060 |  00 41 be e0 23 00 00 e9 e6 fe ff ff 0f 1f 40 00    48 89 ef e8 58 c1 fd ff e9 d5 fe ff ff 0f 1f 00  | .A..#.........@.H...X........... | 
| 29080 |  48 83 e8 01 49 89 04 24 0f 85 a2 fe ff ff 41 bd    f8 00 00 00 41 be cf 23 00 00 e9 67 ff ff ff 90  | H...I..$......A.....A..#...g.... | 
| 290a0 |  49 89 ec 41 bf 01 00 00 00 48 8d 6c 24 28 31 db    e9 cc fb ff ff 41 bd f9 00 00 00 41 be dc 23 00  | I..A.....H.l$(1......A.....A..#. | 
| 290c0 |  00 e9 8c fe ff ff 66 2e 0f 1f 84 00 00 00 00 00    e8 2b c7 fd ff 48 89 c5 e9 2f fb ff ff 0f 1f 00  | ......f..........+...H.../...... | 
| 290e0 |  41 bd fa 00 00 00 41 be f2 23 00 00 e9 61 fe ff    ff 0f 1f 80 00 00 00 00 48 8d 4c 24 18 48 8d 54  | A.....A..#...a..........H.L$.H.T | 
| 29100 |  24 20 49 89 d8 4c 89 d6 4c 8d 0d e8 27 03 00 48    89 ef e8 09 bd fe ff 4c 8b 7c 24 18 85 c0 0f 89  | $.I..L..L...'..H.......L.|$..... | 
| 29120 |  39 fa ff ff be 8d 23 00 00 e9 85 fc ff ff 66 90    41 bd fb 00 00 00 41 be 13 24 00 00 e9 11 fe ff  | 9.....#.......f.A.....A..$...... | 
| 29140 |  ff 0f 1f 80 00 00 00 00 4c 89 54 24 08 e8 ce c3    fd ff 4c 8b 54 24 08 48 85 c0 74 9c be 88 23 00  | ........L.T$......L.T$.H..t...#. | 
| 29160 |  00 e9 4d fc ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 89 ef e8 58 c0 fd ff e9 de fe ff ff 49 89 ec  | ..M...f.........H...X........I.. | 
| 29180 |  e9 8b fd ff ff 48 8b 05 64 1d 08 00 48 8d 35 e5    fe 02 00 48 8b 38 e8 e5 c0 fd ff e9 70 fd ff ff  | .....H..d...H.5....H.8......p... | 
| 291a0 |  41 57 48 8d 05 37 3a 08 00 41 56 41 55 41 54 55    48 89 d5 53 48 83 ec 68 4c 8b 25 b9 1d 08 00 48  | AWH..7:..AVAUATUH..SH..hL.%....H | 
| 291c0 |  89 7c 24 08 48 89 44 24 50 48 c7 44 24 58 00 00    00 00 4c 89 64 24 30 48 85 c9 0f 84 50 05 00 00  | .|$.H.D$PH.D$X....L.d$0H....P... | 
| 291e0 |  49 89 ce 48 8d 1c d6 48 85 d2 0f 84 e0 05 00 00    48 83 fa 01 0f 85 49 05 00 00 4c 8b 2e 48 8b 41  | I..H...H........H.....I...L..H.A | 
| 29200 |  10 4c 89 6c 24 30 48 85 c0 0f 8f 29 0d 00 00 48    c7 44 24 38 00 00 00 00 48 c7 44 24 40 00 00 00  | .L.l$0H....)...H.D$8....H.D$@... | 
| 29220 |  00 48 c7 44 24 48 00 00 00 00 4d 39 e5 0f 84 c5    05 00 00 4c 8b 25 a6 36 08 00 48 8b 3d ff 2c 08  | .H.D$H....M9.......L.%.6..H.=.,. | 
| 29240 |  00 49 8b 54 24 18 4c 89 e6 e8 12 c3 fd ff 48 89    c5 48 85 c0 0f 84 9e 0c 00 00 8b 00 83 c0 01 74  | .I.T$.L.......H..H.............t | 
| 29260 |  03 89 45 00 48 89 6c 24 48 48 8b 45 08 48 8b 35    4c 32 08 00 48 89 ef 48 8b 80 90 00 00 00 48 85  | ..E.H.l$HH.E.H.5L2..H..H......H. | 
| 29280 |  c0 0f 84 29 0d 00 00 ff d0 48 89 c5 48 89 6c 24    40 48 85 ed 0f 84 26 0d 00 00 48 8b 7c 24 48 48  | ...).....H..H.l$@H....&...H.|$HH | 
| 292a0 |  8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 65    08 00 00 48 c7 44 24 48 00 00 00 00 bf 01 00 00  | ....x.H...H....e...H.D$H........ | 
| 292c0 |  00 e8 ea c1 fd ff 48 89 44 24 48 48 89 c5 48 85    c0 0f 84 29 0d 00 00 41 8b 45 00 83 c0 01 74 04  | ......H.D$HH..H....)...A.E....t. | 
| 292e0 |  41 89 45 00 4c 89 6d 18 e8 53 c3 fd ff 48 89 44    24 38 48 89 c3 48 85 c0 0f 84 5a 0d 00 00 48 8b  | A.E.L.m..S...H.D$8H..H....Z...H. | 
| 29300 |  2d db 35 08 00 48 8b 3d 34 2c 08 00 48 8b 55 18    48 89 ee e8 48 c2 fd ff 48 89 c3 48 85 c0 0f 84  | -.5..H.=4,..H.U.H...H...H..H.... | 
| 29320 |  74 0d 00 00 8b 00 83 c0 01 74 02 89 03 48 8b 43    08 48 8b 35 00 33 08 00 48 89 df 48 8b 80 90 00  | t........t...H.C.H.5.3..H..H.... | 
| 29340 |  00 00 48 85 c0 0f 84 85 0d 00 00 ff d0 49 89 c5    4d 85 ed 0f 84 87 0d 00 00 48 8b 03 85 c0 78 11  | ..H..........I..M........H....x. | 
| 29360 |  48 83 e8 01 48 89 03 75 08 48 89 df e8 5f be fd    ff 48 8b 35 40 31 08 00 48 8b 7c 24 38 4c 89 ea  | H...H..u.H..._...H.5@1..H.|$8L.. | 
| 29380 |  e8 7b c3 fd ff 85 c0 0f 88 e3 0c 00 00 49 8b 45    00 85 c0 78 12 48 83 e8 01 49 89 45 00 75 08 4c  | .{...........I.E...x.H...I.E.u.L | 
| 293a0 |  89 ef e8 29 be fd ff 48 8b 6c 24 40 4c 8b 74 24    38 4c 8b 6c 24 48 48 8b 45 08 4c 8b a0 80 00 00  | ...)...H.l$@L.t$8L.l$HH.E.L..... | 
| 293c0 |  00 4d 85 e4 0f 84 86 0a 00 00 48 8d 3d 87 fc 02    00 e8 2a bd fd ff 85 c0 0f 85 92 0a 00 00 48 89  | .M........H.=.....*...........H. | 
| 293e0 |  ef 4c 89 f2 4c 89 ee 41 ff d4 48 89 c5 e8 7e c1    fd ff 48 85 ed 0f 84 c5 0d 00 00 48 8b 7c 24 40  | .L..L..A..H...~...H........H.|$@ | 
| 29400 |  48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84    d4 0a 00 00 48 c7 44 24 40 00 00 00 00 48 8b 7c  | H....x.H...H........H.D$@....H.| | 
| 29420 |  24 48 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07    0f 84 a2 0a 00 00 48 c7 44 24 48 00 00 00 00 48  | $HH....x.H...H........H.D$H....H | 
| 29440 |  8b 7c 24 38 48 8b 07 85 c0 78 0d 48 83 e8 01 48    89 07 0f 84 70 0a 00 00 48 89 6c 24 38 8b 45 00  | .|$8H....x.H...H....p...H.l$8.E. | 
| 29460 |  83 c0 01 74 03 89 45 00 48 8b 45 00 85 c0 78 0e    48 83 e8 01 48 89 45 00 0f 84 3a 0a 00 00 48 8b  | ...t..E.H.E...x.H...H.E...:...H. | 
| 29480 |  6c 24 38 48 c7 44 24 38 00 00 00 00 48 8b 45 10    8b 75 18 48 8b 7d 20 48 89 44 24 10 48 8b 05 7d  | l$8H.D$8....H.E..u.H.}.H.D$.H..} | 
| 294a0 |  3c 08 00 ff 90 f0 04 00 00 48 89 44 24 18 48 85    c0 0f 8e 62 02 00 00 48 8d 44 24 58 45 31 e4 48  | <........H.D$.H....b...H.D$XE1.H | 
| 294c0 |  89 44 24 28 48 8b 44 24 08 4c 8b 2d 20 30 08 00    4c 8b b0 e8 00 00 00 4c 89 ee 4d 8b 7e 08 4c 89  | .D$(H.D$.L.-.0..L......L..M.~.L. | 
| 294e0 |  ff e8 0a c1 fd ff 48 89 c3 48 85 c0 0f 84 2e 07    00 00 48 8b 40 08 48 8b 80 10 01 00 00 48 85 c0  | ......H..H........H.@.H......H.. | 
| 29500 |  0f 84 22 06 00 00 48 89 df 4c 89 fa 4c 89 f6 ff    d0 48 89 c3 48 85 c0 0f 84 2d 11 00 00 48 8b 44  | .."...H..L..L....H..H....-...H.D | 
| 29520 |  24 08 4c 8b 2d af 2f 08 00 4c 8b b0 e8 00 00 00    4c 89 ee 4d 8b 7e 08 4c 89 ff e8 b1 c0 fd ff 48  | $.L.-./..L......L..M.~.L.......H | 
| 29540 |  89 c7 48 85 c0 0f 84 3d 08 00 00 48 8b 40 08 48    8b 88 10 01 00 00 48 85 c9 0f 84 e1 05 00 00 4c  | ..H....=...H.@.H......H........L | 
| 29560 |  89 fa 4c 89 f6 ff d1 48 89 c7 48 85 c0 0f 84 27    08 00 00 48 8b 40 08 48 c7 44 24 48 00 00 00 00  | ..L....H..H....'...H.@.H.D$H.... | 
| 29580 |  48 3b 05 71 19 08 00 0f 85 0b 0a 00 00 48 8b 47    18 48 89 44 24 48 48 85 c0 0f 84 51 0a 00 00 8b  | H;.q.........H.G.H.D$HH....Q.... | 
| 295a0 |  10 4c 8b 6f 10 83 c2 01 74 02 89 10 41 8b 45 00    83 c0 01 74 04 41 89 45 00 48 8b 07 85 c0 78 0d  | .L.o....t...A.E....t.A.E.H....x. | 
| 295c0 |  48 83 e8 01 48 89 07 0f 84 ab 05 00 00 48 8b 44    24 48 48 8d 74 24 50 ba 01 00 00 00 4c 89 ef 48  | H...H........H.D$HH.t$P.....L..H | 
| 295e0 |  89 44 24 50 48 c7 44 24 58 00 00 00 00 e8 7e c1    fe ff 4c 8b 54 24 48 48 89 44 24 38 48 89 c7 4d  | .D$PH.D$X.....~...L.T$HH.D$8H..M | 
| 29600 |  85 d2 74 19 49 8b 02 85 c0 78 12 48 83 e8 01 49    89 02 0f 84 70 05 00 00 48 8b 7c 24 38 48 c7 44  | ..t.I....x.H...I....p...H.|$8H.D | 
| 29620 |  24 48 00 00 00 00 48 85 ff 0f 84 41 09 00 00 49    8b 45 00 85 c0 78 13 48 83 e8 01 49 89 45 00 0f  | $H....H....A...I.E...x.H...I.E.. | 
| 29640 |  84 13 05 00 00 48 8b 7c 24 38 48 8b 07 85 c0 78    0d 48 83 e8 01 48 89 07 0f 84 0a 05 00 00 48 c7  | .....H.|$8H....x.H...H........H. | 
| 29660 |  44 24 38 00 00 00 00 e8 64 c0 fd ff 49 89 c5 48    8b 44 24 08 48 8d 78 20 e8 03 96 02 00 48 8b 4c  | D$8.....d...I..H.D$.H.x......H.L | 
| 29680 |  24 10 4c 89 ef 4a 89 04 e1 e8 62 ba fd ff 48 8b    43 08 48 8b 35 27 38 08 00 4c 8b a8 80 00 00 00  | $.L..J....b...H.C.H.5'8..L...... | 
| 296a0 |  4d 85 ed 0f 84 2f 05 00 00 48 8d 3d a8 f9 02 00    48 89 74 24 20 e8 46 ba fd ff 85 c0 0f 85 2e 07  | M..../...H.=....H.t$..F......... | 
| 296c0 |  00 00 31 d2 48 8b 74 24 20 48 89 df 41 ff d5 49    89 c5 e8 99 be fd ff 4d 85 ed 0f 84 e8 06 00 00  | ..1.H.t$.H..A..I.......M........ | 
| 296e0 |  48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84    04 05 00 00 49 8b 45 00 85 c0 78 0e 48 83 e8 01  | H....x.H...H........I.E...x.H... | 
| 29700 |  49 89 45 00 0f 84 be 04 00 00 49 83 c4 01 4c 39    64 24 18 0f 85 ab fd ff ff 8b 45 00 49 89 ed 83  | I.E.......I...L9d$........E.I... | 
| 29720 |  c0 01 0f 84 cb 05 00 00 89 45 00 e9 c3 05 00 00    48 85 d2 0f 84 a4 00 00 00 48 83 fa 01 0f 84 95  | .........E......H........H...... | 
| 29740 |  03 00 00 48 85 ed 48 8d 05 eb 1c 03 00 48 8d 0d    db 1c 03 00 48 0f 49 c8 48 89 e8 48 8d 15 cc 1c  | ...H..H......H......H.I.H..H.... | 
| 29760 |  03 00 48 c1 f8 3f 4c 8d 0d 43 21 03 00 48 85 ed    4c 0f 49 ca 4c 8d 40 01 48 83 ec 08 48 8b 05 b5  | ..H..?L..C!..H..L.I.L.@.H...H... | 
| 29780 |  17 08 00 55 48 8d 15 46 21 03 00 48 8d 35 6e fe    02 00 48 8b 38 31 c0 e8 f4 bf fd ff 58 be fb 2a  | ...UH..F!..H.5n...H.81......X..* | 
| 297a0 |  00 00 5a 48 8d 0d 9f 1c 03 00 ba 6d 02 00 00 48    8d 3d 12 0f 03 00 45 31 ed e8 f2 c2 fe ff 48 83  | ..ZH.......m...H.=....E1......H. | 
| 297c0 |  c4 68 4c 89 e8 5b 5d 41 5c 41 5d 41 5e 41 5f c3    4c 8b 79 10 4d 85 ff 0f 8f 0b 03 00 00 48 c7 44  | .hL..[]A\A]A^A_.L.y.M........H.D | 
| 297e0 |  24 38 00 00 00 00 48 c7 44 24 40 00 00 00 00 48    c7 44 24 48 00 00 00 00 48 8b 44 24 08 4c 8b 3d  | $8....H.D$@....H.D$H....H.D$.L.= | 
| 29800 |  ec 2c 08 00 4c 8b a8 e8 00 00 00 4c 89 fe 4d 8b    75 08 4c 89 f7 e8 d6 bd fd ff 48 89 c5 48 85 c0  | .,..L......L..M.u.L.......H..H.. | 
| 29820 |  0f 84 fa 08 00 00 48 8b 40 08 48 8b 80 10 01 00    00 48 85 c0 0f 84 36 05 00 00 48 89 ef 4c 89 f2  | ......H.@.H......H....6...H..L.. | 
| 29840 |  4c 89 ee ff d0 48 89 c5 48 85 c0 0f 84 15 0e 00    00 48 8b 44 24 08 4c 8b 3d 7b 2c 08 00 4c 8b a8  | L....H..H........H.D$.L.={,..L.. | 
| 29860 |  e8 00 00 00 4c 89 fe 4d 8b 75 08 4c 89 f7 e8 7d    bd fd ff 48 89 c7 48 85 c0 0f 84 f1 08 00 00 48  | ....L..M.u.L...}...H..H........H | 
| 29880 |  8b 40 08 48 8b 88 10 01 00 00 48 85 c9 0f 84 0d    06 00 00 4c 89 f2 4c 89 ee ff d1 48 89 44 24 40  | .@.H......H........L..L....H.D$@ | 
| 298a0 |  48 89 c7 48 85 c0 0f 84 df 08 00 00 48 8b 40 08    48 c7 44 24 48 00 00 00 00 48 3b 05 38 16 08 00  | H..H........H.@.H.D$H....H;.8... | 
| 298c0 |  0f 85 8a 09 00 00 48 8b 47 18 48 89 44 24 48 48    85 c0 0f 84 86 09 00 00 8b 10 48 8b 7f 10 83 c2  | ......H.G.H.D$HH..........H..... | 
| 298e0 |  01 74 02 89 10 8b 07 83 c0 01 74 02 89 07 4c 8b    44 24 40 48 89 7c 24 40 49 8b 00 85 c0 0f 88 3d  | .t........t...L.D$@H.|$@I......= | 
| 29900 |  07 00 00 48 83 e8 01 49 89 00 0f 84 78 07 00 00    48 8b 44 24 48 48 8b 7c 24 40 48 8d 74 24 50 ba  | ...H...I....x...H.D$HH.|$@H.t$P. | 
| 29920 |  01 00 00 00 48 89 44 24 50 48 c7 44 24 58 00 00    00 00 e8 39 be fe ff 48 8b 7c 24 48 48 89 44 24  | ....H.D$PH.D$X.....9...H.|$HH.D$ | 
| 29940 |  38 48 89 c3 48 85 ff 74 19 48 8b 07 85 c0 78 12    48 83 e8 01 48 89 07 0f 84 9b 07 00 00 48 8b 5c  | 8H..H..t.H....x.H...H........H.\ | 
| 29960 |  24 38 48 c7 44 24 48 00 00 00 00 48 85 db 0f 84    ac 08 00 00 48 8b 7c 24 40 48 8b 07 85 c0 78 12  | $8H.D$H....H........H.|$@H....x. | 
| 29980 |  48 83 e8 01 48 89 07 0f 84 a3 06 00 00 48 8b 5c    24 38 48 c7 44 24 40 00 00 00 00 48 8b 03 85 c0  | H...H........H.\$8H.D$@....H.... | 
| 299a0 |  78 0d 48 83 e8 01 48 89 03 0f 84 71 06 00 00 48    c7 44 24 38 00 00 00 00 e8 13 b7 fd ff 48 89 44  | x.H...H....q...H.D$8.........H.D | 
| 299c0 |  24 10 4c 8b 70 68 66 2e 0f 1f 84 00 00 00 00 00    4d 8b 3e 4d 85 ff 74 09 4d 39 e7 0f 85 b7 01 00  | $.L.phf.........M.>M..t.M9...... | 
| 299e0 |  00 4d 8b 76 08 4d 85 f6 75 e6 31 db 45 31 ff 48    8b 44 24 08 48 8d 78 20 e8 83 92 02 00 48 89 c7  | .M.v.M..u.1.E1.H.D$.H.x......H.. | 
| 29a00 |  e8 fb b9 fd ff 48 89 44 24 38 49 89 c5 48 85 c0    0f 84 59 08 00 00 48 c7 44 24 38 00 00 00 00 48  | .....H.D$8I..H....Y...H.D$8....H | 
| 29a20 |  8b 44 24 10 48 8b 40 68 48 8b 38 4c 89 38 48 85    ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89  | .D$.H.@hH.8L.8H..t.H....x.H...H. | 
| 29a40 |  07 0f 84 f9 03 00 00 4d 85 f6 74 14 49 8b 06 85    c0 78 0d 48 83 e8 01 49 89 06 0f 84 d0 03 00 00  | .......M..t.I....x.H...I........ | 
| 29a60 |  48 85 db 74 14 48 8b 03 85 c0 78 0d 48 83 e8 01    48 89 03 0f 84 a7 03 00 00 48 8b 35 40 34 08 00  | H..t.H....x.H...H........H.5@4.. | 
| 29a80 |  31 d2 48 89 ef e8 56 9b fe ff 48 89 c3 48 8b 45    00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 ed  | 1.H...V...H..H.E...x.H...H.E.... | 
| 29aa0 |  03 00 00 48 85 db 0f 84 ce 09 00 00 48 8b 03 85    c0 0f 88 07 fd ff ff 48 83 e8 01 48 89 03 0f 85  | ...H........H..........H...H.... | 
| 29ac0 |  fa fc ff ff 48 89 df e8 04 b7 fd ff e9 ed fc ff    ff 0f 1f 80 00 00 00 00 4c 8b 2e 4c 89 6c 24 30  | ....H...................L..L.l$0 | 
| 29ae0 |  e9 2a f7 ff ff 0f 1f 00 48 8b 15 f1 30 08 00 48    89 de 4c 89 f7 e8 e6 ae fe ff 49 89 c5 48 85 c0  | .*......H...0..H..L.......I..H.. | 
| 29b00 |  0f 84 fa 06 00 00 48 89 44 24 30 49 8d 47 ff e9    f2 f6 ff ff 0f 1f 40 00 e8 b3 b6 fd ff e9 91 f7  | ......H.D$0I.G........@......... | 
| 29b20 |  ff ff 66 0f 1f 44 00 00 8b 03 83 c0 01 0f 84 ea    f9 ff ff 89 03 e9 e3 f9 ff ff 66 0f 1f 44 00 00  | ..f..D....................f..D.. | 
| 29b40 |  8b 17 83 c2 01 0f 84 2c fa ff ff 89 17 e9 25 fa    ff ff 66 0f 1f 44 00 00 4c 89 ef e8 70 b6 fd ff  | .......,......%...f..D..L...p... | 
| 29b60 |  e9 e0 fa ff ff 0f 1f 00 e8 63 b6 fd ff e9 ec fa    ff ff 66 0f 1f 44 00 00 e8 53 b6 fd ff e9 4b fa  | .........c........f..D...S....K. | 
| 29b80 |  ff ff 66 0f 1f 44 00 00 4c 89 d7 e8 40 b6 fd ff    e9 83 fa ff ff 0f 1f 00 41 8b 07 83 c0 01 74 03  | ..f..D..L...@...........A.....t. | 
| 29ba0 |  41 89 07 4d 8b 77 08 41 8b 06 83 c0 01 74 03 41    89 06 4c 89 ff e8 e6 b6 fd ff 48 89 c3 e9 2d fe  | A..M.w.A.....t.A..L.......H...-. | 
| 29bc0 |  ff ff 66 0f 1f 44 00 00 4c 89 ef e8 00 b6 fd ff    e9 35 fb ff ff 0f 1f 00 31 d2 48 89 df e8 6e bb  | ..f..D..L........5......1.H...n. | 
| 29be0 |  fd ff 49 89 c5 48 8b 03 85 c0 78 14 48 83 e8 01    48 89 03 75 0b 0f 1f 00 48 89 df e8 d0 b5 fd ff  | ..I..H....x.H...H..u....H....... | 
| 29c00 |  4d 85 ed 0f 85 eb fa ff ff 31 db 41 bc 76 2c 00    00 41 be a3 02 00 00 eb 2f 0f 1f 80 00 00 00 00  | M........1.A.v,..A....../....... | 
| 29c20 |  48 8b 05 99 13 08 00 4c 89 ee 45 31 ed 41 bc 2a    2c 00 00 41 be a3 02 00 00 48 8b 38 e8 af b5 fd  | H......L..E1.A.*,..A.....H.8.... | 
| 29c40 |  ff 0f 1f 80 00 00 00 00 48 8b 7c 24 38 48 85 ff    74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07  | ........H.|$8H..t.H....x.H...H.. | 
| 29c60 |  0f 84 da 00 00 00 48 8b 7c 24 40 48 85 ff 74 14    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | ......H.|$@H..t.H....x.H...H.... | 
| 29c80 |  cc 00 00 00 48 8b 7c 24 48 48 85 ff 74 14 48 8b    07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 be 00  | ....H.|$HH..t.H....x.H...H...... | 
| 29ca0 |  00 00 48 85 db 74 10 48 8b 03 85 c0 78 09 48 83    e8 01 48 89 03 74 69 4d 85 ed 74 12 49 8b 45 00  | ..H..t.H....x.H...H..tiM..t.I.E. | 
| 29cc0 |  85 c0 78 0a 48 83 e8 01 49 89 45 00 74 62 48 8d    0d 74 17 03 00 44 89 f2 44 89 e6 45 31 ed 48 8d  | ..x.H...I.E.tbH..t...D..D..E1.H. | 
| 29ce0 |  3d e3 09 03 00 e8 c6 bd fe ff 48 85 ed 0f 84 cb    fa ff ff 48 8b 45 00 85 c0 0f 88 bf fa ff ff 48  | =.........H........H.E.........H | 
| 29d00 |  83 e8 01 48 89 45 00 0f 85 b1 fa ff ff 48 89 ef    e8 bb b4 fd ff e9 a4 fa ff ff 66 0f 1f 44 00 00  | ...H.E.......H............f..D.. | 
| 29d20 |  48 89 df e8 a8 b4 fd ff eb 8d 66 0f 1f 44 00 00    4c 89 ef e8 98 b4 fd ff eb 94 66 0f 1f 44 00 00  | H.........f..D..L.........f..D.. | 
| 29d40 |  e8 8b b4 fd ff e9 1c ff ff ff 66 0f 1f 44 00 00    e8 7b b4 fd ff e9 2a ff ff ff 66 0f 1f 44 00 00  | ..........f..D...{....*...f..D.. | 
| 29d60 |  e8 6b b4 fd ff e9 38 ff ff ff 66 0f 1f 44 00 00    8b 45 00 83 c0 01 0f 84 d5 fa ff ff 89 45 00 e9  | .k....8...f..D...E...........E.. | 
| 29d80 |  cd fa ff ff 0f 1f 40 00 48 8b 05 31 12 08 00 4c    89 ee 48 8b 38 e8 56 b4 fd ff 48 8b 03 41 bc 2c  | ......@.H..1...L..H.8.V...H..A., | 
| 29da0 |  2c 00 00 85 c0 78 63 45 31 ed 48 83 e8 01 48 89    03 0f 84 51 03 00 00 41 be a3 02 00 00 31 db e9  | ,....xcE1.H...H....Q...A.....1.. | 
| 29dc0 |  84 fe ff ff 0f 1f 40 00 e8 53 b7 fd ff 48 85 c0    75 1e 48 8b 05 17 11 08 00 48 8d 35 98 f2 02 00  | ......@..S...H..u.H......H.5.... | 
| 29de0 |  48 8b 38 e8 98 b4 fd ff 0f 1f 84 00 00 00 00 00    48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84  | H.8.............H....x.H...H.... | 
| 29e00 |  58 06 00 00 41 bc 76 2c 00 00 41 be a3 02 00 00    45 31 ed 31 db e9 2e fe ff ff 66 0f 1f 44 00 00  | X...A.v,..A.....E1.1......f..D.. | 
| 29e20 |  48 89 df e8 a8 b3 fd ff e9 4c fc ff ff 0f 1f 00    4c 89 f7 e8 98 b3 fd ff e9 23 fc ff ff 0f 1f 00  | H........L......L........#...... | 
| 29e40 |  e8 8b b3 fd ff e9 fd fb ff ff 66 0f 1f 44 00 00    48 89 ef 4c 89 f2 4c 89 ee e8 f2 b8 fd ff 48 89  | ..........f..D..H..L..L.......H. | 
| 29e60 |  c5 48 85 c0 0f 85 91 f5 ff ff 66 0f 1f 44 00 00    41 bc f9 2b 00 00 41 be 9e 02 00 00 31 db 31 ed  | .H........f..D..A..+..A.....1.1. | 
| 29e80 |  45 31 ed e9 c0 fd ff ff 0f 1f 84 00 00 00 00 00    48 89 ef e8 38 b3 fd ff e9 06 fc ff ff 0f 1f 00  | E1..............H...8........... | 
| 29ea0 |  8b 17 83 c2 01 74 02 89 17 48 89 7c 24 40 e9 fd    f9 ff ff 0f 1f 44 00 00 48 89 ef e8 10 b3 fd ff  | .....t...H.|$@.......D..H....... | 
| 29ec0 |  e9 b9 f5 ff ff 0f 1f 00 e8 03 b3 fd ff e9 86 f5    ff ff 66 0f 1f 44 00 00 e8 f3 b2 fd ff e9 54 f5  | ..................f..D........T. | 
| 29ee0 |  ff ff 66 0f 1f 44 00 00 e8 e3 b2 fd ff e9 22 f5    ff ff 66 0f 1f 44 00 00 e8 23 b6 fd ff 48 85 c0  | ..f..D........"...f..D...#...H.. | 
| 29f00 |  0f 85 cc 05 00 00 4c 89 e7 e8 12 88 ff ff 48 89    44 24 48 48 89 c5 48 85 c0 0f 85 4a f3 ff ff 45  | ......L.......H.D$HH..H....J...E | 
| 29f20 |  31 ed 31 db 41 bc e6 2b 00 00 41 be 9e 02 00 00    e9 13 fd ff ff 0f 1f 00 48 8d 4c 24 30 48 8d 54  | 1.1.A..+..A.............H.L$0H.T | 
| 29f40 |  24 50 49 89 e8 48 89 de 4c 8d 0d 82 19 03 00 4c    89 f7 e8 c9 ae fe ff 4c 8b 6c 24 30 85 c0 0f 89  | $PI..H..L......L.......L.l$0.... | 
| 29f60 |  ab f2 ff ff be ed 2a 00 00 e9 35 f8 ff ff 66 90    48 8b 03 41 bc 40 2c 00 00 85 c0 0f 89 29 fe ff  | ......*...5...f.H..A.@,......).. | 
| 29f80 |  ff 31 db 41 be a3 02 00 00 41 bc 40 2c 00 00 e9    d2 fc ff ff 0f 1f 40 00 48 8b 74 24 28 49 89 fd  | .1.A.....A.@,.........@.H.t$(I.. | 
| 29fa0 |  31 d2 31 c0 e9 33 f6 ff ff 0f 1f 80 00 00 00 00    e8 4b b8 fd ff 48 89 c5 e9 cf f2 ff ff 0f 1f 00  | 1.1..3...........K...H.......... | 
| 29fc0 |  48 8b 7c 24 38 48 85 ff 0f 84 82 01 00 00 48 8b    07 85 c0 0f 88 77 01 00 00 31 db 45 31 ed 41 be  | H.|$8H........H......w...1.E1.A. | 
| 29fe0 |  9e 02 00 00 41 bc e8 2b 00 00 e9 6a fc ff ff 90    48 8b 74 24 28 49 89 fd 31 d2 e9 dd f5 ff ff 90  | ....A..+...j....H.t$(I..1....... | 
| 2a000 |  45 31 ed 31 db 41 bc eb 2b 00 00 41 be 9e 02 00    00 e9 32 fc ff ff 66 2e 0f 1f 84 00 00 00 00 00  | E1.1.A..+..A......2...f......... | 
| 2a020 |  48 89 df e8 a8 b1 fd ff e9 82 f9 ff ff 0f 1f 00    e8 9b b1 fd ff e9 53 f9 ff ff 66 0f 1f 44 00 00  | H.....................S...f..D.. | 
| 2a040 |  48 8b 44 24 48 48 8d 74 24 50 ba 01 00 00 00 e9    d0 f8 ff ff 0f 1f 40 00 31 ed 45 31 ed 41 be 9e  | H.D$HH.t$P............@.1.E1.A.. | 
| 2a060 |  02 00 00 41 bc f0 2b 00 00 e9 f8 fb ff ff 66 90    41 bc f7 2b 00 00 41 be 9e 02 00 00 31 db 31 ed  | ...A..+.......f.A..+..A.....1.1. | 
| 2a080 |  e9 c3 fb ff ff 0f 1f 00 4c 89 c7 e8 40 b1 fd ff    e9 7b f8 ff ff 0f 1f 00 e8 83 b4 fd ff 48 85 c0  | ........L...@....{...........H.. | 
| 2a0a0 |  75 11 48 89 ef e8 76 86 ff ff 48 85 c0 0f 85 ab    05 00 00 45 31 ed 31 ed 41 bc f2 2b 00 00 41 be  | u.H...v...H........E1.1.A..+..A. | 
| 2a0c0 |  9e 02 00 00 e9 7f fb ff ff 0f 1f 80 00 00 00 00    e8 2b b7 fd ff 49 89 c5 e9 73 f2 ff ff 0f 1f 00  | .................+...I...s...... | 
| 2a0e0 |  31 ed 41 bc f4 2b 00 00 41 be 9e 02 00 00 e9 55    fb ff ff 0f 1f 44 00 00 e8 d3 b0 fd ff e9 5b f8  | 1.A..+..A......U.....D........[. | 
| 2a100 |  ff ff 66 0f 1f 44 00 00 48 89 df 41 be a3 02 00    00 31 db e8 b8 b0 fd ff e9 2b fb ff ff 0f 1f 00  | ..f..D..H..A.....1.......+...... | 
| 2a120 |  48 8b 05 99 0e 08 00 4c 89 fe 45 31 ed 31 db 41    bc 44 2b 00 00 41 be 9b 02 00 00 48 8b 38 e8 ad  | H......L..E1.1.A.D+..A.....H.8.. | 
| 2a140 |  b0 fd ff e9 00 fb ff ff 0f 1f 84 00 00 00 00 00    45 31 ed 31 db 41 be 9e 02 00 00 41 bc e8 2b 00  | ................E1.1.A.....A..+. | 
| 2a160 |  00 e9 1e fb ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 8b 05 49 0e 08 00 4c 89 fe 48 8b 38 e8 6e b0  | ......f.........H..I...L..H.8.n. | 
| 2a180 |  fd ff 48 c7 44 24 40 00 00 00 00 48 8b 45 00 41    bc 46 2b 00 00 85 c0 78 0e 48 83 e8 01 48 89 45  | ..H.D$@....H.E.A.F+....x.H...H.E | 
| 2a1a0 |  00 0f 84 e9 02 00 00 41 be 9b 02 00 00 45 31 ed    31 db 31 ed e9 8f fa ff ff 0f 1f 80 00 00 00 00  | .......A.....E1.1.1............. | 
| 2a1c0 |  e8 5b b3 fd ff 48 89 c5 48 85 c0 0f 85 9f fc ff    ff 48 8b 05 18 0d 08 00 48 8d 35 99 ee 02 00 45  | .[...H..H........H......H.5....E | 
| 2a1e0 |  31 ed 31 db 41 bc f9 2b 00 00 41 be 9e 02 00 00    48 8b 38 e8 88 b0 fd ff e9 4b fa ff ff 0f 1f 00  | 1.1.A..+..A.....H.8......K...... | 
| 2a200 |  e8 1b b3 fd ff 48 85 c0 0f 84 2a fd ff ff be e8    2a 00 00 e9 8b f5 ff ff 0f 1f 84 00 00 00 00 00  | .....H....*.....*............... | 
| 2a220 |  48 8b 45 00 41 bc 5a 2b 00 00 85 c0 0f 89 67 ff    ff ff 31 ed 45 31 ed 41 be 9b 02 00 00 41 bc 5a  | H.E.A.Z+......g...1.E1.A.....A.Z | 
| 2a240 |  2b 00 00 e9 1e fa ff ff 0f 1f 84 00 00 00 00 00    48 8d 74 24 58 31 d2 31 c0 e9 c6 f6 ff ff 48 8b  | +...............H.t$X1.1......H. | 
| 2a260 |  7c 24 40 48 8d 74 24 58 31 d2 e9 b5 f6 ff ff 31    ff e8 ea 94 fe ff 48 8b 7c 24 40 48 c7 44 24 38  | |$@H.t$X1......1......H.|$@H.D$8 | 
| 2a280 |  00 00 00 00 e8 d7 94 fe ff 48 8b 7c 24 48 48 c7    44 24 40 00 00 00 00 e8 c4 94 fe ff ba 9c 02 00  | .........H.|$HH.D$@............. | 
| 2a2a0 |  00 48 8d 0d a1 11 03 00 be 71 2b 00 00 48 c7 44    24 48 00 00 00 00 48 8d 3d 0b 04 03 00 e8 ee b7  | .H.......q+..H.D$H....H.=....... | 
| 2a2c0 |  fe ff 48 8b 7c 24 10 48 8d 4c 24 48 48 8d 54 24    40 48 8d 74 24 38 e8 65 b0 fe ff 85 c0 0f 88 0e  | ..H.|$.H.L$HH.T$@H.t$8.e........ | 
| 2a2e0 |  02 00 00 48 8b 4c 24 48 48 8b 54 24 40 31 c0 bf    03 00 00 00 48 8b 74 24 38 e8 b2 b5 fd ff 48 85  | ...H.L$HH.T$@1......H.t$8.....H. | 
| 2a300 |  c0 0f 84 dd 02 00 00 31 d2 48 89 c6 48 89 ef 48    89 44 24 18 e8 c7 92 fe ff 4c 8b 5c 24 18 49 89  | .......1.H..H..H.D$......L.\$.I. | 
| 2a320 |  c2 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45    00 0f 84 34 02 00 00 49 8b 03 85 c0 78 0d 48 83  | .H.E...x.H...H.E...4...I....x.H. | 
| 2a340 |  e8 01 49 89 03 0f 84 09 02 00 00 4d 85 d2 0f 84    9b 02 00 00 4c 3b 15 25 0c 08 00 0f 94 c0 4c 3b  | ..I........M........L;.%......L; | 
| 2a360 |  15 e3 0b 08 00 0f 94 c2 08 c2 0f 85 3a 01 00 00    4d 39 e2 0f 84 31 01 00 00 4c 89 d7 4c 89 54 24  | ............:...M9...1...L..L.T$ | 
| 2a380 |  18 e8 5a b2 fd ff 4c 8b 54 24 18 89 c5 49 8b 02    85 c0 78 0d 48 83 e8 01 49 89 02 0f 84 24 01 00  | ..Z...L.T$...I....x.H...I....$.. | 
| 2a3a0 |  00 85 ed 0f 88 30 02 00 00 48 8b 7c 24 38 85 ed    0f 84 44 02 00 00 e8 a5 93 fe ff 48 8b 7c 24 40  | .....0...H.|$8....D........H.|$@ | 
| 2a3c0 |  48 c7 44 24 38 00 00 00 00 e8 92 93 fe ff 48 8b    7c 24 48 48 c7 44 24 40 00 00 00 00 e8 7f 93 fe  | H.D$8.........H.|$HH.D$@........ | 
| 2a3e0 |  ff 48 8b 44 24 10 48 c7 44 24 48 00 00 00 00 48    8b 40 68 48 8b 38 4c 89 38 48 85 ff 74 14 48 8b  | .H.D$.H.D$H....H.@hH.8L.8H..t.H. | 
| 2a400 |  07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 bd 01    00 00 4d 85 f6 74 14 49 8b 06 85 c0 78 0d 48 83  | ...x.H...H........M..t.I....x.H. | 
| 2a420 |  e8 01 49 89 06 0f 84 97 01 00 00 4d 89 e5 48 85    db 0f 84 fc ed ff ff 48 8b 03 85 c0 0f 88 f1 ed  | ..I........M..H........H........ | 
| 2a440 |  ff ff 48 83 e8 01 48 89 03 0f 85 e4 ed ff ff 48    89 df e8 79 ad fd ff e9 d7 ed ff ff 48 89 df 41  | ..H...H........H...y........H..A | 
| 2a460 |  bc 76 2c 00 00 45 31 ed 31 db e8 61 ad fd ff 41    be a3 02 00 00 e9 ce f7 ff ff 45 31 ed 31 ed 41  | .v,..E1.1..a...A..........E1.1.A | 
| 2a480 |  bc c5 2b 00 00 41 be 9b 02 00 00 e9 b8 f7 ff ff    48 89 ef 41 be 9b 02 00 00 45 31 ed 31 db e8 2d  | ..+..A..........H..A.....E1.1..- | 
| 2a4a0 |  ad fd ff 31 ed e9 9e f7 ff ff 0f b6 e8 49 8b 02    85 c0 0f 88 f1 fe ff ff 48 83 e8 01 49 89 02 0f  | ...1.........I..........H...I... | 
| 2a4c0 |  85 e4 fe ff ff 4c 89 d7 e8 03 ad fd ff e9 cf fe    ff ff 48 c7 44 24 48 00 00 00 00 45 31 ed 31 db  | .....L............H.D$H....E1.1. | 
| 2a4e0 |  41 bc e6 2b 00 00 41 be 9e 02 00 00 e9 57 f7 ff    ff 41 bc 85 2b 00 00 48 8b 44 24 10 48 8b 40 68  | A..+..A......W...A..+..H.D$.H.@h | 
| 2a500 |  48 8b 38 4c 89 38 48 85 ff 74 10 48 8b 07 85 c0    78 09 48 83 e8 01 48 89 07 74 7c 4d 85 f6 74 10  | H.8L.8H..t.H....x.H...H..t|M..t. | 
| 2a520 |  49 8b 06 85 c0 78 09 48 83 e8 01 49 89 06 74 71    48 85 db 74 52 48 8b 03 85 c0 78 09 48 83 e8 01  | I....x.H...I..tqH..tRH....x.H... | 
| 2a540 |  48 89 03 74 66 31 db 31 ed 41 be 9b 02 00 00 e9    f4 f6 ff ff 4c 89 df 4c 89 54 24 18 e8 6f ac fd  | H..tf1.1.A..........L..L.T$..o.. | 
| 2a560 |  ff 4c 8b 54 24 18 e9 e0 fd ff ff 48 89 ef 4c 89    54 24 20 e8 58 ac fd ff 4c 8b 54 24 20 4c 8b 5c  | .L.T$......H..L.T$..X...L.T$.L.\ | 
| 2a580 |  24 18 e9 b0 fd ff ff 45 31 ed 31 ed 41 be 9b 02    00 00 e9 b1 f6 ff ff e8 34 ac fd ff e9 7a ff ff  | $......E1.1.A...........4....z.. | 
| 2a5a0 |  ff 4c 89 f7 e8 27 ac fd ff eb 85 48 89 df 31 ed    31 db 41 be 9b 02 00 00 e8 13 ac fd ff e9 86 f6  | .L...'.....H..1.1.A............. | 
| 2a5c0 |  ff ff 4c 89 f7 e8 06 ac fd ff e9 5c fe ff ff e8    fc ab fd ff e9 39 fe ff ff 41 bc 92 2b 00 00 e9  | ..L........\.........9...A..+... | 
| 2a5e0 |  13 ff ff ff 41 bc 89 2b 00 00 e9 08 ff ff ff 41    bc 8e 2b 00 00 e9 fd fe ff ff 4c 8b 64 24 40 48  | ....A..+.......A..+.......L.d$@H | 
| 2a600 |  8b 6c 24 48 48 89 7c 24 08 e8 b2 ae fd ff 48 8b    7c 24 08 4c 89 e2 48 89 e9 41 bc 9a 2b 00 00 48  | .l$HH.|$......H.|$.L..H..A..+..H | 
| 2a620 |  89 fe 48 89 c7 e8 36 a1 fe ff 48 c7 44 24 38 00    00 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24  | ..H...6...H.D$8....H.D$@....H.D$ | 
| 2a640 |  48 00 00 00 00 e9 ad fe ff ff 45 31 ed 41 bc 2a    2c 00 00 41 be a3 02 00 00 e9 ea f5 ff ff 48 89  | H.........E1.A.*,..A..........H. | 
| 2a660 |  c3 e9 c7 ec ff ff 45 31 ed 31 db 41 bc 44 2b 00    00 41 be 9b 02 00 00 e9 cc f5 ff ff 0f 1f 40 00  | ......E1.1.A.D+..A............@. | 
| 2a680 |  41 57 48 8d 05 cf 24 08 00 41 56 41 55 41 54 49    89 fc 55 53 48 83 ec 38 48 8b 1d d9 08 08 00 4c  | AWH...$..AVAUATI..USH..8H......L | 
| 2a6a0 |  8b 76 10 48 89 44 24 20 48 c7 44 24 28 00 00 00    00 48 89 5c 24 18 48 85 d2 0f 84 f1 00 00 00 48  | .v.H.D$.H.D$(....H.\$.H........H | 
| 2a6c0 |  89 d5 4d 85 f6 0f 84 8d 01 00 00 49 83 fe 01 0f    85 ee 00 00 00 48 8b 46 18 48 89 d7 48 89 44 24  | ..M........I.........H.F.H..H.D$ | 
| 2a6e0 |  18 e8 aa a9 fd ff 48 85 c0 0f 8f 21 04 00 00 48    8b 6c 24 18 48 39 dd 0f 84 b3 01 00 00 48 8b 35  | ......H....!...H.l$.H9.......H.5 | 
| 2a700 |  b4 1c 08 00 48 8b 46 08 f6 80 ab 00 00 00 10 0f    84 2b 04 00 00 48 8b 45 08 48 89 ef 48 8b 80 90  | ....H.F..........+...H.E.H..H... | 
| 2a720 |  00 00 00 48 85 c0 0f 84 54 04 00 00 ff d0 48 89    c7 48 85 ff 0f 84 16 02 00 00 48 8b 07 85 c0 78  | ...H....T.....H..H........H....x | 
| 2a740 |  0d 48 83 e8 01 48 89 07 0f 84 f2 01 00 00 8b 45    00 83 c0 01 74 03 89 45 00 49 8b 44 24 10 4c 89  | .H...H.........E....t..E.I.D$.L. | 
| 2a760 |  e7 48 89 ee ff 10 48 89 c7 48 85 c0 0f 84 0c 07    00 00 48 8b 07 45 31 e4 85 c0 78 0d 48 83 e8 01  | .H....H..H........H..E1...x.H... | 
| 2a780 |  48 89 07 0f 84 47 03 00 00 48 8b 45 00 85 c0 0f    88 ad 00 00 00 48 83 e8 01 48 89 45 00 0f 85 9f  | H....G...H.E.........H...H.E.... | 
| 2a7a0 |  00 00 00 48 89 ef e8 25 aa fd ff e9 92 00 00 00    4d 85 f6 0f 84 f7 00 00 00 49 83 fe 01 0f 84 dd  | ...H...%........M........I...... | 
| 2a7c0 |  00 00 00 4d 85 f6 48 8d 05 6b 0c 03 00 48 8d 0d    5b 0c 03 00 48 0f 49 c8 4c 89 f0 48 8d 15 4c 0c  | ...M..H..k...H..[...H.I.L..H..L. | 
| 2a7e0 |  03 00 48 c1 f8 3f 4c 8d 0d c3 10 03 00 4d 85 f6    4c 0f 49 ca 4c 8d 40 01 48 83 ec 08 48 8b 05 35  | ..H..?L......M..L.I.L.@.H...H..5 | 
| 2a800 |  07 08 00 41 56 48 8d 15 ce 10 03 00 48 8d 35 ed    ed 02 00 48 8b 38 31 c0 e8 73 af fd ff 58 be aa  | ...AVH......H.5....H.81..s...X.. | 
| 2a820 |  1e 00 00 5a 48 8d 0d 1e 0c 03 00 ba b4 00 00 00    48 8d 3d c1 fe 02 00 41 bc ff ff ff ff e8 6e b2  | ...ZH...........H.=....A......n. | 
| 2a840 |  fe ff 48 83 c4 38 44 89 e0 5b 5d 41 5c 41 5d 41    5e 41 5f c3 0f 1f 40 00 48 89 d7 e8 30 a8 fd ff  | ..H..8D..[]A\A]A^A_...@.H...0... | 
| 2a860 |  49 89 c5 48 85 c0 0f 8e 83 fe ff ff 48 8b 35 e5    22 08 00 48 89 ef 48 8b 56 18 e8 e1 ac fd ff 48  | I..H........H.5."..H..H.V......H | 
| 2a880 |  85 c0 0f 84 70 04 00 00 48 89 44 24 18 49 8d 45    ff e9 50 fe ff ff 66 2e 0f 1f 84 00 00 00 00 00  | ....p...H.D$.I.E..P...f......... | 
| 2a8a0 |  48 8b 6e 18 48 89 6c 24 18 e9 46 fe ff ff 66 90    48 8b 2d 99 17 08 00 48 8b 3d 82 16 08 00 48 8b  | H.n.H.l$..F...f.H.-....H.=....H. | 
| 2a8c0 |  55 18 48 89 ee e8 96 ac fd ff 49 89 c6 48 85 c0    0f 84 ca 02 00 00 8b 00 83 c0 01 74 03 41 89 06  | U.H.......I..H.............t.A.. | 
| 2a8e0 |  48 8b 05 11 06 08 00 49 39 46 08 0f 84 7f 03 00    00 66 0f ef c0 48 8d 74 24 28 31 d2 4c 89 f7 0f  | H......I9F.......f...H.t$(1.L... | 
| 2a900 |  29 44 24 20 4d 89 f5 e8 64 ae fe ff 48 89 c5 48    85 ed 0f 84 10 03 00 00 49 8b 45 00 85 c0 0f 88  | )D$.M...d...H..H........I.E..... | 
| 2a920 |  35 fe ff ff 48 83 e8 01 49 89 45 00 0f 85 27 fe    ff ff 4c 89 ef e8 96 a8 fd ff e9 1a fe ff ff 90  | 5...H...I.E...'...L............. | 
| 2a940 |  e8 8b a8 fd ff e9 04 fe ff ff 66 0f 1f 44 00 00    e8 eb aa fd ff 4c 8b 2d f4 16 08 00 48 8b 3d dd  | ..........f..D.......L.-....H.=. | 
| 2a960 |  15 08 00 49 8b 55 18 4c 89 ee e8 f1 ab fd ff 49    89 c6 48 85 c0 0f 84 95 03 00 00 8b 00 83 c0 01  | ...I.U.L.......I..H............. | 
| 2a980 |  74 03 41 89 06 48 8b 05 6c 05 08 00 49 39 46 08    0f 84 da 03 00 00 66 0f ef c0 48 8d 74 24 28 31  | t.A..H..l...I9F.......f...H.t$(1 | 
| 2a9a0 |  d2 4c 89 f7 0f 29 44 24 20 4d 89 f5 e8 bf ad fe    ff 48 89 c3 48 85 db 0f 84 a3 03 00 00 49 8b 45  | .L...)D$.M.......H..H........I.E | 
| 2a9c0 |  00 85 c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 bd    01 00 00 48 8b 43 08 48 8b 35 2a 1d 08 00 48 89  | ...x.H...I.E.......H.C.H.5*...H. | 
| 2a9e0 |  df 48 8b 80 90 00 00 00 48 85 c0 0f 84 07 04 00    00 ff d0 48 89 c7 48 85 ff 0f 84 a5 04 00 00 48  | .H......H..........H..H........H | 
| 2aa00 |  8b 05 f2 04 08 00 48 39 47 08 0f 85 e0 01 00 00    4c 8b 7f 18 4d 85 ff 0f 84 d3 01 00 00 41 8b 07  | ......H9G.......L...M........A.. | 
| 2aa20 |  4c 8b 6f 10 83 c0 01 74 03 41 89 07 41 8b 45 00    83 c0 01 74 04 41 89 45 00 48 8b 07 85 c0 78 0d  | L.o....t.A..A.E....t.A.E.H....x. | 
| 2aa40 |  48 83 e8 01 48 89 07 0f 84 a3 00 00 00 66 48 0f    6e cd 66 49 0f 6e c7 48 8d 74 24 20 4c 89 ef 66  | H...H........fH.n.fI.n.H.t$.L..f | 
| 2aa60 |  0f 6c c1 ba 02 00 00 00 0f 29 44 24 20 e8 fe ac    fe ff 49 89 c6 49 8b 07 85 c0 78 09 48 83 e8 01  | .l.......)D$......I..I....x.H... | 
| 2aa80 |  49 89 07 74 7b 4d 85 f6 0f 84 77 03 00 00 49 8b    45 00 85 c0 78 0a 48 83 e8 01 49 89 45 00 74 40  | I..t{M....w...I.E...x.H...I.E.t@ | 
| 2aaa0 |  49 8b 06 48 89 dd 85 c0 0f 88 ab fc ff ff 48 83    e8 01 49 89 06 0f 85 9e fc ff ff 4c 89 f7 e8 0d  | I..H..........H...I........L.... | 
| 2aac0 |  a7 fd ff e9 91 fc ff ff 0f 1f 84 00 00 00 00 00    e8 fb a6 fd ff e9 af fc ff ff 66 0f 1f 44 00 00  | ..........................f..D.. | 
| 2aae0 |  4c 89 ef e8 e8 a6 fd ff eb b6 66 0f 1f 44 00 00    e8 db a6 fd ff e9 53 ff ff ff 66 0f 1f 44 00 00  | L.........f..D........S...f..D.. | 
| 2ab00 |  4c 89 ff e8 c8 a6 fd ff e9 78 ff ff ff 0f 1f 00    31 f6 48 8d 4c 24 18 48 8d 54 24 20 4d 89 f0 4c  | L........x......1.H.L$.H.T$.M..L | 
| 2ab20 |  8d 0d b4 0d 03 00 48 89 ef e8 f2 a2 fe ff 85 c0    0f 89 b9 fb ff ff be 9c 1e 00 00 e9 e4 fc ff ff  | ......H......................... | 
| 2ab40 |  48 8b 05 f1 03 08 00 48 8d 35 da fb 02 00 41 bc    ff ff ff ff 48 8b 38 e8 24 a7 fd ff ba b7 00 00  | H......H.5....A.....H.8.$....... | 
| 2ab60 |  00 48 8d 0d e1 08 03 00 be 11 1f 00 00 48 8d 3d    84 fb 02 00 e8 37 af fe ff e9 c4 fc ff ff 66 90  | .H...........H.=.....7........f. | 
| 2ab80 |  e8 7b ac fd ff 48 89 c7 e9 a4 fb ff ff 0f 1f 00    4c 89 ef e8 38 a6 fd ff e9 36 fe ff ff 0f 1f 00  | .{...H..........L...8....6...... | 
| 2aba0 |  e8 7b a9 fd ff 48 85 c0 75 14 48 89 ef e8 6e 7b    ff ff 49 89 c6 48 85 c0 0f 85 22 fd ff ff ba b6  | .{...H..u.H...n{..I..H...."..... | 
| 2abc0 |  00 00 00 48 8d 0d 7f 08 03 00 be e5 1e 00 00 41    bc ff ff ff ff 48 8d 3d 1c fb 02 00 e8 cf ae fe  | ...H...........A.....H.=........ | 
| 2abe0 |  ff e9 5c fc ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 8d 74 24 28 ba 01 00 00 00 48 89 7c 24 08 48  | ..\...f.........H.t$(.....H.|$.H | 
| 2ac00 |  c7 44 24 20 00 00 00 00 48 89 6c 24 28 e8 5e ab    fe ff 48 8b 7c 24 08 49 89 c6 49 89 fd e9 63 fe  | .D$.....H.l$(.^...H.|$.I..I...c. | 
| 2ac20 |  ff ff 66 0f 1f 44 00 00 bd f9 1e 00 00 41 bc b6    00 00 00 49 8b 45 00 85 c0 78 0e 48 83 e8 01 49  | ..f..D.......A.....I.E...x.H...I | 
| 2ac40 |  89 45 00 0f 84 31 02 00 00 48 8d 0d f9 07 03 00    44 89 e2 89 ee 48 8d 3d 9c fa 02 00 e8 4f ae fe  | .E...1...H......D....H.=.....O.. | 
| 2ac60 |  ff 41 bc ff ff ff ff e9 d6 fb ff ff 0f 1f 40 00    4d 8b 7e 18 4d 85 ff 0f 84 74 fc ff ff 41 8b 07  | .A............@.M.~.M....t...A.. | 
| 2ac80 |  4d 8b 6e 10 83 c0 01 74 03 41 89 07 41 8b 45 00    83 c0 01 74 04 41 89 45 00 49 8b 06 85 c0 78 0d  | M.n....t.A..A.E....t.A.E.I....x. | 
| 2aca0 |  48 83 e8 01 49 89 06 0f 84 b3 01 00 00 48 8d 74    24 20 ba 01 00 00 00 4c 89 ef 4c 89 7c 24 20 48  | H...I........H.t$......L..L.|$.H | 
| 2acc0 |  c7 44 24 28 00 00 00 00 e8 a3 aa fe ff 48 89 c5    49 8b 07 85 c0 0f 88 34 fc ff ff 48 83 e8 01 49  | .D$(.........H..I......4...H...I | 
| 2ace0 |  89 07 0f 85 27 fc ff ff 4c 89 ff e8 e0 a4 fd ff    e9 1a fc ff ff 0f 1f 00 e8 23 a8 fd ff 48 85 c0  | ....'...L................#...H.. | 
| 2ad00 |  0f 84 0a fe ff ff be 97 1e 00 00 e9 14 fb ff ff    e8 0b a8 fd ff 48 85 c0 75 14 4c 89 ef e8 fe 79  | .....................H..u.L....y | 
| 2ad20 |  ff ff 49 89 c6 48 85 c0 0f 85 57 fc ff ff ba b8    00 00 00 48 8d 0d 0f 07 03 00 be 1c 1f 00 00 41  | ..I..H....W........H...........A | 
| 2ad40 |  bc ff ff ff ff 48 8d 3d ac f9 02 00 e8 5f ad fe    ff e9 ec fa ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .....H.=....._........f......... | 
| 2ad60 |  bd 30 1f 00 00 41 bc b8 00 00 00 e9 c3 fe ff ff    4d 8b 7e 18 4d 85 ff 0f 84 19 fc ff ff 41 8b 07  | .0...A..........M.~.M........A.. | 
| 2ad80 |  4d 8b 6e 10 83 c0 01 74 03 41 89 07 41 8b 45 00    83 c0 01 74 04 41 89 45 00 49 8b 06 85 c0 78 0d  | M.n....t.A..A.E....t.A.E.I....x. | 
| 2ada0 |  48 83 e8 01 49 89 06 0f 84 c0 00 00 00 48 8d 74    24 20 ba 01 00 00 00 4c 89 ef 4c 89 7c 24 20 48  | H...I........H.t$......L..L.|$.H | 
| 2adc0 |  c7 44 24 28 00 00 00 00 e8 a3 a9 fe ff 48 89 c3    49 8b 07 85 c0 0f 88 d9 fb ff ff 48 83 e8 01 49  | .D$(.........H..I..........H...I | 
| 2ade0 |  89 07 0f 85 cc fb ff ff 4c 89 ff e8 e0 a3 fd ff    e9 bf fb ff ff 0f 1f 00 e8 03 aa fd ff 48 89 c7  | ........L....................H.. | 
| 2ae00 |  e9 f1 fb ff ff 49 8b 45 00 85 c0 0f 88 de 00 00    00 48 83 e8 01 49 89 45 00 0f 85 ae 00 00 00 41  | .....I.E.........H...I.E.......A | 
| 2ae20 |  bc b9 00 00 00 bd 52 1f 00 00 4c 89 ef e8 9e a3    fd ff 48 8d 0d 10 06 03 00 44 89 e2 89 ee 48 8d  | ......R...L.......H......D....H. | 
| 2ae40 |  3d b3 f8 02 00 e8 66 ac fe ff 48 85 db 0f 84 0e    fe ff ff 48 89 dd 41 83 cc ff e9 2a f9 ff ff 90  | =.....f...H........H..A....*.... | 
| 2ae60 |  4c 89 f7 e8 68 a3 fd ff e9 40 fe ff ff 4c 89 f7    e8 5b a3 fd ff e9 33 ff ff ff 31 db eb ac 48 8d  | L...h....@...L...[....3...1...H. | 
| 2ae80 |  0d c4 05 03 00 ba bd 00 00 00 be 76 1f 00 00 41    83 cc ff 48 8d 3d 5e f8 02 00 e8 11 ac fe ff e9  | ...........v...A...H.=^......... | 
| 2aea0 |  e5 f8 ff ff 48 8d 0d 9e 05 03 00 ba b9 00 00 00    be 3e 1f 00 00 48 89 dd 48 8d 3d 39 f8 02 00 41  | ....H............>...H..H.=9...A | 
| 2aec0 |  83 cc ff e8 e8 ab fe ff e9 bc f8 ff ff 48 8d 0d    75 05 03 00 ba b9 00 00 00 be 52 1f 00 00 48 8d  | .............H..u.........R...H. | 
| 2aee0 |  3d 13 f8 02 00 e8 c6 ab fe ff e9 64 ff ff ff 48    8d 0d 53 05 03 00 ba b9 00 00 00 be 52 1f 00 00  | =..........d...H..S.........R... | 
| 2af00 |  48 89 dd 48 8d 3d ee f7 02 00 41 83 cc ff e8 9d    ab fe ff e9 71 f8 ff ff 0f 1f 84 00 00 00 00 00  | H..H.=....A.........q........... | 
| 2af20 |  41 57 48 8d 05 2f 1c 08 00 41 56 41 55 41 54 55    48 89 d5 53 48 83 ec 28 48 8b 1d 39 00 08 00 48  | AWH../...AVAUATUH..SH..(H..9...H | 
| 2af40 |  89 44 24 10 48 c7 44 24 18 00 00 00 00 48 89 5c    24 08 48 85 c9 0f 84 fd 01 00 00 49 89 cc 4c 8d  | .D$.H.D$.....H.\$.H........I..L. | 
| 2af60 |  3c d6 48 85 d2 0f 84 95 02 00 00 48 83 fa 01 0f    85 f6 01 00 00 4c 8b 36 48 8b 41 10 4c 89 74 24  | <.H........H.........L.6H.A.L.t$ | 
| 2af80 |  08 48 85 c0 0f 8f e6 07 00 00 4c 8b 25 97 1a 08    00 48 8b 3d a8 0f 08 00 49 8b 54 24 18 4c 89 e6  | .H........L.%....H.=....I.T$.L.. | 
| 2afa0 |  e8 bb a5 fd ff 48 89 c5 48 85 c0 0f 84 67 05 00    00 8b 00 83 c0 01 74 03 89 45 00 48 8b 45 08 48  | .....H..H....g........t..E.H.E.H | 
| 2afc0 |  8b 35 b2 13 08 00 48 89 ef 48 8b 80 90 00 00 00    48 85 c0 0f 84 87 05 00 00 ff d0 49 89 c4 48 8b  | .5....H..H......H..........I..H. | 
| 2afe0 |  45 00 4d 85 e4 0f 84 85 05 00 00 85 c0 78 0e 48    83 e8 01 48 89 45 00 0f 84 eb 04 00 00 4c 8b 2d  | E.M..........x.H...H.E.......L.- | 
| 2b000 |  4c 10 08 00 48 8b 3d 35 0f 08 00 49 8b 55 18 4c    89 ee e8 49 a5 fd ff 48 89 c5 48 85 c0 0f 84 4d  | L...H.=5...I.U.L...I...H..H....M | 
| 2b020 |  06 00 00 8b 00 83 c0 01 74 03 89 45 00 48 89 ee    4c 89 e7 e8 58 a2 fd ff 41 89 c5 83 f8 ff 0f 84  | ........t..E.H..L...X...A....... | 
| 2b040 |  f4 06 00 00 49 8b 04 24 85 c0 78 0e 48 83 e8 01    49 89 04 24 0f 84 ae 04 00 00 48 8b 45 00 85 c0  | ....I..$..x.H...I..$......H.E... | 
| 2b060 |  78 0e 48 83 e8 01 48 89 45 00 0f 84 88 04 00 00    4c 8b 25 b1 19 08 00 48 8b 3d c2 0e 08 00 49 8b  | x.H...H.E.......L.%....H.=....I. | 
| 2b080 |  54 24 18 4c 89 e6 45 85 ed 0f 84 89 01 00 00 e8    cc a4 fd ff 49 89 c5 48 85 c0 0f 84 58 06 00 00  | T$.L..E.............I..H....X... | 
| 2b0a0 |  8b 00 83 c0 01 74 04 41 89 45 00 49 8b 45 08 48    8b 35 a2 1a 08 00 4c 89 ef 48 8b 80 90 00 00 00  | .....t.A.E.I.E.H.5....L..H...... | 
| 2b0c0 |  48 85 c0 0f 84 8f 07 00 00 ff d0 49 89 c4 49 8b    45 00 4d 85 e4 0f 84 5d 05 00 00 85 c0 78 0e 48  | H..........I..I.E.M....].....x.H | 
| 2b0e0 |  83 e8 01 49 89 45 00 0f 84 d3 06 00 00 48 8b 05    04 fe 07 00 49 39 44 24 08 0f 84 b1 07 00 00 48  | ...I.E.......H......I9D$.......H | 
| 2b100 |  8d 74 24 18 ba 01 00 00 00 4c 89 e7 4d 89 e7 48    c7 44 24 10 00 00 00 00 4c 89 74 24 18 e8 4e a6  | .t$......L..M..H.D$.....L.t$..N. | 
| 2b120 |  fe ff 49 89 c5 4d 85 ed 0f 84 3a 07 00 00 49 8b    07 85 c0 0f 88 ad 00 00 00 48 83 e8 01 49 89 07  | ..I..M....:...I..........H...I.. | 
| 2b140 |  0f 85 a0 00 00 00 4c 89 ff e8 82 a0 fd ff e9 93    00 00 00 0f 1f 44 00 00 48 85 d2 0f 84 ac 00 00  | ......L..............D..H....... | 
| 2b160 |  00 48 83 fa 01 0f 84 ed 01 00 00 48 85 ed 48 8d    05 c3 02 03 00 48 8d 0d b3 02 03 00 48 0f 49 c8  | .H.........H..H......H......H.I. | 
| 2b180 |  48 89 e8 48 8d 15 a4 02 03 00 48 c1 f8 3f 4c 8d    0d 1b 07 03 00 48 85 ed 4c 0f 49 ca 4c 8d 40 01  | H..H......H..?L......H..L.I.L.@. | 
| 2b1a0 |  48 83 ec 08 48 8b 05 8d fd 07 00 55 48 8d 15 44    07 03 00 48 8d 35 46 e4 02 00 48 8b 38 31 c0 e8  | H...H......UH..D...H.5F...H.81.. | 
| 2b1c0 |  cc a5 fd ff 58 be 76 6d 00 00 5a 48 8d 0d 77 02    03 00 ba b3 12 00 00 48 8d 3d 05 07 03 00 45 31  | ....X.vm..ZH..w........H.=....E1 | 
| 2b1e0 |  ed e8 ca a8 fe ff 48 83 c4 28 4c 89 e8 5b 5d 41    5c 41 5d 41 5e 41 5f c3 0f 1f 84 00 00 00 00 00  | ......H..(L..[]A\A]A^A_......... | 
| 2b200 |  4c 8b 69 10 4d 85 ed 0f 8f 5b 01 00 00 49 89 de    e9 75 fd ff ff 0f 1f 00 e8 43 a3 fd ff 48 89 c5  | L.i.M....[...I...u.......C...H.. | 
| 2b220 |  48 85 c0 0f 84 9f 04 00 00 8b 00 83 c0 01 74 03    89 45 00 48 8b 45 08 48 8b 35 3a 11 08 00 48 89  | H.............t..E.H.E.H.5:...H. | 
| 2b240 |  ef 48 8b 80 90 00 00 00 48 85 c0 0f 84 df 05 00    00 ff d0 49 89 c5 48 8b 45 00 4d 85 ed 0f 84 dd  | .H......H..........I..H.E.M..... | 
| 2b260 |  05 00 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f    84 3b 05 00 00 4d 8b 65 08 41 8b 04 24 83 c0 01  | .....x.H...H.E...;...M.e.A..$... | 
| 2b280 |  74 08 41 89 04 24 4d 8b 65 08 49 8b 45 00 85 c0    78 0e 48 83 e8 01 49 89 45 00 0f 84 30 05 00 00  | t.A..$M.e.I.E...x.H...I.E...0... | 
| 2b2a0 |  48 c7 44 24 10 00 00 00 00 4c 89 74 24 18 49 8b    7c 24 08 48 3b 3d 2e fd 07 00 74 14 48 8b 35 25  | H.D$.....L.t$.I.|$.H;=....t.H.5% | 
| 2b2c0 |  fd 07 00 e8 a8 a4 fd ff 85 c0 0f 84 c8 00 00 00    49 8b 54 24 10 8b 42 10 a8 08 0f 84 b8 00 00 00  | ................I.T$..B......... | 
| 2b2e0 |  4c 8b 74 24 18 4c 8b 6a 08 31 ed a8 20 75 05 49    8b 6c 24 18 48 8d 3d 5d dd 02 00 e8 00 9e fd ff  | L.t$.L.j.1...u.I.l$.H.=]........ | 
| 2b300 |  85 c0 75 2c 4c 89 f6 48 89 ef 41 ff d5 49 89 c7    e8 5b a2 fd ff 4d 85 ff 0f 85 a8 00 00 00 e8 fd  | ..u,L..H..A..I...[...M.......... | 
| 2b320 |  a1 fd ff 48 85 c0 0f 84 5b 07 00 00 0f 1f 40 00    48 8d 0d 12 01 03 00 ba c9 12 00 00 be fa 6d 00  | ...H....[.....@.H.............m. | 
| 2b340 |  00 45 31 ed 48 8d 3d 98 05 03 00 e8 60 a7 fe ff    e9 9a 02 00 00 0f 1f 00 4c 8b 36 4c 89 74 24 08  | .E1.H.=.....`...........L.6L.t$. | 
| 2b360 |  e9 25 fc ff ff 0f 1f 00 48 8b 15 e9 17 08 00 4c    89 fe 4c 89 e7 e8 66 96 fe ff 49 89 c6 48 85 c0  | .%......H......L..L...f...I..H.. | 
| 2b380 |  0f 84 ba 05 00 00 48 89 44 24 08 49 8d 45 ff e9    ed fb ff ff 0f 1f 40 00 4c 89 e7 e8 50 9f fd ff  | ......H.D$.I.E........@.L...P... | 
| 2b3a0 |  48 8d 74 24 18 31 c9 4c 89 e7 ba 01 00 00 00 48    85 c0 0f 84 00 03 00 00 ff d0 49 89 c7 4d 85 ff  | H.t$.1.L.......H..........I..M.. | 
| 2b3c0 |  0f 84 6a ff ff ff 49 8b 47 08 48 8b 35 af 18 08    00 4c 89 ff 48 8b 80 90 00 00 00 48 85 c0 0f 84  | ..j...I.G.H.5....L..H......H.... | 
| 2b3e0 |  bc 05 00 00 ff d0 48 89 c5 49 8b 07 48 85 ed 0f    84 6b 05 00 00 85 c0 78 0d 48 83 e8 01 49 89 07  | ......H..I..H....k.....x.H...I.. | 
| 2b400 |  0f 84 da 03 00 00 4c 8b 2d 1b 16 08 00 48 8b 3d    2c 0b 08 00 49 8b 55 18 4c 89 ee e8 40 a1 fd ff  | ......L.-....H.=,...I.U.L...@... | 
| 2b420 |  49 89 c7 48 85 c0 0f 84 84 05 00 00 8b 00 83 c0    01 74 03 41 89 07 49 8b 47 08 48 8b 35 37 0f 08  | I..H.............t.A..I.G.H.57.. | 
| 2b440 |  00 4c 89 ff 48 8b 80 90 00 00 00 48 85 c0 0f 84    ac 05 00 00 ff d0 49 89 c5 4d 85 ed 0f 84 7e 05  | .L..H......H..........I..M....~. | 
| 2b460 |  00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07    0f 84 7a 03 00 00 49 8b 45 08 48 8b 35 ff 17 08  | ..I....x.H...I....z...I.E.H.5... | 
| 2b480 |  00 48 89 ea 4c 89 ef 48 8b 80 98 00 00 00 48 85    c0 0f 84 79 05 00 00 ff d0 89 c2 48 8b 45 00 85  | .H..L..H......H....y.......H.E.. | 
| 2b4a0 |  d2 0f 88 59 03 00 00 85 c0 78 0e 48 83 e8 01 48    89 45 00 0f 84 67 03 00 00 49 8b 45 00 85 c0 78  | ...Y.....x.H...H.E...g...I.E...x | 
| 2b4c0 |  0e 48 83 e8 01 49 89 45 00 0f 84 41 03 00 00 8b    03 49 89 dd 83 c0 01 0f 84 12 01 00 00 89 03 e9  | .H...I.E...A.....I.............. | 
| 2b4e0 |  0b 01 00 00 0f 1f 40 00 48 89 ef e8 e0 9c fd ff    e9 08 fb ff ff 0f 1f 00 48 89 ef e8 d0 9c fd ff  | ......@.H...............H....... | 
| 2b500 |  e9 6b fb ff ff 0f 1f 00 4c 89 e7 e8 c0 9c fd ff    e9 45 fb ff ff 0f 1f 00 e8 03 a0 fd ff 48 85 c0  | .k......L........E...........H.. | 
| 2b520 |  75 14 4c 89 e7 e8 f6 71 ff ff 48 89 c5 48 85 c0    0f 85 85 fa ff ff ba c5 12 00 00 be a6 6d 00 00  | u.L....q..H..H...............m.. | 
| 2b540 |  48 8d 0d 02 ff 02 00 48 8d 3d 95 03 03 00 45 31    ed e8 5a a5 fe ff e9 8b fc ff ff 0f 1f 44 00 00  | H......H.=....E1..Z..........D.. | 
| 2b560 |  e8 9b a2 fd ff 49 89 c4 e9 71 fa ff ff 0f 1f 00    41 be a8 6d 00 00 bb c5 12 00 00 48 8b 45 00 85  | .....I...q......A..m.......H.E.. | 
| 2b580 |  c0 78 48 45 31 ff 48 83 e8 01 48 89 45 00 75 26    45 31 ed 48 89 ef e8 35 9c fd ff 4d 85 ed 74 16  | .xHE1.H...H.E.u&E1.H...5...M..t. | 
| 2b5a0 |  49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00    0f 84 a6 00 00 00 4d 85 ff 74 10 49 8b 07 85 c0  | I.E...x.H...I.E.......M..t.I.... | 
| 2b5c0 |  78 09 48 83 e8 01 49 89 07 74 5d 48 8d 0d 77 fe    02 00 89 da 44 89 f6 48 8d 3d 05 03 03 00 e8 cd  | x.H...I..t]H..w.....D..H.=...... | 
| 2b5e0 |  a4 fe ff 4d 85 e4 0f 84 d3 04 00 00 45 31 ed 49    8b 04 24 85 c0 0f 88 eb fb ff ff 48 83 e8 01 49  | ...M........E1.I..$........H...I | 
| 2b600 |  89 04 24 0f 85 dd fb ff ff 4c 89 e7 e8 bf 9b fd    ff e9 d0 fb ff ff bb c9 12 00 00 41 be fc 6d 00  | ..$......L.................A..m. | 
| 2b620 |  00 0f 1f 80 00 00 00 00 4c 89 ff e8 a0 9b fd ff    eb 99 66 0f 1f 44 00 00 85 c0 0f 88 62 04 00 00  | ........L.........f..D......b... | 
| 2b640 |  48 83 e8 01 49 89 45 00 0f 85 54 04 00 00 45 31    ff bb c6 12 00 00 41 be bc 6d 00 00 4c 89 ef e8  | H...I.E...T...E1......A..m..L... | 
| 2b660 |  6c 9b fd ff e9 4d ff ff ff 0f 1f 80 00 00 00 00    e8 ab 9e fd ff 48 85 c0 75 16 4c 89 ef e8 9e 70  | l....M...............H..u.L....p | 
| 2b680 |  ff ff 48 85 c0 74 09 48 89 c5 e9 9e f9 ff ff 90    4d 89 e5 bb c5 12 00 00 45 31 e4 41 be ab 6d 00  | ..H..t.H........M.......E1.A..m. | 
| 2b6a0 |  00 49 8b 45 00 85 c0 0f 88 1e ff ff ff 45 31 ff    e9 f3 fe ff ff 0f 1f 00 e8 c3 9e fd ff 49 89 c7  | .I.E.........E1..............I.. | 
| 2b6c0 |  e9 f8 fc ff ff 0f 1f 00 e8 53 9e fd ff 48 85 c0    75 14 4c 89 e7 e8 46 70 ff ff 48 89 c5 48 85 c0  | .........S...H..u.L...Fp..H..H.. | 
| 2b6e0 |  0f 85 4d fb ff ff ba c8 12 00 00 be ea 6d 00 00    e9 4b fe ff ff 0f 1f 00 e8 23 9e fd ff 48 85 c0  | ..M..........m...K.......#...H.. | 
| 2b700 |  75 11 4c 89 e7 e8 16 70 ff ff 48 85 c0 0f 85 b4    03 00 00 48 8d 0d 2f fd 02 00 ba c6 12 00 00 be  | u.L....p..H........H../......... | 
| 2b720 |  ba 6d 00 00 48 8d 3d b8 01 03 00 e8 80 a3 fe ff    e9 b1 fa ff ff 0f 1f 00 4d 89 e5 41 be ad 6d 00  | .m..H.=.................M..A..m. | 
| 2b740 |  00 bb c5 12 00 00 45 31 e4 48 8b 45 00 85 c0 0f    88 4c ff ff ff 45 31 ff 48 83 e8 01 48 89 45 00  | ......E1.H.E.....L...E1.H...H.E. | 
| 2b760 |  0f 85 3a fe ff ff e9 28 fe ff ff 0f 1f 44 00 00    48 8d 4c 24 08 48 8d 54 24 10 49 89 e8 4c 89 fe  | ..:....(.....D..H.L$.H.T$.I..L.. | 
| 2b780 |  4c 8d 0d 70 01 03 00 4c 89 e7 e8 91 96 fe ff 4c    8b 74 24 08 85 c0 0f 89 ee f7 ff ff be 68 6d 00  | L..p...L.......L.t$..........hm. | 
| 2b7a0 |  00 e9 25 fa ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 89 ef e8 18 9a fd ff e9 b8 fa ff ff 0f 1f 00  | ..%...f.........H............... | 
| 2b7c0 |  4c 89 ef e8 08 9a fd ff e9 20 f9 ff ff 0f 1f 00    4c 89 ef e8 f8 99 fd ff e9 c3 fa ff ff 0f 1f 00  | L...............L............... | 
| 2b7e0 |  4c 89 ff e8 e8 99 fd ff e9 19 fc ff ff 0f 1f 00    4c 89 ff e8 d8 99 fd ff e9 79 fc ff ff 0f 1f 00  | L...............L........y...... | 
| 2b800 |  41 be 04 6e 00 00 bb c9 12 00 00 e9 39 ff ff ff    4c 89 ef e8 b8 99 fd ff e9 b2 fc ff ff 0f 1f 00  | A..n........9...L............... | 
| 2b820 |  48 89 ef e8 a8 99 fd ff e9 8c fc ff ff 0f 1f 00    e8 cb 9f fd ff 49 89 c5 e9 19 fa ff ff 0f 1f 00  | H....................I.......... | 
| 2b840 |  45 31 e4 41 be ec 6d 00 00 bb c8 12 00 00 e9 28    fd ff ff 0f 1f 44 00 00 e8 a3 9f fd ff 49 89 c4  | E1.A..m........(.....D.......I.. | 
| 2b860 |  e9 69 f8 ff ff 0f 1f 00 49 8b 07 85 c0 78 1e 48    83 e8 01 41 bc 00 00 00 00 bb c6 12 00 00 41 be  | .i......I....x.H...A..........A. | 
| 2b880 |  d1 6d 00 00 49 89 07 0f 84 9b fd ff ff 48 8d 0d    b5 fb 02 00 ba c6 12 00 00 be d1 6d 00 00 48 8d  | .m..I........H.............m..H. | 
| 2b8a0 |  3d 3e 00 03 00 e8 06 a2 fe ff e9 37 f9 ff ff 90    49 8b 6c 24 18 48 85 ed 0f 84 41 f8 ff ff 8b 45  | =>.........7....I.l$.H....A....E | 
| 2b8c0 |  00 4d 8b 7c 24 10 83 c0 01 74 03 89 45 00 41 8b    07 83 c0 01 74 03 41 89 07 49 8b 04 24 85 c0 78  | .M.|$....t..E.A.....t.A..I..$..x | 
| 2b8e0 |  0e 48 83 e8 01 49 89 04 24 0f 84 52 01 00 00 66    49 0f 6e ce 66 48 0f 6e c5 48 8d 74 24 10 4c 89  | .H...I..$..R...fI.n.fH.n.H.t$.L. | 
| 2b900 |  ff 66 0f 6c c1 ba 02 00 00 00 0f 29 44 24 10 e8    5c 9e fe ff 49 89 c5 48 8b 45 00 85 c0 0f 88 02  | .f.l.......)D$..\...I..H.E...... | 
| 2b920 |  f8 ff ff 48 83 e8 01 48 89 45 00 0f 85 f4 f7 ff    ff 48 89 ef e8 97 98 fd ff e9 e7 f7 ff ff 66 90  | ...H...H.E.......H............f. | 
| 2b940 |  e8 db 9b fd ff 48 85 c0 0f 84 22 fe ff ff be 63    6d 00 00 e9 73 f8 ff ff 0f 1f 84 00 00 00 00 00  | .....H...."....cm...s........... | 
| 2b960 |  85 c0 0f 88 b4 00 00 00 48 83 e8 01 49 89 07 0f    84 a1 fc ff ff 48 8d 0d cd fa 02 00 ba c9 12 00  | ........H...I........H.......... | 
| 2b980 |  00 be fc 6d 00 00 48 8d 3d 56 ff 02 00 e8 1e a1    fe ff e9 55 fc ff ff 66 0f 1f 84 00 00 00 00 00  | ...m..H.=V.........U...f........ | 
| 2b9a0 |  e8 5b 9e fd ff 48 89 c5 e9 3c fa ff ff 0f 1f 00    e8 6b 9b fd ff 48 85 c0 75 14 4c 89 ef e8 5e 6d  | .[...H...<.......k...H..u.L...^m | 
| 2b9c0 |  ff ff 49 89 c7 48 85 c0 0f 85 68 fa ff ff 41 be    ff 6d 00 00 bb c9 12 00 00 e9 9d fb ff ff 66 90  | ..I..H....h...A..m............f. | 
| 2b9e0 |  48 8b 45 00 85 c0 78 66 bb c9 12 00 00 41 be 01    6e 00 00 e9 8e fb ff ff 0f 1f 84 00 00 00 00 00  | H.E...xf.....A..n............... | 
| 2ba00 |  e8 fb 9d fd ff 49 89 c5 e9 4c fa ff ff 0f 1f 00    e8 fb 9a fd ff 89 c2 e9 7f fa ff ff 48 8d 0d 26  | .....I...L..................H..& | 
| 2ba20 |  fa 02 00 ba c9 12 00 00 be fc 6d 00 00 45 31 ed    48 8d 3d ac fe 02 00 e8 74 a0 fe ff e9 ae fb ff  | ..........m..E1.H.=.....t....... | 
| 2ba40 |  ff 4c 89 e7 e8 87 97 fd ff e9 a1 fe ff ff 49 8b    07 85 c0 78 10 41 be 01 6e 00 00 bb c9 12 00 00  | .L............I....x.A..n....... | 
| 2ba60 |  e9 5d fb ff ff 48 8d 0d dd f9 02 00 ba c9 12 00    00 be 01 6e 00 00 48 8d 3d 66 fe 02 00 e8 2e a0  | .]...H.............n..H.=f...... | 
| 2ba80 |  fe ff e9 65 fb ff ff 48 8b 05 62 f4 07 00 48 8d    35 e3 d5 02 00 48 8b 38 e8 e3 97 fd ff e9 8e f8  | ...e...H..b...H.5....H.8........ | 
| 2baa0 |  ff ff 48 8d 0d a0 f9 02 00 ba c6 12 00 00 be bc    6d 00 00 48 8d 3d 29 fe 02 00 e8 f1 9f fe ff 45  | ..H.............m..H.=)........E | 
| 2bac0 |  31 ed e9 1f f7 ff ff 49 89 c5 e9 dc f5 ff ff 90    41 57 48 8d 05 07 0b 08 00 41 56 66 48 0f 6e c8  | 1......I........AWH......AVfH.n. | 
| 2bae0 |  41 55 41 54 55 48 89 cd 48 8d 88 b0 01 00 00 48    05 00 06 00 00 53 66 48 0f 6e c1 48 89 d3 66 0f  | AUATUH..H......H.....SfH.n.H..f. | 
| 2bb00 |  6c c1 48 83 ec 78 4c 8b 35 6b f4 07 00 48 89 7c    24 08 48 c7 44 24 30 00 00 00 00 48 89 44 24 60  | l.H..xL.5k...H.|$.H.D$0....H.D$` | 
| 2bb20 |  48 c7 44 24 68 00 00 00 00 4c 89 74 24 38 4c 89    74 24 40 0f 29 44 24 50 48 85 ed 0f 84 97 04 00  | H.D$h....L.t$8L.t$@.)D$PH....... | 
| 2bb40 |  00 4c 8d 3c d6 48 83 fa 02 0f 84 71 09 00 00 0f    8f 43 04 00 00 48 85 d2 0f 84 2a 07 00 00 48 83  | .L.<.H.....q.....C...H....*...H. | 
| 2bb60 |  fa 01 0f 85 8e 04 00 00 4c 8b 26 48 8b 4d 10 4c    89 64 24 30 48 85 c9 0f 8f c3 07 00 00 48 8b 44  | ........L.&H.M.L.d$0H........H.D | 
| 2bb80 |  24 40 4c 8b 6c 24 38 48 89 44 24 10 41 8b 04 24    83 c0 01 74 04 41 89 04 24 41 8b 45 00 83 c0 01  | $@L.l$8H.D$.A..$...t.A..$A.E.... | 
| 2bba0 |  74 04 41 89 45 00 48 8b 2d 03 12 08 00 48 8b 3d    8c 03 08 00 48 8b 55 18 48 89 ee 4d 39 f5 0f 84  | t.A.E.H.-....H.=....H.U.H..M9... | 
| 2bbc0 |  6c 04 00 00 e8 97 99 fd ff 48 89 c3 48 85 c0 0f    84 ab 0c 00 00 8b 00 83 c0 01 74 02 89 03 48 8b  | l........H..H.............t...H. | 
| 2bbe0 |  43 08 48 8b 35 b7 11 08 00 48 89 df 48 8b 80 90    00 00 00 48 85 c0 0f 84 9c 0d 00 00 ff d0 48 89  | C.H.5....H..H......H..........H. | 
| 2bc00 |  c5 48 8b 03 48 85 ed 0f 84 9b 0d 00 00 85 c0 78    0d 48 83 e8 01 48 89 03 0f 84 c2 09 00 00 48 8b  | .H..H..........x.H...H........H. | 
| 2bc20 |  3d 03 06 08 00 48 8b 35 14 09 08 00 48 8b 47 08    48 8b 80 90 00 00 00 48 85 c0 0f 84 f8 0d 00 00  | =....H.5....H.G.H......H........ | 
| 2bc40 |  ff d0 48 89 c3 48 85 db 0f 84 d2 0d 00 00 e8 ed    99 fd ff 49 89 c7 48 85 c0 0f 84 09 0e 00 00 48  | ..H..H.............I..H........H | 
| 2bc60 |  8b 35 2a 0b 08 00 4c 89 e2 48 89 c7 e8 8f 9a fd    ff 85 c0 0f 88 8f 09 00 00 48 8b 35 60 09 08 00  | .5*...L..H...............H.5`... | 
| 2bc80 |  4c 89 ea 4c 89 ff e8 75 9a fd ff 85 c0 0f 88 9d    0b 00 00 48 8b 43 08 4c 8b 35 ba 02 08 00 48 8b  | L..L...u...........H.C.L.5....H. | 
| 2bca0 |  88 80 00 00 00 48 85 c9 0f 84 5a 0c 00 00 48 8d    3d a3 d3 02 00 48 89 4c 24 18 e8 41 94 fd ff 85  | .....H....Z...H.=....H.L$..A.... | 
| 2bcc0 |  c0 0f 85 61 0c 00 00 4c 89 f6 48 8b 4c 24 18 4c    89 fa 48 89 df ff d1 49 89 c6 e8 91 98 fd ff 4d  | ...a...L..H.L$.L..H....I.......M | 
| 2bce0 |  85 f6 0f 84 78 10 00 00 48 8b 03 85 c0 78 0d 48    83 e8 01 48 89 03 0f 84 04 0d 00 00 49 8b 07 85  | ....x...H....x.H...H........I... | 
| 2bd00 |  c0 78 0d 48 83 e8 01 49 89 07 0f 84 e0 0c 00 00    48 8b 05 e1 f1 07 00 48 39 45 08 0f 84 ff 0e 00  | .x.H...I........H......H9E...... | 
| 2bd20 |  00 48 8d 74 24 58 ba 02 00 00 00 48 89 ef 49 89    ef 48 8b 05 f8 12 08 00 4c 89 74 24 58 48 c7 44  | .H.t$X.....H..I..H......L.t$XH.D | 
| 2bd40 |  24 50 00 00 00 00 48 89 44 24 60 e8 20 9a fe ff    48 89 c3 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89  | $P....H.D$`.....H..I....x.H...I. | 
| 2bd60 |  06 0f 84 79 0c 00 00 4c 89 fd 41 be 61 05 00 00    41 b8 ee 3e 00 00 48 85 db 0f 84 ff 06 00 00 49  | ...y...L..A.a...A..>..H........I | 
| 2bd80 |  8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 c5    0c 00 00 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89  | ....x.H...I........H....x.H...H. | 
| 2bda0 |  03 0f 84 a1 0c 00 00 48 8b 7c 24 08 48 8b 35 85    0c 08 00 48 8b 47 08 48 8b 80 90 00 00 00 48 85  | .......H.|$.H.5....H.G.H......H. | 
| 2bdc0 |  c0 0f 84 21 0d 00 00 ff d0 49 89 c6 4d 85 f6 0f    84 fb 0c 00 00 48 8b 1d cc f1 07 00 49 39 5d 08  | ...!.....I..M........H......I9]. | 
| 2bde0 |  0f 84 da 07 00 00 4c 89 ef e8 72 94 fd ff 48 89    c5 48 85 c0 0f 84 f6 06 00 00 48 8b 40 08 4c 8b  | ......L...r...H..H........H.@.L. | 
| 2be00 |  0d 33 10 08 00 48 39 d8 0f 85 52 0d 00 00 48 8b    45 10 a8 01 0f 85 ee 0d 00 00 48 83 f8 0f 0f 87  | .3...H9...R...H.E.........H..... | 
| 2be20 |  f4 0e 00 00 83 e0 03 bf 01 00 00 00 48 29 c7 8b    45 18 48 0f af f8 48 83 c7 01 e8 c1 95 fd ff 49  | ............H)..E.H...H........I | 
| 2be40 |  89 c1 4d 85 c9 0f 84 35 0d 00 00 48 8b 45 00 85    c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 5f 0b 00  | ..M....5...H.E...x.H...H.E..._.. | 
| 2be60 |  00 bf 02 00 00 00 4c 89 4c 24 08 e8 40 96 fd ff    4c 8b 4c 24 08 48 85 c0 48 89 c5 0f 84 87 05 00  | ......L.L$..@...L.L$.H..H....... | 
| 2be80 |  00 41 8b 04 24 83 c0 01 74 04 41 89 04 24 66 49    0f 6e c4 66 49 0f 6e d1 66 0f 6c c2 0f 11 45 18  | .A..$...t.A..$fI.n.fI.n.f.l...E. | 
| 2bea0 |  e8 9b 97 fd ff 48 85 c0 0f 84 5a 0e 00 00 48 8b    54 24 10 48 8b 35 26 0d 08 00 48 89 c7 48 89 44  | .....H....Z...H.T$.H.5&...H..H.D | 
| 2bec0 |  24 08 e8 39 98 fd ff 4c 8b 4c 24 08 85 c0 0f 88    ac 0b 00 00 48 8b 15 d5 07 08 00 48 8b 35 d6 05  | $..9...L.L$.........H......H.5.. | 
| 2bee0 |  08 00 4c 89 cf e8 16 98 fd ff 4c 8b 4c 24 08 85    c0 0f 88 c9 0b 00 00 4c 89 ca 48 89 ee 4c 89 f7  | ..L.......L.L$.........L..H..L.. | 
| 2bf00 |  e8 db 76 fe ff 4c 8b 4c 24 08 48 85 c0 49 89 c7    0f 84 e5 0f 00 00 49 8b 06 85 c0 78 0d 48 83 e8  | ..v..L.L$.H..I........I....x.H.. | 
| 2bf20 |  01 49 89 06 0f 84 56 0a 00 00 48 8b 45 00 85 c0    78 0e 48 83 e8 01 48 89 45 00 0f 84 28 0a 00 00  | .I....V...H.E...x.H...H.E...(... | 
| 2bf40 |  49 8b 01 85 c0 78 11 48 83 e8 01 49 89 01 0f 84    04 0a 00 00 0f 1f 40 00 49 8b 04 24 85 c0 78 0e  | I....x.H...I..........@.I..$..x. | 
| 2bf60 |  48 83 e8 01 49 89 04 24 0f 84 72 05 00 00 49 8b    45 00 85 c0 0f 88 b0 03 00 00 48 83 e8 01 49 89  | H...I..$..r...I.E.........H...I. | 
| 2bf80 |  45 00 0f 85 a2 03 00 00 4c 89 ef e8 40 92 fd ff    e9 95 03 00 00 0f 1f 00 48 83 fa 03 0f 85 2e 03  | E.......L...@...........H....... | 
| 2bfa0 |  00 00 48 8b 46 10 4c 8b 26 48 8b 4d 10 48 89 44    24 40 48 8b 46 08 4c 89 64 24 30 48 89 44 24 38  | ..H.F.L.&H.M.H.D$@H.F.L.d$0H.D$8 | 
| 2bfc0 |  48 85 c9 0f 8f 7f 08 00 00 4c 8b 64 24 30 e9 aa    fb ff ff 0f 1f 44 00 00 48 83 fa 02 0f 84 3e 08  | H........L.d$0.......D..H.....>. | 
| 2bfe0 |  00 00 48 83 fa 03 0f 84 fc 03 00 00 48 83 fa 01    0f 84 da 03 00 00 48 85 db 48 8d 05 38 f4 02 00  | ..H.........H.........H..H..8... | 
| 2c000 |  48 8d 0d 28 f4 02 00 41 0f 9f c0 48 0f 4f c8 4c    8d 0d 18 f4 02 00 45 0f b6 c0 48 8d 05 8f f8 02  | H..(...A...H.O.L......E...H..... | 
| 2c020 |  00 4c 0f 4f c8 4f 8d 44 00 01 e9 b5 02 00 00 90    e8 2b 95 fd ff 49 89 c1 48 85 c0 0f 84 ef 0a 00  | .L.O.O.D.........+...I..H....... | 
| 2c040 |  00 8b 00 83 c0 01 74 03 41 89 01 49 8b 41 08 4c    89 4c 24 18 4c 89 cf 48 8b 35 42 0d 08 00 48 8b  | ......t.A..I.A.L.L$.L..H.5B...H. | 
| 2c060 |  80 90 00 00 00 48 85 c0 0f 84 d2 08 00 00 ff d0    4c 8b 4c 24 18 48 89 c3 49 8b 01 48 85 db 0f 84  | .....H..........L.L$.H..I..H.... | 
| 2c080 |  44 0b 00 00 85 c0 78 0d 48 83 e8 01 49 89 01 0f    84 7b 09 00 00 48 8b 3d 84 01 08 00 48 8b 35 9d  | D.....x.H...I....{...H.=....H.5. | 
| 2c0a0 |  04 08 00 48 8b 47 08 48 8b 80 90 00 00 00 48 85    c0 0f 84 29 0c 00 00 ff d0 49 89 c1 4d 85 c9 4c  | ...H.G.H......H....).....I..M..L | 
| 2c0c0 |  89 4c 24 18 0f 84 f6 0b 00 00 e8 71 95 fd ff 4c    8b 4c 24 18 48 85 c0 49 89 c7 0f 84 c0 0c 00 00  | .L$........q...L.L$.H..I........ | 
| 2c0e0 |  48 8b 35 a9 06 08 00 4c 89 e2 48 89 c7 e8 0e 96    fd ff 4c 8b 4c 24 18 85 c0 0f 88 a9 09 00 00 49  | H.5....L..H.......L.L$.........I | 
| 2c100 |  8b 41 08 48 8b 2d 4e fe 07 00 48 8b 88 80 00 00    00 48 85 c9 0f 84 71 0a 00 00 48 8d 3d 37 cf 02  | .A.H.-N...H......H....q...H.=7.. | 
| 2c120 |  00 4c 89 4c 24 18 48 89 4c 24 20 e8 d0 8f fd ff    4c 8b 4c 24 18 85 c0 0f 85 74 0a 00 00 4c 89 4c  | .L.L$.H.L$......L.L$.....t...L.L | 
| 2c140 |  24 28 48 89 ee 4c 89 cf 48 8b 4c 24 20 4c 89 fa    ff d1 48 89 c5 48 89 44 24 18 e8 11 94 fd ff 48  | $(H..L..H.L$.L....H..H.D$......H | 
| 2c160 |  85 ed 4c 8b 4c 24 28 0f 84 3e 0d 00 00 49 8b 01    85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 87 09 00  | ..L.L$(..>...I....x.H...I....... | 
| 2c180 |  00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f    84 63 09 00 00 48 8b 05 5c ed 07 00 48 39 43 08  | .I....x.H...I....c...H..\...H9C. | 
| 2c1a0 |  0f 84 61 0c 00 00 48 8b 44 24 18 48 8d 74 24 58    ba 02 00 00 00 48 89 df 48 c7 44 24 50 00 00 00  | ..a...H.D$.H.t$X.....H..H.D$P... | 
| 2c1c0 |  00 48 89 44 24 58 48 8b 05 63 0e 08 00 48 89 44    24 60 e8 99 95 fe ff 49 89 d9 48 89 c5 48 8b 54  | .H.D$XH..c...H.D$`.....I..H..H.T | 
| 2c1e0 |  24 18 48 8b 02 85 c0 78 0d 48 83 e8 01 48 89 02    0f 84 22 09 00 00 48 85 ed 0f 84 14 0d 00 00 49  | $.H....x.H...H...."...H........I | 
| 2c200 |  8b 01 85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 e5    06 00 00 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48  | ....x.H...I........H.E...x.H...H | 
| 2c220 |  89 45 00 0f 84 bf 06 00 00 41 8b 04 24 83 c0 01    74 04 41 89 04 24 49 8b 06 85 c0 78 0d 48 83 e8  | .E.......A..$...t.A..$I....x.H.. | 
| 2c240 |  01 49 89 06 0f 84 8e 06 00 00 48 8b 1d e7 0b 08    00 8b 03 83 c0 01 74 09 89 03 48 8b 1d d7 0b 08  | .I........H...........t...H..... | 
| 2c260 |  00 49 8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04    24 0f 84 49 06 00 00 4d 89 e5 49 89 dc e9 25 fb  | .I..$..x.H...I..$..I...M..I...%. | 
| 2c280 |  ff ff 66 0f 1f 44 00 00 48 8b 4d 10 48 8b 15 fd    04 08 00 4c 89 fe 48 89 ef 48 89 4c 24 10 e8 3d  | ..f..D..H.M.H......L..H..H.L$..= | 
| 2c2a0 |  87 fe ff 48 8b 4c 24 10 48 85 c0 48 89 44 24 30    49 89 c4 0f 84 22 0b 00 00 48 83 e9 01 48 85 c9  | ...H.L$.H..H.D$0I...."...H...H.. | 
| 2c2c0 |  0f 8e b7 f8 ff ff eb 78 0f 1f 84 00 00 00 00 00    48 8d 0d 61 f1 02 00 41 b8 03 00 00 00 4c 8d 0d  | .......x........H..a...A.....L.. | 
| 2c2e0 |  cc f5 02 00 48 83 ec 08 48 8b 05 49 ec 07 00 48    8d 15 06 f6 02 00 48 8d 35 03 d3 02 00 53 48 8b  | ....H...H..I...H......H.5....SH. | 
| 2c300 |  38 31 c0 e8 88 94 fd ff 58 be 22 3e 00 00 5a 48    8d 0d 33 f1 02 00 ba 09 05 00 00 48 8d 3d 36 e4  | 81......X.">..ZH..3........H.=6. | 
| 2c320 |  02 00 45 31 ff e8 86 97 fe ff 48 83 c4 78 4c 89    f8 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 40 00  | ..E1......H..xL..[]A\A]A^A_...@. | 
| 2c340 |  48 8b 15 99 02 08 00 4c 89 fe 48 89 ef 48 89 4c    24 10 e8 89 86 fe ff 48 8b 4c 24 10 48 85 c0 49  | H......L..H..H.L$......H.L$.H..I | 
| 2c360 |  89 c5 0f 84 78 08 00 00 48 89 44 24 38 48 83 e9    01 48 85 c9 0f 8e 76 02 00 00 4c 8b 6d 10 4c 8b  | ....x...H.D$8H...H....v...L.m.L. | 
| 2c380 |  25 5b 08 08 00 4d 85 ed 0f 8e 55 04 00 00 31 c0    eb 13 66 0f 1f 44 00 00 48 83 c0 01 49 39 c5 0f  | %[...M....U...1...f..D..H...I9.. | 
| 2c3a0 |  84 7b 02 00 00 4c 3b 64 c5 18 75 ec 49 8b 04 c7    48 85 c0 0f 84 2a 04 00 00 48 89 44 24 40 48 83  | .{...L;d..u.I...H....*...H.D$@H. | 
| 2c3c0 |  e9 01 e9 f9 fb ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 74 24 10 4d 89 f5 4c 8b 26 4c 89 64 24 30  | .......f........L.t$.M..L.&L.d$0 | 
| 2c3e0 |  e9 a7 f7 ff ff 0f 1f 00 48 8b 46 10 48 89 44 24    10 48 89 44 24 40 4c 8b 6e 08 4c 89 6c 24 38 eb  | ........H.F.H.D$.H.D$@L.n.L.l$8. | 
| 2c400 |  d7 0f 1f 80 00 00 00 00 49 8b 06 85 c0 78 13 48    83 e8 01 41 b8 05 3f 00 00 49 89 06 0f 84 e7 00  | ........I....x.H...A..?..I...... | 
| 2c420 |  00 00 41 b8 05 3f 00 00 41 be 66 05 00 00 45 31    ff 31 db 49 8b 01 85 c0 78 0d 48 83 e8 01 49 89  | ..A..?..A.f...E1.1.I....x.H...I. | 
| 2c440 |  01 0f 84 f9 00 00 00 48 85 db 74 14 48 8b 03 85    c0 78 0d 48 83 e8 01 48 89 03 0f 84 00 01 00 00  | .......H..t.H....x.H...H........ | 
| 2c460 |  4d 85 ff 74 14 49 8b 07 85 c0 78 0d 48 83 e8 01    49 89 07 0f 84 07 01 00 00 48 85 ed 74 16 48 8b  | M..t.I....x.H...I........H..t.H. | 
| 2c480 |  45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84    0c 01 00 00 48 8d 0d ae ef 02 00 44 89 f2 44 89  | E...x.H...H.E.......H......D..D. | 
| 2c4a0 |  c6 45 31 ff 48 8d 3d ad e2 02 00 e8 00 96 fe ff    4d 85 e4 0f 85 9f fa ff ff e9 b0 fa ff ff 66 90  | .E1.H.=.........M.............f. | 
| 2c4c0 |  4c 8b 6e 08 48 8b 06 48 8b 4d 10 4c 89 6c 24 38    48 89 44 24 30 e9 97 fe ff ff 66 0f 1f 44 00 00  | L.n.H..H.M.L.l$8H.D$0.....f..D.. | 
| 2c4e0 |  4c 89 e7 e8 e8 8c fd ff e9 81 fa ff ff 0f 1f 00    41 b8 00 3f 00 00 49 8b 06 85 c0 78 31 48 83 e8  | L...............A..?..I....x1H.. | 
| 2c500 |  01 49 89 06 75 28 45 31 c9 4c 89 f7 44 89 44 24    10 4c 89 4c 24 08 e8 b5 8c fd ff 4c 8b 4c 24 08  | .I..u(E1.L..D.D$.L.L$......L.L$. | 
| 2c520 |  44 8b 44 24 10 4d 85 c9 0f 85 fa fe ff ff 41 be    66 05 00 00 e9 40 ff ff ff 0f 1f 80 00 00 00 00  | D.D$.M........A.f....@.......... | 
| 2c540 |  4c 89 cf 44 89 44 24 08 e8 83 8c fd ff 44 8b 44    24 08 e9 f0 fe ff ff 66 0f 1f 84 00 00 00 00 00  | L..D.D$......D.D$......f........ | 
| 2c560 |  48 89 df 44 89 44 24 08 e8 63 8c fd ff 44 8b 44    24 08 e9 e9 fe ff ff 66 0f 1f 84 00 00 00 00 00  | H..D.D$..c...D.D$......f........ | 
| 2c580 |  4c 89 ff 44 89 44 24 08 e8 43 8c fd ff 44 8b 44    24 08 e9 e2 fe ff ff 66 0f 1f 84 00 00 00 00 00  | L..D.D$..C...D.D$......f........ | 
| 2c5a0 |  48 89 ef 44 89 44 24 08 e8 23 8c fd ff 44 8b 44    24 08 e9 dd fe ff ff 66 0f 1f 84 00 00 00 00 00  | H..D.D$..#...D.D$......f........ | 
| 2c5c0 |  41 8b 45 00 83 c0 01 74 04 41 89 45 00 4c 8b 0d    64 08 08 00 4c 89 ed e9 32 f8 ff ff 0f 1f 40 00  | A.E....t.A.E.L..d...L...2.....@. | 
| 2c5e0 |  48 89 df e8 e8 8b fd ff e9 31 f6 ff ff 0f 1f 00    48 8b 44 24 40 4c 8b 64 24 30 48 89 44 24 10 e9  | H........1......H.D$@L.d$0H.D$.. | 
| 2c600 |  88 f5 ff ff 0f 1f 40 00 41 be 63 05 00 00 41 b8    cd 3e 00 00 e9 33 fe ff ff 0f 1f 80 00 00 00 00  | ......@.A.c...A..>...3.......... | 
| 2c620 |  49 8d 44 24 28 48 89 4c 24 18 45 31 c0 48 89 44    24 20 48 89 5c 24 10 48 89 eb 4c 89 ed 4d 89 e5  | I.D$(H.L$.E1.H.D$.H.\$.H..L..M.. | 
| 2c640 |  4d 89 c4 0f 1f 44 00 00 4a 8b 74 e3 18 49 39 f5    0f 84 aa 01 00 00 48 8b 05 73 e9 07 00 49 39 45  | M....D..J.t..I9.......H..s...I9E | 
| 2c660 |  08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2 0f 84 e5    00 00 00 84 c0 0f 84 dd 00 00 00 49 8b 55 10 48  | ....H9F....................I.U.H | 
| 2c680 |  3b 56 10 0f 85 af 00 00 00 48 8b 46 18 49 8b 7d    18 48 39 c7 41 0f 95 c1 48 83 f8 ff 0f 95 c0 41  | ;V.......H.F.I.}.H9.A...H......A | 
| 2c6a0 |  84 c1 74 0a 48 83 ff ff 0f 85 8a 00 00 00 45 0f    b6 55 20 44 0f b6 4e 20 44 89 d0 44 89 cf c0 e8  | ..t.H.........E..U.D..N.D..D.... | 
| 2c6c0 |  02 40 c0 ef 02 83 e0 07 83 e7 07 40 38 f8 75 68    41 f6 c2 20 0f 85 ee 06 00 00 49 8b 7d 38 41 f6  | .@.........@8.uhA.........I.}8A. | 
| 2c6e0 |  c1 20 0f 85 cb 06 00 00 48 8b 76 38 44 0f b6 c8    41 83 f9 01 0f 84 0c 08 00 00 41 83 f9 02 0f 84  | ........H.v8D...A.........A..... | 
| 2c700 |  26 08 00 00 44 8b 0f 44 8b 16 45 39 ca 75 29 48    83 fa 01 0f 84 e7 00 00 00 0f b6 c0 48 0f af d0  | &...D..D..E9.u)H............H... | 
| 2c720 |  e8 eb 8c fd ff 85 c0 0f 94 c0 0f b6 c0 0f 84 9c    00 00 00 0f 1f 44 00 00 49 83 c4 01 4c 39 e5 0f  | .....................D..I...L9.. | 
| 2c740 |  85 03 ff ff ff 48 89 dd 48 8b 5c 24 10 e9 91 00    00 00 66 0f 1f 44 00 00 4d 39 f5 75 04 84 c0 75  | .....H..H.\$......f..D..M9.u...u | 
| 2c760 |  d7 4c 39 f6 75 04 84 d2 75 ce 4c 89 ef ba 02 00    00 00 e8 a9 8a fd ff 48 89 c7 48 85 c0 74 c6 48  | .L9.u...u.L............H..H..t.H | 
| 2c780 |  3b 05 fa e7 07 00 0f 94 c0 48 3b 3d b8 e7 07 00    0f 94 c2 08 c2 0f 85 15 01 00 00 4c 39 f7 0f 84  | ;........H;=...............L9... | 
| 2c7a0 |  0c 01 00 00 48 89 7c 24 28 e8 32 8e fd ff 48 8b    7c 24 28 48 8b 17 85 d2 78 0d 48 83 ea 01 48 89  | ....H.|$(.2...H.|$(H....x.H...H. | 
| 2c7c0 |  17 0f 84 29 05 00 00 85 c0 0f 84 69 ff ff ff 48    89 dd 48 8b 4c 24 18 48 8b 5c 24 10 4d 89 e0 85  | ...).......i...H..H.L$.H.\$.M... | 
| 2c7e0 |  c0 79 2d e8 38 8d fd ff 48 85 c0 74 5b be 0a 3e    00 00 e9 18 fb ff ff 66 0f 1f 84 00 00 00 00 00  | .y-.8...H..t[..>.......f........ | 
| 2c800 |  48 89 dd 48 8b 4c 24 18 48 8b 5c 24 10 4d 89 e0    4b 8b 04 c7 e9 97 fb ff ff 0f 1f 80 00 00 00 00  | H..H.L$.H.\$.M..K............... | 
| 2c820 |  4c 89 74 24 10 e9 cc fb ff ff 66 0f 1f 44 00 00    41 be 63 05 00 00 41 b8 ce 3e 00 00 e9 0b fc ff  | L.t$......f..D..A.c...A..>...... | 
| 2c840 |  ff 0f 1f 80 00 00 00 00 48 8d 4c 24 30 48 8d 54    24 50 49 89 d8 4c 89 fe 4c 8d 0d 9d f0 02 00 48  | ........H.L$0H.T$PI..L..L......H | 
| 2c860 |  89 ef e8 b9 85 fe ff 85 c0 0f 89 5a f7 ff ff be    0f 3e 00 00 e9 96 fa ff ff 0f 1f 80 00 00 00 00  | ...........Z.....>.............. | 
| 2c880 |  e8 9b 8c fd ff 48 85 c0 75 14 48 89 ef e8 8e 5e    ff ff 48 89 c3 48 85 c0 0f 85 40 f3 ff ff 41 be  | .....H..u.H....^..H..H....@...A. | 
| 2c8a0 |  61 05 00 00 41 b8 bc 3e 00 00 e9 e5 fb ff ff 90    0f b6 c0 e9 fb fe ff ff 0f 1f 84 00 00 00 00 00  | a...A..>........................ | 
| 2c8c0 |  4c 89 e7 4d 89 e5 49 89 dc e8 02 89 fd ff e9 d4    f4 ff ff 0f 1f 44 00 00 4c 89 f7 e8 f0 88 fd ff  | L..M..I..............D..L....... | 
| 2c8e0 |  e9 65 f9 ff ff 0f 1f 00 48 89 ef e8 e0 88 fd ff    e9 34 f9 ff ff 0f 1f 00 4c 89 cf e8 d0 88 fd ff  | .e......H........4......L....... | 
| 2c900 |  e9 0e f9 ff ff 0f 1f 00 4c 89 f6 4c 89 fa 48 89    df e8 3a 8e fd ff 49 89 c6 48 85 c0 0f 85 c6 f3  | ........L..L..H...:...I..H...... | 
| 2c920 |  ff ff 66 0f 1f 44 00 00 41 be 63 05 00 00 41 b8    cf 3e 00 00 e9 13 fb ff ff 0f 1f 80 00 00 00 00  | ..f..D..A.c...A..>.............. | 
| 2c940 |  e8 bb 8e fd ff 4c 8b 4c 24 18 48 89 c3 e9 26 f7    ff ff 66 0f 1f 44 00 00 4c 89 cf e8 70 88 fd ff  | .....L.L$.H...&...f..D..L...p... | 
| 2c960 |  e9 f3 f5 ff ff 0f 1f 00 48 89 ef 4c 89 4c 24 08    e8 5b 88 fd ff 4c 8b 4c 24 08 e9 c1 f5 ff ff 90  | ........H..L.L$..[...L.L$....... | 
| 2c980 |  4c 89 f7 e8 48 88 fd ff 4c 8b 4c 24 08 e9 98 f5    ff ff 66 0f 1f 44 00 00 e8 63 8e fd ff 48 89 c5  | L...H...L.L$......f..D...c...H.. | 
| 2c9a0 |  e9 5c f2 ff ff 0f 1f 00 45 31 ff 41 be 61 05 00    00 41 b8 be 3e 00 00 e9 90 fa ff ff 0f 1f 40 00  | .\......E1.A.a...A..>.........@. | 
| 2c9c0 |  48 89 ef 4c 89 4c 24 08 e8 03 88 fd ff 4c 8b 4c    24 08 e9 8a f4 ff ff 66 0f 1f 84 00 00 00 00 00  | H..L.L$......L.L$......f........ | 
| 2c9e0 |  4c 89 f7 e8 e8 87 fd ff e9 7a f3 ff ff 0f 1f 00    4c 89 ff e8 d8 87 fd ff e9 13 f3 ff ff 0f 1f 00  | L........z......L............... | 
| 2ca00 |  48 89 df e8 c8 87 fd ff e9 ef f2 ff ff 0f 1f 00    4c 89 cf e8 b8 87 fd ff e9 78 f6 ff ff 0f 1f 00  | H...............L........x...... | 
| 2ca20 |  41 be 63 05 00 00 41 b8 c9 3e 00 00 e9 4d fa ff    ff 0f 1f 80 00 00 00 00 e8 c3 8d fd ff 48 89 c3  | A.c...A..>...M...............H.. | 
| 2ca40 |  e9 00 f2 ff ff 0f 1f 00 48 89 df e8 80 87 fd ff    e9 52 f3 ff ff 0f 1f 00 4c 89 ff e8 70 87 fd ff  | ........H........R......L...p... | 
| 2ca60 |  e9 2e f3 ff ff 0f 1f 00 41 be 63 05 00 00 41 b8    cb 3e 00 00 e9 d3 f9 ff ff 0f 1f 80 00 00 00 00  | ........A.c...A..>.............. | 
| 2ca80 |  41 b8 0f 3f 00 00 49 8b 06 85 c0 0f 88 97 f9 ff    ff 48 83 e8 01 49 89 06 0f 85 8a f9 ff ff e9 66  | A..?..I..........H...I.........f | 
| 2caa0 |  fa ff ff 0f 1f 44 00 00 41 be 5b 05 00 00 41 b8    70 3e 00 00 31 ed e9 78 f9 ff ff 0f 1f 44 00 00  | .....D..A.[...A.p>..1..x.....D.. | 
| 2cac0 |  41 b8 10 3f 00 00 eb be 0f 1f 84 00 00 00 00 00    41 be 66 05 00 00 41 b8 fe 3e 00 00 e9 b3 f9 ff  | A..?............A.f...A..>...... | 
| 2cae0 |  ff 0f 1f 80 00 00 00 00 e8 13 8d fd ff 49 89 c6    e9 d7 f2 ff ff 0f 1f 00 4c 89 ff e8 d0 86 fd ff  | .............I..........L....... | 
| 2cb00 |  e9 90 f6 ff ff 0f 1f 00 4c 89 cf e8 c0 86 fd ff    e9 6c f6 ff ff 0f 1f 00 48 89 d7 4c 89 4c 24 20  | ........L........l......H..L.L$. | 
| 2cb20 |  e8 ab 86 fd ff 4c 8b 4c 24 20 e9 c7 f6 ff ff 90    e8 eb 89 fd ff 48 85 c0 75 14 48 89 ef e8 de 5b  | .....L.L$............H..u.H....[ | 
| 2cb40 |  ff ff 49 89 c1 48 85 c0 0f 85 fd f4 ff ff 41 be    5a 05 00 00 41 b8 5f 3e 00 00 e9 35 f9 ff ff 90  | ..I..H........A.Z...A._>...5.... | 
| 2cb60 |  48 3b 05 a1 e3 07 00 0f 84 1f 04 00 00 4c 89 ce    48 89 ef e8 e8 85 fd ff 49 89 c1 e9 c2 f2 ff ff  | H;...........L..H.......I....... | 
| 2cb80 |  41 b8 02 3f 00 00 e9 6b f9 ff ff 4c 89 cf 4c 89    fa 48 89 ee 4c 89 4c 24 20 e8 b2 8b fd ff 4c 8b  | A..?...k...L..L..H..L.L$......L. | 
| 2cba0 |  4c 24 20 48 85 c0 48 89 44 24 18 0f 85 bc f5 ff    ff 41 be 5b 05 00 00 41 b8 71 3e 00 00 31 ed e9  | L$.H..H.D$.......A.[...A.q>..1.. | 
| 2cbc0 |  6f f8 ff ff 0f 1f 40 00 45 31 ff 41 be 5a 05 00    00 41 b8 61 3e 00 00 31 ed e9 55 f8 ff ff 66 90  | o.....@.E1.A.Z...A.a>..1..U...f. | 
| 2cbe0 |  48 89 4c 24 10 e8 36 89 fd ff 48 8b 4c 24 10 48    85 c0 0f 84 82 f7 ff ff be 03 3e 00 00 e9 0d f7  | H.L$..6...H.L$.H..........>..... | 
| 2cc00 |  ff ff 66 0f 1f 44 00 00 41 8b 01 83 c0 01 0f 84    37 f2 ff ff 41 89 01 e9 2f f2 ff ff 0f 1f 40 00  | ..f..D..A.......7...A.../.....@. | 
| 2cc20 |  4c 8b 4d 18 4d 85 c9 0f 84 f4 f0 ff ff 41 8b 01    4c 8b 7d 10 83 c0 01 74 03 41 89 01 41 8b 07 83  | L.M.M........A..L.}....t.A..A... | 
| 2cc40 |  c0 01 74 03 41 89 07 48 8b 45 00 85 c0 78 0e 48    83 e8 01 48 89 45 00 0f 84 01 03 00 00 66 49 0f  | ..t.A..H.E...x.H...H.E.......fI. | 
| 2cc60 |  6e c1 48 8b 05 c7 03 08 00 66 49 0f 6e de 4c 89    ff 66 0f 6c c3 48 8d 74 24 50 ba 03 00 00 00 4c  | n.H......fI.n.L..f.l.H.t$P.....L | 
| 2cc80 |  89 4c 24 18 48 89 44 24 60 0f 29 44 24 50 e8 dd    8a fe ff 4c 8b 4c 24 18 48 89 c3 49 8b 01 85 c0  | .L$.H.D$`.)D$P.....L.L$.H..I.... | 
| 2cca0 |  0f 88 ad f0 ff ff 48 83 e8 01 49 89 01 0f 85 a0    f0 ff ff 4c 89 cf e8 15 85 fd ff e9 93 f0 ff ff  | ......H...I........L............ | 
| 2ccc0 |  31 ed 45 31 ff 41 be 5b 05 00 00 41 b8 6c 3e 00    00 e9 76 f7 ff ff 66 2e 0f 1f 84 00 00 00 00 00  | 1.E1.A.[...A.l>...v...f......... | 
| 2cce0 |  e8 1b 8b fd ff 49 89 c1 e9 cf f3 ff ff 0f 1f 00    89 44 24 28 e8 d7 84 fd ff 8b 44 24 28 e9 c5 fa  | .....I...........D$(......D$(... | 
| 2cd00 |  ff ff 66 0f 1f 44 00 00 41 b8 0d 3f 00 00 e9 e3    f7 ff ff 0f 1f 44 00 00 48 89 c1 ba 01 00 00 00  | ..f..D..A..?.........D..H....... | 
| 2cd20 |  48 c1 e8 03 83 e1 03 48 29 ca 48 0f af c2 48 83    f8 fe 0f 84 11 02 00 00 48 83 f8 02 0f 84 f5 01  | H......H).H...H.........H....... | 
| 2cd40 |  00 00 48 8b 43 60 4c 89 ce 48 89 ef ff 10 49 89    c1 e9 ec f0 ff ff 66 2e 0f 1f 84 00 00 00 00 00  | ..H.C`L..H....I.......f......... | 
| 2cd60 |  e8 bb 87 fd ff 41 be 63 05 00 00 41 b8 cf 3e 00    00 48 85 c0 0f 85 d2 f6 ff ff 48 8b 05 6f e1 07  | .....A.c...A..>..H........H..o.. | 
| 2cd80 |  00 48 8d 35 f0 c2 02 00 44 89 44 24 08 48 8b 38    e8 eb 84 fd ff 44 8b 44 24 08 e9 ad f6 ff ff 90  | .H.5....D.D$.H.8.....D.D$....... | 
| 2cda0 |  41 be 5b 05 00 00 41 b8 6e 3e 00 00 31 ed e9 80    f6 ff ff 4c 8d 56 28 48 83 c6 38 41 83 e1 40 49  | A.[...A.n>..1......L.V(H..8A..@I | 
| 2cdc0 |  0f 45 f2 e9 24 f9 ff ff 49 8d 7d 38 41 83 e2 40    48 0f 45 7c 24 20 e9 03 f9 ff ff e8 40 87 fd ff  | .E..$...I.}8A..@H.E|$.......@... | 
| 2cde0 |  48 8d 0d 48 e6 02 00 41 b8 01 00 00 00 4c 8d 0d    3a e6 02 00 48 85 c0 0f 84 e7 f4 ff ff be fc 3d  | H..H...A.....L..:...H..........= | 
| 2ce00 |  00 00 e9 08 f5 ff ff 4c 8b 7b 18 4d 85 ff 0f 84    92 f3 ff ff 41 8b 07 4c 8b 4b 10 83 c0 01 74 03  | .......L.{.M........A..L.K....t. | 
| 2ce20 |  41 89 07 41 8b 01 83 c0 01 74 03 41 89 01 48 8b    03 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84 33 01  | A..A.....t.A..H....x.H...H....3. | 
| 2ce40 |  00 00 48 8b 05 e7 01 08 00 66 49 0f 6e c7 4c 89    cf 48 8d 74 24 50 0f 16 44 24 18 ba 03 00 00 00  | ..H......fI.n.L..H.t$P..D$...... | 
| 2ce60 |  4c 89 4c 24 20 48 89 44 24 60 0f 29 44 24 50 e8    fc 88 fe ff 4c 8b 4c 24 20 48 89 c5 49 8b 07 85  | L.L$.H.D$`.)D$P.....L.L$.H..I... | 
| 2ce80 |  c0 0f 88 56 f3 ff ff 48 83 e8 01 49 89 07 0f 85    49 f3 ff ff 4c 89 ff 4c 89 4c 24 20 e8 2f 83 fd  | ...V...H...I....I...L..L.L$../.. | 
| 2cea0 |  ff 4c 8b 4c 24 20 e9 32 f3 ff ff 4c 89 4c 24 08    41 be 5b 05 00 00 e8 65 86 fd ff 4c 8b 4c 24 08  | .L.L$..2...L.L$.A.[....e...L.L$. | 
| 2cec0 |  41 b8 71 3e 00 00 48 85 c0 0f 85 e5 fb ff ff 48    8b 05 1a e0 07 00 48 8d 35 9b c1 02 00 44 89 44  | A.q>..H........H......H.5....D.D | 
| 2cee0 |  24 10 31 ed 48 8b 38 e8 94 83 fd ff 4c 8b 4c 24    08 44 8b 44 24 10 e9 38 f5 ff ff 41 b8 11 3f 00  | $.1.H.8.....L.L$.D.D$..8...A..?. | 
| 2cf00 |  00 e9 80 fb ff ff 44 0f b6 0f 44 0f b6 16 e9 f7    f7 ff ff 45 31 ff 4c 89 cb 41 b8 90 3e 00 00 41  | ......D...D........E1.L..A..>..A | 
| 2cf20 |  be 5a 05 00 00 e9 22 f5 ff ff 44 0f b7 0f 44 0f    b7 16 e9 d3 f7 ff ff 8b 7d 1c 8b 45 18 48 c1 e7  | .Z...."...D...D.........}..E.H.. | 
| 2cf40 |  1e 48 09 c7 e9 ed ee ff ff 8b 7d 1c 8b 45 18 48    c1 e7 1e 48 09 c7 48 f7 df e9 d8 ee ff ff 48 89  | .H........}..E.H...H..H.......H. | 
| 2cf60 |  ef 4c 89 4c 24 18 e8 65 82 fd ff 4c 8b 4c 24 18    e9 e8 fc ff ff 48 89 df 4c 89 4c 24 20 e8 4e 82  | .L.L$..e...L.L$......H..L.L$..N. | 
| 2cf80 |  fd ff 4c 8b 4c 24 20 e9 b6 fe ff ff f2 0f 10 05    a4 2f 07 00 f2 0f 58 45 10 e8 32 84 fd ff 49 89  | ..L.L$.........../....XE..2...I. | 
| 2cfa0 |  c1 e9 9c ee ff ff 66 2e 0f 1f 84 00 00 00 00 00    41 57 48 8d 05 3f f7 07 00 41 56 41 55 41 54 49  | ......f.........AWH..?...AVAUATI | 
| 2cfc0 |  89 d4 55 53 48 89 fb 48 83 ec 48 4c 8b 2d ae df    07 00 48 89 44 24 30 48 c7 44 24 38 00 00 00 00  | ..USH..H..HL.-....H.D$0H.D$8.... | 
| 2cfe0 |  4c 89 6c 24 28 48 85 c9 0f 84 92 05 00 00 49 89    ce 4c 8d 14 d6 48 85 d2 0f 84 2a 06 00 00 48 83  | L.l$(H........I..L...H....*...H. | 
| 2d000 |  fa 01 0f 85 8b 05 00 00 48 8b 2e 48 8b 41 10 48    89 6c 24 28 48 85 c0 0f 8f 23 0b 00 00 8b 45 00  | ........H..H.A.H.l$(H....#....E. | 
| 2d020 |  83 c0 01 74 03 89 45 00 48 8b 7b 18 48 8b 35 4d    fc 07 00 48 8b 47 08 48 8b 80 90 00 00 00 48 85  | ...t..E.H.{.H.5M...H.G.H......H. | 
| 2d040 |  c0 0f 84 61 09 00 00 ff d0 49 89 c4 4d 85 e4 0f    84 03 09 00 00 48 8b 35 14 f3 07 00 48 8b 05 35  | ...a.....I..M........H.5....H..5 | 
| 2d060 |  df 07 00 4c 89 e7 49 39 44 24 08 0f 85 57 09 00    00 e8 8a 6b fe ff 49 89 c6 4d 85 f6 0f 84 36 09  | ...L..I9D$...W.....k..I..M....6. | 
| 2d080 |  00 00 48 8b 35 d7 ef 07 00 49 39 f6 0f 84 9e 08    00 00 48 8b 05 37 df 07 00 49 39 46 08 0f 94 c2  | ..H.5....I9.......H..7...I9F.... | 
| 2d0a0 |  48 39 46 08 0f 94 c0 84 d2 0f 84 91 05 00 00 84    c0 0f 84 89 05 00 00 49 8b 56 10 48 3b 56 10 0f  | H9F....................I.V.H;V.. | 
| 2d0c0 |  84 db 06 00 00 49 8b 06 85 c0 78 0d 48 83 e8 01    49 89 06 0f 84 f7 07 00 00 4c 39 ed 0f 94 c0 48  | .....I....x.H...I........L9....H | 
| 2d0e0 |  3b 2d 62 de 07 00 0f 94 c2 08 c2 75 0d 48 3b 2d    84 de 07 00 0f 85 76 07 00 00 0f b6 c0 85 c0 0f  | ;-b........u.H;-......v......... | 
| 2d100 |  84 29 01 00 00 4c 8b 3d a4 fc 07 00 48 8b 3d 2d    ee 07 00 49 8b 57 18 4c 89 fe e8 41 84 fd ff 49  | .)...L.=....H.=-...I.W.L...A...I | 
| 2d120 |  89 c6 48 85 c0 0f 84 75 0b 00 00 8b 00 83 c0 01    74 03 41 89 06 49 8b 46 08 48 8b 35 60 fc 07 00  | ..H....u........t.A..I.F.H.5`... | 
| 2d140 |  4c 89 f7 48 8b 80 90 00 00 00 48 85 c0 0f 84 dd    08 00 00 ff d0 49 89 c7 49 8b 06 4d 85 ff 0f 84  | L..H......H..........I..I..M.... | 
| 2d160 |  6c 0b 00 00 85 c0 78 0d 48 83 e8 01 49 89 06 0f    84 0b 0a 00 00 49 8b 47 08 48 8b 35 00 fd 07 00  | l.....x.H...I........I.G.H.5.... | 
| 2d180 |  4c 8b b0 80 00 00 00 4d 85 f6 0f 84 70 0a 00 00    48 8d 3d c1 be 02 00 48 89 74 24 08 e8 5f 7f fd  | L......M....p...H.=....H.t$.._.. | 
| 2d1a0 |  ff 85 c0 0f 85 df 0b 00 00 48 8b 74 24 08 31 d2    4c 89 ff 41 ff d6 48 89 44 24 08 e8 b0 83 fd ff  | .........H.t$.1.L..A..H.D$...... | 
| 2d1c0 |  4c 8b 54 24 08 4d 85 d2 0f 84 0a 0c 00 00 49 8b    07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 ce 09  | L.T$.M........I....x.H...I...... | 
| 2d1e0 |  00 00 49 8b 02 85 c0 78 0d 48 83 e8 01 49 89 02    0f 84 aa 09 00 00 48 8b 05 4b dd 07 00 8b 00 89  | ..I....x.H...I........H..K...... | 
| 2d200 |  44 24 08 83 c0 01 74 09 48 8b 0d 39 dd 07 00 89    01 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45  | D$....t.H..9.....H.E...x.H...H.E | 
| 2d220 |  00 0f 84 69 09 00 00 48 8b 2d 1a dd 07 00 48 63    7b 50 e8 c9 81 fd ff 49 89 c6 48 85 c0 0f 84 8d  | ...i...H.-....Hc{P.....I..H..... | 
| 2d240 |  09 00 00 48 8b 35 8e f3 07 00 48 89 c2 4c 89 e7    e8 fb 7d fd ff 85 c0 0f 88 83 09 00 00 49 8b 06  | ...H.5....H..L....}..........I.. | 
| 2d260 |  85 c0 78 0d 48 83 e8 01 49 89 06 0f 84 af 06 00    00 f2 0f 10 43 58 e8 55 81 fd ff 49 89 c6 48 85  | ..x.H...I...........CX.U...I..H. | 
| 2d280 |  c0 0f 84 b1 09 00 00 48 8b 35 d2 f2 07 00 48 89    c2 4c 89 e7 e8 b7 7d fd ff 85 c0 0f 88 cf 09 00  | .......H.5....H..L....}......... | 
| 2d2a0 |  00 49 8b 06 85 c0 78 11 48 83 e8 01 49 89 06 75    08 4c 89 f7 e8 17 7f fd ff 4c 39 ed 0f 94 c0 0f  | .I....x.H...I..u.L.......L9..... | 
| 2d2c0 |  94 c2 48 3b 2d 7f dc 07 00 0f b6 c0 89 44 24 08    0f 94 c0 09 d0 48 3b 2d 9c dc 07 00 0f 94 c2 08  | ..H;-........D$......H;-........ | 
| 2d2e0 |  d0 88 44 24 10 0f 84 f5 05 00 00 4c 39 ed 0f 85    e4 06 00 00 4c 8b 73 18 41 8b 06 83 c0 01 74 03  | ..D$.......L9.......L.s.A.....t. | 
| 2d300 |  41 89 06 4c 8b 2d 46 ed 07 00 48 8b 3d 2f ec 07    00 49 8b 55 18 4c 89 ee e8 43 82 fd ff 49 89 c7  | A..L.-F...H.=/...I.U.L...C...I.. | 
| 2d320 |  48 85 c0 0f 84 77 0a 00 00 8b 00 83 c0 01 74 03    41 89 07 4c 89 fe 4c 89 f7 e8 52 7f fd ff 89 c3  | H....w........t.A..L..L...R..... | 
| 2d340 |  83 f8 ff 0f 84 07 0b 00 00 49 8b 06 85 c0 78 0d    48 83 e8 01 49 89 06 0f 84 03 09 00 00 49 8b 07  | .........I....x.H...I........I.. | 
| 2d360 |  85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 df 08 00    00 85 db 0f 84 77 09 00 00 80 7c 24 10 00 0f 84  | ..x.H...I............w....|$.... | 
| 2d380 |  72 05 00 00 8b 4c 24 08 85 c9 0f 84 48 06 00 00    48 8b 35 d9 ef 07 00 48 8b 05 fa db 07 00 4c 89  | r....L$.....H...H.5....H......L. | 
| 2d3a0 |  e7 49 39 44 24 08 0f 85 d4 0a 00 00 e8 4f 68 fe    ff 49 89 c7 4d 85 ff 0f 84 b3 0a 00 00 48 8b 35  | .I9D$........Oh..I..M........H.5 | 
| 2d3c0 |  c4 f8 07 00 48 8b 05 cd db 07 00 4c 89 e7 49 39    44 24 08 0f 85 c8 0a 00 00 e8 22 68 fe ff 49 89  | ....H......L..I9D$........"h..I. | 
| 2d3e0 |  c5 4d 85 ed 0f 84 a3 0a 00 00 48 8b 35 af f2 07    00 48 8b 05 a0 db 07 00 4c 89 ef 49 39 45 08 0f  | .M........H.5....H......L..I9E.. | 
| 2d400 |  85 c0 0a 00 00 e8 f6 67 fe ff 49 89 c2 49 8b 45    00 4d 85 d2 0f 84 94 0a 00 00 85 c0 78 0e 48 83  | .......g..I..I.E.M..........x.H. | 
| 2d420 |  e8 01 49 89 45 00 0f 84 14 06 00 00 48 8b 05 65    db 07 00 49 39 44 24 08 4c 89 54 24 08 4c 89 e7  | ..I.E.......H..e...I9D$.L.T$.L.. | 
| 2d440 |  48 8b 35 41 f8 07 00 0f 85 91 0a 00 00 e8 ae 67    fe ff 4c 8b 54 24 08 49 89 c6 4d 85 f6 0f 84 8d  | H.5A...........g..L.T$.I..M..... | 
| 2d460 |  0a 00 00 48 8b 05 2e db 07 00 49 39 46 08 4c 89    54 24 08 4c 89 f7 48 8b 35 33 f5 07 00 0f 85 a7  | ...H......I9F.L.T$.L..H.53...... | 
| 2d480 |  0a 00 00 e8 78 67 fe ff 4c 8b 54 24 08 49 89 c5    49 8b 06 4d 85 ed 0f 84 7d 0a 00 00 85 c0 78 1b  | ....xg..L.T$.I..I..M....}.....x. | 
| 2d4a0 |  48 83 e8 01 49 89 06 75 12 4c 89 f7 4c 89 54 24    08 e8 1a 7d fd ff 4c 8b 54 24 08 48 8b 05 d6 da  | H...I..u.L..L.T$...}..L.T$.H.... | 
| 2d4c0 |  07 00 49 39 44 24 08 4c 89 54 24 08 4c 89 e7 48    8b 35 02 f1 07 00 0f 85 6c 0a 00 00 e8 1f 67 fe  | ..I9D$.L.T$.L..H.5......l.....g. | 
| 2d4e0 |  ff 4c 8b 54 24 08 49 89 c6 4d 85 f6 0f 84 68 0a    00 00 48 8b 05 9f da 07 00 49 39 44 24 08 4c 89  | .L.T$.I..M....h...H......I9D$.L. | 
| 2d500 |  54 24 08 4c 89 e7 48 8b 35 53 f0 07 00 0f 85 67    0a 00 00 e8 e8 66 fe ff 4c 8b 54 24 08 48 89 c3  | T$.L..H.5S.....g.....f..L.T$.H.. | 
| 2d520 |  48 85 db 0f 84 42 0a 00 00 bf 05 00 00 00 4c 89    54 24 08 e8 78 7f fd ff 4c 8b 54 24 08 48 85 c0  | H....B........L.T$..x...L.T$.H.. | 
| 2d540 |  0f 84 11 05 00 00 66 49 0f 6e c7 66 49 0f 6e ca    66 49 0f 6e d6 4c 89 e7 66 0f 6c c1 48 89 58 38  | ......fI.n.fI.n.fI.n.L..f.l.H.X8 | 
| 2d560 |  49 89 c4 0f 11 40 18 66 49 0f 6e c5 66 0f 6c c2    0f 11 40 28 e9 ec 01 00 00 0f 1f 80 00 00 00 00  | I....@.fI.n.f.l...@(............ | 
| 2d580 |  48 85 d2 0f 84 ac 00 00 00 48 83 fa 01 0f 84 fd    01 00 00 4d 85 e4 48 8d 05 9b de 02 00 48 8d 0d  | H........H.........M..H......H.. | 
| 2d5a0 |  8b de 02 00 48 0f 49 c8 4c 89 e0 48 8d 15 7c de    02 00 48 c1 f8 3f 4c 8d 0d f3 e2 02 00 4d 85 e4  | ....H.I.L..H..|...H..?L......M.. | 
| 2d5c0 |  4c 0f 49 ca 4c 8d 40 01 48 83 ec 08 48 8b 05 65    d9 07 00 41 54 48 8d 15 30 e3 02 00 48 8d 35 1d  | L.I.L.@.H...H..e...ATH..0...H.5. | 
| 2d5e0 |  c0 02 00 48 8b 38 31 c0 e8 a3 81 fd ff 58 be 7e    24 00 00 5a 48 8d 0d 4e de 02 00 ba fd 00 00 00  | ...H.81......X.~$..ZH..N........ | 
| 2d600 |  48 8d 3d 81 d1 02 00 45 31 e4 e8 a1 84 fe ff 48    83 c4 48 4c 89 e0 5b 5d 41 5c 41 5d 41 5e 41 5f  | H.=....E1......H..HL..[]A\A]A^A_ | 
| 2d620 |  c3 0f 1f 80 00 00 00 00 4c 8b 79 10 4d 85 ff 0f    8f 5b 02 00 00 4c 89 ed e9 e0 f9 ff ff 0f 1f 00  | ........L.y.M....[...L.......... | 
| 2d640 |  4c 3b 35 31 d9 07 00 75 08 84 c0 0f 85 74 fa ff    ff 48 3b 35 20 d9 07 00 75 08 84 d2 0f 85 63 fa  | L;51...u.....t...H;5....u.....c. | 
| 2d660 |  ff ff ba 03 00 00 00 4c 89 f7 e8 b1 7b fd ff 49    89 c7 48 85 c0 0f 84 44 09 00 00 4c 39 e8 0f 94  | .......L....{..I..H....D...L9... | 
| 2d680 |  c0 4c 3b 3d c0 d8 07 00 0f 94 c2 08 c2 0f 85 65    03 00 00 4c 3b 3d de d8 07 00 0f 84 58 03 00 00  | .L;=...........e...L;=......X... | 
| 2d6a0 |  4c 89 ff e8 38 7f fd ff 89 c2 49 8b 07 85 c0 0f    89 e6 08 00 00 85 d2 0f 89 88 01 00 00 be c1 24  | L...8.....I....................$ | 
| 2d6c0 |  00 00 ba 26 01 00 00 31 db 45 31 ed 45 31 d2 45    31 ff 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06  | ...&...1.E1.E1.E1.I....x.H...I.. | 
| 2d6e0 |  0f 84 2a 04 00 00 4d 85 ff 74 14 49 8b 07 85 c0    78 0d 48 83 e8 01 49 89 07 0f 84 a1 03 00 00 4d  | ..*...M..t.I....x.H...I........M | 
| 2d700 |  85 d2 74 14 49 8b 02 85 c0 78 0d 48 83 e8 01 49    89 02 0f 84 b8 03 00 00 4d 85 ed 74 16 49 8b 45  | ..t.I....x.H...I........M..t.I.E | 
| 2d720 |  00 85 c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 bd    03 00 00 48 85 db 74 14 48 8b 03 85 c0 78 0d 48  | ...x.H...I.E.......H..t.H....x.H | 
| 2d740 |  83 e8 01 48 89 03 0f 84 24 03 00 00 48 8d 0d f6    dc 02 00 48 8d 3d 2e d0 02 00 e8 51 83 fe ff 4c  | ...H....$...H......H.=.....Q...L | 
| 2d760 |  89 e7 45 31 e4 48 8b 07 85 c0 0f 88 0e 02 00 00    48 83 e8 01 48 89 07 0f 85 01 02 00 00 e8 4e 7a  | ..E1.H..........H...H.........Nz | 
| 2d780 |  fd ff e9 f7 01 00 00 66 0f 1f 84 00 00 00 00 00    48 8b 2e 48 89 6c 24 28 e9 80 f8 ff ff 0f 1f 00  | .......f........H..H.l$(........ | 
| 2d7a0 |  49 8b 46 18 48 8b 4e 18 48 39 c8 40 0f 95 c7 48    83 f8 ff 0f 95 c0 40 84 c7 74 0a 48 83 f9 ff 0f  | I.F.H.N.H9.@...H......@..t.H.... | 
| 2d7c0 |  85 00 f9 ff ff 45 0f b6 4e 20 0f b6 7e 20 44 89    c8 89 f9 c0 e8 02 c0 e9 02 83 e0 07 83 e1 07 38  | .....E..N...~.D................8 | 
| 2d7e0 |  c8 0f 85 de f8 ff ff 41 f6 c1 20 0f 85 47 06 00    00 4d 8b 56 38 40 f6 c7 20 0f 85 21 06 00 00 48  | .......A.....G...M.V8@.....!...H | 
| 2d800 |  8b 76 38 0f b6 c8 83 f9 01 0f 84 c3 06 00 00 83    f9 02 0f 84 24 07 00 00 41 8b 0a 8b 3e 39 cf 0f  | .v8.................$...A...>9.. | 
| 2d820 |  85 a0 f8 ff ff 48 83 fa 01 0f 84 01 01 00 00 0f    b6 c0 4c 89 d7 48 0f af d0 e8 d2 7b fd ff 31 d2  | .....H............L..H.....{..1. | 
| 2d840 |  85 c0 0f 95 c2 49 8b 06 85 c0 78 0d 48 83 e8 01    49 89 06 0f 84 ab 06 00 00 85 d2 0f 84 cd f9 ff  | .....I....x.H...I............... | 
| 2d860 |  ff e9 73 f8 ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 89 ef e8 68 7d fd ff 85 c0 0f 89 7d f8 ff ff  | ..s...f.........H...h}......}... | 
| 2d880 |  ba 26 01 00 00 be c8 24 00 00 e9 d3 00 00 00 90    48 8b 15 61 ee 07 00 4c 89 d6 4c 89 f7 4c 89 54  | .&.....$........H..a...L..L..L.T | 
| 2d8a0 |  24 08 e8 39 71 fe ff 4c 8b 54 24 08 48 85 c0 48    89 c5 0f 84 a8 04 00 00 48 89 44 24 28 49 8d 47  | $..9q..L.T$.H..H........H.D$(I.G | 
| 2d8c0 |  ff e9 4e f7 ff ff 66 2e 0f 1f 84 00 00 00 00 00    4c 89 f7 e8 f8 78 fd ff e9 fc f7 ff ff 0f 1f 00  | ..N...f.........L....x.......... | 
| 2d8e0 |  48 89 ef e8 f8 7c fd ff 85 c0 0f 88 a0 03 00 00    0f 85 fe f9 ff ff 48 89 ef e8 e2 7c fd ff 89 44  | H....|................H....|...D | 
| 2d900 |  24 08 85 c0 0f 89 7a fa ff ff ba 32 01 00 00 be    47 25 00 00 eb 4c 66 2e 0f 1f 84 00 00 00 00 00  | $.....z....2....G%...Lf......... | 
| 2d920 |  4c 89 f7 e8 a8 78 fd ff e9 44 f9 ff ff 0f 1f 00    49 8b 06 85 c0 0f 88 f3 f8 ff ff 48 83 e8 01 49  | L....x...D......I..........H...I | 
| 2d940 |  89 06 0f 85 e6 f8 ff ff 4c 89 f7 e8 80 78 fd ff    e9 d9 f8 ff ff 0f 1f 00 ba 25 01 00 00 be b3 24  | ........L....x...........%.....$ | 
| 2d960 |  00 00 48 8d 0d e0 da 02 00 48 8d 3d 18 ce 02 00    e8 3b 81 fe ff 4d 85 e4 0f 85 e1 fd ff ff 48 8b  | ..H......H.=.....;...M........H. | 
| 2d980 |  45 00 85 c0 0f 88 85 fc ff ff 48 83 e8 01 48 89    45 00 0f 85 77 fc ff ff 48 89 ef e8 30 78 fd ff  | E.........H...H.E...w...H...0x.. | 
| 2d9a0 |  e9 6a fc ff ff 0f 1f 00 e8 53 7e fd ff 49 89 c4    e9 97 f6 ff ff 0f 1f 00 ba 26 01 00 00 be bf 24  | .j.......S~..I...........&.....$ | 
| 2d9c0 |  00 00 eb 9e 0f 1f 40 00 e8 e3 78 fd ff 49 89 c6    e9 a4 f6 ff ff 0f 1f 00 41 8b 04 24 4c 89 e7 83  | ......@...x..I..........A..$L... | 
| 2d9e0 |  c0 01 0f 84 7d fd ff ff 41 89 04 24 e9 74 fd ff    ff 0f 1f 80 00 00 00 00 0f b6 d0 49 8b 07 85 c0  | ....}...A..$.t.............I.... | 
| 2da00 |  0f 88 3f fe ff ff 48 83 e8 01 49 89 07 0f 85 32    fe ff ff 4c 89 ff 89 54 24 08 e8 b1 77 fd ff 8b  | ..?...H...I....2...L...T$...w... | 
| 2da20 |  54 24 08 e9 8d fc ff ff 0f 1f 84 00 00 00 00 00    e8 cb 7d fd ff 49 89 c7 e9 1b f7 ff ff 0f 1f 00  | T$................}..I.......... | 
| 2da40 |  4c 89 ef 4c 89 54 24 08 e8 83 77 fd ff 4c 8b 54    24 08 e9 d5 f9 ff ff be 72 25 00 00 ba 33 01 00  | L..L.T$...w..L.T$.......r%...3.. | 
| 2da60 |  00 e9 6c fc ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 89 df 89 74 24 10 89 54 24 08 e8 50 77 fd ff  | ..l...f.........H...t$..T$..Pw.. | 
| 2da80 |  8b 54 24 08 8b 74 24 10 48 8d 0d ba d9 02 00 48    8d 3d f2 cc 02 00 e8 15 80 fe ff e9 bf fc ff ff  | .T$..t$.H......H.=.............. | 
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| 2dac0 |  24 08 e9 38 fc ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 d7 89 74 24 10 89 54 24 08 e8 f0 76 fd ff  | $..8...f........L...t$..T$...v.. | 
| 2dae0 |  8b 74 24 10 8b 54 24 08 e9 2b fc ff ff 0f 1f 00    4c 89 ef 89 74 24 10 89 54 24 08 e8 d0 76 fd ff  | .t$..T$..+......L...t$..T$...v.. | 
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| 2db20 |  e8 ab 76 fd ff 8b 74 24 1c 4c 8b 54 24 10 8b 54    24 08 e9 af fb ff ff 66 0f 1f 84 00 00 00 00 00  | ..v...t$.L.T$..T$......f........ | 
| 2db40 |  48 8d 4c 24 28 48 8d 54 24 30 4d 89 e0 4c 89 d6    4c 8d 0d b5 dd 02 00 4c 89 f7 e8 c1 72 fe ff 48  | H.L$(H.T$0M..L..L......L....r..H | 
| 2db60 |  8b 6c 24 28 85 c0 0f 89 b1 f4 ff ff be 70 24 00    00 e9 7e fa ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .l$(.........p$...~...f......... | 
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| 2dba0 |  4c 89 d7 e8 28 76 fd ff e9 49 f6 ff ff 0f 1f 00    4c 89 ff 4c 89 54 24 08 e8 13 76 fd ff 4c 8b 54  | L...(v...I......L..L.T$...v..L.T | 
| 2dbc0 |  24 08 e9 1b f6 ff ff 66 0f 1f 84 00 00 00 00 00    ba 2b 01 00 00 be 00 25 00 00 e9 83 fd ff ff 90  | $......f.........+.....%........ | 
| 2dbe0 |  be 02 25 00 00 ba 2b 01 00 00 31 db 45 31 ed 45    31 d2 45 31 ff e9 d8 fa ff ff 66 0f 1f 44 00 00  | ..%...+...1.E1.E1.E1......f..D.. | 
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| 2dc20 |  45 31 ed ba 27 01 00 00 be e1 24 00 00 31 db e9    b7 fa ff ff 0f 1f 40 00 ba 2c 01 00 00 be 0c 25  | E1..'.....$..1........@..,.....% | 
| 2dc40 |  00 00 e9 1b fd ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 ff e8 78 75 fd ff e9 14 f7 ff ff 0f 1f 00  | .......f........L...xu.......... | 
| 2dc60 |  4c 89 f7 e8 68 75 fd ff e9 f0 f6 ff ff 0f 1f 00    be 0e 25 00 00 ba 2c 01 00 00 31 db 45 31 ed 45  | L...hu............%...,...1.E1.E | 
| 2dc80 |  31 d2 45 31 ff e9 48 fa ff ff 66 0f 1f 44 00 00    ba 2d 01 00 00 be 18 25 00 00 e9 c3 fc ff ff 90  | 1.E1..H...f..D...-.....%........ | 
| 2dca0 |  e8 7b 78 fd ff 48 85 c0 75 14 4c 89 ff e8 6e 4a    ff ff 49 89 c6 48 85 c0 0f 85 77 f4 ff ff ba 27  | .{x..H..u.L...nJ..I..H....w....' | 
| 2dcc0 |  01 00 00 be d4 24 00 00 e9 95 fc ff ff 0f 1f 00    31 db 45 31 ed 45 31 d2 be d6 24 00 00 ba 27 01  | .....$..........1.E1.E1...$...'. | 
| 2dce0 |  00 00 e9 eb f9 ff ff 66 0f 1f 84 00 00 00 00 00    48 8b 35 99 f1 07 00 48 8b 3d 4a f3 07 00 31 d2  | .......f........H.5....H.=J...1. | 
| 2dd00 |  e8 db 58 fe ff 49 89 c5 48 85 c0 0f 84 9f 02 00    00 48 89 c7 e8 b7 6b fe ff 49 8b 45 00 85 c0 0f  | ..X..I..H........H....k..I.E.... | 
| 2dd20 |  88 67 02 00 00 48 83 e8 01 ba 2e 01 00 00 be 35    25 00 00 49 89 45 00 0f 85 25 fc ff ff 4c 89 ef  | .g...H.........5%..I.E...%...L.. | 
| 2dd40 |  89 54 24 10 89 74 24 08 e8 83 74 fd ff 8b 74 24    08 8b 54 24 10 e9 08 fc ff ff 66 0f 1f 44 00 00  | .T$..t$...t...t$..T$......f..D.. | 
| 2dd60 |  4c 89 54 24 08 e8 b6 77 fd ff 4c 8b 54 24 08 48    85 c0 0f 84 c8 fd ff ff be 6b 24 00 00 e9 72 f8  | L.T$...w..L.T$.H.........k$...r. | 
| 2dd80 |  ff ff 66 0f 1f 44 00 00 ba 27 01 00 00 be e1 24    00 00 45 31 ed 45 31 d2 31 db e9 4c f9 ff ff 90  | ..f..D...'.....$..E1.E1.1..L.... | 
| 2dda0 |  e8 7b 77 fd ff 48 85 c0 75 14 4c 89 ef e8 6e 49    ff ff 49 89 c7 48 85 c0 0f 85 75 f5 ff ff 31 db  | .{w..H..u.L...nI..I..H....u...1. | 
| 2ddc0 |  45 31 ed 45 31 d2 be 20 25 00 00 ba 2d 01 00 00    e9 fd f8 ff ff 0f 1f 00 e8 43 77 fd ff 4c 8b 54  | E1.E1...%...-............Cw..L.T | 
| 2dde0 |  24 08 48 85 c0 49 89 c5 0f 85 32 fe ff ff 48 8b    05 fb d0 07 00 48 8d 35 7c b2 02 00 31 db 48 8b  | $.H..I....2...H......H.5|...1.H. | 
| 2de00 |  38 e8 7a 74 fd ff 4c 8b 54 24 08 ba 27 01 00 00    be e1 24 00 00 e9 d1 f8 ff ff 66 0f 1f 44 00 00  | 8.zt..L.T$..'.....$.......f..D.. | 
| 2de20 |  48 8d 4e 28 48 83 c6 38 83 e7 40 48 0f 45 f1 e9    cf f9 ff ff 0f 1f 40 00 49 8d 4e 28 4d 8d 56 38  | H.N(H..8..@H.E........@.I.N(M.V8 | 
| 2de40 |  41 83 e1 40 4c 0f 45 d1 e9 a8 f9 ff ff 0f 1f 00    be 22 25 00 00 ba 2d 01 00 00 31 db 45 31 ed 45  | A..@L.E.........."%...-...1.E1.E | 
| 2de60 |  31 d2 e9 6b f8 ff ff 66 0f 1f 84 00 00 00 00 00    ba 33 01 00 00 be 52 25 00 00 e9 e3 fa ff ff 90  | 1..k...f.........3....R%........ | 
| 2de80 |  e8 2b 74 fd ff 49 89 c7 e9 27 f5 ff ff 45 31 d2    ba 33 01 00 00 be 54 25 00 00 31 db e9 4a f8 ff  | .+t..I...'...E1..3....T%..1..J.. | 
| 2dea0 |  ff e8 0a 74 fd ff 49 89 c5 e9 33 f5 ff ff 4d 89    ee 31 db 45 31 ed be 56 25 00 00 ba 33 01 00 00  | ...t..I...3...M..1.E1..V%...3... | 
| 2dec0 |  e9 0d f8 ff ff e8 e6 73 fd ff 49 89 c2 e9 3b f5    ff ff 41 0f b6 0a 0f b6 3e e9 3f f9 ff ff e8 cd  | .......s..I...;...A.....>.?..... | 
| 2dee0 |  73 fd ff 4c 8b 54 24 08 49 89 c6 e9 6a f5 ff ff    45 31 ed ba 33 01 00 00 be 59 25 00 00 31 db e9  | s..L.T$.I...j...E1..3....Y%..1.. | 
| 2df00 |  e7 f7 ff ff 4c 89 f7 89 54 24 08 e8 c0 72 fd ff    8b 54 24 08 e9 40 f9 ff ff 31 db be 5b 25 00 00  | ....L...T$...r...T$..@...1..[%.. | 
| 2df20 |  ba 33 01 00 00 e9 a8 f7 ff ff e8 81 73 fd ff 4c    8b 54 24 08 49 89 c5 e9 54 f5 ff ff 41 0f b7 0a  | .3..........s..L.T$.I...T...A... | 
| 2df40 |  0f b7 3e e9 d5 f8 ff ff e8 63 73 fd ff 4c 8b 54    24 08 49 89 c6 e9 8f f5 ff ff ba 34 01 00 00 be  | ..>......cs..L.T$.I........4.... | 
| 2df60 |  66 25 00 00 31 db e9 80 f7 ff ff be 68 25 00 00    ba 34 01 00 00 e9 58 f7 ff ff e8 31 73 fd ff 4c  | f%..1.......h%...4....X....1s..L | 
| 2df80 |  8b 54 24 08 48 89 c3 e9 94 f5 ff ff ba 2e 01 00    00 be 35 25 00 00 e9 c7 f9 ff ff 48 83 e8 01 49  | .T$.H.............5%.......H...I | 
| 2dfa0 |  89 07 0f 85 0d f7 ff ff e9 66 fa ff ff 0f 1f 00    ba 2e 01 00 00 be 31 25 00 00 e9 a3 f9 ff ff 31  | .........f............1%.......1 | 
| 2dfc0 |  db 45 31 ed 45 31 d2 be c1 24 00 00 ba 26 01 00    00 e9 fc f6 ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .E1.E1...$...&........f......... | 
| 2dfe0 |  41 57 48 8d 05 4f e4 07 00 66 0f ef c0 41 56 66    48 0f 6e c8 41 55 41 54 55 53 48 89 d3 48 8d 90  | AWH..O...f...AVfH.n.AUATUSH..H.. | 
| 2e000 |  70 03 00 00 48 83 e8 70 66 48 0f 6e d0 48 05 28    09 00 00 48 81 ec c8 00 00 00 48 89 84 24 b0 00  | p...H..pfH.n.H.(...H......H..$.. | 
| 2e020 |  00 00 48 8b 05 4f cf 07 00 0f 29 44 24 60 66 48    0f 6e c2 48 81 c2 38 04 00 00 48 89 44 24 70 66  | ..H..O....)D$`fH.n.H..8...H.D$pf | 
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| 2e060 |  48 89 44 24 78 48 8b 05 b4 ed 07 00 48 89 7c 24    08 48 c7 84 24 b8 00 00 00 00 00 00 00 48 89 44  | H.D$xH......H.|$.H..$........H.D | 
| 2e080 |  24 38 48 89 84 24 80 00 00 00 0f 29 84 24 a0 00    00 00 48 85 c9 0f 84 3d 06 00 00 4c 8d 34 de 48  | $8H..$.....).$....H....=...L.4.H | 
| 2e0a0 |  83 fb 05 0f 87 80 0d 00 00 48 8d 15 64 d9 02 00    48 89 cd 48 63 04 9a 48 01 d0 ff e0 0f 1f 40 00  | .........H..d...H..Hc..H......@. | 
| 2e0c0 |  48 8b 46 20 48 89 84 24 80 00 00 00 48 8b 46 18    48 89 44 24 78 48 8b 46 10 48 89 44 24 70 4c 8b  | H.F.H..$....H.F.H.D$xH.F.H.D$pL. | 
| 2e0e0 |  6e 08 48 8b 06 4c 8b 7d 10 4c 89 6c 24 68 48 89    44 24 60 48 83 fb 04 0f 87 10 01 00 00 48 8d 15  | n.H..L.}.L.l$hH.D$`H.........H.. | 
| 2e100 |  28 d9 02 00 48 63 04 9a 48 01 d0 ff e0 0f 1f 00    4c 8b 79 10 48 8b 15 8d e6 07 00 4c 89 f6 48 89  | (...Hc..H.......L.y.H......L..H. | 
| 2e120 |  ef e8 ba 68 fe ff 48 89 44 24 60 48 85 c0 0f 84    68 28 00 00 49 83 ef 01 48 8b 15 f9 e2 07 00 4c  | ...h..H.D$`H....h(..I...H......L | 
| 2e140 |  89 f6 48 89 ef e8 96 68 fe ff 48 89 44 24 68 49    89 c5 48 85 c0 0f 84 75 25 00 00 49 83 ef 01 4d  | ..H....h..H.D$hI..H....u%..I...M | 
| 2e160 |  85 ff 7f 0c 48 8b 5c 24 60 e9 b2 00 00 00 66 90    48 8b 15 69 ea 07 00 4c 89 f6 48 89 ef e8 5e 68  | ....H.\$`.....f.H..i...L..H...^h | 
| 2e180 |  fe ff 48 85 c0 0f 84 15 25 00 00 48 89 44 24 70    49 83 ef 01 4d 85 ff 7e 7d 48 8b 15 28 e2 07 00  | ..H.....%..H.D$pI...M..~}H..(... | 
| 2e1a0 |  4c 89 f6 48 89 ef e8 35 68 fe ff 48 85 c0 0f 84    a4 23 00 00 48 89 44 24 78 49 83 ef 01 4d 85 ff  | L..H...5h..H.....#..H.D$xI...M.. | 
| 2e1c0 |  7e 54 48 8b 4d 10 4c 8b 25 23 eb 07 00 48 85 c9    0f 8e 38 0b 00 00 31 c0 eb 13 66 0f 1f 44 00 00  | ~TH.M.L.%#...H....8...1...f..D.. | 
| 2e1e0 |  48 83 c0 01 48 39 c1 0f 84 13 0a 00 00 4c 3b 64    c5 18 75 ec 49 8b 04 c6 48 85 c0 0f 84 0d 0b 00  | H...H9.......L;d..u.I...H....... | 
| 2e200 |  00 48 89 84 24 80 00 00 00 49 83 ef 01 4d 85 ff    0f 8f c2 06 00 00 48 8b 5c 24 60 4c 8b 6c 24 68  | .H..$....I...M........H.\$`L.l$h | 
| 2e220 |  48 8b 44 24 70 48 89 44 24 20 48 8b 44 24 78 48    89 44 24 30 48 8b 84 24 80 00 00 00 48 89 44 24  | H.D$pH.D$.H.D$xH.D$0H..$....H.D$ | 
| 2e240 |  38 8b 03 83 c0 01 74 02 89 03 41 8b 45 00 83 c0    01 74 04 41 89 45 00 bf 01 00 00 00 e8 ff 6d fd  | 8.....t...A.E....t.A.E........m. | 
| 2e260 |  ff 49 89 c1 48 85 c0 0f 84 6b 0b 00 00 48 8b 15    5c ea 07 00 8b 02 83 c0 01 74 09 89 02 48 8b 15  | .I..H....k...H..\........t...H.. | 
| 2e280 |  4c ea 07 00 49 8b 41 18 4c 89 0c 24 48 89 10 48    8b 2d 7a e6 07 00 e8 a5 73 fd ff 4c 8b 0c 24 48  | L...I.A.L..$H..H.-z.....s..L..$H | 
| 2e2a0 |  85 c0 49 89 c4 0f 84 ad 0b 00 00 48 8b 35 8e dc    07 00 45 31 c0 4c 89 c9 48 89 c2 48 89 ef e8 3d  | ..I........H.5....E1.L..H..H...= | 
| 2e2c0 |  73 fd ff 4c 8b 0c 24 49 89 c0 49 8b 04 24 85 c0    78 0e 48 83 e8 01 49 89 04 24 0f 84 d0 08 00 00  | s..L..$I..I..$..x.H...I..$...... | 
| 2e2e0 |  4d 85 c0 0f 84 7c 24 00 00 49 8b 01 85 c0 78 0d    48 83 e8 01 49 89 01 0f 84 bb 07 00 00 48 8b 35  | M....|$..I....x.H...I........H.5 | 
| 2e300 |  cc e9 07 00 4c 89 c7 4c 89 04 24 e8 50 76 fe ff    4c 8b 04 24 48 85 c0 49 89 c4 0f 84 68 0c 00 00  | ....L..L..$.Pv..L..$H..I....h... | 
| 2e320 |  8b 00 83 c0 01 74 04 41 89 04 24 49 8b 04 24 85    c0 78 0e 48 83 e8 01 49 89 04 24 0f 84 9f 07 00  | .....t.A..$I..$..x.H...I..$..... | 
| 2e340 |  00 49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00 0f    84 7b 07 00 00 48 8b 2d 84 e5 07 00 48 8b 3d dd  | .I....x.H...I....{...H.-....H.=. | 
| 2e360 |  db 07 00 48 8b 55 18 48 89 ee e8 f1 71 fd ff 49    89 c1 48 85 c0 0f 84 75 0c 00 00 8b 00 83 c0 01  | ...H.U.H....q..I..H....u........ | 
| 2e380 |  74 03 41 89 01 49 8b 41 08 4c 89 0c 24 4c 89 cf    48 8b 35 69 df 07 00 48 8b 80 90 00 00 00 48 85  | t.A..I.A.L..$L..H.5i...H......H. | 
| 2e3a0 |  c0 0f 84 a1 1d 00 00 ff d0 4c 8b 0c 24 48 89 c5    48 85 ed 0f 84 a7 1d 00 00 49 8b 01 85 c0 78 0d  | .........L..$H..H........I....x. | 
| 2e3c0 |  48 83 e8 01 49 89 01 0f 84 03 08 00 00 48 8b 05    24 cb 07 00 48 39 45 08 0f 84 52 1e 00 00 48 8d  | H...I........H..$...H9E...R...H. | 
| 2e3e0 |  b4 24 98 00 00 00 48 89 ef ba 01 00 00 00 48 c7    84 24 90 00 00 00 00 00 00 00 48 89 9c 24 98 00  | .$....H.......H..$........H..$.. | 
| 2e400 |  00 00 e8 69 73 fe ff 49 89 ea 49 89 c6 4d 85 f6    0f 84 ba 1e 00 00 49 8b 02 85 c0 78 0d 48 83 e8  | ...is..I..I..M........I....x.H.. | 
| 2e420 |  01 49 89 02 0f 84 c6 07 00 00 48 8b 03 85 c0 78    0d 48 83 e8 01 48 89 03 0f 84 a2 07 00 00 48 8b  | .I........H....x.H...H........H. | 
| 2e440 |  2d 9b e4 07 00 48 8b 3d f4 da 07 00 48 8b 55 18    48 89 ee e8 08 71 fd ff 49 89 c2 48 85 c0 0f 84  | -....H.=....H.U.H....q..I..H.... | 
| 2e460 |  bc 1e 00 00 8b 00 83 c0 01 74 03 41 89 02 49 8b    42 08 4c 89 14 24 4c 89 d7 48 8b 35 80 de 07 00  | .........t.A..I.B.L..$L..H.5.... | 
| 2e480 |  48 8b 80 90 00 00 00 48 85 c0 0f 84 60 1f 00 00    ff d0 4c 8b 14 24 48 89 c5 48 85 ed 0f 84 fe 1e  | H......H....`.....L..$H..H...... | 
| 2e4a0 |  00 00 49 8b 02 85 c0 78 0d 48 83 e8 01 49 89 02    0f 84 aa 03 00 00 48 8b 05 3b ca 07 00 48 39 45  | ..I....x.H...I........H..;...H9E | 
| 2e4c0 |  08 0f 84 99 1f 00 00 48 8d b4 24 98 00 00 00 48    89 ef ba 01 00 00 00 48 c7 84 24 90 00 00 00 00  | .......H..$....H.......H..$..... | 
| 2e4e0 |  00 00 00 4c 89 ac 24 98 00 00 00 e8 80 72 fe ff    49 89 e9 48 89 44 24 28 48 83 7c 24 28 00 0f 84  | ...L..$......r..I..H.D$(H.|$(... | 
| 2e500 |  04 1f 00 00 49 8b 01 85 c0 78 0d 48 83 e8 01 49    89 01 0f 84 b0 03 00 00 49 8b 45 00 85 c0 78 0e  | ....I....x.H...I........I.E...x. | 
| 2e520 |  48 83 e8 01 49 89 45 00 0f 84 8a 03 00 00 48 8b    44 24 20 48 3b 05 3e ca 07 00 0f 84 b0 1b 00 00  | H...I.E.......H.D$.H;.>......... | 
| 2e540 |  48 8b 40 08 f6 80 ab 00 00 00 01 0f 84 ff 01 00    00 bf 01 00 00 00 e8 05 6b fd ff 48 89 c5 48 85  | H.@.....................k..H..H. | 
| 2e560 |  c0 0f 84 00 25 00 00 48 8b 74 24 20 8b 06 89 04    24 83 c0 01 74 02 89 06 48 8b 74 24 20 48 8b 45  | ....%..H.t$.....$...t...H.t$.H.E | 
| 2e580 |  18 48 89 6c 24 20 48 89 30 49 8b 46 08 48 8b 35    04 e6 07 00 4c 89 f7 48 8b 80 90 00 00 00 48 85  | .H.l$.H.0I.F.H.5....L..H......H. | 
| 2e5a0 |  c0 0f 84 a1 1f 00 00 ff d0 49 89 c0 4d 85 c0 0f    84 53 1f 00 00 4c 89 c7 4c 89 04 24 e8 ef 6f fd  | .........I..M....S...L..L..$..o. | 
| 2e5c0 |  ff 4c 8b 04 24 48 83 f8 ff 49 89 c7 0f 84 9e 1f    00 00 49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00  | .L..$H...I........I....x.H...I.. | 
| 2e5e0 |  0f 84 fa 09 00 00 49 83 ff 01 0f 85 d8 1f 00 00    48 8b 7c 24 28 48 8b 35 9c e5 07 00 48 8b 47 08  | ......I.........H.|$(H.5....H.G. | 
| 2e600 |  48 8b 80 90 00 00 00 48 85 c0 0f 84 60 20 00 00    ff d0 49 89 c0 4d 85 c0 0f 84 12 20 00 00 4c 89  | H......H....`.....I..M........L. | 
| 2e620 |  c7 4c 89 04 24 e8 86 6f fd ff 4c 8b 04 24 48 83    f8 ff 48 89 c3 0f 84 85 20 00 00 49 8b 00 85 c0  | .L..$..o..L..$H...H........I.... | 
| 2e640 |  78 0d 48 83 e8 01 49 89 00 0f 84 41 1d 00 00 48    83 fb 02 0f 84 07 0a 00 00 48 8b 35 10 e9 07 00  | x.H...I....A...H.........H.5.... | 
| 2e660 |  48 8b 3d e1 e9 07 00 31 d2 e8 72 4f fe ff 48 89    c5 48 85 c0 0f 84 92 02 00 00 48 89 c7 e8 4e 62  | H.=....1..rO..H..H........H...Nb | 
| 2e680 |  fe ff 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89    45 00 0f 84 d4 28 00 00 41 bd b6 5c 00 00 bb 70  | ..H.E...x.H...H.E....(..A..\...p | 
| 2e6a0 |  10 00 00 48 c7 44 24 18 00 00 00 00 31 c9 45 31    db 31 ed 48 c7 44 24 10 00 00 00 00 45 31 ff 48  | ...H.D$.....1.E1.1.H.D$.....E1.H | 
| 2e6c0 |  c7 04 24 00 00 00 00 48 c7 44 24 08 00 00 00 00    e9 6d 02 00 00 0f 1f 00 48 83 fb 04 74 5d 7f 40  | ..$....H.D$......m......H...t].@ | 
| 2e6e0 |  48 83 fb 02 0f 84 be 00 00 00 48 83 fb 03 0f 85    35 07 00 00 48 8b 46 10 f3 0f 6f 26 4c 8b 6e 08  | H.........H.....5...H.F...o&L.n. | 
| 2e700 |  48 8b 1e 48 89 44 24 20 48 89 44 24 70 0f 29 64    24 60 e9 2a fb ff ff 66 0f 1f 84 00 00 00 00 00  | H..H.D$.H.D$p.)d$`.*...f........ | 
| 2e720 |  48 83 fb 05 0f 85 be 00 00 00 48 8b 46 20 48 89    44 24 38 48 89 84 24 80 00 00 00 48 8b 46 18 48  | H.........H.F.H.D$8H..$....H.F.H | 
| 2e740 |  89 44 24 30 48 89 44 24 78 eb a9 0f 1f 44 00 00    48 8b 15 61 d8 07 00 48 39 d0 0f 84 f1 fd ff ff  | .D$0H.D$x....D..H..a...H9....... | 
| 2e760 |  48 8b 88 58 01 00 00 48 85 c9 0f 84 00 01 00 00    48 8b 71 10 48 85 f6 0f 8e 1b 01 00 00 31 c0 eb  | H..X...H........H.q.H........1.. | 
| 2e780 |  14 0f 1f 80 00 00 00 00 48 83 c0 01 48 39 c6 0f    84 03 01 00 00 48 3b 54 c1 18 75 ec e9 b0 fd ff  | ........H...H9.......H;T..u..... | 
| 2e7a0 |  ff 0f 1f 80 00 00 00 00 48 8b 05 c9 c7 07 00 f3    0f 6f 26 4c 8b 6e 08 48 8b 1e 48 89 44 24 20 0f  | ........H........o&L.n.H..H.D$.. | 
| 2e7c0 |  29 64 24 60 e9 78 fa ff ff 0f 1f 80 00 00 00 00    48 8b 06 4c 8b 79 10 48 89 44 24 60 e9 57 f9 ff  | )d$`.x..........H..L.y.H.D$`.W.. | 
| 2e7e0 |  ff 0f 1f 80 00 00 00 00 48 8d 0d 49 cc 02 00 41    b8 05 00 00 00 48 83 ec 08 48 8b 05 38 c7 07 00  | ........H..I...A.....H...H..8... | 
| 2e800 |  48 8d 15 0f d1 02 00 48 8d 35 f2 ad 02 00 53 4c    8d 0d 9a d0 02 00 48 8b 38 31 c0 e8 70 6f fd ff  | H......H.5....SL......H.81..po.. | 
| 2e820 |  58 be 73 5b 00 00 5a 48 8d 0d 1b cc 02 00 ba da    0f 00 00 48 8d 3d 7e bf 02 00 45 31 ed e8 6e 72  | X.s[..ZH...........H.=~...E1..nr | 
| 2e840 |  fe ff 48 81 c4 c8 00 00 00 4c 89 e8 5b 5d 41 5c    41 5d 41 5e 41 5f c3 66 0f 1f 84 00 00 00 00 00  | ..H......L..[]A\A]A^A_.f........ | 
| 2e860 |  4c 89 d7 e8 68 69 fd ff e9 49 fc ff ff 0f 1f 00    48 8b 80 00 01 00 00 48 39 c2 0f 84 d1 fc ff ff  | L...hi...I......H......H9....... | 
| 2e880 |  48 85 c0 75 eb 48 3b 15 14 c7 07 00 0f 84 bf fc    ff ff 66 0f 1f 44 00 00 48 8b 54 24 20 8b 02 89  | H..u.H;...........f..D..H.T$.... | 
| 2e8a0 |  04 24 83 c0 01 0f 84 de fc ff ff 89 02 e9 d7 fc    ff ff 66 0f 1f 44 00 00 4c 89 ef e8 10 69 fd ff  | .$................f..D..L....i.. | 
| 2e8c0 |  e9 69 fc ff ff 0f 1f 00 4c 89 cf e8 00 69 fd ff    e9 43 fc ff ff 0f 1f 00 48 8d 4c 24 60 49 89 d8  | .i......L....i...C......H.L$`I.. | 
| 2e8e0 |  4c 89 f6 48 89 ef 48 8d 94 24 90 00 00 00 4c 8d    0d 21 d0 02 00 e8 26 65 fe ff 85 c0 0f 89 14 f9  | L..H..H..$....L..!....&e........ | 
| 2e900 |  ff ff be 5b 5b 00 00 e9 1b ff ff ff 48 c7 04 24    00 00 00 00 31 c9 45 31 db 45 31 ff 48 c7 44 24  | ...[[.......H..$....1.E1.E1.H.D$ | 
| 2e920 |  18 00 00 00 00 41 bd b2 5c 00 00 bb 70 10 00 00    48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00  | .....A..\...p...H.D$.....H.D$... | 
| 2e940 |  00 00 4d 85 db 74 14 49 8b 03 85 c0 78 0d 48 83    e8 01 49 89 03 0f 84 3d 02 00 00 48 85 c9 74 14  | ..M..t.I....x.H...I....=...H..t. | 
| 2e960 |  48 8b 01 85 c0 78 0d 48 83 e8 01 48 89 01 0f 84    14 02 00 00 44 89 ee 48 8d 0d cb ca 02 00 89 da  | H....x.H...H........D..H........ | 
| 2e980 |  45 31 ed 48 8d 3d 2e be 02 00 e8 21 71 fe ff 4d    85 e4 74 16 49 8b 04 24 85 c0 78 0e 48 83 e8 01  | E1.H.=.....!q..M..t.I..$..x.H... | 
| 2e9a0 |  49 89 04 24 0f 84 ae 01 00 00 48 8b 5c 24 20 48    85 db 74 14 48 8b 03 85 c0 78 0d 48 83 e8 01 48  | I..$......H.\$.H..t.H....x.H...H | 
| 2e9c0 |  89 03 0f 84 a0 01 00 00 48 85 ed 74 16 48 8b 45    00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 95  | ........H..t.H.E...x.H...H.E.... | 
| 2e9e0 |  01 00 00 48 8b 4c 24 08 48 85 c9 74 14 48 8b 01    85 c0 78 0d 48 83 e8 01 48 89 01 0f 84 f7 00 00  | ...H.L$.H..t.H....x.H...H....... | 
| 2ea00 |  00 48 8b 3c 24 48 85 ff 74 14 48 8b 07 85 c0 78    0d 48 83 e8 01 48 89 07 0f 84 ea 00 00 00 48 8b  | .H.<$H..t.H....x.H...H........H. | 
| 2ea20 |  5c 24 10 48 85 db 74 14 48 8b 03 85 c0 78 0d 48    83 e8 01 48 89 03 0f 84 dc 00 00 00 48 8b 4c 24  | \$.H..t.H....x.H...H........H.L$ | 
| 2ea40 |  18 48 85 c9 74 14 48 8b 01 85 c0 78 0d 48 83 e8    01 48 89 01 0f 84 ce 00 00 00 4d 85 ff 74 14 49  | .H..t.H....x.H...H........M..t.I | 
| 2ea60 |  8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 c5    00 00 00 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89  | ....x.H...I........I....x.H...I. | 
| 2ea80 |  06 0f 84 c1 00 00 00 48 8b 44 24 28 48 8b 00 85    c0 0f 88 ab fd ff ff 48 8b 7c 24 28 48 83 e8 01  | .......H.D$(H..........H.|$(H... | 
| 2eaa0 |  48 89 07 0f 85 99 fd ff ff e8 22 67 fd ff e9 8f    fd ff ff 0f 1f 44 00 00 4c 89 cf 4c 89 04 24 e8  | H........."g.........D..L..L..$. | 
| 2eac0 |  0c 67 fd ff 4c 8b 04 24 e9 30 f8 ff ff 0f 1f 00    4c 89 c7 e8 f8 66 fd ff e9 78 f8 ff ff 0f 1f 00  | .g..L..$.0......L....f...x...... | 
| 2eae0 |  4c 89 e7 4c 89 04 24 e8 e4 66 fd ff 4c 8b 04 24    e9 4c f8 ff ff 0f 1f 00 48 89 cf e8 d0 66 fd ff  | L..L..$..f..L..$.L......H....f.. | 
| 2eb00 |  e9 fc fe ff ff 0f 1f 00 e8 c3 66 fd ff e9 0c ff    ff ff 66 0f 1f 44 00 00 48 89 df e8 b0 66 fd ff  | ..........f.......f..D..H....f.. | 
| 2eb20 |  e9 17 ff ff ff 0f 1f 00 48 89 cf e8 a0 66 fd ff    e9 25 ff ff ff 0f 1f 00 4c 89 ff e8 90 66 fd ff  | ........H....f...%......L....f.. | 
| 2eb40 |  e9 2e ff ff ff 0f 1f 00 4c 89 f7 e8 80 66 fd ff    e9 32 ff ff ff 0f 1f 00 4c 89 e7 e8 70 66 fd ff  | ........L....f...2......L...pf.. | 
| 2eb60 |  e9 45 fe ff ff 0f 1f 00 48 89 df e8 60 66 fd ff    e9 53 fe ff ff 0f 1f 00 48 89 ef e8 50 66 fd ff  | .E......H...`f...S......H...Pf.. | 
| 2eb80 |  e9 5e fe ff ff 0f 1f 00 48 89 cf e8 40 66 fd ff    e9 df fd ff ff 0f 1f 00 4c 89 df 48 89 4c 24 30  | .^......H...@f..........L..H.L$0 | 
| 2eba0 |  e8 2b 66 fd ff 48 8b 4c 24 30 e9 ac fd ff ff 90    4c 89 e7 4c 89 44 24 10 e8 13 66 fd ff 4c 8b 44  | .+f..H.L$0......L..L.D$...f..L.D | 
| 2ebc0 |  24 10 4c 8b 0c 24 e9 15 f7 ff ff 0f 1f 44 00 00    4c 89 cf e8 f8 65 fd ff e9 f0 f7 ff ff 0f 1f 00  | $.L..$.......D..L....e.......... | 
| 2ebe0 |  48 89 df e8 e8 65 fd ff e9 51 f8 ff ff 0f 1f 00    4c 89 d7 e8 d8 65 fd ff e9 2d f8 ff ff 0f 1f 00  | H....e...Q......L....e...-...... | 
| 2ec00 |  45 31 ed 49 8d 44 24 28 4c 89 3c 24 49 89 cf 4a    8b 74 ed 18 48 89 44 24 10 49 39 f4 0f 84 45 01  | E1.I.D$(L.<$I..J.t..H.D$.I9...E. | 
| 2ec20 |  00 00 66 0f 1f 44 00 00 48 8b 05 a1 c3 07 00 49    39 44 24 08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2  | ..f..D..H......I9D$....H9F...... | 
| 2ec40 |  0f 84 ea 00 00 00 84 c0 0f 84 e2 00 00 00 49 8b    54 24 10 48 3b 56 10 0f 85 f3 00 00 00 48 8b 46  | ..............I.T$.H;V.......H.F | 
| 2ec60 |  18 49 8b 7c 24 18 48 39 c7 41 0f 95 c0 48 83 f8    ff 0f 95 c0 41 84 c0 74 0a 48 83 ff ff 0f 85 cd  | .I.|$.H9.A...H......A..t.H...... | 
| 2ec80 |  00 00 00 45 0f b6 4c 24 20 44 0f b6 46 20 44 89    c8 44 89 c7 c0 e8 02 40 c0 ef 02 83 e0 07 83 e7  | ...E..L$.D..F.D..D.....@........ | 
| 2eca0 |  07 40 38 f8 0f 85 a6 00 00 00 41 f6 c1 20 0f 85    27 1b 00 00 49 8b 7c 24 38 41 f6 c0 20 0f 85 03  | .@8.......A.....'...I.|$8A...... | 
| 2ecc0 |  1b 00 00 48 8b 76 38 44 0f b6 c0 41 83 f8 01 0f    84 ba 1c 00 00 41 83 f8 02 0f 84 5a 1e 00 00 44  | ...H.v8D...A.........A.....Z...D | 
| 2ece0 |  8b 07 44 8b 0e 45 39 c1 75 66 48 83 fa 01 74 77    0f b6 c0 48 0f af d0 e8 14 67 fd ff 85 c0 0f 94  | ..D..E9.ufH...tw...H.....g...... | 
| 2ed00 |  c0 0f b6 c0 75 4a 4c 8b 3c 24 85 c0 79 5d e8 0d    68 fd ff 48 85 c0 0f 84 bc fb ff ff be 56 5b 00  | ....uJL.<$..y]..h..H.........V[. | 
| 2ed20 |  00 e9 01 fb ff ff 66 2e 0f 1f 84 00 00 00 00 00    4c 3b 25 41 c2 07 00 75 04 84 c0 75 13 48 3b 35  | ......f.........L;%A...u...u.H;5 | 
| 2ed40 |  34 c2 07 00 75 32 84 d2 74 2e 66 0f 1f 44 00 00    49 83 c5 01 4d 39 ef 74 b5 4a 8b 74 ed 18 49 39  | 4...u2..t.f..D..I...M9.t.J.t..I9 | 
| 2ed60 |  f4 0f 85 c1 fe ff ff 4c 8b 3c 24 4b 8b 04 ee e9    84 f4 ff ff 0f 1f 40 00 4c 89 e7 ba 02 00 00 00  | .......L.<$K..........@.L....... | 
| 2ed80 |  e8 9b 64 fd ff 48 89 c7 48 85 c0 74 81 48 3b 05    ec c1 07 00 0f 94 c0 48 3b 3d aa c1 07 00 0f 94  | ..d..H..H..t.H;........H;=...... | 
| 2eda0 |  c2 08 c2 75 0d 48 3b 3d cc c1 07 00 0f 85 06 14    00 00 0f b6 c0 48 8b 17 85 d2 78 0d 48 83 ea 01  | ...u.H;=.............H....x.H... | 
| 2edc0 |  48 89 17 0f 84 07 14 00 00 85 c0 74 83 e9 34 ff    ff ff 66 0f 1f 44 00 00 4c 89 6c 24 28 49 89 de  | H..........t..4...f..D..L.l$(I.. | 
| 2ede0 |  31 c9 45 31 db 48 c7 04 24 00 00 00 00 45 31 ff    31 ed 45 31 e4 48 c7 44 24 18 00 00 00 00 41 bd  | 1.E1.H..$....E1.1.E1.H.D$.....A. | 
| 2ee00 |  b2 5b 00 00 bb 61 10 00 00 48 c7 44 24 10 00 00    00 00 48 c7 44 24 08 00 00 00 00 48 c7 44 24 20  | .[...a...H.D$.....H.D$.....H.D$. | 
| 2ee20 |  00 00 00 00 e9 19 fb ff ff 48 83 fb 02 48 8d 0d    fb c5 02 00 48 8d 05 fd c5 02 00 41 0f 9d c0 48  | .........H...H......H......A...H | 
| 2ee40 |  0f 4d c8 45 0f b6 c0 4f 8d 44 40 02 e9 a4 f9 ff    ff 0f 1f 80 00 00 00 00 48 c7 44 24 18 00 00 00  | .M.E...O.D@.............H.D$.... | 
| 2ee60 |  00 49 89 de 31 c9 31 ed 48 c7 44 24 10 00 00 00    00 45 31 db 45 31 d2 45 31 c0 48 c7 04 24 00 00  | .I..1.1.H.D$.....E1.E1.E1.H..$.. | 
| 2ee80 |  00 00 45 31 ff bb 61 10 00 00 48 c7 44 24 08 00    00 00 00 48 c7 44 24 20 00 00 00 00 4c 89 6c 24  | ..E1..a...H.D$.....H.D$.....L.l$ | 
| 2eea0 |  28 41 bd b7 5b 00 00 4d 85 c9 74 14 49 8b 01 85    c0 78 0d 48 83 e8 01 49 89 01 0f 84 90 00 00 00  | (A..[..M..t.I....x.H...I........ | 
| 2eec0 |  4d 85 c0 74 10 49 8b 00 85 c0 78 09 48 83 e8 01    49 89 00 74 4b 4d 85 d2 0f 84 64 fa ff ff 49 8b  | M..t.I....x.H...I..tKM....d...I. | 
| 2eee0 |  02 85 c0 0f 88 59 fa ff ff 48 83 e8 01 49 89 02    0f 85 4c fa ff ff 4c 89 d7 48 89 4c 24 38 4c 89  | .....Y...H...I....L...L..H.L$8L. | 
| 2ef00 |  5c 24 30 e8 c8 62 fd ff 48 8b 4c 24 38 4c 8b 5c    24 30 e9 2b fa ff ff 66 0f 1f 84 00 00 00 00 00  | \$0..b..H.L$8L.\$0.+...f........ | 
| 2ef20 |  4c 89 c7 48 89 4c 24 40 4c 89 5c 24 38 4c 89 54    24 30 e8 99 62 fd ff 48 8b 4c 24 40 4c 8b 5c 24  | L..H.L$@L.\$8L.T$0..b..H.L$@L.\$ | 
| 2ef40 |  38 4c 8b 54 24 30 eb 8d 0f 1f 84 00 00 00 00 00    4c 89 cf 4c 89 44 24 48 48 89 4c 24 40 4c 89 5c  | 8L.T$0..........L..L.D$HH.L$@L.\ | 
| 2ef60 |  24 38 4c 89 54 24 30 e8 64 62 fd ff 4c 8b 44 24    48 48 8b 4c 24 40 4c 8b 5c 24 38 4c 8b 54 24 30  | $8L.T$0.db..L.D$HH.L$@L.\$8L.T$0 | 
| 2ef80 |  e9 3b ff ff ff 0f 1f 00 4c 89 6c 24 28 49 89 de    31 c9 45 31 db 48 c7 04 24 00 00 00 00 45 31 d2  | .;......L.l$(I..1.E1.H..$....E1. | 
| 2efa0 |  45 31 ff 31 ed 48 c7 44 24 18 00 00 00 00 41 bd    ba 5b 00 00 bb 61 10 00 00 48 c7 44 24 10 00 00  | E1.1.H.D$.....A..[...a...H.D$... | 
| 2efc0 |  00 00 48 c7 44 24 08 00 00 00 00 48 c7 44 24 20    00 00 00 00 e9 e7 fe ff ff 0f 1f 80 00 00 00 00  | ..H.D$.....H.D$................. | 
| 2efe0 |  4c 89 c7 e8 e8 61 fd ff e9 f9 f5 ff ff 0f 1f 00    e8 2b 65 fd ff 48 85 c0 0f 85 30 1c 00 00 48 89  | L....a...........+e..H....0...H. | 
| 2f000 |  ef e8 1a 37 ff ff 48 89 c5 48 85 c0 0f 85 c8 31    00 00 48 c7 04 24 00 00 00 00 31 c9 45 31 db 45  | ...7..H..H.....1..H..$....1.E1.E | 
| 2f020 |  31 ff 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10    00 00 00 00 48 c7 44 24 08 00 00 00 00 4c 89 6c  | 1.H.D$.....H.D$.....H.D$.....L.l | 
| 2f040 |  24 28 49 89 de 41 bd c8 5b 00 00 bb 64 10 00 00    48 c7 44 24 20 00 00 00 00 e9 e4 f8 ff ff 66 90  | $(I..A..[...d...H.D$..........f. | 
| 2f060 |  48 8b 35 31 db 07 00 48 8b 7c 24 28 e8 1f 46 fe    ff 48 85 c0 0f 84 e6 1b 00 00 31 c9 31 d2 31 f6  | H.51...H.|$(..F..H........1.1.1. | 
| 2f080 |  48 89 c7 48 89 04 24 e8 f4 4e fe ff 4c 8b 04 24    48 85 c0 49 89 c1 0f 84 46 11 00 00 49 8b 00 85  | H..H..$..N..L..$H..I....F...I... | 
| 2f0a0 |  c0 78 0d 48 83 e8 01 49 89 00 0f 84 09 18 00 00    48 8b 35 e1 da 07 00 48 8b 7c 24 28 4c 89 0c 24  | .x.H...I........H.5....H.|$(L..$ | 
| 2f0c0 |  e8 cb 45 fe ff 4c 8b 0c 24 48 85 c0 49 89 c0 0f    84 a1 1c 00 00 31 c9 31 d2 be 01 00 00 00 48 89  | ..E..L..$H..I........1.1......H. | 
| 2f0e0 |  c7 4c 89 4c 24 10 48 89 04 24 e8 91 4e fe ff 4c    8b 04 24 4c 8b 4c 24 10 48 85 c0 49 89 c2 0f 84  | .L.L$.H..$..N..L..$L.L$.H..I.... | 
| 2f100 |  30 1d 00 00 49 8b 00 85 c0 78 0d 48 83 e8 01 49    89 00 0f 84 e6 18 00 00 4c 89 d6 4c 89 cf ba 03  | 0...I....x.H...I........L..L.... | 
| 2f120 |  00 00 00 4c 89 54 24 10 4c 89 0c 24 e8 ef 60 fd    ff 4c 8b 0c 24 4c 8b 54 24 10 48 85 c0 49 89 c0  | ...L.T$.L..$..`..L..$L.T$.H..I.. | 
| 2f140 |  0f 84 5d 1d 00 00 49 8b 01 85 c0 78 0d 48 83 e8    01 49 89 01 0f 84 51 19 00 00 49 8b 02 85 c0 78  | ..]...I....x.H...I....Q...I....x | 
| 2f160 |  0d 48 83 e8 01 49 89 02 0f 84 5c 19 00 00 48 8b    1d 0b be 07 00 49 39 d8 0f 94 c0 4c 3b 05 c6 bd  | .H...I....\...H......I9....L;... | 
| 2f180 |  07 00 0f 94 c2 08 c2 0f 85 93 14 00 00 4c 3b 05    e4 bd 07 00 0f 84 86 14 00 00 4c 89 c7 4c 89 04  | .............L;...........L..L.. | 
| 2f1a0 |  24 e8 3a 64 fd ff 4c 8b 04 24 85 c0 89 c5 0f 88    44 1d 00 00 49 8b 00 85 c0 78 0d 48 83 e8 01 49  | $.:d..L..$......D...I....x.H...I | 
| 2f1c0 |  89 00 0f 84 a3 19 00 00 85 ed 0f 85 89 f4 ff ff    49 8b 46 08 48 8b 35 bd d9 07 00 4c 89 f7 48 8b  | ................I.F.H.5....L..H. | 
| 2f1e0 |  80 90 00 00 00 48 85 c0 0f 84 01 16 00 00 ff d0    49 89 c0 4d 85 c0 0f 84 00 16 00 00 31 c9 31 d2  | .....H..........I..M........1.1. | 
| 2f200 |  31 f6 4c 89 c7 4c 89 04 24 e8 72 4d fe ff 4c 8b    04 24 48 85 c0 49 89 c2 0f 84 5e 16 00 00 49 8b  | 1.L..L..$.rM..L..$H..I....^...I. | 
| 2f220 |  00 85 c0 78 0d 48 83 e8 01 49 89 00 0f 84 7e 13    00 00 48 8b 35 5f d9 07 00 48 8b 7c 24 28 4c 89  | ...x.H...I....~...H.5_...H.|$(L. | 
| 2f240 |  14 24 e8 49 44 fe ff 4c 8b 14 24 48 85 c0 0f 84    d4 16 00 00 31 c9 31 d2 31 f6 48 89 c7 4c 89 54  | .$.ID..L..$H........1.1.1.H..L.T | 
| 2f260 |  24 10 48 89 04 24 e8 15 4d fe ff 4c 8b 04 24 4c    8b 54 24 10 48 85 c0 49 89 c1 0f 84 41 17 00 00  | $.H..$..M..L..$L.T$.H..I....A... | 
| 2f280 |  49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00 0f 84    ec 13 00 00 4c 89 ce 4c 89 d7 ba 03 00 00 00 4c  | I....x.H...I........L..L.......L | 
| 2f2a0 |  89 4c 24 10 4c 89 14 24 e8 73 5f fd ff 4c 8b 14    24 4c 8b 4c 24 10 48 85 c0 49 89 c0 0f 84 68 17  | .L$.L..$.s_..L..$L.L$.H..I....h. | 
| 2f2c0 |  00 00 49 8b 02 85 c0 78 0d 48 83 e8 01 49 89 02    0f 84 52 14 00 00 49 8b 01 85 c0 78 0d 48 83 e8  | ..I....x.H...I....R...I....x.H.. | 
| 2f2e0 |  01 49 89 01 0f 84 66 14 00 00 49 39 d8 0f 94 c0    4c 3b 05 51 bc 07 00 0f 94 c2 08 c2 0f 85 26 0f  | .I....f...I9....L;.Q..........&. | 
| 2f300 |  00 00 4c 3b 05 6f bc 07 00 0f 84 19 0f 00 00 4c    89 c7 4c 89 04 24 e8 c5 62 fd ff 4c 8b 04 24 85  | ..L;.o.........L..L..$..b..L..$. | 
| 2f320 |  c0 89 c5 0f 88 1d 18 00 00 49 8b 00 85 c0 78 0d    48 83 e8 01 49 89 00 0f 84 7c 14 00 00 85 ed 0f  | .........I....x.H...I....|...... | 
| 2f340 |  85 5a 18 00 00 48 8b 7c 24 20 48 8b 57 08 48 8b    42 70 48 85 c0 0f 84 f5 14 00 00 48 8b 40 08 48  | .Z...H.|$.H.W.H.BpH........H.@.H | 
| 2f360 |  85 c0 0f 84 e8 14 00 00 48 8b 35 19 db 07 00 ff    d0 49 89 c0 48 85 c0 0f 84 f1 1e 00 00 48 8b 05  | ........H.5......I..H........H.. | 
| 2f380 |  74 bc 07 00 49 39 40 08 0f 85 40 15 00 00 49 83    38 01 0f 85 36 15 00 00 41 8b 00 83 c0 01 0f 84  | t...I9@...@...I.8...6...A....... | 
| 2f3a0 |  95 14 00 00 41 89 00 4c 89 c5 49 8b 00 85 c0 78    0d 48 83 e8 01 49 89 00 0f 84 85 14 00 00 48 8b  | ....A..L..I....x.H...I........H. | 
| 2f3c0 |  35 d3 d7 07 00 4c 89 f7 e8 c3 42 fe ff 48 85 c0    0f 84 08 19 00 00 31 c9 31 d2 31 f6 48 89 c7 48  | 5....L....B..H........1.1.1.H..H | 
| 2f3e0 |  89 04 24 e8 98 4b fe ff 4c 8b 0c 24 48 85 c0 49    89 c0 0f 84 2e 19 00 00 49 8b 01 85 c0 78 0d 48  | ..$..K..L..$H..I........I....x.H | 
| 2f400 |  83 e8 01 49 89 01 0f 84 6e 15 00 00 48 8b 55 20    48 8b 45 10 48 89 d1 48 d1 f9 48 39 c8 0f 8e bc  | ...I....n...H.U.H.E.H..H..H9.... | 
| 2f420 |  16 00 00 48 39 d0 0f 8d b3 16 00 00 41 8b 10 83    c2 01 74 03 41 89 10 48 8b 55 18 4c 89 04 c2 48  | ...H9.......A.....t.A..H.U.L...H | 
| 2f440 |  83 c0 01 48 89 45 10 49 8b 00 85 c0 78 0d 48 83    e8 01 49 89 00 0f 84 c2 15 00 00 48 8b 35 ee d7  | ...H.E.I....x.H...I........H.5.. | 
| 2f460 |  07 00 48 8b 7c 24 08 e8 24 42 fe ff 48 89 44 24    08 48 85 c0 0f 84 f7 19 00 00 48 8b 15 77 ba 07  | ..H.|$..$B..H.D$.H........H..w.. | 
| 2f480 |  00 48 39 50 08 0f 85 55 1a 00 00 4c 8b 68 18 4d    85 ed 0f 84 0b 1b 00 00 4c 8b 50 10 41 8b 45 00  | .H9P...U...L.h.M........L.P.A.E. | 
| 2f4a0 |  83 c0 01 74 04 41 89 45 00 41 8b 02 83 c0 01 74    03 41 89 02 48 8b 74 24 08 48 8b 06 85 c0 0f 88  | ...t.A.E.A.....t.A..H.t$.H...... | 
| 2f4c0 |  c9 16 00 00 48 83 e8 01 ba 02 00 00 00 48 89 06    48 8d b4 24 90 00 00 00 0f 84 10 17 00 00 66 48  | ....H........H..H..$..........fH | 
| 2f4e0 |  0f 6e f5 66 49 0f 6e c5 4c 89 d7 4c 89 54 24 08    66 0f 6c c6 0f 29 84 24 90 00 00 00 e8 6f 62 fe  | .n.fI.n.L..L.T$.f.l..).$.....ob. | 
| 2f500 |  ff 4c 89 ef 48 89 04 24 e8 53 42 fe ff 4c 8b 0c    24 4c 8b 54 24 08 4d 85 c9 0f 84 e9 19 00 00 49  | .L..H..$.SB..L..$L.T$.M........I | 
| 2f520 |  8b 02 85 c0 78 0d 48 83 e8 01 49 89 02 0f 84 45    16 00 00 48 8b 35 c6 d5 07 00 4c 89 cf 4c 89 0c  | ....x.H...I....E...H.5....L..L.. | 
| 2f540 |  24 e8 4a 41 fe ff 4c 8b 0c 24 48 85 c0 49 89 c2    0f 84 62 1a 00 00 49 8b 01 85 c0 78 0d 48 83 e8  | $.JA..L..$H..I....b...I....x.H.. | 
| 2f560 |  01 49 89 01 0f 84 af 16 00 00 48 8b 35 27 d6 07    00 4c 89 f7 4c 89 14 24 e8 13 41 fe ff 4c 8b 14  | .I........H.5'...L..L..$..A..L.. | 
| 2f580 |  24 48 85 c0 0f 84 c8 1a 00 00 31 c9 31 d2 31 f6    48 89 c7 4c 89 54 24 10 48 89 44 24 08 e8 de 49  | $H........1.1.1.H..L.T$.H.D$...I | 
| 2f5a0 |  fe ff 4c 8b 4c 24 08 4c 8b 54 24 10 48 85 c0 48    89 04 24 0f 84 d4 1a 00 00 49 8b 01 85 c0 78 0d  | ..L.L$.L.T$.H..H..$......I....x. | 
| 2f5c0 |  48 83 e8 01 49 89 01 0f 84 d0 16 00 00 48 8b 05    24 b9 07 00 49 39 42 08 0f 85 6c 1b 00 00 4d 8b  | H...I........H..$...I9B...l...M. | 
| 2f5e0 |  6a 18 4d 85 ed 0f 84 77 1b 00 00 41 8b 45 00 4d    8b 42 10 83 c0 01 74 04 41 89 45 00 41 8b 00 83  | j.M....w...A.E.M.B....t.A.E.A... | 
| 2f600 |  c0 01 74 03 41 89 00 49 8b 02 85 c0 0f 88 52 17    00 00 48 83 e8 01 48 8d b4 24 90 00 00 00 ba 03  | ..t.A..I......R...H...H..$...... | 
| 2f620 |  00 00 00 49 89 02 0f 84 92 17 00 00 48 8b 05 15    d8 07 00 4c 89 c7 4c 89 44 24 10 4c 89 ac 24 90  | ...I........H......L..L.D$.L..$. | 
| 2f640 |  00 00 00 48 89 84 24 98 00 00 00 48 8b 04 24 48    89 84 24 a0 00 00 00 e8 14 61 fe ff 4c 89 ef 48  | ...H..$....H..$H..$......a..L..H | 
| 2f660 |  89 44 24 08 e8 f7 40 fe ff 48 8b 34 24 4c 8b 44    24 10 48 8b 06 85 c0 78 0d 48 83 e8 01 48 89 06  | .D$...@..H.4$L.D$.H....x.H...H.. | 
| 2f680 |  0f 84 2e 16 00 00 48 83 7c 24 08 00 0f 84 83 1a    00 00 49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00  | ......H.|$........I....x.H...I.. | 
| 2f6a0 |  0f 84 73 16 00 00 48 8b 35 6b cc 07 00 48 8b 7c    24 28 e8 d9 3f fe ff 48 85 c0 48 89 04 24 0f 84  | ..s...H.5k...H.|$(..?..H..H..$.. | 
| 2f6c0 |  b3 1a 00 00 48 8b 3d 15 d2 07 00 e8 70 32 ff ff    4c 8b 14 24 48 85 c0 49 89 c3 0f 84 d3 1a 00 00  | ....H.=.....p2..L..$H..I........ | 
| 2f6e0 |  48 8b 35 c9 cd 07 00 48 89 c7 4c 89 54 24 18 48    89 44 24 10 e8 97 3f fe ff 4c 8b 5c 24 10 4c 8b  | H.5....H..L.T$.H.D$...?..L.\$.L. | 
| 2f700 |  54 24 18 48 85 c0 48 89 04 24 0f 84 d2 1a 00 00    49 8b 03 85 c0 78 0d 48 83 e8 01 49 89 03 0f 84  | T$.H..H..$......I....x.H...I.... | 
| 2f720 |  1f 18 00 00 48 8b 05 cd b7 07 00 49 39 42 08 0f    85 ec 1a 00 00 4d 8b 42 18 4d 85 c0 0f 84 69 1b  | ....H......I9B.......M.B.M....i. | 
| 2f740 |  00 00 41 8b 00 4d 8b 6a 10 83 c0 01 74 03 41 89    00 41 8b 45 00 83 c0 01 74 04 41 89 45 00 49 8b  | ..A..M.j....t.A..A.E....t.A.E.I. | 
| 2f760 |  02 85 c0 0f 88 8d 18 00 00 48 83 e8 01 48 8d b4    24 90 00 00 00 ba 02 00 00 00 49 89 02 0f 84 85  | .........H...H..$.........I..... | 
| 2f780 |  18 00 00 66 49 0f 6e c0 4c 89 ef 4c 89 44 24 18    0f 16 04 24 0f 29 84 24 90 00 00 00 e8 cf 5f fe  | ...fI.n.L..L.D$....$.).$......_. | 
| 2f7a0 |  ff 4c 8b 44 24 18 48 89 44 24 10 4c 89 c7 e8 ad    3f fe ff 48 8b 34 24 4c 8b 4c 24 10 48 8b 06 85  | .L.D$.H.D$.L....?..H.4$L.L$.H... | 
| 2f7c0 |  c0 78 0d 48 83 e8 01 48 89 06 0f 84 8a 17 00 00    4d 85 c9 0f 84 60 1a 00 00 49 8b 45 00 85 c0 78  | .x.H...H........M....`...I.E...x | 
| 2f7e0 |  0e 48 83 e8 01 49 89 45 00 0f 84 9f 17 00 00 48    8b 54 24 28 48 8b 02 85 c0 78 0d 48 83 e8 01 48  | .H...I.E.......H.T$(H....x.H...H | 
| 2f800 |  89 02 0f 84 71 17 00 00 41 8b 04 24 83 c0 01 74    04 41 89 04 24 48 8b 05 dc b6 07 00 49 39 44 24  | ....q...A..$...t.A..$H......I9D$ | 
| 2f820 |  08 0f 84 d0 1a 00 00 4d 89 e2 b8 08 00 00 00 ba    01 00 00 00 45 31 db 66 49 0f 6e f9 66 49 0f 6e  | .......M............E1.fI.n.fI.n | 
| 2f840 |  c3 4c 89 d7 4c 89 4c 24 18 4c 8d ac 24 90 00 00    00 66 0f 6c c7 4c 89 54 24 10 49 8d 74 05 00 4c  | .L..L.L$.L..$....f.l.L.T$.I.t..L | 
| 2f860 |  89 5c 24 28 0f 29 84 24 90 00 00 00 e8 ff 5e fe    ff 4c 8b 5c 24 28 48 89 04 24 4c 89 df e8 de 3e  | .\$(.).$......^..L.\$(H..$L....> | 
| 2f880 |  fe ff 4c 8b 04 24 4c 8b 54 24 10 4c 8b 4c 24 18    4d 85 c0 0f 84 27 1a 00 00 49 8b 02 85 c0 78 0d  | ..L..$L.T$.L.L$.M....'...I....x. | 
| 2f8a0 |  48 83 e8 01 49 89 02 0f 84 86 17 00 00 49 8b 40    08 48 3b 05 58 b6 07 00 0f 85 11 1b 00 00 49 8b  | H...I........I.@.H;.X.........I. | 
| 2f8c0 |  50 10 48 83 fa 03 0f 85 76 1a 00 00 49 8b 40 18    48 89 04 24 49 8b 40 20 48 89 44 24 10 49 8b 40  | P.H.....v...I.@.H..$I.@.H.D$.I.@ | 
| 2f8e0 |  28 48 89 44 24 18 48 8b 34 24 8b 06 89 44 24 28    83 c0 01 74 02 89 06 48 8b 54 24 10 8b 02 89 44  | (H.D$.H.4$...D$(...t...H.T$....D | 
| 2f900 |  24 28 83 c0 01 74 02 89 02 48 8b 74 24 18 8b 06    89 44 24 28 83 c0 01 74 02 89 06 49 8b 00 85 c0  | $(...t...H.t$....D$(...t...I.... | 
| 2f920 |  78 0d 48 83 e8 01 49 89 00 0f 84 cf 17 00 00 4c    8b 7c 24 30 ba 03 00 00 00 4c 89 4c 24 28 48 8b  | x.H...I........L.|$0.....L.L$(H. | 
| 2f940 |  35 c3 cc 07 00 4c 89 ff e8 73 48 fe ff 4c 8b 4c    24 28 85 c0 0f 88 e6 1b 00 00 0f 84 56 14 00 00  | 5....L...sH..L.L$(..........V... | 
| 2f960 |  48 8b 35 41 d4 07 00 ba 03 00 00 00 4c 89 ff e8    4c 48 fe ff 4c 8b 4c 24 28 85 c0 0f 88 0a 1d 00  | H.5A........L...LH..L.L$(....... | 
| 2f980 |  00 74 27 48 8b 35 86 d0 07 00 ba 03 00 00 00 4c    89 ff e8 29 48 fe ff 4c 8b 4c 24 28 85 c0 0f 88  | .t'H.5.........L...)H..L.L$(.... | 
| 2f9a0 |  27 21 00 00 0f 85 ac 1f 00 00 48 8b 3d 2f cf 07    00 4c 89 4c 24 28 e8 85 2f ff ff 4c 8b 4c 24 28  | '!........H.=/...L.L$(../..L.L$( | 
| 2f9c0 |  48 85 c0 0f 84 df 1e 00 00 48 8b 35 00 c9 07 00    48 89 c7 4c 89 4c 24 40 48 89 44 24 28 e8 ae 3c  | H........H.5....H..L.L$@H.D$(..< | 
| 2f9e0 |  fe ff 4c 8b 44 24 28 4c 8b 4c 24 40 48 85 c0 49    89 c3 0f 84 93 1e 00 00 49 8b 00 85 c0 78 0d 48  | ..L.D$(L.L$@H..I........I....x.H | 
| 2fa00 |  83 e8 01 49 89 00 0f 84 2e 1c 00 00 48 8b 3d cd    ce 07 00 4c 89 5c 24 40 4c 89 4c 24 28 e8 1e 2f  | ...I........H.=....L.\$@L.L$(../ | 
| 2fa20 |  ff ff 4c 8b 4c 24 28 4c 8b 5c 24 40 48 85 c0 49    89 c7 0f 84 3c 1e 00 00 48 8b 35 69 ca 07 00 48  | ..L.L$(L.\$@H..I....<...H.5i...H | 
| 2fa40 |  89 c7 e8 49 3c fe ff 4c 8b 4c 24 28 4c 8b 5c 24    40 48 85 c0 49 89 c2 0f 84 c0 22 00 00 49 8b 07  | ...I<..L.L$(L.\$@H..I....."..I.. | 
| 2fa60 |  85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 46 1c 00    00 48 8b 35 a0 c7 07 00 48 8b 7c 24 18 4c 89 5c  | ..x.H...I....F...H.5....H.|$.L.\ | 
| 2fa80 |  24 48 4c 89 54 24 40 4c 89 4c 24 28 e8 ff 3b fe    ff 4c 8b 4c 24 28 4c 8b 54 24 40 48 85 c0 4c 8b  | $HL.T$@L.L$(..;..L.L$(L.T$@H..L. | 
| 2faa0 |  5c 24 48 49 89 c7 0f 84 e2 21 00 00 48 8b 74 24    10 48 89 c7 e8 57 57 fd ff 4c 8b 4c 24 28 4c 8b  | \$HI.....!..H.t$.H...WW..L.L$(L. | 
| 2fac0 |  54 24 40 48 85 c0 4c 8b 5c 24 48 48 89 c1 0f 84    d1 21 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 49  | T$@H..L.\$HH.....!..I....x.H...I | 
| 2fae0 |  89 07 0f 84 f5 1b 00 00 48 8b 35 09 b4 07 00 b8    08 00 00 00 ba 02 00 00 00 45 31 ff 49 39 72 08  | ........H.5..............E1.I9r. | 
| 2fb00 |  0f 84 bd 21 00 00 48 8b 74 24 18 66 48 0f 6e f9    66 49 0f 6e c7 4c 89 d7 66 0f 6c c7 4c 89 5c 24  | ...!..H.t$.fH.n.fI.n.L..f.l.L.\$ | 
| 2fb20 |  58 48 89 b4 24 a0 00 00 00 49 8d 74 05 00 4c 89    4c 24 50 48 89 4c 24 48 4c 89 54 24 40 0f 29 84  | XH..$....I.t..L.L$PH.L$HL.T$@.). | 
| 2fb40 |  24 90 00 00 00 e8 26 5c fe ff 4c 89 ff 48 89 44    24 28 e8 09 3c fe ff 48 8b 4c 24 48 4c 8b 44 24  | $.....&\..L..H.D$(..<..H.L$HL.D$ | 
| 2fb60 |  28 4c 8b 54 24 40 4c 8b 4c 24 50 48 8b 01 4c 8b    5c 24 58 85 c0 78 0d 48 83 e8 01 48 89 01 0f 84  | (L.T$@L.L$PH..L.\$X..x.H...H.... | 
| 2fb80 |  7f 1b 00 00 4d 85 c0 0f 84 e7 20 00 00 49 8b 02    85 c0 78 0d 48 83 e8 01 49 89 02 0f 84 78 1c 00  | ....M........I....x.H...I....x.. | 
| 2fba0 |  00 bf 02 00 00 00 4c 89 44 24 48 4c 89 5c 24 40    4c 89 4c 24 28 e8 f6 58 fd ff 4c 8b 4c 24 28 4c  | ......L.D$HL.\$@L.L$(..X..L.L$(L | 
| 2fbc0 |  8b 5c 24 40 48 85 c0 4c 8b 44 24 48 49 89 c2 0f    84 85 20 00 00 4c 89 40 18 41 8b 01 83 c0 01 74  | .\$@H..L.D$HI........L.@.A.....t | 
| 2fbe0 |  03 41 89 01 4d 89 4a 20 4c 89 5c 24 48 4c 89 4c    24 40 4c 89 54 24 28 e8 44 5a fd ff 4c 8b 54 24  | .A..M.J.L.\$HL.L$@L.T$(.DZ..L.T$ | 
| 2fc00 |  28 4c 8b 4c 24 40 48 85 c0 4c 8b 5c 24 48 0f 84    0b 20 00 00 4c 8b 7c 24 38 48 8b 35 08 cf 07 00  | (L.L$@H..L.\$H......L.|$8H.5.... | 
| 2fc20 |  48 89 c7 4c 89 5c 24 50 4c 89 54 24 48 4c 89 fa    48 89 44 24 28 e8 c6 5a fd ff 4c 8b 44 24 28 4c  | H..L.\$PL.T$HL..H.D$(..Z..L.D$(L | 
| 2fc40 |  8b 4c 24 40 85 c0 4c 8b 54 24 48 4c 8b 5c 24 50    0f 88 64 1d 00 00 48 8b 35 cb c6 07 00 4c 89 c7  | .L$@..L.T$HL.\$P..d...H.5....L.. | 
| 2fc60 |  4c 89 fa 4c 89 5c 24 48 4c 89 54 24 40 4c 89 4c    24 38 e8 89 5a fd ff 4c 8b 44 24 28 4c 8b 4c 24  | L..L.\$HL.T$@L.L$8..Z..L.D$(L.L$ | 
| 2fc80 |  38 85 c0 4c 8b 54 24 40 4c 8b 5c 24 48 0f 88 76    1e 00 00 4c 89 c2 4c 89 d6 4c 89 df 4c 89 4c 24  | 8..L.T$@L.\$H..v...L..L..L..L.L$ | 
| 2fca0 |  48 4c 89 44 24 40 4c 89 54 24 38 4c 89 5c 24 28    e8 2b 39 fe ff 4c 8b 5c 24 28 4c 8b 54 24 38 48  | HL.D$@L.T$8L.\$(.+9..L.\$(L.T$8H | 
| 2fcc0 |  85 c0 4c 8b 44 24 40 4c 8b 4c 24 48 49 89 c7 0f    84 da 22 00 00 49 8b 03 85 c0 78 0d 48 83 e8 01  | ..L.D$@L.L$HI....."..I....x.H... | 
| 2fce0 |  49 89 03 0f 84 50 1f 00 00 49 8b 02 85 c0 78 0d    48 83 e8 01 49 89 02 0f 84 eb 1d 00 00 49 8b 00  | I....P...I....x.H...I........I.. | 
| 2fd00 |  85 c0 78 0d 48 83 e8 01 49 89 00 0f 84 62 20 00    00 49 39 df 0f 94 c0 4c 3b 3d 2a b2 07 00 0f 94  | ..x.H...I....b...I9....L;=*..... | 
| 2fd20 |  c2 08 c2 0f 85 b4 1a 00 00 4c 3b 3d 48 b2 07 00    0f 84 a7 1a 00 00 4c 89 ff 4c 89 4c 24 28 e8 9d  | .........L;=H.........L..L.L$(.. | 
| 2fd40 |  58 fd ff 4c 8b 4c 24 28 85 c0 0f 88 ba 23 00 00    85 c0 0f 84 32 20 00 00 48 8b 3d 81 cb 07 00 4c  | X..L.L$(.....#......2...H.=....L | 
| 2fd60 |  89 4c 24 28 e8 d7 2b ff ff 4c 8b 4c 24 28 48 85    c0 0f 84 88 1a 00 00 48 8b 35 2a c7 07 00 48 89  | .L$(..+..L.L$(H........H.5*...H. | 
| 2fd80 |  c7 4c 89 4c 24 30 48 89 44 24 28 e8 00 39 fe ff    4c 8b 44 24 28 4c 8b 4c 24 30 48 85 c0 49 89 c2  | .L.L$0H.D$(..9..L.D$(L.L$0H..I.. | 
| 2fda0 |  0f 84 3f 1a 00 00 49 8b 00 85 c0 78 0d 48 83 e8    01 49 89 00 0f 84 a3 17 00 00 48 8b 3d 1f cb 07  | ..?...I....x.H...I........H.=... | 
| 2fdc0 |  00 4c 89 54 24 30 4c 89 4c 24 28 e8 70 2b ff ff    4c 8b 4c 24 28 4c 8b 54 24 30 48 85 c0 49 89 c3  | .L.T$0L.L$(.p+..L.L$(L.T$0H..I.. | 
| 2fde0 |  0f 84 f4 1a 00 00 48 8b 35 0b ce 07 00 48 89 c7    4c 89 54 24 38 4c 89 4c 24 30 48 89 44 24 28 e8  | ......H.5....H..L.T$8L.L$0H.D$(. | 
| 2fe00 |  8c 38 fe ff 4c 8b 5c 24 28 4c 8b 4c 24 30 48 85    c0 4c 8b 54 24 38 48 89 c1 0f 84 a6 1a 00 00 49  | .8..L.\$(L.L$0H..L.T$8H........I | 
| 2fe20 |  8b 03 85 c0 78 0d 48 83 e8 01 49 89 03 0f 84 4b    17 00 00 48 8b 35 be b0 07 00 b8 08 00 00 00 ba  | ....x.H...I....K...H.5.......... | 
| 2fe40 |  01 00 00 00 31 db 48 39 71 08 0f 84 84 1b 00 00    66 48 0f 6e c3 48 89 cf 49 8d 74 05 00 4c 89 54  | ....1.H9q.......fH.n.H..I.t..L.T | 
| 2fe60 |  24 40 0f 16 44 24 10 4c 89 4c 24 38 48 89 4c 24    30 0f 29 84 24 90 00 00 00 e8 f2 58 fe ff 48 89  | $@..D$.L.L$8H.L$0.).$......X..H. | 
| 2fe80 |  df 48 89 44 24 28 e8 d5 38 fe ff 4c 8b 44 24 28    48 8b 4c 24 30 4c 8b 4c 24 38 4c 8b 54 24 40 4d  | .H.D$(..8..L.D$(H.L$0L.L$8L.T$@M | 
| 2fea0 |  85 c0 0f 84 72 1b 00 00 48 8b 01 85 c0 78 0d 48    83 e8 01 48 89 01 0f 84 ed 16 00 00 48 8b 35 d5  | ....r...H....x.H...H........H.5. | 
| 2fec0 |  d0 07 00 4c 89 c7 4c 89 54 24 38 4c 89 4c 24 30    4c 89 44 24 28 e8 76 c1 fe ff 4c 8b 44 24 28 4c  | ...L..L.T$8L.L$0L.D$(.v...L.D$(L | 
| 2fee0 |  8b 4c 24 30 48 85 c0 4c 8b 54 24 38 49 89 c3 0f    84 42 1b 00 00 49 8b 00 85 c0 78 0d 48 83 e8 01  | .L$0H..L.T$8I....B...I....x.H... | 
| 2ff00 |  49 89 00 0f 84 cb 16 00 00 48 8b 74 24 18 4c 89    df 4c 89 54 24 38 4c 89 4c 24 30 4c 89 5c 24 28  | I........H.t$.L..L.T$8L.L$0L.\$( | 
| 2ff20 |  e8 eb 52 fd ff 4c 8b 5c 24 28 4c 8b 4c 24 30 48    85 c0 4c 8b 54 24 38 49 89 c0 0f 84 0e 1b 00 00  | ..R..L.\$(L.L$0H..L.T$8I........ | 
| 2ff40 |  49 8b 03 85 c0 78 0d 48 83 e8 01 49 89 03 0f 84    df 17 00 00 48 8b 35 9d af 07 00 b8 08 00 00 00  | I....x.H...I........H.5......... | 
| 2ff60 |  ba 02 00 00 00 31 db 49 39 72 08 0f 84 1b 1f 00    00 66 48 0f 6e c3 4c 89 d7 49 8d 74 05 00 4c 89  | .....1.I9r.......fH.n.L..I.t..L. | 
| 2ff80 |  4c 24 40 0f 16 44 24 08 4c 89 84 24 a0 00 00 00    4c 89 44 24 38 4c 89 54 24 30 0f 29 84 24 90 00  | L$@..D$.L..$....L.D$8L.T$0.).$.. | 
| 2ffa0 |  00 00 e8 c9 57 fe ff 48 89 df 48 89 44 24 28 e8    ac 37 fe ff 4c 8b 44 24 38 4c 8b 5c 24 28 4c 8b  | ....W..H..H.D$(..7..L.D$8L.\$(L. | 
| 2ffc0 |  54 24 30 4c 8b 4c 24 40 49 8b 00 85 c0 78 0d 48    83 e8 01 49 89 00 0f 84 82 17 00 00 4d 85 db 0f  | T$0L.L$@I....x.H...I........M... | 
| 2ffe0 |  84 77 1d 00 00 49 8b 02 85 c0 78 0d 48 83 e8 01    49 89 02 0f 84 8b 17 00 00 48 8b 74 24 08 48 8b  | .w...I....x.H...I........H.t$.H. | 
| 30000 |  06 85 c0 78 0d 48 83 e8 01 48 89 06 0f 84 aa 17    00 00 4c 89 df 4c 89 f6 4c 89 4c 24 30 4c 89 5c  | ...x.H...H........L..L..L.L$0L.\ | 
| 30020 |  24 28 e8 19 51 fd ff 4c 8b 5c 24 28 4c 8b 4c 24    30 48 85 c0 48 89 44 24 08 0f 84 8f 1e 00 00 49  | $(..Q..L.\$(L.L$0H..H.D$.......I | 
| 30040 |  8b 03 85 c0 78 0d 48 83 e8 01 49 89 03 0f 84 52    17 00 00 48 89 ef 4c 89 4c 24 28 e8 60 50 fd ff  | ....x.H...I....R...H..L.L$(.`P.. | 
| 30060 |  4c 8b 4c 24 28 48 85 c0 48 89 c1 0f 84 42 1a 00    00 48 8b 7c 24 08 4c 89 4c 24 30 48 89 ca 48 89  | L.L$(H..H....B...H.|$.L.L$0H..H. | 
| 30080 |  4c 24 28 48 8b 35 0e cb 07 00 48 8b 47 08 48 8b    80 98 00 00 00 48 85 c0 0f 84 fc 19 00 00 ff d0  | L$(H.5....H.G.H......H.......... | 
| 300a0 |  48 8b 4c 24 28 4c 8b 4c 24 30 85 c0 0f 88 b9 19    00 00 48 8b 01 85 c0 78 0d 48 83 e8 01 48 89 01  | H.L$(L.L$0........H....x.H...H.. | 
| 300c0 |  0f 84 bd 19 00 00 48 8b 54 24 08 8b 02 89 44 24    28 83 c0 01 0f 84 ce 15 00 00 89 02 49 89 d5 4c  | ......H.T$....D$(...........I..L | 
| 300e0 |  89 4c 24 28 e9 ab e8 ff ff 0f 1f 80 00 00 00 00    31 ff e8 69 4f fd ff 48 89 44 24 20 48 85 c0 0f  | .L$(............1..iO..H.D$.H... | 
| 30100 |  85 84 e4 ff ff 48 c7 44 24 18 00 00 00 00 31 c9    45 31 db 31 ed 48 c7 04 24 00 00 00 00 45 31 ff  | .....H.D$.....1.E1.1.H..$....E1. | 
| 30120 |  41 bd 1c 5c 00 00 bb 67 10 00 00 48 c7 44 24 10    00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 00 e8  | A..\...g...H.D$.....H.D$........ | 
| 30140 |  ff ff 66 0f 1f 44 00 00 e8 b3 56 fd ff 4c 8b 0c    24 48 89 c5 e9 57 e2 ff ff 0f 1f 80 00 00 00 00  | ..f..D....V..L..$H...W.......... | 
| 30160 |  4c 89 6c 24 28 49 89 de 31 c9 45 31 db 48 c7 44    24 18 00 00 00 00 45 31 d2 45 31 c0 45 31 ff 48  | L.l$(I..1.E1.H.D$.....E1.E1.E1.H | 
| 30180 |  c7 44 24 10 00 00 00 00 41 bd ca 5b 00 00 bb 64    10 00 00 48 c7 04 24 00 00 00 00 48 c7 44 24 08  | .D$.....A..[...d...H..$....H.D$. | 
| 301a0 |  00 00 00 00 48 c7 44 24 20 00 00 00 00 e9 f5 ec    ff ff 66 0f 1f 44 00 00 48 89 7c 24 18 e8 1e 54  | ....H.D$..........f..D..H.|$...T | 
| 301c0 |  fd ff 48 8b 7c 24 18 e9 e9 eb ff ff 0f 1f 40 00    89 44 24 18 e8 f7 4f fd ff 8b 44 24 18 e9 e7 eb  | ..H.|$........@..D$...O...D$.... | 
| 301e0 |  ff ff 48 c7 44 24 18 00 00 00 00 31 c9 45 31 db    31 ed 48 c7 44 24 10 00 00 00 00 45 31 d2 45 31  | ..H.D$.....1.E1.1.H.D$.....E1.E1 | 
| 30200 |  ff 41 bd 9a 5c 00 00 48 c7 04 24 00 00 00 00 bb    6f 10 00 00 48 c7 44 24 08 00 00 00 00 e9 9e ec  | .A..\..H..$.....o...H.D$........ | 
| 30220 |  ff ff 66 0f 1f 44 00 00 0f b6 e8 e9 f9 f0 ff ff    4c 8b 7d 18 4d 85 ff 0f 84 a1 e1 ff ff 41 8b 07  | ..f..D..........L.}.M........A.. | 
| 30240 |  4c 8b 55 10 83 c0 01 74 03 41 89 07 41 8b 02 83    c0 01 74 03 41 89 02 48 8b 45 00 85 c0 78 0e 48  | L.U....t.A..A.....t.A..H.E...x.H | 
| 30260 |  83 e8 01 48 89 45 00 0f 84 f8 06 00 00 66 48 0f    6e db 66 49 0f 6e c7 4c 89 d7 ba 02 00 00 00 66  | ...H.E.......fH.n.fI.n.L.......f | 
| 30280 |  0f 6c c3 48 8d b4 24 90 00 00 00 4c 89 14 24 0f    29 84 24 90 00 00 00 e8 d4 54 fe ff 4c 8b 14 24  | .l.H..$....L..$.).$......T..L..$ | 
| 302a0 |  49 89 c6 49 8b 07 85 c0 0f 88 5f e1 ff ff 48 83    e8 01 49 89 07 0f 85 52 e1 ff ff 4c 89 ff 4c 89  | I..I......_...H...I....R...L..L. | 
| 302c0 |  14 24 e8 09 4f fd ff 4c 8b 14 24 e9 3d e1 ff ff    4c 89 6c 24 28 49 89 de 31 c9 45 31 db 48 c7 44  | .$..O..L..$.=...L.l$(I..1.E1.H.D | 
| 302e0 |  24 18 00 00 00 00 45 31 ff 31 ed 41 bd df 5b 00    00 48 c7 44 24 10 00 00 00 00 bb 64 10 00 00 48  | $.....E1.1.A..[..H.D$......d...H | 
| 30300 |  c7 04 24 00 00 00 00 48 c7 44 24 08 00 00 00 00    48 c7 44 24 20 00 00 00 00 e9 b7 eb ff ff 66 90  | ..$....H.D$.....H.D$..........f. | 
| 30320 |  e8 fb 51 fd ff 48 85 c0 0f 85 bb 0a 00 00 48 89    ef e8 ea 23 ff ff 48 89 c5 48 85 c0 0f 85 65 1c  | ..Q..H........H....#..H..H....e. | 
| 30340 |  00 00 4c 89 6c 24 28 31 c9 45 31 db 45 31 ff 48    c7 44 24 18 00 00 00 00 41 bd ed 5b 00 00 bb 65  | ..L.l$(1.E1.E1.H.D$.....A..[...e | 
| 30360 |  10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 04 24    00 00 00 00 48 c7 44 24 08 00 00 00 00 48 c7 44  | ...H.D$.....H..$....H.D$.....H.D | 
| 30380 |  24 20 00 00 00 00 e9 b7 e5 ff ff 0f 1f 44 00 00    4c 89 c7 e8 38 4e fd ff e9 b2 e2 ff ff 0f 1f 00  | $............D..L...8N.......... | 
| 303a0 |  4c 89 6c 24 28 31 c9 45 31 db 45 31 ff 48 c7 44    24 18 00 00 00 00 41 bd ef 5b 00 00 bb 65 10 00  | L.l$(1.E1.E1.H.D$.....A..[...e.. | 
| 303c0 |  00 48 c7 44 24 10 00 00 00 00 48 c7 04 24 00 00    00 00 48 c7 44 24 08 00 00 00 00 48 c7 44 24 20  | .H.D$.....H..$....H.D$.....H.D$. | 
| 303e0 |  00 00 00 00 e9 ec ea ff ff 0f 1f 80 00 00 00 00    e8 0b 54 fd ff 4c 8b 14 24 48 89 c5 e9 98 e0 ff  | ..................T..L..$H...... | 
| 30400 |  ff 0f 1f 80 00 00 00 00 4c 89 6c 24 28 31 c9 45    31 db 45 31 d2 48 c7 04 24 00 00 00 00 45 31 c0  | ........L.l$(1.E1.E1.H..$....E1. | 
| 30420 |  45 31 ff 31 ed 48 c7 44 24 18 00 00 00 00 41 bd    04 5c 00 00 bb 65 10 00 00 48 c7 44 24 10 00 00  | E1.1.H.D$.....A..\...e...H.D$... | 
| 30440 |  00 00 48 c7 44 24 08 00 00 00 00 48 c7 44 24 20    00 00 00 00 e9 4e ea ff ff 0f 1f 80 00 00 00 00  | ..H.D$.....H.D$......N.......... | 
| 30460 |  4c 8b 7d 18 4d 85 ff 0f 84 5a e0 ff ff 41 8b 07    4c 8b 4d 10 83 c0 01 74 03 41 89 07 41 8b 01 83  | L.}.M....Z...A..L.M....t.A..A... | 
| 30480 |  c0 01 74 03 41 89 01 48 8b 45 00 85 c0 78 0e 48    83 e8 01 48 89 45 00 0f 84 b9 06 00 00 66 49 0f  | ..t.A..H.E...x.H...H.E.......fI. | 
| 304a0 |  6e ed 66 49 0f 6e c7 4c 89 cf ba 02 00 00 00 66    0f 6c c5 48 8d b4 24 90 00 00 00 4c 89 0c 24 0f  | n.fI.n.L.......f.l.H..$....L..$. | 
| 304c0 |  29 84 24 90 00 00 00 e8 a4 52 fe ff 4c 8b 0c 24    48 89 44 24 28 49 8b 07 85 c0 0f 88 18 e0 ff ff  | ).$......R..L..$H.D$(I.......... | 
| 304e0 |  48 83 e8 01 49 89 07 0f 85 0b e0 ff ff 4c 89 ff    4c 89 0c 24 e8 d7 4c fd ff 4c 8b 0c 24 e9 f6 df  | H...I........L..L..$..L..L..$... | 
| 30500 |  ff ff 66 0f 1f 44 00 00 48 c7 44 24 18 00 00 00    00 31 c9 45 31 db 31 ed 48 c7 04 24 00 00 00 00  | ..f..D..H.D$.....1.E1.1.H..$.... | 
| 30520 |  45 31 ff 41 bd 6a 5c 00 00 bb 6d 10 00 00 48 c7    44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00  | E1.A.j\...m...H.D$.....H.D$..... | 
| 30540 |  e9 fd e3 ff ff 0f 1f 00 e8 b3 52 fd ff 49 89 c0    e9 57 e0 ff ff 0f 1f 00 e8 c3 4f fd ff 48 85 c0  | ..........R..I...W........O..H.. | 
| 30560 |  0f 84 5c dc ff ff be 4f 5b 00 00 e9 b7 e2 ff ff    41 bd 6c 5c 00 00 bb 6d 10 00 00 48 c7 44 24 18  | ..\....O[.......A.l\...m...H.D$. | 
| 30580 |  00 00 00 00 31 c9 45 31 db 31 ed 48 c7 44 24 10    00 00 00 00 45 31 d2 45 31 ff 48 c7 04 24 00 00  | ....1.E1.1.H.D$.....E1.E1.H..$.. | 
| 305a0 |  00 00 48 c7 44 24 08 00 00 00 00 e9 10 e9 ff ff    4c 89 c7 4c 89 14 24 e8 14 4c fd ff 4c 8b 14 24  | ..H.D$..........L..L..$..L..L..$ | 
| 305c0 |  e9 6d ec ff ff 0f 1f 00 48 8b 35 99 c9 07 00 48    8b 3d 72 ca 07 00 31 d2 e8 03 30 fe ff 48 89 c5  | .m......H.5....H.=r...1...0..H.. | 
| 305e0 |  48 85 c0 0f 84 da 0a 00 00 48 89 c7 e8 df 42 fe    ff 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45  | H........H....B..H.E...x.H...H.E | 
| 30600 |  00 0f 84 bf 06 00 00 41 bd 7c 5c 00 00 bb 6e 10    00 00 e9 8c e0 ff ff 66 0f 1f 84 00 00 00 00 00  | .......A.|\...n........f........ | 
| 30620 |  0f b6 e8 e9 8c eb ff ff 0f 1f 84 00 00 00 00 00    48 c7 44 24 18 00 00 00 00 31 c9 45 31 db 31 ed  | ................H.D$.....1.E1.1. | 
| 30640 |  48 c7 04 24 00 00 00 00 45 31 ff 41 bd 8e 5c 00    00 bb 6f 10 00 00 48 c7 44 24 10 00 00 00 00 48  | H..$....E1.A..\...o...H.D$.....H | 
| 30660 |  c7 44 24 08 00 00 00 00 e9 d5 e2 ff ff 0f 1f 00    e8 8b 51 fd ff 49 89 c0 e9 98 df ff ff 0f 1f 00  | .D$...............Q..I.......... | 
| 30680 |  4c 89 c7 4c 89 0c 24 e8 44 4b fd ff 4c 8b 54 24    10 4c 8b 0c 24 e9 fa eb ff ff 66 0f 1f 44 00 00  | L..L..$.DK..L.T$.L..$.....f..D.. | 
| 306a0 |  e8 7b 4e fd ff 48 85 c0 0f 84 eb da ff ff be 48    5b 00 00 e9 6f e1 ff ff 0f 1f 84 00 00 00 00 00  | .{N..H.........H[...o........... | 
| 306c0 |  41 bd 90 5c 00 00 bb 6f 10 00 00 e9 ab fe ff ff    e8 4b 4e fd ff 48 85 c0 0f 85 cb 0a 00 00 48 83  | A..\...o.........KN..H........H. | 
| 306e0 |  ec 08 48 8b 05 4f a8 07 00 48 8d 0d 3f ad 02 00    48 8d 35 09 8f 02 00 6a 01 4c 8d 0d b0 b1 02 00  | ..H..O...H..?...H.5....j.L...... | 
| 30700 |  41 b8 02 00 00 00 48 8d 15 09 b2 02 00 48 8b 38    31 c0 e8 79 50 fd ff 59 5e be 41 5b 00 00 e9 04  | A.....H......H.81..yP..Y^.A[.... | 
| 30720 |  e1 ff ff 0f 1f 44 00 00 4c 89 d7 4c 89 44 24 10    4c 89 0c 24 e8 97 4a fd ff 4c 8b 44 24 10 4c 8b  | .....D..L..L.D$.L..$..J..L.D$.L. | 
| 30740 |  0c 24 e9 8f eb ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 cf 4c 89 04 24 e8 74 4a fd ff 4c 8b 04 24  | .$.....f........L..L..$.tJ..L..$ | 
| 30760 |  e9 85 eb ff ff 4c 89 6c 24 28 49 89 de 31 c9 45    31 db 48 c7 04 24 00 00 00 00 45 31 d2 45 31 ff  | .....L.l$(I..1.E1.H..$....E1.E1. | 
| 30780 |  31 ed 48 c7 44 24 18 00 00 00 00 45 31 e4 41 bd    b7 5b 00 00 bb 61 10 00 00 48 c7 44 24 10 00 00  | 1.H.D$.....E1.A..[...a...H.D$... | 
| 307a0 |  00 00 48 c7 44 24 08 00 00 00 00 48 c7 44 24 20    00 00 00 00 e9 ee e6 ff ff 4c 89 c7 e8 0f 4a fd  | ..H.D$.....H.D$..........L....J. | 
| 307c0 |  ff e9 77 eb ff ff 4c 8d 4e 28 48 83 c6 38 41 83    e0 40 49 0f 45 f1 e9 ec e4 ff ff 49 8d 7c 24 38  | ..w...L.N(H..8A..@I.E......I.|$8 | 
| 307e0 |  41 83 e1 40 48 0f 45 7c 24 10 e9 ca e4 ff ff e8    0c 50 fd ff 49 89 c0 e9 f7 e9 ff ff 48 c7 44 24  | A..@H.E|$........P..I.......H.D$ | 
| 30800 |  18 00 00 00 00 31 c9 45 31 db 31 ed 48 c7 04 24    00 00 00 00 45 31 ff 41 bd c8 5c 00 00 bb 71 10  | .....1.E1.1.H..$....E1.A..\...q. | 
| 30820 |  00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08    00 00 00 00 e9 09 e1 ff ff 49 c7 00 00 00 00 00  | ..H.D$.....H.D$..........I...... | 
| 30840 |  4c 89 c5 4c 89 c7 e8 85 49 fd ff e9 6e eb ff ff    48 8b 05 e1 a6 07 00 48 8b 52 18 bb 78 10 00 00  | L..L....I...n...H......H.R..x... | 
| 30860 |  48 8d 35 c1 8c 02 00 41 bd f6 5c 00 00 48 8b 38    31 c0 e8 19 4f fd ff e9 27 de ff ff 48 c7 44 24  | H.5....A..\..H.81...O...'...H.D$ | 
| 30880 |  18 00 00 00 00 31 c9 45 31 db 31 ed 48 c7 04 24    00 00 00 00 45 31 ff 41 bd ca 5c 00 00 bb 71 10  | .....1.E1.1.H..$....E1.A..\...q. | 
| 308a0 |  00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08    00 00 00 00 e9 07 e6 ff ff 4c 89 c7 4c 89 0c 24  | ..H.D$.....H.D$..........L..L..$ | 
| 308c0 |  e8 0b 49 fd ff 4c 8b 0c 24 e9 e2 e7 ff ff 4c 89    c7 4c 89 04 24 e8 56 4e fd ff 4c 8b 04 24 48 85  | ..I..L..$.....L..L..$.VN..L..$H. | 
| 308e0 |  c0 48 89 c5 0f 85 c0 ea ff ff 48 c7 04 24 00 00    00 00 31 c9 45 31 db 45 31 d2 45 31 ff 41 bd f8  | .H........H..$....1.E1.E1.E1.A.. | 
| 30900 |  5c 00 00 bb 78 10 00 00 48 c7 44 24 18 00 00 00    00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00  | \...x...H.D$.....H.D$.....H.D$.. | 
| 30920 |  00 00 00 e9 98 e5 ff ff 48 c7 44 24 18 00 00 00    00 31 c9 45 31 db 31 ed 48 c7 04 24 00 00 00 00  | ........H.D$.....1.E1.1.H..$.... | 
| 30940 |  45 31 ff 41 bd cd 5c 00 00 bb 71 10 00 00 48 c7    44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00  | E1.A..\...q...H.D$.....H.D$..... | 
| 30960 |  e9 70 e5 ff ff 48 89 ef 4c 89 14 24 e8 5f 48 fd    ff 4c 8b 14 24 e9 f3 f8 ff ff 4c 89 cf 4c 89 04  | .p...H..L..$._H..L..$.....L..L.. | 
| 30980 |  24 e8 4a 48 fd ff 4c 8b 04 24 e9 7d ea ff ff 44    0f b6 07 44 0f b6 0e e9 49 e3 ff ff e8 7f 4b fd  | $.JH..L..$.}...D...D....I.....K. | 
| 309a0 |  ff 48 8d 0d 87 aa 02 00 41 b8 02 00 00 00 48 85    c0 0f 84 3e de ff ff be 37 5b 00 00 e9 66 de ff  | .H......A.....H....>....7[...f.. | 
| 309c0 |  ff 48 c7 44 24 18 00 00 00 00 31 c9 45 31 db 31    ed 48 c7 04 24 00 00 00 00 45 31 ff 41 bd cf 5c  | .H.D$.....1.E1.1.H..$....E1.A..\ | 
| 309e0 |  00 00 bb 71 10 00 00 48 c7 44 24 10 00 00 00 00    48 c7 44 24 08 00 00 00 00 e9 c2 e4 ff ff 4c 89  | ...q...H.D$.....H.D$..........L. | 
| 30a00 |  c7 4c 89 54 24 10 4c 89 0c 24 e8 c1 47 fd ff 4c    8b 54 24 10 4c 8b 0c 24 e9 fb e6 ff ff 4c 89 c7  | .L.T$.L..$..G..L.T$.L..$.....L.. | 
| 30a20 |  e8 ab 47 fd ff e9 31 ea ff ff 48 c7 44 24 18 00    00 00 00 31 c9 45 31 db 31 ed 48 c7 04 24 00 00  | ..G...1...H.D$.....1.E1.1.H..$.. | 
| 30a40 |  00 00 45 31 ff 41 bd d2 5c 00 00 bb 71 10 00 00    48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00  | ..E1.A..\...q...H.D$.....H.D$... | 
| 30a60 |  00 00 e9 40 e4 ff ff 48 c7 04 24 00 00 00 00 31    c9 45 31 db 45 31 ff 48 c7 44 24 18 00 00 00 00  | ...@...H..$....1.E1.E1.H.D$..... | 
| 30a80 |  41 bd 44 5c 00 00 bb 69 10 00 00 48 c7 44 24 10    00 00 00 00 48 c7 44 24 08 00 00 00 00 48 c7 44  | A.D\...i...H.D$.....H.D$.....H.D | 
| 30aa0 |  24 20 00 00 00 00 e9 97 de ff ff 4c 89 cf 4c 89    44 24 10 4c 89 14 24 e8 14 47 fd ff 4c 8b 44 24  | $..........L..L.D$.L..$..G..L.D$ | 
| 30ac0 |  10 4c 8b 14 24 e9 90 e6 ff ff 4c 89 d7 4c 89 04    24 e8 fa 46 fd ff 4c 8b 04 24 e9 8f e6 ff ff 4c  | .L..$.....L..L..$..F..L..$.....L | 
| 30ae0 |  89 c6 48 89 ef 4c 89 04 24 e8 62 49 fd ff 4c 8b    04 24 83 f8 ff 0f 85 4c e9 ff ff 48 c7 04 24 00  | ..H..L..$.bI..L..$.....L...H..$. | 
| 30b00 |  00 00 00 31 c9 45 31 db 45 31 d2 41 bd 0a 5d 00    00 bb 79 10 00 00 45 31 ff 48 c7 44 24 18 00 00  | ...1.E1.E1.A..]...y...E1.H.D$... | 
| 30b20 |  00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08    00 00 00 00 e9 87 e3 ff ff 44 0f b7 07 44 0f b7  | ..H.D$.....H.D$..........D...D.. | 
| 30b40 |  0e e9 9f e1 ff ff 41 bd d5 5c 00 00 bb 71 10 00    00 e9 25 fa ff ff 48 89 ef 4c 89 0c 24 e8 6e 46  | ......A..\...q....%...H..L..$.nF | 
| 30b60 |  fd ff 4c 8b 0c 24 e9 32 f9 ff ff 4c 89 c7 e8 5d    46 fd ff e9 50 e6 ff ff 4c 89 d7 4c 89 0c 24 e8  | ..L..$.2...L...]F...P...L..L..$. | 
| 30b80 |  4c 46 fd ff 4c 8b 0c 24 e9 a6 e9 ff ff 48 8d b4    24 90 00 00 00 ba 02 00 00 00 e9 3f e9 ff ff 48  | LF..L..$.....H..$..........?...H | 
| 30ba0 |  8b 35 d2 c3 07 00 48 8b 3d 9b c4 07 00 31 d2 e8    2c 2a fe ff 48 89 c5 48 85 c0 0f 84 3f 0a 00 00  | .5....H.=....1..,*..H..H....?... | 
| 30bc0 |  48 89 c7 e8 08 3d fe ff 48 8b 45 00 85 c0 78 0e    48 83 e8 01 48 89 45 00 0f 84 2b 06 00 00 41 bd  | H....=..H.E...x.H...H.E...+...A. | 
| 30be0 |  e4 5c 00 00 bb 72 10 00 00 e9 b5 da ff ff 48 8b    7c 24 08 48 89 74 24 18 48 89 54 24 10 4c 89 14  | .\...r........H.|$.H.t$.H.T$.L.. | 
| 30c00 |  24 e8 ca 45 fd ff 4c 8b 14 24 48 8b 54 24 10 48    8b 74 24 18 e9 c5 e8 ff ff 4c 89 cf 4c 89 14 24  | $..E..L..$H.T$.H.t$......L..L..$ | 
| 30c20 |  e8 ab 45 fd ff 4c 8b 14 24 e9 3c e9 ff ff 48 c7    44 24 18 00 00 00 00 31 c9 45 31 db 31 ed 48 c7  | ..E..L..$.<...H.D$.....1.E1.1.H. | 
| 30c40 |  44 24 10 00 00 00 00 45 31 ff 48 c7 04 24 00 00    00 00 48 c7 44 24 08 00 00 00 00 e9 dd e3 ff ff  | D$.....E1.H..$....H.D$.......... | 
| 30c60 |  48 c7 44 24 18 00 00 00 00 31 c9 45 31 db 31 ed    48 c7 04 24 00 00 00 00 45 31 ff 41 bd 98 5c 00  | H.D$.....1.E1.1.H..$....E1.A..\. | 
| 30c80 |  00 bb 6f 10 00 00 48 c7 44 24 10 00 00 00 00 48    c7 44 24 08 00 00 00 00 e9 a5 dc ff ff 4c 89 cf  | ..o...H.D$.....H.D$..........L.. | 
| 30ca0 |  4c 89 54 24 08 e8 26 45 fd ff 4c 8b 54 24 08 e9    19 e9 ff ff 48 89 f7 e8 14 45 fd ff 4c 8b 44 24  | L.T$..&E..L.T$......H....E..L.D$ | 
| 30cc0 |  10 e9 c0 e9 ff ff 48 89 ef 41 bd 7c 5c 00 00 bb    6e 10 00 00 e8 f7 44 fd ff e9 c5 d9 ff ff 48 c7  | ......H..A.|\...n.....D.......H. | 
| 30ce0 |  04 24 00 00 00 00 31 c9 45 31 db 45 31 ff 48 c7    44 24 18 00 00 00 00 41 bd 05 5d 00 00 bb 79 10  | .$....1.E1.E1.H.D$.....A..]...y. | 
| 30d00 |  00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08    00 00 00 00 e9 29 dc ff ff 4c 89 c7 e8 af 44 fd  | ..H.D$.....H.D$......)...L....D. | 
| 30d20 |  ff e9 80 e9 ff ff 48 c7 04 24 00 00 00 00 31 c9    45 31 db 45 31 d2 45 31 ff 41 bd 07 5d 00 00 bb  | ......H..$....1.E1.E1.E1.A..]... | 
| 30d40 |  79 10 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44    24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9  | y...H.D$.....H.D$.....H.D$...... | 
| 30d60 |  43 e1 ff ff 48 8d b4 24 90 00 00 00 ba 03 00 00    00 e9 b6 e8 ff ff 48 c7 44 24 18 00 00 00 00 31  | C...H..$..............H.D$.....1 | 
| 30d80 |  c9 45 31 db 31 ed 48 c7 44 24 10 00 00 00 00 45    31 d2 45 31 ff 41 bd 9d 5c 00 00 48 c7 04 24 00  | .E1.1.H.D$.....E1.E1.A..\..H..$. | 
| 30da0 |  00 00 00 bb 6f 10 00 00 48 c7 44 24 08 00 00 00    00 e9 f1 e0 ff ff 45 31 ff e9 9a ef ff ff 4c 89  | ....o...H.D$..........E1......L. | 
| 30dc0 |  d7 4c 89 44 24 18 48 89 74 24 10 48 89 54 24 08    e8 fb 43 fd ff 48 8b 54 24 08 48 8b 74 24 10 4c  | .L.D$.H.t$.H.T$...C..H.T$.H.t$.L | 
| 30de0 |  8b 44 24 18 e9 43 e8 ff ff 4c 89 6c 24 28 31 c9    45 31 db 45 31 ff 48 c7 44 24 18 00 00 00 00 31  | .D$..C...L.l$(1.E1.E1.H.D$.....1 | 
| 30e00 |  ed 41 bd ed 5b 00 00 bb 65 10 00 00 48 c7 44 24    10 00 00 00 00 48 c7 04 24 00 00 00 00 48 c7 44  | .A..[...e...H.D$.....H..$....H.D | 
| 30e20 |  24 08 00 00 00 00 48 c7 44 24 20 00 00 00 00 e9    0e db ff ff 48 c7 44 24 18 00 00 00 00 31 c9 45  | $.....H.D$..........H.D$.....1.E | 
| 30e40 |  31 db 31 ed 48 c7 04 24 00 00 00 00 45 31 ff 41    bd 9f 5c 00 00 bb 6f 10 00 00 48 c7 44 24 10 00  | 1.1.H..$....E1.A..\...o...H.D$.. | 
| 30e60 |  00 00 00 48 c7 44 24 08 00 00 00 00 e9 36 e0 ff    ff 48 c7 04 24 00 00 00 00 31 c9 45 31 db 45 31  | ...H.D$......6...H..$....1.E1.E1 | 
| 30e80 |  ff 48 c7 44 24 18 00 00 00 00 41 bd 14 5d 00 00    bb 7a 10 00 00 48 c7 44 24 10 00 00 00 00 e9 9f  | .H.D$.....A..]...z...H.D$....... | 
| 30ea0 |  da ff ff 48 c7 44 24 18 00 00 00 00 31 c9 45 31    db 31 ed 48 c7 04 24 00 00 00 00 45 31 ff 41 bd  | ...H.D$.....1.E1.1.H..$....E1.A. | 
| 30ec0 |  a2 5c 00 00 bb 6f 10 00 00 48 c7 44 24 10 00 00    00 00 48 c7 44 24 08 00 00 00 00 e9 c7 df ff ff  | .\...o...H.D$.....H.D$.......... | 
| 30ee0 |  49 89 c2 48 8d b4 24 98 00 00 00 ba 01 00 00 00    45 31 ed e9 e6 e5 ff ff 41 bd a5 5c 00 00 bb 6f  | I..H..$.........E1......A..\...o | 
| 30f00 |  10 00 00 e9 73 f6 ff ff 48 c7 04 24 00 00 00 00    31 c9 45 31 db 45 31 ff 48 c7 44 24 18 00 00 00  | ....s...H..$....1.E1.E1.H.D$.... | 
| 30f20 |  00 41 bd 28 5d 00 00 bb 7a 10 00 00 48 c7 44 24    10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 92  | .A.(]...z...H.D$.....H.D$....... | 
| 30f40 |  df ff ff 4c 89 df 4c 89 54 24 10 e8 80 42 fd ff    4c 8b 54 24 10 e9 ca e7 ff ff 48 89 f7 e8 6e 42  | ...L..L.T$...B..L.T$......H...nB | 
| 30f60 |  fd ff 4c 8b 4c 24 10 e9 64 e8 ff ff 48 89 ef e8    5c 42 fd ff e9 1f d7 ff ff 48 89 d7 4c 89 0c 24  | ..L.L$..d...H...\B.......H..L..$ | 
| 30f80 |  e8 4b 42 fd ff 4c 8b 0c 24 e9 7a e8 ff ff 4c 89    ef 4c 89 0c 24 e8 36 42 fd ff 4c 8b 0c 24 e9 4c  | .KB..L..$.z...L..L..$.6B..L..$.L | 
| 30fa0 |  e8 ff ff 49 89 c2 48 8d b4 24 98 00 00 00 ba 01    00 00 00 e9 26 e5 ff ff 48 c7 04 24 00 00 00 00  | ...I..H..$..........&...H..$.... | 
| 30fc0 |  31 c9 45 31 db 45 31 c0 45 31 ff 41 bd 2c 5d 00    00 bb 7a 10 00 00 48 c7 44 24 18 00 00 00 00 48  | 1.E1.E1.E1.A.,]...z...H.D$.....H | 
| 30fe0 |  c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00    00 e9 b1 de ff ff 48 8d b4 24 90 00 00 00 ba 02  | .D$.....H.D$..........H..$...... | 
| 31000 |  00 00 00 e9 7b e7 ff ff 4c 89 d7 4c 89 44 24 40    48 89 74 24 18 48 89 54 24 10 e8 b1 41 fd ff 48  | ....{...L..L.D$@H.t$.H.T$...A..H | 
| 31020 |  8b 54 24 10 48 8b 74 24 18 4c 8b 44 24 40 e9 50    e7 ff ff 4c 89 d7 4c 89 44 24 10 4c 89 0c 24 e8  | .T$.H.t$.L.D$@.P...L..L.D$.L..$. | 
| 31040 |  8c 41 fd ff 4c 8b 44 24 10 4c 8b 0c 24 e9 5b e8    ff ff 48 c7 04 24 00 00 00 00 31 c9 45 31 db 45  | .A..L.D$.L..$.[...H..$....1.E1.E | 
| 31060 |  31 ff 48 c7 44 24 18 00 00 00 00 41 bd 2f 5d 00    00 bb 7a 10 00 00 48 c7 44 24 10 00 00 00 00 48  | 1.H.D$.....A./]...z...H.D$.....H | 
| 31080 |  c7 44 24 08 00 00 00 00 e9 48 de ff ff 31 c9 45    31 db 45 31 c0 45 31 ff 48 c7 44 24 18 00 00 00  | .D$......H...1.E1.E1.E1.H.D$.... | 
| 310a0 |  00 41 bd 31 5d 00 00 bb 7a 10 00 00 48 c7 44 24    10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 e4  | .A.1]...z...H.D$.....H.D$....... | 
| 310c0 |  dd ff ff 48 c7 04 24 00 00 00 00 31 c9 45 31 db    45 31 ff 48 c7 44 24 18 00 00 00 00 41 bd 78 5c  | ...H..$....1.E1.E1.H.D$.....A.x\ | 
| 310e0 |  00 00 bb 6e 10 00 00 48 c7 44 24 10 00 00 00 00    48 c7 44 24 08 00 00 00 00 e9 44 d8 ff ff 4c 89  | ...n...H.D$.....H.D$......D...L. | 
| 31100 |  c7 4c 89 4c 24 28 e8 c5 40 fd ff 4c 8b 4c 24 28    e9 1a e8 ff ff 48 c7 04 24 00 00 00 00 31 c9 45  | .L.L$(..@..L.L$(.....H..$....1.E | 
| 31120 |  31 db 4d 89 c2 45 31 ff 41 bd 47 5d 00 00 bb 7a    10 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24  | 1.M..E1.A.G]...z...H.D$.....H.D$ | 
| 31140 |  10 00 00 00 00 e9 8b dd ff ff 4d 89 d0 48 8d b4    24 98 00 00 00 ba 02 00 00 00 45 31 ed e9 ca e4  | ..........M..H..$.........E1.... | 
| 31160 |  ff ff 4d 89 d0 48 8d b4 24 98 00 00 00 ba 02 00    00 00 e9 b5 e4 ff ff 48 c7 04 24 00 00 00 00 31  | ..M..H..$..............H..$....1 | 
| 31180 |  c9 45 31 db 45 31 ff 48 c7 44 24 18 00 00 00 00    41 bd 55 5d 00 00 bb 8b 10 00 00 48 c7 44 24 10  | .E1.E1.H.D$.....A.U].......H.D$. | 
| 311a0 |  00 00 00 00 e9 99 d7 ff ff be 3f 5b 00 00 e9 74    d6 ff ff 31 c9 45 31 ff 41 bd 57 5d 00 00 bb 8b  | ..........?[...t...1.E1.A.W].... | 
| 311c0 |  10 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24    10 00 00 00 00 48 c7 04 24 00 00 00 00 e9 f3 dc  | ...H.D$.....H.D$.....H..$....... | 
| 311e0 |  ff ff 31 c9 45 31 ff 41 bd 59 5d 00 00 bb 8b 10    00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10  | ..1.E1.A.Y].......H.D$.....H.D$. | 
| 31200 |  00 00 00 00 e9 cc dc ff ff 48 89 ef 41 bd e4 5c    00 00 bb 72 10 00 00 e8 b4 3f fd ff e9 82 d4 ff  | .........H..A..\...r.....?...... | 
| 31220 |  ff 4d 89 d5 48 8d b4 24 98 00 00 00 ba 01 00 00    00 45 31 c0 e9 4a e5 ff ff 4d 89 ea 48 c7 04 24  | .M..H..$.........E1..J...M..H..$ | 
| 31240 |  00 00 00 00 31 c9 45 31 db 45 31 ff 41 bd 6f 5d    00 00 bb 8b 10 00 00 48 c7 44 24 18 00 00 00 00  | ....1.E1.E1.A.o].......H.D$..... | 
| 31260 |  48 c7 44 24 10 00 00 00 00 e9 67 dc ff ff 48 c7    44 24 18 00 00 00 00 31 c9 45 31 db 31 ed 48 c7  | H.D$......g...H.D$.....1.E1.1.H. | 
| 31280 |  04 24 00 00 00 00 45 31 ff 41 bd f6 5c 00 00 bb    78 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44  | .$....E1.A..\...x...H.D$.....H.D | 
| 312a0 |  24 08 00 00 00 00 e9 97 d6 ff ff 4d 89 d5 48 8d    b4 24 98 00 00 00 ba 01 00 00 00 e9 c3 e4 ff ff  | $..........M..H..$.............. | 
| 312c0 |  48 c7 04 24 00 00 00 00 31 c9 45 31 db 45 31 ff    4c 89 4c 24 28 41 bd 90 5d 00 00 bb 8c 10 00 00  | H..$....1.E1.E1.L.L$(A..]....... | 
| 312e0 |  48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00    00 00 e9 de db ff ff 4d 8b 5c 24 18 4d 85 db 0f  | H.D$.....H.D$..........M.\$.M... | 
| 31300 |  84 06 0a 00 00 41 8b 03 4d 8b 54 24 10 83 c0 01    74 03 41 89 03 41 8b 02 83 c0 01 74 03 41 89 02  | .....A..M.T$....t.A..A.....t.A.. | 
| 31320 |  49 8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24    0f 84 0e 05 00 00 31 c0 ba 02 00 00 00 e9 f5 e4  | I..$..x.H...I..$......1......... | 
| 31340 |  ff ff 48 83 fa 03 0f 8f df 05 00 00 48 85 d2 0f    88 9c 05 00 00 48 83 fa 01 48 8d 05 50 a5 02 00  | ..H.........H........H...H..P... | 
| 31360 |  4c 89 0c 24 48 8d 0d c3 a0 02 00 48 0f 45 c8 48    8b 05 b2 9b 07 00 48 8d 35 93 86 02 00 4c 89 44  | L..$H......H.E.H......H.5....L.D | 
| 31380 |  24 30 48 8b 38 31 c0 e8 04 44 fd ff 4c 8b 0c 24    4c 8b 44 24 30 bb 8c 10 00 00 31 c9 41 bd 9a 5d  | $0H.81...D..L..$L.D$0.....1.A..] | 
| 313a0 |  00 00 45 31 db 45 31 d2 45 31 ff 4c 89 4c 24 28    48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00  | ..E1.E1.E1.L.L$(H.D$.....H.D$... | 
| 313c0 |  00 00 48 c7 04 24 00 00 00 00 e9 f1 da ff ff 48    3b 05 22 9c 07 00 0f 84 7f 02 00 00 4c 89 c7 4c  | ..H..$.........H;.".........L..L | 
| 313e0 |  89 4c 24 10 4c 89 04 24 e8 d3 42 fd ff 4c 8b 04    24 4c 8b 4c 24 10 48 85 c0 48 89 c1 0f 84 a0 0d  | .L$.L..$..B..L..$L.L$.H..H...... | 
| 31400 |  00 00 49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00    0f 84 27 09 00 00 48 8b 41 08 4c 89 4c 24 18 48  | ..I....x.H...I....'...H.A.L.L$.H | 
| 31420 |  89 cf 48 89 4c 24 10 48 8b 80 e0 00 00 00 48 89    04 24 ff d0 48 8b 4c 24 10 4c 8b 4c 24 18 48 85  | ..H.L$.H......H..$..H.L$.L.L$.H. | 
| 31440 |  c0 49 89 c2 0f 84 d9 06 00 00 48 89 44 24 40 48    89 cf 48 8b 04 24 4c 89 4c 24 28 48 89 4c 24 18  | .I........H.D$@H..H..$L.L$(H.L$. | 
| 31460 |  ff d0 48 8b 4c 24 18 4c 8b 4c 24 28 48 85 c0 48    89 44 24 10 4c 8b 54 24 40 0f 84 b0 06 00 00 4c  | ..H.L$.L.L$(H..H.D$.L.T$@......L | 
| 31480 |  89 54 24 48 48 89 cf 4c 8b 3c 24 4c 89 4c 24 40    48 89 4c 24 28 41 ff d7 48 8b 4c 24 28 4c 8b 4c  | .T$HH..L.<$L.L$@H.L$(A..H.L$(L.L | 
| 314a0 |  24 40 48 85 c0 48 89 44 24 18 4c 8b 54 24 48 0f    84 e2 0c 00 00 48 89 cf 4c 89 54 24 40 4c 89 4c  | $@H..H.D$.L.T$H......H..L.T$@L.L | 
| 314c0 |  24 28 48 89 0c 24 41 ff d7 48 8b 0c 24 4c 8b 4c    24 28 4c 8b 54 24 40 48 85 c0 48 89 c7 48 89 4c  | $(H..$A..H..$L.L$(L.T$@H..H..H.L | 
| 314e0 |  24 40 4c 89 54 24 28 4c 89 0c 24 0f 85 89 0c 00    00 e8 fa 3c fe ff 48 8b 4c 24 40 4c 8b 54 24 28  | $@L.T$(L..$........<..H.L$@L.T$( | 
| 31500 |  4c 8b 0c 24 85 c0 0f 88 d4 06 00 00 48 8b 01 85    c0 0f 88 cb 0c 00 00 48 83 e8 01 4c 89 14 24 48  | L..$........H..........H...L..$H | 
| 31520 |  89 01 0f 85 07 e4 ff ff 48 89 cf 4c 89 4c 24 28    e8 9b 3c fd ff 4c 8b 4c 24 28 e9 f0 e3 ff ff 90  | ........H..L.L$(..<..L.L$(...... | 
| 31540 |  4c 89 4c 24 28 41 bd d7 5d 00 00 31 c9 45 31 db    bb 8e 10 00 00 45 31 ff e9 e5 d3 ff ff 4c 89 c7  | L.L$(A..]..1.E1......E1......L.. | 
| 31560 |  4c 89 54 24 30 4c 89 4c 24 28 e8 61 3c fd ff 4c    8b 54 24 30 4c 8b 4c 24 28 e9 3c e8 ff ff 4c 89  | L.T$0L.L$(.a<..L.T$0L.L$(.<...L. | 
| 31580 |  df 48 89 4c 24 38 4c 89 54 24 30 4c 89 4c 24 28    e8 3b 3c fd ff 48 8b 4c 24 38 4c 8b 54 24 30 4c  | .H.L$8L.T$0L.L$(.;<..H.L$8L.T$0L | 
| 315a0 |  8b 4c 24 28 e9 8a e8 ff ff 48 89 cf 4c 89 44 24    38 4c 89 54 24 30 4c 89 4c 24 28 e8 10 3c fd ff  | .L$(.....H..L.D$8L.T$0L.L$(..<.. | 
| 315c0 |  4c 8b 44 24 38 4c 8b 54 24 30 4c 8b 4c 24 28 e9    e8 e8 ff ff 4c 89 c7 4c 89 5c 24 38 4c 89 54 24  | L.D$8L.T$0L.L$(.....L..L.\$8L.T$ | 
| 315e0 |  30 4c 89 4c 24 28 e8 e5 3b fd ff 4c 8b 5c 24 38    4c 8b 54 24 30 4c 8b 4c 24 28 e9 0a e9 ff ff 48  | 0L.L$(..;..L.\$8L.T$0L.L$(.....H | 
| 31600 |  c7 04 24 00 00 00 00 31 c9 45 31 db 45 31 ff 48    c7 44 24 18 00 00 00 00 41 bd e0 5c 00 00 bb 72  | ..$....1.E1.E1.H.D$.....A..\...r | 
| 31620 |  10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24    08 00 00 00 00 e9 08 d3 ff ff 4c 89 c7 4c 89 5c  | ...H.D$.....H.D$..........L..L.\ | 
| 31640 |  24 40 4c 89 4c 24 28 e8 84 3b fd ff 4c 8b 5c 24    40 4c 8b 4c 24 28 e9 b1 e3 ff ff 49 8b 50 10 48  | $@L.L$(..;..L.\$@L.L$(.....I.P.H | 
| 31660 |  83 fa 03 0f 85 d9 fc ff ff 49 8b 40 18 48 8b 30    48 89 34 24 48 8b 70 08 48 8b 40 10 48 89 74 24  | .........I.@.H.0H.4$H.p.H.@.H.t$ | 
| 31680 |  10 48 89 44 24 18 e9 5b e2 ff ff 4c 89 4c 24 28    41 bd e1 5d 00 00 31 c9 45 31 db bb 8f 10 00 00  | .H.D$..[...L.L$(A..]..1.E1...... | 
| 316a0 |  45 31 ff e9 9a d2 ff ff 4c 89 4c 24 28 4c 8b 6c    24 08 e9 dd d2 ff ff 4c 89 ff 4c 89 5c 24 48 4c  | E1......L.L$(L.l$......L..L.\$HL | 
| 316c0 |  89 54 24 40 e8 07 3b fd ff 4c 8b 5c 24 48 4c 8b    54 24 40 4c 8b 4c 24 28 e9 94 e3 ff ff 4c 89 ff  | .T$@..;..L.\$HL.T$@L.L$(.....L.. | 
| 316e0 |  48 89 4c 24 50 e8 e6 3a fd ff 48 8b 4c 24 50 4c    8b 5c 24 48 4c 8b 54 24 40 4c 8b 4c 24 28 e9 e5  | H.L$P..:..H.L$PL.\$HL.T$@L.L$(.. | 
| 31700 |  e3 ff ff 48 89 cf 4c 89 44 24 50 4c 89 5c 24 48    4c 89 4c 24 28 e8 b6 3a fd ff 4c 8b 44 24 50 4c  | ...H..L.D$PL.\$HL.L$(..:..L.D$PL | 
| 31720 |  8b 5c 24 48 4c 8b 54 24 40 4c 8b 4c 24 28 e9 51    e4 ff ff 4c 89 df 4c 89 44 24 38 4c 89 54 24 30  | .\$HL.T$@L.L$(.Q...L..L.D$8L.T$0 | 
| 31740 |  4c 89 4c 24 28 e8 86 3a fd ff 4c 8b 44 24 38 4c    8b 54 24 30 4c 8b 4c 24 28 e9 f6 e7 ff ff 4c 89  | L.L$(..:..L.D$8L.T$0L.L$(.....L. | 
| 31760 |  c7 4c 89 5c 24 38 4c 89 4c 24 28 e8 60 3a fd ff    4c 8b 5c 24 38 4c 8b 54 24 30 4c 8b 4c 24 28 e9  | .L.\$8L.L$(.`:..L.\$8L.T$0L.L$(. | 
| 31780 |  58 e8 ff ff 4c 89 d7 4c 89 5c 24 30 4c 89 4c 24    28 e8 3a 3a fd ff 4c 8b 5c 24 30 4c 8b 4c 24 28  | X...L..L.\$0L.L$(.::..L.\$0L.L$( | 
| 317a0 |  e9 54 e8 ff ff 4c 89 df 4c 89 4c 24 28 e8 1e 3a    fd ff 4c 8b 4c 24 28 e9 97 e8 ff ff 48 89 f7 4c  | .T...L..L.L$(..:..L.L$(.....H..L | 
| 317c0 |  89 5c 24 30 4c 89 4c 24 28 e8 02 3a fd ff 4c 8b    5c 24 30 4c 8b 4c 24 28 e9 35 e8 ff ff 0f b6 c0  | .\$0L.L$(..:..L.\$0L.L$(.5...... | 
| 317e0 |  e9 6b e5 ff ff 4c 89 4c 24 28 31 c9 45 31 db 41    bd a6 5e 00 00 bb 9c 10 00 00 e9 c1 d6 ff ff 4c  | .k...L.L$(1.E1.A..^............L | 
| 31800 |  89 4c 24 28 31 c9 45 31 db 41 bd a4 5e 00 00 bb    9c 10 00 00 e9 29 d1 ff ff 4c 89 d7 4c 89 44 24  | .L$(1.E1.A..^........)...L..L.D$ | 
| 31820 |  48 4c 89 5c 24 40 4c 89 4c 24 28 e8 a0 39 fd ff    4c 8b 44 24 48 4c 8b 5c 24 40 4c 8b 4c 24 28 e9  | HL.\$@L.L$(..9..L.D$HL.\$@L.L$(. | 
| 31840 |  5d e3 ff ff 4c 89 e7 4c 89 5c 24 18 4c 89 54 24    10 4c 89 0c 24 e8 76 39 fd ff 4c 8b 0c 24 4c 8b  | ]...L..L.\$.L.T$.L..$.v9..L..$L. | 
| 31860 |  54 24 10 31 c0 4c 8b 5c 24 18 ba 02 00 00 00 e9    c3 df ff ff 4c 89 4c 24 28 31 c9 41 bd 0e 5e 00  | T$.1.L.\$...........L.L$(1.A..^. | 
| 31880 |  00 bb 93 10 00 00 e9 b7 d0 ff ff 4c 89 4c 24 28    31 c9 45 31 d2 45 31 ff 41 bd 0b 5e 00 00 bb 93  | ...........L.L$(1.E1.E1.A..^.... | 
| 318a0 |  10 00 00 e9 18 d6 ff ff 4c 89 4c 24 28 31 c9 45    31 db 45 31 ff 41 bd 09 5e 00 00 bb 93 10 00 00  | ........L.L$(1.E1.E1.A..^....... | 
| 318c0 |  e9 7d d0 ff ff 4c 89 4c 24 28 41 bd ab 5e 00 00    bb 9c 10 00 00 e9 fb d5 ff ff 4c 89 4c 24 28 31  | .}...L.L$(A..^............L.L$(1 | 
| 318e0 |  c9 41 bd a9 5e 00 00 bb 9c 10 00 00 e9 e4 d5 ff    ff 4c 89 4c 24 28 41 bd 9a 5d 00 00 31 c9 45 31  | .A..^............L.L$(A..]..1.E1 | 
| 31900 |  db 48 c7 44 24 18 00 00 00 00 bb 8c 10 00 00 45    31 d2 45 31 ff 48 c7 44 24 10 00 00 00 00 48 c7  | .H.D$..........E1.E1.H.D$.....H. | 
| 31920 |  04 24 00 00 00 00 e9 95 d5 ff ff 48 8b 05 f6 95    07 00 ba 03 00 00 00 48 8d 35 da 79 02 00 4c 89  | .$.........H...........H.5.y..L. | 
| 31940 |  44 24 30 4c 89 0c 24 48 8b 38 31 c0 e8 3f 3e fd    ff e9 36 fa ff ff 48 8b 35 23 b6 07 00 48 8b 3d  | D$0L..$H.81..?>...6...H.5#...H.= | 
| 31960 |  e4 b6 07 00 31 d2 e8 75 1c fe ff 4c 8b 4c 24 28    48 85 c0 49 89 c7 0f 84 04 06 00 00 48 89 c7 e8  | ....1..u...L.L$(H..I........H... | 
| 31980 |  4c 2f fe ff 49 8b 07 4c 8b 4c 24 28 85 c0 78 0d    48 83 e8 01 49 89 07 0f 84 fd 05 00 00 4c 89 4c  | L/..I..L.L$(..x.H...I........L.L | 
| 319a0 |  24 28 41 bd f7 5d 00 00 bb 90 10 00 00 31 c9 45    31 db 45 31 ff e9 88 cf ff ff 4c 89 4c 24 28 41  | $(A..].......1.E1.E1......L.L$(A | 
| 319c0 |  bd 39 5e 00 00 31 c9 45 31 ff bb 93 10 00 00 e9    ec d4 ff ff 48 8b 59 18 48 85 db 0f 84 6f e4 ff  | .9^..1.E1...........H.Y.H....o.. | 
| 319e0 |  ff 8b 13 48 8b 41 10 83 c2 01 74 02 89 13 8b 10    83 c2 01 74 02 89 10 48 8b 11 85 d2 78 0d 48 83  | ...H.A....t........t...H....x.H. | 
| 31a00 |  ea 01 48 89 11 0f 84 3a 07 00 00 48 89 c1 ba 02    00 00 00 31 c0 e9 36 e4 ff ff 4c 89 4c 24 28 45  | ..H....:...H.......1..6...L.L$(E | 
| 31a20 |  31 db 49 89 c9 bb 9c 10 00 00 31 c9 41 bd c0 5e    00 00 e9 70 d4 ff ff 4c 89 4c 24 28 31 c9 41 bd  | 1.I.......1.A..^...p...L.L$(1.A. | 
| 31a40 |  c4 5e 00 00 bb 9c 10 00 00 e9 72 d4 ff ff 4c 89    4c 24 28 31 c9 4d 89 d9 41 bd c7 5e 00 00 45 31  | .^........r...L.L$(1.M..A..^..E1 | 
| 31a60 |  db bb 9c 10 00 00 e9 3c d4 ff ff 4c 89 4c 24 28    41 bd f9 5e 00 00 bb 9e 10 00 00 45 31 db e9 bf  | .......<...L.L$(A..^.......E1... | 
| 31a80 |  ce ff ff 48 89 cf 4c 89 4c 24 28 e8 40 37 fd ff    4c 8b 4c 24 28 e9 2c e6 ff ff 48 8b 7c 24 08 e8  | ...H..L.L$(.@7..L.L$(.,...H.|$.. | 
| 31aa0 |  6c 3a fd ff 4c 8b 4c 24 30 48 8b 4c 24 28 e9 f7    e5 ff ff 4c 89 4c 24 28 45 31 db 41 bd f7 5e 00  | l:..L.L$0H.L$(.....L.L$(E1.A..^. | 
| 31ac0 |  00 bb 9e 10 00 00 e9 77 ce ff ff 4c 89 4c 24 28    41 bd e7 5d 00 00 31 c9 45 31 db bb 8f 10 00 00  | .......w...L.L$(A..]..1.E1...... | 
| 31ae0 |  45 31 ff e9 5a ce ff ff 4c 89 d7 4c 89 44 24 38    4c 89 4c 24 28 e8 d6 36 fd ff 4c 8b 44 24 38 4c  | E1..Z...L..L.D$8L.L$(..6..L.D$8L | 
| 31b00 |  8b 4c 24 28 e9 f4 e1 ff ff 4c 89 4c 24 28 41 bd    3a 5e 00 00 31 c9 45 31 ff bb 93 10 00 00 e9 9d  | .L$(.....L.L$(A.:^..1.E1........ | 
| 31b20 |  d3 ff ff 48 c7 44 24 10 00 00 00 00 45 31 ff 48    8b 01 85 c0 78 0d 48 83 e8 01 48 89 01 0f 84 1e  | ...H.D$.....E1.H....x.H...H..... | 
| 31b40 |  04 00 00 4c 89 54 24 18 4c 89 0c 24 e8 9f 36 fe    ff 4c 8b 0c 24 4c 8b 54 24 18 85 c0 0f 85 89 06  | ...L.T$.L..$..6..L..$L.T$....... | 
| 31b60 |  00 00 49 83 ff 01 4c 89 fa 4c 89 54 24 30 bb 8c    10 00 00 48 8d 05 36 9d 02 00 48 8d 0d ad 98 02  | ..I...L..L.T$0.....H..6...H..... | 
| 31b80 |  00 41 bd c6 5d 00 00 48 0f 45 c8 48 8b 05 96 93    07 00 48 8d 35 77 7e 02 00 45 31 ff 48 8b 38 31  | .A..]..H.E.H......H.5w~..E1.H.81 | 
| 31ba0 |  c0 e8 ea 3b fd ff 4c 8b 0c 24 4c 8b 54 24 30 31    c9 48 c7 44 24 18 00 00 00 00 45 31 db 45 31 c0  | ...;..L..$L.T$01.H.D$.....E1.E1. | 
| 31bc0 |  4c 89 4c 24 28 4c 8b 4c 24 10 48 c7 04 24 00 00    00 00 48 c7 44 24 10 00 00 00 00 e9 c7 d2 ff ff  | L.L$(L.L$.H..$....H.D$.......... | 
| 31be0 |  4c 89 4c 24 28 4c 8b 5c 24 18 41 bd be 5d 00 00    bb 8c 10 00 00 4c 8b 4c 24 10 48 c7 44 24 18 00  | L.L$(L.\$.A..].......L.L$.H.D$.. | 
| 31c00 |  00 00 00 45 31 c0 45 31 ff 48 c7 44 24 10 00 00    00 00 48 c7 04 24 00 00 00 00 e9 88 d2 ff ff 4c  | ...E1.E1.H.D$.....H..$.........L | 
| 31c20 |  89 4c 24 28 31 c9 45 31 ff 41 bd 37 5e 00 00 bb    93 10 00 00 e9 9c d2 ff ff 4c 89 df 4c 89 4c 24  | .L$(1.E1.A.7^............L..L.L$ | 
| 31c40 |  28 e8 8a 35 fd ff 4c 8b 44 24 40 4c 8b 54 24 38    4c 8b 4c 24 28 e9 8f e0 ff ff 4c 89 4c 24 28 31  | (..5..L.D$@L.T$8L.L$(.....L.L$(1 | 
| 31c60 |  c9 45 31 ff 41 bd 2f 5e 00 00 bb 93 10 00 00 e9    4c d2 ff ff 4c 89 4c 24 28 31 c9 45 31 ff 41 bd  | .E1.A./^........L...L.L$(1.E1.A. | 
| 31c80 |  2b 5e 00 00 bb 93 10 00 00 e9 47 d2 ff ff 4c 89    4c 24 28 31 c9 41 bd 13 5e 00 00 bb 93 10 00 00  | +^........G...L.L$(1.A..^....... | 
| 31ca0 |  e9 30 d2 ff ff 4c 89 4c 24 28 45 31 c0 4d 89 f9    bb 93 10 00 00 45 31 ff 41 bd 15 5e 00 00 e9 e4  | .0...L.L$(E1.M.......E1.A..^.... | 
| 31cc0 |  d1 ff ff 4d 8b 7a 18 4d 85 ff 0f 84 36 de ff ff    41 8b 17 49 8b 42 10 83 c2 01 74 03 41 89 17 8b  | ...M.z.M....6...A..I.B....t.A... | 
| 31ce0 |  10 83 c2 01 74 02 89 10 49 8b 12 85 d2 78 0d 48    83 ea 01 49 89 12 0f 84 26 02 00 00 49 89 c2 ba  | ....t...I....x.H...I....&...I... | 
| 31d00 |  03 00 00 00 31 c0 e9 fb dd ff ff 4d 89 e2 b8 08    00 00 00 ba 01 00 00 00 e9 1a db ff ff 4c 89 4c  | ....1......M.................L.L | 
| 31d20 |  24 28 31 c9 4d 89 f9 45 31 c0 45 31 ff 41 bd 10    5e 00 00 bb 93 10 00 00 e9 6a d1 ff ff 4c 89 c7  | $(1.M..E1.E1.A..^........j...L.. | 
| 31d40 |  48 89 4c 24 10 4c 89 0c 24 e8 82 34 fd ff 48 8b    4c 24 10 4c 8b 0c 24 e9 ba f6 ff ff 4c 89 4c 24  | H.L$.L..$..4..H.L$.L..$.....L.L$ | 
| 31d60 |  28 31 c9 41 bd dd 5e 00 00 bb 9c 10 00 00 e9 62    d1 ff ff 4c 89 c7 4c 89 4c 24 28 e8 50 34 fd ff  | (1.A..^........b...L..L.L$(.P4.. | 
| 31d80 |  4c 8b 4c 24 28 e9 87 df ff ff 48 8b 7c 24 30 ba    02 00 00 00 4c 89 4c 24 28 48 8b 35 08 b0 07 00  | L.L$(.....H.|$0.....L.L$(H.5.... | 
| 31da0 |  e8 1b 24 fe ff 4c 8b 4c 24 28 85 c0 0f 88 ed 02    00 00 0f 84 79 02 00 00 48 8b 3d f1 af 07 00 e8  | ..$..L.L$(..........y...H.=..... | 
| 31dc0 |  7c 0b ff ff 4c 8b 4c 24 28 48 85 c0 48 89 c1 0f    84 44 02 00 00 48 8b 35 c4 af 07 00 48 89 c7 4c  | |...L.L$(H..H....D...H.5....H..L | 
| 31de0 |  89 4c 24 30 48 89 44 24 28 e8 a2 18 fe ff 48 8b    4c 24 28 4c 8b 4c 24 30 48 85 c0 49 89 c0 0f 84  | .L$0H.D$(.....H.L$(L.L$0H..I.... | 
| 31e00 |  fd 01 00 00 48 8b 01 85 c0 78 0d 48 83 e8 01 48    89 01 0f 84 0c 03 00 00 48 8b 35 69 b1 07 00 31  | ....H....x.H...H........H.5i...1 | 
| 31e20 |  d2 4c 89 c7 4c 89 4c 24 30 4c 89 44 24 28 e8 ad    17 fe ff 4c 8b 44 24 28 4c 8b 4c 24 30 48 85 c0  | .L..L.L$0L.D$(.....L.D$(L.L$0H.. | 
| 31e40 |  49 89 c2 0f 84 7d 01 00 00 49 8b 00 85 c0 78 0d    48 83 e8 01 49 89 00 0f 84 83 01 00 00 49 8b 02  | I....}...I....x.H...I........I.. | 
| 31e60 |  85 c0 0f 88 f0 de ff ff 48 83 e8 01 49 89 02 0f    85 e3 de ff ff 4c 89 d7 4c 89 4c 24 28 e8 4e 33  | ........H...I........L..L.L$(.N3 | 
| 31e80 |  fd ff 4c 8b 4c 24 28 e9 cc de ff ff 49 8b 5a 18    48 85 db 0f 84 d8 e0 ff ff 8b 13 49 8b 42 10 83  | ..L.L$(.....I.Z.H..........I.B.. | 
| 31ea0 |  c2 01 74 02 89 13 8b 10 83 c2 01 74 02 89 10 49    8b 12 85 d2 78 09 48 83 ea 01 49 89 12 74 2e 49  | ..t........t...I....x.H...I..t.I | 
| 31ec0 |  89 c2 ba 03 00 00 00 31 c0 e9 a3 e0 ff ff 4c 89    5c 24 08 31 c9 45 31 db bb 9d 10 00 00 4c 89 4c  | .......1......L.\$.1.E1......L.L | 
| 31ee0 |  24 28 41 bd eb 5e 00 00 e9 55 ca ff ff 4c 89 d7    4c 89 44 24 38 48 89 44 24 30 4c 89 4c 24 28 e8  | $(A..^...U...L..L.D$8H.D$0L.L$(. | 
| 31f00 |  cc 32 fd ff 48 8b 44 24 30 4c 8b 4c 24 28 ba 03    00 00 00 4c 8b 44 24 38 49 89 c2 31 c0 e9 4f e0  | .2..H.D$0L.L$(.....L.D$8I..1..O. | 
| 31f20 |  ff ff 4c 89 d7 48 89 4c 24 50 48 89 44 24 48 4c    89 5c 24 40 4c 89 4c 24 28 e8 92 32 fd ff 48 8b  | ..L..H.L$PH.D$HL.\$@L.L$(..2..H. | 
| 31f40 |  44 24 48 4c 8b 4c 24 28 ba 03 00 00 00 4c 8b 5c    24 40 48 8b 4c 24 50 49 89 c2 31 c0 e9 a5 db ff  | D$HL.L$(.....L.\$@H.L$PI..1..... | 
| 31f60 |  ff 48 89 cf 4c 89 54 24 18 4c 89 0c 24 e8 5e 32    fd ff 4c 8b 54 24 18 4c 8b 0c 24 e9 c3 fb ff ff  | .H..L.T$.L..$.^2..L.T$.L..$..... | 
| 31f80 |  4c 89 4c 24 28 31 c9 45 31 db 41 bd f3 5d 00 00    bb 90 10 00 00 e9 a8 c9 ff ff 4c 89 ff e8 2e 32  | L.L$(1.E1.A..]............L....2 | 
| 31fa0 |  fd ff e9 fb f9 ff ff 49 89 c2 e9 bf c4 ff ff 4c    89 4c 24 28 31 c9 41 bd 3b 5e 00 00 bb 93 10 00  | .......I.......L.L$(1.A.;^...... | 
| 31fc0 |  00 e9 fa ce ff ff 4c 89 4c 24 28 31 c9 45 31 db    41 bd 6c 5e 00 00 bb 96 10 00 00 e9 e0 ce ff ff  | ......L.L$(1.E1.A.l^............ | 
| 31fe0 |  4c 89 c7 4c 89 54 24 30 4c 89 4c 24 28 e8 de 31    fd ff 4c 8b 54 24 30 4c 8b 4c 24 28 e9 5c fe ff  | L..L.T$0L.L$(..1..L.T$0L.L$(.\.. | 
| 32000 |  ff 4c 89 4c 24 28 45 31 db 41 bd 61 5e 00 00 bb    96 10 00 00 e9 29 c9 ff ff 4c 89 4c 24 28 45 31  | .L.L$(E1.A.a^........)...L.L$(E1 | 
| 32020 |  db 41 bd 5f 5e 00 00 bb 96 10 00 00 e9 11 c9 ff    ff 48 8b 35 58 af 07 00 48 8b 3d 09 b0 07 00 31  | .A._^............H.5X...H.=....1 | 
| 32040 |  d2 4c 89 4c 24 28 e8 95 15 fe ff 4c 8b 4c 24 28    48 85 c0 0f 84 97 00 00 00 48 89 c7 4c 89 4c 24  | .L.L$(.....L.L$(H........H..L.L$ | 
| 32060 |  30 48 89 44 24 28 e8 65 28 fe ff 4c 8b 44 24 28    4c 8b 4c 24 30 49 8b 00 85 c0 78 5a 48 83 e8 01  | 0H.D$(.e(..L.D$(L.L$0I....xZH... | 
| 32080 |  4c 89 4c 24 28 49 89 00 74 2f 41 bd 87 5e 00 00    bb 99 10 00 00 31 c9 45 31 db e9 a3 c8 ff ff 4c  | L.L$(I..t/A..^.......1.E1......L | 
| 320a0 |  89 4c 24 28 41 bd 55 5e 00 00 31 c9 45 31 db bb    95 10 00 00 e9 89 c8 ff ff 4c 89 c7 41 bd 87 5e  | .L$(A.U^..1.E1...........L..A..^ | 
| 320c0 |  00 00 bb 99 10 00 00 e8 04 31 fd ff 31 c9 45 31    db e9 6c c8 ff ff 4c 89 4c 24 28 41 bd 87 5e 00  | .........1..1.E1..l...L.L$(A..^. | 
| 320e0 |  00 31 c9 45 31 db bb 99 10 00 00 e9 52 c8 ff ff    4c 89 4c 24 28 31 c9 45 31 db 41 bd 83 5e 00 00  | .1.E1.......R...L.L$(1.E1.A..^.. | 
| 32100 |  bb 99 10 00 00 e9 38 c8 ff ff 4c 89 4c 24 28 41    bd 4a 5e 00 00 31 c9 45 31 db bb 94 10 00 00 e9  | ......8...L.L$(A.J^..1.E1....... | 
| 32120 |  1e c8 ff ff 48 89 cf 4c 89 44 24 30 4c 89 4c 24    28 e8 9a 30 fd ff 4c 8b 44 24 30 4c 8b 4c 24 28  | ....H..L.D$0L.L$(..0..L.D$0L.L$( | 
| 32140 |  e9 d3 fc ff ff 48 89 cf 48 89 44 24 38 4c 89 54    24 30 4c 89 4c 24 28 e8 74 30 fd ff 48 8b 44 24  | .....H..H.D$8L.T$0L.L$(.t0..H.D$ | 
| 32160 |  38 4c 8b 4c 24 28 ba 02 00 00 00 4c 8b 54 24 30    48 89 c1 31 c0 e9 d6 dc ff ff be 03 00 00 00 e8  | 8L.L$(.....L.T$0H..1............ | 
| 32180 |  1c 1a fe ff 4c 8b 0c 24 4c 8b 54 24 28 48 8b 4c    24 40 e9 6d f3 ff ff 41 bf 02 00 00 00 e9 8d f9  | ....L..$L.T$(H.L$@.m...A........ | 
| 321a0 |  ff ff 4c 89 4c 24 28 45 31 db 45 31 d2 45 31 ff    48 c7 44 24 18 00 00 00 00 41 bd b4 5d 00 00 bb  | ..L.L$(E1.E1.E1.H.D$.....A..]... | 
| 321c0 |  8c 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 04    24 00 00 00 00 e9 e6 cc ff ff 49 89 c1 e9 a3 c1  | ....H.D$.....H..$.........I..... | 
| 321e0 |  ff ff 4c 89 14 24 e9 44 d7 ff ff 4c 89 4c 24 28    41 bd c6 5d 00 00 31 c9 45 31 db 4c 8b 4c 24 10  | ..L..$.D...L.L$(A..]..1.E1.L.L$. | 
| 32200 |  bb 8c 10 00 00 e9 f0 f9 ff ff 66 0f 1f 44 00 00    41 57 48 8d 05 c7 a3 07 00 41 56 66 48 0f 6e c8  | ..........f..D..AWH......AVfH.n. | 
| 32220 |  41 55 41 54 55 48 89 d5 48 8d 90 b0 01 00 00 48    05 00 06 00 00 53 66 48 0f 6e c2 48 89 fb 66 0f  | AUATUH..H......H.....SfH.n.H..f. | 
| 32240 |  6c c1 48 83 ec 78 66 0f 6f 15 c2 ab 07 00 4c 8b    2d bb ab 07 00 48 89 44 24 60 48 8b 05 af 8a 07  | l.H..xf.o.....L.-....H.D$`H..... | 
| 32260 |  00 48 c7 44 24 68 00 00 00 00 4c 8b 35 a7 ab 07    00 48 89 44 24 40 0f 29 44 24 50 0f 29 54 24 30  | .H.D$h....L.5....H.D$@.)D$P.)T$0 | 
| 32280 |  48 85 c9 0f 84 e7 05 00 00 49 89 cc 4c 8d 3c ee    48 83 fd 02 0f 84 e6 0a 00 00 0f 8f b0 00 00 00  | H........I..L.<.H............... | 
| 322a0 |  48 85 ed 0f 84 6f 08 00 00 48 83 fd 01 0f 85 33    0b 00 00 4c 8b 2e 4c 8b 41 10 4c 89 6c 24 30 4d  | H....o...H.....3...L..L.A.L.l$0M | 
| 322c0 |  85 c0 0f 8e be 00 00 00 48 8b 15 11 a3 07 00 4c    89 fe 4c 89 e7 4c 89 44 24 08 e8 01 27 fe ff 4c  | ........H......L..L..L.D$...'..L | 
| 322e0 |  8b 44 24 08 48 85 c0 49 89 c6 0f 84 80 14 00 00    48 89 44 24 38 49 83 e8 01 4d 85 c0 0f 8e 0e 0b  | .D$.H..I........H.D$8I...M...... | 
| 32300 |  00 00 4d 8b 4c 24 10 48 8b 0d d2 a8 07 00 4d 85    c9 0f 8e 1c 0d 00 00 31 c0 eb 12 0f 1f 44 00 00  | ..M.L$.H......M........1.....D.. | 
| 32320 |  48 83 c0 01 49 39 c1 0f 84 f3 0a 00 00 49 3b 4c    c4 18 75 ec 49 8b 04 c7 48 85 c0 0f 84 f2 0c 00  | H...I9.......I;L..u.I...H....... | 
| 32340 |  00 48 89 44 24 40 49 83 e8 01 eb 2c 0f 1f 40 00    48 83 fd 03 0f 85 d6 07 00 00 48 8b 46 10 4c 8b  | .H.D$@I....,..@.H.........H.F.L. | 
| 32360 |  76 08 4c 8b 2e 4c 8b 41 10 48 89 44 24 40 4c 89    74 24 38 4c 89 6c 24 30 4d 85 c0 0f 8f 3f 0e 00  | v.L..L.A.H.D$@L.t$8L.l$0M....?.. | 
| 32380 |  00 4c 8b 6c 24 30 4c 8b 74 24 38 4c 8b 7c 24 40    48 8b 05 89 ad 07 00 bf 0c 00 00 00 48 8b a8 28  | .L.l$0L.t$8L.|$@H...........H..( | 
| 323a0 |  02 00 00 ff 90 68 01 00 00 45 31 c9 31 c9 31 d2    48 89 c6 41 b8 00 01 00 00 4c 89 ef ff d5 49 89  | .....h...E1.1.1.H..A.....L....I. | 
| 323c0 |  c4 48 85 c0 0f 84 86 0c 00 00 8b 00 83 c0 01 74    04 41 89 04 24 49 8b 04 24 85 c0 78 0e 48 83 e8  | .H.............t.A..$I..$..x.H.. | 
| 323e0 |  01 49 89 04 24 0f 84 75 09 00 00 48 8b 05 2e ad    07 00 bf 0c 00 00 00 48 8b a8 28 02 00 00 ff 90  | .I..$..u...H...........H..(..... | 
| 32400 |  68 01 00 00 45 31 c9 31 c9 31 d2 48 89 c6 41 b8    00 01 00 00 4c 89 f7 ff d5 48 89 c5 48 85 c0 0f  | h...E1.1.1.H..A.....L....H..H... | 
| 32420 |  84 2b 0d 00 00 8b 00 83 c0 01 74 03 89 45 00 48    8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f  | .+........t..E.H.E...x.H...H.E.. | 
| 32440 |  84 2b 09 00 00 8b 45 18 41 3b 44 24 18 0f 84 7d    04 00 00 4c 8b 2d 86 a4 07 00 48 8b 3d df 9a 07  | .+....E.A;D$...}...L.-....H.=... | 
| 32460 |  00 49 8b 55 18 4c 89 ee e8 f3 30 fd ff 49 89 c2    48 85 c0 0f 84 5f 0f 00 00 8b 00 83 c0 01 74 03  | .I.U.L....0..I..H...._........t. | 
| 32480 |  41 89 02 49 8b 42 08 4c 89 54 24 08 4c 89 d7 48    8b 35 1a a8 07 00 48 8b 80 90 00 00 00 48 85 c0  | A..I.B.L.T$.L..H.5....H......H.. | 
| 324a0 |  0f 84 6a 10 00 00 ff d0 4c 8b 54 24 08 49 89 c1    49 8b 02 4d 85 c9 0f 84 6c 10 00 00 85 c0 78 1b  | ..j.....L.T$.I..I..M....l.....x. | 
| 324c0 |  48 83 e8 01 49 89 02 75 12 4c 89 d7 4c 89 4c 24    08 e8 fa 2c fd ff 4c 8b 4c 24 08 48 8b 05 16 8a  | H...I..u.L..L.L$...,..L.L$.H.... | 
| 324e0 |  07 00 49 39 41 08 0f 84 c4 10 00 00 4c 89 cf 48    8d 74 24 58 ba 02 00 00 00 4c 89 4c 24 08 48 c7  | ..I9A.......L..H.t$X.....L.L$.H. | 
| 32500 |  44 24 50 00 00 00 00 48 89 6c 24 58 4c 89 64 24    60 e8 5a 32 fe ff 4c 8b 4c 24 08 49 89 c6 4d 89  | D$P....H.l$XL.d$`.Z2..L.L$.I..M. | 
| 32520 |  cb 4d 85 f6 0f 84 66 10 00 00 49 8b 03 85 c0 78    11 48 83 e8 01 49 89 03 75 08 4c 89 df e8 8e 2c  | .M....f...I....x.H...I..u.L...., | 
| 32540 |  fd ff 41 8b 06 83 c0 01 74 03 41 89 06 48 8b 05    cc ab 07 00 4c 89 f7 ff 90 30 02 00 00 49 89 c5  | ..A.....t.A..H......L....0...I.. | 
| 32560 |  48 85 c0 0f 84 0f 11 00 00 8b 00 83 c0 01 74 04    41 89 45 00 49 8b 45 00 85 c0 78 12 48 83 e8 01  | H.............t.A.E.I.E...x.H... | 
| 32580 |  49 89 45 00 75 08 4c 89 ef e8 42 2c fd ff 4c 8b    0d 4b a3 07 00 48 8b 3d a4 99 07 00 49 8b 51 18  | I.E.u.L...B,..L..K...H.=....I.Q. | 
| 325a0 |  4c 89 ce 4c 89 4c 24 08 e8 b3 2f fd ff 4c 8b 4c    24 08 48 85 c0 49 89 c0 0f 84 aa 0c 00 00 8b 00  | L..L.L$.../..L.L$.H..I.......... | 
| 325c0 |  83 c0 01 74 03 41 89 00 49 8b 40 08 4c 89 44 24    08 4c 89 c7 48 8b 35 e5 9c 07 00 48 8b 80 90 00  | ...t.A..I.@.L.D$.L..H.5....H.... | 
| 325e0 |  00 00 48 85 c0 0f 84 c5 11 00 00 ff d0 4c 8b 44    24 08 49 89 c2 4d 85 d2 0f 84 9a 11 00 00 49 8b  | ..H..........L.D$.I..M........I. | 
| 32600 |  00 85 c0 78 0d 48 83 e8 01 49 89 00 0f 84 fe 0c    00 00 4c 8b 05 c7 a2 07 00 48 8b 3d 20 99 07 00  | ...x.H...I........L......H.=.... | 
| 32620 |  4c 89 54 24 10 49 8b 50 18 4c 89 c6 4c 89 44 24    08 e8 2a 2f fd ff 4c 8b 44 24 08 4c 8b 54 24 10  | L.T$.I.P.L..L.D$..*/..L.D$.L.T$. | 
| 32640 |  48 85 c0 48 89 c1 0f 84 04 12 00 00 8b 00 83 c0    01 74 02 89 01 48 8b 41 08 4c 89 54 24 10 48 89  | H..H.............t...H.A.L.T$.H. | 
| 32660 |  cf 48 89 4c 24 08 48 8b 35 eb 9f 07 00 48 8b 80    90 00 00 00 48 85 c0 0f 84 4c 12 00 00 ff d0 48  | .H.L$.H.5....H......H....L.....H | 
| 32680 |  8b 4c 24 08 4c 8b 54 24 10 49 89 c3 48 8b 01 4d    85 db 0f 84 21 12 00 00 85 c0 78 0d 48 83 e8 01  | .L$.L.T$.I..H..M....!.....x.H... | 
| 326a0 |  48 89 01 0f 84 f7 0c 00 00 48 8b 05 48 88 07 00    49 39 43 08 0f 84 64 12 00 00 4c 89 df 48 8d 74  | H........H..H...I9C...d...L..H.t | 
| 326c0 |  24 58 ba 01 00 00 00 4c 89 54 24 10 4c 89 5c 24    08 48 c7 44 24 50 00 00 00 00 4c 89 6c 24 58 e8  | $X.....L.T$.L.\$.H.D$P....L.l$X. | 
| 326e0 |  8c 30 fe ff 4c 8b 5c 24 08 4c 8b 54 24 10 49 89    c0 4d 89 d9 4d 85 c0 0f 84 e3 12 00 00 49 8b 01  | .0..L.\$.L.T$.I..M..M........I.. | 
| 32700 |  85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 47 0d 00    00 48 8b 05 e0 87 07 00 49 39 42 08 0f 84 e4 12  | ..x.H...I....G...H......I9B..... | 
| 32720 |  00 00 4c 89 d7 48 8d 74 24 58 ba 01 00 00 00 4c    89 44 24 58 4c 89 44 24 10 4c 89 54 24 08 48 c7  | ..L..H.t$X.....L.D$XL.D$.L.T$.H. | 
| 32740 |  44 24 50 00 00 00 00 e8 24 30 fe ff 4c 8b 54 24    08 4c 8b 44 24 10 49 89 c3 4c 89 d1 49 8b 00 85  | D$P.....$0..L.T$.L.D$.I..L..I... | 
| 32760 |  c0 78 0d 48 83 e8 01 49 89 00 0f 84 10 0d 00 00    4d 85 db 0f 84 4f 13 00 00 48 8b 01 85 c0 78 0d  | .x.H...I........M....O...H....x. | 
| 32780 |  48 83 e8 01 48 89 01 0f 84 eb 0d 00 00 4c 3b 1d    ec 87 07 00 0f 94 c0 4c 3b 1d aa 87 07 00 0f 94  | H...H........L;........L;....... | 
| 327a0 |  c2 08 c2 75 0d 4c 3b 1d cc 87 07 00 0f 85 5e 0a    00 00 0f b6 c0 49 8b 13 85 d2 78 0d 48 83 ea 01  | ...u.L;.......^......I....x.H... | 
| 327c0 |  49 89 13 0f 84 87 0a 00 00 85 c0 0f 84 0d 13 00    00 4c 8b 9b e8 00 00 00 41 8b 03 83 c0 01 74 03  | I................L......A.....t. | 
| 327e0 |  41 89 03 48 8b 05 66 9a 07 00 4c 89 d9 4d 89 e1    4c 89 fa 48 83 ec 08 ff 35 7b 87 07 00 41 b8 02  | A..H..f...L..M..L..H....5{...A.. | 
| 32800 |  00 00 00 48 8d 73 20 48 8d 3d 52 06 02 00 6a 00    50 ff 35 f9 a5 07 00 6a 00 50 41 55 6a 00 50 4c  | ...H.s.H.=R...j.P.5....j.PAUj.PL | 
| 32820 |  89 5c 24 58 ff 15 46 a8 07 00 48 83 c4 50 4c 8b    5c 24 08 48 85 c0 49 89 c0 0f 84 09 13 00 00 49  | .\$X..F...H..PL.\$.H..I........I | 
| 32840 |  8b 03 85 c0 0f 88 96 04 00 00 48 83 e8 01 49 89    03 0f 85 89 04 00 00 4c 89 df 4c 89 44 24 08 e8  | ..........H...I........L..L.D$.. | 
| 32860 |  6c 29 fd ff 4c 8b 44 24 08 e9 72 04 00 00 66 90    48 83 fd 02 0f 84 f6 08 00 00 7f 2c 48 85 ed 0f  | l)..L.D$..r...f.H..........,H... | 
| 32880 |  84 1b 03 00 00 48 83 fd 01 0f 85 57 05 00 00 4c    8b 3d e2 86 07 00 4c 8b 2e 4c 89 6c 24 30 e9 ed  | .....H.....W...L.=....L..L.l$0.. | 
| 328a0 |  fa ff ff 0f 1f 44 00 00 48 83 fd 03 0f 85 7e 02    00 00 4c 8b 7e 10 4c 89 7c 24 40 4c 8b 76 08 4c  | .....D..H.....~...L.~.L.|$@L.v.L | 
| 328c0 |  89 74 24 38 eb d0 66 2e 0f 1f 84 00 00 00 00 00    85 c0 0f 85 7b fb ff ff 4c 89 ef e8 f0 2c fd ff  | .t$8..f.............{...L....,.. | 
| 328e0 |  66 0f 2e 05 48 d6 06 00 f2 0f 11 44 24 08 0f 8b    3c 0a 00 00 4c 89 f7 e8 d4 2c fd ff 66 0f 2e 05  | f...H......D$...<...L....,..f... | 
| 32900 |  2c d6 06 00 0f 8b 56 0a 00 00 4c 8b 2d cf 9f 07    00 f2 0f 5c 44 24 08 48 8b 3d 22 96 07 00 49 8b  | ,.....V...L.-......\D$.H.="...I. | 
| 32920 |  55 18 4c 89 ee 66 49 0f 7e c6 e8 31 2c fd ff 49    89 c2 48 85 c0 0f 84 dd 0a 00 00 8b 00 83 c0 01  | U.L..fI.~..1,..I..H............. | 
| 32940 |  74 03 41 89 02 49 8b 42 08 4c 89 54 24 10 4c 89    d7 48 8b 35 00 9d 07 00 48 8b 80 90 00 00 00 48  | t.A..I.B.L.T$.L..H.5....H......H | 
| 32960 |  85 c0 0f 84 e0 0b 00 00 ff d0 4c 8b 54 24 10 49    89 c1 49 8b 02 4d 85 c9 0f 84 e2 0b 00 00 85 c0  | ..........L.T$.I..I..M.......... | 
| 32980 |  78 1b 48 83 e8 01 49 89 02 75 12 4c 89 d7 4c 89    4c 24 10 e8 38 28 fd ff 4c 8b 4c 24 10 66 49 0f  | x.H...I..u.L..L.L$..8(..L.L$.fI. | 
| 329a0 |  6e c6 4c 89 4c 24 10 e8 24 2a fd ff 4c 8b 4c 24    10 48 85 c0 49 89 c0 0f 84 9b 0c 00 00 48 8b 05  | n.L.L$..$*..L.L$.H..I........H.. | 
| 329c0 |  34 85 07 00 49 39 41 08 0f 84 e2 0c 00 00 4c 89    cf 48 8d 74 24 58 ba 01 00 00 00 4c 89 44 24 58  | 4...I9A.......L..H.t$X.....L.D$X | 
| 329e0 |  4c 89 44 24 18 4c 89 4c 24 10 48 c7 44 24 50 00    00 00 00 e8 78 2d fe ff 4c 8b 4c 24 10 4c 8b 44  | L.D$.L.L$.H.D$P.....x-..L.L$.L.D | 
| 32a00 |  24 18 48 89 c1 4d 89 cb 49 8b 00 85 c0 78 25 48    83 e8 01 49 89 00 75 1c 4c 89 c7 48 89 4c 24 18  | $.H..M..I....x%H...I..u.L..H.L$. | 
| 32a20 |  4c 89 5c 24 10 e8 a6 27 fd ff 48 8b 4c 24 18 4c    8b 5c 24 10 48 85 c9 0f 84 53 0c 00 00 49 8b 03  | L.\$...'..H.L$.L.\$.H....S...I.. | 
| 32a40 |  85 c0 78 0d 48 83 e8 01 49 89 03 0f 84 a7 07 00    00 48 3b 0d 28 85 07 00 0f 94 c0 48 3b 0d e6 84  | ..x.H...I........H;.(......H;... | 
| 32a60 |  07 00 0f 94 c2 08 c2 0f 85 43 01 00 00 48 3b 0d    04 85 07 00 0f 84 36 01 00 00 48 89 cf 48 89 4c  | .........C...H;.......6...H..H.L | 
| 32a80 |  24 10 e8 59 2b fd ff 48 8b 4c 24 10 85 c0 41 89    c5 0f 89 1d 01 00 00 41 bf 70 3b 00 00 45 31 db  | $..Y+..H.L$...A........A.p;..E1. | 
| 32aa0 |  45 31 d2 45 31 f6 bb 83 04 00 00 45 31 ed 48 8b    01 85 c0 78 0d 48 83 e8 01 48 89 01 0f 84 16 08  | E1.E1......E1.H....x.H...H...... | 
| 32ac0 |  00 00 45 31 c9 4d 85 d2 0f 84 fa 11 00 00 49 8b    02 45 31 c0 85 c0 0f 88 97 05 00 00 48 83 e8 01  | ..E1.M........I..E1.........H... | 
| 32ae0 |  49 89 02 0f 85 8a 05 00 00 4c 89 d7 4c 89 4c 24    18 4c 89 44 24 10 4c 89 5c 24 08 e8 d0 26 fd ff  | I........L..L.L$.L.D$.L.\$...&.. | 
| 32b00 |  4c 8b 5c 24 08 4c 8b 44 24 10 4c 8b 4c 24 18 e9    5f 05 00 00 0f 1f 40 00 4c 8b 41 10 4d 85 c0 0f  | L.\$.L.D$.L.L$.._.....@.L.A.M... | 
| 32b20 |  8f 5b 06 00 00 4c 8b 7c 24 40 e9 61 f8 ff ff 90    48 8d 0d 01 89 02 00 41 b8 03 00 00 00 48 83 ec  | .[...L.|$@.a....H......A.....H.. | 
| 32b40 |  08 48 8b 05 f0 83 07 00 48 8d 15 db 8d 02 00 48    8d 35 aa 6a 02 00 55 4c 8d 0d 52 8d 02 00 48 8b  | .H......H......H.5.j..UL..R...H. | 
| 32b60 |  38 31 c0 e8 28 2c fd ff 58 be c5 3a 00 00 5a 48    8d 0d d3 88 02 00 ba 1a 04 00 00 48 8d 3d 6e 7c  | 81..(,..X..:..ZH...........H.=n| | 
| 32b80 |  02 00 45 31 e4 e8 26 2f fe ff 48 83 c4 78 4c 89    e0 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 40 00  | ..E1..&/..H..xL..[]A\A]A^A_...@. | 
| 32ba0 |  4c 8b 3d d1 83 07 00 e9 e4 f7 ff ff 0f 1f 40 00    44 0f b6 e8 48 8b 01 85 c0 78 0d 48 83 e8 01 48  | L.=...........@.D...H....x.H...H | 
| 32bc0 |  89 01 0f 84 38 07 00 00 45 85 ed 0f 84 f7 0b 00    00 48 8b 8b e8 00 00 00 8b 01 83 c0 01 74 02 89  | ....8...E........H...........t.. | 
| 32be0 |  01 f2 0f 10 44 24 08 48 89 4c 24 10 e8 df 27 fd    ff 48 8b 4c 24 10 48 85 c0 49 89 c3 0f 84 9e 0c  | ....D$.H.L$...'..H.L$.H..I...... | 
| 32c00 |  00 00 66 49 0f 6e c6 48 89 44 24 08 e8 bf 27 fd    ff 4c 8b 5c 24 08 48 8b 4c 24 10 48 85 c0 49 89  | ..fI.n.H.D$...'..L.\$.H.L$.H..I. | 
| 32c20 |  c2 0f 84 b9 0c 00 00 48 83 ec 08 ff 35 47 83 07    00 4d 89 d9 4c 89 fa 48 8b 05 12 96 07 00 6a 00  | .......H....5G...M..L..H......j. | 
| 32c40 |  48 8d 73 20 41 b8 02 00 00 00 48 8d 3d 0f 02 02    00 50 ff 35 b8 a1 07 00 6a 00 50 41 52 4c 89 54  | H.s.A.....H.=....P.5....j.PARL.T | 
| 32c60 |  24 58 6a 00 50 4c 89 5c 24 60 48 89 4c 24 58 ff    15 fb a3 07 00 48 83 c4 50 48 8b 4c 24 08 4c 8b  | $Xj.PL.\$`H.L$X......H..PH.L$.L. | 
| 32c80 |  5c 24 10 48 85 c0 49 89 c0 4c 8b 54 24 18 0f 84    5c 0d 00 00 48 8b 01 85 c0 78 0d 48 83 e8 01 48  | \$.H..I..L.T$...\...H....x.H...H | 
| 32ca0 |  89 01 0f 84 40 08 00 00 49 8b 03 85 c0 78 0d 48    83 e8 01 49 89 03 0f 84 04 08 00 00 49 8b 02 85  | ....@...I....x.H...I........I... | 
| 32cc0 |  c0 0f 88 01 07 00 00 48 83 e8 01 41 be 00 00 00    00 41 bd 00 00 00 00 49 89 02 0f 84 c8 07 00 00  | .......H...A.....A.....I........ | 
| 32ce0 |  49 8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24    0f 84 cd 00 00 00 4d 89 c4 48 8b 45 00 85 c0 78  | I..$..x.H...I..$......M..H.E...x | 
| 32d00 |  0e 48 83 e8 01 48 89 45 00 0f 84 91 00 00 00 4d    85 ed 74 16 49 8b 45 00 85 c0 78 0e 48 83 e8 01  | .H...H.E.......M..t.I.E...x.H... | 
| 32d20 |  49 89 45 00 0f 84 86 00 00 00 4d 85 f6 0f 84 57    fe ff ff 49 8b 06 85 c0 0f 88 4c fe ff ff 48 83  | I.E.......M....W...I......L...H. | 
| 32d40 |  e8 01 49 89 06 0f 85 3f fe ff ff 4c 89 f7 e8 7d    24 fd ff e9 32 fe ff ff 0f 1f 84 00 00 00 00 00  | ..I....?...L...}$...2........... | 
| 32d60 |  4c 89 e7 e8 68 24 fd ff e9 7e f6 ff ff 0f 1f 00    48 89 ef e8 58 24 fd ff e9 c8 f6 ff ff 0f 1f 00  | L...h$...~......H...X$.......... | 
| 32d80 |  4c 8b 76 08 48 8b 06 4c 8b 41 10 4c 89 74 24 38    48 89 44 24 30 e9 5f f5 ff ff 66 0f 1f 44 00 00  | L.v.H..L.A.L.t$8H.D$0._...f..D.. | 
| 32da0 |  48 89 ef e8 28 24 fd ff e9 62 ff ff ff 0f 1f 00    4c 89 ef e8 18 24 fd ff e9 6d ff ff ff 0f 1f 00  | H...($...b......L....$...m...... | 
| 32dc0 |  45 31 c0 4c 89 e7 4c 89 44 24 08 e8 00 24 fd ff    4c 8b 44 24 08 4d 89 c4 48 85 ed 0f 85 18 ff ff  | E1.L..L.D$...$..L.D$.M..H....... | 
| 32de0 |  ff e9 29 ff ff ff 48 85 ed 48 8d 0d 3f 86 02 00    48 8d 05 41 86 02 00 49 89 e8 48 0f 49 c8 49 c1  | ..)...H..H..?...H..A...I..H.I.I. | 
| 32e00 |  f8 3f 49 f7 d0 41 83 e0 03 e9 2f fd ff ff 66 90    4c 8b 6c 24 30 e9 0b fd ff ff 66 0f 1f 44 00 00  | .?I..A..../...f.L.l$0.....f..D.. | 
| 32e20 |  45 31 f6 48 8d 41 28 4b 8b 74 f4 18 48 89 44 24    20 48 39 f1 0f 84 21 01 00 00 66 0f 1f 44 00 00  | E1.H.A(K.t..H.D$.H9...!...f..D.. | 
| 32e40 |  48 8b 05 89 81 07 00 48 39 41 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 0b 01 00 00 84 c0 0f  | H......H9A....H9F............... | 
| 32e60 |  84 03 01 00 00 48 8b 51 10 48 3b 56 10 0f 85 cd    00 00 00 48 8b 46 18 48 8b 79 18 48 39 c7 41 0f  | .....H.Q.H;V.......H.F.H.y.H9.A. | 
| 32e80 |  95 c3 48 83 f8 ff 0f 95 c0 41 84 c3 74 0a 48 83    ff ff 0f 85 a8 00 00 00 44 0f b6 69 20 44 0f b6  | ..H......A..t.H.........D..i.D.. | 
| 32ea0 |  5e 20 44 89 e8 44 89 df c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 82 00 00 00 41 f6  | ^.D..D.....@.........@8.......A. | 
| 32ec0 |  c5 20 0f 85 43 0a 00 00 48 8b 79 38 41 f6 c3 20    0f 85 20 0a 00 00 48 8b 76 38 44 0f b6 d8 41 83  | ....C...H.y8A.........H.v8D...A. | 
| 32ee0 |  fb 01 0f 84 53 0c 00 00 41 83 fb 02 0f 84 66 0c    00 00 44 8b 1f 44 8b 2e 45 39 dd 75 43 4c 89 4c  | ....S...A.....f...D..D..E9.uCL.L | 
| 32f00 |  24 10 48 89 4c 24 08 48 83 fa 01 74 4e 0f b6 c0    4c 89 44 24 18 45 31 ed 48 0f af d0 e8 ef 24 fd  | $.H.L$.H...tN...L.D$.E1.H.....$. | 
| 32f20 |  ff 4c 8b 44 24 18 48 8b 4c 24 08 85 c0 4c 8b 4c    24 10 41 0f 94 c5 0f 84 ee 00 00 00 0f 1f 40 00  | .L.D$.H.L$...L.L$.A...........@. | 
| 32f40 |  49 83 c6 01 4d 39 f1 0f 84 e6 00 00 00 4b 8b 74    f4 18 48 39 f1 0f 85 e5 fe ff ff 4b 8b 04 f7 e9  | I...M9.......K.t..H9.......K.... | 
| 32f60 |  d4 f3 ff ff 0f 1f 40 00 4c 8b 2d 09 80 07 00 4c    39 e9 75 04 84 c0 75 c8 4c 39 ee 75 04 84 d2 75  | ......@.L.-....L9.u...u.L9.u...u | 
| 32f80 |  bf 48 89 cf ba 02 00 00 00 4c 89 4c 24 18 4c 89    44 24 10 48 89 4c 24 08 e8 83 22 fd ff 48 89 c7  | .H.......L.L$.L.D$.H.L$..."..H.. | 
| 32fa0 |  48 85 c0 0f 84 8a 00 00 00 48 3b 05 d0 7f 07 00    48 8b 4c 24 08 0f 94 c0 48 3b 3d 89 7f 07 00 4c  | H........H;.....H.L$....H;=....L | 
| 32fc0 |  8b 44 24 10 0f 94 c2 4c 8b 4c 24 18 08 c2 0f 85    6c 02 00 00 4c 39 ef 0f 84 63 02 00 00 4c 89 4c  | .D$....L.L$.....l...L9...c...L.L | 
| 32fe0 |  24 28 4c 89 44 24 18 48 89 4c 24 10 48 89 7c 24    08 e8 ea 25 fd ff 4c 8b 4c 24 28 4c 8b 44 24 18  | $(L.D$.H.L$.H.|$...%..L.L$(L.D$. | 
| 33000 |  48 8b 4c 24 10 48 8b 7c 24 08 41 89 c5 48 8b 07    85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 07 08 00  | H.L$.H.|$.A..H....x.H...H....... | 
| 33020 |  00 45 85 ed 0f 84 16 ff ff ff 45 85 ed 0f 89 28    ff ff ff e8 e8 24 fd ff 48 85 c0 0f 84 7f 01 00  | .E........E....(.....$..H....... | 
| 33040 |  00 be ac 3a 00 00 e9 24 fb ff ff 0f 1f 44 00 00    45 31 f6 45 31 ed 31 ed 45 31 c0 45 31 db bb 7c  | ...:...$.....D..E1.E1.1.E1.E1..| | 
| 33060 |  04 00 00 41 bf 09 3b 00 00 0f 1f 80 00 00 00 00    45 31 c9 4d 85 db 74 14 49 8b 03 85 c0 78 0d 48  | ...A..;.........E1.M..t.I....x.H | 
| 33080 |  83 e8 01 49 89 03 0f 84 84 00 00 00 4d 85 c0 74    14 49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00 0f  | ...I........M..t.I....x.H...I... | 
| 330a0 |  84 93 00 00 00 4d 85 c9 74 10 49 8b 01 85 c0 78    09 48 83 e8 01 49 89 01 74 46 48 8d 0d 88 83 02  | .....M..t.I....x.H...I..tFH..... | 
| 330c0 |  00 89 da 44 89 fe 48 8d 3d 23 77 02 00 e8 de 29    fe ff 4d 85 e4 0f 84 fd fc ff ff 49 8b 04 24 85  | ...D..H.=#w....)..M........I..$. | 
| 330e0 |  c0 78 0e 48 83 e8 01 49 89 04 24 0f 84 cf fc ff    ff 45 31 e4 e9 df fc ff ff 0f 1f 80 00 00 00 00  | .x.H...I..$......E1............. | 
| 33100 |  4c 89 cf e8 c8 20 fd ff eb b0 66 0f 1f 44 00 00    4c 89 df 4c 89 4c 24 10 4c 89 44 24 08 e8 ae 20  | L.........f..D..L..L.L$.L.D$.... | 
| 33120 |  fd ff 4c 8b 4c 24 10 4c 8b 44 24 08 e9 5b ff ff    ff 0f 1f 80 00 00 00 00 4c 89 c7 4c 89 4c 24 08  | ..L.L$.L.D$..[..........L..L.L$. | 
| 33140 |  e8 8b 20 fd ff 4c 8b 4c 24 08 e9 56 ff ff ff 90    45 31 f6 45 31 ed 45 31 c0 45 31 db bb 7d 04 00  | .....L.L$..V....E1.E1.E1.E1..}.. | 
| 33160 |  00 41 bf 18 3b 00 00 e9 04 ff ff ff 0f 1f 40 00    4c 8b 3d 01 7e 07 00 e9 3f f7 ff ff 0f 1f 40 00  | .A..;.........@.L.=.~...?.....@. | 
| 33180 |  48 8b 15 09 96 07 00 4c 89 fe 4c 89 e7 4c 89 44    24 08 e8 49 18 fe ff 4c 8b 44 24 08 48 85 c0 49  | H......L..L..L.D$..I...L.D$.H..I | 
| 331a0 |  89 c5 0f 84 0b 01 00 00 48 89 44 24 30 49 83 e8    01 e9 09 f1 ff ff 66 2e 0f 1f 84 00 00 00 00 00  | ........H.D$0I........f......... | 
| 331c0 |  48 8d 4c 24 30 48 8d 54 24 50 49 89 e8 4c 89 fe    4c 8d 0d 53 87 02 00 4c 89 e7 e8 41 1c fe ff 85  | H.L$0H.T$PI..L..L..S...L...A.... | 
| 331e0 |  c0 0f 89 9a f1 ff ff be b1 3a 00 00 e9 7e f9 ff    ff 0f 1f 80 00 00 00 00 4c 89 df 48 89 4c 24 10  | .........:...~..........L..H.L$. | 
| 33200 |  e8 cb 1f fd ff 48 8b 4c 24 10 e9 42 f8 ff ff 90    4c 89 df 4c 89 5c 24 08 e8 c3 23 fd ff 4c 8b 5c  | .....H.L$..B....L..L.\$...#..L.\ | 
| 33220 |  24 08 85 c0 0f 89 8b f5 ff ff bb 91 04 00 00 41    bf 3e 3c 00 00 45 31 c0 e9 33 fe ff ff 0f 1f 00  | $..............A.><..E1..3...... | 
| 33240 |  44 0f b6 e8 e9 c4 fd ff ff 0f 1f 80 00 00 00 00    4c 89 df 89 44 24 08 e8 74 1f fd ff 8b 44 24 08  | D...............L...D$..t....D$. | 
| 33260 |  e9 64 f5 ff ff 0f 1f 00 48 89 44 24 08 4c 89 4c    24 10 e8 a9 22 fd ff 4c 8b 44 24 08 48 85 c0 0f  | .d......H.D$.L.L$..."..L.D$.H... | 
| 33280 |  85 d1 09 00 00 4c 8b 4c 24 10 4c 89 cf e8 8e f4    fe ff 4c 8b 44 24 08 48 85 c0 49 89 c3 0f 85 05  | .....L.L$.L.......L.D$.H..I..... | 
| 332a0 |  0a 00 00 bb 91 04 00 00 41 bf 07 3c 00 00 e9 bd    fd ff ff 4c 89 44 24 08 e8 63 22 fd ff 4c 8b 44  | ........A..<.......L.D$..c"..L.D | 
| 332c0 |  24 08 48 85 c0 0f 84 fd ef ff ff be 9e 3a 00 00    e9 9a f8 ff ff 0f 1f 00 48 89 cf 4c 89 54 24 10  | $.H..........:..........H..L.T$. | 
| 332e0 |  4c 89 5c 24 08 e8 e6 1e fd ff 4c 8b 54 24 10 4c    8b 5c 24 08 e9 c9 f7 ff ff 0f 1f 80 00 00 00 00  | L.\$......L.T$.L.\$............. | 
| 33300 |  48 89 cf e8 c8 1e fd ff e9 bb f8 ff ff 0f 1f 00    4c 89 c7 4c 89 54 24 08 e8 b3 1e fd ff 4c 8b 54  | H...............L..L.T$......L.T | 
| 33320 |  24 08 e9 eb f2 ff ff 66 0f 1f 84 00 00 00 00 00    0f 85 be f5 ff ff e8 e5 21 fd ff 48 85 c0 0f 84  | $......f................!..H.... | 
| 33340 |  b0 f5 ff ff 45 31 f6 45 31 ed bb 80 04 00 00 45    31 c0 41 bf 35 3b 00 00 45 31 db e9 10 fd ff ff  | ....E1.E1......E1.A.5;..E1...... | 
| 33360 |  0f 85 a4 f5 ff ff f2 0f 11 44 24 10 e8 af 21 fd    ff f2 0f 10 44 24 10 48 85 c0 0f 84 8a f5 ff ff  | .........D$...!.....D$.H........ | 
| 33380 |  45 31 f6 45 31 ed bb 81 04 00 00 45 31 c0 41 bf    3f 3b 00 00 45 31 db e9 d4 fc ff ff 0f 1f 40 00  | E1.E1......E1.A.?;..E1........@. | 
| 333a0 |  48 89 cf 4c 89 54 24 10 4c 89 5c 24 08 e8 1e 1e    fd ff 4c 8b 54 24 10 4c 8b 5c 24 08 e9 e8 f2 ff  | H..L.T$.L.\$......L.T$.L.\$..... | 
| 333c0 |  ff 0f 1f 80 00 00 00 00 45 31 f6 45 31 ed e9 0d    f9 ff ff 0f 1f 44 00 00 e8 43 21 fd ff 48 85 c0  | ........E1.E1........D...C!..H.. | 
| 333e0 |  0f 85 c4 07 00 00 4c 89 ef e8 32 f3 fe ff 49 89    c5 48 85 c0 0f 85 b6 08 00 00 45 31 f6 45 31 c0  | ......L...2...I..H........E1.E1. | 
| 33400 |  45 31 db bb 8c 04 00 00 41 bf ca 3b 00 00 e9 5d    fc ff ff 0f 1f 44 00 00 e8 03 21 fd ff 48 85 c0  | E1......A..;...].....D....!..H.. | 
| 33420 |  0f 85 cb 07 00 00 4c 89 ef e8 f2 f2 fe ff 49 89    c5 48 85 c0 0f 85 86 08 00 00 45 31 f6 45 31 c0  | ......L.......I..H........E1.E1. | 
| 33440 |  45 31 db bb 83 04 00 00 41 bf 52 3b 00 00 e9 1d    fc ff ff 0f 1f 44 00 00 4c 89 cf 4c 89 44 24 10  | E1......A.R;.........D..L..L.D$. | 
| 33460 |  4c 89 54 24 08 e8 66 1d fd ff 4c 8b 44 24 10 4c    8b 54 24 08 e9 98 f2 ff ff 0f 1f 80 00 00 00 00  | L.T$..f...L.D$.L.T$............. | 
| 33480 |  4c 89 c7 4c 89 5c 24 10 48 89 4c 24 08 e8 3e 1d    fd ff 48 8b 4c 24 08 4c 8b 5c 24 10 e9 cf f2 ff  | L..L.\$.H.L$..>...H.L$.L.\$..... | 
| 334a0 |  ff 0f 1f 80 00 00 00 00 4c 89 d7 4c 89 44 24 08    e8 1b 1d fd ff 4c 8b 44 24 08 e9 21 f8 ff ff 90  | ........L..L.D$......L.D$..!.... | 
| 334c0 |  4c 89 df 4c 89 54 24 10 4c 89 44 24 08 e8 fe 1c    fd ff 4c 8b 54 24 10 4c 8b 44 24 08 e9 db f7 ff  | L..L.T$.L.D$......L.T$.L.D$..... | 
| 334e0 |  ff 0f 1f 80 00 00 00 00 48 89 cf 4c 89 44 24 10    4c 89 5c 24 08 e8 d6 1c fd ff 4c 8b 54 24 18 4c  | ........H..L.D$.L.\$......L.T$.L | 
| 33500 |  8b 44 24 10 4c 8b 5c 24 08 e9 9a f7 ff ff 66 90    e8 eb 22 fd ff 4c 8b 54 24 08 49 89 c1 e9 8e ef  | .D$.L.\$......f..."..L.T$.I..... | 
| 33520 |  ff ff 66 0f 1f 44 00 00 45 31 f6 45 31 ed bb 8c    04 00 00 41 bf cc 3b 00 00 45 31 db e9 8d f5 ff  | ..f..D..E1.E1......A..;..E1..... | 
| 33540 |  ff 0f 1f 80 00 00 00 00 e8 b3 22 fd ff 4c 8b 54    24 10 49 89 c1 e9 18 f4 ff ff 66 0f 1f 44 00 00  | .........."..L.T$.I.......f..D.. | 
| 33560 |  45 31 f6 45 31 ed bb 83 04 00 00 41 bf 54 3b 00    00 eb c6 0f 1f 44 00 00 48 89 cf 4c 89 5c 24 08  | E1.E1......A.T;......D..H..L.\$. | 
| 33580 |  e8 4b 1c fd ff 4c 8b 5c 24 08 e9 fe f1 ff ff 90    45 31 ed 45 31 c0 bb 8c 04 00 00 41 bf e1 3b 00  | .K...L.\$.......E1.E1......A..;. | 
| 335a0 |  00 e9 ca fa ff ff 66 2e 0f 1f 84 00 00 00 00 00    4d 8b 69 18 4d 85 ed 0f 84 2f ef ff ff 41 8b 45  | ......f.........M.i.M..../...A.E | 
| 335c0 |  00 4d 8b 59 10 83 c0 01 74 04 41 89 45 00 41 8b    03 83 c0 01 74 03 41 89 03 49 8b 01 85 c0 78 0d  | .M.Y....t.A.E.A.....t.A..I....x. | 
| 335e0 |  48 83 e8 01 49 89 01 0f 84 78 05 00 00 66 48 0f    6e ed 66 49 0f 6e c5 4c 89 df ba 03 00 00 00 66  | H...I....x...fH.n.fI.n.L.......f | 
| 33600 |  0f 6c c5 48 8d 74 24 50 4c 89 5c 24 08 4c 89 64    24 60 0f 29 44 24 50 e8 54 21 fe ff 4c 8b 5c 24  | .l.H.t$PL.\$.L.d$`.)D$P.T!..L.\$ | 
| 33620 |  08 49 89 c6 49 8b 45 00 85 c0 0f 88 f1 ee ff ff    48 83 e8 01 49 89 45 00 0f 85 e3 ee ff ff 4c 89  | .I..I.E.........H...I.E.......L. | 
| 33640 |  ef 4c 89 5c 24 08 e8 85 1b fd ff 4c 8b 5c 24 08    e9 cc ee ff ff 0f 1f 00 45 31 f6 45 31 ed 4d 89  | .L.\$......L.\$.........E1.E1.M. | 
| 33660 |  cb bb 83 04 00 00 41 bf 57 3b 00 00 e9 ff f9 ff    ff 0f 1f 80 00 00 00 00 45 31 c0 45 31 db bb 90  | ......A.W;..............E1.E1... | 
| 33680 |  04 00 00 41 bf f8 3b 00 00 e9 e2 f9 ff ff 66 90    45 31 f6 45 31 ed 45 31 c0 bb 83 04 00 00 41 bf  | ...A..;.......f.E1.E1.E1......A. | 
| 336a0 |  6c 3b 00 00 e9 c7 f9 ff ff 0f 1f 80 00 00 00 00    4d 8b 69 18 4d 85 ed 0f 84 11 f3 ff ff 41 8b 45  | l;..............M.i.M........A.E | 
| 336c0 |  00 4d 8b 59 10 83 c0 01 74 04 41 89 45 00 41 8b    03 83 c0 01 74 03 41 89 03 49 8b 01 85 c0 78 0d  | .M.Y....t.A.E.A.....t.A..I....x. | 
| 336e0 |  48 83 e8 01 49 89 01 0f 84 8f 04 00 00 66 49 0f    6e f0 66 49 0f 6e c5 4c 89 df ba 02 00 00 00 66  | H...I........fI.n.fI.n.L.......f | 
| 33700 |  0f 6c c6 48 8d 74 24 50 4c 89 44 24 18 4c 89 5c    24 10 0f 29 44 24 50 e8 54 20 fe ff 4c 8b 5c 24  | .l.H.t$PL.D$.L.\$..)D$P.T...L.\$ | 
| 33720 |  10 4c 8b 44 24 18 48 89 c1 49 8b 45 00 85 c0 0f    88 d3 f2 ff ff 48 83 e8 01 49 89 45 00 0f 85 c5  | .L.D$.H..I.E.........H...I.E.... | 
| 33740 |  f2 ff ff 4c 89 ef 48 89 4c 24 20 4c 89 44 24 18    4c 89 5c 24 10 e8 76 1a fd ff 48 8b 4c 24 20 4c  | ...L..H.L$.L.D$.L.\$..v...H.L$.L | 
| 33760 |  8b 44 24 18 4c 8b 5c 24 10 e9 9a f2 ff ff 66 90    4c 89 44 24 08 e8 a6 1d fd ff 4c 8b 44 24 08 48  | .D$.L.\$......f.L.D$......L.D$.H | 
| 33780 |  85 c0 0f 84 7a eb ff ff be a5 3a 00 00 e9 dd f3    ff ff 66 0f 1f 44 00 00 45 31 db bb 91 04 00 00  | ....z.....:.......f..D..E1...... | 
| 337a0 |  41 bf 09 3c 00 00 e9 c5 f8 ff ff 0f 1f 44 00 00    e8 4b 20 fd ff 4c 8b 44 24 08 49 89 c2 e9 33 ee  | A..<.........D...K...L.D$.I...3. | 
| 337c0 |  ff ff 66 0f 1f 44 00 00 48 8b 35 71 97 07 00 48    8b 3d 52 98 07 00 31 d2 e8 03 fe fd ff 49 89 c5  | ..f..D..H.5q...H.=R...1......I.. | 
| 337e0 |  48 85 c0 0f 84 80 04 00 00 48 89 c7 e8 df 10 fe    ff 49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45  | H........H.......I.E...x.H...I.E | 
| 33800 |  00 0f 84 96 03 00 00 45 31 f6 45 31 ed bb 84 04    00 00 45 31 c0 41 bf 80 3b 00 00 45 31 db e9 4d  | .......E1.E1......E1.A..;..E1..M | 
| 33820 |  f8 ff ff 0f 1f 44 00 00 4c 89 4c 24 18 4c 89 44    24 10 48 89 4c 24 08 e8 94 19 fd ff 4c 8b 4c 24  | .....D..L.L$.L.D$.H.L$......L.L$ | 
| 33840 |  18 4c 8b 44 24 10 48 8b 4c 24 08 e9 d1 f7 ff ff    4c 89 54 24 08 4c 89 44 24 10 e8 c1 1c fd ff 4c  | .L.D$.H.L$......L.T$.L.D$......L | 
| 33860 |  8b 54 24 08 48 85 c0 0f 85 15 04 00 00 4c 8b 44    24 10 4c 89 c7 e8 a6 ee fe ff 4c 8b 54 24 08 48  | .T$.H........L.D$.L.......L.T$.H | 
| 33880 |  85 c0 49 89 c1 0f 85 2d 04 00 00 bb 91 04 00 00    41 bf 0c 3c 00 00 e9 9e fc ff ff 0f 1f 44 00 00  | ..I....-........A..<.........D.. | 
| 338a0 |  45 31 d2 45 31 f6 45 31 ed 41 bf 9d 3b 00 00 bb    87 04 00 00 e9 f5 f1 ff ff 41 bf 0e 3c 00 00 bb  | E1.E1.E1.A..;............A..<... | 
| 338c0 |  91 04 00 00 e9 e5 f1 ff ff e8 32 1f fd ff 4c 8b    54 24 10 48 8b 4c 24 08 49 89 c3 e9 ac ed ff ff  | ..........2...L.T$.H.L$.I....... | 
| 338e0 |  45 31 f6 45 31 ed 41 bf a7 3b 00 00 bb 88 04 00    00 e9 b8 f1 ff ff 4c 8d 6e 28 48 83 c6 38 41 83  | E1.E1.A..;............L.n(H..8A. | 
| 33900 |  e3 40 49 0f 45 f5 e9 cf f5 ff ff 48 8d 79 38 41    83 e5 40 48 0f 45 7c 24 20 e9 ae f5 ff ff 49 8b  | .@I.E......H.y8A..@H.E|$......I. | 
| 33920 |  4b 18 48 85 c9 0f 84 8f ed ff ff 8b 01 4d 8b 4b    10 83 c0 01 74 02 89 01 41 8b 01 83 c0 01 74 03  | K.H..........M.K....t...A.....t. | 
| 33940 |  41 89 01 49 8b 03 85 c0 78 0d 48 83 e8 01 49 89    03 0f 84 6f 02 00 00 66 48 0f 6e c1 66 49 0f 6e  | A..I....x.H...I....o...fH.n.fI.n | 
| 33960 |  fd 4c 89 cf ba 02 00 00 00 66 0f 6c c7 48 8d 74    24 50 4c 89 54 24 18 48 89 4c 24 10 4c 89 4c 24  | .L.......f.l.H.t$PL.T$.H.L$.L.L$ | 
| 33980 |  08 0f 29 44 24 50 e8 e5 1d fe ff 48 8b 4c 24 10    4c 8b 4c 24 08 49 89 c0 4c 8b 54 24 18 48 8b 01  | ..)D$P.....H.L$.L.L$.I..L.T$.H.. | 
| 339a0 |  85 c0 0f 88 4c ed ff ff 48 83 e8 01 48 89 01 0f    85 3f ed ff ff 48 89 cf 4c 89 44 24 18 4c 89 4c  | ....L...H...H....?...H..L.D$.L.L | 
| 339c0 |  24 10 4c 89 54 24 08 e8 04 18 fd ff 4c 8b 44 24    18 4c 8b 4c 24 10 4c 8b 54 24 08 e9 14 ed ff ff  | $.L.T$......L.D$.L.L$.L.T$...... | 
| 339e0 |  bb 91 04 00 00 41 bf 23 3c 00 00 e9 49 fb ff ff    45 31 f6 45 31 ed 41 bf b1 3b 00 00 bb 86 04 00  | .....A.#<...I...E1.E1.A..;...... | 
| 33a00 |  00 e9 a8 f0 ff ff 4d 8b 4a 18 4d 85 c9 0f 84 0f    ed ff ff 41 8b 01 49 8b 4a 10 83 c0 01 74 03 41  | ......M.J.M........A..I.J....t.A | 
| 33a20 |  89 01 8b 01 83 c0 01 74 02 89 01 49 8b 02 85 c0    78 0d 48 83 e8 01 49 89 02 0f 84 ce 01 00 00 66  | .......t...I....x.H...I........f | 
| 33a40 |  49 0f 6e c1 66 49 0f 6e f8 48 89 cf ba 02 00 00    00 66 0f 6c c7 48 8d 74 24 50 4c 89 4c 24 18 4c  | I.n.fI.n.H.......f.l.H.t$PL.L$.L | 
| 33a60 |  89 44 24 10 48 89 4c 24 08 0f 29 44 24 50 e8 fd    1c fe ff 4c 8b 4c 24 18 48 8b 4c 24 08 49 89 c3  | .D$.H.L$..)D$P.....L.L$.H.L$.I.. | 
| 33a80 |  4c 8b 44 24 10 49 8b 01 85 c0 0f 88 cc ec ff ff    48 83 e8 01 49 89 01 0f 85 bf ec ff ff 4c 89 cf  | L.D$.I..........H...I........L.. | 
| 33aa0 |  4c 89 44 24 18 4c 89 5c 24 10 48 89 4c 24 08 e8    1c 17 fd ff 4c 8b 44 24 18 4c 8b 5c 24 10 48 8b  | L.D$.L.\$.H.L$......L.D$.L.\$.H. | 
| 33ac0 |  4c 24 08 e9 94 ec ff ff 45 31 c9 49 89 ca bb 91    04 00 00 41 bf 3a 3c 00 00 e9 f0 ef ff ff 48 8b  | L$......E1.I.......A.:<.......H. | 
| 33ae0 |  35 5b 94 07 00 48 8b 3d 3c 95 07 00 31 d2 e8 ed    fa fd ff 49 89 c3 48 85 c0 0f 84 96 01 00 00 48  | 5[...H.=<...1......I..H........H | 
| 33b00 |  89 c7 48 89 44 24 08 e8 c4 0d fe ff 4c 8b 5c 24    08 49 8b 03 85 c0 78 0d 48 83 e8 01 49 89 03 0f  | ..H.D$......L.\$.I....x.H...I... | 
| 33b20 |  84 13 01 00 00 bb 92 04 00 00 41 bf 4e 3c 00 00    45 31 c0 45 31 db e9 35 f5 ff ff 44 0f b6 1f 44  | ..........A.N<..E1.E1..5...D...D | 
| 33b40 |  0f b6 2e e9 b0 f3 ff ff bb 93 04 00 00 41 bf 6b    3c 00 00 e9 18 f5 ff ff 44 0f b7 1f 44 0f b7 2e  | .............A.k<.......D...D... | 
| 33b60 |  e9 93 f3 ff ff 4c 89 cf 4c 89 5c 24 08 e8 5e 16    fd ff 4c 8b 5c 24 08 e9 71 fa ff ff 4c 89 cf 4c  | .....L..L.\$..^...L.\$..q...L..L | 
| 33b80 |  89 44 24 18 4c 89 5c 24 10 e8 42 16 fd ff 4c 8b    5c 24 10 4c 8b 44 24 18 e9 50 fb ff ff 4c 89 ef  | .D$.L.\$..B...L.\$.L.D$..P...L.. | 
| 33ba0 |  e8 2b 16 fd ff e9 5d fc ff ff 45 31 f6 45 31 ed    45 31 c0 45 31 db bb 8c 04 00 00 41 bf ca 3b 00  | .+....]...E1.E1.E1.E1......A..;. | 
| 33bc0 |  00 e9 aa f4 ff ff 4c 89 df 4c 89 4c 24 18 4c 89    54 24 10 48 89 4c 24 08 e8 f3 15 fd ff 48 8b 4c  | ......L..L.L$.L.T$.H.L$......H.L | 
| 33be0 |  24 08 4c 8b 54 24 10 4c 8b 4c 24 18 e9 66 fd ff    ff 45 31 f6 45 31 ed 45 31 c0 45 31 db bb 83 04  | $.L.T$.L.L$..f...E1.E1.E1.E1.... | 
| 33c00 |  00 00 41 bf 52 3b 00 00 e9 63 f4 ff ff 4c 89 d7    4c 89 44 24 18 48 89 4c 24 10 4c 89 4c 24 08 e8  | ..A.R;...c...L..L.D$.H.L$.L.L$.. | 
| 33c20 |  ac 15 fd ff 4c 8b 4c 24 08 48 8b 4c 24 10 4c 8b    44 24 18 e9 07 fe ff ff 4c 89 df bb 92 04 00 00  | ....L.L$.H.L$.L.D$......L....... | 
| 33c40 |  41 bf 4e 3c 00 00 e8 85 15 fd ff 45 31 c0 45 31    db e9 1a f4 ff ff 45 31 db bb 91 04 00 00 41 bf  | A.N<.......E1.E1......E1......A. | 
| 33c60 |  07 3c 00 00 e9 07 f4 ff ff 45 31 f6 45 31 c0 45    31 db bb 84 04 00 00 41 bf 7c 3b 00 00 e9 ee f3  | .<.......E1.E1.E1......A.|;..... | 
| 33c80 |  ff ff 45 31 c9 bb 91 04 00 00 41 bf 0c 3c 00 00    e9 a4 f8 ff ff 45 31 c0 bb 92 04 00 00 41 bf 4a  | ..E1......A..<.......E1......A.J | 
| 33ca0 |  3c 00 00 e9 c8 f3 ff ff 49 89 c0 e9 18 e9 ff ff    49 89 c2 e9 cb e7 ff ff 48 89 c1 e9 95 e9 ff ff  | <.......I.......I.......H....... | 
| 33cc0 |  49 89 c2 e9 7d ec ff ff 45 31 c0 e9 a3 f3 ff ff    41 57 48 8d 05 ff 85 07 00 41 56 41 55 41 54 55  | I...}...E1......AWH......AVAUATU | 
| 33ce0 |  53 48 89 d3 48 81 ec c8 00 00 00 48 8b 2d 86 72    07 00 48 89 84 24 a0 00 00 00 48 05 08 09 00 00  | SH..H......H.-.r..H..$....H..... | 
| 33d00 |  48 89 7c 24 30 48 c7 84 24 90 00 00 00 00 00 00    00 48 89 84 24 a8 00 00 00 48 c7 84 24 b0 00 00  | H.|$0H..$........H..$....H..$... | 
| 33d20 |  00 00 00 00 00 48 89 ac 24 98 00 00 00 48 85 c9    0f 84 ba 00 00 00 49 89 cc 4c 8d 34 d6 48 83 fa  | .....H..$....H........I..L.4.H.. | 
| 33d40 |  01 0f 84 09 0d 00 00 48 83 fa 02 0f 84 cf 00 00    00 48 85 d2 0f 84 76 0c 00 00 48 85 db 48 8d 05  | .......H.........H....v...H..H.. | 
| 33d60 |  d4 76 02 00 48 8d 0d c4 76 02 00 41 0f 9f c0 48    0f 4f c8 4c 8d 0d b4 76 02 00 45 0f b6 c0 48 8d  | .v..H...v..A...H.O.L...v..E...H. | 
| 33d80 |  05 2b 7b 02 00 49 83 c0 01 48 85 db 4c 0f 4f c8    48 83 ec 08 48 8b 05 9d 71 07 00 48 8d 15 90 7b  | .+{..I...H..L.O.H...H...q..H...{ | 
| 33da0 |  02 00 53 48 8d 35 56 58 02 00 48 8b 38 31 c0 e8    dc 19 fd ff 58 be 00 63 00 00 5a 48 8d 0d 87 76  | ..SH.5VX..H.81......X..c..ZH...v | 
| 33dc0 |  02 00 ba 2a 11 00 00 48 8d 3d 4a 6a 02 00 45 31    e4 e8 da 1c fe ff 48 81 c4 c8 00 00 00 4c 89 e0  | ...*...H.=Jj..E1......H......L.. | 
| 33de0 |  5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 44 00 00    48 83 fa 01 0f 84 36 0c 00 00 48 83 fa 02 0f 85  | []A\A]A^A_...D..H.....6...H..... | 
| 33e00 |  56 ff ff ff 4c 8b 6e 08 4c 89 ac 24 98 00 00 00    4c 8b 3e 4c 89 bc 24 90 00 00 00 eb 28 0f 1f 00  | V...L.n.L..$....L.>L..$.....(... | 
| 33e20 |  f3 0f 6f 26 4c 8b 6e 08 48 8b 49 10 0f 29 a4 24    90 00 00 00 48 85 c9 0f 8f 06 12 00 00 4c 8b bc  | ..o&L.n.H.I..).$....H........L.. | 
| 33e40 |  24 90 00 00 00 48 c7 44 24 78 00 00 00 00 4c 89    ff 48 c7 84 24 80 00 00 00 00 00 00 00 48 c7 84  | $....H.D$x....L..H..$........H.. | 
| 33e60 |  24 88 00 00 00 00 00 00 00 e8 42 17 fd ff 48 89    44 24 08 48 83 f8 ff 0f 84 5b 0f 00 00 48 8b 05  | $.........B...H.D$.H.....[...H.. | 
| 33e80 |  9c 92 07 00 bf 0c 00 00 00 48 8b 98 28 02 00 00    ff 90 68 01 00 00 45 31 c9 b9 01 00 00 00 41 b8  | .........H..(.....h...E1......A. | 
| 33ea0 |  01 01 00 00 48 89 c6 ba 01 00 00 00 4c 89 ff ff    d3 48 89 44 24 78 49 89 c4 48 85 c0 0f 84 00 11  | ....H.......L....H.D$xI..H...... | 
| 33ec0 |  00 00 48 89 84 24 80 00 00 00 8b 00 83 c0 01 74    09 41 89 04 24 4c 8b 64 24 78 49 8b 04 24 85 c0  | ..H..$.........t.A..$L.d$xI..$.. | 
| 33ee0 |  78 0e 48 83 e8 01 49 89 04 24 0f 84 b0 0b 00 00    4c 8b 35 e9 89 07 00 48 8b 3d 42 80 07 00 48 c7  | x.H...I..$......L.5....H.=B...H. | 
| 33f00 |  44 24 78 00 00 00 00 4c 8b a4 24 80 00 00 00 48    c7 84 24 80 00 00 00 00 00 00 00 49 8b 56 18 4c  | D$x....L..$....H..$........I.V.L | 
| 33f20 |  89 f6 e8 39 16 fd ff 49 89 c7 48 85 c0 0f 84 d1    10 00 00 8b 00 83 c0 01 74 03 41 89 07 4c 89 7c  | ...9...I..H.............t.A..L.| | 
| 33f40 |  24 78 49 8b 47 08 48 8b 35 9b 83 07 00 4c 89 ff    48 8b 80 90 00 00 00 48 85 c0 0f 84 47 11 00 00  | $xI.G.H.5....L..H......H....G... | 
| 33f60 |  ff d0 48 89 44 24 10 48 89 84 24 88 00 00 00 48    8b 7c 24 78 48 85 c0 0f 84 00 11 00 00 48 8b 07  | ..H.D$.H..$....H.|$xH........H.. | 
| 33f80 |  85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 3f 0b 00    00 4c 8b 35 48 89 07 00 48 8b 3d a1 7f 07 00 48  | ..x.H...H....?...L.5H...H.=....H | 
| 33fa0 |  c7 44 24 78 00 00 00 00 49 8b 56 18 4c 89 f6 e8    ac 15 fd ff 48 89 44 24 20 48 89 c1 48 85 c0 0f  | .D$x....I.V.L.......H.D$.H..H... | 
| 33fc0 |  84 9a 11 00 00 8b 00 89 44 24 10 83 c0 01 74 02    89 01 48 8b 7c 24 20 48 8b 35 42 87 07 00 48 8b  | ........D$....t...H.|$.H.5B...H. | 
| 33fe0 |  47 08 48 8b 80 90 00 00 00 48 85 c0 0f 84 dd 11    00 00 ff d0 48 89 44 24 10 48 83 7c 24 10 00 0f  | G.H......H..........H.D$.H.|$... | 
| 34000 |  84 a4 11 00 00 48 8b 5c 24 20 48 8b 03 85 c0 78    0d 48 83 e8 01 48 89 03 0f 84 c2 0a 00 00 48 8b  | .....H.\$.H....x.H...H........H. | 
| 34020 |  44 24 10 48 8b 35 ce 6e 07 00 48 39 70 08 0f 84    cc 11 00 00 48 8b 5c 24 10 48 8b 05 f0 8d 07 00  | D$.H.5.n..H9p.......H.\$.H...... | 
| 34040 |  48 8d b4 24 a8 00 00 00 ba 02 00 00 00 48 c7 84    24 a0 00 00 00 00 00 00 00 48 89 df 4c 89 a4 24  | H..$.........H..$........H..L..$ | 
| 34060 |  a8 00 00 00 48 89 84 24 b0 00 00 00 e8 ff 16 fe    ff 49 89 d9 48 89 44 24 78 49 89 c7 4d 85 ff 0f  | ....H..$.........I..H.D$xI..M... | 
| 34080 |  84 63 11 00 00 49 8b 01 85 c0 78 0d 48 83 e8 01    49 89 01 0f 84 97 0a 00 00 48 8b bc 24 88 00 00  | .c...I....x.H...I........H..$... | 
| 340a0 |  00 48 8b 05 50 6e 07 00 48 39 47 08 0f 84 2a 12    00 00 48 8b 44 24 78 48 8d b4 24 a8 00 00 00 ba  | .H..Pn..H9G...*...H.D$xH..$..... | 
| 340c0 |  01 00 00 00 48 c7 84 24 a0 00 00 00 00 00 00 00    48 89 84 24 a8 00 00 00 e8 93 16 fe ff 48 89 84  | ....H..$........H..$.........H.. | 
| 340e0 |  24 80 00 00 00 48 8b 7c 24 78 48 8b 07 85 c0 78    0d 48 83 e8 01 48 89 07 0f 84 42 0a 00 00 48 8b  | $....H.|$xH....x.H...H....B...H. | 
| 34100 |  bc 24 80 00 00 00 48 c7 44 24 78 00 00 00 00 48    85 ff 0f 84 ae 11 00 00 4c 8b 84 24 88 00 00 00  | .$....H.D$x....H........L..$.... | 
| 34120 |  49 8b 00 85 c0 78 15 48 83 e8 01 49 89 00 0f 84    94 0c 00 00 48 8b bc 24 80 00 00 00 48 3b 3d 3d  | I....x.H...I........H..$....H;== | 
| 34140 |  6e 07 00 48 c7 84 24 88 00 00 00 00 00 00 00 0f    94 c0 48 3b 3d ef 6d 07 00 0f 94 c2 08 c2 0f 85  | n..H..$...........H;=.m......... | 
| 34160 |  dc 08 00 00 48 39 ef 0f 84 d3 08 00 00 e8 6e 14    fd ff 89 c3 85 c0 0f 88 38 12 00 00 48 8b bc 24  | ....H9........n.........8...H..$ | 
| 34180 |  80 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48    89 07 0f 84 20 0e 00 00 48 c7 84 24 80 00 00 00  | ....H....x.H...H........H..$.... | 
| 341a0 |  00 00 00 00 85 db 0f 85 5e 12 00 00 49 8b 5c 24    10 49 39 ed 0f 84 a6 0b 00 00 e8 11 0f fd ff 48  | ........^...I.\$.I9............H | 
| 341c0 |  89 44 24 28 4c 8b 70 68 0f 1f 84 00 00 00 00 00    4d 8b 16 49 39 ea 74 09 4d 85 d2 0f 85 0f 09 00  | .D$(L.ph........M..I9.t.M....... | 
| 341e0 |  00 4d 8b 76 08 4d 85 f6 75 e6 48 c7 44 24 10 00    00 00 00 45 31 d2 48 8b 2d 3b 87 07 00 48 8b 3d  | .M.v.M..u.H.D$.....E1.H.-;...H.= | 
| 34200 |  3c 7d 07 00 4c 89 54 24 18 48 8b 55 18 48 89 ee    e8 4b 13 fd ff 4c 8b 54 24 18 48 85 c0 48 89 c7  | <}..L.T$.H.U.H...K...L.T$.H..H.. | 
| 34220 |  0f 84 79 13 00 00 8b 00 83 c0 01 74 02 89 07 48    89 bc 24 80 00 00 00 48 8b 47 08 48 8b 35 d6 83  | ..y........t...H..$....H.G.H.5.. | 
| 34240 |  07 00 4c 89 54 24 18 48 8b 80 90 00 00 00 48 85    c0 0f 84 0e 16 00 00 ff d0 4c 8b 54 24 18 48 89  | ..L.T$.H......H..........L.T$.H. | 
| 34260 |  c7 48 89 7c 24 78 4c 8b 8c 24 80 00 00 00 48 85    ff 0f 84 e4 15 00 00 49 8b 01 85 c0 78 12 48 83  | .H.|$xL..$....H........I....x.H. | 
| 34280 |  e8 01 49 89 01 0f 84 f6 10 00 00 48 8b 7c 24 78    48 8b 0d 61 6c 07 00 48 8d b4 24 a8 00 00 00 ba  | ..I........H.|$xH..al..H..$..... | 
| 342a0 |  01 00 00 00 31 c0 48 c7 84 24 80 00 00 00 00 00    00 00 48 39 4f 08 0f 84 2d 16 00 00 66 48 0f 6e  | ....1.H..$........H9O...-...fH.n | 
| 342c0 |  c0 66 49 0f 6e ed 4c 89 54 24 18 66 0f 6c c5 0f    29 84 24 a0 00 00 00 e8 94 14 fe ff 48 8b bc 24  | .fI.n.L.T$.f.l..).$.........H..$ | 
| 342e0 |  80 00 00 00 4c 8b 54 24 18 48 89 84 24 88 00 00    00 48 85 ff 74 1c 48 8b 17 85 d2 78 15 48 83 ea  | ....L.T$.H..$....H..t.H....x.H.. | 
| 34300 |  01 48 89 17 0f 84 c1 0d 00 00 48 8b 84 24 88 00    00 00 48 c7 84 24 80 00 00 00 00 00 00 00 48 8b  | .H........H..$....H..$........H. | 
| 34320 |  7c 24 78 48 85 c0 0f 84 aa 15 00 00 48 8b 07 85    c0 78 0d 48 83 e8 01 48 89 07 0f 84 ac 10 00 00  | |$xH........H....x.H...H........ | 
| 34340 |  48 8b 7c 24 08 4c 89 54 24 18 48 c7 44 24 78 00    00 00 00 e8 a8 10 fd ff 4c 8b 54 24 18 48 85 c0  | H.|$.L.T$.H.D$x.........L.T$.H.. | 
| 34360 |  48 89 44 24 78 0f 84 85 16 00 00 bf 02 00 00 00    e8 3b 11 fd ff 4c 8b 54 24 18 48 85 c0 48 89 84  | H.D$x............;...L.T$.H..H.. | 
| 34380 |  24 80 00 00 00 49 89 c7 0f 84 db 16 00 00 f3 0f    7e 84 24 88 00 00 00 48 c7 84 24 80 00 00 00 00  | $....I..........~.$....H..$..... | 
| 343a0 |  00 00 00 48 c7 84 24 88 00 00 00 00 00 00 00 0f    16 44 24 78 48 c7 44 24 78 00 00 00 00 0f 11 40  | ...H..$..........D$xH.D$x......@ | 
| 343c0 |  18 4d 85 f6 74 14 49 8b 06 85 c0 78 0d 48 83 e8    01 49 89 06 0f 84 5c 0d 00 00 4d 85 d2 74 14 49  | .M..t.I....x.H...I....\...M..t.I | 
| 343e0 |  8b 02 85 c0 78 0d 48 83 e8 01 49 89 02 0f 84 55    0d 00 00 48 8b 74 24 10 48 85 f6 74 14 48 8b 06  | ....x.H...I....U...H.t$.H..t.H.. | 
| 34400 |  85 c0 78 0d 48 83 e8 01 48 89 06 0f 84 ad 0c 00    00 48 8b 2d c8 84 07 00 48 8b 3d 21 7b 07 00 48  | ..x.H...H........H.-....H.=!{..H | 
| 34420 |  8b 55 18 48 89 ee e8 35 11 fd ff 49 89 c1 48 85    c0 0f 84 c5 10 00 00 8b 00 83 c0 01 74 03 41 89  | .U.H...5...I..H.............t.A. | 
| 34440 |  01 4c 89 4c 24 78 49 8b 41 08 48 8b 35 9f 89 07    00 4c 89 cf 48 8b 80 90 00 00 00 48 85 c0 0f 84  | .L.L$xI.A.H.5....L..H......H.... | 
| 34460 |  21 11 00 00 ff d0 48 89 84 24 80 00 00 00 48 8b    7c 24 78 48 85 c0 0f 84 13 11 00 00 48 8b 07 85  | !.....H..$....H.|$xH........H... | 
| 34480 |  c0 78 0d 48 83 e8 01 48 89 07 0f 84 4e 0d 00 00    48 8b 2d 49 84 07 00 48 8b 3d a2 7a 07 00 48 c7  | .x.H...H....N...H.-I...H.=.z..H. | 
| 344a0 |  44 24 78 00 00 00 00 48 8b 55 18 48 89 ee e8 ad    10 fd ff 49 89 c1 48 85 c0 0f 84 46 13 00 00 8b  | D$x....H.U.H.......I..H....F.... | 
| 344c0 |  00 83 c0 01 74 03 41 89 01 4c 89 4c 24 78 49 8b    41 08 48 8b 35 5f 80 07 00 4c 89 cf 48 8b 80 90  | ....t.A..L.L$xI.A.H.5_...L..H... | 
| 344e0 |  00 00 00 48 85 c0 0f 84 8b 13 00 00 ff d0 48 89    44 24 10 48 83 7c 24 10 00 48 8b 7c 24 78 0f 84  | ...H..........H.D$.H.|$..H.|$x.. | 
| 34500 |  ab 13 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48    89 07 0f 84 85 0e 00 00 48 8b bc 24 80 00 00 00  | ....H....x.H...H........H..$.... | 
| 34520 |  ba 02 00 00 00 31 c0 48 c7 44 24 78 00 00 00 00    48 8b 0d c1 69 07 00 48 8d b4 24 a8 00 00 00 48  | .....1.H.D$x....H...i..H..$....H | 
| 34540 |  39 4f 08 0f 84 38 14 00 00 66 48 0f 6e c0 66 49    0f 6e f7 48 8b 44 24 10 66 0f 6c c6 48 89 84 24  | 9O...8...fH.n.fI.n.H.D$.f.l.H..$ | 
| 34560 |  b0 00 00 00 0f 29 84 24 a0 00 00 00 e8 ff 11 fe    ff 48 8b 7c 24 78 48 89 84 24 88 00 00 00 48 85  | .....).$.........H.|$xH..$....H. | 
| 34580 |  ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89    07 0f 84 50 0b 00 00 48 c7 44 24 78 00 00 00 00  | .t.H....x.H...H....P...H.D$x.... | 
| 345a0 |  48 8b 74 24 10 48 8b 06 85 c0 78 0d 48 83 e8 01    48 89 06 0f 84 ee 0d 00 00 48 8b 84 24 88 00 00  | H.t$.H....x.H...H........H..$... | 
| 345c0 |  00 48 89 44 24 28 48 85 c0 0f 84 86 13 00 00 48    8b bc 24 80 00 00 00 48 8b 07 85 c0 78 1a 48 83  | .H.D$(H........H..$....H....x.H. | 
| 345e0 |  e8 01 48 89 07 0f 84 15 0e 00 00 48 8b 84 24 88    00 00 00 48 89 44 24 28 48 8b 74 24 28 48 c7 84  | ..H........H..$....H.D$(H.t$(H.. | 
| 34600 |  24 80 00 00 00 00 00 00 00 8b 06 48 89 74 24 10    89 44 24 18 83 c0 01 74 0f 89 06 48 8b 84 24 88  | $..........H.t$..D$....t...H..$. | 
| 34620 |  00 00 00 48 89 44 24 10 48 8b 44 24 10 48 c7 84    24 88 00 00 00 00 00 00 00 48 8b 70 10 48 8b 78  | ...H.D$.H.D$.H..$........H.p.H.x | 
| 34640 |  20 48 89 74 24 18 8b 70 18 48 8b 05 d0 8a 07 00    ff 90 f0 04 00 00 4c 8b 74 24 30 48 8b 35 8e 7e  | .H.t$..p.H............L.t$0H.5.~ | 
| 34660 |  07 00 48 89 44 24 38 49 8b be e8 00 00 00 e8 7d    f8 fd ff 48 89 44 24 20 48 85 c0 0f 84 b7 13 00  | ..H.D$8I.......}...H.D$.H....... | 
| 34680 |  00 49 8b be e8 00 00 00 48 8b 35 49 7e 07 00 e8    5c f8 fd ff 48 89 84 24 80 00 00 00 48 85 c0 0f  | .I......H.5I~...\...H..$....H... | 
| 346a0 |  84 1b 0e 00 00 48 8b 35 4c 68 07 00 48 39 70 08    0f 85 a1 0e 00 00 48 8b 68 18 48 85 ed 0f 84 94  | .....H.5Lh..H9p.......H.h.H..... | 
| 346c0 |  0e 00 00 48 8b 78 10 8b 45 00 83 c0 01 74 03 89    45 00 8b 07 83 c0 01 74 02 89 07 4c 8b 84 24 80  | ...H.x..E....t..E......t...L..$. | 
| 346e0 |  00 00 00 48 89 bc 24 80 00 00 00 49 8b 00 85 c0    78 15 48 83 e8 01 49 89 00 0f 84 09 0a 00 00 48  | ...H..$....I....x.H...I........H | 
| 34700 |  8b bc 24 80 00 00 00 48 8d b4 24 a0 00 00 00 ba    01 00 00 00 48 89 ac 24 a0 00 00 00 48 c7 84 24  | ..$....H..$.........H..$....H..$ | 
| 34720 |  a8 00 00 00 00 00 00 00 e8 43 10 fe ff 48 89 84    24 88 00 00 00 48 89 c7 48 8b 45 00 85 c0 78 16  | .........C...H..$....H..H.E...x. | 
| 34740 |  48 83 e8 01 48 89 45 00 0f 84 00 11 00 00 48 8b    bc 24 88 00 00 00 41 bd e2 64 00 00 48 85 ff 0f  | H...H.E.......H..$....A..d..H... | 
| 34760 |  84 61 0d 00 00 4c 8b 84 24 80 00 00 00 49 8b 00    85 c0 78 15 48 83 e8 01 49 89 00 0f 84 7a 09 00  | .a...L..$....I....x.H...I....z.. | 
| 34780 |  00 48 8b bc 24 88 00 00 00 48 c7 84 24 80 00 00    00 00 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01  | .H..$....H..$........H....x.H... | 
| 347a0 |  48 89 07 0f 84 48 09 00 00 48 c7 84 24 88 00 00    00 00 00 00 00 e8 16 0f fd ff 48 83 7c 24 38 00  | H....H...H..$.............H.|$8. | 
| 347c0 |  48 89 44 24 58 0f 8e 0d 01 00 00 48 8b 74 24 08    4c 89 7c 24 60 45 31 f6 48 8b 6c 24 18 4c 89 64  | H.D$X......H.t$.L.|$`E1.H.l$.L.d | 
| 347e0 |  24 68 48 8d 04 f5 00 00 00 00 48 89 44 24 40 48    89 f0 48 d1 e8 48 c1 e0 04 48 89 44 24 48 48 89  | $hH.......H.D$@H..H..H...H.D$HH. | 
| 34800 |  f0 48 83 e6 fe 48 89 74 24 50 49 89 c4 0f 1f 00    4d 85 e4 0f 8e a2 00 00 00 48 8b 44 24 30 66 0f  | .H...H.t$PI.....M........H.D$0f. | 
| 34820 |  ef d2 45 31 ff 4c 8d 68 48 0f 1f 80 00 00 00 00    f2 42 0f 10 04 fb 4c 89 ef f2 0f 11 54 24 08 e8  | ..E1.L.hH........B....L.....T$.. | 
| 34840 |  3c 29 02 00 f2 0f 10 54 24 08 f2 42 0f 11 44 fd    00 49 83 c7 01 f2 0f 58 d0 4d 39 fc 75 d2 f2 0f  | <).....T$..B..D..I.....X.M9.u... | 
| 34860 |  10 0d d2 b6 06 00 f2 0f 5e ca 49 83 fc 01 0f 84    89 07 00 00 48 8b 44 24 48 f2 0f 12 d1 48 8d 0c  | ........^.I.........H.D$H....H.. | 
| 34880 |  28 48 89 e8 0f 1f 40 00 66 0f 10 00 48 83 c0 10    66 0f 59 c2 0f 11 40 f0 48 39 c1 75 eb 48 8b 44  | (H....@.f...H...f.Y...@.H9.u.H.D | 
| 348a0 |  24 50 49 39 c4 74 14 48 8b 4c 24 18 4c 01 f0 48    8d 04 c1 f2 0f 59 08 f2 0f 11 08 4d 01 e6 48 03  | $PI9.t.H.L$.L..H.....Y.....M..H. | 
| 348c0 |  6c 24 40 4c 39 74 24 38 0f 8f 42 ff ff ff 4c 8b    7c 24 60 4c 8b 64 24 68 48 8b 7c 24 58 e8 0e 08  | l$@L9t$8..B...L.|$`L.d$hH.|$X... | 
| 348e0 |  fd ff 48 8b 5c 24 20 48 8b 35 d2 85 07 00 31 d2    48 89 df e8 e8 ec fd ff 49 89 c1 48 8b 03 85 c0  | ..H.\$.H.5....1.H.......I..H.... | 
| 34900 |  78 12 48 8b 5c 24 20 48 83 e8 01 48 89 03 0f 84    0b 08 00 00 4d 85 c9 0f 84 72 12 00 00 49 8b 01  | x.H.\$.H...H........M....r...I.. | 
| 34920 |  85 c0 78 11 48 83 e8 01 49 89 01 75 08 4c 89 cf    e8 9b 08 fd ff 48 8b 5c 24 28 8b 03 89 44 24 08  | ..x.H...I..u.L.......H.\$(...D$. | 
| 34940 |  83 c0 01 74 02 89 03 49 8b 04 24 85 c0 78 0e 48    83 e8 01 49 89 04 24 0f 84 b8 07 00 00 48 8b 44  | ...t...I..$..x.H...I..$......H.D | 
| 34960 |  24 10 4c 8b 64 24 28 48 8b 00 85 c0 78 19 66 90    48 8b 74 24 10 48 83 e8 01 48 89 06 0f 84 2e 01  | $.L.d$(H....x.f.H.t$.H...H...... | 
| 34980 |  00 00 4d 85 ff 74 14 49 8b 07 85 c0 78 0d 48 83    e8 01 49 89 07 0f 84 25 01 00 00 48 8b 54 24 28  | ..M..t.I....x.H...I....%...H.T$( | 
| 349a0 |  48 85 d2 0f 84 2d f4 ff ff 48 8b 02 85 c0 0f 88    22 f4 ff ff 48 83 e8 01 48 89 02 0f 85 15 f4 ff  | H....-...H......"...H...H....... | 
| 349c0 |  ff 48 89 d7 e8 07 08 fd ff e9 08 f4 ff ff 66 90    4c 8b 69 10 4c 8b 3d fd 78 07 00 31 c0 4d 85 ed  | .H............f.L.i.L.=.x..1.M.. | 
| 349e0 |  7f 1b e9 1d 03 00 00 66 0f 1f 84 00 00 00 00 00    48 83 c0 01 4c 39 e8 0f 84 53 01 00 00 4d 3b 7c  | .......f........H...L9...S...M;| | 
| 34a00 |  c4 18 75 ec 4d 8b 3c c6 4c 89 bc 24 90 00 00 00    4d 85 ff 0f 84 f7 02 00 00 49 8d 4d ff 48 85 c9  | ..u.M.<.L..$....M........I.M.H.. | 
| 34a20 |  7f 42 4c 8b ac 24 98 00 00 00 e9 16 f4 ff ff 90    49 89 ed e9 d8 f3 ff ff 0f 1f 84 00 00 00 00 00  | .BL..$..........I............... | 
| 34a40 |  0f b6 d8 e9 3c f7 ff ff 0f 1f 84 00 00 00 00 00    4c 8b 3e 48 8b 49 10 4c 89 bc 24 90 00 00 00 48  | ....<...........L.>H.I.L..$....H | 
| 34a60 |  85 c9 7e be 48 8b 15 75 81 07 00 4c 89 f6 4c 89    e7 48 89 4c 24 08 e8 65 ff fd ff 49 89 c5 48 85  | ..~.H..u...L..L..H.L$..e...I..H. | 
| 34a80 |  c0 0f 84 21 0a 00 00 48 8b 4c 24 08 48 89 84 24    98 00 00 00 48 83 e9 01 e9 97 f3 ff ff 0f 1f 00  | ...!...H.L$.H..$....H........... | 
| 34aa0 |  4c 89 e7 e8 28 07 fd ff e9 43 f4 ff ff 0f 1f 00    48 89 f7 e8 18 07 fd ff e9 c5 fe ff ff 0f 1f 00  | L...(....C......H............... | 
| 34ac0 |  4c 89 ff e8 08 07 fd ff e9 ce fe ff ff 0f 1f 00    e8 fb 06 fd ff e9 b7 f4 ff ff 66 0f 1f 44 00 00  | L.........................f..D.. | 
| 34ae0 |  48 89 df e8 e8 06 fd ff e9 31 f5 ff ff 0f 1f 00    41 8b 02 83 c0 01 74 03 41 89 02 4d 8b 72 08 41  | H........1......A.....t.A..M.r.A | 
| 34b00 |  8b 06 83 c0 01 74 03 41 89 06 4c 89 d7 4c 89 54    24 18 e8 89 07 fd ff 4c 8b 54 24 18 48 89 44 24  | .....t.A..L..L.T$......L.T$.H.D$ | 
| 34b20 |  10 e9 d0 f6 ff ff 66 2e 0f 1f 84 00 00 00 00 00    4c 89 cf e8 98 06 fd ff e9 5c f5 ff ff 0f 1f 00  | ......f.........L........\...... | 
| 34b40 |  e8 8b 06 fd ff e9 b4 f5 ff ff 66 0f 1f 44 00 00    49 8d 47 28 45 31 c0 4c 89 74 24 08 49 89 de 48  | ..........f..D..I.G(E1.L.t$.I..H | 
| 34b60 |  89 44 24 10 4c 89 eb 4d 89 e5 4d 89 fc 4d 89 c7    4b 8b 74 fd 18 49 39 f4 0f 84 c2 01 00 00 48 8b  | .D$.L..M..M..M..K.t..I9.......H. | 
| 34b80 |  05 4b 64 07 00 49 39 44 24 08 0f 94 c2 48 39 46    08 0f 94 c0 84 d2 0f 84 dc 00 00 00 84 c0 0f 84  | .Kd..I9D$....H9F................ | 
| 34ba0 |  d4 00 00 00 49 8b 54 24 10 48 3b 56 10 0f 85 ad    00 00 00 48 8b 46 18 49 8b 7c 24 18 48 39 c7 41  | ....I.T$.H;V.......H.F.I.|$.H9.A | 
| 34bc0 |  0f 95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74 0a 48    83 ff ff 0f 85 87 00 00 00 45 0f b6 4c 24 20 44  | ...H......A..t.H.........E..L$.D | 
| 34be0 |  0f b6 46 20 44 89 c8 44 89 c7 c0 e8 02 40 c0 ef    02 83 e0 07 83 e7 07 40 38 f8 75 64 41 f6 c1 20  | ..F.D..D.....@.........@8.udA... | 
| 34c00 |  0f 85 95 0c 00 00 49 8b 7c 24 38 41 f6 c0 20 0f    85 71 0c 00 00 48 8b 76 38 44 0f b6 c0 41 83 f8  | ......I.|$8A.....q...H.v8D...A.. | 
| 34c20 |  01 0f 84 22 0f 00 00 41 83 f8 02 0f 84 7e 0f 00    00 44 8b 07 44 8b 0e 45 39 c1 75 24 48 83 fa 01  | ..."...A.....~...D..D..E9.u$H... | 
| 34c40 |  0f 84 fa 00 00 00 0f b6 c0 48 0f af d0 e8 be 07    fd ff 85 c0 0f 94 c0 0f b6 c0 0f 84 8f 00 00 00  | .........H...................... | 
| 34c60 |  49 83 c7 01 49 39 df 0f 85 03 ff ff ff 4c 89 f3    e9 8f 00 00 00 0f 1f 00 49 39 ec 75 04 84 c0 75  | I...I9.......L..........I9.u...u | 
| 34c80 |  df 48 39 ee 75 04 84 d2 75 d6 4c 89 e7 ba 02 00    00 00 e8 89 05 fd ff 48 89 c7 48 85 c0 74 ce 48  | .H9.u...u.L............H..H..t.H | 
| 34ca0 |  3b 05 da 62 07 00 0f 94 c0 48 3b 3d 98 62 07 00    0f 94 c2 08 c2 0f 85 fb 03 00 00 48 39 ef 0f 84  | ;..b.....H;=.b.............H9... | 
| 34cc0 |  f2 03 00 00 48 89 7c 24 18 e8 12 09 fd ff 48 8b    7c 24 18 48 8b 17 85 d2 78 0d 48 83 ea 01 48 89  | ....H.|$......H.|$.H....x.H...H. | 
| 34ce0 |  17 0f 84 5e 08 00 00 85 c0 0f 84 71 ff ff ff 4d    89 ec 4d 89 f8 49 89 dd 4c 89 f3 4c 8b 74 24 08  | ...^.......q...M..M..I..L..L.t$. | 
| 34d00 |  85 c0 79 4d 48 c7 84 24 90 00 00 00 00 00 00 00    e8 0b 08 fd ff 48 8d 0d 13 67 02 00 41 b8 01 00  | ..yMH..$.............H...g..A... | 
| 34d20 |  00 00 4c 8d 0d 05 67 02 00 48 85 c0 0f 84 5e f0    ff ff be e4 62 00 00 e9 7f f0 ff ff 0f 1f 40 00  | ..L...g..H....^.....b.........@. | 
| 34d40 |  4d 89 ec 49 89 dd 4c 89 f3 4c 8b 74 24 08 4d 89    f8 4f 8b 3c c6 e9 ae fc ff ff 66 0f 1f 44 00 00  | M..I..L..L.t$.M..O.<......f..D.. | 
| 34d60 |  48 8b 7c 24 08 e8 96 06 fd ff 48 89 84 24 80 00    00 00 49 89 c7 48 85 c0 0f 84 fc 0d 00 00 bf 01  | H.|$......H..$....I..H.......... | 
| 34d80 |  00 00 00 e8 28 07 fd ff 48 89 84 24 88 00 00 00    49 89 c7 48 85 c0 0f 84 2a 0e 00 00 48 8b 84 24  | ....(...H..$....I..H....*...H..$ | 
| 34da0 |  80 00 00 00 48 c7 84 24 88 00 00 00 00 00 00 00    48 c7 84 24 80 00 00 00 00 00 00 00 49 89 47 18  | ....H..$........H..$........I.G. | 
| 34dc0 |  e9 4c f6 ff ff 0f 1f 00 4c 89 c7 e8 00 04 fd ff    e9 5f f3 ff ff 0f 1f 00 48 8b 7c 24 78 41 bd 46  | .L......L........_......H.|$xA.F | 
| 34de0 |  63 00 00 31 ed 45 31 c9 48 c7 44 24 20 00 00 00    00 bb 9a 11 00 00 45 31 ff 45 31 e4 48 c7 44 24  | c..1.E1.H.D$..........E1.E1.H.D$ | 
| 34e00 |  28 00 00 00 00 48 c7 44 24 10 00 00 00 00 48 85    ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89  | (....H.D$.....H..t.H....x.H...H. | 
| 34e20 |  07 0f 84 59 01 00 00 48 8b bc 24 80 00 00 00 48    85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48  | ...Y...H..$....H..t.H....x.H...H | 
| 34e40 |  89 07 0f 84 d8 00 00 00 48 8b bc 24 88 00 00 00    48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01  | ........H..$....H..t.H....x.H... | 
| 34e60 |  48 89 07 0f 84 cf 00 00 00 48 8b 54 24 20 48 85    d2 74 14 48 8b 02 85 c0 78 0d 48 83 e8 01 48 89  | H........H.T$.H..t.H....x.H...H. | 
| 34e80 |  02 0f 84 c9 00 00 00 4d 85 c9 74 14 49 8b 01 85    c0 78 0d 48 83 e8 01 49 89 01 0f 84 d0 00 00 00  | .......M..t.I....x.H...I........ | 
| 34ea0 |  48 85 ed 74 12 48 8b 45 00 85 c0 78 0a 48 83 e8    01 48 89 45 00 74 59 48 8d 0d 8b 65 02 00 89 da  | H..t.H.E...x.H...H.E.tYH...e.... | 
| 34ec0 |  44 89 ee 48 8d 3d 4e 59 02 00 e8 e1 0b fe ff 4d    85 e4 74 19 49 8b 04 24 85 c0 78 0e 48 83 e8 01  | D..H.=NY.......M..t.I..$..x.H... | 
| 34ee0 |  49 89 04 24 0f 84 b6 00 00 00 45 31 e4 48 8b 44    24 10 48 85 c0 0f 84 87 fa ff ff 48 8b 00 85 c0  | I..$......E1.H.D$.H........H.... | 
| 34f00 |  0f 89 6a fa ff ff e9 77 fa ff ff 0f 1f 44 00 00    48 89 ef e8 b8 02 fd ff eb 9d 66 0f 1f 44 00 00  | ..j....w.....D..H.........f..D.. | 
| 34f20 |  4c 89 4c 24 08 e8 a6 02 fd ff 4c 8b 4c 24 08 e9    14 ff ff ff 0f 1f 40 00 4c 89 4c 24 08 e8 8e 02  | L.L$......L.L$........@.L.L$.... | 
| 34f40 |  fd ff 4c 8b 4c 24 08 e9 1d ff ff ff 0f 1f 40 00    48 89 d7 4c 89 4c 24 08 e8 73 02 fd ff 4c 8b 4c  | ..L.L$........@.H..L.L$..s...L.L | 
| 34f60 |  24 08 e9 20 ff ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 cf e8 58 02 fd ff e9 23 ff ff ff 0f 1f 00  | $......f........L...X....#...... | 
| 34f80 |  4c 89 4c 24 08 e8 46 02 fd ff 48 8b bc 24 80 00    00 00 4c 8b 4c 24 08 e9 93 fe ff ff 0f 1f 40 00  | L.L$..F...H..$....L.L$........@. | 
| 34fa0 |  31 db 4c 89 e7 49 89 dc e8 23 02 fd ff e9 3b ff    ff ff 66 0f 1f 44 00 00 e8 13 02 fd ff e9 d6 f1  | 1.L..I...#....;...f..D.......... | 
| 34fc0 |  ff ff 48 8b bc 24 80 00 00 00 45 31 c9 45 31 ff    41 bd 50 63 00 00 bb 9b 11 00 00 48 c7 44 24 28  | ..H..$....E1.E1.A.Pc.......H.D$( | 
| 34fe0 |  00 00 00 00 31 ed 48 c7 44 24 10 00 00 00 00 48    c7 44 24 20 00 00 00 00 e9 32 fe ff ff 31 c0 e9  | ....1.H.D$.....H.D$......2...1.. | 
| 35000 |  a3 f8 ff ff e8 17 05 fd ff 48 85 c0 0f 85 1e 0c    00 00 4c 89 f7 e8 06 d7 fe ff 48 89 44 24 78 49  | .........H........L.......H.D$xI | 
| 35020 |  89 c7 48 85 c0 0f 85 17 ef ff ff 48 8b bc 24 80    00 00 00 45 31 c9 41 bd 5f 63 00 00 bb 9e 11 00  | ..H........H..$....E1.A._c...... | 
| 35040 |  00 eb 98 4c 8d 0d e8 68 02 00 49 89 d8 4c 89 f6    4c 89 e7 48 8d 8c 24 90 00 00 00 48 8d 94 24 a0  | ...L...h..I..L..L..H..$....H..$. | 
| 35060 |  00 00 00 e8 b8 fd fd ff 85 c0 0f 88 e5 00 00 00    4c 8b bc 24 90 00 00 00 e9 a5 f9 ff ff 31 ed 45  | ................L..$.........1.E | 
| 35080 |  31 c9 45 31 ff 41 bd 61 63 00 00 48 c7 44 24 20    00 00 00 00 bb 9e 11 00 00 48 c7 44 24 28 00 00  | 1.E1.A.ac..H.D$..........H.D$(.. | 
| 350a0 |  00 00 e9 67 fd ff ff e8 54 07 fd ff 48 89 44 24    10 e9 b1 ee ff ff 0f b6 c0 e9 15 fc ff ff 48 89  | ...g....T...H.D$..............H. | 
| 350c0 |  f7 e8 0a 01 fd ff e9 46 f3 ff ff 4c 89 54 24 18    e8 fb 00 fd ff 48 8b 84 24 88 00 00 00 4c 8b 54  | .......F...L.T$......H..$....L.T | 
| 350e0 |  24 18 e9 2b f2 ff ff e8 e4 00 fd ff e9 a6 f4 ff    ff e8 da 00 fd ff e9 ae f6 ff ff 4c 89 c7 e8 cd  | $..+.......................L.... | 
| 35100 |  00 fd ff e9 79 f6 ff ff 4c 89 c7 e8 c0 00 fd ff    e9 ea f5 ff ff 48 8b 5c 24 28 e9 83 fe ff ff 48  | ....y...L............H.\$(.....H | 
| 35120 |  89 df 4c 89 4c 24 08 e8 a4 00 fd ff 4c 8b 4c 24    08 e9 de f7 ff ff 4c 89 f7 e8 92 00 fd ff 4c 8b  | ..L.L$......L.L$......L.......L. | 
| 35140 |  54 24 18 e9 92 f2 ff ff 4c 89 d7 e8 80 00 fd ff    e9 9e f2 ff ff be f0 62 00 00 e9 5c ec ff ff e8  | T$......L..............b...\.... | 
| 35160 |  bc 03 fd ff 48 85 c0 0f 85 9e 0b 00 00 4c 89 f7    e8 ab d5 fe ff 48 89 44 24 10 48 85 c0 0f 85 af  | ....H........L.......H.D$.H..... | 
| 35180 |  0c 00 00 48 8b 7c 24 78 31 ed 45 31 c9 45 31 ff    48 c7 44 24 28 00 00 00 00 41 bd 64 63 00 00 bb  | ...H.|$x1.E1.E1.H.D$(....A.dc... | 
| 351a0 |  9e 11 00 00 e9 65 fc ff ff 48 8b 7c 24 78 31 ed    45 31 c9 45 31 ff 48 c7 44 24 28 00 00 00 00 41  | .....e...H.|$x1.E1.E1.H.D$(....A | 
| 351c0 |  bd 66 63 00 00 bb 9e 11 00 00 e9 3f fc ff ff e8    2c 06 fd ff 48 89 44 24 10 e9 1b ee ff ff e8 ed  | .fc........?....,...H.D$........ | 
| 351e0 |  ff fc ff e9 a8 f2 ff ff 48 8b bc 24 80 00 00 00    41 bd 7b 63 00 00 bb 9e 11 00 00 e9 db fd ff ff  | ........H..$....A.{c............ | 
| 35200 |  4c 8b 70 18 4d 85 f6 0f 84 27 ee ff ff 4c 8b 48    10 41 8b 06 83 c0 01 74 03 41 89 06 41 8b 01 83  | L.p.M....'...L.H.A.....t.A..A... | 
| 35220 |  c0 01 74 03 41 89 01 48 8b 5c 24 10 48 8b 03 85    c0 78 0d 48 83 e8 01 48 89 03 0f 84 16 09 00 00  | ..t.A..H.\$.H....x.H...H........ | 
| 35240 |  48 8b 05 e9 7b 07 00 66 49 0f 6e dc 66 49 0f 6e    c6 4c 89 cf 66 0f 6c c3 ba 03 00 00 00 4c 89 4c  | H...{..fI.n.fI.n.L..f.l......L.L | 
| 35260 |  24 10 48 8d b4 24 a0 00 00 00 48 89 84 24 b0 00    00 00 0f 29 84 24 a0 00 00 00 e8 f1 04 fe ff 4c  | $.H..$....H..$.....).$.........L | 
| 35280 |  8b 4c 24 10 48 89 44 24 78 49 89 c7 49 8b 06 85    c0 0f 88 e5 ed ff ff 48 83 e8 01 49 89 06 74 0a  | .L$.H.D$xI..I..........H...I..t. | 
| 352a0 |  4c 8b 7c 24 78 e9 d2 ed ff ff 4c 89 f7 4c 89 4c    24 10 e8 19 ff fc ff 4c 8b 7c 24 78 4c 8b 4c 24  | L.|$x.....L..L.L$......L.|$xL.L$ | 
| 352c0 |  10 e9 b6 ed ff ff 45 31 c9 45 31 ff 41 bd 92 63    00 00 bb 9e 11 00 00 e9 ff fc ff ff 4c 8b 7f 18  | ......E1.E1.A..c............L... | 
| 352e0 |  4d 85 ff 0f 84 c9 ed ff ff 41 8b 07 48 8b 7f 10    83 c0 01 74 03 41 89 07 8b 07 83 c0 01 74 02 89  | M........A..H......t.A.......t.. | 
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| 35340 |  89 bc 24 a0 00 00 00 48 89 84 24 a8 00 00 00 e8    1c 04 fe ff 48 89 84 24 80 00 00 00 49 8b 07 85  | ..$....H..$.........H..$....I... | 
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| 35400 |  e8 cb fd fc ff e9 e1 f1 ff ff 48 8b 35 97 7b 07    00 48 8b 3d 30 7c 07 00 31 d2 e8 c1 e1 fd ff 48  | ..........H.5.{..H.=0|..1......H | 
| 35420 |  89 84 24 80 00 00 00 49 89 c7 48 85 c0 0f 84 76    09 00 00 48 89 c7 e8 95 f4 fd ff 48 8b bc 24 80  | ..$....I..H....v...H.......H..$. | 
| 35440 |  00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89    07 0f 84 12 08 00 00 48 8b 7c 24 78 41 bd a5 63  | ...H....x.H...H........H.|$xA..c | 
| 35460 |  00 00 bb 9f 11 00 00 45 31 ff 48 c7 84 24 80 00    00 00 00 00 00 00 48 c7 44 24 28 00 00 00 00 31  | .......E1.H..$........H.D$(....1 | 
| 35480 |  ed 45 31 c9 48 c7 44 24 10 00 00 00 00 48 c7 44    24 20 00 00 00 00 48 85 ff 0f 85 74 f9 ff ff e9  | .E1.H.D$.....H.D$.....H....t.... | 
| 354a0 |  a4 f9 ff ff 0f 1f 40 00 e8 73 00 fd ff 48 85 c0    0f 84 8d fb ff ff be eb 62 00 00 e9 fb e8 ff ff  | ......@..s...H..........b....... | 
| 354c0 |  41 bd ce 64 00 00 48 8b 5c 24 20 48 8b 03 85 c0    78 0d 48 83 e8 01 48 89 03 0f 84 94 07 00 00 48  | A..d..H.\$.H....x.H...H........H | 
| 354e0 |  8b 7c 24 78 bb b0 11 00 00 31 ed 45 31 c9 48 c7    44 24 20 00 00 00 00 e9 12 f9 ff ff 48 89 44 24  | .|$x.....1.E1.H.D$..........H.D$ | 
| 35500 |  10 e8 1a 00 fd ff 4c 8b 4c 24 10 48 85 c0 0f 85    f5 08 00 00 48 89 ef e8 04 d2 fe ff 48 89 44 24  | ......L.L$.H........H.......H.D$ | 
| 35520 |  78 49 89 c1 48 85 c0 0f 85 19 ef ff ff 48 8b bc    24 80 00 00 00 41 bd 79 64 00 00 bb aa 11 00 00  | xI..H........H..$....A.yd....... | 
| 35540 |  e9 96 fa ff ff 89 44 24 18 e8 82 fc fc ff 8b 44    24 18 e9 90 f7 ff ff 66 0f ef c0 48 89 c7 48 8d  | ......D$.......D$......f...H..H. | 
| 35560 |  b4 24 a8 00 00 00 31 d2 0f 29 84 24 a0 00 00 00    e8 fb 01 fe ff 48 89 84 24 88 00 00 00 48 89 c7  | .$....1..).$.........H..$....H.. | 
| 35580 |  e9 d1 f1 ff ff e8 76 02 fd ff e9 d7 ee ff ff 41    bd 7b 64 00 00 bb aa 11 00 00 e9 d7 fe ff ff 4c  | ......v........A.{d............L | 
| 355a0 |  89 54 24 18 e8 77 ff fc ff 4c 8b 54 24 18 48 85    c0 0f 85 07 08 00 00 48 89 ef 4c 89 54 24 18 e8  | .T$..w...L.T$.H........H..L.T$.. | 
| 355c0 |  5c d1 fe ff 4c 8b 54 24 18 48 85 c0 48 89 84 24    80 00 00 00 48 89 c7 0f 85 5a ec ff ff bd f6 63  | \...L.T$.H..H..$....H....Z.....c | 
| 355e0 |  00 00 48 8b 7c 24 78 48 85 ff 0f 84 0a 04 00 00    48 8b 07 85 c0 0f 88 ff 03 00 00 48 83 e8 01 48  | ..H.|$xH........H..........H...H | 
| 35600 |  89 07 0f 84 00 04 00 00 4c 8b 8c 24 80 00 00 00    48 c7 44 24 78 00 00 00 00 4d 85 c9 74 14 49 8b  | ........L..$....H.D$x....M..t.I. | 
| 35620 |  01 85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 20 04    00 00 48 8b bc 24 88 00 00 00 48 c7 84 24 80 00  | ...x.H...I........H..$....H..$.. | 
| 35640 |  00 00 00 00 00 00 48 85 ff 74 14 48 8b 07 85 c0    78 0d 48 83 e8 01 48 89 07 0f 84 c5 03 00 00 48  | ......H..t.H....x.H...H........H | 
| 35660 |  8d 0d e3 5d 02 00 ba a6 11 00 00 89 ee 4c 89 54    24 18 48 8d 3d 9f 51 02 00 48 c7 84 24 88 00 00  | ...].........L.T$.H.=.Q..H..$... | 
| 35680 |  00 00 00 00 00 e8 26 04 fe ff 48 8b 7c 24 28 48    8d 8c 24 88 00 00 00 48 8d 54 24 78 48 8d b4 24  | ......&...H.|$(H..$....H.T$xH..$ | 
| 356a0 |  80 00 00 00 e8 97 fc fd ff 4c 8b 54 24 18 85 c0    0f 88 e6 03 00 00 48 8b 05 53 58 07 00 49 39 45  | .........L.T$.........H..SX..I9E | 
| 356c0 |  08 0f 85 34 05 00 00 41 8b 45 00 83 c0 01 74 04    41 89 45 00 48 8b 7c 24 08 4c 89 54 24 18 e8 1d  | ...4...A.E....t.A.E.H.|$.L.T$... | 
| 356e0 |  fd fc ff 4c 8b 54 24 18 48 85 c0 48 89 44 24 20    49 89 c7 0f 84 5b 05 00 00 bf 01 00 00 00 e8 ad  | ...L.T$.H..H.D$.I....[.......... | 
| 35700 |  fd fc ff 4c 8b 54 24 18 48 85 c0 48 89 c5 0f 84    6c 05 00 00 4c 89 78 18 48 89 c6 4c 89 ef e8 3d  | ...L.T$.H..H....l...L.x.H..L...= | 
| 35720 |  fa fc ff 4c 8b 54 24 18 48 85 c0 49 89 c7 0f 84    bb 05 00 00 49 8b 45 00 85 c0 78 0e 48 83 e8 01  | ...L.T$.H..I........I.E...x.H... | 
| 35740 |  49 89 45 00 0f 84 29 03 00 00 48 8b 45 00 85 c0    78 0e 48 83 e8 01 48 89 45 00 0f 84 25 03 00 00  | I.E...)...H.E...x.H...H.E...%... | 
| 35760 |  48 8b bc 24 80 00 00 00 4c 89 54 24 18 e8 ee df    fd ff 48 8b 7c 24 78 48 c7 84 24 80 00 00 00 00  | H..$....L.T$......H.|$xH..$..... | 
| 35780 |  00 00 00 e8 d8 df fd ff 48 8b bc 24 88 00 00 00    48 c7 44 24 78 00 00 00 00 e8 c2 df fd ff 48 8b  | ........H..$....H.D$x.........H. | 
| 357a0 |  44 24 28 4c 8b 54 24 18 48 c7 84 24 88 00 00 00    00 00 00 00 48 8b 40 68 48 8b 38 4c 89 10 48 85  | D$(L.T$.H..$........H.@hH.8L..H. | 
| 357c0 |  ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89    07 0f 84 e5 03 00 00 4d 85 f6 0f 84 13 ec ff ff  | .t.H....x.H...H........M........ | 
| 357e0 |  49 8b 06 85 c0 0f 88 08 ec ff ff 48 83 e8 01 49    89 06 0f 85 fb eb ff ff 4c 89 f7 e8 d0 f9 fc ff  | I..........H...I........L....... | 
| 35800 |  e9 ee eb ff ff 48 89 44 24 10 e8 11 fd fc ff 4c    8b 4c 24 10 48 85 c0 0f 85 cb 05 00 00 48 89 ef  | .....H.D$......L.L$.H........H.. | 
| 35820 |  e8 fb ce fe ff 48 89 44 24 78 49 89 c1 48 85 c0    0f 85 98 ec ff ff 48 8b bc 24 80 00 00 00 41 bd  | .....H.D$xI..H........H..$....A. | 
| 35840 |  7e 64 00 00 bb aa 11 00 00 e9 8d f7 ff ff 48 89    ef e8 7a f9 fc ff e9 f3 ee ff ff bd f8 63 00 00  | ~d............H...z..........c.. | 
| 35860 |  e9 ab fd ff ff e8 96 ff fc ff 4c 8b 54 24 18 48    89 c7 e9 ea e9 ff ff e8 84 ff fc ff 48 89 44 24  | ..........L.T$.H............H.D$ | 
| 35880 |  10 e9 6d ec ff ff 4c 8d 4e 28 48 83 c6 38 41 83    e0 40 49 0f 45 f1 e9 7e f3 ff ff 49 8d 7c 24 38  | ..m...L.N(H..8A..@I.E..~...I.|$8 | 
| 358a0 |  41 83 e1 40 48 0f 45 7c 24 10 e9 5c f3 ff ff 31    ed 45 31 c9 41 bd 80 64 00 00 bb aa 11 00 00 48  | A..@H.E|$..\...1.E1.A..d.......H | 
| 358c0 |  c7 44 24 20 00 00 00 00 48 c7 44 24 28 00 00 00    00 e9 38 f5 ff ff 48 85 ff 0f 84 5d 05 00 00 bd  | .D$.....H.D$(.....8...H....].... | 
| 358e0 |  0d 64 00 00 e9 07 fd ff ff 48 8b 47 18 48 89 84    24 80 00 00 00 48 85 c0 0f 84 be e9 ff ff 8b 10  | .d.......H.G.H..$....H.......... | 
| 35900 |  48 8b 7f 10 83 c2 01 74 02 89 10 8b 07 83 c0 01    74 02 89 07 4c 8b 4c 24 78 48 89 7c 24 78 49 8b  | H......t........t...L.L$xH.|$xI. | 
| 35920 |  01 85 c0 0f 88 42 04 00 00 48 83 e8 01 49 89 01    0f 84 04 04 00 00 48 8b 84 24 80 00 00 00 48 8b  | .....B...H...I........H..$....H. | 
| 35940 |  7c 24 78 ba 02 00 00 00 48 8d b4 24 a0 00 00 00    e9 67 e9 ff ff 48 8b 7c 24 78 31 ed 45 31 c9 41  | |$x.....H..$.....g...H.|$x1.E1.A | 
| 35960 |  bd 96 64 00 00 48 c7 44 24 20 00 00 00 00 bb aa    11 00 00 48 c7 44 24 10 00 00 00 00 e9 8d f4 ff  | ..d..H.D$..........H.D$......... | 
| 35980 |  ff 48 8b 47 18 48 89 44 24 78 48 85 c0 0f 84 b6    eb ff ff 8b 10 48 8b 7f 10 83 c2 01 74 02 89 10  | .H.G.H.D$xH..........H......t... | 
| 359a0 |  8b 07 83 c0 01 74 02 89 07 4c 8b 84 24 80 00 00    00 48 89 bc 24 80 00 00 00 49 8b 00 85 c0 0f 88  | .....t...L..$....H..$....I...... | 
| 359c0 |  ce 03 00 00 48 83 e8 01 49 89 00 0f 84 b4 03 00    00 48 8b 44 24 78 48 8b bc 24 80 00 00 00 ba 03  | ....H...I........H.D$xH..$...... | 
| 359e0 |  00 00 00 48 8d b4 24 a0 00 00 00 e9 59 eb ff ff    bd 11 64 00 00 e9 0e fc ff ff 48 c7 44 24 78 00  | ...H..$.....Y.....d.......H.D$x. | 
| 35a00 |  00 00 00 e9 2a fc ff ff 4c 89 54 24 18 e8 be f7    fc ff 4c 8b 8c 24 80 00 00 00 4c 8b 54 24 18 e9  | ....*...L.T$......L..$....L.T$.. | 
| 35a20 |  ec fb ff ff 4c 89 54 24 18 e8 a2 f7 fc ff 4c 8b    54 24 18 e9 27 fc ff ff 48 8b 7c 24 78 31 ed 45  | ....L.T$......L.T$..'...H.|$x1.E | 
| 35a40 |  31 c9 41 bd cc 64 00 00 bb b0 11 00 00 e9 bc f3    ff ff 4c 89 cf 4c 89 54 24 18 e8 71 f7 fc ff 4c  | 1.A..d............L..L.T$..q...L | 
| 35a60 |  8b 54 24 18 e9 c9 fb ff ff bd 13 64 00 00 e9 6f    fb ff ff 4c 89 ef e8 55 f7 fc ff 4c 8b 54 24 18  | .T$........d...o...L...U...L.T$. | 
| 35a80 |  e9 c5 fc ff ff 48 89 ef 4c 89 54 24 18 e8 3e f7    fc ff 4c 8b 54 24 18 e9 c4 fc ff ff 41 bd 3a 64  | .....H..L.T$..>...L.T$......A.:d | 
| 35aa0 |  00 00 bb a7 11 00 00 31 ed 45 31 c9 48 c7 44 24    20 00 00 00 00 48 8b 44 24 28 48 8b 40 68 48 8b  | .......1.E1.H.D$.....H.D$(H.@hH. | 
| 35ac0 |  38 4c 89 10 48 85 ff 74 14 48 8b 07 85 c0 78 0d    48 83 e8 01 48 89 07 0f 84 e7 01 00 00 4d 85 f6  | 8L..H..t.H....x.H...H........M.. | 
| 35ae0 |  74 14 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06    0f 84 e2 01 00 00 48 8b 4c 24 10 48 85 c9 74 33  | t.I....x.H...I........H.L$.H..t3 | 
| 35b00 |  48 8b 01 85 c0 78 0d 48 83 e8 01 48 89 01 0f 84    7f 01 00 00 48 c7 44 24 28 00 00 00 00 48 8b 7c  | H....x.H...H........H.D$(....H.| | 
| 35b20 |  24 78 45 31 ff 48 c7 44 24 10 00 00 00 00 e9 db    f2 ff ff 48 c7 44 24 28 00 00 00 00 48 8b 7c 24  | $xE1.H.D$..........H.D$(....H.|$ | 
| 35b40 |  78 45 31 ff e9 c5 f2 ff ff 44 0f b6 07 44 0f b6    0e e9 e1 f0 ff ff 48 89 df 4c 89 4c 24 18 e8 6d  | xE1......D...D........H..L.L$..m | 
| 35b60 |  f6 fc ff 4c 8b 4c 24 18 e9 d3 f6 ff ff 4c 89 c7    e8 5b f6 fc ff e9 ab f7 ff ff 48 8b 7c 24 78 41  | ...L.L$......L...[........H.|$xA | 
| 35b80 |  bd ca 63 00 00 bb a3 11 00 00 e9 e7 f8 ff ff 48    c7 44 24 20 00 00 00 00 48 8b 7c 24 78 31 ed 41  | ..c............H.D$.....H.|$x1.A | 
| 35ba0 |  bd 6b 65 00 00 bb b0 11 00 00 e9 5f f2 ff ff 44    0f b7 07 44 0f b7 0e e9 7b f0 ff ff e8 0f f6 fc  | .ke........_...D...D....{....... | 
| 35bc0 |  ff e9 11 fc ff ff 48 8b 7c 24 78 31 ed 45 31 c9    41 bd cc 63 00 00 48 c7 44 24 20 00 00 00 00 bb  | ......H.|$x1.E1.A..c..H.D$...... | 
| 35be0 |  a3 11 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44    24 10 00 00 00 00 e9 13 f2 ff ff 4c 89 ef 4c 89  | ....H.D$(....H.D$..........L..L. | 
| 35c00 |  54 24 18 e8 08 fb fc ff 4c 8b 54 24 18 48 85 c0    48 89 44 24 20 0f 85 0f 02 00 00 31 ed 45 31 c9  | T$......L.T$.H..H.D$.......1.E1. | 
| 35c20 |  41 bd 46 64 00 00 bb a8 11 00 00 e9 85 fe ff ff    48 8b bc 24 80 00 00 00 45 31 c9 bb 9e 11 00 00  | A.Fd............H..$....E1...... | 
| 35c40 |  48 c7 44 24 78 00 00 00 00 41 bd 5f 63 00 00 e9    87 f3 ff ff 4d 89 e9 31 ed 41 bd 48 64 00 00 bb  | H.D$x....A._c.......M..1.A.Hd... | 
| 35c60 |  a8 11 00 00 e9 4c fe ff ff e8 62 f5 fc ff e9 e4    f7 ff ff 48 89 df e8 55 f5 fc ff e9 5f f8 ff ff  | .....L....b........H...U...._... | 
| 35c80 |  4d 89 e9 bb a8 11 00 00 41 bd 4a 64 00 00 e9 22    fe ff ff 48 89 cf 4c 89 4c 24 08 45 31 ff e8 2d  | M.......A.Jd..."...H..L.L$.E1..- | 
| 35ca0 |  f5 fc ff 48 8b 7c 24 78 4c 8b 4c 24 08 48 c7 44    24 28 00 00 00 00 48 c7 44 24 10 00 00 00 00 e9  | ...H.|$xL.L$.H.D$(....H.D$...... | 
| 35cc0 |  4a f1 ff ff 4c 89 4c 24 08 e8 02 f5 fc ff 4c 8b    4c 24 08 e9 05 fe ff ff 4c 89 f7 4c 89 4c 24 08  | J...L.L$......L.L$......L..L.L$. | 
| 35ce0 |  e8 eb f4 fc ff 4c 8b 4c 24 08 e9 07 fe ff ff 4d    89 e9 bb a8 11 00 00 41 bd 4f 64 00 00 48 c7 44  | .....L.L$......M.......A.Od..H.D | 
| 35d00 |  24 20 00 00 00 00 e9 aa fd ff ff 48 8b 7c 24 78    31 ed 45 31 c9 45 31 ff 48 c7 44 24 28 00 00 00  | $..........H.|$x1.E1.E1.H.D$(... | 
| 35d20 |  00 41 bd 64 63 00 00 bb 9e 11 00 00 48 c7 44 24    10 00 00 00 00 e9 d4 f0 ff ff 4c 89 cf 4c 89 54  | .A.dc.......H.D$..........L..L.T | 
| 35d40 |  24 18 e8 89 f4 fc ff 48 8b 7c 24 78 48 8b 84 24    80 00 00 00 48 8d b4 24 a0 00 00 00 4c 8b 54 24  | $......H.|$xH..$....H..$....L.T$ | 
| 35d60 |  18 ba 02 00 00 00 e9 51 e5 ff ff 48 8b 84 24 80    00 00 00 48 8d b4 24 a0 00 00 00 ba 02 00 00 00  | .......Q...H..$....H..$......... | 
| 35d80 |  e9 37 e5 ff ff 4c 89 c7 e8 43 f4 fc ff e9 3f fc    ff ff 48 8b 44 24 78 48 8d b4 24 a0 00 00 00 ba  | .7...L...C....?...H.D$xH..$..... | 
| 35da0 |  03 00 00 00 e9 a0 e7 ff ff 48 8b 7c 24 78 41 bd    a1 63 00 00 bb 9f 11 00 00 e9 b8 f6 ff ff 48 8b  | .........H.|$xA..c............H. | 
| 35dc0 |  7c 24 78 bd f6 63 00 00 48 c7 84 24 80 00 00 00    00 00 00 00 48 85 ff 0f 85 13 f8 ff ff e9 50 f8  | |$x..c..H..$........H.........P. | 
| 35de0 |  ff ff 66 0f 1f 44 00 00 48 c7 44 24 78 00 00 00    00 41 bd 7e 64 00 00 bb aa 11 00 00 48 8b bc 24  | ..f..D..H.D$x....A.~d.......H..$ | 
| 35e00 |  80 00 00 00 e9 d2 f1 ff ff 48 c7 44 24 78 00 00    00 00 41 bd 79 64 00 00 bb aa 11 00 00 48 8b bc  | .........H.D$x....A.yd.......H.. | 
| 35e20 |  24 80 00 00 00 e9 b1 f1 ff ff 49 89 c5 e9 a2 f8    ff ff 48 89 44 24 20 e9 96 e1 ff ff bd 0d 64 00  | $.........I.......H.D$........d. | 
| 35e40 |  00 e9 ec f7 ff ff 66 2e 0f 1f 84 00 00 00 00 00    41 57 48 8d 05 b7 68 07 00 41 56 41 55 49 89 fd  | ......f.........AWH...h..AVAUI.. | 
| 35e60 |  41 54 49 89 d4 55 53 48 83 ec 48 48 c7 44 24 28    00 00 00 00 48 89 44 24 30 48 c7 44 24 38 00 00  | ATI..USH..HH.D$(....H.D$0H.D$8.. | 
| 35e80 |  00 00 48 85 c9 0f 84 2d 05 00 00 48 89 cd 4c 8d    34 d6 48 85 d2 0f 84 55 05 00 00 48 83 fa 01 0f  | ..H....-...H..L.4.H....U...H.... | 
| 35ea0 |  85 a3 04 00 00 48 8b 3e 4c 8b 41 10 48 89 7c 24    28 4d 85 c0 0f 8f 06 0b 00 00 48 8b 47 08 f6 80  | .....H.>L.A.H.|$(M........H.G... | 
| 35ec0 |  ab 00 00 00 01 0f 84 c2 0c 00 00 48 8b 47 10 48    83 f8 0f 0f 86 f7 04 00 00 48 89 c1 ba 01 00 00  | ...........H.G.H.........H...... | 
| 35ee0 |  00 48 c1 e8 03 83 e1 03 48 29 ca 48 0f af c2 48    83 f8 fe 0f 84 1f 06 00 00 48 83 f8 02 0f 84 fd  | .H......H).H...H.........H...... | 
| 35f00 |  05 00 00 e8 28 f6 fc ff 49 89 c6 49 83 fe ff 0f    84 6b 06 00 00 4c 89 f0 49 8d 6e 02 48 83 e8 01  | ....(...I..I.....k...L..I.n.H... | 
| 35f20 |  48 0f 49 e8 48 c1 fd 02 48 83 c5 01 49 8b 45 08    48 8b 35 01 6b 07 00 4c 89 ef 48 8b 80 90 00 00  | H.I.H...H...I.E.H.5.k..L..H..... | 
| 35f40 |  00 48 85 c0 0f 84 56 06 00 00 ff d0 49 89 c7 4d    85 ff 0f 84 58 06 00 00 e8 e3 f6 fc ff 49 89 c4  | .H....V.....I..M....X........I.. | 
| 35f60 |  48 85 c0 0f 84 57 09 00 00 48 89 ef e8 4f f4 fc    ff 48 89 c5 48 85 c0 0f 84 5b 09 00 00 48 8b 35  | H....W...H...O...H..H....[...H.5 | 
| 35f80 |  5c 6c 07 00 48 89 c2 4c 89 e7 e8 71 f7 fc ff 85    c0 0f 88 31 08 00 00 48 8b 45 00 85 c0 78 0e 48  | \l..H..L...q.......1...H.E...x.H | 
| 35fa0 |  83 e8 01 48 89 45 00 0f 84 83 05 00 00 4c 8b 2d    2c 69 07 00 48 8b 3d 85 5f 07 00 49 8b 55 18 4c  | ...H.E.......L.-,i..H.=._..I.U.L | 
| 35fc0 |  89 ee e8 99 f5 fc ff 48 89 c5 48 85 c0 0f 84 25    0a 00 00 8b 00 83 c0 01 74 03 89 45 00 48 8b 45  | .......H..H....%........t..E.H.E | 
| 35fe0 |  08 48 8b 35 48 6d 07 00 48 89 ef 48 8b 80 90 00    00 00 48 85 c0 0f 84 55 0a 00 00 ff d0 49 89 c5  | .H.5Hm..H..H......H....U.....I.. | 
| 36000 |  4d 85 ed 0f 84 57 0a 00 00 48 8b 45 00 85 c0 78    0e 48 83 e8 01 48 89 45 00 0f 84 21 04 00 00 48  | M....W...H.E...x.H...H.E...!...H | 
| 36020 |  8b 35 92 64 07 00 4c 89 ea 4c 89 e7 e8 cf f6 fc    ff 85 c0 0f 88 5f 09 00 00 49 8b 45 00 85 c0 78  | .5.d..L..L..........._...I.E...x | 
| 36040 |  0e 48 83 e8 01 49 89 45 00 0f 84 01 04 00 00 49    8b 47 08 48 8b 2d 76 6e 07 00 48 8b 98 80 00 00  | .H...I.E.......I.G.H.-vn..H..... | 
| 36060 |  00 48 85 db 0f 84 86 08 00 00 48 8d 3d e7 2f 02    00 e8 8a f0 fc ff 85 c0 0f 85 3a 0a 00 00 4c 89  | .H........H.=./...........:...L. | 
| 36080 |  e2 48 89 ee 4c 89 ff ff d3 49 89 c5 e8 df f4 fc    ff 4d 85 ed 0f 84 56 0a 00 00 49 8b 07 85 c0 78  | .H..L....I.......M....V...I....x | 
| 360a0 |  0d 48 83 e8 01 49 89 07 0f 84 c2 03 00 00 49 8b    04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84  | .H...I........I..$..x.H...I..$.. | 
| 360c0 |  9c 03 00 00 49 8b 45 08 48 8b 35 49 62 07 00 4c    89 ef 48 8b 80 90 00 00 00 48 85 c0 0f 84 ee 09  | ....I.E.H.5Ib..L..H......H...... | 
| 360e0 |  00 00 ff d0 48 89 c5 48 85 ed 0f 84 f0 09 00 00    49 8b 45 00 85 c0 78 12 48 83 e8 01 49 89 45 00  | ....H..H........I.E...x.H...I.E. | 
| 36100 |  75 08 4c 89 ef e8 c6 f0 fc ff 48 8b 1d e7 4d 07    00 48 39 5d 08 0f 85 45 08 00 00 4c 8b 7d 18 4d  | u.L.......H...M..H9]...E...L.}.M | 
| 36120 |  85 ff 0f 84 38 08 00 00 41 8b 07 4c 8b 65 10 83    c0 01 74 03 41 89 07 41 8b 04 24 83 c0 01 74 04  | ....8...A..L.e....t.A..A..$...t. | 
| 36140 |  41 89 04 24 48 8b 45 00 85 c0 78 0e 48 83 e8 01    48 89 45 00 0f 84 d6 07 00 00 48 8b 05 bf 6b 07  | A..$H.E...x.H...H.E.......H...k. | 
| 36160 |  00 48 8d 74 24 30 ba 02 00 00 00 4c 89 e7 4c 89    7c 24 30 48 89 44 24 38 e8 f3 f5 fd ff 49 89 c5  | .H.t$0.....L..L.|$0H.D$8.....I.. | 
| 36180 |  49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84    9c 08 00 00 4d 85 ed 0f 84 d3 06 00 00 49 8b 04  | I....x.H...I........M........I.. | 
| 361a0 |  24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84 5d    07 00 00 49 8b 45 08 48 8b 35 2a 6b 07 00 4c 89  | $..x.H...I..$..]...I.E.H.5*k..L. | 
| 361c0 |  ef 48 8b 80 90 00 00 00 48 85 c0 0f 84 47 09 00    00 ff d0 48 89 c5 49 8b 45 00 48 85 ed 0f 84 9d  | .H......H....G.....H..I.E.H..... | 
| 361e0 |  02 00 00 85 c0 78 0e 48 83 e8 01 49 89 45 00 0f    84 2b 07 00 00 48 39 5d 08 0f 85 71 08 00 00 4c  | .....x.H...I.E...+...H9]...q...L | 
| 36200 |  8b 7d 18 4d 85 ff 0f 84 64 08 00 00 41 8b 07 4c    8b 65 10 83 c0 01 74 03 41 89 07 41 8b 04 24 83  | .}.M....d...A..L.e....t.A..A..$. | 
| 36220 |  c0 01 74 04 41 89 04 24 48 8b 45 00 85 c0 78 0e    48 83 e8 01 48 89 45 00 0f 84 02 08 00 00 48 8d  | ..t.A..$H.E...x.H...H.E.......H. | 
| 36240 |  74 24 30 ba 01 00 00 00 4c 89 e7 4c 89 7c 24 30    48 c7 44 24 38 00 00 00 00 e8 12 f5 fd ff 49 89  | t$0.....L..L.|$0H.D$8.........I. | 
| 36260 |  c5 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f    84 23 08 00 00 bb 19 31 00 00 4d 85 ed 0f 84 f2  | .I....x.H...I....#.....1..M..... | 
| 36280 |  05 00 00 49 8b 04 24 85 c0 78 0e 48 83 e8 01 49    89 04 24 0f 84 17 07 00 00 49 8b 45 08 48 8b 58  | ...I..$..x.H...I..$......I.E.H.X | 
| 362a0 |  70 48 85 db 0f 84 16 02 00 00 48 83 7b 08 00 0f    84 0b 02 00 00 4c 89 f7 e8 03 f1 fc ff 48 89 c5  | pH........H.{........L.......H.. | 
| 362c0 |  48 85 c0 0f 84 7f 08 00 00 48 8b 3d a8 4c 07 00    48 89 c6 48 89 fa e8 d5 f4 fc ff 49 89 c6 48 8b  | H........H.=.L..H..H.......I..H. | 
| 362e0 |  45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84    4c 06 00 00 4d 85 f6 0f 84 df 01 00 00 4c 89 f6  | E...x.H...H.E...L...M........L.. | 
| 36300 |  4c 89 ef ff 53 08 49 89 c4 49 8b 06 85 c0 78 0d    48 83 e8 01 49 89 06 0f 84 8b 07 00 00 49 8b 45  | L...S.I..I....x.H...I........I.E | 
| 36320 |  00 4d 85 e4 0f 84 b6 01 00 00 85 c0 78 75 48 83    e8 01 49 89 45 00 75 6b 4c 89 ef e8 90 ee fc ff  | .M..........xuH...I.E.ukL....... | 
| 36340 |  eb 61 66 0f 1f 44 00 00 48 83 ec 08 48 8b 05 e5    4b 07 00 48 8d 15 e2 55 02 00 48 8d 35 9f 32 02  | .af..D..H...H...K..H...U..H.5.2. | 
| 36360 |  00 41 54 4c 8d 0d c4 50 02 00 41 b8 01 00 00 00    48 8d 0d 60 51 02 00 48 8b 38 31 c0 e8 0f f4 fc  | .ATL...P..A.....H..`Q..H.81..... | 
| 36380 |  ff 58 be 74 30 00 00 5a 48 8d 0d ba 50 02 00 ba    25 03 00 00 48 8d 3d ad 44 02 00 45 31 e4 e8 0d  | .X.t0..ZH...P...%...H.=.D..E1... | 
| 363a0 |  f7 fd ff 48 83 c4 48 4c 89 e0 5b 5d 41 5c 41 5d    41 5e 41 5f c3 0f 1f 00 48 83 fa 01 75 8a 48 8b  | ...H..HL..[]A\A]A^A_....H...u.H. | 
| 363c0 |  3e 48 89 7c 24 28 e9 ef fa ff ff 0f 1f 44 00 00    83 e0 03 41 be 01 00 00 00 49 29 c6 8b 47 18 4c  | >H.|$(.......D.....A.....I)..G.L | 
| 363e0 |  0f af f0 e9 23 fb ff ff 0f 1f 84 00 00 00 00 00    4c 8b 79 10 31 c0 48 8b 0d 13 63 07 00 4d 85 ff  | ....#...........L.y.1.H...c..M.. | 
| 36400 |  7f 1b e9 89 03 00 00 66 0f 1f 84 00 00 00 00 00    48 83 c0 01 4c 39 f8 0f 84 a3 01 00 00 48 3b 4c  | .......f........H...L9.......H;L | 
| 36420 |  c5 18 75 ec 49 8b 3c c6 48 89 7c 24 28 48 85 ff    0f 84 63 03 00 00 4d 8d 47 ff e9 72 fa ff ff 90  | ..u.I.<.H.|$(H....c...M.G..r.... | 
| 36440 |  48 89 ef e8 88 ed fc ff e9 d2 fb ff ff 0f 1f 00    4c 89 ef e8 78 ed fc ff e9 f2 fb ff ff 0f 1f 00  | H...............L...x........... | 
| 36460 |  4c 89 e7 e8 68 ed fc ff e9 57 fc ff ff 0f 1f 00    4c 89 ff e8 58 ed fc ff e9 31 fc ff ff 0f 1f 00  | L...h....W......L...X....1...... | 
| 36480 |  85 c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 be 00    00 00 41 be 47 03 00 00 bb 04 31 00 00 48 8d 0d  | ..x.H...I.E.......A.G.....1..H.. | 
| 364a0 |  a5 4f 02 00 44 89 f2 89 de 45 31 e4 48 8d 3d 95    43 02 00 e8 f8 f5 fd ff e9 e6 fe ff ff 0f 1f 00  | .O..D....E1.H.=.C............... | 
| 364c0 |  48 8b 50 18 48 8b 05 6d 4a 07 00 48 8d 35 56 30    02 00 48 8b 38 31 c0 e8 b4 f2 fc ff 49 8b 45 00  | H.P.H..mJ..H.5V0..H.81......I.E. | 
| 364e0 |  85 c0 78 0a 48 83 e8 01 49 89 45 00 74 52 41 be    47 03 00 00 bb 1d 31 00 00 eb a2 0f 1f 44 00 00  | ..x.H...I.E.tRA.G.....1......D.. | 
| 36500 |  44 8b 77 1c 8b 47 18 49 c1 e6 1e 49 09 c6 e9 02    fa ff ff 0f 1f 44 00 00 44 8b 77 1c 8b 47 18 49  | D.w..G.I...I.........D..D.w..G.I | 
| 36520 |  c1 e6 1e 49 09 c6 49 f7 de e9 dd f9 ff ff 66 90    48 89 ef e8 98 ec fc ff e9 70 fa ff ff 0f 1f 00  | ...I..I.......f.H........p...... | 
| 36540 |  4c 89 ef e8 88 ec fc ff eb a4 66 0f 1f 44 00 00    4c 89 ef e8 78 ec fc ff e9 35 ff ff ff 48 89 ef  | L.........f..D..L...x....5...H.. | 
| 36560 |  48 8d 35 da 51 02 00 e8 94 d2 fd ff 48 89 c5 48    85 c0 0f 85 58 06 00 00 0f 1f 84 00 00 00 00 00  | H.5.Q.......H..H....X........... | 
| 36580 |  e8 9b ef fc ff 48 85 c0 0f 85 74 06 00 00 bd 01    00 00 00 49 c7 c6 ff ff ff ff e9 8d f9 ff ff 90  | .....H....t........I............ | 
| 365a0 |  e8 5b f2 fc ff 49 89 c7 e9 a2 f9 ff ff 0f 1f 00    41 be 46 03 00 00 bb b8 30 00 00 e9 dd fe ff ff  | .[...I..........A.F.....0....... | 
| 365c0 |  48 8d 41 28 45 31 c9 48 89 44 24 10 0f 1f 40 00    4a 8b 74 cd 18 48 39 f1 0f 84 da 01 00 00 48 8b  | H.A(E1.H.D$...@.J.t..H9.......H. | 
| 365e0 |  05 eb 49 07 00 48 39 41 08 0f 94 c2 48 39 46 08    0f 94 c0 84 d2 0f 84 ed 00 00 00 84 c0 0f 84 e5  | ..I..H9A....H9F................. | 
| 36600 |  00 00 00 48 8b 51 10 48 3b 56 10 0f 85 bf 00 00    00 48 8b 46 18 48 8b 79 18 48 39 c7 41 0f 95 c2  | ...H.Q.H;V.......H.F.H.y.H9.A... | 
| 36620 |  48 83 f8 ff 0f 95 c0 41 84 c2 74 0a 48 83 ff ff    0f 85 9a 00 00 00 44 0f b6 59 20 44 0f b6 56 20  | H......A..t.H.........D..Y.D..V. | 
| 36640 |  44 89 d8 44 89 d7 c0 e8 02 40 c0 ef 02 83 e0 07    83 e7 07 40 38 f8 75 78 41 f6 c3 20 0f 85 0b 05  | D..D.....@.........@8.uxA....... | 
| 36660 |  00 00 48 8b 79 38 41 f6 c2 20 0f 85 e8 04 00 00    48 8b 76 38 44 0f b6 d0 41 83 fa 01 0f 84 fe 04  | ..H.y8A.........H.v8D...A....... | 
| 36680 |  00 00 41 83 fa 02 0f 84 80 05 00 00 44 8b 17 44    8b 1e 45 39 d3 75 39 48 89 0c 24 48 83 fa 01 0f  | ..A.........D..D..E9.u9H..$H.... | 
| 366a0 |  84 13 01 00 00 0f b6 c0 4c 89 4c 24 08 31 db 48    0f af d0 e8 58 ed fc ff 4c 8b 4c 24 08 48 8b 0c  | ........L.L$.1.H....X...L.L$.H.. | 
| 366c0 |  24 85 c0 0f 94 c3 0f 84 c0 00 00 00 0f 1f 40 00    49 83 c1 01 4d 39 f9 0f 85 f3 fe ff ff e9 ae 00  | $.............@.I...M9.......... | 
| 366e0 |  00 00 66 0f 1f 44 00 00 48 8b 1d 89 48 07 00 48    39 d9 75 04 84 c0 75 d8 48 39 de 75 04 84 d2 75  | ..f..D..H...H..H9.u...u.H9.u...u | 
| 36700 |  cf 48 89 cf ba 02 00 00 00 4c 89 4c 24 08 48 89    0c 24 e8 09 eb fc ff 48 8b 0c 24 4c 8b 4c 24 08  | .H.......L.L$.H..$.....H..$L.L$. | 
| 36720 |  48 85 c0 48 89 c7 74 68 48 3b 05 51 48 07 00 0f    94 c0 48 3b 3d 0f 48 07 00 0f 94 c2 08 c2 0f 85  | H..H..thH;.QH.....H;=.H......... | 
| 36740 |  0c 02 00 00 48 39 df 0f 84 03 02 00 00 4c 89 4c    24 18 48 89 4c 24 08 48 89 3c 24 e8 80 ee fc ff  | ....H9.......L.L$.H.L$.H.<$..... | 
| 36760 |  4c 8b 4c 24 18 48 8b 4c 24 08 48 8b 3c 24 89 c3    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | L.L$.H.L$.H.<$..H....x.H...H.... | 
| 36780 |  a4 03 00 00 85 db 0f 84 44 ff ff ff 85 db 79 28    48 c7 44 24 28 00 00 00 00 e8 82 ed fc ff 48 85  | ........D.....y(H.D$(.........H. | 
| 367a0 |  c0 0f 84 a1 fb ff ff be 64 30 00 00 e9 d7 fb ff    ff 0f 1f 80 00 00 00 00 4b 8b 3c ce e9 67 fc ff  | ........d0..............K.<..g.. | 
| 367c0 |  ff 0f 1f 80 00 00 00 00 41 be 46 03 00 00 bb c6    30 00 00 45 31 ed 66 2e 0f 1f 84 00 00 00 00 00  | ........A.F.....0..E1.f......... | 
| 367e0 |  49 8b 07 85 c0 78 09 48 83 e8 01 49 89 07 74 70    4d 85 e4 74 16 49 8b 04 24 85 c0 78 0e 48 83 e8  | I....x.H...I..tpM..t.I..$..x.H.. | 
| 36800 |  01 49 89 04 24 0f 84 95 00 00 00 48 85 ed 74 16    48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00  | .I..$......H..t.H.E...x.H...H.E. | 
| 36820 |  0f 84 8a 00 00 00 4d 85 ed 0f 84 6e fc ff ff 49    8b 45 00 85 c0 0f 88 62 fc ff ff 48 83 e8 01 49  | ......M....n...I.E.....b...H...I | 
| 36840 |  89 45 00 0f 85 54 fc ff ff 4c 89 ef e8 7f e9 fc    ff e9 47 fc ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .E...T...L........G...f......... | 
| 36860 |  4c 89 ff e8 68 e9 fc ff eb 86 66 0f 1f 44 00 00    bb 00 31 00 00 49 8b 04 24 41 be 47 03 00 00 85  | L...h.....f..D....1..I..$A.G.... | 
| 36880 |  c0 0f 88 16 fc ff ff 48 83 e8 01 49 89 04 24 0f    85 08 fc ff ff 45 31 ed 31 ed 66 0f 1f 44 00 00  | .......H...I..$......E1.1.f..D.. | 
| 368a0 |  4c 89 e7 e8 28 e9 fc ff e9 5e ff ff ff 0f 1f 00    48 89 ef e8 18 e9 fc ff e9 69 ff ff ff 0f 1f 00  | L...(....^......H........i...... | 
| 368c0 |  45 31 ed 31 ed 41 be 46 03 00 00 bb c2 30 00 00    e9 0b ff ff ff 0f 1f 00 45 31 ed 41 be 46 03 00  | E1.1.A.F.....0..........E1.A.F.. | 
| 368e0 |  00 bb c4 30 00 00 e9 f5 fe ff ff 0f 1f 44 00 00    4c 89 e2 48 89 ee 4c 89 ff e8 52 ee fc ff 49 89  | ...0.........D..L..H..L...R...I. | 
| 36900 |  c5 48 85 c0 0f 85 90 f7 ff ff e9 f2 01 00 00 90    4c 89 e7 e8 b8 e8 fc ff e9 96 f8 ff ff 0f 1f 00  | .H..............L............... | 
| 36920 |  4c 89 ef e8 a8 e8 fc ff e9 c8 f8 ff ff 0f 1f 00    48 89 ef e8 98 e8 fc ff e9 1d f8 ff ff 0f 1f 00  | L...............H............... | 
| 36940 |  48 89 ef e8 88 e8 fc ff e9 a7 f9 ff ff 0f 1f 00    0f b6 d8 e9 18 fe ff ff 0f 1f 84 00 00 00 00 00  | H............................... | 
| 36960 |  48 8d 74 24 38 ba 01 00 00 00 48 89 ef 49 89 ec    48 c7 44 24 30 00 00 00 00 48 8b 05 a0 63 07 00  | H.t$8.....H..I..H.D$0....H...c.. | 
| 36980 |  48 89 44 24 38 e8 e6 ed fd ff 49 89 c5 e9 02 f8    ff ff 66 0f 1f 44 00 00 41 be 46 03 00 00 bb d5  | H.D$8.....I.......f..D..A.F..... | 
| 369a0 |  30 00 00 31 ed e9 36 fe ff ff 66 0f 1f 44 00 00    4c 89 e7 e8 18 e8 fc ff e9 dc f8 ff ff 0f 1f 00  | 0..1..6...f..D..L............... | 
| 369c0 |  48 8d 4c 24 28 48 8d 54 24 30 4d 89 e0 4c 89 f6    4c 8d 0d 65 4f 02 00 48 89 ef e8 41 e4 fd ff 85  | H.L$(H.T$0M..L..L..eO..H...A.... | 
| 369e0 |  c0 0f 88 32 02 00 00 48 8b 7c 24 28 e9 c9 f4 ff    ff 0f 1f 80 00 00 00 00 e8 23 eb fc ff 48 85 c0  | ...2...H.|$(.............#...H.. | 
| 36a00 |  75 14 4c 89 ef e8 16 bd fe ff 48 89 c5 48 85 c0    0f 85 c7 f5 ff ff 45 31 ed 41 be 47 03 00 00 bb  | u.L.......H..H........E1.A.G.... | 
| 36a20 |  d0 30 00 00 e9 b7 fd ff ff 0f 1f 80 00 00 00 00    4c 89 ff e8 98 e7 fc ff e9 57 f7 ff ff 0f 1f 00  | .0..............L........W...... | 
| 36a40 |  48 89 ef e8 88 e7 fc ff e9 f1 f7 ff ff 0f 1f 00    e8 ab ed fc ff 49 89 c5 e9 a3 f5 ff ff 0f 1f 00  | H....................I.......... | 
| 36a60 |  41 be 47 03 00 00 bb d2 30 00 00 e9 70 fd ff ff    66 0f ef c0 48 8d 74 24 38 31 d2 48 89 ef 0f 29  | A.G.....0...p...f...H.t$81.H...) | 
| 36a80 |  44 24 30 49 89 ec e8 e5 ec fd ff 49 89 c5 e9 e2    f7 ff ff 0f 1f 44 00 00 4c 89 ff e8 30 e7 fc ff  | D$0I.......I.........D..L...0... | 
| 36aa0 |  e9 d0 f7 ff ff 0f 1f 00 4c 89 f7 e8 20 e7 fc ff    e9 68 f8 ff ff 0f 1f 00 41 be 46 03 00 00 bb df  | ........L........h......A.F..... | 
| 36ac0 |  30 00 00 45 31 ed 31 ed e9 13 fd ff ff 0f 1f 00    e8 2b ed fc ff 48 89 c5 e9 0a f6 ff ff 0f 1f 00  | 0..E1.1..........+...H.......... | 
| 36ae0 |  bb eb 30 00 00 41 be 47 03 00 00 e9 3f fd ff ff    e8 2b ea fc ff 48 89 c5 48 85 c0 0f 84 22 01 00  | ..0..A.G....?....+...H..H....".. | 
| 36b00 |  00 31 ed 41 be 46 03 00 00 bb df 30 00 00 e9 cd    fc ff ff 0f 1f 44 00 00 e8 e3 ec fc ff 48 89 c5  | .1.A.F.....0.........D.......H.. | 
| 36b20 |  e9 b1 f6 ff ff 0f 1f 00 4c 89 4c 24 08 48 89 0c    24 e8 9a e6 fc ff 4c 8b 4c 24 08 48 8b 0c 24 e9  | ........L.L$.H..$.....L.L$.H..$. | 
| 36b40 |  40 fc ff ff 0f 1f 40 00 31 ff e8 11 cc fd ff 49    8b 45 00 e9 88 f9 ff ff 4c 8d 5e 28 48 83 c6 38  | @.....@.1......I.E......L.^(H..8 | 
| 36b60 |  41 83 e2 40 49 0f 45 f3 e9 07 fb ff ff 48 8d 79    38 41 83 e3 40 48 0f 45 7c 24 10 e9 e6 fa ff ff  | A..@I.E......H.y8A..@H.E|$...... | 
| 36b80 |  44 0f b6 17 44 0f b6 1e e9 05 fb ff ff 48 8b 40    60 48 85 c0 0f 84 af 00 00 00 48 8b 80 80 00 00  | D...D........H.@`H........H..... | 
| 36ba0 |  00 48 85 c0 0f 84 9f 00 00 00 ff d0 48 89 c5 48    85 c0 0f 84 91 00 00 00 48 8b 05 e9 43 07 00 48  | .H..........H..H........H...C..H | 
| 36bc0 |  39 45 08 0f 85 94 f9 ff ff 0f 1f 80 00 00 00 00    48 89 ef e8 08 eb fd ff 49 89 c6 48 8b 45 00 85  | 9E..............H.......I..H.E.. | 
| 36be0 |  c0 0f 88 24 f3 ff ff 48 83 e8 01 48 89 45 00 0f    85 16 f3 ff ff 48 89 ef e8 d3 e5 fc ff e9 09 f3  | ...$...H...H.E.......H.......... | 
| 36c00 |  ff ff be 70 30 00 00 e9 7c f7 ff ff 44 0f b7 17    44 0f b7 1e e9 79 fa ff ff be 69 30 00 00 e9 65  | ...p0...|...D...D....y....i0...e | 
| 36c20 |  f7 ff ff 48 8b 05 c6 42 07 00 41 be 46 03 00 00    bb df 30 00 00 48 8d 35 3c 24 02 00 48 8b 38 e8  | ...H...B..A.F.....0..H.5<$..H.8. | 
| 36c40 |  3c e6 fc ff e9 97 fb ff ff e8 d2 e8 fc ff 48 85    c0 0f 85 29 f9 ff ff 48 8b 05 da 42 07 00 48 8d  | <.............H....)...H...B..H. | 
| 36c60 |  35 13 47 02 00 48 8b 38 e8 13 e6 fc ff e9 0e f9    ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 00  | 5.G..H.8..........ff............ | 
| 36c80 |  41 57 48 8d 05 f7 55 07 00 41 56 41 55 41 54 49    89 d4 55 53 48 81 ec 18 01 00 00 48 8b 1d d6 42  | AWH...U..AVAUATI..USH......H...B | 
| 36ca0 |  07 00 48 89 84 24 e0 00 00 00 48 05 60 09 00 00    48 89 84 24 e8 00 00 00 48 2d e8 00 00 00 48 89  | ..H..$....H.`...H..$....H-....H. | 
| 36cc0 |  84 24 f0 00 00 00 48 2d b8 01 00 00 48 89 84 24    f8 00 00 00 48 8b 05 a5 42 07 00 48 89 7c 24 20  | .$....H-....H..$....H...B..H.|$. | 
| 36ce0 |  48 c7 84 24 c0 00 00 00 00 00 00 00 48 c7 84 24    00 01 00 00 00 00 00 00 48 89 9c 24 c8 00 00 00  | H..$........H..$........H..$.... | 
| 36d00 |  48 89 84 24 d0 00 00 00 48 89 9c 24 d8 00 00 00    48 85 c9 0f 84 47 05 00 00 4c 8d 3c d6 48 83 fa  | H..$....H..$....H....G...L.<.H.. | 
| 36d20 |  04 0f 87 12 17 00 00 48 8d 15 12 4d 02 00 49 89    cd 4a 63 04 a2 48 01 d0 ff e0 66 0f 1f 44 00 00  | .......H...M..I..Jc..H....f..D.. | 
| 36d40 |  48 8b 46 18 48 89 84 24 d8 00 00 00 48 8b 46 10    48 89 84 24 d0 00 00 00 48 8b 46 08 48 8b 2e 4d  | H.F.H..$....H.F.H..$....H.F.H..M | 
| 36d60 |  8b 75 10 48 89 84 24 c8 00 00 00 48 89 ac 24 c0    00 00 00 49 83 fc 02 0f 84 6a 06 00 00 49 83 fc  | .u.H..$....H..$....I.....j...I.. | 
| 36d80 |  02 0f 8f 69 04 00 00 4d 85 e4 0f 84 64 05 00 00    49 83 fc 01 0f 85 ab 04 00 00 4d 85 f6 0f 8f 1d  | ...i...M....d...I.........M..... | 
| 36da0 |  06 00 00 48 8b 8c 24 d0 00 00 00 48 8b 84 24 c8    00 00 00 4c 8b a4 24 d8 00 00 00 48 89 4c 24 18  | ...H..$....H..$....L..$....H.L$. | 
| 36dc0 |  48 89 84 24 80 00 00 00 48 c7 84 24 88 00 00 00    00 00 00 00 48 c7 84 24 90 00 00 00 00 00 00 00  | H..$....H..$........H..$........ | 
| 36de0 |  48 c7 84 24 98 00 00 00 00 00 00 00 48 c7 84 24    a0 00 00 00 00 00 00 00 48 c7 84 24 a8 00 00 00  | H..$........H..$........H..$.... | 
| 36e00 |  00 00 00 00 48 c7 84 24 b0 00 00 00 00 00 00 00    48 c7 84 24 b8 00 00 00 00 00 00 00 8b 55 00 83  | ....H..$........H..$.........U.. | 
| 36e20 |  c2 01 74 0b 89 55 00 48 8b 84 24 80 00 00 00 8b    10 83 c2 01 74 02 89 10 41 8b 04 24 83 c0 01 74  | ..t..U.H..$.........t...A..$...t | 
| 36e40 |  04 41 89 04 24 4c 8b 2d 94 5a 07 00 48 8b 3d ed    50 07 00 49 8b 55 18 4c 89 ee e8 01 e7 fc ff 49  | .A..$L.-.Z..H.=.P..I.U.L.......I | 
| 36e60 |  89 c6 48 85 c0 0f 84 0d 16 00 00 8b 00 83 c0 01    74 03 41 89 06 4c 89 b4 24 90 00 00 00 49 8b 46  | ..H.............t.A..L..$....I.F | 
| 36e80 |  08 48 8b 35 78 54 07 00 4c 89 f7 48 8b 80 90 00    00 00 48 85 c0 0f 84 85 16 00 00 ff d0 49 89 c7  | .H.5xT..L..H......H..........I.. | 
| 36ea0 |  48 8b bc 24 90 00 00 00 4d 85 ff 0f 84 7f 16 00    00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f  | H..$....M........H....x.H...H... | 
| 36ec0 |  84 db 0d 00 00 bf 01 00 00 00 48 c7 84 24 90 00    00 00 00 00 00 00 e8 d5 e5 fc ff 48 89 84 24 90  | ..........H..$.............H..$. | 
| 36ee0 |  00 00 00 49 89 c6 48 85 c0 0f 84 f1 16 00 00 8b    45 00 83 c0 01 74 03 89 45 00 49 89 6e 18 e8 3d  | ...I..H.........E....t..E.I.n..= | 
| 36f00 |  e7 fc ff 48 89 84 24 98 00 00 00 49 89 c6 48 85    c0 0f 84 e9 19 00 00 48 8b 15 2a 40 07 00 48 8b  | ...H..$....I..H........H..*@..H. | 
| 36f20 |  35 03 55 07 00 48 89 c7 e8 d3 e7 fc ff 85 c0 0f    88 7b 0d 00 00 48 8b 94 24 98 00 00 00 48 8b b4  | 5.U..H...........{...H..$....H.. | 
| 36f40 |  24 90 00 00 00 4c 89 ff e8 93 c6 fd ff 48 89 84    24 a0 00 00 00 49 89 c6 48 85 c0 0f 84 cf 31 00  | $....L.......H..$....I..H.....1. | 
| 36f60 |  00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f    84 db 04 00 00 48 8b bc 24 90 00 00 00 48 8b 07  | .I....x.H...I........H..$....H.. | 
| 36f80 |  85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 af 04 00    00 48 8b bc 24 98 00 00 00 48 c7 84 24 90 00 00  | ..x.H...H........H..$....H..$... | 
| 36fa0 |  00 00 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01    48 89 07 0f 84 77 04 00 00 48 8b 84 24 a0 00 00  | .....H....x.H...H....w...H..$... | 
| 36fc0 |  00 48 c7 84 24 98 00 00 00 00 00 00 00 48 89 44    24 60 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89  | .H..$........H.D$`H.E...x.H...H. | 
| 36fe0 |  45 00 0f 84 38 04 00 00 48 8b 7c 24 60 48 8b 35    54 58 07 00 48 c7 84 24 a0 00 00 00 00 00 00 00  | E...8...H.|$`H.5TX..H..$........ | 
| 37000 |  48 8b 47 08 48 8b 80 90 00 00 00 48 85 c0 0f 84    3c 32 00 00 ff d0 49 89 c6 4c 89 b4 24 a0 00 00  | H.G.H......H....<2....I..L..$... | 
| 37020 |  00 4d 85 f6 0f 84 96 31 00 00 48 8b 35 ff 5d 07    00 4c 39 f6 0f 84 26 04 00 00 49 8b 46 08 48 8b  | .M.....1..H.5.]..L9...&...I.F.H. | 
| 37040 |  2d 63 3f 07 00 48 39 e8 0f 85 22 32 00 00 45 8b    6e 10 41 83 e5 01 49 8b 06 85 c0 78 11 48 83 e8  | -c?..H9..."2..E.n.A...I....x.H.. | 
| 37060 |  01 49 89 06 75 08 4c 89 f7 e8 62 e1 fc ff 48 c7    84 24 a0 00 00 00 00 00 00 00 45 85 ed 0f 85 f4  | .I..u.L...b...H..$........E..... | 
| 37080 |  03 00 00 48 8b 35 be 57 07 00 48 8b 7c 24 60 e8    fc c5 fd ff 48 89 84 24 98 00 00 00 49 89 c7 48  | ...H.5.W..H.|$`.....H..$....I..H | 
| 370a0 |  85 c0 0f 84 03 34 00 00 48 8b 35 89 5d 07 00 48    39 f0 0f 84 c8 2c 00 00 48 8b 40 08 48 39 e8 0f  | .....4..H.5.]..H9....,..H.@.H9.. | 
| 370c0 |  85 b4 49 00 00 49 8b 47 10 a8 02 75 0e 48 c1 e8    03 48 83 f8 01 0f 84 97 2c 00 00 49 8b 07 85 c0  | ..I..I.G...u.H...H......,..I.... | 
| 370e0 |  78 11 48 83 e8 01 49 89 07 75 08 4c 89 ff e8 dd    e0 fc ff 48 c7 84 24 98 00 00 00 00 00 00 00 48  | x.H...I..u.L.......H..$........H | 
| 37100 |  8b 35 e2 5d 07 00 48 8b 3d 3b 5f 07 00 31 d2 e8    cc c4 fd ff 48 89 84 24 98 00 00 00 49 89 c6 48  | .5.]..H.=;_..1......H..$....I..H | 
| 37120 |  85 c0 0f 84 17 77 00 00 48 89 c7 e8 a0 d7 fd ff    48 8b bc 24 98 00 00 00 48 8b 07 85 c0 78 0d 48  | .....w..H.......H..$....H....x.H | 
| 37140 |  83 e8 01 48 89 07 0f 84 45 67 00 00 48 c7 44 24    20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48  | ...H....Eg..H.D$.....H.l$`E1.1.H | 
| 37160 |  c7 44 24 48 00 00 00 00 45 31 d2 45 31 ff 48 8b    bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00 45  | .D$H....E1.E1.H..$....H.D$@....E | 
| 37180 |  31 ed 45 31 f6 41 bb 2c 33 00 00 48 c7 44 24 38    00 00 00 00 ba b3 03 00 00 48 c7 84 24 98 00 00  | 1.E1.A.,3..H.D$8.........H..$... | 
| 371a0 |  00 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7    44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00  | .....H.D$0....H.D$X....H.D$P.... | 
| 371c0 |  48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00    00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 08  | H.D$.....H.D$.....H.D$(....H.D$. | 
| 371e0 |  00 00 00 00 e9 4f 0b 00 00 0f 1f 80 00 00 00 00    49 83 fc 03 75 4f 4d 85 f6 7e 53 49 8b 4d 10 48  | .....O..........I...uOM..~SI.M.H | 
| 37200 |  8b 2d 3a 57 07 00 48 85 c9 0f 8e 5c 11 00 00 31    c0 eb 12 0f 1f 44 00 00 48 83 c0 01 48 39 c1 0f  | .-:W..H....\...1.....D..H...H9.. | 
| 37220 |  84 1b 10 00 00 49 3b 6c c5 18 75 ec 49 8b 04 c7    48 85 c0 0f 84 32 11 00 00 48 89 84 24 d8 00 00  | .....I;l..u.I...H....2...H..$... | 
| 37240 |  00 49 83 ee 01 4d 85 f6 0f 8f 1a 0a 00 00 48 8b    ac 24 c0 00 00 00 e9 48 fb ff ff 0f 1f 44 00 00  | .I...M........H..$.....H.....D.. | 
| 37260 |  48 83 fa 03 0f 84 86 16 00 00 7f 3c 48 83 fa 01    0f 84 b2 00 00 00 48 83 fa 02 0f 85 b9 11 00 00  | H..........<H.........H......... | 
| 37280 |  48 89 44 24 18 49 89 dc 48 8b 46 08 48 8b 2e 48    89 84 24 c8 00 00 00 48 89 ac 24 c0 00 00 00 e9  | H.D$.I..H.F.H..H..$....H..$..... | 
| 372a0 |  1c fb ff ff 0f 1f 40 00 48 83 fa 04 0f 85 96 00    00 00 4c 8b 66 18 4c 89 a4 24 d8 00 00 00 48 8b  | ......@.H.........L.f.L..$....H. | 
| 372c0 |  46 10 48 89 44 24 18 48 89 84 24 d0 00 00 00 eb    b7 0f 1f 80 00 00 00 00 48 8b 2e 4c 8b 71 10 48  | F.H.D$.H..$.............H..L.q.H | 
| 372e0 |  89 ac 24 c0 00 00 00 e9 91 fa ff ff 0f 1f 40 00    4c 8b 71 10 48 8b 15 85 4f 07 00 4c 89 fe 4c 89  | ..$...........@.L.q.H...O..L..L. | 
| 37300 |  ef e8 da d6 fd ff 48 89 84 24 c0 00 00 00 48 89    c5 48 85 c0 0f 84 46 32 00 00 49 83 ee 01 e9 77  | ......H..$....H..H....F2..I....w | 
| 37320 |  fa ff ff 0f 1f 44 00 00 48 8b 2e 48 89 44 24 18    49 89 dc 48 89 d8 48 89 ac 24 c0 00 00 00 e9 7d  | .....D..H..H.D$.I..H..H..$.....} | 
| 37340 |  fa ff ff 0f 1f 44 00 00 48 8d 0d e9 40 02 00 41    b8 04 00 00 00 4c 8d 0d 54 45 02 00 48 83 ec 08  | .....D..H...@..A.....L..TE..H... | 
| 37360 |  48 8b 05 d1 3b 07 00 48 8d 15 e8 45 02 00 48 8d    35 8b 22 02 00 41 54 48 8b 38 31 c0 e8 0f e4 fc  | H...;..H...E..H.5."..ATH.81..... | 
| 37380 |  ff 58 be bd 31 00 00 5a 48 8d 0d ba 40 02 00 ba    49 03 00 00 48 8d 3d d5 34 02 00 45 31 ff e8 0d  | .X..1..ZH...@...I...H.=.4..E1... | 
| 373a0 |  e7 fd ff 48 81 c4 18 01 00 00 4c 89 f8 5b 5d 41    5c 41 5d 41 5e 41 5f c3 0f 1f 84 00 00 00 00 00  | ...H......L..[]A\A]A^A_......... | 
| 373c0 |  48 8b 15 19 58 07 00 4c 89 fe 4c 89 ef e8 0e d6    fd ff 48 85 c0 0f 84 90 30 00 00 48 89 84 24 c8  | H...X..L..L.......H.....0..H..$. | 
| 373e0 |  00 00 00 49 83 ee 01 4d 85 f6 0f 8e c8 11 00 00    48 8b 15 01 57 07 00 4c 89 fe 4c 89 ef e8 de d5  | ...I...M........H...W..L..L..... | 
| 37400 |  fd ff 48 85 c0 0f 84 75 2f 00 00 48 89 84 24 d0    00 00 00 49 83 ee 01 e9 da fd ff ff 0f 1f 40 00  | ..H....u/..H..$....I..........@. | 
| 37420 |  48 89 ef e8 a8 dd fc ff e9 bb fb ff ff 0f 1f 00    e8 9b dd fc ff e9 7f fb ff ff 66 0f 1f 44 00 00  | H.........................f..D.. | 
| 37440 |  e8 8b dd fc ff e9 47 fb ff ff 66 0f 1f 44 00 00    4c 89 ff e8 78 dd fc ff e9 18 fb ff ff 0f 1f 00  | ......G...f..D..L...x........... | 
| 37460 |  49 8b 06 85 c0 0f 89 65 24 00 00 48 c7 84 24 a0    00 00 00 00 00 00 00 e8 54 dc fc ff 48 8d 8c 24  | I......e$..H..$.........T...H..$ | 
| 37480 |  b8 00 00 00 48 8d 94 24 b0 00 00 00 48 8b 78 68    48 8d b4 24 a8 00 00 00 48 89 c5 e8 90 cc fd ff  | ....H..$....H.xhH..$....H....... | 
| 374a0 |  48 8b 3d 91 54 07 00 e8 94 b4 fe ff 48 89 84 24    98 00 00 00 49 89 c6 48 85 c0 0f 84 9e 11 00 00  | H.=.T.......H..$....I..H........ | 
| 374c0 |  48 8b 35 51 51 07 00 48 89 c7 e8 c1 c1 fd ff 48    89 84 24 90 00 00 00 49 89 c6 48 85 c0 0f 84 56  | H.5QQ..H.......H..$....I..H....V | 
| 374e0 |  30 00 00 48 8b bc 24 98 00 00 00 48 8b 07 85 c0    78 0d 48 83 e8 01 48 89 07 0f 84 61 2d 00 00 48  | 0..H..$....H....x.H...H....a-..H | 
| 37500 |  8b 7c 24 60 48 8b 35 75 51 07 00 48 c7 84 24 98    00 00 00 00 00 00 00 e8 74 c1 fd ff 48 8b bc 24  | .|$`H.5uQ..H..$.........t...H..$ | 
| 37520 |  90 00 00 00 41 bb 51 32 00 00 49 89 c6 48 85 c0    0f 84 36 11 00 00 48 8b 05 bb 39 07 00 48 89 44  | ....A.Q2..I..H....6...H...9..H.D | 
| 37540 |  24 30 49 39 46 08 0f 85 10 47 00 00 4d 8b 6e 18    4d 85 ed 0f 84 00 48 00 00 41 8b 45 00 4d 8b 7e  | $0I9F....G..M.n.M.....H..A.E.M.~ | 
| 37560 |  10 83 c0 01 74 04 41 89 45 00 41 8b 07 83 c0 01    74 03 41 89 07 49 8b 06 85 c0 0f 88 20 2e 00 00  | ....t.A.E.A.....t.A..I.......... | 
| 37580 |  48 83 e8 01 48 8d b4 24 e0 00 00 00 ba 01 00 00    00 49 89 06 0f 84 56 27 00 00 4c 89 ff 4c 89 ac  | H...H..$.........I....V'..L..L.. | 
| 375a0 |  24 e0 00 00 00 48 c7 84 24 e8 00 00 00 00 00 00    00 e8 ba e1 fd ff 4c 89 ef 48 89 84 24 98 00 00  | $....H..$.............L..H..$... | 
| 375c0 |  00 e8 9a c1 fd ff 48 83 bc 24 98 00 00 00 00 0f    84 e3 45 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01  | ......H..$........E..I....x.H... | 
| 375e0 |  49 89 07 0f 84 e7 26 00 00 48 8b bc 24 90 00 00    00 48 8b 44 24 30 ba 01 00 00 00 45 31 ed 48 8d  | I.....&..H..$....H.D$0.....E1.H. | 
| 37600 |  b4 24 e8 00 00 00 48 39 47 08 0f 84 5b 47 00 00    48 8b 84 24 98 00 00 00 4c 89 ac 24 e0 00 00 00  | .$....H9G...[G..H..$....L..$.... | 
| 37620 |  48 89 84 24 e8 00 00 00 e8 43 e1 fd ff 4c 89 ef    48 89 84 24 a0 00 00 00 e8 23 c1 fd ff 48 8b bc  | H..$.....C...L..H..$.....#...H.. | 
| 37640 |  24 98 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01    48 89 07 0f 84 67 26 00 00 4c 8b b4 24 a0 00 00  | $....H....x.H...H....g&..L..$... | 
| 37660 |  00 48 8b bc 24 90 00 00 00 48 c7 84 24 98 00 00    00 00 00 00 00 41 bb 7c 32 00 00 4d 85 f6 0f 84  | .H..$....H..$........A.|2..M.... | 
| 37680 |  e8 0f 00 00 48 8b 07 85 c0 78 15 48 83 e8 01 48    89 07 0f 84 48 26 00 00 4c 8b b4 24 a0 00 00 00  | ....H....x.H...H....H&..L..$.... | 
| 376a0 |  48 8b bc 24 a8 00 00 00 48 c7 84 24 90 00 00 00    00 00 00 00 48 c7 84 24 a0 00 00 00 00 00 00 00  | H..$....H..$........H..$........ | 
| 376c0 |  e8 9b c0 fd ff 48 8b bc 24 b0 00 00 00 48 c7 84    24 a8 00 00 00 00 00 00 00 e8 82 c0 fd ff 48 8b  | .....H..$....H..$.............H. | 
| 376e0 |  bc 24 b8 00 00 00 48 c7 84 24 b0 00 00 00 00 00    00 00 e8 69 c0 fd ff 48 8b 35 32 57 07 00 ba 01  | .$....H..$.........i...H.52W.... | 
| 37700 |  00 00 00 4c 89 f7 48 c7 84 24 b8 00 00 00 00 00    00 00 e8 09 db fc ff 48 89 84 24 98 00 00 00 49  | ...L..H..$.............H..$....I | 
| 37720 |  89 c7 48 85 c0 0f 84 4e 47 00 00 48 3b 05 4e 38    07 00 0f 94 c0 4c 3b 3d 0c 38 07 00 0f 94 c2 08  | ..H....NG..H;.N8.....L;=.8...... | 
| 37740 |  c2 75 09 49 39 df 0f 85 cc 24 00 00 0f b6 e8 49    8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 c7  | .u.I9....$.....I....x.H...I..... | 
| 37760 |  25 00 00 48 c7 84 24 98 00 00 00 00 00 00 00 85    ed 0f 85 79 21 00 00 49 39 dc 0f 84 10 12 00 00  | %..H..$............y!..I9....... | 
| 37780 |  4c 89 e7 e8 28 de fc ff 48 89 c5 48 83 f8 ff 0f    84 9b 4f 00 00 48 8b 3d 44 51 07 00 e8 9f b1 fe  | L...(...H..H......O..H.=DQ...... | 
| 377a0 |  ff 48 89 44 24 08 48 89 84 24 90 00 00 00 48 85    c0 0f 84 30 50 00 00 48 8b 35 3a 54 07 00 48 89  | .H.D$.H..$....H....0P..H.5:T..H. | 
| 377c0 |  c7 e8 ca be fd ff 48 8b bc 24 90 00 00 00 48 89    84 24 98 00 00 00 49 89 c7 48 85 c0 0f 84 c8 28  | ......H..$....H..$....I..H.....( | 
| 377e0 |  00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07    0f 84 60 2d 00 00 48 8b 3d e3 50 07 00 48 c7 84  | ..H....x.H...H....`-..H.=.P..H.. | 
| 37800 |  24 90 00 00 00 00 00 00 00 e8 32 b1 fe ff 49 89    c7 48 85 c0 0f 84 6e 50 00 00 48 8b 35 07 4d 07  | $.........2...I..H....nP..H.5.M. | 
| 37820 |  00 48 89 c7 e8 67 be fd ff 49 89 c2 48 85 c0 0f    84 3e 51 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01  | .H...g...I..H....>Q..I....x.H... | 
| 37840 |  49 89 07 0f 84 19 46 00 00 48 8b 3d 90 50 07 00    4c 89 54 24 08 e8 e6 b0 fe ff 4c 8b 54 24 08 48  | I.....F..H.=.P..L.T$......L.T$.H | 
| 37860 |  85 c0 49 89 c7 0f 84 f2 51 00 00 48 8b 35 c6 4c    07 00 48 89 c7 4c 89 54 24 10 e8 11 be fd ff 4c  | ..I.....Q..H.5.L..H..L.T$......L | 
| 37880 |  8b 54 24 10 48 85 c0 48 89 44 24 08 0f 84 56 53    00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07  | .T$.H..H.D$...VS..I....x.H...I.. | 
| 378a0 |  0f 84 8e 46 00 00 48 8b 05 4b 36 07 00 48 8d b4    24 e8 00 00 00 ba 01 00 00 00 45 31 ed 48 89 44  | ...F..H..K6..H..$.........E1.H.D | 
| 378c0 |  24 30 49 39 42 08 0f 84 60 54 00 00 4c 8b 7c 24    08 66 49 0f 6e c5 4c 89 d7 4c 89 54 24 10 66 49  | $0I9B...`T..L.|$.fI.n.L..L.T$.fI | 
| 378e0 |  0f 6e e7 66 0f 6c c4 0f 29 84 24 e0 00 00 00 e8    7c de fd ff 4c 89 ef 48 89 84 24 90 00 00 00 e8  | .n.f.l..).$.....|...L..H..$..... | 
| 37900 |  5c be fd ff 49 8b 07 4c 8b 54 24 10 85 c0 78 0d    48 83 e8 01 49 89 07 0f 84 2e 46 00 00 48 8b 84  | \...I..L.T$...x.H...I.....F..H.. | 
| 37920 |  24 90 00 00 00 48 89 44 24 08 48 85 c0 0f 84 4b    54 00 00 49 8b 02 85 c0 78 1a 48 83 e8 01 49 89  | $....H.D$.H....KT..I....x.H...I. | 
| 37940 |  02 0f 84 29 4c 00 00 48 8b 84 24 90 00 00 00 48    89 44 24 08 48 8b 7c 24 08 48 8b 35 80 4b 07 00  | ...)L..H..$....H.D$.H.|$.H.5.K.. | 
| 37960 |  e8 2b bd fd ff 48 8b bc 24 90 00 00 00 49 89 c7    48 85 c0 0f 84 36 5c 00 00 48 8b 07 85 c0 78 0d  | .+...H..$....I..H....6\..H....x. | 
| 37980 |  48 83 e8 01 48 89 07 0f 84 43 4e 00 00 48 8b bc    24 98 00 00 00 48 8b 4c 24 30 ba 01 00 00 00 31  | H...H....CN..H..$....H.L$0.....1 | 
| 379a0 |  c0 48 c7 84 24 90 00 00 00 00 00 00 00 48 8d b4    24 e8 00 00 00 48 39 4f 08 0f 84 e1 5d 00 00 66  | .H..$........H..$....H9O....]..f | 
| 379c0 |  49 0f 6e cf 66 48 0f 6e c0 66 0f 6c c1 0f 29 84    24 e0 00 00 00 e8 96 dd fd ff 48 8b bc 24 90 00  | I.n.fH.n.f.l..).$.........H..$.. | 
| 379e0 |  00 00 48 89 84 24 a0 00 00 00 e8 71 bd fd ff 48    c7 84 24 90 00 00 00 00 00 00 00 49 8b 07 85 c0  | ..H..$.....q...H..$........I.... | 
| 37a00 |  78 0d 48 83 e8 01 49 89 07 0f 84 cb 4d 00 00 48    8b 84 24 a0 00 00 00 48 89 44 24 08 48 85 c0 0f  | x.H...I.....M..H..$....H.D$.H... | 
| 37a20 |  84 f6 5c 00 00 48 8b bc 24 98 00 00 00 48 8b 07    85 c0 78 1a 48 83 e8 01 48 89 07 0f 84 20 4e 00  | ..\..H..$....H....x.H...H.....N. | 
| 37a40 |  00 48 8b 84 24 a0 00 00 00 48 89 44 24 08 49 8b    7c 24 08 48 8b 35 46 45 07 00 48 c7 84 24 98 00  | .H..$....H.D$.I.|$.H.5FE..H..$.. | 
| 37a60 |  00 00 00 00 00 00 48 c7 84 24 a0 00 00 00 00 00    00 00 e8 b9 c0 fd ff 85 c0 0f 85 ed 44 00 00 48  | ......H..$..................D..H | 
| 37a80 |  8b 05 9a 56 07 00 bf 0c 00 00 00 4c 8b a8 28 02    00 00 ff 90 68 01 00 00 45 31 c9 31 c9 31 d2 48  | ...V.......L..(.....h...E1.1.1.H | 
| 37aa0 |  89 c6 41 b8 01 01 00 00 4c 89 e7 41 ff d5 48 89    44 24 28 48 89 84 24 a0 00 00 00 48 85 c0 0f 84  | ..A.....L..A..H.D$(H..$....H.... | 
| 37ac0 |  60 62 00 00 48 89 c1 8b 00 48 89 cf 89 44 24 10    83 c0 01 74 0a 89 01 48 8b bc 24 a0 00 00 00 48  | `b..H....H...D$....t...H..$....H | 
| 37ae0 |  8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 46    4f 00 00 48 c7 84 24 a0 00 00 00 00 00 00 00 49  | ....x.H...H....FO..H..$........I | 
| 37b00 |  8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f    84 2e 4f 00 00 48 39 5c 24 28 0f 85 8f 65 00 00  | ..$..x.H...I..$...O..H9\$(...e.. | 
| 37b20 |  48 8b 7c 24 28 48 8b 35 1c 4d 07 00 4c 8b 67 10    e8 5b bb fd ff 49 89 c1 48 85 c0 0f 84 e7 64 00  | H.|$(H.5.M..L.g..[...I..H.....d. | 
| 37b40 |  00 48 8b 35 f0 52 07 00 48 39 f0 0f 84 d0 52 00    00 48 8b 40 08 48 3b 05 4c 34 07 00 0f 85 7d 6d  | .H.5.R..H9....R..H.@.H;.L4....}m | 
| 37b60 |  00 00 49 8b 41 10 a8 02 75 0e 48 c1 e8 03 48 83    f8 01 0f 84 9e 52 00 00 49 8b 01 85 c0 78 0d 48  | ..I.A...u.H...H......R..I....x.H | 
| 37b80 |  83 e8 01 49 89 01 0f 84 cc 65 00 00 48 8b 35 65    53 07 00 48 8b 3d ae 54 07 00 31 d2 e8 3f ba fd  | ...I.....e..H.5eS..H.=.T..1..?.. | 
| 37ba0 |  ff 48 89 44 24 10 48 85 c0 0f 84 29 96 00 00 48    89 c3 48 89 c7 e8 16 cd fd ff 48 8b 03 85 c0 0f  | .H.D$.H....)...H..H.......H..... | 
| 37bc0 |  88 d0 86 00 00 48 8b 4c 24 10 48 83 e8 01 48 89    01 0f 84 2a 86 00 00 4c 8b 64 24 28 48 8b 6c 24  | .....H.L$.H...H....*...L.d$(H.l$ | 
| 37be0 |  60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00    ba c6 03 00 00 45 31 ff 31 db 48 c7 44 24 48 00  | `E1.E1.H.D$..........E1.1.H.D$H. | 
| 37c00 |  00 00 00 41 bb b9 34 00 00 45 31 ed 48 8b bc 24    90 00 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44  | ...A..4..E1.H..$....H.D$@....H.D | 
| 37c20 |  24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48    c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00  | $8....H.D$0....H.D$X....H.D$P... | 
| 37c40 |  00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00    00 00 00 48 c7 44 24 28 00 00 00 00 e9 d7 00 00  | .H.D$.....H.D$.....H.D$(........ | 
| 37c60 |  00 0f 1f 80 00 00 00 00 4c 8d 0d e7 3c 02 00 4d    89 e0 4c 89 fe 4c 89 ef 48 8d 8c 24 c0 00 00 00  | ........L...<..M..L..L..H..$.... | 
| 37c80 |  48 8d 94 24 e0 00 00 00 e8 93 d1 fd ff 85 c0 0f    89 b9 f5 ff ff be a7 31 00 00 e9 e9 f6 ff ff 90  | H..$...................1........ | 
| 37ca0 |  e8 2b d5 fc ff e9 1b f2 ff ff 66 0f 1f 44 00 00    48 c7 44 24 20 00 00 00 00 ba a9 03 00 00 45 31  | .+........f..D..H.D$..........E1 | 
| 37cc0 |  c9 48 8b bc 24 90 00 00 00 48 c7 44 24 48 00 00    00 00 45 31 d2 31 db 41 bb 1f 32 00 00 48 c7 44  | .H..$....H.D$H....E1.1.A..2..H.D | 
| 37ce0 |  24 40 00 00 00 00 45 31 ed 45 31 f6 48 c7 44 24    38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7  | $@....E1.E1.H.D$8....H.D$0....H. | 
| 37d00 |  44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00    48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00  | D$X....H.D$P....H.D$.....H.D$... | 
| 37d20 |  00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 08    00 00 00 00 0f 1f 40 00 48 85 ff 74 14 48 8b 07  | ..H.D$(....H.D$.......@.H..t.H.. | 
| 37d40 |  85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 1f 04 00    00 4d 85 ff 74 14 49 8b 07 85 c0 78 0d 48 83 e8  | ..x.H...H........M..t.I....x.H.. | 
| 37d60 |  01 49 89 07 0f 84 36 04 00 00 48 8b bc 24 98 00    00 00 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 83  | .I....6...H..$....H..t.H....x.H. | 
| 37d80 |  e8 01 48 89 07 0f 84 4d 04 00 00 48 8b bc 24 a0    00 00 00 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48  | ..H....M...H..$....H..t.H....x.H | 
| 37da0 |  83 e8 01 48 89 07 0f 84 64 04 00 00 4d 85 d2 74    14 49 8b 02 85 c0 78 0d 48 83 e8 01 49 89 02 0f  | ...H....d...M..t.I....x.H...I... | 
| 37dc0 |  84 5b 03 00 00 4d 85 c9 74 14 49 8b 01 85 c0 78    0d 48 83 e8 01 49 89 01 0f 84 72 03 00 00 48 8d  | .[...M..t.I....x.H...I....r...H. | 
| 37de0 |  0d 64 36 02 00 44 89 de 48 8d 3d 81 2a 02 00 45    31 ff e8 b9 dc fd ff 4d 85 f6 74 14 49 8b 06 85  | .d6..D..H.=.*..E1......M..t.I... | 
| 37e00 |  c0 78 0d 48 83 e8 01 49 89 06 0f 84 70 02 00 00    48 8b 4c 24 08 48 85 c9 74 14 48 8b 01 85 c0 78  | .x.H...I....p...H.L$.H..t.H....x | 
| 37e20 |  0d 48 83 e8 01 48 89 01 0f 84 62 02 00 00 48 8b    4c 24 28 48 85 c9 74 14 48 8b 01 85 c0 78 0d 48  | .H...H....b...H.L$(H..t.H....x.H | 
| 37e40 |  83 e8 01 48 89 01 0f 84 54 02 00 00 48 8b 74 24    10 48 85 f6 74 14 48 8b 06 85 c0 78 0d 48 83 e8  | ...H....T...H.t$.H..t.H....x.H.. | 
| 37e60 |  01 48 89 06 0f 84 46 02 00 00 4d 85 ed 74 16 49    8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00 0f  | .H....F...M..t.I.E...x.H...I.E.. | 
| 37e80 |  84 3b 02 00 00 48 8b 54 24 18 48 85 d2 74 14 48    8b 02 85 c0 78 0d 48 83 e8 01 48 89 02 0f 84 2d  | .;...H.T$.H..t.H....x.H...H....- | 
| 37ea0 |  02 00 00 48 85 db 74 14 48 8b 03 85 c0 78 0d 48    83 e8 01 48 89 03 0f 84 24 02 00 00 48 8b bc 24  | ...H..t.H....x.H...H....$...H..$ | 
| 37ec0 |  88 00 00 00 48 85 ff 74 14 48 8b 07 85 c0 78 0d    48 83 e8 01 48 89 07 0f 84 13 02 00 00 48 8b 5c  | ....H..t.H....x.H...H........H.\ | 
| 37ee0 |  24 50 48 85 db 74 14 48 8b 03 85 c0 78 0d 48 83    e8 01 48 89 03 0f 84 05 02 00 00 48 8b 5c 24 58  | $PH..t.H....x.H...H........H.\$X | 
| 37f00 |  48 85 db 74 14 48 8b 03 85 c0 78 0d 48 83 e8 01    48 89 03 0f 84 f7 01 00 00 48 8b 5c 24 30 48 85  | H..t.H....x.H...H........H.\$0H. | 
| 37f20 |  db 74 14 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89    03 0f 84 09 01 00 00 48 8b 4c 24 38 48 85 c9 74  | .t.H....x.H...H........H.L$8H..t | 
| 37f40 |  14 48 8b 01 85 c0 78 0d 48 83 e8 01 48 89 01 0f    84 fb 00 00 00 48 8b 74 24 40 48 85 f6 74 14 48  | .H....x.H...H........H.t$@H..t.H | 
| 37f60 |  8b 06 85 c0 78 0d 48 83 e8 01 48 89 06 0f 84 ed    00 00 00 48 8b 54 24 48 48 85 d2 74 14 48 8b 02  | ....x.H...H........H.T$HH..t.H.. | 
| 37f80 |  85 c0 78 0d 48 83 e8 01 48 89 02 0f 84 df 00 00    00 48 8b 5c 24 20 48 85 db 74 10 48 8b 03 85 c0  | ..x.H...H........H.\$.H..t.H.... | 
| 37fa0 |  78 09 48 83 e8 01 48 89 03 74 75 48 8b 45 00 85    c0 78 0a 48 83 e8 01 48 89 45 00 74 73 48 8b bc  | x.H...H..tuH.E...x.H...H.E.tsH.. | 
| 37fc0 |  24 80 00 00 00 48 85 ff 74 10 48 8b 07 85 c0 78    09 48 83 e8 01 48 89 07 74 36 4d 85 e4 0f 84 c0  | $....H..t.H....x.H...H..t6M..... | 
| 37fe0 |  f3 ff ff 49 8b 04 24 85 c0 0f 88 b4 f3 ff ff 48    83 e8 01 49 89 04 24 0f 85 a6 f3 ff ff 4c 89 e7  | ...I..$........H...I..$......L.. | 
| 38000 |  e8 cb d1 fc ff e9 99 f3 ff ff 66 0f 1f 44 00 00    e8 bb d1 fc ff eb c3 66 0f 1f 84 00 00 00 00 00  | ..........f..D.........f........ | 
| 38020 |  48 89 df e8 a8 d1 fc ff e9 7e ff ff ff 0f 1f 00    48 89 ef e8 98 d1 fc ff e9 80 ff ff ff 0f 1f 00  | H........~......H............... | 
| 38040 |  48 89 df e8 88 d1 fc ff e9 ea fe ff ff 0f 1f 00    48 89 cf e8 78 d1 fc ff e9 f8 fe ff ff 0f 1f 00  | H...............H...x........... | 
| 38060 |  48 89 f7 e8 68 d1 fc ff e9 06 ff ff ff 0f 1f 00    48 89 d7 e8 58 d1 fc ff e9 14 ff ff ff 0f 1f 00  | H...h...........H...X........... | 
| 38080 |  4c 89 f7 e8 48 d1 fc ff e9 83 fd ff ff 0f 1f 00    48 89 cf e8 38 d1 fc ff e9 91 fd ff ff 0f 1f 00  | L...H...........H...8........... | 
| 380a0 |  48 89 cf e8 28 d1 fc ff e9 9f fd ff ff 0f 1f 00    48 89 f7 e8 18 d1 fc ff e9 ad fd ff ff 0f 1f 00  | H...(...........H............... | 
| 380c0 |  4c 89 ef e8 08 d1 fc ff e9 b8 fd ff ff 0f 1f 00    48 89 d7 e8 f8 d0 fc ff e9 c6 fd ff ff 0f 1f 00  | L...............H............... | 
| 380e0 |  48 89 df e8 e8 d0 fc ff e9 cf fd ff ff 0f 1f 00    e8 db d0 fc ff e9 e3 fd ff ff 66 0f 1f 44 00 00  | H.........................f..D.. | 
| 38100 |  48 89 df e8 c8 d0 fc ff e9 ee fd ff ff 0f 1f 00    48 89 df e8 b8 d0 fc ff e9 fc fd ff ff 0f 1f 00  | H...............H............... | 
| 38120 |  4c 89 d7 89 54 24 70 4c 89 4c 24 68 44 89 5c 24    60 e8 9a d0 fc ff 8b 54 24 70 4c 8b 4c 24 68 44  | L...T$pL.L$hD.\$`......T$pL.L$hD | 
| 38140 |  8b 5c 24 60 e9 7c fc ff ff 0f 1f 80 00 00 00 00    4c 89 cf 89 54 24 68 44 89 5c 24 60 e8 6f d0 fc  | .\$`.|..........L...T$hD.\$`.o.. | 
| 38160 |  ff 8b 54 24 68 44 8b 5c 24 60 e9 6f fc ff ff 90    89 54 24 78 4c 89 4c 24 70 4c 89 54 24 68 44 89  | ..T$hD.\$`.o.....T$xL.L$pL.T$hD. | 
| 38180 |  5c 24 60 e8 48 d0 fc ff 8b 54 24 78 4c 8b 4c 24    70 4c 8b 54 24 68 44 8b 5c 24 60 e9 b1 fb ff ff  | \$`.H....T$xL.L$pL.T$hD.\$`..... | 
| 381a0 |  4c 89 ff 89 54 24 78 4c 89 4c 24 70 4c 89 54 24    68 44 89 5c 24 60 e8 15 d0 fc ff 8b 54 24 78 4c  | L...T$xL.L$pL.T$hD.\$`......T$xL | 
| 381c0 |  8b 4c 24 70 4c 8b 54 24 68 44 8b 5c 24 60 e9 97    fb ff ff 0f 1f 44 00 00 89 54 24 78 4c 89 4c 24  | .L$pL.T$hD.\$`.......D...T$xL.L$ | 
| 381e0 |  70 4c 89 54 24 68 44 89 5c 24 60 e8 e0 cf fc ff    8b 54 24 78 4c 8b 4c 24 70 4c 8b 54 24 68 44 8b  | pL.T$hD.\$`......T$xL.L$pL.T$hD. | 
| 38200 |  5c 24 60 e9 83 fb ff ff 0f 1f 84 00 00 00 00 00    89 54 24 78 4c 89 4c 24 70 4c 89 54 24 68 44 89  | \$`..............T$xL.L$pL.T$hD. | 
| 38220 |  5c 24 60 e8 a8 cf fc ff 8b 54 24 78 4c 8b 4c 24    70 4c 8b 54 24 68 44 8b 5c 24 60 e9 6c fb ff ff  | \$`......T$xL.L$pL.T$hD.\$`.l... | 
| 38240 |  48 8d 45 28 45 31 c0 4c 89 74 24 10 49 89 ce 48    89 44 24 18 4c 89 64 24 08 4d 89 ec 49 89 ed 4c  | H.E(E1.L.t$.I..H.D$.L.d$.M..I..L | 
| 38260 |  89 c5 66 0f 1f 44 00 00 49 8b 74 ec 18 49 39 f5    0f 84 aa 01 00 00 48 8b 05 53 2d 07 00 49 39 45  | ..f..D..I.t..I9.......H..S-..I9E | 
| 38280 |  08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2 0f 84 f5    00 00 00 84 c0 0f 84 ed 00 00 00 49 8b 55 10 48  | ....H9F....................I.U.H | 
| 382a0 |  3b 56 10 0f 85 f7 00 00 00 48 8b 46 18 49 8b 7d    18 48 39 c7 41 0f 95 c1 48 83 f8 ff 0f 95 c0 41  | ;V.......H.F.I.}.H9.A...H......A | 
| 382c0 |  84 c1 74 0a 48 83 ff ff 0f 85 d2 00 00 00 45 0f    b6 55 20 44 0f b6 4e 20 44 89 d0 44 89 cf c0 e8  | ..t.H.........E..U.D..N.D..D.... | 
| 382e0 |  02 40 c0 ef 02 83 e0 07 83 e7 07 40 38 f8 0f 85    ac 00 00 00 41 f6 c2 20 0f 85 9a 21 00 00 49 8b  | .@.........@8.......A......!..I. | 
| 38300 |  7d 38 41 f6 c1 20 0f 85 77 21 00 00 48 8b 76 38    44 0f b6 c8 41 83 f9 01 0f 84 2e 3a 00 00 41 83  | }8A.....w!..H.v8D...A......:..A. | 
| 38320 |  f9 02 0f 84 37 3c 00 00 44 8b 0f 44 8b 16 45 39    ca 75 6d 48 83 fa 01 0f 84 e3 00 00 00 0f b6 c0  | ....7<..D..D..E9.umH............ | 
| 38340 |  48 0f af d0 e8 c7 d0 fc ff 85 c0 0f 94 c0 0f b6    c0 75 4d 4d 89 e5 4c 8b 74 24 10 4c 8b 64 24 08  | H................uMM..L.t$.L.d$. | 
| 38360 |  49 89 e8 85 c0 0f 89 c5 00 00 00 e8 b0 d1 fc ff    48 85 c0 0f 84 ef f8 ff ff be a2 31 00 00 e9 05  | I...............H..........1.... | 
| 38380 |  f0 ff ff 0f 1f 44 00 00 49 39 dd 75 04 84 c0 75    0f 48 39 de 75 2a 84 d2 74 26 66 0f 1f 44 00 00  | .....D..I9.u...u.H9.u*..t&f..D.. | 
| 383a0 |  48 83 c5 01 49 39 ee 0f 85 bb fe ff ff 4d 89 e5    4c 8b 64 24 08 eb b4 66 0f 1f 84 00 00 00 00 00  | H...I9.......M..L.d$...f........ | 
| 383c0 |  4c 89 ef ba 02 00 00 00 e8 53 ce fc ff 48 89 c7    48 85 c0 74 d8 48 3b 05 a4 2b 07 00 0f 94 c0 48  | L........S...H..H..t.H;..+.....H | 
| 383e0 |  3b 3d 62 2b 07 00 0f 94 c2 08 c2 75 09 48 39 df    0f 85 0a 18 00 00 0f b6 c0 48 8b 17 85 d2 78 0d  | ;=b+.......u.H9..........H....x. | 
| 38400 |  48 83 ea 01 48 89 17 0f 84 0b 19 00 00 85 c0 74    8f e9 3d ff ff ff 66 2e 0f 1f 84 00 00 00 00 00  | H...H..........t..=...f......... | 
| 38420 |  4d 89 e5 4c 8b 74 24 10 4c 8b 64 24 08 49 89 e8    4b 8b 04 c7 e9 f7 ed ff ff 4d 85 e4 48 8d 05 f5  | M..L.t$.L.d$.I..K........M..H... | 
| 38440 |  2f 02 00 48 8d 0d e5 2f 02 00 41 0f 9f c0 48 0f    4f c8 4c 8d 0d d5 2f 02 00 45 0f b6 c0 48 8d 05  | /..H.../..A...H.O.L.../..E...H.. | 
| 38460 |  4c 34 02 00 4c 0f 4f c8 4f 8d 44 40 01 e9 ea ee    ff ff 66 0f 1f 44 00 00 e8 a3 d0 fc ff 48 85 c0  | L4..L.O.O.D@......f..D.......H.. | 
| 38480 |  0f 85 9d 3a 00 00 4c 89 ef e8 92 a2 fe ff 48 89    84 24 90 00 00 00 49 89 c6 48 85 c0 0f 85 db e9  | ...:..L.......H..$....I..H...... | 
| 384a0 |  ff ff 48 c7 44 24 20 00 00 00 00 45 31 c9 45 31    d2 31 db 48 c7 44 24 48 00 00 00 00 45 31 ed 41  | ..H.D$.....E1.E1.1.H.D$H....E1.A | 
| 384c0 |  bb 13 32 00 00 ba a9 03 00 00 48 c7 44 24 40 00    00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24  | ..2.......H.D$@....H.D$8....H.D$ | 
| 384e0 |  30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7    44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00  | 0....H.D$X....H.D$P....H.D$..... | 
| 38500 |  48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00    00 00 48 c7 44 24 08 00 00 00 00 e9 4a f8 ff ff  | H.D$.....H.D$(....H.D$......J... | 
| 38520 |  e8 db d2 fc ff 49 89 c7 e9 73 e9 ff ff 0f 1f 00    48 c7 44 24 20 00 00 00 00 45 31 c9 45 31 d2 31  | .....I...s......H.D$.....E1.E1.1 | 
| 38540 |  db 48 c7 44 24 48 00 00 00 00 45 31 ed 45 31 f6    41 bb 15 32 00 00 48 c7 44 24 40 00 00 00 00 ba  | .H.D$H....E1.E1.A..2..H.D$@..... | 
| 38560 |  a9 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44    24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48  | ....H.D$8....H.D$0....H.D$X....H | 
| 38580 |  c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00    00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00  | .D$P....H.D$.....H.D$.....H.D$(. | 
| 385a0 |  00 00 00 48 c7 44 24 08 00 00 00 00 e9 87 f7 ff    ff 0f 1f 80 00 00 00 00 48 8b 8c 24 d0 00 00 00  | ...H.D$.................H..$.... | 
| 385c0 |  48 8b ac 24 c0 00 00 00 4c 8b a4 24 d8 00 00 00    48 89 4c 24 18 e9 e6 e7 ff ff 66 0f 1f 44 00 00  | H..$....L..$....H.L$......f..D.. | 
| 385e0 |  48 c7 44 24 20 00 00 00 00 45 31 c9 45 31 d2 31    db 48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb 18  | H.D$.....E1.E1.1.H.D$H....E1.A.. | 
| 38600 |  32 00 00 ba a9 03 00 00 48 c7 44 24 40 00 00 00    00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00  | 2.......H.D$@....H.D$8....H.D$0. | 
| 38620 |  00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24    50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7  | ...H.D$X....H.D$P....H.D$.....H. | 
| 38640 |  44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00    48 c7 44 24 08 00 00 00 00 e9 f3 f6 ff ff 48 8b  | D$.....H.D$(....H.D$..........H. | 
| 38660 |  bc 24 90 00 00 00 41 bb 4c 32 00 00 44 89 5c 24    08 e8 ea b0 fd ff 4c 89 f7 48 c7 84 24 90 00 00  | .$....A.L2..D.\$......L..H..$... | 
| 38680 |  00 00 00 00 00 e8 d6 b0 fd ff 48 8b bc 24 98 00    00 00 e8 c9 b0 fd ff 48 8b bc 24 a0 00 00 00 48  | ..........H..$.........H..$....H | 
| 386a0 |  c7 84 24 98 00 00 00 00 00 00 00 e8 b0 b0 fd ff    48 8b 45 60 44 8b 5c 24 08 48 c7 84 24 a0 00 00  | ..$.............H.E`D.\$.H..$... | 
| 386c0 |  00 00 00 00 00 4c 8b 2d 74 49 07 00 48 85 c0 0f    84 93 16 00 00 48 8b 78 08 49 39 fd 0f 84 82 00  | .....L.-tI..H........H.x.I9..... | 
| 386e0 |  00 00 49 8b 45 08 48 8b 80 a8 00 00 00 a9 00 00    00 04 0f 85 10 43 00 00 48 8b 57 08 f6 82 ab 00  | ..I.E.H..............C..H.W..... | 
| 38700 |  00 00 80 0f 84 b9 1c 00 00 f6 87 ab 00 00 00 40    0f 84 ac 1c 00 00 a9 00 00 00 80 0f 84 a1 1c 00  | ...............@................ | 
| 38720 |  00 41 f6 85 ab 00 00 00 40 0f 84 93 1c 00 00 48    8b 97 58 01 00 00 48 85 d2 0f 84 01 16 00 00 48  | .A......@......H..X...H........H | 
| 38740 |  8b 4a 10 48 85 c9 0f 8e 1c 16 00 00 31 c0 eb 0d    48 83 c0 01 48 39 c1 0f 84 0b 16 00 00 4c 3b 6c  | .J.H........1...H...H9.......L;l | 
| 38760 |  c2 18 75 ec 48 8d 0d de 2c 02 00 ba ad 03 00 00    44 89 de 48 8d 3d f6 20 02 00 e8 31 d3 fd ff 48  | ..u.H...,.......D..H.=.....1...H | 
| 38780 |  8d 8c 24 98 00 00 00 48 8d 94 24 90 00 00 00 48    89 ef 48 8d b4 24 a0 00 00 00 e8 a1 cb fd ff 85  | ..$....H..$....H..H..$.......... | 
| 387a0 |  c0 0f 88 9f 1d 00 00 48 8b 35 2a 47 07 00 48 8b    3d 93 48 07 00 31 d2 e8 24 ae fd ff 49 89 c5 48  | .......H.5*G..H.=.H..1..$...I..H | 
| 387c0 |  85 c0 0f 84 ad 57 00 00 48 89 c7 e8 00 c1 fd ff    49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00  | .....W..H.......I.E...x.H...I.E. | 
| 387e0 |  0f 84 72 43 00 00 41 bb b0 32 00 00 ba af 03 00    00 48 8b 45 68 48 8b 8c 24 b0 00 00 00 4c 8b b4  | ..rC..A..2.......H.EhH..$....L.. | 
| 38800 |  24 b8 00 00 00 4c 8b ac 24 a8 00 00 00 48 8b 38    48 89 08 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48  | $....L..$....H.8H..H..t.H....x.H | 
| 38820 |  83 e8 01 48 89 07 0f 84 04 35 00 00 4d 85 ed 74    16 49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45  | ...H.....5..M..t.I.E...x.H...I.E | 
| 38840 |  00 0f 84 ca 34 00 00 4d 85 f6 0f 84 98 1b 00 00    49 8b 06 85 c0 0f 88 31 1d 00 00 48 83 e8 01 49  | ....4..M........I......1...H...I | 
| 38860 |  89 06 0f 84 09 34 00 00 48 c7 44 24 20 00 00 00    00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48  | .....4..H.D$.....H.l$`E1.1.H.D$H | 
| 38880 |  00 00 00 00 45 31 d2 45 31 ff 48 8b bc 24 90 00    00 00 48 c7 44 24 40 00 00 00 00 45 31 ed 45 31  | ....E1.E1.H..$....H.D$@....E1.E1 | 
| 388a0 |  f6 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00    00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24  | .H.D$8....H.D$0....H.D$X....H.D$ | 
| 388c0 |  50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7    44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00  | P....H.D$.....H.D$.....H.D$(.... | 
| 388e0 |  48 c7 44 24 08 00 00 00 00 e9 4a f4 ff ff 66 90    49 89 dc e9 c6 e9 ff ff 0f 1f 84 00 00 00 00 00  | H.D$......J...f.I............... | 
| 38900 |  48 c7 44 24 20 00 00 00 00 45 31 c9 45 31 d2 48    8b bc 24 90 00 00 00 48 c7 44 24 48 00 00 00 00  | H.D$.....E1.E1.H..$....H.D$H.... | 
| 38920 |  31 db 45 31 ed 41 bb 1d 32 00 00 48 c7 44 24 40    00 00 00 00 ba a9 03 00 00 48 c7 44 24 38 00 00  | 1.E1.A..2..H.D$@.........H.D$8.. | 
| 38940 |  00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58    00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44  | ..H.D$0....H.D$X....H.D$P....H.D | 
| 38960 |  24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48    c7 44 24 28 00 00 00 00 48 c7 44 24 08 00 00 00  | $.....H.D$.....H.D$(....H.D$.... | 
| 38980 |  00 e9 b2 f3 ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 c7 44 24 08 00 00 00 00 48 8b 84 24 80 00 00  | ......f.........H.D$.....H..$... | 
| 389a0 |  00 48 89 44 24 10 48 39 d8 0f 84 a1 11 00 00 48    8b 05 92 25 07 00 8b 00 89 44 24 28 83 c0 01 74  | .H.D$.H9.......H...%.....D$(...t | 
| 389c0 |  09 48 8b 0d 80 25 07 00 89 01 48 8b 05 77 25 07    00 45 31 ff 48 39 05 a5 25 07 00 48 c7 84 24 98  | .H...%....H..w%..E1.H9..%..H..$. | 
| 389e0 |  00 00 00 00 00 00 00 48 8b 05 92 25 07 00 41 0f    94 c7 48 39 05 4f 25 07 00 0f 84 b7 9f 00 00 48  | .......H...%..A...H9.O%........H | 
| 38a00 |  8b 4c 24 10 8b 01 89 44 24 28 83 c0 01 74 0f 89    01 48 8b 84 24 80 00 00 00 48 89 44 24 10 48 8b  | .L$....D$(...t...H..$....H.D$.H. | 
| 38a20 |  3d bb 3e 07 00 e8 16 9f fe ff 48 89 84 24 98 00    00 00 49 89 c5 48 85 c0 0f 84 d7 4d 00 00 48 8b  | =.>.......H..$....I..H.....M..H. | 
| 38a40 |  35 a3 3f 07 00 48 89 c7 e8 43 ac fd ff 48 89 84    24 a0 00 00 00 49 89 c5 48 85 c0 0f 84 47 4e 00  | 5.?..H...C...H..$....I..H....GN. | 
| 38a60 |  00 48 8b bc 24 98 00 00 00 48 8b 07 85 c0 78 0d    48 83 e8 01 48 89 07 0f 84 ee 3d 00 00 bf 01 00  | .H..$....H....x.H...H.....=..... | 
| 38a80 |  00 00 48 c7 84 24 98 00 00 00 00 00 00 00 e8 1d    ca fc ff 48 89 84 24 98 00 00 00 49 89 c5 48 85  | ..H..$.............H..$....I..H. | 
| 38aa0 |  c0 0f 84 b4 51 00 00 48 8b 4c 24 10 8b 01 89 44    24 28 83 c0 01 74 0a 89 01 4c 8b ac 24 98 00 00  | ....Q..H.L$....D$(...t...L..$... | 
| 38ac0 |  00 48 8b 44 24 10 49 89 45 18 e8 71 cb fc ff 49    89 c1 48 85 c0 0f 84 a5 53 00 00 48 8b 3d fe 3d  | .H.D$.I.E..q...I..H.....S..H.=.= | 
| 38ae0 |  07 00 48 89 44 24 28 e8 54 9e fe ff 4c 8b 4c 24    28 48 85 c0 49 89 c2 0f 84 ff 53 00 00 48 8b 35  | ..H.D$(.T...L.L$(H..I.....S..H.5 | 
| 38b00 |  44 3b 07 00 48 89 c7 4c 89 4c 24 30 48 89 44 24    28 e8 7a ab fd ff 4c 8b 54 24 28 4c 8b 4c 24 30  | D;..H..L.L$0H.D$(.z...L.T$(L.L$0 | 
| 38b20 |  48 85 c0 48 89 84 24 90 00 00 00 49 89 c5 0f 84    0f 5a 00 00 49 8b 02 85 c0 78 15 48 83 e8 01 49  | H..H..$....I.....Z..I....x.H...I | 
| 38b40 |  89 02 0f 84 48 41 00 00 4c 8b ac 24 90 00 00 00    48 8b 35 61 39 07 00 4c 89 cf 4c 89 ea 4c 89 4c  | ....HA..L..$....H.5a9..L..L..L.L | 
| 38b60 |  24 28 e8 99 cb fc ff 48 8b bc 24 90 00 00 00 4c    8b 4c 24 28 85 c0 0f 88 13 54 00 00 48 8b 07 85  | $(.....H..$....L.L$(.....T..H... | 
| 38b80 |  c0 78 0d 48 83 e8 01 48 89 07 0f 84 72 42 00 00    48 8b b4 24 98 00 00 00 48 8b bc 24 a0 00 00 00  | .x.H...H....rB..H..$....H..$.... | 
| 38ba0 |  4c 89 ca 4c 89 4c 24 28 48 c7 84 24 90 00 00 00    00 00 00 00 e8 27 aa fd ff 4c 8b 4c 24 28 48 85  | L..L.L$(H..$.........'...L.L$(H. | 
| 38bc0 |  c0 48 89 84 24 90 00 00 00 49 89 c5 0f 84 02 5b    00 00 48 8b bc 24 a0 00 00 00 48 8b 07 85 c0 78  | .H..$....I.....[..H..$....H....x | 
| 38be0 |  0d 48 83 e8 01 48 89 07 0f 84 f3 4a 00 00 48 8b    bc 24 98 00 00 00 48 c7 84 24 a0 00 00 00 00 00  | .H...H.....J..H..$....H..$...... | 
| 38c00 |  00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07    0f 84 da 4a 00 00 48 c7 84 24 98 00 00 00 00 00  | ..H....x.H...H.....J..H..$...... | 
| 38c20 |  00 00 49 8b 01 85 c0 78 0d 48 83 e8 01 49 89 01    0f 84 ce 4a 00 00 48 8b bc 24 80 00 00 00 48 8b  | ..I....x.H...I.....J..H..$....H. | 
| 38c40 |  84 24 90 00 00 00 48 89 84 24 80 00 00 00 48 8b    07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 af 4a  | .$....H..$....H....x.H...H.....J | 
| 38c60 |  00 00 48 8b 05 df 22 07 00 48 c7 84 24 90 00 00    00 00 00 00 00 48 89 44 24 28 48 8b 4c 24 18 48  | ..H..."..H..$........H.D$(H.L$.H | 
| 38c80 |  3b 0d fa 22 07 00 0f 94 c0 48 3b 0d b8 22 07 00    0f 94 c2 08 c2 0f 85 d5 16 00 00 48 39 d9 0f 84  | ;..".....H;..".............H9... | 
| 38ca0 |  cc 16 00 00 48 89 cf e8 34 c9 fc ff 85 c0 0f 88    31 3e 00 00 85 c0 0f 84 56 19 00 00 49 39 dc 0f  | ....H...4.......1>......V...I9.. | 
| 38cc0 |  84 c2 38 00 00 48 8b 35 84 37 07 00 4c 89 e7 e8    bc a9 fd ff 49 89 c5 48 85 c0 0f 84 f2 56 00 00  | ..8..H.5.7..L.......I..H.....V.. | 
| 38ce0 |  48 8b 05 11 22 07 00 48 c7 84 24 98 00 00 00 00    00 00 00 48 89 44 24 30 49 39 45 08 0f 85 26 59  | H..."..H..$........H.D$0I9E...&Y | 
| 38d00 |  00 00 49 8b 45 18 48 89 84 24 98 00 00 00 48 85    c0 0f 84 b6 5b 00 00 8b 10 4d 8b 4d 10 83 c2 01  | ..I.E.H..$....H.....[....M.M.... | 
| 38d20 |  74 02 89 10 41 8b 01 83 c0 01 74 03 41 89 01 49    8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00 0f  | t...A.....t.A..I.E...x.H...I.E.. | 
| 38d40 |  84 70 49 00 00 48 8b 84 24 98 00 00 00 48 8d b4    24 e0 00 00 00 ba 01 00 00 00 4c 89 cf 4c 89 4c  | .pI..H..$....H..$.........L..L.L | 
| 38d60 |  24 18 48 89 84 24 e0 00 00 00 48 c7 84 24 e8 00    00 00 00 00 00 00 e8 f5 c9 fd ff 48 8b bc 24 98  | $.H..$....H..$.............H..$. | 
| 38d80 |  00 00 00 48 89 84 24 90 00 00 00 e8 d0 a9 fd ff    48 8b 9c 24 90 00 00 00 4c 8b 4c 24 18 48 c7 84  | ...H..$.........H..$....L.L$.H.. | 
| 38da0 |  24 98 00 00 00 00 00 00 00 48 85 db 0f 84 a8 58    00 00 49 8b 01 85 c0 78 15 48 83 e8 01 49 89 01  | $........H.....X..I....x.H...I.. | 
| 38dc0 |  0f 84 2f 40 00 00 48 8b 9c 24 90 00 00 00 31 c9    ba 01 00 00 00 48 c7 c6 ff ff ff ff 48 89 df 48  | ../@..H..$....1......H......H..H | 
| 38de0 |  c7 84 24 90 00 00 00 00 00 00 00 e8 90 b1 fd ff    48 89 44 24 18 48 89 84 24 90 00 00 00 48 85 c0  | ..$.............H.D$.H..$....H.. | 
| 38e00 |  0f 84 53 59 00 00 48 89 df 48 89 c6 e8 9f c5 fc    ff 48 8b bc 24 90 00 00 00 49 89 c5 48 85 c0 0f  | ..SY..H..H.......H..$....I..H... | 
| 38e20 |  84 1b 5c 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01    48 89 07 0f 84 76 4b 00 00 48 c7 84 24 90 00 00  | ..\..H....x.H...H....vK..H..$... | 
| 38e40 |  00 00 00 00 00 48 8b 03 85 c0 78 0d 48 83 e8 01    48 89 03 0f 84 60 4b 00 00 48 8b 35 30 3c 07 00  | .....H....x.H...H....`K..H.50<.. | 
| 38e60 |  48 8b 7c 24 20 e8 26 a8 fd ff 48 89 44 24 18 48    89 84 24 90 00 00 00 48 85 c0 0f 84 c1 5e 00 00  | H.|$..&...H.D$.H..$....H.....^.. | 
| 38e80 |  48 c7 84 24 98 00 00 00 00 00 00 00 48 8b 4c 24    30 48 39 48 08 0f 85 7b 51 00 00 48 89 c1 48 8b  | H..$........H.L$0H9H...{Q..H..H. | 
| 38ea0 |  40 18 48 89 84 24 98 00 00 00 48 85 c0 0f 84 63    51 00 00 48 8b 49 10 8b 10 48 89 4c 24 18 83 c2  | @.H..$....H....cQ..H.I...H.L$... | 
| 38ec0 |  01 74 02 89 10 48 8b 4c 24 18 8b 01 89 44 24 20    83 c0 01 74 02 89 01 48 8b bc 24 90 00 00 00 48  | .t...H.L$....D$....t...H..$....H | 
| 38ee0 |  8b 44 24 18 48 89 84 24 90 00 00 00 48 8b 07 85    c0 0f 88 77 4f 00 00 48 83 e8 01 48 89 07 0f 84  | .D$.H..$....H......wO..H...H.... | 
| 38f00 |  81 50 00 00 48 8b 84 24 90 00 00 00 48 8d b4 24    e0 00 00 00 ba 02 00 00 00 48 89 44 24 18 48 8b  | .P..H..$....H..$.........H.D$.H. | 
| 38f20 |  84 24 98 00 00 00 48 8b 7c 24 18 48 89 84 24 e0    00 00 00 48 8b 44 24 10 48 89 84 24 e8 00 00 00  | .$....H.|$.H..$....H.D$.H..$.... | 
| 38f40 |  e8 2b c8 fd ff 48 8b bc 24 98 00 00 00 48 89 c3    48 89 44 24 18 e8 06 a8 fd ff 48 8b bc 24 90 00  | .+...H..$....H..H.D$......H..$.. | 
| 38f60 |  00 00 48 c7 84 24 98 00 00 00 00 00 00 00 48 85    db 0f 84 ba 5e 00 00 48 8b 07 85 c0 78 0d 48 83  | ..H..$........H.....^..H....x.H. | 
| 38f80 |  e8 01 48 89 07 0f 84 59 4d 00 00 48 8b 35 be 3b    07 00 4c 89 ef 48 c7 84 24 90 00 00 00 00 00 00  | ..H....YM..H.5.;..L..H..$....... | 
| 38fa0 |  00 e8 ea a6 fd ff 49 89 c1 48 85 c0 0f 84 37 5f    00 00 bf 01 00 00 00 48 89 44 24 20 e8 ef c4 fc  | ......I..H....7_.......H.D$..... | 
| 38fc0 |  ff 4c 8b 4c 24 20 48 85 c0 48 89 84 24 90 00 00    00 48 89 c3 0f 84 7f 66 00 00 48 8b 4c 24 18 8b  | .L.L$.H..H..$....H.....f..H.L$.. | 
| 38fe0 |  01 89 44 24 20 83 c0 01 74 0a 89 01 48 8b 9c 24    90 00 00 00 48 8b 44 24 18 4c 89 4c 24 20 48 89  | ..D$....t...H..$....H.D$.L.L$.H. | 
| 39000 |  43 18 e8 39 c6 fc ff 4c 8b 4c 24 20 48 85 c0 48    89 84 24 98 00 00 00 48 89 c3 0f 84 d3 63 00 00  | C..9...L.L$.H..H..$....H.....c.. | 
| 39020 |  48 8b 15 f9 3a 07 00 48 8b 35 92 3b 07 00 48 89    c7 4c 89 4c 24 20 e8 c5 c6 fc ff 4c 8b 4c 24 20  | H...:..H.5.;..H..L.L$......L.L$. | 
| 39040 |  85 c0 0f 88 7c 55 00 00 48 8b 94 24 98 00 00 00    48 8b b4 24 90 00 00 00 4c 89 cf 4c 89 4c 24 20  | ....|U..H..$....H..$....L..L.L$. | 
| 39060 |  e8 7b a5 fd ff 4c 8b 4c 24 20 48 85 c0 48 89 84    24 a0 00 00 00 48 89 c3 0f 84 ed 6c 00 00 49 8b  | .{...L.L$.H..H..$....H.....l..I. | 
| 39080 |  01 85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 f9 5a    00 00 48 8b bc 24 90 00 00 00 48 8b 07 85 c0 78  | ...x.H...I.....Z..H..$....H....x | 
| 390a0 |  0d 48 83 e8 01 48 89 07 0f 84 ea 5a 00 00 48 8b    bc 24 98 00 00 00 48 c7 84 24 90 00 00 00 00 00  | .H...H.....Z..H..$....H..$...... | 
| 390c0 |  00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07    0f 84 cc 5a 00 00 48 8b 3d 03 38 07 00 48 8b 9c  | ..H....x.H...H.....Z..H.=.8..H.. | 
| 390e0 |  24 a0 00 00 00 48 c7 84 24 98 00 00 00 00 00 00    00 48 c7 84 24 a0 00 00 00 00 00 00 00 e8 3e 98  | $....H..$........H..$.........>. | 
| 39100 |  fe ff 48 89 44 24 50 48 89 84 24 a0 00 00 00 48    85 c0 0f 84 25 75 00 00 48 8b 35 e1 31 07 00 48  | ..H.D$PH..$....H....%u..H.5.1..H | 
| 39120 |  89 c7 e8 69 a5 fd ff 48 89 44 24 50 48 89 84 24    98 00 00 00 48 85 c0 0f 84 3e 77 00 00 48 8b bc  | ...i...H.D$PH..$....H....>w..H.. | 
| 39140 |  24 a0 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01    48 89 07 0f 84 fe 5d 00 00 bf 01 00 00 00 48 c7  | $....H....x.H...H.....].......H. | 
| 39160 |  84 24 a0 00 00 00 00 00 00 00 e8 41 c3 fc ff 48    89 44 24 50 48 89 84 24 a0 00 00 00 48 85 c0 0f  | .$.........A...H.D$PH..$....H... | 
| 39180 |  84 9a 76 00 00 8b 03 83 c0 01 74 0f 89 03 48 8b    84 24 a0 00 00 00 48 89 44 24 50 48 8b 44 24 50  | ..v.......t...H..$....H.D$PH.D$P | 
| 391a0 |  48 89 58 18 e8 97 c4 fc ff 48 89 44 24 50 48 89    84 24 90 00 00 00 48 85 c0 0f 84 c0 73 00 00 48  | H.X......H.D$PH..$....H.....s..H | 
| 391c0 |  8b 15 82 1d 07 00 48 8b 35 5b 32 07 00 48 89 c7    e8 2b c5 fc ff 85 c0 0f 88 78 62 00 00 48 8b 94  | ......H.5[2..H...+.......xb..H.. | 
| 391e0 |  24 90 00 00 00 48 8b b4 24 a0 00 00 00 48 8b bc    24 98 00 00 00 e8 e6 a3 fd ff 49 89 c1 48 85 c0  | $....H..$....H..$.........I..H.. | 
| 39200 |  0f 84 8b 85 00 00 48 8b bc 24 98 00 00 00 48 8b    07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 aa 6a  | ......H..$....H....x.H...H.....j | 
| 39220 |  00 00 48 8b bc 24 a0 00 00 00 48 c7 84 24 98 00    00 00 00 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8  | ..H..$....H..$........H....x.H.. | 
| 39240 |  01 48 89 07 0f 84 56 66 00 00 48 8b bc 24 90 00    00 00 48 c7 84 24 a0 00 00 00 00 00 00 00 48 8b  | .H....Vf..H..$....H..$........H. | 
| 39260 |  07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 42 66    00 00 48 8b 35 9f 30 07 00 4c 89 cf 4c 89 4c 24  | ...x.H...H....Bf..H.5.0..L..L.L$ | 
| 39280 |  20 48 c7 84 24 90 00 00 00 00 00 00 00 e8 fe a3    fd ff 4c 8b 4c 24 20 48 85 c0 48 89 44 24 50 48  | .H..$.............L.L$.H..H.D$PH | 
| 392a0 |  89 84 24 90 00 00 00 0f 84 dd 87 00 00 49 8b 01    85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 d8 73 00  | ..$..........I....x.H...I.....s. | 
| 392c0 |  00 bf 01 00 00 00 e8 e5 c1 fc ff 49 89 c1 48 85    c0 0f 84 01 88 00 00 48 8b 2d ca 1c 07 00 8b 45  | ...........I..H........H.-.....E | 
| 392e0 |  00 83 c0 01 74 03 89 45 00 49 89 69 18 4c 89 4c    24 20 e8 49 c3 fc ff 4c 8b 4c 24 20 48 85 c0 48  | ....t..E.I.i.L.L$..I...L.L$.H..H | 
| 39300 |  89 44 24 50 48 89 84 24 a0 00 00 00 0f 84 d5 82    00 00 48 8b 15 4f 3a 07 00 48 8b 35 a0 30 07 00  | .D$PH..$..........H..O:..H.5.0.. | 
| 39320 |  48 89 c7 4c 89 4c 24 20 e8 d3 c3 fc ff 4c 8b 4c    24 20 85 c0 0f 88 6c 73 00 00 48 8b bc 24 90 00  | H..L.L$......L.L$.....ls..H..$.. | 
| 39340 |  00 00 48 8b 94 24 a0 00 00 00 4c 89 ce 4c 89 4c    24 20 e8 89 a2 fd ff 48 8b bc 24 90 00 00 00 4c  | ..H..$....L..L.L$......H..$....L | 
| 39360 |  8b 4c 24 20 48 85 c0 48 89 44 24 50 48 89 84 24    98 00 00 00 0f 84 8c 86 00 00 48 8b 07 85 c0 78  | .L$.H..H.D$PH..$..........H....x | 
| 39380 |  0d 48 83 e8 01 48 89 07 0f 84 ac 87 00 00 48 c7    84 24 90 00 00 00 00 00 00 00 49 8b 01 85 c0 78  | .H...H........H..$........I....x | 
| 393a0 |  0d 48 83 e8 01 49 89 01 0f 84 a9 86 00 00 48 8b    bc 24 a0 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8  | .H...I........H..$....H....x.H.. | 
| 393c0 |  01 48 89 07 0f 84 25 86 00 00 48 c7 84 24 a0 00    00 00 00 00 00 00 48 8b 03 48 8b ac 24 98 00 00  | .H....%...H..$........H..H..$... | 
| 393e0 |  00 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84 07 86    00 00 48 c7 84 24 98 00 00 00 00 00 00 00 48 89  | ...x.H...H........H..$........H. | 
| 39400 |  eb 48 c7 44 24 48 00 00 00 00 48 c7 44 24 40 00    00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24  | .H.D$H....H.D$@....H.D$8....H.D$ | 
| 39420 |  30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7    44 24 50 00 00 00 00 45 85 ff 0f 84 86 01 00 00  | 0....H.D$X....H.D$P....E........ | 
| 39440 |  48 8b 7b 08 48 8b 35 55 2b 07 00 e8 e0 a6 fd ff    85 c0 0f 84 6e 01 00 00 48 8b 35 21 32 07 00 48  | H.{.H.5U+...........n...H.5!2..H | 
| 39460 |  89 df e8 29 a2 fd ff 48 89 44 24 20 48 89 84 24    a0 00 00 00 48 85 c0 0f 84 e7 85 00 00 48 c7 84  | ...)...H.D$.H..$....H........H.. | 
| 39480 |  24 98 00 00 00 00 00 00 00 48 8b 0d 68 1a 07 00    48 39 48 08 0f 85 2c 6d 00 00 48 89 c1 48 8b 40  | $........H..h...H9H...,m..H..H.@ | 
| 394a0 |  18 48 89 84 24 98 00 00 00 48 85 c0 0f 84 14 6d    00 00 8b 10 48 8b 49 10 83 c2 01 74 02 89 10 8b  | .H..$....H.....m....H.I....t.... | 
| 394c0 |  01 83 c0 01 74 02 89 01 48 8b bc 24 a0 00 00 00    48 89 8c 24 a0 00 00 00 48 89 4c 24 68 48 8b 07  | ....t...H..$....H..$....H.L$hH.. | 
| 394e0 |  85 c0 78 1a 48 83 e8 01 48 89 07 48 8b 8c 24 a0    00 00 00 48 89 4c 24 68 0f 84 13 69 00 00 49 63  | ..x.H...H..H..$....H.L$h...i..Ic | 
| 39500 |  c7 b9 01 00 00 00 48 8b 7c 24 68 8d 50 01 f3 0f    7e 84 24 98 00 00 00 48 29 c1 48 63 d2 0f 16 05  | ......H.|$h.P...~.$....H).Hc.... | 
| 39520 |  0c 39 07 00 48 8d b4 cc e0 00 00 00 0f 29 84 24    e0 00 00 00 e8 37 c2 fd ff 48 8b bc 24 98 00 00  | .9..H........).$.....7...H..$... | 
| 39540 |  00 48 89 84 24 90 00 00 00 e8 12 a2 fd ff 48 8b    84 24 90 00 00 00 48 c7 84 24 98 00 00 00 00 00  | .H..$.........H..$....H..$...... | 
| 39560 |  00 00 48 89 44 24 20 49 89 c0 48 85 c0 0f 84 24    7b 00 00 48 8b bc 24 a0 00 00 00 48 8b 07 85 c0  | ..H.D$.I..H....${..H..$....H.... | 
| 39580 |  78 15 48 83 e8 01 48 89 07 4c 8b 84 24 90 00 00    00 0f 84 68 68 00 00 48 c7 84 24 a0 00 00 00 00  | x.H...H..L..$......hh..H..$..... | 
| 395a0 |  00 00 00 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89    03 0f 84 31 68 00 00 48 c7 84 24 90 00 00 00 00  | ...H....x.H...H....1h..H..$..... | 
| 395c0 |  00 00 00 4c 89 c3 48 8b 35 7b 32 07 00 48 8b 7c    24 60 e8 b9 a0 fd ff 48 89 44 24 20 48 89 84 24  | ...L..H.5{2..H.|$`.....H.D$.H..$ | 
| 395e0 |  90 00 00 00 48 85 c0 0f 84 e0 67 00 00 48 8b 35    3c 38 07 00 48 89 c7 31 d2 e8 f2 a7 fd ff 48 8b  | ....H.....g..H.5<8..H..1......H. | 
| 39600 |  bc 24 90 00 00 00 89 c5 85 c0 0f 88 3b 6f 00 00    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | .$..........;o..H....x.H...H.... | 
| 39620 |  29 59 00 00 48 c7 84 24 90 00 00 00 00 00 00 00    85 ed 0f 85 91 61 00 00 45 85 ff 0f 85 ed 47 00  | )Y..H..$.............a..E.....G. | 
| 39640 |  00 48 8b 35 00 32 07 00 48 89 df e8 40 a0 fd ff    48 89 44 24 20 48 89 84 24 90 00 00 00 48 85 c0  | .H.5.2..H...@...H.D$.H..$....H.. | 
| 39660 |  0f 84 58 83 00 00 48 8b 35 c3 37 07 00 48 89 c7    31 d2 e8 79 a7 fd ff 48 8b bc 24 90 00 00 00 89  | ..X...H.5.7..H..1..y...H..$..... | 
| 39680 |  c5 85 c0 0f 88 0e 83 00 00 48 8b 07 85 c0 78 0d    48 83 e8 01 48 89 07 0f 84 38 76 00 00 48 c7 84  | .........H....x.H...H....8v..H.. | 
| 396a0 |  24 90 00 00 00 00 00 00 00 85 ed 0f 84 7d 47 00    00 48 8b 3d 28 32 07 00 e8 83 92 fe ff 48 89 44  | $............}G..H.=(2.......H.D | 
| 396c0 |  24 20 48 89 84 24 90 00 00 00 48 85 c0 0f 84 7b    84 00 00 48 8b 35 e6 2d 07 00 48 89 c7 e8 ae 9f  | $.H..$....H....{...H.5.-..H..... | 
| 396e0 |  fd ff 48 8b bc 24 90 00 00 00 48 89 44 24 20 48    89 84 24 a0 00 00 00 48 85 c0 0f 84 73 84 00 00  | ..H..$....H.D$.H..$....H....s... | 
| 39700 |  48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84    55 84 00 00 48 c7 84 24 90 00 00 00 00 00 00 00  | H....x.H...H....U...H..$........ | 
| 39720 |  e8 1b bf fc ff 48 89 44 24 20 48 89 84 24 90 00    00 00 48 85 c0 0f 84 60 84 00 00 48 8b 35 76 2d  | .....H.D$.H..$....H....`...H.5v- | 
| 39740 |  07 00 48 8b 7c 24 60 e8 44 9f fd ff 48 89 44 24    20 48 89 84 24 98 00 00 00 48 85 c0 0f 84 19 85  | ..H.|$`.D...H.D$.H..$....H...... | 
| 39760 |  00 00 48 8b 54 24 20 48 8b 35 4a 2d 07 00 48 8b    bc 24 90 00 00 00 e8 85 bf fc ff 85 c0 0f 88 33  | ..H.T$.H.5J-..H..$.............3 | 
| 39780 |  84 00 00 48 8b bc 24 98 00 00 00 48 8b 07 85 c0    78 0d 48 83 e8 01 48 89 07 0f 84 f2 83 00 00 48  | ...H..$....H....x.H...H........H | 
| 397a0 |  8b 94 24 90 00 00 00 48 8b 35 8a 37 07 00 48 c7    84 24 98 00 00 00 00 00 00 00 48 8b bc 24 a0 00  | ..$....H.5.7..H..$........H..$.. | 
| 397c0 |  00 00 e8 19 9e fd ff 48 89 44 24 20 48 89 84 24    98 00 00 00 48 85 c0 0f 84 b3 91 00 00 48 8b bc  | .......H.D$.H..$....H........H.. | 
| 397e0 |  24 a0 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01    48 89 07 0f 84 ec 83 00 00 48 8b bc 24 90 00 00  | $....H....x.H...H........H..$... | 
| 39800 |  00 48 c7 84 24 a0 00 00 00 00 00 00 00 48 8b 07    85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 e4 7a 00  | .H..$........H....x.H...H.....z. | 
| 39820 |  00 48 8b 84 24 98 00 00 00 48 89 de 48 8b 7c 24    60 48 c7 84 24 90 00 00 00 00 00 00 00 48 c7 84  | .H..$....H..H.|$`H..$........H.. | 
| 39840 |  24 98 00 00 00 00 00 00 00 48 89 44 24 20 e8 fd    27 fe ff 48 89 84 24 98 00 00 00 49 89 c7 48 85  | $........H.D$...'..H..$....I..H. | 
| 39860 |  c0 0f 84 06 91 00 00 48 8b 35 ea 26 07 00 48 8b    7c 24 20 48 89 c2 e8 d5 b7 fc ff 85 c0 0f 88 db  | .......H.5.&..H.|$.H............ | 
| 39880 |  91 00 00 48 8b bc 24 98 00 00 00 48 8b 07 85 c0    78 0d 48 83 e8 01 48 89 07 0f 84 5c 7a 00 00 48  | ...H..$....H....x.H...H....\z..H | 
| 398a0 |  8b 4c 24 20 48 c7 84 24 98 00 00 00 00 00 00 00    8b 01 89 44 24 68 83 c0 01 0f 84 0f 7d 00 00 89  | .L$.H..$...........D$h......}... | 
| 398c0 |  01 48 8b 6c 24 60 49 89 cf e9 29 e5 ff ff 66 90    48 83 e8 01 49 89 06 0f 85 8e db ff ff 4c 89 f7  | .H.l$`I...)...f.H...I........L.. | 
| 398e0 |  e8 eb b8 fc ff e9 81 db ff ff 66 0f 1f 44 00 00    48 8b 3d e9 2f 07 00 e8 44 90 fe ff 48 89 84 24  | ..........f..D..H.=./...D...H..$ | 
| 39900 |  90 00 00 00 48 85 c0 0f 84 58 32 00 00 48 8b 35    d4 30 07 00 48 89 c7 e8 74 9d fd ff 48 8b bc 24  | ....H....X2..H.5.0..H...t...H..$ | 
| 39920 |  90 00 00 00 48 89 44 24 08 48 89 84 24 a0 00 00    00 48 85 c0 0f 84 75 33 00 00 48 8b 07 85 c0 78  | ....H.D$.H..$....H....u3..H....x | 
| 39940 |  1a 48 83 e8 01 48 89 07 0f 84 2f 2c 00 00 48 8b    84 24 a0 00 00 00 48 89 44 24 08 48 8b 4c 24 08  | .H...H..../,..H..$....H.D$.H.L$. | 
| 39960 |  48 8b 7c 24 30 ba 01 00 00 00 31 c0 48 c7 84 24    90 00 00 00 00 00 00 00 48 8d b4 24 e8 00 00 00  | H.|$0.....1.H..$........H..$.... | 
| 39980 |  48 39 79 08 0f 84 98 3b 00 00 48 89 84 24 e0 00    00 00 48 8b 7c 24 08 48 8b 84 24 80 00 00 00 48  | H9y....;..H..$....H.|$.H..$....H | 
| 399a0 |  89 84 24 e8 00 00 00 e8 c4 bd fd ff 48 8b bc 24    90 00 00 00 48 89 84 24 98 00 00 00 e8 9f 9d fd  | ..$.........H..$....H..$........ | 
| 399c0 |  ff 4c 8b bc 24 98 00 00 00 48 c7 84 24 90 00 00    00 00 00 00 00 4d 85 ff 0f 84 54 3c 00 00 48 8b  | .L..$....H..$........M....T<..H. | 
| 399e0 |  bc 24 a0 00 00 00 48 8b 07 85 c0 78 15 48 83 e8    01 48 89 07 0f 84 cc 2d 00 00 4c 8b bc 24 98 00  | .$....H....x.H...H.....-..L..$.. | 
| 39a00 |  00 00 48 8b 35 27 34 07 00 48 c7 84 24 a0 00 00    00 00 00 00 00 4c 39 fe 0f 84 30 2f 00 00 49 8b  | ..H.5'4..H..$........L9...0/..I. | 
| 39a20 |  47 08 48 3b 05 7f 15 07 00 0f 85 34 41 00 00 49    8b 6f 10 48 f7 d5 83 e5 01 49 8b 07 85 c0 78 0d  | G.H;.......4A..I.o.H.....I....x. | 
| 39a40 |  48 83 e8 01 49 89 07 0f 84 ae 2f 00 00 48 c7 84    24 98 00 00 00 00 00 00 00 85 ed 0f 84 16 dd ff  | H...I...../..H..$............... | 
| 39a60 |  ff 48 8b 35 78 34 07 00 48 8b 3d d9 35 07 00 31    d2 e8 6a 9b fd ff 48 89 84 24 98 00 00 00 49 89  | .H.5x4..H.=.5..1..j...H..$....I. | 
| 39a80 |  c7 48 85 c0 0f 84 7b 60 00 00 48 89 c7 e8 3e ae    fd ff 48 8b bc 24 98 00 00 00 48 8b 07 85 c0 78  | .H....{`..H...>...H..$....H....x | 
| 39aa0 |  0d 48 83 e8 01 48 89 07 0f 84 0f 4c 00 00 48 c7    44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31  | .H...H.....L..H.D$.....H.l$`E1.1 | 
| 39ac0 |  db 48 c7 44 24 48 00 00 00 00 45 31 d2 45 31 ff    48 8b bc 24 90 00 00 00 48 c7 84 24 98 00 00 00  | .H.D$H....E1.E1.H..$....H..$.... | 
| 39ae0 |  00 00 00 00 41 bb ff 32 00 00 45 31 ed ba b1 03    00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38  | ....A..2..E1......H.D$@....H.D$8 | 
| 39b00 |  00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44    24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48  | ....H.D$0....H.D$X....H.D$P....H | 
| 39b20 |  c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00    00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 08 00  | .D$.....H.D$.....H.D$(....H.D$.. | 
| 39b40 |  00 00 00 e9 f0 e1 ff ff 0f 1f 84 00 00 00 00 00    48 8b 05 29 14 07 00 8b 00 89 44 24 10 83 c0 01  | ................H..)......D$.... | 
| 39b60 |  74 09 48 8b 0d 17 14 07 00 89 01 48 8b 05 0e 14    07 00 41 bf 01 00 00 00 48 c7 84 24 98 00 00 00  | t.H........H......A.....H..$.... | 
| 39b80 |  00 00 00 00 48 89 44 24 28 48 8b 0d c8 23 07 00    8b 01 48 89 4c 24 10 89 44 24 30 83 c0 01 74 0e  | ....H.D$(H...#....H.L$..D$0...t. | 
| 39ba0 |  89 01 48 8b 05 af 23 07 00 48 89 44 24 10 48 8b    15 83 32 07 00 8b 02 83 c0 01 74 09 89 02 48 8b  | ..H...#..H.D$.H...2.......t...H. | 
| 39bc0 |  15 73 32 07 00 48 8b bc 24 80 00 00 00 48 89 94    24 80 00 00 00 48 8b 07 85 c0 0f 88 9a f0 ff ff  | .s2..H..$....H..$....H.......... | 
| 39be0 |  48 83 e8 01 48 89 07 0f 85 8d f0 ff ff e8 de b5    fc ff e9 83 f0 ff ff 66 0f 1f 84 00 00 00 00 00  | H...H..................f........ | 
| 39c00 |  48 89 7c 24 28 e8 d6 b9 fc ff 48 8b 7c 24 28 e9    e5 e7 ff ff 0f 1f 40 00 4c 89 ff e8 c0 b9 fc ff  | H.|$(.....H.|$(.......@.L....... | 
| 39c20 |  4c 8b bc 24 98 00 00 00 89 c5 85 c0 0f 89 1d db    ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60  | L..$..............H.D$.....H.l$` | 
| 39c40 |  45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31    d2 45 31 ff 48 8b bc 24 90 00 00 00 48 c7 44 24  | E1.1.H.D$H....E1.E1.H..$....H.D$ | 
| 39c60 |  40 00 00 00 00 41 bb cc 32 00 00 45 31 ed ba b0    03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24  | @....A..2..E1......H.D$8....H.D$ | 
| 39c80 |  30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7    44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00  | 0....H.D$X....H.D$P....H.D$..... | 
| 39ca0 |  48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00    00 00 48 c7 44 24 08 00 00 00 00 e9 78 e0 ff ff  | H.D$.....H.D$(....H.D$......x... | 
| 39cc0 |  e8 0b b5 fc ff e9 8f d9 ff ff 66 0f 1f 44 00 00    4c 89 ff e8 f8 b4 fc ff e9 0c d9 ff ff 0f 1f 00  | ..........f..D..L............... | 
| 39ce0 |  e8 eb b4 fc ff e9 ae d9 ff ff 66 0f 1f 44 00 00    4c 89 f7 48 89 74 24 10 48 89 54 24 08 e8 ce b4  | ..........f..D..L..H.t$.H.T$.... | 
| 39d00 |  fc ff 48 8b 54 24 08 48 8b 74 24 10 e9 89 d8 ff    ff 0f 1f 80 00 00 00 00 89 44 24 28 e8 af b4 fc  | ..H.T$.H.t$..............D$(.... | 
| 39d20 |  ff 8b 44 24 28 e9 e3 e6 ff ff 4c 89 ff e8 9e b4    fc ff e9 2c da ff ff 66 0f 1f 84 00 00 00 00 00  | ..D$(.....L........,...f........ | 
| 39d40 |  48 8b bf 00 01 00 00 49 39 fd 0f 84 14 ea ff ff    48 85 ff 75 eb 4c 3b 2d 44 12 07 00 0f 84 02 ea  | H......I9.......H..u.L;-D....... | 
| 39d60 |  ff ff 66 0f 1f 44 00 00 ba ad 03 00 00 e9 7f ea    ff ff 41 83 7f 18 01 0f 85 5e d3 ff ff 0f 1f 00  | ..f..D............A......^...... | 
| 39d80 |  49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84    76 8d 00 00 48 c7 84 24 98 00 00 00 00 00 00 00  | I....x.H...I....v...H..$........ | 
| 39da0 |  48 8b 35 f1 2d 07 00 48 8b 7c 24 60 e8 df 98 fd    ff 48 89 84 24 98 00 00 00 49 89 c6 48 85 c0 0f  | H.5.-..H.|$`.....H..$....I..H... | 
| 39dc0 |  84 09 1e 00 00 31 c9 31 d2 31 f6 48 89 c7 e8 ad    a1 fd ff 48 89 84 24 a0 00 00 00 49 89 c6 48 85  | .....1.1.1.H.......H..$....I..H. | 
| 39de0 |  c0 0f 84 ed 1f 00 00 48 8b bc 24 98 00 00 00 48    8b 07 85 c0 78 15 48 83 e8 01 48 89 07 0f 84 b5  | .......H..$....H....x.H...H..... | 
| 39e00 |  05 00 00 4c 8b b4 24 a0 00 00 00 4c 39 35 1e 30    07 00 48 c7 84 24 98 00 00 00 00 00 00 00 48 c7  | ...L..$....L95.0..H..$........H. | 
| 39e20 |  84 24 a0 00 00 00 00 00 00 00 0f 85 47 d9 ff ff    48 8b 3d a9 2a 07 00 e8 04 8b fe ff 48 89 84 24  | .$..........G...H.=.*.......H..$ | 
| 39e40 |  98 00 00 00 49 89 c7 48 85 c0 0f 84 d4 3a 00 00    48 8b 35 91 2b 07 00 48 89 c7 e8 31 98 fd ff 48  | ....I..H.....:..H.5.+..H...1...H | 
| 39e60 |  89 44 24 08 48 89 84 24 90 00 00 00 48 85 c0 0f    84 70 3b 00 00 48 8b bc 24 98 00 00 00 48 8b 07  | .D$.H..$....H....p;..H..$....H.. | 
| 39e80 |  85 c0 78 1a 48 83 e8 01 48 89 07 0f 84 e4 29 00    00 48 8b 84 24 90 00 00 00 48 89 44 24 08 48 8b  | ..x.H...H.....)..H..$....H.D$.H. | 
| 39ea0 |  74 24 08 48 8b 3d 4e 10 07 00 b9 08 00 00 00 31    c0 48 c7 84 24 98 00 00 00 00 00 00 00 ba 01 00  | t$.H.=N........1.H..$........... | 
| 39ec0 |  00 00 48 39 7e 08 0f 84 10 3c 00 00 48 89 84 24    e0 00 00 00 48 8b 7c 24 08 48 8d b4 0c e0 00 00  | ..H9~....<..H..$....H.|$.H...... | 
| 39ee0 |  00 48 8b 84 24 80 00 00 00 48 89 84 24 e8 00 00    00 e8 7a b8 fd ff 48 8b bc 24 98 00 00 00 48 89  | .H..$....H..$.....z...H..$....H. | 
| 39f00 |  84 24 a0 00 00 00 e8 55 98 fd ff 48 8b 84 24 a0    00 00 00 48 c7 84 24 98 00 00 00 00 00 00 00 48  | .$.....U...H..$....H..$........H | 
| 39f20 |  8b bc 24 90 00 00 00 48 89 44 24 08 48 85 c0 0f    84 2a 3b 00 00 48 8b 07 85 c0 78 1a 48 83 e8 01  | ..$....H.D$.H....*;..H....x.H... | 
| 39f40 |  48 89 07 0f 84 fb 29 00 00 48 8b 84 24 a0 00 00    00 48 89 44 24 08 48 8b 35 d3 2e 07 00 48 8b 4c  | H.....)..H..$....H.D$.H.5....H.L | 
| 39f60 |  24 08 48 c7 84 24 90 00 00 00 00 00 00 00 48 39    ce 74 20 48 8b 41 08 48 39 e8 0f 85 c2 44 00 00  | $.H..$........H9.t.H.A.H9....D.. | 
| 39f80 |  48 8b 41 10 49 89 c5 48 89 44 24 10 49 f7 d5 41    83 e5 01 48 8b 4c 24 08 48 8b 01 85 c0 78 0d 48  | H.A.I..H.D$.I..A...H.L$.H....x.H | 
| 39fa0 |  83 e8 01 48 89 01 0f 84 a4 2a 00 00 48 c7 84 24    a0 00 00 00 00 00 00 00 45 85 ed 0f 84 b6 d7 ff  | ...H.....*..H..$........E....... | 
| 39fc0 |  ff 48 8b 35 28 2f 07 00 48 8b 3d 79 30 07 00 31    d2 e8 0a 96 fd ff 48 89 44 24 08 48 89 84 24 a0  | .H.5(/..H.=y0..1......H.D$.H..$. | 
| 39fe0 |  00 00 00 48 85 c0 0f 84 30 52 00 00 48 89 c7 e8    dc a8 fd ff 48 8b bc 24 a0 00 00 00 48 8b 07 85  | ...H....0R..H.......H..$....H... | 
| 3a000 |  c0 78 0d 48 83 e8 01 48 89 07 0f 84 fc 3f 00 00    48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31  | .x.H...H.....?..H.D$.....H.l$`E1 | 
| 3a020 |  c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 45    31 ff 48 8b bc 24 90 00 00 00 48 c7 84 24 a0 00  | .1.H.D$H....E1.E1.H..$....H..$.. | 
| 3a040 |  00 00 00 00 00 00 41 bb 80 33 00 00 45 31 ed ba    b7 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44  | ......A..3..E1......H.D$@....H.D | 
| 3a060 |  24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48    c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00  | $8....H.D$0....H.D$X....H.D$P... | 
| 3a080 |  00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00    00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24  | .H.D$.....H.D$.....H.D$(....H.D$ | 
| 3a0a0 |  08 00 00 00 00 e9 8e dc ff ff 48 c7 44 24 20 00    00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44  | ..........H.D$.....H.l$`E1.1.H.D | 
| 3a0c0 |  24 48 00 00 00 00 45 31 d2 45 31 ed 41 bb aa 33    00 00 48 c7 44 24 40 00 00 00 00 ba bc 03 00 00  | $H....E1.E1.A..3..H.D$@......... | 
| 3a0e0 |  48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00    00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50  | H.D$8....H.D$0....H.D$X....H.D$P | 
| 3a100 |  00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44    24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 48  | ....H.D$.....H.D$.....H.D$(....H | 
| 3a120 |  c7 44 24 08 00 00 00 00 e9 0b dc ff ff 0f 1f 00    48 c7 44 24 20 00 00 00 00 45 31 c9 45 31 d2 48  | .D$.............H.D$.....E1.E1.H | 
| 3a140 |  8b bc 24 90 00 00 00 48 c7 44 24 48 00 00 00 00    31 db 45 31 ed 41 bb 20 32 00 00 48 c7 44 24 40  | ..$....H.D$H....1.E1.A..2..H.D$@ | 
| 3a160 |  00 00 00 00 ba a9 03 00 00 48 c7 44 24 38 00 00    00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58  | .........H.D$8....H.D$0....H.D$X | 
| 3a180 |  00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44    24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48  | ....H.D$P....H.D$.....H.D$.....H | 
| 3a1a0 |  c7 44 24 28 00 00 00 00 48 c7 44 24 08 00 00 00    00 e9 82 db ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .D$(....H.D$..........f......... | 
| 3a1c0 |  48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31    c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 48  | H.D$.....H.l$`E1.1.H.D$H....E1.H | 
| 3a1e0 |  8b bc 24 90 00 00 00 45 31 ff 48 c7 44 24 40 00    00 00 00 45 31 ed 41 bb 2f 32 00 00 ba aa 03 00  | ..$....E1.H.D$@....E1.A./2...... | 
| 3a200 |  00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00    00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24  | .H.D$8....H.D$0....H.D$X....H.D$ | 
| 3a220 |  50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7    44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00  | P....H.D$.....H.D$.....H.D$(.... | 
| 3a240 |  48 c7 44 24 08 00 00 00 00 e9 ea da ff ff 66 90    e8 ab b5 fc ff 49 89 c6 e9 bc cd ff ff 0f 1f 00  | H.D$..........f......I.......... | 
| 3a260 |  e8 6b af fc ff e9 95 d2 ff ff 66 0f 1f 44 00 00    48 3b 05 91 0c 07 00 0f 84 87 1c 00 00 4c 89 f7  | .k........f..D..H;...........L.. | 
| 3a280 |  ba 02 00 00 00 e8 96 af fc ff 49 89 c6 48 85 c0    0f 84 0a 3b 00 00 48 3b 05 e3 0c 07 00 41 0f 94  | ..........I..H.....;..H;.....A.. | 
| 3a2a0 |  c5 48 3b 05 a0 0c 07 00 0f 94 c0 44 08 e8 0f 85    9c 17 00 00 49 39 de 0f 84 93 17 00 00 4c 89 f7  | .H;........D........I9.......L.. | 
| 3a2c0 |  e8 1b b3 fc ff 41 89 c5 49 8b 06 85 c0 0f 89 d9    48 00 00 45 85 ed 0f 89 8d 84 00 00 48 c7 44 24  | .....A..I.......H..E........H.D$ | 
| 3a2e0 |  20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48    c7 44 24 48 00 00 00 00 45 31 d2 45 31 ff 48 8b  | .....H.l$`E1.1.H.D$H....E1.E1.H. | 
| 3a300 |  bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00 45    31 ed 45 31 f6 41 bb 31 32 00 00 48 c7 44 24 38  | .$....H.D$@....E1.E1.A.12..H.D$8 | 
| 3a320 |  00 00 00 00 ba aa 03 00 00 48 c7 44 24 30 00 00    00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50  | .........H.D$0....H.D$X....H.D$P | 
| 3a340 |  00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44    24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 48  | ....H.D$.....H.D$.....H.D$(....H | 
| 3a360 |  c7 44 24 08 00 00 00 00 e9 cb d9 ff ff 0f 1f 00    0f b6 c0 e9 3c e9 ff ff 0f 1f 84 00 00 00 00 00  | .D$.................<........... | 
| 3a380 |  e8 9b b1 fc ff 48 85 c0 0f 84 6d ce ff ff be 9b    31 00 00 e9 f0 cf ff ff 0f 1f 84 00 00 00 00 00  | .....H....m.....1............... | 
| 3a3a0 |  48 8d b4 24 e0 00 00 00 ba 01 00 00 00 e9 e8 d1    ff ff 66 0f 1f 44 00 00 e8 13 ae fc ff e9 41 fa  | H..$..............f..D........A. | 
| 3a3c0 |  ff ff 4c 89 ee 44 89 5c 24 08 e8 a1 ae fc ff 44    8b 5c 24 08 85 c0 0f 84 8c f9 ff ff e9 83 e3 ff  | ..L..D.\$......D.\$............. | 
| 3a3e0 |  ff 0f 1f 80 00 00 00 00 48 c7 44 24 20 00 00 00    00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48  | ........H.D$.....H.l$`E1.1.H.D$H | 
| 3a400 |  00 00 00 00 45 31 d2 45 31 ff 48 8b bc 24 90 00    00 00 48 c7 44 24 40 00 00 00 00 45 31 ed 48 c7  | ....E1.E1.H..$....H.D$@....E1.H. | 
| 3a420 |  44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00    48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00  | D$8....H.D$0....H.D$X....H.D$P.. | 
| 3a440 |  00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10    00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44  | ..H.D$.....H.D$.....H.D$(....H.D | 
| 3a460 |  24 08 00 00 00 00 e9 cd d8 ff ff e8 b0 b0 fc ff    48 85 c0 0f 84 77 cf ff ff be 94 31 00 00 e9 05  | $...............H....w.....1.... | 
| 3a480 |  cf ff ff 4c 8d 56 28 48 83 c6 38 41 83 e1 40 49    0f 45 f2 e9 78 de ff ff 49 8d 7d 38 41 83 e2 40  | ...L.V(H..8A..@I.E..x...I.}8A..@ | 
| 3a4a0 |  48 0f 45 7c 24 18 e9 57 de ff ff 48 c7 44 24 20    00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7  | H.E|$..W...H.D$.....H.l$`E1.1.H. | 
| 3a4c0 |  44 24 48 00 00 00 00 45 31 d2 48 8b bc 24 90 00    00 00 45 31 ed 48 c7 44 24 40 00 00 00 00 45 31  | D$H....E1.H..$....E1.H.D$@....E1 | 
| 3a4e0 |  f6 41 bb 1b 33 00 00 ba b2 03 00 00 48 c7 44 24    38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7  | .A..3.......H.D$8....H.D$0....H. | 
| 3a500 |  44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00    48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00  | D$X....H.D$P....H.D$.....H.D$... | 
| 3a520 |  00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 08    00 00 00 00 e9 ff d7 ff ff 31 ff 41 bb 4e 32 00  | ..H.D$(....H.D$..........1.A.N2. | 
| 3a540 |  00 e9 26 e1 ff ff 41 bb a0 32 00 00 ba ae 03 00    00 e9 9b e2 ff ff e8 75 ac fc ff e9 96 d2 ff ff  | ..&...A..2.............u........ | 
| 3a560 |  e8 bb af fc ff 48 8d 0d c3 0e 02 00 41 b8 01 00    00 00 4c 8d 0d b5 0e 02 00 48 85 c0 0f 84 da cd  | .....H......A.....L......H...... | 
| 3a580 |  ff ff be 8d 31 00 00 e9 fc cd ff ff 48 c7 44 24    20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48  | ....1.......H.D$.....H.l$`E1.1.H | 
| 3a5a0 |  c7 44 24 48 00 00 00 00 45 31 d2 45 31 ff 48 8b    bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00 45  | .D$H....E1.E1.H..$....H.D$@....E | 
| 3a5c0 |  31 ed 45 31 f6 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | 1.E1.H.D$8....H.D$0....H.D$X.... | 
| 3a5e0 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28  | H.D$P....H.D$.....H.D$.....H.D$( | 
| 3a600 |  00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 26 d7    ff ff 48 8b bc 24 80 00 00 00 ba 04 00 00 00 4c  | ....H.D$......&...H..$.........L | 
| 3a620 |  89 f6 e8 f9 ab fc ff 48 89 84 24 90 00 00 00 49    89 c5 48 85 c0 0f 84 eb 44 00 00 48 3b 05 3e 09  | .......H..$....I..H.....D..H;.>. | 
| 3a640 |  07 00 0f 94 c0 4c 3b 2d fc 08 07 00 0f 94 c2 08    c2 0f 85 67 21 00 00 49 39 dd 0f 84 5e 21 00 00  | .....L;-...........g!..I9...^!.. | 
| 3a660 |  4c 89 ef e8 78 af fc ff 4c 8b ac 24 90 00 00 00    89 c5 85 c0 0f 88 31 44 00 00 49 8b 45 00 85 c0  | L...x...L..$..........1D..I.E... | 
| 3a680 |  78 0e 48 83 e8 01 49 89 45 00 0f 84 48 33 00 00    48 c7 84 24 90 00 00 00 00 00 00 00 85 ed 0f 85  | x.H...I.E...H3..H..$............ | 
| 3a6a0 |  23 4a 00 00 48 8b 35 85 27 07 00 48 8b bc 24 80    00 00 00 31 d2 e8 66 ab fc ff 48 89 84 24 90 00  | #J..H.5.'..H..$....1..f...H..$.. | 
| 3a6c0 |  00 00 49 89 c5 48 85 c0 0f 84 94 49 00 00 48 3b    05 ab 08 07 00 40 0f 94 c5 48 3b 05 68 08 07 00  | ..I..H.....I..H;.....@...H;.h... | 
| 3a6e0 |  0f 94 c0 40 08 e8 0f 85 93 21 00 00 49 39 dd 0f    84 8a 21 00 00 4c 89 ef e8 e3 ae fc ff 4c 8b ac  | ...@.....!..I9....!..L.......L.. | 
| 3a700 |  24 90 00 00 00 48 63 e8 85 ed 0f 88 8c 4a 00 00    49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00  | $....Hc......J..I.E...x.H...I.E. | 
| 3a720 |  0f 84 88 3e 00 00 48 c7 84 24 90 00 00 00 00 00    00 00 85 ed 0f 85 b1 4e 00 00 49 39 dc 0f 84 22  | ...>..H..$.............N..I9..." | 
| 3a740 |  3a 00 00 48 8b 3d 96 21 07 00 e8 f1 81 fe ff 49    89 c1 48 85 c0 0f 84 80 5d 00 00 48 8b 35 ce 1c  | :..H.=.!.......I..H.....]..H.5.. | 
| 3a760 |  07 00 48 89 c7 48 89 44 24 18 e8 21 8f fd ff 4c    8b 4c 24 18 48 85 c0 48 89 84 24 a0 00 00 00 49  | ..H..H.D$..!...L.L$.H..H..$....I | 
| 3a780 |  89 c5 0f 84 48 5e 00 00 49 8b 01 85 c0 78 0d 48    83 e8 01 49 89 01 0f 84 40 47 00 00 48 8b 35 8d  | ....H^..I....x.H...I....@G..H.5. | 
| 3a7a0 |  26 07 00 ba 04 00 00 00 4c 89 e7 e8 70 aa fc ff    49 89 c5 48 85 c0 0f 84 9a 59 00 00 48 8b 05 35  | &.......L...p...I..H.....Y..H..5 | 
| 3a7c0 |  07 07 00 ba 08 00 00 00 48 8b bc 24 a0 00 00 00    48 c7 84 24 98 00 00 00 00 00 00 00 41 b8 01 00  | ........H..$....H..$........A... | 
| 3a7e0 |  00 00 48 89 44 24 30 48 89 c1 31 c0 48 39 4f 08    0f 84 f0 58 00 00 66 49 0f 6e dd 66 48 0f 6e c0  | ..H.D$0H..1.H9O....X..fI.n.fH.n. | 
| 3a800 |  48 8d 84 24 e0 00 00 00 66 0f 6c c3 48 8d 34 10    4c 89 c2 48 89 44 24 70 0f 29 84 24 e0 00 00 00  | H..$....f.l.H.4.L..H.D$p.).$.... | 
| 3a820 |  e8 4b af fd ff 48 8b bc 24 98 00 00 00 48 89 84    24 90 00 00 00 e8 26 8f fd ff 48 c7 84 24 98 00  | .K...H..$....H..$.....&...H..$.. | 
| 3a840 |  00 00 00 00 00 00 49 8b 45 00 85 c0 78 0e 48 83    e8 01 49 89 45 00 0f 84 52 4a 00 00 4c 8b ac 24  | ......I.E...x.H...I.E...RJ..L..$ | 
| 3a860 |  90 00 00 00 4d 89 e8 4d 85 ed 0f 84 af 57 00 00    48 8b bc 24 a0 00 00 00 48 8b 07 85 c0 78 15 48  | ....M..M.....W..H..$....H....x.H | 
| 3a880 |  83 e8 01 48 89 07 4c 8b 84 24 90 00 00 00 0f 84    76 49 00 00 48 8b b4 24 80 00 00 00 4c 89 c7 31  | ...H..L..$......vI..H..$....L..1 | 
| 3a8a0 |  d2 48 c7 84 24 a0 00 00 00 00 00 00 00 e8 6e a9    fc ff 48 8b bc 24 90 00 00 00 48 89 84 24 a0 00  | .H..$.........n...H..$....H..$.. | 
| 3a8c0 |  00 00 49 89 c5 48 85 c0 0f 84 e9 56 00 00 48 8b    07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 cb 56  | ..I..H.....V..H....x.H...H.....V | 
| 3a8e0 |  00 00 48 8b bc 24 a0 00 00 00 48 3b 3d 8f 06 07    00 48 c7 84 24 90 00 00 00 00 00 00 00 40 0f 94  | ..H..$....H;=....H..$........@.. | 
| 3a900 |  c5 48 3b 3d 40 06 07 00 0f 94 c0 40 08 e8 0f 85    a7 3c 00 00 48 39 df 0f 84 9e 3c 00 00 e8 be ac  | .H;=@......@.....<..H9....<..... | 
| 3a920 |  fc ff 89 c5 85 c0 0f 88 f8 6f 00 00 48 8b bc 24    a0 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48  | .........o..H..$....H....x.H...H | 
| 3a940 |  89 07 0f 84 19 54 00 00 48 c7 84 24 a0 00 00 00    00 00 00 00 85 ed 0f 85 fc 6e 00 00 48 8b 05 cd  | .....T..H..$.............n..H... | 
| 3a960 |  24 07 00 8b 10 83 c2 01 74 09 89 10 48 8b 05 bd    24 07 00 48 8b 35 ae 1a 07 00 4c 89 e7 48 89 84  | $.......t...H...$..H.5....L..H.. | 
| 3a980 |  24 88 00 00 00 e8 06 8d fd ff 48 89 84 24 90 00    00 00 49 89 c5 48 85 c0 0f 84 fc 61 00 00 48 8b  | $.........H..$....I..H.....a..H. | 
| 3a9a0 |  44 24 30 49 39 45 08 0f 85 e1 61 00 00 49 8b 6d    18 48 85 ed 0f 84 45 62 00 00 8b 45 00 4d 8b 45  | D$0I9E....a..I.m.H....Eb...E.M.E | 
| 3a9c0 |  10 83 c0 01 74 03 89 45 00 41 8b 00 83 c0 01 74    03 41 89 00 48 8b bc 24 90 00 00 00 4c 89 84 24  | ....t..E.A.....t.A..H..$....L..$ | 
| 3a9e0 |  90 00 00 00 ba 01 00 00 00 48 8b 07 85 c0 78 15    48 83 e8 01 48 89 07 4c 8b 84 24 90 00 00 00 0f  | .........H....x.H...H..L..$..... | 
| 3aa00 |  84 d2 5e 00 00 48 8b 4c 24 70 b8 01 00 00 00 4c    89 c7 48 89 ac 24 e0 00 00 00 48 c7 84 24 e8 00  | ..^..H.L$p.....L..H..$....H..$.. | 
| 3aa20 |  00 00 00 00 00 00 48 29 d0 48 8d 34 c1 e8 3e ad    fd ff 48 89 ef 48 89 84 24 a0 00 00 00 e8 1e 8d  | ......H).H.4..>...H..H..$....... | 
| 3aa40 |  fd ff 4c 8b ac 24 a0 00 00 00 48 8b bc 24 90 00    00 00 4c 89 6c 24 68 4d 85 ed 0f 84 a9 61 00 00  | ..L..$....H..$....L.l$hM.....a.. | 
| 3aa60 |  48 8b 07 85 c0 78 1a 48 83 e8 01 48 89 07 48 8b    8c 24 a0 00 00 00 48 89 4c 24 68 0f 84 71 5e 00  | H....x.H...H..H..$....H.L$h..q^. | 
| 3aa80 |  00 48 c7 84 24 90 00 00 00 00 00 00 00 49 8b 04    24 48 8b 6c 24 68 85 c0 78 0e 48 83 e8 01 49 89  | .H..$........I..$H.l$h..x.H...I. | 
| 3aaa0 |  04 24 0f 84 61 5e 00 00 48 8b 3d 31 1e 07 00 48    c7 84 24 a0 00 00 00 00 00 00 00 e8 80 7e fe ff  | .$..a^..H.=1...H..$..........~.. | 
| 3aac0 |  48 89 84 24 a0 00 00 00 49 89 c5 48 85 c0 0f 84    be 5e 00 00 48 8b 35 15 23 07 00 48 89 c7 e8 ad  | H..$....I..H.....^..H.5.#..H.... | 
| 3aae0 |  8b fd ff 48 89 84 24 90 00 00 00 49 89 c5 48 85    c0 0f 84 31 5e 00 00 48 8b bc 24 a0 00 00 00 48  | ...H..$....I..H....1^..H..$....H | 
| 3ab00 |  8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 03    5e 00 00 bf 01 00 00 00 48 c7 84 24 a0 00 00 00  | ....x.H...H.....^.......H..$.... | 
| 3ab20 |  00 00 00 00 e8 87 a9 fc ff 48 89 84 24 a0 00 00    00 49 89 c5 48 85 c0 0f 84 ca 5e 00 00 48 8b 4c  | .........H..$....I..H.....^..H.L | 
| 3ab40 |  24 10 8b 01 89 44 24 18 83 c0 01 74 02 89 01 48    8b 84 24 a0 00 00 00 48 8b 4c 24 10 48 89 48 18  | $....D$....t...H..$....H.L$.H.H. | 
| 3ab60 |  e8 db aa fc ff 49 89 c1 48 85 c0 0f 84 94 5f 00    00 48 8b 15 30 04 07 00 48 8b 35 39 19 07 00 48  | .....I..H....._..H..0...H.59...H | 
| 3ab80 |  89 c7 48 89 44 24 18 e8 74 ab fc ff 4c 8b 4c 24    18 85 c0 0f 88 f7 5e 00 00 48 8b bc 24 90 00 00  | ..H.D$..t...L.L$......^..H..$... | 
| 3aba0 |  00 48 8b b4 24 a0 00 00 00 4c 89 ca 4c 89 4c 24    18 e8 2a 8a fd ff 48 8b bc 24 90 00 00 00 4c 8b  | .H..$....L..L.L$..*...H..$....L. | 
| 3abc0 |  4c 24 18 48 85 c0 48 89 84 24 98 00 00 00 49 89    c5 0f 84 0b 82 00 00 48 8b 07 85 c0 78 0d 48 83  | L$.H..H..$....I........H....x.H. | 
| 3abe0 |  e8 01 48 89 07 0f 84 91 5e 00 00 48 8b bc 24 a0    00 00 00 48 c7 84 24 90 00 00 00 00 00 00 00 48  | ..H.....^..H..$....H..$........H | 
| 3ac00 |  8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 67    5f 00 00 48 c7 84 24 a0 00 00 00 00 00 00 00 49  | ....x.H...H....g_..H..$........I | 
| 3ac20 |  8b 01 85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 48    60 00 00 48 8b 84 24 98 00 00 00 48 8b 35 86 1e  | ....x.H...I....H`..H..$....H.5.. | 
| 3ac40 |  07 00 48 c7 84 24 98 00 00 00 00 00 00 00 48 89    c7 48 89 44 24 50 e8 35 8a fd ff 49 89 c5 48 85  | ..H..$........H..H.D$P.5...I..H. | 
| 3ac60 |  c0 0f 84 54 83 00 00 48 c7 84 24 a0 00 00 00 00    00 00 00 48 8b 44 24 30 49 39 45 08 0f 85 06 60  | ...T...H..$........H.D$0I9E....` | 
| 3ac80 |  00 00 49 8b 45 18 48 89 84 24 a0 00 00 00 48 85    c0 0f 84 f1 5f 00 00 8b 10 4d 8b 4d 10 83 c2 01  | ..I.E.H..$....H....._....M.M.... | 
| 3aca0 |  74 02 89 10 41 8b 01 83 c0 01 74 03 41 89 01 49    8b 45 00 85 c0 0f 88 fc 5f 00 00 48 83 e8 01 41  | t...A.....t.A..I.E......_..H...A | 
| 3acc0 |  bc 01 00 00 00 49 89 45 00 0f 84 d1 5f 00 00 48    8b 4c 24 70 49 63 d4 4c 89 cf 4c 89 4c 24 18 48  | .....I.E...._..H.L$pIc.L..L.L$.H | 
| 3ace0 |  8b 84 24 a0 00 00 00 48 c7 84 24 e8 00 00 00 00    00 00 00 48 89 84 24 e0 00 00 00 b8 01 00 00 00  | ..$....H..$........H..$......... | 
| 3ad00 |  48 29 d0 48 8d 34 c1 e8 64 aa fd ff 48 8b bc 24    a0 00 00 00 48 89 84 24 98 00 00 00 e8 3f 8a fd  | H).H.4..d...H..$....H..$.....?.. | 
| 3ad20 |  ff 4c 8b ac 24 98 00 00 00 4c 8b 4c 24 18 48 c7    84 24 a0 00 00 00 00 00 00 00 4d 85 ed 4d 89 eb  | .L..$....L.L$.H..$........M..M.. | 
| 3ad40 |  0f 84 e1 82 00 00 49 8b 01 85 c0 78 15 48 83 e8    01 49 89 01 0f 84 39 5f 00 00 4c 8b 9c 24 98 00  | ......I....x.H...I....9_..L..$.. | 
| 3ad60 |  00 00 4c 89 5c 24 58 45 31 e4 45 31 ed 48 8b bc    24 88 00 00 00 48 c7 84 24 98 00 00 00 00 00 00  | ..L.\$XE1.E1.H..$....H..$....... | 
| 3ad80 |  00 48 c7 44 24 48 00 00 00 00 48 c7 44 24 40 00    00 00 00 48 c7 44 24 78 00 00 00 00 44 89 7c 24  | .H.D$H....H.D$@....H.D$x....D.|$ | 
| 3ada0 |  18 48 89 6c 24 38 4c 89 74 24 68 48 8b b4 24 80    00 00 00 31 d2 e8 66 a4 fc ff 48 89 84 24 98 00  | .H.l$8L.t$hH..$....1..f...H..$.. | 
| 3adc0 |  00 00 49 89 c2 48 85 c0 0f 84 c5 7f 00 00 48 3b    05 ab 01 07 00 0f 94 c0 4c 3b 15 69 01 07 00 0f  | ..I..H........H;........L;.i.... | 
| 3ade0 |  94 c2 08 c2 0f 85 36 5b 00 00 49 39 da 0f 84 2d    5b 00 00 4c 89 d7 e8 e5 a7 fc ff 89 c5 85 c0 0f  | ......6[..I9...-[..L............ | 
| 3ae00 |  88 8b 80 00 00 48 8b bc 24 98 00 00 00 48 8b 17    85 d2 78 0d 48 83 ea 01 48 89 17 0f 84 a1 5e 00  | .....H..$....H....x.H...H.....^. | 
| 3ae20 |  00 48 c7 84 24 98 00 00 00 00 00 00 00 85 ed 0f    84 17 80 00 00 48 8b 35 dc 1b 07 00 48 8b 7c 24  | .H..$................H.5....H.|$ | 
| 3ae40 |  20 e8 4a 88 fd ff 48 89 c5 48 85 c0 0f 84 08 81    00 00 48 8b b4 24 88 00 00 00 48 8b bc 24 80 00  | ..J...H..H........H..$....H..$.. | 
| 3ae60 |  00 00 e8 29 aa fc ff 48 89 84 24 a0 00 00 00 49    89 c2 48 85 c0 0f 84 90 80 00 00 48 c7 84 24 90  | ...)...H..$....I..H........H..$. | 
| 3ae80 |  00 00 00 00 00 00 00 48 8b 44 24 30 48 39 45 08    0f 85 1a 81 00 00 48 8b 45 18 48 89 84 24 90 00  | .......H.D$0H9E.......H.E.H..$.. | 
| 3aea0 |  00 00 48 85 c0 0f 84 05 81 00 00 8b 10 4c 8b 75    10 83 c2 01 74 02 89 10 41 8b 06 83 c0 01 74 03  | ..H..........L.u....t...A.....t. | 
| 3aec0 |  41 89 06 48 8b 55 00 85 d2 0f 88 d2 82 00 00 48    83 ea 01 41 bf 01 00 00 00 48 89 55 00 0f 84 b1  | A..H.U.........H...A.....H.U.... | 
| 3aee0 |  82 00 00 49 63 c7 b9 01 00 00 00 41 8d 57 01 4c    89 f7 f3 0f 7e 84 24 90 00 00 00 48 29 c1 48 63  | ...Ic......A.W.L....~.$....H).Hc | 
| 3af00 |  d2 48 8b 44 24 70 0f 16 84 24 a0 00 00 00 48 8d    34 c8 0f 29 84 24 e0 00 00 00 e8 51 a8 fd ff 48  | .H.D$p...$....H.4..).$.....Q...H | 
| 3af20 |  8b bc 24 90 00 00 00 48 89 84 24 98 00 00 00 e8    2c 88 fd ff 48 8b bc 24 a0 00 00 00 48 c7 84 24  | ..$....H..$.....,...H..$....H..$ | 
| 3af40 |  90 00 00 00 00 00 00 00 48 8b 07 85 c0 78 0d 48    83 e8 01 48 89 07 0f 84 15 5d 00 00 4c 8b 94 24  | ........H....x.H...H.....]..L..$ | 
| 3af60 |  98 00 00 00 48 c7 84 24 a0 00 00 00 00 00 00 00    4c 89 d5 4d 85 d2 0f 84 b9 81 00 00 49 8b 06 85  | ....H..$........L..M........I... | 
| 3af80 |  c0 78 15 48 83 e8 01 49 89 06 0f 84 f7 81 00 00    48 8b ac 24 98 00 00 00 48 8b 7c 24 78 49 89 ee  | .x.H...I........H..$....H.|$xI.. | 
| 3afa0 |  e8 bb 87 fd ff 48 8b 35 84 1e 07 00 ba 04 00 00    00 48 8b bc 24 88 00 00 00 48 c7 84 24 98 00 00  | .....H.5.........H..$....H..$... | 
| 3afc0 |  00 00 00 00 00 e8 56 a2 fc ff 48 89 84 24 98 00    00 00 49 89 c2 48 85 c0 0f 84 03 81 00 00 48 3b  | ......V...H..$....I..H........H; | 
| 3afe0 |  05 9b ff 06 00 41 0f 94 c7 48 3b 05 58 ff 06 00    0f 94 c0 44 08 f8 0f 85 d0 5c 00 00 49 39 da 0f  | .....A...H;.X......D.....\..I9.. | 
| 3b000 |  84 c7 5c 00 00 4c 89 d7 e8 d3 a5 fc ff 41 89 c7    85 c0 0f 88 78 80 00 00 48 8b bc 24 98 00 00 00  | ..\..L.......A......x...H..$.... | 
| 3b020 |  48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84    f7 80 00 00 48 c7 84 24 98 00 00 00 00 00 00 00  | H....x.H...H........H..$........ | 
| 3b040 |  45 85 ff 74 77 48 8b 7c 24 58 45 31 c9 41 b8 01    00 00 00 31 c9 48 8d 94 24 88 00 00 00 31 f6 e8  | E..twH.|$XE1.A.....1.H..$....1.. | 
| 3b060 |  ec 9b fd ff 48 89 84 24 98 00 00 00 49 89 c2 48    85 c0 0f 84 a7 82 00 00 48 8b 15 b1 1d 07 00 48  | ....H..$....I..H........H......H | 
| 3b080 |  8b 7c 24 38 48 89 c6 e8 c4 9f fc ff 85 c0 0f 88    3a 82 00 00 48 8b bc 24 98 00 00 00 48 8b 07 85  | .|$8H...........:...H..$....H... | 
| 3b0a0 |  c0 78 0d 48 83 e8 01 48 89 07 0f 84 b9 82 00 00    48 c7 84 24 98 00 00 00 00 00 00 00 48 8b 3d 1d  | .x.H...H........H..$........H.=. | 
| 3b0c0 |  18 07 00 e8 78 78 fe ff 48 89 c5 48 85 c0 0f 84    a9 81 00 00 48 8b 35 75 13 07 00 48 89 c7 e8 ad  | ....xx..H..H........H.5u...H.... | 
| 3b0e0 |  85 fd ff 48 89 84 24 a0 00 00 00 49 89 c2 48 85    c0 0f 84 3c 81 00 00 48 8b 45 00 85 c0 78 0e 48  | ...H..$....I..H....<...H.E...x.H | 
| 3b100 |  83 e8 01 48 89 45 00 0f 84 66 82 00 00 48 8b ac    24 a0 00 00 00 48 8b 4c 24 30 31 c0 45 31 ff 48  | ...H.E...f...H..$....H.L$01.E1.H | 
| 3b120 |  39 4d 08 0f 84 83 80 00 00 b9 01 00 00 00 8d 50    01 66 49 0f 6e c7 48 89 ef 48 29 c1 48 8b 44 24  | 9M.............P.fI.n.H..H).H.D$ | 
| 3b140 |  70 0f 16 44 24 38 48 63 d2 0f 29 84 24 e0 00 00    00 48 8d 34 c8 e8 16 a6 fd ff 4c 89 ff 48 89 84  | p..D$8Hc..).$....H.4......L..H.. | 
| 3b160 |  24 98 00 00 00 e8 f6 85 fd ff 4c 8b 94 24 98 00    00 00 4c 89 d5 4d 85 d2 0f 84 3a 84 00 00 48 8b  | $.........L..$....L..M....:...H. | 
| 3b180 |  bc 24 a0 00 00 00 48 8b 07 85 c0 78 15 48 83 e8    01 48 89 07 0f 84 6e 80 00 00 48 8b ac 24 98 00  | .$....H....x.H...H....n...H..$.. | 
| 3b1a0 |  00 00 48 c7 84 24 a0 00 00 00 00 00 00 00 4c 89    ef e8 aa 85 fd ff 31 c9 ba 01 00 00 00 48 83 ce  | ..H..$........L.......1......H.. | 
| 3b1c0 |  ff 48 c7 84 24 98 00 00 00 00 00 00 00 48 89 ef    e8 ab 8d fd ff 48 89 84 24 98 00 00 00 49 89 c2  | .H..$........H.......H..$....I.. | 
| 3b1e0 |  48 85 c0 0f 84 7f 83 00 00 48 89 c6 48 89 ef e8    bc a1 fc ff 48 89 84 24 a0 00 00 00 49 89 c2 48  | H........H..H.......H..$....I..H | 
| 3b200 |  85 c0 0f 84 10 83 00 00 48 8b bc 24 98 00 00 00    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | ........H..$....H....x.H...H.... | 
| 3b220 |  de 83 00 00 48 c7 84 24 98 00 00 00 00 00 00 00    48 8b 45 00 4c 8b ac 24 a0 00 00 00 85 c0 78 0e  | ....H..$........H.E.L..$......x. | 
| 3b240 |  48 83 e8 01 48 89 45 00 0f 84 08 84 00 00 48 8b    35 fb 18 07 00 4c 89 ef 48 c7 84 24 a0 00 00 00  | H...H.E.......H.5....L..H..$.... | 
| 3b260 |  00 00 00 00 e8 27 84 fd ff 48 89 84 24 a0 00 00    00 49 89 c2 48 85 c0 0f 84 8f 83 00 00 bf 01 00  | .....'...H..$....I..H........... | 
| 3b280 |  00 00 e8 29 a2 fc ff 48 89 84 24 98 00 00 00 49    89 c2 48 85 c0 0f 84 c8 83 00 00 41 8b 06 83 c0  | ...)...H..$....I..H........A.... | 
| 3b2a0 |  01 74 03 41 89 06 48 8b 84 24 98 00 00 00 4c 89    70 18 e8 89 a3 fc ff 48 89 c5 48 85 c0 0f 84 b8  | .t.A..H..$....L.p......H..H..... | 
| 3b2c0 |  81 00 00 48 8b 15 56 18 07 00 48 8b 35 ef 18 07    00 48 89 c7 e8 27 a4 fc ff 85 c0 0f 88 49 81 00  | ...H..V...H.5....H...'.......I.. | 
| 3b2e0 |  00 48 8b b4 24 98 00 00 00 48 8b bc 24 a0 00 00    00 48 89 ea e8 e7 82 fd ff 48 89 84 24 90 00 00  | .H..$....H..$....H.......H..$... | 
| 3b300 |  00 48 85 c0 0f 84 c2 81 00 00 48 8b bc 24 a0 00    00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07  | .H........H..$....H....x.H...H.. | 
| 3b320 |  0f 84 87 83 00 00 48 8b bc 24 98 00 00 00 48 c7    84 24 a0 00 00 00 00 00 00 00 48 8b 07 85 c0 78  | ......H..$....H..$........H....x | 
| 3b340 |  0d 48 83 e8 01 48 89 07 0f 84 c0 81 00 00 48 c7    84 24 98 00 00 00 00 00 00 00 48 8b 45 00 85 c0  | .H...H........H..$........H.E... | 
| 3b360 |  78 0e 48 83 e8 01 48 89 45 00 0f 84 a3 80 00 00    4c 89 e7 4c 8b bc 24 90 00 00 00 e8 e0 83 fd ff  | x.H...H.E.......L..L..$......... | 
| 3b380 |  48 8b 3d 59 15 07 00 48 c7 84 24 90 00 00 00 00    00 00 00 e8 a8 75 fe ff 48 89 84 24 90 00 00 00  | H.=Y...H..$..........u..H..$.... | 
| 3b3a0 |  48 85 c0 0f 84 28 80 00 00 48 8b 35 b0 19 07 00    48 89 c7 e8 d8 82 fd ff 48 89 c5 48 85 c0 0f 84  | H....(...H.5....H.......H..H.... | 
| 3b3c0 |  bc 7f 00 00 48 8b bc 24 90 00 00 00 48 8b 07 85    c0 78 0d 48 83 e8 01 48 89 07 0f 84 40 80 00 00  | ....H..$....H....x.H...H....@... | 
| 3b3e0 |  bf 01 00 00 00 48 c7 84 24 90 00 00 00 00 00 00    00 e8 ba a0 fc ff 48 89 84 24 90 00 00 00 48 85  | .....H..$.............H..$....H. | 
| 3b400 |  c0 0f 84 2a 72 00 00 41 8b 07 83 c0 01 74 03 41    89 07 48 8b 84 24 90 00 00 00 4c 89 78 18 e8 1d  | ...*r..A.....t.A..H..$....L.x... | 
| 3b420 |  a2 fc ff 48 89 84 24 98 00 00 00 49 89 c2 48 85    c0 0f 84 b0 71 00 00 48 8b 15 42 fb 06 00 48 8b  | ...H..$....I..H.....q..H..B...H. | 
| 3b440 |  35 c3 16 07 00 48 89 c7 e8 b3 a2 fc ff 85 c0 0f    88 41 71 00 00 48 8b 94 24 98 00 00 00 48 8b b4  | 5....H...........Aq..H..$....H.. | 
| 3b460 |  24 90 00 00 00 48 89 ef e8 73 81 fd ff 48 89 84    24 a0 00 00 00 49 89 c2 48 85 c0 0f 84 ff 71 00  | $....H...s...H..$....I..H.....q. | 
| 3b480 |  00 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45    00 0f 84 dc 71 00 00 48 8b bc 24 90 00 00 00 48  | .H.E...x.H...H.E....q..H..$....H | 
| 3b4a0 |  8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 17    72 00 00 48 8b bc 24 98 00 00 00 48 c7 84 24 90  | ....x.H...H.....r..H..$....H..$. | 
| 3b4c0 |  00 00 00 00 00 00 00 48 8b 07 85 c0 78 0d 48 83    e8 01 48 89 07 0f 84 f9 71 00 00 48 8b bc 24 a0  | .......H....x.H...H.....q..H..$. | 
| 3b4e0 |  00 00 00 48 c7 84 24 98 00 00 00 00 00 00 00 48    8b 47 08 48 3b 05 16 fa 06 00 0f 85 c8 6b 00 00  | ...H..$........H.G.H;........k.. | 
| 3b500 |  48 8b 57 10 48 83 fa 02 0f 85 ca 6e 00 00 48 8b    47 18 48 89 84 24 98 00 00 00 48 8b 47 20 48 89  | H.W.H......n..H.G.H..$....H.G.H. | 
| 3b520 |  84 24 90 00 00 00 48 8b 94 24 98 00 00 00 8b 02    83 c0 01 74 02 89 02 48 8b 94 24 90 00 00 00 8b  | .$....H..$.........t...H..$..... | 
| 3b540 |  02 83 c0 01 74 02 89 02 48 8b bc 24 a0 00 00 00    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | ....t...H..$....H....x.H...H.... | 
| 3b560 |  02 6f 00 00 48 c7 84 24 a0 00 00 00 00 00 00 00    48 8b 84 24 98 00 00 00 48 8b 7c 24 40 48 89 44  | .o..H..$........H..$....H.|$@H.D | 
| 3b580 |  24 78 e8 d9 81 fd ff 48 8b 84 24 90 00 00 00 48    8b 7c 24 48 48 c7 84 24 98 00 00 00 00 00 00 00  | $x.....H..$....H.|$HH..$........ | 
| 3b5a0 |  48 89 c5 48 89 44 24 40 e8 b3 81 fd ff 48 8b 35    34 16 07 00 48 89 ef 48 c7 84 24 90 00 00 00 00  | H..H.D$@.....H.54...H..H..$..... | 
| 3b5c0 |  00 00 00 e8 c8 80 fd ff 48 89 84 24 90 00 00 00    49 89 c2 48 85 c0 0f 84 a6 6d 00 00 48 c7 84 24  | ........H..$....I..H.....m..H..$ | 
| 3b5e0 |  98 00 00 00 00 00 00 00 48 8b 44 24 30 49 39 42    08 0f 85 7c 6d 00 00 49 8b 42 18 48 89 84 24 98  | ........H.D$0I9B...|m..I.B.H..$. | 
| 3b600 |  00 00 00 48 85 c0 0f 84 67 6d 00 00 8b 10 49 8b    7a 10 83 c2 01 74 02 89 10 8b 07 83 c0 01 74 02  | ...H....gm....I.z....t........t. | 
| 3b620 |  89 07 4c 8b 84 24 90 00 00 00 48 89 bc 24 90 00    00 00 49 8b 00 85 c0 78 15 48 83 e8 01 49 89 00  | ..L..$....H..$....I....x.H...I.. | 
| 3b640 |  0f 84 c1 6e 00 00 48 8b bc 24 90 00 00 00 b8 01    00 00 00 48 8b 94 24 98 00 00 00 48 8b 4c 24 70  | ...n..H..$.........H..$....H.L$p | 
| 3b660 |  48 c7 84 24 e8 00 00 00 00 00 00 00 48 89 94 24    e0 00 00 00 48 63 d0 b8 01 00 00 00 48 29 d0 48  | H..$........H..$....Hc......H).H | 
| 3b680 |  8d 34 c1 e8 e8 a0 fd ff 48 8b bc 24 98 00 00 00    48 89 84 24 a0 00 00 00 e8 c3 80 fd ff 4c 8b 94  | .4......H..$....H..$.........L.. | 
| 3b6a0 |  24 a0 00 00 00 48 c7 84 24 98 00 00 00 00 00 00    00 4c 89 d5 4d 85 d2 0f 84 6e 6e 00 00 48 8b bc  | $....H..$........L..M....nn..H.. | 
| 3b6c0 |  24 90 00 00 00 48 8b 07 85 c0 78 15 48 83 e8 01    48 89 07 0f 84 48 6e 00 00 48 8b ac 24 a0 00 00  | $....H....x.H...H....Hn..H..$... | 
| 3b6e0 |  00 48 c7 84 24 90 00 00 00 00 00 00 00 48 8b 45    00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 86  | .H..$........H.E...x.H...H.E.... | 
| 3b700 |  6e 00 00 48 8b 35 ce 15 07 00 4c 89 ff 48 c7 84    24 a0 00 00 00 00 00 00 00 e8 72 7f fd ff 48 89  | n..H.5....L..H..$.........r...H. | 
| 3b720 |  84 24 90 00 00 00 49 89 c2 48 85 c0 0f 84 1c 69    00 00 48 c7 84 24 98 00 00 00 00 00 00 00 48 8b  | .$....I..H.....i..H..$........H. | 
| 3b740 |  44 24 30 49 39 42 08 0f 85 f2 68 00 00 49 8b 42    18 48 89 84 24 98 00 00 00 48 85 c0 0f 84 dd 68  | D$0I9B....h..I.B.H..$....H.....h | 
| 3b760 |  00 00 8b 10 49 8b 7a 10 83 c2 01 74 02 89 10 8b    07 83 c0 01 74 02 89 07 4c 8b 84 24 90 00 00 00  | ....I.z....t........t...L..$.... | 
| 3b780 |  48 89 bc 24 90 00 00 00 49 8b 00 85 c0 78 15 48    83 e8 01 49 89 00 0f 84 08 69 00 00 48 8b bc 24  | H..$....I....x.H...I.....i..H..$ | 
| 3b7a0 |  90 00 00 00 b8 01 00 00 00 48 8b 4c 24 40 48 8b    94 24 98 00 00 00 48 89 8c 24 e8 00 00 00 b9 01  | .........H.L$@H..$....H..$...... | 
| 3b7c0 |  00 00 00 48 29 c1 48 89 94 24 e0 00 00 00 8d 50    01 48 8b 44 24 70 48 63 d2 48 8d 34 c8 e8 8e 9f  | ...H).H..$.....P.H.D$pHc.H.4.... | 
| 3b7e0 |  fd ff 48 8b bc 24 98 00 00 00 48 89 84 24 a0 00    00 00 e8 69 7f fd ff 4c 8b 94 24 a0 00 00 00 48  | ..H..$....H..$.....i...L..$....H | 
| 3b800 |  c7 84 24 98 00 00 00 00 00 00 00 4c 89 d5 4d 85    d2 0f 84 bd 67 00 00 48 8b bc 24 90 00 00 00 48  | ..$........L..M.....g..H..$....H | 
| 3b820 |  8b 07 85 c0 78 15 48 83 e8 01 48 89 07 0f 84 8b    68 00 00 48 8b ac 24 a0 00 00 00 48 c7 84 24 90  | ....x.H...H.....h..H..$....H..$. | 
| 3b840 |  00 00 00 00 00 00 00 49 8b 07 49 89 ec 85 c0 78    0d 48 83 e8 01 49 89 07 0f 84 d4 67 00 00 48 8b  | .......I..I....x.H...I.....g..H. | 
| 3b860 |  35 7b 13 07 00 48 89 ef 48 c7 84 24 a0 00 00 00    00 00 00 00 e8 17 7e fd ff 48 89 84 24 a0 00 00  | 5{...H..H..$..........~..H..$... | 
| 3b880 |  00 49 89 c2 48 85 c0 0f 84 dc 66 00 00 48 8b bc    24 88 00 00 00 48 89 c6 e8 c3 98 fc ff 48 89 84  | .I..H.....f..H..$....H.......H.. | 
| 3b8a0 |  24 90 00 00 00 48 85 c0 0f 84 55 66 00 00 48 8b    bc 24 a0 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8  | $....H....Uf..H..$....H....x.H.. | 
| 3b8c0 |  01 48 89 07 0f 84 00 67 00 00 48 8b 44 24 58 48    c7 84 24 a0 00 00 00 00 00 00 00 48 8b 40 08 4c  | .H.....g..H.D$XH..$........H.@.L | 
| 3b8e0 |  8b 78 70 4d 85 ff 0f 84 7e 65 00 00 49 83 7f 10    00 0f 84 73 65 00 00 48 8b b4 24 90 00 00 00 48  | .xpM....~e..I......se..H..$....H | 
| 3b900 |  8b bc 24 88 00 00 00 48 89 da e8 a1 9e fc ff 49    89 c2 48 85 c0 0f 84 ee 64 00 00 48 89 44 24 48  | ..$....H.......I..H.....d..H.D$H | 
| 3b920 |  48 8b 7c 24 58 48 89 ea 48 89 c6 41 ff 57 10 4c    8b 54 24 48 41 89 c7 49 8b 02 85 c0 78 0d 48 83  | H.|$XH..H..A.W.L.T$HA..I....x.H. | 
| 3b940 |  e8 01 49 89 02 0f 84 11 66 00 00 48 8b bc 24 90    00 00 00 45 85 ff 0f 88 43 64 00 00 48 8b 07 85  | ..I.....f..H..$....E....Cd..H... | 
| 3b960 |  c0 78 0d 48 83 e8 01 48 89 07 0f 84 8f 64 00 00    48 8b 35 69 12 07 00 48 89 ef 48 c7 84 24 90 00  | .x.H...H.....d..H.5i...H..H..$.. | 
| 3b980 |  00 00 00 00 00 00 e8 05 7d fd ff 48 89 84 24 90    00 00 00 48 85 c0 0f 84 a0 63 00 00 48 8b bc 24  | ........}..H..$....H.....c..H..$ | 
| 3b9a0 |  88 00 00 00 48 89 c6 e8 94 97 fc ff 48 89 84 24    a0 00 00 00 49 89 c2 48 85 c0 0f 84 b6 6d 00 00  | ....H.......H..$....I..H.....m.. | 
| 3b9c0 |  48 8b bc 24 90 00 00 00 48 8b 07 85 c0 78 0d 48    83 e8 01 48 89 07 0f 84 b9 63 00 00 4c 8b 84 24  | H..$....H....x.H...H.....c..L..$ | 
| 3b9e0 |  88 00 00 00 48 8b bc 24 a0 00 00 00 48 c7 84 24    90 00 00 00 00 00 00 00 48 89 bc 24 88 00 00 00  | ....H..$....H..$........H..$.... | 
| 3ba00 |  49 8b 00 85 c0 78 15 48 83 e8 01 49 89 00 0f 84    c3 6d 00 00 48 8b bc 24 88 00 00 00 48 8b 44 24  | I....x.H...I.....m..H..$....H.D$ | 
| 3ba20 |  40 48 c7 84 24 a0 00 00 00 00 00 00 00 48 89 44    24 48 48 8b 44 24 78 4c 89 74 24 78 48 89 44 24  | @H..$........H.D$HH.D$xL.t$xH.D$ | 
| 3ba40 |  40 e9 65 f3 ff ff 66 2e 0f 1f 84 00 00 00 00 00    49 8b 06 45 0f b6 ed 85 c0 0f 88 0a 6d 00 00 48  | @.e...f.........I..E........m..H | 
| 3ba60 |  83 e8 01 49 89 06 0f 85 fd 6c 00 00 4c 89 f7 e8    5c 97 fc ff e9 5a e8 ff ff 48 3b 05 88 f4 06 00  | ...I.....l..L...\....Z...H;..... | 
| 3ba80 |  0f 84 ea 11 00 00 ba 03 00 00 00 4c 89 ff e8 8d    97 fc ff 49 89 c6 48 85 c0 0f 84 a9 38 00 00 48  | ...........L.......I..H.....8..H | 
| 3baa0 |  3b 05 da f4 06 00 41 0f 94 c7 48 3b 05 97 f4 06    00 0f 94 c0 44 08 f8 0f 85 56 0e 00 00 49 39 de  | ;.....A...H;........D....V...I9. | 
| 3bac0 |  0f 84 4d 0e 00 00 4c 89 f7 e8 12 9b fc ff 89 c2    49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06 0f 84  | ..M...L.........I....x.H...I.... | 
| 3bae0 |  4b 0e 00 00 85 d2 0f 89 91 00 00 00 48 c7 44 24    20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48  | K...........H.D$.....H.l$`E1.1.H | 
| 3bb00 |  c7 44 24 48 00 00 00 00 45 31 d2 45 31 ff 48 8b    bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00 45  | .D$H....E1.E1.H..$....H.D$@....E | 
| 3bb20 |  31 ed 45 31 f6 41 bb 1d 33 00 00 48 c7 44 24 38    00 00 00 00 ba b2 03 00 00 48 c7 44 24 30 00 00  | 1.E1.A..3..H.D$8.........H.D$0.. | 
| 3bb40 |  00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50    00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44  | ..H.D$X....H.D$P....H.D$.....H.D | 
| 3bb60 |  24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 48    c7 44 24 08 00 00 00 00 e9 bb c1 ff ff 4c 8b bc  | $.....H.D$(....H.D$..........L.. | 
| 3bb80 |  24 98 00 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01    49 89 07 0f 84 b0 6e 00 00 48 c7 84 24 98 00 00  | $....I....x.H...I.....n..H..$... | 
| 3bba0 |  00 00 00 00 00 85 d2 0f 84 f3 e1 ff ff e9 4d b5    ff ff 66 0f 1f 44 00 00 48 8b bc 24 90 00 00 00  | ..............M...f..D..H..$.... | 
| 3bbc0 |  4d 89 fe 41 bb 65 32 00 00 e9 9e ca ff ff 48 c7    44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31  | M..A.e2.......H.D$.....H.l$`E1.1 | 
| 3bbe0 |  db 48 c7 44 24 48 00 00 00 00 45 31 d2 48 8b bc    24 90 00 00 00 45 31 ff 48 c7 44 24 40 00 00 00  | .H.D$H....E1.H..$....E1.H.D$@... | 
| 3bc00 |  00 45 31 ed 41 bb 3f 33 00 00 ba b5 03 00 00 48    c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00  | .E1.A.?3.......H.D$8....H.D$0... | 
| 3bc20 |  00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00    00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24  | .H.D$X....H.D$P....H.D$.....H.D$ | 
| 3bc40 |  10 00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7    44 24 08 00 00 00 00 e9 dc c0 ff ff 4d 89 f7 48  | .....H.D$(....H.D$..........M..H | 
| 3bc60 |  8d b4 24 e8 00 00 00 31 d2 45 31 ed e9 29 b9 ff    ff 4c 89 f7 89 54 24 70 45 31 ff 31 db 44 89 5c  | ..$....1.E1..)...L...T$pE1.1.D.\ | 
| 3bc80 |  24 68 45 31 ed 45 31 f6 e8 43 95 fc ff 48 8b 6c    24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00  | $hE1.E1..C...H.l$`E1.E1.H.D$.... | 
| 3bca0 |  00 44 8b 5c 24 68 48 c7 44 24 48 00 00 00 00 8b    54 24 70 48 c7 44 24 40 00 00 00 00 48 8b bc 24  | .D.\$hH.D$H.....T$pH.D$@....H..$ | 
| 3bcc0 |  90 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44    24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48  | ....H.D$8....H.D$0....H.D$X....H | 
| 3bce0 |  c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00    00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00  | .D$P....H.D$.....H.D$.....H.D$(. | 
| 3bd00 |  00 00 00 48 c7 44 24 08 00 00 00 00 e9 27 c0 ff    ff 4c 89 ef 89 54 24 10 44 89 5c 24 08 e8 ae 94  | ...H.D$......'...L...T$.D.\$.... | 
| 3bd20 |  fc ff 8b 54 24 10 44 8b 5c 24 08 e9 17 cb ff ff    89 54 24 10 44 89 5c 24 08 e8 92 94 fc ff 8b 54  | ...T$.D.\$.......T$.D.\$.......T | 
| 3bd40 |  24 10 44 8b 5c 24 08 e9 e0 ca ff ff 44 0f b6 0f    44 0f b6 16 e9 d5 c5 ff ff 4d 89 f7 48 8d b4 24  | $.D.\$......D...D........M..H..$ | 
| 3bd60 |  e8 00 00 00 31 d2 e9 2f b8 ff ff 4c 8b 6f 18 4d    85 ed 0f 84 98 b8 ff ff 41 8b 45 00 48 8b 7f 10  | ....1../...L.o.M........A.E.H... | 
| 3bd80 |  83 c0 01 74 04 41 89 45 00 8b 07 83 c0 01 74 02    89 07 4c 8b 84 24 90 00 00 00 48 89 bc 24 90 00  | ...t.A.E......t...L..$....H..$.. | 
| 3bda0 |  00 00 49 8b 00 85 c0 0f 88 19 1c 00 00 48 83 e8    01 49 89 00 0f 84 1d 1f 00 00 48 8b bc 24 90 00  | ..I..........H...I........H..$.. | 
| 3bdc0 |  00 00 48 8d b4 24 e0 00 00 00 ba 02 00 00 00 e9    3c b8 ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c  | ..H..$..........<...H.D$.....H.l | 
| 3bde0 |  24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00    45 31 d2 48 8b bc 24 90 00 00 00 45 31 ff 48 c7  | $`E1.1.H.D$H....E1.H..$....E1.H. | 
| 3be00 |  44 24 40 00 00 00 00 45 31 ed 41 bb 41 33 00 00    ba b5 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7  | D$@....E1.A.A3.......H.D$8....H. | 
| 3be20 |  44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00    48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00  | D$0....H.D$X....H.D$P....H.D$... | 
| 3be40 |  00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28    00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 d6 be  | ..H.D$.....H.D$(....H.D$........ | 
| 3be60 |  ff ff 4c 89 ff 4c 89 54 24 08 e8 61 93 fc ff 4c    8b 54 24 08 e9 d0 b9 ff ff 48 c7 44 24 20 00 00  | ..L..L.T$..a...L.T$......H.D$... | 
| 3be80 |  00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24    48 00 00 00 00 45 31 d2 48 8b bc 24 90 00 00 00  | ..H.l$`E1.1.H.D$H....E1.H..$.... | 
| 3bea0 |  45 31 ed 48 c7 44 24 40 00 00 00 00 41 bb cb 32    00 00 ba b0 03 00 00 48 c7 44 24 38 00 00 00 00  | E1.H.D$@....A..2.......H.D$8.... | 
| 3bec0 |  48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00    00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18  | H.D$0....H.D$X....H.D$P....H.D$. | 
| 3bee0 |  00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44    24 28 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9  | ....H.D$.....H.D$(....H.D$...... | 
| 3bf00 |  34 be ff ff 45 31 ed 66 0f ef c0 b8 00 00 00 00    66 41 0f 2e 46 10 41 0f 9b c5 44 0f 45 e8 e9 33  | 4...E1.f........fA..F.A...D.E..3 | 
| 3bf20 |  b1 ff ff 48 c7 84 24 90 00 00 00 00 00 00 00 e9    6e c5 ff ff 4c 89 ff 4c 89 54 24 10 e8 8f 92 fc  | ...H..$.........n...L..L.T$..... | 
| 3bf40 |  ff 4c 8b 54 24 10 e9 5b b9 ff ff 48 8b 7c 24 08    e8 7b 92 fc ff 4c 8b 54 24 10 e9 be b9 ff ff 44  | .L.T$..[...H.|$..{...L.T$......D | 
| 3bf60 |  0f b7 0f 44 0f b7 16 e9 c2 c3 ff ff 48 8b 3d 6d    09 07 00 e8 c8 69 fe ff 48 89 44 24 28 48 89 84  | ...D........H.=m.....i..H.D$(H.. | 
| 3bf80 |  24 98 00 00 00 48 85 c0 0f 84 e1 35 00 00 48 8b    35 e3 06 07 00 48 89 c7 e8 f3 76 fd ff 49 89 c2  | $....H.....5..H.5....H....v..I.. | 
| 3bfa0 |  48 85 c0 0f 84 44 35 00 00 48 8b bc 24 98 00 00    00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f  | H....D5..H..$....H....x.H...H... | 
| 3bfc0 |  84 f9 23 00 00 48 8b 35 ec 04 07 00 4c 89 e7 4c    89 54 24 10 48 c7 84 24 98 00 00 00 00 00 00 00  | ..#..H.5....L..L.T$.H..$........ | 
| 3bfe0 |  e8 ab 76 fd ff 4c 8b 54 24 10 48 85 c0 48 89 84    24 98 00 00 00 49 89 c7 0f 84 ee 37 00 00 48 8b  | ..v..L.T$.H..H..$....I.....7..H. | 
| 3c000 |  4c 24 30 ba 08 00 00 00 41 b9 02 00 00 00 31 c0    48 c7 84 24 90 00 00 00 00 00 00 00 49 39 4a 08  | L$0.....A.....1.H..$........I9J. | 
| 3c020 |  0f 84 6a 3b 00 00 66 48 0f 6e c0 48 8b 05 a6 ff    06 00 66 49 0f 6e d7 4c 89 d7 66 0f 6c c2 4c 89  | ..j;..fH.n.H......fI.n.L..f.l.L. | 
| 3c040 |  54 24 10 48 89 84 24 f0 00 00 00 48 8d 84 24 e0    00 00 00 48 8d 34 10 4c 89 ca 48 89 44 24 70 0f  | T$.H..$....H..$....H.4.L..H.D$p. | 
| 3c060 |  29 84 24 e0 00 00 00 e8 04 97 fd ff 48 8b bc 24    90 00 00 00 48 89 84 24 a0 00 00 00 e8 df 76 fd  | ).$.........H..$....H..$......v. | 
| 3c080 |  ff 48 8b bc 24 98 00 00 00 4c 8b 54 24 10 48 c7    84 24 90 00 00 00 00 00 00 00 48 8b 07 85 c0 78  | .H..$....L.T$.H..$........H....x | 
| 3c0a0 |  0d 48 83 e8 01 48 89 07 0f 84 9d 25 00 00 48 8b    84 24 a0 00 00 00 48 c7 84 24 98 00 00 00 00 00  | .H...H.....%..H..$....H..$...... | 
| 3c0c0 |  00 00 48 89 44 24 28 48 85 c0 0f 84 2d 38 00 00    49 8b 02 85 c0 78 1a 48 83 e8 01 49 89 02 0f 84  | ..H.D$(H....-8..I....x.H...I.... | 
| 3c0e0 |  e3 25 00 00 48 8b 84 24 a0 00 00 00 48 89 44 24    28 48 8b 4c 24 28 48 3b 0d 83 ee 06 00 41 0f 94  | .%..H..$....H.D$(H.L$(H;.....A.. | 
| 3c100 |  c5 48 3b 0d 40 ee 06 00 0f 94 c0 44 08 e8 0f 85    53 0b 00 00 48 39 d9 0f 84 4a 0b 00 00 48 89 cf  | .H;.@......D....S...H9...J...H.. | 
| 3c120 |  e8 bb 94 fc ff 41 89 c5 48 8b 84 24 a0 00 00 00    48 89 44 24 28 45 85 ed 0f 88 5b 38 00 00 48 8b  | .....A..H..$....H.D$(E....[8..H. | 
| 3c140 |  4c 24 28 48 8b 01 85 c0 78 0d 48 83 e8 01 48 89    01 0f 84 46 2c 00 00 48 c7 84 24 a0 00 00 00 00  | L$(H....x.H...H....F,..H..$..... | 
| 3c160 |  00 00 00 45 85 ed 0f 84 13 b9 ff ff 48 8b 3d 6d    07 07 00 e8 c8 67 fe ff 49 89 c2 48 85 c0 0f 84  | ...E........H.=m.....g..I..H.... | 
| 3c180 |  5b 4b 00 00 48 8b 35 6d 0a 07 00 48 89 c7 48 89    44 24 10 e8 f8 74 fd ff 4c 8b 54 24 10 48 85 c0  | [K..H.5m...H..H.D$...t..L.T$.H.. | 
| 3c1a0 |  48 89 44 24 28 48 89 84 24 98 00 00 00 0f 84 ae    4b 00 00 49 8b 02 85 c0 78 0d 48 83 e8 01 49 89  | H.D$(H..$.......K..I....x.H...I. | 
| 3c1c0 |  02 0f 84 ab 43 00 00 48 8b 3d 12 07 07 00 e8 6d    67 fe ff 48 89 44 24 28 48 89 84 24 90 00 00 00  | ....C..H.=.....mg..H.D$(H..$.... | 
| 3c1e0 |  48 85 c0 0f 84 fc 4c 00 00 48 8b 35 38 03 07 00    48 89 c7 e8 98 74 fd ff 48 8b bc 24 90 00 00 00  | H.....L..H.58...H....t..H..$.... | 
| 3c200 |  49 89 c1 48 85 c0 0f 84 5f 4c 00 00 48 8b 07 85    c0 78 0d 48 83 e8 01 48 89 07 0f 84 ba 4b 00 00  | I..H...._L..H....x.H...H.....K.. | 
| 3c220 |  48 8b 35 91 02 07 00 4c 89 e7 4c 89 4c 24 10 48    c7 84 24 90 00 00 00 00 00 00 00 e8 50 74 fd ff  | H.5....L..L.L$.H..$.........Pt.. | 
| 3c240 |  4c 8b 4c 24 10 48 85 c0 48 89 44 24 28 48 89 84    24 90 00 00 00 0f 84 93 4b 00 00 48 8b 44 24 30  | L.L$.H..H.D$(H..$.......K..H.D$0 | 
| 3c260 |  49 39 41 08 0f 84 25 6a 00 00 4d 89 cd 31 c0 45    31 ff 48 8b 94 24 90 00 00 00 b9 01 00 00 00 4c  | I9A...%j..M..1.E1.H..$.........L | 
| 3c280 |  89 ef 4c 89 bc 24 e0 00 00 00 48 29 c1 48 89 94    24 e8 00 00 00 8d 50 01 48 8b 44 24 70 48 63 d2  | ..L..$....H).H..$.....P.H.D$pHc. | 
| 3c2a0 |  48 8d 34 c8 e8 c7 94 fd ff 4c 89 ff 48 89 44 24    10 e8 aa 74 fd ff 48 8b bc 24 90 00 00 00 4c 8b  | H.4......L..H.D$...t..H..$....L. | 
| 3c2c0 |  54 24 10 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89    07 0f 84 85 4b 00 00 48 c7 84 24 90 00 00 00 00  | T$.H....x.H...H.....K..H..$..... | 
| 3c2e0 |  00 00 00 4d 85 d2 0f 84 26 6a 00 00 49 8b 45 00    85 c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 54 4c  | ...M....&j..I.E...x.H...I.E...TL | 
| 3c300 |  00 00 48 8b 35 d7 01 07 00 4c 89 d7 4c 89 54 24    10 e8 7a 73 fd ff 4c 8b 54 24 10 48 85 c0 48 89  | ..H.5....L..L.T$..zs..L.T$.H..H. | 
| 3c320 |  44 24 28 0f 84 8e 68 00 00 49 8b 02 85 c0 78 0d    48 83 e8 01 49 89 02 0f 84 30 4c 00 00 4c 8b 9c  | D$(...h..I....x.H...I....0L..L.. | 
| 3c340 |  24 98 00 00 00 48 8b 4c 24 30 31 c0 45 31 ed 49    39 4b 08 0f 84 d7 68 00 00 4c 8b 7c 24 28 b9 01  | $....H.L$01.E1.I9K....h..L.|$(.. | 
| 3c360 |  00 00 00 8d 50 01 4c 89 df 48 29 c1 48 8b 44 24    70 66 49 0f 6e c5 48 63 d2 66 49 0f 6e ff 66 0f  | ....P.L..H).H.D$pfI.n.Hc.fI.n.f. | 
| 3c380 |  6c c7 48 8d 34 c8 0f 29 84 24 e0 00 00 00 e8 dd    93 fd ff 4c 89 ef 48 89 84 24 a0 00 00 00 e8 bd  | l.H.4..).$.........L..H..$...... | 
| 3c3a0 |  73 fd ff 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89    07 0f 84 c3 4b 00 00 48 8b 84 24 a0 00 00 00 48  | s..I....x.H...I.....K..H..$....H | 
| 3c3c0 |  89 44 24 28 48 85 c0 0f 84 17 64 00 00 48 8b bc    24 98 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01  | .D$(H.....d..H..$....H....x.H... | 
| 3c3e0 |  48 89 07 0f 84 a0 4b 00 00 48 8b 4c 24 08 48 c7    84 24 98 00 00 00 00 00 00 00 8b 01 89 44 24 10  | H.....K..H.L$.H..$...........D$. | 
| 3c400 |  83 c0 01 74 02 89 01 48 8b 44 24 08 48 8b bc 24    a0 00 00 00 ba 04 00 00 00 48 89 c6 48 89 84 24  | ...t...H.D$.H..$.........H..H..$ | 
| 3c420 |  98 00 00 00 e8 f7 8d fc ff 49 89 c2 48 85 c0 0f    84 b6 64 00 00 48 3b 05 44 eb 06 00 41 0f 94 c5  | .........I..H.....d..H;.D...A... | 
| 3c440 |  48 3b 05 01 eb 06 00 0f 94 c0 44 08 e8 0f 85 91    3d 00 00 49 39 da 0f 84 88 3d 00 00 4c 89 d7 4c  | H;........D.....=..I9....=..L..L | 
| 3c460 |  89 54 24 10 e8 77 91 fc ff 4c 8b 54 24 10 85 c0    41 89 c5 0f 88 4e 65 00 00 49 8b 02 85 c0 78 0d  | .T$..w...L.T$...A....Ne..I....x. | 
| 3c480 |  48 83 e8 01 49 89 02 0f 84 82 4e 00 00 45 85 ed    0f 84 2b 4e 00 00 48 8b 8c 24 a0 00 00 00 8b 01  | H...I.....N..E....+N..H..$...... | 
| 3c4a0 |  48 89 4c 24 68 89 44 24 10 83 c0 01 74 0f 89 01    48 8b 84 24 a0 00 00 00 48 89 44 24 68 4c 8b 6c  | H.L$h.D$....t...H..$....H.D$hL.l | 
| 3c4c0 |  24 68 4c 8b 9c 24 98 00 00 00 49 8b 03 85 c0 78    0d 48 83 e8 01 49 89 03 0f 84 06 4e 00 00 48 8b  | $hL..$....I....x.H...I.....N..H. | 
| 3c4e0 |  bc 24 a0 00 00 00 48 c7 84 24 98 00 00 00 00 00    00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07  | .$....H..$........H....x.H...H.. | 
| 3c500 |  0f 84 eb 4d 00 00 4c 89 ac 24 a0 00 00 00 41 8b    45 00 83 c0 01 74 04 41 89 45 00 49 8b 45 00 85  | ...M..L..$....A.E....t.A.E.I.E.. | 
| 3c520 |  c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 e6 4b 00    00 48 8b 4c 24 08 4c 8b ac 24 a0 00 00 00 48 8b  | .x.H...I.E....K..H.L$.L..$....H. | 
| 3c540 |  01 85 c0 78 0d 48 83 e8 01 48 89 01 0f 84 d2 4b    00 00 48 c7 84 24 a0 00 00 00 00 00 00 00 4c 89  | ...x.H...H.....K..H..$........L. | 
| 3c560 |  6c 24 08 e9 17 b5 ff ff 0f 1f 84 00 00 00 00 00    4c 89 d7 e8 58 8c fc ff e9 ca b3 ff ff e8 4e 8c  | l$..............L...X.........N. | 
| 3c580 |  fc ff e9 c7 d3 ff ff 48 8b 35 aa 04 07 00 48 8b    7c 24 20 e8 f8 70 fd ff 48 89 84 24 98 00 00 00  | .......H.5....H.|$...p..H..$.... | 
| 3c5a0 |  49 89 c5 48 85 c0 0f 84 0f 2d 00 00 bf 02 00 00    00 e8 fa 8e fc ff 48 89 84 24 a0 00 00 00 49 89  | I..H.....-............H..$....I. | 
| 3c5c0 |  c5 48 85 c0 0f 84 c4 38 00 00 48 8b 15 5f 08 07    00 8b 02 83 c0 01 74 11 89 02 48 8b 15 4f 08 07  | .H.....8..H.._........t...H..O.. | 
| 3c5e0 |  00 4c 8b ac 24 a0 00 00 00 49 89 55 18 41 8b 06    83 c0 01 74 0b 41 89 06 4c 8b ac 24 a0 00 00 00  | .L..$....I.U.A.....t.A..L..$.... | 
| 3c600 |  4d 89 75 20 e8 37 90 fc ff 49 89 c1 48 85 c0 0f    84 e9 38 00 00 48 8b 54 24 10 48 8b 35 bf 05 07  | M.u..7...I..H.....8..H.T$.H.5... | 
| 3c620 |  00 48 89 c7 48 89 44 24 18 e8 d2 90 fc ff 4c 8b    4c 24 18 85 c0 0f 88 85 25 00 00 48 8b b4 24 a0  | .H..H.D$......L.L$......%..H..$. | 
| 3c640 |  00 00 00 48 8b bc 24 98 00 00 00 4c 89 ca 4c 89    4c 24 18 e8 88 6f fd ff 4c 8b 4c 24 18 48 85 c0  | ...H..$....L..L.L$...o..L.L$.H.. | 
| 3c660 |  48 89 84 24 90 00 00 00 49 89 c5 0f 84 13 3a 00    00 48 8b bc 24 98 00 00 00 48 8b 07 85 c0 78 0d  | H..$....I.....:..H..$....H....x. | 
| 3c680 |  48 83 e8 01 48 89 07 0f 84 03 28 00 00 48 8b bc    24 a0 00 00 00 48 c7 84 24 98 00 00 00 00 00 00  | H...H.....(..H..$....H..$....... | 
| 3c6a0 |  00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f    84 d3 2a 00 00 48 c7 84 24 a0 00 00 00 00 00 00  | .H....x.H...H.....*..H..$....... | 
| 3c6c0 |  00 49 8b 01 85 c0 78 0d 48 83 e8 01 49 89 01 0f    84 8c 28 00 00 48 8b 9c 24 90 00 00 00 48 c7 84  | .I....x.H...I.....(..H..$....H.. | 
| 3c6e0 |  24 90 00 00 00 00 00 00 00 48 c7 44 24 48 00 00    00 00 45 31 ed 48 c7 44 24 40 00 00 00 00 48 c7  | $........H.D$H....E1.H.D$@....H. | 
| 3c700 |  44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00    48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00  | D$8....H.D$0....H.D$X....H.D$P.. | 
| 3c720 |  00 00 48 c7 44 24 18 00 00 00 00 e9 07 cd ff ff    48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31  | ..H.D$..........H.D$.....H.l$`E1 | 
| 3c740 |  c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 45    31 ff 48 8b bc 24 90 00 00 00 48 c7 44 24 40 00  | .1.H.D$H....E1.E1.H..$....H.D$@. | 
| 3c760 |  00 00 00 41 bb 9e 33 00 00 45 31 ed ba ba 03 00    00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00  | ...A..3..E1......H.D$8....H.D$0. | 
| 3c780 |  00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24    50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7  | ...H.D$X....H.D$P....H.D$.....H. | 
| 3c7a0 |  44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00    48 c7 44 24 08 00 00 00 00 e9 7a b5 ff ff 0f b6  | D$.....H.D$(....H.D$......z..... | 
| 3c7c0 |  e8 e9 b4 de ff ff e8 05 8a fc ff e9 2a d2 ff ff    e8 fb 89 fc ff e9 b3 b1 ff ff 4c 89 ff e8 ee 89  | ............*.............L..... | 
| 3c7e0 |  fc ff e9 28 b2 ff ff 48 c7 44 24 20 00 00 00 00    48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00  | ...(...H.D$.....H.l$`E1.1.H.D$H. | 
| 3c800 |  00 00 00 45 31 d2 45 31 ed 41 bb a8 33 00 00 48    c7 44 24 40 00 00 00 00 ba bc 03 00 00 48 c7 44  | ...E1.E1.A..3..H.D$@.........H.D | 
| 3c820 |  24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48    c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00  | $8....H.D$0....H.D$X....H.D$P... | 
| 3c840 |  00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00    00 00 00 48 c7 44 24 28 00 00 00 00 e9 09 b5 ff  | .H.D$.....H.D$.....H.D$(........ | 
| 3c860 |  ff e8 6a 89 fc ff e9 d6 b1 ff ff e8 60 89 fc ff    e9 08 c2 ff ff e8 56 89 fc ff e9 12 d6 ff ff 40  | ..j.........`.........V........@ | 
| 3c880 |  0f b6 ed e9 88 de ff ff 48 c7 44 24 20 00 00 00    00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48  | ........H.D$.....H.l$`E1.1.H.D$H | 
| 3c8a0 |  00 00 00 00 45 31 d2 48 8b bc 24 90 00 00 00 45    31 ed 48 c7 44 24 40 00 00 00 00 41 bb ad 33 00  | ....E1.H..$....E1.H.D$@....A..3. | 
| 3c8c0 |  00 ba bc 03 00 00 48 c7 44 24 38 00 00 00 00 48    c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00  | ......H.D$8....H.D$0....H.D$X... | 
| 3c8e0 |  00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00    00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24  | .H.D$P....H.D$.....H.D$.....H.D$ | 
| 3c900 |  28 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 25    b4 ff ff 49 8b 06 41 0f b6 d7 85 c0 0f 88 5b f2  | (....H.D$......%...I..A.......[. | 
| 3c920 |  ff ff 48 83 e8 01 49 89 06 0f 85 4e f2 ff ff 4c    89 f7 89 54 24 08 e8 95 88 fc ff 8b 54 24 08 e9  | ..H...I....N...L...T$.......T$.. | 
| 3c940 |  a0 f1 ff ff e8 87 88 fc ff e9 fb d5 ff ff 49 8b    07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 b7 21  | ..............I....x.H...I.....! | 
| 3c960 |  00 00 48 c7 84 24 98 00 00 00 00 00 00 00 e9 04    ae ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24  | ..H..$.............H.D$.....H.l$ | 
| 3c980 |  60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45    31 ed 48 8b bc 24 90 00 00 00 41 bb af 33 00 00  | `E1.1.H.D$H....E1.H..$....A..3.. | 
| 3c9a0 |  48 c7 44 24 40 00 00 00 00 ba bc 03 00 00 48 c7    44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00  | H.D$@.........H.D$8....H.D$0.... | 
| 3c9c0 |  48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00    00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10  | H.D$X....H.D$P....H.D$.....H.D$. | 
| 3c9e0 |  00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44    24 08 00 00 00 00 e9 3d b3 ff ff 4c 89 ff e8 cd  | ....H.D$(....H.D$......=...L.... | 
| 3ca00 |  87 fc ff e9 45 d0 ff ff 49 8b 5d 10 48 85 db 0f    8e 53 d3 ff ff 31 c0 eb 14 0f 1f 80 00 00 00 00  | ....E...I.].H....S...1.......... | 
| 3ca20 |  48 83 c0 01 48 39 c3 0f 84 ce 12 00 00 49 3b 7c    c5 18 75 ec e9 2b bd ff ff e8 92 87 fc ff e9 b0  | H...H9.......I;|..u..+.......... | 
| 3ca40 |  b0 ff ff 4c 89 e7 e8 85 87 fc ff e9 c5 b0 ff ff    48 89 cf e8 78 87 fc ff e9 4f d5 ff ff 48 c7 44  | ...L............H...x....O...H.D | 
| 3ca60 |  24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db    48 c7 44 24 48 00 00 00 00 45 31 ed 48 8b bc 24  | $.....H.l$`E1.1.H.D$H....E1.H..$ | 
| 3ca80 |  90 00 00 00 41 bb b2 33 00 00 48 c7 44 24 40 00    00 00 00 ba bc 03 00 00 48 c7 44 24 38 00 00 00  | ....A..3..H.D$@.........H.D$8... | 
| 3caa0 |  00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00    00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24  | .H.D$0....H.D$X....H.D$P....H.D$ | 
| 3cac0 |  18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7    44 24 28 00 00 00 00 48 c7 44 24 08 00 00 00 00  | .....H.D$.....H.D$(....H.D$..... | 
| 3cae0 |  e9 53 b2 ff ff 48 c7 44 24 20 00 00 00 00 48 8b    6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00  | .S...H.D$.....H.l$`E1.1.H.D$H... | 
| 3cb00 |  00 45 31 d2 45 31 ff 48 8b bc 24 90 00 00 00 48    c7 44 24 40 00 00 00 00 41 bb 0c 36 00 00 45 31  | .E1.E1.H..$....H.D$@....A..6..E1 | 
| 3cb20 |  ed ba dc 03 00 00 48 c7 44 24 38 00 00 00 00 48    c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00  | ......H.D$8....H.D$0....H.D$X... | 
| 3cb40 |  00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00    00 00 00 e9 e0 b1 ff ff 4c 89 ef e8 70 86 fc ff  | .H.D$P....H.D$..........L...p... | 
| 3cb60 |  e9 81 bc ff ff 48 c7 44 24 20 00 00 00 00 48 8b    6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00  | .....H.D$.....H.l$`E1.1.H.D$H... | 
| 3cb80 |  00 45 31 d2 45 31 ed 41 bb d3 32 00 00 48 c7 44    24 40 00 00 00 00 ba b0 03 00 00 48 c7 44 24 38  | .E1.E1.A..2..H.D$@.........H.D$8 | 
| 3cba0 |  00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44    24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48  | ....H.D$0....H.D$X....H.D$P....H | 
| 3cbc0 |  c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00    00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 08 00  | .D$.....H.D$.....H.D$(....H.D$.. | 
| 3cbe0 |  00 00 00 e9 82 b1 ff ff 48 c7 44 24 20 00 00 00    00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48  | ........H.D$.....H.l$`E1.1.H.D$H | 
| 3cc00 |  00 00 00 00 45 31 ed 48 8b bc 24 90 00 00 00 41    bb b4 33 00 00 48 c7 44 24 40 00 00 00 00 ba bc  | ....E1.H..$....A..3..H.D$@...... | 
| 3cc20 |  03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24    30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7  | ...H.D$8....H.D$0....H.D$X....H. | 
| 3cc40 |  44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00    48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00  | D$P....H.D$.....H.D$.....H.D$(.. | 
| 3cc60 |  00 00 e9 d1 b0 ff ff 45 0f b6 ed e9 ce f4 ff ff    31 d2 f2 0f 10 05 be 32 06 00 66 41 0f 2e 47 10  | .......E........1......2..fA..G. | 
| 3cc80 |  b8 01 00 00 00 0f 9a c2 0f 45 d0 e9 f5 ee ff ff    4c 89 d7 4c 89 4c 24 28 e8 33 85 fc ff 4c 8b ac  | .........E......L..L.L$(.3...L.. | 
| 3cca0 |  24 90 00 00 00 4c 8b 4c 24 28 e9 a1 be ff ff 48    c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9  | $....L.L$(.....H.D$.....H.l$`E1. | 
| 3ccc0 |  31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 45 31    ff 45 31 ed 48 c7 44 24 40 00 00 00 00 41 bb d5  | 1.H.D$H....E1.E1.E1.H.D$@....A.. | 
| 3cce0 |  32 00 00 ba b0 03 00 00 48 c7 44 24 38 00 00 00    00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00  | 2.......H.D$8....H.D$0....H.D$X. | 
| 3cd00 |  00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24    18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7  | ...H.D$P....H.D$.....H.D$.....H. | 
| 3cd20 |  44 24 28 00 00 00 00 e9 0c b0 ff ff 4d 8b 6a 18    4d 85 ed 0f 84 93 ab ff ff 41 8b 45 00 4d 8b 7a  | D$(.........M.j.M........A.E.M.z | 
| 3cd40 |  10 83 c0 01 74 04 41 89 45 00 41 8b 07 83 c0 01    74 03 41 89 07 49 8b 02 85 c0 78 0d 48 83 e8 01  | ....t.A.E.A.....t.A..I....x.H... | 
| 3cd60 |  49 89 02 0f 84 6d 26 00 00 4d 89 fa 48 8d b4 24    e0 00 00 00 ba 02 00 00 00 e9 4e ab ff ff 48 c7  | I....m&..M..H..$..........N...H. | 
| 3cd80 |  44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31    db 48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb ca  | D$.....H.l$`E1.1.H.D$H....E1.A.. | 
| 3cda0 |  33 00 00 ba bc 03 00 00 48 c7 44 24 40 00 00 00    00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00  | 3.......H.D$@....H.D$8....H.D$0. | 
| 3cdc0 |  00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24    50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7  | ...H.D$X....H.D$P....H.D$.....H. | 
| 3cde0 |  44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00    e9 75 af ff ff 4c 89 cf e8 d3 83 fc ff e9 c4 bf  | D$.....H.D$(.....u...L.......... | 
| 3ce00 |  ff ff 4c 89 4c 24 28 e8 c4 83 fc ff 4c 8b 4c 24    28 e9 7a bd ff ff 41 83 79 18 01 0f 85 57 ad ff  | ..L.L$(.....L.L$(.z...A.y....W.. | 
| 3ce20 |  ff 49 8b 01 85 c0 78 0d 48 83 e8 01 49 89 01 0f    84 6c 24 00 00 48 8b 35 a4 fd 06 00 48 8b 7c 24  | .I....x.H...I....l$..H.5....H.|$ | 
| 3ce40 |  28 e8 4a 68 fd ff 49 89 c1 48 85 c0 0f 84 66 19    00 00 ba 03 00 00 00 4c 89 f6 48 89 c7 48 89 44  | (.Jh..I..H....f........L..H..H.D | 
| 3ce60 |  24 38 e8 b9 83 fc ff 4c 8b 4c 24 38 48 85 c0 48    89 44 24 10 48 89 84 24 a0 00 00 00 0f 84 b7 1d  | $8.....L.L$8H..H.D$.H..$........ | 
| 3ce80 |  00 00 49 8b 01 85 c0 78 1a 48 83 e8 01 49 89 01    0f 84 05 0a 00 00 48 8b 84 24 a0 00 00 00 48 89  | ..I....x.H...I........H..$....H. | 
| 3cea0 |  44 24 10 48 8b 4c 24 10 48 3b 0d d1 e0 06 00 0f    94 c0 48 3b 0d 8f e0 06 00 0f 94 c2 08 c2 0f 85  | D$.H.L$.H;........H;............ | 
| 3cec0 |  4c 06 00 00 48 39 d9 0f 84 43 06 00 00 48 89 cf    e8 0b 87 fc ff 41 89 c5 48 8b 84 24 a0 00 00 00  | L...H9...C...H.......A..H..$.... | 
| 3cee0 |  48 89 44 24 10 45 85 ed 0f 88 c9 1d 00 00 48 8b    4c 24 10 48 8b 01 85 c0 78 0d 48 83 e8 01 48 89  | H.D$.E........H.L$.H....x.H...H. | 
| 3cf00 |  01 0f 84 e7 0d 00 00 48 c7 84 24 a0 00 00 00 00    00 00 00 45 85 ed 0f 85 52 20 00 00 48 89 ee 4c  | .......H..$........E....R...H..L | 
| 3cf20 |  89 e7 ff 15 60 01 07 00 48 8b 3d b1 f9 06 00 66    48 0f 7e c5 e8 07 5a fe ff 49 89 c1 48 85 c0 0f  | ....`...H.=....fH.~...Z..I..H... | 
| 3cf40 |  84 65 1e 00 00 48 8b 35 14 f7 06 00 48 89 c7 48    89 44 24 38 e8 37 67 fd ff 4c 8b 4c 24 38 48 85  | .e...H.5....H..H.D$8.7g..L.L$8H. | 
| 3cf60 |  c0 48 89 44 24 10 48 89 84 24 98 00 00 00 0f 84    56 27 00 00 49 8b 01 85 c0 78 0d 48 83 e8 01 49  | .H.D$.H..$......V'..I....x.H...I | 
| 3cf80 |  89 01 0f 84 29 14 00 00 66 48 0f 6e c5 e8 3e 84    fc ff 48 89 44 24 10 48 85 c0 0f 84 a8 27 00 00  | ....)...fH.n..>...H.D$.H.....'.. | 
| 3cfa0 |  48 8b bc 24 98 00 00 00 48 8b 4c 24 30 b8 08 00    00 00 45 31 e4 ba 01 00 00 00 48 39 4f 08 0f 84  | H..$....H.L$0.....E1......H9O... | 
| 3cfc0 |  67 2e 00 00 4c 8b 7c 24 10 48 8d 8c 24 e0 00 00    00 66 49 0f 6e c4 48 8d 34 01 48 89 4c 24 70 66  | g...L.|$.H..$....fI.n.H.4.H.L$pf | 
| 3cfe0 |  49 0f 6e ef 66 0f 6c c5 0f 29 84 24 e0 00 00 00    e8 7b 87 fd ff 4c 89 e7 48 89 84 24 a0 00 00 00  | I.n.f.l..).$.....{...L..H..$.... | 
| 3d000 |  e8 5b 67 fd ff 49 8b 07 85 c0 78 0d 48 83 e8 01    49 89 07 0f 84 23 16 00 00 48 8b 84 24 a0 00 00  | .[g..I....x.H...I....#...H..$... | 
| 3d020 |  00 48 89 44 24 10 48 85 c0 0f 84 b1 2c 00 00 48    8b bc 24 98 00 00 00 48 8b 07 85 c0 78 1a 48 83  | .H.D$.H.....,..H..$....H....x.H. | 
| 3d040 |  e8 01 48 89 07 0f 84 f7 16 00 00 48 8b 84 24 a0    00 00 00 48 89 44 24 10 48 8b 4c 24 10 48 3b 0d  | ..H........H..$....H.D$.H.L$.H;. | 
| 3d060 |  1c df 06 00 48 c7 84 24 98 00 00 00 00 00 00 00    0f 94 c0 48 3b 0d ce de 06 00 0f 94 c2 08 c2 0f  | ....H..$...........H;........... | 
| 3d080 |  85 94 04 00 00 48 39 d9 0f 84 8b 04 00 00 48 89    cf e8 4a 85 fc ff 41 89 c4 48 8b 84 24 a0 00 00  | .....H9.......H...J...A..H..$... | 
| 3d0a0 |  00 48 89 44 24 10 45 85 e4 0f 88 4e 2b 00 00 48    8b 4c 24 10 48 8b 01 85 c0 78 0d 48 83 e8 01 48  | .H.D$.E....N+..H.L$.H....x.H...H | 
| 3d0c0 |  89 01 0f 84 84 16 00 00 48 c7 84 24 a0 00 00 00    00 00 00 00 45 85 e4 0f 85 41 29 00 00 48 8b 3d  | ........H..$........E....A)..H.= | 
| 3d0e0 |  fc f7 06 00 e8 57 58 fe ff 48 89 44 24 10 48 89    84 24 98 00 00 00 48 85 c0 0f 84 5b 33 00 00 48  | .....WX..H.D$.H..$....H....[3..H | 
| 3d100 |  8b 35 3a f6 06 00 48 89 c7 e8 82 65 fd ff 49 89    c1 48 85 c0 0f 84 b9 32 00 00 48 8b bc 24 98 00  | .5:...H....e..I..H.....2..H..$.. | 
| 3d120 |  00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07    0f 84 92 1d 00 00 48 8b 35 b3 f9 06 00 4c 89 cf  | ..H....x.H...H........H.5....L.. | 
| 3d140 |  4c 89 4c 24 38 48 c7 84 24 98 00 00 00 00 00 00    00 e8 3a 65 fd ff 4c 8b 4c 24 38 48 85 c0 48 89  | L.L$8H..$.........:e..L.L$8H..H. | 
| 3d160 |  44 24 10 48 89 84 24 98 00 00 00 0f 84 e4 31 00    00 49 8b 01 85 c0 78 0d 48 83 e8 01 49 89 01 0f  | D$.H..$.......1..I....x.H...I... | 
| 3d180 |  84 35 23 00 00 48 8b 35 a4 fc 06 00 48 8b 7c 24    28 31 d2 e8 88 80 fc ff 48 89 44 24 10 48 85 c0  | .5#..H.5....H.|$(1......H.D$.H.. | 
| 3d1a0 |  0f 84 f8 35 00 00 4c 8b 9c 24 98 00 00 00 48 8b    44 24 30 49 39 43 08 0f 85 cc 35 00 00 4d 8b 63  | ...5..L..$....H.D$0I9C....5..M.c | 
| 3d1c0 |  18 4d 85 e4 0f 84 76 44 00 00 41 8b 04 24 4d 8b    5b 10 83 c0 01 74 04 41 89 04 24 41 8b 03 83 c0  | .M....vD..A..$M.[....t.A..$A.... | 
| 3d1e0 |  01 74 03 41 89 03 48 8b bc 24 98 00 00 00 4c 89    9c 24 98 00 00 00 48 8b 07 85 c0 0f 88 e3 26 00  | .t.A..H..$....L..$....H.......&. | 
| 3d200 |  00 48 83 e8 01 48 89 07 0f 84 ba 26 00 00 48 8b    74 24 70 4c 8b 9c 24 98 00 00 00 ba 02 00 00 00  | .H...H.....&..H.t$pL..$......... | 
| 3d220 |  4c 8b 7c 24 10 66 49 0f 6e c4 4c 89 df 66 49 0f    6e f7 66 0f 6c c6 0f 29 84 24 e0 00 00 00 e8 2d  | L.|$.fI.n.L..fI.n.f.l..).$.....- | 
| 3d240 |  85 fd ff 4c 89 e7 48 89 84 24 a0 00 00 00 e8 0d    65 fd ff 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89  | ...L..H..$......e..I....x.H...I. | 
| 3d260 |  07 0f 84 77 22 00 00 48 8b 84 24 a0 00 00 00 48    89 44 24 10 48 89 44 24 68 48 85 c0 0f 84 86 34  | ...w"..H..$....H.D$.H.D$hH.....4 | 
| 3d280 |  00 00 48 8b bc 24 98 00 00 00 48 8b 07 85 c0 78    1a 48 83 e8 01 48 89 07 48 8b 8c 24 a0 00 00 00  | ..H..$....H....x.H...H..H..$.... | 
| 3d2a0 |  48 89 4c 24 68 0f 84 1c 22 00 00 48 8b 4c 24 68    48 3b 0d c9 dc 06 00 48 c7 84 24 98 00 00 00 00  | H.L$h..."..H.L$hH;.....H..$..... | 
| 3d2c0 |  00 00 00 41 0f 94 c4 48 3b 0d 7a dc 06 00 0f 94    c0 48 89 cf 44 08 e0 0f 85 26 0d 00 00 48 39 d9  | ...A...H;.z......H..D....&...H9. | 
| 3d2e0 |  0f 84 1d 0d 00 00 48 8b 7c 24 68 e8 f0 82 fc ff    41 89 c4 85 c0 0f 88 89 41 00 00 48 8b bc 24 a0  | ......H.|$h.....A.......A..H..$. | 
| 3d300 |  00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89    07 0f 84 dc 28 00 00 48 c7 84 24 a0 00 00 00 00  | ...H....x.H...H.....(..H..$..... | 
| 3d320 |  00 00 00 45 85 e4 0f 85 71 40 00 00 66 48 0f 6e    c5 f2 0f 5c 05 ff 2b 06 00 66 0f 54 05 1f 2c 06  | ...E....q@..fH.n...\..+..f.T..,. | 
| 3d340 |  00 e8 8a 80 fc ff 48 89 44 24 10 48 89 84 24 a0    00 00 00 48 85 c0 0f 84 c0 3f 00 00 48 8b 74 24  | ......H.D$.H..$....H.....?..H.t$ | 
| 3d360 |  08 48 89 c7 ba 04 00 00 00 e8 b2 7e fc ff 48 89    44 24 10 48 89 84 24 98 00 00 00 48 85 c0 0f 84  | .H.........~..H.D$.H..$....H.... | 
| 3d380 |  c6 3d 00 00 48 8b bc 24 a0 00 00 00 48 8b 07 85    c0 78 0d 48 83 e8 01 48 89 07 0f 84 4d 2e 00 00  | .=..H..$....H....x.H...H....M... | 
| 3d3a0 |  48 8b bc 24 98 00 00 00 48 3b 3d d1 db 06 00 48    c7 84 24 a0 00 00 00 00 00 00 00 40 0f 94 c5 48  | H..$....H;=....H..$........@...H | 
| 3d3c0 |  3b 3d 82 db 06 00 0f 94 c0 40 08 e8 0f 85 5e 18    00 00 48 39 df 0f 84 55 18 00 00 e8 00 82 fc ff  | ;=.......@....^...H9...U........ | 
| 3d3e0 |  89 c5 85 c0 0f 88 24 41 00 00 48 8b bc 24 98 00    00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07  | ......$A..H..$....H....x.H...H.. | 
| 3d400 |  0f 84 f1 2d 00 00 48 c7 84 24 98 00 00 00 00 00    00 00 4c 8b 64 24 28 85 ed 0f 84 7a b5 ff ff 48  | ...-..H..$........L.d$(....z...H | 
| 3d420 |  8b 35 f2 fa 06 00 48 8b 3d 1b fc 06 00 31 d2 e8    ac 61 fd ff 48 89 44 24 10 48 89 84 24 98 00 00  | .5....H.=....1...a..H.D$.H..$... | 
| 3d440 |  00 48 85 c0 0f 84 3a 56 00 00 48 8b 7c 24 10 e8    7c 74 fd ff 48 8b bc 24 98 00 00 00 48 8b 07 85  | .H....:V..H.|$..|t..H..$....H... | 
| 3d460 |  c0 78 0d 48 83 e8 01 48 89 07 0f 84 90 56 00 00    4c 8b 64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2  | .x.H...H.....V..L.d$(H.l$`E1.E1. | 
| 3d480 |  48 c7 44 24 20 00 00 00 00 ba cf 03 00 00 45 31    ff 31 db 48 c7 84 24 98 00 00 00 00 00 00 00 41  | H.D$..........E1.1.H..$........A | 
| 3d4a0 |  bb 8c 35 00 00 45 31 ed 48 8b bc 24 90 00 00 00    48 c7 44 24 48 00 00 00 00 48 c7 44 24 40 00 00  | ..5..E1.H..$....H.D$H....H.D$@.. | 
| 3d4c0 |  00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30    00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44  | ..H.D$8....H.D$0....H.D$X....H.D | 
| 3d4e0 |  24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48    c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00  | $P....H.D$.....H.D$.....H.D$(... | 
| 3d500 |  00 e9 32 a8 ff ff 66 2e 0f 1f 84 00 00 00 00 00    44 0f b6 e8 e9 d5 f9 ff ff 44 0f b6 e0 e9 8d fb  | ..2...f.........D........D...... | 
| 3d520 |  ff ff 48 8b 41 18 48 89 84 24 90 00 00 00 48 85    c0 0f 84 53 c4 ff ff 48 8b 49 10 8b 10 48 89 4c  | ..H.A.H..$....H....S...H.I...H.L | 
| 3d540 |  24 08 83 c2 01 74 02 89 10 48 8b 4c 24 08 8b 01    89 44 24 10 83 c0 01 74 02 89 01 48 8b bc 24 a0  | $....t...H.L$....D$....t...H..$. | 
| 3d560 |  00 00 00 48 8b 44 24 08 48 89 84 24 a0 00 00 00    48 8b 07 85 c0 0f 88 35 21 00 00 48 83 e8 01 48  | ...H.D$.H..$....H......5!..H...H | 
| 3d580 |  89 07 0f 84 6b 23 00 00 48 8b 8c 24 a0 00 00 00    48 8b 84 24 90 00 00 00 ba 02 00 00 00 48 8d b4  | ....k#..H..$....H..$.........H.. | 
| 3d5a0 |  24 e0 00 00 00 48 89 4c 24 08 e9 db c3 ff ff 48    c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9  | $....H.L$......H.D$.....H.l$`E1. | 
| 3d5c0 |  31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 45 31    ed 41 bb ce 33 00 00 48 c7 44 24 40 00 00 00 00  | 1.H.D$H....E1.E1.A..3..H.D$@.... | 
| 3d5e0 |  ba bc 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | .....H.D$8....H.D$0....H.D$X.... | 
| 3d600 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28  | H.D$P....H.D$.....H.D$.....H.D$( | 
| 3d620 |  00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 06 a7    ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60  | ....H.D$..........H.D$.....H.l$` | 
| 3d640 |  45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31    d2 45 31 ed 41 bb ea 32 00 00 48 c7 44 24 40 00  | E1.1.H.D$H....E1.E1.A..2..H.D$@. | 
| 3d660 |  00 00 00 ba b0 03 00 00 48 c7 44 24 38 00 00 00    00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00  | ........H.D$8....H.D$0....H.D$X. | 
| 3d680 |  00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24    18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7  | ...H.D$P....H.D$.....H.D$.....H. | 
| 3d6a0 |  44 24 28 00 00 00 00 48 c7 44 24 08 00 00 00 00    e9 b5 a6 ff ff 4c 89 ef 4c 89 4c 24 18 e8 0e 7b  | D$(....H.D$..........L..L.L$...{ | 
| 3d6c0 |  fc ff 4c 8b 4c 24 18 ba 01 00 00 00 48 8b 84 24    98 00 00 00 48 8d b4 24 e0 00 00 00 e9 79 b6 ff  | ..L.L$......H..$....H..$.....y.. | 
| 3d6e0 |  ff e8 ea 7a fc ff 4c 8b 4c 24 28 e9 fe b4 ff ff    4c 89 4c 24 28 e8 d6 7a fc ff 4c 8b 4c 24 28 e9  | ...z..L.L$(.....L.L$(..z..L.L$(. | 
| 3d700 |  12 b5 ff ff 4c 89 cf e8 c4 7a fc ff e9 25 b5 ff    ff e8 ba 7a fc ff e9 47 b5 ff ff 48 c7 44 24 20  | ....L....z...%.....z...G...H.D$. | 
| 3d720 |  00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7    44 24 48 00 00 00 00 45 31 d2 48 8b bc 24 90 00  | ....H.l$`E1.1.H.D$H....E1.H..$.. | 
| 3d740 |  00 00 45 31 ff 48 c7 44 24 40 00 00 00 00 45 31    ed 41 bb e4 33 00 00 ba bc 03 00 00 48 c7 44 24  | ..E1.H.D$@....E1.A..3.......H.D$ | 
| 3d760 |  38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7    44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00  | 8....H.D$0....H.D$X....H.D$P.... | 
| 3d780 |  48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00    00 00 48 c7 44 24 28 00 00 00 00 e9 98 a5 ff ff  | H.D$.....H.D$.....H.D$(......... | 
| 3d7a0 |  48 8b 47 18 48 89 84 24 90 00 00 00 48 85 c0 0f    84 0a a2 ff ff 8b 10 48 8b 7f 10 83 c2 01 74 02  | H.G.H..$....H..........H......t. | 
| 3d7c0 |  89 10 8b 07 83 c0 01 74 02 89 07 4c 8b 8c 24 98    00 00 00 48 89 bc 24 98 00 00 00 49 8b 01 85 c0  | .......t...L..$....H..$....I.... | 
| 3d7e0 |  0f 88 cc 24 00 00 48 83 e8 01 49 89 01 0f 84 b2    24 00 00 48 8b 84 24 90 00 00 00 48 8b bc 24 98  | ...$..H...I.....$..H..$....H..$. | 
| 3d800 |  00 00 00 ba 02 00 00 00 48 8d b4 24 e0 00 00 00    e9 aa a1 ff ff 48 8b 05 2c d7 06 00 45 31 c9 45  | ........H..$.........H..,...E1.E | 
| 3d820 |  31 d2 45 31 ff 48 c7 44 24 20 00 00 00 00 48 8b    6c 24 60 31 db 41 bb c9 35 00 00 48 c7 44 24 48  | 1.E1.H.D$.....H.l$`1.A..5..H.D$H | 
| 3d840 |  00 00 00 00 ba d6 03 00 00 48 8b bc 24 90 00 00    00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00  | .........H..$....H.D$@....H.D$8. | 
| 3d860 |  00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24    58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7  | ...H.D$0....H.D$X....H.D$P....H. | 
| 3d880 |  44 24 18 00 00 00 00 48 89 44 24 28 e9 a7 a4 ff    ff e8 3a 79 fc ff e9 b1 98 ff ff 4c 89 cf e8 2d  | D$.....H.D$(......:y.......L...- | 
| 3d8a0 |  79 fc ff e9 ee f5 ff ff 48 8b 05 99 d6 06 00 45    31 c9 45 31 d2 45 31 ff 48 c7 44 24 20 00 00 00  | y.......H......E1.E1.E1.H.D$.... | 
| 3d8c0 |  00 48 8b 6c 24 60 31 db 41 bb cb 35 00 00 48 c7    44 24 48 00 00 00 00 ba d6 03 00 00 48 8b bc 24  | .H.l$`1.A..5..H.D$H.........H..$ | 
| 3d8e0 |  90 00 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44    24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48  | ....H.D$@....H.D$8....H.D$0....H | 
| 3d900 |  c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00    00 48 c7 44 24 18 00 00 00 00 48 89 44 24 28 e9  | .D$X....H.D$P....H.D$.....H.D$(. | 
| 3d920 |  14 a4 ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c    24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00  | ....H.D$.....H.l$`E1.1.H.D$H.... | 
| 3d940 |  45 31 d2 48 8b bc 24 90 00 00 00 45 31 ed 48 c7    44 24 40 00 00 00 00 41 bb 54 33 00 00 ba b6 03  | E1.H..$....E1.H.D$@....A.T3..... | 
| 3d960 |  00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30    00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44  | ..H.D$8....H.D$0....H.D$X....H.D | 
| 3d980 |  24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48    c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00  | $P....H.D$.....H.D$.....H.D$(... | 
| 3d9a0 |  00 48 c7 44 24 08 00 00 00 00 e9 89 a3 ff ff e8    1c 78 fc ff e9 80 b4 ff ff 48 89 df e8 0f 78 fc  | .H.D$............x.......H....x. | 
| 3d9c0 |  ff e9 93 b4 ff ff 48 8d b4 24 e0 00 00 00 ba 02    00 00 00 e9 38 9c ff ff 4c 89 ef e8 f0 77 fc ff  | ......H..$..........8...L....w.. | 
| 3d9e0 |  e9 ab cc ff ff 48 c7 44 24 20 00 00 00 00 48 8b    6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00  | .....H.D$.....H.l$`E1.1.H.D$H... | 
| 3da00 |  00 45 31 d2 45 31 ed 41 bb 56 33 00 00 48 c7 44    24 40 00 00 00 00 ba b6 03 00 00 48 c7 44 24 38  | .E1.E1.A.V3..H.D$@.........H.D$8 | 
| 3da20 |  00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44    24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48  | ....H.D$0....H.D$X....H.D$P....H | 
| 3da40 |  c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00    00 48 c7 44 24 28 00 00 00 00 e9 0b a3 ff ff 48  | .D$.....H.D$.....H.D$(.........H | 
| 3da60 |  c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9    31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 45 31  | .D$.....H.l$`E1.1.H.D$H....E1.E1 | 
| 3da80 |  ff 45 31 ed 48 c7 44 24 40 00 00 00 00 41 bb 6b    33 00 00 ba b6 03 00 00 48 c7 44 24 38 00 00 00  | .E1.H.D$@....A.k3.......H.D$8... | 
| 3daa0 |  00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00    00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24  | .H.D$0....H.D$X....H.D$P....H.D$ | 
| 3dac0 |  18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7    44 24 28 00 00 00 00 e9 5c a2 ff ff 48 8b 46 18  | .....H.D$.....H.D$(.....\...H.F. | 
| 3dae0 |  48 89 84 24 98 00 00 00 48 85 c0 0f 84 db c3 ff    ff 48 8b 4e 10 8b 10 48 89 4c 24 08 83 c2 01 74  | H..$....H........H.N...H.L$....t | 
| 3db00 |  02 89 10 48 8b 4c 24 08 8b 01 89 44 24 10 83 c0    01 74 02 89 01 48 8b bc 24 90 00 00 00 48 8b 44  | ...H.L$....D$....t...H..$....H.D | 
| 3db20 |  24 08 48 89 84 24 90 00 00 00 48 8b 07 85 c0 0f    88 5c 21 00 00 48 83 e8 01 48 89 07 0f 84 45 21  | $.H..$....H......\!..H...H....E! | 
| 3db40 |  00 00 48 8b 8c 24 90 00 00 00 48 8b 84 24 98 00    00 00 ba 02 00 00 00 48 89 4c 24 08 31 c9 e9 69  | ..H..$....H..$.........H.L$.1..i | 
| 3db60 |  c3 ff ff 48 3b 05 9e d3 06 00 0f 84 bb 17 00 00    4c 89 ff ba 03 00 00 00 e8 a3 76 fc ff 49 89 c7  | ...H;...........L.........v..I.. | 
| 3db80 |  48 85 c0 0f 84 c9 3a 00 00 48 3b 05 f0 d3 06 00    40 0f 94 c5 48 3b 05 ad d3 06 00 0f 94 c0 40 08  | H.....:..H;.....@...H;........@. | 
| 3dba0 |  e8 0f 85 f8 12 00 00 49 39 df 0f 84 ef 12 00 00    4c 89 ff e8 28 7a fc ff 89 c5 49 8b 07 85 c0 0f  | .......I9.......L...(z....I..... | 
| 3dbc0 |  89 dc 40 00 00 85 ed 0f 89 62 41 00 00 48 c7 44    24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db  | ..@......bA..H.D$.....H.l$`E1.1. | 
| 3dbe0 |  48 c7 44 24 48 00 00 00 00 45 31 d2 45 31 ff 48    8b bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00  | H.D$H....E1.E1.H..$....H.D$@.... | 
| 3dc00 |  41 bb ee 32 00 00 45 31 ed ba b0 03 00 00 48 c7    44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00  | A..2..E1......H.D$8....H.D$0.... | 
| 3dc20 |  48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00    00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10  | H.D$X....H.D$P....H.D$.....H.D$. | 
| 3dc40 |  00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44    24 08 00 00 00 00 e9 dd a0 ff ff 48 8b 05 e6 d2  | ....H.D$(....H.D$..........H.... | 
| 3dc60 |  06 00 45 31 c9 45 31 d2 45 31 ff 48 c7 44 24 20    00 00 00 00 48 8b 6c 24 60 31 db 41 bb ce 35 00  | ..E1.E1.E1.H.D$.....H.l$`1.A..5. | 
| 3dc80 |  00 48 c7 44 24 48 00 00 00 00 ba d6 03 00 00 48    8b bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00  | .H.D$H.........H..$....H.D$@.... | 
| 3dca0 |  48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00    00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50  | H.D$8....H.D$0....H.D$X....H.D$P | 
| 3dcc0 |  00 00 00 00 48 c7 44 24 18 00 00 00 00 48 89 44    24 28 e9 61 a0 ff ff 4c 89 c7 e8 f1 74 fc ff e9  | ....H.D$.....H.D$(.a...L....t... | 
| 3dce0 |  d6 e0 ff ff e8 e7 74 fc ff e9 9d b2 ff ff 48 89    cf e8 da 74 fc ff e9 0c f2 ff ff 4c 89 64 24 08  | ......t.......H....t.......L.d$. | 
| 3dd00 |  45 31 f6 45 89 dc 49 89 ff 4b 8b 74 f5 18 49 39    f7 0f 85 c6 39 00 00 45 89 e3 4c 8b 64 24 08 e9  | E1.E..I..K.t..I9....9..E..L.d$.. | 
| 3dd20 |  40 aa ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c    24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00  | @...H.D$.....H.l$`E1.1.H.D$H.... | 
| 3dd40 |  45 31 d2 48 8b bc 24 90 00 00 00 45 31 ff 48 c7    44 24 40 00 00 00 00 45 31 ed 41 bb 8f 34 00 00  | E1.H..$....E1.H.D$@....E1.A..4.. | 
| 3dd60 |  ba c1 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | .....H.D$8....H.D$0....H.D$X.... | 
| 3dd80 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 48 c7 44 24 10 00 00 00 00 e9 98 9f ff ff  | H.D$P....H.D$.....H.D$.......... | 
| 3dda0 |  48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31    c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 48  | H.D$.....H.l$`E1.1.H.D$H....E1.H | 
| 3ddc0 |  8b bc 24 90 00 00 00 45 31 ff 48 c7 44 24 40 00    00 00 00 45 31 ed 41 bb 31 32 00 00 ba aa 03 00  | ..$....E1.H.D$@....E1.A.12...... | 
| 3dde0 |  00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00    00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24  | .H.D$8....H.D$0....H.D$X....H.D$ | 
| 3de00 |  50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7    44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00  | P....H.D$.....H.D$.....H.D$(.... | 
| 3de20 |  48 c7 44 24 08 00 00 00 00 e9 0a 9f ff ff 48 8b    7c 24 60 48 89 de e8 15 e2 fd ff 48 89 84 24 98  | H.D$..........H.|$`H.......H..$. | 
| 3de40 |  00 00 00 49 89 c7 48 85 c0 0f 84 49 37 00 00 48    c7 44 24 20 00 00 00 00 48 8b 6c 24 60 48 c7 84  | ...I..H....I7..H.D$.....H.l$`H.. | 
| 3de60 |  24 98 00 00 00 00 00 00 00 e9 89 9f ff ff 48 8d    b4 24 e0 00 00 00 ba 02 00 00 00 e9 9e b0 ff ff  | $.............H..$.............. | 
| 3de80 |  48 8b 05 c1 d0 06 00 45 31 d2 45 31 ff 31 db 48    c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 ed  | H......E1.E1.1.H.D$.....H.l$`E1. | 
| 3dea0 |  41 bb d3 35 00 00 48 c7 44 24 48 00 00 00 00 ba    d6 03 00 00 48 8b bc 24 90 00 00 00 48 c7 44 24  | A..5..H.D$H.........H..$....H.D$ | 
| 3dec0 |  40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | @....H.D$8....H.D$0....H.D$X.... | 
| 3dee0 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 48 89 44 24 28 e9 3c 9e ff ff 48 8b 05 45  | H.D$P....H.D$.....H.D$(.<...H..E | 
| 3df00 |  d0 06 00 45 31 ff 31 db 45 31 ed 48 c7 44 24 20    00 00 00 00 48 8b 6c 24 60 41 bb d5 35 00 00 ba  | ...E1.1.E1.H.D$.....H.l$`A..5... | 
| 3df20 |  d6 03 00 00 48 c7 44 24 48 00 00 00 00 48 8b bc    24 90 00 00 00 48 c7 44 24 40 00 00 00 00 48 c7  | ....H.D$H....H..$....H.D$@....H. | 
| 3df40 |  44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00    48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00  | D$8....H.D$0....H.D$X....H.D$P.. | 
| 3df60 |  00 00 48 c7 44 24 18 00 00 00 00 48 89 44 24 28    e9 c3 9d ff ff 41 bb ac 32 00 00 ba af 03 00 00  | ..H.D$.....H.D$(.....A..2....... | 
| 3df80 |  e9 6c a8 ff ff e8 46 72 fc ff e9 75 af ff ff 48    8b 05 b2 cf 06 00 45 31 d2 45 31 ff 31 db 48 c7  | .l....Fr...u...H......E1.E1.1.H. | 
| 3dfa0 |  44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 ed 41    bb da 35 00 00 48 c7 44 24 48 00 00 00 00 ba d6  | D$.....H.l$`E1.A..5..H.D$H...... | 
| 3dfc0 |  03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24    38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7  | ...H.D$@....H.D$8....H.D$0....H. | 
| 3dfe0 |  44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00    48 c7 44 24 18 00 00 00 00 48 89 44 24 28 e9 35  | D$X....H.D$P....H.D$.....H.D$(.5 | 
| 3e000 |  9d ff ff 45 0f b6 e4 e9 f7 f2 ff ff e8 bf 71 fc    ff e9 fa bf ff ff 48 8d b4 24 e8 00 00 00 ba 01  | ...E..........q.......H..$...... | 
| 3e020 |  00 00 00 e9 f6 ae ff ff 4c 8b 64 24 28 48 8b 6c    24 60 45 31 d2 45 31 ff 48 c7 44 24 20 00 00 00  | ........L.d$(H.l$`E1.E1.H.D$.... | 
| 3e040 |  00 31 db 48 8b bc 24 90 00 00 00 45 31 ed 48 c7    44 24 48 00 00 00 00 41 bb a8 34 00 00 ba c5 03  | .1.H..$....E1.H.D$H....A..4..... | 
| 3e060 |  00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38    00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44  | ..H.D$@....H.D$8....H.D$0....H.D | 
| 3e080 |  24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48    c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00  | $X....H.D$P....H.D$.....H.D$.... | 
| 3e0a0 |  00 48 c7 44 24 28 00 00 00 00 e9 89 9c ff ff 48    8b 35 ea de 06 00 48 8b 7c 24 28 e8 f0 63 fd ff  | .H.D$(.........H.5....H.|$(..c.. | 
| 3e0c0 |  85 c0 0f 85 58 9a ff ff 4c 8b 64 24 28 48 8b 6c    24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00  | ....X...L.d$(H.l$`E1.E1.H.D$.... | 
| 3e0e0 |  00 ba c3 03 00 00 45 31 ff 31 db 48 c7 44 24 48    00 00 00 00 41 bb 9e 34 00 00 45 31 ed 48 8b bc  | ......E1.1.H.D$H....A..4..E1.H.. | 
| 3e100 |  24 90 00 00 00 48 c7 44 24 40 00 00 00 00 48 c7    44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00  | $....H.D$@....H.D$8....H.D$0.... | 
| 3e120 |  48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00    00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10  | H.D$X....H.D$P....H.D$.....H.D$. | 
| 3e140 |  00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 e6 9b    ff ff 66 0f 1f 44 00 00 4c 89 cf e8 70 70 fc ff  | ....H.D$(.........f..D..L...pp.. | 
| 3e160 |  e9 27 9a ff ff 48 8b 35 04 e8 06 00 48 8b 7c 24    20 e8 1a 55 fd ff 48 89 84 24 90 00 00 00 49 89  | .'...H.5....H.|$...U..H..$....I. | 
| 3e180 |  c5 48 85 c0 0f 84 69 36 00 00 48 c7 84 24 98 00    00 00 00 00 00 00 48 8b 05 5b cd 06 00 49 39 45  | .H....i6..H..$........H..[...I9E | 
| 3e1a0 |  08 0f 85 8f 21 00 00 49 8b 45 18 48 89 84 24 98    00 00 00 48 85 c0 0f 84 7a 21 00 00 8b 10 4d 8b  | ....!..I.E.H..$....H....z!....M. | 
| 3e1c0 |  45 10 83 c2 01 74 02 89 10 41 8b 00 83 c0 01 74    03 41 89 00 48 8b bc 24 90 00 00 00 4c 89 84 24  | E....t...A.....t.A..H..$....L..$ | 
| 3e1e0 |  90 00 00 00 48 8b 07 85 c0 78 15 48 83 e8 01 48    89 07 0f 84 46 21 00 00 4c 8b 84 24 90 00 00 00  | ....H....x.H...H....F!..L..$.... | 
| 3e200 |  bd 01 00 00 00 48 8b 84 24 98 00 00 00 8d 55 01    4c 89 c7 4c 89 b4 24 e8 00 00 00 48 63 d2 48 89  | .....H..$.....U.L..L..$....Hc.H. | 
| 3e220 |  84 24 e0 00 00 00 b8 01 00 00 00 48 29 e8 48 8d    b4 c4 e0 00 00 00 e8 35 75 fd ff 48 8b bc 24 98  | .$.........H).H........5u..H..$. | 
| 3e240 |  00 00 00 48 89 84 24 a0 00 00 00 e8 10 55 fd ff    4c 8b ac 24 a0 00 00 00 48 c7 84 24 98 00 00 00  | ...H..$......U..L..$....H..$.... | 
| 3e260 |  00 00 00 00 48 8b bc 24 90 00 00 00 4c 89 6c 24    68 4d 85 ed 0f 84 df 2f 00 00 48 8b 07 85 c0 78  | ....H..$....L.l$hM...../..H....x | 
| 3e280 |  1a 48 83 e8 01 48 89 07 48 8b 8c 24 a0 00 00 00    48 89 4c 24 68 0f 84 84 20 00 00 48 8b 7c 24 68  | .H...H..H..$....H.L$h......H.|$h | 
| 3e2a0 |  45 31 c9 45 31 c0 31 c9 48 8d 94 24 80 00 00 00    31 f6 48 c7 84 24 90 00 00 00 00 00 00 00 e8 8d  | E1.E1.1.H..$....1.H..$.......... | 
| 3e2c0 |  69 fd ff 48 89 84 24 90 00 00 00 49 89 c5 48 85    c0 0f 84 db 2d 00 00 48 8b bc 24 a0 00 00 00 48  | i..H..$....I..H.....-..H..$....H | 
| 3e2e0 |  8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 e7    1e 00 00 48 8b 9c 24 90 00 00 00 48 8b 35 96 e8  | ....x.H...H........H..$....H.5.. | 
| 3e300 |  06 00 48 c7 84 24 a0 00 00 00 00 00 00 00 48 c7    84 24 90 00 00 00 00 00 00 00 48 8b 54 24 10 48  | ..H..$........H..$........H.T$.H | 
| 3e320 |  8b 43 08 48 89 df 48 8b 80 98 00 00 00 48 85 c0    0f 84 e8 2c 00 00 ff d0 85 c0 0f 89 a9 e3 ff ff  | .C.H..H......H.....,............ | 
| 3e340 |  48 c7 44 24 20 00 00 00 00 45 31 c9 45 31 d2 48    8b bc 24 90 00 00 00 48 c7 44 24 48 00 00 00 00  | H.D$.....E1.E1.H..$....H.D$H.... | 
| 3e360 |  45 31 ff 45 31 ed 48 8b 6c 24 60 48 c7 44 24 40    00 00 00 00 41 bb 6c 39 00 00 ba 04 04 00 00 48  | E1.E1.H.l$`H.D$@....A.l9.......H | 
| 3e380 |  c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00    00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00  | .D$8....H.D$0....H.D$X....H.D$P. | 
| 3e3a0 |  00 00 00 48 c7 44 24 18 00 00 00 00 e9 87 99 ff    ff 4c 89 cf e8 17 6e fc ff e9 ca eb ff ff 4c 89  | ...H.D$..........L....n.......L. | 
| 3e3c0 |  54 24 10 e8 08 6e fc ff 4c 8b 54 24 10 e9 f3 db    ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60  | T$...n..L.T$......H.D$.....H.l$` | 
| 3e3e0 |  45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31    d2 48 8b bc 24 90 00 00 00 45 31 ff 48 c7 44 24  | E1.1.H.D$H....E1.H..$....E1.H.D$ | 
| 3e400 |  40 00 00 00 00 41 bb 20 36 00 00 ba de 03 00 00    48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00  | @....A..6.......H.D$8....H.D$0.. | 
| 3e420 |  00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50    00 00 00 00 48 c7 44 24 18 00 00 00 00 e9 f6 98  | ..H.D$X....H.D$P....H.D$........ | 
| 3e440 |  ff ff 48 3b 05 bf ca 06 00 0f 84 27 15 00 00 48    89 cf ba 03 00 00 00 e8 c4 6d fc ff 48 89 44 24  | ..H;.......'...H.........m..H.D$ | 
| 3e460 |  08 48 85 c0 0f 84 a2 32 00 00 4c 8b 7c 24 08 4c    3b 3d 0a cb 06 00 41 0f 94 c5 4c 3b 3d c7 ca 06  | .H.....2..L.|$.L;=....A...L;=... | 
| 3e480 |  00 0f 94 c0 44 08 e8 0f 85 de 13 00 00 49 39 df    0f 84 d5 13 00 00 4c 89 ff e8 42 71 fc ff 41 89  | ....D........I9.......L...Bq..A. | 
| 3e4a0 |  c5 49 8b 07 85 c0 0f 89 07 38 00 00 45 85 ed 0f    89 b4 37 00 00 48 c7 44 24 20 00 00 00 00 48 8b  | .I.......8..E.....7..H.D$.....H. | 
| 3e4c0 |  6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00    00 45 31 d2 45 31 ff 48 8b bc 24 90 00 00 00 48  | l$`E1.1.H.D$H....E1.E1.H..$....H | 
| 3e4e0 |  c7 44 24 40 00 00 00 00 41 bb 6f 33 00 00 45 31    ed ba b6 03 00 00 48 c7 44 24 38 00 00 00 00 48  | .D$@....A.o3..E1......H.D$8....H | 
| 3e500 |  c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00    00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00  | .D$0....H.D$X....H.D$P....H.D$.. | 
| 3e520 |  00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24    28 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 f5  | ...H.D$.....H.D$(....H.D$....... | 
| 3e540 |  97 ff ff 48 8b 05 fe c9 06 00 48 8b 6c 24 60 31    db 48 c7 44 24 20 00 00 00 00 48 c7 44 24 48 00  | ...H......H.l$`1.H.D$.....H.D$H. | 
| 3e560 |  00 00 00 41 bb d7 35 00 00 ba d6 03 00 00 48 c7    44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00  | ...A..5.......H.D$@....H.D$8.... | 
| 3e580 |  48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00    00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18  | H.D$0....H.D$X....H.D$P....H.D$. | 
| 3e5a0 |  00 00 00 00 48 89 44 24 28 e9 bc 97 ff ff 4c 89    ef e8 1a 6c fc ff e9 6b c1 ff ff 40 0f b6 ed e9  | ....H.D$(.....L....l...k...@.... | 
| 3e5c0 |  70 c3 ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c    24 60 45 31 d2 31 db 48 c7 44 24 48 00 00 00 00  | p...H.D$.....H.l$`E1.1.H.D$H.... | 
| 3e5e0 |  41 bb 7c 36 00 00 45 31 ff 48 8b bc 24 90 00 00    00 48 c7 44 24 40 00 00 00 00 ba e1 03 00 00 48  | A.|6..E1.H..$....H.D$@.........H | 
| 3e600 |  c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00    00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00  | .D$8....H.D$0....H.D$X....H.D$P. | 
| 3e620 |  00 00 00 e9 10 97 ff ff 4d 89 e9 48 8d b4 24 e8    00 00 00 31 d2 31 c0 e9 1e a7 ff ff 48 8b 7c 24  | ........M..H..$....1.1......H.|$ | 
| 3e640 |  10 e8 8a 6b fc ff e9 ce e9 ff ff e8 80 6b fc ff    4c 8b 54 24 10 e9 54 da ff ff 48 c7 44 24 20 00  | ...k.........k..L.T$..T...H.D$.. | 
| 3e660 |  00 00 00 45 31 d2 48 8b 6c 24 60 45 31 ed 48 c7    44 24 48 00 00 00 00 41 bb 34 36 00 00 ba de 03  | ...E1.H.l$`E1.H.D$H....A.46..... | 
| 3e680 |  00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38    00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44  | ..H.D$@....H.D$8....H.D$0....H.D | 
| 3e6a0 |  24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48    c7 44 24 18 00 00 00 00 e9 ad 96 ff ff e8 0e 6b  | $X....H.D$P....H.D$............k | 
| 3e6c0 |  fc ff e9 e7 b3 ff ff 4c 89 d7 e8 01 6b fc ff e9    10 da ff ff 48 8b 05 6d c8 06 00 48 8b 6c 24 60  | .......L....k.......H..m...H.l$` | 
| 3e6e0 |  48 c7 44 24 20 00 00 00 00 45 31 d2 48 c7 44 24    48 00 00 00 00 31 db 41 bb dc 35 00 00 ba d6 03  | H.D$.....E1.H.D$H....1.A..5..... | 
| 3e700 |  00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38    00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44  | ..H.D$@....H.D$8....H.D$0....H.D | 
| 3e720 |  24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48    c7 44 24 18 00 00 00 00 48 89 44 24 28 e9 28 96  | $X....H.D$P....H.D$.....H.D$(.(. | 
| 3e740 |  ff ff e8 89 6a fc ff e9 ff e8 ff ff 48 89 cf e8    7c 6a fc ff e9 6f e9 ff ff 49 89 dd 48 8b 6c 24  | ....j.......H...|j...o...I..H.l$ | 
| 3e760 |  60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00    31 db 41 bb 42 36 00 00 ba df 03 00 00 48 c7 44  | `E1.E1.H.D$.....1.A.B6.......H.D | 
| 3e780 |  24 48 00 00 00 00 48 c7 44 24 40 00 00 00 00 48    c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00  | $H....H.D$@....H.D$8....H.D$0... | 
| 3e7a0 |  00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00    00 00 00 e9 b2 95 ff ff 4c 8b 64 24 28 48 8b 6c  | .H.D$X....H.D$P.........L.d$(H.l | 
| 3e7c0 |  24 60 45 31 d2 45 31 ff 48 c7 44 24 20 00 00 00    00 31 db 48 8b bc 24 90 00 00 00 45 31 ed 48 c7  | $`E1.E1.H.D$.....1.H..$....E1.H. | 
| 3e7e0 |  44 24 48 00 00 00 00 41 bb cb 34 00 00 ba c7 03    00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38  | D$H....A..4.......H.D$@....H.D$8 | 
| 3e800 |  00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44    24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48  | ....H.D$0....H.D$X....H.D$P....H | 
| 3e820 |  c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00    00 48 c7 44 24 28 00 00 00 00 e9 f9 94 ff ff 48  | .D$.....H.D$.....H.D$(.........H | 
| 3e840 |  c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9    31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 48 8b  | .D$.....H.l$`E1.1.H.D$H....E1.H. | 
| 3e860 |  bc 24 90 00 00 00 45 31 ff 48 c7 44 24 40 00 00    00 00 45 31 ed 41 bb 28 33 00 00 ba b3 03 00 00  | .$....E1.H.D$@....E1.A.(3....... | 
| 3e880 |  48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00    00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50  | H.D$8....H.D$0....H.D$X....H.D$P | 
| 3e8a0 |  00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44    24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 48  | ....H.D$.....H.D$.....H.D$(....H | 
| 3e8c0 |  c7 44 24 08 00 00 00 00 e9 6b 94 ff ff 4d 89 e9    48 8d b4 24 e8 00 00 00 31 d2 e9 7b a4 ff ff 48  | .D$......k...M..H..$....1..{...H | 
| 3e8e0 |  3b 05 22 c6 06 00 0f 84 0a 01 00 00 4c 89 cf ba    03 00 00 00 4c 89 4c 24 38 e8 22 69 fc ff 4c 8b  | ;.".........L.......L.L$8."i..L. | 
| 3e900 |  4c 24 38 48 85 c0 48 89 44 24 10 0f 84 06 42 00    00 4c 8b 7c 24 10 4c 3b 3d 63 c6 06 00 41 0f 94  | L$8H..H.D$....B..L.|$.L;=c...A.. | 
| 3e920 |  c5 4c 3b 3d 20 c6 06 00 0f 94 c0 44 08 e8 0f 85    3a 16 00 00 49 39 df 0f 84 31 16 00 00 4c 89 ff  | .L;=.......D....:...I9...1...L.. | 
| 3e940 |  4c 89 4c 24 38 e8 96 6c fc ff 4c 8b 4c 24 38 41    89 c5 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07  | L.L$8..l..L.L$8A..I....x.H...I.. | 
| 3e960 |  0f 84 2e 16 00 00 45 85 ed 0f 89 a5 00 00 00 4c    8b 64 24 28 48 8b 6c 24 60 45 31 d2 45 31 ff 48  | ......E........L.d$(H.l$`E1.E1.H | 
| 3e980 |  c7 44 24 20 00 00 00 00 ba c5 03 00 00 31 db 48    8b bc 24 90 00 00 00 48 c7 44 24 48 00 00 00 00  | .D$..........1.H..$....H.D$H.... | 
| 3e9a0 |  41 bb aa 34 00 00 45 31 ed 48 c7 44 24 40 00 00    00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30  | A..4..E1.H.D$@....H.D$8....H.D$0 | 
| 3e9c0 |  00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44    24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48  | ....H.D$X....H.D$P....H.D$.....H | 
| 3e9e0 |  c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00    00 e9 42 93 ff ff 45 31 ed f2 0f 10 05 37 15 06  | .D$.....H.D$(.....B...E1.....7.. | 
| 3ea00 |  00 b8 01 00 00 00 66 41 0f 2e 41 10 41 0f 9a c5    44 0f 45 e8 49 8b 01 85 c0 78 0d 48 83 e8 01 49  | ......fA..A.A...D.E.I....x.H...I | 
| 3ea20 |  89 01 0f 84 2d 06 00 00 45 85 ed 0f 84 04 e4 ff    ff e9 56 91 ff ff 66 2e 0f 1f 84 00 00 00 00 00  | ....-...E.........V...f......... | 
| 3ea40 |  49 89 dd 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7    44 24 20 00 00 00 00 45 31 ff 31 db 41 bb 44 36  | I..H.l$`E1.E1.H.D$.....E1.1.A.D6 | 
| 3ea60 |  00 00 48 c7 44 24 48 00 00 00 00 ba df 03 00 00    48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00  | ..H.D$H.........H.D$@....H.D$8.. | 
| 3ea80 |  00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58    00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44  | ..H.D$0....H.D$X....H.D$P....H.D | 
| 3eaa0 |  24 18 00 00 00 00 e9 8d 92 ff ff 4c 89 ef 48 8b    6c 24 60 41 bb ed 36 00 00 31 db 48 c7 44 24 20  | $..........L..H.l$`A..6..1.H.D$. | 
| 3eac0 |  00 00 00 00 45 31 c9 45 31 d2 ba e8 03 00 00 48    c7 44 24 48 00 00 00 00 45 31 ff 45 31 ed 48 c7  | ....E1.E1......H.D$H....E1.E1.H. | 
| 3eae0 |  44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00    48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00  | D$@....H.D$8....H.D$0....H.D$X.. | 
| 3eb00 |  00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18    00 00 00 00 e9 1f 92 ff ff 4c 89 ff e8 af 66 fc  | ..H.D$P....H.D$..........L....f. | 
| 3eb20 |  ff e9 3c de ff ff 48 c7 44 24 20 00 00 00 00 48    8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00  | ..<...H.D$.....H.l$`E1.1.H.D$H.. | 
| 3eb40 |  00 00 45 31 d2 41 bb ec 36 00 00 ba e8 03 00 00    48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00  | ..E1.A..6.......H.D$@....H.D$8.. | 
| 3eb60 |  00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58    00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44  | ..H.D$0....H.D$X....H.D$P....H.D | 
| 3eb80 |  24 18 00 00 00 00 e9 df 91 ff ff 4c 89 cf e8 3d    66 fc ff e9 fa a4 ff ff e8 33 66 fc ff e9 0c a5  | $..........L...=f........3f..... | 
| 3eba0 |  ff ff e8 29 66 fc ff e9 2a a5 ff ff 48 83 e8 01    49 89 06 0f 85 1a b7 ff ff e9 ae ce ff ff 66 90  | ...)f...*...H...I.............f. | 
| 3ebc0 |  48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31    d2 41 bb cf 36 00 00 48 c7 44 24 48 00 00 00 00  | H.D$.....H.l$`E1.A..6..H.D$H.... | 
| 3ebe0 |  ba e6 03 00 00 45 31 ff 48 8b bc 24 90 00 00 00    48 c7 44 24 40 00 00 00 00 31 db 45 31 ed 48 c7  | .....E1.H..$....H.D$@....1.E1.H. | 
| 3ec00 |  44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00    48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00  | D$8....H.D$0....H.D$X....H.D$P.. | 
| 3ec20 |  00 00 48 c7 44 24 18 00 00 00 00 e9 08 91 ff ff    40 0f b6 ed e9 b9 e7 ff ff 4c 8b 64 24 28 48 8b  | ..H.D$..........@........L.d$(H. | 
| 3ec40 |  6c 24 60 45 31 d2 45 31 ff 48 c7 44 24 20 00 00    00 00 31 db 48 8b bc 24 90 00 00 00 45 31 ed 48  | l$`E1.E1.H.D$.....1.H..$....E1.H | 
| 3ec60 |  c7 44 24 48 00 00 00 00 41 bb cd 34 00 00 ba c7    03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24  | .D$H....A..4.......H.D$@....H.D$ | 
| 3ec80 |  38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7    44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00  | 8....H.D$0....H.D$X....H.D$P.... | 
| 3eca0 |  48 c7 44 24 18 00 00 00 00 48 c7 44 24 28 00 00    00 00 e9 81 90 ff ff 4c 8b 64 24 28 48 8b 6c 24  | H.D$.....H.D$(.........L.d$(H.l$ | 
| 3ecc0 |  60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00    ba c7 03 00 00 45 31 ff 31 db 48 c7 44 24 48 00  | `E1.E1.H.D$..........E1.1.H.D$H. | 
| 3ece0 |  00 00 00 41 bb cf 34 00 00 45 31 ed 48 8b bc 24    90 00 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44  | ...A..4..E1.H..$....H.D$@....H.D | 
| 3ed00 |  24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48    c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00  | $8....H.D$0....H.D$X....H.D$P... | 
| 3ed20 |  00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00    00 00 00 48 c7 44 24 28 00 00 00 00 e9 f7 8f ff  | .H.D$.....H.D$.....H.D$(........ | 
| 3ed40 |  ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45    31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2  | .H.D$.....H.l$`E1.1.H.D$H....E1. | 
| 3ed60 |  41 bb 51 36 00 00 ba e0 03 00 00 48 c7 44 24 40    00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44  | A.Q6.......H.D$@....H.D$8....H.D | 
| 3ed80 |  24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48    c7 44 24 50 00 00 00 00 e9 cd 8f ff ff 48 89 cf  | $0....H.D$X....H.D$P.........H.. | 
| 3eda0 |  e8 2b 64 fc ff e9 ad d3 ff ff 4c 8b 64 24 28 48    8b 6c 24 60 45 31 d2 45 31 ff 48 c7 44 24 20 00  | .+d.......L.d$(H.l$`E1.E1.H.D$.. | 
| 3edc0 |  00 00 00 31 db 48 8b bc 24 90 00 00 00 45 31 ed    48 c7 44 24 48 00 00 00 00 41 bb f9 34 00 00 ba  | ...1.H..$....E1.H.D$H....A..4... | 
| 3ede0 |  ca 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44    24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48  | ....H.D$@....H.D$8....H.D$0....H | 
| 3ee00 |  c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00    00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00  | .D$X....H.D$P....H.D$.....H.D$.. | 
| 3ee20 |  00 00 00 48 c7 44 24 28 00 00 00 00 e9 07 8f ff    ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45  | ...H.D$(.........H.D$.....H.l$`E | 
| 3ee40 |  31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2    45 31 ff 41 bb 65 36 00 00 48 c7 44 24 40 00 00  | 1.1.H.D$H....E1.E1.A.e6..H.D$@.. | 
| 3ee60 |  00 00 ba e0 03 00 00 48 c7 44 24 38 00 00 00 00    48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00  | .......H.D$8....H.D$0....H.D$X.. | 
| 3ee80 |  00 00 48 c7 44 24 50 00 00 00 00 e9 a8 8e ff ff    e8 3b 63 fc ff 4c 8b 4c 24 18 e9 ee d7 ff ff 49  | ..H.D$P..........;c..L.L$......I | 
| 3eea0 |  8b 07 40 0f b6 ed 85 c0 0f 88 81 2e 00 00 48 83    e8 01 49 89 07 0f 85 74 2e 00 00 4c 89 ff e8 0d  | ..@...........H...I....t...L.... | 
| 3eec0 |  63 fc ff e9 fd ec ff ff 4c 89 4c 24 10 e8 fe 62    fc ff 4c 8b 4c 24 10 e9 5a e2 ff ff 4c 89 cf e8  | c.......L.L$...b..L.L$..Z...L... | 
| 3eee0 |  ec 62 fc ff e9 b3 b8 ff ff 48 c7 44 24 20 00 00    00 00 48 8b 6c 24 60 45 31 d2 31 db 48 c7 44 24  | .b.......H.D$.....H.l$`E1.1.H.D$ | 
| 3ef00 |  48 00 00 00 00 45 31 ff 48 8b bc 24 90 00 00 00    41 bb 73 36 00 00 48 c7 44 24 40 00 00 00 00 ba  | H....E1.H..$....A.s6..H.D$@..... | 
| 3ef20 |  e1 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44    24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48  | ....H.D$8....H.D$0....H.D$X....H | 
| 3ef40 |  c7 44 24 50 00 00 00 00 e9 eb 8d ff ff e8 7e 62    fc ff e9 cd a6 ff ff e8 74 62 fc ff e9 f8 a1 ff  | .D$P..........~b........tb...... | 
| 3ef60 |  ff 4c 89 cf e8 67 62 fc ff e9 67 d7 ff ff 48 8b    35 8b df 06 00 48 8b 3d cc e0 06 00 31 d2 e8 5d  | .L...gb...g...H.5....H.=....1..] | 
| 3ef80 |  46 fd ff 48 89 44 24 10 48 89 84 24 a0 00 00 00    48 85 c0 0f 84 fa 1f 00 00 48 8b 7c 24 10 e8 2d  | F..H.D$.H..$....H........H.|$..- | 
| 3efa0 |  59 fd ff 48 8b bc 24 a0 00 00 00 48 8b 07 85 c0    78 0d 48 83 e8 01 48 89 07 0f 84 55 20 00 00 4c  | Y..H..$....H....x.H...H....U...L | 
| 3efc0 |  8b 64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48    c7 44 24 20 00 00 00 00 ba c8 03 00 00 45 31 ff  | .d$(H.l$`E1.E1.H.D$..........E1. | 
| 3efe0 |  31 db 48 c7 84 24 a0 00 00 00 00 00 00 00 41 bb    de 34 00 00 45 31 ed 48 8b bc 24 90 00 00 00 48  | 1.H..$........A..4..E1.H..$....H | 
| 3f000 |  c7 44 24 48 00 00 00 00 48 c7 44 24 40 00 00 00    00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00  | .D$H....H.D$@....H.D$8....H.D$0. | 
| 3f020 |  00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24    50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7  | ...H.D$X....H.D$P....H.D$.....H. | 
| 3f040 |  44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00    e9 e3 8c ff ff 4c 89 cf e8 73 61 fc ff e9 c6 f9  | D$.....H.D$(.........L...sa..... | 
| 3f060 |  ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60    45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31  | ..H.D$.....H.l$`E1.1.H.D$H....E1 | 
| 3f080 |  d2 41 bb 0e 37 00 00 ba eb 03 00 00 48 c7 44 24    40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7  | .A..7.......H.D$@....H.D$8....H. | 
| 3f0a0 |  44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00    48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00  | D$0....H.D$X....H.D$P....H.D$... | 
| 3f0c0 |  00 00 e9 a3 8c ff ff 48 8b 35 52 de 06 00 48 8b    3d 73 df 06 00 31 d2 e8 04 45 fd ff 48 89 84 24  | .......H.5R...H.=s...1...E..H..$ | 
| 3f0e0 |  90 00 00 00 49 89 c5 48 85 c0 0f 84 42 1f 00 00    48 89 c7 e8 d8 57 fd ff 48 8b bc 24 90 00 00 00  | ....I..H....B...H....W..H..$.... | 
| 3f100 |  48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84    14 1f 00 00 48 8b 6c 24 60 41 bb fc 36 00 00 ba  | H....x.H...H........H.l$`A..6... | 
| 3f120 |  e9 03 00 00 48 c7 84 24 90 00 00 00 00 00 00 00    48 c7 44 24 20 00 00 00 00 45 31 c9 45 31 d2 31  | ....H..$........H.D$.....E1.E1.1 | 
| 3f140 |  db 48 c7 44 24 48 00 00 00 00 45 31 ed 48 c7 44    24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48  | .H.D$H....E1.H.D$@....H.D$8....H | 
| 3f160 |  c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00    00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00  | .D$0....H.D$X....H.D$P....H.D$.. | 
| 3f180 |  00 00 00 e9 e2 8b ff ff 4c 89 4c 24 18 e8 3e 60    fc ff 4c 8b 4c 24 18 e9 19 d5 ff ff 4c 89 ef 48  | ........L.L$..>`..L.L$......L..H | 
| 3f1a0 |  8b 6c 24 60 41 bb 0f 37 00 00 31 db 48 c7 44 24    20 00 00 00 00 45 31 c9 45 31 d2 ba eb 03 00 00  | .l$`A..7..1.H.D$.....E1.E1...... | 
| 3f1c0 |  48 c7 44 24 48 00 00 00 00 45 31 ff 45 31 ed 48    c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00  | H.D$H....E1.E1.H.D$@....H.D$8... | 
| 3f1e0 |  00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00    00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24  | .H.D$0....H.D$X....H.D$P....H.D$ | 
| 3f200 |  18 00 00 00 00 e9 2e 8b ff ff e8 c1 5f fc ff 4c    8b 84 24 90 00 00 00 e9 78 b6 ff ff 48 c7 44 24  | ............_..L..$.....x...H.D$ | 
| 3f220 |  20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48    c7 44 24 48 00 00 00 00 45 31 d2 48 8b bc 24 90  | .....H.l$`E1.1.H.D$H....E1.H..$. | 
| 3f240 |  00 00 00 45 31 ff 48 c7 44 24 40 00 00 00 00 45    31 ed 41 bb 7c 33 00 00 ba b7 03 00 00 48 c7 44  | ...E1.H.D$@....E1.A.|3.......H.D | 
| 3f260 |  24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48    c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00  | $8....H.D$0....H.D$X....H.D$P... | 
| 3f280 |  00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00    00 00 00 48 c7 44 24 28 00 00 00 00 e9 97 8a ff  | .H.D$.....H.D$.....H.D$(........ | 
| 3f2a0 |  ff 4c 89 cf e8 27 5f fc ff e9 87 db ff ff 4c 89    ef e8 1a 5f fc ff e9 a1 b5 ff ff 48 c7 44 24 20  | .L...'_.......L...._.......H.D$. | 
| 3f2c0 |  00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7    44 24 48 00 00 00 00 45 31 d2 48 8b bc 24 90 00  | ....H.l$`E1.1.H.D$H....E1.H..$.. | 
| 3f2e0 |  00 00 45 31 ff 48 c7 44 24 40 00 00 00 00 41 bb    c3 36 00 00 ba e6 03 00 00 48 c7 44 24 38 00 00  | ..E1.H.D$@....A..6.......H.D$8.. | 
| 3f300 |  00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58    00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44  | ..H.D$0....H.D$X....H.D$P....H.D | 
| 3f320 |  24 18 00 00 00 00 e9 0d 8a ff ff 31 ed 66 0f ef    c0 b8 01 00 00 00 66 41 0f 2e 47 10 40 0f 9a c5  | $..........1.f........fA..G.@... | 
| 3f340 |  0f 45 e8 e9 f1 a6 ff ff 48 c7 44 24 20 00 00 00    00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48  | .E......H.D$.....H.l$`E1.1.H.D$H | 
| 3f360 |  00 00 00 00 45 31 d2 48 8b bc 24 90 00 00 00 45    31 ff 48 c7 44 24 40 00 00 00 00 45 31 ed 41 bb  | ....E1.H..$....E1.H.D$@....E1.A. | 
| 3f380 |  1d 33 00 00 ba b2 03 00 00 48 c7 44 24 38 00 00    00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58  | .3.......H.D$8....H.D$0....H.D$X | 
| 3f3a0 |  00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44    24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48  | ....H.D$P....H.D$.....H.D$.....H | 
| 3f3c0 |  c7 44 24 28 00 00 00 00 48 c7 44 24 08 00 00 00    00 e9 62 89 ff ff 4c 89 d7 e8 f2 5d fc ff 4d 89  | .D$(....H.D$......b...L....]..M. | 
| 3f3e0 |  fa ba 02 00 00 00 48 8d b4 24 e0 00 00 00 e9 d9    84 ff ff 48 c7 44 24 20 00 00 00 00 45 31 d2 48  | ......H..$.........H.D$.....E1.H | 
| 3f400 |  8b bc 24 90 00 00 00 45 31 ff 48 c7 44 24 48 00    00 00 00 48 8b 6c 24 60 41 bb 7a 36 00 00 ba e1  | ..$....E1.H.D$H....H.l$`A.z6.... | 
| 3f420 |  03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24    38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7  | ...H.D$@....H.D$8....H.D$0....H. | 
| 3f440 |  44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00    e9 e3 88 ff ff 48 c7 44 24 20 00 00 00 00 45 31  | D$X....H.D$P.........H.D$.....E1 | 
| 3f460 |  c9 45 31 d2 48 8b bc 24 90 00 00 00 48 c7 44 24    48 00 00 00 00 48 8b 6c 24 60 45 31 ff 41 bb 98  | .E1.H..$....H.D$H....H.l$`E1.A.. | 
| 3f480 |  36 00 00 48 c7 44 24 40 00 00 00 00 ba e4 03 00    00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00  | 6..H.D$@.........H.D$8....H.D$0. | 
| 3f4a0 |  00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24    50 00 00 00 00 e9 7e 88 ff ff 4c 89 cf e8 0e 5d  | ...H.D$X....H.D$P.....~...L....] | 
| 3f4c0 |  fc ff e9 be dc ff ff e8 04 5d fc ff 48 8b 84 24    a0 00 00 00 48 89 44 24 68 e9 cd dd ff ff 48 8b  | .........]..H..$....H.D$h.....H. | 
| 3f4e0 |  7c 24 10 e8 e8 5c fc ff e9 7a dd ff ff 48 c7 44    24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db  | |$...\...z...H.D$.....H.l$`E1.1. | 
| 3f500 |  48 c7 44 24 48 00 00 00 00 45 31 ff 48 8b bc 24    90 00 00 00 45 31 ed 48 c7 44 24 40 00 00 00 00  | H.D$H....E1.H..$....E1.H.D$@.... | 
| 3f520 |  41 bb fe 33 00 00 ba be 03 00 00 48 c7 44 24 38    00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44  | A..3.......H.D$8....H.D$0....H.D | 
| 3f540 |  24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48    c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00  | $X....H.D$P....H.D$.....H.D$.... | 
| 3f560 |  00 48 c7 44 24 28 00 00 00 00 e9 c9 87 ff ff 48    c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9  | .H.D$(.........H.D$.....H.l$`E1. | 
| 3f580 |  31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 48 8b    bc 24 90 00 00 00 45 31 ff 48 c7 44 24 40 00 00  | 1.H.D$H....E1.H..$....E1.H.D$@.. | 
| 3f5a0 |  00 00 45 31 ed 41 bb fc 33 00 00 ba be 03 00 00    48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00  | ..E1.A..3.......H.D$8....H.D$0.. | 
| 3f5c0 |  00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50    00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44  | ..H.D$X....H.D$P....H.D$.....H.D | 
| 3f5e0 |  24 10 00 00 00 00 e9 4d 87 ff ff 48 8b 35 36 d9    06 00 48 8b 3d 4f da 06 00 31 d2 e8 e0 3f fd ff  | $......M...H.56...H.=O...1...?.. | 
| 3f600 |  48 89 84 24 90 00 00 00 49 89 c5 48 85 c0 0f 84    b6 26 00 00 48 89 c7 e8 b4 52 fd ff 48 8b bc 24  | H..$....I..H.....&..H....R..H..$ | 
| 3f620 |  90 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48    89 07 0f 84 a5 1f 00 00 48 8b 6c 24 60 41 bb 1e  | ....H....x.H...H........H.l$`A.. | 
| 3f640 |  37 00 00 ba ec 03 00 00 48 c7 84 24 90 00 00 00    00 00 00 00 e9 d7 fa ff ff 48 c7 44 24 20 00 00  | 7.......H..$.............H.D$... | 
| 3f660 |  00 00 48 8b 6c 24 60 45 31 d2 41 bb 75 36 00 00    48 c7 44 24 48 00 00 00 00 ba e1 03 00 00 48 c7  | ..H.l$`E1.A.u6..H.D$H.........H. | 
| 3f680 |  44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00    48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00  | D$@....H.D$8....H.D$0....H.D$X.. | 
| 3f6a0 |  00 00 48 c7 44 24 50 00 00 00 00 e9 ba 86 ff ff    48 8b 84 24 90 00 00 00 48 8d b4 24 e0 00 00 00  | ..H.D$P.........H..$....H..$.... | 
| 3f6c0 |  ba 02 00 00 00 e9 c0 a2 ff ff 4c 8b 64 24 28 48    8b 6c 24 60 45 31 d2 45 31 ff 48 c7 44 24 20 00  | ..........L.d$(H.l$`E1.E1.H.D$.. | 
| 3f6e0 |  00 00 00 31 db 48 8b bc 24 90 00 00 00 45 31 ed    48 c7 44 24 48 00 00 00 00 41 bb fb 34 00 00 ba  | ...1.H..$....E1.H.D$H....A..4... | 
| 3f700 |  ca 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44    24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48  | ....H.D$@....H.D$8....H.D$0....H | 
| 3f720 |  c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00    00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 28 00  | .D$X....H.D$P....H.D$.....H.D$(. | 
| 3f740 |  00 00 00 e9 f0 85 ff ff 4c 8b 64 24 28 48 8b 6c    24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00  | ........L.d$(H.l$`E1.E1.H.D$.... | 
| 3f760 |  00 45 31 ff 48 8b bc 24 90 00 00 00 31 db 48 c7    44 24 48 00 00 00 00 45 31 ed 41 bb fe 34 00 00  | .E1.H..$....1.H.D$H....E1.A..4.. | 
| 3f780 |  ba ca 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7    44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00  | .....H.D$@....H.D$8....H.D$0.... | 
| 3f7a0 |  48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00    00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 28  | H.D$X....H.D$P....H.D$.....H.D$( | 
| 3f7c0 |  00 00 00 00 e9 6f 85 ff ff 8b 03 83 c0 01 0f 84    05 22 00 00 89 03 48 8b 6c 24 60 49 89 df 48 c7  | .....o..........."....H.l$`I..H. | 
| 3f7e0 |  44 24 20 00 00 00 00 e9 0b 86 ff ff 48 c7 44 24    20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48  | D$..........H.D$.....H.l$`E1.1.H | 
| 3f800 |  c7 44 24 48 00 00 00 00 45 31 ed 48 8b bc 24 90    00 00 00 41 bb 01 34 00 00 48 c7 44 24 40 00 00  | .D$H....E1.H..$....A..4..H.D$@.. | 
| 3f820 |  00 00 ba be 03 00 00 48 c7 44 24 38 00 00 00 00    48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00  | .......H.D$8....H.D$0....H.D$X.. | 
| 3f840 |  00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18    00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44  | ..H.D$P....H.D$.....H.D$.....H.D | 
| 3f860 |  24 28 00 00 00 00 e9 cd 84 ff ff 48 8b 44 24 08    45 0f b6 ed 48 8b 00 85 c0 0f 88 ea 23 00 00 48  | $(.........H.D$.E...H.......#..H | 
| 3f880 |  8b 4c 24 08 48 83 e8 01 48 89 01 0f 85 d8 23 00    00 48 8b 7c 24 08 e8 35 59 fc ff e9 0c ec ff ff  | .L$.H...H.....#..H.|$..5Y....... | 
| 3f8a0 |  4c 89 4c 24 20 e8 26 59 fc ff 4c 8b 4c 24 20 e9    96 99 ff ff 4c 89 4c 24 20 e8 12 59 fc ff 4c 8b  | L.L$..&Y..L.L$......L.L$...Y..L. | 
| 3f8c0 |  4c 24 20 e9 aa 99 ff ff e8 03 59 fc ff 48 8b 74    24 70 ba 02 00 00 00 4c 8b 9c 24 98 00 00 00 e9  | L$........Y..H.t$p.....L..$..... | 
| 3f8e0 |  3c d9 ff ff 48 8b 74 24 70 ba 02 00 00 00 e9 2d    d9 ff ff e8 d8 58 fc ff e9 8b dc ff ff 48 c7 44  | <...H.t$p......-.....X.......H.D | 
| 3f900 |  24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db    48 c7 44 24 48 00 00 00 00 45 31 ff 48 8b bc 24  | $.....H.l$`E1.1.H.D$H....E1.H..$ | 
| 3f920 |  90 00 00 00 45 31 ed 48 c7 44 24 40 00 00 00 00    41 bb 16 34 00 00 ba be 03 00 00 48 c7 44 24 38  | ....E1.H.D$@....A..4.......H.D$8 | 
| 3f940 |  00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44    24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48  | ....H.D$0....H.D$X....H.D$P....H | 
| 3f960 |  c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00    00 e9 c2 83 ff ff 48 8b 44 24 08 45 31 ed 66 0f  | .D$.....H.D$..........H.D$.E1.f. | 
| 3f980 |  ef c0 66 0f 2e 40 10 b8 01 00 00 00 41 0f 9a c5    44 0f 45 e8 e9 fa a5 ff ff 48 c7 44 24 20 00 00  | ..f..@......A...D.E......H.D$... | 
| 3f9a0 |  00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24    48 00 00 00 00 45 31 d2 45 31 ff 48 8b bc 24 90  | ..H.l$`E1.1.H.D$H....E1.E1.H..$. | 
| 3f9c0 |  00 00 00 48 c7 44 24 40 00 00 00 00 41 bb 1a 34    00 00 45 31 ed ba be 03 00 00 48 c7 44 24 38 00  | ...H.D$@....A..4..E1......H.D$8. | 
| 3f9e0 |  00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24    58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7  | ...H.D$0....H.D$X....H.D$P....H. | 
| 3fa00 |  44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00    48 c7 44 24 28 00 00 00 00 e9 1a 83 ff ff 48 8b  | D$.....H.D$.....H.D$(.........H. | 
| 3fa20 |  35 e3 d4 06 00 48 8b 3d 1c d6 06 00 31 d2 e8 ad    3b fd ff 48 89 44 24 10 48 89 84 24 a0 00 00 00  | 5....H.=....1...;..H.D$.H..$.... | 
| 3fa40 |  48 85 c0 0f 84 9f 2c 00 00 48 8b 7c 24 10 e8 7d    4e fd ff 48 8b bc 24 a0 00 00 00 48 8b 07 85 c0  | H.....,..H.|$..}N..H..$....H.... | 
| 3fa60 |  78 0d 48 83 e8 01 48 89 07 0f 84 55 1b 00 00 4c    8b 64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48  | x.H...H....U...L.d$(H.l$`E1.E1.H | 
| 3fa80 |  c7 44 24 20 00 00 00 00 ba cb 03 00 00 45 31 ff    31 db 48 c7 84 24 a0 00 00 00 00 00 00 00 41 bb  | .D$..........E1.1.H..$........A. | 
| 3faa0 |  26 35 00 00 45 31 ed 48 8b bc 24 90 00 00 00 48    c7 44 24 48 00 00 00 00 48 c7 44 24 40 00 00 00  | &5..E1.H..$....H.D$H....H.D$@... | 
| 3fac0 |  00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00    00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24  | .H.D$8....H.D$0....H.D$X....H.D$ | 
| 3fae0 |  50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7    44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00  | P....H.D$.....H.D$.....H.D$(.... | 
| 3fb00 |  e9 33 82 ff ff 48 c7 44 24 20 00 00 00 00 48 8b    6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00  | .3...H.D$.....H.l$`E1.1.H.D$H... | 
| 3fb20 |  00 45 31 d2 48 8b bc 24 90 00 00 00 45 31 ed 48    c7 44 24 40 00 00 00 00 41 bb fb 32 00 00 ba b1  | .E1.H..$....E1.H.D$@....A..2.... | 
| 3fb40 |  03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24    30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7  | ...H.D$8....H.D$0....H.D$X....H. | 
| 3fb60 |  44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00    48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00  | D$P....H.D$.....H.D$.....H.D$(.. | 
| 3fb80 |  00 00 48 c7 44 24 08 00 00 00 00 e9 a8 81 ff ff    49 8b 42 18 48 89 84 24 90 00 00 00 48 85 c0 0f  | ..H.D$..........I.B.H..$....H... | 
| 3fba0 |  84 81 c4 ff ff 8b 10 4d 8b 6a 10 83 c2 01 74 02    89 10 41 8b 45 00 83 c0 01 74 04 41 89 45 00 49  | .......M.j....t...A.E....t.A.E.I | 
| 3fbc0 |  8b 02 85 c0 78 0d 48 83 e8 01 49 89 02 0f 84 f8    15 00 00 48 8b 84 24 90 00 00 00 4c 8b bc 24 98  | ....x.H...I........H..$....L..$. | 
| 3fbe0 |  00 00 00 4d 89 ea 31 d2 41 b9 03 00 00 00 e9 33    c4 ff ff e8 d8 55 fc ff e9 1a d7 ff ff 4c 8b 64  | ...M..1.A......3.....U.......L.d | 
| 3fc00 |  24 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44    24 20 00 00 00 00 ba ca 03 00 00 45 31 ff 31 db  | $(H.l$`E1.E1.H.D$..........E1.1. | 
| 3fc20 |  48 c7 44 24 48 00 00 00 00 41 bb 17 35 00 00 45    31 ed 48 8b bc 24 90 00 00 00 48 c7 44 24 40 00  | H.D$H....A..5..E1.H..$....H.D$@. | 
| 3fc40 |  00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24    30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7  | ...H.D$8....H.D$0....H.D$X....H. | 
| 3fc60 |  44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00    48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00  | D$P....H.D$.....H.D$.....H.D$(.. | 
| 3fc80 |  00 00 e9 b1 80 ff ff e8 44 55 fc ff e9 b1 de ff    ff 48 8b 84 24 98 00 00 00 31 c9 ba 02 00 00 00  | ........DU.......H..$....1...... | 
| 3fca0 |  e9 27 a2 ff ff 4c 89 cf e8 23 55 fc ff e9 41 db    ff ff 48 8b 84 24 90 00 00 00 48 8d b4 24 e0 00  | .'...L...#U...A...H..$....H..$.. | 
| 3fcc0 |  00 00 ba 02 00 00 00 e9 f3 7c ff ff 4c 89 4c 24    20 e8 fa 54 fc ff 4c 8b 4c 24 20 e9 42 95 ff ff  | .........|..L.L$...T..L.L$..B... | 
| 3fce0 |  4c 8b 64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2    48 c7 44 24 20 00 00 00 00 45 31 ff 48 8b bc 24  | L.d$(H.l$`E1.E1.H.D$.....E1.H..$ | 
| 3fd00 |  90 00 00 00 31 db 48 c7 44 24 48 00 00 00 00 45    31 ed 41 bb 13 35 00 00 ba ca 03 00 00 48 c7 44  | ....1.H.D$H....E1.A..5.......H.D | 
| 3fd20 |  24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48    c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00  | $@....H.D$8....H.D$0....H.D$X... | 
| 3fd40 |  00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00    00 00 00 48 c7 44 24 28 00 00 00 00 e9 d7 7f ff  | .H.D$P....H.D$.....H.D$(........ | 
| 3fd60 |  ff e8 6a 54 fc ff e9 dd ab ff ff 48 c7 44 24 20    00 00 00 00 45 31 d2 48 8b bc 24 90 00 00 00 45  | ..jT.......H.D$.....E1.H..$....E | 
| 3fd80 |  31 ff 48 c7 44 24 48 00 00 00 00 48 8b 6c 24 60    41 bb 7d 36 00 00 ba e1 03 00 00 48 c7 44 24 40  | 1.H.D$H....H.l$`A.}6.......H.D$@ | 
| 3fda0 |  00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44    24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48  | ....H.D$8....H.D$0....H.D$X....H | 
| 3fdc0 |  c7 44 24 50 00 00 00 00 e9 6b 7f ff ff 48 8b 6c    24 60 45 31 c9 45 31 d2 ba 0b 04 00 00 41 bb b6  | .D$P.....k...H.l$`E1.E1......A.. | 
| 3fde0 |  39 00 00 e9 82 7f ff ff 48 89 df 4c 89 44 24 20    e8 db 53 fc ff 4c 8b 44 24 20 e9 b8 97 ff ff e8  | 9.......H..L.D$...S..L.D$....... | 
| 3fe00 |  cc 53 fc ff 4c 8b 84 24 90 00 00 00 e9 86 97 ff    ff e8 ba 53 fc ff 48 8b 8c 24 a0 00 00 00 49 63  | .S..L..$...........S..H..$....Ic | 
| 3fe20 |  c7 48 89 4c 24 68 e9 d6 96 ff ff 4c 8b 67 18 4d    85 e4 0f 84 8c d1 ff ff 41 8b 04 24 48 8b 7f 10  | .H.L$h.....L.g.M........A..$H... | 
| 3fe40 |  83 c0 01 74 04 41 89 04 24 8b 07 83 c0 01 74 02    89 07 4c 8b 84 24 98 00 00 00 48 89 bc 24 98 00  | ...t.A..$.....t...L..$....H..$.. | 
| 3fe60 |  00 00 49 8b 00 85 c0 0f 88 d1 12 00 00 48 83 e8    01 49 89 00 0f 84 b7 12 00 00 48 8b bc 24 98 00  | ..I..........H...I........H..$.. | 
| 3fe80 |  00 00 31 c0 ba 02 00 00 00 e9 36 d1 ff ff 48 c7    44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31  | ..1.......6...H.D$.....H.l$`E1.1 | 
| 3fea0 |  db 48 c7 44 24 48 00 00 00 00 45 31 d2 48 8b bc    24 90 00 00 00 45 31 ff 48 c7 44 24 40 00 00 00  | .H.D$H....E1.H..$....E1.H.D$@... | 
| 3fec0 |  00 41 bb c5 36 00 00 ba e6 03 00 00 48 c7 44 24    38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7  | .A..6.......H.D$8....H.D$0....H. | 
| 3fee0 |  44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00    48 c7 44 24 18 00 00 00 00 e9 3a 7e ff ff 48 c7  | D$X....H.D$P....H.D$......:~..H. | 
| 3ff00 |  44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 d2 31    db 48 c7 44 24 48 00 00 00 00 45 31 ff 48 8b bc  | D$.....H.l$`E1.1.H.D$H....E1.H.. | 
| 3ff20 |  24 90 00 00 00 45 31 ed 48 c7 44 24 40 00 00 00    00 41 bb cd 36 00 00 ba e6 03 00 00 48 c7 44 24  | $....E1.H.D$@....A..6.......H.D$ | 
| 3ff40 |  38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7    44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00  | 8....H.D$0....H.D$X....H.D$P.... | 
| 3ff60 |  48 c7 44 24 18 00 00 00 00 e9 ca 7d ff ff 48 8b    44 24 10 45 0f b6 ed 48 8b 00 85 c0 0f 88 92 ea  | H.D$.......}..H.D$.E...H........ | 
| 3ff80 |  ff ff 48 8b 4c 24 10 48 83 e8 01 48 89 01 0f 85    80 ea ff ff 48 8b 7c 24 10 4c 89 4c 24 38 e8 2d  | ..H.L$.H...H........H.|$.L.L$8.- | 
| 3ffa0 |  52 fc ff 4c 8b 4c 24 38 e9 b9 e9 ff ff e8 1e 52    fc ff e9 2b a9 ff ff 48 c7 44 24 20 00 00 00 00  | R..L.L$8.......R...+...H.D$..... | 
| 3ffc0 |  48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00    00 00 00 45 31 d2 45 31 ff 41 bb 57 37 00 00 48  | H.l$`E1.1.H.D$H....E1.E1.A.W7..H | 
| 3ffe0 |  c7 44 24 40 00 00 00 00 ba ef 03 00 00 48 c7 44    24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48  | .D$@.........H.D$8....H.D$0....H | 
| 40000 |  c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00    00 48 c7 44 24 18 00 00 00 00 e9 19 7d ff ff 48  | .D$X....H.D$P....H.D$.......}..H | 
| 40020 |  c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9    31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 41 bb  | .D$.....H.l$`E1.1.H.D$H....E1.A. | 
| 40040 |  53 37 00 00 ba ef 03 00 00 48 c7 44 24 40 00 00    00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30  | S7.......H.D$@....H.D$8....H.D$0 | 
| 40060 |  00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44    24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 e9  | ....H.D$X....H.D$P....H.D$...... | 
| 40080 |  e6 7c ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c    24 60 45 31 d2 31 db 48 c7 44 24 48 00 00 00 00  | .|..H.D$.....H.l$`E1.1.H.D$H.... | 
| 400a0 |  41 bb d0 36 00 00 ba e6 03 00 00 48 c7 44 24 40    00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44  | A..6.......H.D$@....H.D$8....H.D | 
| 400c0 |  24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48    c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00  | $0....H.D$X....H.D$P....H.D$.... | 
| 400e0 |  00 e9 84 7c ff ff 48 8b 47 18 48 89 84 24 98 00    00 00 48 85 c0 0f 84 fb a6 ff ff 8b 10 48 8b 7f  | ...|..H.G.H..$....H..........H.. | 
| 40100 |  10 83 c2 01 74 02 89 10 8b 07 83 c0 01 74 02 89    07 4c 8b 84 24 a0 00 00 00 48 89 bc 24 a0 00 00  | ....t........t...L..$....H..$... | 
| 40120 |  00 49 8b 00 85 c0 0f 88 76 2a 00 00 48 83 e8 01    49 89 00 0f 84 5c 2a 00 00 48 8b 84 24 98 00 00  | .I......v*..H...I....\*..H..$... | 
| 40140 |  00 48 8b bc 24 a0 00 00 00 31 d2 41 b8 02 00 00    00 e9 a0 a6 ff ff 48 c7 44 24 20 00 00 00 00 48  | .H..$....1.A..........H.D$.....H | 
| 40160 |  8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00    00 00 45 31 d2 48 8b bc 24 90 00 00 00 45 31 ff  | .l$`E1.1.H.D$H....E1.H..$....E1. | 
| 40180 |  48 c7 44 24 40 00 00 00 00 41 bb 3f 37 00 00 ba    ef 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44  | H.D$@....A.?7.......H.D$8....H.D | 
| 401a0 |  24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48    c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00  | $0....H.D$X....H.D$P....H.D$.... | 
| 401c0 |  00 e9 72 7b ff ff 48 8b 8c 24 a0 00 00 00 31 c0    48 89 4c 24 68 e9 27 93 ff ff e8 f1 4f fc ff e9  | ..r{..H..$....1.H.L$h.'.....O... | 
| 401e0 |  0f e1 ff ff 45 0f b6 ed e9 8c c2 ff ff e8 de 4f    fc ff e9 a9 d1 ff ff e8 d4 4f fc ff e9 05 d2 ff  | ....E..........O.........O...... | 
| 40200 |  ff 48 8b 7c 24 10 45 31 ff 31 db 45 31 ed e8 bd    4f fc ff 4c 8b 64 24 28 45 31 c9 45 31 d2 48 c7  | .H.|$.E1.1.E1...O..L.d$(E1.E1.H. | 
| 40220 |  44 24 20 00 00 00 00 48 8b 6c 24 60 41 bb b9 34    00 00 ba c6 03 00 00 48 c7 44 24 48 00 00 00 00  | D$.....H.l$`A..4.......H.D$H.... | 
| 40240 |  48 8b bc 24 90 00 00 00 48 c7 44 24 40 00 00 00    00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00  | H..$....H.D$@....H.D$8....H.D$0. | 
| 40260 |  00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24    50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7  | ...H.D$X....H.D$P....H.D$.....H. | 
| 40280 |  44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00    e9 a3 7a ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45  | D$.....H.D$(......z..L.d$(H.l$`E | 
| 402a0 |  31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00 ba c6    03 00 00 45 31 ff 31 db 48 c7 44 24 48 00 00 00  | 1.E1.H.D$..........E1.1.H.D$H... | 
| 402c0 |  00 41 bb b9 34 00 00 45 31 ed 48 8b bc 24 90 00    00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38  | .A..4..E1.H..$....H.D$@....H.D$8 | 
| 402e0 |  00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44    24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48  | ....H.D$0....H.D$X....H.D$P....H | 
| 40300 |  c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00    00 48 c7 44 24 28 00 00 00 00 e9 19 7a ff ff e8  | .D$.....H.D$.....H.D$(......z... | 
| 40320 |  ac 4e fc ff 48 8b 84 24 a0 00 00 00 48 89 44 24    68 e9 65 df ff ff 4d 89 e8 e9 c7 de ff ff e8 8d  | .N..H..$....H.D$h.e...M......... | 
| 40340 |  4e fc ff bd 01 00 00 00 4c 8b 84 24 90 00 00 00    e9 b0 de ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45  | N.......L..$.........L.d$(H.l$`E | 
| 40360 |  31 d2 45 31 ff 48 c7 44 24 20 00 00 00 00 31 db    48 8b bc 24 90 00 00 00 45 31 ed 48 c7 44 24 48  | 1.E1.H.D$.....1.H..$....E1.H.D$H | 
| 40380 |  00 00 00 00 41 bb 3d 35 00 00 ba cc 03 00 00 48    c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00  | ....A.=5.......H.D$@....H.D$8... | 
| 403a0 |  00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00    00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24  | .H.D$0....H.D$X....H.D$P....H.D$ | 
| 403c0 |  18 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 65    79 ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45 31 d2  | .....H.D$(.....ey..L.d$(H.l$`E1. | 
| 403e0 |  45 31 ff 48 c7 44 24 20 00 00 00 00 31 db 48 8b    bc 24 90 00 00 00 45 31 ed 48 c7 44 24 48 00 00  | E1.H.D$.....1.H..$....E1.H.D$H.. | 
| 40400 |  00 00 41 bb 3a 35 00 00 ba cc 03 00 00 48 c7 44    24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48  | ..A.:5.......H.D$@....H.D$8....H | 
| 40420 |  c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00    00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00  | .D$0....H.D$X....H.D$P....H.D$.. | 
| 40440 |  00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24    28 00 00 00 00 e9 de 78 ff ff 4c 8b 64 24 28 48  | ...H.D$.....H.D$(......x..L.d$(H | 
| 40460 |  8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00    00 00 00 45 31 ff 48 8b bc 24 90 00 00 00 31 db  | .l$`E1.E1.H.D$.....E1.H..$....1. | 
| 40480 |  48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb 38 35    00 00 ba cc 03 00 00 48 c7 44 24 40 00 00 00 00  | H.D$H....E1.A.85.......H.D$@.... | 
| 404a0 |  48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00    00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50  | H.D$8....H.D$0....H.D$X....H.D$P | 
| 404c0 |  00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44    24 28 00 00 00 00 e9 5d 78 ff ff 48 c7 44 24 20  | ....H.D$.....H.D$(.....]x..H.D$. | 
| 404e0 |  00 00 00 00 48 8b 6c 24 60 45 31 d2 31 db 48 c7    44 24 48 00 00 00 00 45 31 ff 48 8b bc 24 90 00  | ....H.l$`E1.1.H.D$H....E1.H..$.. | 
| 40500 |  00 00 45 31 ed 48 c7 44 24 40 00 00 00 00 41 bb    3a 37 00 00 ba ef 03 00 00 48 c7 44 24 38 00 00  | ..E1.H.D$@....A.:7.......H.D$8.. | 
| 40520 |  00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58    00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44  | ..H.D$0....H.D$X....H.D$P....H.D | 
| 40540 |  24 18 00 00 00 00 e9 ed 77 ff ff 48 8b 6c 24 60    ba 0b 04 00 00 45 31 c9 45 31 d2 48 c7 44 24 20  | $.......w..H.l$`.....E1.E1.H.D$. | 
| 40560 |  00 00 00 00 41 bb b8 39 00 00 45 31 ff e9 c6 77    ff ff 4c 89 d7 e8 56 4c fc ff e9 48 bc ff ff 48  | ....A..9..E1...w..L...VL...H...H | 
| 40580 |  c7 44 24 20 00 00 00 00 45 31 c9 48 8b 6c 24 60    45 31 d2 48 c7 44 24 48 00 00 00 00 41 bb 96 36  | .D$.....E1.H.l$`E1.H.D$H....A..6 | 
| 405a0 |  00 00 ba e4 03 00 00 48 c7 44 24 40 00 00 00 00    48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00  | .......H.D$@....H.D$8....H.D$0.. | 
| 405c0 |  00 00 48 c7 44 24 58 00 00 00 00 e9 9a 77 ff ff    48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31  | ..H.D$X......w..H.D$.....H.l$`E1 | 
| 405e0 |  d2 31 db 48 c7 44 24 48 00 00 00 00 45 31 ff 48    8b bc 24 90 00 00 00 41 bb 3c 37 00 00 48 c7 44  | .1.H.D$H....E1.H..$....A.<7..H.D | 
| 40600 |  24 40 00 00 00 00 ba ef 03 00 00 48 c7 44 24 38    00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44  | $@.........H.D$8....H.D$0....H.D | 
| 40620 |  24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48    c7 44 24 18 00 00 00 00 e9 fb 76 ff ff 48 c7 44  | $X....H.D$P....H.D$.......v..H.D | 
| 40640 |  24 20 00 00 00 00 45 31 c9 45 31 d2 48 8b bc 24    90 00 00 00 48 c7 44 24 48 00 00 00 00 48 8b 6c  | $.....E1.E1.H..$....H.D$H....H.l | 
| 40660 |  24 60 45 31 ff 41 bb 8c 36 00 00 48 c7 44 24 40    00 00 00 00 ba e4 03 00 00 48 c7 44 24 38 00 00  | $`E1.A..6..H.D$@.........H.D$8.. | 
| 40680 |  00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58    00 00 00 00 e9 9f 76 ff ff 4c 89 cf e8 2f 4b fc  | ..H.D$0....H.D$X......v..L.../K. | 
| 406a0 |  ff e9 1b 8c ff ff 48 c7 44 24 20 00 00 00 00 45    31 d2 45 31 ff 48 8b bc 24 90 00 00 00 48 c7 44  | ......H.D$.....E1.E1.H..$....H.D | 
| 406c0 |  24 48 00 00 00 00 48 8b 6c 24 60 41 bb a8 36 00    00 ba e4 03 00 00 48 c7 44 24 40 00 00 00 00 48  | $H....H.l$`A..6.......H.D$@....H | 
| 406e0 |  c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00    00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00  | .D$8....H.D$0....H.D$X....H.D$P. | 
| 40700 |  00 00 00 e9 30 76 ff ff 4c 8b 64 24 28 48 8b 6c    24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00  | ....0v..L.d$(H.l$`E1.E1.H.D$.... | 
| 40720 |  00 45 31 ff 48 8b bc 24 90 00 00 00 31 db 48 c7    44 24 48 00 00 00 00 45 31 ed 41 bb 54 35 00 00  | .E1.H..$....1.H.D$H....E1.A.T5.. | 
| 40740 |  ba cc 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7    44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00  | .....H.D$@....H.D$8....H.D$0.... | 
| 40760 |  48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00    00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 28  | H.D$X....H.D$P....H.D$.....H.D$( | 
| 40780 |  00 00 00 00 e9 af 75 ff ff 48 8d b4 24 e8 00 00    00 ba 01 00 00 00 45 31 e4 e9 82 ca ff ff 4c 8b  | ......u..H..$.........E1......L. | 
| 407a0 |  64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7    44 24 20 00 00 00 00 45 31 ff 48 8b bc 24 90 00  | d$(H.l$`E1.E1.H.D$.....E1.H..$.. | 
| 407c0 |  00 00 31 db 48 c7 44 24 48 00 00 00 00 45 31 ed    41 bb 40 35 00 00 ba cc 03 00 00 48 c7 44 24 40  | ..1.H.D$H....E1.A.@5.......H.D$@ | 
| 407e0 |  00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44    24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48  | ....H.D$8....H.D$0....H.D$X....H | 
| 40800 |  c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00    00 48 c7 44 24 28 00 00 00 00 e9 19 75 ff ff 48  | .D$P....H.D$.....H.D$(......u..H | 
| 40820 |  c7 44 24 20 00 00 00 00 45 31 c9 45 31 d2 48 8b    bc 24 90 00 00 00 48 c7 44 24 48 00 00 00 00 48  | .D$.....E1.E1.H..$....H.D$H....H | 
| 40840 |  8b 6c 24 60 45 31 ff 41 bb 91 36 00 00 48 c7 44    24 40 00 00 00 00 ba e4 03 00 00 48 c7 44 24 38  | .l$`E1.A..6..H.D$@.........H.D$8 | 
| 40860 |  00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44    24 58 00 00 00 00 e9 bd 74 ff ff 48 c7 44 24 20  | ....H.D$0....H.D$X......t..H.D$. | 
| 40880 |  00 00 00 00 45 31 c9 45 31 d2 48 8b bc 24 90 00    00 00 48 c7 44 24 48 00 00 00 00 48 8b 6c 24 60  | ....E1.E1.H..$....H.D$H....H.l$` | 
| 408a0 |  45 31 ff 41 bb 8e 36 00 00 48 c7 44 24 40 00 00    00 00 ba e4 03 00 00 48 c7 44 24 38 00 00 00 00  | E1.A..6..H.D$@.........H.D$8.... | 
| 408c0 |  48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00    00 00 e9 61 74 ff ff 89 54 24 18 e8 f0 48 fc ff  | H.D$0....H.D$X.....at...T$...H.. | 
| 408e0 |  4c 8b 84 24 90 00 00 00 48 63 54 24 18 e9 13 a1    ff ff e8 d9 48 fc ff 48 8b 84 24 a0 00 00 00 48  | L..$....HcT$........H..H..$....H | 
| 40900 |  89 44 24 68 e9 78 a1 ff ff 4c 89 e7 e8 bf 48 fc    ff e9 92 a1 ff ff e8 b5 48 fc ff e9 f3 a1 ff ff  | .D$h.x...L....H.........H....... | 
| 40920 |  0f b6 e8 e9 dd a4 ff ff 48 c7 44 24 20 00 00 00    00 4c 8b 64 24 68 45 31 c9 31 db 48 c7 44 24 48  | ........H.D$.....L.d$hE1.1.H.D$H | 
| 40940 |  00 00 00 00 48 8b 6c 24 60 45 31 d2 41 bb a8 37    00 00 48 c7 44 24 40 00 00 00 00 ba f3 03 00 00  | ....H.l$`E1.A..7..H.D$@......... | 
| 40960 |  48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00    00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50  | H.D$8....H.D$0....H.D$X....H.D$P | 
| 40980 |  00 00 00 00 48 c7 44 24 18 00 00 00 00 e9 d8 73    ff ff 48 c7 44 24 20 00 00 00 00 4c 8b 64 24 68  | ....H.D$.......s..H.D$.....L.d$h | 
| 409a0 |  45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31    d2 48 8b bc 24 90 00 00 00 45 31 ff 48 c7 44 24  | E1.1.H.D$H....E1.H..$....E1.H.D$ | 
| 409c0 |  40 00 00 00 00 48 8b 6c 24 60 41 bb a6 37 00 00    ba f3 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7  | @....H.l$`A..7.......H.D$8....H. | 
| 409e0 |  44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00    48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00  | D$0....H.D$X....H.D$P....H.D$... | 
| 40a00 |  00 00 e9 31 73 ff ff 48 c7 44 24 20 00 00 00 00    4c 8b 64 24 68 45 31 c9 31 db 48 c7 44 24 48 00  | ...1s..H.D$.....L.d$hE1.1.H.D$H. | 
| 40a20 |  00 00 00 45 31 d2 48 8b bc 24 90 00 00 00 45 31    ff 48 c7 44 24 40 00 00 00 00 48 8b 6c 24 60 41  | ...E1.H..$....E1.H.D$@....H.l$`A | 
| 40a40 |  bb ab 37 00 00 ba f3 03 00 00 48 c7 44 24 38 00    00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24  | ..7.......H.D$8....H.D$0....H.D$ | 
| 40a60 |  58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7    44 24 18 00 00 00 00 e9 bc 72 ff ff 4c 89 4c 24  | X....H.D$P....H.D$.......r..L.L$ | 
| 40a80 |  18 e8 4a 47 fc ff 4c 8b 4c 24 18 e9 5b a1 ff ff    48 c7 44 24 20 00 00 00 00 4c 8b 64 24 68 31 db  | ..JG..L.L$..[...H.D$.....L.d$h1. | 
| 40aa0 |  41 bb b2 37 00 00 48 c7 44 24 48 00 00 00 00 45    31 d2 45 31 ff 48 8b bc 24 90 00 00 00 48 c7 44  | A..7..H.D$H....E1.E1.H..$....H.D | 
| 40ac0 |  24 40 00 00 00 00 48 8b 6c 24 60 45 31 ed ba f3    03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24  | $@....H.l$`E1......H.D$8....H.D$ | 
| 40ae0 |  30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7    44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00  | 0....H.D$X....H.D$P....H.D$..... | 
| 40b00 |  e9 33 72 ff ff 48 c7 44 24 20 00 00 00 00 4c 8b    64 24 68 45 31 d2 45 31 ff 48 c7 44 24 48 00 00  | .3r..H.D$.....L.d$hE1.E1.H.D$H.. | 
| 40b20 |  00 00 48 8b 6c 24 60 31 db 45 31 ed 48 c7 44 24    40 00 00 00 00 41 bb b0 37 00 00 48 8b bc 24 90  | ..H.l$`1.E1.H.D$@....A..7..H..$. | 
| 40b40 |  00 00 00 ba f3 03 00 00 48 c7 44 24 38 00 00 00    00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00  | ........H.D$8....H.D$0....H.D$X. | 
| 40b60 |  00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24    18 00 00 00 00 e9 be 71 ff ff 4c 89 4c 24 18 e8  | ...H.D$P....H.D$.......q..L.L$.. | 
| 40b80 |  4c 46 fc ff 4c 8b 4c 24 18 e9 85 a0 ff ff 31 d2    31 ed 4d 89 e8 e9 6b 9e ff ff 48 c7 44 24 20 00  | LF..L.L$......1.1.M...k...H.D$.. | 
| 40ba0 |  00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44    24 48 00 00 00 00 45 31 d2 41 bb 84 37 00 00 ba  | ...H.l$`E1.1.H.D$H....E1.A..7... | 
| 40bc0 |  f2 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44    24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48  | ....H.D$@....H.D$8....H.D$0....H | 
| 40be0 |  c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00    00 48 c7 44 24 18 00 00 00 00 e9 6b 71 ff ff 31  | .D$X....H.D$P....H.D$......kq..1 | 
| 40c00 |  d2 4d 89 e8 e9 fc 9d ff ff 48 c7 44 24 20 00 00    00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24  | .M.......H.D$.....H.l$`E1.1.H.D$ | 
| 40c20 |  48 00 00 00 00 45 31 d2 45 31 ff 41 bb 98 37 00    00 48 c7 44 24 40 00 00 00 00 ba f2 03 00 00 48  | H....E1.E1.A..7..H.D$@.........H | 
| 40c40 |  c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00    00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00  | .D$8....H.D$0....H.D$X....H.D$P. | 
| 40c60 |  00 00 00 48 c7 44 24 18 00 00 00 00 e9 c7 70 ff    ff e8 5a 45 fc ff e9 e1 a2 ff ff 4c 89 cf e8 4d  | ...H.D$.......p...ZE.......L...M | 
| 40c80 |  45 fc ff e9 ab 9f ff ff 4d 89 e9 45 31 e4 e9 3c    a0 ff ff 4c 89 cf e8 35 45 fc ff e9 ba a0 ff ff  | E.......M..E1..<...L...5E....... | 
| 40ca0 |  4c 89 ef 4c 89 4c 24 18 e8 23 45 fc ff 4c 8b 4c    24 18 e9 18 a0 ff ff 41 bc 01 00 00 00 e9 0d a0  | L..L.L$..#E..L.L$......A........ | 
| 40cc0 |  ff ff e8 09 45 fc ff e9 55 a1 ff ff 45 0f b6 ff    e9 43 a3 ff ff e8 f6 44 fc ff e9 be 89 ff ff 48  | ....E...U...E....C.....D.......H | 
| 40ce0 |  c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9    31 db 48 c7 44 24 48 00 00 00 00 45 31 ff 48 8b  | .D$.....H.l$`E1.1.H.D$H....E1.H. | 
| 40d00 |  bc 24 90 00 00 00 45 31 ed 48 c7 44 24 40 00 00    00 00 41 bb 25 34 00 00 ba bf 03 00 00 48 c7 44  | .$....E1.H.D$@....A.%4.......H.D | 
| 40d20 |  24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48    c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00  | $8....H.D$0....H.D$X....H.D$P... | 
| 40d40 |  00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00    00 00 00 48 c7 44 24 28 00 00 00 00 e9 d7 6f ff  | .H.D$.....H.D$.....H.D$(......o. | 
| 40d60 |  ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45    31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 ff  | .H.D$.....H.l$`E1.1.H.D$H....E1. | 
| 40d80 |  48 8b bc 24 90 00 00 00 45 31 ed 48 c7 44 24 40    00 00 00 00 41 bb 27 34 00 00 ba bf 03 00 00 48  | H..$....E1.H.D$@....A.'4.......H | 
| 40da0 |  c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00    00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00  | .D$8....H.D$0....H.D$X....H.D$P. | 
| 40dc0 |  00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24    10 00 00 00 00 e9 5e 6f ff ff 4c 89 4c 24 10 e8  | ...H.D$.....H.D$......^o..L.L$.. | 
| 40de0 |  ec 43 fc ff 4c 8b 4c 24 10 e9 32 b4 ff ff 48 c7    44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 d2 31  | .C..L.L$..2...H.D$.....H.l$`E1.1 | 
| 40e00 |  db 48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb 2f    34 00 00 ba bf 03 00 00 48 c7 44 24 40 00 00 00  | .H.D$H....E1.A./4.......H.D$@... | 
| 40e20 |  00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00    00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24  | .H.D$8....H.D$0....H.D$X....H.D$ | 
| 40e40 |  50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7    44 24 10 00 00 00 00 e9 0e 6f ff ff e8 6f 43 fc  | P....H.D$.....H.D$.......o...oC. | 
| 40e60 |  ff 4c 8b 54 24 10 e9 6c b4 ff ff 48 c7 44 24 20    00 00 00 00 48 8b 6c 24 60 45 31 d2 31 db 48 c7  | .L.T$..l...H.D$.....H.l$`E1.1.H. | 
| 40e80 |  44 24 48 00 00 00 00 45 31 ff 45 31 ed 41 bb 2c    34 00 00 48 c7 44 24 40 00 00 00 00 ba bf 03 00  | D$H....E1.E1.A.,4..H.D$@........ | 
| 40ea0 |  00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00    00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24  | .H.D$8....H.D$0....H.D$X....H.D$ | 
| 40ec0 |  50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7    44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00  | P....H.D$.....H.D$.....H.D$(.... | 
| 40ee0 |  e9 53 6e ff ff 48 c7 44 24 20 00 00 00 00 48 8b    6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00  | .Sn..H.D$.....H.l$`E1.1.H.D$H... | 
| 40f00 |  00 45 31 d2 45 31 ed 41 bb 2a 34 00 00 48 c7 44    24 40 00 00 00 00 ba bf 03 00 00 48 c7 44 24 38  | .E1.E1.A.*4..H.D$@.........H.D$8 | 
| 40f20 |  00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44    24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48  | ....H.D$0....H.D$X....H.D$P....H | 
| 40f40 |  c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00    00 e9 14 6e ff ff 4c 89 ef 4c 89 54 24 10 e8 6d  | .D$.....H.D$.......n..L..L.T$..m | 
| 40f60 |  42 fc ff 4c 8b 54 24 10 e9 95 b3 ff ff 4c 89 d7    e8 5b 42 fc ff e9 c3 b3 ff ff 48 8b 7c 24 28 e8  | B..L.T$......L...[B.......H.|$(. | 
| 40f80 |  4c 42 fc ff e9 2e b4 ff ff e8 42 42 fc ff e9 56    b4 ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45 31 c9  | LB........BB...V...L.d$(H.l$`E1. | 
| 40fa0 |  45 31 d2 48 c7 44 24 20 00 00 00 00 45 31 ff 48    8b bc 24 90 00 00 00 31 db 48 c7 44 24 48 00 00  | E1.H.D$.....E1.H..$....1.H.D$H.. | 
| 40fc0 |  00 00 45 31 ed 41 bb da 34 00 00 ba c8 03 00 00    48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00  | ..E1.A..4.......H.D$@....H.D$8.. | 
| 40fe0 |  00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58    00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44  | ..H.D$0....H.D$X....H.D$P....H.D | 
| 41000 |  24 18 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9    24 6d ff ff e8 b7 41 fc ff e9 a1 df ff ff e8 ed  | $.....H.D$(.....$m....A......... | 
| 41020 |  44 fc ff e9 10 d3 ff ff e8 a3 41 fc ff e9 e2 e0    ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60  | D.........A.......H.D$.....H.l$` | 
| 41040 |  45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31    d2 41 bb f8 36 00 00 ba e9 03 00 00 48 c7 44 24  | E1.1.H.D$H....E1.A..6.......H.D$ | 
| 41060 |  40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | @....H.D$8....H.D$0....H.D$X.... | 
| 41080 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 e9 d3 6c ff ff 48 8b 6c 24 60 45 31 c9 45  | H.D$P....H.D$.......l..H.l$`E1.E | 
| 410a0 |  31 d2 ba 08 04 00 00 41 bb 9f 39 00 00 e9 b8 6c    ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60  | 1......A..9....l..H.D$.....H.l$` | 
| 410c0 |  45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31    d2 41 bb 5f 39 00 00 ba 03 04 00 00 48 c7 44 24  | E1.1.H.D$H....E1.A._9.......H.D$ | 
| 410e0 |  40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | @....H.D$8....H.D$0....H.D$X.... | 
| 41100 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 e9 53 6c ff ff 4c 89 ef e8 b1 40 fc ff e9  | H.D$P....H.D$......Sl..L....@... | 
| 41120 |  0d b4 ff ff 48 89 cf e8 a4 40 fc ff e9 21 b4 ff    ff 4c 89 c7 e8 97 40 fc ff e9 3c ed ff ff 31 c0  | ....H....@...!...L....@...<...1. | 
| 41140 |  ba 02 00 00 00 e9 7a be ff ff 4c 8b 64 24 28 48    8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00  | ......z...L.d$(H.l$`E1.E1.H.D$.. | 
| 41160 |  00 00 00 45 31 ff 48 8b bc 24 90 00 00 00 31 db    48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb 7b 35  | ...E1.H..$....1.H.D$H....E1.A.{5 | 
| 41180 |  00 00 ba ce 03 00 00 48 c7 44 24 40 00 00 00 00    48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00  | .......H.D$@....H.D$8....H.D$0.. | 
| 411a0 |  00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50    00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44  | ..H.D$X....H.D$P....H.D$.....H.D | 
| 411c0 |  24 28 00 00 00 00 e9 6d 6b ff ff 4c 89 d7 e8 fd    3f fc ff e9 fb e9 ff ff 4c 8b 64 24 28 48 8b 6c  | $(.....mk..L....?.......L.d$(H.l | 
| 411e0 |  24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00    00 45 31 ff 48 8b bc 24 90 00 00 00 31 db 48 c7  | $`E1.E1.H.D$.....E1.H..$....1.H. | 
| 41200 |  44 24 48 00 00 00 00 45 31 ed 41 bb b5 34 00 00    ba c6 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7  | D$H....E1.A..4.......H.D$@....H. | 
| 41220 |  44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00    48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00  | D$8....H.D$0....H.D$X....H.D$P.. | 
| 41240 |  00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 28    00 00 00 00 e9 df 6a ff ff 48 c7 44 24 20 00 00  | ..H.D$.....H.D$(......j..H.D$... | 
| 41260 |  00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24    48 00 00 00 00 45 31 d2 45 31 ff 41 bb 5b 39 00  | ..H.l$`E1.1.H.D$H....E1.E1.A.[9. | 
| 41280 |  00 48 c7 44 24 40 00 00 00 00 ba 03 04 00 00 48    c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00  | .H.D$@.........H.D$8....H.D$0... | 
| 412a0 |  00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00    00 00 00 48 c7 44 24 18 00 00 00 00 e9 77 6a ff  | .H.D$X....H.D$P....H.D$......wj. | 
| 412c0 |  ff 4c 8b 9c 24 98 00 00 00 41 8b 03 83 c0 01 74    0b 41 89 03 4c 8b 9c 24 98 00 00 00 4d 89 dd e9  | .L..$....A.....t.A..L..$....M... | 
| 412e0 |  e6 b1 ff ff 4c 89 df e8 e4 3e fc ff e9 ed b1 ff    ff e8 da 3e fc ff e9 0b b2 ff ff e8 d0 3e fc ff  | ....L....>.........>.........>.. | 
| 41300 |  e9 9a 85 ff ff e8 c6 3e fc ff e9 12 85 ff ff 4c    89 d7 e8 b9 3e fc ff e9 71 b1 ff ff 4c 8b 64 24  | .......>.......L....>...q...L.d$ | 
| 41320 |  28 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44 24    20 00 00 00 00 45 31 ff 48 8b bc 24 90 00 00 00  | (H.l$`E1.E1.H.D$.....E1.H..$.... | 
| 41340 |  31 db 48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb    79 35 00 00 ba ce 03 00 00 48 c7 44 24 40 00 00  | 1.H.D$H....E1.A.y5.......H.D$@.. | 
| 41360 |  00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30    00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44  | ..H.D$8....H.D$0....H.D$X....H.D | 
| 41380 |  24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48    c7 44 24 28 00 00 00 00 e9 9b 69 ff ff 48 8b 35  | $P....H.D$.....H.D$(......i..H.5 | 
| 413a0 |  6c bb 06 00 48 8b 3d 9d bc 06 00 31 d2 e8 2e 22    fd ff 48 89 44 24 10 48 89 84 24 a0 00 00 00 48  | l...H.=....1..."..H.D$.H..$....H | 
| 413c0 |  85 c0 0f 84 a2 14 00 00 48 8b 7c 24 10 e8 fe 34    fd ff 48 8b bc 24 a0 00 00 00 48 8b 07 85 c0 78  | ........H.|$...4..H..$....H....x | 
| 413e0 |  0d 48 83 e8 01 48 89 07 0f 84 72 14 00 00 4c 8b    64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7  | .H...H....r...L.d$(H.l$`E1.E1.H. | 
| 41400 |  44 24 20 00 00 00 00 ba cd 03 00 00 45 31 ff 31    db 48 c7 84 24 a0 00 00 00 00 00 00 00 41 bb 67  | D$..........E1.1.H..$........A.g | 
| 41420 |  35 00 00 45 31 ed 48 8b bc 24 90 00 00 00 48 c7    44 24 48 00 00 00 00 48 c7 44 24 40 00 00 00 00  | 5..E1.H..$....H.D$H....H.D$@.... | 
| 41440 |  48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00    00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50  | H.D$8....H.D$0....H.D$X....H.D$P | 
| 41460 |  00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44    24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9  | ....H.D$.....H.D$.....H.D$(..... | 
| 41480 |  b4 68 ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45 31    c9 45 31 d2 48 c7 44 24 20 00 00 00 00 ba cc 03  | .h..L.d$(H.l$`E1.E1.H.D$........ | 
| 414a0 |  00 00 45 31 ff 31 db 48 c7 44 24 48 00 00 00 00    41 bb 58 35 00 00 45 31 ed 48 8b bc 24 90 00 00  | ..E1.1.H.D$H....A.X5..E1.H..$... | 
| 414c0 |  00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00    00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24  | .H.D$@....H.D$8....H.D$0....H.D$ | 
| 414e0 |  58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7    44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00  | X....H.D$P....H.D$.....H.D$..... | 
| 41500 |  48 c7 44 24 28 00 00 00 00 e9 2a 68 ff ff 4c 8b    64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7  | H.D$(.....*h..L.d$(H.l$`E1.E1.H. | 
| 41520 |  44 24 20 00 00 00 00 ba ce 03 00 00 45 31 ff 31    db 48 c7 44 24 48 00 00 00 00 41 bb 7d 35 00 00  | D$..........E1.1.H.D$H....A.}5.. | 
| 41540 |  45 31 ed 48 8b bc 24 90 00 00 00 48 c7 44 24 40    00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44  | E1.H..$....H.D$@....H.D$8....H.D | 
| 41560 |  24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48    c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00  | $0....H.D$X....H.D$P....H.D$.... | 
| 41580 |  00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00    00 00 00 e9 a0 67 ff ff 48 8b 6c 24 60 45 31 c9  | .H.D$.....H.D$(......g..H.l$`E1. | 
| 415a0 |  45 31 d2 ba 18 04 00 00 48 c7 44 24 20 00 00 00    00 48 8b bc 24 90 00 00 00 41 bb 29 3a 00 00 e9  | E1......H.D$.....H..$....A.):... | 
| 415c0 |  74 67 ff ff e8 07 3c fc ff e9 a1 e4 ff ff 4c 8b    7c 24 20 48 8b 6c 24 60 e9 1a 68 ff ff e8 ee 3b  | tg....<.......L.|$.H.l$`..h....; | 
| 415e0 |  fc ff e9 51 e0 ff ff 48 c7 44 24 20 00 00 00 00    45 31 d2 48 8b bc 24 90 00 00 00 45 31 ff 48 c7  | ...Q...H.D$.....E1.H..$....E1.H. | 
| 41600 |  44 24 48 00 00 00 00 48 8b 6c 24 60 41 bb a6 36    00 00 ba e4 03 00 00 48 c7 44 24 40 00 00 00 00  | D$H....H.l$`A..6.......H.D$@.... | 
| 41620 |  48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00    00 00 48 c7 44 24 58 00 00 00 00 e9 f8 66 ff ff  | H.D$8....H.D$0....H.D$X......f.. | 
| 41640 |  48 8d b4 24 e8 00 00 00 ba 01 00 00 00 e9 ce bb    ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60  | H..$..............H.D$.....H.l$` | 
| 41660 |  45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31    d2 48 8b bc 24 90 00 00 00 45 31 ed 48 c7 44 24  | E1.1.H.D$H....E1.H..$....E1.H.D$ | 
| 41680 |  40 00 00 00 00 41 bb ee 32 00 00 ba b0 03 00 00    48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00  | @....A..2.......H.D$8....H.D$0.. | 
| 416a0 |  00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50    00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44  | ..H.D$X....H.D$P....H.D$.....H.D | 
| 416c0 |  24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 48    c7 44 24 08 00 00 00 00 e9 5b 66 ff ff 4c 89 ff  | $.....H.D$(....H.D$......[f..L.. | 
| 416e0 |  e8 8b 2e fd ff 85 c0 0f 85 2a c6 ff ff 49 83 c6    01 4c 39 f3 0f 85 0f c6 ff ff 45 89 e3 ba ad 03  | .........*...I...L9.......E..... | 
| 41700 |  00 00 4c 8b 64 24 08 e9 e5 70 ff ff 48 c7 44 24    20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48  | ..L.d$...p..H.D$.....H.l$`E1.1.H | 
| 41720 |  c7 44 24 48 00 00 00 00 45 31 d2 48 8b bc 24 90    00 00 00 45 31 ff 48 c7 44 24 40 00 00 00 00 45  | .D$H....E1.H..$....E1.H.D$@....E | 
| 41740 |  31 ed 41 bb 6f 33 00 00 ba b6 03 00 00 48 c7 44    24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48  | 1.A.o3.......H.D$8....H.D$0....H | 
| 41760 |  c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00    00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00  | .D$X....H.D$P....H.D$.....H.D$.. | 
| 41780 |  00 00 00 48 c7 44 24 28 00 00 00 00 e9 a7 65 ff    ff 48 c7 44 24 20 00 00 00 00 45 31 d2 48 8b bc  | ...H.D$(......e..H.D$.....E1.H.. | 
| 417a0 |  24 90 00 00 00 45 31 ff 48 c7 44 24 48 00 00 00    00 48 8b 6c 24 60 41 bb 99 36 00 00 ba e4 03 00  | $....E1.H.D$H....H.l$`A..6...... | 
| 417c0 |  00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00    00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24  | .H.D$@....H.D$8....H.D$0....H.D$ | 
| 417e0 |  58 00 00 00 00 48 c7 44 24 50 00 00 00 00 e9 45    65 ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24  | X....H.D$P.....Ee..H.D$.....H.l$ | 
| 41800 |  60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45    31 d2 41 bb 47 39 00 00 ba 03 04 00 00 48 c7 44  | `E1.1.H.D$H....E1.A.G9.......H.D | 
| 41820 |  24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48    c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00  | $@....H.D$8....H.D$0....H.D$X... | 
| 41840 |  00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00    00 00 00 e9 12 65 ff ff 48 8b 35 d1 b6 06 00 48  | .H.D$P....H.D$.......e..H.5....H | 
| 41860 |  8b 3d e2 b7 06 00 31 d2 e8 73 1d fd ff 48 89 84    24 a0 00 00 00 49 89 c5 48 85 c0 0f 84 6e 03 00  | .=....1..s...H..$....I..H....n.. | 
| 41880 |  00 48 89 c7 e8 47 30 fd ff 48 8b bc 24 a0 00 00    00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f  | .H...G0..H..$....H....x.H...H... | 
| 418a0 |  84 ba 03 00 00 48 c7 44 24 20 00 00 00 00 48 8b    6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00  | .....H.D$.....H.l$`E1.1.H.D$H... | 
| 418c0 |  00 45 31 d2 45 31 ff 48 8b bc 24 90 00 00 00 48    c7 84 24 a0 00 00 00 00 00 00 00 41 bb 68 37 00  | .E1.E1.H..$....H..$........A.h7. | 
| 418e0 |  00 45 31 ed ba f0 03 00 00 48 c7 44 24 40 00 00    00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30  | .E1......H.D$@....H.D$8....H.D$0 | 
| 41900 |  00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44    24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 e9  | ....H.D$X....H.D$P....H.D$...... | 
| 41920 |  14 64 ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c    24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00  | .d..H.D$.....H.l$`E1.1.H.D$H.... | 
| 41940 |  45 31 d2 45 31 ff 48 8b bc 24 90 00 00 00 48 c7    44 24 40 00 00 00 00 41 bb 59 37 00 00 45 31 ed  | E1.E1.H..$....H.D$@....A.Y7..E1. | 
| 41960 |  ba ef 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | .....H.D$8....H.D$0....H.D$X.... | 
| 41980 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 e9 a1 63 ff ff 48 8b 6c 24 60 ba 0e 04 00  | H.D$P....H.D$.......c..H.l$`.... | 
| 419a0 |  00 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00    41 bb e1 39 00 00 45 31 ff e9 7a 63 ff ff 48 8b  | .E1.E1.H.D$.....A..9..E1..zc..H. | 
| 419c0 |  6c 24 60 45 31 c9 45 31 d2 ba 0e 04 00 00 41 bb    df 39 00 00 e9 91 63 ff ff 48 c7 44 24 20 00 00  | l$`E1.E1......A..9....c..H.D$... | 
| 419e0 |  00 00 48 8b 6c 24 60 49 89 df e9 08 64 ff ff e8    dc 37 fc ff e9 d1 79 ff ff 48 89 df e8 cf 37 fc  | ..H.l$`I....d....7....y..H....7. | 
| 41a00 |  ff e9 ec 79 ff ff 48 c7 44 24 20 00 00 00 00 45    31 d2 48 8b 6c 24 60 45 31 ff 48 c7 44 24 48 00  | ...y..H.D$.....E1.H.l$`E1.H.D$H. | 
| 41a20 |  00 00 00 41 bb a9 36 00 00 ba e4 03 00 00 48 c7    44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00  | ...A..6.......H.D$@....H.D$8.... | 
| 41a40 |  48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00    00 00 e9 e1 62 ff ff 4c 89 cf e8 71 37 fc ff e9  | H.D$0....H.D$X......b..L...q7... | 
| 41a60 |  4a 79 ff ff 48 8b 6c 24 60 45 31 c9 45 31 d2 45    31 ff 48 8b bc 24 90 00 00 00 41 bb 8b 39 00 00  | Jy..H.l$`E1.E1.E1.H..$....A..9.. | 
| 41a80 |  ba 08 04 00 00 e9 ae 62 ff ff 48 c7 44 24 20 00    00 00 00 48 8b 6c 24 60 45 31 d2 41 bb 9e 36 00  | .......b..H.D$.....H.l$`E1.A..6. | 
| 41aa0 |  00 48 c7 44 24 48 00 00 00 00 ba e4 03 00 00 48    c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00  | .H.D$H.........H.D$@....H.D$8... | 
| 41ac0 |  00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00    00 00 00 e9 92 62 ff ff 48 c7 44 24 20 00 00 00  | .H.D$0....H.D$X......b..H.D$.... | 
| 41ae0 |  00 45 31 d2 48 8b bc 24 90 00 00 00 45 31 ff 48    c7 44 24 48 00 00 00 00 48 8b 6c 24 60 41 bb a1  | .E1.H..$....E1.H.D$H....H.l$`A.. | 
| 41b00 |  36 00 00 ba e4 03 00 00 48 c7 44 24 40 00 00 00    00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00  | 6.......H.D$@....H.D$8....H.D$0. | 
| 41b20 |  00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24    50 00 00 00 00 e9 fe 61 ff ff 4c 89 4c 24 20 e8  | ...H.D$X....H.D$P......a..L.L$.. | 
| 41b40 |  8c 36 fc ff 4c 8b 4c 24 20 e9 40 78 ff ff 48 8b    6c 24 60 45 31 c9 45 31 d2 ba 14 04 00 00 41 bb  | .6..L.L$..@x..H.l$`E1.E1......A. | 
| 41b60 |  ee 39 00 00 e9 01 62 ff ff e8 62 36 fc ff e9 a1    7b ff ff 48 8b 6c 24 60 45 31 c9 45 31 d2 45 31  | .9....b...b6....{..H.l$`E1.E1.E1 | 
| 41b80 |  ff 41 bb f0 39 00 00 ba 14 04 00 00 e9 a7 61 ff    ff e8 3a 36 fc ff e9 04 7c ff ff 48 8b 6c 24 60  | .A..9.........a...:6....|..H.l$` | 
| 41ba0 |  45 31 c9 45 31 d2 ba 14 04 00 00 41 bb f3 39 00    00 e9 b4 61 ff ff 48 8b 6c 24 60 ba 14 04 00 00  | E1.E1......A..9....a..H.l$`..... | 
| 41bc0 |  45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00 48    8b bc 24 90 00 00 00 41 bb f7 39 00 00 45 31 ff  | E1.E1.H.D$.....H..$....A..9..E1. | 
| 41be0 |  e9 53 61 ff ff e8 e6 35 fc ff e9 0a 7c ff ff 48    c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9  | .Sa....5....|..H.D$.....H.l$`E1. | 
| 41c00 |  31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 48 8b    bc 24 90 00 00 00 45 31 ff 48 c7 44 24 40 00 00  | 1.H.D$H....E1.H..$....E1.H.D$@.. | 
| 41c20 |  00 00 41 bb 64 37 00 00 ba f0 03 00 00 48 c7 44    24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48  | ..A.d7.......H.D$8....H.D$0....H | 
| 41c40 |  c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00    00 48 c7 44 24 18 00 00 00 00 e9 d9 60 ff ff e8  | .D$X....H.D$P....H.D$.......`... | 
| 41c60 |  6c 35 fc ff e9 3c fc ff ff 48 8b 84 24 a0 00 00    00 48 89 44 24 08 e9 18 83 ff ff 48 8b 6c 24 60  | l5...<...H..$....H.D$......H.l$` | 
| 41c80 |  45 31 c9 45 31 d2 45 31 ff 48 8b bc 24 90 00 00    00 41 bb f5 39 00 00 ba 14 04 00 00 e9 97 60 ff  | E1.E1.E1.H..$....A..9.........`. | 
| 41ca0 |  ff 48 83 e8 01 49 89 07 0f 85 17 bf ff ff e9 08    d2 ff ff 48 8b 4c 24 08 48 83 e8 01 48 89 01 0f  | .H...I.............H.L$.H...H... | 
| 41cc0 |  85 e7 c7 ff ff e9 c7 db ff ff 48 c7 44 24 20 00    00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44  | ..........H.D$.....H.l$`E1.1.H.D | 
| 41ce0 |  24 48 00 00 00 00 45 31 d2 41 bb 1a 37 00 00 ba    ec 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44  | $H....E1.A..7.......H.D$@....H.D | 
| 41d00 |  24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48    c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00  | $8....H.D$0....H.D$X....H.D$P... | 
| 41d20 |  00 48 c7 44 24 18 00 00 00 00 e9 3b 60 ff ff 4c    8b bc 24 98 00 00 00 e9 fd 7c ff ff 48 89 44 24  | .H.D$......;`..L..$......|..H.D$ | 
| 41d40 |  18 48 8b 44 24 40 48 89 e9 45 31 c9 48 8b 6c 24    38 4c 89 74 24 30 45 31 d2 31 db 48 89 44 24 48  | .H.D$@H..E1.H.l$8L.t$0E1.1.H.D$H | 
| 41d60 |  48 8b 44 24 78 41 bb 22 39 00 00 ba 00 04 00 00    49 89 ec 48 89 4c 24 38 4c 8b 74 24 68 48 c7 44  | H.D$xA."9.......I..H.L$8L.t$hH.D | 
| 41d80 |  24 20 00 00 00 00 48 8b 6c 24 60 48 89 44 24 40    e9 d5 5f ff ff e8 36 34 fc ff e9 3d 9c ff ff 48  | $.....H.l$`H.D$@.._...64...=...H | 
| 41da0 |  8b 44 24 40 48 89 e9 48 8b 6c 24 38 45 31 c9 4c    89 74 24 30 41 bb 18 39 00 00 45 31 d2 31 db 48  | .D$@H..H.l$8E1.L.t$0A..9..E1.1.H | 
| 41dc0 |  89 44 24 48 48 8b 44 24 78 49 89 ec 45 31 ff 48    89 4c 24 38 4c 8b 74 24 68 ba ff 03 00 00 48 89  | .D$HH.D$xI..E1.H.L$8L.t$h.....H. | 
| 41de0 |  44 24 40 48 8b 6c 24 60 48 c7 44 24 20 00 00 00    00 48 c7 44 24 18 00 00 00 00 e9 39 5f ff ff e8  | D$@H.l$`H.D$.....H.D$......9_... | 
| 41e00 |  cc 33 fc ff e9 67 9b ff ff 48 89 44 24 18 48 8b    44 24 40 48 89 e9 45 31 c9 48 8b 6c 24 38 4c 89  | .3...g...H.D$.H.D$@H..E1.H.l$8L. | 
| 41e20 |  74 24 30 45 31 ff 31 db 48 89 44 24 48 48 8b 44    24 78 ba ff 03 00 00 41 bb 18 39 00 00 49 89 ec  | t$0E1.1.H.D$HH.D$x.....A..9..I.. | 
| 41e40 |  48 89 4c 24 38 4c 8b 74 24 68 48 c7 44 24 20 00    00 00 00 48 8b bc 24 90 00 00 00 48 89 44 24 40  | H.L$8L.t$hH.D$.....H..$....H.D$@ | 
| 41e60 |  48 8b 6c 24 60 e9 ce 5e ff ff 48 89 eb 48 8b 50    18 48 8d 0d ca 9a 01 00 48 8d 05 ce 9a 01 00 48  | H.l$`..^..H..H.P.H......H......H | 
| 41e80 |  85 db 48 8b 6c 24 38 4c 89 74 24 30 48 8d 35 05    8a 01 00 48 0f 44 c8 48 8b 05 9a 90 06 00 4c 8b  | ..H.l$8L.t$0H.5....H.D.H......L. | 
| 41ea0 |  74 24 68 45 31 ff 49 89 ec 48 8b 38 31 c0 e8 dd    38 fc ff 48 8b 44 24 40 48 89 5c 24 38 41 bb 18  | t$hE1.I..H.81...8..H.D$@H.\$8A.. | 
| 41ec0 |  39 00 00 48 8b bc 24 90 00 00 00 45 31 c9 45 31    d2 31 db 48 89 44 24 48 48 8b 44 24 78 ba ff 03  | 9..H..$....E1.E1.1.H.D$HH.D$x... | 
| 41ee0 |  00 00 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60    48 89 44 24 40 48 c7 44 24 18 00 00 00 00 e9 35  | ..H.D$.....H.l$`H.D$@H.D$......5 | 
| 41f00 |  5e ff ff 48 89 44 24 18 48 8b 44 24 40 48 89 e9    45 31 c9 48 8b 6c 24 38 4c 89 74 24 30 45 31 d2  | ^..H.D$.H.D$@H..E1.H.l$8L.t$0E1. | 
| 41f20 |  31 db 48 89 44 24 48 48 8b 44 24 78 41 bb 15 39    00 00 ba ff 03 00 00 49 89 ec 48 89 4c 24 38 4c  | 1.H.D$HH.D$xA..9.......I..H.L$8L | 
| 41f40 |  8b 74 24 68 48 c7 44 24 20 00 00 00 00 48 8b 6c    24 60 48 89 44 24 40 e9 0e 5e ff ff 4c 89 d7 e8  | .t$hH.D$.....H.l$`H.D$@..^..L... | 
| 41f60 |  6c 32 fc ff e9 e2 99 ff ff 48 89 44 24 18 48 8b    44 24 40 48 89 e9 45 31 c9 48 8b 6c 24 38 4c 89  | l2.......H.D$.H.D$@H..E1.H.l$8L. | 
| 41f80 |  74 24 30 45 31 ff 31 db 48 89 44 24 48 48 8b 44    24 78 ba ff 03 00 00 41 bb 13 39 00 00 49 89 ec  | t$0E1.1.H.D$HH.D$x.....A..9..I.. | 
| 41fa0 |  48 89 4c 24 38 4c 8b 74 24 68 48 c7 44 24 20 00    00 00 00 48 8b bc 24 90 00 00 00 48 89 44 24 40  | H.L$8L.t$hH.D$.....H..$....H.D$@ | 
| 41fc0 |  48 8b 6c 24 60 e9 6e 5d ff ff e8 01 32 fc ff e9    f6 98 ff ff 48 8b 44 24 40 48 8b 6c 24 38 45 31  | H.l$`.n]....2.......H.D$@H.l$8E1 | 
| 41fe0 |  c9 31 db 4c 89 74 24 30 41 bb 05 39 00 00 4c 8b    74 24 68 ba fe 03 00 00 48 89 44 24 48 48 8b 44  | .1.L.t$0A..9..L.t$h.....H.D$HH.D | 
| 42000 |  24 78 49 89 ec 4c 89 7c 24 38 48 8b 6c 24 60 45    31 ff 4c 89 54 24 18 48 8b bc 24 90 00 00 00 48  | $xI..L.|$8H.l$`E1.L.T$.H..$....H | 
| 42020 |  c7 44 24 20 00 00 00 00 48 89 44 24 40 e9 06 5d    ff ff 4c 89 ff e8 96 31 fc ff e9 1f 98 ff ff 48  | .D$.....H.D$@..]..L....1.......H | 
| 42040 |  8b bc 24 90 00 00 00 31 c0 e9 5b 97 ff ff 48 89    44 24 18 48 8b 44 24 40 45 31 c9 45 31 d2 48 8b  | ..$....1..[...H.D$.H.D$@E1.E1.H. | 
| 42060 |  6c 24 38 4c 89 74 24 30 31 db 41 bb f1 38 00 00    48 89 44 24 48 48 8b 44 24 78 ba fe 03 00 00 49  | l$8L.t$01.A..8..H.D$HH.D$x.....I | 
| 42080 |  89 ec 4c 89 7c 24 38 4c 8b 74 24 68 48 c7 44 24    20 00 00 00 00 48 8b 6c 24 60 48 89 44 24 40 e9  | ..L.|$8L.t$hH.D$.....H.l$`H.D$@. | 
| 420a0 |  c6 5c ff ff 4c 89 c7 e8 24 31 fc ff 48 8b bc 24    90 00 00 00 b8 01 00 00 00 e9 eb 96 ff ff e8 0d  | .\..L...$1..H..$................ | 
| 420c0 |  31 fc ff e9 6b 97 ff ff 48 3b 05 29 8f 06 00 0f    84 09 01 00 00 e8 e6 35 fc ff 48 89 c5 48 85 c0  | 1...k...H;.)...........5..H..H.. | 
| 420e0 |  0f 84 a7 00 00 00 48 8b bc 24 a0 00 00 00 48 8b    07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 dc 05  | ......H..$....H....x.H...H...... | 
| 42100 |  00 00 48 8b 45 08 48 89 ef 48 c7 84 24 a0 00 00    00 00 00 00 00 4c 8b a0 e0 00 00 00 41 ff d4 48  | ..H.E.H..H..$........L......A..H | 
| 42120 |  89 84 24 98 00 00 00 48 85 c0 0f 84 af 01 00 00    48 89 ef 41 ff d4 48 89 84 24 90 00 00 00 48 85  | ..$....H........H..A..H..$....H. | 
| 42140 |  c0 0f 84 25 01 00 00 48 89 ef 41 ff d4 48 89 c7    48 85 c0 0f 85 04 01 00 00 e8 92 30 fd ff 85 c0  | ...%...H..A..H..H..........0.... | 
| 42160 |  0f 88 a6 00 00 00 48 8b 45 00 85 c0 0f 88 fe 93    ff ff 48 83 e8 01 48 89 45 00 0f 85 f0 93 ff ff  | ......H.E.........H...H.E....... | 
| 42180 |  48 89 ef e8 48 30 fc ff e9 e3 93 ff ff 48 8b 6c    24 38 4c 89 74 24 30 49 89 c1 45 31 d2 4c 89 7c  | H...H0.......H.l$8L.t$0I..E1.L.| | 
| 421a0 |  24 38 4c 8b 74 24 68 45 31 ff 31 db 49 89 ec 48    8b bc 24 90 00 00 00 48 c7 44 24 20 00 00 00 00  | $8L.t$hE1.1.I..H..$....H.D$..... | 
| 421c0 |  41 bb b1 38 00 00 48 c7 44 24 18 00 00 00 00 48    8b 6c 24 60 ba fc 03 00 00 e9 5a 5b ff ff 48 8b  | A..8..H.D$.....H.l$`......Z[..H. | 
| 421e0 |  57 10 48 83 fa 02 0f 85 ec 01 00 00 48 8b 47 18    48 8b 10 48 8b 40 08 48 89 94 24 98 00 00 00 48  | W.H.........H.G.H..H.@.H..$....H | 
| 42200 |  89 84 24 90 00 00 00 e9 1a 93 ff ff 49 89 e9 48    8b 6c 24 38 4c 89 74 24 30 45 31 d2 4c 89 7c 24  | ..$.........I..H.l$8L.t$0E1.L.|$ | 
| 42220 |  38 4c 8b 74 24 68 45 31 ff 31 db 49 89 ec 48 8b    bc 24 90 00 00 00 48 c7 44 24 20 00 00 00 00 41  | 8L.t$hE1.1.I..H..$....H.D$.....A | 
| 42240 |  bb b9 38 00 00 48 c7 44 24 18 00 00 00 00 48 8b    6c 24 60 ba fc 03 00 00 e9 db 5a ff ff be 02 00  | ..8..H.D$.....H.l$`.......Z..... | 
| 42260 |  00 00 e8 39 19 fd ff e9 f2 fe ff ff 49 89 e9 48    8b 6c 24 38 4c 89 7c 24 38 41 bc 01 00 00 00 4c  | ...9........I..H.l$8L.|$8A.....L | 
| 42280 |  89 74 24 30 4c 8b 74 24 68 49 8b 01 85 c0 78 09    48 83 e8 01 49 89 01 74 62 e8 52 2f fd ff 85 c0  | .t$0L.t$hI....x.H...I..tb.R/.... | 
| 422a0 |  74 63 49 89 ec 48 8b bc 24 90 00 00 00 45 31 c9    31 db 48 8b 6c 24 60 ba fc 03 00 00 45 31 d2 45  | tcI..H..$....E1.1.H.l$`.....E1.E | 
| 422c0 |  31 ff 48 c7 44 24 20 00 00 00 00 41 bb c1 38 00    00 48 c7 44 24 18 00 00 00 00 e9 59 5a ff ff 4c  | 1.H.D$.....A..8..H.D$......YZ..L | 
| 422e0 |  89 74 24 30 49 89 e9 4c 8b 74 24 68 45 31 e4 48    8b 6c 24 38 4c 89 7c 24 38 eb 8e 4c 89 cf e8 cd  | .t$0I..L.t$hE1.H.l$8L.|$8..L.... | 
| 42300 |  2e fc ff eb 94 49 83 fc 01 48 8d 05 a0 95 01 00    4c 89 e2 49 89 ec 48 8d 0d 11 91 01 00 48 8d 35  | .....I...H......L..I..H......H.5 | 
| 42320 |  ec 76 01 00 48 0f 45 c8 48 8b 05 f9 8b 06 00 45    31 ff 31 db 48 8b 38 31 c0 e8 52 34 fc ff 48 8b  | .v..H.E.H......E1.1.H.81..R4..H. | 
| 42340 |  6c 24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00    00 00 48 8b bc 24 90 00 00 00 ba fc 03 00 00 41  | l$`E1.E1.H.D$.....H..$.........A | 
| 42360 |  bb c1 38 00 00 48 c7 44 24 18 00 00 00 00 e9 c5    59 ff ff 48 8b bc 24 90 00 00 00 31 c0 e9 d1 92  | ..8..H.D$.......Y..H..$....1.... | 
| 42380 |  ff ff 48 89 44 24 18 48 8b 44 24 40 45 31 c9 45    31 d2 48 8b 6c 24 38 4c 89 74 24 30 31 db 41 bb  | ..H.D$.H.D$@E1.E1.H.l$8L.t$01.A. | 
| 423a0 |  d0 38 00 00 48 89 44 24 48 48 8b 44 24 78 ba fd    03 00 00 49 89 ec 4c 89 7c 24 38 4c 8b 74 24 68  | .8..H.D$HH.D$x.....I..L.|$8L.t$h | 
| 423c0 |  48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 48 89    44 24 40 e9 92 59 ff ff 4c 89 74 24 30 48 8b 6c  | H.D$.....H.l$`H.D$@..Y..L.t$0H.l | 
| 423e0 |  24 38 4c 8b 74 24 68 4c 89 7c 24 38 48 83 fa 02    0f 8f b7 00 00 00 48 85 d2 78 75 48 83 fa 01 48  | $8L.t$hL.|$8H.........H..xuH...H | 
| 42400 |  8d 05 aa 94 01 00 49 89 ec 48 8d 0d 1e 90 01 00    48 8d 35 f9 75 01 00 48 0f 45 c8 48 8b 05 06 8b  | ......I..H......H.5.u..H.E.H.... | 
| 42420 |  06 00 45 31 ff 31 db 48 8b 38 31 c0 e8 5f 33 fc    ff 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44 24  | ..E1.1.H.81.._3..H.l$`E1.E1.H.D$ | 
| 42440 |  20 00 00 00 00 48 8b bc 24 90 00 00 00 ba fc 03    00 00 41 bb 9c 38 00 00 48 c7 44 24 18 00 00 00  | .....H..$.........A..8..H.D$.... | 
| 42460 |  00 e9 d2 58 ff ff e8 65 2d fc ff e9 f4 90 ff ff    49 89 ec 48 8b bc 24 90 00 00 00 45 31 c9 31 db  | ...X...e-.......I..H..$....E1.1. | 
| 42480 |  48 8b 6c 24 60 ba fc 03 00 00 45 31 d2 45 31 ff    48 c7 44 24 20 00 00 00 00 41 bb 9c 38 00 00 48  | H.l$`.....E1.E1.H.D$.....A..8..H | 
| 424a0 |  c7 44 24 18 00 00 00 00 e9 8b 58 ff ff 48 8b 05    74 8a 06 00 49 89 ec 45 31 ff 31 db ba 02 00 00  | .D$.......X..H..t...I..E1.1..... | 
| 424c0 |  00 48 8d 35 50 6e 01 00 48 8b 38 31 c0 e8 be 32    fc ff 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44  | .H.5Pn..H.81...2..H.l$`E1.E1.H.D | 
| 424e0 |  24 20 00 00 00 00 48 8b bc 24 90 00 00 00 ba fc    03 00 00 41 bb 9c 38 00 00 48 c7 44 24 18 00 00  | $.....H..$.........A..8..H.D$... | 
| 42500 |  00 00 e9 31 58 ff ff 4c 89 c7 e8 c1 2c fc ff 48    8b bc 24 90 00 00 00 b8 01 00 00 00 e9 32 91 ff  | ...1X..L....,..H..$..........2.. | 
| 42520 |  ff e8 aa 2c fc ff e9 ae 91 ff ff 48 8b 44 24 40    48 8b 6c 24 38 45 31 c9 31 db 4c 89 74 24 30 41  | ...,.......H.D$@H.l$8E1.1.L.t$0A | 
| 42540 |  bb e4 38 00 00 4c 8b 74 24 68 ba fd 03 00 00 48    89 44 24 48 48 8b 44 24 78 49 89 ec 4c 89 7c 24  | ..8..L.t$h.....H.D$HH.D$xI..L.|$ | 
| 42560 |  38 48 8b 6c 24 60 45 31 ff 4c 89 54 24 18 48 8b    bc 24 90 00 00 00 48 c7 44 24 20 00 00 00 00 48  | 8H.l$`E1.L.T$.H..$....H.D$.....H | 
| 42580 |  89 44 24 40 e9 af 57 ff ff 48 89 ef e8 3f 2c fc    ff e9 6d 91 ff ff 49 89 e9 48 8b 6c 24 38 4c 89  | .D$@..W..H...?,...m...I..H.l$8L. | 
| 425a0 |  74 24 30 45 31 d2 4c 89 7c 24 38 4c 8b 74 24 68    45 31 ff 31 db 49 89 ec 48 8b bc 24 90 00 00 00  | t$0E1.L.|$8L.t$hE1.1.I..H..$.... | 
| 425c0 |  48 c7 44 24 20 00 00 00 00 41 bb 90 38 00 00 48    c7 44 24 18 00 00 00 00 48 8b 6c 24 60 ba fc 03  | H.D$.....A..8..H.D$.....H.l$`... | 
| 425e0 |  00 00 e9 51 57 ff ff 49 89 e9 48 8b 6c 24 38 4c    89 74 24 30 31 db 4c 89 7c 24 38 4c 8b 74 24 68  | ...QW..I..H.l$8L.t$01.L.|$8L.t$h | 
| 42600 |  45 31 ff 41 bb 8e 38 00 00 49 89 ec 48 89 44 24    18 48 8b bc 24 90 00 00 00 ba fc 03 00 00 48 c7  | E1.A..8..I..H.D$.H..$.........H. | 
| 42620 |  44 24 20 00 00 00 00 48 8b 6c 24 60 e9 07 57 ff    ff 49 89 e9 48 8b 6c 24 38 4c 89 74 24 30 45 31  | D$.....H.l$`..W..I..H.l$8L.t$0E1 | 
| 42640 |  d2 48 89 44 24 18 4c 8b 74 24 68 31 db 41 bb 89    38 00 00 49 89 ec 4c 89 7c 24 38 48 8b 6c 24 60  | .H.D$.L.t$h1.A..8..I..L.|$8H.l$` | 
| 42660 |  ba fc 03 00 00 48 c7 44 24 20 00 00 00 00 e9 f7    56 ff ff 48 89 ef e8 55 2b fc ff e9 17 8e ff ff  | .....H.D$.......V..H...U+....... | 
| 42680 |  49 89 e9 48 8b 6c 24 38 4c 89 74 24 30 31 db 4c    89 7c 24 38 4c 8b 74 24 68 45 31 ff 41 bb 91 38  | I..H.l$8L.t$01.L.|$8L.t$hE1.A..8 | 
| 426a0 |  00 00 49 89 ec 48 89 44 24 18 48 8b bc 24 90 00    00 00 ba fc 03 00 00 48 c7 44 24 20 00 00 00 00  | ..I..H.D$.H..$.........H.D$..... | 
| 426c0 |  48 8b 6c 24 60 e9 6e 56 ff ff e8 01 2b fc ff e9    df 8d ff ff e8 f7 2a fc ff e9 fd 8d ff ff e8 ed  | H.l$`.nV....+.........*......... | 
| 426e0 |  2a fc ff e9 1a fa ff ff 4c 8b 64 24 28 48 8b 6c    24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00  | *.......L.d$(H.l$`E1.E1.H.D$.... | 
| 42700 |  00 45 31 ff 48 8b bc 24 90 00 00 00 31 db 48 c7    44 24 48 00 00 00 00 45 31 ed 41 bb 22 35 00 00  | .E1.H..$....1.H.D$H....E1.A."5.. | 
| 42720 |  ba cb 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7    44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00  | .....H.D$@....H.D$8....H.D$0.... | 
| 42740 |  48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00    00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 28  | H.D$X....H.D$P....H.D$.....H.D$( | 
| 42760 |  00 00 00 00 e9 cf 55 ff ff 4c 8b b4 24 a0 00 00    00 e9 e0 48 ff ff 48 89 44 24 18 48 8b 44 24 40  | ......U..L..$......H..H.D$.H.D$@ | 
| 42780 |  48 89 e9 45 31 c9 48 8b 6c 24 38 4c 89 74 24 30    45 31 ff 31 db 48 89 44 24 48 48 8b 44 24 78 ba  | H..E1.H.l$8L.t$0E1.1.H.D$HH.D$x. | 
| 427a0 |  00 04 00 00 41 bb 24 39 00 00 49 89 ec 48 89 4c    24 38 4c 8b 74 24 68 48 c7 44 24 20 00 00 00 00  | ....A.$9..I..H.L$8L.t$hH.D$..... | 
| 427c0 |  48 8b bc 24 90 00 00 00 48 89 44 24 40 48 8b 6c    24 60 e9 61 55 ff ff 4c 89 c7 e8 f1 29 fc ff e9  | H..$....H.D$@H.l$`.aU..L....)... | 
| 427e0 |  30 92 ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c    24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00  | 0...H.D$.....H.l$`E1.1.H.D$H.... | 
| 42800 |  45 31 d2 48 8b bc 24 90 00 00 00 45 31 ff 48 c7    44 24 40 00 00 00 00 45 31 ed 41 bb 5e 34 00 00  | E1.H..$....E1.H.D$@....E1.A.^4.. | 
| 42820 |  ba bf 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | .....H.D$8....H.D$0....H.D$X.... | 
| 42840 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 48 c7 44 24 10 00 00 00 00 e9 d8 54 ff ff  | H.D$P....H.D$.....H.D$.......T.. | 
| 42860 |  e8 6b 29 fc ff e9 84 eb ff ff 4c 8b 64 24 28 48    8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00  | .k).......L.d$(H.l$`E1.E1.H.D$.. | 
| 42880 |  00 00 00 45 31 ff 48 8b bc 24 90 00 00 00 31 db    48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb 63 35  | ...E1.H..$....1.H.D$H....E1.A.c5 | 
| 428a0 |  00 00 ba cd 03 00 00 48 c7 44 24 40 00 00 00 00    48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00  | .......H.D$@....H.D$8....H.D$0.. | 
| 428c0 |  00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50    00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44  | ..H.D$X....H.D$P....H.D$.....H.D | 
| 428e0 |  24 28 00 00 00 00 e9 4d 54 ff ff 48 c7 44 24 20    00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7  | $(.....MT..H.D$.....H.l$`E1.1.H. | 
| 42900 |  44 24 48 00 00 00 00 45 31 ff 48 8b bc 24 90 00    00 00 45 31 ed 48 c7 44 24 40 00 00 00 00 41 bb  | D$H....E1.H..$....E1.H.D$@....A. | 
| 42920 |  64 34 00 00 ba bf 03 00 00 48 c7 44 24 38 00 00    00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58  | d4.......H.D$8....H.D$0....H.D$X | 
| 42940 |  00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44    24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48  | ....H.D$P....H.D$.....H.D$.....H | 
| 42960 |  c7 44 24 28 00 00 00 00 e9 cb 53 ff ff 48 8b 6c    24 60 45 31 c9 45 31 d2 ba 15 04 00 00 48 8b bc  | .D$(......S..H.l$`E1.E1......H.. | 
| 42980 |  24 90 00 00 00 41 bb 07 3a 00 00 e9 a8 53 ff ff    48 8b 6c 24 60 45 31 c9 45 31 d2 45 31 ff 48 8b  | $....A..:....S..H.l$`E1.E1.E1.H. | 
| 429a0 |  bc 24 90 00 00 00 41 bb f9 39 00 00 ba 14 04 00    00 e9 82 53 ff ff 48 8b 05 8b 85 06 00 48 89 44  | .$....A..9.........S..H......H.D | 
| 429c0 |  24 28 e9 c2 71 ff ff 48 c7 44 24 20 00 00 00 00    48 8b 6c 24 60 45 31 c9 41 bb 65 34 00 00 48 c7  | $(..q..H.D$.....H.l$`E1.A.e4..H. | 
| 429e0 |  44 24 48 00 00 00 00 ba bf 03 00 00 45 31 ff 48    8b bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00  | D$H.........E1.H..$....H.D$@.... | 
| 42a00 |  31 db 45 31 ed 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | 1.E1.H.D$8....H.D$0....H.D$X.... | 
| 42a20 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28  | H.D$P....H.D$.....H.D$.....H.D$( | 
| 42a40 |  00 00 00 00 e9 ef 52 ff ff 4c 89 ff 89 54 24 08    e8 7b 27 fc ff 8b 54 24 08 e9 3b 91 ff ff 48 8b  | ......R..L...T$..{'...T$..;...H. | 
| 42a60 |  6c 24 60 ba 15 04 00 00 45 31 c9 45 31 d2 48 8b    bc 24 90 00 00 00 41 bb 09 3a 00 00 45 31 ff e9  | l$`.....E1.E1.H..$....A..:..E1.. | 
| 42a80 |  b4 52 ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c    24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00  | .R..H.D$.....H.l$`E1.1.H.D$H.... | 
| 42aa0 |  45 31 d2 48 8b bc 24 90 00 00 00 45 31 ff 48 c7    44 24 40 00 00 00 00 45 31 ed 41 bb 88 35 00 00  | E1.H..$....E1.H.D$@....E1.A..5.. | 
| 42ac0 |  ba cf 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | .....H.D$8....H.D$0....H.D$X.... | 
| 42ae0 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 48 c7 44 24 28 00 00 00 00 e9 38 52 ff ff  | H.D$P....H.D$.....H.D$(.....8R.. | 
| 42b00 |  e8 cb 26 fc ff e9 66 a9 ff ff 4c 89 ff e8 be 26    fc ff e9 7d 72 ff ff 4c 8b 64 24 28 48 8b 6c 24  | ..&...f...L....&...}r..L.d$(H.l$ | 
| 42b20 |  60 45 31 d2 45 31 ff 48 c7 44 24 20 00 00 00 00    31 db 48 8b bc 24 90 00 00 00 45 31 ed 48 c7 44  | `E1.E1.H.D$.....1.H..$....E1.H.D | 
| 42b40 |  24 48 00 00 00 00 41 bb aa 34 00 00 ba c5 03 00    00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00  | $H....A..4.......H.D$@....H.D$8. | 
| 42b60 |  00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24    58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7  | ...H.D$0....H.D$X....H.D$P....H. | 
| 42b80 |  44 24 18 00 00 00 00 48 c7 44 24 28 00 00 00 00    e9 a3 51 ff ff 4c 89 c7 e8 33 26 fc ff e9 97 d5  | D$.....H.D$(......Q..L...3&..... | 
| 42ba0 |  ff ff 48 8b 84 24 98 00 00 00 31 d2 41 b8 02 00    00 00 e9 3f 7c ff ff 48 c7 44 24 20 00 00 00 00  | ..H..$....1.A......?|..H.D$..... | 
| 42bc0 |  48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00    00 00 00 45 31 ff 48 8b bc 24 90 00 00 00 45 31  | H.l$`E1.1.H.D$H....E1.H..$....E1 | 
| 42be0 |  ed 48 c7 44 24 40 00 00 00 00 41 bb 48 34 00 00    ba bf 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7  | .H.D$@....A.H4.......H.D$8....H. | 
| 42c00 |  44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00    48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00  | D$0....H.D$X....H.D$P....H.D$... | 
| 42c20 |  00 00 48 c7 44 24 10 00 00 00 00 e9 08 51 ff ff    4d 8b 6b 18 4d 85 ed 0f 84 1c 97 ff ff 41 8b 45  | ..H.D$.......Q..M.k.M........A.E | 
| 42c40 |  00 4d 8b 5b 10 83 c0 01 74 04 41 89 45 00 41 8b    03 83 c0 01 74 03 41 89 03 48 8b bc 24 98 00 00  | .M.[....t.A.E.A.....t.A..H..$... | 
| 42c60 |  00 4c 89 9c 24 98 00 00 00 48 8b 07 85 c0 0f 88    94 00 00 00 48 83 e8 01 48 89 07 74 74 4c 8b 9c  | .L..$....H..........H...H..ttL.. | 
| 42c80 |  24 98 00 00 00 b8 01 00 00 00 e9 ca 96 ff ff 4d    8b 79 18 4d 85 ff 74 4f 41 8b 07 4d 8b 69 10 83  | $..............M.y.M..tOA..M.i.. | 
| 42ca0 |  c0 01 74 03 41 89 07 41 8b 45 00 83 c0 01 74 04    41 89 45 00 49 8b 11 85 d2 0f 88 ca 00 00 00 48  | ..t.A..A.E....t.A.E.I..........H | 
| 42cc0 |  83 ea 01 b8 01 00 00 00 49 89 11 0f 85 a1 95 ff    ff 4c 89 cf 89 44 24 10 e8 f3 24 fc ff 48 63 44  | ........I........L...D$...$..HcD | 
| 42ce0 |  24 10 e9 8b 95 ff ff 4d 89 cd 31 c0 e9 81 95 ff    ff e8 da 24 fc ff 4c 8b 9c 24 98 00 00 00 b8 01  | $......M..1........$..L..$...... | 
| 42d00 |  00 00 00 e9 51 96 ff ff b8 01 00 00 00 e9 47 96    ff ff 4d 89 e9 48 8b 6c 24 60 31 db 45 31 ed 48  | ....Q.........G...M..H.l$`1.E1.H | 
| 42d20 |  c7 44 24 20 00 00 00 00 41 bb 44 34 00 00 ba bf    03 00 00 48 c7 44 24 48 00 00 00 00 48 c7 44 24  | .D$.....A.D4.......H.D$H....H.D$ | 
| 42d40 |  40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7    44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00  | @....H.D$8....H.D$0....H.D$X.... | 
| 42d60 |  48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00    00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28  | H.D$P....H.D$.....H.D$.....H.D$( | 
| 42d80 |  00 00 00 00 e9 e1 4f ff ff b8 01 00 00 00 e9 df    94 ff ff 48 8b 6c 24 38 48 89 44 24 18 45 31 c9  | ......O............H.l$8H.D$.E1. | 
| 42da0 |  45 31 ff 48 8b 44 24 78 4c 89 64 24 38 31 db 41    bb e5 37 00 00 49 89 ec 4c 8b 74 24 68 48 c7 44  | E1.H.D$xL.d$81.A..7..I..L.t$hH.D | 
| 42dc0 |  24 20 00 00 00 00 ba f5 03 00 00 48 89 44 24 30    48 8b bc 24 90 00 00 00 48 8b 6c 24 60 e9 56 4f  | $..........H.D$0H..$....H.l$`.VO | 
| 42de0 |  ff ff 48 c7 44 24 20 00 00 00 00 4c 8b 64 24 68    45 31 d2 31 db 48 c7 44 24 48 00 00 00 00 48 8b  | ..H.D$.....L.d$hE1.1.H.D$H....H. | 
| 42e00 |  6c 24 60 45 31 ff 41 bb b3 37 00 00 48 c7 44 24    40 00 00 00 00 ba f3 03 00 00 48 c7 44 24 38 00  | l$`E1.A..7..H.D$@.........H.D$8. | 
| 42e20 |  00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24    58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7  | ...H.D$0....H.D$X....H.D$P....H. | 
| 42e40 |  44 24 18 00 00 00 00 e9 ec 4e ff ff 48 8b 4c 24    50 44 8b 7c 24 18 48 8b 6c 24 38 4c 8b 74 24 68  | D$.......N..H.L$PD.|$.H.l$8L.t$h | 
| 42e60 |  8b 01 89 44 24 18 83 c0 01 74 7b 89 01 48 8b 44    24 78 48 89 cb 4c 89 64 24 38 49 89 ec 48 89 44  | ...D$....t{..H.D$xH..L.d$8I..H.D | 
| 42e80 |  24 30 48 c7 44 24 18 00 00 00 00 e9 a7 65 ff ff    48 8b 6c 24 38 48 8b 44 24 78 45 31 c9 45 31 d2  | $0H.D$.......e..H.l$8H.D$xE1.E1. | 
| 42ea0 |  4c 89 64 24 38 4c 8b 74 24 68 45 31 ff 31 db 49    89 ec 48 89 44 24 30 48 8b bc 24 90 00 00 00 41  | L.d$8L.t$hE1.1.I..H.D$0H..$....A | 
| 42ec0 |  bb e6 37 00 00 48 c7 44 24 20 00 00 00 00 48 8b    6c 24 60 ba f5 03 00 00 48 c7 44 24 18 00 00 00  | ..7..H.D$.....H.l$`.....H.D$.... | 
| 42ee0 |  00 e9 52 4e ff ff 48 8b 44 24 78 48 8b 5c 24 50    4c 89 64 24 38 49 89 ec 48 c7 44 24 18 00 00 00  | ..RN..H.D$xH.\$PL.d$8I..H.D$.... | 
| 42f00 |  00 48 89 44 24 30 e9 2c 65 ff ff 48 89 44 24 18    49 89 e9 48 8b 44 24 78 45 31 ff 48 8b 6c 24 38  | .H.D$0.,e..H.D$.I..H.D$xE1.H.l$8 | 
| 42f20 |  4c 8b 74 24 68 31 db 4c 89 64 24 38 48 89 44 24    30 48 8b bc 24 90 00 00 00 ba f6 03 00 00 41 bb  | L.t$h1.L.d$8H.D$0H..$.........A. | 
| 42f40 |  f3 37 00 00 48 c7 44 24 20 00 00 00 00 49 89 ec    48 8b 6c 24 60 e9 de 4d ff ff 48 8b 6c 24 38 49  | .7..H.D$.....I..H.l$`..M..H.l$8I | 
| 42f60 |  89 c1 48 8b 44 24 78 45 31 d2 4c 89 64 24 38 4c    8b 74 24 68 45 31 ff 31 db 49 89 ec 48 89 44 24  | ..H.D$xE1.L.d$8L.t$hE1.1.I..H.D$ | 
| 42f80 |  30 48 8b bc 24 90 00 00 00 41 bb f1 37 00 00 48    c7 44 24 20 00 00 00 00 48 8b 6c 24 60 ba f6 03  | 0H..$....A..7..H.D$.....H.l$`... | 
| 42fa0 |  00 00 48 c7 44 24 18 00 00 00 00 e9 88 4d ff ff    49 89 ee 45 31 ff e9 28 7f ff ff 48 c7 44 24 20  | ..H.D$.......M..I..E1..(...H.D$. | 
| 42fc0 |  00 00 00 00 4c 8b 64 24 68 45 31 c9 31 db 48 c7    44 24 48 00 00 00 00 45 31 d2 48 8b bc 24 90 00  | ....L.d$hE1.1.H.D$H....E1.H..$.. | 
| 42fe0 |  00 00 45 31 ff 48 c7 44 24 40 00 00 00 00 48 8b    6c 24 60 41 bb c2 37 00 00 ba f4 03 00 00 48 c7  | ..E1.H.D$@....H.l$`A..7.......H. | 
| 43000 |  44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00    48 c7 44 24 58 00 00 00 00 48 c7 44 24 18 00 00  | D$8....H.D$0....H.D$X....H.D$... | 
| 43020 |  00 00 e9 11 4d ff ff 48 c7 44 24 20 00 00 00 00    4c 8b 64 24 68 45 31 d2 31 db 48 c7 44 24 48 00  | ....M..H.D$.....L.d$hE1.1.H.D$H. | 
| 43040 |  00 00 00 48 8b 6c 24 60 45 31 ff 41 bb d6 37 00    00 48 c7 44 24 40 00 00 00 00 ba f4 03 00 00 48  | ...H.l$`E1.A..7..H.D$@.........H | 
| 43060 |  8b bc 24 90 00 00 00 48 c7 44 24 38 00 00 00 00    48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00  | ..$....H.D$8....H.D$0....H.D$X.. | 
| 43080 |  00 00 48 c7 44 24 18 00 00 00 00 e9 a8 4c ff ff    48 8b 6c 24 38 4c 89 74 24 30 45 31 c9 45 31 d2  | ..H.D$.......L..H.l$8L.t$0E1.E1. | 
| 430a0 |  4c 89 64 24 38 4c 8b 74 24 68 45 31 ff 31 db 49    89 ec 48 8b bc 24 90 00 00 00 48 c7 44 24 20 00  | L.d$8L.t$hE1.1.I..H..$....H.D$.. | 
| 430c0 |  00 00 00 41 bb 17 38 00 00 48 c7 44 24 18 00 00    00 00 48 8b 6c 24 60 ba f7 03 00 00 e9 57 4c ff  | ...A..8..H.D$.....H.l$`......WL. | 
| 430e0 |  ff 48 8b 6c 24 38 4c 89 74 24 30 45 31 c9 45 31    ff 4c 89 64 24 38 4c 8b 74 24 68 31 db 41 bb 16  | .H.l$8L.t$0E1.E1.L.d$8L.t$h1.A.. | 
| 43100 |  38 00 00 49 89 ec 48 89 44 24 18 48 8b bc 24 90    00 00 00 ba f7 03 00 00 48 c7 44 24 20 00 00 00  | 8..I..H.D$.H..$.........H.D$.... | 
| 43120 |  00 48 8b 6c 24 60 e9 0d 4c ff ff e8 a0 20 fc ff    e9 ff 7e ff ff 48 8b 6c 24 38 48 8b 44 24 78 4d  | .H.l$`..L.........~..H.l$8H.D$xM | 
| 43140 |  89 f0 45 31 ff 4c 89 64 24 38 4c 8b 74 24 68 4d    89 c1 31 db 49 89 ec 4c 89 54 24 18 48 8b 6c 24  | ..E1.L.d$8L.t$hM..1.I..L.T$.H.l$ | 
| 43160 |  60 41 bb 08 38 00 00 48 c7 44 24 20 00 00 00 00    48 8b bc 24 90 00 00 00 ba f6 03 00 00 48 89 44  | `A..8..H.D$.....H..$.........H.D | 
| 43180 |  24 30 e9 b1 4b ff ff 4c 89 f7 e8 41 20 fc ff e9    fc 7d ff ff 48 89 ef e8 34 20 fc ff e9 42 7d ff  | $0..K..L...A.....}..H...4....B}. | 
| 431a0 |  ff 41 bf 01 00 00 00 e9 37 7d ff ff 4c 8b 7d 18    4d 85 ff 0f 84 70 7f ff ff 41 8b 07 4c 8b 45 10  | .A......7}..L.}.M....p...A..L.E. | 
| 431c0 |  83 c0 01 74 03 41 89 07 41 8b 00 83 c0 01 74 03    41 89 00 48 8b bc 24 a0 00 00 00 4c 89 84 24 a0  | ...t.A..A.....t.A..H..$....L..$. | 
| 431e0 |  00 00 00 4c 89 c5 48 8b 07 85 c0 78 3c 48 83 e8    01 48 89 07 74 1c 48 8b ac 24 a0 00 00 00 b8 01  | ...L..H....x<H...H..t.H..$...... | 
| 43200 |  00 00 00 e9 21 7f ff ff e8 c3 1f fc ff e9 88 7f    ff ff e8 b9 1f fc ff 48 8b ac 24 a0 00 00 00 b8  | ....!..................H..$..... | 
| 43220 |  01 00 00 00 e9 00 7f ff ff b8 01 00 00 00 e9 f6    7e ff ff 49 89 e9 48 8b 6c 24 38 4c 89 74 24 30  | ................~..I..H.l$8L.t$0 | 
| 43240 |  45 31 ff 4c 89 64 24 38 4c 8b 74 24 68 31 db 41    bb 39 38 00 00 49 89 ec 48 89 44 24 18 48 8b bc  | E1.L.d$8L.t$h1.A.98..I..H.D$.H.. | 
| 43260 |  24 90 00 00 00 ba f9 03 00 00 48 c7 44 24 20 00    00 00 00 48 8b 6c 24 60 e9 bb 4a ff ff 48 8b 6c  | $.........H.D$.....H.l$`..J..H.l | 
| 43280 |  24 38 4c 89 74 24 30 49 89 c1 45 31 d2 4c 89 64    24 38 4c 8b 74 24 68 45 31 ff 31 db 49 89 ec 48  | $8L.t$0I..E1.L.d$8L.t$hE1.1.I..H | 
| 432a0 |  8b bc 24 90 00 00 00 48 c7 44 24 20 00 00 00 00    41 bb 37 38 00 00 48 c7 44 24 18 00 00 00 00 48  | ..$....H.D$.....A.78..H.D$.....H | 
| 432c0 |  8b 6c 24 60 ba f9 03 00 00 e9 6a 4a ff ff 48 8b    6c 24 38 4c 89 74 24 30 45 31 c9 45 31 d2 4c 89  | .l$`......jJ..H.l$8L.t$0E1.E1.L. | 
| 432e0 |  64 24 38 4c 8b 74 24 68 45 31 ff 31 db 49 89 ec    48 8b bc 24 90 00 00 00 48 c7 44 24 20 00 00 00  | d$8L.t$hE1.1.I..H..$....H.D$.... | 
| 43300 |  00 41 bb 24 38 00 00 48 c7 44 24 18 00 00 00 00    48 8b 6c 24 60 ba f8 03 00 00 e9 19 4a ff ff 48  | .A.$8..H.D$.....H.l$`.......J..H | 
| 43320 |  8b 6c 24 38 4c 89 74 24 30 45 31 c9 45 31 ff 4c    89 64 24 38 4c 8b 74 24 68 31 db 41 bb 22 38 00  | .l$8L.t$0E1.E1.L.d$8L.t$h1.A."8. | 
| 43340 |  00 49 89 ec 48 89 44 24 18 48 8b bc 24 90 00 00    00 ba f8 03 00 00 48 c7 44 24 20 00 00 00 00 48  | .I..H.D$.H..$.........H.D$.....H | 
| 43360 |  8b 6c 24 60 e9 cf 49 ff ff e8 62 1e fc ff e9 3d    7d ff ff 48 89 ef e8 55 1e fc ff e9 8d 7d ff ff  | .l$`..I...b....=}..H...U.....}.. | 
| 43380 |  48 8b 6c 24 38 4c 89 74 24 30 49 89 c1 45 31 d2    4c 89 7c 24 38 4c 8b 74 24 68 45 31 ff 31 db 49  | H.l$8L.t$0I..E1.L.|$8L.t$hE1.1.I | 
| 433a0 |  89 ec 48 8b bc 24 90 00 00 00 48 c7 44 24 20 00    00 00 00 41 bb 86 38 00 00 48 c7 44 24 18 00 00  | ..H..$....H.D$.....A..8..H.D$... | 
| 433c0 |  00 00 48 8b 6c 24 60 ba fc 03 00 00 e9 67 49 ff    ff 48 8b 6c 24 38 4c 89 74 24 30 45 31 c9 45 31  | ..H.l$`......gI..H.l$8L.t$0E1.E1 | 
| 433e0 |  d2 48 89 44 24 18 4c 8b 74 24 68 31 db 41 bb 84    38 00 00 49 89 ec 4c 89 7c 24 38 48 8b 6c 24 60  | .H.D$.L.t$h1.A..8..I..L.|$8H.l$` | 
| 43400 |  ba fc 03 00 00 48 c7 44 24 20 00 00 00 00 e9 57    49 ff ff 48 89 ef e8 b5 1d fc ff e9 50 7f ff ff  | .....H.D$......WI..H........P... | 
| 43420 |  e8 ab 1d fc ff e9 b6 7f ff ff 49 89 e9 48 8b 6c    24 38 4c 89 74 24 30 45 31 d2 4c 89 64 24 38 4c  | ..........I..H.l$8L.t$0E1.L.d$8L | 
| 43440 |  8b 74 24 68 45 31 ff 31 db 49 89 ec 48 8b bc 24    90 00 00 00 48 c7 44 24 20 00 00 00 00 41 bb 74  | .t$hE1.1.I..H..$....H.D$.....A.t | 
| 43460 |  38 00 00 48 c7 44 24 18 00 00 00 00 48 8b 6c 24    60 ba fb 03 00 00 e9 bd 48 ff ff 48 8b 6c 24 38  | 8..H.D$.....H.l$`.......H..H.l$8 | 
| 43480 |  4c 89 74 24 30 49 89 c1 45 31 d2 4c 89 64 24 38    4c 8b 74 24 68 45 31 ff 31 db 49 89 ec 48 8b bc  | L.t$0I..E1.L.d$8L.t$hE1.1.I..H.. | 
| 434a0 |  24 90 00 00 00 48 c7 44 24 20 00 00 00 00 41 bb    72 38 00 00 48 c7 44 24 18 00 00 00 00 48 8b 6c  | $....H.D$.....A.r8..H.D$.....H.l | 
| 434c0 |  24 60 ba fb 03 00 00 e9 6c 48 ff ff 49 89 e9 48    8b 6c 24 38 4c 89 74 24 30 45 31 d2 4c 89 64 24  | $`......lH..I..H.l$8L.t$0E1.L.d$ | 
| 434e0 |  38 4c 8b 74 24 68 31 db 41 bb 75 38 00 00 49 89    ec 48 89 44 24 18 48 8b 6c 24 60 ba fb 03 00 00  | 8L.t$h1.A.u8..I..H.D$.H.l$`..... | 
| 43500 |  48 c7 44 24 20 00 00 00 00 e9 5c 48 ff ff e8 bd    1c fc ff e9 36 7e ff ff 49 89 eb 48 8b 6c 24 38  | H.D$......\H........6~..I..H.l$8 | 
| 43520 |  4c 89 74 24 30 45 31 c9 4c 89 64 24 38 4d 89 dd    4c 8b 74 24 68 45 31 ff 49 89 ec 48 89 44 24 18  | L.t$0E1.L.d$8M..L.t$hE1.I..H.D$. | 
| 43540 |  48 8b 6c 24 60 31 db 48 c7 44 24 20 00 00 00 00    41 bb 5e 38 00 00 ba fa 03 00 00 48 8b bc 24 90  | H.l$`1.H.D$.....A.^8.......H..$. | 
| 43560 |  00 00 00 e9 d0 47 ff ff 49 89 eb 48 8b 6c 24 38    4c 89 74 24 30 45 31 c9 4c 89 64 24 38 4d 89 dd  | .....G..I..H.l$8L.t$0E1.L.d$8M.. | 
| 43580 |  4c 8b 74 24 68 45 31 ff 49 89 ec 48 89 44 24 18    48 8b 6c 24 60 31 db 48 c7 44 24 20 00 00 00 00  | L.t$hE1.I..H.D$.H.l$`1.H.D$..... | 
| 435a0 |  41 bb 5c 38 00 00 ba fa 03 00 00 48 8b bc 24 90    00 00 00 e9 80 47 ff ff 48 8b 6c 24 38 4c 89 74  | A.\8.......H..$......G..H.l$8L.t | 
| 435c0 |  24 30 45 31 c9 45 31 ff 4c 89 64 24 38 4c 8b 74    24 68 31 db 41 bb 4e 38 00 00 49 89 ec 4c 89 54  | $0E1.E1.L.d$8L.t$h1.A.N8..I..L.T | 
| 435e0 |  24 18 48 8b bc 24 90 00 00 00 ba f9 03 00 00 48    c7 44 24 20 00 00 00 00 48 8b 6c 24 60 e9 36 47  | $.H..$.........H.D$.....H.l$`.6G | 
| 43600 |  ff ff e8 c9 1b fc ff e9 18 7c ff ff 48 8b 6c 24    38 4c 89 74 24 30 45 31 c9 45 31 ff 4c 89 64 24  | .........|..H.l$8L.t$0E1.E1.L.d$ | 
| 43620 |  38 4c 8b 74 24 68 31 db 41 bb 6b 38 00 00 49 89    ec 48 89 44 24 18 48 8b bc 24 90 00 00 00 ba fb  | 8L.t$h1.A.k8..I..H.D$.H..$...... | 
| 43640 |  03 00 00 48 c7 44 24 20 00 00 00 00 48 8b 6c 24    60 e9 e2 46 ff ff 48 89 ef e8 72 1b fc ff e9 eb  | ...H.D$.....H.l$`..F..H...r..... | 
| 43660 |  7b ff ff 48 8b 6c 24 38 4c 89 74 24 30 45 31 c9    45 31 ff 4c 89 64 24 38 4c 8b 74 24 68 31 db 41  | {..H.l$8L.t$0E1.E1.L.d$8L.t$h1.A | 
| 43680 |  bb 6d 38 00 00 49 89 ec 48 89 44 24 18 48 8b bc    24 90 00 00 00 ba fb 03 00 00 48 c7 44 24 20 00  | .m8..I..H.D$.H..$.........H.D$.. | 
| 436a0 |  00 00 00 48 8b 6c 24 60 e9 8b 46 ff ff e8 1e 1b    fc ff e9 6f 7c ff ff 66 0f 1f 84 00 00 00 00 00  | ...H.l$`..F........o|..f........ | 
| 436c0 |  41 57 48 8d 05 a7 91 06 00 41 56 41 55 41 54 55    53 48 89 d3 48 81 ec 98 00 00 00 48 89 44 24 60  | AWH......AVAUATUSH..H......H.D$` | 
| 436e0 |  48 83 e8 38 48 89 44 24 68 48 05 b0 00 00 00 48    89 44 24 70 48 05 f8 02 00 00 48 89 44 24 78 48  | H..8H.D$hH.....H.D$pH.....H.D$xH | 
| 43700 |  8b 05 72 78 06 00 48 89 7c 24 08 48 c7 44 24 40    00 00 00 00 48 c7 44 24 48 00 00 00 00 48 c7 44  | ..rx..H.|$.H.D$@....H.D$H....H.D | 
| 43720 |  24 50 00 00 00 00 48 c7 84 24 80 00 00 00 00 00    00 00 48 89 44 24 58 48 85 c9 0f 84 f0 0a 00 00  | $P....H..$........H.D$XH........ | 
| 43740 |  4c 8d 34 d6 48 83 fa 04 0f 87 f6 0a 00 00 48 8d    15 ff 82 01 00 48 89 cd 48 63 04 9a 48 01 d0 ff  | L.4.H.........H......H..Hc..H... | 
| 43760 |  e0 0f 1f 80 00 00 00 00 48 8b 46 18 48 89 44 24    58 48 8b 46 10 48 89 44 24 50 48 8b 46 08 48 8b  | ........H.F.H.D$XH.F.H.D$PH.F.H. | 
| 43780 |  4d 10 48 89 44 24 48 48 8b 06 48 89 44 24 40 48    83 fb 02 0f 84 57 11 00 00 48 83 fb 02 0f 8f 0d  | M.H.D$HH..H.D$@H.....W...H...... | 
| 437a0 |  01 00 00 48 85 db 0f 84 70 0b 00 00 49 89 cd 48    83 fb 01 0f 85 bc 00 00 00 4c 8b 25 78 90 06 00  | ...H....p...I..H.........L.%x... | 
| 437c0 |  4d 85 ed 0f 8e a1 12 00 00 31 c0 eb 10 0f 1f 00    48 83 c0 01 4c 39 e8 0f 84 63 11 00 00 4c 3b 64  | M........1......H...L9...c...L;d | 
| 437e0 |  c5 18 75 ec 49 8b 04 c6 48 89 44 24 48 48 85 c0    0f 84 7d 12 00 00 4c 8b 6d 10 48 83 e9 01 4c 8b  | ..u.I...H.D$HH....}...L.m.H...L. | 
| 43800 |  25 e3 90 06 00 4d 85 ed 0f 8e b2 0f 00 00 31 c0    eb 13 66 0f 1f 44 00 00 48 83 c0 01 4c 39 e8 0f  | %....M........1...f..D..H...L9.. | 
| 43820 |  84 73 0e 00 00 4c 3b 64 c5 18 75 ec 49 8b 04 c6    48 89 44 24 50 48 85 c0 0f 84 8b 0f 00 00 48 83  | .s...L;d..u.I...H.D$PH........H. | 
| 43840 |  e9 01 48 85 c9 7e 79 48 8b 15 92 93 06 00 4c 89    f6 48 89 ef 48 89 4c 24 10 e8 82 11 fd ff 48 85  | ..H..~yH......L..H..H.L$......H. | 
| 43860 |  c0 0f 84 0a 17 00 00 48 8b 4c 24 10 48 89 44 24    58 48 83 e9 01 48 85 c9 7e 46 48 8d 4c 24 40 48  | .......H.L$.H.D$XH...H..~FH.L$@H | 
| 43880 |  8d 54 24 60 49 89 d8 4c 89 f6 4c 8d 0d cc 80 01    00 48 89 ef e8 87 15 fd ff 85 c0 79 23 be de 57  | .T$`I..L..L......H.........y#..W | 
| 438a0 |  00 00 e9 f1 09 00 00 66 0f 1f 84 00 00 00 00 00    48 83 fb 03 75 bf 48 85 c9 7f 8c 0f 1f 44 00 00  | .......f........H...u.H......D.. | 
| 438c0 |  48 8b 44 24 58 4c 8b 7c 24 40 48 8b 5c 24 48 4c    8b 74 24 50 48 89 44 24 10 48 8b 05 40 98 06 00  | H.D$XL.|$@H.\$HL.t$PH.D$.H..@... | 
| 438e0 |  bf 07 00 00 00 48 8b a8 28 02 00 00 ff 90 68 01    00 00 45 31 c9 31 c9 31 d2 48 89 c6 41 b8 00 01  | .....H..(.....h...E1.1.1.H..A... | 
| 43900 |  00 00 4c 89 ff ff d5 49 89 c4 48 85 c0 0f 84 a5    13 00 00 8b 00 83 c0 01 74 04 41 89 04 24 49 8b  | ..L....I..H.............t.A..$I. | 
| 43920 |  04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84    54 0d 00 00 48 8b 05 e5 97 06 00 bf 07 00 00 00  | .$..x.H...I..$..T...H........... | 
| 43940 |  48 8b a8 28 02 00 00 ff 90 68 01 00 00 45 31 c9    31 c9 31 d2 48 89 c6 41 b8 00 01 00 00 48 89 df  | H..(.....h...E1.1.1.H..A.....H.. | 
| 43960 |  ff d5 48 89 c5 48 85 c0 0f 84 7a 13 00 00 8b 00    83 c0 01 74 03 89 45 00 48 8b 45 00 85 c0 78 0e  | ..H..H....z........t..E.H.E...x. | 
| 43980 |  48 83 e8 01 48 89 45 00 0f 84 42 0f 00 00 48 8b    05 8b 97 06 00 bf 07 00 00 00 4c 8b a8 28 02 00  | H...H.E...B...H...........L..(.. | 
| 439a0 |  00 ff 90 68 01 00 00 45 31 c9 31 c9 31 d2 48 89    c6 41 b8 00 01 00 00 4c 89 f7 41 ff d5 49 89 c5  | ...h...E1.1.1.H..A.....L..A..I.. | 
| 439c0 |  48 85 c0 0f 84 3f 13 00 00 8b 00 83 c0 01 74 04    41 89 45 00 49 8b 45 00 85 c0 78 0e 48 83 e8 01  | H....?........t.A.E.I.E...x.H... | 
| 439e0 |  49 89 45 00 0f 84 f6 0e 00 00 8b 45 18 41 3b 44    24 18 0f 84 c8 0a 00 00 4c 8b 35 e1 8e 06 00 48  | I.E........E.A;D$.......L.5....H | 
| 43a00 |  8b 3d 3a 85 06 00 49 8b 56 18 4c 89 f6 e8 4e 1b    fc ff 49 89 c2 48 85 c0 0f 84 ea 15 00 00 8b 00  | .=:...I.V.L...N...I..H.......... | 
| 43a20 |  83 c0 01 74 03 41 89 02 49 8b 42 08 4c 89 54 24    18 4c 89 d7 48 8b 35 ad 88 06 00 48 8b 80 90 00  | ...t.A..I.B.L.T$.L..H.5....H.... | 
| 43a40 |  00 00 48 85 c0 0f 84 bd 16 00 00 ff d0 4c 8b 54    24 18 49 89 c6 4d 85 f6 0f 84 bc 16 00 00 49 8b  | ..H..........L.T$.I..M........I. | 
| 43a60 |  02 85 c0 78 11 48 83 e8 01 49 89 02 75 08 4c 89    d7 e8 5a 17 fc ff 48 8b 1d 63 8e 06 00 48 8b 3d  | ...x.H...I..u.L...Z...H..c...H.= | 
| 43a80 |  bc 84 06 00 48 8b 53 18 48 89 de e8 d0 1a fc ff    49 89 c7 48 85 c0 0f 84 1e 13 00 00 8b 00 83 c0  | ....H.S.H.......I..H............ | 
| 43aa0 |  01 74 03 41 89 07 49 8b 47 08 48 8b 35 67 8c 06    00 4c 89 ff 48 8b 80 90 00 00 00 48 85 c0 0f 84  | .t.A..I.G.H.5g...L..H......H.... | 
| 43ac0 |  cc 16 00 00 ff d0 49 89 c3 49 8b 07 4d 85 db 0f    84 a1 16 00 00 85 c0 78 0d 48 83 e8 01 49 89 07  | ......I..I..M..........x.H...I.. | 
| 43ae0 |  0f 84 7a 13 00 00 4c 8b 3d f3 8d 06 00 48 8b 3d    4c 84 06 00 4c 89 5c 24 18 49 8b 57 18 4c 89 fe  | ..z...L.=....H.=L...L.\$.I.W.L.. | 
| 43b00 |  e8 5b 1a fc ff 4c 8b 5c 24 18 48 85 c0 49 89 c0    0f 84 96 16 00 00 8b 00 83 c0 01 74 03 41 89 00  | .[...L.\$.H..I.............t.A.. | 
| 43b20 |  49 8b 40 08 4c 89 5c 24 20 4c 89 c7 4c 89 44 24    18 48 8b 35 80 87 06 00 48 8b 80 90 00 00 00 48  | I.@.L.\$.L..L.D$.H.5....H......H | 
| 43b40 |  85 c0 0f 84 cf 16 00 00 ff d0 4c 8b 44 24 18 4c    8b 5c 24 20 49 89 c7 4d 85 ff 0f 84 ce 16 00 00  | ..........L.D$.L.\$.I..M........ | 
| 43b60 |  49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00 0f 84    8c 13 00 00 48 8b 1d 7d 73 06 00 49 39 5f 08 0f  | I....x.H...I........H..}s..I9_.. | 
| 43b80 |  84 e4 16 00 00 48 8d 74 24 68 ba 02 00 00 00 4c    89 ff 4c 89 5c 24 18 48 c7 44 24 60 00 00 00 00  | .....H.t$h.....L..L.\$.H.D$`.... | 
| 43ba0 |  4c 89 64 24 68 48 89 6c 24 70 e8 c1 1b fd ff 4c    8b 5c 24 18 4d 89 f9 49 89 c0 4d 89 cf ba 74 0f  | L.d$hH.l$p.....L.\$.M..I..M...t. | 
| 43bc0 |  00 00 be 25 59 00 00 4d 85 c0 0f 84 dd 10 00 00    49 8b 01 85 c0 78 0d 48 83 e8 01 49 89 01 0f 84  | ...%Y..M........I....x.H...I.... | 
| 43be0 |  6c 13 00 00 49 39 5b 08 0f 84 5e 17 00 00 4c 89    df 48 8d 74 24 68 ba 02 00 00 00 4c 89 44 24 68  | l...I9[...^...L..H.t$h.....L.D$h | 
| 43c00 |  4c 89 44 24 20 4c 89 5c 24 18 48 c7 44 24 60 00    00 00 00 4c 89 6c 24 70 e8 53 1b fd ff 4c 8b 5c  | L.D$.L.\$.H.D$`....L.l$p.S...L.\ | 
| 43c20 |  24 18 4c 8b 44 24 20 49 89 c2 4d 89 df 49 8b 00    85 c0 78 0d 48 83 e8 01 49 89 00 0f 84 f7 12 00  | $.L.D$.I..M..I....x.H...I....... | 
| 43c40 |  00 4d 89 fb ba 74 0f 00 00 be 3c 59 00 00 4d 85    d2 0f 84 35 07 00 00 49 8b 07 85 c0 78 0d 48 83  | .M...t....<Y..M....5...I....x.H. | 
| 43c60 |  e8 01 49 89 07 0f 84 1e 13 00 00 49 39 5e 08 0f    84 00 18 00 00 48 8d 74 24 68 ba 01 00 00 00 4c  | ..I........I9^.......H.t$h.....L | 
| 43c80 |  89 f7 4d 89 f7 4c 89 54 24 68 4c 89 54 24 18 48    c7 44 24 60 00 00 00 00 e8 d3 1a fd ff 4c 8b 54  | ..M..L.T$hL.T$.H.D$`.........L.T | 
| 43ca0 |  24 18 49 89 c3 49 8b 02 85 c0 78 0d 48 83 e8 01    49 89 02 0f 84 e7 12 00 00 4d 85 db 0f 84 9c 17  | $.I..I....x.H...I........M...... | 
| 43cc0 |  00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07    0f 84 ae 10 00 00 4c 3b 1d a3 72 06 00 0f 94 c0  | ..I....x.H...I........L;..r..... | 
| 43ce0 |  4c 3b 1d 61 72 06 00 0f 94 c2 08 c2 75 0d 4c 3b    1d 83 72 06 00 0f 85 3d 10 00 00 44 0f b6 f0 49  | L;.ar.......u.L;..r....=...D...I | 
| 43d00 |  8b 03 85 c0 78 0d 48 83 e8 01 49 89 03 0f 84 9a    10 00 00 45 85 f6 0f 85 60 18 00 00 49 8b 44 24  | ....x.H...I........E....`...I.D$ | 
| 43d20 |  08 48 8b 35 f0 85 06 00 4c 89 e7 48 8b 80 90 00    00 00 48 85 c0 0f 84 cb 18 00 00 ff d0 49 89 c6  | .H.5....L..H......H..........I.. | 
| 43d40 |  4d 85 f6 0f 84 ca 18 00 00 48 8b 3d 90 8b 06 00    e8 eb eb fd ff 49 89 c2 48 85 c0 0f 84 fe 18 00  | M........H.=.........I..H....... | 
| 43d60 |  00 48 8b 40 08 4c 89 54 24 18 4c 89 d7 48 8b 35    c4 88 06 00 48 8b 80 90 00 00 00 48 85 c0 0f 84  | .H.@.L.T$.L..H.5....H......H.... | 
| 43d80 |  00 19 00 00 ff d0 4c 8b 54 24 18 49 89 c3 4d 85    db 0f 84 dc 18 00 00 49 8b 02 85 c0 78 1b 48 83  | ......L.T$.I..M........I....x.H. | 
| 43da0 |  e8 01 49 89 02 75 12 4c 89 d7 4c 89 5c 24 18 e8    1c 14 fc ff 4c 8b 5c 24 18 49 39 5e 08 0f 85 4e  | ..I..u.L..L.\$......L.\$.I9^...N | 
| 43dc0 |  10 00 00 4d 8b 46 18 4d 85 c0 0f 84 41 10 00 00    41 8b 00 4d 8b 4e 10 83 c0 01 74 03 41 89 00 41  | ...M.F.M....A...A..M.N....t.A..A | 
| 43de0 |  8b 01 83 c0 01 74 03 41 89 01 49 8b 06 85 c0 78    0d 48 83 e8 01 49 89 06 0f 84 10 16 00 00 66 49  | .....t.A..I....x.H...I........fI | 
| 43e00 |  0f 6e c0 66 49 0f 6e eb 4c 89 cf ba 02 00 00 00    66 0f 6c c5 48 8d 74 24 60 4c 89 44 24 28 4c 89  | .n.fI.n.L.......f.l.H.t$`L.D$(L. | 
| 43e20 |  5c 24 20 4c 89 4c 24 18 0f 29 44 24 60 e8 3e 19    fd ff 4c 8b 44 24 28 4c 8b 4c 24 18 49 89 c7 4c  | \$.L.L$..)D$`.>...L.D$(L.L$.I..L | 
| 43e40 |  8b 5c 24 20 49 8b 00 85 c0 78 0d 48 83 e8 01 49    89 00 0f 84 cd 16 00 00 49 8b 03 85 c0 78 0d 48  | .\$.I....x.H...I........I....x.H | 
| 43e60 |  83 e8 01 49 89 03 0f 84 e6 13 00 00 4d 85 ff 0f    84 59 18 00 00 49 8b 01 85 c0 78 0d 48 83 e8 01  | ...I........M....Y...I....x.H... | 
| 43e80 |  49 89 01 0f 84 a9 14 00 00 4c 3b 3d e8 70 06 00    0f 85 5f 18 00 00 49 8b 04 24 85 c0 78 0e 48 83  | I........L;=.p...._...I..$..x.H. | 
| 43ea0 |  e8 01 49 89 04 24 0f 84 93 14 00 00 48 8b 35 65    84 06 00 48 89 ef e8 d5 f7 fc ff 49 89 c6 48 85  | ..I..$......H.5e...H.......I..H. | 
| 43ec0 |  c0 0f 84 5f 18 00 00 48 8b 3d 12 8a 06 00 e8 6d    ea fd ff 49 89 c2 48 85 c0 0f 84 ea 18 00 00 48  | ..._...H.=.....m...I..H........H | 
| 43ee0 |  8b 35 52 87 06 00 48 89 c7 48 89 44 24 18 e8 9d    f7 fc ff 4c 8b 54 24 18 48 85 c0 49 89 c0 0f 84  | .5R...H..H.D$......L.T$.H..I.... | 
| 43f00 |  dc 18 00 00 49 8b 02 85 c0 78 0d 48 83 e8 01 49    89 02 0f 84 2e 16 00 00 49 39 5e 08 0f 85 d6 18  | ....I....x.H...I........I9^..... | 
| 43f20 |  00 00 4d 8b 66 18 4d 85 e4 0f 84 fb 18 00 00 41    8b 04 24 4d 8b 4e 10 83 c0 01 74 04 41 89 04 24  | ..M.f.M........A..$M.N....t.A..$ | 
| 43f40 |  41 8b 01 83 c0 01 74 03 41 89 01 49 8b 06 85 c0    0f 88 87 16 00 00 48 83 e8 01 48 8d 74 24 60 ba  | A.....t.A..I..........H...H.t$`. | 
| 43f60 |  02 00 00 00 49 89 06 0f 84 bd 16 00 00 66 49 0f    6e f0 66 49 0f 6e c4 4c 89 cf 4c 89 44 24 28 66  | ....I........fI.n.fI.n.L..L.D$(f | 
| 43f80 |  0f 6c c6 4c 89 4c 24 20 0f 29 44 24 60 e8 de 17    fd ff 4c 89 e7 48 89 44 24 18 e8 c1 f7 fc ff 4c  | .l.L.L$..)D$`.....L..H.D$......L | 
| 43fa0 |  8b 44 24 28 4c 8b 4c 24 20 49 8b 00 85 c0 78 0d    48 83 e8 01 49 89 00 0f 84 a0 15 00 00 48 83 7c  | .D$(L.L$.I....x.H...I........H.| | 
| 43fc0 |  24 18 00 0f 84 44 18 00 00 49 8b 01 85 c0 78 0d    48 83 e8 01 49 89 01 0f 84 0f 16 00 00 48 8b 44  | $....D...I....x.H...I........H.D | 
| 43fe0 |  24 18 48 3b 05 8f 6f 06 00 0f 85 4d 18 00 00 48    8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f  | $.H;..o....M...H.E...x.H...H.E.. | 
| 44000 |  84 f4 15 00 00 48 8b 35 0c 83 06 00 4c 89 ef e8    7c f6 fc ff 49 89 c6 48 85 c0 0f 84 52 18 00 00  | .....H.5....L...|...I..H....R... | 
| 44020 |  48 8b 3d b9 88 06 00 e8 14 e9 fd ff 49 89 c2 48    85 c0 0f 84 59 18 00 00 48 8b 35 f9 85 06 00 48  | H.=.........I..H....Y...H.5....H | 
| 44040 |  89 c7 48 89 44 24 20 e8 44 f6 fc ff 4c 8b 54 24    20 48 85 c0 49 89 c3 0f 84 b3 18 00 00 49 8b 02  | ..H.D$..D...L.T$.H..I........I.. | 
| 44060 |  85 c0 78 0d 48 83 e8 01 49 89 02 0f 84 25 16 00    00 49 39 5e 08 0f 85 ce 18 00 00 49 8b 6e 18 48  | ..x.H...I....%...I9^.......I.n.H | 
| 44080 |  85 ed 0f 84 f6 18 00 00 8b 45 00 4d 8b 46 10 83    c0 01 74 03 89 45 00 41 8b 00 83 c0 01 74 03 41  | .........E.M.F....t..E.A.....t.A | 
| 440a0 |  89 00 49 8b 06 85 c0 0f 88 93 16 00 00 48 83 e8    01 48 8d 74 24 60 ba 02 00 00 00 49 89 06 0f 84  | ..I..........H...H.t$`.....I.... | 
| 440c0 |  b9 16 00 00 66 49 0f 6e fb 66 48 0f 6e c5 4c 89    c7 4c 89 5c 24 30 66 0f 6c c7 4c 89 44 24 28 0f  | ....fI.n.fH.n.L..L.\$0f.l.L.D$(. | 
| 440e0 |  29 44 24 60 e8 87 16 fd ff 48 89 ef 48 89 44 24    20 e8 6a f6 fc ff 4c 8b 5c 24 30 4c 8b 54 24 20  | )D$`.....H..H.D$..j...L.\$0L.T$. | 
| 44100 |  4c 8b 44 24 28 49 8b 03 85 c0 78 0d 48 83 e8 01    49 89 03 0f 84 94 15 00 00 4d 85 d2 0f 84 b6 18  | L.D$(I....x.H...I........M...... | 
| 44120 |  00 00 49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00    0f 84 30 16 00 00 4c 3b 15 3b 6e 06 00 0f 85 4d  | ..I....x.H...I....0...L;.;n....M | 
| 44140 |  18 00 00 49 8b 45 00 85 c0 78 0e 48 83 e8 01 49    89 45 00 0f 84 f6 15 00 00 48 8b 44 24 08 4c 8b  | ...I.E...x.H...I.E.......H.D$.L. | 
| 44160 |  98 e8 00 00 00 41 8b 03 83 c0 01 74 03 41 89 03    48 8b 74 24 08 48 83 ec 08 4c 89 d9 4d 89 f8 4c  | .....A.....t.A..H.t$.H...L..M..L | 
| 44180 |  8b 0d f2 86 06 00 48 8d 3d 43 43 01 00 6a 08 ff    35 5b 87 06 00 48 83 c6 20 41 52 4c 89 54 24 40  | ......H.=CC..j..5[...H...ARL.T$@ | 
| 441a0 |  6a 01 ff 35 98 86 06 00 ff 74 24 48 6a 01 48 8b    54 24 50 4c 89 5c 24 48 ff 15 9a 8e 06 00 48 83  | j..5.....t$Hj.H.T$PL.\$H......H. | 
| 441c0 |  c4 40 4c 8b 5c 24 08 4c 8b 54 24 20 48 85 c0 48    89 c3 0f 84 51 17 00 00 49 8b 03 85 c0 78 0d 48  | .@L.\$.L.T$.H..H....Q...I....x.H | 
| 441e0 |  83 e8 01 49 89 03 0f 84 c6 15 00 00 48 89 df 4c    89 54 24 08 4d 89 fc e8 d4 24 fe ff 4c 8b 54 24  | ...I........H..L.T$.M....$..L.T$ | 
| 44200 |  08 48 8b 6c 24 18 48 85 c0 49 89 c3 4d 89 d5 0f    85 4a 04 00 00 45 31 d2 45 31 f6 ba 7f 0f 00 00  | .H.l$.H..I..M....J...E1.E1...... | 
| 44220 |  be 0b 5a 00 00 e9 ae 0a 00 00 66 0f 1f 44 00 00    48 83 fa 03 0f 84 1e 01 00 00 48 83 fa 04 0f 84  | ..Z.......f..D..H.........H..... | 
| 44240 |  8c 00 00 00 48 83 fb 03 48 8d 0d e0 71 01 00 48    8d 05 e2 71 01 00 41 0f 9d c0 48 0f 4d c8 45 0f  | ....H...H...q..H...q..A...H.M.E. | 
| 44260 |  b6 c0 49 83 c0 03 48 83 ec 08 48 8b 05 c7 6c 06    00 48 8d 15 e5 76 01 00 48 8d 35 81 53 01 00 53  | ..I...H...H...l..H...v..H.5.S..S | 
| 44280 |  4c 8d 0d 29 76 01 00 48 8b 38 31 c0 e8 ff 14 fc    ff 58 be f2 57 00 00 5a 48 8d 0d aa 71 01 00 ba  | L..)v..H.81......X..W..ZH...q... | 
| 442a0 |  fa 0e 00 00 48 8d 3d 1d 66 01 00 45 31 e4 e8 fd    17 fd ff 48 81 c4 98 00 00 00 4c 89 e0 5b 5d 41  | ....H.=.f..E1......H......L..[]A | 
| 442c0 |  5c 41 5d 41 5e 41 5f c3 0f 1f 84 00 00 00 00 00    48 8b 46 18 48 89 44 24 10 48 89 44 24 58 4c 8b  | \A]A^A_.........H.F.H.D$.H.D$XL. | 
| 442e0 |  76 10 f3 0f 6f 0e 48 8b 5e 08 4c 8b 3e 4c 89 74    24 50 0f 29 4c 24 40 e9 dd f5 ff ff 0f 1f 40 00  | v...o.H.^.L.>L.t$P.)L$@.......@. | 
| 44300 |  48 8b 06 48 8b 49 10 48 89 44 24 40 e9 88 f4 ff    ff 0f 1f 80 00 00 00 00 48 8b 49 10 48 8b 15 4d  | H..H.I.H.D$@............H.I.H..M | 
| 44320 |  85 06 00 4c 89 f6 48 89 ef 48 89 4c 24 10 e8 ad    06 fd ff 48 89 44 24 40 48 85 c0 0f 84 f8 10 00  | ...L..H..H.L$......H.D$@H....... | 
| 44340 |  00 48 8b 4c 24 10 4c 8b 6d 10 48 83 e9 01 e9 66    f4 ff ff 0f 1f 44 00 00 48 89 44 24 10 e9 7c ff  | .H.L$.L.m.H....f.....D..H.D$..|. | 
| 44360 |  ff ff 45 31 d2 be c9 58 00 00 ba 6f 0f 00 00 49    8b 07 85 c0 78 16 48 83 e8 01 49 89 07 0f 84 ad  | ..E1...X...o...I....x.H...I..... | 
| 44380 |  0d 00 00 4d 85 db 0f 84 cf 16 00 00 45 31 ff 45    31 c0 49 8b 03 85 c0 78 0d 48 83 e8 01 49 89 03  | ...M........E1.E1.I....x.H...I.. | 
| 443a0 |  0f 84 e2 07 00 00 31 db 45 31 db 4d 85 f6 74 14    49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06 0f 84  | ......1.E1.M..t.I....x.H...I.... | 
| 443c0 |  fc 07 00 00 4d 85 d2 74 14 49 8b 02 85 c0 78 0d    48 83 e8 01 49 89 02 0f 84 23 08 00 00 4d 85 db  | ....M..t.I....x.H...I....#...M.. | 
| 443e0 |  74 14 49 8b 03 85 c0 78 0d 48 83 e8 01 49 89 03    0f 84 42 08 00 00 4d 85 c0 74 14 49 8b 00 85 c0  | t.I....x.H...I....B...M..t.I.... | 
| 44400 |  78 0d 48 83 e8 01 49 89 00 0f 84 51 08 00 00 4d    85 ff 74 14 49 8b 07 85 c0 78 0d 48 83 e8 01 49  | x.H...I....Q...M..t.I....x.H...I | 
| 44420 |  89 07 0f 84 58 08 00 00 48 8d 0d 1a 70 01 00 48    8d 3d 92 64 01 00 e8 75 16 fd ff 4d 85 e4 74 19  | ....X...H...p..H.=.d...u...M..t. | 
| 44440 |  49 8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24    0f 84 ca 04 00 00 45 31 e4 48 85 ed 74 16 48 8b  | I..$..x.H...I..$......E1.H..t.H. | 
| 44460 |  45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84    8c 04 00 00 4d 85 ed 74 16 49 8b 45 00 85 c0 78  | E...x.H...H.E.......M..t.I.E...x | 
| 44480 |  0e 48 83 e8 01 49 89 45 00 0f 84 81 04 00 00 48    85 db 0f 84 1b fe ff ff 48 8b 03 85 c0 0f 88 10  | .H...I.E.......H........H....... | 
| 444a0 |  fe ff ff 48 83 e8 01 48 89 03 0f 85 03 fe ff ff    48 89 df e8 18 0d fc ff e9 f6 fd ff ff 0f 1f 00  | ...H...H........H............... | 
| 444c0 |  41 3b 45 18 0f 85 2e f5 ff ff 85 c0 0f 85 26 f5    ff ff 4c 89 ff e8 06 12 fd ff 49 89 c7 48 83 f8  | A;E...........&...L.......I..H.. | 
| 444e0 |  ff 0f 84 f9 0a 00 00 48 89 df e8 f1 11 fd ff 48    89 c3 48 83 f8 ff 0f 84 51 0b 00 00 4c 89 f7 e8  | .......H.......H..H.....Q...L... | 
| 44500 |  dc 11 fd ff 49 89 c0 48 83 f8 ff 0f 84 64 0b 00    00 49 8d 04 1f 49 39 c0 0f 8f 89 0b 00 00 48 8b  | ....I..H.....d...I...I9.......H. | 
| 44520 |  44 24 08 4c 8b 98 e8 00 00 00 41 8b 03 83 c0 01    74 03 41 89 03 4c 89 ff 4c 89 5c 24 18 4c 89 44  | D$.L......A.....t.A..L..L.\$.L.D | 
| 44540 |  24 20 e8 b9 0e fc ff 4c 8b 5c 24 18 48 85 c0 49    89 c7 0f 84 45 07 00 00 48 89 df e8 a0 0e fc ff  | $......L.\$.H..I....E...H....... | 
| 44560 |  4c 8b 5c 24 18 48 85 c0 49 89 c6 0f 84 f1 fd ff    ff 4c 8b 44 24 20 4c 89 c7 e8 82 0e fc ff 4c 8b  | L.\$.H..I........L.D$.L.......L. | 
| 44580 |  5c 24 18 48 85 c0 49 89 c2 0f 84 0e 0c 00 00 48    8b 74 24 08 48 83 ec 08 45 31 c0 4c 89 d9 6a 08  | \$.H..I........H.t$.H...E1.L..j. | 
| 445a0 |  48 8d 3d 29 3f 01 00 41 b9 03 00 00 00 ff 35 3d    83 06 00 48 83 c6 20 50 48 89 44 24 38 6a 01 ff  | H.=)?..A......5=...H...PH.D$8j.. | 
| 445c0 |  35 7b 82 06 00 41 56 6a 01 ff 35 a9 82 06 00 41    57 48 8b 54 24 60 4c 89 5c 24 58 ff 15 87 8a 06  | 5{...AVj..5....AWH.T$`L.\$X..... | 
| 445e0 |  00 48 83 c4 50 4c 8b 5c 24 08 4c 8b 54 24 18 48    85 c0 48 89 c3 0f 84 0d 0c 00 00 49 8b 03 85 c0  | .H..PL.\$.L.T$.H..H........I.... | 
| 44600 |  78 0d 48 83 e8 01 49 89 03 0f 84 d1 08 00 00 49    8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 9d  | x.H...I........I....x.H...I..... | 
| 44620 |  08 00 00 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89    06 0f 84 71 08 00 00 49 8b 02 85 c0 78 0d 48 83  | ...I....x.H...I....q...I....x.H. | 
| 44640 |  e8 01 49 89 02 0f 84 4d 08 00 00 48 89 df e8 7d    20 fe ff 49 89 c3 48 85 c0 0f 84 de 0b 00 00 49  | ..I....M...H...}...I..H........I | 
| 44660 |  8b 04 24 85 c0 0f 88 15 08 00 00 48 83 e8 01 49    89 04 24 0f 84 aa 02 00 00 4d 89 dc e9 dd fd ff  | ..$........H...I..$......M...... | 
| 44680 |  ff 0f 1f 80 00 00 00 00 4c 89 e7 e8 40 0b fc ff    e9 9f f2 ff ff 0f 1f 00 45 31 ff 49 8d 44 24 28  | ........L...@...........E1.I.D$( | 
| 446a0 |  48 89 5c 24 10 4c 89 eb 4a 8b 74 fd 18 48 89 44    24 18 49 89 cd 49 39 f4 0f 84 fd 01 00 00 66 90  | H.\$.L..J.t..H.D$.I..I9.......f. | 
| 446c0 |  48 8b 05 09 69 06 00 49 39 44 24 08 0f 94 c2 48    39 46 08 0f 94 c0 84 d2 0f 84 42 01 00 00 84 c0  | H...i..I9D$....H9F........B..... | 
| 446e0 |  0f 84 3a 01 00 00 49 8b 54 24 10 48 3b 56 10 0f    85 ab 01 00 00 48 8b 46 18 49 8b 7c 24 18 48 39  | ..:...I.T$.H;V.......H.F.I.|$.H9 | 
| 44700 |  c7 41 0f 95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74    0a 48 83 ff ff 0f 85 85 01 00 00 45 0f b6 4c 24  | .A...H......A..t.H.........E..L$ | 
| 44720 |  20 44 0f b6 46 20 44 89 c8 44 89 c7 c0 e8 02 40    c0 ef 02 83 e0 07 83 e7 07 40 38 f8 0f 85 5e 01  | .D..F.D..D.....@.........@8...^. | 
| 44740 |  00 00 41 f6 c1 20 0f 85 80 08 00 00 49 8b 7c 24    38 41 f6 c0 20 0f 85 5c 08 00 00 48 8b 76 38 44  | ..A.........I.|$8A.....\...H.v8D | 
| 44760 |  0f b6 c0 41 83 f8 01 0f 84 8e 0a 00 00 41 83 f8    02 0f 84 8d 06 00 00 44 8b 07 44 8b 0e 45 39 c1  | ...A.........A.........D..D..E9. | 
| 44780 |  0f 85 1a 01 00 00 48 83 fa 01 0f 84 2b 01 00 00    0f b6 c0 48 0f af d0 e8 74 0c fc ff 85 c0 0f 94  | ......H.....+......H....t....... | 
| 447a0 |  c0 0f b6 c0 0f 85 f6 00 00 00 48 8b 5c 24 10 4c    89 e9 85 c0 0f 89 09 01 00 00 66 0f 1f 44 00 00  | ..........H.\$.L..........f..D.. | 
| 447c0 |  48 c7 44 24 50 00 00 00 00 e8 52 0d fc ff 48 85    c0 0f 85 6f 06 00 00 48 83 ec 08 48 8b 05 56 67  | H.D$P.....R...H....o...H...H..Vg | 
| 447e0 |  06 00 48 8d 0d 46 6c 01 00 48 8d 35 10 4e 01 00    6a 02 4c 8d 0d b7 70 01 00 41 b8 03 00 00 00 48  | ..H..Fl..H.5.N..j.L...p..A.....H | 
| 44800 |  8d 15 57 71 01 00 48 8b 38 31 c0 e8 80 0f fc ff    59 5e be d2 57 00 00 e9 7c fa ff ff 0f 1f 40 00  | ..Wq..H.81......Y^..W...|.....@. | 
| 44820 |  4c 3b 25 51 67 06 00 75 04 84 c0 75 73 48 3b 35    44 67 06 00 75 04 84 d2 75 66 4c 89 e7 ba 02 00  | L;%Qg..u...usH;5Dg..u...ufL..... | 
| 44840 |  00 00 e8 d9 09 fc ff 48 89 c7 48 85 c0 0f 84 6d    ff ff ff 48 3b 05 26 67 06 00 0f 94 c0 48 3b 3d  | .......H..H....m...H;.&g.....H;= | 
| 44860 |  e4 66 06 00 0f 94 c2 08 c2 75 0d 48 3b 3d 06 67    06 00 0f 85 a8 04 00 00 0f b6 c0 48 8b 17 85 d2  | .f.......u.H;=.g...........H.... | 
| 44880 |  78 0d 48 83 ea 01 48 89 17 0f 84 91 06 00 00 85    c0 0f 85 13 ff ff ff 66 0f 1f 84 00 00 00 00 00  | x.H...H................f........ | 
| 448a0 |  49 83 c7 01 49 39 df 0f 84 13 ff ff ff 4a 8b 74    fd 18 49 39 f4 0f 85 05 fe ff ff 48 8b 5c 24 10  | I...I9.......J.t..I9.......H.\$. | 
| 448c0 |  4c 89 e9 4b 8b 04 fe e9 64 ef ff ff 0f 1f 40 00    48 89 ef e8 f8 08 fc ff e9 b1 f0 ff ff 0f 1f 00  | L..K....d.....@.H............... | 
| 448e0 |  4c 89 ef e8 e8 08 fc ff e9 fd f0 ff ff 0f 1f 00    49 89 cd e9 06 ef ff ff 0f 1f 84 00 00 00 00 00  | L...............I............... | 
| 44900 |  48 89 ef e8 c8 08 fc ff e9 67 fb ff ff 0f 1f 00    4c 89 ef e8 b8 08 fc ff e9 72 fb ff ff 0f 1f 00  | H........g......L........r...... | 
| 44920 |  45 31 db 4c 89 e7 4c 89 5c 24 08 e8 a0 08 fc ff    4c 8b 5c 24 08 4d 89 dc e9 1c fb ff ff 0f 1f 00  | E1.L..L.\$......L.\$.M.......... | 
| 44940 |  45 31 ff 49 8d 44 24 28 48 89 5c 24 10 4c 89 eb    4a 8b 74 fd 18 48 89 44 24 18 49 89 cd 49 39 f4  | E1.I.D$(H.\$.L..J.t..H.D$.I..I9. | 
| 44960 |  0f 84 a5 01 00 00 66 2e 0f 1f 84 00 00 00 00 00    48 8b 05 59 66 06 00 49 39 44 24 08 0f 94 c2 48  | ......f.........H..Yf..I9D$....H | 
| 44980 |  39 46 08 0f 94 c0 84 d2 0f 84 42 01 00 00 84 c0    0f 84 3a 01 00 00 49 8b 54 24 10 48 3b 56 10 0f  | 9F........B.......:...I.T$.H;V.. | 
| 449a0 |  85 4b 01 00 00 48 8b 46 18 49 8b 7c 24 18 48 39    c7 41 0f 95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74  | .K...H.F.I.|$.H9.A...H......A..t | 
| 449c0 |  0a 48 83 ff ff 0f 85 25 01 00 00 45 0f b6 4c 24    20 44 0f b6 46 20 44 89 c8 44 89 c7 c0 e8 02 40  | .H.....%...E..L$.D..F.D..D.....@ | 
| 449e0 |  c0 ef 02 83 e0 07 83 e7 07 40 38 f8 0f 85 fe 00    00 00 41 f6 c1 20 0f 85 f4 03 00 00 49 8b 7c 24  | .........@8.......A.........I.|$ | 
| 44a00 |  38 41 f6 c0 20 0f 85 56 07 00 00 48 8b 76 38 44    0f b6 c0 41 83 f8 01 0f 84 e4 09 00 00 41 83 f8  | 8A.....V...H.v8D...A.........A.. | 
| 44a20 |  02 0f 84 48 0b 00 00 44 8b 07 44 8b 0e 45 39 c1    0f 85 ba 00 00 00 48 83 fa 01 0f 84 cb 00 00 00  | ...H...D..D..E9.......H......... | 
| 44a40 |  0f b6 c0 48 0f af d0 e8 c4 09 fc ff 85 c0 0f 94    c0 0f b6 c0 0f 85 96 00 00 00 48 8b 5c 24 10 4c  | ...H......................H.\$.L | 
| 44a60 |  89 e9 85 c0 0f 89 a9 00 00 00 48 c7 44 24 48 00    00 00 00 e8 a8 0a fc ff 48 85 c0 0f 85 cf 03 00  | ..........H.D$H.........H....... | 
| 44a80 |  00 48 83 ec 08 48 8b 05 ac 64 06 00 41 b8 03 00    00 00 48 8d 35 67 4b 01 00 6a 01 4c 8d 0d 0e 6e  | .H...H...d..A.....H.5gK..j.L...n | 
| 44aa0 |  01 00 48 8d 0d 86 69 01 00 48 8b 38 48 8d 15 aa    6e 01 00 31 c0 e8 d6 0c fc ff 5f be c8 57 00 00  | ..H...i..H.8H...n..1......_..W.. | 
| 44ac0 |  41 58 e9 d1 f7 ff ff 66 0f 1f 84 00 00 00 00 00    4c 3b 25 a1 64 06 00 75 04 84 c0 75 13 48 3b 35  | AX.....f........L;%.d..u...u.H;5 | 
| 44ae0 |  94 64 06 00 75 3a 84 d2 74 36 66 0f 1f 44 00 00    49 83 c7 01 49 39 df 0f 84 6d ff ff ff 4a 8b 74  | .d..u:..t6f..D..I...I9...m...J.t | 
| 44b00 |  fd 18 49 39 f4 0f 85 65 fe ff ff 48 8b 5c 24 10    4c 89 e9 4b 8b 04 fe e9 cc ec ff ff 0f 1f 40 00  | ..I9...e...H.\$.L..K..........@. | 
| 44b20 |  4c 89 e7 ba 02 00 00 00 e8 f3 06 fc ff 48 89 c7    48 85 c0 0f 84 31 ff ff ff 48 3b 05 40 64 06 00  | L............H..H....1...H;.@d.. | 
| 44b40 |  0f 94 c0 48 3b 3d fe 63 06 00 0f 94 c2 08 c2 75    0d 48 3b 3d 20 64 06 00 0f 85 12 02 00 00 0f b6  | ...H;=.c.......u.H;=.d.......... | 
| 44b60 |  c0 48 8b 17 85 d2 78 0d 48 83 ea 01 48 89 17 0f    84 26 02 00 00 85 c0 0f 84 73 ff ff ff e9 d8 fe  | .H....x.H...H....&.......s...... | 
| 44b80 |  ff ff 66 0f 1f 44 00 00 4c 89 df 4c 89 44 24 20    31 db 89 74 24 18 4c 89 54 24 10 89 54 24 08 e8  | ..f..D..L..L.D$.1..t$.L.T$..T$.. | 
| 44ba0 |  2c 06 fc ff 8b 54 24 08 8b 74 24 18 45 31 db 4c    8b 54 24 10 4c 8b 44 24 20 e9 ed f7 ff ff 66 90  | ,....T$..t$.E1.L.T$.L.D$......f. | 
| 44bc0 |  4c 89 f7 4c 89 44 24 28 89 74 24 20 4c 89 54 24    18 4c 89 5c 24 10 89 54 24 08 e8 f1 05 fc ff 4c  | L..L.D$(.t$.L.T$.L.\$..T$......L | 
| 44be0 |  8b 44 24 28 8b 74 24 20 4c 8b 54 24 18 4c 8b 5c    24 10 8b 54 24 08 e9 c9 f7 ff ff 0f 1f 44 00 00  | .D$(.t$.L.T$.L.\$..T$........D.. | 
| 44c00 |  4c 89 d7 4c 89 44 24 20 89 74 24 18 4c 89 5c 24    10 89 54 24 08 e8 b6 05 fc ff 4c 8b 44 24 20 8b  | L..L.D$..t$.L.\$..T$......L.D$.. | 
| 44c20 |  74 24 18 4c 8b 5c 24 10 8b 54 24 08 e9 ac f7 ff    ff 0f 1f 80 00 00 00 00 4c 89 df 4c 89 44 24 18  | t$.L.\$..T$.............L..L.D$. | 
| 44c40 |  89 74 24 10 89 54 24 08 e8 83 05 fc ff 4c 8b 44    24 18 8b 74 24 10 8b 54 24 08 e9 97 f7 ff ff 90  | .t$..T$......L.D$..t$..T$....... | 
| 44c60 |  4c 89 c7 89 74 24 10 89 54 24 08 e8 60 05 fc ff    8b 74 24 10 8b 54 24 08 e9 92 f7 ff ff 0f 1f 00  | L...t$..T$..`....t$..T$......... | 
| 44c80 |  4c 89 ff 89 74 24 10 89 54 24 08 e8 40 05 fc ff    8b 74 24 10 8b 54 24 08 e9 8b f7 ff ff 45 31 c0  | L...t$..T$..@....t$..T$......E1. | 
| 44ca0 |  45 31 f6 ba 6e 0f 00 00 be bf 58 00 00 45 31 d2    e9 dd f6 ff ff 0f 1f 00 31 db 45 31 ed 31 ed 45  | E1..n.....X..E1.........1.E1.1.E | 
| 44cc0 |  31 db 45 31 d2 45 31 f6 ba 61 0f 00 00 be 38 58    00 00 66 0f 1f 44 00 00 45 31 ff 45 31 c0 e9 c8  | 1.E1.E1..a....8X..f..D..E1.E1... | 
| 44ce0 |  f6 ff ff 0f 1f 44 00 00 31 db 45 31 ed 45 31 db    45 31 d2 45 31 f6 ba 62 0f 00 00 be 47 58 00 00  | .....D..1.E1.E1.E1.E1..b....GX.. | 
| 44d00 |  eb d6 66 0f 1f 44 00 00 31 db 45 31 db 45 31 d2    45 31 f6 ba 63 0f 00 00 be 56 58 00 00 eb b9 90  | ..f..D..1.E1.E1.E1..c....VX..... | 
| 44d20 |  48 89 7c 24 20 e8 b6 08 fc ff 48 8b 7c 24 20 e9    47 fb ff ff 0f 1f 40 00 4c 89 df 4c 89 5c 24 18  | H.|$......H.|$..G.....@.L..L.\$. | 
| 44d40 |  e8 9b 08 fc ff 4c 8b 5c 24 18 85 c0 41 89 c6 0f    89 aa ef ff ff 31 db ba 74 0f 00 00 be 57 59 00  | .....L.\$...A........1..t....WY. | 
| 44d60 |  00 45 31 d2 45 31 f6 e9 6c ff ff ff 0f 1f 40 00    48 89 7c 24 20 e8 66 08 fc ff 48 8b 7c 24 20 e9  | .E1.E1..l.....@.H.|$..f...H.|$.. | 
| 44d80 |  dd fd ff ff 4c 89 ff 4c 89 5c 24 18 e8 3f 04 fc    ff 4c 8b 5c 24 18 e9 3b ef ff ff 89 44 24 20 e8  | ....L..L.\$..?...L.\$..;....D$.. | 
| 44da0 |  2c 04 fc ff 8b 44 24 20 e9 c8 fd ff ff 4c 89 df    e8 1b 04 fc ff e9 59 ef ff ff e8 61 07 fc ff 48  | ,....D$......L........Y....a...H | 
| 44dc0 |  85 c0 0f 85 53 0c 00 00 48 89 df e8 50 d9 fd ff    49 89 c3 48 85 c0 0f 85 8c 0c 00 00 31 db 45 31  | ....S...H...P...I..H........1.E1 | 
| 44de0 |  d2 ba 74 0f 00 00 be 09 59 00 00 e9 e8 fe ff ff    49 8d 7c 24 38 41 83 e1 40 48 0f 45 7c 24 18 e9  | ..t.....Y.......I.|$8A..@H.E|$.. | 
| 44e00 |  fd fb ff ff 44 0f b7 07 44 0f b7 0e e9 6c f9 ff    ff 48 8d 74 24 68 ba 01 00 00 00 4c 89 f7 4c 89  | ....D...D....l...H.t$h.....L..L. | 
| 44e20 |  5c 24 68 4c 89 5c 24 18 48 c7 44 24 60 00 00 00    00 e8 3a 09 fd ff 4c 8b 5c 24 18 4d 89 f1 49 89  | \$hL.\$.H.D$`.....:...L.\$.M..I. | 
| 44e40 |  c7 e9 12 f0 ff ff be d0 57 00 00 e9 48 f4 ff ff    be c6 57 00 00 e9 3e f4 ff ff 66 0f 1f 44 00 00  | ........W...H.....W...>...f..D.. | 
| 44e60 |  4c 89 ff 4c 89 5c 24 18 e8 63 03 fc ff 4c 8b 5c    24 18 e9 6f ec ff ff 66 0f 1f 84 00 00 00 00 00  | L..L.\$..c...L.\$..o...f........ | 
| 44e80 |  48 8b 45 00 4d 89 dc 85 c0 0f 89 d7 f5 ff ff e9    e5 f5 ff ff 0f 1f 40 00 4c 89 d7 e8 30 03 fc ff  | H.E.M.................@.L...0... | 
| 44ea0 |  e9 a6 f7 ff ff 0f 1f 00 4c 89 f7 4c 89 54 24 08    e8 1b 03 fc ff 4c 8b 54 24 08 e9 78 f7 ff ff 90  | ........L..L.T$......L.T$..x.... | 
| 44ec0 |  4c 89 ff 4c 89 54 24 08 e8 03 03 fc ff 4c 8b 54    24 08 e9 4c f7 ff ff 66 0f 1f 84 00 00 00 00 00  | L..L.T$......L.T$..L...f........ | 
| 44ee0 |  4c 89 df 4c 89 54 24 08 e8 e3 02 fc ff 4c 8b 54    24 08 e9 18 f7 ff ff 66 0f 1f 84 00 00 00 00 00  | L..L.T$......L.T$......f........ | 
| 44f00 |  4c 89 c7 4c 89 5c 24 18 e8 c3 02 fc ff 4c 8b 5c    24 18 e9 5d ec ff ff 66 0f 1f 84 00 00 00 00 00  | L..L.\$......L.\$..]...f........ | 
| 44f20 |  89 44 24 20 e8 a7 02 fc ff 8b 44 24 20 e9 5d f9    ff ff 66 0f 1f 44 00 00 4c 89 c7 4c 89 54 24 18  | .D$.......D$..]...f..D..L..L.T$. | 
| 44f40 |  e8 8b 02 fc ff 4c 8b 54 24 18 e9 f2 ec ff ff 90    4c 89 cf 4c 89 44 24 20 4c 89 5c 24 18 e8 6e 02  | .....L.T$.......L..L.D$.L.\$..n. | 
| 44f60 |  fc ff 4c 8b 44 24 20 4c 8b 5c 24 18 e9 73 ec ff    ff e8 aa 05 fc ff 48 85 c0 0f 84 fb e8 ff ff be  | ..L.D$.L.\$..s........H......... | 
| 44f80 |  d9 57 00 00 e9 0f f3 ff ff 4c 89 ff 4c 89 54 24    18 e8 3a 02 fc ff 4c 8b 54 24 18 e9 cb ec ff ff  | .W.......L..L.T$..:...L.T$...... | 
| 44fa0 |  4c 89 d7 4c 89 5c 24 18 e8 23 02 fc ff 4c 8b 5c    24 18 e9 02 ed ff ff 4c 8d 4e 28 48 83 c6 38 41  | L..L.\$..#...L.\$......L.N(H..8A | 
| 44fc0 |  83 e0 40 49 0f 45 f1 e9 93 f7 ff ff 49 8d 7c 24    38 41 83 e1 40 48 0f 45 7c 24 18 e9 71 f7 ff ff  | ..@I.E......I.|$8A..@H.E|$..q... | 
| 44fe0 |  e8 3b 05 fc ff 48 85 c0 0f 84 f9 f4 ff ff 31 db    ba 67 0f 00 00 be 77 58 00 00 45 31 db 45 31 d2  | .;...H........1..g....wX..E1.E1. | 
| 45000 |  45 31 f6 e9 d0 fc ff ff 48 89 44 24 18 e8 0e 05    fc ff 4c 8b 54 24 18 48 85 c0 0f 85 b8 08 00 00  | E1......H.D$......L.T$.H........ | 
| 45020 |  4c 89 f7 e8 f8 d6 fd ff 4c 8b 54 24 18 48 85 c0    49 89 c3 0f 85 56 0a 00 00 31 db 45 31 f6 ba 74  | L.......L.T$.H..I....V...1.E1..t | 
| 45040 |  0f 00 00 be 04 59 00 00 e9 8b fc ff ff e8 ce 04    fc ff 48 85 c0 0f 84 a1 f4 ff ff 31 db ba 68 0f  | .....Y............H........1..h. | 
| 45060 |  00 00 be 81 58 00 00 45 31 db 45 31 d2 45 31 f6    e9 63 fc ff ff 48 89 44 24 18 e8 a1 04 fc ff 4c  | ....X..E1.E1.E1..c...H.D$......L | 
| 45080 |  8b 44 24 18 48 85 c0 0f 84 84 f4 ff ff 31 db ba    69 0f 00 00 be 8b 58 00 00 45 31 db 45 31 d2 45  | .D$.H........1..i.....X..E1.E1.E | 
| 450a0 |  31 f6 e9 31 fc ff ff 48 8b 35 b2 7e 06 00 48 8b    3d 93 7f 06 00 31 d2 e8 24 e5 fc ff 49 89 c3 48  | 1..1...H.5.~..H.=....1..$...I..H | 
| 450c0 |  85 c0 0f 84 2f 09 00 00 48 89 c7 48 89 44 24 08    e8 fb f7 fc ff 4c 8b 5c 24 08 49 8b 03 85 c0 78  | ..../...H..H.D$......L.\$.I....x | 
| 450e0 |  0d 48 83 e8 01 49 89 03 0f 84 fa 05 00 00 31 db    ba 6c 0f 00 00 be a3 58 00 00 45 31 db 45 31 d2  | .H...I........1..l.....X..E1.E1. | 
| 45100 |  45 31 f6 e9 d0 fb ff ff e8 f3 06 fc ff 4c 8b 54    24 18 49 89 c6 e9 3b e9 ff ff 31 db 45 31 db ba  | E1...........L.T$.I...;...1.E1.. | 
| 45120 |  74 0f 00 00 be 06 59 00 00 e9 aa fb ff ff 66 90    4c 89 ff 89 74 24 20 4c 89 54 24 18 4c 89 5c 24  | t.....Y.......f.L...t$.L.T$.L.\$ | 
| 45140 |  10 89 54 24 08 e8 86 00 fc ff 8b 74 24 20 4c 8b    54 24 18 4c 8b 5c 24 10 8b 54 24 08 e9 22 f2 ff  | ..T$.......t$.L.T$.L.\$..T$..".. | 
| 45160 |  ff 4c 8d 4e 28 48 83 c6 38 41 83 e0 40 49 0f 45    f1 e9 99 f8 ff ff 45 31 d2 85 c0 0f 88 f7 08 00  | .L.N(H..8A..@I.E......E1........ | 
| 45180 |  00 be 0b 59 00 00 ba 74 0f 00 00 e9 e6 f1 ff ff    e8 6b 06 fc ff 49 89 c3 e9 2c e9 ff ff be d3 58  | ...Y...t.........k...I...,.....X | 
| 451a0 |  00 00 ba 70 0f 00 00 e9 c3 f1 ff ff 4c 89 5c 24    18 48 89 44 24 20 e8 65 03 fc ff 4c 8b 5c 24 18  | ...p........L.\$.H.D$..e...L.\$. | 
| 451c0 |  4c 8b 44 24 20 48 85 c0 0f 85 64 08 00 00 4c 89    ff e8 4a d5 fd ff 4c 8b 5c 24 18 4c 8b 44 24 20  | L.D$.H....d...L...J...L.\$.L.D$. | 
| 451e0 |  48 85 c0 49 89 c7 0f 85 84 08 00 00 ba 74 0f 00    00 be 0e 59 00 00 e9 b2 fa ff ff 44 0f b6 07 44  | H..I.........t.....Y.......D...D | 
| 45200 |  0f b6 0e e9 75 f5 ff ff be dd 58 00 00 ba 6d 0f    00 00 e9 58 f1 ff ff e8 e4 05 fc ff 4c 8b 5c 24  | ....u.....X...m....X........L.\$ | 
| 45220 |  20 4c 8b 44 24 18 49 89 c7 e9 29 e9 ff ff ba 74    0f 00 00 be 10 59 00 00 e9 70 fa ff ff 45 31 d2  | .L.D$.I...)....t.....Y...p...E1. | 
| 45240 |  45 31 f6 ba 72 0f 00 00 be ee 58 00 00 e9 86 fa    ff ff 4c 89 df 4c 89 4c 24 18 e8 71 ff fb ff 4c  | E1..r.....X.......L..L.L$..q...L | 
| 45260 |  8b 4c 24 18 e9 03 ec ff ff 4d 8b 57 18 4d 85 d2    0f 84 0f e9 ff ff 41 8b 02 4d 8b 4f 10 83 c0 01  | .L$......M.W.M........A..M.O.... | 
| 45280 |  74 03 41 89 02 41 8b 01 83 c0 01 74 03 41 89 01    49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84  | t.A..A.....t.A..I....x.H...I.... | 
| 452a0 |  09 06 00 00 66 49 0f 6e c2 66 49 0f 6e d4 4c 89    cf ba 03 00 00 00 66 0f 6c c2 48 8d 74 24 60 4c  | ....fI.n.fI.n.L.......f.l.H.t$`L | 
| 452c0 |  89 5c 24 28 4c 89 54 24 20 4c 89 4c 24 18 48 89    6c 24 70 0f 29 44 24 60 e8 93 04 fd ff 4c 8b 54  | .\$(L.T$.L.L$.H.l$p.)D$`.....L.T | 
| 452e0 |  24 20 4c 8b 4c 24 18 49 89 c0 4c 8b 5c 24 28 49    8b 02 85 c0 0f 88 c0 e8 ff ff 48 83 e8 01 49 89  | $.L.L$.I..L.\$(I..........H...I. | 
| 45300 |  02 0f 85 b3 e8 ff ff 4c 89 d7 4c 89 44 24 28 4c    89 5c 24 20 4c 89 4c 24 18 e8 b2 fe fb ff 4c 8b  | .......L..L.D$(L.\$.L.L$......L. | 
| 45320 |  44 24 28 4c 8b 5c 24 20 4c 8b 4c 24 18 e9 88 e8    ff ff 4c 89 cf e8 96 fe fb ff e9 4a eb ff ff 4c  | D$(L.\$.L.L$......L........J...L | 
| 45340 |  89 e7 e8 89 fe fb ff e9 60 eb ff ff 4d 8b 4b 18    4d 85 c9 0f 84 95 e8 ff ff 41 8b 01 4d 8b 7b 10  | ........`...M.K.M........A..M.{. | 
| 45360 |  83 c0 01 74 03 41 89 01 41 8b 07 83 c0 01 74 03    41 89 07 49 8b 03 85 c0 78 0d 48 83 e8 01 49 89  | ...t.A..A.....t.A..I....x.H...I. | 
| 45380 |  03 0f 84 68 05 00 00 66 49 0f 6e c1 66 49 0f 6e    d8 48 8d 74 24 60 4c 89 ff 66 0f 6c c3 ba 03 00  | ...h...fI.n.fI.n.H.t$`L..f.l.... | 
| 453a0 |  00 00 4c 89 4c 24 20 4c 89 44 24 18 4c 89 6c 24    70 0f 29 44 24 60 e8 b5 03 fd ff 4c 8b 4c 24 20  | ..L.L$.L.D$.L.l$p.)D$`.....L.L$. | 
| 453c0 |  4c 8b 44 24 18 49 89 c2 49 8b 01 85 c0 0f 88 5a    e8 ff ff 48 83 e8 01 49 89 01 0f 85 4d e8 ff ff  | L.D$.I..I......Z...H...I....M... | 
| 453e0 |  4c 89 cf 4c 89 44 24 20 4c 89 54 24 18 e8 de fd    fb ff 4c 8b 44 24 20 4c 8b 54 24 18 e9 2c e8 ff  | L..L.D$.L.T$......L.D$.L.T$..,.. | 
| 45400 |  ff 44 0f b6 07 44 0f b6 0e e9 1f f6 ff ff 4c 89    f7 4c 89 5c 24 28 4c 89 4c 24 20 4c 89 44 24 18  | .D...D........L..L.\$(L.L$.L.D$. | 
| 45420 |  e8 ab fd fb ff 4c 8b 44 24 18 4c 8b 4c 24 20 4c    8b 5c 24 28 e9 c5 e9 ff ff e8 e2 00 fc ff 48 8d  | .....L.D$.L.L$.L.\$(..........H. | 
| 45440 |  0d ea 5f 01 00 41 b8 03 00 00 00 48 85 c0 0f 84    12 ee ff ff be be 57 00 00 e9 3a ee ff ff 31 db  | .._..A.....H..........W...:...1. | 
| 45460 |  45 31 d2 4d 89 fe ba 74 0f 00 00 be 53 59 00 00    e9 63 f8 ff ff 4d 8b 46 18 4d 85 c0 0f 84 f3 e7  | E1.M...t....SY...c...M.F.M...... | 
| 45480 |  ff ff 41 8b 00 4d 8b 7e 10 83 c0 01 74 03 41 89    00 41 8b 07 83 c0 01 74 03 41 89 07 49 8b 06 85  | ..A..M.~....t.A..A.....t.A..I... | 
| 454a0 |  c0 78 0d 48 83 e8 01 49 89 06 0f 84 ad 04 00 00    66 49 0f 6e c0 66 49 0f 6e e2 48 8d 74 24 60 4c  | .x.H...I........fI.n.fI.n.H.t$`L | 
| 454c0 |  89 ff 66 0f 6c c4 ba 02 00 00 00 4c 89 44 24 20    4c 89 54 24 18 0f 29 44 24 60 e8 91 02 fd ff 4c  | ..f.l......L.D$.L.T$..)D$`.....L | 
| 454e0 |  8b 44 24 20 4c 8b 54 24 18 49 89 c3 49 8b 00 85    c0 0f 88 ae e7 ff ff 48 83 e8 01 49 89 00 0f 85  | .D$.L.T$.I..I..........H...I.... | 
| 45500 |  a1 e7 ff ff 4c 89 c7 4c 89 54 24 20 4c 89 5c 24    18 e8 ba fc fb ff 4c 8b 54 24 20 4c 8b 5c 24 18  | ....L..L.T$.L.\$......L.T$.L.\$. | 
| 45520 |  e9 80 e7 ff ff 4c 89 c7 4c 89 5c 24 20 4c 89 4c    24 18 e8 99 fc fb ff 4c 8b 5c 24 20 4c 8b 4c 24  | .....L..L.\$.L.L$......L.\$.L.L$ | 
| 45540 |  18 e9 12 e9 ff ff 4c 89 d7 4c 89 44 24 18 e8 7d    fc fb ff 4c 8b 44 24 18 e9 bb e9 ff ff 4c 89 c7  | ......L..L.D$..}...L.D$......L.. | 
| 45560 |  e8 6b fc fb ff 4c 8b 4c 24 20 e9 4e ea ff ff 44    0f b7 07 44 0f b7 0e e9 b1 f4 ff ff 48 8b 35 dd  | .k...L.L$..N...D...D........H.5. | 
| 45580 |  79 06 00 48 8b 3d be 7a 06 00 31 d2 e8 4f e0 fc    ff 49 89 c3 48 85 c0 0f 84 a7 04 00 00 48 89 c7  | y..H.=.z..1..O...I..H........H.. | 
| 455a0 |  48 89 44 24 08 e8 26 f3 fc ff 4c 8b 5c 24 08 49    8b 03 85 c0 78 0d 48 83 e8 01 49 89 03 0f 84 4b  | H.D$..&...L.\$.I....x.H...I....K | 
| 455c0 |  04 00 00 31 db ba 75 0f 00 00 be 66 59 00 00 45    31 db 45 31 d2 45 31 f6 e9 fb f6 ff ff 48 8d 74  | ...1..u....fY..E1.E1.E1......H.t | 
| 455e0 |  24 60 ba 02 00 00 00 e9 81 e9 ff ff 4c 89 cf e8    dc fb fb ff e9 e4 e9 ff ff 48 89 ef e8 cf fb fb  | $`..........L............H...... | 
| 45600 |  ff e9 ff e9 ff ff e8 f5 01 fc ff 49 89 c6 e9 2d    e7 ff ff 31 db 45 31 db 45 31 d2 ba 77 0f 00 00  | ...........I...-...1.E1.E1..w... | 
| 45620 |  be 78 59 00 00 e9 ae f6 ff ff 4c 89 f7 48 89 54    24 30 4c 89 44 24 28 4c 89 4c 24 20 48 89 74 24  | .xY.......L..H.T$0L.D$(L.L$.H.t$ | 
| 45640 |  18 e8 8a fb fb ff 48 8b 74 24 18 4c 8b 4c 24 20    4c 8b 44 24 28 48 8b 54 24 30 e9 0e e9 ff ff 31  | ......H.t$.L.L$.L.D$(H.T$0.....1 | 
| 45660 |  db 45 31 db ba 77 0f 00 00 be 7a 59 00 00 e9 65    f6 ff ff 31 db ba 77 0f 00 00 be 7c 59 00 00 e9  | .E1..w....zY...e...1..w....|Y... | 
| 45680 |  54 f6 ff ff e8 77 01 fc ff 4c 8b 54 24 18 49 89    c3 e9 f8 e6 ff ff 4c 89 d7 4c 89 5c 24 20 e8 2d  | T....w...L.T$.I.......L..L.\$..- | 
| 456a0 |  fb fb ff 4c 8b 5c 24 20 e9 c4 e9 ff ff 4c 89 df    4c 89 54 24 28 4c 89 44 24 20 e8 11 fb fb ff 4c  | ...L.\$......L..L.T$(L.D$......L | 
| 456c0 |  8b 54 24 28 4c 8b 44 24 20 e9 4b ea ff ff 31 db    45 31 db 45 31 d2 4d 89 ce ba 77 0f 00 00 be 92  | .T$(L.D$..K...1.E1.E1.M...w..... | 
| 456e0 |  59 00 00 e9 f0 f5 ff ff 4c 89 df e8 e0 fa fb ff    e9 f9 f9 ff ff 48 8b 35 a4 68 06 00 4c 89 ff e8  | Y.......L............H.5.h..L... | 
| 45700 |  ac ed fc ff 85 c0 0f 85 8a e7 ff ff 4d 89 fb 31    db ba 77 0f 00 00 be 96 59 00 00 45 31 d2 45 31  | ............M..1..w.....Y..E1.E1 | 
| 45720 |  f6 e9 b2 f5 ff ff 31 db 4d 89 fc 45 31 db 45 31    d2 ba 78 0f 00 00 be a1 59 00 00 e9 98 f5 ff ff  | ......1.M..E1.E1..x.....Y....... | 
| 45740 |  48 8d 74 24 60 ba 02 00 00 00 e9 75 e9 ff ff 4c    89 ef 4c 89 54 24 20 e8 74 fa fb ff 4c 8b 54 24  | H.t$`......u...L..L.T$..t...L.T$ | 
| 45760 |  20 e9 f3 e9 ff ff 4c 89 c7 4c 89 54 24 20 e8 5d    fa fb ff 4c 8b 54 24 20 e9 b9 e9 ff ff 4c 89 f7  | ......L..L.T$..]...L.T$......L.. | 
| 45780 |  4c 89 5c 24 38 48 89 54 24 30 48 89 74 24 28 4c    89 44 24 20 e8 37 fa fb ff 4c 8b 44 24 20 48 8b  | L.\$8H.T$0H.t$(L.D$..7...L.D$.H. | 
| 457a0 |  74 24 28 48 8b 54 24 30 4c 8b 5c 24 38 e9 12 e9    ff ff 4c 89 df 4c 89 54 24 08 e8 11 fa fb ff 4c  | t$(H.T$0L.\$8.....L..L.T$......L | 
| 457c0 |  8b 54 24 08 e9 23 ea ff ff 31 db 4d 89 fc 45 31    db ba 78 0f 00 00 be a3 59 00 00 e9 f8 f4 ff ff  | .T$..#...1.M..E1..x.....Y....... | 
| 457e0 |  4d 89 fc 4d 89 d3 45 31 ff ba 78 0f 00 00 be a5    59 00 00 e9 b5 f4 ff ff 4d 89 f1 48 8d 74 24 68  | M..M..E1..x.....Y.......M..H.t$h | 
| 45800 |  ba 01 00 00 00 45 31 e4 e9 60 e7 ff ff 31 db 4d    89 fc 45 31 db 45 31 d2 4d 89 ce ba 78 0f 00 00  | .....E1..`...1.M..E1.E1.M...x... | 
| 45820 |  be bb 59 00 00 e9 ae f4 ff ff 4d 89 f1 48 8d 74    24 68 ba 01 00 00 00 e9 31 e7 ff ff 48 8b 35 5d  | ..Y.......M..H.t$h......1...H.5] | 
| 45840 |  67 06 00 48 89 c7 e8 65 ec fc ff 85 c0 0f 85 9c    e7 ff ff 4c 8b 5c 24 18 4d 89 fc 31 db ba 78 0f  | g..H...e...........L.\$.M..1..x. | 
| 45860 |  00 00 be bf 59 00 00 45 31 d2 45 31 f6 e9 66 f4    ff ff 48 8b 6c 24 18 31 db 4d 89 fc 45 31 db 45  | ....Y..E1.E1..f...H.l$.1.M..E1.E | 
| 45880 |  31 d2 ba 79 0f 00 00 be ca 59 00 00 e9 47 f4 ff    ff 48 8b 6c 24 18 31 db 4d 89 fc 45 31 db ba 79  | 1..y.....Y...G...H.l$.1.M..E1..y | 
| 458a0 |  0f 00 00 be cc 59 00 00 e9 2b f4 ff ff 4c 89 ff    4c 89 5c 24 28 4c 89 4c 24 20 4c 89 54 24 18 e8  | .....Y...+...L..L.\$(L.L$.L.T$.. | 
| 458c0 |  0c f9 fb ff 4c 8b 54 24 18 4c 8b 4c 24 20 4c 8b    5c 24 28 e9 cc f9 ff ff 31 db 45 31 db 45 31 f6  | ....L.T$.L.L$.L.\$(.....1.E1.E1. | 
| 458e0 |  ba 74 0f 00 00 be 04 59 00 00 e9 e9 f3 ff ff 4c    89 df 4c 89 44 24 20 4c 89 4c 24 18 e8 cf f8 fb  | .t.....Y.......L..L.D$.L.L$..... | 
| 45900 |  ff 4c 8b 4c 24 18 4c 8b 44 24 20 e9 77 fa ff ff    48 8b 6c 24 18 31 db 4d 89 fc ba 79 0f 00 00 be  | .L.L$.L.D$..w...H.l$.1.M...y.... | 
| 45920 |  ce 59 00 00 e9 af f3 ff ff 4d 89 d5 48 8b 6c 24    18 4d 89 fc 45 31 d2 45 31 f6 ba 7a 0f 00 00 be  | .Y.......M..H.l$.M..E1.E1..z.... | 
| 45940 |  fd 59 00 00 e9 8f f3 ff ff 4d 89 f0 48 8d 74 24    68 ba 01 00 00 00 31 ed e9 67 e7 ff ff 4c 89 f7  | .Y.......M..H.t$h.....1..g...L.. | 
| 45960 |  4c 89 54 24 20 4c 89 44 24 18 e8 61 f8 fb ff 4c    8b 44 24 18 4c 8b 54 24 20 e9 32 fb ff ff 4d 89  | L.T$.L.D$..a...L.D$.L.T$..2...M. | 
| 45980 |  f0 48 8d 74 24 68 ba 01 00 00 00 e9 34 e7 ff ff    48 8b 35 09 66 06 00 4c 89 d7 4c 89 54 24 20 e8  | .H.t$h......4...H.5.f..L..L.T$.. | 
| 459a0 |  0c eb fc ff 4c 8b 54 24 20 85 c0 0f 85 92 e7 ff    ff 4d 89 d3 48 8b 6c 24 18 4d 89 fc 31 db ba 79  | ....L.T$.........M..H.l$.M..1..y | 
| 459c0 |  0f 00 00 be e8 59 00 00 45 31 d2 45 31 f6 e9 05    f3 ff ff 0f 1f 44 00 00 48 8b 6c 24 18 31 db 4d  | .....Y..E1.E1........D..H.l$.1.M | 
| 459e0 |  89 fc 45 31 db 4d 89 c6 ba 79 0f 00 00 be e4 59    00 00 e9 e1 f2 ff ff 31 db 45 31 d2 45 31 f6 ba  | ..E1.M...y.....Y.......1.E1.E1.. | 
| 45a00 |  6c 0f 00 00 be 9f 58 00 00 e9 ca f2 ff ff 4c 89    df e8 ba f7 fb ff e9 a8 fb ff ff 31 db 45 31 db  | l.....X.......L............1.E1. | 
| 45a20 |  45 31 d2 ba 74 0f 00 00 be 09 59 00 00 e9 a6 f2    ff ff 45 31 ff ba 74 0f 00 00 be 0e 59 00 00 e9  | E1..t.....Y.......E1..t.....Y... | 
| 45a40 |  69 f2 ff ff 31 db 45 31 d2 45 31 f6 ba 75 0f 00    00 be 62 59 00 00 e9 7d f2 ff ff 31 db 45 31 ff  | i...1.E1.E1..u....bY...}...1.E1. | 
| 45a60 |  45 31 c0 e9 43 e9 ff ff 49 89 c7 e9 36 e0 ff ff    49 89 c0 e9 a8 e0 ff ff 45 31 ff 45 31 c0 31 db  | E1..C...I...6...I.......E1.E1.1. | 
| 45a80 |  be 0b 59 00 00 ba 74 0f 00 00 e9 21 e9 ff ff 49    89 c2 e9 91 df ff ff 66 0f 1f 84 00 00 00 00 00  | ..Y...t....!...I.......f........ | 
| 45aa0 |  41 57 48 8d 05 37 6c 06 00 41 56 41 55 41 54 55    53 48 89 d3 48 81 ec 88 00 00 00 48 89 44 24 50  | AWH..7l..AVAUATUSH..H......H.D$P | 
| 45ac0 |  48 05 e8 00 00 00 48 89 44 24 58 48 05 50 03 00    00 48 89 44 24 60 48 05 c8 00 00 00 48 89 44 24  | H.....H.D$XH.P...H.D$`H.....H.D$ | 
| 45ae0 |  68 48 8b 05 90 54 06 00 48 89 7c 24 08 48 c7 44    24 30 00 00 00 00 48 c7 44 24 38 00 00 00 00 48  | hH...T..H.|$.H.D$0....H.D$8....H | 
| 45b00 |  c7 44 24 40 00 00 00 00 48 c7 44 24 70 00 00 00    00 48 89 44 24 48 48 85 c9 0f 84 41 09 00 00 4c  | .D$@....H.D$p....H.D$HH....A...L | 
| 45b20 |  8d 34 d6 48 83 fa 04 0f 87 47 09 00 00 48 8d 15    34 5f 01 00 48 89 cd 48 63 04 9a 48 01 d0 ff e0  | .4.H.....G...H..4_..H..Hc..H.... | 
| 45b40 |  48 8b 46 18 48 89 44 24 48 48 8b 46 10 48 89 44    24 40 48 8b 46 08 48 8b 4d 10 48 89 44 24 38 48  | H.F.H.D$HH.F.H.D$@H.F.H.M.H.D$8H | 
| 45b60 |  8b 06 48 89 44 24 30 48 83 fb 02 0f 84 4f 0f 00    00 48 83 fb 02 0f 8f 05 01 00 00 48 85 db 0f 84  | ..H.D$0H.....O...H.........H.... | 
| 45b80 |  c8 09 00 00 49 89 cd 48 83 fb 01 0f 85 bc 00 00    00 4c 8b 25 30 6c 06 00 4d 85 ed 0f 8e b9 10 00  | ....I..H.........L.%0l..M....... | 
| 45ba0 |  00 31 c0 eb 10 0f 1f 00 48 83 c0 01 4c 39 e8 0f    84 7b 0f 00 00 4c 3b 64 c5 18 75 ec 49 8b 04 c6  | .1......H...L9...{...L;d..u.I... | 
| 45bc0 |  48 89 44 24 38 48 85 c0 0f 84 95 10 00 00 4c 8b    6d 10 48 83 e9 01 4c 8b 25 3b 6f 06 00 4d 85 ed  | H.D$8H........L.m.H...L.%;o..M.. | 
| 45be0 |  0f 8e aa 0d 00 00 31 c0 eb 13 66 0f 1f 44 00 00    48 83 c0 01 4c 39 e8 0f 84 63 0c 00 00 4c 3b 64  | ......1...f..D..H...L9...c...L;d | 
| 45c00 |  c5 18 75 ec 49 8b 04 c6 48 89 44 24 40 48 85 c0    0f 84 83 0d 00 00 48 83 e9 01 48 85 c9 7e 71 48  | ..u.I...H.D$@H........H...H..~qH | 
| 45c20 |  8b 15 ba 6f 06 00 4c 89 f6 48 89 ef 48 89 4c 24    10 e8 aa ed fc ff 48 85 c0 0f 84 fb 13 00 00 48  | ...o..L..H..H.L$......H........H | 
| 45c40 |  8b 4c 24 10 48 89 44 24 48 48 83 e9 01 48 85 c9    7e 3e 48 8d 4c 24 30 48 8d 54 24 50 49 89 d8 4c  | .L$.H.D$HH...H..~>H.L$0H.T$PI..L | 
| 45c60 |  89 f6 4c 8d 0d 03 5d 01 00 48 89 ef e8 af f1 fc    ff 85 c0 79 1b be e0 4d 00 00 e9 49 08 00 00 90  | ..L...]..H.........y...M...I.... | 
| 45c80 |  48 83 fb 03 75 c7 48 85 c9 7f 94 0f 1f 44 00 00    48 8b 44 24 48 4c 8b 7c 24 30 48 8b 5c 24 38 4c  | H...u.H......D..H.D$HL.|$0H.\$8L | 
| 45ca0 |  8b 74 24 40 48 89 44 24 10 48 8b 05 70 74 06 00    bf 0c 00 00 00 48 8b a8 28 02 00 00 ff 90 68 01  | .t$@H.D$.H..pt.......H..(.....h. | 
| 45cc0 |  00 00 45 31 c9 31 c9 31 d2 48 89 c6 41 b8 00 01    00 00 4c 89 ff ff d5 49 89 c4 48 85 c0 0f 84 cd  | ..E1.1.1.H..A.....L....I..H..... | 
| 45ce0 |  10 00 00 8b 00 83 c0 01 74 04 41 89 04 24 49 8b    04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84  | ........t.A..$I..$..x.H...I..$.. | 
| 45d00 |  4c 0b 00 00 48 8b 05 15 74 06 00 bf 0c 00 00 00    48 8b a8 28 02 00 00 ff 90 68 01 00 00 45 31 c9  | L...H...t.......H..(.....h...E1. | 
| 45d20 |  31 c9 31 d2 48 89 c6 41 b8 00 01 00 00 48 89 df    ff d5 48 89 c5 48 85 c0 0f 84 5a 10 00 00 8b 00  | 1.1.H..A.....H....H..H....Z..... | 
| 45d40 |  83 c0 01 74 03 89 45 00 48 8b 45 00 85 c0 78 0e    48 83 e8 01 48 89 45 00 0f 84 42 0d 00 00 48 8b  | ...t..E.H.E...x.H...H.E...B...H. | 
| 45d60 |  05 bb 73 06 00 bf 0c 00 00 00 4c 8b a8 28 02 00    00 ff 90 68 01 00 00 45 31 c9 31 c9 31 d2 48 89  | ..s.......L..(.....h...E1.1.1.H. | 
| 45d80 |  c6 41 b8 00 01 00 00 4c 89 f7 41 ff d5 49 89 c5    48 85 c0 0f 84 3f 10 00 00 8b 00 83 c0 01 74 04  | .A.....L..A..I..H....?........t. | 
| 45da0 |  41 89 45 00 49 8b 45 00 85 c0 78 0e 48 83 e8 01    49 89 45 00 0f 84 f6 0c 00 00 8b 45 18 41 3b 44  | A.E.I.E...x.H...I.E........E.A;D | 
| 45dc0 |  24 18 0f 84 a8 08 00 00 4c 8b 3d 11 6b 06 00 48    8b 3d 6a 61 06 00 49 8b 57 18 4c 89 fe e8 7e f7  | $.......L.=.k..H.=ja..I.W.L...~. | 
| 45de0 |  fb ff 49 89 c6 48 85 c0 0f 84 3b 13 00 00 8b 00    83 c0 01 74 03 41 89 06 49 8b 46 08 48 8b 35 e5  | ..I..H....;........t.A..I.F.H.5. | 
| 45e00 |  64 06 00 4c 89 f7 48 8b 80 90 00 00 00 48 85 c0    0f 84 a8 13 00 00 ff d0 49 89 c7 4d 85 ff 0f 84  | d..L..H......H..........I..M.... | 
| 45e20 |  a7 13 00 00 49 8b 06 85 c0 78 11 48 83 e8 01 49    89 06 75 08 4c 89 f7 e8 94 f3 fb ff 48 8b 1d 9d  | ....I....x.H...I..u.L.......H... | 
| 45e40 |  6a 06 00 48 8b 3d f6 60 06 00 48 8b 53 18 48 89    de e8 0a f7 fb ff 49 89 c6 48 85 c0 0f 84 30 07  | j..H.=.`..H.S.H.......I..H....0. | 
| 45e60 |  00 00 8b 00 83 c0 01 74 03 41 89 06 49 8b 46 08    48 8b 35 41 67 06 00 4c 89 f7 48 8b 80 90 00 00  | .......t.A..I.F.H.5Ag..L..H..... | 
| 45e80 |  00 48 85 c0 0f 84 b2 14 00 00 ff d0 48 89 c3 49    8b 06 48 85 db 0f 84 4e 14 00 00 85 c0 78 0d 48  | .H..........H..I..H....N.....x.H | 
| 45ea0 |  83 e8 01 49 89 06 0f 84 94 10 00 00 48 8b 05 45    50 06 00 48 39 43 08 0f 84 a9 14 00 00 48 8d 74  | ...I........H..EP..H9C.......H.t | 
| 45ec0 |  24 58 ba 02 00 00 00 48 89 df 48 c7 44 24 50 00    00 00 00 4c 89 64 24 58 48 89 6c 24 60 e8 8e f8  | $X.....H..H.D$P....L.d$XH.l$`... | 
| 45ee0 |  fc ff 49 89 d8 49 89 c6 4c 89 c3 ba 0c 0d 00 00    be 53 4f 00 00 4d 85 f6 0f 84 88 13 00 00 49 8b  | ..I..I..L........SO..M........I. | 
| 45f00 |  00 85 c0 78 0d 48 83 e8 01 49 89 00 0f 84 5e 10    00 00 48 8b 05 df 4f 06 00 49 39 47 08 0f 84 0d  | ...x.H...I....^...H...O..I9G.... | 
| 45f20 |  15 00 00 48 8d 74 24 58 ba 01 00 00 00 4c 89 ff    4c 89 fb 48 c7 44 24 50 00 00 00 00 4c 89 74 24  | ...H.t$X.....L..L..H.D$P....L.t$ | 
| 45f40 |  58 e8 2a f8 fc ff 49 89 c3 49 8b 06 85 c0 78 0d    48 83 e8 01 49 89 06 0f 84 f3 0f 00 00 49 89 df  | X.*...I..I....x.H...I........I.. | 
| 45f60 |  ba 0c 0d 00 00 be 6a 4f 00 00 4d 85 db 0f 84 47    06 00 00 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89  | ......jO..M....G...H....x.H...H. | 
| 45f80 |  03 0f 84 f9 0f 00 00 4c 3b 1d f2 4f 06 00 0f 94    c0 4c 3b 1d b0 4f 06 00 0f 94 c2 08 c2 75 0d 4c  | .......L;..O.....L;..O.......u.L | 
| 45fa0 |  3b 1d d2 4f 06 00 0f 85 44 0e 00 00 0f b6 d8 49    8b 03 85 c0 78 0d 48 83 e8 01 49 89 03 0f 84 f5  | ;..O....D......I....x.H...I..... | 
| 45fc0 |  0f 00 00 85 db 0f 85 2a 15 00 00 48 8b 3d 0e 69    06 00 e8 69 c9 fd ff 49 89 c7 48 85 c0 0f 84 94  | .......*...H.=.i...i...I..H..... | 
| 45fe0 |  15 00 00 48 8b 40 08 48 8b 35 fa 62 06 00 4c 89    ff 48 8b 80 90 00 00 00 48 85 c0 0f 84 94 15 00  | ...H.@.H.5.b..L..H......H....... | 
| 46000 |  00 ff d0 49 89 c6 4d 85 f6 0f 84 77 15 00 00 49    8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 8b  | ...I..M....w...I....x.H...I..... | 
| 46020 |  0e 00 00 48 8b 3d b6 68 06 00 e8 11 c9 fd ff 48    89 c3 48 85 c0 0f 84 74 15 00 00 48 8b 40 08 48  | ...H.=.h.......H..H....t...H.@.H | 
| 46040 |  8b 35 72 65 06 00 48 89 df 48 8b 80 90 00 00 00    48 85 c0 0f 84 81 15 00 00 ff d0 49 89 c7 48 8b  | .5re..H..H......H..........I..H. | 
| 46060 |  03 4d 85 ff 0f 84 61 15 00 00 85 c0 78 0d 48 83    e8 01 48 89 03 0f 84 61 0e 00 00 48 8b 05 76 4e  | .M....a.....x.H...H....a...H..vN | 
| 46080 |  06 00 49 39 47 08 0f 84 68 15 00 00 48 8d 74 24    58 ba 02 00 00 00 4c 89 ff 48 c7 44 24 50 00 00  | ..I9G...h...H.t$X.....L..H.D$P.. | 
| 460a0 |  00 00 48 89 6c 24 58 4c 89 6c 24 60 e8 bf f6 fc    ff 4d 89 f8 48 89 c3 48 85 db 0f 84 df 15 00 00  | ..H.l$XL.l$`.....M..H..H........ | 
| 460c0 |  49 8b 00 85 c0 78 11 48 83 e8 01 49 89 00 75 08    4c 89 c7 e8 f8 f0 fb ff 48 8b 05 19 4e 06 00 49  | I....x.H...I..u.L.......H...N..I | 
| 460e0 |  39 46 08 0f 84 ed 15 00 00 48 8d 74 24 58 ba 01    00 00 00 4c 89 f7 48 c7 44 24 50 00 00 00 00 48  | 9F.......H.t$X.....L..H.D$P....H | 
| 46100 |  89 5c 24 58 e8 67 f6 fc ff 4d 89 f2 49 89 c3 48    8b 03 85 c0 78 25 48 83 e8 01 48 89 03 75 1c 48  | .\$X.g...M..I..H....x%H...H..u.H | 
| 46120 |  89 df 4c 89 5c 24 20 4c 89 54 24 18 e8 9f f0 fb    ff 4c 8b 5c 24 20 4c 8b 54 24 18 be c2 4f 00 00  | ..L.\$.L.T$......L.\$.L.T$...O.. | 
| 46140 |  ba 0e 0d 00 00 4d 85 db 0f 84 8b 04 00 00 49 8b    02 85 c0 78 1b 48 83 e8 01 49 89 02 75 12 4c 89  | .....M........I....x.H...I..u.L. | 
| 46160 |  d7 4c 89 5c 24 18 e8 65 f0 fb ff 4c 8b 5c 24 18    4c 3b 1d 09 4e 06 00 0f 94 c0 4c 3b 1d c7 4d 06  | .L.\$..e...L.\$.L;..N.....L;..M. | 
| 46180 |  00 0f 94 c2 08 c2 0f 85 34 0d 00 00 4c 3b 1d e5    4d 06 00 0f 84 27 0d 00 00 4c 89 df 4c 89 5c 24  | ........4...L;..M....'...L..L.\$ | 
| 461a0 |  18 e8 3a f4 fb ff 4c 8b 5c 24 18 85 c0 89 c3 0f    88 ed 15 00 00 49 8b 03 85 c0 78 0d 48 83 e8 01  | ..:...L.\$...........I....x.H... | 
| 461c0 |  49 89 03 0f 84 1f 13 00 00 85 db 0f 85 fc 15 00    00 48 8b 3d 08 67 06 00 e8 63 c7 fd ff 49 89 c6  | I................H.=.g...c...I.. | 
| 461e0 |  48 85 c0 0f 84 34 16 00 00 48 8b 35 f8 60 06 00    48 89 c7 e8 98 d4 fc ff 49 89 c7 48 85 c0 0f 84  | H....4...H.5.`..H.......I..H.... | 
| 46200 |  37 16 00 00 49 8b 06 85 c0 78 0d 48 83 e8 01 49    89 06 0f 84 8a 13 00 00 48 8b 3d c1 66 06 00 e8  | 7...I....x.H...I........H.=.f... | 
| 46220 |  1c c7 fd ff 49 89 c6 48 85 c0 0f 84 3b 16 00 00    48 8b 35 b1 62 06 00 48 89 c7 e8 51 d4 fc ff 48  | ....I..H....;...H.5.b..H...Q...H | 
| 46240 |  89 c3 48 85 c0 0f 84 2f 16 00 00 49 8b 06 85 c0    78 0d 48 83 e8 01 49 89 06 0f 84 88 13 00 00 48  | ..H..../...I....x.H...I........H | 
| 46260 |  8b 05 92 4c 06 00 48 8d 74 24 58 ba 02 00 00 00    45 31 c0 48 39 43 08 0f 84 0f 16 00 00 66 49 0f  | ...L..H.t$X.....E1.H9C.......fI. | 
| 46280 |  6e c0 66 49 0f 6e e4 48 89 df 4c 89 44 24 18 66    0f 6c c4 4c 89 6c 24 60 0f 29 44 24 50 e8 ce f4  | n.fI.n.H..L.D$.f.l.L.l$`.)D$P... | 
| 462a0 |  fc ff 4c 8b 44 24 18 49 89 c6 4c 89 c7 e8 ae d4    fc ff ba 10 0d 00 00 be 03 50 00 00 4d 85 f6 0f  | ..L.D$.I..L..............P..M... | 
| 462c0 |  84 c1 0f 00 00 48 8b 03 85 c0 78 0d 48 83 e8 01    48 89 03 0f 84 de 13 00 00 48 8b 05 18 4c 06 00  | .....H....x.H...H........H...L.. | 
| 462e0 |  48 8d 74 24 58 ba 01 00 00 00 31 db 49 39 47 08    0f 84 fa 15 00 00 66 49 0f 6e fe 66 48 0f 6e c3  | H.t$X.....1.I9G.......fI.n.fH.n. | 
| 46300 |  4c 89 ff 66 0f 6c c7 0f 29 44 24 50 e8 5f f4 fc    ff 48 89 df 48 89 44 24 18 e8 42 d4 fc ff 49 8b  | L..f.l..)D$P._...H..H.D$..B...I. | 
| 46320 |  06 4c 8b 5c 24 18 85 c0 78 0d 48 83 e8 01 49 89    06 0f 84 8d 13 00 00 ba 10 0d 00 00 be 1a 50 00  | .L.\$...x.H...I...............P. | 
| 46340 |  00 4d 85 db 0f 84 70 02 00 00 49 8b 07 85 c0 78    0d 48 83 e8 01 49 89 07 0f 84 1e 14 00 00 4c 3b  | .M....p...I....x.H...I........L; | 
| 46360 |  1d 1b 4c 06 00 0f 94 c0 4c 3b 1d d9 4b 06 00 0f    94 c2 08 c2 0f 85 e4 0f 00 00 4c 3b 1d f7 4b 06  | ..L.....L;..K.............L;..K. | 
| 46380 |  00 0f 84 d7 0f 00 00 4c 89 df 4c 89 5c 24 18 e8    4c f2 fb ff 4c 8b 5c 24 18 85 c0 89 c3 0f 88 a5  | .......L..L.\$..L...L.\$........ | 
| 463a0 |  15 00 00 49 8b 03 85 c0 78 0d 48 83 e8 01 49 89    03 0f 84 fa 13 00 00 85 db 0f 85 b6 15 00 00 48  | ...I....x.H...I................H | 
| 463c0 |  8b 44 24 08 4c 8b 98 e8 00 00 00 41 8b 03 83 c0    01 74 03 41 89 03 48 8b 74 24 08 48 83 ec 08 4d  | .D$.L......A.....t.A..H.t$.H...M | 
| 463e0 |  89 e0 4c 89 d9 4c 8b 0d 64 5e 06 00 48 8d 3d dd    f5 00 00 6a 00 48 83 c6 20 41 51 41 55 6a 00 41  | ..L..L..d^..H.=....j.H...AQAUj.A | 
| 46400 |  51 55 6a 00 48 8b 54 24 50 4c 89 5c 24 48 ff 15    4c 6c 06 00 48 83 c4 40 4c 8b 5c 24 08 48 85 c0  | QUj.H.T$PL.\$H..Ll..H..@L.\$.H.. | 
| 46420 |  49 89 c0 0f 84 ab 15 00 00 49 8b 03 85 c0 0f 88    e9 03 00 00 48 83 e8 01 49 89 03 0f 85 dc 03 00  | I........I..........H...I....... | 
| 46440 |  00 4c 89 df 4c 89 44 24 08 e8 82 ed fb ff 4c 8b    44 24 08 e9 c5 03 00 00 0f 1f 84 00 00 00 00 00  | .L..L.D$......L.D$.............. | 
| 46460 |  48 83 fa 03 0f 84 1e 01 00 00 48 83 fa 04 0f 84    8c 00 00 00 48 83 fb 03 48 8d 0d b0 4f 01 00 48  | H.........H.........H...H...O..H | 
| 46480 |  8d 05 b2 4f 01 00 41 0f 9d c0 48 0f 4d c8 45 0f    b6 c0 49 83 c0 03 48 83 ec 08 48 8b 05 97 4a 06  | ...O..A...H.M.E...I...H...H...J. | 
| 464a0 |  00 48 8d 15 c4 54 01 00 48 8d 35 51 31 01 00 53    4c 8d 0d f9 53 01 00 48 8b 38 31 c0 e8 cf f2 fb  | .H...T..H.5Q1..SL...S..H.81..... | 
| 464c0 |  ff 58 be f4 4d 00 00 5a 48 8d 0d 7a 4f 01 00 ba    ac 0c 00 00 48 8d 3d 1d 44 01 00 e8 d0 f5 fc ff  | .X..M..ZH..zO.......H.=.D....... | 
| 464e0 |  45 31 c0 48 81 c4 88 00 00 00 4c 89 c0 5b 5d 41    5c 41 5d 41 5e 41 5f c3 0f 1f 84 00 00 00 00 00  | E1.H......L..[]A\A]A^A_......... | 
| 46500 |  48 8b 46 18 48 89 44 24 10 48 89 44 24 48 4c 8b    76 10 f3 0f 6f 36 48 8b 5e 08 4c 8b 3e 4c 89 74  | H.F.H.D$.H.D$HL.v...o6H.^.L.>L.t | 
| 46520 |  24 40 0f 29 74 24 30 e9 7d f7 ff ff 0f 1f 40 00    48 8b 06 48 8b 49 10 48 89 44 24 30 e9 30 f6 ff  | $@.)t$0.}.....@.H..H.I.H.D$0.0.. | 
| 46540 |  ff 0f 1f 80 00 00 00 00 48 8b 49 10 48 8b 15 8d    61 06 00 4c 89 f6 48 89 ef 48 89 4c 24 10 e8 7d  | ........H.I.H...a..L..H..H.L$..} | 
| 46560 |  e4 fc ff 48 89 44 24 30 48 85 c0 0f 84 e1 0f 00    00 48 8b 4c 24 10 4c 8b 6d 10 48 83 e9 01 e9 0e  | ...H.D$0H........H.L$.L.m.H..... | 
| 46580 |  f6 ff ff 0f 1f 44 00 00 48 89 44 24 10 e9 7c ff    ff ff e8 89 ef fb ff 48 85 c0 75 14 48 89 df e8  | .....D..H.D$..|........H..u.H... | 
| 465a0 |  7c c1 fd ff 49 89 c6 48 85 c0 0f 85 bc f8 ff ff    ba 0c 0d 00 00 be 3c 4f 00 00 45 31 d2 0f 1f 00  | |...I..H..............<O..E1.... | 
| 465c0 |  49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84    3c 09 00 00 4d 85 d2 74 14 49 8b 02 85 c0 78 0d  | I....x.H...I....<...M..t.I....x. | 
| 465e0 |  48 83 e8 01 49 89 02 0f 84 8b 07 00 00 48 8d 0d    55 4e 01 00 48 8d 3d fd 42 01 00 e8 b0 f4 fc ff  | H...I........H..UN..H.=.B....... | 
| 46600 |  49 8b 04 24 45 31 c0 85 c0 78 0e 48 83 e8 01 49    89 04 24 0f 84 f7 04 00 00 48 85 ed 74 16 48 8b  | I..$E1...x.H...I..$......H..t.H. | 
| 46620 |  45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84    bc 04 00 00 4d 85 ed 0f 84 a6 fe ff ff 49 8b 45  | E...x.H...H.E.......M........I.E | 
| 46640 |  00 85 c0 0f 88 9a fe ff ff 48 83 e8 01 49 89 45    00 0f 85 8c fe ff ff 4c 89 ef 4c 89 44 24 08 e8  | .........H...I.E.......L..L.D$.. | 
| 46660 |  6c eb fb ff 4c 8b 44 24 08 e9 75 fe ff ff 66 90    41 3b 45 18 0f 85 4e f7 ff ff 85 c0 0f 85 46 f7  | l...L.D$..u...f.A;E...N.......F. | 
| 46680 |  ff ff 4c 89 ff e8 46 ef fb ff 66 0f 2e 05 9e 98    05 00 66 0f 28 c8 0f 8b b6 09 00 00 4c 89 f7 f2  | ..L...F...f.......f.(.......L... | 
| 466a0 |  0f 11 4c 24 20 e8 26 ef fb ff 66 0f 2e 05 7e 98    05 00 f2 0f 10 4c 24 20 f2 0f 11 44 24 18 0f 8b  | ..L$..&...f...~......L$....D$... | 
| 466c0 |  c4 09 00 00 48 89 df f2 0f 11 4c 24 20 e8 fe ee    fb ff 66 0f 2e 05 56 98 05 00 f2 0f 10 4c 24 20  | ....H.....L$......f...V......L$. | 
| 466e0 |  66 0f 28 d0 0f 8b d6 09 00 00 66 0f 2f ca 0f 87    62 0a 00 00 66 0f 2f 54 24 18 0f 87 e0 0a 00 00  | f.(.......f./...b...f./T$....... | 
| 46700 |  66 0f 2e 4c 24 18 0f 8b 24 0b 00 00 48 8b 44 24    08 48 8b 98 e8 00 00 00 8b 03 83 c0 01 74 02 89  | f..L$...$...H.D$.H...........t.. | 
| 46720 |  03 66 0f 28 c1 f2 0f 11 54 24 20 e8 a0 ec fb ff    49 89 c6 48 85 c0 0f 84 0d 0c 00 00 f2 0f 10 54  | .f.(....T$......I..H...........T | 
| 46740 |  24 20 66 0f 28 c2 e8 85 ec fb ff 49 89 c7 48 85    c0 0f 84 ba 0c 00 00 f2 0f 10 44 24 18 e8 6e ec  | $.f.(......I..H...........D$..n. | 
| 46760 |  fb ff 49 89 c2 48 85 c0 0f 84 5c 0d 00 00 48 8b    74 24 08 48 83 ec 08 48 8b 05 d2 5a 06 00 ff 35  | ..I..H....\...H.t$.H...H...Z...5 | 
| 46780 |  f4 47 06 00 6a 00 41 b8 03 00 00 00 4d 89 f1 48    89 d9 50 48 83 c6 20 48 8d 3d 32 f2 00 00 41 52  | .G..j.A.....M..H..PH...H.=2...AR | 
| 467a0 |  4c 89 54 24 30 6a 00 50 41 57 6a 00 50 48 8b 54    24 60 ff 15 b8 68 06 00 4c 8b 54 24 58 49 89 c0  | L.T$0j.PAWj.PH.T$`...h..L.T$XI.. | 
| 467c0 |  48 83 c4 50 48 85 c0 0f 84 0c 0d 00 00 48 8b 03    85 c0 78 0d 48 83 e8 01 48 89 03 0f 84 3d 08 00  | H..PH........H....x.H...H....=.. | 
| 467e0 |  00 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06 0f    84 08 08 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01  | .I....x.H...I........I....x.H... | 
| 46800 |  49 89 07 0f 84 d3 07 00 00 49 8b 02 85 c0 78 0d    48 83 e8 01 49 89 02 0f 84 a8 07 00 00 49 8b 04  | I........I....x.H...I........I.. | 
| 46820 |  24 85 c0 0f 88 a7 02 00 00 48 83 e8 01 49 89 04    24 0f 84 d9 02 00 00 48 8b 45 00 85 c0 0f 89 e3  | $........H...I..$......H.E...... | 
| 46840 |  fd ff ff e9 f5 fd ff ff 0f 1f 84 00 00 00 00 00    4c 89 e7 e8 78 e9 fb ff e9 a7 f4 ff ff 0f 1f 00  | ................L...x........... | 
| 46860 |  45 31 ff 49 8d 44 24 28 48 89 5c 24 10 4c 89 eb    4a 8b 74 fd 18 48 89 44 24 18 49 89 cd 49 39 f4  | E1.I.D$(H.\$.L..J.t..H.D$.I..I9. | 
| 46880 |  0f 84 05 02 00 00 66 2e 0f 1f 84 00 00 00 00 00    48 8b 05 39 47 06 00 49 39 44 24 08 0f 94 c2 48  | ......f.........H..9G..I9D$....H | 
| 468a0 |  39 46 08 0f 94 c0 84 d2 0f 84 42 01 00 00 84 c0    0f 84 3a 01 00 00 49 8b 54 24 10 48 3b 56 10 0f  | 9F........B.......:...I.T$.H;V.. | 
| 468c0 |  85 ab 01 00 00 48 8b 46 18 49 8b 7c 24 18 48 39    c7 41 0f 95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74  | .....H.F.I.|$.H9.A...H......A..t | 
| 468e0 |  0a 48 83 ff ff 0f 85 85 01 00 00 45 0f b6 4c 24    20 44 0f b6 46 20 44 89 c8 44 89 c7 c0 e8 02 40  | .H.........E..L$.D..F.D..D.....@ | 
| 46900 |  c0 ef 02 83 e0 07 83 e7 07 40 38 f8 0f 85 5e 01    00 00 41 f6 c1 20 0f 85 f9 07 00 00 49 8b 7c 24  | .........@8...^...A.........I.|$ | 
| 46920 |  38 41 f6 c0 20 0f 85 d5 07 00 00 48 8b 76 38 44    0f b6 c0 41 83 f8 01 0f 84 e6 0a 00 00 41 83 f8  | 8A.........H.v8D...A.........A.. | 
| 46940 |  02 0f 84 a2 05 00 00 44 8b 07 44 8b 0e 45 39 c1    0f 85 1a 01 00 00 48 83 fa 01 0f 84 2b 01 00 00  | .......D..D..E9.......H.....+... | 
| 46960 |  0f b6 c0 48 0f af d0 e8 a4 ea fb ff 85 c0 0f 94    c0 0f b6 c0 0f 85 f6 00 00 00 48 8b 5c 24 10 4c  | ...H......................H.\$.L | 
| 46980 |  89 e9 85 c0 0f 89 09 01 00 00 66 0f 1f 44 00 00    48 c7 44 24 40 00 00 00 00 e8 82 eb fb ff 48 85  | ..........f..D..H.D$@.........H. | 
| 469a0 |  c0 0f 85 4f 05 00 00 48 83 ec 08 48 8b 05 86 45    06 00 48 8d 0d 76 4a 01 00 48 8d 35 40 2c 01 00  | ...O...H...H...E..H..vJ..H.5@,.. | 
| 469c0 |  6a 02 4c 8d 0d e7 4e 01 00 41 b8 03 00 00 00 48    8d 15 96 4f 01 00 48 8b 38 31 c0 e8 b0 ed fb ff  | j.L...N..A.....H...O..H.81...... | 
| 469e0 |  59 5e be d4 4d 00 00 e9 dc fa ff ff 0f 1f 40 00    4c 3b 25 81 45 06 00 75 04 84 c0 75 73 48 3b 35  | Y^..M.........@.L;%.E..u...usH;5 | 
| 46a00 |  74 45 06 00 75 04 84 d2 75 66 4c 89 e7 ba 02 00    00 00 e8 09 e8 fb ff 48 89 c7 48 85 c0 0f 84 6d  | tE..u...ufL............H..H....m | 
| 46a20 |  ff ff ff 48 3b 05 56 45 06 00 0f 94 c0 48 3b 3d    14 45 06 00 0f 94 c2 08 c2 75 0d 48 3b 3d 36 45  | ...H;.VE.....H;=.E.......u.H;=6E | 
| 46a40 |  06 00 0f 85 28 04 00 00 0f b6 c0 48 8b 17 85 d2    78 0d 48 83 ea 01 48 89 17 0f 84 41 05 00 00 85  | ....(......H....x.H...H....A.... | 
| 46a60 |  c0 0f 85 13 ff ff ff 66 0f 1f 84 00 00 00 00 00    49 83 c7 01 49 39 df 0f 84 13 ff ff ff 4a 8b 74  | .......f........I...I9.......J.t | 
| 46a80 |  fd 18 49 39 f4 0f 85 05 fe ff ff 48 8b 5c 24 10    4c 89 e9 4b 8b 04 fe e9 6c f1 ff ff 0f 1f 40 00  | ..I9.......H.\$.L..K....l.....@. | 
| 46aa0 |  48 89 ef e8 28 e7 fb ff e9 b1 f2 ff ff 0f 1f 00    4c 89 ef e8 18 e7 fb ff e9 fd f2 ff ff 0f 1f 00  | H...(...........L............... | 
| 46ac0 |  49 89 cd e9 0e f1 ff ff 0f 1f 84 00 00 00 00 00    48 8b 45 00 85 c0 0f 88 61 fb ff ff 48 83 e8 01  | I...............H.E.....a...H... | 
| 46ae0 |  48 89 45 00 0f 85 53 fb ff ff 66 0f 1f 44 00 00    48 89 ef 4c 89 44 24 08 e8 d3 e6 fb ff 4c 8b 44  | H.E...S...f..D..H..L.D$......L.D | 
| 46b00 |  24 08 e9 2d fb ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 e7 4c 89 44 24 08 e8 b3 e6 fb ff 4c 8b 44  | $..-...f........L..L.D$......L.D | 
| 46b20 |  24 08 e9 f2 fa ff ff 66 0f 1f 84 00 00 00 00 00    45 31 ff 49 8d 44 24 28 48 89 5c 24 10 4c 89 eb  | $......f........E1.I.D$(H.\$.L.. | 
| 46b40 |  4a 8b 74 fd 18 48 89 44 24 18 49 89 cd 49 39 f4    0f 84 a5 01 00 00 66 2e 0f 1f 84 00 00 00 00 00  | J.t..H.D$.I..I9.......f......... | 
| 46b60 |  48 8b 05 69 44 06 00 49 39 44 24 08 0f 94 c2 48    39 46 08 0f 94 c0 84 d2 0f 84 42 01 00 00 84 c0  | H..iD..I9D$....H9F........B..... | 
| 46b80 |  0f 84 3a 01 00 00 49 8b 54 24 10 48 3b 56 10 0f    85 4b 01 00 00 48 8b 46 18 49 8b 7c 24 18 48 39  | ..:...I.T$.H;V...K...H.F.I.|$.H9 | 
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| 46bc0 |  20 44 0f b6 46 20 44 89 c8 44 89 c7 c0 e8 02 40    c0 ef 02 83 e0 07 83 e7 07 40 38 f8 0f 85 fe 00  | .D..F.D..D.....@.........@8..... | 
| 46be0 |  00 00 41 f6 c1 20 0f 85 dc 02 00 00 49 8b 7c 24    38 41 f6 c0 20 0f 85 d9 06 00 00 48 8b 76 38 44  | ..A.........I.|$8A.........H.v8D | 
| 46c00 |  0f b6 c0 41 83 f8 01 0f 84 38 09 00 00 41 83 f8    02 0f 84 a7 09 00 00 44 8b 07 44 8b 0e 45 39 c1  | ...A.....8...A.........D..D..E9. | 
| 46c20 |  0f 85 ba 00 00 00 48 83 fa 01 0f 84 cb 00 00 00    0f b6 c0 48 0f af d0 e8 d4 e7 fb ff 85 c0 0f 94  | ......H............H............ | 
| 46c40 |  c0 0f b6 c0 0f 85 96 00 00 00 48 8b 5c 24 10 4c    89 e9 85 c0 0f 89 a9 00 00 00 48 c7 44 24 38 00  | ..........H.\$.L..........H.D$8. | 
| 46c60 |  00 00 00 e8 b8 e8 fb ff 48 85 c0 0f 85 8f 02 00    00 48 83 ec 08 48 8b 05 bc 42 06 00 41 b8 03 00  | ........H........H...H...B..A... | 
| 46c80 |  00 00 48 8d 35 77 29 01 00 6a 01 4c 8d 0d 1e 4c    01 00 48 8d 0d 96 47 01 00 48 8b 38 48 8d 15 c9  | ..H.5w)..j.L...L..H...G..H.8H... | 
| 46ca0 |  4c 01 00 31 c0 e8 e6 ea fb ff 5f be ca 4d 00 00    41 58 e9 11 f8 ff ff 66 0f 1f 84 00 00 00 00 00  | L..1......_..M..AX.....f........ | 
| 46cc0 |  4c 3b 25 b1 42 06 00 75 04 84 c0 75 13 48 3b 35    a4 42 06 00 75 3a 84 d2 74 36 66 0f 1f 44 00 00  | L;%.B..u...u.H;5.B..u:..t6f..D.. | 
| 46ce0 |  49 83 c7 01 49 39 df 0f 84 6d ff ff ff 4a 8b 74    fd 18 49 39 f4 0f 85 65 fe ff ff 48 8b 5c 24 10  | I...I9...m...J.t..I9...e...H.\$. | 
| 46d00 |  4c 89 e9 4b 8b 04 fe e9 b4 ee ff ff 0f 1f 40 00    4c 89 e7 ba 02 00 00 00 e8 03 e5 fb ff 48 89 c7  | L..K..........@.L............H.. | 
| 46d20 |  48 85 c0 0f 84 31 ff ff ff 48 3b 05 50 42 06 00    0f 94 c0 48 3b 3d 0e 42 06 00 0f 94 c2 08 c2 75  | H....1...H;.PB.....H;=.B.......u | 
| 46d40 |  0d 48 3b 3d 30 42 06 00 0f 85 3a 01 00 00 0f b6    c0 48 8b 17 85 d2 78 0d 48 83 ea 01 48 89 17 0f  | .H;=0B....:......H....x.H...H... | 
| 46d60 |  84 37 01 00 00 85 c0 0f 84 73 ff ff ff e9 d8 fe    ff ff 66 0f 1f 44 00 00 4c 89 d7 89 54 24 10 89  | .7.......s........f..D..L...T$.. | 
| 46d80 |  74 24 08 e8 48 e4 fb ff 8b 74 24 08 8b 54 24 10    e9 58 f8 ff ff 0f 1f 00 45 31 ed ba f9 0c 00 00  | t$..H....t$..T$..X......E1...... | 
| 46da0 |  be 46 4e 00 00 e9 43 f8 ff ff 66 0f 1f 44 00 00    48 8d 0d 92 46 01 00 ba f8 0c 00 00 be 37 4e 00  | .FN...C...f..D..H...F........7N. | 
| 46dc0 |  00 48 8d 3d 30 3b 01 00 e8 e3 ec fc ff 45 31 c0    e9 0e f7 ff ff 0f 1f 00 ba fa 0c 00 00 be 55 4e  | .H.=0;.......E1...............UN | 
| 46de0 |  00 00 e9 06 f8 ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 df 4c 89 5c 24 18 e8 e3 e7 fb ff 4c 8b 5c  | .......f........L..L.\$......L.\ | 
| 46e00 |  24 18 85 c0 89 c3 0f 89 a3 f1 ff ff ba 0c 0d 00    00 be 6e 4f 00 00 4d 85 db 0f 84 ce f7 ff ff 49  | $.................nO..M........I | 
| 46e20 |  8b 03 85 c0 0f 88 c3 f7 ff ff 48 83 e8 01 49 89    03 0f 85 b6 f7 ff ff 4c 89 df 89 54 24 10 89 74  | ..........H...I........L...T$..t | 
| 46e40 |  24 08 e8 89 e3 fb ff 8b 54 24 10 8b 74 24 08 48    8d 0d f3 45 01 00 48 8d 3d 9b 3a 01 00 e8 4e ec  | $.......T$..t$.H...E..H.=.:...N. | 
| 46e60 |  fc ff e9 99 f7 ff ff 66 0f 1f 84 00 00 00 00 00    48 89 7c 24 20 e8 66 e7 fb ff 48 8b 7c 24 20 e9  | .......f........H.|$..f...H.|$.. | 
| 46e80 |  c7 fb ff ff 0f 1f 40 00 48 89 7c 24 20 e8 4e e7    fb ff 48 8b 7c 24 20 e9 b5 fe ff ff 89 44 24 20  | ......@.H.|$..N...H.|$.......D$. | 
| 46ea0 |  e8 2b e3 fb ff 8b 44 24 20 e9 b7 fe ff ff 4c 89    ff e8 1a e3 fb ff e9 68 f1 ff ff 0f 1f 44 00 00  | .+....D$......L........h.....D.. | 
| 46ec0 |  0f b6 d8 e9 ed f2 ff ff 49 8d 7c 24 38 41 83 e1    40 48 0f 45 7c 24 18 e9 15 fd ff ff 48 89 df e8  | ........I.|$8A..@H.E|$......H... | 
| 46ee0 |  ec e2 fb ff e9 92 f1 ff ff 44 0f b7 07 44 0f b7    0e e9 57 fa ff ff be d2 4d 00 00 e9 c8 f5 ff ff  | .........D...D....W.....M....... | 
| 46f00 |  be c8 4d 00 00 e9 be f5 ff ff 66 0f 1f 44 00 00    4c 89 ff 89 54 24 18 4c 89 54 24 10 89 74 24 08  | ..M.......f..D..L...T$.L.T$..t$. | 
| 46f20 |  e8 ab e2 fb ff 8b 54 24 18 4c 8b 54 24 10 8b 74    24 08 e9 9d f6 ff ff 66 0f 1f 84 00 00 00 00 00  | ......T$.L.T$..t$......f........ | 
| 46f40 |  4c 89 f7 e8 88 e2 fb ff e9 5f ef ff ff 0f 1f 00    4c 89 f7 4c 89 5c 24 18 e8 73 e2 fb ff 4c 8b 5c  | L........_......L..L.\$..s...L.\ | 
| 46f60 |  24 18 e9 f6 ef ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 c7 e8 58 e2 fb ff e9 95 ef ff ff 0f 1f 00  | $......f........L...X........... | 
| 46f80 |  48 89 df 4c 89 5c 24 18 e8 43 e2 fb ff 4c 8b 5c    24 18 e9 f0 ef ff ff 66 0f 1f 84 00 00 00 00 00  | H..L.\$..C...L.\$......f........ | 
| 46fa0 |  89 44 24 20 e8 27 e2 fb ff 8b 44 24 20 e9 ad fa    ff ff 66 0f 1f 44 00 00 4c 89 df e8 10 e2 fb ff  | .D$..'....D$......f..D..L....... | 
| 46fc0 |  e9 fe ef ff ff 4c 89 d7 4c 89 44 24 08 e8 fe e1    fb ff 4c 8b 44 24 08 e9 41 f8 ff ff 4c 89 ff 4c  | .....L..L.D$......L.D$..A...L..L | 
| 46fe0 |  89 44 24 10 4c 89 54 24 08 e8 e2 e1 fb ff 4c 8b    44 24 10 4c 8b 54 24 08 e9 0c f8 ff ff 4c 89 f7  | .D$.L.T$......L.D$.L.T$......L.. | 
| 47000 |  4c 89 44 24 10 4c 89 54 24 08 e8 c1 e1 fb ff 4c    8b 44 24 10 4c 8b 54 24 08 e9 d7 f7 ff ff 48 89  | L.D$.L.T$......L.D$.L.T$......H. | 
| 47020 |  df 4c 89 44 24 10 e8 a5 e1 fb ff 4c 8b 44 24 10    4c 8b 54 24 08 e9 a7 f7 ff ff e8 e1 e4 fb ff 48  | .L.D$......L.D$.L.T$...........H | 
| 47040 |  85 c0 0f 84 0a ec ff ff be db 4d 00 00 e9 76 f4    ff ff 0f 85 44 f6 ff ff f2 0f 11 44 24 18 e8 bd  | ..........M...v.....D......D$... | 
| 47060 |  e4 fb ff f2 0f 10 4c 24 18 48 85 c0 0f 84 2a f6    ff ff ba fd 0c 00 00 be 76 4e 00 00 e9 6c f5 ff  | ......L$.H....*.........vN...l.. | 
| 47080 |  ff 0f 1f 80 00 00 00 00 0f 85 36 f6 ff ff f2 0f    11 4c 24 20 e8 87 e4 fb ff f2 0f 10 4c 24 20 48  | ..........6......L$.........L$.H | 
| 470a0 |  85 c0 0f 84 1c f6 ff ff ba fe 0c 00 00 be 80 4e    00 00 e9 36 f5 ff ff 66 0f 1f 84 00 00 00 00 00  | ...............N...6...f........ | 
| 470c0 |  0f 85 24 f6 ff ff f2 0f 11 4c 24 20 f2 0f 11 44    24 28 e8 49 e4 fb ff f2 0f 10 4c 24 20 f2 0f 10  | ..$......L$....D$(.I......L$.... | 
| 470e0 |  54 24 28 48 85 c0 0f 84 fe f5 ff ff ba ff 0c 00    00 be 8a 4e 00 00 e9 f2 f4 ff ff 0f 1f 44 00 00  | T$(H...............N.........D.. | 
| 47100 |  4c 8d 4e 28 48 83 c6 38 41 83 e0 40 49 0f 45 f1    e9 1a f8 ff ff 49 8d 7c 24 38 41 83 e1 40 48 0f  | L.N(H..8A..@I.E......I.|$8A..@H. | 
| 47120 |  45 7c 24 18 e9 f8 f7 ff ff e8 f2 e3 fb ff 48 85    c0 75 14 4c 89 ff e8 e5 b5 fd ff 49 89 c6 48 85  | E|$...........H..u.L.......I..H. | 
| 47140 |  c0 0f 85 b1 ec ff ff ba 0c 0d 00 00 be 37 4f 00    00 e9 97 f4 ff ff 48 8b 35 eb 5d 06 00 48 8b 3d  | .............7O.......H.5.]..H.= | 
| 47160 |  e4 5e 06 00 31 d2 e8 75 c4 fc ff 49 89 c6 48 85    c0 0f 84 e0 07 00 00 48 89 c7 e8 51 d7 fc ff 49  | .^..1..u...I..H........H...Q...I | 
| 47180 |  8b 06 85 c0 0f 88 09 06 00 00 48 83 e8 01 ba 02    0d 00 00 be a2 4e 00 00 49 89 06 0f 85 4c f4 ff  | ..........H..........N..I....L.. | 
| 471a0 |  ff 4c 89 f7 89 54 24 10 89 74 24 08 e8 1f e0 fb    ff 8b 74 24 08 8b 54 24 10 e9 2f f4 ff ff e8 3d  | .L...T$..t$.......t$..T$../....= | 
| 471c0 |  e6 fb ff 49 89 c7 e9 50 ec ff ff ba 0c 0d 00 00    be 39 4f 00 00 4d 89 f2 e9 fc f3 ff ff 0f 1f 00  | ...I...P.........9O..M.......... | 
| 471e0 |  48 8b 35 69 5d 06 00 48 8b 3d 5a 5e 06 00 31 d2    e8 eb c3 fc ff 49 89 c6 48 85 c0 0f 84 65 07 00  | H.5i]..H.=Z^..1......I..H....e.. | 
| 47200 |  00 48 89 c7 e8 c7 d6 fc ff 49 8b 06 85 c0 0f 88    aa 05 00 00 48 83 e8 01 ba 04 0d 00 00 be c2 4e  | .H.......I..........H..........N | 
| 47220 |  00 00 49 89 06 0f 85 c2 f3 ff ff e9 71 ff ff ff    0f 85 d6 f4 ff ff 48 8b 35 1b 5d 06 00 48 8b 3d  | ..I.........q.........H.5.]..H.= | 
| 47240 |  04 5e 06 00 31 d2 e8 95 c3 fc ff 49 89 c6 48 85    c0 0f 84 6e 07 00 00 48 89 c7 e8 71 d6 fc ff 49  | .^..1......I..H....n...H...q...I | 
| 47260 |  8b 06 85 c0 0f 88 c2 05 00 00 48 83 e8 01 ba 06    0d 00 00 be e2 4e 00 00 49 89 06 0f 85 6c f3 ff  | ..........H..........N..I....l.. | 
| 47280 |  ff e9 1b ff ff ff 45 31 d2 0f 1f 80 00 00 00 00    48 8b 03 85 c0 78 09 48 83 e8 01 48 89 03 74 10  | ......E1........H....x.H...H..t. | 
| 472a0 |  4d 85 ff 0f 85 17 f3 ff ff e9 26 f3 ff ff 66 90    48 89 df 89 54 24 18 4c 89 54 24 10 89 74 24 08  | M.........&...f.H...T$.L.T$..t$. | 
| 472c0 |  e8 0b df fb ff 8b 54 24 18 4c 8b 54 24 10 8b 74    24 08 eb cc 4c 8d 4e 28 48 83 c6 38 41 83 e0 40  | ......T$.L.T$..t$...L.N(H..8A..@ | 
| 472e0 |  49 0f 45 f1 e9 16 f9 ff ff 45 31 d2 be 3e 4f 00    00 ba 0c 0d 00 00 49 8b 06 85 c0 78 09 48 83 e8  | I.E......E1..>O.......I....x.H.. | 
| 47300 |  01 49 89 06 74 12 48 85 db 0f 85 81 ff ff ff eb    8f 0f 1f 80 00 00 00 00 4c 89 f7 89 54 24 18 4c  | .I..t.H.................L...T$.L | 
| 47320 |  89 54 24 10 89 74 24 08 e8 a3 de fb ff 8b 54 24    18 4c 8b 54 24 10 8b 74 24 08 eb ca e8 bf e4 fb  | .T$..t$.......T$.L.T$..t$....... | 
| 47340 |  ff 48 89 c3 e9 46 eb ff ff ba 08 0d 00 00 be ff    4e 00 00 4d 89 f2 45 31 ff e9 32 ff ff ff 0f b6  | .H...F..........N..M..E1..2..... | 
| 47360 |  d8 e9 3d f0 ff ff 4c 8b 4b 18 4d 85 c9 0f 84 4a    eb ff ff 41 8b 01 4c 8b 43 10 83 c0 01 74 03 41  | ..=...L.K.M....J...A..L.C....t.A | 
| 47380 |  89 01 41 8b 00 83 c0 01 74 03 41 89 00 48 8b 03    85 c0 78 0d 48 83 e8 01 48 89 03 0f 84 a9 04 00  | ..A.....t.A..H....x.H...H....... | 
| 473a0 |  00 66 49 0f 6e c1 66 49 0f 6e fc 4c 89 c7 ba 03    00 00 00 66 0f 6c c7 48 8d 74 24 50 4c 89 4c 24  | .fI.n.fI.n.L.......f.l.H.t$PL.L$ | 
| 473c0 |  20 4c 89 44 24 18 48 89 6c 24 60 0f 29 44 24 50    e8 9b e3 fc ff 4c 8b 4c 24 20 4c 8b 44 24 18 49  | .L.D$.H.l$`.)D$P.....L.L$.L.D$.I | 
| 473e0 |  89 c6 49 8b 01 85 c0 0f 88 fb ea ff ff 48 83 e8    01 49 89 01 0f 85 ee ea ff ff 4c 89 cf 4c 89 44  | ..I..........H...I........L..L.D | 
| 47400 |  24 18 e8 c9 dd fb ff 4c 8b 44 24 18 e9 d7 ea ff    ff 45 31 d2 be 09 4f 00 00 ba 09 0d 00 00 e9 d3  | $......L.D$......E1...O......... | 
| 47420 |  fe ff ff 44 0f b6 07 44 0f b6 0e e9 1d f5 ff ff    4d 8b 47 18 4d 85 c0 0f 84 e6 ea ff ff 41 8b 00  | ...D...D........M.G.M........A.. | 
| 47440 |  49 8b 5f 10 83 c0 01 74 03 41 89 00 8b 03 83 c0    01 74 02 89 03 49 8b 07 85 c0 78 0d 48 83 e8 01  | I._....t.A.......t...I....x.H... | 
| 47460 |  49 89 07 0f 84 70 04 00 00 66 49 0f 6e c0 66 49    0f 6e fe 48 8d 74 24 50 48 89 df 66 0f 6c c7 ba  | I....p...fI.n.fI.n.H.t$PH..f.l.. | 
| 47480 |  02 00 00 00 4c 89 44 24 18 0f 29 44 24 50 e8 dd    e2 fc ff 4c 8b 44 24 18 49 89 c3 49 8b 00 85 c0  | ....L.D$..)D$P.....L.D$.I..I.... | 
| 474a0 |  0f 88 a3 ea ff ff 48 83 e8 01 49 89 00 0f 85 96    ea ff ff 4c 89 c7 4c 89 5c 24 18 e8 10 dd fb ff  | ......H...I........L..L.\$...... | 
| 474c0 |  4c 8b 5c 24 18 e9 7f ea ff ff be 13 4f 00 00 ba    0a 0d 00 00 e9 1d fe ff ff be 1d 4f 00 00 ba 07  | L.\$........O..............O.... | 
| 474e0 |  0d 00 00 e9 0e fe ff ff 4c 89 df e8 e0 dc fb ff    e9 d4 ec ff ff 48 8b 35 4c 5a 06 00 48 8b 3d 45  | ........L............H.5LZ..H.=E | 
| 47500 |  5b 06 00 31 d2 e8 d6 c0 fc ff 49 89 c6 48 85 c0    0f 84 05 05 00 00 48 89 c7 e8 b2 d3 fc ff 49 8b  | [..1......I..H........H.......I. | 
| 47520 |  06 85 c0 0f 88 10 04 00 00 48 83 e8 01 ba 0d 0d    00 00 be 7d 4f 00 00 49 89 06 0f 85 ad f0 ff ff  | .........H.........}O..I........ | 
| 47540 |  e9 5c fc ff ff 44 0f b6 07 44 0f b6 0e e9 cb f6    ff ff e8 c9 df fb ff 48 8d 0d d1 3e 01 00 41 b8  | .\...D...D.............H...>..A. | 
| 47560 |  03 00 00 00 48 85 c0 0f 84 29 ef ff ff be c0 4d    00 00 e9 51 ef ff ff ba 0e 0d 00 00 be 8f 4f 00  | ....H....).....M...Q..........O. | 
| 47580 |  00 e9 67 f0 ff ff ba 0e 0d 00 00 be 91 4f 00 00    e9 25 f0 ff ff e8 66 e2 fb ff 49 89 c6 e9 64 ea  | ..g..........O...%....f...I...d. | 
| 475a0 |  ff ff 4c 89 f7 e8 26 dc fb ff e9 69 ec ff ff ba    0e 0d 00 00 be 94 4f 00 00 e9 17 fc ff ff 44 0f  | ..L...&....i..........O.......D. | 
| 475c0 |  b7 07 44 0f b7 0e e9 52 f6 ff ff ba 0e 0d 00 00    be 96 4f 00 00 e9 79 fd ff ff e8 21 e2 fb ff 49  | ..D....R..........O...y....!...I | 
| 475e0 |  89 c7 e9 77 ea ff ff 4c 89 f7 e8 e1 db fb ff e9    6b ec ff ff 4d 8b 4f 18 4d 85 c9 0f 84 8b ea ff  | ...w...L........k...M.O.M....... | 
| 47600 |  ff 41 8b 01 4d 8b 47 10 83 c0 01 74 03 41 89 01    41 8b 00 83 c0 01 74 03 41 89 00 49 8b 07 85 c0  | .A..M.G....t.A..A.....t.A..I.... | 
| 47620 |  78 0d 48 83 e8 01 49 89 07 0f 84 b4 03 00 00 66    49 0f 6e c1 66 48 0f 6e f5 4c 89 c7 ba 03 00 00  | x.H...I........fI.n.fH.n.L...... | 
| 47640 |  00 66 0f 6c c6 48 8d 74 24 50 4c 89 4c 24 20 4c    89 44 24 18 4c 89 6c 24 60 0f 29 44 24 50 e8 0d  | .f.l.H.t$PL.L$.L.D$.L.l$`.)D$P.. | 
| 47660 |  e1 fc ff 4c 8b 4c 24 20 4c 8b 44 24 18 48 89 c3    49 8b 01 85 c0 0f 88 3c ea ff ff 48 83 e8 01 49  | ...L.L$.L.D$.H..I......<...H...I | 
| 47680 |  89 01 0f 85 2f ea ff ff 4c 89 cf 4c 89 44 24 18    e8 3b db fb ff 4c 8b 44 24 18 e9 18 ea ff ff 4d  | ..../...L..L.D$..;...L.D$......M | 
| 476a0 |  89 f2 45 31 ff 4d 89 c6 be ab 4f 00 00 ba 0e 0d    00 00 e9 3f fc ff ff 48 89 df e8 11 db fb ff e9  | ..E1.M....O........?...H........ | 
| 476c0 |  15 ec ff ff 4c 89 f7 e8 04 db fb ff 4c 8b 5c 24    18 e9 61 ec ff ff 4d 8b 7e 18 4d 85 ff 0f 84 06  | ....L.......L.\$..a...M.~.M..... | 
| 476e0 |  ea ff ff 41 8b 07 4d 8b 56 10 83 c0 01 74 03 41    89 07 41 8b 02 83 c0 01 74 03 41 89 02 49 8b 06  | ...A..M.V....t.A..A.....t.A..I.. | 
| 47700 |  85 c0 78 0d 48 83 e8 01 49 89 06 0f 84 f3 02 00    00 66 48 0f 6e eb 66 49 0f 6e c7 4c 89 d7 ba 02  | ..x.H...I........fH.n.fI.n.L.... | 
| 47720 |  00 00 00 66 0f 6c c5 48 8d 74 24 50 4c 89 54 24    18 0f 29 44 24 50 e8 35 e0 fc ff 4c 8b 54 24 18  | ...f.l.H.t$PL.T$..)D$P.5...L.T$. | 
| 47740 |  49 89 c3 49 8b 07 85 c0 0f 88 c1 e9 ff ff 48 83    e8 01 49 89 07 0f 85 b4 e9 ff ff 4c 89 ff 4c 89  | I..I..........H...I........L..L. | 
| 47760 |  5c 24 20 4c 89 54 24 18 e8 63 da fb ff 4c 8b 5c    24 20 4c 8b 54 24 18 e9 93 e9 ff ff 4c 89 ff 4c  | \$.L.T$..c...L.\$.L.T$......L..L | 
| 47780 |  89 5c 24 18 e8 47 da fb ff 4c 8b 5c 24 18 e9 cb    eb ff ff ba 02 0d 00 00 be a2 4e 00 00 e9 4b ee  | .\$..G...L.\$.............N...K. | 
| 477a0 |  ff ff ba 0e 0d 00 00 be c6 4f 00 00 e9 65 f6 ff    ff 4c 89 df e8 17 da fb ff e9 f9 eb ff ff ba 04  | .........O...e...L.............. | 
| 477c0 |  0d 00 00 be c2 4e 00 00 e9 20 ee ff ff 48 8b 35    7c 57 06 00 48 8b 3d 6d 58 06 00 31 d2 e8 fe bd  | .....N.......H.5|W..H.=mX..1.... | 
| 477e0 |  fc ff 49 89 c6 48 85 c0 0f 84 4b 02 00 00 48 89    c7 e8 da d0 fc ff 49 8b 06 85 c0 0f 88 29 02 00  | ..I..H....K...H.......I......).. | 
| 47800 |  00 48 83 e8 01 ba 0f 0d 00 00 be d5 4f 00 00 49    89 06 0f 85 d5 ed ff ff e9 84 f9 ff ff ba 10 0d  | .H..........O..I................ | 
| 47820 |  00 00 be e7 4f 00 00 e9 c1 ed ff ff ba 06 0d 00    00 be e2 4e 00 00 e9 b2 ed ff ff ba 10 0d 00 00  | ....O..............N............ | 
| 47840 |  be e9 4f 00 00 e9 8b f9 ff ff 48 89 df 4c 89 44    24 20 4c 89 4c 24 18 e8 74 d9 fb ff 4c 8b 4c 24  | ..O.......H..L.D$.L.L$..t...L.L$ | 
| 47860 |  18 4c 8b 44 24 20 e9 36 fb ff ff ba 10 0d 00 00    be ec 4f 00 00 e9 40 ed ff ff 45 31 d2 be ee 4f  | .L.D$..6..........O...@...E1...O | 
| 47880 |  00 00 ba 10 0d 00 00 e9 6a fa ff ff 4c 8b 43 18    4d 85 c0 0f 84 e4 e9 ff ff 41 8b 00 4c 8b 73 10  | ........j...L.C.M........A..L.s. | 
| 478a0 |  83 c0 01 74 03 41 89 00 41 8b 06 83 c0 01 74 03    41 89 06 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89  | ...t.A..A.....t.A..H....x.H...H. | 
| 478c0 |  03 0f 84 81 01 00 00 4c 89 f3 48 8d 74 24 50 ba    03 00 00 00 e9 a4 e9 ff ff 4c 89 ff 4c 89 44 24  | .......L..H.t$P..........L..L.D$ | 
| 478e0 |  18 e8 ea d8 fb ff 4c 8b 44 24 18 e9 79 fb ff ff    49 8b 5f 18 48 85 db 0f 84 f9 e9 ff ff 8b 13 49  | ......L.D$..y...I._.H..........I | 
| 47900 |  8b 47 10 83 c2 01 74 02 89 13 8b 10 83 c2 01 74    02 89 10 49 8b 17 85 d2 78 0d 48 83 ea 01 49 89  | .G....t........t...I....x.H...I. | 
| 47920 |  17 0f 84 45 01 00 00 49 89 c7 48 8d 74 24 50 ba    02 00 00 00 e9 bd e9 ff ff ba 0d 0d 00 00 be 7d  | ...E...I..H.t$P................} | 
| 47940 |  4f 00 00 e9 a5 ec ff ff ba 10 0d 00 00 be 1e 50    00 00 e9 bf f4 ff ff ba 02 0d 00 00 be 9e 4e 00  | O..............P..............N. | 
| 47960 |  00 e9 87 ec ff ff ba 04 0d 00 00 be be 4e 00 00    e9 78 ec ff ff 48 8b 35 dc 55 06 00 48 8b 3d c5  | .............N...x...H.5.U..H.=. | 
| 47980 |  56 06 00 31 d2 e8 56 bc fc ff 49 89 c6 48 85 c0    0f 84 09 01 00 00 48 89 c7 e8 32 cf fc ff 49 8b  | V..1..V...I..H........H...2...I. | 
| 479a0 |  06 85 c0 0f 88 e7 00 00 00 48 83 e8 01 ba 11 0d    00 00 be 2d 50 00 00 49 89 06 0f 85 2d ec ff ff  | .........H.........-P..I....-... | 
| 479c0 |  e9 dc f7 ff ff ba 06 0d 00 00 be de 4e 00 00 e9    19 ec ff ff ba 13 0d 00 00 be 4a 50 00 00 e9 33  | ............N.............JP...3 | 
| 479e0 |  f4 ff ff 4c 89 ff 4c 89 44 24 20 4c 89 4c 24 18    e8 db d7 fb ff 4c 8b 4c 24 18 4c 8b 44 24 20 e9  | ...L..L.D$.L.L$......L.L$.L.D$.. | 
| 47a00 |  2b fc ff ff 4c 89 f7 4c 89 54 24 18 e8 bf d7 fb    ff 4c 8b 54 24 18 e9 f6 fc ff ff ba 0d 0d 00 00  | +...L..L.T$......L.T$........... | 
| 47a20 |  be 79 4f 00 00 e9 c3 eb ff ff ba 0f 0d 00 00 be    d5 4f 00 00 e9 b4 eb ff ff ba 0f 0d 00 00 be d1  | .yO..............O.............. | 
| 47a40 |  4f 00 00 e9 a5 eb ff ff 48 89 df 4c 89 44 24 18    4c 89 f3 e8 78 d7 fb ff 4c 8b 44 24 18 48 8d 74  | O.......H..L.D$.L...x...L.D$.H.t | 
| 47a60 |  24 50 ba 03 00 00 00 e9 11 e8 ff ff 4c 89 ff 48    89 44 24 18 e8 57 d7 fb ff 48 8b 44 24 18 48 8d  | $P..........L..H.D$..W...H.D$.H. | 
| 47a80 |  74 24 50 ba 02 00 00 00 49 89 c7 e9 66 e8 ff ff    ba 11 0d 00 00 be 2d 50 00 00 e9 4e eb ff ff ba  | t$P.....I...f.........-P...N.... | 
| 47aa0 |  11 0d 00 00 be 29 50 00 00 e9 3f eb ff ff 66 90    41 57 48 8d 05 1f 53 06 00 41 56 41 55 41 54 55  | .....)P...?...f.AWH...S..AVAUATU | 
| 47ac0 |  48 89 fd 53 48 89 d3 48 83 ec 58 48 c7 44 24 28    00 00 00 00 48 89 44 24 30 48 c7 44 24 38 00 00  | H..SH..H..XH.D$(....H.D$0H.D$8.. | 
| 47ae0 |  00 00 48 85 c9 0f 84 3d 05 00 00 49 89 cd 4c 8d    34 d6 48 85 d2 0f 84 45 05 00 00 48 83 fa 01 0f  | ..H....=...I..L.4.H....E...H.... | 
| 47b00 |  85 53 02 00 00 4c 8b 26 4c 8b 41 10 4c 89 64 24    28 4d 85 c0 0f 8f de 0f 00 00 49 8b 44 24 08 48  | .S...L.&L.A.L.d$(M........I.D$.H | 
| 47b20 |  8b 88 a8 00 00 00 81 e1 00 00 00 01 48 89 0c 24    75 42 48 8b 15 7f 44 06 00 48 39 d0 74 36 48 8b  | ............H..$uBH...D..H9.t6H. | 
| 47b40 |  88 58 01 00 00 48 85 c9 0f 84 7a 02 00 00 48 8b    71 10 48 85 f6 0f 8e 95 02 00 00 31 c0 eb 0e 90  | .X...H....z...H.q.H........1.... | 
| 47b60 |  48 83 c0 01 48 39 c6 0f 84 83 02 00 00 48 3b 54    c1 18 75 ec 4c 8b 2d 65 4d 06 00 48 8b 3d be 43  | H...H9.......H;T..u.L.-eM..H.=.C | 
| 47b80 |  06 00 49 8b 55 18 4c 89 ee e8 d2 d9 fb ff 49 89    c1 48 85 c0 0f 84 de 0f 00 00 8b 00 83 c0 01 74  | ..I.U.L.......I..H.............t | 
| 47ba0 |  03 41 89 01 49 8b 41 08 4c 89 0c 24 4c 89 cf 48    8b 35 3a 47 06 00 48 8b 80 90 00 00 00 48 85 c0  | .A..I.A.L..$L..H.5:G..H......H.. | 
| 47bc0 |  0f 84 0a 10 00 00 ff d0 4c 8b 0c 24 49 89 c6 49    8b 01 4d 85 f6 0f 84 0d 10 00 00 85 c0 78 0d 48  | ........L..$I..I..M..........x.H | 
| 47be0 |  83 e8 01 49 89 01 0f 84 34 08 00 00 4c 8b 2d 05    33 06 00 4d 39 6e 08 0f 84 f3 10 00 00 48 8d 74  | ...I....4...L.-.3..M9n.......H.t | 
| 47c00 |  24 38 ba 01 00 00 00 4c 89 f7 48 c7 44 24 30 00    00 00 00 4c 89 64 24 38 e8 53 db fc ff 4d 89 f3  | $8.....L..H.D$0....L.d$8.S...M.. | 
| 47c20 |  49 89 c7 4d 85 ff 0f 84 a4 10 00 00 49 8b 03 85    c0 78 11 48 83 e8 01 49 89 03 75 08 4c 89 df e8  | I..M........I....x.H...I..u.L... | 
| 47c40 |  8c d5 fb ff 48 8b 45 08 48 8b 35 59 4f 06 00 48    89 ef 48 8b 80 90 00 00 00 48 85 c0 0f 84 56 11  | ....H.E.H.5YO..H..H......H....V. | 
| 47c60 |  00 00 ff d0 48 89 c3 48 85 db 0f 84 58 11 00 00    4c 39 6b 08 0f 85 4e 0d 00 00 4c 8b 63 18 4d 85  | ....H..H....X...L9k...N...L.c.M. | 
| 47c80 |  e4 0f 84 41 0d 00 00 41 8b 04 24 4c 8b 5b 10 83    c0 01 74 04 41 89 04 24 41 8b 03 83 c0 01 74 03  | ...A...A..$L.[....t.A..$A.....t. | 
| 47ca0 |  41 89 03 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89    03 0f 84 29 0e 00 00 66 49 0f 6e df 66 49 0f 6e  | A..H....x.H...H....)...fI.n.fI.n | 
| 47cc0 |  c4 4c 89 df ba 02 00 00 00 66 0f 6c c3 48 8d 74    24 30 4c 89 1c 24 0f 29 44 24 30 e8 90 da fc ff  | .L.......f.l.H.t$0L..$.)D$0..... | 
| 47ce0 |  4c 8b 1c 24 48 89 c5 49 8b 04 24 85 c0 78 0e 48    83 e8 01 49 89 04 24 0f 84 33 0e 00 00 48 85 ed  | L..$H..I..$..x.H...I..$..3...H.. | 
| 47d00 |  0f 84 10 11 00 00 49 8b 03 85 c0 78 0d 48 83 e8    01 49 89 03 0f 84 5e 0c 00 00 48 8b 45 00 85 c0  | ......I....x.H...I....^...H.E... | 
| 47d20 |  78 0e 48 83 e8 01 48 89 45 00 0f 84 58 0c 00 00    41 8b 07 83 c0 01 74 03 41 89 07 49 8b 07 85 c0  | x.H...H.E...X...A.....t.A..I.... | 
| 47d40 |  78 70 48 83 e8 01 49 89 07 75 67 4c 89 ff e8 7d    d4 fb ff eb 5d 0f 1f 00 48 83 ec 08 48 8b 05 d5  | xpH...I..ugL...}....]...H...H... | 
| 47d60 |  31 06 00 48 8d 15 0d 3c 01 00 48 8d 35 8f 18 01    00 53 4c 8d 0d b5 36 01 00 41 b8 01 00 00 00 48  | 1..H...<..H.5....SL...6..A.....H | 
| 47d80 |  8d 0d 51 37 01 00 48 8b 38 31 c0 e8 00 da fb ff    58 be d6 6a 00 00 5a 48 8d 0d ab 36 01 00 ba 3c  | ..Q7..H.81......X..j..ZH...6...< | 
| 47da0 |  12 00 00 48 8d 3d 7e 2b 01 00 45 31 ff e8 fe dc    fc ff 48 83 c4 58 4c 89 f8 5b 5d 41 5c 41 5d 41  | ...H.=~+..E1......H..XL..[]A\A]A | 
| 47dc0 |  5e 41 5f c3 0f 1f 40 00 48 8b 80 00 01 00 00 48    39 c2 0f 84 9c fd ff ff 48 85 c0 75 eb 48 3b 15  | ^A_...@.H......H9.......H..u.H;. | 
| 47de0 |  bc 31 06 00 0f 84 8a fd ff ff 66 0f 1f 44 00 00    4c 8b 2d e9 4a 06 00 48 8b 3d 42 41 06 00 49 8b  | .1........f..D..L.-.J..H.=BA..I. | 
| 47e00 |  55 18 4c 89 ee e8 56 d7 fb ff 49 89 c7 48 85 c0    0f 84 32 0d 00 00 8b 00 83 c0 01 74 03 41 89 07  | U.L...V...I..H....2........t.A.. | 
| 47e20 |  49 8b 47 08 48 8b 35 e5 44 06 00 4c 89 ff 48 8b    80 90 00 00 00 48 85 c0 0f 84 c2 0d 00 00 ff d0  | I.G.H.5.D..L..H......H.......... | 
| 47e40 |  49 89 c6 49 8b 07 4d 85 f6 0f 84 61 0d 00 00 85    c0 78 0d 48 83 e8 01 49 89 07 0f 84 b0 05 00 00  | I..I..M....a.....x.H...I........ | 
| 47e60 |  4c 8b 2d 91 30 06 00 4d 39 6e 08 0f 84 9f 0d 00    00 48 8d 74 24 38 ba 01 00 00 00 4c 89 f7 48 c7  | L.-.0..M9n.......H.t$8.....L..H. | 
| 47e80 |  44 24 30 00 00 00 00 4c 89 64 24 38 e8 df d8 fc    ff 4d 89 f1 49 89 c7 4d 85 ff 0f 84 10 0e 00 00  | D$0....L.d$8.....M..I..M........ | 
| 47ea0 |  49 8b 01 85 c0 78 11 48 83 e8 01 49 89 01 75 08    4c 89 cf e8 18 d3 fb ff 49 8b 47 08 48 8b 35 85  | I....x.H...I..u.L.......I.G.H.5. | 
| 47ec0 |  49 06 00 4c 89 ff 48 8b 80 90 00 00 00 48 85 c0    0f 84 1a 0f 00 00 ff d0 48 89 c3 48 85 db 0f 84  | I..L..H......H..........H..H.... | 
| 47ee0 |  fc 0e 00 00 48 8b 35 4d 4f 06 00 31 d2 48 89 df    e8 2b d3 fb ff 49 89 c1 48 85 c0 0f 84 fc 0e 00  | ....H.5MO..1.H...+...I..H....... | 
| 47f00 |  00 48 8b 03 85 c0 78 1b 48 83 e8 01 48 89 03 75    12 48 89 df 4c 89 4c 24 08 e8 b2 d2 fb ff 4c 8b  | .H....x.H...H..u.H..L.L$......L. | 
| 47f20 |  4c 24 08 4c 3b 0d 56 30 06 00 0f 94 c0 4c 3b 0d    14 30 06 00 0f 94 c2 08 c2 0f 85 51 01 00 00 4c  | L$.L;.V0.....L;..0.........Q...L | 
| 47f40 |  3b 0d 32 30 06 00 0f 84 44 01 00 00 4c 89 cf 4c    89 4c 24 08 e8 87 d6 fb ff 4c 8b 4c 24 08 85 c0  | ;.20....D...L..L.L$......L.L$... | 
| 47f60 |  89 c3 0f 89 2b 01 00 00 41 bd 71 12 00 00 bd a0    6b 00 00 45 31 f6 45 31 e4 45 31 db 49 8b 01 85  | ....+...A.q.....k..E1.E1.E1.I... | 
| 47f80 |  c0 78 0d 48 83 e8 01 49 89 01 0f 84 c0 0a 00 00    31 db 4d 85 db 74 14 49 8b 03 85 c0 78 0d 48 83  | .x.H...I........1.M..t.I....x.H. | 
| 47fa0 |  e8 01 49 89 03 0f 84 bd 0a 00 00 4d 85 e4 74 16    49 8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24  | ..I........M..t.I..$..x.H...I..$ | 
| 47fc0 |  0f 84 d2 0a 00 00 4d 85 f6 74 14 49 8b 06 85 c0    78 0d 48 83 e8 01 49 89 06 0f 84 c9 0a 00 00 48  | ......M..t.I....x.H...I........H | 
| 47fe0 |  8d 0d 63 34 01 00 44 89 ea 89 ee 48 8d 3d 36 29    01 00 e8 b9 da fc ff 4d 85 ff 74 17 49 8b 07 85  | ..c4..D....H.=6).......M..t.I... | 
| 48000 |  c0 78 0d 48 83 e8 01 49 89 07 0f 84 a8 0a 00 00    45 31 ff 48 85 db 0f 85 34 09 00 00 e9 91 fd ff  | .x.H...I........E1.H....4....... | 
| 48020 |  ff 0f 1f 80 00 00 00 00 48 83 fa 01 0f 85 26 fd    ff ff 4c 8b 26 4c 89 64 24 28 e9 db fa ff ff 90  | ........H.....&...L.&L.d$(...... | 
| 48040 |  4c 8b 79 10 31 c0 48 8b 0d 8b 4d 06 00 4d 85 ff    7f 1b e9 ac 05 00 00 66 0f 1f 84 00 00 00 00 00  | L.y.1.H...M..M.........f........ | 
| 48060 |  48 83 c0 01 4c 39 f8 0f 84 c3 03 00 00 49 3b 4c    c5 18 75 ec 4d 8b 24 c6 4c 89 64 24 28 4d 85 e4  | H...L9.......I;L..u.M.$.L.d$(M.. | 
| 48080 |  0f 84 86 05 00 00 4d 8d 47 ff e9 82 fa ff ff 90    0f b6 d8 49 8b 01 85 c0 78 0d 48 83 e8 01 49 89  | ......M.G..........I....x.H...I. | 
| 480a0 |  01 0f 84 29 0a 00 00 85 db 0f 85 79 0d 00 00 49    8b 47 08 48 8b 35 8e 47 06 00 4c 89 ff 48 8b 80  | ...).......y...I.G.H.5.G..L..H.. | 
| 480c0 |  90 00 00 00 48 85 c0 0f 84 aa 0d 00 00 ff d0 49    89 c1 4d 85 c9 0f 84 a9 0d 00 00 48 8b 35 56 4d  | ....H..........I..M........H.5VM | 
| 480e0 |  06 00 4c 39 ce 0f 84 a5 0c 00 00 49 8b 41 08 48    3b 05 b2 2e 06 00 0f 85 de 0d 00 00 49 8b 41 10  | ..L9.......I.A.H;...........I.A. | 
| 48100 |  a8 02 0f 85 30 05 00 00 48 c1 e8 03 48 83 f8 01    0f 84 2a 09 00 00 49 8b 01 85 c0 78 11 48 83 e8  | ....0...H...H.....*...I....x.H.. | 
| 48120 |  01 49 89 01 75 08 4c 89 cf e8 a2 d0 fb ff 85 db    0f 84 0d 05 00 00 48 8b 3d a3 47 06 00 e8 fe a7  | .I..u.L...............H.=.G..... | 
| 48140 |  fd ff 48 89 c3 48 85 c0 0f 84 72 0e 00 00 48 8b    40 08 48 8b 35 47 46 06 00 48 89 df 48 8b 80 90  | ..H..H....r...H.@.H.5GF..H..H... | 
| 48160 |  00 00 00 48 85 c0 0f 84 c4 0e 00 00 ff d0 49 89    c1 48 8b 03 4d 85 c9 0f 84 9a 0e 00 00 85 c0 78  | ...H..........I..H..M..........x | 
| 48180 |  1b 48 83 e8 01 48 89 03 75 12 48 89 df 4c 89 4c    24 08 e8 39 d0 fb ff 4c 8b 4c 24 08 4d 39 69 08  | .H...H..u.H..L.L$..9...L.L$.M9i. | 
| 481a0 |  0f 84 61 0f 00 00 4c 89 cf 48 8d 74 24 38 ba 02    00 00 00 4c 89 4c 24 08 48 c7 44 24 30 00 00 00  | ..a...L..H.t$8.....L.L$.H.D$0... | 
| 481c0 |  00 4c 89 7c 24 38 4c 89 64 24 40 e8 a0 d5 fc ff    4c 8b 4c 24 08 48 89 c3 4d 89 cb 48 85 db 0f 84  | .L.|$8L.d$@.....L.L$.H..M..H.... | 
| 481e0 |  d1 0f 00 00 49 8b 03 85 c0 78 11 48 83 e8 01 49    89 03 75 08 4c 89 df e8 d4 cf fb ff 48 3b 1d 7d  | ....I....x.H...I..u.L.......H;.} | 
| 48200 |  2d 06 00 0f 94 c0 48 3b 1d 3b 2d 06 00 0f 94 c2    08 c2 0f 85 e0 07 00 00 48 3b 1d 59 2d 06 00 0f  | -.....H;.;-.............H;.Y-... | 
| 48220 |  84 d3 07 00 00 48 89 df e8 b3 d3 fb ff 41 89 c4    85 c0 0f 88 bc 0f 00 00 48 8b 03 85 c0 78 0d 48  | .....H.......A..........H....x.H | 
| 48240 |  83 e8 01 48 89 03 0f 84 21 0d 00 00 45 85 e4 0f    84 d3 00 00 00 48 8b 3d 84 46 06 00 e8 df a6 fd  | ...H....!...E........H.=.F...... | 
| 48260 |  ff 48 89 c3 48 85 c0 0f 84 6a 11 00 00 48 8b 35    8c 40 06 00 48 89 c7 e8 14 b4 fc ff 49 89 c0 48  | .H..H....j...H.5.@..H.......I..H | 
| 48280 |  85 c0 0f 84 72 11 00 00 48 8b 03 85 c0 78 0d 48    83 e8 01 48 89 03 0f 84 81 0f 00 00 4d 39 68 08  | ....r...H....x.H...H........M9h. | 
| 482a0 |  0f 84 7d 11 00 00 48 c7 04 24 08 00 00 00 ba 01    00 00 00 45 31 e4 48 8b 04 24 66 49 0f 6e ff 66  | ..}...H..$.........E1.H..$fI.n.f | 
| 482c0 |  49 0f 6e c4 4c 89 c7 66 0f 6c c7 4c 89 44 24 08    48 8d 74 04 30 0f 29 44 24 30 e8 91 d4 fc ff 4c  | I.n.L..f.l.L.D$.H.t.0.)D$0.....L | 
| 482e0 |  89 e7 48 89 04 24 e8 75 b4 fc ff 4c 8b 0c 24 4c    8b 44 24 08 4d 85 c9 0f 84 6c 11 00 00 49 8b 00  | ..H..$.u...L..$L.D$.M....l...I.. | 
| 48300 |  85 c0 78 0d 48 83 e8 01 49 89 00 0f 84 84 0f 00    00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f  | ..x.H...I........I....x.H...I... | 
| 48320 |  84 85 0f 00 00 4d 89 cf 48 8b 35 79 48 06 00 48    89 ef e8 59 b3 fc ff 48 89 c3 48 85 c0 0f 84 af  | .....M..H.5yH..H...Y...H..H..... | 
| 48340 |  0f 00 00 4c 39 68 08 0f 85 ea 0f 00 00 48 8b 68    18 48 85 ed 0f 84 30 10 00 00 4c 8b 68 10 8b 45  | ...L9h.......H.h.H....0...L.h..E | 
| 48360 |  00 83 c0 01 74 03 89 45 00 41 8b 45 00 83 c0 01    74 04 41 89 45 00 48 8b 03 85 c0 0f 88 30 0c 00  | ....t..E.A.E....t.A.E.H......0.. | 
| 48380 |  00 48 83 e8 01 48 8d 74 24 30 ba 02 00 00 00 48    89 03 0f 84 60 0c 00 00 66 49 0f 6e ef 66 48 0f  | .H...H.t$0.....H....`...fI.n.fH. | 
| 483a0 |  6e c5 4c 89 ef 66 0f 6c c5 0f 29 44 24 30 e8 bd    d3 fc ff 48 89 ef 48 89 04 24 e8 a1 b3 fc ff 4c  | n.L..f.l..)D$0.....H..H..$.....L | 
| 483c0 |  8b 0c 24 4d 85 c9 0f 84 7f 0f 00 00 49 8b 45 00    85 c0 78 0e 48 83 e8 01 49 89 45 00 0f 84 ba 0b  | ..$M........I.E...x.H...I.E..... | 
| 483e0 |  00 00 49 8b 01 85 c0 0f 88 43 f9 ff ff 48 83 e8    01 49 89 01 0f 85 36 f9 ff ff 4c 89 cf e8 ce cd  | ..I......C...H...I....6...L..... | 
| 48400 |  fb ff e9 29 f9 ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 ff e8 b8 cd fb ff e9 43 fa ff ff 0f 1f 00  | ...)...f........L........C...... | 
| 48420 |  4c 89 cf e8 a8 cd fb ff e9 bf f7 ff ff 0f 1f 00    48 8d 41 28 45 31 c9 48 89 44 24 10 0f 1f 40 00  | L...............H.A(E1.H.D$...@. | 
| 48440 |  4b 8b 74 cd 18 48 39 f1 0f 84 da 01 00 00 48 8b    05 7b 2b 06 00 48 39 41 08 0f 94 c2 48 39 46 08  | K.t..H9.......H..{+..H9A....H9F. | 
| 48460 |  0f 94 c0 84 d2 0f 84 ed 00 00 00 84 c0 0f 84 e5    00 00 00 48 8b 51 10 48 3b 56 10 0f 85 bf 00 00  | ...................H.Q.H;V...... | 
| 48480 |  00 48 8b 46 18 48 8b 79 18 48 39 c7 41 0f 95 c2    48 83 f8 ff 0f 95 c0 41 84 c2 74 0a 48 83 ff ff  | .H.F.H.y.H9.A...H......A..t.H... | 
| 484a0 |  0f 85 9a 00 00 00 44 0f b6 59 20 44 0f b6 56 20    44 89 d8 44 89 d7 c0 e8 02 40 c0 ef 02 83 e0 07  | ......D..Y.D..V.D..D.....@...... | 
| 484c0 |  83 e7 07 40 38 f8 75 78 41 f6 c3 20 0f 85 f5 09    00 00 48 8b 79 38 41 f6 c2 20 0f 85 d2 09 00 00  | ...@8.uxA.........H.y8A......... | 
| 484e0 |  48 8b 76 38 44 0f b6 d0 41 83 fa 01 0f 84 9d 0a    00 00 41 83 fa 02 0f 84 8e 0b 00 00 44 8b 17 44  | H.v8D...A.........A.........D..D | 
| 48500 |  8b 1e 45 39 d3 75 39 48 89 0c 24 48 83 fa 01 0f    84 13 01 00 00 0f b6 c0 4c 89 4c 24 08 45 31 e4  | ..E9.u9H..$H............L.L$.E1. | 
| 48520 |  48 0f af d0 e8 e7 ce fb ff 4c 8b 4c 24 08 48 8b    0c 24 85 c0 41 0f 94 c4 0f 84 c0 00 00 00 66 90  | H........L.L$.H..$..A.........f. | 
| 48540 |  49 83 c1 01 4d 39 f9 0f 85 f3 fe ff ff e9 b1 00    00 00 66 0f 1f 44 00 00 4c 8b 25 19 2a 06 00 4c  | I...M9............f..D..L.%.*..L | 
| 48560 |  39 e1 75 04 84 c0 75 d8 4c 39 e6 75 04 84 d2 75    cf 48 89 cf ba 02 00 00 00 4c 89 4c 24 08 48 89  | 9.u...u.L9.u...u.H.......L.L$.H. | 
| 48580 |  0c 24 e8 99 cc fb ff 48 8b 0c 24 4c 8b 4c 24 08    48 85 c0 48 89 c7 74 6b 48 3b 05 e1 29 06 00 0f  | .$.....H..$L.L$.H..H..tkH;..)... | 
| 485a0 |  94 c0 48 3b 3d 9f 29 06 00 0f 94 c2 08 c2 0f 85    04 04 00 00 4c 39 e7 0f 84 fb 03 00 00 4c 89 4c  | ..H;=.).............L9.......L.L | 
| 485c0 |  24 18 48 89 4c 24 08 48 89 3c 24 e8 10 d0 fb ff    4c 8b 4c 24 18 48 8b 4c 24 08 48 8b 3c 24 41 89  | $.H.L$.H.<$.....L.L$.H.L$.H.<$A. | 
| 485e0 |  c4 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f    84 a1 08 00 00 45 85 e4 0f 84 42 ff ff ff 45 85  | .H....x.H...H........E....B...E. | 
| 48600 |  e4 79 25 48 c7 44 24 28 00 00 00 00 e8 0f cf fb    ff 48 85 c0 0f 84 3e f7 ff ff be c6 6a 00 00 e9  | .y%H.D$(.........H....>.....j... | 
| 48620 |  73 f7 ff ff 0f 1f 40 00 4f 8b 24 ce e9 47 fa ff    ff 0f 1f 80 00 00 00 00 49 8b 01 85 c0 0f 89 55  | s.....@.O.$..G..........I......U | 
| 48640 |  03 00 00 48 8b 3d 96 42 06 00 e8 f1 a2 fd ff 49    89 c1 48 85 c0 0f 84 8b 09 00 00 48 8b 40 08 4c  | ...H.=.B.......I..H........H.@.L | 
| 48660 |  89 0c 24 4c 89 cf 48 8b 35 83 3c 06 00 48 8b 80    90 00 00 00 48 85 c0 0f 84 fc 09 00 00 ff d0 4c  | ..$L..H.5.<..H......H..........L | 
| 48680 |  8b 0c 24 48 89 c3 49 8b 01 48 85 db 0f 84 d7 09    00 00 85 c0 78 11 48 83 e8 01 49 89 01 75 08 4c  | ..$H..I..H..........x.H...I..u.L | 
| 486a0 |  89 cf e8 29 cb fb ff 49 8b 47 08 48 8b 35 e6 44    06 00 4c 89 ff 48 8b 80 90 00 00 00 48 85 c0 0f  | ...)...I.G.H.5.D..L..H......H... | 
| 486c0 |  84 e3 0a 00 00 ff d0 49 89 c1 4d 85 c9 0f 84 1b    0a 00 00 31 c9 31 d2 31 f6 4c 89 cf 4c 89 0c 24  | .......I..M........1.1.1.L..L..$ | 
| 486e0 |  e8 9b b8 fc ff 4c 8b 0c 24 48 85 c0 49 89 c3 0f    84 0c 03 00 00 49 8b 01 85 c0 78 0d 48 83 e8 01  | .....L..$H..I........I....x.H... | 
| 48700 |  49 89 01 0f 84 71 08 00 00 bf 01 00 00 00 4c 89    1c 24 e8 99 cd fb ff 4c 8b 1c 24 48 85 c0 49 89  | I....q........L..$.....L..$H..I. | 
| 48720 |  c1 0f 84 e0 0a 00 00 4c 89 58 18 48 89 04 24 e8    0c cf fb ff 4c 8b 0c 24 48 85 c0 49 89 c3 0f 84  | .......L.X.H..$.....L..$H..I.... | 
| 48740 |  7e 0b 00 00 48 8b 3d 95 41 06 00 48 89 44 24 08    e8 eb a1 fd ff 4c 8b 0c 24 4c 8b 5c 24 08 48 85  | ~...H.=.A..H.D$......L..$L.\$.H. | 
| 48760 |  c0 49 89 c4 0f 84 fd 0b 00 00 48 8b 35 d7 3e 06    00 48 89 c7 e8 17 af fc ff 4c 8b 0c 24 4c 8b 5c  | .I........H.5.>..H.......L..$L.\ | 
| 48780 |  24 08 48 85 c0 49 89 c6 0f 84 ec 0b 00 00 49 8b    04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84  | $.H..I........I..$..x.H...I..$.. | 
| 487a0 |  2c 08 00 00 48 8b 35 0d 3d 06 00 4c 89 df 4c 89    f2 4c 89 4c 24 08 4c 89 1c 24 e8 41 cf fb ff 4c  | ,...H.5.=..L..L..L.L$.L..$.A...L | 
| 487c0 |  8b 1c 24 4c 8b 4c 24 08 85 c0 0f 88 32 0b 00 00    49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06 0f 84  | ..$L.L$.....2...I....x.H...I.... | 
| 487e0 |  b3 08 00 00 4c 89 da 4c 89 ce 48 89 df 4c 89 5c    24 08 4c 89 0c 24 e8 e5 ad fc ff 4c 8b 0c 24 4c  | ....L..L..H..L.\$.L..$.....L..$L | 
| 48800 |  8b 5c 24 08 48 85 c0 49 89 c4 0f 84 8c 0b 00 00    48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84  | .\$.H..I........H....x.H...H.... | 
| 48820 |  92 08 00 00 49 8b 01 85 c0 78 0d 48 83 e8 01 49    89 01 0f 84 94 08 00 00 49 8b 03 85 c0 78 0d 48  | ....I....x.H...I........I....x.H | 
| 48840 |  83 e8 01 49 89 03 0f 84 95 08 00 00 48 8b 35 55    43 06 00 48 89 ef e8 35 ae fc ff 48 89 c7 48 85  | ...I........H.5UC..H...5...H..H. | 
| 48860 |  c0 0f 84 48 0b 00 00 4c 39 68 08 0f 85 51 0b 00    00 4c 8b 68 18 4d 85 ed 0f 84 17 0c 00 00 4c 8b  | ...H...L9h...Q...L.h.M........L. | 
| 48880 |  58 10 41 8b 45 00 83 c0 01 74 04 41 89 45 00 41    8b 03 83 c0 01 74 03 41 89 03 48 8b 07 85 c0 0f  | X.A.E....t.A.E.A.....t.A..H..... | 
| 488a0 |  88 9c 09 00 00 48 83 e8 01 48 8d 74 24 30 ba 02    00 00 00 48 89 07 0f 84 ab 09 00 00 66 49 0f 6e  | .....H...H.t$0.....H........fI.n | 
| 488c0 |  f4 66 49 0f 6e c5 4c 89 df 4c 89 1c 24 66 0f 6c    c6 0f 29 44 24 30 e8 95 ce fc ff 4c 89 ef 48 89  | .fI.n.L..L..$f.l..)D$0.....L..H. | 
| 488e0 |  c5 e8 7a ae fc ff 48 85 ed 4c 8b 1c 24 0f 84 f4    0a 00 00 49 8b 03 85 c0 78 0d 48 83 e8 01 49 89  | ..z...H..L..$......I....x.H...I. | 
| 48900 |  03 0f 84 2d 09 00 00 48 8b 45 00 85 c0 78 0e 48    83 e8 01 48 89 45 00 0f 84 33 09 00 00 4c 89 e6  | ...-...H.E...x.H...H.E...3...L.. | 
| 48920 |  4c 89 ff e8 28 37 fd ff 48 89 c5 48 85 c0 0f 84    dc 0a 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 49  | L...(7..H..H........I....x.H...I | 
| 48940 |  89 07 0f 84 45 09 00 00 49 89 ef 4c 89 e3 66 90    48 8b 03 85 c0 0f 88 57 f4 ff ff 48 83 e8 01 48  | ....E...I..L..f.H......W...H...H | 
| 48960 |  89 03 0f 85 4a f4 ff ff 48 89 df e8 60 c8 fb ff    e9 3d f4 ff ff 0f 1f 00 4c 89 df e8 50 c8 fb ff  | ....J...H...`....=......L...P... | 
| 48980 |  e9 95 f3 ff ff 0f 1f 00 48 89 ef e8 40 c8 fb ff    e9 9b f3 ff ff 0f 1f 00 48 83 e8 01 49 89 01 0f  | ........H...@...........H...I... | 
| 489a0 |  85 9e fc ff ff 4c 89 cf e8 23 c8 fb ff e9 91 fc    ff ff 66 0f 1f 44 00 00 44 0f b6 e0 e9 20 fc ff  | .....L...#........f..D..D....... | 
| 489c0 |  ff 0f 1f 80 00 00 00 00 48 8d 74 24 38 ba 01 00    00 00 48 89 df 48 c7 44 24 30 00 00 00 00 4c 89  | ........H.t$8.....H..H.D$0....L. | 
| 489e0 |  7c 24 38 e8 88 cd fc ff 49 89 db 48 89 c5 e9 0a    f3 ff ff 0f 1f 44 00 00 44 0f b6 e0 e9 37 f8 ff  | |$8.....I..H.........D..D....7.. | 
| 48a00 |  ff 45 31 f6 45 31 e4 bd 5f 6c 00 00 41 bd 7d 12    00 00 66 0f 1f 44 00 00 48 8b 03 85 c0 78 09 48  | .E1.E1.._l..A.}...f..D..H....x.H | 
| 48a20 |  83 e8 01 48 89 03 74 50 4d 85 c9 0f 85 4b f5 ff    ff e9 5a f5 ff ff 66 2e 0f 1f 84 00 00 00 00 00  | ...H..tPM....K....Z...f......... | 
| 48a40 |  31 db 41 83 79 18 01 0f 94 c3 e9 c7 f6 ff ff 90    4c 89 cf 4c 89 1c 24 e8 74 c7 fb ff 4c 8b 1c 24  | 1.A.y...........L..L..$.t...L..$ | 
| 48a60 |  e9 2b f5 ff ff 0f 1f 00 4c 89 df e8 60 c7 fb ff    e9 36 f5 ff ff 0f 1f 00 48 89 df 4c 89 5c 24 08  | .+......L...`....6......H..L.\$. | 
| 48a80 |  4c 89 0c 24 e8 47 c7 fb ff 4c 8b 5c 24 08 4c 8b    0c 24 eb 94 0f 1f 40 00 4c 89 e7 e8 30 c7 fb ff  | L..$.G...L.\$.L..$....@.L...0... | 
| 48aa0 |  e9 21 f5 ff ff 0f 1f 00 4c 89 f7 e8 20 c7 fb ff    e9 2a f5 ff ff 0f 1f 00 31 ed 4c 89 ff 49 89 ef  | .!......L........*......1.L..I.. | 
| 48ac0 |  e8 0b c7 fb ff e9 49 f5 ff ff 66 0f 1f 44 00 00    4c 89 cf e8 f8 c6 fb ff e9 ca f5 ff ff 0f 1f 00  | ......I...f..D..L............... | 
| 48ae0 |  48 89 df 4c 89 1c 24 e8 e4 c6 fb ff 4c 8b 1c 24    e9 c2 f1 ff ff 0f 1f 00 48 8d 4c 24 28 48 8d 54  | H..L..$.....L..$........H.L$(H.T | 
| 48b00 |  24 30 49 89 d8 4c 89 f6 4c 8d 0d 68 2e 01 00 4c    89 ef e8 09 c3 fc ff 85 c0 0f 88 3e 07 00 00 4c  | $0I..L..L..h...L...........>...L | 
| 48b20 |  8b 64 24 28 e9 f1 ef ff ff 0f 1f 80 00 00 00 00    4c 89 e7 4c 89 1c 24 e8 94 c6 fb ff 4c 8b 1c 24  | .d$(............L..L..$.....L..$ | 
| 48b40 |  e9 b8 f1 ff ff 0f 1f 00 e8 d3 c9 fb ff 48 85 c0    75 11 4c 89 ef e8 c6 9b fd ff 48 85 c0 0f 85 9c  | .............H..u.L.......H..... | 
| 48b60 |  09 00 00 31 db 41 bd 70 12 00 00 bd 77 6b 00 00    e9 6a f4 ff ff 0f 1f 00 e8 a3 c9 fb ff 48 85 c0  | ...1.A.p....wk...j...........H.. | 
| 48b80 |  75 11 4c 89 ef e8 96 9b fd ff 48 85 c0 0f 85 64    09 00 00 31 db 45 31 ff 41 bd 6c 12 00 00 bd 1c  | u.L.......H....d...1.E1.A.l..... | 
| 48ba0 |  6b 00 00 e9 37 f4 ff ff 0f 1f 84 00 00 00 00 00    41 bd 70 12 00 00 bd 79 6b 00 00 4d 89 fb 45 31  | k...7...........A.p....yk..M..E1 | 
| 48bc0 |  e4 4d 89 f7 31 db 45 31 f6 e9 c9 f3 ff ff 66 90    e8 2b cc fb ff 4c 8b 0c 24 49 89 c6 e9 ee ef ff  | .M..1.E1......f..+...L..$I...... | 
| 48be0 |  ff 0f 1f 80 00 00 00 00 45 31 ff 41 bd 6c 12 00    00 bd 1e 6b 00 00 e9 78 f3 ff ff 0f 1f 44 00 00  | ........E1.A.l.....k...x.....D.. | 
| 48c00 |  e8 fb cb fb ff 49 89 c6 e9 36 f2 ff ff 0f 1f 00    49 8b 5e 18 48 85 db 0f 84 54 f2 ff ff 8b 03 4d  | .....I...6......I.^.H....T.....M | 
| 48c20 |  8b 4e 10 83 c0 01 74 02 89 03 41 8b 01 83 c0 01    74 03 41 89 01 49 8b 06 85 c0 78 0d 48 83 e8 01  | .N....t...A.....t.A..I....x.H... | 
| 48c40 |  49 89 06 0f 84 f4 03 00 00 66 49 0f 6e d4 66 48    0f 6e c3 4c 89 cf ba 02 00 00 00 66 0f 6c c2 48  | I........fI.n.fH.n.L.......f.l.H | 
| 48c60 |  8d 74 24 30 4c 89 4c 24 08 0f 29 44 24 30 e8 fd    ca fc ff 4c 8b 4c 24 08 49 89 c7 48 8b 03 85 c0  | .t$0L.L$..)D$0.....L.L$.I..H.... | 
| 48c80 |  0f 88 11 f2 ff ff 48 83 e8 01 48 89 03 0f 85 04    f2 ff ff 48 89 df 4c 89 4c 24 08 e8 30 c5 fb ff  | ......H...H........H..L.L$..0... | 
| 48ca0 |  4c 8b 4c 24 08 e9 ed f1 ff ff 66 0f 1f 44 00 00    45 31 f6 45 31 e4 45 31 db 41 bd 70 12 00 00 bd  | L.L$......f..D..E1.E1.E1.A.p.... | 
| 48cc0 |  8e 6b 00 00 e9 b3 f2 ff ff 0f 1f 80 00 00 00 00    31 db 41 bd 6c 12 00 00 bd 33 6b 00 00 45 31 f6  | .k..............1.A.l....3k..E1. | 
| 48ce0 |  45 31 e4 e9 af f2 ff ff 0f 1f 84 00 00 00 00 00    49 8b 5e 18 48 85 db 0f 84 00 ef ff ff 8b 03 4d  | E1..............I.^.H..........M | 
| 48d00 |  8b 5e 10 83 c0 01 74 02 89 03 41 8b 03 83 c0 01    74 03 41 89 03 49 8b 06 85 c0 78 0d 48 83 e8 01  | .^....t...A.....t.A..I....x.H... | 
| 48d20 |  49 89 06 0f 84 2b 03 00 00 66 49 0f 6e cc 66 48    0f 6e c3 4c 89 df ba 02 00 00 00 66 0f 6c c1 48  | I....+...fI.n.fH.n.L.......f.l.H | 
| 48d40 |  8d 74 24 30 4c 89 1c 24 0f 29 44 24 30 e8 1e ca    fc ff 4c 8b 1c 24 49 89 c7 48 8b 03 85 c0 0f 88  | .t$0L..$.)D$0.....L..$I..H...... | 
| 48d60 |  bf ee ff ff 48 83 e8 01 48 89 03 0f 85 b2 ee ff    ff 48 89 df 4c 89 1c 24 e8 53 c4 fb ff 4c 8b 1c  | ....H...H........H..L..$.S...L.. | 
| 48d80 |  24 e9 9d ee ff ff 66 2e 0f 1f 84 00 00 00 00 00    49 8b 01 85 c0 0f 88 9b f3 ff ff 48 83 e8 01 49  | $.....f.........I..........H...I | 
| 48da0 |  89 01 0f 85 8e f3 ff ff 4c 89 cf e8 20 c4 fb ff    e9 81 f3 ff ff 0f 1f 00 e8 43 ca fb ff 48 89 c3  | ........L................C...H.. | 
| 48dc0 |  e9 a2 ee ff ff 0f 1f 00 41 bd 6d 12 00 00 bd 41    6b 00 00 e9 07 f2 ff ff 0f 1f 84 00 00 00 00 00  | ........A.m....Ak............... | 
| 48de0 |  41 bd 71 12 00 00 bd 9c 6b 00 00 e9 ef f1 ff ff    e8 0b ca fb ff 48 89 c3 e9 de f0 ff ff 45 31 f6  | A.q.....k............H.......E1. | 
| 48e00 |  45 31 e4 45 31 db bd 9e 6b 00 00 41 bd 71 12 00    00 e9 02 fc ff ff 31 db 41 bd 6d 12 00 00 bd 55  | E1.E1...k..A.q........1.A.m....U | 
| 48e20 |  6b 00 00 e9 b5 fe ff ff 48 8b 35 99 41 06 00 48    8b 3d e2 41 06 00 31 d2 e8 a3 a7 fc ff 48 89 c3  | k.......H.5.A..H.=.A..1......H.. | 
| 48e40 |  48 85 c0 0f 84 3c 06 00 00 48 89 c7 e8 7f ba fc    ff 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03 0f  | H....<...H.......H....x.H...H... | 
| 48e60 |  84 73 04 00 00 31 db 41 bd 72 12 00 00 bd af 6b    00 00 e9 68 f1 ff ff e8 84 c9 fb ff 49 89 c1 e9  | .s...1.A.r.....k...h........I... | 
| 48e80 |  4e f2 ff ff 31 db 41 bd 75 12 00 00 bd c1 6b 00    00 e9 49 f1 ff ff 4c 89 4c 24 08 48 89 0c 24 e8  | N...1.A.u.....k...I...L.L$.H..$. | 
| 48ea0 |  2c c3 fb ff 4c 8b 4c 24 08 48 8b 0c 24 e9 43 f7    ff ff 4c 8d 5e 28 48 83 c6 38 41 83 e2 40 49 0f  | ,...L.L$.H..$.C...L.^(H..8A..@I. | 
| 48ec0 |  45 f3 e9 1d f6 ff ff 48 8d 79 38 41 83 e3 40 48    0f 45 7c 24 10 e9 fc f5 ff ff 48 3b 05 27 20 06  | E......H.y8A..@H.E|$......H;.'.. | 
| 48ee0 |  00 0f 84 2e 04 00 00 4c 89 cf ba 02 00 00 00 4c    89 4c 24 08 e8 27 c3 fb ff 4c 8b 4c 24 08 48 85  | .......L.......L.L$..'...L.L$.H. | 
| 48f00 |  c0 48 89 c7 74 57 48 3b 05 73 20 06 00 0f 94 c0    48 3b 3d 31 20 06 00 0f 94 c2 08 c2 0f 85 a3 02  | .H..tWH;.s......H;=1............ | 
| 48f20 |  00 00 48 3b 3d 4f 20 06 00 0f 84 96 02 00 00 4c    89 4c 24 10 48 89 7c 24 08 e8 a2 c6 fb ff 48 8b  | ..H;=O.........L.L$.H.|$......H. | 
| 48f40 |  7c 24 08 4c 8b 4c 24 10 89 c3 48 8b 07 85 c0 0f    89 7e 05 00 00 85 db 0f 89 b9 f1 ff ff 41 bd 75  | |$.L.L$...H......~...........A.u | 
| 48f60 |  12 00 00 bd c3 6b 00 00 e9 06 f0 ff ff 48 89 df    e8 5b c2 fb ff e9 d2 f2 ff ff 4c 89 cf 4c 89 1c  | .....k.......H...[........L..L.. | 
| 48f80 |  24 e8 4a c2 fb ff 4c 8b 1c 24 e9 7a f7 ff ff 44    0f b6 17 44 0f b6 1e e9 66 f5 ff ff 4c 89 ef 4c  | $.J...L..$.z...D...D....f...L..L | 
| 48fa0 |  89 0c 24 e8 28 c2 fb ff 4c 8b 0c 24 e9 31 f4 ff    ff 48 8d 74 24 30 ba 02 00 00 00 e9 d8 f3 ff ff  | ..$.(...L..$.1...H.t$0.......... | 
| 48fc0 |  41 bd 77 12 00 00 bd ce 6b 00 00 e9 0f f0 ff ff    4c 89 e7 e8 f8 c1 fb ff 4c 8b 5c 24 08 4c 8b 0c  | A.w.....k.......L.......L.\$.L.. | 
| 48fe0 |  24 e9 be f7 ff ff 31 db 41 bd 7d 12 00 00 bd 58    6c 00 00 e9 e7 ef ff ff 48 89 df 48 89 74 24 08  | $.....1.A.}....Xl.......H..H.t$. | 
| 49000 |  48 89 14 24 e8 c7 c1 fb ff 48 8b 14 24 48 8b 74    24 08 e9 81 f3 ff ff 45 31 f6 45 31 e4 45 31 db  | H..$.....H..$H.t$......E1.E1.E1. | 
| 49020 |  bd d0 6b 00 00 41 bd 77 12 00 00 e9 e8 f9 ff ff    e8 cb c7 fb ff 49 89 c1 e9 34 f1 ff ff 4c 89 f7  | ..k..A.w.............I...4...L.. | 
| 49040 |  4c 89 4c 24 08 e8 86 c1 fb ff 4c 8b 4c 24 08 e9    f5 fb ff ff 4c 89 f7 4c 89 1c 24 e8 70 c1 fb ff  | L.L$......L.L$......L..L..$.p... | 
| 49060 |  4c 8b 1c 24 e9 c0 fc ff ff 41 bd 7d 12 00 00 bd    5a 6c 00 00 e9 fa ee ff ff e8 82 c7 fb ff 4c 8b  | L..$.....A.}....Zl............L. | 
| 49080 |  0c 24 48 89 c3 e9 fc f5 ff ff 44 0f b7 17 44 0f    b7 1e e9 6b f4 ff ff 4c 89 f7 4c 89 5c 24 08 4c  | .$H.......D...D....k...L..L.\$.L | 
| 490a0 |  89 0c 24 e8 28 c1 fb ff 4c 8b 5c 24 08 4c 8b 0c    24 e9 2e f7 ff ff 48 89 df e8 12 c1 fb ff 4c 8b  | ..$.(...L.\$.L..$.....H.......L. | 
| 490c0 |  5c 24 08 4c 8b 0c 24 e9 58 f7 ff ff 4c 89 cf 4c    89 1c 24 e8 f8 c0 fb ff 4c 8b 1c 24 e9 57 f7 ff  | \$.L..$.X...L..L..$.....L..$.W.. | 
| 490e0 |  ff 4c 89 df e8 e7 c0 fb ff e9 5e f7 ff ff 45 31    f6 45 31 e4 45 31 db bd 5d 6c 00 00 41 bd 7d 12  | .L........^...E1.E1.E1..]l..A.}. | 
| 49100 |  00 00 e9 11 f9 ff ff 4d 8b 71 18 4d 85 f6 0f 84    92 f0 ff ff 41 8b 06 4d 8b 59 10 83 c0 01 74 03  | .......M.q.M........A..M.Y....t. | 
| 49120 |  41 89 06 41 8b 03 83 c0 01 74 03 41 89 03 49 8b    01 85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 65 03  | A..A.....t.A..I....x.H...I....e. | 
| 49140 |  00 00 66 49 0f 6e e7 66 49 0f 6e c6 4c 89 df ba    03 00 00 00 66 0f 6c c4 48 8d 74 24 30 4c 89 5c  | ..fI.n.fI.n.L.......f.l.H.t$0L.\ | 
| 49160 |  24 08 4c 89 64 24 40 0f 29 44 24 30 e8 ff c5 fc    ff 4c 8b 5c 24 08 48 89 c3 49 8b 06 85 c0 0f 88  | $.L.d$@.)D$0.....L.\$.H..I...... | 
| 49180 |  57 f0 ff ff 48 83 e8 01 49 89 06 0f 85 4a f0 ff    ff 4c 89 f7 4c 89 5c 24 08 e8 32 c0 fb ff 4c 8b  | W...H...I....J...L..L.\$..2...L. | 
| 491a0 |  5c 24 08 e9 33 f0 ff ff e8 53 c6 fb ff 49 89 c1    e9 15 f5 ff ff 41 bd 77 12 00 00 bd e5 6b 00 00  | \$..3....S...I.......A.w.....k.. | 
| 491c0 |  e9 18 fb ff ff 0f b6 d8 48 8b 07 85 c0 0f 88 43    ef ff ff 48 83 e8 01 48 89 07 0f 85 36 ef ff ff  | ........H......C...H...H....6... | 
| 491e0 |  4c 89 4c 24 08 e8 e6 bf fb ff 4c 8b 4c 24 08 e9    61 fd ff ff 49 89 d9 41 bd 77 12 00 00 bd e9 6b  | L.L$......L.L$..a...I..A.w.....k | 
| 49200 |  00 00 e9 6c ed ff ff 45 31 f6 45 31 e4 bd 62 6c    00 00 41 bd 7d 12 00 00 e9 fb f7 ff ff 48 89 df  | ...l...E1.E1..bl..A.}........H.. | 
| 49220 |  4c 89 44 24 08 e8 a6 bf fb ff 4c 8b 44 24 08 e9    68 f0 ff ff 4c 89 df e8 94 bf fb ff e9 c6 f6 ff  | L.D$......L.D$..h...L........... | 
| 49240 |  ff 48 8d 74 24 30 ba 02 00 00 00 e9 6c f6 ff ff    48 89 ef e8 78 bf fb ff e9 c0 f6 ff ff be cb 6a  | .H.t$0......l...H...x..........j | 
| 49260 |  00 00 e9 30 eb ff ff 48 89 74 24 10 48 89 54 24    08 4c 89 1c 24 e8 56 bf fb ff 4c 8b 1c 24 48 8b  | ...0...H.t$.H.T$.L..$.V...L..$H. | 
| 49280 |  54 24 08 48 8b 74 24 10 e9 2f f6 ff ff 4c 89 e3    e9 25 f8 ff ff 4c 89 c7 4c 89 0c 24 e8 2f bf fb  | T$.H.t$../...L...%...L..L..$./.. | 
| 492a0 |  ff 4c 8b 0c 24 e9 67 f0 ff ff 4c 89 ff 4c 89 0c    24 e8 1a bf fb ff 4c 8b 0c 24 4d 89 cf e9 66 f0  | .L..$.g...L..L..$.....L..$M...f. | 
| 492c0 |  ff ff 45 31 f6 45 31 e4 bd 67 6c 00 00 41 bd 7d    12 00 00 e9 40 f7 ff ff 48 89 df 41 bd 72 12 00  | ..E1.E1..gl..A.}....@...H..A.r.. | 
| 492e0 |  00 31 db bd af 6b 00 00 e8 e3 be fb ff e9 ed ec    ff ff 41 bd 79 12 00 00 bd 22 6c 00 00 e9 dd ec  | .1...k............A.y...."l..... | 
| 49300 |  ff ff bd 6e 6c 00 00 41 bd 7d 12 00 00 45 31 e4    e9 03 f7 ff ff 31 d2 f2 0f 10 05 19 6c 05 00 66  | ...nl..A.}...E1......1......l..f | 
| 49320 |  41 0f 2e 41 10 b8 00 00 00 00 0f 9b c2 0f 44 c2    89 c3 e9 df ed ff ff 49 89 c5 48 8d 74 24 38 ba  | A..A..........D........I..H.t$8. | 
| 49340 |  01 00 00 00 31 ed e9 4d f0 ff ff 4c 89 eb 45 31    f6 45 31 e4 45 31 db bd 36 6c 00 00 41 bd 79 12  | ....1..M...L..E1.E1.E1..6l..A.y. | 
| 49360 |  00 00 e9 b1 f6 ff ff 45 31 f6 bd 69 6c 00 00 41    bd 7d 12 00 00 e9 9e f6 ff ff bd 6b 6c 00 00 41  | .......E1..il..A.}.........kl..A | 
| 49380 |  bd 7d 12 00 00 e9 8e f6 ff ff 49 89 c5 48 8d 74    24 38 ba 01 00 00 00 e9 fc ef ff ff 45 31 f6 bd  | .}........I..H.t$8..........E1.. | 
| 493a0 |  70 6c 00 00 41 bd 7d 12 00 00 e9 69 f6 ff ff 4c    89 e3 41 bd 7e 12 00 00 bd 7f 6c 00 00 e9 1d ec  | pl..A.}....i...L..A.~.....l..... | 
| 493c0 |  ff ff 49 89 c3 48 8d 74 24 38 ba 01 00 00 00 45    31 ed e9 e5 f4 ff ff 41 bd 78 12 00 00 bd f4 6b  | ..I..H.t$8.....E1......A.x.....k | 
| 493e0 |  00 00 e9 f8 eb ff ff 4c 89 e3 41 bd 7e 12 00 00    bd 93 6c 00 00 e9 e3 f8 ff ff 4d 89 fe 41 bd 78  | .......L..A.~.....l.......M..A.x | 
| 49400 |  12 00 00 49 89 df bd f6 6b 00 00 e9 ab f7 ff ff    4c 89 e3 41 bd 7f 12 00 00 bd a1 6c 00 00 e9 bc  | ...I....k.......L..A.......l.... | 
| 49420 |  eb ff ff 4d 8b 60 18 4d 85 e4 0f 84 b5 00 00 00    41 8b 04 24 4d 8b 70 10 83 c0 01 74 04 41 89 04  | ...M.`.M........A..$M.p....t.A.. | 
| 49440 |  24 41 8b 06 83 c0 01 74 03 41 89 06 49 8b 00 85    c0 78 09 48 83 e8 01 49 89 00 74 62 4d 89 f0 ba  | $A.....t.A..I....x.H...I..tbM... | 
| 49460 |  02 00 00 00 e9 4d ee ff ff 45 31 f6 45 31 e4 45    31 db 4c 89 c3 bd 0b 6c 00 00 41 bd 78 12 00 00  | .....M...E1.E1.E1.L....l..A.x... | 
| 49480 |  e9 93 f5 ff ff 41 bd 72 12 00 00 bd ab 6b 00 00    e9 4a eb ff ff 49 89 c3 48 8d 74 24 38 ba 01 00  | .....A.r.....k...J...I..H.t$8... | 
| 494a0 |  00 00 e9 15 f4 ff ff 4c 89 cf 4c 89 5c 24 08 e8    1c bd fb ff 4c 8b 5c 24 08 e9 84 fc ff ff 4c 89  | .......L..L.\$......L.\$......L. | 
| 494c0 |  c7 e8 0a bd fb ff 4d 89 f0 ba 02 00 00 00 e9 e3    ed ff ff 48 83 e8 01 48 89 07 0f 85 75 fa ff ff  | ......M............H...H....u... | 
| 494e0 |  e9 fb fc ff ff 48 c7 04 24 08 00 00 00 ba 01 00    00 00 e9 bf ed ff ff 49 89 c1 e9 a5 e6 ff ff 49  | .....H..$..............I.......I | 
| 49500 |  89 c7 e9 19 e9 ff ff 66 0f 1f 84 00 00 00 00 00    41 57 48 8d 05 27 36 06 00 41 56 66 48 0f 6e c8  | .......f........AWH..'6..AVfH.n. | 
| 49520 |  41 55 41 54 49 89 fc 48 8d b8 e8 fb ff ff 48 05    a0 00 00 00 55 66 48 0f 6e c7 53 66 0f 6c c1 48  | AUATI..H......H.....UfH.n.Sf.l.H | 
| 49540 |  89 d3 48 83 ec 68 66 0f 6f 15 c2 38 06 00 4c 8b    0d bb 38 06 00 48 89 44 24 50 48 8b 05 af 17 06  | ..H..hf.o..8..L...8..H.D$PH..... | 
| 49560 |  00 48 c7 44 24 58 00 00 00 00 48 8b 15 a7 38 06    00 48 89 44 24 30 0f 29 44 24 40 0f 29 54 24 20  | .H.D$X....H...8..H.D$0.)D$@.)T$. | 
| 49580 |  48 85 c9 0f 84 87 01 00 00 48 89 cd 4c 8d 2c de    48 83 fb 02 0f 84 a6 02 00 00 0f 8f a0 00 00 00  | H........H..L.,.H............... | 
| 495a0 |  48 85 db 0f 84 cf 01 00 00 48 83 fb 01 0f 85 a7    02 00 00 4c 8b 0e 4c 8b 79 10 4c 89 4c 24 20 4d  | H........H.........L..L.y.L.L$.M | 
| 495c0 |  85 ff 0f 8e ae 00 00 00 48 8b 15 71 35 06 00 4c    89 ee 48 89 ef e8 06 b4 fc ff 48 89 c2 48 85 c0  | ........H..q5..L..H.......H..H.. | 
| 495e0 |  0f 84 9a 05 00 00 48 89 44 24 28 49 83 ef 01 4d    85 ff 0f 8e 90 02 00 00 4c 8b 4d 10 4c 8b 35 dd  | ......H.D$(I...M........L.M.L.5. | 
| 49600 |  35 06 00 4d 85 c9 0f 8e 70 04 00 00 31 c0 eb 0d    48 83 c0 01 49 39 c1 0f 84 7b 02 00 00 4c 3b 74  | 5..M....p...1...H...I9...{...L;t | 
| 49620 |  c5 18 75 ec 49 8b 44 c5 00 48 85 c0 0f 84 4a 04    00 00 48 89 44 24 30 49 83 ef 01 eb 2b 0f 1f 00  | ..u.I.D..H....J...H.D$0I....+... | 
| 49640 |  48 83 fb 03 0f 85 56 01 00 00 48 8b 46 10 48 8b    56 08 4c 8b 0e 4c 8b 79 10 48 89 44 24 30 48 89  | H.....V...H.F.H.V.L..L.y.H.D$0H. | 
| 49660 |  54 24 28 4c 89 4c 24 20 4d 85 ff 0f 8f 5f 04 00    00 4c 8b 4c 24 20 48 8b 54 24 28 4c 8b 54 24 30  | T$(L.L$.M...._...L.L$.H.T$(L.T$0 | 
| 49680 |  48 8b 0d f1 18 06 00 49 8b ac 24 e8 00 00 00 8b    45 00 83 c0 01 74 03 89 45 00 48 8b 05 af 2b 06  | H......I..$.....E....t..E.H...+. | 
| 496a0 |  00 48 83 ec 08 49 8d 74 24 48 48 8d 3d df e5 00    00 51 41 b8 02 00 00 00 48 89 e9 6a 00 50 ff 35  | .H...I.t$HH.=....QA.....H..j.P.5 | 
| 496c0 |  4c 37 06 00 6a 01 ff 35 7c 34 06 00 52 4c 89 d2    6a 00 50 ff 15 97 39 06 00 48 83 c4 50 48 85 c0  | L7..j..5|4..RL..j.P...9..H..PH.. | 
| 496e0 |  0f 84 22 04 00 00 48 8b 55 00 85 d2 78 0e 48 83    ea 01 48 89 55 00 0f 84 24 01 00 00 48 83 c4 68  | .."...H.U...x.H...H.U...$...H..h | 
| 49700 |  5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 44 00 00    48 83 fb 02 0f 84 76 03 00 00 7f 34 48 85 db 0f  | []A\A]A^A_...D..H.....v....4H... | 
| 49720 |  84 eb 00 00 00 48 83 fb 01 0f 85 2b 01 00 00 48    8b 0d 42 18 06 00 49 89 ca 4c 8b 0e 4c 89 4c 24  | .....H.....+...H..B...I..L..L.L$ | 
| 49740 |  20 e9 41 ff ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 83 fb 03 75 4a 4c 8b 56 10 48 8b 0d 17 18 06  | ..A...f.........H...uJL.V.H..... | 
| 49760 |  00 4c 89 54 24 30 48 8b 56 08 48 89 54 24 28 eb    c8 0f 1f 80 00 00 00 00 4c 8b 79 10 4d 85 ff 0f  | .L.T$0H.V.H.T$(.........L.y.M... | 
| 49780 |  8f 1b 03 00 00 4c 8b 54 24 30 48 8b 0d e7 17 06    00 e9 f1 fe ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .....L.T$0H...........f......... | 
| 497a0 |  48 8d 0d 91 1c 01 00 41 b8 03 00 00 00 48 83 ec    08 48 8b 05 80 17 06 00 48 8d 15 da 1c 01 00 48  | H......A.....H...H......H......H | 
| 497c0 |  8d 35 3a fe 00 00 53 4c 8d 0d e2 20 01 00 48 8b    38 31 c0 e8 b8 bf fb ff 58 be 41 40 00 00 5a 48  | .5:...SL......H.81......X.A@..ZH | 
| 497e0 |  8d 0d 63 1c 01 00 ba ae 05 00 00 48 8d 3d 66 11    01 00 e8 b9 c2 fc ff 48 83 c4 68 31 c0 5b 5d 41  | ..c........H.=f........H..h1.[]A | 
| 49800 |  5c 41 5d 41 5e 41 5f c3 0f 1f 84 00 00 00 00 00    48 8b 0d 61 17 06 00 49 89 ca e9 68 fe ff ff 90  | \A]A^A_.........H..a...I...h.... | 
| 49820 |  48 89 ef 48 89 04 24 e8 a4 b9 fb ff 48 8b 04 24    48 83 c4 68 5b 5d 41 5c 41 5d 41 5e 41 5f c3 90  | H..H..$.....H..$H..h[]A\A]A^A_.. | 
| 49840 |  48 8b 56 08 48 8b 06 4c 8b 79 10 48 89 54 24 28    48 89 44 24 20 e9 95 fd ff ff 48 85 db 48 8d 0d  | H.V.H..L.y.H.T$(H.D$......H..H.. | 
| 49860 |  cb 1b 01 00 48 8d 05 cd 1b 01 00 49 89 d8 48 0f    49 c8 49 c1 f8 3f 49 f7 d0 41 83 e0 03 e9 2b ff  | ....H......I..H.I.I..?I..A....+. | 
| 49880 |  ff ff 66 0f 1f 44 00 00 4c 8b 4c 24 20 e9 f3 fe    ff ff 66 0f 1f 44 00 00 45 31 d2 49 8d 46 28 4a  | ..f..D..L.L$......f..D..E1.I.F(J | 
| 498a0 |  8b 74 d5 18 48 89 44 24 18 49 39 f6 0f 84 09 01    00 00 66 0f 1f 44 00 00 48 8b 05 11 17 06 00 49  | .t..H.D$.I9.......f..D..H......I | 
| 498c0 |  39 46 08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2 0f    84 f3 00 00 00 84 c0 0f 84 eb 00 00 00 49 8b 56  | 9F....H9F....................I.V | 
| 498e0 |  10 48 3b 56 10 0f 85 b5 00 00 00 48 8b 46 18 49    8b 4e 18 48 39 c1 40 0f 95 c7 48 83 f8 ff 0f 95  | .H;V.......H.F.I.N.H9.@...H..... | 
| 49900 |  c0 40 84 c7 74 0a 48 83 f9 ff 0f 85 90 00 00 00    41 0f b6 7e 20 44 0f b6 5e 20 89 f8 44 89 d9 c0  | .@..t.H.........A..~.D..^...D... | 
| 49920 |  e8 02 c0 e9 02 83 e0 07 83 e1 07 38 c8 75 71 40    f6 c7 20 0f 85 a0 02 00 00 49 8b 7e 38 41 f6 c3  | ...........8.uq@.........I.~8A.. | 
| 49940 |  20 0f 85 7d 02 00 00 48 8b 76 38 0f b6 c8 83 f9    01 0f 84 97 02 00 00 83 f9 02 0f 84 9a 02 00 00  | ...}...H.v8..................... | 
| 49960 |  8b 0f 44 8b 1e 41 39 cb 75 36 4c 89 0c 24 48 83    fa 01 74 47 0f b6 c0 4c 89 54 24 08 48 0f af d0  | ..D..A9.u6L..$H...tG...L.T$.H... | 
| 49980 |  e8 8b ba fb ff 4c 8b 54 24 08 4c 8b 0c 24 85 c0    0f 94 c0 0f b6 c0 0f 84 d8 00 00 00 0f 1f 40 00  | .....L.T$.L..$................@. | 
| 499a0 |  49 83 c2 01 4d 39 d1 0f 84 cf 00 00 00 4a 8b 74    d5 18 49 39 f6 0f 85 fd fe ff ff 4b 8b 44 d5 00  | I...M9.......J.t..I9.......K.D.. | 
| 499c0 |  e9 64 fc ff ff 0f 1f 00 48 8b 0d a9 15 06 00 49    39 ce 75 04 84 c0 75 c8 48 39 ce 75 04 84 d2 75  | .d......H......I9.u...u.H9.u...u | 
| 499e0 |  bf 4c 89 f7 ba 02 00 00 00 48 89 4c 24 10 4c 89    54 24 08 4c 89 0c 24 e8 24 b8 fb ff 48 89 c7 48  | .L.......H.L$.L.T$.L..$.$...H..H | 
| 49a00 |  85 c0 74 78 48 3b 05 75 15 06 00 4c 8b 0c 24 0f    94 c0 48 3b 3d 2f 15 06 00 4c 8b 54 24 08 0f 94  | ..txH;.u...L..$...H;=/...L.T$... | 
| 49a20 |  c2 08 c2 0f 85 2f 01 00 00 48 8b 4c 24 10 48 39    cf 0f 84 21 01 00 00 4c 89 54 24 10 4c 89 4c 24  | ...../...H.L$.H9...!...L.T$.L.L$ | 
| 49a40 |  08 48 89 3c 24 e8 96 bb fb ff 4c 8b 54 24 10 4c    8b 4c 24 08 48 8b 3c 24 48 8b 17 85 d2 78 0d 48  | .H.<$.....L.T$.L.L$.H.<$H....x.H | 
| 49a60 |  83 ea 01 48 89 17 0f 84 34 01 00 00 85 c0 0f 84    2c ff ff ff 85 c0 0f 89 3f ff ff ff e8 9f ba fb  | ...H....4.......,.......?....... | 
| 49a80 |  ff 48 85 c0 74 4a be 28 40 00 00 e9 4f fd ff ff    48 8b 0d e1 14 06 00 49 89 ca e9 c7 fc ff ff 90  | .H..tJ.(@...O...H......I........ | 
| 49aa0 |  48 8b 15 81 2c 06 00 4c 89 ee 48 89 ef e8 2e af    fc ff 49 89 c1 48 85 c0 0f 84 a2 00 00 00 48 89  | H...,..L..H.......I..H........H. | 
| 49ac0 |  44 24 20 49 83 ef 01 e9 f3 fa ff ff 0f 1f 40 00    48 8d 4c 24 20 48 8d 54 24 40 49 89 d8 4c 89 ee  | D$.I..........@.H.L$.H.T$@I..L.. | 
| 49ae0 |  4c 8d 0d b2 19 01 00 48 89 ef e8 31 b3 fc ff 85    c0 0f 89 7a fb ff ff be 2d 40 00 00 e9 de fc ff  | L......H...1.......z....-@...... | 
| 49b00 |  ff 0f 1f 80 00 00 00 00 48 8b 55 00 85 d2 78 1a    48 83 ea 01 48 89 55 00 75 10 48 89 ef 48 89 04  | ........H.U...x.H...H.U.u.H..H.. | 
| 49b20 |  24 e8 aa b6 fb ff 48 8b 04 24 48 8d 0d 18 19 01    00 ba 15 06 00 00 be 78 40 00 00 48 89 04 24 48  | $.....H..$H............x@..H..$H | 
| 49b40 |  8d 3d 12 0e 01 00 e8 65 bf fc ff 48 8b 04 24 e9    a8 fb ff ff 0f 1f 40 00 0f b6 c0 e9 f8 fe ff ff  | .=.....e...H..$.......@......... | 
| 49b60 |  e8 bb b9 fb ff 48 85 c0 0f 84 5a fa ff ff be 1a    40 00 00 e9 67 fc ff ff 0f 1f 84 00 00 00 00 00  | .....H....Z.....@...g........... | 
| 49b80 |  e8 9b b9 fb ff 48 85 c0 0f 84 6a fa ff ff be 21    40 00 00 e9 47 fc ff ff 0f 1f 84 00 00 00 00 00  | .....H....j....!@...G........... | 
| 49ba0 |  89 44 24 10 4c 89 54 24 08 4c 89 0c 24 e8 1e b6    fb ff 8b 44 24 10 4c 8b 54 24 08 4c 8b 0c 24 e9  | .D$.L.T$.L..$......D$.L.T$.L..$. | 
| 49bc0 |  a8 fe ff ff 48 8d 4e 28 48 83 c6 38 41 83 e3 40    48 0f 45 f1 e9 72 fd ff ff 49 8d 4e 38 83 e7 40  | ....H.N(H..8A..@H.E..r...I.N8..@ | 
| 49be0 |  48 89 cf 48 0f 45 7c 24 18 e9 4f fd ff ff 0f b6    0f 44 0f b6 1e e9 6b fd ff ff 0f b7 0f 44 0f b7  | H..H.E|$..O......D....k......D.. | 
| 49c00 |  1e e9 5f fd ff ff 66 2e 0f 1f 84 00 00 00 00 00    41 57 48 8d 05 d7 2d 06 00 66 0f ef c0 41 56 66  | .._...f.........AWH...-..f...AVf | 
| 49c20 |  48 0f 6e c8 41 55 41 54 49 89 d4 55 48 89 cd 48    8d 88 30 fe ff ff 48 05 f0 01 00 00 53 48 81 ec  | H.n.AUATI..UH..H..0...H.....SH.. | 
| 49c40 |  b8 00 00 00 48 89 84 24 a0 00 00 00 48 8b 05 bd    10 06 00 0f 29 44 24 70 66 48 0f 6e c1 66 0f 6c  | ....H..$....H.......)D$pfH.n.f.l | 
| 49c60 |  c1 48 89 7c 24 20 48 c7 84 24 a8 00 00 00 00 00    00 00 48 89 84 24 80 00 00 00 0f 29 84 24 90 00  | .H.|$.H..$........H..$.....).$.. | 
| 49c80 |  00 00 48 85 ed 0f 84 f5 00 00 00 4c 8d 34 d6 48    83 fa 02 0f 84 e7 0a 00 00 0f 8f a1 00 00 00 48  | ..H........L.4.H...............H | 
| 49ca0 |  85 d2 0f 84 a0 09 00 00 48 83 fa 01 0f 85 1e 1e    00 00 48 8b 06 4c 8b 45 10 48 89 44 24 70 4d 89  | ........H.........H..L.E.H.D$pM. | 
| 49cc0 |  c7 4c 8b 2d 28 2d 06 00 4d 85 ff 0f 8e 44 0c 00    00 31 c0 eb 10 0f 1f 00 48 83 c0 01 4c 39 f8 0f  | .L.-(-..M....D...1......H...L9.. | 
| 49ce0 |  84 13 0b 00 00 4c 3b 6c c5 18 75 ec 49 8b 04 c6    48 89 44 24 78 48 85 c0 0f 84 20 0c 00 00 4d 8d  | .....L;l..u.I...H.D$xH........M. | 
| 49d00 |  68 ff 48 8b 7c 24 70 4d 85 ed 0f 8e c0 00 00 00    48 8b 15 c9 2e 06 00 4c 89 f6 48 89 ef e8 be ac  | h.H.|$pM........H......L..H..... | 
| 49d20 |  fc ff 48 85 c0 0f 84 be 1a 00 00 48 89 84 24 80    00 00 00 4d 8d 45 ff eb 32 0f 1f 80 00 00 00 00  | ..H........H..$....M.E..2....... | 
| 49d40 |  48 83 fa 03 0f 85 3e 09 00 00 48 8b 46 10 4c 8b    45 10 48 89 84 24 80 00 00 00 48 8b 46 08 48 89  | H.....>...H.F.L.E.H..$....H.F.H. | 
| 49d60 |  44 24 78 48 8b 06 48 89 44 24 70 4d 85 c0 0f 8f    24 16 00 00 48 8b 7c 24 70 eb 55 0f 1f 44 00 00  | D$xH..H.D$pM....$...H.|$p.U..D.. | 
| 49d80 |  48 83 fa 02 74 3e 48 83 fa 03 74 2c 48 83 fa 02    48 8d 0d 98 16 01 00 48 8d 05 9a 16 01 00 41 0f  | H...t>H...t,H...H......H......A. | 
| 49da0 |  9d c0 48 0f 4d c8 45 0f b6 c0 49 83 c0 02 e9 e2    08 00 00 0f 1f 44 00 00 48 8b 46 10 48 89 84 24  | ..H.M.E...I..........D..H.F.H..$ | 
| 49dc0 |  80 00 00 00 f3 0f 6f 16 48 8b 3e 0f 29 54 24 70    48 8b 47 08 f6 80 ab 00 00 00 01 0f 84 a9 1e 00  | ......o.H.>.)T$pH.G............. | 
| 49de0 |  00 48 8b 47 10 48 83 f8 0f 0f 86 39 08 00 00 48    89 c1 ba 01 00 00 00 48 c1 e8 03 83 e1 03 48 29  | .H.G.H.....9...H.......H......H) | 
| 49e00 |  ca 48 0f af c2 48 83 f8 fe 0f 84 31 09 00 00 48    83 f8 02 0f 84 47 09 00 00 e8 12 b7 fb ff 48 89  | .H...H.....1...H.....G........H. | 
| 49e20 |  44 24 10 48 83 7c 24 10 ff 0f 84 81 11 00 00 48    8b 84 24 80 00 00 00 4c 8b 7c 24 78 bf 0c 00 00  | D$.H.|$........H..$....L.|$x.... | 
| 49e40 |  00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 60 00    00 00 00 48 89 44 24 08 48 8b 05 c1 32 06 00 48  | .H.D$X....H.D$`....H.D$.H...2..H | 
| 49e60 |  c7 44 24 68 00 00 00 00 48 8b a8 28 02 00 00 ff    90 68 01 00 00 45 31 c9 b9 01 00 00 00 31 d2 48  | .D$h....H..(.....h...E1......1.H | 
| 49e80 |  89 c6 41 b8 01 01 00 00 4c 89 ff ff d5 48 89 44    24 58 49 89 c4 48 85 c0 0f 84 32 11 00 00 48 89  | ..A.....L....H.D$XI..H....2...H. | 
| 49ea0 |  44 24 60 8b 00 83 c0 01 74 09 41 89 04 24 4c 8b    64 24 58 49 8b 04 24 85 c0 78 0e 48 83 e8 01 49  | D$`.....t.A..$L.d$XI..$..x.H...I | 
| 49ec0 |  89 04 24 0f 84 37 08 00 00 48 c7 44 24 58 00 00    00 00 4c 8b 64 24 60 48 c7 44 24 60 00 00 00 00  | ..$..7...H.D$X....L.d$`H.D$`.... | 
| 49ee0 |  41 8b 74 24 18 85 f6 0f 84 63 13 00 00 48 8b 05    2c 32 06 00 49 8b 7c 24 20 ff 90 f0 04 00 00 4d  | A.t$.....c...H..,2..I.|$.......M | 
| 49f00 |  8b 74 24 10 48 8b 35 ed 2a 06 00 4c 89 e7 48 89    c3 ba 04 00 00 00 4c 89 74 24 28 ff 15 6f 31 06  | .t$.H.5.*..L..H.......L.t$(..o1. | 
| 49f20 |  00 83 f8 ff 0f 84 fe 13 00 00 48 85 db 74 1b 48    8d 73 ff 4c 89 f7 ff 15 4c 31 06 00 66 0f 2f 05  | ..........H..t.H.s.L....L1..f./. | 
| 49f40 |  0c 60 05 00 0f 87 de 0a 00 00 48 8b 2d 27 10 06    00 48 39 6c 24 08 0f 84 44 08 00 00 e8 6f b1 fb  | .`........H.-'...H9l$...D....o.. | 
| 49f60 |  ff 48 89 44 24 30 4c 8b 78 68 66 0f 1f 44 00 00    4d 8b 37 4d 85 f6 74 09 49 39 ee 0f 85 8f 07 00  | .H.D$0L.xhf..D..M.7M..t.I9...... | 
| 49f80 |  00 4d 8b 7f 08 4d 85 ff 75 e6 31 ed 45 31 f6 4c    8b 2d a2 29 06 00 48 8b 3d a3 1f 06 00 49 8b 55  | .M...M..u.1.E1.L.-.)..H.=....I.U | 
| 49fa0 |  18 4c 89 ee e8 b7 b5 fb ff 48 89 c7 48 85 c0 0f    84 b9 15 00 00 8b 00 83 c0 01 74 02 89 07 48 89  | .L.......H..H.............t...H. | 
| 49fc0 |  7c 24 60 48 8b 47 08 48 8b 35 4a 26 06 00 48 8b    80 90 00 00 00 48 85 c0 0f 84 47 18 00 00 ff d0  | |$`H.G.H.5J&..H......H....G..... | 
| 49fe0 |  48 89 c7 48 89 7c 24 58 4c 8b 54 24 60 48 85 ff    0f 84 24 18 00 00 49 8b 02 85 c0 78 12 48 83 e8  | H..H.|$XL.T$`H....$...I....x.H.. | 
| 4a000 |  01 49 89 02 0f 84 0e 13 00 00 48 8b 7c 24 58 48    c7 44 24 60 00 00 00 00 48 8b 0d d9 0e 06 00 ba  | .I........H.|$XH.D$`....H....... | 
| 4a020 |  01 00 00 00 31 c0 48 8d b4 24 98 00 00 00 48 39    4f 08 0f 84 37 18 00 00 66 48 0f 6e c0 0f 16 44  | ....1.H..$....H9O...7...fH.n...D | 
| 4a040 |  24 08 0f 29 84 24 90 00 00 00 e8 21 b7 fc ff 48    8b 7c 24 60 48 89 44 24 68 48 85 ff 74 19 48 8b  | $..).$.....!...H.|$`H.D$hH..t.H. | 
| 4a060 |  17 85 d2 78 12 48 83 ea 01 48 89 17 0f 84 de 13    00 00 48 8b 44 24 68 48 c7 44 24 60 00 00 00 00  | ...x.H...H........H.D$hH.D$`.... | 
| 4a080 |  48 8b 7c 24 58 48 85 c0 0f 84 47 18 00 00 48 8b    07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 be 12  | H.|$XH....G...H....x.H...H...... | 
| 4a0a0 |  00 00 48 c7 44 24 58 00 00 00 00 48 89 df e8 4d    b3 fb ff 48 89 44 24 58 48 85 c0 0f 84 4b 18 00  | ..H.D$X....H...M...H.D$XH....K.. | 
| 4a0c0 |  00 bf 02 00 00 00 e8 e5 b3 fb ff 48 89 44 24 60    49 89 c5 48 85 c0 0f 84 61 18 00 00 48 c7 44 24  | ...........H.D$`I..H....a...H.D$ | 
| 4a0e0 |  60 00 00 00 00 f3 0f 7e 44 24 68 48 c7 44 24 68    00 00 00 00 0f 16 44 24 58 48 c7 44 24 58 00 00  | `......~D$hH.D$h......D$XH.D$X.. | 
| 4a100 |  00 00 0f 11 40 18 4d 85 ff 74 14 49 8b 07 85 c0    78 0d 48 83 e8 01 49 89 07 0f 84 42 14 00 00 4d  | ....@.M..t.I....x.H...I....B...M | 
| 4a120 |  85 f6 74 14 49 8b 06 85 c0 78 0d 48 83 e8 01 49    89 06 0f 84 1c 14 00 00 48 85 ed 74 16 48 8b 45  | ..t.I....x.H...I........H..t.H.E | 
| 4a140 |  00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 ed    12 00 00 4c 8b 35 86 27 06 00 48 8b 3d df 1d 06  | ...x.H...H.E.......L.5.'..H.=... | 
| 4a160 |  00 49 8b 56 18 4c 89 f6 e8 f3 b3 fb ff 48 89 c5    48 85 c0 0f 84 37 13 00 00 8b 00 83 c0 01 74 03  | .I.V.L.......H..H....7........t. | 
| 4a180 |  89 45 00 48 89 6c 24 68 48 8b 45 08 48 8b 35 5d    2c 06 00 48 89 ef 48 8b 80 90 00 00 00 48 85 c0  | .E.H.l$hH.E.H.5],..H..H......H.. | 
| 4a1a0 |  0f 84 a4 13 00 00 ff d0 48 89 44 24 58 48 85 c0    0f 84 80 13 00 00 48 8b 7c 24 68 48 8b 07 85 c0  | ........H.D$XH........H.|$hH.... | 
| 4a1c0 |  78 0d 48 83 e8 01 48 89 07 0f 84 71 10 00 00 48    c7 44 24 68 00 00 00 00 bf 01 00 00 00 e8 ce b2  | x.H...H....q...H.D$h............ | 
| 4a1e0 |  fb ff 48 89 44 24 68 48 89 c5 48 85 c0 0f 84 d2    15 00 00 41 8b 45 00 83 c0 01 74 09 41 89 45 00  | ..H.D$hH..H........A.E....t.A.E. | 
| 4a200 |  48 8b 6c 24 68 4c 89 6d 18 e8 32 b4 fb ff 48 89    44 24 60 49 89 c6 48 85 c0 0f 84 13 16 00 00 48  | H.l$hL.m..2...H.D$`I..H........H | 
| 4a220 |  8b 15 82 0d 06 00 48 8b 35 8b 22 06 00 48 89 c7    e8 cb b4 fb ff 85 c0 0f 88 33 11 00 00 48 8b 6c  | ......H.5."..H...........3...H.l | 
| 4a240 |  24 58 48 8b 54 24 60 4c 8b 7c 24 68 48 8b 45 08    4c 8b b0 80 00 00 00 4d 85 f6 0f 84 9b 12 00 00  | $XH.T$`L.|$hH.E.L......M........ | 
| 4a260 |  48 8d 3d f1 ed 00 00 48 89 54 24 08 e8 8f ae fb    ff 85 c0 0f 85 1a 17 00 00 48 89 ef 48 8b 54 24  | H.=....H.T$..............H..H.T$ | 
| 4a280 |  08 4c 89 fe 41 ff d6 48 89 c5 e8 e1 b2 fb ff 48    85 ed 0f 84 d9 17 00 00 48 8b 7c 24 58 48 8b 07  | .L..A..H.......H........H.|$XH.. | 
| 4a2a0 |  85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 ef 11 00    00 48 c7 44 24 58 00 00 00 00 48 8b 7c 24 68 48  | ..x.H...H........H.D$X....H.|$hH | 
| 4a2c0 |  8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 bd    11 00 00 48 c7 44 24 68 00 00 00 00 48 8b 7c 24  | ....x.H...H........H.D$h....H.|$ | 
| 4a2e0 |  60 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f    84 8b 11 00 00 48 c7 44 24 60 00 00 00 00 8b 45  | `H....x.H...H........H.D$`.....E | 
| 4a300 |  00 83 c0 01 74 03 89 45 00 48 8b 45 10 8b 75 18    48 8b 7d 20 48 89 44 24 38 48 8b 05 00 2e 06 00  | ....t..E.H.E..u.H.}.H.D$8H...... | 
| 4a320 |  ff 90 f0 04 00 00 66 0f ef c0 be 01 00 00 00 48    8b 3d f2 24 06 00 f2 48 0f 2a 44 24 10 49 89 c7  | ......f........H.=.$...H.*D$.I.. | 
| 4a340 |  ff 15 52 2d 06 00 83 f8 ff 0f 84 20 16 00 00 48    c7 44 24 08 00 00 00 00 48 85 db 74 0d 4c 89 f8  | ..R-...........H.D$.....H..t.L.. | 
| 4a360 |  48 99 48 f7 fb 48 89 44 24 08 48 8b 44 24 20 4c    8b 35 7a 21 06 00 4c 8b 80 e8 00 00 00 4c 89 f6  | H.H..H.D$.H.D$.L.5z!..L......L.. | 
| 4a380 |  4d 8b 78 08 4c 89 44 24 30 4c 89 ff e8 5f b2 fb    ff 48 89 44 24 18 48 85 c0 0f 84 a5 16 00 00 48  | M.x.L.D$0L..._...H.D$.H........H | 
| 4a3a0 |  8b 40 08 4c 8b 44 24 30 48 8b 80 10 01 00 00 48    85 c0 0f 84 a8 10 00 00 48 8b 7c 24 18 4c 89 fa  | .@.L.D$0H......H........H.|$.L.. | 
| 4a3c0 |  4c 89 c6 ff d0 48 89 44 24 18 48 85 c0 0f 84 6f    1e 00 00 48 8b 44 24 20 48 8b 35 f9 20 06 00 48  | L....H.D$.H....o...H.D$.H.5....H | 
| 4a3e0 |  8b b8 e8 00 00 00 e8 05 9b fc ff 48 89 44 24 60    48 89 c7 48 85 c0 0f 84 e6 16 00 00 48 c7 44 24  | ...........H.D$`H..H........H.D$ | 
| 4a400 |  68 00 00 00 00 48 8b 05 ec 0a 06 00 48 39 47 08    0f 85 1b 17 00 00 48 8b 47 18 48 89 44 24 68 48  | h....H......H9G.......H.G.H.D$hH | 
| 4a420 |  85 c0 0f 84 b0 17 00 00 8b 10 48 8b 7f 10 83 c2    01 74 02 89 10 8b 07 83 c0 01 74 02 89 07 4c 8b  | ..........H......t........t...L. | 
| 4a440 |  44 24 60 48 89 7c 24 60 49 8b 00 85 c0 0f 88 05    14 00 00 48 83 e8 01 49 89 00 0f 84 8f 0f 00 00  | D$`H.|$`I..........H...I........ | 
| 4a460 |  48 8b 44 24 68 48 8b 7c 24 60 ba 01 00 00 00 48    8d b4 24 90 00 00 00 48 89 84 24 90 00 00 00 48  | H.D$hH.|$`.....H..$....H..$....H | 
| 4a480 |  c7 84 24 98 00 00 00 00 00 00 00 e8 e0 b2 fc ff    48 8b 7c 24 68 49 89 c7 48 85 ff 74 14 48 8b 07  | ..$.............H.|$hI..H..t.H.. | 
| 4a4a0 |  85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 6b 0f 00    00 48 c7 44 24 68 00 00 00 00 4d 85 ff 0f 84 a7  | ..x.H...H....k...H.D$h....M..... | 
| 4a4c0 |  16 00 00 48 8b 7c 24 60 48 8b 07 85 c0 78 0d 48    83 e8 01 48 89 07 0f 84 65 13 00 00 48 c7 44 24  | ...H.|$`H....x.H...H....e...H.D$ | 
| 4a4e0 |  60 00 00 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01    49 89 07 0f 84 52 13 00 00 e8 d2 b1 fb ff 48 83  | `....I....x.H...I....R........H. | 
| 4a500 |  7c 24 08 00 48 89 44 24 30 7e 7d 48 8b 44 24 20    48 8d 14 dd 00 00 00 00 4c 8b 74 24 38 45 31 ff  | |$..H.D$0~}H.D$.H.......L.t$8E1. | 
| 4a520 |  48 89 54 24 20 4c 8d 48 60 4c 89 64 24 48 48 83    c0 20 4c 8b 64 24 28 48 89 6c 24 38 4c 89 f5 49  | H.T$.L.H`L.d$HH...L.d$(H.l$8L..I | 
| 4a540 |  89 c6 4c 89 6c 24 40 4d 89 cd 66 0f 1f 44 00 00    48 8b 74 24 10 48 89 ea 4d 89 e9 49 89 d8 4c 89  | ..L.l$@M..f..D..H.t$.H..M..I..L. | 
| 4a560 |  e1 4c 89 f7 49 83 c7 01 e8 f3 e4 00 00 48 03 6c    24 20 4c 3b 7c 24 08 75 d7 48 8b 6c 24 38 4c 8b  | .L..I........H.l$.L;|$.u.H.l$8L. | 
| 4a580 |  6c 24 40 4c 8b 64 24 48 48 8b 7c 24 30 e8 5e ab    fb ff 48 8b 5c 24 18 48 8b 35 22 29 06 00 31 d2  | l$@L.d$HH.|$0.^...H.\$.H.5")..1. | 
| 4a5a0 |  48 89 df e8 38 90 fc ff 48 89 44 24 08 48 8b 03    85 c0 78 12 48 8b 5c 24 18 48 83 e8 01 48 89 03  | H...8...H.D$.H....x.H.\$.H...H.. | 
| 4a5c0 |  0f 84 49 0e 00 00 48 8b 5c 24 08 48 85 db 0f 84    6f 16 00 00 48 8b 03 85 c0 78 0d 48 83 e8 01 48  | ..I...H.\$.H....o...H....x.H...H | 
| 4a5e0 |  89 03 0f 84 3e 0e 00 00 8b 45 00 83 c0 01 74 03    89 45 00 49 8b 04 24 85 c0 0f 88 4b 0b 00 00 48  | ....>....E....t..E.I..$....K...H | 
| 4a600 |  83 e8 01 49 89 04 24 0f 84 d7 0d 00 00 48 8b 45    00 49 89 ec 45 31 f6 85 c0 0f 89 ad 0a 00 00 e9  | ...I..$......H.E.I..E1.......... | 
| 4a620 |  cf 0a 00 00 0f 1f 40 00 83 e0 03 ba 01 00 00 00    48 29 c2 8b 47 18 48 0f af d0 48 89 54 24 10 e9  | ......@.........H)..G.H...H.T$.. | 
| 4a640 |  df f7 ff ff 0f 1f 40 00 4c 8b 45 10 48 8b 15 cd    21 06 00 4c 89 f6 48 89 ef 4c 89 44 24 08 e8 7d  | ......@.L.E.H...!..L..H..L.D$..} | 
| 4a660 |  a3 fc ff 4c 8b 44 24 08 48 85 c0 48 89 44 24 70    0f 84 4c 14 00 00 4c 8b 7d 10 49 83 e8 01 e9 3e  | ...L.D$.H..H.D$p..L...L.}.I....> | 
| 4a680 |  f6 ff ff 0f 1f 44 00 00 48 8d 0d a9 0d 01 00 41    b8 03 00 00 00 48 83 ec 08 48 8b 05 98 08 06 00  | .....D..H......A.....H...H...... | 
| 4a6a0 |  48 8d 15 dc 12 01 00 48 8d 35 52 ef 00 00 41 54    4c 8d 0d f9 11 01 00 48 8b 38 31 c0 e8 cf b0 fb  | H......H.5R...ATL......H.81..... | 
| 4a6c0 |  ff 58 be 95 5f 00 00 5a 48 8d 0d 7a 0d 01 00 ba    a1 10 00 00 48 8d 3d a5 02 01 00 45 31 e4 e8 cd  | .X.._..ZH..z........H.=....E1... | 
| 4a6e0 |  b3 fc ff 48 81 c4 b8 00 00 00 4c 89 e0 5b 5d 41    5c 41 5d 41 5e 41 5f c3 0f 1f 84 00 00 00 00 00  | ...H......L..[]A\A]A^A_......... | 
| 4a700 |  4c 89 e7 e8 c8 aa fb ff e9 bc f7 ff ff 0f 1f 00    41 8b 06 83 c0 01 74 03 41 89 06 4d 8b 7e 08 41  | L...............A.....t.A..M.~.A | 
| 4a720 |  8b 07 83 c0 01 74 03 41 89 07 4c 89 f7 e8 6e ab    fb ff 48 89 c5 e9 55 f8 ff ff 66 0f 1f 44 00 00  | .....t.A..L...n...H...U...f..D.. | 
| 4a740 |  8b 47 1c 8b 57 18 48 c1 e0 1e 48 09 d0 48 f7 d8    48 89 44 24 10 e9 c9 f6 ff ff 66 0f 1f 44 00 00  | .G..W.H...H..H..H.D$......f..D.. | 
| 4a760 |  8b 47 1c 8b 57 18 48 c1 e0 1e 48 09 d0 48 89 44    24 10 e9 b8 f6 ff ff 66 0f 1f 84 00 00 00 00 00  | .G..W.H...H..H.D$......f........ | 
| 4a780 |  48 8b 46 08 4c 8b 6d 10 48 89 44 24 78 48 8b 06    48 89 44 24 70 e9 68 f5 ff ff 66 0f 1f 44 00 00  | H.F.L.m.H.D$xH..H.D$p.h...f..D.. | 
| 4a7a0 |  48 89 df e8 58 ac fb ff 48 89 44 24 60 49 89 c6    48 85 c0 0f 84 66 13 00 00 bf 01 00 00 00 e8 ed  | H...X...H.D$`I..H....f.......... | 
| 4a7c0 |  ac fb ff 48 89 44 24 68 49 89 c5 48 85 c0 0f 84    a0 13 00 00 48 c7 44 24 68 00 00 00 00 48 8b 44  | ...H.D$hI..H........H.D$h....H.D | 
| 4a7e0 |  24 60 48 c7 44 24 60 00 00 00 00 49 89 45 18 e9    5f f9 ff ff 0f 1f 40 00 31 db 49 8d 45 28 4c 89  | $`H.D$`....I.E.._.....@.1.I.E(L. | 
| 4a800 |  64 24 08 4d 89 fc 48 8b 74 dd 18 48 89 44 24 18    4d 89 c7 49 39 f5 0f 84 f7 01 00 00 0f 1f 40 00  | d$.M..H.t..H.D$.M..I9.........@. | 
| 4a820 |  48 8b 05 a9 07 06 00 49 39 45 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 3b 01 00 00 84 c0 0f  | H......I9E....H9F........;...... | 
| 4a840 |  84 33 01 00 00 49 8b 55 10 48 3b 56 10 0f 85 a5    01 00 00 48 8b 46 18 49 8b 7d 18 48 39 c7 41 0f  | .3...I.U.H;V.......H.F.I.}.H9.A. | 
| 4a860 |  95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74 0a 48 83    ff ff 0f 85 80 01 00 00 45 0f b6 4d 20 44 0f b6  | ..H......A..t.H.........E..M.D.. | 
| 4a880 |  46 20 44 89 c8 44 89 c7 c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 5a 01 00 00 41 f6  | F.D..D.....@.........@8...Z...A. | 
| 4a8a0 |  c1 20 0f 85 54 0b 00 00 49 8b 7d 38 41 f6 c0 20    0f 85 41 10 00 00 48 8b 76 38 44 0f b6 c0 41 83  | ....T...I.}8A.....A...H.v8D...A. | 
| 4a8c0 |  f8 01 0f 84 ed 11 00 00 41 83 f8 02 0f 84 c8 12    00 00 44 8b 07 44 8b 0e 45 39 c1 0f 85 17 01 00  | ........A.........D..D..E9...... | 
| 4a8e0 |  00 48 83 fa 01 0f 84 28 01 00 00 0f b6 c0 48 0f    af d0 e8 19 ab fb ff 85 c0 0f 94 c0 0f b6 c0 0f  | .H.....(......H................. | 
| 4a900 |  85 f3 00 00 00 4c 8b 64 24 08 4d 89 f8 85 c0 0f    89 06 01 00 00 48 c7 44 24 78 00 00 00 00 e8 fd  | .....L.d$.M..........H.D$x...... | 
| 4a920 |  ab fb ff 48 85 c0 0f 85 07 0b 00 00 48 83 ec 08    48 8b 05 01 06 06 00 48 8d 0d f1 0a 01 00 48 8d  | ...H........H...H......H......H. | 
| 4a940 |  35 bb ec 00 00 6a 01 4c 8d 0d 62 0f 01 00 41 b8    02 00 00 00 48 8d 15 28 10 01 00 48 8b 38 31 c0  | 5....j.L..b...A.....H..(...H.81. | 
| 4a960 |  e8 2b ae fb ff 59 5e be 77 5f 00 00 e9 57 fd ff    ff 0f 1f 80 00 00 00 00 4c 8b 05 f9 05 06 00 4d  | .+...Y^.w_...W..........L......M | 
| 4a980 |  39 c5 75 04 84 c0 75 70 4c 39 c6 75 04 84 d2 75    67 4c 89 ef ba 02 00 00 00 4c 89 44 24 10 e8 7d  | 9.u...upL9.u...ugL.......L.D$..} | 
| 4a9a0 |  a8 fb ff 48 89 c7 48 85 c0 0f 84 66 ff ff ff 48    3b 05 ca 05 06 00 0f 94 c0 48 3b 3d 88 05 06 00  | ...H..H....f...H;........H;=.... | 
| 4a9c0 |  0f 94 c2 08 c2 75 0e 4c 8b 44 24 10 4c 39 c7 0f    85 fb 09 00 00 0f b6 c0 48 8b 17 85 d2 78 0d 48  | .....u.L.D$.L9..........H....x.H | 
| 4a9e0 |  83 ea 01 48 89 17 0f 84 1c 0e 00 00 85 c0 0f 85    11 ff ff ff 0f 1f 40 00 48 83 c3 01 4c 39 e3 0f  | ...H..................@.H...L9.. | 
| 4aa00 |  84 10 ff ff ff 48 8b 74 dd 18 49 39 f5 0f 85 0d    fe ff ff 4c 8b 64 24 08 4d 89 f8 49 8b 04 de e9  | .....H.t..I9.......L.d$.M..I.... | 
| 4aa20 |  cc f2 ff ff 0f 1f 40 00 48 8b 15 71 15 06 00 49    8b 47 08 48 39 c2 74 3c 48 8b 88 58 01 00 00 48  | ......@.H..q...I.G.H9.t<H..X...H | 
| 4aa40 |  85 c9 0f 84 f8 04 00 00 48 8b 71 10 48 85 f6 0f    8e 13 05 00 00 31 c0 eb 14 0f 1f 80 00 00 00 00  | ........H.q.H........1.......... | 
| 4aa60 |  48 83 c0 01 48 39 c6 0f 84 fb 04 00 00 48 3b 54    c1 18 75 ec 48 8b 3d 65 1e 06 00 e8 c0 7e fd ff  | H...H9.......H;T..u.H.=e.....~.. | 
| 4aa80 |  48 89 44 24 58 49 89 c5 48 85 c0 0f 84 cb 13 00    00 48 8b 35 e0 1b 06 00 48 89 c7 e8 f0 8b fc ff  | H.D$XI..H........H.5....H....... | 
| 4aaa0 |  48 89 44 24 68 48 89 c5 48 85 c0 0f 84 bf 13 00    00 48 8b 7c 24 58 48 8b 07 85 c0 78 0d 48 83 e8  | H.D$hH..H........H.|$XH....x.H.. | 
| 4aac0 |  01 48 89 07 0f 84 94 11 00 00 48 8b 35 e7 19 06    00 4c 89 ff 48 c7 44 24 58 00 00 00 00 e8 ae 8b  | .H........H.5....L..H.D$X....... | 
| 4aae0 |  fc ff 48 89 44 24 58 49 89 c5 48 85 c0 0f 84 b2    13 00 00 48 8b 7c 24 68 48 8b 05 f9 03 06 00 ba  | ..H.D$XI..H........H.|$hH....... | 
| 4ab00 |  02 00 00 00 31 ed 48 8d b4 24 98 00 00 00 48 39    47 08 0f 84 c4 13 00 00 66 49 0f 6e dd 48 8b 05  | ....1.H..$....H9G.......fI.n.H.. | 
| 4ab20 |  b4 14 06 00 66 48 0f 6e c5 66 0f 6c c3 0f 29 84    24 90 00 00 00 48 89 84 24 a0 00 00 00 e8 2e ac  | ....fH.n.f.l..).$....H..$....... | 
| 4ab40 |  fc ff 48 89 ef 48 89 44 24 60 e8 11 8c fc ff 48    8b 7c 24 58 48 8b 07 85 c0 78 0d 48 83 e8 01 48  | ..H..H.D$`.....H.|$XH....x.H...H | 
| 4ab60 |  89 07 0f 84 18 11 00 00 48 c7 44 24 58 00 00 00    00 48 8b 44 24 60 48 89 44 24 08 48 85 c0 0f 84  | ........H.D$X....H.D$`H.D$.H.... | 
| 4ab80 |  35 13 00 00 48 8b 7c 24 68 48 8b 07 85 c0 78 17    48 83 e8 01 48 89 07 0f 84 4b 12 00 00 48 8b 44  | 5...H.|$hH....x.H...H....K...H.D | 
| 4aba0 |  24 60 48 89 44 24 08 48 8b 4c 24 08 48 8b 1d cd    03 06 00 48 c7 44 24 68 00 00 00 00 48 39 d9 0f  | $`H.D$.H.L$.H......H.D$h....H9.. | 
| 4abc0 |  94 c0 48 3b 0d 7f 03 06 00 0f 94 c2 08 c2 0f 85    74 0d 00 00 48 3b 0d 9d 03 06 00 0f 84 67 0d 00  | ..H;............t...H;.......g.. | 
| 4abe0 |  00 48 89 cf e8 f7 a9 fb ff 89 c5 85 c0 0f 88 75    13 00 00 48 8b 44 24 60 48 89 44 24 08 48 8b 54  | .H.............u...H.D$`H.D$.H.T | 
| 4ac00 |  24 08 48 8b 02 85 c0 78 0d 48 83 e8 01 48 89 02    0f 84 ee 11 00 00 48 c7 44 24 60 00 00 00 00 85  | $.H....x.H...H........H.D$`..... | 
| 4ac20 |  ed 0f 84 41 03 00 00 48 8b 35 8a 18 06 00 4c 89    ff e8 5a 8a fc ff 48 89 44 24 60 49 89 c6 48 85  | ...A...H.5....L...Z...H.D$`I..H. | 
| 4ac40 |  c0 0f 84 4f 13 00 00 48 8b 35 ba 02 06 00 ba 03    00 00 00 48 89 c7 e8 c5 a5 fb ff 48 89 44 24 68  | ...O...H.5.........H.......H.D$h | 
| 4ac60 |  48 89 c5 48 85 c0 0f 84 46 13 00 00 48 8b 7c 24    60 48 8b 07 85 c0 78 12 48 83 e8 01 48 89 07 0f  | H..H....F...H.|$`H....x.H...H... | 
| 4ac80 |  84 f2 12 00 00 48 8b 6c 24 68 48 c7 44 24 60 00    00 00 00 48 39 dd 0f 94 c0 48 3b 2d a8 02 06 00  | .....H.l$hH.D$`....H9....H;-.... | 
| 4aca0 |  0f 94 c2 08 c2 0f 85 1d 11 00 00 48 3b 2d c6 02    06 00 0f 84 10 11 00 00 48 89 ef e8 20 a9 fb ff  | ...........H;-..........H....... | 
| 4acc0 |  41 89 c5 85 c0 0f 88 0e 13 00 00 48 8b 6c 24 68    48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00  | A..........H.l$hH.E...x.H...H.E. | 
| 4ace0 |  0f 84 9b 12 00 00 48 c7 44 24 68 00 00 00 00 45    85 ed 0f 84 70 02 00 00 48 8b 35 b9 1f 06 00 4c  | ......H.D$h....E....p...H.5....L | 
| 4ad00 |  89 ff e8 89 89 fc ff 48 89 44 24 60 49 89 c6 48    85 c0 0f 84 e4 14 00 00 48 c7 44 24 58 00 00 00  | .......H.D$`I..H........H.D$X... | 
| 4ad20 |  00 48 8b 05 d0 01 06 00 49 39 46 08 0f 85 d2 12    00 00 49 8b 46 18 48 89 44 24 58 48 85 c0 0f 84  | .H......I9F.......I.F.H.D$XH.... | 
| 4ad40 |  c0 12 00 00 8b 10 4d 8b 56 10 83 c2 01 74 02 89    10 41 8b 02 83 c0 01 74 03 41 89 02 48 8b 7c 24  | ......M.V....t...A.....t.A..H.|$ | 
| 4ad60 |  60 4c 89 54 24 60 48 8b 07 85 c0 78 12 48 83 e8    01 48 89 07 4c 8b 54 24 60 0f 84 99 12 00 00 48  | `L.T$`H....x.H...H..L.T$`......H | 
| 4ad80 |  8d b4 24 90 00 00 00 ba 01 00 00 00 48 8b 44 24    58 4c 89 d7 48 c7 84 24 98 00 00 00 00 00 00 00  | ..$.........H.D$XL..H..$........ | 
| 4ada0 |  48 89 84 24 90 00 00 00 e8 c3 a9 fc ff 48 8b 7c    24 58 48 89 44 24 68 e8 a4 89 fc ff 4c 8b 6c 24  | H..$.........H.|$XH.D$h.....L.l$ | 
| 4adc0 |  68 48 c7 44 24 58 00 00 00 00 4c 89 ef 4d 85 ed    0f 84 12 14 00 00 4c 8b 44 24 60 49 8b 00 85 c0  | hH.D$X....L..M........L.D$`I.... | 
| 4ade0 |  78 12 48 83 e8 01 49 89 00 48 8b 7c 24 68 0f 84    f4 11 00 00 48 8b 35 2d 20 06 00 31 d2 48 c7 44  | x.H...I..H.|$h......H.5-...1.H.D | 
| 4ae00 |  24 60 00 00 00 00 e8 15 a4 fb ff 48 89 44 24 60    49 89 c6 48 85 c0 0f 84 ab 13 00 00 48 8b 7c 24  | $`.........H.D$`I..H........H.|$ | 
| 4ae20 |  68 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f    84 88 13 00 00 48 c7 44 24 68 00 00 00 00 48 8b  | hH....x.H...H........H.D$h....H. | 
| 4ae40 |  7c 24 60 48 39 df 0f 94 c3 48 3b 3d f8 00 06 00    0f 94 c0 08 d8 0f 85 33 11 00 00 48 3b 3d 16 01  | |$`H9....H;=...........3...H;=.. | 
| 4ae60 |  06 00 0f 84 26 11 00 00 e8 73 a7 fb ff 89 c3 85    c0 0f 88 62 13 00 00 48 8b 7c 24 60 48 8b 07 85  | ....&....s.........b...H.|$`H... | 
| 4ae80 |  c0 78 0d 48 83 e8 01 48 89 07 0f 84 6a 11 00 00    48 c7 44 24 60 00 00 00 00 85 db 0f 84 c7 00 00  | .x.H...H....j...H.D$`........... | 
| 4aea0 |  00 4c 8b 35 20 1e 06 00 41 8b 06 83 c0 01 74 0a    41 89 06 4c 8b 35 0e 1e 06 00 48 8b 3d 87 21 06  | .L.5....A.....t.A..L.5....H.=.!. | 
| 4aec0 |  00 48 8d b4 24 98 00 00 00 48 ba 01 00 00 00 00    00 00 80 48 c7 84 24 90 00 00 00 00 00 00 00 4c  | .H..$....H.........H..$........L | 
| 4aee0 |  89 b4 24 98 00 00 00 e8 84 a8 fc ff 48 89 44 24    60 49 89 c5 48 85 c0 0f 84 d4 0e 00 00 48 89 c7  | ..$.........H.D$`I..H........H.. | 
| 4af00 |  e8 cb 99 fc ff 48 8b 7c 24 60 48 8b 07 85 c0 78    0e 48 83 e8 01 48 89 07 75 05 e8 b1 a2 fb ff bb  | .....H.|$`H....x.H...H..u....... | 
| 4af20 |  da 60 00 00 ba 12 11 00 00 45 31 ed 48 c7 44 24    60 00 00 00 00 e9 77 03 00 00 66 0f 1f 44 00 00  | .`.......E1.H.D$`.....w...f..D.. | 
| 4af40 |  48 8b 80 00 01 00 00 48 39 c2 0f 84 24 fb ff ff    48 85 c0 75 eb 48 3b 15 44 00 06 00 0f 84 12 fb  | H......H9...$...H..u.H;.D....... | 
| 4af60 |  ff ff 66 0f 1f 44 00 00 4c 8b 35 51 1d 06 00 41    8b 06 83 c0 01 0f 84 3f ff ff ff 41 89 06 4c 8b  | ..f..D..L.5Q...A.......?...A..L. | 
| 4af80 |  35 3b 1d 06 00 e9 30 ff ff ff e8 91 a5 fb ff 48    85 c0 75 1c 48 8b 05 9d ff 05 00 48 8d 35 d6 03  | 5;....0........H..u.H......H.5.. | 
| 4afa0 |  01 00 48 8b 38 e8 d6 a2 fb ff 66 0f 1f 44 00 00    e8 6b a5 fb ff 48 85 c0 0f 85 00 0e 00 00 48 c7  | ..H.8.....f..D...k...H........H. | 
| 4afc0 |  44 24 10 ff ff ff ff e9 63 ee ff ff 0f 1f 40 00    48 8b 7c 24 60 45 31 ed bb dc 5f 00 00 ba fc 10  | D$......c.....@.H.|$`E1..._..... | 
| 4afe0 |  00 00 48 c7 44 24 18 00 00 00 00 45 31 f6 31 ed    45 31 d2 48 c7 44 24 08 00 00 00 00 0f 1f 40 00  | ..H.D$.....E1.1.E1.H.D$.......@. | 
| 4b000 |  48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01    48 89 07 0f 84 77 01 00 00 48 8b 7c 24 68 48 85  | H..t.H....x.H...H....w...H.|$hH. | 
| 4b020 |  ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89    07 0f 84 79 01 00 00 48 8b 4c 24 08 48 85 c9 74  | .t.H....x.H...H....y...H.L$.H..t | 
| 4b040 |  14 48 8b 01 85 c0 78 0d 48 83 e8 01 48 89 01 0f    84 7b 01 00 00 48 8b 4c 24 18 48 85 c9 74 14 48  | .H....x.H...H....{...H.L$.H..t.H | 
| 4b060 |  8b 01 85 c0 78 0d 48 83 e8 01 48 89 01 0f 84 7d    01 00 00 4d 85 d2 74 14 49 8b 02 85 c0 78 0d 48  | ....x.H...H....}...M..t.I....x.H | 
| 4b080 |  83 e8 01 49 89 02 0f 84 84 01 00 00 48 8d 0d b6    03 01 00 89 de 48 8d 3d e4 f8 00 00 e8 0f aa fc  | ...I........H........H.=........ | 
| 4b0a0 |  ff 4d 85 e4 74 19 49 8b 04 24 85 c0 78 0e 48 83    e8 01 49 89 04 24 0f 84 6c 01 00 00 45 31 e4 48  | .M..t.I..$..x.H...I..$..l...E1.H | 
| 4b0c0 |  85 ed 74 16 48 8b 45 00 85 c0 78 0e 48 83 e8 01    48 89 45 00 0f 84 96 00 00 00 4d 85 f6 74 14 49  | ..t.H.E...x.H...H.E.......M..t.I | 
| 4b0e0 |  8b 06 85 c0 78 0d 48 83 e8 01 49 89 06 0f 84 8d    00 00 00 4d 85 ed 74 12 49 8b 45 00 85 c0 78 0a  | ....x.H...I........M..t.I.E...x. | 
| 4b100 |  48 83 e8 01 49 89 45 00 74 36 48 85 ed 0f 84 d0    f5 ff ff 48 8b 45 00 85 c0 0f 88 c4 f5 ff ff 48  | H...I.E.t6H........H.E.........H | 
| 4b120 |  83 e8 01 48 89 45 00 0f 85 b6 f5 ff ff 48 89 ef    e8 9b a0 fb ff e9 a9 f5 ff ff 66 0f 1f 44 00 00  | ...H.E.......H............f..D.. | 
| 4b140 |  4c 89 ef e8 88 a0 fb ff eb c0 48 8b 45 00 85 c0    0f 88 8a 0c 00 00 48 83 e8 01 49 89 ec 48 89 45  | L.........H.E.........H...I..H.E | 
| 4b160 |  00 75 90 45 31 f6 66 2e 0f 1f 84 00 00 00 00 00    48 89 ef e8 58 a0 fb ff e9 5d ff ff ff 0f 1f 00  | .u.E1.f.........H...X....]...... | 
| 4b180 |  4c 89 f7 e8 48 a0 fb ff e9 66 ff ff ff 0f 1f 00    89 54 24 20 4c 89 54 24 10 e8 32 a0 fb ff 8b 54  | L...H....f.......T$.L.T$..2....T | 
| 4b1a0 |  24 20 4c 8b 54 24 10 e9 6d fe ff ff 0f 1f 40 00    89 54 24 20 4c 89 54 24 10 e8 12 a0 fb ff 8b 54  | $.L.T$..m.....@..T$.L.T$.......T | 
| 4b1c0 |  24 20 4c 8b 54 24 10 e9 6b fe ff ff 0f 1f 40 00    48 89 cf 89 54 24 20 4c 89 54 24 10 e8 ef 9f fb  | $.L.T$..k.....@.H...T$.L.T$..... | 
| 4b1e0 |  ff 8b 54 24 20 4c 8b 54 24 10 e9 66 fe ff ff 90    48 89 cf 89 54 24 10 4c 89 54 24 08 e8 cf 9f fb  | ..T$.L.T$..f....H...T$.L.T$..... | 
| 4b200 |  ff 8b 54 24 10 4c 8b 54 24 08 e9 64 fe ff ff 90    4c 89 d7 89 54 24 08 e8 b4 9f fb ff 8b 54 24 08  | ..T$.L.T$..d....L...T$.......T$. | 
| 4b220 |  e9 67 fe ff ff 0f 1f 00 31 db 4c 89 e7 49 89 dc    e8 9b 9f fb ff e9 85 fe ff ff 66 0f 1f 44 00 00  | .g......1.L..I............f..D.. | 
| 4b240 |  e8 8b 9f fb ff e9 85 ef ff ff 66 0f 1f 44 00 00    48 8b 35 49 1d 06 00 48 8b 3d e2 1d 06 00 31 d2  | ..........f..D..H.5I...H.=....1. | 
| 4b260 |  e8 7b 83 fc ff 48 89 44 24 60 49 89 c6 48 85 c0    0f 84 7c 0b 00 00 48 89 c7 e8 52 96 fc ff 48 8b  | .{...H.D$`I..H....|...H...R...H. | 
| 4b280 |  7c 24 60 48 8b 07 85 c0 78 0e 48 83 e8 01 48 89    07 75 05 e8 38 9f fb ff bb f9 5f 00 00 ba ff 10  | |$`H....x.H...H..u..8....._..... | 
| 4b2a0 |  00 00 45 31 ed 45 31 f6 48 c7 44 24 60 00 00 00    00 48 8b 7c 24 58 31 ed 45 31 d2 48 c7 44 24 18  | ..E1.E1.H.D$`....H.|$X1.E1.H.D$. | 
| 4b2c0 |  00 00 00 00 48 c7 44 24 08 00 00 00 00 48 85 ff    0f 84 43 fd ff ff 48 8b 07 85 c0 78 09 48 83 e8  | ....H.D$.....H....C...H....x.H.. | 
| 4b2e0 |  01 48 89 07 74 0a 48 8b 7c 24 60 e9 10 fd ff ff    89 54 24 20 4c 89 54 24 10 e8 d2 9e fb ff 48 8b  | .H..t.H.|$`......T$.L.T$......H. | 
| 4b300 |  7c 24 60 8b 54 24 20 4c 8b 54 24 10 e9 ef fc ff    ff 0f 1f 80 00 00 00 00 4c 89 d7 e8 b0 9e fb ff  | |$`.T$.L.T$.............L....... | 
| 4b320 |  e9 e5 ec ff ff 0f 1f 00 bb 1d 60 00 00 ba 02 11    00 00 48 c7 44 24 18 00 00 00 00 45 31 d2 45 31  | ..........`.......H.D$.....E1.E1 | 
| 4b340 |  ed 48 c7 44 24 08 00 00 00 00 31 ed 48 8b 7c 24    58 45 31 f6 48 85 ff 0f 85 79 ff ff ff eb 87 90  | .H.D$.....1.H.|$XE1.H....y...... | 
| 4b360 |  e8 6b 9e fb ff e9 38 ed ff ff 66 0f 1f 44 00 00    bb b0 61 00 00 48 c7 44 24 18 00 00 00 00 ba 1a  | .k....8...f..D....a..H.D$....... | 
| 4b380 |  11 00 00 45 31 d2 48 c7 44 24 08 00 00 00 00 eb    b9 0f 1f 80 00 00 00 00 48 8d 4c 24 70 4d 89 e0  | ...E1.H.D$..............H.L$pM.. | 
| 4b3a0 |  4c 89 f6 48 89 ef 48 8d 94 24 90 00 00 00 4c 8d    0d ce 05 01 00 e8 66 9a fc ff 85 c0 0f 89 b2 e9  | L..H..H..$....L.......f......... | 
| 4b3c0 |  ff ff be 83 5f 00 00 e9 fc f2 ff ff 0f 1f 40 00    48 89 7c 24 10 e8 06 a2 fb ff 48 8b 7c 24 10 e9  | ...._.........@.H.|$......H.|$.. | 
| 4b3e0 |  f4 f5 ff ff 48 89 eb 45 31 f6 e9 3b fe ff ff 4c    89 c7 e8 d9 9d fb ff e9 64 f0 ff ff 49 8d 7d 38  | ....H..E1..;...L........d...I.}8 | 
| 4b400 |  41 83 e1 40 48 0f 45 7c 24 18 e9 9d f4 ff ff 48    89 df e8 b9 9d fb ff e9 aa f1 ff ff e8 af 9d fb  | A..@H.E|$......H................ | 
| 4b420 |  ff e9 8b f0 ff ff 48 89 df e8 a2 9d fb ff e9 b5    f1 ff ff be 75 5f 00 00 e9 8b f2 ff ff 0f 1f 00  | ......H.............u_.......... | 
| 4b440 |  48 89 ef e8 88 9d fb ff e9 06 ed ff ff 0f 1f 00    e8 7b 9d fb ff e9 18 ec ff ff 66 0f 1f 44 00 00  | H................{........f..D.. | 
| 4b460 |  48 8b 54 24 18 8b 02 89 44 24 30 83 c0 01 0f 84    5f ef ff ff 89 02 e9 58 ef ff ff 0f 1f 44 00 00  | H.T$....D$0....._......X.....D.. | 
| 4b480 |  e8 4b 9d fb ff e9 6b ee ff ff 66 0f 1f 44 00 00    e8 3b 9d fb ff e9 39 ee ff ff 66 0f 1f 44 00 00  | .K....k...f..D...;....9...f..D.. | 
| 4b4a0 |  e8 2b 9d fb ff e9 07 ee ff ff 66 0f 1f 44 00 00    e8 6b a0 fb ff 48 85 c0 0f 85 d9 09 00 00 4c 89  | .+........f..D...k...H........L. | 
| 4b4c0 |  f7 e8 5a 72 fd ff 48 89 44 24 68 48 89 c5 48 85    c0 0f 85 b1 ec ff ff 45 31 d2 bb a4 61 00 00 ba  | ..Zr..H.D$hH..H........E1...a... | 
| 4b4e0 |  1a 11 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44    24 08 00 00 00 00 e9 51 fe ff ff 48 89 ef 4c 89  | ....H.D$.....H.D$......Q...H..L. | 
| 4b500 |  fe e8 4a a2 fb ff 48 89 c5 48 85 c0 0f 85 86 ed    ff ff 45 31 d2 bb b1 61 00 00 ba 1a 11 00 00 48  | ..J...H..H........E1...a.......H | 
| 4b520 |  c7 44 24 18 00 00 00 00 48 c7 44 24 08 00 00 00    00 e9 16 fe ff ff 48 8b 7c 24 60 bb a6 61 00 00  | .D$.....H.D$..........H.|$`..a.. | 
| 4b540 |  ba 1a 11 00 00 e9 98 fa ff ff e8 b1 a2 fb ff e9    54 ec ff ff 4c 89 f7 e8 74 9c fb ff e9 d7 eb ff  | ................T...L...t....... | 
| 4b560 |  ff 4c 89 ff e8 67 9c fb ff e9 b1 eb ff ff e8 ad    9f fb ff 48 85 c0 0f 85 c3 09 00 00 4c 89 ef e8  | .L...g.............H........L... | 
| 4b580 |  9c 71 fd ff 48 89 44 24 60 48 89 c7 48 85 c0 0f    85 2e ea ff ff 41 bd 22 61 00 00 48 8b 7c 24 58  | .q..H.D$`H..H........A."a..H.|$X | 
| 4b5a0 |  48 85 ff 0f 84 40 03 00 00 48 8b 07 85 c0 0f 88    35 03 00 00 48 83 e8 01 48 89 07 0f 84 5b 03 00  | H....@...H......5...H...H....[.. | 
| 4b5c0 |  00 4c 8b 54 24 60 48 c7 44 24 58 00 00 00 00 4d    85 d2 74 14 49 8b 02 85 c0 78 0d 48 83 e8 01 49  | .L.T$`H.D$X....M..t.I....x.H...I | 
| 4b5e0 |  89 02 0f 84 48 03 00 00 48 c7 44 24 60 00 00 00    00 48 8b 7c 24 68 48 85 ff 74 14 48 8b 07 85 c0  | ....H...H.D$`....H.|$hH..t.H.... | 
| 4b600 |  78 0d 48 83 e8 01 48 89 07 0f 84 17 03 00 00 48    8d 0d 33 fe 00 00 ba 17 11 00 00 44 89 ee 48 c7  | x.H...H........H..3........D..H. | 
| 4b620 |  44 24 68 00 00 00 00 48 8d 3d 52 f3 00 00 e8 7d    a4 fc ff 48 8b 7c 24 30 48 8d 4c 24 68 48 8d 54  | D$h....H.=R....}...H.|$0H.L$hH.T | 
| 4b640 |  24 58 48 8d 74 24 60 e8 f4 9c fc ff 85 c0 0f 88    49 03 00 00 48 8b 4c 24 08 48 8b 05 b0 f8 05 00  | $XH.t$`.........I...H.L$.H...... | 
| 4b660 |  48 39 41 08 0f 85 3d 05 00 00 8b 01 89 44 24 18    83 c0 01 74 02 89 01 48 89 df e8 81 9d fb ff 48  | H9A...=......D$....t...H.......H | 
| 4b680 |  89 44 24 18 49 89 c5 48 85 c0 0f 84 57 05 00 00    bf 01 00 00 00 e8 16 9e fb ff 49 89 c2 48 85 c0  | .D$.I..H....W.............I..H.. | 
| 4b6a0 |  0f 84 8e 05 00 00 4c 89 68 18 48 8b 7c 24 08 48    89 c6 48 89 44 24 18 e8 a4 9a fb ff 4c 8b 54 24  | ......L.h.H.|$.H..H.D$......L.T$ | 
| 4b6c0 |  18 48 85 c0 49 89 c5 0f 84 9b 05 00 00 48 8b 54    24 08 48 8b 02 85 c0 78 0d 48 83 e8 01 48 89 02  | .H..I........H.T$.H....x.H...H.. | 
| 4b6e0 |  0f 84 77 02 00 00 49 8b 02 85 c0 78 0d 48 83 e8    01 49 89 02 0f 84 56 02 00 00 48 8b 7c 24 60 48  | ..w...I....x.H...I....V...H.|$`H | 
| 4b700 |  85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48    89 07 0f 84 2a 04 00 00 48 c7 44 24 60 00 00 00  | ..t.H....x.H...H....*...H.D$`... | 
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| 4b740 |  c7 44 24 58 00 00 00 00 48 8b 7c 24 68 48 85 ff    74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07  | .D$X....H.|$hH..t.H....x.H...H.. | 
| 4b760 |  0f 84 f0 03 00 00 48 c7 44 24 68 00 00 00 00 48    8b 44 24 30 48 8b 40 68 48 8b 38 4c 89 30 48 85  | ......H.D$h....H.D$0H.@hH.8L.0H. | 
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| 4b7a0 |  49 8b 07 85 c0 0f 88 8d e9 ff ff 48 83 e8 01 49    89 07 0f 85 80 e9 ff ff 4c 89 ff e8 10 9a fb ff  | I..........H...I........L....... | 
| 4b7c0 |  e9 73 e9 ff ff 45 31 d2 bb a9 61 00 00 ba 1a 11    00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 08  | .s...E1...a.......H.D$.....H.D$. | 
| 4b7e0 |  00 00 00 00 e9 63 fb ff ff e8 32 9d fb ff 48 85    c0 0f 84 a1 fb ff ff be 7e 5f 00 00 e9 c7 ee ff  | .....c....2...H.........~_...... | 
| 4b800 |  ff 0f 1f 80 00 00 00 00 89 44 24 10 e8 bf 99 fb    ff 8b 44 24 10 e9 d2 f1 ff ff 41 bd 24 61 00 00  | .........D$.......D$......A.$a.. | 
| 4b820 |  e9 a1 fd ff ff e8 d6 9f fb ff 48 89 c7 e9 b1 e7    ff ff bb ae 61 00 00 ba 1a 11 00 00 e9 70 fa ff  | ..........H.........a........p.. | 
| 4b840 |  ff e8 8a 99 fb ff e9 91 ec ff ff 4c 89 ff e8 7d    99 fb ff e9 a1 ec ff ff 48 8b 44 24 68 48 8d b4  | ...........L...}........H.D$hH.. | 
| 4b860 |  24 90 00 00 00 ba 01 00 00 00 e9 08 ec ff ff 48    8b 47 18 48 89 44 24 60 48 85 c0 0f 84 b7 e7 ff  | $..............H.G.H.D$`H....... | 
| 4b880 |  ff 8b 10 48 8b 7f 10 83 c2 01 74 02 89 10 8b 07    83 c0 01 74 02 89 07 4c 8b 54 24 58 48 89 7c 24  | ...H......t........t...L.T$XH.|$ | 
| 4b8a0 |  58 49 8b 02 85 c0 0f 88 8c 05 00 00 48 83 e8 01    49 89 02 0f 84 96 05 00 00 48 8b 44 24 60 48 8b  | XI..........H...I........H.D$`H. | 
| 4b8c0 |  7c 24 58 ba 02 00 00 00 48 8d b4 24 90 00 00 00    e9 63 e7 ff ff 48 85 ff 0f 84 59 09 00 00 41 bd  | |$X.....H..$.....c...H....Y...A. | 
| 4b8e0 |  39 61 00 00 e9 c0 fc ff ff 48 c7 44 24 58 00 00    00 00 e9 f1 fc ff ff 4c 8d 4e 28 48 83 c6 38 41  | 9a.......H.D$X.........L.N(H..8A | 
| 4b900 |  83 e0 40 49 0f 45 f1 e9 ae ef ff ff 4c 8b 54 24    60 41 bd 3d 61 00 00 e9 aa fc ff ff e8 af 98 fb  | ..@I.E......L.T$`A.=a........... | 
| 4b920 |  ff e9 9b fc ff ff e8 a5 98 fb ff e9 df fc ff ff    4c 89 d7 e8 98 98 fb ff e9 ab fc ff ff 41 bd 3f  | ................L............A.? | 
| 4b940 |  61 00 00 e9 53 fc ff ff 0f b6 e8 e9 ad f2 ff ff    4c 89 d7 e8 78 98 fb ff e9 9d fd ff ff 48 89 d7  | a...S...........L...x........H.. | 
| 4b960 |  e8 6b 98 fb ff 4c 8b 54 24 18 e9 77 fd ff ff bb    e7 61 00 00 ba 1f 11 00 00 45 31 d2 48 c7 44 24  | .k...L.T$..w.....a.......E1.H.D$ | 
| 4b980 |  18 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 b9    f9 ff ff bb b1 61 00 00 e9 d8 f9 ff ff bb 65 61  | .....H.D$............a........ea | 
| 4b9a0 |  00 00 ba 18 11 00 00 45 31 d2 48 c7 44 24 18 00    00 00 00 48 c7 44 24 08 00 00 00 00 48 8b 44 24  | .......E1.H.D$.....H.D$.....H.D$ | 
| 4b9c0 |  30 48 8b 40 68 48 8b 38 4c 89 30 48 85 ff 74 14    48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84  | 0H.@hH.8L.0H..t.H....x.H...H.... | 
| 4b9e0 |  15 02 00 00 4d 85 ff 74 14 49 8b 07 85 c0 78 0d    48 83 e8 01 49 89 07 0f 84 18 02 00 00 45 31 ed  | ....M..t.I....x.H...I........E1. | 
| 4ba00 |  48 85 ed 0f 84 43 f9 ff ff 48 8b 45 00 85 c0 0f    88 35 f9 ff ff 48 83 e8 01 48 89 45 00 0f 85 27  | H....C...H.E.....5...H...H.E...' | 
| 4ba20 |  f9 ff ff 48 89 ef 89 54 24 20 31 ed 4c 89 54 24    10 e8 9a 97 fb ff 4c 8b 54 24 10 8b 54 24 20 e9  | ...H...T$.1.L.T$......L.T$..T$.. | 
| 4ba40 |  08 f9 ff ff 48 8b 05 75 f5 05 00 4c 89 f6 bb 09    62 00 00 48 8b 38 e8 95 97 fb ff 45 31 d2 ba 23  | ....H..u...L....b..H.8.....E1..# | 
| 4ba60 |  11 00 00 48 c7 44 24 08 00 00 00 00 e9 db f8 ff    ff e8 aa 9a fb ff 48 89 44 24 08 48 85 c0 0f 85  | ...H.D$...............H.D$.H.... | 
| 4ba80 |  8e fa ff ff 48 8b 05 65 f4 05 00 48 8d 35 e6 d5    00 00 bb b1 61 00 00 48 8b 38 e8 e1 97 fb ff 45  | ....H..e...H.5......a..H.8.....E | 
| 4baa0 |  31 d2 ba 1a 11 00 00 48 c7 44 24 18 00 00 00 00    e9 97 f8 ff ff 44 0f b6 07 44 0f b6 0e e9 16 ee  | 1......H.D$..........D...D...... | 
| 4bac0 |  ff ff e8 59 9a fb ff 48 85 c0 0f 85 d8 04 00 00    48 8d 0d 58 f9 00 00 41 b8 02 00 00 00 e9 b3 eb  | ...Y...H........H..X...A........ | 
| 4bae0 |  ff ff bb 0b 62 00 00 48 8b 4c 24 18 48 8b 01 85    c0 78 0d 48 83 e8 01 48 89 01 0f 84 11 03 00 00  | ....b..H.L$.H....x.H...H........ | 
| 4bb00 |  48 c7 44 24 18 00 00 00 00 ba 23 11 00 00 45 31    d2 48 c7 44 24 08 00 00 00 00 e9 2d f8 ff ff 45  | H.D$......#...E1.H.D$......-...E | 
| 4bb20 |  31 ed bb f6 60 00 00 ba 14 11 00 00 e9 80 f7 ff    ff 48 8d b4 24 98 00 00 00 31 d2 31 c0 e9 35 e9  | 1...`............H..$....1.1..5. | 
| 4bb40 |  ff ff e8 89 96 fb ff e9 cc fb ff ff e8 7f 96 fb    ff e9 e9 fb ff ff e8 75 96 fb ff e9 06 fc ff ff  | .......................u........ | 
| 4bb60 |  e8 6b 96 fb ff e9 2d fc ff ff bb 1f 62 00 00 e9    73 ff ff ff 45 31 d2 31 ed bb f8 60 00 00 ba 14  | .k....-.....b...s...E1.1...`.... | 
| 4bb80 |  11 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24    08 00 00 00 00 e9 b2 f7 ff ff 44 0f b7 07 44 0f  | ...H.D$.....H.D$..........D...D. | 
| 4bba0 |  b7 0e e9 31 ed ff ff 48 89 cf e8 61 9b fb ff 48    89 44 24 08 48 85 c0 0f 85 ba fa ff ff 45 31 d2  | ...1...H...a...H.D$.H........E1. | 
| 4bbc0 |  bb 71 61 00 00 ba 19 11 00 00 48 c7 44 24 18 00    00 00 00 e9 e4 fd ff ff 48 8d b4 24 98 00 00 00  | .qa.......H.D$..........H..$.... | 
| 4bbe0 |  31 d2 e9 90 e8 ff ff 45 31 d2 bb 73 61 00 00 ba    19 11 00 00 e9 c3 fd ff ff 89 54 24 20 4c 89 54  | 1......E1..sa.............T$.L.T | 
| 4bc00 |  24 10 e8 c9 95 fb ff 8b 54 24 20 4c 8b 54 24 10    e9 cf fd ff ff 4c 89 ff 89 54 24 20 4c 89 54 24  | $.......T$.L.T$......L...T$.L.T$ | 
| 4bc20 |  10 e8 aa 95 fb ff 8b 54 24 20 4c 8b 54 24 10 e9    c9 fd ff ff bb 75 61 00 00 ba 19 11 00 00 e9 79  | .......T$.L.T$.......ua........y | 
| 4bc40 |  fd ff ff 45 31 d2 bb 6b 62 00 00 ba 23 11 00 00    48 c7 44 24 18 00 00 00 00 e9 ee f6 ff ff e8 6d  | ...E1..kb...#...H.D$...........m | 
| 4bc60 |  95 fb ff e9 62 ee ff ff 48 c7 44 24 18 00 00 00    00 bb 7a 61 00 00 ba 19 11 00 00 e9 3c fd ff ff  | ....b...H.D$......za........<... | 
| 4bc80 |  e8 4b 95 fb ff e9 de ee ff ff 48 8b 40 60 48 85    c0 0f 84 f3 f2 ff ff 48 8b 80 80 00 00 00 48 85  | .K........H.@`H........H......H. | 
| 4bca0 |  c0 0f 84 e3 f2 ff ff ff d0 48 89 c5 48 85 c0 0f    84 d5 f2 ff ff 48 8b 40 08 4c 8b 2d e8 f2 05 00  | .........H..H........H.@.L.-.... | 
| 4bcc0 |  4c 39 e8 75 74 0f 1f 00 f6 80 ab 00 00 00 01 0f    84 5f 03 00 00 48 8b 45 10 48 83 f8 0f 76 7e 48  | L9.ut............_...H.E.H...v~H | 
| 4bce0 |  89 c1 ba 01 00 00 00 48 c1 e8 03 83 e1 03 48 29    ca 48 0f af c2 48 83 f8 fe 0f 84 a5 00 00 00 48  | .......H......H).H...H.........H | 
| 4bd00 |  83 f8 02 74 71 48 89 ef e8 23 98 fb ff 48 89 44    24 10 48 8b 45 00 85 c0 0f 88 05 e1 ff ff 48 83  | ...tqH...#...H.D$.H.E.........H. | 
| 4bd20 |  e8 01 48 89 45 00 0f 85 f7 e0 ff ff 48 89 ef e8    9c 94 fb ff e9 ea e0 ff ff 48 89 ef 48 8d 35 fe  | ..H.E.......H............H..H.5. | 
| 4bd40 |  f9 00 00 e8 b8 7a fc ff 48 89 c5 48 85 c0 0f 84    5c f2 ff ff 48 8b 40 08 e9 6b ff ff ff 83 e0 03  | .....z..H..H....\...H.@..k...... | 
| 4bd60 |  ba 01 00 00 00 48 29 c2 8b 45 18 48 0f af d0 48    89 54 24 10 eb 9c 8b 45 1c 8b 55 18 48 c1 e0 1e  | .....H)..E.H...H.T$....E..U.H... | 
| 4bd80 |  48 09 d0 48 89 44 24 10 48 8b 45 00 85 c0 0f 88    9b e0 ff ff 48 83 e8 01 48 89 45 00 0f 85 8d e0  | H..H.D$.H.E.........H...H.E..... | 
| 4bda0 |  ff ff eb 88 8b 45 1c 8b 55 18 48 c1 e0 1e 48 09    d0 48 f7 d8 48 89 44 24 10 e9 54 ff ff ff be 8f  | .....E..U.H...H..H..H.D$..T..... | 
| 4bdc0 |  5f 00 00 e9 00 e9 ff ff 44 0f b6 e8 e9 ff ee ff    ff bb d6 60 00 00 ba 12 11 00 00 e9 d1 f4 ff ff  | _.......D..........`............ | 
| 4bde0 |  49 89 ec e9 10 f3 ff ff e8 e3 93 fb ff e9 ab ed    ff ff 45 31 ed bb f5 5f 00 00 ba ff 10 00 00 e9  | I.................E1..._........ | 
| 4be00 |  ad f4 ff ff 48 89 d7 e8 c4 93 fb ff e9 05 ee ff    ff 48 89 cf e8 b7 93 fb ff ba 23 11 00 00 45 31  | ....H............H........#...E1 | 
| 4be20 |  d2 48 c7 44 24 18 00 00 00 00 48 c7 44 24 08 00    00 00 00 e9 14 f5 ff ff 48 8b 44 24 60 48 8d b4  | .H.D$.....H.D$..........H.D$`H.. | 
| 4be40 |  24 90 00 00 00 ba 02 00 00 00 e9 e9 e1 ff ff 4c    89 d7 e8 79 93 fb ff e9 5d fa ff ff 48 8b 7c 24  | $..............L...y....]...H.|$ | 
| 4be60 |  60 bb 46 60 00 00 ba 08 11 00 00 e9 72 f1 ff ff    45 31 d2 45 31 ed bb 48 60 00 00 ba 08 11 00 00  | `.F`........r...E1.E1..H`....... | 
| 4be80 |  48 c7 44 24 18 00 00 00 00 48 c7 44 24 08 00 00    00 00 e9 b5 f4 ff ff 48 c7 44 24 68 00 00 00 00  | H.D$.....H.D$..........H.D$h.... | 
| 4bea0 |  e9 32 f6 ff ff 48 8b 7c 24 60 bb 4b 60 00 00 ba    08 11 00 00 e9 29 f1 ff ff 45 31 ed 45 31 f6 31  | .2...H.|$`.K`........)...E1.E1.1 | 
| 4bec0 |  ed 45 31 d2 48 c7 44 24 18 00 00 00 00 ba 08 11    00 00 bb 60 60 00 00 e9 3d f1 ff ff 48 8b 6f 18  | .E1.H.D$...........``...=...H.o. | 
| 4bee0 |  48 85 ed 0f 84 2f ec ff ff 8b 45 00 48 8b 7f 10    83 c0 01 74 03 89 45 00 8b 07 83 c0 01 74 02 89  | H..../....E.H......t..E......t.. | 
| 4bf00 |  07 4c 8b 44 24 68 48 89 7c 24 68 49 8b 00 85 c0    0f 88 90 02 00 00 48 83 e8 01 49 89 00 0f 84 76  | .L.D$hH.|$hI..........H...I....v | 
| 4bf20 |  02 00 00 4c 8b 6c 24 58 48 8b 7c 24 68 ba 03 00    00 00 48 8d b4 24 90 00 00 00 e9 d9 eb ff ff 48  | ...L.l$XH.|$h.....H..$.........H | 
| 4bf40 |  8b 7c 24 58 41 bd 22 61 00 00 48 c7 44 24 60 00    00 00 00 48 85 ff 0f 85 4d f6 ff ff e9 87 f6 ff  | .|$XA."a..H.D$`....H....M....... | 
| 4bf60 |  ff 0f 1f 80 00 00 00 00 bb 64 60 00 00 ba 08 11    00 00 e9 bb f3 ff ff e8 54 92 fb ff e9 04 ed ff  | .........d`.............T....... | 
| 4bf80 |  ff 48 89 ef e8 47 92 fb ff e9 58 ed ff ff 0f b6    db e9 e6 ee ff ff 45 31 ed bb 73 60 00 00 ba 09  | .H...G....X...........E1..s`.... | 
| 4bfa0 |  11 00 00 e9 09 f3 ff ff be 6d 5f 00 00 e9 16 e7    ff ff 45 31 d2 45 31 ed bb 75 60 00 00 ba 09 11  | .........m_.......E1.E1..u`..... | 
| 4bfc0 |  00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 08    00 00 00 00 e9 73 f3 ff ff bb 77 60 00 00 ba 09  | ..H.D$.....H.D$......s....w`.... | 
| 4bfe0 |  11 00 00 e9 4a f3 ff ff 4c 89 c7 e8 e0 91 fb ff    48 8b 7c 24 68 e9 fa ed ff ff e8 d1 91 fb ff e9  | ....J...L.......H.|$h........... | 
| 4c000 |  8c ee ff ff 4c 8b 54 24 60 48 8d b4 24 98 00 00    00 31 d2 e9 74 ed ff ff e8 b3 91 fb ff 4c 8b 54  | ....L.T$`H..$....1..t........L.T | 
| 4c020 |  24 60 ba 01 00 00 00 48 8d b4 24 90 00 00 00 e9    58 ed ff ff 48 8b 40 60 48 85 c0 0f 84 cd 01 00  | $`.....H..$.....X...H.@`H....... | 
| 4c040 |  00 48 8b 80 80 00 00 00 48 85 c0 0f 84 bd 01 00    00 48 89 ef ff d0 49 89 c4 48 85 c0 0f 84 ac 01  | .H......H........H....I..H...... | 
| 4c060 |  00 00 4c 39 68 08 75 7f 49 8b 44 24 08 f6 80 ab    00 00 00 01 0f 84 0d 01 00 00 49 8b 44 24 10 48  | ..L9h.u.I.D$..............I.D$.H | 
| 4c080 |  83 f8 0f 0f 86 a7 00 00 00 48 89 c1 ba 01 00 00    00 48 c1 e8 03 83 e1 03 48 29 ca 48 0f af c2 48  | .........H.......H......H).H...H | 
| 4c0a0 |  83 f8 fe 0f 84 c0 00 00 00 48 83 f8 02 0f 84 9b    00 00 00 4c 89 e7 e8 75 94 fb ff 48 89 44 24 10  | .........H.........L...u...H.D$. | 
| 4c0c0 |  49 8b 04 24 85 c0 0f 88 46 fc ff ff 48 83 e8 01    49 89 04 24 0f 85 38 fc ff ff 4c 89 e7 e8 ee 90  | I..$....F...H...I..$..8...L..... | 
| 4c0e0 |  fb ff e9 2b fc ff ff 48 8d 35 53 f6 00 00 48 89    c7 e8 0a 77 fc ff 49 89 c4 48 85 c0 0f 85 66 ff  | ...+...H.5S...H....w..I..H....f. | 
| 4c100 |  ff ff 48 8b 45 00 85 c0 0f 88 a2 ee ff ff 48 83    e8 01 48 89 45 00 0f 85 94 ee ff ff 48 89 ef e8  | ..H.E.........H...H.E.......H... | 
| 4c120 |  ac 90 fb ff e9 87 ee ff ff 0f 1f 80 00 00 00 00    83 e0 03 ba 01 00 00 00 48 29 c2 41 8b 44 24 18  | ........................H).A.D$. | 
| 4c140 |  48 0f af d0 48 89 54 24 10 e9 72 ff ff ff 41 8b    44 24 1c 41 8b 54 24 18 48 c1 e0 1e 48 09 d0 48  | H...H.T$..r...A.D$.A.T$.H...H..H | 
| 4c160 |  89 44 24 10 e9 57 ff ff ff 41 8b 44 24 1c 41 8b    54 24 18 48 c1 e0 1e 48 09 d0 48 f7 d8 48 89 44  | .D$..W...A.D$.A.T$.H...H..H..H.D | 
| 4c180 |  24 10 e9 39 ff ff ff 4c 89 e7 e8 e1 93 fc ff 48    89 44 24 10 e9 27 ff ff ff 4c 89 c7 e8 2f 90 fb  | $..9...L.......H.D$..'...L.../.. | 
| 4c1a0 |  ff e9 7d fd ff ff 4c 8b 6c 24 58 48 8d b4 24 90    00 00 00 ba 03 00 00 00 e9 5b e9 ff ff e8 0e 90  | ..}...L.l$XH..$..........[...... | 
| 4c1c0 |  fb ff e9 6e ec ff ff 45 31 ed bb 9e 60 00 00 ba    0a 11 00 00 e9 d8 f0 ff ff bb a0 60 00 00 ba 0a  | ...n...E1...`..............`.... | 
| 4c1e0 |  11 00 00 e9 4a f1 ff ff 48 8b 7c 24 60 bb 9a 60    00 00 ba 0a 11 00 00 e9 e6 ed ff ff 45 31 ed bb  | ....J...H.|$`..`............E1.. | 
| 4c200 |  86 60 00 00 ba 0a 11 00 00 e9 a3 f0 ff ff e8 0d    93 fb ff 48 85 c0 0f 85 e6 fe ff ff 48 8b 05 15  | .`.................H........H... | 
| 4c220 |  ed 05 00 48 8d 35 4e f1 00 00 48 8b 38 e8 4e 90    fb ff e9 cb fe ff ff 41 bd 39 61 00 00 e9 a6 f3  | ...H.5N...H.8.N........A.9a..... | 
| 4c240 |  ff ff 45 31 d2 bb 09 62 00 00 ba 23 11 00 00 48    c7 44 24 08 00 00 00 00 e9 ef f0 ff ff 0f 1f 00  | ..E1...b...#...H.D$............. | 
| 4c260 |  41 57 48 8d 05 d7 08 06 00 41 56 66 48 0f 6e c8    41 55 41 54 49 89 fc 48 8d b8 e8 fb ff ff 48 05  | AWH......AVfH.n.AUATI..H......H. | 
| 4c280 |  a0 00 00 00 55 66 48 0f 6e c7 53 66 0f 6c c1 48    89 d3 48 83 ec 68 66 0f 6f 15 72 0b 06 00 4c 8b  | ....UfH.n.Sf.l.H..H..hf.o.r...L. | 
| 4c2a0 |  0d 6b 0b 06 00 48 89 44 24 50 48 8b 05 5f ea 05    00 48 c7 44 24 58 00 00 00 00 48 8b 15 57 0b 06  | .k...H.D$PH.._...H.D$X....H..W.. | 
| 4c2c0 |  00 48 89 44 24 30 0f 29 44 24 40 0f 29 54 24 20    48 85 c9 0f 84 87 01 00 00 48 89 cd 4c 8d 2c de  | .H.D$0.)D$@.)T$.H........H..L.,. | 
| 4c2e0 |  48 83 fb 02 0f 84 a6 02 00 00 0f 8f a0 00 00 00    48 85 db 0f 84 cf 01 00 00 48 83 fb 01 0f 85 a7  | H...............H........H...... | 
| 4c300 |  02 00 00 4c 8b 0e 4c 8b 79 10 4c 89 4c 24 20 4d    85 ff 0f 8e ae 00 00 00 48 8b 15 21 08 06 00 4c  | ...L..L.y.L.L$.M........H..!...L | 
| 4c320 |  89 ee 48 89 ef e8 b6 86 fc ff 48 89 c2 48 85 c0    0f 84 9a 05 00 00 48 89 44 24 28 49 83 ef 01 4d  | ..H.......H..H........H.D$(I...M | 
| 4c340 |  85 ff 0f 8e 90 02 00 00 4c 8b 4d 10 4c 8b 35 8d    08 06 00 4d 85 c9 0f 8e 70 04 00 00 31 c0 eb 0d  | ........L.M.L.5....M....p...1... | 
| 4c360 |  48 83 c0 01 49 39 c1 0f 84 7b 02 00 00 4c 3b 74    c5 18 75 ec 49 8b 44 c5 00 48 85 c0 0f 84 4a 04  | H...I9...{...L;t..u.I.D..H....J. | 
| 4c380 |  00 00 48 89 44 24 30 49 83 ef 01 eb 2b 0f 1f 00    48 83 fb 03 0f 85 56 01 00 00 48 8b 46 10 48 8b  | ..H.D$0I....+...H.....V...H.F.H. | 
| 4c3a0 |  56 08 4c 8b 0e 4c 8b 79 10 48 89 44 24 30 48 89    54 24 28 4c 89 4c 24 20 4d 85 ff 0f 8f 5f 04 00  | V.L..L.y.H.D$0H.T$(L.L$.M...._.. | 
| 4c3c0 |  00 4c 8b 4c 24 20 48 8b 54 24 28 4c 8b 54 24 30    48 8b 0d a1 eb 05 00 49 8b ac 24 e8 00 00 00 8b  | .L.L$.H.T$(L.T$0H......I..$..... | 
| 4c3e0 |  45 00 83 c0 01 74 03 89 45 00 48 83 ec 08 48 8d    3d 4b 73 00 00 49 8d 74 24 20 41 b8 02 00 00 00  | E....t..E.H...H.=Ks..I.t$.A..... | 
| 4c400 |  51 48 89 e9 6a 00 ff 35 44 fe 05 00 ff 35 fe 09    06 00 6a 01 ff 35 2e 07 06 00 52 4c 89 d2 6a 00  | QH..j..5D....5....j..5....RL..j. | 
| 4c420 |  ff 35 0a 03 06 00 ff 15 44 0c 06 00 48 83 c4 50    48 85 c0 0f 84 1f 04 00 00 48 8b 55 00 85 d2 78  | .5......D...H..PH........H.U...x | 
| 4c440 |  0e 48 83 ea 01 48 89 55 00 0f 84 21 01 00 00 48    83 c4 68 5b 5d 41 5c 41 5d 41 5e 41 5f c3 66 90  | .H...H.U...!...H..h[]A\A]A^A_.f. | 
| 4c460 |  48 83 fb 02 0f 84 76 03 00 00 7f 34 48 85 db 0f    84 eb 00 00 00 48 83 fb 01 0f 85 2b 01 00 00 48  | H.....v....4H........H.....+...H | 
| 4c480 |  8b 0d f2 ea 05 00 49 89 ca 4c 8b 0e 4c 89 4c 24    20 e9 41 ff ff ff 66 2e 0f 1f 84 00 00 00 00 00  | ......I..L..L.L$..A...f......... | 
| 4c4a0 |  48 83 fb 03 75 4a 4c 8b 56 10 48 8b 0d c7 ea 05    00 4c 89 54 24 30 48 8b 56 08 48 89 54 24 28 eb  | H...uJL.V.H......L.T$0H.V.H.T$(. | 
| 4c4c0 |  c8 0f 1f 80 00 00 00 00 4c 8b 79 10 4d 85 ff 0f    8f 1b 03 00 00 4c 8b 54 24 30 48 8b 0d 97 ea 05  | ........L.y.M........L.T$0H..... | 
| 4c4e0 |  00 e9 f1 fe ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 8d 0d 41 ef 00 00 41 b8 03 00 00 00 48 83 ec  | ......f.........H..A...A.....H.. | 
| 4c500 |  08 48 8b 05 30 ea 05 00 48 8d 15 80 f4 00 00 48    8d 35 ea d0 00 00 53 4c 8d 0d 92 f3 00 00 48 8b  | .H..0...H......H.5....SL......H. | 
| 4c520 |  38 31 c0 e8 68 92 fb ff 58 be fb 4a 00 00 5a 48    8d 0d 13 ef 00 00 ba 48 0b 00 00 48 8d 3d 6e e4  | 81..h...X..J..ZH.......H...H.=n. | 
| 4c540 |  00 00 e8 69 95 fc ff 48 83 c4 68 31 c0 5b 5d 41    5c 41 5d 41 5e 41 5f c3 0f 1f 84 00 00 00 00 00  | ...i...H..h1.[]A\A]A^A_......... | 
| 4c560 |  48 8b 0d 11 ea 05 00 49 89 ca e9 68 fe ff ff 90    48 89 ef 48 89 04 24 e8 54 8c fb ff 48 8b 04 24  | H......I...h....H..H..$.T...H..$ | 
| 4c580 |  48 83 c4 68 5b 5d 41 5c 41 5d 41 5e 41 5f c3 90    48 8b 56 08 48 8b 06 4c 8b 79 10 48 89 54 24 28  | H..h[]A\A]A^A_..H.V.H..L.y.H.T$( | 
| 4c5a0 |  48 89 44 24 20 e9 95 fd ff ff 48 85 db 48 8d 0d    7b ee 00 00 48 8d 05 7d ee 00 00 49 89 d8 48 0f  | H.D$......H..H..{...H..}...I..H. | 
| 4c5c0 |  49 c8 49 c1 f8 3f 49 f7 d0 41 83 e0 03 e9 2b ff    ff ff 66 0f 1f 44 00 00 4c 8b 4c 24 20 e9 f3 fe  | I.I..?I..A....+...f..D..L.L$.... | 
| 4c5e0 |  ff ff 66 0f 1f 44 00 00 45 31 d2 49 8d 46 28 4a    8b 74 d5 18 48 89 44 24 18 49 39 f6 0f 84 09 01  | ..f..D..E1.I.F(J.t..H.D$.I9..... | 
| 4c600 |  00 00 66 0f 1f 44 00 00 48 8b 05 c1 e9 05 00 49    39 46 08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2 0f  | ..f..D..H......I9F....H9F....... | 
| 4c620 |  84 f3 00 00 00 84 c0 0f 84 eb 00 00 00 49 8b 56    10 48 3b 56 10 0f 85 b5 00 00 00 48 8b 46 18 49  | .............I.V.H;V.......H.F.I | 
| 4c640 |  8b 4e 18 48 39 c1 40 0f 95 c7 48 83 f8 ff 0f 95    c0 40 84 c7 74 0a 48 83 f9 ff 0f 85 90 00 00 00  | .N.H9.@...H......@..t.H......... | 
| 4c660 |  41 0f b6 7e 20 44 0f b6 5e 20 89 f8 44 89 d9 c0    e8 02 c0 e9 02 83 e0 07 83 e1 07 38 c8 75 71 40  | A..~.D..^...D..............8.uq@ | 
| 4c680 |  f6 c7 20 0f 85 a0 02 00 00 49 8b 7e 38 41 f6 c3    20 0f 85 7d 02 00 00 48 8b 76 38 0f b6 c8 83 f9  | .........I.~8A.....}...H.v8..... | 
| 4c6a0 |  01 0f 84 97 02 00 00 83 f9 02 0f 84 9a 02 00 00    8b 0f 44 8b 1e 41 39 cb 75 36 4c 89 0c 24 48 83  | ..................D..A9.u6L..$H. | 
| 4c6c0 |  fa 01 74 47 0f b6 c0 4c 89 54 24 08 48 0f af d0    e8 3b 8d fb ff 4c 8b 54 24 08 4c 8b 0c 24 85 c0  | ..tG...L.T$.H....;...L.T$.L..$.. | 
| 4c6e0 |  0f 94 c0 0f b6 c0 0f 84 d8 00 00 00 0f 1f 40 00    49 83 c2 01 4d 39 d1 0f 84 cf 00 00 00 4a 8b 74  | ..............@.I...M9.......J.t | 
| 4c700 |  d5 18 49 39 f6 0f 85 fd fe ff ff 4b 8b 44 d5 00    e9 64 fc ff ff 0f 1f 00 48 8b 0d 59 e8 05 00 49  | ..I9.......K.D...d......H..Y...I | 
| 4c720 |  39 ce 75 04 84 c0 75 c8 48 39 ce 75 04 84 d2 75    bf 4c 89 f7 ba 02 00 00 00 48 89 4c 24 10 4c 89  | 9.u...u.H9.u...u.L.......H.L$.L. | 
| 4c740 |  54 24 08 4c 89 0c 24 e8 d4 8a fb ff 48 89 c7 48    85 c0 74 78 48 3b 05 25 e8 05 00 4c 8b 0c 24 0f  | T$.L..$.....H..H..txH;.%...L..$. | 
| 4c760 |  94 c0 48 3b 3d df e7 05 00 4c 8b 54 24 08 0f 94    c2 08 c2 0f 85 2f 01 00 00 48 8b 4c 24 10 48 39  | ..H;=....L.T$......../...H.L$.H9 | 
| 4c780 |  cf 0f 84 21 01 00 00 4c 89 54 24 10 4c 89 4c 24    08 48 89 3c 24 e8 46 8e fb ff 4c 8b 54 24 10 4c  | ...!...L.T$.L.L$.H.<$.F...L.T$.L | 
| 4c7a0 |  8b 4c 24 08 48 8b 3c 24 48 8b 17 85 d2 78 0d 48    83 ea 01 48 89 17 0f 84 34 01 00 00 85 c0 0f 84  | .L$.H.<$H....x.H...H....4....... | 
| 4c7c0 |  2c ff ff ff 85 c0 0f 89 3f ff ff ff e8 4f 8d fb    ff 48 85 c0 74 4a be e2 4a 00 00 e9 4f fd ff ff  | ,.......?....O...H..tJ..J...O... | 
| 4c7e0 |  48 8b 0d 91 e7 05 00 49 89 ca e9 c7 fc ff ff 90    48 8b 15 31 ff 05 00 4c 89 ee 48 89 ef e8 de 81  | H......I........H..1...L..H..... | 
| 4c800 |  fc ff 49 89 c1 48 85 c0 0f 84 a2 00 00 00 48 89    44 24 20 49 83 ef 01 e9 f3 fa ff ff 0f 1f 40 00  | ..I..H........H.D$.I..........@. | 
| 4c820 |  48 8d 4c 24 20 48 8d 54 24 40 49 89 d8 4c 89 ee    4c 8d 0d 58 f1 00 00 48 89 ef e8 e1 85 fc ff 85  | H.L$.H.T$@I..L..L..X...H........ | 
| 4c840 |  c0 0f 89 7a fb ff ff be e7 4a 00 00 e9 de fc ff    ff 0f 1f 80 00 00 00 00 48 8b 55 00 85 d2 78 1a  | ...z.....J..............H.U...x. | 
| 4c860 |  48 83 ea 01 48 89 55 00 75 10 48 89 ef 48 89 04    24 e8 5a 89 fb ff 48 8b 04 24 48 8d 0d c8 eb 00  | H...H.U.u.H..H..$.Z...H..$H..... | 
| 4c880 |  00 ba 99 0b 00 00 be 32 4b 00 00 48 89 04 24 48    8d 3d 1a e1 00 00 e8 15 92 fc ff 48 8b 04 24 e9  | .......2K..H..$H.=.........H..$. | 
| 4c8a0 |  ab fb ff ff 0f 1f 40 00 0f b6 c0 e9 f8 fe ff ff    e8 6b 8c fb ff 48 85 c0 0f 84 5a fa ff ff be d4  | ......@..........k...H....Z..... | 
| 4c8c0 |  4a 00 00 e9 67 fc ff ff 0f 1f 84 00 00 00 00 00    e8 4b 8c fb ff 48 85 c0 0f 84 6a fa ff ff be db  | J...g............K...H....j..... | 
| 4c8e0 |  4a 00 00 e9 47 fc ff ff 0f 1f 84 00 00 00 00 00    89 44 24 10 4c 89 54 24 08 4c 89 0c 24 e8 ce 88  | J...G............D$.L.T$.L..$... | 
| 4c900 |  fb ff 8b 44 24 10 4c 8b 54 24 08 4c 8b 0c 24 e9    a8 fe ff ff 48 8d 4e 28 48 83 c6 38 41 83 e3 40  | ...D$.L.T$.L..$.....H.N(H..8A..@ | 
| 4c920 |  48 0f 45 f1 e9 72 fd ff ff 49 8d 4e 38 83 e7 40    48 89 cf 48 0f 45 7c 24 18 e9 4f fd ff ff 0f b6  | H.E..r...I.N8..@H..H.E|$..O..... | 
| 4c940 |  0f 44 0f b6 1e e9 6b fd ff ff 0f b7 0f 44 0f b7    1e e9 5f fd ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .D....k......D...._...f......... | 
| 4c960 |  41 57 48 8d 05 d7 01 06 00 41 56 66 48 0f 6e c8    41 55 41 54 49 89 fc 48 8d b8 e8 fb ff ff 48 05  | AWH......AVfH.n.AUATI..H......H. | 
| 4c980 |  a0 00 00 00 55 66 48 0f 6e c7 53 66 0f 6c c1 48    89 d3 48 83 ec 68 66 0f 6f 15 72 04 06 00 4c 8b  | ....UfH.n.Sf.l.H..H..hf.o.r...L. | 
| 4c9a0 |  0d 6b 04 06 00 48 89 44 24 50 48 8b 05 5f e3 05    00 48 c7 44 24 58 00 00 00 00 48 8b 15 57 04 06  | .k...H.D$PH.._...H.D$X....H..W.. | 
| 4c9c0 |  00 48 89 44 24 30 0f 29 44 24 40 0f 29 54 24 20    48 85 c9 0f 84 87 01 00 00 48 89 cd 4c 8d 2c de  | .H.D$0.)D$@.)T$.H........H..L.,. | 
| 4c9e0 |  48 83 fb 02 0f 84 a6 02 00 00 0f 8f a0 00 00 00    48 85 db 0f 84 cf 01 00 00 48 83 fb 01 0f 85 a7  | H...............H........H...... | 
| 4ca00 |  02 00 00 4c 8b 0e 4c 8b 79 10 4c 89 4c 24 20 4d    85 ff 0f 8e ae 00 00 00 48 8b 15 21 01 06 00 4c  | ...L..L.y.L.L$.M........H..!...L | 
| 4ca20 |  89 ee 48 89 ef e8 b6 7f fc ff 48 89 c2 48 85 c0    0f 84 9a 05 00 00 48 89 44 24 28 49 83 ef 01 4d  | ..H.......H..H........H.D$(I...M | 
| 4ca40 |  85 ff 0f 8e 90 02 00 00 4c 8b 4d 10 4c 8b 35 8d    01 06 00 4d 85 c9 0f 8e 70 04 00 00 31 c0 eb 0d  | ........L.M.L.5....M....p...1... | 
| 4ca60 |  48 83 c0 01 49 39 c1 0f 84 7b 02 00 00 4c 3b 74    c5 18 75 ec 49 8b 44 c5 00 48 85 c0 0f 84 4a 04  | H...I9...{...L;t..u.I.D..H....J. | 
| 4ca80 |  00 00 48 89 44 24 30 49 83 ef 01 eb 2b 0f 1f 00    48 83 fb 03 0f 85 56 01 00 00 48 8b 46 10 48 8b  | ..H.D$0I....+...H.....V...H.F.H. | 
| 4caa0 |  56 08 4c 8b 0e 4c 8b 79 10 48 89 44 24 30 48 89    54 24 28 4c 89 4c 24 20 4d 85 ff 0f 8f 5f 04 00  | V.L..L.y.H.D$0H.T$(L.L$.M...._.. | 
| 4cac0 |  00 4c 8b 4c 24 20 48 8b 54 24 28 4c 8b 54 24 30    48 8b 0d a1 e4 05 00 49 8b ac 24 e8 00 00 00 8b  | .L.L$.H.T$(L.T$0H......I..$..... | 
| 4cae0 |  45 00 83 c0 01 74 03 89 45 00 48 83 ec 08 48 8d    3d db 6b 00 00 49 8d 74 24 20 41 b8 02 00 00 00  | E....t..E.H...H.=.k..I.t$.A..... | 
| 4cb00 |  51 48 89 e9 6a 00 ff 35 44 f7 05 00 ff 35 fe 02    06 00 6a 01 ff 35 2e 00 06 00 52 4c 89 d2 6a 00  | QH..j..5D....5....j..5....RL..j. | 
| 4cb20 |  ff 35 0a fc 05 00 ff 15 44 05 06 00 48 83 c4 50    48 85 c0 0f 84 1f 04 00 00 48 8b 55 00 85 d2 78  | .5......D...H..PH........H.U...x | 
| 4cb40 |  0e 48 83 ea 01 48 89 55 00 0f 84 21 01 00 00 48    83 c4 68 5b 5d 41 5c 41 5d 41 5e 41 5f c3 66 90  | .H...H.U...!...H..h[]A\A]A^A_.f. | 
| 4cb60 |  48 83 fb 02 0f 84 76 03 00 00 7f 34 48 85 db 0f    84 eb 00 00 00 48 83 fb 01 0f 85 2b 01 00 00 48  | H.....v....4H........H.....+...H | 
| 4cb80 |  8b 0d f2 e3 05 00 49 89 ca 4c 8b 0e 4c 89 4c 24    20 e9 41 ff ff ff 66 2e 0f 1f 84 00 00 00 00 00  | ......I..L..L.L$..A...f......... | 
| 4cba0 |  48 83 fb 03 75 4a 4c 8b 56 10 48 8b 0d c7 e3 05    00 4c 89 54 24 30 48 8b 56 08 48 89 54 24 28 eb  | H...uJL.V.H......L.T$0H.V.H.T$(. | 
| 4cbc0 |  c8 0f 1f 80 00 00 00 00 4c 8b 79 10 4d 85 ff 0f    8f 1b 03 00 00 4c 8b 54 24 30 48 8b 0d 97 e3 05  | ........L.y.M........L.T$0H..... | 
| 4cbe0 |  00 e9 f1 fe ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 8d 0d 41 e8 00 00 41 b8 03 00 00 00 48 83 ec  | ......f.........H..A...A.....H.. | 
| 4cc00 |  08 48 8b 05 30 e3 05 00 48 8d 15 89 ed 00 00 48    8d 35 ea c9 00 00 53 4c 8d 0d 92 ec 00 00 48 8b  | .H..0...H......H.5....SL......H. | 
| 4cc20 |  38 31 c0 e8 68 8b fb ff 58 be 3d 4a 00 00 5a 48    8d 0d 13 e8 00 00 ba cc 0a 00 00 48 8d 3d 9e dd  | 81..h...X.=J..ZH...........H.=.. | 
| 4cc40 |  00 00 e8 69 8e fc ff 48 83 c4 68 31 c0 5b 5d 41    5c 41 5d 41 5e 41 5f c3 0f 1f 84 00 00 00 00 00  | ...i...H..h1.[]A\A]A^A_......... | 
| 4cc60 |  48 8b 0d 11 e3 05 00 49 89 ca e9 68 fe ff ff 90    48 89 ef 48 89 04 24 e8 54 85 fb ff 48 8b 04 24  | H......I...h....H..H..$.T...H..$ | 
| 4cc80 |  48 83 c4 68 5b 5d 41 5c 41 5d 41 5e 41 5f c3 90    48 8b 56 08 48 8b 06 4c 8b 79 10 48 89 54 24 28  | H..h[]A\A]A^A_..H.V.H..L.y.H.T$( | 
| 4cca0 |  48 89 44 24 20 e9 95 fd ff ff 48 85 db 48 8d 0d    7b e7 00 00 48 8d 05 7d e7 00 00 49 89 d8 48 0f  | H.D$......H..H..{...H..}...I..H. | 
| 4ccc0 |  49 c8 49 c1 f8 3f 49 f7 d0 41 83 e0 03 e9 2b ff    ff ff 66 0f 1f 44 00 00 4c 8b 4c 24 20 e9 f3 fe  | I.I..?I..A....+...f..D..L.L$.... | 
| 4cce0 |  ff ff 66 0f 1f 44 00 00 45 31 d2 49 8d 46 28 4a    8b 74 d5 18 48 89 44 24 18 49 39 f6 0f 84 09 01  | ..f..D..E1.I.F(J.t..H.D$.I9..... | 
| 4cd00 |  00 00 66 0f 1f 44 00 00 48 8b 05 c1 e2 05 00 49    39 46 08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2 0f  | ..f..D..H......I9F....H9F....... | 
| 4cd20 |  84 f3 00 00 00 84 c0 0f 84 eb 00 00 00 49 8b 56    10 48 3b 56 10 0f 85 b5 00 00 00 48 8b 46 18 49  | .............I.V.H;V.......H.F.I | 
| 4cd40 |  8b 4e 18 48 39 c1 40 0f 95 c7 48 83 f8 ff 0f 95    c0 40 84 c7 74 0a 48 83 f9 ff 0f 85 90 00 00 00  | .N.H9.@...H......@..t.H......... | 
| 4cd60 |  41 0f b6 7e 20 44 0f b6 5e 20 89 f8 44 89 d9 c0    e8 02 c0 e9 02 83 e0 07 83 e1 07 38 c8 75 71 40  | A..~.D..^...D..............8.uq@ | 
| 4cd80 |  f6 c7 20 0f 85 a0 02 00 00 49 8b 7e 38 41 f6 c3    20 0f 85 7d 02 00 00 48 8b 76 38 0f b6 c8 83 f9  | .........I.~8A.....}...H.v8..... | 
| 4cda0 |  01 0f 84 97 02 00 00 83 f9 02 0f 84 9a 02 00 00    8b 0f 44 8b 1e 41 39 cb 75 36 4c 89 0c 24 48 83  | ..................D..A9.u6L..$H. | 
| 4cdc0 |  fa 01 74 47 0f b6 c0 4c 89 54 24 08 48 0f af d0    e8 3b 86 fb ff 4c 8b 54 24 08 4c 8b 0c 24 85 c0  | ..tG...L.T$.H....;...L.T$.L..$.. | 
| 4cde0 |  0f 94 c0 0f b6 c0 0f 84 d8 00 00 00 0f 1f 40 00    49 83 c2 01 4d 39 d1 0f 84 cf 00 00 00 4a 8b 74  | ..............@.I...M9.......J.t | 
| 4ce00 |  d5 18 49 39 f6 0f 85 fd fe ff ff 4b 8b 44 d5 00    e9 64 fc ff ff 0f 1f 00 48 8b 0d 59 e1 05 00 49  | ..I9.......K.D...d......H..Y...I | 
| 4ce20 |  39 ce 75 04 84 c0 75 c8 48 39 ce 75 04 84 d2 75    bf 4c 89 f7 ba 02 00 00 00 48 89 4c 24 10 4c 89  | 9.u...u.H9.u...u.L.......H.L$.L. | 
| 4ce40 |  54 24 08 4c 89 0c 24 e8 d4 83 fb ff 48 89 c7 48    85 c0 74 78 48 3b 05 25 e1 05 00 4c 8b 0c 24 0f  | T$.L..$.....H..H..txH;.%...L..$. | 
| 4ce60 |  94 c0 48 3b 3d df e0 05 00 4c 8b 54 24 08 0f 94    c2 08 c2 0f 85 2f 01 00 00 48 8b 4c 24 10 48 39  | ..H;=....L.T$......../...H.L$.H9 | 
| 4ce80 |  cf 0f 84 21 01 00 00 4c 89 54 24 10 4c 89 4c 24    08 48 89 3c 24 e8 46 87 fb ff 4c 8b 54 24 10 4c  | ...!...L.T$.L.L$.H.<$.F...L.T$.L | 
| 4cea0 |  8b 4c 24 08 48 8b 3c 24 48 8b 17 85 d2 78 0d 48    83 ea 01 48 89 17 0f 84 34 01 00 00 85 c0 0f 84  | .L$.H.<$H....x.H...H....4....... | 
| 4cec0 |  2c ff ff ff 85 c0 0f 89 3f ff ff ff e8 4f 86 fb    ff 48 85 c0 74 4a be 24 4a 00 00 e9 4f fd ff ff  | ,.......?....O...H..tJ.$J...O... | 
| 4cee0 |  48 8b 0d 91 e0 05 00 49 89 ca e9 c7 fc ff ff 90    48 8b 15 31 f8 05 00 4c 89 ee 48 89 ef e8 de 7a  | H......I........H..1...L..H....z | 
| 4cf00 |  fc ff 49 89 c1 48 85 c0 0f 84 a2 00 00 00 48 89    44 24 20 49 83 ef 01 e9 f3 fa ff ff 0f 1f 40 00  | ..I..H........H.D$.I..........@. | 
| 4cf20 |  48 8d 4c 24 20 48 8d 54 24 40 49 89 d8 4c 89 ee    4c 8d 0d 61 ea 00 00 48 89 ef e8 e1 7e fc ff 85  | H.L$.H.T$@I..L..L..a...H....~... | 
| 4cf40 |  c0 0f 89 7a fb ff ff be 29 4a 00 00 e9 de fc ff    ff 0f 1f 80 00 00 00 00 48 8b 55 00 85 d2 78 1a  | ...z....)J..............H.U...x. | 
| 4cf60 |  48 83 ea 01 48 89 55 00 75 10 48 89 ef 48 89 04    24 e8 5a 82 fb ff 48 8b 04 24 48 8d 0d c8 e4 00  | H...H.U.u.H..H..$.Z...H..$H..... | 
| 4cf80 |  00 ba 43 0b 00 00 be 74 4a 00 00 48 89 04 24 48    8d 3d 4a da 00 00 e8 15 8b fc ff 48 8b 04 24 e9  | ..C....tJ..H..$H.=J........H..$. | 
| 4cfa0 |  ab fb ff ff 0f 1f 40 00 0f b6 c0 e9 f8 fe ff ff    e8 6b 85 fb ff 48 85 c0 0f 84 5a fa ff ff be 16  | ......@..........k...H....Z..... | 
| 4cfc0 |  4a 00 00 e9 67 fc ff ff 0f 1f 84 00 00 00 00 00    e8 4b 85 fb ff 48 85 c0 0f 84 6a fa ff ff be 1d  | J...g............K...H....j..... | 
| 4cfe0 |  4a 00 00 e9 47 fc ff ff 0f 1f 84 00 00 00 00 00    89 44 24 10 4c 89 54 24 08 4c 89 0c 24 e8 ce 81  | J...G............D$.L.T$.L..$... | 
| 4d000 |  fb ff 8b 44 24 10 4c 8b 54 24 08 4c 8b 0c 24 e9    a8 fe ff ff 48 8d 4e 28 48 83 c6 38 41 83 e3 40  | ...D$.L.T$.L..$.....H.N(H..8A..@ | 
| 4d020 |  48 0f 45 f1 e9 72 fd ff ff 49 8d 4e 38 83 e7 40    48 89 cf 48 0f 45 7c 24 18 e9 4f fd ff ff 0f b6  | H.E..r...I.N8..@H..H.E|$..O..... | 
| 4d040 |  0f 44 0f b6 1e e9 6b fd ff ff 0f b7 0f 44 0f b7    1e e9 5f fd ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .D....k......D...._...f......... | 
| 4d060 |  41 57 48 8d 05 27 f7 05 00 41 56 41 55 41 54 55    53 48 89 d3 48 83 ec 78 4c 8b 35 d1 fd 05 00 48  | AWH..'...AVAUATUSH..H..xL.5....H | 
| 4d080 |  89 44 24 40 48 2d b0 01 00 00 48 89 44 24 48 48    05 00 06 00 00 48 89 44 24 50 48 2d 28 07 00 00  | .D$@H-....H.D$HH.....H.D$PH-(... | 
| 4d0a0 |  48 89 44 24 58 48 8b 05 cc de 05 00 48 89 7c 24    08 48 c7 44 24 20 00 00 00 00 48 c7 44 24 60 00  | H.D$XH......H.|$.H.D$.....H.D$`. | 
| 4d0c0 |  00 00 00 48 89 44 24 28 48 89 44 24 30 4c 89 74    24 38 48 85 c9 0f 84 45 06 00 00 4c 8d 34 d6 48  | ...H.D$(H.D$0L.t$8H....E...L.4.H | 
| 4d0e0 |  83 fa 04 0f 87 c9 0f 00 00 48 8d 15 8c e9 00 00    49 89 cc 48 63 04 9a 48 01 d0 ff e0 0f 1f 40 00  | .........H......I..Hc..H......@. | 
| 4d100 |  48 8b 46 18 48 89 44 24 38 48 8b 46 10 48 89 44    24 30 4c 8b 6e 08 48 8b 2e 4d 8b 7c 24 10 4c 89  | H.F.H.D$8H.F.H.D$0L.n.H..M.|$.L. | 
| 4d120 |  6c 24 28 48 89 6c 24 20 48 83 fb 02 0f 84 d5 07    00 00 48 83 fb 02 0f 8f 74 05 00 00 48 85 db 0f  | l$(H.l$.H.........H.....t...H... | 
| 4d140 |  84 cf 06 00 00 48 83 fb 01 0f 85 b3 05 00 00 4d    85 ff 0f 8f 88 07 00 00 48 8b 44 24 30 4c 8b 6c  | .....H.........M........H.D$0L.l | 
| 4d160 |  24 28 4c 8b 74 24 38 48 89 04 24 8b 45 00 83 c0    01 74 03 89 45 00 41 8b 45 00 83 c0 01 74 04 41  | $(L.t$8H..$.E....t..E.A.E....t.A | 
| 4d180 |  89 45 00 4c 3b 2d ee dd 05 00 0f 84 f8 05 00 00    4c 8b 25 f1 ed 05 00 4c 89 74 24 48 48 c7 44 24  | .E.L;-..........L.%....L.t$HH.D$ | 
| 4d1a0 |  40 00 00 00 00 49 8b 7c 24 08 48 3b 3d 37 de 05    00 0f 84 59 04 00 00 48 8b 35 2a de 05 00 e8 ad  | @....I.|$.H;=7.....Y...H.5*..... | 
| 4d1c0 |  85 fb ff 85 c0 0f 85 45 04 00 00 4c 89 e7 e8 1d    81 fb ff 48 8d 74 24 48 31 c9 4c 89 e7 ba 01 00  | .......E...L.......H.t$H1.L..... | 
| 4d1e0 |  00 00 48 85 c0 0f 84 3d 08 00 00 ff d0 49 89 c4    4d 85 e4 0f 84 8f 04 00 00 49 8b 44 24 08 48 8b  | ..H....=.....I..M........I.D$.H. | 
| 4d200 |  35 63 f4 05 00 4c 89 e7 48 8b 80 90 00 00 00 48    85 c0 0f 84 d8 0e 00 00 ff d0 49 89 c7 4d 85 ff  | 5c...L..H......H..........I..M.. | 
| 4d220 |  0f 84 da 0e 00 00 4c 3b 3d 53 dd 05 00 0f 94 c0    4c 3b 3d 11 dd 05 00 0f 94 c2 08 c2 0f 85 d6 04  | ......L;=S......L;=............. | 
| 4d240 |  00 00 4c 3b 3d 2f dd 05 00 0f 84 c9 04 00 00 4c    89 ff e8 89 83 fb ff 89 c3 85 c0 0f 88 0f 07 00  | ..L;=/.........L................ | 
| 4d260 |  00 49 8b 17 85 d2 78 0d 48 83 ea 01 49 89 17 0f    84 c3 07 00 00 85 db 0f 85 bb 01 00 00 48 8b 1d  | .I....x.H...I................H.. | 
| 4d280 |  2c fb 05 00 48 8b 3d b5 ec 05 00 48 8b 53 18 48    89 de e8 c9 82 fb ff 49 89 c7 48 85 c0 0f 84 4d  | ,...H.=....H.S.H.......I..H....M | 
| 4d2a0 |  11 00 00 8b 00 83 c0 01 74 03 41 89 07 49 8b 47    08 48 8b 35 e8 fa 05 00 4c 89 ff 48 8b 80 90 00  | ........t.A..I.G.H.5....L..H.... | 
| 4d2c0 |  00 00 48 85 c0 0f 84 6d 11 00 00 ff d0 48 89 c3    49 8b 07 48 85 db 0f 84 6c 11 00 00 85 c0 78 11  | ..H....m.....H..I..H....l.....x. | 
| 4d2e0 |  48 83 e8 01 49 89 07 75 08 4c 89 ff e8 df 7e fb    ff 48 8b 35 d0 fb 05 00 31 d2 48 89 df e8 de 62  | H...I..u.L....~..H.5....1.H....b | 
| 4d300 |  fc ff 49 89 c7 48 85 c0 0f 84 92 11 00 00 48 8b    13 85 d2 78 11 48 83 ea 01 48 89 13 75 08 48 89  | ..I..H........H....x.H...H..u.H. | 
| 4d320 |  df e8 aa 7e fb ff 49 8b 17 85 d2 78 11 48 83 ea    01 49 89 17 75 08 4c 89 ff e8 92 7e fb ff 49 8b  | ...~..I....x.H...I..u.L....~..I. | 
| 4d340 |  44 24 08 48 8b 35 1e f5 05 00 4c 89 e7 48 8b 80    90 00 00 00 48 85 c0 0f 84 13 0f 00 00 ff d0 49  | D$.H.5....L..H......H..........I | 
| 4d360 |  89 c7 4d 85 ff 0f 84 9d 12 00 00 48 8b 05 86 db    05 00 49 39 47 08 0f 85 34 10 00 00 4d 8b 4f 18  | ..M........H......I9G...4...M.O. | 
| 4d380 |  4d 85 c9 0f 84 27 10 00 00 41 8b 01 4d 8b 5f 10    83 c0 01 74 03 41 89 01 41 8b 03 83 c0 01 74 03  | M....'...A..M._....t.A..A.....t. | 
| 4d3a0 |  41 89 03 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89    07 0f 84 b9 0f 00 00 4c 89 df 48 8d 74 24 40 ba  | A..I....x.H...I........L..H.t$@. | 
| 4d3c0 |  01 00 00 00 4c 89 4c 24 40 4c 89 4c 24 18 4c 89    5c 24 10 48 c7 44 24 48 00 00 00 00 e8 8f 83 fc  | ....L.L$@L.L$.L.\$.H.D$H........ | 
| 4d3e0 |  ff 4c 8b 4c 24 18 4c 8b 5c 24 10 48 89 c3 49 8b    01 85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 d6 0f  | .L.L$.L.\$.H..I....x.H...I...... | 
| 4d400 |  00 00 48 85 db 0f 84 55 12 00 00 49 8b 03 85 c0    78 0d 48 83 e8 01 49 89 03 0f 84 09 0f 00 00 49  | ..H....U...I....x.H...I........I | 
| 4d420 |  8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f    84 03 0f 00 00 49 89 dc 48 8b 1d a1 f4 05 00 48  | ..$..x.H...I..$......I..H......H | 
| 4d440 |  8b 3d fa ea 05 00 48 8b 53 18 48 89 de e8 0e 81    fb ff 49 89 c7 48 85 c0 0f 84 92 0e 00 00 8b 00  | .=....H.S.H.......I..H.......... | 
| 4d460 |  83 c0 01 74 03 41 89 07 49 8b 47 08 48 8b 35 bd    f1 05 00 4c 89 ff 48 8b 80 90 00 00 00 48 85 c0  | ...t.A..I.G.H.5....L..H......H.. | 
| 4d480 |  0f 84 ca 0e 00 00 ff d0 48 89 c3 49 8b 07 48 85    db 0f 84 c9 0e 00 00 85 c0 78 0d 48 83 e8 01 49  | ........H..I..H..........x.H...I | 
| 4d4a0 |  89 07 0f 84 98 04 00 00 ba 02 00 00 00 48 89 de    4c 89 e7 e8 68 7d fb ff 49 89 c7 48 85 c0 0f 84  | .............H..L...h}..I..H.... | 
| 4d4c0 |  d4 0e 00 00 48 8b 03 85 c0 78 0d 48 83 e8 01 48    89 03 0f 84 78 04 00 00 4c 3b 3d a1 da 05 00 0f  | ....H....x.H...H....x...L;=..... | 
| 4d4e0 |  94 c0 4c 3b 3d 5f da 05 00 0f 94 c2 08 c2 75 0d    4c 3b 3d 81 da 05 00 0f 85 5b 03 00 00 0f b6 d8  | ..L;=_........u.L;=......[...... | 
| 4d500 |  49 8b 17 85 d2 78 0d 48 83 ea 01 49 89 17 0f 84    4c 04 00 00 85 db 0f 84 4c 08 00 00 48 8b 44 24  | I....x.H...I....L.......L...H.D$ | 
| 4d520 |  08 4c 8b b8 e8 00 00 00 41 8b 07 83 c0 01 74 03    41 89 07 48 83 ec 08 45 31 c0 48 89 ef b9 01 00  | .L......A.....t.A..H...E1.H..... | 
| 4d540 |  00 00 41 57 48 8b 44 24 18 4c 89 ee 48 8b 54 24    10 4c 8d 48 20 ff 15 6d fb 05 00 5f 41 58 48 89  | ..AWH.D$.L..H.T$.L.H...m..._AXH. | 
| 4d560 |  c3 48 85 c0 0f 84 26 0d 00 00 49 8b 07 85 c0 78    0d 48 83 e8 01 49 89 07 0f 84 62 0d 00 00 48 8b  | .H....&...I....x.H...I....b...H. | 
| 4d580 |  04 24 48 3b 05 ef d9 05 00 0f 84 39 05 00 00 8b    03 83 c0 01 74 02 89 03 49 8b 04 24 85 c0 78 0e  | .$H;.......9........t...I..$..x. | 
| 4d5a0 |  48 83 e8 01 49 89 04 24 0f 84 9a 04 00 00 49 89    df 0f 1f 80 00 00 00 00 48 8b 03 85 c0 78 0d 48  | H...I..$......I.........H....x.H | 
| 4d5c0 |  83 e8 01 48 89 03 0f 84 94 04 00 00 48 85 ed 74    16 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45  | ...H........H..t.H.E...x.H...H.E | 
| 4d5e0 |  00 0f 84 89 04 00 00 49 8b 45 00 85 c0 78 0e 48    83 e8 01 49 89 45 00 0f 84 83 04 00 00 48 83 c4  | .......I.E...x.H...I.E.......H.. | 
| 4d600 |  78 4c 89 f8 5b 5d 41 5c 41 5d 41 5e 41 5f c3 90    49 8b 54 24 10 8b 42 10 a8 08 0f 84 ab fb ff ff  | xL..[]A\A]A^A_..I.T$..B......... | 
| 4d620 |  48 8b 74 24 48 48 8b 5a 08 45 31 ff a8 20 75 05    4d 8b 7c 24 18 48 8d 3d 1c ba 00 00 48 89 74 24  | H.t$HH.Z.E1...u.M.|$.H.=....H.t$ | 
| 4d640 |  10 e8 ba 7a fb ff 48 8b 74 24 10 85 c0 75 39 4c    89 ff ff d3 49 89 c4 e8 14 7f fb ff 4d 85 e4 0f  | ...z..H.t$...u9L....I.......M... | 
| 4d660 |  85 94 fb ff ff e8 b6 7e fb ff 48 85 c0 75 19 48    8b 05 7a d8 05 00 48 8d 35 fb b9 00 00 48 8b 38  | .......~..H..u.H..z...H.5....H.8 | 
| 4d680 |  e8 fb 7b fb ff 0f 1f 00 48 8d 0d ba dd 00 00 ba    f9 02 00 00 be 81 2d 00 00 45 31 ff 48 8d 3d 65  | ..{.....H.............-..E1.H.=e | 
| 4d6a0 |  d3 00 00 e8 08 84 fc ff e9 1f ff ff ff 0f 1f 00    48 83 fb 03 75 4c 4d 85 ff 7e 50 4d 8b 6c 24 10  | ................H...uLM..~PM.l$. | 
| 4d6c0 |  48 8b 2d f1 ed 05 00 4d 85 ed 0f 8e 14 09 00 00    31 c0 eb 11 0f 1f 40 00 48 83 c0 01 49 39 c5 0f  | H.-....M........1.....@.H...I9.. | 
| 4d6e0 |  84 eb 07 00 00 49 3b 6c c4 18 75 ec 49 8b 04 c6    48 85 c0 0f 84 eb 08 00 00 48 89 44 24 38 49 83  | .....I;l..u.I...H........H.D$8I. | 
| 4d700 |  ef 01 4d 85 ff 0f 8f e5 02 00 00 48 8b 6c 24 20    e9 43 fa ff ff 0f 1f 00 0f b6 d8 e9 41 fb ff ff  | ..M........H.l$..C..........A... | 
| 4d720 |  48 83 fa 03 74 4d 7f 38 48 83 fa 01 0f 84 0e 01    00 00 48 83 fa 02 0f 85 76 09 00 00 48 89 04 24  | H...tM.8H.........H.....v...H..$ | 
| 4d740 |  4c 8b 6e 08 48 8b 2e 4c 89 6c 24 28 48 89 6c 24    20 e9 15 fa ff ff 66 2e 0f 1f 84 00 00 00 00 00  | L.n.H..L.l$(H.l$......f......... | 
| 4d760 |  48 83 fa 04 0f 85 16 01 00 00 4c 8b 76 18 4c 89    74 24 38 48 8b 46 10 48 89 04 24 48 89 44 24 30  | H.........L.v.L.t$8H.F.H..$H.D$0 | 
| 4d780 |  eb be 66 0f 1f 44 00 00 8b 45 00 83 c0 01 74 03    89 45 00 48 8b 05 de d7 05 00 48 8b 00 85 c0 78  | ..f..D...E....t..E.H......H....x | 
| 4d7a0 |  18 48 8b 0d d0 d7 05 00 48 83 e8 01 48 89 01 75    08 48 89 cf e8 17 7a fb ff 48 8b 1d 70 f6 05 00  | .H......H...H..u.H....z..H..p... | 
| 4d7c0 |  8b 03 83 c0 01 74 09 89 03 48 8b 1d 60 f6 05 00    48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00  | .....t...H..`...H.E...x.H...H.E. | 
| 4d7e0 |  0f 84 6a 09 00 00 49 89 ed 48 89 dd e9 9f f9 ff    ff 0f 1f 80 00 00 00 00 48 8b 2e 4c 8b 79 10 48  | ..j...I..H..............H..L.y.H | 
| 4d800 |  89 6c 24 20 e9 29 f9 ff ff 0f 1f 80 00 00 00 00    4c 8b 79 10 48 8b 15 75 ef 05 00 4c 89 f6 4c 89  | .l$..)..........L.y.H..u...L..L. | 
| 4d820 |  e7 e8 ba 71 fc ff 48 89 44 24 20 48 89 c5 48 85    c0 0f 84 da 0e 00 00 49 83 ef 01 e9 0f f9 ff ff  | ...q..H.D$.H..H........I........ | 
| 4d840 |  48 8b 2e 48 89 04 24 49 89 c5 48 89 6c 24 20 e9    17 f9 ff ff 0f 1f 40 00 4c 89 ff e8 80 7d fb ff  | H..H..$I..H.l$........@.L....}.. | 
| 4d860 |  89 c3 85 c0 0f 89 96 fc ff ff be f8 2d 00 00 41    be 0b 03 00 00 31 db e9 01 01 00 00 0f 1f 40 00  | ............-..A.....1........@. | 
| 4d880 |  48 8d 0d b1 db 00 00 41 b8 04 00 00 00 4c 8d 0d    1c e0 00 00 48 83 ec 08 48 8b 05 99 d6 05 00 48  | H......A.....L......H...H......H | 
| 4d8a0 |  8d 15 f9 e0 00 00 48 8d 35 53 bd 00 00 53 48 8b    38 31 c0 e8 d8 7e fb ff 58 be 23 2d 00 00 5a 48  | ......H.5S...SH.81...~..X.#-..ZH | 
| 4d8c0 |  8d 0d 83 db 00 00 ba a7 02 00 00 48 8d 3d 36 d1    00 00 45 31 ff e8 d6 81 fc ff e9 1e fd ff ff 90  | ...........H.=6...E1............ | 
| 4d8e0 |  48 8b 15 f9 ec 05 00 4c 89 f6 4c 89 e7 e8 ee 70    fc ff 49 89 c5 48 85 c0 0f 84 95 0d 00 00 48 89  | H......L..L....p..I..H........H. | 
| 4d900 |  44 24 28 49 83 ef 01 4d 85 ff 0f 8e 28 08 00 00    48 8b 15 c9 f2 05 00 4c 89 f6 4c 89 e7 e8 be 70  | D$(I...M....(...H......L..L....p | 
| 4d920 |  fc ff 48 85 c0 0f 84 45 0b 00 00 48 89 44 24 30    49 83 ef 01 e9 7d fd ff ff 0f 1f 80 00 00 00 00  | ..H....E...H.D$0I....}.......... | 
| 4d940 |  4c 89 ff e8 88 78 fb ff e9 5b fb ff ff 0f 1f 00    48 89 df e8 78 78 fb ff e9 7b fb ff ff 0f 1f 00  | L....x...[......H...xx...{...... | 
| 4d960 |  4c 89 ff e8 68 78 fb ff e9 a7 fb ff ff 0f 1f 00    be 8f 2d 00 00 41 be fb 02 00 00 31 db 49 8b 07  | L...hx............-..A.....1.I.. | 
| 4d980 |  45 31 db 85 c0 78 26 48 83 e8 01 49 89 07 0f 84    14 01 00 00 4d 85 db 74 14 49 8b 03 85 c0 78 0d  | E1...x&H...I........M..t.I....x. | 
| 4d9a0 |  48 83 e8 01 49 89 03 0f 84 e3 00 00 00 48 8d 0d    95 da 00 00 44 89 f2 48 8d 3d 4a d0 00 00 45 31  | H...I........H......D..H.=J...E1 | 
| 4d9c0 |  ff e8 ea 80 fc ff 49 8b 04 24 85 c0 78 0a 48 83    e8 01 49 89 04 24 74 78 48 85 db 0f 85 d7 fb ff  | ......I..$..x.H...I..$txH....... | 
| 4d9e0 |  ff e9 e6 fb ff ff 66 2e 0f 1f 84 00 00 00 00 00    48 8d 4c 24 20 48 8d 54 24 40 49 89 d8 4c 89 f6  | ......f.........H.L$.H.T$@I..L.. | 
| 4da00 |  4c 8d 0d 98 df 00 00 4c 89 e7 e8 11 74 fc ff 85    c0 0f 89 f4 fc ff ff be 0d 2d 00 00 e9 9e fe ff  | L......L....t............-...... | 
| 4da20 |  ff 0f 1f 80 00 00 00 00 e8 53 7b fb ff 49 89 c4    e9 bb f7 ff ff 0f 1f 00 4c 89 ff e8 90 77 fb ff  | .........S{..I..........L....w.. | 
| 4da40 |  e9 30 f8 ff ff 0f 1f 00 49 89 df 0f 1f 44 00 00    4c 89 e7 e8 78 77 fb ff e9 7b ff ff ff 0f 1f 00  | .0......I....D..L...xw...{...... | 
| 4da60 |  48 89 df e8 68 77 fb ff e9 5f fb ff ff 0f 1f 00    48 89 ef e8 58 77 fb ff e9 6a fb ff ff 0f 1f 00  | H...hw..._......H...Xw...j...... | 
| 4da80 |  4c 89 ef e8 48 77 fb ff e9 70 fb ff ff 0f 1f 00    4c 89 df 89 34 24 e8 35 77 fb ff 8b 34 24 e9 0a  | L...Hw...p......L...4$.5w...4$.. | 
| 4daa0 |  ff ff ff 0f 1f 44 00 00 4c 89 ff 89 74 24 08 4c    89 1c 24 e8 18 77 fb ff 8b 74 24 08 4c 8b 1c 24  | .....D..L...t$.L..$..w...t$.L..$ | 
| 4dac0 |  e9 cf fe ff ff 0f 1f 00 41 8b 06 83 c0 01 74 03    41 89 06 48 8b 35 b6 d4 05 00 ba 02 00 00 00 4c  | ........A.....t.A..H.5.........L | 
| 4dae0 |  89 f7 e8 39 77 fb ff 49 89 c3 48 85 c0 0f 84 2a    0d 00 00 48 3b 05 86 d4 05 00 41 0f 94 c7 48 3b  | ...9w..I..H....*...H;.....A...H; | 
| 4db00 |  05 43 d4 05 00 0f 94 c0 44 08 f8 75 0d 4c 3b 1d    64 d4 05 00 0f 85 ee 06 00 00 45 0f b6 ff 49 8b  | .C......D..u.L;.d.........E...I. | 
| 4db20 |  03 85 c0 78 0d 48 83 e8 01 49 89 03 0f 84 4e 07    00 00 45 85 ff 0f 84 2d 06 00 00 49 8b 06 85 c0  | ...x.H...I....N...E....-...I.... | 
| 4db40 |  78 0d 48 83 e8 01 49 89 06 0f 84 21 0b 00 00 48    8b 3d 8a ed 05 00 e8 e5 4d fd ff 49 89 c3 48 85  | x.H...I....!...H.=......M..I..H. | 
| 4db60 |  c0 0f 84 79 0b 00 00 48 8b 40 08 4c 89 1c 24 4c    89 df 48 8b 35 87 e7 05 00 48 8b 80 90 00 00 00  | ...y...H.@.L..$L..H.5....H...... | 
| 4db80 |  48 85 c0 0f 84 77 0b 00 00 ff d0 4c 8b 1c 24 49    89 c0 49 8b 03 4d 85 c0 0f 84 52 0b 00 00 85 c0  | H....w.....L..$I..I..M....R..... | 
| 4dba0 |  78 0d 48 83 e8 01 49 89 03 0f 84 71 08 00 00 48    8b 05 42 d3 05 00 49 39 40 08 0f 84 7d 0b 00 00  | x.H...I....q...H..B...I9@...}... | 
| 4dbc0 |  4c 89 c7 48 8d 74 24 48 ba 01 00 00 00 4c 89 04    24 48 c7 44 24 40 00 00 00 00 48 89 5c 24 48 e8  | L..H.t$H.....L..$H.D$@....H.\$H. | 
| 4dbe0 |  8c 7b fc ff 4c 8b 04 24 49 89 c7 4d 89 c1 4d 85    ff 0f 84 e8 0b 00 00 49 8b 01 85 c0 78 0d 48 83  | .{..L..$I..M..M........I....x.H. | 
| 4dc00 |  e8 01 49 89 01 0f 84 85 08 00 00 49 8b 47 08 48    8b 35 82 ef 05 00 4c 89 ff 48 8b 80 90 00 00 00  | ..I........I.G.H.5....L..H...... | 
| 4dc20 |  48 85 c0 0f 84 17 0c 00 00 ff d0 49 89 c1 49 8b    07 4d 85 c9 0f 84 f6 0b 00 00 85 c0 78 0d 48 83  | H..........I..I..M..........x.H. | 
| 4dc40 |  e8 01 49 89 07 0f 84 6d 08 00 00 48 8b 35 06 e3    05 00 4c 89 cf ba 02 00 00 00 4c 89 0c 24 e8 bd  | ..I....m...H.5....L.......L..$.. | 
| 4dc60 |  75 fb ff 4c 8b 0c 24 48 85 c0 49 89 c7 0f 84 2d    0c 00 00 49 8b 01 85 c0 78 0d 48 83 e8 01 49 89  | u..L..$H..I....-...I....x.H...I. | 
| 4dc80 |  01 0f 84 c9 09 00 00 4c 3b 3d f2 d2 05 00 0f 94    c0 4c 3b 3d b0 d2 05 00 0f 94 c2 08 c2 0f 85 35  | .......L;=.......L;=...........5 | 
| 4dca0 |  06 00 00 4c 3b 3d ce d2 05 00 0f 84 28 06 00 00    4c 89 ff e8 28 79 fb ff 89 c2 85 c0 0f 88 0b 0c  | ...L;=......(...L...(y.......... | 
| 4dcc0 |  00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07    0f 84 aa 09 00 00 85 d2 0f 84 b1 f8 ff ff 41 8b  | ..I....x.H...I................A. | 
| 4dce0 |  06 83 c0 01 74 03 41 89 06 48 8b 05 08 d2 05 00    48 8d 74 24 48 ba 01 00 00 00 45 31 c0 49 39 46  | ....t.A..H......H.t$H.....E1.I9F | 
| 4dd00 |  08 0f 84 d1 0d 00 00 66 49 0f 6e c0 66 48 0f 6e    d3 4c 89 f7 4c 89 04 24 66 0f 6c c2 0f 29 44 24  | .......fI.n.fH.n.L..L..$f.l..)D$ | 
| 4dd20 |  40 e8 4a 7a fc ff 4c 8b 04 24 49 89 c7 4c 89 c7    e8 2b 5a fc ff 4d 85 ff 0f 84 87 0d 00 00 49 8b  | @.Jz..L..$I..L...+Z..M........I. | 
| 4dd40 |  06 85 c0 78 0d 48 83 e8 01 49 89 06 0f 84 8b 0b    00 00 49 8b 04 24 85 c0 0f 89 70 fc ff ff e9 55  | ...x.H...I........I..$....p....U | 
| 4dd60 |  f8 ff ff 0f 1f 44 00 00 48 8b 3d 71 eb 05 00 e8    cc 4b fd ff 49 89 c3 48 85 c0 0f 84 cd 0a 00 00  | .....D..H.=q.....K..I..H........ | 
| 4dd80 |  48 8b 40 08 4c 89 5c 24 10 4c 89 df 48 8b 35 a5    e8 05 00 48 8b 80 90 00 00 00 48 85 c0 0f 84 eb  | H.@.L.\$.L..H.5....H......H..... | 
| 4dda0 |  0a 00 00 ff d0 4c 8b 5c 24 10 49 89 c7 49 8b 03    4d 85 ff 0f 84 c3 0a 00 00 85 c0 78 0d 48 83 e8  | .....L.\$.I..I..M..........x.H.. | 
| 4ddc0 |  01 49 89 03 0f 84 d6 04 00 00 ba 02 00 00 00 4c    89 fe 4c 89 e7 e8 46 74 fb ff 48 89 c3 48 85 c0  | .I.............L..L...Ft..H..H.. | 
| 4dde0 |  0f 84 d7 0a 00 00 49 8b 07 85 c0 78 0d 48 83 e8    01 49 89 07 0f 84 ce 04 00 00 48 3b 1d 7f d1 05  | ......I....x.H...I........H;.... | 
| 4de00 |  00 0f 94 c0 48 3b 1d 3d d1 05 00 0f 94 c2 08 c2    0f 85 4a 04 00 00 48 3b 1d 5b d1 05 00 0f 84 3d  | ....H;.=..........J...H;.[.....= | 
| 4de20 |  04 00 00 48 89 df e8 b5 77 fb ff 41 89 c7 85 c0    0f 88 c1 0a 00 00 48 8b 13 85 d2 78 0d 48 83 ea  | ...H....w..A..........H....x.H.. | 
| 4de40 |  01 48 89 13 0f 84 74 08 00 00 45 85 ff 0f 84 7d    06 00 00 48 8b 44 24 08 4c 8b 98 e8 00 00 00 41  | .H....t...E....}...H.D$.L......A | 
| 4de60 |  8b 03 83 c0 01 74 03 41 89 03 48 83 ec 08 45 31    c0 b9 01 00 00 00 4c 89 ee 41 53 48 8b 44 24 18  | .....t.A..H...E1......L..ASH.D$. | 
| 4de80 |  48 89 ef 48 8b 54 24 10 4c 8d 48 20 4c 89 5c 24    20 ff 15 39 f2 05 00 59 5e 48 85 c0 4c 8b 5c 24  | H..H.T$.L.H.L.\$...9...Y^H..L.\$ | 
| 4dea0 |  10 48 89 c3 0f 84 c8 0b 00 00 49 8b 03 85 c0 0f    88 c9 f6 ff ff 48 83 e8 01 49 89 03 0f 85 bc f6  | .H........I..........H...I...... | 
| 4dec0 |  ff ff 4c 89 df e8 06 73 fb ff e9 af f6 ff ff 90    31 c9 48 8d 45 28 4c 89 3c 24 4d 89 ef 49 89 ed  | ..L....s........1.H.E(L.<$M..I.. | 
| 4dee0 |  48 89 cd 48 89 44 24 10 49 8b 74 ec 18 49 39 f5    0f 84 41 01 00 00 66 2e 0f 1f 84 00 00 00 00 00  | H..H.D$.I.t..I9...A...f......... | 
| 4df00 |  48 8b 05 c9 d0 05 00 49 39 45 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 e3 00 00 00 84 c0 0f  | H......I9E....H9F............... | 
| 4df20 |  84 db 00 00 00 49 8b 55 10 48 3b 56 10 0f 85 ed    00 00 00 48 8b 46 18 49 8b 7d 18 48 39 c7 41 0f  | .....I.U.H;V.......H.F.I.}.H9.A. | 
| 4df40 |  95 c0 48 83 f8 ff 0f 95 c0 41 84 c0 74 0a 48 83    ff ff 0f 85 c8 00 00 00 45 0f b6 4d 20 44 0f b6  | ..H......A..t.H.........E..M.D.. | 
| 4df60 |  46 20 44 89 c8 44 89 c7 c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 a2 00 00 00 41 f6  | F.D..D.....@.........@8.......A. | 
| 4df80 |  c1 20 0f 85 23 07 00 00 49 8b 7d 38 41 f6 c0 20    0f 85 35 07 00 00 48 8b 76 38 44 0f b6 c0 41 83  | ....#...I.}8A.....5...H.v8D...A. | 
| 4dfa0 |  f8 01 0f 84 c7 08 00 00 41 83 f8 02 0f 84 38 09    00 00 44 8b 07 44 8b 0e 45 39 c1 75 63 48 83 fa  | ........A.....8...D..D..E9.ucH.. | 
| 4dfc0 |  01 74 74 0f b6 c0 48 0f af d0 e8 41 74 fb ff 85    c0 0f 94 c0 0f b6 c0 75 47 4c 8b 3c 24 48 89 e9  | .tt...H....At..........uGL.<$H.. | 
| 4dfe0 |  85 c0 79 5a e8 37 75 fb ff 48 85 c0 0f 84 fe f9    ff ff be 08 2d 00 00 e9 c3 f8 ff ff 0f 1f 40 00  | ..yZ.7u..H..........-.........@. | 
| 4e000 |  4c 3b 2d 71 cf 05 00 75 04 84 c0 75 13 48 3b 35    64 cf 05 00 75 3a 84 d2 74 36 66 0f 1f 44 00 00  | L;-q...u...u.H;5d...u:..t6f..D.. | 
| 4e020 |  48 83 c5 01 49 39 ef 74 bb 49 8b 74 ec 18 49 39    f5 0f 85 c9 fe ff ff 4c 8b 3c 24 48 89 e9 49 8b  | H...I9.t.I.t..I9.......L.<$H..I. | 
| 4e040 |  04 ce e9 a9 f6 ff ff 66 0f 1f 84 00 00 00 00 00    4c 89 ef ba 02 00 00 00 e8 c3 71 fb ff 48 89 c7  | .......f........L.........q..H.. | 
| 4e060 |  48 85 c0 0f 84 7b ff ff ff 48 3b 05 10 cf 05 00    0f 94 c0 48 3b 3d ce ce 05 00 0f 94 c2 08 c2 75  | H....{...H;........H;=.........u | 
| 4e080 |  0d 48 3b 3d f0 ce 05 00 0f 85 ba 01 00 00 0f b6    c0 48 8b 17 85 d2 78 0d 48 83 ea 01 48 89 17 0f  | .H;=.............H....x.H...H... | 
| 4e0a0 |  84 0b 02 00 00 85 c0 0f 84 73 ff ff ff e9 27 ff    ff ff 48 85 db 48 8d 05 7c d3 00 00 48 8d 0d 6c  | .........s....'...H..H..|...H..l | 
| 4e0c0 |  d3 00 00 41 0f 9f c0 48 0f 4f c8 4c 8d 0d 5c d3    00 00 45 0f b6 c0 48 8d 05 d3 d7 00 00 4c 0f 4f  | ...A...H.O.L..\...E...H......L.O | 
| 4e0e0 |  c8 4f 8d 44 40 01 e9 a9 f7 ff ff 0f 1f 44 00 00    e8 0b 77 fb ff 49 89 c7 e9 20 f1 ff ff 0f 1f 00  | .O.D@........D....w..I.......... | 
| 4e100 |  ba fb 02 00 00 be 8d 2d 00 00 48 8d 0d 38 d3 00    00 48 8d 3d f0 c8 00 00 45 31 ff 31 db e8 8e 79  | .......-..H..8...H.=....E1.1...y | 
| 4e120 |  fc ff 49 8b 04 24 85 c0 0f 89 a0 f8 ff ff e9 99    f4 ff ff 0f 1f 44 00 00 48 8b 44 24 30 48 8b 6c  | ..I..$...............D..H.D$0H.l | 
| 4e140 |  24 20 4c 8b 74 24 38 48 89 04 24 e9 1b f0 ff ff    48 89 ef 49 89 ed 48 89 dd e8 72 70 fb ff e9 2d  | $.L.t$8H..$.....H..I..H...rp...- | 
| 4e160 |  f0 ff ff 0f 1f 44 00 00 48 8b 35 39 ce 05 00 ba    02 00 00 00 4c 89 f7 e8 a4 70 fb ff 49 89 c3 48  | .....D..H.59........L....p..I..H | 
| 4e180 |  85 c0 0f 84 13 09 00 00 48 3b 05 f1 cd 05 00 41    0f 94 c7 48 3b 05 ae cd 05 00 0f 94 c0 44 08 f8  | ........H;.....A...H;........D.. | 
| 4e1a0 |  0f 85 ba 02 00 00 4c 3b 1d cb cd 05 00 0f 84 ad    02 00 00 4c 89 df 4c 89 1c 24 e8 21 74 fb ff 4c  | ......L;...........L..L..$.!t..L | 
| 4e1c0 |  8b 1c 24 85 c0 41 89 c7 0f 88 ed 08 00 00 49 8b    03 85 c0 78 0d 48 83 e8 01 49 89 03 0f 84 ce 06  | ..$..A........I....x.H...I...... | 
| 4e1e0 |  00 00 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06    0f 84 7a 04 00 00 45 85 ff 0f 84 90 f3 ff ff e9  | ..I....x.H...I....z...E......... | 
| 4e200 |  4b f9 ff ff 0f 1f 40 00 4c 89 df 4c 89 1c 24 e8    cc 73 fb ff 4c 8b 1c 24 85 c0 41 89 c7 0f 89 fb  | K.....@.L..L..$..s..L..$..A..... | 
| 4e220 |  f8 ff ff be 90 2f 00 00 49 8b 06 85 c0 0f 88 f2    08 00 00 4d 89 f7 41 be 20 03 00 00 e9 46 f7 ff  | ...../..I..........M..A......F.. | 
| 4e240 |  ff 0f 1f 80 00 00 00 00 48 89 7c 24 18 e8 8e 73    fb ff 48 8b 7c 24 18 e9 35 fe ff ff 0f 1f 40 00  | ........H.|$...s..H.|$..5.....@. | 
| 4e260 |  44 0f b6 f8 e9 cd fb ff ff 0f 1f 80 00 00 00 00    e8 8b 75 fb ff 49 89 c7 e9 e5 f0 ff ff 0f 1f 00  | D.................u..I.......... | 
| 4e280 |  4c 89 df e8 48 6f fb ff e9 a5 f8 ff ff 0f 1f 00    be 05 2e 00 00 41 be 0c 03 00 00 e9 dd f6 ff ff  | L...Ho...............A.......... | 
| 4e2a0 |  4c 89 df e8 28 6f fb ff e9 1d fb ff ff 0f 1f 00    89 44 24 18 e8 17 6f fb ff 8b 44 24 18 e9 e3 fd  | L...(o...........D$...o...D$.... | 
| 4e2c0 |  ff ff 66 0f 1f 44 00 00 4c 89 ff e8 00 6f fb ff    e9 25 fb ff ff 0f 1f 00 0f b6 d0 e9 e2 f9 ff ff  | ..f..D..L....o...%.............. | 
| 4e2e0 |  4c 89 ff e8 e8 6e fb ff e9 91 f2 ff ff 0f 1f 00    e8 2b 72 fb ff 48 85 c0 0f 85 62 07 00 00 48 89  | L....n...........+r..H....b...H. | 
| 4e300 |  df e8 1a 44 fd ff 48 89 c3 48 85 c0 0f 85 9b 0c    00 00 41 be 0b 03 00 00 be f1 2d 00 00 e9 8b f6  | ...D..H..H........A.......-..... | 
| 4e320 |  ff ff 66 0f 1f 44 00 00 4c 89 df e8 a0 6e fb ff    e9 ea f0 ff ff 0f 1f 00 4c 89 e7 49 89 dc e8 8d  | ..f..D..L....n..........L..I.... | 
| 4e340 |  6e fb ff e9 f0 f0 ff ff 0f 1f 84 00 00 00 00 00    e8 ab 74 fb ff 48 89 c3 e9 2e f1 ff ff 0f 1f 00  | n.................t..H.......... | 
| 4e360 |  be f3 2d 00 00 41 be 0b 03 00 00 e9 0d f6 ff ff    4c 89 ff 4c 89 5c 24 18 4c 89 4c 24 10 e8 4e 6e  | ..-..A..........L..L.\$.L.L$..Nn | 
| 4e380 |  fb ff 4c 8b 4c 24 10 4c 8b 5c 24 18 e9 26 f0 ff    ff 0f 1f 80 00 00 00 00 49 89 db 41 be 0b 03 00  | ..L.L$.L.\$..&..........I..A.... | 
| 4e3a0 |  00 be f6 2d 00 00 31 db e9 ec f5 ff ff 0f 1f 00    66 0f ef c0 48 8d 74 24 48 31 d2 4c 89 ff 0f 29  | ...-..1.........f...H.t$H1.L...) | 
| 4e3c0 |  44 24 40 e8 a8 73 fc ff 4d 89 fb 48 89 c3 e9 2f    f0 ff ff 0f 1f 44 00 00 4c 89 cf 4c 89 5c 24 10  | D$@..s..M..H.../.....D..L..L.\$. | 
| 4e3e0 |  e8 eb 6d fb ff 4c 8b 5c 24 10 e9 13 f0 ff ff 90    e8 2b 71 fb ff 48 85 c0 75 14 48 89 df e8 1e 43  | ..m..L.\$........+q..H..u.H....C | 
| 4e400 |  fd ff 49 89 c7 48 85 c0 0f 85 9f ee ff ff ba fd    02 00 00 be 9b 2d 00 00 e9 ed fc ff ff 0f 1f 00  | ..I..H...............-.......... | 
| 4e420 |  4c 89 df 4c 89 04 24 e8 a4 6d fb ff 4c 8b 04 24    e9 7a f7 ff ff 0f 1f 00 e8 c3 73 fb ff 48 89 c3  | L..L..$..m..L..$.z........s..H.. | 
| 4e440 |  e9 8b ee ff ff 0f 1f 00 be 9d 2d 00 00 41 be fd    02 00 00 e9 25 f5 ff ff 0f 1f 84 00 00 00 00 00  | ..........-..A......%........... | 
| 4e460 |  45 0f b6 ff e9 65 fd ff ff 0f 1f 80 00 00 00 00    e8 ab 70 fb ff 48 85 c0 0f 84 3d f2 ff ff be 01  | E....e............p..H....=..... | 
| 4e480 |  2d 00 00 e9 37 f4 ff ff 0f 1f 84 00 00 00 00 00    4c 89 cf e8 38 6d fb ff e9 6e f7 ff ff 0f 1f 00  | -...7...........L...8m...n...... | 
| 4e4a0 |  49 89 db 41 be fd 02 00 00 be a8 2d 00 00 31 db    e9 e4 f4 ff ff 0f 1f 00 4c 89 ff 4c 89 0c 24 e8  | I..A.......-..1.........L..L..$. | 
| 4e4c0 |  0c 6d fb ff 4c 8b 0c 24 e9 7e f7 ff ff 0f 1f 00    48 8b 3d 09 e4 05 00 e8 64 44 fd ff 48 89 c3 48  | .m..L..$.~......H.=.....dD..H..H | 
| 4e4e0 |  85 c0 0f 84 7c 06 00 00 48 8b 35 39 e1 05 00 48    89 c7 e8 99 51 fc ff 49 89 c3 48 85 c0 0f 84 71  | ....|...H.59...H....Q..I..H....q | 
| 4e500 |  06 00 00 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89    03 0f 84 6d 05 00 00 4c 89 de ba 02 00 00 00 4c  | ...H....x.H...H....m...L.......L | 
| 4e520 |  89 e7 4c 89 5c 24 10 e8 f4 6c fb ff 4c 8b 5c 24    10 48 85 c0 49 89 c7 0f 84 4c 06 00 00 49 8b 03  | ..L.\$...l..L.\$.H..I....L...I.. | 
| 4e540 |  85 c0 78 0d 48 83 e8 01 49 89 03 0f 84 5d 05 00    00 4c 3b 3d 28 ca 05 00 0f 94 c0 4c 3b 3d e6 c9  | ..x.H...I....]...L;=(......L;=.. | 
| 4e560 |  05 00 0f 94 c2 08 c2 0f 85 a8 02 00 00 4c 3b 3d    04 ca 05 00 0f 84 9b 02 00 00 4c 89 ff e8 5e 70  | .............L;=..........L...^p | 
| 4e580 |  fb ff 89 c3 85 c0 0f 88 0f 06 00 00 49 8b 17 85    d2 78 0d 48 83 ea 01 49 89 17 0f 84 90 05 00 00  | ............I....x.H...I........ | 
| 4e5a0 |  85 db 0f 84 64 03 00 00 48 8b 44 24 08 4c 8b b8    e8 00 00 00 41 8b 07 83 c0 01 74 03 41 89 07 48  | ....d...H.D$.L......A.....t.A..H | 
| 4e5c0 |  83 ec 08 45 31 c0 b9 01 00 00 00 4c 89 ee 41 57    48 8b 44 24 18 48 89 ef 48 8b 54 24 10 4c 8d 48  | ...E1......L..AWH.D$.H..H.T$.L.H | 
| 4e5e0 |  20 ff 15 d9 ea 05 00 48 89 c3 58 5a 48 85 db 0f    85 75 ef ff ff be 5b 2e 00 00 41 be 10 03 00 00  | .......H..XZH....u....[...A..... | 
| 4e600 |  e9 78 f3 ff ff 0f 1f 00 48 8d 0d 3a ce 00 00 ba    02 03 00 00 be b4 2d 00 00 48 8d 3d e8 c3 00 00  | .x......H..:..........-..H.=.... | 
| 4e620 |  e8 8b 74 fc ff 49 8b 04 24 45 31 ff 85 c0 0f 88    98 ef ff ff 48 83 e8 01 49 89 04 24 0f 85 8a ef  | ..t..I..$E1.........H...I..$.... | 
| 4e640 |  ff ff 31 db e9 07 f4 ff ff 0f 1f 80 00 00 00 00    4c 89 cf e8 78 6b fb ff e9 2a f6 ff ff 0f 1f 00  | ..1.............L...xk...*...... | 
| 4e660 |  41 be 02 03 00 00 be c8 2d 00 00 e9 29 f3 ff ff    4c 89 f7 e8 58 6b fb ff e9 79 fb ff ff 0f 1f 00  | A.......-...)...L...Xk...y...... | 
| 4e680 |  4c 89 ff 89 14 24 e8 45 6b fb ff 8b 14 24 e9 43    f6 ff ff e8 88 6e fb ff 48 85 c0 0f 84 6f f2 ff  | L....$.Ek....$.C.....n..H....o.. | 
| 4e6a0 |  ff be fa 2c 00 00 e9 14 f2 ff ff 49 8d 7d 38 41    83 e1 40 48 0f 45 7c 24 10 e9 ce f8 ff ff 48 89  | ...,.......I.}8A..@H.E|$......H. | 
| 4e6c0 |  df e8 0a 6b fb ff e9 7f f7 ff ff 4c 8d 4e 28 48    83 c6 38 41 83 e0 40 49 0f 45 f1 e9 ba f8 ff ff  | ...k.......L.N(H..8A..@I.E...... | 
| 4e6e0 |  41 be 21 03 00 00 be a9 2f 00 00 e9 bd f2 ff ff    41 be 21 03 00 00 be ab 2f 00 00 e9 99 f2 ff ff  | A.!...../.......A.!...../....... | 
| 4e700 |  e8 fb 70 fb ff 4c 8b 1c 24 49 89 c0 e9 81 f4 ff    ff e8 0a 6e fb ff 48 8d 0d 12 cd 00 00 41 b8 01  | ..p..L..$I.........n..H......A.. | 
| 4e720 |  00 00 00 4c 8d 0d 04 cd 00 00 48 85 c0 0f 84 61    f1 ff ff be f3 2c 00 00 e9 82 f1 ff ff 4d 8b 58  | ...L......H....a.....,.......M.X | 
| 4e740 |  18 4d 85 db 0f 84 76 f4 ff ff 41 8b 03 4d 8b 48    10 83 c0 01 74 03 41 89 03 41 8b 01 83 c0 01 74  | .M....v...A..M.H....t.A..A.....t | 
| 4e760 |  03 41 89 01 49 8b 00 85 c0 78 0d 48 83 e8 01 49    89 00 0f 84 c5 03 00 00 66 49 0f 6e c3 66 48 0f  | .A..I....x.H...I........fI.n.fH. | 
| 4e780 |  6e cb 4c 89 cf ba 02 00 00 00 66 0f 6c c1 48 8d    74 24 40 4c 89 5c 24 08 4c 89 0c 24 0f 29 44 24  | n.L.......f.l.H.t$@L.\$.L..$.)D$ | 
| 4e7a0 |  40 e8 ca 6f fc ff 4c 8b 5c 24 08 4c 8b 0c 24 49    89 c7 49 8b 03 85 c0 0f 88 31 f4 ff ff 48 83 e8  | @..o..L.\$.L..$I..I......1...H.. | 
| 4e7c0 |  01 49 89 03 0f 85 24 f4 ff ff 4c 89 df 4c 89 0c    24 e8 fa 69 fb ff 4c 8b 0c 24 e9 0f f4 ff ff 41  | .I....$...L..L..$..i..L..$.....A | 
| 4e7e0 |  be 21 03 00 00 be c0 2f 00 00 49 8b 01 85 c0 0f    88 b8 f1 ff ff 48 83 e8 01 49 89 01 0f 85 ab f1  | .!...../..I..........H...I...... | 
| 4e800 |  ff ff 4c 89 cf 89 34 24 e8 c3 69 fb ff 8b 34 24    e9 98 f1 ff ff 0f b6 d8 e9 6f fd ff ff 4d 89 f7  | ..L...4$..i...4$.........o...M.. | 
| 4e820 |  be 8f 2f 00 00 41 be 20 03 00 00 e9 4d f1 ff ff    be c4 2f 00 00 41 be 21 03 00 00 e9 3d f1 ff ff  | ../..A......M...../..A.!....=... | 
| 4e840 |  e8 bb 6f fb ff 49 89 c1 e9 e1 f3 ff ff ba 0d 03    00 00 be 1c 2e 00 00 48 8d 0d eb cb 00 00 48 8d  | ..o..I.................H......H. | 
| 4e860 |  3d a3 c1 00 00 e8 46 72 fc ff e9 b6 fd ff ff 44    0f b6 07 44 0f b6 0e e9 3c f7 ff ff 41 be 0d 03  | =.....Fr.......D...D....<...A... | 
| 4e880 |  00 00 be 1e 2e 00 00 31 db e9 0b f1 ff ff e8 6d    6f fb ff 4c 8b 5c 24 10 49 89 c7 e9 0d f5 ff ff  | .......1.......mo..L.\$.I....... | 
| 4e8a0 |  41 be 21 03 00 00 be c7 2f 00 00 e9 3a ff ff ff    4c 89 df e8 18 69 fb ff e9 25 f9 ff ff be 21 2e  | A.!...../...:...L....i...%....!. | 
| 4e8c0 |  00 00 41 be 0d 03 00 00 e9 b0 f0 ff ff be c9 2f    00 00 41 be 21 03 00 00 e9 a0 f0 ff ff 4c 89 f7  | ..A............/..A.!........L.. | 
| 4e8e0 |  e8 eb 68 fb ff e9 68 f4 ff ff 44 0f b7 07 44 0f    b7 0e e9 c1 f6 ff ff 49 89 db 41 be 0d 03 00 00  | ..h...h...D...D........I..A..... | 
| 4e900 |  31 db be 23 2e 00 00 e9 8d f0 ff ff 48 8b 3d cd    df 05 00 e8 28 40 fd ff 48 85 c0 0f 84 14 04 00  | 1..#........H.=.....(@..H....... | 
| 4e920 |  00 48 8b 35 18 dd 05 00 48 89 c7 48 89 44 24 10    e8 5b 4d fc ff 4c 8b 5c 24 10 48 85 c0 49 89 c7  | .H.5....H..H.D$..[M..L.\$.H..I.. | 
| 4e940 |  0f 84 2a 04 00 00 49 8b 03 85 c0 78 0d 48 83 e8    01 49 89 03 0f 84 88 03 00 00 ba 02 00 00 00 4c  | ..*...I....x.H...I.............L | 
| 4e960 |  89 fe 4c 89 e7 e8 b6 68 fb ff 49 89 c3 48 85 c0    0f 84 e8 03 00 00 49 8b 07 85 c0 78 0d 48 83 e8  | ..L....h..I..H........I....x.H.. | 
| 4e980 |  01 49 89 07 0f 84 65 03 00 00 4c 3b 1d ef c5 05    00 0f 94 c0 4c 3b 1d ad c5 05 00 0f 94 c2 08 c2  | .I....e...L;........L;.......... | 
| 4e9a0 |  0f 85 b6 01 00 00 4c 3b 1d cb c5 05 00 0f 84 a9    01 00 00 4c 89 df 4c 89 5c 24 10 e8 20 6c fb ff  | ......L;...........L..L.\$...l.. | 
| 4e9c0 |  4c 8b 5c 24 10 85 c0 89 c3 0f 88 7d 03 00 00 49    8b 13 85 d2 78 0d 48 83 ea 01 49 89 13 0f 84 45  | L.\$.......}...I....x.H...I....E | 
| 4e9e0 |  03 00 00 85 db 0f 84 c2 01 00 00 48 8b 44 24 08    4c 8b 98 e8 00 00 00 41 8b 03 83 c0 01 74 03 41  | ...........H.D$.L......A.....t.A | 
| 4ea00 |  89 03 48 83 ec 08 45 31 c0 b9 01 00 00 00 4c 89    ee 41 53 48 8b 44 24 18 48 89 ef 48 8b 54 24 10  | ..H...E1......L..ASH.D$.H..H.T$. | 
| 4ea20 |  4c 8d 48 20 4c 89 5c 24 20 ff 15 89 e6 05 00 41    5b 41 5f 48 85 c0 4c 8b 5c 24 10 48 89 c3 0f 85  | L.H.L.\$.......A[A_H..L.\$.H.... | 
| 4ea40 |  66 f4 ff ff 41 be 12 03 00 00 be 86 2e 00 00 31    db e9 43 ef ff ff 66 2e 0f 1f 84 00 00 00 00 00  | f...A..........1..C...f......... | 
| 4ea60 |  31 db 41 be 0b 03 00 00 be f1 2d 00 00 e9 3b ef    ff ff 41 be 0e 03 00 00 be 30 2e 00 00 31 db e9  | 1.A.......-...;...A......0...1.. | 
| 4ea80 |  15 ef ff ff 48 89 df 4c 89 5c 24 10 e8 3f 67 fb    ff 4c 8b 5c 24 10 e9 7c fa ff ff 4d 89 f7 be 97  | ....H..L.\$..?g..L.\$..|...M.... | 
| 4eaa0 |  2f 00 00 41 be 20 03 00 00 e9 cf ee ff ff 4c 89    df e8 1a 67 fb ff e9 96 fa ff ff be 98 2f 00 00  | /..A..........L....g........./.. | 
| 4eac0 |  e9 63 f7 ff ff 4d 89 f1 be e8 2f 00 00 41 be 22    03 00 00 e9 12 fd ff ff 4d 8b 46 18 4d 85 c0 0f  | .c...M..../..A."........M.F.M... | 
| 4eae0 |  84 22 f2 ff ff 41 8b 00 4d 8b 7e 10 83 c0 01 74    03 41 89 00 41 8b 07 83 c0 01 74 03 41 89 07 49  | ."...A..M.~....t.A..A.....t.A..I | 
| 4eb00 |  8b 06 85 c0 78 0d 48 83 e8 01 49 89 06 0f 84 f3    01 00 00 4d 89 fe 48 8d 74 24 40 ba 02 00 00 00  | ....x.H...I........M..H.t$@..... | 
| 4eb20 |  e9 e2 f1 ff ff 41 be 20 03 00 00 e9 69 ee ff ff    4c 89 ff e8 98 66 fb ff e9 63 fa ff ff 4c 89 c7  | .....A......i...L....f...c...L.. | 
| 4eb40 |  4c 89 4c 24 08 4c 89 1c 24 e8 82 66 fb ff 4c 8b    1c 24 4c 8b 4c 24 08 e9 1c fc ff ff 0f b6 d8 e9  | L.L$.L..$..f..L..$L.L$.......... | 
| 4eb60 |  6b fe ff ff 41 be 0f 03 00 00 be 47 2e 00 00 e9    39 ee ff ff 49 89 df be 49 2e 00 00 31 db 41 be  | k...A......G....9...I...I...1.A. | 
| 4eb80 |  0f 03 00 00 e9 f4 ed ff ff 41 be 0f 03 00 00 be    4c 2e 00 00 31 db e9 fe ed ff ff be 4e 2e 00 00  | .........A......L...1.......N... | 
| 4eba0 |  41 be 0f 03 00 00 31 db e9 d0 ed ff ff 48 8b 3d    2c dd 05 00 e8 87 3d fd ff 48 89 c3 48 85 c0 0f  | A.....1......H.=,.....=..H..H... | 
| 4ebc0 |  84 2c 03 00 00 48 8b 35 6c e1 05 00 48 89 c7 e8    bc 4a fc ff 49 89 c3 48 85 c0 0f 84 fc 02 00 00  | .,...H.5l...H....J..I..H........ | 
| 4ebe0 |  48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84    0d 03 00 00 4c 89 de ba 02 00 00 00 4c 89 e7 4c  | H....x.H...H........L.......L..L | 
| 4ec00 |  89 5c 24 10 e8 17 66 fb ff 4c 8b 5c 24 10 48 85    c0 49 89 c7 0f 84 0b 03 00 00 49 8b 03 85 c0 78  | .\$...f..L.\$.H..I........I....x | 
| 4ec20 |  0d 48 83 e8 01 49 89 03 0f 84 ea 02 00 00 4c 3b    3d 4b c3 05 00 0f 94 c0 4c 3b 3d 09 c3 05 00 0f  | .H...I........L;=K......L;=..... | 
| 4ec40 |  94 c2 08 c2 0f 85 fa 00 00 00 4c 3b 3d 27 c3 05    00 0f 84 ed 00 00 00 4c 89 ff e8 81 69 fb ff 89  | ..........L;='.........L....i... | 
| 4ec60 |  c3 85 c0 0f 88 ce 02 00 00 49 8b 17 85 d2 78 0d    48 83 ea 01 49 89 17 0f 84 05 01 00 00 85 db 0f  | .........I....x.H...I........... | 
| 4ec80 |  84 0a 01 00 00 48 8b 44 24 08 4c 8b b8 e8 00 00    00 41 8b 07 83 c0 01 74 03 41 89 07 41 50 b9 01  | .....H.D$.L......A.....t.A..AP.. | 
| 4eca0 |  00 00 00 45 31 c0 4c 89 ee 41 57 48 8b 44 24 18    48 89 ef 48 8b 54 24 10 4c 8d 48 20 ff 15 36 e4  | ...E1.L..AWH.D$.H..H.T$.L.H...6. | 
| 4ecc0 |  05 00 41 59 41 5a 48 89 c3 48 85 c0 0f 85 98 e8    ff ff be b1 2e 00 00 41 be 14 03 00 00 e9 9b ec  | ..AYAZH..H.............A........ | 
| 4ece0 |  ff ff 4c 89 df e8 e6 64 fb ff e9 6b fc ff ff 4c    89 ff 4c 89 5c 24 10 e8 d4 64 fb ff 4c 8b 5c 24  | ..L....d...k...L..L.\$...d..L.\$ | 
| 4ed00 |  10 e9 84 fc ff ff 4c 89 f7 4c 89 04 24 4d 89 fe    e8 bb 64 fb ff 4c 8b 04 24 48 8d 74 24 40 ba 02  | ......L..L..$M....d..L..$H.t$@.. | 
| 4ed20 |  00 00 00 e9 df ef ff ff 4c 89 df e8 a0 64 fb ff    e9 ae fc ff ff ba 11 03 00 00 be 72 2e 00 00 e9  | ........L....d.............r.... | 
| 4ed40 |  13 fb ff ff 0f b6 d8 e9 1d ff ff ff 31 db 41 be    11 03 00 00 be 79 2e 00 00 e9 3b ec ff ff 31 db  | ............1.A......y....;...1. | 
| 4ed60 |  be 77 2e 00 00 41 be 11 03 00 00 e9 0d ec ff ff    41 be 11 03 00 00 be 74 2e 00 00 31 db e9 17 ec  | .w...A..........A......t...1.... | 
| 4ed80 |  ff ff 4c 89 ff e8 46 64 fb ff e9 ee fe ff ff 48    8b 3d 4a db 05 00 e8 a5 3b fd ff 48 85 c0 0f 84  | ..L...Fd.......H.=J.....;..H.... | 
| 4eda0 |  ed 01 00 00 48 8b 35 85 df 05 00 48 89 c7 48 89    44 24 10 e8 d8 48 fc ff 4c 8b 5c 24 10 48 85 c0  | ....H.5....H..H.D$...H..L.\$.H.. | 
| 4edc0 |  49 89 c7 0f 84 b6 01 00 00 49 8b 03 85 c0 78 0d    48 83 e8 01 49 89 03 0f 84 6c 01 00 00 ba 02 00  | I........I....x.H...I....l...... | 
| 4ede0 |  00 00 4c 89 fe 4c 89 e7 e8 33 64 fb ff 49 89 c3    48 85 c0 0f 84 5d 01 00 00 49 8b 07 85 c0 78 0d  | ..L..L...3d..I..H....]...I....x. | 
| 4ee00 |  48 83 e8 01 49 89 07 0f 84 5b 01 00 00 4c 3b 1d    6c c1 05 00 0f 94 c0 4c 3b 1d 2a c1 05 00 0f 94  | H...I....[...L;.l......L;.*..... | 
| 4ee20 |  c2 08 c2 0f 85 ab 00 00 00 4c 3b 1d 48 c1 05 00    0f 84 9e 00 00 00 4c 89 df 4c 89 5c 24 10 e8 9d  | .........L;.H.........L..L.\$... | 
| 4ee40 |  67 fb ff 4c 8b 5c 24 10 85 c0 89 c3 0f 88 67 07    00 00 49 8b 13 85 d2 78 0d 48 83 ea 01 49 89 13  | g..L.\$.......g...I....x.H...I.. | 
| 4ee60 |  0f 84 3a 01 00 00 85 db 0f 84 47 01 00 00 48 8b    44 24 08 4c 8b 98 e8 00 00 00 41 8b 03 83 c0 01  | ..:.......G...H.D$.L......A..... | 
| 4ee80 |  74 03 41 89 03 51 45 31 c0 4c 89 ee 48 89 ef 41    53 48 8b 44 24 18 b9 01 00 00 00 48 8b 54 24 10  | t.A..QE1.L..H..ASH.D$......H.T$. | 
| 4eea0 |  4c 8d 48 20 4c 89 5c 24 20 ff 15 41 e2 05 00 5e    5f 48 85 c0 4c 8b 5c 24 10 48 89 c3 0f 85 e8 ef  | L.H.L.\$...A...^_H..L.\$.H...... | 
| 4eec0 |  ff ff 41 be 16 03 00 00 be dc 2e 00 00 31 db e9    c5 ea ff ff 0f b6 d8 e9 76 ff ff ff 49 89 df be  | ..A..........1..........v...I... | 
| 4eee0 |  9f 2e 00 00 31 db 41 be 13 03 00 00 e9 8c ea ff    ff 41 be 13 03 00 00 be 9d 2e 00 00 e9 ac ea ff  | ....1.A..........A.............. | 
| 4ef00 |  ff 48 89 df 4c 89 5c 24 10 e8 c2 62 fb ff 4c 8b    5c 24 10 e9 dc fc ff ff 4c 89 df e8 b0 62 fb ff  | .H..L.\$...b..L.\$......L....b.. | 
| 4ef20 |  e9 09 fd ff ff 41 be 13 03 00 00 be a2 2e 00 00    31 db e9 62 ea ff ff be a4 2e 00 00 41 be 13 03  | .....A..........1..b........A... | 
| 4ef40 |  00 00 31 db e9 34 ea ff ff 4c 89 df e8 7f 62 fb    ff e9 87 fe ff ff 31 db be cd 2e 00 00 41 be 15  | ..1..4...L....b.......1......A.. | 
| 4ef60 |  03 00 00 e9 15 ea ff ff 4c 89 ff 4c 89 5c 24 10    e8 5b 62 fb ff 4c 8b 5c 24 10 e9 8e fe ff ff 41  | ........L..L.\$..[b..L.\$......A | 
| 4ef80 |  be 15 03 00 00 be ca 2e 00 00 31 db e9 08 ea ff    ff ba 15 03 00 00 be c8 2e 00 00 e9 b7 f8 ff ff  | ..........1..................... | 
| 4efa0 |  4c 89 df e8 28 62 fb ff e9 b9 fe ff ff 49 89 c7    e9 b3 e4 ff ff 48 8b 3d 24 d9 05 00 e8 7f 39 fd  | L...(b.......I.......H.=$.....9. | 
| 4efc0 |  ff 48 89 c3 48 85 c0 0f 84 dc 05 00 00 48 8b 35    54 dd 05 00 48 89 c7 e8 b4 46 fc ff 49 89 c3 48  | .H..H........H.5T...H....F..I..H | 
| 4efe0 |  85 c0 0f 84 ac 05 00 00 48 8b 03 85 c0 78 0d 48    83 e8 01 48 89 03 0f 84 cf 05 00 00 4c 89 de ba  | ........H....x.H...H........L... | 
| 4f000 |  02 00 00 00 4c 89 e7 4c 89 5c 24 10 e8 0f 62 fb    ff 4c 8b 5c 24 10 48 85 c0 49 89 c7 0f 84 53 05  | ....L..L.\$...b..L.\$.H..I....S. | 
| 4f020 |  00 00 49 8b 03 85 c0 78 0d 48 83 e8 01 49 89 03    0f 84 51 05 00 00 4c 3b 3d 43 bf 05 00 0f 94 c0  | ..I....x.H...I....Q...L;=C...... | 
| 4f040 |  4c 3b 3d 01 bf 05 00 0f 94 c2 08 c2 0f 85 0e 05    00 00 4c 3b 3d 1f bf 05 00 0f 84 01 05 00 00 4c  | L;=...............L;=..........L | 
| 4f060 |  89 ff e8 79 65 fb ff 89 c3 85 c0 0f 88 d0 04 00    00 49 8b 17 85 d2 78 0d 48 83 ea 01 49 89 17 0f  | ...ye............I....x.H...I... | 
| 4f080 |  84 e3 04 00 00 85 db 74 5b 48 8b 44 24 08 4c 8b    b8 e8 00 00 00 41 8b 07 83 c0 01 74 03 41 89 07  | .......t[H.D$.L......A.....t.A.. | 
| 4f0a0 |  41 53 45 31 c0 b9 01 00 00 00 4c 89 ee 41 57 48    8b 44 24 18 48 89 ef 48 8b 54 24 10 4c 8d 48 20  | ASE1......L..AWH.D$.H..H.T$.L.H. | 
| 4f0c0 |  ff 15 22 e0 05 00 48 89 c3 58 5a 48 85 db 0f 85    96 e4 ff ff be 07 2f 00 00 41 be 18 03 00 00 e9  | .."...H..XZH........../..A...... | 
| 4f0e0 |  99 e8 ff ff 48 8b 3d f5 d7 05 00 e8 50 38 fd ff    48 85 c0 0f 84 39 04 00 00 48 8b 35 40 dc 05 00  | ....H.=.....P8..H....9...H.5@... | 
| 4f100 |  48 89 c7 48 89 44 24 10 e8 83 45 fc ff 4c 8b 5c    24 10 48 85 c0 49 89 c7 0f 84 02 04 00 00 49 8b  | H..H.D$...E..L.\$.H..I........I. | 
| 4f120 |  03 85 c0 78 0d 48 83 e8 01 49 89 03 0f 84 21 04    00 00 ba 02 00 00 00 4c 89 fe 4c 89 e7 e8 de 60  | ...x.H...I....!........L..L....` | 
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| 4f1c0 |  8b 44 24 08 4c 8b 98 e8 00 00 00 41 8b 03 83 c0    01 74 03 41 89 03 41 50 b9 01 00 00 00 45 31 c0  | .D$.L......A.....t.A..AP.....E1. | 
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| 4f220 |  00 31 db e9 71 e7 ff ff 48 8b 3d b1 d6 05 00 e8    0c 37 fd ff 48 89 c3 48 85 c0 0f 84 69 02 00 00  | .1..q...H.=......7..H..H....i... | 
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| 4f360 |  14 bc 05 00 0f 84 d4 00 00 00 49 8b 44 24 08 f6    80 ab 00 00 00 10 74 0d 48 3b 05 51 bc 05 00 0f  | ..........I.D$........t.H;.Q.... | 
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| 4f480 |  31 db e9 12 e5 ff ff 4c 89 df e8 41 5d fb ff e9    15 fe ff ff 49 89 df be 4b 2f 00 00 31 db 41 be  | 1......L...A].......I...K/..1.A. | 
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| 4ff20 |  dc 00 00 00 4c 8b 76 10 4c 89 b4 24 80 00 00 00    f3 0f 6f 16 4c 8b 66 08 4c 8b 2e 0f 29 54 24 70  | ....L.v.L..$......o.L.f.L...)T$p | 
| 4ff40 |  e9 f9 f7 ff ff 0f 1f 00 48 8b 49 10 48 8b 15 cd    c8 05 00 4c 89 f6 48 89 ef 48 89 4c 24 08 e8 7d  | ........H.I.H......L..H..H.L$..} | 
| 4ff60 |  4a fc ff 48 8b 4c 24 08 48 85 c0 48 89 44 24 70    0f 84 f7 12 00 00 4c 8b 7d 10 48 83 e9 01 e9 18  | J..H.L$.H..H.D$p......L.}.H..... | 
| 4ff80 |  f7 ff ff 0f 1f 44 00 00 48 8d 0d a9 b4 00 00 41    b8 03 00 00 00 48 83 ec 08 48 8b 05 98 af 05 00  | .....D..H......A.....H...H...... | 
| 4ffa0 |  48 8d 15 21 b9 00 00 48 8d 35 52 96 00 00 41 55    4c 8d 0d f9 b8 00 00 48 8b 38 31 c0 e8 cf 57 fb  | H..!...H.5R...AUL......H.81...W. | 
| 4ffc0 |  ff 58 be d7 50 00 00 5a 48 8d 0d 7a b4 00 00 ba    19 0d 00 00 48 8d 3d 55 aa 00 00 45 31 ff e8 cd  | .X..P..ZH..z........H.=U...E1... | 
| 4ffe0 |  5a fc ff 48 81 c4 b8 00 00 00 4c 89 f8 5b 5d 41    5c 41 5d 41 5e 41 5f c3 0f 1f 84 00 00 00 00 00  | Z..H......L..[]A\A]A^A_......... | 
| 50000 |  48 83 fa 02 48 8d 0d 24 b4 00 00 48 8d 05 26 b4    00 00 41 0f 9d c0 48 0f 4d c8 45 0f b6 c0 49 83  | H...H..$...H..&...A...H.M.E...I. | 
| 50020 |  c0 02 e9 6e ff ff ff 66 0f 1f 84 00 00 00 00 00    4c 8b 35 41 af 05 00 e9 f4 fe ff ff 0f 1f 40 00  | ...n...f........L.5A..........@. | 
| 50040 |  83 f9 01 75 33 48 8b 48 30 48 3b 88 30 01 00 00    0f 8d 92 00 00 00 48 83 c1 01 48 89 48 30 48 8b  | ...u3H.H0H;.0.........H...H.H0H. | 
| 50060 |  02 48 8b 88 30 02 00 00 48 01 88 30 05 00 00 e9    32 fd ff ff 0f 1f 40 00 85 c9 79 32 e9 25 fd ff  | .H..0...H..0....2.....@...y2.%.. | 
| 50080 |  ff 0f 1f 80 00 00 00 00 48 c7 46 28 00 00 00 00    48 8b 02 4a 8b b4 c0 28 03 00 00 48 29 b0 30 05  | ........H.F(....H..J...(...H).0. | 
| 500a0 |  00 00 83 e9 01 0f 82 fb fc ff ff 48 8b 02 4c 63    c1 4a 8d 34 c0 4c 8b 4e 28 4c 3b 8e 28 01 00 00  | ...........H..Lc.J.4.L.N(L;.(... | 
| 500c0 |  7d c6 49 83 c1 01 4e 89 4c c0 28 48 8b 02 4a 8b    8c c0 28 02 00 00 48 01 88 30 05 00 00 e9 c4 fc  | }.I...N.L.(H..J...(...H..0...... | 
| 500e0 |  ff ff 66 0f 1f 44 00 00 48 c7 40 30 00 00 00 00    48 8b 02 48 83 40 28 01 48 8b 02 48 8b 88 28 02  | ..f..D..H.@0....H..H.@(.H..H..(. | 
| 50100 |  00 00 48 2b 88 30 03 00 00 48 01 88 30 05 00 00    e9 91 fc ff ff 0f 1f 00 4c 89 e7 e8 b0 54 fb ff  | ..H+.0...H..0...........L....T.. | 
| 50120 |  66 0f 2e 05 08 fe 04 00 f2 0f 11 44 24 18 0f 8b    3d 0f 00 00 4c 89 ef e8 a4 55 fc ff 49 89 c4 48  | f..........D$...=...L....U..I..H | 
| 50140 |  83 f8 ff 0f 84 bb 0f 00 00 48 8b 3d f8 c7 05 00    f2 0f 10 44 24 18 be 04 00 00 00 ff 15 37 cf 05  | .........H.=.......D$........7.. | 
| 50160 |  00 83 f8 ff 0f 84 be 0f 00 00 66 0f ef c0 48 8b    3d b3 c6 05 00 be 01 00 00 00 f2 49 0f 2a c4 ff  | ..........f...H.=..........I.*.. | 
| 50180 |  15 13 cf 05 00 83 f8 ff 0f 84 3c 10 00 00 4c 8b    2d e3 ad 05 00 4d 39 ee 0f 84 53 07 00 00 48 8b  | ..........<...L.-....M9...S...H. | 
| 501a0 |  3d 3b c7 05 00 e8 96 27 fd ff 48 89 44 24 48 49    89 c7 48 85 c0 0f 84 60 11 00 00 48 8b 40 08 48  | =;.....'..H.D$HI..H....`...H.@.H | 
| 501c0 |  8b 35 fa c2 05 00 4c 89 ff 48 8b 80 90 00 00 00    48 85 c0 0f 84 6d 11 00 00 ff d0 49 89 c7 4c 89  | .5....L..H......H....m.....I..L. | 
| 501e0 |  7c 24 50 4d 85 ff 0f 84 47 11 00 00 48 8b 7c 24    48 48 8b 07 85 c0 78 12 48 83 e8 01 48 89 07 0f  | |$PM....G...H.|$HH....x.H...H... | 
| 50200 |  84 4f 0c 00 00 4c 8b 7c 24 50 48 8b 05 e7 ac 05    00 48 8d b4 24 98 00 00 00 ba 02 00 00 00 48 c7  | .O...L.|$PH......H..$.........H. | 
| 50220 |  44 24 48 00 00 00 00 48 89 44 24 20 48 89 c7 31    c0 49 39 7f 08 0f 84 76 11 00 00 66 48 0f 6e c0  | D$H....H.D$.H..1.I9....v...fH.n. | 
| 50240 |  66 49 0f 6e ee 48 8b 05 cc aa 05 00 4c 89 ff 66    0f 6c c5 48 89 84 24 a0 00 00 00 0f 29 84 24 90  | fI.n.H......L..f.l.H..$.....).$. | 
| 50260 |  00 00 00 e8 08 55 fc ff 48 8b 7c 24 48 48 89 44    24 40 49 89 c7 48 85 ff 74 19 48 8b 07 85 c0 78  | .....U..H.|$HH.D$@I..H..t.H....x | 
| 50280 |  12 48 83 e8 01 48 89 07 0f 84 72 0f 00 00 4c 8b    7c 24 40 31 ed 41 be a6 0d 00 00 48 c7 44 24 48  | .H...H....r...L.|$@1.A.....H.D$H | 
| 502a0 |  00 00 00 00 41 bd c1 53 00 00 4d 85 ff 0f 84 05    03 00 00 48 8b 7c 24 50 48 8b 07 85 c0 78 12 48  | ....A..S..M........H.|$PH....x.H | 
| 502c0 |  83 e8 01 48 89 07 0f 84 a9 0b 00 00 4c 8b 7c 24    40 4c 89 7c 24 50 41 8b 07 83 c0 01 74 08 41 89  | ...H........L.|$@L.|$PA.....t.A. | 
| 502e0 |  07 4c 8b 7c 24 40 49 8b 07 85 c0 78 0d 48 83 e8    01 49 89 07 0f 84 6e 0b 00 00 4c 8b 7c 24 50 48  | .L.|$@I....x.H...I....n...L.|$PH | 
| 50300 |  8b 05 1a ce 05 00 48 c7 44 24 40 00 00 00 00 48    c7 44 24 50 00 00 00 00 41 8b 77 18 49 8b 7f 20  | ......H.D$@....H.D$P....A.w.I... | 
| 50320 |  ff 90 f0 04 00 00 48 8b bb e8 00 00 00 48 8b 35    bc c1 05 00 48 89 44 24 28 49 8b 47 10 48 89 44  | ......H......H.5....H.D$(I.G.H.D | 
| 50340 |  24 30 e8 a9 3b fc ff 48 89 c5 48 85 c0 0f 84 59    11 00 00 48 8b bb e8 00 00 00 48 8b 35 77 c1 05  | $0..;..H..H....Y...H......H.5w.. | 
| 50360 |  00 e8 8a 3b fc ff 48 89 44 24 40 48 89 c7 48 85    c0 0f 84 84 11 00 00 48 c7 44 24 48 00 00 00 00  | ...;..H.D$@H..H........H.D$H.... | 
| 50380 |  48 8b 44 24 20 48 39 47 08 0f 85 5b 11 00 00 48    8b 47 18 48 89 44 24 48 48 85 c0 0f 84 05 12 00  | H.D$.H9G...[...H.G.H.D$HH....... | 
| 503a0 |  00 8b 10 48 8b 7f 10 83 c2 01 74 02 89 10 8b 07    83 c0 01 74 02 89 07 4c 8b 54 24 40 48 89 7c 24  | ...H......t........t...L.T$@H.|$ | 
| 503c0 |  40 49 8b 02 85 c0 0f 88 b3 0a 00 00 48 83 e8 01    49 89 02 0f 84 e6 0e 00 00 48 8b 44 24 48 48 8b  | @I..........H...I........H.D$HH. | 
| 503e0 |  7c 24 40 ba 01 00 00 00 48 8d b4 24 90 00 00 00    48 89 84 24 90 00 00 00 48 c7 84 24 98 00 00 00  | |$@.....H..$....H..$....H..$.... | 
| 50400 |  00 00 00 00 e8 67 53 fc ff 48 8b 7c 24 48 48 89    44 24 50 e8 48 33 fc ff 48 8b 7c 24 50 48 c7 44  | .....gS..H.|$HH.D$P.H3..H.|$PH.D | 
| 50420 |  24 48 00 00 00 00 48 85 ff 0f 84 8e 10 00 00 4c    8b 54 24 40 49 8b 02 85 c0 78 12 48 83 e8 01 49  | $H....H........L.T$@I....x.H...I | 
| 50440 |  89 02 0f 84 45 0e 00 00 48 8b 7c 24 50 48 c7 44    24 40 00 00 00 00 48 8b 07 85 c0 78 0d 48 83 e8  | ....E...H.|$PH.D$@....H....x.H.. | 
| 50460 |  01 48 89 07 0f 84 30 0e 00 00 48 c7 44 24 50 00    00 00 00 4c 8d 73 60 45 31 ed 48 83 c3 20 e8 4d  | .H....0...H.D$P....L.s`E1.H....M | 
| 50480 |  52 fb ff 48 83 7c 24 28 00 48 89 44 24 20 7e 4c    48 89 6c 24 38 48 8b 6c 24 28 4c 89 7c 24 28 4d  | R..H.|$(.H.D$.~LH.l$8H.l$(L.|$(M | 
| 504a0 |  89 ef 4c 8b 6c 24 30 66 0f 1f 84 00 00 00 00 00    f2 0f 10 44 24 18 4c 89 f2 4c 89 e6 48 89 df e8  | ..L.l$0f...........D$.L..L..H... | 
| 504c0 |  7c 7f 00 00 4b 89 44 fd 00 49 83 c7 01 4c 39 fd    75 de 48 8b 6c 24 38 4c 8b 7c 24 28 48 8b 7c 24  | |...K.D..I...L9.u.H.l$8L.|$(H.|$ | 
| 504e0 |  20 e8 0a 4c fb ff 48 8b 35 d3 c9 05 00 48 89 ef    31 d2 e8 e9 30 fc ff 48 89 44 24 68 48 89 c7 48  | ...L..H.5....H..1...0..H.D$hH..H | 
| 50500 |  8b 45 00 85 c0 78 13 48 83 e8 01 48 89 45 00 0f    84 ec 0d 00 00 48 8b 7c 24 68 48 85 ff 0f 84 9c  | .E...x.H...H.E.......H.|$hH..... | 
| 50520 |  10 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89    07 0f 84 1c 0e 00 00 48 c7 44 24 68 00 00 00 00  | ...H....x.H...H........H.D$h.... | 
| 50540 |  41 8b 07 83 c0 01 74 03 41 89 07 49 8b 07 85 c0    0f 88 02 0d 00 00 48 83 e8 01 49 89 07 0f 85 55  | A.....t.A..I..........H...I....U | 
| 50560 |  f9 ff ff 4c 89 fb 31 ed e9 15 08 00 00 48 c7 44    24 10 00 00 00 00 48 8b 7c 24 48 41 bd 37 51 00  | ...L..1......H.D$.....H.|$HA.7Q. | 
| 50580 |  00 41 be 7e 0d 00 00 48 c7 44 24 08 00 00 00 00    45 31 ff 0f 1f 44 00 00 48 85 ff 74 1b 48 8b 07  | .A.~...H.D$.....E1...D..H..t.H.. | 
| 505a0 |  85 c0 78 14 48 83 e8 01 48 89 07 75 0b e8 1e 4c    fb ff 66 0f 1f 44 00 00 48 8b 7c 24 50 48 85 ff  | ..x.H...H..u...L..f..D..H.|$PH.. | 
| 505c0 |  74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07    0f 84 9a 07 00 00 48 8d 0d 6c ae 00 00 44 89 f2  | t.H....x.H...H........H..l...D.. | 
| 505e0 |  44 89 ee 48 8d 3d 46 a4 00 00 e8 c1 54 fc ff 4d    85 ff 74 17 49 8b 07 85 c0 78 0d 48 83 e8 01 49  | D..H.=F.....T..M..t.I....x.H...I | 
| 50600 |  89 07 0f 84 78 07 00 00 45 31 ff 48 85 ed 0f 84    9c f8 ff ff 48 8b 45 00 85 c0 0f 88 90 f8 ff ff  | ....x...E1.H........H.E......... | 
| 50620 |  48 83 e8 01 48 89 45 00 0f 85 82 f8 ff ff 48 89    ef e8 9a 4b fb ff e9 75 f8 ff ff 0f 1f 44 00 00  | H...H.E.......H....K...u.....D.. | 
| 50640 |  48 8b 15 99 c5 05 00 4c 89 f6 48 89 ef e8 8e 43    fc ff 48 85 c0 0f 84 0c 09 00 00 48 89 84 24 80  | H......L..H....C..H........H..$. | 
| 50660 |  00 00 00 49 8d 4f ff e9 b7 f0 ff ff 0f 1f 40 00    48 89 ef e8 58 4b fb ff e9 60 f1 ff ff 0f 1f 00  | ...I.O........@.H...XK...`...... | 
| 50680 |  4c 89 ff e8 48 4b fb ff e9 d7 f1 ff ff 0f 1f 00    4c 8b 66 08 48 8b 06 4c 8b 79 10 4c 89 64 24 78  | L...HK..........L.f.H..L.y.L.d$x | 
| 506a0 |  48 89 44 24 70 e9 30 f0 ff ff 66 0f 1f 44 00 00    45 31 c9 49 8d 44 24 28 48 89 5c 24 10 4c 89 fb  | H.D$p.0...f..D..E1.I.D$(H.\$.L.. | 
| 506c0 |  4d 89 e7 4d 89 cc 48 89 44 24 20 4a 8b 74 e5 18    48 89 4c 24 08 49 39 f7 0f 84 fd 01 00 00 66 90  | M..M..H.D$.J.t..H.L$.I9.......f. | 
| 506e0 |  48 8b 05 e9 a8 05 00 49 39 47 08 0f 94 c2 48 39    46 08 0f 94 c0 84 d2 0f 84 43 01 00 00 84 c0 0f  | H......I9G....H9F........C...... | 
| 50700 |  84 3b 01 00 00 49 8b 57 10 48 3b 56 10 0f 85 ad    01 00 00 48 8b 46 18 49 8b 7f 18 48 39 c7 41 0f  | .;...I.W.H;V.......H.F.I...H9.A. | 
| 50720 |  95 c1 48 83 f8 ff 0f 95 c0 41 84 c1 74 0a 48 83    ff ff 0f 85 88 01 00 00 45 0f b6 57 20 44 0f b6  | ..H......A..t.H.........E..W.D.. | 
| 50740 |  4e 20 44 89 d0 44 89 cf c0 e8 02 40 c0 ef 02 83    e0 07 83 e7 07 40 38 f8 0f 85 62 01 00 00 41 f6  | N.D..D.....@.........@8...b...A. | 
| 50760 |  c2 20 0f 85 bf 06 00 00 49 8b 7f 38 41 f6 c1 20    0f 85 61 08 00 00 48 8b 76 38 44 0f b6 c8 41 83  | ........I..8A.....a...H.v8D...A. | 
| 50780 |  f9 01 0f 84 82 0a 00 00 41 83 f9 02 0f 84 7c 0b    00 00 44 8b 0f 44 8b 16 45 39 ca 0f 85 1f 01 00  | ........A.....|...D..D..E9...... | 
| 507a0 |  00 48 83 fa 01 0f 84 30 01 00 00 0f b6 c0 48 0f    af d0 e8 59 4c fb ff 85 c0 0f 94 c0 0f b6 c0 0f  | .H.....0......H....YL........... | 
| 507c0 |  85 fb 00 00 00 48 8b 4c 24 08 48 8b 5c 24 10 4d    89 e1 85 c0 0f 89 0e 01 00 00 48 c7 44 24 78 00  | .....H.L$.H.\$.M..........H.D$x. | 
| 507e0 |  00 00 00 e8 38 4d fb ff 48 85 c0 0f 85 a5 06 00    00 48 83 ec 08 48 8b 05 3c a7 05 00 41 b8 02 00  | ....8M..H........H...H..<...A... | 
| 50800 |  00 00 48 8d 35 f7 8d 00 00 6a 01 4c 8d 0d 9e b0    00 00 48 8d 0d 16 ac 00 00 48 8b 38 48 8d 15 a5  | ..H.5....j.L......H......H.8H... | 
| 50820 |  b0 00 00 31 c0 e8 66 4f fb ff 5f be b9 50 00 00    41 58 e9 91 f7 ff ff 66 0f 1f 84 00 00 00 00 00  | ...1..fO.._..P..AX.....f........ | 
| 50840 |  4c 8b 0d 31 a7 05 00 4d 39 cf 75 04 84 c0 75 70    4c 39 ce 75 04 84 d2 75 67 4c 89 ff ba 02 00 00  | L..1...M9.u...upL9.u...ugL...... | 
| 50860 |  00 4c 89 4c 24 18 e8 b5 49 fb ff 48 89 c7 48 85    c0 0f 84 63 ff ff ff 48 3b 05 02 a7 05 00 0f 94  | .L.L$...I..H..H....c...H;....... | 
| 50880 |  c0 48 3b 3d c0 a6 05 00 0f 94 c2 08 c2 75 0e 4c    8b 4c 24 18 4c 39 cf 0f 85 76 05 00 00 0f b6 c0  | .H;=.........u.L.L$.L9...v...... | 
| 508a0 |  48 8b 17 85 d2 78 0d 48 83 ea 01 48 89 17 0f 84    a1 06 00 00 85 c0 0f 85 09 ff ff ff 0f 1f 40 00  | H....x.H...H..................@. | 
| 508c0 |  49 83 c4 01 49 39 dc 0f 84 0d ff ff ff 4a 8b 74    e5 18 49 39 f7 0f 85 05 fe ff ff 48 8b 4c 24 08  | I...I9.......J.t..I9.......H.L$. | 
| 508e0 |  48 8b 5c 24 10 4d 89 e1 4f 8b 24 ce e9 d7 ed ff    ff 48 8b bb e8 00 00 00 48 8b 35 f1 bb 05 00 e8  | H.\$.M..O.$......H......H.5..... | 
| 50900 |  ec 35 fc ff 49 89 c7 48 85 c0 0f 84 45 0d 00 00    48 8b bb e8 00 00 00 48 8b 35 ba bb 05 00 e8 cd  | .5..I..H....E...H......H.5...... | 
| 50920 |  35 fc ff 48 89 44 24 48 48 89 c5 48 85 c0 0f 84    f3 0c 00 00 48 c7 44 24 40 00 00 00 00 48 8b 05  | 5..H.D$HH..H........H.D$@....H.. | 
| 50940 |  b4 a5 05 00 48 39 45 08 0f 85 06 0f 00 00 48 8b    45 18 48 89 44 24 40 48 85 c0 0f 84 e5 0e 00 00  | ....H9E.......H.E.H.D$@H........ | 
| 50960 |  8b 10 48 8b 6d 10 83 c2 01 74 02 89 10 8b 45 00    83 c0 01 74 03 89 45 00 48 8b 7c 24 48 48 89 6c  | ..H.m....t....E....t..E.H.|$HH.l | 
| 50980 |  24 48 48 8b 07 85 c0 0f 88 e7 0a 00 00 48 83 e8    01 48 89 07 0f 84 d0 0a 00 00 48 8b 44 24 40 48  | $HH..........H...H........H.D$@H | 
| 509a0 |  8b 6c 24 48 ba 01 00 00 00 48 8d b4 24 90 00 00    00 48 89 ef 48 89 84 24 90 00 00 00 48 c7 84 24  | .l$H.....H..$....H..H..$....H..$ | 
| 509c0 |  98 00 00 00 00 00 00 00 e8 a3 4d fc ff 48 8b 7c    24 40 48 89 44 24 50 e8 84 2d fc ff 48 8b 6c 24  | ..........M..H.|$@H.D$P..-..H.l$ | 
| 509e0 |  50 48 c7 44 24 40 00 00 00 00 48 85 ed 0f 84 19    0e 00 00 48 8b 7c 24 48 48 8b 07 85 c0 78 12 48  | PH.D$@....H........H.|$HH....x.H | 
| 50a00 |  83 e8 01 48 89 07 0f 84 47 0a 00 00 48 8b 6c 24    50 48 c7 44 24 48 00 00 00 00 48 8b 45 00 85 c0  | ...H....G...H.l$PH.D$H....H.E... | 
| 50a20 |  78 0e 48 83 e8 01 48 89 45 00 0f 84 2d 0a 00 00    48 c7 44 24 50 00 00 00 00 e8 92 46 fb ff 48 8d  | x.H...H.E...-...H.D$P......F..H. | 
| 50a40 |  4c 24 58 48 8d 54 24 60 48 8b 78 68 48 8d 74 24    68 48 89 44 24 20 e8 d5 36 fc ff 48 8d 53 60 48  | L$XH.T$`H.xhH.t$hH.D$...6..H.S`H | 
| 50a60 |  8d 7b 20 4c 89 e6 f2 0f 10 44 24 18 e8 cf 79 00    00 48 89 c7 e8 87 49 fb ff 48 89 44 24 50 48 89  | .{.L.....D$...y..H....I..H.D$PH. | 
| 50a80 |  c5 48 85 c0 0f 84 de 0b 00 00 48 8b 44 24 20 48    8b 54 24 60 48 c7 44 24 50 00 00 00 00 4c 8b 64  | .H........H.D$.H.T$`H.D$P....L.d | 
| 50aa0 |  24 58 4c 8b 6c 24 68 48 8b 40 68 48 8b 38 48 89    10 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8  | $XL.l$hH.@hH.8H..H..t.H....x.H.. | 
| 50ac0 |  01 48 89 07 0f 84 eb 0a 00 00 4d 85 ed 74 16 49    8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00 0f  | .H........M..t.I.E...x.H...I.E.. | 
| 50ae0 |  84 ed 0a 00 00 4d 85 e4 74 16 49 8b 04 24 85 c0    78 0e 48 83 e8 01 49 89 04 24 0f 84 df 0a 00 00  | .....M..t.I..$..x.H...I..$...... | 
| 50b00 |  48 8b 35 b9 c3 05 00 31 d2 4c 89 ff 48 89 6c 24    58 e8 ca 2a fc ff 48 89 44 24 60 48 89 c5 49 8b  | H.5....1.L..H.l$X..*..H.D$`H..I. | 
| 50b20 |  07 85 c0 78 12 48 83 e8 01 49 89 07 0f 84 ba 0a    00 00 48 8b 6c 24 60 48 85 ed 0f 84 9b 0d 00 00  | ...x.H...I........H.l$`H........ | 
| 50b40 |  48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00    0f 84 a3 0a 00 00 48 8b 44 24 08 4c 8b 7c 24 58  | H.E...x.H...H.E.......H.D$.L.|$X | 
| 50b60 |  48 c7 44 24 60 00 00 00 00 48 c7 44 24 58 00 00    00 00 48 8b 00 85 c0 0f 88 65 f3 ff ff 48 8b 5c  | H.D$`....H.D$X....H......e...H.\ | 
| 50b80 |  24 08 48 83 e8 01 48 89 03 0f 85 53 f3 ff ff 90    48 8b 7c 24 08 e8 36 46 fb ff e9 37 f3 ff ff 90  | $.H...H....S....H.|$..6F...7.... | 
| 50ba0 |  48 8b 0d 79 c5 05 00 48 8b 54 24 10 bf 02 00 00    00 31 c0 48 8b 74 24 08 ff 91 18 03 00 00 49 89  | H..y...H.T$......1.H.t$.......I. | 
| 50bc0 |  c4 48 85 c0 0f 84 93 07 00 00 48 89 44 24 50 4c    39 e8 0f 85 5a 08 00 00 48 c7 44 24 50 00 00 00  | .H........H.D$PL9...Z...H.D$P... | 
| 50be0 |  00 48 8b 3d f8 bc 05 00 e8 53 1d fd ff 48 89 44    24 40 48 89 c7 48 85 c0 0f 84 1b 08 00 00 48 8b  | .H.=.....S...H.D$@H..H........H. | 
| 50c00 |  40 08 48 8b 35 b7 b8 05 00 48 8b 80 90 00 00 00    48 85 c0 0f 84 86 08 00 00 ff d0 49 89 c7 4c 89  | @.H.5....H......H..........I..L. | 
| 50c20 |  7c 24 48 48 8b 7c 24 40 4d 85 ff 0f 84 5a 08 00    00 48 8b 07 85 c0 78 0e 48 83 e8 01 48 89 07 75  | |$HH.|$@M....Z...H....x.H...H..u | 
| 50c40 |  05 e8 8a 45 fb ff 48 8b 35 4b bf 05 00 4c 89 e7    48 c7 44 24 40 00 00 00 00 e8 32 2a fc ff 48 8b  | ...E..H.5K...L..H.D$@.....2*..H. | 
| 50c60 |  7c 24 48 48 89 44 24 40 48 85 c0 0f 84 aa 08 00    00 48 8b 15 80 a2 05 00 48 8d b4 24 98 00 00 00  | |$HH.D$@H........H......H..$.... | 
| 50c80 |  45 31 f6 48 89 54 24 20 48 89 d1 ba 02 00 00 00    48 39 4f 08 0f 84 95 08 00 00 66 48 0f 6e f0 66  | E1.H.T$.H.......H9O.......fH.n.f | 
| 50ca0 |  49 0f 6e c6 48 8b 05 6d a0 05 00 66 0f 6c c6 0f    29 84 24 90 00 00 00 48 89 84 24 a0 00 00 00 e8  | I.n.H..m...f.l..).$....H..$..... | 
| 50cc0 |  ac 4a fc ff 4c 89 f7 48 89 44 24 50 e8 8f 2a fc    ff 48 8b 7c 24 40 48 8b 07 85 c0 78 0e 48 83 e8  | .J..L..H.D$P..*..H.|$@H....x.H.. | 
| 50ce0 |  01 48 89 07 75 05 e8 e5 44 fb ff 4c 8b 44 24 50    48 8b 7c 24 48 48 c7 44 24 40 00 00 00 00 4d 85  | .H..u...D..L.D$PH.|$HH.D$@....M. | 
| 50d00 |  c0 0f 84 8b 08 00 00 48 8b 07 85 c0 78 12 48 83    e8 01 48 89 07 0f 84 89 05 00 00 4c 8b 44 24 50  | .......H....x.H...H........L.D$P | 
| 50d20 |  4c 89 44 24 48 41 8b 00 83 c0 01 74 08 41 89 00    4c 8b 44 24 50 49 8b 00 85 c0 78 11 48 83 e8 01  | L.D$HA.....t.A..L.D$PI....x.H... | 
| 50d40 |  49 89 00 75 08 4c 89 c7 e8 83 44 fb ff 48 c7 44    24 50 00 00 00 00 4c 8b 7c 24 48 48 c7 44 24 48  | I..u.L....D..H.D$P....L.|$HH.D$H | 
| 50d60 |  00 00 00 00 e9 f7 ec ff ff 0f 1f 80 00 00 00 00    e8 5b 44 fb ff e9 5c f8 ff ff 66 0f 1f 44 00 00  | .................[D...\...f..D.. | 
| 50d80 |  31 db 4c 89 ff 49 89 df e8 43 44 fb ff e9 79 f8    ff ff 48 c7 44 24 10 00 00 00 00 48 8b 7c 24 40  | 1.L..I...CD...y...H.D$.....H.|$@ | 
| 50da0 |  31 ed 41 bd 57 51 00 00 41 be 80 0d 00 00 48 85    ff 0f 84 01 f8 ff ff 48 8b 07 85 c0 78 09 48 83  | 1.A.WQ..A.....H........H....x.H. | 
| 50dc0 |  e8 01 48 89 07 74 11 48 8b 7c 24 48 e9 c7 f7 ff    ff 0f 1f 80 00 00 00 00 e8 f3 43 fb ff eb e8 48  | ..H..t.H.|$H..............C....H | 
| 50de0 |  8d 4c 24 70 4d 89 e8 4c 89 f6 48 89 ef 48 8d 94    24 90 00 00 00 4c 8d 0d cc aa 00 00 e8 1f 40 fc  | .L$pM..L..H..H..$....L........@. | 
| 50e00 |  ff 85 c0 0f 89 23 e9 ff ff be c5 50 00 00 e9 b5    f1 ff ff 48 89 7c 24 18 e8 c3 47 fb ff 48 8b 7c  | .....#.....P.......H.|$...G..H.| | 
| 50e20 |  24 18 e9 79 fa ff ff 49 8d 7f 38 41 83 e2 40 48    0f 45 7c 24 20 e9 32 f9 ff ff 48 89 df e8 8e 43  | $..y...I..8A..@H.E|$..2...H....C | 
| 50e40 |  fb ff e9 ff ef ff ff 4c 89 d7 e8 81 43 fb ff e9    52 ee ff ff e8 77 43 fb ff e9 a7 f3 ff ff e8 6d  | .......L....C...R....wC........m | 
| 50e60 |  43 fb ff e9 00 f0 ff ff 4c 89 ff e8 60 43 fb ff    e9 85 f4 ff ff e8 56 43 fb ff e9 4d f4 ff ff 48  | C.......L...`C........VC...M...H | 
| 50e80 |  8b 44 24 48 48 8d b4 24 90 00 00 00 ba 01 00 00    00 e9 5a f5 ff ff be b7 50 00 00 e9 28 f1 ff ff  | .D$HH..$..........Z.....P...(... | 
| 50ea0 |  e8 2b 43 fb ff e9 b5 ea ff ff 48 8b 7c 24 18 8b    07 89 44 24 30 83 c0 01 0f 84 0c ed ff ff 89 07  | .+C.......H.|$....D$0........... | 
| 50ec0 |  e9 05 ed ff ff 41 bd 81 51 00 00 41 be 84 0d 00    00 31 ed 45 31 ff 66 2e 0f 1f 84 00 00 00 00 00  | .....A..Q..A.....1.E1.f......... | 
| 50ee0 |  48 8b 7c 24 40 48 85 ff 0f 85 c9 fe ff ff e9 d4    fe ff ff 4c 89 ff e8 d5 42 fb ff e9 46 eb ff ff  | H.|$@H.............L....B...F... | 
| 50f00 |  e8 cb 42 fb ff e9 0e eb ff ff e8 c1 42 fb ff e9    4c ec ff ff 4c 89 d7 e8 b4 42 fb ff e9 1d ec ff  | ..B.........B...L...L....B...... | 
| 50f20 |  ff 41 bd 8a 51 00 00 41 be 85 0d 00 00 31 ed 45    31 ff eb ac 4c 89 e7 e8 94 42 fb ff e9 90 eb ff  | .A..Q..A.....1.E1...L....B...... | 
| 50f40 |  ff e8 8a 42 fb ff e9 9d ea ff ff e8 80 42 fb ff    e9 a3 ed ff ff 89 44 24 18 e8 72 42 fb ff 8b 44  | ...B.........B........D$..rB...D | 
| 50f60 |  24 18 e9 4d f9 ff ff e8 b4 45 fb ff 48 85 c0 0f    84 6a fe ff ff be c0 50 00 00 e9 49 f0 ff ff 48  | $..M.....E..H....j.....P...I...H | 
| 50f80 |  8b 45 00 85 c0 0f 88 2d ef ff ff 48 83 e8 01 48    89 45 00 0f 85 1f ef ff ff e9 90 f6 ff ff 4c 89  | .E.....-...H...H.E............L. | 
| 50fa0 |  d7 e8 2a 42 fb ff e9 2b ed ff ff 48 8b 44 24 40    48 8d b4 24 90 00 00 00 ba 01 00 00 00 e9 a5 ec  | ..*B...+...H.D$@H..$............ | 
| 50fc0 |  ff ff 4c 89 fb e9 b8 fd ff ff 4c 89 d7 e8 fe 41    fb ff e9 79 ec ff ff 4c 8d 56 28 48 83 c6 38 41  | ..L.......L....A...y...L.V(H..8A | 
| 50fe0 |  83 e1 40 49 0f 45 f2 e9 8e f7 ff ff 31 ff 4c 89    e5 41 bd 13 52 00 00 41 be 8e 0d 00 00 e8 5e 27  | ..@I.E......1.L..A..R..A......^' | 
| 51000 |  fc ff ba 0c 03 00 00 be e4 19 00 00 48 8d 3d b0    a9 00 00 48 8d 0d ff a7 00 00 e8 91 4a fc ff 48  | ............H.=....H........J..H | 
| 51020 |  8b 7c 24 40 48 c7 44 24 48 00 00 00 00 e9 7c fd    ff ff e8 e9 44 fb ff 48 85 c0 0f 85 25 08 00 00  | .|$@H.D$H.....|.....D..H....%... | 
| 51040 |  4c 89 e7 e8 d8 16 fd ff 48 89 44 24 48 49 89 c7    48 85 c0 0f 85 bc e8 ff ff 48 8b 7c 24 40 31 ed  | L.......H.D$HI..H........H.|$@1. | 
| 51060 |  41 bd 9d 51 00 00 41 be 87 0d 00 00 e9 3d fd ff    ff 0f 85 bd f0 ff ff e8 a4 44 fb ff 48 85 c0 0f  | A..Q..A......=...........D..H... | 
| 51080 |  84 af f0 ff ff 41 bd ce 52 00 00 41 be 9c 0d 00    00 31 ed 45 31 ff e9 45 fe ff ff 0f 1f 44 00 00  | .....A..R..A.....1.E1..E.....D.. | 
| 510a0 |  e8 5b 47 fb ff 49 89 c7 e9 8b e8 ff ff 31 ed 41    bd 9f 51 00 00 41 be 87 0d 00 00 e9 20 fe ff ff  | .[G..I.......1.A..Q..A.......... | 
| 510c0 |  48 8b 7c 24 40 41 bd 20 52 00 00 41 be 8f 0d 00    00 e9 d8 fc ff ff e8 25 47 fb ff 48 89 c7 e9 1a  | H.|$@A..R..A...........%G..H.... | 
| 510e0 |  ea ff ff 48 8b 35 ae ae 05 00 48 89 c7 e8 be 33    fc ff 85 c0 0f 84 8c 07 00 00 48 8b 6c 24 48 e9  | ...H.5....H....3..........H.l$H. | 
| 51100 |  b2 e9 ff ff e8 17 44 fb ff 48 85 c0 0f 84 37 f0    ff ff 41 bd d8 52 00 00 41 be 9d 0d 00 00 31 ed  | ......D..H....7...A..R..A.....1. | 
| 51120 |  45 31 ff e9 b8 fd ff ff 41 bd e2 52 00 00 41 be    9e 0d 00 00 31 ed 45 31 ff e9 a2 fd ff ff 49 8b  | E1......A..R..A.....1.E1......I. | 
| 51140 |  47 18 48 89 44 24 48 48 85 c0 0f 84 45 e8 ff ff    8b 10 4d 8b 7f 10 83 c2 01 74 02 89 10 41 8b 07  | G.H.D$HH....E.....M......t...A.. | 
| 51160 |  83 c0 01 74 03 41 89 07 48 8b 7c 24 50 4c 89 7c    24 50 48 8b 07 85 c0 0f 88 93 04 00 00 48 83 e8  | ...t.A..H.|$PL.|$PH..........H.. | 
| 51180 |  01 48 89 07 0f 84 7c 04 00 00 48 8b 44 24 48 4c    8b 7c 24 50 ba 03 00 00 00 48 8d b4 24 90 00 00  | .H....|...H.D$HL.|$P.....H..$... | 
| 511a0 |  00 e9 ef e7 ff ff 31 ed 41 be 87 0d 00 00 41 bd    b4 51 00 00 e9 ff f3 ff ff 41 bd 22 52 00 00 41  | ......1.A.....A..Q.......A."R..A | 
| 511c0 |  be 8f 0d 00 00 e9 16 fd ff ff 41 bd eb 52 00 00    41 be 9f 0d 00 00 31 ed 45 31 ff e9 00 fd ff ff  | ..........A..R..A.....1.E1...... | 
| 511e0 |  48 8b 05 d9 9d 05 00 41 bd 2f 52 00 00 41 be 90    0d 00 00 48 8b 38 e8 f5 3f fb ff e9 e0 fc ff ff  | H......A./R..A.....H.8..?....... | 
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| 51220 |  00 00 41 be 90 0d 00 00 48 8b 00 85 c0 0f 88 ad    fc ff ff 48 8b 5c 24 18 48 83 e8 01 41 be 90 0d  | ..A.....H..........H.\$.H...A... | 
| 51240 |  00 00 48 89 03 0f 85 95 fc ff ff 48 89 df e8 7d    3f fb ff e9 88 fc ff ff 48 8b 44 24 08 48 8b 00  | ..H........H...}?.......H.D$.H.. | 
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| 51280 |  00 00 41 b8 02 00 00 00 e9 08 ed ff ff 4c 89 d7    e8 3b 3f fb ff e9 ae f1 ff ff e8 31 3f fb ff e9  | ..A..........L...;?........1?... | 
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| 51320 |  31 ed 41 bd aa 53 00 00 41 be a6 0d 00 00 e9 7b    fa ff ff 31 ed 41 bd ac 53 00 00 41 be a6 0d 00  | 1.A..S..A......{...1.A..S..A.... | 
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| 51360 |  ed 45 31 ff 41 bd d0 51 00 00 e8 f1 23 fc ff ba    09 03 00 00 48 8d 0d 9e a4 00 00 be b2 19 00 00  | .E1.A..Q....#.......H........... | 
| 51380 |  48 8d 3d 20 a6 00 00 41 be 89 0d 00 00 e8 1e 47    fc ff 48 c7 44 24 50 00 00 00 00 e9 40 fb ff ff  | H.=....A.......G..H.D$P.....@... | 
| 513a0 |  41 bd a3 52 00 00 41 be 90 0d 00 00 e9 2f fb ff    ff 49 8b 47 18 48 89 44 24 48 48 85 c0 0f 84 78  | A..R..A....../...I.G.H.D$HH....x | 
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| 51440 |  ff 85 c0 0f 84 24 05 00 00 4c 8b 64 24 50 e9 85    f7 ff ff e8 78 3d fb ff e9 af f5 ff ff 48 89 ef  | .....$...L.d$P......x=.......H.. | 
| 51460 |  e8 6b 3d fb ff e9 c6 f5 ff ff e8 61 3d fb ff e9    26 f5 ff ff 48 8b 44 24 40 48 8d b4 24 90 00 00  | .k=........a=...&...H.D$@H..$... | 
| 51480 |  00 ba 01 00 00 00 e9 26 f5 ff ff 4c 89 e5 41 bd    df 51 00 00 41 be 8a 0d 00 00 e9 0f f9 ff ff e8  | .......&...L..A..Q..A........... | 
| 514a0 |  5c 43 fb ff 49 89 c7 e9 72 f7 ff ff 41 bd e5 53    00 00 41 be aa 0d 00 00 e9 23 fa ff ff 48 8b 45  | \C..I...r...A..S..A......#...H.E | 
| 514c0 |  00 41 bd fb 53 00 00 85 c0 0f 88 20 04 00 00 48    83 e8 01 48 89 45 00 0f 84 53 03 00 00 41 be aa  | .A..S..........H...H.E...S...A.. | 
| 514e0 |  0d 00 00 31 ed e9 f6 f9 ff ff 48 8d b4 24 98 00    00 00 31 d2 31 c0 e9 f5 ee ff ff 48 8b 45 00 41  | ...1......H..$....1.1......H.E.A | 
| 51500 |  bd e7 53 00 00 85 c0 79 c6 48 8b 7c 24 48 31 ed    41 be aa 0d 00 00 e9 7d f0 ff ff 4c 89 e5 41 bd  | ..S....y.H.|$H1.A......}...L..A. | 
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| 51580 |  ba 03 00 00 00 48 8d b4 24 90 00 00 00 e9 08 f7    ff ff 4c 89 e5 41 bd f7 51 00 00 41 be 8a 0d 00  | .....H..$.........L..A..Q..A.... | 
| 515a0 |  00 e9 ea ef ff ff 48 8d b4 24 98 00 00 00 31 d2    e9 3b ee ff ff e8 16 3c fb ff e9 0b f5 ff ff 31  | ......H..$....1..;.....<.......1 | 
| 515c0 |  ed 41 bd 3e 54 00 00 41 be aa 0d 00 00 e9 0e f9    ff ff 4c 89 ef e8 f6 3b fb ff e9 06 f5 ff ff 4c  | .A.>T..A..........L....;.......L | 
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| 51600 |  ff e9 50 f5 ff ff e8 c5 3b fb ff e9 7a fb ff ff    48 8b 44 24 48 48 8d b4 24 90 00 00 00 ba 03 00  | ..P.....;...z...H.D$HH..$....... | 
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| 51640 |  84 55 02 00 00 41 be a2 0d 00 00 31 ed 45 31 ff    e9 8b f8 ff ff 31 ed 41 bd ff 52 00 00 41 be a2  | .U...A.....1.E1......1.A..R..A.. | 
| 51660 |  0d 00 00 e9 78 f8 ff ff 48 8b 7c 24 40 e8 ee 20    fc ff 48 8b 7c 24 48 48 c7 44 24 40 00 00 00 00  | ....x...H.|$@.....H.|$HH.D$@.... | 
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| 51700 |  02 00 00 31 d2 48 89 c6 4c 89 ff 48 89 44 24 28    e8 cb 1e fc ff 4c 8b 5c 24 28 49 89 c2 49 8b 07  | ...1.H..L..H.D$(.....L.\$(I..I.. | 
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| 51820 |  24 48 45 31 ff 41 be a2 0d 00 00 e9 68 ed ff ff    48 89 ef 41 be aa 0d 00 00 31 ed e8 90 39 fb ff  | $HE1.A......h...H..A.....1...9.. | 
| 51840 |  e9 9b f6 ff ff 48 8d b4 24 98 00 00 00 31 d2 e9    5d f1 ff ff 48 8d b4 24 98 00 00 00 31 d2 31 c0  | .....H..$....1..]...H..$....1.1. | 
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| 51880 |  00 e9 28 f5 ff ff 4c 89 e5 41 bd 15 52 00 00 41    be 8e 0d 00 00 e9 46 f6 ff ff 4c 89 ff 41 be a2  | ..(...L..A..R..A......F...L..A.. | 
| 518a0 |  0d 00 00 31 ed 45 31 ff e8 23 39 fb ff e9 2e f6    ff ff 44 0f b6 e8 49 8b 02 85 c0 0f 88 e4 fe ff  | ...1.E1..#9.......D...I......... | 
| 518c0 |  ff 48 83 e8 01 49 89 02 0f 85 d7 fe ff ff 4c 89    d7 e8 fa 38 fb ff e9 c1 fe ff ff 45 31 ff 41 bd  | .H...I........L....8.......E1.A. | 
| 518e0 |  89 53 00 00 41 be a2 0d 00 00 e9 f1 f5 ff ff 31    ed 41 bd fb 53 00 00 41 be aa 0d 00 00 e9 de f5  | .S..A..........1.A..S..A........ | 
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| 51940 |  8d b4 24 90 00 00 00 ba 03 00 00 00 e9 ea e8 ff    ff 4c 89 ff 4c 89 54 24 30 e8 72 38 fb ff 4c 8b  | ..$..............L..L.T$0.r8..L. | 
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| 51bc0 |  f2 0f 5c c8 75 ca 48 83 c4 28 66 0f 28 c1 5b 5d    c3 0f 1f 80 00 00 00 00 66 0f ef d2 31 ed e9 af  | ..\.u.H..(f.(.[]........f...1... | 
| 51be0 |  fe ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 66 90    48 89 f8 48 83 ec 08 48 8b 3f ff 50 10 66 0f ef  | ...ff.........f.H..H...H.?.P.f.. | 
| 51c00 |  c0 c1 e8 08 f3 0f 2a c0 f3 0f 59 05 58 2d 05 00    48 83 c4 08 c3 66 66 2e 0f 1f 84 00 00 00 00 00  | ......*...Y.X-..H....ff......... | 
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| 51c60 |  c3 01 49 39 dc 75 e9 48 83 c4 08 5b 5d 41 5c 41    5d c3 66 0f 1f 44 00 00 c3 0f 1f 80 00 00 00 00  | ..I9.u.H...[]A\A].f..D.......... | 
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| 51ca0 |  49 8b 7d 00 41 ff 55 10 66 0f ef c0 c1 e8 08 f3    0f 2a c0 f3 0f 59 05 ad 2c 05 00 f3 41 0f 11 04  | I.}.A.U.f........*...Y..,...A... | 
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| 51d00 |  ec 28 49 8b 7d 00 41 ff 55 08 66 0f ef c9 48 89    c2 48 c1 e8 0b 48 c1 ea 03 f2 48 0f 2a c8 0f b6  | .(I.}.A.U.f...H..H...H....H.*... | 
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| 51f80 |  55 48 8d 2d f8 e3 04 00 53 48 8d 1d f0 e7 04 00    48 83 ec 10 49 8b 7d 00 41 ff 55 10 66 0f ef c9  | UH.-....SH......H...I.}.A.U.f... | 
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| 52040 |  0f 58 c2 0f 2f d8 0f 86 48 ff ff ff 48 83 c4 10    0f 28 c1 5b 5d 41 5c 41 5d 41 5e c3 0f 1f 40 00  | .X../...H...H....(.[]A\A]A^...@. | 
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| 520a0 |  41 57 41 56 41 55 41 54 55 53 48 83 ec 28 48 89    74 24 08 48 85 f6 0f 8e 2c 01 00 00 48 89 fb 48  | AWAVAUATUSH..(H.t$.H....,...H..H | 
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| 52960 |  75 f2 66 0f 28 c1 c3 66 0f 1f 84 00 00 00 00 00    75 d8 e9 69 f3 ff ff 66 0f 1f 84 00 00 00 00 00  | u.f.(..f........u..i...f........ | 
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| 529a0 |  08 66 0f ef ff 0f 2e e7 0f 8b 52 02 00 00 f3 0f    10 3d c2 1f 05 00 0f 2f 7c 24 08 f3 0f 10 25 a5  | .f........R......=...../|$....%. | 
| 529c0 |  1f 05 00 f3 0f 11 64 24 10 0f 86 e9 00 00 00 90    48 8b 7d 00 ff 55 10 66 0f ef d2 48 89 ef c1 e8  | ......d$........H.}..U.f...H.... | 
| 529e0 |  08 f3 0f 2a d0 f3 0f 59 54 24 10 f3 0f 11 54 24    0c e8 7a f5 ff ff f3 0f 10 0d 7a 1f 05 00 f3 0f  | ...*...YT$....T$..z.......z..... | 
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| 52a40 |  f3 0f 11 44 24 14 f3 0f 10 05 2a 1f 05 00 f3 0f    11 4c 24 18 f3 0f 5c c2 f3 0f 5e 44 24 08 e8 cd  | ...D$.....*......L$...\...^D$... | 
| 52a60 |  2b fb ff f3 0f 10 7c 24 08 f3 0f 10 4c 24 18 f3    0f 11 44 24 0c 0f 28 e7 f3 0f 59 e0 f3 0f 5c cc  | +.....|$....L$....D$..(...Y...\. | 
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| 52aa0 |  f3 0f 5c da 0f 2f d8 0f 82 23 ff ff ff 48 83 c4    20 5d c3 0f 1f 44 00 00 f3 0f 10 74 24 08 f3 0f  | ..\../...#...H...]...D.....t$... | 
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| 52b20 |  c1 f3 0f 58 05 4f 1e 05 00 0f 2f e8 73 da 0f 28    d0 f3 0f 11 4c 24 14 48 8b 7d 00 f3 0f 59 d0 f3  | ...X.O..../.s..(....L$.H.}...Y.. | 
| 52b40 |  0f 59 c2 f3 0f 11 44 24 0c ff 55 10 f3 0f 10 4c    24 14 f3 0f 10 15 2a 1e 05 00 66 0f ef c0 c1 e8  | .Y....D$..U....L$.....*...f..... | 
| 52b60 |  08 0f 28 d9 f3 0f 2a c0 f3 0f 59 d9 f3 0f 59 44    24 10 f3 0f 59 d3 f3 0f 59 d3 f3 0f 10 1d f6 1d  | ..(...*...Y...YD$...Y...Y....... | 
| 52b80 |  05 00 f3 0f 5c da 0f 2f d8 77 5f f3 0f 11 4c 24    18 e8 9a 2a fb ff f3 0f 11 44 24 14 f3 0f 10 44  | ....\../.w_...L$...*.....D$....D | 
| 52ba0 |  24 0c e8 89 2a fb ff f3 0f 10 3d c9 1d 05 00 f3    0f 5c 7c 24 0c 0f 28 d0 f3 0f 10 4c 24 18 0f 28  | $...*.....=......\|$..(....L$..( | 
| 52bc0 |  c7 f3 0f 58 c2 f3 0f 10 15 bb 1d 05 00 f3 0f 59    44 24 1c f3 0f 59 d1 f3 0f 59 ca f3 0f 58 c1 0f  | ...X...........YD$...Y...Y...X.. | 
| 52be0 |  2f 44 24 14 0f 86 1e ff ff ff f3 0f 10 44 24 1c    f3 0f 59 44 24 0c 48 83 c4 20 5d c3 0f 1f 40 00  | /D$..........D$...YD$.H...]...@. | 
| 52c00 |  0f 85 a8 fd ff ff 48 83 c4 20 66 0f ef c0 5d c3    0f 85 85 fd ff ff 48 83 c4 20 5d e9 50 f3 ff ff  | ......H...f...].......H...].P... | 
| 52c20 |  e8 2b 29 fb ff f3 0f 10 25 3b 1d 05 00 e9 b7 fe    ff ff 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 00  | .+).....%;........ff............ | 
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| 52c60 |  48 89 f8 48 83 ec 08 48 8b 3f ff 50 10 48 83 c4    08 d1 e8 c3 66 66 2e 0f 1f 84 00 00 00 00 00 90  | H..H...H.?.P.H......ff.......... | 
| 52c80 |  48 89 f8 48 83 ec 08 48 8b 3f ff 50 08 48 83 c4    08 48 d1 e8 c3 66 66 2e 0f 1f 84 00 00 00 00 00  | H..H...H.?.P.H...H...ff......... | 
| 52ca0 |  48 8b 47 08 48 8b 3f ff e0 0f 1f 80 00 00 00 00    66 0f 2e 05 80 d2 04 00 ba 00 00 00 00 0f 9b c0  | H.G.H.?.........f............... | 
| 52cc0 |  0f 45 c2 84 c0 75 19 66 0f 2e 05 59 1b 05 00 0f    9b c2 0f 44 c2 84 c0 75 07 e9 82 ed ff ff 66 90  | .E...u.f...Y.......D...u......f. | 
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| 52d00 |  fc f5 ff ff f2 0f 59 44 24 08 f2 0f 58 04 24 48    83 c4 18 c3 66 66 2e 0f 1f 84 00 00 00 00 00 90  | ......YD$...X.$H....ff.......... | 
| 52d20 |  55 48 89 fd 48 83 ec 30 48 8b 3f f2 0f 11 44 24    08 ff 55 08 48 8d 3d 45 e6 04 00 66 0f ef c9 48  | UH..H..0H.?...D$..U.H.=E...f...H | 
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| 52d60 |  04 cf 73 14 f2 0f 10 44 24 08 48 83 c4 30 5d f2    0f 59 c1 c3 0f 1f 40 00 48 8b 45 18 48 8b 7d 00  | ..s....D$.H..0]..Y....@.H.E.H.}. | 
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| 52de0 |  28 f2 0f 10 4c 24 20 66 0f 28 d8 f2 0f 10 44 24    10 f2 0f 59 44 24 18 f2 0f 58 c2 66 0f 2f d8 0f  | (...L$.f.(....D$...YD$...X.f./.. | 
| 52e00 |  87 5f ff ff ff 48 89 ef e8 d3 ee ff ff 66 0f 28    c8 f2 0f 10 44 24 08 48 83 c4 30 5d f2 0f 59 c1  | ._...H.......f.(....D$.H..0]..Y. | 
| 52e20 |  c3 0f 1f 80 00 00 00 00 ff d0 66 0f 57 05 5e 1b    05 00 e8 29 25 fb ff f2 0f 10 0d b1 19 05 00 f2  | ..........f.W.^....)%........... | 
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| 52ec0 |  c1 c3 66 0f 1f 44 00 00 75 de 66 0f ef c0 48 83    c4 18 f2 0f 59 c1 c3 66 0f 1f 84 00 00 00 00 00  | ..f..D..u.f...H.....Y..f........ | 
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| 52f20 |  55 48 89 fd 48 83 ec 30 f2 0f 10 1d 08 d0 04 00    f2 0f 11 44 24 20 66 0f 2f d8 f2 0f 11 4c 24 28  | UH..H..0...........D$.f./....L$( | 
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| 52fc0 |  fb ff f2 0f 58 44 24 18 f2 0f 10 15 68 cf 04 00    66 0f 2f d0 72 9a f2 0f 10 4c 24 08 f2 0f 58 4c  | ....XD$.....h...f./.r....L$...XL | 
| 52fe0 |  24 10 66 0f ef db 66 0f 2f cb 76 84 66 0f 2f c3    0f 86 4a 01 00 00 f2 0f 10 4c 24 18 48 83 c4 30  | $.f...f./.v.f./...J......L$.H..0 | 
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| 53020 |  7c 00 00 00 f2 0f 10 64 24 20 66 0f ef db 66 0f    2e e3 0f 8b f8 00 00 00 f2 0f 10 44 24 20 48 89  | |......d$.f...f............D$.H. | 
| 53040 |  ef e8 4a f4 ff ff 66 0f 28 c8 f2 0f 10 5c 24 28    66 0f 2e 1d e0 ce 04 00 7b 68 f2 0f 10 74 24 28  | ..J...f.(....\$(f.......{h...t$( | 
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| 530a0 |  0f 85 7e ff ff ff 48 89 ef e8 32 ec ff ff f2 0f    10 5c 24 28 66 0f 2e 1d 7c ce 04 00 66 0f 28 c8  | ..~...H...2......\$(f...|...f.(. | 
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| 53100 |  48 0f 6e c8 66 0f 2f d8 77 86 66 0f ef c9 e9 7d    ff ff ff 0f 1f 44 00 00 0f 85 50 ff ff ff 66 0f  | H.n.f./.w.f....}.....D....P...f. | 
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| 53500 |  0f 82 aa 00 00 00 48 8b 45 18 48 8b 7d 00 84 d2    0f 84 aa 00 00 00 83 ee 01 48 8d 15 60 d6 04 00  | ......H.E.H.}............H..`... | 
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| 55260 |  02 00 00 f2 0f 51 c9 66 0f 28 ee f2 0f 58 4c 24    10 66 0f 28 d1 f2 0f 58 d1 66 0f 2e ea 0f 87 4a  | .....Q.f.(...XL$.f.(...X.f.....J | 
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| 55420 |  14 ab 04 00 f2 0f 5e 44 24 18 66 0f 2e c8 0f 87    89 00 00 00 f2 0f 51 c0 f2 0f 11 44 24 08 48 89  | ......^D$.f...........Q....D$.H. | 
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| 55f40 |  ff 0f 1f 80 00 00 00 00 c1 2b 10 41 83 29 01 eb    c4 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 40 00  | .........+.A.)...ff...........@. | 
| 55f60 |  41 57 89 f0 41 56 41 55 41 54 55 53 48 83 ec 18    89 74 24 0c 48 8b 5c 24 50 84 d2 0f 84 be 00 00  | AW..AVAUATUSH....t$.H.\$P....... | 
| 55f80 |  00 41 89 d6 89 d5 49 89 fd 41 8b 11 4d 89 cc 41    80 fe ff 0f 84 07 01 00 00 41 89 cf 45 84 c0 0f  | .A....I..A..M..A.........A..E... | 
| 55fa0 |  85 c4 00 00 00 45 8d 7e 01 85 d2 0f 85 1f 01 00    00 48 8b 3f 41 ff 55 10 bf 03 00 00 00 89 03 41  | .....E.~.........H.?A.U........A | 
| 55fc0 |  c7 04 24 03 00 00 00 8b 33 44 89 f8 40 f6 e6 89    c1 41 38 c7 76 5e 41 f7 d6 45 0f b6 c7 41 0f b6  | ..$.....3D..@....A8.v^A..E...A.. | 
| 55fe0 |  c6 99 41 f7 f8 41 89 d6 38 d1 72 23 eb 46 66 90    c1 ee 08 89 33 41 8b 04 24 8d 78 ff 44 89 f8 41  | ..A..A..8.r#.Ff.....3A..$.x.D..A | 
| 56000 |  89 3c 24 8b 33 40 f6 e6 89 c1 41 38 c6 76 25 85    ff 75 dd 49 8b 7d 00 41 ff 55 10 89 03 44 89 f8  | .<$.3@....A8.v%..u.I.}.A.U...D.. | 
| 56020 |  41 c7 04 24 03 00 00 00 8b 33 40 f6 e6 89 c1 41    38 c6 77 bc 0f b6 44 24 0c 66 c1 e9 08 01 c8 48  | A..$.....3@....A8.w...D$.f.....H | 
| 56040 |  83 c4 18 5b 5d 41 5c 41 5d 41 5e 41 5f c3 66 90    c1 2b 08 41 8b 04 24 8d 50 ff 41 89 14 24 0f b6  | ...[]A\A]A^A_.f..+.A..$.P.A..$.. | 
| 56060 |  03 44 21 f8 40 38 c5 73 21 85 d2 75 e3 49 8b 7d    00 41 ff 55 10 89 03 41 c7 04 24 03 00 00 00 0f  | .D!.@8.s!..u.I.}.A.U...A..$..... | 
| 56080 |  b6 03 44 21 f8 40 38 c5 72 c6 02 44 24 0c 48 83    c4 18 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 00  | ..D!.@8.r..D$.H...[]A\A]A^A_.... | 
| 560a0 |  85 d2 75 44 48 8b 3f 41 ff 55 10 89 03 41 c7 04    24 03 00 00 00 0f b6 44 24 0c 02 03 48 83 c4 18  | ..uDH.?A.U...A..$......D$...H... | 
| 560c0 |  5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 44 00 00    c1 2b 08 41 8b 01 8d 78 ff 41 89 39 e9 e6 fe ff  | []A\A]A^A_...D...+.A...x.A.9.... | 
| 560e0 |  ff 0f 1f 80 00 00 00 00 c1 2b 08 41 83 29 01 eb    c4 66 66 2e 0f 1f 84 00 00 00 00 00 0f 1f 40 00  | .........+.A.)...ff...........@. | 
| 56100 |  55 89 f0 53 48 83 ec 08 48 8b 6c 24 20 84 d2 74    1a 41 8b 01 48 89 f9 4c 89 cb 85 c0 74 1a d1 6d  | U..SH...H.l$...t.A..H..L....t..m | 
| 56120 |  00 41 83 29 01 8b 45 00 83 e0 01 48 83 c4 08 5b    5d c3 66 0f 1f 44 00 00 48 8b 3f ff 51 10 89 45  | .A.)..E....H...[].f..D..H.?.Q..E | 
| 56140 |  00 c7 03 1f 00 00 00 eb dc 0f 1f 80 00 00 00 00    41 57 41 56 41 55 41 54 49 89 f4 55 4c 89 cd 53  | ................AWAVAUATI..UL..S | 
| 56160 |  48 83 ec 28 48 89 4c 24 08 48 85 d2 75 6a 48 85    c9 7e 4f 48 89 ce 48 83 f9 01 0f 84 e7 02 00 00  | H..(H.L$.H..ujH..~OH..H......... | 
| 56180 |  48 d1 ee 66 49 0f 6e cc 4c 89 c8 48 89 f2 f2 0f    12 c1 48 c1 e2 04 4c 01 ca 0f 1f 80 00 00 00 00  | H..fI.n.L..H......H...L......... | 
| 561a0 |  0f 11 00 48 83 c0 10 48 39 c2 75 f4 48 8b 74 24    08 48 89 f0 48 83 e0 fe 83 e6 01 74 05 4c 89 64  | ...H...H9.u.H.t$.H..H......t.L.d | 
| 561c0 |  c5 00 48 83 c4 28 5b 5d 41 5c 41 5d 41 5e 41 5f    c3 0f 1f 80 00 00 00 00 b8 ff ff ff ff 49 89 fd  | ..H..([]A\A]A^A_.............I.. | 
| 561e0 |  48 89 d3 48 39 c2 0f 87 94 00 00 00 0f 84 1e 01    00 00 45 84 c0 0f 85 05 02 00 00 48 83 7c 24 08  | H..H9.............E........H.|$. | 
| 56200 |  00 7e bf 89 d0 44 8d 72 01 45 31 ff f7 d0 44 89    74 24 10 89 44 24 1c 66 0f 1f 84 00 00 00 00 00  | .~...D.r.E1...D.t$..D$.f........ | 
| 56220 |  49 8b 7d 00 41 ff 55 10 8b 74 24 10 89 c1 49 0f    af ce 39 f1 73 24 8b 44 24 1c 31 d2 f7 f6 89 d3  | I.}.A.U..t$...I...9.s$.D$.1..... | 
| 56240 |  39 d1 73 16 0f 1f 40 00 49 8b 7d 00 41 ff 55 10    89 c1 49 0f af ce 39 cb 77 ee 48 c1 e9 20 4c 01  | 9.s...@.I.}.A.U...I...9.w.H...L. | 
| 56260 |  e1 4a 89 4c fd 00 49 83 c7 01 4c 39 7c 24 08 75    af e9 4c ff ff ff 66 2e 0f 1f 84 00 00 00 00 00  | .J.L..I...L9|$.u..L...f......... | 
| 56280 |  48 83 fa ff 0f 84 be 00 00 00 45 84 c0 0f 85 ed    00 00 00 45 31 ff 48 f7 d3 4c 8d 72 01 48 83 7c  | H.........E........E1.H..L.r.H.| | 
| 562a0 |  24 08 00 48 89 5c 24 10 0f 8e 14 ff ff ff 66 90    49 8b 7d 00 41 ff 55 08 49 f7 e6 48 89 c6 48 89  | $..H.\$.......f.I.}.A.U.I..H..H. | 
| 562c0 |  d7 4c 39 f0 73 2d 48 8b 44 24 10 31 d2 49 f7 f6    48 89 d3 48 39 d6 73 1b 0f 1f 84 00 00 00 00 00  | .L9.s-H.D$.1.I..H..H9.s......... | 
| 562e0 |  49 8b 7d 00 41 ff 55 08 49 f7 e6 48 89 d7 48 39    c3 77 ed 48 89 f8 4c 01 e0 4a 89 44 fd 00 49 83  | I.}.A.U.I..H..H9.w.H..L..J.D..I. | 
| 56300 |  c7 01 4c 39 7c 24 08 75 a7 e9 b4 fe ff ff 66 90    48 83 7c 24 08 00 0f 8e a6 fe ff ff 31 db 66 90  | ..L9|$.u......f.H.|$........1.f. | 
| 56320 |  49 8b 7d 00 41 ff 55 10 89 c0 4c 01 e0 48 89 44    dd 00 48 83 c3 01 48 39 5c 24 08 75 e3 e9 80 fe  | I.}.A.U...L..H.D..H...H9\$.u.... | 
| 56340 |  ff ff 66 0f 1f 44 00 00 48 83 7c 24 08 00 0f 8e    6e fe ff ff 31 db 66 2e 0f 1f 84 00 00 00 00 00  | ..f..D..H.|$....n...1.f......... | 
| 56360 |  49 8b 7d 00 41 ff 55 08 4c 01 e0 48 89 44 dd 00    48 83 c3 01 48 39 5c 24 08 75 e5 e9 42 fe ff ff  | I.}.A.U.L..H.D..H...H9\$.u..B... | 
| 56380 |  49 89 d6 49 d1 ee 49 09 d6 4c 89 f0 48 c1 e8 02    49 09 c6 4c 89 f0 48 c1 e8 04 49 09 c6 4c 89 f0  | I..I..I..L..H...I..L..H...I..L.. | 
| 563a0 |  48 c1 e8 08 49 09 c6 4c 89 f0 48 c1 e8 10 49 09    c6 4c 89 f0 48 c1 e8 20 49 09 c6 48 83 7c 24 08  | H...I..L..H...I..L..H...I..H.|$. | 
| 563c0 |  00 0f 8e fb fd ff ff 45 31 ff 66 0f 1f 44 00 00    49 8b 7d 00 41 ff 55 08 4c 21 f0 48 39 c3 72 f0  | .......E1.f..D..I.}.A.U.L!.H9.r. | 
| 563e0 |  4c 01 e0 4a 89 44 fd 00 49 83 c7 01 4c 39 7c 24    08 75 dd e9 ca fd ff ff 0f 1f 84 00 00 00 00 00  | L..J.D..I...L9|$.u.............. | 
| 56400 |  49 89 d6 49 d1 ee 49 09 d6 4c 89 f0 48 c1 e8 02    49 09 c6 4c 89 f0 48 c1 e8 04 49 09 c6 4c 89 f0  | I..I..I..L..H...I..L..H...I..L.. | 
| 56420 |  48 c1 e8 08 49 09 c6 4c 89 f0 48 c1 e8 10 49 09    c6 48 83 7c 24 08 00 0f 8e 85 fd ff ff 45 31 ff  | H...I..L..H...I..H.|$........E1. | 
| 56440 |  49 8b 7d 00 41 ff 55 10 44 21 f0 39 d8 77 f1 4c    01 e0 4a 89 44 fd 00 49 83 c7 01 4c 39 7c 24 08  | I.}.A.U.D!.9.w.L..J.D..I...L9|$. | 
| 56460 |  75 de e9 5b fd ff ff 31 c0 e9 4f fd ff ff 66 90    41 57 41 56 41 55 41 54 4d 89 cc 55 48 89 cd 53  | u..[...1..O...f.AWAVAUATM..UH..S | 
| 56480 |  48 83 ec 18 89 74 24 04 85 d2 0f 85 88 00 00 00    48 85 c9 7e 70 48 8d 41 ff 48 83 f8 02 0f 86 b5  | H....t$.........H..~pH.A.H...... | 
| 564a0 |  01 00 00 48 89 ca 66 0f 6e ce 4c 89 c8 48 c1 ea    02 66 0f 70 c1 00 48 c1 e2 04 4c 01 ca 0f 1f 00  | ...H..f.n.L..H...f.p..H...L..... | 
| 564c0 |  0f 11 00 48 83 c0 10 48 39 d0 75 f4 48 89 e8 48    83 e0 fc 40 f6 c5 03 74 2c 8b 74 24 04 48 8d 48  | ...H...H9.u.H..H...@...t,.t$.H.H | 
| 564e0 |  01 48 8d 14 85 00 00 00 00 41 89 34 84 48 39 cd    7e 13 48 83 c0 02 41 89 74 14 04 48 39 c5 7e 05  | .H.......A.4.H9.~.H...A.t..H9.~. | 
| 56500 |  41 89 74 14 08 48 83 c4 18 5b 5d 41 5c 41 5d 41    5e 41 5f c3 0f 1f 40 00 49 89 fd 89 d3 83 fa ff  | A.t..H...[]A\A]A^A_...@.I....... | 
| 56520 |  0f 84 fa 00 00 00 45 84 c0 0f 85 81 00 00 00 44    8d 72 01 f7 d3 45 31 ff 44 89 74 24 08 89 5c 24  | ......E........D.r...E1.D.t$..\$ | 
| 56540 |  0c 48 85 c9 7e bf 66 2e 0f 1f 84 00 00 00 00 00    49 8b 7d 00 41 ff 55 10 8b 74 24 08 89 c1 49 0f  | .H..~.f.........I.}.A.U..t$...I. | 
| 56560 |  af ce 39 ce 76 24 8b 44 24 0c 31 d2 f7 f6 89 d3    39 d1 73 16 0f 1f 40 00 49 8b 7d 00 41 ff 55 10  | ..9.v$.D$.1.....9.s...@.I.}.A.U. | 
| 56580 |  89 c1 49 0f af ce 39 cb 77 ee 48 c1 e9 20 03 4c    24 04 43 89 0c bc 49 83 c7 01 4c 39 fd 75 b1 48  | ..I...9.w.H....L$.C...I...L9.u.H | 
| 565a0 |  83 c4 18 5b 5d 41 5c 41 5d 41 5e 41 5f c3 66 90    89 d0 49 89 c6 49 d1 ee 49 09 c6 4c 89 f0 48 c1  | ...[]A\A]A^A_.f...I..I..I..L..H. | 
| 565c0 |  e8 02 49 09 c6 4c 89 f0 48 c1 e8 04 49 09 c6 4c    89 f0 48 c1 e8 08 49 09 c6 4c 89 f0 48 c1 e8 10  | ..I..L..H...I..L..H...I..L..H... | 
| 565e0 |  41 09 c6 48 85 c9 0f 8e 19 ff ff ff 45 31 ff 90    49 8b 7d 00 41 ff 55 10 44 21 f0 39 c3 72 f1 03  | A..H........E1..I.}.A.U.D!.9.r.. | 
| 56600 |  44 24 04 43 89 04 bc 49 83 c7 01 4c 39 fd 75 e0    48 83 c4 18 5b 5d 41 5c 41 5d 41 5e 41 5f c3 90  | D$.C...I...L9.u.H...[]A\A]A^A_.. | 
| 56620 |  48 85 c9 0f 8e dc fe ff ff 31 db 0f 1f 44 00 00    49 8b 7d 00 41 ff 55 10 03 44 24 04 41 89 04 9c  | H........1...D..I.}.A.U..D$.A... | 
| 56640 |  48 83 c3 01 48 39 dd 75 e7 48 83 c4 18 5b 5d 41    5c 41 5d 41 5e 41 5f c3 31 c0 e9 7a fe ff ff 90  | H...H9.u.H...[]A\A]A^A_.1..z.... | 
| 56660 |  41 57 41 56 41 55 41 54 55 53 4c 89 cb 48 83 ec    18 66 85 d2 0f 85 be 00 00 00 48 85 c9 0f 8e a1  | AWAVAUATUSL..H...f........H..... | 
| 56680 |  00 00 00 48 8d 41 ff 48 83 f8 06 0f 86 43 02 00    00 48 89 ca 66 0f 6e c6 4c 89 c8 48 c1 ea 03 66  | ...H.A.H.....C...H..f.n.L..H...f | 
| 566a0 |  0f 61 c0 48 c1 e2 04 66 0f 70 c0 00 4c 01 ca 90    0f 11 00 48 83 c0 10 48 39 d0 75 f4 48 89 c8 48  | .a.H...f.p..L......H...H9.u.H..H | 
| 566c0 |  83 e0 f8 f6 c1 07 74 5c 48 8d 78 01 66 89 34 43    48 8d 14 00 48 39 f9 7e 4b 48 8d 78 02 66 89 74  | ......t\H.x.f.4CH...H9.~KH.x.f.t | 
| 566e0 |  13 02 48 39 f9 7e 3d 48 8d 78 03 66 89 74 13 04    48 39 f9 7e 2f 48 8d 78 04 66 89 74 13 06 48 39  | ..H9.~=H.x.f.t..H9.~/H.x.f.t..H9 | 
| 56700 |  f9 7e 21 48 8d 78 05 66 89 74 13 08 48 39 f9 7e    13 48 83 c0 06 66 89 74 13 0a 48 39 c8 7d 05 66  | .~!H.x.f.t..H9.~.H...f.t..H9.}.f | 
| 56720 |  89 74 13 0c 48 83 c4 18 5b 5d 41 5c 41 5d 41 5e    41 5f c3 0f 1f 44 00 00 49 89 ff 41 89 f5 66 83  | .t..H...[]A\A]A^A_...D..I..A..f. | 
| 56740 |  fa ff 0f 84 48 01 00 00 45 84 c0 0f 85 af 00 00    00 48 85 c9 7e ce 44 8d 72 01 49 8d 04 49 f7 d2  | ....H...E........H..~.D.r.I..I.. | 
| 56760 |  31 ff 48 89 04 24 0f b7 c2 41 0f b7 ee 31 f6 89    44 24 0c 85 ff 75 7f 66 0f 1f 84 00 00 00 00 00  | 1.H..$...A...1..D$...u.f........ | 
| 56780 |  49 8b 3f 41 ff 57 10 bf 01 00 00 00 89 c6 0f b7    c8 0f af cd 66 44 39 f1 73 40 8b 44 24 0c 99 f7  | I.?A.W..............fD9.s@.D$... | 
| 567a0 |  fd 41 89 d4 66 39 d1 73 31 85 ff 74 13 0f 1f 00    c1 ee 10 89 e9 31 ff 0f af ce 66 41 39 cc 76 1a  | .A..f9.s1..t.........1....fA9.v. | 
| 567c0 |  49 8b 3f 41 ff 57 10 0f b7 c8 89 c6 0f af cd 66    41 39 cc 77 db bf 01 00 00 00 c1 e9 10 48 83 c3  | I.?A.W.........fA9.w.........H.. | 
| 567e0 |  02 44 01 e9 66 89 4b fe 48 3b 1c 24 0f 84 32 ff    ff ff 85 ff 74 8a c1 ee 10 31 ff 89 f1 eb 92 90  | .D..f.K.H;.$..2.....t....1...... | 
| 56800 |  41 89 d4 0f b7 d2 48 89 d5 48 d1 ed 48 09 d5 48    89 ea 48 c1 ea 02 48 09 d5 48 89 e8 48 c1 e8 04  | A.....H..H..H..H..H...H..H..H... | 
| 56820 |  48 09 c5 48 89 e8 48 c1 e8 08 09 c5 48 85 c9 0f    8e ef fe ff ff 4d 8d 34 49 31 c0 31 c9 0f 1f 00  | H..H..H.....H........M.4I1.1.... | 
| 56840 |  85 c9 74 13 0f 1f 40 00 c1 e8 10 89 ea 31 c9 21    c2 66 41 39 d4 73 16 49 8b 3f 41 ff 57 10 89 ea  | ..t...@......1.!.fA9.s.I.?A.W... | 
| 56860 |  21 c2 66 41 39 d4 72 e0 b9 01 00 00 00 44 01 ea    48 83 c3 02 66 89 53 fe 4c 39 f3 75 c3 48 83 c4  | !.fA9.r......D..H...f.S.L9.u.H.. | 
| 56880 |  18 5b 5d 41 5c 41 5d 41 5e 41 5f c3 0f 1f 40 00    48 85 c9 0f 8e 8b fe ff ff 49 8d 2c 49 eb 18 90  | .[]A\A]A^A_...@.H........I.,I... | 
| 568a0 |  c1 e8 10 48 83 c3 04 44 01 e8 66 89 43 fe 48 39    eb 0f 84 6d fe ff ff 49 8b 3f 41 ff 57 10 41 8d  | ...H...D..f.C.H9...m...I.?A.W.A. | 
| 568c0 |  54 05 00 66 89 13 48 8d 53 02 48 39 d5 75 d1 e9    50 fe ff ff 31 c0 e9 ed fd ff ff 0f 1f 44 00 00  | T..f..H.S.H9.u..P...1........D.. | 
| 568e0 |  41 57 41 56 49 89 ce 41 55 41 54 55 53 48 83 ec    18 40 88 74 24 0b 84 d2 75 56 48 85 c9 7e 3c 48  | AWAVI..AUATUSH...@.t$...uVH..~<H | 
| 56900 |  83 c4 18 40 0f b6 f6 48 89 ca 4c 89 cf 5b 5d 41    5c 41 5d 41 5e 41 5f e9 c4 e9 fa ff 0f 1f 40 00  | ...@...H..L..[]A\A]A^A_.......@. | 
| 56920 |  bf 03 00 00 00 66 c1 ee 08 40 02 74 24 0b 48 83    c3 01 40 88 73 ff 48 39 dd 75 55 48 83 c4 18 5b  | .....f...@.t$.H...@.s.H9.uUH...[ | 
| 56940 |  5d 41 5c 41 5d 41 5e 41 5f c3 66 0f 1f 44 00 00    49 89 fd 80 fa ff 0f 84 84 01 00 00 45 84 c0 0f  | ]A\A]A^A_.f..D..I...........E... | 
| 56960 |  85 b3 00 00 00 48 85 c9 7e d1 0f b6 c2 49 8d 2c    09 44 8d 7a 01 4c 89 cb 89 44 24 0c 31 ff 31 c9  | .....H..~....I.,.D.z.L...D$.1.1. | 
| 56980 |  41 be ff 00 00 00 66 2e 0f 1f 84 00 00 00 00 00    85 ff 0f 85 38 01 00 00 49 8b 7d 00 41 ff 55 10  | A.....f.............8...I.}.A.U. | 
| 569a0 |  bf 03 00 00 00 89 c1 44 89 f8 f6 e1 89 c6 44 38    f8 0f 83 6e ff ff ff 44 89 f0 2b 44 24 0c 45 0f  | .......D......D8...n...D..+D$.E. | 
| 569c0 |  b6 cf 99 41 f7 f9 41 89 d4 40 38 d6 72 3c e9 52    ff ff ff 0f 1f 44 00 00 49 8b 7d 00 41 ff 55 10  | ...A..A..@8.r<.R.....D..I.}.A.U. | 
| 569e0 |  89 c1 44 89 f8 f6 e1 89 c6 41 38 c4 0f 86 2e ff    ff ff bf 02 00 00 00 c1 e9 08 44 89 f8 f6 e1 89  | ..D......A8...............D..... | 
| 56a00 |  c6 41 38 c4 0f 86 1b ff ff ff 85 ff 74 ca 83 ef    01 eb e4 0f 1f 44 00 00 41 89 d4 0f b6 d2 48 89  | .A8.........t........D..A.....H. | 
| 56a20 |  d5 48 d1 ed 48 09 ea 48 89 d5 48 c1 ed 02 48 09    d5 48 89 e8 48 c1 e8 04 09 c5 48 85 c9 0f 8e f8  | .H..H..H..H...H..H..H.....H..... | 
| 56a40 |  fe ff ff 4c 89 cb 4d 01 ce 31 c9 31 c0 eb 23 90    49 8b 7d 00 41 ff 55 10 89 ea 21 c2 41 38 d4 73  | ...L..M..1.1..#.I.}.A.U...!.A8.s | 
| 56a60 |  4f c1 e8 08 89 ea b9 02 00 00 00 21 c2 41 38 d4    73 16 85 c9 74 da c1 e8 08 89 ea 83 e9 01 21 c2  | O..........!.A8.s...t.........!. | 
| 56a80 |  41 38 d4 72 ed 0f 1f 00 02 54 24 0b 48 83 c3 01    88 53 ff 49 39 de 75 da 48 83 c4 18 5b 5d 41 5c  | A8.r.....T$.H....S.I9.u.H...[]A\ | 
| 56aa0 |  41 5d 41 5e 41 5f c3 66 0f 1f 84 00 00 00 00 00    02 54 24 0b 48 83 c3 01 b9 03 00 00 00 88 53 ff  | A]A^A_.f.........T$.H.........S. | 
| 56ac0 |  49 39 de 75 ad eb d1 66 0f 1f 84 00 00 00 00 00    c1 e9 08 83 ef 01 e9 cc fe ff ff 0f 1f 44 00 00  | I9.u...f.....................D.. | 
| 56ae0 |  48 85 c9 0f 8e 52 fe ff ff 4c 89 cb 4d 01 ce 31    d2 31 c0 eb 26 0f 1f 00 ba 03 00 00 00 0f b6 7c  | H....R...L..M..1.1..&..........| | 
| 56b00 |  24 0b c1 e8 08 48 83 c3 01 83 ea 01 8d 0c 07 88    4b ff 4c 39 f3 0f 84 20 fe ff ff 85 d2 75 de 49  | $....H..........K.L9.........u.I | 
| 56b20 |  8b 7d 00 48 83 c3 01 41 ff 55 10 0f b6 7c 24 0b    8d 14 07 88 53 ff 4c 39 f3 75 bd e9 fb fd ff ff  | .}.H...A.U...|$.....S.L9.u...... | 
| 56b40 |  48 85 c9 7e 5b 84 d2 74 5f 41 54 31 d2 49 89 fc    31 c0 55 49 8d 2c 09 53 4c 89 cb 85 d2 75 1f 49  | H..~[..t_AT1.I..1.UI.,.SL....u.I | 
| 56b60 |  8b 3c 24 48 83 c3 01 41 ff 54 24 10 89 c2 83 e2    01 88 53 ff 48 39 eb 74 1b ba 1f 00 00 00 d1 e8  | .<$H...A.T$.......S.H9.t........ | 
| 56b80 |  48 83 c3 01 83 ea 01 89 c1 83 e1 01 88 4b ff 48    39 dd 75 c7 5b 5d 41 5c c3 0f 1f 80 00 00 00 00  | H............K.H9.u.[]A\........ | 
| 56ba0 |  c3 0f 1f 80 00 00 00 00 40 0f b6 f6 48 89 ca 4c    89 cf e9 29 e7 fa ff 66 0f 1f 84 00 00 00 00 00  | ........@...H..L...)...f........ | 
| 56bc0 |  41 57 49 8d 40 ff 49 89 f7 41 56 41 55 41 54 55    48 89 d5 53 48 83 ec 28 4c 89 44 24 18 48 89 44  | AWI.@.I..AVAUATUH..SH..(L.D$.H.D | 
| 56be0 |  24 08 48 85 c0 0f 8e 54 01 00 00 48 8b 05 46 93    04 00 49 89 fd 49 89 cc 4d 89 ce 31 db 66 48 0f  | $.H....T...H..F...I..I..M..1.fH. | 
| 56c00 |  6e c8 eb 5a 0f 1f 40 00 f2 0f 59 d0 f2 0f 11 4c    24 10 4c 89 f2 4c 89 fe f2 0f 10 35 f8 dc 04 00  | n..Z..@...Y....L$.L..L.....5.... | 
| 56c20 |  4c 89 ef 66 0f 2f f2 0f 82 f3 00 00 00 e8 5e dc    ff ff f2 0f 10 4c 24 10 49 29 c7 48 89 44 dd 00  | L..f./........^......L$.I).H.D.. | 
| 56c40 |  4d 85 ff 0f 8e b2 00 00 00 f2 41 0f 5c 0c dc 48    83 c3 01 48 3b 5c 24 08 0f 84 e6 00 00 00 f2 41  | M.........A.\..H...H;\$........A | 
| 56c60 |  0f 10 04 dc 4d 85 ff 0f 94 c2 f2 0f 5e c1 0f 84    9c 00 00 00 66 0f ef e4 66 0f 2e c4 0f 9b c0 0f  | ....M.......^.......f...f....... | 
| 56c80 |  45 c2 84 c0 0f 85 86 00 00 00 f2 0f 10 2d 56 db    04 00 66 0f ef d2 f2 49 0f 2a d7 66 0f 2f e8 0f  | E............-V...f....I.*.f./.. | 
| 56ca0 |  83 63 ff ff ff f2 0f 11 4c 24 10 4c 89 f2 4c 89    fe 4c 89 ef f2 0f 10 1d 7c 92 04 00 f2 0f 10 3d  | .c......L$.L..L..L......|......= | 
| 56cc0 |  54 dc 04 00 f2 0f 5c d8 f2 0f 59 d3 66 0f 28 c3    66 0f 2f fa 72 62 e8 b5 db ff ff 48 89 c2 4c 89  | T.....\...Y.f.(.f./.rb.....H..L. | 
| 56ce0 |  f8 f2 0f 10 4c 24 10 48 29 d0 49 89 d7 48 89 44    dd 00 4d 85 ff 0f 8f 4e ff ff ff 48 83 c4 28 5b  | ....L$.H).I..H.D..M....N...H..([ | 
| 56d00 |  5d 41 5c 41 5d 41 5e 41 5f c3 66 0f 1f 44 00 00    31 c0 e9 24 ff ff ff 66 0f 1f 84 00 00 00 00 00  | ]A\A]A^A_.f..D..1..$...f........ | 
| 56d20 |  e8 ab d0 ff ff f2 0f 10 4c 24 10 49 29 c7 e9 08    ff ff ff 0f 1f 44 00 00 e8 93 d0 ff ff eb 9c 48  | ........L$.I)........D.........H | 
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| 59000 |  25 2e 32 30 30 73 28 29 20 6b 65 79 77 6f 72 64    73 20 6d 75 73 74 20 62 65 20 73 74 72 69 6e 67  | %.200s().keywords.must.be.string | 
| 59020 |  73 00 00 00 00 00 00 00 25 73 28 29 20 67 6f 74    20 61 6e 20 75 6e 65 78 70 65 63 74 65 64 20 6b  | s.......%s().got.an.unexpected.k | 
| 59040 |  65 79 77 6f 72 64 20 61 72 67 75 6d 65 6e 74 20    27 25 55 27 00 00 00 00 20 77 68 69 6c 65 20 63  | eyword.argument.'%U'.....while.c | 
| 59060 |  61 6c 6c 69 6e 67 20 61 20 50 79 74 68 6f 6e 20    6f 62 6a 65 63 74 00 00 4e 55 4c 4c 20 72 65 73  | alling.a.Python.object..NULL.res | 
| 59080 |  75 6c 74 20 77 69 74 68 6f 75 74 20 65 72 72 6f    72 20 69 6e 20 50 79 4f 62 6a 65 63 74 5f 43 61  | ult.without.error.in.PyObject_Ca | 
| 590a0 |  6c 6c 00 00 00 00 00 00 5f 5f 69 6e 74 5f 5f 20    72 65 74 75 72 6e 65 64 20 6e 6f 6e 2d 69 6e 74  | ll......__int__.returned.non-int | 
| 590c0 |  20 28 74 79 70 65 20 25 2e 32 30 30 73 29 2e 20    20 54 68 65 20 61 62 69 6c 69 74 79 20 74 6f 20  | .(type.%.200s)...The.ability.to. | 
| 590e0 |  72 65 74 75 72 6e 20 61 6e 20 69 6e 73 74 61 6e    63 65 20 6f 66 20 61 20 73 74 72 69 63 74 20 73  | return.an.instance.of.a.strict.s | 
| 59100 |  75 62 63 6c 61 73 73 20 6f 66 20 69 6e 74 20 69    73 20 64 65 70 72 65 63 61 74 65 64 2c 20 61 6e  | ubclass.of.int.is.deprecated,.an | 
| 59120 |  64 20 6d 61 79 20 62 65 20 72 65 6d 6f 76 65 64    20 69 6e 20 61 20 66 75 74 75 72 65 20 76 65 72  | d.may.be.removed.in.a.future.ver | 
| 59140 |  73 69 6f 6e 20 6f 66 20 50 79 74 68 6f 6e 2e 00    5f 5f 25 2e 34 73 5f 5f 20 72 65 74 75 72 6e 65  | sion.of.Python..__%.4s__.returne | 
| 59160 |  64 20 6e 6f 6e 2d 25 2e 34 73 20 28 74 79 70 65    20 25 2e 32 30 30 73 29 00 00 00 00 00 00 00 00  | d.non-%.4s.(type.%.200s)........ | 
| 59180 |  76 61 6c 75 65 20 74 6f 6f 20 6c 61 72 67 65 20    74 6f 20 63 6f 6e 76 65 72 74 20 74 6f 20 69 6e  | value.too.large.to.convert.to.in | 
| 591a0 |  74 00 00 00 00 00 00 00 25 2e 32 30 30 73 20 64    6f 65 73 20 6e 6f 74 20 65 78 70 6f 72 74 20 65  | t.......%.200s.does.not.export.e | 
| 591c0 |  78 70 65 63 74 65 64 20 43 20 76 61 72 69 61 62    6c 65 20 25 2e 32 30 30 73 00 00 00 00 00 00 00  | xpected.C.variable.%.200s....... | 
| 591e0 |  43 20 76 61 72 69 61 62 6c 65 20 25 2e 32 30 30    73 2e 25 2e 32 30 30 73 20 68 61 73 20 77 72 6f  | C.variable.%.200s.%.200s.has.wro | 
| 59200 |  6e 67 20 73 69 67 6e 61 74 75 72 65 20 28 65 78    70 65 63 74 65 64 20 25 2e 35 30 30 73 2c 20 67  | ng.signature.(expected.%.500s,.g | 
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| 59240 |  65 78 70 6f 72 74 20 65 78 70 65 63 74 65 64 20    43 20 66 75 6e 63 74 69 6f 6e 20 25 2e 32 30 30  | export.expected.C.function.%.200 | 
| 59260 |  73 00 00 00 00 00 00 00 43 20 66 75 6e 63 74 69    6f 6e 20 25 2e 32 30 30 73 2e 25 2e 32 30 30 73  | s.......C.function.%.200s.%.200s | 
| 59280 |  20 68 61 73 20 77 72 6f 6e 67 20 73 69 67 6e 61    74 75 72 65 20 28 65 78 70 65 63 74 65 64 20 25  | .has.wrong.signature.(expected.% | 
| 592a0 |  2e 35 30 30 73 2c 20 67 6f 74 20 25 2e 35 30 30    73 29 00 00 00 00 00 00 49 6e 74 65 72 70 72 65  | .500s,.got.%.500s)......Interpre | 
| 592c0 |  74 65 72 20 63 68 61 6e 67 65 20 64 65 74 65 63    74 65 64 20 2d 20 74 68 69 73 20 6d 6f 64 75 6c  | ter.change.detected.-.this.modul | 
| 592e0 |  65 20 63 61 6e 20 6f 6e 6c 79 20 62 65 20 6c 6f    61 64 65 64 20 69 6e 74 6f 20 6f 6e 65 20 69 6e  | e.can.only.be.loaded.into.one.in | 
| 59300 |  74 65 72 70 72 65 74 65 72 20 70 65 72 20 70 72    6f 63 65 73 73 2e 00 00 74 6f 6f 20 6d 61 6e 79  | terpreter.per.process...too.many | 
| 59320 |  20 76 61 6c 75 65 73 20 74 6f 20 75 6e 70 61 63    6b 20 28 65 78 70 65 63 74 65 64 20 25 7a 64 29  | .values.to.unpack.(expected.%zd) | 
| 59340 |  00 00 00 00 00 00 00 00 25 2e 32 30 30 73 2e 25    2e 32 30 30 73 20 69 73 20 6e 6f 74 20 61 20 74  | ........%.200s.%.200s.is.not.a.t | 
| 59360 |  79 70 65 20 6f 62 6a 65 63 74 00 00 00 00 00 00    25 2e 32 30 30 73 2e 25 2e 32 30 30 73 20 73 69  | ype.object......%.200s.%.200s.si | 
| 59380 |  7a 65 20 63 68 61 6e 67 65 64 2c 20 6d 61 79 20    69 6e 64 69 63 61 74 65 20 62 69 6e 61 72 79 20  | ze.changed,.may.indicate.binary. | 
| 593a0 |  69 6e 63 6f 6d 70 61 74 69 62 69 6c 69 74 79 2e    20 45 78 70 65 63 74 65 64 20 25 7a 64 20 66 72  | incompatibility..Expected.%zd.fr | 
| 593c0 |  6f 6d 20 43 20 68 65 61 64 65 72 2c 20 67 6f 74    20 25 7a 64 20 66 72 6f 6d 20 50 79 4f 62 6a 65  | om.C.header,.got.%zd.from.PyObje | 
| 593e0 |  63 74 00 00 00 00 00 00 25 73 2e 25 73 20 73 69    7a 65 20 63 68 61 6e 67 65 64 2c 20 6d 61 79 20  | ct......%s.%s.size.changed,.may. | 
| 59400 |  69 6e 64 69 63 61 74 65 20 62 69 6e 61 72 79 20    69 6e 63 6f 6d 70 61 74 69 62 69 6c 69 74 79 2e  | indicate.binary.incompatibility. | 
| 59420 |  20 45 78 70 65 63 74 65 64 20 25 7a 64 20 66 72    6f 6d 20 43 20 68 65 61 64 65 72 2c 20 67 6f 74  | .Expected.%zd.from.C.header,.got | 
| 59440 |  20 25 7a 64 20 66 72 6f 6d 20 50 79 4f 62 6a 65    63 74 00 00 00 00 00 00 69 6e 76 61 6c 69 64 20  | .%zd.from.PyObject......invalid. | 
| 59460 |  76 74 61 62 6c 65 20 66 6f 75 6e 64 20 66 6f 72    20 69 6d 70 6f 72 74 65 64 20 74 79 70 65 00 00  | vtable.found.for.imported.type.. | 
| 59480 |  43 61 6e 6e 6f 74 20 63 6f 6e 76 65 72 74 20 25    2e 32 30 30 73 20 74 6f 20 25 2e 32 30 30 73 00  | Cannot.convert.%.200s.to.%.200s. | 
| 594a0 |  63 61 6c 6c 69 6e 67 20 25 52 20 73 68 6f 75 6c    64 20 68 61 76 65 20 72 65 74 75 72 6e 65 64 20  | calling.%R.should.have.returned. | 
| 594c0 |  61 6e 20 69 6e 73 74 61 6e 63 65 20 6f 66 20 42    61 73 65 45 78 63 65 70 74 69 6f 6e 2c 20 6e 6f  | an.instance.of.BaseException,.no | 
| 594e0 |  74 20 25 52 00 00 00 00 72 61 69 73 65 3a 20 65    78 63 65 70 74 69 6f 6e 20 63 6c 61 73 73 20 6d  | t.%R....raise:.exception.class.m | 
| 59500 |  75 73 74 20 62 65 20 61 20 73 75 62 63 6c 61 73    73 20 6f 66 20 42 61 73 65 45 78 63 65 70 74 69  | ust.be.a.subclass.of.BaseExcepti | 
| 59520 |  6f 6e 00 00 00 00 00 00 27 25 2e 32 30 30 73 27    20 6f 62 6a 65 63 74 20 69 73 20 75 6e 73 6c 69  | on......'%.200s'.object.is.unsli | 
| 59540 |  63 65 61 62 6c 65 00 00 25 73 28 29 20 67 6f 74    20 6d 75 6c 74 69 70 6c 65 20 76 61 6c 75 65 73  | ceable..%s().got.multiple.values | 
| 59560 |  20 66 6f 72 20 6b 65 79 77 6f 72 64 20 61 72 67    75 6d 65 6e 74 20 27 25 55 27 00 00 00 00 00 00  | .for.keyword.argument.'%U'...... | 
| 59580 |  6e 75 6d 70 79 2f 72 61 6e 64 6f 6d 2f 6d 74 72    61 6e 64 2e 63 70 79 74 68 6f 6e 2d 33 31 32 2d  | numpy/random/mtrand.cpython-312- | 
| 595a0 |  78 38 36 5f 36 34 2d 6c 69 6e 75 78 2d 67 6e 75    2e 73 6f 2e 70 2f 6e 75 6d 70 79 2f 72 61 6e 64  | x86_64-linux-gnu.so.p/numpy/rand | 
| 595c0 |  6f 6d 2f 6d 74 72 61 6e 64 2e 70 79 78 2e 63 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | om/mtrand.pyx.c.numpy.random.mtr | 
| 595e0 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    72 61 79 6c 65 69 67 68 00 00 00 00 00 00 00 00  | and.RandomState.rayleigh........ | 
| 59600 |  25 2e 32 30 30 73 28 29 20 74 61 6b 65 73 20 25    2e 38 73 20 25 7a 64 20 70 6f 73 69 74 69 6f 6e  | %.200s().takes.%.8s.%zd.position | 
| 59620 |  61 6c 20 61 72 67 75 6d 65 6e 74 25 2e 31 73 20    28 25 7a 64 20 67 69 76 65 6e 29 00 00 00 00 00  | al.argument%.1s.(%zd.given)..... | 
| 59640 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 59660 |  6c 6f 67 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | lognormal.......numpy.random.mtr | 
| 59680 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    6c 61 70 6c 61 63 65 00 6e 75 6d 70 79 2e 72 61  | and.RandomState.laplace.numpy.ra | 
| 596a0 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64  | ndom.mtrand.RandomState.standard | 
| 596c0 |  5f 63 61 75 63 68 79 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | _cauchy.numpy.random.mtrand.Rand | 
| 596e0 |  6f 6d 53 74 61 74 65 2e 6e 6f 6e 63 65 6e 74 72    61 6c 5f 66 00 00 00 00 6e 75 6d 70 79 2e 72 61  | omState.noncentral_f....numpy.ra | 
| 59700 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 67 61 6d 6d 61 00 00 00  | ndom.mtrand.RandomState.gamma... | 
| 59720 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 59740 |  73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | standard_normal.numpy.random.mtr | 
| 59760 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e  | and.RandomState.standard_exponen | 
| 59780 |  74 69 61 6c 00 00 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | tial....numpy.random.mtrand.Rand | 
| 597a0 |  6f 6d 53 74 61 74 65 2e 65 78 70 6f 6e 65 6e 74    69 61 6c 00 00 00 00 00 6e 75 6d 70 79 2e 72 61  | omState.exponential.....numpy.ra | 
| 597c0 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 72 61 6e 64 6f 6d 00 00  | ndom.mtrand.RandomState.random.. | 
| 597e0 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 59800 |  72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | random_sample...numpy.random.mtr | 
| 59820 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    5f 5f 73 65 74 73 74 61 74 65 5f 5f 00 00 00 00  | and.RandomState.__setstate__.... | 
| 59840 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 59860 |  5f 5f 67 65 74 73 74 61 74 65 5f 5f 00 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | __getstate__....numpy.random.mtr | 
| 59880 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    5f 5f 73 74 72 5f 5f 00 6e 75 6d 70 79 2e 72 61  | and.RandomState.__str__.numpy.ra | 
| 598a0 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 5f 69 6e 69 74 69 61 6c  | ndom.mtrand.RandomState._initial | 
| 598c0 |  69 7a 65 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f    72 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61  | ize_bit_generator.......numpy.ra | 
| 598e0 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 6e 6f 6e 63 65 6e 74 72  | ndom.mtrand.RandomState.noncentr | 
| 59900 |  61 6c 5f 63 68 69 73 71 75 61 72 65 00 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | al_chisquare....numpy.random.mtr | 
| 59920 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    66 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61  | and.RandomState.f.......numpy.ra | 
| 59940 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 77 61 6c 64 00 00 00 00  | ndom.mtrand.RandomState.wald.... | 
| 59960 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 59980 |  76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | vonmises........numpy.random.mtr | 
| 599a0 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    62 65 74 61 00 00 00 00 63 61 6e 6e 6f 74 20 66  | and.RandomState.beta....cannot.f | 
| 599c0 |  69 74 20 27 25 2e 32 30 30 73 27 20 69 6e 74 6f    20 61 6e 20 69 6e 64 65 78 2d 73 69 7a 65 64 20  | it.'%.200s'.into.an.index-sized. | 
| 599e0 |  69 6e 74 65 67 65 72 00 27 25 2e 32 30 30 73 27    20 6f 62 6a 65 63 74 20 69 73 20 6e 6f 74 20 73  | integer.'%.200s'.object.is.not.s | 
| 59a00 |  75 62 73 63 72 69 70 74 61 62 6c 65 00 00 00 00    6e 65 65 64 20 6d 6f 72 65 20 74 68 61 6e 20 25  | ubscriptable....need.more.than.% | 
| 59a20 |  7a 64 20 76 61 6c 75 65 25 2e 31 73 20 74 6f 20    75 6e 70 61 63 6b 00 00 6e 75 6d 70 79 2e 72 61  | zd.value%.1s.to.unpack..numpy.ra | 
| 59a40 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 5f 5f 72 65 64 75 63 65  | ndom.mtrand.RandomState.__reduce | 
| 59a60 |  5f 5f 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | __......numpy.random.mtrand.Rand | 
| 59a80 |  6f 6d 53 74 61 74 65 2e 72 61 6e 64 6e 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | omState.randn...numpy.random.mtr | 
| 59aa0 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    72 61 6e 64 00 00 00 00 6e 75 6d 70 79 2e 72 61  | and.RandomState.rand....numpy.ra | 
| 59ac0 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 5f 5f 72 65 70 72 5f 5f  | ndom.mtrand.RandomState.__repr__ | 
| 59ae0 |  00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | ........numpy.random.mtrand.Rand | 
| 59b00 |  6f 6d 53 74 61 74 65 2e 73 65 74 5f 73 74 61 74    65 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61  | omState.set_state.......numpy.ra | 
| 59b20 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 70 61 72 65 74 6f 00 00  | ndom.mtrand.RandomState.pareto.. | 
| 59b40 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 59b60 |  73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | standard_gamma..numpy.random.mtr | 
| 59b80 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    73 74 61 6e 64 61 72 64 5f 74 00 00 00 00 00 00  | and.RandomState.standard_t...... | 
| 59ba0 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 59bc0 |  70 6f 77 65 72 00 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | power...numpy.random.mtrand.Rand | 
| 59be0 |  6f 6d 53 74 61 74 65 2e 77 65 69 62 75 6c 6c 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | omState.weibull.numpy.random.mtr | 
| 59c00 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    63 68 69 73 71 75 61 72 65 00 00 00 00 00 00 00  | and.RandomState.chisquare....... | 
| 59c20 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 59c40 |  73 68 75 66 66 6c 65 00 6a 6f 69 6e 28 29 20 72    65 73 75 6c 74 20 69 73 20 74 6f 6f 20 6c 6f 6e  | shuffle.join().result.is.too.lon | 
| 59c60 |  67 20 66 6f 72 20 61 20 50 79 74 68 6f 6e 20 73    74 72 69 6e 67 00 00 00 4d 6f 64 75 6c 65 20 27  | g.for.a.Python.string...Module.' | 
| 59c80 |  6d 74 72 61 6e 64 27 20 68 61 73 20 61 6c 72 65    61 64 79 20 62 65 65 6e 20 69 6d 70 6f 72 74 65  | mtrand'.has.already.been.importe | 
| 59ca0 |  64 2e 20 52 65 2d 69 6e 69 74 69 61 6c 69 73 61    74 69 6f 6e 20 69 73 20 6e 6f 74 20 73 75 70 70  | d..Re-initialisation.is.not.supp | 
| 59cc0 |  6f 72 74 65 64 2e 00 00 63 6f 6d 70 69 6c 65 20    74 69 6d 65 20 50 79 74 68 6f 6e 20 76 65 72 73  | orted...compile.time.Python.vers | 
| 59ce0 |  69 6f 6e 20 25 64 2e 25 64 20 6f 66 20 6d 6f 64    75 6c 65 20 27 25 2e 31 30 30 73 27 20 25 73 20  | ion.%d.%d.of.module.'%.100s'.%s. | 
| 59d00 |  72 75 6e 74 69 6d 65 20 76 65 72 73 69 6f 6e 20    25 64 2e 25 64 00 00 00 62 61 73 65 20 63 6c 61  | runtime.version.%d.%d...base.cla | 
| 59d20 |  73 73 20 27 25 2e 32 30 30 73 27 20 69 73 20 6e    6f 74 20 61 20 68 65 61 70 20 74 79 70 65 00 00  | ss.'%.200s'.is.not.a.heap.type.. | 
| 59d40 |  65 78 74 65 6e 73 69 6f 6e 20 74 79 70 65 20 27    25 2e 32 30 30 73 27 20 68 61 73 20 6e 6f 20 5f  | extension.type.'%.200s'.has.no._ | 
| 59d60 |  5f 64 69 63 74 5f 5f 20 73 6c 6f 74 2c 20 62 75    74 20 62 61 73 65 20 74 79 70 65 20 27 25 2e 32  | _dict__.slot,.but.base.type.'%.2 | 
| 59d80 |  30 30 73 27 20 68 61 73 3a 20 65 69 74 68 65 72    20 61 64 64 20 27 63 64 65 66 20 64 69 63 74 20  | 00s'.has:.either.add.'cdef.dict. | 
| 59da0 |  5f 5f 64 69 63 74 5f 5f 27 20 74 6f 20 74 68 65    20 65 78 74 65 6e 73 69 6f 6e 20 74 79 70 65 20  | __dict__'.to.the.extension.type. | 
| 59dc0 |  6f 72 20 61 64 64 20 27 5f 5f 73 6c 6f 74 73 5f    5f 20 3d 20 5b 2e 2e 2e 5d 27 20 74 6f 20 74 68  | or.add.'__slots__.=.[...]'.to.th | 
| 59de0 |  65 20 62 61 73 65 20 74 79 70 65 00 00 00 00 00    6d 75 6c 74 69 70 6c 65 20 62 61 73 65 73 20 68  | e.base.type.....multiple.bases.h | 
| 59e00 |  61 76 65 20 76 74 61 62 6c 65 20 63 6f 6e 66 6c    69 63 74 3a 20 27 25 2e 32 30 30 73 27 20 61 6e  | ave.vtable.conflict:.'%.200s'.an | 
| 59e20 |  64 20 27 25 2e 32 30 30 73 27 00 00 00 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 5f 62 6f  | d.'%.200s'......numpy.random._bo | 
| 59e40 |  75 6e 64 65 64 5f 69 6e 74 65 67 65 72 73 00 00    50 79 4f 62 6a 65 63 74 20 2a 28 50 79 4f 62 6a  | unded_integers..PyObject.*(PyObj | 
| 59e60 |  65 63 74 20 2a 2c 20 50 79 4f 62 6a 65 63 74 20    2a 2c 20 50 79 4f 62 6a 65 63 74 20 2a 2c 20 69  | ect.*,.PyObject.*,.PyObject.*,.i | 
| 59e80 |  6e 74 2c 20 69 6e 74 2c 20 62 69 74 67 65 6e 5f    74 20 2a 2c 20 50 79 4f 62 6a 65 63 74 20 2a 29  | nt,.int,.bitgen_t.*,.PyObject.*) | 
| 59ea0 |  00 00 00 00 00 00 00 00 69 6e 74 20 28 64 6f 75    62 6c 65 2c 20 50 79 4f 62 6a 65 63 74 20 2a 2c  | ........int.(double,.PyObject.*, | 
| 59ec0 |  20 5f 5f 70 79 78 5f 74 5f 35 6e 75 6d 70 79 5f    36 72 61 6e 64 6f 6d 5f 37 5f 63 6f 6d 6d 6f 6e  | .__pyx_t_5numpy_6random_7_common | 
| 59ee0 |  5f 63 6f 6e 73 74 72 61 69 6e 74 5f 74 79 70 65    29 00 00 00 00 00 00 00 69 6e 74 20 28 50 79 41  | _constraint_type).......int.(PyA | 
| 59f00 |  72 72 61 79 4f 62 6a 65 63 74 20 2a 2c 20 50 79    4f 62 6a 65 63 74 20 2a 2c 20 5f 5f 70 79 78 5f  | rrayObject.*,.PyObject.*,.__pyx_ | 
| 59f20 |  74 5f 35 6e 75 6d 70 79 5f 36 72 61 6e 64 6f 6d    5f 37 5f 63 6f 6d 6d 6f 6e 5f 63 6f 6e 73 74 72  | t_5numpy_6random_7_common_constr | 
| 59f40 |  61 69 6e 74 5f 74 79 70 65 29 00 00 00 00 00 00    50 79 4f 62 6a 65 63 74 20 2a 28 76 6f 69 64 20  | aint_type)......PyObject.*(void. | 
| 59f60 |  2a 2c 20 62 69 74 67 65 6e 5f 74 20 2a 2c 20 50    79 4f 62 6a 65 63 74 20 2a 2c 20 50 79 4f 62 6a  | *,.bitgen_t.*,.PyObject.*,.PyObj | 
| 59f80 |  65 63 74 20 2a 2c 20 50 79 4f 62 6a 65 63 74 20    2a 29 00 00 00 00 00 00 50 79 4f 62 6a 65 63 74  | ect.*,.PyObject.*)......PyObject | 
| 59fa0 |  20 2a 28 50 79 4f 62 6a 65 63 74 20 2a 2c 20 50    79 41 72 72 61 79 4f 62 6a 65 63 74 20 2a 29 00  | .*(PyObject.*,.PyArrayObject.*). | 
| 59fc0 |  50 79 4f 62 6a 65 63 74 20 2a 28 76 6f 69 64 20    2a 2c 20 76 6f 69 64 20 2a 2c 20 50 79 4f 62 6a  | PyObject.*(void.*,.void.*,.PyObj | 
| 59fe0 |  65 63 74 20 2a 2c 20 50 79 4f 62 6a 65 63 74 20    2a 2c 20 69 6e 74 2c 20 50 79 4f 62 6a 65 63 74  | ect.*,.PyObject.*,.int,.PyObject | 
| 5a000 |  20 2a 2c 20 50 79 4f 62 6a 65 63 74 20 2a 2c 20    5f 5f 70 79 78 5f 74 5f 35 6e 75 6d 70 79 5f 36  | .*,.PyObject.*,.__pyx_t_5numpy_6 | 
| 5a020 |  72 61 6e 64 6f 6d 5f 37 5f 63 6f 6d 6d 6f 6e 5f    63 6f 6e 73 74 72 61 69 6e 74 5f 74 79 70 65 2c  | random_7_common_constraint_type, | 
| 5a040 |  20 50 79 4f 62 6a 65 63 74 20 2a 2c 20 50 79 4f    62 6a 65 63 74 20 2a 2c 20 5f 5f 70 79 78 5f 74  | .PyObject.*,.PyObject.*,.__pyx_t | 
| 5a060 |  5f 35 6e 75 6d 70 79 5f 36 72 61 6e 64 6f 6d 5f    37 5f 63 6f 6d 6d 6f 6e 5f 63 6f 6e 73 74 72 61  | _5numpy_6random_7_common_constra | 
| 5a080 |  69 6e 74 5f 74 79 70 65 2c 20 50 79 4f 62 6a 65    63 74 20 2a 2c 20 50 79 4f 62 6a 65 63 74 20 2a  | int_type,.PyObject.*,.PyObject.* | 
| 5a0a0 |  2c 20 5f 5f 70 79 78 5f 74 5f 35 6e 75 6d 70 79    5f 36 72 61 6e 64 6f 6d 5f 37 5f 63 6f 6d 6d 6f  | ,.__pyx_t_5numpy_6random_7_commo | 
| 5a0c0 |  6e 5f 63 6f 6e 73 74 72 61 69 6e 74 5f 74 79 70    65 2c 20 50 79 4f 62 6a 65 63 74 20 2a 29 00 00  | n_constraint_type,.PyObject.*).. | 
| 5a0e0 |  50 79 4f 62 6a 65 63 74 20 2a 28 76 6f 69 64 20    2a 2c 20 76 6f 69 64 20 2a 2c 20 50 79 4f 62 6a  | PyObject.*(void.*,.void.*,.PyObj | 
| 5a100 |  65 63 74 20 2a 2c 20 50 79 4f 62 6a 65 63 74 20    2a 2c 20 69 6e 74 2c 20 69 6e 74 2c 20 50 79 4f  | ect.*,.PyObject.*,.int,.int,.PyO | 
| 5a120 |  62 6a 65 63 74 20 2a 2c 20 50 79 4f 62 6a 65 63    74 20 2a 2c 20 5f 5f 70 79 78 5f 74 5f 35 6e 75  | bject.*,.PyObject.*,.__pyx_t_5nu | 
| 5a140 |  6d 70 79 5f 36 72 61 6e 64 6f 6d 5f 37 5f 63 6f    6d 6d 6f 6e 5f 63 6f 6e 73 74 72 61 69 6e 74 5f  | mpy_6random_7_common_constraint_ | 
| 5a160 |  74 79 70 65 2c 20 50 79 4f 62 6a 65 63 74 20 2a    2c 20 50 79 4f 62 6a 65 63 74 20 2a 2c 20 5f 5f  | type,.PyObject.*,.PyObject.*,.__ | 
| 5a180 |  70 79 78 5f 74 5f 35 6e 75 6d 70 79 5f 36 72 61    6e 64 6f 6d 5f 37 5f 63 6f 6d 6d 6f 6e 5f 63 6f  | pyx_t_5numpy_6random_7_common_co | 
| 5a1a0 |  6e 73 74 72 61 69 6e 74 5f 74 79 70 65 2c 20 50    79 4f 62 6a 65 63 74 20 2a 2c 20 50 79 4f 62 6a  | nstraint_type,.PyObject.*,.PyObj | 
| 5a1c0 |  65 63 74 20 2a 2c 20 5f 5f 70 79 78 5f 74 5f 35    6e 75 6d 70 79 5f 36 72 61 6e 64 6f 6d 5f 37 5f  | ect.*,.__pyx_t_5numpy_6random_7_ | 
| 5a1e0 |  63 6f 6d 6d 6f 6e 5f 63 6f 6e 73 74 72 61 69 6e    74 5f 74 79 70 65 29 00 50 79 4f 62 6a 65 63 74  | common_constraint_type).PyObject | 
| 5a200 |  20 2a 28 76 6f 69 64 20 2a 2c 20 76 6f 69 64 20    2a 2c 20 50 79 4f 62 6a 65 63 74 20 2a 2c 20 50  | .*(void.*,.void.*,.PyObject.*,.P | 
| 5a220 |  79 4f 62 6a 65 63 74 20 2a 2c 20 50 79 41 72 72    61 79 4f 62 6a 65 63 74 20 2a 2c 20 50 79 4f 62  | yObject.*,.PyArrayObject.*,.PyOb | 
| 5a240 |  6a 65 63 74 20 2a 2c 20 5f 5f 70 79 78 5f 74 5f    35 6e 75 6d 70 79 5f 36 72 61 6e 64 6f 6d 5f 37  | ject.*,.__pyx_t_5numpy_6random_7 | 
| 5a260 |  5f 63 6f 6d 6d 6f 6e 5f 63 6f 6e 73 74 72 61 69    6e 74 5f 74 79 70 65 2c 20 50 79 41 72 72 61 79  | _common_constraint_type,.PyArray | 
| 5a280 |  4f 62 6a 65 63 74 20 2a 2c 20 50 79 4f 62 6a 65    63 74 20 2a 2c 20 5f 5f 70 79 78 5f 74 5f 35 6e  | Object.*,.PyObject.*,.__pyx_t_5n | 
| 5a2a0 |  75 6d 70 79 5f 36 72 61 6e 64 6f 6d 5f 37 5f 63    6f 6d 6d 6f 6e 5f 63 6f 6e 73 74 72 61 69 6e 74  | umpy_6random_7_common_constraint | 
| 5a2c0 |  5f 74 79 70 65 2c 20 50 79 41 72 72 61 79 4f 62    6a 65 63 74 20 2a 2c 20 50 79 4f 62 6a 65 63 74  | _type,.PyArrayObject.*,.PyObject | 
| 5a2e0 |  20 2a 2c 20 5f 5f 70 79 78 5f 74 5f 35 6e 75 6d    70 79 5f 36 72 61 6e 64 6f 6d 5f 37 5f 63 6f 6d  | .*,.__pyx_t_5numpy_6random_7_com | 
| 5a300 |  6d 6f 6e 5f 63 6f 6e 73 74 72 61 69 6e 74 5f 74    79 70 65 29 00 00 00 00 5f 41 52 52 41 59 5f 41  | mon_constraint_type)...._ARRAY_A | 
| 5a320 |  50 49 20 69 73 20 6e 6f 74 20 50 79 43 61 70 73    75 6c 65 20 6f 62 6a 65 63 74 00 00 00 00 00 00  | PI.is.not.PyCapsule.object...... | 
| 5a340 |  6d 6f 64 75 6c 65 20 63 6f 6d 70 69 6c 65 64 20    61 67 61 69 6e 73 74 20 41 42 49 20 76 65 72 73  | module.compiled.against.ABI.vers | 
| 5a360 |  69 6f 6e 20 30 78 25 78 20 62 75 74 20 74 68 69    73 20 76 65 72 73 69 6f 6e 20 6f 66 20 6e 75 6d  | ion.0x%x.but.this.version.of.num | 
| 5a380 |  70 79 20 69 73 20 30 78 25 78 00 00 00 00 00 00    6d 6f 64 75 6c 65 20 63 6f 6d 70 69 6c 65 64 20  | py.is.0x%x......module.compiled. | 
| 5a3a0 |  61 67 61 69 6e 73 74 20 41 50 49 20 76 65 72 73    69 6f 6e 20 30 78 25 78 20 62 75 74 20 74 68 69  | against.API.version.0x%x.but.thi | 
| 5a3c0 |  73 20 76 65 72 73 69 6f 6e 20 6f 66 20 6e 75 6d    70 79 20 69 73 20 30 78 25 78 20 2e 20 43 68 65  | s.version.of.numpy.is.0x%x...Che | 
| 5a3e0 |  63 6b 20 74 68 65 20 73 65 63 74 69 6f 6e 20 43    2d 41 50 49 20 69 6e 63 6f 6d 70 61 74 69 62 69  | ck.the.section.C-API.incompatibi | 
| 5a400 |  6c 69 74 79 20 61 74 20 74 68 65 20 54 72 6f 75    62 6c 65 73 68 6f 6f 74 69 6e 67 20 49 6d 70 6f  | lity.at.the.Troubleshooting.Impo | 
| 5a420 |  72 74 45 72 72 6f 72 20 73 65 63 74 69 6f 6e 20    61 74 20 68 74 74 70 73 3a 2f 2f 6e 75 6d 70 79  | rtError.section.at.https://numpy | 
| 5a440 |  2e 6f 72 67 2f 64 65 76 64 6f 63 73 2f 75 73 65    72 2f 74 72 6f 75 62 6c 65 73 68 6f 6f 74 69 6e  | .org/devdocs/user/troubleshootin | 
| 5a460 |  67 2d 69 6d 70 6f 72 74 65 72 72 6f 72 2e 68 74    6d 6c 23 63 2d 61 70 69 2d 69 6e 63 6f 6d 70 61  | g-importerror.html#c-api-incompa | 
| 5a480 |  74 69 62 69 6c 69 74 79 20 66 6f 72 20 69 6e 64    69 63 61 74 69 6f 6e 73 20 6f 6e 20 68 6f 77 20  | tibility.for.indications.on.how. | 
| 5a4a0 |  74 6f 20 73 6f 6c 76 65 20 74 68 69 73 20 70 72    6f 62 6c 65 6d 20 2e 00 46 41 54 41 4c 3a 20 6d  | to.solve.this.problem...FATAL:.m | 
| 5a4c0 |  6f 64 75 6c 65 20 63 6f 6d 70 69 6c 65 64 20 61    73 20 75 6e 6b 6e 6f 77 6e 20 65 6e 64 69 61 6e  | odule.compiled.as.unknown.endian | 
| 5a4e0 |  00 00 00 00 00 00 00 00 46 41 54 41 4c 3a 20 6d    6f 64 75 6c 65 20 63 6f 6d 70 69 6c 65 64 20 61  | ........FATAL:.module.compiled.a | 
| 5a500 |  73 20 6c 69 74 74 6c 65 20 65 6e 64 69 61 6e 2c    20 62 75 74 20 64 65 74 65 63 74 65 64 20 64 69  | s.little.endian,.but.detected.di | 
| 5a520 |  66 66 65 72 65 6e 74 20 65 6e 64 69 61 6e 6e 65    73 73 20 61 74 20 72 75 6e 74 69 6d 65 00 00 00  | fferent.endianness.at.runtime... | 
| 5a540 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 67 65 74 5f 62 69 74 5f 67 65 6e 65  | numpy.random.mtrand.get_bit_gene | 
| 5a560 |  72 61 74 6f 72 00 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 73 65 74 5f  | rator...numpy.random.mtrand.set_ | 
| 5a580 |  62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | bit_generator...numpy.random.mtr | 
| 5a5a0 |  61 6e 64 2e 69 6e 74 36 34 5f 74 6f 5f 6c 6f 6e    67 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61  | and.int64_to_long.......numpy.ra | 
| 5a5c0 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 6c 6f 67 73 65 72 69 65  | ndom.mtrand.RandomState.logserie | 
| 5a5e0 |  73 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | s.......numpy.random.mtrand.Rand | 
| 5a600 |  6f 6d 53 74 61 74 65 2e 67 65 6f 6d 65 74 72 69    63 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61  | omState.geometric.......numpy.ra | 
| 5a620 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 7a 69 70 66 00 00 00 00  | ndom.mtrand.RandomState.zipf.... | 
| 5a640 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 5a660 |  70 6f 69 73 73 6f 6e 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | poisson.numpy.random.mtrand.Rand | 
| 5a680 |  6f 6d 53 74 61 74 65 2e 6e 65 67 61 74 69 76 65    5f 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00  | omState.negative_binomial....... | 
| 5a6a0 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 5a6c0 |  73 65 65 64 00 00 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | seed....numpy.random.mtrand.Rand | 
| 5a6e0 |  6f 6d 53 74 61 74 65 2e 74 6f 6d 61 78 69 6e 74    00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61  | omState.tomaxint........numpy.ra | 
| 5a700 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 5f 5f 69 6e 69 74 5f 5f  | ndom.mtrand.RandomState.__init__ | 
| 5a720 |  00 00 00 00 00 00 00 00 68 61 73 61 74 74 72 28    29 3a 20 61 74 74 72 69 62 75 74 65 20 6e 61 6d  | ........hasattr():.attribute.nam | 
| 5a740 |  65 20 6d 75 73 74 20 62 65 20 73 74 72 69 6e 67    00 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61  | e.must.be.string........numpy.ra | 
| 5a760 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 72 61 6e 64 6f 6d 5f 69  | ndom.mtrand.RandomState.random_i | 
| 5a780 |  6e 74 65 67 65 72 73 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | ntegers.numpy.random.mtrand.Rand | 
| 5a7a0 |  6f 6d 53 74 61 74 65 2e 67 65 74 5f 73 74 61 74    65 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61  | omState.get_state.......numpy.ra | 
| 5a7c0 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 6d 75 6c 74 69 76 61 72  | ndom.mtrand.RandomState.multivar | 
| 5a7e0 |  69 61 74 65 5f 6e 6f 72 6d 61 6c 00 00 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | iate_normal.....numpy.random.mtr | 
| 5a800 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    75 6e 69 66 6f 72 6d 00 6e 75 6d 70 79 2e 72 61  | and.RandomState.uniform.numpy.ra | 
| 5a820 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 64 69 72 69 63 68 6c 65  | ndom.mtrand.RandomState.dirichle | 
| 5a840 |  74 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | t.......numpy.random.mtrand.Rand | 
| 5a860 |  6f 6d 53 74 61 74 65 2e 62 79 74 65 73 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | omState.bytes...numpy.random.mtr | 
| 5a880 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    63 68 6f 69 63 65 00 00 27 25 2e 32 30 30 73 27  | and.RandomState.choice..'%.200s' | 
| 5a8a0 |  20 6f 62 6a 65 63 74 20 64 6f 65 73 20 6e 6f 74    20 73 75 70 70 6f 72 74 20 73 6c 69 63 65 20 25  | .object.does.not.support.slice.% | 
| 5a8c0 |  2e 31 30 73 00 00 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | .10s....numpy.random.mtrand.Rand | 
| 5a8e0 |  6f 6d 53 74 61 74 65 2e 68 79 70 65 72 67 65 6f    6d 65 74 72 69 63 00 00 6e 75 6d 70 79 2e 72 61  | omState.hypergeometric..numpy.ra | 
| 5a900 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 74 72 69 61 6e 67 75 6c  | ndom.mtrand.RandomState.triangul | 
| 5a920 |  61 72 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | ar......numpy.random.mtrand.Rand | 
| 5a940 |  6f 6d 53 74 61 74 65 2e 70 65 72 6d 75 74 61 74    69 6f 6e 00 00 00 00 00 6e 75 6d 70 79 2e 72 61  | omState.permutation.....numpy.ra | 
| 5a960 |  6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64    6f 6d 53 74 61 74 65 2e 6e 6f 72 6d 61 6c 00 00  | ndom.mtrand.RandomState.normal.. | 
| 5a980 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 5a9a0 |  6d 75 6c 74 69 6e 6f 6d 69 61 6c 00 00 00 00 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | multinomial.....numpy.random.mtr | 
| 5a9c0 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    6c 6f 67 69 73 74 69 63 00 00 00 00 00 00 00 00  | and.RandomState.logistic........ | 
| 5a9e0 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e  | numpy.random.mtrand.RandomState. | 
| 5aa00 |  67 75 6d 62 65 6c 00 00 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64  | gumbel..numpy.random.mtrand.Rand | 
| 5aa20 |  6f 6d 53 74 61 74 65 2e 72 61 6e 64 69 6e 74 00    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72  | omState.randint.numpy.random.mtr | 
| 5aa40 |  61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e    62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 00  | and.RandomState.binomial........ | 
| 5aa60 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 00  | numpy.random.mtrand.RandomState. | 
| 5aa80 |  0a 20 20 20 20 52 61 6e 64 6f 6d 53 74 61 74 65    28 73 65 65 64 3d 4e 6f 6e 65 29 0a 0a 20 20 20  | .....RandomState(seed=None)..... | 
| 5aaa0 |  20 43 6f 6e 74 61 69 6e 65 72 20 66 6f 72 20 74    68 65 20 73 6c 6f 77 20 4d 65 72 73 65 6e 6e 65  | .Container.for.the.slow.Mersenne | 
| 5aac0 |  20 54 77 69 73 74 65 72 20 70 73 65 75 64 6f 2d    72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 67 65  | .Twister.pseudo-random.number.ge | 
| 5aae0 |  6e 65 72 61 74 6f 72 2e 0a 20 20 20 20 43 6f 6e    73 69 64 65 72 20 75 73 69 6e 67 20 61 20 64 69  | nerator......Consider.using.a.di | 
| 5ab00 |  66 66 65 72 65 6e 74 20 42 69 74 47 65 6e 65 72    61 74 6f 72 20 77 69 74 68 20 74 68 65 20 47 65  | fferent.BitGenerator.with.the.Ge | 
| 5ab20 |  6e 65 72 61 74 6f 72 20 63 6f 6e 74 61 69 6e 65    72 0a 20 20 20 20 69 6e 73 74 65 61 64 2e 0a 0a  | nerator.container.....instead... | 
| 5ab40 |  20 20 20 20 60 52 61 6e 64 6f 6d 53 74 61 74 65    60 20 61 6e 64 20 60 47 65 6e 65 72 61 74 6f 72  | ....`RandomState`.and.`Generator | 
| 5ab60 |  60 20 65 78 70 6f 73 65 20 61 20 6e 75 6d 62 65    72 20 6f 66 20 6d 65 74 68 6f 64 73 20 66 6f 72  | `.expose.a.number.of.methods.for | 
| 5ab80 |  20 67 65 6e 65 72 61 74 69 6e 67 0a 20 20 20 20    72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 73 20 64  | .generating.....random.numbers.d | 
| 5aba0 |  72 61 77 6e 20 66 72 6f 6d 20 61 20 76 61 72 69    65 74 79 20 6f 66 20 70 72 6f 62 61 62 69 6c 69  | rawn.from.a.variety.of.probabili | 
| 5abc0 |  74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73    2e 20 49 6e 0a 20 20 20 20 61 64 64 69 74 69 6f  | ty.distributions..In.....additio | 
| 5abe0 |  6e 20 74 6f 20 74 68 65 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2d 73 70 65 63 69 66 69 63 20 61  | n.to.the.distribution-specific.a | 
| 5ac00 |  72 67 75 6d 65 6e 74 73 2c 20 65 61 63 68 20 6d    65 74 68 6f 64 20 74 61 6b 65 73 20 61 0a 20 20  | rguments,.each.method.takes.a... | 
| 5ac20 |  20 20 6b 65 79 77 6f 72 64 20 61 72 67 75 6d 65    6e 74 20 60 73 69 7a 65 60 20 74 68 61 74 20 64  | ..keyword.argument.`size`.that.d | 
| 5ac40 |  65 66 61 75 6c 74 73 20 74 6f 20 60 60 4e 6f 6e    65 60 60 2e 20 49 66 20 60 73 69 7a 65 60 20 69  | efaults.to.``None``..If.`size`.i | 
| 5ac60 |  73 20 60 60 4e 6f 6e 65 60 60 2c 0a 20 20 20 20    74 68 65 6e 20 61 20 73 69 6e 67 6c 65 20 76 61  | s.``None``,.....then.a.single.va | 
| 5ac80 |  6c 75 65 20 69 73 20 67 65 6e 65 72 61 74 65 64    20 61 6e 64 20 72 65 74 75 72 6e 65 64 2e 20 49  | lue.is.generated.and.returned..I | 
| 5aca0 |  66 20 60 73 69 7a 65 60 20 69 73 20 61 6e 20 69    6e 74 65 67 65 72 2c 0a 20 20 20 20 74 68 65 6e  | f.`size`.is.an.integer,.....then | 
| 5acc0 |  20 61 20 31 2d 44 20 61 72 72 61 79 20 66 69 6c    6c 65 64 20 77 69 74 68 20 67 65 6e 65 72 61 74  | .a.1-D.array.filled.with.generat | 
| 5ace0 |  65 64 20 76 61 6c 75 65 73 20 69 73 20 72 65 74    75 72 6e 65 64 2e 20 49 66 20 60 73 69 7a 65 60  | ed.values.is.returned..If.`size` | 
| 5ad00 |  20 69 73 20 61 0a 20 20 20 20 74 75 70 6c 65 2c    20 74 68 65 6e 20 61 6e 20 61 72 72 61 79 20 77  | .is.a.....tuple,.then.an.array.w | 
| 5ad20 |  69 74 68 20 74 68 61 74 20 73 68 61 70 65 20 69    73 20 66 69 6c 6c 65 64 20 61 6e 64 20 72 65 74  | ith.that.shape.is.filled.and.ret | 
| 5ad40 |  75 72 6e 65 64 2e 0a 0a 20 20 20 20 2a 2a 43 6f    6d 70 61 74 69 62 69 6c 69 74 79 20 47 75 61 72  | urned.......**Compatibility.Guar | 
| 5ad60 |  61 6e 74 65 65 2a 2a 0a 0a 20 20 20 20 41 20 66    69 78 65 64 20 62 69 74 20 67 65 6e 65 72 61 74  | antee**......A.fixed.bit.generat | 
| 5ad80 |  6f 72 20 75 73 69 6e 67 20 61 20 66 69 78 65 64    20 73 65 65 64 20 61 6e 64 20 61 20 66 69 78 65  | or.using.a.fixed.seed.and.a.fixe | 
| 5ada0 |  64 20 73 65 72 69 65 73 20 6f 66 20 63 61 6c 6c    73 20 74 6f 0a 20 20 20 20 27 52 61 6e 64 6f 6d  | d.series.of.calls.to.....'Random | 
| 5adc0 |  53 74 61 74 65 27 20 6d 65 74 68 6f 64 73 20 75    73 69 6e 67 20 74 68 65 20 73 61 6d 65 20 70 61  | State'.methods.using.the.same.pa | 
| 5ade0 |  72 61 6d 65 74 65 72 73 20 77 69 6c 6c 20 61 6c    77 61 79 73 20 70 72 6f 64 75 63 65 20 74 68 65  | rameters.will.always.produce.the | 
| 5ae00 |  0a 20 20 20 20 73 61 6d 65 20 72 65 73 75 6c 74    73 20 75 70 20 74 6f 20 72 6f 75 6e 64 6f 66 66  | .....same.results.up.to.roundoff | 
| 5ae20 |  20 65 72 72 6f 72 20 65 78 63 65 70 74 20 77 68    65 6e 20 74 68 65 20 76 61 6c 75 65 73 20 77 65  | .error.except.when.the.values.we | 
| 5ae40 |  72 65 20 69 6e 63 6f 72 72 65 63 74 2e 0a 20 20    20 20 60 52 61 6e 64 6f 6d 53 74 61 74 65 60 20  | re.incorrect......`RandomState`. | 
| 5ae60 |  69 73 20 65 66 66 65 63 74 69 76 65 6c 79 20 66    72 6f 7a 65 6e 20 61 6e 64 20 77 69 6c 6c 20 6f  | is.effectively.frozen.and.will.o | 
| 5ae80 |  6e 6c 79 20 72 65 63 65 69 76 65 20 75 70 64 61    74 65 73 20 74 68 61 74 0a 20 20 20 20 61 72 65  | nly.receive.updates.that.....are | 
| 5aea0 |  20 72 65 71 75 69 72 65 64 20 62 79 20 63 68 61    6e 67 65 73 20 69 6e 20 74 68 65 20 69 6e 74 65  | .required.by.changes.in.the.inte | 
| 5aec0 |  72 6e 61 6c 73 20 6f 66 20 4e 75 6d 70 79 2e 20    4d 6f 72 65 20 73 75 62 73 74 61 6e 74 69 61 6c  | rnals.of.Numpy..More.substantial | 
| 5aee0 |  0a 20 20 20 20 63 68 61 6e 67 65 73 2c 20 69 6e    63 6c 75 64 69 6e 67 20 61 6c 67 6f 72 69 74 68  | .....changes,.including.algorith | 
| 5af00 |  6d 69 63 20 69 6d 70 72 6f 76 65 6d 65 6e 74 73    2c 20 61 72 65 20 72 65 73 65 72 76 65 64 20 66  | mic.improvements,.are.reserved.f | 
| 5af20 |  6f 72 0a 20 20 20 20 60 47 65 6e 65 72 61 74 6f    72 60 2e 0a 0a 20 20 20 20 50 61 72 61 6d 65 74  | or.....`Generator`.......Paramet | 
| 5af40 |  65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 73 65 65 64 20 3a 20 7b 4e  | ers.....----------.....seed.:.{N | 
| 5af60 |  6f 6e 65 2c 20 69 6e 74 2c 20 61 72 72 61 79 5f    6c 69 6b 65 2c 20 42 69 74 47 65 6e 65 72 61 74  | one,.int,.array_like,.BitGenerat | 
| 5af80 |  6f 72 7d 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20    20 20 20 20 20 20 52 61 6e 64 6f 6d 20 73 65 65  | or},.optional.........Random.see | 
| 5afa0 |  64 20 75 73 65 64 20 74 6f 20 69 6e 69 74 69 61    6c 69 7a 65 20 74 68 65 20 70 73 65 75 64 6f 2d  | d.used.to.initialize.the.pseudo- | 
| 5afc0 |  72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 67 65    6e 65 72 61 74 6f 72 20 6f 72 0a 20 20 20 20 20  | random.number.generator.or...... | 
| 5afe0 |  20 20 20 61 6e 20 69 6e 73 74 61 6e 74 69 7a 65    64 20 42 69 74 47 65 6e 65 72 61 74 6f 72 2e 20  | ...an.instantized.BitGenerator.. | 
| 5b000 |  20 49 66 20 61 6e 20 69 6e 74 65 67 65 72 20 6f    72 20 61 72 72 61 79 2c 20 75 73 65 64 20 61 73  | .If.an.integer.or.array,.used.as | 
| 5b020 |  20 61 20 73 65 65 64 20 66 6f 72 0a 20 20 20 20    20 20 20 20 74 68 65 20 4d 54 31 39 39 33 37 20  | .a.seed.for.........the.MT19937. | 
| 5b040 |  42 69 74 47 65 6e 65 72 61 74 6f 72 2e 20 56 61    6c 75 65 73 20 63 61 6e 20 62 65 20 61 6e 79 20  | BitGenerator..Values.can.be.any. | 
| 5b060 |  69 6e 74 65 67 65 72 20 62 65 74 77 65 65 6e 20    30 20 61 6e 64 0a 20 20 20 20 20 20 20 20 32 2a  | integer.between.0.and.........2* | 
| 5b080 |  2a 33 32 20 2d 20 31 20 69 6e 63 6c 75 73 69 76    65 2c 20 61 6e 20 61 72 72 61 79 20 28 6f 72 20  | *32.-.1.inclusive,.an.array.(or. | 
| 5b0a0 |  6f 74 68 65 72 20 73 65 71 75 65 6e 63 65 29 20    6f 66 20 73 75 63 68 20 69 6e 74 65 67 65 72 73  | other.sequence).of.such.integers | 
| 5b0c0 |  2c 0a 20 20 20 20 20 20 20 20 6f 72 20 60 60 4e    6f 6e 65 60 60 20 28 74 68 65 20 64 65 66 61 75  | ,.........or.``None``.(the.defau | 
| 5b0e0 |  6c 74 29 2e 20 20 49 66 20 60 73 65 65 64 60 20    69 73 20 60 60 4e 6f 6e 65 60 60 2c 20 74 68 65  | lt)...If.`seed`.is.``None``,.the | 
| 5b100 |  6e 20 74 68 65 20 60 4d 54 31 39 39 33 37 60 0a    20 20 20 20 20 20 20 20 42 69 74 47 65 6e 65 72  | n.the.`MT19937`.........BitGener | 
| 5b120 |  61 74 6f 72 20 69 73 20 69 6e 69 74 69 61 6c 69    7a 65 64 20 62 79 20 72 65 61 64 69 6e 67 20 64  | ator.is.initialized.by.reading.d | 
| 5b140 |  61 74 61 20 66 72 6f 6d 20 60 60 2f 64 65 76 2f    75 72 61 6e 64 6f 6d 60 60 0a 20 20 20 20 20 20  | ata.from.``/dev/urandom``....... | 
| 5b160 |  20 20 28 6f 72 20 74 68 65 20 57 69 6e 64 6f 77    73 20 61 6e 61 6c 6f 67 75 65 29 20 69 66 20 61  | ..(or.the.Windows.analogue).if.a | 
| 5b180 |  76 61 69 6c 61 62 6c 65 20 6f 72 20 73 65 65 64    20 66 72 6f 6d 20 74 68 65 20 63 6c 6f 63 6b 0a  | vailable.or.seed.from.the.clock. | 
| 5b1a0 |  20 20 20 20 20 20 20 20 6f 74 68 65 72 77 69 73    65 2e 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20  | ........otherwise.......Notes... | 
| 5b1c0 |  20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 54 68 65 20    50 79 74 68 6f 6e 20 73 74 64 6c 69 62 20 6d 6f  | ..-----.....The.Python.stdlib.mo | 
| 5b1e0 |  64 75 6c 65 20 22 72 61 6e 64 6f 6d 22 20 61 6c    73 6f 20 63 6f 6e 74 61 69 6e 73 20 61 20 4d 65  | dule."random".also.contains.a.Me | 
| 5b200 |  72 73 65 6e 6e 65 20 54 77 69 73 74 65 72 0a 20    20 20 20 70 73 65 75 64 6f 2d 72 61 6e 64 6f 6d  | rsenne.Twister.....pseudo-random | 
| 5b220 |  20 6e 75 6d 62 65 72 20 67 65 6e 65 72 61 74 6f    72 20 77 69 74 68 20 61 20 6e 75 6d 62 65 72 20  | .number.generator.with.a.number. | 
| 5b240 |  6f 66 20 6d 65 74 68 6f 64 73 20 74 68 61 74 20    61 72 65 20 73 69 6d 69 6c 61 72 0a 20 20 20 20  | of.methods.that.are.similar..... | 
| 5b260 |  74 6f 20 74 68 65 20 6f 6e 65 73 20 61 76 61 69    6c 61 62 6c 65 20 69 6e 20 60 52 61 6e 64 6f 6d  | to.the.ones.available.in.`Random | 
| 5b280 |  53 74 61 74 65 60 2e 20 60 52 61 6e 64 6f 6d 53    74 61 74 65 60 2c 20 62 65 73 69 64 65 73 20 62  | State`..`RandomState`,.besides.b | 
| 5b2a0 |  65 69 6e 67 0a 20 20 20 20 4e 75 6d 50 79 2d 61    77 61 72 65 2c 20 68 61 73 20 74 68 65 20 61 64  | eing.....NumPy-aware,.has.the.ad | 
| 5b2c0 |  76 61 6e 74 61 67 65 20 74 68 61 74 20 69 74 20    70 72 6f 76 69 64 65 73 20 61 20 6d 75 63 68 20  | vantage.that.it.provides.a.much. | 
| 5b2e0 |  6c 61 72 67 65 72 20 6e 75 6d 62 65 72 0a 20 20    20 20 6f 66 20 70 72 6f 62 61 62 69 6c 69 74 79  | larger.number.....of.probability | 
| 5b300 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 74    6f 20 63 68 6f 6f 73 65 20 66 72 6f 6d 2e 0a 0a  | .distributions.to.choose.from... | 
| 5b320 |  20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20    20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 47 65  | ....See.Also.....--------.....Ge | 
| 5b340 |  6e 65 72 61 74 6f 72 0a 20 20 20 20 4d 54 31 39    39 33 37 0a 20 20 20 20 6e 75 6d 70 79 2e 72 61  | nerator.....MT19937.....numpy.ra | 
| 5b360 |  6e 64 6f 6d 2e 42 69 74 47 65 6e 65 72 61 74 6f    72 0a 0a 20 20 20 20 00 61 6e 20 69 6e 74 65 67  | ndom.BitGenerator.......an.integ | 
| 5b380 |  65 72 20 69 73 20 72 65 71 75 69 72 65 64 00 5f    5f 70 79 78 5f 63 61 70 69 5f 5f 00 6e 61 6d 65  | er.is.required.__pyx_capi__.name | 
| 5b3a0 |  00 5f 5f 6c 6f 61 64 65 72 5f 5f 00 6c 6f 61 64    65 72 00 5f 5f 66 69 6c 65 5f 5f 00 6f 72 69 67  | .__loader__.loader.__file__.orig | 
| 5b3c0 |  69 6e 00 5f 5f 70 61 63 6b 61 67 65 5f 5f 00 70    61 72 65 6e 74 00 5f 5f 70 61 74 68 5f 5f 00 73  | in.__package__.parent.__path__.s | 
| 5b3e0 |  75 62 6d 6f 64 75 6c 65 5f 73 65 61 72 63 68 5f    6c 6f 63 61 74 69 6f 6e 73 00 4d 69 73 73 69 6e  | ubmodule_search_locations.Missin | 
| 5b400 |  67 20 74 79 70 65 20 6f 62 6a 65 63 74 00 63 61    6e 6e 6f 74 20 69 6d 70 6f 72 74 20 6e 61 6d 65  | g.type.object.cannot.import.name | 
| 5b420 |  20 25 53 00 25 73 20 28 25 73 3a 25 64 29 00 61    74 20 6c 65 61 73 74 00 61 74 20 6d 6f 73 74 00  | .%S.%s.(%s:%d).at.least.at.most. | 
| 5b440 |  72 61 79 6c 65 69 67 68 00 6e 75 6d 70 79 2f 72    61 6e 64 6f 6d 2f 6d 74 72 61 6e 64 2e 70 79 78  | rayleigh.numpy/random/mtrand.pyx | 
| 5b460 |  00 6c 6f 67 6e 6f 72 6d 61 6c 00 6c 61 70 6c 61    63 65 00 73 74 61 6e 64 61 72 64 5f 63 61 75 63  | .lognormal.laplace.standard_cauc | 
| 5b480 |  68 79 00 6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 00    73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00  | hy.noncentral_f.standard_normal. | 
| 5b4a0 |  73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e    74 69 61 6c 00 72 61 6e 64 6f 6d 00 72 61 6e 64  | standard_exponential.random.rand | 
| 5b4c0 |  6f 6d 5f 73 61 6d 70 6c 65 00 5f 5f 73 65 74 73    74 61 74 65 5f 5f 00 65 78 61 63 74 6c 79 00 5f  | om_sample.__setstate__.exactly._ | 
| 5b4e0 |  5f 67 65 74 73 74 61 74 65 5f 5f 00 42 69 74 47    65 6e 65 72 61 74 6f 72 00 6e 6f 6e 63 65 6e 74  | _getstate__.BitGenerator.noncent | 
| 5b500 |  72 61 6c 5f 63 68 69 73 71 75 61 72 65 00 77 61    6c 64 00 76 6f 6e 6d 69 73 65 73 00 62 65 74 61  | ral_chisquare.wald.vonmises.beta | 
| 5b520 |  00 5f 5f 72 65 64 75 63 65 5f 5f 00 72 61 6e 64    6e 00 73 65 74 5f 73 74 61 74 65 00 70 61 72 65  | .__reduce__.randn.set_state.pare | 
| 5b540 |  74 6f 00 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d    61 00 73 74 61 6e 64 61 72 64 5f 74 00 70 6f 77  | to.standard_gamma.standard_t.pow | 
| 5b560 |  65 72 00 77 65 69 62 75 6c 6c 00 6e 61 6d 65 20    27 25 55 27 20 69 73 20 6e 6f 74 20 64 65 66 69  | er.weibull.name.'%U'.is.not.defi | 
| 5b580 |  6e 65 64 00 73 68 75 66 66 6c 65 00 62 75 69 6c    74 69 6e 73 00 63 79 74 68 6f 6e 5f 72 75 6e 74  | ned.shuffle.builtins.cython_runt | 
| 5b5a0 |  69 6d 65 00 5f 5f 62 75 69 6c 74 69 6e 73 5f 5f    00 64 6f 65 73 20 6e 6f 74 20 6d 61 74 63 68 00  | ime.__builtins__.does.not.match. | 
| 5b5c0 |  34 32 39 34 39 36 37 32 39 36 00 63 6f 6d 70 6c    65 78 00 6e 75 6d 70 79 00 64 74 79 70 65 00 66  | 4294967296.complex.numpy.dtype.f | 
| 5b5e0 |  6c 61 74 69 74 65 72 00 62 72 6f 61 64 63 61 73    74 00 6e 64 61 72 72 61 79 00 67 65 6e 65 72 69  | latiter.broadcast.ndarray.generi | 
| 5b600 |  63 00 6e 75 6d 62 65 72 00 75 6e 73 69 67 6e 65    64 69 6e 74 65 67 65 72 00 69 6e 65 78 61 63 74  | c.number.unsignedinteger.inexact | 
| 5b620 |  00 63 6f 6d 70 6c 65 78 66 6c 6f 61 74 69 6e 67    00 66 6c 65 78 69 62 6c 65 00 63 68 61 72 61 63  | .complexfloating.flexible.charac | 
| 5b640 |  74 65 72 00 75 66 75 6e 63 00 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 62 69 74 5f 67 65 6e 65 72  | ter.ufunc.numpy.random.bit_gener | 
| 5b660 |  61 74 6f 72 00 53 65 65 64 53 65 71 75 65 6e 63    65 00 53 65 65 64 6c 65 73 73 53 65 71 75 65 6e  | ator.SeedSequence.SeedlessSequen | 
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| 5b6a0 |  45 47 41 43 59 5f 50 4f 49 53 53 4f 4e 5f 4c 41    4d 5f 4d 41 58 00 75 69 6e 74 36 34 5f 74 00 4d  | EGACY_POISSON_LAM_MAX.uint64_t.M | 
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| 5b860 |  64 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d    74 72 61 6e 64 2e 72 61 6e 66 00 6e 75 6d 70 79  | d.numpy.random.mtrand.ranf.numpy | 
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| 5b8a0 |  6e 65 72 61 74 6f 72 00 6c 6f 67 73 65 72 69 65    73 00 7a 69 70 66 00 70 6f 69 73 73 6f 6e 00 6e  | nerator.logseries.zipf.poisson.n | 
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| 5b900 |  6f 6d 5f 69 6e 74 65 67 65 72 73 00 67 65 74 5f    73 74 61 74 65 00 6d 75 6c 74 69 76 61 72 69 61  | om_integers.get_state.multivaria | 
| 5b920 |  74 65 5f 6e 6f 72 6d 61 6c 00 75 6e 69 66 6f 72    6d 00 64 69 72 69 63 68 6c 65 74 00 62 79 74 65  | te_normal.uniform.dirichlet.byte | 
| 5b940 |  73 00 61 73 73 69 67 6e 6d 65 6e 74 00 64 65 6c    65 74 69 6f 6e 00 63 68 6f 69 63 65 00 68 79 70  | s.assignment.deletion.choice.hyp | 
| 5b960 |  65 72 67 65 6f 6d 65 74 72 69 63 00 74 72 69 61    6e 67 75 6c 61 72 00 70 65 72 6d 75 74 61 74 69  | ergeometric.triangular.permutati | 
| 5b980 |  6f 6e 00 6d 75 6c 74 69 6e 6f 6d 69 61 6c 00 6c    6f 67 69 73 74 69 63 00 67 75 6d 62 65 6c 00 72  | on.multinomial.logistic.gumbel.r | 
| 5b9a0 |  61 6e 64 69 6e 74 00 6e 75 6d 70 79 2e 50 79 41    72 72 61 79 5f 4d 75 6c 74 69 49 74 65 72 4e 65  | andint.numpy.PyArray_MultiIterNe | 
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| 5b9e0 |  5f 72 65 70 72 5f 5f 00 67 65 74 5f 62 69 74 5f    67 65 6e 65 72 61 74 6f 72 00 00 00 00 00 00 00  | _repr__.get_bit_generator....... | 
| 5ba00 |  08 bd fb ff f0 bc fb ff 62 ba fb ff 59 ba fb ff    50 ba fb ff fc 26 fd ff bc 2d fd ff ca 26 fd ff  | ........b...Y...P....&...-...&.. | 
| 5ba20 |  c1 26 fd ff b8 26 fd ff ac 26 fd ff e8 26 fd ff    0c 27 fd ff 33 27 fd ff 68 27 fd ff 91 27 fd ff  | .&...&...&...&...'..3'..h'...'.. | 
| 5ba40 |  b0 b8 fd ff 98 b8 fd ff 18 b3 fd ff 0c b3 fd ff    00 b3 fd ff c4 88 fe ff ac 88 fe ff 26 7d fe ff  | ............................&}.. | 
| 5ba60 |  1d 7d fe ff 14 7d fe ff e0 aa fe ff c8 aa fe ff    ea a0 fe ff e1 a0 fe ff d8 a0 fe ff 94 1d ff ff  | .}...}.......................... | 
| 5ba80 |  7c 1d ff ff 96 16 ff ff 8d 16 ff ff 84 16 ff ff    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | |............................... | 
| 5baa0 |  0a 20 20 20 20 54 68 69 73 20 69 73 20 61 6e 20    61 6c 69 61 73 20 6f 66 20 60 72 61 6e 64 6f 6d  | .....This.is.an.alias.of.`random | 
| 5bac0 |  5f 73 61 6d 70 6c 65 60 2e 20 53 65 65 20 60 72    61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 60 20 20 66  | _sample`..See.`random_sample`..f | 
| 5bae0 |  6f 72 20 74 68 65 20 63 6f 6d 70 6c 65 74 65 0a    20 20 20 20 64 6f 63 75 6d 65 6e 74 61 74 69 6f  | or.the.complete.....documentatio | 
| 5bb00 |  6e 2e 0a 20 20 20 20 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | n............................... | 
| 5bb20 |  0a 20 20 20 20 54 68 69 73 20 69 73 20 61 6e 20    61 6c 69 61 73 20 6f 66 20 60 72 61 6e 64 6f 6d  | .....This.is.an.alias.of.`random | 
| 5bb40 |  5f 73 61 6d 70 6c 65 60 2e 20 53 65 65 20 60 72    61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 60 20 20 66  | _sample`..See.`random_sample`..f | 
| 5bb60 |  6f 72 20 74 68 65 20 63 6f 6d 70 6c 65 74 65 0a    20 20 20 20 64 6f 63 75 6d 65 6e 74 61 74 69 6f  | or.the.complete.....documentatio | 
| 5bb80 |  6e 2e 0a 20 20 20 20 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | n............................... | 
| 5bba0 |  0a 20 20 20 20 53 65 74 73 20 74 68 65 20 73 69    6e 67 6c 65 74 6f 6e 20 52 61 6e 64 6f 6d 53 74  | .....Sets.the.singleton.RandomSt | 
| 5bbc0 |  61 74 65 27 73 20 62 69 74 20 67 65 6e 65 72 61    74 6f 72 0a 0a 20 20 20 20 50 61 72 61 6d 65 74  | ate's.bit.generator......Paramet | 
| 5bbe0 |  65 72 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 62 69 74 67 65 6e 0a 20 20  | ers.....----------.....bitgen... | 
| 5bc00 |  20 20 20 20 20 20 41 20 62 69 74 20 67 65 6e 65    72 61 74 6f 72 20 69 6e 73 74 61 6e 63 65 0a 0a  | ......A.bit.generator.instance.. | 
| 5bc20 |  20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d    2d 2d 2d 0a 20 20 20 20 54 68 65 20 73 69 6e 67  | ....Notes.....-----.....The.sing | 
| 5bc40 |  6c 65 74 6f 6e 20 52 61 6e 64 6f 6d 53 74 61 74    65 20 70 72 6f 76 69 64 65 73 20 74 68 65 20 72  | leton.RandomState.provides.the.r | 
| 5bc60 |  61 6e 64 6f 6d 20 76 61 72 69 61 74 65 20 67 65    6e 65 72 61 74 6f 72 73 20 69 6e 20 74 68 65 0a  | andom.variate.generators.in.the. | 
| 5bc80 |  20 20 20 20 60 60 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 60 60 6e 61 6d 65 73 70 61 63 65 2e 20 54  | ....``numpy.random``namespace..T | 
| 5bca0 |  68 69 73 20 66 75 6e 63 74 69 6f 6e 2c 20 61 6e    64 20 69 74 73 20 63 6f 75 6e 74 65 72 70 61 72  | his.function,.and.its.counterpar | 
| 5bcc0 |  74 20 67 65 74 20 6d 65 74 68 6f 64 2c 0a 20 20    20 20 70 72 6f 76 69 64 65 73 20 61 20 70 61 74  | t.get.method,.....provides.a.pat | 
| 5bce0 |  68 20 74 6f 20 68 6f 74 2d 73 77 61 70 20 74 68    65 20 64 65 66 61 75 6c 74 20 4d 54 31 39 39 33  | h.to.hot-swap.the.default.MT1993 | 
| 5bd00 |  37 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 20    77 69 74 68 20 61 0a 20 20 20 20 75 73 65 72 20  | 7.bit.generator.with.a.....user. | 
| 5bd20 |  70 72 6f 76 69 64 65 64 20 61 6c 74 65 72 6e 61    74 69 76 65 2e 20 54 68 65 73 65 20 66 75 6e 63  | provided.alternative..These.func | 
| 5bd40 |  74 69 6f 6e 20 61 72 65 20 69 6e 74 65 6e 64 65    64 20 74 6f 20 70 72 6f 76 69 64 65 0a 20 20 20  | tion.are.intended.to.provide.... | 
| 5bd60 |  20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 70 61    74 68 20 77 68 65 72 65 20 61 20 73 69 6e 67 6c  | .a.continuous.path.where.a.singl | 
| 5bd80 |  65 20 75 6e 64 65 72 6c 79 69 6e 67 20 62 69 74    20 67 65 6e 65 72 61 74 6f 72 20 63 61 6e 20 62  | e.underlying.bit.generator.can.b | 
| 5bda0 |  65 0a 20 20 20 20 75 73 65 64 20 62 6f 74 68 20    77 69 74 68 20 61 6e 20 69 6e 73 74 61 6e 63 65  | e.....used.both.with.an.instance | 
| 5bdc0 |  20 6f 66 20 60 60 47 65 6e 65 72 61 74 6f 72 60    60 20 61 6e 64 20 77 69 74 68 20 74 68 65 20 73  | .of.``Generator``.and.with.the.s | 
| 5bde0 |  69 6e 67 6c 65 74 6f 6e 0a 20 20 20 20 69 6e 73    74 61 6e 63 65 20 6f 66 20 52 61 6e 64 6f 6d 53  | ingleton.....instance.of.RandomS | 
| 5be00 |  74 61 74 65 2e 0a 0a 20 20 20 20 53 65 65 20 41    6c 73 6f 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | tate.......See.Also.....-------- | 
| 5be20 |  0a 20 20 20 20 67 65 74 5f 62 69 74 5f 67 65 6e    65 72 61 74 6f 72 0a 20 20 20 20 6e 75 6d 70 79  | .....get_bit_generator.....numpy | 
| 5be40 |  2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f    72 0a 20 20 20 20 00 00 00 00 00 00 00 00 00 00  | .random.Generator............... | 
| 5be60 |  0a 20 20 20 20 52 65 74 75 72 6e 73 20 74 68 65    20 73 69 6e 67 6c 65 74 6f 6e 20 52 61 6e 64 6f  | .....Returns.the.singleton.Rando | 
| 5be80 |  6d 53 74 61 74 65 27 73 20 62 69 74 20 67 65 6e    65 72 61 74 6f 72 0a 0a 20 20 20 20 52 65 74 75  | mState's.bit.generator......Retu | 
| 5bea0 |  72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 42 69 74 47 65 6e 65 72 61 74 6f 72  | rns.....-------.....BitGenerator | 
| 5bec0 |  0a 20 20 20 20 20 20 20 20 54 68 65 20 62 69 74    20 67 65 6e 65 72 61 74 6f 72 20 74 68 61 74 20  | .........The.bit.generator.that. | 
| 5bee0 |  75 6e 64 65 72 6c 69 65 73 20 74 68 65 20 73 69    6e 67 6c 65 74 6f 6e 20 52 61 6e 64 6f 6d 53 74  | underlies.the.singleton.RandomSt | 
| 5bf00 |  61 74 65 20 69 6e 73 74 61 6e 63 65 0a 0a 20 20    20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d  | ate.instance......Notes.....---- | 
| 5bf20 |  2d 0a 20 20 20 20 54 68 65 20 73 69 6e 67 6c 65    74 6f 6e 20 52 61 6e 64 6f 6d 53 74 61 74 65 20  | -.....The.singleton.RandomState. | 
| 5bf40 |  70 72 6f 76 69 64 65 73 20 74 68 65 20 72 61 6e    64 6f 6d 20 76 61 72 69 61 74 65 20 67 65 6e 65  | provides.the.random.variate.gene | 
| 5bf60 |  72 61 74 6f 72 73 20 69 6e 20 74 68 65 0a 20 20    20 20 60 60 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d  | rators.in.the.....``numpy.random | 
| 5bf80 |  60 60 20 6e 61 6d 65 73 70 61 63 65 2e 20 54 68    69 73 20 66 75 6e 63 74 69 6f 6e 2c 20 61 6e 64  | ``.namespace..This.function,.and | 
| 5bfa0 |  20 69 74 73 20 63 6f 75 6e 74 65 72 70 61 72 74    20 73 65 74 20 6d 65 74 68 6f 64 2c 0a 20 20 20  | .its.counterpart.set.method,.... | 
| 5bfc0 |  20 70 72 6f 76 69 64 65 73 20 61 20 70 61 74 68    20 74 6f 20 68 6f 74 2d 73 77 61 70 20 74 68 65  | .provides.a.path.to.hot-swap.the | 
| 5bfe0 |  20 64 65 66 61 75 6c 74 20 4d 54 31 39 39 33 37    20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 20 77  | .default.MT19937.bit.generator.w | 
| 5c000 |  69 74 68 20 61 0a 20 20 20 20 75 73 65 72 20 70    72 6f 76 69 64 65 64 20 61 6c 74 65 72 6e 61 74  | ith.a.....user.provided.alternat | 
| 5c020 |  69 76 65 2e 20 54 68 65 73 65 20 66 75 6e 63 74    69 6f 6e 20 61 72 65 20 69 6e 74 65 6e 64 65 64  | ive..These.function.are.intended | 
| 5c040 |  20 74 6f 20 70 72 6f 76 69 64 65 0a 20 20 20 20    61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 70 61 74  | .to.provide.....a.continuous.pat | 
| 5c060 |  68 20 77 68 65 72 65 20 61 20 73 69 6e 67 6c 65    20 75 6e 64 65 72 6c 79 69 6e 67 20 62 69 74 20  | h.where.a.single.underlying.bit. | 
| 5c080 |  67 65 6e 65 72 61 74 6f 72 20 63 61 6e 20 62 65    0a 20 20 20 20 75 73 65 64 20 62 6f 74 68 20 77  | generator.can.be.....used.both.w | 
| 5c0a0 |  69 74 68 20 61 6e 20 69 6e 73 74 61 6e 63 65 20    6f 66 20 60 60 47 65 6e 65 72 61 74 6f 72 60 60  | ith.an.instance.of.``Generator`` | 
| 5c0c0 |  20 61 6e 64 20 77 69 74 68 20 74 68 65 20 73 69    6e 67 6c 65 74 6f 6e 0a 20 20 20 20 69 6e 73 74  | .and.with.the.singleton.....inst | 
| 5c0e0 |  61 6e 63 65 20 6f 66 20 52 61 6e 64 6f 6d 53 74    61 74 65 2e 0a 0a 20 20 20 20 53 65 65 20 41 6c  | ance.of.RandomState.......See.Al | 
| 5c100 |  73 6f 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 73 65 74 5f 62 69 74 5f 67 65 6e 65  | so.....--------.....set_bit_gene | 
| 5c120 |  72 61 74 6f 72 0a 20 20 20 20 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | rator.....numpy.random.Generator | 
| 5c140 |  0a 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 5c160 |  0a 20 20 20 20 73 65 65 64 28 73 65 65 64 3d 4e    6f 6e 65 29 0a 0a 20 20 20 20 52 65 73 65 65 64  | .....seed(seed=None)......Reseed | 
| 5c180 |  20 74 68 65 20 73 69 6e 67 6c 65 74 6f 6e 20 52    61 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61  | .the.singleton.RandomState.insta | 
| 5c1a0 |  6e 63 65 2e 0a 0a 20 20 20 20 4e 6f 74 65 73 0a    20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 54 68  | nce.......Notes.....-----.....Th | 
| 5c1c0 |  69 73 20 69 73 20 61 20 63 6f 6e 76 65 6e 69 65    6e 63 65 2c 20 6c 65 67 61 63 79 20 66 75 6e 63  | is.is.a.convenience,.legacy.func | 
| 5c1e0 |  74 69 6f 6e 20 74 68 61 74 20 65 78 69 73 74 73    20 74 6f 20 73 75 70 70 6f 72 74 0a 20 20 20 20  | tion.that.exists.to.support..... | 
| 5c200 |  6f 6c 64 65 72 20 63 6f 64 65 20 74 68 61 74 20    75 73 65 73 20 74 68 65 20 73 69 6e 67 6c 65 74  | older.code.that.uses.the.singlet | 
| 5c220 |  6f 6e 20 52 61 6e 64 6f 6d 53 74 61 74 65 2e 20    42 65 73 74 20 70 72 61 63 74 69 63 65 0a 20 20  | on.RandomState..Best.practice... | 
| 5c240 |  20 20 69 73 20 74 6f 20 75 73 65 20 61 20 64 65    64 69 63 61 74 65 64 20 60 60 47 65 6e 65 72 61  | ..is.to.use.a.dedicated.``Genera | 
| 5c260 |  74 6f 72 60 60 20 69 6e 73 74 61 6e 63 65 20 72    61 74 68 65 72 20 74 68 61 6e 0a 20 20 20 20 74  | tor``.instance.rather.than.....t | 
| 5c280 |  68 65 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 74    65 20 67 65 6e 65 72 61 74 69 6f 6e 20 6d 65 74  | he.random.variate.generation.met | 
| 5c2a0 |  68 6f 64 73 20 65 78 70 6f 73 65 64 20 64 69 72    65 63 74 6c 79 20 69 6e 0a 20 20 20 20 74 68 65  | hods.exposed.directly.in.....the | 
| 5c2c0 |  20 72 61 6e 64 6f 6d 20 6d 6f 64 75 6c 65 2e 0a    0a 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20  | .random.module.......See.Also... | 
| 5c2e0 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 6e    75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65  | ..--------.....numpy.random.Gene | 
| 5c300 |  72 61 74 6f 72 0a 20 20 20 20 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | rator........................... | 
| 5c320 |  0a 20 20 20 20 20 20 20 20 70 65 72 6d 75 74 61    74 69 6f 6e 28 78 29 0a 0a 20 20 20 20 20 20 20  | .........permutation(x)......... | 
| 5c340 |  20 52 61 6e 64 6f 6d 6c 79 20 70 65 72 6d 75 74    65 20 61 20 73 65 71 75 65 6e 63 65 2c 20 6f 72  | .Randomly.permute.a.sequence,.or | 
| 5c360 |  20 72 65 74 75 72 6e 20 61 20 70 65 72 6d 75 74    65 64 20 72 61 6e 67 65 2e 0a 0a 20 20 20 20 20  | .return.a.permuted.range........ | 
| 5c380 |  20 20 20 49 66 20 60 78 60 20 69 73 20 61 20 6d    75 6c 74 69 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c  | ...If.`x`.is.a.multi-dimensional | 
| 5c3a0 |  20 61 72 72 61 79 2c 20 69 74 20 69 73 20 6f 6e    6c 79 20 73 68 75 66 66 6c 65 64 20 61 6c 6f 6e  | .array,.it.is.only.shuffled.alon | 
| 5c3c0 |  67 20 69 74 73 0a 20 20 20 20 20 20 20 20 66 69    72 73 74 20 69 6e 64 65 78 2e 0a 0a 20 20 20 20  | g.its.........first.index....... | 
| 5c3e0 |  20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20    20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f  | .......note::.............New.co | 
| 5c400 |  64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68    65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e  | de.should.use.the.............`~ | 
| 5c420 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e    65 72 61 74 6f 72 2e 70 65 72 6d 75 74 61 74 69  | numpy.random.Generator.permutati | 
| 5c440 |  6f 6e 60 0a 20 20 20 20 20 20 20 20 20 20 20 20    6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75  | on`.............method.of.a.`~nu | 
| 5c460 |  6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72    61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69  | mpy.random.Generator`.instance.i | 
| 5c480 |  6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20    20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74  | nstead;.............please.see.t | 
| 5c4a0 |  68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d    71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20  | he.:ref:`random-quick-start`.... | 
| 5c4c0 |  20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72    73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .......Parameters.........------ | 
| 5c4e0 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 78 20 3a    20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69  | ----.........x.:.int.or.array_li | 
| 5c500 |  6b 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 49    66 20 60 78 60 20 69 73 20 61 6e 20 69 6e 74 65  | ke.............If.`x`.is.an.inte | 
| 5c520 |  67 65 72 2c 20 72 61 6e 64 6f 6d 6c 79 20 70 65    72 6d 75 74 65 20 60 60 6e 70 2e 61 72 61 6e 67  | ger,.randomly.permute.``np.arang | 
| 5c540 |  65 28 78 29 60 60 2e 0a 20 20 20 20 20 20 20 20    20 20 20 20 49 66 20 60 78 60 20 69 73 20 61 6e  | e(x)``..............If.`x`.is.an | 
| 5c560 |  20 61 72 72 61 79 2c 20 6d 61 6b 65 20 61 20 63    6f 70 79 20 61 6e 64 20 73 68 75 66 66 6c 65 20  | .array,.make.a.copy.and.shuffle. | 
| 5c580 |  74 68 65 20 65 6c 65 6d 65 6e 74 73 0a 20 20 20    20 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 6c  | the.elements.............randoml | 
| 5c5a0 |  79 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75    72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | y...........Returns.........---- | 
| 5c5c0 |  2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20    3a 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20  | ---.........out.:.ndarray....... | 
| 5c5e0 |  20 20 20 20 20 20 50 65 72 6d 75 74 65 64 20 73    65 71 75 65 6e 63 65 20 6f 72 20 61 72 72 61 79  | ......Permuted.sequence.or.array | 
| 5c600 |  20 72 61 6e 67 65 2e 0a 0a 20 20 20 20 20 20 20    20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20  | .range...........See.Also....... | 
| 5c620 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | ..--------.........random.Genera | 
| 5c640 |  74 6f 72 2e 70 65 72 6d 75 74 61 74 69 6f 6e 3a    20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65  | tor.permutation:.which.should.be | 
| 5c660 |  20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f    64 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61  | .used.for.new.code...........Exa | 
| 5c680 |  6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e  | mples.........--------.........> | 
| 5c6a0 |  3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72    6d 75 74 61 74 69 6f 6e 28 31 30 29 0a 20 20 20  | >>.np.random.permutation(10).... | 
| 5c6c0 |  20 20 20 20 20 61 72 72 61 79 28 5b 31 2c 20 37    2c 20 34 2c 20 33 2c 20 30 2c 20 39 2c 20 32 2c  | .....array([1,.7,.4,.3,.0,.9,.2, | 
| 5c6e0 |  20 35 2c 20 38 2c 20 36 5d 29 20 23 20 72 61 6e    64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | .5,.8,.6]).#.random..........>>> | 
| 5c700 |  20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72 6d 75    74 61 74 69 6f 6e 28 5b 31 2c 20 34 2c 20 39 2c  | .np.random.permutation([1,.4,.9, | 
| 5c720 |  20 31 32 2c 20 31 35 5d 29 0a 20 20 20 20 20 20    20 20 61 72 72 61 79 28 5b 31 35 2c 20 20 31 2c  | .12,.15]).........array([15,..1, | 
| 5c740 |  20 20 39 2c 20 20 34 2c 20 31 32 5d 29 20 23 20    72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20  | ..9,..4,.12]).#.random.......... | 
| 5c760 |  3e 3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61    6e 67 65 28 39 29 2e 72 65 73 68 61 70 65 28 28  | >>>.arr.=.np.arange(9).reshape(( | 
| 5c780 |  33 2c 20 33 29 29 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72  | 3,.3)).........>>>.np.random.per | 
| 5c7a0 |  6d 75 74 61 74 69 6f 6e 28 61 72 72 29 0a 20 20    20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 36 2c  | mutation(arr).........array([[6, | 
| 5c7c0 |  20 37 2c 20 38 5d 2c 20 23 20 72 61 6e 64 6f 6d    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .7,.8],.#.random................ | 
| 5c7e0 |  5b 30 2c 20 31 2c 20 32 5d 2c 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 34 2c  | [0,.1,.2],................[3,.4, | 
| 5c800 |  20 35 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .5]])........................... | 
| 5c820 |  0a 20 20 20 20 20 20 20 20 73 68 75 66 66 6c 65    28 78 29 0a 0a 20 20 20 20 20 20 20 20 4d 6f 64  | .........shuffle(x)..........Mod | 
| 5c840 |  69 66 79 20 61 20 73 65 71 75 65 6e 63 65 20 69    6e 2d 70 6c 61 63 65 20 62 79 20 73 68 75 66 66  | ify.a.sequence.in-place.by.shuff | 
| 5c860 |  6c 69 6e 67 20 69 74 73 20 63 6f 6e 74 65 6e 74    73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 69 73  | ling.its.contents...........This | 
| 5c880 |  20 66 75 6e 63 74 69 6f 6e 20 6f 6e 6c 79 20 73    68 75 66 66 6c 65 73 20 74 68 65 20 61 72 72 61  | .function.only.shuffles.the.arra | 
| 5c8a0 |  79 20 61 6c 6f 6e 67 20 74 68 65 20 66 69 72 73    74 20 61 78 69 73 20 6f 66 20 61 0a 20 20 20 20  | y.along.the.first.axis.of.a..... | 
| 5c8c0 |  20 20 20 20 6d 75 6c 74 69 2d 64 69 6d 65 6e 73    69 6f 6e 61 6c 20 61 72 72 61 79 2e 20 54 68 65  | ....multi-dimensional.array..The | 
| 5c8e0 |  20 6f 72 64 65 72 20 6f 66 20 73 75 62 2d 61 72    72 61 79 73 20 69 73 20 63 68 61 6e 67 65 64 20  | .order.of.sub-arrays.is.changed. | 
| 5c900 |  62 75 74 0a 20 20 20 20 20 20 20 20 74 68 65 69    72 20 63 6f 6e 74 65 6e 74 73 20 72 65 6d 61 69  | but.........their.contents.remai | 
| 5c920 |  6e 73 20 74 68 65 20 73 61 6d 65 2e 0a 0a 20 20    20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a  | ns.the.same..............note::. | 
| 5c940 |  20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20    63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20  | ............New.code.should.use. | 
| 5c960 |  74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73 68 75  | the.`~numpy.random.Generator.shu | 
| 5c980 |  66 66 6c 65 60 0a 20 20 20 20 20 20 20 20 20 20    20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e  | ffle`.............method.of.a.`~ | 
| 5c9a0 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e    65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65  | numpy.random.Generator`.instance | 
| 5c9c0 |  20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20    20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65  | .instead;.............please.see | 
| 5c9e0 |  20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f    6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a  | .the.:ref:`random-quick-start`.. | 
| 5ca00 |  0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74    65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | .........Parameters.........---- | 
| 5ca20 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 78    20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 4d 75  | ------.........x.:.ndarray.or.Mu | 
| 5ca40 |  74 61 62 6c 65 53 65 71 75 65 6e 63 65 0a 20 20    20 20 20 20 20 20 20 20 20 20 54 68 65 20 61 72  | tableSequence.............The.ar | 
| 5ca60 |  72 61 79 2c 20 6c 69 73 74 20 6f 72 20 6d 75 74    61 62 6c 65 20 73 65 71 75 65 6e 63 65 20 74 6f  | ray,.list.or.mutable.sequence.to | 
| 5ca80 |  20 62 65 20 73 68 75 66 66 6c 65 64 2e 0a 0a 20    20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20  | .be.shuffled...........Returns.. | 
| 5caa0 |  20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 4e 6f 6e 65 0a 0a 20 20 20  | .......-------.........None..... | 
| 5cac0 |  20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20  | .....See.Also.........--------.. | 
| 5cae0 |  20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65    6e 65 72 61 74 6f 72 2e 73 68 75 66 66 6c 65 3a  | .......random.Generator.shuffle: | 
| 5cb00 |  20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65    20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f  | .which.should.be.used.for.new.co | 
| 5cb20 |  64 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61    6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | de...........Examples.........-- | 
| 5cb40 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61 6e  | ------.........>>>.arr.=.np.aran | 
| 5cb60 |  67 65 28 31 30 29 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 68 75  | ge(10).........>>>.np.random.shu | 
| 5cb80 |  66 66 6c 65 28 61 72 72 29 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 61 72 72 0a 20 20 20 20 20 20  | ffle(arr).........>>>.arr....... | 
| 5cba0 |  20 20 5b 31 20 37 20 35 20 32 20 39 20 34 20 33    20 36 20 30 20 38 5d 20 23 20 72 61 6e 64 6f 6d  | ..[1.7.5.2.9.4.3.6.0.8].#.random | 
| 5cbc0 |  0a 0a 20 20 20 20 20 20 20 20 4d 75 6c 74 69 2d    64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 72 72 61  | ..........Multi-dimensional.arra | 
| 5cbe0 |  79 73 20 61 72 65 20 6f 6e 6c 79 20 73 68 75 66    66 6c 65 64 20 61 6c 6f 6e 67 20 74 68 65 20 66  | ys.are.only.shuffled.along.the.f | 
| 5cc00 |  69 72 73 74 20 61 78 69 73 3a 0a 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e 70  | irst.axis:..........>>>.arr.=.np | 
| 5cc20 |  2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61    70 65 28 28 33 2c 20 33 29 29 0a 20 20 20 20 20  | .arange(9).reshape((3,.3))...... | 
| 5cc40 |  20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d    2e 73 68 75 66 66 6c 65 28 61 72 72 29 0a 20 20  | ...>>>.np.random.shuffle(arr)... | 
| 5cc60 |  20 20 20 20 20 20 3e 3e 3e 20 61 72 72 0a 20 20    20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 33 2c  | ......>>>.arr.........array([[3, | 
| 5cc80 |  20 34 2c 20 35 5d 2c 20 23 20 72 61 6e 64 6f 6d    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .4,.5],.#.random................ | 
| 5cca0 |  5b 36 2c 20 37 2c 20 38 5d 2c 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 5b 30 2c 20 31 2c  | [6,.7,.8],................[0,.1, | 
| 5ccc0 |  20 32 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .2]])........................... | 
| 5cce0 |  0a 20 20 20 20 20 20 20 20 64 69 72 69 63 68 6c    65 74 28 61 6c 70 68 61 2c 20 73 69 7a 65 3d 4e  | .........dirichlet(alpha,.size=N | 
| 5cd00 |  6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72    61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20  | one)..........Draw.samples.from. | 
| 5cd20 |  74 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69    73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20  | the.Dirichlet.distribution...... | 
| 5cd40 |  20 20 20 20 20 44 72 61 77 20 60 73 69 7a 65 60    20 73 61 6d 70 6c 65 73 20 6f 66 20 64 69 6d 65  | .....Draw.`size`.samples.of.dime | 
| 5cd60 |  6e 73 69 6f 6e 20 6b 20 66 72 6f 6d 20 61 20 44    69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62  | nsion.k.from.a.Dirichlet.distrib | 
| 5cd80 |  75 74 69 6f 6e 2e 20 41 0a 20 20 20 20 20 20 20    20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72  | ution..A.........Dirichlet-distr | 
| 5cda0 |  69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 61    72 69 61 62 6c 65 20 63 61 6e 20 62 65 20 73 65  | ibuted.random.variable.can.be.se | 
| 5cdc0 |  65 6e 20 61 73 20 61 20 6d 75 6c 74 69 76 61 72    69 61 74 65 0a 20 20 20 20 20 20 20 20 67 65 6e  | en.as.a.multivariate.........gen | 
| 5cde0 |  65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 61    20 42 65 74 61 20 64 69 73 74 72 69 62 75 74 69  | eralization.of.a.Beta.distributi | 
| 5ce00 |  6f 6e 2e 20 54 68 65 20 44 69 72 69 63 68 6c 65    74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20  | on..The.Dirichlet.distribution.. | 
| 5ce20 |  20 20 20 20 20 20 20 69 73 20 61 20 63 6f 6e 6a    75 67 61 74 65 20 70 72 69 6f 72 20 6f 66 20 61  | .......is.a.conjugate.prior.of.a | 
| 5ce40 |  20 6d 75 6c 74 69 6e 6f 6d 69 61 6c 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 69 6e 20 42 61 79  | .multinomial.distribution.in.Bay | 
| 5ce60 |  65 73 69 61 6e 0a 20 20 20 20 20 20 20 20 69 6e    66 65 72 65 6e 63 65 2e 0a 0a 20 20 20 20 20 20  | esian.........inference......... | 
| 5ce80 |  20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20    20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65  | .....note::.............New.code | 
| 5cea0 |  20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20    60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47  | .should.use.the.`~numpy.random.G | 
| 5cec0 |  65 6e 65 72 61 74 6f 72 2e 64 69 72 69 63 68 6c    65 74 60 0a 20 20 20 20 20 20 20 20 20 20 20 20  | enerator.dirichlet`............. | 
| 5cee0 |  6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | method.of.a.`~numpy.random.Gener | 
| 5cf00 |  61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69    6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20  | ator`.instance.instead;......... | 
| 5cf20 |  20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74    68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d  | ....please.see.the.:ref:`random- | 
| 5cf40 |  71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20    20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72  | quick-start`...........Parameter | 
| 5cf60 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 6c 70  | s.........----------.........alp | 
| 5cf80 |  68 61 20 3a 20 73 65 71 75 65 6e 63 65 20 6f 66    20 66 6c 6f 61 74 73 2c 20 6c 65 6e 67 74 68 20  | ha.:.sequence.of.floats,.length. | 
| 5cfa0 |  6b 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61    72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64  | k.............Parameter.of.the.d | 
| 5cfc0 |  69 73 74 72 69 62 75 74 69 6f 6e 20 28 6c 65 6e    67 74 68 20 60 60 6b 60 60 20 66 6f 72 20 73 61  | istribution.(length.``k``.for.sa | 
| 5cfe0 |  6d 70 6c 65 20 6f 66 0a 20 20 20 20 20 20 20 20    20 20 20 20 6c 65 6e 67 74 68 20 60 60 6b 60 60  | mple.of.............length.``k`` | 
| 5d000 |  29 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20    3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f  | )..........size.:.int.or.tuple.o | 
| 5d020 |  66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c    0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74  | f.ints,.optional.............Out | 
| 5d040 |  70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74    68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69  | put.shape...If.the.given.shape.i | 
| 5d060 |  73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e    29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20  | s,.e.g.,.``(m,.n)``,.then....... | 
| 5d080 |  20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20    6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20  | ......``m.*.n.*.k``.samples.are. | 
| 5d0a0 |  64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20    69 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63  | drawn...Default.is.None,.in.whic | 
| 5d0c0 |  68 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20    20 20 20 20 20 76 65 63 74 6f 72 20 6f 66 20 6c  | h.case.a.............vector.of.l | 
| 5d0e0 |  65 6e 67 74 68 20 60 60 6b 60 60 20 69 73 20 72    65 74 75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20  | ength.``k``.is.returned......... | 
| 5d100 |  20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | ..Returns.........-------....... | 
| 5d120 |  20 20 73 61 6d 70 6c 65 73 20 3a 20 6e 64 61 72    72 61 79 2c 0a 20 20 20 20 20 20 20 20 20 20 20  | ..samples.:.ndarray,............ | 
| 5d140 |  20 54 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c    65 73 2c 20 6f 66 20 73 68 61 70 65 20 60 60 28  | .The.drawn.samples,.of.shape.``( | 
| 5d160 |  73 69 7a 65 2c 20 6b 29 60 60 2e 0a 0a 20 20 20    20 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20  | size,.k)``...........Raises..... | 
| 5d180 |  20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20  | ....------.........ValueError... | 
| 5d1a0 |  20 20 20 20 20 20 20 20 20 20 49 66 20 61 6e 79    20 76 61 6c 75 65 20 69 6e 20 60 60 61 6c 70 68  | ..........If.any.value.in.``alph | 
| 5d1c0 |  61 60 60 20 69 73 20 6c 65 73 73 20 74 68 61 6e    20 6f 72 20 65 71 75 61 6c 20 74 6f 20 7a 65 72  | a``.is.less.than.or.equal.to.zer | 
| 5d1e0 |  6f 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41    6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | o..........See.Also.........---- | 
| 5d200 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e    64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 64 69  | ----.........random.Generator.di | 
| 5d220 |  72 69 63 68 6c 65 74 3a 20 77 68 69 63 68 20 73    68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f  | richlet:.which.should.be.used.fo | 
| 5d240 |  72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20    20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20  | r.new.code...........Notes...... | 
| 5d260 |  20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 54 68 65 20 44 69 72 69 63 68 6c 65 74 20 64  | ...-----.........The.Dirichlet.d | 
| 5d280 |  69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 76  | istribution.is.a.distribution.ov | 
| 5d2a0 |  65 72 20 76 65 63 74 6f 72 73 0a 20 20 20 20 20    20 20 20 3a 6d 61 74 68 3a 60 78 60 20 74 68 61  | er.vectors.........:math:`x`.tha | 
| 5d2c0 |  74 20 66 75 6c 66 69 6c 20 74 68 65 20 63 6f 6e    64 69 74 69 6f 6e 73 20 3a 6d 61 74 68 3a 60 78  | t.fulfil.the.conditions.:math:`x | 
| 5d2e0 |  5f 69 3e 30 60 20 61 6e 64 0a 20 20 20 20 20 20    20 20 3a 6d 61 74 68 3a 60 5c 73 75 6d 5f 7b 69  | _i>0`.and.........:math:`\sum_{i | 
| 5d300 |  3d 31 7d 5e 6b 20 78 5f 69 20 3d 20 31 60 2e 0a    0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f  | =1}^k.x_i.=.1`...........The.pro | 
| 5d320 |  62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79    20 66 75 6e 63 74 69 6f 6e 20 3a 6d 61 74 68 3a  | bability.density.function.:math: | 
| 5d340 |  60 70 60 20 6f 66 20 61 0a 20 20 20 20 20 20 20    20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72  | `p`.of.a.........Dirichlet-distr | 
| 5d360 |  69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 65    63 74 6f 72 20 3a 6d 61 74 68 3a 60 58 60 20 69  | ibuted.random.vector.:math:`X`.i | 
| 5d380 |  73 0a 20 20 20 20 20 20 20 20 70 72 6f 70 6f 72    74 69 6f 6e 61 6c 20 74 6f 0a 0a 20 20 20 20 20  | s.........proportional.to....... | 
| 5d3a0 |  20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78    29 20 5c 70 72 6f 70 74 6f 20 5c 70 72 6f 64 5f  | ......math::.p(x).\propto.\prod_ | 
| 5d3c0 |  7b 69 3d 31 7d 5e 7b 6b 7d 7b 78 5e 7b 5c 61 6c    70 68 61 5f 69 2d 31 7d 5f 69 7d 2c 0a 0a 20 20  | {i=1}^{k}{x^{\alpha_i-1}_i},.... | 
| 5d3e0 |  20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74    68 3a 60 5c 61 6c 70 68 61 60 20 69 73 20 61 20  | ......where.:math:`\alpha`.is.a. | 
| 5d400 |  76 65 63 74 6f 72 20 63 6f 6e 74 61 69 6e 69 6e    67 20 74 68 65 20 70 6f 73 69 74 69 76 65 0a 20  | vector.containing.the.positive.. | 
| 5d420 |  20 20 20 20 20 20 20 63 6f 6e 63 65 6e 74 72 61    74 69 6f 6e 20 70 61 72 61 6d 65 74 65 72 73 2e  | .......concentration.parameters. | 
| 5d440 |  0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65    74 68 6f 64 20 75 73 65 73 20 74 68 65 20 66 6f  | ..........The.method.uses.the.fo | 
| 5d460 |  6c 6c 6f 77 69 6e 67 20 70 72 6f 70 65 72 74 79    20 66 6f 72 20 63 6f 6d 70 75 74 61 74 69 6f 6e  | llowing.property.for.computation | 
| 5d480 |  3a 20 6c 65 74 20 3a 6d 61 74 68 3a 60 59 60 0a    20 20 20 20 20 20 20 20 62 65 20 61 20 72 61 6e  | :.let.:math:`Y`.........be.a.ran | 
| 5d4a0 |  64 6f 6d 20 76 65 63 74 6f 72 20 77 68 69 63 68    20 68 61 73 20 63 6f 6d 70 6f 6e 65 6e 74 73 20  | dom.vector.which.has.components. | 
| 5d4c0 |  74 68 61 74 20 66 6f 6c 6c 6f 77 20 61 20 73 74    61 6e 64 61 72 64 20 67 61 6d 6d 61 0a 20 20 20  | that.follow.a.standard.gamma.... | 
| 5d4e0 |  20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f    6e 2c 20 74 68 65 6e 20 3a 6d 61 74 68 3a 60 58  | .....distribution,.then.:math:`X | 
| 5d500 |  20 3d 20 5c 66 72 61 63 7b 31 7d 7b 5c 73 75 6d    5f 7b 69 3d 31 7d 5e 6b 7b 59 5f 69 7d 7d 20 59  | .=.\frac{1}{\sum_{i=1}^k{Y_i}}.Y | 
| 5d520 |  60 0a 20 20 20 20 20 20 20 20 69 73 20 44 69 72    69 63 68 6c 65 74 2d 64 69 73 74 72 69 62 75 74  | `.........is.Dirichlet-distribut | 
| 5d540 |  65 64 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65    72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d  | ed..........References.........- | 
| 5d560 |  2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 2e 2e 20 5b 31 5d 20 44 61 76 69 64 20 4d  | ---------............[1].David.M | 
| 5d580 |  63 4b 61 79 2c 20 22 49 6e 66 6f 72 6d 61 74 69    6f 6e 20 54 68 65 6f 72 79 2c 20 49 6e 66 65 72  | cKay,."Information.Theory,.Infer | 
| 5d5a0 |  65 6e 63 65 20 61 6e 64 20 4c 65 61 72 6e 69 6e    67 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | ence.and.Learning............... | 
| 5d5c0 |  20 41 6c 67 6f 72 69 74 68 6d 73 2c 22 20 63 68    61 70 74 65 72 20 32 33 2c 0a 20 20 20 20 20 20  | .Algorithms,".chapter.23,....... | 
| 5d5e0 |  20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f    77 77 77 2e 69 6e 66 65 72 65 6e 63 65 2e 6f 72  | .........http://www.inference.or | 
| 5d600 |  67 2e 75 6b 2f 6d 61 63 6b 61 79 2f 69 74 69 6c    61 2f 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32  | g.uk/mackay/itila/............[2 | 
| 5d620 |  5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 44 69    72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75  | ].Wikipedia,."Dirichlet.distribu | 
| 5d640 |  74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e  | tion",................https://en | 
| 5d660 |  2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77    69 6b 69 2f 44 69 72 69 63 68 6c 65 74 5f 64 69  | .wikipedia.org/wiki/Dirichlet_di | 
| 5d680 |  73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20    20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20  | stribution..........Examples.... | 
| 5d6a0 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 54 61 6b 69 6e 67 20 61 6e 20  | .....--------.........Taking.an. | 
| 5d6c0 |  65 78 61 6d 70 6c 65 20 63 69 74 65 64 20 69 6e    20 57 69 6b 69 70 65 64 69 61 2c 20 74 68 69 73  | example.cited.in.Wikipedia,.this | 
| 5d6e0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61    6e 20 62 65 20 75 73 65 64 20 69 66 0a 20 20 20  | .distribution.can.be.used.if.... | 
| 5d700 |  20 20 20 20 20 6f 6e 65 20 77 61 6e 74 65 64 20    74 6f 20 63 75 74 20 73 74 72 69 6e 67 73 20 28  | .....one.wanted.to.cut.strings.( | 
| 5d720 |  65 61 63 68 20 6f 66 20 69 6e 69 74 69 61 6c 20    6c 65 6e 67 74 68 20 31 2e 30 29 20 69 6e 74 6f  | each.of.initial.length.1.0).into | 
| 5d740 |  20 4b 20 70 69 65 63 65 73 0a 20 20 20 20 20 20    20 20 77 69 74 68 20 64 69 66 66 65 72 65 6e 74  | .K.pieces.........with.different | 
| 5d760 |  20 6c 65 6e 67 74 68 73 2c 20 77 68 65 72 65 20    65 61 63 68 20 70 69 65 63 65 20 68 61 64 2c 20  | .lengths,.where.each.piece.had,. | 
| 5d780 |  6f 6e 20 61 76 65 72 61 67 65 2c 20 61 20 64 65    73 69 67 6e 61 74 65 64 0a 20 20 20 20 20 20 20  | on.average,.a.designated........ | 
| 5d7a0 |  20 61 76 65 72 61 67 65 20 6c 65 6e 67 74 68 2c    20 62 75 74 20 61 6c 6c 6f 77 69 6e 67 20 73 6f  | .average.length,.but.allowing.so | 
| 5d7c0 |  6d 65 20 76 61 72 69 61 74 69 6f 6e 20 69 6e 20    74 68 65 20 72 65 6c 61 74 69 76 65 20 73 69 7a  | me.variation.in.the.relative.siz | 
| 5d7e0 |  65 73 20 6f 66 0a 20 20 20 20 20 20 20 20 74 68    65 20 70 69 65 63 65 73 2e 0a 0a 20 20 20 20 20  | es.of.........the.pieces........ | 
| 5d800 |  20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61    6e 64 6f 6d 2e 64 69 72 69 63 68 6c 65 74 28 28  | ...>>>.s.=.np.random.dirichlet(( | 
| 5d820 |  31 30 2c 20 35 2c 20 33 29 2c 20 32 30 29 2e 74    72 61 6e 73 70 6f 73 65 28 29 0a 0a 20 20 20 20  | 10,.5,.3),.20).transpose()...... | 
| 5d840 |  20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d    61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74  | ....>>>.import.matplotlib.pyplot | 
| 5d860 |  20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 62 61 72 68 28 72 61 6e  | .as.plt.........>>>.plt.barh(ran | 
| 5d880 |  67 65 28 32 30 29 2c 20 73 5b 30 5d 29 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61  | ge(20),.s[0]).........>>>.plt.ba | 
| 5d8a0 |  72 68 28 72 61 6e 67 65 28 32 30 29 2c 20 73 5b    31 5d 2c 20 6c 65 66 74 3d 73 5b 30 5d 2c 20 63  | rh(range(20),.s[1],.left=s[0],.c | 
| 5d8c0 |  6f 6c 6f 72 3d 27 67 27 29 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 70 6c 74 2e 62 61 72 68 28 72  | olor='g').........>>>.plt.barh(r | 
| 5d8e0 |  61 6e 67 65 28 32 30 29 2c 20 73 5b 32 5d 2c 20    6c 65 66 74 3d 73 5b 30 5d 2b 73 5b 31 5d 2c 20  | ange(20),.s[2],.left=s[0]+s[1],. | 
| 5d900 |  63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65  | color='r').........>>>.plt.title | 
| 5d920 |  28 22 4c 65 6e 67 74 68 73 20 6f 66 20 53 74 72    69 6e 67 73 22 29 0a 0a 20 20 20 20 20 20 20 20  | ("Lengths.of.Strings").......... | 
| 5d940 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 5d960 |  0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 6e 6f    6d 69 61 6c 28 6e 2c 20 70 76 61 6c 73 2c 20 73  | .........multinomial(n,.pvals,.s | 
| 5d980 |  69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20    20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20  | ize=None)..........Draw.samples. | 
| 5d9a0 |  66 72 6f 6d 20 61 20 6d 75 6c 74 69 6e 6f 6d 69    61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e  | from.a.multinomial.distribution. | 
| 5d9c0 |  0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 75    6c 74 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69  | ..........The.multinomial.distri | 
| 5d9e0 |  62 75 74 69 6f 6e 20 69 73 20 61 20 6d 75 6c 74    69 76 61 72 69 61 74 65 20 67 65 6e 65 72 61 6c  | bution.is.a.multivariate.general | 
| 5da00 |  69 7a 61 74 69 6f 6e 20 6f 66 20 74 68 65 0a 20    20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 20  | ization.of.the.........binomial. | 
| 5da20 |  64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 54    61 6b 65 20 61 6e 20 65 78 70 65 72 69 6d 65 6e  | distribution...Take.an.experimen | 
| 5da40 |  74 20 77 69 74 68 20 6f 6e 65 20 6f 66 20 60 60    70 60 60 0a 20 20 20 20 20 20 20 20 70 6f 73 73  | t.with.one.of.``p``.........poss | 
| 5da60 |  69 62 6c 65 20 6f 75 74 63 6f 6d 65 73 2e 20 20    41 6e 20 65 78 61 6d 70 6c 65 20 6f 66 20 73 75  | ible.outcomes...An.example.of.su | 
| 5da80 |  63 68 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74    20 69 73 20 74 68 72 6f 77 69 6e 67 20 61 20 64  | ch.an.experiment.is.throwing.a.d | 
| 5daa0 |  69 63 65 2c 0a 20 20 20 20 20 20 20 20 77 68 65    72 65 20 74 68 65 20 6f 75 74 63 6f 6d 65 20 63  | ice,.........where.the.outcome.c | 
| 5dac0 |  61 6e 20 62 65 20 31 20 74 68 72 6f 75 67 68 20    36 2e 20 20 45 61 63 68 20 73 61 6d 70 6c 65 20  | an.be.1.through.6...Each.sample. | 
| 5dae0 |  64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 0a 20    20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74  | drawn.from.the.........distribut | 
| 5db00 |  69 6f 6e 20 72 65 70 72 65 73 65 6e 74 73 20 60    6e 60 20 73 75 63 68 20 65 78 70 65 72 69 6d 65  | ion.represents.`n`.such.experime | 
| 5db20 |  6e 74 73 2e 20 20 49 74 73 20 76 61 6c 75 65 73    2c 0a 20 20 20 20 20 20 20 20 60 60 58 5f 69 20  | nts...Its.values,.........``X_i. | 
| 5db40 |  3d 20 5b 58 5f 30 2c 20 58 5f 31 2c 20 2e 2e 2e    2c 20 58 5f 70 5d 60 60 2c 20 72 65 70 72 65 73  | =.[X_0,.X_1,....,.X_p]``,.repres | 
| 5db60 |  65 6e 74 20 74 68 65 20 6e 75 6d 62 65 72 20 6f    66 20 74 69 6d 65 73 20 74 68 65 0a 20 20 20 20  | ent.the.number.of.times.the..... | 
| 5db80 |  20 20 20 20 6f 75 74 63 6f 6d 65 20 77 61 73 20    60 60 69 60 60 2e 0a 0a 20 20 20 20 20 20 20 20  | ....outcome.was.``i``........... | 
| 5dba0 |  2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20    20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73  | ...note::.............New.code.s | 
| 5dbc0 |  68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e  | hould.use.the.`~numpy.random.Gen | 
| 5dbe0 |  65 72 61 74 6f 72 2e 6d 75 6c 74 69 6e 6f 6d 69    61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20  | erator.multinomial`............. | 
| 5dc00 |  6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | method.of.a.`~numpy.random.Gener | 
| 5dc20 |  61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69    6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20  | ator`.instance.instead;......... | 
| 5dc40 |  20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74    68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d  | ....please.see.the.:ref:`random- | 
| 5dc60 |  71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20    20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72  | quick-start`...........Parameter | 
| 5dc80 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a  | s.........----------.........n.: | 
| 5dca0 |  20 69 6e 74 0a 20 20 20 20 20 20 20 20 20 20 20    20 4e 75 6d 62 65 72 20 6f 66 20 65 78 70 65 72  | .int.............Number.of.exper | 
| 5dcc0 |  69 6d 65 6e 74 73 2e 0a 20 20 20 20 20 20 20 20    70 76 61 6c 73 20 3a 20 73 65 71 75 65 6e 63 65  | iments..........pvals.:.sequence | 
| 5dce0 |  20 6f 66 20 66 6c 6f 61 74 73 2c 20 6c 65 6e 67    74 68 20 70 0a 20 20 20 20 20 20 20 20 20 20 20  | .of.floats,.length.p............ | 
| 5dd00 |  20 50 72 6f 62 61 62 69 6c 69 74 69 65 73 20 6f    66 20 65 61 63 68 20 6f 66 20 74 68 65 20 60 60  | .Probabilities.of.each.of.the.`` | 
| 5dd20 |  70 60 60 20 64 69 66 66 65 72 65 6e 74 20 6f 75    74 63 6f 6d 65 73 2e 20 20 54 68 65 73 65 0a 20  | p``.different.outcomes...These.. | 
| 5dd40 |  20 20 20 20 20 20 20 20 20 20 20 6d 75 73 74 20    73 75 6d 20 74 6f 20 31 20 28 68 6f 77 65 76 65  | ...........must.sum.to.1.(howeve | 
| 5dd60 |  72 2c 20 74 68 65 20 6c 61 73 74 20 65 6c 65 6d    65 6e 74 20 69 73 20 61 6c 77 61 79 73 20 61 73  | r,.the.last.element.is.always.as | 
| 5dd80 |  73 75 6d 65 64 20 74 6f 0a 20 20 20 20 20 20 20    20 20 20 20 20 61 63 63 6f 75 6e 74 20 66 6f 72  | sumed.to.............account.for | 
| 5dda0 |  20 74 68 65 20 72 65 6d 61 69 6e 69 6e 67 20 70    72 6f 62 61 62 69 6c 69 74 79 2c 20 61 73 20 6c  | .the.remaining.probability,.as.l | 
| 5ddc0 |  6f 6e 67 20 61 73 0a 20 20 20 20 20 20 20 20 20    20 20 20 60 60 73 75 6d 28 70 76 61 6c 73 5b 3a  | ong.as.............``sum(pvals[: | 
| 5dde0 |  2d 31 5d 29 20 3c 3d 20 31 29 60 60 2e 0a 20 20    20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74  | -1]).<=.1)``..........size.:.int | 
| 5de00 |  20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74    73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20  | .or.tuple.of.ints,.optional..... | 
| 5de20 |  20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73    68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69  | ........Output.shape...If.the.gi | 
| 5de40 |  76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e    67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60  | ven.shape.is,.e.g.,.``(m,.n,.k)` | 
| 5de60 |  60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20    20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60  | `,.then.............``m.*.n.*.k` | 
| 5de80 |  60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72    61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73  | `.samples.are.drawn...Default.is | 
| 5dea0 |  20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20    63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20 20  | .None,.in.which.case.a.......... | 
| 5dec0 |  20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20    69 73 20 72 65 74 75 72 6e 65 64 2e 0a 0a 20 20  | ...single.value.is.returned..... | 
| 5dee0 |  20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20  | ......Returns.........-------... | 
| 5df00 |  20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72    72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20  | ......out.:.ndarray............. | 
| 5df20 |  54 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c 65    73 2c 20 6f 66 20 73 68 61 70 65 20 2a 73 69 7a  | The.drawn.samples,.of.shape.*siz | 
| 5df40 |  65 2a 2c 20 69 66 20 74 68 61 74 20 77 61 73 20    70 72 6f 76 69 64 65 64 2e 20 20 49 66 20 6e 6f  | e*,.if.that.was.provided...If.no | 
| 5df60 |  74 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 74    68 65 20 73 68 61 70 65 20 69 73 20 60 60 28 4e  | t,.............the.shape.is.``(N | 
| 5df80 |  2c 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 20    20 20 20 49 6e 20 6f 74 68 65 72 20 77 6f 72 64  | ,)``...............In.other.word | 
| 5dfa0 |  73 2c 20 65 61 63 68 20 65 6e 74 72 79 20 60 60    6f 75 74 5b 69 2c 6a 2c 2e 2e 2e 2c 3a 5d 60 60  | s,.each.entry.``out[i,j,...,:]`` | 
| 5dfc0 |  20 69 73 20 61 6e 20 4e 2d 64 69 6d 65 6e 73 69    6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20  | .is.an.N-dimensional............ | 
| 5dfe0 |  20 76 61 6c 75 65 20 64 72 61 77 6e 20 66 72 6f    6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69  | .value.drawn.from.the.distributi | 
| 5e000 |  6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65    20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d  | on...........See.Also.........-- | 
| 5e020 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72    61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e  | ------.........random.Generator. | 
| 5e040 |  6d 75 6c 74 69 6e 6f 6d 69 61 6c 3a 20 77 68 69    63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65  | multinomial:.which.should.be.use | 
| 5e060 |  64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a    0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65  | d.for.new.code...........Example | 
| 5e080 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 54 68 72 6f 77  | s.........--------.........Throw | 
| 5e0a0 |  20 61 20 64 69 63 65 20 32 30 20 74 69 6d 65 73    3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e  | .a.dice.20.times:..........>>>.n | 
| 5e0c0 |  70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74 69 6e 6f    6d 69 61 6c 28 32 30 2c 20 5b 31 2f 36 2e 5d 2a  | p.random.multinomial(20,.[1/6.]* | 
| 5e0e0 |  36 2c 20 73 69 7a 65 3d 31 29 0a 20 20 20 20 20    20 20 20 61 72 72 61 79 28 5b 5b 34 2c 20 31 2c  | 6,.size=1).........array([[4,.1, | 
| 5e100 |  20 37 2c 20 35 2c 20 32 2c 20 31 5d 5d 29 20 23    20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20  | .7,.5,.2,.1]]).#.random......... | 
| 5e120 |  20 49 74 20 6c 61 6e 64 65 64 20 34 20 74 69 6d    65 73 20 6f 6e 20 31 2c 20 6f 6e 63 65 20 6f 6e  | .It.landed.4.times.on.1,.once.on | 
| 5e140 |  20 32 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20    20 20 4e 6f 77 2c 20 74 68 72 6f 77 20 74 68 65  | .2,.etc...........Now,.throw.the | 
| 5e160 |  20 64 69 63 65 20 32 30 20 74 69 6d 65 73 2c 20    61 6e 64 20 32 30 20 74 69 6d 65 73 20 61 67 61  | .dice.20.times,.and.20.times.aga | 
| 5e180 |  69 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 6e 70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74 69  | in:..........>>>.np.random.multi | 
| 5e1a0 |  6e 6f 6d 69 61 6c 28 32 30 2c 20 5b 31 2f 36 2e    5d 2a 36 2c 20 73 69 7a 65 3d 32 29 0a 20 20 20  | nomial(20,.[1/6.]*6,.size=2).... | 
| 5e1c0 |  20 20 20 20 20 61 72 72 61 79 28 5b 5b 33 2c 20    34 2c 20 33 2c 20 33 2c 20 34 2c 20 33 5d 2c 20  | .....array([[3,.4,.3,.3,.4,.3],. | 
| 5e1e0 |  23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 5b 32 2c 20 34 2c 20 33  | #.random................[2,.4,.3 | 
| 5e200 |  2c 20 34 2c 20 30 2c 20 37 5d 5d 29 0a 0a 20 20    20 20 20 20 20 20 46 6f 72 20 74 68 65 20 66 69  | ,.4,.0,.7]])..........For.the.fi | 
| 5e220 |  72 73 74 20 72 75 6e 2c 20 77 65 20 74 68 72 65    77 20 33 20 74 69 6d 65 73 20 31 2c 20 34 20 74  | rst.run,.we.threw.3.times.1,.4.t | 
| 5e240 |  69 6d 65 73 20 32 2c 20 65 74 63 2e 20 20 46 6f    72 20 74 68 65 20 73 65 63 6f 6e 64 2c 0a 20 20  | imes.2,.etc...For.the.second,... | 
| 5e260 |  20 20 20 20 20 20 77 65 20 74 68 72 65 77 20 32    20 74 69 6d 65 73 20 31 2c 20 34 20 74 69 6d 65  | ......we.threw.2.times.1,.4.time | 
| 5e280 |  73 20 32 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20    20 20 20 41 20 6c 6f 61 64 65 64 20 64 69 65 20  | s.2,.etc...........A.loaded.die. | 
| 5e2a0 |  69 73 20 6d 6f 72 65 20 6c 69 6b 65 6c 79 20 74    6f 20 6c 61 6e 64 20 6f 6e 20 6e 75 6d 62 65 72  | is.more.likely.to.land.on.number | 
| 5e2c0 |  20 36 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 6e 70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74 69  | .6:..........>>>.np.random.multi | 
| 5e2e0 |  6e 6f 6d 69 61 6c 28 31 30 30 2c 20 5b 31 2f 37    2e 5d 2a 35 20 2b 20 5b 32 2f 37 2e 5d 29 0a 20  | nomial(100,.[1/7.]*5.+.[2/7.]).. | 
| 5e300 |  20 20 20 20 20 20 20 61 72 72 61 79 28 5b 31 31    2c 20 31 36 2c 20 31 34 2c 20 31 37 2c 20 31 36  | .......array([11,.16,.14,.17,.16 | 
| 5e320 |  2c 20 32 36 5d 29 20 23 20 72 61 6e 64 6f 6d 0a    0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f  | ,.26]).#.random..........The.pro | 
| 5e340 |  62 61 62 69 6c 69 74 79 20 69 6e 70 75 74 73 20    73 68 6f 75 6c 64 20 62 65 20 6e 6f 72 6d 61 6c  | bability.inputs.should.be.normal | 
| 5e360 |  69 7a 65 64 2e 20 41 73 20 61 6e 20 69 6d 70 6c    65 6d 65 6e 74 61 74 69 6f 6e 0a 20 20 20 20 20  | ized..As.an.implementation...... | 
| 5e380 |  20 20 20 64 65 74 61 69 6c 2c 20 74 68 65 20 76    61 6c 75 65 20 6f 66 20 74 68 65 20 6c 61 73 74  | ...detail,.the.value.of.the.last | 
| 5e3a0 |  20 65 6e 74 72 79 20 69 73 20 69 67 6e 6f 72 65    64 20 61 6e 64 20 61 73 73 75 6d 65 64 20 74 6f  | .entry.is.ignored.and.assumed.to | 
| 5e3c0 |  20 74 61 6b 65 0a 20 20 20 20 20 20 20 20 75 70    20 61 6e 79 20 6c 65 66 74 6f 76 65 72 20 70 72  | .take.........up.any.leftover.pr | 
| 5e3e0 |  6f 62 61 62 69 6c 69 74 79 20 6d 61 73 73 2c 20    62 75 74 20 74 68 69 73 20 73 68 6f 75 6c 64 20  | obability.mass,.but.this.should. | 
| 5e400 |  6e 6f 74 20 62 65 20 72 65 6c 69 65 64 20 6f 6e    2e 0a 20 20 20 20 20 20 20 20 41 20 62 69 61 73  | not.be.relied.on..........A.bias | 
| 5e420 |  65 64 20 63 6f 69 6e 20 77 68 69 63 68 20 68 61    73 20 74 77 69 63 65 20 61 73 20 6d 75 63 68 20  | ed.coin.which.has.twice.as.much. | 
| 5e440 |  77 65 69 67 68 74 20 6f 6e 20 6f 6e 65 20 73 69    64 65 20 61 73 20 6f 6e 20 74 68 65 0a 20 20 20  | weight.on.one.side.as.on.the.... | 
| 5e460 |  20 20 20 20 20 6f 74 68 65 72 20 73 68 6f 75 6c    64 20 62 65 20 73 61 6d 70 6c 65 64 20 6c 69 6b  | .....other.should.be.sampled.lik | 
| 5e480 |  65 20 73 6f 3a 0a 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c  | e.so:..........>>>.np.random.mul | 
| 5e4a0 |  74 69 6e 6f 6d 69 61 6c 28 31 30 30 2c 20 5b 31    2e 30 20 2f 20 33 2c 20 32 2e 30 20 2f 20 33 5d  | tinomial(100,.[1.0./.3,.2.0./.3] | 
| 5e4c0 |  29 20 20 23 20 52 49 47 48 54 0a 20 20 20 20 20    20 20 20 61 72 72 61 79 28 5b 33 38 2c 20 36 32  | )..#.RIGHT.........array([38,.62 | 
| 5e4e0 |  5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20    20 20 20 20 20 6e 6f 74 20 6c 69 6b 65 3a 0a 0a  | ]).#.random..........not.like:.. | 
| 5e500 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72    61 6e 64 6f 6d 2e 6d 75 6c 74 69 6e 6f 6d 69 61  | ........>>>.np.random.multinomia | 
| 5e520 |  6c 28 31 30 30 2c 20 5b 31 2e 30 2c 20 32 2e 30    5d 29 20 20 23 20 57 52 4f 4e 47 0a 20 20 20 20  | l(100,.[1.0,.2.0])..#.WRONG..... | 
| 5e540 |  20 20 20 20 54 72 61 63 65 62 61 63 6b 20 28 6d    6f 73 74 20 72 65 63 65 6e 74 20 63 61 6c 6c 20  | ....Traceback.(most.recent.call. | 
| 5e560 |  6c 61 73 74 29 3a 0a 20 20 20 20 20 20 20 20 56    61 6c 75 65 45 72 72 6f 72 3a 20 70 76 61 6c 73  | last):.........ValueError:.pvals | 
| 5e580 |  20 3c 20 30 2c 20 70 76 61 6c 73 20 3e 20 31 20    6f 72 20 70 76 61 6c 73 20 63 6f 6e 74 61 69 6e  | .<.0,.pvals.>.1.or.pvals.contain | 
| 5e5a0 |  73 20 4e 61 4e 73 0a 0a 20 20 20 20 20 20 20 20    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | s.NaNs.......................... | 
| 5e5c0 |  0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 76 61    72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d 65 61  | .........multivariate_normal(mea | 
| 5e5e0 |  6e 2c 20 63 6f 76 2c 20 73 69 7a 65 3d 4e 6f 6e    65 2c 20 63 68 65 63 6b 5f 76 61 6c 69 64 3d 27  | n,.cov,.size=None,.check_valid=' | 
| 5e600 |  77 61 72 6e 27 2c 20 74 6f 6c 3d 31 65 2d 38 29    0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 72  | warn',.tol=1e-8)..........Draw.r | 
| 5e620 |  61 6e 64 6f 6d 20 73 61 6d 70 6c 65 73 20 66 72    6f 6d 20 61 20 6d 75 6c 74 69 76 61 72 69 61 74  | andom.samples.from.a.multivariat | 
| 5e640 |  65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20  | e.normal.distribution........... | 
| 5e660 |  54 68 65 20 6d 75 6c 74 69 76 61 72 69 61 74 65    20 6e 6f 72 6d 61 6c 2c 20 6d 75 6c 74 69 6e 6f  | The.multivariate.normal,.multino | 
| 5e680 |  72 6d 61 6c 20 6f 72 20 47 61 75 73 73 69 61 6e    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73  | rmal.or.Gaussian.distribution.is | 
| 5e6a0 |  20 61 0a 20 20 20 20 20 20 20 20 67 65 6e 65 72    61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 74 68 65  | .a.........generalization.of.the | 
| 5e6c0 |  20 6f 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c    20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75  | .one-dimensional.normal.distribu | 
| 5e6e0 |  74 69 6f 6e 20 74 6f 20 68 69 67 68 65 72 0a 20    20 20 20 20 20 20 20 64 69 6d 65 6e 73 69 6f 6e  | tion.to.higher.........dimension | 
| 5e700 |  73 2e 20 20 53 75 63 68 20 61 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 69 73 20 73 70 65 63 69  | s...Such.a.distribution.is.speci | 
| 5e720 |  66 69 65 64 20 62 79 20 69 74 73 20 6d 65 61 6e    20 61 6e 64 0a 20 20 20 20 20 20 20 20 63 6f 76  | fied.by.its.mean.and.........cov | 
| 5e740 |  61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 2e 20    20 54 68 65 73 65 20 70 61 72 61 6d 65 74 65 72  | ariance.matrix...These.parameter | 
| 5e760 |  73 20 61 72 65 20 61 6e 61 6c 6f 67 6f 75 73 20    74 6f 20 74 68 65 20 6d 65 61 6e 0a 20 20 20 20  | s.are.analogous.to.the.mean..... | 
| 5e780 |  20 20 20 20 28 61 76 65 72 61 67 65 20 6f 72 20    22 63 65 6e 74 65 72 22 29 20 61 6e 64 20 76 61  | ....(average.or."center").and.va | 
| 5e7a0 |  72 69 61 6e 63 65 20 28 73 74 61 6e 64 61 72 64    20 64 65 76 69 61 74 69 6f 6e 2c 20 6f 72 20 22  | riance.(standard.deviation,.or." | 
| 5e7c0 |  77 69 64 74 68 2c 22 0a 20 20 20 20 20 20 20 20    73 71 75 61 72 65 64 29 20 6f 66 20 74 68 65 20  | width,".........squared).of.the. | 
| 5e7e0 |  6f 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20    6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74  | one-dimensional.normal.distribut | 
| 5e800 |  69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e    20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20  | ion..............note::......... | 
| 5e820 |  20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f    75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20  | ....New.code.should.use.the..... | 
| 5e840 |  20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | ........`~numpy.random.Generator | 
| 5e860 |  2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f    72 6d 61 6c 60 0a 20 20 20 20 20 20 20 20 20 20  | .multivariate_normal`........... | 
| 5e880 |  20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e  | ..method.of.a.`~numpy.random.Gen | 
| 5e8a0 |  65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65    20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20  | erator`.instance.instead;....... | 
| 5e8c0 |  20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65    20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f  | ......please.see.the.:ref:`rando | 
| 5e8e0 |  6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a    0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74  | m-quick-start`...........Paramet | 
| 5e900 |  65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d  | ers.........----------.........m | 
| 5e920 |  65 61 6e 20 3a 20 31 2d 44 20 61 72 72 61 79 5f    6c 69 6b 65 2c 20 6f 66 20 6c 65 6e 67 74 68 20  | ean.:.1-D.array_like,.of.length. | 
| 5e940 |  4e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 65    61 6e 20 6f 66 20 74 68 65 20 4e 2d 64 69 6d 65  | N.............Mean.of.the.N-dime | 
| 5e960 |  6e 73 69 6f 6e 61 6c 20 64 69 73 74 72 69 62 75    74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 63 6f  | nsional.distribution..........co | 
| 5e980 |  76 20 3a 20 32 2d 44 20 61 72 72 61 79 5f 6c 69    6b 65 2c 20 6f 66 20 73 68 61 70 65 20 28 4e 2c  | v.:.2-D.array_like,.of.shape.(N, | 
| 5e9a0 |  20 4e 29 0a 20 20 20 20 20 20 20 20 20 20 20 20    43 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69  | .N).............Covariance.matri | 
| 5e9c0 |  78 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2e 20 49 74 20 6d 75 73 74 20 62  | x.of.the.distribution..It.must.b | 
| 5e9e0 |  65 20 73 79 6d 6d 65 74 72 69 63 20 61 6e 64 0a    20 20 20 20 20 20 20 20 20 20 20 20 70 6f 73 69  | e.symmetric.and.............posi | 
| 5ea00 |  74 69 76 65 2d 73 65 6d 69 64 65 66 69 6e 69 74    65 20 66 6f 72 20 70 72 6f 70 65 72 20 73 61 6d  | tive-semidefinite.for.proper.sam | 
| 5ea20 |  70 6c 69 6e 67 2e 0a 20 20 20 20 20 20 20 20 73    69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70  | pling..........size.:.int.or.tup | 
| 5ea40 |  6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69    6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20  | le.of.ints,.optional............ | 
| 5ea60 |  20 47 69 76 65 6e 20 61 20 73 68 61 70 65 20 6f    66 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c 20  | .Given.a.shape.of,.for.example,. | 
| 5ea80 |  60 60 28 6d 2c 6e 2c 6b 29 60 60 2c 20 60 60 6d    2a 6e 2a 6b 60 60 20 73 61 6d 70 6c 65 73 20 61  | ``(m,n,k)``,.``m*n*k``.samples.a | 
| 5eaa0 |  72 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 67    65 6e 65 72 61 74 65 64 2c 20 61 6e 64 20 70 61  | re.............generated,.and.pa | 
| 5eac0 |  63 6b 65 64 20 69 6e 20 61 6e 20 60 6d 60 2d 62    79 2d 60 6e 60 2d 62 79 2d 60 6b 60 20 61 72 72  | cked.in.an.`m`-by-`n`-by-`k`.arr | 
| 5eae0 |  61 6e 67 65 6d 65 6e 74 2e 20 20 42 65 63 61 75    73 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 65  | angement...Because.............e | 
| 5eb00 |  61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 60 4e    60 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 2c 20 74  | ach.sample.is.`N`-dimensional,.t | 
| 5eb20 |  68 65 20 6f 75 74 70 75 74 20 73 68 61 70 65 20    69 73 20 60 60 28 6d 2c 6e 2c 6b 2c 4e 29 60 60  | he.output.shape.is.``(m,n,k,N)`` | 
| 5eb40 |  2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66    20 6e 6f 20 73 68 61 70 65 20 69 73 20 73 70 65  | ..............If.no.shape.is.spe | 
| 5eb60 |  63 69 66 69 65 64 2c 20 61 20 73 69 6e 67 6c 65    20 28 60 4e 60 2d 44 29 20 73 61 6d 70 6c 65 20  | cified,.a.single.(`N`-D).sample. | 
| 5eb80 |  69 73 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 20    20 20 20 20 20 63 68 65 63 6b 5f 76 61 6c 69 64  | is.returned..........check_valid | 
| 5eba0 |  20 3a 20 7b 20 27 77 61 72 6e 27 2c 20 27 72 61    69 73 65 27 2c 20 27 69 67 6e 6f 72 65 27 20 7d  | .:.{.'warn',.'raise',.'ignore'.} | 
| 5ebc0 |  2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20    20 20 20 20 20 20 20 42 65 68 61 76 69 6f 72 20  | ,.optional.............Behavior. | 
| 5ebe0 |  77 68 65 6e 20 74 68 65 20 63 6f 76 61 72 69 61    6e 63 65 20 6d 61 74 72 69 78 20 69 73 20 6e 6f  | when.the.covariance.matrix.is.no | 
| 5ec00 |  74 20 70 6f 73 69 74 69 76 65 20 73 65 6d 69 64    65 66 69 6e 69 74 65 2e 0a 20 20 20 20 20 20 20  | t.positive.semidefinite......... | 
| 5ec20 |  20 74 6f 6c 20 3a 20 66 6c 6f 61 74 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | .tol.:.float,.optional.......... | 
| 5ec40 |  20 20 20 54 6f 6c 65 72 61 6e 63 65 20 77 68 65    6e 20 63 68 65 63 6b 69 6e 67 20 74 68 65 20 73  | ...Tolerance.when.checking.the.s | 
| 5ec60 |  69 6e 67 75 6c 61 72 20 76 61 6c 75 65 73 20 69    6e 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61 74  | ingular.values.in.covariance.mat | 
| 5ec80 |  72 69 78 2e 0a 20 20 20 20 20 20 20 20 20 20 20    20 63 6f 76 20 69 73 20 63 61 73 74 20 74 6f 20  | rix..............cov.is.cast.to. | 
| 5eca0 |  64 6f 75 62 6c 65 20 62 65 66 6f 72 65 20 74 68    65 20 63 68 65 63 6b 2e 0a 0a 20 20 20 20 20 20  | double.before.the.check......... | 
| 5ecc0 |  20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | ..Returns.........-------....... | 
| 5ece0 |  20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 0a    20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20  | ..out.:.ndarray.............The. | 
| 5ed00 |  64 72 61 77 6e 20 73 61 6d 70 6c 65 73 2c 20 6f    66 20 73 68 61 70 65 20 2a 73 69 7a 65 2a 2c 20  | drawn.samples,.of.shape.*size*,. | 
| 5ed20 |  69 66 20 74 68 61 74 20 77 61 73 20 70 72 6f 76    69 64 65 64 2e 20 20 49 66 20 6e 6f 74 2c 0a 20  | if.that.was.provided...If.not,.. | 
| 5ed40 |  20 20 20 20 20 20 20 20 20 20 20 74 68 65 20 73    68 61 70 65 20 69 73 20 60 60 28 4e 2c 29 60 60  | ...........the.shape.is.``(N,)`` | 
| 5ed60 |  2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 49    6e 20 6f 74 68 65 72 20 77 6f 72 64 73 2c 20 65  | ...............In.other.words,.e | 
| 5ed80 |  61 63 68 20 65 6e 74 72 79 20 60 60 6f 75 74 5b    69 2c 6a 2c 2e 2e 2e 2c 3a 5d 60 60 20 69 73 20  | ach.entry.``out[i,j,...,:]``.is. | 
| 5eda0 |  61 6e 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c    0a 20 20 20 20 20 20 20 20 20 20 20 20 76 61 6c  | an.N-dimensional.............val | 
| 5edc0 |  75 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68    65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a  | ue.drawn.from.the.distribution.. | 
| 5ede0 |  0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73    6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .........See.Also.........------ | 
| 5ee00 |  2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f    6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74  | --.........random.Generator.mult | 
| 5ee20 |  69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 3a    20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65  | ivariate_normal:.which.should.be | 
| 5ee40 |  20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f    64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74  | .used.for.new.code...........Not | 
| 5ee60 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65 61  | es.........-----.........The.mea | 
| 5ee80 |  6e 20 69 73 20 61 20 63 6f 6f 72 64 69 6e 61 74    65 20 69 6e 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e  | n.is.a.coordinate.in.N-dimension | 
| 5eea0 |  61 6c 20 73 70 61 63 65 2c 20 77 68 69 63 68 20    72 65 70 72 65 73 65 6e 74 73 20 74 68 65 0a 20  | al.space,.which.represents.the.. | 
| 5eec0 |  20 20 20 20 20 20 20 6c 6f 63 61 74 69 6f 6e 20    77 68 65 72 65 20 73 61 6d 70 6c 65 73 20 61 72  | .......location.where.samples.ar | 
| 5eee0 |  65 20 6d 6f 73 74 20 6c 69 6b 65 6c 79 20 74 6f    20 62 65 20 67 65 6e 65 72 61 74 65 64 2e 20 20  | e.most.likely.to.be.generated... | 
| 5ef00 |  54 68 69 73 20 69 73 0a 20 20 20 20 20 20 20 20    61 6e 61 6c 6f 67 6f 75 73 20 74 6f 20 74 68 65  | This.is.........analogous.to.the | 
| 5ef20 |  20 70 65 61 6b 20 6f 66 20 74 68 65 20 62 65 6c    6c 20 63 75 72 76 65 20 66 6f 72 20 74 68 65 20  | .peak.of.the.bell.curve.for.the. | 
| 5ef40 |  6f 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20    6f 72 0a 20 20 20 20 20 20 20 20 75 6e 69 76 61  | one-dimensional.or.........univa | 
| 5ef60 |  72 69 61 74 65 20 6e 6f 72 6d 61 6c 20 64 69 73    74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20  | riate.normal.distribution....... | 
| 5ef80 |  20 20 20 20 43 6f 76 61 72 69 61 6e 63 65 20 69    6e 64 69 63 61 74 65 73 20 74 68 65 20 6c 65 76  | ....Covariance.indicates.the.lev | 
| 5efa0 |  65 6c 20 74 6f 20 77 68 69 63 68 20 74 77 6f 20    76 61 72 69 61 62 6c 65 73 20 76 61 72 79 20 74  | el.to.which.two.variables.vary.t | 
| 5efc0 |  6f 67 65 74 68 65 72 2e 0a 20 20 20 20 20 20 20    20 46 72 6f 6d 20 74 68 65 20 6d 75 6c 74 69 76  | ogether..........From.the.multiv | 
| 5efe0 |  61 72 69 61 74 65 20 6e 6f 72 6d 61 6c 20 64 69    73 74 72 69 62 75 74 69 6f 6e 2c 20 77 65 20 64  | ariate.normal.distribution,.we.d | 
| 5f000 |  72 61 77 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e 61    6c 0a 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65  | raw.N-dimensional.........sample | 
| 5f020 |  73 2c 20 3a 6d 61 74 68 3a 60 58 20 3d 20 5b 78    5f 31 2c 20 78 5f 32 2c 20 2e 2e 2e 20 78 5f 4e  | s,.:math:`X.=.[x_1,.x_2,.....x_N | 
| 5f040 |  5d 60 2e 20 20 54 68 65 20 63 6f 76 61 72 69 61    6e 63 65 20 6d 61 74 72 69 78 0a 20 20 20 20 20  | ]`...The.covariance.matrix...... | 
| 5f060 |  20 20 20 65 6c 65 6d 65 6e 74 20 3a 6d 61 74 68    3a 60 43 5f 7b 69 6a 7d 60 20 69 73 20 74 68 65  | ...element.:math:`C_{ij}`.is.the | 
| 5f080 |  20 63 6f 76 61 72 69 61 6e 63 65 20 6f 66 20 3a    6d 61 74 68 3a 60 78 5f 69 60 20 61 6e 64 20 3a  | .covariance.of.:math:`x_i`.and.: | 
| 5f0a0 |  6d 61 74 68 3a 60 78 5f 6a 60 2e 0a 20 20 20 20    20 20 20 20 54 68 65 20 65 6c 65 6d 65 6e 74 20  | math:`x_j`..........The.element. | 
| 5f0c0 |  3a 6d 61 74 68 3a 60 43 5f 7b 69 69 7d 60 20 69    73 20 74 68 65 20 76 61 72 69 61 6e 63 65 20 6f  | :math:`C_{ii}`.is.the.variance.o | 
| 5f0e0 |  66 20 3a 6d 61 74 68 3a 60 78 5f 69 60 20 28 69    2e 65 2e 20 69 74 73 0a 20 20 20 20 20 20 20 20  | f.:math:`x_i`.(i.e..its......... | 
| 5f100 |  22 73 70 72 65 61 64 22 29 2e 0a 0a 20 20 20 20    20 20 20 20 49 6e 73 74 65 61 64 20 6f 66 20 73  | "spread")...........Instead.of.s | 
| 5f120 |  70 65 63 69 66 79 69 6e 67 20 74 68 65 20 66 75    6c 6c 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61  | pecifying.the.full.covariance.ma | 
| 5f140 |  74 72 69 78 2c 20 70 6f 70 75 6c 61 72 0a 20 20    20 20 20 20 20 20 61 70 70 72 6f 78 69 6d 61 74  | trix,.popular.........approximat | 
| 5f160 |  69 6f 6e 73 20 69 6e 63 6c 75 64 65 3a 0a 0a 20    20 20 20 20 20 20 20 20 20 2d 20 53 70 68 65 72  | ions.include:............-.Spher | 
| 5f180 |  69 63 61 6c 20 63 6f 76 61 72 69 61 6e 63 65 20    28 60 63 6f 76 60 20 69 73 20 61 20 6d 75 6c 74  | ical.covariance.(`cov`.is.a.mult | 
| 5f1a0 |  69 70 6c 65 20 6f 66 20 74 68 65 20 69 64 65 6e    74 69 74 79 20 6d 61 74 72 69 78 29 0a 20 20 20  | iple.of.the.identity.matrix).... | 
| 5f1c0 |  20 20 20 20 20 20 20 2d 20 44 69 61 67 6f 6e 61    6c 20 63 6f 76 61 72 69 61 6e 63 65 20 28 60 63  | .......-.Diagonal.covariance.(`c | 
| 5f1e0 |  6f 76 60 20 68 61 73 20 6e 6f 6e 2d 6e 65 67 61    74 69 76 65 20 65 6c 65 6d 65 6e 74 73 2c 20 61  | ov`.has.non-negative.elements,.a | 
| 5f200 |  6e 64 20 6f 6e 6c 79 20 6f 6e 0a 20 20 20 20 20    20 20 20 20 20 20 20 74 68 65 20 64 69 61 67 6f  | nd.only.on.............the.diago | 
| 5f220 |  6e 61 6c 29 0a 0a 20 20 20 20 20 20 20 20 54 68    69 73 20 67 65 6f 6d 65 74 72 69 63 61 6c 20 70  | nal)..........This.geometrical.p | 
| 5f240 |  72 6f 70 65 72 74 79 20 63 61 6e 20 62 65 20 73    65 65 6e 20 69 6e 20 74 77 6f 20 64 69 6d 65 6e  | roperty.can.be.seen.in.two.dimen | 
| 5f260 |  73 69 6f 6e 73 20 62 79 20 70 6c 6f 74 74 69 6e    67 0a 20 20 20 20 20 20 20 20 67 65 6e 65 72 61  | sions.by.plotting.........genera | 
| 5f280 |  74 65 64 20 64 61 74 61 2d 70 6f 69 6e 74 73 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65  | ted.data-points:..........>>>.me | 
| 5f2a0 |  61 6e 20 3d 20 5b 30 2c 20 30 5d 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 63 6f 76 20 3d 20 5b 5b  | an.=.[0,.0].........>>>.cov.=.[[ | 
| 5f2c0 |  31 2c 20 30 5d 2c 20 5b 30 2c 20 31 30 30 5d 5d    20 20 23 20 64 69 61 67 6f 6e 61 6c 20 63 6f 76  | 1,.0],.[0,.100]]..#.diagonal.cov | 
| 5f2e0 |  61 72 69 61 6e 63 65 0a 0a 20 20 20 20 20 20 20    20 44 69 61 67 6f 6e 61 6c 20 63 6f 76 61 72 69  | ariance..........Diagonal.covari | 
| 5f300 |  61 6e 63 65 20 6d 65 61 6e 73 20 74 68 61 74 20    70 6f 69 6e 74 73 20 61 72 65 20 6f 72 69 65 6e  | ance.means.that.points.are.orien | 
| 5f320 |  74 65 64 20 61 6c 6f 6e 67 20 78 20 6f 72 20 79    2d 61 78 69 73 3a 0a 0a 20 20 20 20 20 20 20 20  | ted.along.x.or.y-axis:.......... | 
| 5f340 |  3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c    6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20  | >>>.import.matplotlib.pyplot.as. | 
| 5f360 |  70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    78 2c 20 79 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d  | plt.........>>>.x,.y.=.np.random | 
| 5f380 |  2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f    72 6d 61 6c 28 6d 65 61 6e 2c 20 63 6f 76 2c 20  | .multivariate_normal(mean,.cov,. | 
| 5f3a0 |  35 30 30 30 29 2e 54 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 2c 20  | 5000).T.........>>>.plt.plot(x,. | 
| 5f3c0 |  79 2c 20 27 78 27 29 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 61 78 69 73 28 27 65 71  | y,.'x').........>>>.plt.axis('eq | 
| 5f3e0 |  75 61 6c 27 29 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20  | ual').........>>>.plt.show().... | 
| 5f400 |  20 20 20 20 20 20 4e 6f 74 65 20 74 68 61 74 20    74 68 65 20 63 6f 76 61 72 69 61 6e 63 65 20 6d  | ......Note.that.the.covariance.m | 
| 5f420 |  61 74 72 69 78 20 6d 75 73 74 20 62 65 20 70 6f    73 69 74 69 76 65 20 73 65 6d 69 64 65 66 69 6e  | atrix.must.be.positive.semidefin | 
| 5f440 |  69 74 65 20 28 61 2e 6b 2e 61 2e 0a 20 20 20 20    20 20 20 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2d  | ite.(a.k.a..........nonnegative- | 
| 5f460 |  64 65 66 69 6e 69 74 65 29 2e 20 4f 74 68 65 72    77 69 73 65 2c 20 74 68 65 20 62 65 68 61 76 69  | definite)..Otherwise,.the.behavi | 
| 5f480 |  6f 72 20 6f 66 20 74 68 69 73 20 6d 65 74 68 6f    64 20 69 73 0a 20 20 20 20 20 20 20 20 75 6e 64  | or.of.this.method.is.........und | 
| 5f4a0 |  65 66 69 6e 65 64 20 61 6e 64 20 62 61 63 6b 77    61 72 64 73 20 63 6f 6d 70 61 74 69 62 69 6c 69  | efined.and.backwards.compatibili | 
| 5f4c0 |  74 79 20 69 73 20 6e 6f 74 20 67 75 61 72 61 6e    74 65 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52  | ty.is.not.guaranteed...........R | 
| 5f4e0 |  65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | eferences.........----------.... | 
| 5f500 |  20 20 20 20 20 2e 2e 20 5b 31 5d 20 50 61 70 6f    75 6c 69 73 2c 20 41 2e 2c 20 22 50 72 6f 62 61  | ........[1].Papoulis,.A.,."Proba | 
| 5f520 |  62 69 6c 69 74 79 2c 20 52 61 6e 64 6f 6d 20 56    61 72 69 61 62 6c 65 73 2c 20 61 6e 64 20 53 74  | bility,.Random.Variables,.and.St | 
| 5f540 |  6f 63 68 61 73 74 69 63 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 50 72 6f 63 65 73 73 65  | ochastic................Processe | 
| 5f560 |  73 2c 22 20 33 72 64 20 65 64 2e 2c 20 4e 65 77    20 59 6f 72 6b 3a 20 4d 63 47 72 61 77 2d 48 69  | s,".3rd.ed.,.New.York:.McGraw-Hi | 
| 5f580 |  6c 6c 2c 20 31 39 39 31 2e 0a 20 20 20 20 20 20    20 20 2e 2e 20 5b 32 5d 20 44 75 64 61 2c 20 52  | ll,.1991.............[2].Duda,.R | 
| 5f5a0 |  2e 20 4f 2e 2c 20 48 61 72 74 2c 20 50 2e 20 45    2e 2c 20 61 6e 64 20 53 74 6f 72 6b 2c 20 44 2e  | ..O.,.Hart,.P..E.,.and.Stork,.D. | 
| 5f5c0 |  20 47 2e 2c 20 22 50 61 74 74 65 72 6e 0a 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 43 6c 61  | .G.,."Pattern................Cla | 
| 5f5e0 |  73 73 69 66 69 63 61 74 69 6f 6e 2c 22 20 32 6e    64 20 65 64 2e 2c 20 4e 65 77 20 59 6f 72 6b 3a  | ssification,".2nd.ed.,.New.York: | 
| 5f600 |  20 57 69 6c 65 79 2c 20 32 30 30 31 2e 0a 0a 20    20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a  | .Wiley,.2001...........Examples. | 
| 5f620 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61  | ........--------.........>>>.mea | 
| 5f640 |  6e 20 3d 20 28 31 2c 20 32 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 63 6f 76 20 3d 20 5b 5b 31  | n.=.(1,.2).........>>>.cov.=.[[1 | 
| 5f660 |  2c 20 30 5d 2c 20 5b 30 2c 20 31 5d 5d 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70  | ,.0],.[0,.1]].........>>>.x.=.np | 
| 5f680 |  2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74 69 76 61 72    69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d 65 61 6e  | .random.multivariate_normal(mean | 
| 5f6a0 |  2c 20 63 6f 76 2c 20 28 33 2c 20 33 29 29 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 78 2e 73 68 61  | ,.cov,.(3,.3)).........>>>.x.sha | 
| 5f6c0 |  70 65 0a 20 20 20 20 20 20 20 20 28 33 2c 20 33    2c 20 32 29 0a 0a 20 20 20 20 20 20 20 20 48 65  | pe.........(3,.3,.2)..........He | 
| 5f6e0 |  72 65 20 77 65 20 67 65 6e 65 72 61 74 65 20 38    30 30 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20  | re.we.generate.800.samples.from. | 
| 5f700 |  74 68 65 20 62 69 76 61 72 69 61 74 65 20 6e 6f    72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f  | the.bivariate.normal.distributio | 
| 5f720 |  6e 0a 20 20 20 20 20 20 20 20 77 69 74 68 20 6d    65 61 6e 20 5b 30 2c 20 30 5d 20 61 6e 64 20 63  | n.........with.mean.[0,.0].and.c | 
| 5f740 |  6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78    20 5b 5b 36 2c 20 2d 33 5d 2c 20 5b 2d 33 2c 20  | ovariance.matrix.[[6,.-3],.[-3,. | 
| 5f760 |  33 2e 35 5d 5d 2e 20 20 54 68 65 0a 20 20 20 20    20 20 20 20 65 78 70 65 63 74 65 64 20 76 61 72  | 3.5]]...The.........expected.var | 
| 5f780 |  69 61 6e 63 65 73 20 6f 66 20 74 68 65 20 66 69    72 73 74 20 61 6e 64 20 73 65 63 6f 6e 64 20 63  | iances.of.the.first.and.second.c | 
| 5f7a0 |  6f 6d 70 6f 6e 65 6e 74 73 20 6f 66 20 74 68 65    20 73 61 6d 70 6c 65 0a 20 20 20 20 20 20 20 20  | omponents.of.the.sample......... | 
| 5f7c0 |  61 72 65 20 36 20 61 6e 64 20 33 2e 35 2c 20 72    65 73 70 65 63 74 69 76 65 6c 79 2c 20 61 6e 64  | are.6.and.3.5,.respectively,.and | 
| 5f7e0 |  20 74 68 65 20 65 78 70 65 63 74 65 64 20 63 6f    72 72 65 6c 61 74 69 6f 6e 0a 20 20 20 20 20 20  | .the.expected.correlation....... | 
| 5f800 |  20 20 63 6f 65 66 66 69 63 69 65 6e 74 20 69 73    20 2d 33 2f 73 71 72 74 28 36 2a 33 2e 35 29 20  | ..coefficient.is.-3/sqrt(6*3.5). | 
| 5f820 |  e2 89 88 20 2d 30 2e 36 35 34 36 35 2e 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 76 20 3d  | ....-0.65465...........>>>.cov.= | 
| 5f840 |  20 6e 70 2e 61 72 72 61 79 28 5b 5b 36 2c 20 2d    33 5d 2c 20 5b 2d 33 2c 20 33 2e 35 5d 5d 29 0a  | .np.array([[6,.-3],.[-3,.3.5]]). | 
| 5f860 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 70 74 73 20    3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74  | ........>>>.pts.=.np.random.mult | 
| 5f880 |  69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28    5b 30 2c 20 30 5d 2c 20 63 6f 76 2c 20 73 69 7a  | ivariate_normal([0,.0],.cov,.siz | 
| 5f8a0 |  65 3d 38 30 30 29 0a 0a 20 20 20 20 20 20 20 20    43 68 65 63 6b 20 74 68 61 74 20 74 68 65 20 6d  | e=800)..........Check.that.the.m | 
| 5f8c0 |  65 61 6e 2c 20 63 6f 76 61 72 69 61 6e 63 65 2c    20 61 6e 64 20 63 6f 72 72 65 6c 61 74 69 6f 6e  | ean,.covariance,.and.correlation | 
| 5f8e0 |  20 63 6f 65 66 66 69 63 69 65 6e 74 20 6f 66 20    74 68 65 0a 20 20 20 20 20 20 20 20 73 61 6d 70  | .coefficient.of.the.........samp | 
| 5f900 |  6c 65 20 61 72 65 20 63 6c 6f 73 65 20 74 6f 20    74 68 65 20 65 78 70 65 63 74 65 64 20 76 61 6c  | le.are.close.to.the.expected.val | 
| 5f920 |  75 65 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 70 74 73 2e 6d 65 61 6e 28 61 78 69 73 3d  | ues:..........>>>.pts.mean(axis= | 
| 5f940 |  30 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79    28 5b 20 30 2e 30 33 32 36 39 31 31 20 2c 20 2d  | 0).........array([.0.0326911.,.- | 
| 5f960 |  30 2e 30 31 32 38 30 37 38 32 5d 29 20 20 23 20    6d 61 79 20 76 61 72 79 0a 20 20 20 20 20 20 20  | 0.01280782])..#.may.vary........ | 
| 5f980 |  20 3e 3e 3e 20 6e 70 2e 63 6f 76 28 70 74 73 2e    54 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79  | .>>>.np.cov(pts.T).........array | 
| 5f9a0 |  28 5b 5b 20 35 2e 39 36 32 30 32 33 39 37 2c 20    2d 32 2e 38 35 36 30 32 32 38 37 5d 2c 0a 20 20  | ([[.5.96202397,.-2.85602287],... | 
| 5f9c0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 5b 2d 32    2e 38 35 36 30 32 32 38 37 2c 20 20 33 2e 34 37  | .............[-2.85602287,..3.47 | 
| 5f9e0 |  36 31 33 39 34 39 5d 5d 29 20 20 23 20 6d 61 79    20 76 61 72 79 0a 20 20 20 20 20 20 20 20 3e 3e  | 613949]])..#.may.vary.........>> | 
| 5fa00 |  3e 20 6e 70 2e 63 6f 72 72 63 6f 65 66 28 70 74    73 2e 54 29 5b 30 2c 20 31 5d 0a 20 20 20 20 20  | >.np.corrcoef(pts.T)[0,.1]...... | 
| 5fa20 |  20 20 20 2d 30 2e 36 32 37 33 35 39 31 33 31 34    36 30 33 39 34 39 20 20 23 20 6d 61 79 20 76 61  | ...-0.6273591314603949..#.may.va | 
| 5fa40 |  72 79 0a 0a 20 20 20 20 20 20 20 20 57 65 20 63    61 6e 20 76 69 73 75 61 6c 69 7a 65 20 74 68 69  | ry..........We.can.visualize.thi | 
| 5fa60 |  73 20 64 61 74 61 20 77 69 74 68 20 61 20 73 63    61 74 74 65 72 20 70 6c 6f 74 2e 20 20 54 68 65  | s.data.with.a.scatter.plot...The | 
| 5fa80 |  20 6f 72 69 65 6e 74 61 74 69 6f 6e 0a 20 20 20    20 20 20 20 20 6f 66 20 74 68 65 20 70 6f 69 6e  | .orientation.........of.the.poin | 
| 5faa0 |  74 20 63 6c 6f 75 64 20 69 6c 6c 75 73 74 72 61    74 65 73 20 74 68 65 20 6e 65 67 61 74 69 76 65  | t.cloud.illustrates.the.negative | 
| 5fac0 |  20 63 6f 72 72 65 6c 61 74 69 6f 6e 20 6f 66 20    74 68 65 0a 20 20 20 20 20 20 20 20 63 6f 6d 70  | .correlation.of.the.........comp | 
| 5fae0 |  6f 6e 65 6e 74 73 20 6f 66 20 74 68 69 73 20 73    61 6d 70 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20  | onents.of.this.sample........... | 
| 5fb00 |  3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c    6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20  | >>>.import.matplotlib.pyplot.as. | 
| 5fb20 |  70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    70 6c 74 2e 70 6c 6f 74 28 70 74 73 5b 3a 2c 20  | plt.........>>>.plt.plot(pts[:,. | 
| 5fb40 |  30 5d 2c 20 70 74 73 5b 3a 2c 20 31 5d 2c 20 27    2e 27 2c 20 61 6c 70 68 61 3d 30 2e 35 29 0a 20  | 0],.pts[:,.1],.'.',.alpha=0.5).. | 
| 5fb60 |  20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 61    78 69 73 28 27 65 71 75 61 6c 27 29 0a 20 20 20  | .......>>>.plt.axis('equal').... | 
| 5fb80 |  20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 67 72 69    64 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .....>>>.plt.grid().........>>>. | 
| 5fba0 |  70 6c 74 2e 73 68 6f 77 28 29 0a 20 20 20 20 20    20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00  | plt.show()...................... | 
| 5fbc0 |  0a 20 20 20 20 20 20 20 20 6c 6f 67 73 65 72 69    65 73 28 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29  | .........logseries(p,.size=None) | 
| 5fbe0 |  0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73    61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f  | ..........Draw.samples.from.a.lo | 
| 5fc00 |  67 61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73    20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a  | garithmic.series.distribution... | 
| 5fc20 |  20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20    61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61  | ........Samples.are.drawn.from.a | 
| 5fc40 |  20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70  | .log.series.distribution.with.sp | 
| 5fc60 |  65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 20    73 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 2c  | ecified.........shape.parameter, | 
| 5fc80 |  20 30 20 3c 3d 20 60 60 70 60 60 20 3c 20 31 2e    0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74  | .0.<=.``p``.<.1..............not | 
| 5fca0 |  65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20    4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20  | e::.............New.code.should. | 
| 5fcc0 |  75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | use.the.`~numpy.random.Generator | 
| 5fce0 |  2e 6c 6f 67 73 65 72 69 65 73 60 0a 20 20 20 20    20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f  | .logseries`.............method.o | 
| 5fd00 |  66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e  | f.a.`~numpy.random.Generator`.in | 
| 5fd20 |  73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a    20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61  | stance.instead;.............plea | 
| 5fd40 |  73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a    60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74  | se.see.the.:ref:`random-quick-st | 
| 5fd60 |  61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50    61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20  | art`...........Parameters....... | 
| 5fd80 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f  | ..----------.........p.:.float.o | 
| 5fda0 |  72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20    66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20  | r.array_like.of.floats.......... | 
| 5fdc0 |  20 20 20 53 68 61 70 65 20 70 61 72 61 6d 65 74    65 72 20 66 6f 72 20 74 68 65 20 64 69 73 74 72  | ...Shape.parameter.for.the.distr | 
| 5fde0 |  69 62 75 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62    65 20 69 6e 20 74 68 65 20 72 61 6e 67 65 20 5b  | ibution...Must.be.in.the.range.[ | 
| 5fe00 |  30 2c 20 31 29 2e 0a 20 20 20 20 20 20 20 20 73    69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70  | 0,.1)..........size.:.int.or.tup | 
| 5fe20 |  6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69    6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20  | le.of.ints,.optional............ | 
| 5fe40 |  20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20    49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61  | .Output.shape...If.the.given.sha | 
| 5fe60 |  70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28    6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e  | pe.is,.e.g.,.``(m,.n,.k)``,.then | 
| 5fe80 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d    20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c  | .............``m.*.n.*.k``.sampl | 
| 5fea0 |  65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49    66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65  | es.are.drawn...If.size.is.``None | 
| 5fec0 |  60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20    20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67  | ``.(default),.............a.sing | 
| 5fee0 |  6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75    72 6e 65 64 20 69 66 20 60 60 70 60 60 20 69 73  | le.value.is.returned.if.``p``.is | 
| 5ff00 |  20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65    72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20  | .a.scalar...Otherwise,.......... | 
| 5ff20 |  20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 70 29    2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20  | ...``np.array(p).size``.samples. | 
| 5ff40 |  61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20    20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20  | are.drawn...........Returns..... | 
| 5ff60 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61  | ....-------.........out.:.ndarra | 
| 5ff80 |  79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20    20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61  | y.or.scalar.............Drawn.sa | 
| 5ffa0 |  6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70    61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67  | mples.from.the.parameterized.log | 
| 5ffc0 |  61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73 20    64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20  | arithmic.series.distribution.... | 
| 5ffe0 |  20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | .......See.Also.........-------- | 
| 60000 |  0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73    74 61 74 73 2e 6c 6f 67 73 65 72 20 3a 20 70 72  | .........scipy.stats.logser.:.pr | 
| 60020 |  6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74    79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74  | obability.density.function,.dist | 
| 60040 |  72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20    20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69  | ribution.or.............cumulati | 
| 60060 |  76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74    69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 20  | ve.density.function,.etc........ | 
| 60080 |  20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74    6f 72 2e 6c 6f 67 73 65 72 69 65 73 3a 20 77 68  | ..random.Generator.logseries:.wh | 
| 600a0 |  69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73    65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e  | ich.should.be.used.for.new.code. | 
| 600c0 |  0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20  | ..........Notes.........-----... | 
| 600e0 |  20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62    69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f  | ......The.probability.density.fo | 
| 60100 |  72 20 74 68 65 20 4c 6f 67 20 53 65 72 69 65 73    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73  | r.the.Log.Series.distribution.is | 
| 60120 |  0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74    68 3a 3a 20 50 28 6b 29 20 3d 20 5c 66 72 61 63  | .............math::.P(k).=.\frac | 
| 60140 |  7b 2d 70 5e 6b 7d 7b 6b 20 5c 6c 6e 28 31 2d 70    29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65  | {-p^k}{k.\ln(1-p)},..........whe | 
| 60160 |  72 65 20 70 20 3d 20 70 72 6f 62 61 62 69 6c 69    74 79 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65  | re.p.=.probability...........The | 
| 60180 |  20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 69 73 20 66 72 65 71  | .log.series.distribution.is.freq | 
| 601a0 |  75 65 6e 74 6c 79 20 75 73 65 64 20 74 6f 20 72    65 70 72 65 73 65 6e 74 20 73 70 65 63 69 65 73  | uently.used.to.represent.species | 
| 601c0 |  0a 20 20 20 20 20 20 20 20 72 69 63 68 6e 65 73    73 20 61 6e 64 20 6f 63 63 75 72 72 65 6e 63 65  | .........richness.and.occurrence | 
| 601e0 |  2c 20 66 69 72 73 74 20 70 72 6f 70 6f 73 65 64    20 62 79 20 46 69 73 68 65 72 2c 20 43 6f 72 62  | ,.first.proposed.by.Fisher,.Corb | 
| 60200 |  65 74 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20    57 69 6c 6c 69 61 6d 73 20 69 6e 20 31 39 34 33  | et,.and.........Williams.in.1943 | 
| 60220 |  20 5b 32 5d 2e 20 20 49 74 20 6d 61 79 20 61 6c    73 6f 20 62 65 20 75 73 65 64 20 74 6f 20 6d 6f  | .[2]...It.may.also.be.used.to.mo | 
| 60240 |  64 65 6c 20 74 68 65 20 6e 75 6d 62 65 72 73 20    6f 66 0a 20 20 20 20 20 20 20 20 6f 63 63 75 70  | del.the.numbers.of.........occup | 
| 60260 |  61 6e 74 73 20 73 65 65 6e 20 69 6e 20 63 61 72    73 20 5b 33 5d 2e 0a 0a 20 20 20 20 20 20 20 20  | ants.seen.in.cars.[3]........... | 
| 60280 |  52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20    20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20  | References.........----------... | 
| 602a0 |  20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 75 7a    61 73 2c 20 4d 61 72 74 69 6e 20 41 2e 3b 20 43  | .........[1].Buzas,.Martin.A.;.C | 
| 602c0 |  75 6c 76 65 72 2c 20 53 74 65 70 68 65 6e 20 4a    2e 2c 20 20 55 6e 64 65 72 73 74 61 6e 64 69 6e  | ulver,.Stephen.J.,..Understandin | 
| 602e0 |  67 20 72 65 67 69 6f 6e 61 6c 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 73 70 65 63 69 65  | g.regional................specie | 
| 60300 |  73 20 64 69 76 65 72 73 69 74 79 20 74 68 72 6f    75 67 68 20 74 68 65 20 6c 6f 67 20 73 65 72 69  | s.diversity.through.the.log.seri | 
| 60320 |  65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20    6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | es.distribution.of.............. | 
| 60340 |  20 20 6f 63 63 75 72 72 65 6e 63 65 73 3a 20 42    49 4f 44 49 56 45 52 53 49 54 59 20 52 45 53 45  | ..occurrences:.BIODIVERSITY.RESE | 
| 60360 |  41 52 43 48 20 44 69 76 65 72 73 69 74 79 20 26    20 44 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 0a  | ARCH.Diversity.&.Distributions,. | 
| 60380 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 56    6f 6c 75 6d 65 20 35 2c 20 4e 75 6d 62 65 72 20  | ...............Volume.5,.Number. | 
| 603a0 |  35 2c 20 53 65 70 74 65 6d 62 65 72 20 31 39 39    39 20 2c 20 70 70 2e 20 31 38 37 2d 31 39 35 28  | 5,.September.1999.,.pp..187-195( | 
| 603c0 |  39 29 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b    32 5d 20 46 69 73 68 65 72 2c 20 52 2e 41 2c 2c  | 9).............[2].Fisher,.R.A,, | 
| 603e0 |  20 41 2e 53 2e 20 43 6f 72 62 65 74 2c 20 61 6e    64 20 43 2e 42 2e 20 57 69 6c 6c 69 61 6d 73 2e  | .A.S..Corbet,.and.C.B..Williams. | 
| 60400 |  20 31 39 34 33 2e 20 54 68 65 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 72 65 6c 61 74 69  | .1943..The................relati | 
| 60420 |  6f 6e 20 62 65 74 77 65 65 6e 20 74 68 65 20 6e    75 6d 62 65 72 20 6f 66 20 73 70 65 63 69 65 73  | on.between.the.number.of.species | 
| 60440 |  20 61 6e 64 20 74 68 65 20 6e 75 6d 62 65 72 20    6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | .and.the.number.of.............. | 
| 60460 |  20 20 69 6e 64 69 76 69 64 75 61 6c 73 20 69 6e    20 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65  | ..individuals.in.a.random.sample | 
| 60480 |  20 6f 66 20 61 6e 20 61 6e 69 6d 61 6c 20 70 6f    70 75 6c 61 74 69 6f 6e 2e 0a 20 20 20 20 20 20  | .of.an.animal.population........ | 
| 604a0 |  20 20 20 20 20 20 20 20 20 4a 6f 75 72 6e 61 6c    20 6f 66 20 41 6e 69 6d 61 6c 20 45 63 6f 6c 6f  | .........Journal.of.Animal.Ecolo | 
| 604c0 |  67 79 2c 20 31 32 3a 34 32 2d 35 38 2e 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 44 2e 20  | gy,.12:42-58.............[3].D.. | 
| 604e0 |  4a 2e 20 48 61 6e 64 2c 20 46 2e 20 44 61 6c 79    2c 20 44 2e 20 4c 75 6e 6e 2c 20 45 2e 20 4f 73  | J..Hand,.F..Daly,.D..Lunn,.E..Os | 
| 60500 |  74 72 6f 77 73 6b 69 2c 20 41 20 48 61 6e 64 62    6f 6f 6b 20 6f 66 20 53 6d 61 6c 6c 0a 20 20 20  | trowski,.A.Handbook.of.Small.... | 
| 60520 |  20 20 20 20 20 20 20 20 20 20 20 20 44 61 74 61    20 53 65 74 73 2c 20 43 52 43 20 50 72 65 73 73  | ............Data.Sets,.CRC.Press | 
| 60540 |  2c 20 31 39 39 34 2e 0a 20 20 20 20 20 20 20 20    2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61  | ,.1994.............[4].Wikipedia | 
| 60560 |  2c 20 22 4c 6f 67 61 72 69 74 68 6d 69 63 20 64    69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20  | ,."Logarithmic.distribution",... | 
| 60580 |  20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74    70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69  | .............https://en.wikipedi | 
| 605a0 |  61 2e 6f 72 67 2f 77 69 6b 69 2f 4c 6f 67 61 72    69 74 68 6d 69 63 5f 64 69 73 74 72 69 62 75 74  | a.org/wiki/Logarithmic_distribut | 
| 605c0 |  69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61    6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | ion..........Examples.........-- | 
| 605e0 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44    72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d  | ------.........Draw.samples.from | 
| 60600 |  20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f    6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .the.distribution:..........>>>. | 
| 60620 |  61 20 3d 20 2e 36 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d  | a.=..6.........>>>.s.=.np.random | 
| 60640 |  2e 6c 6f 67 73 65 72 69 65 73 28 61 2c 20 31 30    30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | .logseries(a,.10000).........>>> | 
| 60660 |  20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c    69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74  | .import.matplotlib.pyplot.as.plt | 
| 60680 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75    6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65  | .........>>>.count,.bins,.ignore | 
| 606a0 |  64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 29 0a    0a 20 20 20 20 20 20 20 20 23 20 20 20 70 6c 6f  | d.=.plt.hist(s)..........#...plo | 
| 606c0 |  74 20 61 67 61 69 6e 73 74 20 64 69 73 74 72 69    62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20  | t.against.distribution.......... | 
| 606e0 |  3e 3e 3e 20 64 65 66 20 6c 6f 67 73 65 72 69 65    73 28 6b 2c 20 70 29 3a 0a 20 20 20 20 20 20 20  | >>>.def.logseries(k,.p):........ | 
| 60700 |  20 2e 2e 2e 20 20 20 20 20 72 65 74 75 72 6e 20    2d 70 2a 2a 6b 2f 28 6b 2a 6e 70 2e 6c 6f 67 28  | .........return.-p**k/(k*np.log( | 
| 60720 |  31 2d 70 29 29 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c  | 1-p)).........>>>.plt.plot(bins, | 
| 60740 |  20 6c 6f 67 73 65 72 69 65 73 28 62 69 6e 73 2c    20 61 29 2a 63 6f 75 6e 74 2e 6d 61 78 28 29 2f  | .logseries(bins,.a)*count.max()/ | 
| 60760 |  0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20    20 20 20 20 20 20 6c 6f 67 73 65 72 69 65 73 28  | ......................logseries( | 
| 60780 |  62 69 6e 73 2c 20 61 29 2e 6d 61 78 28 29 2c 20    27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | bins,.a).max(),.'r').........>>> | 
| 607a0 |  20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20    20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00  | .plt.show()..................... | 
| 607c0 |  0a 20 20 20 20 20 20 20 20 68 79 70 65 72 67 65    6f 6d 65 74 72 69 63 28 6e 67 6f 6f 64 2c 20 6e  | .........hypergeometric(ngood,.n | 
| 607e0 |  62 61 64 2c 20 6e 73 61 6d 70 6c 65 2c 20 73 69    7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20  | bad,.nsample,.size=None)........ | 
| 60800 |  20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66    72 6f 6d 20 61 20 48 79 70 65 72 67 65 6f 6d 65  | ..Draw.samples.from.a.Hypergeome | 
| 60820 |  74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f    6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70  | tric.distribution...........Samp | 
| 60840 |  6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72    6f 6d 20 61 20 68 79 70 65 72 67 65 6f 6d 65 74  | les.are.drawn.from.a.hypergeomet | 
| 60860 |  72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e    20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a  | ric.distribution.with.specified. | 
| 60880 |  20 20 20 20 20 20 20 20 70 61 72 61 6d 65 74 65    72 73 2c 20 60 6e 67 6f 6f 64 60 20 28 77 61 79  | ........parameters,.`ngood`.(way | 
| 608a0 |  73 20 74 6f 20 6d 61 6b 65 20 61 20 67 6f 6f 64    20 73 65 6c 65 63 74 69 6f 6e 29 2c 20 60 6e 62  | s.to.make.a.good.selection),.`nb | 
| 608c0 |  61 64 60 20 28 77 61 79 73 20 74 6f 20 6d 61 6b    65 0a 20 20 20 20 20 20 20 20 61 20 62 61 64 20  | ad`.(ways.to.make.........a.bad. | 
| 608e0 |  73 65 6c 65 63 74 69 6f 6e 29 2c 20 61 6e 64 20    60 6e 73 61 6d 70 6c 65 60 20 28 6e 75 6d 62 65  | selection),.and.`nsample`.(numbe | 
| 60900 |  72 20 6f 66 20 69 74 65 6d 73 20 73 61 6d 70 6c    65 64 2c 20 77 68 69 63 68 20 69 73 20 6c 65 73  | r.of.items.sampled,.which.is.les | 
| 60920 |  73 0a 20 20 20 20 20 20 20 20 74 68 61 6e 20 6f    72 20 65 71 75 61 6c 20 74 6f 20 74 68 65 20 73  | s.........than.or.equal.to.the.s | 
| 60940 |  75 6d 20 60 60 6e 67 6f 6f 64 20 2b 20 6e 62 61    64 60 60 29 2e 0a 0a 20 20 20 20 20 20 20 20 2e  | um.``ngood.+.nbad``)............ | 
| 60960 |  2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20    20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68  | ..note::.............New.code.sh | 
| 60980 |  6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20    20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79  | ould.use.the.............`~numpy | 
| 609a0 |  2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f    72 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63  | .random.Generator.hypergeometric | 
| 609c0 |  60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65    74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70  | `.............method.of.a.`~nump | 
| 609e0 |  79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74    6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73  | y.random.Generator`.instance.ins | 
| 60a00 |  74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20    20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65  | tead;.............please.see.the | 
| 60a20 |  20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75    69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20  | .:ref:`random-quick-start`...... | 
| 60a40 |  20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | .....Parameters.........-------- | 
| 60a60 |  2d 2d 0a 20 20 20 20 20 20 20 20 6e 67 6f 6f 64    20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f  | --.........ngood.:.int.or.array_ | 
| 60a80 |  6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20    20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20  | like.of.ints.............Number. | 
| 60aa0 |  6f 66 20 77 61 79 73 20 74 6f 20 6d 61 6b 65 20    61 20 67 6f 6f 64 20 73 65 6c 65 63 74 69 6f 6e  | of.ways.to.make.a.good.selection | 
| 60ac0 |  2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65    67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20  | ...Must.be.nonnegative.......... | 
| 60ae0 |  6e 62 61 64 20 3a 20 69 6e 74 20 6f 72 20 61 72    72 61 79 5f 6c 69 6b 65 20 6f 66 20 69 6e 74 73  | nbad.:.int.or.array_like.of.ints | 
| 60b00 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d    62 65 72 20 6f 66 20 77 61 79 73 20 74 6f 20 6d  | .............Number.of.ways.to.m | 
| 60b20 |  61 6b 65 20 61 20 62 61 64 20 73 65 6c 65 63 74    69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f  | ake.a.bad.selection...Must.be.no | 
| 60b40 |  6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20    20 20 20 6e 73 61 6d 70 6c 65 20 3a 20 69 6e 74  | nnegative..........nsample.:.int | 
| 60b60 |  20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f    66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20  | .or.array_like.of.ints.......... | 
| 60b80 |  20 20 20 4e 75 6d 62 65 72 20 6f 66 20 69 74 65    6d 73 20 73 61 6d 70 6c 65 64 2e 20 20 4d 75 73  | ...Number.of.items.sampled...Mus | 
| 60ba0 |  74 20 62 65 20 61 74 20 6c 65 61 73 74 20 31 20    61 6e 64 20 61 74 20 6d 6f 73 74 0a 20 20 20 20  | t.be.at.least.1.and.at.most..... | 
| 60bc0 |  20 20 20 20 20 20 20 20 60 60 6e 67 6f 6f 64 20    2b 20 6e 62 61 64 60 60 2e 0a 20 20 20 20 20 20  | ........``ngood.+.nbad``........ | 
| 60be0 |  20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20    74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f  | ..size.:.int.or.tuple.of.ints,.o | 
| 60c00 |  70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20    20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65  | ptional.............Output.shape | 
| 60c20 |  2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20    73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20  | ...If.the.given.shape.is,.e.g.,. | 
| 60c40 |  60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74    68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20  | ``(m,.n,.k)``,.then............. | 
| 60c60 |  60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61    6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e  | ``m.*.n.*.k``.samples.are.drawn. | 
| 60c80 |  20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e    6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c  | ..If.size.is.``None``.(default), | 
| 60ca0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73    69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72  | .............a.single.value.is.r | 
| 60cc0 |  65 74 75 72 6e 65 64 20 69 66 20 60 6e 67 6f 6f    64 60 2c 20 60 6e 62 61 64 60 2c 20 61 6e 64 20  | eturned.if.`ngood`,.`nbad`,.and. | 
| 60ce0 |  60 6e 73 61 6d 70 6c 65 60 0a 20 20 20 20 20 20    20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63  | `nsample`.............are.all.sc | 
| 60d00 |  61 6c 61 72 73 2e 20 20 4f 74 68 65 72 77 69 73    65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73  | alars...Otherwise,.``np.broadcas | 
| 60d20 |  74 28 6e 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e    73 61 6d 70 6c 65 29 2e 73 69 7a 65 60 60 0a 20  | t(ngood,.nbad,.nsample).size``.. | 
| 60d40 |  20 20 20 20 20 20 20 20 20 20 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20  | ...........samples.are.drawn.... | 
| 60d60 |  20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20  | .......Returns.........-------.. | 
| 60d80 |  20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61    72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20  | .......out.:.ndarray.or.scalar.. | 
| 60da0 |  20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68  | ...........Drawn.samples.from.th | 
| 60dc0 |  65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20    68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64  | e.parameterized.hypergeometric.d | 
| 60de0 |  69 73 74 72 69 62 75 74 69 6f 6e 2e 20 45 61 63    68 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 61  | istribution..Each.............sa | 
| 60e00 |  6d 70 6c 65 20 69 73 20 74 68 65 20 6e 75 6d 62    65 72 20 6f 66 20 67 6f 6f 64 20 69 74 65 6d 73  | mple.is.the.number.of.good.items | 
| 60e20 |  20 77 69 74 68 69 6e 20 61 20 72 61 6e 64 6f 6d    6c 79 20 73 65 6c 65 63 74 65 64 20 73 75 62 73  | .within.a.randomly.selected.subs | 
| 60e40 |  65 74 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20    20 20 73 69 7a 65 20 60 6e 73 61 6d 70 6c 65 60  | et.of.............size.`nsample` | 
| 60e60 |  20 74 61 6b 65 6e 20 66 72 6f 6d 20 61 20 73 65    74 20 6f 66 20 60 6e 67 6f 6f 64 60 20 67 6f 6f  | .taken.from.a.set.of.`ngood`.goo | 
| 60e80 |  64 20 69 74 65 6d 73 20 61 6e 64 20 60 6e 62 61    64 60 20 62 61 64 20 69 74 65 6d 73 2e 0a 0a 20  | d.items.and.`nbad`.bad.items.... | 
| 60ea0 |  20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | .......See.Also.........-------- | 
| 60ec0 |  0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73    74 61 74 73 2e 68 79 70 65 72 67 65 6f 6d 20 3a  | .........scipy.stats.hypergeom.: | 
| 60ee0 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e    73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64  | .probability.density.function,.d | 
| 60f00 |  69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20    20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c  | istribution.or.............cumul | 
| 60f20 |  61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75    6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20  | ative.density.function,.etc..... | 
| 60f40 |  20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 2e 68 79 70 65 72 67 65 6f 6d 65  | .....random.Generator.hypergeome | 
| 60f60 |  74 72 69 63 3a 20 77 68 69 63 68 20 73 68 6f 75    6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e  | tric:.which.should.be.used.for.n | 
| 60f80 |  65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20    20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20  | ew.code...........Notes......... | 
| 60fa0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68    65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65  | -----.........The.probability.de | 
| 60fc0 |  6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 48 79    70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73  | nsity.for.the.Hypergeometric.dis | 
| 60fe0 |  74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20    20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20  | tribution.is.............math::. | 
| 61000 |  50 28 78 29 20 3d 20 5c 66 72 61 63 7b 5c 62 69    6e 6f 6d 7b 67 7d 7b 78 7d 5c 62 69 6e 6f 6d 7b  | P(x).=.\frac{\binom{g}{x}\binom{ | 
| 61020 |  62 7d 7b 6e 2d 78 7d 7d 7b 5c 62 69 6e 6f 6d 7b    67 2b 62 7d 7b 6e 7d 7d 2c 0a 0a 20 20 20 20 20  | b}{n-x}}{\binom{g+b}{n}},....... | 
| 61040 |  20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60    30 20 5c 6c 65 20 78 20 5c 6c 65 20 6e 60 20 61  | ...where.:math:`0.\le.x.\le.n`.a | 
| 61060 |  6e 64 20 3a 6d 61 74 68 3a 60 6e 2d 62 20 5c 6c    65 20 78 20 5c 6c 65 20 67 60 0a 0a 20 20 20 20  | nd.:math:`n-b.\le.x.\le.g`...... | 
| 61080 |  20 20 20 20 66 6f 72 20 50 28 78 29 20 74 68 65    20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20  | ....for.P(x).the.probability.of. | 
| 610a0 |  60 60 78 60 60 20 67 6f 6f 64 20 72 65 73 75 6c    74 73 20 69 6e 20 74 68 65 20 64 72 61 77 6e 20  | ``x``.good.results.in.the.drawn. | 
| 610c0 |  73 61 6d 70 6c 65 2c 0a 20 20 20 20 20 20 20 20    67 20 3d 20 60 6e 67 6f 6f 64 60 2c 20 62 20 3d  | sample,.........g.=.`ngood`,.b.= | 
| 610e0 |  20 60 6e 62 61 64 60 2c 20 61 6e 64 20 6e 20 3d    20 60 6e 73 61 6d 70 6c 65 60 2e 0a 0a 20 20 20  | .`nbad`,.and.n.=.`nsample`...... | 
| 61100 |  20 20 20 20 20 43 6f 6e 73 69 64 65 72 20 61 6e    20 75 72 6e 20 77 69 74 68 20 62 6c 61 63 6b 20  | .....Consider.an.urn.with.black. | 
| 61120 |  61 6e 64 20 77 68 69 74 65 20 6d 61 72 62 6c 65    73 20 69 6e 20 69 74 2c 20 60 6e 67 6f 6f 64 60  | and.white.marbles.in.it,.`ngood` | 
| 61140 |  20 6f 66 20 74 68 65 6d 0a 20 20 20 20 20 20 20    20 61 72 65 20 62 6c 61 63 6b 20 61 6e 64 20 60  | .of.them.........are.black.and.` | 
| 61160 |  6e 62 61 64 60 20 61 72 65 20 77 68 69 74 65 2e    20 49 66 20 79 6f 75 20 64 72 61 77 20 60 6e 73  | nbad`.are.white..If.you.draw.`ns | 
| 61180 |  61 6d 70 6c 65 60 20 62 61 6c 6c 73 20 77 69 74    68 6f 75 74 0a 20 20 20 20 20 20 20 20 72 65 70  | ample`.balls.without.........rep | 
| 611a0 |  6c 61 63 65 6d 65 6e 74 2c 20 74 68 65 6e 20 74    68 65 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69  | lacement,.then.the.hypergeometri | 
| 611c0 |  63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 64    65 73 63 72 69 62 65 73 20 74 68 65 0a 20 20 20  | c.distribution.describes.the.... | 
| 611e0 |  20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 6f 66 20 62 6c 61 63 6b 20 62 61 6c 6c 73  | .....distribution.of.black.balls | 
| 61200 |  20 69 6e 20 74 68 65 20 64 72 61 77 6e 20 73 61    6d 70 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e  | .in.the.drawn.sample...........N | 
| 61220 |  6f 74 65 20 74 68 61 74 20 74 68 69 73 20 64 69    73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 76 65  | ote.that.this.distribution.is.ve | 
| 61240 |  72 79 20 73 69 6d 69 6c 61 72 20 74 6f 20 74 68    65 20 62 69 6e 6f 6d 69 61 6c 0a 20 20 20 20 20  | ry.similar.to.the.binomial...... | 
| 61260 |  20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c    20 65 78 63 65 70 74 20 74 68 61 74 20 69 6e 20  | ...distribution,.except.that.in. | 
| 61280 |  74 68 69 73 20 63 61 73 65 2c 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 20 77 69 74  | this.case,.samples.are.drawn.wit | 
| 612a0 |  68 6f 75 74 0a 20 20 20 20 20 20 20 20 72 65 70    6c 61 63 65 6d 65 6e 74 2c 20 77 68 65 72 65 61  | hout.........replacement,.wherea | 
| 612c0 |  73 20 69 6e 20 74 68 65 20 42 69 6e 6f 6d 69 61    6c 20 63 61 73 65 20 73 61 6d 70 6c 65 73 20 61  | s.in.the.Binomial.case.samples.a | 
| 612e0 |  72 65 20 64 72 61 77 6e 20 77 69 74 68 0a 20 20    20 20 20 20 20 20 72 65 70 6c 61 63 65 6d 65 6e  | re.drawn.with.........replacemen | 
| 61300 |  74 20 28 6f 72 20 74 68 65 20 73 61 6d 70 6c 65    20 73 70 61 63 65 20 69 73 20 69 6e 66 69 6e 69  | t.(or.the.sample.space.is.infini | 
| 61320 |  74 65 29 2e 20 41 73 20 74 68 65 20 73 61 6d 70    6c 65 20 73 70 61 63 65 0a 20 20 20 20 20 20 20  | te)..As.the.sample.space........ | 
| 61340 |  20 62 65 63 6f 6d 65 73 20 6c 61 72 67 65 2c 20    74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f  | .becomes.large,.this.distributio | 
| 61360 |  6e 20 61 70 70 72 6f 61 63 68 65 73 20 74 68 65    20 62 69 6e 6f 6d 69 61 6c 2e 0a 0a 20 20 20 20  | n.approaches.the.binomial....... | 
| 61380 |  20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d  | ....References.........--------- | 
| 613a0 |  2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d    20 4c 65 6e 74 6e 65 72 2c 20 4d 61 72 76 69 6e  | -............[1].Lentner,.Marvin | 
| 613c0 |  2c 20 22 45 6c 65 6d 65 6e 74 61 72 79 20 41 70    70 6c 69 65 64 20 53 74 61 74 69 73 74 69 63 73  | ,."Elementary.Applied.Statistics | 
| 613e0 |  22 2c 20 42 6f 67 64 65 6e 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 61 6e 64 20 51 75 69  | ",.Bogden................and.Qui | 
| 61400 |  67 6c 65 79 2c 20 31 39 37 32 2e 0a 20 20 20 20    20 20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73  | gley,.1972.............[2].Weiss | 
| 61420 |  74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 48    79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 44 69  | tein,.Eric.W.."Hypergeometric.Di | 
| 61440 |  73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f    6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | stribution.".From............... | 
| 61460 |  20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f    6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72  | .MathWorld--A.Wolfram.Web.Resour | 
| 61480 |  63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f  | ce.................http://mathwo | 
| 614a0 |  72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f    48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 44 69  | rld.wolfram.com/HypergeometricDi | 
| 614c0 |  73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a    20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57  | stribution.html............[3].W | 
| 614e0 |  69 6b 69 70 65 64 69 61 2c 20 22 48 79 70 65 72    67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69  | ikipedia,."Hypergeometric.distri | 
| 61500 |  62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f  | bution",................https:// | 
| 61520 |  65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67    2f 77 69 6b 69 2f 48 79 70 65 72 67 65 6f 6d 65  | en.wikipedia.org/wiki/Hypergeome | 
| 61540 |  74 72 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f    6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70  | tric_distribution..........Examp | 
| 61560 |  6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61  | les.........--------.........Dra | 
| 61580 |  77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74    68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a  | w.samples.from.the.distribution: | 
| 615a0 |  0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 67    6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70  | ..........>>>.ngood,.nbad,.nsamp | 
| 615c0 |  20 3d 20 31 30 30 2c 20 32 2c 20 31 30 0a 20 20    20 20 20 20 20 20 23 20 6e 75 6d 62 65 72 20 6f  | .=.100,.2,.10.........#.number.o | 
| 615e0 |  66 20 67 6f 6f 64 2c 20 6e 75 6d 62 65 72 20 6f    66 20 62 61 64 2c 20 61 6e 64 20 6e 75 6d 62 65  | f.good,.number.of.bad,.and.numbe | 
| 61600 |  72 20 6f 66 20 73 61 6d 70 6c 65 73 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e  | r.of.samples.........>>>.s.=.np. | 
| 61620 |  72 61 6e 64 6f 6d 2e 68 79 70 65 72 67 65 6f 6d    65 74 72 69 63 28 6e 67 6f 6f 64 2c 20 6e 62 61  | random.hypergeometric(ngood,.nba | 
| 61640 |  64 2c 20 6e 73 61 6d 70 2c 20 31 30 30 30 29 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d  | d,.nsamp,.1000).........>>>.from | 
| 61660 |  20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c    6f 74 20 69 6d 70 6f 72 74 20 68 69 73 74 0a 20  | .matplotlib.pyplot.import.hist.. | 
| 61680 |  20 20 20 20 20 20 20 3e 3e 3e 20 68 69 73 74 28    73 29 0a 20 20 20 20 20 20 20 20 23 20 20 20 6e  | .......>>>.hist(s).........#...n | 
| 616a0 |  6f 74 65 20 74 68 61 74 20 69 74 20 69 73 20 76    65 72 79 20 75 6e 6c 69 6b 65 6c 79 20 74 6f 20  | ote.that.it.is.very.unlikely.to. | 
| 616c0 |  67 72 61 62 20 62 6f 74 68 20 62 61 64 20 69 74    65 6d 73 0a 0a 20 20 20 20 20 20 20 20 53 75 70  | grab.both.bad.items..........Sup | 
| 616e0 |  70 6f 73 65 20 79 6f 75 20 68 61 76 65 20 61 6e    20 75 72 6e 20 77 69 74 68 20 31 35 20 77 68 69  | pose.you.have.an.urn.with.15.whi | 
| 61700 |  74 65 20 61 6e 64 20 31 35 20 62 6c 61 63 6b 20    6d 61 72 62 6c 65 73 2e 0a 20 20 20 20 20 20 20  | te.and.15.black.marbles......... | 
| 61720 |  20 49 66 20 79 6f 75 20 70 75 6c 6c 20 31 35 20    6d 61 72 62 6c 65 73 20 61 74 20 72 61 6e 64 6f  | .If.you.pull.15.marbles.at.rando | 
| 61740 |  6d 2c 20 68 6f 77 20 6c 69 6b 65 6c 79 20 69 73    20 69 74 20 74 68 61 74 0a 20 20 20 20 20 20 20  | m,.how.likely.is.it.that........ | 
| 61760 |  20 31 32 20 6f 72 20 6d 6f 72 65 20 6f 66 20 74    68 65 6d 20 61 72 65 20 6f 6e 65 20 63 6f 6c 6f  | .12.or.more.of.them.are.one.colo | 
| 61780 |  72 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 68 79  | r?..........>>>.s.=.np.random.hy | 
| 617a0 |  70 65 72 67 65 6f 6d 65 74 72 69 63 28 31 35 2c    20 31 35 2c 20 31 35 2c 20 31 30 30 30 30 30 29  | pergeometric(15,.15,.15,.100000) | 
| 617c0 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 75 6d    28 73 3e 3d 31 32 29 2f 31 30 30 30 30 30 2e 20  | .........>>>.sum(s>=12)/100000.. | 
| 617e0 |  2b 20 73 75 6d 28 73 3c 3d 33 29 2f 31 30 30 30    30 30 2e 0a 20 20 20 20 20 20 20 20 23 20 20 20  | +.sum(s<=3)/100000..........#... | 
| 61800 |  61 6e 73 77 65 72 20 3d 20 30 2e 30 30 33 20 2e    2e 2e 20 70 72 65 74 74 79 20 75 6e 6c 69 6b 65  | answer.=.0.003.....pretty.unlike | 
| 61820 |  6c 79 21 0a 0a 20 20 20 20 20 20 20 20 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ly!............................. | 
| 61840 |  0a 20 20 20 20 20 20 20 20 67 65 6f 6d 65 74 72    69 63 28 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29  | .........geometric(p,.size=None) | 
| 61860 |  0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73    61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20  | ..........Draw.samples.from.the. | 
| 61880 |  67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69    62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20  | geometric.distribution.......... | 
| 618a0 |  20 42 65 72 6e 6f 75 6c 6c 69 20 74 72 69 61 6c    73 20 61 72 65 20 65 78 70 65 72 69 6d 65 6e 74  | .Bernoulli.trials.are.experiment | 
| 618c0 |  73 20 77 69 74 68 20 6f 6e 65 20 6f 66 20 74 77    6f 20 6f 75 74 63 6f 6d 65 73 3a 0a 20 20 20 20  | s.with.one.of.two.outcomes:..... | 
| 618e0 |  20 20 20 20 73 75 63 63 65 73 73 20 6f 72 20 66    61 69 6c 75 72 65 20 28 61 6e 20 65 78 61 6d 70  | ....success.or.failure.(an.examp | 
| 61900 |  6c 65 20 6f 66 20 73 75 63 68 20 61 6e 20 65 78    70 65 72 69 6d 65 6e 74 20 69 73 20 66 6c 69 70  | le.of.such.an.experiment.is.flip | 
| 61920 |  70 69 6e 67 0a 20 20 20 20 20 20 20 20 61 20 63    6f 69 6e 29 2e 20 20 54 68 65 20 67 65 6f 6d 65  | ping.........a.coin)...The.geome | 
| 61940 |  74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 6d 6f 64 65 6c 73 20 74 68 65 20 6e 75 6d  | tric.distribution.models.the.num | 
| 61960 |  62 65 72 20 6f 66 20 74 72 69 61 6c 73 0a 20 20    20 20 20 20 20 20 74 68 61 74 20 6d 75 73 74 20  | ber.of.trials.........that.must. | 
| 61980 |  62 65 20 72 75 6e 20 69 6e 20 6f 72 64 65 72 20    74 6f 20 61 63 68 69 65 76 65 20 73 75 63 63 65  | be.run.in.order.to.achieve.succe | 
| 619a0 |  73 73 2e 20 20 49 74 20 69 73 20 74 68 65 72 65    66 6f 72 65 0a 20 20 20 20 20 20 20 20 73 75 70  | ss...It.is.therefore.........sup | 
| 619c0 |  70 6f 72 74 65 64 20 6f 6e 20 74 68 65 20 70 6f    73 69 74 69 76 65 20 69 6e 74 65 67 65 72 73 2c  | ported.on.the.positive.integers, | 
| 619e0 |  20 60 60 6b 20 3d 20 31 2c 20 32 2c 20 2e 2e 2e    60 60 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65  | .``k.=.1,.2,....``...........The | 
| 61a00 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 73    73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68  | .probability.mass.function.of.th | 
| 61a20 |  65 20 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20  | e.geometric.distribution.is..... | 
| 61a40 |  20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 66    28 6b 29 20 3d 20 28 31 20 2d 20 70 29 5e 7b 6b  | ........math::.f(k).=.(1.-.p)^{k | 
| 61a60 |  20 2d 20 31 7d 20 70 0a 0a 20 20 20 20 20 20 20    20 77 68 65 72 65 20 60 70 60 20 69 73 20 74 68  | .-.1}.p..........where.`p`.is.th | 
| 61a80 |  65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66    20 73 75 63 63 65 73 73 20 6f 66 20 61 6e 20 69  | e.probability.of.success.of.an.i | 
| 61aa0 |  6e 64 69 76 69 64 75 61 6c 20 74 72 69 61 6c 2e    0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74  | ndividual.trial..............not | 
| 61ac0 |  65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20    4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20  | e::.............New.code.should. | 
| 61ae0 |  75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | use.the.`~numpy.random.Generator | 
| 61b00 |  2e 67 65 6f 6d 65 74 72 69 63 60 0a 20 20 20 20    20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f  | .geometric`.............method.o | 
| 61b20 |  66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e  | f.a.`~numpy.random.Generator`.in | 
| 61b40 |  73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a    20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61  | stance.instead;.............plea | 
| 61b60 |  73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a    60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74  | se.see.the.:ref:`random-quick-st | 
| 61b80 |  61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50    61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20  | art`...........Parameters....... | 
| 61ba0 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f  | ..----------.........p.:.float.o | 
| 61bc0 |  72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20    66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20  | r.array_like.of.floats.......... | 
| 61be0 |  20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69    74 79 20 6f 66 20 73 75 63 63 65 73 73 20 6f 66  | ...The.probability.of.success.of | 
| 61c00 |  20 61 6e 20 69 6e 64 69 76 69 64 75 61 6c 20 74    72 69 61 6c 2e 0a 20 20 20 20 20 20 20 20 73 69  | .an.individual.trial..........si | 
| 61c20 |  7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c    65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f  | ze.:.int.or.tuple.of.ints,.optio | 
| 61c40 |  6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20    4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49  | nal.............Output.shape...I | 
| 61c60 |  66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70    65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d  | f.the.given.shape.is,.e.g.,.``(m | 
| 61c80 |  2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a    20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20  | ,.n,.k)``,.then.............``m. | 
| 61ca0 |  2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65    73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66  | *.n.*.k``.samples.are.drawn...If | 
| 61cc0 |  20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60    60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20  | .size.is.``None``.(default),.... | 
| 61ce0 |  20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c    65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72  | .........a.single.value.is.retur | 
| 61d00 |  6e 65 64 20 69 66 20 60 60 70 60 60 20 69 73 20    61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72  | ned.if.``p``.is.a.scalar...Other | 
| 61d20 |  77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20    20 20 60 60 6e 70 2e 61 72 72 61 79 28 70 29 2e  | wise,.............``np.array(p). | 
| 61d40 |  73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61    72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20  | size``.samples.are.drawn........ | 
| 61d60 |  20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20    20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | ...Returns.........-------...... | 
| 61d80 |  20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79    20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20  | ...out.:.ndarray.or.scalar...... | 
| 61da0 |  20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d    70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61  | .......Drawn.samples.from.the.pa | 
| 61dc0 |  72 61 6d 65 74 65 72 69 7a 65 64 20 67 65 6f 6d    65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69  | rameterized.geometric.distributi | 
| 61de0 |  6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65    20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d  | on...........See.Also.........-- | 
| 61e00 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72    61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e  | ------.........random.Generator. | 
| 61e20 |  67 65 6f 6d 65 74 72 69 63 3a 20 77 68 69 63 68    20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20  | geometric:.which.should.be.used. | 
| 61e40 |  66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20    20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a  | for.new.code...........Examples. | 
| 61e60 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 44 72 61 77 20 74 65  | ........--------.........Draw.te | 
| 61e80 |  6e 20 74 68 6f 75 73 61 6e 64 20 76 61 6c 75 65    73 20 66 72 6f 6d 20 74 68 65 20 67 65 6f 6d 65  | n.thousand.values.from.the.geome | 
| 61ea0 |  74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f    6e 2c 0a 20 20 20 20 20 20 20 20 77 69 74 68 20  | tric.distribution,.........with. | 
| 61ec0 |  74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20    6f 66 20 61 6e 20 69 6e 64 69 76 69 64 75 61 6c  | the.probability.of.an.individual | 
| 61ee0 |  20 73 75 63 63 65 73 73 20 65 71 75 61 6c 20 74    6f 20 30 2e 33 35 3a 0a 0a 20 20 20 20 20 20 20  | .success.equal.to.0.35:......... | 
| 61f00 |  20 3e 3e 3e 20 7a 20 3d 20 6e 70 2e 72 61 6e 64    6f 6d 2e 67 65 6f 6d 65 74 72 69 63 28 70 3d 30  | .>>>.z.=.np.random.geometric(p=0 | 
| 61f20 |  2e 33 35 2c 20 73 69 7a 65 3d 31 30 30 30 30 29    0a 0a 20 20 20 20 20 20 20 20 48 6f 77 20 6d 61  | .35,.size=10000)..........How.ma | 
| 61f40 |  6e 79 20 74 72 69 61 6c 73 20 73 75 63 63 65 65    64 65 64 20 61 66 74 65 72 20 61 20 73 69 6e 67  | ny.trials.succeeded.after.a.sing | 
| 61f60 |  6c 65 20 72 75 6e 3f 0a 0a 20 20 20 20 20 20 20    20 3e 3e 3e 20 28 7a 20 3d 3d 20 31 29 2e 73 75  | le.run?..........>>>.(z.==.1).su | 
| 61f80 |  6d 28 29 20 2f 20 31 30 30 30 30 2e 0a 20 20 20    20 20 20 20 20 30 2e 33 34 38 38 39 39 39 39 39  | m()./.10000..........0.348899999 | 
| 61fa0 |  39 39 39 39 39 39 39 39 20 23 72 61 6e 64 6f 6d    0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00  | 99999999.#random................ | 
| 61fc0 |  0a 20 20 20 20 20 20 20 20 7a 69 70 66 28 61 2c    20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20  | .........zipf(a,.size=None)..... | 
| 61fe0 |  20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65    73 20 66 72 6f 6d 20 61 20 5a 69 70 66 20 64 69  | .....Draw.samples.from.a.Zipf.di | 
| 62000 |  73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20    20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65  | stribution...........Samples.are | 
| 62020 |  20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 5a 69    70 66 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20  | .drawn.from.a.Zipf.distribution. | 
| 62040 |  77 69 74 68 20 73 70 65 63 69 66 69 65 64 20 70    61 72 61 6d 65 74 65 72 0a 20 20 20 20 20 20 20  | with.specified.parameter........ | 
| 62060 |  20 60 61 60 20 3e 20 31 2e 0a 0a 20 20 20 20 20    20 20 20 54 68 65 20 5a 69 70 66 20 64 69 73 74  | .`a`.>.1...........The.Zipf.dist | 
| 62080 |  72 69 62 75 74 69 6f 6e 20 28 61 6c 73 6f 20 6b    6e 6f 77 6e 20 61 73 20 74 68 65 20 7a 65 74 61  | ribution.(also.known.as.the.zeta | 
| 620a0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 29 20 69    73 20 61 0a 20 20 20 20 20 20 20 20 64 69 73 63  | .distribution).is.a.........disc | 
| 620c0 |  72 65 74 65 20 70 72 6f 62 61 62 69 6c 69 74 79    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 68  | rete.probability.distribution.th | 
| 620e0 |  61 74 20 73 61 74 69 73 66 69 65 73 20 5a 69 70    66 27 73 20 6c 61 77 3a 20 74 68 65 0a 20 20 20  | at.satisfies.Zipf's.law:.the.... | 
| 62100 |  20 20 20 20 20 66 72 65 71 75 65 6e 63 79 20 6f    66 20 61 6e 20 69 74 65 6d 20 69 73 20 69 6e 76  | .....frequency.of.an.item.is.inv | 
| 62120 |  65 72 73 65 6c 79 20 70 72 6f 70 6f 72 74 69 6f    6e 61 6c 20 74 6f 20 69 74 73 20 72 61 6e 6b 20  | ersely.proportional.to.its.rank. | 
| 62140 |  69 6e 20 61 0a 20 20 20 20 20 20 20 20 66 72 65    71 75 65 6e 63 79 20 74 61 62 6c 65 2e 0a 0a 20  | in.a.........frequency.table.... | 
| 62160 |  20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a    0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77  | ..........note::.............New | 
| 62180 |  20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65    20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e  | .code.should.use.the.`~numpy.ran | 
| 621a0 |  64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 7a 69    70 66 60 0a 20 20 20 20 20 20 20 20 20 20 20 20  | dom.Generator.zipf`............. | 
| 621c0 |  6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | method.of.a.`~numpy.random.Gener | 
| 621e0 |  61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69    6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20  | ator`.instance.instead;......... | 
| 62200 |  20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74    68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d  | ....please.see.the.:ref:`random- | 
| 62220 |  71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20    20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72  | quick-start`...........Parameter | 
| 62240 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a  | s.........----------.........a.: | 
| 62260 |  20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f    6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20  | .float.or.array_like.of.floats.. | 
| 62280 |  20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 72    69 62 75 74 69 6f 6e 20 70 61 72 61 6d 65 74 65  | ...........Distribution.paramete | 
| 622a0 |  72 2e 20 4d 75 73 74 20 62 65 20 67 72 65 61 74    65 72 20 74 68 61 6e 20 31 2e 0a 20 20 20 20 20  | r..Must.be.greater.than.1....... | 
| 622c0 |  20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72    20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20  | ...size.:.int.or.tuple.of.ints,. | 
| 622e0 |  6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20    20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70  | optional.............Output.shap | 
| 62300 |  65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e    20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c  | e...If.the.given.shape.is,.e.g., | 
| 62320 |  20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20    74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20  | .``(m,.n,.k)``,.then............ | 
| 62340 |  20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | .``m.*.n.*.k``.samples.are.drawn | 
| 62360 |  2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60    4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29  | ...If.size.is.``None``.(default) | 
| 62380 |  2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20    73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20  | ,.............a.single.value.is. | 
| 623a0 |  72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60    60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f  | returned.if.``a``.is.a.scalar..O | 
| 623c0 |  74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20    20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79  | therwise,.............``np.array | 
| 623e0 |  28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20  | (a).size``.samples.are.drawn.... | 
| 62400 |  20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20  | .......Returns.........-------.. | 
| 62420 |  20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61    72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20  | .......out.:.ndarray.or.scalar.. | 
| 62440 |  20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68  | ...........Drawn.samples.from.th | 
| 62460 |  65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20    5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f  | e.parameterized.Zipf.distributio | 
| 62480 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20    41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d  | n...........See.Also.........--- | 
| 624a0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63    69 70 79 2e 73 74 61 74 73 2e 7a 69 70 66 20 3a  | -----.........scipy.stats.zipf.: | 
| 624c0 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e    73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64  | .probability.density.function,.d | 
| 624e0 |  69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72 0a    20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75  | istribution,.or.............cumu | 
| 62500 |  6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66    75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20  | lative.density.function,.etc.... | 
| 62520 |  20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e    65 72 61 74 6f 72 2e 7a 69 70 66 3a 20 77 68 69  | ......random.Generator.zipf:.whi | 
| 62540 |  63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65    64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a  | ch.should.be.used.for.new.code.. | 
| 62560 |  0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20  | .........Notes.........-----.... | 
| 62580 |  20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69    6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72  | .....The.probability.density.for | 
| 625a0 |  20 74 68 65 20 5a 69 70 66 20 64 69 73 74 72 69    62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20  | .the.Zipf.distribution.is....... | 
| 625c0 |  20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 6b    29 20 3d 20 5c 66 72 61 63 7b 6b 5e 7b 2d 61 7d  | ......math::.p(k).=.\frac{k^{-a} | 
| 625e0 |  7d 7b 5c 7a 65 74 61 28 61 29 7d 2c 0a 0a 20 20    20 20 20 20 20 20 66 6f 72 20 69 6e 74 65 67 65  | }{\zeta(a)},..........for.intege | 
| 62600 |  72 73 20 3a 6d 61 74 68 3a 60 6b 20 5c 67 65 71    20 31 60 2c 20 77 68 65 72 65 20 3a 6d 61 74 68  | rs.:math:`k.\geq.1`,.where.:math | 
| 62620 |  3a 60 5c 7a 65 74 61 60 20 69 73 20 74 68 65 20    52 69 65 6d 61 6e 6e 20 5a 65 74 61 0a 20 20 20  | :`\zeta`.is.the.Riemann.Zeta.... | 
| 62640 |  20 20 20 20 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a    20 20 20 20 20 20 20 20 49 74 20 69 73 20 6e 61  | .....function...........It.is.na | 
| 62660 |  6d 65 64 20 66 6f 72 20 74 68 65 20 41 6d 65 72    69 63 61 6e 20 6c 69 6e 67 75 69 73 74 20 47 65  | med.for.the.American.linguist.Ge | 
| 62680 |  6f 72 67 65 20 4b 69 6e 67 73 6c 65 79 20 5a 69    70 66 2c 20 77 68 6f 20 6e 6f 74 65 64 0a 20 20  | orge.Kingsley.Zipf,.who.noted... | 
| 626a0 |  20 20 20 20 20 20 74 68 61 74 20 74 68 65 20 66    72 65 71 75 65 6e 63 79 20 6f 66 20 61 6e 79 20  | ......that.the.frequency.of.any. | 
| 626c0 |  77 6f 72 64 20 69 6e 20 61 20 73 61 6d 70 6c 65    20 6f 66 20 61 20 6c 61 6e 67 75 61 67 65 20 69  | word.in.a.sample.of.a.language.i | 
| 626e0 |  73 20 69 6e 76 65 72 73 65 6c 79 0a 20 20 20 20    20 20 20 20 70 72 6f 70 6f 72 74 69 6f 6e 61 6c  | s.inversely.........proportional | 
| 62700 |  20 74 6f 20 69 74 73 20 72 61 6e 6b 20 69 6e 20    74 68 65 20 66 72 65 71 75 65 6e 63 79 20 74 61  | .to.its.rank.in.the.frequency.ta | 
| 62720 |  62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65    66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20  | ble...........References........ | 
| 62740 |  20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 2e 2e 20 5b 31 5d 20 5a 69 70 66 2c  | .----------............[1].Zipf, | 
| 62760 |  20 47 2e 20 4b 2e 2c 20 22 53 65 6c 65 63 74 65    64 20 53 74 75 64 69 65 73 20 6f 66 20 74 68 65  | .G..K.,."Selected.Studies.of.the | 
| 62780 |  20 50 72 69 6e 63 69 70 6c 65 20 6f 66 20 52 65    6c 61 74 69 76 65 0a 20 20 20 20 20 20 20 20 20  | .Principle.of.Relative.......... | 
| 627a0 |  20 20 20 20 20 20 46 72 65 71 75 65 6e 63 79 20    69 6e 20 4c 61 6e 67 75 61 67 65 2c 22 20 43 61  | ......Frequency.in.Language,".Ca | 
| 627c0 |  6d 62 72 69 64 67 65 2c 20 4d 41 3a 20 48 61 72    76 61 72 64 20 55 6e 69 76 2e 20 50 72 65 73 73  | mbridge,.MA:.Harvard.Univ..Press | 
| 627e0 |  2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 31 39 33 32 2e 0a 0a 20 20 20 20 20 20 20 20  | ,................1932........... | 
| 62800 |  45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20    20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | Examples.........--------....... | 
| 62820 |  20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66    72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75  | ..Draw.samples.from.the.distribu | 
| 62840 |  74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 61 20 3d 20 34 2e 30 0a 20 20 20 20 20  | tion:..........>>>.a.=.4.0...... | 
| 62860 |  20 20 20 3e 3e 3e 20 6e 20 3d 20 32 30 30 30 30    0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d  | ...>>>.n.=.20000.........>>>.s.= | 
| 62880 |  20 6e 70 2e 72 61 6e 64 6f 6d 2e 7a 69 70 66 28    61 2c 20 6e 29 0a 0a 20 20 20 20 20 20 20 20 44  | .np.random.zipf(a,.n)..........D | 
| 628a0 |  69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f    67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70  | isplay.the.histogram.of.the.samp | 
| 628c0 |  6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a    20 20 20 20 20 20 20 20 74 68 65 20 65 78 70 65  | les,.along.with.........the.expe | 
| 628e0 |  63 74 65 64 20 68 69 73 74 6f 67 72 61 6d 20 62    61 73 65 64 20 6f 6e 20 74 68 65 20 70 72 6f 62  | cted.histogram.based.on.the.prob | 
| 62900 |  61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20    64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e  | ability.........density.function | 
| 62920 |  3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69    6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62  | :..........>>>.import.matplotlib | 
| 62940 |  2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20  | .pyplot.as.plt.........>>>.from. | 
| 62960 |  73 63 69 70 79 2e 73 70 65 63 69 61 6c 20 69 6d    70 6f 72 74 20 7a 65 74 61 20 20 23 20 64 6f 63  | scipy.special.import.zeta..#.doc | 
| 62980 |  74 65 73 74 3a 20 2b 53 4b 49 50 0a 0a 20 20 20    20 20 20 20 20 60 62 69 6e 63 6f 75 6e 74 60 20  | test:.+SKIP..........`bincount`. | 
| 629a0 |  70 72 6f 76 69 64 65 73 20 61 20 66 61 73 74 20    68 69 73 74 6f 67 72 61 6d 20 66 6f 72 20 73 6d  | provides.a.fast.histogram.for.sm | 
| 629c0 |  61 6c 6c 20 69 6e 74 65 67 65 72 73 2e 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74  | all.integers...........>>>.count | 
| 629e0 |  20 3d 20 6e 70 2e 62 69 6e 63 6f 75 6e 74 28 73    29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6b 20  | .=.np.bincount(s).........>>>.k. | 
| 62a00 |  3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 20 73    2e 6d 61 78 28 29 20 2b 20 31 29 0a 0a 20 20 20  | =.np.arange(1,.s.max().+.1)..... | 
| 62a20 |  20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61 72    28 6b 2c 20 63 6f 75 6e 74 5b 31 3a 5d 2c 20 61  | .....>>>.plt.bar(k,.count[1:],.a | 
| 62a40 |  6c 70 68 61 3d 30 2e 35 2c 20 6c 61 62 65 6c 3d    27 73 61 6d 70 6c 65 20 63 6f 75 6e 74 27 29 0a  | lpha=0.5,.label='sample.count'). | 
| 62a60 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e    70 6c 6f 74 28 6b 2c 20 6e 2a 28 6b 2a 2a 2d 61  | ........>>>.plt.plot(k,.n*(k**-a | 
| 62a80 |  29 2f 7a 65 74 61 28 61 29 2c 20 27 6b 2e 2d 27    2c 20 61 6c 70 68 61 3d 30 2e 35 2c 0a 20 20 20  | )/zeta(a),.'k.-',.alpha=0.5,.... | 
| 62aa0 |  20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20    20 20 6c 61 62 65 6c 3d 27 65 78 70 65 63 74 65  | ..................label='expecte | 
| 62ac0 |  64 20 63 6f 75 6e 74 27 29 20 20 20 23 20 64 6f    63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20  | d.count')...#.doctest:.+SKIP.... | 
| 62ae0 |  20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 65 6d    69 6c 6f 67 79 28 29 0a 20 20 20 20 20 20 20 20  | .....>>>.plt.semilogy()......... | 
| 62b00 |  3e 3e 3e 20 70 6c 74 2e 67 72 69 64 28 61 6c 70    68 61 3d 30 2e 34 29 0a 20 20 20 20 20 20 20 20  | >>>.plt.grid(alpha=0.4)......... | 
| 62b20 |  3e 3e 3e 20 70 6c 74 2e 6c 65 67 65 6e 64 28 29    0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74  | >>>.plt.legend().........>>>.plt | 
| 62b40 |  2e 74 69 74 6c 65 28 66 27 5a 69 70 66 20 73 61    6d 70 6c 65 2c 20 61 3d 7b 61 7d 2c 20 73 69 7a  | .title(f'Zipf.sample,.a={a},.siz | 
| 62b60 |  65 3d 7b 6e 7d 27 29 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a  | e={n}').........>>>.plt.show().. | 
| 62b80 |  20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 62ba0 |  0a 20 20 20 20 20 20 20 20 70 6f 69 73 73 6f 6e    28 6c 61 6d 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e  | .........poisson(lam=1.0,.size=N | 
| 62bc0 |  6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72    61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20  | one)..........Draw.samples.from. | 
| 62be0 |  61 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69    62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20  | a.Poisson.distribution.......... | 
| 62c00 |  20 54 68 65 20 50 6f 69 73 73 6f 6e 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 69 73 20 74 68 65  | .The.Poisson.distribution.is.the | 
| 62c20 |  20 6c 69 6d 69 74 20 6f 66 20 74 68 65 20 62 69    6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74  | .limit.of.the.binomial.distribut | 
| 62c40 |  69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f 72 20    6c 61 72 67 65 20 4e 2e 0a 0a 20 20 20 20 20 20  | ion.........for.large.N......... | 
| 62c60 |  20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20    20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65  | .....note::.............New.code | 
| 62c80 |  20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20    60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47  | .should.use.the.`~numpy.random.G | 
| 62ca0 |  65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e    60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65  | enerator.poisson`.............me | 
| 62cc0 |  74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70    79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74  | thod.of.a.`~numpy.random.Generat | 
| 62ce0 |  6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73    74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20  | or`.instance.instead;........... | 
| 62d00 |  20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65    20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75  | ..please.see.the.:ref:`random-qu | 
| 62d20 |  69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20    20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a  | ick-start`...........Parameters. | 
| 62d40 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 6c 61 6d 20 3a  | ........----------.........lam.: | 
| 62d60 |  20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f    6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20  | .float.or.array_like.of.floats.. | 
| 62d80 |  20 20 20 20 20 20 20 20 20 20 20 45 78 70 65 63    74 65 64 20 6e 75 6d 62 65 72 20 6f 66 20 65 76  | ...........Expected.number.of.ev | 
| 62da0 |  65 6e 74 73 20 6f 63 63 75 72 72 69 6e 67 20 69    6e 20 61 20 66 69 78 65 64 2d 74 69 6d 65 20 69  | ents.occurring.in.a.fixed-time.i | 
| 62dc0 |  6e 74 65 72 76 61 6c 2c 0a 20 20 20 20 20 20 20    20 20 20 20 20 6d 75 73 74 20 62 65 20 3e 3d 20  | nterval,.............must.be.>=. | 
| 62de0 |  30 2e 20 41 20 73 65 71 75 65 6e 63 65 20 6d 75    73 74 20 62 65 20 62 72 6f 61 64 63 61 73 74 61  | 0..A.sequence.must.be.broadcasta | 
| 62e00 |  62 6c 65 20 6f 76 65 72 20 74 68 65 20 72 65 71    75 65 73 74 65 64 0a 20 20 20 20 20 20 20 20 20  | ble.over.the.requested.......... | 
| 62e20 |  20 20 20 73 69 7a 65 2e 0a 20 20 20 20 20 20 20    20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74  | ...size..........size.:.int.or.t | 
| 62e40 |  75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | uple.of.ints,.optional.......... | 
| 62e60 |  20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e    20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73  | ...Output.shape...If.the.given.s | 
| 62e80 |  68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60    60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68  | hape.is,.e.g.,.``(m,.n,.k)``,.th | 
| 62ea0 |  65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60    60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d  | en.............``m.*.n.*.k``.sam | 
| 62ec0 |  70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20    20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f  | ples.are.drawn...If.size.is.``No | 
| 62ee0 |  6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a    20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69  | ne``.(default),.............a.si | 
| 62f00 |  6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65    74 75 72 6e 65 64 20 69 66 20 60 60 6c 61 6d 60  | ngle.value.is.returned.if.``lam` | 
| 62f20 |  60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f    74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20  | `.is.a.scalar..Otherwise,....... | 
| 62f40 |  20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79    28 6c 61 6d 29 2e 73 69 7a 65 60 60 20 73 61 6d  | ......``np.array(lam).size``.sam | 
| 62f60 |  70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a    0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73  | ples.are.drawn...........Returns | 
| 62f80 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e  | .........-------.........out.:.n | 
| 62fa0 |  64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72    0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61  | darray.or.scalar.............Dra | 
| 62fc0 |  77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20    74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65  | wn.samples.from.the.parameterize | 
| 62fe0 |  64 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69    62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20  | d.Poisson.distribution.......... | 
| 63000 |  20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | .See.Also.........--------...... | 
| 63020 |  20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61    74 6f 72 2e 70 6f 69 73 73 6f 6e 3a 20 77 68 69  | ...random.Generator.poisson:.whi | 
| 63040 |  63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65    64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a  | ch.should.be.used.for.new.code.. | 
| 63060 |  0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20  | .........Notes.........-----.... | 
| 63080 |  20 20 20 20 20 54 68 65 20 50 6f 69 73 73 6f 6e    20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20  | .....The.Poisson.distribution... | 
| 630a0 |  20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a    20 66 28 6b 3b 20 5c 6c 61 6d 62 64 61 29 3d 5c  | ..........math::.f(k;.\lambda)=\ | 
| 630c0 |  66 72 61 63 7b 5c 6c 61 6d 62 64 61 5e 6b 20 65    5e 7b 2d 5c 6c 61 6d 62 64 61 7d 7d 7b 6b 21 7d  | frac{\lambda^k.e^{-\lambda}}{k!} | 
| 630e0 |  0a 0a 20 20 20 20 20 20 20 20 46 6f 72 20 65 76    65 6e 74 73 20 77 69 74 68 20 61 6e 20 65 78 70  | ..........For.events.with.an.exp | 
| 63100 |  65 63 74 65 64 20 73 65 70 61 72 61 74 69 6f 6e    20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60  | ected.separation.:math:`\lambda` | 
| 63120 |  20 74 68 65 20 50 6f 69 73 73 6f 6e 0a 20 20 20    20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f  | .the.Poisson.........distributio | 
| 63140 |  6e 20 3a 6d 61 74 68 3a 60 66 28 6b 3b 20 5c 6c    61 6d 62 64 61 29 60 20 64 65 73 63 72 69 62 65  | n.:math:`f(k;.\lambda)`.describe | 
| 63160 |  73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74    79 20 6f 66 0a 20 20 20 20 20 20 20 20 3a 6d 61  | s.the.probability.of.........:ma | 
| 63180 |  74 68 3a 60 6b 60 20 65 76 65 6e 74 73 20 6f 63    63 75 72 72 69 6e 67 20 77 69 74 68 69 6e 20 74  | th:`k`.events.occurring.within.t | 
| 631a0 |  68 65 20 6f 62 73 65 72 76 65 64 0a 20 20 20 20    20 20 20 20 69 6e 74 65 72 76 61 6c 20 3a 6d 61  | he.observed.........interval.:ma | 
| 631c0 |  74 68 3a 60 5c 6c 61 6d 62 64 61 60 2e 0a 0a 20    20 20 20 20 20 20 20 42 65 63 61 75 73 65 20 74  | th:`\lambda`...........Because.t | 
| 631e0 |  68 65 20 6f 75 74 70 75 74 20 69 73 20 6c 69 6d    69 74 65 64 20 74 6f 20 74 68 65 20 72 61 6e 67  | he.output.is.limited.to.the.rang | 
| 63200 |  65 20 6f 66 20 74 68 65 20 43 20 69 6e 74 36 34    20 74 79 70 65 2c 20 61 0a 20 20 20 20 20 20 20  | e.of.the.C.int64.type,.a........ | 
| 63220 |  20 56 61 6c 75 65 45 72 72 6f 72 20 69 73 20 72    61 69 73 65 64 20 77 68 65 6e 20 60 6c 61 6d 60  | .ValueError.is.raised.when.`lam` | 
| 63240 |  20 69 73 20 77 69 74 68 69 6e 20 31 30 20 73 69    67 6d 61 20 6f 66 20 74 68 65 20 6d 61 78 69 6d  | .is.within.10.sigma.of.the.maxim | 
| 63260 |  75 6d 0a 20 20 20 20 20 20 20 20 72 65 70 72 65    73 65 6e 74 61 62 6c 65 20 76 61 6c 75 65 2e 0a  | um.........representable.value.. | 
| 63280 |  0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e    63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | .........References.........---- | 
| 632a0 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e    2e 20 5b 31 5d 20 57 65 69 73 73 74 65 69 6e 2c  | ------............[1].Weisstein, | 
| 632c0 |  20 45 72 69 63 20 57 2e 20 22 50 6f 69 73 73 6f    6e 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22  | .Eric.W.."Poisson.Distribution." | 
| 632e0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d  | ................From.MathWorld-- | 
| 63300 |  41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65    73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20  | A.Wolfram.Web.Resource.......... | 
| 63320 |  20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61    74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e  | .......http://mathworld.wolfram. | 
| 63340 |  63 6f 6d 2f 50 6f 69 73 73 6f 6e 44 69 73 74 72    69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20  | com/PoissonDistribution.html.... | 
| 63360 |  20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69    70 65 64 69 61 2c 20 22 50 6f 69 73 73 6f 6e 20  | ........[2].Wikipedia,."Poisson. | 
| 63380 |  64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74  | distribution",................ht | 
| 633a0 |  74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64    69 61 2e 6f 72 67 2f 77 69 6b 69 2f 50 6f 69 73  | tps://en.wikipedia.org/wiki/Pois | 
| 633c0 |  73 6f 6e 5f 64 69 73 74 72 69 62 75 74 69 6f 6e    0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c  | son_distribution..........Exampl | 
| 633e0 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77  | es.........--------.........Draw | 
| 63400 |  20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68    65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a  | .samples.from.the.distribution:. | 
| 63420 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70    6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a  | .........>>>.import.numpy.as.np. | 
| 63440 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20    6e 70 2e 72 61 6e 64 6f 6d 2e 70 6f 69 73 73 6f  | ........>>>.s.=.np.random.poisso | 
| 63460 |  6e 28 35 2c 20 31 30 30 30 30 29 0a 0a 20 20 20    20 20 20 20 20 44 69 73 70 6c 61 79 20 68 69 73  | n(5,.10000)..........Display.his | 
| 63480 |  74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61    6d 70 6c 65 3a 0a 0a 20 20 20 20 20 20 20 20 3e  | togram.of.the.sample:..........> | 
| 634a0 |  3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f    74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70  | >>.import.matplotlib.pyplot.as.p | 
| 634c0 |  6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63    6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f  | lt.........>>>.count,.bins,.igno | 
| 634e0 |  72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73    2c 20 31 34 2c 20 64 65 6e 73 69 74 79 3d 54 72  | red.=.plt.hist(s,.14,.density=Tr | 
| 63500 |  75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20  | ue).........>>>.plt.show()...... | 
| 63520 |  20 20 20 20 44 72 61 77 20 65 61 63 68 20 31 30    30 20 76 61 6c 75 65 73 20 66 6f 72 20 6c 61 6d  | ....Draw.each.100.values.for.lam | 
| 63540 |  62 64 61 20 31 30 30 20 61 6e 64 20 35 30 30 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20  | bda.100.and.500:..........>>>.s. | 
| 63560 |  3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 6f 69 73    73 6f 6e 28 6c 61 6d 3d 28 31 30 30 2e 2c 20 35  | =.np.random.poisson(lam=(100.,.5 | 
| 63580 |  30 30 2e 29 2c 20 73 69 7a 65 3d 28 31 30 30 2c    20 32 29 29 0a 0a 20 20 20 20 20 20 20 20 00 00  | 00.),.size=(100,.2))............ | 
| 635a0 |  0a 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76    65 5f 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c  | .........negative_binomial(n,.p, | 
| 635c0 |  20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20    20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65  | .size=None)..........Draw.sample | 
| 635e0 |  73 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 69 76    65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72  | s.from.a.negative.binomial.distr | 
| 63600 |  69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20    20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72  | ibution...........Samples.are.dr | 
| 63620 |  61 77 6e 20 66 72 6f 6d 20 61 20 6e 65 67 61 74    69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73  | awn.from.a.negative.binomial.dis | 
| 63640 |  74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73    70 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20  | tribution.with.specified........ | 
| 63660 |  20 70 61 72 61 6d 65 74 65 72 73 2c 20 60 6e 60    20 73 75 63 63 65 73 73 65 73 20 61 6e 64 20 60  | .parameters,.`n`.successes.and.` | 
| 63680 |  70 60 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f    66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 20  | p`.probability.of.success.where. | 
| 636a0 |  60 6e 60 0a 20 20 20 20 20 20 20 20 69 73 20 3e    20 30 20 61 6e 64 20 60 70 60 20 69 73 20 69 6e  | `n`.........is.>.0.and.`p`.is.in | 
| 636c0 |  20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 30    2c 20 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 2e  | .the.interval.[0,.1]............ | 
| 636e0 |  2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20    20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68  | ..note::.............New.code.sh | 
| 63700 |  6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20    20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79  | ould.use.the.............`~numpy | 
| 63720 |  2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f    72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d  | .random.Generator.negative_binom | 
| 63740 |  69 61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20    20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e  | ial`.............method.of.a.`~n | 
| 63760 |  75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20  | umpy.random.Generator`.instance. | 
| 63780 |  69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20    20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20  | instead;.............please.see. | 
| 637a0 |  74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d    2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a  | the.:ref:`random-quick-start`... | 
| 637c0 |  20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65    72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ........Parameters.........----- | 
| 637e0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20    3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79  | -----.........n.:.float.or.array | 
| 63800 |  5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a    20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61  | _like.of.floats.............Para | 
| 63820 |  6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73    74 72 69 62 75 74 69 6f 6e 2c 20 3e 20 30 2e 0a  | meter.of.the.distribution,.>.0.. | 
| 63840 |  20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61    74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20  | ........p.:.float.or.array_like. | 
| 63860 |  6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20    20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20  | of.floats.............Parameter. | 
| 63880 |  6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74    69 6f 6e 2c 20 3e 3d 20 30 20 61 6e 64 20 3c 3d  | of.the.distribution,.>=.0.and.<= | 
| 638a0 |  31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20    3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f  | 1..........size.:.int.or.tuple.o | 
| 638c0 |  66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c    0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74  | f.ints,.optional.............Out | 
| 638e0 |  70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74    68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69  | put.shape...If.the.given.shape.i | 
| 63900 |  73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e    2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20  | s,.e.g.,.``(m,.n,.k)``,.then.... | 
| 63920 |  20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e    20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61  | .........``m.*.n.*.k``.samples.a | 
| 63940 |  72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69    7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28  | re.drawn...If.size.is.``None``.( | 
| 63960 |  64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20    20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76  | default),.............a.single.v | 
| 63980 |  61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64    20 69 66 20 60 60 6e 60 60 20 61 6e 64 20 60 60  | alue.is.returned.if.``n``.and.`` | 
| 639a0 |  70 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61    6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20  | p``.are.both.scalars............ | 
| 639c0 |  20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e    70 2e 62 72 6f 61 64 63 61 73 74 28 6e 2c 20 70  | ..Otherwise,.``np.broadcast(n,.p | 
| 639e0 |  29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73    20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20  | ).size``.samples.are.drawn...... | 
| 63a00 |  20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20    20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | .....Returns.........-------.... | 
| 63a20 |  20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72    61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20  | .....out.:.ndarray.or.scalar.... | 
| 63a40 |  20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73    61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20  | .........Drawn.samples.from.the. | 
| 63a60 |  70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e 65    67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20  | parameterized.negative.binomial. | 
| 63a80 |  64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20    20 20 20 20 20 20 20 20 20 20 77 68 65 72 65 20  | distribution,.............where. | 
| 63aa0 |  65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 65    71 75 61 6c 20 74 6f 20 4e 2c 20 74 68 65 20 6e  | each.sample.is.equal.to.N,.the.n | 
| 63ac0 |  75 6d 62 65 72 20 6f 66 20 66 61 69 6c 75 72 65    73 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 20  | umber.of.failures.that.......... | 
| 63ae0 |  20 20 20 6f 63 63 75 72 72 65 64 20 62 65 66 6f    72 65 20 61 20 74 6f 74 61 6c 20 6f 66 20 6e 20  | ...occurred.before.a.total.of.n. | 
| 63b00 |  73 75 63 63 65 73 73 65 73 20 77 61 73 20 72 65    61 63 68 65 64 2e 0a 0a 20 20 20 20 20 20 20 20  | successes.was.reached........... | 
| 63b20 |  53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20    20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | See.Also.........--------....... | 
| 63b40 |  20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74    6f 72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f  | ..random.Generator.negative_bino | 
| 63b60 |  6d 69 61 6c 3a 20 77 68 69 63 68 20 73 68 6f 75    6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e  | mial:.which.should.be.used.for.n | 
| 63b80 |  65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20    20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20  | ew.code...........Notes......... | 
| 63ba0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68    65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61  | -----.........The.probability.ma | 
| 63bc0 |  73 73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74    68 65 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f  | ss.function.of.the.negative.bino | 
| 63be0 |  6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e  | mial.distribution.is............ | 
| 63c00 |  20 6d 61 74 68 3a 3a 20 50 28 4e 3b 6e 2c 70 29    20 3d 20 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28  | .math::.P(N;n,p).=.\frac{\Gamma( | 
| 63c20 |  4e 2b 6e 29 7d 7b 4e 21 5c 47 61 6d 6d 61 28 6e    29 7d 70 5e 7b 6e 7d 28 31 2d 70 29 5e 7b 4e 7d  | N+n)}{N!\Gamma(n)}p^{n}(1-p)^{N} | 
| 63c40 |  2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65    20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 74 68  | ,..........where.:math:`n`.is.th | 
| 63c60 |  65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 63    65 73 73 65 73 2c 20 3a 6d 61 74 68 3a 60 70 60  | e.number.of.successes,.:math:`p` | 
| 63c80 |  20 69 73 20 74 68 65 0a 20 20 20 20 20 20 20 20    70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73  | .is.the.........probability.of.s | 
| 63ca0 |  75 63 63 65 73 73 2c 20 3a 6d 61 74 68 3a 60 4e    2b 6e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65  | uccess,.:math:`N+n`.is.the.numbe | 
| 63cc0 |  72 20 6f 66 20 74 72 69 61 6c 73 2c 20 61 6e 64    0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60  | r.of.trials,.and.........:math:` | 
| 63ce0 |  5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 67    61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 20 57  | \Gamma`.is.the.gamma.function..W | 
| 63d00 |  68 65 6e 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73    20 61 6e 20 69 6e 74 65 67 65 72 2c 0a 20 20 20  | hen.:math:`n`.is.an.integer,.... | 
| 63d20 |  20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 66 72 61    63 7b 5c 47 61 6d 6d 61 28 4e 2b 6e 29 7d 7b 4e  | .....:math:`\frac{\Gamma(N+n)}{N | 
| 63d40 |  21 5c 47 61 6d 6d 61 28 6e 29 7d 20 3d 20 5c 62    69 6e 6f 6d 7b 4e 2b 6e 2d 31 7d 7b 4e 7d 60 2c  | !\Gamma(n)}.=.\binom{N+n-1}{N}`, | 
| 63d60 |  20 77 68 69 63 68 20 69 73 0a 20 20 20 20 20 20    20 20 74 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f  | .which.is.........the.more.commo | 
| 63d80 |  6e 20 66 6f 72 6d 20 6f 66 20 74 68 69 73 20 74    65 72 6d 20 69 6e 20 74 68 65 20 70 6d 66 2e 20  | n.form.of.this.term.in.the.pmf.. | 
| 63da0 |  54 68 65 20 6e 65 67 61 74 69 76 65 0a 20 20 20    20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 20 64 69  | The.negative.........binomial.di | 
| 63dc0 |  73 74 72 69 62 75 74 69 6f 6e 20 67 69 76 65 73    20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79  | stribution.gives.the.probability | 
| 63de0 |  20 6f 66 20 4e 20 66 61 69 6c 75 72 65 73 20 67    69 76 65 6e 20 6e 0a 20 20 20 20 20 20 20 20 73  | .of.N.failures.given.n.........s | 
| 63e00 |  75 63 63 65 73 73 65 73 2c 20 77 69 74 68 20 61    20 73 75 63 63 65 73 73 20 6f 6e 20 74 68 65 20  | uccesses,.with.a.success.on.the. | 
| 63e20 |  6c 61 73 74 20 74 72 69 61 6c 2e 0a 0a 20 20 20    20 20 20 20 20 49 66 20 6f 6e 65 20 74 68 72 6f  | last.trial...........If.one.thro | 
| 63e40 |  77 73 20 61 20 64 69 65 20 72 65 70 65 61 74 65    64 6c 79 20 75 6e 74 69 6c 20 74 68 65 20 74 68  | ws.a.die.repeatedly.until.the.th | 
| 63e60 |  69 72 64 20 74 69 6d 65 20 61 20 22 31 22 20 61    70 70 65 61 72 73 2c 0a 20 20 20 20 20 20 20 20  | ird.time.a."1".appears,......... | 
| 63e80 |  74 68 65 6e 20 74 68 65 20 70 72 6f 62 61 62 69    6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f  | then.the.probability.distributio | 
| 63ea0 |  6e 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 72 20    6f 66 20 6e 6f 6e 2d 22 31 22 73 20 74 68 61 74  | n.of.the.number.of.non-"1"s.that | 
| 63ec0 |  0a 20 20 20 20 20 20 20 20 61 70 70 65 61 72 20    62 65 66 6f 72 65 20 74 68 65 20 74 68 69 72 64  | .........appear.before.the.third | 
| 63ee0 |  20 22 31 22 20 69 73 20 61 20 6e 65 67 61 74 69    76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74  | ."1".is.a.negative.binomial.dist | 
| 63f00 |  72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20    20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20  | ribution...........References... | 
| 63f20 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20  | ......----------............[1]. | 
| 63f40 |  57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20    57 2e 20 22 4e 65 67 61 74 69 76 65 20 42 69 6e  | Weisstein,.Eric.W.."Negative.Bin | 
| 63f60 |  6f 6d 69 61 6c 20 44 69 73 74 72 69 62 75 74 69    6f 6e 2e 22 20 46 72 6f 6d 0a 20 20 20 20 20 20  | omial.Distribution.".From....... | 
| 63f80 |  20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72    6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65  | .........MathWorld--A.Wolfram.We | 
| 63fa0 |  62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a  | b.Resource.................http: | 
| 63fc0 |  2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66    72 61 6d 2e 63 6f 6d 2f 4e 65 67 61 74 69 76 65  | //mathworld.wolfram.com/Negative | 
| 63fe0 |  42 69 6e 6f 6d 69 61 6c 44 69 73 74 72 69 62 75    74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20  | BinomialDistribution.html....... | 
| 64000 |  20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64    69 61 2c 20 22 4e 65 67 61 74 69 76 65 20 62 69  | .....[2].Wikipedia,."Negative.bi | 
| 64020 |  6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74    69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20  | nomial.distribution",........... | 
| 64040 |  20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e    77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69  | .....https://en.wikipedia.org/wi | 
| 64060 |  6b 69 2f 4e 65 67 61 74 69 76 65 5f 62 69 6e 6f    6d 69 61 6c 5f 64 69 73 74 72 69 62 75 74 69 6f  | ki/Negative_binomial_distributio | 
| 64080 |  6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70    6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | n..........Examples.........---- | 
| 640a0 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61    77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74  | ----.........Draw.samples.from.t | 
| 640c0 |  68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a    0a 0a 20 20 20 20 20 20 20 20 41 20 72 65 61 6c  | he.distribution:..........A.real | 
| 640e0 |  20 77 6f 72 6c 64 20 65 78 61 6d 70 6c 65 2e 20    41 20 63 6f 6d 70 61 6e 79 20 64 72 69 6c 6c 73  | .world.example..A.company.drills | 
| 64100 |  20 77 69 6c 64 2d 63 61 74 20 6f 69 6c 0a 20 20    20 20 20 20 20 20 65 78 70 6c 6f 72 61 74 69 6f  | .wild-cat.oil.........exploratio | 
| 64120 |  6e 20 77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69    74 68 20 61 6e 20 65 73 74 69 6d 61 74 65 64 20  | n.wells,.each.with.an.estimated. | 
| 64140 |  70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20    20 20 20 20 20 20 20 73 75 63 63 65 73 73 20 6f  | probability.of.........success.o | 
| 64160 |  66 20 30 2e 31 2e 20 20 57 68 61 74 20 69 73 20    74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20  | f.0.1...What.is.the.probability. | 
| 64180 |  6f 66 20 68 61 76 69 6e 67 20 6f 6e 65 20 73 75    63 63 65 73 73 0a 20 20 20 20 20 20 20 20 66 6f  | of.having.one.success.........fo | 
| 641a0 |  72 20 65 61 63 68 20 73 75 63 63 65 73 73 69 76    65 20 77 65 6c 6c 2c 20 74 68 61 74 20 69 73 20  | r.each.successive.well,.that.is. | 
| 641c0 |  77 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62    61 62 69 6c 69 74 79 20 6f 66 20 61 0a 20 20 20  | what.is.the.probability.of.a.... | 
| 641e0 |  20 20 20 20 20 73 69 6e 67 6c 65 20 73 75 63 63    65 73 73 20 61 66 74 65 72 20 64 72 69 6c 6c 69  | .....single.success.after.drilli | 
| 64200 |  6e 67 20 35 20 77 65 6c 6c 73 2c 20 61 66 74 65    72 20 36 20 77 65 6c 6c 73 2c 20 65 74 63 2e 3f  | ng.5.wells,.after.6.wells,.etc.? | 
| 64220 |  0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20    3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6e 65 67 61  | ..........>>>.s.=.np.random.nega | 
| 64240 |  74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 28 31 2c    20 30 2e 31 2c 20 31 30 30 30 30 30 29 0a 20 20  | tive_binomial(1,.0.1,.100000)... | 
| 64260 |  20 20 20 20 20 20 3e 3e 3e 20 66 6f 72 20 69 20    69 6e 20 72 61 6e 67 65 28 31 2c 20 31 31 29 3a  | ......>>>.for.i.in.range(1,.11): | 
| 64280 |  20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49    50 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20  | .#.doctest:.+SKIP............... | 
| 642a0 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 3d 20 73    75 6d 28 73 3c 69 29 20 2f 20 31 30 30 30 30 30  | .probability.=.sum(s<i)./.100000 | 
| 642c0 |  2e 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20    20 70 72 69 6e 74 28 69 2c 20 22 77 65 6c 6c 73  | .................print(i,."wells | 
| 642e0 |  20 64 72 69 6c 6c 65 64 2c 20 70 72 6f 62 61 62    69 6c 69 74 79 20 6f 66 20 6f 6e 65 20 73 75 63  | .drilled,.probability.of.one.suc | 
| 64300 |  63 65 73 73 20 3d 22 2c 20 70 72 6f 62 61 62 69    6c 69 74 79 29 0a 0a 20 20 20 20 20 20 20 20 00  | cess.=",.probability)........... | 
| 64320 |  0a 20 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61    6c 28 6e 2c 20 70 2c 20 73 69 7a 65 3d 4e 6f 6e  | .........binomial(n,.p,.size=Non | 
| 64340 |  65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20  | e)..........Draw.samples.from.a. | 
| 64360 |  62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20  | binomial.distribution........... | 
| 64380 |  53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 20 66 72 6f 6d 20 61 20 62 69 6e 6f 6d 69 61  | Samples.are.drawn.from.a.binomia | 
| 643a0 |  6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77    69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20  | l.distribution.with.specified... | 
| 643c0 |  20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73    2c 20 6e 20 74 72 69 61 6c 73 20 61 6e 64 20 70  | ......parameters,.n.trials.and.p | 
| 643e0 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20    73 75 63 63 65 73 73 20 77 68 65 72 65 0a 20 20  | .probability.of.success.where... | 
| 64400 |  20 20 20 20 20 20 6e 20 61 6e 20 69 6e 74 65 67    65 72 20 3e 3d 20 30 20 61 6e 64 20 70 20 69 73  | ......n.an.integer.>=.0.and.p.is | 
| 64420 |  20 69 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c    20 5b 30 2c 31 5d 2e 20 28 6e 20 6d 61 79 20 62  | .in.the.interval.[0,1]..(n.may.b | 
| 64440 |  65 0a 20 20 20 20 20 20 20 20 69 6e 70 75 74 20    61 73 20 61 20 66 6c 6f 61 74 2c 20 62 75 74 20  | e.........input.as.a.float,.but. | 
| 64460 |  69 74 20 69 73 20 74 72 75 6e 63 61 74 65 64 20    74 6f 20 61 6e 20 69 6e 74 65 67 65 72 20 69 6e  | it.is.truncated.to.an.integer.in | 
| 64480 |  20 75 73 65 29 0a 0a 20 20 20 20 20 20 20 20 2e    2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20  | .use).............note::........ | 
| 644a0 |  20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68    6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e  | .....New.code.should.use.the.`~n | 
| 644c0 |  75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 2e 62 69 6e 6f 6d 69 61 6c 60 0a  | umpy.random.Generator.binomial`. | 
| 644e0 |  20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68    6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e  | ............method.of.a.`~numpy. | 
| 64500 |  72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72    60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65  | random.Generator`.instance.inste | 
| 64520 |  61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20    70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a  | ad;.............please.see.the.: | 
| 64540 |  72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63    6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20  | ref:`random-quick-start`........ | 
| 64560 |  20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d  | ...Parameters.........---------- | 
| 64580 |  0a 20 20 20 20 20 20 20 20 6e 20 3a 20 69 6e 74    20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f  | .........n.:.int.or.array_like.o | 
| 645a0 |  66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20    20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20  | f.ints.............Parameter.of. | 
| 645c0 |  74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e    2c 20 3e 3d 20 30 2e 20 46 6c 6f 61 74 73 20 61  | the.distribution,.>=.0..Floats.a | 
| 645e0 |  72 65 20 61 6c 73 6f 20 61 63 63 65 70 74 65 64    2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 62 75  | re.also.accepted,.............bu | 
| 64600 |  74 20 74 68 65 79 20 77 69 6c 6c 20 62 65 20 74    72 75 6e 63 61 74 65 64 20 74 6f 20 69 6e 74 65  | t.they.will.be.truncated.to.inte | 
| 64620 |  67 65 72 73 2e 0a 20 20 20 20 20 20 20 20 70 20    3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79  | gers..........p.:.float.or.array | 
| 64640 |  5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a    20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61  | _like.of.floats.............Para | 
| 64660 |  6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73    74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d 20 30 20  | meter.of.the.distribution,.>=.0. | 
| 64680 |  61 6e 64 20 3c 3d 31 2e 0a 20 20 20 20 20 20 20    20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74  | and.<=1..........size.:.int.or.t | 
| 646a0 |  75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | uple.of.ints,.optional.......... | 
| 646c0 |  20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e    20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73  | ...Output.shape...If.the.given.s | 
| 646e0 |  68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60    60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68  | hape.is,.e.g.,.``(m,.n,.k)``,.th | 
| 64700 |  65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60    60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d  | en.............``m.*.n.*.k``.sam | 
| 64720 |  70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20    20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f  | ples.are.drawn...If.size.is.``No | 
| 64740 |  6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a    20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69  | ne``.(default),.............a.si | 
| 64760 |  6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65    74 75 72 6e 65 64 20 69 66 20 60 60 6e 60 60 20  | ngle.value.is.returned.if.``n``. | 
| 64780 |  61 6e 64 20 60 60 70 60 60 20 61 72 65 20 62 6f    74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20  | and.``p``.are.both.scalars...... | 
| 647a0 |  20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73    65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73  | ........Otherwise,.``np.broadcas | 
| 647c0 |  74 28 6e 2c 20 70 29 2e 73 69 7a 65 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | t(n,.p).size``.samples.are.drawn | 
| 647e0 |  2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72    6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ...........Returns.........----- | 
| 64800 |  2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a    20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c  | --.........out.:.ndarray.or.scal | 
| 64820 |  61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44    72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f  | ar.............Drawn.samples.fro | 
| 64840 |  6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69    7a 65 64 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73  | m.the.parameterized.binomial.dis | 
| 64860 |  74 72 69 62 75 74 69 6f 6e 2c 20 77 68 65 72 65    0a 20 20 20 20 20 20 20 20 20 20 20 20 65 61 63  | tribution,.where.............eac | 
| 64880 |  68 20 73 61 6d 70 6c 65 20 69 73 20 65 71 75 61    6c 20 74 6f 20 74 68 65 20 6e 75 6d 62 65 72 20  | h.sample.is.equal.to.the.number. | 
| 648a0 |  6f 66 20 73 75 63 63 65 73 73 65 73 20 6f 76 65    72 20 74 68 65 20 6e 20 74 72 69 61 6c 73 2e 0a  | of.successes.over.the.n.trials.. | 
| 648c0 |  0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73    6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .........See.Also.........------ | 
| 648e0 |  2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79    2e 73 74 61 74 73 2e 62 69 6e 6f 6d 20 3a 20 70  | --.........scipy.stats.binom.:.p | 
| 64900 |  72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69    74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73  | robability.density.function,.dis | 
| 64920 |  74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20    20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74  | tribution.or.............cumulat | 
| 64940 |  69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63    74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20  | ive.density.function,.etc....... | 
| 64960 |  20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61    74 6f 72 2e 62 69 6e 6f 6d 69 61 6c 3a 20 77 68  | ...random.Generator.binomial:.wh | 
| 64980 |  69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73    65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e  | ich.should.be.used.for.new.code. | 
| 649a0 |  0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20  | ..........Notes.........-----... | 
| 649c0 |  20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62    69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f  | ......The.probability.density.fo | 
| 649e0 |  72 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64    69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a  | r.the.binomial.distribution.is.. | 
| 64a00 |  20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a    3a 20 50 28 4e 29 20 3d 20 5c 62 69 6e 6f 6d 7b  | ...........math::.P(N).=.\binom{ | 
| 64a20 |  6e 7d 7b 4e 7d 70 5e 4e 28 31 2d 70 29 5e 7b 6e    2d 4e 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68  | n}{N}p^N(1-p)^{n-N},..........wh | 
| 64a40 |  65 72 65 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73    20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 74  | ere.:math:`n`.is.the.number.of.t | 
| 64a60 |  72 69 61 6c 73 2c 20 3a 6d 61 74 68 3a 60 70 60    20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c  | rials,.:math:`p`.is.the.probabil | 
| 64a80 |  69 74 79 0a 20 20 20 20 20 20 20 20 6f 66 20 73    75 63 63 65 73 73 2c 20 61 6e 64 20 3a 6d 61 74  | ity.........of.success,.and.:mat | 
| 64aa0 |  68 3a 60 4e 60 20 69 73 20 74 68 65 20 6e 75 6d    62 65 72 20 6f 66 20 73 75 63 63 65 73 73 65 73  | h:`N`.is.the.number.of.successes | 
| 64ac0 |  2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20    65 73 74 69 6d 61 74 69 6e 67 20 74 68 65 20 73  | ...........When.estimating.the.s | 
| 64ae0 |  74 61 6e 64 61 72 64 20 65 72 72 6f 72 20 6f 66    20 61 20 70 72 6f 70 6f 72 74 69 6f 6e 20 69 6e  | tandard.error.of.a.proportion.in | 
| 64b00 |  20 61 20 70 6f 70 75 6c 61 74 69 6f 6e 20 62 79    0a 20 20 20 20 20 20 20 20 75 73 69 6e 67 20 61  | .a.population.by.........using.a | 
| 64b20 |  20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 2c 20    74 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72  | .random.sample,.the.normal.distr | 
| 64b40 |  69 62 75 74 69 6f 6e 20 77 6f 72 6b 73 20 77 65    6c 6c 20 75 6e 6c 65 73 73 20 74 68 65 0a 20 20  | ibution.works.well.unless.the... | 
| 64b60 |  20 20 20 20 20 20 70 72 6f 64 75 63 74 20 70 2a    6e 20 3c 3d 35 2c 20 77 68 65 72 65 20 70 20 3d  | ......product.p*n.<=5,.where.p.= | 
| 64b80 |  20 70 6f 70 75 6c 61 74 69 6f 6e 20 70 72 6f 70    6f 72 74 69 6f 6e 20 65 73 74 69 6d 61 74 65 2c  | .population.proportion.estimate, | 
| 64ba0 |  20 61 6e 64 20 6e 20 3d 0a 20 20 20 20 20 20 20    20 6e 75 6d 62 65 72 20 6f 66 20 73 61 6d 70 6c  | .and.n.=.........number.of.sampl | 
| 64bc0 |  65 73 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73    65 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64  | es,.in.which.case.the.binomial.d | 
| 64be0 |  69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 75    73 65 64 0a 20 20 20 20 20 20 20 20 69 6e 73 74  | istribution.is.used.........inst | 
| 64c00 |  65 61 64 2e 20 46 6f 72 20 65 78 61 6d 70 6c 65    2c 20 61 20 73 61 6d 70 6c 65 20 6f 66 20 31 35  | ead..For.example,.a.sample.of.15 | 
| 64c20 |  20 70 65 6f 70 6c 65 20 73 68 6f 77 73 20 34 20    77 68 6f 20 61 72 65 20 6c 65 66 74 0a 20 20 20  | .people.shows.4.who.are.left.... | 
| 64c40 |  20 20 20 20 20 68 61 6e 64 65 64 2c 20 61 6e 64    20 31 31 20 77 68 6f 20 61 72 65 20 72 69 67 68  | .....handed,.and.11.who.are.righ | 
| 64c60 |  74 20 68 61 6e 64 65 64 2e 20 54 68 65 6e 20 70    20 3d 20 34 2f 31 35 20 3d 20 32 37 25 2e 20 30  | t.handed..Then.p.=.4/15.=.27%..0 | 
| 64c80 |  2e 32 37 2a 31 35 20 3d 20 34 2c 0a 20 20 20 20    20 20 20 20 73 6f 20 74 68 65 20 62 69 6e 6f 6d  | .27*15.=.4,.........so.the.binom | 
| 64ca0 |  69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e    20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20  | ial.distribution.should.be.used. | 
| 64cc0 |  69 6e 20 74 68 69 73 20 63 61 73 65 2e 0a 0a 20    20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65  | in.this.case...........Reference | 
| 64ce0 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20  | s.........----------............ | 
| 64d00 |  5b 31 5d 20 44 61 6c 67 61 61 72 64 2c 20 50 65    74 65 72 2c 20 22 49 6e 74 72 6f 64 75 63 74 6f  | [1].Dalgaard,.Peter,."Introducto | 
| 64d20 |  72 79 20 53 74 61 74 69 73 74 69 63 73 20 77 69    74 68 20 52 22 2c 0a 20 20 20 20 20 20 20 20 20  | ry.Statistics.with.R",.......... | 
| 64d40 |  20 20 20 20 20 20 53 70 72 69 6e 67 65 72 2d 56    65 72 6c 61 67 2c 20 32 30 30 32 2e 0a 20 20 20  | ......Springer-Verlag,.2002..... | 
| 64d60 |  20 20 20 20 20 2e 2e 20 5b 32 5d 20 47 6c 61 6e    74 7a 2c 20 53 74 61 6e 74 6f 6e 20 41 2e 20 22  | ........[2].Glantz,.Stanton.A.." | 
| 64d80 |  50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61    74 69 73 74 69 63 73 2e 22 2c 20 4d 63 47 72 61  | Primer.of.Biostatistics.",.McGra | 
| 64da0 |  77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 46 69 66 74 68 20 45 64 69  | w-Hill,................Fifth.Edi | 
| 64dc0 |  74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20    20 20 20 20 2e 2e 20 5b 33 5d 20 4c 65 6e 74 6e  | tion,.2002.............[3].Lentn | 
| 64de0 |  65 72 2c 20 4d 61 72 76 69 6e 2c 20 22 45 6c 65    6d 65 6e 74 61 72 79 20 41 70 70 6c 69 65 64 20  | er,.Marvin,."Elementary.Applied. | 
| 64e00 |  53 74 61 74 69 73 74 69 63 73 22 2c 20 42 6f 67    64 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20  | Statistics",.Bogden............. | 
| 64e20 |  20 20 20 61 6e 64 20 51 75 69 67 6c 65 79 2c 20    31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e  | ...and.Quigley,.1972............ | 
| 64e40 |  20 5b 34 5d 20 57 65 69 73 73 74 65 69 6e 2c 20    45 72 69 63 20 57 2e 20 22 42 69 6e 6f 6d 69 61  | .[4].Weisstein,.Eric.W.."Binomia | 
| 64e60 |  6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22    20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d  | l.Distribution.".From.MathWorld- | 
| 64e80 |  2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65  | -A................Wolfram.Web.Re | 
| 64ea0 |  73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61  | source.................http://ma | 
| 64ec0 |  74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e    63 6f 6d 2f 42 69 6e 6f 6d 69 61 6c 44 69 73 74  | thworld.wolfram.com/BinomialDist | 
| 64ee0 |  72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 35 5d 20 57 69 6b  | ribution.html............[5].Wik | 
| 64f00 |  69 70 65 64 69 61 2c 20 22 42 69 6e 6f 6d 69 61    6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c  | ipedia,."Binomial.distribution", | 
| 64f20 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70  | ................https://en.wikip | 
| 64f40 |  65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 42 69    6e 6f 6d 69 61 6c 5f 64 69 73 74 72 69 62 75 74  | edia.org/wiki/Binomial_distribut | 
| 64f60 |  69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61    6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | ion..........Examples.........-- | 
| 64f80 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44    72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d  | ------.........Draw.samples.from | 
| 64fa0 |  20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f    6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .the.distribution:..........>>>. | 
| 64fc0 |  6e 2c 20 70 20 3d 20 31 30 2c 20 2e 35 20 20 23    20 6e 75 6d 62 65 72 20 6f 66 20 74 72 69 61 6c  | n,.p.=.10,..5..#.number.of.trial | 
| 64fe0 |  73 2c 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f    66 20 65 61 63 68 20 74 72 69 61 6c 0a 20 20 20  | s,.probability.of.each.trial.... | 
| 65000 |  20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e    72 61 6e 64 6f 6d 2e 62 69 6e 6f 6d 69 61 6c 28  | .....>>>.s.=.np.random.binomial( | 
| 65020 |  6e 2c 20 70 2c 20 31 30 30 30 29 0a 20 20 20 20    20 20 20 20 23 20 72 65 73 75 6c 74 20 6f 66 20  | n,.p,.1000).........#.result.of. | 
| 65040 |  66 6c 69 70 70 69 6e 67 20 61 20 63 6f 69 6e 20    31 30 20 74 69 6d 65 73 2c 20 74 65 73 74 65 64  | flipping.a.coin.10.times,.tested | 
| 65060 |  20 31 30 30 30 20 74 69 6d 65 73 2e 0a 0a 20 20    20 20 20 20 20 20 41 20 72 65 61 6c 20 77 6f 72  | .1000.times...........A.real.wor | 
| 65080 |  6c 64 20 65 78 61 6d 70 6c 65 2e 20 41 20 63 6f    6d 70 61 6e 79 20 64 72 69 6c 6c 73 20 39 20 77  | ld.example..A.company.drills.9.w | 
| 650a0 |  69 6c 64 2d 63 61 74 20 6f 69 6c 20 65 78 70 6c    6f 72 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20  | ild-cat.oil.exploration......... | 
| 650c0 |  77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69 74 68    20 61 6e 20 65 73 74 69 6d 61 74 65 64 20 70 72  | wells,.each.with.an.estimated.pr | 
| 650e0 |  6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63    63 65 73 73 20 6f 66 20 30 2e 31 2e 20 41 6c 6c  | obability.of.success.of.0.1..All | 
| 65100 |  20 6e 69 6e 65 0a 20 20 20 20 20 20 20 20 77 65    6c 6c 73 20 66 61 69 6c 2e 20 57 68 61 74 20 69  | .nine.........wells.fail..What.i | 
| 65120 |  73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74    79 20 6f 66 20 74 68 61 74 20 68 61 70 70 65 6e  | s.the.probability.of.that.happen | 
| 65140 |  69 6e 67 3f 0a 0a 20 20 20 20 20 20 20 20 4c 65    74 27 73 20 64 6f 20 32 30 2c 30 30 30 20 74 72  | ing?..........Let's.do.20,000.tr | 
| 65160 |  69 61 6c 73 20 6f 66 20 74 68 65 20 6d 6f 64 65    6c 2c 20 61 6e 64 20 63 6f 75 6e 74 20 74 68 65  | ials.of.the.model,.and.count.the | 
| 65180 |  20 6e 75 6d 62 65 72 20 74 68 61 74 0a 20 20 20    20 20 20 20 20 67 65 6e 65 72 61 74 65 20 7a 65  | .number.that.........generate.ze | 
| 651a0 |  72 6f 20 70 6f 73 69 74 69 76 65 20 72 65 73 75    6c 74 73 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e  | ro.positive.results...........>> | 
| 651c0 |  3e 20 73 75 6d 28 6e 70 2e 72 61 6e 64 6f 6d 2e    62 69 6e 6f 6d 69 61 6c 28 39 2c 20 30 2e 31 2c  | >.sum(np.random.binomial(9,.0.1, | 
| 651e0 |  20 32 30 30 30 30 29 20 3d 3d 20 30 29 2f 32 30    30 30 30 2e 0a 20 20 20 20 20 20 20 20 23 20 61  | .20000).==.0)/20000..........#.a | 
| 65200 |  6e 73 77 65 72 20 3d 20 30 2e 33 38 38 38 35 2c    20 6f 72 20 33 38 25 2e 0a 0a 20 20 20 20 20 20  | nswer.=.0.38885,.or.38%......... | 
| 65220 |  20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 65240 |  0a 20 20 20 20 20 20 20 20 74 72 69 61 6e 67 75    6c 61 72 28 6c 65 66 74 2c 20 6d 6f 64 65 2c 20  | .........triangular(left,.mode,. | 
| 65260 |  72 69 67 68 74 2c 20 73 69 7a 65 3d 4e 6f 6e 65    29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20  | right,.size=None)..........Draw. | 
| 65280 |  73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65    20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74  | samples.from.the.triangular.dist | 
| 652a0 |  72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 74 68    65 0a 20 20 20 20 20 20 20 20 69 6e 74 65 72 76  | ribution.over.the.........interv | 
| 652c0 |  61 6c 20 60 60 5b 6c 65 66 74 2c 20 72 69 67 68    74 5d 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 54  | al.``[left,.right]``...........T | 
| 652e0 |  68 65 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69    73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20  | he.triangular.distribution.is.a. | 
| 65300 |  63 6f 6e 74 69 6e 75 6f 75 73 20 70 72 6f 62 61    62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64  | continuous.probability.........d | 
| 65320 |  69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68    20 6c 6f 77 65 72 20 6c 69 6d 69 74 20 6c 65 66  | istribution.with.lower.limit.lef | 
| 65340 |  74 2c 20 70 65 61 6b 20 61 74 20 6d 6f 64 65 2c    20 61 6e 64 20 75 70 70 65 72 0a 20 20 20 20 20  | t,.peak.at.mode,.and.upper...... | 
| 65360 |  20 20 20 6c 69 6d 69 74 20 72 69 67 68 74 2e 20    55 6e 6c 69 6b 65 20 74 68 65 20 6f 74 68 65 72  | ...limit.right..Unlike.the.other | 
| 65380 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 20    74 68 65 73 65 20 70 61 72 61 6d 65 74 65 72 73  | .distributions,.these.parameters | 
| 653a0 |  0a 20 20 20 20 20 20 20 20 64 69 72 65 63 74 6c    79 20 64 65 66 69 6e 65 20 74 68 65 20 73 68 61  | .........directly.define.the.sha | 
| 653c0 |  70 65 20 6f 66 20 74 68 65 20 70 64 66 2e 0a 0a    20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a  | pe.of.the.pdf..............note: | 
| 653e0 |  3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65    77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73  | :.............New.code.should.us | 
| 65400 |  65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 74  | e.the.`~numpy.random.Generator.t | 
| 65420 |  72 69 61 6e 67 75 6c 61 72 60 0a 20 20 20 20 20    20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66  | riangular`.............method.of | 
| 65440 |  20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f    6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73  | .a.`~numpy.random.Generator`.ins | 
| 65460 |  74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20    20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73  | tance.instead;.............pleas | 
| 65480 |  65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60    72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61  | e.see.the.:ref:`random-quick-sta | 
| 654a0 |  72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61    72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20  | rt`...........Parameters........ | 
| 654c0 |  20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 6c 65 66 74 20 3a 20 66 6c 6f 61 74  | .----------.........left.:.float | 
| 654e0 |  20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f    66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20  | .or.array_like.of.floats........ | 
| 65500 |  20 20 20 20 20 4c 6f 77 65 72 20 6c 69 6d 69 74    2e 0a 20 20 20 20 20 20 20 20 6d 6f 64 65 20 3a  | .....Lower.limit..........mode.: | 
| 65520 |  20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f    6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20  | .float.or.array_like.of.floats.. | 
| 65540 |  20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 76    61 6c 75 65 20 77 68 65 72 65 20 74 68 65 20 70  | ...........The.value.where.the.p | 
| 65560 |  65 61 6b 20 6f 66 20 74 68 65 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 6f 63 63 75 72 73 2e 0a  | eak.of.the.distribution.occurs.. | 
| 65580 |  20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20    76 61 6c 75 65 20 6d 75 73 74 20 66 75 6c 66 69  | ............The.value.must.fulfi | 
| 655a0 |  6c 6c 20 74 68 65 20 63 6f 6e 64 69 74 69 6f 6e    20 60 60 6c 65 66 74 20 3c 3d 20 6d 6f 64 65 20  | ll.the.condition.``left.<=.mode. | 
| 655c0 |  3c 3d 20 72 69 67 68 74 60 60 2e 0a 20 20 20 20    20 20 20 20 72 69 67 68 74 20 3a 20 66 6c 6f 61  | <=.right``..........right.:.floa | 
| 655e0 |  74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20    6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20  | t.or.array_like.of.floats....... | 
| 65600 |  20 20 20 20 20 20 55 70 70 65 72 20 6c 69 6d 69    74 2c 20 6d 75 73 74 20 62 65 20 6c 61 72 67 65  | ......Upper.limit,.must.be.large | 
| 65620 |  72 20 74 68 61 6e 20 60 6c 65 66 74 60 2e 0a 20    20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e  | r.than.`left`..........size.:.in | 
| 65640 |  74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e    74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20  | t.or.tuple.of.ints,.optional.... | 
| 65660 |  20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20    73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67  | .........Output.shape...If.the.g | 
| 65680 |  69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65    2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29  | iven.shape.is,.e.g.,.``(m,.n,.k) | 
| 656a0 |  60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20    20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b  | ``,.then.............``m.*.n.*.k | 
| 656c0 |  60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64    72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69  | ``.samples.are.drawn...If.size.i | 
| 656e0 |  73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61    75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20  | s.``None``.(default),........... | 
| 65700 |  20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65    20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20  | ..a.single.value.is.returned.if. | 
| 65720 |  60 60 6c 65 66 74 60 60 2c 20 60 60 6d 6f 64 65    60 60 2c 20 61 6e 64 20 60 60 72 69 67 68 74 60  | ``left``,.``mode``,.and.``right` | 
| 65740 |  60 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 72    65 20 61 6c 6c 20 73 63 61 6c 61 72 73 2e 20 20  | `.............are.all.scalars... | 
| 65760 |  4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e    62 72 6f 61 64 63 61 73 74 28 6c 65 66 74 2c 20  | Otherwise,.``np.broadcast(left,. | 
| 65780 |  6d 6f 64 65 2c 20 72 69 67 68 74 29 2e 73 69 7a    65 60 60 0a 20 20 20 20 20 20 20 20 20 20 20 20  | mode,.right).size``............. | 
| 657a0 |  73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75  | samples.are.drawn...........Retu | 
| 657c0 |  72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20  | rns.........-------.........out. | 
| 657e0 |  3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61    6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20  | :.ndarray.or.scalar............. | 
| 65800 |  44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72    6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72  | Drawn.samples.from.the.parameter | 
| 65820 |  69 7a 65 64 20 74 72 69 61 6e 67 75 6c 61 72 20    64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20  | ized.triangular.distribution.... | 
| 65840 |  20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | .......See.Also.........-------- | 
| 65860 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e    47 65 6e 65 72 61 74 6f 72 2e 74 72 69 61 6e 67  | .........random.Generator.triang | 
| 65880 |  75 6c 61 72 3a 20 77 68 69 63 68 20 73 68 6f 75    6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e  | ular:.which.should.be.used.for.n | 
| 658a0 |  65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20    20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20  | ew.code...........Notes......... | 
| 658c0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68    65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65  | -----.........The.probability.de | 
| 658e0 |  6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66    6f 72 20 74 68 65 20 74 72 69 61 6e 67 75 6c 61  | nsity.function.for.the.triangula | 
| 65900 |  72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69    73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61  | r.distribution.is.............ma | 
| 65920 |  74 68 3a 3a 20 50 28 78 3b 6c 2c 20 6d 2c 20 72    29 20 3d 20 5c 62 65 67 69 6e 7b 63 61 73 65 73  | th::.P(x;l,.m,.r).=.\begin{cases | 
| 65940 |  7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 5c 66 72 61 63 7b 32 28 78 2d 6c 29  | }...................\frac{2(x-l) | 
| 65960 |  7d 7b 28 72 2d 6c 29 28 6d 2d 6c 29 7d 26 20 5c    74 65 78 74 7b 66 6f 72 20 24 6c 20 5c 6c 65 71  | }{(r-l)(m-l)}&.\text{for.$l.\leq | 
| 65980 |  20 78 20 5c 6c 65 71 20 6d 24 7d 2c 5c 5c 0a 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .x.\leq.m$},\\.................. | 
| 659a0 |  20 5c 66 72 61 63 7b 32 28 72 2d 78 29 7d 7b 28    72 2d 6c 29 28 72 2d 6d 29 7d 26 20 5c 74 65 78  | .\frac{2(r-x)}{(r-l)(r-m)}&.\tex | 
| 659c0 |  74 7b 66 6f 72 20 24 6d 20 5c 6c 65 71 20 78 20    5c 6c 65 71 20 72 24 7d 2c 5c 5c 0a 20 20 20 20  | t{for.$m.\leq.x.\leq.r$},\\..... | 
| 659e0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 30 26    20 5c 74 65 78 74 7b 6f 74 68 65 72 77 69 73 65  | ..............0&.\text{otherwise | 
| 65a00 |  7d 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 5c 65 6e 64 7b 63 61 73 65 73 7d  | }....................\end{cases} | 
| 65a20 |  0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 72    69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62  | ..........The.triangular.distrib | 
| 65a40 |  75 74 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75    73 65 64 20 69 6e 20 69 6c 6c 2d 64 65 66 69 6e  | ution.is.often.used.in.ill-defin | 
| 65a60 |  65 64 0a 20 20 20 20 20 20 20 20 70 72 6f 62 6c    65 6d 73 20 77 68 65 72 65 20 74 68 65 20 75 6e  | ed.........problems.where.the.un | 
| 65a80 |  64 65 72 6c 79 69 6e 67 20 64 69 73 74 72 69 62    75 74 69 6f 6e 20 69 73 20 6e 6f 74 20 6b 6e 6f  | derlying.distribution.is.not.kno | 
| 65aa0 |  77 6e 2c 20 62 75 74 0a 20 20 20 20 20 20 20 20    73 6f 6d 65 20 6b 6e 6f 77 6c 65 64 67 65 20 6f  | wn,.but.........some.knowledge.o | 
| 65ac0 |  66 20 74 68 65 20 6c 69 6d 69 74 73 20 61 6e 64    20 6d 6f 64 65 20 65 78 69 73 74 73 2e 20 4f 66  | f.the.limits.and.mode.exists..Of | 
| 65ae0 |  74 65 6e 20 69 74 20 69 73 20 75 73 65 64 0a 20    20 20 20 20 20 20 20 69 6e 20 73 69 6d 75 6c 61  | ten.it.is.used.........in.simula | 
| 65b00 |  74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20    52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20  | tions...........References...... | 
| 65b20 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 69 6b  | ...----------............[1].Wik | 
| 65b40 |  69 70 65 64 69 61 2c 20 22 54 72 69 61 6e 67 75    6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | ipedia,."Triangular.distribution | 
| 65b60 |  22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69  | "................https://en.wiki | 
| 65b80 |  70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 54    72 69 61 6e 67 75 6c 61 72 5f 64 69 73 74 72 69  | pedia.org/wiki/Triangular_distri | 
| 65ba0 |  62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20    45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20  | bution..........Examples........ | 
| 65bc0 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72  | .--------.........Draw.values.fr | 
| 65be0 |  6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74    69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65  | om.the.distribution.and.plot.the | 
| 65c00 |  20 68 69 73 74 6f 67 72 61 6d 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20  | .histogram:..........>>>.import. | 
| 65c20 |  6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f    74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20  | matplotlib.pyplot.as.plt........ | 
| 65c40 |  20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73    74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 74 72 69 61  | .>>>.h.=.plt.hist(np.random.tria | 
| 65c60 |  6e 67 75 6c 61 72 28 2d 33 2c 20 30 2c 20 38 2c    20 31 30 30 30 30 30 29 2c 20 62 69 6e 73 3d 32  | ngular(-3,.0,.8,.100000),.bins=2 | 
| 65c80 |  30 30 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20    20 20 20 20 20 20 20 20 20 20 20 20 20 64 65 6e  | 00,..........................den | 
| 65ca0 |  73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28  | sity=True).........>>>.plt.show( | 
| 65cc0 |  29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | )............................... | 
| 65ce0 |  0a 20 20 20 20 20 20 20 20 77 61 6c 64 28 6d 65    61 6e 2c 20 73 63 61 6c 65 2c 20 73 69 7a 65 3d  | .........wald(mean,.scale,.size= | 
| 65d00 |  4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44    72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d  | None)..........Draw.samples.from | 
| 65d20 |  20 61 20 57 61 6c 64 2c 20 6f 72 20 69 6e 76 65    72 73 65 20 47 61 75 73 73 69 61 6e 2c 20 64 69  | .a.Wald,.or.inverse.Gaussian,.di | 
| 65d40 |  73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20    20 20 20 20 20 41 73 20 74 68 65 20 73 63 61 6c  | stribution...........As.the.scal | 
| 65d60 |  65 20 61 70 70 72 6f 61 63 68 65 73 20 69 6e 66    69 6e 69 74 79 2c 20 74 68 65 20 64 69 73 74 72  | e.approaches.infinity,.the.distr | 
| 65d80 |  69 62 75 74 69 6f 6e 20 62 65 63 6f 6d 65 73 20    6d 6f 72 65 20 6c 69 6b 65 20 61 0a 20 20 20 20  | ibution.becomes.more.like.a..... | 
| 65da0 |  20 20 20 20 47 61 75 73 73 69 61 6e 2e 20 53 6f    6d 65 20 72 65 66 65 72 65 6e 63 65 73 20 63 6c  | ....Gaussian..Some.references.cl | 
| 65dc0 |  61 69 6d 20 74 68 61 74 20 74 68 65 20 57 61 6c    64 20 69 73 20 61 6e 20 69 6e 76 65 72 73 65 20  | aim.that.the.Wald.is.an.inverse. | 
| 65de0 |  47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20    20 77 69 74 68 20 6d 65 61 6e 20 65 71 75 61 6c  | Gaussian.........with.mean.equal | 
| 65e00 |  20 74 6f 20 31 2c 20 62 75 74 20 74 68 69 73 20    69 73 20 62 79 20 6e 6f 20 6d 65 61 6e 73 20 75  | .to.1,.but.this.is.by.no.means.u | 
| 65e20 |  6e 69 76 65 72 73 61 6c 2e 0a 0a 20 20 20 20 20    20 20 20 54 68 65 20 69 6e 76 65 72 73 65 20 47  | niversal...........The.inverse.G | 
| 65e40 |  61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75    74 69 6f 6e 20 77 61 73 20 66 69 72 73 74 20 73  | aussian.distribution.was.first.s | 
| 65e60 |  74 75 64 69 65 64 20 69 6e 20 72 65 6c 61 74 69    6f 6e 73 68 69 70 20 74 6f 0a 20 20 20 20 20 20  | tudied.in.relationship.to....... | 
| 65e80 |  20 20 42 72 6f 77 6e 69 61 6e 20 6d 6f 74 69 6f    6e 2e 20 49 6e 20 31 39 35 36 20 4d 2e 43 2e 4b  | ..Brownian.motion..In.1956.M.C.K | 
| 65ea0 |  2e 20 54 77 65 65 64 69 65 20 75 73 65 64 20 74    68 65 20 6e 61 6d 65 20 69 6e 76 65 72 73 65 20  | ..Tweedie.used.the.name.inverse. | 
| 65ec0 |  47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20    20 62 65 63 61 75 73 65 20 74 68 65 72 65 20 69  | Gaussian.........because.there.i | 
| 65ee0 |  73 20 61 6e 20 69 6e 76 65 72 73 65 20 72 65 6c    61 74 69 6f 6e 73 68 69 70 20 62 65 74 77 65 65  | s.an.inverse.relationship.betwee | 
| 65f00 |  6e 20 74 68 65 20 74 69 6d 65 20 74 6f 20 63 6f    76 65 72 20 61 0a 20 20 20 20 20 20 20 20 75 6e  | n.the.time.to.cover.a.........un | 
| 65f20 |  69 74 20 64 69 73 74 61 6e 63 65 20 61 6e 64 20    64 69 73 74 61 6e 63 65 20 63 6f 76 65 72 65 64  | it.distance.and.distance.covered | 
| 65f40 |  20 69 6e 20 75 6e 69 74 20 74 69 6d 65 2e 0a 0a    20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a  | .in.unit.time..............note: | 
| 65f60 |  3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65    77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73  | :.............New.code.should.us | 
| 65f80 |  65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 77  | e.the.`~numpy.random.Generator.w | 
| 65fa0 |  61 6c 64 60 0a 20 20 20 20 20 20 20 20 20 20 20    20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e  | ald`.............method.of.a.`~n | 
| 65fc0 |  75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20  | umpy.random.Generator`.instance. | 
| 65fe0 |  69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20    20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20  | instead;.............please.see. | 
| 66000 |  74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d    2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a  | the.:ref:`random-quick-start`... | 
| 66020 |  20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65    72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ........Parameters.........----- | 
| 66040 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 65    61 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72  | -----.........mean.:.float.or.ar | 
| 66060 |  72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61    74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44  | ray_like.of.floats.............D | 
| 66080 |  69 73 74 72 69 62 75 74 69 6f 6e 20 6d 65 61 6e    2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20  | istribution.mean,.must.be.>.0... | 
| 660a0 |  20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66    6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69  | .......scale.:.float.or.array_li | 
| 660c0 |  6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20    20 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 70  | ke.of.floats.............Scale.p | 
| 660e0 |  61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74 20 62    65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73  | arameter,.must.be.>.0..........s | 
| 66100 |  69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70    6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69  | ize.:.int.or.tuple.of.ints,.opti | 
| 66120 |  6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20    20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20  | onal.............Output.shape... | 
| 66140 |  49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61    70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28  | If.the.given.shape.is,.e.g.,.``( | 
| 66160 |  6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e    0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d  | m,.n,.k)``,.then.............``m | 
| 66180 |  20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49  | .*.n.*.k``.samples.are.drawn...I | 
| 661a0 |  66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65    60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20  | f.size.is.``None``.(default),... | 
| 661c0 |  20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67    6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75  | ..........a.single.value.is.retu | 
| 661e0 |  72 6e 65 64 20 69 66 20 60 60 6d 65 61 6e 60 60    20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 20 61  | rned.if.``mean``.and.``scale``.a | 
| 66200 |  72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e    0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68  | re.both.scalars..............Oth | 
| 66220 |  65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f    61 64 63 61 73 74 28 6d 65 61 6e 2c 20 73 63 61  | erwise,.``np.broadcast(mean,.sca | 
| 66240 |  6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20  | le).size``.samples.are.drawn.... | 
| 66260 |  20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20  | .......Returns.........-------.. | 
| 66280 |  20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61    72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20  | .......out.:.ndarray.or.scalar.. | 
| 662a0 |  20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68  | ...........Drawn.samples.from.th | 
| 662c0 |  65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20    57 61 6c 64 20 64 69 73 74 72 69 62 75 74 69 6f  | e.parameterized.Wald.distributio | 
| 662e0 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20    41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d  | n...........See.Also.........--- | 
| 66300 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 77  | -----.........random.Generator.w | 
| 66320 |  61 6c 64 3a 20 77 68 69 63 68 20 73 68 6f 75 6c    64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65  | ald:.which.should.be.used.for.ne | 
| 66340 |  77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20    20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d  | w.code...........Notes.........- | 
| 66360 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65    20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e  | ----.........The.probability.den | 
| 66380 |  73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 6f    72 20 74 68 65 20 57 61 6c 64 20 64 69 73 74 72  | sity.function.for.the.Wald.distr | 
| 663a0 |  69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20    20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28  | ibution.is.............math::.P( | 
| 663c0 |  78 3b 6d 65 61 6e 2c 73 63 61 6c 65 29 20 3d 20    5c 73 71 72 74 7b 5c 66 72 61 63 7b 73 63 61 6c  | x;mean,scale).=.\sqrt{\frac{scal | 
| 663e0 |  65 7d 7b 32 5c 70 69 20 78 5e 33 7d 7d 65 5e 0a    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | e}{2\pi.x^3}}e^................. | 
| 66400 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 5c 66 72 61 63 7b 2d 73 63 61 6c 65  | ....................\frac{-scale | 
| 66420 |  28 78 2d 6d 65 61 6e 29 5e 32 7d 7b 32 5c 63 64    6f 74 70 20 6d 65 61 6e 5e 32 78 7d 0a 0a 20 20  | (x-mean)^2}{2\cdotp.mean^2x}.... | 
| 66440 |  20 20 20 20 20 20 41 73 20 6e 6f 74 65 64 20 61    62 6f 76 65 20 74 68 65 20 69 6e 76 65 72 73 65  | ......As.noted.above.the.inverse | 
| 66460 |  20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69    62 75 74 69 6f 6e 20 66 69 72 73 74 20 61 72 69  | .Gaussian.distribution.first.ari | 
| 66480 |  73 65 0a 20 20 20 20 20 20 20 20 66 72 6f 6d 20    61 74 74 65 6d 70 74 73 20 74 6f 20 6d 6f 64 65  | se.........from.attempts.to.mode | 
| 664a0 |  6c 20 42 72 6f 77 6e 69 61 6e 20 6d 6f 74 69 6f    6e 2e 20 49 74 20 69 73 20 61 6c 73 6f 20 61 0a  | l.Brownian.motion..It.is.also.a. | 
| 664c0 |  20 20 20 20 20 20 20 20 63 6f 6d 70 65 74 69 74    6f 72 20 74 6f 20 74 68 65 20 57 65 69 62 75 6c  | ........competitor.to.the.Weibul | 
| 664e0 |  6c 20 66 6f 72 20 75 73 65 20 69 6e 20 72 65 6c    69 61 62 69 6c 69 74 79 20 6d 6f 64 65 6c 69 6e  | l.for.use.in.reliability.modelin | 
| 66500 |  67 20 61 6e 64 0a 20 20 20 20 20 20 20 20 6d 6f    64 65 6c 69 6e 67 20 73 74 6f 63 6b 20 72 65 74  | g.and.........modeling.stock.ret | 
| 66520 |  75 72 6e 73 20 61 6e 64 20 69 6e 74 65 72 65 73    74 20 72 61 74 65 20 70 72 6f 63 65 73 73 65 73  | urns.and.interest.rate.processes | 
| 66540 |  2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72    65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | ...........References.........-- | 
| 66560 |  2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 2e 2e 20 5b 31 5d 20 42 72 69 67 68 74 6f 6e  | --------............[1].Brighton | 
| 66580 |  20 57 65 62 73 20 4c 74 64 2e 2c 20 57 61 6c 64    20 44 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20  | .Webs.Ltd.,.Wald.Distribution,.. | 
| 665a0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74    74 70 73 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76  | ..............https://web.archiv | 
| 665c0 |  65 2e 6f 72 67 2f 77 65 62 2f 32 30 30 39 30 34    32 33 30 31 34 30 31 30 2f 68 74 74 70 3a 2f 2f  | e.org/web/20090423014010/http:// | 
| 665e0 |  77 77 77 2e 62 72 69 67 68 74 6f 6e 2d 77 65 62    73 2e 63 6f 2e 75 6b 3a 38 30 2f 64 69 73 74 72  | www.brighton-webs.co.uk:80/distr | 
| 66600 |  69 62 75 74 69 6f 6e 73 2f 77 61 6c 64 2e 61 73    70 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d  | ibutions/wald.asp............[2] | 
| 66620 |  20 43 68 68 69 6b 61 72 61 2c 20 52 61 6a 20 53    2e 2c 20 61 6e 64 20 46 6f 6c 6b 73 2c 20 4a 2e  | .Chhikara,.Raj.S.,.and.Folks,.J. | 
| 66640 |  20 4c 65 72 6f 79 2c 20 22 54 68 65 20 49 6e 76    65 72 73 65 20 47 61 75 73 73 69 61 6e 0a 20 20  | .Leroy,."The.Inverse.Gaussian... | 
| 66660 |  20 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73    74 72 69 62 75 74 69 6f 6e 3a 20 54 68 65 6f 72  | .............Distribution:.Theor | 
| 66680 |  79 20 3a 20 4d 65 74 68 6f 64 6f 6c 6f 67 79 2c    20 61 6e 64 20 41 70 70 6c 69 63 61 74 69 6f 6e  | y.:.Methodology,.and.Application | 
| 666a0 |  73 22 2c 20 43 52 43 20 50 72 65 73 73 2c 0a 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39  | s",.CRC.Press,................19 | 
| 666c0 |  38 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b    33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 49  | 88.............[3].Wikipedia,."I | 
| 666e0 |  6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 20    64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20  | nverse.Gaussian.distribution"... | 
| 66700 |  20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74    70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69  | .............https://en.wikipedi | 
| 66720 |  61 2e 6f 72 67 2f 77 69 6b 69 2f 49 6e 76 65 72    73 65 5f 47 61 75 73 73 69 61 6e 5f 64 69 73 74  | a.org/wiki/Inverse_Gaussian_dist | 
| 66740 |  72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20    20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20  | ribution..........Examples...... | 
| 66760 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20  | ...--------.........Draw.values. | 
| 66780 |  66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62    75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74  | from.the.distribution.and.plot.t | 
| 667a0 |  68 65 20 68 69 73 74 6f 67 72 61 6d 3a 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72  | he.histogram:..........>>>.impor | 
| 667c0 |  74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70    6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20  | t.matplotlib.pyplot.as.plt...... | 
| 667e0 |  20 20 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68    69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 77 61  | ...>>>.h.=.plt.hist(np.random.wa | 
| 66800 |  6c 64 28 33 2c 20 32 2c 20 31 30 30 30 30 30 29    2c 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73  | ld(3,.2,.100000),.bins=200,.dens | 
| 66820 |  69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29  | ity=True).........>>>.plt.show() | 
| 66840 |  0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 66860 |  0a 20 20 20 20 20 20 20 20 72 61 79 6c 65 69 67    68 28 73 63 61 6c 65 3d 31 2e 30 2c 20 73 69 7a  | .........rayleigh(scale=1.0,.siz | 
| 66880 |  65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20    20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72  | e=None)..........Draw.samples.fr | 
| 668a0 |  6f 6d 20 61 20 52 61 79 6c 65 69 67 68 20 64 69    73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20  | om.a.Rayleigh.distribution...... | 
| 668c0 |  20 20 20 20 20 54 68 65 20 3a 6d 61 74 68 3a 60    5c 63 68 69 60 20 61 6e 64 20 57 65 69 62 75 6c  | .....The.:math:`\chi`.and.Weibul | 
| 668e0 |  6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20    61 72 65 20 67 65 6e 65 72 61 6c 69 7a 61 74 69  | l.distributions.are.generalizati | 
| 66900 |  6f 6e 73 20 6f 66 20 74 68 65 0a 20 20 20 20 20    20 20 20 52 61 79 6c 65 69 67 68 2e 0a 0a 20 20  | ons.of.the.........Rayleigh..... | 
| 66920 |  20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a    20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20  | .........note::.............New. | 
| 66940 |  63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20    74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64  | code.should.use.the.`~numpy.rand | 
| 66960 |  6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 79    6c 65 69 67 68 60 0a 20 20 20 20 20 20 20 20 20  | om.Generator.rayleigh`.......... | 
| 66980 |  20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60    7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65  | ...method.of.a.`~numpy.random.Ge | 
| 669a0 |  6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63    65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20  | nerator`.instance.instead;...... | 
| 669c0 |  20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65    65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64  | .......please.see.the.:ref:`rand | 
| 669e0 |  6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e    0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65  | om-quick-start`...........Parame | 
| 66a00 |  74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d    2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | ters.........----------......... | 
| 66a20 |  73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72    20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66  | scale.:.float.or.array_like.of.f | 
| 66a40 |  6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a    20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c  | loats,.optional.............Scal | 
| 66a60 |  65 2c 20 61 6c 73 6f 20 65 71 75 61 6c 73 20 74    68 65 20 6d 6f 64 65 2e 20 4d 75 73 74 20 62 65  | e,.also.equals.the.mode..Must.be | 
| 66a80 |  20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 20 44    65 66 61 75 6c 74 20 69 73 20 31 2e 0a 20 20 20  | .non-negative..Default.is.1..... | 
| 66aa0 |  20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20    6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73  | .....size.:.int.or.tuple.of.ints | 
| 66ac0 |  2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20    20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68  | ,.optional.............Output.sh | 
| 66ae0 |  61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76    65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67  | ape...If.the.given.shape.is,.e.g | 
| 66b00 |  2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60    2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20  | .,.``(m,.n,.k)``,.then.......... | 
| 66b20 |  20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60    20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61  | ...``m.*.n.*.k``.samples.are.dra | 
| 66b40 |  77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20    60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c  | wn...If.size.is.``None``.(defaul | 
| 66b60 |  74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20    61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69  | t),.............a.single.value.i | 
| 66b80 |  73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60    73 63 61 6c 65 60 60 20 69 73 20 61 20 73 63 61  | s.returned.if.``scale``.is.a.sca | 
| 66ba0 |  6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c    0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e  | lar...Otherwise,.............``n | 
| 66bc0 |  70 2e 61 72 72 61 79 28 73 63 61 6c 65 29 2e 73    69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72  | p.array(scale).size``.samples.ar | 
| 66be0 |  65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20    20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20  | e.drawn...........Returns....... | 
| 66c00 |  20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20  | ..-------.........out.:.ndarray. | 
| 66c20 |  6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20    20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70  | or.scalar.............Drawn.samp | 
| 66c40 |  6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72    61 6d 65 74 65 72 69 7a 65 64 20 52 61 79 6c 65  | les.from.the.parameterized.Rayle | 
| 66c60 |  69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e    2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41  | igh.distribution...........See.A | 
| 66c80 |  6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e  | lso.........--------.........ran | 
| 66ca0 |  64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61    79 6c 65 69 67 68 3a 20 77 68 69 63 68 20 73 68  | dom.Generator.rayleigh:.which.sh | 
| 66cc0 |  6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72    20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20  | ould.be.used.for.new.code....... | 
| 66ce0 |  20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | ....Notes.........-----......... | 
| 66d00 |  54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20    64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e  | The.probability.density.function | 
| 66d20 |  20 66 6f 72 20 74 68 65 20 52 61 79 6c 65 69 67    68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69  | .for.the.Rayleigh.distribution.i | 
| 66d40 |  73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61    74 68 3a 3a 20 50 28 78 3b 73 63 61 6c 65 29 20  | s.............math::.P(x;scale). | 
| 66d60 |  3d 20 5c 66 72 61 63 7b 78 7d 7b 73 63 61 6c 65    5e 32 7d 65 5e 7b 5c 66 72 61 63 7b 2d 78 5e 32  | =.\frac{x}{scale^2}e^{\frac{-x^2 | 
| 66d80 |  7d 7b 32 20 5c 63 64 6f 74 70 20 73 63 61 6c 65    5e 32 7d 7d 0a 0a 20 20 20 20 20 20 20 20 54 68  | }{2.\cdotp.scale^2}}..........Th | 
| 66da0 |  65 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 77 6f 75 6c 64 20 61 72  | e.Rayleigh.distribution.would.ar | 
| 66dc0 |  69 73 65 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65    2c 20 69 66 20 74 68 65 20 45 61 73 74 0a 20 20  | ise,.for.example,.if.the.East... | 
| 66de0 |  20 20 20 20 20 20 61 6e 64 20 4e 6f 72 74 68 20    63 6f 6d 70 6f 6e 65 6e 74 73 20 6f 66 20 74 68  | ......and.North.components.of.th | 
| 66e00 |  65 20 77 69 6e 64 20 76 65 6c 6f 63 69 74 79 20    68 61 64 20 69 64 65 6e 74 69 63 61 6c 20 7a 65  | e.wind.velocity.had.identical.ze | 
| 66e20 |  72 6f 2d 6d 65 61 6e 0a 20 20 20 20 20 20 20 20    47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62  | ro-mean.........Gaussian.distrib | 
| 66e40 |  75 74 69 6f 6e 73 2e 20 20 54 68 65 6e 20 74 68    65 20 77 69 6e 64 20 73 70 65 65 64 20 77 6f 75  | utions...Then.the.wind.speed.wou | 
| 66e60 |  6c 64 20 68 61 76 65 20 61 20 52 61 79 6c 65 69    67 68 0a 20 20 20 20 20 20 20 20 64 69 73 74 72  | ld.have.a.Rayleigh.........distr | 
| 66e80 |  69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20    20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20  | ibution...........References.... | 
| 66ea0 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42  | .....----------............[1].B | 
| 66ec0 |  72 69 67 68 74 6f 6e 20 57 65 62 73 20 4c 74 64    2e 2c 20 22 52 61 79 6c 65 69 67 68 20 44 69 73  | righton.Webs.Ltd.,."Rayleigh.Dis | 
| 66ee0 |  74 72 69 62 75 74 69 6f 6e 2c 22 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73  | tribution,"................https | 
| 66f00 |  3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 65 2e 6f    72 67 2f 77 65 62 2f 32 30 30 39 30 35 31 34 30  | ://web.archive.org/web/200905140 | 
| 66f20 |  39 31 34 32 34 2f 68 74 74 70 3a 2f 2f 62 72 69    67 68 74 6f 6e 2d 77 65 62 73 2e 63 6f 2e 75 6b  | 91424/http://brighton-webs.co.uk | 
| 66f40 |  3a 38 30 2f 64 69 73 74 72 69 62 75 74 69 6f 6e    73 2f 72 61 79 6c 65 69 67 68 2e 61 73 70 0a 20  | :80/distributions/rayleigh.asp.. | 
| 66f60 |  20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69    6b 69 70 65 64 69 61 2c 20 22 52 61 79 6c 65 69  | ..........[2].Wikipedia,."Raylei | 
| 66f80 |  67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | gh.distribution"................ | 
| 66fa0 |  68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70    65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 52 61  | https://en.wikipedia.org/wiki/Ra | 
| 66fc0 |  79 6c 65 69 67 68 5f 64 69 73 74 72 69 62 75 74    69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61  | yleigh_distribution..........Exa | 
| 66fe0 |  6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44  | mples.........--------.........D | 
| 67000 |  72 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20    74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | raw.values.from.the.distribution | 
| 67020 |  20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 68 69    73 74 6f 67 72 61 6d 0a 0a 20 20 20 20 20 20 20  | .and.plot.the.histogram......... | 
| 67040 |  20 3e 3e 3e 20 66 72 6f 6d 20 6d 61 74 70 6c 6f    74 6c 69 62 2e 70 79 70 6c 6f 74 20 69 6d 70 6f  | .>>>.from.matplotlib.pyplot.impo | 
| 67060 |  72 74 20 68 69 73 74 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 68 69 73  | rt.hist.........>>>.values.=.his | 
| 67080 |  74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 79 6c    65 69 67 68 28 33 2c 20 31 30 30 30 30 30 29 2c  | t(np.random.rayleigh(3,.100000), | 
| 670a0 |  20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73 69    74 79 3d 54 72 75 65 29 0a 0a 20 20 20 20 20 20  | .bins=200,.density=True)........ | 
| 670c0 |  20 20 57 61 76 65 20 68 65 69 67 68 74 73 20 74    65 6e 64 20 74 6f 20 66 6f 6c 6c 6f 77 20 61 20  | ..Wave.heights.tend.to.follow.a. | 
| 670e0 |  52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2e 20 49 66 20 74 68 65 20 6d 65  | Rayleigh.distribution..If.the.me | 
| 67100 |  61 6e 20 77 61 76 65 0a 20 20 20 20 20 20 20 20    68 65 69 67 68 74 20 69 73 20 31 20 6d 65 74 65  | an.wave.........height.is.1.mete | 
| 67120 |  72 2c 20 77 68 61 74 20 66 72 61 63 74 69 6f 6e    20 6f 66 20 77 61 76 65 73 20 61 72 65 20 6c 69  | r,.what.fraction.of.waves.are.li | 
| 67140 |  6b 65 6c 79 20 74 6f 20 62 65 20 6c 61 72 67 65    72 20 74 68 61 6e 20 33 0a 20 20 20 20 20 20 20  | kely.to.be.larger.than.3........ | 
| 67160 |  20 6d 65 74 65 72 73 3f 0a 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 6d 65 61 6e 76 61 6c 75 65 20  | .meters?..........>>>.meanvalue. | 
| 67180 |  3d 20 31 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    6d 6f 64 65 76 61 6c 75 65 20 3d 20 6e 70 2e 73  | =.1.........>>>.modevalue.=.np.s | 
| 671a0 |  71 72 74 28 32 20 2f 20 6e 70 2e 70 69 29 20 2a    20 6d 65 61 6e 76 61 6c 75 65 0a 20 20 20 20 20  | qrt(2./.np.pi).*.meanvalue...... | 
| 671c0 |  20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61    6e 64 6f 6d 2e 72 61 79 6c 65 69 67 68 28 6d 6f  | ...>>>.s.=.np.random.rayleigh(mo | 
| 671e0 |  64 65 76 61 6c 75 65 2c 20 31 30 30 30 30 30 30    29 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70  | devalue,.1000000)..........The.p | 
| 67200 |  65 72 63 65 6e 74 61 67 65 20 6f 66 20 77 61 76    65 73 20 6c 61 72 67 65 72 20 74 68 61 6e 20 33  | ercentage.of.waves.larger.than.3 | 
| 67220 |  20 6d 65 74 65 72 73 20 69 73 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 31 30 30 2e 2a 73 75  | .meters.is:..........>>>.100.*su | 
| 67240 |  6d 28 73 3e 33 29 2f 31 30 30 30 30 30 30 2e 0a    20 20 20 20 20 20 20 20 30 2e 30 38 37 33 30 30  | m(s>3)/1000000..........0.087300 | 
| 67260 |  30 30 30 30 30 30 30 30 30 30 30 33 20 23 20 72    61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00  | 000000000003.#.random........... | 
| 67280 |  0a 20 20 20 20 20 20 20 20 6c 6f 67 6e 6f 72 6d    61 6c 28 6d 65 61 6e 3d 30 2e 30 2c 20 73 69 67  | .........lognormal(mean=0.0,.sig | 
| 672a0 |  6d 61 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e    65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77  | ma=1.0,.size=None)..........Draw | 
| 672c0 |  20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20    6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72  | .samples.from.a.log-normal.distr | 
| 672e0 |  69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20    20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66  | ibution...........Draw.samples.f | 
| 67300 |  72 6f 6d 20 61 20 6c 6f 67 2d 6e 6f 72 6d 61 6c    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69  | rom.a.log-normal.distribution.wi | 
| 67320 |  74 68 20 73 70 65 63 69 66 69 65 64 20 6d 65 61    6e 2c 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64  | th.specified.mean,.........stand | 
| 67340 |  61 72 64 20 64 65 76 69 61 74 69 6f 6e 2c 20 61    6e 64 20 61 72 72 61 79 20 73 68 61 70 65 2e 20  | ard.deviation,.and.array.shape.. | 
| 67360 |  20 4e 6f 74 65 20 74 68 61 74 20 74 68 65 20 6d    65 61 6e 20 61 6e 64 20 73 74 61 6e 64 61 72 64  | .Note.that.the.mean.and.standard | 
| 67380 |  0a 20 20 20 20 20 20 20 20 64 65 76 69 61 74 69    6f 6e 20 61 72 65 20 6e 6f 74 20 74 68 65 20 76  | .........deviation.are.not.the.v | 
| 673a0 |  61 6c 75 65 73 20 66 6f 72 20 74 68 65 20 64 69    73 74 72 69 62 75 74 69 6f 6e 20 69 74 73 65 6c  | alues.for.the.distribution.itsel | 
| 673c0 |  66 2c 20 62 75 74 20 6f 66 20 74 68 65 0a 20 20    20 20 20 20 20 20 75 6e 64 65 72 6c 79 69 6e 67  | f,.but.of.the.........underlying | 
| 673e0 |  20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75    74 69 6f 6e 20 69 74 20 69 73 20 64 65 72 69 76  | .normal.distribution.it.is.deriv | 
| 67400 |  65 64 20 66 72 6f 6d 2e 0a 0a 20 20 20 20 20 20    20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20  | ed.from..............note::..... | 
| 67420 |  20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65    20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20  | ........New.code.should.use.the. | 
| 67440 |  60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47    65 6e 65 72 61 74 6f 72 2e 6c 6f 67 6e 6f 72 6d  | `~numpy.random.Generator.lognorm | 
| 67460 |  61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20    6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75  | al`.............method.of.a.`~nu | 
| 67480 |  6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72    61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69  | mpy.random.Generator`.instance.i | 
| 674a0 |  6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20    20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74  | nstead;.............please.see.t | 
| 674c0 |  68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d    71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20  | he.:ref:`random-quick-start`.... | 
| 674e0 |  20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72    73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .......Parameters.........------ | 
| 67500 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 65 61    6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72  | ----.........mean.:.float.or.arr | 
| 67520 |  61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74    73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20  | ay_like.of.floats,.optional..... | 
| 67540 |  20 20 20 20 20 20 20 20 4d 65 61 6e 20 76 61 6c    75 65 20 6f 66 20 74 68 65 20 75 6e 64 65 72 6c  | ........Mean.value.of.the.underl | 
| 67560 |  79 69 6e 67 20 6e 6f 72 6d 61 6c 20 64 69 73 74    72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 6c  | ying.normal.distribution..Defaul | 
| 67580 |  74 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20 20    73 69 67 6d 61 20 3a 20 66 6c 6f 61 74 20 6f 72  | t.is.0..........sigma.:.float.or | 
| 675a0 |  20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66    6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a  | .array_like.of.floats,.optional. | 
| 675c0 |  20 20 20 20 20 20 20 20 20 20 20 20 53 74 61 6e    64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20 6f  | ............Standard.deviation.o | 
| 675e0 |  66 20 74 68 65 20 75 6e 64 65 72 6c 79 69 6e 67    20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75  | f.the.underlying.normal.distribu | 
| 67600 |  74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 0a 20 20    20 20 20 20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65  | tion..Must.be.............non-ne | 
| 67620 |  67 61 74 69 76 65 2e 20 44 65 66 61 75 6c 74 20    69 73 20 31 2e 0a 20 20 20 20 20 20 20 20 73 69  | gative..Default.is.1..........si | 
| 67640 |  7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c    65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f  | ze.:.int.or.tuple.of.ints,.optio | 
| 67660 |  6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20    4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49  | nal.............Output.shape...I | 
| 67680 |  66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70    65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d  | f.the.given.shape.is,.e.g.,.``(m | 
| 676a0 |  2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a    20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20  | ,.n,.k)``,.then.............``m. | 
| 676c0 |  2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65    73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66  | *.n.*.k``.samples.are.drawn...If | 
| 676e0 |  20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60    60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20  | .size.is.``None``.(default),.... | 
| 67700 |  20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c    65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72  | .........a.single.value.is.retur | 
| 67720 |  6e 65 64 20 69 66 20 60 60 6d 65 61 6e 60 60 20    61 6e 64 20 60 60 73 69 67 6d 61 60 60 20 61 72  | ned.if.``mean``.and.``sigma``.ar | 
| 67740 |  65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a    20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65  | e.both.scalars..............Othe | 
| 67760 |  72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61    64 63 61 73 74 28 6d 65 61 6e 2c 20 73 69 67 6d  | rwise,.``np.broadcast(mean,.sigm | 
| 67780 |  61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65    73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20  | a).size``.samples.are.drawn..... | 
| 677a0 |  20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20  | ......Returns.........-------... | 
| 677c0 |  20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72    72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20  | ......out.:.ndarray.or.scalar... | 
| 677e0 |  20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65  | ..........Drawn.samples.from.the | 
| 67800 |  20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c    6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69  | .parameterized.log-normal.distri | 
| 67820 |  62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20    20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20  | bution...........See.Also....... | 
| 67840 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6c  | ..--------.........scipy.stats.l | 
| 67860 |  6f 67 6e 6f 72 6d 20 3a 20 70 72 6f 62 61 62 69    6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e  | ognorm.:.probability.density.fun | 
| 67880 |  63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74    69 6f 6e 2c 0a 20 20 20 20 20 20 20 20 20 20 20  | ction,.distribution,............ | 
| 678a0 |  20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73    69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74  | .cumulative.density.function,.et | 
| 678c0 |  63 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f    6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 6f 67 6e  | c..........random.Generator.logn | 
| 678e0 |  6f 72 6d 61 6c 3a 20 77 68 69 63 68 20 73 68 6f    75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20  | ormal:.which.should.be.used.for. | 
| 67900 |  6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20    20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20  | new.code...........Notes........ | 
| 67920 |  20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 41    20 76 61 72 69 61 62 6c 65 20 60 78 60 20 68 61  | .-----.........A.variable.`x`.ha | 
| 67940 |  73 20 61 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64    69 73 74 72 69 62 75 74 69 6f 6e 20 69 66 20 60  | s.a.log-normal.distribution.if.` | 
| 67960 |  6c 6f 67 28 78 29 60 20 69 73 20 6e 6f 72 6d 61    6c 6c 79 0a 20 20 20 20 20 20 20 20 64 69 73 74  | log(x)`.is.normally.........dist | 
| 67980 |  72 69 62 75 74 65 64 2e 20 20 54 68 65 20 70 72    6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74  | ributed...The.probability.densit | 
| 679a0 |  79 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74    68 65 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 0a 20 20  | y.function.for.the.log-normal... | 
| 679c0 |  20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69    6f 6e 20 69 73 3a 0a 0a 20 20 20 20 20 20 20 20  | ......distribution.is:.......... | 
| 679e0 |  2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d    20 5c 66 72 61 63 7b 31 7d 7b 5c 73 69 67 6d 61  | ...math::.p(x).=.\frac{1}{\sigma | 
| 67a00 |  20 78 20 5c 73 71 72 74 7b 32 5c 70 69 7d 7d 0a    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .x.\sqrt{2\pi}}................. | 
| 67a20 |  20 20 20 20 20 20 20 20 20 65 5e 7b 28 2d 5c 66    72 61 63 7b 28 6c 6e 28 78 29 2d 5c 6d 75 29 5e  | .........e^{(-\frac{(ln(x)-\mu)^ | 
| 67a40 |  32 7d 7b 32 5c 73 69 67 6d 61 5e 32 7d 29 7d 0a    0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a  | 2}{2\sigma^2})}..........where.: | 
| 67a60 |  6d 61 74 68 3a 60 5c 6d 75 60 20 69 73 20 74 68    65 20 6d 65 61 6e 20 61 6e 64 20 3a 6d 61 74 68  | math:`\mu`.is.the.mean.and.:math | 
| 67a80 |  3a 60 5c 73 69 67 6d 61 60 20 69 73 20 74 68 65    20 73 74 61 6e 64 61 72 64 0a 20 20 20 20 20 20  | :`\sigma`.is.the.standard....... | 
| 67aa0 |  20 20 64 65 76 69 61 74 69 6f 6e 20 6f 66 20 74    68 65 20 6e 6f 72 6d 61 6c 6c 79 20 64 69 73 74  | ..deviation.of.the.normally.dist | 
| 67ac0 |  72 69 62 75 74 65 64 20 6c 6f 67 61 72 69 74 68    6d 20 6f 66 20 74 68 65 20 76 61 72 69 61 62 6c  | ributed.logarithm.of.the.variabl | 
| 67ae0 |  65 2e 0a 20 20 20 20 20 20 20 20 41 20 6c 6f 67    2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75  | e..........A.log-normal.distribu | 
| 67b00 |  74 69 6f 6e 20 72 65 73 75 6c 74 73 20 69 66 20    61 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c  | tion.results.if.a.random.variabl | 
| 67b20 |  65 20 69 73 20 74 68 65 20 2a 70 72 6f 64 75 63    74 2a 0a 20 20 20 20 20 20 20 20 6f 66 20 61 20  | e.is.the.*product*.........of.a. | 
| 67b40 |  6c 61 72 67 65 20 6e 75 6d 62 65 72 20 6f 66 20    69 6e 64 65 70 65 6e 64 65 6e 74 2c 20 69 64 65  | large.number.of.independent,.ide | 
| 67b60 |  6e 74 69 63 61 6c 6c 79 2d 64 69 73 74 72 69 62    75 74 65 64 20 76 61 72 69 61 62 6c 65 73 20 69  | ntically-distributed.variables.i | 
| 67b80 |  6e 0a 20 20 20 20 20 20 20 20 74 68 65 20 73 61    6d 65 20 77 61 79 20 74 68 61 74 20 61 20 6e 6f  | n.........the.same.way.that.a.no | 
| 67ba0 |  72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 72 65 73 75 6c 74 73 20 69 66 20 74 68 65  | rmal.distribution.results.if.the | 
| 67bc0 |  20 76 61 72 69 61 62 6c 65 20 69 73 20 74 68 65    0a 20 20 20 20 20 20 20 20 2a 73 75 6d 2a 20 6f  | .variable.is.the.........*sum*.o | 
| 67be0 |  66 20 61 20 6c 61 72 67 65 20 6e 75 6d 62 65 72    20 6f 66 20 69 6e 64 65 70 65 6e 64 65 6e 74 2c  | f.a.large.number.of.independent, | 
| 67c00 |  20 69 64 65 6e 74 69 63 61 6c 6c 79 2d 64 69 73    74 72 69 62 75 74 65 64 0a 20 20 20 20 20 20 20  | .identically-distributed........ | 
| 67c20 |  20 76 61 72 69 61 62 6c 65 73 2e 0a 0a 20 20 20    20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a  | .variables...........References. | 
| 67c40 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31  | ........----------............[1 | 
| 67c60 |  5d 20 4c 69 6d 70 65 72 74 2c 20 45 2e 2c 20 53    74 61 68 65 6c 2c 20 57 2e 20 41 2e 2c 20 61 6e  | ].Limpert,.E.,.Stahel,.W..A.,.an | 
| 67c80 |  64 20 41 62 62 74 2c 20 4d 2e 2c 20 22 4c 6f 67    2d 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20  | d.Abbt,.M.,."Log-normal......... | 
| 67ca0 |  20 20 20 20 20 20 20 44 69 73 74 72 69 62 75 74    69 6f 6e 73 20 61 63 72 6f 73 73 20 74 68 65 20  | .......Distributions.across.the. | 
| 67cc0 |  53 63 69 65 6e 63 65 73 3a 20 4b 65 79 73 20 61    6e 64 20 43 6c 75 65 73 2c 22 0a 20 20 20 20 20  | Sciences:.Keys.and.Clues,"...... | 
| 67ce0 |  20 20 20 20 20 20 20 20 20 20 42 69 6f 53 63 69    65 6e 63 65 2c 20 56 6f 6c 2e 20 35 31 2c 20 4e  | ..........BioScience,.Vol..51,.N | 
| 67d00 |  6f 2e 20 35 2c 20 4d 61 79 2c 20 32 30 30 31 2e    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | o..5,.May,.2001................. | 
| 67d20 |  68 74 74 70 73 3a 2f 2f 73 74 61 74 2e 65 74 68    7a 2e 63 68 2f 7e 73 74 61 68 65 6c 2f 6c 6f 67  | https://stat.ethz.ch/~stahel/log | 
| 67d40 |  6e 6f 72 6d 61 6c 2f 62 69 6f 73 63 69 65 6e 63    65 2e 70 64 66 0a 20 20 20 20 20 20 20 20 2e 2e  | normal/bioscience.pdf........... | 
| 67d60 |  20 5b 32 5d 20 52 65 69 73 73 2c 20 52 2e 44 2e    20 61 6e 64 20 54 68 6f 6d 61 73 2c 20 4d 2e 2c  | .[2].Reiss,.R.D..and.Thomas,.M., | 
| 67d80 |  20 22 53 74 61 74 69 73 74 69 63 61 6c 20 41 6e    61 6c 79 73 69 73 20 6f 66 20 45 78 74 72 65 6d  | ."Statistical.Analysis.of.Extrem | 
| 67da0 |  65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 56 61 6c 75 65 73 2c 22 20 42 61 73 65 6c 3a  | e................Values,".Basel: | 
| 67dc0 |  20 42 69 72 6b 68 61 75 73 65 72 20 56 65 72 6c    61 67 2c 20 32 30 30 31 2c 20 70 70 2e 20 33 31  | .Birkhauser.Verlag,.2001,.pp..31 | 
| 67de0 |  2d 33 32 2e 0a 0a 20 20 20 20 20 20 20 20 45 78    61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d  | -32...........Examples.........- | 
| 67e00 |  2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20    44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f  | -------.........Draw.samples.fro | 
| 67e20 |  6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69    6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | m.the.distribution:..........>>> | 
| 67e40 |  20 6d 75 2c 20 73 69 67 6d 61 20 3d 20 33 2e 2c    20 31 2e 20 23 20 6d 65 61 6e 20 61 6e 64 20 73  | .mu,.sigma.=.3.,.1..#.mean.and.s | 
| 67e60 |  74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f    6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20  | tandard.deviation.........>>>.s. | 
| 67e80 |  3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6c 6f 67 6e    6f 72 6d 61 6c 28 6d 75 2c 20 73 69 67 6d 61 2c  | =.np.random.lognormal(mu,.sigma, | 
| 67ea0 |  20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20    44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74  | .1000)..........Display.the.hist | 
| 67ec0 |  6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d    70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68  | ogram.of.the.samples,.along.with | 
| 67ee0 |  0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f    62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79  | .........the.probability.density | 
| 67f00 |  20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d  | .function:..........>>>.import.m | 
| 67f20 |  61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74    20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20  | atplotlib.pyplot.as.plt......... | 
| 67f40 |  3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c    20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68  | >>>.count,.bins,.ignored.=.plt.h | 
| 67f60 |  69 73 74 28 73 2c 20 31 30 30 2c 20 64 65 6e 73    69 74 79 3d 54 72 75 65 2c 20 61 6c 69 67 6e 3d  | ist(s,.100,.density=True,.align= | 
| 67f80 |  27 6d 69 64 27 29 0a 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 78 20 3d 20 6e 70 2e 6c 69 6e 73 70  | 'mid')..........>>>.x.=.np.linsp | 
| 67fa0 |  61 63 65 28 6d 69 6e 28 62 69 6e 73 29 2c 20 6d    61 78 28 62 69 6e 73 29 2c 20 31 30 30 30 30 29  | ace(min(bins),.max(bins),.10000) | 
| 67fc0 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 64 66    20 3d 20 28 6e 70 2e 65 78 70 28 2d 28 6e 70 2e  | .........>>>.pdf.=.(np.exp(-(np. | 
| 67fe0 |  6c 6f 67 28 78 29 20 2d 20 6d 75 29 2a 2a 32 20    2f 20 28 32 20 2a 20 73 69 67 6d 61 2a 2a 32 29  | log(x).-.mu)**2./.(2.*.sigma**2) | 
| 68000 |  29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20    20 20 20 20 20 2f 20 28 78 20 2a 20 73 69 67 6d  | )..................../.(x.*.sigm | 
| 68020 |  61 20 2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20    6e 70 2e 70 69 29 29 29 0a 0a 20 20 20 20 20 20  | a.*.np.sqrt(2.*.np.pi)))........ | 
| 68040 |  20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78    2c 20 70 64 66 2c 20 6c 69 6e 65 77 69 64 74 68  | ..>>>.plt.plot(x,.pdf,.linewidth | 
| 68060 |  3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 61  | =2,.color='r').........>>>.plt.a | 
| 68080 |  78 69 73 28 27 74 69 67 68 74 27 29 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f  | xis('tight').........>>>.plt.sho | 
| 680a0 |  77 28 29 0a 0a 20 20 20 20 20 20 20 20 44 65 6d    6f 6e 73 74 72 61 74 65 20 74 68 61 74 20 74 61  | w()..........Demonstrate.that.ta | 
| 680c0 |  6b 69 6e 67 20 74 68 65 20 70 72 6f 64 75 63 74    73 20 6f 66 20 72 61 6e 64 6f 6d 20 73 61 6d 70  | king.the.products.of.random.samp | 
| 680e0 |  6c 65 73 20 66 72 6f 6d 20 61 20 75 6e 69 66 6f    72 6d 0a 20 20 20 20 20 20 20 20 64 69 73 74 72  | les.from.a.uniform.........distr | 
| 68100 |  69 62 75 74 69 6f 6e 20 63 61 6e 20 62 65 20 66    69 74 20 77 65 6c 6c 20 62 79 20 61 20 6c 6f 67  | ibution.can.be.fit.well.by.a.log | 
| 68120 |  2d 6e 6f 72 6d 61 6c 20 70 72 6f 62 61 62 69 6c    69 74 79 20 64 65 6e 73 69 74 79 0a 20 20 20 20  | -normal.probability.density..... | 
| 68140 |  20 20 20 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 23 20 47 65 6e  | ....function...........>>>.#.Gen | 
| 68160 |  65 72 61 74 65 20 61 20 74 68 6f 75 73 61 6e 64    20 73 61 6d 70 6c 65 73 3a 20 65 61 63 68 20 69  | erate.a.thousand.samples:.each.i | 
| 68180 |  73 20 74 68 65 20 70 72 6f 64 75 63 74 20 6f 66    20 31 30 30 20 72 61 6e 64 6f 6d 0a 20 20 20 20  | s.the.product.of.100.random..... | 
| 681a0 |  20 20 20 20 3e 3e 3e 20 23 20 76 61 6c 75 65 73    2c 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 6e  | ....>>>.#.values,.drawn.from.a.n | 
| 681c0 |  6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69    6f 6e 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | ormal.distribution..........>>>. | 
| 681e0 |  62 20 3d 20 5b 5d 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 66 6f 72 20 69 20 69 6e 20 72 61 6e 67  | b.=.[].........>>>.for.i.in.rang | 
| 68200 |  65 28 31 30 30 30 29 3a 0a 20 20 20 20 20 20 20    20 2e 2e 2e 20 20 20 20 61 20 3d 20 31 30 2e 20  | e(1000):................a.=.10.. | 
| 68220 |  2b 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e    64 61 72 64 5f 6e 6f 72 6d 61 6c 28 31 30 30 29  | +.np.random.standard_normal(100) | 
| 68240 |  0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20    62 2e 61 70 70 65 6e 64 28 6e 70 2e 70 72 6f 64  | ................b.append(np.prod | 
| 68260 |  28 61 29 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 62 20 3d 20 6e 70 2e 61 72 72 61 79 28 62  | (a))..........>>>.b.=.np.array(b | 
| 68280 |  29 20 2f 20 6e 70 2e 6d 69 6e 28 62 29 20 23 20    73 63 61 6c 65 20 76 61 6c 75 65 73 20 74 6f 20  | )./.np.min(b).#.scale.values.to. | 
| 682a0 |  62 65 20 70 6f 73 69 74 69 76 65 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62  | be.positive.........>>>.count,.b | 
| 682c0 |  69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70    6c 74 2e 68 69 73 74 28 62 2c 20 31 30 30 2c 20  | ins,.ignored.=.plt.hist(b,.100,. | 
| 682e0 |  64 65 6e 73 69 74 79 3d 54 72 75 65 2c 20 61 6c    69 67 6e 3d 27 6d 69 64 27 29 0a 20 20 20 20 20  | density=True,.align='mid')...... | 
| 68300 |  20 20 20 3e 3e 3e 20 73 69 67 6d 61 20 3d 20 6e    70 2e 73 74 64 28 6e 70 2e 6c 6f 67 28 62 29 29  | ...>>>.sigma.=.np.std(np.log(b)) | 
| 68320 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 20    3d 20 6e 70 2e 6d 65 61 6e 28 6e 70 2e 6c 6f 67  | .........>>>.mu.=.np.mean(np.log | 
| 68340 |  28 62 29 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 78 20 3d 20 6e 70 2e 6c 69 6e 73 70 61 63  | (b))..........>>>.x.=.np.linspac | 
| 68360 |  65 28 6d 69 6e 28 62 69 6e 73 29 2c 20 6d 61 78    28 62 69 6e 73 29 2c 20 31 30 30 30 30 29 0a 20  | e(min(bins),.max(bins),.10000).. | 
| 68380 |  20 20 20 20 20 20 20 3e 3e 3e 20 70 64 66 20 3d    20 28 6e 70 2e 65 78 70 28 2d 28 6e 70 2e 6c 6f  | .......>>>.pdf.=.(np.exp(-(np.lo | 
| 683a0 |  67 28 78 29 20 2d 20 6d 75 29 2a 2a 32 20 2f 20    28 32 20 2a 20 73 69 67 6d 61 2a 2a 32 29 29 0a  | g(x).-.mu)**2./.(2.*.sigma**2)). | 
| 683c0 |  20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20    20 20 20 2f 20 28 78 20 2a 20 73 69 67 6d 61 20  | .................../.(x.*.sigma. | 
| 683e0 |  2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70    2e 70 69 29 29 29 0a 0a 20 20 20 20 20 20 20 20  | *.np.sqrt(2.*.np.pi))).......... | 
| 68400 |  3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 2c 20    70 64 66 2c 20 63 6f 6c 6f 72 3d 27 72 27 2c 20  | >>>.plt.plot(x,.pdf,.color='r',. | 
| 68420 |  6c 69 6e 65 77 69 64 74 68 3d 32 29 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f  | linewidth=2).........>>>.plt.sho | 
| 68440 |  77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | w()............................. | 
| 68460 |  0a 20 20 20 20 20 20 20 20 6c 6f 67 69 73 74 69    63 28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65  | .........logistic(loc=0.0,.scale | 
| 68480 |  3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29    0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73  | =1.0,.size=None)..........Draw.s | 
| 684a0 |  61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f    67 69 73 74 69 63 20 64 69 73 74 72 69 62 75 74  | amples.from.a.logistic.distribut | 
| 684c0 |  69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61    6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20  | ion...........Samples.are.drawn. | 
| 684e0 |  66 72 6f 6d 20 61 20 6c 6f 67 69 73 74 69 63 20    64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74  | from.a.logistic.distribution.wit | 
| 68500 |  68 20 73 70 65 63 69 66 69 65 64 0a 20 20 20 20    20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20  | h.specified.........parameters,. | 
| 68520 |  6c 6f 63 20 28 6c 6f 63 61 74 69 6f 6e 20 6f 72    20 6d 65 61 6e 2c 20 61 6c 73 6f 20 6d 65 64 69  | loc.(location.or.mean,.also.medi | 
| 68540 |  61 6e 29 2c 20 61 6e 64 20 73 63 61 6c 65 20 28    3e 30 29 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e  | an),.and.scale.(>0)............. | 
| 68560 |  20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20    20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f  | .note::.............New.code.sho | 
| 68580 |  75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | uld.use.the.`~numpy.random.Gener | 
| 685a0 |  61 74 6f 72 2e 6c 6f 67 69 73 74 69 63 60 0a 20    20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f  | ator.logistic`.............metho | 
| 685c0 |  64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72    61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60  | d.of.a.`~numpy.random.Generator` | 
| 685e0 |  20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61    64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70  | .instance.instead;.............p | 
| 68600 |  6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72    65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b  | lease.see.the.:ref:`random-quick | 
| 68620 |  2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20    20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20  | -start`...........Parameters.... | 
| 68640 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 6c 6f 63 20 3a 20 66 6c  | .....----------.........loc.:.fl | 
| 68660 |  6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b    65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74  | oat.or.array_like.of.floats,.opt | 
| 68680 |  69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20    20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74  | ional.............Parameter.of.t | 
| 686a0 |  68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e    20 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20  | he.distribution..Default.is.0... | 
| 686c0 |  20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66    6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69  | .......scale.:.float.or.array_li | 
| 686e0 |  6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | ke.of.floats,.optional.......... | 
| 68700 |  20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20    74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | ...Parameter.of.the.distribution | 
| 68720 |  2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65    67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20  | ..Must.be.non-negative.......... | 
| 68740 |  20 20 20 20 44 65 66 61 75 6c 74 20 69 73 20 31    2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a  | ....Default.is.1..........size.: | 
| 68760 |  20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66    20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a  | .int.or.tuple.of.ints,.optional. | 
| 68780 |  20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70    75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68  | ............Output.shape...If.th | 
| 687a0 |  65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73    2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c  | e.given.shape.is,.e.g.,.``(m,.n, | 
| 687c0 |  20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20    20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20  | .k)``,.then.............``m.*.n. | 
| 687e0 |  2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72    65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a  | *.k``.samples.are.drawn...If.siz | 
| 68800 |  65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64    65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20  | e.is.``None``.(default),........ | 
| 68820 |  20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61    6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20  | .....a.single.value.is.returned. | 
| 68840 |  69 66 20 60 60 6c 6f 63 60 60 20 61 6e 64 20 60    60 73 63 61 6c 65 60 60 20 61 72 65 20 62 6f 74  | if.``loc``.and.``scale``.are.bot | 
| 68860 |  68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20    20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65  | h.scalars..............Otherwise | 
| 68880 |  2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74    28 6c 6f 63 2c 20 73 63 61 6c 65 29 2e 73 69 7a  | ,.``np.broadcast(loc,.scale).siz | 
| 688a0 |  65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20    64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20  | e``.samples.are.drawn........... | 
| 688c0 |  52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | Returns.........-------......... | 
| 688e0 |  6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72    20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20  | out.:.ndarray.or.scalar......... | 
| 68900 |  20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65    73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d  | ....Drawn.samples.from.the.param | 
| 68920 |  65 74 65 72 69 7a 65 64 20 6c 6f 67 69 73 74 69    63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a  | eterized.logistic.distribution.. | 
| 68940 |  0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73    6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .........See.Also.........------ | 
| 68960 |  2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79    2e 73 74 61 74 73 2e 6c 6f 67 69 73 74 69 63 20  | --.........scipy.stats.logistic. | 
| 68980 |  3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65    6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20  | :.probability.density.function,. | 
| 689a0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a    20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75  | distribution.or.............cumu | 
| 689c0 |  6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66    75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20  | lative.density.function,.etc.... | 
| 689e0 |  20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e    65 72 61 74 6f 72 2e 6c 6f 67 69 73 74 69 63 3a  | ......random.Generator.logistic: | 
| 68a00 |  20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65    20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f  | .which.should.be.used.for.new.co | 
| 68a20 |  64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74    65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | de...........Notes.........----- | 
| 68a40 |  0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f    62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79  | .........The.probability.density | 
| 68a60 |  20 66 6f 72 20 74 68 65 20 4c 6f 67 69 73 74 69    63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69  | .for.the.Logistic.distribution.i | 
| 68a80 |  73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61    74 68 3a 3a 20 50 28 78 29 20 3d 20 50 28 78 29  | s.............math::.P(x).=.P(x) | 
| 68aa0 |  20 3d 20 5c 66 72 61 63 7b 65 5e 7b 2d 28 78 2d    5c 6d 75 29 2f 73 7d 7d 7b 73 28 31 2b 65 5e 7b  | .=.\frac{e^{-(x-\mu)/s}}{s(1+e^{ | 
| 68ac0 |  2d 28 78 2d 5c 6d 75 29 2f 73 7d 29 5e 32 7d 2c    0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20  | -(x-\mu)/s})^2},..........where. | 
| 68ae0 |  3a 6d 61 74 68 3a 60 5c 6d 75 60 20 3d 20 6c 6f    63 61 74 69 6f 6e 20 61 6e 64 20 3a 6d 61 74 68  | :math:`\mu`.=.location.and.:math | 
| 68b00 |  3a 60 73 60 20 3d 20 73 63 61 6c 65 2e 0a 0a 20    20 20 20 20 20 20 20 54 68 65 20 4c 6f 67 69 73  | :`s`.=.scale...........The.Logis | 
| 68b20 |  74 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e    20 69 73 20 75 73 65 64 20 69 6e 20 45 78 74 72  | tic.distribution.is.used.in.Extr | 
| 68b40 |  65 6d 65 20 56 61 6c 75 65 20 70 72 6f 62 6c 65    6d 73 20 77 68 65 72 65 20 69 74 0a 20 20 20 20  | eme.Value.problems.where.it..... | 
| 68b60 |  20 20 20 20 63 61 6e 20 61 63 74 20 61 73 20 61    20 6d 69 78 74 75 72 65 20 6f 66 20 47 75 6d 62  | ....can.act.as.a.mixture.of.Gumb | 
| 68b80 |  65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73    2c 20 69 6e 20 45 70 69 64 65 6d 69 6f 6c 6f 67  | el.distributions,.in.Epidemiolog | 
| 68ba0 |  79 2c 20 61 6e 64 20 62 79 0a 20 20 20 20 20 20    20 20 74 68 65 20 57 6f 72 6c 64 20 43 68 65 73  | y,.and.by.........the.World.Ches | 
| 68bc0 |  73 20 46 65 64 65 72 61 74 69 6f 6e 20 28 46 49    44 45 29 20 77 68 65 72 65 20 69 74 20 69 73 20  | s.Federation.(FIDE).where.it.is. | 
| 68be0 |  75 73 65 64 20 69 6e 20 74 68 65 20 45 6c 6f 20    72 61 6e 6b 69 6e 67 0a 20 20 20 20 20 20 20 20  | used.in.the.Elo.ranking......... | 
| 68c00 |  73 79 73 74 65 6d 2c 20 61 73 73 75 6d 69 6e 67    20 74 68 65 20 70 65 72 66 6f 72 6d 61 6e 63 65  | system,.assuming.the.performance | 
| 68c20 |  20 6f 66 20 65 61 63 68 20 70 6c 61 79 65 72 20    69 73 20 61 20 6c 6f 67 69 73 74 69 63 61 6c 6c  | .of.each.player.is.a.logisticall | 
| 68c40 |  79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69    62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 61 72  | y.........distributed.random.var | 
| 68c60 |  69 61 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20    52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20  | iable...........References...... | 
| 68c80 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 52 65 69  | ...----------............[1].Rei | 
| 68ca0 |  73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68    6f 6d 61 73 20 4d 2e 20 28 32 30 30 31 29 2c 20  | ss,.R.-D..and.Thomas.M..(2001),. | 
| 68cc0 |  22 53 74 61 74 69 73 74 69 63 61 6c 20 41 6e 61    6c 79 73 69 73 20 6f 66 0a 20 20 20 20 20 20 20  | "Statistical.Analysis.of........ | 
| 68ce0 |  20 20 20 20 20 20 20 20 45 78 74 72 65 6d 65 20    56 61 6c 75 65 73 2c 20 66 72 6f 6d 20 49 6e 73  | ........Extreme.Values,.from.Ins | 
| 68d00 |  75 72 61 6e 63 65 2c 20 46 69 6e 61 6e 63 65 2c    20 48 79 64 72 6f 6c 6f 67 79 20 61 6e 64 20 4f  | urance,.Finance,.Hydrology.and.O | 
| 68d20 |  74 68 65 72 0a 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 46 69 65 6c 64 73 2c 22 20 42 69 72  | ther................Fields,".Bir | 
| 68d40 |  6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20    42 61 73 65 6c 2c 20 70 70 20 31 33 32 2d 31 33  | khauser.Verlag,.Basel,.pp.132-13 | 
| 68d60 |  33 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32    5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69  | 3.............[2].Weisstein,.Eri | 
| 68d80 |  63 20 57 2e 20 22 4c 6f 67 69 73 74 69 63 20 44    69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72  | c.W.."Logistic.Distribution.".Fr | 
| 68da0 |  6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57  | om................MathWorld--A.W | 
| 68dc0 |  6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75    72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20  | olfram.Web.Resource............. | 
| 68de0 |  20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77    6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d  | ....http://mathworld.wolfram.com | 
| 68e00 |  2f 4c 6f 67 69 73 74 69 63 44 69 73 74 72 69 62    75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20  | /LogisticDistribution.html...... | 
| 68e20 |  20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65    64 69 61 2c 20 22 4c 6f 67 69 73 74 69 63 2d 64  | ......[3].Wikipedia,."Logistic-d | 
| 68e40 |  69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74  | istribution",................htt | 
| 68e60 |  70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69    61 2e 6f 72 67 2f 77 69 6b 69 2f 4c 6f 67 69 73  | ps://en.wikipedia.org/wiki/Logis | 
| 68e80 |  74 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f 6e    0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c  | tic_distribution..........Exampl | 
| 68ea0 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77  | es.........--------.........Draw | 
| 68ec0 |  20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68    65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a  | .samples.from.the.distribution:. | 
| 68ee0 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c 6f 63    2c 20 73 63 61 6c 65 20 3d 20 31 30 2c 20 31 0a  | .........>>>.loc,.scale.=.10,.1. | 
| 68f00 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20    6e 70 2e 72 61 6e 64 6f 6d 2e 6c 6f 67 69 73 74  | ........>>>.s.=.np.random.logist | 
| 68f20 |  69 63 28 6c 6f 63 2c 20 73 63 61 6c 65 2c 20 31    30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e  | ic(loc,.scale,.10000).........>> | 
| 68f40 |  3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74    6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c  | >.import.matplotlib.pyplot.as.pl | 
| 68f60 |  74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f    75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72  | t.........>>>.count,.bins,.ignor | 
| 68f80 |  65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c    20 62 69 6e 73 3d 35 30 29 0a 0a 20 20 20 20 20  | ed.=.plt.hist(s,.bins=50)....... | 
| 68fa0 |  20 20 20 23 20 20 20 70 6c 6f 74 20 61 67 61 69    6e 73 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | ...#...plot.against.distribution | 
| 68fc0 |  0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 65    66 20 6c 6f 67 69 73 74 28 78 2c 20 6c 6f 63 2c  | ..........>>>.def.logist(x,.loc, | 
| 68fe0 |  20 73 63 61 6c 65 29 3a 0a 20 20 20 20 20 20 20    20 2e 2e 2e 20 20 20 20 20 72 65 74 75 72 6e 20  | .scale):.................return. | 
| 69000 |  6e 70 2e 65 78 70 28 28 6c 6f 63 2d 78 29 2f 73    63 61 6c 65 29 2f 28 73 63 61 6c 65 2a 28 31 2b  | np.exp((loc-x)/scale)/(scale*(1+ | 
| 69020 |  6e 70 2e 65 78 70 28 28 6c 6f 63 2d 78 29 2f 73    63 61 6c 65 29 29 2a 2a 32 29 0a 20 20 20 20 20  | np.exp((loc-x)/scale))**2)...... | 
| 69040 |  20 20 20 3e 3e 3e 20 6c 67 73 74 5f 76 61 6c 20    3d 20 6c 6f 67 69 73 74 28 62 69 6e 73 2c 20 6c  | ...>>>.lgst_val.=.logist(bins,.l | 
| 69060 |  6f 63 2c 20 73 63 61 6c 65 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28  | oc,.scale).........>>>.plt.plot( | 
| 69080 |  62 69 6e 73 2c 20 6c 67 73 74 5f 76 61 6c 20 2a    20 63 6f 75 6e 74 2e 6d 61 78 28 29 20 2f 20 6c  | bins,.lgst_val.*.count.max()./.l | 
| 690a0 |  67 73 74 5f 76 61 6c 2e 6d 61 78 28 29 29 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73  | gst_val.max()).........>>>.plt.s | 
| 690c0 |  68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | how()........................... | 
| 690e0 |  0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 28    6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31  | .........gumbel(loc=0.0,.scale=1 | 
| 69100 |  2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a    20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d  | .0,.size=None)..........Draw.sam | 
| 69120 |  70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 6d 62    65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e  | ples.from.a.Gumbel.distribution. | 
| 69140 |  0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73    61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75  | ..........Draw.samples.from.a.Gu | 
| 69160 |  6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64  | mbel.distribution.with.specified | 
| 69180 |  20 6c 6f 63 61 74 69 6f 6e 20 61 6e 64 0a 20 20    20 20 20 20 20 20 73 63 61 6c 65 2e 20 20 46 6f  | .location.and.........scale...Fo | 
| 691a0 |  72 20 6d 6f 72 65 20 69 6e 66 6f 72 6d 61 74 69    6f 6e 20 6f 6e 20 74 68 65 20 47 75 6d 62 65 6c  | r.more.information.on.the.Gumbel | 
| 691c0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 73    65 65 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73  | .distribution,.see.........Notes | 
| 691e0 |  20 61 6e 64 20 52 65 66 65 72 65 6e 63 65 73 20    62 65 6c 6f 77 2e 0a 0a 20 20 20 20 20 20 20 20  | .and.References.below........... | 
| 69200 |  2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20    20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73  | ...note::.............New.code.s | 
| 69220 |  68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e  | hould.use.the.`~numpy.random.Gen | 
| 69240 |  65 72 61 74 6f 72 2e 67 75 6d 62 65 6c 60 0a 20    20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f  | erator.gumbel`.............metho | 
| 69260 |  64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72    61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60  | d.of.a.`~numpy.random.Generator` | 
| 69280 |  20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61    64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70  | .instance.instead;.............p | 
| 692a0 |  6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72    65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b  | lease.see.the.:ref:`random-quick | 
| 692c0 |  2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20    20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20  | -start`...........Parameters.... | 
| 692e0 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 6c 6f 63 20 3a 20 66 6c  | .....----------.........loc.:.fl | 
| 69300 |  6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b    65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74  | oat.or.array_like.of.floats,.opt | 
| 69320 |  69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20    20 20 54 68 65 20 6c 6f 63 61 74 69 6f 6e 20 6f  | ional.............The.location.o | 
| 69340 |  66 20 74 68 65 20 6d 6f 64 65 20 6f 66 20 74 68    65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20  | f.the.mode.of.the.distribution.. | 
| 69360 |  44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20    20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c  | Default.is.0..........scale.:.fl | 
| 69380 |  6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b    65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74  | oat.or.array_like.of.floats,.opt | 
| 693a0 |  69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20    20 20 54 68 65 20 73 63 61 6c 65 20 70 61 72 61  | ional.............The.scale.para | 
| 693c0 |  6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73    74 72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75  | meter.of.the.distribution..Defau | 
| 693e0 |  6c 74 20 69 73 20 31 2e 20 4d 75 73 74 20 62 65    20 6e 6f 6e 2d 0a 20 20 20 20 20 20 20 20 20 20  | lt.is.1..Must.be.non-........... | 
| 69400 |  20 20 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20    20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f  | ..negative..........size.:.int.o | 
| 69420 |  72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c    20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20  | r.tuple.of.ints,.optional....... | 
| 69440 |  20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61    70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65  | ......Output.shape...If.the.give | 
| 69460 |  6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e    2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c  | n.shape.is,.e.g.,.``(m,.n,.k)``, | 
| 69480 |  20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20    20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20  | .then.............``m.*.n.*.k``. | 
| 694a0 |  73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60  | samples.are.drawn...If.size.is.` | 
| 694c0 |  60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74    29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61  | `None``.(default),.............a | 
| 694e0 |  20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73    20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c  | .single.value.is.returned.if.``l | 
| 69500 |  6f 63 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65    60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c  | oc``.and.``scale``.are.both.scal | 
| 69520 |  61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20    20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70  | ars..............Otherwise,.``np | 
| 69540 |  2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20    73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61  | .broadcast(loc,.scale).size``.sa | 
| 69560 |  6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e    0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e  | mples.are.drawn...........Return | 
| 69580 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20  | s.........-------.........out.:. | 
| 695a0 |  6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61    72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72  | ndarray.or.scalar.............Dr | 
| 695c0 |  61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d    20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a  | awn.samples.from.the.parameteriz | 
| 695e0 |  65 64 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69    62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20  | ed.Gumbel.distribution.......... | 
| 69600 |  20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | .See.Also.........--------...... | 
| 69620 |  20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67    75 6d 62 65 6c 5f 6c 0a 20 20 20 20 20 20 20 20  | ...scipy.stats.gumbel_l......... | 
| 69640 |  73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d 62    65 6c 5f 72 0a 20 20 20 20 20 20 20 20 73 63 69  | scipy.stats.gumbel_r.........sci | 
| 69660 |  70 79 2e 73 74 61 74 73 2e 67 65 6e 65 78 74 72    65 6d 65 0a 20 20 20 20 20 20 20 20 77 65 69 62  | py.stats.genextreme.........weib | 
| 69680 |  75 6c 6c 0a 20 20 20 20 20 20 20 20 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 75 6d  | ull.........random.Generator.gum | 
| 696a0 |  62 65 6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c    64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65  | bel:.which.should.be.used.for.ne | 
| 696c0 |  77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20    20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d  | w.code...........Notes.........- | 
| 696e0 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65    20 47 75 6d 62 65 6c 20 28 6f 72 20 53 6d 61 6c  | ----.........The.Gumbel.(or.Smal | 
| 69700 |  6c 65 73 74 20 45 78 74 72 65 6d 65 20 56 61 6c    75 65 20 28 53 45 56 29 20 6f 72 20 74 68 65 20  | lest.Extreme.Value.(SEV).or.the. | 
| 69720 |  53 6d 61 6c 6c 65 73 74 20 45 78 74 72 65 6d 65    0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 20 54  | Smallest.Extreme.........Value.T | 
| 69740 |  79 70 65 20 49 29 20 64 69 73 74 72 69 62 75 74    69 6f 6e 20 69 73 20 6f 6e 65 20 6f 66 20 61 20  | ype.I).distribution.is.one.of.a. | 
| 69760 |  63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72 61 6c    69 7a 65 64 20 45 78 74 72 65 6d 65 0a 20 20 20  | class.of.Generalized.Extreme.... | 
| 69780 |  20 20 20 20 20 56 61 6c 75 65 20 28 47 45 56 29    20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 75  | .....Value.(GEV).distributions.u | 
| 697a0 |  73 65 64 20 69 6e 20 6d 6f 64 65 6c 69 6e 67 20    65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 70 72  | sed.in.modeling.extreme.value.pr | 
| 697c0 |  6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20 20 20    54 68 65 20 47 75 6d 62 65 6c 20 69 73 20 61 20  | oblems..........The.Gumbel.is.a. | 
| 697e0 |  73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20    74 68 65 20 45 78 74 72 65 6d 65 20 56 61 6c 75  | special.case.of.the.Extreme.Valu | 
| 69800 |  65 20 54 79 70 65 20 49 20 64 69 73 74 72 69 62    75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f  | e.Type.I.distribution.........fo | 
| 69820 |  72 20 6d 61 78 69 6d 75 6d 73 20 66 72 6f 6d 20    64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 77 69  | r.maximums.from.distributions.wi | 
| 69840 |  74 68 20 22 65 78 70 6f 6e 65 6e 74 69 61 6c 2d    6c 69 6b 65 22 20 74 61 69 6c 73 2e 0a 0a 20 20  | th."exponential-like".tails..... | 
| 69860 |  20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62    69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f  | ......The.probability.density.fo | 
| 69880 |  72 20 74 68 65 20 47 75 6d 62 65 6c 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20  | r.the.Gumbel.distribution.is.... | 
| 698a0 |  20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20    70 28 78 29 20 3d 20 5c 66 72 61 63 7b 65 5e 7b  | .........math::.p(x).=.\frac{e^{ | 
| 698c0 |  2d 28 78 20 2d 20 5c 6d 75 29 2f 20 5c 62 65 74    61 7d 7d 7b 5c 62 65 74 61 7d 20 65 5e 7b 20 2d  | -(x.-.\mu)/.\beta}}{\beta}.e^{.- | 
| 698e0 |  65 5e 7b 2d 28 78 20 2d 20 5c 6d 75 29 2f 0a 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | e^{-(x.-.\mu)/.................. | 
| 69900 |  20 5c 62 65 74 61 7d 7d 2c 0a 0a 20 20 20 20 20    20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60  | .\beta}},..........where.:math:` | 
| 69920 |  5c 6d 75 60 20 69 73 20 74 68 65 20 6d 6f 64 65    2c 20 61 20 6c 6f 63 61 74 69 6f 6e 20 70 61 72  | \mu`.is.the.mode,.a.location.par | 
| 69940 |  61 6d 65 74 65 72 2c 20 61 6e 64 0a 20 20 20 20    20 20 20 20 3a 6d 61 74 68 3a 60 5c 62 65 74 61  | ameter,.and.........:math:`\beta | 
| 69960 |  60 20 69 73 20 74 68 65 20 73 63 61 6c 65 20 70    61 72 61 6d 65 74 65 72 2e 0a 0a 20 20 20 20 20  | `.is.the.scale.parameter........ | 
| 69980 |  20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 28 6e    61 6d 65 64 20 66 6f 72 20 47 65 72 6d 61 6e 20  | ...The.Gumbel.(named.for.German. | 
| 699a0 |  6d 61 74 68 65 6d 61 74 69 63 69 61 6e 20 45 6d    69 6c 20 4a 75 6c 69 75 73 20 47 75 6d 62 65 6c  | mathematician.Emil.Julius.Gumbel | 
| 699c0 |  29 20 77 61 73 20 75 73 65 64 0a 20 20 20 20 20    20 20 20 76 65 72 79 20 65 61 72 6c 79 20 69 6e  | ).was.used.........very.early.in | 
| 699e0 |  20 74 68 65 20 68 79 64 72 6f 6c 6f 67 79 20 6c    69 74 65 72 61 74 75 72 65 2c 20 66 6f 72 20 6d  | .the.hydrology.literature,.for.m | 
| 69a00 |  6f 64 65 6c 69 6e 67 20 74 68 65 20 6f 63 63 75    72 72 65 6e 63 65 20 6f 66 0a 20 20 20 20 20 20  | odeling.the.occurrence.of....... | 
| 69a20 |  20 20 66 6c 6f 6f 64 20 65 76 65 6e 74 73 2e 20    49 74 20 69 73 20 61 6c 73 6f 20 75 73 65 64 20  | ..flood.events..It.is.also.used. | 
| 69a40 |  66 6f 72 20 6d 6f 64 65 6c 69 6e 67 20 6d 61 78    69 6d 75 6d 20 77 69 6e 64 20 73 70 65 65 64 20  | for.modeling.maximum.wind.speed. | 
| 69a60 |  61 6e 64 0a 20 20 20 20 20 20 20 20 72 61 69 6e    66 61 6c 6c 20 72 61 74 65 73 2e 20 20 49 74 20  | and.........rainfall.rates...It. | 
| 69a80 |  69 73 20 61 20 22 66 61 74 2d 74 61 69 6c 65 64    22 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 2d  | is.a."fat-tailed".distribution.- | 
| 69aa0 |  20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79    20 6f 66 0a 20 20 20 20 20 20 20 20 61 6e 20 65  | .the.probability.of.........an.e | 
| 69ac0 |  76 65 6e 74 20 69 6e 20 74 68 65 20 74 61 69 6c    20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75  | vent.in.the.tail.of.the.distribu | 
| 69ae0 |  74 69 6f 6e 20 69 73 20 6c 61 72 67 65 72 20 74    68 61 6e 20 69 66 20 6f 6e 65 20 75 73 65 64 20  | tion.is.larger.than.if.one.used. | 
| 69b00 |  61 0a 20 20 20 20 20 20 20 20 47 61 75 73 73 69    61 6e 2c 20 68 65 6e 63 65 20 74 68 65 20 73 75  | a.........Gaussian,.hence.the.su | 
| 69b20 |  72 70 72 69 73 69 6e 67 6c 79 20 66 72 65 71 75    65 6e 74 20 6f 63 63 75 72 72 65 6e 63 65 20 6f  | rprisingly.frequent.occurrence.o | 
| 69b40 |  66 20 31 30 30 2d 79 65 61 72 0a 20 20 20 20 20    20 20 20 66 6c 6f 6f 64 73 2e 20 46 6c 6f 6f 64  | f.100-year.........floods..Flood | 
| 69b60 |  73 20 77 65 72 65 20 69 6e 69 74 69 61 6c 6c 79    20 6d 6f 64 65 6c 65 64 20 61 73 20 61 20 47 61  | s.were.initially.modeled.as.a.Ga | 
| 69b80 |  75 73 73 69 61 6e 20 70 72 6f 63 65 73 73 2c 20    77 68 69 63 68 0a 20 20 20 20 20 20 20 20 75 6e  | ussian.process,.which.........un | 
| 69ba0 |  64 65 72 65 73 74 69 6d 61 74 65 64 20 74 68 65    20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 65 78  | derestimated.the.frequency.of.ex | 
| 69bc0 |  74 72 65 6d 65 20 65 76 65 6e 74 73 2e 0a 0a 20    20 20 20 20 20 20 20 49 74 20 69 73 20 6f 6e 65  | treme.events...........It.is.one | 
| 69be0 |  20 6f 66 20 61 20 63 6c 61 73 73 20 6f 66 20 65    78 74 72 65 6d 65 20 76 61 6c 75 65 20 64 69 73  | .of.a.class.of.extreme.value.dis | 
| 69c00 |  74 72 69 62 75 74 69 6f 6e 73 2c 20 74 68 65 20    47 65 6e 65 72 61 6c 69 7a 65 64 0a 20 20 20 20  | tributions,.the.Generalized..... | 
| 69c20 |  20 20 20 20 45 78 74 72 65 6d 65 20 56 61 6c 75    65 20 28 47 45 56 29 20 64 69 73 74 72 69 62 75  | ....Extreme.Value.(GEV).distribu | 
| 69c40 |  74 69 6f 6e 73 2c 20 77 68 69 63 68 20 61 6c 73    6f 20 69 6e 63 6c 75 64 65 73 20 74 68 65 20 57  | tions,.which.also.includes.the.W | 
| 69c60 |  65 69 62 75 6c 6c 20 61 6e 64 0a 20 20 20 20 20    20 20 20 46 72 65 63 68 65 74 2e 0a 0a 20 20 20  | eibull.and.........Frechet...... | 
| 69c80 |  20 20 20 20 20 54 68 65 20 66 75 6e 63 74 69 6f    6e 20 68 61 73 20 61 20 6d 65 61 6e 20 6f 66 20  | .....The.function.has.a.mean.of. | 
| 69ca0 |  3a 6d 61 74 68 3a 60 5c 6d 75 20 2b 20 30 2e 35    37 37 32 31 5c 62 65 74 61 60 20 61 6e 64 20 61  | :math:`\mu.+.0.57721\beta`.and.a | 
| 69cc0 |  20 76 61 72 69 61 6e 63 65 0a 20 20 20 20 20 20    20 20 6f 66 20 3a 6d 61 74 68 3a 60 5c 66 72 61  | .variance.........of.:math:`\fra | 
| 69ce0 |  63 7b 5c 70 69 5e 32 7d 7b 36 7d 5c 62 65 74 61    5e 32 60 2e 0a 0a 20 20 20 20 20 20 20 20 52 65  | c{\pi^2}{6}\beta^2`...........Re | 
| 69d00 |  66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20    20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20  | ferences.........----------..... | 
| 69d20 |  20 20 20 20 2e 2e 20 5b 31 5d 20 47 75 6d 62 65    6c 2c 20 45 2e 20 4a 2e 2c 20 22 53 74 61 74 69  | .......[1].Gumbel,.E..J.,."Stati | 
| 69d40 |  73 74 69 63 73 20 6f 66 20 45 78 74 72 65 6d 65    73 2c 22 0a 20 20 20 20 20 20 20 20 20 20 20 20  | stics.of.Extremes,"............. | 
| 69d60 |  20 20 20 4e 65 77 20 59 6f 72 6b 3a 20 43 6f 6c    75 6d 62 69 61 20 55 6e 69 76 65 72 73 69 74 79  | ...New.York:.Columbia.University | 
| 69d80 |  20 50 72 65 73 73 2c 20 31 39 35 38 2e 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 52 65 69  | .Press,.1958.............[2].Rei | 
| 69da0 |  73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68    6f 6d 61 73 2c 20 4d 2e 2c 20 22 53 74 61 74 69  | ss,.R.-D..and.Thomas,.M.,."Stati | 
| 69dc0 |  73 74 69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20    6f 66 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20  | stical.Analysis.of.Extreme...... | 
| 69de0 |  20 20 20 20 20 20 20 20 20 20 56 61 6c 75 65 73    20 66 72 6f 6d 20 49 6e 73 75 72 61 6e 63 65 2c  | ..........Values.from.Insurance, | 
| 69e00 |  20 46 69 6e 61 6e 63 65 2c 20 48 79 64 72 6f 6c    6f 67 79 20 61 6e 64 20 4f 74 68 65 72 20 46 69  | .Finance,.Hydrology.and.Other.Fi | 
| 69e20 |  65 6c 64 73 2c 22 0a 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 42 61 73 65 6c 3a 20 42 69 72  | elds,"................Basel:.Bir | 
| 69e40 |  6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20    32 30 30 31 2e 0a 0a 20 20 20 20 20 20 20 20 45  | khauser.Verlag,.2001...........E | 
| 69e60 |  78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20  | xamples.........--------........ | 
| 69e80 |  20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72    6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74  | .Draw.samples.from.the.distribut | 
| 69ea0 |  69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 6d 75 2c 20 62 65 74 61 20 3d 20 30 2c 20  | ion:..........>>>.mu,.beta.=.0,. | 
| 69ec0 |  30 2e 31 20 23 20 6c 6f 63 61 74 69 6f 6e 20 61    6e 64 20 73 63 61 6c 65 0a 20 20 20 20 20 20 20  | 0.1.#.location.and.scale........ | 
| 69ee0 |  20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64    6f 6d 2e 67 75 6d 62 65 6c 28 6d 75 2c 20 62 65  | .>>>.s.=.np.random.gumbel(mu,.be | 
| 69f00 |  74 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20    20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68  | ta,.1000)..........Display.the.h | 
| 69f20 |  69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20    73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77  | istogram.of.the.samples,.along.w | 
| 69f40 |  69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20    70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73  | ith.........the.probability.dens | 
| 69f60 |  69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72  | ity.function:..........>>>.impor | 
| 69f80 |  74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70    6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20  | t.matplotlib.pyplot.as.plt...... | 
| 69fa0 |  20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69    6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c  | ...>>>.count,.bins,.ignored.=.pl | 
| 69fc0 |  74 2e 68 69 73 74 28 73 2c 20 33 30 2c 20 64 65    6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20  | t.hist(s,.30,.density=True)..... | 
| 69fe0 |  20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74    28 62 69 6e 73 2c 20 28 31 2f 62 65 74 61 29 2a  | ....>>>.plt.plot(bins,.(1/beta)* | 
| 6a000 |  6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d 20    6d 75 29 2f 62 65 74 61 29 0a 20 20 20 20 20 20  | np.exp(-(bins.-.mu)/beta)....... | 
| 6a020 |  20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 2a    20 6e 70 2e 65 78 70 28 20 2d 6e 70 2e 65 78 70  | ...............*.np.exp(.-np.exp | 
| 6a040 |  28 20 2d 28 62 69 6e 73 20 2d 20 6d 75 29 20 2f    62 65 74 61 29 20 29 2c 0a 20 20 20 20 20 20 20  | (.-(bins.-.mu)./beta).),........ | 
| 6a060 |  20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 69    6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72  | ..............linewidth=2,.color | 
| 6a080 |  3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20  | ='r').........>>>.plt.show().... | 
| 6a0a0 |  20 20 20 20 20 20 53 68 6f 77 20 68 6f 77 20 61    6e 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20  | ......Show.how.an.extreme.value. | 
| 6a0c0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e    20 61 72 69 73 65 20 66 72 6f 6d 20 61 20 47 61  | distribution.can.arise.from.a.Ga | 
| 6a0e0 |  75 73 73 69 61 6e 20 70 72 6f 63 65 73 73 0a 20    20 20 20 20 20 20 20 61 6e 64 20 63 6f 6d 70 61  | ussian.process.........and.compa | 
| 6a100 |  72 65 20 74 6f 20 61 20 47 61 75 73 73 69 61 6e    3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d  | re.to.a.Gaussian:..........>>>.m | 
| 6a120 |  65 61 6e 73 20 3d 20 5b 5d 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 6d 61 78 69 6d 61 20 3d 20 5b  | eans.=.[].........>>>.maxima.=.[ | 
| 6a140 |  5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 6f    72 20 69 20 69 6e 20 72 61 6e 67 65 28 30 2c 31  | ].........>>>.for.i.in.range(0,1 | 
| 6a160 |  30 30 30 29 20 3a 0a 20 20 20 20 20 20 20 20 2e    2e 2e 20 20 20 20 61 20 3d 20 6e 70 2e 72 61 6e  | 000).:................a.=.np.ran | 
| 6a180 |  64 6f 6d 2e 6e 6f 72 6d 61 6c 28 6d 75 2c 20 62    65 74 61 2c 20 31 30 30 30 29 0a 20 20 20 20 20  | dom.normal(mu,.beta,.1000)...... | 
| 6a1a0 |  20 20 20 2e 2e 2e 20 20 20 20 6d 65 61 6e 73 2e    61 70 70 65 6e 64 28 61 2e 6d 65 61 6e 28 29 29  | ..........means.append(a.mean()) | 
| 6a1c0 |  0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20    6d 61 78 69 6d 61 2e 61 70 70 65 6e 64 28 61 2e  | ................maxima.append(a. | 
| 6a1e0 |  6d 61 78 28 29 29 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20  | max()).........>>>.count,.bins,. | 
| 6a200 |  69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69    73 74 28 6d 61 78 69 6d 61 2c 20 33 30 2c 20 64  | ignored.=.plt.hist(maxima,.30,.d | 
| 6a220 |  65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 62 65 74 61 20 3d 20  | ensity=True).........>>>.beta.=. | 
| 6a240 |  6e 70 2e 73 74 64 28 6d 61 78 69 6d 61 29 20 2a    20 6e 70 2e 73 71 72 74 28 36 29 20 2f 20 6e 70  | np.std(maxima).*.np.sqrt(6)./.np | 
| 6a260 |  2e 70 69 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    6d 75 20 3d 20 6e 70 2e 6d 65 61 6e 28 6d 61 78  | .pi.........>>>.mu.=.np.mean(max | 
| 6a280 |  69 6d 61 29 20 2d 20 30 2e 35 37 37 32 31 2a 62    65 74 61 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | ima).-.0.57721*beta.........>>>. | 
| 6a2a0 |  70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 28    31 2f 62 65 74 61 29 2a 6e 70 2e 65 78 70 28 2d  | plt.plot(bins,.(1/beta)*np.exp(- | 
| 6a2c0 |  28 62 69 6e 73 20 2d 20 6d 75 29 2f 62 65 74 61    29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20  | (bins.-.mu)/beta)............... | 
| 6a2e0 |  20 20 20 20 20 20 20 2a 20 6e 70 2e 65 78 70 28    2d 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d  | .......*.np.exp(-np.exp(-(bins.- | 
| 6a300 |  20 6d 75 29 2f 62 65 74 61 29 29 2c 0a 20 20 20    20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20  | .mu)/beta)),.................... | 
| 6a320 |  20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63    6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 20  | ..linewidth=2,.color='r')....... | 
| 6a340 |  20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62    69 6e 73 2c 20 31 2f 28 62 65 74 61 20 2a 20 6e  | ..>>>.plt.plot(bins,.1/(beta.*.n | 
| 6a360 |  70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 69    29 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20  | p.sqrt(2.*.np.pi)).............. | 
| 6a380 |  20 20 20 20 20 20 20 20 2a 20 6e 70 2e 65 78 70    28 2d 28 62 69 6e 73 20 2d 20 6d 75 29 2a 2a 32  | ........*.np.exp(-(bins.-.mu)**2 | 
| 6a3a0 |  20 2f 20 28 32 20 2a 20 62 65 74 61 2a 2a 32 29    29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20  | ./.(2.*.beta**2)),.............. | 
| 6a3c0 |  20 20 20 20 20 20 20 20 6c 69 6e 65 77 69 64 74    68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 67 27 29 0a  | ........linewidth=2,.color='g'). | 
| 6a3e0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e    73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20  | ........>>>.plt.show().......... | 
| 6a400 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 6a420 |  0a 20 20 20 20 20 20 20 20 6c 61 70 6c 61 63 65    28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d  | .........laplace(loc=0.0,.scale= | 
| 6a440 |  31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a    0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61  | 1.0,.size=None)..........Draw.sa | 
| 6a460 |  6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 4c    61 70 6c 61 63 65 20 6f 72 20 64 6f 75 62 6c 65  | mples.from.the.Laplace.or.double | 
| 6a480 |  20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 0a 20  | .exponential.distribution.with.. | 
| 6a4a0 |  20 20 20 20 20 20 20 73 70 65 63 69 66 69 65 64    20 6c 6f 63 61 74 69 6f 6e 20 28 6f 72 20 6d 65  | .......specified.location.(or.me | 
| 6a4c0 |  61 6e 29 20 61 6e 64 20 73 63 61 6c 65 20 28 64    65 63 61 79 29 2e 0a 0a 20 20 20 20 20 20 20 20  | an).and.scale.(decay)........... | 
| 6a4e0 |  54 68 65 20 4c 61 70 6c 61 63 65 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 69 73 20 73 69 6d 69  | The.Laplace.distribution.is.simi | 
| 6a500 |  6c 61 72 20 74 6f 20 74 68 65 20 47 61 75 73 73    69 61 6e 2f 6e 6f 72 6d 61 6c 20 64 69 73 74 72  | lar.to.the.Gaussian/normal.distr | 
| 6a520 |  69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 20    20 62 75 74 20 69 73 20 73 68 61 72 70 65 72 20  | ibution,.........but.is.sharper. | 
| 6a540 |  61 74 20 74 68 65 20 70 65 61 6b 20 61 6e 64 20    68 61 73 20 66 61 74 74 65 72 20 74 61 69 6c 73  | at.the.peak.and.has.fatter.tails | 
| 6a560 |  2e 20 49 74 20 72 65 70 72 65 73 65 6e 74 73 20    74 68 65 0a 20 20 20 20 20 20 20 20 64 69 66 66  | ..It.represents.the.........diff | 
| 6a580 |  65 72 65 6e 63 65 20 62 65 74 77 65 65 6e 20 74    77 6f 20 69 6e 64 65 70 65 6e 64 65 6e 74 2c 20  | erence.between.two.independent,. | 
| 6a5a0 |  69 64 65 6e 74 69 63 61 6c 6c 79 20 64 69 73 74    72 69 62 75 74 65 64 20 65 78 70 6f 6e 65 6e 74  | identically.distributed.exponent | 
| 6a5c0 |  69 61 6c 0a 20 20 20 20 20 20 20 20 72 61 6e 64    6f 6d 20 76 61 72 69 61 62 6c 65 73 2e 0a 0a 20  | ial.........random.variables.... | 
| 6a5e0 |  20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a    0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77  | ..........note::.............New | 
| 6a600 |  20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65    20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e  | .code.should.use.the.`~numpy.ran | 
| 6a620 |  64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 61    70 6c 61 63 65 60 0a 20 20 20 20 20 20 20 20 20  | dom.Generator.laplace`.......... | 
| 6a640 |  20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60    7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65  | ...method.of.a.`~numpy.random.Ge | 
| 6a660 |  6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63    65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20  | nerator`.instance.instead;...... | 
| 6a680 |  20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65    65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64  | .......please.see.the.:ref:`rand | 
| 6a6a0 |  6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e    0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65  | om-quick-start`...........Parame | 
| 6a6c0 |  74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d    2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | ters.........----------......... | 
| 6a6e0 |  6c 6f 63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61    72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f  | loc.:.float.or.array_like.of.flo | 
| 6a700 |  61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20    20 20 20 20 20 20 20 20 20 20 54 68 65 20 70 6f  | ats,.optional.............The.po | 
| 6a720 |  73 69 74 69 6f 6e 2c 20 3a 6d 61 74 68 3a 60 5c    6d 75 60 2c 20 6f 66 20 74 68 65 20 64 69 73 74  | sition,.:math:`\mu`,.of.the.dist | 
| 6a740 |  72 69 62 75 74 69 6f 6e 20 70 65 61 6b 2e 20 44    65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20  | ribution.peak..Default.is.0..... | 
| 6a760 |  20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f    61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65  | .....scale.:.float.or.array_like | 
| 6a780 |  20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69    6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20  | .of.floats,.optional............ | 
| 6a7a0 |  20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60    2c 20 74 68 65 20 65 78 70 6f 6e 65 6e 74 69 61  | .:math:`\lambda`,.the.exponentia | 
| 6a7c0 |  6c 20 64 65 63 61 79 2e 20 44 65 66 61 75 6c 74    20 69 73 20 31 2e 20 4d 75 73 74 20 62 65 20 6e  | l.decay..Default.is.1..Must.be.n | 
| 6a7e0 |  6f 6e 2d 0a 20 20 20 20 20 20 20 20 20 20 20 20    6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20  | on-.............negative........ | 
| 6a800 |  20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20    74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f  | ..size.:.int.or.tuple.of.ints,.o | 
| 6a820 |  70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20    20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65  | ptional.............Output.shape | 
| 6a840 |  2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20    73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20  | ...If.the.given.shape.is,.e.g.,. | 
| 6a860 |  60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74    68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20  | ``(m,.n,.k)``,.then............. | 
| 6a880 |  60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61    6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e  | ``m.*.n.*.k``.samples.are.drawn. | 
| 6a8a0 |  20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e    6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c  | ..If.size.is.``None``.(default), | 
| 6a8c0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73    69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72  | .............a.single.value.is.r | 
| 6a8e0 |  65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f 63    60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60  | eturned.if.``loc``.and.``scale`` | 
| 6a900 |  20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72    73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f  | .are.both.scalars..............O | 
| 6a920 |  74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62    72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73 63  | therwise,.``np.broadcast(loc,.sc | 
| 6a940 |  61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70    6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a  | ale).size``.samples.are.drawn... | 
| 6a960 |  20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a  | ........Returns.........-------. | 
| 6a980 |  20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64    61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a  | ........out.:.ndarray.or.scalar. | 
| 6a9a0 |  20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77    6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74  | ............Drawn.samples.from.t | 
| 6a9c0 |  68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64    20 4c 61 70 6c 61 63 65 20 64 69 73 74 72 69 62  | he.parameterized.Laplace.distrib | 
| 6a9e0 |  75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20    53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20  | ution...........See.Also........ | 
| 6aa00 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74  | .--------.........random.Generat | 
| 6aa20 |  6f 72 2e 6c 61 70 6c 61 63 65 3a 20 77 68 69 63    68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64  | or.laplace:.which.should.be.used | 
| 6aa40 |  20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a    20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20  | .for.new.code...........Notes... | 
| 6aa60 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 49 74 20 68 61 73 20 74 68 65 20 70  | ......-----.........It.has.the.p | 
| 6aa80 |  72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69    74 79 20 66 75 6e 63 74 69 6f 6e 0a 0a 20 20 20  | robability.density.function..... | 
| 6aaa0 |  20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 66    28 78 3b 20 5c 6d 75 2c 20 5c 6c 61 6d 62 64 61  | ........math::.f(x;.\mu,.\lambda | 
| 6aac0 |  29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 32 5c 6c    61 6d 62 64 61 7d 0a 20 20 20 20 20 20 20 20 20  | ).=.\frac{1}{2\lambda}.......... | 
| 6aae0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 65  | ..............................\e | 
| 6ab00 |  78 70 5c 6c 65 66 74 28 2d 5c 66 72 61 63 7b 7c    78 20 2d 20 5c 6d 75 7c 7d 7b 5c 6c 61 6d 62 64  | xp\left(-\frac{|x.-.\mu|}{\lambd | 
| 6ab20 |  61 7d 5c 72 69 67 68 74 29 2e 0a 0a 20 20 20 20    20 20 20 20 54 68 65 20 66 69 72 73 74 20 6c 61  | a}\right)...........The.first.la | 
| 6ab40 |  77 20 6f 66 20 4c 61 70 6c 61 63 65 2c 20 66 72    6f 6d 20 31 37 37 34 2c 20 73 74 61 74 65 73 20  | w.of.Laplace,.from.1774,.states. | 
| 6ab60 |  74 68 61 74 20 74 68 65 20 66 72 65 71 75 65 6e    63 79 0a 20 20 20 20 20 20 20 20 6f 66 20 61 6e  | that.the.frequency.........of.an | 
| 6ab80 |  20 65 72 72 6f 72 20 63 61 6e 20 62 65 20 65 78    70 72 65 73 73 65 64 20 61 73 20 61 6e 20 65 78  | .error.can.be.expressed.as.an.ex | 
| 6aba0 |  70 6f 6e 65 6e 74 69 61 6c 20 66 75 6e 63 74 69    6f 6e 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20  | ponential.function.of.the....... | 
| 6abc0 |  20 20 61 62 73 6f 6c 75 74 65 20 6d 61 67 6e 69    74 75 64 65 20 6f 66 20 74 68 65 20 65 72 72 6f  | ..absolute.magnitude.of.the.erro | 
| 6abe0 |  72 2c 20 77 68 69 63 68 20 6c 65 61 64 73 20 74    6f 20 74 68 65 20 4c 61 70 6c 61 63 65 0a 20 20  | r,.which.leads.to.the.Laplace... | 
| 6ac00 |  20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69    6f 6e 2e 20 46 6f 72 20 6d 61 6e 79 20 70 72 6f  | ......distribution..For.many.pro | 
| 6ac20 |  62 6c 65 6d 73 20 69 6e 20 65 63 6f 6e 6f 6d 69    63 73 20 61 6e 64 20 68 65 61 6c 74 68 0a 20 20  | blems.in.economics.and.health... | 
| 6ac40 |  20 20 20 20 20 20 73 63 69 65 6e 63 65 73 2c 20    74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f  | ......sciences,.this.distributio | 
| 6ac60 |  6e 20 73 65 65 6d 73 20 74 6f 20 6d 6f 64 65 6c    20 74 68 65 20 64 61 74 61 20 62 65 74 74 65 72  | n.seems.to.model.the.data.better | 
| 6ac80 |  0a 20 20 20 20 20 20 20 20 74 68 61 6e 20 74 68    65 20 73 74 61 6e 64 61 72 64 20 47 61 75 73 73  | .........than.the.standard.Gauss | 
| 6aca0 |  69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e    2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72  | ian.distribution...........Refer | 
| 6acc0 |  65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20  | ences.........----------........ | 
| 6ace0 |  20 2e 2e 20 5b 31 5d 20 41 62 72 61 6d 6f 77 69    74 7a 2c 20 4d 2e 20 61 6e 64 20 53 74 65 67 75  | ....[1].Abramowitz,.M..and.Stegu | 
| 6ad00 |  6e 2c 20 49 2e 20 41 2e 20 28 45 64 73 2e 29 2e    20 22 48 61 6e 64 62 6f 6f 6b 20 6f 66 0a 20 20  | n,.I..A..(Eds.).."Handbook.of... | 
| 6ad20 |  20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74    68 65 6d 61 74 69 63 61 6c 20 46 75 6e 63 74 69  | .............Mathematical.Functi | 
| 6ad40 |  6f 6e 73 20 77 69 74 68 20 46 6f 72 6d 75 6c 61    73 2c 20 47 72 61 70 68 73 2c 20 61 6e 64 20 4d  | ons.with.Formulas,.Graphs,.and.M | 
| 6ad60 |  61 74 68 65 6d 61 74 69 63 61 6c 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 54 61 62 6c 65  | athematical................Table | 
| 6ad80 |  73 2c 20 39 74 68 20 70 72 69 6e 74 69 6e 67 2c    22 20 4e 65 77 20 59 6f 72 6b 3a 20 44 6f 76 65  | s,.9th.printing,".New.York:.Dove | 
| 6ada0 |  72 2c 20 31 39 37 32 2e 0a 20 20 20 20 20 20 20    20 2e 2e 20 5b 32 5d 20 4b 6f 74 7a 2c 20 53 61  | r,.1972.............[2].Kotz,.Sa | 
| 6adc0 |  6d 75 65 6c 2c 20 65 74 2e 20 61 6c 2e 20 22 54    68 65 20 4c 61 70 6c 61 63 65 20 44 69 73 74 72  | muel,.et..al.."The.Laplace.Distr | 
| 6ade0 |  69 62 75 74 69 6f 6e 20 61 6e 64 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 47 65 6e 65 72  | ibution.and................Gener | 
| 6ae00 |  61 6c 69 7a 61 74 69 6f 6e 73 2c 20 22 20 42 69    72 6b 68 61 75 73 65 72 2c 20 32 30 30 31 2e 0a  | alizations,.".Birkhauser,.2001.. | 
| 6ae20 |  20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57    65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57  | ...........[3].Weisstein,.Eric.W | 
| 6ae40 |  2e 20 22 4c 61 70 6c 61 63 65 20 44 69 73 74 72    69 62 75 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20  | .."Laplace.Distribution."....... | 
| 6ae60 |  20 20 20 20 20 20 20 20 20 46 72 6f 6d 20 4d 61    74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72  | .........From.MathWorld--A.Wolfr | 
| 6ae80 |  61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | am.Web.Resource................. | 
| 6aea0 |  68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64    2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4c 61 70  | http://mathworld.wolfram.com/Lap | 
| 6aec0 |  6c 61 63 65 44 69 73 74 72 69 62 75 74 69 6f 6e    2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e  | laceDistribution.html........... | 
| 6aee0 |  20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61 2c 20    22 4c 61 70 6c 61 63 65 20 64 69 73 74 72 69 62  | .[4].Wikipedia,."Laplace.distrib | 
| 6af00 |  75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65  | ution",................https://e | 
| 6af20 |  6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f    77 69 6b 69 2f 4c 61 70 6c 61 63 65 5f 64 69 73  | n.wikipedia.org/wiki/Laplace_dis | 
| 6af40 |  74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20    20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20  | tribution..........Examples..... | 
| 6af60 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65  | ....--------.........Draw.sample | 
| 6af80 |  73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72    69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20  | s.from.the.distribution......... | 
| 6afa0 |  20 3e 3e 3e 20 6c 6f 63 2c 20 73 63 61 6c 65 20    3d 20 30 2e 2c 20 31 2e 0a 20 20 20 20 20 20 20  | .>>>.loc,.scale.=.0.,.1......... | 
| 6afc0 |  20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64    6f 6d 2e 6c 61 70 6c 61 63 65 28 6c 6f 63 2c 20  | .>>>.s.=.np.random.laplace(loc,. | 
| 6afe0 |  73 63 61 6c 65 2c 20 31 30 30 30 29 0a 0a 20 20    20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68  | scale,.1000)..........Display.th | 
| 6b000 |  65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74    68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e  | e.histogram.of.the.samples,.alon | 
| 6b020 |  67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74    68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64  | g.with.........the.probability.d | 
| 6b040 |  65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d  | ensity.function:..........>>>.im | 
| 6b060 |  70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e    70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20  | port.matplotlib.pyplot.as.plt... | 
| 6b080 |  20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c    20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d  | ......>>>.count,.bins,.ignored.= | 
| 6b0a0 |  20 70 6c 74 2e 68 69 73 74 28 73 2c 20 33 30 2c    20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20  | .plt.hist(s,.30,.density=True).. | 
| 6b0c0 |  20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e    70 2e 61 72 61 6e 67 65 28 2d 38 2e 2c 20 38 2e  | .......>>>.x.=.np.arange(-8.,.8. | 
| 6b0e0 |  2c 20 2e 30 31 29 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 70 64 66 20 3d 20 6e 70 2e 65 78 70 28  | ,..01).........>>>.pdf.=.np.exp( | 
| 6b100 |  2d 61 62 73 28 78 2d 6c 6f 63 29 2f 73 63 61 6c    65 29 2f 28 32 2e 2a 73 63 61 6c 65 29 0a 20 20  | -abs(x-loc)/scale)/(2.*scale)... | 
| 6b120 |  20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c    6f 74 28 78 2c 20 70 64 66 29 0a 0a 20 20 20 20  | ......>>>.plt.plot(x,.pdf)...... | 
| 6b140 |  20 20 20 20 50 6c 6f 74 20 47 61 75 73 73 69 61    6e 20 66 6f 72 20 63 6f 6d 70 61 72 69 73 6f 6e  | ....Plot.Gaussian.for.comparison | 
| 6b160 |  3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 67    20 3d 20 28 31 2f 28 73 63 61 6c 65 20 2a 20 6e  | :..........>>>.g.=.(1/(scale.*.n | 
| 6b180 |  70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 69    29 29 20 2a 0a 20 20 20 20 20 20 20 20 2e 2e 2e  | p.sqrt(2.*.np.pi)).*............ | 
| 6b1a0 |  20 20 20 20 20 20 6e 70 2e 65 78 70 28 2d 28 78    20 2d 20 6c 6f 63 29 2a 2a 32 20 2f 20 28 32 20  | ......np.exp(-(x.-.loc)**2./.(2. | 
| 6b1c0 |  2a 20 73 63 61 6c 65 2a 2a 32 29 29 29 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c  | *.scale**2))).........>>>.plt.pl | 
| 6b1e0 |  6f 74 28 78 2c 67 29 0a 0a 20 20 20 20 20 20 20    20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ot(x,g)......................... | 
| 6b200 |  0a 20 20 20 20 20 20 20 20 70 6f 77 65 72 28 61    2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20  | .........power(a,.size=None).... | 
| 6b220 |  20 20 20 20 20 20 44 72 61 77 73 20 73 61 6d 70    6c 65 73 20 69 6e 20 5b 30 2c 20 31 5d 20 66 72  | ......Draws.samples.in.[0,.1].fr | 
| 6b240 |  6f 6d 20 61 20 70 6f 77 65 72 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 77 69 74 68 20 70 6f 73  | om.a.power.distribution.with.pos | 
| 6b260 |  69 74 69 76 65 0a 20 20 20 20 20 20 20 20 65 78    70 6f 6e 65 6e 74 20 61 20 2d 20 31 2e 0a 0a 20  | itive.........exponent.a.-.1.... | 
| 6b280 |  20 20 20 20 20 20 20 41 6c 73 6f 20 6b 6e 6f 77    6e 20 61 73 20 74 68 65 20 70 6f 77 65 72 20 66  | .......Also.known.as.the.power.f | 
| 6b2a0 |  75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75    74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 2e  | unction.distribution............ | 
| 6b2c0 |  2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20    20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68  | ..note::.............New.code.sh | 
| 6b2e0 |  6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e    75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65  | ould.use.the.`~numpy.random.Gene | 
| 6b300 |  72 61 74 6f 72 2e 70 6f 77 65 72 60 0a 20 20 20    20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20  | rator.power`.............method. | 
| 6b320 |  6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e    64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69  | of.a.`~numpy.random.Generator`.i | 
| 6b340 |  6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b    0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65  | nstance.instead;.............ple | 
| 6b360 |  61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66    3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73  | ase.see.the.:ref:`random-quick-s | 
| 6b380 |  74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20    50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20  | tart`...........Parameters...... | 
| 6b3a0 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20  | ...----------.........a.:.float. | 
| 6b3c0 |  6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66    20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20  | or.array_like.of.floats......... | 
| 6b3e0 |  20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66    20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f  | ....Parameter.of.the.distributio | 
| 6b400 |  6e 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e    65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20  | n..Must.be.non-negative......... | 
| 6b420 |  20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74    75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70  | .size.:.int.or.tuple.of.ints,.op | 
| 6b440 |  74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20    20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e  | tional.............Output.shape. | 
| 6b460 |  20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73    68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60  | ..If.the.given.shape.is,.e.g.,.` | 
| 6b480 |  60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68    65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60  | `(m,.n,.k)``,.then.............` | 
| 6b4a0 |  60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d    70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20  | `m.*.n.*.k``.samples.are.drawn.. | 
| 6b4c0 |  20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f    6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a  | .If.size.is.``None``.(default),. | 
| 6b4e0 |  20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69    6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65  | ............a.single.value.is.re | 
| 6b500 |  74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20    69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74  | turned.if.``a``.is.a.scalar...Ot | 
| 6b520 |  68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20    20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28  | herwise,.............``np.array( | 
| 6b540 |  61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65    73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20  | a).size``.samples.are.drawn..... | 
| 6b560 |  20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20  | ......Returns.........-------... | 
| 6b580 |  20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72    72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20  | ......out.:.ndarray.or.scalar... | 
| 6b5a0 |  20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65  | ..........Drawn.samples.from.the | 
| 6b5c0 |  20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 70    6f 77 65 72 20 64 69 73 74 72 69 62 75 74 69 6f  | .parameterized.power.distributio | 
| 6b5e0 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 61 69 73    65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | n...........Raises.........----- | 
| 6b600 |  2d 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45    72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20  | -.........ValueError............ | 
| 6b620 |  20 49 66 20 61 20 3c 3d 20 30 2e 0a 0a 20 20 20    20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20  | .If.a.<=.0...........See.Also... | 
| 6b640 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65  | ......--------.........random.Ge | 
| 6b660 |  6e 65 72 61 74 6f 72 2e 70 6f 77 65 72 3a 20 77    68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75  | nerator.power:.which.should.be.u | 
| 6b680 |  73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65    2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73  | sed.for.new.code...........Notes | 
| 6b6a0 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61  | .........-----.........The.proba | 
| 6b6c0 |  62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66    75 6e 63 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20  | bility.density.function.is...... | 
| 6b6e0 |  20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28    78 3b 20 61 29 20 3d 20 61 78 5e 7b 61 2d 31 7d  | .......math::.P(x;.a).=.ax^{a-1} | 
| 6b700 |  2c 20 30 20 5c 6c 65 20 78 20 5c 6c 65 20 31 2c    20 61 3e 30 2e 0a 0a 20 20 20 20 20 20 20 20 54  | ,.0.\le.x.\le.1,.a>0...........T | 
| 6b720 |  68 65 20 70 6f 77 65 72 20 66 75 6e 63 74 69 6f    6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69  | he.power.function.distribution.i | 
| 6b740 |  73 20 6a 75 73 74 20 74 68 65 20 69 6e 76 65 72    73 65 20 6f 66 20 74 68 65 20 50 61 72 65 74 6f  | s.just.the.inverse.of.the.Pareto | 
| 6b760 |  0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2e 20 49 74 20 6d 61 79 20 61 6c  | .........distribution..It.may.al | 
| 6b780 |  73 6f 20 62 65 20 73 65 65 6e 20 61 73 20 61 20    73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20  | so.be.seen.as.a.special.case.of. | 
| 6b7a0 |  74 68 65 20 42 65 74 61 0a 20 20 20 20 20 20 20    20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a  | the.Beta.........distribution... | 
| 6b7c0 |  20 20 20 20 20 20 20 20 49 74 20 69 73 20 75 73    65 64 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c  | ........It.is.used,.for.example, | 
| 6b7e0 |  20 69 6e 20 6d 6f 64 65 6c 69 6e 67 20 74 68 65    20 6f 76 65 72 2d 72 65 70 6f 72 74 69 6e 67 20  | .in.modeling.the.over-reporting. | 
| 6b800 |  6f 66 20 69 6e 73 75 72 61 6e 63 65 0a 20 20 20    20 20 20 20 20 63 6c 61 69 6d 73 2e 0a 0a 20 20  | of.insurance.........claims..... | 
| 6b820 |  20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73    0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d  | ......References.........------- | 
| 6b840 |  2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b    31 5d 20 43 68 72 69 73 74 69 61 6e 20 4b 6c 65  | ---............[1].Christian.Kle | 
| 6b860 |  69 62 65 72 2c 20 53 61 6d 75 65 6c 20 4b 6f 74    7a 2c 20 22 53 74 61 74 69 73 74 69 63 61 6c 20  | iber,.Samuel.Kotz,."Statistical. | 
| 6b880 |  73 69 7a 65 20 64 69 73 74 72 69 62 75 74 69 6f    6e 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | size.distributions.............. | 
| 6b8a0 |  20 20 69 6e 20 65 63 6f 6e 6f 6d 69 63 73 20 61    6e 64 20 61 63 74 75 61 72 69 61 6c 20 73 63 69  | ..in.economics.and.actuarial.sci | 
| 6b8c0 |  65 6e 63 65 73 22 2c 20 57 69 6c 65 79 2c 20 32    30 30 33 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20  | ences",.Wiley,.2003............. | 
| 6b8e0 |  5b 32 5d 20 48 65 63 6b 65 72 74 2c 20 4e 2e 20    41 2e 20 61 6e 64 20 46 69 6c 6c 69 62 65 6e 2c  | [2].Heckert,.N..A..and.Filliben, | 
| 6b900 |  20 4a 61 6d 65 73 20 4a 2e 20 22 4e 49 53 54 20    48 61 6e 64 62 6f 6f 6b 20 31 34 38 3a 0a 20 20  | .James.J.."NIST.Handbook.148:... | 
| 6b920 |  20 20 20 20 20 20 20 20 20 20 20 20 20 44 61 74    61 70 6c 6f 74 20 52 65 66 65 72 65 6e 63 65 20  | .............Dataplot.Reference. | 
| 6b940 |  4d 61 6e 75 61 6c 2c 20 56 6f 6c 75 6d 65 20 32    3a 20 4c 65 74 20 53 75 62 63 6f 6d 6d 61 6e 64  | Manual,.Volume.2:.Let.Subcommand | 
| 6b960 |  73 20 61 6e 64 20 4c 69 62 72 61 72 79 0a 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 46 75 6e  | s.and.Library................Fun | 
| 6b980 |  63 74 69 6f 6e 73 22 2c 20 4e 61 74 69 6f 6e 61    6c 20 49 6e 73 74 69 74 75 74 65 20 6f 66 20 53  | ctions",.National.Institute.of.S | 
| 6b9a0 |  74 61 6e 64 61 72 64 73 20 61 6e 64 20 54 65 63    68 6e 6f 6c 6f 67 79 0a 20 20 20 20 20 20 20 20  | tandards.and.Technology......... | 
| 6b9c0 |  20 20 20 20 20 20 20 48 61 6e 64 62 6f 6f 6b 20    53 65 72 69 65 73 2c 20 4a 75 6e 65 20 32 30 30  | .......Handbook.Series,.June.200 | 
| 6b9e0 |  33 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 74  | 3.................https://www.it | 
| 6ba00 |  6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39    38 2f 73 6f 66 74 77 61 72 65 2f 64 61 74 61 70  | l.nist.gov/div898/software/datap | 
| 6ba20 |  6c 6f 74 2f 72 65 66 6d 61 6e 32 2f 61 75 78 69    6c 6c 61 72 2f 70 6f 77 70 64 66 2e 70 64 66 0a  | lot/refman2/auxillar/powpdf.pdf. | 
| 6ba40 |  0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65    73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .........Examples.........------ | 
| 6ba60 |  2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65  | --.........Draw.samples.from.the | 
| 6ba80 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 61 20 3d 20  | .distribution:..........>>>.a.=. | 
| 6baa0 |  35 2e 20 23 20 73 68 61 70 65 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 73 61 6d 70 6c 65 73 20 3d  | 5..#.shape.........>>>.samples.= | 
| 6bac0 |  20 31 30 30 30 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e  | .1000.........>>>.s.=.np.random. | 
| 6bae0 |  70 6f 77 65 72 28 61 2c 20 73 61 6d 70 6c 65 73    29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c  | power(a,.samples)..........Displ | 
| 6bb00 |  61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d    20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c  | ay.the.histogram.of.the.samples, | 
| 6bb20 |  20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20    20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c  | .along.with.........the.probabil | 
| 6bb40 |  69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63    74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e  | ity.density.function:..........> | 
| 6bb60 |  3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f    74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70  | >>.import.matplotlib.pyplot.as.p | 
| 6bb80 |  6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63    6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f  | lt.........>>>.count,.bins,.igno | 
| 6bba0 |  72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73    2c 20 62 69 6e 73 3d 33 30 29 0a 20 20 20 20 20  | red.=.plt.hist(s,.bins=30)...... | 
| 6bbc0 |  20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 6c 69    6e 73 70 61 63 65 28 30 2c 20 31 2c 20 31 30 30  | ...>>>.x.=.np.linspace(0,.1,.100 | 
| 6bbe0 |  29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20    3d 20 61 2a 78 2a 2a 28 61 2d 31 2e 29 0a 20 20  | ).........>>>.y.=.a*x**(a-1.)... | 
| 6bc00 |  20 20 20 20 20 20 3e 3e 3e 20 6e 6f 72 6d 65 64    5f 79 20 3d 20 73 61 6d 70 6c 65 73 2a 6e 70 2e  | ......>>>.normed_y.=.samples*np. | 
| 6bc20 |  64 69 66 66 28 62 69 6e 73 29 5b 30 5d 2a 79 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e  | diff(bins)[0]*y.........>>>.plt. | 
| 6bc40 |  70 6c 6f 74 28 78 2c 20 6e 6f 72 6d 65 64 5f 79    29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c  | plot(x,.normed_y).........>>>.pl | 
| 6bc60 |  74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20    20 20 43 6f 6d 70 61 72 65 20 74 68 65 20 70 6f  | t.show()..........Compare.the.po | 
| 6bc80 |  77 65 72 20 66 75 6e 63 74 69 6f 6e 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 74 6f 20 74 68 65  | wer.function.distribution.to.the | 
| 6bca0 |  20 69 6e 76 65 72 73 65 20 6f 66 20 74 68 65 20    50 61 72 65 74 6f 2e 0a 0a 20 20 20 20 20 20 20  | .inverse.of.the.Pareto.......... | 
| 6bcc0 |  20 3e 3e 3e 20 66 72 6f 6d 20 73 63 69 70 79 20    69 6d 70 6f 72 74 20 73 74 61 74 73 20 23 20 64  | .>>>.from.scipy.import.stats.#.d | 
| 6bce0 |  6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 72 76 73 20 3d 20  | octest:.+SKIP.........>>>.rvs.=. | 
| 6bd00 |  6e 70 2e 72 61 6e 64 6f 6d 2e 70 6f 77 65 72 28    35 2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20  | np.random.power(5,.1000000)..... | 
| 6bd20 |  20 20 20 20 3e 3e 3e 20 72 76 73 70 20 3d 20 6e    70 2e 72 61 6e 64 6f 6d 2e 70 61 72 65 74 6f 28  | ....>>>.rvsp.=.np.random.pareto( | 
| 6bd40 |  35 2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 78 78 20 3d 20 6e 70 2e  | 5,.1000000).........>>>.xx.=.np. | 
| 6bd60 |  6c 69 6e 73 70 61 63 65 28 30 2c 31 2c 31 30 30    29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6f  | linspace(0,1,100).........>>>.po | 
| 6bd80 |  77 70 64 66 20 3d 20 73 74 61 74 73 2e 70 6f 77    65 72 6c 61 77 2e 70 64 66 28 78 78 2c 35 29 20  | wpdf.=.stats.powerlaw.pdf(xx,5). | 
| 6bda0 |  20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49    50 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70  | .#.doctest:.+SKIP..........>>>.p | 
| 6bdc0 |  6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74  | lt.figure().........>>>.plt.hist | 
| 6bde0 |  28 72 76 73 2c 20 62 69 6e 73 3d 35 30 2c 20 64    65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20  | (rvs,.bins=50,.density=True).... | 
| 6be00 |  20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f    74 28 78 78 2c 70 6f 77 70 64 66 2c 27 72 2d 27  | .....>>>.plt.plot(xx,powpdf,'r-' | 
| 6be20 |  29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53    4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | )..#.doctest:.+SKIP.........>>>. | 
| 6be40 |  70 6c 74 2e 74 69 74 6c 65 28 27 6e 70 2e 72 61    6e 64 6f 6d 2e 70 6f 77 65 72 28 35 29 27 29 0a  | plt.title('np.random.power(5)'). | 
| 6be60 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74    2e 66 69 67 75 72 65 28 29 0a 20 20 20 20 20 20  | .........>>>.plt.figure()....... | 
| 6be80 |  20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 31    2e 2f 28 31 2e 2b 72 76 73 70 29 2c 20 62 69 6e  | ..>>>.plt.hist(1./(1.+rvsp),.bin | 
| 6bea0 |  73 3d 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72    75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | s=50,.density=True).........>>>. | 
| 6bec0 |  70 6c 74 2e 70 6c 6f 74 28 78 78 2c 70 6f 77 70    64 66 2c 27 72 2d 27 29 20 20 23 20 64 6f 63 74  | plt.plot(xx,powpdf,'r-')..#.doct | 
| 6bee0 |  65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65  | est:.+SKIP.........>>>.plt.title | 
| 6bf00 |  28 27 69 6e 76 65 72 73 65 20 6f 66 20 31 20 2b    20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 61 72 65 74  | ('inverse.of.1.+.np.random.paret | 
| 6bf20 |  6f 28 35 29 27 29 0a 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29  | o(5)')..........>>>.plt.figure() | 
| 6bf40 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74    2e 68 69 73 74 28 31 2e 2f 28 31 2e 2b 72 76 73  | .........>>>.plt.hist(1./(1.+rvs | 
| 6bf60 |  70 29 2c 20 62 69 6e 73 3d 35 30 2c 20 64 65 6e    73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20  | p),.bins=50,.density=True)...... | 
| 6bf80 |  20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28    78 78 2c 70 6f 77 70 64 66 2c 27 72 2d 27 29 20  | ...>>>.plt.plot(xx,powpdf,'r-'). | 
| 6bfa0 |  20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49    50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c  | .#.doctest:.+SKIP.........>>>.pl | 
| 6bfc0 |  74 2e 74 69 74 6c 65 28 27 69 6e 76 65 72 73 65    20 6f 66 20 73 74 61 74 73 2e 70 61 72 65 74 6f  | t.title('inverse.of.stats.pareto | 
| 6bfe0 |  28 35 29 27 29 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | (5)')........................... | 
| 6c000 |  0a 20 20 20 20 20 20 20 20 77 65 69 62 75 6c 6c    28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a  | .........weibull(a,.size=None).. | 
| 6c020 |  20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d    70 6c 65 73 20 66 72 6f 6d 20 61 20 57 65 69 62  | ........Draw.samples.from.a.Weib | 
| 6c040 |  75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e    2e 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20  | ull.distribution...........Draw. | 
| 6c060 |  73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 31    2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75  | samples.from.a.1-parameter.Weibu | 
| 6c080 |  6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20    77 69 74 68 20 74 68 65 20 67 69 76 65 6e 0a 20  | ll.distribution.with.the.given.. | 
| 6c0a0 |  20 20 20 20 20 20 20 73 68 61 70 65 20 70 61 72    61 6d 65 74 65 72 20 60 61 60 2e 0a 0a 20 20 20  | .......shape.parameter.`a`...... | 
| 6c0c0 |  20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 58    20 3d 20 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61  | ........math::.X.=.(-ln(U))^{1/a | 
| 6c0e0 |  7d 0a 0a 20 20 20 20 20 20 20 20 48 65 72 65 2c    20 55 20 69 73 20 64 72 61 77 6e 20 66 72 6f 6d  | }..........Here,.U.is.drawn.from | 
| 6c100 |  20 74 68 65 20 75 6e 69 66 6f 72 6d 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 28  | .the.uniform.distribution.over.( | 
| 6c120 |  30 2c 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 54    68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f 6e 20 32  | 0,1]...........The.more.common.2 | 
| 6c140 |  2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75    6c 6c 2c 20 69 6e 63 6c 75 64 69 6e 67 20 61 20  | -parameter.Weibull,.including.a. | 
| 6c160 |  73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 0a    20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c  | scale.parameter.........:math:`\ | 
| 6c180 |  6c 61 6d 62 64 61 60 20 69 73 20 6a 75 73 74 20    3a 6d 61 74 68 3a 60 58 20 3d 20 5c 6c 61 6d 62  | lambda`.is.just.:math:`X.=.\lamb | 
| 6c1a0 |  64 61 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 7d    60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e  | da(-ln(U))^{1/a}`..............n | 
| 6c1c0 |  6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20    20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c  | ote::.............New.code.shoul | 
| 6c1e0 |  64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70    79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74  | d.use.the.`~numpy.random.Generat | 
| 6c200 |  6f 72 2e 77 65 69 62 75 6c 6c 60 0a 20 20 20 20    20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f  | or.weibull`.............method.o | 
| 6c220 |  66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e  | f.a.`~numpy.random.Generator`.in | 
| 6c240 |  73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a    20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61  | stance.instead;.............plea | 
| 6c260 |  73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a    60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74  | se.see.the.:ref:`random-quick-st | 
| 6c280 |  61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50    61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20  | art`...........Parameters....... | 
| 6c2a0 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f  | ..----------.........a.:.float.o | 
| 6c2c0 |  72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20    66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20  | r.array_like.of.floats.......... | 
| 6c2e0 |  20 20 20 53 68 61 70 65 20 70 61 72 61 6d 65 74    65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69  | ...Shape.parameter.of.the.distri | 
| 6c300 |  62 75 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65    20 6e 6f 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20  | bution...Must.be.nonnegative.... | 
| 6c320 |  20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74    20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74  | ......size.:.int.or.tuple.of.int | 
| 6c340 |  73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20    20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73  | s,.optional.............Output.s | 
| 6c360 |  68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69    76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e  | hape...If.the.given.shape.is,.e. | 
| 6c380 |  67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60    60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20  | g.,.``(m,.n,.k)``,.then......... | 
| 6c3a0 |  20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60    60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72  | ....``m.*.n.*.k``.samples.are.dr | 
| 6c3c0 |  61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73    20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75  | awn...If.size.is.``None``.(defau | 
| 6c3e0 |  6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20    20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20  | lt),.............a.single.value. | 
| 6c400 |  69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60    60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72  | is.returned.if.``a``.is.a.scalar | 
| 6c420 |  2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20    20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61  | ...Otherwise,.............``np.a | 
| 6c440 |  72 72 61 79 28 61 29 2e 73 69 7a 65 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | rray(a).size``.samples.are.drawn | 
| 6c460 |  2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72    6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ...........Returns.........----- | 
| 6c480 |  2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a    20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c  | --.........out.:.ndarray.or.scal | 
| 6c4a0 |  61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44    72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f  | ar.............Drawn.samples.fro | 
| 6c4c0 |  6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69    7a 65 64 20 57 65 69 62 75 6c 6c 20 64 69 73 74  | m.the.parameterized.Weibull.dist | 
| 6c4e0 |  72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20    20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20  | ribution...........See.Also..... | 
| 6c500 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73  | ....--------.........scipy.stats | 
| 6c520 |  2e 77 65 69 62 75 6c 6c 5f 6d 61 78 0a 20 20 20    20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73  | .weibull_max.........scipy.stats | 
| 6c540 |  2e 77 65 69 62 75 6c 6c 5f 6d 69 6e 0a 20 20 20    20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73  | .weibull_min.........scipy.stats | 
| 6c560 |  2e 67 65 6e 65 78 74 72 65 6d 65 0a 20 20 20 20    20 20 20 20 67 75 6d 62 65 6c 0a 20 20 20 20 20  | .genextreme.........gumbel...... | 
| 6c580 |  20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61    74 6f 72 2e 77 65 69 62 75 6c 6c 3a 20 77 68 69  | ...random.Generator.weibull:.whi | 
| 6c5a0 |  63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65    64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a  | ch.should.be.used.for.new.code.. | 
| 6c5c0 |  0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20  | .........Notes.........-----.... | 
| 6c5e0 |  20 20 20 20 20 54 68 65 20 57 65 69 62 75 6c 6c    20 28 6f 72 20 54 79 70 65 20 49 49 49 20 61 73  | .....The.Weibull.(or.Type.III.as | 
| 6c600 |  79 6d 70 74 6f 74 69 63 20 65 78 74 72 65 6d 65    20 76 61 6c 75 65 20 64 69 73 74 72 69 62 75 74  | ymptotic.extreme.value.distribut | 
| 6c620 |  69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f 72 20    73 6d 61 6c 6c 65 73 74 20 76 61 6c 75 65 73 2c  | ion.........for.smallest.values, | 
| 6c640 |  20 53 45 56 20 54 79 70 65 20 49 49 49 2c 20 6f    72 20 52 6f 73 69 6e 2d 52 61 6d 6d 6c 65 72 0a  | .SEV.Type.III,.or.Rosin-Rammler. | 
| 6c660 |  20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75    74 69 6f 6e 29 20 69 73 20 6f 6e 65 20 6f 66 20  | ........distribution).is.one.of. | 
| 6c680 |  61 20 63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72    61 6c 69 7a 65 64 20 45 78 74 72 65 6d 65 20 56  | a.class.of.Generalized.Extreme.V | 
| 6c6a0 |  61 6c 75 65 0a 20 20 20 20 20 20 20 20 28 47 45    56 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73  | alue.........(GEV).distributions | 
| 6c6c0 |  20 75 73 65 64 20 69 6e 20 6d 6f 64 65 6c 69 6e    67 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20  | .used.in.modeling.extreme.value. | 
| 6c6e0 |  70 72 6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20    20 20 54 68 69 73 20 63 6c 61 73 73 20 69 6e 63  | problems..........This.class.inc | 
| 6c700 |  6c 75 64 65 73 20 74 68 65 20 47 75 6d 62 65 6c    20 61 6e 64 20 46 72 65 63 68 65 74 20 64 69 73  | ludes.the.Gumbel.and.Frechet.dis | 
| 6c720 |  74 72 69 62 75 74 69 6f 6e 73 2e 0a 0a 20 20 20    20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69  | tributions...........The.probabi | 
| 6c740 |  6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72    20 74 68 65 20 57 65 69 62 75 6c 6c 20 64 69 73  | lity.density.for.the.Weibull.dis | 
| 6c760 |  74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20    20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20  | tribution.is.............math::. | 
| 6c780 |  70 28 78 29 20 3d 20 5c 66 72 61 63 7b 61 7d 0a    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | p(x).=.\frac{a}................. | 
| 6c7a0 |  20 20 20 20 20 20 20 20 20 7b 5c 6c 61 6d 62 64    61 7d 28 5c 66 72 61 63 7b 78 7d 7b 5c 6c 61 6d  | .........{\lambda}(\frac{x}{\lam | 
| 6c7c0 |  62 64 61 7d 29 5e 7b 61 2d 31 7d 65 5e 7b 2d 28    78 2f 5c 6c 61 6d 62 64 61 29 5e 61 7d 2c 0a 0a  | bda})^{a-1}e^{-(x/\lambda)^a},.. | 
| 6c7e0 |  20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d    61 74 68 3a 60 61 60 20 69 73 20 74 68 65 20 73  | ........where.:math:`a`.is.the.s | 
| 6c800 |  68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60    5c 6c 61 6d 62 64 61 60 20 74 68 65 20 73 63 61  | hape.and.:math:`\lambda`.the.sca | 
| 6c820 |  6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65    20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 69 74  | le...........The.function.has.it | 
| 6c840 |  73 20 70 65 61 6b 20 28 74 68 65 20 6d 6f 64 65    29 20 61 74 0a 20 20 20 20 20 20 20 20 3a 6d 61  | s.peak.(the.mode).at.........:ma | 
| 6c860 |  74 68 3a 60 5c 6c 61 6d 62 64 61 28 5c 66 72 61    63 7b 61 2d 31 7d 7b 61 7d 29 5e 7b 31 2f 61 7d  | th:`\lambda(\frac{a-1}{a})^{1/a} | 
| 6c880 |  60 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e    20 60 60 61 20 3d 20 31 60 60 2c 20 74 68 65 20  | `...........When.``a.=.1``,.the. | 
| 6c8a0 |  57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75    74 69 6f 6e 20 72 65 64 75 63 65 73 20 74 6f 20  | Weibull.distribution.reduces.to. | 
| 6c8c0 |  74 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 0a    20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75  | the.exponential.........distribu | 
| 6c8e0 |  74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52    65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20  | tion...........References....... | 
| 6c900 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 61 6c 6f  | ..----------............[1].Walo | 
| 6c920 |  64 64 69 20 57 65 69 62 75 6c 6c 2c 20 52 6f 79    61 6c 20 54 65 63 68 6e 69 63 61 6c 20 55 6e 69  | ddi.Weibull,.Royal.Technical.Uni | 
| 6c940 |  76 65 72 73 69 74 79 2c 20 53 74 6f 63 6b 68 6f    6c 6d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20  | versity,.Stockholm,............. | 
| 6c960 |  20 20 20 31 39 33 39 20 22 41 20 53 74 61 74 69    73 74 69 63 61 6c 20 54 68 65 6f 72 79 20 4f 66  | ...1939."A.Statistical.Theory.Of | 
| 6c980 |  20 54 68 65 20 53 74 72 65 6e 67 74 68 20 4f 66    20 4d 61 74 65 72 69 61 6c 73 22 2c 0a 20 20 20  | .The.Strength.Of.Materials",.... | 
| 6c9a0 |  20 20 20 20 20 20 20 20 20 20 20 20 49 6e 67 65    6e 69 6f 72 73 76 65 74 65 6e 73 6b 61 70 73 61  | ............Ingeniorsvetenskapsa | 
| 6c9c0 |  6b 61 64 65 6d 69 65 6e 73 20 48 61 6e 64 6c 69    6e 67 61 72 20 4e 72 20 31 35 31 2c 20 31 39 33  | kademiens.Handlingar.Nr.151,.193 | 
| 6c9e0 |  39 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 47 65 6e 65 72 61 6c 73 74 61 62 65 6e 73  | 9,................Generalstabens | 
| 6ca00 |  20 4c 69 74 6f 67 72 61 66 69 73 6b 61 20 41 6e    73 74 61 6c 74 73 20 46 6f 72 6c 61 67 2c 20 53  | .Litografiska.Anstalts.Forlag,.S | 
| 6ca20 |  74 6f 63 6b 68 6f 6c 6d 2e 0a 20 20 20 20 20 20    20 20 2e 2e 20 5b 32 5d 20 57 61 6c 6f 64 64 69  | tockholm.............[2].Waloddi | 
| 6ca40 |  20 57 65 69 62 75 6c 6c 2c 20 22 41 20 53 74 61    74 69 73 74 69 63 61 6c 20 44 69 73 74 72 69 62  | .Weibull,."A.Statistical.Distrib | 
| 6ca60 |  75 74 69 6f 6e 20 46 75 6e 63 74 69 6f 6e 20 6f    66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | ution.Function.of............... | 
| 6ca80 |  20 57 69 64 65 20 41 70 70 6c 69 63 61 62 69 6c    69 74 79 22 2c 20 4a 6f 75 72 6e 61 6c 20 4f 66  | .Wide.Applicability",.Journal.Of | 
| 6caa0 |  20 41 70 70 6c 69 65 64 20 4d 65 63 68 61 6e 69    63 73 20 41 53 4d 45 20 50 61 70 65 72 0a 20 20  | .Applied.Mechanics.ASME.Paper... | 
| 6cac0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 35    31 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33  | .............1951.............[3 | 
| 6cae0 |  5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 57 65    69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69  | ].Wikipedia,."Weibull.distributi | 
| 6cb00 |  6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77  | on",................https://en.w | 
| 6cb20 |  69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b    69 2f 57 65 69 62 75 6c 6c 5f 64 69 73 74 72 69  | ikipedia.org/wiki/Weibull_distri | 
| 6cb40 |  62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20    45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20  | bution..........Examples........ | 
| 6cb60 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66  | .--------.........Draw.samples.f | 
| 6cb80 |  72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75    74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e  | rom.the.distribution:..........> | 
| 6cba0 |  3e 3e 20 61 20 3d 20 35 2e 20 23 20 73 68 61 70    65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20  | >>.a.=.5..#.shape.........>>>.s. | 
| 6cbc0 |  3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 77 65 69 62    75 6c 6c 28 61 2c 20 31 30 30 30 29 0a 0a 20 20  | =.np.random.weibull(a,.1000).... | 
| 6cbe0 |  20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68    65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74  | ......Display.the.histogram.of.t | 
| 6cc00 |  68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e    67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74  | he.samples,.along.with.........t | 
| 6cc20 |  68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64    65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a  | he.probability.density.function: | 
| 6cc40 |  0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d    70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e  | ..........>>>.import.matplotlib. | 
| 6cc60 |  70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70  | pyplot.as.plt.........>>>.x.=.np | 
| 6cc80 |  2e 61 72 61 6e 67 65 28 31 2c 31 30 30 2e 29 2f    35 30 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .arange(1,100.)/50..........>>>. | 
| 6cca0 |  64 65 66 20 77 65 69 62 28 78 2c 6e 2c 61 29 3a    0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20  | def.weib(x,n,a):................ | 
| 6ccc0 |  20 72 65 74 75 72 6e 20 28 61 20 2f 20 6e 29 20    2a 20 28 78 20 2f 20 6e 29 2a 2a 28 61 20 2d 20  | .return.(a./.n).*.(x./.n)**(a.-. | 
| 6cce0 |  31 29 20 2a 20 6e 70 2e 65 78 70 28 2d 28 78 20    2f 20 6e 29 2a 2a 61 29 0a 0a 20 20 20 20 20 20  | 1).*.np.exp(-(x./.n)**a)........ | 
| 6cd00 |  20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e    73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74  | ..>>>.count,.bins,.ignored.=.plt | 
| 6cd20 |  2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e    77 65 69 62 75 6c 6c 28 35 2e 2c 31 30 30 30 29  | .hist(np.random.weibull(5.,1000) | 
| 6cd40 |  29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20    3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 31 30  | ).........>>>.x.=.np.arange(1,10 | 
| 6cd60 |  30 2e 29 2f 35 30 2e 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 73 63 61 6c 65 20 3d 20 63 6f 75 6e  | 0.)/50..........>>>.scale.=.coun | 
| 6cd80 |  74 2e 6d 61 78 28 29 2f 77 65 69 62 28 78 2c 20    31 2e 2c 20 35 2e 29 2e 6d 61 78 28 29 0a 20 20  | t.max()/weib(x,.1.,.5.).max()... | 
| 6cda0 |  20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c    6f 74 28 78 2c 20 77 65 69 62 28 78 2c 20 31 2e  | ......>>>.plt.plot(x,.weib(x,.1. | 
| 6cdc0 |  2c 20 35 2e 29 2a 73 63 61 6c 65 29 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f  | ,.5.)*scale).........>>>.plt.sho | 
| 6cde0 |  77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | w()............................. | 
| 6ce00 |  0a 20 20 20 20 20 20 20 20 70 61 72 65 74 6f 28    61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20  | .........pareto(a,.size=None)... | 
| 6ce20 |  20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70    6c 65 73 20 66 72 6f 6d 20 61 20 50 61 72 65 74  | .......Draw.samples.from.a.Paret | 
| 6ce40 |  6f 20 49 49 20 6f 72 20 4c 6f 6d 61 78 20 64 69    73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 0a  | o.II.or.Lomax.distribution.with. | 
| 6ce60 |  20 20 20 20 20 20 20 20 73 70 65 63 69 66 69 65    64 20 73 68 61 70 65 2e 0a 0a 20 20 20 20 20 20  | ........specified.shape......... | 
| 6ce80 |  20 20 54 68 65 20 4c 6f 6d 61 78 20 6f 72 20 50    61 72 65 74 6f 20 49 49 20 64 69 73 74 72 69 62  | ..The.Lomax.or.Pareto.II.distrib | 
| 6cea0 |  75 74 69 6f 6e 20 69 73 20 61 20 73 68 69 66 74    65 64 20 50 61 72 65 74 6f 0a 20 20 20 20 20 20  | ution.is.a.shifted.Pareto....... | 
| 6cec0 |  20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20    54 68 65 20 63 6c 61 73 73 69 63 61 6c 20 50 61  | ..distribution..The.classical.Pa | 
| 6cee0 |  72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 63 61 6e 20 62 65 0a 20 20 20 20 20 20 20  | reto.distribution.can.be........ | 
| 6cf00 |  20 6f 62 74 61 69 6e 65 64 20 66 72 6f 6d 20 74    68 65 20 4c 6f 6d 61 78 20 64 69 73 74 72 69 62  | .obtained.from.the.Lomax.distrib | 
| 6cf20 |  75 74 69 6f 6e 20 62 79 20 61 64 64 69 6e 67 20    31 20 61 6e 64 0a 20 20 20 20 20 20 20 20 6d 75  | ution.by.adding.1.and.........mu | 
| 6cf40 |  6c 74 69 70 6c 79 69 6e 67 20 62 79 20 74 68 65    20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72  | ltiplying.by.the.scale.parameter | 
| 6cf60 |  20 60 60 6d 60 60 20 28 73 65 65 20 4e 6f 74 65    73 29 2e 20 20 54 68 65 0a 20 20 20 20 20 20 20  | .``m``.(see.Notes)...The........ | 
| 6cf80 |  20 73 6d 61 6c 6c 65 73 74 20 76 61 6c 75 65 20    6f 66 20 74 68 65 20 4c 6f 6d 61 78 20 64 69 73  | .smallest.value.of.the.Lomax.dis | 
| 6cfa0 |  74 72 69 62 75 74 69 6f 6e 20 69 73 20 7a 65 72    6f 20 77 68 69 6c 65 20 66 6f 72 20 74 68 65 0a  | tribution.is.zero.while.for.the. | 
| 6cfc0 |  20 20 20 20 20 20 20 20 63 6c 61 73 73 69 63 61    6c 20 50 61 72 65 74 6f 20 64 69 73 74 72 69 62  | ........classical.Pareto.distrib | 
| 6cfe0 |  75 74 69 6f 6e 20 69 74 20 69 73 20 60 60 6d 75    60 60 2c 20 77 68 65 72 65 20 74 68 65 20 73 74  | ution.it.is.``mu``,.where.the.st | 
| 6d000 |  61 6e 64 61 72 64 0a 20 20 20 20 20 20 20 20 50    61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69  | andard.........Pareto.distributi | 
| 6d020 |  6f 6e 20 68 61 73 20 6c 6f 63 61 74 69 6f 6e 20    60 60 6d 75 20 3d 20 31 60 60 2e 20 20 4c 6f 6d  | on.has.location.``mu.=.1``...Lom | 
| 6d040 |  61 78 20 63 61 6e 20 61 6c 73 6f 0a 20 20 20 20    20 20 20 20 62 65 20 63 6f 6e 73 69 64 65 72 65  | ax.can.also.........be.considere | 
| 6d060 |  64 20 61 73 20 61 20 73 69 6d 70 6c 69 66 69 65    64 20 76 65 72 73 69 6f 6e 20 6f 66 20 74 68 65  | d.as.a.simplified.version.of.the | 
| 6d080 |  20 47 65 6e 65 72 61 6c 69 7a 65 64 0a 20 20 20    20 20 20 20 20 50 61 72 65 74 6f 20 64 69 73 74  | .Generalized.........Pareto.dist | 
| 6d0a0 |  72 69 62 75 74 69 6f 6e 20 28 61 76 61 69 6c 61    62 6c 65 20 69 6e 20 53 63 69 50 79 29 2c 20 77  | ribution.(available.in.SciPy),.w | 
| 6d0c0 |  69 74 68 20 74 68 65 20 73 63 61 6c 65 20 73 65    74 0a 20 20 20 20 20 20 20 20 74 6f 20 6f 6e 65  | ith.the.scale.set.........to.one | 
| 6d0e0 |  20 61 6e 64 20 74 68 65 20 6c 6f 63 61 74 69 6f    6e 20 73 65 74 20 74 6f 20 7a 65 72 6f 2e 0a 0a  | .and.the.location.set.to.zero... | 
| 6d100 |  20 20 20 20 20 20 20 20 54 68 65 20 50 61 72 65    74 6f 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20  | ........The.Pareto.distribution. | 
| 6d120 |  6d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20    74 68 61 6e 20 7a 65 72 6f 2c 20 61 6e 64 20 69  | must.be.greater.than.zero,.and.i | 
| 6d140 |  73 0a 20 20 20 20 20 20 20 20 75 6e 62 6f 75 6e    64 65 64 20 61 62 6f 76 65 2e 20 20 49 74 20 69  | s.........unbounded.above...It.i | 
| 6d160 |  73 20 61 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20    74 68 65 20 22 38 30 2d 32 30 20 72 75 6c 65 22  | s.also.known.as.the."80-20.rule" | 
| 6d180 |  2e 20 20 49 6e 0a 20 20 20 20 20 20 20 20 74 68    69 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c  | ...In.........this.distribution, | 
| 6d1a0 |  20 38 30 20 70 65 72 63 65 6e 74 20 6f 66 20 74    68 65 20 77 65 69 67 68 74 73 20 61 72 65 20 69  | .80.percent.of.the.weights.are.i | 
| 6d1c0 |  6e 20 74 68 65 20 6c 6f 77 65 73 74 0a 20 20 20    20 20 20 20 20 32 30 20 70 65 72 63 65 6e 74 20  | n.the.lowest.........20.percent. | 
| 6d1e0 |  6f 66 20 74 68 65 20 72 61 6e 67 65 2c 20 77 68    69 6c 65 20 74 68 65 20 6f 74 68 65 72 20 32 30  | of.the.range,.while.the.other.20 | 
| 6d200 |  20 70 65 72 63 65 6e 74 20 66 69 6c 6c 20 74 68    65 0a 20 20 20 20 20 20 20 20 72 65 6d 61 69 6e  | .percent.fill.the.........remain | 
| 6d220 |  69 6e 67 20 38 30 20 70 65 72 63 65 6e 74 20 6f    66 20 74 68 65 20 72 61 6e 67 65 2e 0a 0a 20 20  | ing.80.percent.of.the.range..... | 
| 6d240 |  20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a    20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20  | .........note::.............New. | 
| 6d260 |  63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20    74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64  | code.should.use.the.`~numpy.rand | 
| 6d280 |  6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 70 61 72    65 74 6f 60 0a 20 20 20 20 20 20 20 20 20 20 20  | om.Generator.pareto`............ | 
| 6d2a0 |  20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e    75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65  | .method.of.a.`~numpy.random.Gene | 
| 6d2c0 |  72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20    69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20  | rator`.instance.instead;........ | 
| 6d2e0 |  20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20    74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d  | .....please.see.the.:ref:`random | 
| 6d300 |  2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a    20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65  | -quick-start`...........Paramete | 
| 6d320 |  72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20  | rs.........----------.........a. | 
| 6d340 |  3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79    5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a  | :.float.or.array_like.of.floats. | 
| 6d360 |  20 20 20 20 20 20 20 20 20 20 20 20 53 68 61 70    65 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62  | ............Shape.of.the.distrib | 
| 6d380 |  75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 20 70    6f 73 69 74 69 76 65 2e 0a 20 20 20 20 20 20 20  | ution..Must.be.positive......... | 
| 6d3a0 |  20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74    75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70  | .size.:.int.or.tuple.of.ints,.op | 
| 6d3c0 |  74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20    20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e  | tional.............Output.shape. | 
| 6d3e0 |  20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73    68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60  | ..If.the.given.shape.is,.e.g.,.` | 
| 6d400 |  60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68    65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60  | `(m,.n,.k)``,.then.............` | 
| 6d420 |  60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d    70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20  | `m.*.n.*.k``.samples.are.drawn.. | 
| 6d440 |  20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f    6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a  | .If.size.is.``None``.(default),. | 
| 6d460 |  20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69    6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65  | ............a.single.value.is.re | 
| 6d480 |  74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20    69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74  | turned.if.``a``.is.a.scalar...Ot | 
| 6d4a0 |  68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20    20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28  | herwise,.............``np.array( | 
| 6d4c0 |  61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65    73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20  | a).size``.samples.are.drawn..... | 
| 6d4e0 |  20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20  | ......Returns.........-------... | 
| 6d500 |  20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72    72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20  | ......out.:.ndarray.or.scalar... | 
| 6d520 |  20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65  | ..........Drawn.samples.from.the | 
| 6d540 |  20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 50    61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69  | .parameterized.Pareto.distributi | 
| 6d560 |  6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65    20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d  | on...........See.Also.........-- | 
| 6d580 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73    63 69 70 79 2e 73 74 61 74 73 2e 6c 6f 6d 61 78  | ------.........scipy.stats.lomax | 
| 6d5a0 |  20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64    65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c  | .:.probability.density.function, | 
| 6d5c0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72    0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d  | .distribution.or.............cum | 
| 6d5e0 |  75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20    66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20  | ulative.density.function,.etc... | 
| 6d600 |  20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61    74 73 2e 67 65 6e 70 61 72 65 74 6f 20 3a 20 70  | .......scipy.stats.genpareto.:.p | 
| 6d620 |  72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69    74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73  | robability.density.function,.dis | 
| 6d640 |  74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20    20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74  | tribution.or.............cumulat | 
| 6d660 |  69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63    74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20  | ive.density.function,.etc....... | 
| 6d680 |  20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61    74 6f 72 2e 70 61 72 65 74 6f 3a 20 77 68 69 63  | ...random.Generator.pareto:.whic | 
| 6d6a0 |  68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64    20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a  | h.should.be.used.for.new.code... | 
| 6d6c0 |  20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20  | ........Notes.........-----..... | 
| 6d6e0 |  20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c    69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20  | ....The.probability.density.for. | 
| 6d700 |  74 68 65 20 50 61 72 65 74 6f 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20  | the.Pareto.distribution.is...... | 
| 6d720 |  20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28    78 29 20 3d 20 5c 66 72 61 63 7b 61 6d 5e 61 7d  | .......math::.p(x).=.\frac{am^a} | 
| 6d740 |  7b 78 5e 7b 61 2b 31 7d 7d 0a 0a 20 20 20 20 20    20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60  | {x^{a+1}}..........where.:math:` | 
| 6d760 |  61 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20    61 6e 64 20 3a 6d 61 74 68 3a 60 6d 60 20 74 68  | a`.is.the.shape.and.:math:`m`.th | 
| 6d780 |  65 20 73 63 61 6c 65 2e 0a 0a 20 20 20 20 20 20    20 20 54 68 65 20 50 61 72 65 74 6f 20 64 69 73  | e.scale...........The.Pareto.dis | 
| 6d7a0 |  74 72 69 62 75 74 69 6f 6e 2c 20 6e 61 6d 65 64    20 61 66 74 65 72 20 74 68 65 20 49 74 61 6c 69  | tribution,.named.after.the.Itali | 
| 6d7c0 |  61 6e 20 65 63 6f 6e 6f 6d 69 73 74 0a 20 20 20    20 20 20 20 20 56 69 6c 66 72 65 64 6f 20 50 61  | an.economist.........Vilfredo.Pa | 
| 6d7e0 |  72 65 74 6f 2c 20 69 73 20 61 20 70 6f 77 65 72    20 6c 61 77 20 70 72 6f 62 61 62 69 6c 69 74 79  | reto,.is.a.power.law.probability | 
| 6d800 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20    20 20 20 20 20 20 75 73 65 66 75 6c 20 69 6e 20  | .distribution.........useful.in. | 
| 6d820 |  6d 61 6e 79 20 72 65 61 6c 20 77 6f 72 6c 64 20    70 72 6f 62 6c 65 6d 73 2e 20 20 4f 75 74 73 69  | many.real.world.problems...Outsi | 
| 6d840 |  64 65 20 74 68 65 20 66 69 65 6c 64 20 6f 66 0a    20 20 20 20 20 20 20 20 65 63 6f 6e 6f 6d 69 63  | de.the.field.of.........economic | 
| 6d860 |  73 20 69 74 20 69 73 20 67 65 6e 65 72 61 6c 6c    79 20 72 65 66 65 72 72 65 64 20 74 6f 20 61 73  | s.it.is.generally.referred.to.as | 
| 6d880 |  20 74 68 65 20 42 72 61 64 66 6f 72 64 0a 20 20    20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69  | .the.Bradford.........distributi | 
| 6d8a0 |  6f 6e 2e 20 50 61 72 65 74 6f 20 64 65 76 65 6c    6f 70 65 64 20 74 68 65 20 64 69 73 74 72 69 62  | on..Pareto.developed.the.distrib | 
| 6d8c0 |  75 74 69 6f 6e 20 74 6f 20 64 65 73 63 72 69 62    65 0a 20 20 20 20 20 20 20 20 74 68 65 20 64 69  | ution.to.describe.........the.di | 
| 6d8e0 |  73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 77 65    61 6c 74 68 20 69 6e 20 61 6e 20 65 63 6f 6e 6f  | stribution.of.wealth.in.an.econo | 
| 6d900 |  6d 79 2e 20 20 49 74 20 68 61 73 20 61 6c 73 6f    20 66 6f 75 6e 64 0a 20 20 20 20 20 20 20 20 75  | my...It.has.also.found.........u | 
| 6d920 |  73 65 20 69 6e 20 69 6e 73 75 72 61 6e 63 65 2c    20 77 65 62 20 70 61 67 65 20 61 63 63 65 73 73  | se.in.insurance,.web.page.access | 
| 6d940 |  20 73 74 61 74 69 73 74 69 63 73 2c 20 6f 69 6c    20 66 69 65 6c 64 20 73 69 7a 65 73 2c 0a 20 20  | .statistics,.oil.field.sizes,... | 
| 6d960 |  20 20 20 20 20 20 61 6e 64 20 6d 61 6e 79 20 6f    74 68 65 72 20 70 72 6f 62 6c 65 6d 73 2c 20 69  | ......and.many.other.problems,.i | 
| 6d980 |  6e 63 6c 75 64 69 6e 67 20 74 68 65 20 64 6f 77    6e 6c 6f 61 64 20 66 72 65 71 75 65 6e 63 79 20  | ncluding.the.download.frequency. | 
| 6d9a0 |  66 6f 72 0a 20 20 20 20 20 20 20 20 70 72 6f 6a    65 63 74 73 20 69 6e 20 53 6f 75 72 63 65 66 6f  | for.........projects.in.Sourcefo | 
| 6d9c0 |  72 67 65 20 5b 31 5d 5f 2e 20 20 49 74 20 69 73    20 6f 6e 65 20 6f 66 20 74 68 65 20 73 6f 2d 63  | rge.[1]_...It.is.one.of.the.so-c | 
| 6d9e0 |  61 6c 6c 65 64 0a 20 20 20 20 20 20 20 20 22 66    61 74 2d 74 61 69 6c 65 64 22 20 64 69 73 74 72  | alled........."fat-tailed".distr | 
| 6da00 |  69 62 75 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20    20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20  | ibutions...........References... | 
| 6da20 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20  | ......----------............[1]. | 
| 6da40 |  46 72 61 6e 63 69 73 20 48 75 6e 74 20 61 6e 64    20 50 61 75 6c 20 4a 6f 68 6e 73 6f 6e 2c 20 4f  | Francis.Hunt.and.Paul.Johnson,.O | 
| 6da60 |  6e 20 74 68 65 20 50 61 72 65 74 6f 20 44 69 73    74 72 69 62 75 74 69 6f 6e 20 6f 66 0a 20 20 20  | n.the.Pareto.Distribution.of.... | 
| 6da80 |  20 20 20 20 20 20 20 20 20 20 20 20 53 6f 75 72    63 65 66 6f 72 67 65 20 70 72 6f 6a 65 63 74 73  | ............Sourceforge.projects | 
| 6daa0 |  2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d    20 50 61 72 65 74 6f 2c 20 56 2e 20 28 31 38 39  | .............[2].Pareto,.V..(189 | 
| 6dac0 |  36 29 2e 20 43 6f 75 72 73 65 20 6f 66 20 50 6f    6c 69 74 69 63 61 6c 20 45 63 6f 6e 6f 6d 79 2e  | 6)..Course.of.Political.Economy. | 
| 6dae0 |  20 4c 61 75 73 61 6e 6e 65 2e 0a 20 20 20 20 20    20 20 20 2e 2e 20 5b 33 5d 20 52 65 69 73 73 2c  | .Lausanne.............[3].Reiss, | 
| 6db00 |  20 52 2e 44 2e 2c 20 54 68 6f 6d 61 73 2c 20 4d    2e 28 32 30 30 31 29 2c 20 53 74 61 74 69 73 74  | .R.D.,.Thomas,.M.(2001),.Statist | 
| 6db20 |  69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66    20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20  | ical.Analysis.of.Extreme........ | 
| 6db40 |  20 20 20 20 20 20 20 20 56 61 6c 75 65 73 2c 20    42 69 72 6b 68 61 75 73 65 72 20 56 65 72 6c 61  | ........Values,.Birkhauser.Verla | 
| 6db60 |  67 2c 20 42 61 73 65 6c 2c 20 70 70 20 32 33 2d    33 30 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b  | g,.Basel,.pp.23-30.............[ | 
| 6db80 |  34 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 50    61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69  | 4].Wikipedia,."Pareto.distributi | 
| 6dba0 |  6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77  | on",................https://en.w | 
| 6dbc0 |  69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b    69 2f 50 61 72 65 74 6f 5f 64 69 73 74 72 69 62  | ikipedia.org/wiki/Pareto_distrib | 
| 6dbe0 |  75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45    78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20  | ution..........Examples......... | 
| 6dc00 |  2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72  | --------.........Draw.samples.fr | 
| 6dc20 |  6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74    69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e  | om.the.distribution:..........>> | 
| 6dc40 |  3e 20 61 2c 20 6d 20 3d 20 33 2e 2c 20 32 2e 20    20 23 20 73 68 61 70 65 20 61 6e 64 20 6d 6f 64  | >.a,.m.=.3.,.2...#.shape.and.mod | 
| 6dc60 |  65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20    3d 20 28 6e 70 2e 72 61 6e 64 6f 6d 2e 70 61 72  | e.........>>>.s.=.(np.random.par | 
| 6dc80 |  65 74 6f 28 61 2c 20 31 30 30 30 29 20 2b 20 31    29 20 2a 20 6d 0a 0a 20 20 20 20 20 20 20 20 44  | eto(a,.1000).+.1).*.m..........D | 
| 6dca0 |  69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f    67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70  | isplay.the.histogram.of.the.samp | 
| 6dcc0 |  6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 20    74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 0a  | les,.along.with.the.probability. | 
| 6dce0 |  20 20 20 20 20 20 20 20 64 65 6e 73 69 74 79 20    66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20  | ........density.function:....... | 
| 6dd00 |  20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61    74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20  | ...>>>.import.matplotlib.pyplot. | 
| 6dd20 |  61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20  | as.plt.........>>>.count,.bins,. | 
| 6dd40 |  5f 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20    31 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75  | _.=.plt.hist(s,.100,.density=Tru | 
| 6dd60 |  65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66    69 74 20 3d 20 61 2a 6d 2a 2a 61 20 2f 20 62 69  | e).........>>>.fit.=.a*m**a./.bi | 
| 6dd80 |  6e 73 2a 2a 28 61 2b 31 29 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62  | ns**(a+1).........>>>.plt.plot(b | 
| 6dda0 |  69 6e 73 2c 20 6d 61 78 28 63 6f 75 6e 74 29 2a    66 69 74 2f 6d 61 78 28 66 69 74 29 2c 20 6c 69  | ins,.max(count)*fit/max(fit),.li | 
| 6ddc0 |  6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72    3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e  | newidth=2,.color='r').........>> | 
| 6dde0 |  3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20    20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00  | >.plt.show().................... | 
| 6de00 |  0a 20 20 20 20 20 20 20 20 76 6f 6e 6d 69 73 65    73 28 6d 75 2c 20 6b 61 70 70 61 2c 20 73 69 7a  | .........vonmises(mu,.kappa,.siz | 
| 6de20 |  65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20    20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72  | e=None)..........Draw.samples.fr | 
| 6de40 |  6f 6d 20 61 20 76 6f 6e 20 4d 69 73 65 73 20 64    69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20  | om.a.von.Mises.distribution..... | 
| 6de60 |  20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72    65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 76  | ......Samples.are.drawn.from.a.v | 
| 6de80 |  6f 6e 20 4d 69 73 65 73 20 64 69 73 74 72 69 62    75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69  | on.Mises.distribution.with.speci | 
| 6dea0 |  66 69 65 64 20 6d 6f 64 65 0a 20 20 20 20 20 20    20 20 28 6d 75 29 20 61 6e 64 20 64 69 73 70 65  | fied.mode.........(mu).and.dispe | 
| 6dec0 |  72 73 69 6f 6e 20 28 6b 61 70 70 61 29 2c 20 6f    6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b  | rsion.(kappa),.on.the.interval.[ | 
| 6dee0 |  2d 70 69 2c 20 70 69 5d 2e 0a 0a 20 20 20 20 20    20 20 20 54 68 65 20 76 6f 6e 20 4d 69 73 65 73  | -pi,.pi]...........The.von.Mises | 
| 6df00 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 61    6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65  | .distribution.(also.known.as.the | 
| 6df20 |  20 63 69 72 63 75 6c 61 72 20 6e 6f 72 6d 61 6c    0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62  | .circular.normal.........distrib | 
| 6df40 |  75 74 69 6f 6e 29 20 69 73 20 61 20 63 6f 6e 74    69 6e 75 6f 75 73 20 70 72 6f 62 61 62 69 6c 69  | ution).is.a.continuous.probabili | 
| 6df60 |  74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20    6f 6e 20 74 68 65 20 75 6e 69 74 0a 20 20 20 20  | ty.distribution.on.the.unit..... | 
| 6df80 |  20 20 20 20 63 69 72 63 6c 65 2e 20 20 49 74 20    6d 61 79 20 62 65 20 74 68 6f 75 67 68 74 20 6f  | ....circle...It.may.be.thought.o | 
| 6dfa0 |  66 20 61 73 20 74 68 65 20 63 69 72 63 75 6c 61    72 20 61 6e 61 6c 6f 67 75 65 20 6f 66 20 74 68  | f.as.the.circular.analogue.of.th | 
| 6dfc0 |  65 20 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20    20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a  | e.normal.........distribution... | 
| 6dfe0 |  20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a    3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65  | ...........note::.............Ne | 
| 6e000 |  77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73    65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61  | w.code.should.use.the.`~numpy.ra | 
| 6e020 |  6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 76    6f 6e 6d 69 73 65 73 60 0a 20 20 20 20 20 20 20  | ndom.Generator.vonmises`........ | 
| 6e040 |  20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61    20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e  | .....method.of.a.`~numpy.random. | 
| 6e060 |  47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61    6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20  | Generator`.instance.instead;.... | 
| 6e080 |  20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20    73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61  | .........please.see.the.:ref:`ra | 
| 6e0a0 |  6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74    60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61  | ndom-quick-start`...........Para | 
| 6e0c0 |  6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d    2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | meters.........----------....... | 
| 6e0e0 |  20 20 6d 75 20 3a 20 66 6c 6f 61 74 20 6f 72 20    61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c  | ..mu.:.float.or.array_like.of.fl | 
| 6e100 |  6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20    20 4d 6f 64 65 20 28 22 63 65 6e 74 65 72 22 29  | oats.............Mode.("center") | 
| 6e120 |  20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75    74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 6b 61  | .of.the.distribution..........ka | 
| 6e140 |  70 70 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61    72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f  | ppa.:.float.or.array_like.of.flo | 
| 6e160 |  61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20    44 69 73 70 65 72 73 69 6f 6e 20 6f 66 20 74 68  | ats.............Dispersion.of.th | 
| 6e180 |  65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20    68 61 73 20 74 6f 20 62 65 20 3e 3d 30 2e 0a 20  | e.distribution,.has.to.be.>=0... | 
| 6e1a0 |  20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e    74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e  | .......size.:.int.or.tuple.of.in | 
| 6e1c0 |  74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20    20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20  | ts,.optional.............Output. | 
| 6e1e0 |  73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67    69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65  | shape...If.the.given.shape.is,.e | 
| 6e200 |  2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29    60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20  | .g.,.``(m,.n,.k)``,.then........ | 
| 6e220 |  20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b    60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64  | .....``m.*.n.*.k``.samples.are.d | 
| 6e240 |  72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69    73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61  | rawn...If.size.is.``None``.(defa | 
| 6e260 |  75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20    20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65  | ult),.............a.single.value | 
| 6e280 |  20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20    60 60 6d 75 60 60 20 61 6e 64 20 60 60 6b 61 70  | .is.returned.if.``mu``.and.``kap | 
| 6e2a0 |  70 61 60 60 20 61 72 65 20 62 6f 74 68 20 73 63    61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20  | pa``.are.both.scalars........... | 
| 6e2c0 |  20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60    6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6d 75 2c  | ...Otherwise,.``np.broadcast(mu, | 
| 6e2e0 |  20 6b 61 70 70 61 29 2e 73 69 7a 65 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | .kappa).size``.samples.are.drawn | 
| 6e300 |  2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72    6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ...........Returns.........----- | 
| 6e320 |  2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a    20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c  | --.........out.:.ndarray.or.scal | 
| 6e340 |  61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44    72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f  | ar.............Drawn.samples.fro | 
| 6e360 |  6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69    7a 65 64 20 76 6f 6e 20 4d 69 73 65 73 20 64 69  | m.the.parameterized.von.Mises.di | 
| 6e380 |  73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20    20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20  | stribution...........See.Also... | 
| 6e3a0 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61  | ......--------.........scipy.sta | 
| 6e3c0 |  74 73 2e 76 6f 6e 6d 69 73 65 73 20 3a 20 70 72    6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74  | ts.vonmises.:.probability.densit | 
| 6e3e0 |  79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74    72 69 62 75 74 69 6f 6e 2c 20 6f 72 0a 20 20 20  | y.function,.distribution,.or.... | 
| 6e400 |  20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74    69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63  | .........cumulative.density.func | 
| 6e420 |  74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20    20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | tion,.etc..........random.Genera | 
| 6e440 |  74 6f 72 2e 76 6f 6e 6d 69 73 65 73 3a 20 77 68    69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73  | tor.vonmises:.which.should.be.us | 
| 6e460 |  65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e    0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a  | ed.for.new.code...........Notes. | 
| 6e480 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62  | ........-----.........The.probab | 
| 6e4a0 |  69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f    72 20 74 68 65 20 76 6f 6e 20 4d 69 73 65 73 20  | ility.density.for.the.von.Mises. | 
| 6e4c0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a    0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68  | distribution.is.............math | 
| 6e4e0 |  3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b    65 5e 7b 5c 6b 61 70 70 61 20 63 6f 73 28 78 2d  | ::.p(x).=.\frac{e^{\kappa.cos(x- | 
| 6e500 |  5c 6d 75 29 7d 7d 7b 32 5c 70 69 20 49 5f 30 28    5c 6b 61 70 70 61 29 7d 2c 0a 0a 20 20 20 20 20  | \mu)}}{2\pi.I_0(\kappa)},....... | 
| 6e520 |  20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60    5c 6d 75 60 20 69 73 20 74 68 65 20 6d 6f 64 65  | ...where.:math:`\mu`.is.the.mode | 
| 6e540 |  20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 6b 61 70    70 61 60 20 74 68 65 20 64 69 73 70 65 72 73 69  | .and.:math:`\kappa`.the.dispersi | 
| 6e560 |  6f 6e 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20    3a 6d 61 74 68 3a 60 49 5f 30 28 5c 6b 61 70 70  | on,.........and.:math:`I_0(\kapp | 
| 6e580 |  61 29 60 20 69 73 20 74 68 65 20 6d 6f 64 69 66    69 65 64 20 42 65 73 73 65 6c 20 66 75 6e 63 74  | a)`.is.the.modified.Bessel.funct | 
| 6e5a0 |  69 6f 6e 20 6f 66 20 6f 72 64 65 72 20 30 2e 0a    0a 20 20 20 20 20 20 20 20 54 68 65 20 76 6f 6e  | ion.of.order.0...........The.von | 
| 6e5c0 |  20 4d 69 73 65 73 20 69 73 20 6e 61 6d 65 64 20    66 6f 72 20 52 69 63 68 61 72 64 20 45 64 6c 65  | .Mises.is.named.for.Richard.Edle | 
| 6e5e0 |  72 20 76 6f 6e 20 4d 69 73 65 73 2c 20 77 68 6f    20 77 61 73 20 62 6f 72 6e 20 69 6e 0a 20 20 20  | r.von.Mises,.who.was.born.in.... | 
| 6e600 |  20 20 20 20 20 41 75 73 74 72 69 61 2d 48 75 6e    67 61 72 79 2c 20 69 6e 20 77 68 61 74 20 69 73  | .....Austria-Hungary,.in.what.is | 
| 6e620 |  20 6e 6f 77 20 74 68 65 20 55 6b 72 61 69 6e 65    2e 20 20 48 65 20 66 6c 65 64 20 74 6f 20 74 68  | .now.the.Ukraine...He.fled.to.th | 
| 6e640 |  65 20 55 6e 69 74 65 64 0a 20 20 20 20 20 20 20    20 53 74 61 74 65 73 20 69 6e 20 31 39 33 39 20  | e.United.........States.in.1939. | 
| 6e660 |  61 6e 64 20 62 65 63 61 6d 65 20 61 20 70 72 6f    66 65 73 73 6f 72 20 61 74 20 48 61 72 76 61 72  | and.became.a.professor.at.Harvar | 
| 6e680 |  64 2e 20 20 48 65 20 77 6f 72 6b 65 64 20 69 6e    0a 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69  | d...He.worked.in.........probabi | 
| 6e6a0 |  6c 69 74 79 20 74 68 65 6f 72 79 2c 20 61 65 72    6f 64 79 6e 61 6d 69 63 73 2c 20 66 6c 75 69 64  | lity.theory,.aerodynamics,.fluid | 
| 6e6c0 |  20 6d 65 63 68 61 6e 69 63 73 2c 20 61 6e 64 20    70 68 69 6c 6f 73 6f 70 68 79 20 6f 66 0a 20 20  | .mechanics,.and.philosophy.of... | 
| 6e6e0 |  20 20 20 20 20 20 73 63 69 65 6e 63 65 2e 0a 0a    20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63  | ......science...........Referenc | 
| 6e700 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e  | es.........----------........... | 
| 6e720 |  20 5b 31 5d 20 41 62 72 61 6d 6f 77 69 74 7a 2c    20 4d 2e 20 61 6e 64 20 53 74 65 67 75 6e 2c 20  | .[1].Abramowitz,.M..and.Stegun,. | 
| 6e740 |  49 2e 20 41 2e 20 28 45 64 73 2e 29 2e 20 22 48    61 6e 64 62 6f 6f 6b 20 6f 66 0a 20 20 20 20 20  | I..A..(Eds.).."Handbook.of...... | 
| 6e760 |  20 20 20 20 20 20 20 20 20 20 4d 61 74 68 65 6d    61 74 69 63 61 6c 20 46 75 6e 63 74 69 6f 6e 73  | ..........Mathematical.Functions | 
| 6e780 |  20 77 69 74 68 20 46 6f 72 6d 75 6c 61 73 2c 20    47 72 61 70 68 73 2c 20 61 6e 64 20 4d 61 74 68  | .with.Formulas,.Graphs,.and.Math | 
| 6e7a0 |  65 6d 61 74 69 63 61 6c 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 54 61 62 6c 65 73 2c 20  | ematical................Tables,. | 
| 6e7c0 |  39 74 68 20 70 72 69 6e 74 69 6e 67 2c 22 20 4e    65 77 20 59 6f 72 6b 3a 20 44 6f 76 65 72 2c 20  | 9th.printing,".New.York:.Dover,. | 
| 6e7e0 |  31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e    20 5b 32 5d 20 76 6f 6e 20 4d 69 73 65 73 2c 20  | 1972.............[2].von.Mises,. | 
| 6e800 |  52 2e 2c 20 22 4d 61 74 68 65 6d 61 74 69 63 61    6c 20 54 68 65 6f 72 79 20 6f 66 20 50 72 6f 62  | R.,."Mathematical.Theory.of.Prob | 
| 6e820 |  61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 61 6e 64 20 53 74 61 74 69  | ability................and.Stati | 
| 6e840 |  73 74 69 63 73 22 2c 20 4e 65 77 20 59 6f 72 6b    3a 20 41 63 61 64 65 6d 69 63 20 50 72 65 73 73  | stics",.New.York:.Academic.Press | 
| 6e860 |  2c 20 31 39 36 34 2e 0a 0a 20 20 20 20 20 20 20    20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20  | ,.1964...........Examples....... | 
| 6e880 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20  | ..--------.........Draw.samples. | 
| 6e8a0 |  66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62    75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20  | from.the.distribution:.......... | 
| 6e8c0 |  3e 3e 3e 20 6d 75 2c 20 6b 61 70 70 61 20 3d 20    30 2e 30 2c 20 34 2e 30 20 23 20 6d 65 61 6e 20  | >>>.mu,.kappa.=.0.0,.4.0.#.mean. | 
| 6e8e0 |  61 6e 64 20 64 69 73 70 65 72 73 69 6f 6e 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e  | and.dispersion.........>>>.s.=.n | 
| 6e900 |  70 2e 72 61 6e 64 6f 6d 2e 76 6f 6e 6d 69 73 65    73 28 6d 75 2c 20 6b 61 70 70 61 2c 20 31 30 30  | p.random.vonmises(mu,.kappa,.100 | 
| 6e920 |  30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70    6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61  | 0)..........Display.the.histogra | 
| 6e940 |  6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73    2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20  | m.of.the.samples,.along.with.... | 
| 6e960 |  20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69    6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e  | .....the.probability.density.fun | 
| 6e980 |  63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c  | ction:..........>>>.import.matpl | 
| 6e9a0 |  6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20    70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | otlib.pyplot.as.plt.........>>>. | 
| 6e9c0 |  66 72 6f 6d 20 73 63 69 70 79 2e 73 70 65 63 69    61 6c 20 69 6d 70 6f 72 74 20 69 30 20 20 23 20  | from.scipy.special.import.i0..#. | 
| 6e9e0 |  64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68  | doctest:.+SKIP.........>>>.plt.h | 
| 6ea00 |  69 73 74 28 73 2c 20 35 30 2c 20 64 65 6e 73 69    74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20  | ist(s,.50,.density=True)........ | 
| 6ea20 |  20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 6c 69 6e 73    70 61 63 65 28 2d 6e 70 2e 70 69 2c 20 6e 70 2e  | .>>>.x.=.np.linspace(-np.pi,.np. | 
| 6ea40 |  70 69 2c 20 6e 75 6d 3d 35 31 29 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 79 20 3d 20 6e 70 2e 65  | pi,.num=51).........>>>.y.=.np.e | 
| 6ea60 |  78 70 28 6b 61 70 70 61 2a 6e 70 2e 63 6f 73 28    78 2d 6d 75 29 29 2f 28 32 2a 6e 70 2e 70 69 2a  | xp(kappa*np.cos(x-mu))/(2*np.pi* | 
| 6ea80 |  69 30 28 6b 61 70 70 61 29 29 20 20 23 20 64 6f    63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20  | i0(kappa))..#.doctest:.+SKIP.... | 
| 6eaa0 |  20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f    74 28 78 2c 20 79 2c 20 6c 69 6e 65 77 69 64 74  | .....>>>.plt.plot(x,.y,.linewidt | 
| 6eac0 |  68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 20    20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49  | h=2,.color='r')..#.doctest:.+SKI | 
| 6eae0 |  50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c    74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20  | P.........>>>.plt.show()........ | 
| 6eb00 |  20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 6eb20 |  0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72    64 5f 74 28 64 66 2c 20 73 69 7a 65 3d 4e 6f 6e  | .........standard_t(df,.size=Non | 
| 6eb40 |  65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20  | e)..........Draw.samples.from.a. | 
| 6eb60 |  73 74 61 6e 64 61 72 64 20 53 74 75 64 65 6e 74    27 73 20 74 20 64 69 73 74 72 69 62 75 74 69 6f  | standard.Student's.t.distributio | 
| 6eb80 |  6e 20 77 69 74 68 20 60 64 66 60 20 64 65 67 72    65 65 73 0a 20 20 20 20 20 20 20 20 6f 66 20 66  | n.with.`df`.degrees.........of.f | 
| 6eba0 |  72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20    20 41 20 73 70 65 63 69 61 6c 20 63 61 73 65 20  | reedom...........A.special.case. | 
| 6ebc0 |  6f 66 20 74 68 65 20 68 79 70 65 72 62 6f 6c 69    63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20  | of.the.hyperbolic.distribution.. | 
| 6ebe0 |  20 41 73 20 60 64 66 60 20 67 65 74 73 0a 20 20    20 20 20 20 20 20 6c 61 72 67 65 2c 20 74 68 65  | .As.`df`.gets.........large,.the | 
| 6ec00 |  20 72 65 73 75 6c 74 20 72 65 73 65 6d 62 6c 65    73 20 74 68 61 74 20 6f 66 20 74 68 65 20 73 74  | .result.resembles.that.of.the.st | 
| 6ec20 |  61 6e 64 61 72 64 20 6e 6f 72 6d 61 6c 0a 20 20    20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69  | andard.normal.........distributi | 
| 6ec40 |  6f 6e 20 28 60 73 74 61 6e 64 61 72 64 5f 6e 6f    72 6d 61 6c 60 29 2e 0a 0a 20 20 20 20 20 20 20  | on.(`standard_normal`).......... | 
| 6ec60 |  20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20    20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20  | ....note::.............New.code. | 
| 6ec80 |  73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60    7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65  | should.use.the.`~numpy.random.Ge | 
| 6eca0 |  6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64    5f 74 60 0a 20 20 20 20 20 20 20 20 20 20 20 20  | nerator.standard_t`............. | 
| 6ecc0 |  6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | method.of.a.`~numpy.random.Gener | 
| 6ece0 |  61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69    6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20  | ator`.instance.instead;......... | 
| 6ed00 |  20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74    68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d  | ....please.see.the.:ref:`random- | 
| 6ed20 |  71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20    20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72  | quick-start`...........Parameter | 
| 6ed40 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 64 66 20  | s.........----------.........df. | 
| 6ed60 |  3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79    5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a  | :.float.or.array_like.of.floats. | 
| 6ed80 |  20 20 20 20 20 20 20 20 20 20 20 20 44 65 67 72    65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20  | ............Degrees.of.freedom,. | 
| 6eda0 |  6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20    20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20  | must.be.>.0..........size.:.int. | 
| 6edc0 |  6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73    2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20  | or.tuple.of.ints,.optional...... | 
| 6ede0 |  20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68    61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76  | .......Output.shape...If.the.giv | 
| 6ee00 |  65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67    2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60  | en.shape.is,.e.g.,.``(m,.n,.k)`` | 
| 6ee20 |  2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20    20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60  | ,.then.............``m.*.n.*.k`` | 
| 6ee40 |  20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61    77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20  | .samples.are.drawn...If.size.is. | 
| 6ee60 |  60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c    74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20  | ``None``.(default),............. | 
| 6ee80 |  61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69    73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60  | a.single.value.is.returned.if.`` | 
| 6eea0 |  64 66 60 60 20 69 73 20 61 20 73 63 61 6c 61 72    2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20  | df``.is.a.scalar...Otherwise,... | 
| 6eec0 |  20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61    72 72 61 79 28 64 66 29 2e 73 69 7a 65 60 60 20  | ..........``np.array(df).size``. | 
| 6eee0 |  73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75  | samples.are.drawn...........Retu | 
| 6ef00 |  72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20  | rns.........-------.........out. | 
| 6ef20 |  3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61    6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20  | :.ndarray.or.scalar............. | 
| 6ef40 |  44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72    6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72  | Drawn.samples.from.the.parameter | 
| 6ef60 |  69 7a 65 64 20 73 74 61 6e 64 61 72 64 20 53 74    75 64 65 6e 74 27 73 20 74 20 64 69 73 74 72 69  | ized.standard.Student's.t.distri | 
| 6ef80 |  62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20    20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20  | bution...........See.Also....... | 
| 6efa0 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | ..--------.........random.Genera | 
| 6efc0 |  74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 74 3a 20    77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20  | tor.standard_t:.which.should.be. | 
| 6efe0 |  75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64    65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65  | used.for.new.code...........Note | 
| 6f000 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62  | s.........-----.........The.prob | 
| 6f020 |  61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20    66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65  | ability.density.function.for.the | 
| 6f040 |  20 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20    69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d  | .t.distribution.is.............m | 
| 6f060 |  61 74 68 3a 3a 20 50 28 78 2c 20 64 66 29 20 3d    20 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 5c 66  | ath::.P(x,.df).=.\frac{\Gamma(\f | 
| 6f080 |  72 61 63 7b 64 66 2b 31 7d 7b 32 7d 29 7d 7b 5c    73 71 72 74 7b 5c 70 69 20 64 66 7d 0a 20 20 20  | rac{df+1}{2})}{\sqrt{\pi.df}.... | 
| 6f0a0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c    47 61 6d 6d 61 28 5c 66 72 61 63 7b 64 66 7d 7b  | ...............\Gamma(\frac{df}{ | 
| 6f0c0 |  32 7d 29 7d 5c 42 69 67 6c 28 20 31 2b 5c 66 72    61 63 7b 78 5e 32 7d 7b 64 66 7d 20 5c 42 69 67  | 2})}\Bigl(.1+\frac{x^2}{df}.\Big | 
| 6f0e0 |  72 29 5e 7b 2d 28 64 66 2b 31 29 2f 32 7d 0a 0a    20 20 20 20 20 20 20 20 54 68 65 20 74 20 74 65  | r)^{-(df+1)/2}..........The.t.te | 
| 6f100 |  73 74 20 69 73 20 62 61 73 65 64 20 6f 6e 20 61    6e 20 61 73 73 75 6d 70 74 69 6f 6e 20 74 68 61  | st.is.based.on.an.assumption.tha | 
| 6f120 |  74 20 74 68 65 20 64 61 74 61 20 63 6f 6d 65 20    66 72 6f 6d 20 61 0a 20 20 20 20 20 20 20 20 4e  | t.the.data.come.from.a.........N | 
| 6f140 |  6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69    6f 6e 2e 20 54 68 65 20 74 20 74 65 73 74 20 70  | ormal.distribution..The.t.test.p | 
| 6f160 |  72 6f 76 69 64 65 73 20 61 20 77 61 79 20 74 6f    20 74 65 73 74 20 77 68 65 74 68 65 72 0a 20 20  | rovides.a.way.to.test.whether... | 
| 6f180 |  20 20 20 20 20 20 74 68 65 20 73 61 6d 70 6c 65    20 6d 65 61 6e 20 28 74 68 61 74 20 69 73 20 74  | ......the.sample.mean.(that.is.t | 
| 6f1a0 |  68 65 20 6d 65 61 6e 20 63 61 6c 63 75 6c 61 74    65 64 20 66 72 6f 6d 20 74 68 65 20 64 61 74 61  | he.mean.calculated.from.the.data | 
| 6f1c0 |  29 20 69 73 0a 20 20 20 20 20 20 20 20 61 20 67    6f 6f 64 20 65 73 74 69 6d 61 74 65 20 6f 66 20  | ).is.........a.good.estimate.of. | 
| 6f1e0 |  74 68 65 20 74 72 75 65 20 6d 65 61 6e 2e 0a 0a    20 20 20 20 20 20 20 20 54 68 65 20 64 65 72 69  | the.true.mean...........The.deri | 
| 6f200 |  76 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 74 2d    64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 61 73  | vation.of.the.t-distribution.was | 
| 6f220 |  20 66 69 72 73 74 20 70 75 62 6c 69 73 68 65 64    20 69 6e 0a 20 20 20 20 20 20 20 20 31 39 30 38  | .first.published.in.........1908 | 
| 6f240 |  20 62 79 20 57 69 6c 6c 69 61 6d 20 47 6f 73 73    65 74 20 77 68 69 6c 65 20 77 6f 72 6b 69 6e 67  | .by.William.Gosset.while.working | 
| 6f260 |  20 66 6f 72 20 74 68 65 20 47 75 69 6e 6e 65 73    73 20 42 72 65 77 65 72 79 0a 20 20 20 20 20 20  | .for.the.Guinness.Brewery....... | 
| 6f280 |  20 20 69 6e 20 44 75 62 6c 69 6e 2e 20 44 75 65    20 74 6f 20 70 72 6f 70 72 69 65 74 61 72 79 20  | ..in.Dublin..Due.to.proprietary. | 
| 6f2a0 |  69 73 73 75 65 73 2c 20 68 65 20 68 61 64 20 74    6f 20 70 75 62 6c 69 73 68 20 75 6e 64 65 72 0a  | issues,.he.had.to.publish.under. | 
| 6f2c0 |  20 20 20 20 20 20 20 20 61 20 70 73 65 75 64 6f    6e 79 6d 2c 20 61 6e 64 20 73 6f 20 68 65 20 75  | ........a.pseudonym,.and.so.he.u | 
| 6f2e0 |  73 65 64 20 74 68 65 20 6e 61 6d 65 20 53 74 75    64 65 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52  | sed.the.name.Student...........R | 
| 6f300 |  65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | eferences.........----------.... | 
| 6f320 |  20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 6c 67    61 61 72 64 2c 20 50 65 74 65 72 2c 20 22 49 6e  | ........[1].Dalgaard,.Peter,."In | 
| 6f340 |  74 72 6f 64 75 63 74 6f 72 79 20 53 74 61 74 69    73 74 69 63 73 20 57 69 74 68 20 52 22 2c 0a 20  | troductory.Statistics.With.R",.. | 
| 6f360 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 53 70    72 69 6e 67 65 72 2c 20 32 30 30 32 2e 0a 20 20  | ..............Springer,.2002.... | 
| 6f380 |  20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b    69 70 65 64 69 61 2c 20 22 53 74 75 64 65 6e 74  | .........[2].Wikipedia,."Student | 
| 6f3a0 |  27 73 20 74 2d 64 69 73 74 72 69 62 75 74 69 6f    6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | 's.t-distribution".............. | 
| 6f3c0 |  20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b    69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f  | ..https://en.wikipedia.org/wiki/ | 
| 6f3e0 |  53 74 75 64 65 6e 74 27 73 5f 74 2d 64 69 73 74    72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20  | Student's_t-distribution........ | 
| 6f400 |  20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20    20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20  | ..Examples.........--------..... | 
| 6f420 |  20 20 20 20 46 72 6f 6d 20 44 61 6c 67 61 61 72    64 20 70 61 67 65 20 38 33 20 5b 31 5d 5f 2c 20  | ....From.Dalgaard.page.83.[1]_,. | 
| 6f440 |  73 75 70 70 6f 73 65 20 74 68 65 20 64 61 69 6c    79 20 65 6e 65 72 67 79 20 69 6e 74 61 6b 65 20  | suppose.the.daily.energy.intake. | 
| 6f460 |  66 6f 72 20 31 31 0a 20 20 20 20 20 20 20 20 77    6f 6d 65 6e 20 69 6e 20 6b 69 6c 6f 6a 6f 75 6c  | for.11.........women.in.kilojoul | 
| 6f480 |  65 73 20 28 6b 4a 29 20 69 73 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 69 6e 74 61 6b 65 20  | es.(kJ).is:..........>>>.intake. | 
| 6f4a0 |  3d 20 6e 70 2e 61 72 72 61 79 28 5b 35 32 36 30    2e 2c 20 35 34 37 30 2c 20 35 36 34 30 2c 20 36  | =.np.array([5260.,.5470,.5640,.6 | 
| 6f4c0 |  31 38 30 2c 20 36 33 39 30 2c 20 36 35 31 35 2c    20 36 38 30 35 2c 20 37 35 31 35 2c 20 5c 0a 20  | 180,.6390,.6515,.6805,.7515,.\.. | 
| 6f4e0 |  20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 37 35  | ..............................75 | 
| 6f500 |  31 35 2c 20 38 32 33 30 2c 20 38 37 37 30 5d 29    0a 0a 20 20 20 20 20 20 20 20 44 6f 65 73 20 74  | 15,.8230,.8770])..........Does.t | 
| 6f520 |  68 65 69 72 20 65 6e 65 72 67 79 20 69 6e 74 61    6b 65 20 64 65 76 69 61 74 65 20 73 79 73 74 65  | heir.energy.intake.deviate.syste | 
| 6f540 |  6d 61 74 69 63 61 6c 6c 79 20 66 72 6f 6d 20 74    68 65 20 72 65 63 6f 6d 6d 65 6e 64 65 64 0a 20  | matically.from.the.recommended.. | 
| 6f560 |  20 20 20 20 20 20 20 76 61 6c 75 65 20 6f 66 20    37 37 32 35 20 6b 4a 3f 20 4f 75 72 20 6e 75 6c  | .......value.of.7725.kJ?.Our.nul | 
| 6f580 |  6c 20 68 79 70 6f 74 68 65 73 69 73 20 77 69 6c    6c 20 62 65 20 74 68 65 20 61 62 73 65 6e 63 65  | l.hypothesis.will.be.the.absence | 
| 6f5a0 |  20 6f 66 20 64 65 76 69 61 74 69 6f 6e 2c 0a 20    20 20 20 20 20 20 20 61 6e 64 20 74 68 65 20 61  | .of.deviation,.........and.the.a | 
| 6f5c0 |  6c 74 65 72 6e 61 74 65 20 68 79 70 6f 74 68 65    73 69 73 20 77 69 6c 6c 20 62 65 20 74 68 65 20  | lternate.hypothesis.will.be.the. | 
| 6f5e0 |  70 72 65 73 65 6e 63 65 20 6f 66 20 61 6e 20 65    66 66 65 63 74 20 74 68 61 74 20 63 6f 75 6c 64  | presence.of.an.effect.that.could | 
| 6f600 |  20 62 65 0a 20 20 20 20 20 20 20 20 65 69 74 68    65 72 20 70 6f 73 69 74 69 76 65 20 6f 72 20 6e  | .be.........either.positive.or.n | 
| 6f620 |  65 67 61 74 69 76 65 2c 20 68 65 6e 63 65 20 6d    61 6b 69 6e 67 20 6f 75 72 20 74 65 73 74 20 32  | egative,.hence.making.our.test.2 | 
| 6f640 |  2d 74 61 69 6c 65 64 2e 20 0a 0a 20 20 20 20 20    20 20 20 42 65 63 61 75 73 65 20 77 65 20 61 72  | -tailed............Because.we.ar | 
| 6f660 |  65 20 65 73 74 69 6d 61 74 69 6e 67 20 74 68 65    20 6d 65 61 6e 20 61 6e 64 20 77 65 20 68 61 76  | e.estimating.the.mean.and.we.hav | 
| 6f680 |  65 20 4e 3d 31 31 20 76 61 6c 75 65 73 20 69 6e    20 6f 75 72 20 73 61 6d 70 6c 65 2c 0a 20 20 20  | e.N=11.values.in.our.sample,.... | 
| 6f6a0 |  20 20 20 20 20 77 65 20 68 61 76 65 20 4e 2d 31    3d 31 30 20 64 65 67 72 65 65 73 20 6f 66 20 66  | .....we.have.N-1=10.degrees.of.f | 
| 6f6c0 |  72 65 65 64 6f 6d 2e 20 57 65 20 73 65 74 20 6f    75 72 20 73 69 67 6e 69 66 69 63 61 6e 63 65 20  | reedom..We.set.our.significance. | 
| 6f6e0 |  6c 65 76 65 6c 20 74 6f 20 39 35 25 20 61 6e 64    20 0a 20 20 20 20 20 20 20 20 63 6f 6d 70 75 74  | level.to.95%.and..........comput | 
| 6f700 |  65 20 74 68 65 20 74 20 73 74 61 74 69 73 74 69    63 20 75 73 69 6e 67 20 74 68 65 20 65 6d 70 69  | e.the.t.statistic.using.the.empi | 
| 6f720 |  72 69 63 61 6c 20 6d 65 61 6e 20 61 6e 64 20 65    6d 70 69 72 69 63 61 6c 20 73 74 61 6e 64 61 72  | rical.mean.and.empirical.standar | 
| 6f740 |  64 20 0a 20 20 20 20 20 20 20 20 64 65 76 69 61    74 69 6f 6e 20 6f 66 20 6f 75 72 20 69 6e 74 61  | d..........deviation.of.our.inta | 
| 6f760 |  6b 65 2e 20 57 65 20 75 73 65 20 61 20 64 64 6f    66 20 6f 66 20 31 20 74 6f 20 62 61 73 65 20 74  | ke..We.use.a.ddof.of.1.to.base.t | 
| 6f780 |  68 65 20 63 6f 6d 70 75 74 61 74 69 6f 6e 20 6f    66 20 6f 75 72 20 0a 20 20 20 20 20 20 20 20 65  | he.computation.of.our..........e | 
| 6f7a0 |  6d 70 69 72 69 63 61 6c 20 73 74 61 6e 64 61 72    64 20 64 65 76 69 61 74 69 6f 6e 20 6f 6e 20 61  | mpirical.standard.deviation.on.a | 
| 6f7c0 |  6e 20 75 6e 62 69 61 73 65 64 20 65 73 74 69 6d    61 74 65 20 6f 66 20 74 68 65 20 76 61 72 69 61  | n.unbiased.estimate.of.the.varia | 
| 6f7e0 |  6e 63 65 20 28 6e 6f 74 65 3a 0a 20 20 20 20 20    20 20 20 74 68 65 20 66 69 6e 61 6c 20 65 73 74  | nce.(note:.........the.final.est | 
| 6f800 |  69 6d 61 74 65 20 69 73 20 6e 6f 74 20 75 6e 62    69 61 73 65 64 20 64 75 65 20 74 6f 20 74 68 65  | imate.is.not.unbiased.due.to.the | 
| 6f820 |  20 63 6f 6e 63 61 76 65 20 6e 61 74 75 72 65 20    6f 66 20 74 68 65 20 73 71 75 61 72 65 20 0a 20  | .concave.nature.of.the.square... | 
| 6f840 |  20 20 20 20 20 20 20 72 6f 6f 74 29 2e 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 6d 65  | .......root)...........>>>.np.me | 
| 6f860 |  61 6e 28 69 6e 74 61 6b 65 29 0a 20 20 20 20 20    20 20 20 36 37 35 33 2e 36 33 36 33 36 33 36 33  | an(intake).........6753.63636363 | 
| 6f880 |  36 33 36 34 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 69 6e 74 61 6b 65 2e 73 74 64 28 64 64 6f 66  | 6364.........>>>.intake.std(ddof | 
| 6f8a0 |  3d 31 29 0a 20 20 20 20 20 20 20 20 31 31 34 32    2e 31 32 33 32 32 32 31 33 37 33 37 32 37 0a 20  | =1).........1142.1232221373727.. | 
| 6f8c0 |  20 20 20 20 20 20 20 3e 3e 3e 20 74 20 3d 20 28    6e 70 2e 6d 65 61 6e 28 69 6e 74 61 6b 65 29 2d  | .......>>>.t.=.(np.mean(intake)- | 
| 6f8e0 |  37 37 32 35 29 2f 28 69 6e 74 61 6b 65 2e 73 74    64 28 64 64 6f 66 3d 31 29 2f 6e 70 2e 73 71 72  | 7725)/(intake.std(ddof=1)/np.sqr | 
| 6f900 |  74 28 6c 65 6e 28 69 6e 74 61 6b 65 29 29 29 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 74 0a 20 20  | t(len(intake))).........>>>.t... | 
| 6f920 |  20 20 20 20 20 20 2d 32 2e 38 32 30 37 35 34 30    36 30 38 33 31 30 31 39 38 0a 0a 20 20 20 20 20  | ......-2.8207540608310198....... | 
| 6f940 |  20 20 20 57 65 20 64 72 61 77 20 31 30 30 30 30    30 30 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20  | ...We.draw.1000000.samples.from. | 
| 6f960 |  53 74 75 64 65 6e 74 27 73 20 74 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 74 68  | Student's.t.distribution.with.th | 
| 6f980 |  65 20 61 64 65 71 75 61 74 65 0a 20 20 20 20 20    20 20 20 64 65 67 72 65 65 73 20 6f 66 20 66 72  | e.adequate.........degrees.of.fr | 
| 6f9a0 |  65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c  | eedom...........>>>.import.matpl | 
| 6f9c0 |  6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20    70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | otlib.pyplot.as.plt.........>>>. | 
| 6f9e0 |  73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74    61 6e 64 61 72 64 5f 74 28 31 30 2c 20 73 69 7a  | s.=.np.random.standard_t(10,.siz | 
| 6fa00 |  65 3d 31 30 30 30 30 30 30 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68  | e=1000000).........>>>.h.=.plt.h | 
| 6fa20 |  69 73 74 28 73 2c 20 62 69 6e 73 3d 31 30 30 2c    20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 0a  | ist(s,.bins=100,.density=True).. | 
| 6fa40 |  20 20 20 20 20 20 20 20 44 6f 65 73 20 6f 75 72    20 74 20 73 74 61 74 69 73 74 69 63 20 6c 61 6e  | ........Does.our.t.statistic.lan | 
| 6fa60 |  64 20 69 6e 20 6f 6e 65 20 6f 66 20 74 68 65 20    74 77 6f 20 63 72 69 74 69 63 61 6c 20 72 65 67  | d.in.one.of.the.two.critical.reg | 
| 6fa80 |  69 6f 6e 73 20 66 6f 75 6e 64 20 61 74 20 0a 20    20 20 20 20 20 20 20 62 6f 74 68 20 74 61 69 6c  | ions.found.at..........both.tail | 
| 6faa0 |  73 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62    75 74 69 6f 6e 3f 0a 0a 20 20 20 20 20 20 20 20  | s.of.the.distribution?.......... | 
| 6fac0 |  3e 3e 3e 20 6e 70 2e 73 75 6d 28 6e 70 2e 61 62    73 28 74 29 20 3c 20 6e 70 2e 61 62 73 28 73 29  | >>>.np.sum(np.abs(t).<.np.abs(s) | 
| 6fae0 |  29 20 2f 20 66 6c 6f 61 74 28 6c 65 6e 28 73 29    29 0a 20 20 20 20 20 20 20 20 30 2e 30 31 38 33  | )./.float(len(s)).........0.0183 | 
| 6fb00 |  31 38 20 20 23 72 61 6e 64 6f 6d 20 3c 20 30 2e    30 35 2c 20 73 74 61 74 69 73 74 69 63 20 69 73  | 18..#random.<.0.05,.statistic.is | 
| 6fb20 |  20 69 6e 20 63 72 69 74 69 63 61 6c 20 72 65 67    69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 54 68 65  | .in.critical.region..........The | 
| 6fb40 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 76 61 6c    75 65 20 66 6f 72 20 74 68 69 73 20 32 2d 74 61  | .probability.value.for.this.2-ta | 
| 6fb60 |  69 6c 65 64 20 74 65 73 74 20 69 73 20 61 62 6f    75 74 20 31 2e 38 33 25 2c 20 77 68 69 63 68 20  | iled.test.is.about.1.83%,.which. | 
| 6fb80 |  69 73 20 0a 20 20 20 20 20 20 20 20 6c 6f 77 65    72 20 74 68 61 6e 20 74 68 65 20 35 25 20 70 72  | is..........lower.than.the.5%.pr | 
| 6fba0 |  65 2d 64 65 74 65 72 6d 69 6e 65 64 20 73 69 67    6e 69 66 69 63 61 6e 63 65 20 74 68 72 65 73 68  | e-determined.significance.thresh | 
| 6fbc0 |  6f 6c 64 2e 20 0a 0a 20 20 20 20 20 20 20 20 54    68 65 72 65 66 6f 72 65 2c 20 74 68 65 20 70 72  | old............Therefore,.the.pr | 
| 6fbe0 |  6f 62 61 62 69 6c 69 74 79 20 6f 66 20 6f 62 73    65 72 76 69 6e 67 20 76 61 6c 75 65 73 20 61 73  | obability.of.observing.values.as | 
| 6fc00 |  20 65 78 74 72 65 6d 65 20 61 73 20 6f 75 72 20    69 6e 74 61 6b 65 0a 20 20 20 20 20 20 20 20 63  | .extreme.as.our.intake.........c | 
| 6fc20 |  6f 6e 64 69 74 69 6f 6e 61 6c 6c 79 20 6f 6e 20    74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65  | onditionally.on.the.null.hypothe | 
| 6fc40 |  73 69 73 20 62 65 69 6e 67 20 74 72 75 65 20 69    73 20 74 6f 6f 20 6c 6f 77 2c 20 61 6e 64 20 77  | sis.being.true.is.too.low,.and.w | 
| 6fc60 |  65 20 72 65 6a 65 63 74 20 0a 20 20 20 20 20 20    20 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74  | e.reject..........the.null.hypot | 
| 6fc80 |  68 65 73 69 73 20 6f 66 20 6e 6f 20 64 65 76 69    61 74 69 6f 6e 2e 20 0a 0a 20 20 20 20 20 20 20  | hesis.of.no.deviation........... | 
| 6fca0 |  20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 6fcc0 |  0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72    64 5f 63 61 75 63 68 79 28 73 69 7a 65 3d 4e 6f  | .........standard_cauchy(size=No | 
| 6fce0 |  6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61    77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61  | ne)..........Draw.samples.from.a | 
| 6fd00 |  20 73 74 61 6e 64 61 72 64 20 43 61 75 63 68 79    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69  | .standard.Cauchy.distribution.wi | 
| 6fd20 |  74 68 20 6d 6f 64 65 20 3d 20 30 2e 0a 0a 20 20    20 20 20 20 20 20 41 6c 73 6f 20 6b 6e 6f 77 6e  | th.mode.=.0...........Also.known | 
| 6fd40 |  20 61 73 20 74 68 65 20 4c 6f 72 65 6e 74 7a 20    64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20  | .as.the.Lorentz.distribution.... | 
| 6fd60 |  20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a    0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77  | ..........note::.............New | 
| 6fd80 |  20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65    20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20  | .code.should.use.the............ | 
| 6fda0 |  20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e    47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61  | .`~numpy.random.Generator.standa | 
| 6fdc0 |  72 64 5f 63 61 75 63 68 79 60 0a 20 20 20 20 20    20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66  | rd_cauchy`.............method.of | 
| 6fde0 |  20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f    6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73  | .a.`~numpy.random.Generator`.ins | 
| 6fe00 |  74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20    20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73  | tance.instead;.............pleas | 
| 6fe20 |  65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60    72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61  | e.see.the.:ref:`random-quick-sta | 
| 6fe40 |  72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61    72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20  | rt`...........Parameters........ | 
| 6fe60 |  20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f  | .----------.........size.:.int.o | 
| 6fe80 |  72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c    20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20  | r.tuple.of.ints,.optional....... | 
| 6fea0 |  20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61    70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65  | ......Output.shape...If.the.give | 
| 6fec0 |  6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e    2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c  | n.shape.is,.e.g.,.``(m,.n,.k)``, | 
| 6fee0 |  20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20    20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20  | .then.............``m.*.n.*.k``. | 
| 6ff00 |  73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e  | samples.are.drawn...Default.is.N | 
| 6ff20 |  6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61    73 65 20 61 0a 20 20 20 20 20 20 20 20 20 20 20  | one,.in.which.case.a............ | 
| 6ff40 |  20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73    20 72 65 74 75 72 6e 65 64 2e 0a 0a 20 20 20 20  | .single.value.is.returned....... | 
| 6ff60 |  20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20    20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20  | ....Returns.........-------..... | 
| 6ff80 |  20 20 20 20 73 61 6d 70 6c 65 73 20 3a 20 6e 64    61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a  | ....samples.:.ndarray.or.scalar. | 
| 6ffa0 |  20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20    64 72 61 77 6e 20 73 61 6d 70 6c 65 73 2e 0a 0a  | ............The.drawn.samples... | 
| 6ffc0 |  20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f    0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d  | ........See.Also.........------- | 
| 6ffe0 |  2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d    2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64  | -.........random.Generator.stand | 
| 70000 |  61 72 64 5f 63 61 75 63 68 79 3a 20 77 68 69 63    68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64  | ard_cauchy:.which.should.be.used | 
| 70020 |  20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a    20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20  | .for.new.code...........Notes... | 
| 70040 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c  | ......-----.........The.probabil | 
| 70060 |  69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63    74 69 6f 6e 20 66 6f 72 20 74 68 65 20 66 75 6c  | ity.density.function.for.the.ful | 
| 70080 |  6c 20 43 61 75 63 68 79 20 64 69 73 74 72 69 62    75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20  | l.Cauchy.distribution.is........ | 
| 700a0 |  20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b    20 78 5f 30 2c 20 5c 67 61 6d 6d 61 29 20 3d 20  | .....math::.P(x;.x_0,.\gamma).=. | 
| 700c0 |  5c 66 72 61 63 7b 31 7d 7b 5c 70 69 20 5c 67 61    6d 6d 61 20 5c 62 69 67 6c 5b 20 31 2b 0a 20 20  | \frac{1}{\pi.\gamma.\bigl[.1+... | 
| 700e0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    28 5c 66 72 61 63 7b 78 2d 78 5f 30 7d 7b 5c 67  | ................(\frac{x-x_0}{\g | 
| 70100 |  61 6d 6d 61 7d 29 5e 32 20 5c 62 69 67 72 5d 20    7d 0a 0a 20 20 20 20 20 20 20 20 61 6e 64 20 74  | amma})^2.\bigr].}..........and.t | 
| 70120 |  68 65 20 53 74 61 6e 64 61 72 64 20 43 61 75 63    68 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20  | he.Standard.Cauchy.distribution. | 
| 70140 |  6a 75 73 74 20 73 65 74 73 20 3a 6d 61 74 68 3a    60 78 5f 30 3d 30 60 20 61 6e 64 0a 20 20 20 20  | just.sets.:math:`x_0=0`.and..... | 
| 70160 |  20 20 20 20 3a 6d 61 74 68 3a 60 5c 67 61 6d 6d    61 3d 31 60 0a 0a 20 20 20 20 20 20 20 20 54 68  | ....:math:`\gamma=1`..........Th | 
| 70180 |  65 20 43 61 75 63 68 79 20 64 69 73 74 72 69 62    75 74 69 6f 6e 20 61 72 69 73 65 73 20 69 6e 20  | e.Cauchy.distribution.arises.in. | 
| 701a0 |  74 68 65 20 73 6f 6c 75 74 69 6f 6e 20 74 6f 20    74 68 65 20 64 72 69 76 65 6e 20 68 61 72 6d 6f  | the.solution.to.the.driven.harmo | 
| 701c0 |  6e 69 63 0a 20 20 20 20 20 20 20 20 6f 73 63 69    6c 6c 61 74 6f 72 20 70 72 6f 62 6c 65 6d 2c 20  | nic.........oscillator.problem,. | 
| 701e0 |  61 6e 64 20 61 6c 73 6f 20 64 65 73 63 72 69 62    65 73 20 73 70 65 63 74 72 61 6c 20 6c 69 6e 65  | and.also.describes.spectral.line | 
| 70200 |  20 62 72 6f 61 64 65 6e 69 6e 67 2e 20 49 74 0a    20 20 20 20 20 20 20 20 61 6c 73 6f 20 64 65 73  | .broadening..It.........also.des | 
| 70220 |  63 72 69 62 65 73 20 74 68 65 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 6f 66 20 76 61 6c 75 65  | cribes.the.distribution.of.value | 
| 70240 |  73 20 61 74 20 77 68 69 63 68 20 61 20 6c 69 6e    65 20 74 69 6c 74 65 64 20 61 74 0a 20 20 20 20  | s.at.which.a.line.tilted.at..... | 
| 70260 |  20 20 20 20 61 20 72 61 6e 64 6f 6d 20 61 6e 67    6c 65 20 77 69 6c 6c 20 63 75 74 20 74 68 65 20  | ....a.random.angle.will.cut.the. | 
| 70280 |  78 20 61 78 69 73 2e 0a 0a 20 20 20 20 20 20 20    20 57 68 65 6e 20 73 74 75 64 79 69 6e 67 20 68  | x.axis...........When.studying.h | 
| 702a0 |  79 70 6f 74 68 65 73 69 73 20 74 65 73 74 73 20    74 68 61 74 20 61 73 73 75 6d 65 20 6e 6f 72 6d  | ypothesis.tests.that.assume.norm | 
| 702c0 |  61 6c 69 74 79 2c 20 73 65 65 69 6e 67 20 68 6f    77 20 74 68 65 0a 20 20 20 20 20 20 20 20 74 65  | ality,.seeing.how.the.........te | 
| 702e0 |  73 74 73 20 70 65 72 66 6f 72 6d 20 6f 6e 20 64    61 74 61 20 66 72 6f 6d 20 61 20 43 61 75 63 68  | sts.perform.on.data.from.a.Cauch | 
| 70300 |  79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69    73 20 61 20 67 6f 6f 64 20 69 6e 64 69 63 61 74  | y.distribution.is.a.good.indicat | 
| 70320 |  6f 72 20 6f 66 0a 20 20 20 20 20 20 20 20 74 68    65 69 72 20 73 65 6e 73 69 74 69 76 69 74 79 20  | or.of.........their.sensitivity. | 
| 70340 |  74 6f 20 61 20 68 65 61 76 79 2d 74 61 69 6c 65    64 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20  | to.a.heavy-tailed.distribution,. | 
| 70360 |  73 69 6e 63 65 20 74 68 65 20 43 61 75 63 68 79    20 6c 6f 6f 6b 73 0a 20 20 20 20 20 20 20 20 76  | since.the.Cauchy.looks.........v | 
| 70380 |  65 72 79 20 6d 75 63 68 20 6c 69 6b 65 20 61 20    47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62  | ery.much.like.a.Gaussian.distrib | 
| 703a0 |  75 74 69 6f 6e 2c 20 62 75 74 20 77 69 74 68 20    68 65 61 76 69 65 72 20 74 61 69 6c 73 2e 0a 0a  | ution,.but.with.heavier.tails... | 
| 703c0 |  20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63    65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ........References.........----- | 
| 703e0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e    20 5b 31 5d 20 4e 49 53 54 2f 53 45 4d 41 54 45  | -----............[1].NIST/SEMATE | 
| 70400 |  43 48 20 65 2d 48 61 6e 64 62 6f 6f 6b 20 6f 66    20 53 74 61 74 69 73 74 69 63 61 6c 20 4d 65 74  | CH.e-Handbook.of.Statistical.Met | 
| 70420 |  68 6f 64 73 2c 20 22 43 61 75 63 68 79 0a 20 20    20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74  | hods,."Cauchy...............Dist | 
| 70440 |  72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f  | ribution",...............https:/ | 
| 70460 |  2f 77 77 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f    76 2f 64 69 76 38 39 38 2f 68 61 6e 64 62 6f 6f  | /www.itl.nist.gov/div898/handboo | 
| 70480 |  6b 2f 65 64 61 2f 73 65 63 74 69 6f 6e 33 2f 65    64 61 33 36 36 33 2e 68 74 6d 0a 20 20 20 20 20  | k/eda/section3/eda3663.htm...... | 
| 704a0 |  20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73 74    65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 43 61  | ......[2].Weisstein,.Eric.W.."Ca | 
| 704c0 |  75 63 68 79 20 44 69 73 74 72 69 62 75 74 69 6f    6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72  | uchy.Distribution.".From.MathWor | 
| 704e0 |  6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20    20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20  | ld--A...............Wolfram.Web. | 
| 70500 |  52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d  | Resource................http://m | 
| 70520 |  61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d    2e 63 6f 6d 2f 43 61 75 63 68 79 44 69 73 74 72  | athworld.wolfram.com/CauchyDistr | 
| 70540 |  69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20    20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69  | ibution.html............[3].Wiki | 
| 70560 |  70 65 64 69 61 2c 20 22 43 61 75 63 68 79 20 64    69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20  | pedia,."Cauchy.distribution".... | 
| 70580 |  20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73    3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e  | ...........https://en.wikipedia. | 
| 705a0 |  6f 72 67 2f 77 69 6b 69 2f 43 61 75 63 68 79 5f    64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20  | org/wiki/Cauchy_distribution.... | 
| 705c0 |  20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a  | ......Examples.........--------. | 
| 705e0 |  20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d    70 6c 65 73 20 61 6e 64 20 70 6c 6f 74 20 74 68  | ........Draw.samples.and.plot.th | 
| 70600 |  65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a    0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70  | e.distribution:..........>>>.imp | 
| 70620 |  6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70    79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20  | ort.matplotlib.pyplot.as.plt.... | 
| 70640 |  20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e    72 61 6e 64 6f 6d 2e 73 74 61 6e 64 61 72 64 5f  | .....>>>.s.=.np.random.standard_ | 
| 70660 |  63 61 75 63 68 79 28 31 30 30 30 30 30 30 29 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20  | cauchy(1000000).........>>>.s.=. | 
| 70680 |  73 5b 28 73 3e 2d 32 35 29 20 26 20 28 73 3c 32    35 29 5d 20 20 23 20 74 72 75 6e 63 61 74 65 20  | s[(s>-25).&.(s<25)]..#.truncate. | 
| 706a0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 6f 20    69 74 20 70 6c 6f 74 73 20 77 65 6c 6c 0a 20 20  | distribution.so.it.plots.well... | 
| 706c0 |  20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69    73 74 28 73 2c 20 62 69 6e 73 3d 31 30 30 29 0a  | ......>>>.plt.hist(s,.bins=100). | 
| 706e0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e    73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20  | ........>>>.plt.show().......... | 
| 70700 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 70720 |  0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 65 6e 74    72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 64 66  | .........noncentral_chisquare(df | 
| 70740 |  2c 20 6e 6f 6e 63 2c 20 73 69 7a 65 3d 4e 6f 6e    65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77  | ,.nonc,.size=None)..........Draw | 
| 70760 |  20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20    6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73  | .samples.from.a.noncentral.chi-s | 
| 70780 |  71 75 61 72 65 20 64 69 73 74 72 69 62 75 74 69    6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65  | quare.distribution...........The | 
| 707a0 |  20 6e 6f 6e 63 65 6e 74 72 61 6c 20 3a 6d 61 74    68 3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72  | .noncentral.:math:`\chi^2`.distr | 
| 707c0 |  69 62 75 74 69 6f 6e 20 69 73 20 61 20 67 65 6e    65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 0a 20  | ibution.is.a.generalization.of.. | 
| 707e0 |  20 20 20 20 20 20 20 74 68 65 20 3a 6d 61 74 68    3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72 69  | .......the.:math:`\chi^2`.distri | 
| 70800 |  62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20    20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20  | bution..............note::...... | 
| 70820 |  20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20    73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20  | .......New.code.should.use.the.. | 
| 70840 |  20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d    70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | ...........`~numpy.random.Genera | 
| 70860 |  74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63    68 69 73 71 75 61 72 65 60 0a 20 20 20 20 20 20  | tor.noncentral_chisquare`....... | 
| 70880 |  20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20    61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d  | ......method.of.a.`~numpy.random | 
| 708a0 |  2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74    61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20  | .Generator`.instance.instead;... | 
| 708c0 |  20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65    20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72  | ..........please.see.the.:ref:`r | 
| 708e0 |  61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72    74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72  | andom-quick-start`...........Par | 
| 70900 |  61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | ameters.........----------...... | 
| 70920 |  20 20 20 64 66 20 3a 20 66 6c 6f 61 74 20 6f 72    20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66  | ...df.:.float.or.array_like.of.f | 
| 70940 |  6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20    20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65  | loats.............Degrees.of.fre | 
| 70960 |  65 64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e 20    30 2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20  | edom,.must.be.>.0............... | 
| 70980 |  2e 2e 20 76 65 72 73 69 6f 6e 63 68 61 6e 67 65    64 3a 3a 20 31 2e 31 30 2e 30 0a 20 20 20 20 20  | ...versionchanged::.1.10.0...... | 
| 709a0 |  20 20 20 20 20 20 20 20 20 20 45 61 72 6c 69 65    72 20 4e 75 6d 50 79 20 76 65 72 73 69 6f 6e 73  | ..........Earlier.NumPy.versions | 
| 709c0 |  20 72 65 71 75 69 72 65 64 20 64 66 6e 75 6d 20    3e 20 31 2e 0a 20 20 20 20 20 20 20 20 6e 6f 6e  | .required.dfnum.>.1..........non | 
| 709e0 |  63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72    61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74  | c.:.float.or.array_like.of.float | 
| 70a00 |  73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 6f    6e 2d 63 65 6e 74 72 61 6c 69 74 79 2c 20 6d 75  | s.............Non-centrality,.mu | 
| 70a20 |  73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69    76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65  | st.be.non-negative..........size | 
| 70a40 |  20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20    6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61  | .:.int.or.tuple.of.ints,.optiona | 
| 70a60 |  6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75    74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20  | l.............Output.shape...If. | 
| 70a80 |  74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20    69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20  | the.given.shape.is,.e.g.,.``(m,. | 
| 70aa0 |  6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20    20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20  | n,.k)``,.then.............``m.*. | 
| 70ac0 |  6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20    61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73  | n.*.k``.samples.are.drawn...If.s | 
| 70ae0 |  69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20    28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20  | ize.is.``None``.(default),...... | 
| 70b00 |  20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20    76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65  | .......a.single.value.is.returne | 
| 70b20 |  64 20 69 66 20 60 60 64 66 60 60 20 61 6e 64 20    60 60 6e 6f 6e 63 60 60 20 61 72 65 20 62 6f 74  | d.if.``df``.and.``nonc``.are.bot | 
| 70b40 |  68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20    20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65  | h.scalars..............Otherwise | 
| 70b60 |  2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74    28 64 66 2c 20 6e 6f 6e 63 29 2e 73 69 7a 65 60  | ,.``np.broadcast(df,.nonc).size` | 
| 70b80 |  60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72    61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65  | `.samples.are.drawn...........Re | 
| 70ba0 |  74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75  | turns.........-------.........ou | 
| 70bc0 |  74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73    63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20  | t.:.ndarray.or.scalar........... | 
| 70be0 |  20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20    66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74  | ..Drawn.samples.from.the.paramet | 
| 70c00 |  65 72 69 7a 65 64 20 6e 6f 6e 63 65 6e 74 72 61    6c 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73  | erized.noncentral.chi-square.dis | 
| 70c20 |  74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20    20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20  | tribution...........See.Also.... | 
| 70c40 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e  | .....--------.........random.Gen | 
| 70c60 |  65 72 61 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61    6c 5f 63 68 69 73 71 75 61 72 65 3a 20 77 68 69  | erator.noncentral_chisquare:.whi | 
| 70c80 |  63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65    64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a  | ch.should.be.used.for.new.code.. | 
| 70ca0 |  0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20  | .........Notes.........-----.... | 
| 70cc0 |  20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69    6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e  | .....The.probability.density.fun | 
| 70ce0 |  63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 6f    6e 63 65 6e 74 72 61 6c 20 43 68 69 2d 73 71 75  | ction.for.the.noncentral.Chi-squ | 
| 70d00 |  61 72 65 0a 20 20 20 20 20 20 20 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20  | are.........distribution.is..... | 
| 70d20 |  20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50    28 78 3b 64 66 2c 6e 6f 6e 63 29 20 3d 20 5c 73  | ........math::.P(x;df,nonc).=.\s | 
| 70d40 |  75 6d 5e 7b 5c 69 6e 66 74 79 7d 5f 7b 69 3d 30    7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | um^{\infty}_{i=0}............... | 
| 70d60 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 5c 66 72 61 63 7b 65 5e 7b 2d 6e 6f 6e 63 2f  | .................\frac{e^{-nonc/ | 
| 70d80 |  32 7d 28 6e 6f 6e 63 2f 32 29 5e 7b 69 7d 7d 7b    69 21 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20  | 2}(nonc/2)^{i}}{i!}............. | 
| 70da0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 50 5f 7b 59 5f 7b 64 66 2b 32 69 7d 7d  | ...................P_{Y_{df+2i}} | 
| 70dc0 |  28 78 29 2c 0a 0a 20 20 20 20 20 20 20 20 77 68    65 72 65 20 3a 6d 61 74 68 3a 60 59 5f 7b 71 7d  | (x),..........where.:math:`Y_{q} | 
| 70de0 |  60 20 69 73 20 74 68 65 20 43 68 69 2d 73 71 75    61 72 65 20 77 69 74 68 20 71 20 64 65 67 72 65  | `.is.the.Chi-square.with.q.degre | 
| 70e00 |  65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a    20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63  | es.of.freedom...........Referenc | 
| 70e20 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e  | es.........----------........... | 
| 70e40 |  20 5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20    22 4e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d  | .[1].Wikipedia,."Noncentral.chi- | 
| 70e60 |  73 71 75 61 72 65 64 20 64 69 73 74 72 69 62 75    74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20  | squared.distribution"........... | 
| 70e80 |  20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e    77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69  | .....https://en.wikipedia.org/wi | 
| 70ea0 |  6b 69 2f 4e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68    69 2d 73 71 75 61 72 65 64 5f 64 69 73 74 72 69  | ki/Noncentral_chi-squared_distri | 
| 70ec0 |  62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20    45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20  | bution..........Examples........ | 
| 70ee0 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72  | .--------.........Draw.values.fr | 
| 70f00 |  6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74    69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65  | om.the.distribution.and.plot.the | 
| 70f20 |  20 68 69 73 74 6f 67 72 61 6d 0a 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d  | .histogram..........>>>.import.m | 
| 70f40 |  61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74    20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20  | atplotlib.pyplot.as.plt......... | 
| 70f60 |  3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74    2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e  | >>>.values.=.plt.hist(np.random. | 
| 70f80 |  6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71    75 61 72 65 28 33 2c 20 32 30 2c 20 31 30 30 30  | noncentral_chisquare(3,.20,.1000 | 
| 70fa0 |  30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | 00),............................ | 
| 70fc0 |  20 20 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e    73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20  | ...bins=200,.density=True)...... | 
| 70fe0 |  20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28    29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20  | ...>>>.plt.show()..........Draw. | 
| 71000 |  76 61 6c 75 65 73 20 66 72 6f 6d 20 61 20 6e 6f    6e 63 65 6e 74 72 61 6c 20 63 68 69 73 71 75 61  | values.from.a.noncentral.chisqua | 
| 71020 |  72 65 20 77 69 74 68 20 76 65 72 79 20 73 6d 61    6c 6c 20 6e 6f 6e 63 65 6e 74 72 61 6c 69 74 79  | re.with.very.small.noncentrality | 
| 71040 |  2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 63 6f    6d 70 61 72 65 20 74 6f 20 61 20 63 68 69 73 71  | ,.........and.compare.to.a.chisq | 
| 71060 |  75 61 72 65 2e 0a 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29 0a  | uare...........>>>.plt.figure(). | 
| 71080 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 76 61 6c 75    65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70  | ........>>>.values.=.plt.hist(np | 
| 710a0 |  2e 72 61 6e 64 6f 6d 2e 6e 6f 6e 63 65 6e 74 72    61 6c 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20  | .random.noncentral_chisquare(3,. | 
| 710c0 |  2e 30 30 30 30 30 30 31 2c 20 31 30 30 30 30 30    29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20  | .0000001,.100000),.............. | 
| 710e0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 62 69 6e 73 3d 6e 70 2e 61 72 61 6e 67 65 28  | .................bins=np.arange( | 
| 71100 |  30 2e 2c 20 32 35 2c 20 2e 31 29 2c 20 64 65 6e    73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20  | 0.,.25,..1),.density=True)...... | 
| 71120 |  20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 32 20 3d    20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e  | ...>>>.values2.=.plt.hist(np.ran | 
| 71140 |  64 6f 6d 2e 63 68 69 73 71 75 61 72 65 28 33 2c    20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20  | dom.chisquare(3,.100000),....... | 
| 71160 |  20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 6e 70  | .........................bins=np | 
| 71180 |  2e 61 72 61 6e 67 65 28 30 2e 2c 20 32 35 2c 20    2e 31 29 2c 20 64 65 6e 73 69 74 79 3d 54 72 75  | .arange(0.,.25,..1),.density=Tru | 
| 711a0 |  65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70    6c 74 2e 70 6c 6f 74 28 76 61 6c 75 65 73 5b 31  | e).........>>>.plt.plot(values[1 | 
| 711c0 |  5d 5b 30 3a 2d 31 5d 2c 20 76 61 6c 75 65 73 5b    30 5d 2d 76 61 6c 75 65 73 32 5b 30 5d 2c 20 27  | ][0:-1],.values[0]-values2[0],.' | 
| 711e0 |  6f 62 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20  | ob').........>>>.plt.show()..... | 
| 71200 |  20 20 20 20 20 44 65 6d 6f 6e 73 74 72 61 74 65    20 68 6f 77 20 6c 61 72 67 65 20 76 61 6c 75 65  | .....Demonstrate.how.large.value | 
| 71220 |  73 20 6f 66 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c    69 74 79 20 6c 65 61 64 20 74 6f 20 61 20 6d 6f  | s.of.non-centrality.lead.to.a.mo | 
| 71240 |  72 65 20 73 79 6d 6d 65 74 72 69 63 0a 20 20 20    20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f  | re.symmetric.........distributio | 
| 71260 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    70 6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 20  | n...........>>>.plt.figure().... | 
| 71280 |  20 20 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 20    3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61  | .....>>>.values.=.plt.hist(np.ra | 
| 712a0 |  6e 64 6f 6d 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f    63 68 69 73 71 75 61 72 65 28 33 2c 20 32 30 2c  | ndom.noncentral_chisquare(3,.20, | 
| 712c0 |  20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20    20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20  | .100000),....................... | 
| 712e0 |  20 20 20 20 20 20 20 20 62 69 6e 73 3d 32 30 30    2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a  | ........bins=200,.density=True). | 
| 71300 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e    73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20  | ........>>>.plt.show().......... | 
| 71320 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 71340 |  0a 20 20 20 20 20 20 20 20 63 68 69 73 71 75 61    72 65 28 64 66 2c 20 73 69 7a 65 3d 4e 6f 6e 65  | .........chisquare(df,.size=None | 
| 71360 |  29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 63  | )..........Draw.samples.from.a.c | 
| 71380 |  68 69 2d 73 71 75 61 72 65 20 64 69 73 74 72 69    62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20  | hi-square.distribution.......... | 
| 713a0 |  20 57 68 65 6e 20 60 64 66 60 20 69 6e 64 65 70    65 6e 64 65 6e 74 20 72 61 6e 64 6f 6d 20 76 61  | .When.`df`.independent.random.va | 
| 713c0 |  72 69 61 62 6c 65 73 2c 20 65 61 63 68 20 77 69    74 68 20 73 74 61 6e 64 61 72 64 20 6e 6f 72 6d  | riables,.each.with.standard.norm | 
| 713e0 |  61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72    69 62 75 74 69 6f 6e 73 20 28 6d 65 61 6e 20 30  | al.........distributions.(mean.0 | 
| 71400 |  2c 20 76 61 72 69 61 6e 63 65 20 31 29 2c 20 61    72 65 20 73 71 75 61 72 65 64 20 61 6e 64 20 73  | ,.variance.1),.are.squared.and.s | 
| 71420 |  75 6d 6d 65 64 2c 20 74 68 65 0a 20 20 20 20 20    20 20 20 72 65 73 75 6c 74 69 6e 67 20 64 69 73  | ummed,.the.........resulting.dis | 
| 71440 |  74 72 69 62 75 74 69 6f 6e 20 69 73 20 63 68 69    2d 73 71 75 61 72 65 20 28 73 65 65 20 4e 6f 74  | tribution.is.chi-square.(see.Not | 
| 71460 |  65 73 29 2e 20 20 54 68 69 73 20 64 69 73 74 72    69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20  | es)...This.distribution......... | 
| 71480 |  69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 69 6e    20 68 79 70 6f 74 68 65 73 69 73 20 74 65 73 74  | is.often.used.in.hypothesis.test | 
| 714a0 |  69 6e 67 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e    20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20  | ing..............note::......... | 
| 714c0 |  20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f    75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75  | ....New.code.should.use.the.`~nu | 
| 714e0 |  6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72    61 74 6f 72 2e 63 68 69 73 71 75 61 72 65 60 0a  | mpy.random.Generator.chisquare`. | 
| 71500 |  20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68    6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e  | ............method.of.a.`~numpy. | 
| 71520 |  72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72    60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65  | random.Generator`.instance.inste | 
| 71540 |  61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20    70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a  | ad;.............please.see.the.: | 
| 71560 |  72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63    6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20  | ref:`random-quick-start`........ | 
| 71580 |  20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d  | ...Parameters.........---------- | 
| 715a0 |  0a 20 20 20 20 20 20 20 20 64 66 20 3a 20 66 6c    6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b  | .........df.:.float.or.array_lik | 
| 715c0 |  65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20  | e.of.floats..............Number. | 
| 715e0 |  6f 66 20 64 65 67 72 65 65 73 20 6f 66 20 66 72    65 65 64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e  | of.degrees.of.freedom,.must.be.> | 
| 71600 |  20 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65    20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20  | .0..........size.:.int.or.tuple. | 
| 71620 |  6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61    6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75  | of.ints,.optional.............Ou | 
| 71640 |  74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20    74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20  | tput.shape...If.the.given.shape. | 
| 71660 |  69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20    6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20  | is,.e.g.,.``(m,.n,.k)``,.then... | 
| 71680 |  20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20    6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20  | ..........``m.*.n.*.k``.samples. | 
| 716a0 |  61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73    69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20  | are.drawn...If.size.is.``None``. | 
| 716c0 |  28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20    20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20  | (default),.............a.single. | 
| 716e0 |  76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65    64 20 69 66 20 60 60 64 66 60 60 20 69 73 20 61  | value.is.returned.if.``df``.is.a | 
| 71700 |  20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77    69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20  | .scalar...Otherwise,............ | 
| 71720 |  20 60 60 6e 70 2e 61 72 72 61 79 28 64 66 29 2e    73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61  | .``np.array(df).size``.samples.a | 
| 71740 |  72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20    20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20  | re.drawn...........Returns...... | 
| 71760 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79  | ...-------.........out.:.ndarray | 
| 71780 |  20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20    20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d  | .or.scalar.............Drawn.sam | 
| 717a0 |  70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61    72 61 6d 65 74 65 72 69 7a 65 64 20 63 68 69 2d  | ples.from.the.parameterized.chi- | 
| 717c0 |  73 71 75 61 72 65 20 64 69 73 74 72 69 62 75 74    69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 61  | square.distribution...........Ra | 
| 717e0 |  69 73 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 56 61 6c 75  | ises.........------.........Valu | 
| 71800 |  65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20    20 20 20 57 68 65 6e 20 60 64 66 60 20 3c 3d 20  | eError.............When.`df`.<=. | 
| 71820 |  30 20 6f 72 20 77 68 65 6e 20 61 6e 20 69 6e 61    70 70 72 6f 70 72 69 61 74 65 20 60 73 69 7a 65  | 0.or.when.an.inappropriate.`size | 
| 71840 |  60 20 28 65 2e 67 2e 20 60 60 73 69 7a 65 3d 2d    31 60 60 29 0a 20 20 20 20 20 20 20 20 20 20 20  | `.(e.g..``size=-1``)............ | 
| 71860 |  20 69 73 20 67 69 76 65 6e 2e 0a 0a 20 20 20 20    20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20  | .is.given...........See.Also.... | 
| 71880 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e  | .....--------.........random.Gen | 
| 718a0 |  65 72 61 74 6f 72 2e 63 68 69 73 71 75 61 72 65    3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62  | erator.chisquare:.which.should.b | 
| 718c0 |  65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63    6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f  | e.used.for.new.code...........No | 
| 718e0 |  74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 76 61  | tes.........-----.........The.va | 
| 71900 |  72 69 61 62 6c 65 20 6f 62 74 61 69 6e 65 64 20    62 79 20 73 75 6d 6d 69 6e 67 20 74 68 65 20 73  | riable.obtained.by.summing.the.s | 
| 71920 |  71 75 61 72 65 73 20 6f 66 20 60 64 66 60 20 69    6e 64 65 70 65 6e 64 65 6e 74 2c 0a 20 20 20 20  | quares.of.`df`.independent,..... | 
| 71940 |  20 20 20 20 73 74 61 6e 64 61 72 64 20 6e 6f 72    6d 61 6c 6c 79 20 64 69 73 74 72 69 62 75 74 65  | ....standard.normally.distribute | 
| 71960 |  64 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c    65 73 3a 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20  | d.random.variables:............. | 
| 71980 |  6d 61 74 68 3a 3a 20 51 20 3d 20 5c 73 75 6d 5f    7b 69 3d 30 7d 5e 7b 5c 6d 61 74 68 74 74 7b 64  | math::.Q.=.\sum_{i=0}^{\mathtt{d | 
| 719a0 |  66 7d 7d 20 58 5e 32 5f 69 0a 0a 20 20 20 20 20    20 20 20 69 73 20 63 68 69 2d 73 71 75 61 72 65  | f}}.X^2_i..........is.chi-square | 
| 719c0 |  20 64 69 73 74 72 69 62 75 74 65 64 2c 20 64 65    6e 6f 74 65 64 0a 0a 20 20 20 20 20 20 20 20 2e  | .distributed,.denoted........... | 
| 719e0 |  2e 20 6d 61 74 68 3a 3a 20 51 20 5c 73 69 6d 20    5c 63 68 69 5e 32 5f 6b 2e 0a 0a 20 20 20 20 20  | ..math::.Q.\sim.\chi^2_k........ | 
| 71a00 |  20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69    74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74  | ...The.probability.density.funct | 
| 71a20 |  69 6f 6e 20 6f 66 20 74 68 65 20 63 68 69 2d 73    71 75 61 72 65 64 20 64 69 73 74 72 69 62 75 74  | ion.of.the.chi-squared.distribut | 
| 71a40 |  69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20    2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d  | ion.is.............math::.p(x).= | 
| 71a60 |  20 5c 66 72 61 63 7b 28 31 2f 32 29 5e 7b 6b 2f    32 7d 7d 7b 5c 47 61 6d 6d 61 28 6b 2f 32 29 7d  | .\frac{(1/2)^{k/2}}{\Gamma(k/2)} | 
| 71a80 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 78 5e 7b 6b 2f 32  | ..........................x^{k/2 | 
| 71aa0 |  20 2d 20 31 7d 20 65 5e 7b 2d 78 2f 32 7d 2c 0a    0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a  | .-.1}.e^{-x/2},..........where.: | 
| 71ac0 |  6d 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73    20 74 68 65 20 67 61 6d 6d 61 20 66 75 6e 63 74  | math:`\Gamma`.is.the.gamma.funct | 
| 71ae0 |  69 6f 6e 2c 0a 0a 20 20 20 20 20 20 20 20 2e 2e    20 6d 61 74 68 3a 3a 20 5c 47 61 6d 6d 61 28 78  | ion,.............math::.\Gamma(x | 
| 71b00 |  29 20 3d 20 5c 69 6e 74 5f 30 5e 7b 2d 5c 69 6e    66 74 79 7d 20 74 5e 7b 78 20 2d 20 31 7d 20 65  | ).=.\int_0^{-\infty}.t^{x.-.1}.e | 
| 71b20 |  5e 7b 2d 74 7d 20 64 74 2e 0a 0a 20 20 20 20 20    20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20  | ^{-t}.dt...........References... | 
| 71b40 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20  | ......----------............[1]. | 
| 71b60 |  4e 49 53 54 20 22 45 6e 67 69 6e 65 65 72 69 6e    67 20 53 74 61 74 69 73 74 69 63 73 20 48 61 6e  | NIST."Engineering.Statistics.Han | 
| 71b80 |  64 62 6f 6f 6b 22 0a 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77  | dbook"................https://ww | 
| 71ba0 |  77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64    69 76 38 39 38 2f 68 61 6e 64 62 6f 6f 6b 2f 65  | w.itl.nist.gov/div898/handbook/e | 
| 71bc0 |  64 61 2f 73 65 63 74 69 6f 6e 33 2f 65 64 61 33    36 36 36 2e 68 74 6d 0a 0a 20 20 20 20 20 20 20  | da/section3/eda3666.htm......... | 
| 71be0 |  20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | .Examples.........--------...... | 
| 71c00 |  20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d    2e 63 68 69 73 71 75 61 72 65 28 32 2c 34 29 0a  | ...>>>.np.random.chisquare(2,4). | 
| 71c20 |  20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 20    31 2e 38 39 39 32 30 30 31 34 2c 20 20 39 2e 30  | ........array([.1.89920014,..9.0 | 
| 71c40 |  30 38 36 37 37 31 36 2c 20 20 33 2e 31 33 37 31    30 35 33 33 2c 20 20 35 2e 36 32 33 31 38 32 37  | 0867716,..3.13710533,..5.6231827 | 
| 71c60 |  32 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20    20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00  | 2]).#.random.................... | 
| 71c80 |  0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 65 6e 74    72 61 6c 5f 66 28 64 66 6e 75 6d 2c 20 64 66 64  | .........noncentral_f(dfnum,.dfd | 
| 71ca0 |  65 6e 2c 20 6e 6f 6e 63 2c 20 73 69 7a 65 3d 4e    6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72  | en,.nonc,.size=None)..........Dr | 
| 71cc0 |  61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20    74 68 65 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 46  | aw.samples.from.the.noncentral.F | 
| 71ce0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a    20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20  | .distribution...........Samples. | 
| 71d00 |  61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61    6e 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | are.drawn.from.an.F.distribution | 
| 71d20 |  20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 20    70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20  | .with.specified.parameters,..... | 
| 71d40 |  20 20 20 20 60 64 66 6e 75 6d 60 20 28 64 65 67    72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20  | ....`dfnum`.(degrees.of.freedom. | 
| 71d60 |  69 6e 20 6e 75 6d 65 72 61 74 6f 72 29 20 61 6e    64 20 60 64 66 64 65 6e 60 20 28 64 65 67 72 65  | in.numerator).and.`dfden`.(degre | 
| 71d80 |  65 73 20 6f 66 0a 20 20 20 20 20 20 20 20 66 72    65 65 64 6f 6d 20 69 6e 20 64 65 6e 6f 6d 69 6e  | es.of.........freedom.in.denomin | 
| 71da0 |  61 74 6f 72 29 2c 20 77 68 65 72 65 20 62 6f 74    68 20 70 61 72 61 6d 65 74 65 72 73 20 3e 20 31  | ator),.where.both.parameters.>.1 | 
| 71dc0 |  2e 0a 20 20 20 20 20 20 20 20 60 6e 6f 6e 63 60    20 69 73 20 74 68 65 20 6e 6f 6e 2d 63 65 6e 74  | ..........`nonc`.is.the.non-cent | 
| 71de0 |  72 61 6c 69 74 79 20 70 61 72 61 6d 65 74 65 72    2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f  | rality.parameter..............no | 
| 71e00 |  74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20    20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64  | te::.............New.code.should | 
| 71e20 |  20 75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20    20 20 20 20 20 60 7e 6e 75 6d 70 79 2e 72 61 6e  | .use.the.............`~numpy.ran | 
| 71e40 |  64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f    6e 63 65 6e 74 72 61 6c 5f 66 60 0a 20 20 20 20  | dom.Generator.noncentral_f`..... | 
| 71e60 |  20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f    66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64  | ........method.of.a.`~numpy.rand | 
| 71e80 |  6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e    73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a  | om.Generator`.instance.instead;. | 
| 71ea0 |  20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61    73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a  | ............please.see.the.:ref: | 
| 71ec0 |  60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74    61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50  | `random-quick-start`...........P | 
| 71ee0 |  61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | arameters.........----------.... | 
| 71f00 |  20 20 20 20 20 64 66 6e 75 6d 20 3a 20 66 6c 6f    61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65  | .....dfnum.:.float.or.array_like | 
| 71f20 |  20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20    20 20 20 20 20 20 20 4e 75 6d 65 72 61 74 6f 72  | .of.floats.............Numerator | 
| 71f40 |  20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65    64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e 20 30  | .degrees.of.freedom,.must.be.>.0 | 
| 71f60 |  2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e    2e 20 76 65 72 73 69 6f 6e 63 68 61 6e 67 65 64  | ..................versionchanged | 
| 71f80 |  3a 3a 20 31 2e 31 34 2e 30 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 45 61 72 6c 69 65 72  | ::.1.14.0................Earlier | 
| 71fa0 |  20 4e 75 6d 50 79 20 76 65 72 73 69 6f 6e 73 20    72 65 71 75 69 72 65 64 20 64 66 6e 75 6d 20 3e  | .NumPy.versions.required.dfnum.> | 
| 71fc0 |  20 31 2e 0a 20 20 20 20 20 20 20 20 64 66 64 65    6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72  | .1..........dfden.:.float.or.arr | 
| 71fe0 |  61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74    73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65  | ay_like.of.floats.............De | 
| 72000 |  6e 6f 6d 69 6e 61 74 6f 72 20 64 65 67 72 65 65    73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 6d 75  | nominator.degrees.of.freedom,.mu | 
| 72020 |  73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20    20 20 20 6e 6f 6e 63 20 3a 20 66 6c 6f 61 74 20  | st.be.>.0..........nonc.:.float. | 
| 72040 |  6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66    20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20  | or.array_like.of.floats......... | 
| 72060 |  20 20 20 20 4e 6f 6e 2d 63 65 6e 74 72 61 6c 69    74 79 20 70 61 72 61 6d 65 74 65 72 2c 20 74 68  | ....Non-centrality.parameter,.th | 
| 72080 |  65 20 73 75 6d 20 6f 66 20 74 68 65 20 73 71 75    61 72 65 73 20 6f 66 20 74 68 65 20 6e 75 6d 65  | e.sum.of.the.squares.of.the.nume | 
| 720a0 |  72 61 74 6f 72 0a 20 20 20 20 20 20 20 20 20 20    20 20 6d 65 61 6e 73 2c 20 6d 75 73 74 20 62 65  | rator.............means,.must.be | 
| 720c0 |  20 3e 3d 20 30 2e 0a 20 20 20 20 20 20 20 20 73    69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70  | .>=.0..........size.:.int.or.tup | 
| 720e0 |  6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69    6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20  | le.of.ints,.optional............ | 
| 72100 |  20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20    49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61  | .Output.shape...If.the.given.sha | 
| 72120 |  70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28    6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e  | pe.is,.e.g.,.``(m,.n,.k)``,.then | 
| 72140 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d    20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c  | .............``m.*.n.*.k``.sampl | 
| 72160 |  65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49    66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65  | es.are.drawn...If.size.is.``None | 
| 72180 |  60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20    20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67  | ``.(default),.............a.sing | 
| 721a0 |  6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75    72 6e 65 64 20 69 66 20 60 60 64 66 6e 75 6d 60  | le.value.is.returned.if.``dfnum` | 
| 721c0 |  60 2c 20 60 60 64 66 64 65 6e 60 60 2c 20 61 6e    64 20 60 60 6e 6f 6e 63 60 60 0a 20 20 20 20 20  | `,.``dfden``,.and.``nonc``...... | 
| 721e0 |  20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73    63 61 6c 61 72 73 2e 20 20 4f 74 68 65 72 77 69  | .......are.all.scalars...Otherwi | 
| 72200 |  73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61    73 74 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c  | se,.``np.broadcast(dfnum,.dfden, | 
| 72220 |  20 6e 6f 6e 63 29 2e 73 69 7a 65 60 60 0a 20 20    20 20 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65  | .nonc).size``.............sample | 
| 72240 |  73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20    20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20  | s.are.drawn...........Returns... | 
| 72260 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72  | ......-------.........out.:.ndar | 
| 72280 |  72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20    20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20  | ray.or.scalar.............Drawn. | 
| 722a0 |  73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65    20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e  | samples.from.the.parameterized.n | 
| 722c0 |  6f 6e 63 65 6e 74 72 61 6c 20 46 69 73 68 65 72    20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a  | oncentral.Fisher.distribution... | 
| 722e0 |  20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f    0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d  | ........See.Also.........------- | 
| 72300 |  2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d    2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 6e 63 65  | -.........random.Generator.nonce | 
| 72320 |  6e 74 72 61 6c 5f 66 3a 20 77 68 69 63 68 20 73    68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f  | ntral_f:.which.should.be.used.fo | 
| 72340 |  72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20    20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20  | r.new.code...........Notes...... | 
| 72360 |  20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 57 68 65 6e 20 63 61 6c 63 75 6c 61 74 69 6e  | ...-----.........When.calculatin | 
| 72380 |  67 20 74 68 65 20 70 6f 77 65 72 20 6f 66 20 61    6e 20 65 78 70 65 72 69 6d 65 6e 74 20 28 70 6f  | g.the.power.of.an.experiment.(po | 
| 723a0 |  77 65 72 20 3d 20 70 72 6f 62 61 62 69 6c 69 74    79 20 6f 66 0a 20 20 20 20 20 20 20 20 72 65 6a  | wer.=.probability.of.........rej | 
| 723c0 |  65 63 74 69 6e 67 20 74 68 65 20 6e 75 6c 6c 20    68 79 70 6f 74 68 65 73 69 73 20 77 68 65 6e 20  | ecting.the.null.hypothesis.when. | 
| 723e0 |  61 20 73 70 65 63 69 66 69 63 20 61 6c 74 65 72    6e 61 74 69 76 65 20 69 73 20 74 72 75 65 29 20  | a.specific.alternative.is.true). | 
| 72400 |  74 68 65 0a 20 20 20 20 20 20 20 20 6e 6f 6e 2d    63 65 6e 74 72 61 6c 20 46 20 73 74 61 74 69 73  | the.........non-central.F.statis | 
| 72420 |  74 69 63 20 62 65 63 6f 6d 65 73 20 69 6d 70 6f    72 74 61 6e 74 2e 20 20 57 68 65 6e 20 74 68 65  | tic.becomes.important...When.the | 
| 72440 |  20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73    20 69 73 0a 20 20 20 20 20 20 20 20 74 72 75 65  | .null.hypothesis.is.........true | 
| 72460 |  2c 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69    63 20 66 6f 6c 6c 6f 77 73 20 61 20 63 65 6e 74  | ,.the.F.statistic.follows.a.cent | 
| 72480 |  72 61 6c 20 46 20 64 69 73 74 72 69 62 75 74 69    6f 6e 2e 20 57 68 65 6e 20 74 68 65 20 6e 75 6c  | ral.F.distribution..When.the.nul | 
| 724a0 |  6c 0a 20 20 20 20 20 20 20 20 68 79 70 6f 74 68    65 73 69 73 20 69 73 20 6e 6f 74 20 74 72 75 65  | l.........hypothesis.is.not.true | 
| 724c0 |  2c 20 74 68 65 6e 20 69 74 20 66 6f 6c 6c 6f 77    73 20 61 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 20  | ,.then.it.follows.a.non-central. | 
| 724e0 |  46 20 73 74 61 74 69 73 74 69 63 2e 0a 0a 20 20    20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73  | F.statistic...........References | 
| 72500 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b  | .........----------............[ | 
| 72520 |  31 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72    69 63 20 57 2e 20 22 4e 6f 6e 63 65 6e 74 72 61  | 1].Weisstein,.Eric.W.."Noncentra | 
| 72540 |  6c 20 46 2d 44 69 73 74 72 69 62 75 74 69 6f 6e    2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | l.F-Distribution.".............. | 
| 72560 |  20 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64    2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20  | ..From.MathWorld--A.Wolfram.Web. | 
| 72580 |  52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f  | Resource.................http:// | 
| 725a0 |  6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61    6d 2e 63 6f 6d 2f 4e 6f 6e 63 65 6e 74 72 61 6c  | mathworld.wolfram.com/Noncentral | 
| 725c0 |  46 2d 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68    74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b  | F-Distribution.html............[ | 
| 725e0 |  32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e    6f 6e 63 65 6e 74 72 61 6c 20 46 2d 64 69 73 74  | 2].Wikipedia,."Noncentral.F-dist | 
| 72600 |  72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a  | ribution",................https: | 
| 72620 |  2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f    72 67 2f 77 69 6b 69 2f 4e 6f 6e 63 65 6e 74 72  | //en.wikipedia.org/wiki/Noncentr | 
| 72640 |  61 6c 5f 46 2d 64 69 73 74 72 69 62 75 74 69 6f    6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70  | al_F-distribution..........Examp | 
| 72660 |  6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 49 6e 20  | les.........--------.........In. | 
| 72680 |  61 20 73 74 75 64 79 2c 20 74 65 73 74 69 6e 67    20 66 6f 72 20 61 20 73 70 65 63 69 66 69 63 20  | a.study,.testing.for.a.specific. | 
| 726a0 |  61 6c 74 65 72 6e 61 74 69 76 65 20 74 6f 20 74    68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73  | alternative.to.the.null.hypothes | 
| 726c0 |  69 73 0a 20 20 20 20 20 20 20 20 72 65 71 75 69    72 65 73 20 75 73 65 20 6f 66 20 74 68 65 20 4e  | is.........requires.use.of.the.N | 
| 726e0 |  6f 6e 63 65 6e 74 72 61 6c 20 46 20 64 69 73 74    72 69 62 75 74 69 6f 6e 2e 20 57 65 20 6e 65 65  | oncentral.F.distribution..We.nee | 
| 72700 |  64 20 74 6f 20 63 61 6c 63 75 6c 61 74 65 20 74    68 65 0a 20 20 20 20 20 20 20 20 61 72 65 61 20  | d.to.calculate.the.........area. | 
| 72720 |  69 6e 20 74 68 65 20 74 61 69 6c 20 6f 66 20 74    68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20  | in.the.tail.of.the.distribution. | 
| 72740 |  74 68 61 74 20 65 78 63 65 65 64 73 20 74 68 65    20 76 61 6c 75 65 20 6f 66 20 74 68 65 20 46 0a  | that.exceeds.the.value.of.the.F. | 
| 72760 |  20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75    74 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 75 6c  | ........distribution.for.the.nul | 
| 72780 |  6c 20 68 79 70 6f 74 68 65 73 69 73 2e 20 20 57    65 27 6c 6c 20 70 6c 6f 74 20 74 68 65 20 74 77  | l.hypothesis...We'll.plot.the.tw | 
| 727a0 |  6f 20 70 72 6f 62 61 62 69 6c 69 74 79 0a 20 20    20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69  | o.probability.........distributi | 
| 727c0 |  6f 6e 73 20 66 6f 72 20 63 6f 6d 70 61 72 69 73    6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | ons.for.comparison...........>>> | 
| 727e0 |  20 64 66 6e 75 6d 20 3d 20 33 20 23 20 62 65 74    77 65 65 6e 20 67 72 6f 75 70 20 64 65 67 20 6f  | .dfnum.=.3.#.between.group.deg.o | 
| 72800 |  66 20 66 72 65 65 64 6f 6d 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 64 66 64 65 6e 20 3d 20 32 30  | f.freedom.........>>>.dfden.=.20 | 
| 72820 |  20 23 20 77 69 74 68 69 6e 20 67 72 6f 75 70 73    20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65  | .#.within.groups.degrees.of.free | 
| 72840 |  64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    6e 6f 6e 63 20 3d 20 33 2e 30 0a 20 20 20 20 20  | dom.........>>>.nonc.=.3.0...... | 
| 72860 |  20 20 20 3e 3e 3e 20 6e 63 5f 76 61 6c 73 20 3d    20 6e 70 2e 72 61 6e 64 6f 6d 2e 6e 6f 6e 63 65  | ...>>>.nc_vals.=.np.random.nonce | 
| 72880 |  6e 74 72 61 6c 5f 66 28 64 66 6e 75 6d 2c 20 64    66 64 65 6e 2c 20 6e 6f 6e 63 2c 20 31 30 30 30  | ntral_f(dfnum,.dfden,.nonc,.1000 | 
| 728a0 |  30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 4e 46 20 3d 20 6e 70 2e 68 69 73 74 6f 67 72  | 000).........>>>.NF.=.np.histogr | 
| 728c0 |  61 6d 28 6e 63 5f 76 61 6c 73 2c 20 62 69 6e 73    3d 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75  | am(nc_vals,.bins=50,.density=Tru | 
| 728e0 |  65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63    5f 76 61 6c 73 20 3d 20 6e 70 2e 72 61 6e 64 6f  | e).........>>>.c_vals.=.np.rando | 
| 72900 |  6d 2e 66 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e    2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20 20  | m.f(dfnum,.dfden,.1000000)...... | 
| 72920 |  20 20 20 3e 3e 3e 20 46 20 3d 20 6e 70 2e 68 69    73 74 6f 67 72 61 6d 28 63 5f 76 61 6c 73 2c 20  | ...>>>.F.=.np.histogram(c_vals,. | 
| 72940 |  62 69 6e 73 3d 35 30 2c 20 64 65 6e 73 69 74 79    3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e  | bins=50,.density=True).........> | 
| 72960 |  3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f    74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70  | >>.import.matplotlib.pyplot.as.p | 
| 72980 |  6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70    6c 74 2e 70 6c 6f 74 28 46 5b 31 5d 5b 31 3a 5d  | lt.........>>>.plt.plot(F[1][1:] | 
| 729a0 |  2c 20 46 5b 30 5d 29 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 4e 46 5b  | ,.F[0]).........>>>.plt.plot(NF[ | 
| 729c0 |  31 5d 5b 31 3a 5d 2c 20 4e 46 5b 30 5d 29 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73  | 1][1:],.NF[0]).........>>>.plt.s | 
| 729e0 |  68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | how()........................... | 
| 72a00 |  0a 20 20 20 20 20 20 20 20 66 28 64 66 6e 75 6d    2c 20 64 66 64 65 6e 2c 20 73 69 7a 65 3d 4e 6f  | .........f(dfnum,.dfden,.size=No | 
| 72a20 |  6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61    77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61  | ne)..........Draw.samples.from.a | 
| 72a40 |  6e 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e    2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c  | n.F.distribution...........Sampl | 
| 72a60 |  65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f    6d 20 61 6e 20 46 20 64 69 73 74 72 69 62 75 74  | es.are.drawn.from.an.F.distribut | 
| 72a80 |  69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69    65 64 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20  | ion.with.specified.parameters,.. | 
| 72aa0 |  20 20 20 20 20 20 20 60 64 66 6e 75 6d 60 20 28    64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64  | .......`dfnum`.(degrees.of.freed | 
| 72ac0 |  6f 6d 20 69 6e 20 6e 75 6d 65 72 61 74 6f 72 29    20 61 6e 64 20 60 64 66 64 65 6e 60 20 28 64 65  | om.in.numerator).and.`dfden`.(de | 
| 72ae0 |  67 72 65 65 73 20 6f 66 0a 20 20 20 20 20 20 20    20 66 72 65 65 64 6f 6d 20 69 6e 20 64 65 6e 6f  | grees.of.........freedom.in.deno | 
| 72b00 |  6d 69 6e 61 74 6f 72 29 2c 20 77 68 65 72 65 20    62 6f 74 68 20 70 61 72 61 6d 65 74 65 72 73 20  | minator),.where.both.parameters. | 
| 72b20 |  6d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20    74 68 61 6e 0a 20 20 20 20 20 20 20 20 7a 65 72  | must.be.greater.than.........zer | 
| 72b40 |  6f 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20    72 61 6e 64 6f 6d 20 76 61 72 69 61 74 65 20 6f  | o...........The.random.variate.o | 
| 72b60 |  66 20 74 68 65 20 46 20 64 69 73 74 72 69 62 75    74 69 6f 6e 20 28 61 6c 73 6f 20 6b 6e 6f 77 6e  | f.the.F.distribution.(also.known | 
| 72b80 |  20 61 73 20 74 68 65 0a 20 20 20 20 20 20 20 20    46 69 73 68 65 72 20 64 69 73 74 72 69 62 75 74  | .as.the.........Fisher.distribut | 
| 72ba0 |  69 6f 6e 29 20 69 73 20 61 20 63 6f 6e 74 69 6e    75 6f 75 73 20 70 72 6f 62 61 62 69 6c 69 74 79  | ion).is.a.continuous.probability | 
| 72bc0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20    20 20 20 20 20 20 74 68 61 74 20 61 72 69 73 65  | .distribution.........that.arise | 
| 72be0 |  73 20 69 6e 20 41 4e 4f 56 41 20 74 65 73 74 73    2c 20 61 6e 64 20 69 73 20 74 68 65 20 72 61 74  | s.in.ANOVA.tests,.and.is.the.rat | 
| 72c00 |  69 6f 20 6f 66 20 74 77 6f 20 63 68 69 2d 73 71    75 61 72 65 0a 20 20 20 20 20 20 20 20 76 61 72  | io.of.two.chi-square.........var | 
| 72c20 |  69 61 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20    2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20  | iates..............note::....... | 
| 72c40 |  20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73    68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e  | ......New.code.should.use.the.`~ | 
| 72c60 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e    65 72 61 74 6f 72 2e 66 60 0a 20 20 20 20 20 20  | numpy.random.Generator.f`....... | 
| 72c80 |  20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20    61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d  | ......method.of.a.`~numpy.random | 
| 72ca0 |  2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74    61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20  | .Generator`.instance.instead;... | 
| 72cc0 |  20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65    20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72  | ..........please.see.the.:ref:`r | 
| 72ce0 |  61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72    74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72  | andom-quick-start`...........Par | 
| 72d00 |  61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | ameters.........----------...... | 
| 72d20 |  20 20 20 64 66 6e 75 6d 20 3a 20 66 6c 6f 61 74    20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f  | ...dfnum.:.float.or.array_like.o | 
| 72d40 |  66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20    20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20  | f.floats.............Degrees.of. | 
| 72d60 |  66 72 65 65 64 6f 6d 20 69 6e 20 6e 75 6d 65 72    61 74 6f 72 2c 20 6d 75 73 74 20 62 65 20 3e 20  | freedom.in.numerator,.must.be.>. | 
| 72d80 |  30 2e 0a 20 20 20 20 20 20 20 20 64 66 64 65 6e    20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61  | 0..........dfden.:.float.or.arra | 
| 72da0 |  79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 0a    20 20 20 20 20 20 20 20 20 20 20 20 44 65 67 72  | y_like.of.float.............Degr | 
| 72dc0 |  65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20 69    6e 20 64 65 6e 6f 6d 69 6e 61 74 6f 72 2c 20 6d  | ees.of.freedom.in.denominator,.m | 
| 72de0 |  75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20    20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f  | ust.be.>.0..........size.:.int.o | 
| 72e00 |  72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c    20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20  | r.tuple.of.ints,.optional....... | 
| 72e20 |  20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61    70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65  | ......Output.shape...If.the.give | 
| 72e40 |  6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e    2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c  | n.shape.is,.e.g.,.``(m,.n,.k)``, | 
| 72e60 |  20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20    20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20  | .then.............``m.*.n.*.k``. | 
| 72e80 |  73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60  | samples.are.drawn...If.size.is.` | 
| 72ea0 |  60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74    29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61  | `None``.(default),.............a | 
| 72ec0 |  20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73    20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 64  | .single.value.is.returned.if.``d | 
| 72ee0 |  66 6e 75 6d 60 60 20 61 6e 64 20 60 60 64 66 64    65 6e 60 60 20 61 72 65 20 62 6f 74 68 20 73 63  | fnum``.and.``dfden``.are.both.sc | 
| 72f00 |  61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20    20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60  | alars..............Otherwise,.`` | 
| 72f20 |  6e 70 2e 62 72 6f 61 64 63 61 73 74 28 64 66 6e    75 6d 2c 20 64 66 64 65 6e 29 2e 73 69 7a 65 60  | np.broadcast(dfnum,.dfden).size` | 
| 72f40 |  60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72    61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65  | `.samples.are.drawn...........Re | 
| 72f60 |  74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75  | turns.........-------.........ou | 
| 72f80 |  74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73    63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20  | t.:.ndarray.or.scalar........... | 
| 72fa0 |  20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20    66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74  | ..Drawn.samples.from.the.paramet | 
| 72fc0 |  65 72 69 7a 65 64 20 46 69 73 68 65 72 20 64 69    73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20  | erized.Fisher.distribution...... | 
| 72fe0 |  20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20  | .....See.Also.........--------.. | 
| 73000 |  20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61    74 73 2e 66 20 3a 20 70 72 6f 62 61 62 69 6c 69  | .......scipy.stats.f.:.probabili | 
| 73020 |  74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74    69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f  | ty.density.function,.distributio | 
| 73040 |  6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20    20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73  | n.or.............cumulative.dens | 
| 73060 |  69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74    63 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f  | ity.function,.etc..........rando | 
| 73080 |  6d 2e 47 65 6e 65 72 61 74 6f 72 2e 66 3a 20 77    68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75  | m.Generator.f:.which.should.be.u | 
| 730a0 |  73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65    2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73  | sed.for.new.code...........Notes | 
| 730c0 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 54 68 65 20 46 20 73 74 61  | .........-----.........The.F.sta | 
| 730e0 |  74 69 73 74 69 63 20 69 73 20 75 73 65 64 20 74    6f 20 63 6f 6d 70 61 72 65 20 69 6e 2d 67 72 6f  | tistic.is.used.to.compare.in-gro | 
| 73100 |  75 70 20 76 61 72 69 61 6e 63 65 73 20 74 6f 20    62 65 74 77 65 65 6e 2d 67 72 6f 75 70 0a 20 20  | up.variances.to.between-group... | 
| 73120 |  20 20 20 20 20 20 76 61 72 69 61 6e 63 65 73 2e    20 43 61 6c 63 75 6c 61 74 69 6e 67 20 74 68 65  | ......variances..Calculating.the | 
| 73140 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 64 65    70 65 6e 64 73 20 6f 6e 20 74 68 65 20 73 61 6d  | .distribution.depends.on.the.sam | 
| 73160 |  70 6c 69 6e 67 2c 20 61 6e 64 0a 20 20 20 20 20    20 20 20 73 6f 20 69 74 20 69 73 20 61 20 66 75  | pling,.and.........so.it.is.a.fu | 
| 73180 |  6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 72 65    73 70 65 63 74 69 76 65 20 64 65 67 72 65 65 73  | nction.of.the.respective.degrees | 
| 731a0 |  20 6f 66 20 66 72 65 65 64 6f 6d 20 69 6e 20 74    68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 6c  | .of.freedom.in.the.........probl | 
| 731c0 |  65 6d 2e 20 20 54 68 65 20 76 61 72 69 61 62 6c    65 20 60 64 66 6e 75 6d 60 20 69 73 20 74 68 65  | em...The.variable.`dfnum`.is.the | 
| 731e0 |  20 6e 75 6d 62 65 72 20 6f 66 20 73 61 6d 70 6c    65 73 20 6d 69 6e 75 73 20 6f 6e 65 2c 20 74 68  | .number.of.samples.minus.one,.th | 
| 73200 |  65 0a 20 20 20 20 20 20 20 20 62 65 74 77 65 65    6e 2d 67 72 6f 75 70 73 20 64 65 67 72 65 65 73  | e.........between-groups.degrees | 
| 73220 |  20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 77 68 69    6c 65 20 60 64 66 64 65 6e 60 20 69 73 20 74 68  | .of.freedom,.while.`dfden`.is.th | 
| 73240 |  65 20 77 69 74 68 69 6e 2d 67 72 6f 75 70 73 0a    20 20 20 20 20 20 20 20 64 65 67 72 65 65 73 20  | e.within-groups.........degrees. | 
| 73260 |  6f 66 20 66 72 65 65 64 6f 6d 2c 20 74 68 65 20    73 75 6d 20 6f 66 20 74 68 65 20 6e 75 6d 62 65  | of.freedom,.the.sum.of.the.numbe | 
| 73280 |  72 20 6f 66 20 73 61 6d 70 6c 65 73 20 69 6e 20    65 61 63 68 20 67 72 6f 75 70 0a 20 20 20 20 20  | r.of.samples.in.each.group...... | 
| 732a0 |  20 20 20 6d 69 6e 75 73 20 74 68 65 20 6e 75 6d    62 65 72 20 6f 66 20 67 72 6f 75 70 73 2e 0a 0a  | ...minus.the.number.of.groups... | 
| 732c0 |  20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63    65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ........References.........----- | 
| 732e0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e    20 5b 31 5d 20 47 6c 61 6e 74 7a 2c 20 53 74 61  | -----............[1].Glantz,.Sta | 
| 73300 |  6e 74 6f 6e 20 41 2e 20 22 50 72 69 6d 65 72 20    6f 66 20 42 69 6f 73 74 61 74 69 73 74 69 63 73  | nton.A.."Primer.of.Biostatistics | 
| 73320 |  2e 22 2c 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .",.McGraw-Hill,................ | 
| 73340 |  46 69 66 74 68 20 45 64 69 74 69 6f 6e 2c 20 32    30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20  | Fifth.Edition,.2002............. | 
| 73360 |  5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22    46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c  | [2].Wikipedia,."F-distribution", | 
| 73380 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70  | ................https://en.wikip | 
| 733a0 |  65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 46 2d    64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20  | edia.org/wiki/F-distribution.... | 
| 733c0 |  20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a  | ......Examples.........--------. | 
| 733e0 |  20 20 20 20 20 20 20 20 41 6e 20 65 78 61 6d 70    6c 65 20 66 72 6f 6d 20 47 6c 61 6e 74 7a 5b 31  | ........An.example.from.Glantz[1 | 
| 73400 |  5d 2c 20 70 70 20 34 37 2d 34 30 3a 0a 0a 20 20    20 20 20 20 20 20 54 77 6f 20 67 72 6f 75 70 73  | ],.pp.47-40:..........Two.groups | 
| 73420 |  2c 20 63 68 69 6c 64 72 65 6e 20 6f 66 20 64 69    61 62 65 74 69 63 73 20 28 32 35 20 70 65 6f 70  | ,.children.of.diabetics.(25.peop | 
| 73440 |  6c 65 29 20 61 6e 64 20 63 68 69 6c 64 72 65 6e    20 66 72 6f 6d 20 70 65 6f 70 6c 65 0a 20 20 20  | le).and.children.from.people.... | 
| 73460 |  20 20 20 20 20 77 69 74 68 6f 75 74 20 64 69 61    62 65 74 65 73 20 28 32 35 20 63 6f 6e 74 72 6f  | .....without.diabetes.(25.contro | 
| 73480 |  6c 73 29 2e 20 46 61 73 74 69 6e 67 20 62 6c 6f    6f 64 20 67 6c 75 63 6f 73 65 20 77 61 73 20 6d  | ls)..Fasting.blood.glucose.was.m | 
| 734a0 |  65 61 73 75 72 65 64 2c 0a 20 20 20 20 20 20 20    20 63 61 73 65 20 67 72 6f 75 70 20 68 61 64 20  | easured,.........case.group.had. | 
| 734c0 |  61 20 6d 65 61 6e 20 76 61 6c 75 65 20 6f 66 20    38 36 2e 31 2c 20 63 6f 6e 74 72 6f 6c 73 20 68  | a.mean.value.of.86.1,.controls.h | 
| 734e0 |  61 64 20 61 20 6d 65 61 6e 20 76 61 6c 75 65 20    6f 66 0a 20 20 20 20 20 20 20 20 38 32 2e 32 2e  | ad.a.mean.value.of.........82.2. | 
| 73500 |  20 53 74 61 6e 64 61 72 64 20 64 65 76 69 61 74    69 6f 6e 73 20 77 65 72 65 20 32 2e 30 39 20 61  | .Standard.deviations.were.2.09.a | 
| 73520 |  6e 64 20 32 2e 34 39 20 72 65 73 70 65 63 74 69    76 65 6c 79 2e 20 41 72 65 20 74 68 65 73 65 0a  | nd.2.49.respectively..Are.these. | 
| 73540 |  20 20 20 20 20 20 20 20 64 61 74 61 20 63 6f 6e    73 69 73 74 65 6e 74 20 77 69 74 68 20 74 68 65  | ........data.consistent.with.the | 
| 73560 |  20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73    20 74 68 61 74 20 74 68 65 20 70 61 72 65 6e 74  | .null.hypothesis.that.the.parent | 
| 73580 |  73 20 64 69 61 62 65 74 69 63 0a 20 20 20 20 20    20 20 20 73 74 61 74 75 73 20 64 6f 65 73 20 6e  | s.diabetic.........status.does.n | 
| 735a0 |  6f 74 20 61 66 66 65 63 74 20 74 68 65 69 72 20    63 68 69 6c 64 72 65 6e 27 73 20 62 6c 6f 6f 64  | ot.affect.their.children's.blood | 
| 735c0 |  20 67 6c 75 63 6f 73 65 20 6c 65 76 65 6c 73 3f    0a 20 20 20 20 20 20 20 20 43 61 6c 63 75 6c 61  | .glucose.levels?.........Calcula | 
| 735e0 |  74 69 6e 67 20 74 68 65 20 46 20 73 74 61 74 69    73 74 69 63 20 66 72 6f 6d 20 74 68 65 20 64 61  | ting.the.F.statistic.from.the.da | 
| 73600 |  74 61 20 67 69 76 65 73 20 61 20 76 61 6c 75 65    20 6f 66 20 33 36 2e 30 31 2e 0a 0a 20 20 20 20  | ta.gives.a.value.of.36.01....... | 
| 73620 |  20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73    20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69  | ....Draw.samples.from.the.distri | 
| 73640 |  62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20    20 3e 3e 3e 20 64 66 6e 75 6d 20 3d 20 31 2e 20  | bution:..........>>>.dfnum.=.1.. | 
| 73660 |  23 20 62 65 74 77 65 65 6e 20 67 72 6f 75 70 20    64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64  | #.between.group.degrees.of.freed | 
| 73680 |  6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64    66 64 65 6e 20 3d 20 34 38 2e 20 23 20 77 69 74  | om.........>>>.dfden.=.48..#.wit | 
| 736a0 |  68 69 6e 20 67 72 6f 75 70 73 20 64 65 67 72 65    65 73 20 6f 66 20 66 72 65 65 64 6f 6d 0a 20 20  | hin.groups.degrees.of.freedom... | 
| 736c0 |  20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70    2e 72 61 6e 64 6f 6d 2e 66 28 64 66 6e 75 6d 2c  | ......>>>.s.=.np.random.f(dfnum, | 
| 736e0 |  20 64 66 64 65 6e 2c 20 31 30 30 30 29 0a 0a 20    20 20 20 20 20 20 20 54 68 65 20 6c 6f 77 65 72  | .dfden,.1000)..........The.lower | 
| 73700 |  20 62 6f 75 6e 64 20 66 6f 72 20 74 68 65 20 74    6f 70 20 31 25 20 6f 66 20 74 68 65 20 73 61 6d  | .bound.for.the.top.1%.of.the.sam | 
| 73720 |  70 6c 65 73 20 69 73 20 3a 0a 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 6e 70 2e 73 6f 72 74 28 73  | ples.is.:..........>>>.np.sort(s | 
| 73740 |  29 5b 2d 31 30 5d 0a 20 20 20 20 20 20 20 20 37    2e 36 31 39 38 38 31 32 30 39 38 35 20 23 20 72  | )[-10].........7.61988120985.#.r | 
| 73760 |  61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 53    6f 20 74 68 65 72 65 20 69 73 20 61 62 6f 75 74  | andom..........So.there.is.about | 
| 73780 |  20 61 20 31 25 20 63 68 61 6e 63 65 20 74 68 61    74 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69  | .a.1%.chance.that.the.F.statisti | 
| 737a0 |  63 20 77 69 6c 6c 20 65 78 63 65 65 64 20 37 2e    36 32 2c 0a 20 20 20 20 20 20 20 20 74 68 65 20  | c.will.exceed.7.62,.........the. | 
| 737c0 |  6d 65 61 73 75 72 65 64 20 76 61 6c 75 65 20 69    73 20 33 36 2c 20 73 6f 20 74 68 65 20 6e 75 6c  | measured.value.is.36,.so.the.nul | 
| 737e0 |  6c 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 20    72 65 6a 65 63 74 65 64 20 61 74 20 74 68 65 20  | l.hypothesis.is.rejected.at.the. | 
| 73800 |  31 25 0a 20 20 20 20 20 20 20 20 6c 65 76 65 6c    2e 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00  | 1%.........level................ | 
| 73820 |  0a 20 20 20 20 20 20 20 20 67 61 6d 6d 61 28 73    68 61 70 65 2c 20 73 63 61 6c 65 3d 31 2e 30 2c  | .........gamma(shape,.scale=1.0, | 
| 73840 |  20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20    20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65  | .size=None)..........Draw.sample | 
| 73860 |  73 20 66 72 6f 6d 20 61 20 47 61 6d 6d 61 20 64    69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20  | s.from.a.Gamma.distribution..... | 
| 73880 |  20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72    65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 47  | ......Samples.are.drawn.from.a.G | 
| 738a0 |  61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64  | amma.distribution.with.specified | 
| 738c0 |  20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20    20 20 20 20 20 60 73 68 61 70 65 60 20 28 73 6f  | .parameters,.........`shape`.(so | 
| 738e0 |  6d 65 74 69 6d 65 73 20 64 65 73 69 67 6e 61 74    65 64 20 22 6b 22 29 20 61 6e 64 20 60 73 63 61  | metimes.designated."k").and.`sca | 
| 73900 |  6c 65 60 20 28 73 6f 6d 65 74 69 6d 65 73 20 64    65 73 69 67 6e 61 74 65 64 0a 20 20 20 20 20 20  | le`.(sometimes.designated....... | 
| 73920 |  20 20 22 74 68 65 74 61 22 29 2c 20 77 68 65 72    65 20 62 6f 74 68 20 70 61 72 61 6d 65 74 65 72  | .."theta"),.where.both.parameter | 
| 73940 |  73 20 61 72 65 20 3e 20 30 2e 0a 0a 20 20 20 20    20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20  | s.are.>.0..............note::... | 
| 73960 |  20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f    64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68  | ..........New.code.should.use.th | 
| 73980 |  65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d    2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d 6d 61  | e.`~numpy.random.Generator.gamma | 
| 739a0 |  60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65    74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70  | `.............method.of.a.`~nump | 
| 739c0 |  79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74    6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73  | y.random.Generator`.instance.ins | 
| 739e0 |  74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20    20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65  | tead;.............please.see.the | 
| 73a00 |  20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75    69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20  | .:ref:`random-quick-start`...... | 
| 73a20 |  20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | .....Parameters.........-------- | 
| 73a40 |  2d 2d 0a 20 20 20 20 20 20 20 20 73 68 61 70 65    20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61  | --.........shape.:.float.or.arra | 
| 73a60 |  79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73    0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65  | y_like.of.floats.............The | 
| 73a80 |  20 73 68 61 70 65 20 6f 66 20 74 68 65 20 67 61    6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | .shape.of.the.gamma.distribution | 
| 73aa0 |  2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65    67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20  | ..Must.be.non-negative.......... | 
| 73ac0 |  73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72    20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66  | scale.:.float.or.array_like.of.f | 
| 73ae0 |  6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a    20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20  | loats,.optional.............The. | 
| 73b00 |  73 63 61 6c 65 20 6f 66 20 74 68 65 20 67 61 6d    6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e  | scale.of.the.gamma.distribution. | 
| 73b20 |  20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67    61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 20  | .Must.be.non-negative........... | 
| 73b40 |  20 20 20 44 65 66 61 75 6c 74 20 69 73 20 65 71    75 61 6c 20 74 6f 20 31 2e 0a 20 20 20 20 20 20  | ...Default.is.equal.to.1........ | 
| 73b60 |  20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20    74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f  | ..size.:.int.or.tuple.of.ints,.o | 
| 73b80 |  70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20    20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65  | ptional.............Output.shape | 
| 73ba0 |  2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20    73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20  | ...If.the.given.shape.is,.e.g.,. | 
| 73bc0 |  60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74    68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20  | ``(m,.n,.k)``,.then............. | 
| 73be0 |  60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61    6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e  | ``m.*.n.*.k``.samples.are.drawn. | 
| 73c00 |  20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e    6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c  | ..If.size.is.``None``.(default), | 
| 73c20 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73    69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72  | .............a.single.value.is.r | 
| 73c40 |  65 74 75 72 6e 65 64 20 69 66 20 60 60 73 68 61    70 65 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65  | eturned.if.``shape``.and.``scale | 
| 73c60 |  60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c    61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20  | ``.are.both.scalars............. | 
| 73c80 |  20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70    2e 62 72 6f 61 64 63 61 73 74 28 73 68 61 70 65  | .Otherwise,.``np.broadcast(shape | 
| 73ca0 |  2c 20 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20    73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77  | ,.scale).size``.samples.are.draw | 
| 73cc0 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75    72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | n...........Returns.........---- | 
| 73ce0 |  2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20    3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61  | ---.........out.:.ndarray.or.sca | 
| 73d00 |  6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20    44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72  | lar.............Drawn.samples.fr | 
| 73d20 |  6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72    69 7a 65 64 20 67 61 6d 6d 61 20 64 69 73 74 72  | om.the.parameterized.gamma.distr | 
| 73d40 |  69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20    20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20  | ibution...........See.Also...... | 
| 73d60 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e  | ...--------.........scipy.stats. | 
| 73d80 |  67 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c    69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63  | gamma.:.probability.density.func | 
| 73da0 |  74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69    6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20  | tion,.distribution.or........... | 
| 73dc0 |  20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e    73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65  | ..cumulative.density.function,.e | 
| 73de0 |  74 63 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d  | tc..........random.Generator.gam | 
| 73e00 |  6d 61 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64    20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77  | ma:.which.should.be.used.for.new | 
| 73e20 |  20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20    4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | .code...........Notes.........-- | 
| 73e40 |  2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20    70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73  | ---.........The.probability.dens | 
| 73e60 |  69 74 79 20 66 6f 72 20 74 68 65 20 47 61 6d 6d    61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69  | ity.for.the.Gamma.distribution.i | 
| 73e80 |  73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61    74 68 3a 3a 20 70 28 78 29 20 3d 20 78 5e 7b 6b  | s.............math::.p(x).=.x^{k | 
| 73ea0 |  2d 31 7d 5c 66 72 61 63 7b 65 5e 7b 2d 78 2f 5c    74 68 65 74 61 7d 7d 7b 5c 74 68 65 74 61 5e 6b  | -1}\frac{e^{-x/\theta}}{\theta^k | 
| 73ec0 |  5c 47 61 6d 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20    20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68  | \Gamma(k)},..........where.:math | 
| 73ee0 |  3a 60 6b 60 20 69 73 20 74 68 65 20 73 68 61 70    65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 74 68  | :`k`.is.the.shape.and.:math:`\th | 
| 73f00 |  65 74 61 60 20 74 68 65 20 73 63 61 6c 65 2c 0a    20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d 61 74  | eta`.the.scale,.........and.:mat | 
| 73f20 |  68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68    65 20 47 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e  | h:`\Gamma`.is.the.Gamma.function | 
| 73f40 |  2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47    61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f  | ...........The.Gamma.distributio | 
| 73f60 |  6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20    74 6f 20 6d 6f 64 65 6c 20 74 68 65 20 74 69 6d  | n.is.often.used.to.model.the.tim | 
| 73f80 |  65 73 20 74 6f 20 66 61 69 6c 75 72 65 20 6f 66    0a 20 20 20 20 20 20 20 20 65 6c 65 63 74 72 6f  | es.to.failure.of.........electro | 
| 73fa0 |  6e 69 63 20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20    61 6e 64 20 61 72 69 73 65 73 20 6e 61 74 75 72  | nic.components,.and.arises.natur | 
| 73fc0 |  61 6c 6c 79 20 69 6e 20 70 72 6f 63 65 73 73 65    73 20 66 6f 72 20 77 68 69 63 68 20 74 68 65 0a  | ally.in.processes.for.which.the. | 
| 73fe0 |  20 20 20 20 20 20 20 20 77 61 69 74 69 6e 67 20    74 69 6d 65 73 20 62 65 74 77 65 65 6e 20 50 6f  | ........waiting.times.between.Po | 
| 74000 |  69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 65    64 20 65 76 65 6e 74 73 20 61 72 65 20 72 65 6c  | isson.distributed.events.are.rel | 
| 74020 |  65 76 61 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20    52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20  | evant...........References...... | 
| 74040 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69  | ...----------............[1].Wei | 
| 74060 |  73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20    22 47 61 6d 6d 61 20 44 69 73 74 72 69 62 75 74  | sstein,.Eric.W.."Gamma.Distribut | 
| 74080 |  69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57    6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20  | ion.".From.MathWorld--A......... | 
| 740a0 |  20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57    65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20  | .......Wolfram.Web.Resource..... | 
| 740c0 |  20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70    3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c  | ............http://mathworld.wol | 
| 740e0 |  66 72 61 6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69    73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a  | fram.com/GammaDistribution.html. | 
| 74100 |  20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57    69 6b 69 70 65 64 69 61 2c 20 22 47 61 6d 6d 61  | ...........[2].Wikipedia,."Gamma | 
| 74120 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68  | .distribution",................h | 
| 74140 |  74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65    64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 47 61 6d  | ttps://en.wikipedia.org/wiki/Gam | 
| 74160 |  6d 61 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a    0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65  | ma_distribution..........Example | 
| 74180 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20  | s.........--------.........Draw. | 
| 741a0 |  73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65    20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a  | samples.from.the.distribution:.. | 
| 741c0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 73 68 61 70    65 2c 20 73 63 61 6c 65 20 3d 20 32 2e 2c 20 32  | ........>>>.shape,.scale.=.2.,.2 | 
| 741e0 |  2e 20 20 23 20 6d 65 61 6e 3d 34 2c 20 73 74 64    3d 32 2a 73 71 72 74 28 32 29 0a 20 20 20 20 20  | ...#.mean=4,.std=2*sqrt(2)...... | 
| 74200 |  20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61    6e 64 6f 6d 2e 67 61 6d 6d 61 28 73 68 61 70 65  | ...>>>.s.=.np.random.gamma(shape | 
| 74220 |  2c 20 73 63 61 6c 65 2c 20 31 30 30 30 29 0a 0a    20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20  | ,.scale,.1000)..........Display. | 
| 74240 |  74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66    20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c  | the.histogram.of.the.samples,.al | 
| 74260 |  6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20    20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79  | ong.with.........the.probability | 
| 74280 |  20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f    6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .density.function:..........>>>. | 
| 742a0 |  69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69    62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a  | import.matplotlib.pyplot.as.plt. | 
| 742c0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f    72 74 20 73 63 69 70 79 2e 73 70 65 63 69 61 6c  | ........>>>.import.scipy.special | 
| 742e0 |  20 61 73 20 73 70 73 20 20 23 20 64 6f 63 74 65    73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20  | .as.sps..#.doctest:.+SKIP....... | 
| 74300 |  20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e    73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74  | ..>>>.count,.bins,.ignored.=.plt | 
| 74320 |  2e 68 69 73 74 28 73 2c 20 35 30 2c 20 64 65 6e    73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20  | .hist(s,.50,.density=True)...... | 
| 74340 |  20 20 20 3e 3e 3e 20 79 20 3d 20 62 69 6e 73 2a    2a 28 73 68 61 70 65 2d 31 29 2a 28 6e 70 2e 65  | ...>>>.y.=.bins**(shape-1)*(np.e | 
| 74360 |  78 70 28 2d 62 69 6e 73 2f 73 63 61 6c 65 29 20    2f 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53  | xp(-bins/scale)./..#.doctest:.+S | 
| 74380 |  4b 49 50 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | KIP............................. | 
| 743a0 |  20 20 20 20 20 28 73 70 73 2e 67 61 6d 6d 61 28    73 68 61 70 65 29 2a 73 63 61 6c 65 2a 2a 73 68  | .....(sps.gamma(shape)*scale**sh | 
| 743c0 |  61 70 65 29 29 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c  | ape)).........>>>.plt.plot(bins, | 
| 743e0 |  20 79 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c    20 63 6f 6c 6f 72 3d 27 72 27 29 20 20 23 20 64  | .y,.linewidth=2,.color='r')..#.d | 
| 74400 |  6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68  | octest:.+SKIP.........>>>.plt.sh | 
| 74420 |  6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ow()............................ | 
| 74440 |  0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72    64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 73  | .........standard_gamma(shape,.s | 
| 74460 |  69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20    20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20  | ize=None)..........Draw.samples. | 
| 74480 |  66 72 6f 6d 20 61 20 73 74 61 6e 64 61 72 64 20    47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69  | from.a.standard.Gamma.distributi | 
| 744a0 |  6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d    70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66  | on...........Samples.are.drawn.f | 
| 744c0 |  72 6f 6d 20 61 20 47 61 6d 6d 61 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70  | rom.a.Gamma.distribution.with.sp | 
| 744e0 |  65 63 69 66 69 65 64 20 70 61 72 61 6d 65 74 65    72 73 2c 0a 20 20 20 20 20 20 20 20 73 68 61 70  | ecified.parameters,.........shap | 
| 74500 |  65 20 28 73 6f 6d 65 74 69 6d 65 73 20 64 65 73    69 67 6e 61 74 65 64 20 22 6b 22 29 20 61 6e 64  | e.(sometimes.designated."k").and | 
| 74520 |  20 73 63 61 6c 65 3d 31 2e 0a 0a 20 20 20 20 20    20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20  | .scale=1..............note::.... | 
| 74540 |  20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64    65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65  | .........New.code.should.use.the | 
| 74560 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e    75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65  | .............`~numpy.random.Gene | 
| 74580 |  72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 67    61 6d 6d 61 60 0a 20 20 20 20 20 20 20 20 20 20  | rator.standard_gamma`........... | 
| 745a0 |  20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e  | ..method.of.a.`~numpy.random.Gen | 
| 745c0 |  65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65    20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20  | erator`.instance.instead;....... | 
| 745e0 |  20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65    20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f  | ......please.see.the.:ref:`rando | 
| 74600 |  6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a    0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74  | m-quick-start`...........Paramet | 
| 74620 |  65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73  | ers.........----------.........s | 
| 74640 |  68 61 70 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20    61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c  | hape.:.float.or.array_like.of.fl | 
| 74660 |  6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20    20 50 61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74  | oats.............Parameter,.must | 
| 74680 |  20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65    2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a  | .be.non-negative..........size.: | 
| 746a0 |  20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66    20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a  | .int.or.tuple.of.ints,.optional. | 
| 746c0 |  20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70    75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68  | ............Output.shape...If.th | 
| 746e0 |  65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73    2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c  | e.given.shape.is,.e.g.,.``(m,.n, | 
| 74700 |  20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20    20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20  | .k)``,.then.............``m.*.n. | 
| 74720 |  2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72    65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a  | *.k``.samples.are.drawn...If.siz | 
| 74740 |  65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64    65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20  | e.is.``None``.(default),........ | 
| 74760 |  20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61    6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20  | .....a.single.value.is.returned. | 
| 74780 |  69 66 20 60 60 73 68 61 70 65 60 60 20 69 73 20    61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72  | if.``shape``.is.a.scalar...Other | 
| 747a0 |  77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20    20 20 60 60 6e 70 2e 61 72 72 61 79 28 73 68 61  | wise,.............``np.array(sha | 
| 747c0 |  70 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20  | pe).size``.samples.are.drawn.... | 
| 747e0 |  20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20  | .......Returns.........-------.. | 
| 74800 |  20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61    72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20  | .......out.:.ndarray.or.scalar.. | 
| 74820 |  20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68  | ...........Drawn.samples.from.th | 
| 74840 |  65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20    73 74 61 6e 64 61 72 64 20 67 61 6d 6d 61 20 64  | e.parameterized.standard.gamma.d | 
| 74860 |  69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20    20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20  | istribution...........See.Also.. | 
| 74880 |  20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74  | .......--------.........scipy.st | 
| 748a0 |  61 74 73 2e 67 61 6d 6d 61 20 3a 20 70 72 6f 62    61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20  | ats.gamma.:.probability.density. | 
| 748c0 |  66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69    62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20  | function,.distribution.or....... | 
| 748e0 |  20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65    20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f  | ......cumulative.density.functio | 
| 74900 |  6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 20 20 20    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | n,.etc..........random.Generator | 
| 74920 |  2e 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 3a    20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65  | .standard_gamma:.which.should.be | 
| 74940 |  20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f    64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74  | .used.for.new.code...........Not | 
| 74960 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f  | es.........-----.........The.pro | 
| 74980 |  62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79    20 66 6f 72 20 74 68 65 20 47 61 6d 6d 61 20 64  | bability.density.for.the.Gamma.d | 
| 749a0 |  69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a    20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a  | istribution.is.............math: | 
| 749c0 |  3a 20 70 28 78 29 20 3d 20 78 5e 7b 6b 2d 31 7d    5c 66 72 61 63 7b 65 5e 7b 2d 78 2f 5c 74 68 65  | :.p(x).=.x^{k-1}\frac{e^{-x/\the | 
| 749e0 |  74 61 7d 7d 7b 5c 74 68 65 74 61 5e 6b 5c 47 61    6d 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20 20 20 20  | ta}}{\theta^k\Gamma(k)},........ | 
| 74a00 |  20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6b    60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61  | ..where.:math:`k`.is.the.shape.a | 
| 74a20 |  6e 64 20 3a 6d 61 74 68 3a 60 5c 74 68 65 74 61    60 20 74 68 65 20 73 63 61 6c 65 2c 0a 20 20 20  | nd.:math:`\theta`.the.scale,.... | 
| 74a40 |  20 20 20 20 20 61 6e 64 20 3a 6d 61 74 68 3a 60    5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 47  | .....and.:math:`\Gamma`.is.the.G | 
| 74a60 |  61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a    20 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d  | amma.function...........The.Gamm | 
| 74a80 |  61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69    73 20 6f 66 74 65 6e 20 75 73 65 64 20 74 6f 20  | a.distribution.is.often.used.to. | 
| 74aa0 |  6d 6f 64 65 6c 20 74 68 65 20 74 69 6d 65 73 20    74 6f 20 66 61 69 6c 75 72 65 20 6f 66 0a 20 20  | model.the.times.to.failure.of... | 
| 74ac0 |  20 20 20 20 20 20 65 6c 65 63 74 72 6f 6e 69 63    20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20 61 6e 64  | ......electronic.components,.and | 
| 74ae0 |  20 61 72 69 73 65 73 20 6e 61 74 75 72 61 6c 6c    79 20 69 6e 20 70 72 6f 63 65 73 73 65 73 20 66  | .arises.naturally.in.processes.f | 
| 74b00 |  6f 72 20 77 68 69 63 68 20 74 68 65 0a 20 20 20    20 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d  | or.which.the.........waiting.tim | 
| 74b20 |  65 73 20 62 65 74 77 65 65 6e 20 50 6f 69 73 73    6f 6e 20 64 69 73 74 72 69 62 75 74 65 64 20 65  | es.between.Poisson.distributed.e | 
| 74b40 |  76 65 6e 74 73 20 61 72 65 20 72 65 6c 65 76 61    6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66  | vents.are.relevant...........Ref | 
| 74b60 |  65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | erences.........----------...... | 
| 74b80 |  20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 73 74    65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 47 61  | ......[1].Weisstein,.Eric.W.."Ga | 
| 74ba0 |  6d 6d 61 20 44 69 73 74 72 69 62 75 74 69 6f 6e    2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c  | mma.Distribution.".From.MathWorl | 
| 74bc0 |  64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20  | d--A................Wolfram.Web. | 
| 74be0 |  52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f  | Resource.................http:// | 
| 74c00 |  6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61    6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 72  | mathworld.wolfram.com/GammaDistr | 
| 74c20 |  69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20    20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69  | ibution.html............[2].Wiki | 
| 74c40 |  70 65 64 69 61 2c 20 22 47 61 6d 6d 61 20 64 69    73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20  | pedia,."Gamma.distribution",.... | 
| 74c60 |  20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70    73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61  | ............https://en.wikipedia | 
| 74c80 |  2e 6f 72 67 2f 77 69 6b 69 2f 47 61 6d 6d 61 5f    64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20  | .org/wiki/Gamma_distribution.... | 
| 74ca0 |  20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a  | ......Examples.........--------. | 
| 74cc0 |  20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d    70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69  | ........Draw.samples.from.the.di | 
| 74ce0 |  73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 73 68 61 70 65 2c 20  | stribution:..........>>>.shape,. | 
| 74d00 |  73 63 61 6c 65 20 3d 20 32 2e 2c 20 31 2e 20 23    20 6d 65 61 6e 20 61 6e 64 20 77 69 64 74 68 0a  | scale.=.2.,.1..#.mean.and.width. | 
| 74d20 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20    6e 70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e 64 61  | ........>>>.s.=.np.random.standa | 
| 74d40 |  72 64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20    31 30 30 30 30 30 30 29 0a 0a 20 20 20 20 20 20  | rd_gamma(shape,.1000000)........ | 
| 74d60 |  20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69    73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73  | ..Display.the.histogram.of.the.s | 
| 74d80 |  61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69    74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70  | amples,.along.with.........the.p | 
| 74da0 |  72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69    74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20  | robability.density.function:.... | 
| 74dc0 |  20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74    20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c  | ......>>>.import.matplotlib.pypl | 
| 74de0 |  6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 73 63 69  | ot.as.plt.........>>>.import.sci | 
| 74e00 |  70 79 2e 73 70 65 63 69 61 6c 20 61 73 20 73 70    73 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53  | py.special.as.sps..#.doctest:.+S | 
| 74e20 |  4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e  | KIP.........>>>.count,.bins,.ign | 
| 74e40 |  6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28    73 2c 20 35 30 2c 20 64 65 6e 73 69 74 79 3d 54  | ored.=.plt.hist(s,.50,.density=T | 
| 74e60 |  72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 79 20 3d 20 62 69 6e 73 2a 2a 28 73 68 61 70  | rue).........>>>.y.=.bins**(shap | 
| 74e80 |  65 2d 31 29 20 2a 20 28 28 6e 70 2e 65 78 70 28    2d 62 69 6e 73 2f 73 63 61 6c 65 29 29 2f 20 20  | e-1).*.((np.exp(-bins/scale))/.. | 
| 74ea0 |  23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50    0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20  | #.doctest:.+SKIP................ | 
| 74ec0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 28 73 70 73 2e 67 61 6d 6d 61 28 73 68  | ...................(sps.gamma(sh | 
| 74ee0 |  61 70 65 29 20 2a 20 73 63 61 6c 65 2a 2a 73 68    61 70 65 29 29 0a 20 20 20 20 20 20 20 20 3e 3e  | ape).*.scale**shape)).........>> | 
| 74f00 |  3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c    20 79 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c  | >.plt.plot(bins,.y,.linewidth=2, | 
| 74f20 |  20 63 6f 6c 6f 72 3d 27 72 27 29 20 20 23 20 64    6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20  | .color='r')..#.doctest:.+SKIP... | 
| 74f40 |  20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68    6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00  | ......>>>.plt.show()............ | 
| 74f60 |  0a 20 20 20 20 20 20 20 20 6e 6f 72 6d 61 6c 28    6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31  | .........normal(loc=0.0,.scale=1 | 
| 74f80 |  2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a    20 20 20 20 20 20 20 20 44 72 61 77 20 72 61 6e  | .0,.size=None)..........Draw.ran | 
| 74fa0 |  64 6f 6d 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d    20 61 20 6e 6f 72 6d 61 6c 20 28 47 61 75 73 73  | dom.samples.from.a.normal.(Gauss | 
| 74fc0 |  69 61 6e 29 20 64 69 73 74 72 69 62 75 74 69 6f    6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20  | ian).distribution...........The. | 
| 74fe0 |  70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73    69 74 79 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20  | probability.density.function.of. | 
| 75000 |  74 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72    69 62 75 74 69 6f 6e 2c 20 66 69 72 73 74 0a 20  | the.normal.distribution,.first.. | 
| 75020 |  20 20 20 20 20 20 20 64 65 72 69 76 65 64 20 62    79 20 44 65 20 4d 6f 69 76 72 65 20 61 6e 64 20  | .......derived.by.De.Moivre.and. | 
| 75040 |  32 30 30 20 79 65 61 72 73 20 6c 61 74 65 72 20    62 79 20 62 6f 74 68 20 47 61 75 73 73 20 61 6e  | 200.years.later.by.both.Gauss.an | 
| 75060 |  64 20 4c 61 70 6c 61 63 65 0a 20 20 20 20 20 20    20 20 69 6e 64 65 70 65 6e 64 65 6e 74 6c 79 20  | d.Laplace.........independently. | 
| 75080 |  5b 32 5d 5f 2c 20 69 73 20 6f 66 74 65 6e 20 63    61 6c 6c 65 64 20 74 68 65 20 62 65 6c 6c 20 63  | [2]_,.is.often.called.the.bell.c | 
| 750a0 |  75 72 76 65 20 62 65 63 61 75 73 65 20 6f 66 0a    20 20 20 20 20 20 20 20 69 74 73 20 63 68 61 72  | urve.because.of.........its.char | 
| 750c0 |  61 63 74 65 72 69 73 74 69 63 20 73 68 61 70 65    20 28 73 65 65 20 74 68 65 20 65 78 61 6d 70 6c  | acteristic.shape.(see.the.exampl | 
| 750e0 |  65 20 62 65 6c 6f 77 29 2e 0a 0a 20 20 20 20 20    20 20 20 54 68 65 20 6e 6f 72 6d 61 6c 20 64 69  | e.below)...........The.normal.di | 
| 75100 |  73 74 72 69 62 75 74 69 6f 6e 73 20 6f 63 63 75    72 73 20 6f 66 74 65 6e 20 69 6e 20 6e 61 74 75  | stributions.occurs.often.in.natu | 
| 75120 |  72 65 2e 20 20 46 6f 72 20 65 78 61 6d 70 6c 65    2c 20 69 74 0a 20 20 20 20 20 20 20 20 64 65 73  | re...For.example,.it.........des | 
| 75140 |  63 72 69 62 65 73 20 74 68 65 20 63 6f 6d 6d 6f    6e 6c 79 20 6f 63 63 75 72 72 69 6e 67 20 64 69  | cribes.the.commonly.occurring.di | 
| 75160 |  73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 73 61    6d 70 6c 65 73 20 69 6e 66 6c 75 65 6e 63 65 64  | stribution.of.samples.influenced | 
| 75180 |  0a 20 20 20 20 20 20 20 20 62 79 20 61 20 6c 61    72 67 65 20 6e 75 6d 62 65 72 20 6f 66 20 74 69  | .........by.a.large.number.of.ti | 
| 751a0 |  6e 79 2c 20 72 61 6e 64 6f 6d 20 64 69 73 74 75    72 62 61 6e 63 65 73 2c 20 65 61 63 68 20 77 69  | ny,.random.disturbances,.each.wi | 
| 751c0 |  74 68 20 69 74 73 20 6f 77 6e 0a 20 20 20 20 20    20 20 20 75 6e 69 71 75 65 20 64 69 73 74 72 69  | th.its.own.........unique.distri | 
| 751e0 |  62 75 74 69 6f 6e 20 5b 32 5d 5f 2e 0a 0a 20 20    20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a  | bution.[2]_..............note::. | 
| 75200 |  20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20    63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20  | ............New.code.should.use. | 
| 75220 |  74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 72  | the.`~numpy.random.Generator.nor | 
| 75240 |  6d 61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20    20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e  | mal`.............method.of.a.`~n | 
| 75260 |  75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20  | umpy.random.Generator`.instance. | 
| 75280 |  69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20    20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20  | instead;.............please.see. | 
| 752a0 |  74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d    2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a  | the.:ref:`random-quick-start`... | 
| 752c0 |  20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65    72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ........Parameters.........----- | 
| 752e0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f    63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72  | -----.........loc.:.float.or.arr | 
| 75300 |  61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74    73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 65  | ay_like.of.floats.............Me | 
| 75320 |  61 6e 20 28 22 63 65 6e 74 72 65 22 29 20 6f 66    20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f  | an.("centre").of.the.distributio | 
| 75340 |  6e 2e 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65    20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61  | n..........scale.:.float.or.arra | 
| 75360 |  79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73    0a 20 20 20 20 20 20 20 20 20 20 20 20 53 74 61  | y_like.of.floats.............Sta | 
| 75380 |  6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20    28 73 70 72 65 61 64 20 6f 72 20 22 77 69 64 74  | ndard.deviation.(spread.or."widt | 
| 753a0 |  68 22 29 20 6f 66 20 74 68 65 20 64 69 73 74 72    69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65  | h").of.the.distribution..Must.be | 
| 753c0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 6f 6e    2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20  | .............non-negative....... | 
| 753e0 |  20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72    20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20  | ...size.:.int.or.tuple.of.ints,. | 
| 75400 |  6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20    20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70  | optional.............Output.shap | 
| 75420 |  65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e    20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c  | e...If.the.given.shape.is,.e.g., | 
| 75440 |  20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20    74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20  | .``(m,.n,.k)``,.then............ | 
| 75460 |  20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | .``m.*.n.*.k``.samples.are.drawn | 
| 75480 |  2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60    4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29  | ...If.size.is.``None``.(default) | 
| 754a0 |  2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20    73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20  | ,.............a.single.value.is. | 
| 754c0 |  72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f    63 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60  | returned.if.``loc``.and.``scale` | 
| 754e0 |  60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61    72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20  | `.are.both.scalars.............. | 
| 75500 |  4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e    62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73  | Otherwise,.``np.broadcast(loc,.s | 
| 75520 |  63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d    70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a  | cale).size``.samples.are.drawn.. | 
| 75540 |  0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73    0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d  | .........Returns.........------- | 
| 75560 |  0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e    64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72  | .........out.:.ndarray.or.scalar | 
| 75580 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61    77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20  | .............Drawn.samples.from. | 
| 755a0 |  74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65    64 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62  | the.parameterized.normal.distrib | 
| 755c0 |  75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20    53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20  | ution...........See.Also........ | 
| 755e0 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6e 6f  | .--------.........scipy.stats.no | 
| 75600 |  72 6d 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79    20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f  | rm.:.probability.density.functio | 
| 75620 |  6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20    6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63  | n,.distribution.or.............c | 
| 75640 |  75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74    79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e  | umulative.density.function,.etc. | 
| 75660 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e    47 65 6e 65 72 61 74 6f 72 2e 6e 6f 72 6d 61 6c  | .........random.Generator.normal | 
| 75680 |  3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62    65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63  | :.which.should.be.used.for.new.c | 
| 756a0 |  6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f    74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | ode...........Notes.........---- | 
| 756c0 |  2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72    6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74  | -.........The.probability.densit | 
| 756e0 |  79 20 66 6f 72 20 74 68 65 20 47 61 75 73 73 69    61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20  | y.for.the.Gaussian.distribution. | 
| 75700 |  69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d    61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72  | is.............math::.p(x).=.\fr | 
| 75720 |  61 63 7b 31 7d 7b 5c 73 71 72 74 7b 20 32 20 5c    70 69 20 5c 73 69 67 6d 61 5e 32 20 7d 7d 0a 20  | ac{1}{\sqrt{.2.\pi.\sigma^2.}}.. | 
| 75740 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 65 5e 7b 20 2d 20 5c 66  | ........................e^{.-.\f | 
| 75760 |  72 61 63 7b 20 28 78 20 2d 20 5c 6d 75 29 5e 32    20 7d 20 7b 32 20 5c 73 69 67 6d 61 5e 32 7d 20  | rac{.(x.-.\mu)^2.}.{2.\sigma^2}. | 
| 75780 |  7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72    65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 73  | },..........where.:math:`\mu`.is | 
| 757a0 |  20 74 68 65 20 6d 65 61 6e 20 61 6e 64 20 3a 6d    61 74 68 3a 60 5c 73 69 67 6d 61 60 20 74 68 65  | .the.mean.and.:math:`\sigma`.the | 
| 757c0 |  20 73 74 61 6e 64 61 72 64 0a 20 20 20 20 20 20    20 20 64 65 76 69 61 74 69 6f 6e 2e 20 54 68 65  | .standard.........deviation..The | 
| 757e0 |  20 73 71 75 61 72 65 20 6f 66 20 74 68 65 20 73    74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f  | .square.of.the.standard.deviatio | 
| 75800 |  6e 2c 20 3a 6d 61 74 68 3a 60 5c 73 69 67 6d 61    5e 32 60 2c 0a 20 20 20 20 20 20 20 20 69 73 20  | n,.:math:`\sigma^2`,.........is. | 
| 75820 |  63 61 6c 6c 65 64 20 74 68 65 20 76 61 72 69 61    6e 63 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68  | called.the.variance...........Th | 
| 75840 |  65 20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 69    74 73 20 70 65 61 6b 20 61 74 20 74 68 65 20 6d  | e.function.has.its.peak.at.the.m | 
| 75860 |  65 61 6e 2c 20 61 6e 64 20 69 74 73 20 22 73 70    72 65 61 64 22 20 69 6e 63 72 65 61 73 65 73 20  | ean,.and.its."spread".increases. | 
| 75880 |  77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65    20 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74  | with.........the.standard.deviat | 
| 758a0 |  69 6f 6e 20 28 74 68 65 20 66 75 6e 63 74 69 6f    6e 20 72 65 61 63 68 65 73 20 30 2e 36 30 37 20  | ion.(the.function.reaches.0.607. | 
| 758c0 |  74 69 6d 65 73 20 69 74 73 20 6d 61 78 69 6d 75    6d 20 61 74 0a 20 20 20 20 20 20 20 20 3a 6d 61  | times.its.maximum.at.........:ma | 
| 758e0 |  74 68 3a 60 78 20 2b 20 5c 73 69 67 6d 61 60 20    61 6e 64 20 3a 6d 61 74 68 3a 60 78 20 2d 20 5c  | th:`x.+.\sigma`.and.:math:`x.-.\ | 
| 75900 |  73 69 67 6d 61 60 20 5b 32 5d 5f 29 2e 20 20 54    68 69 73 20 69 6d 70 6c 69 65 73 20 74 68 61 74  | sigma`.[2]_)...This.implies.that | 
| 75920 |  0a 20 20 20 20 20 20 20 20 6e 6f 72 6d 61 6c 20    69 73 20 6d 6f 72 65 20 6c 69 6b 65 6c 79 20 74  | .........normal.is.more.likely.t | 
| 75940 |  6f 20 72 65 74 75 72 6e 20 73 61 6d 70 6c 65 73    20 6c 79 69 6e 67 20 63 6c 6f 73 65 20 74 6f 20  | o.return.samples.lying.close.to. | 
| 75960 |  74 68 65 20 6d 65 61 6e 2c 20 72 61 74 68 65 72    0a 20 20 20 20 20 20 20 20 74 68 61 6e 20 74 68  | the.mean,.rather.........than.th | 
| 75980 |  6f 73 65 20 66 61 72 20 61 77 61 79 2e 0a 0a 20    20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65  | ose.far.away...........Reference | 
| 759a0 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20  | s.........----------............ | 
| 759c0 |  5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22    4e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74  | [1].Wikipedia,."Normal.distribut | 
| 759e0 |  69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e  | ion",................https://en. | 
| 75a00 |  77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69    6b 69 2f 4e 6f 72 6d 61 6c 5f 64 69 73 74 72 69  | wikipedia.org/wiki/Normal_distri | 
| 75a20 |  62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 2e    2e 20 5b 32 5d 20 50 2e 20 52 2e 20 50 65 65 62  | bution............[2].P..R..Peeb | 
| 75a40 |  6c 65 73 20 4a 72 2e 2c 20 22 43 65 6e 74 72 61    6c 20 4c 69 6d 69 74 20 54 68 65 6f 72 65 6d 22  | les.Jr.,."Central.Limit.Theorem" | 
| 75a60 |  20 69 6e 20 22 50 72 6f 62 61 62 69 6c 69 74 79    2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .in."Probability,............... | 
| 75a80 |  20 52 61 6e 64 6f 6d 20 56 61 72 69 61 62 6c 65    73 20 61 6e 64 20 52 61 6e 64 6f 6d 20 53 69 67  | .Random.Variables.and.Random.Sig | 
| 75aa0 |  6e 61 6c 20 50 72 69 6e 63 69 70 6c 65 73 22 2c    20 34 74 68 20 65 64 2e 2c 20 32 30 30 31 2c 0a  | nal.Principles",.4th.ed.,.2001,. | 
| 75ac0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 70    70 2e 20 35 31 2c 20 35 31 2c 20 31 32 35 2e 0a  | ...............pp..51,.51,.125.. | 
| 75ae0 |  0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65    73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .........Examples.........------ | 
| 75b00 |  2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65  | --.........Draw.samples.from.the | 
| 75b20 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 2c 20  | .distribution:..........>>>.mu,. | 
| 75b40 |  73 69 67 6d 61 20 3d 20 30 2c 20 30 2e 31 20 23    20 6d 65 61 6e 20 61 6e 64 20 73 74 61 6e 64 61  | sigma.=.0,.0.1.#.mean.and.standa | 
| 75b60 |  72 64 20 64 65 76 69 61 74 69 6f 6e 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e  | rd.deviation.........>>>.s.=.np. | 
| 75b80 |  72 61 6e 64 6f 6d 2e 6e 6f 72 6d 61 6c 28 6d 75    2c 20 73 69 67 6d 61 2c 20 31 30 30 30 29 0a 0a  | random.normal(mu,.sigma,.1000).. | 
| 75ba0 |  20 20 20 20 20 20 20 20 56 65 72 69 66 79 20 74    68 65 20 6d 65 61 6e 20 61 6e 64 20 74 68 65 20  | ........Verify.the.mean.and.the. | 
| 75bc0 |  76 61 72 69 61 6e 63 65 3a 0a 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 61 62 73 28 6d 75 20 2d 20  | variance:..........>>>.abs(mu.-. | 
| 75be0 |  6e 70 2e 6d 65 61 6e 28 73 29 29 0a 20 20 20 20    20 20 20 20 30 2e 30 20 20 23 20 6d 61 79 20 76  | np.mean(s)).........0.0..#.may.v | 
| 75c00 |  61 72 79 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 61 62 73 28 73 69 67 6d 61 20 2d 20 6e 70 2e  | ary..........>>>.abs(sigma.-.np. | 
| 75c20 |  73 74 64 28 73 2c 20 64 64 6f 66 3d 31 29 29 0a    20 20 20 20 20 20 20 20 30 2e 31 20 20 23 20 6d  | std(s,.ddof=1)).........0.1..#.m | 
| 75c40 |  61 79 20 76 61 72 79 0a 0a 20 20 20 20 20 20 20    20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73  | ay.vary..........Display.the.his | 
| 75c60 |  74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61    6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74  | togram.of.the.samples,.along.wit | 
| 75c80 |  68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72    6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74  | h.........the.probability.densit | 
| 75ca0 |  79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20  | y.function:..........>>>.import. | 
| 75cc0 |  6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f    74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20  | matplotlib.pyplot.as.plt........ | 
| 75ce0 |  20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73    2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e  | .>>>.count,.bins,.ignored.=.plt. | 
| 75d00 |  68 69 73 74 28 73 2c 20 33 30 2c 20 64 65 6e 73    69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20  | hist(s,.30,.density=True)....... | 
| 75d20 |  20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62    69 6e 73 2c 20 31 2f 28 73 69 67 6d 61 20 2a 20  | ..>>>.plt.plot(bins,.1/(sigma.*. | 
| 75d40 |  6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70    69 29 29 20 2a 0a 20 20 20 20 20 20 20 20 2e 2e  | np.sqrt(2.*.np.pi)).*........... | 
| 75d60 |  2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 6e 70 2e 65 78 70 28 20 2d 20 28 62 69 6e 73  | .................np.exp(.-.(bins | 
| 75d80 |  20 2d 20 6d 75 29 2a 2a 32 20 2f 20 28 32 20 2a    20 73 69 67 6d 61 2a 2a 32 29 20 29 2c 0a 20 20  | .-.mu)**2./.(2.*.sigma**2).),... | 
| 75da0 |  20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20    20 20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20  | ...................linewidth=2,. | 
| 75dc0 |  63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28  | color='r').........>>>.plt.show( | 
| 75de0 |  29 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 2d 62    79 2d 66 6f 75 72 20 61 72 72 61 79 20 6f 66 20  | )..........Two-by-four.array.of. | 
| 75e00 |  73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65    20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75  | samples.from.the.normal.distribu | 
| 75e20 |  74 69 6f 6e 20 77 69 74 68 0a 20 20 20 20 20 20    20 20 6d 65 61 6e 20 33 20 61 6e 64 20 73 74 61  | tion.with.........mean.3.and.sta | 
| 75e40 |  6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20    32 2e 35 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e  | ndard.deviation.2.5:..........>> | 
| 75e60 |  3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6e 6f 72 6d    61 6c 28 33 2c 20 32 2e 35 2c 20 73 69 7a 65 3d  | >.np.random.normal(3,.2.5,.size= | 
| 75e80 |  28 32 2c 20 34 29 29 0a 20 20 20 20 20 20 20 20    61 72 72 61 79 28 5b 5b 2d 34 2e 34 39 34 30 31  | (2,.4)).........array([[-4.49401 | 
| 75ea0 |  35 30 31 2c 20 20 34 2e 30 30 39 35 30 30 33 34    2c 20 2d 31 2e 38 31 38 31 34 38 36 37 2c 20 20  | 501,..4.00950034,.-1.81814867,.. | 
| 75ec0 |  37 2e 32 39 37 31 38 36 37 37 5d 2c 20 20 20 23    20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20  | 7.29718677],...#.random......... | 
| 75ee0 |  20 20 20 20 20 20 20 5b 20 30 2e 33 39 39 32 34    38 30 34 2c 20 20 34 2e 36 38 34 35 36 33 31 36  | .......[.0.39924804,..4.68456316 | 
| 75f00 |  2c 20 20 34 2e 39 39 33 39 34 35 32 39 2c 20 20    34 2e 38 34 30 35 37 32 35 34 5d 5d 29 20 20 23  | ,..4.99394529,..4.84057254]])..# | 
| 75f20 |  20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20    20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .random......................... | 
| 75f40 |  0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72    64 5f 6e 6f 72 6d 61 6c 28 73 69 7a 65 3d 4e 6f  | .........standard_normal(size=No | 
| 75f60 |  6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61    77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61  | ne)..........Draw.samples.from.a | 
| 75f80 |  20 73 74 61 6e 64 61 72 64 20 4e 6f 72 6d 61 6c    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 6d  | .standard.Normal.distribution.(m | 
| 75fa0 |  65 61 6e 3d 30 2c 20 73 74 64 65 76 3d 31 29 2e    0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74  | ean=0,.stdev=1)..............not | 
| 75fc0 |  65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20    4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20  | e::.............New.code.should. | 
| 75fe0 |  75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20 20    20 20 20 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64  | use.the.............`~numpy.rand | 
| 76000 |  6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61    6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 60 0a 20 20  | om.Generator.standard_normal`... | 
| 76020 |  20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64    20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61  | ..........method.of.a.`~numpy.ra | 
| 76040 |  6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20    69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64  | ndom.Generator`.instance.instead | 
| 76060 |  3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c    65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65  | ;.............please.see.the.:re | 
| 76080 |  66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d    73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20  | f:`random-quick-start`.......... | 
| 760a0 |  20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20    20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20  | .Parameters.........----------.. | 
| 760c0 |  20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e    74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e  | .......size.:.int.or.tuple.of.in | 
| 760e0 |  74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20    20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20  | ts,.optional.............Output. | 
| 76100 |  73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67    69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65  | shape...If.the.given.shape.is,.e | 
| 76120 |  2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29    60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20  | .g.,.``(m,.n,.k)``,.then........ | 
| 76140 |  20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b    60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64  | .....``m.*.n.*.k``.samples.are.d | 
| 76160 |  72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69    73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68  | rawn...Default.is.None,.in.which | 
| 76180 |  20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20    20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65  | .case.a.............single.value | 
| 761a0 |  20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 0a 20    20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20  | .is.returned...........Returns.. | 
| 761c0 |  20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 6f 75 74 20 3a 20 66 6c 6f  | .......-------.........out.:.flo | 
| 761e0 |  61 74 20 6f 72 20 6e 64 61 72 72 61 79 0a 20 20    20 20 20 20 20 20 20 20 20 20 41 20 66 6c 6f 61  | at.or.ndarray.............A.floa | 
| 76200 |  74 69 6e 67 2d 70 6f 69 6e 74 20 61 72 72 61 79    20 6f 66 20 73 68 61 70 65 20 60 60 73 69 7a 65  | ting-point.array.of.shape.``size | 
| 76220 |  60 60 20 6f 66 20 64 72 61 77 6e 20 73 61 6d 70    6c 65 73 2c 20 6f 72 20 61 0a 20 20 20 20 20 20  | ``.of.drawn.samples,.or.a....... | 
| 76240 |  20 20 20 20 20 20 73 69 6e 67 6c 65 20 73 61 6d    70 6c 65 20 69 66 20 60 60 73 69 7a 65 60 60 20  | ......single.sample.if.``size``. | 
| 76260 |  77 61 73 20 6e 6f 74 20 73 70 65 63 69 66 69 65    64 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20  | was.not.specified...........See. | 
| 76280 |  41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 6f  | Also.........--------.........no | 
| 762a0 |  72 6d 61 6c 20 3a 0a 20 20 20 20 20 20 20 20 20    20 20 20 45 71 75 69 76 61 6c 65 6e 74 20 66 75  | rmal.:.............Equivalent.fu | 
| 762c0 |  6e 63 74 69 6f 6e 20 77 69 74 68 20 61 64 64 69    74 69 6f 6e 61 6c 20 60 60 6c 6f 63 60 60 20 61  | nction.with.additional.``loc``.a | 
| 762e0 |  6e 64 20 60 60 73 63 61 6c 65 60 60 20 61 72 67    75 6d 65 6e 74 73 0a 20 20 20 20 20 20 20 20 20  | nd.``scale``.arguments.......... | 
| 76300 |  20 20 20 66 6f 72 20 73 65 74 74 69 6e 67 20 74    68 65 20 6d 65 61 6e 20 61 6e 64 20 73 74 61 6e  | ...for.setting.the.mean.and.stan | 
| 76320 |  64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2e 0a    20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47  | dard.deviation..........random.G | 
| 76340 |  65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72    64 5f 6e 6f 72 6d 61 6c 3a 20 77 68 69 63 68 20  | enerator.standard_normal:.which. | 
| 76360 |  73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66    6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20  | should.be.used.for.new.code..... | 
| 76380 |  20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20    20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | ......Notes.........-----....... | 
| 763a0 |  20 20 46 6f 72 20 72 61 6e 64 6f 6d 20 73 61 6d    70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 6e 6f  | ..For.random.samples.from.the.no | 
| 763c0 |  72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 77 69 74 68 20 6d 65 61 6e 20 60 60 6d 75  | rmal.distribution.with.mean.``mu | 
| 763e0 |  60 60 20 61 6e 64 0a 20 20 20 20 20 20 20 20 73    74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f  | ``.and.........standard.deviatio | 
| 76400 |  6e 20 60 60 73 69 67 6d 61 60 60 2c 20 75 73 65    20 6f 6e 65 20 6f 66 3a 3a 0a 0a 20 20 20 20 20  | n.``sigma``,.use.one.of::....... | 
| 76420 |  20 20 20 20 20 20 20 6d 75 20 2b 20 73 69 67 6d    61 20 2a 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74  | .......mu.+.sigma.*.np.random.st | 
| 76440 |  61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 28 73 69    7a 65 3d 2e 2e 2e 29 0a 20 20 20 20 20 20 20 20  | andard_normal(size=...)......... | 
| 76460 |  20 20 20 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6e 6f    72 6d 61 6c 28 6d 75 2c 20 73 69 67 6d 61 2c 20  | ....np.random.normal(mu,.sigma,. | 
| 76480 |  73 69 7a 65 3d 2e 2e 2e 29 0a 0a 20 20 20 20 20    20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20  | size=...)..........Examples..... | 
| 764a0 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64  | ....--------.........>>>.np.rand | 
| 764c0 |  6f 6d 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d    61 6c 28 29 0a 20 20 20 20 20 20 20 20 32 2e 31  | om.standard_normal().........2.1 | 
| 764e0 |  39 32 33 38 37 35 33 33 35 35 33 37 33 31 35 20    23 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20  | 923875335537315.#random......... | 
| 76500 |  20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64    6f 6d 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d  | .>>>.s.=.np.random.standard_norm | 
| 76520 |  61 6c 28 38 30 30 30 29 0a 20 20 20 20 20 20 20    20 3e 3e 3e 20 73 0a 20 20 20 20 20 20 20 20 61  | al(8000).........>>>.s.........a | 
| 76540 |  72 72 61 79 28 5b 20 30 2e 36 38 38 38 38 39 33    20 2c 20 20 30 2e 37 38 30 39 36 32 36 32 2c 20  | rray([.0.6888893.,..0.78096262,. | 
| 76560 |  2d 30 2e 38 39 30 38 36 35 30 35 2c 20 2e 2e 2e    2c 20 20 30 2e 34 39 38 37 36 33 31 31 2c 20 20  | -0.89086505,....,..0.49876311,.. | 
| 76580 |  23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 2d 30 2e 33 38 36 37 32  | #.random................-0.38672 | 
| 765a0 |  36 39 36 2c 20 2d 30 2e 34 36 38 35 30 30 36 20    5d 29 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | 696,.-0.4685006.]).............. | 
| 765c0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20  | ..................#.random...... | 
| 765e0 |  20 20 20 3e 3e 3e 20 73 2e 73 68 61 70 65 0a 20    20 20 20 20 20 20 20 28 38 30 30 30 2c 29 0a 20  | ...>>>.s.shape.........(8000,).. | 
| 76600 |  20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e    70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e 64 61 72  | .......>>>.s.=.np.random.standar | 
| 76620 |  64 5f 6e 6f 72 6d 61 6c 28 73 69 7a 65 3d 28 33    2c 20 34 2c 20 32 29 29 0a 20 20 20 20 20 20 20  | d_normal(size=(3,.4,.2))........ | 
| 76640 |  20 3e 3e 3e 20 73 2e 73 68 61 70 65 0a 20 20 20    20 20 20 20 20 28 33 2c 20 34 2c 20 32 29 0a 0a  | .>>>.s.shape.........(3,.4,.2).. | 
| 76660 |  20 20 20 20 20 20 20 20 54 77 6f 2d 62 79 2d 66    6f 75 72 20 61 72 72 61 79 20 6f 66 20 73 61 6d  | ........Two-by-four.array.of.sam | 
| 76680 |  70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 6e 6f    72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f  | ples.from.the.normal.distributio | 
| 766a0 |  6e 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 6d    65 61 6e 20 33 20 61 6e 64 20 73 74 61 6e 64 61  | n.with.........mean.3.and.standa | 
| 766c0 |  72 64 20 64 65 76 69 61 74 69 6f 6e 20 32 2e 35    3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 33  | rd.deviation.2.5:..........>>>.3 | 
| 766e0 |  20 2b 20 32 2e 35 20 2a 20 6e 70 2e 72 61 6e 64    6f 6d 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d  | .+.2.5.*.np.random.standard_norm | 
| 76700 |  61 6c 28 73 69 7a 65 3d 28 32 2c 20 34 29 29 0a    20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b  | al(size=(2,.4)).........array([[ | 
| 76720 |  2d 34 2e 34 39 34 30 31 35 30 31 2c 20 20 34 2e    30 30 39 35 30 30 33 34 2c 20 2d 31 2e 38 31 38  | -4.49401501,..4.00950034,.-1.818 | 
| 76740 |  31 34 38 36 37 2c 20 20 37 2e 32 39 37 31 38 36    37 37 5d 2c 20 20 20 23 20 72 61 6e 64 6f 6d 0a  | 14867,..7.29718677],...#.random. | 
| 76760 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b    20 30 2e 33 39 39 32 34 38 30 34 2c 20 20 34 2e  | ...............[.0.39924804,..4. | 
| 76780 |  36 38 34 35 36 33 31 36 2c 20 20 34 2e 39 39 33    39 34 35 32 39 2c 20 20 34 2e 38 34 30 35 37 32  | 68456316,..4.99394529,..4.840572 | 
| 767a0 |  35 34 5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a    0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00  | 54]])..#.random................. | 
| 767c0 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 5f    69 6e 74 65 67 65 72 73 28 6c 6f 77 2c 20 68 69  | .........random_integers(low,.hi | 
| 767e0 |  67 68 3d 4e 6f 6e 65 2c 20 73 69 7a 65 3d 4e 6f    6e 65 29 0a 0a 20 20 20 20 20 20 20 20 52 61 6e  | gh=None,.size=None)..........Ran | 
| 76800 |  64 6f 6d 20 69 6e 74 65 67 65 72 73 20 6f 66 20    74 79 70 65 20 60 6e 70 2e 69 6e 74 5f 60 20 62  | dom.integers.of.type.`np.int_`.b | 
| 76820 |  65 74 77 65 65 6e 20 60 6c 6f 77 60 20 61 6e 64    20 60 68 69 67 68 60 2c 20 69 6e 63 6c 75 73 69  | etween.`low`.and.`high`,.inclusi | 
| 76840 |  76 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74    75 72 6e 20 72 61 6e 64 6f 6d 20 69 6e 74 65 67  | ve...........Return.random.integ | 
| 76860 |  65 72 73 20 6f 66 20 74 79 70 65 20 60 6e 70 2e    69 6e 74 5f 60 20 66 72 6f 6d 20 74 68 65 20 22  | ers.of.type.`np.int_`.from.the." | 
| 76880 |  64 69 73 63 72 65 74 65 20 75 6e 69 66 6f 72 6d    22 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69  | discrete.uniform".........distri | 
| 768a0 |  62 75 74 69 6f 6e 20 69 6e 20 74 68 65 20 63 6c    6f 73 65 64 20 69 6e 74 65 72 76 61 6c 20 5b 60  | bution.in.the.closed.interval.[` | 
| 768c0 |  6c 6f 77 60 2c 20 60 68 69 67 68 60 5d 2e 20 20    49 66 20 60 68 69 67 68 60 20 69 73 0a 20 20 20  | low`,.`high`]...If.`high`.is.... | 
| 768e0 |  20 20 20 20 20 4e 6f 6e 65 20 28 74 68 65 20 64    65 66 61 75 6c 74 29 2c 20 74 68 65 6e 20 72 65  | .....None.(the.default),.then.re | 
| 76900 |  73 75 6c 74 73 20 61 72 65 20 66 72 6f 6d 20 5b    31 2c 20 60 6c 6f 77 60 5d 2e 20 54 68 65 20 60  | sults.are.from.[1,.`low`]..The.` | 
| 76920 |  6e 70 2e 69 6e 74 5f 60 0a 20 20 20 20 20 20 20    20 74 79 70 65 20 74 72 61 6e 73 6c 61 74 65 73  | np.int_`.........type.translates | 
| 76940 |  20 74 6f 20 74 68 65 20 43 20 6c 6f 6e 67 20 69    6e 74 65 67 65 72 20 74 79 70 65 20 61 6e 64 20  | .to.the.C.long.integer.type.and. | 
| 76960 |  69 74 73 20 70 72 65 63 69 73 69 6f 6e 0a 20 20    20 20 20 20 20 20 69 73 20 70 6c 61 74 66 6f 72  | its.precision.........is.platfor | 
| 76980 |  6d 20 64 65 70 65 6e 64 65 6e 74 2e 0a 0a 20 20    20 20 20 20 20 20 54 68 69 73 20 66 75 6e 63 74  | m.dependent...........This.funct | 
| 769a0 |  69 6f 6e 20 68 61 73 20 62 65 65 6e 20 64 65 70    72 65 63 61 74 65 64 2e 20 55 73 65 20 72 61 6e  | ion.has.been.deprecated..Use.ran | 
| 769c0 |  64 69 6e 74 20 69 6e 73 74 65 61 64 2e 0a 0a 20    20 20 20 20 20 20 20 2e 2e 20 64 65 70 72 65 63  | dint.instead..............deprec | 
| 769e0 |  61 74 65 64 3a 3a 20 31 2e 31 31 2e 30 0a 0a 20    20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72  | ated::.1.11.0..........Parameter | 
| 76a00 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 77  | s.........----------.........low | 
| 76a20 |  20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 20    20 20 20 4c 6f 77 65 73 74 20 28 73 69 67 6e 65  | .:.int.............Lowest.(signe | 
| 76a40 |  64 29 20 69 6e 74 65 67 65 72 20 74 6f 20 62 65    20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 20  | d).integer.to.be.drawn.from.the. | 
| 76a60 |  64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 75 6e    6c 65 73 73 0a 20 20 20 20 20 20 20 20 20 20 20  | distribution.(unless............ | 
| 76a80 |  20 60 60 68 69 67 68 3d 4e 6f 6e 65 60 60 2c 20    69 6e 20 77 68 69 63 68 20 63 61 73 65 20 74 68  | .``high=None``,.in.which.case.th | 
| 76aa0 |  69 73 20 70 61 72 61 6d 65 74 65 72 20 69 73 20    74 68 65 20 2a 68 69 67 68 65 73 74 2a 20 73 75  | is.parameter.is.the.*highest*.su | 
| 76ac0 |  63 68 0a 20 20 20 20 20 20 20 20 20 20 20 20 69    6e 74 65 67 65 72 29 2e 0a 20 20 20 20 20 20 20  | ch.............integer)......... | 
| 76ae0 |  20 68 69 67 68 20 3a 20 69 6e 74 2c 20 6f 70 74    69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20  | .high.:.int,.optional........... | 
| 76b00 |  20 20 49 66 20 70 72 6f 76 69 64 65 64 2c 20 74    68 65 20 6c 61 72 67 65 73 74 20 28 73 69 67 6e  | ..If.provided,.the.largest.(sign | 
| 76b20 |  65 64 29 20 69 6e 74 65 67 65 72 20 74 6f 20 62    65 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65  | ed).integer.to.be.drawn.from.the | 
| 76b40 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 28 73 65 65 20 61  | .............distribution.(see.a | 
| 76b60 |  62 6f 76 65 20 66 6f 72 20 62 65 68 61 76 69 6f    72 20 69 66 20 60 60 68 69 67 68 3d 4e 6f 6e 65  | bove.for.behavior.if.``high=None | 
| 76b80 |  60 60 29 2e 0a 20 20 20 20 20 20 20 20 73 69 7a    65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65  | ``)..........size.:.int.or.tuple | 
| 76ba0 |  20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e    61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f  | .of.ints,.optional.............O | 
| 76bc0 |  75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66    20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65  | utput.shape...If.the.given.shape | 
| 76be0 |  20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c    20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20  | .is,.e.g.,.``(m,.n,.k)``,.then.. | 
| 76c00 |  20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a    20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73  | ...........``m.*.n.*.k``.samples | 
| 76c20 |  20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66    61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e  | .are.drawn...Default.is.None,.in | 
| 76c40 |  20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20    20 20 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65  | .which.case.a.............single | 
| 76c60 |  20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e    65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74  | .value.is.returned...........Ret | 
| 76c80 |  75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74  | urns.........-------.........out | 
| 76ca0 |  20 3a 20 69 6e 74 20 6f 72 20 6e 64 61 72 72 61    79 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20  | .:.int.or.ndarray.of.ints....... | 
| 76cc0 |  20 20 20 20 20 20 60 73 69 7a 65 60 2d 73 68 61    70 65 64 20 61 72 72 61 79 20 6f 66 20 72 61 6e  | ......`size`-shaped.array.of.ran | 
| 76ce0 |  64 6f 6d 20 69 6e 74 65 67 65 72 73 20 66 72 6f    6d 20 74 68 65 20 61 70 70 72 6f 70 72 69 61 74  | dom.integers.from.the.appropriat | 
| 76d00 |  65 0a 20 20 20 20 20 20 20 20 20 20 20 20 64 69    73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72 20 61  | e.............distribution,.or.a | 
| 76d20 |  20 73 69 6e 67 6c 65 20 73 75 63 68 20 72 61 6e    64 6f 6d 20 69 6e 74 20 69 66 20 60 73 69 7a 65  | .single.such.random.int.if.`size | 
| 76d40 |  60 20 6e 6f 74 20 70 72 6f 76 69 64 65 64 2e 0a    0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73  | `.not.provided...........See.Als | 
| 76d60 |  6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 69  | o.........--------.........randi | 
| 76d80 |  6e 74 20 3a 20 53 69 6d 69 6c 61 72 20 74 6f 20    60 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73  | nt.:.Similar.to.`random_integers | 
| 76da0 |  60 2c 20 6f 6e 6c 79 20 66 6f 72 20 74 68 65 20    68 61 6c 66 2d 6f 70 65 6e 0a 20 20 20 20 20 20  | `,.only.for.the.half-open....... | 
| 76dc0 |  20 20 20 20 20 20 69 6e 74 65 72 76 61 6c 20 5b    60 6c 6f 77 60 2c 20 60 68 69 67 68 60 29 2c 20  | ......interval.[`low`,.`high`),. | 
| 76de0 |  61 6e 64 20 30 20 69 73 20 74 68 65 20 6c 6f 77    65 73 74 20 76 61 6c 75 65 20 69 66 20 60 68 69  | and.0.is.the.lowest.value.if.`hi | 
| 76e00 |  67 68 60 20 69 73 0a 20 20 20 20 20 20 20 20 20    20 20 20 6f 6d 69 74 74 65 64 2e 0a 0a 20 20 20  | gh`.is.............omitted...... | 
| 76e20 |  20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20    20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20  | .....Notes.........-----........ | 
| 76e40 |  20 54 6f 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20    4e 20 65 76 65 6e 6c 79 20 73 70 61 63 65 64 20  | .To.sample.from.N.evenly.spaced. | 
| 76e60 |  66 6c 6f 61 74 69 6e 67 2d 70 6f 69 6e 74 20 6e    75 6d 62 65 72 73 20 62 65 74 77 65 65 6e 20 61  | floating-point.numbers.between.a | 
| 76e80 |  20 61 6e 64 20 62 2c 0a 20 20 20 20 20 20 20 20    75 73 65 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20  | .and.b,.........use::........... | 
| 76ea0 |  20 61 20 2b 20 28 62 20 2d 20 61 29 20 2a 20 28    6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 6f 6d  | .a.+.(b.-.a).*.(np.random.random | 
| 76ec0 |  5f 69 6e 74 65 67 65 72 73 28 4e 29 20 2d 20 31    29 20 2f 20 28 4e 20 2d 20 31 2e 29 0a 0a 20 20  | _integers(N).-.1)./.(N.-.1.).... | 
| 76ee0 |  20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a  | ......Examples.........--------. | 
| 76f00 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72    61 6e 64 6f 6d 2e 72 61 6e 64 6f 6d 5f 69 6e 74  | ........>>>.np.random.random_int | 
| 76f20 |  65 67 65 72 73 28 35 29 0a 20 20 20 20 20 20 20    20 34 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20  | egers(5).........4.#.random..... | 
| 76f40 |  20 20 20 20 3e 3e 3e 20 74 79 70 65 28 6e 70 2e    72 61 6e 64 6f 6d 2e 72 61 6e 64 6f 6d 5f 69 6e  | ....>>>.type(np.random.random_in | 
| 76f60 |  74 65 67 65 72 73 28 35 29 29 0a 20 20 20 20 20    20 20 20 3c 63 6c 61 73 73 20 27 6e 75 6d 70 79  | tegers(5)).........<class.'numpy | 
| 76f80 |  2e 69 6e 74 36 34 27 3e 0a 20 20 20 20 20 20 20    20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 72  | .int64'>.........>>>.np.random.r | 
| 76fa0 |  61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 28 35    2c 20 73 69 7a 65 3d 28 33 2c 32 29 29 0a 20 20  | andom_integers(5,.size=(3,2))... | 
| 76fc0 |  20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 35 2c    20 34 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20  | ......array([[5,.4],.#.random... | 
| 76fe0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c    20 33 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20  | .............[3,.3],............ | 
| 77000 |  20 20 20 20 5b 34 2c 20 35 5d 5d 29 0a 0a 20 20    20 20 20 20 20 20 43 68 6f 6f 73 65 20 66 69 76  | ....[4,.5]])..........Choose.fiv | 
| 77020 |  65 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 73    20 66 72 6f 6d 20 74 68 65 20 73 65 74 20 6f 66  | e.random.numbers.from.the.set.of | 
| 77040 |  20 66 69 76 65 20 65 76 65 6e 6c 79 2d 73 70 61    63 65 64 0a 20 20 20 20 20 20 20 20 6e 75 6d 62  | .five.evenly-spaced.........numb | 
| 77060 |  65 72 73 20 62 65 74 77 65 65 6e 20 30 20 61 6e    64 20 32 2e 35 2c 20 69 6e 63 6c 75 73 69 76 65  | ers.between.0.and.2.5,.inclusive | 
| 77080 |  20 28 2a 69 2e 65 2e 2a 2c 20 66 72 6f 6d 20 74    68 65 20 73 65 74 0a 20 20 20 20 20 20 20 20 3a  | .(*i.e.*,.from.the.set.........: | 
| 770a0 |  6d 61 74 68 3a 60 7b 30 2c 20 35 2f 38 2c 20 31    30 2f 38 2c 20 31 35 2f 38 2c 20 32 30 2f 38 7d  | math:`{0,.5/8,.10/8,.15/8,.20/8} | 
| 770c0 |  60 29 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 32 2e 35 20 2a 20 28 6e 70 2e 72 61 6e 64 6f  | `):..........>>>.2.5.*.(np.rando | 
| 770e0 |  6d 2e 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72    73 28 35 2c 20 73 69 7a 65 3d 28 35 2c 29 29 20  | m.random_integers(5,.size=(5,)). | 
| 77100 |  2d 20 31 29 20 2f 20 34 2e 0a 20 20 20 20 20 20    20 20 61 72 72 61 79 28 5b 20 30 2e 36 32 35 2c  | -.1)./.4..........array([.0.625, | 
| 77120 |  20 20 31 2e 32 35 20 2c 20 20 30 2e 36 32 35 2c    20 20 30 2e 36 32 35 2c 20 20 32 2e 35 20 20 5d  | ..1.25.,..0.625,..0.625,..2.5..] | 
| 77140 |  29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20    20 20 20 20 52 6f 6c 6c 20 74 77 6f 20 73 69 78  | ).#.random..........Roll.two.six | 
| 77160 |  20 73 69 64 65 64 20 64 69 63 65 20 31 30 30 30    20 74 69 6d 65 73 20 61 6e 64 20 73 75 6d 20 74  | .sided.dice.1000.times.and.sum.t | 
| 77180 |  68 65 20 72 65 73 75 6c 74 73 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 64 31 20 3d 20 6e 70  | he.results:..........>>>.d1.=.np | 
| 771a0 |  2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 6f 6d 5f 69    6e 74 65 67 65 72 73 28 31 2c 20 36 2c 20 31 30  | .random.random_integers(1,.6,.10 | 
| 771c0 |  30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    64 32 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 72  | 00).........>>>.d2.=.np.random.r | 
| 771e0 |  61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 28 31    2c 20 36 2c 20 31 30 30 30 29 0a 20 20 20 20 20  | andom_integers(1,.6,.1000)...... | 
| 77200 |  20 20 20 3e 3e 3e 20 64 73 75 6d 73 20 3d 20 64    31 20 2b 20 64 32 0a 0a 20 20 20 20 20 20 20 20  | ...>>>.dsums.=.d1.+.d2.......... | 
| 77220 |  44 69 73 70 6c 61 79 20 72 65 73 75 6c 74 73 20    61 73 20 61 20 68 69 73 74 6f 67 72 61 6d 3a 0a  | Display.results.as.a.histogram:. | 
| 77240 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70    6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70  | .........>>>.import.matplotlib.p | 
| 77260 |  79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20  | yplot.as.plt.........>>>.count,. | 
| 77280 |  62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20    70 6c 74 2e 68 69 73 74 28 64 73 75 6d 73 2c 20  | bins,.ignored.=.plt.hist(dsums,. | 
| 772a0 |  31 31 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65    29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c  | 11,.density=True).........>>>.pl | 
| 772c0 |  74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20    20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | t.show()........................ | 
| 772e0 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6e 28 64    30 2c 20 64 31 2c 20 2e 2e 2e 2c 20 64 6e 29 0a  | .........randn(d0,.d1,....,.dn). | 
| 77300 |  0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 20    61 20 73 61 6d 70 6c 65 20 28 6f 72 20 73 61 6d  | .........Return.a.sample.(or.sam | 
| 77320 |  70 6c 65 73 29 20 66 72 6f 6d 20 74 68 65 20 22    73 74 61 6e 64 61 72 64 20 6e 6f 72 6d 61 6c 22  | ples).from.the."standard.normal" | 
| 77340 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a    20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a  | .distribution..............note: | 
| 77360 |  3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68    69 73 20 69 73 20 61 20 63 6f 6e 76 65 6e 69 65  | :.............This.is.a.convenie | 
| 77380 |  6e 63 65 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72    20 75 73 65 72 73 20 70 6f 72 74 69 6e 67 20 63  | nce.function.for.users.porting.c | 
| 773a0 |  6f 64 65 20 66 72 6f 6d 20 4d 61 74 6c 61 62 2c    0a 20 20 20 20 20 20 20 20 20 20 20 20 61 6e 64  | ode.from.Matlab,.............and | 
| 773c0 |  20 77 72 61 70 73 20 60 73 74 61 6e 64 61 72 64    5f 6e 6f 72 6d 61 6c 60 2e 20 54 68 61 74 20 66  | .wraps.`standard_normal`..That.f | 
| 773e0 |  75 6e 63 74 69 6f 6e 20 74 61 6b 65 73 20 61 0a    20 20 20 20 20 20 20 20 20 20 20 20 74 75 70 6c  | unction.takes.a.............tupl | 
| 77400 |  65 20 74 6f 20 73 70 65 63 69 66 79 20 74 68 65    20 73 69 7a 65 20 6f 66 20 74 68 65 20 6f 75 74  | e.to.specify.the.size.of.the.out | 
| 77420 |  70 75 74 2c 20 77 68 69 63 68 20 69 73 20 63 6f    6e 73 69 73 74 65 6e 74 20 77 69 74 68 0a 20 20  | put,.which.is.consistent.with... | 
| 77440 |  20 20 20 20 20 20 20 20 20 20 6f 74 68 65 72 20    4e 75 6d 50 79 20 66 75 6e 63 74 69 6f 6e 73 20  | ..........other.NumPy.functions. | 
| 77460 |  6c 69 6b 65 20 60 6e 75 6d 70 79 2e 7a 65 72 6f    73 60 20 61 6e 64 20 60 6e 75 6d 70 79 2e 6f 6e  | like.`numpy.zeros`.and.`numpy.on | 
| 77480 |  65 73 60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e    20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20  | es`..............note::......... | 
| 774a0 |  20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f    75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20  | ....New.code.should.use.the..... | 
| 774c0 |  20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | ........`~numpy.random.Generator | 
| 774e0 |  2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c    60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65  | .standard_normal`.............me | 
| 77500 |  74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70    79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74  | thod.of.a.`~numpy.random.Generat | 
| 77520 |  6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73    74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20  | or`.instance.instead;........... | 
| 77540 |  20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65    20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75  | ..please.see.the.:ref:`random-qu | 
| 77560 |  69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20    20 20 20 20 20 49 66 20 70 6f 73 69 74 69 76 65  | ick-start`...........If.positive | 
| 77580 |  20 69 6e 74 5f 6c 69 6b 65 20 61 72 67 75 6d 65    6e 74 73 20 61 72 65 20 70 72 6f 76 69 64 65 64  | .int_like.arguments.are.provided | 
| 775a0 |  2c 20 60 72 61 6e 64 6e 60 20 67 65 6e 65 72 61    74 65 73 20 61 6e 20 61 72 72 61 79 0a 20 20 20  | ,.`randn`.generates.an.array.... | 
| 775c0 |  20 20 20 20 20 6f 66 20 73 68 61 70 65 20 60 60    28 64 30 2c 20 64 31 2c 20 2e 2e 2e 2c 20 64 6e  | .....of.shape.``(d0,.d1,....,.dn | 
| 775e0 |  29 60 60 2c 20 66 69 6c 6c 65 64 0a 20 20 20 20    20 20 20 20 77 69 74 68 20 72 61 6e 64 6f 6d 20  | )``,.filled.........with.random. | 
| 77600 |  66 6c 6f 61 74 73 20 73 61 6d 70 6c 65 64 20 66    72 6f 6d 20 61 20 75 6e 69 76 61 72 69 61 74 65  | floats.sampled.from.a.univariate | 
| 77620 |  20 22 6e 6f 72 6d 61 6c 22 20 28 47 61 75 73 73    69 61 6e 29 0a 20 20 20 20 20 20 20 20 64 69 73  | ."normal".(Gaussian).........dis | 
| 77640 |  74 72 69 62 75 74 69 6f 6e 20 6f 66 20 6d 65 61    6e 20 30 20 61 6e 64 20 76 61 72 69 61 6e 63 65  | tribution.of.mean.0.and.variance | 
| 77660 |  20 31 2e 20 41 20 73 69 6e 67 6c 65 20 66 6c 6f    61 74 20 72 61 6e 64 6f 6d 6c 79 20 73 61 6d 70  | .1..A.single.float.randomly.samp | 
| 77680 |  6c 65 64 0a 20 20 20 20 20 20 20 20 66 72 6f 6d    20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f  | led.........from.the.distributio | 
| 776a0 |  6e 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66    20 6e 6f 20 61 72 67 75 6d 65 6e 74 20 69 73 20  | n.is.returned.if.no.argument.is. | 
| 776c0 |  70 72 6f 76 69 64 65 64 2e 0a 0a 20 20 20 20 20    20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20  | provided...........Parameters... | 
| 776e0 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 64 30 2c 20 64 31 2c  | ......----------.........d0,.d1, | 
| 77700 |  20 2e 2e 2e 2c 20 64 6e 20 3a 20 69 6e 74 2c 20    6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20  | ....,.dn.:.int,.optional........ | 
| 77720 |  20 20 20 20 20 54 68 65 20 64 69 6d 65 6e 73 69    6f 6e 73 20 6f 66 20 74 68 65 20 72 65 74 75 72  | .....The.dimensions.of.the.retur | 
| 77740 |  6e 65 64 20 61 72 72 61 79 2c 20 6d 75 73 74 20    62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e  | ned.array,.must.be.non-negative. | 
| 77760 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20    6e 6f 20 61 72 67 75 6d 65 6e 74 20 69 73 20 67  | .............If.no.argument.is.g | 
| 77780 |  69 76 65 6e 20 61 20 73 69 6e 67 6c 65 20 50 79    74 68 6f 6e 20 66 6c 6f 61 74 20 69 73 20 72 65  | iven.a.single.Python.float.is.re | 
| 777a0 |  74 75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20    20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20  | turned...........Returns........ | 
| 777c0 |  20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 5a 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20  | .-------.........Z.:.ndarray.or. | 
| 777e0 |  66 6c 6f 61 74 0a 20 20 20 20 20 20 20 20 20 20    20 20 41 20 60 60 28 64 30 2c 20 64 31 2c 20 2e  | float.............A.``(d0,.d1,.. | 
| 77800 |  2e 2e 2c 20 64 6e 29 60 60 2d 73 68 61 70 65 64    20 61 72 72 61 79 20 6f 66 20 66 6c 6f 61 74 69  | ..,.dn)``-shaped.array.of.floati | 
| 77820 |  6e 67 2d 70 6f 69 6e 74 20 73 61 6d 70 6c 65 73    20 66 72 6f 6d 0a 20 20 20 20 20 20 20 20 20 20  | ng-point.samples.from........... | 
| 77840 |  20 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 6e    6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69  | ..the.standard.normal.distributi | 
| 77860 |  6f 6e 2c 20 6f 72 20 61 20 73 69 6e 67 6c 65 20    73 75 63 68 20 66 6c 6f 61 74 20 69 66 0a 20 20  | on,.or.a.single.such.float.if... | 
| 77880 |  20 20 20 20 20 20 20 20 20 20 6e 6f 20 70 61 72    61 6d 65 74 65 72 73 20 77 65 72 65 20 73 75 70  | ..........no.parameters.were.sup | 
| 778a0 |  70 6c 69 65 64 2e 0a 0a 20 20 20 20 20 20 20 20    53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20  | plied...........See.Also........ | 
| 778c0 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61  | .--------.........standard_norma | 
| 778e0 |  6c 20 3a 20 53 69 6d 69 6c 61 72 2c 20 62 75 74    20 74 61 6b 65 73 20 61 20 74 75 70 6c 65 20 61  | l.:.Similar,.but.takes.a.tuple.a | 
| 77900 |  73 20 69 74 73 20 61 72 67 75 6d 65 6e 74 2e 0a    20 20 20 20 20 20 20 20 6e 6f 72 6d 61 6c 20 3a  | s.its.argument..........normal.: | 
| 77920 |  20 41 6c 73 6f 20 61 63 63 65 70 74 73 20 6d 75    20 61 6e 64 20 73 69 67 6d 61 20 61 72 67 75 6d  | .Also.accepts.mu.and.sigma.argum | 
| 77940 |  65 6e 74 73 2e 0a 20 20 20 20 20 20 20 20 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73  | ents..........random.Generator.s | 
| 77960 |  74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 3a 20    77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20  | tandard_normal:.which.should.be. | 
| 77980 |  75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64    65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65  | used.for.new.code...........Note | 
| 779a0 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 46 6f 72 20 72 61 6e 64  | s.........-----.........For.rand | 
| 779c0 |  6f 6d 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20    74 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72  | om.samples.from.the.normal.distr | 
| 779e0 |  69 62 75 74 69 6f 6e 20 77 69 74 68 20 6d 65 61    6e 20 60 60 6d 75 60 60 20 61 6e 64 0a 20 20 20  | ibution.with.mean.``mu``.and.... | 
| 77a00 |  20 20 20 20 20 73 74 61 6e 64 61 72 64 20 64 65    76 69 61 74 69 6f 6e 20 60 60 73 69 67 6d 61 60  | .....standard.deviation.``sigma` | 
| 77a20 |  60 2c 20 75 73 65 3a 3a 0a 0a 20 20 20 20 20 20    20 20 20 20 20 20 73 69 67 6d 61 20 2a 20 6e 70  | `,.use::..............sigma.*.np | 
| 77a40 |  2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 6e 28 2e 2e    2e 29 20 2b 20 6d 75 0a 0a 20 20 20 20 20 20 20  | .random.randn(...).+.mu......... | 
| 77a60 |  20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | .Examples.........--------...... | 
| 77a80 |  20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d    2e 72 61 6e 64 6e 28 29 0a 20 20 20 20 20 20 20  | ...>>>.np.random.randn()........ | 
| 77aa0 |  20 32 2e 31 39 32 33 38 37 35 33 33 35 35 33 37    33 31 35 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20  | .2.1923875335537315..#.random... | 
| 77ac0 |  20 20 20 20 20 20 20 54 77 6f 2d 62 79 2d 66 6f    75 72 20 61 72 72 61 79 20 6f 66 20 73 61 6d 70  | .......Two-by-four.array.of.samp | 
| 77ae0 |  6c 65 73 20 66 72 6f 6d 20 74 68 65 20 6e 6f 72    6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | les.from.the.normal.distribution | 
| 77b00 |  20 77 69 74 68 0a 20 20 20 20 20 20 20 20 6d 65    61 6e 20 33 20 61 6e 64 20 73 74 61 6e 64 61 72  | .with.........mean.3.and.standar | 
| 77b20 |  64 20 64 65 76 69 61 74 69 6f 6e 20 32 2e 35 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 33 20  | d.deviation.2.5:..........>>>.3. | 
| 77b40 |  2b 20 32 2e 35 20 2a 20 6e 70 2e 72 61 6e 64 6f    6d 2e 72 61 6e 64 6e 28 32 2c 20 34 29 0a 20 20  | +.2.5.*.np.random.randn(2,.4)... | 
| 77b60 |  20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 2d 34    2e 34 39 34 30 31 35 30 31 2c 20 20 34 2e 30 30  | ......array([[-4.49401501,..4.00 | 
| 77b80 |  39 35 30 30 33 34 2c 20 2d 31 2e 38 31 38 31 34    38 36 37 2c 20 20 37 2e 32 39 37 31 38 36 37 37  | 950034,.-1.81814867,..7.29718677 | 
| 77ba0 |  5d 2c 20 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 30  | ],...#.random................[.0 | 
| 77bc0 |  2e 33 39 39 32 34 38 30 34 2c 20 20 34 2e 36 38    34 35 36 33 31 36 2c 20 20 34 2e 39 39 33 39 34  | .39924804,..4.68456316,..4.99394 | 
| 77be0 |  35 32 39 2c 20 20 34 2e 38 34 30 35 37 32 35 34    5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20  | 529,..4.84057254]])..#.random... | 
| 77c00 |  20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 77c20 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 28 64 30    2c 20 64 31 2c 20 2e 2e 2e 2c 20 64 6e 29 0a 0a  | .........rand(d0,.d1,....,.dn).. | 
| 77c40 |  20 20 20 20 20 20 20 20 52 61 6e 64 6f 6d 20 76    61 6c 75 65 73 20 69 6e 20 61 20 67 69 76 65 6e  | ........Random.values.in.a.given | 
| 77c60 |  20 73 68 61 70 65 2e 0a 0a 20 20 20 20 20 20 20    20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20  | .shape..............note::...... | 
| 77c80 |  20 20 20 20 20 20 20 54 68 69 73 20 69 73 20 61    20 63 6f 6e 76 65 6e 69 65 6e 63 65 20 66 75 6e  | .......This.is.a.convenience.fun | 
| 77ca0 |  63 74 69 6f 6e 20 66 6f 72 20 75 73 65 72 73 20    70 6f 72 74 69 6e 67 20 63 6f 64 65 20 66 72 6f  | ction.for.users.porting.code.fro | 
| 77cc0 |  6d 20 4d 61 74 6c 61 62 2c 0a 20 20 20 20 20 20    20 20 20 20 20 20 61 6e 64 20 77 72 61 70 73 20  | m.Matlab,.............and.wraps. | 
| 77ce0 |  60 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 60 2e    20 54 68 61 74 20 66 75 6e 63 74 69 6f 6e 20 74  | `random_sample`..That.function.t | 
| 77d00 |  61 6b 65 73 20 61 0a 20 20 20 20 20 20 20 20 20    20 20 20 74 75 70 6c 65 20 74 6f 20 73 70 65 63  | akes.a.............tuple.to.spec | 
| 77d20 |  69 66 79 20 74 68 65 20 73 69 7a 65 20 6f 66 20    74 68 65 20 6f 75 74 70 75 74 2c 20 77 68 69 63  | ify.the.size.of.the.output,.whic | 
| 77d40 |  68 20 69 73 20 63 6f 6e 73 69 73 74 65 6e 74 20    77 69 74 68 0a 20 20 20 20 20 20 20 20 20 20 20  | h.is.consistent.with............ | 
| 77d60 |  20 6f 74 68 65 72 20 4e 75 6d 50 79 20 66 75 6e    63 74 69 6f 6e 73 20 6c 69 6b 65 20 60 6e 75 6d  | .other.NumPy.functions.like.`num | 
| 77d80 |  70 79 2e 7a 65 72 6f 73 60 20 61 6e 64 20 60 6e    75 6d 70 79 2e 6f 6e 65 73 60 2e 0a 0a 20 20 20  | py.zeros`.and.`numpy.ones`...... | 
| 77da0 |  20 20 20 20 20 43 72 65 61 74 65 20 61 6e 20 61    72 72 61 79 20 6f 66 20 74 68 65 20 67 69 76 65  | .....Create.an.array.of.the.give | 
| 77dc0 |  6e 20 73 68 61 70 65 20 61 6e 64 20 70 6f 70 75    6c 61 74 65 20 69 74 20 77 69 74 68 0a 20 20 20  | n.shape.and.populate.it.with.... | 
| 77de0 |  20 20 20 20 20 72 61 6e 64 6f 6d 20 73 61 6d 70    6c 65 73 20 66 72 6f 6d 20 61 20 75 6e 69 66 6f  | .....random.samples.from.a.unifo | 
| 77e00 |  72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a    20 20 20 20 20 20 20 20 6f 76 65 72 20 60 60 5b  | rm.distribution.........over.``[ | 
| 77e20 |  30 2c 20 31 29 60 60 2e 0a 0a 20 20 20 20 20 20    20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20  | 0,.1)``...........Parameters.... | 
| 77e40 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 64 30 2c 20 64 31 2c 20  | .....----------.........d0,.d1,. | 
| 77e60 |  2e 2e 2e 2c 20 64 6e 20 3a 20 69 6e 74 2c 20 6f    70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20  | ...,.dn.:.int,.optional......... | 
| 77e80 |  20 20 20 20 54 68 65 20 64 69 6d 65 6e 73 69 6f    6e 73 20 6f 66 20 74 68 65 20 72 65 74 75 72 6e  | ....The.dimensions.of.the.return | 
| 77ea0 |  65 64 20 61 72 72 61 79 2c 20 6d 75 73 74 20 62    65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a  | ed.array,.must.be.non-negative.. | 
| 77ec0 |  20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 6e    6f 20 61 72 67 75 6d 65 6e 74 20 69 73 20 67 69  | ............If.no.argument.is.gi | 
| 77ee0 |  76 65 6e 20 61 20 73 69 6e 67 6c 65 20 50 79 74    68 6f 6e 20 66 6c 6f 61 74 20 69 73 20 72 65 74  | ven.a.single.Python.float.is.ret | 
| 77f00 |  75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20 20    52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20  | urned...........Returns......... | 
| 77f20 |  2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20    6f 75 74 20 3a 20 6e 64 61 72 72 61 79 2c 20 73  | -------.........out.:.ndarray,.s | 
| 77f40 |  68 61 70 65 20 60 60 28 64 30 2c 20 64 31 2c 20    2e 2e 2e 2c 20 64 6e 29 60 60 0a 20 20 20 20 20  | hape.``(d0,.d1,....,.dn)``...... | 
| 77f60 |  20 20 20 20 20 20 20 52 61 6e 64 6f 6d 20 76 61    6c 75 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 53  | .......Random.values...........S | 
| 77f80 |  65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20  | ee.Also.........--------........ | 
| 77fa0 |  20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20    20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20  | .random..........Examples....... | 
| 77fc0 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d  | ..--------.........>>>.np.random | 
| 77fe0 |  2e 72 61 6e 64 28 33 2c 32 29 0a 20 20 20 20 20    20 20 20 61 72 72 61 79 28 5b 5b 20 30 2e 31 34  | .rand(3,2).........array([[.0.14 | 
| 78000 |  30 32 32 34 37 31 2c 20 20 30 2e 39 36 33 36 30    36 31 38 5d 2c 20 20 23 72 61 6e 64 6f 6d 0a 20  | 022471,..0.96360618],..#random.. | 
| 78020 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20    30 2e 33 37 36 30 31 30 33 32 2c 20 20 30 2e 32  | ..............[.0.37601032,..0.2 | 
| 78040 |  35 35 32 38 34 31 31 5d 2c 20 20 23 72 61 6e 64    6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | 5528411],..#random.............. | 
| 78060 |  20 20 5b 20 30 2e 34 39 33 31 33 30 34 39 2c 20    20 30 2e 39 34 39 30 39 38 37 38 5d 5d 29 20 23  | ..[.0.49313049,..0.94909878]]).# | 
| 78080 |  72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | random.......................... | 
| 780a0 |  0a 20 20 20 20 20 20 20 20 75 6e 69 66 6f 72 6d    28 6c 6f 77 3d 30 2e 30 2c 20 68 69 67 68 3d 31  | .........uniform(low=0.0,.high=1 | 
| 780c0 |  2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a    20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d  | .0,.size=None)..........Draw.sam | 
| 780e0 |  70 6c 65 73 20 66 72 6f 6d 20 61 20 75 6e 69 66    6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | ples.from.a.uniform.distribution | 
| 78100 |  2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c    65 73 20 61 72 65 20 75 6e 69 66 6f 72 6d 6c 79  | ...........Samples.are.uniformly | 
| 78120 |  20 64 69 73 74 72 69 62 75 74 65 64 20 6f 76 65    72 20 74 68 65 20 68 61 6c 66 2d 6f 70 65 6e 20  | .distributed.over.the.half-open. | 
| 78140 |  69 6e 74 65 72 76 61 6c 0a 20 20 20 20 20 20 20    20 60 60 5b 6c 6f 77 2c 20 68 69 67 68 29 60 60  | interval.........``[low,.high)`` | 
| 78160 |  20 28 69 6e 63 6c 75 64 65 73 20 6c 6f 77 2c 20    62 75 74 20 65 78 63 6c 75 64 65 73 20 68 69 67  | .(includes.low,.but.excludes.hig | 
| 78180 |  68 29 2e 20 20 49 6e 20 6f 74 68 65 72 20 77 6f    72 64 73 2c 0a 20 20 20 20 20 20 20 20 61 6e 79  | h)...In.other.words,.........any | 
| 781a0 |  20 76 61 6c 75 65 20 77 69 74 68 69 6e 20 74 68    65 20 67 69 76 65 6e 20 69 6e 74 65 72 76 61 6c  | .value.within.the.given.interval | 
| 781c0 |  20 69 73 20 65 71 75 61 6c 6c 79 20 6c 69 6b 65    6c 79 20 74 6f 20 62 65 20 64 72 61 77 6e 0a 20  | .is.equally.likely.to.be.drawn.. | 
| 781e0 |  20 20 20 20 20 20 20 62 79 20 60 75 6e 69 66 6f    72 6d 60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e  | .......by.`uniform`............. | 
| 78200 |  20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20    20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f  | .note::.............New.code.sho | 
| 78220 |  75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | uld.use.the.`~numpy.random.Gener | 
| 78240 |  61 74 6f 72 2e 75 6e 69 66 6f 72 6d 60 0a 20 20    20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64  | ator.uniform`.............method | 
| 78260 |  20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20  | .of.a.`~numpy.random.Generator`. | 
| 78280 |  69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64    3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c  | instance.instead;.............pl | 
| 782a0 |  65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65    66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d  | ease.see.the.:ref:`random-quick- | 
| 782c0 |  73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20    20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20  | start`...........Parameters..... | 
| 782e0 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 6c 6f 77 20 3a 20 66 6c 6f  | ....----------.........low.:.flo | 
| 78300 |  61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65    20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69  | at.or.array_like.of.floats,.opti | 
| 78320 |  6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20    20 4c 6f 77 65 72 20 62 6f 75 6e 64 61 72 79 20  | onal.............Lower.boundary. | 
| 78340 |  6f 66 20 74 68 65 20 6f 75 74 70 75 74 20 69 6e    74 65 72 76 61 6c 2e 20 20 41 6c 6c 20 76 61 6c  | of.the.output.interval...All.val | 
| 78360 |  75 65 73 20 67 65 6e 65 72 61 74 65 64 20 77 69    6c 6c 20 62 65 0a 20 20 20 20 20 20 20 20 20 20  | ues.generated.will.be........... | 
| 78380 |  20 20 67 72 65 61 74 65 72 20 74 68 61 6e 20 6f    72 20 65 71 75 61 6c 20 74 6f 20 6c 6f 77 2e 20  | ..greater.than.or.equal.to.low.. | 
| 783a0 |  20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c    75 65 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20  | .The.default.value.is.0......... | 
| 783c0 |  20 68 69 67 68 20 3a 20 66 6c 6f 61 74 20 6f 72    20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66  | .high.:.float.or.array_like.of.f | 
| 783e0 |  6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20    20 20 55 70 70 65 72 20 62 6f 75 6e 64 61 72 79  | loats.............Upper.boundary | 
| 78400 |  20 6f 66 20 74 68 65 20 6f 75 74 70 75 74 20 69    6e 74 65 72 76 61 6c 2e 20 20 41 6c 6c 20 76 61  | .of.the.output.interval...All.va | 
| 78420 |  6c 75 65 73 20 67 65 6e 65 72 61 74 65 64 20 77    69 6c 6c 20 62 65 0a 20 20 20 20 20 20 20 20 20  | lues.generated.will.be.......... | 
| 78440 |  20 20 20 6c 65 73 73 20 74 68 61 6e 20 6f 72 20    65 71 75 61 6c 20 74 6f 20 68 69 67 68 2e 20 20  | ...less.than.or.equal.to.high... | 
| 78460 |  54 68 65 20 68 69 67 68 20 6c 69 6d 69 74 20 6d    61 79 20 62 65 20 69 6e 63 6c 75 64 65 64 20 69  | The.high.limit.may.be.included.i | 
| 78480 |  6e 20 74 68 65 20 0a 20 20 20 20 20 20 20 20 20    20 20 20 72 65 74 75 72 6e 65 64 20 61 72 72 61  | n.the..............returned.arra | 
| 784a0 |  79 20 6f 66 20 66 6c 6f 61 74 73 20 64 75 65 20    74 6f 20 66 6c 6f 61 74 69 6e 67 2d 70 6f 69 6e  | y.of.floats.due.to.floating-poin | 
| 784c0 |  74 20 72 6f 75 6e 64 69 6e 67 20 69 6e 20 74 68    65 20 0a 20 20 20 20 20 20 20 20 20 20 20 20 65  | t.rounding.in.the..............e | 
| 784e0 |  71 75 61 74 69 6f 6e 20 60 60 6c 6f 77 20 2b 20    28 68 69 67 68 2d 6c 6f 77 29 20 2a 20 72 61 6e  | quation.``low.+.(high-low).*.ran | 
| 78500 |  64 6f 6d 5f 73 61 6d 70 6c 65 28 29 60 60 2e 20    20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c  | dom_sample()``...The.default.val | 
| 78520 |  75 65 20 0a 20 20 20 20 20 20 20 20 20 20 20 20    69 73 20 31 2e 30 2e 0a 20 20 20 20 20 20 20 20  | ue..............is.1.0.......... | 
| 78540 |  73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75    70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74  | size.:.int.or.tuple.of.ints,.opt | 
| 78560 |  69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20    20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20  | ional.............Output.shape.. | 
| 78580 |  20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68    61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60  | .If.the.given.shape.is,.e.g.,.`` | 
| 785a0 |  28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65    6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60  | (m,.n,.k)``,.then.............`` | 
| 785c0 |  6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70    6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20  | m.*.n.*.k``.samples.are.drawn... | 
| 785e0 |  49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e    65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20  | If.size.is.``None``.(default),.. | 
| 78600 |  20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e    67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74  | ...........a.single.value.is.ret | 
| 78620 |  75 72 6e 65 64 20 69 66 20 60 60 6c 6f 77 60 60    20 61 6e 64 20 60 60 68 69 67 68 60 60 20 61 72  | urned.if.``low``.and.``high``.ar | 
| 78640 |  65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a    20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65  | e.both.scalars..............Othe | 
| 78660 |  72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61    64 63 61 73 74 28 6c 6f 77 2c 20 68 69 67 68 29  | rwise,.``np.broadcast(low,.high) | 
| 78680 |  2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20    61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20  | .size``.samples.are.drawn....... | 
| 786a0 |  20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20    20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20  | ....Returns.........-------..... | 
| 786c0 |  20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61    79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20  | ....out.:.ndarray.or.scalar..... | 
| 786e0 |  20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61    6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70  | ........Drawn.samples.from.the.p | 
| 78700 |  61 72 61 6d 65 74 65 72 69 7a 65 64 20 75 6e 69    66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f  | arameterized.uniform.distributio | 
| 78720 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20    41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d  | n...........See.Also.........--- | 
| 78740 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61    6e 64 69 6e 74 20 3a 20 44 69 73 63 72 65 74 65  | -----.........randint.:.Discrete | 
| 78760 |  20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2c 20 79 69 65 6c 64 69 6e 67 20  | .uniform.distribution,.yielding. | 
| 78780 |  69 6e 74 65 67 65 72 73 2e 0a 20 20 20 20 20 20    20 20 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72  | integers..........random_integer | 
| 787a0 |  73 20 3a 20 44 69 73 63 72 65 74 65 20 75 6e 69    66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f  | s.:.Discrete.uniform.distributio | 
| 787c0 |  6e 20 6f 76 65 72 20 74 68 65 20 63 6c 6f 73 65    64 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | n.over.the.closed............... | 
| 787e0 |  20 20 20 20 20 20 20 20 20 20 20 20 69 6e 74 65    72 76 61 6c 20 60 60 5b 6c 6f 77 2c 20 68 69 67  | ............interval.``[low,.hig | 
| 78800 |  68 5d 60 60 2e 0a 20 20 20 20 20 20 20 20 72 61    6e 64 6f 6d 5f 73 61 6d 70 6c 65 20 3a 20 46 6c  | h]``..........random_sample.:.Fl | 
| 78820 |  6f 61 74 73 20 75 6e 69 66 6f 72 6d 6c 79 20 64    69 73 74 72 69 62 75 74 65 64 20 6f 76 65 72 20  | oats.uniformly.distributed.over. | 
| 78840 |  60 60 5b 30 2c 20 31 29 60 60 2e 0a 20 20 20 20    20 20 20 20 72 61 6e 64 6f 6d 20 3a 20 41 6c 69  | ``[0,.1)``..........random.:.Ali | 
| 78860 |  61 73 20 66 6f 72 20 60 72 61 6e 64 6f 6d 5f 73    61 6d 70 6c 65 60 2e 0a 20 20 20 20 20 20 20 20  | as.for.`random_sample`.......... | 
| 78880 |  72 61 6e 64 20 3a 20 43 6f 6e 76 65 6e 69 65 6e    63 65 20 66 75 6e 63 74 69 6f 6e 20 74 68 61 74  | rand.:.Convenience.function.that | 
| 788a0 |  20 61 63 63 65 70 74 73 20 64 69 6d 65 6e 73 69    6f 6e 73 20 61 73 20 69 6e 70 75 74 2c 20 65 2e  | .accepts.dimensions.as.input,.e. | 
| 788c0 |  67 2e 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 60 60 72 61 6e 64 28 32 2c 32 29 60 60  | g.,................``rand(2,2)`` | 
| 788e0 |  20 77 6f 75 6c 64 20 67 65 6e 65 72 61 74 65 20    61 20 32 2d 62 79 2d 32 20 61 72 72 61 79 20 6f  | .would.generate.a.2-by-2.array.o | 
| 78900 |  66 20 66 6c 6f 61 74 73 2c 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 75 6e 69 66 6f 72 6d  | f.floats,................uniform | 
| 78920 |  6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 6f    76 65 72 20 60 60 5b 30 2c 20 31 29 60 60 2e 0a  | ly.distributed.over.``[0,.1)``.. | 
| 78940 |  20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47    65 6e 65 72 61 74 6f 72 2e 75 6e 69 66 6f 72 6d  | ........random.Generator.uniform | 
| 78960 |  3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62    65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63  | :.which.should.be.used.for.new.c | 
| 78980 |  6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f    74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | ode...........Notes.........---- | 
| 789a0 |  2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72    6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74  | -.........The.probability.densit | 
| 789c0 |  79 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68    65 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69  | y.function.of.the.uniform.distri | 
| 789e0 |  62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20    20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78  | bution.is.............math::.p(x | 
| 78a00 |  29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 62 20 2d    20 61 7d 0a 0a 20 20 20 20 20 20 20 20 61 6e 79  | ).=.\frac{1}{b.-.a}..........any | 
| 78a20 |  77 68 65 72 65 20 77 69 74 68 69 6e 20 74 68 65    20 69 6e 74 65 72 76 61 6c 20 60 60 5b 61 2c 20  | where.within.the.interval.``[a,. | 
| 78a40 |  62 29 60 60 2c 20 61 6e 64 20 7a 65 72 6f 20 65    6c 73 65 77 68 65 72 65 2e 0a 0a 20 20 20 20 20  | b)``,.and.zero.elsewhere........ | 
| 78a60 |  20 20 20 57 68 65 6e 20 60 60 68 69 67 68 60 60    20 3d 3d 20 60 60 6c 6f 77 60 60 2c 20 76 61 6c  | ...When.``high``.==.``low``,.val | 
| 78a80 |  75 65 73 20 6f 66 20 60 60 6c 6f 77 60 60 20 77    69 6c 6c 20 62 65 20 72 65 74 75 72 6e 65 64 2e  | ues.of.``low``.will.be.returned. | 
| 78aa0 |  0a 20 20 20 20 20 20 20 20 49 66 20 60 60 68 69    67 68 60 60 20 3c 20 60 60 6c 6f 77 60 60 2c 20  | .........If.``high``.<.``low``,. | 
| 78ac0 |  74 68 65 20 72 65 73 75 6c 74 73 20 61 72 65 20    6f 66 66 69 63 69 61 6c 6c 79 20 75 6e 64 65 66  | the.results.are.officially.undef | 
| 78ae0 |  69 6e 65 64 0a 20 20 20 20 20 20 20 20 61 6e 64    20 6d 61 79 20 65 76 65 6e 74 75 61 6c 6c 79 20  | ined.........and.may.eventually. | 
| 78b00 |  72 61 69 73 65 20 61 6e 20 65 72 72 6f 72 2c 20    69 2e 65 2e 20 64 6f 20 6e 6f 74 20 72 65 6c 79  | raise.an.error,.i.e..do.not.rely | 
| 78b20 |  20 6f 6e 20 74 68 69 73 0a 20 20 20 20 20 20 20    20 66 75 6e 63 74 69 6f 6e 20 74 6f 20 62 65 68  | .on.this.........function.to.beh | 
| 78b40 |  61 76 65 20 77 68 65 6e 20 70 61 73 73 65 64 20    61 72 67 75 6d 65 6e 74 73 20 73 61 74 69 73 66  | ave.when.passed.arguments.satisf | 
| 78b60 |  79 69 6e 67 20 74 68 61 74 0a 20 20 20 20 20 20    20 20 69 6e 65 71 75 61 6c 69 74 79 20 63 6f 6e  | ying.that.........inequality.con | 
| 78b80 |  64 69 74 69 6f 6e 2e 20 54 68 65 20 60 60 68 69    67 68 60 60 20 6c 69 6d 69 74 20 6d 61 79 20 62  | dition..The.``high``.limit.may.b | 
| 78ba0 |  65 20 69 6e 63 6c 75 64 65 64 20 69 6e 20 74 68    65 0a 20 20 20 20 20 20 20 20 72 65 74 75 72 6e  | e.included.in.the.........return | 
| 78bc0 |  65 64 20 61 72 72 61 79 20 6f 66 20 66 6c 6f 61    74 73 20 64 75 65 20 74 6f 20 66 6c 6f 61 74 69  | ed.array.of.floats.due.to.floati | 
| 78be0 |  6e 67 2d 70 6f 69 6e 74 20 72 6f 75 6e 64 69 6e    67 20 69 6e 20 74 68 65 0a 20 20 20 20 20 20 20  | ng-point.rounding.in.the........ | 
| 78c00 |  20 65 71 75 61 74 69 6f 6e 20 60 60 6c 6f 77 20    2b 20 28 68 69 67 68 2d 6c 6f 77 29 20 2a 20 72  | .equation.``low.+.(high-low).*.r | 
| 78c20 |  61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 28 29 60 60    2e 20 46 6f 72 20 65 78 61 6d 70 6c 65 3a 0a 0a  | andom_sample()``..For.example:.. | 
| 78c40 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20    6e 70 2e 66 6c 6f 61 74 33 32 28 35 2a 30 2e 39  | ........>>>.x.=.np.float32(5*0.9 | 
| 78c60 |  39 39 39 39 39 39 39 29 0a 20 20 20 20 20 20 20    20 3e 3e 3e 20 78 0a 20 20 20 20 20 20 20 20 35  | 9999999).........>>>.x.........5 | 
| 78c80 |  2e 30 0a 0a 0a 20 20 20 20 20 20 20 20 45 78 61    6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | .0...........Examples.........-- | 
| 78ca0 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44    72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d  | ------.........Draw.samples.from | 
| 78cc0 |  20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f    6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .the.distribution:..........>>>. | 
| 78ce0 |  73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 75 6e    69 66 6f 72 6d 28 2d 31 2c 30 2c 31 30 30 30 29  | s.=.np.random.uniform(-1,0,1000) | 
| 78d00 |  0a 0a 20 20 20 20 20 20 20 20 41 6c 6c 20 76 61    6c 75 65 73 20 61 72 65 20 77 69 74 68 69 6e 20  | ..........All.values.are.within. | 
| 78d20 |  74 68 65 20 67 69 76 65 6e 20 69 6e 74 65 72 76    61 6c 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | the.given.interval:..........>>> | 
| 78d40 |  20 6e 70 2e 61 6c 6c 28 73 20 3e 3d 20 2d 31 29    0a 20 20 20 20 20 20 20 20 54 72 75 65 0a 20 20  | .np.all(s.>=.-1).........True... | 
| 78d60 |  20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 61 6c 6c    28 73 20 3c 20 30 29 0a 20 20 20 20 20 20 20 20  | ......>>>.np.all(s.<.0)......... | 
| 78d80 |  54 72 75 65 0a 0a 20 20 20 20 20 20 20 20 44 69    73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67  | True..........Display.the.histog | 
| 78da0 |  72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c    65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 20 74  | ram.of.the.samples,.along.with.t | 
| 78dc0 |  68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 61    62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66  | he.........probability.density.f | 
| 78de0 |  75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74  | unction:..........>>>.import.mat | 
| 78e00 |  70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61    73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e  | plotlib.pyplot.as.plt.........>> | 
| 78e20 |  3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69    67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73  | >.count,.bins,.ignored.=.plt.his | 
| 78e40 |  74 28 73 2c 20 31 35 2c 20 64 65 6e 73 69 74 79    3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e  | t(s,.15,.density=True).........> | 
| 78e60 |  3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73    2c 20 6e 70 2e 6f 6e 65 73 5f 6c 69 6b 65 28 62  | >>.plt.plot(bins,.np.ones_like(b | 
| 78e80 |  69 6e 73 29 2c 20 6c 69 6e 65 77 69 64 74 68 3d    32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20  | ins),.linewidth=2,.color='r')... | 
| 78ea0 |  20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68    6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00  | ......>>>.plt.show()............ | 
| 78ec0 |  0a 20 20 20 20 20 20 20 20 63 68 6f 69 63 65 28    61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 2c 20 72 65  | .........choice(a,.size=None,.re | 
| 78ee0 |  70 6c 61 63 65 3d 54 72 75 65 2c 20 70 3d 4e 6f    6e 65 29 0a 0a 20 20 20 20 20 20 20 20 47 65 6e  | place=True,.p=None)..........Gen | 
| 78f00 |  65 72 61 74 65 73 20 61 20 72 61 6e 64 6f 6d 20    73 61 6d 70 6c 65 20 66 72 6f 6d 20 61 20 67 69  | erates.a.random.sample.from.a.gi | 
| 78f20 |  76 65 6e 20 31 2d 44 20 61 72 72 61 79 0a 0a 20    20 20 20 20 20 20 20 2e 2e 20 76 65 72 73 69 6f  | ven.1-D.array.............versio | 
| 78f40 |  6e 61 64 64 65 64 3a 3a 20 31 2e 37 2e 30 0a 0a    20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a  | nadded::.1.7.0.............note: | 
| 78f60 |  3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65    77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73  | :.............New.code.should.us | 
| 78f80 |  65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 63  | e.the.`~numpy.random.Generator.c | 
| 78fa0 |  68 6f 69 63 65 60 0a 20 20 20 20 20 20 20 20 20    20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60  | hoice`.............method.of.a.` | 
| 78fc0 |  7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65    6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63  | ~numpy.random.Generator`.instanc | 
| 78fe0 |  65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20    20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65  | e.instead;.............please.se | 
| 79000 |  65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64    6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e  | e.the.:ref:`random-quick-start`. | 
| 79020 |  0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65    74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d  | ..........Parameters.........--- | 
| 79040 |  2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20    61 20 3a 20 31 2d 44 20 61 72 72 61 79 2d 6c 69  | -------.........a.:.1-D.array-li | 
| 79060 |  6b 65 20 6f 72 20 69 6e 74 0a 20 20 20 20 20 20    20 20 20 20 20 20 49 66 20 61 6e 20 6e 64 61 72  | ke.or.int.............If.an.ndar | 
| 79080 |  72 61 79 2c 20 61 20 72 61 6e 64 6f 6d 20 73 61    6d 70 6c 65 20 69 73 20 67 65 6e 65 72 61 74 65  | ray,.a.random.sample.is.generate | 
| 790a0 |  64 20 66 72 6f 6d 20 69 74 73 20 65 6c 65 6d 65    6e 74 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20  | d.from.its.elements............. | 
| 790c0 |  20 49 66 20 61 6e 20 69 6e 74 2c 20 74 68 65 20    72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 69 73  | .If.an.int,.the.random.sample.is | 
| 790e0 |  20 67 65 6e 65 72 61 74 65 64 20 61 73 20 69 66    20 69 74 20 77 65 72 65 20 60 60 6e 70 2e 61 72  | .generated.as.if.it.were.``np.ar | 
| 79100 |  61 6e 67 65 28 61 29 60 60 0a 20 20 20 20 20 20    20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20  | ange(a)``.........size.:.int.or. | 
| 79120 |  74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f    70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20  | tuple.of.ints,.optional......... | 
| 79140 |  20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65    2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20  | ....Output.shape...If.the.given. | 
| 79160 |  73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20    60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74  | shape.is,.e.g.,.``(m,.n,.k)``,.t | 
| 79180 |  68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20    60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61  | hen.............``m.*.n.*.k``.sa | 
| 791a0 |  6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e    20 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e  | mples.are.drawn...Default.is.Non | 
| 791c0 |  65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65    20 61 0a 20 20 20 20 20 20 20 20 20 20 20 20 73  | e,.in.which.case.a.............s | 
| 791e0 |  69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72    65 74 75 72 6e 65 64 2e 0a 20 20 20 20 20 20 20  | ingle.value.is.returned......... | 
| 79200 |  20 72 65 70 6c 61 63 65 20 3a 20 62 6f 6f 6c 65    61 6e 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20  | .replace.:.boolean,.optional.... | 
| 79220 |  20 20 20 20 20 20 20 20 20 57 68 65 74 68 65 72    20 74 68 65 20 73 61 6d 70 6c 65 20 69 73 20 77  | .........Whether.the.sample.is.w | 
| 79240 |  69 74 68 20 6f 72 20 77 69 74 68 6f 75 74 20 72    65 70 6c 61 63 65 6d 65 6e 74 2e 20 44 65 66 61  | ith.or.without.replacement..Defa | 
| 79260 |  75 6c 74 20 69 73 20 54 72 75 65 2c 0a 20 20 20    20 20 20 20 20 20 20 20 20 6d 65 61 6e 69 6e 67  | ult.is.True,.............meaning | 
| 79280 |  20 74 68 61 74 20 61 20 76 61 6c 75 65 20 6f 66    20 60 60 61 60 60 20 63 61 6e 20 62 65 20 73 65  | .that.a.value.of.``a``.can.be.se | 
| 792a0 |  6c 65 63 74 65 64 20 6d 75 6c 74 69 70 6c 65 20    74 69 6d 65 73 2e 0a 20 20 20 20 20 20 20 20 70  | lected.multiple.times..........p | 
| 792c0 |  20 3a 20 31 2d 44 20 61 72 72 61 79 2d 6c 69 6b    65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20  | .:.1-D.array-like,.optional..... | 
| 792e0 |  20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62    61 62 69 6c 69 74 69 65 73 20 61 73 73 6f 63 69  | ........The.probabilities.associ | 
| 79300 |  61 74 65 64 20 77 69 74 68 20 65 61 63 68 20 65    6e 74 72 79 20 69 6e 20 61 2e 0a 20 20 20 20 20  | ated.with.each.entry.in.a....... | 
| 79320 |  20 20 20 20 20 20 20 49 66 20 6e 6f 74 20 67 69    76 65 6e 2c 20 74 68 65 20 73 61 6d 70 6c 65 20  | .......If.not.given,.the.sample. | 
| 79340 |  61 73 73 75 6d 65 73 20 61 20 75 6e 69 66 6f 72    6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f  | assumes.a.uniform.distribution.o | 
| 79360 |  76 65 72 20 61 6c 6c 0a 20 20 20 20 20 20 20 20    20 20 20 20 65 6e 74 72 69 65 73 20 69 6e 20 60  | ver.all.............entries.in.` | 
| 79380 |  60 61 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 52    65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d  | `a``...........Returns.........- | 
| 793a0 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73    61 6d 70 6c 65 73 20 3a 20 73 69 6e 67 6c 65 20  | ------.........samples.:.single. | 
| 793c0 |  69 74 65 6d 20 6f 72 20 6e 64 61 72 72 61 79 0a    20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20  | item.or.ndarray.............The. | 
| 793e0 |  67 65 6e 65 72 61 74 65 64 20 72 61 6e 64 6f 6d    20 73 61 6d 70 6c 65 73 0a 0a 20 20 20 20 20 20  | generated.random.samples........ | 
| 79400 |  20 20 52 61 69 73 65 73 0a 20 20 20 20 20 20 20    20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | ..Raises.........------......... | 
| 79420 |  56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20    20 20 20 20 20 20 20 49 66 20 61 20 69 73 20 61  | ValueError.............If.a.is.a | 
| 79440 |  6e 20 69 6e 74 20 61 6e 64 20 6c 65 73 73 20 74    68 61 6e 20 7a 65 72 6f 2c 20 69 66 20 61 20 6f  | n.int.and.less.than.zero,.if.a.o | 
| 79460 |  72 20 70 20 61 72 65 20 6e 6f 74 20 31 2d 64 69    6d 65 6e 73 69 6f 6e 61 6c 2c 0a 20 20 20 20 20  | r.p.are.not.1-dimensional,...... | 
| 79480 |  20 20 20 20 20 20 20 69 66 20 61 20 69 73 20 61    6e 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 66 20  | .......if.a.is.an.array-like.of. | 
| 794a0 |  73 69 7a 65 20 30 2c 20 69 66 20 70 20 69 73 20    6e 6f 74 20 61 20 76 65 63 74 6f 72 20 6f 66 0a  | size.0,.if.p.is.not.a.vector.of. | 
| 794c0 |  20 20 20 20 20 20 20 20 20 20 20 20 70 72 6f 62    61 62 69 6c 69 74 69 65 73 2c 20 69 66 20 61 20  | ............probabilities,.if.a. | 
| 794e0 |  61 6e 64 20 70 20 68 61 76 65 20 64 69 66 66 65    72 65 6e 74 20 6c 65 6e 67 74 68 73 2c 20 6f 72  | and.p.have.different.lengths,.or | 
| 79500 |  20 69 66 0a 20 20 20 20 20 20 20 20 20 20 20 20    72 65 70 6c 61 63 65 3d 46 61 6c 73 65 20 61 6e  | .if.............replace=False.an | 
| 79520 |  64 20 74 68 65 20 73 61 6d 70 6c 65 20 73 69 7a    65 20 69 73 20 67 72 65 61 74 65 72 20 74 68 61  | d.the.sample.size.is.greater.tha | 
| 79540 |  6e 20 74 68 65 20 70 6f 70 75 6c 61 74 69 6f 6e    0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 7a  | n.the.population.............siz | 
| 79560 |  65 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41    6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | e..........See.Also.........---- | 
| 79580 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e    64 69 6e 74 2c 20 73 68 75 66 66 6c 65 2c 20 70  | ----.........randint,.shuffle,.p | 
| 795a0 |  65 72 6d 75 74 61 74 69 6f 6e 0a 20 20 20 20 20    20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | ermutation.........random.Genera | 
| 795c0 |  74 6f 72 2e 63 68 6f 69 63 65 3a 20 77 68 69 63    68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64  | tor.choice:.which.should.be.used | 
| 795e0 |  20 69 6e 20 6e 65 77 20 63 6f 64 65 0a 0a 20 20    20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20  | .in.new.code..........Notes..... | 
| 79600 |  20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 53 65 74 74 69 6e 67 20 75 73 65 72 2d 73  | ....-----.........Setting.user-s | 
| 79620 |  70 65 63 69 66 69 65 64 20 70 72 6f 62 61 62 69    6c 69 74 69 65 73 20 74 68 72 6f 75 67 68 20 60  | pecified.probabilities.through.` | 
| 79640 |  60 70 60 60 20 75 73 65 73 20 61 20 6d 6f 72 65    20 67 65 6e 65 72 61 6c 20 62 75 74 20 6c 65 73  | `p``.uses.a.more.general.but.les | 
| 79660 |  73 0a 20 20 20 20 20 20 20 20 65 66 66 69 63 69    65 6e 74 20 73 61 6d 70 6c 65 72 20 74 68 61 6e  | s.........efficient.sampler.than | 
| 79680 |  20 74 68 65 20 64 65 66 61 75 6c 74 2e 20 54 68    65 20 67 65 6e 65 72 61 6c 20 73 61 6d 70 6c 65  | .the.default..The.general.sample | 
| 796a0 |  72 20 70 72 6f 64 75 63 65 73 20 61 20 64 69 66    66 65 72 65 6e 74 20 73 61 6d 70 6c 65 0a 20 20  | r.produces.a.different.sample... | 
| 796c0 |  20 20 20 20 20 20 74 68 61 6e 20 74 68 65 20 6f    70 74 69 6d 69 7a 65 64 20 73 61 6d 70 6c 65 72  | ......than.the.optimized.sampler | 
| 796e0 |  20 65 76 65 6e 20 69 66 20 65 61 63 68 20 65 6c    65 6d 65 6e 74 20 6f 66 20 60 60 70 60 60 20 69  | .even.if.each.element.of.``p``.i | 
| 79700 |  73 20 31 20 2f 20 6c 65 6e 28 61 29 2e 0a 0a 20    20 20 20 20 20 20 20 53 61 6d 70 6c 69 6e 67 20  | s.1./.len(a)...........Sampling. | 
| 79720 |  72 61 6e 64 6f 6d 20 72 6f 77 73 20 66 72 6f 6d    20 61 20 32 2d 44 20 61 72 72 61 79 20 69 73 20  | random.rows.from.a.2-D.array.is. | 
| 79740 |  6e 6f 74 20 70 6f 73 73 69 62 6c 65 20 77 69 74    68 20 74 68 69 73 20 66 75 6e 63 74 69 6f 6e 2c  | not.possible.with.this.function, | 
| 79760 |  0a 20 20 20 20 20 20 20 20 62 75 74 20 69 73 20    70 6f 73 73 69 62 6c 65 20 77 69 74 68 20 60 47  | .........but.is.possible.with.`G | 
| 79780 |  65 6e 65 72 61 74 6f 72 2e 63 68 6f 69 63 65 60    20 74 68 72 6f 75 67 68 20 69 74 73 20 60 60 61  | enerator.choice`.through.its.``a | 
| 797a0 |  78 69 73 60 60 20 6b 65 79 77 6f 72 64 2e 0a 0a    20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73  | xis``.keyword...........Examples | 
| 797c0 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d    2d 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61  | .........--------.........Genera | 
| 797e0 |  74 65 20 61 20 75 6e 69 66 6f 72 6d 20 72 61 6e    64 6f 6d 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20  | te.a.uniform.random.sample.from. | 
| 79800 |  6e 70 2e 61 72 61 6e 67 65 28 35 29 20 6f 66 20    73 69 7a 65 20 33 3a 0a 0a 20 20 20 20 20 20 20  | np.arange(5).of.size.3:......... | 
| 79820 |  20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63    68 6f 69 63 65 28 35 2c 20 33 29 0a 20 20 20 20  | .>>>.np.random.choice(5,.3)..... | 
| 79840 |  20 20 20 20 61 72 72 61 79 28 5b 30 2c 20 33 2c    20 34 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 20 20  | ....array([0,.3,.4]).#.random... | 
| 79860 |  20 20 20 20 20 20 3e 3e 3e 20 23 54 68 69 73 20    69 73 20 65 71 75 69 76 61 6c 65 6e 74 20 74 6f  | ......>>>.#This.is.equivalent.to | 
| 79880 |  20 6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69    6e 74 28 30 2c 35 2c 33 29 0a 0a 20 20 20 20 20  | .np.random.randint(0,5,3)....... | 
| 798a0 |  20 20 20 47 65 6e 65 72 61 74 65 20 61 20 6e 6f    6e 2d 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d  | ...Generate.a.non-uniform.random | 
| 798c0 |  20 73 61 6d 70 6c 65 20 66 72 6f 6d 20 6e 70 2e    61 72 61 6e 67 65 28 35 29 20 6f 66 20 73 69 7a  | .sample.from.np.arange(5).of.siz | 
| 798e0 |  65 20 33 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63 68 6f 69  | e.3:..........>>>.np.random.choi | 
| 79900 |  63 65 28 35 2c 20 33 2c 20 70 3d 5b 30 2e 31 2c    20 30 2c 20 30 2e 33 2c 20 30 2e 36 2c 20 30 5d  | ce(5,.3,.p=[0.1,.0,.0.3,.0.6,.0] | 
| 79920 |  29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28    5b 33 2c 20 33 2c 20 30 5d 29 20 23 20 72 61 6e  | ).........array([3,.3,.0]).#.ran | 
| 79940 |  64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 47 65 6e    65 72 61 74 65 20 61 20 75 6e 69 66 6f 72 6d 20  | dom..........Generate.a.uniform. | 
| 79960 |  72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 66 72    6f 6d 20 6e 70 2e 61 72 61 6e 67 65 28 35 29 20  | random.sample.from.np.arange(5). | 
| 79980 |  6f 66 20 73 69 7a 65 20 33 20 77 69 74 68 6f 75    74 0a 20 20 20 20 20 20 20 20 72 65 70 6c 61 63  | of.size.3.without.........replac | 
| 799a0 |  65 6d 65 6e 74 3a 0a 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63 68  | ement:..........>>>.np.random.ch | 
| 799c0 |  6f 69 63 65 28 35 2c 20 33 2c 20 72 65 70 6c 61    63 65 3d 46 61 6c 73 65 29 0a 20 20 20 20 20 20  | oice(5,.3,.replace=False)....... | 
| 799e0 |  20 20 61 72 72 61 79 28 5b 33 2c 31 2c 30 5d 29    20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20  | ..array([3,1,0]).#.random....... | 
| 79a00 |  20 20 3e 3e 3e 20 23 54 68 69 73 20 69 73 20 65    71 75 69 76 61 6c 65 6e 74 20 74 6f 20 6e 70 2e  | ..>>>.#This.is.equivalent.to.np. | 
| 79a20 |  72 61 6e 64 6f 6d 2e 70 65 72 6d 75 74 61 74 69    6f 6e 28 6e 70 2e 61 72 61 6e 67 65 28 35 29 29  | random.permutation(np.arange(5)) | 
| 79a40 |  5b 3a 33 5d 0a 0a 20 20 20 20 20 20 20 20 47 65    6e 65 72 61 74 65 20 61 20 6e 6f 6e 2d 75 6e 69  | [:3]..........Generate.a.non-uni | 
| 79a60 |  66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 61 6d 70    6c 65 20 66 72 6f 6d 20 6e 70 2e 61 72 61 6e 67  | form.random.sample.from.np.arang | 
| 79a80 |  65 28 35 29 20 6f 66 20 73 69 7a 65 0a 20 20 20    20 20 20 20 20 33 20 77 69 74 68 6f 75 74 20 72  | e(5).of.size.........3.without.r | 
| 79aa0 |  65 70 6c 61 63 65 6d 65 6e 74 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64  | eplacement:..........>>>.np.rand | 
| 79ac0 |  6f 6d 2e 63 68 6f 69 63 65 28 35 2c 20 33 2c 20    72 65 70 6c 61 63 65 3d 46 61 6c 73 65 2c 20 70  | om.choice(5,.3,.replace=False,.p | 
| 79ae0 |  3d 5b 30 2e 31 2c 20 30 2c 20 30 2e 33 2c 20 30    2e 36 2c 20 30 5d 29 0a 20 20 20 20 20 20 20 20  | =[0.1,.0,.0.3,.0.6,.0])......... | 
| 79b00 |  61 72 72 61 79 28 5b 32 2c 20 33 2c 20 30 5d 29    20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20  | array([2,.3,.0]).#.random....... | 
| 79b20 |  20 20 20 41 6e 79 20 6f 66 20 74 68 65 20 61 62    6f 76 65 20 63 61 6e 20 62 65 20 72 65 70 65 61  | ...Any.of.the.above.can.be.repea | 
| 79b40 |  74 65 64 20 77 69 74 68 20 61 6e 20 61 72 62 69    74 72 61 72 79 20 61 72 72 61 79 2d 6c 69 6b 65  | ted.with.an.arbitrary.array-like | 
| 79b60 |  0a 20 20 20 20 20 20 20 20 69 6e 73 74 65 61 64    20 6f 66 20 6a 75 73 74 20 69 6e 74 65 67 65 72  | .........instead.of.just.integer | 
| 79b80 |  73 2e 20 46 6f 72 20 69 6e 73 74 61 6e 63 65 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 61  | s..For.instance:..........>>>.aa | 
| 79ba0 |  5f 6d 69 6c 6e 65 5f 61 72 72 20 3d 20 5b 27 70    6f 6f 68 27 2c 20 27 72 61 62 62 69 74 27 2c 20  | _milne_arr.=.['pooh',.'rabbit',. | 
| 79bc0 |  27 70 69 67 6c 65 74 27 2c 20 27 43 68 72 69 73    74 6f 70 68 65 72 27 5d 0a 20 20 20 20 20 20 20  | 'piglet',.'Christopher']........ | 
| 79be0 |  20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63    68 6f 69 63 65 28 61 61 5f 6d 69 6c 6e 65 5f 61  | .>>>.np.random.choice(aa_milne_a | 
| 79c00 |  72 72 2c 20 35 2c 20 70 3d 5b 30 2e 35 2c 20 30    2e 31 2c 20 30 2e 31 2c 20 30 2e 33 5d 29 0a 20  | rr,.5,.p=[0.5,.0.1,.0.1,.0.3]).. | 
| 79c20 |  20 20 20 20 20 20 20 61 72 72 61 79 28 5b 27 70    6f 6f 68 27 2c 20 27 70 6f 6f 68 27 2c 20 27 70  | .......array(['pooh',.'pooh',.'p | 
| 79c40 |  6f 6f 68 27 2c 20 27 43 68 72 69 73 74 6f 70 68    65 72 27 2c 20 27 70 69 67 6c 65 74 27 5d 2c 20  | ooh',.'Christopher',.'piglet'],. | 
| 79c60 |  23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 64 74 79 70 65 3d 27 3c 55  | #.random...............dtype='<U | 
| 79c80 |  31 31 27 29 0a 0a 20 20 20 20 20 20 20 20 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | 11')............................ | 
| 79ca0 |  0a 20 20 20 20 20 20 20 20 62 79 74 65 73 28 6c    65 6e 67 74 68 29 0a 0a 20 20 20 20 20 20 20 20  | .........bytes(length).......... | 
| 79cc0 |  52 65 74 75 72 6e 20 72 61 6e 64 6f 6d 20 62 79    74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e  | Return.random.bytes............. | 
| 79ce0 |  20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20    20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f  | .note::.............New.code.sho | 
| 79d00 |  75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | uld.use.the.`~numpy.random.Gener | 
| 79d20 |  61 74 6f 72 2e 62 79 74 65 73 60 0a 20 20 20 20    20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f  | ator.bytes`.............method.o | 
| 79d40 |  66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e  | f.a.`~numpy.random.Generator`.in | 
| 79d60 |  73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a    20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61  | stance.instead;.............plea | 
| 79d80 |  73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a    60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74  | se.see.the.:ref:`random-quick-st | 
| 79da0 |  61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50    61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20  | art`...........Parameters....... | 
| 79dc0 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 6c 65 6e 67 74 68 20 3a 20 69 6e  | ..----------.........length.:.in | 
| 79de0 |  74 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75    6d 62 65 72 20 6f 66 20 72 61 6e 64 6f 6d 20 62  | t.............Number.of.random.b | 
| 79e00 |  79 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 52    65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d  | ytes...........Returns.........- | 
| 79e20 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f    75 74 20 3a 20 62 79 74 65 73 0a 20 20 20 20 20  | ------.........out.:.bytes...... | 
| 79e40 |  20 20 20 20 20 20 20 53 74 72 69 6e 67 20 6f 66    20 6c 65 6e 67 74 68 20 60 6c 65 6e 67 74 68 60  | .......String.of.length.`length` | 
| 79e60 |  2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41    6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | ...........See.Also.........---- | 
| 79e80 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e    64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 62 79  | ----.........random.Generator.by | 
| 79ea0 |  74 65 73 3a 20 77 68 69 63 68 20 73 68 6f 75 6c    64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65  | tes:.which.should.be.used.for.ne | 
| 79ec0 |  77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20    20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20  | w.code...........Examples....... | 
| 79ee0 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d  | ..--------.........>>>.np.random | 
| 79f00 |  2e 62 79 74 65 73 28 31 30 29 0a 20 20 20 20 20    20 20 20 62 27 20 65 68 5c 78 38 35 5c 78 30 32  | .bytes(10).........b'.eh\x85\x02 | 
| 79f20 |  32 53 5a 5c 78 62 66 5c 78 61 34 27 20 23 72 61    6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 00 00 00  | 2SZ\xbf\xa4'.#random............ | 
| 79f40 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 69 6e 74    28 6c 6f 77 2c 20 68 69 67 68 3d 4e 6f 6e 65 2c  | .........randint(low,.high=None, | 
| 79f60 |  20 73 69 7a 65 3d 4e 6f 6e 65 2c 20 64 74 79 70    65 3d 69 6e 74 29 0a 0a 20 20 20 20 20 20 20 20  | .size=None,.dtype=int).......... | 
| 79f80 |  52 65 74 75 72 6e 20 72 61 6e 64 6f 6d 20 69 6e    74 65 67 65 72 73 20 66 72 6f 6d 20 60 6c 6f 77  | Return.random.integers.from.`low | 
| 79fa0 |  60 20 28 69 6e 63 6c 75 73 69 76 65 29 20 74 6f    20 60 68 69 67 68 60 20 28 65 78 63 6c 75 73 69  | `.(inclusive).to.`high`.(exclusi | 
| 79fc0 |  76 65 29 2e 0a 0a 20 20 20 20 20 20 20 20 52 65    74 75 72 6e 20 72 61 6e 64 6f 6d 20 69 6e 74 65  | ve)...........Return.random.inte | 
| 79fe0 |  67 65 72 73 20 66 72 6f 6d 20 74 68 65 20 22 64    69 73 63 72 65 74 65 20 75 6e 69 66 6f 72 6d 22  | gers.from.the."discrete.uniform" | 
| 7a000 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66    0a 20 20 20 20 20 20 20 20 74 68 65 20 73 70 65  | .distribution.of.........the.spe | 
| 7a020 |  63 69 66 69 65 64 20 64 74 79 70 65 20 69 6e 20    74 68 65 20 22 68 61 6c 66 2d 6f 70 65 6e 22 20  | cified.dtype.in.the."half-open". | 
| 7a040 |  69 6e 74 65 72 76 61 6c 20 5b 60 6c 6f 77 60 2c    20 60 68 69 67 68 60 29 2e 20 49 66 0a 20 20 20  | interval.[`low`,.`high`)..If.... | 
| 7a060 |  20 20 20 20 20 60 68 69 67 68 60 20 69 73 20 4e    6f 6e 65 20 28 74 68 65 20 64 65 66 61 75 6c 74  | .....`high`.is.None.(the.default | 
| 7a080 |  29 2c 20 74 68 65 6e 20 72 65 73 75 6c 74 73 20    61 72 65 20 66 72 6f 6d 20 5b 30 2c 20 60 6c 6f  | ),.then.results.are.from.[0,.`lo | 
| 7a0a0 |  77 60 29 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e    20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20  | w`)..............note::......... | 
| 7a0c0 |  20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f    75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75  | ....New.code.should.use.the.`~nu | 
| 7a0e0 |  6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72    61 74 6f 72 2e 69 6e 74 65 67 65 72 73 60 0a 20  | mpy.random.Generator.integers`.. | 
| 7a100 |  20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f    64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72  | ...........method.of.a.`~numpy.r | 
| 7a120 |  61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60    20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61  | andom.Generator`.instance.instea | 
| 7a140 |  64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70    6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72  | d;.............please.see.the.:r | 
| 7a160 |  65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b    2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20  | ef:`random-quick-start`......... | 
| 7a180 |  20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20    20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a  | ..Parameters.........----------. | 
| 7a1a0 |  20 20 20 20 20 20 20 20 6c 6f 77 20 3a 20 69 6e    74 20 6f 72 20 61 72 72 61 79 2d 6c 69 6b 65 20  | ........low.:.int.or.array-like. | 
| 7a1c0 |  6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20    20 20 20 20 4c 6f 77 65 73 74 20 28 73 69 67 6e  | of.ints.............Lowest.(sign | 
| 7a1e0 |  65 64 29 20 69 6e 74 65 67 65 72 73 20 74 6f 20    62 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68  | ed).integers.to.be.drawn.from.th | 
| 7a200 |  65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28    75 6e 6c 65 73 73 0a 20 20 20 20 20 20 20 20 20  | e.distribution.(unless.......... | 
| 7a220 |  20 20 20 60 60 68 69 67 68 3d 4e 6f 6e 65 60 60    2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20  | ...``high=None``,.in.which.case. | 
| 7a240 |  74 68 69 73 20 70 61 72 61 6d 65 74 65 72 20 69    73 20 6f 6e 65 20 61 62 6f 76 65 20 74 68 65 0a  | this.parameter.is.one.above.the. | 
| 7a260 |  20 20 20 20 20 20 20 20 20 20 20 20 2a 68 69 67    68 65 73 74 2a 20 73 75 63 68 20 69 6e 74 65 67  | ............*highest*.such.integ | 
| 7a280 |  65 72 29 2e 0a 20 20 20 20 20 20 20 20 68 69 67    68 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79  | er)..........high.:.int.or.array | 
| 7a2a0 |  2d 6c 69 6b 65 20 6f 66 20 69 6e 74 73 2c 20 6f    70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20  | -like.of.ints,.optional......... | 
| 7a2c0 |  20 20 20 20 49 66 20 70 72 6f 76 69 64 65 64 2c    20 6f 6e 65 20 61 62 6f 76 65 20 74 68 65 20 6c  | ....If.provided,.one.above.the.l | 
| 7a2e0 |  61 72 67 65 73 74 20 28 73 69 67 6e 65 64 29 20    69 6e 74 65 67 65 72 20 74 6f 20 62 65 20 64 72  | argest.(signed).integer.to.be.dr | 
| 7a300 |  61 77 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20    66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62  | awn.............from.the.distrib | 
| 7a320 |  75 74 69 6f 6e 20 28 73 65 65 20 61 62 6f 76 65    20 66 6f 72 20 62 65 68 61 76 69 6f 72 20 69 66  | ution.(see.above.for.behavior.if | 
| 7a340 |  20 60 60 68 69 67 68 3d 4e 6f 6e 65 60 60 29 2e    0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20  | .``high=None``)..............If. | 
| 7a360 |  61 72 72 61 79 2d 6c 69 6b 65 2c 20 6d 75 73 74    20 63 6f 6e 74 61 69 6e 20 69 6e 74 65 67 65 72  | array-like,.must.contain.integer | 
| 7a380 |  20 76 61 6c 75 65 73 0a 20 20 20 20 20 20 20 20    73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75  | .values.........size.:.int.or.tu | 
| 7a3a0 |  70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74    69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20  | ple.of.ints,.optional........... | 
| 7a3c0 |  20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20    20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68  | ..Output.shape...If.the.given.sh | 
| 7a3e0 |  61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60    28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65  | ape.is,.e.g.,.``(m,.n,.k)``,.the | 
| 7a400 |  6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60    6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70  | n.............``m.*.n.*.k``.samp | 
| 7a420 |  6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20    44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c  | les.are.drawn...Default.is.None, | 
| 7a440 |  20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61    0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 6e  | .in.which.case.a.............sin | 
| 7a460 |  67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74    75 72 6e 65 64 2e 0a 20 20 20 20 20 20 20 20 64  | gle.value.is.returned..........d | 
| 7a480 |  74 79 70 65 20 3a 20 64 74 79 70 65 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | type.:.dtype,.optional.......... | 
| 7a4a0 |  20 20 20 44 65 73 69 72 65 64 20 64 74 79 70 65    20 6f 66 20 74 68 65 20 72 65 73 75 6c 74 2e 20  | ...Desired.dtype.of.the.result.. | 
| 7a4c0 |  42 79 74 65 6f 72 64 65 72 20 6d 75 73 74 20 62    65 20 6e 61 74 69 76 65 2e 0a 20 20 20 20 20 20  | Byteorder.must.be.native........ | 
| 7a4e0 |  20 20 20 20 20 20 54 68 65 20 64 65 66 61 75 6c    74 20 76 61 6c 75 65 20 69 73 20 69 6e 74 2e 0a  | ......The.default.value.is.int.. | 
| 7a500 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e 20    76 65 72 73 69 6f 6e 61 64 64 65 64 3a 3a 20 31  | ................versionadded::.1 | 
| 7a520 |  2e 31 31 2e 30 0a 0a 20 20 20 20 20 20 20 20 52    65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d  | .11.0..........Returns.........- | 
| 7a540 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f    75 74 20 3a 20 69 6e 74 20 6f 72 20 6e 64 61 72  | ------.........out.:.int.or.ndar | 
| 7a560 |  72 61 79 20 6f 66 20 69 6e 74 73 0a 20 20 20 20    20 20 20 20 20 20 20 20 60 73 69 7a 65 60 2d 73  | ray.of.ints.............`size`-s | 
| 7a580 |  68 61 70 65 64 20 61 72 72 61 79 20 6f 66 20 72    61 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 66  | haped.array.of.random.integers.f | 
| 7a5a0 |  72 6f 6d 20 74 68 65 20 61 70 70 72 6f 70 72 69    61 74 65 0a 20 20 20 20 20 20 20 20 20 20 20 20  | rom.the.appropriate............. | 
| 7a5c0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72    20 61 20 73 69 6e 67 6c 65 20 73 75 63 68 20 72  | distribution,.or.a.single.such.r | 
| 7a5e0 |  61 6e 64 6f 6d 20 69 6e 74 20 69 66 20 60 73 69    7a 65 60 20 6e 6f 74 20 70 72 6f 76 69 64 65 64  | andom.int.if.`size`.not.provided | 
| 7a600 |  2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41    6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | ...........See.Also.........---- | 
| 7a620 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e    64 6f 6d 5f 69 6e 74 65 67 65 72 73 20 3a 20 73  | ----.........random_integers.:.s | 
| 7a640 |  69 6d 69 6c 61 72 20 74 6f 20 60 72 61 6e 64 69    6e 74 60 2c 20 6f 6e 6c 79 20 66 6f 72 20 74 68  | imilar.to.`randint`,.only.for.th | 
| 7a660 |  65 20 63 6c 6f 73 65 64 0a 20 20 20 20 20 20 20    20 20 20 20 20 69 6e 74 65 72 76 61 6c 20 5b 60  | e.closed.............interval.[` | 
| 7a680 |  6c 6f 77 60 2c 20 60 68 69 67 68 60 5d 2c 20 61    6e 64 20 31 20 69 73 20 74 68 65 20 6c 6f 77 65  | low`,.`high`],.and.1.is.the.lowe | 
| 7a6a0 |  73 74 20 76 61 6c 75 65 20 69 66 20 60 68 69 67    68 60 20 69 73 0a 20 20 20 20 20 20 20 20 20 20  | st.value.if.`high`.is........... | 
| 7a6c0 |  20 20 6f 6d 69 74 74 65 64 2e 0a 20 20 20 20 20    20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | ..omitted..........random.Genera | 
| 7a6e0 |  74 6f 72 2e 69 6e 74 65 67 65 72 73 3a 20 77 68    69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73  | tor.integers:.which.should.be.us | 
| 7a700 |  65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e    0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c  | ed.for.new.code...........Exampl | 
| 7a720 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | es.........--------.........>>>. | 
| 7a740 |  6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e    74 28 32 2c 20 73 69 7a 65 3d 31 30 29 0a 20 20  | np.random.randint(2,.size=10)... | 
| 7a760 |  20 20 20 20 20 20 61 72 72 61 79 28 5b 31 2c 20    30 2c 20 30 2c 20 30 2c 20 31 2c 20 31 2c 20 30  | ......array([1,.0,.0,.0,.1,.1,.0 | 
| 7a780 |  2c 20 30 2c 20 31 2c 20 30 5d 29 20 23 20 72 61    6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | ,.0,.1,.0]).#.random.........>>> | 
| 7a7a0 |  20 6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69    6e 74 28 31 2c 20 73 69 7a 65 3d 31 30 29 0a 20  | .np.random.randint(1,.size=10).. | 
| 7a7c0 |  20 20 20 20 20 20 20 61 72 72 61 79 28 5b 30 2c    20 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 2c 20  | .......array([0,.0,.0,.0,.0,.0,. | 
| 7a7e0 |  30 2c 20 30 2c 20 30 2c 20 30 5d 29 0a 0a 20 20    20 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 61  | 0,.0,.0,.0])..........Generate.a | 
| 7a800 |  20 32 20 78 20 34 20 61 72 72 61 79 20 6f 66 20    69 6e 74 73 20 62 65 74 77 65 65 6e 20 30 20 61  | .2.x.4.array.of.ints.between.0.a | 
| 7a820 |  6e 64 20 34 2c 20 69 6e 63 6c 75 73 69 76 65 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70  | nd.4,.inclusive:..........>>>.np | 
| 7a840 |  2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e 74 28    35 2c 20 73 69 7a 65 3d 28 32 2c 20 34 29 29 0a  | .random.randint(5,.size=(2,.4)). | 
| 7a860 |  20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b    34 2c 20 30 2c 20 32 2c 20 31 5d 2c 20 23 20 72  | ........array([[4,.0,.2,.1],.#.r | 
| 7a880 |  61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 5b 33 2c 20 32 2c 20 32 2c 20 30  | andom................[3,.2,.2,.0 | 
| 7a8a0 |  5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 47 65 6e    65 72 61 74 65 20 61 20 31 20 78 20 33 20 61 72  | ]])..........Generate.a.1.x.3.ar | 
| 7a8c0 |  72 61 79 20 77 69 74 68 20 33 20 64 69 66 66 65    72 65 6e 74 20 75 70 70 65 72 20 62 6f 75 6e 64  | ray.with.3.different.upper.bound | 
| 7a8e0 |  73 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e    70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e 74  | s..........>>>.np.random.randint | 
| 7a900 |  28 31 2c 20 5b 33 2c 20 35 2c 20 31 30 5d 29 0a    20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 32  | (1,.[3,.5,.10]).........array([2 | 
| 7a920 |  2c 20 32 2c 20 39 5d 29 20 23 20 72 61 6e 64 6f    6d 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72  | ,.2,.9]).#.random..........Gener | 
| 7a940 |  61 74 65 20 61 20 31 20 62 79 20 33 20 61 72 72    61 79 20 77 69 74 68 20 33 20 64 69 66 66 65 72  | ate.a.1.by.3.array.with.3.differ | 
| 7a960 |  65 6e 74 20 6c 6f 77 65 72 20 62 6f 75 6e 64 73    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70  | ent.lower.bounds..........>>>.np | 
| 7a980 |  2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e 74 28    5b 31 2c 20 35 2c 20 37 5d 2c 20 31 30 29 0a 20  | .random.randint([1,.5,.7],.10).. | 
| 7a9a0 |  20 20 20 20 20 20 20 61 72 72 61 79 28 5b 39 2c    20 38 2c 20 37 5d 29 20 23 20 72 61 6e 64 6f 6d  | .......array([9,.8,.7]).#.random | 
| 7a9c0 |  0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61    74 65 20 61 20 32 20 62 79 20 34 20 61 72 72 61  | ..........Generate.a.2.by.4.arra | 
| 7a9e0 |  79 20 75 73 69 6e 67 20 62 72 6f 61 64 63 61 73    74 69 6e 67 20 77 69 74 68 20 64 74 79 70 65 20  | y.using.broadcasting.with.dtype. | 
| 7aa00 |  6f 66 20 75 69 6e 74 38 0a 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e  | of.uint8..........>>>.np.random. | 
| 7aa20 |  72 61 6e 64 69 6e 74 28 5b 31 2c 20 33 2c 20 35    2c 20 37 5d 2c 20 5b 5b 31 30 5d 2c 20 5b 32 30  | randint([1,.3,.5,.7],.[[10],.[20 | 
| 7aa40 |  5d 5d 2c 20 64 74 79 70 65 3d 6e 70 2e 75 69 6e    74 38 29 0a 20 20 20 20 20 20 20 20 61 72 72 61  | ]],.dtype=np.uint8).........arra | 
| 7aa60 |  79 28 5b 5b 20 38 2c 20 20 36 2c 20 20 39 2c 20    20 37 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20  | y([[.8,..6,..9,..7],.#.random... | 
| 7aa80 |  20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 31    2c 20 31 36 2c 20 20 39 2c 20 31 32 5d 5d 2c 20  | .............[.1,.16,..9,.12]],. | 
| 7aaa0 |  64 74 79 70 65 3d 75 69 6e 74 38 29 0a 20 20 20    20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00  | dtype=uint8).................... | 
| 7aac0 |  0a 20 20 20 20 20 20 20 20 74 6f 6d 61 78 69 6e    74 28 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20  | .........tomaxint(size=None).... | 
| 7aae0 |  20 20 20 20 20 20 52 65 74 75 72 6e 20 61 20 73    61 6d 70 6c 65 20 6f 66 20 75 6e 69 66 6f 72 6d  | ......Return.a.sample.of.uniform | 
| 7ab00 |  6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 72    61 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 69  | ly.distributed.random.integers.i | 
| 7ab20 |  6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 0a 20    20 20 20 20 20 20 20 5b 30 2c 20 60 60 6e 70 2e  | n.the.interval.........[0,.``np. | 
| 7ab40 |  69 69 6e 66 6f 28 6e 70 2e 69 6e 74 5f 29 2e 6d    61 78 60 60 5d 2e 20 54 68 65 20 60 6e 70 2e 69  | iinfo(np.int_).max``]..The.`np.i | 
| 7ab60 |  6e 74 5f 60 20 74 79 70 65 20 74 72 61 6e 73 6c    61 74 65 73 20 74 6f 20 74 68 65 20 43 20 6c 6f  | nt_`.type.translates.to.the.C.lo | 
| 7ab80 |  6e 67 0a 20 20 20 20 20 20 20 20 69 6e 74 65 67    65 72 20 74 79 70 65 20 61 6e 64 20 69 74 73 20  | ng.........integer.type.and.its. | 
| 7aba0 |  70 72 65 63 69 73 69 6f 6e 20 69 73 20 70 6c 61    74 66 6f 72 6d 20 64 65 70 65 6e 64 65 6e 74 2e  | precision.is.platform.dependent. | 
| 7abc0 |  0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65    74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d  | ..........Parameters.........--- | 
| 7abe0 |  2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20    73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75  | -------.........size.:.int.or.tu | 
| 7ac00 |  70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74    69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20  | ple.of.ints,.optional........... | 
| 7ac20 |  20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20    20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68  | ..Output.shape...If.the.given.sh | 
| 7ac40 |  61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60    28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65  | ape.is,.e.g.,.``(m,.n,.k)``,.the | 
| 7ac60 |  6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60    6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70  | n.............``m.*.n.*.k``.samp | 
| 7ac80 |  6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20    44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c  | les.are.drawn...Default.is.None, | 
| 7aca0 |  20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61    0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 6e  | .in.which.case.a.............sin | 
| 7acc0 |  67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74    75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20 20  | gle.value.is.returned........... | 
| 7ace0 |  52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | Returns.........-------......... | 
| 7ad00 |  6f 75 74 20 3a 20 6e 64 61 72 72 61 79 0a 20 20    20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20  | out.:.ndarray.............Drawn. | 
| 7ad20 |  73 61 6d 70 6c 65 73 2c 20 77 69 74 68 20 73 68    61 70 65 20 60 73 69 7a 65 60 2e 0a 0a 20 20 20  | samples,.with.shape.`size`...... | 
| 7ad40 |  20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20  | .....See.Also.........--------.. | 
| 7ad60 |  20 20 20 20 20 20 20 72 61 6e 64 69 6e 74 20 3a    20 55 6e 69 66 6f 72 6d 20 73 61 6d 70 6c 69 6e  | .......randint.:.Uniform.samplin | 
| 7ad80 |  67 20 6f 76 65 72 20 61 20 67 69 76 65 6e 20 68    61 6c 66 2d 6f 70 65 6e 20 69 6e 74 65 72 76 61  | g.over.a.given.half-open.interva | 
| 7ada0 |  6c 20 6f 66 20 69 6e 74 65 67 65 72 73 2e 0a 20    20 20 20 20 20 20 20 72 61 6e 64 6f 6d 5f 69 6e  | l.of.integers..........random_in | 
| 7adc0 |  74 65 67 65 72 73 20 3a 20 55 6e 69 66 6f 72 6d    20 73 61 6d 70 6c 69 6e 67 20 6f 76 65 72 20 61  | tegers.:.Uniform.sampling.over.a | 
| 7ade0 |  20 67 69 76 65 6e 20 63 6c 6f 73 65 64 20 69 6e    74 65 72 76 61 6c 20 6f 66 0a 20 20 20 20 20 20  | .given.closed.interval.of....... | 
| 7ae00 |  20 20 20 20 20 20 69 6e 74 65 67 65 72 73 2e 0a    0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65  | ......integers...........Example | 
| 7ae20 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72  | s.........--------.........>>>.r | 
| 7ae40 |  73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 52 61    6e 64 6f 6d 53 74 61 74 65 28 29 20 23 20 6e 65  | s.=.np.random.RandomState().#.ne | 
| 7ae60 |  65 64 20 61 20 52 61 6e 64 6f 6d 53 74 61 74 65    20 6f 62 6a 65 63 74 0a 20 20 20 20 20 20 20 20  | ed.a.RandomState.object......... | 
| 7ae80 |  3e 3e 3e 20 72 73 2e 74 6f 6d 61 78 69 6e 74 28    28 32 2c 32 2c 32 29 29 0a 20 20 20 20 20 20 20  | >>>.rs.tomaxint((2,2,2))........ | 
| 7aea0 |  20 61 72 72 61 79 28 5b 5b 5b 31 31 37 30 30 34    38 35 39 39 2c 20 31 36 30 30 33 36 30 31 38 36  | .array([[[1170048599,.1600360186 | 
| 7aec0 |  5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 20 5b 20 37 33  | ],.#.random.................[.73 | 
| 7aee0 |  39 37 33 31 30 30 36 2c 20 31 39 34 37 37 35 37    35 37 38 5d 5d 2c 0a 20 20 20 20 20 20 20 20 20  | 9731006,.1947757578]],.......... | 
| 7af00 |  20 20 20 20 20 20 5b 5b 31 38 37 31 37 31 32 39    34 35 2c 20 20 37 35 32 33 30 37 36 36 30 5d 2c  | ......[[1871712945,..752307660], | 
| 7af20 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 5b 31 36 30 31 36 33 31 33 37 30 2c 20 31 34  | .................[1601631370,.14 | 
| 7af40 |  37 39 33 32 34 32 34 35 5d 5d 5d 29 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 72 73 2e 74 6f 6d 61  | 79324245]]]).........>>>.rs.toma | 
| 7af60 |  78 69 6e 74 28 28 32 2c 32 2c 32 29 29 20 3c 20    6e 70 2e 69 69 6e 66 6f 28 6e 70 2e 69 6e 74 5f  | xint((2,2,2)).<.np.iinfo(np.int_ | 
| 7af80 |  29 2e 6d 61 78 0a 20 20 20 20 20 20 20 20 61 72    72 61 79 28 5b 5b 5b 20 54 72 75 65 2c 20 20 54  | ).max.........array([[[.True,..T | 
| 7afa0 |  72 75 65 5d 2c 0a 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 5b 20 54 72 75 65 2c 20 20 54  | rue],.................[.True,..T | 
| 7afc0 |  72 75 65 5d 5d 2c 0a 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 5b 5b 20 54 72 75 65 2c 20 20  | rue]],................[[.True,.. | 
| 7afe0 |  54 72 75 65 5d 2c 0a 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 5b 20 54 72 75 65 2c 20 20  | True],.................[.True,.. | 
| 7b000 |  54 72 75 65 5d 5d 5d 29 0a 0a 20 20 20 20 20 20    20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | True]]])........................ | 
| 7b020 |  0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72    64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 28 73 69  | .........standard_exponential(si | 
| 7b040 |  7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20    20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66  | ze=None)..........Draw.samples.f | 
| 7b060 |  72 6f 6d 20 74 68 65 20 73 74 61 6e 64 61 72 64    20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73  | rom.the.standard.exponential.dis | 
| 7b080 |  74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20    20 20 20 20 60 73 74 61 6e 64 61 72 64 5f 65 78  | tribution...........`standard_ex | 
| 7b0a0 |  70 6f 6e 65 6e 74 69 61 6c 60 20 69 73 20 69 64    65 6e 74 69 63 61 6c 20 74 6f 20 74 68 65 20 65  | ponential`.is.identical.to.the.e | 
| 7b0c0 |  78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72    69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20  | xponential.distribution......... | 
| 7b0e0 |  77 69 74 68 20 61 20 73 63 61 6c 65 20 70 61 72    61 6d 65 74 65 72 20 6f 66 20 31 2e 0a 0a 20 20  | with.a.scale.parameter.of.1..... | 
| 7b100 |  20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a    20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20  | .........note::.............New. | 
| 7b120 |  63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20    74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20  | code.should.use.the............. | 
| 7b140 |  60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47    65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72  | `~numpy.random.Generator.standar | 
| 7b160 |  64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 60 0a 20    20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f  | d_exponential`.............metho | 
| 7b180 |  64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72    61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60  | d.of.a.`~numpy.random.Generator` | 
| 7b1a0 |  20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61    64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70  | .instance.instead;.............p | 
| 7b1c0 |  6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72    65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b  | lease.see.the.:ref:`random-quick | 
| 7b1e0 |  2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20    20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20  | -start`...........Parameters.... | 
| 7b200 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69  | .....----------.........size.:.i | 
| 7b220 |  6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69    6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20  | nt.or.tuple.of.ints,.optional... | 
| 7b240 |  20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74    20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20  | ..........Output.shape...If.the. | 
| 7b260 |  67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20    65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b  | given.shape.is,.e.g.,.``(m,.n,.k | 
| 7b280 |  29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20    20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20  | )``,.then.............``m.*.n.*. | 
| 7b2a0 |  6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20    64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20  | k``.samples.are.drawn...Default. | 
| 7b2c0 |  69 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63    68 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20  | is.None,.in.which.case.a........ | 
| 7b2e0 |  20 20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75    65 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 0a  | .....single.value.is.returned... | 
| 7b300 |  20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a  | ........Returns.........-------. | 
| 7b320 |  20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 66 6c    6f 61 74 20 6f 72 20 6e 64 61 72 72 61 79 0a 20  | ........out.:.float.or.ndarray.. | 
| 7b340 |  20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e    20 73 61 6d 70 6c 65 73 2e 0a 0a 20 20 20 20 20  | ...........Drawn.samples........ | 
| 7b360 |  20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20    20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | ...See.Also.........--------.... | 
| 7b380 |  20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 65  | .....random.Generator.standard_e | 
| 7b3a0 |  78 70 6f 6e 65 6e 74 69 61 6c 3a 20 77 68 69 63    68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64  | xponential:.which.should.be.used | 
| 7b3c0 |  20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a    20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73  | .for.new.code...........Examples | 
| 7b3e0 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d    2d 0a 20 20 20 20 20 20 20 20 4f 75 74 70 75 74  | .........--------.........Output | 
| 7b400 |  20 61 20 33 78 38 30 30 30 20 61 72 72 61 79 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 20  | .a.3x8000.array:..........>>>.n. | 
| 7b420 |  3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e    64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c  | =.np.random.standard_exponential | 
| 7b440 |  28 28 33 2c 20 38 30 30 30 29 29 0a 0a 20 20 20    20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00  | ((3,.8000))..................... | 
| 7b460 |  0a 20 20 20 20 20 20 20 20 65 78 70 6f 6e 65 6e    74 69 61 6c 28 73 63 61 6c 65 3d 31 2e 30 2c 20  | .........exponential(scale=1.0,. | 
| 7b480 |  73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20    20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73  | size=None)..........Draw.samples | 
| 7b4a0 |  20 66 72 6f 6d 20 61 6e 20 65 78 70 6f 6e 65 6e    74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f  | .from.an.exponential.distributio | 
| 7b4c0 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 73 20    70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73  | n...........Its.probability.dens | 
| 7b4e0 |  69 74 79 20 66 75 6e 63 74 69 6f 6e 20 69 73 0a    0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68  | ity.function.is.............math | 
| 7b500 |  3a 3a 20 66 28 78 3b 20 5c 66 72 61 63 7b 31 7d    7b 5c 62 65 74 61 7d 29 20 3d 20 5c 66 72 61 63  | ::.f(x;.\frac{1}{\beta}).=.\frac | 
| 7b520 |  7b 31 7d 7b 5c 62 65 74 61 7d 20 5c 65 78 70 28    2d 5c 66 72 61 63 7b 78 7d 7b 5c 62 65 74 61 7d  | {1}{\beta}.\exp(-\frac{x}{\beta} | 
| 7b540 |  29 2c 0a 0a 20 20 20 20 20 20 20 20 66 6f 72 20    60 60 78 20 3e 20 30 60 60 20 61 6e 64 20 30 20  | ),..........for.``x.>.0``.and.0. | 
| 7b560 |  65 6c 73 65 77 68 65 72 65 2e 20 3a 6d 61 74 68    3a 60 5c 62 65 74 61 60 20 69 73 20 74 68 65 20  | elsewhere..:math:`\beta`.is.the. | 
| 7b580 |  73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 2c    0a 20 20 20 20 20 20 20 20 77 68 69 63 68 20 69  | scale.parameter,.........which.i | 
| 7b5a0 |  73 20 74 68 65 20 69 6e 76 65 72 73 65 20 6f 66    20 74 68 65 20 72 61 74 65 20 70 61 72 61 6d 65  | s.the.inverse.of.the.rate.parame | 
| 7b5c0 |  74 65 72 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62    64 61 20 3d 20 31 2f 5c 62 65 74 61 60 2e 0a 20  | ter.:math:`\lambda.=.1/\beta`... | 
| 7b5e0 |  20 20 20 20 20 20 20 54 68 65 20 72 61 74 65 20    70 61 72 61 6d 65 74 65 72 20 69 73 20 61 6e 20  | .......The.rate.parameter.is.an. | 
| 7b600 |  61 6c 74 65 72 6e 61 74 69 76 65 2c 20 77 69 64    65 6c 79 20 75 73 65 64 20 70 61 72 61 6d 65 74  | alternative,.widely.used.paramet | 
| 7b620 |  65 72 69 7a 61 74 69 6f 6e 0a 20 20 20 20 20 20    20 20 6f 66 20 74 68 65 20 65 78 70 6f 6e 65 6e  | erization.........of.the.exponen | 
| 7b640 |  74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 5b 33 5d 5f 2e 0a 0a 20 20 20 20 20 20 20  | tial.distribution.[3]_.......... | 
| 7b660 |  20 54 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73  | .The.exponential.distribution.is | 
| 7b680 |  20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 61 6e    61 6c 6f 67 75 65 20 6f 66 20 74 68 65 0a 20 20  | .a.continuous.analogue.of.the... | 
| 7b6a0 |  20 20 20 20 20 20 67 65 6f 6d 65 74 72 69 63 20    64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 49  | ......geometric.distribution...I | 
| 7b6c0 |  74 20 64 65 73 63 72 69 62 65 73 20 6d 61 6e 79    20 63 6f 6d 6d 6f 6e 20 73 69 74 75 61 74 69 6f  | t.describes.many.common.situatio | 
| 7b6e0 |  6e 73 2c 20 73 75 63 68 20 61 73 0a 20 20 20 20    20 20 20 20 74 68 65 20 73 69 7a 65 20 6f 66 20  | ns,.such.as.........the.size.of. | 
| 7b700 |  72 61 69 6e 64 72 6f 70 73 20 6d 65 61 73 75 72    65 64 20 6f 76 65 72 20 6d 61 6e 79 20 72 61 69  | raindrops.measured.over.many.rai | 
| 7b720 |  6e 73 74 6f 72 6d 73 20 5b 31 5d 5f 2c 20 6f 72    20 74 68 65 20 74 69 6d 65 0a 20 20 20 20 20 20  | nstorms.[1]_,.or.the.time....... | 
| 7b740 |  20 20 62 65 74 77 65 65 6e 20 70 61 67 65 20 72    65 71 75 65 73 74 73 20 74 6f 20 57 69 6b 69 70  | ..between.page.requests.to.Wikip | 
| 7b760 |  65 64 69 61 20 5b 32 5d 5f 2e 0a 0a 20 20 20 20    20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20  | edia.[2]_..............note::... | 
| 7b780 |  20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f    64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68  | ..........New.code.should.use.th | 
| 7b7a0 |  65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d    2e 47 65 6e 65 72 61 74 6f 72 2e 65 78 70 6f 6e  | e.`~numpy.random.Generator.expon | 
| 7b7c0 |  65 6e 74 69 61 6c 60 0a 20 20 20 20 20 20 20 20    20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20  | ential`.............method.of.a. | 
| 7b7e0 |  60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47    65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e  | `~numpy.random.Generator`.instan | 
| 7b800 |  63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20    20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73  | ce.instead;.............please.s | 
| 7b820 |  65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e    64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60  | ee.the.:ref:`random-quick-start` | 
| 7b840 |  2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d    65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d  | ...........Parameters.........-- | 
| 7b860 |  2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f  | --------.........scale.:.float.o | 
| 7b880 |  72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20    66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20  | r.array_like.of.floats.......... | 
| 7b8a0 |  20 20 20 54 68 65 20 73 63 61 6c 65 20 70 61 72    61 6d 65 74 65 72 2c 20 3a 6d 61 74 68 3a 60 5c  | ...The.scale.parameter,.:math:`\ | 
| 7b8c0 |  62 65 74 61 20 3d 20 31 2f 5c 6c 61 6d 62 64 61    60 2e 20 4d 75 73 74 20 62 65 0a 20 20 20 20 20  | beta.=.1/\lambda`..Must.be...... | 
| 7b8e0 |  20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65 67 61 74    69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a  | .......non-negative..........siz | 
| 7b900 |  65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65    20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e  | e.:.int.or.tuple.of.ints,.option | 
| 7b920 |  61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f    75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66  | al.............Output.shape...If | 
| 7b940 |  20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65    20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c  | .the.given.shape.is,.e.g.,.``(m, | 
| 7b960 |  20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20    20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a  | .n,.k)``,.then.............``m.* | 
| 7b980 |  20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73    20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20  | .n.*.k``.samples.are.drawn...If. | 
| 7b9a0 |  73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60    20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20  | size.is.``None``.(default),..... | 
| 7b9c0 |  20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65    20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e  | ........a.single.value.is.return | 
| 7b9e0 |  65 64 20 69 66 20 60 60 73 63 61 6c 65 60 60 20    69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74  | ed.if.``scale``.is.a.scalar...Ot | 
| 7ba00 |  68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20    20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28  | herwise,.............``np.array( | 
| 7ba20 |  73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61    6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e  | scale).size``.samples.are.drawn. | 
| 7ba40 |  0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e    73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | ..........Returns.........------ | 
| 7ba60 |  2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20    6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61  | -.........out.:.ndarray.or.scala | 
| 7ba80 |  72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72    61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d  | r.............Drawn.samples.from | 
| 7baa0 |  20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a    65 64 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64  | .the.parameterized.exponential.d | 
| 7bac0 |  69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20    20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20  | istribution...........Examples.. | 
| 7bae0 |  20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 41 20 72 65 61 6c 20 77  | .......--------.........A.real.w | 
| 7bb00 |  6f 72 6c 64 20 65 78 61 6d 70 6c 65 3a 20 41 73    73 75 6d 65 20 61 20 63 6f 6d 70 61 6e 79 20 68  | orld.example:.Assume.a.company.h | 
| 7bb20 |  61 73 20 31 30 30 30 30 20 63 75 73 74 6f 6d 65    72 20 73 75 70 70 6f 72 74 20 0a 20 20 20 20 20  | as.10000.customer.support....... | 
| 7bb40 |  20 20 20 61 67 65 6e 74 73 20 61 6e 64 20 74 68    65 20 61 76 65 72 61 67 65 20 74 69 6d 65 20 62  | ...agents.and.the.average.time.b | 
| 7bb60 |  65 74 77 65 65 6e 20 63 75 73 74 6f 6d 65 72 20    63 61 6c 6c 73 20 69 73 20 34 20 6d 69 6e 75 74  | etween.customer.calls.is.4.minut | 
| 7bb80 |  65 73 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 6e 20 3d 20 31 30 30 30 30 0a 20 20 20 20 20  | es...........>>>.n.=.10000...... | 
| 7bba0 |  20 20 20 3e 3e 3e 20 74 69 6d 65 5f 62 65 74 77    65 65 6e 5f 63 61 6c 6c 73 20 3d 20 6e 70 2e 72  | ...>>>.time_between_calls.=.np.r | 
| 7bbc0 |  61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e    67 28 29 2e 65 78 70 6f 6e 65 6e 74 69 61 6c 28  | andom.default_rng().exponential( | 
| 7bbe0 |  73 63 61 6c 65 3d 34 2c 20 73 69 7a 65 3d 6e 29    0a 0a 20 20 20 20 20 20 20 20 57 68 61 74 20 69  | scale=4,.size=n)..........What.i | 
| 7bc00 |  73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74    79 20 74 68 61 74 20 61 20 63 75 73 74 6f 6d 65  | s.the.probability.that.a.custome | 
| 7bc20 |  72 20 77 69 6c 6c 20 63 61 6c 6c 20 69 6e 20 74    68 65 20 6e 65 78 74 20 0a 20 20 20 20 20 20 20  | r.will.call.in.the.next......... | 
| 7bc40 |  20 34 20 74 6f 20 35 20 6d 69 6e 75 74 65 73 3f    20 0a 20 20 20 20 20 20 20 20 0a 20 20 20 20 20  | .4.to.5.minutes?................ | 
| 7bc60 |  20 20 20 3e 3e 3e 20 78 20 3d 20 28 28 74 69 6d    65 5f 62 65 74 77 65 65 6e 5f 63 61 6c 6c 73 20  | ...>>>.x.=.((time_between_calls. | 
| 7bc80 |  3c 20 35 29 2e 73 75 6d 28 29 29 2f 6e 20 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 28  | <.5).sum())/n..........>>>.y.=.( | 
| 7bca0 |  28 74 69 6d 65 5f 62 65 74 77 65 65 6e 5f 63 61    6c 6c 73 20 3c 20 34 29 2e 73 75 6d 28 29 29 2f  | (time_between_calls.<.4).sum())/ | 
| 7bcc0 |  6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 2d    79 0a 20 20 20 20 20 20 20 20 30 2e 30 38 20 23  | n.........>>>.x-y.........0.08.# | 
| 7bce0 |  20 6d 61 79 20 76 61 72 79 0a 0a 20 20 20 20 20    20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20  | .may.vary..........See.Also..... | 
| 7bd00 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65  | ....--------.........random.Gene | 
| 7bd20 |  72 61 74 6f 72 2e 65 78 70 6f 6e 65 6e 74 69 61    6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20  | rator.exponential:.which.should. | 
| 7bd40 |  62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20    63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 52  | be.used.for.new.code...........R | 
| 7bd60 |  65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | eferences.........----------.... | 
| 7bd80 |  20 20 20 20 20 2e 2e 20 5b 31 5d 20 50 65 79 74    6f 6e 20 5a 2e 20 50 65 65 62 6c 65 73 20 4a 72  | ........[1].Peyton.Z..Peebles.Jr | 
| 7bda0 |  2e 2c 20 22 50 72 6f 62 61 62 69 6c 69 74 79 2c    20 52 61 6e 64 6f 6d 20 56 61 72 69 61 62 6c 65  | .,."Probability,.Random.Variable | 
| 7bdc0 |  73 20 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 52 61 6e 64 6f 6d 20 53 69 67 6e  | s.and................Random.Sign | 
| 7bde0 |  61 6c 20 50 72 69 6e 63 69 70 6c 65 73 22 2c 20    34 74 68 20 65 64 2c 20 32 30 30 31 2c 20 70 2e  | al.Principles",.4th.ed,.2001,.p. | 
| 7be00 |  20 35 37 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20    5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22  | .57.............[2].Wikipedia,." | 
| 7be20 |  50 6f 69 73 73 6f 6e 20 70 72 6f 63 65 73 73 22    2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | Poisson.process",............... | 
| 7be40 |  20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69    70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 50  | .https://en.wikipedia.org/wiki/P | 
| 7be60 |  6f 69 73 73 6f 6e 5f 70 72 6f 63 65 73 73 0a 20    20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69  | oisson_process............[3].Wi | 
| 7be80 |  6b 69 70 65 64 69 61 2c 20 22 45 78 70 6f 6e 65    6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69  | kipedia,."Exponential.distributi | 
| 7bea0 |  6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77  | on",................https://en.w | 
| 7bec0 |  69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b    69 2f 45 78 70 6f 6e 65 6e 74 69 61 6c 5f 64 69  | ikipedia.org/wiki/Exponential_di | 
| 7bee0 |  73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20    20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00  | stribution...................... | 
| 7bf00 |  0a 20 20 20 20 20 20 20 20 62 65 74 61 28 61 2c    20 62 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a  | .........beta(a,.b,.size=None).. | 
| 7bf20 |  20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d    70 6c 65 73 20 66 72 6f 6d 20 61 20 42 65 74 61  | ........Draw.samples.from.a.Beta | 
| 7bf40 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a    20 20 20 20 20 20 20 20 54 68 65 20 42 65 74 61  | .distribution...........The.Beta | 
| 7bf60 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73    20 61 20 73 70 65 63 69 61 6c 20 63 61 73 65 20  | .distribution.is.a.special.case. | 
| 7bf80 |  6f 66 20 74 68 65 20 44 69 72 69 63 68 6c 65 74    20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20  | of.the.Dirichlet.distribution,.. | 
| 7bfa0 |  20 20 20 20 20 20 20 61 6e 64 20 69 73 20 72 65    6c 61 74 65 64 20 74 6f 20 74 68 65 20 47 61 6d  | .......and.is.related.to.the.Gam | 
| 7bfc0 |  6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e    20 20 49 74 20 68 61 73 20 74 68 65 20 70 72 6f  | ma.distribution...It.has.the.pro | 
| 7bfe0 |  62 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 66 75  | bability.........distribution.fu | 
| 7c000 |  6e 63 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20    2e 2e 20 6d 61 74 68 3a 3a 20 66 28 78 3b 20 61  | nction.............math::.f(x;.a | 
| 7c020 |  2c 62 29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 42    28 5c 61 6c 70 68 61 2c 20 5c 62 65 74 61 29 7d  | ,b).=.\frac{1}{B(\alpha,.\beta)} | 
| 7c040 |  20 78 5e 7b 5c 61 6c 70 68 61 20 2d 20 31 7d 0a    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .x^{\alpha.-.1}................. | 
| 7c060 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | ................................ | 
| 7c080 |  20 20 20 20 20 20 20 20 20 28 31 20 2d 20 78 29    5e 7b 5c 62 65 74 61 20 2d 20 31 7d 2c 0a 0a 20  | .........(1.-.x)^{\beta.-.1},... | 
| 7c0a0 |  20 20 20 20 20 20 20 77 68 65 72 65 20 74 68 65    20 6e 6f 72 6d 61 6c 69 7a 61 74 69 6f 6e 2c 20  | .......where.the.normalization,. | 
| 7c0c0 |  42 2c 20 69 73 20 74 68 65 20 62 65 74 61 20 66    75 6e 63 74 69 6f 6e 2c 0a 0a 20 20 20 20 20 20  | B,.is.the.beta.function,........ | 
| 7c0e0 |  20 20 2e 2e 20 6d 61 74 68 3a 3a 20 42 28 5c 61    6c 70 68 61 2c 20 5c 62 65 74 61 29 20 3d 20 5c  | .....math::.B(\alpha,.\beta).=.\ | 
| 7c100 |  69 6e 74 5f 30 5e 31 20 74 5e 7b 5c 61 6c 70 68    61 20 2d 20 31 7d 0a 20 20 20 20 20 20 20 20 20  | int_0^1.t^{\alpha.-.1}.......... | 
| 7c120 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 20 28 31 20 2d  | ............................(1.- | 
| 7c140 |  20 74 29 5e 7b 5c 62 65 74 61 20 2d 20 31 7d 20    64 74 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 20  | .t)^{\beta.-.1}.dt...........It. | 
| 7c160 |  69 73 20 6f 66 74 65 6e 20 73 65 65 6e 20 69 6e    20 42 61 79 65 73 69 61 6e 20 69 6e 66 65 72 65  | is.often.seen.in.Bayesian.infere | 
| 7c180 |  6e 63 65 20 61 6e 64 20 6f 72 64 65 72 20 73 74    61 74 69 73 74 69 63 73 2e 0a 0a 20 20 20 20 20  | nce.and.order.statistics........ | 
| 7c1a0 |  20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20    20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64  | ......note::.............New.cod | 
| 7c1c0 |  65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65    20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e  | e.should.use.the.`~numpy.random. | 
| 7c1e0 |  47 65 6e 65 72 61 74 6f 72 2e 62 65 74 61 60 0a    20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68  | Generator.beta`.............meth | 
| 7c200 |  6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | od.of.a.`~numpy.random.Generator | 
| 7c220 |  60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65    61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20  | `.instance.instead;............. | 
| 7c240 |  70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a    72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63  | please.see.the.:ref:`random-quic | 
| 7c260 |  6b 2d 73 74 61 72 74 60 2e 0a 0a 0a 20 20 20 20    20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20  | k-start`............Parameters.. | 
| 7c280 |  20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d    2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c  | .......----------.........a.:.fl | 
| 7c2a0 |  6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b    65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20  | oat.or.array_like.of.floats..... | 
| 7c2c0 |  20 20 20 20 20 20 20 20 41 6c 70 68 61 2c 20 70    6f 73 69 74 69 76 65 20 28 3e 30 29 2e 0a 20 20  | ........Alpha,.positive.(>0).... | 
| 7c2e0 |  20 20 20 20 20 20 62 20 3a 20 66 6c 6f 61 74 20    6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66  | ......b.:.float.or.array_like.of | 
| 7c300 |  20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20    20 20 20 20 42 65 74 61 2c 20 70 6f 73 69 74 69  | .floats.............Beta,.positi | 
| 7c320 |  76 65 20 28 3e 30 29 2e 0a 20 20 20 20 20 20 20    20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74  | ve.(>0)..........size.:.int.or.t | 
| 7c340 |  75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | uple.of.ints,.optional.......... | 
| 7c360 |  20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e    20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73  | ...Output.shape...If.the.given.s | 
| 7c380 |  68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60    60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68  | hape.is,.e.g.,.``(m,.n,.k)``,.th | 
| 7c3a0 |  65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60    60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d  | en.............``m.*.n.*.k``.sam | 
| 7c3c0 |  70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20    20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f  | ples.are.drawn...If.size.is.``No | 
| 7c3e0 |  6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a    20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69  | ne``.(default),.............a.si | 
| 7c400 |  6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65    74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20  | ngle.value.is.returned.if.``a``. | 
| 7c420 |  61 6e 64 20 60 60 62 60 60 20 61 72 65 20 62 6f    74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20  | and.``b``.are.both.scalars...... | 
| 7c440 |  20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73    65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73  | ........Otherwise,.``np.broadcas | 
| 7c460 |  74 28 61 2c 20 62 29 2e 73 69 7a 65 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | t(a,.b).size``.samples.are.drawn | 
| 7c480 |  2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72    6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ...........Returns.........----- | 
| 7c4a0 |  2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a    20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c  | --.........out.:.ndarray.or.scal | 
| 7c4c0 |  61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44    72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f  | ar.............Drawn.samples.fro | 
| 7c4e0 |  6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69    7a 65 64 20 62 65 74 61 20 64 69 73 74 72 69 62  | m.the.parameterized.beta.distrib | 
| 7c500 |  75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20    53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20  | ution...........See.Also........ | 
| 7c520 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74  | .--------.........random.Generat | 
| 7c540 |  6f 72 2e 62 65 74 61 3a 20 77 68 69 63 68 20 73    68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f  | or.beta:.which.should.be.used.fo | 
| 7c560 |  72 20 6e 65 77 20 63 6f 64 65 2e 0a 20 20 20 20    20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00  | r.new.code...................... | 
| 7c580 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 28    73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20  | .........random(size=None)...... | 
| 7c5a0 |  20 20 20 20 52 65 74 75 72 6e 20 72 61 6e 64 6f    6d 20 66 6c 6f 61 74 73 20 69 6e 20 74 68 65 20  | ....Return.random.floats.in.the. | 
| 7c5c0 |  68 61 6c 66 2d 6f 70 65 6e 20 69 6e 74 65 72 76    61 6c 20 5b 30 2e 30 2c 20 31 2e 30 29 2e 20 41  | half-open.interval.[0.0,.1.0)..A | 
| 7c5e0 |  6c 69 61 73 20 66 6f 72 0a 20 20 20 20 20 20 20    20 60 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 60  | lias.for.........`random_sample` | 
| 7c600 |  20 74 6f 20 65 61 73 65 20 66 6f 72 77 61 72 64    2d 70 6f 72 74 69 6e 67 20 74 6f 20 74 68 65 20  | .to.ease.forward-porting.to.the. | 
| 7c620 |  6e 65 77 20 72 61 6e 64 6f 6d 20 41 50 49 2e 0a    20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00  | new.random.API.................. | 
| 7c640 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 5f    73 61 6d 70 6c 65 28 73 69 7a 65 3d 4e 6f 6e 65  | .........random_sample(size=None | 
| 7c660 |  29 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72    6e 20 72 61 6e 64 6f 6d 20 66 6c 6f 61 74 73 20  | )..........Return.random.floats. | 
| 7c680 |  69 6e 20 74 68 65 20 68 61 6c 66 2d 6f 70 65 6e    20 69 6e 74 65 72 76 61 6c 20 5b 30 2e 30 2c 20  | in.the.half-open.interval.[0.0,. | 
| 7c6a0 |  31 2e 30 29 2e 0a 0a 20 20 20 20 20 20 20 20 52    65 73 75 6c 74 73 20 61 72 65 20 66 72 6f 6d 20  | 1.0)...........Results.are.from. | 
| 7c6c0 |  74 68 65 20 22 63 6f 6e 74 69 6e 75 6f 75 73 20    75 6e 69 66 6f 72 6d 22 20 64 69 73 74 72 69 62  | the."continuous.uniform".distrib | 
| 7c6e0 |  75 74 69 6f 6e 20 6f 76 65 72 20 74 68 65 0a 20    20 20 20 20 20 20 20 73 74 61 74 65 64 20 69 6e  | ution.over.the.........stated.in | 
| 7c700 |  74 65 72 76 61 6c 2e 20 20 54 6f 20 73 61 6d 70    6c 65 20 3a 6d 61 74 68 3a 60 55 6e 69 66 5b 61  | terval...To.sample.:math:`Unif[a | 
| 7c720 |  2c 20 62 29 2c 20 62 20 3e 20 61 60 20 6d 75 6c    74 69 70 6c 79 0a 20 20 20 20 20 20 20 20 74 68  | ,.b),.b.>.a`.multiply.........th | 
| 7c740 |  65 20 6f 75 74 70 75 74 20 6f 66 20 60 72 61 6e    64 6f 6d 5f 73 61 6d 70 6c 65 60 20 62 79 20 60  | e.output.of.`random_sample`.by.` | 
| 7c760 |  28 62 2d 61 29 60 20 61 6e 64 20 61 64 64 20 60    61 60 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20 20  | (b-a)`.and.add.`a`::............ | 
| 7c780 |  28 62 20 2d 20 61 29 20 2a 20 72 61 6e 64 6f 6d    5f 73 61 6d 70 6c 65 28 29 20 2b 20 61 0a 0a 20  | (b.-.a).*.random_sample().+.a... | 
| 7c7a0 |  20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a    0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77  | ..........note::.............New | 
| 7c7c0 |  20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65    20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e  | .code.should.use.the.`~numpy.ran | 
| 7c7e0 |  64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61    6e 64 6f 6d 60 0a 20 20 20 20 20 20 20 20 20 20  | dom.Generator.random`........... | 
| 7c800 |  20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e  | ..method.of.a.`~numpy.random.Gen | 
| 7c820 |  65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65    20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20  | erator`.instance.instead;....... | 
| 7c840 |  20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65    20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f  | ......please.see.the.:ref:`rando | 
| 7c860 |  6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a    0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74  | m-quick-start`...........Paramet | 
| 7c880 |  65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73  | ers.........----------.........s | 
| 7c8a0 |  69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70    6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69  | ize.:.int.or.tuple.of.ints,.opti | 
| 7c8c0 |  6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20    20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20  | onal.............Output.shape... | 
| 7c8e0 |  49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61    70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28  | If.the.given.shape.is,.e.g.,.``( | 
| 7c900 |  6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e    0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d  | m,.n,.k)``,.then.............``m | 
| 7c920 |  20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44  | .*.n.*.k``.samples.are.drawn...D | 
| 7c940 |  65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20    69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 0a  | efault.is.None,.in.which.case.a. | 
| 7c960 |  20 20 20 20 20 20 20 20 20 20 20 20 73 69 6e 67    6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75  | ............single.value.is.retu | 
| 7c980 |  72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52    65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d  | rned...........Returns.........- | 
| 7c9a0 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f    75 74 20 3a 20 66 6c 6f 61 74 20 6f 72 20 6e 64  | ------.........out.:.float.or.nd | 
| 7c9c0 |  61 72 72 61 79 20 6f 66 20 66 6c 6f 61 74 73 0a    20 20 20 20 20 20 20 20 20 20 20 20 41 72 72 61  | array.of.floats.............Arra | 
| 7c9e0 |  79 20 6f 66 20 72 61 6e 64 6f 6d 20 66 6c 6f 61    74 73 20 6f 66 20 73 68 61 70 65 20 60 73 69 7a  | y.of.random.floats.of.shape.`siz | 
| 7ca00 |  65 60 20 28 75 6e 6c 65 73 73 20 60 60 73 69 7a    65 3d 4e 6f 6e 65 60 60 2c 20 69 6e 20 77 68 69  | e`.(unless.``size=None``,.in.whi | 
| 7ca20 |  63 68 0a 20 20 20 20 20 20 20 20 20 20 20 20 63    61 73 65 20 61 20 73 69 6e 67 6c 65 20 66 6c 6f  | ch.............case.a.single.flo | 
| 7ca40 |  61 74 20 69 73 20 72 65 74 75 72 6e 65 64 29 2e    0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c  | at.is.returned)...........See.Al | 
| 7ca60 |  73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64  | so.........--------.........rand | 
| 7ca80 |  6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 6e    64 6f 6d 3a 20 77 68 69 63 68 20 73 68 6f 75 6c  | om.Generator.random:.which.shoul | 
| 7caa0 |  64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65    77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20  | d.be.used.for.new.code.......... | 
| 7cac0 |  20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | .Examples.........--------...... | 
| 7cae0 |  20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d    2e 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 28 29  | ...>>>.np.random.random_sample() | 
| 7cb00 |  0a 20 20 20 20 20 20 20 20 30 2e 34 37 31 30 38    35 34 37 39 39 35 33 35 36 30 39 38 20 23 20 72  | .........0.47108547995356098.#.r | 
| 7cb20 |  61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 74 79 70 65 28 6e 70 2e 72 61 6e 64 6f 6d  | andom.........>>>.type(np.random | 
| 7cb40 |  2e 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 28 29    29 0a 20 20 20 20 20 20 20 20 3c 63 6c 61 73 73  | .random_sample()).........<class | 
| 7cb60 |  20 27 66 6c 6f 61 74 27 3e 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e  | .'float'>.........>>>.np.random. | 
| 7cb80 |  72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 28 28 35    2c 29 29 0a 20 20 20 20 20 20 20 20 61 72 72 61  | random_sample((5,)).........arra | 
| 7cba0 |  79 28 5b 20 30 2e 33 30 32 32 30 34 38 32 2c 20    20 30 2e 38 36 38 32 30 34 30 31 2c 20 20 30 2e  | y([.0.30220482,..0.86820401,..0. | 
| 7cbc0 |  31 36 35 34 35 30 33 20 2c 20 20 30 2e 31 31 36    35 39 31 34 39 2c 20 20 30 2e 35 34 33 32 33 34  | 1654503.,..0.11659149,..0.543234 | 
| 7cbe0 |  32 38 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20    20 20 20 20 20 20 20 54 68 72 65 65 2d 62 79 2d  | 28]).#.random..........Three-by- | 
| 7cc00 |  74 77 6f 20 61 72 72 61 79 20 6f 66 20 72 61 6e    64 6f 6d 20 6e 75 6d 62 65 72 73 20 66 72 6f 6d  | two.array.of.random.numbers.from | 
| 7cc20 |  20 5b 2d 35 2c 20 30 29 3a 0a 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 35 20 2a 20 6e 70 2e 72 61  | .[-5,.0):..........>>>.5.*.np.ra | 
| 7cc40 |  6e 64 6f 6d 2e 72 61 6e 64 6f 6d 5f 73 61 6d 70    6c 65 28 28 33 2c 20 32 29 29 20 2d 20 35 0a 20  | ndom.random_sample((3,.2)).-.5.. | 
| 7cc60 |  20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 2d    33 2e 39 39 31 34 39 39 38 39 2c 20 2d 30 2e 35  | .......array([[-3.99149989,.-0.5 | 
| 7cc80 |  32 33 33 38 39 38 34 5d 2c 20 23 20 72 61 6e 64    6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | 2338984],.#.random.............. | 
| 7cca0 |  20 20 5b 2d 32 2e 39 39 30 39 31 38 35 38 2c 20    2d 30 2e 37 39 34 37 39 35 30 38 5d 2c 0a 20 20  | ..[-2.99091858,.-0.79479508],... | 
| 7ccc0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 5b 2d 31    2e 32 33 32 30 34 33 34 35 2c 20 2d 31 2e 37 35  | .............[-1.23204345,.-1.75 | 
| 7cce0 |  32 32 34 34 39 34 5d 5d 29 0a 0a 20 20 20 20 20    20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00  | 224494]])....................... | 
| 7cd00 |  0a 20 20 20 20 20 20 20 20 73 65 74 5f 73 74 61    74 65 28 73 74 61 74 65 29 0a 0a 20 20 20 20 20  | .........set_state(state)....... | 
| 7cd20 |  20 20 20 53 65 74 20 74 68 65 20 69 6e 74 65 72    6e 61 6c 20 73 74 61 74 65 20 6f 66 20 74 68 65  | ...Set.the.internal.state.of.the | 
| 7cd40 |  20 67 65 6e 65 72 61 74 6f 72 20 66 72 6f 6d 20    61 20 74 75 70 6c 65 2e 0a 0a 20 20 20 20 20 20  | .generator.from.a.tuple......... | 
| 7cd60 |  20 20 46 6f 72 20 75 73 65 20 69 66 20 6f 6e 65    20 68 61 73 20 72 65 61 73 6f 6e 20 74 6f 20 6d  | ..For.use.if.one.has.reason.to.m | 
| 7cd80 |  61 6e 75 61 6c 6c 79 20 28 72 65 2d 29 73 65 74    20 74 68 65 20 69 6e 74 65 72 6e 61 6c 20 73 74  | anually.(re-)set.the.internal.st | 
| 7cda0 |  61 74 65 20 6f 66 0a 20 20 20 20 20 20 20 20 74    68 65 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72  | ate.of.........the.bit.generator | 
| 7cdc0 |  20 75 73 65 64 20 62 79 20 74 68 65 20 52 61 6e    64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61 6e 63  | .used.by.the.RandomState.instanc | 
| 7cde0 |  65 2e 20 42 79 20 64 65 66 61 75 6c 74 2c 0a 20    20 20 20 20 20 20 20 52 61 6e 64 6f 6d 53 74 61  | e..By.default,.........RandomSta | 
| 7ce00 |  74 65 20 75 73 65 73 20 74 68 65 20 22 4d 65 72    73 65 6e 6e 65 20 54 77 69 73 74 65 72 22 5b 31  | te.uses.the."Mersenne.Twister"[1 | 
| 7ce20 |  5d 5f 20 70 73 65 75 64 6f 2d 72 61 6e 64 6f 6d    20 6e 75 6d 62 65 72 0a 20 20 20 20 20 20 20 20  | ]_.pseudo-random.number......... | 
| 7ce40 |  67 65 6e 65 72 61 74 69 6e 67 20 61 6c 67 6f 72    69 74 68 6d 2e 0a 0a 20 20 20 20 20 20 20 20 50  | generating.algorithm...........P | 
| 7ce60 |  61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | arameters.........----------.... | 
| 7ce80 |  20 20 20 20 20 73 74 61 74 65 20 3a 20 7b 74 75    70 6c 65 28 73 74 72 2c 20 6e 64 61 72 72 61 79  | .....state.:.{tuple(str,.ndarray | 
| 7cea0 |  20 6f 66 20 36 32 34 20 75 69 6e 74 73 2c 20 69    6e 74 2c 20 69 6e 74 2c 20 66 6c 6f 61 74 29 2c  | .of.624.uints,.int,.int,.float), | 
| 7cec0 |  20 64 69 63 74 7d 0a 20 20 20 20 20 20 20 20 20    20 20 20 54 68 65 20 60 73 74 61 74 65 60 20 74  | .dict}.............The.`state`.t | 
| 7cee0 |  75 70 6c 65 20 68 61 73 20 74 68 65 20 66 6f 6c    6c 6f 77 69 6e 67 20 69 74 65 6d 73 3a 0a 0a 20  | uple.has.the.following.items:... | 
| 7cf00 |  20 20 20 20 20 20 20 20 20 20 20 31 2e 20 74 68    65 20 73 74 72 69 6e 67 20 27 4d 54 31 39 39 33  | ...........1..the.string.'MT1993 | 
| 7cf20 |  37 27 2c 20 73 70 65 63 69 66 79 69 6e 67 20 74    68 65 20 4d 65 72 73 65 6e 6e 65 20 54 77 69 73  | 7',.specifying.the.Mersenne.Twis | 
| 7cf40 |  74 65 72 20 61 6c 67 6f 72 69 74 68 6d 2e 0a 20    20 20 20 20 20 20 20 20 20 20 20 32 2e 20 61 20  | ter.algorithm..............2..a. | 
| 7cf60 |  31 2d 44 20 61 72 72 61 79 20 6f 66 20 36 32 34    20 75 6e 73 69 67 6e 65 64 20 69 6e 74 65 67 65  | 1-D.array.of.624.unsigned.intege | 
| 7cf80 |  72 73 20 60 60 6b 65 79 73 60 60 2e 0a 20 20 20    20 20 20 20 20 20 20 20 20 33 2e 20 61 6e 20 69  | rs.``keys``..............3..an.i | 
| 7cfa0 |  6e 74 65 67 65 72 20 60 60 70 6f 73 60 60 2e 0a    20 20 20 20 20 20 20 20 20 20 20 20 34 2e 20 61  | nteger.``pos``..............4..a | 
| 7cfc0 |  6e 20 69 6e 74 65 67 65 72 20 60 60 68 61 73 5f    67 61 75 73 73 60 60 2e 0a 20 20 20 20 20 20 20  | n.integer.``has_gauss``......... | 
| 7cfe0 |  20 20 20 20 20 35 2e 20 61 20 66 6c 6f 61 74 20    60 60 63 61 63 68 65 64 5f 67 61 75 73 73 69 61  | .....5..a.float.``cached_gaussia | 
| 7d000 |  6e 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 20 20    20 20 49 66 20 73 74 61 74 65 20 69 73 20 61 20  | n``...............If.state.is.a. | 
| 7d020 |  64 69 63 74 69 6f 6e 61 72 79 2c 20 69 74 20 69    73 20 64 69 72 65 63 74 6c 79 20 73 65 74 20 75  | dictionary,.it.is.directly.set.u | 
| 7d040 |  73 69 6e 67 20 74 68 65 20 42 69 74 47 65 6e 65    72 61 74 6f 72 73 0a 20 20 20 20 20 20 20 20 20  | sing.the.BitGenerators.......... | 
| 7d060 |  20 20 20 60 73 74 61 74 65 60 20 70 72 6f 70 65    72 74 79 2e 0a 0a 20 20 20 20 20 20 20 20 52 65  | ...`state`.property...........Re | 
| 7d080 |  74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75  | turns.........-------.........ou | 
| 7d0a0 |  74 20 3a 20 4e 6f 6e 65 0a 20 20 20 20 20 20 20    20 20 20 20 20 52 65 74 75 72 6e 73 20 27 4e 6f  | t.:.None.............Returns.'No | 
| 7d0c0 |  6e 65 27 20 6f 6e 20 73 75 63 63 65 73 73 2e 0a    0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73  | ne'.on.success...........See.Als | 
| 7d0e0 |  6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 67 65 74 5f 73  | o.........--------.........get_s | 
| 7d100 |  74 61 74 65 0a 0a 20 20 20 20 20 20 20 20 4e 6f    74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | tate..........Notes.........---- | 
| 7d120 |  2d 0a 20 20 20 20 20 20 20 20 60 73 65 74 5f 73    74 61 74 65 60 20 61 6e 64 20 60 67 65 74 5f 73  | -.........`set_state`.and.`get_s | 
| 7d140 |  74 61 74 65 60 20 61 72 65 20 6e 6f 74 20 6e 65    65 64 65 64 20 74 6f 20 77 6f 72 6b 20 77 69 74  | tate`.are.not.needed.to.work.wit | 
| 7d160 |  68 20 61 6e 79 20 6f 66 20 74 68 65 0a 20 20 20    20 20 20 20 20 72 61 6e 64 6f 6d 20 64 69 73 74  | h.any.of.the.........random.dist | 
| 7d180 |  72 69 62 75 74 69 6f 6e 73 20 69 6e 20 4e 75 6d    50 79 2e 20 49 66 20 74 68 65 20 69 6e 74 65 72  | ributions.in.NumPy..If.the.inter | 
| 7d1a0 |  6e 61 6c 20 73 74 61 74 65 20 69 73 20 6d 61 6e    75 61 6c 6c 79 20 61 6c 74 65 72 65 64 2c 0a 20  | nal.state.is.manually.altered,.. | 
| 7d1c0 |  20 20 20 20 20 20 20 74 68 65 20 75 73 65 72 20    73 68 6f 75 6c 64 20 6b 6e 6f 77 20 65 78 61 63  | .......the.user.should.know.exac | 
| 7d1e0 |  74 6c 79 20 77 68 61 74 20 68 65 2f 73 68 65 20    69 73 20 64 6f 69 6e 67 2e 0a 0a 20 20 20 20 20  | tly.what.he/she.is.doing........ | 
| 7d200 |  20 20 20 46 6f 72 20 62 61 63 6b 77 61 72 64 73    20 63 6f 6d 70 61 74 69 62 69 6c 69 74 79 2c 20  | ...For.backwards.compatibility,. | 
| 7d220 |  74 68 65 20 66 6f 72 6d 20 28 73 74 72 2c 20 61    72 72 61 79 20 6f 66 20 36 32 34 20 75 69 6e 74  | the.form.(str,.array.of.624.uint | 
| 7d240 |  73 2c 20 69 6e 74 29 20 69 73 0a 20 20 20 20 20    20 20 20 61 6c 73 6f 20 61 63 63 65 70 74 65 64  | s,.int).is.........also.accepted | 
| 7d260 |  20 61 6c 74 68 6f 75 67 68 20 69 74 20 69 73 20    6d 69 73 73 69 6e 67 20 73 6f 6d 65 20 69 6e 66  | .although.it.is.missing.some.inf | 
| 7d280 |  6f 72 6d 61 74 69 6f 6e 20 61 62 6f 75 74 20 74    68 65 20 63 61 63 68 65 64 0a 20 20 20 20 20 20  | ormation.about.the.cached....... | 
| 7d2a0 |  20 20 47 61 75 73 73 69 61 6e 20 76 61 6c 75 65    3a 20 60 60 73 74 61 74 65 20 3d 20 28 27 4d 54  | ..Gaussian.value:.``state.=.('MT | 
| 7d2c0 |  31 39 39 33 37 27 2c 20 6b 65 79 73 2c 20 70 6f    73 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 52  | 19937',.keys,.pos)``...........R | 
| 7d2e0 |  65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | eferences.........----------.... | 
| 7d300 |  20 20 20 20 20 2e 2e 20 5b 31 5d 20 4d 2e 20 4d    61 74 73 75 6d 6f 74 6f 20 61 6e 64 20 54 2e 20  | ........[1].M..Matsumoto.and.T.. | 
| 7d320 |  4e 69 73 68 69 6d 75 72 61 2c 20 22 4d 65 72 73    65 6e 6e 65 20 54 77 69 73 74 65 72 3a 20 41 0a  | Nishimura,."Mersenne.Twister:.A. | 
| 7d340 |  20 20 20 20 20 20 20 20 20 20 20 36 32 33 2d 64    69 6d 65 6e 73 69 6f 6e 61 6c 6c 79 20 65 71 75  | ...........623-dimensionally.equ | 
| 7d360 |  69 64 69 73 74 72 69 62 75 74 65 64 20 75 6e 69    66 6f 72 6d 20 70 73 65 75 64 6f 72 61 6e 64 6f  | idistributed.uniform.pseudorando | 
| 7d380 |  6d 20 6e 75 6d 62 65 72 0a 20 20 20 20 20 20 20    20 20 20 20 67 65 6e 65 72 61 74 6f 72 2c 22 20  | m.number............generator,". | 
| 7d3a0 |  2a 41 43 4d 20 54 72 61 6e 73 2e 20 6f 6e 20 4d    6f 64 65 6c 69 6e 67 20 61 6e 64 20 43 6f 6d 70  | *ACM.Trans..on.Modeling.and.Comp | 
| 7d3c0 |  75 74 65 72 20 53 69 6d 75 6c 61 74 69 6f 6e 2a    2c 0a 20 20 20 20 20 20 20 20 20 20 20 56 6f 6c  | uter.Simulation*,............Vol | 
| 7d3e0 |  2e 20 38 2c 20 4e 6f 2e 20 31 2c 20 70 70 2e 20    33 2d 33 30 2c 20 4a 61 6e 2e 20 31 39 39 38 2e  | ..8,.No..1,.pp..3-30,.Jan..1998. | 
| 7d400 |  0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 7d420 |  0a 20 20 20 20 20 20 20 20 67 65 74 5f 73 74 61    74 65 28 6c 65 67 61 63 79 3d 54 72 75 65 29 0a  | .........get_state(legacy=True). | 
| 7d440 |  0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 20    61 20 74 75 70 6c 65 20 72 65 70 72 65 73 65 6e  | .........Return.a.tuple.represen | 
| 7d460 |  74 69 6e 67 20 74 68 65 20 69 6e 74 65 72 6e 61    6c 20 73 74 61 74 65 20 6f 66 20 74 68 65 20 67  | ting.the.internal.state.of.the.g | 
| 7d480 |  65 6e 65 72 61 74 6f 72 2e 0a 0a 20 20 20 20 20    20 20 20 46 6f 72 20 6d 6f 72 65 20 64 65 74 61  | enerator...........For.more.deta | 
| 7d4a0 |  69 6c 73 2c 20 73 65 65 20 60 73 65 74 5f 73 74    61 74 65 60 2e 0a 0a 20 20 20 20 20 20 20 20 50  | ils,.see.`set_state`...........P | 
| 7d4c0 |  61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | arameters.........----------.... | 
| 7d4e0 |  20 20 20 20 20 6c 65 67 61 63 79 20 3a 20 62 6f    6f 6c 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20  | .....legacy.:.bool,.optional.... | 
| 7d500 |  20 20 20 20 20 20 20 20 20 46 6c 61 67 20 69 6e    64 69 63 61 74 69 6e 67 20 74 6f 20 72 65 74 75  | .........Flag.indicating.to.retu | 
| 7d520 |  72 6e 20 61 20 6c 65 67 61 63 79 20 74 75 70 6c    65 20 73 74 61 74 65 20 77 68 65 6e 20 74 68 65  | rn.a.legacy.tuple.state.when.the | 
| 7d540 |  20 42 69 74 47 65 6e 65 72 61 74 6f 72 0a 20 20    20 20 20 20 20 20 20 20 20 20 69 73 20 4d 54 31  | .BitGenerator.............is.MT1 | 
| 7d560 |  39 39 33 37 2c 20 69 6e 73 74 65 61 64 20 6f 66    20 61 20 64 69 63 74 2e 20 52 61 69 73 65 73 20  | 9937,.instead.of.a.dict..Raises. | 
| 7d580 |  56 61 6c 75 65 45 72 72 6f 72 20 69 66 20 74 68    65 20 75 6e 64 65 72 6c 79 69 6e 67 0a 20 20 20  | ValueError.if.the.underlying.... | 
| 7d5a0 |  20 20 20 20 20 20 20 20 20 62 69 74 20 67 65 6e    65 72 61 74 6f 72 20 69 73 20 6e 6f 74 20 61 6e  | .........bit.generator.is.not.an | 
| 7d5c0 |  20 69 6e 73 74 61 6e 63 65 20 6f 66 20 4d 54 31    39 39 33 37 2e 0a 0a 20 20 20 20 20 20 20 20 52  | .instance.of.MT19937...........R | 
| 7d5e0 |  65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f  | eturns.........-------.........o | 
| 7d600 |  75 74 20 3a 20 7b 74 75 70 6c 65 28 73 74 72 2c    20 6e 64 61 72 72 61 79 20 6f 66 20 36 32 34 20  | ut.:.{tuple(str,.ndarray.of.624. | 
| 7d620 |  75 69 6e 74 73 2c 20 69 6e 74 2c 20 69 6e 74 2c    20 66 6c 6f 61 74 29 2c 20 64 69 63 74 7d 0a 20  | uints,.int,.int,.float),.dict}.. | 
| 7d640 |  20 20 20 20 20 20 20 20 20 20 20 49 66 20 6c 65    67 61 63 79 20 69 73 20 54 72 75 65 2c 20 74 68  | ...........If.legacy.is.True,.th | 
| 7d660 |  65 20 72 65 74 75 72 6e 65 64 20 74 75 70 6c 65    20 68 61 73 20 74 68 65 20 66 6f 6c 6c 6f 77 69  | e.returned.tuple.has.the.followi | 
| 7d680 |  6e 67 20 69 74 65 6d 73 3a 0a 0a 20 20 20 20 20    20 20 20 20 20 20 20 31 2e 20 74 68 65 20 73 74  | ng.items:..............1..the.st | 
| 7d6a0 |  72 69 6e 67 20 27 4d 54 31 39 39 33 37 27 2e 0a    20 20 20 20 20 20 20 20 20 20 20 20 32 2e 20 61  | ring.'MT19937'..............2..a | 
| 7d6c0 |  20 31 2d 44 20 61 72 72 61 79 20 6f 66 20 36 32    34 20 75 6e 73 69 67 6e 65 64 20 69 6e 74 65 67  | .1-D.array.of.624.unsigned.integ | 
| 7d6e0 |  65 72 20 6b 65 79 73 2e 0a 20 20 20 20 20 20 20    20 20 20 20 20 33 2e 20 61 6e 20 69 6e 74 65 67  | er.keys..............3..an.integ | 
| 7d700 |  65 72 20 60 60 70 6f 73 60 60 2e 0a 20 20 20 20    20 20 20 20 20 20 20 20 34 2e 20 61 6e 20 69 6e  | er.``pos``..............4..an.in | 
| 7d720 |  74 65 67 65 72 20 60 60 68 61 73 5f 67 61 75 73    73 60 60 2e 0a 20 20 20 20 20 20 20 20 20 20 20  | teger.``has_gauss``............. | 
| 7d740 |  20 35 2e 20 61 20 66 6c 6f 61 74 20 60 60 63 61    63 68 65 64 5f 67 61 75 73 73 69 61 6e 60 60 2e  | .5..a.float.``cached_gaussian``. | 
| 7d760 |  0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66    20 60 6c 65 67 61 63 79 60 20 69 73 20 46 61 6c  | ..............If.`legacy`.is.Fal | 
| 7d780 |  73 65 2c 20 6f 72 20 74 68 65 20 42 69 74 47 65    6e 65 72 61 74 6f 72 20 69 73 20 6e 6f 74 20 4d  | se,.or.the.BitGenerator.is.not.M | 
| 7d7a0 |  54 31 39 39 33 37 2c 20 74 68 65 6e 0a 20 20 20    20 20 20 20 20 20 20 20 20 73 74 61 74 65 20 69  | T19937,.then.............state.i | 
| 7d7c0 |  73 20 72 65 74 75 72 6e 65 64 20 61 73 20 61 20    64 69 63 74 69 6f 6e 61 72 79 2e 0a 0a 20 20 20  | s.returned.as.a.dictionary...... | 
| 7d7e0 |  20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20  | .....See.Also.........--------.. | 
| 7d800 |  20 20 20 20 20 20 20 73 65 74 5f 73 74 61 74 65    0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a  | .......set_state..........Notes. | 
| 7d820 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 60 73 65 74 5f 73 74 61 74 65  | ........-----.........`set_state | 
| 7d840 |  60 20 61 6e 64 20 60 67 65 74 5f 73 74 61 74 65    60 20 61 72 65 20 6e 6f 74 20 6e 65 65 64 65 64  | `.and.`get_state`.are.not.needed | 
| 7d860 |  20 74 6f 20 77 6f 72 6b 20 77 69 74 68 20 61 6e    79 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 20  | .to.work.with.any.of.the........ | 
| 7d880 |  20 72 61 6e 64 6f 6d 20 64 69 73 74 72 69 62 75    74 69 6f 6e 73 20 69 6e 20 4e 75 6d 50 79 2e 20  | .random.distributions.in.NumPy.. | 
| 7d8a0 |  49 66 20 74 68 65 20 69 6e 74 65 72 6e 61 6c 20    73 74 61 74 65 20 69 73 20 6d 61 6e 75 61 6c 6c  | If.the.internal.state.is.manuall | 
| 7d8c0 |  79 20 61 6c 74 65 72 65 64 2c 0a 20 20 20 20 20    20 20 20 74 68 65 20 75 73 65 72 20 73 68 6f 75  | y.altered,.........the.user.shou | 
| 7d8e0 |  6c 64 20 6b 6e 6f 77 20 65 78 61 63 74 6c 79 20    77 68 61 74 20 68 65 2f 73 68 65 20 69 73 20 64  | ld.know.exactly.what.he/she.is.d | 
| 7d900 |  6f 69 6e 67 2e 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | oing............................ | 
| 7d920 |  0a 20 20 20 20 20 20 20 20 73 65 65 64 28 73 65    65 64 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20  | .........seed(seed=None)........ | 
| 7d940 |  20 20 52 65 73 65 65 64 20 61 20 6c 65 67 61 63    79 20 4d 54 31 39 39 33 37 20 42 69 74 47 65 6e  | ..Reseed.a.legacy.MT19937.BitGen | 
| 7d960 |  65 72 61 74 6f 72 0a 0a 20 20 20 20 20 20 20 20    4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | erator..........Notes.........-- | 
| 7d980 |  2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 69 73    20 69 73 20 61 20 63 6f 6e 76 65 6e 69 65 6e 63  | ---.........This.is.a.convenienc | 
| 7d9a0 |  65 2c 20 6c 65 67 61 63 79 20 66 75 6e 63 74 69    6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65  | e,.legacy.function...........The | 
| 7d9c0 |  20 62 65 73 74 20 70 72 61 63 74 69 63 65 20 69    73 20 74 6f 20 2a 2a 6e 6f 74 2a 2a 20 72 65 73  | .best.practice.is.to.**not**.res | 
| 7d9e0 |  65 65 64 20 61 20 42 69 74 47 65 6e 65 72 61 74    6f 72 2c 20 72 61 74 68 65 72 20 74 6f 0a 20 20  | eed.a.BitGenerator,.rather.to... | 
| 7da00 |  20 20 20 20 20 20 72 65 63 72 65 61 74 65 20 61    20 6e 65 77 20 6f 6e 65 2e 20 54 68 69 73 20 6d  | ......recreate.a.new.one..This.m | 
| 7da20 |  65 74 68 6f 64 20 69 73 20 68 65 72 65 20 66 6f    72 20 6c 65 67 61 63 79 20 72 65 61 73 6f 6e 73  | ethod.is.here.for.legacy.reasons | 
| 7da40 |  2e 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 65    78 61 6d 70 6c 65 20 64 65 6d 6f 6e 73 74 72 61  | ..........This.example.demonstra | 
| 7da60 |  74 65 73 20 62 65 73 74 20 70 72 61 63 74 69 63    65 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | tes.best.practice...........>>>. | 
| 7da80 |  66 72 6f 6d 20 6e 75 6d 70 79 2e 72 61 6e 64 6f    6d 20 69 6d 70 6f 72 74 20 4d 54 31 39 39 33 37  | from.numpy.random.import.MT19937 | 
| 7daa0 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f    6d 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 20 69  | .........>>>.from.numpy.random.i | 
| 7dac0 |  6d 70 6f 72 74 20 52 61 6e 64 6f 6d 53 74 61 74    65 2c 20 53 65 65 64 53 65 71 75 65 6e 63 65 0a  | mport.RandomState,.SeedSequence. | 
| 7dae0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 72 73 20 3d    20 52 61 6e 64 6f 6d 53 74 61 74 65 28 4d 54 31  | ........>>>.rs.=.RandomState(MT1 | 
| 7db00 |  39 39 33 37 28 53 65 65 64 53 65 71 75 65 6e 63    65 28 31 32 33 34 35 36 37 38 39 29 29 29 0a 20  | 9937(SeedSequence(123456789))).. | 
| 7db20 |  20 20 20 20 20 20 20 23 20 4c 61 74 65 72 2c 20    79 6f 75 20 77 61 6e 74 20 74 6f 20 72 65 73 74  | .......#.Later,.you.want.to.rest | 
| 7db40 |  61 72 74 20 74 68 65 20 73 74 72 65 61 6d 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 72 73 20 3d 20  | art.the.stream.........>>>.rs.=. | 
| 7db60 |  52 61 6e 64 6f 6d 53 74 61 74 65 28 4d 54 31 39    39 33 37 28 53 65 65 64 53 65 71 75 65 6e 63 65  | RandomState(MT19937(SeedSequence | 
| 7db80 |  28 39 38 37 36 35 34 33 32 31 29 29 29 0a 20 20    20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00  | (987654321)))................... | 
| 7dba0 |  54 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 69 73    20 64 65 70 72 65 63 61 74 65 64 2e 20 50 6c 65  | This.function.is.deprecated..Ple | 
| 7dbc0 |  61 73 65 20 63 61 6c 6c 20 72 61 6e 64 69 6e 74    28 7b 6c 6f 77 7d 2c 20 7b 68 69 67 68 7d 20 2b  | ase.call.randint({low},.{high}.+ | 
| 7dbe0 |  20 31 29 20 69 6e 73 74 65 61 64 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .1).instead..................... | 
| 7dc00 |  78 20 6d 75 73 74 20 62 65 20 61 6e 20 69 6e 74    65 67 65 72 20 6f 72 20 61 74 20 6c 65 61 73 74  | x.must.be.an.integer.or.at.least | 
| 7dc20 |  20 31 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .1-dimensional.................. | 
| 7dc40 |  70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 61 72    65 20 6e 6f 74 20 6e 6f 6e 2d 6e 65 67 61 74 69  | probabilities.are.not.non-negati | 
| 7dc60 |  76 65 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ve.............................. | 
| 7dc80 |  6e 75 6d 70 79 2e 63 6f 72 65 2e 75 6d 61 74 68    20 66 61 69 6c 65 64 20 74 6f 20 69 6d 70 6f 72  | numpy.core.umath.failed.to.impor | 
| 7dca0 |  74 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | t............................... | 
| 7dcc0 |  6d 65 61 6e 20 61 6e 64 20 63 6f 76 20 6d 75 73    74 20 68 61 76 65 20 73 61 6d 65 20 6c 65 6e 67  | mean.and.cov.must.have.same.leng | 
| 7dce0 |  74 68 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | th.............................. | 
| 7dd00 |  6c 65 67 61 63 79 20 63 61 6e 20 6f 6e 6c 79 20    62 65 20 54 72 75 65 20 77 68 65 6e 20 74 68 65  | legacy.can.only.be.True.when.the | 
| 7dd20 |  20 75 6e 64 65 72 6c 79 69 67 6e 20 62 69 74 67    65 6e 65 72 61 74 6f 72 20 69 73 20 61 6e 20 69  | .underlyign.bitgenerator.is.an.i | 
| 7dd40 |  6e 73 74 61 6e 63 65 20 6f 66 20 4d 54 31 39 39    33 37 2e 00 00 00 00 00 00 00 00 00 00 00 00 00  | nstance.of.MT19937.............. | 
| 7dd60 |  67 65 74 5f 73 74 61 74 65 20 61 6e 64 20 6c 65    67 61 63 79 20 63 61 6e 20 6f 6e 6c 79 20 62 65  | get_state.and.legacy.can.only.be | 
| 7dd80 |  20 75 73 65 64 20 77 69 74 68 20 74 68 65 20 4d    54 31 39 39 33 37 20 42 69 74 47 65 6e 65 72 61  | .used.with.the.MT19937.BitGenera | 
| 7dda0 |  74 6f 72 2e 20 54 6f 20 73 69 6c 65 6e 63 65 20    74 68 69 73 20 77 61 72 6e 69 6e 67 2c 20 73 65  | tor..To.silence.this.warning,.se | 
| 7ddc0 |  74 20 60 6c 65 67 61 63 79 60 20 74 6f 20 46 61    6c 73 65 2e 00 00 00 00 00 00 00 00 00 00 00 00  | t.`legacy`.to.False............. | 
| 7dde0 |  63 6f 76 61 72 69 61 6e 63 65 20 69 73 20 6e 6f    74 20 73 79 6d 6d 65 74 72 69 63 20 70 6f 73 69  | covariance.is.not.symmetric.posi | 
| 7de00 |  74 69 76 65 2d 73 65 6d 69 64 65 66 69 6e 69 74    65 2e 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | tive-semidefinite............... | 
| 7de20 |  63 6f 76 20 6d 75 73 74 20 62 65 20 32 20 64 69    6d 65 6e 73 69 6f 6e 61 6c 20 61 6e 64 20 73 71  | cov.must.be.2.dimensional.and.sq | 
| 7de40 |  75 61 72 65 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | uare............................ | 
| 7de60 |  63 68 65 63 6b 5f 76 61 6c 69 64 20 6d 75 73 74    20 65 71 75 61 6c 20 27 77 61 72 6e 27 2c 20 27  | check_valid.must.equal.'warn',.' | 
| 7de80 |  72 61 69 73 65 27 2c 20 6f 72 20 27 69 67 6e 6f    72 65 27 00 00 00 00 00 00 00 00 00 00 00 00 00  | raise',.or.'ignore'............. | 
| 7dea0 |  63 61 6e 20 6f 6e 6c 79 20 72 65 2d 73 65 65 64    20 61 20 4d 54 31 39 39 33 37 20 42 69 74 47 65  | can.only.re-seed.a.MT19937.BitGe | 
| 7dec0 |  6e 65 72 61 74 6f 72 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | nerator......................... | 
| 7dee0 |  61 20 6d 75 73 74 20 62 65 20 31 2d 64 69 6d 65    6e 73 69 6f 6e 61 6c 20 6f 72 20 61 6e 20 69 6e  | a.must.be.1-dimensional.or.an.in | 
| 7df00 |  74 65 67 65 72 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | teger........................... | 
| 7df20 |  54 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 69 73    20 64 65 70 72 65 63 61 74 65 64 2e 20 50 6c 65  | This.function.is.deprecated..Ple | 
| 7df40 |  61 73 65 20 63 61 6c 6c 20 72 61 6e 64 69 6e 74    28 31 2c 20 7b 6c 6f 77 7d 20 2b 20 31 29 20 69  | ase.call.randint(1,.{low}.+.1).i | 
| 7df60 |  6e 73 74 65 61 64 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | nstead.......................... | 
| 7df80 |  53 68 75 66 66 6c 69 6e 67 20 61 20 6f 6e 65 20    64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 72 72 61  | Shuffling.a.one.dimensional.arra | 
| 7dfa0 |  79 20 73 75 62 63 6c 61 73 73 20 63 6f 6e 74 61    69 6e 69 6e 67 20 6f 62 6a 65 63 74 73 20 67 69  | y.subclass.containing.objects.gi | 
| 7dfc0 |  76 65 73 20 69 6e 63 6f 72 72 65 63 74 20 72 65    73 75 6c 74 73 20 66 6f 72 20 6d 6f 73 74 20 61  | ves.incorrect.results.for.most.a | 
| 7dfe0 |  72 72 61 79 20 73 75 62 63 6c 61 73 73 65 73 2e    20 20 50 6c 65 61 73 65 20 75 73 65 20 74 68 65  | rray.subclasses...Please.use.the | 
| 7e000 |  20 6e 65 77 20 72 61 6e 64 6f 6d 20 6e 75 6d 62    65 72 20 41 50 49 20 69 6e 73 74 65 61 64 3a 20  | .new.random.number.API.instead:. | 
| 7e020 |  68 74 74 70 73 3a 2f 2f 6e 75 6d 70 79 2e 6f 72    67 2f 64 6f 63 2f 73 74 61 62 6c 65 2f 72 65 66  | https://numpy.org/doc/stable/ref | 
| 7e040 |  65 72 65 6e 63 65 2f 72 61 6e 64 6f 6d 2f 69 6e    64 65 78 2e 68 74 6d 6c 0a 54 68 65 20 6e 65 77  | erence/random/index.html.The.new | 
| 7e060 |  20 41 50 49 20 66 69 78 65 73 20 74 68 69 73 20    69 73 73 75 65 2e 20 54 68 69 73 20 76 65 72 73  | .API.fixes.this.issue..This.vers | 
| 7e080 |  69 6f 6e 20 77 69 6c 6c 20 6e 6f 74 20 62 65 20    66 69 78 65 64 20 64 75 65 20 74 6f 20 73 74 61  | ion.will.not.be.fixed.due.to.sta | 
| 7e0a0 |  62 69 6c 69 74 79 20 67 75 61 72 61 6e 74 65 65    73 20 6f 66 20 74 68 65 20 41 50 49 2e 00 00 00  | bility.guarantees.of.the.API.... | 
| 7e0c0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 74 72 69 61    6e 67 75 6c 61 72 20 28 6c 69 6e 65 20 33 32 34  | RandomState.triangular.(line.324 | 
| 7e0e0 |  34 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | 4).............................. | 
| 7e100 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e    64 61 72 64 5f 74 20 28 6c 69 6e 65 20 32 31 35  | RandomState.standard_t.(line.215 | 
| 7e120 |  30 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | 0).............................. | 
| 7e140 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e    64 61 72 64 5f 6e 6f 72 6d 61 6c 20 28 6c 69 6e  | RandomState.standard_normal.(lin | 
| 7e160 |  65 20 31 33 38 35 29 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | e.1385)......................... | 
| 7e180 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e    64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c  | RandomState.standard_exponential | 
| 7e1a0 |  20 28 6c 69 6e 65 20 35 37 37 29 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .(line.577)..................... | 
| 7e1c0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e    64 61 72 64 5f 63 61 75 63 68 79 20 28 6c 69 6e  | RandomState.standard_cauchy.(lin | 
| 7e1e0 |  65 20 32 30 37 35 29 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | e.2075)......................... | 
| 7e200 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64    6f 6d 5f 73 61 6d 70 6c 65 20 28 6c 69 6e 65 20  | RandomState.random_sample.(line. | 
| 7e220 |  33 38 35 29 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | 385)............................ | 
| 7e240 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64    6f 6d 5f 69 6e 74 65 67 65 72 73 20 28 6c 69 6e  | RandomState.random_integers.(lin | 
| 7e260 |  65 20 31 32 38 39 29 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | e.1289)......................... | 
| 7e280 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 65 72 6d    75 74 61 74 69 6f 6e 20 28 6c 69 6e 65 20 34 36  | RandomState.permutation.(line.46 | 
| 7e2a0 |  36 38 29 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | 68)............................. | 
| 7e2c0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 6f 6e 63    65 6e 74 72 61 6c 5f 66 20 28 6c 69 6e 65 20 31  | RandomState.noncentral_f.(line.1 | 
| 7e2e0 |  38 32 33 29 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | 823)............................ | 
| 7e300 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 6f 6e 63    65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65  | RandomState.noncentral_chisquare | 
| 7e320 |  20 28 6c 69 6e 65 20 31 39 38 36 29 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .(line.1986).................... | 
| 7e340 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 65 67 61    74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 20 28 6c  | RandomState.negative_binomial.(l | 
| 7e360 |  69 6e 65 20 33 35 30 35 29 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ine.3505)....................... | 
| 7e380 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 6d 75 6c 74    69 6e 6f 6d 69 61 6c 20 28 6c 69 6e 65 20 34 32  | RandomState.multinomial.(line.42 | 
| 7e3a0 |  35 37 29 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | 57)............................. | 
| 7e3c0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 65 78 70 6f    6e 65 6e 74 69 61 6c 20 28 6c 69 6e 65 20 35 30  | RandomState.exponential.(line.50 | 
| 7e3e0 |  30 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | 0).............................. | 
| 7e400 |  50 72 6f 76 69 64 69 6e 67 20 61 20 64 74 79 70    65 20 77 69 74 68 20 61 20 6e 6f 6e 2d 6e 61 74  | Providing.a.dtype.with.a.non-nat | 
| 7e420 |  69 76 65 20 62 79 74 65 6f 72 64 65 72 20 69 73    20 6e 6f 74 20 73 75 70 70 6f 72 74 65 64 2e 20  | ive.byteorder.is.not.supported.. | 
| 7e440 |  49 66 20 79 6f 75 20 72 65 71 75 69 72 65 20 70    6c 61 74 66 6f 72 6d 2d 69 6e 64 65 70 65 6e 64  | If.you.require.platform-independ | 
| 7e460 |  65 6e 74 20 62 79 74 65 6f 72 64 65 72 2c 20 63    61 6c 6c 20 62 79 74 65 73 77 61 70 20 77 68 65  | ent.byteorder,.call.byteswap.whe | 
| 7e480 |  6e 20 72 65 71 75 69 72 65 64 2e 0a 49 6e 20 66    75 74 75 72 65 20 76 65 72 73 69 6f 6e 2c 20 70  | n.required..In.future.version,.p | 
| 7e4a0 |  72 6f 76 69 64 69 6e 67 20 62 79 74 65 6f 72 64    65 72 20 77 69 6c 6c 20 72 61 69 73 65 20 61 20  | roviding.byteorder.will.raise.a. | 
| 7e4c0 |  56 61 6c 75 65 45 72 72 6f 72 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ValueError...................... | 
| 7e4e0 |  4e 65 67 61 74 69 76 65 20 64 69 6d 65 6e 73 69    6f 6e 73 20 61 72 65 20 6e 6f 74 20 61 6c 6c 6f  | Negative.dimensions.are.not.allo | 
| 7e500 |  77 65 64 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | wed............................. | 
| 7e520 |  49 6e 76 61 6c 69 64 20 62 69 74 20 67 65 6e 65    72 61 74 6f 72 2e 20 54 68 65 20 62 69 74 20 67  | Invalid.bit.generator..The.bit.g | 
| 7e540 |  65 6e 65 72 61 74 6f 72 20 6d 75 73 74 20 62 65    20 69 6e 73 74 61 6e 74 69 7a 65 64 2e 00 00 00  | enerator.must.be.instantized.... | 
| 7e560 |  46 65 77 65 72 20 6e 6f 6e 2d 7a 65 72 6f 20 65    6e 74 72 69 65 73 20 69 6e 20 70 20 74 68 61 6e  | Fewer.non-zero.entries.in.p.than | 
| 7e580 |  20 73 69 7a 65 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .size........................... | 
| 7e5a0 |  43 61 6e 6e 6f 74 20 74 61 6b 65 20 61 20 6c 61    72 67 65 72 20 73 61 6d 70 6c 65 20 74 68 61 6e  | Cannot.take.a.larger.sample.than | 
| 7e5c0 |  20 70 6f 70 75 6c 61 74 69 6f 6e 20 77 68 65 6e    20 27 72 65 70 6c 61 63 65 3d 46 61 6c 73 65 27  | .population.when.'replace=False' | 
| 7e5e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 7e600 |  0a 20 20 20 20 20 20 20 20 7a 69 70 66 28 61 2c    20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20  | .........zipf(a,.size=None)..... | 
| 7e620 |  20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65    73 20 66 72 6f 6d 20 61 20 5a 69 70 66 20 64 69  | .....Draw.samples.from.a.Zipf.di | 
| 7e640 |  73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20    20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65  | stribution...........Samples.are | 
| 7e660 |  20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 5a 69    70 66 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20  | .drawn.from.a.Zipf.distribution. | 
| 7e680 |  77 69 74 68 20 73 70 65 63 69 66 69 65 64 20 70    61 72 61 6d 65 74 65 72 0a 20 20 20 20 20 20 20  | with.specified.parameter........ | 
| 7e6a0 |  20 60 61 60 20 3e 20 31 2e 0a 0a 20 20 20 20 20    20 20 20 54 68 65 20 5a 69 70 66 20 64 69 73 74  | .`a`.>.1...........The.Zipf.dist | 
| 7e6c0 |  72 69 62 75 74 69 6f 6e 20 28 61 6c 73 6f 20 6b    6e 6f 77 6e 20 61 73 20 74 68 65 20 7a 65 74 61  | ribution.(also.known.as.the.zeta | 
| 7e6e0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 29 20 69    73 20 61 0a 20 20 20 20 20 20 20 20 64 69 73 63  | .distribution).is.a.........disc | 
| 7e700 |  72 65 74 65 20 70 72 6f 62 61 62 69 6c 69 74 79    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 74 68  | rete.probability.distribution.th | 
| 7e720 |  61 74 20 73 61 74 69 73 66 69 65 73 20 5a 69 70    66 27 73 20 6c 61 77 3a 20 74 68 65 0a 20 20 20  | at.satisfies.Zipf's.law:.the.... | 
| 7e740 |  20 20 20 20 20 66 72 65 71 75 65 6e 63 79 20 6f    66 20 61 6e 20 69 74 65 6d 20 69 73 20 69 6e 76  | .....frequency.of.an.item.is.inv | 
| 7e760 |  65 72 73 65 6c 79 20 70 72 6f 70 6f 72 74 69 6f    6e 61 6c 20 74 6f 20 69 74 73 20 72 61 6e 6b 20  | ersely.proportional.to.its.rank. | 
| 7e780 |  69 6e 20 61 0a 20 20 20 20 20 20 20 20 66 72 65    71 75 65 6e 63 79 20 74 61 62 6c 65 2e 0a 0a 20  | in.a.........frequency.table.... | 
| 7e7a0 |  20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a    0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77  | ..........note::.............New | 
| 7e7c0 |  20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65    20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e  | .code.should.use.the.`~numpy.ran | 
| 7e7e0 |  64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 7a 69    70 66 60 0a 20 20 20 20 20 20 20 20 20 20 20 20  | dom.Generator.zipf`............. | 
| 7e800 |  6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | method.of.a.`~numpy.random.Gener | 
| 7e820 |  61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69    6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20  | ator`.instance.instead;......... | 
| 7e840 |  20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74    68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d  | ....please.see.the.:ref:`random- | 
| 7e860 |  71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20    20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72  | quick-start`...........Parameter | 
| 7e880 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a  | s.........----------.........a.: | 
| 7e8a0 |  20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f    6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20  | .float.or.array_like.of.floats.. | 
| 7e8c0 |  20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 72    69 62 75 74 69 6f 6e 20 70 61 72 61 6d 65 74 65  | ...........Distribution.paramete | 
| 7e8e0 |  72 2e 20 4d 75 73 74 20 62 65 20 67 72 65 61 74    65 72 20 74 68 61 6e 20 31 2e 0a 20 20 20 20 20  | r..Must.be.greater.than.1....... | 
| 7e900 |  20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72    20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20  | ...size.:.int.or.tuple.of.ints,. | 
| 7e920 |  6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20    20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70  | optional.............Output.shap | 
| 7e940 |  65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e    20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c  | e...If.the.given.shape.is,.e.g., | 
| 7e960 |  20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20    74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20  | .``(m,.n,.k)``,.then............ | 
| 7e980 |  20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | .``m.*.n.*.k``.samples.are.drawn | 
| 7e9a0 |  2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60    4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29  | ...If.size.is.``None``.(default) | 
| 7e9c0 |  2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20    73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20  | ,.............a.single.value.is. | 
| 7e9e0 |  72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60    60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f  | returned.if.``a``.is.a.scalar..O | 
| 7ea00 |  74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20    20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79  | therwise,.............``np.array | 
| 7ea20 |  28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20  | (a).size``.samples.are.drawn.... | 
| 7ea40 |  20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20  | .......Returns.........-------.. | 
| 7ea60 |  20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61    72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20  | .......out.:.ndarray.or.scalar.. | 
| 7ea80 |  20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68  | ...........Drawn.samples.from.th | 
| 7eaa0 |  65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20    5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f  | e.parameterized.Zipf.distributio | 
| 7eac0 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20    41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d  | n...........See.Also.........--- | 
| 7eae0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63    69 70 79 2e 73 74 61 74 73 2e 7a 69 70 66 20 3a  | -----.........scipy.stats.zipf.: | 
| 7eb00 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e    73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64  | .probability.density.function,.d | 
| 7eb20 |  69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72 0a    20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75  | istribution,.or.............cumu | 
| 7eb40 |  6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66    75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20  | lative.density.function,.etc.... | 
| 7eb60 |  20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e    65 72 61 74 6f 72 2e 7a 69 70 66 3a 20 77 68 69  | ......random.Generator.zipf:.whi | 
| 7eb80 |  63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65    64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a  | ch.should.be.used.for.new.code.. | 
| 7eba0 |  0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20  | .........Notes.........-----.... | 
| 7ebc0 |  20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69    6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72  | .....The.probability.density.for | 
| 7ebe0 |  20 74 68 65 20 5a 69 70 66 20 64 69 73 74 72 69    62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20  | .the.Zipf.distribution.is....... | 
| 7ec00 |  20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 6b    29 20 3d 20 5c 66 72 61 63 7b 6b 5e 7b 2d 61 7d  | ......math::.p(k).=.\frac{k^{-a} | 
| 7ec20 |  7d 7b 5c 7a 65 74 61 28 61 29 7d 2c 0a 0a 20 20    20 20 20 20 20 20 66 6f 72 20 69 6e 74 65 67 65  | }{\zeta(a)},..........for.intege | 
| 7ec40 |  72 73 20 3a 6d 61 74 68 3a 60 6b 20 5c 67 65 71    20 31 60 2c 20 77 68 65 72 65 20 3a 6d 61 74 68  | rs.:math:`k.\geq.1`,.where.:math | 
| 7ec60 |  3a 60 5c 7a 65 74 61 60 20 69 73 20 74 68 65 20    52 69 65 6d 61 6e 6e 20 5a 65 74 61 0a 20 20 20  | :`\zeta`.is.the.Riemann.Zeta.... | 
| 7ec80 |  20 20 20 20 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a    20 20 20 20 20 20 20 20 49 74 20 69 73 20 6e 61  | .....function...........It.is.na | 
| 7eca0 |  6d 65 64 20 66 6f 72 20 74 68 65 20 41 6d 65 72    69 63 61 6e 20 6c 69 6e 67 75 69 73 74 20 47 65  | med.for.the.American.linguist.Ge | 
| 7ecc0 |  6f 72 67 65 20 4b 69 6e 67 73 6c 65 79 20 5a 69    70 66 2c 20 77 68 6f 20 6e 6f 74 65 64 0a 20 20  | orge.Kingsley.Zipf,.who.noted... | 
| 7ece0 |  20 20 20 20 20 20 74 68 61 74 20 74 68 65 20 66    72 65 71 75 65 6e 63 79 20 6f 66 20 61 6e 79 20  | ......that.the.frequency.of.any. | 
| 7ed00 |  77 6f 72 64 20 69 6e 20 61 20 73 61 6d 70 6c 65    20 6f 66 20 61 20 6c 61 6e 67 75 61 67 65 20 69  | word.in.a.sample.of.a.language.i | 
| 7ed20 |  73 20 69 6e 76 65 72 73 65 6c 79 0a 20 20 20 20    20 20 20 20 70 72 6f 70 6f 72 74 69 6f 6e 61 6c  | s.inversely.........proportional | 
| 7ed40 |  20 74 6f 20 69 74 73 20 72 61 6e 6b 20 69 6e 20    74 68 65 20 66 72 65 71 75 65 6e 63 79 20 74 61  | .to.its.rank.in.the.frequency.ta | 
| 7ed60 |  62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65    66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20  | ble...........References........ | 
| 7ed80 |  20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 2e 2e 20 5b 31 5d 20 5a 69 70 66 2c  | .----------............[1].Zipf, | 
| 7eda0 |  20 47 2e 20 4b 2e 2c 20 22 53 65 6c 65 63 74 65    64 20 53 74 75 64 69 65 73 20 6f 66 20 74 68 65  | .G..K.,."Selected.Studies.of.the | 
| 7edc0 |  20 50 72 69 6e 63 69 70 6c 65 20 6f 66 20 52 65    6c 61 74 69 76 65 0a 20 20 20 20 20 20 20 20 20  | .Principle.of.Relative.......... | 
| 7ede0 |  20 20 20 20 20 20 46 72 65 71 75 65 6e 63 79 20    69 6e 20 4c 61 6e 67 75 61 67 65 2c 22 20 43 61  | ......Frequency.in.Language,".Ca | 
| 7ee00 |  6d 62 72 69 64 67 65 2c 20 4d 41 3a 20 48 61 72    76 61 72 64 20 55 6e 69 76 2e 20 50 72 65 73 73  | mbridge,.MA:.Harvard.Univ..Press | 
| 7ee20 |  2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 31 39 33 32 2e 0a 0a 20 20 20 20 20 20 20 20  | ,................1932........... | 
| 7ee40 |  45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20    20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | Examples.........--------....... | 
| 7ee60 |  20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66    72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75  | ..Draw.samples.from.the.distribu | 
| 7ee80 |  74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 61 20 3d 20 34 2e 30 0a 20 20 20 20 20  | tion:..........>>>.a.=.4.0...... | 
| 7eea0 |  20 20 20 3e 3e 3e 20 6e 20 3d 20 32 30 30 30 30    0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d  | ...>>>.n.=.20000.........>>>.s.= | 
| 7eec0 |  20 6e 70 2e 72 61 6e 64 6f 6d 2e 7a 69 70 66 28    61 2c 20 6e 29 0a 0a 20 20 20 20 20 20 20 20 44  | .np.random.zipf(a,.n)..........D | 
| 7eee0 |  69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f    67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70  | isplay.the.histogram.of.the.samp | 
| 7ef00 |  6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a    20 20 20 20 20 20 20 20 74 68 65 20 65 78 70 65  | les,.along.with.........the.expe | 
| 7ef20 |  63 74 65 64 20 68 69 73 74 6f 67 72 61 6d 20 62    61 73 65 64 20 6f 6e 20 74 68 65 20 70 72 6f 62  | cted.histogram.based.on.the.prob | 
| 7ef40 |  61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20    64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e  | ability.........density.function | 
| 7ef60 |  3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69    6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62  | :..........>>>.import.matplotlib | 
| 7ef80 |  2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20  | .pyplot.as.plt.........>>>.from. | 
| 7efa0 |  73 63 69 70 79 2e 73 70 65 63 69 61 6c 20 69 6d    70 6f 72 74 20 7a 65 74 61 20 20 23 20 64 6f 63  | scipy.special.import.zeta..#.doc | 
| 7efc0 |  74 65 73 74 3a 20 2b 53 4b 49 50 0a 0a 20 20 20    20 20 20 20 20 60 62 69 6e 63 6f 75 6e 74 60 20  | test:.+SKIP..........`bincount`. | 
| 7efe0 |  70 72 6f 76 69 64 65 73 20 61 20 66 61 73 74 20    68 69 73 74 6f 67 72 61 6d 20 66 6f 72 20 73 6d  | provides.a.fast.histogram.for.sm | 
| 7f000 |  61 6c 6c 20 69 6e 74 65 67 65 72 73 2e 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74  | all.integers...........>>>.count | 
| 7f020 |  20 3d 20 6e 70 2e 62 69 6e 63 6f 75 6e 74 28 73    29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6b 20  | .=.np.bincount(s).........>>>.k. | 
| 7f040 |  3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 20 73    2e 6d 61 78 28 29 20 2b 20 31 29 0a 0a 20 20 20  | =.np.arange(1,.s.max().+.1)..... | 
| 7f060 |  20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61 72    28 6b 2c 20 63 6f 75 6e 74 5b 31 3a 5d 2c 20 61  | .....>>>.plt.bar(k,.count[1:],.a | 
| 7f080 |  6c 70 68 61 3d 30 2e 35 2c 20 6c 61 62 65 6c 3d    27 73 61 6d 70 6c 65 20 63 6f 75 6e 74 27 29 0a  | lpha=0.5,.label='sample.count'). | 
| 7f0a0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e    70 6c 6f 74 28 6b 2c 20 6e 2a 28 6b 2a 2a 2d 61  | ........>>>.plt.plot(k,.n*(k**-a | 
| 7f0c0 |  29 2f 7a 65 74 61 28 61 29 2c 20 27 6b 2e 2d 27    2c 20 61 6c 70 68 61 3d 30 2e 35 2c 0a 20 20 20  | )/zeta(a),.'k.-',.alpha=0.5,.... | 
| 7f0e0 |  20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20    20 20 6c 61 62 65 6c 3d 27 65 78 70 65 63 74 65  | ..................label='expecte | 
| 7f100 |  64 20 63 6f 75 6e 74 27 29 20 20 20 23 20 64 6f    63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20  | d.count')...#.doctest:.+SKIP.... | 
| 7f120 |  20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 65 6d    69 6c 6f 67 79 28 29 0a 20 20 20 20 20 20 20 20  | .....>>>.plt.semilogy()......... | 
| 7f140 |  3e 3e 3e 20 70 6c 74 2e 67 72 69 64 28 61 6c 70    68 61 3d 30 2e 34 29 0a 20 20 20 20 20 20 20 20  | >>>.plt.grid(alpha=0.4)......... | 
| 7f160 |  3e 3e 3e 20 70 6c 74 2e 6c 65 67 65 6e 64 28 29    0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74  | >>>.plt.legend().........>>>.plt | 
| 7f180 |  2e 74 69 74 6c 65 28 66 27 5a 69 70 66 20 73 61    6d 70 6c 65 2c 20 61 3d 7b 61 7d 2c 20 73 69 7a  | .title(f'Zipf.sample,.a={a},.siz | 
| 7f1a0 |  65 3d 7b 6e 7d 27 29 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a  | e={n}').........>>>.plt.show().. | 
| 7f1c0 |  20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 7f1e0 |  0a 20 20 20 20 20 20 20 20 77 65 69 62 75 6c 6c    28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a  | .........weibull(a,.size=None).. | 
| 7f200 |  20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d    70 6c 65 73 20 66 72 6f 6d 20 61 20 57 65 69 62  | ........Draw.samples.from.a.Weib | 
| 7f220 |  75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e    2e 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20  | ull.distribution...........Draw. | 
| 7f240 |  73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 31    2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75  | samples.from.a.1-parameter.Weibu | 
| 7f260 |  6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20    77 69 74 68 20 74 68 65 20 67 69 76 65 6e 0a 20  | ll.distribution.with.the.given.. | 
| 7f280 |  20 20 20 20 20 20 20 73 68 61 70 65 20 70 61 72    61 6d 65 74 65 72 20 60 61 60 2e 0a 0a 20 20 20  | .......shape.parameter.`a`...... | 
| 7f2a0 |  20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 58    20 3d 20 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61  | ........math::.X.=.(-ln(U))^{1/a | 
| 7f2c0 |  7d 0a 0a 20 20 20 20 20 20 20 20 48 65 72 65 2c    20 55 20 69 73 20 64 72 61 77 6e 20 66 72 6f 6d  | }..........Here,.U.is.drawn.from | 
| 7f2e0 |  20 74 68 65 20 75 6e 69 66 6f 72 6d 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 28  | .the.uniform.distribution.over.( | 
| 7f300 |  30 2c 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 54    68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f 6e 20 32  | 0,1]...........The.more.common.2 | 
| 7f320 |  2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75    6c 6c 2c 20 69 6e 63 6c 75 64 69 6e 67 20 61 20  | -parameter.Weibull,.including.a. | 
| 7f340 |  73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 0a    20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c  | scale.parameter.........:math:`\ | 
| 7f360 |  6c 61 6d 62 64 61 60 20 69 73 20 6a 75 73 74 20    3a 6d 61 74 68 3a 60 58 20 3d 20 5c 6c 61 6d 62  | lambda`.is.just.:math:`X.=.\lamb | 
| 7f380 |  64 61 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 7d    60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e  | da(-ln(U))^{1/a}`..............n | 
| 7f3a0 |  6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20    20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c  | ote::.............New.code.shoul | 
| 7f3c0 |  64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70    79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74  | d.use.the.`~numpy.random.Generat | 
| 7f3e0 |  6f 72 2e 77 65 69 62 75 6c 6c 60 0a 20 20 20 20    20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f  | or.weibull`.............method.o | 
| 7f400 |  66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e  | f.a.`~numpy.random.Generator`.in | 
| 7f420 |  73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a    20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61  | stance.instead;.............plea | 
| 7f440 |  73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a    60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74  | se.see.the.:ref:`random-quick-st | 
| 7f460 |  61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50    61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20  | art`...........Parameters....... | 
| 7f480 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f  | ..----------.........a.:.float.o | 
| 7f4a0 |  72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20    66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20  | r.array_like.of.floats.......... | 
| 7f4c0 |  20 20 20 53 68 61 70 65 20 70 61 72 61 6d 65 74    65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69  | ...Shape.parameter.of.the.distri | 
| 7f4e0 |  62 75 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65    20 6e 6f 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20  | bution...Must.be.nonnegative.... | 
| 7f500 |  20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74    20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74  | ......size.:.int.or.tuple.of.int | 
| 7f520 |  73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20    20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73  | s,.optional.............Output.s | 
| 7f540 |  68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69    76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e  | hape...If.the.given.shape.is,.e. | 
| 7f560 |  67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60    60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20  | g.,.``(m,.n,.k)``,.then......... | 
| 7f580 |  20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60    60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72  | ....``m.*.n.*.k``.samples.are.dr | 
| 7f5a0 |  61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73    20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75  | awn...If.size.is.``None``.(defau | 
| 7f5c0 |  6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20    20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20  | lt),.............a.single.value. | 
| 7f5e0 |  69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60    60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72  | is.returned.if.``a``.is.a.scalar | 
| 7f600 |  2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20    20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61  | ...Otherwise,.............``np.a | 
| 7f620 |  72 72 61 79 28 61 29 2e 73 69 7a 65 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | rray(a).size``.samples.are.drawn | 
| 7f640 |  2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72    6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ...........Returns.........----- | 
| 7f660 |  2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a    20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c  | --.........out.:.ndarray.or.scal | 
| 7f680 |  61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44    72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f  | ar.............Drawn.samples.fro | 
| 7f6a0 |  6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69    7a 65 64 20 57 65 69 62 75 6c 6c 20 64 69 73 74  | m.the.parameterized.Weibull.dist | 
| 7f6c0 |  72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20    20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20  | ribution...........See.Also..... | 
| 7f6e0 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73  | ....--------.........scipy.stats | 
| 7f700 |  2e 77 65 69 62 75 6c 6c 5f 6d 61 78 0a 20 20 20    20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73  | .weibull_max.........scipy.stats | 
| 7f720 |  2e 77 65 69 62 75 6c 6c 5f 6d 69 6e 0a 20 20 20    20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73  | .weibull_min.........scipy.stats | 
| 7f740 |  2e 67 65 6e 65 78 74 72 65 6d 65 0a 20 20 20 20    20 20 20 20 67 75 6d 62 65 6c 0a 20 20 20 20 20  | .genextreme.........gumbel...... | 
| 7f760 |  20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61    74 6f 72 2e 77 65 69 62 75 6c 6c 3a 20 77 68 69  | ...random.Generator.weibull:.whi | 
| 7f780 |  63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65    64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a  | ch.should.be.used.for.new.code.. | 
| 7f7a0 |  0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20  | .........Notes.........-----.... | 
| 7f7c0 |  20 20 20 20 20 54 68 65 20 57 65 69 62 75 6c 6c    20 28 6f 72 20 54 79 70 65 20 49 49 49 20 61 73  | .....The.Weibull.(or.Type.III.as | 
| 7f7e0 |  79 6d 70 74 6f 74 69 63 20 65 78 74 72 65 6d 65    20 76 61 6c 75 65 20 64 69 73 74 72 69 62 75 74  | ymptotic.extreme.value.distribut | 
| 7f800 |  69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f 72 20    73 6d 61 6c 6c 65 73 74 20 76 61 6c 75 65 73 2c  | ion.........for.smallest.values, | 
| 7f820 |  20 53 45 56 20 54 79 70 65 20 49 49 49 2c 20 6f    72 20 52 6f 73 69 6e 2d 52 61 6d 6d 6c 65 72 0a  | .SEV.Type.III,.or.Rosin-Rammler. | 
| 7f840 |  20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75    74 69 6f 6e 29 20 69 73 20 6f 6e 65 20 6f 66 20  | ........distribution).is.one.of. | 
| 7f860 |  61 20 63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72    61 6c 69 7a 65 64 20 45 78 74 72 65 6d 65 20 56  | a.class.of.Generalized.Extreme.V | 
| 7f880 |  61 6c 75 65 0a 20 20 20 20 20 20 20 20 28 47 45    56 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73  | alue.........(GEV).distributions | 
| 7f8a0 |  20 75 73 65 64 20 69 6e 20 6d 6f 64 65 6c 69 6e    67 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20  | .used.in.modeling.extreme.value. | 
| 7f8c0 |  70 72 6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20    20 20 54 68 69 73 20 63 6c 61 73 73 20 69 6e 63  | problems..........This.class.inc | 
| 7f8e0 |  6c 75 64 65 73 20 74 68 65 20 47 75 6d 62 65 6c    20 61 6e 64 20 46 72 65 63 68 65 74 20 64 69 73  | ludes.the.Gumbel.and.Frechet.dis | 
| 7f900 |  74 72 69 62 75 74 69 6f 6e 73 2e 0a 0a 20 20 20    20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69  | tributions...........The.probabi | 
| 7f920 |  6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72    20 74 68 65 20 57 65 69 62 75 6c 6c 20 64 69 73  | lity.density.for.the.Weibull.dis | 
| 7f940 |  74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20    20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20  | tribution.is.............math::. | 
| 7f960 |  70 28 78 29 20 3d 20 5c 66 72 61 63 7b 61 7d 0a    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | p(x).=.\frac{a}................. | 
| 7f980 |  20 20 20 20 20 20 20 20 20 7b 5c 6c 61 6d 62 64    61 7d 28 5c 66 72 61 63 7b 78 7d 7b 5c 6c 61 6d  | .........{\lambda}(\frac{x}{\lam | 
| 7f9a0 |  62 64 61 7d 29 5e 7b 61 2d 31 7d 65 5e 7b 2d 28    78 2f 5c 6c 61 6d 62 64 61 29 5e 61 7d 2c 0a 0a  | bda})^{a-1}e^{-(x/\lambda)^a},.. | 
| 7f9c0 |  20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d    61 74 68 3a 60 61 60 20 69 73 20 74 68 65 20 73  | ........where.:math:`a`.is.the.s | 
| 7f9e0 |  68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60    5c 6c 61 6d 62 64 61 60 20 74 68 65 20 73 63 61  | hape.and.:math:`\lambda`.the.sca | 
| 7fa00 |  6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65    20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 69 74  | le...........The.function.has.it | 
| 7fa20 |  73 20 70 65 61 6b 20 28 74 68 65 20 6d 6f 64 65    29 20 61 74 0a 20 20 20 20 20 20 20 20 3a 6d 61  | s.peak.(the.mode).at.........:ma | 
| 7fa40 |  74 68 3a 60 5c 6c 61 6d 62 64 61 28 5c 66 72 61    63 7b 61 2d 31 7d 7b 61 7d 29 5e 7b 31 2f 61 7d  | th:`\lambda(\frac{a-1}{a})^{1/a} | 
| 7fa60 |  60 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e    20 60 60 61 20 3d 20 31 60 60 2c 20 74 68 65 20  | `...........When.``a.=.1``,.the. | 
| 7fa80 |  57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75    74 69 6f 6e 20 72 65 64 75 63 65 73 20 74 6f 20  | Weibull.distribution.reduces.to. | 
| 7faa0 |  74 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 0a    20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75  | the.exponential.........distribu | 
| 7fac0 |  74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52    65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20  | tion...........References....... | 
| 7fae0 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 61 6c 6f  | ..----------............[1].Walo | 
| 7fb00 |  64 64 69 20 57 65 69 62 75 6c 6c 2c 20 52 6f 79    61 6c 20 54 65 63 68 6e 69 63 61 6c 20 55 6e 69  | ddi.Weibull,.Royal.Technical.Uni | 
| 7fb20 |  76 65 72 73 69 74 79 2c 20 53 74 6f 63 6b 68 6f    6c 6d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20  | versity,.Stockholm,............. | 
| 7fb40 |  20 20 20 31 39 33 39 20 22 41 20 53 74 61 74 69    73 74 69 63 61 6c 20 54 68 65 6f 72 79 20 4f 66  | ...1939."A.Statistical.Theory.Of | 
| 7fb60 |  20 54 68 65 20 53 74 72 65 6e 67 74 68 20 4f 66    20 4d 61 74 65 72 69 61 6c 73 22 2c 0a 20 20 20  | .The.Strength.Of.Materials",.... | 
| 7fb80 |  20 20 20 20 20 20 20 20 20 20 20 20 49 6e 67 65    6e 69 6f 72 73 76 65 74 65 6e 73 6b 61 70 73 61  | ............Ingeniorsvetenskapsa | 
| 7fba0 |  6b 61 64 65 6d 69 65 6e 73 20 48 61 6e 64 6c 69    6e 67 61 72 20 4e 72 20 31 35 31 2c 20 31 39 33  | kademiens.Handlingar.Nr.151,.193 | 
| 7fbc0 |  39 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 47 65 6e 65 72 61 6c 73 74 61 62 65 6e 73  | 9,................Generalstabens | 
| 7fbe0 |  20 4c 69 74 6f 67 72 61 66 69 73 6b 61 20 41 6e    73 74 61 6c 74 73 20 46 6f 72 6c 61 67 2c 20 53  | .Litografiska.Anstalts.Forlag,.S | 
| 7fc00 |  74 6f 63 6b 68 6f 6c 6d 2e 0a 20 20 20 20 20 20    20 20 2e 2e 20 5b 32 5d 20 57 61 6c 6f 64 64 69  | tockholm.............[2].Waloddi | 
| 7fc20 |  20 57 65 69 62 75 6c 6c 2c 20 22 41 20 53 74 61    74 69 73 74 69 63 61 6c 20 44 69 73 74 72 69 62  | .Weibull,."A.Statistical.Distrib | 
| 7fc40 |  75 74 69 6f 6e 20 46 75 6e 63 74 69 6f 6e 20 6f    66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | ution.Function.of............... | 
| 7fc60 |  20 57 69 64 65 20 41 70 70 6c 69 63 61 62 69 6c    69 74 79 22 2c 20 4a 6f 75 72 6e 61 6c 20 4f 66  | .Wide.Applicability",.Journal.Of | 
| 7fc80 |  20 41 70 70 6c 69 65 64 20 4d 65 63 68 61 6e 69    63 73 20 41 53 4d 45 20 50 61 70 65 72 0a 20 20  | .Applied.Mechanics.ASME.Paper... | 
| 7fca0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 35    31 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33  | .............1951.............[3 | 
| 7fcc0 |  5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 57 65    69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69  | ].Wikipedia,."Weibull.distributi | 
| 7fce0 |  6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77  | on",................https://en.w | 
| 7fd00 |  69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b    69 2f 57 65 69 62 75 6c 6c 5f 64 69 73 74 72 69  | ikipedia.org/wiki/Weibull_distri | 
| 7fd20 |  62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20    45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20  | bution..........Examples........ | 
| 7fd40 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66  | .--------.........Draw.samples.f | 
| 7fd60 |  72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75    74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e  | rom.the.distribution:..........> | 
| 7fd80 |  3e 3e 20 61 20 3d 20 35 2e 20 23 20 73 68 61 70    65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20  | >>.a.=.5..#.shape.........>>>.s. | 
| 7fda0 |  3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 77 65 69 62    75 6c 6c 28 61 2c 20 31 30 30 30 29 0a 0a 20 20  | =.np.random.weibull(a,.1000).... | 
| 7fdc0 |  20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68    65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74  | ......Display.the.histogram.of.t | 
| 7fde0 |  68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e    67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74  | he.samples,.along.with.........t | 
| 7fe00 |  68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64    65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a  | he.probability.density.function: | 
| 7fe20 |  0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d    70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e  | ..........>>>.import.matplotlib. | 
| 7fe40 |  70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70  | pyplot.as.plt.........>>>.x.=.np | 
| 7fe60 |  2e 61 72 61 6e 67 65 28 31 2c 31 30 30 2e 29 2f    35 30 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .arange(1,100.)/50..........>>>. | 
| 7fe80 |  64 65 66 20 77 65 69 62 28 78 2c 6e 2c 61 29 3a    0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20  | def.weib(x,n,a):................ | 
| 7fea0 |  20 72 65 74 75 72 6e 20 28 61 20 2f 20 6e 29 20    2a 20 28 78 20 2f 20 6e 29 2a 2a 28 61 20 2d 20  | .return.(a./.n).*.(x./.n)**(a.-. | 
| 7fec0 |  31 29 20 2a 20 6e 70 2e 65 78 70 28 2d 28 78 20    2f 20 6e 29 2a 2a 61 29 0a 0a 20 20 20 20 20 20  | 1).*.np.exp(-(x./.n)**a)........ | 
| 7fee0 |  20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e    73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74  | ..>>>.count,.bins,.ignored.=.plt | 
| 7ff00 |  2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e    77 65 69 62 75 6c 6c 28 35 2e 2c 31 30 30 30 29  | .hist(np.random.weibull(5.,1000) | 
| 7ff20 |  29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20    3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 31 30  | ).........>>>.x.=.np.arange(1,10 | 
| 7ff40 |  30 2e 29 2f 35 30 2e 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 73 63 61 6c 65 20 3d 20 63 6f 75 6e  | 0.)/50..........>>>.scale.=.coun | 
| 7ff60 |  74 2e 6d 61 78 28 29 2f 77 65 69 62 28 78 2c 20    31 2e 2c 20 35 2e 29 2e 6d 61 78 28 29 0a 20 20  | t.max()/weib(x,.1.,.5.).max()... | 
| 7ff80 |  20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c    6f 74 28 78 2c 20 77 65 69 62 28 78 2c 20 31 2e  | ......>>>.plt.plot(x,.weib(x,.1. | 
| 7ffa0 |  2c 20 35 2e 29 2a 73 63 61 6c 65 29 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f  | ,.5.)*scale).........>>>.plt.sho | 
| 7ffc0 |  77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | w()............................. | 
| 7ffe0 |  0a 20 20 20 20 20 20 20 20 76 6f 6e 6d 69 73 65    73 28 6d 75 2c 20 6b 61 70 70 61 2c 20 73 69 7a  | .........vonmises(mu,.kappa,.siz | 
| 80000 |  65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20    20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72  | e=None)..........Draw.samples.fr | 
| 80020 |  6f 6d 20 61 20 76 6f 6e 20 4d 69 73 65 73 20 64    69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20  | om.a.von.Mises.distribution..... | 
| 80040 |  20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72    65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 76  | ......Samples.are.drawn.from.a.v | 
| 80060 |  6f 6e 20 4d 69 73 65 73 20 64 69 73 74 72 69 62    75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69  | on.Mises.distribution.with.speci | 
| 80080 |  66 69 65 64 20 6d 6f 64 65 0a 20 20 20 20 20 20    20 20 28 6d 75 29 20 61 6e 64 20 64 69 73 70 65  | fied.mode.........(mu).and.dispe | 
| 800a0 |  72 73 69 6f 6e 20 28 6b 61 70 70 61 29 2c 20 6f    6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b  | rsion.(kappa),.on.the.interval.[ | 
| 800c0 |  2d 70 69 2c 20 70 69 5d 2e 0a 0a 20 20 20 20 20    20 20 20 54 68 65 20 76 6f 6e 20 4d 69 73 65 73  | -pi,.pi]...........The.von.Mises | 
| 800e0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 61    6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65  | .distribution.(also.known.as.the | 
| 80100 |  20 63 69 72 63 75 6c 61 72 20 6e 6f 72 6d 61 6c    0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62  | .circular.normal.........distrib | 
| 80120 |  75 74 69 6f 6e 29 20 69 73 20 61 20 63 6f 6e 74    69 6e 75 6f 75 73 20 70 72 6f 62 61 62 69 6c 69  | ution).is.a.continuous.probabili | 
| 80140 |  74 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20    6f 6e 20 74 68 65 20 75 6e 69 74 0a 20 20 20 20  | ty.distribution.on.the.unit..... | 
| 80160 |  20 20 20 20 63 69 72 63 6c 65 2e 20 20 49 74 20    6d 61 79 20 62 65 20 74 68 6f 75 67 68 74 20 6f  | ....circle...It.may.be.thought.o | 
| 80180 |  66 20 61 73 20 74 68 65 20 63 69 72 63 75 6c 61    72 20 61 6e 61 6c 6f 67 75 65 20 6f 66 20 74 68  | f.as.the.circular.analogue.of.th | 
| 801a0 |  65 20 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20    20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a  | e.normal.........distribution... | 
| 801c0 |  20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a    3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65  | ...........note::.............Ne | 
| 801e0 |  77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73    65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61  | w.code.should.use.the.`~numpy.ra | 
| 80200 |  6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 76    6f 6e 6d 69 73 65 73 60 0a 20 20 20 20 20 20 20  | ndom.Generator.vonmises`........ | 
| 80220 |  20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61    20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e  | .....method.of.a.`~numpy.random. | 
| 80240 |  47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61    6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20  | Generator`.instance.instead;.... | 
| 80260 |  20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20    73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61  | .........please.see.the.:ref:`ra | 
| 80280 |  6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74    60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61  | ndom-quick-start`...........Para | 
| 802a0 |  6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d    2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | meters.........----------....... | 
| 802c0 |  20 20 6d 75 20 3a 20 66 6c 6f 61 74 20 6f 72 20    61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c  | ..mu.:.float.or.array_like.of.fl | 
| 802e0 |  6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20    20 4d 6f 64 65 20 28 22 63 65 6e 74 65 72 22 29  | oats.............Mode.("center") | 
| 80300 |  20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75    74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 6b 61  | .of.the.distribution..........ka | 
| 80320 |  70 70 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61    72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f  | ppa.:.float.or.array_like.of.flo | 
| 80340 |  61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20    44 69 73 70 65 72 73 69 6f 6e 20 6f 66 20 74 68  | ats.............Dispersion.of.th | 
| 80360 |  65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20    68 61 73 20 74 6f 20 62 65 20 3e 3d 30 2e 0a 20  | e.distribution,.has.to.be.>=0... | 
| 80380 |  20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e    74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e  | .......size.:.int.or.tuple.of.in | 
| 803a0 |  74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20    20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20  | ts,.optional.............Output. | 
| 803c0 |  73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67    69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65  | shape...If.the.given.shape.is,.e | 
| 803e0 |  2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29    60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20  | .g.,.``(m,.n,.k)``,.then........ | 
| 80400 |  20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b    60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64  | .....``m.*.n.*.k``.samples.are.d | 
| 80420 |  72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69    73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61  | rawn...If.size.is.``None``.(defa | 
| 80440 |  75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20    20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65  | ult),.............a.single.value | 
| 80460 |  20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20    60 60 6d 75 60 60 20 61 6e 64 20 60 60 6b 61 70  | .is.returned.if.``mu``.and.``kap | 
| 80480 |  70 61 60 60 20 61 72 65 20 62 6f 74 68 20 73 63    61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20  | pa``.are.both.scalars........... | 
| 804a0 |  20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60    6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6d 75 2c  | ...Otherwise,.``np.broadcast(mu, | 
| 804c0 |  20 6b 61 70 70 61 29 2e 73 69 7a 65 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | .kappa).size``.samples.are.drawn | 
| 804e0 |  2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72    6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ...........Returns.........----- | 
| 80500 |  2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a    20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c  | --.........out.:.ndarray.or.scal | 
| 80520 |  61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44    72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f  | ar.............Drawn.samples.fro | 
| 80540 |  6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69    7a 65 64 20 76 6f 6e 20 4d 69 73 65 73 20 64 69  | m.the.parameterized.von.Mises.di | 
| 80560 |  73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20    20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20  | stribution...........See.Also... | 
| 80580 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61  | ......--------.........scipy.sta | 
| 805a0 |  74 73 2e 76 6f 6e 6d 69 73 65 73 20 3a 20 70 72    6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74  | ts.vonmises.:.probability.densit | 
| 805c0 |  79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74    72 69 62 75 74 69 6f 6e 2c 20 6f 72 0a 20 20 20  | y.function,.distribution,.or.... | 
| 805e0 |  20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74    69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63  | .........cumulative.density.func | 
| 80600 |  74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20    20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | tion,.etc..........random.Genera | 
| 80620 |  74 6f 72 2e 76 6f 6e 6d 69 73 65 73 3a 20 77 68    69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73  | tor.vonmises:.which.should.be.us | 
| 80640 |  65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e    0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a  | ed.for.new.code...........Notes. | 
| 80660 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62  | ........-----.........The.probab | 
| 80680 |  69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f    72 20 74 68 65 20 76 6f 6e 20 4d 69 73 65 73 20  | ility.density.for.the.von.Mises. | 
| 806a0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a    0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68  | distribution.is.............math | 
| 806c0 |  3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b    65 5e 7b 5c 6b 61 70 70 61 20 63 6f 73 28 78 2d  | ::.p(x).=.\frac{e^{\kappa.cos(x- | 
| 806e0 |  5c 6d 75 29 7d 7d 7b 32 5c 70 69 20 49 5f 30 28    5c 6b 61 70 70 61 29 7d 2c 0a 0a 20 20 20 20 20  | \mu)}}{2\pi.I_0(\kappa)},....... | 
| 80700 |  20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60    5c 6d 75 60 20 69 73 20 74 68 65 20 6d 6f 64 65  | ...where.:math:`\mu`.is.the.mode | 
| 80720 |  20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 6b 61 70    70 61 60 20 74 68 65 20 64 69 73 70 65 72 73 69  | .and.:math:`\kappa`.the.dispersi | 
| 80740 |  6f 6e 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20    3a 6d 61 74 68 3a 60 49 5f 30 28 5c 6b 61 70 70  | on,.........and.:math:`I_0(\kapp | 
| 80760 |  61 29 60 20 69 73 20 74 68 65 20 6d 6f 64 69 66    69 65 64 20 42 65 73 73 65 6c 20 66 75 6e 63 74  | a)`.is.the.modified.Bessel.funct | 
| 80780 |  69 6f 6e 20 6f 66 20 6f 72 64 65 72 20 30 2e 0a    0a 20 20 20 20 20 20 20 20 54 68 65 20 76 6f 6e  | ion.of.order.0...........The.von | 
| 807a0 |  20 4d 69 73 65 73 20 69 73 20 6e 61 6d 65 64 20    66 6f 72 20 52 69 63 68 61 72 64 20 45 64 6c 65  | .Mises.is.named.for.Richard.Edle | 
| 807c0 |  72 20 76 6f 6e 20 4d 69 73 65 73 2c 20 77 68 6f    20 77 61 73 20 62 6f 72 6e 20 69 6e 0a 20 20 20  | r.von.Mises,.who.was.born.in.... | 
| 807e0 |  20 20 20 20 20 41 75 73 74 72 69 61 2d 48 75 6e    67 61 72 79 2c 20 69 6e 20 77 68 61 74 20 69 73  | .....Austria-Hungary,.in.what.is | 
| 80800 |  20 6e 6f 77 20 74 68 65 20 55 6b 72 61 69 6e 65    2e 20 20 48 65 20 66 6c 65 64 20 74 6f 20 74 68  | .now.the.Ukraine...He.fled.to.th | 
| 80820 |  65 20 55 6e 69 74 65 64 0a 20 20 20 20 20 20 20    20 53 74 61 74 65 73 20 69 6e 20 31 39 33 39 20  | e.United.........States.in.1939. | 
| 80840 |  61 6e 64 20 62 65 63 61 6d 65 20 61 20 70 72 6f    66 65 73 73 6f 72 20 61 74 20 48 61 72 76 61 72  | and.became.a.professor.at.Harvar | 
| 80860 |  64 2e 20 20 48 65 20 77 6f 72 6b 65 64 20 69 6e    0a 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69  | d...He.worked.in.........probabi | 
| 80880 |  6c 69 74 79 20 74 68 65 6f 72 79 2c 20 61 65 72    6f 64 79 6e 61 6d 69 63 73 2c 20 66 6c 75 69 64  | lity.theory,.aerodynamics,.fluid | 
| 808a0 |  20 6d 65 63 68 61 6e 69 63 73 2c 20 61 6e 64 20    70 68 69 6c 6f 73 6f 70 68 79 20 6f 66 0a 20 20  | .mechanics,.and.philosophy.of... | 
| 808c0 |  20 20 20 20 20 20 73 63 69 65 6e 63 65 2e 0a 0a    20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63  | ......science...........Referenc | 
| 808e0 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e  | es.........----------........... | 
| 80900 |  20 5b 31 5d 20 41 62 72 61 6d 6f 77 69 74 7a 2c    20 4d 2e 20 61 6e 64 20 53 74 65 67 75 6e 2c 20  | .[1].Abramowitz,.M..and.Stegun,. | 
| 80920 |  49 2e 20 41 2e 20 28 45 64 73 2e 29 2e 20 22 48    61 6e 64 62 6f 6f 6b 20 6f 66 0a 20 20 20 20 20  | I..A..(Eds.).."Handbook.of...... | 
| 80940 |  20 20 20 20 20 20 20 20 20 20 4d 61 74 68 65 6d    61 74 69 63 61 6c 20 46 75 6e 63 74 69 6f 6e 73  | ..........Mathematical.Functions | 
| 80960 |  20 77 69 74 68 20 46 6f 72 6d 75 6c 61 73 2c 20    47 72 61 70 68 73 2c 20 61 6e 64 20 4d 61 74 68  | .with.Formulas,.Graphs,.and.Math | 
| 80980 |  65 6d 61 74 69 63 61 6c 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 54 61 62 6c 65 73 2c 20  | ematical................Tables,. | 
| 809a0 |  39 74 68 20 70 72 69 6e 74 69 6e 67 2c 22 20 4e    65 77 20 59 6f 72 6b 3a 20 44 6f 76 65 72 2c 20  | 9th.printing,".New.York:.Dover,. | 
| 809c0 |  31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e    20 5b 32 5d 20 76 6f 6e 20 4d 69 73 65 73 2c 20  | 1972.............[2].von.Mises,. | 
| 809e0 |  52 2e 2c 20 22 4d 61 74 68 65 6d 61 74 69 63 61    6c 20 54 68 65 6f 72 79 20 6f 66 20 50 72 6f 62  | R.,."Mathematical.Theory.of.Prob | 
| 80a00 |  61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 61 6e 64 20 53 74 61 74 69  | ability................and.Stati | 
| 80a20 |  73 74 69 63 73 22 2c 20 4e 65 77 20 59 6f 72 6b    3a 20 41 63 61 64 65 6d 69 63 20 50 72 65 73 73  | stics",.New.York:.Academic.Press | 
| 80a40 |  2c 20 31 39 36 34 2e 0a 0a 20 20 20 20 20 20 20    20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20  | ,.1964...........Examples....... | 
| 80a60 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20  | ..--------.........Draw.samples. | 
| 80a80 |  66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62    75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20  | from.the.distribution:.......... | 
| 80aa0 |  3e 3e 3e 20 6d 75 2c 20 6b 61 70 70 61 20 3d 20    30 2e 30 2c 20 34 2e 30 20 23 20 6d 65 61 6e 20  | >>>.mu,.kappa.=.0.0,.4.0.#.mean. | 
| 80ac0 |  61 6e 64 20 64 69 73 70 65 72 73 69 6f 6e 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e  | and.dispersion.........>>>.s.=.n | 
| 80ae0 |  70 2e 72 61 6e 64 6f 6d 2e 76 6f 6e 6d 69 73 65    73 28 6d 75 2c 20 6b 61 70 70 61 2c 20 31 30 30  | p.random.vonmises(mu,.kappa,.100 | 
| 80b00 |  30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70    6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61  | 0)..........Display.the.histogra | 
| 80b20 |  6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73    2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20  | m.of.the.samples,.along.with.... | 
| 80b40 |  20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69    6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e  | .....the.probability.density.fun | 
| 80b60 |  63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c  | ction:..........>>>.import.matpl | 
| 80b80 |  6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20    70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | otlib.pyplot.as.plt.........>>>. | 
| 80ba0 |  66 72 6f 6d 20 73 63 69 70 79 2e 73 70 65 63 69    61 6c 20 69 6d 70 6f 72 74 20 69 30 20 20 23 20  | from.scipy.special.import.i0..#. | 
| 80bc0 |  64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68  | doctest:.+SKIP.........>>>.plt.h | 
| 80be0 |  69 73 74 28 73 2c 20 35 30 2c 20 64 65 6e 73 69    74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20  | ist(s,.50,.density=True)........ | 
| 80c00 |  20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 6c 69 6e 73    70 61 63 65 28 2d 6e 70 2e 70 69 2c 20 6e 70 2e  | .>>>.x.=.np.linspace(-np.pi,.np. | 
| 80c20 |  70 69 2c 20 6e 75 6d 3d 35 31 29 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 79 20 3d 20 6e 70 2e 65  | pi,.num=51).........>>>.y.=.np.e | 
| 80c40 |  78 70 28 6b 61 70 70 61 2a 6e 70 2e 63 6f 73 28    78 2d 6d 75 29 29 2f 28 32 2a 6e 70 2e 70 69 2a  | xp(kappa*np.cos(x-mu))/(2*np.pi* | 
| 80c60 |  69 30 28 6b 61 70 70 61 29 29 20 20 23 20 64 6f    63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20  | i0(kappa))..#.doctest:.+SKIP.... | 
| 80c80 |  20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f    74 28 78 2c 20 79 2c 20 6c 69 6e 65 77 69 64 74  | .....>>>.plt.plot(x,.y,.linewidt | 
| 80ca0 |  68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 20    20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49  | h=2,.color='r')..#.doctest:.+SKI | 
| 80cc0 |  50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c    74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20  | P.........>>>.plt.show()........ | 
| 80ce0 |  20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 80d00 |  0a 20 20 20 20 20 20 20 20 75 6e 69 66 6f 72 6d    28 6c 6f 77 3d 30 2e 30 2c 20 68 69 67 68 3d 31  | .........uniform(low=0.0,.high=1 | 
| 80d20 |  2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a    20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d  | .0,.size=None)..........Draw.sam | 
| 80d40 |  70 6c 65 73 20 66 72 6f 6d 20 61 20 75 6e 69 66    6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | ples.from.a.uniform.distribution | 
| 80d60 |  2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c    65 73 20 61 72 65 20 75 6e 69 66 6f 72 6d 6c 79  | ...........Samples.are.uniformly | 
| 80d80 |  20 64 69 73 74 72 69 62 75 74 65 64 20 6f 76 65    72 20 74 68 65 20 68 61 6c 66 2d 6f 70 65 6e 20  | .distributed.over.the.half-open. | 
| 80da0 |  69 6e 74 65 72 76 61 6c 0a 20 20 20 20 20 20 20    20 60 60 5b 6c 6f 77 2c 20 68 69 67 68 29 60 60  | interval.........``[low,.high)`` | 
| 80dc0 |  20 28 69 6e 63 6c 75 64 65 73 20 6c 6f 77 2c 20    62 75 74 20 65 78 63 6c 75 64 65 73 20 68 69 67  | .(includes.low,.but.excludes.hig | 
| 80de0 |  68 29 2e 20 20 49 6e 20 6f 74 68 65 72 20 77 6f    72 64 73 2c 0a 20 20 20 20 20 20 20 20 61 6e 79  | h)...In.other.words,.........any | 
| 80e00 |  20 76 61 6c 75 65 20 77 69 74 68 69 6e 20 74 68    65 20 67 69 76 65 6e 20 69 6e 74 65 72 76 61 6c  | .value.within.the.given.interval | 
| 80e20 |  20 69 73 20 65 71 75 61 6c 6c 79 20 6c 69 6b 65    6c 79 20 74 6f 20 62 65 20 64 72 61 77 6e 0a 20  | .is.equally.likely.to.be.drawn.. | 
| 80e40 |  20 20 20 20 20 20 20 62 79 20 60 75 6e 69 66 6f    72 6d 60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e  | .......by.`uniform`............. | 
| 80e60 |  20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20    20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f  | .note::.............New.code.sho | 
| 80e80 |  75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | uld.use.the.`~numpy.random.Gener | 
| 80ea0 |  61 74 6f 72 2e 75 6e 69 66 6f 72 6d 60 0a 20 20    20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64  | ator.uniform`.............method | 
| 80ec0 |  20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20  | .of.a.`~numpy.random.Generator`. | 
| 80ee0 |  69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64    3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c  | instance.instead;.............pl | 
| 80f00 |  65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65    66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d  | ease.see.the.:ref:`random-quick- | 
| 80f20 |  73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20    20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20  | start`...........Parameters..... | 
| 80f40 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 6c 6f 77 20 3a 20 66 6c 6f  | ....----------.........low.:.flo | 
| 80f60 |  61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65    20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69  | at.or.array_like.of.floats,.opti | 
| 80f80 |  6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20    20 4c 6f 77 65 72 20 62 6f 75 6e 64 61 72 79 20  | onal.............Lower.boundary. | 
| 80fa0 |  6f 66 20 74 68 65 20 6f 75 74 70 75 74 20 69 6e    74 65 72 76 61 6c 2e 20 20 41 6c 6c 20 76 61 6c  | of.the.output.interval...All.val | 
| 80fc0 |  75 65 73 20 67 65 6e 65 72 61 74 65 64 20 77 69    6c 6c 20 62 65 0a 20 20 20 20 20 20 20 20 20 20  | ues.generated.will.be........... | 
| 80fe0 |  20 20 67 72 65 61 74 65 72 20 74 68 61 6e 20 6f    72 20 65 71 75 61 6c 20 74 6f 20 6c 6f 77 2e 20  | ..greater.than.or.equal.to.low.. | 
| 81000 |  20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c    75 65 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20  | .The.default.value.is.0......... | 
| 81020 |  20 68 69 67 68 20 3a 20 66 6c 6f 61 74 20 6f 72    20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66  | .high.:.float.or.array_like.of.f | 
| 81040 |  6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20    20 20 55 70 70 65 72 20 62 6f 75 6e 64 61 72 79  | loats.............Upper.boundary | 
| 81060 |  20 6f 66 20 74 68 65 20 6f 75 74 70 75 74 20 69    6e 74 65 72 76 61 6c 2e 20 20 41 6c 6c 20 76 61  | .of.the.output.interval...All.va | 
| 81080 |  6c 75 65 73 20 67 65 6e 65 72 61 74 65 64 20 77    69 6c 6c 20 62 65 0a 20 20 20 20 20 20 20 20 20  | lues.generated.will.be.......... | 
| 810a0 |  20 20 20 6c 65 73 73 20 74 68 61 6e 20 6f 72 20    65 71 75 61 6c 20 74 6f 20 68 69 67 68 2e 20 20  | ...less.than.or.equal.to.high... | 
| 810c0 |  54 68 65 20 68 69 67 68 20 6c 69 6d 69 74 20 6d    61 79 20 62 65 20 69 6e 63 6c 75 64 65 64 20 69  | The.high.limit.may.be.included.i | 
| 810e0 |  6e 20 74 68 65 20 0a 20 20 20 20 20 20 20 20 20    20 20 20 72 65 74 75 72 6e 65 64 20 61 72 72 61  | n.the..............returned.arra | 
| 81100 |  79 20 6f 66 20 66 6c 6f 61 74 73 20 64 75 65 20    74 6f 20 66 6c 6f 61 74 69 6e 67 2d 70 6f 69 6e  | y.of.floats.due.to.floating-poin | 
| 81120 |  74 20 72 6f 75 6e 64 69 6e 67 20 69 6e 20 74 68    65 20 0a 20 20 20 20 20 20 20 20 20 20 20 20 65  | t.rounding.in.the..............e | 
| 81140 |  71 75 61 74 69 6f 6e 20 60 60 6c 6f 77 20 2b 20    28 68 69 67 68 2d 6c 6f 77 29 20 2a 20 72 61 6e  | quation.``low.+.(high-low).*.ran | 
| 81160 |  64 6f 6d 5f 73 61 6d 70 6c 65 28 29 60 60 2e 20    20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c  | dom_sample()``...The.default.val | 
| 81180 |  75 65 20 0a 20 20 20 20 20 20 20 20 20 20 20 20    69 73 20 31 2e 30 2e 0a 20 20 20 20 20 20 20 20  | ue..............is.1.0.......... | 
| 811a0 |  73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75    70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74  | size.:.int.or.tuple.of.ints,.opt | 
| 811c0 |  69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20    20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20  | ional.............Output.shape.. | 
| 811e0 |  20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68    61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60  | .If.the.given.shape.is,.e.g.,.`` | 
| 81200 |  28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65    6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60  | (m,.n,.k)``,.then.............`` | 
| 81220 |  6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70    6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20  | m.*.n.*.k``.samples.are.drawn... | 
| 81240 |  49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e    65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20  | If.size.is.``None``.(default),.. | 
| 81260 |  20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e    67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74  | ...........a.single.value.is.ret | 
| 81280 |  75 72 6e 65 64 20 69 66 20 60 60 6c 6f 77 60 60    20 61 6e 64 20 60 60 68 69 67 68 60 60 20 61 72  | urned.if.``low``.and.``high``.ar | 
| 812a0 |  65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a    20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65  | e.both.scalars..............Othe | 
| 812c0 |  72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61    64 63 61 73 74 28 6c 6f 77 2c 20 68 69 67 68 29  | rwise,.``np.broadcast(low,.high) | 
| 812e0 |  2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20    61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20  | .size``.samples.are.drawn....... | 
| 81300 |  20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20    20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20  | ....Returns.........-------..... | 
| 81320 |  20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61    79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20  | ....out.:.ndarray.or.scalar..... | 
| 81340 |  20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61    6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70  | ........Drawn.samples.from.the.p | 
| 81360 |  61 72 61 6d 65 74 65 72 69 7a 65 64 20 75 6e 69    66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f  | arameterized.uniform.distributio | 
| 81380 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20    41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d  | n...........See.Also.........--- | 
| 813a0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61    6e 64 69 6e 74 20 3a 20 44 69 73 63 72 65 74 65  | -----.........randint.:.Discrete | 
| 813c0 |  20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2c 20 79 69 65 6c 64 69 6e 67 20  | .uniform.distribution,.yielding. | 
| 813e0 |  69 6e 74 65 67 65 72 73 2e 0a 20 20 20 20 20 20    20 20 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72  | integers..........random_integer | 
| 81400 |  73 20 3a 20 44 69 73 63 72 65 74 65 20 75 6e 69    66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f  | s.:.Discrete.uniform.distributio | 
| 81420 |  6e 20 6f 76 65 72 20 74 68 65 20 63 6c 6f 73 65    64 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | n.over.the.closed............... | 
| 81440 |  20 20 20 20 20 20 20 20 20 20 20 20 69 6e 74 65    72 76 61 6c 20 60 60 5b 6c 6f 77 2c 20 68 69 67  | ............interval.``[low,.hig | 
| 81460 |  68 5d 60 60 2e 0a 20 20 20 20 20 20 20 20 72 61    6e 64 6f 6d 5f 73 61 6d 70 6c 65 20 3a 20 46 6c  | h]``..........random_sample.:.Fl | 
| 81480 |  6f 61 74 73 20 75 6e 69 66 6f 72 6d 6c 79 20 64    69 73 74 72 69 62 75 74 65 64 20 6f 76 65 72 20  | oats.uniformly.distributed.over. | 
| 814a0 |  60 60 5b 30 2c 20 31 29 60 60 2e 0a 20 20 20 20    20 20 20 20 72 61 6e 64 6f 6d 20 3a 20 41 6c 69  | ``[0,.1)``..........random.:.Ali | 
| 814c0 |  61 73 20 66 6f 72 20 60 72 61 6e 64 6f 6d 5f 73    61 6d 70 6c 65 60 2e 0a 20 20 20 20 20 20 20 20  | as.for.`random_sample`.......... | 
| 814e0 |  72 61 6e 64 20 3a 20 43 6f 6e 76 65 6e 69 65 6e    63 65 20 66 75 6e 63 74 69 6f 6e 20 74 68 61 74  | rand.:.Convenience.function.that | 
| 81500 |  20 61 63 63 65 70 74 73 20 64 69 6d 65 6e 73 69    6f 6e 73 20 61 73 20 69 6e 70 75 74 2c 20 65 2e  | .accepts.dimensions.as.input,.e. | 
| 81520 |  67 2e 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 60 60 72 61 6e 64 28 32 2c 32 29 60 60  | g.,................``rand(2,2)`` | 
| 81540 |  20 77 6f 75 6c 64 20 67 65 6e 65 72 61 74 65 20    61 20 32 2d 62 79 2d 32 20 61 72 72 61 79 20 6f  | .would.generate.a.2-by-2.array.o | 
| 81560 |  66 20 66 6c 6f 61 74 73 2c 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 75 6e 69 66 6f 72 6d  | f.floats,................uniform | 
| 81580 |  6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 6f    76 65 72 20 60 60 5b 30 2c 20 31 29 60 60 2e 0a  | ly.distributed.over.``[0,.1)``.. | 
| 815a0 |  20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47    65 6e 65 72 61 74 6f 72 2e 75 6e 69 66 6f 72 6d  | ........random.Generator.uniform | 
| 815c0 |  3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62    65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63  | :.which.should.be.used.for.new.c | 
| 815e0 |  6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f    74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | ode...........Notes.........---- | 
| 81600 |  2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72    6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74  | -.........The.probability.densit | 
| 81620 |  79 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68    65 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69  | y.function.of.the.uniform.distri | 
| 81640 |  62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20    20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78  | bution.is.............math::.p(x | 
| 81660 |  29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 62 20 2d    20 61 7d 0a 0a 20 20 20 20 20 20 20 20 61 6e 79  | ).=.\frac{1}{b.-.a}..........any | 
| 81680 |  77 68 65 72 65 20 77 69 74 68 69 6e 20 74 68 65    20 69 6e 74 65 72 76 61 6c 20 60 60 5b 61 2c 20  | where.within.the.interval.``[a,. | 
| 816a0 |  62 29 60 60 2c 20 61 6e 64 20 7a 65 72 6f 20 65    6c 73 65 77 68 65 72 65 2e 0a 0a 20 20 20 20 20  | b)``,.and.zero.elsewhere........ | 
| 816c0 |  20 20 20 57 68 65 6e 20 60 60 68 69 67 68 60 60    20 3d 3d 20 60 60 6c 6f 77 60 60 2c 20 76 61 6c  | ...When.``high``.==.``low``,.val | 
| 816e0 |  75 65 73 20 6f 66 20 60 60 6c 6f 77 60 60 20 77    69 6c 6c 20 62 65 20 72 65 74 75 72 6e 65 64 2e  | ues.of.``low``.will.be.returned. | 
| 81700 |  0a 20 20 20 20 20 20 20 20 49 66 20 60 60 68 69    67 68 60 60 20 3c 20 60 60 6c 6f 77 60 60 2c 20  | .........If.``high``.<.``low``,. | 
| 81720 |  74 68 65 20 72 65 73 75 6c 74 73 20 61 72 65 20    6f 66 66 69 63 69 61 6c 6c 79 20 75 6e 64 65 66  | the.results.are.officially.undef | 
| 81740 |  69 6e 65 64 0a 20 20 20 20 20 20 20 20 61 6e 64    20 6d 61 79 20 65 76 65 6e 74 75 61 6c 6c 79 20  | ined.........and.may.eventually. | 
| 81760 |  72 61 69 73 65 20 61 6e 20 65 72 72 6f 72 2c 20    69 2e 65 2e 20 64 6f 20 6e 6f 74 20 72 65 6c 79  | raise.an.error,.i.e..do.not.rely | 
| 81780 |  20 6f 6e 20 74 68 69 73 0a 20 20 20 20 20 20 20    20 66 75 6e 63 74 69 6f 6e 20 74 6f 20 62 65 68  | .on.this.........function.to.beh | 
| 817a0 |  61 76 65 20 77 68 65 6e 20 70 61 73 73 65 64 20    61 72 67 75 6d 65 6e 74 73 20 73 61 74 69 73 66  | ave.when.passed.arguments.satisf | 
| 817c0 |  79 69 6e 67 20 74 68 61 74 0a 20 20 20 20 20 20    20 20 69 6e 65 71 75 61 6c 69 74 79 20 63 6f 6e  | ying.that.........inequality.con | 
| 817e0 |  64 69 74 69 6f 6e 2e 20 54 68 65 20 60 60 68 69    67 68 60 60 20 6c 69 6d 69 74 20 6d 61 79 20 62  | dition..The.``high``.limit.may.b | 
| 81800 |  65 20 69 6e 63 6c 75 64 65 64 20 69 6e 20 74 68    65 0a 20 20 20 20 20 20 20 20 72 65 74 75 72 6e  | e.included.in.the.........return | 
| 81820 |  65 64 20 61 72 72 61 79 20 6f 66 20 66 6c 6f 61    74 73 20 64 75 65 20 74 6f 20 66 6c 6f 61 74 69  | ed.array.of.floats.due.to.floati | 
| 81840 |  6e 67 2d 70 6f 69 6e 74 20 72 6f 75 6e 64 69 6e    67 20 69 6e 20 74 68 65 0a 20 20 20 20 20 20 20  | ng-point.rounding.in.the........ | 
| 81860 |  20 65 71 75 61 74 69 6f 6e 20 60 60 6c 6f 77 20    2b 20 28 68 69 67 68 2d 6c 6f 77 29 20 2a 20 72  | .equation.``low.+.(high-low).*.r | 
| 81880 |  61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 28 29 60 60    2e 20 46 6f 72 20 65 78 61 6d 70 6c 65 3a 0a 0a  | andom_sample()``..For.example:.. | 
| 818a0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20    6e 70 2e 66 6c 6f 61 74 33 32 28 35 2a 30 2e 39  | ........>>>.x.=.np.float32(5*0.9 | 
| 818c0 |  39 39 39 39 39 39 39 29 0a 20 20 20 20 20 20 20    20 3e 3e 3e 20 78 0a 20 20 20 20 20 20 20 20 35  | 9999999).........>>>.x.........5 | 
| 818e0 |  2e 30 0a 0a 0a 20 20 20 20 20 20 20 20 45 78 61    6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | .0...........Examples.........-- | 
| 81900 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44    72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d  | ------.........Draw.samples.from | 
| 81920 |  20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f    6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .the.distribution:..........>>>. | 
| 81940 |  73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 75 6e    69 66 6f 72 6d 28 2d 31 2c 30 2c 31 30 30 30 29  | s.=.np.random.uniform(-1,0,1000) | 
| 81960 |  0a 0a 20 20 20 20 20 20 20 20 41 6c 6c 20 76 61    6c 75 65 73 20 61 72 65 20 77 69 74 68 69 6e 20  | ..........All.values.are.within. | 
| 81980 |  74 68 65 20 67 69 76 65 6e 20 69 6e 74 65 72 76    61 6c 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | the.given.interval:..........>>> | 
| 819a0 |  20 6e 70 2e 61 6c 6c 28 73 20 3e 3d 20 2d 31 29    0a 20 20 20 20 20 20 20 20 54 72 75 65 0a 20 20  | .np.all(s.>=.-1).........True... | 
| 819c0 |  20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 61 6c 6c    28 73 20 3c 20 30 29 0a 20 20 20 20 20 20 20 20  | ......>>>.np.all(s.<.0)......... | 
| 819e0 |  54 72 75 65 0a 0a 20 20 20 20 20 20 20 20 44 69    73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67  | True..........Display.the.histog | 
| 81a00 |  72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c    65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 20 74  | ram.of.the.samples,.along.with.t | 
| 81a20 |  68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 61    62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66  | he.........probability.density.f | 
| 81a40 |  75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74  | unction:..........>>>.import.mat | 
| 81a60 |  70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61    73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e  | plotlib.pyplot.as.plt.........>> | 
| 81a80 |  3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69    67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73  | >.count,.bins,.ignored.=.plt.his | 
| 81aa0 |  74 28 73 2c 20 31 35 2c 20 64 65 6e 73 69 74 79    3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e  | t(s,.15,.density=True).........> | 
| 81ac0 |  3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73    2c 20 6e 70 2e 6f 6e 65 73 5f 6c 69 6b 65 28 62  | >>.plt.plot(bins,.np.ones_like(b | 
| 81ae0 |  69 6e 73 29 2c 20 6c 69 6e 65 77 69 64 74 68 3d    32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20  | ins),.linewidth=2,.color='r')... | 
| 81b00 |  20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68    6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00  | ......>>>.plt.show()............ | 
| 81b20 |  0a 20 20 20 20 20 20 20 20 74 72 69 61 6e 67 75    6c 61 72 28 6c 65 66 74 2c 20 6d 6f 64 65 2c 20  | .........triangular(left,.mode,. | 
| 81b40 |  72 69 67 68 74 2c 20 73 69 7a 65 3d 4e 6f 6e 65    29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20  | right,.size=None)..........Draw. | 
| 81b60 |  73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65    20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74  | samples.from.the.triangular.dist | 
| 81b80 |  72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 74 68    65 0a 20 20 20 20 20 20 20 20 69 6e 74 65 72 76  | ribution.over.the.........interv | 
| 81ba0 |  61 6c 20 60 60 5b 6c 65 66 74 2c 20 72 69 67 68    74 5d 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 54  | al.``[left,.right]``...........T | 
| 81bc0 |  68 65 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69    73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61 20  | he.triangular.distribution.is.a. | 
| 81be0 |  63 6f 6e 74 69 6e 75 6f 75 73 20 70 72 6f 62 61    62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64  | continuous.probability.........d | 
| 81c00 |  69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68    20 6c 6f 77 65 72 20 6c 69 6d 69 74 20 6c 65 66  | istribution.with.lower.limit.lef | 
| 81c20 |  74 2c 20 70 65 61 6b 20 61 74 20 6d 6f 64 65 2c    20 61 6e 64 20 75 70 70 65 72 0a 20 20 20 20 20  | t,.peak.at.mode,.and.upper...... | 
| 81c40 |  20 20 20 6c 69 6d 69 74 20 72 69 67 68 74 2e 20    55 6e 6c 69 6b 65 20 74 68 65 20 6f 74 68 65 72  | ...limit.right..Unlike.the.other | 
| 81c60 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 20    74 68 65 73 65 20 70 61 72 61 6d 65 74 65 72 73  | .distributions,.these.parameters | 
| 81c80 |  0a 20 20 20 20 20 20 20 20 64 69 72 65 63 74 6c    79 20 64 65 66 69 6e 65 20 74 68 65 20 73 68 61  | .........directly.define.the.sha | 
| 81ca0 |  70 65 20 6f 66 20 74 68 65 20 70 64 66 2e 0a 0a    20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a  | pe.of.the.pdf..............note: | 
| 81cc0 |  3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65    77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73  | :.............New.code.should.us | 
| 81ce0 |  65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 74  | e.the.`~numpy.random.Generator.t | 
| 81d00 |  72 69 61 6e 67 75 6c 61 72 60 0a 20 20 20 20 20    20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66  | riangular`.............method.of | 
| 81d20 |  20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f    6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73  | .a.`~numpy.random.Generator`.ins | 
| 81d40 |  74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20    20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73  | tance.instead;.............pleas | 
| 81d60 |  65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60    72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61  | e.see.the.:ref:`random-quick-sta | 
| 81d80 |  72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61    72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20  | rt`...........Parameters........ | 
| 81da0 |  20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 6c 65 66 74 20 3a 20 66 6c 6f 61 74  | .----------.........left.:.float | 
| 81dc0 |  20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f    66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20  | .or.array_like.of.floats........ | 
| 81de0 |  20 20 20 20 20 4c 6f 77 65 72 20 6c 69 6d 69 74    2e 0a 20 20 20 20 20 20 20 20 6d 6f 64 65 20 3a  | .....Lower.limit..........mode.: | 
| 81e00 |  20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f    6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20  | .float.or.array_like.of.floats.. | 
| 81e20 |  20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 76    61 6c 75 65 20 77 68 65 72 65 20 74 68 65 20 70  | ...........The.value.where.the.p | 
| 81e40 |  65 61 6b 20 6f 66 20 74 68 65 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 6f 63 63 75 72 73 2e 0a  | eak.of.the.distribution.occurs.. | 
| 81e60 |  20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20    76 61 6c 75 65 20 6d 75 73 74 20 66 75 6c 66 69  | ............The.value.must.fulfi | 
| 81e80 |  6c 6c 20 74 68 65 20 63 6f 6e 64 69 74 69 6f 6e    20 60 60 6c 65 66 74 20 3c 3d 20 6d 6f 64 65 20  | ll.the.condition.``left.<=.mode. | 
| 81ea0 |  3c 3d 20 72 69 67 68 74 60 60 2e 0a 20 20 20 20    20 20 20 20 72 69 67 68 74 20 3a 20 66 6c 6f 61  | <=.right``..........right.:.floa | 
| 81ec0 |  74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20    6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20  | t.or.array_like.of.floats....... | 
| 81ee0 |  20 20 20 20 20 20 55 70 70 65 72 20 6c 69 6d 69    74 2c 20 6d 75 73 74 20 62 65 20 6c 61 72 67 65  | ......Upper.limit,.must.be.large | 
| 81f00 |  72 20 74 68 61 6e 20 60 6c 65 66 74 60 2e 0a 20    20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e  | r.than.`left`..........size.:.in | 
| 81f20 |  74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e    74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20  | t.or.tuple.of.ints,.optional.... | 
| 81f40 |  20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20    73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67  | .........Output.shape...If.the.g | 
| 81f60 |  69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65    2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29  | iven.shape.is,.e.g.,.``(m,.n,.k) | 
| 81f80 |  60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20    20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b  | ``,.then.............``m.*.n.*.k | 
| 81fa0 |  60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64    72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69  | ``.samples.are.drawn...If.size.i | 
| 81fc0 |  73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61    75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20  | s.``None``.(default),........... | 
| 81fe0 |  20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65    20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20  | ..a.single.value.is.returned.if. | 
| 82000 |  60 60 6c 65 66 74 60 60 2c 20 60 60 6d 6f 64 65    60 60 2c 20 61 6e 64 20 60 60 72 69 67 68 74 60  | ``left``,.``mode``,.and.``right` | 
| 82020 |  60 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 72    65 20 61 6c 6c 20 73 63 61 6c 61 72 73 2e 20 20  | `.............are.all.scalars... | 
| 82040 |  4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e    62 72 6f 61 64 63 61 73 74 28 6c 65 66 74 2c 20  | Otherwise,.``np.broadcast(left,. | 
| 82060 |  6d 6f 64 65 2c 20 72 69 67 68 74 29 2e 73 69 7a    65 60 60 0a 20 20 20 20 20 20 20 20 20 20 20 20  | mode,.right).size``............. | 
| 82080 |  73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75  | samples.are.drawn...........Retu | 
| 820a0 |  72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20  | rns.........-------.........out. | 
| 820c0 |  3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61    6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20  | :.ndarray.or.scalar............. | 
| 820e0 |  44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72    6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72  | Drawn.samples.from.the.parameter | 
| 82100 |  69 7a 65 64 20 74 72 69 61 6e 67 75 6c 61 72 20    64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20  | ized.triangular.distribution.... | 
| 82120 |  20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | .......See.Also.........-------- | 
| 82140 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e    47 65 6e 65 72 61 74 6f 72 2e 74 72 69 61 6e 67  | .........random.Generator.triang | 
| 82160 |  75 6c 61 72 3a 20 77 68 69 63 68 20 73 68 6f 75    6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e  | ular:.which.should.be.used.for.n | 
| 82180 |  65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20    20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20  | ew.code...........Notes......... | 
| 821a0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68    65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65  | -----.........The.probability.de | 
| 821c0 |  6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66    6f 72 20 74 68 65 20 74 72 69 61 6e 67 75 6c 61  | nsity.function.for.the.triangula | 
| 821e0 |  72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69    73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61  | r.distribution.is.............ma | 
| 82200 |  74 68 3a 3a 20 50 28 78 3b 6c 2c 20 6d 2c 20 72    29 20 3d 20 5c 62 65 67 69 6e 7b 63 61 73 65 73  | th::.P(x;l,.m,.r).=.\begin{cases | 
| 82220 |  7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 5c 66 72 61 63 7b 32 28 78 2d 6c 29  | }...................\frac{2(x-l) | 
| 82240 |  7d 7b 28 72 2d 6c 29 28 6d 2d 6c 29 7d 26 20 5c    74 65 78 74 7b 66 6f 72 20 24 6c 20 5c 6c 65 71  | }{(r-l)(m-l)}&.\text{for.$l.\leq | 
| 82260 |  20 78 20 5c 6c 65 71 20 6d 24 7d 2c 5c 5c 0a 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .x.\leq.m$},\\.................. | 
| 82280 |  20 5c 66 72 61 63 7b 32 28 72 2d 78 29 7d 7b 28    72 2d 6c 29 28 72 2d 6d 29 7d 26 20 5c 74 65 78  | .\frac{2(r-x)}{(r-l)(r-m)}&.\tex | 
| 822a0 |  74 7b 66 6f 72 20 24 6d 20 5c 6c 65 71 20 78 20    5c 6c 65 71 20 72 24 7d 2c 5c 5c 0a 20 20 20 20  | t{for.$m.\leq.x.\leq.r$},\\..... | 
| 822c0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 30 26    20 5c 74 65 78 74 7b 6f 74 68 65 72 77 69 73 65  | ..............0&.\text{otherwise | 
| 822e0 |  7d 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 5c 65 6e 64 7b 63 61 73 65 73 7d  | }....................\end{cases} | 
| 82300 |  0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 72    69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62  | ..........The.triangular.distrib | 
| 82320 |  75 74 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75    73 65 64 20 69 6e 20 69 6c 6c 2d 64 65 66 69 6e  | ution.is.often.used.in.ill-defin | 
| 82340 |  65 64 0a 20 20 20 20 20 20 20 20 70 72 6f 62 6c    65 6d 73 20 77 68 65 72 65 20 74 68 65 20 75 6e  | ed.........problems.where.the.un | 
| 82360 |  64 65 72 6c 79 69 6e 67 20 64 69 73 74 72 69 62    75 74 69 6f 6e 20 69 73 20 6e 6f 74 20 6b 6e 6f  | derlying.distribution.is.not.kno | 
| 82380 |  77 6e 2c 20 62 75 74 0a 20 20 20 20 20 20 20 20    73 6f 6d 65 20 6b 6e 6f 77 6c 65 64 67 65 20 6f  | wn,.but.........some.knowledge.o | 
| 823a0 |  66 20 74 68 65 20 6c 69 6d 69 74 73 20 61 6e 64    20 6d 6f 64 65 20 65 78 69 73 74 73 2e 20 4f 66  | f.the.limits.and.mode.exists..Of | 
| 823c0 |  74 65 6e 20 69 74 20 69 73 20 75 73 65 64 0a 20    20 20 20 20 20 20 20 69 6e 20 73 69 6d 75 6c 61  | ten.it.is.used.........in.simula | 
| 823e0 |  74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20    52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20  | tions...........References...... | 
| 82400 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 69 6b  | ...----------............[1].Wik | 
| 82420 |  69 70 65 64 69 61 2c 20 22 54 72 69 61 6e 67 75    6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | ipedia,."Triangular.distribution | 
| 82440 |  22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69  | "................https://en.wiki | 
| 82460 |  70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 54    72 69 61 6e 67 75 6c 61 72 5f 64 69 73 74 72 69  | pedia.org/wiki/Triangular_distri | 
| 82480 |  62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20    45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20  | bution..........Examples........ | 
| 824a0 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72  | .--------.........Draw.values.fr | 
| 824c0 |  6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74    69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65  | om.the.distribution.and.plot.the | 
| 824e0 |  20 68 69 73 74 6f 67 72 61 6d 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20  | .histogram:..........>>>.import. | 
| 82500 |  6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f    74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20  | matplotlib.pyplot.as.plt........ | 
| 82520 |  20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73    74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 74 72 69 61  | .>>>.h.=.plt.hist(np.random.tria | 
| 82540 |  6e 67 75 6c 61 72 28 2d 33 2c 20 30 2c 20 38 2c    20 31 30 30 30 30 30 29 2c 20 62 69 6e 73 3d 32  | ngular(-3,.0,.8,.100000),.bins=2 | 
| 82560 |  30 30 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20    20 20 20 20 20 20 20 20 20 20 20 20 20 64 65 6e  | 00,..........................den | 
| 82580 |  73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28  | sity=True).........>>>.plt.show( | 
| 825a0 |  29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | )............................... | 
| 825c0 |  0a 20 20 20 20 20 20 20 20 74 6f 6d 61 78 69 6e    74 28 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20  | .........tomaxint(size=None).... | 
| 825e0 |  20 20 20 20 20 20 52 65 74 75 72 6e 20 61 20 73    61 6d 70 6c 65 20 6f 66 20 75 6e 69 66 6f 72 6d  | ......Return.a.sample.of.uniform | 
| 82600 |  6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 72    61 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 69  | ly.distributed.random.integers.i | 
| 82620 |  6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 0a 20    20 20 20 20 20 20 20 5b 30 2c 20 60 60 6e 70 2e  | n.the.interval.........[0,.``np. | 
| 82640 |  69 69 6e 66 6f 28 6e 70 2e 69 6e 74 5f 29 2e 6d    61 78 60 60 5d 2e 20 54 68 65 20 60 6e 70 2e 69  | iinfo(np.int_).max``]..The.`np.i | 
| 82660 |  6e 74 5f 60 20 74 79 70 65 20 74 72 61 6e 73 6c    61 74 65 73 20 74 6f 20 74 68 65 20 43 20 6c 6f  | nt_`.type.translates.to.the.C.lo | 
| 82680 |  6e 67 0a 20 20 20 20 20 20 20 20 69 6e 74 65 67    65 72 20 74 79 70 65 20 61 6e 64 20 69 74 73 20  | ng.........integer.type.and.its. | 
| 826a0 |  70 72 65 63 69 73 69 6f 6e 20 69 73 20 70 6c 61    74 66 6f 72 6d 20 64 65 70 65 6e 64 65 6e 74 2e  | precision.is.platform.dependent. | 
| 826c0 |  0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65    74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d  | ..........Parameters.........--- | 
| 826e0 |  2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20    73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75  | -------.........size.:.int.or.tu | 
| 82700 |  70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74    69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20  | ple.of.ints,.optional........... | 
| 82720 |  20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20    20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68  | ..Output.shape...If.the.given.sh | 
| 82740 |  61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60    28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65  | ape.is,.e.g.,.``(m,.n,.k)``,.the | 
| 82760 |  6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60    6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70  | n.............``m.*.n.*.k``.samp | 
| 82780 |  6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20    44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c  | les.are.drawn...Default.is.None, | 
| 827a0 |  20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61    0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 6e  | .in.which.case.a.............sin | 
| 827c0 |  67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74    75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20 20  | gle.value.is.returned........... | 
| 827e0 |  52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | Returns.........-------......... | 
| 82800 |  6f 75 74 20 3a 20 6e 64 61 72 72 61 79 0a 20 20    20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20  | out.:.ndarray.............Drawn. | 
| 82820 |  73 61 6d 70 6c 65 73 2c 20 77 69 74 68 20 73 68    61 70 65 20 60 73 69 7a 65 60 2e 0a 0a 20 20 20  | samples,.with.shape.`size`...... | 
| 82840 |  20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20  | .....See.Also.........--------.. | 
| 82860 |  20 20 20 20 20 20 20 72 61 6e 64 69 6e 74 20 3a    20 55 6e 69 66 6f 72 6d 20 73 61 6d 70 6c 69 6e  | .......randint.:.Uniform.samplin | 
| 82880 |  67 20 6f 76 65 72 20 61 20 67 69 76 65 6e 20 68    61 6c 66 2d 6f 70 65 6e 20 69 6e 74 65 72 76 61  | g.over.a.given.half-open.interva | 
| 828a0 |  6c 20 6f 66 20 69 6e 74 65 67 65 72 73 2e 0a 20    20 20 20 20 20 20 20 72 61 6e 64 6f 6d 5f 69 6e  | l.of.integers..........random_in | 
| 828c0 |  74 65 67 65 72 73 20 3a 20 55 6e 69 66 6f 72 6d    20 73 61 6d 70 6c 69 6e 67 20 6f 76 65 72 20 61  | tegers.:.Uniform.sampling.over.a | 
| 828e0 |  20 67 69 76 65 6e 20 63 6c 6f 73 65 64 20 69 6e    74 65 72 76 61 6c 20 6f 66 0a 20 20 20 20 20 20  | .given.closed.interval.of....... | 
| 82900 |  20 20 20 20 20 20 69 6e 74 65 67 65 72 73 2e 0a    0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65  | ......integers...........Example | 
| 82920 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72  | s.........--------.........>>>.r | 
| 82940 |  73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 52 61    6e 64 6f 6d 53 74 61 74 65 28 29 20 23 20 6e 65  | s.=.np.random.RandomState().#.ne | 
| 82960 |  65 64 20 61 20 52 61 6e 64 6f 6d 53 74 61 74 65    20 6f 62 6a 65 63 74 0a 20 20 20 20 20 20 20 20  | ed.a.RandomState.object......... | 
| 82980 |  3e 3e 3e 20 72 73 2e 74 6f 6d 61 78 69 6e 74 28    28 32 2c 32 2c 32 29 29 0a 20 20 20 20 20 20 20  | >>>.rs.tomaxint((2,2,2))........ | 
| 829a0 |  20 61 72 72 61 79 28 5b 5b 5b 31 31 37 30 30 34    38 35 39 39 2c 20 31 36 30 30 33 36 30 31 38 36  | .array([[[1170048599,.1600360186 | 
| 829c0 |  5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 20 5b 20 37 33  | ],.#.random.................[.73 | 
| 829e0 |  39 37 33 31 30 30 36 2c 20 31 39 34 37 37 35 37    35 37 38 5d 5d 2c 0a 20 20 20 20 20 20 20 20 20  | 9731006,.1947757578]],.......... | 
| 82a00 |  20 20 20 20 20 20 5b 5b 31 38 37 31 37 31 32 39    34 35 2c 20 20 37 35 32 33 30 37 36 36 30 5d 2c  | ......[[1871712945,..752307660], | 
| 82a20 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 5b 31 36 30 31 36 33 31 33 37 30 2c 20 31 34  | .................[1601631370,.14 | 
| 82a40 |  37 39 33 32 34 32 34 35 5d 5d 5d 29 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 72 73 2e 74 6f 6d 61  | 79324245]]]).........>>>.rs.toma | 
| 82a60 |  78 69 6e 74 28 28 32 2c 32 2c 32 29 29 20 3c 20    6e 70 2e 69 69 6e 66 6f 28 6e 70 2e 69 6e 74 5f  | xint((2,2,2)).<.np.iinfo(np.int_ | 
| 82a80 |  29 2e 6d 61 78 0a 20 20 20 20 20 20 20 20 61 72    72 61 79 28 5b 5b 5b 20 54 72 75 65 2c 20 20 54  | ).max.........array([[[.True,..T | 
| 82aa0 |  72 75 65 5d 2c 0a 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 5b 20 54 72 75 65 2c 20 20 54  | rue],.................[.True,..T | 
| 82ac0 |  72 75 65 5d 5d 2c 0a 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 5b 5b 20 54 72 75 65 2c 20 20  | rue]],................[[.True,.. | 
| 82ae0 |  54 72 75 65 5d 2c 0a 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 5b 20 54 72 75 65 2c 20 20  | True],.................[.True,.. | 
| 82b00 |  54 72 75 65 5d 5d 5d 29 0a 0a 20 20 20 20 20 20    20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | True]]])........................ | 
| 82b20 |  73 75 6d 28 70 76 61 6c 73 5b 3a 2d 31 5d 2e 61    73 74 79 70 65 28 6e 70 2e 66 6c 6f 61 74 36 34  | sum(pvals[:-1].astype(np.float64 | 
| 82b40 |  29 29 20 3e 20 31 2e 30 2e 20 54 68 65 20 70 76    61 6c 73 20 61 72 72 61 79 20 69 73 20 63 61 73  | )).>.1.0..The.pvals.array.is.cas | 
| 82b60 |  74 20 74 6f 20 36 34 2d 62 69 74 20 66 6c 6f 61    74 69 6e 67 20 70 6f 69 6e 74 20 70 72 69 6f 72  | t.to.64-bit.floating.point.prior | 
| 82b80 |  20 74 6f 20 63 68 65 63 6b 69 6e 67 20 74 68 65    20 73 75 6d 2e 20 50 72 65 63 69 73 69 6f 6e 20  | .to.checking.the.sum..Precision. | 
| 82ba0 |  63 68 61 6e 67 65 73 20 77 68 65 6e 20 63 61 73    74 69 6e 67 20 6d 61 79 20 63 61 75 73 65 20 70  | changes.when.casting.may.cause.p | 
| 82bc0 |  72 6f 62 6c 65 6d 73 20 65 76 65 6e 20 69 66 20    74 68 65 20 73 75 6d 20 6f 66 20 74 68 65 20 6f  | roblems.even.if.the.sum.of.the.o | 
| 82be0 |  72 69 67 69 6e 61 6c 20 70 76 61 6c 73 20 69 73    20 76 61 6c 69 64 2e 00 00 00 00 00 00 00 00 00  | riginal.pvals.is.valid.......... | 
| 82c00 |  73 74 61 74 65 20 6d 75 73 74 20 62 65 20 61 20    64 69 63 74 20 6f 72 20 61 20 74 75 70 6c 65 2e  | state.must.be.a.dict.or.a.tuple. | 
| 82c20 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 82c40 |  0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72    64 5f 74 28 64 66 2c 20 73 69 7a 65 3d 4e 6f 6e  | .........standard_t(df,.size=Non | 
| 82c60 |  65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20  | e)..........Draw.samples.from.a. | 
| 82c80 |  73 74 61 6e 64 61 72 64 20 53 74 75 64 65 6e 74    27 73 20 74 20 64 69 73 74 72 69 62 75 74 69 6f  | standard.Student's.t.distributio | 
| 82ca0 |  6e 20 77 69 74 68 20 60 64 66 60 20 64 65 67 72    65 65 73 0a 20 20 20 20 20 20 20 20 6f 66 20 66  | n.with.`df`.degrees.........of.f | 
| 82cc0 |  72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20    20 41 20 73 70 65 63 69 61 6c 20 63 61 73 65 20  | reedom...........A.special.case. | 
| 82ce0 |  6f 66 20 74 68 65 20 68 79 70 65 72 62 6f 6c 69    63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20  | of.the.hyperbolic.distribution.. | 
| 82d00 |  20 41 73 20 60 64 66 60 20 67 65 74 73 0a 20 20    20 20 20 20 20 20 6c 61 72 67 65 2c 20 74 68 65  | .As.`df`.gets.........large,.the | 
| 82d20 |  20 72 65 73 75 6c 74 20 72 65 73 65 6d 62 6c 65    73 20 74 68 61 74 20 6f 66 20 74 68 65 20 73 74  | .result.resembles.that.of.the.st | 
| 82d40 |  61 6e 64 61 72 64 20 6e 6f 72 6d 61 6c 0a 20 20    20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69  | andard.normal.........distributi | 
| 82d60 |  6f 6e 20 28 60 73 74 61 6e 64 61 72 64 5f 6e 6f    72 6d 61 6c 60 29 2e 0a 0a 20 20 20 20 20 20 20  | on.(`standard_normal`).......... | 
| 82d80 |  20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20    20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20  | ....note::.............New.code. | 
| 82da0 |  73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60    7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65  | should.use.the.`~numpy.random.Ge | 
| 82dc0 |  6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64    5f 74 60 0a 20 20 20 20 20 20 20 20 20 20 20 20  | nerator.standard_t`............. | 
| 82de0 |  6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | method.of.a.`~numpy.random.Gener | 
| 82e00 |  61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69    6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20  | ator`.instance.instead;......... | 
| 82e20 |  20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74    68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d  | ....please.see.the.:ref:`random- | 
| 82e40 |  71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20    20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72  | quick-start`...........Parameter | 
| 82e60 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 64 66 20  | s.........----------.........df. | 
| 82e80 |  3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79    5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a  | :.float.or.array_like.of.floats. | 
| 82ea0 |  20 20 20 20 20 20 20 20 20 20 20 20 44 65 67 72    65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20  | ............Degrees.of.freedom,. | 
| 82ec0 |  6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20    20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20  | must.be.>.0..........size.:.int. | 
| 82ee0 |  6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73    2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20  | or.tuple.of.ints,.optional...... | 
| 82f00 |  20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68    61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76  | .......Output.shape...If.the.giv | 
| 82f20 |  65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67    2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60  | en.shape.is,.e.g.,.``(m,.n,.k)`` | 
| 82f40 |  2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20    20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60  | ,.then.............``m.*.n.*.k`` | 
| 82f60 |  20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61    77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20  | .samples.are.drawn...If.size.is. | 
| 82f80 |  60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c    74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20  | ``None``.(default),............. | 
| 82fa0 |  61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69    73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60  | a.single.value.is.returned.if.`` | 
| 82fc0 |  64 66 60 60 20 69 73 20 61 20 73 63 61 6c 61 72    2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20  | df``.is.a.scalar...Otherwise,... | 
| 82fe0 |  20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61    72 72 61 79 28 64 66 29 2e 73 69 7a 65 60 60 20  | ..........``np.array(df).size``. | 
| 83000 |  73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75  | samples.are.drawn...........Retu | 
| 83020 |  72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20  | rns.........-------.........out. | 
| 83040 |  3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61    6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20  | :.ndarray.or.scalar............. | 
| 83060 |  44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72    6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72  | Drawn.samples.from.the.parameter | 
| 83080 |  69 7a 65 64 20 73 74 61 6e 64 61 72 64 20 53 74    75 64 65 6e 74 27 73 20 74 20 64 69 73 74 72 69  | ized.standard.Student's.t.distri | 
| 830a0 |  62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20    20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20  | bution...........See.Also....... | 
| 830c0 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | ..--------.........random.Genera | 
| 830e0 |  74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 74 3a 20    77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20  | tor.standard_t:.which.should.be. | 
| 83100 |  75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64    65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65  | used.for.new.code...........Note | 
| 83120 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62  | s.........-----.........The.prob | 
| 83140 |  61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20    66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65  | ability.density.function.for.the | 
| 83160 |  20 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20    69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d  | .t.distribution.is.............m | 
| 83180 |  61 74 68 3a 3a 20 50 28 78 2c 20 64 66 29 20 3d    20 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 5c 66  | ath::.P(x,.df).=.\frac{\Gamma(\f | 
| 831a0 |  72 61 63 7b 64 66 2b 31 7d 7b 32 7d 29 7d 7b 5c    73 71 72 74 7b 5c 70 69 20 64 66 7d 0a 20 20 20  | rac{df+1}{2})}{\sqrt{\pi.df}.... | 
| 831c0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c    47 61 6d 6d 61 28 5c 66 72 61 63 7b 64 66 7d 7b  | ...............\Gamma(\frac{df}{ | 
| 831e0 |  32 7d 29 7d 5c 42 69 67 6c 28 20 31 2b 5c 66 72    61 63 7b 78 5e 32 7d 7b 64 66 7d 20 5c 42 69 67  | 2})}\Bigl(.1+\frac{x^2}{df}.\Big | 
| 83200 |  72 29 5e 7b 2d 28 64 66 2b 31 29 2f 32 7d 0a 0a    20 20 20 20 20 20 20 20 54 68 65 20 74 20 74 65  | r)^{-(df+1)/2}..........The.t.te | 
| 83220 |  73 74 20 69 73 20 62 61 73 65 64 20 6f 6e 20 61    6e 20 61 73 73 75 6d 70 74 69 6f 6e 20 74 68 61  | st.is.based.on.an.assumption.tha | 
| 83240 |  74 20 74 68 65 20 64 61 74 61 20 63 6f 6d 65 20    66 72 6f 6d 20 61 0a 20 20 20 20 20 20 20 20 4e  | t.the.data.come.from.a.........N | 
| 83260 |  6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69    6f 6e 2e 20 54 68 65 20 74 20 74 65 73 74 20 70  | ormal.distribution..The.t.test.p | 
| 83280 |  72 6f 76 69 64 65 73 20 61 20 77 61 79 20 74 6f    20 74 65 73 74 20 77 68 65 74 68 65 72 0a 20 20  | rovides.a.way.to.test.whether... | 
| 832a0 |  20 20 20 20 20 20 74 68 65 20 73 61 6d 70 6c 65    20 6d 65 61 6e 20 28 74 68 61 74 20 69 73 20 74  | ......the.sample.mean.(that.is.t | 
| 832c0 |  68 65 20 6d 65 61 6e 20 63 61 6c 63 75 6c 61 74    65 64 20 66 72 6f 6d 20 74 68 65 20 64 61 74 61  | he.mean.calculated.from.the.data | 
| 832e0 |  29 20 69 73 0a 20 20 20 20 20 20 20 20 61 20 67    6f 6f 64 20 65 73 74 69 6d 61 74 65 20 6f 66 20  | ).is.........a.good.estimate.of. | 
| 83300 |  74 68 65 20 74 72 75 65 20 6d 65 61 6e 2e 0a 0a    20 20 20 20 20 20 20 20 54 68 65 20 64 65 72 69  | the.true.mean...........The.deri | 
| 83320 |  76 61 74 69 6f 6e 20 6f 66 20 74 68 65 20 74 2d    64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 61 73  | vation.of.the.t-distribution.was | 
| 83340 |  20 66 69 72 73 74 20 70 75 62 6c 69 73 68 65 64    20 69 6e 0a 20 20 20 20 20 20 20 20 31 39 30 38  | .first.published.in.........1908 | 
| 83360 |  20 62 79 20 57 69 6c 6c 69 61 6d 20 47 6f 73 73    65 74 20 77 68 69 6c 65 20 77 6f 72 6b 69 6e 67  | .by.William.Gosset.while.working | 
| 83380 |  20 66 6f 72 20 74 68 65 20 47 75 69 6e 6e 65 73    73 20 42 72 65 77 65 72 79 0a 20 20 20 20 20 20  | .for.the.Guinness.Brewery....... | 
| 833a0 |  20 20 69 6e 20 44 75 62 6c 69 6e 2e 20 44 75 65    20 74 6f 20 70 72 6f 70 72 69 65 74 61 72 79 20  | ..in.Dublin..Due.to.proprietary. | 
| 833c0 |  69 73 73 75 65 73 2c 20 68 65 20 68 61 64 20 74    6f 20 70 75 62 6c 69 73 68 20 75 6e 64 65 72 0a  | issues,.he.had.to.publish.under. | 
| 833e0 |  20 20 20 20 20 20 20 20 61 20 70 73 65 75 64 6f    6e 79 6d 2c 20 61 6e 64 20 73 6f 20 68 65 20 75  | ........a.pseudonym,.and.so.he.u | 
| 83400 |  73 65 64 20 74 68 65 20 6e 61 6d 65 20 53 74 75    64 65 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52  | sed.the.name.Student...........R | 
| 83420 |  65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | eferences.........----------.... | 
| 83440 |  20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 6c 67    61 61 72 64 2c 20 50 65 74 65 72 2c 20 22 49 6e  | ........[1].Dalgaard,.Peter,."In | 
| 83460 |  74 72 6f 64 75 63 74 6f 72 79 20 53 74 61 74 69    73 74 69 63 73 20 57 69 74 68 20 52 22 2c 0a 20  | troductory.Statistics.With.R",.. | 
| 83480 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 53 70    72 69 6e 67 65 72 2c 20 32 30 30 32 2e 0a 20 20  | ..............Springer,.2002.... | 
| 834a0 |  20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b    69 70 65 64 69 61 2c 20 22 53 74 75 64 65 6e 74  | .........[2].Wikipedia,."Student | 
| 834c0 |  27 73 20 74 2d 64 69 73 74 72 69 62 75 74 69 6f    6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | 's.t-distribution".............. | 
| 834e0 |  20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b    69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f  | ..https://en.wikipedia.org/wiki/ | 
| 83500 |  53 74 75 64 65 6e 74 27 73 5f 74 2d 64 69 73 74    72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20  | Student's_t-distribution........ | 
| 83520 |  20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20    20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20  | ..Examples.........--------..... | 
| 83540 |  20 20 20 20 46 72 6f 6d 20 44 61 6c 67 61 61 72    64 20 70 61 67 65 20 38 33 20 5b 31 5d 5f 2c 20  | ....From.Dalgaard.page.83.[1]_,. | 
| 83560 |  73 75 70 70 6f 73 65 20 74 68 65 20 64 61 69 6c    79 20 65 6e 65 72 67 79 20 69 6e 74 61 6b 65 20  | suppose.the.daily.energy.intake. | 
| 83580 |  66 6f 72 20 31 31 0a 20 20 20 20 20 20 20 20 77    6f 6d 65 6e 20 69 6e 20 6b 69 6c 6f 6a 6f 75 6c  | for.11.........women.in.kilojoul | 
| 835a0 |  65 73 20 28 6b 4a 29 20 69 73 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 69 6e 74 61 6b 65 20  | es.(kJ).is:..........>>>.intake. | 
| 835c0 |  3d 20 6e 70 2e 61 72 72 61 79 28 5b 35 32 36 30    2e 2c 20 35 34 37 30 2c 20 35 36 34 30 2c 20 36  | =.np.array([5260.,.5470,.5640,.6 | 
| 835e0 |  31 38 30 2c 20 36 33 39 30 2c 20 36 35 31 35 2c    20 36 38 30 35 2c 20 37 35 31 35 2c 20 5c 0a 20  | 180,.6390,.6515,.6805,.7515,.\.. | 
| 83600 |  20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 37 35  | ..............................75 | 
| 83620 |  31 35 2c 20 38 32 33 30 2c 20 38 37 37 30 5d 29    0a 0a 20 20 20 20 20 20 20 20 44 6f 65 73 20 74  | 15,.8230,.8770])..........Does.t | 
| 83640 |  68 65 69 72 20 65 6e 65 72 67 79 20 69 6e 74 61    6b 65 20 64 65 76 69 61 74 65 20 73 79 73 74 65  | heir.energy.intake.deviate.syste | 
| 83660 |  6d 61 74 69 63 61 6c 6c 79 20 66 72 6f 6d 20 74    68 65 20 72 65 63 6f 6d 6d 65 6e 64 65 64 0a 20  | matically.from.the.recommended.. | 
| 83680 |  20 20 20 20 20 20 20 76 61 6c 75 65 20 6f 66 20    37 37 32 35 20 6b 4a 3f 20 4f 75 72 20 6e 75 6c  | .......value.of.7725.kJ?.Our.nul | 
| 836a0 |  6c 20 68 79 70 6f 74 68 65 73 69 73 20 77 69 6c    6c 20 62 65 20 74 68 65 20 61 62 73 65 6e 63 65  | l.hypothesis.will.be.the.absence | 
| 836c0 |  20 6f 66 20 64 65 76 69 61 74 69 6f 6e 2c 0a 20    20 20 20 20 20 20 20 61 6e 64 20 74 68 65 20 61  | .of.deviation,.........and.the.a | 
| 836e0 |  6c 74 65 72 6e 61 74 65 20 68 79 70 6f 74 68 65    73 69 73 20 77 69 6c 6c 20 62 65 20 74 68 65 20  | lternate.hypothesis.will.be.the. | 
| 83700 |  70 72 65 73 65 6e 63 65 20 6f 66 20 61 6e 20 65    66 66 65 63 74 20 74 68 61 74 20 63 6f 75 6c 64  | presence.of.an.effect.that.could | 
| 83720 |  20 62 65 0a 20 20 20 20 20 20 20 20 65 69 74 68    65 72 20 70 6f 73 69 74 69 76 65 20 6f 72 20 6e  | .be.........either.positive.or.n | 
| 83740 |  65 67 61 74 69 76 65 2c 20 68 65 6e 63 65 20 6d    61 6b 69 6e 67 20 6f 75 72 20 74 65 73 74 20 32  | egative,.hence.making.our.test.2 | 
| 83760 |  2d 74 61 69 6c 65 64 2e 20 0a 0a 20 20 20 20 20    20 20 20 42 65 63 61 75 73 65 20 77 65 20 61 72  | -tailed............Because.we.ar | 
| 83780 |  65 20 65 73 74 69 6d 61 74 69 6e 67 20 74 68 65    20 6d 65 61 6e 20 61 6e 64 20 77 65 20 68 61 76  | e.estimating.the.mean.and.we.hav | 
| 837a0 |  65 20 4e 3d 31 31 20 76 61 6c 75 65 73 20 69 6e    20 6f 75 72 20 73 61 6d 70 6c 65 2c 0a 20 20 20  | e.N=11.values.in.our.sample,.... | 
| 837c0 |  20 20 20 20 20 77 65 20 68 61 76 65 20 4e 2d 31    3d 31 30 20 64 65 67 72 65 65 73 20 6f 66 20 66  | .....we.have.N-1=10.degrees.of.f | 
| 837e0 |  72 65 65 64 6f 6d 2e 20 57 65 20 73 65 74 20 6f    75 72 20 73 69 67 6e 69 66 69 63 61 6e 63 65 20  | reedom..We.set.our.significance. | 
| 83800 |  6c 65 76 65 6c 20 74 6f 20 39 35 25 20 61 6e 64    20 0a 20 20 20 20 20 20 20 20 63 6f 6d 70 75 74  | level.to.95%.and..........comput | 
| 83820 |  65 20 74 68 65 20 74 20 73 74 61 74 69 73 74 69    63 20 75 73 69 6e 67 20 74 68 65 20 65 6d 70 69  | e.the.t.statistic.using.the.empi | 
| 83840 |  72 69 63 61 6c 20 6d 65 61 6e 20 61 6e 64 20 65    6d 70 69 72 69 63 61 6c 20 73 74 61 6e 64 61 72  | rical.mean.and.empirical.standar | 
| 83860 |  64 20 0a 20 20 20 20 20 20 20 20 64 65 76 69 61    74 69 6f 6e 20 6f 66 20 6f 75 72 20 69 6e 74 61  | d..........deviation.of.our.inta | 
| 83880 |  6b 65 2e 20 57 65 20 75 73 65 20 61 20 64 64 6f    66 20 6f 66 20 31 20 74 6f 20 62 61 73 65 20 74  | ke..We.use.a.ddof.of.1.to.base.t | 
| 838a0 |  68 65 20 63 6f 6d 70 75 74 61 74 69 6f 6e 20 6f    66 20 6f 75 72 20 0a 20 20 20 20 20 20 20 20 65  | he.computation.of.our..........e | 
| 838c0 |  6d 70 69 72 69 63 61 6c 20 73 74 61 6e 64 61 72    64 20 64 65 76 69 61 74 69 6f 6e 20 6f 6e 20 61  | mpirical.standard.deviation.on.a | 
| 838e0 |  6e 20 75 6e 62 69 61 73 65 64 20 65 73 74 69 6d    61 74 65 20 6f 66 20 74 68 65 20 76 61 72 69 61  | n.unbiased.estimate.of.the.varia | 
| 83900 |  6e 63 65 20 28 6e 6f 74 65 3a 0a 20 20 20 20 20    20 20 20 74 68 65 20 66 69 6e 61 6c 20 65 73 74  | nce.(note:.........the.final.est | 
| 83920 |  69 6d 61 74 65 20 69 73 20 6e 6f 74 20 75 6e 62    69 61 73 65 64 20 64 75 65 20 74 6f 20 74 68 65  | imate.is.not.unbiased.due.to.the | 
| 83940 |  20 63 6f 6e 63 61 76 65 20 6e 61 74 75 72 65 20    6f 66 20 74 68 65 20 73 71 75 61 72 65 20 0a 20  | .concave.nature.of.the.square... | 
| 83960 |  20 20 20 20 20 20 20 72 6f 6f 74 29 2e 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 6d 65  | .......root)...........>>>.np.me | 
| 83980 |  61 6e 28 69 6e 74 61 6b 65 29 0a 20 20 20 20 20    20 20 20 36 37 35 33 2e 36 33 36 33 36 33 36 33  | an(intake).........6753.63636363 | 
| 839a0 |  36 33 36 34 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 69 6e 74 61 6b 65 2e 73 74 64 28 64 64 6f 66  | 6364.........>>>.intake.std(ddof | 
| 839c0 |  3d 31 29 0a 20 20 20 20 20 20 20 20 31 31 34 32    2e 31 32 33 32 32 32 31 33 37 33 37 32 37 0a 20  | =1).........1142.1232221373727.. | 
| 839e0 |  20 20 20 20 20 20 20 3e 3e 3e 20 74 20 3d 20 28    6e 70 2e 6d 65 61 6e 28 69 6e 74 61 6b 65 29 2d  | .......>>>.t.=.(np.mean(intake)- | 
| 83a00 |  37 37 32 35 29 2f 28 69 6e 74 61 6b 65 2e 73 74    64 28 64 64 6f 66 3d 31 29 2f 6e 70 2e 73 71 72  | 7725)/(intake.std(ddof=1)/np.sqr | 
| 83a20 |  74 28 6c 65 6e 28 69 6e 74 61 6b 65 29 29 29 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 74 0a 20 20  | t(len(intake))).........>>>.t... | 
| 83a40 |  20 20 20 20 20 20 2d 32 2e 38 32 30 37 35 34 30    36 30 38 33 31 30 31 39 38 0a 0a 20 20 20 20 20  | ......-2.8207540608310198....... | 
| 83a60 |  20 20 20 57 65 20 64 72 61 77 20 31 30 30 30 30    30 30 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20  | ...We.draw.1000000.samples.from. | 
| 83a80 |  53 74 75 64 65 6e 74 27 73 20 74 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 74 68  | Student's.t.distribution.with.th | 
| 83aa0 |  65 20 61 64 65 71 75 61 74 65 0a 20 20 20 20 20    20 20 20 64 65 67 72 65 65 73 20 6f 66 20 66 72  | e.adequate.........degrees.of.fr | 
| 83ac0 |  65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c  | eedom...........>>>.import.matpl | 
| 83ae0 |  6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20    70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | otlib.pyplot.as.plt.........>>>. | 
| 83b00 |  73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74    61 6e 64 61 72 64 5f 74 28 31 30 2c 20 73 69 7a  | s.=.np.random.standard_t(10,.siz | 
| 83b20 |  65 3d 31 30 30 30 30 30 30 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68  | e=1000000).........>>>.h.=.plt.h | 
| 83b40 |  69 73 74 28 73 2c 20 62 69 6e 73 3d 31 30 30 2c    20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 0a  | ist(s,.bins=100,.density=True).. | 
| 83b60 |  20 20 20 20 20 20 20 20 44 6f 65 73 20 6f 75 72    20 74 20 73 74 61 74 69 73 74 69 63 20 6c 61 6e  | ........Does.our.t.statistic.lan | 
| 83b80 |  64 20 69 6e 20 6f 6e 65 20 6f 66 20 74 68 65 20    74 77 6f 20 63 72 69 74 69 63 61 6c 20 72 65 67  | d.in.one.of.the.two.critical.reg | 
| 83ba0 |  69 6f 6e 73 20 66 6f 75 6e 64 20 61 74 20 0a 20    20 20 20 20 20 20 20 62 6f 74 68 20 74 61 69 6c  | ions.found.at..........both.tail | 
| 83bc0 |  73 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62    75 74 69 6f 6e 3f 0a 0a 20 20 20 20 20 20 20 20  | s.of.the.distribution?.......... | 
| 83be0 |  3e 3e 3e 20 6e 70 2e 73 75 6d 28 6e 70 2e 61 62    73 28 74 29 20 3c 20 6e 70 2e 61 62 73 28 73 29  | >>>.np.sum(np.abs(t).<.np.abs(s) | 
| 83c00 |  29 20 2f 20 66 6c 6f 61 74 28 6c 65 6e 28 73 29    29 0a 20 20 20 20 20 20 20 20 30 2e 30 31 38 33  | )./.float(len(s)).........0.0183 | 
| 83c20 |  31 38 20 20 23 72 61 6e 64 6f 6d 20 3c 20 30 2e    30 35 2c 20 73 74 61 74 69 73 74 69 63 20 69 73  | 18..#random.<.0.05,.statistic.is | 
| 83c40 |  20 69 6e 20 63 72 69 74 69 63 61 6c 20 72 65 67    69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 54 68 65  | .in.critical.region..........The | 
| 83c60 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 76 61 6c    75 65 20 66 6f 72 20 74 68 69 73 20 32 2d 74 61  | .probability.value.for.this.2-ta | 
| 83c80 |  69 6c 65 64 20 74 65 73 74 20 69 73 20 61 62 6f    75 74 20 31 2e 38 33 25 2c 20 77 68 69 63 68 20  | iled.test.is.about.1.83%,.which. | 
| 83ca0 |  69 73 20 0a 20 20 20 20 20 20 20 20 6c 6f 77 65    72 20 74 68 61 6e 20 74 68 65 20 35 25 20 70 72  | is..........lower.than.the.5%.pr | 
| 83cc0 |  65 2d 64 65 74 65 72 6d 69 6e 65 64 20 73 69 67    6e 69 66 69 63 61 6e 63 65 20 74 68 72 65 73 68  | e-determined.significance.thresh | 
| 83ce0 |  6f 6c 64 2e 20 0a 0a 20 20 20 20 20 20 20 20 54    68 65 72 65 66 6f 72 65 2c 20 74 68 65 20 70 72  | old............Therefore,.the.pr | 
| 83d00 |  6f 62 61 62 69 6c 69 74 79 20 6f 66 20 6f 62 73    65 72 76 69 6e 67 20 76 61 6c 75 65 73 20 61 73  | obability.of.observing.values.as | 
| 83d20 |  20 65 78 74 72 65 6d 65 20 61 73 20 6f 75 72 20    69 6e 74 61 6b 65 0a 20 20 20 20 20 20 20 20 63  | .extreme.as.our.intake.........c | 
| 83d40 |  6f 6e 64 69 74 69 6f 6e 61 6c 6c 79 20 6f 6e 20    74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65  | onditionally.on.the.null.hypothe | 
| 83d60 |  73 69 73 20 62 65 69 6e 67 20 74 72 75 65 20 69    73 20 74 6f 6f 20 6c 6f 77 2c 20 61 6e 64 20 77  | sis.being.true.is.too.low,.and.w | 
| 83d80 |  65 20 72 65 6a 65 63 74 20 0a 20 20 20 20 20 20    20 20 74 68 65 20 6e 75 6c 6c 20 68 79 70 6f 74  | e.reject..........the.null.hypot | 
| 83da0 |  68 65 73 69 73 20 6f 66 20 6e 6f 20 64 65 76 69    61 74 69 6f 6e 2e 20 0a 0a 20 20 20 20 20 20 20  | hesis.of.no.deviation........... | 
| 83dc0 |  20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 83de0 |  73 65 74 5f 73 74 61 74 65 20 63 61 6e 20 6f 6e    6c 79 20 62 65 20 75 73 65 64 20 77 69 74 68 20  | set_state.can.only.be.used.with. | 
| 83e00 |  6c 65 67 61 63 79 20 4d 54 31 39 39 33 37 20 73    74 61 74 65 20 69 6e 73 74 61 6e 63 65 73 2e 00  | legacy.MT19937.state.instances.. | 
| 83e20 |  0a 20 20 20 20 20 20 20 20 72 61 79 6c 65 69 67    68 28 73 63 61 6c 65 3d 31 2e 30 2c 20 73 69 7a  | .........rayleigh(scale=1.0,.siz | 
| 83e40 |  65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20    20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72  | e=None)..........Draw.samples.fr | 
| 83e60 |  6f 6d 20 61 20 52 61 79 6c 65 69 67 68 20 64 69    73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20  | om.a.Rayleigh.distribution...... | 
| 83e80 |  20 20 20 20 20 54 68 65 20 3a 6d 61 74 68 3a 60    5c 63 68 69 60 20 61 6e 64 20 57 65 69 62 75 6c  | .....The.:math:`\chi`.and.Weibul | 
| 83ea0 |  6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20    61 72 65 20 67 65 6e 65 72 61 6c 69 7a 61 74 69  | l.distributions.are.generalizati | 
| 83ec0 |  6f 6e 73 20 6f 66 20 74 68 65 0a 20 20 20 20 20    20 20 20 52 61 79 6c 65 69 67 68 2e 0a 0a 20 20  | ons.of.the.........Rayleigh..... | 
| 83ee0 |  20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a    20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20  | .........note::.............New. | 
| 83f00 |  63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20    74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64  | code.should.use.the.`~numpy.rand | 
| 83f20 |  6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 79    6c 65 69 67 68 60 0a 20 20 20 20 20 20 20 20 20  | om.Generator.rayleigh`.......... | 
| 83f40 |  20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60    7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65  | ...method.of.a.`~numpy.random.Ge | 
| 83f60 |  6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63    65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20  | nerator`.instance.instead;...... | 
| 83f80 |  20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65    65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64  | .......please.see.the.:ref:`rand | 
| 83fa0 |  6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e    0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65  | om-quick-start`...........Parame | 
| 83fc0 |  74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d    2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | ters.........----------......... | 
| 83fe0 |  73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72    20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66  | scale.:.float.or.array_like.of.f | 
| 84000 |  6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a    20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c  | loats,.optional.............Scal | 
| 84020 |  65 2c 20 61 6c 73 6f 20 65 71 75 61 6c 73 20 74    68 65 20 6d 6f 64 65 2e 20 4d 75 73 74 20 62 65  | e,.also.equals.the.mode..Must.be | 
| 84040 |  20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 20 44    65 66 61 75 6c 74 20 69 73 20 31 2e 0a 20 20 20  | .non-negative..Default.is.1..... | 
| 84060 |  20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20    6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73  | .....size.:.int.or.tuple.of.ints | 
| 84080 |  2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20    20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68  | ,.optional.............Output.sh | 
| 840a0 |  61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76    65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67  | ape...If.the.given.shape.is,.e.g | 
| 840c0 |  2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60    2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20  | .,.``(m,.n,.k)``,.then.......... | 
| 840e0 |  20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60    20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61  | ...``m.*.n.*.k``.samples.are.dra | 
| 84100 |  77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20    60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c  | wn...If.size.is.``None``.(defaul | 
| 84120 |  74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20    61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69  | t),.............a.single.value.i | 
| 84140 |  73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60    73 63 61 6c 65 60 60 20 69 73 20 61 20 73 63 61  | s.returned.if.``scale``.is.a.sca | 
| 84160 |  6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c    0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e  | lar...Otherwise,.............``n | 
| 84180 |  70 2e 61 72 72 61 79 28 73 63 61 6c 65 29 2e 73    69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72  | p.array(scale).size``.samples.ar | 
| 841a0 |  65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20    20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20  | e.drawn...........Returns....... | 
| 841c0 |  20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20  | ..-------.........out.:.ndarray. | 
| 841e0 |  6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20    20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70  | or.scalar.............Drawn.samp | 
| 84200 |  6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72    61 6d 65 74 65 72 69 7a 65 64 20 52 61 79 6c 65  | les.from.the.parameterized.Rayle | 
| 84220 |  69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e    2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41  | igh.distribution...........See.A | 
| 84240 |  6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e  | lso.........--------.........ran | 
| 84260 |  64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61    79 6c 65 69 67 68 3a 20 77 68 69 63 68 20 73 68  | dom.Generator.rayleigh:.which.sh | 
| 84280 |  6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72    20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20  | ould.be.used.for.new.code....... | 
| 842a0 |  20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | ....Notes.........-----......... | 
| 842c0 |  54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20    64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e  | The.probability.density.function | 
| 842e0 |  20 66 6f 72 20 74 68 65 20 52 61 79 6c 65 69 67    68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69  | .for.the.Rayleigh.distribution.i | 
| 84300 |  73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61    74 68 3a 3a 20 50 28 78 3b 73 63 61 6c 65 29 20  | s.............math::.P(x;scale). | 
| 84320 |  3d 20 5c 66 72 61 63 7b 78 7d 7b 73 63 61 6c 65    5e 32 7d 65 5e 7b 5c 66 72 61 63 7b 2d 78 5e 32  | =.\frac{x}{scale^2}e^{\frac{-x^2 | 
| 84340 |  7d 7b 32 20 5c 63 64 6f 74 70 20 73 63 61 6c 65    5e 32 7d 7d 0a 0a 20 20 20 20 20 20 20 20 54 68  | }{2.\cdotp.scale^2}}..........Th | 
| 84360 |  65 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 77 6f 75 6c 64 20 61 72  | e.Rayleigh.distribution.would.ar | 
| 84380 |  69 73 65 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65    2c 20 69 66 20 74 68 65 20 45 61 73 74 0a 20 20  | ise,.for.example,.if.the.East... | 
| 843a0 |  20 20 20 20 20 20 61 6e 64 20 4e 6f 72 74 68 20    63 6f 6d 70 6f 6e 65 6e 74 73 20 6f 66 20 74 68  | ......and.North.components.of.th | 
| 843c0 |  65 20 77 69 6e 64 20 76 65 6c 6f 63 69 74 79 20    68 61 64 20 69 64 65 6e 74 69 63 61 6c 20 7a 65  | e.wind.velocity.had.identical.ze | 
| 843e0 |  72 6f 2d 6d 65 61 6e 0a 20 20 20 20 20 20 20 20    47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62  | ro-mean.........Gaussian.distrib | 
| 84400 |  75 74 69 6f 6e 73 2e 20 20 54 68 65 6e 20 74 68    65 20 77 69 6e 64 20 73 70 65 65 64 20 77 6f 75  | utions...Then.the.wind.speed.wou | 
| 84420 |  6c 64 20 68 61 76 65 20 61 20 52 61 79 6c 65 69    67 68 0a 20 20 20 20 20 20 20 20 64 69 73 74 72  | ld.have.a.Rayleigh.........distr | 
| 84440 |  69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20    20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20  | ibution...........References.... | 
| 84460 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42  | .....----------............[1].B | 
| 84480 |  72 69 67 68 74 6f 6e 20 57 65 62 73 20 4c 74 64    2e 2c 20 22 52 61 79 6c 65 69 67 68 20 44 69 73  | righton.Webs.Ltd.,."Rayleigh.Dis | 
| 844a0 |  74 72 69 62 75 74 69 6f 6e 2c 22 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73  | tribution,"................https | 
| 844c0 |  3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 65 2e 6f    72 67 2f 77 65 62 2f 32 30 30 39 30 35 31 34 30  | ://web.archive.org/web/200905140 | 
| 844e0 |  39 31 34 32 34 2f 68 74 74 70 3a 2f 2f 62 72 69    67 68 74 6f 6e 2d 77 65 62 73 2e 63 6f 2e 75 6b  | 91424/http://brighton-webs.co.uk | 
| 84500 |  3a 38 30 2f 64 69 73 74 72 69 62 75 74 69 6f 6e    73 2f 72 61 79 6c 65 69 67 68 2e 61 73 70 0a 20  | :80/distributions/rayleigh.asp.. | 
| 84520 |  20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69    6b 69 70 65 64 69 61 2c 20 22 52 61 79 6c 65 69  | ..........[2].Wikipedia,."Raylei | 
| 84540 |  67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | gh.distribution"................ | 
| 84560 |  68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70    65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 52 61  | https://en.wikipedia.org/wiki/Ra | 
| 84580 |  79 6c 65 69 67 68 5f 64 69 73 74 72 69 62 75 74    69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61  | yleigh_distribution..........Exa | 
| 845a0 |  6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44  | mples.........--------.........D | 
| 845c0 |  72 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20    74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | raw.values.from.the.distribution | 
| 845e0 |  20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 68 69    73 74 6f 67 72 61 6d 0a 0a 20 20 20 20 20 20 20  | .and.plot.the.histogram......... | 
| 84600 |  20 3e 3e 3e 20 66 72 6f 6d 20 6d 61 74 70 6c 6f    74 6c 69 62 2e 70 79 70 6c 6f 74 20 69 6d 70 6f  | .>>>.from.matplotlib.pyplot.impo | 
| 84620 |  72 74 20 68 69 73 74 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 68 69 73  | rt.hist.........>>>.values.=.his | 
| 84640 |  74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 79 6c    65 69 67 68 28 33 2c 20 31 30 30 30 30 30 29 2c  | t(np.random.rayleigh(3,.100000), | 
| 84660 |  20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73 69    74 79 3d 54 72 75 65 29 0a 0a 20 20 20 20 20 20  | .bins=200,.density=True)........ | 
| 84680 |  20 20 57 61 76 65 20 68 65 69 67 68 74 73 20 74    65 6e 64 20 74 6f 20 66 6f 6c 6c 6f 77 20 61 20  | ..Wave.heights.tend.to.follow.a. | 
| 846a0 |  52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2e 20 49 66 20 74 68 65 20 6d 65  | Rayleigh.distribution..If.the.me | 
| 846c0 |  61 6e 20 77 61 76 65 0a 20 20 20 20 20 20 20 20    68 65 69 67 68 74 20 69 73 20 31 20 6d 65 74 65  | an.wave.........height.is.1.mete | 
| 846e0 |  72 2c 20 77 68 61 74 20 66 72 61 63 74 69 6f 6e    20 6f 66 20 77 61 76 65 73 20 61 72 65 20 6c 69  | r,.what.fraction.of.waves.are.li | 
| 84700 |  6b 65 6c 79 20 74 6f 20 62 65 20 6c 61 72 67 65    72 20 74 68 61 6e 20 33 0a 20 20 20 20 20 20 20  | kely.to.be.larger.than.3........ | 
| 84720 |  20 6d 65 74 65 72 73 3f 0a 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 6d 65 61 6e 76 61 6c 75 65 20  | .meters?..........>>>.meanvalue. | 
| 84740 |  3d 20 31 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    6d 6f 64 65 76 61 6c 75 65 20 3d 20 6e 70 2e 73  | =.1.........>>>.modevalue.=.np.s | 
| 84760 |  71 72 74 28 32 20 2f 20 6e 70 2e 70 69 29 20 2a    20 6d 65 61 6e 76 61 6c 75 65 0a 20 20 20 20 20  | qrt(2./.np.pi).*.meanvalue...... | 
| 84780 |  20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61    6e 64 6f 6d 2e 72 61 79 6c 65 69 67 68 28 6d 6f  | ...>>>.s.=.np.random.rayleigh(mo | 
| 847a0 |  64 65 76 61 6c 75 65 2c 20 31 30 30 30 30 30 30    29 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70  | devalue,.1000000)..........The.p | 
| 847c0 |  65 72 63 65 6e 74 61 67 65 20 6f 66 20 77 61 76    65 73 20 6c 61 72 67 65 72 20 74 68 61 6e 20 33  | ercentage.of.waves.larger.than.3 | 
| 847e0 |  20 6d 65 74 65 72 73 20 69 73 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 31 30 30 2e 2a 73 75  | .meters.is:..........>>>.100.*su | 
| 84800 |  6d 28 73 3e 33 29 2f 31 30 30 30 30 30 30 2e 0a    20 20 20 20 20 20 20 20 30 2e 30 38 37 33 30 30  | m(s>3)/1000000..........0.087300 | 
| 84820 |  30 30 30 30 30 30 30 30 30 30 30 33 20 23 20 72    61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00  | 000000000003.#.random........... | 
| 84840 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 5f    69 6e 74 65 67 65 72 73 28 6c 6f 77 2c 20 68 69  | .........random_integers(low,.hi | 
| 84860 |  67 68 3d 4e 6f 6e 65 2c 20 73 69 7a 65 3d 4e 6f    6e 65 29 0a 0a 20 20 20 20 20 20 20 20 52 61 6e  | gh=None,.size=None)..........Ran | 
| 84880 |  64 6f 6d 20 69 6e 74 65 67 65 72 73 20 6f 66 20    74 79 70 65 20 60 6e 70 2e 69 6e 74 5f 60 20 62  | dom.integers.of.type.`np.int_`.b | 
| 848a0 |  65 74 77 65 65 6e 20 60 6c 6f 77 60 20 61 6e 64    20 60 68 69 67 68 60 2c 20 69 6e 63 6c 75 73 69  | etween.`low`.and.`high`,.inclusi | 
| 848c0 |  76 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74    75 72 6e 20 72 61 6e 64 6f 6d 20 69 6e 74 65 67  | ve...........Return.random.integ | 
| 848e0 |  65 72 73 20 6f 66 20 74 79 70 65 20 60 6e 70 2e    69 6e 74 5f 60 20 66 72 6f 6d 20 74 68 65 20 22  | ers.of.type.`np.int_`.from.the." | 
| 84900 |  64 69 73 63 72 65 74 65 20 75 6e 69 66 6f 72 6d    22 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69  | discrete.uniform".........distri | 
| 84920 |  62 75 74 69 6f 6e 20 69 6e 20 74 68 65 20 63 6c    6f 73 65 64 20 69 6e 74 65 72 76 61 6c 20 5b 60  | bution.in.the.closed.interval.[` | 
| 84940 |  6c 6f 77 60 2c 20 60 68 69 67 68 60 5d 2e 20 20    49 66 20 60 68 69 67 68 60 20 69 73 0a 20 20 20  | low`,.`high`]...If.`high`.is.... | 
| 84960 |  20 20 20 20 20 4e 6f 6e 65 20 28 74 68 65 20 64    65 66 61 75 6c 74 29 2c 20 74 68 65 6e 20 72 65  | .....None.(the.default),.then.re | 
| 84980 |  73 75 6c 74 73 20 61 72 65 20 66 72 6f 6d 20 5b    31 2c 20 60 6c 6f 77 60 5d 2e 20 54 68 65 20 60  | sults.are.from.[1,.`low`]..The.` | 
| 849a0 |  6e 70 2e 69 6e 74 5f 60 0a 20 20 20 20 20 20 20    20 74 79 70 65 20 74 72 61 6e 73 6c 61 74 65 73  | np.int_`.........type.translates | 
| 849c0 |  20 74 6f 20 74 68 65 20 43 20 6c 6f 6e 67 20 69    6e 74 65 67 65 72 20 74 79 70 65 20 61 6e 64 20  | .to.the.C.long.integer.type.and. | 
| 849e0 |  69 74 73 20 70 72 65 63 69 73 69 6f 6e 0a 20 20    20 20 20 20 20 20 69 73 20 70 6c 61 74 66 6f 72  | its.precision.........is.platfor | 
| 84a00 |  6d 20 64 65 70 65 6e 64 65 6e 74 2e 0a 0a 20 20    20 20 20 20 20 20 54 68 69 73 20 66 75 6e 63 74  | m.dependent...........This.funct | 
| 84a20 |  69 6f 6e 20 68 61 73 20 62 65 65 6e 20 64 65 70    72 65 63 61 74 65 64 2e 20 55 73 65 20 72 61 6e  | ion.has.been.deprecated..Use.ran | 
| 84a40 |  64 69 6e 74 20 69 6e 73 74 65 61 64 2e 0a 0a 20    20 20 20 20 20 20 20 2e 2e 20 64 65 70 72 65 63  | dint.instead..............deprec | 
| 84a60 |  61 74 65 64 3a 3a 20 31 2e 31 31 2e 30 0a 0a 20    20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72  | ated::.1.11.0..........Parameter | 
| 84a80 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 77  | s.........----------.........low | 
| 84aa0 |  20 3a 20 69 6e 74 0a 20 20 20 20 20 20 20 20 20    20 20 20 4c 6f 77 65 73 74 20 28 73 69 67 6e 65  | .:.int.............Lowest.(signe | 
| 84ac0 |  64 29 20 69 6e 74 65 67 65 72 20 74 6f 20 62 65    20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 20  | d).integer.to.be.drawn.from.the. | 
| 84ae0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 75 6e    6c 65 73 73 0a 20 20 20 20 20 20 20 20 20 20 20  | distribution.(unless............ | 
| 84b00 |  20 60 60 68 69 67 68 3d 4e 6f 6e 65 60 60 2c 20    69 6e 20 77 68 69 63 68 20 63 61 73 65 20 74 68  | .``high=None``,.in.which.case.th | 
| 84b20 |  69 73 20 70 61 72 61 6d 65 74 65 72 20 69 73 20    74 68 65 20 2a 68 69 67 68 65 73 74 2a 20 73 75  | is.parameter.is.the.*highest*.su | 
| 84b40 |  63 68 0a 20 20 20 20 20 20 20 20 20 20 20 20 69    6e 74 65 67 65 72 29 2e 0a 20 20 20 20 20 20 20  | ch.............integer)......... | 
| 84b60 |  20 68 69 67 68 20 3a 20 69 6e 74 2c 20 6f 70 74    69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20  | .high.:.int,.optional........... | 
| 84b80 |  20 20 49 66 20 70 72 6f 76 69 64 65 64 2c 20 74    68 65 20 6c 61 72 67 65 73 74 20 28 73 69 67 6e  | ..If.provided,.the.largest.(sign | 
| 84ba0 |  65 64 29 20 69 6e 74 65 67 65 72 20 74 6f 20 62    65 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65  | ed).integer.to.be.drawn.from.the | 
| 84bc0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 28 73 65 65 20 61  | .............distribution.(see.a | 
| 84be0 |  62 6f 76 65 20 66 6f 72 20 62 65 68 61 76 69 6f    72 20 69 66 20 60 60 68 69 67 68 3d 4e 6f 6e 65  | bove.for.behavior.if.``high=None | 
| 84c00 |  60 60 29 2e 0a 20 20 20 20 20 20 20 20 73 69 7a    65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65  | ``)..........size.:.int.or.tuple | 
| 84c20 |  20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e    61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f  | .of.ints,.optional.............O | 
| 84c40 |  75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66    20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65  | utput.shape...If.the.given.shape | 
| 84c60 |  20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c    20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20  | .is,.e.g.,.``(m,.n,.k)``,.then.. | 
| 84c80 |  20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a    20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73  | ...........``m.*.n.*.k``.samples | 
| 84ca0 |  20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66    61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20 69 6e  | .are.drawn...Default.is.None,.in | 
| 84cc0 |  20 77 68 69 63 68 20 63 61 73 65 20 61 0a 20 20    20 20 20 20 20 20 20 20 20 20 73 69 6e 67 6c 65  | .which.case.a.............single | 
| 84ce0 |  20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e    65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74  | .value.is.returned...........Ret | 
| 84d00 |  75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74  | urns.........-------.........out | 
| 84d20 |  20 3a 20 69 6e 74 20 6f 72 20 6e 64 61 72 72 61    79 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20  | .:.int.or.ndarray.of.ints....... | 
| 84d40 |  20 20 20 20 20 20 60 73 69 7a 65 60 2d 73 68 61    70 65 64 20 61 72 72 61 79 20 6f 66 20 72 61 6e  | ......`size`-shaped.array.of.ran | 
| 84d60 |  64 6f 6d 20 69 6e 74 65 67 65 72 73 20 66 72 6f    6d 20 74 68 65 20 61 70 70 72 6f 70 72 69 61 74  | dom.integers.from.the.appropriat | 
| 84d80 |  65 0a 20 20 20 20 20 20 20 20 20 20 20 20 64 69    73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72 20 61  | e.............distribution,.or.a | 
| 84da0 |  20 73 69 6e 67 6c 65 20 73 75 63 68 20 72 61 6e    64 6f 6d 20 69 6e 74 20 69 66 20 60 73 69 7a 65  | .single.such.random.int.if.`size | 
| 84dc0 |  60 20 6e 6f 74 20 70 72 6f 76 69 64 65 64 2e 0a    0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73  | `.not.provided...........See.Als | 
| 84de0 |  6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 69  | o.........--------.........randi | 
| 84e00 |  6e 74 20 3a 20 53 69 6d 69 6c 61 72 20 74 6f 20    60 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73  | nt.:.Similar.to.`random_integers | 
| 84e20 |  60 2c 20 6f 6e 6c 79 20 66 6f 72 20 74 68 65 20    68 61 6c 66 2d 6f 70 65 6e 0a 20 20 20 20 20 20  | `,.only.for.the.half-open....... | 
| 84e40 |  20 20 20 20 20 20 69 6e 74 65 72 76 61 6c 20 5b    60 6c 6f 77 60 2c 20 60 68 69 67 68 60 29 2c 20  | ......interval.[`low`,.`high`),. | 
| 84e60 |  61 6e 64 20 30 20 69 73 20 74 68 65 20 6c 6f 77    65 73 74 20 76 61 6c 75 65 20 69 66 20 60 68 69  | and.0.is.the.lowest.value.if.`hi | 
| 84e80 |  67 68 60 20 69 73 0a 20 20 20 20 20 20 20 20 20    20 20 20 6f 6d 69 74 74 65 64 2e 0a 0a 20 20 20  | gh`.is.............omitted...... | 
| 84ea0 |  20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20    20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20  | .....Notes.........-----........ | 
| 84ec0 |  20 54 6f 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20    4e 20 65 76 65 6e 6c 79 20 73 70 61 63 65 64 20  | .To.sample.from.N.evenly.spaced. | 
| 84ee0 |  66 6c 6f 61 74 69 6e 67 2d 70 6f 69 6e 74 20 6e    75 6d 62 65 72 73 20 62 65 74 77 65 65 6e 20 61  | floating-point.numbers.between.a | 
| 84f00 |  20 61 6e 64 20 62 2c 0a 20 20 20 20 20 20 20 20    75 73 65 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20  | .and.b,.........use::........... | 
| 84f20 |  20 61 20 2b 20 28 62 20 2d 20 61 29 20 2a 20 28    6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 6f 6d  | .a.+.(b.-.a).*.(np.random.random | 
| 84f40 |  5f 69 6e 74 65 67 65 72 73 28 4e 29 20 2d 20 31    29 20 2f 20 28 4e 20 2d 20 31 2e 29 0a 0a 20 20  | _integers(N).-.1)./.(N.-.1.).... | 
| 84f60 |  20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a  | ......Examples.........--------. | 
| 84f80 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72    61 6e 64 6f 6d 2e 72 61 6e 64 6f 6d 5f 69 6e 74  | ........>>>.np.random.random_int | 
| 84fa0 |  65 67 65 72 73 28 35 29 0a 20 20 20 20 20 20 20    20 34 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20  | egers(5).........4.#.random..... | 
| 84fc0 |  20 20 20 20 3e 3e 3e 20 74 79 70 65 28 6e 70 2e    72 61 6e 64 6f 6d 2e 72 61 6e 64 6f 6d 5f 69 6e  | ....>>>.type(np.random.random_in | 
| 84fe0 |  74 65 67 65 72 73 28 35 29 29 0a 20 20 20 20 20    20 20 20 3c 63 6c 61 73 73 20 27 6e 75 6d 70 79  | tegers(5)).........<class.'numpy | 
| 85000 |  2e 69 6e 74 36 34 27 3e 0a 20 20 20 20 20 20 20    20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 72  | .int64'>.........>>>.np.random.r | 
| 85020 |  61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 28 35    2c 20 73 69 7a 65 3d 28 33 2c 32 29 29 0a 20 20  | andom_integers(5,.size=(3,2))... | 
| 85040 |  20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 35 2c    20 34 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20  | ......array([[5,.4],.#.random... | 
| 85060 |  20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c    20 33 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20  | .............[3,.3],............ | 
| 85080 |  20 20 20 20 5b 34 2c 20 35 5d 5d 29 0a 0a 20 20    20 20 20 20 20 20 43 68 6f 6f 73 65 20 66 69 76  | ....[4,.5]])..........Choose.fiv | 
| 850a0 |  65 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 73    20 66 72 6f 6d 20 74 68 65 20 73 65 74 20 6f 66  | e.random.numbers.from.the.set.of | 
| 850c0 |  20 66 69 76 65 20 65 76 65 6e 6c 79 2d 73 70 61    63 65 64 0a 20 20 20 20 20 20 20 20 6e 75 6d 62  | .five.evenly-spaced.........numb | 
| 850e0 |  65 72 73 20 62 65 74 77 65 65 6e 20 30 20 61 6e    64 20 32 2e 35 2c 20 69 6e 63 6c 75 73 69 76 65  | ers.between.0.and.2.5,.inclusive | 
| 85100 |  20 28 2a 69 2e 65 2e 2a 2c 20 66 72 6f 6d 20 74    68 65 20 73 65 74 0a 20 20 20 20 20 20 20 20 3a  | .(*i.e.*,.from.the.set.........: | 
| 85120 |  6d 61 74 68 3a 60 7b 30 2c 20 35 2f 38 2c 20 31    30 2f 38 2c 20 31 35 2f 38 2c 20 32 30 2f 38 7d  | math:`{0,.5/8,.10/8,.15/8,.20/8} | 
| 85140 |  60 29 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 32 2e 35 20 2a 20 28 6e 70 2e 72 61 6e 64 6f  | `):..........>>>.2.5.*.(np.rando | 
| 85160 |  6d 2e 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72    73 28 35 2c 20 73 69 7a 65 3d 28 35 2c 29 29 20  | m.random_integers(5,.size=(5,)). | 
| 85180 |  2d 20 31 29 20 2f 20 34 2e 0a 20 20 20 20 20 20    20 20 61 72 72 61 79 28 5b 20 30 2e 36 32 35 2c  | -.1)./.4..........array([.0.625, | 
| 851a0 |  20 20 31 2e 32 35 20 2c 20 20 30 2e 36 32 35 2c    20 20 30 2e 36 32 35 2c 20 20 32 2e 35 20 20 5d  | ..1.25.,..0.625,..0.625,..2.5..] | 
| 851c0 |  29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20    20 20 20 20 52 6f 6c 6c 20 74 77 6f 20 73 69 78  | ).#.random..........Roll.two.six | 
| 851e0 |  20 73 69 64 65 64 20 64 69 63 65 20 31 30 30 30    20 74 69 6d 65 73 20 61 6e 64 20 73 75 6d 20 74  | .sided.dice.1000.times.and.sum.t | 
| 85200 |  68 65 20 72 65 73 75 6c 74 73 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 64 31 20 3d 20 6e 70  | he.results:..........>>>.d1.=.np | 
| 85220 |  2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 6f 6d 5f 69    6e 74 65 67 65 72 73 28 31 2c 20 36 2c 20 31 30  | .random.random_integers(1,.6,.10 | 
| 85240 |  30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    64 32 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 72  | 00).........>>>.d2.=.np.random.r | 
| 85260 |  61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 28 31    2c 20 36 2c 20 31 30 30 30 29 0a 20 20 20 20 20  | andom_integers(1,.6,.1000)...... | 
| 85280 |  20 20 20 3e 3e 3e 20 64 73 75 6d 73 20 3d 20 64    31 20 2b 20 64 32 0a 0a 20 20 20 20 20 20 20 20  | ...>>>.dsums.=.d1.+.d2.......... | 
| 852a0 |  44 69 73 70 6c 61 79 20 72 65 73 75 6c 74 73 20    61 73 20 61 20 68 69 73 74 6f 67 72 61 6d 3a 0a  | Display.results.as.a.histogram:. | 
| 852c0 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70    6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70  | .........>>>.import.matplotlib.p | 
| 852e0 |  79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20  | yplot.as.plt.........>>>.count,. | 
| 85300 |  62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20    70 6c 74 2e 68 69 73 74 28 64 73 75 6d 73 2c 20  | bins,.ignored.=.plt.hist(dsums,. | 
| 85320 |  31 31 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65    29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c  | 11,.density=True).........>>>.pl | 
| 85340 |  74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20    20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | t.show()........................ | 
| 85360 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 69 6e 74    28 6c 6f 77 2c 20 68 69 67 68 3d 4e 6f 6e 65 2c  | .........randint(low,.high=None, | 
| 85380 |  20 73 69 7a 65 3d 4e 6f 6e 65 2c 20 64 74 79 70    65 3d 69 6e 74 29 0a 0a 20 20 20 20 20 20 20 20  | .size=None,.dtype=int).......... | 
| 853a0 |  52 65 74 75 72 6e 20 72 61 6e 64 6f 6d 20 69 6e    74 65 67 65 72 73 20 66 72 6f 6d 20 60 6c 6f 77  | Return.random.integers.from.`low | 
| 853c0 |  60 20 28 69 6e 63 6c 75 73 69 76 65 29 20 74 6f    20 60 68 69 67 68 60 20 28 65 78 63 6c 75 73 69  | `.(inclusive).to.`high`.(exclusi | 
| 853e0 |  76 65 29 2e 0a 0a 20 20 20 20 20 20 20 20 52 65    74 75 72 6e 20 72 61 6e 64 6f 6d 20 69 6e 74 65  | ve)...........Return.random.inte | 
| 85400 |  67 65 72 73 20 66 72 6f 6d 20 74 68 65 20 22 64    69 73 63 72 65 74 65 20 75 6e 69 66 6f 72 6d 22  | gers.from.the."discrete.uniform" | 
| 85420 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66    0a 20 20 20 20 20 20 20 20 74 68 65 20 73 70 65  | .distribution.of.........the.spe | 
| 85440 |  63 69 66 69 65 64 20 64 74 79 70 65 20 69 6e 20    74 68 65 20 22 68 61 6c 66 2d 6f 70 65 6e 22 20  | cified.dtype.in.the."half-open". | 
| 85460 |  69 6e 74 65 72 76 61 6c 20 5b 60 6c 6f 77 60 2c    20 60 68 69 67 68 60 29 2e 20 49 66 0a 20 20 20  | interval.[`low`,.`high`)..If.... | 
| 85480 |  20 20 20 20 20 60 68 69 67 68 60 20 69 73 20 4e    6f 6e 65 20 28 74 68 65 20 64 65 66 61 75 6c 74  | .....`high`.is.None.(the.default | 
| 854a0 |  29 2c 20 74 68 65 6e 20 72 65 73 75 6c 74 73 20    61 72 65 20 66 72 6f 6d 20 5b 30 2c 20 60 6c 6f  | ),.then.results.are.from.[0,.`lo | 
| 854c0 |  77 60 29 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e    20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20  | w`)..............note::......... | 
| 854e0 |  20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f    75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75  | ....New.code.should.use.the.`~nu | 
| 85500 |  6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72    61 74 6f 72 2e 69 6e 74 65 67 65 72 73 60 0a 20  | mpy.random.Generator.integers`.. | 
| 85520 |  20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f    64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72  | ...........method.of.a.`~numpy.r | 
| 85540 |  61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60    20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61  | andom.Generator`.instance.instea | 
| 85560 |  64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70    6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72  | d;.............please.see.the.:r | 
| 85580 |  65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b    2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20  | ef:`random-quick-start`......... | 
| 855a0 |  20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20    20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a  | ..Parameters.........----------. | 
| 855c0 |  20 20 20 20 20 20 20 20 6c 6f 77 20 3a 20 69 6e    74 20 6f 72 20 61 72 72 61 79 2d 6c 69 6b 65 20  | ........low.:.int.or.array-like. | 
| 855e0 |  6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20    20 20 20 20 4c 6f 77 65 73 74 20 28 73 69 67 6e  | of.ints.............Lowest.(sign | 
| 85600 |  65 64 29 20 69 6e 74 65 67 65 72 73 20 74 6f 20    62 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68  | ed).integers.to.be.drawn.from.th | 
| 85620 |  65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28    75 6e 6c 65 73 73 0a 20 20 20 20 20 20 20 20 20  | e.distribution.(unless.......... | 
| 85640 |  20 20 20 60 60 68 69 67 68 3d 4e 6f 6e 65 60 60    2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20  | ...``high=None``,.in.which.case. | 
| 85660 |  74 68 69 73 20 70 61 72 61 6d 65 74 65 72 20 69    73 20 6f 6e 65 20 61 62 6f 76 65 20 74 68 65 0a  | this.parameter.is.one.above.the. | 
| 85680 |  20 20 20 20 20 20 20 20 20 20 20 20 2a 68 69 67    68 65 73 74 2a 20 73 75 63 68 20 69 6e 74 65 67  | ............*highest*.such.integ | 
| 856a0 |  65 72 29 2e 0a 20 20 20 20 20 20 20 20 68 69 67    68 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79  | er)..........high.:.int.or.array | 
| 856c0 |  2d 6c 69 6b 65 20 6f 66 20 69 6e 74 73 2c 20 6f    70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20  | -like.of.ints,.optional......... | 
| 856e0 |  20 20 20 20 49 66 20 70 72 6f 76 69 64 65 64 2c    20 6f 6e 65 20 61 62 6f 76 65 20 74 68 65 20 6c  | ....If.provided,.one.above.the.l | 
| 85700 |  61 72 67 65 73 74 20 28 73 69 67 6e 65 64 29 20    69 6e 74 65 67 65 72 20 74 6f 20 62 65 20 64 72  | argest.(signed).integer.to.be.dr | 
| 85720 |  61 77 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20    66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62  | awn.............from.the.distrib | 
| 85740 |  75 74 69 6f 6e 20 28 73 65 65 20 61 62 6f 76 65    20 66 6f 72 20 62 65 68 61 76 69 6f 72 20 69 66  | ution.(see.above.for.behavior.if | 
| 85760 |  20 60 60 68 69 67 68 3d 4e 6f 6e 65 60 60 29 2e    0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20  | .``high=None``)..............If. | 
| 85780 |  61 72 72 61 79 2d 6c 69 6b 65 2c 20 6d 75 73 74    20 63 6f 6e 74 61 69 6e 20 69 6e 74 65 67 65 72  | array-like,.must.contain.integer | 
| 857a0 |  20 76 61 6c 75 65 73 0a 20 20 20 20 20 20 20 20    73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75  | .values.........size.:.int.or.tu | 
| 857c0 |  70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74    69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20  | ple.of.ints,.optional........... | 
| 857e0 |  20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20    20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68  | ..Output.shape...If.the.given.sh | 
| 85800 |  61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60    28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65  | ape.is,.e.g.,.``(m,.n,.k)``,.the | 
| 85820 |  6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60    6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70  | n.............``m.*.n.*.k``.samp | 
| 85840 |  6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20    44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c  | les.are.drawn...Default.is.None, | 
| 85860 |  20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61    0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 6e  | .in.which.case.a.............sin | 
| 85880 |  67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74    75 72 6e 65 64 2e 0a 20 20 20 20 20 20 20 20 64  | gle.value.is.returned..........d | 
| 858a0 |  74 79 70 65 20 3a 20 64 74 79 70 65 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | type.:.dtype,.optional.......... | 
| 858c0 |  20 20 20 44 65 73 69 72 65 64 20 64 74 79 70 65    20 6f 66 20 74 68 65 20 72 65 73 75 6c 74 2e 20  | ...Desired.dtype.of.the.result.. | 
| 858e0 |  42 79 74 65 6f 72 64 65 72 20 6d 75 73 74 20 62    65 20 6e 61 74 69 76 65 2e 0a 20 20 20 20 20 20  | Byteorder.must.be.native........ | 
| 85900 |  20 20 20 20 20 20 54 68 65 20 64 65 66 61 75 6c    74 20 76 61 6c 75 65 20 69 73 20 69 6e 74 2e 0a  | ......The.default.value.is.int.. | 
| 85920 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e 20    76 65 72 73 69 6f 6e 61 64 64 65 64 3a 3a 20 31  | ................versionadded::.1 | 
| 85940 |  2e 31 31 2e 30 0a 0a 20 20 20 20 20 20 20 20 52    65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d  | .11.0..........Returns.........- | 
| 85960 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f    75 74 20 3a 20 69 6e 74 20 6f 72 20 6e 64 61 72  | ------.........out.:.int.or.ndar | 
| 85980 |  72 61 79 20 6f 66 20 69 6e 74 73 0a 20 20 20 20    20 20 20 20 20 20 20 20 60 73 69 7a 65 60 2d 73  | ray.of.ints.............`size`-s | 
| 859a0 |  68 61 70 65 64 20 61 72 72 61 79 20 6f 66 20 72    61 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 66  | haped.array.of.random.integers.f | 
| 859c0 |  72 6f 6d 20 74 68 65 20 61 70 70 72 6f 70 72 69    61 74 65 0a 20 20 20 20 20 20 20 20 20 20 20 20  | rom.the.appropriate............. | 
| 859e0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72    20 61 20 73 69 6e 67 6c 65 20 73 75 63 68 20 72  | distribution,.or.a.single.such.r | 
| 85a00 |  61 6e 64 6f 6d 20 69 6e 74 20 69 66 20 60 73 69    7a 65 60 20 6e 6f 74 20 70 72 6f 76 69 64 65 64  | andom.int.if.`size`.not.provided | 
| 85a20 |  2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41    6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | ...........See.Also.........---- | 
| 85a40 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e    64 6f 6d 5f 69 6e 74 65 67 65 72 73 20 3a 20 73  | ----.........random_integers.:.s | 
| 85a60 |  69 6d 69 6c 61 72 20 74 6f 20 60 72 61 6e 64 69    6e 74 60 2c 20 6f 6e 6c 79 20 66 6f 72 20 74 68  | imilar.to.`randint`,.only.for.th | 
| 85a80 |  65 20 63 6c 6f 73 65 64 0a 20 20 20 20 20 20 20    20 20 20 20 20 69 6e 74 65 72 76 61 6c 20 5b 60  | e.closed.............interval.[` | 
| 85aa0 |  6c 6f 77 60 2c 20 60 68 69 67 68 60 5d 2c 20 61    6e 64 20 31 20 69 73 20 74 68 65 20 6c 6f 77 65  | low`,.`high`],.and.1.is.the.lowe | 
| 85ac0 |  73 74 20 76 61 6c 75 65 20 69 66 20 60 68 69 67    68 60 20 69 73 0a 20 20 20 20 20 20 20 20 20 20  | st.value.if.`high`.is........... | 
| 85ae0 |  20 20 6f 6d 69 74 74 65 64 2e 0a 20 20 20 20 20    20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | ..omitted..........random.Genera | 
| 85b00 |  74 6f 72 2e 69 6e 74 65 67 65 72 73 3a 20 77 68    69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73  | tor.integers:.which.should.be.us | 
| 85b20 |  65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e    0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c  | ed.for.new.code...........Exampl | 
| 85b40 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | es.........--------.........>>>. | 
| 85b60 |  6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e    74 28 32 2c 20 73 69 7a 65 3d 31 30 29 0a 20 20  | np.random.randint(2,.size=10)... | 
| 85b80 |  20 20 20 20 20 20 61 72 72 61 79 28 5b 31 2c 20    30 2c 20 30 2c 20 30 2c 20 31 2c 20 31 2c 20 30  | ......array([1,.0,.0,.0,.1,.1,.0 | 
| 85ba0 |  2c 20 30 2c 20 31 2c 20 30 5d 29 20 23 20 72 61    6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | ,.0,.1,.0]).#.random.........>>> | 
| 85bc0 |  20 6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69    6e 74 28 31 2c 20 73 69 7a 65 3d 31 30 29 0a 20  | .np.random.randint(1,.size=10).. | 
| 85be0 |  20 20 20 20 20 20 20 61 72 72 61 79 28 5b 30 2c    20 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 2c 20  | .......array([0,.0,.0,.0,.0,.0,. | 
| 85c00 |  30 2c 20 30 2c 20 30 2c 20 30 5d 29 0a 0a 20 20    20 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 61  | 0,.0,.0,.0])..........Generate.a | 
| 85c20 |  20 32 20 78 20 34 20 61 72 72 61 79 20 6f 66 20    69 6e 74 73 20 62 65 74 77 65 65 6e 20 30 20 61  | .2.x.4.array.of.ints.between.0.a | 
| 85c40 |  6e 64 20 34 2c 20 69 6e 63 6c 75 73 69 76 65 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70  | nd.4,.inclusive:..........>>>.np | 
| 85c60 |  2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e 74 28    35 2c 20 73 69 7a 65 3d 28 32 2c 20 34 29 29 0a  | .random.randint(5,.size=(2,.4)). | 
| 85c80 |  20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b    34 2c 20 30 2c 20 32 2c 20 31 5d 2c 20 23 20 72  | ........array([[4,.0,.2,.1],.#.r | 
| 85ca0 |  61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 5b 33 2c 20 32 2c 20 32 2c 20 30  | andom................[3,.2,.2,.0 | 
| 85cc0 |  5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 47 65 6e    65 72 61 74 65 20 61 20 31 20 78 20 33 20 61 72  | ]])..........Generate.a.1.x.3.ar | 
| 85ce0 |  72 61 79 20 77 69 74 68 20 33 20 64 69 66 66 65    72 65 6e 74 20 75 70 70 65 72 20 62 6f 75 6e 64  | ray.with.3.different.upper.bound | 
| 85d00 |  73 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e    70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e 74  | s..........>>>.np.random.randint | 
| 85d20 |  28 31 2c 20 5b 33 2c 20 35 2c 20 31 30 5d 29 0a    20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 32  | (1,.[3,.5,.10]).........array([2 | 
| 85d40 |  2c 20 32 2c 20 39 5d 29 20 23 20 72 61 6e 64 6f    6d 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72  | ,.2,.9]).#.random..........Gener | 
| 85d60 |  61 74 65 20 61 20 31 20 62 79 20 33 20 61 72 72    61 79 20 77 69 74 68 20 33 20 64 69 66 66 65 72  | ate.a.1.by.3.array.with.3.differ | 
| 85d80 |  65 6e 74 20 6c 6f 77 65 72 20 62 6f 75 6e 64 73    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70  | ent.lower.bounds..........>>>.np | 
| 85da0 |  2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e 74 28    5b 31 2c 20 35 2c 20 37 5d 2c 20 31 30 29 0a 20  | .random.randint([1,.5,.7],.10).. | 
| 85dc0 |  20 20 20 20 20 20 20 61 72 72 61 79 28 5b 39 2c    20 38 2c 20 37 5d 29 20 23 20 72 61 6e 64 6f 6d  | .......array([9,.8,.7]).#.random | 
| 85de0 |  0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61    74 65 20 61 20 32 20 62 79 20 34 20 61 72 72 61  | ..........Generate.a.2.by.4.arra | 
| 85e00 |  79 20 75 73 69 6e 67 20 62 72 6f 61 64 63 61 73    74 69 6e 67 20 77 69 74 68 20 64 74 79 70 65 20  | y.using.broadcasting.with.dtype. | 
| 85e20 |  6f 66 20 75 69 6e 74 38 0a 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e  | of.uint8..........>>>.np.random. | 
| 85e40 |  72 61 6e 64 69 6e 74 28 5b 31 2c 20 33 2c 20 35    2c 20 37 5d 2c 20 5b 5b 31 30 5d 2c 20 5b 32 30  | randint([1,.3,.5,.7],.[[10],.[20 | 
| 85e60 |  5d 5d 2c 20 64 74 79 70 65 3d 6e 70 2e 75 69 6e    74 38 29 0a 20 20 20 20 20 20 20 20 61 72 72 61  | ]],.dtype=np.uint8).........arra | 
| 85e80 |  79 28 5b 5b 20 38 2c 20 20 36 2c 20 20 39 2c 20    20 37 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20  | y([[.8,..6,..9,..7],.#.random... | 
| 85ea0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 31    2c 20 31 36 2c 20 20 39 2c 20 31 32 5d 5d 2c 20  | .............[.1,.16,..9,.12]],. | 
| 85ec0 |  64 74 79 70 65 3d 75 69 6e 74 38 29 0a 20 20 20    20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00  | dtype=uint8).................... | 
| 85ee0 |  0a 20 20 20 20 20 20 20 20 70 6f 77 65 72 28 61    2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20  | .........power(a,.size=None).... | 
| 85f00 |  20 20 20 20 20 20 44 72 61 77 73 20 73 61 6d 70    6c 65 73 20 69 6e 20 5b 30 2c 20 31 5d 20 66 72  | ......Draws.samples.in.[0,.1].fr | 
| 85f20 |  6f 6d 20 61 20 70 6f 77 65 72 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 77 69 74 68 20 70 6f 73  | om.a.power.distribution.with.pos | 
| 85f40 |  69 74 69 76 65 0a 20 20 20 20 20 20 20 20 65 78    70 6f 6e 65 6e 74 20 61 20 2d 20 31 2e 0a 0a 20  | itive.........exponent.a.-.1.... | 
| 85f60 |  20 20 20 20 20 20 20 41 6c 73 6f 20 6b 6e 6f 77    6e 20 61 73 20 74 68 65 20 70 6f 77 65 72 20 66  | .......Also.known.as.the.power.f | 
| 85f80 |  75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75    74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 2e  | unction.distribution............ | 
| 85fa0 |  2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20    20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68  | ..note::.............New.code.sh | 
| 85fc0 |  6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e    75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65  | ould.use.the.`~numpy.random.Gene | 
| 85fe0 |  72 61 74 6f 72 2e 70 6f 77 65 72 60 0a 20 20 20    20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20  | rator.power`.............method. | 
| 86000 |  6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e    64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69  | of.a.`~numpy.random.Generator`.i | 
| 86020 |  6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b    0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65  | nstance.instead;.............ple | 
| 86040 |  61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66    3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73  | ase.see.the.:ref:`random-quick-s | 
| 86060 |  74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20    50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20  | tart`...........Parameters...... | 
| 86080 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20  | ...----------.........a.:.float. | 
| 860a0 |  6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66    20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20  | or.array_like.of.floats......... | 
| 860c0 |  20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66    20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f  | ....Parameter.of.the.distributio | 
| 860e0 |  6e 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e    65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20  | n..Must.be.non-negative......... | 
| 86100 |  20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74    75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70  | .size.:.int.or.tuple.of.ints,.op | 
| 86120 |  74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20    20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e  | tional.............Output.shape. | 
| 86140 |  20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73    68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60  | ..If.the.given.shape.is,.e.g.,.` | 
| 86160 |  60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68    65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60  | `(m,.n,.k)``,.then.............` | 
| 86180 |  60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d    70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20  | `m.*.n.*.k``.samples.are.drawn.. | 
| 861a0 |  20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f    6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a  | .If.size.is.``None``.(default),. | 
| 861c0 |  20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69    6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65  | ............a.single.value.is.re | 
| 861e0 |  74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20    69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74  | turned.if.``a``.is.a.scalar...Ot | 
| 86200 |  68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20    20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28  | herwise,.............``np.array( | 
| 86220 |  61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65    73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20  | a).size``.samples.are.drawn..... | 
| 86240 |  20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20  | ......Returns.........-------... | 
| 86260 |  20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72    72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20  | ......out.:.ndarray.or.scalar... | 
| 86280 |  20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65  | ..........Drawn.samples.from.the | 
| 862a0 |  20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 70    6f 77 65 72 20 64 69 73 74 72 69 62 75 74 69 6f  | .parameterized.power.distributio | 
| 862c0 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 61 69 73    65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | n...........Raises.........----- | 
| 862e0 |  2d 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45    72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20  | -.........ValueError............ | 
| 86300 |  20 49 66 20 61 20 3c 3d 20 30 2e 0a 0a 20 20 20    20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20  | .If.a.<=.0...........See.Also... | 
| 86320 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65  | ......--------.........random.Ge | 
| 86340 |  6e 65 72 61 74 6f 72 2e 70 6f 77 65 72 3a 20 77    68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75  | nerator.power:.which.should.be.u | 
| 86360 |  73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65    2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73  | sed.for.new.code...........Notes | 
| 86380 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61  | .........-----.........The.proba | 
| 863a0 |  62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66    75 6e 63 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20  | bility.density.function.is...... | 
| 863c0 |  20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28    78 3b 20 61 29 20 3d 20 61 78 5e 7b 61 2d 31 7d  | .......math::.P(x;.a).=.ax^{a-1} | 
| 863e0 |  2c 20 30 20 5c 6c 65 20 78 20 5c 6c 65 20 31 2c    20 61 3e 30 2e 0a 0a 20 20 20 20 20 20 20 20 54  | ,.0.\le.x.\le.1,.a>0...........T | 
| 86400 |  68 65 20 70 6f 77 65 72 20 66 75 6e 63 74 69 6f    6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69  | he.power.function.distribution.i | 
| 86420 |  73 20 6a 75 73 74 20 74 68 65 20 69 6e 76 65 72    73 65 20 6f 66 20 74 68 65 20 50 61 72 65 74 6f  | s.just.the.inverse.of.the.Pareto | 
| 86440 |  0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2e 20 49 74 20 6d 61 79 20 61 6c  | .........distribution..It.may.al | 
| 86460 |  73 6f 20 62 65 20 73 65 65 6e 20 61 73 20 61 20    73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20  | so.be.seen.as.a.special.case.of. | 
| 86480 |  74 68 65 20 42 65 74 61 0a 20 20 20 20 20 20 20    20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a  | the.Beta.........distribution... | 
| 864a0 |  20 20 20 20 20 20 20 20 49 74 20 69 73 20 75 73    65 64 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c  | ........It.is.used,.for.example, | 
| 864c0 |  20 69 6e 20 6d 6f 64 65 6c 69 6e 67 20 74 68 65    20 6f 76 65 72 2d 72 65 70 6f 72 74 69 6e 67 20  | .in.modeling.the.over-reporting. | 
| 864e0 |  6f 66 20 69 6e 73 75 72 61 6e 63 65 0a 20 20 20    20 20 20 20 20 63 6c 61 69 6d 73 2e 0a 0a 20 20  | of.insurance.........claims..... | 
| 86500 |  20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73    0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d  | ......References.........------- | 
| 86520 |  2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b    31 5d 20 43 68 72 69 73 74 69 61 6e 20 4b 6c 65  | ---............[1].Christian.Kle | 
| 86540 |  69 62 65 72 2c 20 53 61 6d 75 65 6c 20 4b 6f 74    7a 2c 20 22 53 74 61 74 69 73 74 69 63 61 6c 20  | iber,.Samuel.Kotz,."Statistical. | 
| 86560 |  73 69 7a 65 20 64 69 73 74 72 69 62 75 74 69 6f    6e 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | size.distributions.............. | 
| 86580 |  20 20 69 6e 20 65 63 6f 6e 6f 6d 69 63 73 20 61    6e 64 20 61 63 74 75 61 72 69 61 6c 20 73 63 69  | ..in.economics.and.actuarial.sci | 
| 865a0 |  65 6e 63 65 73 22 2c 20 57 69 6c 65 79 2c 20 32    30 30 33 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20  | ences",.Wiley,.2003............. | 
| 865c0 |  5b 32 5d 20 48 65 63 6b 65 72 74 2c 20 4e 2e 20    41 2e 20 61 6e 64 20 46 69 6c 6c 69 62 65 6e 2c  | [2].Heckert,.N..A..and.Filliben, | 
| 865e0 |  20 4a 61 6d 65 73 20 4a 2e 20 22 4e 49 53 54 20    48 61 6e 64 62 6f 6f 6b 20 31 34 38 3a 0a 20 20  | .James.J.."NIST.Handbook.148:... | 
| 86600 |  20 20 20 20 20 20 20 20 20 20 20 20 20 44 61 74    61 70 6c 6f 74 20 52 65 66 65 72 65 6e 63 65 20  | .............Dataplot.Reference. | 
| 86620 |  4d 61 6e 75 61 6c 2c 20 56 6f 6c 75 6d 65 20 32    3a 20 4c 65 74 20 53 75 62 63 6f 6d 6d 61 6e 64  | Manual,.Volume.2:.Let.Subcommand | 
| 86640 |  73 20 61 6e 64 20 4c 69 62 72 61 72 79 0a 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 46 75 6e  | s.and.Library................Fun | 
| 86660 |  63 74 69 6f 6e 73 22 2c 20 4e 61 74 69 6f 6e 61    6c 20 49 6e 73 74 69 74 75 74 65 20 6f 66 20 53  | ctions",.National.Institute.of.S | 
| 86680 |  74 61 6e 64 61 72 64 73 20 61 6e 64 20 54 65 63    68 6e 6f 6c 6f 67 79 0a 20 20 20 20 20 20 20 20  | tandards.and.Technology......... | 
| 866a0 |  20 20 20 20 20 20 20 48 61 6e 64 62 6f 6f 6b 20    53 65 72 69 65 73 2c 20 4a 75 6e 65 20 32 30 30  | .......Handbook.Series,.June.200 | 
| 866c0 |  33 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 74  | 3.................https://www.it | 
| 866e0 |  6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39    38 2f 73 6f 66 74 77 61 72 65 2f 64 61 74 61 70  | l.nist.gov/div898/software/datap | 
| 86700 |  6c 6f 74 2f 72 65 66 6d 61 6e 32 2f 61 75 78 69    6c 6c 61 72 2f 70 6f 77 70 64 66 2e 70 64 66 0a  | lot/refman2/auxillar/powpdf.pdf. | 
| 86720 |  0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65    73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .........Examples.........------ | 
| 86740 |  2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65  | --.........Draw.samples.from.the | 
| 86760 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 61 20 3d 20  | .distribution:..........>>>.a.=. | 
| 86780 |  35 2e 20 23 20 73 68 61 70 65 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 73 61 6d 70 6c 65 73 20 3d  | 5..#.shape.........>>>.samples.= | 
| 867a0 |  20 31 30 30 30 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e  | .1000.........>>>.s.=.np.random. | 
| 867c0 |  70 6f 77 65 72 28 61 2c 20 73 61 6d 70 6c 65 73    29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c  | power(a,.samples)..........Displ | 
| 867e0 |  61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d    20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c  | ay.the.histogram.of.the.samples, | 
| 86800 |  20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20    20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c  | .along.with.........the.probabil | 
| 86820 |  69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63    74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e  | ity.density.function:..........> | 
| 86840 |  3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f    74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70  | >>.import.matplotlib.pyplot.as.p | 
| 86860 |  6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63    6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f  | lt.........>>>.count,.bins,.igno | 
| 86880 |  72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73    2c 20 62 69 6e 73 3d 33 30 29 0a 20 20 20 20 20  | red.=.plt.hist(s,.bins=30)...... | 
| 868a0 |  20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 2e 6c 69    6e 73 70 61 63 65 28 30 2c 20 31 2c 20 31 30 30  | ...>>>.x.=.np.linspace(0,.1,.100 | 
| 868c0 |  29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20    3d 20 61 2a 78 2a 2a 28 61 2d 31 2e 29 0a 20 20  | ).........>>>.y.=.a*x**(a-1.)... | 
| 868e0 |  20 20 20 20 20 20 3e 3e 3e 20 6e 6f 72 6d 65 64    5f 79 20 3d 20 73 61 6d 70 6c 65 73 2a 6e 70 2e  | ......>>>.normed_y.=.samples*np. | 
| 86900 |  64 69 66 66 28 62 69 6e 73 29 5b 30 5d 2a 79 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e  | diff(bins)[0]*y.........>>>.plt. | 
| 86920 |  70 6c 6f 74 28 78 2c 20 6e 6f 72 6d 65 64 5f 79    29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c  | plot(x,.normed_y).........>>>.pl | 
| 86940 |  74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20    20 20 43 6f 6d 70 61 72 65 20 74 68 65 20 70 6f  | t.show()..........Compare.the.po | 
| 86960 |  77 65 72 20 66 75 6e 63 74 69 6f 6e 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 74 6f 20 74 68 65  | wer.function.distribution.to.the | 
| 86980 |  20 69 6e 76 65 72 73 65 20 6f 66 20 74 68 65 20    50 61 72 65 74 6f 2e 0a 0a 20 20 20 20 20 20 20  | .inverse.of.the.Pareto.......... | 
| 869a0 |  20 3e 3e 3e 20 66 72 6f 6d 20 73 63 69 70 79 20    69 6d 70 6f 72 74 20 73 74 61 74 73 20 23 20 64  | .>>>.from.scipy.import.stats.#.d | 
| 869c0 |  6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 72 76 73 20 3d 20  | octest:.+SKIP.........>>>.rvs.=. | 
| 869e0 |  6e 70 2e 72 61 6e 64 6f 6d 2e 70 6f 77 65 72 28    35 2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20  | np.random.power(5,.1000000)..... | 
| 86a00 |  20 20 20 20 3e 3e 3e 20 72 76 73 70 20 3d 20 6e    70 2e 72 61 6e 64 6f 6d 2e 70 61 72 65 74 6f 28  | ....>>>.rvsp.=.np.random.pareto( | 
| 86a20 |  35 2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 78 78 20 3d 20 6e 70 2e  | 5,.1000000).........>>>.xx.=.np. | 
| 86a40 |  6c 69 6e 73 70 61 63 65 28 30 2c 31 2c 31 30 30    29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6f  | linspace(0,1,100).........>>>.po | 
| 86a60 |  77 70 64 66 20 3d 20 73 74 61 74 73 2e 70 6f 77    65 72 6c 61 77 2e 70 64 66 28 78 78 2c 35 29 20  | wpdf.=.stats.powerlaw.pdf(xx,5). | 
| 86a80 |  20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49    50 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70  | .#.doctest:.+SKIP..........>>>.p | 
| 86aa0 |  6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74  | lt.figure().........>>>.plt.hist | 
| 86ac0 |  28 72 76 73 2c 20 62 69 6e 73 3d 35 30 2c 20 64    65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20  | (rvs,.bins=50,.density=True).... | 
| 86ae0 |  20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f    74 28 78 78 2c 70 6f 77 70 64 66 2c 27 72 2d 27  | .....>>>.plt.plot(xx,powpdf,'r-' | 
| 86b00 |  29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53    4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | )..#.doctest:.+SKIP.........>>>. | 
| 86b20 |  70 6c 74 2e 74 69 74 6c 65 28 27 6e 70 2e 72 61    6e 64 6f 6d 2e 70 6f 77 65 72 28 35 29 27 29 0a  | plt.title('np.random.power(5)'). | 
| 86b40 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74    2e 66 69 67 75 72 65 28 29 0a 20 20 20 20 20 20  | .........>>>.plt.figure()....... | 
| 86b60 |  20 20 3e 3e 3e 20 70 6c 74 2e 68 69 73 74 28 31    2e 2f 28 31 2e 2b 72 76 73 70 29 2c 20 62 69 6e  | ..>>>.plt.hist(1./(1.+rvsp),.bin | 
| 86b80 |  73 3d 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72    75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | s=50,.density=True).........>>>. | 
| 86ba0 |  70 6c 74 2e 70 6c 6f 74 28 78 78 2c 70 6f 77 70    64 66 2c 27 72 2d 27 29 20 20 23 20 64 6f 63 74  | plt.plot(xx,powpdf,'r-')..#.doct | 
| 86bc0 |  65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65  | est:.+SKIP.........>>>.plt.title | 
| 86be0 |  28 27 69 6e 76 65 72 73 65 20 6f 66 20 31 20 2b    20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 61 72 65 74  | ('inverse.of.1.+.np.random.paret | 
| 86c00 |  6f 28 35 29 27 29 0a 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29  | o(5)')..........>>>.plt.figure() | 
| 86c20 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74    2e 68 69 73 74 28 31 2e 2f 28 31 2e 2b 72 76 73  | .........>>>.plt.hist(1./(1.+rvs | 
| 86c40 |  70 29 2c 20 62 69 6e 73 3d 35 30 2c 20 64 65 6e    73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20  | p),.bins=50,.density=True)...... | 
| 86c60 |  20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28    78 78 2c 70 6f 77 70 64 66 2c 27 72 2d 27 29 20  | ...>>>.plt.plot(xx,powpdf,'r-'). | 
| 86c80 |  20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49    50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c  | .#.doctest:.+SKIP.........>>>.pl | 
| 86ca0 |  74 2e 74 69 74 6c 65 28 27 69 6e 76 65 72 73 65    20 6f 66 20 73 74 61 74 73 2e 70 61 72 65 74 6f  | t.title('inverse.of.stats.pareto | 
| 86cc0 |  28 35 29 27 29 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | (5)')........................... | 
| 86ce0 |  0a 20 20 20 20 20 20 20 20 70 61 72 65 74 6f 28    61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20  | .........pareto(a,.size=None)... | 
| 86d00 |  20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70    6c 65 73 20 66 72 6f 6d 20 61 20 50 61 72 65 74  | .......Draw.samples.from.a.Paret | 
| 86d20 |  6f 20 49 49 20 6f 72 20 4c 6f 6d 61 78 20 64 69    73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 0a  | o.II.or.Lomax.distribution.with. | 
| 86d40 |  20 20 20 20 20 20 20 20 73 70 65 63 69 66 69 65    64 20 73 68 61 70 65 2e 0a 0a 20 20 20 20 20 20  | ........specified.shape......... | 
| 86d60 |  20 20 54 68 65 20 4c 6f 6d 61 78 20 6f 72 20 50    61 72 65 74 6f 20 49 49 20 64 69 73 74 72 69 62  | ..The.Lomax.or.Pareto.II.distrib | 
| 86d80 |  75 74 69 6f 6e 20 69 73 20 61 20 73 68 69 66 74    65 64 20 50 61 72 65 74 6f 0a 20 20 20 20 20 20  | ution.is.a.shifted.Pareto....... | 
| 86da0 |  20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20    54 68 65 20 63 6c 61 73 73 69 63 61 6c 20 50 61  | ..distribution..The.classical.Pa | 
| 86dc0 |  72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 63 61 6e 20 62 65 0a 20 20 20 20 20 20 20  | reto.distribution.can.be........ | 
| 86de0 |  20 6f 62 74 61 69 6e 65 64 20 66 72 6f 6d 20 74    68 65 20 4c 6f 6d 61 78 20 64 69 73 74 72 69 62  | .obtained.from.the.Lomax.distrib | 
| 86e00 |  75 74 69 6f 6e 20 62 79 20 61 64 64 69 6e 67 20    31 20 61 6e 64 0a 20 20 20 20 20 20 20 20 6d 75  | ution.by.adding.1.and.........mu | 
| 86e20 |  6c 74 69 70 6c 79 69 6e 67 20 62 79 20 74 68 65    20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72  | ltiplying.by.the.scale.parameter | 
| 86e40 |  20 60 60 6d 60 60 20 28 73 65 65 20 4e 6f 74 65    73 29 2e 20 20 54 68 65 0a 20 20 20 20 20 20 20  | .``m``.(see.Notes)...The........ | 
| 86e60 |  20 73 6d 61 6c 6c 65 73 74 20 76 61 6c 75 65 20    6f 66 20 74 68 65 20 4c 6f 6d 61 78 20 64 69 73  | .smallest.value.of.the.Lomax.dis | 
| 86e80 |  74 72 69 62 75 74 69 6f 6e 20 69 73 20 7a 65 72    6f 20 77 68 69 6c 65 20 66 6f 72 20 74 68 65 0a  | tribution.is.zero.while.for.the. | 
| 86ea0 |  20 20 20 20 20 20 20 20 63 6c 61 73 73 69 63 61    6c 20 50 61 72 65 74 6f 20 64 69 73 74 72 69 62  | ........classical.Pareto.distrib | 
| 86ec0 |  75 74 69 6f 6e 20 69 74 20 69 73 20 60 60 6d 75    60 60 2c 20 77 68 65 72 65 20 74 68 65 20 73 74  | ution.it.is.``mu``,.where.the.st | 
| 86ee0 |  61 6e 64 61 72 64 0a 20 20 20 20 20 20 20 20 50    61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69  | andard.........Pareto.distributi | 
| 86f00 |  6f 6e 20 68 61 73 20 6c 6f 63 61 74 69 6f 6e 20    60 60 6d 75 20 3d 20 31 60 60 2e 20 20 4c 6f 6d  | on.has.location.``mu.=.1``...Lom | 
| 86f20 |  61 78 20 63 61 6e 20 61 6c 73 6f 0a 20 20 20 20    20 20 20 20 62 65 20 63 6f 6e 73 69 64 65 72 65  | ax.can.also.........be.considere | 
| 86f40 |  64 20 61 73 20 61 20 73 69 6d 70 6c 69 66 69 65    64 20 76 65 72 73 69 6f 6e 20 6f 66 20 74 68 65  | d.as.a.simplified.version.of.the | 
| 86f60 |  20 47 65 6e 65 72 61 6c 69 7a 65 64 0a 20 20 20    20 20 20 20 20 50 61 72 65 74 6f 20 64 69 73 74  | .Generalized.........Pareto.dist | 
| 86f80 |  72 69 62 75 74 69 6f 6e 20 28 61 76 61 69 6c 61    62 6c 65 20 69 6e 20 53 63 69 50 79 29 2c 20 77  | ribution.(available.in.SciPy),.w | 
| 86fa0 |  69 74 68 20 74 68 65 20 73 63 61 6c 65 20 73 65    74 0a 20 20 20 20 20 20 20 20 74 6f 20 6f 6e 65  | ith.the.scale.set.........to.one | 
| 86fc0 |  20 61 6e 64 20 74 68 65 20 6c 6f 63 61 74 69 6f    6e 20 73 65 74 20 74 6f 20 7a 65 72 6f 2e 0a 0a  | .and.the.location.set.to.zero... | 
| 86fe0 |  20 20 20 20 20 20 20 20 54 68 65 20 50 61 72 65    74 6f 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20  | ........The.Pareto.distribution. | 
| 87000 |  6d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20    74 68 61 6e 20 7a 65 72 6f 2c 20 61 6e 64 20 69  | must.be.greater.than.zero,.and.i | 
| 87020 |  73 0a 20 20 20 20 20 20 20 20 75 6e 62 6f 75 6e    64 65 64 20 61 62 6f 76 65 2e 20 20 49 74 20 69  | s.........unbounded.above...It.i | 
| 87040 |  73 20 61 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20    74 68 65 20 22 38 30 2d 32 30 20 72 75 6c 65 22  | s.also.known.as.the."80-20.rule" | 
| 87060 |  2e 20 20 49 6e 0a 20 20 20 20 20 20 20 20 74 68    69 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c  | ...In.........this.distribution, | 
| 87080 |  20 38 30 20 70 65 72 63 65 6e 74 20 6f 66 20 74    68 65 20 77 65 69 67 68 74 73 20 61 72 65 20 69  | .80.percent.of.the.weights.are.i | 
| 870a0 |  6e 20 74 68 65 20 6c 6f 77 65 73 74 0a 20 20 20    20 20 20 20 20 32 30 20 70 65 72 63 65 6e 74 20  | n.the.lowest.........20.percent. | 
| 870c0 |  6f 66 20 74 68 65 20 72 61 6e 67 65 2c 20 77 68    69 6c 65 20 74 68 65 20 6f 74 68 65 72 20 32 30  | of.the.range,.while.the.other.20 | 
| 870e0 |  20 70 65 72 63 65 6e 74 20 66 69 6c 6c 20 74 68    65 0a 20 20 20 20 20 20 20 20 72 65 6d 61 69 6e  | .percent.fill.the.........remain | 
| 87100 |  69 6e 67 20 38 30 20 70 65 72 63 65 6e 74 20 6f    66 20 74 68 65 20 72 61 6e 67 65 2e 0a 0a 20 20  | ing.80.percent.of.the.range..... | 
| 87120 |  20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a    20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20  | .........note::.............New. | 
| 87140 |  63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20    74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64  | code.should.use.the.`~numpy.rand | 
| 87160 |  6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 70 61 72    65 74 6f 60 0a 20 20 20 20 20 20 20 20 20 20 20  | om.Generator.pareto`............ | 
| 87180 |  20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e    75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65  | .method.of.a.`~numpy.random.Gene | 
| 871a0 |  72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20    69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20  | rator`.instance.instead;........ | 
| 871c0 |  20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20    74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d  | .....please.see.the.:ref:`random | 
| 871e0 |  2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a    20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65  | -quick-start`...........Paramete | 
| 87200 |  72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20  | rs.........----------.........a. | 
| 87220 |  3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79    5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a  | :.float.or.array_like.of.floats. | 
| 87240 |  20 20 20 20 20 20 20 20 20 20 20 20 53 68 61 70    65 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62  | ............Shape.of.the.distrib | 
| 87260 |  75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 20 70    6f 73 69 74 69 76 65 2e 0a 20 20 20 20 20 20 20  | ution..Must.be.positive......... | 
| 87280 |  20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74    75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70  | .size.:.int.or.tuple.of.ints,.op | 
| 872a0 |  74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20    20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e  | tional.............Output.shape. | 
| 872c0 |  20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73    68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60  | ..If.the.given.shape.is,.e.g.,.` | 
| 872e0 |  60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68    65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60  | `(m,.n,.k)``,.then.............` | 
| 87300 |  60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d    70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20  | `m.*.n.*.k``.samples.are.drawn.. | 
| 87320 |  20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f    6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a  | .If.size.is.``None``.(default),. | 
| 87340 |  20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69    6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65  | ............a.single.value.is.re | 
| 87360 |  74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20    69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74  | turned.if.``a``.is.a.scalar...Ot | 
| 87380 |  68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20    20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28  | herwise,.............``np.array( | 
| 873a0 |  61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65    73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20  | a).size``.samples.are.drawn..... | 
| 873c0 |  20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20  | ......Returns.........-------... | 
| 873e0 |  20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72    72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20  | ......out.:.ndarray.or.scalar... | 
| 87400 |  20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65  | ..........Drawn.samples.from.the | 
| 87420 |  20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 50    61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69  | .parameterized.Pareto.distributi | 
| 87440 |  6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65    20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d  | on...........See.Also.........-- | 
| 87460 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73    63 69 70 79 2e 73 74 61 74 73 2e 6c 6f 6d 61 78  | ------.........scipy.stats.lomax | 
| 87480 |  20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64    65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c  | .:.probability.density.function, | 
| 874a0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72    0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d  | .distribution.or.............cum | 
| 874c0 |  75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20    66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20  | ulative.density.function,.etc... | 
| 874e0 |  20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61    74 73 2e 67 65 6e 70 61 72 65 74 6f 20 3a 20 70  | .......scipy.stats.genpareto.:.p | 
| 87500 |  72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69    74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73  | robability.density.function,.dis | 
| 87520 |  74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20    20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74  | tribution.or.............cumulat | 
| 87540 |  69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63    74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20  | ive.density.function,.etc....... | 
| 87560 |  20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61    74 6f 72 2e 70 61 72 65 74 6f 3a 20 77 68 69 63  | ...random.Generator.pareto:.whic | 
| 87580 |  68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64    20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a  | h.should.be.used.for.new.code... | 
| 875a0 |  20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20  | ........Notes.........-----..... | 
| 875c0 |  20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c    69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20  | ....The.probability.density.for. | 
| 875e0 |  74 68 65 20 50 61 72 65 74 6f 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20  | the.Pareto.distribution.is...... | 
| 87600 |  20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28    78 29 20 3d 20 5c 66 72 61 63 7b 61 6d 5e 61 7d  | .......math::.p(x).=.\frac{am^a} | 
| 87620 |  7b 78 5e 7b 61 2b 31 7d 7d 0a 0a 20 20 20 20 20    20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60  | {x^{a+1}}..........where.:math:` | 
| 87640 |  61 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20    61 6e 64 20 3a 6d 61 74 68 3a 60 6d 60 20 74 68  | a`.is.the.shape.and.:math:`m`.th | 
| 87660 |  65 20 73 63 61 6c 65 2e 0a 0a 20 20 20 20 20 20    20 20 54 68 65 20 50 61 72 65 74 6f 20 64 69 73  | e.scale...........The.Pareto.dis | 
| 87680 |  74 72 69 62 75 74 69 6f 6e 2c 20 6e 61 6d 65 64    20 61 66 74 65 72 20 74 68 65 20 49 74 61 6c 69  | tribution,.named.after.the.Itali | 
| 876a0 |  61 6e 20 65 63 6f 6e 6f 6d 69 73 74 0a 20 20 20    20 20 20 20 20 56 69 6c 66 72 65 64 6f 20 50 61  | an.economist.........Vilfredo.Pa | 
| 876c0 |  72 65 74 6f 2c 20 69 73 20 61 20 70 6f 77 65 72    20 6c 61 77 20 70 72 6f 62 61 62 69 6c 69 74 79  | reto,.is.a.power.law.probability | 
| 876e0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20    20 20 20 20 20 20 75 73 65 66 75 6c 20 69 6e 20  | .distribution.........useful.in. | 
| 87700 |  6d 61 6e 79 20 72 65 61 6c 20 77 6f 72 6c 64 20    70 72 6f 62 6c 65 6d 73 2e 20 20 4f 75 74 73 69  | many.real.world.problems...Outsi | 
| 87720 |  64 65 20 74 68 65 20 66 69 65 6c 64 20 6f 66 0a    20 20 20 20 20 20 20 20 65 63 6f 6e 6f 6d 69 63  | de.the.field.of.........economic | 
| 87740 |  73 20 69 74 20 69 73 20 67 65 6e 65 72 61 6c 6c    79 20 72 65 66 65 72 72 65 64 20 74 6f 20 61 73  | s.it.is.generally.referred.to.as | 
| 87760 |  20 74 68 65 20 42 72 61 64 66 6f 72 64 0a 20 20    20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69  | .the.Bradford.........distributi | 
| 87780 |  6f 6e 2e 20 50 61 72 65 74 6f 20 64 65 76 65 6c    6f 70 65 64 20 74 68 65 20 64 69 73 74 72 69 62  | on..Pareto.developed.the.distrib | 
| 877a0 |  75 74 69 6f 6e 20 74 6f 20 64 65 73 63 72 69 62    65 0a 20 20 20 20 20 20 20 20 74 68 65 20 64 69  | ution.to.describe.........the.di | 
| 877c0 |  73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 77 65    61 6c 74 68 20 69 6e 20 61 6e 20 65 63 6f 6e 6f  | stribution.of.wealth.in.an.econo | 
| 877e0 |  6d 79 2e 20 20 49 74 20 68 61 73 20 61 6c 73 6f    20 66 6f 75 6e 64 0a 20 20 20 20 20 20 20 20 75  | my...It.has.also.found.........u | 
| 87800 |  73 65 20 69 6e 20 69 6e 73 75 72 61 6e 63 65 2c    20 77 65 62 20 70 61 67 65 20 61 63 63 65 73 73  | se.in.insurance,.web.page.access | 
| 87820 |  20 73 74 61 74 69 73 74 69 63 73 2c 20 6f 69 6c    20 66 69 65 6c 64 20 73 69 7a 65 73 2c 0a 20 20  | .statistics,.oil.field.sizes,... | 
| 87840 |  20 20 20 20 20 20 61 6e 64 20 6d 61 6e 79 20 6f    74 68 65 72 20 70 72 6f 62 6c 65 6d 73 2c 20 69  | ......and.many.other.problems,.i | 
| 87860 |  6e 63 6c 75 64 69 6e 67 20 74 68 65 20 64 6f 77    6e 6c 6f 61 64 20 66 72 65 71 75 65 6e 63 79 20  | ncluding.the.download.frequency. | 
| 87880 |  66 6f 72 0a 20 20 20 20 20 20 20 20 70 72 6f 6a    65 63 74 73 20 69 6e 20 53 6f 75 72 63 65 66 6f  | for.........projects.in.Sourcefo | 
| 878a0 |  72 67 65 20 5b 31 5d 5f 2e 20 20 49 74 20 69 73    20 6f 6e 65 20 6f 66 20 74 68 65 20 73 6f 2d 63  | rge.[1]_...It.is.one.of.the.so-c | 
| 878c0 |  61 6c 6c 65 64 0a 20 20 20 20 20 20 20 20 22 66    61 74 2d 74 61 69 6c 65 64 22 20 64 69 73 74 72  | alled........."fat-tailed".distr | 
| 878e0 |  69 62 75 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20    20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20  | ibutions...........References... | 
| 87900 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20  | ......----------............[1]. | 
| 87920 |  46 72 61 6e 63 69 73 20 48 75 6e 74 20 61 6e 64    20 50 61 75 6c 20 4a 6f 68 6e 73 6f 6e 2c 20 4f  | Francis.Hunt.and.Paul.Johnson,.O | 
| 87940 |  6e 20 74 68 65 20 50 61 72 65 74 6f 20 44 69 73    74 72 69 62 75 74 69 6f 6e 20 6f 66 0a 20 20 20  | n.the.Pareto.Distribution.of.... | 
| 87960 |  20 20 20 20 20 20 20 20 20 20 20 20 53 6f 75 72    63 65 66 6f 72 67 65 20 70 72 6f 6a 65 63 74 73  | ............Sourceforge.projects | 
| 87980 |  2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d    20 50 61 72 65 74 6f 2c 20 56 2e 20 28 31 38 39  | .............[2].Pareto,.V..(189 | 
| 879a0 |  36 29 2e 20 43 6f 75 72 73 65 20 6f 66 20 50 6f    6c 69 74 69 63 61 6c 20 45 63 6f 6e 6f 6d 79 2e  | 6)..Course.of.Political.Economy. | 
| 879c0 |  20 4c 61 75 73 61 6e 6e 65 2e 0a 20 20 20 20 20    20 20 20 2e 2e 20 5b 33 5d 20 52 65 69 73 73 2c  | .Lausanne.............[3].Reiss, | 
| 879e0 |  20 52 2e 44 2e 2c 20 54 68 6f 6d 61 73 2c 20 4d    2e 28 32 30 30 31 29 2c 20 53 74 61 74 69 73 74  | .R.D.,.Thomas,.M.(2001),.Statist | 
| 87a00 |  69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66    20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20  | ical.Analysis.of.Extreme........ | 
| 87a20 |  20 20 20 20 20 20 20 20 56 61 6c 75 65 73 2c 20    42 69 72 6b 68 61 75 73 65 72 20 56 65 72 6c 61  | ........Values,.Birkhauser.Verla | 
| 87a40 |  67 2c 20 42 61 73 65 6c 2c 20 70 70 20 32 33 2d    33 30 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b  | g,.Basel,.pp.23-30.............[ | 
| 87a60 |  34 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 50    61 72 65 74 6f 20 64 69 73 74 72 69 62 75 74 69  | 4].Wikipedia,."Pareto.distributi | 
| 87a80 |  6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77  | on",................https://en.w | 
| 87aa0 |  69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b    69 2f 50 61 72 65 74 6f 5f 64 69 73 74 72 69 62  | ikipedia.org/wiki/Pareto_distrib | 
| 87ac0 |  75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45    78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20  | ution..........Examples......... | 
| 87ae0 |  2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72  | --------.........Draw.samples.fr | 
| 87b00 |  6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74    69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e  | om.the.distribution:..........>> | 
| 87b20 |  3e 20 61 2c 20 6d 20 3d 20 33 2e 2c 20 32 2e 20    20 23 20 73 68 61 70 65 20 61 6e 64 20 6d 6f 64  | >.a,.m.=.3.,.2...#.shape.and.mod | 
| 87b40 |  65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20    3d 20 28 6e 70 2e 72 61 6e 64 6f 6d 2e 70 61 72  | e.........>>>.s.=.(np.random.par | 
| 87b60 |  65 74 6f 28 61 2c 20 31 30 30 30 29 20 2b 20 31    29 20 2a 20 6d 0a 0a 20 20 20 20 20 20 20 20 44  | eto(a,.1000).+.1).*.m..........D | 
| 87b80 |  69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f    67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70  | isplay.the.histogram.of.the.samp | 
| 87ba0 |  6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 20    74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 0a  | les,.along.with.the.probability. | 
| 87bc0 |  20 20 20 20 20 20 20 20 64 65 6e 73 69 74 79 20    66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20  | ........density.function:....... | 
| 87be0 |  20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61    74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20  | ...>>>.import.matplotlib.pyplot. | 
| 87c00 |  61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20  | as.plt.........>>>.count,.bins,. | 
| 87c20 |  5f 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20    31 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75  | _.=.plt.hist(s,.100,.density=Tru | 
| 87c40 |  65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66    69 74 20 3d 20 61 2a 6d 2a 2a 61 20 2f 20 62 69  | e).........>>>.fit.=.a*m**a./.bi | 
| 87c60 |  6e 73 2a 2a 28 61 2b 31 29 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62  | ns**(a+1).........>>>.plt.plot(b | 
| 87c80 |  69 6e 73 2c 20 6d 61 78 28 63 6f 75 6e 74 29 2a    66 69 74 2f 6d 61 78 28 66 69 74 29 2c 20 6c 69  | ins,.max(count)*fit/max(fit),.li | 
| 87ca0 |  6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72    3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e  | newidth=2,.color='r').........>> | 
| 87cc0 |  3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20    20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00  | >.plt.show().................... | 
| 87ce0 |  6e 75 6d 70 79 2e 63 6f 72 65 2e 6d 75 6c 74 69    61 72 72 61 79 20 66 61 69 6c 65 64 20 74 6f 20  | numpy.core.multiarray.failed.to. | 
| 87d00 |  69 6d 70 6f 72 74 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | import.......................... | 
| 87d20 |  0a 20 20 20 20 20 20 20 20 6e 6f 72 6d 61 6c 28    6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31  | .........normal(loc=0.0,.scale=1 | 
| 87d40 |  2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a    20 20 20 20 20 20 20 20 44 72 61 77 20 72 61 6e  | .0,.size=None)..........Draw.ran | 
| 87d60 |  64 6f 6d 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d    20 61 20 6e 6f 72 6d 61 6c 20 28 47 61 75 73 73  | dom.samples.from.a.normal.(Gauss | 
| 87d80 |  69 61 6e 29 20 64 69 73 74 72 69 62 75 74 69 6f    6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20  | ian).distribution...........The. | 
| 87da0 |  70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73    69 74 79 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20  | probability.density.function.of. | 
| 87dc0 |  74 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72    69 62 75 74 69 6f 6e 2c 20 66 69 72 73 74 0a 20  | the.normal.distribution,.first.. | 
| 87de0 |  20 20 20 20 20 20 20 64 65 72 69 76 65 64 20 62    79 20 44 65 20 4d 6f 69 76 72 65 20 61 6e 64 20  | .......derived.by.De.Moivre.and. | 
| 87e00 |  32 30 30 20 79 65 61 72 73 20 6c 61 74 65 72 20    62 79 20 62 6f 74 68 20 47 61 75 73 73 20 61 6e  | 200.years.later.by.both.Gauss.an | 
| 87e20 |  64 20 4c 61 70 6c 61 63 65 0a 20 20 20 20 20 20    20 20 69 6e 64 65 70 65 6e 64 65 6e 74 6c 79 20  | d.Laplace.........independently. | 
| 87e40 |  5b 32 5d 5f 2c 20 69 73 20 6f 66 74 65 6e 20 63    61 6c 6c 65 64 20 74 68 65 20 62 65 6c 6c 20 63  | [2]_,.is.often.called.the.bell.c | 
| 87e60 |  75 72 76 65 20 62 65 63 61 75 73 65 20 6f 66 0a    20 20 20 20 20 20 20 20 69 74 73 20 63 68 61 72  | urve.because.of.........its.char | 
| 87e80 |  61 63 74 65 72 69 73 74 69 63 20 73 68 61 70 65    20 28 73 65 65 20 74 68 65 20 65 78 61 6d 70 6c  | acteristic.shape.(see.the.exampl | 
| 87ea0 |  65 20 62 65 6c 6f 77 29 2e 0a 0a 20 20 20 20 20    20 20 20 54 68 65 20 6e 6f 72 6d 61 6c 20 64 69  | e.below)...........The.normal.di | 
| 87ec0 |  73 74 72 69 62 75 74 69 6f 6e 73 20 6f 63 63 75    72 73 20 6f 66 74 65 6e 20 69 6e 20 6e 61 74 75  | stributions.occurs.often.in.natu | 
| 87ee0 |  72 65 2e 20 20 46 6f 72 20 65 78 61 6d 70 6c 65    2c 20 69 74 0a 20 20 20 20 20 20 20 20 64 65 73  | re...For.example,.it.........des | 
| 87f00 |  63 72 69 62 65 73 20 74 68 65 20 63 6f 6d 6d 6f    6e 6c 79 20 6f 63 63 75 72 72 69 6e 67 20 64 69  | cribes.the.commonly.occurring.di | 
| 87f20 |  73 74 72 69 62 75 74 69 6f 6e 20 6f 66 20 73 61    6d 70 6c 65 73 20 69 6e 66 6c 75 65 6e 63 65 64  | stribution.of.samples.influenced | 
| 87f40 |  0a 20 20 20 20 20 20 20 20 62 79 20 61 20 6c 61    72 67 65 20 6e 75 6d 62 65 72 20 6f 66 20 74 69  | .........by.a.large.number.of.ti | 
| 87f60 |  6e 79 2c 20 72 61 6e 64 6f 6d 20 64 69 73 74 75    72 62 61 6e 63 65 73 2c 20 65 61 63 68 20 77 69  | ny,.random.disturbances,.each.wi | 
| 87f80 |  74 68 20 69 74 73 20 6f 77 6e 0a 20 20 20 20 20    20 20 20 75 6e 69 71 75 65 20 64 69 73 74 72 69  | th.its.own.........unique.distri | 
| 87fa0 |  62 75 74 69 6f 6e 20 5b 32 5d 5f 2e 0a 0a 20 20    20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a  | bution.[2]_..............note::. | 
| 87fc0 |  20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20    63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20  | ............New.code.should.use. | 
| 87fe0 |  74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 72  | the.`~numpy.random.Generator.nor | 
| 88000 |  6d 61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20    20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e  | mal`.............method.of.a.`~n | 
| 88020 |  75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20  | umpy.random.Generator`.instance. | 
| 88040 |  69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20    20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20  | instead;.............please.see. | 
| 88060 |  74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d    2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a  | the.:ref:`random-quick-start`... | 
| 88080 |  20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65    72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ........Parameters.........----- | 
| 880a0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f    63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72  | -----.........loc.:.float.or.arr | 
| 880c0 |  61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74    73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 65  | ay_like.of.floats.............Me | 
| 880e0 |  61 6e 20 28 22 63 65 6e 74 72 65 22 29 20 6f 66    20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f  | an.("centre").of.the.distributio | 
| 88100 |  6e 2e 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65    20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61  | n..........scale.:.float.or.arra | 
| 88120 |  79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73    0a 20 20 20 20 20 20 20 20 20 20 20 20 53 74 61  | y_like.of.floats.............Sta | 
| 88140 |  6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20    28 73 70 72 65 61 64 20 6f 72 20 22 77 69 64 74  | ndard.deviation.(spread.or."widt | 
| 88160 |  68 22 29 20 6f 66 20 74 68 65 20 64 69 73 74 72    69 62 75 74 69 6f 6e 2e 20 4d 75 73 74 20 62 65  | h").of.the.distribution..Must.be | 
| 88180 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 6f 6e    2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20  | .............non-negative....... | 
| 881a0 |  20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72    20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20  | ...size.:.int.or.tuple.of.ints,. | 
| 881c0 |  6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20    20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70  | optional.............Output.shap | 
| 881e0 |  65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e    20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c  | e...If.the.given.shape.is,.e.g., | 
| 88200 |  20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20    74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20  | .``(m,.n,.k)``,.then............ | 
| 88220 |  20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | .``m.*.n.*.k``.samples.are.drawn | 
| 88240 |  2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60    4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29  | ...If.size.is.``None``.(default) | 
| 88260 |  2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20    73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20  | ,.............a.single.value.is. | 
| 88280 |  72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f    63 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60  | returned.if.``loc``.and.``scale` | 
| 882a0 |  60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61    72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20  | `.are.both.scalars.............. | 
| 882c0 |  4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e    62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73  | Otherwise,.``np.broadcast(loc,.s | 
| 882e0 |  63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d    70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a  | cale).size``.samples.are.drawn.. | 
| 88300 |  0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73    0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d  | .........Returns.........------- | 
| 88320 |  0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e    64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72  | .........out.:.ndarray.or.scalar | 
| 88340 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61    77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20  | .............Drawn.samples.from. | 
| 88360 |  74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65    64 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62  | the.parameterized.normal.distrib | 
| 88380 |  75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20    53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20  | ution...........See.Also........ | 
| 883a0 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6e 6f  | .--------.........scipy.stats.no | 
| 883c0 |  72 6d 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79    20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f  | rm.:.probability.density.functio | 
| 883e0 |  6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20    6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63  | n,.distribution.or.............c | 
| 88400 |  75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74    79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e  | umulative.density.function,.etc. | 
| 88420 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e    47 65 6e 65 72 61 74 6f 72 2e 6e 6f 72 6d 61 6c  | .........random.Generator.normal | 
| 88440 |  3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62    65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63  | :.which.should.be.used.for.new.c | 
| 88460 |  6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f    74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | ode...........Notes.........---- | 
| 88480 |  2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72    6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74  | -.........The.probability.densit | 
| 884a0 |  79 20 66 6f 72 20 74 68 65 20 47 61 75 73 73 69    61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20  | y.for.the.Gaussian.distribution. | 
| 884c0 |  69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d    61 74 68 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72  | is.............math::.p(x).=.\fr | 
| 884e0 |  61 63 7b 31 7d 7b 5c 73 71 72 74 7b 20 32 20 5c    70 69 20 5c 73 69 67 6d 61 5e 32 20 7d 7d 0a 20  | ac{1}{\sqrt{.2.\pi.\sigma^2.}}.. | 
| 88500 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 65 5e 7b 20 2d 20 5c 66  | ........................e^{.-.\f | 
| 88520 |  72 61 63 7b 20 28 78 20 2d 20 5c 6d 75 29 5e 32    20 7d 20 7b 32 20 5c 73 69 67 6d 61 5e 32 7d 20  | rac{.(x.-.\mu)^2.}.{2.\sigma^2}. | 
| 88540 |  7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72    65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 73  | },..........where.:math:`\mu`.is | 
| 88560 |  20 74 68 65 20 6d 65 61 6e 20 61 6e 64 20 3a 6d    61 74 68 3a 60 5c 73 69 67 6d 61 60 20 74 68 65  | .the.mean.and.:math:`\sigma`.the | 
| 88580 |  20 73 74 61 6e 64 61 72 64 0a 20 20 20 20 20 20    20 20 64 65 76 69 61 74 69 6f 6e 2e 20 54 68 65  | .standard.........deviation..The | 
| 885a0 |  20 73 71 75 61 72 65 20 6f 66 20 74 68 65 20 73    74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f  | .square.of.the.standard.deviatio | 
| 885c0 |  6e 2c 20 3a 6d 61 74 68 3a 60 5c 73 69 67 6d 61    5e 32 60 2c 0a 20 20 20 20 20 20 20 20 69 73 20  | n,.:math:`\sigma^2`,.........is. | 
| 885e0 |  63 61 6c 6c 65 64 20 74 68 65 20 76 61 72 69 61    6e 63 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68  | called.the.variance...........Th | 
| 88600 |  65 20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 69    74 73 20 70 65 61 6b 20 61 74 20 74 68 65 20 6d  | e.function.has.its.peak.at.the.m | 
| 88620 |  65 61 6e 2c 20 61 6e 64 20 69 74 73 20 22 73 70    72 65 61 64 22 20 69 6e 63 72 65 61 73 65 73 20  | ean,.and.its."spread".increases. | 
| 88640 |  77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65    20 73 74 61 6e 64 61 72 64 20 64 65 76 69 61 74  | with.........the.standard.deviat | 
| 88660 |  69 6f 6e 20 28 74 68 65 20 66 75 6e 63 74 69 6f    6e 20 72 65 61 63 68 65 73 20 30 2e 36 30 37 20  | ion.(the.function.reaches.0.607. | 
| 88680 |  74 69 6d 65 73 20 69 74 73 20 6d 61 78 69 6d 75    6d 20 61 74 0a 20 20 20 20 20 20 20 20 3a 6d 61  | times.its.maximum.at.........:ma | 
| 886a0 |  74 68 3a 60 78 20 2b 20 5c 73 69 67 6d 61 60 20    61 6e 64 20 3a 6d 61 74 68 3a 60 78 20 2d 20 5c  | th:`x.+.\sigma`.and.:math:`x.-.\ | 
| 886c0 |  73 69 67 6d 61 60 20 5b 32 5d 5f 29 2e 20 20 54    68 69 73 20 69 6d 70 6c 69 65 73 20 74 68 61 74  | sigma`.[2]_)...This.implies.that | 
| 886e0 |  0a 20 20 20 20 20 20 20 20 6e 6f 72 6d 61 6c 20    69 73 20 6d 6f 72 65 20 6c 69 6b 65 6c 79 20 74  | .........normal.is.more.likely.t | 
| 88700 |  6f 20 72 65 74 75 72 6e 20 73 61 6d 70 6c 65 73    20 6c 79 69 6e 67 20 63 6c 6f 73 65 20 74 6f 20  | o.return.samples.lying.close.to. | 
| 88720 |  74 68 65 20 6d 65 61 6e 2c 20 72 61 74 68 65 72    0a 20 20 20 20 20 20 20 20 74 68 61 6e 20 74 68  | the.mean,.rather.........than.th | 
| 88740 |  6f 73 65 20 66 61 72 20 61 77 61 79 2e 0a 0a 20    20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65  | ose.far.away...........Reference | 
| 88760 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20  | s.........----------............ | 
| 88780 |  5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22    4e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74  | [1].Wikipedia,."Normal.distribut | 
| 887a0 |  69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e  | ion",................https://en. | 
| 887c0 |  77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69    6b 69 2f 4e 6f 72 6d 61 6c 5f 64 69 73 74 72 69  | wikipedia.org/wiki/Normal_distri | 
| 887e0 |  62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 2e    2e 20 5b 32 5d 20 50 2e 20 52 2e 20 50 65 65 62  | bution............[2].P..R..Peeb | 
| 88800 |  6c 65 73 20 4a 72 2e 2c 20 22 43 65 6e 74 72 61    6c 20 4c 69 6d 69 74 20 54 68 65 6f 72 65 6d 22  | les.Jr.,."Central.Limit.Theorem" | 
| 88820 |  20 69 6e 20 22 50 72 6f 62 61 62 69 6c 69 74 79    2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .in."Probability,............... | 
| 88840 |  20 52 61 6e 64 6f 6d 20 56 61 72 69 61 62 6c 65    73 20 61 6e 64 20 52 61 6e 64 6f 6d 20 53 69 67  | .Random.Variables.and.Random.Sig | 
| 88860 |  6e 61 6c 20 50 72 69 6e 63 69 70 6c 65 73 22 2c    20 34 74 68 20 65 64 2e 2c 20 32 30 30 31 2c 0a  | nal.Principles",.4th.ed.,.2001,. | 
| 88880 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 70    70 2e 20 35 31 2c 20 35 31 2c 20 31 32 35 2e 0a  | ...............pp..51,.51,.125.. | 
| 888a0 |  0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65    73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .........Examples.........------ | 
| 888c0 |  2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65  | --.........Draw.samples.from.the | 
| 888e0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 2c 20  | .distribution:..........>>>.mu,. | 
| 88900 |  73 69 67 6d 61 20 3d 20 30 2c 20 30 2e 31 20 23    20 6d 65 61 6e 20 61 6e 64 20 73 74 61 6e 64 61  | sigma.=.0,.0.1.#.mean.and.standa | 
| 88920 |  72 64 20 64 65 76 69 61 74 69 6f 6e 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e  | rd.deviation.........>>>.s.=.np. | 
| 88940 |  72 61 6e 64 6f 6d 2e 6e 6f 72 6d 61 6c 28 6d 75    2c 20 73 69 67 6d 61 2c 20 31 30 30 30 29 0a 0a  | random.normal(mu,.sigma,.1000).. | 
| 88960 |  20 20 20 20 20 20 20 20 56 65 72 69 66 79 20 74    68 65 20 6d 65 61 6e 20 61 6e 64 20 74 68 65 20  | ........Verify.the.mean.and.the. | 
| 88980 |  76 61 72 69 61 6e 63 65 3a 0a 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 61 62 73 28 6d 75 20 2d 20  | variance:..........>>>.abs(mu.-. | 
| 889a0 |  6e 70 2e 6d 65 61 6e 28 73 29 29 0a 20 20 20 20    20 20 20 20 30 2e 30 20 20 23 20 6d 61 79 20 76  | np.mean(s)).........0.0..#.may.v | 
| 889c0 |  61 72 79 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 61 62 73 28 73 69 67 6d 61 20 2d 20 6e 70 2e  | ary..........>>>.abs(sigma.-.np. | 
| 889e0 |  73 74 64 28 73 2c 20 64 64 6f 66 3d 31 29 29 0a    20 20 20 20 20 20 20 20 30 2e 31 20 20 23 20 6d  | std(s,.ddof=1)).........0.1..#.m | 
| 88a00 |  61 79 20 76 61 72 79 0a 0a 20 20 20 20 20 20 20    20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73  | ay.vary..........Display.the.his | 
| 88a20 |  74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61    6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74  | togram.of.the.samples,.along.wit | 
| 88a40 |  68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72    6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74  | h.........the.probability.densit | 
| 88a60 |  79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20  | y.function:..........>>>.import. | 
| 88a80 |  6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f    74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20  | matplotlib.pyplot.as.plt........ | 
| 88aa0 |  20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73    2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e  | .>>>.count,.bins,.ignored.=.plt. | 
| 88ac0 |  68 69 73 74 28 73 2c 20 33 30 2c 20 64 65 6e 73    69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20  | hist(s,.30,.density=True)....... | 
| 88ae0 |  20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62    69 6e 73 2c 20 31 2f 28 73 69 67 6d 61 20 2a 20  | ..>>>.plt.plot(bins,.1/(sigma.*. | 
| 88b00 |  6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70    69 29 29 20 2a 0a 20 20 20 20 20 20 20 20 2e 2e  | np.sqrt(2.*.np.pi)).*........... | 
| 88b20 |  2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 6e 70 2e 65 78 70 28 20 2d 20 28 62 69 6e 73  | .................np.exp(.-.(bins | 
| 88b40 |  20 2d 20 6d 75 29 2a 2a 32 20 2f 20 28 32 20 2a    20 73 69 67 6d 61 2a 2a 32 29 20 29 2c 0a 20 20  | .-.mu)**2./.(2.*.sigma**2).),... | 
| 88b60 |  20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20    20 20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20  | ...................linewidth=2,. | 
| 88b80 |  63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28  | color='r').........>>>.plt.show( | 
| 88ba0 |  29 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 2d 62    79 2d 66 6f 75 72 20 61 72 72 61 79 20 6f 66 20  | )..........Two-by-four.array.of. | 
| 88bc0 |  73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65    20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75  | samples.from.the.normal.distribu | 
| 88be0 |  74 69 6f 6e 20 77 69 74 68 0a 20 20 20 20 20 20    20 20 6d 65 61 6e 20 33 20 61 6e 64 20 73 74 61  | tion.with.........mean.3.and.sta | 
| 88c00 |  6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20    32 2e 35 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e  | ndard.deviation.2.5:..........>> | 
| 88c20 |  3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6e 6f 72 6d    61 6c 28 33 2c 20 32 2e 35 2c 20 73 69 7a 65 3d  | >.np.random.normal(3,.2.5,.size= | 
| 88c40 |  28 32 2c 20 34 29 29 0a 20 20 20 20 20 20 20 20    61 72 72 61 79 28 5b 5b 2d 34 2e 34 39 34 30 31  | (2,.4)).........array([[-4.49401 | 
| 88c60 |  35 30 31 2c 20 20 34 2e 30 30 39 35 30 30 33 34    2c 20 2d 31 2e 38 31 38 31 34 38 36 37 2c 20 20  | 501,..4.00950034,.-1.81814867,.. | 
| 88c80 |  37 2e 32 39 37 31 38 36 37 37 5d 2c 20 20 20 23    20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20  | 7.29718677],...#.random......... | 
| 88ca0 |  20 20 20 20 20 20 20 5b 20 30 2e 33 39 39 32 34    38 30 34 2c 20 20 34 2e 36 38 34 35 36 33 31 36  | .......[.0.39924804,..4.68456316 | 
| 88cc0 |  2c 20 20 34 2e 39 39 33 39 34 35 32 39 2c 20 20    34 2e 38 34 30 35 37 32 35 34 5d 5d 29 20 20 23  | ,..4.99394529,..4.84057254]])..# | 
| 88ce0 |  20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20    20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .random......................... | 
| 88d00 |  0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 65 6e 74    72 61 6c 5f 66 28 64 66 6e 75 6d 2c 20 64 66 64  | .........noncentral_f(dfnum,.dfd | 
| 88d20 |  65 6e 2c 20 6e 6f 6e 63 2c 20 73 69 7a 65 3d 4e    6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72  | en,.nonc,.size=None)..........Dr | 
| 88d40 |  61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20    74 68 65 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 46  | aw.samples.from.the.noncentral.F | 
| 88d60 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a    20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20  | .distribution...........Samples. | 
| 88d80 |  61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61    6e 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | are.drawn.from.an.F.distribution | 
| 88da0 |  20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 20    70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20  | .with.specified.parameters,..... | 
| 88dc0 |  20 20 20 20 60 64 66 6e 75 6d 60 20 28 64 65 67    72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20  | ....`dfnum`.(degrees.of.freedom. | 
| 88de0 |  69 6e 20 6e 75 6d 65 72 61 74 6f 72 29 20 61 6e    64 20 60 64 66 64 65 6e 60 20 28 64 65 67 72 65  | in.numerator).and.`dfden`.(degre | 
| 88e00 |  65 73 20 6f 66 0a 20 20 20 20 20 20 20 20 66 72    65 65 64 6f 6d 20 69 6e 20 64 65 6e 6f 6d 69 6e  | es.of.........freedom.in.denomin | 
| 88e20 |  61 74 6f 72 29 2c 20 77 68 65 72 65 20 62 6f 74    68 20 70 61 72 61 6d 65 74 65 72 73 20 3e 20 31  | ator),.where.both.parameters.>.1 | 
| 88e40 |  2e 0a 20 20 20 20 20 20 20 20 60 6e 6f 6e 63 60    20 69 73 20 74 68 65 20 6e 6f 6e 2d 63 65 6e 74  | ..........`nonc`.is.the.non-cent | 
| 88e60 |  72 61 6c 69 74 79 20 70 61 72 61 6d 65 74 65 72    2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f  | rality.parameter..............no | 
| 88e80 |  74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20    20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64  | te::.............New.code.should | 
| 88ea0 |  20 75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20    20 20 20 20 20 60 7e 6e 75 6d 70 79 2e 72 61 6e  | .use.the.............`~numpy.ran | 
| 88ec0 |  64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f    6e 63 65 6e 74 72 61 6c 5f 66 60 0a 20 20 20 20  | dom.Generator.noncentral_f`..... | 
| 88ee0 |  20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f    66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64  | ........method.of.a.`~numpy.rand | 
| 88f00 |  6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e    73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a  | om.Generator`.instance.instead;. | 
| 88f20 |  20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61    73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a  | ............please.see.the.:ref: | 
| 88f40 |  60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74    61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50  | `random-quick-start`...........P | 
| 88f60 |  61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | arameters.........----------.... | 
| 88f80 |  20 20 20 20 20 64 66 6e 75 6d 20 3a 20 66 6c 6f    61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65  | .....dfnum.:.float.or.array_like | 
| 88fa0 |  20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20    20 20 20 20 20 20 20 4e 75 6d 65 72 61 74 6f 72  | .of.floats.............Numerator | 
| 88fc0 |  20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65    64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e 20 30  | .degrees.of.freedom,.must.be.>.0 | 
| 88fe0 |  2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e    2e 20 76 65 72 73 69 6f 6e 63 68 61 6e 67 65 64  | ..................versionchanged | 
| 89000 |  3a 3a 20 31 2e 31 34 2e 30 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 45 61 72 6c 69 65 72  | ::.1.14.0................Earlier | 
| 89020 |  20 4e 75 6d 50 79 20 76 65 72 73 69 6f 6e 73 20    72 65 71 75 69 72 65 64 20 64 66 6e 75 6d 20 3e  | .NumPy.versions.required.dfnum.> | 
| 89040 |  20 31 2e 0a 20 20 20 20 20 20 20 20 64 66 64 65    6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72  | .1..........dfden.:.float.or.arr | 
| 89060 |  61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74    73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65  | ay_like.of.floats.............De | 
| 89080 |  6e 6f 6d 69 6e 61 74 6f 72 20 64 65 67 72 65 65    73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 6d 75  | nominator.degrees.of.freedom,.mu | 
| 890a0 |  73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20 20    20 20 20 6e 6f 6e 63 20 3a 20 66 6c 6f 61 74 20  | st.be.>.0..........nonc.:.float. | 
| 890c0 |  6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66    20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20  | or.array_like.of.floats......... | 
| 890e0 |  20 20 20 20 4e 6f 6e 2d 63 65 6e 74 72 61 6c 69    74 79 20 70 61 72 61 6d 65 74 65 72 2c 20 74 68  | ....Non-centrality.parameter,.th | 
| 89100 |  65 20 73 75 6d 20 6f 66 20 74 68 65 20 73 71 75    61 72 65 73 20 6f 66 20 74 68 65 20 6e 75 6d 65  | e.sum.of.the.squares.of.the.nume | 
| 89120 |  72 61 74 6f 72 0a 20 20 20 20 20 20 20 20 20 20    20 20 6d 65 61 6e 73 2c 20 6d 75 73 74 20 62 65  | rator.............means,.must.be | 
| 89140 |  20 3e 3d 20 30 2e 0a 20 20 20 20 20 20 20 20 73    69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70  | .>=.0..........size.:.int.or.tup | 
| 89160 |  6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69    6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20  | le.of.ints,.optional............ | 
| 89180 |  20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20    49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61  | .Output.shape...If.the.given.sha | 
| 891a0 |  70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28    6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e  | pe.is,.e.g.,.``(m,.n,.k)``,.then | 
| 891c0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d    20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c  | .............``m.*.n.*.k``.sampl | 
| 891e0 |  65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49    66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65  | es.are.drawn...If.size.is.``None | 
| 89200 |  60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20    20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67  | ``.(default),.............a.sing | 
| 89220 |  6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75    72 6e 65 64 20 69 66 20 60 60 64 66 6e 75 6d 60  | le.value.is.returned.if.``dfnum` | 
| 89240 |  60 2c 20 60 60 64 66 64 65 6e 60 60 2c 20 61 6e    64 20 60 60 6e 6f 6e 63 60 60 0a 20 20 20 20 20  | `,.``dfden``,.and.``nonc``...... | 
| 89260 |  20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73    63 61 6c 61 72 73 2e 20 20 4f 74 68 65 72 77 69  | .......are.all.scalars...Otherwi | 
| 89280 |  73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61    73 74 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e 2c  | se,.``np.broadcast(dfnum,.dfden, | 
| 892a0 |  20 6e 6f 6e 63 29 2e 73 69 7a 65 60 60 0a 20 20    20 20 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65  | .nonc).size``.............sample | 
| 892c0 |  73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20    20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20  | s.are.drawn...........Returns... | 
| 892e0 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72  | ......-------.........out.:.ndar | 
| 89300 |  72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20    20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20  | ray.or.scalar.............Drawn. | 
| 89320 |  73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65    20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e  | samples.from.the.parameterized.n | 
| 89340 |  6f 6e 63 65 6e 74 72 61 6c 20 46 69 73 68 65 72    20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a  | oncentral.Fisher.distribution... | 
| 89360 |  20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f    0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d  | ........See.Also.........------- | 
| 89380 |  2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d    2e 47 65 6e 65 72 61 74 6f 72 2e 6e 6f 6e 63 65  | -.........random.Generator.nonce | 
| 893a0 |  6e 74 72 61 6c 5f 66 3a 20 77 68 69 63 68 20 73    68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f  | ntral_f:.which.should.be.used.fo | 
| 893c0 |  72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20    20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20  | r.new.code...........Notes...... | 
| 893e0 |  20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 57 68 65 6e 20 63 61 6c 63 75 6c 61 74 69 6e  | ...-----.........When.calculatin | 
| 89400 |  67 20 74 68 65 20 70 6f 77 65 72 20 6f 66 20 61    6e 20 65 78 70 65 72 69 6d 65 6e 74 20 28 70 6f  | g.the.power.of.an.experiment.(po | 
| 89420 |  77 65 72 20 3d 20 70 72 6f 62 61 62 69 6c 69 74    79 20 6f 66 0a 20 20 20 20 20 20 20 20 72 65 6a  | wer.=.probability.of.........rej | 
| 89440 |  65 63 74 69 6e 67 20 74 68 65 20 6e 75 6c 6c 20    68 79 70 6f 74 68 65 73 69 73 20 77 68 65 6e 20  | ecting.the.null.hypothesis.when. | 
| 89460 |  61 20 73 70 65 63 69 66 69 63 20 61 6c 74 65 72    6e 61 74 69 76 65 20 69 73 20 74 72 75 65 29 20  | a.specific.alternative.is.true). | 
| 89480 |  74 68 65 0a 20 20 20 20 20 20 20 20 6e 6f 6e 2d    63 65 6e 74 72 61 6c 20 46 20 73 74 61 74 69 73  | the.........non-central.F.statis | 
| 894a0 |  74 69 63 20 62 65 63 6f 6d 65 73 20 69 6d 70 6f    72 74 61 6e 74 2e 20 20 57 68 65 6e 20 74 68 65  | tic.becomes.important...When.the | 
| 894c0 |  20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73    20 69 73 0a 20 20 20 20 20 20 20 20 74 72 75 65  | .null.hypothesis.is.........true | 
| 894e0 |  2c 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69    63 20 66 6f 6c 6c 6f 77 73 20 61 20 63 65 6e 74  | ,.the.F.statistic.follows.a.cent | 
| 89500 |  72 61 6c 20 46 20 64 69 73 74 72 69 62 75 74 69    6f 6e 2e 20 57 68 65 6e 20 74 68 65 20 6e 75 6c  | ral.F.distribution..When.the.nul | 
| 89520 |  6c 0a 20 20 20 20 20 20 20 20 68 79 70 6f 74 68    65 73 69 73 20 69 73 20 6e 6f 74 20 74 72 75 65  | l.........hypothesis.is.not.true | 
| 89540 |  2c 20 74 68 65 6e 20 69 74 20 66 6f 6c 6c 6f 77    73 20 61 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 20  | ,.then.it.follows.a.non-central. | 
| 89560 |  46 20 73 74 61 74 69 73 74 69 63 2e 0a 0a 20 20    20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73  | F.statistic...........References | 
| 89580 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b  | .........----------............[ | 
| 895a0 |  31 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72    69 63 20 57 2e 20 22 4e 6f 6e 63 65 6e 74 72 61  | 1].Weisstein,.Eric.W.."Noncentra | 
| 895c0 |  6c 20 46 2d 44 69 73 74 72 69 62 75 74 69 6f 6e    2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | l.F-Distribution.".............. | 
| 895e0 |  20 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64    2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20  | ..From.MathWorld--A.Wolfram.Web. | 
| 89600 |  52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f  | Resource.................http:// | 
| 89620 |  6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61    6d 2e 63 6f 6d 2f 4e 6f 6e 63 65 6e 74 72 61 6c  | mathworld.wolfram.com/Noncentral | 
| 89640 |  46 2d 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68    74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b  | F-Distribution.html............[ | 
| 89660 |  32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e    6f 6e 63 65 6e 74 72 61 6c 20 46 2d 64 69 73 74  | 2].Wikipedia,."Noncentral.F-dist | 
| 89680 |  72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a  | ribution",................https: | 
| 896a0 |  2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f    72 67 2f 77 69 6b 69 2f 4e 6f 6e 63 65 6e 74 72  | //en.wikipedia.org/wiki/Noncentr | 
| 896c0 |  61 6c 5f 46 2d 64 69 73 74 72 69 62 75 74 69 6f    6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70  | al_F-distribution..........Examp | 
| 896e0 |  6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 49 6e 20  | les.........--------.........In. | 
| 89700 |  61 20 73 74 75 64 79 2c 20 74 65 73 74 69 6e 67    20 66 6f 72 20 61 20 73 70 65 63 69 66 69 63 20  | a.study,.testing.for.a.specific. | 
| 89720 |  61 6c 74 65 72 6e 61 74 69 76 65 20 74 6f 20 74    68 65 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73  | alternative.to.the.null.hypothes | 
| 89740 |  69 73 0a 20 20 20 20 20 20 20 20 72 65 71 75 69    72 65 73 20 75 73 65 20 6f 66 20 74 68 65 20 4e  | is.........requires.use.of.the.N | 
| 89760 |  6f 6e 63 65 6e 74 72 61 6c 20 46 20 64 69 73 74    72 69 62 75 74 69 6f 6e 2e 20 57 65 20 6e 65 65  | oncentral.F.distribution..We.nee | 
| 89780 |  64 20 74 6f 20 63 61 6c 63 75 6c 61 74 65 20 74    68 65 0a 20 20 20 20 20 20 20 20 61 72 65 61 20  | d.to.calculate.the.........area. | 
| 897a0 |  69 6e 20 74 68 65 20 74 61 69 6c 20 6f 66 20 74    68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20  | in.the.tail.of.the.distribution. | 
| 897c0 |  74 68 61 74 20 65 78 63 65 65 64 73 20 74 68 65    20 76 61 6c 75 65 20 6f 66 20 74 68 65 20 46 0a  | that.exceeds.the.value.of.the.F. | 
| 897e0 |  20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75    74 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 75 6c  | ........distribution.for.the.nul | 
| 89800 |  6c 20 68 79 70 6f 74 68 65 73 69 73 2e 20 20 57    65 27 6c 6c 20 70 6c 6f 74 20 74 68 65 20 74 77  | l.hypothesis...We'll.plot.the.tw | 
| 89820 |  6f 20 70 72 6f 62 61 62 69 6c 69 74 79 0a 20 20    20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69  | o.probability.........distributi | 
| 89840 |  6f 6e 73 20 66 6f 72 20 63 6f 6d 70 61 72 69 73    6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | ons.for.comparison...........>>> | 
| 89860 |  20 64 66 6e 75 6d 20 3d 20 33 20 23 20 62 65 74    77 65 65 6e 20 67 72 6f 75 70 20 64 65 67 20 6f  | .dfnum.=.3.#.between.group.deg.o | 
| 89880 |  66 20 66 72 65 65 64 6f 6d 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 64 66 64 65 6e 20 3d 20 32 30  | f.freedom.........>>>.dfden.=.20 | 
| 898a0 |  20 23 20 77 69 74 68 69 6e 20 67 72 6f 75 70 73    20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65  | .#.within.groups.degrees.of.free | 
| 898c0 |  64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    6e 6f 6e 63 20 3d 20 33 2e 30 0a 20 20 20 20 20  | dom.........>>>.nonc.=.3.0...... | 
| 898e0 |  20 20 20 3e 3e 3e 20 6e 63 5f 76 61 6c 73 20 3d    20 6e 70 2e 72 61 6e 64 6f 6d 2e 6e 6f 6e 63 65  | ...>>>.nc_vals.=.np.random.nonce | 
| 89900 |  6e 74 72 61 6c 5f 66 28 64 66 6e 75 6d 2c 20 64    66 64 65 6e 2c 20 6e 6f 6e 63 2c 20 31 30 30 30  | ntral_f(dfnum,.dfden,.nonc,.1000 | 
| 89920 |  30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 4e 46 20 3d 20 6e 70 2e 68 69 73 74 6f 67 72  | 000).........>>>.NF.=.np.histogr | 
| 89940 |  61 6d 28 6e 63 5f 76 61 6c 73 2c 20 62 69 6e 73    3d 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75  | am(nc_vals,.bins=50,.density=Tru | 
| 89960 |  65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63    5f 76 61 6c 73 20 3d 20 6e 70 2e 72 61 6e 64 6f  | e).........>>>.c_vals.=.np.rando | 
| 89980 |  6d 2e 66 28 64 66 6e 75 6d 2c 20 64 66 64 65 6e    2c 20 31 30 30 30 30 30 30 29 0a 20 20 20 20 20  | m.f(dfnum,.dfden,.1000000)...... | 
| 899a0 |  20 20 20 3e 3e 3e 20 46 20 3d 20 6e 70 2e 68 69    73 74 6f 67 72 61 6d 28 63 5f 76 61 6c 73 2c 20  | ...>>>.F.=.np.histogram(c_vals,. | 
| 899c0 |  62 69 6e 73 3d 35 30 2c 20 64 65 6e 73 69 74 79    3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 20 3e  | bins=50,.density=True).........> | 
| 899e0 |  3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f    74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70  | >>.import.matplotlib.pyplot.as.p | 
| 89a00 |  6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70    6c 74 2e 70 6c 6f 74 28 46 5b 31 5d 5b 31 3a 5d  | lt.........>>>.plt.plot(F[1][1:] | 
| 89a20 |  2c 20 46 5b 30 5d 29 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 4e 46 5b  | ,.F[0]).........>>>.plt.plot(NF[ | 
| 89a40 |  31 5d 5b 31 3a 5d 2c 20 4e 46 5b 30 5d 29 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73  | 1][1:],.NF[0]).........>>>.plt.s | 
| 89a60 |  68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | how()........................... | 
| 89a80 |  0a 20 20 20 20 20 20 20 20 6e 6f 6e 63 65 6e 74    72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 64 66  | .........noncentral_chisquare(df | 
| 89aa0 |  2c 20 6e 6f 6e 63 2c 20 73 69 7a 65 3d 4e 6f 6e    65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77  | ,.nonc,.size=None)..........Draw | 
| 89ac0 |  20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20    6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73  | .samples.from.a.noncentral.chi-s | 
| 89ae0 |  71 75 61 72 65 20 64 69 73 74 72 69 62 75 74 69    6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65  | quare.distribution...........The | 
| 89b00 |  20 6e 6f 6e 63 65 6e 74 72 61 6c 20 3a 6d 61 74    68 3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72  | .noncentral.:math:`\chi^2`.distr | 
| 89b20 |  69 62 75 74 69 6f 6e 20 69 73 20 61 20 67 65 6e    65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 0a 20  | ibution.is.a.generalization.of.. | 
| 89b40 |  20 20 20 20 20 20 20 74 68 65 20 3a 6d 61 74 68    3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72 69  | .......the.:math:`\chi^2`.distri | 
| 89b60 |  62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20    20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20  | bution..............note::...... | 
| 89b80 |  20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20    73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20  | .......New.code.should.use.the.. | 
| 89ba0 |  20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d    70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | ...........`~numpy.random.Genera | 
| 89bc0 |  74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63    68 69 73 71 75 61 72 65 60 0a 20 20 20 20 20 20  | tor.noncentral_chisquare`....... | 
| 89be0 |  20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20    61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d  | ......method.of.a.`~numpy.random | 
| 89c00 |  2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74    61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20  | .Generator`.instance.instead;... | 
| 89c20 |  20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65    20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72  | ..........please.see.the.:ref:`r | 
| 89c40 |  61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72    74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72  | andom-quick-start`...........Par | 
| 89c60 |  61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | ameters.........----------...... | 
| 89c80 |  20 20 20 64 66 20 3a 20 66 6c 6f 61 74 20 6f 72    20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66  | ...df.:.float.or.array_like.of.f | 
| 89ca0 |  6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20    20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65  | loats.............Degrees.of.fre | 
| 89cc0 |  65 64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e 20    30 2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20  | edom,.must.be.>.0............... | 
| 89ce0 |  2e 2e 20 76 65 72 73 69 6f 6e 63 68 61 6e 67 65    64 3a 3a 20 31 2e 31 30 2e 30 0a 20 20 20 20 20  | ...versionchanged::.1.10.0...... | 
| 89d00 |  20 20 20 20 20 20 20 20 20 20 45 61 72 6c 69 65    72 20 4e 75 6d 50 79 20 76 65 72 73 69 6f 6e 73  | ..........Earlier.NumPy.versions | 
| 89d20 |  20 72 65 71 75 69 72 65 64 20 64 66 6e 75 6d 20    3e 20 31 2e 0a 20 20 20 20 20 20 20 20 6e 6f 6e  | .required.dfnum.>.1..........non | 
| 89d40 |  63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72    61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74  | c.:.float.or.array_like.of.float | 
| 89d60 |  73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 6f    6e 2d 63 65 6e 74 72 61 6c 69 74 79 2c 20 6d 75  | s.............Non-centrality,.mu | 
| 89d80 |  73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69    76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65  | st.be.non-negative..........size | 
| 89da0 |  20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20    6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61  | .:.int.or.tuple.of.ints,.optiona | 
| 89dc0 |  6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75    74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20  | l.............Output.shape...If. | 
| 89de0 |  74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20    69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20  | the.given.shape.is,.e.g.,.``(m,. | 
| 89e00 |  6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20    20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20  | n,.k)``,.then.............``m.*. | 
| 89e20 |  6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20    61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73  | n.*.k``.samples.are.drawn...If.s | 
| 89e40 |  69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20    28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20  | ize.is.``None``.(default),...... | 
| 89e60 |  20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20    76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65  | .......a.single.value.is.returne | 
| 89e80 |  64 20 69 66 20 60 60 64 66 60 60 20 61 6e 64 20    60 60 6e 6f 6e 63 60 60 20 61 72 65 20 62 6f 74  | d.if.``df``.and.``nonc``.are.bot | 
| 89ea0 |  68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20    20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65  | h.scalars..............Otherwise | 
| 89ec0 |  2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74    28 64 66 2c 20 6e 6f 6e 63 29 2e 73 69 7a 65 60  | ,.``np.broadcast(df,.nonc).size` | 
| 89ee0 |  60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72    61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65  | `.samples.are.drawn...........Re | 
| 89f00 |  74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75  | turns.........-------.........ou | 
| 89f20 |  74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73    63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20  | t.:.ndarray.or.scalar........... | 
| 89f40 |  20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20    66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74  | ..Drawn.samples.from.the.paramet | 
| 89f60 |  65 72 69 7a 65 64 20 6e 6f 6e 63 65 6e 74 72 61    6c 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73  | erized.noncentral.chi-square.dis | 
| 89f80 |  74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20    20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20  | tribution...........See.Also.... | 
| 89fa0 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e  | .....--------.........random.Gen | 
| 89fc0 |  65 72 61 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61    6c 5f 63 68 69 73 71 75 61 72 65 3a 20 77 68 69  | erator.noncentral_chisquare:.whi | 
| 89fe0 |  63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65    64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a  | ch.should.be.used.for.new.code.. | 
| 8a000 |  0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20  | .........Notes.........-----.... | 
| 8a020 |  20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69    6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e  | .....The.probability.density.fun | 
| 8a040 |  63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 6f    6e 63 65 6e 74 72 61 6c 20 43 68 69 2d 73 71 75  | ction.for.the.noncentral.Chi-squ | 
| 8a060 |  61 72 65 0a 20 20 20 20 20 20 20 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20  | are.........distribution.is..... | 
| 8a080 |  20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50    28 78 3b 64 66 2c 6e 6f 6e 63 29 20 3d 20 5c 73  | ........math::.P(x;df,nonc).=.\s | 
| 8a0a0 |  75 6d 5e 7b 5c 69 6e 66 74 79 7d 5f 7b 69 3d 30    7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | um^{\infty}_{i=0}............... | 
| 8a0c0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 5c 66 72 61 63 7b 65 5e 7b 2d 6e 6f 6e 63 2f  | .................\frac{e^{-nonc/ | 
| 8a0e0 |  32 7d 28 6e 6f 6e 63 2f 32 29 5e 7b 69 7d 7d 7b    69 21 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20  | 2}(nonc/2)^{i}}{i!}............. | 
| 8a100 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 50 5f 7b 59 5f 7b 64 66 2b 32 69 7d 7d  | ...................P_{Y_{df+2i}} | 
| 8a120 |  28 78 29 2c 0a 0a 20 20 20 20 20 20 20 20 77 68    65 72 65 20 3a 6d 61 74 68 3a 60 59 5f 7b 71 7d  | (x),..........where.:math:`Y_{q} | 
| 8a140 |  60 20 69 73 20 74 68 65 20 43 68 69 2d 73 71 75    61 72 65 20 77 69 74 68 20 71 20 64 65 67 72 65  | `.is.the.Chi-square.with.q.degre | 
| 8a160 |  65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a    20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63  | es.of.freedom...........Referenc | 
| 8a180 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e  | es.........----------........... | 
| 8a1a0 |  20 5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20    22 4e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d  | .[1].Wikipedia,."Noncentral.chi- | 
| 8a1c0 |  73 71 75 61 72 65 64 20 64 69 73 74 72 69 62 75    74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20  | squared.distribution"........... | 
| 8a1e0 |  20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e    77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69  | .....https://en.wikipedia.org/wi | 
| 8a200 |  6b 69 2f 4e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68    69 2d 73 71 75 61 72 65 64 5f 64 69 73 74 72 69  | ki/Noncentral_chi-squared_distri | 
| 8a220 |  62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20    45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20  | bution..........Examples........ | 
| 8a240 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72  | .--------.........Draw.values.fr | 
| 8a260 |  6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74    69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65  | om.the.distribution.and.plot.the | 
| 8a280 |  20 68 69 73 74 6f 67 72 61 6d 0a 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d  | .histogram..........>>>.import.m | 
| 8a2a0 |  61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74    20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20  | atplotlib.pyplot.as.plt......... | 
| 8a2c0 |  3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74    2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e  | >>>.values.=.plt.hist(np.random. | 
| 8a2e0 |  6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71    75 61 72 65 28 33 2c 20 32 30 2c 20 31 30 30 30  | noncentral_chisquare(3,.20,.1000 | 
| 8a300 |  30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | 00),............................ | 
| 8a320 |  20 20 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e    73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20  | ...bins=200,.density=True)...... | 
| 8a340 |  20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28    29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20  | ...>>>.plt.show()..........Draw. | 
| 8a360 |  76 61 6c 75 65 73 20 66 72 6f 6d 20 61 20 6e 6f    6e 63 65 6e 74 72 61 6c 20 63 68 69 73 71 75 61  | values.from.a.noncentral.chisqua | 
| 8a380 |  72 65 20 77 69 74 68 20 76 65 72 79 20 73 6d 61    6c 6c 20 6e 6f 6e 63 65 6e 74 72 61 6c 69 74 79  | re.with.very.small.noncentrality | 
| 8a3a0 |  2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 63 6f    6d 70 61 72 65 20 74 6f 20 61 20 63 68 69 73 71  | ,.........and.compare.to.a.chisq | 
| 8a3c0 |  75 61 72 65 2e 0a 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29 0a  | uare...........>>>.plt.figure(). | 
| 8a3e0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 76 61 6c 75    65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70  | ........>>>.values.=.plt.hist(np | 
| 8a400 |  2e 72 61 6e 64 6f 6d 2e 6e 6f 6e 63 65 6e 74 72    61 6c 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20  | .random.noncentral_chisquare(3,. | 
| 8a420 |  2e 30 30 30 30 30 30 31 2c 20 31 30 30 30 30 30    29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20  | .0000001,.100000),.............. | 
| 8a440 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 62 69 6e 73 3d 6e 70 2e 61 72 61 6e 67 65 28  | .................bins=np.arange( | 
| 8a460 |  30 2e 2c 20 32 35 2c 20 2e 31 29 2c 20 64 65 6e    73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20  | 0.,.25,..1),.density=True)...... | 
| 8a480 |  20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 32 20 3d    20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e  | ...>>>.values2.=.plt.hist(np.ran | 
| 8a4a0 |  64 6f 6d 2e 63 68 69 73 71 75 61 72 65 28 33 2c    20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20  | dom.chisquare(3,.100000),....... | 
| 8a4c0 |  20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 6e 70  | .........................bins=np | 
| 8a4e0 |  2e 61 72 61 6e 67 65 28 30 2e 2c 20 32 35 2c 20    2e 31 29 2c 20 64 65 6e 73 69 74 79 3d 54 72 75  | .arange(0.,.25,..1),.density=Tru | 
| 8a500 |  65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70    6c 74 2e 70 6c 6f 74 28 76 61 6c 75 65 73 5b 31  | e).........>>>.plt.plot(values[1 | 
| 8a520 |  5d 5b 30 3a 2d 31 5d 2c 20 76 61 6c 75 65 73 5b    30 5d 2d 76 61 6c 75 65 73 32 5b 30 5d 2c 20 27  | ][0:-1],.values[0]-values2[0],.' | 
| 8a540 |  6f 62 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20  | ob').........>>>.plt.show()..... | 
| 8a560 |  20 20 20 20 20 44 65 6d 6f 6e 73 74 72 61 74 65    20 68 6f 77 20 6c 61 72 67 65 20 76 61 6c 75 65  | .....Demonstrate.how.large.value | 
| 8a580 |  73 20 6f 66 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c    69 74 79 20 6c 65 61 64 20 74 6f 20 61 20 6d 6f  | s.of.non-centrality.lead.to.a.mo | 
| 8a5a0 |  72 65 20 73 79 6d 6d 65 74 72 69 63 0a 20 20 20    20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f  | re.symmetric.........distributio | 
| 8a5c0 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    70 6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 20  | n...........>>>.plt.figure().... | 
| 8a5e0 |  20 20 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 20    3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61  | .....>>>.values.=.plt.hist(np.ra | 
| 8a600 |  6e 64 6f 6d 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f    63 68 69 73 71 75 61 72 65 28 33 2c 20 32 30 2c  | ndom.noncentral_chisquare(3,.20, | 
| 8a620 |  20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20    20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20  | .100000),....................... | 
| 8a640 |  20 20 20 20 20 20 20 20 62 69 6e 73 3d 32 30 30    2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a  | ........bins=200,.density=True). | 
| 8a660 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e    73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20  | ........>>>.plt.show().......... | 
| 8a680 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 8a6a0 |  0a 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76    65 5f 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c  | .........negative_binomial(n,.p, | 
| 8a6c0 |  20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20    20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65  | .size=None)..........Draw.sample | 
| 8a6e0 |  73 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 69 76    65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72  | s.from.a.negative.binomial.distr | 
| 8a700 |  69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20    20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72  | ibution...........Samples.are.dr | 
| 8a720 |  61 77 6e 20 66 72 6f 6d 20 61 20 6e 65 67 61 74    69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73  | awn.from.a.negative.binomial.dis | 
| 8a740 |  74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73    70 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20  | tribution.with.specified........ | 
| 8a760 |  20 70 61 72 61 6d 65 74 65 72 73 2c 20 60 6e 60    20 73 75 63 63 65 73 73 65 73 20 61 6e 64 20 60  | .parameters,.`n`.successes.and.` | 
| 8a780 |  70 60 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f    66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 20  | p`.probability.of.success.where. | 
| 8a7a0 |  60 6e 60 0a 20 20 20 20 20 20 20 20 69 73 20 3e    20 30 20 61 6e 64 20 60 70 60 20 69 73 20 69 6e  | `n`.........is.>.0.and.`p`.is.in | 
| 8a7c0 |  20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 30    2c 20 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 2e  | .the.interval.[0,.1]............ | 
| 8a7e0 |  2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20    20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68  | ..note::.............New.code.sh | 
| 8a800 |  6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20    20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79  | ould.use.the.............`~numpy | 
| 8a820 |  2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f    72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d  | .random.Generator.negative_binom | 
| 8a840 |  69 61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20    20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e  | ial`.............method.of.a.`~n | 
| 8a860 |  75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20  | umpy.random.Generator`.instance. | 
| 8a880 |  69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20    20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20  | instead;.............please.see. | 
| 8a8a0 |  74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d    2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a  | the.:ref:`random-quick-start`... | 
| 8a8c0 |  20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65    72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ........Parameters.........----- | 
| 8a8e0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20    3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79  | -----.........n.:.float.or.array | 
| 8a900 |  5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a    20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61  | _like.of.floats.............Para | 
| 8a920 |  6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73    74 72 69 62 75 74 69 6f 6e 2c 20 3e 20 30 2e 0a  | meter.of.the.distribution,.>.0.. | 
| 8a940 |  20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61    74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20  | ........p.:.float.or.array_like. | 
| 8a960 |  6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20    20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20  | of.floats.............Parameter. | 
| 8a980 |  6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74    69 6f 6e 2c 20 3e 3d 20 30 20 61 6e 64 20 3c 3d  | of.the.distribution,.>=.0.and.<= | 
| 8a9a0 |  31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20    3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f  | 1..........size.:.int.or.tuple.o | 
| 8a9c0 |  66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c    0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74  | f.ints,.optional.............Out | 
| 8a9e0 |  70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74    68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69  | put.shape...If.the.given.shape.i | 
| 8aa00 |  73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e    2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20  | s,.e.g.,.``(m,.n,.k)``,.then.... | 
| 8aa20 |  20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e    20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61  | .........``m.*.n.*.k``.samples.a | 
| 8aa40 |  72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69    7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28  | re.drawn...If.size.is.``None``.( | 
| 8aa60 |  64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20    20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76  | default),.............a.single.v | 
| 8aa80 |  61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64    20 69 66 20 60 60 6e 60 60 20 61 6e 64 20 60 60  | alue.is.returned.if.``n``.and.`` | 
| 8aaa0 |  70 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61    6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20  | p``.are.both.scalars............ | 
| 8aac0 |  20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e    70 2e 62 72 6f 61 64 63 61 73 74 28 6e 2c 20 70  | ..Otherwise,.``np.broadcast(n,.p | 
| 8aae0 |  29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73    20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20  | ).size``.samples.are.drawn...... | 
| 8ab00 |  20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20    20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | .....Returns.........-------.... | 
| 8ab20 |  20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72    61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20  | .....out.:.ndarray.or.scalar.... | 
| 8ab40 |  20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73    61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20  | .........Drawn.samples.from.the. | 
| 8ab60 |  70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e 65    67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20  | parameterized.negative.binomial. | 
| 8ab80 |  64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20    20 20 20 20 20 20 20 20 20 20 77 68 65 72 65 20  | distribution,.............where. | 
| 8aba0 |  65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 65    71 75 61 6c 20 74 6f 20 4e 2c 20 74 68 65 20 6e  | each.sample.is.equal.to.N,.the.n | 
| 8abc0 |  75 6d 62 65 72 20 6f 66 20 66 61 69 6c 75 72 65    73 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 20  | umber.of.failures.that.......... | 
| 8abe0 |  20 20 20 6f 63 63 75 72 72 65 64 20 62 65 66 6f    72 65 20 61 20 74 6f 74 61 6c 20 6f 66 20 6e 20  | ...occurred.before.a.total.of.n. | 
| 8ac00 |  73 75 63 63 65 73 73 65 73 20 77 61 73 20 72 65    61 63 68 65 64 2e 0a 0a 20 20 20 20 20 20 20 20  | successes.was.reached........... | 
| 8ac20 |  53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20    20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | See.Also.........--------....... | 
| 8ac40 |  20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74    6f 72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f  | ..random.Generator.negative_bino | 
| 8ac60 |  6d 69 61 6c 3a 20 77 68 69 63 68 20 73 68 6f 75    6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e  | mial:.which.should.be.used.for.n | 
| 8ac80 |  65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20    20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20  | ew.code...........Notes......... | 
| 8aca0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68    65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61  | -----.........The.probability.ma | 
| 8acc0 |  73 73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74    68 65 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f  | ss.function.of.the.negative.bino | 
| 8ace0 |  6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e  | mial.distribution.is............ | 
| 8ad00 |  20 6d 61 74 68 3a 3a 20 50 28 4e 3b 6e 2c 70 29    20 3d 20 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28  | .math::.P(N;n,p).=.\frac{\Gamma( | 
| 8ad20 |  4e 2b 6e 29 7d 7b 4e 21 5c 47 61 6d 6d 61 28 6e    29 7d 70 5e 7b 6e 7d 28 31 2d 70 29 5e 7b 4e 7d  | N+n)}{N!\Gamma(n)}p^{n}(1-p)^{N} | 
| 8ad40 |  2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65    20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 74 68  | ,..........where.:math:`n`.is.th | 
| 8ad60 |  65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 63    65 73 73 65 73 2c 20 3a 6d 61 74 68 3a 60 70 60  | e.number.of.successes,.:math:`p` | 
| 8ad80 |  20 69 73 20 74 68 65 0a 20 20 20 20 20 20 20 20    70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73  | .is.the.........probability.of.s | 
| 8ada0 |  75 63 63 65 73 73 2c 20 3a 6d 61 74 68 3a 60 4e    2b 6e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65  | uccess,.:math:`N+n`.is.the.numbe | 
| 8adc0 |  72 20 6f 66 20 74 72 69 61 6c 73 2c 20 61 6e 64    0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60  | r.of.trials,.and.........:math:` | 
| 8ade0 |  5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 67    61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 20 57  | \Gamma`.is.the.gamma.function..W | 
| 8ae00 |  68 65 6e 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73    20 61 6e 20 69 6e 74 65 67 65 72 2c 0a 20 20 20  | hen.:math:`n`.is.an.integer,.... | 
| 8ae20 |  20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 66 72 61    63 7b 5c 47 61 6d 6d 61 28 4e 2b 6e 29 7d 7b 4e  | .....:math:`\frac{\Gamma(N+n)}{N | 
| 8ae40 |  21 5c 47 61 6d 6d 61 28 6e 29 7d 20 3d 20 5c 62    69 6e 6f 6d 7b 4e 2b 6e 2d 31 7d 7b 4e 7d 60 2c  | !\Gamma(n)}.=.\binom{N+n-1}{N}`, | 
| 8ae60 |  20 77 68 69 63 68 20 69 73 0a 20 20 20 20 20 20    20 20 74 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f  | .which.is.........the.more.commo | 
| 8ae80 |  6e 20 66 6f 72 6d 20 6f 66 20 74 68 69 73 20 74    65 72 6d 20 69 6e 20 74 68 65 20 70 6d 66 2e 20  | n.form.of.this.term.in.the.pmf.. | 
| 8aea0 |  54 68 65 20 6e 65 67 61 74 69 76 65 0a 20 20 20    20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 20 64 69  | The.negative.........binomial.di | 
| 8aec0 |  73 74 72 69 62 75 74 69 6f 6e 20 67 69 76 65 73    20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79  | stribution.gives.the.probability | 
| 8aee0 |  20 6f 66 20 4e 20 66 61 69 6c 75 72 65 73 20 67    69 76 65 6e 20 6e 0a 20 20 20 20 20 20 20 20 73  | .of.N.failures.given.n.........s | 
| 8af00 |  75 63 63 65 73 73 65 73 2c 20 77 69 74 68 20 61    20 73 75 63 63 65 73 73 20 6f 6e 20 74 68 65 20  | uccesses,.with.a.success.on.the. | 
| 8af20 |  6c 61 73 74 20 74 72 69 61 6c 2e 0a 0a 20 20 20    20 20 20 20 20 49 66 20 6f 6e 65 20 74 68 72 6f  | last.trial...........If.one.thro | 
| 8af40 |  77 73 20 61 20 64 69 65 20 72 65 70 65 61 74 65    64 6c 79 20 75 6e 74 69 6c 20 74 68 65 20 74 68  | ws.a.die.repeatedly.until.the.th | 
| 8af60 |  69 72 64 20 74 69 6d 65 20 61 20 22 31 22 20 61    70 70 65 61 72 73 2c 0a 20 20 20 20 20 20 20 20  | ird.time.a."1".appears,......... | 
| 8af80 |  74 68 65 6e 20 74 68 65 20 70 72 6f 62 61 62 69    6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f  | then.the.probability.distributio | 
| 8afa0 |  6e 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 72 20    6f 66 20 6e 6f 6e 2d 22 31 22 73 20 74 68 61 74  | n.of.the.number.of.non-"1"s.that | 
| 8afc0 |  0a 20 20 20 20 20 20 20 20 61 70 70 65 61 72 20    62 65 66 6f 72 65 20 74 68 65 20 74 68 69 72 64  | .........appear.before.the.third | 
| 8afe0 |  20 22 31 22 20 69 73 20 61 20 6e 65 67 61 74 69    76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74  | ."1".is.a.negative.binomial.dist | 
| 8b000 |  72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20    20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20  | ribution...........References... | 
| 8b020 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20  | ......----------............[1]. | 
| 8b040 |  57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20    57 2e 20 22 4e 65 67 61 74 69 76 65 20 42 69 6e  | Weisstein,.Eric.W.."Negative.Bin | 
| 8b060 |  6f 6d 69 61 6c 20 44 69 73 74 72 69 62 75 74 69    6f 6e 2e 22 20 46 72 6f 6d 0a 20 20 20 20 20 20  | omial.Distribution.".From....... | 
| 8b080 |  20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72    6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65  | .........MathWorld--A.Wolfram.We | 
| 8b0a0 |  62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a  | b.Resource.................http: | 
| 8b0c0 |  2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66    72 61 6d 2e 63 6f 6d 2f 4e 65 67 61 74 69 76 65  | //mathworld.wolfram.com/Negative | 
| 8b0e0 |  42 69 6e 6f 6d 69 61 6c 44 69 73 74 72 69 62 75    74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20  | BinomialDistribution.html....... | 
| 8b100 |  20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64    69 61 2c 20 22 4e 65 67 61 74 69 76 65 20 62 69  | .....[2].Wikipedia,."Negative.bi | 
| 8b120 |  6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74    69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20  | nomial.distribution",........... | 
| 8b140 |  20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e    77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69  | .....https://en.wikipedia.org/wi | 
| 8b160 |  6b 69 2f 4e 65 67 61 74 69 76 65 5f 62 69 6e 6f    6d 69 61 6c 5f 64 69 73 74 72 69 62 75 74 69 6f  | ki/Negative_binomial_distributio | 
| 8b180 |  6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70    6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | n..........Examples.........---- | 
| 8b1a0 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61    77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74  | ----.........Draw.samples.from.t | 
| 8b1c0 |  68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a    0a 0a 20 20 20 20 20 20 20 20 41 20 72 65 61 6c  | he.distribution:..........A.real | 
| 8b1e0 |  20 77 6f 72 6c 64 20 65 78 61 6d 70 6c 65 2e 20    41 20 63 6f 6d 70 61 6e 79 20 64 72 69 6c 6c 73  | .world.example..A.company.drills | 
| 8b200 |  20 77 69 6c 64 2d 63 61 74 20 6f 69 6c 0a 20 20    20 20 20 20 20 20 65 78 70 6c 6f 72 61 74 69 6f  | .wild-cat.oil.........exploratio | 
| 8b220 |  6e 20 77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69    74 68 20 61 6e 20 65 73 74 69 6d 61 74 65 64 20  | n.wells,.each.with.an.estimated. | 
| 8b240 |  70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20    20 20 20 20 20 20 20 73 75 63 63 65 73 73 20 6f  | probability.of.........success.o | 
| 8b260 |  66 20 30 2e 31 2e 20 20 57 68 61 74 20 69 73 20    74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20  | f.0.1...What.is.the.probability. | 
| 8b280 |  6f 66 20 68 61 76 69 6e 67 20 6f 6e 65 20 73 75    63 63 65 73 73 0a 20 20 20 20 20 20 20 20 66 6f  | of.having.one.success.........fo | 
| 8b2a0 |  72 20 65 61 63 68 20 73 75 63 63 65 73 73 69 76    65 20 77 65 6c 6c 2c 20 74 68 61 74 20 69 73 20  | r.each.successive.well,.that.is. | 
| 8b2c0 |  77 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62    61 62 69 6c 69 74 79 20 6f 66 20 61 0a 20 20 20  | what.is.the.probability.of.a.... | 
| 8b2e0 |  20 20 20 20 20 73 69 6e 67 6c 65 20 73 75 63 63    65 73 73 20 61 66 74 65 72 20 64 72 69 6c 6c 69  | .....single.success.after.drilli | 
| 8b300 |  6e 67 20 35 20 77 65 6c 6c 73 2c 20 61 66 74 65    72 20 36 20 77 65 6c 6c 73 2c 20 65 74 63 2e 3f  | ng.5.wells,.after.6.wells,.etc.? | 
| 8b320 |  0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20    3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6e 65 67 61  | ..........>>>.s.=.np.random.nega | 
| 8b340 |  74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 28 31 2c    20 30 2e 31 2c 20 31 30 30 30 30 30 29 0a 20 20  | tive_binomial(1,.0.1,.100000)... | 
| 8b360 |  20 20 20 20 20 20 3e 3e 3e 20 66 6f 72 20 69 20    69 6e 20 72 61 6e 67 65 28 31 2c 20 31 31 29 3a  | ......>>>.for.i.in.range(1,.11): | 
| 8b380 |  20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49    50 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20  | .#.doctest:.+SKIP............... | 
| 8b3a0 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 3d 20 73    75 6d 28 73 3c 69 29 20 2f 20 31 30 30 30 30 30  | .probability.=.sum(s<i)./.100000 | 
| 8b3c0 |  2e 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20    20 70 72 69 6e 74 28 69 2c 20 22 77 65 6c 6c 73  | .................print(i,."wells | 
| 8b3e0 |  20 64 72 69 6c 6c 65 64 2c 20 70 72 6f 62 61 62    69 6c 69 74 79 20 6f 66 20 6f 6e 65 20 73 75 63  | .drilled,.probability.of.one.suc | 
| 8b400 |  63 65 73 73 20 3d 22 2c 20 70 72 6f 62 61 62 69    6c 69 74 79 29 0a 0a 20 20 20 20 20 20 20 20 00  | cess.=",.probability)........... | 
| 8b420 |  0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 76 61    72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d 65 61  | .........multivariate_normal(mea | 
| 8b440 |  6e 2c 20 63 6f 76 2c 20 73 69 7a 65 3d 4e 6f 6e    65 2c 20 63 68 65 63 6b 5f 76 61 6c 69 64 3d 27  | n,.cov,.size=None,.check_valid=' | 
| 8b460 |  77 61 72 6e 27 2c 20 74 6f 6c 3d 31 65 2d 38 29    0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 72  | warn',.tol=1e-8)..........Draw.r | 
| 8b480 |  61 6e 64 6f 6d 20 73 61 6d 70 6c 65 73 20 66 72    6f 6d 20 61 20 6d 75 6c 74 69 76 61 72 69 61 74  | andom.samples.from.a.multivariat | 
| 8b4a0 |  65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20  | e.normal.distribution........... | 
| 8b4c0 |  54 68 65 20 6d 75 6c 74 69 76 61 72 69 61 74 65    20 6e 6f 72 6d 61 6c 2c 20 6d 75 6c 74 69 6e 6f  | The.multivariate.normal,.multino | 
| 8b4e0 |  72 6d 61 6c 20 6f 72 20 47 61 75 73 73 69 61 6e    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73  | rmal.or.Gaussian.distribution.is | 
| 8b500 |  20 61 0a 20 20 20 20 20 20 20 20 67 65 6e 65 72    61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 74 68 65  | .a.........generalization.of.the | 
| 8b520 |  20 6f 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c    20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75  | .one-dimensional.normal.distribu | 
| 8b540 |  74 69 6f 6e 20 74 6f 20 68 69 67 68 65 72 0a 20    20 20 20 20 20 20 20 64 69 6d 65 6e 73 69 6f 6e  | tion.to.higher.........dimension | 
| 8b560 |  73 2e 20 20 53 75 63 68 20 61 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 69 73 20 73 70 65 63 69  | s...Such.a.distribution.is.speci | 
| 8b580 |  66 69 65 64 20 62 79 20 69 74 73 20 6d 65 61 6e    20 61 6e 64 0a 20 20 20 20 20 20 20 20 63 6f 76  | fied.by.its.mean.and.........cov | 
| 8b5a0 |  61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 2e 20    20 54 68 65 73 65 20 70 61 72 61 6d 65 74 65 72  | ariance.matrix...These.parameter | 
| 8b5c0 |  73 20 61 72 65 20 61 6e 61 6c 6f 67 6f 75 73 20    74 6f 20 74 68 65 20 6d 65 61 6e 0a 20 20 20 20  | s.are.analogous.to.the.mean..... | 
| 8b5e0 |  20 20 20 20 28 61 76 65 72 61 67 65 20 6f 72 20    22 63 65 6e 74 65 72 22 29 20 61 6e 64 20 76 61  | ....(average.or."center").and.va | 
| 8b600 |  72 69 61 6e 63 65 20 28 73 74 61 6e 64 61 72 64    20 64 65 76 69 61 74 69 6f 6e 2c 20 6f 72 20 22  | riance.(standard.deviation,.or." | 
| 8b620 |  77 69 64 74 68 2c 22 0a 20 20 20 20 20 20 20 20    73 71 75 61 72 65 64 29 20 6f 66 20 74 68 65 20  | width,".........squared).of.the. | 
| 8b640 |  6f 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20    6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74  | one-dimensional.normal.distribut | 
| 8b660 |  69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e    20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20  | ion..............note::......... | 
| 8b680 |  20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f    75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20  | ....New.code.should.use.the..... | 
| 8b6a0 |  20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | ........`~numpy.random.Generator | 
| 8b6c0 |  2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f    72 6d 61 6c 60 0a 20 20 20 20 20 20 20 20 20 20  | .multivariate_normal`........... | 
| 8b6e0 |  20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e  | ..method.of.a.`~numpy.random.Gen | 
| 8b700 |  65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65    20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20  | erator`.instance.instead;....... | 
| 8b720 |  20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65    20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f  | ......please.see.the.:ref:`rando | 
| 8b740 |  6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a    0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74  | m-quick-start`...........Paramet | 
| 8b760 |  65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d  | ers.........----------.........m | 
| 8b780 |  65 61 6e 20 3a 20 31 2d 44 20 61 72 72 61 79 5f    6c 69 6b 65 2c 20 6f 66 20 6c 65 6e 67 74 68 20  | ean.:.1-D.array_like,.of.length. | 
| 8b7a0 |  4e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 65    61 6e 20 6f 66 20 74 68 65 20 4e 2d 64 69 6d 65  | N.............Mean.of.the.N-dime | 
| 8b7c0 |  6e 73 69 6f 6e 61 6c 20 64 69 73 74 72 69 62 75    74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 63 6f  | nsional.distribution..........co | 
| 8b7e0 |  76 20 3a 20 32 2d 44 20 61 72 72 61 79 5f 6c 69    6b 65 2c 20 6f 66 20 73 68 61 70 65 20 28 4e 2c  | v.:.2-D.array_like,.of.shape.(N, | 
| 8b800 |  20 4e 29 0a 20 20 20 20 20 20 20 20 20 20 20 20    43 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69  | .N).............Covariance.matri | 
| 8b820 |  78 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2e 20 49 74 20 6d 75 73 74 20 62  | x.of.the.distribution..It.must.b | 
| 8b840 |  65 20 73 79 6d 6d 65 74 72 69 63 20 61 6e 64 0a    20 20 20 20 20 20 20 20 20 20 20 20 70 6f 73 69  | e.symmetric.and.............posi | 
| 8b860 |  74 69 76 65 2d 73 65 6d 69 64 65 66 69 6e 69 74    65 20 66 6f 72 20 70 72 6f 70 65 72 20 73 61 6d  | tive-semidefinite.for.proper.sam | 
| 8b880 |  70 6c 69 6e 67 2e 0a 20 20 20 20 20 20 20 20 73    69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70  | pling..........size.:.int.or.tup | 
| 8b8a0 |  6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69    6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20  | le.of.ints,.optional............ | 
| 8b8c0 |  20 47 69 76 65 6e 20 61 20 73 68 61 70 65 20 6f    66 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c 20  | .Given.a.shape.of,.for.example,. | 
| 8b8e0 |  60 60 28 6d 2c 6e 2c 6b 29 60 60 2c 20 60 60 6d    2a 6e 2a 6b 60 60 20 73 61 6d 70 6c 65 73 20 61  | ``(m,n,k)``,.``m*n*k``.samples.a | 
| 8b900 |  72 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 67    65 6e 65 72 61 74 65 64 2c 20 61 6e 64 20 70 61  | re.............generated,.and.pa | 
| 8b920 |  63 6b 65 64 20 69 6e 20 61 6e 20 60 6d 60 2d 62    79 2d 60 6e 60 2d 62 79 2d 60 6b 60 20 61 72 72  | cked.in.an.`m`-by-`n`-by-`k`.arr | 
| 8b940 |  61 6e 67 65 6d 65 6e 74 2e 20 20 42 65 63 61 75    73 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 65  | angement...Because.............e | 
| 8b960 |  61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 60 4e    60 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 2c 20 74  | ach.sample.is.`N`-dimensional,.t | 
| 8b980 |  68 65 20 6f 75 74 70 75 74 20 73 68 61 70 65 20    69 73 20 60 60 28 6d 2c 6e 2c 6b 2c 4e 29 60 60  | he.output.shape.is.``(m,n,k,N)`` | 
| 8b9a0 |  2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66    20 6e 6f 20 73 68 61 70 65 20 69 73 20 73 70 65  | ..............If.no.shape.is.spe | 
| 8b9c0 |  63 69 66 69 65 64 2c 20 61 20 73 69 6e 67 6c 65    20 28 60 4e 60 2d 44 29 20 73 61 6d 70 6c 65 20  | cified,.a.single.(`N`-D).sample. | 
| 8b9e0 |  69 73 20 72 65 74 75 72 6e 65 64 2e 0a 20 20 20    20 20 20 20 20 63 68 65 63 6b 5f 76 61 6c 69 64  | is.returned..........check_valid | 
| 8ba00 |  20 3a 20 7b 20 27 77 61 72 6e 27 2c 20 27 72 61    69 73 65 27 2c 20 27 69 67 6e 6f 72 65 27 20 7d  | .:.{.'warn',.'raise',.'ignore'.} | 
| 8ba20 |  2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20    20 20 20 20 20 20 20 42 65 68 61 76 69 6f 72 20  | ,.optional.............Behavior. | 
| 8ba40 |  77 68 65 6e 20 74 68 65 20 63 6f 76 61 72 69 61    6e 63 65 20 6d 61 74 72 69 78 20 69 73 20 6e 6f  | when.the.covariance.matrix.is.no | 
| 8ba60 |  74 20 70 6f 73 69 74 69 76 65 20 73 65 6d 69 64    65 66 69 6e 69 74 65 2e 0a 20 20 20 20 20 20 20  | t.positive.semidefinite......... | 
| 8ba80 |  20 74 6f 6c 20 3a 20 66 6c 6f 61 74 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | .tol.:.float,.optional.......... | 
| 8baa0 |  20 20 20 54 6f 6c 65 72 61 6e 63 65 20 77 68 65    6e 20 63 68 65 63 6b 69 6e 67 20 74 68 65 20 73  | ...Tolerance.when.checking.the.s | 
| 8bac0 |  69 6e 67 75 6c 61 72 20 76 61 6c 75 65 73 20 69    6e 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61 74  | ingular.values.in.covariance.mat | 
| 8bae0 |  72 69 78 2e 0a 20 20 20 20 20 20 20 20 20 20 20    20 63 6f 76 20 69 73 20 63 61 73 74 20 74 6f 20  | rix..............cov.is.cast.to. | 
| 8bb00 |  64 6f 75 62 6c 65 20 62 65 66 6f 72 65 20 74 68    65 20 63 68 65 63 6b 2e 0a 0a 20 20 20 20 20 20  | double.before.the.check......... | 
| 8bb20 |  20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | ..Returns.........-------....... | 
| 8bb40 |  20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 0a    20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20  | ..out.:.ndarray.............The. | 
| 8bb60 |  64 72 61 77 6e 20 73 61 6d 70 6c 65 73 2c 20 6f    66 20 73 68 61 70 65 20 2a 73 69 7a 65 2a 2c 20  | drawn.samples,.of.shape.*size*,. | 
| 8bb80 |  69 66 20 74 68 61 74 20 77 61 73 20 70 72 6f 76    69 64 65 64 2e 20 20 49 66 20 6e 6f 74 2c 0a 20  | if.that.was.provided...If.not,.. | 
| 8bba0 |  20 20 20 20 20 20 20 20 20 20 20 74 68 65 20 73    68 61 70 65 20 69 73 20 60 60 28 4e 2c 29 60 60  | ...........the.shape.is.``(N,)`` | 
| 8bbc0 |  2e 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 49    6e 20 6f 74 68 65 72 20 77 6f 72 64 73 2c 20 65  | ...............In.other.words,.e | 
| 8bbe0 |  61 63 68 20 65 6e 74 72 79 20 60 60 6f 75 74 5b    69 2c 6a 2c 2e 2e 2e 2c 3a 5d 60 60 20 69 73 20  | ach.entry.``out[i,j,...,:]``.is. | 
| 8bc00 |  61 6e 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c    0a 20 20 20 20 20 20 20 20 20 20 20 20 76 61 6c  | an.N-dimensional.............val | 
| 8bc20 |  75 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 74 68    65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a  | ue.drawn.from.the.distribution.. | 
| 8bc40 |  0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73    6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .........See.Also.........------ | 
| 8bc60 |  2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f    6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6d 75 6c 74  | --.........random.Generator.mult | 
| 8bc80 |  69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 3a    20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65  | ivariate_normal:.which.should.be | 
| 8bca0 |  20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f    64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74  | .used.for.new.code...........Not | 
| 8bcc0 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65 61  | es.........-----.........The.mea | 
| 8bce0 |  6e 20 69 73 20 61 20 63 6f 6f 72 64 69 6e 61 74    65 20 69 6e 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e  | n.is.a.coordinate.in.N-dimension | 
| 8bd00 |  61 6c 20 73 70 61 63 65 2c 20 77 68 69 63 68 20    72 65 70 72 65 73 65 6e 74 73 20 74 68 65 0a 20  | al.space,.which.represents.the.. | 
| 8bd20 |  20 20 20 20 20 20 20 6c 6f 63 61 74 69 6f 6e 20    77 68 65 72 65 20 73 61 6d 70 6c 65 73 20 61 72  | .......location.where.samples.ar | 
| 8bd40 |  65 20 6d 6f 73 74 20 6c 69 6b 65 6c 79 20 74 6f    20 62 65 20 67 65 6e 65 72 61 74 65 64 2e 20 20  | e.most.likely.to.be.generated... | 
| 8bd60 |  54 68 69 73 20 69 73 0a 20 20 20 20 20 20 20 20    61 6e 61 6c 6f 67 6f 75 73 20 74 6f 20 74 68 65  | This.is.........analogous.to.the | 
| 8bd80 |  20 70 65 61 6b 20 6f 66 20 74 68 65 20 62 65 6c    6c 20 63 75 72 76 65 20 66 6f 72 20 74 68 65 20  | .peak.of.the.bell.curve.for.the. | 
| 8bda0 |  6f 6e 65 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20    6f 72 0a 20 20 20 20 20 20 20 20 75 6e 69 76 61  | one-dimensional.or.........univa | 
| 8bdc0 |  72 69 61 74 65 20 6e 6f 72 6d 61 6c 20 64 69 73    74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20  | riate.normal.distribution....... | 
| 8bde0 |  20 20 20 20 43 6f 76 61 72 69 61 6e 63 65 20 69    6e 64 69 63 61 74 65 73 20 74 68 65 20 6c 65 76  | ....Covariance.indicates.the.lev | 
| 8be00 |  65 6c 20 74 6f 20 77 68 69 63 68 20 74 77 6f 20    76 61 72 69 61 62 6c 65 73 20 76 61 72 79 20 74  | el.to.which.two.variables.vary.t | 
| 8be20 |  6f 67 65 74 68 65 72 2e 0a 20 20 20 20 20 20 20    20 46 72 6f 6d 20 74 68 65 20 6d 75 6c 74 69 76  | ogether..........From.the.multiv | 
| 8be40 |  61 72 69 61 74 65 20 6e 6f 72 6d 61 6c 20 64 69    73 74 72 69 62 75 74 69 6f 6e 2c 20 77 65 20 64  | ariate.normal.distribution,.we.d | 
| 8be60 |  72 61 77 20 4e 2d 64 69 6d 65 6e 73 69 6f 6e 61    6c 0a 20 20 20 20 20 20 20 20 73 61 6d 70 6c 65  | raw.N-dimensional.........sample | 
| 8be80 |  73 2c 20 3a 6d 61 74 68 3a 60 58 20 3d 20 5b 78    5f 31 2c 20 78 5f 32 2c 20 2e 2e 2e 20 78 5f 4e  | s,.:math:`X.=.[x_1,.x_2,.....x_N | 
| 8bea0 |  5d 60 2e 20 20 54 68 65 20 63 6f 76 61 72 69 61    6e 63 65 20 6d 61 74 72 69 78 0a 20 20 20 20 20  | ]`...The.covariance.matrix...... | 
| 8bec0 |  20 20 20 65 6c 65 6d 65 6e 74 20 3a 6d 61 74 68    3a 60 43 5f 7b 69 6a 7d 60 20 69 73 20 74 68 65  | ...element.:math:`C_{ij}`.is.the | 
| 8bee0 |  20 63 6f 76 61 72 69 61 6e 63 65 20 6f 66 20 3a    6d 61 74 68 3a 60 78 5f 69 60 20 61 6e 64 20 3a  | .covariance.of.:math:`x_i`.and.: | 
| 8bf00 |  6d 61 74 68 3a 60 78 5f 6a 60 2e 0a 20 20 20 20    20 20 20 20 54 68 65 20 65 6c 65 6d 65 6e 74 20  | math:`x_j`..........The.element. | 
| 8bf20 |  3a 6d 61 74 68 3a 60 43 5f 7b 69 69 7d 60 20 69    73 20 74 68 65 20 76 61 72 69 61 6e 63 65 20 6f  | :math:`C_{ii}`.is.the.variance.o | 
| 8bf40 |  66 20 3a 6d 61 74 68 3a 60 78 5f 69 60 20 28 69    2e 65 2e 20 69 74 73 0a 20 20 20 20 20 20 20 20  | f.:math:`x_i`.(i.e..its......... | 
| 8bf60 |  22 73 70 72 65 61 64 22 29 2e 0a 0a 20 20 20 20    20 20 20 20 49 6e 73 74 65 61 64 20 6f 66 20 73  | "spread")...........Instead.of.s | 
| 8bf80 |  70 65 63 69 66 79 69 6e 67 20 74 68 65 20 66 75    6c 6c 20 63 6f 76 61 72 69 61 6e 63 65 20 6d 61  | pecifying.the.full.covariance.ma | 
| 8bfa0 |  74 72 69 78 2c 20 70 6f 70 75 6c 61 72 0a 20 20    20 20 20 20 20 20 61 70 70 72 6f 78 69 6d 61 74  | trix,.popular.........approximat | 
| 8bfc0 |  69 6f 6e 73 20 69 6e 63 6c 75 64 65 3a 0a 0a 20    20 20 20 20 20 20 20 20 20 2d 20 53 70 68 65 72  | ions.include:............-.Spher | 
| 8bfe0 |  69 63 61 6c 20 63 6f 76 61 72 69 61 6e 63 65 20    28 60 63 6f 76 60 20 69 73 20 61 20 6d 75 6c 74  | ical.covariance.(`cov`.is.a.mult | 
| 8c000 |  69 70 6c 65 20 6f 66 20 74 68 65 20 69 64 65 6e    74 69 74 79 20 6d 61 74 72 69 78 29 0a 20 20 20  | iple.of.the.identity.matrix).... | 
| 8c020 |  20 20 20 20 20 20 20 2d 20 44 69 61 67 6f 6e 61    6c 20 63 6f 76 61 72 69 61 6e 63 65 20 28 60 63  | .......-.Diagonal.covariance.(`c | 
| 8c040 |  6f 76 60 20 68 61 73 20 6e 6f 6e 2d 6e 65 67 61    74 69 76 65 20 65 6c 65 6d 65 6e 74 73 2c 20 61  | ov`.has.non-negative.elements,.a | 
| 8c060 |  6e 64 20 6f 6e 6c 79 20 6f 6e 0a 20 20 20 20 20    20 20 20 20 20 20 20 74 68 65 20 64 69 61 67 6f  | nd.only.on.............the.diago | 
| 8c080 |  6e 61 6c 29 0a 0a 20 20 20 20 20 20 20 20 54 68    69 73 20 67 65 6f 6d 65 74 72 69 63 61 6c 20 70  | nal)..........This.geometrical.p | 
| 8c0a0 |  72 6f 70 65 72 74 79 20 63 61 6e 20 62 65 20 73    65 65 6e 20 69 6e 20 74 77 6f 20 64 69 6d 65 6e  | roperty.can.be.seen.in.two.dimen | 
| 8c0c0 |  73 69 6f 6e 73 20 62 79 20 70 6c 6f 74 74 69 6e    67 0a 20 20 20 20 20 20 20 20 67 65 6e 65 72 61  | sions.by.plotting.........genera | 
| 8c0e0 |  74 65 64 20 64 61 74 61 2d 70 6f 69 6e 74 73 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65  | ted.data-points:..........>>>.me | 
| 8c100 |  61 6e 20 3d 20 5b 30 2c 20 30 5d 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 63 6f 76 20 3d 20 5b 5b  | an.=.[0,.0].........>>>.cov.=.[[ | 
| 8c120 |  31 2c 20 30 5d 2c 20 5b 30 2c 20 31 30 30 5d 5d    20 20 23 20 64 69 61 67 6f 6e 61 6c 20 63 6f 76  | 1,.0],.[0,.100]]..#.diagonal.cov | 
| 8c140 |  61 72 69 61 6e 63 65 0a 0a 20 20 20 20 20 20 20    20 44 69 61 67 6f 6e 61 6c 20 63 6f 76 61 72 69  | ariance..........Diagonal.covari | 
| 8c160 |  61 6e 63 65 20 6d 65 61 6e 73 20 74 68 61 74 20    70 6f 69 6e 74 73 20 61 72 65 20 6f 72 69 65 6e  | ance.means.that.points.are.orien | 
| 8c180 |  74 65 64 20 61 6c 6f 6e 67 20 78 20 6f 72 20 79    2d 61 78 69 73 3a 0a 0a 20 20 20 20 20 20 20 20  | ted.along.x.or.y-axis:.......... | 
| 8c1a0 |  3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c    6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20  | >>>.import.matplotlib.pyplot.as. | 
| 8c1c0 |  70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    78 2c 20 79 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d  | plt.........>>>.x,.y.=.np.random | 
| 8c1e0 |  2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f    72 6d 61 6c 28 6d 65 61 6e 2c 20 63 6f 76 2c 20  | .multivariate_normal(mean,.cov,. | 
| 8c200 |  35 30 30 30 29 2e 54 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 2c 20  | 5000).T.........>>>.plt.plot(x,. | 
| 8c220 |  79 2c 20 27 78 27 29 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 61 78 69 73 28 27 65 71  | y,.'x').........>>>.plt.axis('eq | 
| 8c240 |  75 61 6c 27 29 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20  | ual').........>>>.plt.show().... | 
| 8c260 |  20 20 20 20 20 20 4e 6f 74 65 20 74 68 61 74 20    74 68 65 20 63 6f 76 61 72 69 61 6e 63 65 20 6d  | ......Note.that.the.covariance.m | 
| 8c280 |  61 74 72 69 78 20 6d 75 73 74 20 62 65 20 70 6f    73 69 74 69 76 65 20 73 65 6d 69 64 65 66 69 6e  | atrix.must.be.positive.semidefin | 
| 8c2a0 |  69 74 65 20 28 61 2e 6b 2e 61 2e 0a 20 20 20 20    20 20 20 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2d  | ite.(a.k.a..........nonnegative- | 
| 8c2c0 |  64 65 66 69 6e 69 74 65 29 2e 20 4f 74 68 65 72    77 69 73 65 2c 20 74 68 65 20 62 65 68 61 76 69  | definite)..Otherwise,.the.behavi | 
| 8c2e0 |  6f 72 20 6f 66 20 74 68 69 73 20 6d 65 74 68 6f    64 20 69 73 0a 20 20 20 20 20 20 20 20 75 6e 64  | or.of.this.method.is.........und | 
| 8c300 |  65 66 69 6e 65 64 20 61 6e 64 20 62 61 63 6b 77    61 72 64 73 20 63 6f 6d 70 61 74 69 62 69 6c 69  | efined.and.backwards.compatibili | 
| 8c320 |  74 79 20 69 73 20 6e 6f 74 20 67 75 61 72 61 6e    74 65 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52  | ty.is.not.guaranteed...........R | 
| 8c340 |  65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | eferences.........----------.... | 
| 8c360 |  20 20 20 20 20 2e 2e 20 5b 31 5d 20 50 61 70 6f    75 6c 69 73 2c 20 41 2e 2c 20 22 50 72 6f 62 61  | ........[1].Papoulis,.A.,."Proba | 
| 8c380 |  62 69 6c 69 74 79 2c 20 52 61 6e 64 6f 6d 20 56    61 72 69 61 62 6c 65 73 2c 20 61 6e 64 20 53 74  | bility,.Random.Variables,.and.St | 
| 8c3a0 |  6f 63 68 61 73 74 69 63 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 50 72 6f 63 65 73 73 65  | ochastic................Processe | 
| 8c3c0 |  73 2c 22 20 33 72 64 20 65 64 2e 2c 20 4e 65 77    20 59 6f 72 6b 3a 20 4d 63 47 72 61 77 2d 48 69  | s,".3rd.ed.,.New.York:.McGraw-Hi | 
| 8c3e0 |  6c 6c 2c 20 31 39 39 31 2e 0a 20 20 20 20 20 20    20 20 2e 2e 20 5b 32 5d 20 44 75 64 61 2c 20 52  | ll,.1991.............[2].Duda,.R | 
| 8c400 |  2e 20 4f 2e 2c 20 48 61 72 74 2c 20 50 2e 20 45    2e 2c 20 61 6e 64 20 53 74 6f 72 6b 2c 20 44 2e  | ..O.,.Hart,.P..E.,.and.Stork,.D. | 
| 8c420 |  20 47 2e 2c 20 22 50 61 74 74 65 72 6e 0a 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 43 6c 61  | .G.,."Pattern................Cla | 
| 8c440 |  73 73 69 66 69 63 61 74 69 6f 6e 2c 22 20 32 6e    64 20 65 64 2e 2c 20 4e 65 77 20 59 6f 72 6b 3a  | ssification,".2nd.ed.,.New.York: | 
| 8c460 |  20 57 69 6c 65 79 2c 20 32 30 30 31 2e 0a 0a 20    20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a  | .Wiley,.2001...........Examples. | 
| 8c480 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61  | ........--------.........>>>.mea | 
| 8c4a0 |  6e 20 3d 20 28 31 2c 20 32 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 63 6f 76 20 3d 20 5b 5b 31  | n.=.(1,.2).........>>>.cov.=.[[1 | 
| 8c4c0 |  2c 20 30 5d 2c 20 5b 30 2c 20 31 5d 5d 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70  | ,.0],.[0,.1]].........>>>.x.=.np | 
| 8c4e0 |  2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74 69 76 61 72    69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d 65 61 6e  | .random.multivariate_normal(mean | 
| 8c500 |  2c 20 63 6f 76 2c 20 28 33 2c 20 33 29 29 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 78 2e 73 68 61  | ,.cov,.(3,.3)).........>>>.x.sha | 
| 8c520 |  70 65 0a 20 20 20 20 20 20 20 20 28 33 2c 20 33    2c 20 32 29 0a 0a 20 20 20 20 20 20 20 20 48 65  | pe.........(3,.3,.2)..........He | 
| 8c540 |  72 65 20 77 65 20 67 65 6e 65 72 61 74 65 20 38    30 30 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20  | re.we.generate.800.samples.from. | 
| 8c560 |  74 68 65 20 62 69 76 61 72 69 61 74 65 20 6e 6f    72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f  | the.bivariate.normal.distributio | 
| 8c580 |  6e 0a 20 20 20 20 20 20 20 20 77 69 74 68 20 6d    65 61 6e 20 5b 30 2c 20 30 5d 20 61 6e 64 20 63  | n.........with.mean.[0,.0].and.c | 
| 8c5a0 |  6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78    20 5b 5b 36 2c 20 2d 33 5d 2c 20 5b 2d 33 2c 20  | ovariance.matrix.[[6,.-3],.[-3,. | 
| 8c5c0 |  33 2e 35 5d 5d 2e 20 20 54 68 65 0a 20 20 20 20    20 20 20 20 65 78 70 65 63 74 65 64 20 76 61 72  | 3.5]]...The.........expected.var | 
| 8c5e0 |  69 61 6e 63 65 73 20 6f 66 20 74 68 65 20 66 69    72 73 74 20 61 6e 64 20 73 65 63 6f 6e 64 20 63  | iances.of.the.first.and.second.c | 
| 8c600 |  6f 6d 70 6f 6e 65 6e 74 73 20 6f 66 20 74 68 65    20 73 61 6d 70 6c 65 0a 20 20 20 20 20 20 20 20  | omponents.of.the.sample......... | 
| 8c620 |  61 72 65 20 36 20 61 6e 64 20 33 2e 35 2c 20 72    65 73 70 65 63 74 69 76 65 6c 79 2c 20 61 6e 64  | are.6.and.3.5,.respectively,.and | 
| 8c640 |  20 74 68 65 20 65 78 70 65 63 74 65 64 20 63 6f    72 72 65 6c 61 74 69 6f 6e 0a 20 20 20 20 20 20  | .the.expected.correlation....... | 
| 8c660 |  20 20 63 6f 65 66 66 69 63 69 65 6e 74 20 69 73    20 2d 33 2f 73 71 72 74 28 36 2a 33 2e 35 29 20  | ..coefficient.is.-3/sqrt(6*3.5). | 
| 8c680 |  e2 89 88 20 2d 30 2e 36 35 34 36 35 2e 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 76 20 3d  | ....-0.65465...........>>>.cov.= | 
| 8c6a0 |  20 6e 70 2e 61 72 72 61 79 28 5b 5b 36 2c 20 2d    33 5d 2c 20 5b 2d 33 2c 20 33 2e 35 5d 5d 29 0a  | .np.array([[6,.-3],.[-3,.3.5]]). | 
| 8c6c0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 70 74 73 20    3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74  | ........>>>.pts.=.np.random.mult | 
| 8c6e0 |  69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28    5b 30 2c 20 30 5d 2c 20 63 6f 76 2c 20 73 69 7a  | ivariate_normal([0,.0],.cov,.siz | 
| 8c700 |  65 3d 38 30 30 29 0a 0a 20 20 20 20 20 20 20 20    43 68 65 63 6b 20 74 68 61 74 20 74 68 65 20 6d  | e=800)..........Check.that.the.m | 
| 8c720 |  65 61 6e 2c 20 63 6f 76 61 72 69 61 6e 63 65 2c    20 61 6e 64 20 63 6f 72 72 65 6c 61 74 69 6f 6e  | ean,.covariance,.and.correlation | 
| 8c740 |  20 63 6f 65 66 66 69 63 69 65 6e 74 20 6f 66 20    74 68 65 0a 20 20 20 20 20 20 20 20 73 61 6d 70  | .coefficient.of.the.........samp | 
| 8c760 |  6c 65 20 61 72 65 20 63 6c 6f 73 65 20 74 6f 20    74 68 65 20 65 78 70 65 63 74 65 64 20 76 61 6c  | le.are.close.to.the.expected.val | 
| 8c780 |  75 65 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 70 74 73 2e 6d 65 61 6e 28 61 78 69 73 3d  | ues:..........>>>.pts.mean(axis= | 
| 8c7a0 |  30 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79    28 5b 20 30 2e 30 33 32 36 39 31 31 20 2c 20 2d  | 0).........array([.0.0326911.,.- | 
| 8c7c0 |  30 2e 30 31 32 38 30 37 38 32 5d 29 20 20 23 20    6d 61 79 20 76 61 72 79 0a 20 20 20 20 20 20 20  | 0.01280782])..#.may.vary........ | 
| 8c7e0 |  20 3e 3e 3e 20 6e 70 2e 63 6f 76 28 70 74 73 2e    54 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79  | .>>>.np.cov(pts.T).........array | 
| 8c800 |  28 5b 5b 20 35 2e 39 36 32 30 32 33 39 37 2c 20    2d 32 2e 38 35 36 30 32 32 38 37 5d 2c 0a 20 20  | ([[.5.96202397,.-2.85602287],... | 
| 8c820 |  20 20 20 20 20 20 20 20 20 20 20 20 20 5b 2d 32    2e 38 35 36 30 32 32 38 37 2c 20 20 33 2e 34 37  | .............[-2.85602287,..3.47 | 
| 8c840 |  36 31 33 39 34 39 5d 5d 29 20 20 23 20 6d 61 79    20 76 61 72 79 0a 20 20 20 20 20 20 20 20 3e 3e  | 613949]])..#.may.vary.........>> | 
| 8c860 |  3e 20 6e 70 2e 63 6f 72 72 63 6f 65 66 28 70 74    73 2e 54 29 5b 30 2c 20 31 5d 0a 20 20 20 20 20  | >.np.corrcoef(pts.T)[0,.1]...... | 
| 8c880 |  20 20 20 2d 30 2e 36 32 37 33 35 39 31 33 31 34    36 30 33 39 34 39 20 20 23 20 6d 61 79 20 76 61  | ...-0.6273591314603949..#.may.va | 
| 8c8a0 |  72 79 0a 0a 20 20 20 20 20 20 20 20 57 65 20 63    61 6e 20 76 69 73 75 61 6c 69 7a 65 20 74 68 69  | ry..........We.can.visualize.thi | 
| 8c8c0 |  73 20 64 61 74 61 20 77 69 74 68 20 61 20 73 63    61 74 74 65 72 20 70 6c 6f 74 2e 20 20 54 68 65  | s.data.with.a.scatter.plot...The | 
| 8c8e0 |  20 6f 72 69 65 6e 74 61 74 69 6f 6e 0a 20 20 20    20 20 20 20 20 6f 66 20 74 68 65 20 70 6f 69 6e  | .orientation.........of.the.poin | 
| 8c900 |  74 20 63 6c 6f 75 64 20 69 6c 6c 75 73 74 72 61    74 65 73 20 74 68 65 20 6e 65 67 61 74 69 76 65  | t.cloud.illustrates.the.negative | 
| 8c920 |  20 63 6f 72 72 65 6c 61 74 69 6f 6e 20 6f 66 20    74 68 65 0a 20 20 20 20 20 20 20 20 63 6f 6d 70  | .correlation.of.the.........comp | 
| 8c940 |  6f 6e 65 6e 74 73 20 6f 66 20 74 68 69 73 20 73    61 6d 70 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20  | onents.of.this.sample........... | 
| 8c960 |  3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c    6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20  | >>>.import.matplotlib.pyplot.as. | 
| 8c980 |  70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    70 6c 74 2e 70 6c 6f 74 28 70 74 73 5b 3a 2c 20  | plt.........>>>.plt.plot(pts[:,. | 
| 8c9a0 |  30 5d 2c 20 70 74 73 5b 3a 2c 20 31 5d 2c 20 27    2e 27 2c 20 61 6c 70 68 61 3d 30 2e 35 29 0a 20  | 0],.pts[:,.1],.'.',.alpha=0.5).. | 
| 8c9c0 |  20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 61    78 69 73 28 27 65 71 75 61 6c 27 29 0a 20 20 20  | .......>>>.plt.axis('equal').... | 
| 8c9e0 |  20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 67 72 69    64 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .....>>>.plt.grid().........>>>. | 
| 8ca00 |  70 6c 74 2e 73 68 6f 77 28 29 0a 20 20 20 20 20    20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00  | plt.show()...................... | 
| 8ca20 |  0a 20 20 20 20 20 20 20 20 6d 75 6c 74 69 6e 6f    6d 69 61 6c 28 6e 2c 20 70 76 61 6c 73 2c 20 73  | .........multinomial(n,.pvals,.s | 
| 8ca40 |  69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20    20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20  | ize=None)..........Draw.samples. | 
| 8ca60 |  66 72 6f 6d 20 61 20 6d 75 6c 74 69 6e 6f 6d 69    61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e  | from.a.multinomial.distribution. | 
| 8ca80 |  0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 75    6c 74 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69  | ..........The.multinomial.distri | 
| 8caa0 |  62 75 74 69 6f 6e 20 69 73 20 61 20 6d 75 6c 74    69 76 61 72 69 61 74 65 20 67 65 6e 65 72 61 6c  | bution.is.a.multivariate.general | 
| 8cac0 |  69 7a 61 74 69 6f 6e 20 6f 66 20 74 68 65 0a 20    20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 20  | ization.of.the.........binomial. | 
| 8cae0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 54    61 6b 65 20 61 6e 20 65 78 70 65 72 69 6d 65 6e  | distribution...Take.an.experimen | 
| 8cb00 |  74 20 77 69 74 68 20 6f 6e 65 20 6f 66 20 60 60    70 60 60 0a 20 20 20 20 20 20 20 20 70 6f 73 73  | t.with.one.of.``p``.........poss | 
| 8cb20 |  69 62 6c 65 20 6f 75 74 63 6f 6d 65 73 2e 20 20    41 6e 20 65 78 61 6d 70 6c 65 20 6f 66 20 73 75  | ible.outcomes...An.example.of.su | 
| 8cb40 |  63 68 20 61 6e 20 65 78 70 65 72 69 6d 65 6e 74    20 69 73 20 74 68 72 6f 77 69 6e 67 20 61 20 64  | ch.an.experiment.is.throwing.a.d | 
| 8cb60 |  69 63 65 2c 0a 20 20 20 20 20 20 20 20 77 68 65    72 65 20 74 68 65 20 6f 75 74 63 6f 6d 65 20 63  | ice,.........where.the.outcome.c | 
| 8cb80 |  61 6e 20 62 65 20 31 20 74 68 72 6f 75 67 68 20    36 2e 20 20 45 61 63 68 20 73 61 6d 70 6c 65 20  | an.be.1.through.6...Each.sample. | 
| 8cba0 |  64 72 61 77 6e 20 66 72 6f 6d 20 74 68 65 0a 20    20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74  | drawn.from.the.........distribut | 
| 8cbc0 |  69 6f 6e 20 72 65 70 72 65 73 65 6e 74 73 20 60    6e 60 20 73 75 63 68 20 65 78 70 65 72 69 6d 65  | ion.represents.`n`.such.experime | 
| 8cbe0 |  6e 74 73 2e 20 20 49 74 73 20 76 61 6c 75 65 73    2c 0a 20 20 20 20 20 20 20 20 60 60 58 5f 69 20  | nts...Its.values,.........``X_i. | 
| 8cc00 |  3d 20 5b 58 5f 30 2c 20 58 5f 31 2c 20 2e 2e 2e    2c 20 58 5f 70 5d 60 60 2c 20 72 65 70 72 65 73  | =.[X_0,.X_1,....,.X_p]``,.repres | 
| 8cc20 |  65 6e 74 20 74 68 65 20 6e 75 6d 62 65 72 20 6f    66 20 74 69 6d 65 73 20 74 68 65 0a 20 20 20 20  | ent.the.number.of.times.the..... | 
| 8cc40 |  20 20 20 20 6f 75 74 63 6f 6d 65 20 77 61 73 20    60 60 69 60 60 2e 0a 0a 20 20 20 20 20 20 20 20  | ....outcome.was.``i``........... | 
| 8cc60 |  2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20    20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73  | ...note::.............New.code.s | 
| 8cc80 |  68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e  | hould.use.the.`~numpy.random.Gen | 
| 8cca0 |  65 72 61 74 6f 72 2e 6d 75 6c 74 69 6e 6f 6d 69    61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20  | erator.multinomial`............. | 
| 8ccc0 |  6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | method.of.a.`~numpy.random.Gener | 
| 8cce0 |  61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69    6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20  | ator`.instance.instead;......... | 
| 8cd00 |  20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74    68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d  | ....please.see.the.:ref:`random- | 
| 8cd20 |  71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20    20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72  | quick-start`...........Parameter | 
| 8cd40 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a  | s.........----------.........n.: | 
| 8cd60 |  20 69 6e 74 0a 20 20 20 20 20 20 20 20 20 20 20    20 4e 75 6d 62 65 72 20 6f 66 20 65 78 70 65 72  | .int.............Number.of.exper | 
| 8cd80 |  69 6d 65 6e 74 73 2e 0a 20 20 20 20 20 20 20 20    70 76 61 6c 73 20 3a 20 73 65 71 75 65 6e 63 65  | iments..........pvals.:.sequence | 
| 8cda0 |  20 6f 66 20 66 6c 6f 61 74 73 2c 20 6c 65 6e 67    74 68 20 70 0a 20 20 20 20 20 20 20 20 20 20 20  | .of.floats,.length.p............ | 
| 8cdc0 |  20 50 72 6f 62 61 62 69 6c 69 74 69 65 73 20 6f    66 20 65 61 63 68 20 6f 66 20 74 68 65 20 60 60  | .Probabilities.of.each.of.the.`` | 
| 8cde0 |  70 60 60 20 64 69 66 66 65 72 65 6e 74 20 6f 75    74 63 6f 6d 65 73 2e 20 20 54 68 65 73 65 0a 20  | p``.different.outcomes...These.. | 
| 8ce00 |  20 20 20 20 20 20 20 20 20 20 20 6d 75 73 74 20    73 75 6d 20 74 6f 20 31 20 28 68 6f 77 65 76 65  | ...........must.sum.to.1.(howeve | 
| 8ce20 |  72 2c 20 74 68 65 20 6c 61 73 74 20 65 6c 65 6d    65 6e 74 20 69 73 20 61 6c 77 61 79 73 20 61 73  | r,.the.last.element.is.always.as | 
| 8ce40 |  73 75 6d 65 64 20 74 6f 0a 20 20 20 20 20 20 20    20 20 20 20 20 61 63 63 6f 75 6e 74 20 66 6f 72  | sumed.to.............account.for | 
| 8ce60 |  20 74 68 65 20 72 65 6d 61 69 6e 69 6e 67 20 70    72 6f 62 61 62 69 6c 69 74 79 2c 20 61 73 20 6c  | .the.remaining.probability,.as.l | 
| 8ce80 |  6f 6e 67 20 61 73 0a 20 20 20 20 20 20 20 20 20    20 20 20 60 60 73 75 6d 28 70 76 61 6c 73 5b 3a  | ong.as.............``sum(pvals[: | 
| 8cea0 |  2d 31 5d 29 20 3c 3d 20 31 29 60 60 2e 0a 20 20    20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74  | -1]).<=.1)``..........size.:.int | 
| 8cec0 |  20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74    73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20  | .or.tuple.of.ints,.optional..... | 
| 8cee0 |  20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73    68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69  | ........Output.shape...If.the.gi | 
| 8cf00 |  76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e    67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60  | ven.shape.is,.e.g.,.``(m,.n,.k)` | 
| 8cf20 |  60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20    20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60  | `,.then.............``m.*.n.*.k` | 
| 8cf40 |  60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72    61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73  | `.samples.are.drawn...Default.is | 
| 8cf60 |  20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20    63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20 20  | .None,.in.which.case.a.......... | 
| 8cf80 |  20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20    69 73 20 72 65 74 75 72 6e 65 64 2e 0a 0a 20 20  | ...single.value.is.returned..... | 
| 8cfa0 |  20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20  | ......Returns.........-------... | 
| 8cfc0 |  20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72    72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20  | ......out.:.ndarray............. | 
| 8cfe0 |  54 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c 65    73 2c 20 6f 66 20 73 68 61 70 65 20 2a 73 69 7a  | The.drawn.samples,.of.shape.*siz | 
| 8d000 |  65 2a 2c 20 69 66 20 74 68 61 74 20 77 61 73 20    70 72 6f 76 69 64 65 64 2e 20 20 49 66 20 6e 6f  | e*,.if.that.was.provided...If.no | 
| 8d020 |  74 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 74    68 65 20 73 68 61 70 65 20 69 73 20 60 60 28 4e  | t,.............the.shape.is.``(N | 
| 8d040 |  2c 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 20    20 20 20 49 6e 20 6f 74 68 65 72 20 77 6f 72 64  | ,)``...............In.other.word | 
| 8d060 |  73 2c 20 65 61 63 68 20 65 6e 74 72 79 20 60 60    6f 75 74 5b 69 2c 6a 2c 2e 2e 2e 2c 3a 5d 60 60  | s,.each.entry.``out[i,j,...,:]`` | 
| 8d080 |  20 69 73 20 61 6e 20 4e 2d 64 69 6d 65 6e 73 69    6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20  | .is.an.N-dimensional............ | 
| 8d0a0 |  20 76 61 6c 75 65 20 64 72 61 77 6e 20 66 72 6f    6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69  | .value.drawn.from.the.distributi | 
| 8d0c0 |  6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65    20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d  | on...........See.Also.........-- | 
| 8d0e0 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72    61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e  | ------.........random.Generator. | 
| 8d100 |  6d 75 6c 74 69 6e 6f 6d 69 61 6c 3a 20 77 68 69    63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65  | multinomial:.which.should.be.use | 
| 8d120 |  64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a    0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65  | d.for.new.code...........Example | 
| 8d140 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 54 68 72 6f 77  | s.........--------.........Throw | 
| 8d160 |  20 61 20 64 69 63 65 20 32 30 20 74 69 6d 65 73    3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e  | .a.dice.20.times:..........>>>.n | 
| 8d180 |  70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74 69 6e 6f    6d 69 61 6c 28 32 30 2c 20 5b 31 2f 36 2e 5d 2a  | p.random.multinomial(20,.[1/6.]* | 
| 8d1a0 |  36 2c 20 73 69 7a 65 3d 31 29 0a 20 20 20 20 20    20 20 20 61 72 72 61 79 28 5b 5b 34 2c 20 31 2c  | 6,.size=1).........array([[4,.1, | 
| 8d1c0 |  20 37 2c 20 35 2c 20 32 2c 20 31 5d 5d 29 20 23    20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20  | .7,.5,.2,.1]]).#.random......... | 
| 8d1e0 |  20 49 74 20 6c 61 6e 64 65 64 20 34 20 74 69 6d    65 73 20 6f 6e 20 31 2c 20 6f 6e 63 65 20 6f 6e  | .It.landed.4.times.on.1,.once.on | 
| 8d200 |  20 32 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20 20    20 20 4e 6f 77 2c 20 74 68 72 6f 77 20 74 68 65  | .2,.etc...........Now,.throw.the | 
| 8d220 |  20 64 69 63 65 20 32 30 20 74 69 6d 65 73 2c 20    61 6e 64 20 32 30 20 74 69 6d 65 73 20 61 67 61  | .dice.20.times,.and.20.times.aga | 
| 8d240 |  69 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 6e 70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74 69  | in:..........>>>.np.random.multi | 
| 8d260 |  6e 6f 6d 69 61 6c 28 32 30 2c 20 5b 31 2f 36 2e    5d 2a 36 2c 20 73 69 7a 65 3d 32 29 0a 20 20 20  | nomial(20,.[1/6.]*6,.size=2).... | 
| 8d280 |  20 20 20 20 20 61 72 72 61 79 28 5b 5b 33 2c 20    34 2c 20 33 2c 20 33 2c 20 34 2c 20 33 5d 2c 20  | .....array([[3,.4,.3,.3,.4,.3],. | 
| 8d2a0 |  23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 5b 32 2c 20 34 2c 20 33  | #.random................[2,.4,.3 | 
| 8d2c0 |  2c 20 34 2c 20 30 2c 20 37 5d 5d 29 0a 0a 20 20    20 20 20 20 20 20 46 6f 72 20 74 68 65 20 66 69  | ,.4,.0,.7]])..........For.the.fi | 
| 8d2e0 |  72 73 74 20 72 75 6e 2c 20 77 65 20 74 68 72 65    77 20 33 20 74 69 6d 65 73 20 31 2c 20 34 20 74  | rst.run,.we.threw.3.times.1,.4.t | 
| 8d300 |  69 6d 65 73 20 32 2c 20 65 74 63 2e 20 20 46 6f    72 20 74 68 65 20 73 65 63 6f 6e 64 2c 0a 20 20  | imes.2,.etc...For.the.second,... | 
| 8d320 |  20 20 20 20 20 20 77 65 20 74 68 72 65 77 20 32    20 74 69 6d 65 73 20 31 2c 20 34 20 74 69 6d 65  | ......we.threw.2.times.1,.4.time | 
| 8d340 |  73 20 32 2c 20 65 74 63 2e 0a 0a 20 20 20 20 20    20 20 20 41 20 6c 6f 61 64 65 64 20 64 69 65 20  | s.2,.etc...........A.loaded.die. | 
| 8d360 |  69 73 20 6d 6f 72 65 20 6c 69 6b 65 6c 79 20 74    6f 20 6c 61 6e 64 20 6f 6e 20 6e 75 6d 62 65 72  | is.more.likely.to.land.on.number | 
| 8d380 |  20 36 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 6e 70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74 69  | .6:..........>>>.np.random.multi | 
| 8d3a0 |  6e 6f 6d 69 61 6c 28 31 30 30 2c 20 5b 31 2f 37    2e 5d 2a 35 20 2b 20 5b 32 2f 37 2e 5d 29 0a 20  | nomial(100,.[1/7.]*5.+.[2/7.]).. | 
| 8d3c0 |  20 20 20 20 20 20 20 61 72 72 61 79 28 5b 31 31    2c 20 31 36 2c 20 31 34 2c 20 31 37 2c 20 31 36  | .......array([11,.16,.14,.17,.16 | 
| 8d3e0 |  2c 20 32 36 5d 29 20 23 20 72 61 6e 64 6f 6d 0a    0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f  | ,.26]).#.random..........The.pro | 
| 8d400 |  62 61 62 69 6c 69 74 79 20 69 6e 70 75 74 73 20    73 68 6f 75 6c 64 20 62 65 20 6e 6f 72 6d 61 6c  | bability.inputs.should.be.normal | 
| 8d420 |  69 7a 65 64 2e 20 41 73 20 61 6e 20 69 6d 70 6c    65 6d 65 6e 74 61 74 69 6f 6e 0a 20 20 20 20 20  | ized..As.an.implementation...... | 
| 8d440 |  20 20 20 64 65 74 61 69 6c 2c 20 74 68 65 20 76    61 6c 75 65 20 6f 66 20 74 68 65 20 6c 61 73 74  | ...detail,.the.value.of.the.last | 
| 8d460 |  20 65 6e 74 72 79 20 69 73 20 69 67 6e 6f 72 65    64 20 61 6e 64 20 61 73 73 75 6d 65 64 20 74 6f  | .entry.is.ignored.and.assumed.to | 
| 8d480 |  20 74 61 6b 65 0a 20 20 20 20 20 20 20 20 75 70    20 61 6e 79 20 6c 65 66 74 6f 76 65 72 20 70 72  | .take.........up.any.leftover.pr | 
| 8d4a0 |  6f 62 61 62 69 6c 69 74 79 20 6d 61 73 73 2c 20    62 75 74 20 74 68 69 73 20 73 68 6f 75 6c 64 20  | obability.mass,.but.this.should. | 
| 8d4c0 |  6e 6f 74 20 62 65 20 72 65 6c 69 65 64 20 6f 6e    2e 0a 20 20 20 20 20 20 20 20 41 20 62 69 61 73  | not.be.relied.on..........A.bias | 
| 8d4e0 |  65 64 20 63 6f 69 6e 20 77 68 69 63 68 20 68 61    73 20 74 77 69 63 65 20 61 73 20 6d 75 63 68 20  | ed.coin.which.has.twice.as.much. | 
| 8d500 |  77 65 69 67 68 74 20 6f 6e 20 6f 6e 65 20 73 69    64 65 20 61 73 20 6f 6e 20 74 68 65 0a 20 20 20  | weight.on.one.side.as.on.the.... | 
| 8d520 |  20 20 20 20 20 6f 74 68 65 72 20 73 68 6f 75 6c    64 20 62 65 20 73 61 6d 70 6c 65 64 20 6c 69 6b  | .....other.should.be.sampled.lik | 
| 8d540 |  65 20 73 6f 3a 0a 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c  | e.so:..........>>>.np.random.mul | 
| 8d560 |  74 69 6e 6f 6d 69 61 6c 28 31 30 30 2c 20 5b 31    2e 30 20 2f 20 33 2c 20 32 2e 30 20 2f 20 33 5d  | tinomial(100,.[1.0./.3,.2.0./.3] | 
| 8d580 |  29 20 20 23 20 52 49 47 48 54 0a 20 20 20 20 20    20 20 20 61 72 72 61 79 28 5b 33 38 2c 20 36 32  | )..#.RIGHT.........array([38,.62 | 
| 8d5a0 |  5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20    20 20 20 20 20 6e 6f 74 20 6c 69 6b 65 3a 0a 0a  | ]).#.random..........not.like:.. | 
| 8d5c0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72    61 6e 64 6f 6d 2e 6d 75 6c 74 69 6e 6f 6d 69 61  | ........>>>.np.random.multinomia | 
| 8d5e0 |  6c 28 31 30 30 2c 20 5b 31 2e 30 2c 20 32 2e 30    5d 29 20 20 23 20 57 52 4f 4e 47 0a 20 20 20 20  | l(100,.[1.0,.2.0])..#.WRONG..... | 
| 8d600 |  20 20 20 20 54 72 61 63 65 62 61 63 6b 20 28 6d    6f 73 74 20 72 65 63 65 6e 74 20 63 61 6c 6c 20  | ....Traceback.(most.recent.call. | 
| 8d620 |  6c 61 73 74 29 3a 0a 20 20 20 20 20 20 20 20 56    61 6c 75 65 45 72 72 6f 72 3a 20 70 76 61 6c 73  | last):.........ValueError:.pvals | 
| 8d640 |  20 3c 20 30 2c 20 70 76 61 6c 73 20 3e 20 31 20    6f 72 20 70 76 61 6c 73 20 63 6f 6e 74 61 69 6e  | .<.0,.pvals.>.1.or.pvals.contain | 
| 8d660 |  73 20 4e 61 4e 73 0a 0a 20 20 20 20 20 20 20 20    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | s.NaNs.......................... | 
| 8d680 |  0a 20 20 20 20 20 20 20 20 6c 6f 67 73 65 72 69    65 73 28 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29  | .........logseries(p,.size=None) | 
| 8d6a0 |  0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73    61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f  | ..........Draw.samples.from.a.lo | 
| 8d6c0 |  67 61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73    20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a  | garithmic.series.distribution... | 
| 8d6e0 |  20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20    61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61  | ........Samples.are.drawn.from.a | 
| 8d700 |  20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70  | .log.series.distribution.with.sp | 
| 8d720 |  65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 20    73 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 2c  | ecified.........shape.parameter, | 
| 8d740 |  20 30 20 3c 3d 20 60 60 70 60 60 20 3c 20 31 2e    0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74  | .0.<=.``p``.<.1..............not | 
| 8d760 |  65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20    4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20  | e::.............New.code.should. | 
| 8d780 |  75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | use.the.`~numpy.random.Generator | 
| 8d7a0 |  2e 6c 6f 67 73 65 72 69 65 73 60 0a 20 20 20 20    20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f  | .logseries`.............method.o | 
| 8d7c0 |  66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e  | f.a.`~numpy.random.Generator`.in | 
| 8d7e0 |  73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a    20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61  | stance.instead;.............plea | 
| 8d800 |  73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a    60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74  | se.see.the.:ref:`random-quick-st | 
| 8d820 |  61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50    61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20  | art`...........Parameters....... | 
| 8d840 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f  | ..----------.........p.:.float.o | 
| 8d860 |  72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20    66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20  | r.array_like.of.floats.......... | 
| 8d880 |  20 20 20 53 68 61 70 65 20 70 61 72 61 6d 65 74    65 72 20 66 6f 72 20 74 68 65 20 64 69 73 74 72  | ...Shape.parameter.for.the.distr | 
| 8d8a0 |  69 62 75 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62    65 20 69 6e 20 74 68 65 20 72 61 6e 67 65 20 5b  | ibution...Must.be.in.the.range.[ | 
| 8d8c0 |  30 2c 20 31 29 2e 0a 20 20 20 20 20 20 20 20 73    69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70  | 0,.1)..........size.:.int.or.tup | 
| 8d8e0 |  6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69    6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20  | le.of.ints,.optional............ | 
| 8d900 |  20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20    49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61  | .Output.shape...If.the.given.sha | 
| 8d920 |  70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28    6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e  | pe.is,.e.g.,.``(m,.n,.k)``,.then | 
| 8d940 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d    20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c  | .............``m.*.n.*.k``.sampl | 
| 8d960 |  65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49    66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65  | es.are.drawn...If.size.is.``None | 
| 8d980 |  60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20    20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67  | ``.(default),.............a.sing | 
| 8d9a0 |  6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75    72 6e 65 64 20 69 66 20 60 60 70 60 60 20 69 73  | le.value.is.returned.if.``p``.is | 
| 8d9c0 |  20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65    72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20  | .a.scalar...Otherwise,.......... | 
| 8d9e0 |  20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 70 29    2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20  | ...``np.array(p).size``.samples. | 
| 8da00 |  61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20    20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20  | are.drawn...........Returns..... | 
| 8da20 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61  | ....-------.........out.:.ndarra | 
| 8da40 |  79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20    20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61  | y.or.scalar.............Drawn.sa | 
| 8da60 |  6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70    61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67  | mples.from.the.parameterized.log | 
| 8da80 |  61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73 20    64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20  | arithmic.series.distribution.... | 
| 8daa0 |  20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | .......See.Also.........-------- | 
| 8dac0 |  0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73    74 61 74 73 2e 6c 6f 67 73 65 72 20 3a 20 70 72  | .........scipy.stats.logser.:.pr | 
| 8dae0 |  6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74    79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74  | obability.density.function,.dist | 
| 8db00 |  72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20    20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69  | ribution.or.............cumulati | 
| 8db20 |  76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74    69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 20  | ve.density.function,.etc........ | 
| 8db40 |  20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74    6f 72 2e 6c 6f 67 73 65 72 69 65 73 3a 20 77 68  | ..random.Generator.logseries:.wh | 
| 8db60 |  69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73    65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e  | ich.should.be.used.for.new.code. | 
| 8db80 |  0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20  | ..........Notes.........-----... | 
| 8dba0 |  20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62    69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f  | ......The.probability.density.fo | 
| 8dbc0 |  72 20 74 68 65 20 4c 6f 67 20 53 65 72 69 65 73    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73  | r.the.Log.Series.distribution.is | 
| 8dbe0 |  0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74    68 3a 3a 20 50 28 6b 29 20 3d 20 5c 66 72 61 63  | .............math::.P(k).=.\frac | 
| 8dc00 |  7b 2d 70 5e 6b 7d 7b 6b 20 5c 6c 6e 28 31 2d 70    29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65  | {-p^k}{k.\ln(1-p)},..........whe | 
| 8dc20 |  72 65 20 70 20 3d 20 70 72 6f 62 61 62 69 6c 69    74 79 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65  | re.p.=.probability...........The | 
| 8dc40 |  20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 69 73 20 66 72 65 71  | .log.series.distribution.is.freq | 
| 8dc60 |  75 65 6e 74 6c 79 20 75 73 65 64 20 74 6f 20 72    65 70 72 65 73 65 6e 74 20 73 70 65 63 69 65 73  | uently.used.to.represent.species | 
| 8dc80 |  0a 20 20 20 20 20 20 20 20 72 69 63 68 6e 65 73    73 20 61 6e 64 20 6f 63 63 75 72 72 65 6e 63 65  | .........richness.and.occurrence | 
| 8dca0 |  2c 20 66 69 72 73 74 20 70 72 6f 70 6f 73 65 64    20 62 79 20 46 69 73 68 65 72 2c 20 43 6f 72 62  | ,.first.proposed.by.Fisher,.Corb | 
| 8dcc0 |  65 74 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20    57 69 6c 6c 69 61 6d 73 20 69 6e 20 31 39 34 33  | et,.and.........Williams.in.1943 | 
| 8dce0 |  20 5b 32 5d 2e 20 20 49 74 20 6d 61 79 20 61 6c    73 6f 20 62 65 20 75 73 65 64 20 74 6f 20 6d 6f  | .[2]...It.may.also.be.used.to.mo | 
| 8dd00 |  64 65 6c 20 74 68 65 20 6e 75 6d 62 65 72 73 20    6f 66 0a 20 20 20 20 20 20 20 20 6f 63 63 75 70  | del.the.numbers.of.........occup | 
| 8dd20 |  61 6e 74 73 20 73 65 65 6e 20 69 6e 20 63 61 72    73 20 5b 33 5d 2e 0a 0a 20 20 20 20 20 20 20 20  | ants.seen.in.cars.[3]........... | 
| 8dd40 |  52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20    20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20  | References.........----------... | 
| 8dd60 |  20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 75 7a    61 73 2c 20 4d 61 72 74 69 6e 20 41 2e 3b 20 43  | .........[1].Buzas,.Martin.A.;.C | 
| 8dd80 |  75 6c 76 65 72 2c 20 53 74 65 70 68 65 6e 20 4a    2e 2c 20 20 55 6e 64 65 72 73 74 61 6e 64 69 6e  | ulver,.Stephen.J.,..Understandin | 
| 8dda0 |  67 20 72 65 67 69 6f 6e 61 6c 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 73 70 65 63 69 65  | g.regional................specie | 
| 8ddc0 |  73 20 64 69 76 65 72 73 69 74 79 20 74 68 72 6f    75 67 68 20 74 68 65 20 6c 6f 67 20 73 65 72 69  | s.diversity.through.the.log.seri | 
| 8dde0 |  65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20    6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | es.distribution.of.............. | 
| 8de00 |  20 20 6f 63 63 75 72 72 65 6e 63 65 73 3a 20 42    49 4f 44 49 56 45 52 53 49 54 59 20 52 45 53 45  | ..occurrences:.BIODIVERSITY.RESE | 
| 8de20 |  41 52 43 48 20 44 69 76 65 72 73 69 74 79 20 26    20 44 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 0a  | ARCH.Diversity.&.Distributions,. | 
| 8de40 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 56    6f 6c 75 6d 65 20 35 2c 20 4e 75 6d 62 65 72 20  | ...............Volume.5,.Number. | 
| 8de60 |  35 2c 20 53 65 70 74 65 6d 62 65 72 20 31 39 39    39 20 2c 20 70 70 2e 20 31 38 37 2d 31 39 35 28  | 5,.September.1999.,.pp..187-195( | 
| 8de80 |  39 29 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b    32 5d 20 46 69 73 68 65 72 2c 20 52 2e 41 2c 2c  | 9).............[2].Fisher,.R.A,, | 
| 8dea0 |  20 41 2e 53 2e 20 43 6f 72 62 65 74 2c 20 61 6e    64 20 43 2e 42 2e 20 57 69 6c 6c 69 61 6d 73 2e  | .A.S..Corbet,.and.C.B..Williams. | 
| 8dec0 |  20 31 39 34 33 2e 20 54 68 65 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 72 65 6c 61 74 69  | .1943..The................relati | 
| 8dee0 |  6f 6e 20 62 65 74 77 65 65 6e 20 74 68 65 20 6e    75 6d 62 65 72 20 6f 66 20 73 70 65 63 69 65 73  | on.between.the.number.of.species | 
| 8df00 |  20 61 6e 64 20 74 68 65 20 6e 75 6d 62 65 72 20    6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | .and.the.number.of.............. | 
| 8df20 |  20 20 69 6e 64 69 76 69 64 75 61 6c 73 20 69 6e    20 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65  | ..individuals.in.a.random.sample | 
| 8df40 |  20 6f 66 20 61 6e 20 61 6e 69 6d 61 6c 20 70 6f    70 75 6c 61 74 69 6f 6e 2e 0a 20 20 20 20 20 20  | .of.an.animal.population........ | 
| 8df60 |  20 20 20 20 20 20 20 20 20 4a 6f 75 72 6e 61 6c    20 6f 66 20 41 6e 69 6d 61 6c 20 45 63 6f 6c 6f  | .........Journal.of.Animal.Ecolo | 
| 8df80 |  67 79 2c 20 31 32 3a 34 32 2d 35 38 2e 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 44 2e 20  | gy,.12:42-58.............[3].D.. | 
| 8dfa0 |  4a 2e 20 48 61 6e 64 2c 20 46 2e 20 44 61 6c 79    2c 20 44 2e 20 4c 75 6e 6e 2c 20 45 2e 20 4f 73  | J..Hand,.F..Daly,.D..Lunn,.E..Os | 
| 8dfc0 |  74 72 6f 77 73 6b 69 2c 20 41 20 48 61 6e 64 62    6f 6f 6b 20 6f 66 20 53 6d 61 6c 6c 0a 20 20 20  | trowski,.A.Handbook.of.Small.... | 
| 8dfe0 |  20 20 20 20 20 20 20 20 20 20 20 20 44 61 74 61    20 53 65 74 73 2c 20 43 52 43 20 50 72 65 73 73  | ............Data.Sets,.CRC.Press | 
| 8e000 |  2c 20 31 39 39 34 2e 0a 20 20 20 20 20 20 20 20    2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61  | ,.1994.............[4].Wikipedia | 
| 8e020 |  2c 20 22 4c 6f 67 61 72 69 74 68 6d 69 63 20 64    69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20  | ,."Logarithmic.distribution",... | 
| 8e040 |  20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74    70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69  | .............https://en.wikipedi | 
| 8e060 |  61 2e 6f 72 67 2f 77 69 6b 69 2f 4c 6f 67 61 72    69 74 68 6d 69 63 5f 64 69 73 74 72 69 62 75 74  | a.org/wiki/Logarithmic_distribut | 
| 8e080 |  69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61    6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | ion..........Examples.........-- | 
| 8e0a0 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44    72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d  | ------.........Draw.samples.from | 
| 8e0c0 |  20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f    6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .the.distribution:..........>>>. | 
| 8e0e0 |  61 20 3d 20 2e 36 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d  | a.=..6.........>>>.s.=.np.random | 
| 8e100 |  2e 6c 6f 67 73 65 72 69 65 73 28 61 2c 20 31 30    30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | .logseries(a,.10000).........>>> | 
| 8e120 |  20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c    69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74  | .import.matplotlib.pyplot.as.plt | 
| 8e140 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75    6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65  | .........>>>.count,.bins,.ignore | 
| 8e160 |  64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 29 0a    0a 20 20 20 20 20 20 20 20 23 20 20 20 70 6c 6f  | d.=.plt.hist(s)..........#...plo | 
| 8e180 |  74 20 61 67 61 69 6e 73 74 20 64 69 73 74 72 69    62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20  | t.against.distribution.......... | 
| 8e1a0 |  3e 3e 3e 20 64 65 66 20 6c 6f 67 73 65 72 69 65    73 28 6b 2c 20 70 29 3a 0a 20 20 20 20 20 20 20  | >>>.def.logseries(k,.p):........ | 
| 8e1c0 |  20 2e 2e 2e 20 20 20 20 20 72 65 74 75 72 6e 20    2d 70 2a 2a 6b 2f 28 6b 2a 6e 70 2e 6c 6f 67 28  | .........return.-p**k/(k*np.log( | 
| 8e1e0 |  31 2d 70 29 29 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c  | 1-p)).........>>>.plt.plot(bins, | 
| 8e200 |  20 6c 6f 67 73 65 72 69 65 73 28 62 69 6e 73 2c    20 61 29 2a 63 6f 75 6e 74 2e 6d 61 78 28 29 2f  | .logseries(bins,.a)*count.max()/ | 
| 8e220 |  0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20    20 20 20 20 20 20 6c 6f 67 73 65 72 69 65 73 28  | ......................logseries( | 
| 8e240 |  62 69 6e 73 2c 20 61 29 2e 6d 61 78 28 29 2c 20    27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | bins,.a).max(),.'r').........>>> | 
| 8e260 |  20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20    20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00  | .plt.show()..................... | 
| 8e280 |  0a 20 20 20 20 20 20 20 20 6c 6f 67 6e 6f 72 6d    61 6c 28 6d 65 61 6e 3d 30 2e 30 2c 20 73 69 67  | .........lognormal(mean=0.0,.sig | 
| 8e2a0 |  6d 61 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e    65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77  | ma=1.0,.size=None)..........Draw | 
| 8e2c0 |  20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20    6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72  | .samples.from.a.log-normal.distr | 
| 8e2e0 |  69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20    20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66  | ibution...........Draw.samples.f | 
| 8e300 |  72 6f 6d 20 61 20 6c 6f 67 2d 6e 6f 72 6d 61 6c    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69  | rom.a.log-normal.distribution.wi | 
| 8e320 |  74 68 20 73 70 65 63 69 66 69 65 64 20 6d 65 61    6e 2c 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64  | th.specified.mean,.........stand | 
| 8e340 |  61 72 64 20 64 65 76 69 61 74 69 6f 6e 2c 20 61    6e 64 20 61 72 72 61 79 20 73 68 61 70 65 2e 20  | ard.deviation,.and.array.shape.. | 
| 8e360 |  20 4e 6f 74 65 20 74 68 61 74 20 74 68 65 20 6d    65 61 6e 20 61 6e 64 20 73 74 61 6e 64 61 72 64  | .Note.that.the.mean.and.standard | 
| 8e380 |  0a 20 20 20 20 20 20 20 20 64 65 76 69 61 74 69    6f 6e 20 61 72 65 20 6e 6f 74 20 74 68 65 20 76  | .........deviation.are.not.the.v | 
| 8e3a0 |  61 6c 75 65 73 20 66 6f 72 20 74 68 65 20 64 69    73 74 72 69 62 75 74 69 6f 6e 20 69 74 73 65 6c  | alues.for.the.distribution.itsel | 
| 8e3c0 |  66 2c 20 62 75 74 20 6f 66 20 74 68 65 0a 20 20    20 20 20 20 20 20 75 6e 64 65 72 6c 79 69 6e 67  | f,.but.of.the.........underlying | 
| 8e3e0 |  20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75    74 69 6f 6e 20 69 74 20 69 73 20 64 65 72 69 76  | .normal.distribution.it.is.deriv | 
| 8e400 |  65 64 20 66 72 6f 6d 2e 0a 0a 20 20 20 20 20 20    20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20  | ed.from..............note::..... | 
| 8e420 |  20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65    20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20  | ........New.code.should.use.the. | 
| 8e440 |  60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47    65 6e 65 72 61 74 6f 72 2e 6c 6f 67 6e 6f 72 6d  | `~numpy.random.Generator.lognorm | 
| 8e460 |  61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20    6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75  | al`.............method.of.a.`~nu | 
| 8e480 |  6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72    61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69  | mpy.random.Generator`.instance.i | 
| 8e4a0 |  6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20    20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74  | nstead;.............please.see.t | 
| 8e4c0 |  68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d    71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20  | he.:ref:`random-quick-start`.... | 
| 8e4e0 |  20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72    73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .......Parameters.........------ | 
| 8e500 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 65 61    6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72  | ----.........mean.:.float.or.arr | 
| 8e520 |  61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74    73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20  | ay_like.of.floats,.optional..... | 
| 8e540 |  20 20 20 20 20 20 20 20 4d 65 61 6e 20 76 61 6c    75 65 20 6f 66 20 74 68 65 20 75 6e 64 65 72 6c  | ........Mean.value.of.the.underl | 
| 8e560 |  79 69 6e 67 20 6e 6f 72 6d 61 6c 20 64 69 73 74    72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 6c  | ying.normal.distribution..Defaul | 
| 8e580 |  74 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20 20    73 69 67 6d 61 20 3a 20 66 6c 6f 61 74 20 6f 72  | t.is.0..........sigma.:.float.or | 
| 8e5a0 |  20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66    6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a  | .array_like.of.floats,.optional. | 
| 8e5c0 |  20 20 20 20 20 20 20 20 20 20 20 20 53 74 61 6e    64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 20 6f  | ............Standard.deviation.o | 
| 8e5e0 |  66 20 74 68 65 20 75 6e 64 65 72 6c 79 69 6e 67    20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75  | f.the.underlying.normal.distribu | 
| 8e600 |  74 69 6f 6e 2e 20 4d 75 73 74 20 62 65 0a 20 20    20 20 20 20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65  | tion..Must.be.............non-ne | 
| 8e620 |  67 61 74 69 76 65 2e 20 44 65 66 61 75 6c 74 20    69 73 20 31 2e 0a 20 20 20 20 20 20 20 20 73 69  | gative..Default.is.1..........si | 
| 8e640 |  7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c    65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f  | ze.:.int.or.tuple.of.ints,.optio | 
| 8e660 |  6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20    4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49  | nal.............Output.shape...I | 
| 8e680 |  66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70    65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d  | f.the.given.shape.is,.e.g.,.``(m | 
| 8e6a0 |  2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a    20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20  | ,.n,.k)``,.then.............``m. | 
| 8e6c0 |  2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65    73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66  | *.n.*.k``.samples.are.drawn...If | 
| 8e6e0 |  20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60    60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20  | .size.is.``None``.(default),.... | 
| 8e700 |  20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c    65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72  | .........a.single.value.is.retur | 
| 8e720 |  6e 65 64 20 69 66 20 60 60 6d 65 61 6e 60 60 20    61 6e 64 20 60 60 73 69 67 6d 61 60 60 20 61 72  | ned.if.``mean``.and.``sigma``.ar | 
| 8e740 |  65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a    20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65  | e.both.scalars..............Othe | 
| 8e760 |  72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61    64 63 61 73 74 28 6d 65 61 6e 2c 20 73 69 67 6d  | rwise,.``np.broadcast(mean,.sigm | 
| 8e780 |  61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65    73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20  | a).size``.samples.are.drawn..... | 
| 8e7a0 |  20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20  | ......Returns.........-------... | 
| 8e7c0 |  20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72    72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20  | ......out.:.ndarray.or.scalar... | 
| 8e7e0 |  20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65  | ..........Drawn.samples.from.the | 
| 8e800 |  20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c    6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69  | .parameterized.log-normal.distri | 
| 8e820 |  62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20    20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20  | bution...........See.Also....... | 
| 8e840 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6c  | ..--------.........scipy.stats.l | 
| 8e860 |  6f 67 6e 6f 72 6d 20 3a 20 70 72 6f 62 61 62 69    6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e  | ognorm.:.probability.density.fun | 
| 8e880 |  63 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74    69 6f 6e 2c 0a 20 20 20 20 20 20 20 20 20 20 20  | ction,.distribution,............ | 
| 8e8a0 |  20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73    69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74  | .cumulative.density.function,.et | 
| 8e8c0 |  63 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f    6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 6f 67 6e  | c..........random.Generator.logn | 
| 8e8e0 |  6f 72 6d 61 6c 3a 20 77 68 69 63 68 20 73 68 6f    75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20  | ormal:.which.should.be.used.for. | 
| 8e900 |  6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20    20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20  | new.code...........Notes........ | 
| 8e920 |  20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 41    20 76 61 72 69 61 62 6c 65 20 60 78 60 20 68 61  | .-----.........A.variable.`x`.ha | 
| 8e940 |  73 20 61 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64    69 73 74 72 69 62 75 74 69 6f 6e 20 69 66 20 60  | s.a.log-normal.distribution.if.` | 
| 8e960 |  6c 6f 67 28 78 29 60 20 69 73 20 6e 6f 72 6d 61    6c 6c 79 0a 20 20 20 20 20 20 20 20 64 69 73 74  | log(x)`.is.normally.........dist | 
| 8e980 |  72 69 62 75 74 65 64 2e 20 20 54 68 65 20 70 72    6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74  | ributed...The.probability.densit | 
| 8e9a0 |  79 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74    68 65 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 0a 20 20  | y.function.for.the.log-normal... | 
| 8e9c0 |  20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69    6f 6e 20 69 73 3a 0a 0a 20 20 20 20 20 20 20 20  | ......distribution.is:.......... | 
| 8e9e0 |  2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d    20 5c 66 72 61 63 7b 31 7d 7b 5c 73 69 67 6d 61  | ...math::.p(x).=.\frac{1}{\sigma | 
| 8ea00 |  20 78 20 5c 73 71 72 74 7b 32 5c 70 69 7d 7d 0a    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .x.\sqrt{2\pi}}................. | 
| 8ea20 |  20 20 20 20 20 20 20 20 20 65 5e 7b 28 2d 5c 66    72 61 63 7b 28 6c 6e 28 78 29 2d 5c 6d 75 29 5e  | .........e^{(-\frac{(ln(x)-\mu)^ | 
| 8ea40 |  32 7d 7b 32 5c 73 69 67 6d 61 5e 32 7d 29 7d 0a    0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a  | 2}{2\sigma^2})}..........where.: | 
| 8ea60 |  6d 61 74 68 3a 60 5c 6d 75 60 20 69 73 20 74 68    65 20 6d 65 61 6e 20 61 6e 64 20 3a 6d 61 74 68  | math:`\mu`.is.the.mean.and.:math | 
| 8ea80 |  3a 60 5c 73 69 67 6d 61 60 20 69 73 20 74 68 65    20 73 74 61 6e 64 61 72 64 0a 20 20 20 20 20 20  | :`\sigma`.is.the.standard....... | 
| 8eaa0 |  20 20 64 65 76 69 61 74 69 6f 6e 20 6f 66 20 74    68 65 20 6e 6f 72 6d 61 6c 6c 79 20 64 69 73 74  | ..deviation.of.the.normally.dist | 
| 8eac0 |  72 69 62 75 74 65 64 20 6c 6f 67 61 72 69 74 68    6d 20 6f 66 20 74 68 65 20 76 61 72 69 61 62 6c  | ributed.logarithm.of.the.variabl | 
| 8eae0 |  65 2e 0a 20 20 20 20 20 20 20 20 41 20 6c 6f 67    2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75  | e..........A.log-normal.distribu | 
| 8eb00 |  74 69 6f 6e 20 72 65 73 75 6c 74 73 20 69 66 20    61 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c  | tion.results.if.a.random.variabl | 
| 8eb20 |  65 20 69 73 20 74 68 65 20 2a 70 72 6f 64 75 63    74 2a 0a 20 20 20 20 20 20 20 20 6f 66 20 61 20  | e.is.the.*product*.........of.a. | 
| 8eb40 |  6c 61 72 67 65 20 6e 75 6d 62 65 72 20 6f 66 20    69 6e 64 65 70 65 6e 64 65 6e 74 2c 20 69 64 65  | large.number.of.independent,.ide | 
| 8eb60 |  6e 74 69 63 61 6c 6c 79 2d 64 69 73 74 72 69 62    75 74 65 64 20 76 61 72 69 61 62 6c 65 73 20 69  | ntically-distributed.variables.i | 
| 8eb80 |  6e 0a 20 20 20 20 20 20 20 20 74 68 65 20 73 61    6d 65 20 77 61 79 20 74 68 61 74 20 61 20 6e 6f  | n.........the.same.way.that.a.no | 
| 8eba0 |  72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 72 65 73 75 6c 74 73 20 69 66 20 74 68 65  | rmal.distribution.results.if.the | 
| 8ebc0 |  20 76 61 72 69 61 62 6c 65 20 69 73 20 74 68 65    0a 20 20 20 20 20 20 20 20 2a 73 75 6d 2a 20 6f  | .variable.is.the.........*sum*.o | 
| 8ebe0 |  66 20 61 20 6c 61 72 67 65 20 6e 75 6d 62 65 72    20 6f 66 20 69 6e 64 65 70 65 6e 64 65 6e 74 2c  | f.a.large.number.of.independent, | 
| 8ec00 |  20 69 64 65 6e 74 69 63 61 6c 6c 79 2d 64 69 73    74 72 69 62 75 74 65 64 0a 20 20 20 20 20 20 20  | .identically-distributed........ | 
| 8ec20 |  20 76 61 72 69 61 62 6c 65 73 2e 0a 0a 20 20 20    20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a  | .variables...........References. | 
| 8ec40 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31  | ........----------............[1 | 
| 8ec60 |  5d 20 4c 69 6d 70 65 72 74 2c 20 45 2e 2c 20 53    74 61 68 65 6c 2c 20 57 2e 20 41 2e 2c 20 61 6e  | ].Limpert,.E.,.Stahel,.W..A.,.an | 
| 8ec80 |  64 20 41 62 62 74 2c 20 4d 2e 2c 20 22 4c 6f 67    2d 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20  | d.Abbt,.M.,."Log-normal......... | 
| 8eca0 |  20 20 20 20 20 20 20 44 69 73 74 72 69 62 75 74    69 6f 6e 73 20 61 63 72 6f 73 73 20 74 68 65 20  | .......Distributions.across.the. | 
| 8ecc0 |  53 63 69 65 6e 63 65 73 3a 20 4b 65 79 73 20 61    6e 64 20 43 6c 75 65 73 2c 22 0a 20 20 20 20 20  | Sciences:.Keys.and.Clues,"...... | 
| 8ece0 |  20 20 20 20 20 20 20 20 20 20 42 69 6f 53 63 69    65 6e 63 65 2c 20 56 6f 6c 2e 20 35 31 2c 20 4e  | ..........BioScience,.Vol..51,.N | 
| 8ed00 |  6f 2e 20 35 2c 20 4d 61 79 2c 20 32 30 30 31 2e    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | o..5,.May,.2001................. | 
| 8ed20 |  68 74 74 70 73 3a 2f 2f 73 74 61 74 2e 65 74 68    7a 2e 63 68 2f 7e 73 74 61 68 65 6c 2f 6c 6f 67  | https://stat.ethz.ch/~stahel/log | 
| 8ed40 |  6e 6f 72 6d 61 6c 2f 62 69 6f 73 63 69 65 6e 63    65 2e 70 64 66 0a 20 20 20 20 20 20 20 20 2e 2e  | normal/bioscience.pdf........... | 
| 8ed60 |  20 5b 32 5d 20 52 65 69 73 73 2c 20 52 2e 44 2e    20 61 6e 64 20 54 68 6f 6d 61 73 2c 20 4d 2e 2c  | .[2].Reiss,.R.D..and.Thomas,.M., | 
| 8ed80 |  20 22 53 74 61 74 69 73 74 69 63 61 6c 20 41 6e    61 6c 79 73 69 73 20 6f 66 20 45 78 74 72 65 6d  | ."Statistical.Analysis.of.Extrem | 
| 8eda0 |  65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 56 61 6c 75 65 73 2c 22 20 42 61 73 65 6c 3a  | e................Values,".Basel: | 
| 8edc0 |  20 42 69 72 6b 68 61 75 73 65 72 20 56 65 72 6c    61 67 2c 20 32 30 30 31 2c 20 70 70 2e 20 33 31  | .Birkhauser.Verlag,.2001,.pp..31 | 
| 8ede0 |  2d 33 32 2e 0a 0a 20 20 20 20 20 20 20 20 45 78    61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d  | -32...........Examples.........- | 
| 8ee00 |  2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20    44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f  | -------.........Draw.samples.fro | 
| 8ee20 |  6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69    6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | m.the.distribution:..........>>> | 
| 8ee40 |  20 6d 75 2c 20 73 69 67 6d 61 20 3d 20 33 2e 2c    20 31 2e 20 23 20 6d 65 61 6e 20 61 6e 64 20 73  | .mu,.sigma.=.3.,.1..#.mean.and.s | 
| 8ee60 |  74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f    6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20  | tandard.deviation.........>>>.s. | 
| 8ee80 |  3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6c 6f 67 6e    6f 72 6d 61 6c 28 6d 75 2c 20 73 69 67 6d 61 2c  | =.np.random.lognormal(mu,.sigma, | 
| 8eea0 |  20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20    44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74  | .1000)..........Display.the.hist | 
| 8eec0 |  6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d    70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68  | ogram.of.the.samples,.along.with | 
| 8eee0 |  0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f    62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79  | .........the.probability.density | 
| 8ef00 |  20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d  | .function:..........>>>.import.m | 
| 8ef20 |  61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74    20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20  | atplotlib.pyplot.as.plt......... | 
| 8ef40 |  3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c    20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68  | >>>.count,.bins,.ignored.=.plt.h | 
| 8ef60 |  69 73 74 28 73 2c 20 31 30 30 2c 20 64 65 6e 73    69 74 79 3d 54 72 75 65 2c 20 61 6c 69 67 6e 3d  | ist(s,.100,.density=True,.align= | 
| 8ef80 |  27 6d 69 64 27 29 0a 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 78 20 3d 20 6e 70 2e 6c 69 6e 73 70  | 'mid')..........>>>.x.=.np.linsp | 
| 8efa0 |  61 63 65 28 6d 69 6e 28 62 69 6e 73 29 2c 20 6d    61 78 28 62 69 6e 73 29 2c 20 31 30 30 30 30 29  | ace(min(bins),.max(bins),.10000) | 
| 8efc0 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 64 66    20 3d 20 28 6e 70 2e 65 78 70 28 2d 28 6e 70 2e  | .........>>>.pdf.=.(np.exp(-(np. | 
| 8efe0 |  6c 6f 67 28 78 29 20 2d 20 6d 75 29 2a 2a 32 20    2f 20 28 32 20 2a 20 73 69 67 6d 61 2a 2a 32 29  | log(x).-.mu)**2./.(2.*.sigma**2) | 
| 8f000 |  29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20    20 20 20 20 20 2f 20 28 78 20 2a 20 73 69 67 6d  | )..................../.(x.*.sigm | 
| 8f020 |  61 20 2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20    6e 70 2e 70 69 29 29 29 0a 0a 20 20 20 20 20 20  | a.*.np.sqrt(2.*.np.pi)))........ | 
| 8f040 |  20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78    2c 20 70 64 66 2c 20 6c 69 6e 65 77 69 64 74 68  | ..>>>.plt.plot(x,.pdf,.linewidth | 
| 8f060 |  3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 61  | =2,.color='r').........>>>.plt.a | 
| 8f080 |  78 69 73 28 27 74 69 67 68 74 27 29 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f  | xis('tight').........>>>.plt.sho | 
| 8f0a0 |  77 28 29 0a 0a 20 20 20 20 20 20 20 20 44 65 6d    6f 6e 73 74 72 61 74 65 20 74 68 61 74 20 74 61  | w()..........Demonstrate.that.ta | 
| 8f0c0 |  6b 69 6e 67 20 74 68 65 20 70 72 6f 64 75 63 74    73 20 6f 66 20 72 61 6e 64 6f 6d 20 73 61 6d 70  | king.the.products.of.random.samp | 
| 8f0e0 |  6c 65 73 20 66 72 6f 6d 20 61 20 75 6e 69 66 6f    72 6d 0a 20 20 20 20 20 20 20 20 64 69 73 74 72  | les.from.a.uniform.........distr | 
| 8f100 |  69 62 75 74 69 6f 6e 20 63 61 6e 20 62 65 20 66    69 74 20 77 65 6c 6c 20 62 79 20 61 20 6c 6f 67  | ibution.can.be.fit.well.by.a.log | 
| 8f120 |  2d 6e 6f 72 6d 61 6c 20 70 72 6f 62 61 62 69 6c    69 74 79 20 64 65 6e 73 69 74 79 0a 20 20 20 20  | -normal.probability.density..... | 
| 8f140 |  20 20 20 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 23 20 47 65 6e  | ....function...........>>>.#.Gen | 
| 8f160 |  65 72 61 74 65 20 61 20 74 68 6f 75 73 61 6e 64    20 73 61 6d 70 6c 65 73 3a 20 65 61 63 68 20 69  | erate.a.thousand.samples:.each.i | 
| 8f180 |  73 20 74 68 65 20 70 72 6f 64 75 63 74 20 6f 66    20 31 30 30 20 72 61 6e 64 6f 6d 0a 20 20 20 20  | s.the.product.of.100.random..... | 
| 8f1a0 |  20 20 20 20 3e 3e 3e 20 23 20 76 61 6c 75 65 73    2c 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 6e  | ....>>>.#.values,.drawn.from.a.n | 
| 8f1c0 |  6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69    6f 6e 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | ormal.distribution..........>>>. | 
| 8f1e0 |  62 20 3d 20 5b 5d 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 66 6f 72 20 69 20 69 6e 20 72 61 6e 67  | b.=.[].........>>>.for.i.in.rang | 
| 8f200 |  65 28 31 30 30 30 29 3a 0a 20 20 20 20 20 20 20    20 2e 2e 2e 20 20 20 20 61 20 3d 20 31 30 2e 20  | e(1000):................a.=.10.. | 
| 8f220 |  2b 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e    64 61 72 64 5f 6e 6f 72 6d 61 6c 28 31 30 30 29  | +.np.random.standard_normal(100) | 
| 8f240 |  0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20    62 2e 61 70 70 65 6e 64 28 6e 70 2e 70 72 6f 64  | ................b.append(np.prod | 
| 8f260 |  28 61 29 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 62 20 3d 20 6e 70 2e 61 72 72 61 79 28 62  | (a))..........>>>.b.=.np.array(b | 
| 8f280 |  29 20 2f 20 6e 70 2e 6d 69 6e 28 62 29 20 23 20    73 63 61 6c 65 20 76 61 6c 75 65 73 20 74 6f 20  | )./.np.min(b).#.scale.values.to. | 
| 8f2a0 |  62 65 20 70 6f 73 69 74 69 76 65 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62  | be.positive.........>>>.count,.b | 
| 8f2c0 |  69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70    6c 74 2e 68 69 73 74 28 62 2c 20 31 30 30 2c 20  | ins,.ignored.=.plt.hist(b,.100,. | 
| 8f2e0 |  64 65 6e 73 69 74 79 3d 54 72 75 65 2c 20 61 6c    69 67 6e 3d 27 6d 69 64 27 29 0a 20 20 20 20 20  | density=True,.align='mid')...... | 
| 8f300 |  20 20 20 3e 3e 3e 20 73 69 67 6d 61 20 3d 20 6e    70 2e 73 74 64 28 6e 70 2e 6c 6f 67 28 62 29 29  | ...>>>.sigma.=.np.std(np.log(b)) | 
| 8f320 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 20    3d 20 6e 70 2e 6d 65 61 6e 28 6e 70 2e 6c 6f 67  | .........>>>.mu.=.np.mean(np.log | 
| 8f340 |  28 62 29 29 0a 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 78 20 3d 20 6e 70 2e 6c 69 6e 73 70 61 63  | (b))..........>>>.x.=.np.linspac | 
| 8f360 |  65 28 6d 69 6e 28 62 69 6e 73 29 2c 20 6d 61 78    28 62 69 6e 73 29 2c 20 31 30 30 30 30 29 0a 20  | e(min(bins),.max(bins),.10000).. | 
| 8f380 |  20 20 20 20 20 20 20 3e 3e 3e 20 70 64 66 20 3d    20 28 6e 70 2e 65 78 70 28 2d 28 6e 70 2e 6c 6f  | .......>>>.pdf.=.(np.exp(-(np.lo | 
| 8f3a0 |  67 28 78 29 20 2d 20 6d 75 29 2a 2a 32 20 2f 20    28 32 20 2a 20 73 69 67 6d 61 2a 2a 32 29 29 0a  | g(x).-.mu)**2./.(2.*.sigma**2)). | 
| 8f3c0 |  20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20    20 20 20 2f 20 28 78 20 2a 20 73 69 67 6d 61 20  | .................../.(x.*.sigma. | 
| 8f3e0 |  2a 20 6e 70 2e 73 71 72 74 28 32 20 2a 20 6e 70    2e 70 69 29 29 29 0a 0a 20 20 20 20 20 20 20 20  | *.np.sqrt(2.*.np.pi))).......... | 
| 8f400 |  3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 78 2c 20    70 64 66 2c 20 63 6f 6c 6f 72 3d 27 72 27 2c 20  | >>>.plt.plot(x,.pdf,.color='r',. | 
| 8f420 |  6c 69 6e 65 77 69 64 74 68 3d 32 29 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f  | linewidth=2).........>>>.plt.sho | 
| 8f440 |  77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | w()............................. | 
| 8f460 |  0a 20 20 20 20 20 20 20 20 6c 6f 67 69 73 74 69    63 28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65  | .........logistic(loc=0.0,.scale | 
| 8f480 |  3d 31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29    0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73  | =1.0,.size=None)..........Draw.s | 
| 8f4a0 |  61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f    67 69 73 74 69 63 20 64 69 73 74 72 69 62 75 74  | amples.from.a.logistic.distribut | 
| 8f4c0 |  69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61    6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20  | ion...........Samples.are.drawn. | 
| 8f4e0 |  66 72 6f 6d 20 61 20 6c 6f 67 69 73 74 69 63 20    64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74  | from.a.logistic.distribution.wit | 
| 8f500 |  68 20 73 70 65 63 69 66 69 65 64 0a 20 20 20 20    20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20  | h.specified.........parameters,. | 
| 8f520 |  6c 6f 63 20 28 6c 6f 63 61 74 69 6f 6e 20 6f 72    20 6d 65 61 6e 2c 20 61 6c 73 6f 20 6d 65 64 69  | loc.(location.or.mean,.also.medi | 
| 8f540 |  61 6e 29 2c 20 61 6e 64 20 73 63 61 6c 65 20 28    3e 30 29 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e  | an),.and.scale.(>0)............. | 
| 8f560 |  20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20    20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f  | .note::.............New.code.sho | 
| 8f580 |  75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | uld.use.the.`~numpy.random.Gener | 
| 8f5a0 |  61 74 6f 72 2e 6c 6f 67 69 73 74 69 63 60 0a 20    20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f  | ator.logistic`.............metho | 
| 8f5c0 |  64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72    61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60  | d.of.a.`~numpy.random.Generator` | 
| 8f5e0 |  20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61    64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70  | .instance.instead;.............p | 
| 8f600 |  6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72    65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b  | lease.see.the.:ref:`random-quick | 
| 8f620 |  2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20    20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20  | -start`...........Parameters.... | 
| 8f640 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 6c 6f 63 20 3a 20 66 6c  | .....----------.........loc.:.fl | 
| 8f660 |  6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b    65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74  | oat.or.array_like.of.floats,.opt | 
| 8f680 |  69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20    20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74  | ional.............Parameter.of.t | 
| 8f6a0 |  68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e    20 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20  | he.distribution..Default.is.0... | 
| 8f6c0 |  20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66    6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69  | .......scale.:.float.or.array_li | 
| 8f6e0 |  6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | ke.of.floats,.optional.......... | 
| 8f700 |  20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20    74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | ...Parameter.of.the.distribution | 
| 8f720 |  2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65    67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20  | ..Must.be.non-negative.......... | 
| 8f740 |  20 20 20 20 44 65 66 61 75 6c 74 20 69 73 20 31    2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a  | ....Default.is.1..........size.: | 
| 8f760 |  20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66    20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a  | .int.or.tuple.of.ints,.optional. | 
| 8f780 |  20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70    75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68  | ............Output.shape...If.th | 
| 8f7a0 |  65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73    2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c  | e.given.shape.is,.e.g.,.``(m,.n, | 
| 8f7c0 |  20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20    20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20  | .k)``,.then.............``m.*.n. | 
| 8f7e0 |  2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72    65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a  | *.k``.samples.are.drawn...If.siz | 
| 8f800 |  65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64    65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20  | e.is.``None``.(default),........ | 
| 8f820 |  20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61    6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20  | .....a.single.value.is.returned. | 
| 8f840 |  69 66 20 60 60 6c 6f 63 60 60 20 61 6e 64 20 60    60 73 63 61 6c 65 60 60 20 61 72 65 20 62 6f 74  | if.``loc``.and.``scale``.are.bot | 
| 8f860 |  68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20    20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65  | h.scalars..............Otherwise | 
| 8f880 |  2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74    28 6c 6f 63 2c 20 73 63 61 6c 65 29 2e 73 69 7a  | ,.``np.broadcast(loc,.scale).siz | 
| 8f8a0 |  65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20    64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20  | e``.samples.are.drawn........... | 
| 8f8c0 |  52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | Returns.........-------......... | 
| 8f8e0 |  6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72    20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20  | out.:.ndarray.or.scalar......... | 
| 8f900 |  20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65    73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d  | ....Drawn.samples.from.the.param | 
| 8f920 |  65 74 65 72 69 7a 65 64 20 6c 6f 67 69 73 74 69    63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a  | eterized.logistic.distribution.. | 
| 8f940 |  0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73    6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .........See.Also.........------ | 
| 8f960 |  2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79    2e 73 74 61 74 73 2e 6c 6f 67 69 73 74 69 63 20  | --.........scipy.stats.logistic. | 
| 8f980 |  3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65    6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20  | :.probability.density.function,. | 
| 8f9a0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a    20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75  | distribution.or.............cumu | 
| 8f9c0 |  6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66    75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20  | lative.density.function,.etc.... | 
| 8f9e0 |  20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e    65 72 61 74 6f 72 2e 6c 6f 67 69 73 74 69 63 3a  | ......random.Generator.logistic: | 
| 8fa00 |  20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65    20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f  | .which.should.be.used.for.new.co | 
| 8fa20 |  64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74    65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | de...........Notes.........----- | 
| 8fa40 |  0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f    62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79  | .........The.probability.density | 
| 8fa60 |  20 66 6f 72 20 74 68 65 20 4c 6f 67 69 73 74 69    63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69  | .for.the.Logistic.distribution.i | 
| 8fa80 |  73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61    74 68 3a 3a 20 50 28 78 29 20 3d 20 50 28 78 29  | s.............math::.P(x).=.P(x) | 
| 8faa0 |  20 3d 20 5c 66 72 61 63 7b 65 5e 7b 2d 28 78 2d    5c 6d 75 29 2f 73 7d 7d 7b 73 28 31 2b 65 5e 7b  | .=.\frac{e^{-(x-\mu)/s}}{s(1+e^{ | 
| 8fac0 |  2d 28 78 2d 5c 6d 75 29 2f 73 7d 29 5e 32 7d 2c    0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20  | -(x-\mu)/s})^2},..........where. | 
| 8fae0 |  3a 6d 61 74 68 3a 60 5c 6d 75 60 20 3d 20 6c 6f    63 61 74 69 6f 6e 20 61 6e 64 20 3a 6d 61 74 68  | :math:`\mu`.=.location.and.:math | 
| 8fb00 |  3a 60 73 60 20 3d 20 73 63 61 6c 65 2e 0a 0a 20    20 20 20 20 20 20 20 54 68 65 20 4c 6f 67 69 73  | :`s`.=.scale...........The.Logis | 
| 8fb20 |  74 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e    20 69 73 20 75 73 65 64 20 69 6e 20 45 78 74 72  | tic.distribution.is.used.in.Extr | 
| 8fb40 |  65 6d 65 20 56 61 6c 75 65 20 70 72 6f 62 6c 65    6d 73 20 77 68 65 72 65 20 69 74 0a 20 20 20 20  | eme.Value.problems.where.it..... | 
| 8fb60 |  20 20 20 20 63 61 6e 20 61 63 74 20 61 73 20 61    20 6d 69 78 74 75 72 65 20 6f 66 20 47 75 6d 62  | ....can.act.as.a.mixture.of.Gumb | 
| 8fb80 |  65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73    2c 20 69 6e 20 45 70 69 64 65 6d 69 6f 6c 6f 67  | el.distributions,.in.Epidemiolog | 
| 8fba0 |  79 2c 20 61 6e 64 20 62 79 0a 20 20 20 20 20 20    20 20 74 68 65 20 57 6f 72 6c 64 20 43 68 65 73  | y,.and.by.........the.World.Ches | 
| 8fbc0 |  73 20 46 65 64 65 72 61 74 69 6f 6e 20 28 46 49    44 45 29 20 77 68 65 72 65 20 69 74 20 69 73 20  | s.Federation.(FIDE).where.it.is. | 
| 8fbe0 |  75 73 65 64 20 69 6e 20 74 68 65 20 45 6c 6f 20    72 61 6e 6b 69 6e 67 0a 20 20 20 20 20 20 20 20  | used.in.the.Elo.ranking......... | 
| 8fc00 |  73 79 73 74 65 6d 2c 20 61 73 73 75 6d 69 6e 67    20 74 68 65 20 70 65 72 66 6f 72 6d 61 6e 63 65  | system,.assuming.the.performance | 
| 8fc20 |  20 6f 66 20 65 61 63 68 20 70 6c 61 79 65 72 20    69 73 20 61 20 6c 6f 67 69 73 74 69 63 61 6c 6c  | .of.each.player.is.a.logisticall | 
| 8fc40 |  79 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69    62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 61 72  | y.........distributed.random.var | 
| 8fc60 |  69 61 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20    52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20  | iable...........References...... | 
| 8fc80 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 52 65 69  | ...----------............[1].Rei | 
| 8fca0 |  73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68    6f 6d 61 73 20 4d 2e 20 28 32 30 30 31 29 2c 20  | ss,.R.-D..and.Thomas.M..(2001),. | 
| 8fcc0 |  22 53 74 61 74 69 73 74 69 63 61 6c 20 41 6e 61    6c 79 73 69 73 20 6f 66 0a 20 20 20 20 20 20 20  | "Statistical.Analysis.of........ | 
| 8fce0 |  20 20 20 20 20 20 20 20 45 78 74 72 65 6d 65 20    56 61 6c 75 65 73 2c 20 66 72 6f 6d 20 49 6e 73  | ........Extreme.Values,.from.Ins | 
| 8fd00 |  75 72 61 6e 63 65 2c 20 46 69 6e 61 6e 63 65 2c    20 48 79 64 72 6f 6c 6f 67 79 20 61 6e 64 20 4f  | urance,.Finance,.Hydrology.and.O | 
| 8fd20 |  74 68 65 72 0a 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 46 69 65 6c 64 73 2c 22 20 42 69 72  | ther................Fields,".Bir | 
| 8fd40 |  6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20    42 61 73 65 6c 2c 20 70 70 20 31 33 32 2d 31 33  | khauser.Verlag,.Basel,.pp.132-13 | 
| 8fd60 |  33 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32    5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69  | 3.............[2].Weisstein,.Eri | 
| 8fd80 |  63 20 57 2e 20 22 4c 6f 67 69 73 74 69 63 20 44    69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72  | c.W.."Logistic.Distribution.".Fr | 
| 8fda0 |  6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57  | om................MathWorld--A.W | 
| 8fdc0 |  6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75    72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20  | olfram.Web.Resource............. | 
| 8fde0 |  20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77    6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d  | ....http://mathworld.wolfram.com | 
| 8fe00 |  2f 4c 6f 67 69 73 74 69 63 44 69 73 74 72 69 62    75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20  | /LogisticDistribution.html...... | 
| 8fe20 |  20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65    64 69 61 2c 20 22 4c 6f 67 69 73 74 69 63 2d 64  | ......[3].Wikipedia,."Logistic-d | 
| 8fe40 |  69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74  | istribution",................htt | 
| 8fe60 |  70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69    61 2e 6f 72 67 2f 77 69 6b 69 2f 4c 6f 67 69 73  | ps://en.wikipedia.org/wiki/Logis | 
| 8fe80 |  74 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f 6e    0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c  | tic_distribution..........Exampl | 
| 8fea0 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77  | es.........--------.........Draw | 
| 8fec0 |  20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68    65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a  | .samples.from.the.distribution:. | 
| 8fee0 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6c 6f 63    2c 20 73 63 61 6c 65 20 3d 20 31 30 2c 20 31 0a  | .........>>>.loc,.scale.=.10,.1. | 
| 8ff00 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20    6e 70 2e 72 61 6e 64 6f 6d 2e 6c 6f 67 69 73 74  | ........>>>.s.=.np.random.logist | 
| 8ff20 |  69 63 28 6c 6f 63 2c 20 73 63 61 6c 65 2c 20 31    30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e  | ic(loc,.scale,.10000).........>> | 
| 8ff40 |  3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74    6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c  | >.import.matplotlib.pyplot.as.pl | 
| 8ff60 |  74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f    75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72  | t.........>>>.count,.bins,.ignor | 
| 8ff80 |  65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c    20 62 69 6e 73 3d 35 30 29 0a 0a 20 20 20 20 20  | ed.=.plt.hist(s,.bins=50)....... | 
| 8ffa0 |  20 20 20 23 20 20 20 70 6c 6f 74 20 61 67 61 69    6e 73 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | ...#...plot.against.distribution | 
| 8ffc0 |  0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 65    66 20 6c 6f 67 69 73 74 28 78 2c 20 6c 6f 63 2c  | ..........>>>.def.logist(x,.loc, | 
| 8ffe0 |  20 73 63 61 6c 65 29 3a 0a 20 20 20 20 20 20 20    20 2e 2e 2e 20 20 20 20 20 72 65 74 75 72 6e 20  | .scale):.................return. | 
| 90000 |  6e 70 2e 65 78 70 28 28 6c 6f 63 2d 78 29 2f 73    63 61 6c 65 29 2f 28 73 63 61 6c 65 2a 28 31 2b  | np.exp((loc-x)/scale)/(scale*(1+ | 
| 90020 |  6e 70 2e 65 78 70 28 28 6c 6f 63 2d 78 29 2f 73    63 61 6c 65 29 29 2a 2a 32 29 0a 20 20 20 20 20  | np.exp((loc-x)/scale))**2)...... | 
| 90040 |  20 20 20 3e 3e 3e 20 6c 67 73 74 5f 76 61 6c 20    3d 20 6c 6f 67 69 73 74 28 62 69 6e 73 2c 20 6c  | ...>>>.lgst_val.=.logist(bins,.l | 
| 90060 |  6f 63 2c 20 73 63 61 6c 65 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28  | oc,.scale).........>>>.plt.plot( | 
| 90080 |  62 69 6e 73 2c 20 6c 67 73 74 5f 76 61 6c 20 2a    20 63 6f 75 6e 74 2e 6d 61 78 28 29 20 2f 20 6c  | bins,.lgst_val.*.count.max()./.l | 
| 900a0 |  67 73 74 5f 76 61 6c 2e 6d 61 78 28 29 29 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73  | gst_val.max()).........>>>.plt.s | 
| 900c0 |  68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | how()........................... | 
| 900e0 |  0a 20 20 20 20 20 20 20 20 68 79 70 65 72 67 65    6f 6d 65 74 72 69 63 28 6e 67 6f 6f 64 2c 20 6e  | .........hypergeometric(ngood,.n | 
| 90100 |  62 61 64 2c 20 6e 73 61 6d 70 6c 65 2c 20 73 69    7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20  | bad,.nsample,.size=None)........ | 
| 90120 |  20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66    72 6f 6d 20 61 20 48 79 70 65 72 67 65 6f 6d 65  | ..Draw.samples.from.a.Hypergeome | 
| 90140 |  74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f    6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70  | tric.distribution...........Samp | 
| 90160 |  6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72    6f 6d 20 61 20 68 79 70 65 72 67 65 6f 6d 65 74  | les.are.drawn.from.a.hypergeomet | 
| 90180 |  72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e    20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a  | ric.distribution.with.specified. | 
| 901a0 |  20 20 20 20 20 20 20 20 70 61 72 61 6d 65 74 65    72 73 2c 20 60 6e 67 6f 6f 64 60 20 28 77 61 79  | ........parameters,.`ngood`.(way | 
| 901c0 |  73 20 74 6f 20 6d 61 6b 65 20 61 20 67 6f 6f 64    20 73 65 6c 65 63 74 69 6f 6e 29 2c 20 60 6e 62  | s.to.make.a.good.selection),.`nb | 
| 901e0 |  61 64 60 20 28 77 61 79 73 20 74 6f 20 6d 61 6b    65 0a 20 20 20 20 20 20 20 20 61 20 62 61 64 20  | ad`.(ways.to.make.........a.bad. | 
| 90200 |  73 65 6c 65 63 74 69 6f 6e 29 2c 20 61 6e 64 20    60 6e 73 61 6d 70 6c 65 60 20 28 6e 75 6d 62 65  | selection),.and.`nsample`.(numbe | 
| 90220 |  72 20 6f 66 20 69 74 65 6d 73 20 73 61 6d 70 6c    65 64 2c 20 77 68 69 63 68 20 69 73 20 6c 65 73  | r.of.items.sampled,.which.is.les | 
| 90240 |  73 0a 20 20 20 20 20 20 20 20 74 68 61 6e 20 6f    72 20 65 71 75 61 6c 20 74 6f 20 74 68 65 20 73  | s.........than.or.equal.to.the.s | 
| 90260 |  75 6d 20 60 60 6e 67 6f 6f 64 20 2b 20 6e 62 61    64 60 60 29 2e 0a 0a 20 20 20 20 20 20 20 20 2e  | um.``ngood.+.nbad``)............ | 
| 90280 |  2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20    20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68  | ..note::.............New.code.sh | 
| 902a0 |  6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20    20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79  | ould.use.the.............`~numpy | 
| 902c0 |  2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f    72 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63  | .random.Generator.hypergeometric | 
| 902e0 |  60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65    74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70  | `.............method.of.a.`~nump | 
| 90300 |  79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74    6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73  | y.random.Generator`.instance.ins | 
| 90320 |  74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20    20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65  | tead;.............please.see.the | 
| 90340 |  20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75    69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20  | .:ref:`random-quick-start`...... | 
| 90360 |  20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | .....Parameters.........-------- | 
| 90380 |  2d 2d 0a 20 20 20 20 20 20 20 20 6e 67 6f 6f 64    20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f  | --.........ngood.:.int.or.array_ | 
| 903a0 |  6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20    20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20  | like.of.ints.............Number. | 
| 903c0 |  6f 66 20 77 61 79 73 20 74 6f 20 6d 61 6b 65 20    61 20 67 6f 6f 64 20 73 65 6c 65 63 74 69 6f 6e  | of.ways.to.make.a.good.selection | 
| 903e0 |  2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65    67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20  | ...Must.be.nonnegative.......... | 
| 90400 |  6e 62 61 64 20 3a 20 69 6e 74 20 6f 72 20 61 72    72 61 79 5f 6c 69 6b 65 20 6f 66 20 69 6e 74 73  | nbad.:.int.or.array_like.of.ints | 
| 90420 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d    62 65 72 20 6f 66 20 77 61 79 73 20 74 6f 20 6d  | .............Number.of.ways.to.m | 
| 90440 |  61 6b 65 20 61 20 62 61 64 20 73 65 6c 65 63 74    69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f  | ake.a.bad.selection...Must.be.no | 
| 90460 |  6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20    20 20 20 6e 73 61 6d 70 6c 65 20 3a 20 69 6e 74  | nnegative..........nsample.:.int | 
| 90480 |  20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f    66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20  | .or.array_like.of.ints.......... | 
| 904a0 |  20 20 20 4e 75 6d 62 65 72 20 6f 66 20 69 74 65    6d 73 20 73 61 6d 70 6c 65 64 2e 20 20 4d 75 73  | ...Number.of.items.sampled...Mus | 
| 904c0 |  74 20 62 65 20 61 74 20 6c 65 61 73 74 20 31 20    61 6e 64 20 61 74 20 6d 6f 73 74 0a 20 20 20 20  | t.be.at.least.1.and.at.most..... | 
| 904e0 |  20 20 20 20 20 20 20 20 60 60 6e 67 6f 6f 64 20    2b 20 6e 62 61 64 60 60 2e 0a 20 20 20 20 20 20  | ........``ngood.+.nbad``........ | 
| 90500 |  20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20    74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f  | ..size.:.int.or.tuple.of.ints,.o | 
| 90520 |  70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20    20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65  | ptional.............Output.shape | 
| 90540 |  2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20    73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20  | ...If.the.given.shape.is,.e.g.,. | 
| 90560 |  60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74    68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20  | ``(m,.n,.k)``,.then............. | 
| 90580 |  60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61    6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e  | ``m.*.n.*.k``.samples.are.drawn. | 
| 905a0 |  20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e    6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c  | ..If.size.is.``None``.(default), | 
| 905c0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73    69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72  | .............a.single.value.is.r | 
| 905e0 |  65 74 75 72 6e 65 64 20 69 66 20 60 6e 67 6f 6f    64 60 2c 20 60 6e 62 61 64 60 2c 20 61 6e 64 20  | eturned.if.`ngood`,.`nbad`,.and. | 
| 90600 |  60 6e 73 61 6d 70 6c 65 60 0a 20 20 20 20 20 20    20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63  | `nsample`.............are.all.sc | 
| 90620 |  61 6c 61 72 73 2e 20 20 4f 74 68 65 72 77 69 73    65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73  | alars...Otherwise,.``np.broadcas | 
| 90640 |  74 28 6e 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e    73 61 6d 70 6c 65 29 2e 73 69 7a 65 60 60 0a 20  | t(ngood,.nbad,.nsample).size``.. | 
| 90660 |  20 20 20 20 20 20 20 20 20 20 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20  | ...........samples.are.drawn.... | 
| 90680 |  20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20  | .......Returns.........-------.. | 
| 906a0 |  20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61    72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20  | .......out.:.ndarray.or.scalar.. | 
| 906c0 |  20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68  | ...........Drawn.samples.from.th | 
| 906e0 |  65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20    68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64  | e.parameterized.hypergeometric.d | 
| 90700 |  69 73 74 72 69 62 75 74 69 6f 6e 2e 20 45 61 63    68 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 61  | istribution..Each.............sa | 
| 90720 |  6d 70 6c 65 20 69 73 20 74 68 65 20 6e 75 6d 62    65 72 20 6f 66 20 67 6f 6f 64 20 69 74 65 6d 73  | mple.is.the.number.of.good.items | 
| 90740 |  20 77 69 74 68 69 6e 20 61 20 72 61 6e 64 6f 6d    6c 79 20 73 65 6c 65 63 74 65 64 20 73 75 62 73  | .within.a.randomly.selected.subs | 
| 90760 |  65 74 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20    20 20 73 69 7a 65 20 60 6e 73 61 6d 70 6c 65 60  | et.of.............size.`nsample` | 
| 90780 |  20 74 61 6b 65 6e 20 66 72 6f 6d 20 61 20 73 65    74 20 6f 66 20 60 6e 67 6f 6f 64 60 20 67 6f 6f  | .taken.from.a.set.of.`ngood`.goo | 
| 907a0 |  64 20 69 74 65 6d 73 20 61 6e 64 20 60 6e 62 61    64 60 20 62 61 64 20 69 74 65 6d 73 2e 0a 0a 20  | d.items.and.`nbad`.bad.items.... | 
| 907c0 |  20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | .......See.Also.........-------- | 
| 907e0 |  0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73    74 61 74 73 2e 68 79 70 65 72 67 65 6f 6d 20 3a  | .........scipy.stats.hypergeom.: | 
| 90800 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e    73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64  | .probability.density.function,.d | 
| 90820 |  69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20    20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c  | istribution.or.............cumul | 
| 90840 |  61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75    6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20  | ative.density.function,.etc..... | 
| 90860 |  20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 2e 68 79 70 65 72 67 65 6f 6d 65  | .....random.Generator.hypergeome | 
| 90880 |  74 72 69 63 3a 20 77 68 69 63 68 20 73 68 6f 75    6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e  | tric:.which.should.be.used.for.n | 
| 908a0 |  65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20    20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20  | ew.code...........Notes......... | 
| 908c0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68    65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65  | -----.........The.probability.de | 
| 908e0 |  6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 48 79    70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73  | nsity.for.the.Hypergeometric.dis | 
| 90900 |  74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20    20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20  | tribution.is.............math::. | 
| 90920 |  50 28 78 29 20 3d 20 5c 66 72 61 63 7b 5c 62 69    6e 6f 6d 7b 67 7d 7b 78 7d 5c 62 69 6e 6f 6d 7b  | P(x).=.\frac{\binom{g}{x}\binom{ | 
| 90940 |  62 7d 7b 6e 2d 78 7d 7d 7b 5c 62 69 6e 6f 6d 7b    67 2b 62 7d 7b 6e 7d 7d 2c 0a 0a 20 20 20 20 20  | b}{n-x}}{\binom{g+b}{n}},....... | 
| 90960 |  20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60    30 20 5c 6c 65 20 78 20 5c 6c 65 20 6e 60 20 61  | ...where.:math:`0.\le.x.\le.n`.a | 
| 90980 |  6e 64 20 3a 6d 61 74 68 3a 60 6e 2d 62 20 5c 6c    65 20 78 20 5c 6c 65 20 67 60 0a 0a 20 20 20 20  | nd.:math:`n-b.\le.x.\le.g`...... | 
| 909a0 |  20 20 20 20 66 6f 72 20 50 28 78 29 20 74 68 65    20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20  | ....for.P(x).the.probability.of. | 
| 909c0 |  60 60 78 60 60 20 67 6f 6f 64 20 72 65 73 75 6c    74 73 20 69 6e 20 74 68 65 20 64 72 61 77 6e 20  | ``x``.good.results.in.the.drawn. | 
| 909e0 |  73 61 6d 70 6c 65 2c 0a 20 20 20 20 20 20 20 20    67 20 3d 20 60 6e 67 6f 6f 64 60 2c 20 62 20 3d  | sample,.........g.=.`ngood`,.b.= | 
| 90a00 |  20 60 6e 62 61 64 60 2c 20 61 6e 64 20 6e 20 3d    20 60 6e 73 61 6d 70 6c 65 60 2e 0a 0a 20 20 20  | .`nbad`,.and.n.=.`nsample`...... | 
| 90a20 |  20 20 20 20 20 43 6f 6e 73 69 64 65 72 20 61 6e    20 75 72 6e 20 77 69 74 68 20 62 6c 61 63 6b 20  | .....Consider.an.urn.with.black. | 
| 90a40 |  61 6e 64 20 77 68 69 74 65 20 6d 61 72 62 6c 65    73 20 69 6e 20 69 74 2c 20 60 6e 67 6f 6f 64 60  | and.white.marbles.in.it,.`ngood` | 
| 90a60 |  20 6f 66 20 74 68 65 6d 0a 20 20 20 20 20 20 20    20 61 72 65 20 62 6c 61 63 6b 20 61 6e 64 20 60  | .of.them.........are.black.and.` | 
| 90a80 |  6e 62 61 64 60 20 61 72 65 20 77 68 69 74 65 2e    20 49 66 20 79 6f 75 20 64 72 61 77 20 60 6e 73  | nbad`.are.white..If.you.draw.`ns | 
| 90aa0 |  61 6d 70 6c 65 60 20 62 61 6c 6c 73 20 77 69 74    68 6f 75 74 0a 20 20 20 20 20 20 20 20 72 65 70  | ample`.balls.without.........rep | 
| 90ac0 |  6c 61 63 65 6d 65 6e 74 2c 20 74 68 65 6e 20 74    68 65 20 68 79 70 65 72 67 65 6f 6d 65 74 72 69  | lacement,.then.the.hypergeometri | 
| 90ae0 |  63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 64    65 73 63 72 69 62 65 73 20 74 68 65 0a 20 20 20  | c.distribution.describes.the.... | 
| 90b00 |  20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 6f 66 20 62 6c 61 63 6b 20 62 61 6c 6c 73  | .....distribution.of.black.balls | 
| 90b20 |  20 69 6e 20 74 68 65 20 64 72 61 77 6e 20 73 61    6d 70 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e  | .in.the.drawn.sample...........N | 
| 90b40 |  6f 74 65 20 74 68 61 74 20 74 68 69 73 20 64 69    73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 76 65  | ote.that.this.distribution.is.ve | 
| 90b60 |  72 79 20 73 69 6d 69 6c 61 72 20 74 6f 20 74 68    65 20 62 69 6e 6f 6d 69 61 6c 0a 20 20 20 20 20  | ry.similar.to.the.binomial...... | 
| 90b80 |  20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c    20 65 78 63 65 70 74 20 74 68 61 74 20 69 6e 20  | ...distribution,.except.that.in. | 
| 90ba0 |  74 68 69 73 20 63 61 73 65 2c 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 20 77 69 74  | this.case,.samples.are.drawn.wit | 
| 90bc0 |  68 6f 75 74 0a 20 20 20 20 20 20 20 20 72 65 70    6c 61 63 65 6d 65 6e 74 2c 20 77 68 65 72 65 61  | hout.........replacement,.wherea | 
| 90be0 |  73 20 69 6e 20 74 68 65 20 42 69 6e 6f 6d 69 61    6c 20 63 61 73 65 20 73 61 6d 70 6c 65 73 20 61  | s.in.the.Binomial.case.samples.a | 
| 90c00 |  72 65 20 64 72 61 77 6e 20 77 69 74 68 0a 20 20    20 20 20 20 20 20 72 65 70 6c 61 63 65 6d 65 6e  | re.drawn.with.........replacemen | 
| 90c20 |  74 20 28 6f 72 20 74 68 65 20 73 61 6d 70 6c 65    20 73 70 61 63 65 20 69 73 20 69 6e 66 69 6e 69  | t.(or.the.sample.space.is.infini | 
| 90c40 |  74 65 29 2e 20 41 73 20 74 68 65 20 73 61 6d 70    6c 65 20 73 70 61 63 65 0a 20 20 20 20 20 20 20  | te)..As.the.sample.space........ | 
| 90c60 |  20 62 65 63 6f 6d 65 73 20 6c 61 72 67 65 2c 20    74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f  | .becomes.large,.this.distributio | 
| 90c80 |  6e 20 61 70 70 72 6f 61 63 68 65 73 20 74 68 65    20 62 69 6e 6f 6d 69 61 6c 2e 0a 0a 20 20 20 20  | n.approaches.the.binomial....... | 
| 90ca0 |  20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d  | ....References.........--------- | 
| 90cc0 |  2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d    20 4c 65 6e 74 6e 65 72 2c 20 4d 61 72 76 69 6e  | -............[1].Lentner,.Marvin | 
| 90ce0 |  2c 20 22 45 6c 65 6d 65 6e 74 61 72 79 20 41 70    70 6c 69 65 64 20 53 74 61 74 69 73 74 69 63 73  | ,."Elementary.Applied.Statistics | 
| 90d00 |  22 2c 20 42 6f 67 64 65 6e 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 61 6e 64 20 51 75 69  | ",.Bogden................and.Qui | 
| 90d20 |  67 6c 65 79 2c 20 31 39 37 32 2e 0a 20 20 20 20    20 20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73  | gley,.1972.............[2].Weiss | 
| 90d40 |  74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 48    79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 44 69  | tein,.Eric.W.."Hypergeometric.Di | 
| 90d60 |  73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f    6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | stribution.".From............... | 
| 90d80 |  20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f    6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72  | .MathWorld--A.Wolfram.Web.Resour | 
| 90da0 |  63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f  | ce.................http://mathwo | 
| 90dc0 |  72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f    48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 44 69  | rld.wolfram.com/HypergeometricDi | 
| 90de0 |  73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a    20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57  | stribution.html............[3].W | 
| 90e00 |  69 6b 69 70 65 64 69 61 2c 20 22 48 79 70 65 72    67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69  | ikipedia,."Hypergeometric.distri | 
| 90e20 |  62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f  | bution",................https:// | 
| 90e40 |  65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67    2f 77 69 6b 69 2f 48 79 70 65 72 67 65 6f 6d 65  | en.wikipedia.org/wiki/Hypergeome | 
| 90e60 |  74 72 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f    6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70  | tric_distribution..........Examp | 
| 90e80 |  6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61  | les.........--------.........Dra | 
| 90ea0 |  77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74    68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a  | w.samples.from.the.distribution: | 
| 90ec0 |  0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 67    6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70  | ..........>>>.ngood,.nbad,.nsamp | 
| 90ee0 |  20 3d 20 31 30 30 2c 20 32 2c 20 31 30 0a 20 20    20 20 20 20 20 20 23 20 6e 75 6d 62 65 72 20 6f  | .=.100,.2,.10.........#.number.o | 
| 90f00 |  66 20 67 6f 6f 64 2c 20 6e 75 6d 62 65 72 20 6f    66 20 62 61 64 2c 20 61 6e 64 20 6e 75 6d 62 65  | f.good,.number.of.bad,.and.numbe | 
| 90f20 |  72 20 6f 66 20 73 61 6d 70 6c 65 73 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e  | r.of.samples.........>>>.s.=.np. | 
| 90f40 |  72 61 6e 64 6f 6d 2e 68 79 70 65 72 67 65 6f 6d    65 74 72 69 63 28 6e 67 6f 6f 64 2c 20 6e 62 61  | random.hypergeometric(ngood,.nba | 
| 90f60 |  64 2c 20 6e 73 61 6d 70 2c 20 31 30 30 30 29 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d  | d,.nsamp,.1000).........>>>.from | 
| 90f80 |  20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c    6f 74 20 69 6d 70 6f 72 74 20 68 69 73 74 0a 20  | .matplotlib.pyplot.import.hist.. | 
| 90fa0 |  20 20 20 20 20 20 20 3e 3e 3e 20 68 69 73 74 28    73 29 0a 20 20 20 20 20 20 20 20 23 20 20 20 6e  | .......>>>.hist(s).........#...n | 
| 90fc0 |  6f 74 65 20 74 68 61 74 20 69 74 20 69 73 20 76    65 72 79 20 75 6e 6c 69 6b 65 6c 79 20 74 6f 20  | ote.that.it.is.very.unlikely.to. | 
| 90fe0 |  67 72 61 62 20 62 6f 74 68 20 62 61 64 20 69 74    65 6d 73 0a 0a 20 20 20 20 20 20 20 20 53 75 70  | grab.both.bad.items..........Sup | 
| 91000 |  70 6f 73 65 20 79 6f 75 20 68 61 76 65 20 61 6e    20 75 72 6e 20 77 69 74 68 20 31 35 20 77 68 69  | pose.you.have.an.urn.with.15.whi | 
| 91020 |  74 65 20 61 6e 64 20 31 35 20 62 6c 61 63 6b 20    6d 61 72 62 6c 65 73 2e 0a 20 20 20 20 20 20 20  | te.and.15.black.marbles......... | 
| 91040 |  20 49 66 20 79 6f 75 20 70 75 6c 6c 20 31 35 20    6d 61 72 62 6c 65 73 20 61 74 20 72 61 6e 64 6f  | .If.you.pull.15.marbles.at.rando | 
| 91060 |  6d 2c 20 68 6f 77 20 6c 69 6b 65 6c 79 20 69 73    20 69 74 20 74 68 61 74 0a 20 20 20 20 20 20 20  | m,.how.likely.is.it.that........ | 
| 91080 |  20 31 32 20 6f 72 20 6d 6f 72 65 20 6f 66 20 74    68 65 6d 20 61 72 65 20 6f 6e 65 20 63 6f 6c 6f  | .12.or.more.of.them.are.one.colo | 
| 910a0 |  72 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 68 79  | r?..........>>>.s.=.np.random.hy | 
| 910c0 |  70 65 72 67 65 6f 6d 65 74 72 69 63 28 31 35 2c    20 31 35 2c 20 31 35 2c 20 31 30 30 30 30 30 29  | pergeometric(15,.15,.15,.100000) | 
| 910e0 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 75 6d    28 73 3e 3d 31 32 29 2f 31 30 30 30 30 30 2e 20  | .........>>>.sum(s>=12)/100000.. | 
| 91100 |  2b 20 73 75 6d 28 73 3c 3d 33 29 2f 31 30 30 30    30 30 2e 0a 20 20 20 20 20 20 20 20 23 20 20 20  | +.sum(s<=3)/100000..........#... | 
| 91120 |  61 6e 73 77 65 72 20 3d 20 30 2e 30 30 33 20 2e    2e 2e 20 70 72 65 74 74 79 20 75 6e 6c 69 6b 65  | answer.=.0.003.....pretty.unlike | 
| 91140 |  6c 79 21 0a 0a 20 20 20 20 20 20 20 20 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ly!............................. | 
| 91160 |  0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 28    6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31  | .........gumbel(loc=0.0,.scale=1 | 
| 91180 |  2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a    20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d  | .0,.size=None)..........Draw.sam | 
| 911a0 |  70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 6d 62    65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e  | ples.from.a.Gumbel.distribution. | 
| 911c0 |  0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73    61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75  | ..........Draw.samples.from.a.Gu | 
| 911e0 |  6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64  | mbel.distribution.with.specified | 
| 91200 |  20 6c 6f 63 61 74 69 6f 6e 20 61 6e 64 0a 20 20    20 20 20 20 20 20 73 63 61 6c 65 2e 20 20 46 6f  | .location.and.........scale...Fo | 
| 91220 |  72 20 6d 6f 72 65 20 69 6e 66 6f 72 6d 61 74 69    6f 6e 20 6f 6e 20 74 68 65 20 47 75 6d 62 65 6c  | r.more.information.on.the.Gumbel | 
| 91240 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 73    65 65 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73  | .distribution,.see.........Notes | 
| 91260 |  20 61 6e 64 20 52 65 66 65 72 65 6e 63 65 73 20    62 65 6c 6f 77 2e 0a 0a 20 20 20 20 20 20 20 20  | .and.References.below........... | 
| 91280 |  2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20    20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73  | ...note::.............New.code.s | 
| 912a0 |  68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e  | hould.use.the.`~numpy.random.Gen | 
| 912c0 |  65 72 61 74 6f 72 2e 67 75 6d 62 65 6c 60 0a 20    20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f  | erator.gumbel`.............metho | 
| 912e0 |  64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72    61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60  | d.of.a.`~numpy.random.Generator` | 
| 91300 |  20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61    64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70  | .instance.instead;.............p | 
| 91320 |  6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72    65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b  | lease.see.the.:ref:`random-quick | 
| 91340 |  2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20    20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20  | -start`...........Parameters.... | 
| 91360 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 6c 6f 63 20 3a 20 66 6c  | .....----------.........loc.:.fl | 
| 91380 |  6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b    65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74  | oat.or.array_like.of.floats,.opt | 
| 913a0 |  69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20    20 20 54 68 65 20 6c 6f 63 61 74 69 6f 6e 20 6f  | ional.............The.location.o | 
| 913c0 |  66 20 74 68 65 20 6d 6f 64 65 20 6f 66 20 74 68    65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20  | f.the.mode.of.the.distribution.. | 
| 913e0 |  44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20    20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c  | Default.is.0..........scale.:.fl | 
| 91400 |  6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b    65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74  | oat.or.array_like.of.floats,.opt | 
| 91420 |  69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20    20 20 54 68 65 20 73 63 61 6c 65 20 70 61 72 61  | ional.............The.scale.para | 
| 91440 |  6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73    74 72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75  | meter.of.the.distribution..Defau | 
| 91460 |  6c 74 20 69 73 20 31 2e 20 4d 75 73 74 20 62 65    20 6e 6f 6e 2d 0a 20 20 20 20 20 20 20 20 20 20  | lt.is.1..Must.be.non-........... | 
| 91480 |  20 20 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20    20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f  | ..negative..........size.:.int.o | 
| 914a0 |  72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c    20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20  | r.tuple.of.ints,.optional....... | 
| 914c0 |  20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61    70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65  | ......Output.shape...If.the.give | 
| 914e0 |  6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e    2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c  | n.shape.is,.e.g.,.``(m,.n,.k)``, | 
| 91500 |  20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20    20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20  | .then.............``m.*.n.*.k``. | 
| 91520 |  73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60  | samples.are.drawn...If.size.is.` | 
| 91540 |  60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74    29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61  | `None``.(default),.............a | 
| 91560 |  20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73    20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c  | .single.value.is.returned.if.``l | 
| 91580 |  6f 63 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65    60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c  | oc``.and.``scale``.are.both.scal | 
| 915a0 |  61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20    20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70  | ars..............Otherwise,.``np | 
| 915c0 |  2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20    73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61  | .broadcast(loc,.scale).size``.sa | 
| 915e0 |  6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e    0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e  | mples.are.drawn...........Return | 
| 91600 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20  | s.........-------.........out.:. | 
| 91620 |  6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61    72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72  | ndarray.or.scalar.............Dr | 
| 91640 |  61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d    20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a  | awn.samples.from.the.parameteriz | 
| 91660 |  65 64 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69    62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20  | ed.Gumbel.distribution.......... | 
| 91680 |  20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | .See.Also.........--------...... | 
| 916a0 |  20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67    75 6d 62 65 6c 5f 6c 0a 20 20 20 20 20 20 20 20  | ...scipy.stats.gumbel_l......... | 
| 916c0 |  73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d 62    65 6c 5f 72 0a 20 20 20 20 20 20 20 20 73 63 69  | scipy.stats.gumbel_r.........sci | 
| 916e0 |  70 79 2e 73 74 61 74 73 2e 67 65 6e 65 78 74 72    65 6d 65 0a 20 20 20 20 20 20 20 20 77 65 69 62  | py.stats.genextreme.........weib | 
| 91700 |  75 6c 6c 0a 20 20 20 20 20 20 20 20 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 75 6d  | ull.........random.Generator.gum | 
| 91720 |  62 65 6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c    64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65  | bel:.which.should.be.used.for.ne | 
| 91740 |  77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20    20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d  | w.code...........Notes.........- | 
| 91760 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65    20 47 75 6d 62 65 6c 20 28 6f 72 20 53 6d 61 6c  | ----.........The.Gumbel.(or.Smal | 
| 91780 |  6c 65 73 74 20 45 78 74 72 65 6d 65 20 56 61 6c    75 65 20 28 53 45 56 29 20 6f 72 20 74 68 65 20  | lest.Extreme.Value.(SEV).or.the. | 
| 917a0 |  53 6d 61 6c 6c 65 73 74 20 45 78 74 72 65 6d 65    0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 20 54  | Smallest.Extreme.........Value.T | 
| 917c0 |  79 70 65 20 49 29 20 64 69 73 74 72 69 62 75 74    69 6f 6e 20 69 73 20 6f 6e 65 20 6f 66 20 61 20  | ype.I).distribution.is.one.of.a. | 
| 917e0 |  63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72 61 6c    69 7a 65 64 20 45 78 74 72 65 6d 65 0a 20 20 20  | class.of.Generalized.Extreme.... | 
| 91800 |  20 20 20 20 20 56 61 6c 75 65 20 28 47 45 56 29    20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 75  | .....Value.(GEV).distributions.u | 
| 91820 |  73 65 64 20 69 6e 20 6d 6f 64 65 6c 69 6e 67 20    65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 70 72  | sed.in.modeling.extreme.value.pr | 
| 91840 |  6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20 20 20    54 68 65 20 47 75 6d 62 65 6c 20 69 73 20 61 20  | oblems..........The.Gumbel.is.a. | 
| 91860 |  73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20    74 68 65 20 45 78 74 72 65 6d 65 20 56 61 6c 75  | special.case.of.the.Extreme.Valu | 
| 91880 |  65 20 54 79 70 65 20 49 20 64 69 73 74 72 69 62    75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f  | e.Type.I.distribution.........fo | 
| 918a0 |  72 20 6d 61 78 69 6d 75 6d 73 20 66 72 6f 6d 20    64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 77 69  | r.maximums.from.distributions.wi | 
| 918c0 |  74 68 20 22 65 78 70 6f 6e 65 6e 74 69 61 6c 2d    6c 69 6b 65 22 20 74 61 69 6c 73 2e 0a 0a 20 20  | th."exponential-like".tails..... | 
| 918e0 |  20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62    69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f  | ......The.probability.density.fo | 
| 91900 |  72 20 74 68 65 20 47 75 6d 62 65 6c 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20  | r.the.Gumbel.distribution.is.... | 
| 91920 |  20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20    70 28 78 29 20 3d 20 5c 66 72 61 63 7b 65 5e 7b  | .........math::.p(x).=.\frac{e^{ | 
| 91940 |  2d 28 78 20 2d 20 5c 6d 75 29 2f 20 5c 62 65 74    61 7d 7d 7b 5c 62 65 74 61 7d 20 65 5e 7b 20 2d  | -(x.-.\mu)/.\beta}}{\beta}.e^{.- | 
| 91960 |  65 5e 7b 2d 28 78 20 2d 20 5c 6d 75 29 2f 0a 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | e^{-(x.-.\mu)/.................. | 
| 91980 |  20 5c 62 65 74 61 7d 7d 2c 0a 0a 20 20 20 20 20    20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60  | .\beta}},..........where.:math:` | 
| 919a0 |  5c 6d 75 60 20 69 73 20 74 68 65 20 6d 6f 64 65    2c 20 61 20 6c 6f 63 61 74 69 6f 6e 20 70 61 72  | \mu`.is.the.mode,.a.location.par | 
| 919c0 |  61 6d 65 74 65 72 2c 20 61 6e 64 0a 20 20 20 20    20 20 20 20 3a 6d 61 74 68 3a 60 5c 62 65 74 61  | ameter,.and.........:math:`\beta | 
| 919e0 |  60 20 69 73 20 74 68 65 20 73 63 61 6c 65 20 70    61 72 61 6d 65 74 65 72 2e 0a 0a 20 20 20 20 20  | `.is.the.scale.parameter........ | 
| 91a00 |  20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 28 6e    61 6d 65 64 20 66 6f 72 20 47 65 72 6d 61 6e 20  | ...The.Gumbel.(named.for.German. | 
| 91a20 |  6d 61 74 68 65 6d 61 74 69 63 69 61 6e 20 45 6d    69 6c 20 4a 75 6c 69 75 73 20 47 75 6d 62 65 6c  | mathematician.Emil.Julius.Gumbel | 
| 91a40 |  29 20 77 61 73 20 75 73 65 64 0a 20 20 20 20 20    20 20 20 76 65 72 79 20 65 61 72 6c 79 20 69 6e  | ).was.used.........very.early.in | 
| 91a60 |  20 74 68 65 20 68 79 64 72 6f 6c 6f 67 79 20 6c    69 74 65 72 61 74 75 72 65 2c 20 66 6f 72 20 6d  | .the.hydrology.literature,.for.m | 
| 91a80 |  6f 64 65 6c 69 6e 67 20 74 68 65 20 6f 63 63 75    72 72 65 6e 63 65 20 6f 66 0a 20 20 20 20 20 20  | odeling.the.occurrence.of....... | 
| 91aa0 |  20 20 66 6c 6f 6f 64 20 65 76 65 6e 74 73 2e 20    49 74 20 69 73 20 61 6c 73 6f 20 75 73 65 64 20  | ..flood.events..It.is.also.used. | 
| 91ac0 |  66 6f 72 20 6d 6f 64 65 6c 69 6e 67 20 6d 61 78    69 6d 75 6d 20 77 69 6e 64 20 73 70 65 65 64 20  | for.modeling.maximum.wind.speed. | 
| 91ae0 |  61 6e 64 0a 20 20 20 20 20 20 20 20 72 61 69 6e    66 61 6c 6c 20 72 61 74 65 73 2e 20 20 49 74 20  | and.........rainfall.rates...It. | 
| 91b00 |  69 73 20 61 20 22 66 61 74 2d 74 61 69 6c 65 64    22 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 2d  | is.a."fat-tailed".distribution.- | 
| 91b20 |  20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79    20 6f 66 0a 20 20 20 20 20 20 20 20 61 6e 20 65  | .the.probability.of.........an.e | 
| 91b40 |  76 65 6e 74 20 69 6e 20 74 68 65 20 74 61 69 6c    20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75  | vent.in.the.tail.of.the.distribu | 
| 91b60 |  74 69 6f 6e 20 69 73 20 6c 61 72 67 65 72 20 74    68 61 6e 20 69 66 20 6f 6e 65 20 75 73 65 64 20  | tion.is.larger.than.if.one.used. | 
| 91b80 |  61 0a 20 20 20 20 20 20 20 20 47 61 75 73 73 69    61 6e 2c 20 68 65 6e 63 65 20 74 68 65 20 73 75  | a.........Gaussian,.hence.the.su | 
| 91ba0 |  72 70 72 69 73 69 6e 67 6c 79 20 66 72 65 71 75    65 6e 74 20 6f 63 63 75 72 72 65 6e 63 65 20 6f  | rprisingly.frequent.occurrence.o | 
| 91bc0 |  66 20 31 30 30 2d 79 65 61 72 0a 20 20 20 20 20    20 20 20 66 6c 6f 6f 64 73 2e 20 46 6c 6f 6f 64  | f.100-year.........floods..Flood | 
| 91be0 |  73 20 77 65 72 65 20 69 6e 69 74 69 61 6c 6c 79    20 6d 6f 64 65 6c 65 64 20 61 73 20 61 20 47 61  | s.were.initially.modeled.as.a.Ga | 
| 91c00 |  75 73 73 69 61 6e 20 70 72 6f 63 65 73 73 2c 20    77 68 69 63 68 0a 20 20 20 20 20 20 20 20 75 6e  | ussian.process,.which.........un | 
| 91c20 |  64 65 72 65 73 74 69 6d 61 74 65 64 20 74 68 65    20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 65 78  | derestimated.the.frequency.of.ex | 
| 91c40 |  74 72 65 6d 65 20 65 76 65 6e 74 73 2e 0a 0a 20    20 20 20 20 20 20 20 49 74 20 69 73 20 6f 6e 65  | treme.events...........It.is.one | 
| 91c60 |  20 6f 66 20 61 20 63 6c 61 73 73 20 6f 66 20 65    78 74 72 65 6d 65 20 76 61 6c 75 65 20 64 69 73  | .of.a.class.of.extreme.value.dis | 
| 91c80 |  74 72 69 62 75 74 69 6f 6e 73 2c 20 74 68 65 20    47 65 6e 65 72 61 6c 69 7a 65 64 0a 20 20 20 20  | tributions,.the.Generalized..... | 
| 91ca0 |  20 20 20 20 45 78 74 72 65 6d 65 20 56 61 6c 75    65 20 28 47 45 56 29 20 64 69 73 74 72 69 62 75  | ....Extreme.Value.(GEV).distribu | 
| 91cc0 |  74 69 6f 6e 73 2c 20 77 68 69 63 68 20 61 6c 73    6f 20 69 6e 63 6c 75 64 65 73 20 74 68 65 20 57  | tions,.which.also.includes.the.W | 
| 91ce0 |  65 69 62 75 6c 6c 20 61 6e 64 0a 20 20 20 20 20    20 20 20 46 72 65 63 68 65 74 2e 0a 0a 20 20 20  | eibull.and.........Frechet...... | 
| 91d00 |  20 20 20 20 20 54 68 65 20 66 75 6e 63 74 69 6f    6e 20 68 61 73 20 61 20 6d 65 61 6e 20 6f 66 20  | .....The.function.has.a.mean.of. | 
| 91d20 |  3a 6d 61 74 68 3a 60 5c 6d 75 20 2b 20 30 2e 35    37 37 32 31 5c 62 65 74 61 60 20 61 6e 64 20 61  | :math:`\mu.+.0.57721\beta`.and.a | 
| 91d40 |  20 76 61 72 69 61 6e 63 65 0a 20 20 20 20 20 20    20 20 6f 66 20 3a 6d 61 74 68 3a 60 5c 66 72 61  | .variance.........of.:math:`\fra | 
| 91d60 |  63 7b 5c 70 69 5e 32 7d 7b 36 7d 5c 62 65 74 61    5e 32 60 2e 0a 0a 20 20 20 20 20 20 20 20 52 65  | c{\pi^2}{6}\beta^2`...........Re | 
| 91d80 |  66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20    20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20  | ferences.........----------..... | 
| 91da0 |  20 20 20 20 2e 2e 20 5b 31 5d 20 47 75 6d 62 65    6c 2c 20 45 2e 20 4a 2e 2c 20 22 53 74 61 74 69  | .......[1].Gumbel,.E..J.,."Stati | 
| 91dc0 |  73 74 69 63 73 20 6f 66 20 45 78 74 72 65 6d 65    73 2c 22 0a 20 20 20 20 20 20 20 20 20 20 20 20  | stics.of.Extremes,"............. | 
| 91de0 |  20 20 20 4e 65 77 20 59 6f 72 6b 3a 20 43 6f 6c    75 6d 62 69 61 20 55 6e 69 76 65 72 73 69 74 79  | ...New.York:.Columbia.University | 
| 91e00 |  20 50 72 65 73 73 2c 20 31 39 35 38 2e 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 52 65 69  | .Press,.1958.............[2].Rei | 
| 91e20 |  73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68    6f 6d 61 73 2c 20 4d 2e 2c 20 22 53 74 61 74 69  | ss,.R.-D..and.Thomas,.M.,."Stati | 
| 91e40 |  73 74 69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20    6f 66 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20  | stical.Analysis.of.Extreme...... | 
| 91e60 |  20 20 20 20 20 20 20 20 20 20 56 61 6c 75 65 73    20 66 72 6f 6d 20 49 6e 73 75 72 61 6e 63 65 2c  | ..........Values.from.Insurance, | 
| 91e80 |  20 46 69 6e 61 6e 63 65 2c 20 48 79 64 72 6f 6c    6f 67 79 20 61 6e 64 20 4f 74 68 65 72 20 46 69  | .Finance,.Hydrology.and.Other.Fi | 
| 91ea0 |  65 6c 64 73 2c 22 0a 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 42 61 73 65 6c 3a 20 42 69 72  | elds,"................Basel:.Bir | 
| 91ec0 |  6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20    32 30 30 31 2e 0a 0a 20 20 20 20 20 20 20 20 45  | khauser.Verlag,.2001...........E | 
| 91ee0 |  78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20  | xamples.........--------........ | 
| 91f00 |  20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72    6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74  | .Draw.samples.from.the.distribut | 
| 91f20 |  69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 6d 75 2c 20 62 65 74 61 20 3d 20 30 2c 20  | ion:..........>>>.mu,.beta.=.0,. | 
| 91f40 |  30 2e 31 20 23 20 6c 6f 63 61 74 69 6f 6e 20 61    6e 64 20 73 63 61 6c 65 0a 20 20 20 20 20 20 20  | 0.1.#.location.and.scale........ | 
| 91f60 |  20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64    6f 6d 2e 67 75 6d 62 65 6c 28 6d 75 2c 20 62 65  | .>>>.s.=.np.random.gumbel(mu,.be | 
| 91f80 |  74 61 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20    20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68  | ta,.1000)..........Display.the.h | 
| 91fa0 |  69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20    73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77  | istogram.of.the.samples,.along.w | 
| 91fc0 |  69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20    70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73  | ith.........the.probability.dens | 
| 91fe0 |  69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72  | ity.function:..........>>>.impor | 
| 92000 |  74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70    6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20  | t.matplotlib.pyplot.as.plt...... | 
| 92020 |  20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69    6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c  | ...>>>.count,.bins,.ignored.=.pl | 
| 92040 |  74 2e 68 69 73 74 28 73 2c 20 33 30 2c 20 64 65    6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20  | t.hist(s,.30,.density=True)..... | 
| 92060 |  20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74    28 62 69 6e 73 2c 20 28 31 2f 62 65 74 61 29 2a  | ....>>>.plt.plot(bins,.(1/beta)* | 
| 92080 |  6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d 20    6d 75 29 2f 62 65 74 61 29 0a 20 20 20 20 20 20  | np.exp(-(bins.-.mu)/beta)....... | 
| 920a0 |  20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 2a    20 6e 70 2e 65 78 70 28 20 2d 6e 70 2e 65 78 70  | ...............*.np.exp(.-np.exp | 
| 920c0 |  28 20 2d 28 62 69 6e 73 20 2d 20 6d 75 29 20 2f    62 65 74 61 29 20 29 2c 0a 20 20 20 20 20 20 20  | (.-(bins.-.mu)./beta).),........ | 
| 920e0 |  20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 69    6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72  | ..............linewidth=2,.color | 
| 92100 |  3d 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20  | ='r').........>>>.plt.show().... | 
| 92120 |  20 20 20 20 20 20 53 68 6f 77 20 68 6f 77 20 61    6e 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20  | ......Show.how.an.extreme.value. | 
| 92140 |  64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e    20 61 72 69 73 65 20 66 72 6f 6d 20 61 20 47 61  | distribution.can.arise.from.a.Ga | 
| 92160 |  75 73 73 69 61 6e 20 70 72 6f 63 65 73 73 0a 20    20 20 20 20 20 20 20 61 6e 64 20 63 6f 6d 70 61  | ussian.process.........and.compa | 
| 92180 |  72 65 20 74 6f 20 61 20 47 61 75 73 73 69 61 6e    3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d  | re.to.a.Gaussian:..........>>>.m | 
| 921a0 |  65 61 6e 73 20 3d 20 5b 5d 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 6d 61 78 69 6d 61 20 3d 20 5b  | eans.=.[].........>>>.maxima.=.[ | 
| 921c0 |  5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 6f    72 20 69 20 69 6e 20 72 61 6e 67 65 28 30 2c 31  | ].........>>>.for.i.in.range(0,1 | 
| 921e0 |  30 30 30 29 20 3a 0a 20 20 20 20 20 20 20 20 2e    2e 2e 20 20 20 20 61 20 3d 20 6e 70 2e 72 61 6e  | 000).:................a.=.np.ran | 
| 92200 |  64 6f 6d 2e 6e 6f 72 6d 61 6c 28 6d 75 2c 20 62    65 74 61 2c 20 31 30 30 30 29 0a 20 20 20 20 20  | dom.normal(mu,.beta,.1000)...... | 
| 92220 |  20 20 20 2e 2e 2e 20 20 20 20 6d 65 61 6e 73 2e    61 70 70 65 6e 64 28 61 2e 6d 65 61 6e 28 29 29  | ..........means.append(a.mean()) | 
| 92240 |  0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20    6d 61 78 69 6d 61 2e 61 70 70 65 6e 64 28 61 2e  | ................maxima.append(a. | 
| 92260 |  6d 61 78 28 29 29 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20  | max()).........>>>.count,.bins,. | 
| 92280 |  69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 2e 68 69    73 74 28 6d 61 78 69 6d 61 2c 20 33 30 2c 20 64  | ignored.=.plt.hist(maxima,.30,.d | 
| 922a0 |  65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 62 65 74 61 20 3d 20  | ensity=True).........>>>.beta.=. | 
| 922c0 |  6e 70 2e 73 74 64 28 6d 61 78 69 6d 61 29 20 2a    20 6e 70 2e 73 71 72 74 28 36 29 20 2f 20 6e 70  | np.std(maxima).*.np.sqrt(6)./.np | 
| 922e0 |  2e 70 69 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    6d 75 20 3d 20 6e 70 2e 6d 65 61 6e 28 6d 61 78  | .pi.........>>>.mu.=.np.mean(max | 
| 92300 |  69 6d 61 29 20 2d 20 30 2e 35 37 37 32 31 2a 62    65 74 61 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | ima).-.0.57721*beta.........>>>. | 
| 92320 |  70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 28    31 2f 62 65 74 61 29 2a 6e 70 2e 65 78 70 28 2d  | plt.plot(bins,.(1/beta)*np.exp(- | 
| 92340 |  28 62 69 6e 73 20 2d 20 6d 75 29 2f 62 65 74 61    29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20  | (bins.-.mu)/beta)............... | 
| 92360 |  20 20 20 20 20 20 20 2a 20 6e 70 2e 65 78 70 28    2d 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d  | .......*.np.exp(-np.exp(-(bins.- | 
| 92380 |  20 6d 75 29 2f 62 65 74 61 29 29 2c 0a 20 20 20    20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20  | .mu)/beta)),.................... | 
| 923a0 |  20 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63    6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20 20  | ..linewidth=2,.color='r')....... | 
| 923c0 |  20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62    69 6e 73 2c 20 31 2f 28 62 65 74 61 20 2a 20 6e  | ..>>>.plt.plot(bins,.1/(beta.*.n | 
| 923e0 |  70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 69    29 29 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20  | p.sqrt(2.*.np.pi)).............. | 
| 92400 |  20 20 20 20 20 20 20 20 2a 20 6e 70 2e 65 78 70    28 2d 28 62 69 6e 73 20 2d 20 6d 75 29 2a 2a 32  | ........*.np.exp(-(bins.-.mu)**2 | 
| 92420 |  20 2f 20 28 32 20 2a 20 62 65 74 61 2a 2a 32 29    29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20  | ./.(2.*.beta**2)),.............. | 
| 92440 |  20 20 20 20 20 20 20 20 6c 69 6e 65 77 69 64 74    68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 67 27 29 0a  | ........linewidth=2,.color='g'). | 
| 92460 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e    73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20  | ........>>>.plt.show().......... | 
| 92480 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 924a0 |  0a 20 20 20 20 20 20 20 20 67 65 6f 6d 65 74 72    69 63 28 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29  | .........geometric(p,.size=None) | 
| 924c0 |  0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73    61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20  | ..........Draw.samples.from.the. | 
| 924e0 |  67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69    62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20  | geometric.distribution.......... | 
| 92500 |  20 42 65 72 6e 6f 75 6c 6c 69 20 74 72 69 61 6c    73 20 61 72 65 20 65 78 70 65 72 69 6d 65 6e 74  | .Bernoulli.trials.are.experiment | 
| 92520 |  73 20 77 69 74 68 20 6f 6e 65 20 6f 66 20 74 77    6f 20 6f 75 74 63 6f 6d 65 73 3a 0a 20 20 20 20  | s.with.one.of.two.outcomes:..... | 
| 92540 |  20 20 20 20 73 75 63 63 65 73 73 20 6f 72 20 66    61 69 6c 75 72 65 20 28 61 6e 20 65 78 61 6d 70  | ....success.or.failure.(an.examp | 
| 92560 |  6c 65 20 6f 66 20 73 75 63 68 20 61 6e 20 65 78    70 65 72 69 6d 65 6e 74 20 69 73 20 66 6c 69 70  | le.of.such.an.experiment.is.flip | 
| 92580 |  70 69 6e 67 0a 20 20 20 20 20 20 20 20 61 20 63    6f 69 6e 29 2e 20 20 54 68 65 20 67 65 6f 6d 65  | ping.........a.coin)...The.geome | 
| 925a0 |  74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 6d 6f 64 65 6c 73 20 74 68 65 20 6e 75 6d  | tric.distribution.models.the.num | 
| 925c0 |  62 65 72 20 6f 66 20 74 72 69 61 6c 73 0a 20 20    20 20 20 20 20 20 74 68 61 74 20 6d 75 73 74 20  | ber.of.trials.........that.must. | 
| 925e0 |  62 65 20 72 75 6e 20 69 6e 20 6f 72 64 65 72 20    74 6f 20 61 63 68 69 65 76 65 20 73 75 63 63 65  | be.run.in.order.to.achieve.succe | 
| 92600 |  73 73 2e 20 20 49 74 20 69 73 20 74 68 65 72 65    66 6f 72 65 0a 20 20 20 20 20 20 20 20 73 75 70  | ss...It.is.therefore.........sup | 
| 92620 |  70 6f 72 74 65 64 20 6f 6e 20 74 68 65 20 70 6f    73 69 74 69 76 65 20 69 6e 74 65 67 65 72 73 2c  | ported.on.the.positive.integers, | 
| 92640 |  20 60 60 6b 20 3d 20 31 2c 20 32 2c 20 2e 2e 2e    60 60 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65  | .``k.=.1,.2,....``...........The | 
| 92660 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 73    73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68  | .probability.mass.function.of.th | 
| 92680 |  65 20 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20  | e.geometric.distribution.is..... | 
| 926a0 |  20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 66    28 6b 29 20 3d 20 28 31 20 2d 20 70 29 5e 7b 6b  | ........math::.f(k).=.(1.-.p)^{k | 
| 926c0 |  20 2d 20 31 7d 20 70 0a 0a 20 20 20 20 20 20 20    20 77 68 65 72 65 20 60 70 60 20 69 73 20 74 68  | .-.1}.p..........where.`p`.is.th | 
| 926e0 |  65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66    20 73 75 63 63 65 73 73 20 6f 66 20 61 6e 20 69  | e.probability.of.success.of.an.i | 
| 92700 |  6e 64 69 76 69 64 75 61 6c 20 74 72 69 61 6c 2e    0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74  | ndividual.trial..............not | 
| 92720 |  65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20    4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20  | e::.............New.code.should. | 
| 92740 |  75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | use.the.`~numpy.random.Generator | 
| 92760 |  2e 67 65 6f 6d 65 74 72 69 63 60 0a 20 20 20 20    20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f  | .geometric`.............method.o | 
| 92780 |  66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e  | f.a.`~numpy.random.Generator`.in | 
| 927a0 |  73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a    20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61  | stance.instead;.............plea | 
| 927c0 |  73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a    60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74  | se.see.the.:ref:`random-quick-st | 
| 927e0 |  61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50    61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20  | art`...........Parameters....... | 
| 92800 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f  | ..----------.........p.:.float.o | 
| 92820 |  72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20    66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20  | r.array_like.of.floats.......... | 
| 92840 |  20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69    74 79 20 6f 66 20 73 75 63 63 65 73 73 20 6f 66  | ...The.probability.of.success.of | 
| 92860 |  20 61 6e 20 69 6e 64 69 76 69 64 75 61 6c 20 74    72 69 61 6c 2e 0a 20 20 20 20 20 20 20 20 73 69  | .an.individual.trial..........si | 
| 92880 |  7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c    65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f  | ze.:.int.or.tuple.of.ints,.optio | 
| 928a0 |  6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20    4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49  | nal.............Output.shape...I | 
| 928c0 |  66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70    65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d  | f.the.given.shape.is,.e.g.,.``(m | 
| 928e0 |  2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a    20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20  | ,.n,.k)``,.then.............``m. | 
| 92900 |  2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65    73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66  | *.n.*.k``.samples.are.drawn...If | 
| 92920 |  20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60    60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20  | .size.is.``None``.(default),.... | 
| 92940 |  20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c    65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72  | .........a.single.value.is.retur | 
| 92960 |  6e 65 64 20 69 66 20 60 60 70 60 60 20 69 73 20    61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72  | ned.if.``p``.is.a.scalar...Other | 
| 92980 |  77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20    20 20 60 60 6e 70 2e 61 72 72 61 79 28 70 29 2e  | wise,.............``np.array(p). | 
| 929a0 |  73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61    72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20  | size``.samples.are.drawn........ | 
| 929c0 |  20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20    20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | ...Returns.........-------...... | 
| 929e0 |  20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79    20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20  | ...out.:.ndarray.or.scalar...... | 
| 92a00 |  20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d    70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61  | .......Drawn.samples.from.the.pa | 
| 92a20 |  72 61 6d 65 74 65 72 69 7a 65 64 20 67 65 6f 6d    65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69  | rameterized.geometric.distributi | 
| 92a40 |  6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65    20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d  | on...........See.Also.........-- | 
| 92a60 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72    61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e  | ------.........random.Generator. | 
| 92a80 |  67 65 6f 6d 65 74 72 69 63 3a 20 77 68 69 63 68    20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20  | geometric:.which.should.be.used. | 
| 92aa0 |  66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20    20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a  | for.new.code...........Examples. | 
| 92ac0 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 44 72 61 77 20 74 65  | ........--------.........Draw.te | 
| 92ae0 |  6e 20 74 68 6f 75 73 61 6e 64 20 76 61 6c 75 65    73 20 66 72 6f 6d 20 74 68 65 20 67 65 6f 6d 65  | n.thousand.values.from.the.geome | 
| 92b00 |  74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f    6e 2c 0a 20 20 20 20 20 20 20 20 77 69 74 68 20  | tric.distribution,.........with. | 
| 92b20 |  74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20    6f 66 20 61 6e 20 69 6e 64 69 76 69 64 75 61 6c  | the.probability.of.an.individual | 
| 92b40 |  20 73 75 63 63 65 73 73 20 65 71 75 61 6c 20 74    6f 20 30 2e 33 35 3a 0a 0a 20 20 20 20 20 20 20  | .success.equal.to.0.35:......... | 
| 92b60 |  20 3e 3e 3e 20 7a 20 3d 20 6e 70 2e 72 61 6e 64    6f 6d 2e 67 65 6f 6d 65 74 72 69 63 28 70 3d 30  | .>>>.z.=.np.random.geometric(p=0 | 
| 92b80 |  2e 33 35 2c 20 73 69 7a 65 3d 31 30 30 30 30 29    0a 0a 20 20 20 20 20 20 20 20 48 6f 77 20 6d 61  | .35,.size=10000)..........How.ma | 
| 92ba0 |  6e 79 20 74 72 69 61 6c 73 20 73 75 63 63 65 65    64 65 64 20 61 66 74 65 72 20 61 20 73 69 6e 67  | ny.trials.succeeded.after.a.sing | 
| 92bc0 |  6c 65 20 72 75 6e 3f 0a 0a 20 20 20 20 20 20 20    20 3e 3e 3e 20 28 7a 20 3d 3d 20 31 29 2e 73 75  | le.run?..........>>>.(z.==.1).su | 
| 92be0 |  6d 28 29 20 2f 20 31 30 30 30 30 2e 0a 20 20 20    20 20 20 20 20 30 2e 33 34 38 38 39 39 39 39 39  | m()./.10000..........0.348899999 | 
| 92c00 |  39 39 39 39 39 39 39 39 20 23 72 61 6e 64 6f 6d    0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00  | 99999999.#random................ | 
| 92c20 |  0a 20 20 20 20 20 20 20 20 67 61 6d 6d 61 28 73    68 61 70 65 2c 20 73 63 61 6c 65 3d 31 2e 30 2c  | .........gamma(shape,.scale=1.0, | 
| 92c40 |  20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20    20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65  | .size=None)..........Draw.sample | 
| 92c60 |  73 20 66 72 6f 6d 20 61 20 47 61 6d 6d 61 20 64    69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20  | s.from.a.Gamma.distribution..... | 
| 92c80 |  20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72    65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 47  | ......Samples.are.drawn.from.a.G | 
| 92ca0 |  61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64  | amma.distribution.with.specified | 
| 92cc0 |  20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20    20 20 20 20 20 60 73 68 61 70 65 60 20 28 73 6f  | .parameters,.........`shape`.(so | 
| 92ce0 |  6d 65 74 69 6d 65 73 20 64 65 73 69 67 6e 61 74    65 64 20 22 6b 22 29 20 61 6e 64 20 60 73 63 61  | metimes.designated."k").and.`sca | 
| 92d00 |  6c 65 60 20 28 73 6f 6d 65 74 69 6d 65 73 20 64    65 73 69 67 6e 61 74 65 64 0a 20 20 20 20 20 20  | le`.(sometimes.designated....... | 
| 92d20 |  20 20 22 74 68 65 74 61 22 29 2c 20 77 68 65 72    65 20 62 6f 74 68 20 70 61 72 61 6d 65 74 65 72  | .."theta"),.where.both.parameter | 
| 92d40 |  73 20 61 72 65 20 3e 20 30 2e 0a 0a 20 20 20 20    20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20  | s.are.>.0..............note::... | 
| 92d60 |  20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f    64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68  | ..........New.code.should.use.th | 
| 92d80 |  65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d    2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d 6d 61  | e.`~numpy.random.Generator.gamma | 
| 92da0 |  60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65    74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70  | `.............method.of.a.`~nump | 
| 92dc0 |  79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74    6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73  | y.random.Generator`.instance.ins | 
| 92de0 |  74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20    20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65  | tead;.............please.see.the | 
| 92e00 |  20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75    69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20  | .:ref:`random-quick-start`...... | 
| 92e20 |  20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d  | .....Parameters.........-------- | 
| 92e40 |  2d 2d 0a 20 20 20 20 20 20 20 20 73 68 61 70 65    20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61  | --.........shape.:.float.or.arra | 
| 92e60 |  79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73    0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65  | y_like.of.floats.............The | 
| 92e80 |  20 73 68 61 70 65 20 6f 66 20 74 68 65 20 67 61    6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | .shape.of.the.gamma.distribution | 
| 92ea0 |  2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65    67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20  | ..Must.be.non-negative.......... | 
| 92ec0 |  73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72    20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66  | scale.:.float.or.array_like.of.f | 
| 92ee0 |  6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a    20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20  | loats,.optional.............The. | 
| 92f00 |  73 63 61 6c 65 20 6f 66 20 74 68 65 20 67 61 6d    6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e  | scale.of.the.gamma.distribution. | 
| 92f20 |  20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67    61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 20  | .Must.be.non-negative........... | 
| 92f40 |  20 20 20 44 65 66 61 75 6c 74 20 69 73 20 65 71    75 61 6c 20 74 6f 20 31 2e 0a 20 20 20 20 20 20  | ...Default.is.equal.to.1........ | 
| 92f60 |  20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20    74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f  | ..size.:.int.or.tuple.of.ints,.o | 
| 92f80 |  70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20    20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65  | ptional.............Output.shape | 
| 92fa0 |  2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20    73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20  | ...If.the.given.shape.is,.e.g.,. | 
| 92fc0 |  60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74    68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20  | ``(m,.n,.k)``,.then............. | 
| 92fe0 |  60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61    6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e  | ``m.*.n.*.k``.samples.are.drawn. | 
| 93000 |  20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e    6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c  | ..If.size.is.``None``.(default), | 
| 93020 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73    69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72  | .............a.single.value.is.r | 
| 93040 |  65 74 75 72 6e 65 64 20 69 66 20 60 60 73 68 61    70 65 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65  | eturned.if.``shape``.and.``scale | 
| 93060 |  60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c    61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20  | ``.are.both.scalars............. | 
| 93080 |  20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70    2e 62 72 6f 61 64 63 61 73 74 28 73 68 61 70 65  | .Otherwise,.``np.broadcast(shape | 
| 930a0 |  2c 20 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20    73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77  | ,.scale).size``.samples.are.draw | 
| 930c0 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75    72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | n...........Returns.........---- | 
| 930e0 |  2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20    3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61  | ---.........out.:.ndarray.or.sca | 
| 93100 |  6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20    44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72  | lar.............Drawn.samples.fr | 
| 93120 |  6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72    69 7a 65 64 20 67 61 6d 6d 61 20 64 69 73 74 72  | om.the.parameterized.gamma.distr | 
| 93140 |  69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20    20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20  | ibution...........See.Also...... | 
| 93160 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e  | ...--------.........scipy.stats. | 
| 93180 |  67 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c    69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63  | gamma.:.probability.density.func | 
| 931a0 |  74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69    6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20  | tion,.distribution.or........... | 
| 931c0 |  20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e    73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65  | ..cumulative.density.function,.e | 
| 931e0 |  74 63 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d  | tc..........random.Generator.gam | 
| 93200 |  6d 61 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64    20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77  | ma:.which.should.be.used.for.new | 
| 93220 |  20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20    4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | .code...........Notes.........-- | 
| 93240 |  2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20    70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73  | ---.........The.probability.dens | 
| 93260 |  69 74 79 20 66 6f 72 20 74 68 65 20 47 61 6d 6d    61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69  | ity.for.the.Gamma.distribution.i | 
| 93280 |  73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61    74 68 3a 3a 20 70 28 78 29 20 3d 20 78 5e 7b 6b  | s.............math::.p(x).=.x^{k | 
| 932a0 |  2d 31 7d 5c 66 72 61 63 7b 65 5e 7b 2d 78 2f 5c    74 68 65 74 61 7d 7d 7b 5c 74 68 65 74 61 5e 6b  | -1}\frac{e^{-x/\theta}}{\theta^k | 
| 932c0 |  5c 47 61 6d 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20    20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68  | \Gamma(k)},..........where.:math | 
| 932e0 |  3a 60 6b 60 20 69 73 20 74 68 65 20 73 68 61 70    65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 74 68  | :`k`.is.the.shape.and.:math:`\th | 
| 93300 |  65 74 61 60 20 74 68 65 20 73 63 61 6c 65 2c 0a    20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d 61 74  | eta`.the.scale,.........and.:mat | 
| 93320 |  68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68    65 20 47 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e  | h:`\Gamma`.is.the.Gamma.function | 
| 93340 |  2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47    61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f  | ...........The.Gamma.distributio | 
| 93360 |  6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20    74 6f 20 6d 6f 64 65 6c 20 74 68 65 20 74 69 6d  | n.is.often.used.to.model.the.tim | 
| 93380 |  65 73 20 74 6f 20 66 61 69 6c 75 72 65 20 6f 66    0a 20 20 20 20 20 20 20 20 65 6c 65 63 74 72 6f  | es.to.failure.of.........electro | 
| 933a0 |  6e 69 63 20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20    61 6e 64 20 61 72 69 73 65 73 20 6e 61 74 75 72  | nic.components,.and.arises.natur | 
| 933c0 |  61 6c 6c 79 20 69 6e 20 70 72 6f 63 65 73 73 65    73 20 66 6f 72 20 77 68 69 63 68 20 74 68 65 0a  | ally.in.processes.for.which.the. | 
| 933e0 |  20 20 20 20 20 20 20 20 77 61 69 74 69 6e 67 20    74 69 6d 65 73 20 62 65 74 77 65 65 6e 20 50 6f  | ........waiting.times.between.Po | 
| 93400 |  69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 65    64 20 65 76 65 6e 74 73 20 61 72 65 20 72 65 6c  | isson.distributed.events.are.rel | 
| 93420 |  65 76 61 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20    52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20  | evant...........References...... | 
| 93440 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69  | ...----------............[1].Wei | 
| 93460 |  73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20    22 47 61 6d 6d 61 20 44 69 73 74 72 69 62 75 74  | sstein,.Eric.W.."Gamma.Distribut | 
| 93480 |  69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57    6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20  | ion.".From.MathWorld--A......... | 
| 934a0 |  20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57    65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20  | .......Wolfram.Web.Resource..... | 
| 934c0 |  20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70    3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c  | ............http://mathworld.wol | 
| 934e0 |  66 72 61 6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69    73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a  | fram.com/GammaDistribution.html. | 
| 93500 |  20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57    69 6b 69 70 65 64 69 61 2c 20 22 47 61 6d 6d 61  | ...........[2].Wikipedia,."Gamma | 
| 93520 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68  | .distribution",................h | 
| 93540 |  74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65    64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 47 61 6d  | ttps://en.wikipedia.org/wiki/Gam | 
| 93560 |  6d 61 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a    0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65  | ma_distribution..........Example | 
| 93580 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20  | s.........--------.........Draw. | 
| 935a0 |  73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65    20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a  | samples.from.the.distribution:.. | 
| 935c0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 73 68 61 70    65 2c 20 73 63 61 6c 65 20 3d 20 32 2e 2c 20 32  | ........>>>.shape,.scale.=.2.,.2 | 
| 935e0 |  2e 20 20 23 20 6d 65 61 6e 3d 34 2c 20 73 74 64    3d 32 2a 73 71 72 74 28 32 29 0a 20 20 20 20 20  | ...#.mean=4,.std=2*sqrt(2)...... | 
| 93600 |  20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61    6e 64 6f 6d 2e 67 61 6d 6d 61 28 73 68 61 70 65  | ...>>>.s.=.np.random.gamma(shape | 
| 93620 |  2c 20 73 63 61 6c 65 2c 20 31 30 30 30 29 0a 0a    20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20  | ,.scale,.1000)..........Display. | 
| 93640 |  74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66    20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c  | the.histogram.of.the.samples,.al | 
| 93660 |  6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20    20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79  | ong.with.........the.probability | 
| 93680 |  20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f    6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .density.function:..........>>>. | 
| 936a0 |  69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69    62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a  | import.matplotlib.pyplot.as.plt. | 
| 936c0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f    72 74 20 73 63 69 70 79 2e 73 70 65 63 69 61 6c  | ........>>>.import.scipy.special | 
| 936e0 |  20 61 73 20 73 70 73 20 20 23 20 64 6f 63 74 65    73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20  | .as.sps..#.doctest:.+SKIP....... | 
| 93700 |  20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e    73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74  | ..>>>.count,.bins,.ignored.=.plt | 
| 93720 |  2e 68 69 73 74 28 73 2c 20 35 30 2c 20 64 65 6e    73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20  | .hist(s,.50,.density=True)...... | 
| 93740 |  20 20 20 3e 3e 3e 20 79 20 3d 20 62 69 6e 73 2a    2a 28 73 68 61 70 65 2d 31 29 2a 28 6e 70 2e 65  | ...>>>.y.=.bins**(shape-1)*(np.e | 
| 93760 |  78 70 28 2d 62 69 6e 73 2f 73 63 61 6c 65 29 20    2f 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53  | xp(-bins/scale)./..#.doctest:.+S | 
| 93780 |  4b 49 50 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | KIP............................. | 
| 937a0 |  20 20 20 20 20 28 73 70 73 2e 67 61 6d 6d 61 28    73 68 61 70 65 29 2a 73 63 61 6c 65 2a 2a 73 68  | .....(sps.gamma(shape)*scale**sh | 
| 937c0 |  61 70 65 29 29 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c  | ape)).........>>>.plt.plot(bins, | 
| 937e0 |  20 79 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c    20 63 6f 6c 6f 72 3d 27 72 27 29 20 20 23 20 64  | .y,.linewidth=2,.color='r')..#.d | 
| 93800 |  6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68  | octest:.+SKIP.........>>>.plt.sh | 
| 93820 |  6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ow()............................ | 
| 93840 |  0a 20 20 20 20 20 20 20 20 66 28 64 66 6e 75 6d    2c 20 64 66 64 65 6e 2c 20 73 69 7a 65 3d 4e 6f  | .........f(dfnum,.dfden,.size=No | 
| 93860 |  6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61    77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61  | ne)..........Draw.samples.from.a | 
| 93880 |  6e 20 46 20 64 69 73 74 72 69 62 75 74 69 6f 6e    2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c  | n.F.distribution...........Sampl | 
| 938a0 |  65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f    6d 20 61 6e 20 46 20 64 69 73 74 72 69 62 75 74  | es.are.drawn.from.an.F.distribut | 
| 938c0 |  69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69    65 64 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20  | ion.with.specified.parameters,.. | 
| 938e0 |  20 20 20 20 20 20 20 60 64 66 6e 75 6d 60 20 28    64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64  | .......`dfnum`.(degrees.of.freed | 
| 93900 |  6f 6d 20 69 6e 20 6e 75 6d 65 72 61 74 6f 72 29    20 61 6e 64 20 60 64 66 64 65 6e 60 20 28 64 65  | om.in.numerator).and.`dfden`.(de | 
| 93920 |  67 72 65 65 73 20 6f 66 0a 20 20 20 20 20 20 20    20 66 72 65 65 64 6f 6d 20 69 6e 20 64 65 6e 6f  | grees.of.........freedom.in.deno | 
| 93940 |  6d 69 6e 61 74 6f 72 29 2c 20 77 68 65 72 65 20    62 6f 74 68 20 70 61 72 61 6d 65 74 65 72 73 20  | minator),.where.both.parameters. | 
| 93960 |  6d 75 73 74 20 62 65 20 67 72 65 61 74 65 72 20    74 68 61 6e 0a 20 20 20 20 20 20 20 20 7a 65 72  | must.be.greater.than.........zer | 
| 93980 |  6f 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20    72 61 6e 64 6f 6d 20 76 61 72 69 61 74 65 20 6f  | o...........The.random.variate.o | 
| 939a0 |  66 20 74 68 65 20 46 20 64 69 73 74 72 69 62 75    74 69 6f 6e 20 28 61 6c 73 6f 20 6b 6e 6f 77 6e  | f.the.F.distribution.(also.known | 
| 939c0 |  20 61 73 20 74 68 65 0a 20 20 20 20 20 20 20 20    46 69 73 68 65 72 20 64 69 73 74 72 69 62 75 74  | .as.the.........Fisher.distribut | 
| 939e0 |  69 6f 6e 29 20 69 73 20 61 20 63 6f 6e 74 69 6e    75 6f 75 73 20 70 72 6f 62 61 62 69 6c 69 74 79  | ion).is.a.continuous.probability | 
| 93a00 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20    20 20 20 20 20 20 74 68 61 74 20 61 72 69 73 65  | .distribution.........that.arise | 
| 93a20 |  73 20 69 6e 20 41 4e 4f 56 41 20 74 65 73 74 73    2c 20 61 6e 64 20 69 73 20 74 68 65 20 72 61 74  | s.in.ANOVA.tests,.and.is.the.rat | 
| 93a40 |  69 6f 20 6f 66 20 74 77 6f 20 63 68 69 2d 73 71    75 61 72 65 0a 20 20 20 20 20 20 20 20 76 61 72  | io.of.two.chi-square.........var | 
| 93a60 |  69 61 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20    2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20  | iates..............note::....... | 
| 93a80 |  20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73    68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e  | ......New.code.should.use.the.`~ | 
| 93aa0 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e    65 72 61 74 6f 72 2e 66 60 0a 20 20 20 20 20 20  | numpy.random.Generator.f`....... | 
| 93ac0 |  20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20    61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d  | ......method.of.a.`~numpy.random | 
| 93ae0 |  2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74    61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20  | .Generator`.instance.instead;... | 
| 93b00 |  20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65    20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72  | ..........please.see.the.:ref:`r | 
| 93b20 |  61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72    74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72  | andom-quick-start`...........Par | 
| 93b40 |  61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | ameters.........----------...... | 
| 93b60 |  20 20 20 64 66 6e 75 6d 20 3a 20 66 6c 6f 61 74    20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f  | ...dfnum.:.float.or.array_like.o | 
| 93b80 |  66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20    20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20  | f.floats.............Degrees.of. | 
| 93ba0 |  66 72 65 65 64 6f 6d 20 69 6e 20 6e 75 6d 65 72    61 74 6f 72 2c 20 6d 75 73 74 20 62 65 20 3e 20  | freedom.in.numerator,.must.be.>. | 
| 93bc0 |  30 2e 0a 20 20 20 20 20 20 20 20 64 66 64 65 6e    20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61  | 0..........dfden.:.float.or.arra | 
| 93be0 |  79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 0a    20 20 20 20 20 20 20 20 20 20 20 20 44 65 67 72  | y_like.of.float.............Degr | 
| 93c00 |  65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 20 69    6e 20 64 65 6e 6f 6d 69 6e 61 74 6f 72 2c 20 6d  | ees.of.freedom.in.denominator,.m | 
| 93c20 |  75 73 74 20 62 65 20 3e 20 30 2e 0a 20 20 20 20    20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f  | ust.be.>.0..........size.:.int.o | 
| 93c40 |  72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c    20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20  | r.tuple.of.ints,.optional....... | 
| 93c60 |  20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61    70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65  | ......Output.shape...If.the.give | 
| 93c80 |  6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e    2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c  | n.shape.is,.e.g.,.``(m,.n,.k)``, | 
| 93ca0 |  20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20    20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20  | .then.............``m.*.n.*.k``. | 
| 93cc0 |  73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60  | samples.are.drawn...If.size.is.` | 
| 93ce0 |  60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74    29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61  | `None``.(default),.............a | 
| 93d00 |  20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73    20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 64  | .single.value.is.returned.if.``d | 
| 93d20 |  66 6e 75 6d 60 60 20 61 6e 64 20 60 60 64 66 64    65 6e 60 60 20 61 72 65 20 62 6f 74 68 20 73 63  | fnum``.and.``dfden``.are.both.sc | 
| 93d40 |  61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20    20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60  | alars..............Otherwise,.`` | 
| 93d60 |  6e 70 2e 62 72 6f 61 64 63 61 73 74 28 64 66 6e    75 6d 2c 20 64 66 64 65 6e 29 2e 73 69 7a 65 60  | np.broadcast(dfnum,.dfden).size` | 
| 93d80 |  60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72    61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65  | `.samples.are.drawn...........Re | 
| 93da0 |  74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75  | turns.........-------.........ou | 
| 93dc0 |  74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73    63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20  | t.:.ndarray.or.scalar........... | 
| 93de0 |  20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20    66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74  | ..Drawn.samples.from.the.paramet | 
| 93e00 |  65 72 69 7a 65 64 20 46 69 73 68 65 72 20 64 69    73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20  | erized.Fisher.distribution...... | 
| 93e20 |  20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20  | .....See.Also.........--------.. | 
| 93e40 |  20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61    74 73 2e 66 20 3a 20 70 72 6f 62 61 62 69 6c 69  | .......scipy.stats.f.:.probabili | 
| 93e60 |  74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74    69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f  | ty.density.function,.distributio | 
| 93e80 |  6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20    20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73  | n.or.............cumulative.dens | 
| 93ea0 |  69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74    63 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f  | ity.function,.etc..........rando | 
| 93ec0 |  6d 2e 47 65 6e 65 72 61 74 6f 72 2e 66 3a 20 77    68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75  | m.Generator.f:.which.should.be.u | 
| 93ee0 |  73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65    2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73  | sed.for.new.code...........Notes | 
| 93f00 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 54 68 65 20 46 20 73 74 61  | .........-----.........The.F.sta | 
| 93f20 |  74 69 73 74 69 63 20 69 73 20 75 73 65 64 20 74    6f 20 63 6f 6d 70 61 72 65 20 69 6e 2d 67 72 6f  | tistic.is.used.to.compare.in-gro | 
| 93f40 |  75 70 20 76 61 72 69 61 6e 63 65 73 20 74 6f 20    62 65 74 77 65 65 6e 2d 67 72 6f 75 70 0a 20 20  | up.variances.to.between-group... | 
| 93f60 |  20 20 20 20 20 20 76 61 72 69 61 6e 63 65 73 2e    20 43 61 6c 63 75 6c 61 74 69 6e 67 20 74 68 65  | ......variances..Calculating.the | 
| 93f80 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 64 65    70 65 6e 64 73 20 6f 6e 20 74 68 65 20 73 61 6d  | .distribution.depends.on.the.sam | 
| 93fa0 |  70 6c 69 6e 67 2c 20 61 6e 64 0a 20 20 20 20 20    20 20 20 73 6f 20 69 74 20 69 73 20 61 20 66 75  | pling,.and.........so.it.is.a.fu | 
| 93fc0 |  6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 72 65    73 70 65 63 74 69 76 65 20 64 65 67 72 65 65 73  | nction.of.the.respective.degrees | 
| 93fe0 |  20 6f 66 20 66 72 65 65 64 6f 6d 20 69 6e 20 74    68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 6c  | .of.freedom.in.the.........probl | 
| 94000 |  65 6d 2e 20 20 54 68 65 20 76 61 72 69 61 62 6c    65 20 60 64 66 6e 75 6d 60 20 69 73 20 74 68 65  | em...The.variable.`dfnum`.is.the | 
| 94020 |  20 6e 75 6d 62 65 72 20 6f 66 20 73 61 6d 70 6c    65 73 20 6d 69 6e 75 73 20 6f 6e 65 2c 20 74 68  | .number.of.samples.minus.one,.th | 
| 94040 |  65 0a 20 20 20 20 20 20 20 20 62 65 74 77 65 65    6e 2d 67 72 6f 75 70 73 20 64 65 67 72 65 65 73  | e.........between-groups.degrees | 
| 94060 |  20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 77 68 69    6c 65 20 60 64 66 64 65 6e 60 20 69 73 20 74 68  | .of.freedom,.while.`dfden`.is.th | 
| 94080 |  65 20 77 69 74 68 69 6e 2d 67 72 6f 75 70 73 0a    20 20 20 20 20 20 20 20 64 65 67 72 65 65 73 20  | e.within-groups.........degrees. | 
| 940a0 |  6f 66 20 66 72 65 65 64 6f 6d 2c 20 74 68 65 20    73 75 6d 20 6f 66 20 74 68 65 20 6e 75 6d 62 65  | of.freedom,.the.sum.of.the.numbe | 
| 940c0 |  72 20 6f 66 20 73 61 6d 70 6c 65 73 20 69 6e 20    65 61 63 68 20 67 72 6f 75 70 0a 20 20 20 20 20  | r.of.samples.in.each.group...... | 
| 940e0 |  20 20 20 6d 69 6e 75 73 20 74 68 65 20 6e 75 6d    62 65 72 20 6f 66 20 67 72 6f 75 70 73 2e 0a 0a  | ...minus.the.number.of.groups... | 
| 94100 |  20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63    65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ........References.........----- | 
| 94120 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e    20 5b 31 5d 20 47 6c 61 6e 74 7a 2c 20 53 74 61  | -----............[1].Glantz,.Sta | 
| 94140 |  6e 74 6f 6e 20 41 2e 20 22 50 72 69 6d 65 72 20    6f 66 20 42 69 6f 73 74 61 74 69 73 74 69 63 73  | nton.A.."Primer.of.Biostatistics | 
| 94160 |  2e 22 2c 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .",.McGraw-Hill,................ | 
| 94180 |  46 69 66 74 68 20 45 64 69 74 69 6f 6e 2c 20 32    30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20  | Fifth.Edition,.2002............. | 
| 941a0 |  5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22    46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c  | [2].Wikipedia,."F-distribution", | 
| 941c0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70  | ................https://en.wikip | 
| 941e0 |  65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 46 2d    64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20  | edia.org/wiki/F-distribution.... | 
| 94200 |  20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a  | ......Examples.........--------. | 
| 94220 |  20 20 20 20 20 20 20 20 41 6e 20 65 78 61 6d 70    6c 65 20 66 72 6f 6d 20 47 6c 61 6e 74 7a 5b 31  | ........An.example.from.Glantz[1 | 
| 94240 |  5d 2c 20 70 70 20 34 37 2d 34 30 3a 0a 0a 20 20    20 20 20 20 20 20 54 77 6f 20 67 72 6f 75 70 73  | ],.pp.47-40:..........Two.groups | 
| 94260 |  2c 20 63 68 69 6c 64 72 65 6e 20 6f 66 20 64 69    61 62 65 74 69 63 73 20 28 32 35 20 70 65 6f 70  | ,.children.of.diabetics.(25.peop | 
| 94280 |  6c 65 29 20 61 6e 64 20 63 68 69 6c 64 72 65 6e    20 66 72 6f 6d 20 70 65 6f 70 6c 65 0a 20 20 20  | le).and.children.from.people.... | 
| 942a0 |  20 20 20 20 20 77 69 74 68 6f 75 74 20 64 69 61    62 65 74 65 73 20 28 32 35 20 63 6f 6e 74 72 6f  | .....without.diabetes.(25.contro | 
| 942c0 |  6c 73 29 2e 20 46 61 73 74 69 6e 67 20 62 6c 6f    6f 64 20 67 6c 75 63 6f 73 65 20 77 61 73 20 6d  | ls)..Fasting.blood.glucose.was.m | 
| 942e0 |  65 61 73 75 72 65 64 2c 0a 20 20 20 20 20 20 20    20 63 61 73 65 20 67 72 6f 75 70 20 68 61 64 20  | easured,.........case.group.had. | 
| 94300 |  61 20 6d 65 61 6e 20 76 61 6c 75 65 20 6f 66 20    38 36 2e 31 2c 20 63 6f 6e 74 72 6f 6c 73 20 68  | a.mean.value.of.86.1,.controls.h | 
| 94320 |  61 64 20 61 20 6d 65 61 6e 20 76 61 6c 75 65 20    6f 66 0a 20 20 20 20 20 20 20 20 38 32 2e 32 2e  | ad.a.mean.value.of.........82.2. | 
| 94340 |  20 53 74 61 6e 64 61 72 64 20 64 65 76 69 61 74    69 6f 6e 73 20 77 65 72 65 20 32 2e 30 39 20 61  | .Standard.deviations.were.2.09.a | 
| 94360 |  6e 64 20 32 2e 34 39 20 72 65 73 70 65 63 74 69    76 65 6c 79 2e 20 41 72 65 20 74 68 65 73 65 0a  | nd.2.49.respectively..Are.these. | 
| 94380 |  20 20 20 20 20 20 20 20 64 61 74 61 20 63 6f 6e    73 69 73 74 65 6e 74 20 77 69 74 68 20 74 68 65  | ........data.consistent.with.the | 
| 943a0 |  20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73    20 74 68 61 74 20 74 68 65 20 70 61 72 65 6e 74  | .null.hypothesis.that.the.parent | 
| 943c0 |  73 20 64 69 61 62 65 74 69 63 0a 20 20 20 20 20    20 20 20 73 74 61 74 75 73 20 64 6f 65 73 20 6e  | s.diabetic.........status.does.n | 
| 943e0 |  6f 74 20 61 66 66 65 63 74 20 74 68 65 69 72 20    63 68 69 6c 64 72 65 6e 27 73 20 62 6c 6f 6f 64  | ot.affect.their.children's.blood | 
| 94400 |  20 67 6c 75 63 6f 73 65 20 6c 65 76 65 6c 73 3f    0a 20 20 20 20 20 20 20 20 43 61 6c 63 75 6c 61  | .glucose.levels?.........Calcula | 
| 94420 |  74 69 6e 67 20 74 68 65 20 46 20 73 74 61 74 69    73 74 69 63 20 66 72 6f 6d 20 74 68 65 20 64 61  | ting.the.F.statistic.from.the.da | 
| 94440 |  74 61 20 67 69 76 65 73 20 61 20 76 61 6c 75 65    20 6f 66 20 33 36 2e 30 31 2e 0a 0a 20 20 20 20  | ta.gives.a.value.of.36.01....... | 
| 94460 |  20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73    20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69  | ....Draw.samples.from.the.distri | 
| 94480 |  62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20    20 3e 3e 3e 20 64 66 6e 75 6d 20 3d 20 31 2e 20  | bution:..........>>>.dfnum.=.1.. | 
| 944a0 |  23 20 62 65 74 77 65 65 6e 20 67 72 6f 75 70 20    64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64  | #.between.group.degrees.of.freed | 
| 944c0 |  6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64    66 64 65 6e 20 3d 20 34 38 2e 20 23 20 77 69 74  | om.........>>>.dfden.=.48..#.wit | 
| 944e0 |  68 69 6e 20 67 72 6f 75 70 73 20 64 65 67 72 65    65 73 20 6f 66 20 66 72 65 65 64 6f 6d 0a 20 20  | hin.groups.degrees.of.freedom... | 
| 94500 |  20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70    2e 72 61 6e 64 6f 6d 2e 66 28 64 66 6e 75 6d 2c  | ......>>>.s.=.np.random.f(dfnum, | 
| 94520 |  20 64 66 64 65 6e 2c 20 31 30 30 30 29 0a 0a 20    20 20 20 20 20 20 20 54 68 65 20 6c 6f 77 65 72  | .dfden,.1000)..........The.lower | 
| 94540 |  20 62 6f 75 6e 64 20 66 6f 72 20 74 68 65 20 74    6f 70 20 31 25 20 6f 66 20 74 68 65 20 73 61 6d  | .bound.for.the.top.1%.of.the.sam | 
| 94560 |  70 6c 65 73 20 69 73 20 3a 0a 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 6e 70 2e 73 6f 72 74 28 73  | ples.is.:..........>>>.np.sort(s | 
| 94580 |  29 5b 2d 31 30 5d 0a 20 20 20 20 20 20 20 20 37    2e 36 31 39 38 38 31 32 30 39 38 35 20 23 20 72  | )[-10].........7.61988120985.#.r | 
| 945a0 |  61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 53    6f 20 74 68 65 72 65 20 69 73 20 61 62 6f 75 74  | andom..........So.there.is.about | 
| 945c0 |  20 61 20 31 25 20 63 68 61 6e 63 65 20 74 68 61    74 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69  | .a.1%.chance.that.the.F.statisti | 
| 945e0 |  63 20 77 69 6c 6c 20 65 78 63 65 65 64 20 37 2e    36 32 2c 0a 20 20 20 20 20 20 20 20 74 68 65 20  | c.will.exceed.7.62,.........the. | 
| 94600 |  6d 65 61 73 75 72 65 64 20 76 61 6c 75 65 20 69    73 20 33 36 2c 20 73 6f 20 74 68 65 20 6e 75 6c  | measured.value.is.36,.so.the.nul | 
| 94620 |  6c 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 20    72 65 6a 65 63 74 65 64 20 61 74 20 74 68 65 20  | l.hypothesis.is.rejected.at.the. | 
| 94640 |  31 25 0a 20 20 20 20 20 20 20 20 6c 65 76 65 6c    2e 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00  | 1%.........level................ | 
| 94660 |  0a 20 20 20 20 20 20 20 20 65 78 70 6f 6e 65 6e    74 69 61 6c 28 73 63 61 6c 65 3d 31 2e 30 2c 20  | .........exponential(scale=1.0,. | 
| 94680 |  73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20    20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73  | size=None)..........Draw.samples | 
| 946a0 |  20 66 72 6f 6d 20 61 6e 20 65 78 70 6f 6e 65 6e    74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f  | .from.an.exponential.distributio | 
| 946c0 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 73 20    70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73  | n...........Its.probability.dens | 
| 946e0 |  69 74 79 20 66 75 6e 63 74 69 6f 6e 20 69 73 0a    0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68  | ity.function.is.............math | 
| 94700 |  3a 3a 20 66 28 78 3b 20 5c 66 72 61 63 7b 31 7d    7b 5c 62 65 74 61 7d 29 20 3d 20 5c 66 72 61 63  | ::.f(x;.\frac{1}{\beta}).=.\frac | 
| 94720 |  7b 31 7d 7b 5c 62 65 74 61 7d 20 5c 65 78 70 28    2d 5c 66 72 61 63 7b 78 7d 7b 5c 62 65 74 61 7d  | {1}{\beta}.\exp(-\frac{x}{\beta} | 
| 94740 |  29 2c 0a 0a 20 20 20 20 20 20 20 20 66 6f 72 20    60 60 78 20 3e 20 30 60 60 20 61 6e 64 20 30 20  | ),..........for.``x.>.0``.and.0. | 
| 94760 |  65 6c 73 65 77 68 65 72 65 2e 20 3a 6d 61 74 68    3a 60 5c 62 65 74 61 60 20 69 73 20 74 68 65 20  | elsewhere..:math:`\beta`.is.the. | 
| 94780 |  73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 2c    0a 20 20 20 20 20 20 20 20 77 68 69 63 68 20 69  | scale.parameter,.........which.i | 
| 947a0 |  73 20 74 68 65 20 69 6e 76 65 72 73 65 20 6f 66    20 74 68 65 20 72 61 74 65 20 70 61 72 61 6d 65  | s.the.inverse.of.the.rate.parame | 
| 947c0 |  74 65 72 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62    64 61 20 3d 20 31 2f 5c 62 65 74 61 60 2e 0a 20  | ter.:math:`\lambda.=.1/\beta`... | 
| 947e0 |  20 20 20 20 20 20 20 54 68 65 20 72 61 74 65 20    70 61 72 61 6d 65 74 65 72 20 69 73 20 61 6e 20  | .......The.rate.parameter.is.an. | 
| 94800 |  61 6c 74 65 72 6e 61 74 69 76 65 2c 20 77 69 64    65 6c 79 20 75 73 65 64 20 70 61 72 61 6d 65 74  | alternative,.widely.used.paramet | 
| 94820 |  65 72 69 7a 61 74 69 6f 6e 0a 20 20 20 20 20 20    20 20 6f 66 20 74 68 65 20 65 78 70 6f 6e 65 6e  | erization.........of.the.exponen | 
| 94840 |  74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 5b 33 5d 5f 2e 0a 0a 20 20 20 20 20 20 20  | tial.distribution.[3]_.......... | 
| 94860 |  20 54 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73  | .The.exponential.distribution.is | 
| 94880 |  20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 61 6e    61 6c 6f 67 75 65 20 6f 66 20 74 68 65 0a 20 20  | .a.continuous.analogue.of.the... | 
| 948a0 |  20 20 20 20 20 20 67 65 6f 6d 65 74 72 69 63 20    64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 49  | ......geometric.distribution...I | 
| 948c0 |  74 20 64 65 73 63 72 69 62 65 73 20 6d 61 6e 79    20 63 6f 6d 6d 6f 6e 20 73 69 74 75 61 74 69 6f  | t.describes.many.common.situatio | 
| 948e0 |  6e 73 2c 20 73 75 63 68 20 61 73 0a 20 20 20 20    20 20 20 20 74 68 65 20 73 69 7a 65 20 6f 66 20  | ns,.such.as.........the.size.of. | 
| 94900 |  72 61 69 6e 64 72 6f 70 73 20 6d 65 61 73 75 72    65 64 20 6f 76 65 72 20 6d 61 6e 79 20 72 61 69  | raindrops.measured.over.many.rai | 
| 94920 |  6e 73 74 6f 72 6d 73 20 5b 31 5d 5f 2c 20 6f 72    20 74 68 65 20 74 69 6d 65 0a 20 20 20 20 20 20  | nstorms.[1]_,.or.the.time....... | 
| 94940 |  20 20 62 65 74 77 65 65 6e 20 70 61 67 65 20 72    65 71 75 65 73 74 73 20 74 6f 20 57 69 6b 69 70  | ..between.page.requests.to.Wikip | 
| 94960 |  65 64 69 61 20 5b 32 5d 5f 2e 0a 0a 20 20 20 20    20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20  | edia.[2]_..............note::... | 
| 94980 |  20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f    64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68  | ..........New.code.should.use.th | 
| 949a0 |  65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d    2e 47 65 6e 65 72 61 74 6f 72 2e 65 78 70 6f 6e  | e.`~numpy.random.Generator.expon | 
| 949c0 |  65 6e 74 69 61 6c 60 0a 20 20 20 20 20 20 20 20    20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20  | ential`.............method.of.a. | 
| 949e0 |  60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47    65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e  | `~numpy.random.Generator`.instan | 
| 94a00 |  63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20    20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73  | ce.instead;.............please.s | 
| 94a20 |  65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e    64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60  | ee.the.:ref:`random-quick-start` | 
| 94a40 |  2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d    65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d  | ...........Parameters.........-- | 
| 94a60 |  2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f  | --------.........scale.:.float.o | 
| 94a80 |  72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20    66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20  | r.array_like.of.floats.......... | 
| 94aa0 |  20 20 20 54 68 65 20 73 63 61 6c 65 20 70 61 72    61 6d 65 74 65 72 2c 20 3a 6d 61 74 68 3a 60 5c  | ...The.scale.parameter,.:math:`\ | 
| 94ac0 |  62 65 74 61 20 3d 20 31 2f 5c 6c 61 6d 62 64 61    60 2e 20 4d 75 73 74 20 62 65 0a 20 20 20 20 20  | beta.=.1/\lambda`..Must.be...... | 
| 94ae0 |  20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65 67 61 74    69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a  | .......non-negative..........siz | 
| 94b00 |  65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65    20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e  | e.:.int.or.tuple.of.ints,.option | 
| 94b20 |  61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f    75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66  | al.............Output.shape...If | 
| 94b40 |  20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65    20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c  | .the.given.shape.is,.e.g.,.``(m, | 
| 94b60 |  20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20    20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a  | .n,.k)``,.then.............``m.* | 
| 94b80 |  20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73    20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20  | .n.*.k``.samples.are.drawn...If. | 
| 94ba0 |  73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60    20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20  | size.is.``None``.(default),..... | 
| 94bc0 |  20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65    20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e  | ........a.single.value.is.return | 
| 94be0 |  65 64 20 69 66 20 60 60 73 63 61 6c 65 60 60 20    69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74  | ed.if.``scale``.is.a.scalar...Ot | 
| 94c00 |  68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20    20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28  | herwise,.............``np.array( | 
| 94c20 |  73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61    6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e  | scale).size``.samples.are.drawn. | 
| 94c40 |  0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e    73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | ..........Returns.........------ | 
| 94c60 |  2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20    6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61  | -.........out.:.ndarray.or.scala | 
| 94c80 |  72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72    61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d  | r.............Drawn.samples.from | 
| 94ca0 |  20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a    65 64 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64  | .the.parameterized.exponential.d | 
| 94cc0 |  69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20    20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20  | istribution...........Examples.. | 
| 94ce0 |  20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 41 20 72 65 61 6c 20 77  | .......--------.........A.real.w | 
| 94d00 |  6f 72 6c 64 20 65 78 61 6d 70 6c 65 3a 20 41 73    73 75 6d 65 20 61 20 63 6f 6d 70 61 6e 79 20 68  | orld.example:.Assume.a.company.h | 
| 94d20 |  61 73 20 31 30 30 30 30 20 63 75 73 74 6f 6d 65    72 20 73 75 70 70 6f 72 74 20 0a 20 20 20 20 20  | as.10000.customer.support....... | 
| 94d40 |  20 20 20 61 67 65 6e 74 73 20 61 6e 64 20 74 68    65 20 61 76 65 72 61 67 65 20 74 69 6d 65 20 62  | ...agents.and.the.average.time.b | 
| 94d60 |  65 74 77 65 65 6e 20 63 75 73 74 6f 6d 65 72 20    63 61 6c 6c 73 20 69 73 20 34 20 6d 69 6e 75 74  | etween.customer.calls.is.4.minut | 
| 94d80 |  65 73 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 6e 20 3d 20 31 30 30 30 30 0a 20 20 20 20 20  | es...........>>>.n.=.10000...... | 
| 94da0 |  20 20 20 3e 3e 3e 20 74 69 6d 65 5f 62 65 74 77    65 65 6e 5f 63 61 6c 6c 73 20 3d 20 6e 70 2e 72  | ...>>>.time_between_calls.=.np.r | 
| 94dc0 |  61 6e 64 6f 6d 2e 64 65 66 61 75 6c 74 5f 72 6e    67 28 29 2e 65 78 70 6f 6e 65 6e 74 69 61 6c 28  | andom.default_rng().exponential( | 
| 94de0 |  73 63 61 6c 65 3d 34 2c 20 73 69 7a 65 3d 6e 29    0a 0a 20 20 20 20 20 20 20 20 57 68 61 74 20 69  | scale=4,.size=n)..........What.i | 
| 94e00 |  73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74    79 20 74 68 61 74 20 61 20 63 75 73 74 6f 6d 65  | s.the.probability.that.a.custome | 
| 94e20 |  72 20 77 69 6c 6c 20 63 61 6c 6c 20 69 6e 20 74    68 65 20 6e 65 78 74 20 0a 20 20 20 20 20 20 20  | r.will.call.in.the.next......... | 
| 94e40 |  20 34 20 74 6f 20 35 20 6d 69 6e 75 74 65 73 3f    20 0a 20 20 20 20 20 20 20 20 0a 20 20 20 20 20  | .4.to.5.minutes?................ | 
| 94e60 |  20 20 20 3e 3e 3e 20 78 20 3d 20 28 28 74 69 6d    65 5f 62 65 74 77 65 65 6e 5f 63 61 6c 6c 73 20  | ...>>>.x.=.((time_between_calls. | 
| 94e80 |  3c 20 35 29 2e 73 75 6d 28 29 29 2f 6e 20 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 28  | <.5).sum())/n..........>>>.y.=.( | 
| 94ea0 |  28 74 69 6d 65 5f 62 65 74 77 65 65 6e 5f 63 61    6c 6c 73 20 3c 20 34 29 2e 73 75 6d 28 29 29 2f  | (time_between_calls.<.4).sum())/ | 
| 94ec0 |  6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 2d    79 0a 20 20 20 20 20 20 20 20 30 2e 30 38 20 23  | n.........>>>.x-y.........0.08.# | 
| 94ee0 |  20 6d 61 79 20 76 61 72 79 0a 0a 20 20 20 20 20    20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20  | .may.vary..........See.Also..... | 
| 94f00 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65  | ....--------.........random.Gene | 
| 94f20 |  72 61 74 6f 72 2e 65 78 70 6f 6e 65 6e 74 69 61    6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20  | rator.exponential:.which.should. | 
| 94f40 |  62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20    63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 52  | be.used.for.new.code...........R | 
| 94f60 |  65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | eferences.........----------.... | 
| 94f80 |  20 20 20 20 20 2e 2e 20 5b 31 5d 20 50 65 79 74    6f 6e 20 5a 2e 20 50 65 65 62 6c 65 73 20 4a 72  | ........[1].Peyton.Z..Peebles.Jr | 
| 94fa0 |  2e 2c 20 22 50 72 6f 62 61 62 69 6c 69 74 79 2c    20 52 61 6e 64 6f 6d 20 56 61 72 69 61 62 6c 65  | .,."Probability,.Random.Variable | 
| 94fc0 |  73 20 61 6e 64 0a 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 52 61 6e 64 6f 6d 20 53 69 67 6e  | s.and................Random.Sign | 
| 94fe0 |  61 6c 20 50 72 69 6e 63 69 70 6c 65 73 22 2c 20    34 74 68 20 65 64 2c 20 32 30 30 31 2c 20 70 2e  | al.Principles",.4th.ed,.2001,.p. | 
| 95000 |  20 35 37 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20    5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22  | .57.............[2].Wikipedia,." | 
| 95020 |  50 6f 69 73 73 6f 6e 20 70 72 6f 63 65 73 73 22    2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | Poisson.process",............... | 
| 95040 |  20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69    70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 50  | .https://en.wikipedia.org/wiki/P | 
| 95060 |  6f 69 73 73 6f 6e 5f 70 72 6f 63 65 73 73 0a 20    20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69  | oisson_process............[3].Wi | 
| 95080 |  6b 69 70 65 64 69 61 2c 20 22 45 78 70 6f 6e 65    6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69  | kipedia,."Exponential.distributi | 
| 950a0 |  6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77  | on",................https://en.w | 
| 950c0 |  69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b    69 2f 45 78 70 6f 6e 65 6e 74 69 61 6c 5f 64 69  | ikipedia.org/wiki/Exponential_di | 
| 950e0 |  73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20    20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00  | stribution...................... | 
| 95100 |  0a 20 20 20 20 20 20 20 20 63 68 6f 69 63 65 28    61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 2c 20 72 65  | .........choice(a,.size=None,.re | 
| 95120 |  70 6c 61 63 65 3d 54 72 75 65 2c 20 70 3d 4e 6f    6e 65 29 0a 0a 20 20 20 20 20 20 20 20 47 65 6e  | place=True,.p=None)..........Gen | 
| 95140 |  65 72 61 74 65 73 20 61 20 72 61 6e 64 6f 6d 20    73 61 6d 70 6c 65 20 66 72 6f 6d 20 61 20 67 69  | erates.a.random.sample.from.a.gi | 
| 95160 |  76 65 6e 20 31 2d 44 20 61 72 72 61 79 0a 0a 20    20 20 20 20 20 20 20 2e 2e 20 76 65 72 73 69 6f  | ven.1-D.array.............versio | 
| 95180 |  6e 61 64 64 65 64 3a 3a 20 31 2e 37 2e 30 0a 0a    20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a  | nadded::.1.7.0.............note: | 
| 951a0 |  3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65    77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73  | :.............New.code.should.us | 
| 951c0 |  65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 63  | e.the.`~numpy.random.Generator.c | 
| 951e0 |  68 6f 69 63 65 60 0a 20 20 20 20 20 20 20 20 20    20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60  | hoice`.............method.of.a.` | 
| 95200 |  7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65    6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63  | ~numpy.random.Generator`.instanc | 
| 95220 |  65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20    20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65  | e.instead;.............please.se | 
| 95240 |  65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64    6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e  | e.the.:ref:`random-quick-start`. | 
| 95260 |  0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65    74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d  | ..........Parameters.........--- | 
| 95280 |  2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20    61 20 3a 20 31 2d 44 20 61 72 72 61 79 2d 6c 69  | -------.........a.:.1-D.array-li | 
| 952a0 |  6b 65 20 6f 72 20 69 6e 74 0a 20 20 20 20 20 20    20 20 20 20 20 20 49 66 20 61 6e 20 6e 64 61 72  | ke.or.int.............If.an.ndar | 
| 952c0 |  72 61 79 2c 20 61 20 72 61 6e 64 6f 6d 20 73 61    6d 70 6c 65 20 69 73 20 67 65 6e 65 72 61 74 65  | ray,.a.random.sample.is.generate | 
| 952e0 |  64 20 66 72 6f 6d 20 69 74 73 20 65 6c 65 6d 65    6e 74 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20  | d.from.its.elements............. | 
| 95300 |  20 49 66 20 61 6e 20 69 6e 74 2c 20 74 68 65 20    72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 69 73  | .If.an.int,.the.random.sample.is | 
| 95320 |  20 67 65 6e 65 72 61 74 65 64 20 61 73 20 69 66    20 69 74 20 77 65 72 65 20 60 60 6e 70 2e 61 72  | .generated.as.if.it.were.``np.ar | 
| 95340 |  61 6e 67 65 28 61 29 60 60 0a 20 20 20 20 20 20    20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20  | ange(a)``.........size.:.int.or. | 
| 95360 |  74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f    70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20  | tuple.of.ints,.optional......... | 
| 95380 |  20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65    2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20  | ....Output.shape...If.the.given. | 
| 953a0 |  73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20    60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74  | shape.is,.e.g.,.``(m,.n,.k)``,.t | 
| 953c0 |  68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20    60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61  | hen.............``m.*.n.*.k``.sa | 
| 953e0 |  6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e    20 20 44 65 66 61 75 6c 74 20 69 73 20 4e 6f 6e  | mples.are.drawn...Default.is.Non | 
| 95400 |  65 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65    20 61 0a 20 20 20 20 20 20 20 20 20 20 20 20 73  | e,.in.which.case.a.............s | 
| 95420 |  69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72    65 74 75 72 6e 65 64 2e 0a 20 20 20 20 20 20 20  | ingle.value.is.returned......... | 
| 95440 |  20 72 65 70 6c 61 63 65 20 3a 20 62 6f 6f 6c 65    61 6e 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20  | .replace.:.boolean,.optional.... | 
| 95460 |  20 20 20 20 20 20 20 20 20 57 68 65 74 68 65 72    20 74 68 65 20 73 61 6d 70 6c 65 20 69 73 20 77  | .........Whether.the.sample.is.w | 
| 95480 |  69 74 68 20 6f 72 20 77 69 74 68 6f 75 74 20 72    65 70 6c 61 63 65 6d 65 6e 74 2e 20 44 65 66 61  | ith.or.without.replacement..Defa | 
| 954a0 |  75 6c 74 20 69 73 20 54 72 75 65 2c 0a 20 20 20    20 20 20 20 20 20 20 20 20 6d 65 61 6e 69 6e 67  | ult.is.True,.............meaning | 
| 954c0 |  20 74 68 61 74 20 61 20 76 61 6c 75 65 20 6f 66    20 60 60 61 60 60 20 63 61 6e 20 62 65 20 73 65  | .that.a.value.of.``a``.can.be.se | 
| 954e0 |  6c 65 63 74 65 64 20 6d 75 6c 74 69 70 6c 65 20    74 69 6d 65 73 2e 0a 20 20 20 20 20 20 20 20 70  | lected.multiple.times..........p | 
| 95500 |  20 3a 20 31 2d 44 20 61 72 72 61 79 2d 6c 69 6b    65 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20  | .:.1-D.array-like,.optional..... | 
| 95520 |  20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62    61 62 69 6c 69 74 69 65 73 20 61 73 73 6f 63 69  | ........The.probabilities.associ | 
| 95540 |  61 74 65 64 20 77 69 74 68 20 65 61 63 68 20 65    6e 74 72 79 20 69 6e 20 61 2e 0a 20 20 20 20 20  | ated.with.each.entry.in.a....... | 
| 95560 |  20 20 20 20 20 20 20 49 66 20 6e 6f 74 20 67 69    76 65 6e 2c 20 74 68 65 20 73 61 6d 70 6c 65 20  | .......If.not.given,.the.sample. | 
| 95580 |  61 73 73 75 6d 65 73 20 61 20 75 6e 69 66 6f 72    6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f  | assumes.a.uniform.distribution.o | 
| 955a0 |  76 65 72 20 61 6c 6c 0a 20 20 20 20 20 20 20 20    20 20 20 20 65 6e 74 72 69 65 73 20 69 6e 20 60  | ver.all.............entries.in.` | 
| 955c0 |  60 61 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 52    65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d  | `a``...........Returns.........- | 
| 955e0 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73    61 6d 70 6c 65 73 20 3a 20 73 69 6e 67 6c 65 20  | ------.........samples.:.single. | 
| 95600 |  69 74 65 6d 20 6f 72 20 6e 64 61 72 72 61 79 0a    20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20  | item.or.ndarray.............The. | 
| 95620 |  67 65 6e 65 72 61 74 65 64 20 72 61 6e 64 6f 6d    20 73 61 6d 70 6c 65 73 0a 0a 20 20 20 20 20 20  | generated.random.samples........ | 
| 95640 |  20 20 52 61 69 73 65 73 0a 20 20 20 20 20 20 20    20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | ..Raises.........------......... | 
| 95660 |  56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20    20 20 20 20 20 20 20 49 66 20 61 20 69 73 20 61  | ValueError.............If.a.is.a | 
| 95680 |  6e 20 69 6e 74 20 61 6e 64 20 6c 65 73 73 20 74    68 61 6e 20 7a 65 72 6f 2c 20 69 66 20 61 20 6f  | n.int.and.less.than.zero,.if.a.o | 
| 956a0 |  72 20 70 20 61 72 65 20 6e 6f 74 20 31 2d 64 69    6d 65 6e 73 69 6f 6e 61 6c 2c 0a 20 20 20 20 20  | r.p.are.not.1-dimensional,...... | 
| 956c0 |  20 20 20 20 20 20 20 69 66 20 61 20 69 73 20 61    6e 20 61 72 72 61 79 2d 6c 69 6b 65 20 6f 66 20  | .......if.a.is.an.array-like.of. | 
| 956e0 |  73 69 7a 65 20 30 2c 20 69 66 20 70 20 69 73 20    6e 6f 74 20 61 20 76 65 63 74 6f 72 20 6f 66 0a  | size.0,.if.p.is.not.a.vector.of. | 
| 95700 |  20 20 20 20 20 20 20 20 20 20 20 20 70 72 6f 62    61 62 69 6c 69 74 69 65 73 2c 20 69 66 20 61 20  | ............probabilities,.if.a. | 
| 95720 |  61 6e 64 20 70 20 68 61 76 65 20 64 69 66 66 65    72 65 6e 74 20 6c 65 6e 67 74 68 73 2c 20 6f 72  | and.p.have.different.lengths,.or | 
| 95740 |  20 69 66 0a 20 20 20 20 20 20 20 20 20 20 20 20    72 65 70 6c 61 63 65 3d 46 61 6c 73 65 20 61 6e  | .if.............replace=False.an | 
| 95760 |  64 20 74 68 65 20 73 61 6d 70 6c 65 20 73 69 7a    65 20 69 73 20 67 72 65 61 74 65 72 20 74 68 61  | d.the.sample.size.is.greater.tha | 
| 95780 |  6e 20 74 68 65 20 70 6f 70 75 6c 61 74 69 6f 6e    0a 20 20 20 20 20 20 20 20 20 20 20 20 73 69 7a  | n.the.population.............siz | 
| 957a0 |  65 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41    6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | e..........See.Also.........---- | 
| 957c0 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e    64 69 6e 74 2c 20 73 68 75 66 66 6c 65 2c 20 70  | ----.........randint,.shuffle,.p | 
| 957e0 |  65 72 6d 75 74 61 74 69 6f 6e 0a 20 20 20 20 20    20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | ermutation.........random.Genera | 
| 95800 |  74 6f 72 2e 63 68 6f 69 63 65 3a 20 77 68 69 63    68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64  | tor.choice:.which.should.be.used | 
| 95820 |  20 69 6e 20 6e 65 77 20 63 6f 64 65 0a 0a 20 20    20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20  | .in.new.code..........Notes..... | 
| 95840 |  20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 53 65 74 74 69 6e 67 20 75 73 65 72 2d 73  | ....-----.........Setting.user-s | 
| 95860 |  70 65 63 69 66 69 65 64 20 70 72 6f 62 61 62 69    6c 69 74 69 65 73 20 74 68 72 6f 75 67 68 20 60  | pecified.probabilities.through.` | 
| 95880 |  60 70 60 60 20 75 73 65 73 20 61 20 6d 6f 72 65    20 67 65 6e 65 72 61 6c 20 62 75 74 20 6c 65 73  | `p``.uses.a.more.general.but.les | 
| 958a0 |  73 0a 20 20 20 20 20 20 20 20 65 66 66 69 63 69    65 6e 74 20 73 61 6d 70 6c 65 72 20 74 68 61 6e  | s.........efficient.sampler.than | 
| 958c0 |  20 74 68 65 20 64 65 66 61 75 6c 74 2e 20 54 68    65 20 67 65 6e 65 72 61 6c 20 73 61 6d 70 6c 65  | .the.default..The.general.sample | 
| 958e0 |  72 20 70 72 6f 64 75 63 65 73 20 61 20 64 69 66    66 65 72 65 6e 74 20 73 61 6d 70 6c 65 0a 20 20  | r.produces.a.different.sample... | 
| 95900 |  20 20 20 20 20 20 74 68 61 6e 20 74 68 65 20 6f    70 74 69 6d 69 7a 65 64 20 73 61 6d 70 6c 65 72  | ......than.the.optimized.sampler | 
| 95920 |  20 65 76 65 6e 20 69 66 20 65 61 63 68 20 65 6c    65 6d 65 6e 74 20 6f 66 20 60 60 70 60 60 20 69  | .even.if.each.element.of.``p``.i | 
| 95940 |  73 20 31 20 2f 20 6c 65 6e 28 61 29 2e 0a 0a 20    20 20 20 20 20 20 20 53 61 6d 70 6c 69 6e 67 20  | s.1./.len(a)...........Sampling. | 
| 95960 |  72 61 6e 64 6f 6d 20 72 6f 77 73 20 66 72 6f 6d    20 61 20 32 2d 44 20 61 72 72 61 79 20 69 73 20  | random.rows.from.a.2-D.array.is. | 
| 95980 |  6e 6f 74 20 70 6f 73 73 69 62 6c 65 20 77 69 74    68 20 74 68 69 73 20 66 75 6e 63 74 69 6f 6e 2c  | not.possible.with.this.function, | 
| 959a0 |  0a 20 20 20 20 20 20 20 20 62 75 74 20 69 73 20    70 6f 73 73 69 62 6c 65 20 77 69 74 68 20 60 47  | .........but.is.possible.with.`G | 
| 959c0 |  65 6e 65 72 61 74 6f 72 2e 63 68 6f 69 63 65 60    20 74 68 72 6f 75 67 68 20 69 74 73 20 60 60 61  | enerator.choice`.through.its.``a | 
| 959e0 |  78 69 73 60 60 20 6b 65 79 77 6f 72 64 2e 0a 0a    20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73  | xis``.keyword...........Examples | 
| 95a00 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d    2d 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61  | .........--------.........Genera | 
| 95a20 |  74 65 20 61 20 75 6e 69 66 6f 72 6d 20 72 61 6e    64 6f 6d 20 73 61 6d 70 6c 65 20 66 72 6f 6d 20  | te.a.uniform.random.sample.from. | 
| 95a40 |  6e 70 2e 61 72 61 6e 67 65 28 35 29 20 6f 66 20    73 69 7a 65 20 33 3a 0a 0a 20 20 20 20 20 20 20  | np.arange(5).of.size.3:......... | 
| 95a60 |  20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63    68 6f 69 63 65 28 35 2c 20 33 29 0a 20 20 20 20  | .>>>.np.random.choice(5,.3)..... | 
| 95a80 |  20 20 20 20 61 72 72 61 79 28 5b 30 2c 20 33 2c    20 34 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 20 20  | ....array([0,.3,.4]).#.random... | 
| 95aa0 |  20 20 20 20 20 20 3e 3e 3e 20 23 54 68 69 73 20    69 73 20 65 71 75 69 76 61 6c 65 6e 74 20 74 6f  | ......>>>.#This.is.equivalent.to | 
| 95ac0 |  20 6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69    6e 74 28 30 2c 35 2c 33 29 0a 0a 20 20 20 20 20  | .np.random.randint(0,5,3)....... | 
| 95ae0 |  20 20 20 47 65 6e 65 72 61 74 65 20 61 20 6e 6f    6e 2d 75 6e 69 66 6f 72 6d 20 72 61 6e 64 6f 6d  | ...Generate.a.non-uniform.random | 
| 95b00 |  20 73 61 6d 70 6c 65 20 66 72 6f 6d 20 6e 70 2e    61 72 61 6e 67 65 28 35 29 20 6f 66 20 73 69 7a  | .sample.from.np.arange(5).of.siz | 
| 95b20 |  65 20 33 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63 68 6f 69  | e.3:..........>>>.np.random.choi | 
| 95b40 |  63 65 28 35 2c 20 33 2c 20 70 3d 5b 30 2e 31 2c    20 30 2c 20 30 2e 33 2c 20 30 2e 36 2c 20 30 5d  | ce(5,.3,.p=[0.1,.0,.0.3,.0.6,.0] | 
| 95b60 |  29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28    5b 33 2c 20 33 2c 20 30 5d 29 20 23 20 72 61 6e  | ).........array([3,.3,.0]).#.ran | 
| 95b80 |  64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 47 65 6e    65 72 61 74 65 20 61 20 75 6e 69 66 6f 72 6d 20  | dom..........Generate.a.uniform. | 
| 95ba0 |  72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 20 66 72    6f 6d 20 6e 70 2e 61 72 61 6e 67 65 28 35 29 20  | random.sample.from.np.arange(5). | 
| 95bc0 |  6f 66 20 73 69 7a 65 20 33 20 77 69 74 68 6f 75    74 0a 20 20 20 20 20 20 20 20 72 65 70 6c 61 63  | of.size.3.without.........replac | 
| 95be0 |  65 6d 65 6e 74 3a 0a 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63 68  | ement:..........>>>.np.random.ch | 
| 95c00 |  6f 69 63 65 28 35 2c 20 33 2c 20 72 65 70 6c 61    63 65 3d 46 61 6c 73 65 29 0a 20 20 20 20 20 20  | oice(5,.3,.replace=False)....... | 
| 95c20 |  20 20 61 72 72 61 79 28 5b 33 2c 31 2c 30 5d 29    20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20  | ..array([3,1,0]).#.random....... | 
| 95c40 |  20 20 3e 3e 3e 20 23 54 68 69 73 20 69 73 20 65    71 75 69 76 61 6c 65 6e 74 20 74 6f 20 6e 70 2e  | ..>>>.#This.is.equivalent.to.np. | 
| 95c60 |  72 61 6e 64 6f 6d 2e 70 65 72 6d 75 74 61 74 69    6f 6e 28 6e 70 2e 61 72 61 6e 67 65 28 35 29 29  | random.permutation(np.arange(5)) | 
| 95c80 |  5b 3a 33 5d 0a 0a 20 20 20 20 20 20 20 20 47 65    6e 65 72 61 74 65 20 61 20 6e 6f 6e 2d 75 6e 69  | [:3]..........Generate.a.non-uni | 
| 95ca0 |  66 6f 72 6d 20 72 61 6e 64 6f 6d 20 73 61 6d 70    6c 65 20 66 72 6f 6d 20 6e 70 2e 61 72 61 6e 67  | form.random.sample.from.np.arang | 
| 95cc0 |  65 28 35 29 20 6f 66 20 73 69 7a 65 0a 20 20 20    20 20 20 20 20 33 20 77 69 74 68 6f 75 74 20 72  | e(5).of.size.........3.without.r | 
| 95ce0 |  65 70 6c 61 63 65 6d 65 6e 74 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64  | eplacement:..........>>>.np.rand | 
| 95d00 |  6f 6d 2e 63 68 6f 69 63 65 28 35 2c 20 33 2c 20    72 65 70 6c 61 63 65 3d 46 61 6c 73 65 2c 20 70  | om.choice(5,.3,.replace=False,.p | 
| 95d20 |  3d 5b 30 2e 31 2c 20 30 2c 20 30 2e 33 2c 20 30    2e 36 2c 20 30 5d 29 0a 20 20 20 20 20 20 20 20  | =[0.1,.0,.0.3,.0.6,.0])......... | 
| 95d40 |  61 72 72 61 79 28 5b 32 2c 20 33 2c 20 30 5d 29    20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20  | array([2,.3,.0]).#.random....... | 
| 95d60 |  20 20 20 41 6e 79 20 6f 66 20 74 68 65 20 61 62    6f 76 65 20 63 61 6e 20 62 65 20 72 65 70 65 61  | ...Any.of.the.above.can.be.repea | 
| 95d80 |  74 65 64 20 77 69 74 68 20 61 6e 20 61 72 62 69    74 72 61 72 79 20 61 72 72 61 79 2d 6c 69 6b 65  | ted.with.an.arbitrary.array-like | 
| 95da0 |  0a 20 20 20 20 20 20 20 20 69 6e 73 74 65 61 64    20 6f 66 20 6a 75 73 74 20 69 6e 74 65 67 65 72  | .........instead.of.just.integer | 
| 95dc0 |  73 2e 20 46 6f 72 20 69 6e 73 74 61 6e 63 65 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 61  | s..For.instance:..........>>>.aa | 
| 95de0 |  5f 6d 69 6c 6e 65 5f 61 72 72 20 3d 20 5b 27 70    6f 6f 68 27 2c 20 27 72 61 62 62 69 74 27 2c 20  | _milne_arr.=.['pooh',.'rabbit',. | 
| 95e00 |  27 70 69 67 6c 65 74 27 2c 20 27 43 68 72 69 73    74 6f 70 68 65 72 27 5d 0a 20 20 20 20 20 20 20  | 'piglet',.'Christopher']........ | 
| 95e20 |  20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63    68 6f 69 63 65 28 61 61 5f 6d 69 6c 6e 65 5f 61  | .>>>.np.random.choice(aa_milne_a | 
| 95e40 |  72 72 2c 20 35 2c 20 70 3d 5b 30 2e 35 2c 20 30    2e 31 2c 20 30 2e 31 2c 20 30 2e 33 5d 29 0a 20  | rr,.5,.p=[0.5,.0.1,.0.1,.0.3]).. | 
| 95e60 |  20 20 20 20 20 20 20 61 72 72 61 79 28 5b 27 70    6f 6f 68 27 2c 20 27 70 6f 6f 68 27 2c 20 27 70  | .......array(['pooh',.'pooh',.'p | 
| 95e80 |  6f 6f 68 27 2c 20 27 43 68 72 69 73 74 6f 70 68    65 72 27 2c 20 27 70 69 67 6c 65 74 27 5d 2c 20  | ooh',.'Christopher',.'piglet'],. | 
| 95ea0 |  23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 64 74 79 70 65 3d 27 3c 55  | #.random...............dtype='<U | 
| 95ec0 |  31 31 27 29 0a 0a 20 20 20 20 20 20 20 20 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | 11')............................ | 
| 95ee0 |  0a 20 20 20 20 20 20 20 20 63 68 69 73 71 75 61    72 65 28 64 66 2c 20 73 69 7a 65 3d 4e 6f 6e 65  | .........chisquare(df,.size=None | 
| 95f00 |  29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20    73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 63  | )..........Draw.samples.from.a.c | 
| 95f20 |  68 69 2d 73 71 75 61 72 65 20 64 69 73 74 72 69    62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20  | hi-square.distribution.......... | 
| 95f40 |  20 57 68 65 6e 20 60 64 66 60 20 69 6e 64 65 70    65 6e 64 65 6e 74 20 72 61 6e 64 6f 6d 20 76 61  | .When.`df`.independent.random.va | 
| 95f60 |  72 69 61 62 6c 65 73 2c 20 65 61 63 68 20 77 69    74 68 20 73 74 61 6e 64 61 72 64 20 6e 6f 72 6d  | riables,.each.with.standard.norm | 
| 95f80 |  61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72    69 62 75 74 69 6f 6e 73 20 28 6d 65 61 6e 20 30  | al.........distributions.(mean.0 | 
| 95fa0 |  2c 20 76 61 72 69 61 6e 63 65 20 31 29 2c 20 61    72 65 20 73 71 75 61 72 65 64 20 61 6e 64 20 73  | ,.variance.1),.are.squared.and.s | 
| 95fc0 |  75 6d 6d 65 64 2c 20 74 68 65 0a 20 20 20 20 20    20 20 20 72 65 73 75 6c 74 69 6e 67 20 64 69 73  | ummed,.the.........resulting.dis | 
| 95fe0 |  74 72 69 62 75 74 69 6f 6e 20 69 73 20 63 68 69    2d 73 71 75 61 72 65 20 28 73 65 65 20 4e 6f 74  | tribution.is.chi-square.(see.Not | 
| 96000 |  65 73 29 2e 20 20 54 68 69 73 20 64 69 73 74 72    69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20  | es)...This.distribution......... | 
| 96020 |  69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 69 6e    20 68 79 70 6f 74 68 65 73 69 73 20 74 65 73 74  | is.often.used.in.hypothesis.test | 
| 96040 |  69 6e 67 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e    20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20  | ing..............note::......... | 
| 96060 |  20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f    75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75  | ....New.code.should.use.the.`~nu | 
| 96080 |  6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72    61 74 6f 72 2e 63 68 69 73 71 75 61 72 65 60 0a  | mpy.random.Generator.chisquare`. | 
| 960a0 |  20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68    6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e  | ............method.of.a.`~numpy. | 
| 960c0 |  72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72    60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65  | random.Generator`.instance.inste | 
| 960e0 |  61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20    70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a  | ad;.............please.see.the.: | 
| 96100 |  72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63    6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20  | ref:`random-quick-start`........ | 
| 96120 |  20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d  | ...Parameters.........---------- | 
| 96140 |  0a 20 20 20 20 20 20 20 20 64 66 20 3a 20 66 6c    6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b  | .........df.:.float.or.array_lik | 
| 96160 |  65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20  | e.of.floats..............Number. | 
| 96180 |  6f 66 20 64 65 67 72 65 65 73 20 6f 66 20 66 72    65 65 64 6f 6d 2c 20 6d 75 73 74 20 62 65 20 3e  | of.degrees.of.freedom,.must.be.> | 
| 961a0 |  20 30 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65    20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20  | .0..........size.:.int.or.tuple. | 
| 961c0 |  6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61    6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75  | of.ints,.optional.............Ou | 
| 961e0 |  74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20    74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20  | tput.shape...If.the.given.shape. | 
| 96200 |  69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20    6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20  | is,.e.g.,.``(m,.n,.k)``,.then... | 
| 96220 |  20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20    6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20  | ..........``m.*.n.*.k``.samples. | 
| 96240 |  61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73    69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20  | are.drawn...If.size.is.``None``. | 
| 96260 |  28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20    20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20  | (default),.............a.single. | 
| 96280 |  76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65    64 20 69 66 20 60 60 64 66 60 60 20 69 73 20 61  | value.is.returned.if.``df``.is.a | 
| 962a0 |  20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77    69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20  | .scalar...Otherwise,............ | 
| 962c0 |  20 60 60 6e 70 2e 61 72 72 61 79 28 64 66 29 2e    73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61  | .``np.array(df).size``.samples.a | 
| 962e0 |  72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20    20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20  | re.drawn...........Returns...... | 
| 96300 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79  | ...-------.........out.:.ndarray | 
| 96320 |  20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20    20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d  | .or.scalar.............Drawn.sam | 
| 96340 |  70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61    72 61 6d 65 74 65 72 69 7a 65 64 20 63 68 69 2d  | ples.from.the.parameterized.chi- | 
| 96360 |  73 71 75 61 72 65 20 64 69 73 74 72 69 62 75 74    69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 61  | square.distribution...........Ra | 
| 96380 |  69 73 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 56 61 6c 75  | ises.........------.........Valu | 
| 963a0 |  65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20    20 20 20 57 68 65 6e 20 60 64 66 60 20 3c 3d 20  | eError.............When.`df`.<=. | 
| 963c0 |  30 20 6f 72 20 77 68 65 6e 20 61 6e 20 69 6e 61    70 70 72 6f 70 72 69 61 74 65 20 60 73 69 7a 65  | 0.or.when.an.inappropriate.`size | 
| 963e0 |  60 20 28 65 2e 67 2e 20 60 60 73 69 7a 65 3d 2d    31 60 60 29 0a 20 20 20 20 20 20 20 20 20 20 20  | `.(e.g..``size=-1``)............ | 
| 96400 |  20 69 73 20 67 69 76 65 6e 2e 0a 0a 20 20 20 20    20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20  | .is.given...........See.Also.... | 
| 96420 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e  | .....--------.........random.Gen | 
| 96440 |  65 72 61 74 6f 72 2e 63 68 69 73 71 75 61 72 65    3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62  | erator.chisquare:.which.should.b | 
| 96460 |  65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63    6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f  | e.used.for.new.code...........No | 
| 96480 |  74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 76 61  | tes.........-----.........The.va | 
| 964a0 |  72 69 61 62 6c 65 20 6f 62 74 61 69 6e 65 64 20    62 79 20 73 75 6d 6d 69 6e 67 20 74 68 65 20 73  | riable.obtained.by.summing.the.s | 
| 964c0 |  71 75 61 72 65 73 20 6f 66 20 60 64 66 60 20 69    6e 64 65 70 65 6e 64 65 6e 74 2c 0a 20 20 20 20  | quares.of.`df`.independent,..... | 
| 964e0 |  20 20 20 20 73 74 61 6e 64 61 72 64 20 6e 6f 72    6d 61 6c 6c 79 20 64 69 73 74 72 69 62 75 74 65  | ....standard.normally.distribute | 
| 96500 |  64 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c    65 73 3a 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20  | d.random.variables:............. | 
| 96520 |  6d 61 74 68 3a 3a 20 51 20 3d 20 5c 73 75 6d 5f    7b 69 3d 30 7d 5e 7b 5c 6d 61 74 68 74 74 7b 64  | math::.Q.=.\sum_{i=0}^{\mathtt{d | 
| 96540 |  66 7d 7d 20 58 5e 32 5f 69 0a 0a 20 20 20 20 20    20 20 20 69 73 20 63 68 69 2d 73 71 75 61 72 65  | f}}.X^2_i..........is.chi-square | 
| 96560 |  20 64 69 73 74 72 69 62 75 74 65 64 2c 20 64 65    6e 6f 74 65 64 0a 0a 20 20 20 20 20 20 20 20 2e  | .distributed,.denoted........... | 
| 96580 |  2e 20 6d 61 74 68 3a 3a 20 51 20 5c 73 69 6d 20    5c 63 68 69 5e 32 5f 6b 2e 0a 0a 20 20 20 20 20  | ..math::.Q.\sim.\chi^2_k........ | 
| 965a0 |  20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69    74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74  | ...The.probability.density.funct | 
| 965c0 |  69 6f 6e 20 6f 66 20 74 68 65 20 63 68 69 2d 73    71 75 61 72 65 64 20 64 69 73 74 72 69 62 75 74  | ion.of.the.chi-squared.distribut | 
| 965e0 |  69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20    2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d  | ion.is.............math::.p(x).= | 
| 96600 |  20 5c 66 72 61 63 7b 28 31 2f 32 29 5e 7b 6b 2f    32 7d 7d 7b 5c 47 61 6d 6d 61 28 6b 2f 32 29 7d  | .\frac{(1/2)^{k/2}}{\Gamma(k/2)} | 
| 96620 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 78 5e 7b 6b 2f 32  | ..........................x^{k/2 | 
| 96640 |  20 2d 20 31 7d 20 65 5e 7b 2d 78 2f 32 7d 2c 0a    0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a  | .-.1}.e^{-x/2},..........where.: | 
| 96660 |  6d 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73    20 74 68 65 20 67 61 6d 6d 61 20 66 75 6e 63 74  | math:`\Gamma`.is.the.gamma.funct | 
| 96680 |  69 6f 6e 2c 0a 0a 20 20 20 20 20 20 20 20 2e 2e    20 6d 61 74 68 3a 3a 20 5c 47 61 6d 6d 61 28 78  | ion,.............math::.\Gamma(x | 
| 966a0 |  29 20 3d 20 5c 69 6e 74 5f 30 5e 7b 2d 5c 69 6e    66 74 79 7d 20 74 5e 7b 78 20 2d 20 31 7d 20 65  | ).=.\int_0^{-\infty}.t^{x.-.1}.e | 
| 966c0 |  5e 7b 2d 74 7d 20 64 74 2e 0a 0a 20 20 20 20 20    20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20  | ^{-t}.dt...........References... | 
| 966e0 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20  | ......----------............[1]. | 
| 96700 |  4e 49 53 54 20 22 45 6e 67 69 6e 65 65 72 69 6e    67 20 53 74 61 74 69 73 74 69 63 73 20 48 61 6e  | NIST."Engineering.Statistics.Han | 
| 96720 |  64 62 6f 6f 6b 22 0a 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77  | dbook"................https://ww | 
| 96740 |  77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64    69 76 38 39 38 2f 68 61 6e 64 62 6f 6f 6b 2f 65  | w.itl.nist.gov/div898/handbook/e | 
| 96760 |  64 61 2f 73 65 63 74 69 6f 6e 33 2f 65 64 61 33    36 36 36 2e 68 74 6d 0a 0a 20 20 20 20 20 20 20  | da/section3/eda3666.htm......... | 
| 96780 |  20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | .Examples.........--------...... | 
| 967a0 |  20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d    2e 63 68 69 73 71 75 61 72 65 28 32 2c 34 29 0a  | ...>>>.np.random.chisquare(2,4). | 
| 967c0 |  20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 20    31 2e 38 39 39 32 30 30 31 34 2c 20 20 39 2e 30  | ........array([.1.89920014,..9.0 | 
| 967e0 |  30 38 36 37 37 31 36 2c 20 20 33 2e 31 33 37 31    30 35 33 33 2c 20 20 35 2e 36 32 33 31 38 32 37  | 0867716,..3.13710533,..5.6231827 | 
| 96800 |  32 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20    20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00  | 2]).#.random.................... | 
| 96820 |  0a 20 20 20 20 20 20 20 20 62 79 74 65 73 28 6c    65 6e 67 74 68 29 0a 0a 20 20 20 20 20 20 20 20  | .........bytes(length).......... | 
| 96840 |  52 65 74 75 72 6e 20 72 61 6e 64 6f 6d 20 62 79    74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e  | Return.random.bytes............. | 
| 96860 |  20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20    20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f  | .note::.............New.code.sho | 
| 96880 |  75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | uld.use.the.`~numpy.random.Gener | 
| 968a0 |  61 74 6f 72 2e 62 79 74 65 73 60 0a 20 20 20 20    20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f  | ator.bytes`.............method.o | 
| 968c0 |  66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e  | f.a.`~numpy.random.Generator`.in | 
| 968e0 |  73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a    20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61  | stance.instead;.............plea | 
| 96900 |  73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a    60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74  | se.see.the.:ref:`random-quick-st | 
| 96920 |  61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50    61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20  | art`...........Parameters....... | 
| 96940 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 6c 65 6e 67 74 68 20 3a 20 69 6e  | ..----------.........length.:.in | 
| 96960 |  74 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75    6d 62 65 72 20 6f 66 20 72 61 6e 64 6f 6d 20 62  | t.............Number.of.random.b | 
| 96980 |  79 74 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 52    65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d  | ytes...........Returns.........- | 
| 969a0 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f    75 74 20 3a 20 62 79 74 65 73 0a 20 20 20 20 20  | ------.........out.:.bytes...... | 
| 969c0 |  20 20 20 20 20 20 20 53 74 72 69 6e 67 20 6f 66    20 6c 65 6e 67 74 68 20 60 6c 65 6e 67 74 68 60  | .......String.of.length.`length` | 
| 969e0 |  2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41    6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | ...........See.Also.........---- | 
| 96a00 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e    64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 62 79  | ----.........random.Generator.by | 
| 96a20 |  74 65 73 3a 20 77 68 69 63 68 20 73 68 6f 75 6c    64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65  | tes:.which.should.be.used.for.ne | 
| 96a40 |  77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20    20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20  | w.code...........Examples....... | 
| 96a60 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d  | ..--------.........>>>.np.random | 
| 96a80 |  2e 62 79 74 65 73 28 31 30 29 0a 20 20 20 20 20    20 20 20 62 27 20 65 68 5c 78 38 35 5c 78 30 32  | .bytes(10).........b'.eh\x85\x02 | 
| 96aa0 |  32 53 5a 5c 78 62 66 5c 78 61 34 27 20 23 72 61    6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 00 00 00  | 2SZ\xbf\xa4'.#random............ | 
| 96ac0 |  0a 20 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61    6c 28 6e 2c 20 70 2c 20 73 69 7a 65 3d 4e 6f 6e  | .........binomial(n,.p,.size=Non | 
| 96ae0 |  65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20  | e)..........Draw.samples.from.a. | 
| 96b00 |  62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62    75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20  | binomial.distribution........... | 
| 96b20 |  53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 20 66 72 6f 6d 20 61 20 62 69 6e 6f 6d 69 61  | Samples.are.drawn.from.a.binomia | 
| 96b40 |  6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77    69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20  | l.distribution.with.specified... | 
| 96b60 |  20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73    2c 20 6e 20 74 72 69 61 6c 73 20 61 6e 64 20 70  | ......parameters,.n.trials.and.p | 
| 96b80 |  20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20    73 75 63 63 65 73 73 20 77 68 65 72 65 0a 20 20  | .probability.of.success.where... | 
| 96ba0 |  20 20 20 20 20 20 6e 20 61 6e 20 69 6e 74 65 67    65 72 20 3e 3d 20 30 20 61 6e 64 20 70 20 69 73  | ......n.an.integer.>=.0.and.p.is | 
| 96bc0 |  20 69 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c    20 5b 30 2c 31 5d 2e 20 28 6e 20 6d 61 79 20 62  | .in.the.interval.[0,1]..(n.may.b | 
| 96be0 |  65 0a 20 20 20 20 20 20 20 20 69 6e 70 75 74 20    61 73 20 61 20 66 6c 6f 61 74 2c 20 62 75 74 20  | e.........input.as.a.float,.but. | 
| 96c00 |  69 74 20 69 73 20 74 72 75 6e 63 61 74 65 64 20    74 6f 20 61 6e 20 69 6e 74 65 67 65 72 20 69 6e  | it.is.truncated.to.an.integer.in | 
| 96c20 |  20 75 73 65 29 0a 0a 20 20 20 20 20 20 20 20 2e    2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20  | .use).............note::........ | 
| 96c40 |  20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68    6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e  | .....New.code.should.use.the.`~n | 
| 96c60 |  75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 2e 62 69 6e 6f 6d 69 61 6c 60 0a  | umpy.random.Generator.binomial`. | 
| 96c80 |  20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68    6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e  | ............method.of.a.`~numpy. | 
| 96ca0 |  72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72    60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65  | random.Generator`.instance.inste | 
| 96cc0 |  61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20    70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a  | ad;.............please.see.the.: | 
| 96ce0 |  72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63    6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20  | ref:`random-quick-start`........ | 
| 96d00 |  20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d  | ...Parameters.........---------- | 
| 96d20 |  0a 20 20 20 20 20 20 20 20 6e 20 3a 20 69 6e 74    20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f  | .........n.:.int.or.array_like.o | 
| 96d40 |  66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20    20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20  | f.ints.............Parameter.of. | 
| 96d60 |  74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e    2c 20 3e 3d 20 30 2e 20 46 6c 6f 61 74 73 20 61  | the.distribution,.>=.0..Floats.a | 
| 96d80 |  72 65 20 61 6c 73 6f 20 61 63 63 65 70 74 65 64    2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 62 75  | re.also.accepted,.............bu | 
| 96da0 |  74 20 74 68 65 79 20 77 69 6c 6c 20 62 65 20 74    72 75 6e 63 61 74 65 64 20 74 6f 20 69 6e 74 65  | t.they.will.be.truncated.to.inte | 
| 96dc0 |  67 65 72 73 2e 0a 20 20 20 20 20 20 20 20 70 20    3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79  | gers..........p.:.float.or.array | 
| 96de0 |  5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a    20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61  | _like.of.floats.............Para | 
| 96e00 |  6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73    74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d 20 30 20  | meter.of.the.distribution,.>=.0. | 
| 96e20 |  61 6e 64 20 3c 3d 31 2e 0a 20 20 20 20 20 20 20    20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74  | and.<=1..........size.:.int.or.t | 
| 96e40 |  75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | uple.of.ints,.optional.......... | 
| 96e60 |  20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e    20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73  | ...Output.shape...If.the.given.s | 
| 96e80 |  68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60    60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68  | hape.is,.e.g.,.``(m,.n,.k)``,.th | 
| 96ea0 |  65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60    60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d  | en.............``m.*.n.*.k``.sam | 
| 96ec0 |  70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20    20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f  | ples.are.drawn...If.size.is.``No | 
| 96ee0 |  6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a    20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69  | ne``.(default),.............a.si | 
| 96f00 |  6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65    74 75 72 6e 65 64 20 69 66 20 60 60 6e 60 60 20  | ngle.value.is.returned.if.``n``. | 
| 96f20 |  61 6e 64 20 60 60 70 60 60 20 61 72 65 20 62 6f    74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20  | and.``p``.are.both.scalars...... | 
| 96f40 |  20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73    65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73  | ........Otherwise,.``np.broadcas | 
| 96f60 |  74 28 6e 2c 20 70 29 2e 73 69 7a 65 60 60 20 73    61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e  | t(n,.p).size``.samples.are.drawn | 
| 96f80 |  2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72    6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ...........Returns.........----- | 
| 96fa0 |  2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a    20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c  | --.........out.:.ndarray.or.scal | 
| 96fc0 |  61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44    72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f  | ar.............Drawn.samples.fro | 
| 96fe0 |  6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69    7a 65 64 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73  | m.the.parameterized.binomial.dis | 
| 97000 |  74 72 69 62 75 74 69 6f 6e 2c 20 77 68 65 72 65    0a 20 20 20 20 20 20 20 20 20 20 20 20 65 61 63  | tribution,.where.............eac | 
| 97020 |  68 20 73 61 6d 70 6c 65 20 69 73 20 65 71 75 61    6c 20 74 6f 20 74 68 65 20 6e 75 6d 62 65 72 20  | h.sample.is.equal.to.the.number. | 
| 97040 |  6f 66 20 73 75 63 63 65 73 73 65 73 20 6f 76 65    72 20 74 68 65 20 6e 20 74 72 69 61 6c 73 2e 0a  | of.successes.over.the.n.trials.. | 
| 97060 |  0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73    6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .........See.Also.........------ | 
| 97080 |  2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79    2e 73 74 61 74 73 2e 62 69 6e 6f 6d 20 3a 20 70  | --.........scipy.stats.binom.:.p | 
| 970a0 |  72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69    74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73  | robability.density.function,.dis | 
| 970c0 |  74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20    20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74  | tribution.or.............cumulat | 
| 970e0 |  69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63    74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20  | ive.density.function,.etc....... | 
| 97100 |  20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61    74 6f 72 2e 62 69 6e 6f 6d 69 61 6c 3a 20 77 68  | ...random.Generator.binomial:.wh | 
| 97120 |  69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73    65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e  | ich.should.be.used.for.new.code. | 
| 97140 |  0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20  | ..........Notes.........-----... | 
| 97160 |  20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62    69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f  | ......The.probability.density.fo | 
| 97180 |  72 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64    69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a  | r.the.binomial.distribution.is.. | 
| 971a0 |  20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a    3a 20 50 28 4e 29 20 3d 20 5c 62 69 6e 6f 6d 7b  | ...........math::.P(N).=.\binom{ | 
| 971c0 |  6e 7d 7b 4e 7d 70 5e 4e 28 31 2d 70 29 5e 7b 6e    2d 4e 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68  | n}{N}p^N(1-p)^{n-N},..........wh | 
| 971e0 |  65 72 65 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73    20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 74  | ere.:math:`n`.is.the.number.of.t | 
| 97200 |  72 69 61 6c 73 2c 20 3a 6d 61 74 68 3a 60 70 60    20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c  | rials,.:math:`p`.is.the.probabil | 
| 97220 |  69 74 79 0a 20 20 20 20 20 20 20 20 6f 66 20 73    75 63 63 65 73 73 2c 20 61 6e 64 20 3a 6d 61 74  | ity.........of.success,.and.:mat | 
| 97240 |  68 3a 60 4e 60 20 69 73 20 74 68 65 20 6e 75 6d    62 65 72 20 6f 66 20 73 75 63 63 65 73 73 65 73  | h:`N`.is.the.number.of.successes | 
| 97260 |  2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20    65 73 74 69 6d 61 74 69 6e 67 20 74 68 65 20 73  | ...........When.estimating.the.s | 
| 97280 |  74 61 6e 64 61 72 64 20 65 72 72 6f 72 20 6f 66    20 61 20 70 72 6f 70 6f 72 74 69 6f 6e 20 69 6e  | tandard.error.of.a.proportion.in | 
| 972a0 |  20 61 20 70 6f 70 75 6c 61 74 69 6f 6e 20 62 79    0a 20 20 20 20 20 20 20 20 75 73 69 6e 67 20 61  | .a.population.by.........using.a | 
| 972c0 |  20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 2c 20    74 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72  | .random.sample,.the.normal.distr | 
| 972e0 |  69 62 75 74 69 6f 6e 20 77 6f 72 6b 73 20 77 65    6c 6c 20 75 6e 6c 65 73 73 20 74 68 65 0a 20 20  | ibution.works.well.unless.the... | 
| 97300 |  20 20 20 20 20 20 70 72 6f 64 75 63 74 20 70 2a    6e 20 3c 3d 35 2c 20 77 68 65 72 65 20 70 20 3d  | ......product.p*n.<=5,.where.p.= | 
| 97320 |  20 70 6f 70 75 6c 61 74 69 6f 6e 20 70 72 6f 70    6f 72 74 69 6f 6e 20 65 73 74 69 6d 61 74 65 2c  | .population.proportion.estimate, | 
| 97340 |  20 61 6e 64 20 6e 20 3d 0a 20 20 20 20 20 20 20    20 6e 75 6d 62 65 72 20 6f 66 20 73 61 6d 70 6c  | .and.n.=.........number.of.sampl | 
| 97360 |  65 73 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73    65 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64  | es,.in.which.case.the.binomial.d | 
| 97380 |  69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 75    73 65 64 0a 20 20 20 20 20 20 20 20 69 6e 73 74  | istribution.is.used.........inst | 
| 973a0 |  65 61 64 2e 20 46 6f 72 20 65 78 61 6d 70 6c 65    2c 20 61 20 73 61 6d 70 6c 65 20 6f 66 20 31 35  | ead..For.example,.a.sample.of.15 | 
| 973c0 |  20 70 65 6f 70 6c 65 20 73 68 6f 77 73 20 34 20    77 68 6f 20 61 72 65 20 6c 65 66 74 0a 20 20 20  | .people.shows.4.who.are.left.... | 
| 973e0 |  20 20 20 20 20 68 61 6e 64 65 64 2c 20 61 6e 64    20 31 31 20 77 68 6f 20 61 72 65 20 72 69 67 68  | .....handed,.and.11.who.are.righ | 
| 97400 |  74 20 68 61 6e 64 65 64 2e 20 54 68 65 6e 20 70    20 3d 20 34 2f 31 35 20 3d 20 32 37 25 2e 20 30  | t.handed..Then.p.=.4/15.=.27%..0 | 
| 97420 |  2e 32 37 2a 31 35 20 3d 20 34 2c 0a 20 20 20 20    20 20 20 20 73 6f 20 74 68 65 20 62 69 6e 6f 6d  | .27*15.=.4,.........so.the.binom | 
| 97440 |  69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e    20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20  | ial.distribution.should.be.used. | 
| 97460 |  69 6e 20 74 68 69 73 20 63 61 73 65 2e 0a 0a 20    20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65  | in.this.case...........Reference | 
| 97480 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20  | s.........----------............ | 
| 974a0 |  5b 31 5d 20 44 61 6c 67 61 61 72 64 2c 20 50 65    74 65 72 2c 20 22 49 6e 74 72 6f 64 75 63 74 6f  | [1].Dalgaard,.Peter,."Introducto | 
| 974c0 |  72 79 20 53 74 61 74 69 73 74 69 63 73 20 77 69    74 68 20 52 22 2c 0a 20 20 20 20 20 20 20 20 20  | ry.Statistics.with.R",.......... | 
| 974e0 |  20 20 20 20 20 20 53 70 72 69 6e 67 65 72 2d 56    65 72 6c 61 67 2c 20 32 30 30 32 2e 0a 20 20 20  | ......Springer-Verlag,.2002..... | 
| 97500 |  20 20 20 20 20 2e 2e 20 5b 32 5d 20 47 6c 61 6e    74 7a 2c 20 53 74 61 6e 74 6f 6e 20 41 2e 20 22  | ........[2].Glantz,.Stanton.A.." | 
| 97520 |  50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61    74 69 73 74 69 63 73 2e 22 2c 20 4d 63 47 72 61  | Primer.of.Biostatistics.",.McGra | 
| 97540 |  77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 46 69 66 74 68 20 45 64 69  | w-Hill,................Fifth.Edi | 
| 97560 |  74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20    20 20 20 20 2e 2e 20 5b 33 5d 20 4c 65 6e 74 6e  | tion,.2002.............[3].Lentn | 
| 97580 |  65 72 2c 20 4d 61 72 76 69 6e 2c 20 22 45 6c 65    6d 65 6e 74 61 72 79 20 41 70 70 6c 69 65 64 20  | er,.Marvin,."Elementary.Applied. | 
| 975a0 |  53 74 61 74 69 73 74 69 63 73 22 2c 20 42 6f 67    64 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20  | Statistics",.Bogden............. | 
| 975c0 |  20 20 20 61 6e 64 20 51 75 69 67 6c 65 79 2c 20    31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e  | ...and.Quigley,.1972............ | 
| 975e0 |  20 5b 34 5d 20 57 65 69 73 73 74 65 69 6e 2c 20    45 72 69 63 20 57 2e 20 22 42 69 6e 6f 6d 69 61  | .[4].Weisstein,.Eric.W.."Binomia | 
| 97600 |  6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22    20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d  | l.Distribution.".From.MathWorld- | 
| 97620 |  2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65  | -A................Wolfram.Web.Re | 
| 97640 |  73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61  | source.................http://ma | 
| 97660 |  74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e    63 6f 6d 2f 42 69 6e 6f 6d 69 61 6c 44 69 73 74  | thworld.wolfram.com/BinomialDist | 
| 97680 |  72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20    20 20 20 20 20 20 2e 2e 20 5b 35 5d 20 57 69 6b  | ribution.html............[5].Wik | 
| 976a0 |  69 70 65 64 69 61 2c 20 22 42 69 6e 6f 6d 69 61    6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c  | ipedia,."Binomial.distribution", | 
| 976c0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70  | ................https://en.wikip | 
| 976e0 |  65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 42 69    6e 6f 6d 69 61 6c 5f 64 69 73 74 72 69 62 75 74  | edia.org/wiki/Binomial_distribut | 
| 97700 |  69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61    6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | ion..........Examples.........-- | 
| 97720 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44    72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d  | ------.........Draw.samples.from | 
| 97740 |  20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f    6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | .the.distribution:..........>>>. | 
| 97760 |  6e 2c 20 70 20 3d 20 31 30 2c 20 2e 35 20 20 23    20 6e 75 6d 62 65 72 20 6f 66 20 74 72 69 61 6c  | n,.p.=.10,..5..#.number.of.trial | 
| 97780 |  73 2c 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f    66 20 65 61 63 68 20 74 72 69 61 6c 0a 20 20 20  | s,.probability.of.each.trial.... | 
| 977a0 |  20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e    72 61 6e 64 6f 6d 2e 62 69 6e 6f 6d 69 61 6c 28  | .....>>>.s.=.np.random.binomial( | 
| 977c0 |  6e 2c 20 70 2c 20 31 30 30 30 29 0a 20 20 20 20    20 20 20 20 23 20 72 65 73 75 6c 74 20 6f 66 20  | n,.p,.1000).........#.result.of. | 
| 977e0 |  66 6c 69 70 70 69 6e 67 20 61 20 63 6f 69 6e 20    31 30 20 74 69 6d 65 73 2c 20 74 65 73 74 65 64  | flipping.a.coin.10.times,.tested | 
| 97800 |  20 31 30 30 30 20 74 69 6d 65 73 2e 0a 0a 20 20    20 20 20 20 20 20 41 20 72 65 61 6c 20 77 6f 72  | .1000.times...........A.real.wor | 
| 97820 |  6c 64 20 65 78 61 6d 70 6c 65 2e 20 41 20 63 6f    6d 70 61 6e 79 20 64 72 69 6c 6c 73 20 39 20 77  | ld.example..A.company.drills.9.w | 
| 97840 |  69 6c 64 2d 63 61 74 20 6f 69 6c 20 65 78 70 6c    6f 72 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20  | ild-cat.oil.exploration......... | 
| 97860 |  77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69 74 68    20 61 6e 20 65 73 74 69 6d 61 74 65 64 20 70 72  | wells,.each.with.an.estimated.pr | 
| 97880 |  6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63    63 65 73 73 20 6f 66 20 30 2e 31 2e 20 41 6c 6c  | obability.of.success.of.0.1..All | 
| 978a0 |  20 6e 69 6e 65 0a 20 20 20 20 20 20 20 20 77 65    6c 6c 73 20 66 61 69 6c 2e 20 57 68 61 74 20 69  | .nine.........wells.fail..What.i | 
| 978c0 |  73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74    79 20 6f 66 20 74 68 61 74 20 68 61 70 70 65 6e  | s.the.probability.of.that.happen | 
| 978e0 |  69 6e 67 3f 0a 0a 20 20 20 20 20 20 20 20 4c 65    74 27 73 20 64 6f 20 32 30 2c 30 30 30 20 74 72  | ing?..........Let's.do.20,000.tr | 
| 97900 |  69 61 6c 73 20 6f 66 20 74 68 65 20 6d 6f 64 65    6c 2c 20 61 6e 64 20 63 6f 75 6e 74 20 74 68 65  | ials.of.the.model,.and.count.the | 
| 97920 |  20 6e 75 6d 62 65 72 20 74 68 61 74 0a 20 20 20    20 20 20 20 20 67 65 6e 65 72 61 74 65 20 7a 65  | .number.that.........generate.ze | 
| 97940 |  72 6f 20 70 6f 73 69 74 69 76 65 20 72 65 73 75    6c 74 73 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e  | ro.positive.results...........>> | 
| 97960 |  3e 20 73 75 6d 28 6e 70 2e 72 61 6e 64 6f 6d 2e    62 69 6e 6f 6d 69 61 6c 28 39 2c 20 30 2e 31 2c  | >.sum(np.random.binomial(9,.0.1, | 
| 97980 |  20 32 30 30 30 30 29 20 3d 3d 20 30 29 2f 32 30    30 30 30 2e 0a 20 20 20 20 20 20 20 20 23 20 61  | .20000).==.0)/20000..........#.a | 
| 979a0 |  6e 73 77 65 72 20 3d 20 30 2e 33 38 38 38 35 2c    20 6f 72 20 33 38 25 2e 0a 0a 20 20 20 20 20 20  | nswer.=.0.38885,.or.38%......... | 
| 979c0 |  20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 979e0 |  61 20 6d 75 73 74 20 62 65 20 67 72 65 61 74 65    72 20 74 68 61 6e 20 30 20 75 6e 6c 65 73 73 20  | a.must.be.greater.than.0.unless. | 
| 97a00 |  6e 6f 20 73 61 6d 70 6c 65 73 20 61 72 65 20 74    61 6b 65 6e 00 00 00 00 00 00 00 00 00 00 00 00  | no.samples.are.taken............ | 
| 97a20 |  27 61 27 20 63 61 6e 6e 6f 74 20 62 65 20 65 6d    70 74 79 20 75 6e 6c 65 73 73 20 6e 6f 20 73 61  | 'a'.cannot.be.empty.unless.no.sa | 
| 97a40 |  6d 70 6c 65 73 20 61 72 65 20 74 61 6b 65 6e 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | mples.are.taken................. | 
| 97a60 |  55 6e 73 75 70 70 6f 72 74 65 64 20 64 74 79 70    65 20 25 72 20 66 6f 72 20 72 61 6e 64 69 6e 74  | Unsupported.dtype.%r.for.randint | 
| 97a80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 97aa0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e    64 61 72 64 5f 67 61 6d 6d 61 20 28 6c 69 6e 65  | RandomState.standard_gamma.(line | 
| 97ac0 |  20 31 35 36 33 29 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .1563).......................... | 
| 97ae0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 6d 75 6c 74    69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 20  | RandomState.multivariate_normal. | 
| 97b00 |  28 6c 69 6e 65 20 34 30 35 38 29 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | (line.4058)..................... | 
| 97b20 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 6f 67 73    65 72 69 65 73 20 28 6c 69 6e 65 20 33 39 36 39  | RandomState.logseries.(line.3969 | 
| 97b40 |  29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | )............................... | 
| 97b60 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 6f 67 6e    6f 72 6d 61 6c 20 28 6c 69 6e 65 20 32 39 37 34  | RandomState.lognormal.(line.2974 | 
| 97b80 |  29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | )............................... | 
| 97ba0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 68 79 70 65    72 67 65 6f 6d 65 74 72 69 63 20 28 6c 69 6e 65  | RandomState.hypergeometric.(line | 
| 97bc0 |  20 33 38 33 34 29 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .3834).......................... | 
| 97be0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 65 6f 6d    65 74 72 69 63 20 28 6c 69 6e 65 20 33 37 37 32  | RandomState.geometric.(line.3772 | 
| 97c00 |  29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | )............................... | 
| 97c20 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 64 69 72 69    63 68 6c 65 74 20 28 6c 69 6e 65 20 34 33 39 34  | RandomState.dirichlet.(line.4394 | 
| 97c40 |  29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | )............................... | 
| 97c60 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 63 68 69 73    71 75 61 72 65 20 28 6c 69 6e 65 20 31 39 31 30  | RandomState.chisquare.(line.1910 | 
| 97c80 |  29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | )............................... | 
| 97ca0 |  0a 20 20 20 20 20 20 20 20 77 61 6c 64 28 6d 65    61 6e 2c 20 73 63 61 6c 65 2c 20 73 69 7a 65 3d  | .........wald(mean,.scale,.size= | 
| 97cc0 |  4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44    72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d  | None)..........Draw.samples.from | 
| 97ce0 |  20 61 20 57 61 6c 64 2c 20 6f 72 20 69 6e 76 65    72 73 65 20 47 61 75 73 73 69 61 6e 2c 20 64 69  | .a.Wald,.or.inverse.Gaussian,.di | 
| 97d00 |  73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20    20 20 20 20 20 41 73 20 74 68 65 20 73 63 61 6c  | stribution...........As.the.scal | 
| 97d20 |  65 20 61 70 70 72 6f 61 63 68 65 73 20 69 6e 66    69 6e 69 74 79 2c 20 74 68 65 20 64 69 73 74 72  | e.approaches.infinity,.the.distr | 
| 97d40 |  69 62 75 74 69 6f 6e 20 62 65 63 6f 6d 65 73 20    6d 6f 72 65 20 6c 69 6b 65 20 61 0a 20 20 20 20  | ibution.becomes.more.like.a..... | 
| 97d60 |  20 20 20 20 47 61 75 73 73 69 61 6e 2e 20 53 6f    6d 65 20 72 65 66 65 72 65 6e 63 65 73 20 63 6c  | ....Gaussian..Some.references.cl | 
| 97d80 |  61 69 6d 20 74 68 61 74 20 74 68 65 20 57 61 6c    64 20 69 73 20 61 6e 20 69 6e 76 65 72 73 65 20  | aim.that.the.Wald.is.an.inverse. | 
| 97da0 |  47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20    20 77 69 74 68 20 6d 65 61 6e 20 65 71 75 61 6c  | Gaussian.........with.mean.equal | 
| 97dc0 |  20 74 6f 20 31 2c 20 62 75 74 20 74 68 69 73 20    69 73 20 62 79 20 6e 6f 20 6d 65 61 6e 73 20 75  | .to.1,.but.this.is.by.no.means.u | 
| 97de0 |  6e 69 76 65 72 73 61 6c 2e 0a 0a 20 20 20 20 20    20 20 20 54 68 65 20 69 6e 76 65 72 73 65 20 47  | niversal...........The.inverse.G | 
| 97e00 |  61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75    74 69 6f 6e 20 77 61 73 20 66 69 72 73 74 20 73  | aussian.distribution.was.first.s | 
| 97e20 |  74 75 64 69 65 64 20 69 6e 20 72 65 6c 61 74 69    6f 6e 73 68 69 70 20 74 6f 0a 20 20 20 20 20 20  | tudied.in.relationship.to....... | 
| 97e40 |  20 20 42 72 6f 77 6e 69 61 6e 20 6d 6f 74 69 6f    6e 2e 20 49 6e 20 31 39 35 36 20 4d 2e 43 2e 4b  | ..Brownian.motion..In.1956.M.C.K | 
| 97e60 |  2e 20 54 77 65 65 64 69 65 20 75 73 65 64 20 74    68 65 20 6e 61 6d 65 20 69 6e 76 65 72 73 65 20  | ..Tweedie.used.the.name.inverse. | 
| 97e80 |  47 61 75 73 73 69 61 6e 0a 20 20 20 20 20 20 20    20 62 65 63 61 75 73 65 20 74 68 65 72 65 20 69  | Gaussian.........because.there.i | 
| 97ea0 |  73 20 61 6e 20 69 6e 76 65 72 73 65 20 72 65 6c    61 74 69 6f 6e 73 68 69 70 20 62 65 74 77 65 65  | s.an.inverse.relationship.betwee | 
| 97ec0 |  6e 20 74 68 65 20 74 69 6d 65 20 74 6f 20 63 6f    76 65 72 20 61 0a 20 20 20 20 20 20 20 20 75 6e  | n.the.time.to.cover.a.........un | 
| 97ee0 |  69 74 20 64 69 73 74 61 6e 63 65 20 61 6e 64 20    64 69 73 74 61 6e 63 65 20 63 6f 76 65 72 65 64  | it.distance.and.distance.covered | 
| 97f00 |  20 69 6e 20 75 6e 69 74 20 74 69 6d 65 2e 0a 0a    20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a  | .in.unit.time..............note: | 
| 97f20 |  3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65    77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73  | :.............New.code.should.us | 
| 97f40 |  65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 77  | e.the.`~numpy.random.Generator.w | 
| 97f60 |  61 6c 64 60 0a 20 20 20 20 20 20 20 20 20 20 20    20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e  | ald`.............method.of.a.`~n | 
| 97f80 |  75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20  | umpy.random.Generator`.instance. | 
| 97fa0 |  69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20    20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20  | instead;.............please.see. | 
| 97fc0 |  74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d    2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a  | the.:ref:`random-quick-start`... | 
| 97fe0 |  20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65    72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ........Parameters.........----- | 
| 98000 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6d 65    61 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72  | -----.........mean.:.float.or.ar | 
| 98020 |  72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61    74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44  | ray_like.of.floats.............D | 
| 98040 |  69 73 74 72 69 62 75 74 69 6f 6e 20 6d 65 61 6e    2c 20 6d 75 73 74 20 62 65 20 3e 20 30 2e 0a 20  | istribution.mean,.must.be.>.0... | 
| 98060 |  20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66    6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69  | .......scale.:.float.or.array_li | 
| 98080 |  6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20    20 20 20 20 20 20 20 20 20 53 63 61 6c 65 20 70  | ke.of.floats.............Scale.p | 
| 980a0 |  61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74 20 62    65 20 3e 20 30 2e 0a 20 20 20 20 20 20 20 20 73  | arameter,.must.be.>.0..........s | 
| 980c0 |  69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70    6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69  | ize.:.int.or.tuple.of.ints,.opti | 
| 980e0 |  6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20    20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20  | onal.............Output.shape... | 
| 98100 |  49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61    70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28  | If.the.given.shape.is,.e.g.,.``( | 
| 98120 |  6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e    0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d  | m,.n,.k)``,.then.............``m | 
| 98140 |  20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49  | .*.n.*.k``.samples.are.drawn...I | 
| 98160 |  66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65    60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20  | f.size.is.``None``.(default),... | 
| 98180 |  20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67    6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75  | ..........a.single.value.is.retu | 
| 981a0 |  72 6e 65 64 20 69 66 20 60 60 6d 65 61 6e 60 60    20 61 6e 64 20 60 60 73 63 61 6c 65 60 60 20 61  | rned.if.``mean``.and.``scale``.a | 
| 981c0 |  72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e    0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68  | re.both.scalars..............Oth | 
| 981e0 |  65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f    61 64 63 61 73 74 28 6d 65 61 6e 2c 20 73 63 61  | erwise,.``np.broadcast(mean,.sca | 
| 98200 |  6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20  | le).size``.samples.are.drawn.... | 
| 98220 |  20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20  | .......Returns.........-------.. | 
| 98240 |  20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61    72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20  | .......out.:.ndarray.or.scalar.. | 
| 98260 |  20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68  | ...........Drawn.samples.from.th | 
| 98280 |  65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20    57 61 6c 64 20 64 69 73 74 72 69 62 75 74 69 6f  | e.parameterized.Wald.distributio | 
| 982a0 |  6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20    41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d  | n...........See.Also.........--- | 
| 982c0 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 77  | -----.........random.Generator.w | 
| 982e0 |  61 6c 64 3a 20 77 68 69 63 68 20 73 68 6f 75 6c    64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65  | ald:.which.should.be.used.for.ne | 
| 98300 |  77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20    20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d  | w.code...........Notes.........- | 
| 98320 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65    20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e  | ----.........The.probability.den | 
| 98340 |  73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 6f    72 20 74 68 65 20 57 61 6c 64 20 64 69 73 74 72  | sity.function.for.the.Wald.distr | 
| 98360 |  69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20    20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28  | ibution.is.............math::.P( | 
| 98380 |  78 3b 6d 65 61 6e 2c 73 63 61 6c 65 29 20 3d 20    5c 73 71 72 74 7b 5c 66 72 61 63 7b 73 63 61 6c  | x;mean,scale).=.\sqrt{\frac{scal | 
| 983a0 |  65 7d 7b 32 5c 70 69 20 78 5e 33 7d 7d 65 5e 0a    20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | e}{2\pi.x^3}}e^................. | 
| 983c0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 5c 66 72 61 63 7b 2d 73 63 61 6c 65  | ....................\frac{-scale | 
| 983e0 |  28 78 2d 6d 65 61 6e 29 5e 32 7d 7b 32 5c 63 64    6f 74 70 20 6d 65 61 6e 5e 32 78 7d 0a 0a 20 20  | (x-mean)^2}{2\cdotp.mean^2x}.... | 
| 98400 |  20 20 20 20 20 20 41 73 20 6e 6f 74 65 64 20 61    62 6f 76 65 20 74 68 65 20 69 6e 76 65 72 73 65  | ......As.noted.above.the.inverse | 
| 98420 |  20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69    62 75 74 69 6f 6e 20 66 69 72 73 74 20 61 72 69  | .Gaussian.distribution.first.ari | 
| 98440 |  73 65 0a 20 20 20 20 20 20 20 20 66 72 6f 6d 20    61 74 74 65 6d 70 74 73 20 74 6f 20 6d 6f 64 65  | se.........from.attempts.to.mode | 
| 98460 |  6c 20 42 72 6f 77 6e 69 61 6e 20 6d 6f 74 69 6f    6e 2e 20 49 74 20 69 73 20 61 6c 73 6f 20 61 0a  | l.Brownian.motion..It.is.also.a. | 
| 98480 |  20 20 20 20 20 20 20 20 63 6f 6d 70 65 74 69 74    6f 72 20 74 6f 20 74 68 65 20 57 65 69 62 75 6c  | ........competitor.to.the.Weibul | 
| 984a0 |  6c 20 66 6f 72 20 75 73 65 20 69 6e 20 72 65 6c    69 61 62 69 6c 69 74 79 20 6d 6f 64 65 6c 69 6e  | l.for.use.in.reliability.modelin | 
| 984c0 |  67 20 61 6e 64 0a 20 20 20 20 20 20 20 20 6d 6f    64 65 6c 69 6e 67 20 73 74 6f 63 6b 20 72 65 74  | g.and.........modeling.stock.ret | 
| 984e0 |  75 72 6e 73 20 61 6e 64 20 69 6e 74 65 72 65 73    74 20 72 61 74 65 20 70 72 6f 63 65 73 73 65 73  | urns.and.interest.rate.processes | 
| 98500 |  2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72    65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | ...........References.........-- | 
| 98520 |  2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 2e 2e 20 5b 31 5d 20 42 72 69 67 68 74 6f 6e  | --------............[1].Brighton | 
| 98540 |  20 57 65 62 73 20 4c 74 64 2e 2c 20 57 61 6c 64    20 44 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20  | .Webs.Ltd.,.Wald.Distribution,.. | 
| 98560 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74    74 70 73 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76  | ..............https://web.archiv | 
| 98580 |  65 2e 6f 72 67 2f 77 65 62 2f 32 30 30 39 30 34    32 33 30 31 34 30 31 30 2f 68 74 74 70 3a 2f 2f  | e.org/web/20090423014010/http:// | 
| 985a0 |  77 77 77 2e 62 72 69 67 68 74 6f 6e 2d 77 65 62    73 2e 63 6f 2e 75 6b 3a 38 30 2f 64 69 73 74 72  | www.brighton-webs.co.uk:80/distr | 
| 985c0 |  69 62 75 74 69 6f 6e 73 2f 77 61 6c 64 2e 61 73    70 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d  | ibutions/wald.asp............[2] | 
| 985e0 |  20 43 68 68 69 6b 61 72 61 2c 20 52 61 6a 20 53    2e 2c 20 61 6e 64 20 46 6f 6c 6b 73 2c 20 4a 2e  | .Chhikara,.Raj.S.,.and.Folks,.J. | 
| 98600 |  20 4c 65 72 6f 79 2c 20 22 54 68 65 20 49 6e 76    65 72 73 65 20 47 61 75 73 73 69 61 6e 0a 20 20  | .Leroy,."The.Inverse.Gaussian... | 
| 98620 |  20 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73    74 72 69 62 75 74 69 6f 6e 3a 20 54 68 65 6f 72  | .............Distribution:.Theor | 
| 98640 |  79 20 3a 20 4d 65 74 68 6f 64 6f 6c 6f 67 79 2c    20 61 6e 64 20 41 70 70 6c 69 63 61 74 69 6f 6e  | y.:.Methodology,.and.Application | 
| 98660 |  73 22 2c 20 43 52 43 20 50 72 65 73 73 2c 0a 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39  | s",.CRC.Press,................19 | 
| 98680 |  38 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b    33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 49  | 88.............[3].Wikipedia,."I | 
| 986a0 |  6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 20    64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20  | nverse.Gaussian.distribution"... | 
| 986c0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74    70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69  | .............https://en.wikipedi | 
| 986e0 |  61 2e 6f 72 67 2f 77 69 6b 69 2f 49 6e 76 65 72    73 65 5f 47 61 75 73 73 69 61 6e 5f 64 69 73 74  | a.org/wiki/Inverse_Gaussian_dist | 
| 98700 |  72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20    20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20  | ribution..........Examples...... | 
| 98720 |  20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20  | ...--------.........Draw.values. | 
| 98740 |  66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62    75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74  | from.the.distribution.and.plot.t | 
| 98760 |  68 65 20 68 69 73 74 6f 67 72 61 6d 3a 0a 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72  | he.histogram:..........>>>.impor | 
| 98780 |  74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70    6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20  | t.matplotlib.pyplot.as.plt...... | 
| 987a0 |  20 20 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68    69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 77 61  | ...>>>.h.=.plt.hist(np.random.wa | 
| 987c0 |  6c 64 28 33 2c 20 32 2c 20 31 30 30 30 30 30 29    2c 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73  | ld(3,.2,.100000),.bins=200,.dens | 
| 987e0 |  69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29  | ity=True).........>>>.plt.show() | 
| 98800 |  0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 98820 |  0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72    64 5f 6e 6f 72 6d 61 6c 28 73 69 7a 65 3d 4e 6f  | .........standard_normal(size=No | 
| 98840 |  6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61    77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61  | ne)..........Draw.samples.from.a | 
| 98860 |  20 73 74 61 6e 64 61 72 64 20 4e 6f 72 6d 61 6c    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 6d  | .standard.Normal.distribution.(m | 
| 98880 |  65 61 6e 3d 30 2c 20 73 74 64 65 76 3d 31 29 2e    0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74  | ean=0,.stdev=1)..............not | 
| 988a0 |  65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20    4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20  | e::.............New.code.should. | 
| 988c0 |  75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20 20    20 20 20 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64  | use.the.............`~numpy.rand | 
| 988e0 |  6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61    6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 60 0a 20 20  | om.Generator.standard_normal`... | 
| 98900 |  20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64    20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61  | ..........method.of.a.`~numpy.ra | 
| 98920 |  6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20    69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64  | ndom.Generator`.instance.instead | 
| 98940 |  3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c    65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65  | ;.............please.see.the.:re | 
| 98960 |  66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d    73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20  | f:`random-quick-start`.......... | 
| 98980 |  20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20    20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20  | .Parameters.........----------.. | 
| 989a0 |  20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e    74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e  | .......size.:.int.or.tuple.of.in | 
| 989c0 |  74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20    20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20  | ts,.optional.............Output. | 
| 989e0 |  73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67    69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65  | shape...If.the.given.shape.is,.e | 
| 98a00 |  2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29    60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20  | .g.,.``(m,.n,.k)``,.then........ | 
| 98a20 |  20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b    60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64  | .....``m.*.n.*.k``.samples.are.d | 
| 98a40 |  72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69    73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63 68  | rawn...Default.is.None,.in.which | 
| 98a60 |  20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20 20    20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75 65  | .case.a.............single.value | 
| 98a80 |  20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 0a 20    20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20  | .is.returned...........Returns.. | 
| 98aa0 |  20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 6f 75 74 20 3a 20 66 6c 6f  | .......-------.........out.:.flo | 
| 98ac0 |  61 74 20 6f 72 20 6e 64 61 72 72 61 79 0a 20 20    20 20 20 20 20 20 20 20 20 20 41 20 66 6c 6f 61  | at.or.ndarray.............A.floa | 
| 98ae0 |  74 69 6e 67 2d 70 6f 69 6e 74 20 61 72 72 61 79    20 6f 66 20 73 68 61 70 65 20 60 60 73 69 7a 65  | ting-point.array.of.shape.``size | 
| 98b00 |  60 60 20 6f 66 20 64 72 61 77 6e 20 73 61 6d 70    6c 65 73 2c 20 6f 72 20 61 0a 20 20 20 20 20 20  | ``.of.drawn.samples,.or.a....... | 
| 98b20 |  20 20 20 20 20 20 73 69 6e 67 6c 65 20 73 61 6d    70 6c 65 20 69 66 20 60 60 73 69 7a 65 60 60 20  | ......single.sample.if.``size``. | 
| 98b40 |  77 61 73 20 6e 6f 74 20 73 70 65 63 69 66 69 65    64 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20  | was.not.specified...........See. | 
| 98b60 |  41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d    2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 6f  | Also.........--------.........no | 
| 98b80 |  72 6d 61 6c 20 3a 0a 20 20 20 20 20 20 20 20 20    20 20 20 45 71 75 69 76 61 6c 65 6e 74 20 66 75  | rmal.:.............Equivalent.fu | 
| 98ba0 |  6e 63 74 69 6f 6e 20 77 69 74 68 20 61 64 64 69    74 69 6f 6e 61 6c 20 60 60 6c 6f 63 60 60 20 61  | nction.with.additional.``loc``.a | 
| 98bc0 |  6e 64 20 60 60 73 63 61 6c 65 60 60 20 61 72 67    75 6d 65 6e 74 73 0a 20 20 20 20 20 20 20 20 20  | nd.``scale``.arguments.......... | 
| 98be0 |  20 20 20 66 6f 72 20 73 65 74 74 69 6e 67 20 74    68 65 20 6d 65 61 6e 20 61 6e 64 20 73 74 61 6e  | ...for.setting.the.mean.and.stan | 
| 98c00 |  64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2e 0a    20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47  | dard.deviation..........random.G | 
| 98c20 |  65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72    64 5f 6e 6f 72 6d 61 6c 3a 20 77 68 69 63 68 20  | enerator.standard_normal:.which. | 
| 98c40 |  73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66    6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20  | should.be.used.for.new.code..... | 
| 98c60 |  20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20    20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | ......Notes.........-----....... | 
| 98c80 |  20 20 46 6f 72 20 72 61 6e 64 6f 6d 20 73 61 6d    70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 6e 6f  | ..For.random.samples.from.the.no | 
| 98ca0 |  72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f    6e 20 77 69 74 68 20 6d 65 61 6e 20 60 60 6d 75  | rmal.distribution.with.mean.``mu | 
| 98cc0 |  60 60 20 61 6e 64 0a 20 20 20 20 20 20 20 20 73    74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f  | ``.and.........standard.deviatio | 
| 98ce0 |  6e 20 60 60 73 69 67 6d 61 60 60 2c 20 75 73 65    20 6f 6e 65 20 6f 66 3a 3a 0a 0a 20 20 20 20 20  | n.``sigma``,.use.one.of::....... | 
| 98d00 |  20 20 20 20 20 20 20 6d 75 20 2b 20 73 69 67 6d    61 20 2a 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74  | .......mu.+.sigma.*.np.random.st | 
| 98d20 |  61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 28 73 69    7a 65 3d 2e 2e 2e 29 0a 20 20 20 20 20 20 20 20  | andard_normal(size=...)......... | 
| 98d40 |  20 20 20 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6e 6f    72 6d 61 6c 28 6d 75 2c 20 73 69 67 6d 61 2c 20  | ....np.random.normal(mu,.sigma,. | 
| 98d60 |  73 69 7a 65 3d 2e 2e 2e 29 0a 0a 20 20 20 20 20    20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20  | size=...)..........Examples..... | 
| 98d80 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64  | ....--------.........>>>.np.rand | 
| 98da0 |  6f 6d 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d    61 6c 28 29 0a 20 20 20 20 20 20 20 20 32 2e 31  | om.standard_normal().........2.1 | 
| 98dc0 |  39 32 33 38 37 35 33 33 35 35 33 37 33 31 35 20    23 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20  | 923875335537315.#random......... | 
| 98de0 |  20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64    6f 6d 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d  | .>>>.s.=.np.random.standard_norm | 
| 98e00 |  61 6c 28 38 30 30 30 29 0a 20 20 20 20 20 20 20    20 3e 3e 3e 20 73 0a 20 20 20 20 20 20 20 20 61  | al(8000).........>>>.s.........a | 
| 98e20 |  72 72 61 79 28 5b 20 30 2e 36 38 38 38 38 39 33    20 2c 20 20 30 2e 37 38 30 39 36 32 36 32 2c 20  | rray([.0.6888893.,..0.78096262,. | 
| 98e40 |  2d 30 2e 38 39 30 38 36 35 30 35 2c 20 2e 2e 2e    2c 20 20 30 2e 34 39 38 37 36 33 31 31 2c 20 20  | -0.89086505,....,..0.49876311,.. | 
| 98e60 |  23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 2d 30 2e 33 38 36 37 32  | #.random................-0.38672 | 
| 98e80 |  36 39 36 2c 20 2d 30 2e 34 36 38 35 30 30 36 20    5d 29 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | 696,.-0.4685006.]).............. | 
| 98ea0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20  | ..................#.random...... | 
| 98ec0 |  20 20 20 3e 3e 3e 20 73 2e 73 68 61 70 65 0a 20    20 20 20 20 20 20 20 28 38 30 30 30 2c 29 0a 20  | ...>>>.s.shape.........(8000,).. | 
| 98ee0 |  20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e    70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e 64 61 72  | .......>>>.s.=.np.random.standar | 
| 98f00 |  64 5f 6e 6f 72 6d 61 6c 28 73 69 7a 65 3d 28 33    2c 20 34 2c 20 32 29 29 0a 20 20 20 20 20 20 20  | d_normal(size=(3,.4,.2))........ | 
| 98f20 |  20 3e 3e 3e 20 73 2e 73 68 61 70 65 0a 20 20 20    20 20 20 20 20 28 33 2c 20 34 2c 20 32 29 0a 0a  | .>>>.s.shape.........(3,.4,.2).. | 
| 98f40 |  20 20 20 20 20 20 20 20 54 77 6f 2d 62 79 2d 66    6f 75 72 20 61 72 72 61 79 20 6f 66 20 73 61 6d  | ........Two-by-four.array.of.sam | 
| 98f60 |  70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 6e 6f    72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f  | ples.from.the.normal.distributio | 
| 98f80 |  6e 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 6d    65 61 6e 20 33 20 61 6e 64 20 73 74 61 6e 64 61  | n.with.........mean.3.and.standa | 
| 98fa0 |  72 64 20 64 65 76 69 61 74 69 6f 6e 20 32 2e 35    3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 33  | rd.deviation.2.5:..........>>>.3 | 
| 98fc0 |  20 2b 20 32 2e 35 20 2a 20 6e 70 2e 72 61 6e 64    6f 6d 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d  | .+.2.5.*.np.random.standard_norm | 
| 98fe0 |  61 6c 28 73 69 7a 65 3d 28 32 2c 20 34 29 29 0a    20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b  | al(size=(2,.4)).........array([[ | 
| 99000 |  2d 34 2e 34 39 34 30 31 35 30 31 2c 20 20 34 2e    30 30 39 35 30 30 33 34 2c 20 2d 31 2e 38 31 38  | -4.49401501,..4.00950034,.-1.818 | 
| 99020 |  31 34 38 36 37 2c 20 20 37 2e 32 39 37 31 38 36    37 37 5d 2c 20 20 20 23 20 72 61 6e 64 6f 6d 0a  | 14867,..7.29718677],...#.random. | 
| 99040 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b    20 30 2e 33 39 39 32 34 38 30 34 2c 20 20 34 2e  | ...............[.0.39924804,..4. | 
| 99060 |  36 38 34 35 36 33 31 36 2c 20 20 34 2e 39 39 33    39 34 35 32 39 2c 20 20 34 2e 38 34 30 35 37 32  | 68456316,..4.99394529,..4.840572 | 
| 99080 |  35 34 5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a    0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00  | 54]])..#.random................. | 
| 990a0 |  0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72    64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 73  | .........standard_gamma(shape,.s | 
| 990c0 |  69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20    20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20  | ize=None)..........Draw.samples. | 
| 990e0 |  66 72 6f 6d 20 61 20 73 74 61 6e 64 61 72 64 20    47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69  | from.a.standard.Gamma.distributi | 
| 99100 |  6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d    70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66  | on...........Samples.are.drawn.f | 
| 99120 |  72 6f 6d 20 61 20 47 61 6d 6d 61 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70  | rom.a.Gamma.distribution.with.sp | 
| 99140 |  65 63 69 66 69 65 64 20 70 61 72 61 6d 65 74 65    72 73 2c 0a 20 20 20 20 20 20 20 20 73 68 61 70  | ecified.parameters,.........shap | 
| 99160 |  65 20 28 73 6f 6d 65 74 69 6d 65 73 20 64 65 73    69 67 6e 61 74 65 64 20 22 6b 22 29 20 61 6e 64  | e.(sometimes.designated."k").and | 
| 99180 |  20 73 63 61 6c 65 3d 31 2e 0a 0a 20 20 20 20 20    20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20  | .scale=1..............note::.... | 
| 991a0 |  20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64    65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65  | .........New.code.should.use.the | 
| 991c0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e    75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65  | .............`~numpy.random.Gene | 
| 991e0 |  72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 67    61 6d 6d 61 60 0a 20 20 20 20 20 20 20 20 20 20  | rator.standard_gamma`........... | 
| 99200 |  20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e  | ..method.of.a.`~numpy.random.Gen | 
| 99220 |  65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65    20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20  | erator`.instance.instead;....... | 
| 99240 |  20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65    20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f  | ......please.see.the.:ref:`rando | 
| 99260 |  6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a    0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74  | m-quick-start`...........Paramet | 
| 99280 |  65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73  | ers.........----------.........s | 
| 992a0 |  68 61 70 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20    61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c  | hape.:.float.or.array_like.of.fl | 
| 992c0 |  6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20    20 50 61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74  | oats.............Parameter,.must | 
| 992e0 |  20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65    2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a  | .be.non-negative..........size.: | 
| 99300 |  20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66    20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a  | .int.or.tuple.of.ints,.optional. | 
| 99320 |  20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70    75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68  | ............Output.shape...If.th | 
| 99340 |  65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73    2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c  | e.given.shape.is,.e.g.,.``(m,.n, | 
| 99360 |  20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20    20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20  | .k)``,.then.............``m.*.n. | 
| 99380 |  2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72    65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a  | *.k``.samples.are.drawn...If.siz | 
| 993a0 |  65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64    65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20  | e.is.``None``.(default),........ | 
| 993c0 |  20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61    6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20  | .....a.single.value.is.returned. | 
| 993e0 |  69 66 20 60 60 73 68 61 70 65 60 60 20 69 73 20    61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72  | if.``shape``.is.a.scalar...Other | 
| 99400 |  77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20    20 20 60 60 6e 70 2e 61 72 72 61 79 28 73 68 61  | wise,.............``np.array(sha | 
| 99420 |  70 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20  | pe).size``.samples.are.drawn.... | 
| 99440 |  20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20  | .......Returns.........-------.. | 
| 99460 |  20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61    72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20  | .......out.:.ndarray.or.scalar.. | 
| 99480 |  20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e    20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68  | ...........Drawn.samples.from.th | 
| 994a0 |  65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20    73 74 61 6e 64 61 72 64 20 67 61 6d 6d 61 20 64  | e.parameterized.standard.gamma.d | 
| 994c0 |  69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20    20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20  | istribution...........See.Also.. | 
| 994e0 |  20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74  | .......--------.........scipy.st | 
| 99500 |  61 74 73 2e 67 61 6d 6d 61 20 3a 20 70 72 6f 62    61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20  | ats.gamma.:.probability.density. | 
| 99520 |  66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 72 69    62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20  | function,.distribution.or....... | 
| 99540 |  20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 76 65    20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f  | ......cumulative.density.functio | 
| 99560 |  6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 20 20 20    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | n,.etc..........random.Generator | 
| 99580 |  2e 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 3a    20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65  | .standard_gamma:.which.should.be | 
| 995a0 |  20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f    64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74  | .used.for.new.code...........Not | 
| 995c0 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f  | es.........-----.........The.pro | 
| 995e0 |  62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79    20 66 6f 72 20 74 68 65 20 47 61 6d 6d 61 20 64  | bability.density.for.the.Gamma.d | 
| 99600 |  69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a    20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a  | istribution.is.............math: | 
| 99620 |  3a 20 70 28 78 29 20 3d 20 78 5e 7b 6b 2d 31 7d    5c 66 72 61 63 7b 65 5e 7b 2d 78 2f 5c 74 68 65  | :.p(x).=.x^{k-1}\frac{e^{-x/\the | 
| 99640 |  74 61 7d 7d 7b 5c 74 68 65 74 61 5e 6b 5c 47 61    6d 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20 20 20 20  | ta}}{\theta^k\Gamma(k)},........ | 
| 99660 |  20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6b    60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61  | ..where.:math:`k`.is.the.shape.a | 
| 99680 |  6e 64 20 3a 6d 61 74 68 3a 60 5c 74 68 65 74 61    60 20 74 68 65 20 73 63 61 6c 65 2c 0a 20 20 20  | nd.:math:`\theta`.the.scale,.... | 
| 996a0 |  20 20 20 20 20 61 6e 64 20 3a 6d 61 74 68 3a 60    5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 47  | .....and.:math:`\Gamma`.is.the.G | 
| 996c0 |  61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a    20 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d  | amma.function...........The.Gamm | 
| 996e0 |  61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69    73 20 6f 66 74 65 6e 20 75 73 65 64 20 74 6f 20  | a.distribution.is.often.used.to. | 
| 99700 |  6d 6f 64 65 6c 20 74 68 65 20 74 69 6d 65 73 20    74 6f 20 66 61 69 6c 75 72 65 20 6f 66 0a 20 20  | model.the.times.to.failure.of... | 
| 99720 |  20 20 20 20 20 20 65 6c 65 63 74 72 6f 6e 69 63    20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20 61 6e 64  | ......electronic.components,.and | 
| 99740 |  20 61 72 69 73 65 73 20 6e 61 74 75 72 61 6c 6c    79 20 69 6e 20 70 72 6f 63 65 73 73 65 73 20 66  | .arises.naturally.in.processes.f | 
| 99760 |  6f 72 20 77 68 69 63 68 20 74 68 65 0a 20 20 20    20 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d  | or.which.the.........waiting.tim | 
| 99780 |  65 73 20 62 65 74 77 65 65 6e 20 50 6f 69 73 73    6f 6e 20 64 69 73 74 72 69 62 75 74 65 64 20 65  | es.between.Poisson.distributed.e | 
| 997a0 |  76 65 6e 74 73 20 61 72 65 20 72 65 6c 65 76 61    6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66  | vents.are.relevant...........Ref | 
| 997c0 |  65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | erences.........----------...... | 
| 997e0 |  20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 73 74    65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 47 61  | ......[1].Weisstein,.Eric.W.."Ga | 
| 99800 |  6d 6d 61 20 44 69 73 74 72 69 62 75 74 69 6f 6e    2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c  | mma.Distribution.".From.MathWorl | 
| 99820 |  64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20  | d--A................Wolfram.Web. | 
| 99840 |  52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f  | Resource.................http:// | 
| 99860 |  6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61    6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 72  | mathworld.wolfram.com/GammaDistr | 
| 99880 |  69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20    20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69  | ibution.html............[2].Wiki | 
| 998a0 |  70 65 64 69 61 2c 20 22 47 61 6d 6d 61 20 64 69    73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20  | pedia,."Gamma.distribution",.... | 
| 998c0 |  20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70    73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61  | ............https://en.wikipedia | 
| 998e0 |  2e 6f 72 67 2f 77 69 6b 69 2f 47 61 6d 6d 61 5f    64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20  | .org/wiki/Gamma_distribution.... | 
| 99900 |  20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a  | ......Examples.........--------. | 
| 99920 |  20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d    70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69  | ........Draw.samples.from.the.di | 
| 99940 |  73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20    20 20 20 20 20 3e 3e 3e 20 73 68 61 70 65 2c 20  | stribution:..........>>>.shape,. | 
| 99960 |  73 63 61 6c 65 20 3d 20 32 2e 2c 20 31 2e 20 23    20 6d 65 61 6e 20 61 6e 64 20 77 69 64 74 68 0a  | scale.=.2.,.1..#.mean.and.width. | 
| 99980 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20    6e 70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e 64 61  | ........>>>.s.=.np.random.standa | 
| 999a0 |  72 64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20    31 30 30 30 30 30 30 29 0a 0a 20 20 20 20 20 20  | rd_gamma(shape,.1000000)........ | 
| 999c0 |  20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69    73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73  | ..Display.the.histogram.of.the.s | 
| 999e0 |  61 6d 70 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69    74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70  | amples,.along.with.........the.p | 
| 99a00 |  72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69    74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20  | robability.density.function:.... | 
| 99a20 |  20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74    20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c  | ......>>>.import.matplotlib.pypl | 
| 99a40 |  6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 73 63 69  | ot.as.plt.........>>>.import.sci | 
| 99a60 |  70 79 2e 73 70 65 63 69 61 6c 20 61 73 20 73 70    73 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53  | py.special.as.sps..#.doctest:.+S | 
| 99a80 |  4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e  | KIP.........>>>.count,.bins,.ign | 
| 99aa0 |  6f 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28    73 2c 20 35 30 2c 20 64 65 6e 73 69 74 79 3d 54  | ored.=.plt.hist(s,.50,.density=T | 
| 99ac0 |  72 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e    20 79 20 3d 20 62 69 6e 73 2a 2a 28 73 68 61 70  | rue).........>>>.y.=.bins**(shap | 
| 99ae0 |  65 2d 31 29 20 2a 20 28 28 6e 70 2e 65 78 70 28    2d 62 69 6e 73 2f 73 63 61 6c 65 29 29 2f 20 20  | e-1).*.((np.exp(-bins/scale))/.. | 
| 99b00 |  23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50    0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20  | #.doctest:.+SKIP................ | 
| 99b20 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 28 73 70 73 2e 67 61 6d 6d 61 28 73 68  | ...................(sps.gamma(sh | 
| 99b40 |  61 70 65 29 20 2a 20 73 63 61 6c 65 2a 2a 73 68    61 70 65 29 29 0a 20 20 20 20 20 20 20 20 3e 3e  | ape).*.scale**shape)).........>> | 
| 99b60 |  3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c    20 79 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c  | >.plt.plot(bins,.y,.linewidth=2, | 
| 99b80 |  20 63 6f 6c 6f 72 3d 27 72 27 29 20 20 23 20 64    6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20  | .color='r')..#.doctest:.+SKIP... | 
| 99ba0 |  20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68    6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00  | ......>>>.plt.show()............ | 
| 99bc0 |  0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72    64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 28 73 69  | .........standard_exponential(si | 
| 99be0 |  7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20    20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66  | ze=None)..........Draw.samples.f | 
| 99c00 |  72 6f 6d 20 74 68 65 20 73 74 61 6e 64 61 72 64    20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73  | rom.the.standard.exponential.dis | 
| 99c20 |  74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20    20 20 20 20 60 73 74 61 6e 64 61 72 64 5f 65 78  | tribution...........`standard_ex | 
| 99c40 |  70 6f 6e 65 6e 74 69 61 6c 60 20 69 73 20 69 64    65 6e 74 69 63 61 6c 20 74 6f 20 74 68 65 20 65  | ponential`.is.identical.to.the.e | 
| 99c60 |  78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72    69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20  | xponential.distribution......... | 
| 99c80 |  77 69 74 68 20 61 20 73 63 61 6c 65 20 70 61 72    61 6d 65 74 65 72 20 6f 66 20 31 2e 0a 0a 20 20  | with.a.scale.parameter.of.1..... | 
| 99ca0 |  20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a    20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20  | .........note::.............New. | 
| 99cc0 |  63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20    74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20  | code.should.use.the............. | 
| 99ce0 |  60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47    65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72  | `~numpy.random.Generator.standar | 
| 99d00 |  64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 60 0a 20    20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f  | d_exponential`.............metho | 
| 99d20 |  64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72    61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60  | d.of.a.`~numpy.random.Generator` | 
| 99d40 |  20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61    64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70  | .instance.instead;.............p | 
| 99d60 |  6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72    65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b  | lease.see.the.:ref:`random-quick | 
| 99d80 |  2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20    20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20  | -start`...........Parameters.... | 
| 99da0 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69  | .....----------.........size.:.i | 
| 99dc0 |  6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69    6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20  | nt.or.tuple.of.ints,.optional... | 
| 99de0 |  20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74    20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20  | ..........Output.shape...If.the. | 
| 99e00 |  67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20    65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b  | given.shape.is,.e.g.,.``(m,.n,.k | 
| 99e20 |  29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20    20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20  | )``,.then.............``m.*.n.*. | 
| 99e40 |  6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20    64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20  | k``.samples.are.drawn...Default. | 
| 99e60 |  69 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63    68 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20  | is.None,.in.which.case.a........ | 
| 99e80 |  20 20 20 20 20 73 69 6e 67 6c 65 20 76 61 6c 75    65 20 69 73 20 72 65 74 75 72 6e 65 64 2e 0a 0a  | .....single.value.is.returned... | 
| 99ea0 |  20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a  | ........Returns.........-------. | 
| 99ec0 |  20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 66 6c    6f 61 74 20 6f 72 20 6e 64 61 72 72 61 79 0a 20  | ........out.:.float.or.ndarray.. | 
| 99ee0 |  20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e    20 73 61 6d 70 6c 65 73 2e 0a 0a 20 20 20 20 20  | ...........Drawn.samples........ | 
| 99f00 |  20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20    20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20  | ...See.Also.........--------.... | 
| 99f20 |  20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65    72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 65  | .....random.Generator.standard_e | 
| 99f40 |  78 70 6f 6e 65 6e 74 69 61 6c 3a 20 77 68 69 63    68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64  | xponential:.which.should.be.used | 
| 99f60 |  20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a    20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73  | .for.new.code...........Examples | 
| 99f80 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d    2d 0a 20 20 20 20 20 20 20 20 4f 75 74 70 75 74  | .........--------.........Output | 
| 99fa0 |  20 61 20 33 78 38 30 30 30 20 61 72 72 61 79 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 20  | .a.3x8000.array:..........>>>.n. | 
| 99fc0 |  3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e    64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c  | =.np.random.standard_exponential | 
| 99fe0 |  28 28 33 2c 20 38 30 30 30 29 29 0a 0a 20 20 20    20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00  | ((3,.8000))..................... | 
| 9a000 |  0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72    64 5f 63 61 75 63 68 79 28 73 69 7a 65 3d 4e 6f  | .........standard_cauchy(size=No | 
| 9a020 |  6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61    77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61  | ne)..........Draw.samples.from.a | 
| 9a040 |  20 73 74 61 6e 64 61 72 64 20 43 61 75 63 68 79    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69  | .standard.Cauchy.distribution.wi | 
| 9a060 |  74 68 20 6d 6f 64 65 20 3d 20 30 2e 0a 0a 20 20    20 20 20 20 20 20 41 6c 73 6f 20 6b 6e 6f 77 6e  | th.mode.=.0...........Also.known | 
| 9a080 |  20 61 73 20 74 68 65 20 4c 6f 72 65 6e 74 7a 20    64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20  | .as.the.Lorentz.distribution.... | 
| 9a0a0 |  20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a    0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77  | ..........note::.............New | 
| 9a0c0 |  20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65    20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20  | .code.should.use.the............ | 
| 9a0e0 |  20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e    47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61  | .`~numpy.random.Generator.standa | 
| 9a100 |  72 64 5f 63 61 75 63 68 79 60 0a 20 20 20 20 20    20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66  | rd_cauchy`.............method.of | 
| 9a120 |  20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f    6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73  | .a.`~numpy.random.Generator`.ins | 
| 9a140 |  74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20    20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73  | tance.instead;.............pleas | 
| 9a160 |  65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60    72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61  | e.see.the.:ref:`random-quick-sta | 
| 9a180 |  72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61    72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20  | rt`...........Parameters........ | 
| 9a1a0 |  20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f  | .----------.........size.:.int.o | 
| 9a1c0 |  72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c    20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20  | r.tuple.of.ints,.optional....... | 
| 9a1e0 |  20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61    70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65  | ......Output.shape...If.the.give | 
| 9a200 |  6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e    2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c  | n.shape.is,.e.g.,.``(m,.n,.k)``, | 
| 9a220 |  20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20    20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20  | .then.............``m.*.n.*.k``. | 
| 9a240 |  73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77    6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e  | samples.are.drawn...Default.is.N | 
| 9a260 |  6f 6e 65 2c 20 69 6e 20 77 68 69 63 68 20 63 61    73 65 20 61 0a 20 20 20 20 20 20 20 20 20 20 20  | one,.in.which.case.a............ | 
| 9a280 |  20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73    20 72 65 74 75 72 6e 65 64 2e 0a 0a 20 20 20 20  | .single.value.is.returned....... | 
| 9a2a0 |  20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20    20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20  | ....Returns.........-------..... | 
| 9a2c0 |  20 20 20 20 73 61 6d 70 6c 65 73 20 3a 20 6e 64    61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a  | ....samples.:.ndarray.or.scalar. | 
| 9a2e0 |  20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20    64 72 61 77 6e 20 73 61 6d 70 6c 65 73 2e 0a 0a  | ............The.drawn.samples... | 
| 9a300 |  20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f    0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d  | ........See.Also.........------- | 
| 9a320 |  2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d    2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64  | -.........random.Generator.stand | 
| 9a340 |  61 72 64 5f 63 61 75 63 68 79 3a 20 77 68 69 63    68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64  | ard_cauchy:.which.should.be.used | 
| 9a360 |  20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a    20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20  | .for.new.code...........Notes... | 
| 9a380 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c  | ......-----.........The.probabil | 
| 9a3a0 |  69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63    74 69 6f 6e 20 66 6f 72 20 74 68 65 20 66 75 6c  | ity.density.function.for.the.ful | 
| 9a3c0 |  6c 20 43 61 75 63 68 79 20 64 69 73 74 72 69 62    75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20  | l.Cauchy.distribution.is........ | 
| 9a3e0 |  20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b    20 78 5f 30 2c 20 5c 67 61 6d 6d 61 29 20 3d 20  | .....math::.P(x;.x_0,.\gamma).=. | 
| 9a400 |  5c 66 72 61 63 7b 31 7d 7b 5c 70 69 20 5c 67 61    6d 6d 61 20 5c 62 69 67 6c 5b 20 31 2b 0a 20 20  | \frac{1}{\pi.\gamma.\bigl[.1+... | 
| 9a420 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    28 5c 66 72 61 63 7b 78 2d 78 5f 30 7d 7b 5c 67  | ................(\frac{x-x_0}{\g | 
| 9a440 |  61 6d 6d 61 7d 29 5e 32 20 5c 62 69 67 72 5d 20    7d 0a 0a 20 20 20 20 20 20 20 20 61 6e 64 20 74  | amma})^2.\bigr].}..........and.t | 
| 9a460 |  68 65 20 53 74 61 6e 64 61 72 64 20 43 61 75 63    68 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20  | he.Standard.Cauchy.distribution. | 
| 9a480 |  6a 75 73 74 20 73 65 74 73 20 3a 6d 61 74 68 3a    60 78 5f 30 3d 30 60 20 61 6e 64 0a 20 20 20 20  | just.sets.:math:`x_0=0`.and..... | 
| 9a4a0 |  20 20 20 20 3a 6d 61 74 68 3a 60 5c 67 61 6d 6d    61 3d 31 60 0a 0a 20 20 20 20 20 20 20 20 54 68  | ....:math:`\gamma=1`..........Th | 
| 9a4c0 |  65 20 43 61 75 63 68 79 20 64 69 73 74 72 69 62    75 74 69 6f 6e 20 61 72 69 73 65 73 20 69 6e 20  | e.Cauchy.distribution.arises.in. | 
| 9a4e0 |  74 68 65 20 73 6f 6c 75 74 69 6f 6e 20 74 6f 20    74 68 65 20 64 72 69 76 65 6e 20 68 61 72 6d 6f  | the.solution.to.the.driven.harmo | 
| 9a500 |  6e 69 63 0a 20 20 20 20 20 20 20 20 6f 73 63 69    6c 6c 61 74 6f 72 20 70 72 6f 62 6c 65 6d 2c 20  | nic.........oscillator.problem,. | 
| 9a520 |  61 6e 64 20 61 6c 73 6f 20 64 65 73 63 72 69 62    65 73 20 73 70 65 63 74 72 61 6c 20 6c 69 6e 65  | and.also.describes.spectral.line | 
| 9a540 |  20 62 72 6f 61 64 65 6e 69 6e 67 2e 20 49 74 0a    20 20 20 20 20 20 20 20 61 6c 73 6f 20 64 65 73  | .broadening..It.........also.des | 
| 9a560 |  63 72 69 62 65 73 20 74 68 65 20 64 69 73 74 72    69 62 75 74 69 6f 6e 20 6f 66 20 76 61 6c 75 65  | cribes.the.distribution.of.value | 
| 9a580 |  73 20 61 74 20 77 68 69 63 68 20 61 20 6c 69 6e    65 20 74 69 6c 74 65 64 20 61 74 0a 20 20 20 20  | s.at.which.a.line.tilted.at..... | 
| 9a5a0 |  20 20 20 20 61 20 72 61 6e 64 6f 6d 20 61 6e 67    6c 65 20 77 69 6c 6c 20 63 75 74 20 74 68 65 20  | ....a.random.angle.will.cut.the. | 
| 9a5c0 |  78 20 61 78 69 73 2e 0a 0a 20 20 20 20 20 20 20    20 57 68 65 6e 20 73 74 75 64 79 69 6e 67 20 68  | x.axis...........When.studying.h | 
| 9a5e0 |  79 70 6f 74 68 65 73 69 73 20 74 65 73 74 73 20    74 68 61 74 20 61 73 73 75 6d 65 20 6e 6f 72 6d  | ypothesis.tests.that.assume.norm | 
| 9a600 |  61 6c 69 74 79 2c 20 73 65 65 69 6e 67 20 68 6f    77 20 74 68 65 0a 20 20 20 20 20 20 20 20 74 65  | ality,.seeing.how.the.........te | 
| 9a620 |  73 74 73 20 70 65 72 66 6f 72 6d 20 6f 6e 20 64    61 74 61 20 66 72 6f 6d 20 61 20 43 61 75 63 68  | sts.perform.on.data.from.a.Cauch | 
| 9a640 |  79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69    73 20 61 20 67 6f 6f 64 20 69 6e 64 69 63 61 74  | y.distribution.is.a.good.indicat | 
| 9a660 |  6f 72 20 6f 66 0a 20 20 20 20 20 20 20 20 74 68    65 69 72 20 73 65 6e 73 69 74 69 76 69 74 79 20  | or.of.........their.sensitivity. | 
| 9a680 |  74 6f 20 61 20 68 65 61 76 79 2d 74 61 69 6c 65    64 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20  | to.a.heavy-tailed.distribution,. | 
| 9a6a0 |  73 69 6e 63 65 20 74 68 65 20 43 61 75 63 68 79    20 6c 6f 6f 6b 73 0a 20 20 20 20 20 20 20 20 76  | since.the.Cauchy.looks.........v | 
| 9a6c0 |  65 72 79 20 6d 75 63 68 20 6c 69 6b 65 20 61 20    47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62  | ery.much.like.a.Gaussian.distrib | 
| 9a6e0 |  75 74 69 6f 6e 2c 20 62 75 74 20 77 69 74 68 20    68 65 61 76 69 65 72 20 74 61 69 6c 73 2e 0a 0a  | ution,.but.with.heavier.tails... | 
| 9a700 |  20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63    65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d  | ........References.........----- | 
| 9a720 |  2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e    20 5b 31 5d 20 4e 49 53 54 2f 53 45 4d 41 54 45  | -----............[1].NIST/SEMATE | 
| 9a740 |  43 48 20 65 2d 48 61 6e 64 62 6f 6f 6b 20 6f 66    20 53 74 61 74 69 73 74 69 63 61 6c 20 4d 65 74  | CH.e-Handbook.of.Statistical.Met | 
| 9a760 |  68 6f 64 73 2c 20 22 43 61 75 63 68 79 0a 20 20    20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74  | hods,."Cauchy...............Dist | 
| 9a780 |  72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f  | ribution",...............https:/ | 
| 9a7a0 |  2f 77 77 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f    76 2f 64 69 76 38 39 38 2f 68 61 6e 64 62 6f 6f  | /www.itl.nist.gov/div898/handboo | 
| 9a7c0 |  6b 2f 65 64 61 2f 73 65 63 74 69 6f 6e 33 2f 65    64 61 33 36 36 33 2e 68 74 6d 0a 20 20 20 20 20  | k/eda/section3/eda3663.htm...... | 
| 9a7e0 |  20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73 74    65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 43 61  | ......[2].Weisstein,.Eric.W.."Ca | 
| 9a800 |  75 63 68 79 20 44 69 73 74 72 69 62 75 74 69 6f    6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72  | uchy.Distribution.".From.MathWor | 
| 9a820 |  6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20    20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20  | ld--A...............Wolfram.Web. | 
| 9a840 |  52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20    20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d  | Resource................http://m | 
| 9a860 |  61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d    2e 63 6f 6d 2f 43 61 75 63 68 79 44 69 73 74 72  | athworld.wolfram.com/CauchyDistr | 
| 9a880 |  69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20    20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69  | ibution.html............[3].Wiki | 
| 9a8a0 |  70 65 64 69 61 2c 20 22 43 61 75 63 68 79 20 64    69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20  | pedia,."Cauchy.distribution".... | 
| 9a8c0 |  20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73    3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e  | ...........https://en.wikipedia. | 
| 9a8e0 |  6f 72 67 2f 77 69 6b 69 2f 43 61 75 63 68 79 5f    64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20  | org/wiki/Cauchy_distribution.... | 
| 9a900 |  20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a  | ......Examples.........--------. | 
| 9a920 |  20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d    70 6c 65 73 20 61 6e 64 20 70 6c 6f 74 20 74 68  | ........Draw.samples.and.plot.th | 
| 9a940 |  65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a    0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70  | e.distribution:..........>>>.imp | 
| 9a960 |  6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70    79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20  | ort.matplotlib.pyplot.as.plt.... | 
| 9a980 |  20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e    72 61 6e 64 6f 6d 2e 73 74 61 6e 64 61 72 64 5f  | .....>>>.s.=.np.random.standard_ | 
| 9a9a0 |  63 61 75 63 68 79 28 31 30 30 30 30 30 30 29 0a    20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20  | cauchy(1000000).........>>>.s.=. | 
| 9a9c0 |  73 5b 28 73 3e 2d 32 35 29 20 26 20 28 73 3c 32    35 29 5d 20 20 23 20 74 72 75 6e 63 61 74 65 20  | s[(s>-25).&.(s<25)]..#.truncate. | 
| 9a9e0 |  64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 6f 20    69 74 20 70 6c 6f 74 73 20 77 65 6c 6c 0a 20 20  | distribution.so.it.plots.well... | 
| 9aa00 |  20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 68 69    73 74 28 73 2c 20 62 69 6e 73 3d 31 30 30 29 0a  | ......>>>.plt.hist(s,.bins=100). | 
| 9aa20 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e    73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20  | ........>>>.plt.show().......... | 
| 9aa40 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 9aa60 |  0a 20 20 20 20 20 20 20 20 73 68 75 66 66 6c 65    28 78 29 0a 0a 20 20 20 20 20 20 20 20 4d 6f 64  | .........shuffle(x)..........Mod | 
| 9aa80 |  69 66 79 20 61 20 73 65 71 75 65 6e 63 65 20 69    6e 2d 70 6c 61 63 65 20 62 79 20 73 68 75 66 66  | ify.a.sequence.in-place.by.shuff | 
| 9aaa0 |  6c 69 6e 67 20 69 74 73 20 63 6f 6e 74 65 6e 74    73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 69 73  | ling.its.contents...........This | 
| 9aac0 |  20 66 75 6e 63 74 69 6f 6e 20 6f 6e 6c 79 20 73    68 75 66 66 6c 65 73 20 74 68 65 20 61 72 72 61  | .function.only.shuffles.the.arra | 
| 9aae0 |  79 20 61 6c 6f 6e 67 20 74 68 65 20 66 69 72 73    74 20 61 78 69 73 20 6f 66 20 61 0a 20 20 20 20  | y.along.the.first.axis.of.a..... | 
| 9ab00 |  20 20 20 20 6d 75 6c 74 69 2d 64 69 6d 65 6e 73    69 6f 6e 61 6c 20 61 72 72 61 79 2e 20 54 68 65  | ....multi-dimensional.array..The | 
| 9ab20 |  20 6f 72 64 65 72 20 6f 66 20 73 75 62 2d 61 72    72 61 79 73 20 69 73 20 63 68 61 6e 67 65 64 20  | .order.of.sub-arrays.is.changed. | 
| 9ab40 |  62 75 74 0a 20 20 20 20 20 20 20 20 74 68 65 69    72 20 63 6f 6e 74 65 6e 74 73 20 72 65 6d 61 69  | but.........their.contents.remai | 
| 9ab60 |  6e 73 20 74 68 65 20 73 61 6d 65 2e 0a 0a 20 20    20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a  | ns.the.same..............note::. | 
| 9ab80 |  20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20    63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20  | ............New.code.should.use. | 
| 9aba0 |  74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64    6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73 68 75  | the.`~numpy.random.Generator.shu | 
| 9abc0 |  66 66 6c 65 60 0a 20 20 20 20 20 20 20 20 20 20    20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e  | ffle`.............method.of.a.`~ | 
| 9abe0 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e    65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65  | numpy.random.Generator`.instance | 
| 9ac00 |  20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20    20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65  | .instead;.............please.see | 
| 9ac20 |  20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f    6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a  | .the.:ref:`random-quick-start`.. | 
| 9ac40 |  0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74    65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | .........Parameters.........---- | 
| 9ac60 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 78    20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 4d 75  | ------.........x.:.ndarray.or.Mu | 
| 9ac80 |  74 61 62 6c 65 53 65 71 75 65 6e 63 65 0a 20 20    20 20 20 20 20 20 20 20 20 20 54 68 65 20 61 72  | tableSequence.............The.ar | 
| 9aca0 |  72 61 79 2c 20 6c 69 73 74 20 6f 72 20 6d 75 74    61 62 6c 65 20 73 65 71 75 65 6e 63 65 20 74 6f  | ray,.list.or.mutable.sequence.to | 
| 9acc0 |  20 62 65 20 73 68 75 66 66 6c 65 64 2e 0a 0a 20    20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20  | .be.shuffled...........Returns.. | 
| 9ace0 |  20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20    20 20 20 20 20 20 20 4e 6f 6e 65 0a 0a 20 20 20  | .......-------.........None..... | 
| 9ad00 |  20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20    20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20  | .....See.Also.........--------.. | 
| 9ad20 |  20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65    6e 65 72 61 74 6f 72 2e 73 68 75 66 66 6c 65 3a  | .......random.Generator.shuffle: | 
| 9ad40 |  20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65    20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f  | .which.should.be.used.for.new.co | 
| 9ad60 |  64 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61    6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | de...........Examples.........-- | 
| 9ad80 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61 6e  | ------.........>>>.arr.=.np.aran | 
| 9ada0 |  67 65 28 31 30 29 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 68 75  | ge(10).........>>>.np.random.shu | 
| 9adc0 |  66 66 6c 65 28 61 72 72 29 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 61 72 72 0a 20 20 20 20 20 20  | ffle(arr).........>>>.arr....... | 
| 9ade0 |  20 20 5b 31 20 37 20 35 20 32 20 39 20 34 20 33    20 36 20 30 20 38 5d 20 23 20 72 61 6e 64 6f 6d  | ..[1.7.5.2.9.4.3.6.0.8].#.random | 
| 9ae00 |  0a 0a 20 20 20 20 20 20 20 20 4d 75 6c 74 69 2d    64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 72 72 61  | ..........Multi-dimensional.arra | 
| 9ae20 |  79 73 20 61 72 65 20 6f 6e 6c 79 20 73 68 75 66    66 6c 65 64 20 61 6c 6f 6e 67 20 74 68 65 20 66  | ys.are.only.shuffled.along.the.f | 
| 9ae40 |  69 72 73 74 20 61 78 69 73 3a 0a 0a 20 20 20 20    20 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e 70  | irst.axis:..........>>>.arr.=.np | 
| 9ae60 |  2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61    70 65 28 28 33 2c 20 33 29 29 0a 20 20 20 20 20  | .arange(9).reshape((3,.3))...... | 
| 9ae80 |  20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d    2e 73 68 75 66 66 6c 65 28 61 72 72 29 0a 20 20  | ...>>>.np.random.shuffle(arr)... | 
| 9aea0 |  20 20 20 20 20 20 3e 3e 3e 20 61 72 72 0a 20 20    20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 33 2c  | ......>>>.arr.........array([[3, | 
| 9aec0 |  20 34 2c 20 35 5d 2c 20 23 20 72 61 6e 64 6f 6d    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .4,.5],.#.random................ | 
| 9aee0 |  5b 36 2c 20 37 2c 20 38 5d 2c 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 5b 30 2c 20 31 2c  | [6,.7,.8],................[0,.1, | 
| 9af00 |  20 32 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .2]])........................... | 
| 9af20 |  0a 20 20 20 20 20 20 20 20 73 65 65 64 28 73 65    65 64 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20  | .........seed(seed=None)........ | 
| 9af40 |  20 20 52 65 73 65 65 64 20 61 20 6c 65 67 61 63    79 20 4d 54 31 39 39 33 37 20 42 69 74 47 65 6e  | ..Reseed.a.legacy.MT19937.BitGen | 
| 9af60 |  65 72 61 74 6f 72 0a 0a 20 20 20 20 20 20 20 20    4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d  | erator..........Notes.........-- | 
| 9af80 |  2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 69 73    20 69 73 20 61 20 63 6f 6e 76 65 6e 69 65 6e 63  | ---.........This.is.a.convenienc | 
| 9afa0 |  65 2c 20 6c 65 67 61 63 79 20 66 75 6e 63 74 69    6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65  | e,.legacy.function...........The | 
| 9afc0 |  20 62 65 73 74 20 70 72 61 63 74 69 63 65 20 69    73 20 74 6f 20 2a 2a 6e 6f 74 2a 2a 20 72 65 73  | .best.practice.is.to.**not**.res | 
| 9afe0 |  65 65 64 20 61 20 42 69 74 47 65 6e 65 72 61 74    6f 72 2c 20 72 61 74 68 65 72 20 74 6f 0a 20 20  | eed.a.BitGenerator,.rather.to... | 
| 9b000 |  20 20 20 20 20 20 72 65 63 72 65 61 74 65 20 61    20 6e 65 77 20 6f 6e 65 2e 20 54 68 69 73 20 6d  | ......recreate.a.new.one..This.m | 
| 9b020 |  65 74 68 6f 64 20 69 73 20 68 65 72 65 20 66 6f    72 20 6c 65 67 61 63 79 20 72 65 61 73 6f 6e 73  | ethod.is.here.for.legacy.reasons | 
| 9b040 |  2e 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 65    78 61 6d 70 6c 65 20 64 65 6d 6f 6e 73 74 72 61  | ..........This.example.demonstra | 
| 9b060 |  74 65 73 20 62 65 73 74 20 70 72 61 63 74 69 63    65 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20  | tes.best.practice...........>>>. | 
| 9b080 |  66 72 6f 6d 20 6e 75 6d 70 79 2e 72 61 6e 64 6f    6d 20 69 6d 70 6f 72 74 20 4d 54 31 39 39 33 37  | from.numpy.random.import.MT19937 | 
| 9b0a0 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f    6d 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 20 69  | .........>>>.from.numpy.random.i | 
| 9b0c0 |  6d 70 6f 72 74 20 52 61 6e 64 6f 6d 53 74 61 74    65 2c 20 53 65 65 64 53 65 71 75 65 6e 63 65 0a  | mport.RandomState,.SeedSequence. | 
| 9b0e0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 72 73 20 3d    20 52 61 6e 64 6f 6d 53 74 61 74 65 28 4d 54 31  | ........>>>.rs.=.RandomState(MT1 | 
| 9b100 |  39 39 33 37 28 53 65 65 64 53 65 71 75 65 6e 63    65 28 31 32 33 34 35 36 37 38 39 29 29 29 0a 20  | 9937(SeedSequence(123456789))).. | 
| 9b120 |  20 20 20 20 20 20 20 23 20 4c 61 74 65 72 2c 20    79 6f 75 20 77 61 6e 74 20 74 6f 20 72 65 73 74  | .......#.Later,.you.want.to.rest | 
| 9b140 |  61 72 74 20 74 68 65 20 73 74 72 65 61 6d 0a 20    20 20 20 20 20 20 20 3e 3e 3e 20 72 73 20 3d 20  | art.the.stream.........>>>.rs.=. | 
| 9b160 |  52 61 6e 64 6f 6d 53 74 61 74 65 28 4d 54 31 39    39 33 37 28 53 65 65 64 53 65 71 75 65 6e 63 65  | RandomState(MT19937(SeedSequence | 
| 9b180 |  28 39 38 37 36 35 34 33 32 31 29 29 29 0a 20 20    20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00  | (987654321)))................... | 
| 9b1a0 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 5f    73 61 6d 70 6c 65 28 73 69 7a 65 3d 4e 6f 6e 65  | .........random_sample(size=None | 
| 9b1c0 |  29 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72    6e 20 72 61 6e 64 6f 6d 20 66 6c 6f 61 74 73 20  | )..........Return.random.floats. | 
| 9b1e0 |  69 6e 20 74 68 65 20 68 61 6c 66 2d 6f 70 65 6e    20 69 6e 74 65 72 76 61 6c 20 5b 30 2e 30 2c 20  | in.the.half-open.interval.[0.0,. | 
| 9b200 |  31 2e 30 29 2e 0a 0a 20 20 20 20 20 20 20 20 52    65 73 75 6c 74 73 20 61 72 65 20 66 72 6f 6d 20  | 1.0)...........Results.are.from. | 
| 9b220 |  74 68 65 20 22 63 6f 6e 74 69 6e 75 6f 75 73 20    75 6e 69 66 6f 72 6d 22 20 64 69 73 74 72 69 62  | the."continuous.uniform".distrib | 
| 9b240 |  75 74 69 6f 6e 20 6f 76 65 72 20 74 68 65 0a 20    20 20 20 20 20 20 20 73 74 61 74 65 64 20 69 6e  | ution.over.the.........stated.in | 
| 9b260 |  74 65 72 76 61 6c 2e 20 20 54 6f 20 73 61 6d 70    6c 65 20 3a 6d 61 74 68 3a 60 55 6e 69 66 5b 61  | terval...To.sample.:math:`Unif[a | 
| 9b280 |  2c 20 62 29 2c 20 62 20 3e 20 61 60 20 6d 75 6c    74 69 70 6c 79 0a 20 20 20 20 20 20 20 20 74 68  | ,.b),.b.>.a`.multiply.........th | 
| 9b2a0 |  65 20 6f 75 74 70 75 74 20 6f 66 20 60 72 61 6e    64 6f 6d 5f 73 61 6d 70 6c 65 60 20 62 79 20 60  | e.output.of.`random_sample`.by.` | 
| 9b2c0 |  28 62 2d 61 29 60 20 61 6e 64 20 61 64 64 20 60    61 60 3a 3a 0a 0a 20 20 20 20 20 20 20 20 20 20  | (b-a)`.and.add.`a`::............ | 
| 9b2e0 |  28 62 20 2d 20 61 29 20 2a 20 72 61 6e 64 6f 6d    5f 73 61 6d 70 6c 65 28 29 20 2b 20 61 0a 0a 20  | (b.-.a).*.random_sample().+.a... | 
| 9b300 |  20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a    0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77  | ..........note::.............New | 
| 9b320 |  20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65    20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e  | .code.should.use.the.`~numpy.ran | 
| 9b340 |  64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61    6e 64 6f 6d 60 0a 20 20 20 20 20 20 20 20 20 20  | dom.Generator.random`........... | 
| 9b360 |  20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e    6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e  | ..method.of.a.`~numpy.random.Gen | 
| 9b380 |  65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65    20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20  | erator`.instance.instead;....... | 
| 9b3a0 |  20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65    20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f  | ......please.see.the.:ref:`rando | 
| 9b3c0 |  6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a    0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74  | m-quick-start`...........Paramet | 
| 9b3e0 |  65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73  | ers.........----------.........s | 
| 9b400 |  69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70    6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69  | ize.:.int.or.tuple.of.ints,.opti | 
| 9b420 |  6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20    20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20  | onal.............Output.shape... | 
| 9b440 |  49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61    70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28  | If.the.given.shape.is,.e.g.,.``( | 
| 9b460 |  6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e    0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d  | m,.n,.k)``,.then.............``m | 
| 9b480 |  20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c    65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44  | .*.n.*.k``.samples.are.drawn...D | 
| 9b4a0 |  65 66 61 75 6c 74 20 69 73 20 4e 6f 6e 65 2c 20    69 6e 20 77 68 69 63 68 20 63 61 73 65 20 61 0a  | efault.is.None,.in.which.case.a. | 
| 9b4c0 |  20 20 20 20 20 20 20 20 20 20 20 20 73 69 6e 67    6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75  | ............single.value.is.retu | 
| 9b4e0 |  72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52    65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d  | rned...........Returns.........- | 
| 9b500 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f    75 74 20 3a 20 66 6c 6f 61 74 20 6f 72 20 6e 64  | ------.........out.:.float.or.nd | 
| 9b520 |  61 72 72 61 79 20 6f 66 20 66 6c 6f 61 74 73 0a    20 20 20 20 20 20 20 20 20 20 20 20 41 72 72 61  | array.of.floats.............Arra | 
| 9b540 |  79 20 6f 66 20 72 61 6e 64 6f 6d 20 66 6c 6f 61    74 73 20 6f 66 20 73 68 61 70 65 20 60 73 69 7a  | y.of.random.floats.of.shape.`siz | 
| 9b560 |  65 60 20 28 75 6e 6c 65 73 73 20 60 60 73 69 7a    65 3d 4e 6f 6e 65 60 60 2c 20 69 6e 20 77 68 69  | e`.(unless.``size=None``,.in.whi | 
| 9b580 |  63 68 0a 20 20 20 20 20 20 20 20 20 20 20 20 63    61 73 65 20 61 20 73 69 6e 67 6c 65 20 66 6c 6f  | ch.............case.a.single.flo | 
| 9b5a0 |  61 74 20 69 73 20 72 65 74 75 72 6e 65 64 29 2e    0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c  | at.is.returned)...........See.Al | 
| 9b5c0 |  73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64  | so.........--------.........rand | 
| 9b5e0 |  6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 6e    64 6f 6d 3a 20 77 68 69 63 68 20 73 68 6f 75 6c  | om.Generator.random:.which.shoul | 
| 9b600 |  64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65    77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20  | d.be.used.for.new.code.......... | 
| 9b620 |  20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | .Examples.........--------...... | 
| 9b640 |  20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d    2e 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 28 29  | ...>>>.np.random.random_sample() | 
| 9b660 |  0a 20 20 20 20 20 20 20 20 30 2e 34 37 31 30 38    35 34 37 39 39 35 33 35 36 30 39 38 20 23 20 72  | .........0.47108547995356098.#.r | 
| 9b680 |  61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e    3e 20 74 79 70 65 28 6e 70 2e 72 61 6e 64 6f 6d  | andom.........>>>.type(np.random | 
| 9b6a0 |  2e 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 28 29    29 0a 20 20 20 20 20 20 20 20 3c 63 6c 61 73 73  | .random_sample()).........<class | 
| 9b6c0 |  20 27 66 6c 6f 61 74 27 3e 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e  | .'float'>.........>>>.np.random. | 
| 9b6e0 |  72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 28 28 35    2c 29 29 0a 20 20 20 20 20 20 20 20 61 72 72 61  | random_sample((5,)).........arra | 
| 9b700 |  79 28 5b 20 30 2e 33 30 32 32 30 34 38 32 2c 20    20 30 2e 38 36 38 32 30 34 30 31 2c 20 20 30 2e  | y([.0.30220482,..0.86820401,..0. | 
| 9b720 |  31 36 35 34 35 30 33 20 2c 20 20 30 2e 31 31 36    35 39 31 34 39 2c 20 20 30 2e 35 34 33 32 33 34  | 1654503.,..0.11659149,..0.543234 | 
| 9b740 |  32 38 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20    20 20 20 20 20 20 20 54 68 72 65 65 2d 62 79 2d  | 28]).#.random..........Three-by- | 
| 9b760 |  74 77 6f 20 61 72 72 61 79 20 6f 66 20 72 61 6e    64 6f 6d 20 6e 75 6d 62 65 72 73 20 66 72 6f 6d  | two.array.of.random.numbers.from | 
| 9b780 |  20 5b 2d 35 2c 20 30 29 3a 0a 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 35 20 2a 20 6e 70 2e 72 61  | .[-5,.0):..........>>>.5.*.np.ra | 
| 9b7a0 |  6e 64 6f 6d 2e 72 61 6e 64 6f 6d 5f 73 61 6d 70    6c 65 28 28 33 2c 20 32 29 29 20 2d 20 35 0a 20  | ndom.random_sample((3,.2)).-.5.. | 
| 9b7c0 |  20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 2d    33 2e 39 39 31 34 39 39 38 39 2c 20 2d 30 2e 35  | .......array([[-3.99149989,.-0.5 | 
| 9b7e0 |  32 33 33 38 39 38 34 5d 2c 20 23 20 72 61 6e 64    6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | 2338984],.#.random.............. | 
| 9b800 |  20 20 5b 2d 32 2e 39 39 30 39 31 38 35 38 2c 20    2d 30 2e 37 39 34 37 39 35 30 38 5d 2c 0a 20 20  | ..[-2.99091858,.-0.79479508],... | 
| 9b820 |  20 20 20 20 20 20 20 20 20 20 20 20 20 5b 2d 31    2e 32 33 32 30 34 33 34 35 2c 20 2d 31 2e 37 35  | .............[-1.23204345,.-1.75 | 
| 9b840 |  32 32 34 34 39 34 5d 5d 29 0a 0a 20 20 20 20 20    20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00  | 224494]])....................... | 
| 9b860 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 6e 28 64    30 2c 20 64 31 2c 20 2e 2e 2e 2c 20 64 6e 29 0a  | .........randn(d0,.d1,....,.dn). | 
| 9b880 |  0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 20    61 20 73 61 6d 70 6c 65 20 28 6f 72 20 73 61 6d  | .........Return.a.sample.(or.sam | 
| 9b8a0 |  70 6c 65 73 29 20 66 72 6f 6d 20 74 68 65 20 22    73 74 61 6e 64 61 72 64 20 6e 6f 72 6d 61 6c 22  | ples).from.the."standard.normal" | 
| 9b8c0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a    20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a  | .distribution..............note: | 
| 9b8e0 |  3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68    69 73 20 69 73 20 61 20 63 6f 6e 76 65 6e 69 65  | :.............This.is.a.convenie | 
| 9b900 |  6e 63 65 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72    20 75 73 65 72 73 20 70 6f 72 74 69 6e 67 20 63  | nce.function.for.users.porting.c | 
| 9b920 |  6f 64 65 20 66 72 6f 6d 20 4d 61 74 6c 61 62 2c    0a 20 20 20 20 20 20 20 20 20 20 20 20 61 6e 64  | ode.from.Matlab,.............and | 
| 9b940 |  20 77 72 61 70 73 20 60 73 74 61 6e 64 61 72 64    5f 6e 6f 72 6d 61 6c 60 2e 20 54 68 61 74 20 66  | .wraps.`standard_normal`..That.f | 
| 9b960 |  75 6e 63 74 69 6f 6e 20 74 61 6b 65 73 20 61 0a    20 20 20 20 20 20 20 20 20 20 20 20 74 75 70 6c  | unction.takes.a.............tupl | 
| 9b980 |  65 20 74 6f 20 73 70 65 63 69 66 79 20 74 68 65    20 73 69 7a 65 20 6f 66 20 74 68 65 20 6f 75 74  | e.to.specify.the.size.of.the.out | 
| 9b9a0 |  70 75 74 2c 20 77 68 69 63 68 20 69 73 20 63 6f    6e 73 69 73 74 65 6e 74 20 77 69 74 68 0a 20 20  | put,.which.is.consistent.with... | 
| 9b9c0 |  20 20 20 20 20 20 20 20 20 20 6f 74 68 65 72 20    4e 75 6d 50 79 20 66 75 6e 63 74 69 6f 6e 73 20  | ..........other.NumPy.functions. | 
| 9b9e0 |  6c 69 6b 65 20 60 6e 75 6d 70 79 2e 7a 65 72 6f    73 60 20 61 6e 64 20 60 6e 75 6d 70 79 2e 6f 6e  | like.`numpy.zeros`.and.`numpy.on | 
| 9ba00 |  65 73 60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e    20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20  | es`..............note::......... | 
| 9ba20 |  20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f    75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20  | ....New.code.should.use.the..... | 
| 9ba40 |  20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 2e    72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72  | ........`~numpy.random.Generator | 
| 9ba60 |  2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c    60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65  | .standard_normal`.............me | 
| 9ba80 |  74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70    79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74  | thod.of.a.`~numpy.random.Generat | 
| 9baa0 |  6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73    74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20  | or`.instance.instead;........... | 
| 9bac0 |  20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65    20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75  | ..please.see.the.:ref:`random-qu | 
| 9bae0 |  69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20    20 20 20 20 20 49 66 20 70 6f 73 69 74 69 76 65  | ick-start`...........If.positive | 
| 9bb00 |  20 69 6e 74 5f 6c 69 6b 65 20 61 72 67 75 6d 65    6e 74 73 20 61 72 65 20 70 72 6f 76 69 64 65 64  | .int_like.arguments.are.provided | 
| 9bb20 |  2c 20 60 72 61 6e 64 6e 60 20 67 65 6e 65 72 61    74 65 73 20 61 6e 20 61 72 72 61 79 0a 20 20 20  | ,.`randn`.generates.an.array.... | 
| 9bb40 |  20 20 20 20 20 6f 66 20 73 68 61 70 65 20 60 60    28 64 30 2c 20 64 31 2c 20 2e 2e 2e 2c 20 64 6e  | .....of.shape.``(d0,.d1,....,.dn | 
| 9bb60 |  29 60 60 2c 20 66 69 6c 6c 65 64 0a 20 20 20 20    20 20 20 20 77 69 74 68 20 72 61 6e 64 6f 6d 20  | )``,.filled.........with.random. | 
| 9bb80 |  66 6c 6f 61 74 73 20 73 61 6d 70 6c 65 64 20 66    72 6f 6d 20 61 20 75 6e 69 76 61 72 69 61 74 65  | floats.sampled.from.a.univariate | 
| 9bba0 |  20 22 6e 6f 72 6d 61 6c 22 20 28 47 61 75 73 73    69 61 6e 29 0a 20 20 20 20 20 20 20 20 64 69 73  | ."normal".(Gaussian).........dis | 
| 9bbc0 |  74 72 69 62 75 74 69 6f 6e 20 6f 66 20 6d 65 61    6e 20 30 20 61 6e 64 20 76 61 72 69 61 6e 63 65  | tribution.of.mean.0.and.variance | 
| 9bbe0 |  20 31 2e 20 41 20 73 69 6e 67 6c 65 20 66 6c 6f    61 74 20 72 61 6e 64 6f 6d 6c 79 20 73 61 6d 70  | .1..A.single.float.randomly.samp | 
| 9bc00 |  6c 65 64 0a 20 20 20 20 20 20 20 20 66 72 6f 6d    20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f  | led.........from.the.distributio | 
| 9bc20 |  6e 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66    20 6e 6f 20 61 72 67 75 6d 65 6e 74 20 69 73 20  | n.is.returned.if.no.argument.is. | 
| 9bc40 |  70 72 6f 76 69 64 65 64 2e 0a 0a 20 20 20 20 20    20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20  | provided...........Parameters... | 
| 9bc60 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 64 30 2c 20 64 31 2c  | ......----------.........d0,.d1, | 
| 9bc80 |  20 2e 2e 2e 2c 20 64 6e 20 3a 20 69 6e 74 2c 20    6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20  | ....,.dn.:.int,.optional........ | 
| 9bca0 |  20 20 20 20 20 54 68 65 20 64 69 6d 65 6e 73 69    6f 6e 73 20 6f 66 20 74 68 65 20 72 65 74 75 72  | .....The.dimensions.of.the.retur | 
| 9bcc0 |  6e 65 64 20 61 72 72 61 79 2c 20 6d 75 73 74 20    62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e  | ned.array,.must.be.non-negative. | 
| 9bce0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20    6e 6f 20 61 72 67 75 6d 65 6e 74 20 69 73 20 67  | .............If.no.argument.is.g | 
| 9bd00 |  69 76 65 6e 20 61 20 73 69 6e 67 6c 65 20 50 79    74 68 6f 6e 20 66 6c 6f 61 74 20 69 73 20 72 65  | iven.a.single.Python.float.is.re | 
| 9bd20 |  74 75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20    20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20  | turned...........Returns........ | 
| 9bd40 |  20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 5a 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20  | .-------.........Z.:.ndarray.or. | 
| 9bd60 |  66 6c 6f 61 74 0a 20 20 20 20 20 20 20 20 20 20    20 20 41 20 60 60 28 64 30 2c 20 64 31 2c 20 2e  | float.............A.``(d0,.d1,.. | 
| 9bd80 |  2e 2e 2c 20 64 6e 29 60 60 2d 73 68 61 70 65 64    20 61 72 72 61 79 20 6f 66 20 66 6c 6f 61 74 69  | ..,.dn)``-shaped.array.of.floati | 
| 9bda0 |  6e 67 2d 70 6f 69 6e 74 20 73 61 6d 70 6c 65 73    20 66 72 6f 6d 0a 20 20 20 20 20 20 20 20 20 20  | ng-point.samples.from........... | 
| 9bdc0 |  20 20 74 68 65 20 73 74 61 6e 64 61 72 64 20 6e    6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69  | ..the.standard.normal.distributi | 
| 9bde0 |  6f 6e 2c 20 6f 72 20 61 20 73 69 6e 67 6c 65 20    73 75 63 68 20 66 6c 6f 61 74 20 69 66 0a 20 20  | on,.or.a.single.such.float.if... | 
| 9be00 |  20 20 20 20 20 20 20 20 20 20 6e 6f 20 70 61 72    61 6d 65 74 65 72 73 20 77 65 72 65 20 73 75 70  | ..........no.parameters.were.sup | 
| 9be20 |  70 6c 69 65 64 2e 0a 0a 20 20 20 20 20 20 20 20    53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20  | plied...........See.Also........ | 
| 9be40 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61  | .--------.........standard_norma | 
| 9be60 |  6c 20 3a 20 53 69 6d 69 6c 61 72 2c 20 62 75 74    20 74 61 6b 65 73 20 61 20 74 75 70 6c 65 20 61  | l.:.Similar,.but.takes.a.tuple.a | 
| 9be80 |  73 20 69 74 73 20 61 72 67 75 6d 65 6e 74 2e 0a    20 20 20 20 20 20 20 20 6e 6f 72 6d 61 6c 20 3a  | s.its.argument..........normal.: | 
| 9bea0 |  20 41 6c 73 6f 20 61 63 63 65 70 74 73 20 6d 75    20 61 6e 64 20 73 69 67 6d 61 20 61 72 67 75 6d  | .Also.accepts.mu.and.sigma.argum | 
| 9bec0 |  65 6e 74 73 2e 0a 20 20 20 20 20 20 20 20 72 61    6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73  | ents..........random.Generator.s | 
| 9bee0 |  74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 3a 20    77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20  | tandard_normal:.which.should.be. | 
| 9bf00 |  75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64    65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65  | used.for.new.code...........Note | 
| 9bf20 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 46 6f 72 20 72 61 6e 64  | s.........-----.........For.rand | 
| 9bf40 |  6f 6d 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20    74 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72  | om.samples.from.the.normal.distr | 
| 9bf60 |  69 62 75 74 69 6f 6e 20 77 69 74 68 20 6d 65 61    6e 20 60 60 6d 75 60 60 20 61 6e 64 0a 20 20 20  | ibution.with.mean.``mu``.and.... | 
| 9bf80 |  20 20 20 20 20 73 74 61 6e 64 61 72 64 20 64 65    76 69 61 74 69 6f 6e 20 60 60 73 69 67 6d 61 60  | .....standard.deviation.``sigma` | 
| 9bfa0 |  60 2c 20 75 73 65 3a 3a 0a 0a 20 20 20 20 20 20    20 20 20 20 20 20 73 69 67 6d 61 20 2a 20 6e 70  | `,.use::..............sigma.*.np | 
| 9bfc0 |  2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 6e 28 2e 2e    2e 29 20 2b 20 6d 75 0a 0a 20 20 20 20 20 20 20  | .random.randn(...).+.mu......... | 
| 9bfe0 |  20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | .Examples.........--------...... | 
| 9c000 |  20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d    2e 72 61 6e 64 6e 28 29 0a 20 20 20 20 20 20 20  | ...>>>.np.random.randn()........ | 
| 9c020 |  20 32 2e 31 39 32 33 38 37 35 33 33 35 35 33 37    33 31 35 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20  | .2.1923875335537315..#.random... | 
| 9c040 |  20 20 20 20 20 20 20 54 77 6f 2d 62 79 2d 66 6f    75 72 20 61 72 72 61 79 20 6f 66 20 73 61 6d 70  | .......Two-by-four.array.of.samp | 
| 9c060 |  6c 65 73 20 66 72 6f 6d 20 74 68 65 20 6e 6f 72    6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e  | les.from.the.normal.distribution | 
| 9c080 |  20 77 69 74 68 0a 20 20 20 20 20 20 20 20 6d 65    61 6e 20 33 20 61 6e 64 20 73 74 61 6e 64 61 72  | .with.........mean.3.and.standar | 
| 9c0a0 |  64 20 64 65 76 69 61 74 69 6f 6e 20 32 2e 35 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 33 20  | d.deviation.2.5:..........>>>.3. | 
| 9c0c0 |  2b 20 32 2e 35 20 2a 20 6e 70 2e 72 61 6e 64 6f    6d 2e 72 61 6e 64 6e 28 32 2c 20 34 29 0a 20 20  | +.2.5.*.np.random.randn(2,.4)... | 
| 9c0e0 |  20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 2d 34    2e 34 39 34 30 31 35 30 31 2c 20 20 34 2e 30 30  | ......array([[-4.49401501,..4.00 | 
| 9c100 |  39 35 30 30 33 34 2c 20 2d 31 2e 38 31 38 31 34    38 36 37 2c 20 20 37 2e 32 39 37 31 38 36 37 37  | 950034,.-1.81814867,..7.29718677 | 
| 9c120 |  5d 2c 20 20 20 23 20 72 61 6e 64 6f 6d 0a 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 30  | ],...#.random................[.0 | 
| 9c140 |  2e 33 39 39 32 34 38 30 34 2c 20 20 34 2e 36 38    34 35 36 33 31 36 2c 20 20 34 2e 39 39 33 39 34  | .39924804,..4.68456316,..4.99394 | 
| 9c160 |  35 32 39 2c 20 20 34 2e 38 34 30 35 37 32 35 34    5d 5d 29 20 20 23 20 72 61 6e 64 6f 6d 0a 0a 20  | 529,..4.84057254]])..#.random... | 
| 9c180 |  20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 9c1a0 |  0a 20 20 20 20 20 20 20 20 72 61 6e 64 28 64 30    2c 20 64 31 2c 20 2e 2e 2e 2c 20 64 6e 29 0a 0a  | .........rand(d0,.d1,....,.dn).. | 
| 9c1c0 |  20 20 20 20 20 20 20 20 52 61 6e 64 6f 6d 20 76    61 6c 75 65 73 20 69 6e 20 61 20 67 69 76 65 6e  | ........Random.values.in.a.given | 
| 9c1e0 |  20 73 68 61 70 65 2e 0a 0a 20 20 20 20 20 20 20    20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20  | .shape..............note::...... | 
| 9c200 |  20 20 20 20 20 20 20 54 68 69 73 20 69 73 20 61    20 63 6f 6e 76 65 6e 69 65 6e 63 65 20 66 75 6e  | .......This.is.a.convenience.fun | 
| 9c220 |  63 74 69 6f 6e 20 66 6f 72 20 75 73 65 72 73 20    70 6f 72 74 69 6e 67 20 63 6f 64 65 20 66 72 6f  | ction.for.users.porting.code.fro | 
| 9c240 |  6d 20 4d 61 74 6c 61 62 2c 0a 20 20 20 20 20 20    20 20 20 20 20 20 61 6e 64 20 77 72 61 70 73 20  | m.Matlab,.............and.wraps. | 
| 9c260 |  60 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 60 2e    20 54 68 61 74 20 66 75 6e 63 74 69 6f 6e 20 74  | `random_sample`..That.function.t | 
| 9c280 |  61 6b 65 73 20 61 0a 20 20 20 20 20 20 20 20 20    20 20 20 74 75 70 6c 65 20 74 6f 20 73 70 65 63  | akes.a.............tuple.to.spec | 
| 9c2a0 |  69 66 79 20 74 68 65 20 73 69 7a 65 20 6f 66 20    74 68 65 20 6f 75 74 70 75 74 2c 20 77 68 69 63  | ify.the.size.of.the.output,.whic | 
| 9c2c0 |  68 20 69 73 20 63 6f 6e 73 69 73 74 65 6e 74 20    77 69 74 68 0a 20 20 20 20 20 20 20 20 20 20 20  | h.is.consistent.with............ | 
| 9c2e0 |  20 6f 74 68 65 72 20 4e 75 6d 50 79 20 66 75 6e    63 74 69 6f 6e 73 20 6c 69 6b 65 20 60 6e 75 6d  | .other.NumPy.functions.like.`num | 
| 9c300 |  70 79 2e 7a 65 72 6f 73 60 20 61 6e 64 20 60 6e    75 6d 70 79 2e 6f 6e 65 73 60 2e 0a 0a 20 20 20  | py.zeros`.and.`numpy.ones`...... | 
| 9c320 |  20 20 20 20 20 43 72 65 61 74 65 20 61 6e 20 61    72 72 61 79 20 6f 66 20 74 68 65 20 67 69 76 65  | .....Create.an.array.of.the.give | 
| 9c340 |  6e 20 73 68 61 70 65 20 61 6e 64 20 70 6f 70 75    6c 61 74 65 20 69 74 20 77 69 74 68 0a 20 20 20  | n.shape.and.populate.it.with.... | 
| 9c360 |  20 20 20 20 20 72 61 6e 64 6f 6d 20 73 61 6d 70    6c 65 73 20 66 72 6f 6d 20 61 20 75 6e 69 66 6f  | .....random.samples.from.a.unifo | 
| 9c380 |  72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a    20 20 20 20 20 20 20 20 6f 76 65 72 20 60 60 5b  | rm.distribution.........over.``[ | 
| 9c3a0 |  30 2c 20 31 29 60 60 2e 0a 0a 20 20 20 20 20 20    20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20  | 0,.1)``...........Parameters.... | 
| 9c3c0 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a    20 20 20 20 20 20 20 20 64 30 2c 20 64 31 2c 20  | .....----------.........d0,.d1,. | 
| 9c3e0 |  2e 2e 2e 2c 20 64 6e 20 3a 20 69 6e 74 2c 20 6f    70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20  | ...,.dn.:.int,.optional......... | 
| 9c400 |  20 20 20 20 54 68 65 20 64 69 6d 65 6e 73 69 6f    6e 73 20 6f 66 20 74 68 65 20 72 65 74 75 72 6e  | ....The.dimensions.of.the.return | 
| 9c420 |  65 64 20 61 72 72 61 79 2c 20 6d 75 73 74 20 62    65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a  | ed.array,.must.be.non-negative.. | 
| 9c440 |  20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 6e    6f 20 61 72 67 75 6d 65 6e 74 20 69 73 20 67 69  | ............If.no.argument.is.gi | 
| 9c460 |  76 65 6e 20 61 20 73 69 6e 67 6c 65 20 50 79 74    68 6f 6e 20 66 6c 6f 61 74 20 69 73 20 72 65 74  | ven.a.single.Python.float.is.ret | 
| 9c480 |  75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20 20 20    52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20  | urned...........Returns......... | 
| 9c4a0 |  2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20    6f 75 74 20 3a 20 6e 64 61 72 72 61 79 2c 20 73  | -------.........out.:.ndarray,.s | 
| 9c4c0 |  68 61 70 65 20 60 60 28 64 30 2c 20 64 31 2c 20    2e 2e 2e 2c 20 64 6e 29 60 60 0a 20 20 20 20 20  | hape.``(d0,.d1,....,.dn)``...... | 
| 9c4e0 |  20 20 20 20 20 20 20 52 61 6e 64 6f 6d 20 76 61    6c 75 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 53  | .......Random.values...........S | 
| 9c500 |  65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20    2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20  | ee.Also.........--------........ | 
| 9c520 |  20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20    20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20  | .random..........Examples....... | 
| 9c540 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d  | ..--------.........>>>.np.random | 
| 9c560 |  2e 72 61 6e 64 28 33 2c 32 29 0a 20 20 20 20 20    20 20 20 61 72 72 61 79 28 5b 5b 20 30 2e 31 34  | .rand(3,2).........array([[.0.14 | 
| 9c580 |  30 32 32 34 37 31 2c 20 20 30 2e 39 36 33 36 30    36 31 38 5d 2c 20 20 23 72 61 6e 64 6f 6d 0a 20  | 022471,..0.96360618],..#random.. | 
| 9c5a0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20    30 2e 33 37 36 30 31 30 33 32 2c 20 20 30 2e 32  | ..............[.0.37601032,..0.2 | 
| 9c5c0 |  35 35 32 38 34 31 31 5d 2c 20 20 23 72 61 6e 64    6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20  | 5528411],..#random.............. | 
| 9c5e0 |  20 20 5b 20 30 2e 34 39 33 31 33 30 34 39 2c 20    20 30 2e 39 34 39 30 39 38 37 38 5d 5d 29 20 23  | ..[.0.49313049,..0.94909878]]).# | 
| 9c600 |  72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | random.......................... | 
| 9c620 |  0a 20 20 20 20 20 20 20 20 70 6f 69 73 73 6f 6e    28 6c 61 6d 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e  | .........poisson(lam=1.0,.size=N | 
| 9c640 |  6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72    61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20  | one)..........Draw.samples.from. | 
| 9c660 |  61 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69    62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20  | a.Poisson.distribution.......... | 
| 9c680 |  20 54 68 65 20 50 6f 69 73 73 6f 6e 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 69 73 20 74 68 65  | .The.Poisson.distribution.is.the | 
| 9c6a0 |  20 6c 69 6d 69 74 20 6f 66 20 74 68 65 20 62 69    6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74  | .limit.of.the.binomial.distribut | 
| 9c6c0 |  69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f 72 20    6c 61 72 67 65 20 4e 2e 0a 0a 20 20 20 20 20 20  | ion.........for.large.N......... | 
| 9c6e0 |  20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20    20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65  | .....note::.............New.code | 
| 9c700 |  20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20    60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47  | .should.use.the.`~numpy.random.G | 
| 9c720 |  65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e    60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65  | enerator.poisson`.............me | 
| 9c740 |  74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70    79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74  | thod.of.a.`~numpy.random.Generat | 
| 9c760 |  6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73    74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20  | or`.instance.instead;........... | 
| 9c780 |  20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65    20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75  | ..please.see.the.:ref:`random-qu | 
| 9c7a0 |  69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20    20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a  | ick-start`...........Parameters. | 
| 9c7c0 |  20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d    2d 2d 0a 20 20 20 20 20 20 20 20 6c 61 6d 20 3a  | ........----------.........lam.: | 
| 9c7e0 |  20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f    6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20  | .float.or.array_like.of.floats.. | 
| 9c800 |  20 20 20 20 20 20 20 20 20 20 20 45 78 70 65 63    74 65 64 20 6e 75 6d 62 65 72 20 6f 66 20 65 76  | ...........Expected.number.of.ev | 
| 9c820 |  65 6e 74 73 20 6f 63 63 75 72 72 69 6e 67 20 69    6e 20 61 20 66 69 78 65 64 2d 74 69 6d 65 20 69  | ents.occurring.in.a.fixed-time.i | 
| 9c840 |  6e 74 65 72 76 61 6c 2c 0a 20 20 20 20 20 20 20    20 20 20 20 20 6d 75 73 74 20 62 65 20 3e 3d 20  | nterval,.............must.be.>=. | 
| 9c860 |  30 2e 20 41 20 73 65 71 75 65 6e 63 65 20 6d 75    73 74 20 62 65 20 62 72 6f 61 64 63 61 73 74 61  | 0..A.sequence.must.be.broadcasta | 
| 9c880 |  62 6c 65 20 6f 76 65 72 20 74 68 65 20 72 65 71    75 65 73 74 65 64 0a 20 20 20 20 20 20 20 20 20  | ble.over.the.requested.......... | 
| 9c8a0 |  20 20 20 73 69 7a 65 2e 0a 20 20 20 20 20 20 20    20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74  | ...size..........size.:.int.or.t | 
| 9c8c0 |  75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70    74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20  | uple.of.ints,.optional.......... | 
| 9c8e0 |  20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e    20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73  | ...Output.shape...If.the.given.s | 
| 9c900 |  68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60    60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68  | hape.is,.e.g.,.``(m,.n,.k)``,.th | 
| 9c920 |  65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60    60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d  | en.............``m.*.n.*.k``.sam | 
| 9c940 |  70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20    20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f  | ples.are.drawn...If.size.is.``No | 
| 9c960 |  6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a    20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69  | ne``.(default),.............a.si | 
| 9c980 |  6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65    74 75 72 6e 65 64 20 69 66 20 60 60 6c 61 6d 60  | ngle.value.is.returned.if.``lam` | 
| 9c9a0 |  60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f    74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20  | `.is.a.scalar..Otherwise,....... | 
| 9c9c0 |  20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79    28 6c 61 6d 29 2e 73 69 7a 65 60 60 20 73 61 6d  | ......``np.array(lam).size``.sam | 
| 9c9e0 |  70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a    0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73  | ples.are.drawn...........Returns | 
| 9ca00 |  0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d    0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e  | .........-------.........out.:.n | 
| 9ca20 |  64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72    0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61  | darray.or.scalar.............Dra | 
| 9ca40 |  77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20    74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65  | wn.samples.from.the.parameterize | 
| 9ca60 |  64 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69    62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20  | d.Poisson.distribution.......... | 
| 9ca80 |  20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20  | .See.Also.........--------...... | 
| 9caa0 |  20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61    74 6f 72 2e 70 6f 69 73 73 6f 6e 3a 20 77 68 69  | ...random.Generator.poisson:.whi | 
| 9cac0 |  63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65    64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a  | ch.should.be.used.for.new.code.. | 
| 9cae0 |  0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20    20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20  | .........Notes.........-----.... | 
| 9cb00 |  20 20 20 20 20 54 68 65 20 50 6f 69 73 73 6f 6e    20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20  | .....The.Poisson.distribution... | 
| 9cb20 |  20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a    20 66 28 6b 3b 20 5c 6c 61 6d 62 64 61 29 3d 5c  | ..........math::.f(k;.\lambda)=\ | 
| 9cb40 |  66 72 61 63 7b 5c 6c 61 6d 62 64 61 5e 6b 20 65    5e 7b 2d 5c 6c 61 6d 62 64 61 7d 7d 7b 6b 21 7d  | frac{\lambda^k.e^{-\lambda}}{k!} | 
| 9cb60 |  0a 0a 20 20 20 20 20 20 20 20 46 6f 72 20 65 76    65 6e 74 73 20 77 69 74 68 20 61 6e 20 65 78 70  | ..........For.events.with.an.exp | 
| 9cb80 |  65 63 74 65 64 20 73 65 70 61 72 61 74 69 6f 6e    20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60  | ected.separation.:math:`\lambda` | 
| 9cba0 |  20 74 68 65 20 50 6f 69 73 73 6f 6e 0a 20 20 20    20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f  | .the.Poisson.........distributio | 
| 9cbc0 |  6e 20 3a 6d 61 74 68 3a 60 66 28 6b 3b 20 5c 6c    61 6d 62 64 61 29 60 20 64 65 73 63 72 69 62 65  | n.:math:`f(k;.\lambda)`.describe | 
| 9cbe0 |  73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74    79 20 6f 66 0a 20 20 20 20 20 20 20 20 3a 6d 61  | s.the.probability.of.........:ma | 
| 9cc00 |  74 68 3a 60 6b 60 20 65 76 65 6e 74 73 20 6f 63    63 75 72 72 69 6e 67 20 77 69 74 68 69 6e 20 74  | th:`k`.events.occurring.within.t | 
| 9cc20 |  68 65 20 6f 62 73 65 72 76 65 64 0a 20 20 20 20    20 20 20 20 69 6e 74 65 72 76 61 6c 20 3a 6d 61  | he.observed.........interval.:ma | 
| 9cc40 |  74 68 3a 60 5c 6c 61 6d 62 64 61 60 2e 0a 0a 20    20 20 20 20 20 20 20 42 65 63 61 75 73 65 20 74  | th:`\lambda`...........Because.t | 
| 9cc60 |  68 65 20 6f 75 74 70 75 74 20 69 73 20 6c 69 6d    69 74 65 64 20 74 6f 20 74 68 65 20 72 61 6e 67  | he.output.is.limited.to.the.rang | 
| 9cc80 |  65 20 6f 66 20 74 68 65 20 43 20 69 6e 74 36 34    20 74 79 70 65 2c 20 61 0a 20 20 20 20 20 20 20  | e.of.the.C.int64.type,.a........ | 
| 9cca0 |  20 56 61 6c 75 65 45 72 72 6f 72 20 69 73 20 72    61 69 73 65 64 20 77 68 65 6e 20 60 6c 61 6d 60  | .ValueError.is.raised.when.`lam` | 
| 9ccc0 |  20 69 73 20 77 69 74 68 69 6e 20 31 30 20 73 69    67 6d 61 20 6f 66 20 74 68 65 20 6d 61 78 69 6d  | .is.within.10.sigma.of.the.maxim | 
| 9cce0 |  75 6d 0a 20 20 20 20 20 20 20 20 72 65 70 72 65    73 65 6e 74 61 62 6c 65 20 76 61 6c 75 65 2e 0a  | um.........representable.value.. | 
| 9cd00 |  0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e    63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | .........References.........---- | 
| 9cd20 |  2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e    2e 20 5b 31 5d 20 57 65 69 73 73 74 65 69 6e 2c  | ------............[1].Weisstein, | 
| 9cd40 |  20 45 72 69 63 20 57 2e 20 22 50 6f 69 73 73 6f    6e 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22  | .Eric.W.."Poisson.Distribution." | 
| 9cd60 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d  | ................From.MathWorld-- | 
| 9cd80 |  41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65    73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20  | A.Wolfram.Web.Resource.......... | 
| 9cda0 |  20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61    74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e  | .......http://mathworld.wolfram. | 
| 9cdc0 |  63 6f 6d 2f 50 6f 69 73 73 6f 6e 44 69 73 74 72    69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20  | com/PoissonDistribution.html.... | 
| 9cde0 |  20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69    70 65 64 69 61 2c 20 22 50 6f 69 73 73 6f 6e 20  | ........[2].Wikipedia,."Poisson. | 
| 9ce00 |  64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74  | distribution",................ht | 
| 9ce20 |  74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64    69 61 2e 6f 72 67 2f 77 69 6b 69 2f 50 6f 69 73  | tps://en.wikipedia.org/wiki/Pois | 
| 9ce40 |  73 6f 6e 5f 64 69 73 74 72 69 62 75 74 69 6f 6e    0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c  | son_distribution..........Exampl | 
| 9ce60 |  65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d    2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77  | es.........--------.........Draw | 
| 9ce80 |  20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68    65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a  | .samples.from.the.distribution:. | 
| 9cea0 |  0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70    6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a  | .........>>>.import.numpy.as.np. | 
| 9cec0 |  20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20    6e 70 2e 72 61 6e 64 6f 6d 2e 70 6f 69 73 73 6f  | ........>>>.s.=.np.random.poisso | 
| 9cee0 |  6e 28 35 2c 20 31 30 30 30 30 29 0a 0a 20 20 20    20 20 20 20 20 44 69 73 70 6c 61 79 20 68 69 73  | n(5,.10000)..........Display.his | 
| 9cf00 |  74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61    6d 70 6c 65 3a 0a 0a 20 20 20 20 20 20 20 20 3e  | togram.of.the.sample:..........> | 
| 9cf20 |  3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f    74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70  | >>.import.matplotlib.pyplot.as.p | 
| 9cf40 |  6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63    6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f  | lt.........>>>.count,.bins,.igno | 
| 9cf60 |  72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73    2c 20 31 34 2c 20 64 65 6e 73 69 74 79 3d 54 72  | red.=.plt.hist(s,.14,.density=Tr | 
| 9cf80 |  75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20    70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20  | ue).........>>>.plt.show()...... | 
| 9cfa0 |  20 20 20 20 44 72 61 77 20 65 61 63 68 20 31 30    30 20 76 61 6c 75 65 73 20 66 6f 72 20 6c 61 6d  | ....Draw.each.100.values.for.lam | 
| 9cfc0 |  62 64 61 20 31 30 30 20 61 6e 64 20 35 30 30 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20  | bda.100.and.500:..........>>>.s. | 
| 9cfe0 |  3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 6f 69 73    73 6f 6e 28 6c 61 6d 3d 28 31 30 30 2e 2c 20 35  | =.np.random.poisson(lam=(100.,.5 | 
| 9d000 |  30 30 2e 29 2c 20 73 69 7a 65 3d 28 31 30 30 2c    20 32 29 29 0a 0a 20 20 20 20 20 20 20 20 00 00  | 00.),.size=(100,.2))............ | 
| 9d020 |  0a 20 20 20 20 20 20 20 20 70 65 72 6d 75 74 61    74 69 6f 6e 28 78 29 0a 0a 20 20 20 20 20 20 20  | .........permutation(x)......... | 
| 9d040 |  20 52 61 6e 64 6f 6d 6c 79 20 70 65 72 6d 75 74    65 20 61 20 73 65 71 75 65 6e 63 65 2c 20 6f 72  | .Randomly.permute.a.sequence,.or | 
| 9d060 |  20 72 65 74 75 72 6e 20 61 20 70 65 72 6d 75 74    65 64 20 72 61 6e 67 65 2e 0a 0a 20 20 20 20 20  | .return.a.permuted.range........ | 
| 9d080 |  20 20 20 49 66 20 60 78 60 20 69 73 20 61 20 6d    75 6c 74 69 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c  | ...If.`x`.is.a.multi-dimensional | 
| 9d0a0 |  20 61 72 72 61 79 2c 20 69 74 20 69 73 20 6f 6e    6c 79 20 73 68 75 66 66 6c 65 64 20 61 6c 6f 6e  | .array,.it.is.only.shuffled.alon | 
| 9d0c0 |  67 20 69 74 73 0a 20 20 20 20 20 20 20 20 66 69    72 73 74 20 69 6e 64 65 78 2e 0a 0a 20 20 20 20  | g.its.........first.index....... | 
| 9d0e0 |  20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20    20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f  | .......note::.............New.co | 
| 9d100 |  64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68    65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e  | de.should.use.the.............`~ | 
| 9d120 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e    65 72 61 74 6f 72 2e 70 65 72 6d 75 74 61 74 69  | numpy.random.Generator.permutati | 
| 9d140 |  6f 6e 60 0a 20 20 20 20 20 20 20 20 20 20 20 20    6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75  | on`.............method.of.a.`~nu | 
| 9d160 |  6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72    61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69  | mpy.random.Generator`.instance.i | 
| 9d180 |  6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20    20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74  | nstead;.............please.see.t | 
| 9d1a0 |  68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d    71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20  | he.:ref:`random-quick-start`.... | 
| 9d1c0 |  20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72    73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d  | .......Parameters.........------ | 
| 9d1e0 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 78 20 3a    20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69  | ----.........x.:.int.or.array_li | 
| 9d200 |  6b 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 49    66 20 60 78 60 20 69 73 20 61 6e 20 69 6e 74 65  | ke.............If.`x`.is.an.inte | 
| 9d220 |  67 65 72 2c 20 72 61 6e 64 6f 6d 6c 79 20 70 65    72 6d 75 74 65 20 60 60 6e 70 2e 61 72 61 6e 67  | ger,.randomly.permute.``np.arang | 
| 9d240 |  65 28 78 29 60 60 2e 0a 20 20 20 20 20 20 20 20    20 20 20 20 49 66 20 60 78 60 20 69 73 20 61 6e  | e(x)``..............If.`x`.is.an | 
| 9d260 |  20 61 72 72 61 79 2c 20 6d 61 6b 65 20 61 20 63    6f 70 79 20 61 6e 64 20 73 68 75 66 66 6c 65 20  | .array,.make.a.copy.and.shuffle. | 
| 9d280 |  74 68 65 20 65 6c 65 6d 65 6e 74 73 0a 20 20 20    20 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 6c  | the.elements.............randoml | 
| 9d2a0 |  79 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75    72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | y...........Returns.........---- | 
| 9d2c0 |  2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20    3a 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20  | ---.........out.:.ndarray....... | 
| 9d2e0 |  20 20 20 20 20 20 50 65 72 6d 75 74 65 64 20 73    65 71 75 65 6e 63 65 20 6f 72 20 61 72 72 61 79  | ......Permuted.sequence.or.array | 
| 9d300 |  20 72 61 6e 67 65 2e 0a 0a 20 20 20 20 20 20 20    20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20  | .range...........See.Also....... | 
| 9d320 |  20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61  | ..--------.........random.Genera | 
| 9d340 |  74 6f 72 2e 70 65 72 6d 75 74 61 74 69 6f 6e 3a    20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65  | tor.permutation:.which.should.be | 
| 9d360 |  20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f    64 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61  | .used.for.new.code...........Exa | 
| 9d380 |  6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e  | mples.........--------.........> | 
| 9d3a0 |  3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72    6d 75 74 61 74 69 6f 6e 28 31 30 29 0a 20 20 20  | >>.np.random.permutation(10).... | 
| 9d3c0 |  20 20 20 20 20 61 72 72 61 79 28 5b 31 2c 20 37    2c 20 34 2c 20 33 2c 20 30 2c 20 39 2c 20 32 2c  | .....array([1,.7,.4,.3,.0,.9,.2, | 
| 9d3e0 |  20 35 2c 20 38 2c 20 36 5d 29 20 23 20 72 61 6e    64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e  | .5,.8,.6]).#.random..........>>> | 
| 9d400 |  20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72 6d 75    74 61 74 69 6f 6e 28 5b 31 2c 20 34 2c 20 39 2c  | .np.random.permutation([1,.4,.9, | 
| 9d420 |  20 31 32 2c 20 31 35 5d 29 0a 20 20 20 20 20 20    20 20 61 72 72 61 79 28 5b 31 35 2c 20 20 31 2c  | .12,.15]).........array([15,..1, | 
| 9d440 |  20 20 39 2c 20 20 34 2c 20 31 32 5d 29 20 23 20    72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20  | ..9,..4,.12]).#.random.......... | 
| 9d460 |  3e 3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61    6e 67 65 28 39 29 2e 72 65 73 68 61 70 65 28 28  | >>>.arr.=.np.arange(9).reshape(( | 
| 9d480 |  33 2c 20 33 29 29 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72  | 3,.3)).........>>>.np.random.per | 
| 9d4a0 |  6d 75 74 61 74 69 6f 6e 28 61 72 72 29 0a 20 20    20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 36 2c  | mutation(arr).........array([[6, | 
| 9d4c0 |  20 37 2c 20 38 5d 2c 20 23 20 72 61 6e 64 6f 6d    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | .7,.8],.#.random................ | 
| 9d4e0 |  5b 30 2c 20 31 2c 20 32 5d 2c 0a 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 34 2c  | [0,.1,.2],................[3,.4, | 
| 9d500 |  20 35 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .5]])........................... | 
| 9d520 |  27 20 6f 62 6a 65 63 74 20 77 68 69 63 68 20 69    73 20 6e 6f 74 20 61 20 73 75 62 63 6c 61 73 73  | '.object.which.is.not.a.subclass | 
| 9d540 |  20 6f 66 20 27 53 65 71 75 65 6e 63 65 27 3b 20    60 73 68 75 66 66 6c 65 60 20 69 73 20 6e 6f 74  | .of.'Sequence';.`shuffle`.is.not | 
| 9d560 |  20 67 75 61 72 61 6e 74 65 65 64 20 74 6f 20 62    65 68 61 76 65 20 63 6f 72 72 65 63 74 6c 79 2e  | .guaranteed.to.behave.correctly. | 
| 9d580 |  20 45 2e 67 2e 2c 20 6e 6f 6e 2d 6e 75 6d 70 79    20 61 72 72 61 79 2f 74 65 6e 73 6f 72 20 6f 62  | .E.g.,.non-numpy.array/tensor.ob | 
| 9d5a0 |  6a 65 63 74 73 20 77 69 74 68 20 76 69 65 77 20    73 65 6d 61 6e 74 69 63 73 20 6d 61 79 20 63 6f  | jects.with.view.semantics.may.co | 
| 9d5c0 |  6e 74 61 69 6e 20 64 75 70 6c 69 63 61 74 65 73    20 61 66 74 65 72 20 73 68 75 66 66 6c 69 6e 67  | ntain.duplicates.after.shuffling | 
| 9d5e0 |  2e 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 9d600 |  0a 20 20 20 20 20 20 20 20 6c 61 70 6c 61 63 65    28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d  | .........laplace(loc=0.0,.scale= | 
| 9d620 |  31 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a    0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61  | 1.0,.size=None)..........Draw.sa | 
| 9d640 |  6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 4c    61 70 6c 61 63 65 20 6f 72 20 64 6f 75 62 6c 65  | mples.from.the.Laplace.or.double | 
| 9d660 |  20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 0a 20  | .exponential.distribution.with.. | 
| 9d680 |  20 20 20 20 20 20 20 73 70 65 63 69 66 69 65 64    20 6c 6f 63 61 74 69 6f 6e 20 28 6f 72 20 6d 65  | .......specified.location.(or.me | 
| 9d6a0 |  61 6e 29 20 61 6e 64 20 73 63 61 6c 65 20 28 64    65 63 61 79 29 2e 0a 0a 20 20 20 20 20 20 20 20  | an).and.scale.(decay)........... | 
| 9d6c0 |  54 68 65 20 4c 61 70 6c 61 63 65 20 64 69 73 74    72 69 62 75 74 69 6f 6e 20 69 73 20 73 69 6d 69  | The.Laplace.distribution.is.simi | 
| 9d6e0 |  6c 61 72 20 74 6f 20 74 68 65 20 47 61 75 73 73    69 61 6e 2f 6e 6f 72 6d 61 6c 20 64 69 73 74 72  | lar.to.the.Gaussian/normal.distr | 
| 9d700 |  69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 20    20 62 75 74 20 69 73 20 73 68 61 72 70 65 72 20  | ibution,.........but.is.sharper. | 
| 9d720 |  61 74 20 74 68 65 20 70 65 61 6b 20 61 6e 64 20    68 61 73 20 66 61 74 74 65 72 20 74 61 69 6c 73  | at.the.peak.and.has.fatter.tails | 
| 9d740 |  2e 20 49 74 20 72 65 70 72 65 73 65 6e 74 73 20    74 68 65 0a 20 20 20 20 20 20 20 20 64 69 66 66  | ..It.represents.the.........diff | 
| 9d760 |  65 72 65 6e 63 65 20 62 65 74 77 65 65 6e 20 74    77 6f 20 69 6e 64 65 70 65 6e 64 65 6e 74 2c 20  | erence.between.two.independent,. | 
| 9d780 |  69 64 65 6e 74 69 63 61 6c 6c 79 20 64 69 73 74    72 69 62 75 74 65 64 20 65 78 70 6f 6e 65 6e 74  | identically.distributed.exponent | 
| 9d7a0 |  69 61 6c 0a 20 20 20 20 20 20 20 20 72 61 6e 64    6f 6d 20 76 61 72 69 61 62 6c 65 73 2e 0a 0a 20  | ial.........random.variables.... | 
| 9d7c0 |  20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a    0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77  | ..........note::.............New | 
| 9d7e0 |  20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65    20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e  | .code.should.use.the.`~numpy.ran | 
| 9d800 |  64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 61    70 6c 61 63 65 60 0a 20 20 20 20 20 20 20 20 20  | dom.Generator.laplace`.......... | 
| 9d820 |  20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60    7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65  | ...method.of.a.`~numpy.random.Ge | 
| 9d840 |  6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63    65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20  | nerator`.instance.instead;...... | 
| 9d860 |  20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65    65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64  | .......please.see.the.:ref:`rand | 
| 9d880 |  6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e    0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65  | om-quick-start`...........Parame | 
| 9d8a0 |  74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d    2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20  | ters.........----------......... | 
| 9d8c0 |  6c 6f 63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61    72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f  | loc.:.float.or.array_like.of.flo | 
| 9d8e0 |  61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20    20 20 20 20 20 20 20 20 20 20 54 68 65 20 70 6f  | ats,.optional.............The.po | 
| 9d900 |  73 69 74 69 6f 6e 2c 20 3a 6d 61 74 68 3a 60 5c    6d 75 60 2c 20 6f 66 20 74 68 65 20 64 69 73 74  | sition,.:math:`\mu`,.of.the.dist | 
| 9d920 |  72 69 62 75 74 69 6f 6e 20 70 65 61 6b 2e 20 44    65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20  | ribution.peak..Default.is.0..... | 
| 9d940 |  20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f    61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65  | .....scale.:.float.or.array_like | 
| 9d960 |  20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69    6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20  | .of.floats,.optional............ | 
| 9d980 |  20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60    2c 20 74 68 65 20 65 78 70 6f 6e 65 6e 74 69 61  | .:math:`\lambda`,.the.exponentia | 
| 9d9a0 |  6c 20 64 65 63 61 79 2e 20 44 65 66 61 75 6c 74    20 69 73 20 31 2e 20 4d 75 73 74 20 62 65 20 6e  | l.decay..Default.is.1..Must.be.n | 
| 9d9c0 |  6f 6e 2d 0a 20 20 20 20 20 20 20 20 20 20 20 20    6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20  | on-.............negative........ | 
| 9d9e0 |  20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20    74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f  | ..size.:.int.or.tuple.of.ints,.o | 
| 9da00 |  70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20    20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65  | ptional.............Output.shape | 
| 9da20 |  2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20    73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20  | ...If.the.given.shape.is,.e.g.,. | 
| 9da40 |  60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74    68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20  | ``(m,.n,.k)``,.then............. | 
| 9da60 |  60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61    6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e  | ``m.*.n.*.k``.samples.are.drawn. | 
| 9da80 |  20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e    6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c  | ..If.size.is.``None``.(default), | 
| 9daa0 |  0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73    69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72  | .............a.single.value.is.r | 
| 9dac0 |  65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 6f 63    60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 60 60  | eturned.if.``loc``.and.``scale`` | 
| 9dae0 |  20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72    73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f  | .are.both.scalars..............O | 
| 9db00 |  74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62    72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73 63  | therwise,.``np.broadcast(loc,.sc | 
| 9db20 |  61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70    6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a  | ale).size``.samples.are.drawn... | 
| 9db40 |  20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a    20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a  | ........Returns.........-------. | 
| 9db60 |  20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64    61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a  | ........out.:.ndarray.or.scalar. | 
| 9db80 |  20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77    6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74  | ............Drawn.samples.from.t | 
| 9dba0 |  68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64    20 4c 61 70 6c 61 63 65 20 64 69 73 74 72 69 62  | he.parameterized.Laplace.distrib | 
| 9dbc0 |  75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20    53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20  | ution...........See.Also........ | 
| 9dbe0 |  20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74  | .--------.........random.Generat | 
| 9dc00 |  6f 72 2e 6c 61 70 6c 61 63 65 3a 20 77 68 69 63    68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64  | or.laplace:.which.should.be.used | 
| 9dc20 |  20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a    20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20  | .for.new.code...........Notes... | 
| 9dc40 |  20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20    20 20 20 20 49 74 20 68 61 73 20 74 68 65 20 70  | ......-----.........It.has.the.p | 
| 9dc60 |  72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69    74 79 20 66 75 6e 63 74 69 6f 6e 0a 0a 20 20 20  | robability.density.function..... | 
| 9dc80 |  20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 66    28 78 3b 20 5c 6d 75 2c 20 5c 6c 61 6d 62 64 61  | ........math::.f(x;.\mu,.\lambda | 
| 9dca0 |  29 20 3d 20 5c 66 72 61 63 7b 31 7d 7b 32 5c 6c    61 6d 62 64 61 7d 0a 20 20 20 20 20 20 20 20 20  | ).=.\frac{1}{2\lambda}.......... | 
| 9dcc0 |  20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 65  | ..............................\e | 
| 9dce0 |  78 70 5c 6c 65 66 74 28 2d 5c 66 72 61 63 7b 7c    78 20 2d 20 5c 6d 75 7c 7d 7b 5c 6c 61 6d 62 64  | xp\left(-\frac{|x.-.\mu|}{\lambd | 
| 9dd00 |  61 7d 5c 72 69 67 68 74 29 2e 0a 0a 20 20 20 20    20 20 20 20 54 68 65 20 66 69 72 73 74 20 6c 61  | a}\right)...........The.first.la | 
| 9dd20 |  77 20 6f 66 20 4c 61 70 6c 61 63 65 2c 20 66 72    6f 6d 20 31 37 37 34 2c 20 73 74 61 74 65 73 20  | w.of.Laplace,.from.1774,.states. | 
| 9dd40 |  74 68 61 74 20 74 68 65 20 66 72 65 71 75 65 6e    63 79 0a 20 20 20 20 20 20 20 20 6f 66 20 61 6e  | that.the.frequency.........of.an | 
| 9dd60 |  20 65 72 72 6f 72 20 63 61 6e 20 62 65 20 65 78    70 72 65 73 73 65 64 20 61 73 20 61 6e 20 65 78  | .error.can.be.expressed.as.an.ex | 
| 9dd80 |  70 6f 6e 65 6e 74 69 61 6c 20 66 75 6e 63 74 69    6f 6e 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20  | ponential.function.of.the....... | 
| 9dda0 |  20 20 61 62 73 6f 6c 75 74 65 20 6d 61 67 6e 69    74 75 64 65 20 6f 66 20 74 68 65 20 65 72 72 6f  | ..absolute.magnitude.of.the.erro | 
| 9ddc0 |  72 2c 20 77 68 69 63 68 20 6c 65 61 64 73 20 74    6f 20 74 68 65 20 4c 61 70 6c 61 63 65 0a 20 20  | r,.which.leads.to.the.Laplace... | 
| 9dde0 |  20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69    6f 6e 2e 20 46 6f 72 20 6d 61 6e 79 20 70 72 6f  | ......distribution..For.many.pro | 
| 9de00 |  62 6c 65 6d 73 20 69 6e 20 65 63 6f 6e 6f 6d 69    63 73 20 61 6e 64 20 68 65 61 6c 74 68 0a 20 20  | blems.in.economics.and.health... | 
| 9de20 |  20 20 20 20 20 20 73 63 69 65 6e 63 65 73 2c 20    74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f  | ......sciences,.this.distributio | 
| 9de40 |  6e 20 73 65 65 6d 73 20 74 6f 20 6d 6f 64 65 6c    20 74 68 65 20 64 61 74 61 20 62 65 74 74 65 72  | n.seems.to.model.the.data.better | 
| 9de60 |  0a 20 20 20 20 20 20 20 20 74 68 61 6e 20 74 68    65 20 73 74 61 6e 64 61 72 64 20 47 61 75 73 73  | .........than.the.standard.Gauss | 
| 9de80 |  69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e    2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72  | ian.distribution...........Refer | 
| 9dea0 |  65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d    2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20  | ences.........----------........ | 
| 9dec0 |  20 2e 2e 20 5b 31 5d 20 41 62 72 61 6d 6f 77 69    74 7a 2c 20 4d 2e 20 61 6e 64 20 53 74 65 67 75  | ....[1].Abramowitz,.M..and.Stegu | 
| 9dee0 |  6e 2c 20 49 2e 20 41 2e 20 28 45 64 73 2e 29 2e    20 22 48 61 6e 64 62 6f 6f 6b 20 6f 66 0a 20 20  | n,.I..A..(Eds.).."Handbook.of... | 
| 9df00 |  20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74    68 65 6d 61 74 69 63 61 6c 20 46 75 6e 63 74 69  | .............Mathematical.Functi | 
| 9df20 |  6f 6e 73 20 77 69 74 68 20 46 6f 72 6d 75 6c 61    73 2c 20 47 72 61 70 68 73 2c 20 61 6e 64 20 4d  | ons.with.Formulas,.Graphs,.and.M | 
| 9df40 |  61 74 68 65 6d 61 74 69 63 61 6c 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 54 61 62 6c 65  | athematical................Table | 
| 9df60 |  73 2c 20 39 74 68 20 70 72 69 6e 74 69 6e 67 2c    22 20 4e 65 77 20 59 6f 72 6b 3a 20 44 6f 76 65  | s,.9th.printing,".New.York:.Dove | 
| 9df80 |  72 2c 20 31 39 37 32 2e 0a 20 20 20 20 20 20 20    20 2e 2e 20 5b 32 5d 20 4b 6f 74 7a 2c 20 53 61  | r,.1972.............[2].Kotz,.Sa | 
| 9dfa0 |  6d 75 65 6c 2c 20 65 74 2e 20 61 6c 2e 20 22 54    68 65 20 4c 61 70 6c 61 63 65 20 44 69 73 74 72  | muel,.et..al.."The.Laplace.Distr | 
| 9dfc0 |  69 62 75 74 69 6f 6e 20 61 6e 64 0a 20 20 20 20    20 20 20 20 20 20 20 20 20 20 20 47 65 6e 65 72  | ibution.and................Gener | 
| 9dfe0 |  61 6c 69 7a 61 74 69 6f 6e 73 2c 20 22 20 42 69    72 6b 68 61 75 73 65 72 2c 20 32 30 30 31 2e 0a  | alizations,.".Birkhauser,.2001.. | 
| 9e000 |  20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57    65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57  | ...........[3].Weisstein,.Eric.W | 
| 9e020 |  2e 20 22 4c 61 70 6c 61 63 65 20 44 69 73 74 72    69 62 75 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20  | .."Laplace.Distribution."....... | 
| 9e040 |  20 20 20 20 20 20 20 20 20 46 72 6f 6d 20 4d 61    74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72  | .........From.MathWorld--A.Wolfr | 
| 9e060 |  61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e    0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | am.Web.Resource................. | 
| 9e080 |  68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64    2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4c 61 70  | http://mathworld.wolfram.com/Lap | 
| 9e0a0 |  6c 61 63 65 44 69 73 74 72 69 62 75 74 69 6f 6e    2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e  | laceDistribution.html........... | 
| 9e0c0 |  20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61 2c 20    22 4c 61 70 6c 61 63 65 20 64 69 73 74 72 69 62  | .[4].Wikipedia,."Laplace.distrib | 
| 9e0e0 |  75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20    20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65  | ution",................https://e | 
| 9e100 |  6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f    77 69 6b 69 2f 4c 61 70 6c 61 63 65 5f 64 69 73  | n.wikipedia.org/wiki/Laplace_dis | 
| 9e120 |  74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20    20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20  | tribution..........Examples..... | 
| 9e140 |  20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20    20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65  | ....--------.........Draw.sample | 
| 9e160 |  73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72    69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20  | s.from.the.distribution......... | 
| 9e180 |  20 3e 3e 3e 20 6c 6f 63 2c 20 73 63 61 6c 65 20    3d 20 30 2e 2c 20 31 2e 0a 20 20 20 20 20 20 20  | .>>>.loc,.scale.=.0.,.1......... | 
| 9e1a0 |  20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64    6f 6d 2e 6c 61 70 6c 61 63 65 28 6c 6f 63 2c 20  | .>>>.s.=.np.random.laplace(loc,. | 
| 9e1c0 |  73 63 61 6c 65 2c 20 31 30 30 30 29 0a 0a 20 20    20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68  | scale,.1000)..........Display.th | 
| 9e1e0 |  65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74    68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e  | e.histogram.of.the.samples,.alon | 
| 9e200 |  67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74    68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64  | g.with.........the.probability.d | 
| 9e220 |  65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a    0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d  | ensity.function:..........>>>.im | 
| 9e240 |  70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e    70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20  | port.matplotlib.pyplot.as.plt... | 
| 9e260 |  20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c    20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d  | ......>>>.count,.bins,.ignored.= | 
| 9e280 |  20 70 6c 74 2e 68 69 73 74 28 73 2c 20 33 30 2c    20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20  | .plt.hist(s,.30,.density=True).. | 
| 9e2a0 |  20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e    70 2e 61 72 61 6e 67 65 28 2d 38 2e 2c 20 38 2e  | .......>>>.x.=.np.arange(-8.,.8. | 
| 9e2c0 |  2c 20 2e 30 31 29 0a 20 20 20 20 20 20 20 20 3e    3e 3e 20 70 64 66 20 3d 20 6e 70 2e 65 78 70 28  | ,..01).........>>>.pdf.=.np.exp( | 
| 9e2e0 |  2d 61 62 73 28 78 2d 6c 6f 63 29 2f 73 63 61 6c    65 29 2f 28 32 2e 2a 73 63 61 6c 65 29 0a 20 20  | -abs(x-loc)/scale)/(2.*scale)... | 
| 9e300 |  20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c    6f 74 28 78 2c 20 70 64 66 29 0a 0a 20 20 20 20  | ......>>>.plt.plot(x,.pdf)...... | 
| 9e320 |  20 20 20 20 50 6c 6f 74 20 47 61 75 73 73 69 61    6e 20 66 6f 72 20 63 6f 6d 70 61 72 69 73 6f 6e  | ....Plot.Gaussian.for.comparison | 
| 9e340 |  3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 67    20 3d 20 28 31 2f 28 73 63 61 6c 65 20 2a 20 6e  | :..........>>>.g.=.(1/(scale.*.n | 
| 9e360 |  70 2e 73 71 72 74 28 32 20 2a 20 6e 70 2e 70 69    29 29 20 2a 0a 20 20 20 20 20 20 20 20 2e 2e 2e  | p.sqrt(2.*.np.pi)).*............ | 
| 9e380 |  20 20 20 20 20 20 6e 70 2e 65 78 70 28 2d 28 78    20 2d 20 6c 6f 63 29 2a 2a 32 20 2f 20 28 32 20  | ......np.exp(-(x.-.loc)**2./.(2. | 
| 9e3a0 |  2a 20 73 63 61 6c 65 2a 2a 32 29 29 29 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c  | *.scale**2))).........>>>.plt.pl | 
| 9e3c0 |  6f 74 28 78 2c 67 29 0a 0a 20 20 20 20 20 20 20    20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ot(x,g)......................... | 
| 9e3e0 |  0a 20 20 20 20 20 20 20 20 64 69 72 69 63 68 6c    65 74 28 61 6c 70 68 61 2c 20 73 69 7a 65 3d 4e  | .........dirichlet(alpha,.size=N | 
| 9e400 |  6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72    61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20  | one)..........Draw.samples.from. | 
| 9e420 |  74 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69    73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20  | the.Dirichlet.distribution...... | 
| 9e440 |  20 20 20 20 20 44 72 61 77 20 60 73 69 7a 65 60    20 73 61 6d 70 6c 65 73 20 6f 66 20 64 69 6d 65  | .....Draw.`size`.samples.of.dime | 
| 9e460 |  6e 73 69 6f 6e 20 6b 20 66 72 6f 6d 20 61 20 44    69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62  | nsion.k.from.a.Dirichlet.distrib | 
| 9e480 |  75 74 69 6f 6e 2e 20 41 0a 20 20 20 20 20 20 20    20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72  | ution..A.........Dirichlet-distr | 
| 9e4a0 |  69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 61    72 69 61 62 6c 65 20 63 61 6e 20 62 65 20 73 65  | ibuted.random.variable.can.be.se | 
| 9e4c0 |  65 6e 20 61 73 20 61 20 6d 75 6c 74 69 76 61 72    69 61 74 65 0a 20 20 20 20 20 20 20 20 67 65 6e  | en.as.a.multivariate.........gen | 
| 9e4e0 |  65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 20 61    20 42 65 74 61 20 64 69 73 74 72 69 62 75 74 69  | eralization.of.a.Beta.distributi | 
| 9e500 |  6f 6e 2e 20 54 68 65 20 44 69 72 69 63 68 6c 65    74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20  | on..The.Dirichlet.distribution.. | 
| 9e520 |  20 20 20 20 20 20 20 69 73 20 61 20 63 6f 6e 6a    75 67 61 74 65 20 70 72 69 6f 72 20 6f 66 20 61  | .......is.a.conjugate.prior.of.a | 
| 9e540 |  20 6d 75 6c 74 69 6e 6f 6d 69 61 6c 20 64 69 73    74 72 69 62 75 74 69 6f 6e 20 69 6e 20 42 61 79  | .multinomial.distribution.in.Bay | 
| 9e560 |  65 73 69 61 6e 0a 20 20 20 20 20 20 20 20 69 6e    66 65 72 65 6e 63 65 2e 0a 0a 20 20 20 20 20 20  | esian.........inference......... | 
| 9e580 |  20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20    20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65  | .....note::.............New.code | 
| 9e5a0 |  20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20    60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47  | .should.use.the.`~numpy.random.G | 
| 9e5c0 |  65 6e 65 72 61 74 6f 72 2e 64 69 72 69 63 68 6c    65 74 60 0a 20 20 20 20 20 20 20 20 20 20 20 20  | enerator.dirichlet`............. | 
| 9e5e0 |  6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75    6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72  | method.of.a.`~numpy.random.Gener | 
| 9e600 |  61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69    6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20  | ator`.instance.instead;......... | 
| 9e620 |  20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74    68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d  | ....please.see.the.:ref:`random- | 
| 9e640 |  71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20    20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72  | quick-start`...........Parameter | 
| 9e660 |  73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d    2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 6c 70  | s.........----------.........alp | 
| 9e680 |  68 61 20 3a 20 73 65 71 75 65 6e 63 65 20 6f 66    20 66 6c 6f 61 74 73 2c 20 6c 65 6e 67 74 68 20  | ha.:.sequence.of.floats,.length. | 
| 9e6a0 |  6b 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61    72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64  | k.............Parameter.of.the.d | 
| 9e6c0 |  69 73 74 72 69 62 75 74 69 6f 6e 20 28 6c 65 6e    67 74 68 20 60 60 6b 60 60 20 66 6f 72 20 73 61  | istribution.(length.``k``.for.sa | 
| 9e6e0 |  6d 70 6c 65 20 6f 66 0a 20 20 20 20 20 20 20 20    20 20 20 20 6c 65 6e 67 74 68 20 60 60 6b 60 60  | mple.of.............length.``k`` | 
| 9e700 |  29 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20    3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f  | )..........size.:.int.or.tuple.o | 
| 9e720 |  66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c    0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74  | f.ints,.optional.............Out | 
| 9e740 |  70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74    68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69  | put.shape...If.the.given.shape.i | 
| 9e760 |  73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e    29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20  | s,.e.g.,.``(m,.n)``,.then....... | 
| 9e780 |  20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20    6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20  | ......``m.*.n.*.k``.samples.are. | 
| 9e7a0 |  64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20    69 73 20 4e 6f 6e 65 2c 20 69 6e 20 77 68 69 63  | drawn...Default.is.None,.in.whic | 
| 9e7c0 |  68 20 63 61 73 65 20 61 0a 20 20 20 20 20 20 20    20 20 20 20 20 76 65 63 74 6f 72 20 6f 66 20 6c  | h.case.a.............vector.of.l | 
| 9e7e0 |  65 6e 67 74 68 20 60 60 6b 60 60 20 69 73 20 72    65 74 75 72 6e 65 64 2e 0a 0a 20 20 20 20 20 20  | ength.``k``.is.returned......... | 
| 9e800 |  20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20    20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20  | ..Returns.........-------....... | 
| 9e820 |  20 20 73 61 6d 70 6c 65 73 20 3a 20 6e 64 61 72    72 61 79 2c 0a 20 20 20 20 20 20 20 20 20 20 20  | ..samples.:.ndarray,............ | 
| 9e840 |  20 54 68 65 20 64 72 61 77 6e 20 73 61 6d 70 6c    65 73 2c 20 6f 66 20 73 68 61 70 65 20 60 60 28  | .The.drawn.samples,.of.shape.``( | 
| 9e860 |  73 69 7a 65 2c 20 6b 29 60 60 2e 0a 0a 20 20 20    20 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20  | size,.k)``...........Raises..... | 
| 9e880 |  20 20 20 20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20    20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20  | ....------.........ValueError... | 
| 9e8a0 |  20 20 20 20 20 20 20 20 20 20 49 66 20 61 6e 79    20 76 61 6c 75 65 20 69 6e 20 60 60 61 6c 70 68  | ..........If.any.value.in.``alph | 
| 9e8c0 |  61 60 60 20 69 73 20 6c 65 73 73 20 74 68 61 6e    20 6f 72 20 65 71 75 61 6c 20 74 6f 20 7a 65 72  | a``.is.less.than.or.equal.to.zer | 
| 9e8e0 |  6f 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41    6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d  | o..........See.Also.........---- | 
| 9e900 |  2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e    64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 64 69  | ----.........random.Generator.di | 
| 9e920 |  72 69 63 68 6c 65 74 3a 20 77 68 69 63 68 20 73    68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f  | richlet:.which.should.be.used.fo | 
| 9e940 |  72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20    20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20  | r.new.code...........Notes...... | 
| 9e960 |  20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20    20 54 68 65 20 44 69 72 69 63 68 6c 65 74 20 64  | ...-----.........The.Dirichlet.d | 
| 9e980 |  69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 61    20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 76  | istribution.is.a.distribution.ov | 
| 9e9a0 |  65 72 20 76 65 63 74 6f 72 73 0a 20 20 20 20 20    20 20 20 3a 6d 61 74 68 3a 60 78 60 20 74 68 61  | er.vectors.........:math:`x`.tha | 
| 9e9c0 |  74 20 66 75 6c 66 69 6c 20 74 68 65 20 63 6f 6e    64 69 74 69 6f 6e 73 20 3a 6d 61 74 68 3a 60 78  | t.fulfil.the.conditions.:math:`x | 
| 9e9e0 |  5f 69 3e 30 60 20 61 6e 64 0a 20 20 20 20 20 20    20 20 3a 6d 61 74 68 3a 60 5c 73 75 6d 5f 7b 69  | _i>0`.and.........:math:`\sum_{i | 
| 9ea00 |  3d 31 7d 5e 6b 20 78 5f 69 20 3d 20 31 60 2e 0a    0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f  | =1}^k.x_i.=.1`...........The.pro | 
| 9ea20 |  62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79    20 66 75 6e 63 74 69 6f 6e 20 3a 6d 61 74 68 3a  | bability.density.function.:math: | 
| 9ea40 |  60 70 60 20 6f 66 20 61 0a 20 20 20 20 20 20 20    20 44 69 72 69 63 68 6c 65 74 2d 64 69 73 74 72  | `p`.of.a.........Dirichlet-distr | 
| 9ea60 |  69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 65    63 74 6f 72 20 3a 6d 61 74 68 3a 60 58 60 20 69  | ibuted.random.vector.:math:`X`.i | 
| 9ea80 |  73 0a 20 20 20 20 20 20 20 20 70 72 6f 70 6f 72    74 69 6f 6e 61 6c 20 74 6f 0a 0a 20 20 20 20 20  | s.........proportional.to....... | 
| 9eaa0 |  20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78    29 20 5c 70 72 6f 70 74 6f 20 5c 70 72 6f 64 5f  | ......math::.p(x).\propto.\prod_ | 
| 9eac0 |  7b 69 3d 31 7d 5e 7b 6b 7d 7b 78 5e 7b 5c 61 6c    70 68 61 5f 69 2d 31 7d 5f 69 7d 2c 0a 0a 20 20  | {i=1}^{k}{x^{\alpha_i-1}_i},.... | 
| 9eae0 |  20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74    68 3a 60 5c 61 6c 70 68 61 60 20 69 73 20 61 20  | ......where.:math:`\alpha`.is.a. | 
| 9eb00 |  76 65 63 74 6f 72 20 63 6f 6e 74 61 69 6e 69 6e    67 20 74 68 65 20 70 6f 73 69 74 69 76 65 0a 20  | vector.containing.the.positive.. | 
| 9eb20 |  20 20 20 20 20 20 20 63 6f 6e 63 65 6e 74 72 61    74 69 6f 6e 20 70 61 72 61 6d 65 74 65 72 73 2e  | .......concentration.parameters. | 
| 9eb40 |  0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65    74 68 6f 64 20 75 73 65 73 20 74 68 65 20 66 6f  | ..........The.method.uses.the.fo | 
| 9eb60 |  6c 6c 6f 77 69 6e 67 20 70 72 6f 70 65 72 74 79    20 66 6f 72 20 63 6f 6d 70 75 74 61 74 69 6f 6e  | llowing.property.for.computation | 
| 9eb80 |  3a 20 6c 65 74 20 3a 6d 61 74 68 3a 60 59 60 0a    20 20 20 20 20 20 20 20 62 65 20 61 20 72 61 6e  | :.let.:math:`Y`.........be.a.ran | 
| 9eba0 |  64 6f 6d 20 76 65 63 74 6f 72 20 77 68 69 63 68    20 68 61 73 20 63 6f 6d 70 6f 6e 65 6e 74 73 20  | dom.vector.which.has.components. | 
| 9ebc0 |  74 68 61 74 20 66 6f 6c 6c 6f 77 20 61 20 73 74    61 6e 64 61 72 64 20 67 61 6d 6d 61 0a 20 20 20  | that.follow.a.standard.gamma.... | 
| 9ebe0 |  20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f    6e 2c 20 74 68 65 6e 20 3a 6d 61 74 68 3a 60 58  | .....distribution,.then.:math:`X | 
| 9ec00 |  20 3d 20 5c 66 72 61 63 7b 31 7d 7b 5c 73 75 6d    5f 7b 69 3d 31 7d 5e 6b 7b 59 5f 69 7d 7d 20 59  | .=.\frac{1}{\sum_{i=1}^k{Y_i}}.Y | 
| 9ec20 |  60 0a 20 20 20 20 20 20 20 20 69 73 20 44 69 72    69 63 68 6c 65 74 2d 64 69 73 74 72 69 62 75 74  | `.........is.Dirichlet-distribut | 
| 9ec40 |  65 64 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65    72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d  | ed..........References.........- | 
| 9ec60 |  2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20    20 20 2e 2e 20 5b 31 5d 20 44 61 76 69 64 20 4d  | ---------............[1].David.M | 
| 9ec80 |  63 4b 61 79 2c 20 22 49 6e 66 6f 72 6d 61 74 69    6f 6e 20 54 68 65 6f 72 79 2c 20 49 6e 66 65 72  | cKay,."Information.Theory,.Infer | 
| 9eca0 |  65 6e 63 65 20 61 6e 64 20 4c 65 61 72 6e 69 6e    67 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20  | ence.and.Learning............... | 
| 9ecc0 |  20 41 6c 67 6f 72 69 74 68 6d 73 2c 22 20 63 68    61 70 74 65 72 20 32 33 2c 0a 20 20 20 20 20 20  | .Algorithms,".chapter.23,....... | 
| 9ece0 |  20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f    77 77 77 2e 69 6e 66 65 72 65 6e 63 65 2e 6f 72  | .........http://www.inference.or | 
| 9ed00 |  67 2e 75 6b 2f 6d 61 63 6b 61 79 2f 69 74 69 6c    61 2f 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32  | g.uk/mackay/itila/............[2 | 
| 9ed20 |  5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 44 69    72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75  | ].Wikipedia,."Dirichlet.distribu | 
| 9ed40 |  74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20    20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e  | tion",................https://en | 
| 9ed60 |  2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77    69 6b 69 2f 44 69 72 69 63 68 6c 65 74 5f 64 69  | .wikipedia.org/wiki/Dirichlet_di | 
| 9ed80 |  73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20    20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20  | stribution..........Examples.... | 
| 9eda0 |  20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20    20 20 20 20 20 20 54 61 6b 69 6e 67 20 61 6e 20  | .....--------.........Taking.an. | 
| 9edc0 |  65 78 61 6d 70 6c 65 20 63 69 74 65 64 20 69 6e    20 57 69 6b 69 70 65 64 69 61 2c 20 74 68 69 73  | example.cited.in.Wikipedia,.this | 
| 9ede0 |  20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61    6e 20 62 65 20 75 73 65 64 20 69 66 0a 20 20 20  | .distribution.can.be.used.if.... | 
| 9ee00 |  20 20 20 20 20 6f 6e 65 20 77 61 6e 74 65 64 20    74 6f 20 63 75 74 20 73 74 72 69 6e 67 73 20 28  | .....one.wanted.to.cut.strings.( | 
| 9ee20 |  65 61 63 68 20 6f 66 20 69 6e 69 74 69 61 6c 20    6c 65 6e 67 74 68 20 31 2e 30 29 20 69 6e 74 6f  | each.of.initial.length.1.0).into | 
| 9ee40 |  20 4b 20 70 69 65 63 65 73 0a 20 20 20 20 20 20    20 20 77 69 74 68 20 64 69 66 66 65 72 65 6e 74  | .K.pieces.........with.different | 
| 9ee60 |  20 6c 65 6e 67 74 68 73 2c 20 77 68 65 72 65 20    65 61 63 68 20 70 69 65 63 65 20 68 61 64 2c 20  | .lengths,.where.each.piece.had,. | 
| 9ee80 |  6f 6e 20 61 76 65 72 61 67 65 2c 20 61 20 64 65    73 69 67 6e 61 74 65 64 0a 20 20 20 20 20 20 20  | on.average,.a.designated........ | 
| 9eea0 |  20 61 76 65 72 61 67 65 20 6c 65 6e 67 74 68 2c    20 62 75 74 20 61 6c 6c 6f 77 69 6e 67 20 73 6f  | .average.length,.but.allowing.so | 
| 9eec0 |  6d 65 20 76 61 72 69 61 74 69 6f 6e 20 69 6e 20    74 68 65 20 72 65 6c 61 74 69 76 65 20 73 69 7a  | me.variation.in.the.relative.siz | 
| 9eee0 |  65 73 20 6f 66 0a 20 20 20 20 20 20 20 20 74 68    65 20 70 69 65 63 65 73 2e 0a 0a 20 20 20 20 20  | es.of.........the.pieces........ | 
| 9ef00 |  20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61    6e 64 6f 6d 2e 64 69 72 69 63 68 6c 65 74 28 28  | ...>>>.s.=.np.random.dirichlet(( | 
| 9ef20 |  31 30 2c 20 35 2c 20 33 29 2c 20 32 30 29 2e 74    72 61 6e 73 70 6f 73 65 28 29 0a 0a 20 20 20 20  | 10,.5,.3),.20).transpose()...... | 
| 9ef40 |  20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d    61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74  | ....>>>.import.matplotlib.pyplot | 
| 9ef60 |  20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20    3e 3e 3e 20 70 6c 74 2e 62 61 72 68 28 72 61 6e  | .as.plt.........>>>.plt.barh(ran | 
| 9ef80 |  67 65 28 32 30 29 2c 20 73 5b 30 5d 29 0a 20 20    20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61  | ge(20),.s[0]).........>>>.plt.ba | 
| 9efa0 |  72 68 28 72 61 6e 67 65 28 32 30 29 2c 20 73 5b    31 5d 2c 20 6c 65 66 74 3d 73 5b 30 5d 2c 20 63  | rh(range(20),.s[1],.left=s[0],.c | 
| 9efc0 |  6f 6c 6f 72 3d 27 67 27 29 0a 20 20 20 20 20 20    20 20 3e 3e 3e 20 70 6c 74 2e 62 61 72 68 28 72  | olor='g').........>>>.plt.barh(r | 
| 9efe0 |  61 6e 67 65 28 32 30 29 2c 20 73 5b 32 5d 2c 20    6c 65 66 74 3d 73 5b 30 5d 2b 73 5b 31 5d 2c 20  | ange(20),.s[2],.left=s[0]+s[1],. | 
| 9f000 |  63 6f 6c 6f 72 3d 27 72 27 29 0a 20 20 20 20 20    20 20 20 3e 3e 3e 20 70 6c 74 2e 74 69 74 6c 65  | color='r').........>>>.plt.title | 
| 9f020 |  28 22 4c 65 6e 67 74 68 73 20 6f 66 20 53 74 72    69 6e 67 73 22 29 0a 0a 20 20 20 20 20 20 20 20  | ("Lengths.of.Strings").......... | 
| 9f040 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 9f060 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 76 6f 6e 6d    69 73 65 73 20 28 6c 69 6e 65 20 32 32 36 35 29  | RandomState.vonmises.(line.2265) | 
| 9f080 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 9f0a0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 79 6c    65 69 67 68 20 28 6c 69 6e 65 20 33 30 39 30 29  | RandomState.rayleigh.(line.3090) | 
| 9f0c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 9f0e0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 6f 67 69    73 74 69 63 20 28 6c 69 6e 65 20 32 38 38 38 29  | RandomState.logistic.(line.2888) | 
| 9f100 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| 9f120 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 62 69 6e 6f    6d 69 61 6c 20 28 6c 69 6e 65 20 33 33 35 33 29  | RandomState.binomial.(line.3353) | 
| 9f140 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    73 74 61 74 65 20 64 69 63 74 69 6f 6e 61 72 79  | ................state.dictionary | 
| 9f160 |  20 69 73 20 6e 6f 74 20 76 61 6c 69 64 2e 00 00    70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 64 6f  | .is.not.valid...probabilities.do | 
| 9f180 |  20 6e 6f 74 20 73 75 6d 20 74 6f 20 31 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .not.sum.to.1................... | 
| 9f1a0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 77 65 69 62    75 6c 6c 20 28 6c 69 6e 65 20 32 34 35 37 29 00  | RandomState.weibull.(line.2457). | 
| 9f1c0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 75 6e 69 66    6f 72 6d 20 28 6c 69 6e 65 20 31 30 35 30 29 00  | RandomState.uniform.(line.1050). | 
| 9f1e0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 74 6f 6d 61    78 69 6e 74 20 28 6c 69 6e 65 20 36 32 31 29 00  | RandomState.tomaxint.(line.621). | 
| 9f200 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 68 75 66    66 6c 65 20 28 6c 69 6e 65 20 34 35 34 33 29 00  | RandomState.shuffle.(line.4543). | 
| 9f220 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 6f 69 73    73 6f 6e 20 28 6c 69 6e 65 20 33 35 39 33 29 00  | RandomState.poisson.(line.3593). | 
| 9f240 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 61 70 6c    61 63 65 20 28 6c 69 6e 65 20 32 36 37 30 29 00  | RandomState.laplace.(line.2670). | 
| 9f260 |  70 76 61 6c 73 20 6d 75 73 74 20 62 65 20 61 20    31 2d 64 20 73 65 71 75 65 6e 63 65 00 00 00 00  | pvals.must.be.a.1-d.sequence.... | 
| 9f280 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64    69 6e 74 20 28 6c 69 6e 65 20 36 37 39 29 00 00  | RandomState.randint.(line.679).. | 
| 9f2a0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 61 72 65    74 6f 20 28 6c 69 6e 65 20 32 33 35 34 29 00 00  | RandomState.pareto.(line.2354).. | 
| 9f2c0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 6f 72 6d    61 6c 20 28 6c 69 6e 65 20 31 34 35 34 29 00 00  | RandomState.normal.(line.1454).. | 
| 9f2e0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 75 6d 62    65 6c 20 28 6c 69 6e 65 20 32 37 36 34 29 00 00  | RandomState.gumbel.(line.2764).. | 
| 9f300 |  27 61 27 20 61 6e 64 20 27 70 27 20 6d 75 73 74    20 68 61 76 65 20 73 61 6d 65 20 73 69 7a 65 00  | 'a'.and.'p'.must.have.same.size. | 
| 9f320 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64    6e 20 28 6c 69 6e 65 20 31 32 32 31 29 00 00 00  | RandomState.randn.(line.1221)... | 
| 9f340 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 6f 77 65    72 20 28 6c 69 6e 65 20 32 35 36 31 29 00 00 00  | RandomState.power.(line.2561)... | 
| 9f360 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 61 6d 6d    61 20 28 6c 69 6e 65 20 31 36 34 35 29 00 00 00  | RandomState.gamma.(line.1645)... | 
| 9f380 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 63 68 6f 69    63 65 20 28 6c 69 6e 65 20 38 34 31 29 00 00 00  | RandomState.choice.(line.841)... | 
| 9f3a0 |  6d 65 61 6e 20 6d 75 73 74 20 62 65 20 31 20 64    69 6d 65 6e 73 69 6f 6e 61 6c 00 00 00 00 00 00  | mean.must.be.1.dimensional...... | 
| 9f3c0 |  52 61 6e 67 65 20 65 78 63 65 65 64 73 20 76 61    6c 69 64 20 62 6f 75 6e 64 73 00 00 00 00 00 00  | Range.exceeds.valid.bounds...... | 
| 9f3e0 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 7a 69 70 66    20 28 6c 69 6e 65 20 33 36 37 36 29 00 00 00 00  | RandomState.zipf.(line.3676).... | 
| 9f400 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 77 61 6c 64    20 28 6c 69 6e 65 20 33 31 36 37 29 00 00 00 00  | RandomState.wald.(line.3167).... | 
| 9f420 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64    20 28 6c 69 6e 65 20 31 31 37 37 29 00 00 00 00  | RandomState.rand.(line.1177).... | 
| 9f440 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 62 79 74 65    73 20 28 6c 69 6e 65 20 38 30 35 29 00 00 00 00  | RandomState.bytes.(line.805).... | 
| 9f460 |  70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 63 6f    6e 74 61 69 6e 20 4e 61 4e 00 00 00 00 00 00 00  | probabilities.contain.NaN....... | 
| 9f480 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 65 65 64    20 28 6c 69 6e 65 20 32 32 38 29 00 00 00 00 00  | RandomState.seed.(line.228)..... | 
| 9f4a0 |  27 70 27 20 6d 75 73 74 20 62 65 20 31 2d 64 69    6d 65 6e 73 69 6f 6e 61 6c 00 00 00 00 00 00 00  | 'p'.must.be.1-dimensional....... | 
| 9f4c0 |  6e 75 6d 70 79 2f 72 61 6e 64 6f 6d 2f 6d 74 72    61 6e 64 2e 70 79 78 00 00 00 00 00 00 00 00 00  | numpy/random/mtrand.pyx......... | 
| 9f4e0 |  61 20 6d 75 73 74 20 62 65 20 31 2d 64 69 6d 65    6e 73 69 6f 6e 61 6c 00 00 00 00 00 00 00 00 00  | a.must.be.1-dimensional......... | 
| 9f500 |  52 61 6e 64 6f 6d 53 74 61 74 65 2e 66 20 28 6c    69 6e 65 20 31 37 32 39 29 00 00 00 00 00 00 00  | RandomState.f.(line.1729)....... | 
| 9f520 |  73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e    74 69 61 6c 00 00 00 00 00 00 00 00 00 00 00 00  | standard_exponential............ | 
| 9f540 |  6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71    75 61 72 65 00 00 00 00 00 00 00 00 00 00 00 00  | noncentral_chisquare............ | 
| 9f560 |  79 6f 75 20 61 72 65 20 73 68 75 66 66 6c 69 6e    67 20 61 20 27 00 00 00 00 00 00 00 00 00 00 00  | you.are.shuffling.a.'........... | 
| 9f580 |  6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72    61 6e 64 00 00 00 00 00 00 00 00 00 00 00 00 00  | numpy.random.mtrand............. | 
| 9f5a0 |  6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72    6d 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 00  | multivariate_normal............. | 
| 9f5c0 |  6e 67 6f 6f 64 20 2b 20 6e 62 61 64 20 3c 20 6e    73 61 6d 70 6c 65 00 00 00 00 00 00 00 00 00 00  | ngood.+.nbad.<.nsample.......... | 
| 9f5e0 |  63 6c 69 6e 65 5f 69 6e 5f 74 72 61 63 65 62 61    63 6b 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | cline_in_traceback.............. | 
| 9f600 |  61 72 72 61 79 20 69 73 20 72 65 61 64 2d 6f 6e    6c 79 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | array.is.read-only.............. | 
| 9f620 |  44 65 70 72 65 63 61 74 69 6f 6e 57 61 72 6e 69    6e 67 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | DeprecationWarning.............. | 
| 9f640 |  73 65 74 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f    72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | set_bit_generator............... | 
| 9f660 |  6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61    6c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | negative_binomial............... | 
| 9f680 |  67 65 74 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f    72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | get_bit_generator............... | 
| 9f6a0 |  5f 5f 72 61 6e 64 6f 6d 73 74 61 74 65 5f 63 74    6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | __randomstate_ctor.............. | 
| 9f6c0 |  6d 61 79 5f 73 68 61 72 65 5f 6d 65 6d 6f 72 79    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | may_share_memory................ | 
| 9f6e0 |  73 75 6d 28 70 76 61 6c 73 5b 3a 2d 31 5d 29 20    3e 20 31 2e 30 00 00 00 00 00 00 00 00 00 00 00  | sum(pvals[:-1]).>.1.0........... | 
| 9f700 |  73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00    73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 00  | standard_normal.standard_cauchy. | 
| 9f720 |  72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 00    5f 70 6f 69 73 73 6f 6e 5f 6c 61 6d 5f 6d 61 78  | random_integers._poisson_lam_max | 
| 9f740 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    63 6f 6c 6c 65 63 74 69 6f 6e 73 2e 61 62 63 00  | ................collections.abc. | 
| 9f760 |  5f 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00    73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 00 00  | _bit_generator..standard_gamma.. | 
| 9f780 |  5f 6c 65 67 61 63 79 5f 73 65 65 64 69 6e 67 00    68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00  | _legacy_seeding.hypergeometric.. | 
| 9f7a0 |  52 75 6e 74 69 6d 65 57 61 72 6e 69 6e 67 00 00    72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 00 00 00  | RuntimeWarning..random_sample... | 
| 9f7c0 |  63 6f 75 6e 74 5f 6e 6f 6e 7a 65 72 6f 00 00 00    5f 5f 63 6c 61 73 73 5f 67 65 74 69 74 65 6d 5f  | count_nonzero...__class_getitem_ | 
| 9f7e0 |  5f 00 00 00 00 00 00 00 62 69 74 5f 67 65 6e 65    72 61 74 6f 72 00 00 00 4f 76 65 72 66 6c 6f 77  | _.......bit_generator...Overflow | 
| 9f800 |  45 72 72 6f 72 00 00 00 73 65 61 72 63 68 73 6f    72 74 65 64 00 00 00 00 72 65 74 75 72 6e 5f 69  | Error...searchsorted....return_i | 
| 9f820 |  6e 64 65 78 00 00 00 00 6e 75 6d 70 79 2e 6c 69    6e 61 6c 67 00 00 00 00 6e 6f 6e 63 65 6e 74 72  | ndex....numpy.linalg....noncentr | 
| 9f840 |  61 6c 5f 66 00 00 00 00 6e 65 77 62 79 74 65 6f    72 64 65 72 00 00 00 00 5f 69 6e 69 74 69 61 6c  | al_f....newbyteorder...._initial | 
| 9f860 |  69 7a 69 6e 67 00 00 00 70 65 72 6d 75 74 61 74    69 6f 6e 00 00 00 00 00 6d 75 6c 74 69 6e 6f 6d  | izing...permutation.....multinom | 
| 9f880 |  69 61 6c 00 00 00 00 00 65 78 70 6f 6e 65 6e 74    69 61 6c 00 00 00 00 00 63 68 65 63 6b 5f 76 61  | ial.....exponential.....check_va | 
| 9f8a0 |  6c 69 64 00 00 00 00 00 55 73 65 72 57 61 72 6e    69 6e 67 00 00 00 00 00 52 61 6e 64 6f 6d 53 74  | lid.....UserWarning.....RandomSt | 
| 9f8c0 |  61 74 65 00 00 00 00 00 49 6d 70 6f 72 74 45 72    72 6f 72 00 00 00 00 00 74 72 69 61 6e 67 75 6c  | ate.....ImportError.....triangul | 
| 9f8e0 |  61 72 00 00 00 00 00 00 73 74 61 6e 64 61 72 64    5f 74 00 00 00 00 00 00 73 74 61 63 6b 6c 65 76  | ar......standard_t......stacklev | 
| 9f900 |  65 6c 00 00 00 00 00 00 5f 5f 70 79 78 5f 76 74    61 62 6c 65 5f 5f 00 00 6d 6f 64 65 20 3e 20 72  | el......__pyx_vtable__..mode.>.r | 
| 9f920 |  69 67 68 74 00 00 00 00 6c 6f 67 69 63 61 6c 5f    6f 72 00 00 00 00 00 00 6c 65 73 73 5f 65 71 75  | ight....logical_or......less_equ | 
| 9f940 |  61 6c 00 00 00 00 00 00 6c 65 66 74 20 3d 3d 20    72 69 67 68 74 00 00 00 69 73 73 75 62 64 74 79  | al......left.==.right...issubdty | 
| 9f960 |  70 65 00 00 00 00 00 00 65 6d 70 74 79 5f 6c 69    6b 65 00 00 00 00 00 00 56 61 6c 75 65 45 72 72  | pe......empty_like......ValueErr | 
| 9f980 |  6f 72 00 00 00 00 00 00 49 6e 64 65 78 45 72 72    6f 72 00 00 00 00 00 00 77 72 69 74 65 61 62 6c  | or......IndexError......writeabl | 
| 9f9a0 |  65 00 00 00 00 00 00 00 73 69 6e 67 6c 65 74 6f    6e 00 00 00 00 00 00 00 73 65 74 5f 73 74 61 74  | e.......singleton.......set_stat | 
| 9f9c0 |  65 00 00 00 00 00 00 00 6c 6f 67 73 65 72 69 65    73 00 00 00 00 00 00 00 6c 6f 67 6e 6f 72 6d 61  | e.......logseries.......lognorma | 
| 9f9e0 |  6c 00 00 00 00 00 00 00 6c 65 66 74 20 3e 20 6d    6f 64 65 00 00 00 00 00 69 73 65 6e 61 62 6c 65  | l.......left.>.mode.....isenable | 
| 9fa00 |  64 00 00 00 00 00 00 00 68 61 73 5f 67 61 75 73    73 00 00 00 00 00 00 00 67 65 74 5f 73 74 61 74  | d.......has_gauss.......get_stat | 
| 9fa20 |  65 00 00 00 00 00 00 00 67 65 6f 6d 65 74 72 69    63 00 00 00 00 00 00 00 64 69 72 69 63 68 6c 65  | e.......geometric.......dirichle | 
| 9fa40 |  74 00 00 00 00 00 00 00 63 68 69 73 71 75 61 72    65 00 00 00 00 00 00 00 54 79 70 65 45 72 72 6f  | t.......chisquare.......TypeErro | 
| 9fa60 |  72 00 00 00 00 00 00 00 4d 54 31 39 39 33 37 00    77 61 72 6e 69 6e 67 73 00 00 00 00 00 00 00 00  | r.......MT19937.warnings........ | 
| 9fa80 |  76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 00 00    73 75 62 74 72 61 63 74 00 00 00 00 00 00 00 00  | vonmises........subtract........ | 
| 9faa0 |  72 65 76 65 72 73 65 64 00 72 65 64 75 63 65 00    72 61 79 6c 65 69 67 68 00 00 00 00 00 00 00 00  | reversed.reduce.rayleigh........ | 
| 9fac0 |  6f 70 65 72 61 74 6f 72 00 00 00 00 00 00 00 00    6c 6f 67 69 73 74 69 63 00 00 00 00 00 00 00 00  | operator........logistic........ | 
| 9fae0 |  69 74 65 6d 73 69 7a 65 00 00 00 00 00 00 00 00    69 73 73 63 61 6c 61 72 00 00 00 00 00 00 00 00  | itemsize........isscalar........ | 
| 9fb00 |  69 73 6e 61 74 69 76 65 00 00 00 00 00 00 00 00    69 73 66 69 6e 69 74 65 00 00 00 00 00 00 00 00  | isnative........isfinite........ | 
| 9fb20 |  62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 00    61 6c 6c 63 6c 6f 73 65 00 00 00 00 00 00 00 00  | binomial........allclose........ | 
| 9fb40 |  53 65 71 75 65 6e 63 65 00 00 00 00 00 00 00 00    77 65 69 62 75 6c 6c 00 75 6e 69 66 6f 72 6d 00  | Sequence........weibull.uniform. | 
| 9fb60 |  74 6f 62 79 74 65 73 00 73 74 72 69 64 65 73 00    73 68 75 66 66 6c 65 00 72 65 73 68 61 70 65 00  | tobytes.strides.shuffle.reshape. | 
| 9fb80 |  72 65 70 6c 61 63 65 00 72 61 6e 64 69 6e 74 00    70 6f 69 73 73 6f 6e 00 6e 73 61 6d 70 6c 65 00  | replace.randint.poisson.nsample. | 
| 9fba0 |  5f 6d 74 31 39 39 33 37 00 00 00 00 00 00 00 00    6c 61 70 6c 61 63 65 00 67 72 65 61 74 65 72 00  | _mt19937........laplace.greater. | 
| 9fbc0 |  66 6c 6f 61 74 36 34 00 64 69 73 61 62 6c 65 00    63 61 73 74 69 6e 67 00 63 61 70 73 75 6c 65 00  | float64.disable.casting.capsule. | 
| 9fbe0 |  62 67 5f 74 79 70 65 00 20 61 74 20 30 78 7b 3a    58 7d 00 00 00 00 00 00 61 73 61 72 72 61 79 00  | bg_type..at.0x{:X}......asarray. | 
| 9fc00 |  61 6c 70 68 61 20 3c 3d 20 30 00 00 00 00 00 00    5f 4d 54 31 39 39 33 37 00 75 6e 73 61 66 65 00  | alpha.<=.0......_MT19937.unsafe. | 
| 9fc20 |  75 6e 69 71 75 65 00 75 69 6e 74 36 34 00 75 69    6e 74 33 32 00 75 69 6e 74 31 36 00 73 61 6d 70  | unique.uint64.uint32.uint16.samp | 
| 9fc40 |  6c 65 00 00 00 00 00 00 5f 5f 72 65 64 75 63 65    5f 5f 00 72 61 6e 64 6f 6d 00 5f 72 61 6e 64 00  | le......__reduce__.random._rand. | 
| 9fc60 |  5f 70 69 63 6b 6c 65 00 70 61 72 65 74 6f 00 00    6f 62 6a 65 63 74 5f 00 6e 6f 72 6d 61 6c 00 6c  | _pickle.pareto..object_.normal.l | 
| 9fc80 |  65 6e 67 74 68 00 6c 65 67 61 63 79 00 6b 77 61    72 67 73 00 00 00 00 00 5f 5f 69 6d 70 6f 72 74  | ength.legacy.kwargs.....__import | 
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| a0ec0 |  6a 47 93 ab 3e 04 d0 3f 54 93 ff 4c d2 ab cf 3f    7e 3e 96 5c e7 4f cf 3f 9b e0 e8 0f ba f4 ce 3f  | jG..>..?T..L...?~>.\.O.?.......? | 
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| a0fa0 |  ea 84 ee 63 1d e6 c6 3f 28 da a6 5e 77 9b c6 3f    ac d1 30 55 5e 51 c6 3f 31 6a b0 fa d0 07 c6 3f  | ...c...?(..^w..?..0U^Q.?1j.....? | 
| a0fc0 |  b6 c2 54 09 ce be c5 3f f5 78 2e 42 54 76 c5 3f    49 8c 07 6d 62 2e c5 3f fa b6 3c 58 f7 e6 c4 3f  | ..T....?.x.BTv.?I..mb..?..<X...? | 
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| a1000 |  c9 d5 94 26 9d 89 c3 3f af 0c fa df 42 45 c3 3f    6e 7d be aa 67 01 c3 3f 34 cf 04 85 0a be c2 3f  | ...&...?....BE.?n}..g..?4......? | 
| a1020 |  40 99 60 72 2a 7b c2 3f 78 e8 bb 7b c6 38 c2 3f    65 ca 3d af dd f6 c1 3f 66 d6 31 20 6f b5 c1 3f  | @.`r*{.?x..{.8.?e.=....?f.1.o..? | 
| a1040 |  78 ae f0 e6 79 74 c1 3f 2f 71 c9 20 fd 33 c1 3f    20 17 ec ef f7 f3 c0 3f 2f b6 54 7b 69 b4 c0 3f  | x...yt.?/q...3.?.......?/.T{i..? | 
| a1060 |  be a5 b7 ee 50 75 c0 3f 04 7f 6e 7a ad 36 c0 3f    8d ea cb a6 fc f0 bf 3f 14 04 19 66 85 75 bf 3f  | ....Pu.?..nz.6.?.......?...f.u.? | 
| a1080 |  3c c3 83 ae f3 fa be 3f cc b9 8e 04 46 81 be 3f    fb ba 61 f5 7a 08 be 3f 98 93 ad 16 91 90 bd 3f  | <......?....F..?..a.z..?.......? | 
| a10a0 |  d7 4d 91 06 87 19 bd 3f 57 fd 80 6b 5b a3 bc 3f    af 10 2e f4 0c 2e bc 3f 8f 26 71 57 9a b9 bb 3f  | .M.....?W..k[..?.......?.&qW...? | 
| a10c0 |  48 65 35 54 02 46 bb 3f 65 54 65 b1 43 d3 ba 3f    b7 38 d9 3d 5d 61 ba 3f 28 f4 46 d0 4d f0 b9 3f  | He5T.F.?eTe.C..?.8.=]a.?(.F.M..? | 
| a10e0 |  70 6b 33 47 14 80 b9 3f b9 74 e5 88 af 10 b9 3f    3b 53 5a 83 1e a2 b8 3f ba c4 3b 2c 60 34 b8 3f  | pk3G...?.t.....?;SZ....?..;,`4.? | 
| a1100 |  f3 a6 d7 80 73 c7 b7 3f 1e 3c 19 86 57 5b b7 3f    b6 16 84 48 0b f0 b6 3f 20 b6 30 dc 8d 85 b6 3f  | ....s..?.<..W[.?...H...?..0....? | 
| a1120 |  f7 de ca 5c de 1b b6 3f 3e bb 91 ed fb b2 b5 3f    36 d0 59 b9 e5 4a b5 3f 29 d9 90 f2 9a e3 b4 3f  | ...\...?>......?6.Y..J.?)......? | 
| a1140 |  5c 98 43 d3 1a 7d b4 3f 0e b1 25 9d 64 17 b4 3f    9e 9f 9b 99 77 b2 b3 3f 18 e7 c6 19 53 4e b3 3f  | \.C..}.?..%.d..?....w..?....SN.? | 
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| a1180 |  92 53 75 8f 46 65 b1 3f 50 ca 56 87 c8 05 b1 3f    3b 1b 87 19 0f a7 b0 3f 17 c8 f5 d7 19 49 b0 3f  | .Su.Fe.?P.V....?;......?.....I.? | 
| a11a0 |  76 96 69 ba d0 d7 af 3f 34 e8 44 99 f4 1e af 3f    e5 b2 2e a5 9e 67 ae 3f 10 58 31 49 ce b1 ad 3f  | v.i....?4.D....?.....g.?.X1I...? | 
| a11c0 |  4a 79 1e 03 83 fd ac 3f e9 21 07 64 bc 4a ac 3f    85 d9 be 10 7a 99 ab 3f 84 80 6a c2 bb e9 aa 3f  | Jy.....?.!.d.J.?....z..?..j....? | 
| a11e0 |  38 f1 1b 47 81 3b aa 3f 4c 7c 7b 82 ca 8e a9 3f    6d 77 80 6e 97 e3 a8 3f 6b 39 3a 1c e8 39 a8 3f  | 8..G.;.?L|{....?mw.n...?k9:..9.? | 
| a1200 |  9e 08 ab b4 bc 91 a7 3f 52 af b6 79 15 eb a6 3f    41 a0 26 c7 f2 45 a6 3f ca d2 c5 13 55 a2 a5 3f  | .......?R..y...?A.&..E.?....U..? | 
| a1220 |  eb c5 96 f2 3c 00 a5 3f 19 6b 26 14 ab 5f a4 3f    ff 18 ff 47 a0 c0 a3 3f ae 14 3f 7e 1d 23 a3 3f  | ....<..?.k&.._.?...G...?..?~.#.? | 
| a1240 |  0c c0 56 c9 23 87 a2 3f d4 12 f3 5f b4 ec a1 3f    a1 b3 19 9f d0 53 a1 3f 51 d6 7c 0c 7a bc a0 3f  | ..V.#..?..._...?.....S.?Q.|.z..? | 
| a1260 |  ee fa 0d 59 b2 26 a0 3f 90 98 af c7 f6 24 9f 3f    68 74 51 7a ae ff 9d 3f 0c 1b 33 54 90 dd 9c 3f  | ...Y.&.?.....$.?htQz...?..3T...? | 
| a1280 |  70 58 fa 50 a1 be 9b 3f 9b 4e 92 e6 e6 a2 9a 3f    48 2a 13 0f 67 8a 99 3f 67 99 ec 53 28 75 98 3f  | pX.P...?.N.....?H*..g..?g..S(u.? | 
| a12a0 |  96 fc 87 da 31 63 97 3f 77 40 a2 72 8b 54 96 3f    51 02 ab a6 3d 49 95 3f be f0 87 ce 51 41 94 3f  | ....1c.?w@.r.T.?Q...=I.?....QA.? | 
| a12c0 |  84 5d 31 25 d2 3c 93 3f 32 3a b9 e1 c9 3b 92 3f    5f 5f 72 54 45 3e 91 3f f0 02 1e 09 52 44 90 3f  | .]1%.<.?2:...;.?__rTE>.?....RD.? | 
| a12e0 |  ce c7 89 de fd 9b 8e 3f 57 27 6e 14 b9 b6 8c 3f    2d c9 42 55 fa d8 8a 3f bd a7 8f 68 ea 02 89 3f  | .......?W'n....?-.BU...?...h...? | 
| a1300 |  f5 74 aa e6 b6 34 87 3f cb 16 e4 0b 93 6e 85 3f    62 6f 51 c1 b8 b0 83 3f 71 76 b3 ed 69 fb 81 3f  | .t...4.?.....n.?boQ....?qv..i..? | 
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| a1340 |  fd 22 e3 ce 97 fa 73 3f 43 40 57 69 3d 07 71 3f    11 4b cd 81 b3 58 6c 3f ff fe a1 f3 88 d8 66 3f  | ."....s?C@Wi=.q?.K...Xl?......f? | 
| a1360 |  24 a3 e1 a8 6b 94 61 3f 25 3e 0c 54 b5 2b 59 3f    b9 fc 8d f7 0a b2 4f 3f 4b 0b 9f 32 1c c3 3d 3f  | $...k.a?%>.T.+Y?......O?K..2..=? | 
| a1380 |  c1 5d bf 94 ec 64 d1 3c 19 41 5d 8b 9d 58 60 3c    2b 4d 5b 49 b2 d6 6a 3c ba 8d 5b a9 35 93 71 3c  | .]...d.<.A]..X`<+M[I..j<..[.5.q< | 
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| a13c0 |  3c 5c c6 49 f0 3b 80 3c 70 f6 d6 24 db 70 81 3c    33 26 da 90 02 98 82 3c ca 6e 3d fe 88 b3 83 3c  | <\.I.;.<p..$.p.<3&.....<.n=....< | 
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| a1480 |  4b da 26 a5 9a 0c 93 3c 02 82 6d e2 d2 6d 93 3c    a0 62 21 d1 53 ce 93 3c 48 67 70 ca 28 2e 94 3c  | K.&....<..m..m.<.b!.S..<Hgp.(..< | 
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| a1540 |  89 8f 3f b3 be a6 9b 3c 99 fe 59 93 f9 fe 9b 3c    9f d2 70 9a 13 57 9c 3c db 5a c2 2b 10 af 9c 3c  | ..?....<..Y....<..p..W.<.Z.+...< | 
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| a15c0 |  72 00 4b bb e3 90 a0 3c 37 01 71 03 ad bc a0 3c    66 2f 7a 20 7c e8 a0 3c 15 ac 17 39 52 14 a1 3c  | r.K....<7.q....<f/z.|..<...9R..< | 
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| a1600 |  e2 c4 a9 90 10 f0 a1 3c 05 0e b1 d3 27 1c a2 3c    29 a3 c2 b3 4d 48 a2 3c 9f 18 d0 3b 83 74 a2 3c  | .......<....'..<)...MH.<...;.t.< | 
| a1620 |  aa cd 8b 74 c9 a0 a2 3c 5d 3b a5 64 21 cd a2 3c    21 17 03 11 8c f9 a2 3c 11 76 fb 7c 0a 26 a3 3c  | ...t...<];.d!..<!......<.v.|.&.< | 
| a1640 |  a1 1b 8a aa 9d 52 a3 3c f0 1a 85 9a 46 7f a3 3c    fc ef cf 4c 06 ac a3 3c 6d 33 8d c0 dd d8 a3 3c  | .....R.<....F..<...L...<m3.....< | 
| a1660 |  c4 09 4f f4 cd 05 a4 3c d0 6c 46 e6 d7 32 a4 3c    a7 6c 71 94 fc 5f a4 3c c4 83 c8 fc 3c 8d a4 3c  | ..O....<.lF..2.<.lq.._.<....<..< | 
| a1680 |  a4 18 6b 1d 9a ba a4 3c ea 45 cb f4 14 e8 a4 3c    fb 00 d9 81 ae 15 a5 3c f8 b5 2c c4 67 43 a5 3c  | ..k....<.E.....<.......<..,.gC.< | 
| a16a0 |  27 6f 31 bc 41 71 a5 3c f9 9c 4e 6b 3d 9f a5 3c    35 93 11 d4 5b cd a5 3c 26 cf 56 fa 9d fb a5 3c  | 'o1.Aq.<..Nk=..<5...[..<&.V....< | 
| a16c0 |  2e 1a 73 e3 04 2a a6 3c 8c 9b 5c 96 91 58 a6 3c    ee eb d3 1b 45 87 a6 3c df 3c 8d 7e 20 b6 a6 3c  | ..s..*.<..\..X.<....E..<.<.~...< | 
| a16e0 |  08 a6 59 cb 24 e5 a6 3c fb a9 50 11 53 14 a7 3c    1c 04 fa 61 ac 43 a7 3c 30 d1 77 d1 31 73 a7 3c  | ..Y.$..<..P.S..<...a.C.<0.w.1s.< | 
| a1700 |  0a 24 b1 76 e4 a2 a7 3c f7 17 7d 6b c5 d2 a7 3c    77 72 ce cc d5 02 a8 3c 2a e6 df ba 16 33 a8 3c  | .$.v...<..}k...<wr.....<*....3.< | 
| a1720 |  e7 08 61 59 89 63 a8 3c 54 0f a4 cf 2e 94 a8 3c    94 60 cc 48 08 c5 a8 3c 13 15 fe f3 16 f6 a8 3c  | ..aY.c.<T......<.`.H...<.......< | 
| a1740 |  e1 73 8e 04 5c 27 a9 3c 8a 82 35 b2 d8 58 a9 3c    f4 bb 40 39 8e 8a a9 3c 5d 03 c7 da 7d bc a9 3c  | .s..\'.<..5..X.<..@9...<]...}..< | 
| a1760 |  51 e9 dd dc a8 ee a9 3c 2d 59 d0 8a 10 21 aa 3c    90 c6 56 35 b6 53 aa 3c 0f f3 d0 32 9b 86 aa 3c  | Q......<-Y...!.<..V5.S.<...2...< | 
| a1780 |  7a 65 81 df c0 b9 aa 3c ff ac ca 9d 28 ed aa 3c    b5 8b 6e d6 d3 20 ab 3c 42 25 cf f8 c3 54 ab 3c  | ze.....<....(..<..n....<B%...T.< | 
| a17a0 |  b6 4f 32 7b fa 88 ab 3c 10 26 07 db 78 bd ab 3c    85 fd 2d 9d 40 f2 ab 3c 2d e0 42 4e 53 27 ac 3c  | .O2{...<.&..x..<..-.@..<-.BNS'.< | 
| a17c0 |  a4 b1 ea 82 b2 5c ac 3c fb 23 23 d8 5f 92 ac 3c    6c a5 95 f3 5c c8 ac 3c 80 71 ed 83 ab fe ac 3c  | .....\.<.##._..<l...\..<.q.....< | 
| a17e0 |  ad f2 30 41 4d 35 ad 3c fe a3 1e ed 43 6c ad 3c    0a a5 8d 53 91 a3 ad 3c 7f 35 d2 4a 37 db ad 3c  | ..0AM5.<....Cl.<...S...<.5.J7..< | 
| a1800 |  9b 50 26 b4 37 13 ae 3c 52 a4 16 7c 94 4b ae 3c    7f 23 f4 9a 4f 84 ae 3c 78 76 4a 15 6b bd ae 3c  | .P&.7..<R..|.K.<.#..O..<xvJ.k..< | 
| a1820 |  68 91 5b fc e8 f6 ae 3c 7f bc a0 6e cb 30 af 3c    d0 5e 51 98 14 6b af 3c e5 e1 ef b3 c6 a5 af 3c  | h.[....<...n.0.<.^Q..k.<.......< | 
| a1840 |  d8 09 dd 0a e4 e0 af 3c d4 11 f9 7a 37 0e b0 3c    1b 39 11 ef 34 2c b0 3c a3 24 92 9e 6b 4a b0 3c  | .......<...z7..<.9..4,.<.$..kJ.< | 
| a1860 |  db 26 11 cf dc 68 b0 3c 0f ad 3a cf 89 87 b0 3c    19 c8 33 f7 73 a6 b0 3c 6f 94 00 a9 9c c5 b0 3c  | .&...h.<..:....<..3.s..<o......< | 
| a1880 |  b7 cf ef 50 05 e5 b0 3c ce ef 0b 66 af 04 b1 3c    4a 15 92 6a 9c 24 b1 3c 2b 3a 6f ec cd 44 b1 3c  | ...P...<...f...<J..j.$.<+:o..D.< | 
| a18a0 |  c1 04 c4 85 45 65 b1 3c 9e ae 6f dd 04 86 b1 3c    20 78 a2 a7 0d a7 b1 3c 5a 2a 78 a6 61 c8 b1 3c  | ....Ee.<..o....<.x.....<Z*x.a..< | 
| a18c0 |  70 33 9b aa 02 ea b1 3c a2 f4 f0 93 f2 0b b2 3c    50 e5 4f 52 33 2e b2 3c ba 3b 40 e6 c6 50 b2 3c  | p3.....<.......<P.OR3..<.;@..P.< | 
| a18e0 |  a6 da c7 61 af 73 b2 3c 2b 53 42 e9 ee 96 b2 3c    51 db 45 b4 87 ba b2 3c 70 2d 96 0e 7c de b2 3c  | ...a.s.<+SB....<Q.E....<p-..|..< | 
| a1900 |  65 59 26 59 ce 02 b3 3c d0 a7 2a 0b 81 27 b3 3c    65 c9 3b b3 96 4c b3 3c 56 a8 8c f8 11 72 b3 3c  | eY&Y...<..*..'.<e.;..L.<V....r.< | 
| a1920 |  43 51 34 9c f5 97 b3 3c 83 8b 8d 7a 44 be b3 3c    d0 de ad 8c 01 e5 b3 3c ad ee f5 e9 2f 0c b4 3c  | CQ4....<...zD..<.......<..../..< | 
| a1940 |  f8 42 bd c9 d2 33 b4 3c 2c c9 1b 85 ed 5b b4 3c    32 94 d3 98 83 84 b4 3c 4c a1 5d a7 98 ad b4 3c  | .B...3.<,....[.<2......<L.]....< | 
| a1960 |  27 b1 1c 7b 30 d7 b4 3c 08 95 b9 08 4f 01 b5 3c    b2 aa ac 71 f8 2b b5 3c 5a a7 f8 06 31 57 b5 3c  | '..{0..<....O..<...q.+.<Z...1W.< | 
| a1980 |  61 44 1b 4c fd 82 b5 3c 07 e1 38 fa 61 af b5 3c    9e bd 88 03 64 dc b5 3c 79 18 08 97 08 0a b6 3c  | aD.L...<..8.a..<....d..<y......< | 
| a19a0 |  94 2e 7b 24 55 38 b6 3c 32 f4 c3 60 4f 67 b6 3c    ee 48 97 4a fd 96 b6 3c 1e 7b 9a 2f 65 c7 b6 3c  | ..{$U8.<2..`Og.<.H.J...<.{./e..< | 
| a19c0 |  07 25 f4 b1 8d f8 b6 3c 18 d2 5c ce 7d 2a b7 3c    c3 71 bd e2 3c 5d b7 3c f9 71 6b b5 d2 90 b7 3c  | .%.....<..\.}*.<.q..<].<.qk....< | 
| a19e0 |  d3 76 14 7d 47 c5 b7 3c 12 14 6e e9 a3 fa b7 3c    c3 be c0 2c f1 30 b8 3c 42 73 68 06 39 68 b8 3c  | .v.}G..<..n....<...,.0.<Bsh.9h.< | 
| a1a00 |  ab 5b 69 ce 85 a0 b8 3c 95 36 3b 82 e2 d9 b8 3c    44 75 f3 d2 5a 14 b9 3c 0e 2a fc 34 fb 4f b9 3c  | .[i....<.6;....<Du..Z..<.*.4.O.< | 
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| a1a40 |  ea 86 ad c2 68 8d ba 3c c4 45 d8 82 33 d1 ba 3c    0a b6 03 c0 99 16 bb 3c 0f ea 91 50 b1 5d bb 3c  | ....h..<.E..3..<.......<...P.].< | 
| a1a60 |  5e da 76 d2 91 a6 bb 3c 77 ef 4b de 54 f1 bb 3c    a7 e0 c2 41 16 3e bc 3c f4 c8 c8 42 f4 8c bc 3c  | ^.v....<w.K.T..<...A.>.<...B...< | 
| a1a80 |  7f a9 f2 ec 0f de bc 3c c5 38 27 6b 8d 31 bd 3c    ec 3b ec 6f 94 87 bd 3c 9f f1 4e af 50 e0 bd 3c  | .......<.8'k.1.<.;.o...<..N.P..< | 
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| a1b00 |  7c fa c9 a0 bc eb c1 3c 9f 91 59 b6 2b 3d c2 3c    a5 aa 49 ae f5 93 c2 3c f0 11 44 8a e3 f0 c2 3c  | |......<..Y.+=.<..I....<..D....< | 
| a1b20 |  5e f7 cc 27 ee 54 c3 3c 61 b8 c8 c7 4e c1 c3 3c    62 13 e4 66 97 37 c4 3c d1 51 47 cd d7 b9 c4 3c  | ^..'.T.<a...N..<b..f.7.<.QG....< | 
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| a1c00 |  56 65 b4 07 bd c3 1e 00 ce 99 87 f0 f6 d5 1e 00    88 56 6e ae 14 e6 1e 00 d0 1c 36 ca 6e f4 1e 00  | Ve...............Vn.......6.n... | 
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| a1c60 |  fa 88 d7 32 33 46 1f 00 0e 3a 1d bf 10 4c 1f 00    22 33 5c 4c 87 51 1f 00 c0 ec c3 09 a1 56 1f 00  | ...23F...:...L.."3\L.Q.......V.. | 
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| a1d00 |  ac 39 3d ba 1b 8c 1f 00 4a d0 45 cc 10 8e 1f 00    16 3e 01 02 f1 8f 1f 00 e0 58 83 96 bd 91 1f 00  | .9=.....J.E......>.......X...... | 
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| a1d80 |  82 06 ce 1a c9 a3 1f 00 a2 6a ee 5f db a4 1f 00    7c 09 4d aa e4 a5 1f 00 82 67 e4 5e e5 a6 1f 00  | .........j._....|.M......g.^.... | 
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| a1dc0 |  32 82 58 5e 74 ab 1f 00 84 05 74 a3 48 ac 1f 00    e8 9f bf 82 16 ad 1f 00 c0 82 57 3b de ad 1f 00  | 2.X^t.....t.H.............W;.... | 
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| a1e00 |  fa f1 b6 50 70 b1 1f 00 3a 96 b2 9e 17 b2 1f 00    4a a8 df 2b ba b2 1f 00 18 4e 7f 21 58 b3 1f 00  | ...Pp...:.......J..+.....N.!X... | 
| a1e20 |  0c be c9 a6 f1 b3 1f 00 d6 ac 0c e1 86 b4 1f 00    fc 93 c7 f3 17 b5 1f 00 aa fd c5 00 a5 b5 1f 00  | ................................ | 
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| a1e80 |  26 6f 79 61 f8 b9 1f 00 86 e2 ee 3d 63 ba 1f 00    16 ec 41 2f cb ba 1f 00 44 91 b4 48 30 bb 1f 00  | &oya.......=c.....A/....D..H0... | 
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| a1ec0 |  9e 8f 54 8a 01 bd 1f 00 9c 72 de fb 56 bd 1f 00    6a d6 8b 06 aa bd 1f 00 40 3f cb b7 fa bd 1f 00  | ..T......r..V...j.......@?...... | 
| a1ee0 |  de 64 73 1c 49 be 1f 00 5e 69 c9 40 95 be 1f 00    28 b1 86 30 df be 1f 00 74 61 de f6 26 bf 1f 00  | .ds.I...^i.@....(..0....ta..&... | 
| a1f00 |  e2 8a 82 9e 6c bf 1f 00 c4 04 a9 31 b0 bf 1f 00    b0 fd 0f ba f1 bf 1f 00 88 45 02 41 31 c0 1f 00  | ....l......1.............E.A1... | 
| a1f20 |  b2 54 5b cf 6e c0 1f 00 26 14 8b 6d aa c0 1f 00    8a 69 99 23 e4 c0 1f 00 64 8a 29 f9 1b c1 1f 00  | .T[.n...&..m.....i.#....d.)..... | 
| a1f40 |  42 19 7d f5 51 c1 1f 00 4a 0f 77 1f 86 c1 1f 00    b4 74 9e 7d b8 c1 1f 00 42 ea 20 16 e9 c1 1f 00  | B.}.Q...J.w......t.}....B....... | 
| a1f60 |  de 05 d5 ee 17 c2 1f 00 fe 83 3c 0d 45 c2 1f 00    c2 4f 86 76 70 c2 1f 00 0e 63 90 2f 9a c2 1f 00  | ..........<.E....O.vp....c./.... | 
| a1f80 |  46 80 e9 3c c2 c2 1f 00 b4 c6 d2 a2 e8 c2 1f 00    ec 22 41 65 0d c3 1f 00 0e 9c de 87 30 c3 1f 00  | F..<............."Ae........0... | 
| a1fa0 |  c6 7e 0b 0e 52 c3 1f 00 f8 66 df fa 71 c3 1f 00    86 28 2a 51 90 c3 1f 00 fa 97 74 13 ad c3 1f 00  | .~..R....f..q....(*Q......t..... | 
| a1fc0 |  48 33 01 44 c8 c3 1f 00 40 ab cc e4 e1 c3 1f 00    a8 4d 8e f7 f9 c3 1f 00 60 50 b8 7d 10 c4 1f 00  | H3.D....@........M......`P.}.... | 
| a1fe0 |  68 fd 77 78 25 c4 1f 00 c6 bf b5 e8 38 c4 1f 00    2a 11 15 cf 4a c4 1f 00 e8 47 f4 2b 5b c4 1f 00  | h.wx%.......8...*...J....G.+[... | 
| a2000 |  04 45 6c ff 69 c4 1f 00 b2 01 50 49 77 c4 1f 00    b8 fb 2b 09 83 c4 1f 00 f6 7f 45 3e 8d c4 1f 00  | .El.i.....PIw.....+.......E>.... | 
| a2020 |  1a d2 99 e7 95 c4 1f 00 b0 30 dd 03 9d c4 1f 00    32 b4 79 91 a2 c4 1f 00 fc 07 8e 8e a6 c4 1f 00  | .........0......2.y............. | 
| a2040 |  8c fb eb f8 a8 c4 1f 00 9e ea 16 ce a9 c4 1f 00    34 fa 41 0b a9 c4 1f 00 a0 28 4e ad a6 c4 1f 00  | ................4.A......(N..... | 
| a2060 |  74 2e c8 b0 a2 c4 1f 00 e2 2d e6 11 9d c4 1f 00    f4 2d 85 cc 95 c4 1f 00 c0 5e 26 dc 8c c4 1f 00  | t........-.......-.......^&..... | 
| a2080 |  7a 23 ec 3b 82 c4 1f 00 e6 de 96 e6 75 c4 1f 00    82 7e 81 d6 67 c4 1f 00 36 c0 9d 05 58 c4 1f 00  | z#.;........u....~..g...6...X... | 
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| a20c0 |  62 cb 48 b2 ed c3 1f 00 3c 59 3e c4 d2 c3 1f 00    b4 91 05 de b5 c3 1f 00 4c 61 99 f5 96 c3 1f 00  | b.H.....<Y>.............La...... | 
| a20e0 |  92 45 5a 00 76 c3 1f 00 70 93 06 f3 52 c3 1f 00    18 28 b2 c1 2d c3 1f 00 88 78 bd 5f 06 c3 1f 00  | .EZ.v...p...R....(..-....x._.... | 
| a2100 |  62 f2 cb bf dc c2 1f 00 9e 9f b9 d3 b0 c2 1f 00    f0 fc 8f 8c 82 c2 1f 00 64 f1 79 da 51 c2 1f 00  | b.......................d.y.Q... | 
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| a21c0 |  a2 e6 3f f2 84 bb 1f 00 8c d1 a0 d9 04 bb 1f 00    ac 70 1a 35 7f ba 1f 00 18 b6 92 bf f3 b9 1f 00  | ..?..............p.5............ | 
| a21e0 |  fc ab d4 2e 62 b9 1f 00 16 4a 17 33 ca b8 1f 00    54 5b 76 76 2b b8 1f 00 5c 89 5b 9c 85 b7 1f 00  | ....b....J.3....T[vv+...\.[..... | 
| a2200 |  94 55 d5 40 d8 b6 1f 00 42 69 d9 f7 22 b6 1f 00    e0 37 6f 4c 65 b5 1f 00 d2 69 bf bf 9e b4 1f 00  | .U.@....Bi.."....7oLe....i...... | 
| a2220 |  46 e7 03 c8 ce b3 1f 00 3e 9c 53 cf f4 b2 1f 00    52 28 44 32 10 b2 1f 00 04 96 5a 3e 20 b1 1f 00  | F.......>.S.....R(D2......Z>.... | 
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| a4840 |  3d 0a d7 a3 70 3d 04 40 98 6e 12 83 c0 ca ed 3f    5b b6 d6 17 09 6d 99 3f 68 91 ed 7c 3f 35 ae 3f  | =...p=.@.n.....?[....m.?h..|?5.? | 
| a4860 |  33 33 33 33 33 33 0b 40 72 8a 8e e4 f2 1f f2 3f    24 97 ff 90 7e fb f1 3f 42 3e e8 d9 ac fa 0c 40  | 333333.@r......?$...~..?B>.....@ | 
| a4880 |  72 f9 0f e9 b7 af ed 3f 85 eb 51 b8 1e 85 db 3f    ec 51 b8 1e 85 eb b1 3f 39 b4 c8 76 be 9f 8a 3f  | r......?..Q....?.Q.....?9..v...? | 
| a48a0 |  8f c2 f5 28 5c 8f 01 40 66 66 66 66 66 66 12 40    00 00 00 00 00 00 30 43 9a 99 99 99 99 99 2e 40  | ...(\..@ffffff.@......0C.......@ | 
| a48c0 |  00 00 00 00 00 80 34 40 f4 fd d4 78 e9 26 c1 3f    00 00 00 00 00 00 08 40 00 00 00 00 00 00 e4 3f  | ......4@...x.&.?.......@.......? | 
| a48e0 |  55 55 55 55 55 55 c5 3f 00 00 00 00 00 80 61 40    00 00 00 00 00 c0 58 40 00 00 00 00 00 80 60 40  | UUUUUU.?......a@......X@......`@ | 
| a4900 |  00 00 00 00 00 e0 7c 40 00 00 00 00 00 b8 ca 40    00 00 00 00 80 4d 04 41 00 00 00 00 00 00 3e 40  | ......|@.......@.....M.A......>@ | 
| a4920 |  00 00 00 00 00 00 f8 7f 00 00 00 00 00 00 10 40    18 2d 44 54 fb 21 09 40 f1 68 e3 88 b5 f8 e4 3e  | ...............@.-DT.!.@.h.....> | 
| a4940 |  00 00 00 00 80 84 2e 41 18 2d 44 54 fb 21 09 c0    18 2d 44 54 fb 21 19 40 00 00 00 00 00 00 e0 43  | .......A.-DT.!...-DT.!.@.......C | 
| a4960 |  ff ff ff ff ff ff ff 7f 00 00 80 33 c9 4e f6 40    53 1d 8c be a4 dd 69 40 00 00 80 3f ab aa aa 3e  | ...........3.N.@S.....i@...?...> | 
| a4980 |  00 00 10 41 de 93 07 3d 00 00 00 3f 00 00 00 00    00 00 00 00 00 00 00 80 00 00 00 00 00 00 00 00  | ...A...=...?.................... | 
| a49a0 |  00 00 00 80 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 c0 98 13 33 3f cd 72 fb 3f  | ..........................3?.r.? | 
| a49c0 |  1a 71 bc d3 eb c3 ec 3f 00 00 00 00 00 00 30 40    01 1b 03 3b dc 06 00 00 da 00 00 00 50 06 f6 ff  | .q.....?......0@...;........P... | 
| a49e0 |  f8 06 00 00 20 0f f6 ff 74 09 00 00 a9 0f f6 ff    b0 09 00 00 a3 10 f6 ff f8 09 00 00 9d 11 f6 ff  | ........t....................... | 
| a4a00 |  40 0a 00 00 17 13 f6 ff d8 0a 00 00 1c 14 f6 ff    4c 0c 00 00 ec 14 f6 ff c4 0c 00 00 00 8e f6 ff  | @...............L............... | 
| a4a20 |  10 0d 00 00 6e 8e f6 ff 6c 21 00 00 82 8f f6 ff    c8 26 00 00 62 e9 f6 ff 70 37 00 00 30 ea f6 ff  | ....n...l!.......&..b...p7..0... | 
| a4a40 |  20 07 00 00 60 ea f6 ff 34 07 00 00 b0 ea f6 ff    6c 07 00 00 20 eb f6 ff 88 07 00 00 10 ec f6 ff  | ....`...4.......l............... | 
| a4a60 |  e0 07 00 00 c0 ec f6 ff 40 08 00 00 e0 ec f6 ff    54 08 00 00 90 ed f6 ff 9c 08 00 00 c0 ed f6 ff  | ........@.......T............... | 
| a4a80 |  b0 08 00 00 30 ee f6 ff e8 08 00 00 c0 ee f6 ff    0c 09 00 00 90 f0 f6 ff 50 09 00 00 60 f1 f6 ff  | ....0...................P...`... | 
| a4aa0 |  7c 0a 00 00 d0 f1 f6 ff 90 0a 00 00 30 f2 f6 ff    ac 0a 00 00 d0 f2 f6 ff 2c 0b 00 00 20 f4 f6 ff  | |...........0...........,....... | 
| a4ac0 |  8c 0b 00 00 20 f5 f6 ff bc 0b 00 00 b0 f5 f6 ff    08 0c 00 00 60 f7 f6 ff f0 0c 00 00 d0 f7 f6 ff  | ....................`........... | 
| a4ae0 |  38 0d 00 00 f0 f7 f6 ff 4c 0d 00 00 00 fa f6 ff    88 0d 00 00 e0 fa f6 ff 9c 0d 00 00 a0 fb f6 ff  | 8.......L....................... | 
| a4b00 |  c0 0d 00 00 50 fc f6 ff d4 0d 00 00 e0 fc f6 ff    0c 0e 00 00 90 fd f6 ff 44 0e 00 00 60 fe f6 ff  | ....P...................D...`... | 
| a4b20 |  88 0e 00 00 00 ff f6 ff e4 0e 00 00 10 00 f7 ff    38 0f 00 00 80 02 f7 ff b8 0f 00 00 50 04 f7 ff  | ................8...........P... | 
| a4b40 |  1c 10 00 00 20 08 f7 ff 84 10 00 00 70 09 f7 ff    a8 10 00 00 a0 0b f7 ff f8 10 00 00 10 0d f7 ff  | ............p................... | 
| a4b60 |  24 11 00 00 a0 0d f7 ff 38 11 00 00 90 0f f7 ff    bc 11 00 00 e0 10 f7 ff 08 12 00 00 80 1a f7 ff  | $.......8....................... | 
| a4b80 |  70 12 00 00 e0 1d f7 ff 10 13 00 00 80 22 f7 ff    bc 13 00 00 20 27 f7 ff 68 14 00 00 e0 29 f7 ff  | p............".......'..h....).. | 
| a4ba0 |  04 15 00 00 60 31 f7 ff e4 15 00 00 b0 35 f7 ff    a0 16 00 00 60 38 f7 ff 3c 17 00 00 10 3b f7 ff  | ....`1.......5......`8..<....;.. | 
| a4bc0 |  d8 17 00 00 70 3e f7 ff 78 18 00 00 50 42 f7 ff    d0 18 00 00 e0 44 f7 ff 44 19 00 00 10 49 f7 ff  | ....p>..x...PB.......D..D....I.. | 
| a4be0 |  d0 19 00 00 f0 4b f7 ff 50 1a 00 00 a0 4f f7 ff    b4 1a 00 00 e0 52 f7 ff 18 1b 00 00 00 5a f7 ff  | .....K..P....O.......R.......Z.. | 
| a4c00 |  e8 1b 00 00 20 61 f7 ff b8 1c 00 00 40 68 f7 ff    88 1d 00 00 60 6f f7 ff 58 1e 00 00 80 76 f7 ff  | .....a......@h......`o..X....v.. | 
| a4c20 |  28 1f 00 00 40 7d f7 ff 8c 1f 00 00 c0 8c f7 ff    e8 1f 00 00 f0 92 f7 ff 34 20 00 00 20 99 f7 ff  | (...@}..................4....... | 
| a4c40 |  80 20 00 00 10 a2 f7 ff 00 21 00 00 20 a2 f7 ff    14 21 00 00 30 a2 f7 ff 28 21 00 00 10 a4 f7 ff  | .........!.......!..0...(!...... | 
| a4c60 |  b8 21 00 00 70 ba f7 ff 18 22 00 00 40 c0 f7 ff    bc 22 00 00 10 c6 f7 ff 60 23 00 00 e0 cb f7 ff  | .!..p...."..@...."......`#...... | 
| a4c80 |  04 24 00 00 b0 d1 f7 ff a8 24 00 00 80 d7 f7 ff    4c 25 00 00 50 dd f7 ff f0 25 00 00 70 df f7 ff  | .$.......$......L%..P....%..p... | 
| a4ca0 |  34 26 00 00 d0 df f7 ff 68 26 00 00 c0 10 f8 ff    e0 27 00 00 e0 11 f8 ff 24 28 00 00 90 15 f8 ff  | 4&......h&.......'......$(...... | 
| a4cc0 |  70 28 00 00 40 19 f8 ff bc 28 00 00 00 1d f8 ff    20 29 00 00 40 23 f8 ff 64 29 00 00 70 29 f8 ff  | p(..@....(.......)..@#..d)..p).. | 
| a4ce0 |  08 2a 00 00 a0 2f f8 ff ac 2a 00 00 d0 35 f8 ff    50 2b 00 00 80 39 f8 ff e0 2b 00 00 20 41 f8 ff  | .*.../...*...5..P+...9...+...A.. | 
| a4d00 |  b0 2c 00 00 d0 47 f8 ff 3c 2d 00 00 b0 5c f8 ff    9c 2d 00 00 50 65 f8 ff f8 2d 00 00 00 71 f8 ff  | .,...G..<-...\...-..Pe...-...q.. | 
| a4d20 |  50 2e 00 00 e0 85 f8 ff b0 2e 00 00 10 96 f8 ff    10 2f 00 00 40 d8 f8 ff 80 2f 00 00 00 f3 f8 ff  | P................/..@..../...... | 
| a4d40 |  38 30 00 00 80 14 f9 ff 94 30 00 00 b0 22 f9 ff    f4 30 00 00 f0 ec f9 ff 54 31 00 00 d0 10 fa ff  | 80.......0..."...0......T1...... | 
| a4d60 |  28 32 00 00 e0 30 fa ff fc 32 00 00 40 4b fa ff    5c 33 00 00 40 52 fa ff 18 34 00 00 90 78 fa ff  | (2...0...2..@K..\3..@R...4...x.. | 
| a4d80 |  88 34 00 00 90 7f fa ff 44 35 00 00 90 86 fa ff    00 36 00 00 20 ac fa ff 00 37 00 00 90 d0 fa ff  | .4......D5.......6.......7...... | 
| a4da0 |  88 37 00 00 20 d2 fa ff b4 37 00 00 50 d2 fa ff    cc 37 00 00 60 d2 fa ff e0 37 00 00 b0 d2 fa ff  | .7.......7..P....7..`....7...... | 
| a4dc0 |  1c 38 00 00 10 d3 fa ff 58 38 00 00 30 d4 fa ff    a4 38 00 00 a0 d5 fa ff fc 38 00 00 d0 d6 fa ff  | .8......X8..0....8.......8...... | 
| a4de0 |  54 39 00 00 40 d8 fa ff a0 39 00 00 b0 d8 fa ff    dc 39 00 00 30 d9 fa ff 1c 3a 00 00 c0 da fa ff  | T9..@....9.......9..0....:...... | 
| a4e00 |  68 3a 00 00 10 dd fa ff a0 3a 00 00 60 dd fa ff    dc 3a 00 00 20 df fa ff 28 3b 00 00 70 df fa ff  | h:.......:..`....:......(;..p... | 
| a4e20 |  64 3b 00 00 b0 df fa ff 78 3b 00 00 70 e2 fa ff    c4 3b 00 00 90 e2 fa ff dc 3b 00 00 b0 e2 fa ff  | d;......x;..p....;.......;...... | 
| a4e40 |  f4 3b 00 00 d0 e2 fa ff 0c 3c 00 00 e0 e2 fa ff    20 3c 00 00 20 e3 fa ff 34 3c 00 00 50 e3 fa ff  | .;.......<.......<......4<..P... | 
| a4e60 |  4c 3c 00 00 90 e4 fa ff 80 3c 00 00 c0 e4 fa ff    98 3c 00 00 30 e5 fa ff bc 3c 00 00 50 e5 fa ff  | L<.......<.......<..0....<..P... | 
| a4e80 |  d4 3c 00 00 10 e8 fa ff 0c 3d 00 00 60 e8 fa ff    30 3d 00 00 70 e9 fa ff 54 3d 00 00 a0 e9 fa ff  | .<.......=..`...0=..p...T=...... | 
| a4ea0 |  74 3d 00 00 c0 ea fa ff 98 3d 00 00 20 ec fa ff    c8 3d 00 00 70 ec fa ff e0 3d 00 00 00 ed fa ff  | t=.......=.......=..p....=...... | 
| a4ec0 |  0c 3e 00 00 70 ed fa ff 34 3e 00 00 c0 ed fa ff    54 3e 00 00 f0 ed fa ff 6c 3e 00 00 40 ef fa ff  | .>..p...4>......T>......l>..@... | 
| a4ee0 |  90 3e 00 00 60 f0 fa ff b4 3e 00 00 80 f3 fa ff    00 3f 00 00 00 f4 fa ff 24 3f 00 00 c0 fe fa ff  | .>..`....>.......?......$?...... | 
| a4f00 |  74 3f 00 00 20 01 fb ff c4 3f 00 00 d0 01 fb ff    f8 3f 00 00 d0 03 fb ff 28 40 00 00 00 07 fb ff  | t?.......?.......?......(@...... | 
| a4f20 |  4c 40 00 00 f0 07 fb ff 70 40 00 00 40 0b fb ff    a0 40 00 00 40 0c fb ff c4 40 00 00 a0 0c fb ff  | L@......p@..@....@..@....@...... | 
| a4f40 |  dc 40 00 00 60 0d fb ff f4 40 00 00 a0 0e fb ff    18 41 00 00 00 10 fb ff 44 41 00 00 10 11 fb ff  | .@..`....@.......A......DA...... | 
| a4f60 |  68 41 00 00 c0 11 fb ff 9c 41 00 00 20 13 fb ff    e8 41 00 00 e0 13 fb ff 34 42 00 00 90 15 fb ff  | hA.......A.......A......4B...... | 
| a4f80 |  b0 42 00 00 30 17 fb ff 2c 43 00 00 80 17 fb ff    58 43 00 00 a0 1a fb ff a4 43 00 00 90 1c fb ff  | .B..0...,C......XC.......C...... | 
| a4fa0 |  3c 44 00 00 10 1f fb ff a4 44 00 00 70 21 fb ff    20 45 00 00 f0 21 fb ff 50 45 00 00 90 23 fb ff  | <D.......D..p!...E...!..PE...#.. | 
| a4fc0 |  b8 45 00 00 90 24 fb ff dc 45 00 00 50 27 fb ff    14 46 00 00 80 27 fb ff 28 46 00 00 b0 27 fb ff  | .E...$...E..P'...F...'..(F...'.. | 
| a4fe0 |  40 46 00 00 20 28 fb ff 58 46 00 00 b0 28 fb ff    7c 46 00 00 00 29 fb ff 94 46 00 00 70 29 fb ff  | @F...(..XF...(..|F...)...F..p).. | 
| a5000 |  ac 46 00 00 d0 29 fb ff c4 46 00 00 50 2a fb ff    e8 46 00 00 a0 2a fb ff 04 47 00 00 b0 2d fb ff  | .F...)...F..P*...F...*...G...-.. | 
| a5020 |  3c 47 00 00 80 31 fb ff 60 47 00 00 c0 32 fb ff    84 47 00 00 20 33 fb ff 9c 47 00 00 80 33 fb ff  | <G...1..`G...2...G...3...G...3.. | 
| a5040 |  b8 47 00 00 10 35 fb ff dc 47 00 00 b0 35 fb ff    00 48 00 00 30 36 fb ff 28 48 00 00 e0 38 fb ff  | .G...5...G...5...H..06..(H...8.. | 
| a5060 |  7c 48 00 00 30 3a fb ff a0 48 00 00 70 3a fb ff    b8 48 00 00 00 3b fb ff e4 48 00 00 00 40 fb ff  | |H..0:...H..p:...H...;...H...@.. | 
| a5080 |  30 49 00 00 10 40 fb ff 44 49 00 00 20 40 fb ff    58 49 00 00 90 40 fb ff 70 49 00 00 a0 40 fb ff  | 0I...@..DI...@..XI...@..pI...@.. | 
| a50a0 |  84 49 00 00 40 43 fb ff bc 49 00 00 00 00 00 00    14 00 00 00 00 00 00 00 01 7a 52 00 01 78 10 01  | .I..@C...I...............zR..x.. | 
| a50c0 |  1b 0c 07 08 90 01 00 00 24 00 00 00 1c 00 00 00    50 ff f5 ff d0 08 00 00 00 0e 10 46 0e 18 4a 0f  | ........$.......P..........F..J. | 
| a50e0 |  0b 77 08 80 00 3f 1a 3b 2a 33 24 22 00 00 00 00    10 00 00 00 44 00 00 00 08 e3 f6 ff 25 00 00 00  | .w...?.;*3$"........D.......%... | 
| a5100 |  00 00 00 00 34 00 00 00 58 00 00 00 24 e3 f6 ff    45 00 00 00 00 42 0e 10 8c 02 44 0e 18 86 03 44  | ....4...X...$...E....B....D....D | 
| a5120 |  0e 20 83 04 64 0a 0e 18 47 0e 10 42 0e 08 49 0b    41 0e 18 41 0e 10 42 0e 08 00 00 00 18 00 00 00  | ....d...G..B..I.A..A..B......... | 
| a5140 |  90 00 00 00 3c e3 f6 ff 68 00 00 00 00 44 0e 10    02 48 0a 0e 08 44 0b 00 54 00 00 00 ac 00 00 00  | ....<...h....D...H...D..T....... | 
| a5160 |  90 e3 f6 ff ea 00 00 00 00 42 0e 10 8e 02 42 0e    18 8d 03 42 0e 20 8c 04 44 0e 28 86 05 43 0e 30  | .........B....B....B....D.(..C.0 | 
| a5180 |  83 06 47 0e 40 02 61 0a 0e 30 43 0e 28 41 0e 20    42 0e 18 42 0e 10 42 0e 08 41 0b 02 61 0e 30 41  | ..G.@.a..0C.(A..B..B..B..A..a.0A | 
| a51a0 |  0e 28 41 0e 20 42 0e 18 42 0e 10 42 0e 08 00 00    5c 00 00 00 04 01 00 00 28 e4 f6 ff a7 00 00 00  | .(A..B..B..B....\.......(....... | 
| a51c0 |  00 42 0e 10 8d 02 45 0e 18 8c 03 44 0e 20 86 04    44 0e 28 83 05 44 0e 30 7c 0a 0e 28 44 0e 20 41  | .B....E....D....D.(..D.0|..(D..A | 
| a51e0 |  0e 18 42 0e 10 42 0e 08 48 0b 51 0a 0e 28 44 0e    20 44 0e 18 42 0e 10 42 0e 08 43 0b 44 0a 0e 28  | ..B..B..H.Q..(D..D..B..B..C.D..( | 
| a5200 |  41 0e 20 41 0e 18 42 0e 10 42 0e 08 45 0b 00 00    10 00 00 00 64 01 00 00 78 e4 f6 ff 1d 00 00 00  | A..A..B..B..E.......d...x....... | 
| a5220 |  00 00 00 00 44 00 00 00 78 01 00 00 84 e4 f6 ff    b0 00 00 00 00 42 0e 10 8f 02 46 0e 18 8e 03 42  | ....D...x............B....F....B | 
| a5240 |  0e 20 8d 04 42 0e 28 8c 05 41 0e 30 86 06 41 0e    38 83 07 44 0e 50 02 90 0e 38 44 0e 30 41 0e 28  | ....B.(..A.0..A.8..D.P...8D.0A.( | 
| a5260 |  42 0e 20 42 0e 18 42 0e 10 42 0e 08 10 00 00 00    c0 01 00 00 ec e4 f6 ff 25 00 00 00 00 00 00 00  | B..B..B..B..............%....... | 
| a5280 |  34 00 00 00 d4 01 00 00 08 e5 f6 ff 68 00 00 00    00 41 0e 10 86 02 44 0e 18 83 03 44 0e 20 6d 0a  | 4...........h....A....D....D..m. | 
| a52a0 |  0e 18 43 0e 10 41 0e 08 46 0b 4d 0a 0e 18 43 0e    10 41 0e 08 47 0b 00 00 20 00 00 00 0c 02 00 00  | ..C..A..F.M...C..A..G........... | 
| a52c0 |  40 e5 f6 ff 8c 00 00 00 00 41 0e 10 86 02 02 40    0a 0e 08 47 0b 73 0a 0e 08 45 0b 00 40 00 00 00  | @........A.....@...G.s...E..@... | 
| a52e0 |  30 02 00 00 ac e5 f6 ff cb 01 00 00 00 42 0e 10    8c 02 41 0e 18 86 03 44 0e 20 02 aa 0a 0e 18 44  | 0............B....A....D.......D | 
| a5300 |  0e 10 42 0e 08 49 0b 5f 0a 0e 18 44 0e 10 42 0e    08 4b 0b 60 0a 0e 18 44 0e 10 42 0e 08 4a 0b 00  | ..B..I._...D..B..K.`...D..B..J.. | 
| a5320 |  20 00 00 00 74 02 00 00 38 e7 f6 ff c4 00 00 00    00 41 0e 10 86 02 02 69 0a 0e 08 4e 0b 02 4b 0e  | ....t...8........A.....i...N..K. | 
| a5340 |  08 00 00 00 38 00 00 00 98 02 00 00 a4 05 f6 ff    89 00 00 00 00 42 0e 10 8e 02 45 0e 18 8d 03 48  | ....8................B....E....H | 
| a5360 |  0e 20 8c 04 41 0e 28 86 05 41 0e 30 83 06 02 6d    0e 28 44 0e 20 42 0e 18 42 0e 10 42 0e 08 00 00  | ....A.(..A.0...m.(D..B..B..B.... | 
| a5380 |  44 00 00 00 d4 02 00 00 f1 05 f6 ff fa 00 00 00    00 42 0e 10 8f 02 45 0e 18 8e 03 4c 0e 20 8d 04  | D................B....E....L.... | 
| a53a0 |  45 0e 28 8c 05 41 0e 30 86 06 41 0e 38 83 07 45    0e 40 02 d0 0e 38 41 0e 30 41 0e 28 42 0e 20 42  | E.(..A.0..A.8..E.@...8A.0A.(B..B | 
| a53c0 |  0e 18 42 0e 10 42 0e 08 44 00 00 00 1c 03 00 00    a3 06 f6 ff fa 00 00 00 00 42 0e 10 8f 02 45 0e  | ..B..B..D................B....E. | 
| a53e0 |  18 8e 03 4c 0e 20 8d 04 45 0e 28 8c 05 41 0e 30    86 06 41 0e 38 83 07 45 0e 40 02 d0 0e 38 41 0e  | ...L....E.(..A.0..A.8..E.@...8A. | 
| a5400 |  30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08    38 00 00 00 64 03 00 00 55 07 f6 ff 7a 01 00 00  | 0A.(B..B..B..B..8...d...U...z... | 
| a5420 |  00 42 0e 10 8e 02 42 0e 18 8d 03 45 0e 20 8c 04    41 0e 28 86 05 41 0e 30 03 64 01 0e 28 44 0e 20  | .B....B....E....A.(..A.0.d..(D.. | 
| a5440 |  42 0e 18 42 0e 10 42 0e 08 00 00 00 10 00 00 00    a0 03 00 00 dc e6 f6 ff 63 00 00 00 00 00 00 00  | B..B..B.................c....... | 
| a5460 |  18 00 00 00 b4 03 00 00 38 e7 f6 ff 51 00 00 00    00 44 0e 20 74 0a 0e 08 48 0b 00 00 28 00 00 00  | ........8...Q....D..t...H...(... | 
| a5480 |  d0 03 00 00 7c e7 f6 ff 9d 00 00 00 00 42 0e 10    8c 02 41 0e 18 86 03 47 0e 20 5c 0a 0e 18 44 0e  | ....|........B....A....G..\...D. | 
| a54a0 |  10 42 0e 08 44 0b 00 00 50 00 00 00 fc 03 00 00    37 08 f6 ff 05 01 00 00 00 42 0e 10 8e 02 48 0e  | .B..D...P.......7........B....H. | 
| a54c0 |  18 8d 03 45 0e 20 8c 04 41 0e 28 86 05 44 0e 30    83 06 4a 0e 80 02 02 97 0e 88 02 47 0e 90 02 66  | ...E....A.(..D.0..J........G...f | 
| a54e0 |  0e 88 02 41 0e 80 02 56 0e 30 44 0e 28 41 0e 20    42 0e 18 42 0e 10 42 0e 08 00 00 00 5c 00 00 00  | ...A...V.0D.(A..B..B..B.....\... | 
| a5500 |  50 04 00 00 9c e7 f6 ff 4a 01 00 00 00 42 0e 10    8d 02 42 0e 18 8c 03 44 0e 20 86 04 44 0e 28 83  | P.......J....B....B....D....D.(. | 
| a5520 |  05 44 0e 40 02 5b 0a 0e 28 41 0e 20 41 0e 18 42    0e 10 42 0e 08 47 0b 5e 0a 0e 28 47 0e 20 41 0e  | .D.@.[..(A..A..B..B..G.^..(G..A. | 
| a5540 |  18 42 0e 10 42 0e 08 46 0b 79 0a 0e 28 46 0e 20    41 0e 18 42 0e 10 42 0e 08 44 0b 00 2c 00 00 00  | .B..B..F.y..(F..A..B..B..D..,... | 
| a5560 |  b0 04 00 00 8c e8 f6 ff f9 00 00 00 00 02 5a 0e    10 86 02 49 0e 20 02 50 0a 0e 10 41 0e 08 44 0b  | ..............Z....I...P...A..D. | 
| a5580 |  48 0e 08 c6 60 0e 20 86 02 00 00 00 48 00 00 00    e0 04 00 00 5c e9 f6 ff 84 00 00 00 00 42 0e 10  | H...`.......H.......\........B.. | 
| a55a0 |  8e 02 42 0e 18 8d 03 45 0e 20 8c 04 44 0e 28 86    05 44 0e 30 68 0a 0e 28 4a 0e 20 42 0e 18 42 0e  | ..B....E....D.(..D.0h..(J..B..B. | 
| a55c0 |  10 42 0e 08 47 0b 4f 0a 0e 28 44 0e 20 42 0e 18    42 0e 10 42 0e 08 47 0b 40 00 00 00 2c 05 00 00  | .B..G.O..(D..B..B..B..G.@...,... | 
| a55e0 |  a0 e9 f6 ff a2 01 00 00 00 42 0e 10 8c 02 41 0e    18 86 03 44 0e 20 83 04 44 0e 30 02 a2 0a 0e 20  | .........B....A....D....D.0..... | 
| a5600 |  41 0e 18 41 0e 10 42 0e 08 47 0b 60 0a 0e 20 44    0e 18 41 0e 10 42 0e 08 49 0b 00 00 74 00 00 00  | A..A..B..G.`...D..A..B..I...t... | 
| a5620 |  70 05 00 00 c8 07 f6 ff d0 00 00 00 00 42 0e 10    8f 02 45 0e 18 8e 03 47 0e 20 8d 04 4c 0e 28 8c  | p............B....E....G....L.(. | 
| a5640 |  05 44 0e 30 86 06 41 0e 38 83 07 46 0e 50 58 0e    58 4f 0e 60 4d 0e 68 47 0e 70 47 0e 78 47 0e 80  | .D.0..A.8..F.PX.XO.`M.hG.pG.xG.. | 
| a5660 |  01 47 0e 88 01 47 0e 90 01 47 0e 98 01 47 0e a0    01 4a 0e a8 01 45 0e b0 01 49 0e 50 60 0e 38 44  | .G...G...G...G...J...E...I.P`.8D | 
| a5680 |  0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e    08 00 00 00 28 00 00 00 e8 05 00 00 20 08 f6 ff  | .0A.(B..B..B..B.....(........... | 
| a56a0 |  14 79 00 00 00 41 0e 10 86 02 4f 0e 18 83 03 47    0e 80 8c 01 03 f8 78 0e 18 43 0e 10 41 0e 08 00  | .y...A....O....G......x..C..A... | 
| a56c0 |  1c 00 00 00 14 06 00 00 68 ea f6 ff 6b 00 00 00    00 41 0e 10 83 02 77 0a 0e 08 48 0b 6a 0e 08 00  | ........h...k....A....w...H.j... | 
| a56e0 |  24 00 00 00 34 06 00 00 e8 80 f6 ff 6e 00 00 00    00 42 0e 10 8c 02 44 0e 18 86 03 41 0e 20 02 63  | $...4.......n....B....D....A...c | 
| a5700 |  0e 18 41 0e 10 42 0e 08 10 00 00 00 5c 06 00 00    90 ea f6 ff 17 00 00 00 00 00 00 00 38 00 00 00  | ..A..B......\...............8... | 
| a5720 |  70 06 00 00 9c ea f6 ff 06 02 00 00 00 42 0e 10    8c 02 44 0e 18 83 03 44 0e 30 03 0b 01 0a 0e 18  | p............B....D....D.0...... | 
| a5740 |  41 0e 10 42 0e 08 48 0b 02 75 0a 0e 18 41 0e 10    42 0e 08 48 0b 00 00 00 10 00 00 00 ac 06 00 00  | A..B..H..u...A..B..H............ | 
| a5760 |  70 ec f6 ff e0 00 00 00 00 00 00 00 20 00 00 00    c0 06 00 00 3c ed f6 ff bc 00 00 00 00 44 0e 10  | p...................<........D.. | 
| a5780 |  02 45 0a 0e 08 47 0b 5c 0a 0e 08 44 0b 00 00 00    10 00 00 00 e4 06 00 00 d8 ed f6 ff ac 00 00 00  | .E...G.\...D.................... | 
| a57a0 |  00 00 00 00 34 00 00 00 f8 06 00 00 74 ee f6 ff    8a 00 00 00 00 42 0e 10 8c 02 44 0e 18 86 03 47  | ....4.......t........B....D....G | 
| a57c0 |  0e 20 02 4d 0a 0e 18 41 0e 10 42 0e 08 43 0b 44    0a 0e 18 44 0e 10 42 0e 08 46 0b 00 34 00 00 00  | ...M...A..B..C.D...D..B..F..4... | 
| a57e0 |  30 07 00 00 cc ee f6 ff a7 00 00 00 00 41 0e 10    86 02 41 0e 18 83 03 47 0e 20 02 61 0a 0e 18 43  | 0............A....A....G...a...C | 
| a5800 |  0e 10 41 0e 08 42 0b 69 0a 0e 18 43 0e 10 41 0e    08 43 0b 00 40 00 00 00 68 07 00 00 44 ef f6 ff  | ..A..B.i...C..A..C..@...h...D... | 
| a5820 |  ca 00 00 00 00 42 0e 10 8d 02 45 0e 18 8c 03 44    0e 20 86 04 47 0e 30 02 5e 0a 0e 20 41 0e 18 42  | .....B....E....D....G.0.^...A..B | 
| a5840 |  0e 10 42 0e 08 4b 0b 44 0a 0e 20 44 0e 18 42 0e    10 42 0e 08 4c 0b 00 00 58 00 00 00 ac 07 00 00  | ..B..K.D...D..B..B..L...X....... | 
| a5860 |  d0 ef f6 ff 91 00 00 00 00 42 0e 10 8d 02 45 0e    18 8c 03 44 0e 20 86 04 41 0e 28 83 05 46 0e 30  | .........B....E....D....A.(..F.0 | 
| a5880 |  7e 0a 0e 28 44 0e 20 41 0e 18 42 0e 10 42 0e 08    47 0b 4c 0a 0e 28 44 0e 20 41 0e 18 42 0e 10 42  | ~..(D..A..B..B..G.L..(D..A..B..B | 
| a58a0 |  0e 08 4b 0b 44 0e 28 44 0e 20 44 0e 18 42 0e 10    42 0e 08 00 50 00 00 00 08 08 00 00 14 f0 f6 ff  | ..K.D.(D..D..B..B...P........... | 
| a58c0 |  08 01 00 00 00 42 0e 10 8d 02 42 0e 18 8c 03 41    0e 20 86 04 02 8b 0a 0e 18 42 0e 10 42 0e 08 44  | .....B....B....A.........B..B..D | 
| a58e0 |  0b 44 0a 0e 18 42 0e 10 42 0e 08 48 0b 48 0a 0e    18 49 0e 10 42 0e 08 4d 0b 41 0a 0e 18 45 0e 10  | .D...B..B..H.H...I..B..M.A...E.. | 
| a5900 |  42 0e 08 48 0b 00 00 00 7c 00 00 00 5c 08 00 00    d0 f0 f6 ff 66 02 00 00 00 42 0e 10 8f 02 42 0e  | B..H....|...\.......f....B....B. | 
| a5920 |  18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 41 0e 30    86 06 41 0e 38 83 07 44 0e 50 7a 0a 0e 38 41 0e  | ...B....B.(..A.0..A.8..D.Pz..8A. | 
| a5940 |  30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08    46 0b 03 11 01 0a 0e 38 43 0e 30 41 0e 28 42 0e  | 0A.(B..B..B..B..F......8C.0A.(B. | 
| a5960 |  20 42 0e 18 42 0e 10 42 0e 08 4b 0b 02 79 0a 0e    38 41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10  | .B..B..B..K..y..8A.0A.(B..B..B.. | 
| a5980 |  42 0e 08 45 0b 00 00 00 60 00 00 00 dc 08 00 00    c0 f2 f6 ff c8 01 00 00 00 42 0e 10 8f 02 42 0e  | B..E....`................B....B. | 
| a59a0 |  18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 41 0e 30    86 06 41 0e 38 83 07 47 0e 50 6e 0a 0e 38 41 0e  | ...B....B.(..A.0..A.8..G.Pn..8A. | 
| a59c0 |  30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08    47 0b 02 7d 0a 0e 38 44 0e 30 41 0e 28 42 0e 20  | 0A.(B..B..B..B..G..}..8D.0A.(B.. | 
| a59e0 |  42 0e 18 42 0e 10 42 0e 08 46 0b 00 64 00 00 00    40 09 00 00 2c f4 f6 ff d0 03 00 00 00 42 0e 10  | B..B..B..F..d...@...,........B.. | 
| a5a00 |  8f 02 45 0e 18 8e 03 45 0e 20 8d 04 46 0e 28 8c    05 44 0e 30 86 06 41 0e 38 83 07 44 0e 80 01 03  | ..E....E....F.(..D.0..A.8..D.... | 
| a5a20 |  2b 02 0a 0e 38 46 0e 30 41 0e 28 42 0e 20 42 0e    18 42 0e 10 42 0e 08 4b 0b 03 49 01 0a 0e 38 41  | +...8F.0A.(B..B..B..B..K..I...8A | 
| a5a40 |  0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e    08 41 0b 00 20 00 00 00 a8 09 00 00 94 f7 f6 ff  | .0A.(B..B..B..B..A.............. | 
| a5a60 |  43 01 00 00 00 41 0e 10 83 02 5a 0a 0e 08 45 0b    02 ba 0a 0e 08 41 0b 00 4c 00 00 00 cc 09 00 00  | C....A....Z...E......A..L....... | 
| a5a80 |  c0 f8 f6 ff 27 02 00 00 00 42 0e 10 8d 02 45 0e    18 8c 03 44 0e 20 86 04 44 0e 28 83 05 47 0e 50  | ....'....B....E....D....D.(..G.P | 
| a5aa0 |  03 31 01 0a 0e 28 43 0e 20 41 0e 18 42 0e 10 42    0e 08 41 0b 02 9a 0a 0e 28 46 0e 20 41 0e 18 42  | .1...(C..A..B..B..A.....(F..A..B | 
| a5ac0 |  0e 10 42 0e 08 4b 0b 00 28 00 00 00 1c 0a 00 00    a0 fa f6 ff 6b 01 00 00 00 41 0e 10 86 02 47 0e  | ..B..K..(...........k....A....G. | 
| a5ae0 |  20 02 8b 0a 0e 10 41 0e 08 44 0b 56 0a 0e 10 41    0e 08 41 0b 10 00 00 00 48 0a 00 00 e4 fb f6 ff  | ......A..D.V...A..A.....H....... | 
| a5b00 |  8d 00 00 00 00 00 00 00 80 00 00 00 5c 0a 00 00    60 fc f6 ff e2 01 00 00 00 42 0e 10 8e 02 47 0e  | ............\...`........B....G. | 
| a5b20 |  18 8d 03 45 0e 20 8c 04 44 0e 28 86 05 47 0e 30    02 71 0a 0e 28 44 0e 20 42 0e 18 42 0e 10 42 0e  | ...E....D.(..G.0.q..(D..B..B..B. | 
| a5b40 |  08 44 0b 02 69 0a 0e 28 4c 0e 20 42 0e 18 42 0e    10 42 0e 08 45 0b 44 0a 0e 28 4c 0e 20 42 0e 18  | .D..i..(L..B..B..B..E.D..(L..B.. | 
| a5b60 |  42 0e 10 42 0e 08 4a 0b 02 69 0a 0e 28 44 0e 20    45 0e 18 42 0e 10 42 0e 08 41 0b 5f 0e 28 49 0e  | B..B..J..i..(D..E..B..B..A._.(I. | 
| a5b80 |  20 42 0e 18 42 0e 10 42 0e 08 00 00 48 00 00 00    e0 0a 00 00 cc fd f6 ff 46 01 00 00 00 42 0e 10  | .B..B..B....H...........F....B.. | 
| a5ba0 |  8f 02 42 0e 18 8e 03 42 0e 20 8d 04 45 0e 28 8c    05 41 0e 30 86 06 44 0e 38 83 07 44 0e 40 5e 0a  | ..B....B....E.(..A.0..D.8..D.@^. | 
| a5bc0 |  0e 38 44 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e    10 42 0e 08 41 0b 00 00 64 00 00 00 2c 0b 00 00  | .8D.0A.(B..B..B..B..A...d...,... | 
| a5be0 |  d0 fe f6 ff 93 09 00 00 00 42 0e 10 8f 02 42 0e    18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30  | .........B....B....B....B.(..D.0 | 
| a5c00 |  86 06 41 0e 38 83 07 46 0e 70 03 2d 02 0a 0e 38    41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42  | ..A.8..F.p.-...8A.0A.(B..B..B..B | 
| a5c20 |  0e 08 46 0b 03 71 01 0a 0e 38 41 0e 30 41 0e 28    42 0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b 00 00  | ..F..q...8A.0A.(B..B..B..B..E... | 
| a5c40 |  9c 00 00 00 94 0b 00 00 08 08 f7 ff 58 03 00 00    00 42 0e 10 8f 02 49 0e 18 8e 03 42 0e 20 8d 04  | ............X....B....I....B.... | 
| a5c60 |  42 0e 28 8c 05 41 0e 30 86 06 44 0e 38 83 07 47    0e 80 01 02 81 0e 88 01 4c 0e 90 01 60 0e 88 01  | B.(..A.0..D.8..G........L...`... | 
| a5c80 |  46 0e 80 01 5e 0a 0e 38 41 0e 30 41 0e 28 42 0e    20 42 0e 18 42 0e 10 42 0e 08 4a 0b 7f 0e 88 01  | F...^..8A.0A.(B..B..B..B..J..... | 
| a5ca0 |  4d 0e 90 01 52 0e 98 01 41 0e a0 01 41 0e a8 01    42 0e b0 01 41 0e b8 01 44 0e c0 01 42 0e c8 01  | M...R...A...A...B...A...D...B... | 
| a5cc0 |  46 0e d0 01 4a 0e 80 01 79 0a 0e 38 41 0e 30 41    0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 44 0b  | F...J...y..8A.0A.(B..B..B..B..D. | 
| a5ce0 |  a8 00 00 00 34 0c 00 00 c8 0a f7 ff 98 04 00 00    00 42 0e 10 8e 02 49 0e 18 8d 03 47 0e 20 8c 04  | ....4............B....I....G.... | 
| a5d00 |  41 0e 28 86 05 4f 0e 30 83 06 50 0e 80 01 03 3d    01 0e 88 01 52 0e 90 01 45 0e 98 01 46 0e a0 01  | A.(..O.0..P....=....R...E...F... | 
| a5d20 |  46 0e a8 01 42 0e b0 01 46 0e b8 01 41 0e c0 01    45 0e c8 01 46 0e d0 01 4a 0e 80 01 63 0a 0e 30  | F...B...F...A...E...F...J...c..0 | 
| a5d40 |  41 0e 28 41 0e 20 42 0e 18 42 0e 10 42 0e 08 45    0b 02 a1 0e 88 01 56 0e 90 01 52 0e 88 01 46 0e  | A.(A..B..B..B..E......V...R...F. | 
| a5d60 |  80 01 5c 0a 0e 30 43 0e 28 41 0e 20 42 0e 18 42    0e 10 42 0e 08 4b 0b 66 0a 0e 30 41 0e 28 41 0e  | ..\..0C.(A..B..B..B..K.f..0A.(A. | 
| a5d80 |  20 42 0e 18 42 0e 10 42 0e 08 42 0b a8 00 00 00    e0 0c 00 00 bc 0e f7 ff 98 04 00 00 00 42 0e 10  | .B..B..B..B..................B.. | 
| a5da0 |  8e 02 49 0e 18 8d 03 47 0e 20 8c 04 41 0e 28 86    05 51 0e 30 83 06 50 0e 80 01 03 3b 01 0e 88 01  | ..I....G....A.(..Q.0..P....;.... | 
| a5dc0 |  52 0e 90 01 45 0e 98 01 46 0e a0 01 46 0e a8 01    42 0e b0 01 46 0e b8 01 41 0e c0 01 45 0e c8 01  | R...E...F...F...B...F...A...E... | 
| a5de0 |  46 0e d0 01 4a 0e 80 01 63 0a 0e 30 41 0e 28 41    0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b 02 a1 0e  | F...J...c..0A.(A..B..B..B..E.... | 
| a5e00 |  88 01 56 0e 90 01 52 0e 88 01 46 0e 80 01 5c 0a    0e 30 43 0e 28 41 0e 20 42 0e 18 42 0e 10 42 0e  | ..V...R...F...\..0C.(A..B..B..B. | 
| a5e20 |  08 4b 0b 66 0a 0e 30 41 0e 28 41 0e 20 42 0e 18    42 0e 10 42 0e 08 42 0b 98 00 00 00 8c 0d 00 00  | .K.f..0A.(A..B..B..B..B......... | 
| a5e40 |  b0 12 f7 ff b4 02 00 00 00 42 0e 10 8f 02 49 0e    18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 41 0e 30  | .........B....I....B....B.(..A.0 | 
| a5e60 |  86 06 44 0e 38 83 07 47 0e 70 02 6a 0e 78 5a 0e    80 01 42 0e 88 01 48 0e 90 01 42 0e 98 01 42 0e  | ..D.8..G.p.j.xZ...B...H...B...B. | 
| a5e80 |  a0 01 41 0e a8 01 42 0e b0 01 42 0e b8 01 41 0e    c0 01 4a 0e 70 79 0a 0e 38 41 0e 30 41 0e 28 42  | ..A...B...B...A...J.py..8A.0A.(B | 
| a5ea0 |  0e 20 42 0e 18 42 0e 10 42 0e 08 48 0b 02 4c 0e    78 48 0e 80 01 59 0e 78 46 0e 70 5e 0a 0e 38 41  | ..B..B..B..H..L.xH...Y.xF.p^..8A | 
| a5ec0 |  0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e    08 45 0b 00 dc 00 00 00 28 0e 00 00 d4 14 f7 ff  | .0A.(B..B..B..B..E......(....... | 
| a5ee0 |  7b 07 00 00 00 42 0e 10 8f 02 49 0e 18 8e 03 45    0e 20 8d 04 42 0e 28 8c 05 44 0e 30 86 06 41 0e  | {....B....I....E....B.(..D.0..A. | 
| a5f00 |  38 83 07 44 0e b0 01 03 ef 01 0e b8 01 46 0e c0    01 4d 0e c8 01 4c 0e d0 01 41 0e d8 01 45 0e e0  | 8..D.........F...M...L...A...E.. | 
| a5f20 |  01 46 0e e8 01 41 0e f0 01 45 0e f8 01 46 0e 80    02 4a 0e b0 01 63 0a 0e 38 41 0e 30 41 0e 28 42  | .F...A...E...F...J...c..8A.0A.(B | 
| a5f40 |  0e 20 42 0e 18 42 0e 10 42 0e 08 48 0b 7a 0e b8    01 57 0e c0 01 52 0e b8 01 46 0e b0 01 5c 0a 0e  | ..B..B..B..H.z...W...R...F...\.. | 
| a5f60 |  38 43 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10    42 0e 08 47 0b 02 94 0a 0e 38 41 0e 30 41 0e 28  | 8C.0A.(B..B..B..B..G.....8A.0A.( | 
| a5f80 |  42 0e 20 42 0e 18 42 0e 10 42 0e 08 4a 0b 03 47    01 0e b8 01 57 0e c0 01 5f 0e b8 01 41 0e b0 01  | B..B..B..B..J..G....W..._...A... | 
| a5fa0 |  02 f8 0e b8 01 56 0e c0 01 60 0e b8 01 47 0e b0    01 00 00 00 b8 00 00 00 08 0f 00 00 74 1b f7 ff  | .....V...`...G..............t... | 
| a5fc0 |  48 04 00 00 00 42 0e 10 8f 02 49 0e 18 8e 03 47    0e 20 8d 04 42 0e 28 8c 05 41 0e 30 86 06 4e 0e  | H....B....I....G....B.(..A.0..N. | 
| a5fe0 |  38 83 07 50 0e 90 01 02 9e 0e 98 01 4c 0e a0 01    4f 0e a8 01 46 0e b0 01 46 0e b8 01 42 0e c0 01  | 8..P........L...O...F...F...B... | 
| a6000 |  46 0e c8 01 41 0e d0 01 42 0e d8 01 46 0e e0 01    4a 0e 90 01 63 0a 0e 38 41 0e 30 41 0e 28 42 0e  | F...A...B...F...J...c..8A.0A.(B. | 
| a6020 |  20 42 0e 18 42 0e 10 42 0e 08 48 0b 03 00 01 0e    98 01 56 0e a0 01 4b 0e 98 01 46 0e 90 01 5c 0a  | .B..B..B..H.......V...K...F...\. | 
| a6040 |  0e 38 43 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e    10 42 0e 08 49 0b 02 9e 0a 0e 38 41 0e 30 41 0e  | .8C.0A.(B..B..B..B..I.....8A.0A. | 
| a6060 |  28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 48 0b 00    98 00 00 00 c4 0f 00 00 08 1f f7 ff a4 02 00 00  | (B..B..B..B..H.................. | 
| a6080 |  00 42 0e 10 8f 02 49 0e 18 8e 03 42 0e 20 8d 04    42 0e 28 8c 05 44 0e 30 86 06 41 0e 38 83 07 47  | .B....I....B....B.(..D.0..A.8..G | 
| a60a0 |  0e 70 02 6b 0e 78 4c 0e 80 01 4c 0e 88 01 41 0e    90 01 41 0e 98 01 42 0e a0 01 41 0e a8 01 41 0e  | .p.k.xL...L...A...A...B...A...A. | 
| a60c0 |  b0 01 42 0e b8 01 41 0e c0 01 4a 0e 70 79 0a 0e    38 41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10  | ..B...A...J.py..8A.0A.(B..B..B.. | 
| a60e0 |  42 0e 08 44 0b 02 4c 0e 78 48 0e 80 01 59 0e 78    46 0e 70 5e 0a 0e 38 41 0e 30 41 0e 28 42 0e 20  | B..D..L.xH...Y.xF.p^..8A.0A.(B.. | 
| a6100 |  42 0e 18 42 0e 10 42 0e 08 45 0b 00 98 00 00 00    60 10 00 00 1c 21 f7 ff a4 02 00 00 00 42 0e 10  | B..B..B..E......`....!.......B.. | 
| a6120 |  8f 02 49 0e 18 8e 03 42 0e 20 8d 04 42 0e 28 8c    05 44 0e 30 86 06 41 0e 38 83 07 47 0e 70 02 6b  | ..I....B....B.(..D.0..A.8..G.p.k | 
| a6140 |  0e 78 4c 0e 80 01 4c 0e 88 01 41 0e 90 01 41 0e    98 01 42 0e a0 01 41 0e a8 01 41 0e b0 01 42 0e  | .xL...L...A...A...B...A...A...B. | 
| a6160 |  b8 01 41 0e c0 01 4a 0e 70 79 0a 0e 38 41 0e 30    41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 44  | ..A...J.py..8A.0A.(B..B..B..B..D | 
| a6180 |  0b 02 4c 0e 78 48 0e 80 01 59 0e 78 46 0e 70 5e    0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18 42  | ..L.xH...Y.xF.p^..8A.0A.(B..B..B | 
| a61a0 |  0e 10 42 0e 08 45 0b 00 9c 00 00 00 fc 10 00 00    30 23 f7 ff 58 03 00 00 00 42 0e 10 8f 02 49 0e  | ..B..E..........0#..X....B....I. | 
| a61c0 |  18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 41 0e 30    86 06 44 0e 38 83 07 47 0e 80 01 02 81 0e 88 01  | ...B....B.(..A.0..D.8..G........ | 
| a61e0 |  4c 0e 90 01 60 0e 88 01 46 0e 80 01 5e 0a 0e 38    41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42  | L...`...F...^..8A.0A.(B..B..B..B | 
| a6200 |  0e 08 4a 0b 7f 0e 88 01 4d 0e 90 01 52 0e 98 01    41 0e a0 01 41 0e a8 01 42 0e b0 01 41 0e b8 01  | ..J.....M...R...A...A...B...A... | 
| a6220 |  44 0e c0 01 42 0e c8 01 46 0e d0 01 4a 0e 80 01    79 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18  | D...B...F...J...y..8A.0A.(B..B.. | 
| a6240 |  42 0e 10 42 0e 08 44 0b 54 00 00 00 9c 11 00 00    f0 25 f7 ff d8 03 00 00 00 42 0e 10 8f 02 49 0e  | B..B..D.T........%.......B....I. | 
| a6260 |  18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30    86 06 41 0e 38 83 07 47 0e 60 03 81 01 0e 68 48  | ...B....B.(..D.0..A.8..G.`....hH | 
| a6280 |  0e 70 59 0e 68 46 0e 60 5f 0a 0e 38 44 0e 30 41    0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 41 0b  | .pY.hF.`_..8D.0A.(B..B..B..B..A. | 
| a62a0 |  70 00 00 00 f4 11 00 00 78 29 f7 ff 84 02 00 00    00 42 0e 10 8f 02 49 0e 18 8e 03 42 0e 20 8d 04  | p.......x).......B....I....B.... | 
| a62c0 |  42 0e 28 8c 05 41 0e 30 86 06 44 0e 38 83 07 47    0e 70 02 b6 0a 0e 38 41 0e 30 41 0e 28 42 0e 20  | B.(..A.0..D.8..G.p....8A.0A.(B.. | 
| a62e0 |  42 0e 18 42 0e 10 42 0e 08 45 0b 02 4c 0e 78 48    0e 80 01 59 0e 78 46 0e 70 5e 0a 0e 38 41 0e 30  | B..B..B..E..L.xH...Y.xF.p^..8A.0 | 
| a6300 |  41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 45    0b 00 00 00 88 00 00 00 68 12 00 00 94 2b f7 ff  | A.(B..B..B..B..E........h....+.. | 
| a6320 |  22 04 00 00 00 42 0e 10 8f 02 49 0e 18 8e 03 42    0e 20 8d 04 45 0e 28 8c 05 41 0e 30 86 06 44 0e  | "....B....I....B....E.(..A.0..D. | 
| a6340 |  38 83 07 44 0e 60 03 6e 01 0a 0e 38 41 0e 30 41    0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b  | 8..D.`.n...8A.0A.(B..B..B..B..E. | 
| a6360 |  44 0e 68 56 0e 70 5f 0e 68 46 0e 60 5e 0a 0e 38    41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42  | D.hV.p_.hF.`^..8A.0A.(B..B..B..B | 
| a6380 |  0e 08 41 0b 03 47 01 0a 0e 38 43 0e 30 41 0e 28    42 0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b 00 00  | ..A..G...8C.0A.(B..B..B..B..E... | 
| a63a0 |  7c 00 00 00 f4 12 00 00 38 2f f7 ff d3 02 00 00    00 42 0e 10 8e 02 42 0e 18 8d 03 42 0e 20 8c 04  | |.......8/.......B....B....B.... | 
| a63c0 |  41 0e 28 86 05 44 0e 30 02 e4 0a 0e 28 44 0e 20    42 0e 18 42 0e 10 42 0e 08 47 0b 02 71 0a 0e 28  | A.(..D.0....(D..B..B..B..G..q..( | 
| a63e0 |  44 0e 20 45 0e 18 42 0e 10 42 0e 08 42 0b 5c 0a    0e 28 44 0e 20 42 0e 18 42 0e 10 42 0e 08 4a 0b  | D..E..B..B..B.\..(D..B..B..B..J. | 
| a6400 |  74 0e 38 4e 0e 40 67 0e 38 41 0e 30 47 0a 0e 28    41 0e 20 42 0e 18 42 0e 10 42 0e 08 48 0b 00 00  | t.8N.@g.8A.0G..(A..B..B..B..H... | 
| a6420 |  60 00 00 00 74 13 00 00 98 31 f7 ff af 03 00 00    00 42 0e 10 8e 02 42 0e 18 8d 03 42 0e 20 8c 04  | `...t....1.......B....B....B.... | 
| a6440 |  44 0e 28 86 05 44 0e 30 03 ab 01 0a 0e 28 44 0e    20 42 0e 18 42 0e 10 42 0e 08 45 0b 02 a4 0a 0e  | D.(..D.0.....(D..B..B..B..E..... | 
| a6460 |  28 44 0e 20 42 0e 18 42 0e 10 42 0e 08 4a 0b 02    55 0a 0e 28 44 0e 20 42 0e 18 42 0e 10 42 0e 08  | (D..B..B..B..J..U..(D..B..B..B.. | 
| a6480 |  41 0b 00 00 60 00 00 00 d8 13 00 00 e4 34 f7 ff    3e 03 00 00 00 42 0e 10 8d 02 42 0e 18 8c 03 41  | A...`........4..>....B....B....A | 
| a64a0 |  0e 20 86 04 44 0e 28 83 05 47 0e 40 03 41 01 0a    0e 28 41 0e 20 41 0e 18 42 0e 10 42 0e 08 49 0b  | ....D.(..G.@.A...(A..A..B..B..I. | 
| a64c0 |  76 0a 0e 28 41 0e 20 41 0e 18 42 0e 10 42 0e 08    44 0b 02 42 0a 0e 28 43 0e 20 41 0e 18 42 0e 10  | v..(A..A..B..B..D..B..(C..A..B.. | 
| a64e0 |  42 0e 08 46 0b 00 00 00 cc 00 00 00 3c 14 00 00    c0 37 f7 ff 1a 07 00 00 00 42 0e 10 8f 02 4d 0e  | B..F........<....7.......B....M. | 
| a6500 |  18 8e 03 47 0e 20 8d 04 52 0e 28 8c 05 44 0e 30    86 06 41 0e 38 83 07 44 0e a0 01 03 34 01 0e a8  | ...G....R.(..D.0..A.8..D....4... | 
| a6520 |  01 50 0e b0 01 48 0e b8 01 46 0e c0 01 46 0e c8    01 42 0e d0 01 46 0e d8 01 41 0e e0 01 45 0e e8  | .P...H...F...F...B...F...A...E.. | 
| a6540 |  01 46 0e f0 01 4a 0e a0 01 63 0a 0e 38 41 0e 30    41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 44  | .F...J...c..8A.0A.(B..B..B..B..D | 
| a6560 |  0b 02 91 0e a8 01 57 0e b0 01 52 0e a8 01 46 0e    a0 01 5c 0a 0e 38 43 0e 30 41 0e 28 42 0e 20 42  | ......W...R...F...\..8C.0A.(B..B | 
| a6580 |  0e 18 42 0e 10 42 0e 08 48 0b 02 7c 0a 0e 38 41    0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e  | ..B..B..H..|..8A.0A.(B..B..B..B. | 
| a65a0 |  08 42 0b 03 5a 01 0e a8 01 57 0e b0 01 5f 0e a8    01 41 0e a0 01 00 00 00 cc 00 00 00 0c 15 00 00  | .B..Z....W..._...A.............. | 
| a65c0 |  10 3e f7 ff 1a 07 00 00 00 42 0e 10 8f 02 4d 0e    18 8e 03 47 0e 20 8d 04 4f 0e 28 8c 05 44 0e 30  | .>.......B....M....G....O.(..D.0 | 
| a65e0 |  86 06 41 0e 38 83 07 44 0e a0 01 03 37 01 0e a8    01 50 0e b0 01 48 0e b8 01 46 0e c0 01 46 0e c8  | ..A.8..D....7....P...H...F...F.. | 
| a6600 |  01 42 0e d0 01 46 0e d8 01 41 0e e0 01 45 0e e8    01 46 0e f0 01 4a 0e a0 01 63 0a 0e 38 41 0e 30  | .B...F...A...E...F...J...c..8A.0 | 
| a6620 |  41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 44    0b 02 91 0e a8 01 57 0e b0 01 52 0e a8 01 46 0e  | A.(B..B..B..B..D......W...R...F. | 
| a6640 |  a0 01 5c 0a 0e 38 43 0e 30 41 0e 28 42 0e 20 42    0e 18 42 0e 10 42 0e 08 48 0b 02 7c 0a 0e 38 41  | ..\..8C.0A.(B..B..B..B..H..|..8A | 
| a6660 |  0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e    08 42 0b 03 5a 01 0e a8 01 57 0e b0 01 5f 0e a8  | .0A.(B..B..B..B..B..Z....W..._.. | 
| a6680 |  01 41 0e a0 01 00 00 00 cc 00 00 00 dc 15 00 00    60 44 f7 ff 1a 07 00 00 00 42 0e 10 8f 02 4d 0e  | .A..............`D.......B....M. | 
| a66a0 |  18 8e 03 47 0e 20 8d 04 52 0e 28 8c 05 44 0e 30    86 06 41 0e 38 83 07 44 0e a0 01 03 34 01 0e a8  | ...G....R.(..D.0..A.8..D....4... | 
| a66c0 |  01 50 0e b0 01 48 0e b8 01 46 0e c0 01 46 0e c8    01 42 0e d0 01 46 0e d8 01 41 0e e0 01 45 0e e8  | .P...H...F...F...B...F...A...E.. | 
| a66e0 |  01 46 0e f0 01 4a 0e a0 01 63 0a 0e 38 41 0e 30    41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 44  | .F...J...c..8A.0A.(B..B..B..B..D | 
| a6700 |  0b 02 91 0e a8 01 57 0e b0 01 52 0e a8 01 46 0e    a0 01 5c 0a 0e 38 43 0e 30 41 0e 28 42 0e 20 42  | ......W...R...F...\..8C.0A.(B..B | 
| a6720 |  0e 18 42 0e 10 42 0e 08 48 0b 02 7c 0a 0e 38 41    0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e  | ..B..B..H..|..8A.0A.(B..B..B..B. | 
| a6740 |  08 42 0b 03 5a 01 0e a8 01 57 0e b0 01 5f 0e a8    01 41 0e a0 01 00 00 00 cc 00 00 00 ac 16 00 00  | .B..Z....W..._...A.............. | 
| a6760 |  b0 4a f7 ff 1a 07 00 00 00 42 0e 10 8f 02 4d 0e    18 8e 03 47 0e 20 8d 04 52 0e 28 8c 05 44 0e 30  | .J.......B....M....G....R.(..D.0 | 
| a6780 |  86 06 41 0e 38 83 07 44 0e a0 01 03 34 01 0e a8    01 50 0e b0 01 48 0e b8 01 46 0e c0 01 46 0e c8  | ..A.8..D....4....P...H...F...F.. | 
| a67a0 |  01 42 0e d0 01 46 0e d8 01 41 0e e0 01 45 0e e8    01 46 0e f0 01 4a 0e a0 01 63 0a 0e 38 41 0e 30  | .B...F...A...E...F...J...c..8A.0 | 
| a67c0 |  41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 44    0b 02 91 0e a8 01 57 0e b0 01 52 0e a8 01 46 0e  | A.(B..B..B..B..D......W...R...F. | 
| a67e0 |  a0 01 5c 0a 0e 38 43 0e 30 41 0e 28 42 0e 20 42    0e 18 42 0e 10 42 0e 08 48 0b 02 7c 0a 0e 38 41  | ..\..8C.0A.(B..B..B..B..H..|..8A | 
| a6800 |  0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e    08 42 0b 03 5a 01 0e a8 01 57 0e b0 01 5f 0e a8  | .0A.(B..B..B..B..B..Z....W..._.. | 
| a6820 |  01 41 0e a0 01 00 00 00 cc 00 00 00 7c 17 00 00    00 51 f7 ff 1a 07 00 00 00 42 0e 10 8f 02 4d 0e  | .A..........|....Q.......B....M. | 
| a6840 |  18 8e 03 47 0e 20 8d 04 52 0e 28 8c 05 44 0e 30    86 06 41 0e 38 83 07 44 0e a0 01 03 34 01 0e a8  | ...G....R.(..D.0..A.8..D....4... | 
| a6860 |  01 50 0e b0 01 48 0e b8 01 46 0e c0 01 46 0e c8    01 42 0e d0 01 46 0e d8 01 41 0e e0 01 45 0e e8  | .P...H...F...F...B...F...A...E.. | 
| a6880 |  01 46 0e f0 01 4a 0e a0 01 63 0a 0e 38 41 0e 30    41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 44  | .F...J...c..8A.0A.(B..B..B..B..D | 
| a68a0 |  0b 02 91 0e a8 01 57 0e b0 01 52 0e a8 01 46 0e    a0 01 5c 0a 0e 38 43 0e 30 41 0e 28 42 0e 20 42  | ......W...R...F...\..8C.0A.(B..B | 
| a68c0 |  0e 18 42 0e 10 42 0e 08 48 0b 02 7c 0a 0e 38 41    0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e  | ..B..B..H..|..8A.0A.(B..B..B..B. | 
| a68e0 |  08 42 0b 03 5a 01 0e a8 01 57 0e b0 01 5f 0e a8    01 41 0e a0 01 00 00 00 60 00 00 00 4c 18 00 00  | .B..Z....W..._...A......`...L... | 
| a6900 |  50 57 f7 ff bd 06 00 00 00 42 0e 10 8f 02 42 0e    18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30  | PW.......B....B....B....B.(..D.0 | 
| a6920 |  86 06 44 0e 38 83 07 44 0e 60 5a 0a 0e 38 44 0e    30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08  | ..D.8..D.`Z..8D.0A.(B..B..B..B.. | 
| a6940 |  45 0b 02 c0 0a 0e 38 41 0e 30 41 0e 28 42 0e 20    42 0e 18 42 0e 10 42 0e 08 46 0b 00 58 00 00 00  | E.....8A.0A.(B..B..B..B..F..X... | 
| a6960 |  b0 18 00 00 ac 5d f7 ff 7a 0f 00 00 00 42 0e 10    8f 02 42 0e 18 8e 03 42 0e 20 8d 04 42 0e 28 8c  | .....]..z....B....B....B....B.(. | 
| a6980 |  05 41 0e 30 86 06 41 0e 38 83 07 44 0e 70 03 32    06 0a 0e 38 44 0e 30 41 0e 28 42 0e 20 42 0e 18  | .A.0..A.8..D.p.2...8D.0A.(B..B.. | 
| a69a0 |  42 0e 10 42 0e 08 43 0b 03 04 01 0e 78 4e 0e 80    01 67 0e 78 41 0e 70 00 48 00 00 00 0c 19 00 00  | B..B..C.....xN...g.xA.p.H....... | 
| a69c0 |  d0 6c f7 ff 29 06 00 00 00 42 0e 10 8f 02 42 0e    18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30  | .l..)....B....B....B....B.(..D.0 | 
| a69e0 |  86 06 44 0e 38 83 07 44 0e 50 03 02 02 0a 0e 38    44 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42  | ..D.8..D.P.....8D.0A.(B..B..B..B | 
| a6a00 |  0e 08 45 0b 48 00 00 00 58 19 00 00 b4 72 f7 ff    29 06 00 00 00 42 0e 10 8f 02 42 0e 18 8e 03 42  | ..E.H...X....r..)....B....B....B | 
| a6a20 |  0e 20 8d 04 42 0e 28 8c 05 44 0e 30 86 06 44 0e    38 83 07 44 0e 50 03 02 02 0a 0e 38 44 0e 30 41  | ....B.(..D.0..D.8..D.P.....8D.0A | 
| a6a40 |  0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b    7c 00 00 00 a4 19 00 00 98 78 f7 ff f0 08 00 00  | .(B..B..B..B..E.|........x...... | 
| a6a60 |  00 42 0e 10 8f 02 42 0e 18 8e 03 42 0e 20 8d 04    42 0e 28 8c 05 41 0e 30 86 06 41 0e 38 83 07 47  | .B....B....B....B.(..A.0..A.8..G | 
| a6a80 |  0e 60 03 9a 03 0a 0e 38 41 0e 30 41 0e 28 42 0e    20 42 0e 18 42 0e 10 42 0e 08 4b 0b 03 5e 02 0a  | .`.....8A.0A.(B..B..B..B..K..^.. | 
| a6aa0 |  0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e    10 42 0e 08 48 0b 02 8d 0a 0e 38 43 0e 30 41 0e  | .8A.0A.(B..B..B..B..H.....8C.0A. | 
| a6ac0 |  28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 41 0b 00    10 00 00 00 24 1a 00 00 08 81 f7 ff 05 00 00 00  | (B..B..B..B..A......$........... | 
| a6ae0 |  00 00 00 00 10 00 00 00 38 1a 00 00 04 81 f7 ff    05 00 00 00 00 00 00 00 40 00 00 00 4c 1a 00 00  | ........8...............@...L... | 
| a6b00 |  00 81 f7 ff db 01 00 00 00 62 0e 10 8e 02 42 0e    18 8d 03 42 0e 20 8c 04 41 0e 28 86 05 41 0e 30  | .........b....B....B....A.(..A.0 | 
| a6b20 |  83 06 44 0e 40 53 0a 0e 30 44 0e 28 41 0e 20 42    0e 18 42 0e 10 42 0e 08 46 0b 00 00 48 00 00 00  | ..D.@S..0D.(A..B..B..B..F...H... | 
| a6b40 |  90 1a 00 00 fa 6c f6 ff 14 01 00 00 00 42 0e 10    8e 02 45 0e 18 8d 03 42 0e 20 8c 04 41 0e 28 86  | .....l.......B....E....B....A.(. | 
| a6b60 |  05 41 0e 30 02 e5 0a 0e 28 44 0e 20 44 0e 18 44    0e 10 42 0e 08 45 0b 46 0e 28 44 0e 20 42 0e 18  | .A.0....(D..D..D..B..E.F.(D..B.. | 
| a6b80 |  42 0e 10 42 0e 08 00 00 5c 00 00 00 dc 1a 00 00    50 82 f7 ff 52 16 00 00 00 42 0e 10 8f 02 49 0e  | B..B....\.......P...R....B....I. | 
| a6ba0 |  18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30    86 06 41 0e 38 83 07 47 0e 80 01 03 09 02 0e 88  | ...B....B.(..D.0..A.8..G........ | 
| a6bc0 |  01 57 0e 90 01 5f 0e 88 01 46 0e 80 01 5f 0a 0e    38 44 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10  | .W..._...F..._..8D.0A.(B..B..B.. | 
| a6be0 |  42 0e 08 44 0b 00 00 00 a0 00 00 00 3c 1b 00 00    50 98 f7 ff cb 05 00 00 00 42 0e 10 8f 02 49 0e  | B..D........<...P........B....I. | 
| a6c00 |  18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30    86 06 41 0e 38 83 07 47 0e 90 01 02 95 0e 98 01  | ...B....B.(..D.0..A.8..G........ | 
| a6c20 |  4f 0e a0 01 52 0e 98 01 46 0e 90 01 5e 0a 0e 38    41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42  | O...R...F...^..8A.0A.(B..B..B..B | 
| a6c40 |  0e 08 41 0b 02 6d 0e 98 01 4c 0e a0 01 54 0e a8    01 41 0e b0 01 41 0e b8 01 42 0e c0 01 41 0e c8  | ..A..m...L...T...A...A...B...A.. | 
| a6c60 |  01 44 0e d0 01 42 0e d8 01 46 0e e0 01 4a 0e 90    01 77 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e  | .D...B...F...J...w..8A.0A.(B..B. | 
| a6c80 |  18 42 0e 10 42 0e 08 47 0b 00 00 00 a0 00 00 00    e0 1b 00 00 7c 9d f7 ff cb 05 00 00 00 42 0e 10  | .B..B..G............|........B.. | 
| a6ca0 |  8f 02 49 0e 18 8e 03 42 0e 20 8d 04 42 0e 28 8c    05 44 0e 30 86 06 41 0e 38 83 07 47 0e 90 01 02  | ..I....B....B.(..D.0..A.8..G.... | 
| a6cc0 |  93 0e 98 01 4f 0e a0 01 52 0e 98 01 46 0e 90 01    5e 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18  | ....O...R...F...^..8A.0A.(B..B.. | 
| a6ce0 |  42 0e 10 42 0e 08 43 0b 02 6d 0e 98 01 4c 0e a0    01 54 0e a8 01 41 0e b0 01 41 0e b8 01 42 0e c0  | B..B..C..m...L...T...A...A...B.. | 
| a6d00 |  01 41 0e c8 01 44 0e d0 01 42 0e d8 01 46 0e e0    01 4a 0e 90 01 77 0a 0e 38 41 0e 30 41 0e 28 42  | .A...D...B...F...J...w..8A.0A.(B | 
| a6d20 |  0e 20 42 0e 18 42 0e 10 42 0e 08 47 0b 00 00 00    a0 00 00 00 84 1c 00 00 a8 a2 f7 ff cb 05 00 00  | ..B..B..B..G.................... | 
| a6d40 |  00 42 0e 10 8f 02 49 0e 18 8e 03 42 0e 20 8d 04    42 0e 28 8c 05 44 0e 30 86 06 41 0e 38 83 07 47  | .B....I....B....B.(..D.0..A.8..G | 
| a6d60 |  0e 90 01 02 95 0e 98 01 4f 0e a0 01 52 0e 98 01    46 0e 90 01 5e 0a 0e 38 41 0e 30 41 0e 28 42 0e  | ........O...R...F...^..8A.0A.(B. | 
| a6d80 |  20 42 0e 18 42 0e 10 42 0e 08 41 0b 02 6d 0e 98    01 4c 0e a0 01 54 0e a8 01 41 0e b0 01 41 0e b8  | .B..B..B..A..m...L...T...A...A.. | 
| a6da0 |  01 42 0e c0 01 41 0e c8 01 44 0e d0 01 42 0e d8    01 46 0e e0 01 4a 0e 90 01 77 0a 0e 38 41 0e 30  | .B...A...D...B...F...J...w..8A.0 | 
| a6dc0 |  41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 47    0b 00 00 00 a0 00 00 00 28 1d 00 00 d4 a7 f7 ff  | A.(B..B..B..B..G........(....... | 
| a6de0 |  cb 05 00 00 00 42 0e 10 8f 02 49 0e 18 8e 03 42    0e 20 8d 04 42 0e 28 8c 05 44 0e 30 86 06 41 0e  | .....B....I....B....B.(..D.0..A. | 
| a6e00 |  38 83 07 47 0e 90 01 02 95 0e 98 01 4f 0e a0 01    52 0e 98 01 46 0e 90 01 5e 0a 0e 38 41 0e 30 41  | 8..G........O...R...F...^..8A.0A | 
| a6e20 |  0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 41 0b    02 6d 0e 98 01 4c 0e a0 01 54 0e a8 01 41 0e b0  | .(B..B..B..B..A..m...L...T...A.. | 
| a6e40 |  01 41 0e b8 01 42 0e c0 01 41 0e c8 01 44 0e d0    01 42 0e d8 01 46 0e e0 01 4a 0e 90 01 77 0a 0e  | .A...B...A...D...B...F...J...w.. | 
| a6e60 |  38 41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10    42 0e 08 47 0b 00 00 00 a0 00 00 00 cc 1d 00 00  | 8A.0A.(B..B..B..B..G............ | 
| a6e80 |  00 ad f7 ff cb 05 00 00 00 42 0e 10 8f 02 49 0e    18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30  | .........B....I....B....B.(..D.0 | 
| a6ea0 |  86 06 41 0e 38 83 07 47 0e 90 01 02 95 0e 98 01    4f 0e a0 01 52 0e 98 01 46 0e 90 01 5e 0a 0e 38  | ..A.8..G........O...R...F...^..8 | 
| a6ec0 |  41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42    0e 08 41 0b 02 6d 0e 98 01 4c 0e a0 01 54 0e a8  | A.0A.(B..B..B..B..A..m...L...T.. | 
| a6ee0 |  01 41 0e b0 01 41 0e b8 01 42 0e c0 01 41 0e c8    01 44 0e d0 01 42 0e d8 01 46 0e e0 01 4a 0e 90  | .A...A...B...A...D...B...F...J.. | 
| a6f00 |  01 77 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e    18 42 0e 10 42 0e 08 47 0b 00 00 00 a0 00 00 00  | .w..8A.0A.(B..B..B..B..G........ | 
| a6f20 |  70 1e 00 00 2c b2 f7 ff cb 05 00 00 00 42 0e 10    8f 02 49 0e 18 8e 03 42 0e 20 8d 04 42 0e 28 8c  | p...,........B....I....B....B.(. | 
| a6f40 |  05 44 0e 30 86 06 41 0e 38 83 07 47 0e 90 01 02    95 0e 98 01 4f 0e a0 01 52 0e 98 01 46 0e 90 01  | .D.0..A.8..G........O...R...F... | 
| a6f60 |  5e 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18    42 0e 10 42 0e 08 41 0b 02 6d 0e 98 01 4c 0e a0  | ^..8A.0A.(B..B..B..B..A..m...L.. | 
| a6f80 |  01 54 0e a8 01 41 0e b0 01 41 0e b8 01 42 0e c0    01 41 0e c8 01 44 0e d0 01 42 0e d8 01 46 0e e0  | .T...A...A...B...A...D...B...F.. | 
| a6fa0 |  01 4a 0e 90 01 77 0a 0e 38 41 0e 30 41 0e 28 42    0e 20 42 0e 18 42 0e 10 42 0e 08 47 0b 00 00 00  | .J...w..8A.0A.(B..B..B..B..G.... | 
| a6fc0 |  40 00 00 00 14 1f 00 00 58 b7 f7 ff 18 02 00 00    00 42 0e 10 8e 02 42 0e 18 8d 03 45 0e 20 8c 04  | @.......X........B....B....E.... | 
| a6fe0 |  41 0e 28 86 05 41 0e 30 83 06 44 0e 40 7a 0a 0e    30 44 0e 28 41 0e 20 42 0e 18 42 0e 10 42 0e 08  | A.(..A.0..D.@z..0D.(A..B..B..B.. | 
| a7000 |  44 0b 00 00 30 00 00 00 58 1f 00 00 34 b9 f7 ff    59 00 00 00 00 42 0e 10 8c 02 44 0e 18 86 03 47  | D...0...X...4...Y....B....D....G | 
| a7020 |  0e 20 67 0a 0e 18 44 0e 10 42 0e 08 46 0b 4e 0e    18 44 0e 10 42 0e 08 00 5c 00 00 00 8c 1f 00 00  | ..g...D..B..F.N..D..B...\....... | 
| a7040 |  60 b9 f7 ff e2 30 00 00 00 42 0e 10 8f 02 49 0e    18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30  | `....0...B....I....B....B.(..D.0 | 
| a7060 |  86 06 41 0e 38 83 07 4a 0e c0 01 03 5e 09 0e c8    01 56 0e d0 01 5f 0e c8 01 46 0e c0 01 62 0a 0e  | ..A.8..J....^....V..._...F...b.. | 
| a7080 |  38 44 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10    42 0e 08 4a 0b 00 00 00 14 01 00 00 ec 1f 00 00  | 8D.0A.(B..B..B..B..J............ | 
| a70a0 |  b2 68 f6 ff e0 59 00 00 00 42 0e 10 8f 02 42 0e    18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 41 0e 30  | .h...Y...B....B....B....B.(..A.0 | 
| a70c0 |  86 06 41 0e 38 83 07 47 0e f0 02 03 28 01 0e f8    02 62 0e 80 03 48 0e 88 03 48 0e 90 03 4b 0e f0  | ..A.8..G....(....b...H...H...K.. | 
| a70e0 |  02 03 11 0a 0e f8 02 44 0e 80 03 45 0e 88 03 46    0e 90 03 46 0e 98 03 42 0e a0 03 42 0e a8 03 41  | .......D...E...F...F...B...B...A | 
| a7100 |  0e b0 03 49 0e f0 02 5f 0e f8 02 4a 0e 80 03 48    0e 88 03 46 0e 90 03 46 0e 98 03 42 0e a0 03 42  | ...I..._...J...H...F...F...B...B | 
| a7120 |  0e a8 03 42 0e b0 03 49 0e f0 02 02 53 0e f8 02    46 0e 80 03 48 0e 88 03 46 0e 90 03 46 0e 98 03  | ...B...I....S...F...H...F...F... | 
| a7140 |  42 0e a0 03 42 0e a8 03 41 0e b0 03 49 0e f0 02    02 49 0e f8 02 4d 0e 80 03 48 0e 88 03 46 0e 90  | B...B...A...I....I...M...H...F.. | 
| a7160 |  03 46 0e 98 03 42 0e a0 03 42 0e a8 03 41 0e b0    03 49 0e f0 02 5f 0e f8 02 4d 0e 80 03 48 0e 88  | .F...B...B...A...I..._...M...H.. | 
| a7180 |  03 46 0e 90 03 46 0e 98 03 42 0e a0 03 42 0e a8    03 46 0e b0 03 49 0e f0 02 03 99 4c 0e 38 41 0e  | .F...F...B...B...F...I.....L.8A. | 
| a71a0 |  30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08    40 00 00 00 04 21 00 00 d8 e8 f7 ff 1a 01 00 00  | 0A.(B..B..B..B..@....!.......... | 
| a71c0 |  00 42 0e 10 8c 02 41 0e 18 86 03 44 0e 30 02 6c    0a 0e 18 41 0e 10 42 0e 08 4a 0b 56 0a 0e 18 41  | .B....A....D.0.l...A..B..J.V...A | 
| a71e0 |  0e 10 42 0e 08 47 0b 6f 0a 0e 18 43 0e 10 42 0e    08 44 0b 00 48 00 00 00 48 21 00 00 b4 e9 f7 ff  | ..B..G.o...C..B..D..H...H!...... | 
| a7200 |  af 03 00 00 00 42 0e 10 8f 02 42 0e 18 8e 03 42    0e 20 8d 04 42 0e 28 8c 05 44 0e 30 86 06 41 0e  | .....B....B....B....B.(..D.0..A. | 
| a7220 |  38 83 07 44 0e 60 03 3d 01 0a 0e 38 44 0e 30 41    0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b  | 8..D.`.=...8D.0A.(B..B..B..B..E. | 
| a7240 |  48 00 00 00 94 21 00 00 18 ed f7 ff af 03 00 00    00 42 0e 10 8f 02 42 0e 18 8e 03 42 0e 20 8d 04  | H....!...........B....B....B.... | 
| a7260 |  42 0e 28 8c 05 44 0e 30 86 06 41 0e 38 83 07 44    0e 60 03 3d 01 0a 0e 38 44 0e 30 41 0e 28 42 0e  | B.(..D.0..A.8..D.`.=...8D.0A.(B. | 
| a7280 |  20 42 0e 18 42 0e 10 42 0e 08 45 0b 60 00 00 00    e0 21 00 00 7c f0 f7 ff b2 03 00 00 00 42 0e 10  | .B..B..B..E.`....!..|........B.. | 
| a72a0 |  8e 02 49 0e 18 8d 03 42 0e 20 8c 04 41 0e 28 86    05 44 0e 30 83 06 44 0e 60 02 f5 0a 0e 30 41 0e  | ..I....B....A.(..D.0..D.`....0A. | 
| a72c0 |  28 41 0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b 44    0e 68 56 0e 70 5f 0e 68 46 0e 60 5e 0a 0e 30 41  | (A..B..B..B..E.D.hV.p_.hF.`^..0A | 
| a72e0 |  0e 28 41 0e 20 42 0e 18 42 0e 10 42 0e 08 43 0b    40 00 00 00 44 22 00 00 d8 f3 f7 ff 34 06 00 00  | .(A..B..B..B..C.@...D"......4... | 
| a7300 |  00 42 0e 10 8f 02 42 0e 18 8e 03 42 0e 20 8d 04    45 0e 28 8c 05 41 0e 30 86 06 44 0e 50 03 89 02  | .B....B....B....E.(..A.0..D.P... | 
| a7320 |  0a 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42    0e 08 46 0b a0 00 00 00 88 22 00 00 d4 f9 f7 ff  | ..0A.(B..B..B..B..F......"...... | 
| a7340 |  2e 06 00 00 00 42 0e 10 8f 02 49 0e 18 8e 03 42    0e 20 8d 04 42 0e 28 8c 05 44 0e 30 86 06 41 0e  | .....B....I....B....B.(..D.0..A. | 
| a7360 |  38 83 07 47 0e 90 01 02 95 0e 98 01 4f 0e a0 01    52 0e 98 01 46 0e 90 01 5e 0a 0e 38 41 0e 30 41  | 8..G........O...R...F...^..8A.0A | 
| a7380 |  0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 41 0b    02 6d 0e 98 01 4e 0e a0 01 49 0e a8 01 41 0e b0  | .(B..B..B..B..A..m...N...I...A.. | 
| a73a0 |  01 42 0e b8 01 42 0e c0 01 44 0e c8 01 45 0e d0    01 46 0e d8 01 42 0e e0 01 56 0e 90 01 02 59 0a  | .B...B...D...E...F...B...V....Y. | 
| a73c0 |  0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e    10 42 0e 08 45 0b 00 00 a0 00 00 00 2c 23 00 00  | .8A.0A.(B..B..B..B..E.......,#.. | 
| a73e0 |  60 ff f7 ff 2e 06 00 00 00 42 0e 10 8f 02 49 0e    18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30  | `........B....I....B....B.(..D.0 | 
| a7400 |  86 06 41 0e 38 83 07 47 0e 90 01 02 95 0e 98 01    4f 0e a0 01 52 0e 98 01 46 0e 90 01 5e 0a 0e 38  | ..A.8..G........O...R...F...^..8 | 
| a7420 |  41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42    0e 08 41 0b 02 6d 0e 98 01 4e 0e a0 01 49 0e a8  | A.0A.(B..B..B..B..A..m...N...I.. | 
| a7440 |  01 41 0e b0 01 42 0e b8 01 42 0e c0 01 44 0e c8    01 45 0e d0 01 46 0e d8 01 42 0e e0 01 56 0e 90  | .A...B...B...D...E...F...B...V.. | 
| a7460 |  01 02 59 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42    0e 18 42 0e 10 42 0e 08 45 0b 00 00 a0 00 00 00  | ..Y..8A.0A.(B..B..B..B..E....... | 
| a7480 |  d0 23 00 00 ec 04 f8 ff 2e 06 00 00 00 42 0e 10    8f 02 49 0e 18 8e 03 42 0e 20 8d 04 42 0e 28 8c  | .#...........B....I....B....B.(. | 
| a74a0 |  05 44 0e 30 86 06 41 0e 38 83 07 47 0e 90 01 02    95 0e 98 01 4f 0e a0 01 52 0e 98 01 46 0e 90 01  | .D.0..A.8..G........O...R...F... | 
| a74c0 |  5e 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18    42 0e 10 42 0e 08 41 0b 02 6d 0e 98 01 4e 0e a0  | ^..8A.0A.(B..B..B..B..A..m...N.. | 
| a74e0 |  01 49 0e a8 01 41 0e b0 01 42 0e b8 01 42 0e c0    01 44 0e c8 01 45 0e d0 01 46 0e d8 01 42 0e e0  | .I...A...B...B...D...E...F...B.. | 
| a7500 |  01 56 0e 90 01 02 59 0a 0e 38 41 0e 30 41 0e 28    42 0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b 00 00  | .V....Y..8A.0A.(B..B..B..B..E... | 
| a7520 |  8c 00 00 00 74 24 00 00 78 0a f8 ff a8 03 00 00    00 42 0e 10 8e 02 49 0e 18 8d 03 42 0e 20 8c 04  | ....t$..x........B....I....B.... | 
| a7540 |  41 0e 28 86 05 44 0e 30 83 06 47 0e 70 02 81 0e    78 4c 0e 80 01 60 0e 78 46 0e 70 5e 0a 0e 30 41  | A.(..D.0..G.p...xL...`.xF.p^..0A | 
| a7560 |  0e 28 41 0e 20 42 0e 18 42 0e 10 42 0e 08 46 0b    7f 0e 78 50 0e 80 01 47 0e 88 01 48 0e 90 01 42  | .(A..B..B..B..F...xP...G...H...B | 
| a7580 |  0e 98 01 41 0e a0 01 44 0e a8 01 45 0e b0 01 46    0e b8 01 41 0e c0 01 51 0e 70 02 5c 0a 0e 30 41  | ...A...D...E...F...A...Q.p.\..0A | 
| a75a0 |  0e 28 41 0e 20 42 0e 18 42 0e 10 42 0e 08 42 0b    cc 00 00 00 04 25 00 00 98 0d f8 ff 9d 07 00 00  | .(A..B..B..B..B......%.......... | 
| a75c0 |  00 42 0e 10 8f 02 4d 0e 18 8e 03 47 0e 20 8d 04    42 0e 28 8c 05 51 0e 30 86 06 41 0e 38 83 07 47  | .B....M....G....B.(..Q.0..A.8..G | 
| a75e0 |  0e b0 01 03 18 01 0e b8 01 51 0e c0 01 4c 0e c8    01 46 0e d0 01 42 0e d8 01 46 0e e0 01 41 0e e8  | .........Q...L...F...B...F...A.. | 
| a7600 |  01 45 0e f0 01 46 0e f8 01 41 0e 80 02 54 0e b0    01 02 46 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42  | .E...F...A...T....F..8A.0A.(B..B | 
| a7620 |  0e 18 42 0e 10 42 0e 08 4b 0b 02 89 0e b8 01 56    0e c0 01 52 0e b8 01 46 0e b0 01 5c 0a 0e 38 43  | ..B..B..K......V...R...F...\..8C | 
| a7640 |  0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e    08 41 0b 03 e8 01 0e b8 01 57 0e c0 01 5f 0e b8  | .0A.(B..B..B..B..A.......W..._.. | 
| a7660 |  01 41 0e b0 01 02 ef 0a 0e 38 41 0e 30 41 0e 28    42 0e 20 42 0e 18 42 0e 10 42 0e 08 48 0b 00 00  | .A.......8A.0A.(B..B..B..B..H... | 
| a7680 |  88 00 00 00 d4 25 00 00 68 14 f8 ff b0 06 00 00    00 42 0e 10 8f 02 49 0e 18 8e 03 45 0e 20 8d 04  | .....%..h........B....I....E.... | 
| a76a0 |  42 0e 28 8c 05 41 0e 30 86 06 41 0e 38 83 07 47    0e 70 03 25 02 0a 0e 38 41 0e 30 41 0e 28 42 0e  | B.(..A.0..A.8..G.p.%...8A.0A.(B. | 
| a76c0 |  20 42 0e 18 42 0e 10 42 0e 08 46 0b 02 4c 0e 78    48 0e 80 01 59 0e 78 46 0e 70 5e 0a 0e 38 41 0e  | .B..B..B..F..L.xH...Y.xF.p^..8A. | 
| a76e0 |  30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08    45 0b 03 8f 01 0a 0e 38 43 0e 30 41 0e 28 42 0e  | 0A.(B..B..B..B..E......8C.0A.(B. | 
| a7700 |  20 42 0e 18 42 0e 10 42 0e 08 45 0b 5c 00 00 00    60 26 00 00 8c 1a f8 ff dc 14 00 00 00 42 0e 10  | .B..B..B..E.\...`&...........B.. | 
| a7720 |  8f 02 49 0e 18 8e 03 42 0e 20 8d 04 42 0e 28 8c    05 41 0e 30 86 06 44 0e 38 83 07 44 0e a0 01 03  | ..I....B....B.(..A.0..D.8..D.... | 
| a7740 |  c4 05 0e a8 01 48 0e b0 01 59 0e a8 01 46 0e a0    01 5f 0a 0e 38 44 0e 30 41 0e 28 42 0e 20 42 0e  | .....H...Y...F..._..8D.0A.(B..B. | 
| a7760 |  18 42 0e 10 42 0e 08 41 0b 00 00 00 58 00 00 00    c0 26 00 00 0c 2f f8 ff 98 08 00 00 00 42 0e 10  | .B..B..A....X....&.../.......B.. | 
| a7780 |  8f 02 49 0e 18 8e 03 42 0e 20 8d 04 42 0e 28 8c    05 44 0e 30 86 06 41 0e 38 83 07 44 0e 70 03 64  | ..I....B....B.(..D.0..A.8..D.p.d | 
| a77a0 |  01 0e 78 49 0e 80 01 59 0e 78 46 0e 70 62 0a 0e    38 44 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10  | ..xI...Y.xF.pb..8D.0A.(B..B..B.. | 
| a77c0 |  42 0e 08 45 0b 00 00 00 54 00 00 00 1c 27 00 00    50 37 f8 ff af 0b 00 00 00 42 0e 10 8f 02 49 0e  | B..E....T....'..P7.......B....I. | 
| a77e0 |  18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 41 0e 30    86 06 44 0e 38 83 07 44 0e 60 03 6c 02 0e 68 48  | ...B....B.(..A.0..D.8..D.`.l..hH | 
| a7800 |  0e 70 59 0e 68 46 0e 60 5f 0a 0e 38 44 0e 30 41    0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 49 0b  | .pY.hF.`_..8D.0A.(B..B..B..B..I. | 
| a7820 |  5c 00 00 00 74 27 00 00 a8 42 f8 ff d6 14 00 00    00 42 0e 10 8f 02 49 0e 18 8e 03 47 0e 20 8d 04  | \...t'...B.......B....I....G.... | 
| a7840 |  42 0e 28 8c 05 41 0e 30 86 06 51 0e 38 83 07 50    0e b0 01 03 e2 07 0e b8 01 56 0e c0 01 4b 0e b8  | B.(..A.0..Q.8..P.........V...K.. | 
| a7860 |  01 46 0e b0 01 5f 0a 0e 38 44 0e 30 41 0e 28 42    0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b 00 00 00  | .F..._..8D.0A.(B..B..B..B..E.... | 
| a7880 |  5c 00 00 00 d4 27 00 00 28 57 f8 ff 26 10 00 00    00 42 0e 10 8f 02 49 0e 18 8e 03 42 0e 20 8d 04  | \....'..(W..&....B....I....B.... | 
| a78a0 |  42 0e 28 8c 05 44 0e 30 86 06 41 0e 38 83 07 47    0e 80 01 03 01 06 0e 88 01 49 0e 90 01 59 0e 88  | B.(..D.0..A.8..G.........I...Y.. | 
| a78c0 |  01 46 0e 80 01 5f 0a 0e 38 44 0e 30 41 0e 28 42    0e 20 42 0e 18 42 0e 10 42 0e 08 48 0b 00 00 00  | .F..._..8D.0A.(B..B..B..B..H.... | 
| a78e0 |  6c 00 00 00 34 28 00 00 f8 66 f8 ff 2a 42 00 00    00 42 0e 10 8f 02 4d 0e 18 8e 03 47 0e 20 8d 04  | l...4(...f..*B...B....M....G.... | 
| a7900 |  42 0e 28 8c 05 41 0e 30 86 06 41 0e 38 83 07 60    0e 80 02 03 df 07 0e 88 02 56 0e 90 02 52 0e 88  | B.(..A.0..A.8..`.........V...R.. | 
| a7920 |  02 46 0e 80 02 62 0a 0e 38 44 0e 30 41 0e 28 42    0e 20 42 0e 18 42 0e 10 42 0e 08 4a 0b 03 82 1e  | .F...b..8D.0A.(B..B..B..B..J.... | 
| a7940 |  0e 88 02 57 0e 90 02 5f 0e 88 02 41 0e 80 02 00    b4 00 00 00 a4 28 00 00 b8 a8 f8 ff c0 1a 00 00  | ...W..._...A.........(.......... | 
| a7960 |  00 42 0e 10 8f 02 49 0e 18 8e 03 47 0e 20 8d 04    42 0e 28 8c 05 41 0e 30 86 06 51 0e 38 83 07 50  | .B....I....G....B.(..A.0..Q.8..P | 
| a7980 |  0e b0 01 03 b1 05 0e b8 01 46 0e c0 01 53 0e c8    01 41 0e d0 01 46 0e d8 01 42 0e e0 01 41 0e e8  | .........F...S...A...F...B...A.. | 
| a79a0 |  01 42 0e f0 01 42 0e f8 01 41 0e 80 02 4f 0e b0    01 03 13 03 0e b8 01 56 0e c0 01 52 0e b8 01 46  | .B...B...A...O.........V...R...F | 
| a79c0 |  0e b0 01 5f 0a 0e 38 44 0e 30 41 0e 28 42 0e 20    42 0e 18 42 0e 10 42 0e 08 45 0b 02 8b 0e b8 01  | ..._..8D.0A.(B..B..B..B..E...... | 
| a79e0 |  46 0e c0 01 4f 0e c8 01 52 0e d0 01 46 0e d8 01    42 0e e0 01 41 0e e8 01 42 0e f0 01 47 0e f8 01  | F...O...R...F...B...A...B...G... | 
| a7a00 |  41 0e 80 02 54 0e b0 01 58 00 00 00 5c 29 00 00    c0 c2 f8 ff 76 21 00 00 00 42 0e 10 8f 02 49 0e  | A...T...X...\)......v!...B....I. | 
| a7a20 |  18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 41 0e 30    86 06 41 0e 38 83 07 4a 0e 80 02 02 a9 0e 88 02  | ...B....B.(..A.0..A.8..J........ | 
| a7a40 |  4f 0e 90 02 52 0e 88 02 46 0e 80 02 62 0a 0e 38    44 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42  | O...R...F...b..8D.0A.(B..B..B..B | 
| a7a60 |  0e 08 46 0b 5c 00 00 00 b8 29 00 00 e4 e3 f8 ff    22 0e 00 00 00 42 0e 10 8f 02 49 0e 18 8e 03 42  | ..F.\....)......"....B....I....B | 
| a7a80 |  0e 20 8d 04 45 0e 28 8c 05 44 0e 30 86 06 41 0e    38 83 07 44 0e 80 01 03 e1 04 0e 88 01 57 0e 90  | ....E.(..D.0..A.8..D.........W.. | 
| a7aa0 |  01 5f 0e 88 01 46 0e 80 01 5f 0a 0e 38 44 0e 30    41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 44  | ._...F..._..8D.0A.(B..B..B..B..D | 
| a7ac0 |  0b 00 00 00 5c 00 00 00 18 2a 00 00 b4 f1 f8 ff    37 ca 00 00 00 42 0e 10 8f 02 49 0e 18 8e 03 42  | ....\....*......7....B....I....B | 
| a7ae0 |  0e 20 8d 04 42 0e 28 8c 05 44 0e 30 86 06 41 0e    38 83 07 47 0e d0 02 03 c5 06 0e d8 02 57 0e e0  | ....B.(..D.0..A.8..G.........W.. | 
| a7b00 |  02 4b 0e d8 02 46 0e d0 02 62 0a 0e 38 44 0e 30    41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 49  | .K...F...b..8D.0A.(B..B..B..B..I | 
| a7b20 |  0b 00 00 00 d0 00 00 00 78 2a 00 00 94 bb f9 ff    d7 23 00 00 00 42 0e 10 8f 02 49 0e 18 8e 03 42  | ........x*.......#...B....I....B | 
| a7b40 |  0e 20 8d 04 42 0e 28 8c 05 41 0e 30 86 06 41 0e    38 83 07 4a 0e d0 01 03 9e 0a 0e d8 01 56 0e e0  | ....B.(..A.0..A.8..J.........V.. | 
| a7b60 |  01 46 0e e8 01 46 0e f0 01 47 0e f8 01 46 0e 80    02 44 0e 88 02 42 0e 90 02 54 0e d0 01 02 a8 0e  | .F...F...G...F...D...B...T...... | 
| a7b80 |  d8 01 56 0e e0 01 52 0e d8 01 46 0e d0 01 62 0a    0e 38 44 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e  | ..V...R...F...b..8D.0A.(B..B..B. | 
| a7ba0 |  10 42 0e 08 49 0b 03 c8 02 0e d8 01 48 0e e0 01    53 0e e8 01 45 0e f0 01 47 0e f8 01 46 0e 80 02  | .B..I.......H...S...E...G...F... | 
| a7bc0 |  42 0e 88 02 42 0e 90 02 46 0e 98 02 42 0e a0 02    54 0e d0 01 03 f6 01 0e d8 01 57 0e e0 01 5f 0e  | B...B...F...B...T.........W..._. | 
| a7be0 |  d8 01 41 0e d0 01 03 73 02 0e d8 01 56 0e e0 01    60 0e d8 01 47 0e d0 01 d0 00 00 00 4c 2b 00 00  | ..A....s....V...`...G.......L+.. | 
| a7c00 |  a0 de f9 ff 0e 20 00 00 00 42 0e 10 8f 02 49 0e    18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 41 0e 30  | .........B....I....B....B.(..A.0 | 
| a7c20 |  86 06 41 0e 38 83 07 4a 0e c0 01 03 24 09 0e c8    01 56 0e d0 01 46 0e d8 01 42 0e e0 01 42 0e e8  | ..A.8..J....$....V...F...B...B.. | 
| a7c40 |  01 42 0e f0 01 41 0e f8 01 42 0e 80 02 54 0e c0    01 02 82 0e c8 01 56 0e d0 01 52 0e c8 01 46 0e  | .B...A...B...T........V...R...F. | 
| a7c60 |  c0 01 62 0a 0e 38 44 0e 30 41 0e 28 42 0e 20 42    0e 18 42 0e 10 42 0e 08 49 0b 03 77 02 0e c8 01  | ..b..8D.0A.(B..B..B..B..I..w.... | 
| a7c80 |  4d 0e d0 01 42 0e d8 01 4d 0e e0 01 4d 0e e8 01    47 0e f0 01 41 0e f8 01 42 0e 80 02 42 0e 88 02  | M...B...M...M...G...A...B...B... | 
| a7ca0 |  41 0e 90 02 57 0e c0 01 03 e7 01 0e c8 01 57 0e    d0 01 5f 0e c8 01 41 0e c0 01 03 93 02 0e c8 01  | A...W.........W..._...A......... | 
| a7cc0 |  56 0e d0 01 60 0e c8 01 47 0e c0 01 5c 00 00 00    20 2c 00 00 dc fd f9 ff 57 1a 00 00 00 42 0e 10  | V...`...G...\....,......W....B.. | 
| a7ce0 |  8f 02 49 0e 18 8e 03 42 0e 20 8d 04 42 0e 28 8c    05 41 0e 30 86 06 44 0e 38 83 07 47 0e 90 01 03  | ..I....B....B.(..A.0..D.8..G.... | 
| a7d00 |  91 02 0e 98 01 56 0e a0 01 5f 0e 98 01 46 0e 90    01 5f 0a 0e 38 44 0e 30 41 0e 28 42 0e 20 42 0e  | .....V..._...F..._..8D.0A.(B..B. | 
| a7d20 |  18 42 0e 10 42 0e 08 45 0b 00 00 00 b8 00 00 00    80 2c 00 00 dc 17 fa ff f6 06 00 00 00 42 0e 10  | .B..B..E.........,...........B.. | 
| a7d40 |  8f 02 49 0e 18 8e 03 47 0e 20 8d 04 42 0e 28 8c    05 51 0e 30 86 06 46 0e 38 83 07 4b 0e a0 01 03  | ..I....G....B.(..Q.0..F.8..K.... | 
| a7d60 |  5f 01 0e a8 01 4d 0e b0 01 4b 0e b8 01 41 0e c0    01 46 0e c8 01 42 0e d0 01 46 0e d8 01 41 0e e0  | _....M...K...A...F...B...F...A.. | 
| a7d80 |  01 45 0e e8 01 41 0e f0 01 4a 0e a0 01 63 0a 0e    38 41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10  | .E...A...J...c..8A.0A.(B..B..B.. | 
| a7da0 |  42 0e 08 46 0b 02 a1 0e a8 01 56 0e b0 01 52 0e    a8 01 46 0e a0 01 5c 0a 0e 38 43 0e 30 41 0e 28  | B..F......V...R...F...\..8C.0A.( | 
| a7dc0 |  42 0e 20 42 0e 18 42 0e 10 42 0e 08 49 0b 64 0a    0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e  | B..B..B..B..I.d..8A.0A.(B..B..B. | 
| a7de0 |  10 42 0e 08 42 0b 00 00 6c 00 00 00 3c 2d 00 00    20 1e fa ff 4d 26 00 00 00 42 0e 10 8f 02 4d 0e  | .B..B...l...<-......M&...B....M. | 
| a7e00 |  18 8e 03 47 0e 20 8d 04 42 0e 28 8c 05 44 0e 30    86 06 51 0e 38 83 07 47 0e f0 01 03 55 0a 0e f8  | ...G....B.(..D.0..Q.8..G....U... | 
| a7e20 |  01 57 0e 80 02 52 0e f8 01 46 0e f0 01 62 0a 0e    38 44 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10  | .W...R...F...b..8D.0A.(B..B..B.. | 
| a7e40 |  42 0e 08 49 0b 03 30 02 0e f8 01 57 0e 80 02 5f    0e f8 01 41 0e f0 01 00 b8 00 00 00 ac 2d 00 00  | B..I..0....W..._...A.........-.. | 
| a7e60 |  00 44 fa ff f6 06 00 00 00 42 0e 10 8f 02 49 0e    18 8e 03 47 0e 20 8d 04 42 0e 28 8c 05 51 0e 30  | .D.......B....I....G....B.(..Q.0 | 
| a7e80 |  86 06 46 0e 38 83 07 4b 0e a0 01 03 58 01 0e a8    01 53 0e b0 01 45 0e b8 01 46 0e c0 01 46 0e c8  | ..F.8..K....X....S...E...F...F.. | 
| a7ea0 |  01 42 0e d0 01 46 0e d8 01 41 0e e0 01 45 0e e8    01 46 0e f0 01 4a 0e a0 01 63 0a 0e 38 41 0e 30  | .B...F...A...E...F...J...c..8A.0 | 
| a7ec0 |  41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 43    0b 02 a1 0e a8 01 56 0e b0 01 52 0e a8 01 46 0e  | A.(B..B..B..B..C......V...R...F. | 
| a7ee0 |  a0 01 5c 0a 0e 38 43 0e 30 41 0e 28 42 0e 20 42    0e 18 42 0e 10 42 0e 08 49 0b 64 0a 0e 38 41 0e  | ..\..8C.0A.(B..B..B..B..I.d..8A. | 
| a7f00 |  30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08    42 0b 00 00 b8 00 00 00 68 2e 00 00 44 4a fa ff  | 0A.(B..B..B..B..B.......h...DJ.. | 
| a7f20 |  f6 06 00 00 00 42 0e 10 8f 02 49 0e 18 8e 03 47    0e 20 8d 04 42 0e 28 8c 05 51 0e 30 86 06 46 0e  | .....B....I....G....B.(..Q.0..F. | 
| a7f40 |  38 83 07 4b 0e a0 01 03 58 01 0e a8 01 53 0e b0    01 45 0e b8 01 46 0e c0 01 46 0e c8 01 42 0e d0  | 8..K....X....S...E...F...F...B.. | 
| a7f60 |  01 46 0e d8 01 41 0e e0 01 45 0e e8 01 46 0e f0    01 4a 0e a0 01 63 0a 0e 38 41 0e 30 41 0e 28 42  | .F...A...E...F...J...c..8A.0A.(B | 
| a7f80 |  0e 20 42 0e 18 42 0e 10 42 0e 08 43 0b 02 a1 0e    a8 01 56 0e b0 01 52 0e a8 01 46 0e a0 01 5c 0a  | ..B..B..B..C......V...R...F...\. | 
| a7fa0 |  0e 38 43 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e    10 42 0e 08 49 0b 64 0a 0e 38 41 0e 30 41 0e 28  | .8C.0A.(B..B..B..B..I.d..8A.0A.( | 
| a7fc0 |  42 0e 20 42 0e 18 42 0e 10 42 0e 08 42 0b 00 00    fc 00 00 00 24 2f 00 00 88 50 fa ff 82 25 00 00  | B..B..B..B..B.......$/...P...%.. | 
| a7fe0 |  00 42 0e 10 8f 02 49 0e 18 8e 03 42 0e 20 8d 04    42 0e 28 8c 05 41 0e 30 86 06 41 0e 38 83 07 47  | .B....I....B....B.(..A.0..A.8..G | 
| a8000 |  0e b0 01 03 bf 04 0e b8 01 4d 0e c0 01 58 0e b8    01 42 0e b0 01 02 a3 0a 0e 38 44 0e 30 41 0e 28  | .........M...X...B.......8D.0A.( | 
| a8020 |  42 0e 20 42 0e 18 42 0e 10 42 0e 08 42 0b 03 88    02 0e b8 01 56 0e c0 01 4b 0e b8 01 46 0e b0 01  | B..B..B..B..B.......V...K...F... | 
| a8040 |  03 af 05 0e b8 01 4d 0e c0 01 5d 0e b8 01 41 0e    b0 01 03 2a 07 0e b8 01 4d 0e c0 01 5b 0e b8 01  | ......M...]...A....*....M...[... | 
| a8060 |  41 0e b0 01 03 1a 04 0e b8 01 4d 0e c0 01 5e 0e    b8 01 42 0e b0 01 03 6b 02 0e b8 01 4d 0e c0 01  | A.........M...^...B....k....M... | 
| a8080 |  59 0e b8 01 42 0e b0 01 03 c0 01 0e b8 01 4b 0e    c0 01 5f 0e b8 01 41 0e b0 01 03 f1 01 0e b8 01  | Y...B.........K..._...A......... | 
| a80a0 |  4d 0e c0 01 5b 0e b8 01 41 0e b0 01 03 0d 01 0e    b8 01 4d 0e c0 01 5e 0e b8 01 42 0e b0 01 03 0f  | M...[...A.........M...^...B..... | 
| a80c0 |  01 0e b8 01 4b 0e c0 01 5a 0e b8 01 41 0e b0 01    6c 00 00 00 24 30 00 00 18 75 fa ff 61 24 00 00  | ....K...Z...A...l...$0...u..a$.. | 
| a80e0 |  00 42 0e 10 8f 02 4d 0e 18 8e 03 47 0e 20 8d 04    45 0e 28 8c 05 41 0e 30 86 06 41 0e 38 83 07 57  | .B....M....G....E.(..A.0..A.8..W | 
| a8100 |  0e f0 01 03 75 09 0e f8 01 57 0e 80 02 52 0e f8    01 46 0e f0 01 62 0a 0e 38 44 0e 30 41 0e 28 42  | ....u....W...R...F...b..8D.0A.(B | 
| a8120 |  0e 20 42 0e 18 42 0e 10 42 0e 08 49 0b 03 f5 07    0e f8 01 56 0e 80 02 60 0e f8 01 47 0e f0 01 00  | ..B..B..B..I.......V...`...G.... | 
| a8140 |  14 00 00 00 94 30 00 00 ea b1 f6 ff 0c 00 00 00    00 00 00 00 00 00 00 00 28 00 00 00 ac 30 00 00  | .....0..................(....0.. | 
| a8160 |  00 99 fa ff 83 01 00 00 00 41 0e 10 86 02 45 0e    18 83 03 44 0e 40 03 60 01 0a 0e 18 45 0e 10 41  | .........A....E....D.@.`....E..A | 
| a8180 |  0e 08 48 0b 14 00 00 00 d8 30 00 00 64 9a fa ff    25 00 00 00 00 47 0e 10 5d 0e 08 00 10 00 00 00  | ..H......0..d...%....G..]....... | 
| a81a0 |  f0 30 00 00 7c 9a fa ff 09 00 00 00 00 00 00 00    38 00 00 00 04 31 00 00 78 9a fa ff 49 00 00 00  | .0..|...........8....1..x...I... | 
| a81c0 |  00 47 0e 10 8d 02 45 0e 18 8c 03 44 0e 20 86 04    44 0e 28 83 05 46 0e 30 61 0e 28 41 0e 20 41 0e  | .G....E....D....D.(..F.0a.(A..A. | 
| a81e0 |  18 42 0e 10 42 0e 08 47 c3 c6 cc cd 38 00 00 00    40 31 00 00 8c 9a fa ff 59 00 00 00 00 47 0e 10  | .B..B..G....8...@1......Y....G.. | 
| a8200 |  8d 02 45 0e 18 8c 03 44 0e 20 86 04 44 0e 28 83    05 46 0e 30 74 0e 28 41 0e 20 41 0e 18 42 0e 10  | ..E....D....D.(..F.0t.(A..A..B.. | 
| a8220 |  42 0e 08 44 c3 c6 cc cd 48 00 00 00 7c 31 00 00    b0 9a fa ff 1a 01 00 00 00 42 0e 10 8d 02 45 0e  | B..D....H...|1...........B....E. | 
| a8240 |  18 8c 03 48 0e 20 86 04 48 0e 28 83 05 4b 0e 50    02 b9 0a 0e 28 45 0e 20 41 0e 18 42 0e 10 42 0e  | ...H....H.(..K.P....(E..A..B..B. | 
| a8260 |  08 4b 0b 5b 0e 28 41 0e 20 41 0e 18 46 0e 10 42    0e 08 00 00 54 00 00 00 c8 31 00 00 84 9b fa ff  | .K.[.(A..A..F..B....T....1...... | 
| a8280 |  61 01 00 00 00 4b 0e 10 8f 02 45 0e 18 8e 03 45    0e 20 8d 04 49 0e 28 8c 05 48 0e 30 86 06 44 0e  | a....K....E....E....I.(..H.0..D. | 
| a82a0 |  38 83 07 47 0e 60 03 09 01 0a 0e 38 41 0e 30 41    0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 44 0b  | 8..G.`.....8A.0A.(B..B..B..B..D. | 
| a82c0 |  58 0e 08 c3 c6 cc cd ce cf 00 00 00 54 00 00 00    20 32 00 00 9c 9c fa ff 2d 01 00 00 00 42 0e 10  | X...........T....2......-....B.. | 
| a82e0 |  8e 02 42 0e 18 8d 03 45 0e 20 8c 04 48 0e 28 86    05 48 0e 30 83 06 4b 0e 40 02 bc 0a 0e 30 44 0e  | ..B....E....H.(..H.0..K.@....0D. | 
| a8300 |  28 41 0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b 6d    0e 30 41 0e 28 41 0e 20 46 0e 18 42 0e 10 42 0e  | (A..B..B..B..E.m.0A.(A..F..B..B. | 
| a8320 |  08 00 00 00 48 00 00 00 78 32 00 00 74 9d fa ff    70 01 00 00 00 42 0e 10 8f 02 42 0e 18 8e 03 42  | ....H...x2..t...p....B....B....B | 
| a8340 |  0e 20 8d 04 42 0e 28 8c 05 41 0e 30 86 06 41 0e    38 83 07 44 0e 60 03 3e 01 0a 0e 38 41 0e 30 41  | ....B.(..A.0..A.8..D.`.>...8A.0A | 
| a8360 |  0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 4a 0b    38 00 00 00 c4 32 00 00 98 9e fa ff 61 00 00 00  | .(B..B..B..B..J.8....2......a... | 
| a8380 |  00 47 0e 10 8d 02 45 0e 18 8c 03 44 0e 20 86 04    44 0e 28 83 05 46 0e 30 76 0e 28 41 0e 20 41 0e  | .G....E....D....D.(..F.0v.(A..A. | 
| a83a0 |  18 42 0e 10 42 0e 08 4a c3 c6 cc cd 3c 00 00 00    00 33 00 00 cc 9e fa ff 79 00 00 00 00 47 0e 10  | .B..B..J....<....3......y....G.. | 
| a83c0 |  8d 02 45 0e 18 8c 03 44 0e 20 86 04 44 0e 28 83    05 47 0e 30 02 4f 0e 28 41 0e 20 41 0e 18 42 0e  | ..E....D....D.(..G.0.O.(A..A..B. | 
| a83e0 |  10 42 0e 08 48 c3 c6 cc cd 00 00 00 48 00 00 00    40 33 00 00 0c 9f fa ff 8c 01 00 00 00 42 0e 10  | .B..H.......H...@3...........B.. | 
| a8400 |  8f 02 42 0e 18 8e 03 45 0e 20 8d 04 49 0e 28 8c    05 48 0e 30 86 06 4b 0e 38 83 07 4b 0e 60 02 cd  | ..B....E....I.(..H.0..K.8..K.`.. | 
| a8420 |  0a 0e 38 45 0e 30 41 0e 28 42 0e 20 42 0e 18 42    0e 10 42 0e 08 45 0b 00 34 00 00 00 8c 33 00 00  | ..8E.0A.(B..B..B..B..E..4....3.. | 
| a8440 |  50 a0 fa ff 50 02 00 00 00 41 0e 10 83 02 47 0e    40 02 79 0a 0e 10 45 0e 08 4a 0b 02 78 0a 0e 10  | P...P....A....G.@.y...E..J..x... | 
| a8460 |  45 0e 08 43 0b 03 28 01 0a 0e 10 41 0e 08 45 0b    38 00 00 00 c4 33 00 00 68 a2 fa ff 49 00 00 00  | E..C..(....A..E.8....3..h...I... | 
| a8480 |  00 47 0e 10 8d 02 45 0e 18 8c 03 44 0e 20 86 04    44 0e 28 83 05 46 0e 30 62 0e 28 41 0e 20 41 0e  | .G....E....D....D.(..F.0b.(A..A. | 
| a84a0 |  18 42 0e 10 42 0e 08 46 c3 c6 cc cd 48 00 00 00    00 34 00 00 7c a2 fa ff c0 01 00 00 00 42 0e 10  | .B..B..F....H....4..|........B.. | 
| a84c0 |  8f 02 42 0e 18 8e 03 45 0e 20 8d 04 42 0e 28 8c    05 48 0e 30 86 06 48 0e 38 83 07 4b 0e 50 02 df  | ..B....E....B.(..H.0..H.8..K.P.. | 
| a84e0 |  0a 0e 38 46 0e 30 41 0e 28 42 0e 20 42 0e 18 42    0e 10 42 0e 08 44 0b 00 38 00 00 00 4c 34 00 00  | ..8F.0A.(B..B..B..B..D..8...L4.. | 
| a8500 |  f0 a3 fa ff 49 00 00 00 00 47 0e 10 8d 02 45 0e    18 8c 03 44 0e 20 86 04 44 0e 28 83 05 46 0e 30  | ....I....G....E....D....D.(..F.0 | 
| a8520 |  62 0e 28 41 0e 20 41 0e 18 42 0e 10 42 0e 08 46    c3 c6 cc cd 10 00 00 00 88 34 00 00 04 a4 fa ff  | b.(A..A..B..B..F.........4...... | 
| a8540 |  37 00 00 00 00 00 00 00 48 00 00 00 9c 34 00 00    30 a4 fa ff b2 02 00 00 00 41 0e 10 86 02 47 0e  | 7.......H....4..0........A....G. | 
| a8560 |  30 02 b4 0a 0e 10 41 0e 08 43 0b 02 71 0a 0e 10    41 0e 08 46 0b 03 42 01 0a 0e 10 41 0e 08 45 0b  | 0.....A..C..q...A..F..B....A..E. | 
| a8580 |  4a 0a 0e 10 45 0e 08 41 0b 4a 0a 0e 10 41 0e 08    45 0b 00 00 14 00 00 00 e8 34 00 00 a4 a6 fa ff  | J...E..A.J...A..E........4...... | 
| a85a0 |  15 00 00 00 00 47 0e 10 4a 0e 08 00 14 00 00 00    00 35 00 00 ac a6 fa ff 14 00 00 00 00 47 0e 10  | .....G..J........5...........G.. | 
| a85c0 |  4a 0e 08 00 14 00 00 00 18 35 00 00 b4 a6 fa ff    15 00 00 00 00 47 0e 10 4a 0e 08 00 10 00 00 00  | J........5...........G..J....... | 
| a85e0 |  30 35 00 00 bc a6 fa ff 09 00 00 00 00 00 00 00    10 00 00 00 44 35 00 00 b8 a6 fa ff 35 00 00 00  | 05..................D5......5... | 
| a8600 |  00 00 00 00 14 00 00 00 58 35 00 00 e4 a6 fa ff    24 00 00 00 00 44 0e 20 5f 0e 08 00 30 00 00 00  | ........X5......$....D.._...0... | 
| a8620 |  70 35 00 00 fc a6 fa ff 33 01 00 00 00 41 0e 10    86 02 47 0e 40 02 46 0a 0e 10 41 0e 08 49 0b 02  | p5......3....A....G.@.F...A..I.. | 
| a8640 |  a3 0a 0e 10 41 0e 08 4c 0b 65 0e 10 41 0e 08 00    14 00 00 00 a4 35 00 00 08 a8 fa ff 28 00 00 00  | ....A..L.e..A........5......(... | 
| a8660 |  00 44 0e 20 63 0e 08 00 20 00 00 00 bc 35 00 00    20 a8 fa ff 6c 00 00 00 00 44 0e 20 69 0a 0e 08  | .D..c........5......l....D..i... | 
| a8680 |  4b 0b 4a 0a 0e 08 4e 0b 57 0e 08 00 14 00 00 00    e0 35 00 00 6c a8 fa ff 1a 00 00 00 00 44 0e 20  | K.J...N.W........5..l........D.. | 
| a86a0 |  55 0e 08 00 34 00 00 00 f8 35 00 00 74 a8 fa ff    bf 02 00 00 00 41 0e 10 86 02 47 0e 40 02 d8 0a  | U...4....5..t........A....G.@... | 
| a86c0 |  0e 10 41 0e 08 4f 0b 02 84 0a 0e 10 45 0e 08 47    0b 03 31 01 0e 10 41 0e 08 00 00 00 20 00 00 00  | ..A..O......E..G..1...A......... | 
| a86e0 |  30 36 00 00 fc aa fa ff 50 00 00 00 00 44 0e 10    65 0a 0e 08 47 0b 4a 0a 0e 08 46 0b 4b 0e 08 00  | 06......P....D..e...G.J...F.K... | 
| a8700 |  20 00 00 00 54 36 00 00 28 ab fa ff 08 01 00 00    00 41 0e 10 86 02 47 0e 20 02 92 0a 0e 10 41 0e  | ....T6..(........A....G.......A. | 
| a8720 |  08 4d 0b 00 1c 00 00 00 78 36 00 00 14 ac fa ff    2f 00 00 00 00 41 0e 10 86 02 47 0e 20 5d 0e 10  | .M......x6....../....A....G..].. | 
| a8740 |  41 0e 08 00 20 00 00 00 98 36 00 00 24 ac fa ff    20 01 00 00 00 41 0e 10 86 02 47 0e 40 02 46 0a  | A........6..$........A....G.@.F. | 
| a8760 |  0e 10 45 0e 08 4d 0b 00 2c 00 00 00 bc 36 00 00    20 ad fa ff 53 01 00 00 00 41 0e 10 86 02 4b 0e  | ..E..M..,....6......S....A....K. | 
| a8780 |  40 4c 0a 0e 10 45 0e 08 43 0b 03 04 01 0a 0e 10    45 0e 08 47 0b 00 00 00 14 00 00 00 ec 36 00 00  | @L...E..C.......E..G.........6.. | 
| a87a0 |  50 ae fa ff 43 00 00 00 00 44 0e 20 7a 0e 08 00    28 00 00 00 04 37 00 00 88 ae fa ff 82 00 00 00  | P...C....D..z...(....7.......... | 
| a87c0 |  00 41 0e 10 83 02 47 0e 20 02 56 0a 0e 10 41 0e    08 49 0b 58 0e 10 41 0e 08 00 00 00 24 00 00 00  | .A....G...V...A..I.X..A.....$... | 
| a87e0 |  30 37 00 00 ec ae fa ff 69 00 00 00 00 42 0e 10    8e 02 46 0e 18 83 03 47 0e 30 02 49 0e 18 41 0e  | 07......i....B....F....G.0.I..A. | 
| a8800 |  10 4b 0e 08 1c 00 00 00 58 37 00 00 34 af fa ff    4e 00 00 00 00 41 0e 10 83 02 47 0e 20 02 44 0e  | .K......X7..4...N....A....G...D. | 
| a8820 |  10 41 0e 08 14 00 00 00 78 37 00 00 64 af fa ff    28 00 00 00 00 44 0e 20 5f 0e 08 00 20 00 00 00  | .A......x7..d...(....D.._....... | 
| a8840 |  90 37 00 00 7c af fa ff 42 01 00 00 00 41 0e 10    86 02 47 0e 40 02 5c 0a 0e 10 41 0e 08 4b 0b 00  | .7..|...B....A....G.@.\...A..K.. | 
| a8860 |  20 00 00 00 b4 37 00 00 a8 b0 fa ff 1d 01 00 00    00 41 0e 10 86 02 47 0e 30 02 85 0a 0e 10 45 0e  | .....7...........A....G.0.....E. | 
| a8880 |  08 46 0b 00 48 00 00 00 d8 37 00 00 a4 b1 fa ff    12 03 00 00 00 42 0e 10 8f 02 46 0e 18 8e 03 42  | .F..H....7...........B....F....B | 
| a88a0 |  0e 20 8d 04 42 0e 28 8c 05 41 0e 30 86 06 41 0e    38 83 07 47 0e 80 01 67 0a 0e 38 44 0e 30 41 0e  | ....B.(..A.0..A.8..G...g..8D.0A. | 
| a88c0 |  28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 47 0b 00    20 00 00 00 24 38 00 00 78 b4 fa ff 75 00 00 00  | (B..B..B..B..G......$8..x...u... | 
| a88e0 |  00 41 0e 10 86 02 47 0e 20 02 40 0a 0e 10 44 0e    08 4c 0b 00 4c 00 00 00 48 38 00 00 d4 b4 fa ff  | .A....G...@...D..L..L...H8...... | 
| a8900 |  b6 0a 00 00 00 42 0e 10 8f 02 46 0e 18 8e 03 47    0e 20 8d 04 45 0e 28 8c 05 44 0e 30 86 06 41 0e  | .....B....F....G....E.(..D.0..A. | 
| a8920 |  38 83 07 4a 0e a0 02 03 da 03 0a 0e 38 41 0e 30    41 0e 28 45 0e 20 42 0e 18 42 0e 10 42 0e 08 46  | 8..J........8A.0A.(E..B..B..B..F | 
| a8940 |  0b 00 00 00 4c 00 00 00 98 38 00 00 44 bf fa ff    52 02 00 00 00 42 0e 10 8d 02 45 0e 18 8c 03 44  | ....L....8..D...R....B....E....D | 
| a8960 |  0e 20 86 04 41 0e 28 83 05 47 0e 60 03 65 01 0a    0e 28 41 0e 20 41 0e 18 42 0e 10 42 0e 08 42 0b  | ....A.(..G.`.e...(A..A..B..B..B. | 
| a8980 |  74 0a 0e 28 43 0e 20 41 0e 18 42 0e 10 42 0e 08    41 0b 00 00 30 00 00 00 e8 38 00 00 54 c1 fa ff  | t..(C..A..B..B..A...0....8..T... | 
| a89a0 |  b0 00 00 00 00 6b 0e 10 86 02 61 0a c6 0e 08 4c    0b 6e 0e 08 4a c6 48 0e 10 86 02 41 0a c6 0e 08  | .....k....a....L.n..J.H....A.... | 
| a89c0 |  47 0b 4c 0e 08 00 00 00 2c 00 00 00 1c 39 00 00    d0 c1 fa ff 00 02 00 00 00 41 0e 10 86 02 47 0e  | G.L.....,....9...........A....G. | 
| a89e0 |  20 02 d1 0a 0e 10 41 0e 08 46 0b 02 59 0a 0e 10    45 0e 08 42 0b 00 00 00 20 00 00 00 4c 39 00 00  | ......A..F..Y...E..B........L9.. | 
| a8a00 |  a0 c3 fa ff 26 03 00 00 00 41 0e 10 86 02 47 0e    40 03 f3 01 0a 0e 10 41 0e 08 4c 0b 20 00 00 00  | ....&....A....G.@......A..L..... | 
| a8a20 |  70 39 00 00 ac c6 fa ff f0 00 00 00 00 49 0e 10    83 02 4f 0e 30 02 ab 0a 0e 10 45 0e 08 41 0b 00  | p9...........I....O.0.....E..A.. | 
| a8a40 |  2c 00 00 00 94 39 00 00 78 c7 fa ff 43 03 00 00    00 41 0e 10 86 02 47 0e 50 03 23 02 0a 0e 10 41  | ,....9..x...C....A....G.P.#....A | 
| a8a60 |  0e 08 44 0b 5f 0a 0e 10 41 0e 08 48 0b 00 00 00    20 00 00 00 c4 39 00 00 98 ca fa ff fc 00 00 00  | ..D._...A..H.........9.......... | 
| a8a80 |  00 41 0e 10 83 02 47 0e 40 02 d8 0a 0e 10 44 0e    08 44 0b 00 14 00 00 00 e8 39 00 00 74 cb fa ff  | .A....G.@.....D..D.......9..t... | 
| a8aa0 |  5f 00 00 00 00 44 0e 20 02 5a 0e 08 14 00 00 00    00 3a 00 00 bc cb fa ff bb 00 00 00 00 44 0e 20  | _....D...Z.......:...........D.. | 
| a8ac0 |  02 b6 0e 08 20 00 00 00 18 3a 00 00 64 cc fa ff    35 01 00 00 00 44 0e 20 02 62 0a 0e 08 4a 0b 02  | .........:..d...5....D...b...J.. | 
| a8ae0 |  87 0a 0e 08 49 0b 00 00 28 00 00 00 3c 3a 00 00    80 cd fa ff 56 01 00 00 00 42 0e 10 8e 02 41 0e  | ....I...(...<:......V....B....A. | 
| a8b00 |  18 83 03 47 0e 40 03 43 01 0e 18 46 0e 10 42 0e    08 00 00 00 20 00 00 00 68 3a 00 00 b4 ce fa ff  | ...G.@.C...F..B.........h:...... | 
| a8b20 |  09 01 00 00 00 4c 0e 40 02 87 0a 0e 08 4d 0b 72    0a 0e 08 45 0b 00 00 00 30 00 00 00 8c 3a 00 00  | .....L.@.....M.r...E....0....:.. | 
| a8b40 |  a0 cf fa ff a1 00 00 00 00 4d 0e 10 8c 02 47 0e    18 86 03 47 0e 20 83 04 02 54 0a 0e 18 41 0e 10  | .........M....G....G.....T...A.. | 
| a8b60 |  42 0e 08 46 0b 68 0e 08 c3 c6 cc 00 48 00 00 00    c0 3a 00 00 1c d0 fa ff 5a 01 00 00 00 42 0e 10  | B..F.h......H....:......Z....B.. | 
| a8b80 |  8f 02 42 0e 18 8e 03 42 0e 20 8d 04 42 0e 28 8c    05 44 0e 30 86 06 41 0e 38 83 07 44 0e 40 02 7d  | ..B....B....B.(..D.0..A.8..D.@.} | 
| a8ba0 |  0a 0e 38 44 0e 30 41 0e 28 42 0e 20 42 0e 18 42    0e 10 42 0e 08 45 0b 00 48 00 00 00 0c 3b 00 00  | ..8D.0A.(B..B..B..B..E..H....;.. | 
| a8bc0 |  30 d1 fa ff b7 00 00 00 00 42 0e 10 8f 02 42 0e    18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30  | 0........B....B....B....B.(..D.0 | 
| a8be0 |  86 06 41 0e 38 83 07 44 0e 50 02 6d 0a 0e 38 44    0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e  | ..A.8..D.P.m..8D.0A.(B..B..B..B. | 
| a8c00 |  08 45 0b 00 78 00 00 00 58 3b 00 00 a4 d1 fa ff    a1 01 00 00 00 42 0e 10 8f 02 44 0e 18 8e 03 42  | .E..x...X;...........B....D....B | 
| a8c20 |  0e 20 8d 04 42 0e 28 8c 05 41 0e 30 86 06 41 0e    38 83 07 44 0e 50 02 e2 0a 0e 38 41 0e 30 41 0e  | ....B.(..A.0..A.8..D.P....8A.0A. | 
| a8c40 |  28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 44 0b 02    43 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18  | (B..B..B..B..D..C..8A.0A.(B..B.. | 
| a8c60 |  42 0e 10 42 0e 08 43 0b 61 0a 0e 38 41 0e 30 41    0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b  | B..B..C.a..8A.0A.(B..B..B..B..E. | 
| a8c80 |  78 00 00 00 d4 3b 00 00 d8 d2 fa ff 91 01 00 00    00 42 0e 10 8f 02 44 0e 18 8e 03 42 0e 20 8d 04  | x....;...........B....D....B.... | 
| a8ca0 |  42 0e 28 8c 05 41 0e 30 86 06 41 0e 38 83 07 44    0e 50 02 d3 0a 0e 38 41 0e 30 41 0e 28 42 0e 20  | B.(..A.0..A.8..D.P....8A.0A.(B.. | 
| a8cc0 |  42 0e 18 42 0e 10 42 0e 08 43 0b 02 42 0a 0e 38    41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42  | B..B..B..C..B..8A.0A.(B..B..B..B | 
| a8ce0 |  0e 08 44 0b 60 0a 0e 38 41 0e 30 41 0e 28 42 0e    20 42 0e 18 42 0e 10 42 0e 08 46 0b 28 00 00 00  | ..D.`..8A.0A.(B..B..B..B..F.(... | 
| a8d00 |  50 3c 00 00 fc d3 fa ff 49 00 00 00 00 41 0e 10    86 02 43 0e 18 83 03 44 0e 20 67 0a 0e 18 41 0e  | P<......I....A....C....D..g...A. | 
| a8d20 |  10 41 0e 08 47 0b 00 00 48 00 00 00 7c 3c 00 00    20 d4 fa ff 1e 03 00 00 00 42 0e 10 8f 02 42 0e  | .A..G...H...|<...........B....B. | 
| a8d40 |  18 8e 03 42 0e 20 8d 04 42 0e 28 8c 05 44 0e 30    86 06 44 0e 38 83 07 44 0e 60 02 62 0a 0e 38 41  | ...B....B.(..D.0..D.8..D.`.b..8A | 
| a8d60 |  0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e    08 48 0b 00 94 00 00 00 c8 3c 00 00 f4 d6 fa ff  | .0A.(B..B..B..B..H.......<...... | 
| a8d80 |  ef 01 00 00 00 42 0e 10 8f 02 42 0e 18 8e 03 42    0e 20 8d 04 42 0e 28 8c 05 44 0e 30 86 06 44 0e  | .....B....B....B....B.(..D.0..D. | 
| a8da0 |  38 83 07 44 0e 50 02 85 0a 0e 38 41 0e 30 41 0e    28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 45 0b 02  | 8..D.P....8A.0A.(B..B..B..B..E.. | 
| a8dc0 |  8b 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18    42 0e 10 42 0e 08 43 0b 02 64 0a 0e 38 41 0e 30  | ...8A.0A.(B..B..B..B..C..d..8A.0 | 
| a8de0 |  41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 42    0b 6d 0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e  | A.(B..B..B..B..B.m..8A.0A.(B..B. | 
| a8e00 |  18 42 0e 10 42 0e 08 41 0b 00 00 00 64 00 00 00    60 3d 00 00 4c d8 fa ff 7b 02 00 00 00 42 0e 10  | .B..B..A....d...`=..L...{....B.. | 
| a8e20 |  8f 02 42 0e 18 8e 03 42 0e 20 8d 04 42 0e 28 8c    05 41 0e 30 86 06 41 0e 38 83 07 47 0e 50 02 b7  | ..B....B....B.(..A.0..A.8..G.P.. | 
| a8e40 |  0a 0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18 42    0e 10 42 0e 08 46 0b 03 49 01 0a 0e 38 41 0e 30  | ..8A.0A.(B..B..B..B..F..I...8A.0 | 
| a8e60 |  41 0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 45    0b 00 00 00 78 00 00 00 c8 3d 00 00 64 da fa ff  | A.(B..B..B..B..E....x....=..d... | 
| a8e80 |  60 02 00 00 00 42 0e 10 8f 02 42 0e 18 8e 03 45    0e 20 8d 04 42 0e 28 8c 05 41 0e 30 86 06 41 0e  | `....B....B....E....B.(..A.0..A. | 
| a8ea0 |  38 83 07 44 0e 50 52 0a 0e 38 4b 0e 30 41 0e 28    42 0e 20 42 0e 18 42 0e 10 42 0e 08 49 0b 5f 0a  | 8..D.PR..8K.0A.(B..B..B..B..I._. | 
| a8ec0 |  0e 38 41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e    10 42 0e 08 47 0b 03 4c 01 0a 0e 38 41 0e 30 41  | .8A.0A.(B..B..B..B..G..L...8A.0A | 
| a8ee0 |  0e 28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 4a 0b    2c 00 00 00 44 3e 00 00 48 dc fa ff 77 00 00 00  | .(B..B..B..B..J.,...D>..H...w... | 
| a8f00 |  00 4b 0e 10 8c 02 48 0e 18 86 03 45 0e 20 83 04    7d 0e 18 41 0e 10 42 0e 08 48 c3 c6 cc 00 00 00  | .K....H....E....}..A..B..H...... | 
| a8f20 |  64 00 00 00 74 3e 00 00 98 dc fa ff 9d 01 00 00    00 42 0e 10 8f 02 49 0e 18 8e 03 42 0e 20 8d 04  | d...t>...........B....I....B.... | 
| a8f40 |  42 0e 28 8c 05 41 0e 30 86 06 44 0e 38 83 07 44    0e 60 03 27 01 0a 0e 38 41 0e 30 41 0e 28 42 0e  | B.(..A.0..D.8..D.`.'...8A.0A.(B. | 
| a8f60 |  20 42 0e 18 42 0e 10 42 0e 08 47 0b 02 42 0e 38    41 0e 30 41 0e 28 42 0e 20 42 0e 18 42 0e 10 42  | .B..B..B..G..B.8A.0A.(B..B..B..B | 
| a8f80 |  0e 08 00 00 00 00 00 00 20 00 00 00 dc 3e 00 00    d0 dd fa ff 00 01 00 00 00 41 0e 10 83 02 47 0e  | .............>...........A....G. | 
| a8fa0 |  30 02 d7 0a 0e 10 41 0e 08 41 0b 00 34 00 00 00    00 3f 00 00 ac de fa ff bb 02 00 00 00 41 0e 10  | 0.....A..A..4....?...........A.. | 
| a8fc0 |  83 02 47 0e 40 02 a2 0a 0e 10 45 0e 08 41 0b 02    78 0a 0e 10 45 0e 08 43 0b 03 3e 01 0a 0e 10 41  | ..G.@.....E..A..x...E..C..>....A | 
| a8fe0 |  0e 08 49 0b 10 00 00 00 38 3f 00 00 34 e1 fa ff    25 00 00 00 00 00 00 00 14 00 00 00 4c 3f 00 00  | ..I.....8?..4...%...........L?.. | 
| a9000 |  50 e1 fa ff 2f 00 00 00 00 44 0e 10 6a 0e 08 00    14 00 00 00 64 3f 00 00 68 e1 fa ff 61 00 00 00  | P.../....D..j.......d?..h...a... | 
| a9020 |  00 76 0e 10 6a 0e 08 00 20 00 00 00 7c 3f 00 00    c0 e1 fa ff 8d 00 00 00 00 44 0e 20 69 0a 0e 08  | .v..j.......|?...........D..i... | 
| a9040 |  4b 0b 4a 0a 0e 08 4e 0b 78 0e 08 00 14 00 00 00    a0 3f 00 00 2c e2 fa ff 48 00 00 00 00 44 0e 20  | K.J...N.x........?..,...H....D.. | 
| a9060 |  02 43 0e 08 14 00 00 00 b8 3f 00 00 64 e2 fa ff    67 00 00 00 00 5c 0e 20 7e 0e 08 00 14 00 00 00  | .C.......?..d...g....\..~....... | 
| a9080 |  d0 3f 00 00 bc e2 fa ff 59 00 00 00 00 44 0e 20    02 48 0e 08 20 00 00 00 e8 3f 00 00 04 e3 fa ff  | .?......Y....D...H.......?...... | 
| a90a0 |  71 00 00 00 00 44 0e 10 65 0a 0e 08 47 0b 4a 0a    0e 08 46 0b 6c 0e 08 00 18 00 00 00 0c 40 00 00  | q....D..e...G.J...F.l........@.. | 
| a90c0 |  60 e3 fa ff 48 00 00 00 00 44 0e 20 7c 0a 0e 08    41 0b 00 00 34 00 00 00 28 40 00 00 94 e3 fa ff  | `...H....D..|...A...4...(@...... | 
| a90e0 |  01 03 00 00 00 41 0e 10 86 02 4f 0e 20 02 b8 0a    0e 10 45 0e 08 43 0b 02 83 0a 0e 10 41 0e 08 54  | .....A....O.......E..C......A..T | 
| a9100 |  0b 7a 0a 0e 10 45 0e 08 49 0b 00 00 20 00 00 00    60 40 00 00 6c e6 fa ff c1 03 00 00 00 41 0e 10  | .z...E..I.......`@..l........A.. | 
| a9120 |  86 02 4b 0e 40 03 12 01 0a 0e 10 41 0e 08 51 0b    20 00 00 00 84 40 00 00 18 ea fa ff 38 01 00 00  | ..K.@......A..Q......@......8... | 
| a9140 |  00 41 0e 10 83 02 57 0e 30 02 ac 0a 0e 10 45 0e    08 47 0b 00 14 00 00 00 a8 40 00 00 34 eb fa ff  | .A....W.0.....E..G.......@..4... | 
| a9160 |  60 00 00 00 00 74 0e 20 5f 0e 08 00 18 00 00 00    c0 40 00 00 7c eb fa ff 5d 00 00 00 00 44 0e 20  | `....t.._........@..|...]....D.. | 
| a9180 |  67 0a 0e 08 55 0b 00 00 20 00 00 00 dc 40 00 00    c0 eb fa ff 8e 01 00 00 00 41 0e 10 86 02 4b 0e  | g...U........@...........A....K. | 
| a91a0 |  30 02 9f 0a 0e 10 45 0e 08 48 0b 00 20 00 00 00    00 41 00 00 2c ed fa ff 9a 00 00 00 00 41 0e 10  | 0.....E..H.......A..,........A.. | 
| a91c0 |  83 02 47 0e 20 02 43 0a 0e 10 41 0e 08 4c 0b 00    24 00 00 00 24 41 00 00 a8 ed fa ff 7a 00 00 00  | ..G...C...A..L..$...$A......z... | 
| a91e0 |  00 41 0e 10 86 02 47 0e 20 73 0a 0e 10 41 0e 08    4c 0b 68 0e 10 45 0e 08 50 00 00 00 4c 41 00 00  | .A....G..s...A..L.h..E..P...LA.. | 
| a9200 |  00 ee fa ff ac 02 00 00 00 42 0e 10 8e 02 41 0e    18 86 03 44 0e 20 83 04 44 0e 40 02 aa 0a 0e 20  | .........B....A....D....D.@..... | 
| a9220 |  41 0e 18 41 0e 10 46 0e 08 4b 0b 02 82 0a 0e 20    41 0e 18 41 0e 10 42 0e 08 52 0b 03 3b 01 0e 20  | A..A..F..K......A..A..B..R..;... | 
| a9240 |  41 0e 18 41 0e 10 46 0e 08 00 00 00 20 00 00 00    a0 41 00 00 5c f0 fa ff 4a 01 00 00 00 41 0e 10  | A..A..F..........A..\...J....A.. | 
| a9260 |  86 02 47 0e 20 02 92 0a 0e 10 41 0e 08 4d 0b 00    14 00 00 00 c4 41 00 00 88 f1 fa ff 3b 00 00 00  | ..G.......A..M.......A......;... | 
| a9280 |  00 44 0e 20 76 0e 08 00 28 00 00 00 dc 41 00 00    b0 f1 fa ff 86 00 00 00 00 4d 0e 10 86 02 61 0a  | .D..v...(....A...........M....a. | 
| a92a0 |  0e 08 4a 0b 6e 0a 0e 08 4a 0b 4c 0a 0e 08 44 0b    41 0e 08 00 48 00 00 00 08 42 00 00 14 f2 fa ff  | ..J.n...J.L...D.A...H....B...... | 
| a92c0 |  f5 04 00 00 00 42 0e 10 8f 02 42 0e 18 8e 03 42    0e 20 8d 04 45 0e 28 8c 05 41 0e 30 86 06 44 0e  | .....B....B....B....E.(..A.0..D. | 
| a92e0 |  38 83 07 47 0e a0 01 5b 0a 0e 38 44 0e 30 41 0e    28 42 0e 20 42 0e 18 42 0e 10 42 0e 08 41 0b 00  | 8..G...[..8D.0A.(B..B..B..B..A.. | 
| a9300 |  10 00 00 00 54 42 00 00 c8 f6 fa ff 05 00 00 00    00 00 00 00 10 00 00 00 68 42 00 00 c4 f6 fa ff  | ....TB..................hB...... | 
| a9320 |  05 00 00 00 00 00 00 00 14 00 00 00 7c 42 00 00    c0 f6 fa ff 6e 00 00 00 00 5c 0e 20 02 4c 0e 08  | ............|B......n....\...L.. | 
| a9340 |  10 00 00 00 94 42 00 00 18 f7 fa ff 05 00 00 00    00 00 00 00 34 00 00 00 a8 42 00 00 14 f7 fa ff  | .....B..............4....B...... | 
| a9360 |  9d 02 00 00 00 41 0e 10 83 02 47 0e 50 03 a0 01    0a 0e 10 41 0e 08 47 0b 5e 0a 0e 10 41 0e 08 41  | .....A....G.P......A..G.^...A..A | 
| a9380 |  0b 4c 0a 0e 10 41 0e 08 43 0b 00 00 20 00 00 00    e0 42 00 00 7c f9 fa ff 04 01 00 00 00 41 0e 10  | .L...A..C........B..|........A.. | 
| a93a0 |  83 02 47 0e 40 02 e0 0a 0e 10 44 0e 08 44 0b 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ..G.@.....D..D.................. | 
| a93c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a93e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9400 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9420 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9440 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9460 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9480 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a94a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
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| a9a60 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9a80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9aa0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9ac0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9ae0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9b00 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9b20 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9b40 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9b60 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9b80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9ba0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9bc0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9be0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9c00 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9c20 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9c40 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9c60 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9c80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9ca0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9cc0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9ce0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 f0 33 01 00 00 00 00 00  | .........................3...... | 
| a9d00 |  b0 33 01 00 00 00 00 00 08 ad 0a 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .3.............................. | 
| a9d20 |  01 00 00 00 00 00 00 00 2b 0b 00 00 00 00 00 00    01 00 00 00 00 00 00 00 35 0b 00 00 00 00 00 00  | ........+...............5....... | 
| a9d40 |  0c 00 00 00 00 00 00 00 00 50 00 00 00 00 00 00    0d 00 00 00 00 00 00 00 14 8e 05 00 00 00 00 00  | .........P...................... | 
| a9d60 |  19 00 00 00 00 00 00 00 f8 ac 0a 00 00 00 00 00    1b 00 00 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| a9d80 |  1a 00 00 00 00 00 00 00 00 ad 0a 00 00 00 00 00    1c 00 00 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| a9da0 |  f5 fe ff 6f 00 00 00 00 60 02 00 00 00 00 00 00    05 00 00 00 00 00 00 00 18 13 00 00 00 00 00 00  | ...o....`....................... | 
| a9dc0 |  06 00 00 00 00 00 00 00 98 02 00 00 00 00 00 00    0a 00 00 00 00 00 00 00 56 0b 00 00 00 00 00 00  | ........................V....... | 
| a9de0 |  0b 00 00 00 00 00 00 00 18 00 00 00 00 00 00 00    03 00 00 00 00 00 00 00 00 b0 0a 00 00 00 00 00  | ................................ | 
| a9e00 |  02 00 00 00 00 00 00 00 20 0d 00 00 00 00 00 00    14 00 00 00 00 00 00 00 07 00 00 00 00 00 00 00  | ................................ | 
| a9e20 |  17 00 00 00 00 00 00 00 80 35 00 00 00 00 00 00    07 00 00 00 00 00 00 00 20 20 00 00 00 00 00 00  | .........5...................... | 
| a9e40 |  08 00 00 00 00 00 00 00 60 15 00 00 00 00 00 00    09 00 00 00 00 00 00 00 18 00 00 00 00 00 00 00  | ........`....................... | 
| a9e60 |  fe ff ff 6f 00 00 00 00 d0 1f 00 00 00 00 00 00    ff ff ff 6f 00 00 00 00 02 00 00 00 00 00 00 00  | ...o...............o............ | 
| a9e80 |  f0 ff ff 6f 00 00 00 00 6e 1e 00 00 00 00 00 00    f9 ff ff 6f 00 00 00 00 c0 00 00 00 00 00 00 00  | ...o....n..........o............ | 
| a9ea0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9ec0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9ee0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9f00 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9f20 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9f40 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9f60 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9f80 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9fa0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9fc0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| a9fe0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa000 |  20 ad 0a 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 36 50 00 00 00 00 00 00  | ........................6P...... | 
| aa020 |  46 50 00 00 00 00 00 00 56 50 00 00 00 00 00 00    66 50 00 00 00 00 00 00 76 50 00 00 00 00 00 00  | FP......VP......fP......vP...... | 
| aa040 |  86 50 00 00 00 00 00 00 96 50 00 00 00 00 00 00    a6 50 00 00 00 00 00 00 b6 50 00 00 00 00 00 00  | .P.......P.......P.......P...... | 
| aa060 |  c6 50 00 00 00 00 00 00 d6 50 00 00 00 00 00 00    e6 50 00 00 00 00 00 00 f6 50 00 00 00 00 00 00  | .P.......P.......P.......P...... | 
| aa080 |  06 51 00 00 00 00 00 00 16 51 00 00 00 00 00 00    26 51 00 00 00 00 00 00 36 51 00 00 00 00 00 00  | .Q.......Q......&Q......6Q...... | 
| aa0a0 |  46 51 00 00 00 00 00 00 56 51 00 00 00 00 00 00    66 51 00 00 00 00 00 00 76 51 00 00 00 00 00 00  | FQ......VQ......fQ......vQ...... | 
| aa0c0 |  86 51 00 00 00 00 00 00 96 51 00 00 00 00 00 00    a6 51 00 00 00 00 00 00 b6 51 00 00 00 00 00 00  | .Q.......Q.......Q.......Q...... | 
| aa0e0 |  c6 51 00 00 00 00 00 00 d6 51 00 00 00 00 00 00    e6 51 00 00 00 00 00 00 f6 51 00 00 00 00 00 00  | .Q.......Q.......Q.......Q...... | 
| aa100 |  06 52 00 00 00 00 00 00 16 52 00 00 00 00 00 00    26 52 00 00 00 00 00 00 36 52 00 00 00 00 00 00  | .R.......R......&R......6R...... | 
| aa120 |  46 52 00 00 00 00 00 00 56 52 00 00 00 00 00 00    66 52 00 00 00 00 00 00 76 52 00 00 00 00 00 00  | FR......VR......fR......vR...... | 
| aa140 |  86 52 00 00 00 00 00 00 96 52 00 00 00 00 00 00    a6 52 00 00 00 00 00 00 b6 52 00 00 00 00 00 00  | .R.......R.......R.......R...... | 
| aa160 |  c6 52 00 00 00 00 00 00 d6 52 00 00 00 00 00 00    e6 52 00 00 00 00 00 00 f6 52 00 00 00 00 00 00  | .R.......R.......R.......R...... | 
| aa180 |  06 53 00 00 00 00 00 00 16 53 00 00 00 00 00 00    26 53 00 00 00 00 00 00 36 53 00 00 00 00 00 00  | .S.......S......&S......6S...... | 
| aa1a0 |  46 53 00 00 00 00 00 00 56 53 00 00 00 00 00 00    66 53 00 00 00 00 00 00 76 53 00 00 00 00 00 00  | FS......VS......fS......vS...... | 
| aa1c0 |  86 53 00 00 00 00 00 00 96 53 00 00 00 00 00 00    a6 53 00 00 00 00 00 00 b6 53 00 00 00 00 00 00  | .S.......S.......S.......S...... | 
| aa1e0 |  c6 53 00 00 00 00 00 00 d6 53 00 00 00 00 00 00    e6 53 00 00 00 00 00 00 f6 53 00 00 00 00 00 00  | .S.......S.......S.......S...... | 
| aa200 |  06 54 00 00 00 00 00 00 16 54 00 00 00 00 00 00    26 54 00 00 00 00 00 00 36 54 00 00 00 00 00 00  | .T.......T......&T......6T...... | 
| aa220 |  46 54 00 00 00 00 00 00 56 54 00 00 00 00 00 00    66 54 00 00 00 00 00 00 76 54 00 00 00 00 00 00  | FT......VT......fT......vT...... | 
| aa240 |  86 54 00 00 00 00 00 00 96 54 00 00 00 00 00 00    a6 54 00 00 00 00 00 00 b6 54 00 00 00 00 00 00  | .T.......T.......T.......T...... | 
| aa260 |  c6 54 00 00 00 00 00 00 d6 54 00 00 00 00 00 00    e6 54 00 00 00 00 00 00 f6 54 00 00 00 00 00 00  | .T.......T.......T.......T...... | 
| aa280 |  06 55 00 00 00 00 00 00 16 55 00 00 00 00 00 00    26 55 00 00 00 00 00 00 36 55 00 00 00 00 00 00  | .U.......U......&U......6U...... | 
| aa2a0 |  46 55 00 00 00 00 00 00 56 55 00 00 00 00 00 00    66 55 00 00 00 00 00 00 76 55 00 00 00 00 00 00  | FU......VU......fU......vU...... | 
| aa2c0 |  86 55 00 00 00 00 00 00 96 55 00 00 00 00 00 00    a6 55 00 00 00 00 00 00 b6 55 00 00 00 00 00 00  | .U.......U.......U.......U...... | 
| aa2e0 |  c6 55 00 00 00 00 00 00 d6 55 00 00 00 00 00 00    e6 55 00 00 00 00 00 00 f6 55 00 00 00 00 00 00  | .U.......U.......U.......U...... | 
| aa300 |  06 56 00 00 00 00 00 00 16 56 00 00 00 00 00 00    26 56 00 00 00 00 00 00 36 56 00 00 00 00 00 00  | .V.......V......&V......6V...... | 
| aa320 |  46 56 00 00 00 00 00 00 56 56 00 00 00 00 00 00    66 56 00 00 00 00 00 00 76 56 00 00 00 00 00 00  | FV......VV......fV......vV...... | 
| aa340 |  86 56 00 00 00 00 00 00 96 56 00 00 00 00 00 00    a6 56 00 00 00 00 00 00 b6 56 00 00 00 00 00 00  | .V.......V.......V.......V...... | 
| aa360 |  c6 56 00 00 00 00 00 00 d6 56 00 00 00 00 00 00    e6 56 00 00 00 00 00 00 f6 56 00 00 00 00 00 00  | .V.......V.......V.......V...... | 
| aa380 |  06 57 00 00 00 00 00 00 16 57 00 00 00 00 00 00    26 57 00 00 00 00 00 00 36 57 00 00 00 00 00 00  | .W.......W......&W......6W...... | 
| aa3a0 |  46 57 00 00 00 00 00 00 56 57 00 00 00 00 00 00    66 57 00 00 00 00 00 00 76 57 00 00 00 00 00 00  | FW......VW......fW......vW...... | 
| aa3c0 |  86 57 00 00 00 00 00 00 96 57 00 00 00 00 00 00    a6 57 00 00 00 00 00 00 b6 57 00 00 00 00 00 00  | .W.......W.......W.......W...... | 
| aa3e0 |  c6 57 00 00 00 00 00 00 d6 57 00 00 00 00 00 00    e6 57 00 00 00 00 00 00 f6 57 00 00 00 00 00 00  | .W.......W.......W.......W...... | 
| aa400 |  06 58 00 00 00 00 00 00 16 58 00 00 00 00 00 00    26 58 00 00 00 00 00 00 36 58 00 00 00 00 00 00  | .X.......X......&X......6X...... | 
| aa420 |  46 58 00 00 00 00 00 00 56 58 00 00 00 00 00 00    66 58 00 00 00 00 00 00 76 58 00 00 00 00 00 00  | FX......VX......fX......vX...... | 
| aa440 |  86 58 00 00 00 00 00 00 96 58 00 00 00 00 00 00    a6 58 00 00 00 00 00 00 b6 58 00 00 00 00 00 00  | .X.......X.......X.......X...... | 
| aa460 |  c6 58 00 00 00 00 00 00 d6 58 00 00 00 00 00 00    e6 58 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .X.......X.......X.............. | 
| aa480 |  ff ff ff ff ff ff ff ff 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa4a0 |  01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa4c0 |  00 00 00 00 00 00 00 00 5b b8 05 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........[....................... | 
| aa4e0 |  00 bf 0a 00 00 00 00 00 20 b5 0a 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa500 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa520 |  01 00 00 00 00 00 00 00 6d 5b 00 00 00 00 00 00    02 00 00 00 00 00 00 00 52 d9 00 00 00 00 00 00  | ........m[..............R....... | 
| aa540 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa560 |  01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 60 aa 05 00 00 00 00 00  | ........................`....... | 
| aa580 |  f0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    60 3a 01 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................`:.............. | 
| aa5a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 e0 eb 01 00 00 00 00 00  | ................................ | 
| aa5c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa5e0 |  00 00 00 00 00 00 00 00 c0 95 01 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa600 |  00 00 00 00 00 00 00 00 00 44 04 00 00 00 00 00    80 aa 05 00 00 00 00 00 30 34 01 00 00 00 00 00  | .........D..............04...... | 
| aa620 |  b0 46 01 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .F.............................. | 
| aa640 |  00 00 00 00 00 00 00 00 60 b7 0a 00 00 00 00 00    00 00 00 00 00 00 00 00 00 b7 0a 00 00 00 00 00  | ........`....................... | 
| aa660 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa680 |  00 00 00 00 00 00 00 00 80 a6 02 00 00 00 00 00    00 00 00 00 00 00 00 00 80 34 01 00 00 00 00 00  | .........................4...... | 
| aa6a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa6c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa6e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa700 |  eb b9 05 00 00 00 00 00 a0 41 01 00 00 00 00 00    90 37 01 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........A.......7.............. | 
| aa720 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa740 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa760 |  df b9 05 00 00 00 00 00 f0 eb 01 00 00 00 00 00    44 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................D............... | 
| aa780 |  df b4 05 00 00 00 00 00 e0 92 01 00 00 00 00 00    82 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa7a0 |  ca b4 05 00 00 00 00 00 b0 8e 01 00 00 00 00 00    82 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aa7c0 |  21 b5 05 00 00 00 00 00 10 c7 01 00 00 00 00 00    82 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | !............................... | 
| aa7e0 |  f7 b8 05 00 00 00 00 00 f0 8a 02 00 00 00 00 00    82 00 00 00 00 00 00 00 20 d9 07 00 00 00 00 00  | ................................ | 
| aa800 |  0c b9 05 00 00 00 00 00 b0 cf 02 00 00 00 00 00    82 00 00 00 00 00 00 00 20 d4 07 00 00 00 00 00  | ................................ | 
| aa820 |  32 b5 05 00 00 00 00 00 e0 ed 01 00 00 00 00 00    82 00 00 00 00 00 00 00 00 cd 07 00 00 00 00 00  | 2............................... | 
| aa840 |  bc b4 05 00 00 00 00 00 20 8c 01 00 00 00 00 00    82 00 00 00 00 00 00 00 40 c6 07 00 00 00 00 00  | ........................@....... | 
| aa860 |  b5 b4 05 00 00 00 00 00 40 88 01 00 00 00 00 00    82 00 00 00 00 00 00 00 80 c5 07 00 00 00 00 00  | ........@....................... | 
| aa880 |  1c b5 05 00 00 00 00 00 30 b9 01 00 00 00 00 00    82 00 00 00 00 00 00 00 00 bf 07 00 00 00 00 00  | ........0....................... | 
| aa8a0 |  a9 b4 05 00 00 00 00 00 e0 84 01 00 00 00 00 00    82 00 00 00 00 00 00 00 60 b4 07 00 00 00 00 00  | ........................`....... | 
| aa8c0 |  a0 b4 05 00 00 00 00 00 30 82 01 00 00 00 00 00    82 00 00 00 00 00 00 00 20 b0 07 00 00 00 00 00  | ........0....................... | 
| aa8e0 |  d1 b8 05 00 00 00 00 00 a0 91 02 00 00 00 00 00    82 00 00 00 00 00 00 00 c0 aa 07 00 00 00 00 00  | ................................ | 
| aa900 |  9f b9 05 00 00 00 00 00 60 d0 04 00 00 00 00 00    82 00 00 00 00 00 00 00 40 9f 07 00 00 00 00 00  | ........`...............@....... | 
| aa920 |  3c b9 05 00 00 00 00 00 50 5e 03 00 00 00 00 00    82 00 00 00 00 00 00 00 a0 9c 07 00 00 00 00 00  | <.......P^...................... | 
| aa940 |  56 b9 05 00 00 00 00 00 80 6c 03 00 00 00 00 00    82 00 00 00 00 00 00 00 c0 8e 07 00 00 00 00 00  | V........l...................... | 
| aa960 |  2a b9 05 00 00 00 00 00 10 22 03 00 00 00 00 00    82 00 00 00 00 00 00 00 a0 80 07 00 00 00 00 00  | *........"...................... | 
| aa980 |  5d b8 05 00 00 00 00 00 c0 dc 01 00 00 00 00 00    03 00 00 00 00 00 00 00 20 7c 07 00 00 00 00 00  | ]........................|...... | 
| aa9a0 |  2c b5 05 00 00 00 00 00 90 d6 01 00 00 00 00 00    03 00 00 00 00 00 00 00 e0 72 07 00 00 00 00 00  | ,........................r...... | 
| aa9c0 |  fc b8 05 00 00 00 00 00 d0 ba 02 00 00 00 00 00    82 00 00 00 00 00 00 00 c0 67 07 00 00 00 00 00  | .........................g...... | 
| aa9e0 |  90 b4 05 00 00 00 00 00 80 7f 01 00 00 00 00 00    82 00 00 00 00 00 00 00 40 5f 07 00 00 00 00 00  | ........................@_...... | 
| aaa00 |  99 b4 05 00 00 00 00 00 10 95 04 00 00 00 00 00    82 00 00 00 00 00 00 00 60 4f 07 00 00 00 00 00  | ........................`O...... | 
| aaa20 |  43 b5 05 00 00 00 00 00 10 0a 02 00 00 00 00 00    82 00 00 00 00 00 00 00 40 44 07 00 00 00 00 00  | C.......................@D...... | 
| aaa40 |  4c b5 05 00 00 00 00 00 30 7b 01 00 00 00 00 00    82 00 00 00 00 00 00 00 20 38 07 00 00 00 00 00  | L.......0{...............8...... | 
| aaa60 |  8e b4 05 00 00 00 00 00 d0 a3 01 00 00 00 00 00    82 00 00 00 00 00 00 00 00 2a 07 00 00 00 00 00  | .........................*...... | 
| aaa80 |  83 b4 05 00 00 00 00 00 b0 73 01 00 00 00 00 00    82 00 00 00 00 00 00 00 80 1c 07 00 00 00 00 00  | .........s...................... | 
| aaaa0 |  04 b5 05 00 00 00 00 00 50 21 02 00 00 00 00 00    82 00 00 00 00 00 00 00 40 13 07 00 00 00 00 00  | ........P!..............@....... | 
| aaac0 |  f9 b4 05 00 00 00 00 00 b0 9c 01 00 00 00 00 00    82 00 00 00 00 00 00 00 20 07 07 00 00 00 00 00  | ................................ | 
| aaae0 |  73 b4 05 00 00 00 00 00 f0 70 01 00 00 00 00 00    82 00 00 00 00 00 00 00 c0 fc 06 00 00 00 00 00  | s........p...................... | 
| aab00 |  52 b5 05 00 00 00 00 00 e0 0f 02 00 00 00 00 00    82 00 00 00 00 00 00 00 20 eb 06 00 00 00 00 00  | R............................... | 
| aab20 |  13 b5 05 00 00 00 00 00 10 b2 01 00 00 00 00 00    82 00 00 00 00 00 00 00 00 de 06 00 00 00 00 00  | ................................ | 
| aab40 |  3c b5 05 00 00 00 00 00 40 04 02 00 00 00 00 00    82 00 00 00 00 00 00 00 00 ce 06 00 00 00 00 00  | <.......@....................... | 
| aab60 |  63 b5 05 00 00 00 00 00 80 1b 02 00 00 00 00 00    82 00 00 00 00 00 00 00 00 c0 06 00 00 00 00 00  | c............................... | 
| aab80 |  5d b5 05 00 00 00 00 00 b0 15 02 00 00 00 00 00    82 00 00 00 00 00 00 00 00 b2 06 00 00 00 00 00  | ]............................... | 
| aaba0 |  6b b4 05 00 00 00 00 00 50 6c 01 00 00 00 00 00    82 00 00 00 00 00 00 00 20 a4 06 00 00 00 00 00  | k.......Pl...................... | 
| aabc0 |  98 b9 05 00 00 00 00 00 60 c9 04 00 00 00 00 00    82 00 00 00 00 00 00 00 e0 90 06 00 00 00 00 00  | ........`....................... | 
| aabe0 |  8f b9 05 00 00 00 00 00 60 c2 04 00 00 00 00 00    82 00 00 00 00 00 00 00 60 84 06 00 00 00 00 00  | ........`...............`....... | 
| aac00 |  61 b4 05 00 00 00 00 00 b0 67 01 00 00 00 00 00    82 00 00 00 00 00 00 00 80 72 06 00 00 00 00 00  | a........g...............r...... | 
| aac20 |  40 b4 05 00 00 00 00 00 50 64 01 00 00 00 00 00    82 00 00 00 00 00 00 00 60 68 06 00 00 00 00 00  | @.......Pd..............`h...... | 
| aac40 |  0e b5 05 00 00 00 00 00 f0 aa 01 00 00 00 00 00    82 00 00 00 00 00 00 00 e0 5c 06 00 00 00 00 00  | .........................\...... | 
| aac60 |  6c b9 05 00 00 00 00 00 a0 5a 04 00 00 00 00 00    82 00 00 00 00 00 00 00 40 52 06 00 00 00 00 00  | l........Z..............@R...... | 
| aac80 |  c8 b8 05 00 00 00 00 00 f0 f5 04 00 00 00 00 00    82 00 00 00 00 00 00 00 20 43 06 00 00 00 00 00  | .........................C...... | 
| aaca0 |  bf b8 05 00 00 00 00 00 50 83 02 00 00 00 00 00    82 00 00 00 00 00 00 00 a0 35 06 00 00 00 00 00  | ........P................5...... | 
| aacc0 |  b7 b8 05 00 00 00 00 00 a0 7f 02 00 00 00 00 00    82 00 00 00 00 00 00 00 a0 2b 06 00 00 00 00 00  | .........................+...... | 
| aace0 |  b2 b8 05 00 00 00 00 00 70 79 02 00 00 00 00 00    82 00 00 00 00 00 00 00 c0 1f 06 00 00 00 00 00  | ........py...................... | 
| aad00 |  62 b9 05 00 00 00 00 00 40 73 02 00 00 00 00 00    82 00 00 00 00 00 00 00 40 18 06 00 00 00 00 00  | b.......@s..............@....... | 
| aad20 |  5d b9 05 00 00 00 00 00 c0 36 04 00 00 00 00 00    82 00 00 00 00 00 00 00 c0 07 06 00 00 00 00 00  | ]........6...................... | 
| aad40 |  a8 b8 05 00 00 00 00 00 10 6d 02 00 00 00 00 00    82 00 00 00 00 00 00 00 c0 fb 05 00 00 00 00 00  | .........m...................... | 
| aad60 |  16 b9 05 00 00 00 00 00 e0 df 02 00 00 00 00 00    82 00 00 00 00 00 00 00 c0 e5 05 00 00 00 00 00  | ................................ | 
| aad80 |  83 b9 05 00 00 00 00 00 10 9c 04 00 00 00 00 00    82 00 00 00 00 00 00 00 60 d9 05 00 00 00 00 00  | ........................`....... | 
| aada0 |  32 b9 05 00 00 00 00 00 d0 3c 03 00 00 00 00 00    82 00 00 00 00 00 00 00 e0 cc 05 00 00 00 00 00  | 2........<...................... | 
| aadc0 |  84 b5 05 00 00 00 00 00 a0 29 02 00 00 00 00 00    82 00 00 00 00 00 00 00 20 c8 05 00 00 00 00 00  | .........)...................... | 
| aade0 |  77 b9 05 00 00 00 00 00 b0 7a 04 00 00 00 00 00    82 00 00 00 00 00 00 00 20 c3 05 00 00 00 00 00  | w........z...................... | 
| aae00 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| aae20 |  76 b8 05 00 00 00 00 00 b0 5b 02 00 00 00 00 00    03 00 00 00 00 00 00 00 a0 ba 05 00 00 00 00 00  | v........[...................... | 
| aae40 |  8f b8 05 00 00 00 00 00 60 5f 02 00 00 00 00 00    03 00 00 00 00 00 00 00 20 bb 05 00 00 00 00 00  | ........`_...................... | 
| aae60 |  96 b8 05 00 00 00 00 00 10 63 02 00 00 00 00 00    82 00 00 00 00 00 00 00 a0 bb 05 00 00 00 00 00  | .........c...................... | 
| aae80 |  e8 b9 05 00 00 00 00 00 90 5a 02 00 00 00 00 00    04 00 00 00 00 00 00 00 60 be 05 00 00 00 00 00  | .........Z..............`....... | 
| aaea0 |  f7 b8 05 00 00 00 00 00 20 af 02 00 00 00 00 00    82 00 00 00 00 00 00 00 60 c1 05 00 00 00 00 00  | ........................`....... | 
| aaec0 |  47 43 43 3a 20 28 47 4e 55 29 20 31 30 2e 32 2e    31 20 32 30 32 31 30 31 33 30 20 28 52 65 64 20  | GCC:.(GNU).10.2.1.20210130.(Red. | 
| aaee0 |  48 61 74 20 31 30 2e 32 2e 31 2d 31 31 29 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | Hat.10.2.1-11).................. | 
| aaf00 |  00 00 00 00 00 00 00 00 00 00 00 00 03 00 01 00    38 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................8............... | 
| aaf20 |  00 00 00 00 03 00 02 00 60 02 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 03 00 03 00  | ........`....................... | 
| aaf40 |  98 02 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 03 00 04 00 18 13 00 00 00 00 00 00  | ................................ | 
| aaf60 |  00 00 00 00 00 00 00 00 00 00 00 00 03 00 05 00    6e 1e 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................n............... | 
| aaf80 |  00 00 00 00 03 00 06 00 d0 1f 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 03 00 07 00  | ................................ | 
| aafa0 |  20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 03 00 08 00 80 35 00 00 00 00 00 00  | .........................5...... | 
| aafc0 |  00 00 00 00 00 00 00 00 00 00 00 00 03 00 09 00    00 50 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .................P.............. | 
| aafe0 |  00 00 00 00 03 00 0a 00 20 50 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 03 00 0b 00  | .........P...................... | 
| ab000 |  f0 58 00 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 03 00 0c 00 14 8e 05 00 00 00 00 00  | .X.............................. | 
| ab020 |  00 00 00 00 00 00 00 00 00 00 00 00 03 00 0d 00    00 90 05 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| ab040 |  00 00 00 00 03 00 0e 00 d0 49 0a 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 03 00 0f 00  | .........I...................... | 
| ab060 |  b0 50 0a 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 03 00 10 00 f8 ac 0a 00 00 00 00 00  | .P.............................. | 
| ab080 |  00 00 00 00 00 00 00 00 00 00 00 00 03 00 11 00    00 ad 0a 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| ab0a0 |  00 00 00 00 03 00 12 00 08 ad 0a 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 03 00 13 00  | ................................ | 
| ab0c0 |  20 ad 0a 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 03 00 14 00 f0 ae 0a 00 00 00 00 00  | ................................ | 
| ab0e0 |  00 00 00 00 00 00 00 00 00 00 00 00 03 00 15 00    00 b0 0a 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| ab100 |  00 00 00 00 03 00 16 00 80 b4 0a 00 00 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 03 00 17 00  | ................................ | 
| ab120 |  c0 be 0a 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 03 00 18 00 00 00 00 00 00 00 00 00  | ................................ | 
| ab140 |  00 00 00 00 00 00 00 00 01 00 00 00 04 00 f1 ff    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................................ | 
| ab160 |  0e 00 00 00 02 00 0b 00 00 34 01 00 00 00 00 00    25 00 00 00 00 00 00 00 48 00 00 00 02 00 0b 00  | .........4......%.......H....... | 
| ab180 |  30 34 01 00 00 00 00 00 45 00 00 00 00 00 00 00    7d 00 00 00 02 00 0b 00 80 34 01 00 00 00 00 00  | 04......E.......}........4...... | 
| ab1a0 |  68 00 00 00 00 00 00 00 ad 00 00 00 01 00 17 00    10 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | h............................... | 
| ab1c0 |  de 00 00 00 01 00 17 00 40 bf 0a 00 00 00 00 00    d0 10 00 00 00 00 00 00 f9 00 00 00 02 00 0b 00  | ........@....................... | 
| ab1e0 |  f0 34 01 00 00 00 00 00 ea 00 00 00 00 00 00 00    13 01 00 00 02 00 0b 00 e0 35 01 00 00 00 00 00  | .4.......................5...... | 
| ab200 |  a7 00 00 00 00 00 00 00 27 01 00 00 02 00 0b 00    90 36 01 00 00 00 00 00 1d 00 00 00 00 00 00 00  | ........'........6.............. | 
| ab220 |  41 01 00 00 02 00 0b 00 b0 36 01 00 00 00 00 00    b0 00 00 00 00 00 00 00 7b 01 00 00 02 00 0b 00  | A........6..............{....... | 
| ab240 |  60 37 01 00 00 00 00 00 25 00 00 00 00 00 00 00    86 01 00 00 02 00 0b 00 90 37 01 00 00 00 00 00  | `7......%................7...... | 
| ab260 |  68 00 00 00 00 00 00 00 c8 01 00 00 02 00 0b 00    00 38 01 00 00 00 00 00 8c 00 00 00 00 00 00 00  | h................8.............. | 
| ab280 |  f0 01 00 00 02 00 0b 00 90 38 01 00 00 00 00 00    cb 01 00 00 00 00 00 00 03 02 00 00 02 00 0b 00  | .........8...................... | 
| ab2a0 |  60 3a 01 00 00 00 00 00 c4 00 00 00 00 00 00 00    37 02 00 00 02 00 0b 00 f0 58 00 00 00 00 00 00  | `:..............7........X...... | 
| ab2c0 |  89 00 00 00 00 00 00 00 51 02 00 00 02 00 0b 00    79 59 00 00 00 00 00 00 fa 00 00 00 00 00 00 00  | ........Q.......yY.............. | 
| ab2e0 |  6b 02 00 00 02 00 0b 00 73 5a 00 00 00 00 00 00    fa 00 00 00 00 00 00 00 86 02 00 00 02 00 0b 00  | k.......sZ...................... | 
| ab300 |  6d 5b 00 00 00 00 00 00 7a 01 00 00 00 00 00 00    99 02 00 00 01 00 16 00 80 b4 0a 00 00 00 00 00  | m[......z....................... | 
| ab320 |  08 00 00 00 00 00 00 00 af 02 00 00 01 00 17 00    18 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| ab340 |  b7 02 00 00 02 00 0b 00 30 3b 01 00 00 00 00 00    63 00 00 00 00 00 00 00 c7 02 00 00 02 00 0b 00  | ........0;......c............... | 
| ab360 |  a0 3b 01 00 00 00 00 00 51 00 00 00 00 00 00 00    eb 02 00 00 02 00 0b 00 00 3c 01 00 00 00 00 00  | .;......Q................<...... | 
| ab380 |  9d 00 00 00 00 00 00 00 00 03 00 00 02 00 0b 00    e7 5c 00 00 00 00 00 00 05 01 00 00 00 00 00 00  | .................\.............. | 
| ab3a0 |  23 03 00 00 02 00 0b 00 a0 3c 01 00 00 00 00 00    4a 01 00 00 00 00 00 00 45 03 00 00 02 00 0b 00  | #........<......J.......E....... | 
| ab3c0 |  f0 3d 01 00 00 00 00 00 f9 00 00 00 00 00 00 00    68 03 00 00 02 00 0b 00 f0 3e 01 00 00 00 00 00  | .=..............h........>...... | 
| ab3e0 |  84 00 00 00 00 00 00 00 92 03 00 00 02 00 0b 00    80 3f 01 00 00 00 00 00 a2 01 00 00 00 00 00 00  | .................?.............. | 
| ab400 |  b4 03 00 00 02 00 0b 00 ec 5d 00 00 00 00 00 00    d0 00 00 00 00 00 00 00 d1 03 00 00 02 00 0b 00  | .........]...................... | 
| ab420 |  bc 5e 00 00 00 00 00 00 14 79 00 00 00 00 00 00    f5 03 00 00 01 00 0d 00 a0 e5 07 00 00 00 00 00  | .^.......y...................... | 
| ab440 |  41 00 00 00 00 00 00 00 1e 04 00 00 01 00 0d 00    20 f6 09 00 00 00 00 00 13 00 00 00 00 00 00 00  | A............................... | 
| ab460 |  39 04 00 00 01 00 0d 00 60 e5 07 00 00 00 00 00    26 00 00 00 00 00 00 00 62 04 00 00 01 00 0d 00  | 9.......`.......&.......b....... | 
| ab480 |  c8 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00    76 04 00 00 01 00 0d 00 88 f9 09 00 00 00 00 00  | ................v............... | 
| ab4a0 |  0b 00 00 00 00 00 00 00 89 04 00 00 01 00 0d 00    20 e5 07 00 00 00 00 00 3e 00 00 00 00 00 00 00  | ........................>....... | 
| ab4c0 |  b2 04 00 00 01 00 0d 00 10 fc 09 00 00 00 00 00    09 00 00 00 00 00 00 00 c2 04 00 00 01 00 0d 00  | ................................ | 
| ab4e0 |  68 fa 09 00 00 00 00 00 08 00 00 00 00 00 00 00    d4 04 00 00 01 00 0d 00 e0 e4 07 00 00 00 00 00  | h............................... | 
| ab500 |  24 00 00 00 00 00 00 00 fd 04 00 00 01 00 0d 00    f8 f7 09 00 00 00 00 00 0e 00 00 00 00 00 00 00  | $............................... | 
| ab520 |  13 05 00 00 01 00 0d 00 00 e4 07 00 00 00 00 00    cb 00 00 00 00 00 00 00 3c 05 00 00 01 00 0d 00  | ........................<....... | 
| ab540 |  b8 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00    50 05 00 00 01 00 0d 00 20 f1 09 00 00 00 00 00  | ................P............... | 
| ab560 |  21 00 00 00 00 00 00 00 77 05 00 00 01 00 0d 00    40 f4 09 00 00 00 00 00 1d 00 00 00 00 00 00 00  | !.......w.......@............... | 
| ab580 |  9a 05 00 00 01 00 0d 00 60 7c 09 00 00 00 00 00    22 00 00 00 00 00 00 00 c2 05 00 00 01 00 0d 00  | ........`|......"............... | 
| ab5a0 |  80 f3 09 00 00 00 00 00 1e 00 00 00 00 00 00 00    e6 05 00 00 01 00 0d 00 20 7c 09 00 00 00 00 00  | .........................|...... | 
| ab5c0 |  22 00 00 00 00 00 00 00 0e 06 00 00 01 00 0d 00    c0 e3 07 00 00 00 00 00 23 00 00 00 00 00 00 00  | ".......................#....... | 
| ab5e0 |  37 06 00 00 01 00 0d 00 00 f5 09 00 00 00 00 00    1a 00 00 00 00 00 00 00 57 06 00 00 01 00 0d 00  | 7.......................W....... | 
| ab600 |  60 f3 09 00 00 00 00 00 1e 00 00 00 00 00 00 00    7b 06 00 00 01 00 0d 00 e0 7b 09 00 00 00 00 00  | `...............{........{...... | 
| ab620 |  22 00 00 00 00 00 00 00 a3 06 00 00 01 00 0d 00    e0 f2 09 00 00 00 00 00 1f 00 00 00 00 00 00 00  | "............................... | 
| ab640 |  c8 06 00 00 01 00 0d 00 a0 7b 09 00 00 00 00 00    27 00 00 00 00 00 00 00 f0 06 00 00 01 00 0d 00  | .........{......'............... | 
| ab660 |  40 f2 09 00 00 00 00 00 20 00 00 00 00 00 00 00    16 07 00 00 01 00 0d 00 e0 f0 09 00 00 00 00 00  | @............................... | 
| ab680 |  21 00 00 00 00 00 00 00 3d 07 00 00 01 00 0d 00    60 7b 09 00 00 00 00 00 22 00 00 00 00 00 00 00  | !.......=.......`{......"....... | 
| ab6a0 |  65 07 00 00 01 00 0d 00 20 7b 09 00 00 00 00 00    22 00 00 00 00 00 00 00 8d 07 00 00 01 00 0d 00  | e........{......"............... | 
| ab6c0 |  80 e3 07 00 00 00 00 00 24 00 00 00 00 00 00 00    b6 07 00 00 01 00 0d 00 e0 7a 09 00 00 00 00 00  | ........$................z...... | 
| ab6e0 |  2c 00 00 00 00 00 00 00 de 07 00 00 01 00 0d 00    40 e3 07 00 00 00 00 00 2a 00 00 00 00 00 00 00  | ,...............@.......*....... | 
| ab700 |  07 08 00 00 01 00 0d 00 00 e3 07 00 00 00 00 00    2d 00 00 00 00 00 00 00 30 08 00 00 01 00 0d 00  | ................-.......0....... | 
| ab720 |  c0 e2 07 00 00 00 00 00 25 00 00 00 00 00 00 00    59 08 00 00 01 00 0d 00 c0 f2 09 00 00 00 00 00  | ........%.......Y............... | 
| ab740 |  1f 00 00 00 00 00 00 00 7e 08 00 00 01 00 0d 00    a0 f2 09 00 00 00 00 00 1f 00 00 00 00 00 00 00  | ........~....................... | 
| ab760 |  a3 08 00 00 01 00 0d 00 80 e2 07 00 00 00 00 00    24 00 00 00 00 00 00 00 cc 08 00 00 01 00 0d 00  | ................$............... | 
| ab780 |  20 f2 09 00 00 00 00 00 20 00 00 00 00 00 00 00    f2 08 00 00 01 00 0d 00 40 f3 09 00 00 00 00 00  | ........................@....... | 
| ab7a0 |  1e 00 00 00 00 00 00 00 16 09 00 00 01 00 0d 00    20 f4 09 00 00 00 00 00 1d 00 00 00 00 00 00 00  | ................................ | 
| ab7c0 |  39 09 00 00 01 00 0d 00 80 f2 09 00 00 00 00 00    1f 00 00 00 00 00 00 00 5e 09 00 00 01 00 0d 00  | 9.......................^....... | 
| ab7e0 |  20 f3 09 00 00 00 00 00 1e 00 00 00 00 00 00 00    82 09 00 00 01 00 0d 00 40 e2 07 00 00 00 00 00  | ........................@....... | 
| ab800 |  28 00 00 00 00 00 00 00 ab 09 00 00 01 00 0d 00    00 e2 07 00 00 00 00 00 25 00 00 00 00 00 00 00  | (.......................%....... | 
| ab820 |  d4 09 00 00 01 00 0d 00 a0 f0 09 00 00 00 00 00    21 00 00 00 00 00 00 00 fb 09 00 00 01 00 0d 00  | ................!............... | 
| ab840 |  80 f4 09 00 00 00 00 00 1c 00 00 00 00 00 00 00    1d 0a 00 00 01 00 0d 00 00 f2 09 00 00 00 00 00  | ................................ | 
| ab860 |  20 00 00 00 00 00 00 00 43 0a 00 00 01 00 0d 00    c0 e1 07 00 00 00 00 00 28 00 00 00 00 00 00 00  | ........C...............(....... | 
| ab880 |  6c 0a 00 00 01 00 0d 00 80 e1 07 00 00 00 00 00    2c 00 00 00 00 00 00 00 95 0a 00 00 01 00 0d 00  | l...............,............... | 
| ab8a0 |  a0 7a 09 00 00 00 00 00 27 00 00 00 00 00 00 00    bd 0a 00 00 01 00 0d 00 40 e1 07 00 00 00 00 00  | .z......'...............@....... | 
| ab8c0 |  28 00 00 00 00 00 00 00 e6 0a 00 00 01 00 0d 00    00 e1 07 00 00 00 00 00 23 00 00 00 00 00 00 00  | (.......................#....... | 
| ab8e0 |  0f 0b 00 00 01 00 0d 00 e0 f1 09 00 00 00 00 00    20 00 00 00 00 00 00 00 35 0b 00 00 01 00 0d 00  | ........................5....... | 
| ab900 |  c0 e0 07 00 00 00 00 00 23 00 00 00 00 00 00 00    5e 0b 00 00 01 00 0d 00 c0 f1 09 00 00 00 00 00  | ........#.......^............... | 
| ab920 |  20 00 00 00 00 00 00 00 84 0b 00 00 01 00 0d 00    60 f0 09 00 00 00 00 00 21 00 00 00 00 00 00 00  | ................`.......!....... | 
| ab940 |  ab 0b 00 00 01 00 0d 00 00 f4 09 00 00 00 00 00    1d 00 00 00 00 00 00 00 ce 0b 00 00 01 00 0d 00  | ................................ | 
| ab960 |  a0 f1 09 00 00 00 00 00 20 00 00 00 00 00 00 00    f4 0b 00 00 01 00 0d 00 e0 f3 09 00 00 00 00 00  | ................................ | 
| ab980 |  1d 00 00 00 00 00 00 00 17 0c 00 00 01 00 0d 00    c0 f3 09 00 00 00 00 00 1b 00 00 00 00 00 00 00  | ................................ | 
| ab9a0 |  3a 0c 00 00 01 00 0d 00 a0 f7 09 00 00 00 00 00    0f 00 00 00 00 00 00 00 51 0c 00 00 01 00 0d 00  | :.......................Q....... | 
| ab9c0 |  40 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00    62 0c 00 00 01 00 0d 00 80 df 07 00 00 00 00 00  | @...............b............... | 
| ab9e0 |  3e 01 00 00 00 00 00 00 8b 0c 00 00 01 00 0d 00    24 ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00  | >...............$............... | 
| aba00 |  95 0c 00 00 01 00 0d 00 20 df 07 00 00 00 00 00    47 00 00 00 00 00 00 00 be 0c 00 00 01 00 0d 00  | ................G............... | 
| aba20 |  a0 db 07 00 00 00 00 00 4c 00 00 00 00 00 00 00    e9 0c 00 00 01 00 0d 00 58 fa 09 00 00 00 00 00  | ........L...............X....... | 
| aba40 |  0a 00 00 00 00 00 00 00 fb 0c 00 00 01 00 0d 00    60 7a 09 00 00 00 00 00 21 00 00 00 00 00 00 00  | ................`z......!....... | 
| aba60 |  23 0d 00 00 01 00 0d 00 a8 f8 09 00 00 00 00 00    0c 00 00 00 00 00 00 00 37 0d 00 00 01 00 0d 00  | #.......................7....... | 
| aba80 |  78 f9 09 00 00 00 00 00 0b 00 00 00 00 00 00 00    4a 0d 00 00 01 00 0d 00 fc fe 09 00 00 00 00 00  | x...............J............... | 
| abaa0 |  01 00 00 00 00 00 00 00 56 0d 00 00 01 00 0d 00    14 ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00  | ........V....................... | 
| abac0 |  61 0d 00 00 01 00 0d 00 12 ff 09 00 00 00 00 00    02 00 00 00 00 00 00 00 6c 0d 00 00 01 00 0d 00  | a.......................l....... | 
| abae0 |  fa fe 09 00 00 00 00 00 02 00 00 00 00 00 00 00    78 0d 00 00 01 00 0d 00 10 ff 09 00 00 00 00 00  | ................x............... | 
| abb00 |  02 00 00 00 00 00 00 00 83 0d 00 00 01 00 0d 00    f8 fe 09 00 00 00 00 00 02 00 00 00 00 00 00 00  | ................................ | 
| abb20 |  8f 0d 00 00 01 00 0d 00 22 ff 09 00 00 00 00 00    02 00 00 00 00 00 00 00 99 0d 00 00 01 00 0d 00  | ........"....................... | 
| abb40 |  00 f3 09 00 00 00 00 00 20 00 00 00 00 00 00 00    bd 0d 00 00 01 00 0d 00 20 7a 09 00 00 00 00 00  | .........................z...... | 
| abb60 |  30 00 00 00 00 00 00 00 e5 0d 00 00 01 00 0d 00    e0 f4 09 00 00 00 00 00 18 00 00 00 00 00 00 00  | 0............................... | 
| abb80 |  05 0e 00 00 01 00 0d 00 e0 de 07 00 00 00 00 00    26 00 00 00 00 00 00 00 2e 0e 00 00 01 00 0d 00  | ................&............... | 
| abba0 |  e0 79 09 00 00 00 00 00 35 00 00 00 00 00 00 00    56 0e 00 00 01 00 0d 00 f4 fe 09 00 00 00 00 00  | .y......5.......V............... | 
| abbc0 |  04 00 00 00 00 00 00 00 62 0e 00 00 01 00 0d 00    f0 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00  | ........b....................... | 
| abbe0 |  6e 0e 00 00 01 00 0d 00 d0 fd 09 00 00 00 00 00    08 00 00 00 00 00 00 00 7c 0e 00 00 01 00 0d 00  | n.......................|....... | 
| abc00 |  30 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00    8d 0e 00 00 01 00 0d 00 c6 fd 09 00 00 00 00 00  | 0............................... | 
| abc20 |  06 00 00 00 00 00 00 00 9b 0e 00 00 01 00 0d 00    00 fc 09 00 00 00 00 00 0b 00 00 00 00 00 00 00  | ................................ | 
| abc40 |  ab 0e 00 00 01 00 0d 00 ec fe 09 00 00 00 00 00    04 00 00 00 00 00 00 00 b7 0e 00 00 01 00 0d 00  | ................................ | 
| abc60 |  e2 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00    c6 0e 00 00 01 00 0d 00 ae fe 09 00 00 00 00 00  | ................................ | 
| abc80 |  05 00 00 00 00 00 00 00 d3 0e 00 00 01 00 0d 00    c0 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ................................ | 
| abca0 |  e1 0e 00 00 01 00 0d 00 00 f6 09 00 00 00 00 00    13 00 00 00 00 00 00 00 fc 0e 00 00 01 00 0d 00  | ................................ | 
| abcc0 |  f8 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00    0c 0f 00 00 01 00 0d 00 db fc 09 00 00 00 00 00  | ................................ | 
| abce0 |  07 00 00 00 00 00 00 00 1b 0f 00 00 01 00 0d 00    e8 fb 09 00 00 00 00 00 0b 00 00 00 00 00 00 00  | ................................ | 
| abd00 |  2b 0f 00 00 01 00 0d 00 a9 fe 09 00 00 00 00 00    05 00 00 00 00 00 00 00 38 0f 00 00 01 00 0d 00  | +.......................8....... | 
| abd20 |  20 ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00    42 0f 00 00 01 00 0d 00 a4 fe 09 00 00 00 00 00  | ................B............... | 
| abd40 |  05 00 00 00 00 00 00 00 4f 0f 00 00 01 00 0d 00    e0 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........O....................... | 
| abd60 |  5f 0f 00 00 01 00 0d 00 20 fb 09 00 00 00 00 00    09 00 00 00 00 00 00 00 70 0f 00 00 01 00 0d 00  | _.......................p....... | 
| abd80 |  c0 6a 09 00 00 00 00 00 03 0f 00 00 00 00 00 00    98 0f 00 00 01 00 0d 00 e8 f7 09 00 00 00 00 00  | .j.............................. | 
| abda0 |  0e 00 00 00 00 00 00 00 ae 0f 00 00 01 00 0d 00    60 f7 09 00 00 00 00 00 0f 00 00 00 00 00 00 00  | ................`............... | 
| abdc0 |  c6 0f 00 00 01 00 0d 00 d4 fc 09 00 00 00 00 00    07 00 00 00 00 00 00 00 d5 0f 00 00 01 00 0d 00  | ................................ | 
| abde0 |  9e fe 09 00 00 00 00 00 06 00 00 00 00 00 00 00    e2 0f 00 00 01 00 0d 00 ba fd 09 00 00 00 00 00  | ................................ | 
| abe00 |  06 00 00 00 00 00 00 00 f0 0f 00 00 01 00 0d 00    20 68 09 00 00 00 00 00 9e 02 00 00 00 00 00 00  | .................h.............. | 
| abe20 |  18 10 00 00 01 00 0d 00 a0 de 07 00 00 00 00 00    28 00 00 00 00 00 00 00 41 10 00 00 01 00 0d 00  | ................(.......A....... | 
| abe40 |  d8 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00    51 10 00 00 01 00 0d 00 d0 fb 09 00 00 00 00 00  | ................Q............... | 
| abe60 |  08 00 00 00 00 00 00 00 61 10 00 00 01 00 0d 00    98 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00  | ........a....................... | 
| abe80 |  75 10 00 00 01 00 0d 00 60 de 07 00 00 00 00 00    34 00 00 00 00 00 00 00 9e 10 00 00 01 00 0d 00  | u.......`.......4............... | 
| abea0 |  48 fa 09 00 00 00 00 00 0a 00 00 00 00 00 00 00    b0 10 00 00 01 00 0d 00 e0 5e 09 00 00 00 00 00  | H........................^...... | 
| abec0 |  36 09 00 00 00 00 00 00 d8 10 00 00 01 00 0d 00    cd fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00  | 6............................... | 
| abee0 |  e7 10 00 00 01 00 0d 00 00 51 09 00 00 00 00 00    cf 0d 00 00 00 00 00 00 0f 11 00 00 01 00 0d 00  | .........Q...................... | 
| abf00 |  b0 fd 09 00 00 00 00 00 0a 00 00 00 00 00 00 00    1d 11 00 00 01 00 0d 00 d0 f7 09 00 00 00 00 00  | ................................ | 
| abf20 |  12 00 00 00 00 00 00 00 33 11 00 00 01 00 0d 00    e0 f5 09 00 00 00 00 00 13 00 00 00 00 00 00 00  | ........3....................... | 
| abf40 |  4e 11 00 00 01 00 0d 00 50 f7 09 00 00 00 00 00    10 00 00 00 00 00 00 00 66 11 00 00 01 00 0d 00  | N.......P...............f....... | 
| abf60 |  99 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00    73 11 00 00 01 00 0d 00 c0 f7 09 00 00 00 00 00  | ................s............... | 
| abf80 |  0e 00 00 00 00 00 00 00 89 11 00 00 01 00 0d 00    e8 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00  | ................................ | 
| abfa0 |  95 11 00 00 01 00 0d 00 20 de 07 00 00 00 00 00    25 00 00 00 00 00 00 00 be 11 00 00 01 00 0d 00  | ................%............... | 
| abfc0 |  e0 dd 07 00 00 00 00 00 33 00 00 00 00 00 00 00    e7 11 00 00 01 00 0d 00 c6 fc 09 00 00 00 00 00  | ........3....................... | 
| abfe0 |  07 00 00 00 00 00 00 00 f6 11 00 00 01 00 0d 00    0d ff 09 00 00 00 00 00 03 00 00 00 00 00 00 00  | ................................ | 
| ac000 |  01 12 00 00 01 00 0d 00 a4 fd 09 00 00 00 00 00    06 00 00 00 00 00 00 00 0f 12 00 00 01 00 0d 00  | ................................ | 
| ac020 |  9e fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00    1d 12 00 00 01 00 0d 00 38 fa 09 00 00 00 00 00  | ........................8....... | 
| ac040 |  0a 00 00 00 00 00 00 00 2f 12 00 00 01 00 0d 00    e0 e3 09 00 00 00 00 00 61 0c 00 00 00 00 00 00  | ......../...............a....... | 
| ac060 |  56 12 00 00 01 00 0d 00 c8 fb 09 00 00 00 00 00    08 00 00 00 00 00 00 00 66 12 00 00 01 00 0d 00  | V.......................f....... | 
| ac080 |  e4 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00    72 12 00 00 01 00 0d 00 bf fc 09 00 00 00 00 00  | ................r............... | 
| ac0a0 |  07 00 00 00 00 00 00 00 81 12 00 00 01 00 0d 00    98 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ................................ | 
| ac0c0 |  8f 12 00 00 01 00 0d 00 92 fd 09 00 00 00 00 00    06 00 00 00 00 00 00 00 9d 12 00 00 01 00 0d 00  | ................................ | 
| ac0e0 |  68 f9 09 00 00 00 00 00 0b 00 00 00 00 00 00 00    b0 12 00 00 01 00 0d 00 b8 fc 09 00 00 00 00 00  | h............................... | 
| ac100 |  07 00 00 00 00 00 00 00 bf 12 00 00 01 00 0d 00    88 fd 09 00 00 00 00 00 0a 00 00 00 00 00 00 00  | ................................ | 
| ac120 |  cd 12 00 00 01 00 0d 00 e0 fe 09 00 00 00 00 00    04 00 00 00 00 00 00 00 d9 12 00 00 01 00 0d 00  | ................................ | 
| ac140 |  7f fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00    e7 12 00 00 01 00 0d 00 90 fe 09 00 00 00 00 00  | ................................ | 
| ac160 |  09 00 00 00 00 00 00 00 f4 12 00 00 01 00 0d 00    88 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00  | ................................ | 
| ac180 |  08 13 00 00 01 00 0d 00 60 46 09 00 00 00 00 00    95 0a 00 00 00 00 00 00 30 13 00 00 01 00 0d 00  | ........`F..............0....... | 
| ac1a0 |  1e ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00    3a 13 00 00 01 00 0d 00 40 38 09 00 00 00 00 00  | ................:.......@8...... | 
| ac1c0 |  1c 0e 00 00 00 00 00 00 62 13 00 00 01 00 0d 00    79 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ........b.......y............... | 
| ac1e0 |  70 13 00 00 01 00 0d 00 73 fd 09 00 00 00 00 00    06 00 00 00 00 00 00 00 7e 13 00 00 01 00 0d 00  | p.......s...............~....... | 
| ac200 |  c0 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00    8e 13 00 00 01 00 0d 00 b1 fc 09 00 00 00 00 00  | ................................ | 
| ac220 |  07 00 00 00 00 00 00 00 9d 13 00 00 01 00 0d 00    6d fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ................m............... | 
| ac240 |  ab 13 00 00 01 00 0d 00 20 2c 09 00 00 00 00 00    0f 0c 00 00 00 00 00 00 d3 13 00 00 01 00 0d 00  | .........,...................... | 
| ac260 |  67 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00    e1 13 00 00 01 00 0d 00 0a ff 09 00 00 00 00 00  | g............................... | 
| ac280 |  03 00 00 00 00 00 00 00 ec 13 00 00 01 00 0d 00    28 fa 09 00 00 00 00 00 0a 00 00 00 00 00 00 00  | ................(............... | 
| ac2a0 |  fe 13 00 00 01 00 0d 00 a0 24 09 00 00 00 00 00    7b 07 00 00 00 00 00 00 26 14 00 00 01 00 0d 00  | .........$......{.......&....... | 
| ac2c0 |  dc fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00    32 14 00 00 01 00 0d 00 80 f6 09 00 00 00 00 00  | ................2............... | 
| ac2e0 |  12 00 00 00 00 00 00 00 4c 14 00 00 01 00 0d 00    18 fa 09 00 00 00 00 00 0a 00 00 00 00 00 00 00  | ........L....................... | 
| ac300 |  5e 14 00 00 01 00 0d 00 60 dd 07 00 00 00 00 00    75 00 00 00 00 00 00 00 87 14 00 00 01 00 0d 00  | ^.......`.......u............... | 
| ac320 |  b8 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00    97 14 00 00 01 00 0d 00 aa fc 09 00 00 00 00 00  | ................................ | 
| ac340 |  07 00 00 00 00 00 00 00 a6 14 00 00 01 00 0d 00    60 11 09 00 00 00 00 00 21 13 00 00 00 00 00 00  | ................`.......!....... | 
| ac360 |  ce 14 00 00 01 00 0d 00 08 fa 09 00 00 00 00 00    0a 00 00 00 00 00 00 00 e0 14 00 00 01 00 0d 00  | ................................ | 
| ac380 |  87 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00    ed 14 00 00 01 00 0d 00 90 f7 09 00 00 00 00 00  | ................................ | 
| ac3a0 |  0f 00 00 00 00 00 00 00 04 15 00 00 01 00 0d 00    e0 00 09 00 00 00 00 00 6e 10 00 00 00 00 00 00  | ........................n....... | 
| ac3c0 |  2c 15 00 00 01 00 0d 00 07 ff 09 00 00 00 00 00    03 00 00 00 00 00 00 00 37 15 00 00 01 00 0d 00  | ,.......................7....... | 
| ac3e0 |  a3 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00    46 15 00 00 01 00 0d 00 98 fc 09 00 00 00 00 00  | ................F............... | 
| ac400 |  0b 00 00 00 00 00 00 00 55 15 00 00 01 00 0d 00    61 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ........U.......a............... | 
| ac420 |  63 15 00 00 01 00 0d 00 58 f8 09 00 00 00 00 00    0e 00 00 00 00 00 00 00 78 15 00 00 01 00 0d 00  | c.......X...............x....... | 
| ac440 |  5b fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00    86 15 00 00 01 00 0d 00 55 fd 09 00 00 00 00 00  | [.......................U....... | 
| ac460 |  06 00 00 00 00 00 00 00 94 15 00 00 01 00 0d 00    4f fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ................O............... | 
| ac480 |  a2 15 00 00 01 00 0d 00 82 fe 09 00 00 00 00 00    05 00 00 00 00 00 00 00 af 15 00 00 01 00 0d 00  | ................................ | 
| ac4a0 |  7d fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00    bc 15 00 00 01 00 0d 00 f8 f9 09 00 00 00 00 00  | }............................... | 
| ac4c0 |  0a 00 00 00 00 00 00 00 ce 15 00 00 01 00 0d 00    10 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00  | ................................ | 
| ac4e0 |  df 15 00 00 01 00 0d 00 49 fd 09 00 00 00 00 00    06 00 00 00 00 00 00 00 ed 15 00 00 01 00 0d 00  | ........I....................... | 
| ac500 |  00 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00    fe 15 00 00 01 00 0d 00 f0 fa 09 00 00 00 00 00  | ................................ | 
| ac520 |  09 00 00 00 00 00 00 00 0f 16 00 00 01 00 0d 00    58 f9 09 00 00 00 00 00 0b 00 00 00 00 00 00 00  | ................X............... | 
| ac540 |  22 16 00 00 01 00 0d 00 78 fe 09 00 00 00 00 00    05 00 00 00 00 00 00 00 2f 16 00 00 01 00 0d 00  | ".......x.............../....... | 
| ac560 |  e0 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00    40 16 00 00 01 00 0d 00 43 fd 09 00 00 00 00 00  | ................@.......C....... | 
| ac580 |  06 00 00 00 00 00 00 00 4e 16 00 00 01 00 0d 00    d8 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00  | ........N....................... | 
| ac5a0 |  5a 16 00 00 01 00 0d 00 8d fc 09 00 00 00 00 00    07 00 00 00 00 00 00 00 69 16 00 00 01 00 0d 00  | Z.......................i....... | 
| ac5c0 |  1c ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00    73 16 00 00 01 00 0d 00 d4 fe 09 00 00 00 00 00  | ................s............... | 
| ac5e0 |  04 00 00 00 00 00 00 00 7f 16 00 00 01 00 0d 00    b0 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| ac600 |  8f 16 00 00 01 00 0d 00 00 d6 09 00 00 00 00 00    d2 0d 00 00 00 00 00 00 b6 16 00 00 01 00 0d 00  | ................................ | 
| ac620 |  73 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00    c3 16 00 00 01 00 0d 00 e8 f9 09 00 00 00 00 00  | s............................... | 
| ac640 |  0c 00 00 00 00 00 00 00 d5 16 00 00 01 00 0d 00    48 f9 09 00 00 00 00 00 0e 00 00 00 00 00 00 00  | ................H............... | 
| ac660 |  e8 16 00 00 01 00 0d 00 86 fc 09 00 00 00 00 00    07 00 00 00 00 00 00 00 f7 16 00 00 01 00 0d 00  | ................................ | 
| ac680 |  00 dd 07 00 00 00 00 00 54 00 00 00 00 00 00 00    20 17 00 00 01 00 0d 00 80 f7 09 00 00 00 00 00  | ........T....................... | 
| ac6a0 |  10 00 00 00 00 00 00 00 37 17 00 00 01 00 0d 00    7f fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00  | ........7....................... | 
| ac6c0 |  46 17 00 00 01 00 0d 00 6e fe 09 00 00 00 00 00    05 00 00 00 00 00 00 00 53 17 00 00 01 00 0d 00  | F.......n...............S....... | 
| ac6e0 |  38 f9 09 00 00 00 00 00 0b 00 00 00 00 00 00 00    66 17 00 00 01 00 0d 00 d0 fe 09 00 00 00 00 00  | 8...............f............... | 
| ac700 |  04 00 00 00 00 00 00 00 72 17 00 00 01 00 0d 00    69 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00  | ........r.......i............... | 
| ac720 |  7f 17 00 00 01 00 0d 00 28 f9 09 00 00 00 00 00    0b 00 00 00 00 00 00 00 92 17 00 00 01 00 0d 00  | ........(....................... | 
| ac740 |  d0 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00    a3 17 00 00 01 00 0d 00 60 f4 08 00 00 00 00 00  | ........................`....... | 
| ac760 |  70 0c 00 00 00 00 00 00 cb 17 00 00 01 00 0d 00    d8 f9 09 00 00 00 00 00 0a 00 00 00 00 00 00 00  | p............................... | 
| ac780 |  dd 17 00 00 01 00 0d 00 80 e2 08 00 00 00 00 00    ce 11 00 00 00 00 00 00 05 18 00 00 01 00 0d 00  | ................................ | 
| ac7a0 |  c8 f9 09 00 00 00 00 00 0a 00 00 00 00 00 00 00    17 18 00 00 01 00 0d 00 80 d6 08 00 00 00 00 00  | ................................ | 
| ac7c0 |  f6 0b 00 00 00 00 00 00 3f 18 00 00 01 00 0d 00    cc fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00  | ........?....................... | 
| ac7e0 |  4b 18 00 00 01 00 0d 00 60 fe 09 00 00 00 00 00    09 00 00 00 00 00 00 00 58 18 00 00 01 00 0d 00  | K.......`...............X....... | 
| ac800 |  c0 f6 09 00 00 00 00 00 11 00 00 00 00 00 00 00    71 18 00 00 01 00 0d 00 56 fe 09 00 00 00 00 00  | ................q.......V....... | 
| ac820 |  05 00 00 00 00 00 00 00 7e 18 00 00 01 00 0d 00    c0 dc 07 00 00 00 00 00 23 00 00 00 00 00 00 00  | ........~...............#....... | 
| ac840 |  a7 18 00 00 01 00 0d 00 a0 f3 09 00 00 00 00 00    1b 00 00 00 00 00 00 00 ca 18 00 00 01 00 0d 00  | ................................ | 
| ac860 |  51 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00    d7 18 00 00 01 00 0d 00 18 f9 09 00 00 00 00 00  | Q............................... | 
| ac880 |  0d 00 00 00 00 00 00 00 ea 18 00 00 01 00 0d 00    a0 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00  | ................................ | 
| ac8a0 |  fa 18 00 00 01 00 0d 00 04 ff 09 00 00 00 00 00    03 00 00 00 00 00 00 00 05 19 00 00 01 00 0d 00  | ................................ | 
| ac8c0 |  78 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00    19 19 00 00 01 00 0d 00 20 ca 08 00 00 00 00 00  | x............................... | 
| ac8e0 |  51 0c 00 00 00 00 00 00 41 19 00 00 01 00 0d 00    a0 f5 09 00 00 00 00 00 14 00 00 00 00 00 00 00  | Q.......A....................... | 
| ac900 |  5d 19 00 00 01 00 0d 00 20 b4 08 00 00 00 00 00    f4 15 00 00 00 00 00 00 85 19 00 00 01 00 0d 00  | ]............................... | 
| ac920 |  1a ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00    8f 19 00 00 01 00 0d 00 48 fe 09 00 00 00 00 00  | ........................H....... | 
| ac940 |  09 00 00 00 00 00 00 00 9c 19 00 00 01 00 0d 00    43 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00  | ................C............... | 
| ac960 |  a9 19 00 00 01 00 0d 00 3e fe 09 00 00 00 00 00    05 00 00 00 00 00 00 00 b6 19 00 00 01 00 0d 00  | ........>....................... | 
| ac980 |  60 f6 09 00 00 00 00 00 12 00 00 00 00 00 00 00    d0 19 00 00 01 00 0d 00 a0 a6 08 00 00 00 00 00  | `............................... | 
| ac9a0 |  80 0d 00 00 00 00 00 00 f8 19 00 00 01 00 0d 00    48 f8 09 00 00 00 00 00 0d 00 00 00 00 00 00 00  | ................H............... | 
| ac9c0 |  0d 1a 00 00 01 00 0d 00 3d fd 09 00 00 00 00 00    06 00 00 00 00 00 00 00 1b 1a 00 00 01 00 0d 00  | ........=....................... | 
| ac9e0 |  c0 f5 09 00 00 00 00 00 17 00 00 00 00 00 00 00    36 1a 00 00 01 00 0d 00 39 fe 09 00 00 00 00 00  | ................6.......9....... | 
| aca00 |  05 00 00 00 00 00 00 00 43 1a 00 00 01 00 0d 00    40 f5 09 00 00 00 00 00 15 00 00 00 00 00 00 00  | ........C.......@............... | 
| aca20 |  60 1a 00 00 01 00 0d 00 80 9a 08 00 00 00 00 00    01 0c 00 00 00 00 00 00 88 1a 00 00 01 00 0d 00  | `............................... | 
| aca40 |  38 f8 09 00 00 00 00 00 0d 00 00 00 00 00 00 00    9d 1a 00 00 01 00 0d 00 00 8d 08 00 00 00 00 00  | 8............................... | 
| aca60 |  70 0d 00 00 00 00 00 00 c5 1a 00 00 01 00 0d 00    78 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00  | p...............x............... | 
| aca80 |  d4 1a 00 00 01 00 0d 00 20 7d 08 00 00 00 00 00    d2 0f 00 00 00 00 00 00 fc 1a 00 00 01 00 0d 00  | .........}...................... | 
| acaa0 |  01 ff 09 00 00 00 00 00 03 00 00 00 00 00 00 00    07 1b 00 00 01 00 0d 00 98 fb 09 00 00 00 00 00  | ................................ | 
| acac0 |  08 00 00 00 00 00 00 00 17 1b 00 00 01 00 0d 00    37 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ................7............... | 
| acae0 |  25 1b 00 00 01 00 0d 00 e0 7c 08 00 00 00 00 00    27 00 00 00 00 00 00 00 4d 1b 00 00 01 00 0d 00  | %........|......'.......M....... | 
| acb00 |  80 dc 07 00 00 00 00 00 22 00 00 00 00 00 00 00    76 1b 00 00 01 00 0d 00 28 f8 09 00 00 00 00 00  | ........".......v.......(....... | 
| acb20 |  0d 00 00 00 00 00 00 00 8b 1b 00 00 01 00 0d 00    80 f5 09 00 00 00 00 00 14 00 00 00 00 00 00 00  | ................................ | 
| acb40 |  a7 1b 00 00 01 00 0d 00 c0 f4 09 00 00 00 00 00    18 00 00 00 00 00 00 00 c7 1b 00 00 01 00 0d 00  | ................................ | 
| acb60 |  70 fc 09 00 00 00 00 00 08 00 00 00 00 00 00 00    d6 1b 00 00 01 00 0d 00 20 d5 09 00 00 00 00 00  | p............................... | 
| acb80 |  c2 00 00 00 00 00 00 00 fd 1b 00 00 01 00 0d 00    c0 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00  | ................................ | 
| acba0 |  0e 1c 00 00 01 00 0d 00 18 ff 09 00 00 00 00 00    02 00 00 00 00 00 00 00 18 1c 00 00 01 00 0d 00  | ................................ | 
| acbc0 |  a0 f4 09 00 00 00 00 00 1a 00 00 00 00 00 00 00    38 1c 00 00 01 00 0d 00 68 fc 09 00 00 00 00 00  | ................8.......h....... | 
| acbe0 |  07 00 00 00 00 00 00 00 47 1c 00 00 01 00 0d 00    e0 6c 08 00 00 00 00 00 f7 0f 00 00 00 00 00 00  | ........G........l.............. | 
| acc00 |  6f 1c 00 00 01 00 0d 00 68 f8 09 00 00 00 00 00    0c 00 00 00 00 00 00 00 83 1c 00 00 01 00 0d 00  | o.......h....................... | 
| acc20 |  20 d0 09 00 00 00 00 00 f0 04 00 00 00 00 00 00    aa 1c 00 00 01 00 0d 00 60 fc 09 00 00 00 00 00  | ........................`....... | 
| acc40 |  08 00 00 00 00 00 00 00 b9 1c 00 00 01 00 0d 00    90 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00  | ................................ | 
| acc60 |  c9 1c 00 00 01 00 0d 00 20 c6 09 00 00 00 00 00    ff 09 00 00 00 00 00 00 f0 1c 00 00 01 00 0d 00  | ................................ | 
| acc80 |  30 f7 09 00 00 00 00 00 11 00 00 00 00 00 00 00    08 1d 00 00 01 00 0d 00 c8 fe 09 00 00 00 00 00  | 0............................... | 
| acca0 |  04 00 00 00 00 00 00 00 14 1d 00 00 01 00 0d 00    31 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ................1............... | 
| accc0 |  22 1d 00 00 01 00 0d 00 e0 5e 08 00 00 00 00 00    f0 0d 00 00 00 00 00 00 4a 1d 00 00 01 00 0d 00  | "........^..............J....... | 
| acce0 |  40 dc 07 00 00 00 00 00 23 00 00 00 00 00 00 00    73 1d 00 00 01 00 0d 00 60 f4 09 00 00 00 00 00  | @.......#.......s.......`....... | 
| acd00 |  1a 00 00 00 00 00 00 00 95 1d 00 00 01 00 0d 00    70 f1 09 00 00 00 00 00 1e 00 00 00 00 00 00 00  | ................p............... | 
| acd20 |  bb 1d 00 00 01 00 0d 00 34 fe 09 00 00 00 00 00    05 00 00 00 00 00 00 00 c8 1d 00 00 01 00 0d 00  | ........4....................... | 
| acd40 |  2b fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00    d6 1d 00 00 01 00 0d 00 60 f2 09 00 00 00 00 00  | +.......................`....... | 
| acd60 |  1d 00 00 00 00 00 00 00 fb 1d 00 00 01 00 0d 00    08 f9 09 00 00 00 00 00 0f 00 00 00 00 00 00 00  | ................................ | 
| acd80 |  0e 1e 00 00 01 00 0d 00 25 fd 09 00 00 00 00 00    06 00 00 00 00 00 00 00 1c 1e 00 00 01 00 0d 00  | ........%....................... | 
| acda0 |  2f fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00    29 1e 00 00 01 00 0d 00 5a fc 09 00 00 00 00 00  | /...............).......Z....... | 
| acdc0 |  06 00 00 00 00 00 00 00 38 1e 00 00 01 00 0d 00    a0 c1 09 00 00 00 00 00 71 04 00 00 00 00 00 00  | ........8...............q....... | 
| acde0 |  5f 1e 00 00 01 00 0d 00 88 fb 09 00 00 00 00 00    08 00 00 00 00 00 00 00 6f 1e 00 00 01 00 0d 00  | _.......................o....... | 
| ace00 |  60 53 08 00 00 00 00 00 76 0b 00 00 00 00 00 00    97 1e 00 00 01 00 0d 00 1f fd 09 00 00 00 00 00  | `S......v....................... | 
| ace20 |  06 00 00 00 00 00 00 00 a5 1e 00 00 01 00 0d 00    60 b8 09 00 00 00 00 00 28 09 00 00 00 00 00 00  | ................`.......(....... | 
| ace40 |  cc 1e 00 00 01 00 0d 00 53 fc 09 00 00 00 00 00    07 00 00 00 00 00 00 00 db 1e 00 00 01 00 0d 00  | ........S....................... | 
| ace60 |  20 f7 09 00 00 00 00 00 10 00 00 00 00 00 00 00    f3 1e 00 00 01 00 0d 00 40 48 08 00 00 00 00 00  | ........................@H...... | 
| ace80 |  13 0b 00 00 00 00 00 00 1b 1f 00 00 01 00 0d 00    b0 f7 09 00 00 00 00 00 0e 00 00 00 00 00 00 00  | ................................ | 
| acea0 |  31 1f 00 00 01 00 0d 00 a0 b1 09 00 00 00 00 00    b4 06 00 00 00 00 00 00 58 1f 00 00 01 00 0d 00  | 1.......................X....... | 
| acec0 |  a0 f6 09 00 00 00 00 00 13 00 00 00 00 00 00 00    71 1f 00 00 01 00 0d 00 2a fe 09 00 00 00 00 00  | ................q.......*....... | 
| acee0 |  05 00 00 00 00 00 00 00 7e 1f 00 00 01 00 0d 00    19 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ........~....................... | 
| acf00 |  8c 1f 00 00 01 00 0d 00 13 fd 09 00 00 00 00 00    06 00 00 00 00 00 00 00 9a 1f 00 00 01 00 0d 00  | ................................ | 
| acf20 |  b0 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00    ab 1f 00 00 01 00 0d 00 20 3e 08 00 00 00 00 00  | .........................>...... | 
| acf40 |  20 0a 00 00 00 00 00 00 d3 1f 00 00 01 00 0d 00    48 fc 09 00 00 00 00 00 0b 00 00 00 00 00 00 00  | ................H............... | 
| acf60 |  e2 1f 00 00 01 00 0d 00 a9 fa 09 00 00 00 00 00    07 00 00 00 00 00 00 00 f3 1f 00 00 01 00 0d 00  | ................................ | 
| acf80 |  80 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00    03 20 00 00 01 00 0d 00 78 fb 09 00 00 00 00 00  | ........................x....... | 
| acfa0 |  08 00 00 00 00 00 00 00 13 20 00 00 01 00 0d 00    18 f8 09 00 00 00 00 00 0d 00 00 00 00 00 00 00  | ................................ | 
| acfc0 |  28 20 00 00 01 00 0d 00 a0 fa 09 00 00 00 00 00    09 00 00 00 00 00 00 00 39 20 00 00 01 00 0d 00  | (.......................9....... | 
| acfe0 |  0d fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00    47 20 00 00 01 00 0d 00 25 fe 09 00 00 00 00 00  | ................G.......%....... | 
| ad000 |  05 00 00 00 00 00 00 00 54 20 00 00 01 00 0d 00    3c fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00  | ........T.......<............... | 
| ad020 |  63 20 00 00 01 00 0d 00 07 fd 09 00 00 00 00 00    06 00 00 00 00 00 00 00 71 20 00 00 01 00 0d 00  | c.......................q....... | 
| ad040 |  08 f8 09 00 00 00 00 00 0d 00 00 00 00 00 00 00    86 20 00 00 01 00 0d 00 20 fe 09 00 00 00 00 00  | ................................ | 
| ad060 |  05 00 00 00 00 00 00 00 93 20 00 00 01 00 0d 00    20 af 09 00 00 00 00 00 77 02 00 00 00 00 00 00  | ........................w....... | 
| ad080 |  ba 20 00 00 01 00 0d 00 40 f6 09 00 00 00 00 00    12 00 00 00 00 00 00 00 d4 20 00 00 01 00 0d 00  | ........@....................... | 
| ad0a0 |  b8 f9 09 00 00 00 00 00 0a 00 00 00 00 00 00 00    e6 20 00 00 01 00 0d 00 e0 3d 08 00 00 00 00 00  | .........................=...... | 
| ad0c0 |  40 00 00 00 00 00 00 00 0e 21 00 00 01 00 0d 00    01 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | @........!...................... | 
| ad0e0 |  1c 21 00 00 01 00 0d 00 70 fb 09 00 00 00 00 00    08 00 00 00 00 00 00 00 2c 21 00 00 01 00 0d 00  | .!......p...............,!...... | 
| ad100 |  60 aa 09 00 00 00 00 00 b0 04 00 00 00 00 00 00    53 21 00 00 01 00 0d 00 1b fe 09 00 00 00 00 00  | `...............S!.............. | 
| ad120 |  05 00 00 00 00 00 00 00 60 21 00 00 01 00 0d 00    fb fc 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ........`!...................... | 
| ad140 |  6e 21 00 00 01 00 0d 00 a8 f9 09 00 00 00 00 00    0a 00 00 00 00 00 00 00 80 21 00 00 01 00 0d 00  | n!.......................!...... | 
| ad160 |  16 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00    8d 21 00 00 01 00 0d 00 11 fe 09 00 00 00 00 00  | .................!.............. | 
| ad180 |  05 00 00 00 00 00 00 00 9a 21 00 00 01 00 0d 00    08 fe 09 00 00 00 00 00 09 00 00 00 00 00 00 00  | .........!...................... | 
| ad1a0 |  a7 21 00 00 01 00 0d 00 fe fd 09 00 00 00 00 00    05 00 00 00 00 00 00 00 b4 21 00 00 01 00 0d 00  | .!.......................!...... | 
| ad1c0 |  f8 f8 09 00 00 00 00 00 0b 00 00 00 00 00 00 00    c7 21 00 00 01 00 0d 00 10 f7 09 00 00 00 00 00  | .................!.............. | 
| ad1e0 |  10 00 00 00 00 00 00 00 df 21 00 00 01 00 0d 00    00 a0 09 00 00 00 00 00 41 0a 00 00 00 00 00 00  | .........!..............A....... | 
| ad200 |  06 22 00 00 01 00 0d 00 20 f5 09 00 00 00 00 00    15 00 00 00 00 00 00 00 23 22 00 00 01 00 0d 00  | ."......................#"...... | 
| ad220 |  c0 9b 09 00 00 00 00 00 36 04 00 00 00 00 00 00    4a 22 00 00 01 00 0d 00 70 f7 09 00 00 00 00 00  | ........6.......J"......p....... | 
| ad240 |  0f 00 00 00 00 00 00 00 61 22 00 00 01 00 0d 00    a0 90 09 00 00 00 00 00 1f 0b 00 00 00 00 00 00  | ........a"...................... | 
| ad260 |  88 22 00 00 01 00 0d 00 00 f7 09 00 00 00 00 00    10 00 00 00 00 00 00 00 a0 22 00 00 01 00 0d 00  | ."......................."...... | 
| ad280 |  20 88 09 00 00 00 00 00 7a 08 00 00 00 00 00 00    c7 22 00 00 01 00 0d 00 e8 f8 09 00 00 00 00 00  | ........z........".............. | 
| ad2a0 |  0b 00 00 00 00 00 00 00 da 22 00 00 01 00 0d 00    40 2c 08 00 00 00 00 00 82 11 00 00 00 00 00 00  | ........."......@,.............. | 
| ad2c0 |  02 23 00 00 01 00 0d 00 f5 fc 09 00 00 00 00 00    06 00 00 00 00 00 00 00 10 23 00 00 01 00 0d 00  | .#.......................#...... | 
| ad2e0 |  50 f1 09 00 00 00 00 00 1f 00 00 00 00 00 00 00    36 23 00 00 01 00 0d 00 00 2c 08 00 00 00 00 00  | P...............6#.......,...... | 
| ad300 |  21 00 00 00 00 00 00 00 5e 23 00 00 01 00 0d 00    c0 fe 09 00 00 00 00 00 08 00 00 00 00 00 00 00  | !.......^#...................... | 
| ad320 |  6a 23 00 00 01 00 0d 00 68 fb 09 00 00 00 00 00    08 00 00 00 00 00 00 00 7a 23 00 00 01 00 0d 00  | j#......h...............z#...... | 
| ad340 |  90 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00    8b 23 00 00 01 00 0d 00 bb fe 09 00 00 00 00 00  | .................#.............. | 
| ad360 |  04 00 00 00 00 00 00 00 97 23 00 00 01 00 0d 00    e0 f6 09 00 00 00 00 00 16 00 00 00 00 00 00 00  | .........#...................... | 
| ad380 |  af 23 00 00 01 00 0d 00 20 2b 08 00 00 00 00 00    d8 00 00 00 00 00 00 00 d7 23 00 00 01 00 0d 00  | .#.......+...............#...... | 
| ad3a0 |  b7 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00    e3 23 00 00 01 00 0d 00 f9 fd 09 00 00 00 00 00  | .................#.............. | 
| ad3c0 |  05 00 00 00 00 00 00 00 f0 23 00 00 01 00 0d 00    f0 fd 09 00 00 00 00 00 09 00 00 00 00 00 00 00  | .........#...................... | 
| ad3e0 |  fd 23 00 00 01 00 0d 00 60 fb 09 00 00 00 00 00    08 00 00 00 00 00 00 00 0d 24 00 00 01 00 0d 00  | .#......`................$...... | 
| ad400 |  b3 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00    19 24 00 00 01 00 0d 00 c0 25 08 00 00 00 00 00  | .................$.......%...... | 
| ad420 |  53 05 00 00 00 00 00 00 41 24 00 00 01 00 0d 00    d8 f8 09 00 00 00 00 00 0b 00 00 00 00 00 00 00  | S.......A$...................... | 
| ad440 |  54 24 00 00 01 00 0d 00 20 1b 08 00 00 00 00 00    8c 0a 00 00 00 00 00 00 7c 24 00 00 01 00 0d 00  | T$......................|$...... | 
| ad460 |  e7 fd 09 00 00 00 00 00 05 00 00 00 00 00 00 00    89 24 00 00 01 00 0d 00 fd fe 09 00 00 00 00 00  | .................$.............. | 
| ad480 |  04 00 00 00 00 00 00 00 94 24 00 00 01 00 0d 00    35 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00  | .........$......5............... | 
| ad4a0 |  a3 24 00 00 01 00 0d 00 2e fc 09 00 00 00 00 00    07 00 00 00 00 00 00 00 b2 24 00 00 01 00 0d 00  | .$.......................$...... | 
| ad4c0 |  27 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00    c1 24 00 00 01 00 0d 00 ef fc 09 00 00 00 00 00  | '................$.............. | 
| ad4e0 |  06 00 00 00 00 00 00 00 cf 24 00 00 01 00 0d 00    58 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........$......X............... | 
| ad500 |  df 24 00 00 01 00 0d 00 00 0d 08 00 00 00 00 00    1f 0e 00 00 00 00 00 00 07 25 00 00 01 00 0d 00  | .$.......................%...... | 
| ad520 |  20 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00    16 25 00 00 01 00 0d 00 19 fc 09 00 00 00 00 00  | .................%.............. | 
| ad540 |  07 00 00 00 00 00 00 00 25 25 00 00 01 00 0d 00    80 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00  | ........%%...................... | 
| ad560 |  36 25 00 00 01 00 0d 00 e0 ff 07 00 00 00 00 00    03 0d 00 00 00 00 00 00 5e 25 00 00 01 00 0d 00  | 6%......................^%...... | 
| ad580 |  e2 fd 09 00 00 00 00 00 05 00 00 00 00 00 00 00    6b 25 00 00 01 00 0d 00 a0 7c 09 00 00 00 00 00  | ................k%.......|...... | 
| ad5a0 |  6b 0b 00 00 00 00 00 00 92 25 00 00 01 00 0d 00    dd fd 09 00 00 00 00 00 05 00 00 00 00 00 00 00  | k........%...................... | 
| ad5c0 |  9f 25 00 00 01 00 0d 00 70 fa 09 00 00 00 00 00    09 00 00 00 00 00 00 00 b0 25 00 00 01 00 0d 00  | .%......p................%...... | 
| ad5e0 |  50 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00    c0 25 00 00 01 00 0d 00 e0 f1 07 00 00 00 00 00  | P................%.............. | 
| ad600 |  ee 0d 00 00 00 00 00 00 e8 25 00 00 01 00 0d 00    98 f9 09 00 00 00 00 00 0a 00 00 00 00 00 00 00  | .........%...................... | 
| ad620 |  fa 25 00 00 01 00 0d 00 16 ff 09 00 00 00 00 00    02 00 00 00 00 00 00 00 04 26 00 00 01 00 0d 00  | .%.......................&...... | 
| ad640 |  00 dc 07 00 00 00 00 00 2f 00 00 00 00 00 00 00    2d 26 00 00 01 00 0d 00 60 f5 09 00 00 00 00 00  | ......../.......-&......`....... | 
| ad660 |  16 00 00 00 00 00 00 00 49 26 00 00 01 00 0d 00    e9 fc 09 00 00 00 00 00 06 00 00 00 00 00 00 00  | ........I&...................... | 
| ad680 |  57 26 00 00 01 00 0d 00 d8 fd 09 00 00 00 00 00    05 00 00 00 00 00 00 00 64 26 00 00 01 00 0d 00  | W&......................d&...... | 
| ad6a0 |  00 e6 07 00 00 00 00 00 c9 0b 00 00 00 00 00 00    8c 26 00 00 02 00 0b 00 30 41 01 00 00 00 00 00  | .................&......0A...... | 
| ad6c0 |  6b 00 00 00 00 00 00 00 a8 26 00 00 02 00 0b 00    d0 d7 00 00 00 00 00 00 6e 00 00 00 00 00 00 00  | k........&..............n....... | 
| ad6e0 |  bf 26 00 00 02 00 0b 00 a0 41 01 00 00 00 00 00    17 00 00 00 00 00 00 00 01 27 00 00 02 00 0b 00  | .&.......A...............'...... | 
| ad700 |  c0 41 01 00 00 00 00 00 06 02 00 00 00 00 00 00    18 27 00 00 02 00 0b 00 d0 43 01 00 00 00 00 00  | .A...............'.......C...... | 
| ad720 |  e0 00 00 00 00 00 00 00 3f 27 00 00 02 00 0b 00    b0 44 01 00 00 00 00 00 bc 00 00 00 00 00 00 00  | ........?'.......D.............. | 
| ad740 |  4e 27 00 00 02 00 0b 00 70 45 01 00 00 00 00 00    ac 00 00 00 00 00 00 00 77 27 00 00 02 00 0b 00  | N'......pE..............w'...... | 
| ad760 |  20 46 01 00 00 00 00 00 8a 00 00 00 00 00 00 00    94 27 00 00 02 00 0b 00 b0 46 01 00 00 00 00 00  | .F...............'.......F...... | 
| ad780 |  a7 00 00 00 00 00 00 00 c6 27 00 00 02 00 0b 00    60 47 01 00 00 00 00 00 ca 00 00 00 00 00 00 00  | .........'......`G.............. | 
| ad7a0 |  de 27 00 00 02 00 0b 00 30 48 01 00 00 00 00 00    91 00 00 00 00 00 00 00 eb 27 00 00 02 00 0b 00  | .'......0H...............'...... | 
| ad7c0 |  d0 48 01 00 00 00 00 00 08 01 00 00 00 00 00 00    03 28 00 00 02 00 0b 00 e0 49 01 00 00 00 00 00  | .H...............(.......I...... | 
| ad7e0 |  66 02 00 00 00 00 00 00 1d 28 00 00 02 00 0b 00    50 4c 01 00 00 00 00 00 c8 01 00 00 00 00 00 00  | f........(......PL.............. | 
| ad800 |  41 28 00 00 02 00 0b 00 20 4e 01 00 00 00 00 00    d0 03 00 00 00 00 00 00 69 28 00 00 02 00 0b 00  | A(.......N..............i(...... | 
| ad820 |  f0 51 01 00 00 00 00 00 43 01 00 00 00 00 00 00    7a 28 00 00 02 00 0b 00 40 53 01 00 00 00 00 00  | .Q......C.......z(......@S...... | 
| ad840 |  27 02 00 00 00 00 00 00 8e 28 00 00 02 00 0b 00    70 55 01 00 00 00 00 00 6b 01 00 00 00 00 00 00  | '........(......pU......k....... | 
| ad860 |  b0 28 00 00 02 00 0b 00 e0 56 01 00 00 00 00 00    8d 00 00 00 00 00 00 00 cb 28 00 00 02 00 0b 00  | .(.......V...............(...... | 
| ad880 |  e0 56 01 00 00 00 00 00 8d 00 00 00 00 00 00 00    e2 28 00 00 02 00 0b 00 e0 56 01 00 00 00 00 00  | .V...............(.......V...... | 
| ad8a0 |  8d 00 00 00 00 00 00 00 f6 28 00 00 02 00 0b 00    70 57 01 00 00 00 00 00 e2 01 00 00 00 00 00 00  | .........(......pW.............. | 
| ad8c0 |  1e 29 00 00 02 00 0b 00 60 59 01 00 00 00 00 00    46 01 00 00 00 00 00 00 2f 29 00 00 02 00 0b 00  | .)......`Y......F......./)...... | 
| ad8e0 |  b0 5a 01 00 00 00 00 00 93 09 00 00 00 00 00 00    42 29 00 00 01 00 17 00 00 d1 0a 00 00 00 00 00  | .Z..............B).............. | 
| ad900 |  10 00 00 00 00 00 00 00 53 29 00 00 02 00 0b 00    50 64 01 00 00 00 00 00 58 03 00 00 00 00 00 00  | ........S)......Pd......X....... | 
| ad920 |  8c 29 00 00 01 00 17 00 70 d0 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 b1 29 00 00 02 00 0b 00  | .)......p................)...... | 
| ad940 |  b0 67 01 00 00 00 00 00 98 04 00 00 00 00 00 00    eb 29 00 00 02 00 0b 00 50 6c 01 00 00 00 00 00  | .g...............)......Pl...... | 
| ad960 |  98 04 00 00 00 00 00 00 23 2a 00 00 02 00 0b 00    f0 70 01 00 00 00 00 00 b4 02 00 00 00 00 00 00  | ........#*.......p.............. | 
| ad980 |  63 2a 00 00 02 00 0b 00 b0 73 01 00 00 00 00 00    7b 07 00 00 00 00 00 00 a0 2a 00 00 02 00 0b 00  | c*.......s......{........*...... | 
| ad9a0 |  30 7b 01 00 00 00 00 00 48 04 00 00 00 00 00 00    d6 2a 00 00 02 00 0b 00 80 7f 01 00 00 00 00 00  | 0{......H........*.............. | 
| ad9c0 |  a4 02 00 00 00 00 00 00 16 2b 00 00 02 00 0b 00    30 82 01 00 00 00 00 00 a4 02 00 00 00 00 00 00  | .........+......0............... | 
| ad9e0 |  5b 2b 00 00 02 00 0b 00 e0 84 01 00 00 00 00 00    58 03 00 00 00 00 00 00 97 2b 00 00 02 00 0b 00  | [+..............X........+...... | 
| ada00 |  40 88 01 00 00 00 00 00 d8 03 00 00 00 00 00 00    ce 2b 00 00 02 00 0b 00 20 8c 01 00 00 00 00 00  | @................+.............. | 
| ada20 |  84 02 00 00 00 00 00 00 0c 2c 00 00 01 00 17 00    80 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........,...................... | 
| ada40 |  38 2c 00 00 02 00 0b 00 b0 8e 01 00 00 00 00 00    22 04 00 00 00 00 00 00 74 2c 00 00 02 00 0b 00  | 8,..............".......t,...... | 
| ada60 |  e0 92 01 00 00 00 00 00 d3 02 00 00 00 00 00 00    b0 2c 00 00 02 00 0b 00 c0 95 01 00 00 00 00 00  | .................,.............. | 
| ada80 |  af 03 00 00 00 00 00 00 e7 2c 00 00 02 00 0b 00    70 99 01 00 00 00 00 00 3e 03 00 00 00 00 00 00  | .........,......p.......>....... | 
| adaa0 |  2e 2d 00 00 01 00 17 00 48 d0 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 47 2d 00 00 02 00 0b 00  | .-......H...............G-...... | 
| adac0 |  b0 9c 01 00 00 00 00 00 1a 07 00 00 00 00 00 00    8c 2d 00 00 02 00 0b 00 d0 a3 01 00 00 00 00 00  | .................-.............. | 
| adae0 |  1a 07 00 00 00 00 00 00 be 2d 00 00 02 00 0b 00    f0 aa 01 00 00 00 00 00 1a 07 00 00 00 00 00 00  | .........-...................... | 
| adb00 |  f3 2d 00 00 02 00 0b 00 10 b2 01 00 00 00 00 00    1a 07 00 00 00 00 00 00 2c 2e 00 00 02 00 0b 00  | .-......................,....... | 
| adb20 |  30 b9 01 00 00 00 00 00 1a 07 00 00 00 00 00 00    61 2e 00 00 02 00 0b 00 50 c0 01 00 00 00 00 00  | 0...............a.......P....... | 
| adb40 |  bd 06 00 00 00 00 00 00 78 2e 00 00 02 00 0b 00    10 c7 01 00 00 00 00 00 7a 0f 00 00 00 00 00 00  | ........x...............z....... | 
| adb60 |  b3 2e 00 00 02 00 0b 00 90 d6 01 00 00 00 00 00    29 06 00 00 00 00 00 00 e9 2e 00 00 02 00 0b 00  | ................)............... | 
| adb80 |  c0 dc 01 00 00 00 00 00 29 06 00 00 00 00 00 00    1e 2f 00 00 02 00 0b 00 f0 e2 01 00 00 00 00 00  | ........)......../.............. | 
| adba0 |  f0 08 00 00 00 00 00 00 56 2f 00 00 01 00 17 00    50 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........V/......P............... | 
| adbc0 |  7b 2f 00 00 02 00 0b 00 e0 eb 01 00 00 00 00 00    05 00 00 00 00 00 00 00 67 2f 00 00 02 00 0b 00  | {/......................g/...... | 
| adbe0 |  f0 eb 01 00 00 00 00 00 05 00 00 00 00 00 00 00    b3 2f 00 00 02 00 0b 00 00 ec 01 00 00 00 00 00  | ................./.............. | 
| adc00 |  db 01 00 00 00 00 00 00 d4 2f 00 00 02 00 0b 00    3e d8 00 00 00 00 00 00 14 01 00 00 00 00 00 00  | ........./......>............... | 
| adc20 |  f9 2f 00 00 02 00 0b 00 e0 ed 01 00 00 00 00 00    52 16 00 00 00 00 00 00 33 30 00 00 01 00 17 00  | ./..............R.......30...... | 
| adc40 |  40 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    4b 30 00 00 02 00 0b 00 40 04 02 00 00 00 00 00  | @...............K0......@....... | 
| adc60 |  cb 05 00 00 00 00 00 00 82 30 00 00 02 00 0b 00    10 0a 02 00 00 00 00 00 cb 05 00 00 00 00 00 00  | .........0...................... | 
| adc80 |  c1 30 00 00 02 00 0b 00 e0 0f 02 00 00 00 00 00    cb 05 00 00 00 00 00 00 fc 30 00 00 02 00 0b 00  | .0.......................0...... | 
| adca0 |  b0 15 02 00 00 00 00 00 cb 05 00 00 00 00 00 00    32 31 00 00 02 00 0b 00 80 1b 02 00 00 00 00 00  | ................21.............. | 
| adcc0 |  cb 05 00 00 00 00 00 00 6a 31 00 00 02 00 0b 00    50 21 02 00 00 00 00 00 cb 05 00 00 00 00 00 00  | ........j1......P!.............. | 
| adce0 |  a4 31 00 00 02 00 0b 00 20 27 02 00 00 00 00 00    18 02 00 00 00 00 00 00 b9 31 00 00 02 00 0b 00  | .1.......'...............1...... | 
| add00 |  40 29 02 00 00 00 00 00 59 00 00 00 00 00 00 00    d4 31 00 00 02 00 0b 00 a0 29 02 00 00 00 00 00  | @)......Y........1.......)...... | 
| add20 |  e2 30 00 00 00 00 00 00 0d 32 00 00 01 00 17 00    20 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .0.......2...................... | 
| add40 |  27 32 00 00 02 00 0b 00 52 d9 00 00 00 00 00 00    e0 59 00 00 00 00 00 00 3f 32 00 00 01 00 17 00  | '2......R........Y......?2...... | 
| add60 |  38 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    5c 32 00 00 01 00 17 00 30 d0 0a 00 00 00 00 00  | 8...............\2......0....... | 
| add80 |  08 00 00 00 00 00 00 00 7d 32 00 00 01 00 17 00    28 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........}2......(............... | 
| adda0 |  99 32 00 00 01 00 17 00 18 d0 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 b2 32 00 00 01 00 17 00  | .2.......................2...... | 
| addc0 |  10 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    cc 32 00 00 01 00 17 00 20 bf 0a 00 00 00 00 00  | .................2.............. | 
| adde0 |  18 00 00 00 00 00 00 00 fc 32 00 00 01 00 16 00    60 b5 0a 00 00 00 00 00 a0 01 00 00 00 00 00 00  | .........2......`............... | 
| ade00 |  2a 33 00 00 01 00 17 00 b0 d0 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 5b 33 00 00 01 00 17 00  | *3......................[3...... | 
| ade20 |  a8 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    93 33 00 00 01 00 17 00 a0 d0 0a 00 00 00 00 00  | .................3.............. | 
| ade40 |  08 00 00 00 00 00 00 00 bc 33 00 00 01 00 17 00    f8 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........3...................... | 
| ade60 |  f4 33 00 00 01 00 17 00 f0 d0 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 2c 34 00 00 01 00 17 00  | .3......................,4...... | 
| ade80 |  e8 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    64 34 00 00 01 00 17 00 e0 d0 0a 00 00 00 00 00  | ................d4.............. | 
| adea0 |  08 00 00 00 00 00 00 00 9b 34 00 00 01 00 17 00    d8 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........4...................... | 
| adec0 |  d1 34 00 00 01 00 17 00 d0 d0 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 08 35 00 00 01 00 17 00  | .4.......................5...... | 
| adee0 |  c8 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    3f 35 00 00 01 00 17 00 c0 d0 0a 00 00 00 00 00  | ................?5.............. | 
| adf00 |  08 00 00 00 00 00 00 00 76 35 00 00 01 00 17 00    b8 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........v5...................... | 
| adf20 |  ac 35 00 00 01 00 17 00 98 d0 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 dd 35 00 00 01 00 17 00  | .5.......................5...... | 
| adf40 |  90 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    14 36 00 00 01 00 17 00 88 d0 0a 00 00 00 00 00  | .................6.............. | 
| adf60 |  08 00 00 00 00 00 00 00 3e 36 00 00 01 00 17 00    78 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | ........>6......x............... | 
| adf80 |  74 36 00 00 01 00 17 00 68 d0 0a 00 00 00 00 00    08 00 00 00 00 00 00 00 99 36 00 00 01 00 17 00  | t6......h................6...... | 
| adfa0 |  60 d0 0a 00 00 00 00 00 08 00 00 00 00 00 00 00    ca 36 00 00 01 00 17 00 58 d0 0a 00 00 00 00 00  | `................6......X....... | 
| adfc0 |  08 00 00 00 00 00 00 00 01 37 00 00 01 00 17 00    20 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00  | .........7...................... | 
| adfe0 |  0d 37 00 00 01 00 16 00 a0 be 0a 00 00 00 00 00    20 00 00 00 00 00 00 00 35 37 00 00 01 00 16 00  | .7......................57...... | 
| ae000 |  80 be 0a 00 00 00 00 00 20 00 00 00 00 00 00 00    6a 37 00 00 01 00 16 00 60 be 0a 00 00 00 00 00  | ................j7......`....... | 
| ae020 |  20 00 00 00 00 00 00 00 9f 37 00 00 01 00 16 00    40 be 0a 00 00 00 00 00 20 00 00 00 00 00 00 00  | .........7......@............... | 
| ae040 |  c9 37 00 00 01 00 16 00 20 be 0a 00 00 00 00 00    20 00 00 00 00 00 00 00 f1 37 00 00 02 00 0b 00  | .7.......................7...... | 
| ae060 |  90 5a 02 00 00 00 00 00 1a 01 00 00 00 00 00 00    24 38 00 00 02 00 0b 00 b0 5b 02 00 00 00 00 00  | .Z..............$8.......[...... | 
| ae080 |  af 03 00 00 00 00 00 00 4a 38 00 00 02 00 0b 00    60 5f 02 00 00 00 00 00 af 03 00 00 00 00 00 00  | ........J8......`_.............. | 
| ae0a0 |  72 38 00 00 02 00 0b 00 10 63 02 00 00 00 00 00    b2 03 00 00 00 00 00 00 a5 38 00 00 02 00 0b 00  | r8.......c...............8...... | 
| ae0c0 |  d0 66 02 00 00 00 00 00 34 06 00 00 00 00 00 00    d2 38 00 00 02 00 0b 00 10 6d 02 00 00 00 00 00  | .f......4........8.......m...... | 
| ae0e0 |  2e 06 00 00 00 00 00 00 0c 39 00 00 02 00 0b 00    40 73 02 00 00 00 00 00 2e 06 00 00 00 00 00 00  | .........9......@s.............. | 
| ae100 |  46 39 00 00 02 00 0b 00 70 79 02 00 00 00 00 00    2e 06 00 00 00 00 00 00 7b 39 00 00 02 00 0b 00  | F9......py..............{9...... | 
| ae120 |  a0 7f 02 00 00 00 00 00 a8 03 00 00 00 00 00 00    b3 39 00 00 02 00 0b 00 50 83 02 00 00 00 00 00  | .................9......P....... | 
| ae140 |  9d 07 00 00 00 00 00 00 f5 39 00 00 02 00 0b 00    f0 8a 02 00 00 00 00 00 b0 06 00 00 00 00 00 00  | .........9...................... | 
| ae160 |  2a 3a 00 00 02 00 0b 00 a0 91 02 00 00 00 00 00    dc 14 00 00 00 00 00 00 63 3a 00 00 02 00 0b 00  | *:......................c:...... | 
| ae180 |  80 a6 02 00 00 00 00 00 98 08 00 00 00 00 00 00    9b 3a 00 00 02 00 0b 00 20 af 02 00 00 00 00 00  | .................:.............. | 
| ae1a0 |  af 0b 00 00 00 00 00 00 c1 3a 00 00 02 00 0b 00    d0 ba 02 00 00 00 00 00 d6 14 00 00 00 00 00 00  | .........:...................... | 
| ae1c0 |  01 3b 00 00 02 00 0b 00 b0 cf 02 00 00 00 00 00    26 10 00 00 00 00 00 00 3b 3b 00 00 02 00 0b 00  | .;..............&.......;;...... | 
| ae1e0 |  e0 df 02 00 00 00 00 00 2a 42 00 00 00 00 00 00    80 3b 00 00 02 00 0b 00 10 22 03 00 00 00 00 00  | ........*B.......;......."...... | 
| ae200 |  c0 1a 00 00 00 00 00 00 b8 3b 00 00 02 00 0b 00    d0 3c 03 00 00 00 00 00 76 21 00 00 00 00 00 00  | .........;.......<......v!...... | 
| ae220 |  f3 3b 00 00 02 00 0b 00 50 5e 03 00 00 00 00 00    22 0e 00 00 00 00 00 00 29 3c 00 00 02 00 0b 00  | .;......P^......".......)<...... | 
| ae240 |  80 6c 03 00 00 00 00 00 37 ca 00 00 00 00 00 00    60 3c 00 00 02 00 0b 00 c0 36 04 00 00 00 00 00  | .l......7.......`<.......6...... | 
| ae260 |  d7 23 00 00 00 00 00 00 9f 3c 00 00 02 00 0b 00    a0 5a 04 00 00 00 00 00 0e 20 00 00 00 00 00 00  | .#.......<.......Z.............. | 
| ae280 |  da 3c 00 00 02 00 0b 00 b0 7a 04 00 00 00 00 00    57 1a 00 00 00 00 00 00 17 3d 00 00 02 00 0b 00  | .<.......z......W........=...... | 
| ae2a0 |  10 95 04 00 00 00 00 00 f6 06 00 00 00 00 00 00    4e 3d 00 00 02 00 0b 00 10 9c 04 00 00 00 00 00  | ................N=.............. | 
| ae2c0 |  4d 26 00 00 00 00 00 00 8b 3d 00 00 02 00 0b 00    60 c2 04 00 00 00 00 00 f6 06 00 00 00 00 00 00  | M&.......=......`............... | 
| ae2e0 |  c4 3d 00 00 02 00 0b 00 60 c9 04 00 00 00 00 00    f6 06 00 00 00 00 00 00 fb 3d 00 00 02 00 0b 00  | .=......`................=...... | 
| ae300 |  60 d0 04 00 00 00 00 00 82 25 00 00 00 00 00 00    33 3e 00 00 02 00 0b 00 f0 f5 04 00 00 00 00 00  | `........%......3>.............. | 
| ae320 |  61 24 00 00 00 00 00 00 6c 3e 00 00 01 00 16 00    a0 b4 0a 00 00 00 00 00 68 00 00 00 00 00 00 00  | a$......l>..............h....... | 
| ae340 |  7c 3e 00 00 01 00 17 00 00 bf 0a 00 00 00 00 00    20 00 00 00 00 00 00 00 8a 3e 00 00 01 00 16 00  | |>.......................>...... | 
| ae360 |  20 b5 0a 00 00 00 00 00 30 00 00 00 00 00 00 00    a0 3e 00 00 01 00 16 00 60 b7 0a 00 00 00 00 00  | ........0........>......`....... | 
| ae380 |  c0 06 00 00 00 00 00 00 d1 3e 00 00 01 00 16 00    00 b7 0a 00 00 00 00 00 50 00 00 00 00 00 00 00  | .........>..............P....... | 
| ae3a0 |  02 3f 00 00 01 00 0d 00 20 d9 07 00 00 00 00 00    77 02 00 00 00 00 00 00 38 3f 00 00 01 00 0d 00  | .?..............w.......8?...... | 
| ae3c0 |  20 d4 07 00 00 00 00 00 f0 04 00 00 00 00 00 00    73 3f 00 00 01 00 0d 00 00 cd 07 00 00 00 00 00  | ................s?.............. | 
| ae3e0 |  0b 07 00 00 00 00 00 00 ae 3f 00 00 01 00 0d 00    40 c6 07 00 00 00 00 00 b4 06 00 00 00 00 00 00  | .........?......@............... | 
| ae400 |  ed 3f 00 00 01 00 0d 00 80 c5 07 00 00 00 00 00    b9 00 00 00 00 00 00 00 25 40 00 00 01 00 0d 00  | .?......................%@...... | 
| ae420 |  00 bf 07 00 00 00 00 00 75 06 00 00 00 00 00 00    5b 40 00 00 01 00 0d 00 60 b4 07 00 00 00 00 00  | ........u.......[@......`....... | 
| ae440 |  95 0a 00 00 00 00 00 00 98 40 00 00 01 00 0d 00    20 b0 07 00 00 00 00 00 36 04 00 00 00 00 00 00  | .........@..............6....... | 
| ae460 |  de 40 00 00 01 00 0d 00 c0 aa 07 00 00 00 00 00    53 05 00 00 00 00 00 00 18 41 00 00 01 00 0d 00  | .@..............S........A...... | 
| ae480 |  40 9f 07 00 00 00 00 00 76 0b 00 00 00 00 00 00    51 41 00 00 01 00 0d 00 a0 9c 07 00 00 00 00 00  | @.......v.......QA.............. | 
| ae4a0 |  9e 02 00 00 00 00 00 00 88 41 00 00 01 00 0d 00    c0 8e 07 00 00 00 00 00 cf 0d 00 00 00 00 00 00  | .........A...................... | 
| ae4c0 |  c0 41 00 00 01 00 0d 00 a0 80 07 00 00 00 00 00    1f 0e 00 00 00 00 00 00 f9 41 00 00 01 00 0d 00  | .A.......................A...... | 
| ae4e0 |  20 7c 07 00 00 00 00 00 71 04 00 00 00 00 00 00    2f 42 00 00 01 00 0d 00 e0 72 07 00 00 00 00 00  | .|......q......./B.......r...... | 
| ae500 |  28 09 00 00 00 00 00 00 66 42 00 00 01 00 0d 00    c0 67 07 00 00 00 00 00 13 0b 00 00 00 00 00 00  | (.......fB.......g.............. | 
| ae520 |  a7 42 00 00 01 00 0d 00 40 5f 07 00 00 00 00 00    7a 08 00 00 00 00 00 00 e8 42 00 00 01 00 0d 00  | .B......@_......z........B...... | 
| ae540 |  60 4f 07 00 00 00 00 00 d2 0f 00 00 00 00 00 00    20 43 00 00 01 00 0d 00 40 44 07 00 00 00 00 00  | `O...............C......@D...... | 
| ae560 |  1f 0b 00 00 00 00 00 00 60 43 00 00 01 00 0d 00    20 38 07 00 00 00 00 00 0f 0c 00 00 00 00 00 00  | ........`C.......8.............. | 
| ae580 |  97 43 00 00 01 00 0d 00 00 2a 07 00 00 00 00 00    1c 0e 00 00 00 00 00 00 ca 43 00 00 01 00 0d 00  | .C.......*...............C...... | 
| ae5a0 |  80 1c 07 00 00 00 00 00 70 0d 00 00 00 00 00 00    08 44 00 00 01 00 0d 00 40 13 07 00 00 00 00 00  | ........p........D......@....... | 
| ae5c0 |  36 09 00 00 00 00 00 00 43 44 00 00 01 00 0d 00    20 07 07 00 00 00 00 00 01 0c 00 00 00 00 00 00  | 6.......CD...................... | 
| ae5e0 |  89 44 00 00 01 00 0d 00 c0 fc 06 00 00 00 00 00    41 0a 00 00 00 00 00 00 ca 44 00 00 01 00 0d 00  | .D..............A........D...... | 
| ae600 |  20 eb 06 00 00 00 00 00 82 11 00 00 00 00 00 00    06 45 00 00 01 00 0d 00 00 de 06 00 00 00 00 00  | .................E.............. | 
| ae620 |  03 0d 00 00 00 00 00 00 40 45 00 00 01 00 0d 00    00 ce 06 00 00 00 00 00 f7 0f 00 00 00 00 00 00  | ........@E...................... | 
| ae640 |  78 45 00 00 01 00 0d 00 00 c0 06 00 00 00 00 00    ee 0d 00 00 00 00 00 00 b1 45 00 00 01 00 0d 00  | xE.......................E...... | 
| ae660 |  00 b2 06 00 00 00 00 00 f0 0d 00 00 00 00 00 00    e8 45 00 00 01 00 0d 00 20 a4 06 00 00 00 00 00  | .................E.............. | 
| ae680 |  d2 0d 00 00 00 00 00 00 21 46 00 00 01 00 0d 00    e0 90 06 00 00 00 00 00 21 13 00 00 00 00 00 00  | ........!F..............!....... | 
| ae6a0 |  59 46 00 00 01 00 0d 00 60 84 06 00 00 00 00 00    70 0c 00 00 00 00 00 00 93 46 00 00 01 00 0d 00  | YF......`.......p........F...... | 
| ae6c0 |  80 72 06 00 00 00 00 00 ce 11 00 00 00 00 00 00    ce 46 00 00 01 00 0d 00 60 68 06 00 00 00 00 00  | .r...............F......`h...... | 
| ae6e0 |  20 0a 00 00 00 00 00 00 08 47 00 00 01 00 0d 00    e0 5c 06 00 00 00 00 00 6b 0b 00 00 00 00 00 00  | .........G.......\......k....... | 
| ae700 |  3e 47 00 00 01 00 0d 00 40 52 06 00 00 00 00 00    8c 0a 00 00 00 00 00 00 7a 47 00 00 01 00 0d 00  | >G......@R..............zG...... | 
| ae720 |  20 43 06 00 00 00 00 00 03 0f 00 00 00 00 00 00    b4 47 00 00 01 00 0d 00 a0 35 06 00 00 00 00 00  | .C...............G.......5...... | 
| ae740 |  80 0d 00 00 00 00 00 00 f7 47 00 00 01 00 0d 00    a0 2b 06 00 00 00 00 00 ff 09 00 00 00 00 00 00  | .........G.......+.............. | 
| ae760 |  30 48 00 00 01 00 0d 00 c0 1f 06 00 00 00 00 00    c9 0b 00 00 00 00 00 00 66 48 00 00 01 00 0d 00  | 0H......................fH...... | 
| ae780 |  40 18 06 00 00 00 00 00 7b 07 00 00 00 00 00 00    a1 48 00 00 01 00 0d 00 c0 07 06 00 00 00 00 00  | @.......{........H.............. | 
| ae7a0 |  6e 10 00 00 00 00 00 00 e1 48 00 00 01 00 0d 00    c0 fb 05 00 00 00 00 00 f6 0b 00 00 00 00 00 00  | n........H...................... | 
| ae7c0 |  1c 49 00 00 01 00 0d 00 c0 e5 05 00 00 00 00 00    f4 15 00 00 00 00 00 00 62 49 00 00 01 00 0d 00  | .I......................bI...... | 
| ae7e0 |  60 d9 05 00 00 00 00 00 51 0c 00 00 00 00 00 00    a0 49 00 00 01 00 0d 00 e0 cc 05 00 00 00 00 00  | `.......Q........I.............. | 
| ae800 |  61 0c 00 00 00 00 00 00 dc 49 00 00 01 00 0d 00    20 c8 05 00 00 00 00 00 b0 04 00 00 00 00 00 00  | a........I...................... | 
| ae820 |  16 4a 00 00 01 00 0d 00 20 c3 05 00 00 00 00 00    f0 04 00 00 00 00 00 00 54 4a 00 00 01 00 0d 00  | .J......................TJ...... | 
| ae840 |  a0 ba 05 00 00 00 00 00 68 00 00 00 00 00 00 00    7b 4a 00 00 01 00 0d 00 20 bb 05 00 00 00 00 00  | ........h.......{J.............. | 
| ae860 |  68 00 00 00 00 00 00 00 a4 4a 00 00 01 00 0d 00    a0 bb 05 00 00 00 00 00 b7 02 00 00 00 00 00 00  | h........J...................... | 
| ae880 |  d8 4a 00 00 01 00 0d 00 60 be 05 00 00 00 00 00    e6 02 00 00 00 00 00 00 0c 4b 00 00 01 00 0d 00  | .J......`................K...... | 
| ae8a0 |  60 c1 05 00 00 00 00 00 ab 01 00 00 00 00 00 00    32 4b 00 00 04 00 f1 ff 00 00 00 00 00 00 00 00  | `...............2K.............. | 
| ae8c0 |  00 00 00 00 00 00 00 00 3d 4b 00 00 02 00 0b 00    40 33 01 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........=K......@3.............. | 
| ae8e0 |  3f 4b 00 00 02 00 0b 00 70 33 01 00 00 00 00 00    00 00 00 00 00 00 00 00 52 4b 00 00 02 00 0b 00  | ?K......p3..............RK...... | 
| ae900 |  b0 33 01 00 00 00 00 00 00 00 00 00 00 00 00 00    68 4b 00 00 01 00 17 00 c0 be 0a 00 00 00 00 00  | .3..............hK.............. | 
| ae920 |  01 00 00 00 00 00 00 00 74 4b 00 00 01 00 11 00    00 ad 0a 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........tK...................... | 
| ae940 |  9b 4b 00 00 02 00 0b 00 f0 33 01 00 00 00 00 00    00 00 00 00 00 00 00 00 a7 4b 00 00 01 00 10 00  | .K.......3...............K...... | 
| ae960 |  f8 ac 0a 00 00 00 00 00 00 00 00 00 00 00 00 00    71 4c 00 00 04 00 f1 ff 00 00 00 00 00 00 00 00  | ................qL.............. | 
| ae980 |  00 00 00 00 00 00 00 00 c6 4b 00 00 02 00 0b 00    60 1a 05 00 00 00 00 00 83 01 00 00 00 00 00 00  | .........K......`............... | 
| ae9a0 |  db 4b 00 00 01 00 0d 00 80 0b 0a 00 00 00 00 00    00 08 00 00 00 00 00 00 e5 4b 00 00 01 00 0d 00  | .K.......................K...... | 
| ae9c0 |  80 13 0a 00 00 00 00 00 00 08 00 00 00 00 00 00    ef 4b 00 00 01 00 0d 00 80 1b 0a 00 00 00 00 00  | .................K.............. | 
| ae9e0 |  00 08 00 00 00 00 00 00 f9 4b 00 00 01 00 0d 00    80 ff 09 00 00 00 00 00 00 04 00 00 00 00 00 00  | .........K...................... | 
| aea00 |  02 4c 00 00 01 00 0d 00 80 03 0a 00 00 00 00 00    00 04 00 00 00 00 00 00 0b 4c 00 00 01 00 0d 00  | .L.......................L...... | 
| aea20 |  80 07 0a 00 00 00 00 00 00 04 00 00 00 00 00 00    14 4c 00 00 01 00 0d 00 80 37 0a 00 00 00 00 00  | .................L.......7...... | 
| aea40 |  00 08 00 00 00 00 00 00 1e 4c 00 00 01 00 0d 00    80 3f 0a 00 00 00 00 00 00 08 00 00 00 00 00 00  | .........L.......?.............. | 
| aea60 |  28 4c 00 00 01 00 0d 00 80 2f 0a 00 00 00 00 00    00 08 00 00 00 00 00 00 32 4c 00 00 02 00 0b 00  | (L......./..............2L...... | 
| aea80 |  90 24 05 00 00 00 00 00 50 02 00 00 00 00 00 00    4f 4c 00 00 01 00 0d 00 80 27 0a 00 00 00 00 00  | .$......P.......OL.......'...... | 
| aeaa0 |  00 04 00 00 00 00 00 00 58 4c 00 00 01 00 0d 00    80 2b 0a 00 00 00 00 00 00 04 00 00 00 00 00 00  | ........XL.......+.............. | 
| aeac0 |  61 4c 00 00 01 00 0d 00 80 23 0a 00 00 00 00 00    00 04 00 00 00 00 00 00 6a 4c 00 00 04 00 f1 ff  | aL.......#..............jL...... | 
| aeae0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    81 4c 00 00 02 00 0b 00 60 6d 05 00 00 00 00 00  | .................L......`m...... | 
| aeb00 |  00 01 00 00 00 00 00 00 95 4c 00 00 02 00 0b 00    60 6e 05 00 00 00 00 00 bb 02 00 00 00 00 00 00  | .........L......`n.............. | 
| aeb20 |  32 4b 00 00 04 00 f1 ff 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 b2 4c 00 00 01 00 0f 00  | 2K.......................L...... | 
| aeb40 |  b0 93 0a 00 00 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 04 00 f1 ff 00 00 00 00 00 00 00 00  | ................................ | 
| aeb60 |  00 00 00 00 00 00 00 00 c0 4c 00 00 02 00 0b 00    40 36 05 00 00 00 00 00 82 00 00 00 00 00 00 00  | .........L......@6.............. | 
| aeb80 |  cf 4c 00 00 02 00 0b 00 00 61 05 00 00 00 00 00    49 00 00 00 00 00 00 00 ec 4c 00 00 02 00 0b 00  | .L.......a......I........L...... | 
| aeba0 |  e0 89 05 00 00 00 00 00 05 00 00 00 00 00 00 00    ff 4c 00 00 02 00 0b 00 70 56 05 00 00 00 00 00  | .................L......pV...... | 
| aebc0 |  bb 00 00 00 00 00 00 00 1a 4d 00 00 02 00 0b 00    b0 82 05 00 00 00 00 00 4a 01 00 00 00 00 00 00  | .........M..............J....... | 
| aebe0 |  23 4d 00 00 02 00 0b 00 90 34 05 00 00 00 00 00    53 01 00 00 00 00 00 00 32 4d 00 00 02 00 0b 00  | #M.......4......S.......2M...... | 
| aec00 |  30 32 05 00 00 00 00 00 08 01 00 00 00 00 00 00    3b 4d 00 00 02 00 0b 00 80 72 05 00 00 00 00 00  | 02..............;M.......r...... | 
| aec20 |  48 00 00 00 00 00 00 00 49 4d 00 00 02 00 0b 00    50 3d 05 00 00 00 00 00 75 00 00 00 00 00 00 00  | H.......IM......P=......u....... | 
| aec40 |  62 4d 00 00 02 00 0b 00 40 33 05 00 00 00 00 00    2f 00 00 00 00 00 00 00 79 4d 00 00 01 00 17 00  | bM......@3....../.......yM...... | 
| aec60 |  e0 be 0a 00 00 00 00 00 04 00 00 00 00 00 00 00    a4 4d 00 00 02 00 0b 00 a0 73 05 00 00 00 00 00  | .................M.......s...... | 
| aec80 |  71 00 00 00 00 00 00 00 b5 4d 00 00 02 00 0b 00    a0 20 05 00 00 00 00 00 70 01 00 00 00 00 00 00  | q........M..............p....... | 
| aeca0 |  d8 4d 00 00 02 00 0b 00 20 71 05 00 00 00 00 00    25 00 00 00 00 00 00 00 e5 4d 00 00 02 00 0b 00  | .M.......q......%........M...... | 
| aecc0 |  40 29 05 00 00 00 00 00 37 00 00 00 00 00 00 00    fb 4d 00 00 02 00 0b 00 d0 3d 05 00 00 00 00 00  | @)......7........M.......=...... | 
| aece0 |  b6 0a 00 00 00 00 00 00 10 4e 00 00 02 00 0b 00    10 55 05 00 00 00 00 00 fc 00 00 00 00 00 00 00  | .........N.......U.............. | 
| aed00 |  21 4e 00 00 02 00 0b 00 90 7c 05 00 00 00 00 00    60 00 00 00 00 00 00 00 2f 4e 00 00 02 00 0b 00  | !N.......|......`......./N...... | 
| aed20 |  c0 37 05 00 00 00 00 00 42 01 00 00 00 00 00 00    3f 4e 00 00 02 00 0b 00 e0 1c 05 00 00 00 00 00  | .7......B.......?N.............. | 
| aed40 |  1a 01 00 00 00 00 00 00 5b 4e 00 00 02 00 0b 00    60 2e 05 00 00 00 00 00 28 00 00 00 00 00 00 00  | ........[N......`.......(....... | 
| aed60 |  84 50 00 00 02 00 0b 00 30 3a 05 00 00 00 00 00    12 03 00 00 00 00 00 00 6a 4e 00 00 02 00 0b 00  | .P......0:..............jN...... | 
| aed80 |  40 84 05 00 00 00 00 00 86 00 00 00 00 00 00 00    81 4e 00 00 02 00 0b 00 50 61 05 00 00 00 00 00  | @................N......Pa...... | 
| aeda0 |  1e 03 00 00 00 00 00 00 9c 4e 00 00 02 00 0b 00    60 8a 05 00 00 00 00 00 05 00 00 00 00 00 00 00  | .........N......`............... | 
| aedc0 |  b6 4e 00 00 02 00 0b 00 60 66 05 00 00 00 00 00    7b 02 00 00 00 00 00 00 a3 4e 00 00 02 00 0b 00  | .N......`f......{........N...... | 
| aede0 |  c0 6b 05 00 00 00 00 00 9d 01 00 00 00 00 00 00    d1 4e 00 00 02 00 0b 00 50 71 05 00 00 00 00 00  | .k...............N......Pq...... | 
| aee00 |  2f 00 00 00 00 00 00 00 ed 4e 00 00 02 00 0b 00    40 37 05 00 00 00 00 00 4e 00 00 00 00 00 00 00  | /........N......@7......N....... | 
| aee20 |  fd 4e 00 00 02 00 0b 00 e0 7e 05 00 00 00 00 00    9a 00 00 00 00 00 00 00 16 4f 00 00 02 00 0b 00  | .N.......~...............O...... | 
| aee40 |  80 1c 05 00 00 00 00 00 59 00 00 00 00 00 00 00    35 4f 00 00 02 00 0b 00 90 5b 05 00 00 00 00 00  | ........Y.......5O.......[...... | 
| aee60 |  5a 01 00 00 00 00 00 00 4b 4f 00 00 02 00 0b 00    80 2c 05 00 00 00 00 00 15 00 00 00 00 00 00 00  | Z.......KO.......,.............. | 
| aee80 |  5f 4f 00 00 02 00 0b 00 80 29 05 00 00 00 00 00    b2 02 00 00 00 00 00 00 77 4f 00 00 02 00 0b 00  | _O.......)..............wO...... | 
| aeea0 |  d0 59 05 00 00 00 00 00 09 01 00 00 00 00 00 00    89 4f 00 00 02 00 0b 00 f0 5c 05 00 00 00 00 00  | .Y...............O.......\...... | 
| aeec0 |  b7 00 00 00 00 00 00 00 a8 4f 00 00 02 00 0b 00    20 74 05 00 00 00 00 00 48 00 00 00 00 00 00 00  | .........O.......t......H....... | 
| aeee0 |  b8 4f 00 00 02 00 0b 00 f0 35 05 00 00 00 00 00    43 00 00 00 00 00 00 00 c5 4f 00 00 02 00 0b 00  | .O.......5......C........O...... | 
| aef00 |  e0 68 05 00 00 00 00 00 60 02 00 00 00 00 00 00    df 4f 00 00 02 00 0b 00 a0 4d 05 00 00 00 00 00  | .h......`........O.......M...... | 
| aef20 |  26 03 00 00 00 00 00 00 f3 4f 00 00 02 00 0b 00    80 22 05 00 00 00 00 00 79 00 00 00 00 00 00 00  | &........O......."......y....... | 
| aef40 |  1a 50 00 00 02 00 0b 00 50 7b 05 00 00 00 00 00    38 01 00 00 00 00 00 00 26 50 00 00 02 00 0b 00  | .P......P{......8.......&P...... | 
| aef60 |  60 5f 05 00 00 00 00 00 91 01 00 00 00 00 00 00    44 50 00 00 02 00 0b 00 20 2f 05 00 00 00 00 00  | `_..............DP......./...... | 
| aef80 |  bf 02 00 00 00 00 00 00 50 50 00 00 02 00 0b 00    20 2d 05 00 00 00 00 00 33 01 00 00 00 00 00 00  | ........PP.......-......3....... | 
| aefa0 |  63 50 00 00 01 00 12 00 08 ad 0a 00 00 00 00 00    00 00 00 00 00 00 00 00 70 50 00 00 02 00 0b 00  | cP......................pP...... | 
| aefc0 |  90 2e 05 00 00 00 00 00 6c 00 00 00 00 00 00 00    7d 50 00 00 02 00 0b 00 d0 89 05 00 00 00 00 00  | ........l.......}P.............. | 
| aefe0 |  05 00 00 00 00 00 00 00 93 50 00 00 02 00 0b 00    f0 1b 05 00 00 00 00 00 25 00 00 00 00 00 00 00  | .........P..............%....... | 
| af000 |  ad 50 00 00 02 00 0b 00 b0 2c 05 00 00 00 00 00    35 00 00 00 00 00 00 00 bb 50 00 00 02 00 0b 00  | .P.......,......5........P...... | 
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| af040 |  56 01 00 00 00 00 00 00 ca 50 00 00 02 00 0b 00    d0 72 05 00 00 00 00 00 67 00 00 00 00 00 00 00  | V........P.......r......g....... | 
| af060 |  d9 50 00 00 02 00 0b 00 70 1f 05 00 00 00 00 00    2d 01 00 00 00 00 00 00 f7 50 00 00 02 00 0b 00  | .P......p.......-........P...... | 
| af080 |  70 33 05 00 00 00 00 00 20 01 00 00 00 00 00 00    05 51 00 00 02 00 0b 00 40 2c 05 00 00 00 00 00  | p3...............Q......@,...... | 
| af0a0 |  15 00 00 00 00 00 00 00 1b 51 00 00 02 00 0b 00    80 71 05 00 00 00 00 00 61 00 00 00 00 00 00 00  | .........Q.......q......a....... | 
| af0c0 |  31 51 00 00 02 00 0b 00 10 56 05 00 00 00 00 00    5f 00 00 00 00 00 00 00 49 51 00 00 02 00 0b 00  | 1Q.......V......_.......IQ...... | 
| af0e0 |  10 39 05 00 00 00 00 00 1d 01 00 00 00 00 00 00    5b 51 00 00 02 00 0b 00 c0 51 05 00 00 00 00 00  | .9..............[Q.......Q...... | 
| af100 |  43 03 00 00 00 00 00 00 6b 51 00 00 02 00 0b 00    70 64 05 00 00 00 00 00 ef 01 00 00 00 00 00 00  | C.......kQ......pd.............. | 
| af120 |  86 51 00 00 02 00 0b 00 30 27 05 00 00 00 00 00    c0 01 00 00 00 00 00 00 9f 51 00 00 02 00 0b 00  | .Q......0'...............Q...... | 
| af140 |  60 2c 05 00 00 00 00 00 14 00 00 00 00 00 00 00    b5 51 00 00 02 00 0b 00 20 1c 05 00 00 00 00 00  | `,...............Q.............. | 
| af160 |  09 00 00 00 00 00 00 00 cd 51 00 00 02 00 0b 00    40 73 05 00 00 00 00 00 59 00 00 00 00 00 00 00  | .........Q......@s......Y....... | 
| af180 |  da 51 00 00 02 00 0b 00 f0 2c 05 00 00 00 00 00    24 00 00 00 00 00 00 00 e8 51 00 00 02 00 0b 00  | .Q.......,......$........Q...... | 
| af1a0 |  00 84 05 00 00 00 00 00 3b 00 00 00 00 00 00 00    fb 51 00 00 02 00 0b 00 e0 31 05 00 00 00 00 00  | ........;........Q.......1...... | 
| af1c0 |  50 00 00 00 00 00 00 00 0c 52 00 00 02 00 0b 00    80 7f 05 00 00 00 00 00 7a 00 00 00 00 00 00 00  | P........R..............z....... | 
| af1e0 |  23 52 00 00 02 00 0b 00 f0 71 05 00 00 00 00 00    8d 00 00 00 00 00 00 00 30 52 00 00 02 00 0b 00  | #R.......q..............0R...... | 
| af200 |  00 1e 05 00 00 00 00 00 61 01 00 00 00 00 00 00    51 52 00 00 02 00 0b 00 e0 5a 05 00 00 00 00 00  | ........a.......QR.......Z...... | 
| af220 |  a1 00 00 00 00 00 00 00 61 52 00 00 02 00 0b 00    d0 50 05 00 00 00 00 00 f0 00 00 00 00 00 00 00  | ........aR.......P.............. | 
| af240 |  6d 52 00 00 02 00 0b 00 a0 4b 05 00 00 00 00 00    00 02 00 00 00 00 00 00 89 52 00 00 01 00 13 00  | mR.......K...............R...... | 
| af260 |  20 ad 0a 00 00 00 00 00 00 00 00 00 00 00 00 00    92 52 00 00 02 00 0b 00 00 23 05 00 00 00 00 00  | .................R.......#...... | 
| af280 |  8c 01 00 00 00 00 00 00 a9 52 00 00 02 00 0b 00    00 80 05 00 00 00 00 00 ac 02 00 00 00 00 00 00  | .........R...................... | 
| af2a0 |  b5 52 00 00 02 00 0b 00 80 77 05 00 00 00 00 00    c1 03 00 00 00 00 00 00 c9 52 00 00 02 00 0b 00  | .R.......w...............R...... | 
| af2c0 |  10 22 05 00 00 00 00 00 61 00 00 00 00 00 00 00    ee 52 00 00 02 00 0b 00 90 37 05 00 00 00 00 00  | ."......a........R.......7...... | 
| af2e0 |  28 00 00 00 00 00 00 00 ff 52 00 00 02 00 0b 00    b0 5d 05 00 00 00 00 00 a1 01 00 00 00 00 00 00  | (........R.......].............. | 
| af300 |  71 4e 00 00 02 00 0b 00 f0 4a 05 00 00 00 00 00    b0 00 00 00 00 00 00 00 1e 53 00 00 02 00 0b 00  | qN.......J...............S...... | 
| af320 |  d0 84 05 00 00 00 00 00 f5 04 00 00 00 00 00 00    3b 53 00 00 02 00 0b 00 a0 2c 05 00 00 00 00 00  | ................;S.......,...... | 
| af340 |  09 00 00 00 00 00 00 00 47 53 00 00 02 00 0b 00    d0 36 05 00 00 00 00 00 69 00 00 00 00 00 00 00  | ........GS.......6......i....... | 
| af360 |  55 53 00 00 02 00 0b 00 30 1c 05 00 00 00 00 00    49 00 00 00 00 00 00 00 72 53 00 00 02 00 0b 00  | US......0.......I.......rS...... | 
| af380 |  50 7d 05 00 00 00 00 00 8e 01 00 00 00 00 00 00    84 53 00 00 02 00 0b 00 f0 28 05 00 00 00 00 00  | P}...............S.......(...... | 
| af3a0 |  49 00 00 00 00 00 00 00 a2 53 00 00 02 00 0b 00    10 8d 05 00 00 00 00 00 04 01 00 00 00 00 00 00  | I........S...................... | 
| af3c0 |  b3 53 00 00 02 00 0b 00 f0 89 05 00 00 00 00 00    6e 00 00 00 00 00 00 00 cb 53 00 00 02 00 0b 00  | .S..............n........S...... | 
| af3e0 |  40 6b 05 00 00 00 00 00 77 00 00 00 00 00 00 00    e4 53 00 00 00 00 0e 00 d0 49 0a 00 00 00 00 00  | @k......w........S.......I...... | 
| af400 |  00 00 00 00 00 00 00 00 f7 53 00 00 01 00 16 00    c0 be 0a 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........S...................... | 
| af420 |  03 54 00 00 01 00 15 00 00 b0 0a 00 00 00 00 00    00 00 00 00 00 00 00 00 19 54 00 00 02 00 0b 00  | .T.......................T...... | 
| af440 |  70 8a 05 00 00 00 00 00 9d 02 00 00 00 00 00 00    29 54 00 00 02 00 0b 00 90 48 05 00 00 00 00 00  | p...............)T.......H...... | 
| af460 |  52 02 00 00 00 00 00 00 43 54 00 00 02 00 0b 00    70 74 05 00 00 00 00 00 01 03 00 00 00 00 00 00  | R.......CT......pt.............. | 
| af480 |  ba 53 00 00 02 00 0b 00 30 57 05 00 00 00 00 00    35 01 00 00 00 00 00 00 5f 54 00 00 02 00 0b 00  | .S......0W......5......._T...... | 
| af4a0 |  e0 26 05 00 00 00 00 00 49 00 00 00 00 00 00 00    7b 54 00 00 02 00 0b 00 f0 7c 05 00 00 00 00 00  | .&......I.......{T.......|...... | 
| af4c0 |  5d 00 00 00 00 00 00 00 8c 54 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ]........T...................... | 
| af4e0 |  a1 54 00 00 12 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 b5 54 00 00 10 00 00 00  | .T.......................T...... | 
| af500 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    c6 54 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | .................T.............. | 
| af520 |  00 00 00 00 00 00 00 00 d1 54 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........T...................... | 
| af540 |  e3 54 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 f8 54 00 00 12 00 00 00  | .T.......................T...... | 
| af560 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    0a 55 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | .................U.............. | 
| af580 |  00 00 00 00 00 00 00 00 16 55 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........U...................... | 
| af5a0 |  2f 55 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 3d 55 00 00 20 00 00 00  | /U......................=U...... | 
| af5c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    59 55 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................YU.............. | 
| af5e0 |  00 00 00 00 00 00 00 00 66 55 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........fU...................... | 
| af600 |  73 55 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 83 55 00 00 10 00 00 00  | sU.......................U...... | 
| af620 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    92 55 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | .................U.............. | 
| af640 |  00 00 00 00 00 00 00 00 ae 55 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........U...................... | 
| af660 |  bf 55 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 d4 55 00 00 10 00 00 00  | .U.......................U...... | 
| af680 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    ea 55 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | .................U.............. | 
| af6a0 |  00 00 00 00 00 00 00 00 f6 55 00 00 12 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........U...................... | 
| af6c0 |  0b 56 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 1d 56 00 00 10 00 00 00  | .V.......................V...... | 
| af6e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    31 56 00 00 12 00 00 00 00 00 00 00 00 00 00 00  | ................1V.............. | 
| af700 |  00 00 00 00 00 00 00 00 42 56 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........BV...................... | 
| af720 |  4f 56 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 66 56 00 00 10 00 00 00  | OV......................fV...... | 
| af740 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    79 56 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................yV.............. | 
| af760 |  00 00 00 00 00 00 00 00 93 56 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........V...................... | 
| af780 |  b4 56 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 cb 56 00 00 10 00 00 00  | .V.......................V...... | 
| af7a0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    d8 56 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | .................V.............. | 
| af7c0 |  00 00 00 00 00 00 00 00 e4 56 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........V...................... | 
| af7e0 |  f7 56 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 07 57 00 00 10 00 00 00  | .V.......................W...... | 
| af800 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    20 57 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | .................W.............. | 
| af820 |  00 00 00 00 00 00 00 00 32 57 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........2W...................... | 
| af840 |  47 57 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 54 57 00 00 12 00 0c 00  | GW......................TW...... | 
| af860 |  14 8e 05 00 00 00 00 00 00 00 00 00 00 00 00 00    5a 57 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................ZW.............. | 
| af880 |  00 00 00 00 00 00 00 00 71 57 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........qW...................... | 
| af8a0 |  84 57 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 92 57 00 00 10 00 00 00  | .W.......................W...... | 
| af8c0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    a0 57 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | .................W.............. | 
| af8e0 |  00 00 00 00 00 00 00 00 bc 57 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........W...................... | 
| af900 |  cc 57 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 e0 57 00 00 10 00 00 00  | .W.......................W...... | 
| af920 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    67 2e 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................g............... | 
| af940 |  00 00 00 00 00 00 00 00 f9 57 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........W...................... | 
| af960 |  09 58 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 1a 58 00 00 10 00 00 00  | .X.......................X...... | 
| af980 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    33 58 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................3X.............. | 
| af9a0 |  00 00 00 00 00 00 00 00 43 58 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........CX...................... | 
| af9c0 |  5c 58 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 70 58 00 00 12 00 00 00  | \X......................pX...... | 
| af9e0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    84 58 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | .................X.............. | 
| afa00 |  00 00 00 00 00 00 00 00 9a 58 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........X...................... | 
| afa20 |  a8 58 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 bf 58 00 00 12 00 00 00  | .X.......................X...... | 
| afa40 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    d0 58 00 00 12 00 00 00 00 00 00 00 00 00 00 00  | .................X.............. | 
| afa60 |  00 00 00 00 00 00 00 00 e1 58 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........X...................... | 
| afa80 |  ef 58 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 00 59 00 00 12 00 00 00  | .X.......................Y...... | 
| afaa0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    13 59 00 00 12 00 00 00 00 00 00 00 00 00 00 00  | .................Y.............. | 
| afac0 |  00 00 00 00 00 00 00 00 25 59 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........%Y...................... | 
| afae0 |  47 59 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 a3 59 00 00 12 00 00 00  | GY.......................Y...... | 
| afb00 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    54 59 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | ................TY.............. | 
| afb20 |  00 00 00 00 00 00 00 00 6f 59 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ........oY...................... | 
| afb40 |  82 59 00 00 10 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 95 59 00 00 10 00 00 00  | .Y.......................Y...... | 
| afb60 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    a2 59 00 00 12 00 00 00 00 00 00 00 00 00 00 00  | .................Y.............. | 
| afb80 |  00 00 00 00 00 00 00 00 b4 59 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........Y...................... | 
| afba0 |  c4 59 00 00 12 00 00 00 00 00 00 00 00 00 00 00    00 00 00 00 00 00 00 00 d8 59 00 00 10 00 00 00  | .Y.......................Y...... | 
| afbc0 |  00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00    e9 59 00 00 10 00 00 00 00 00 00 00 00 00 00 00  | .................Y.............. | 
| afbe0 |  00 00 00 00 00 00 00 00 fa 59 00 00 10 00 00 00    00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | .........Y...................... | 
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| b05e0 |  79 78 5f 76 74 61 62 70 74 72 5f 35 6e 75 6d 70    79 5f 36 72 61 6e 64 6f 6d 5f 36 6d 74 72 61 6e  | yx_vtabptr_5numpy_6random_6mtran | 
| b0600 |  64 5f 52 61 6e 64 6f 6d 53 74 61 74 65 00 5f 5f    70 79 78 5f 6d 73 74 61 74 65 5f 67 6c 6f 62 61  | d_RandomState.__pyx_mstate_globa | 
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| b0680 |  36 72 61 6e 64 6f 6d 5f 36 6d 74 72 61 6e 64 5f    31 31 52 61 6e 64 6f 6d 53 74 61 74 65 5f 5f 73  | 6random_6mtrand_11RandomState__s | 
| b06a0 |  68 75 66 66 6c 65 5f 72 61 77 00 50 79 5f 58 44    45 43 52 45 46 00 5f 5f 70 79 78 5f 73 65 74 70  | huffle_raw.Py_XDECREF.__pyx_setp | 
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| b06e0 |  64 6f 6d 53 74 61 74 65 5f 5f 62 69 74 5f 67 65    6e 65 72 61 74 6f 72 00 5f 5f 50 79 78 5f 50 79  | domState__bit_generator.__Pyx_Py | 
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| b0740 |  6c 6f 63 5f 35 6e 75 6d 70 79 5f 36 72 61 6e 64    6f 6d 5f 36 6d 74 72 61 6e 64 5f 52 61 6e 64 6f  | loc_5numpy_6random_6mtrand_Rando | 
| b0760 |  6d 53 74 61 74 65 00 5f 5f 50 79 78 5f 63 6f 70    79 5f 73 70 65 63 5f 74 6f 5f 6d 6f 64 75 6c 65  | mState.__Pyx_copy_spec_to_module | 
| b0780 |  00 5f 5f 50 79 78 5f 49 6d 70 6f 72 74 56 6f 69    64 50 74 72 5f 33 5f 30 5f 38 00 5f 5f 50 79 78  | .__Pyx_ImportVoidPtr_3_0_8.__Pyx | 
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| b0880 |  5f 42 6f 6f 6c 45 71 4f 62 6a 43 2e 63 6f 6e 73    74 70 72 6f 70 2e 30 00 5f 5f 50 79 78 5f 5f 50  | _BoolEqObjC.constprop.0.__Pyx__P | 
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| b08c0 |  30 00 5f 5f 50 79 78 5f 47 65 74 49 74 65 6d 49    6e 74 5f 46 61 73 74 2e 63 6f 6e 73 74 70 72 6f  | 0.__Pyx_GetItemInt_Fast.constpro | 
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| b0900 |  00 5f 5f 50 79 78 5f 43 72 65 61 74 65 53 74 72    69 6e 67 54 61 62 41 6e 64 49 6e 69 74 53 74 72  | .__Pyx_CreateStringTabAndInitStr | 
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| b0940 |  72 5f 73 61 6d 70 6c 65 5f 74 68 61 6e 00 5f 5f    70 79 78 5f 6b 5f 44 65 70 72 65 63 61 74 69 6f  | r_sample_than.__pyx_k_Deprecatio | 
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| b0b20 |  6e 64 6f 6d 53 74 61 74 65 5f 64 69 72 69 63 68    6c 65 74 5f 6c 69 6e 65 5f 34 33 39 34 00 5f 5f  | ndomState_dirichlet_line_4394.__ | 
| b0b40 |  70 79 78 5f 6b 5f 52 61 6e 64 6f 6d 53 74 61 74    65 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 5f 6c 69  | pyx_k_RandomState_exponential_li | 
| b0b60 |  6e 65 5f 35 30 30 00 5f 5f 70 79 78 5f 6b 5f 52    61 6e 64 6f 6d 53 74 61 74 65 5f 66 5f 6c 69 6e  | ne_500.__pyx_k_RandomState_f_lin | 
| b0b80 |  65 5f 31 37 32 39 00 5f 5f 70 79 78 5f 6b 5f 52    61 6e 64 6f 6d 53 74 61 74 65 5f 67 61 6d 6d 61  | e_1729.__pyx_k_RandomState_gamma | 
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| b0bc0 |  65 6f 6d 65 74 72 69 63 5f 6c 69 6e 65 5f 33 37    37 32 00 5f 5f 70 79 78 5f 6b 5f 52 61 6e 64 6f  | eometric_line_3772.__pyx_k_Rando | 
| b0be0 |  6d 53 74 61 74 65 5f 67 75 6d 62 65 6c 5f 6c 69    6e 65 5f 32 37 36 34 00 5f 5f 70 79 78 5f 6b 5f  | mState_gumbel_line_2764.__pyx_k_ | 
| b0c00 |  52 61 6e 64 6f 6d 53 74 61 74 65 5f 68 79 70 65    72 67 65 6f 6d 65 74 72 69 63 5f 6c 69 6e 65 00  | RandomState_hypergeometric_line. | 
| b0c20 |  5f 5f 70 79 78 5f 6b 5f 52 61 6e 64 6f 6d 53 74    61 74 65 5f 6c 61 70 6c 61 63 65 5f 6c 69 6e 65  | __pyx_k_RandomState_laplace_line | 
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| b0c60 |  69 63 5f 6c 69 6e 65 5f 32 38 38 38 00 5f 5f 70    79 78 5f 6b 5f 52 61 6e 64 6f 6d 53 74 61 74 65  | ic_line_2888.__pyx_k_RandomState | 
| b0c80 |  5f 6c 6f 67 6e 6f 72 6d 61 6c 5f 6c 69 6e 65 5f    32 39 37 34 00 5f 5f 70 79 78 5f 6b 5f 52 61 6e  | _lognormal_line_2974.__pyx_k_Ran | 
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| b1b00 |  70 79 78 5f 6b 5f 69 73 66 69 6e 69 74 65 00 5f    5f 70 79 78 5f 6b 5f 69 73 6e 61 6e 00 5f 5f 70  | pyx_k_isfinite.__pyx_k_isnan.__p | 
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| b1c00 |  6d 6f 64 65 00 5f 5f 70 79 78 5f 6b 5f 6c 65 66    74 5f 72 69 67 68 74 00 5f 5f 70 79 78 5f 6b 5f  | mode.__pyx_k_left_right.__pyx_k_ | 
| b1c20 |  6c 65 67 61 63 79 00 5f 5f 70 79 78 5f 6b 5f 6c    65 67 61 63 79 5f 63 61 6e 5f 6f 6e 6c 79 5f 62  | legacy.__pyx_k_legacy_can_only_b | 
| b1c40 |  65 5f 54 72 75 65 5f 77 68 65 6e 5f 74 68 65 00    5f 5f 70 79 78 5f 6b 5f 6c 65 67 61 63 79 5f 73  | e_True_when_the.__pyx_k_legacy_s | 
| b1c60 |  65 65 64 69 6e 67 00 5f 5f 70 79 78 5f 6b 5f 6c    65 6e 67 74 68 00 5f 5f 70 79 78 5f 6b 5f 6c 65  | eeding.__pyx_k_length.__pyx_k_le | 
| b1c80 |  73 73 00 5f 5f 70 79 78 5f 6b 5f 6c 65 73 73 5f    65 71 75 61 6c 00 5f 5f 70 79 78 5f 6b 5f 6c 6f  | ss.__pyx_k_less_equal.__pyx_k_lo | 
| b1ca0 |  63 00 5f 5f 70 79 78 5f 6b 5f 6c 6f 63 6b 00 5f    5f 70 79 78 5f 6b 5f 6c 6f 67 69 63 61 6c 5f 6f  | c.__pyx_k_lock.__pyx_k_logical_o | 
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| b1ce0 |  74 69 63 5f 6c 6f 63 5f 30 5f 30 5f 73 63 61 6c    65 5f 31 5f 30 5f 73 69 7a 65 00 5f 5f 70 79 78  | tic_loc_0_0_scale_1_0_size.__pyx | 
| b1d00 |  5f 6b 5f 6c 6f 67 6e 6f 72 6d 61 6c 00 5f 5f 70    79 78 5f 6b 5f 6c 6f 67 6e 6f 72 6d 61 6c 5f 6d  | _k_lognormal.__pyx_k_lognormal_m | 
| b1d20 |  65 61 6e 5f 30 5f 30 5f 73 69 67 6d 61 5f 31 5f    30 5f 73 69 00 5f 5f 70 79 78 5f 6b 5f 6c 6f 67  | ean_0_0_sigma_1_0_si.__pyx_k_log | 
| b1d40 |  73 65 72 69 65 73 00 5f 5f 70 79 78 5f 6b 5f 6c    6f 67 73 65 72 69 65 73 5f 70 5f 73 69 7a 65 5f  | series.__pyx_k_logseries_p_size_ | 
| b1d60 |  4e 6f 6e 65 5f 44 72 61 77 5f 73 61 6d 70 00 5f    5f 70 79 78 5f 6b 5f 6c 6f 77 00 5f 5f 70 79 78  | None_Draw_samp.__pyx_k_low.__pyx | 
| b1d80 |  5f 6b 5f 6d 61 69 6e 00 5f 5f 70 79 78 5f 6b 5f    6d 61 79 5f 73 68 61 72 65 5f 6d 65 6d 6f 72 79  | _k_main.__pyx_k_may_share_memory | 
| b1da0 |  00 5f 5f 70 79 78 5f 6b 5f 6d 65 61 6e 00 5f 5f    70 79 78 5f 6b 5f 6d 65 61 6e 5f 61 6e 64 5f 63  | .__pyx_k_mean.__pyx_k_mean_and_c | 
| b1dc0 |  6f 76 5f 6d 75 73 74 5f 68 61 76 65 5f 73 61 6d    65 5f 6c 65 6e 67 00 5f 5f 70 79 78 5f 6b 5f 6d  | ov_must_have_same_leng.__pyx_k_m | 
| b1de0 |  65 61 6e 5f 6d 75 73 74 5f 62 65 5f 31 5f 64 69    6d 65 6e 73 69 6f 6e 61 6c 00 5f 5f 70 79 78 5f  | ean_must_be_1_dimensional.__pyx_ | 
| b1e00 |  6b 5f 6d 6f 64 65 00 5f 5f 70 79 78 5f 6b 5f 6d    6f 64 65 5f 72 69 67 68 74 00 5f 5f 70 79 78 5f  | k_mode.__pyx_k_mode_right.__pyx_ | 
| b1e20 |  6b 5f 6d 74 31 39 39 33 37 00 5f 5f 70 79 78 5f    6b 5f 6d 75 00 5f 5f 70 79 78 5f 6b 5f 6d 75 6c  | k_mt19937.__pyx_k_mu.__pyx_k_mul | 
| b1e40 |  74 69 6e 6f 6d 69 61 6c 00 5f 5f 70 79 78 5f 6b    5f 6d 75 6c 74 69 6e 6f 6d 69 61 6c 5f 6e 5f 70  | tinomial.__pyx_k_multinomial_n_p | 
| b1e60 |  76 61 6c 73 5f 73 69 7a 65 5f 4e 6f 6e 65 5f 44    00 5f 5f 70 79 78 5f 6b 5f 6d 75 6c 74 69 76 61  | vals_size_None_D.__pyx_k_multiva | 
| b1e80 |  72 69 61 74 65 5f 6e 6f 72 6d 61 6c 00 5f 5f 70    79 78 5f 6b 5f 6d 75 6c 74 69 76 61 72 69 61 74  | riate_normal.__pyx_k_multivariat | 
| b1ea0 |  65 5f 6e 6f 72 6d 61 6c 5f 6d 65 61 6e 5f 63 6f    76 5f 73 69 00 5f 5f 70 79 78 5f 6b 5f 6e 00 5f  | e_normal_mean_cov_si.__pyx_k_n._ | 
| b1ec0 |  5f 70 79 78 5f 6b 5f 6e 61 6d 65 00 5f 5f 70 79    78 5f 6b 5f 6e 62 61 64 00 5f 5f 70 79 78 5f 6b  | _pyx_k_name.__pyx_k_nbad.__pyx_k | 
| b1ee0 |  5f 6e 64 69 6d 00 5f 5f 70 79 78 5f 6b 5f 6e 65    67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 00  | _ndim.__pyx_k_negative_binomial. | 
| b1f00 |  5f 5f 70 79 78 5f 6b 5f 6e 65 67 61 74 69 76 65    5f 62 69 6e 6f 6d 69 61 6c 5f 6e 5f 70 5f 73 69  | __pyx_k_negative_binomial_n_p_si | 
| b1f20 |  7a 65 5f 4e 6f 6e 65 00 5f 5f 70 79 78 5f 6b 5f    6e 65 77 62 79 74 65 6f 72 64 65 72 00 5f 5f 70  | ze_None.__pyx_k_newbyteorder.__p | 
| b1f40 |  79 78 5f 6b 5f 6e 67 6f 6f 64 00 5f 5f 70 79 78    5f 6b 5f 6e 67 6f 6f 64 5f 6e 62 61 64 5f 6e 73  | yx_k_ngood.__pyx_k_ngood_nbad_ns | 
| b1f60 |  61 6d 70 6c 65 00 5f 5f 70 79 78 5f 6b 5f 6e 6f    6e 63 00 5f 5f 70 79 78 5f 6b 5f 6e 6f 6e 63 65  | ample.__pyx_k_nonc.__pyx_k_nonce | 
| b1f80 |  6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 00    5f 5f 70 79 78 5f 6b 5f 6e 6f 6e 63 65 6e 74 72  | ntral_chisquare.__pyx_k_noncentr | 
| b1fa0 |  61 6c 5f 63 68 69 73 71 75 61 72 65 5f 64 66 5f    6e 6f 6e 63 5f 73 69 00 5f 5f 70 79 78 5f 6b 5f  | al_chisquare_df_nonc_si.__pyx_k_ | 
| b1fc0 |  6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 00 5f 5f 70    79 78 5f 6b 5f 6e 6f 6e 63 65 6e 74 72 61 6c 5f  | noncentral_f.__pyx_k_noncentral_ | 
| b1fe0 |  66 5f 64 66 6e 75 6d 5f 64 66 64 65 6e 5f 6e 6f    6e 63 5f 73 00 5f 5f 70 79 78 5f 6b 5f 6e 6f 72  | f_dfnum_dfden_nonc_s.__pyx_k_nor | 
| b2000 |  6d 61 6c 00 5f 5f 70 79 78 5f 6b 5f 6e 6f 72 6d    61 6c 5f 6c 6f 63 5f 30 5f 30 5f 73 63 61 6c 65  | mal.__pyx_k_normal_loc_0_0_scale | 
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| b2040 |  73 61 6d 70 6c 65 00 5f 5f 70 79 78 5f 6b 5f 6e    75 6d 70 79 00 5f 5f 70 79 78 5f 6b 5f 6e 75 6d  | sample.__pyx_k_numpy.__pyx_k_num | 
| b2060 |  70 79 5f 63 6f 72 65 5f 6d 75 6c 74 69 61 72 72    61 79 5f 66 61 69 6c 65 64 5f 74 6f 00 5f 5f 70  | py_core_multiarray_failed_to.__p | 
| b2080 |  79 78 5f 6b 5f 6e 75 6d 70 79 5f 63 6f 72 65 5f    75 6d 61 74 68 5f 66 61 69 6c 65 64 5f 74 6f 5f  | yx_k_numpy_core_umath_failed_to_ | 
| b20a0 |  69 6d 70 6f 72 00 5f 5f 70 79 78 5f 6b 5f 6e 75    6d 70 79 5f 6c 69 6e 61 6c 67 00 5f 5f 70 79 78  | impor.__pyx_k_numpy_linalg.__pyx | 
| b20c0 |  5f 6b 5f 6e 75 6d 70 79 5f 72 61 6e 64 6f 6d 5f    6d 74 72 61 6e 64 00 5f 5f 70 79 78 5f 6b 5f 6e  | _k_numpy_random_mtrand.__pyx_k_n | 
| b20e0 |  75 6d 70 79 5f 72 61 6e 64 6f 6d 5f 6d 74 72 61    6e 64 5f 70 79 78 00 5f 5f 70 79 78 5f 6b 5f 6f  | umpy_random_mtrand_pyx.__pyx_k_o | 
| b2100 |  62 6a 65 63 74 00 5f 5f 70 79 78 5f 6b 5f 6f 62    6a 65 63 74 5f 77 68 69 63 68 5f 69 73 5f 6e 6f  | bject.__pyx_k_object_which_is_no | 
| b2120 |  74 5f 61 5f 73 75 62 63 6c 61 73 73 00 5f 5f 70    79 78 5f 6b 5f 6f 70 65 72 61 74 6f 72 00 5f 5f  | t_a_subclass.__pyx_k_operator.__ | 
| b2140 |  70 79 78 5f 6b 5f 70 00 5f 5f 70 79 78 5f 6b 5f    70 5f 6d 75 73 74 5f 62 65 5f 31 5f 64 69 6d 65  | pyx_k_p.__pyx_k_p_must_be_1_dime | 
| b2160 |  6e 73 69 6f 6e 61 6c 00 5f 5f 70 79 78 5f 6b 5f    70 61 72 65 74 6f 00 5f 5f 70 79 78 5f 6b 5f 70  | nsional.__pyx_k_pareto.__pyx_k_p | 
| b2180 |  61 72 65 74 6f 5f 61 5f 73 69 7a 65 5f 4e 6f 6e    65 5f 44 72 61 77 5f 73 61 6d 70 6c 65 73 00 5f  | areto_a_size_None_Draw_samples._ | 
| b21a0 |  5f 70 79 78 5f 6b 5f 70 65 72 6d 75 74 61 74 69    6f 6e 00 5f 5f 70 79 78 5f 6b 5f 70 65 72 6d 75  | _pyx_k_permutation.__pyx_k_permu | 
| b21c0 |  74 61 74 69 6f 6e 5f 78 5f 52 61 6e 64 6f 6d 6c    79 5f 70 65 72 6d 75 74 65 00 5f 5f 70 79 78 5f  | tation_x_Randomly_permute.__pyx_ | 
| b21e0 |  6b 5f 70 69 63 6b 6c 65 00 5f 5f 70 79 78 5f 6b    5f 70 6f 69 73 73 6f 6e 00 5f 5f 70 79 78 5f 6b  | k_pickle.__pyx_k_poisson.__pyx_k | 
| b2200 |  5f 70 6f 69 73 73 6f 6e 5f 6c 61 6d 5f 31 5f 30    5f 73 69 7a 65 5f 4e 6f 6e 65 5f 44 72 61 77 00  | _poisson_lam_1_0_size_None_Draw. | 
| b2220 |  5f 5f 70 79 78 5f 6b 5f 70 6f 69 73 73 6f 6e 5f    6c 61 6d 5f 6d 61 78 00 5f 5f 70 79 78 5f 6b 5f  | __pyx_k_poisson_lam_max.__pyx_k_ | 
| b2240 |  70 6f 73 00 5f 5f 70 79 78 5f 6b 5f 70 6f 77 65    72 00 5f 5f 70 79 78 5f 6b 5f 70 6f 77 65 72 5f  | pos.__pyx_k_power.__pyx_k_power_ | 
| b2260 |  61 5f 73 69 7a 65 5f 4e 6f 6e 65 5f 44 72 61 77    73 5f 73 61 6d 70 6c 65 73 00 5f 5f 70 79 78 5f  | a_size_None_Draws_samples.__pyx_ | 
| b2280 |  6b 5f 70 72 6f 62 61 62 69 6c 69 74 69 65 73 5f    61 72 65 5f 6e 6f 74 5f 6e 6f 6e 5f 6e 65 67 61  | k_probabilities_are_not_non_nega | 
| b22a0 |  74 69 00 5f 5f 70 79 78 5f 6b 5f 70 72 6f 62 61    62 69 6c 69 74 69 65 73 5f 63 6f 6e 74 61 69 6e  | ti.__pyx_k_probabilities_contain | 
| b22c0 |  5f 4e 61 4e 00 5f 5f 70 79 78 5f 6b 5f 70 72 6f    62 61 62 69 6c 69 74 69 65 73 5f 64 6f 5f 6e 6f  | _NaN.__pyx_k_probabilities_do_no | 
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| b2300 |  70 76 61 6c 73 00 5f 5f 70 79 78 5f 6b 5f 70 76    61 6c 73 5f 6d 75 73 74 5f 62 65 5f 61 5f 31 5f  | pvals.__pyx_k_pvals_must_be_a_1_ | 
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| b2340 |  70 79 78 5f 6b 5f 72 61 69 73 65 00 5f 5f 70 79    78 5f 6b 5f 72 61 6e 64 00 5f 5f 70 79 78 5f 6b  | pyx_k_raise.__pyx_k_rand.__pyx_k | 
| b2360 |  5f 72 61 6e 64 5f 32 00 5f 5f 70 79 78 5f 6b 5f    72 61 6e 64 5f 64 30 5f 64 31 5f 64 6e 5f 52 61  | _rand_2.__pyx_k_rand_d0_d1_dn_Ra | 
| b2380 |  6e 64 6f 6d 5f 76 61 6c 75 65 73 5f 69 6e 00 5f    5f 70 79 78 5f 6b 5f 72 61 6e 64 69 6e 74 00 5f  | ndom_values_in.__pyx_k_randint._ | 
| b23a0 |  5f 70 79 78 5f 6b 5f 72 61 6e 64 69 6e 74 5f 6c    6f 77 5f 68 69 67 68 5f 4e 6f 6e 65 5f 73 69 7a  | _pyx_k_randint_low_high_None_siz | 
| b23c0 |  65 5f 4e 6f 6e 65 00 5f 5f 70 79 78 5f 6b 5f 72    61 6e 64 6e 00 5f 5f 70 79 78 5f 6b 5f 72 61 6e  | e_None.__pyx_k_randn.__pyx_k_ran | 
| b23e0 |  64 6e 5f 64 30 5f 64 31 5f 64 6e 5f 52 65 74 75    72 6e 5f 61 5f 73 61 6d 70 6c 65 00 5f 5f 70 79  | dn_d0_d1_dn_Return_a_sample.__py | 
| b2400 |  78 5f 6b 5f 72 61 6e 64 6f 6d 00 5f 5f 70 79 78    5f 6b 5f 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65  | x_k_random.__pyx_k_random_intege | 
| b2420 |  72 73 00 5f 5f 70 79 78 5f 6b 5f 72 61 6e 64 6f    6d 5f 69 6e 74 65 67 65 72 73 5f 6c 6f 77 5f 68  | rs.__pyx_k_random_integers_low_h | 
| b2440 |  69 67 68 5f 4e 6f 6e 65 5f 73 00 5f 5f 70 79 78    5f 6b 5f 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65  | igh_None_s.__pyx_k_random_sample | 
| b2460 |  00 5f 5f 70 79 78 5f 6b 5f 72 61 6e 64 6f 6d 5f    73 61 6d 70 6c 65 5f 73 69 7a 65 5f 4e 6f 6e 65  | .__pyx_k_random_sample_size_None | 
| b2480 |  5f 52 65 74 75 72 6e 00 5f 5f 70 79 78 5f 6b 5f    72 61 6e 64 6f 6d 73 74 61 74 65 5f 63 74 6f 72  | _Return.__pyx_k_randomstate_ctor | 
| b24a0 |  00 5f 5f 70 79 78 5f 6b 5f 72 61 6e 66 00 5f 5f    70 79 78 5f 6b 5f 72 61 6e 67 65 00 5f 5f 70 79  | .__pyx_k_ranf.__pyx_k_range.__py | 
| b24c0 |  78 5f 6b 5f 72 61 76 65 6c 00 5f 5f 70 79 78 5f    6b 5f 72 61 79 6c 65 69 67 68 00 5f 5f 70 79 78  | x_k_ravel.__pyx_k_rayleigh.__pyx | 
| b24e0 |  5f 6b 5f 72 61 79 6c 65 69 67 68 5f 73 63 61 6c    65 5f 31 5f 30 5f 73 69 7a 65 5f 4e 6f 6e 65 5f  | _k_rayleigh_scale_1_0_size_None_ | 
| b2500 |  44 72 00 5f 5f 70 79 78 5f 6b 5f 72 65 64 75 63    65 00 5f 5f 70 79 78 5f 6b 5f 72 65 64 75 63 65  | Dr.__pyx_k_reduce.__pyx_k_reduce | 
| b2520 |  5f 32 00 5f 5f 70 79 78 5f 6b 5f 72 65 70 6c 61    63 65 00 5f 5f 70 79 78 5f 6b 5f 72 65 73 68 61  | _2.__pyx_k_replace.__pyx_k_resha | 
| b2540 |  70 65 00 5f 5f 70 79 78 5f 6b 5f 72 65 74 75 72    6e 5f 69 6e 64 65 78 00 5f 5f 70 79 78 5f 6b 5f  | pe.__pyx_k_return_index.__pyx_k_ | 
| b2560 |  72 65 76 65 72 73 65 64 00 5f 5f 70 79 78 5f 6b    5f 72 69 67 68 74 00 5f 5f 70 79 78 5f 6b 5f 72  | reversed.__pyx_k_right.__pyx_k_r | 
| b2580 |  74 6f 6c 00 5f 5f 70 79 78 5f 6b 5f 73 61 6d 70    6c 65 00 5f 5f 70 79 78 5f 6b 5f 73 63 61 6c 65  | tol.__pyx_k_sample.__pyx_k_scale | 
| b25a0 |  00 5f 5f 70 79 78 5f 6b 5f 73 65 61 72 63 68 73    6f 72 74 65 64 00 5f 5f 70 79 78 5f 6b 5f 73 65  | .__pyx_k_searchsorted.__pyx_k_se | 
| b25c0 |  65 64 00 5f 5f 70 79 78 5f 6b 5f 73 65 65 64 5f    73 65 65 64 5f 4e 6f 6e 65 5f 52 65 73 65 65 64  | ed.__pyx_k_seed_seed_None_Reseed | 
| b25e0 |  5f 61 5f 6c 65 67 61 63 79 00 5f 5f 70 79 78 5f    6b 5f 73 65 74 5f 62 69 74 5f 67 65 6e 65 72 61  | _a_legacy.__pyx_k_set_bit_genera | 
| b2600 |  74 6f 72 00 5f 5f 70 79 78 5f 6b 5f 73 65 74 5f    73 74 61 74 65 00 5f 5f 70 79 78 5f 6b 5f 73 65  | tor.__pyx_k_set_state.__pyx_k_se | 
| b2620 |  74 5f 73 74 61 74 65 5f 63 61 6e 5f 6f 6e 6c 79    5f 62 65 5f 75 73 65 64 5f 77 69 74 68 00 5f 5f  | t_state_can_only_be_used_with.__ | 
| b2640 |  70 79 78 5f 6b 5f 73 68 61 70 65 00 5f 5f 70 79    78 5f 6b 5f 73 68 75 66 66 6c 65 00 5f 5f 70 79  | pyx_k_shape.__pyx_k_shuffle.__py | 
| b2660 |  78 5f 6b 5f 73 68 75 66 66 6c 65 5f 78 5f 4d 6f    64 69 66 79 5f 61 5f 73 65 71 75 65 6e 63 65 5f  | x_k_shuffle_x_Modify_a_sequence_ | 
| b2680 |  69 6e 00 5f 5f 70 79 78 5f 6b 5f 73 69 64 65 00    5f 5f 70 79 78 5f 6b 5f 73 69 67 6d 61 00 5f 5f  | in.__pyx_k_side.__pyx_k_sigma.__ | 
| b26a0 |  70 79 78 5f 6b 5f 73 69 6e 67 6c 65 74 6f 6e 00    5f 5f 70 79 78 5f 6b 5f 73 69 7a 65 00 5f 5f 70  | pyx_k_singleton.__pyx_k_size.__p | 
| b26c0 |  79 78 5f 6b 5f 73 6f 72 74 00 5f 5f 70 79 78 5f    6b 5f 73 70 65 63 00 5f 5f 70 79 78 5f 6b 5f 73  | yx_k_sort.__pyx_k_spec.__pyx_k_s | 
| b26e0 |  71 72 74 00 5f 5f 70 79 78 5f 6b 5f 73 74 61 63    6b 6c 65 76 65 6c 00 5f 5f 70 79 78 5f 6b 5f 73  | qrt.__pyx_k_stacklevel.__pyx_k_s | 
| b2700 |  74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 00 5f    5f 70 79 78 5f 6b 5f 73 74 61 6e 64 61 72 64 5f  | tandard_cauchy.__pyx_k_standard_ | 
| b2720 |  63 61 75 63 68 79 5f 73 69 7a 65 5f 4e 6f 6e 65    5f 44 72 61 77 00 5f 5f 70 79 78 5f 6b 5f 73 74  | cauchy_size_None_Draw.__pyx_k_st | 
| b2740 |  61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69    61 6c 00 5f 5f 70 79 78 5f 6b 5f 73 74 61 6e 64  | andard_exponential.__pyx_k_stand | 
| b2760 |  61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 5f    73 69 7a 65 5f 4e 6f 6e 65 00 5f 5f 70 79 78 5f  | ard_exponential_size_None.__pyx_ | 
| b2780 |  6b 5f 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61    00 5f 5f 70 79 78 5f 6b 5f 73 74 61 6e 64 61 72  | k_standard_gamma.__pyx_k_standar | 
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| b5280 |  6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61    6c 00 72 61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72  | negative_binomial.random_standar | 
| b52a0 |  64 5f 63 61 75 63 68 79 00 5f 5f 70 79 78 5f 6d    6f 64 75 6c 65 5f 69 73 5f 6d 61 69 6e 5f 6e 75  | d_cauchy.__pyx_module_is_main_nu | 
| b52c0 |  6d 70 79 5f 5f 72 61 6e 64 6f 6d 5f 5f 6d 74 72    61 6e 64 00 6c 65 67 61 63 79 5f 63 68 69 73 71  | mpy__random__mtrand.legacy_chisq | 
| b52e0 |  75 61 72 65 00 72 61 6e 64 6f 6d 5f 73 74 61 6e    64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c  | uare.random_standard_exponential | 
| b5300 |  5f 66 69 6c 6c 5f 66 00 6c 65 67 61 63 79 5f 67    61 75 73 73 00 72 61 6e 64 6f 6d 5f 73 74 61 6e  | _fill_f.legacy_gauss.random_stan | 
| b5320 |  64 61 72 64 5f 67 61 6d 6d 61 00 72 61 6e 64 6f    6d 5f 62 69 6e 6f 6d 69 61 6c 5f 62 74 70 65 00  | dard_gamma.random_binomial_btpe. | 
| b5340 |  72 61 6e 64 6f 6d 5f 6c 6f 67 73 65 72 69 65 73    00 6c 65 67 61 63 79 5f 6e 6f 72 6d 61 6c 00 72  | random_logseries.legacy_normal.r | 
| b5360 |  61 6e 64 6f 6d 5f 72 61 79 6c 65 69 67 68 00 72    61 6e 64 6f 6d 5f 73 74 61 6e 64 61 72 64 5f 65  | andom_rayleigh.random_standard_e | 
| b5380 |  78 70 6f 6e 65 6e 74 69 61 6c 00 72 61 6e 64 6f    6d 5f 75 6e 69 66 6f 72 6d 00 6c 65 67 61 63 79  | xponential.random_uniform.legacy | 
| b53a0 |  5f 72 61 6e 64 6f 6d 5f 62 69 6e 6f 6d 69 61 6c    00 72 61 6e 64 6f 6d 5f 62 6f 75 6e 64 65 64 5f  | _random_binomial.random_bounded_ | 
| b53c0 |  75 69 6e 74 36 34 5f 66 69 6c 6c 00 6c 65 67 61    63 79 5f 72 61 6e 64 6f 6d 5f 6d 75 6c 74 69 6e  | uint64_fill.legacy_random_multin | 
| b53e0 |  6f 6d 69 61 6c 00 72 61 6e 64 6f 6d 5f 62 6f 75    6e 64 65 64 5f 75 69 6e 74 31 36 5f 66 69 6c 6c  | omial.random_bounded_uint16_fill | 
| b5400 |  00 6c 65 67 61 63 79 5f 73 74 61 6e 64 61 72 64    5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 72 61 6e  | .legacy_standard_exponential.ran | 
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| b5440 |  6f 6d 69 61 6c 00 72 61 6e 64 6f 6d 5f 73 74 61    6e 64 61 72 64 5f 75 6e 69 66 6f 72 6d 5f 66 69  | omial.random_standard_uniform_fi | 
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| b55a0 |  72 61 6e 64 6f 6d 5f 67 61 6d 6d 61 00 6c 65 67    61 63 79 5f 72 61 6e 64 6f 6d 5f 70 6f 69 73 73  | random_gamma.legacy_random_poiss | 
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| b55e0 |  64 6f 6d 5f 6c 6f 67 67 61 6d 00 72 61 6e 64 6f    6d 5f 67 61 6d 6d 61 5f 66 00 6c 65 67 61 63 79  | dom_loggam.random_gamma_f.legacy | 
| b5600 |  5f 77 65 69 62 75 6c 6c 00 72 61 6e 64 6f 6d 5f    73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e  | _weibull.random_standard_exponen | 
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| b5640 |  74 69 76 65 5f 69 6e 74 36 34 00 6c 65 67 61 63    79 5f 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61  | tive_int64.legacy_standard_gamma | 
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| b56c0 |  6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 5f 66 00 72    61 6e 64 6f 6d 5f 70 6f 73 69 74 69 76 65 5f 69  | ndard_normal_f.random_positive_i | 
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| b6de0 |  01 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00  | ................ |