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  1. results/best_param_per_func_with_baselines/vit/4/best_param_per_func_with_baselines.png +0 -0
  2. results/best_param_per_func_with_baselines/vit/5/best_param_per_func_with_baselines.png +0 -0
  3. results/best_param_per_func_with_baselines/vit/6/best_param_per_func_with_baselines.png +0 -0
  4. results/best_param_per_func_with_baselines/vit/7/best_param_per_func_with_baselines.png +0 -0
  5. results/best_param_per_func_with_baselines/vit/8/best_param_per_func_with_baselines.png +0 -0
  6. results/bitwidth_acc_decay_per_function/vit.png +0 -0
  7. results/df.tsv +116 -0
  8. results/func_by_param_init_method/vit/4/comb_1.png +0 -0
  9. results/func_by_param_init_method/vit/4/comb_13.png +0 -0
  10. results/func_by_param_init_method/vit/4/comb_13_t.png +0 -0
  11. results/func_by_param_init_method/vit/4/comb_16.png +0 -0
  12. results/func_by_param_init_method/vit/4/comb_16_t.png +0 -0
  13. results/func_by_param_init_method/vit/4/comb_17.png +0 -0
  14. results/func_by_param_init_method/vit/4/comb_17_t.png +0 -0
  15. results/func_by_param_init_method/vit/4/comb_1_t.png +0 -0
  16. results/func_by_param_init_method/vit/4/comb_2.png +0 -0
  17. results/func_by_param_init_method/vit/4/comb_2_t.png +0 -0
  18. results/func_by_param_init_method/vit/4/comb_8.png +0 -0
  19. results/func_by_param_init_method/vit/4/comb_8_t.png +0 -0
  20. results/func_by_param_init_method/vit/5/comb_1.png +0 -0
  21. results/func_by_param_init_method/vit/5/comb_13.png +0 -0
  22. results/func_by_param_init_method/vit/5/comb_13_t.png +0 -0
  23. results/func_by_param_init_method/vit/5/comb_16.png +0 -0
  24. results/func_by_param_init_method/vit/5/comb_16_t.png +0 -0
  25. results/func_by_param_init_method/vit/5/comb_17.png +0 -0
  26. results/func_by_param_init_method/vit/5/comb_17_t.png +0 -0
  27. results/func_by_param_init_method/vit/5/comb_1_t.png +0 -0
  28. results/func_by_param_init_method/vit/5/comb_2.png +0 -0
  29. results/func_by_param_init_method/vit/5/comb_2_t.png +0 -0
  30. results/func_by_param_init_method/vit/5/comb_8.png +0 -0
  31. results/func_by_param_init_method/vit/5/comb_8_t.png +0 -0
  32. results/func_by_param_init_method/vit/6/comb_1.png +0 -0
  33. results/func_by_param_init_method/vit/6/comb_13.png +0 -0
  34. results/func_by_param_init_method/vit/6/comb_13_t.png +0 -0
  35. results/func_by_param_init_method/vit/6/comb_16.png +0 -0
  36. results/func_by_param_init_method/vit/6/comb_16_t.png +0 -0
  37. results/func_by_param_init_method/vit/6/comb_17.png +0 -0
  38. results/func_by_param_init_method/vit/6/comb_17_t.png +0 -0
  39. results/func_by_param_init_method/vit/6/comb_1_t.png +0 -0
  40. results/func_by_param_init_method/vit/6/comb_2.png +0 -0
  41. results/func_by_param_init_method/vit/6/comb_2_t.png +0 -0
  42. results/func_by_param_init_method/vit/6/comb_8.png +0 -0
  43. results/func_by_param_init_method/vit/6/comb_8_t.png +0 -0
  44. results/func_by_param_init_method/vit/7/comb_1.png +0 -0
  45. results/func_by_param_init_method/vit/7/comb_13.png +0 -0
  46. results/func_by_param_init_method/vit/7/comb_13_t.png +0 -0
  47. results/func_by_param_init_method/vit/7/comb_16.png +0 -0
  48. results/func_by_param_init_method/vit/7/comb_16_t.png +0 -0
  49. results/func_by_param_init_method/vit/7/comb_17.png +0 -0
  50. results/func_by_param_init_method/vit/7/comb_17_t.png +0 -0
results/best_param_per_func_with_baselines/vit/4/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/vit/5/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/vit/6/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/vit/7/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/vit/8/best_param_per_func_with_baselines.png ADDED
results/bitwidth_acc_decay_per_function/vit.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
+ 0.7954779267311096 4 0.0 imagenet ao_woq vit fixed 180.840448 411.041792 0.0 20.915792 0.0
3
+ 0.8016444444656372 8 0.0 imagenet ao_woq vit fixed 341.330432 486.539264 0.0 74.552253 0.0
4
+ 0.0 4 0.0 imagenet comb_18 vit rnd_search_t_lin 355.972096 511.705088 0.0 22.574209 0.0
5
+ 0.0 5 0.0 imagenet comb_18 vit rnd_search_t_lin 355.972096 511.705088 0.0 22.574209 0.0
6
+ 0.0 6 0.0 imagenet comb_18 vit rnd_search_t_lin 355.972096 511.705088 0.0 22.574209 0.0
7
+ 0.0 7 0.0 imagenet comb_18 vit rnd_search_t_lin 355.972096 511.705088 0.0 22.574209 0.0
8
+ 0.0 8 0.0 imagenet comb_18 vit rnd_search_t_lin 355.972096 511.705088 0.0 22.574209 0.0
9
+ 0.0 4 0.0 imagenet comb_9 vit rnd_search_t_lin 355.972096 511.705088 0.0 63.707392 0.0
10
+ 0.0 5 0.0 imagenet comb_9 vit rnd_search_t_lin 355.972096 511.705088 0.0 63.707392 0.0
11
+ 0.0 6 0.0 imagenet comb_9 vit rnd_search_t_lin 355.972096 511.705088 0.0 63.707392 0.0
12
+ 0.0 7 0.0 imagenet comb_9 vit rnd_search_t_lin 355.972096 511.705088 0.0 63.707392 0.0
13
+ 0.0 8 0.0 imagenet comb_9 vit rnd_search_t_lin 355.972096 511.705088 0.0 63.707392 0.0
14
+ 0.7995889186859131 5 0.0 imagenet comb_16 vit rnd_search_t_lin 356.465152 511.705088 0.0 18.790925 0.0
15
+ 0.798561155796051 4 0.0 imagenet comb_16 vit rnd_search_t_lin 356.465152 511.705088 0.0 28.841584 0.0
16
+ 0.7995889186859131 8 0.0 imagenet comb_16 vit rnd_search_t_lin 356.465152 511.705088 0.0 34.798292 0.0
17
+ 0.7975334525108337 7 0.0 imagenet comb_16 vit rnd_search_t_lin 356.465152 511.705088 0.0 35.245868 0.0
18
+ 0.798561155796051 6 0.0 imagenet comb_16 vit rnd_search_t_lin 356.465152 511.705088 0.0 59.006722 0.0
19
+ 0.8057554364204407 6 0.0 imagenet woq vit fixed 356.539392 511.705088 0.0 20.450543 0.0
20
+ 0.789311408996582 4 0.0 imagenet woq vit fixed 356.539392 511.705088 0.0 22.149936 0.0
21
+ 0.8016444444656372 8 0.0 imagenet woq vit fixed 356.539392 511.705088 0.0 25.840467 0.0
22
+ 0.7995889186859131 7 0.0 imagenet woq vit fixed 356.539392 511.705088 0.0 32.120423 0.0
23
+ 0.7995889186859131 5 0.0 imagenet woq vit fixed 356.539392 511.705088 0.0 68.702627 0.0
24
+ 0.0 4 0.0 imagenet comb_3 vit rnd_search_t_lin 356.865024 511.705088 0.0 30.219868 0.0
25
+ 0.0 5 0.0 imagenet comb_3 vit rnd_search_t_lin 356.865024 511.705088 0.0 30.219868 0.0
26
+ 0.0 6 0.0 imagenet comb_3 vit rnd_search_t_lin 356.865024 511.705088 0.0 30.219868 0.0
27
+ 0.0 7 0.0 imagenet comb_3 vit rnd_search_t_lin 356.865024 511.705088 0.0 30.219868 0.0
28
+ 0.0 8 0.0 imagenet comb_3 vit rnd_search_t_lin 356.865024 511.705088 0.0 30.219868 0.0
29
+ 0.0 4 0.0 imagenet comb_7 vit rnd_search_t_lin 356.865024 511.705088 0.0 37.827608 0.0
30
+ 0.0 5 0.0 imagenet comb_7 vit rnd_search_t_lin 356.865024 511.705088 0.0 37.827608 0.0
31
+ 0.0 6 0.0 imagenet comb_7 vit rnd_search_t_lin 356.865024 511.705088 0.0 37.827608 0.0
32
+ 0.0 7 0.0 imagenet comb_7 vit rnd_search_t_lin 356.865024 511.705088 0.0 37.827608 0.0
33
+ 0.0 8 0.0 imagenet comb_7 vit rnd_search_t_lin 356.865024 511.705088 0.0 37.827608 0.0
34
+ 0.0 4 0.0 imagenet comb_11 vit rnd_search_t_lin 356.865024 511.705088 0.0 101.56097 0.0
35
+ 0.0 5 0.0 imagenet comb_11 vit rnd_search_t_lin 356.865024 511.705088 0.0 101.56097 0.0
36
+ 0.0 6 0.0 imagenet comb_11 vit rnd_search_t_lin 356.865024 511.705088 0.0 101.56097 0.0
37
+ 0.0 7 0.0 imagenet comb_11 vit rnd_search_t_lin 356.865024 511.705088 0.0 101.56097 0.0
38
+ 0.0 8 0.0 imagenet comb_11 vit rnd_search_t_lin 356.865024 511.705088 0.0 101.56097 0.0
39
+ 0.1818181872367859 4 0.0 imagenet comb_17 vit rnd_search_t_lin 356.8768 511.705088 0.0 54.108822 0.0
40
+ 0.6546762585639954 4 0.0 imagenet comb_13 vit rnd_search_t_lin 357.35808 513.80224 0.0 29.677991 0.0
41
+ 0.798561155796051 6 0.0 imagenet comb_17 vit rnd_search_t_lin 357.35808 513.80224 0.0 29.87008 0.0
42
+ 0.8026722073554993 5 0.0 imagenet comb_2 vit rnd_search_t_lin 357.35808 513.80224 0.0 29.990969 0.0
43
+ 0.798561155796051 5 0.0 imagenet comb_8 vit rnd_search_t_lin 357.35808 513.80224 0.0 30.153069 0.0
44
+ 0.7954779267311096 4 0.0 imagenet comb_8 vit rnd_search_t_lin 357.35808 513.80224 0.0 30.288857 0.0
45
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50
+ 0.7995889186859131 5 0.0 imagenet comb_1 vit rnd_search_t_lin 357.35808 513.80224 0.0 32.795108 0.0
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+ 0.8016444444656372 6 0.0 imagenet comb_1 vit rnd_search_t_lin 357.35808 513.80224 0.0 32.800088 0.0
52
+ 0.8016444444656372 7 0.0 imagenet comb_1 vit rnd_search_t_lin 357.35808 513.80224 0.0 32.811648 0.0
53
+ 0.8006166815757751 8 0.0 imagenet comb_8 vit rnd_search_t_lin 357.35808 513.80224 0.0 33.780743 0.0
54
+ 0.798561155796051 6 0.0 imagenet comb_2 vit rnd_search_t_lin 357.35808 513.80224 0.0 34.170212 0.0
55
+ 0.7995889186859131 6 0.0 imagenet comb_8 vit rnd_search_t_lin 357.35808 513.80224 0.0 45.143249 0.0
56
+ 0.8016444444656372 8 0.0 imagenet comb_1 vit rnd_search_t_lin 357.35808 513.80224 0.0 46.132882 0.0
57
+ 0.7944501638412476 4 0.0 imagenet comb_2 vit rnd_search_t_lin 357.35808 513.80224 0.0 48.968906 0.0
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+ 0.7975334525108337 6 0.0 imagenet comb_13 vit rnd_search_t_lin 357.35808 513.80224 0.0 54.920019 0.0
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+ 0.7852004170417786 5 0.0 imagenet comb_13 vit rnd_search_t_lin 357.35808 513.80224 0.0 63.436016 0.0
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+ 0.7965056896209717 4 0.0 imagenet comb_1 vit rnd_search_t_lin 357.35808 513.80224 0.0 64.79507 0.0
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+ 0.8006166815757751 7 0.0 imagenet comb_2 vit rnd_search_t_lin 357.35808 513.80224 0.0 80.710276 0.0
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+ 0.7995889186859131 7 0.0 imagenet comb_17 vit rnd_search_t_lin 357.35808 513.80224 0.0 112.203488 0.0
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+ 0.7995889186859131 7 0.0 imagenet comb_8 vit rnd_search_t_lin 357.35808 513.80224 0.0 155.475608 0.0
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+ 0.0 4 0.0 imagenet comb_5 vit rnd_search_t_lin 329.081856 515.899392 0.0 0.04024 0.0
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+ 0.0 5 0.0 imagenet comb_5 vit rnd_search_t_lin 329.081856 515.899392 0.0 0.04024 0.0
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+ 0.0 4 0.0 imagenet comb_15 vit rnd_search_t_lin 329.081856 515.899392 0.0 0.04773 0.0
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+ 0.0 8 0.0 imagenet comb_15 vit rnd_search_t_lin 329.081856 515.899392 0.0 0.04773 0.0
74
+ 0.0 8 0.0 imagenet comb_15_t vit rnd_search_t_lin 336.790528 530.579456 0.0 0.04249 0.0
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+ 0.0 8 0.0 imagenet comb_5_t vit rnd_search_t_lin 336.790528 530.579456 0.0 0.044499 0.0
76
+ 0.0 8 0.0 imagenet comb_9_t vit rnd_search_t_lin 364.491776 532.676608 0.0 53.320393 0.0
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+ 0.0 8 0.0 imagenet comb_18_t vit rnd_search_t_lin 364.655616 532.676608 0.0 23.156136 0.0
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+ 0.8026722073554993 6 0.0 imagenet comb_16_t vit rnd_search_t_lin 364.984832 532.676608 0.0 31.791452 0.0
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+ 0.7995889186859131 5 0.0 imagenet comb_16_t vit rnd_search_t_lin 364.984832 532.676608 0.0 31.868802 0.0
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+ 0.7934224605560303 8 0.0 imagenet comb_16_t vit rnd_search_t_lin 364.984832 532.676608 0.0 59.605442 0.0
83
+ 0.7728674411773682 8 0.0 imagenet woq_t vit fixed 365.059072 532.676608 0.0 21.127158 0.0
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+ 0.7975334525108337 5 0.0 imagenet woq_t vit fixed 365.059072 532.676608 0.0 21.872806 0.0
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+ 0.8016444444656372 7 0.0 imagenet woq_t vit fixed 365.059072 532.676608 0.0 31.175517 0.0
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+ 0.7934224605560303 4 0.0 imagenet woq_t vit fixed 365.059072 532.676608 0.0 36.514007 0.0
88
+ 0.0 8 0.0 imagenet comb_11_t vit rnd_search_t_lin 365.384704 532.676608 0.0 31.473746 0.0
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+ 0.0 8 0.0 imagenet comb_7_t vit rnd_search_t_lin 365.384704 532.676608 0.0 43.335516 0.0
90
+ 0.0 8 0.0 imagenet comb_3_t vit rnd_search_t_lin 365.548544 532.676608 0.0 31.681162 0.0
91
+ 0.8036999106407166 7 0.0 imagenet comb_2_t vit rnd_search_t_lin 365.87776 534.77376 0.0 31.455594 0.0
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105
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106
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107
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108
+ 0.8047276735305786 6 0.0 imagenet comb_8_t vit rnd_search_t_lin 365.87776 534.77376 0.0 65.748336 0.0
109
+ 0.7954779267311096 4 0.0 imagenet comb_1_t vit rnd_search_t_lin 365.87776 534.77376 0.0 75.490027 0.0
110
+ 0.8057554364204407 5 0.0 imagenet comb_1_t vit rnd_search_t_lin 365.87776 534.77376 0.0 78.020236 0.0
111
+ 0.7697842121124268 8 0.0 imagenet comb_13_t vit rnd_search_t_lin 366.0416 534.77376 0.0 32.199445 0.0
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+ 0.8088386654853821 7 0.0 imagenet comb_13_t vit rnd_search_t_lin 366.0416 534.77376 0.0 32.730718 0.0
113
+ 0.8047276735305786 5 0.0 imagenet comb_13_t vit rnd_search_t_lin 366.0416 534.77376 0.0 56.798322 0.0
114
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115
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116
+ 0.8006166815757751 32 0.0 imagenet base vit ---- 1235.241472 1256.194048 0.0 24.302065 0.0
results/func_by_param_init_method/vit/4/comb_1.png ADDED
results/func_by_param_init_method/vit/4/comb_13.png ADDED
results/func_by_param_init_method/vit/4/comb_13_t.png ADDED
results/func_by_param_init_method/vit/4/comb_16.png ADDED
results/func_by_param_init_method/vit/4/comb_16_t.png ADDED
results/func_by_param_init_method/vit/4/comb_17.png ADDED
results/func_by_param_init_method/vit/4/comb_17_t.png ADDED
results/func_by_param_init_method/vit/4/comb_1_t.png ADDED
results/func_by_param_init_method/vit/4/comb_2.png ADDED
results/func_by_param_init_method/vit/4/comb_2_t.png ADDED
results/func_by_param_init_method/vit/4/comb_8.png ADDED
results/func_by_param_init_method/vit/4/comb_8_t.png ADDED
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