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training_pairs_analysis.txt
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96 lines (91 loc) · 8.44 KB
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# Training Pairs Analysis
# Generated: 2026-01-18
# Sorted by compute complexity (raw_frames x edit_frames)
#
# Complexity determines training time per sample due to attention mechanism
# Relative Time = how many times slower than the fastest sample
# Exclusion threshold: rel_time > 22x
Name Type Status Raw Edit Total Complexity Rel.Time
----------------------------------------------------------------------------------------------------------------------------------
ElectricOctopus-KinkyStar-Set1_synth SYNTH EXCLUDED 806,196 464,043 1,270,239 374,109,610,428 2099.6x
ElectricOctopus-WoodStock-Jam1_synth SYNTH EXCLUDED 276,034 104,742 380,776 28,912,353,228 162.3x
ElectricOctopus-WoodStock-Jam2_synth SYNTH EXCLUDED 214,678 123,627 338,305 26,539,997,106 149.0x
20251014weliektorock REAL EXCLUDED 201,999 91,683 293,682 18,519,874,317 103.9x
Zappa-OrangeCounty_synth SYNTH EXCLUDED 204,728 89,396 294,124 18,301,864,288 102.7x
TheMachine-Chrysalis_synth SYNTH EXCLUDED 186,612 84,874 271,486 15,838,506,888 88.9x
TheMachine-ServusApparatus_synth SYNTH EXCLUDED 181,384 63,612 244,996 11,538,199,008 64.8x
20251012wartsnall23 REAL EXCLUDED 159,652 68,816 228,468 10,986,612,032 61.7x
Cream-SteppinOut2_synth SYNTH EXCLUDED 137,189 70,356 207,545 9,652,069,284 54.2x
20251010rockdaparty REAL EXCLUDED 299,557 30,408 329,965 9,108,929,256 51.1x
20251021wartsnall24 REAL EXCLUDED 221,553 37,271 258,824 8,257,501,863 46.3x
TheMachine-JamNoPhi_synth SYNTH EXCLUDED 131,854 57,828 189,682 7,624,853,112 42.8x
20250807wartsnall11 REAL INCLUDED 138,817 51,106 189,923 7,094,381,602 39.8x
TheMachine-SolarCorona_synth SYNTH EXCLUDED 118,956 51,330 170,286 6,106,011,480 34.3x
BlueSunshineFamilyBand-3_synth SYNTH EXCLUDED 121,585 45,894 167,479 5,580,021,990 31.3x
Mephistofeles-ChainsOfAgony_synth SYNTH EXCLUDED 113,912 43,720 157,632 4,980,232,640 28.0x
BlueSunshineFamilyBand-2_synth SYNTH EXCLUDED 106,449 46,065 152,514 4,903,573,185 27.5x
BlueSunshineFamilyBand-6_synth SYNTH INCLUDED 87,511 44,644 132,155 3,906,841,084 21.9x
20251009ehtu REAL INCLUDED 133,151 28,690 161,841 3,820,102,190 21.4x
lastsocks REAL INCLUDED 192,389 18,494 210,883 3,558,042,166 20.0x
Cream-Sunshine_synth SYNTH INCLUDED 90,168 38,005 128,173 3,426,834,840 19.2x
gravityloss REAL INCLUDED 121,739 26,707 148,446 3,251,283,473 18.2x
downersdont REAL INCLUDED 117,257 25,715 142,972 3,015,263,755 16.9x
Zappa-RatTomago_synth SYNTH INCLUDED 84,735 34,339 119,074 2,909,715,165 16.3x
20250818wartsnall22 REAL INCLUDED 110,743 24,537 135,280 2,717,300,991 15.3x
20250809blackhunger REAL INCLUDED 126,835 19,300 146,135 2,447,915,500 13.7x
Zappa-EasyMeat1_synth SYNTH INCLUDED 69,764 34,184 103,948 2,384,812,576 13.4x
Zappa-Horsie_synth SYNTH INCLUDED 72,041 32,771 104,812 2,360,855,611 13.2x
Mephistofeles-CurseOfTheKnife_synth SYNTH INCLUDED 76,457 28,891 105,348 2,208,919,187 12.4x
Zappa-ShutUp_synth SYNTH INCLUDED 75,584 29,148 104,732 2,203,122,432 12.4x
Mephistofeles- WhiteButterfly_synth SYNTH INCLUDED 66,852 32,725 99,577 2,187,731,700 12.3x
walkerjamV2_synth SYNTH INCLUDED 71,954 29,578 101,532 2,128,255,412 11.9x
Zappa-Downers_synth SYNTH INCLUDED 68,373 30,985 99,358 2,118,537,405 11.9x
walkerjam_synth SYNTH INCLUDED 68,836 30,693 99,529 2,112,783,348 11.9x
wartsnall15B REAL INCLUDED 72,392 24,815 97,207 1,796,407,480 10.1x
20180927darkjam REAL INCLUDED 49,120 33,161 82,281 1,628,867,920 9.1x
wartsnall15 REAL INCLUDED 54,018 28,506 82,524 1,539,837,108 8.6x
wartsnall5 REAL INCLUDED 44,641 33,641 78,282 1,501,767,881 8.4x
bubbletron REAL INCLUDED 66,099 22,401 88,500 1,480,719,099 8.3x
Mephistofeles-TrashLord_synth SYNTH INCLUDED 49,029 28,410 77,439 1,392,913,890 7.8x
KingKongo-FFRUIT_synth SYNTH INCLUDED 55,474 23,828 79,302 1,321,834,472 7.4x
20251018omen REAL INCLUDED 58,679 21,441 80,120 1,258,136,439 7.1x
Zappa-Downers2_synth SYNTH INCLUDED 50,411 23,408 73,819 1,180,020,688 6.6x
Zappa-EasyMeat2_synth SYNTH INCLUDED 53,344 19,908 73,252 1,061,972,352 6.0x
Cream-SteppinOut_synth SYNTH INCLUDED 52,057 18,655 70,712 971,123,335 5.5x
Zappa-Carlos_synth SYNTH INCLUDED 44,206 20,529 64,735 907,504,974 5.1x
20251009eh REAL INCLUDED 77,618 11,534 89,152 895,246,012 5.0x
rectifiedviolence REAL INCLUDED 65,102 8,993 74,095 585,462,286 3.3x
20250715wartsnall6 REAL INCLUDED 55,216 10,588 65,804 584,627,008 3.3x
20250805wartsnall10 REAL INCLUDED 37,789 13,249 51,038 500,666,461 2.8x
Zappa-555_synth SYNTH INCLUDED 32,200 13,422 45,622 432,188,400 2.4x
Cream-LawdyMama_synth SYNTH INCLUDED 26,681 14,297 40,978 381,458,257 2.1x
Mephistofeles-KissOfMagick_synth SYNTH INCLUDED 30,998 11,534 42,532 357,530,932 2.0x
20251107P1 REAL INCLUDED 21,780 11,479 33,259 250,012,620 1.4x
weebler_synth SYNTH INCLUDED 22,417 9,660 32,077 216,548,220 1.2x
somethingdied_synth SYNTH INCLUDED 17,799 11,111 28,910 197,764,689 1.1x
turbosnail_synth SYNTH INCLUDED 18,885 9,435 28,320 178,179,975 1.0x
----------------------------------------------------------------------------------------------------------------------------------
## Summary
Total pairs: 57
Included: 40
Excluded: 17
## Included Samples Stats
Real pairs: 17
Synthetic pairs: 23
Max raw_frames: 192,389
Max edit_frames: 44,644
Max rel_time: 21.9x
Avg rel_time: 9.4x
Total complexity: 67,379,107,333
## Edit Frame Thresholds (all pairs)
edit_frames <= 20k: 15 samples
edit_frames <= 30k: 29 samples
edit_frames <= 40k: 39 samples
edit_frames <= 50k: 43 samples
edit_frames <= 75k: 49 samples
edit_frames <= 100k: 52 samples
## Current Training Config
batch_size: 4
exclusion_threshold: rel_time > 22x
training_samples: 40
validation_samples: 17 (real only)