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  1. results.tsv +238 -26
  2. results.txt +0 -0
results.tsv CHANGED
@@ -1,4 +1,194 @@
1
  accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv_mb perplexity time_ms wer
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2
  0.0 4 0.0 wikitext comb_2 tinyllama ones_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.414454 0.0
3
  0.0 5 0.0 wikitext comb_2 tinyllama ones_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.414454 0.0
4
  0.0 6 0.0 wikitext comb_2 tinyllama ones_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.414454 0.0
@@ -184,7 +374,6 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
184
  0.0 6 0.0 wikitext comb_0 tinyllama rnd_affine_scale 1383.267328 3124.75648 inf 0.606792 0.0
185
  0.0 7 0.0 wikitext comb_0 tinyllama rnd_affine_scale 1383.267328 3124.75648 inf 0.606792 0.0
186
  0.0 8 0.0 wikitext comb_0 tinyllama rnd_affine_scale 1383.267328 3124.75648 inf 0.606792 0.0
187
- 0.3781492710113525 32 0.0 wikitext base tinyllama ---- 4470.547968 4485.808128 6.595952033996582 39.744061 0.0
188
  0.0 4 0.0 wikitext comb_4 phi rnd_affine_scale 4395.055104 4676.64896 1.1224465370178225 78.365073 0.0
189
  0.0 4 0.0 wikitext comb_2 phi ones_affine_scale 4395.055104 4676.64896 1.1224465370178225 78.637815 0.0
190
  0.0015873017255216 5 0.0 wikitext comb_2 phi ones_affine_scale 4395.055104 4676.64896 1.1327569484710691 78.755553 0.0
@@ -209,11 +398,6 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
209
  0.3804458081722259 8 0.0 wikitext comb_7 phi rnd_affine_scale 4395.526144 4676.64896 5.907137393951416 64.035701 0.0
210
  0.3753462135791778 5 0.0 wikitext comb_7 phi rnd_affine_scale 4395.526144 4676.64896 5.971087455749512 68.829067 0.0
211
  0.3786896169185638 7 0.0 wikitext comb_7 phi rnd_affine_scale 4395.526144 4676.64896 5.902467727661133 84.777401 0.0
212
- 0.3804795742034912 8 0.0 wikitext woq phi fixed 4395.62496 4676.64896 5.9067816734313965 64.260805 0.0
213
- 0.3781155049800873 6 0.0 wikitext woq phi fixed 4395.62496 4676.64896 5.950099945068359 64.68411 0.0
214
- 0.3752786219120025 5 0.0 wikitext woq phi fixed 4395.62496 4676.64896 5.969073295593262 66.61989 0.0
215
- 0.3787571489810943 7 0.0 wikitext woq phi fixed 4395.62496 4676.64896 5.903450012207031 66.979948 0.0
216
- 0.353799432516098 4 0.0 wikitext woq phi fixed 4395.62496 4676.64896 6.483607769012451 72.027402 0.0
217
  0.0 4 0.0 wikitext comb_5 phi rnd_affine_scale 4398.413824 4678.746112 inf 98.643081 0.0
218
  0.0 5 0.0 wikitext comb_5 phi rnd_affine_scale 4398.413824 4678.746112 inf 98.643081 0.0
219
  0.0 6 0.0 wikitext comb_5 phi rnd_affine_scale 4398.413824 4678.746112 inf 98.643081 0.0
@@ -323,7 +507,6 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
323
  0.0 6 0.0 wikitext comb_12 phi rnd_affine_scale 3362.72384 6650.068992 inf 1.223762 0.0
324
  0.0 7 0.0 wikitext comb_12 phi rnd_affine_scale 3362.72384 6650.068992 inf 1.223762 0.0
325
  0.0 8 0.0 wikitext comb_12 phi rnd_affine_scale 3362.72384 6650.068992 inf 1.223762 0.0
326
- 0.3805471062660217 32 0.0 wikitext base phi ---- 11335.518208 11370.758144 5.909552097320557 45.611145 0.0
327
  0.0 4 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588137 36.860443 0.0
328
  0.0 5 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588137 36.860443 0.0
329
  0.0 6 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588137 36.860443 0.0
@@ -372,11 +555,6 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
372
  0.3246538341045379 7 0.0 wikitext comb_7 opt rnd_affine_scale 670.15936 744.48896 7.905251502990723 22.416079 0.0
373
  0.3248226940631866 8 0.0 wikitext comb_5 opt ones_affine_scale 670.15936 744.48896 7.916566848754883 22.547134 0.0
374
  0.3169875144958496 5 0.0 wikitext comb_5 opt ones_affine_scale 670.15936 744.48896 8.223236083984375 22.551538 0.0
375
- 0.2924012243747711 4 0.0 wikitext woq opt fixed 670.234624 744.48896 8.903441429138184 28.33636 0.0
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- 0.3245187401771545 7 0.0 wikitext woq opt fixed 670.234624 744.48896 7.905444145202637 28.433519 0.0
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- 0.321073979139328 6 0.0 wikitext woq opt fixed 670.234624 744.48896 7.8056864738464355 28.540888 0.0
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- 0.3170213103294372 5 0.0 wikitext woq opt fixed 670.234624 744.48896 8.222681999206543 28.565469 0.0
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- 0.3248564898967743 8 0.0 wikitext woq opt fixed 670.234624 744.48896 7.916111469268799 28.696825 0.0
380
  0.0 4 0.0 wikitext comb_16 opt rnd_affine_scale 670.981632 744.48896 inf 36.749504 0.0
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  0.0 5 0.0 wikitext comb_16 opt rnd_affine_scale 670.981632 744.48896 inf 36.749504 0.0
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  0.0 6 0.0 wikitext comb_16 opt rnd_affine_scale 670.981632 744.48896 inf 36.749504 0.0
@@ -457,7 +635,7 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
457
  0.3248564898967743 7 0.0 wikitext comb_18 opt rnd_affine_scale 671.452672 744.48896 7.921229839324951 49.296502 0.0
458
  0.3056399822235107 8 0.0 wikitext comb_8 opt ones_affine_scale 671.452672 744.48896 8.459071159362793 49.371485 0.0
459
  0.3213441371917724 6 0.0 wikitext comb_7 opt ones_affine_scale 671.452672 744.48896 7.825188159942627 49.379104 0.0
460
- 0.1216818690299987 7 0.0 wikitext comb_8 opt ones_affine_scale 671.452672 744.48896 23.913034439086918 53.027901 0.0
461
  0.2934143841266632 4 0.0 wikitext comb_7 opt ones_affine_scale 671.452672 744.48896 8.898418426513672 111.477837 0.0
462
  0.0 4 0.0 wikitext comb_8 opt rnd_affine_scale 477.734912 851.443712 inf 0.350428 0.0
463
  0.0 5 0.0 wikitext comb_8 opt rnd_affine_scale 477.734912 851.443712 inf 0.350428 0.0
@@ -509,7 +687,6 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
509
  0.0 6 0.0 wikitext comb_0 opt rnd_affine_scale 477.737472 1094.713344 inf 0.354638 0.0
510
  0.0 7 0.0 wikitext comb_0 opt rnd_affine_scale 477.737472 1094.713344 inf 0.354638 0.0
511
  0.0 8 0.0 wikitext comb_0 opt rnd_affine_scale 477.737472 1094.713344 inf 0.354638 0.0
512
- 0.3243836760520935 32 0.0 wikitext base opt ---- 1359.398912 1402.994688 7.934948921203613 14.151416 0.0
513
  0.0 4 0.0 librispeech comb_13 wav2vec rnd_affine_scale 535.632384 1616.904192 0.0 93.580751 1.0
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  0.0 5 0.0 librispeech comb_13 wav2vec rnd_affine_scale 535.632384 1616.904192 0.0 93.580751 1.0
515
  0.0 6 0.0 librispeech comb_13 wav2vec rnd_affine_scale 535.632384 1616.904192 0.0 93.580751 1.0
@@ -638,11 +815,6 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
638
  0.0 8 0.0 librispeech comb_7 wav2vec rnd_affine_scale 658.017792 4829.741056 0.0 45.828612 0.0239712250945444
639
  0.0 7 0.0 librispeech comb_5 wav2vec ones_affine_scale 658.017792 4829.741056 0.0 49.438164 0.0237246455158352
640
  0.0 4 0.0 librispeech comb_5 wav2vec ones_affine_scale 658.017792 4829.741056 0.0 49.504793 0.0270506203055363
641
- 0.0 5 0.0 librispeech woq wav2vec fixed 658.092544 4831.838208 0.0 41.694806 0.0237326414926321
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- 0.0 8 0.0 librispeech woq wav2vec fixed 658.092544 4831.838208 0.0 41.797917 0.0239494859641096
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- 0.0 4 0.0 librispeech woq wav2vec fixed 658.092544 4831.838208 0.0 41.895786 0.0268907930412973
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- 0.0 6 0.0 librispeech woq wav2vec fixed 658.092544 4831.838208 0.0 43.192353 0.0234031339094832
645
- 0.0 7 0.0 librispeech woq wav2vec fixed 658.092544 4831.838208 0.0 43.722188 0.0236079788491685
646
  0.0 4 0.0 librispeech comb_14 wav2vec rnd_affine_scale 658.907136 4831.838208 0.0 57.709893 0.0268791218316092
647
  0.0 5 0.0 librispeech comb_11 wav2vec ones_affine_scale 658.907136 4831.838208 0.0 57.928862 0.0238956293273621
648
  0.0 5 0.0 librispeech comb_17 wav2vec rnd_affine_scale 658.907136 4831.838208 0.0 58.087796 0.0345452941918808
@@ -700,7 +872,6 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
700
  0.0 6 0.0 librispeech comb_7 wav2vec ones_affine_scale 658.907136 4831.838208 0.0 82.762885 0.0235917441834865
701
  0.0 7 0.0 librispeech comb_7 wav2vec ones_affine_scale 658.907136 4831.838208 0.0 83.38208 0.0242665513621423
702
  0.0 8 0.0 librispeech comb_7 wav2vec ones_affine_scale 658.907136 4831.838208 0.0 85.36726 0.0240619166623189
703
- 0.0 32 0.0 librispeech base wav2vec ---- 1564.76928 5620.36736 0.0 31.877719 0.0239473509600023
704
  0.0 4 0.0 imagenet comb_10 vit ones_affine_scale 357.020672 381.681664 0.0 43.032704 0.0
705
  0.0 5 0.0 imagenet comb_10 vit ones_affine_scale 357.020672 381.681664 0.0 43.032704 0.0
706
  0.0 6 0.0 imagenet comb_10 vit ones_affine_scale 357.020672 381.681664 0.0 43.032704 0.0
@@ -726,11 +897,6 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
726
  0.8016444444656372 8 0.0 imagenet comb_7 vit rnd_affine_scale 357.513728 381.681664 0.0 52.799167 0.0
727
  0.7903391718864441 4 0.0 imagenet comb_7 vit rnd_affine_scale 357.513728 381.681664 0.0 54.996582 0.0
728
  0.7995889186859131 5 0.0 imagenet comb_7 vit rnd_affine_scale 357.513728 381.681664 0.0 65.573328 0.0
729
- 0.7995889186859131 7 0.0 imagenet woq vit fixed 357.587968 381.681664 0.0 19.470115 0.0
730
- 0.8016444444656372 8 0.0 imagenet woq vit fixed 357.587968 381.681664 0.0 19.609064 0.0
731
- 0.789311408996582 4 0.0 imagenet woq vit fixed 357.587968 381.681664 0.0 20.309681 0.0
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- 0.7995889186859131 5 0.0 imagenet woq vit fixed 357.587968 381.681664 0.0 63.042697 0.0
733
- 0.8057554364204407 6 0.0 imagenet woq vit fixed 357.587968 381.681664 0.0 63.437656 0.0
734
  0.0 4 0.0 imagenet comb_16 vit rnd_affine_scale 357.9136 381.681664 0.0 29.37688 0.0
735
  0.0 5 0.0 imagenet comb_16 vit rnd_affine_scale 357.9136 381.681664 0.0 29.37688 0.0
736
  0.0 6 0.0 imagenet comb_16 vit rnd_affine_scale 357.9136 381.681664 0.0 29.37688 0.0
@@ -891,4 +1057,50 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
891
  0.0 6 0.0 imagenet comb_12 vit rnd_affine_scale 328.664064 438.304768 0.0 0.04528 0.0
892
  0.0 7 0.0 imagenet comb_12 vit rnd_affine_scale 328.664064 438.304768 0.0 0.04528 0.0
893
  0.0 8 0.0 imagenet comb_12 vit rnd_affine_scale 328.664064 438.304768 0.0 0.04528 0.0
894
- 0.8006166815757751 32 0.0 imagenet base vit ---- 1235.241472 1256.194048 0.0 63.747213 0.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv_mb perplexity time_ms wer
2
+ 0.0 4 0.0 wikitext comb_4 llama3 rnd_affine_scale 14178.745344 15367.929856 1.3576891422271729 122.24036 0.0
3
+ 0.0 5 0.0 wikitext comb_4 llama3 rnd_affine_scale 14178.745344 15367.929856 1.3576891422271729 122.24036 0.0
4
+ 0.0 6 0.0 wikitext comb_4 llama3 rnd_affine_scale 14178.745344 15367.929856 1.3576891422271729 122.24036 0.0
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+ 0.0 7 0.0 wikitext comb_4 llama3 rnd_affine_scale 14178.745344 15367.929856 1.3576891422271729 122.24036 0.0
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+ 0.0 8 0.0 wikitext comb_4 llama3 rnd_affine_scale 14178.745344 15367.929856 1.3576891422271729 122.24036 0.0
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+ 0.0 4 0.0 wikitext comb_10 llama3 rnd_affine_scale 14178.745344 15367.929856 1.1248141527175903 146.048446 0.0
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+ 0.0 5 0.0 wikitext comb_10 llama3 rnd_affine_scale 14178.745344 15367.929856 1.1248141527175903 146.048446 0.0
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+ 0.0 6 0.0 wikitext comb_10 llama3 rnd_affine_scale 14178.745344 15367.929856 1.1248141527175903 146.048446 0.0
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+ 0.0 7 0.0 wikitext comb_10 llama3 rnd_affine_scale 14178.745344 15367.929856 1.1248141527175903 146.048446 0.0
11
+ 0.0 8 0.0 wikitext comb_10 llama3 rnd_affine_scale 14178.745344 15367.929856 1.1248141527175903 146.048446 0.0
12
+ 0.380108118057251 4 0.0 wikitext comb_7 llama3 rnd_affine_scale 14179.216384 15367.929856 6.15098762512207 68.690887 0.0
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+ 0.4437352418899536 8 0.0 wikitext comb_7 llama3 rnd_affine_scale 14179.216384 15367.929856 5.208643436431885 68.711612 0.0
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+ 0.4404930770397186 6 0.0 wikitext comb_7 llama3 rnd_affine_scale 14179.216384 15367.929856 5.199138641357422 68.721497 0.0
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+ 0.435663640499115 5 0.0 wikitext comb_7 llama3 rnd_affine_scale 14179.216384 15367.929856 5.449023246765137 68.854208 0.0
16
+ 0.4428571462631225 7 0.0 wikitext comb_7 llama3 rnd_affine_scale 14179.216384 15367.929856 5.2481889724731445 68.914664 0.0
17
+ 0.0 4 0.0 wikitext comb_5 llama3 rnd_affine_scale 14185.276416 15374.221312 inf 147.657542 0.0
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+ 0.0 5 0.0 wikitext comb_5 llama3 rnd_affine_scale 14185.276416 15374.221312 inf 147.657542 0.0
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+ 0.0 6 0.0 wikitext comb_5 llama3 rnd_affine_scale 14185.276416 15374.221312 inf 147.657542 0.0
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+ 0.0 7 0.0 wikitext comb_5 llama3 rnd_affine_scale 14185.276416 15374.221312 inf 147.657542 0.0
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+ 0.0 8 0.0 wikitext comb_5 llama3 rnd_affine_scale 14185.276416 15374.221312 inf 147.657542 0.0
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+ 0.0 4 0.0 wikitext comb_15 llama3 rnd_affine_scale 14185.276416 15374.221312 1.743079423904419 147.75742 0.0
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+ 0.0 5 0.0 wikitext comb_15 llama3 rnd_affine_scale 14185.276416 15374.221312 1.743079423904419 147.75742 0.0
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+ 0.0 6 0.0 wikitext comb_15 llama3 rnd_affine_scale 14185.276416 15374.221312 1.743079423904419 147.75742 0.0
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+ 0.0 7 0.0 wikitext comb_15 llama3 rnd_affine_scale 14185.276416 15374.221312 1.743079423904419 147.75742 0.0
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+ 0.0 8 0.0 wikitext comb_15 llama3 rnd_affine_scale 14185.276416 15374.221312 1.743079423904419 147.75742 0.0
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+ 0.0 4 0.0 wikitext comb_16 llama3 rnd_affine_scale 14185.276416 15374.221312 inf 147.951061 0.0
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+ 0.0 4 0.0 wikitext comb_3 llama3 rnd_affine_scale 14185.276416 15374.221312 inf 201.678928 0.0
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+ 0.0 5 0.0 wikitext comb_3 llama3 rnd_affine_scale 14185.276416 15374.221312 inf 201.678928 0.0
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+ 0.0 4 0.0 wikitext comb_11 llama3 rnd_affine_scale 14185.276416 15374.221312 inf 202.063101 0.0
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+ 0.0 5 0.0 wikitext comb_11 llama3 rnd_affine_scale 14185.276416 15374.221312 inf 202.063101 0.0
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+ 0.4368119239807129 5 0.0 wikitext comb_9 llama3 rnd_affine_scale 14185.747456 15374.221312 5.414428234100342 147.397096 0.0
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+ 0.4437690079212188 8 0.0 wikitext comb_9 llama3 rnd_affine_scale 14185.747456 15374.221312 5.212454319000244 147.576159 0.0
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+ 0.4405268430709839 6 0.0 wikitext comb_17 llama3 rnd_affine_scale 14185.747456 15374.221312 5.2111124992370605 147.609294 0.0
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+ 0.4443093538284302 8 0.0 wikitext comb_14 llama3 rnd_affine_scale 14185.747456 15374.221312 5.210572719573975 147.61511 0.0
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+ 0.4397501051425934 6 0.0 wikitext comb_9 llama3 rnd_affine_scale 14185.747456 15374.221312 5.200991153717041 147.633547 0.0
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+ 0.4432286620140075 7 0.0 wikitext comb_14 llama3 rnd_affine_scale 14185.747456 15374.221312 5.237606048583984 147.655695 0.0
48
+ 0.3817291557788849 4 0.0 wikitext comb_9 llama3 rnd_affine_scale 14185.747456 15374.221312 6.142123699188232 147.690162 0.0
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+ 0.4356298446655273 5 0.0 wikitext comb_14 llama3 rnd_affine_scale 14185.747456 15374.221312 5.429435253143311 147.703187 0.0
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+ 0.3805471062660217 4 0.0 wikitext comb_17 llama3 rnd_affine_scale 14185.747456 15374.221312 6.101458549499512 147.743066 0.0
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+ 0.4428909420967102 7 0.0 wikitext comb_9 llama3 rnd_affine_scale 14185.747456 15374.221312 5.240292072296143 147.766618 0.0
52
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192
  0.0 4 0.0 wikitext comb_2 tinyllama ones_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.414454 0.0
193
  0.0 5 0.0 wikitext comb_2 tinyllama ones_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.414454 0.0
194
  0.0 6 0.0 wikitext comb_2 tinyllama ones_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.414454 0.0
 
374
  0.0 6 0.0 wikitext comb_0 tinyllama rnd_affine_scale 1383.267328 3124.75648 inf 0.606792 0.0
375
  0.0 7 0.0 wikitext comb_0 tinyllama rnd_affine_scale 1383.267328 3124.75648 inf 0.606792 0.0
376
  0.0 8 0.0 wikitext comb_0 tinyllama rnd_affine_scale 1383.267328 3124.75648 inf 0.606792 0.0
 
377
  0.0 4 0.0 wikitext comb_4 phi rnd_affine_scale 4395.055104 4676.64896 1.1224465370178225 78.365073 0.0
378
  0.0 4 0.0 wikitext comb_2 phi ones_affine_scale 4395.055104 4676.64896 1.1224465370178225 78.637815 0.0
379
  0.0015873017255216 5 0.0 wikitext comb_2 phi ones_affine_scale 4395.055104 4676.64896 1.1327569484710691 78.755553 0.0
 
398
  0.3804458081722259 8 0.0 wikitext comb_7 phi rnd_affine_scale 4395.526144 4676.64896 5.907137393951416 64.035701 0.0
399
  0.3753462135791778 5 0.0 wikitext comb_7 phi rnd_affine_scale 4395.526144 4676.64896 5.971087455749512 68.829067 0.0
400
  0.3786896169185638 7 0.0 wikitext comb_7 phi rnd_affine_scale 4395.526144 4676.64896 5.902467727661133 84.777401 0.0
 
 
 
 
 
401
  0.0 4 0.0 wikitext comb_5 phi rnd_affine_scale 4398.413824 4678.746112 inf 98.643081 0.0
402
  0.0 5 0.0 wikitext comb_5 phi rnd_affine_scale 4398.413824 4678.746112 inf 98.643081 0.0
403
  0.0 6 0.0 wikitext comb_5 phi rnd_affine_scale 4398.413824 4678.746112 inf 98.643081 0.0
 
507
  0.0 6 0.0 wikitext comb_12 phi rnd_affine_scale 3362.72384 6650.068992 inf 1.223762 0.0
508
  0.0 7 0.0 wikitext comb_12 phi rnd_affine_scale 3362.72384 6650.068992 inf 1.223762 0.0
509
  0.0 8 0.0 wikitext comb_12 phi rnd_affine_scale 3362.72384 6650.068992 inf 1.223762 0.0
 
510
  0.0 4 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588137 36.860443 0.0
511
  0.0 5 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588137 36.860443 0.0
512
  0.0 6 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588137 36.860443 0.0
 
555
  0.3246538341045379 7 0.0 wikitext comb_7 opt rnd_affine_scale 670.15936 744.48896 7.905251502990723 22.416079 0.0
556
  0.3248226940631866 8 0.0 wikitext comb_5 opt ones_affine_scale 670.15936 744.48896 7.916566848754883 22.547134 0.0
557
  0.3169875144958496 5 0.0 wikitext comb_5 opt ones_affine_scale 670.15936 744.48896 8.223236083984375 22.551538 0.0
 
 
 
 
 
558
  0.0 4 0.0 wikitext comb_16 opt rnd_affine_scale 670.981632 744.48896 inf 36.749504 0.0
559
  0.0 5 0.0 wikitext comb_16 opt rnd_affine_scale 670.981632 744.48896 inf 36.749504 0.0
560
  0.0 6 0.0 wikitext comb_16 opt rnd_affine_scale 670.981632 744.48896 inf 36.749504 0.0
 
635
  0.3248564898967743 7 0.0 wikitext comb_18 opt rnd_affine_scale 671.452672 744.48896 7.921229839324951 49.296502 0.0
636
  0.3056399822235107 8 0.0 wikitext comb_8 opt ones_affine_scale 671.452672 744.48896 8.459071159362793 49.371485 0.0
637
  0.3213441371917724 6 0.0 wikitext comb_7 opt ones_affine_scale 671.452672 744.48896 7.825188159942627 49.379104 0.0
638
+ 0.1216818690299987 7 0.0 wikitext comb_8 opt ones_affine_scale 671.452672 744.48896 23.91303443908692 53.027901 0.0
639
  0.2934143841266632 4 0.0 wikitext comb_7 opt ones_affine_scale 671.452672 744.48896 8.898418426513672 111.477837 0.0
640
  0.0 4 0.0 wikitext comb_8 opt rnd_affine_scale 477.734912 851.443712 inf 0.350428 0.0
641
  0.0 5 0.0 wikitext comb_8 opt rnd_affine_scale 477.734912 851.443712 inf 0.350428 0.0
 
687
  0.0 6 0.0 wikitext comb_0 opt rnd_affine_scale 477.737472 1094.713344 inf 0.354638 0.0
688
  0.0 7 0.0 wikitext comb_0 opt rnd_affine_scale 477.737472 1094.713344 inf 0.354638 0.0
689
  0.0 8 0.0 wikitext comb_0 opt rnd_affine_scale 477.737472 1094.713344 inf 0.354638 0.0
 
690
  0.0 4 0.0 librispeech comb_13 wav2vec rnd_affine_scale 535.632384 1616.904192 0.0 93.580751 1.0
691
  0.0 5 0.0 librispeech comb_13 wav2vec rnd_affine_scale 535.632384 1616.904192 0.0 93.580751 1.0
692
  0.0 6 0.0 librispeech comb_13 wav2vec rnd_affine_scale 535.632384 1616.904192 0.0 93.580751 1.0
 
815
  0.0 8 0.0 librispeech comb_7 wav2vec rnd_affine_scale 658.017792 4829.741056 0.0 45.828612 0.0239712250945444
816
  0.0 7 0.0 librispeech comb_5 wav2vec ones_affine_scale 658.017792 4829.741056 0.0 49.438164 0.0237246455158352
817
  0.0 4 0.0 librispeech comb_5 wav2vec ones_affine_scale 658.017792 4829.741056 0.0 49.504793 0.0270506203055363
 
 
 
 
 
818
  0.0 4 0.0 librispeech comb_14 wav2vec rnd_affine_scale 658.907136 4831.838208 0.0 57.709893 0.0268791218316092
819
  0.0 5 0.0 librispeech comb_11 wav2vec ones_affine_scale 658.907136 4831.838208 0.0 57.928862 0.0238956293273621
820
  0.0 5 0.0 librispeech comb_17 wav2vec rnd_affine_scale 658.907136 4831.838208 0.0 58.087796 0.0345452941918808
 
872
  0.0 6 0.0 librispeech comb_7 wav2vec ones_affine_scale 658.907136 4831.838208 0.0 82.762885 0.0235917441834865
873
  0.0 7 0.0 librispeech comb_7 wav2vec ones_affine_scale 658.907136 4831.838208 0.0 83.38208 0.0242665513621423
874
  0.0 8 0.0 librispeech comb_7 wav2vec ones_affine_scale 658.907136 4831.838208 0.0 85.36726 0.0240619166623189
 
875
  0.0 4 0.0 imagenet comb_10 vit ones_affine_scale 357.020672 381.681664 0.0 43.032704 0.0
876
  0.0 5 0.0 imagenet comb_10 vit ones_affine_scale 357.020672 381.681664 0.0 43.032704 0.0
877
  0.0 6 0.0 imagenet comb_10 vit ones_affine_scale 357.020672 381.681664 0.0 43.032704 0.0
 
897
  0.8016444444656372 8 0.0 imagenet comb_7 vit rnd_affine_scale 357.513728 381.681664 0.0 52.799167 0.0
898
  0.7903391718864441 4 0.0 imagenet comb_7 vit rnd_affine_scale 357.513728 381.681664 0.0 54.996582 0.0
899
  0.7995889186859131 5 0.0 imagenet comb_7 vit rnd_affine_scale 357.513728 381.681664 0.0 65.573328 0.0
 
 
 
 
 
900
  0.0 4 0.0 imagenet comb_16 vit rnd_affine_scale 357.9136 381.681664 0.0 29.37688 0.0
901
  0.0 5 0.0 imagenet comb_16 vit rnd_affine_scale 357.9136 381.681664 0.0 29.37688 0.0
902
  0.0 6 0.0 imagenet comb_16 vit rnd_affine_scale 357.9136 381.681664 0.0 29.37688 0.0
 
1057
  0.0 6 0.0 imagenet comb_12 vit rnd_affine_scale 328.664064 438.304768 0.0 0.04528 0.0
1058
  0.0 7 0.0 imagenet comb_12 vit rnd_affine_scale 328.664064 438.304768 0.0 0.04528 0.0
1059
  0.0 8 0.0 imagenet comb_12 vit rnd_affine_scale 328.664064 438.304768 0.0 0.04528 0.0
1060
+ 0.2965889573097229 4 0.0 wikitext ao_woq opt fixed 268.126208 740.294656 8.768630981445312 16.713258 0.0
1061
+ 0.3245187401771545 7 0.0 wikitext woq opt fixed 670.234624 765.46048 7.905444145202637 21.34634 0.0
1062
+ 0.3248564898967743 8 0.0 wikitext woq opt fixed 670.234624 782.237696 7.916111469268799 21.146683 0.0
1063
+ 0.3170213103294372 5 0.0 wikitext woq opt fixed 670.234624 782.237696 8.222683906555176 21.318598 0.0
1064
+ 0.2924012243747711 4 0.0 wikitext woq opt fixed 670.234624 786.432 8.903441429138184 21.231402 0.0
1065
+ 0.321073979139328 6 0.0 wikitext woq opt fixed 670.234624 786.432 7.8056864738464355 21.325525 0.0
1066
+ 0.3248226940631866 8 0.0 wikitext ao_woq opt fixed 580.071936 834.666496 7.916566848754883 15.291454 0.0
1067
+ 0.3243836760520935 32 0.0 wikitext base opt ---- 1359.398912 1402.994688 7.934948921203613 10.259793 0.0
1068
+ 0.3715636432170868 4 0.0 wikitext ao_woq phi fixed 1922.306048 2797.600768 5.994823932647705 29.916931 0.0
1069
+ 0.3804458081722259 8 0.0 wikitext ao_woq phi fixed 3885.39392 4292.870144 5.907138824462891 28.844547 0.0
1070
+ 0.353799432516098 4 0.0 wikitext woq phi fixed 4394.576384 4697.62048 6.483606815338135 62.256798 0.0
1071
+ 0.3787571489810943 7 0.0 wikitext woq phi fixed 4394.576384 4697.62048 5.903452396392822 62.260671 0.0
1072
+ 0.3752786219120025 5 0.0 wikitext woq phi fixed 4394.576384 4697.62048 5.969074726104736 62.28564 0.0
1073
+ 0.3804795742034912 8 0.0 wikitext woq phi fixed 4394.576384 4697.62048 5.9067816734313965 62.309245 0.0
1074
+ 0.3781155049800873 6 0.0 wikitext woq phi fixed 4394.576384 4697.62048 5.950102806091309 62.371786 0.0
1075
+ 0.3805133402347564 32 0.0 wikitext base phi ---- 11335.518208 11370.758144 5.909549236297607 18.803033 0.0
1076
+ 0.3641674816608429 4 0.0 wikitext ao_woq tinyllama fixed 741.692928 866.123776 7.043089866638184 21.504217 0.0
1077
+ 0.3771361112594604 8 0.0 wikitext ao_woq tinyllama fixed 1631.725568 1988.100096 6.605966091156006 19.289787 0.0
1078
+ 0.3785883486270904 6 0.0 wikitext woq tinyllama fixed 1898.208768 2151.677952 6.501583099365234 19.670746 0.0
1079
+ 0.3469773828983307 4 0.0 wikitext woq tinyllama fixed 1898.208768 2151.677952 7.655362606048584 20.13133 0.0
1080
+ 0.3763255476951599 7 0.0 wikitext woq tinyllama fixed 1898.208768 2151.677952 6.663349628448486 20.220846 0.0
1081
+ 0.3772712051868438 8 0.0 wikitext woq tinyllama fixed 1898.208768 2151.677952 6.604811191558838 20.271864 0.0
1082
+ 0.3676123023033142 5 0.0 wikitext woq tinyllama fixed 1898.208768 2151.677952 6.966304302215576 20.453174 0.0
1083
+ 0.3781492710113525 32 0.0 wikitext base tinyllama ---- 4470.547968 4485.808128 6.595952033996582 14.7146 0.0
1084
+ 0.7995889186859131 7 0.0 imagenet woq vit fixed 356.539392 406.847488 0.0 72.915762 0.0
1085
+ 0.789311408996582 4 0.0 imagenet woq vit fixed 356.539392 406.847488 0.0 79.459568 0.0
1086
+ 0.7995889186859131 5 0.0 imagenet woq vit fixed 356.539392 406.847488 0.0 80.755401 0.0
1087
+ 0.8016444444656372 8 0.0 imagenet woq vit fixed 356.539392 406.847488 0.0 84.771372 0.0
1088
+ 0.8057554364204407 6 0.0 imagenet woq vit fixed 356.539392 406.847488 0.0 87.505697 0.0
1089
+ 0.7954779267311096 4 0.0 imagenet ao_woq vit fixed 179.948032 503.31648 0.0 84.235943 0.0
1090
+ 0.8016444444656372 8 0.0 imagenet ao_woq vit fixed 341.330432 511.705088 0.0 70.219511 0.0
1091
+ 0.8006166815757751 32 0.0 imagenet base vit ---- 1235.241472 1256.194048 0.0 10.072652 0.0
1092
+ 0.0 4 0.0 librispeech woq wav2vec fixed 658.092544 4764.729344 0.0 25.254058 0.0268907930412973
1093
+ 0.0 7 0.0 librispeech woq wav2vec fixed 658.092544 4764.729344 0.0 87.311892 0.0236079788491685
1094
+ 0.0 5 0.0 librispeech woq wav2vec fixed 658.092544 4764.729344 0.0 88.949576 0.0237326414926321
1095
+ 0.0 8 0.0 librispeech woq wav2vec fixed 658.092544 4764.729344 0.0 93.252914 0.0239494859641096
1096
+ 0.0 6 0.0 librispeech woq wav2vec fixed 658.092544 4764.729344 0.0 96.317889 0.0234031339094832
1097
+ 0.0 8 0.0 librispeech ao_woq wav2vec fixed 658.017792 4890.558464 0.0 94.874683 0.0239712250945444
1098
+ 0.0 32 0.0 librispeech base wav2vec ---- 1564.76928 5620.36736 0.0 18.11403 0.0239473509600023
1099
+ 0.4277946949005127 4 0.0 wikitext ao_woq llama3 fixed 5542.3616 7163.871232 5.3583574295043945 39.050602 0.0
1100
+ 0.4437352418899536 8 0.0 wikitext ao_woq llama3 fixed 12110.375936 14040.43264 5.208643436431885 52.36158 0.0
1101
+ 0.3797703683376312 4 0.0 wikitext woq llama3 fixed 14179.331584 15367.929856 6.163248062133789 95.615827 0.0
1102
+ 0.4355623126029968 5 0.0 wikitext woq llama3 fixed 14179.331584 15367.929856 5.448963165283203 95.618313 0.0
1103
+ 0.443870335817337 8 0.0 wikitext woq llama3 fixed 14179.331584 15367.929856 5.208242893218994 95.65331 0.0
1104
+ 0.4409320950508117 6 0.0 wikitext woq llama3 fixed 14179.331584 15367.929856 5.193300724029541 95.732171 0.0
1105
+ 0.4427558183670044 7 0.0 wikitext woq llama3 fixed 14179.331584 15367.929856 5.248887062072754 95.895658 0.0
1106
+ 0.4436677098274231 32 0.0 wikitext base llama3 ---- 33003.526656 33155.97312 5.223813056945801 26.70374 0.0
results.txt CHANGED
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