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  1. results/best_param_per_func_with_baselines/tinyllama/4/best_param_per_func_with_baselines.png +0 -0
  2. results/best_param_per_func_with_baselines/tinyllama/5/best_param_per_func_with_baselines.png +0 -0
  3. results/best_param_per_func_with_baselines/tinyllama/6/best_param_per_func_with_baselines.png +0 -0
  4. results/best_param_per_func_with_baselines/tinyllama/7/best_param_per_func_with_baselines.png +0 -0
  5. results/best_param_per_func_with_baselines/tinyllama/8/best_param_per_func_with_baselines.png +0 -0
  6. results/best_param_per_func_with_baselines/wav2vec/4/best_param_per_func_with_baselines.png +0 -0
  7. results/best_param_per_func_with_baselines/wav2vec/5/best_param_per_func_with_baselines.png +0 -0
  8. results/best_param_per_func_with_baselines/wav2vec/6/best_param_per_func_with_baselines.png +0 -0
  9. results/best_param_per_func_with_baselines/wav2vec/7/best_param_per_func_with_baselines.png +0 -0
  10. results/best_param_per_func_with_baselines/wav2vec/8/best_param_per_func_with_baselines.png +0 -0
  11. results/bitwidth_acc_decay_per_function/tinyllama.png +0 -0
  12. results/bitwidth_acc_decay_per_function/wav2vec.png +0 -0
  13. results/df.tsv +308 -0
  14. results/func_by_param_init_method/tinyllama/4/comb_0.png +0 -0
  15. results/func_by_param_init_method/tinyllama/4/comb_1.png +0 -0
  16. results/func_by_param_init_method/tinyllama/4/comb_10.png +0 -0
  17. results/func_by_param_init_method/tinyllama/4/comb_11.png +0 -0
  18. results/func_by_param_init_method/tinyllama/4/comb_12.png +0 -0
  19. results/func_by_param_init_method/tinyllama/4/comb_13.png +0 -0
  20. results/func_by_param_init_method/tinyllama/4/comb_14.png +0 -0
  21. results/func_by_param_init_method/tinyllama/4/comb_15.png +0 -0
  22. results/func_by_param_init_method/tinyllama/4/comb_16.png +0 -0
  23. results/func_by_param_init_method/tinyllama/4/comb_17.png +0 -0
  24. results/func_by_param_init_method/tinyllama/4/comb_18.png +0 -0
  25. results/func_by_param_init_method/tinyllama/4/comb_2.png +0 -0
  26. results/func_by_param_init_method/tinyllama/4/comb_3.png +0 -0
  27. results/func_by_param_init_method/tinyllama/4/comb_4.png +0 -0
  28. results/func_by_param_init_method/tinyllama/4/comb_5.png +0 -0
  29. results/func_by_param_init_method/tinyllama/4/comb_6.png +0 -0
  30. results/func_by_param_init_method/tinyllama/4/comb_7.png +0 -0
  31. results/func_by_param_init_method/tinyllama/4/comb_8.png +0 -0
  32. results/func_by_param_init_method/tinyllama/4/comb_9.png +0 -0
  33. results/func_by_param_init_method/tinyllama/5/comb_0.png +0 -0
  34. results/func_by_param_init_method/tinyllama/5/comb_1.png +0 -0
  35. results/func_by_param_init_method/tinyllama/5/comb_10.png +0 -0
  36. results/func_by_param_init_method/tinyllama/5/comb_11.png +0 -0
  37. results/func_by_param_init_method/tinyllama/5/comb_12.png +0 -0
  38. results/func_by_param_init_method/tinyllama/5/comb_13.png +0 -0
  39. results/func_by_param_init_method/tinyllama/5/comb_14.png +0 -0
  40. results/func_by_param_init_method/tinyllama/5/comb_15.png +0 -0
  41. results/func_by_param_init_method/tinyllama/5/comb_16.png +0 -0
  42. results/func_by_param_init_method/tinyllama/5/comb_17.png +0 -0
  43. results/func_by_param_init_method/tinyllama/5/comb_18.png +0 -0
  44. results/func_by_param_init_method/tinyllama/5/comb_2.png +0 -0
  45. results/func_by_param_init_method/tinyllama/5/comb_3.png +0 -0
  46. results/func_by_param_init_method/tinyllama/5/comb_4.png +0 -0
  47. results/func_by_param_init_method/tinyllama/5/comb_5.png +0 -0
  48. results/func_by_param_init_method/tinyllama/5/comb_6.png +0 -0
  49. results/func_by_param_init_method/tinyllama/5/comb_7.png +0 -0
  50. results/func_by_param_init_method/tinyllama/5/comb_8.png +0 -0
results/best_param_per_func_with_baselines/tinyllama/4/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/tinyllama/5/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/tinyllama/6/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/tinyllama/7/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/tinyllama/8/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/wav2vec/4/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/wav2vec/5/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/wav2vec/6/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/wav2vec/7/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/wav2vec/8/best_param_per_func_with_baselines.png ADDED
results/bitwidth_acc_decay_per_function/tinyllama.png ADDED
results/bitwidth_acc_decay_per_function/wav2vec.png ADDED
results/df.tsv ADDED
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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
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+ 0.0 5 0.0 wikitext comb_2 tinyllama ones_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.414454 0.0
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+ 0.0 6 0.0 wikitext comb_2 tinyllama ones_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.414454 0.0
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+ 0.0 7 0.0 wikitext comb_2 tinyllama ones_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.414454 0.0
6
+ 0.0 8 0.0 wikitext comb_2 tinyllama ones_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.414454 0.0
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+ 0.0 4 0.0 wikitext comb_4 tinyllama rnd_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.689412 0.0
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+ 0.0 5 0.0 wikitext comb_4 tinyllama rnd_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.689412 0.0
9
+ 0.0 6 0.0 wikitext comb_4 tinyllama rnd_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.689412 0.0
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+ 0.0 7 0.0 wikitext comb_4 tinyllama rnd_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.689412 0.0
11
+ 0.0 8 0.0 wikitext comb_4 tinyllama rnd_affine_scale 1897.658368 2145.386496 1.3021647930145264 56.689412 0.0
12
+ 0.0 4 0.0 wikitext comb_10 tinyllama rnd_affine_scale 1897.658368 2145.386496 1.1093071699142456 60.163118 0.0
13
+ 0.0 5 0.0 wikitext comb_10 tinyllama rnd_affine_scale 1897.658368 2145.386496 1.1093071699142456 60.163118 0.0
14
+ 0.0 6 0.0 wikitext comb_10 tinyllama rnd_affine_scale 1897.658368 2145.386496 1.1093071699142456 60.163118 0.0
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+ 0.0 7 0.0 wikitext comb_10 tinyllama rnd_affine_scale 1897.658368 2145.386496 1.1093071699142456 60.163118 0.0
16
+ 0.0 8 0.0 wikitext comb_10 tinyllama rnd_affine_scale 1897.658368 2145.386496 1.1093071699142456 60.163118 0.0
17
+ 0.0 4 0.0 wikitext comb_10 tinyllama ones_affine_scale 1897.658368 2145.386496 1.1093071699142456 63.816232 0.0
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+ 0.0 5 0.0 wikitext comb_10 tinyllama ones_affine_scale 1897.658368 2145.386496 1.1093071699142456 63.816232 0.0
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+ 0.0 6 0.0 wikitext comb_10 tinyllama ones_affine_scale 1897.658368 2145.386496 1.1093071699142456 63.816232 0.0
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+ 0.0 7 0.0 wikitext comb_10 tinyllama ones_affine_scale 1897.658368 2145.386496 1.1093071699142456 63.816232 0.0
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+ 0.0 8 0.0 wikitext comb_10 tinyllama ones_affine_scale 1897.658368 2145.386496 1.1093071699142456 63.816232 0.0
22
+ 0.3469773828983307 4 0.0 wikitext comb_7 tinyllama rnd_affine_scale 1898.129408 2145.386496 7.644235134124756 44.343975 0.0
23
+ 0.37713611125946045 8 0.0 wikitext comb_7 tinyllama rnd_affine_scale 1898.129408 2145.386496 6.605966091156006 46.103385 0.0
24
+ 0.37652820348739624 7 0.0 wikitext comb_7 tinyllama rnd_affine_scale 1898.129408 2145.386496 6.65895414352417 47.882171 0.0
25
+ 0.37713611125946045 8 0.0 wikitext comb_5 tinyllama ones_affine_scale 1898.129408 2145.386496 6.605966091156006 49.353449 0.0
26
+ 0.37652820348739624 7 0.0 wikitext comb_5 tinyllama ones_affine_scale 1898.129408 2145.386496 6.65895414352417 50.198859 0.0
27
+ 0.3680175542831421 5 0.0 wikitext comb_7 tinyllama rnd_affine_scale 1898.129408 2145.386496 6.965248107910156 50.298846 0.0
28
+ 0.3680175542831421 5 0.0 wikitext comb_5 tinyllama ones_affine_scale 1898.129408 2145.386496 6.965248107910156 51.932238 0.0
29
+ 0.37858834862709045 6 0.0 wikitext comb_5 tinyllama ones_affine_scale 1898.129408 2145.386496 6.5001301765441895 53.8819 0.0
30
+ 0.37858834862709045 6 0.0 wikitext comb_7 tinyllama rnd_affine_scale 1898.129408 2145.386496 6.5001301765441895 63.33436 0.0
31
+ 0.0 4 0.0 wikitext comb_5 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 68.227747 0.0
32
+ 0.0 5 0.0 wikitext comb_5 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 68.227747 0.0
33
+ 0.0 6 0.0 wikitext comb_5 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 68.227747 0.0
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+ 0.0 7 0.0 wikitext comb_5 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 68.227747 0.0
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+ 0.0 8 0.0 wikitext comb_5 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 68.227747 0.0
36
+ 0.03015873394906521 4 0.0 wikitext comb_13 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1093063354492188 70.365543 0.0
37
+ 0.0 4 0.0 wikitext comb_15 tinyllama rnd_affine_scale 1899.491328 2147.483648 1.167986273765564 70.366276 0.0
38
+ 0.0 5 0.0 wikitext comb_15 tinyllama rnd_affine_scale 1899.491328 2147.483648 1.167986273765564 70.366276 0.0
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+ 0.0 6 0.0 wikitext comb_15 tinyllama rnd_affine_scale 1899.491328 2147.483648 1.167986273765564 70.366276 0.0
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+ 0.0 7 0.0 wikitext comb_15 tinyllama rnd_affine_scale 1899.491328 2147.483648 1.167986273765564 70.366276 0.0
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+ 0.0 8 0.0 wikitext comb_15 tinyllama rnd_affine_scale 1899.491328 2147.483648 1.167986273765564 70.366276 0.0
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+ 0.03015873394906521 6 0.0 wikitext comb_13 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1093063354492188 72.989956 0.0
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+ 0.0 4 0.0 wikitext comb_12 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1116281747817993 73.679832 0.0
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+ 0.0 5 0.0 wikitext comb_12 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1116281747817993 73.679832 0.0
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+ 0.0 6 0.0 wikitext comb_12 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1116281747817993 73.679832 0.0
46
+ 0.0 7 0.0 wikitext comb_12 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1116281747817993 73.679832 0.0
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+ 0.0 4 0.0 wikitext comb_11 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 76.019928 0.0
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+ 0.0 5 0.0 wikitext comb_11 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 76.019928 0.0
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+ 0.0 6 0.0 wikitext comb_11 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 76.019928 0.0
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+ 0.0 7 0.0 wikitext comb_11 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 76.019928 0.0
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+ 0.0 8 0.0 wikitext comb_11 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 76.019928 0.0
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+ 0.0 4 0.0 wikitext comb_3 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 76.272401 0.0
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+ 0.0 5 0.0 wikitext comb_3 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 76.272401 0.0
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+ 0.0 6 0.0 wikitext comb_3 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 76.272401 0.0
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+ 0.0 7 0.0 wikitext comb_3 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 76.272401 0.0
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+ 0.0 8 0.0 wikitext comb_3 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 76.272401 0.0
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+ 0.0 4 0.0 wikitext comb_4 tinyllama ones_affine_scale 1899.491328 2147.483648 1.397777795791626 77.009634 0.0
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+ 0.0 5 0.0 wikitext comb_4 tinyllama ones_affine_scale 1899.491328 2147.483648 1.397777795791626 77.009634 0.0
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+ 0.0 6 0.0 wikitext comb_4 tinyllama ones_affine_scale 1899.491328 2147.483648 1.397777795791626 77.009634 0.0
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+ 0.0 7 0.0 wikitext comb_4 tinyllama ones_affine_scale 1899.491328 2147.483648 1.397777795791626 77.009634 0.0
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+ 0.0 8 0.0 wikitext comb_4 tinyllama ones_affine_scale 1899.491328 2147.483648 1.397777795791626 77.009634 0.0
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+ 0.03015873394906521 5 0.0 wikitext comb_13 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1093063354492188 77.84607 0.0
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+ 0.03015873394906521 8 0.0 wikitext comb_13 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1093063354492188 78.012717 0.0
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+ 0.03015873394906521 7 0.0 wikitext comb_13 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1093063354492188 78.512825 0.0
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+ 0.0 4 0.0 wikitext comb_8 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1221818923950195 86.751186 0.0
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+ 0.0 5 0.0 wikitext comb_8 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1221818923950195 86.751186 0.0
67
+ 0.0 6 0.0 wikitext comb_8 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1221818923950195 86.751186 0.0
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+ 0.0 4 0.0 wikitext comb_9 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1098319292068481 87.175634 0.0
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+ 0.0 8 0.0 wikitext comb_9 tinyllama ones_affine_scale 1899.491328 2147.483648 1.1098319292068481 87.175634 0.0
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+ 0.0 4 0.0 wikitext comb_16 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 96.838668 0.0
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+ 0.0 5 0.0 wikitext comb_16 tinyllama rnd_affine_scale 1899.491328 2147.483648 inf 96.838668 0.0
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+ 0.3772711753845215 8 0.0 wikitext comb_9 tinyllama rnd_affine_scale 1899.962368 2147.483648 6.622289657592773 66.701119 0.0
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+ 0.3620060682296753 5 0.0 wikitext comb_1 tinyllama rnd_affine_scale 1899.962368 2147.483648 7.071422100067139 67.143881 0.0
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+ 0.36990880966186523 7 0.0 wikitext comb_1 tinyllama rnd_affine_scale 1899.962368 2147.483648 6.857609272003174 67.942954 0.0
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results/func_by_param_init_method/tinyllama/4/comb_0.png ADDED
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results/func_by_param_init_method/tinyllama/4/comb_2.png ADDED
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results/func_by_param_init_method/tinyllama/4/comb_5.png ADDED
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results/func_by_param_init_method/tinyllama/4/comb_7.png ADDED
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results/func_by_param_init_method/tinyllama/5/comb_4.png ADDED
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results/func_by_param_init_method/tinyllama/5/comb_6.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_7.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_8.png ADDED