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Adds final graphs

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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 +78 -0
  8. results/func_by_param_init_method/vit/4/comb_14.png +0 -0
  9. results/func_by_param_init_method/vit/4/comb_17.png +0 -0
  10. results/func_by_param_init_method/vit/4/comb_9.png +0 -0
  11. results/func_by_param_init_method/vit/5/comb_14.png +0 -0
  12. results/func_by_param_init_method/vit/5/comb_15.png +0 -0
  13. results/func_by_param_init_method/vit/5/comb_17.png +0 -0
  14. results/func_by_param_init_method/vit/5/comb_4.png +0 -0
  15. results/func_by_param_init_method/vit/5/comb_6.png +0 -0
  16. results/func_by_param_init_method/vit/5/comb_9.png +0 -0
  17. results/func_by_param_init_method/vit/6/comb_10.png +0 -0
  18. results/func_by_param_init_method/vit/6/comb_14.png +0 -0
  19. results/func_by_param_init_method/vit/6/comb_15.png +0 -0
  20. results/func_by_param_init_method/vit/6/comb_16.png +0 -0
  21. results/func_by_param_init_method/vit/6/comb_17.png +0 -0
  22. results/func_by_param_init_method/vit/6/comb_4.png +0 -0
  23. results/func_by_param_init_method/vit/6/comb_6.png +0 -0
  24. results/func_by_param_init_method/vit/6/comb_9.png +0 -0
  25. results/func_by_param_init_method/vit/7/comb_10.png +0 -0
  26. results/func_by_param_init_method/vit/7/comb_13.png +0 -0
  27. results/func_by_param_init_method/vit/7/comb_14.png +0 -0
  28. results/func_by_param_init_method/vit/7/comb_15.png +0 -0
  29. results/func_by_param_init_method/vit/7/comb_16.png +0 -0
  30. results/func_by_param_init_method/vit/7/comb_17.png +0 -0
  31. results/func_by_param_init_method/vit/7/comb_4.png +0 -0
  32. results/func_by_param_init_method/vit/7/comb_6.png +0 -0
  33. results/func_by_param_init_method/vit/7/comb_9.png +0 -0
  34. results/func_by_param_init_method/vit/8/comb_10.png +0 -0
  35. results/func_by_param_init_method/vit/8/comb_13.png +0 -0
  36. results/func_by_param_init_method/vit/8/comb_14.png +0 -0
  37. results/func_by_param_init_method/vit/8/comb_15.png +0 -0
  38. results/func_by_param_init_method/vit/8/comb_16.png +0 -0
  39. results/func_by_param_init_method/vit/8/comb_17.png +0 -0
  40. results/func_by_param_init_method/vit/8/comb_4.png +0 -0
  41. results/func_by_param_init_method/vit/8/comb_6.png +0 -0
  42. results/func_by_param_init_method/vit/8/comb_9.png +0 -0
  43. results/results.txt +79 -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
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 imagenet comb_11 vit nlr 355.972096 511.705088 0.0 48.566363 0.0
3
+ 0.0 5 0.0 imagenet comb_11 vit nlr 355.972096 511.705088 0.0 48.566363 0.0
4
+ 0.0 6 0.0 imagenet comb_11 vit nlr 355.972096 511.705088 0.0 48.566363 0.0
5
+ 0.0 7 0.0 imagenet comb_11 vit nlr 355.972096 511.705088 0.0 48.566363 0.0
6
+ 0.0 8 0.0 imagenet comb_11 vit nlr 355.972096 511.705088 0.0 48.566363 0.0
7
+ 0.0 4 0.0 imagenet comb_3 vit nlr 355.972096 511.705088 0.0 50.969263 0.0
8
+ 0.0 5 0.0 imagenet comb_3 vit nlr 355.972096 511.705088 0.0 50.969263 0.0
9
+ 0.0 6 0.0 imagenet comb_3 vit nlr 355.972096 511.705088 0.0 50.969263 0.0
10
+ 0.0 7 0.0 imagenet comb_3 vit nlr 355.972096 511.705088 0.0 50.969263 0.0
11
+ 0.0 8 0.0 imagenet comb_3 vit nlr 355.972096 511.705088 0.0 50.969263 0.0
12
+ 0.8016444444656372 8 0.0 imagenet comb_6 vit nlr 356.465152 511.705088 0.0 31.360256 0.0
13
+ 0.8057554364204407 6 0.0 imagenet comb_6 vit nlr 356.465152 511.705088 0.0 31.451741 0.0
14
+ 0.7995889186859131 7 0.0 imagenet comb_6 vit nlr 356.465152 511.705088 0.0 32.509696 0.0
15
+ 0.7995889186859131 5 0.0 imagenet comb_6 vit nlr 356.465152 511.705088 0.0 36.90318 0.0
16
+ 0.8057554364204407 6 0.0 imagenet woq vit fixed 356.539392 511.705088 0.0 29.478689 0.0
17
+ 0.7995889186859131 7 0.0 imagenet woq vit fixed 356.539392 511.705088 0.0 30.679443 0.0
18
+ 0.7995889186859131 5 0.0 imagenet woq vit fixed 356.539392 511.705088 0.0 31.594656 0.0
19
+ 0.8016444444656372 8 0.0 imagenet woq vit fixed 356.539392 511.705088 0.0 35.492065 0.0
20
+ 0.789311408996582 4 0.0 imagenet woq vit fixed 356.539392 511.705088 0.0 36.486084 0.0
21
+ 0.0 4 0.0 imagenet comb_15 vit nlr 356.865024 511.705088 0.0 48.298086 0.0
22
+ 0.0 4 0.0 imagenet comb_5 vit nlr 356.865024 511.705088 0.0 49.382662 0.0
23
+ 0.0 5 0.0 imagenet comb_5 vit nlr 356.865024 511.705088 0.0 49.382662 0.0
24
+ 0.0 6 0.0 imagenet comb_5 vit nlr 356.865024 511.705088 0.0 49.382662 0.0
25
+ 0.0 7 0.0 imagenet comb_5 vit nlr 356.865024 511.705088 0.0 49.382662 0.0
26
+ 0.0 8 0.0 imagenet comb_5 vit nlr 356.865024 511.705088 0.0 49.382662 0.0
27
+ 0.0 4 0.0 imagenet comb_13 vit nlr 356.865024 511.705088 0.0 49.55774 0.0
28
+ 0.0 5 0.0 imagenet comb_13 vit nlr 356.865024 511.705088 0.0 49.55774 0.0
29
+ 0.0 6 0.0 imagenet comb_13 vit nlr 356.865024 511.705088 0.0 49.55774 0.0
30
+ 0.0 4 0.0 imagenet comb_8 vit nlr 356.865024 511.705088 0.0 59.329343 0.0
31
+ 0.0 5 0.0 imagenet comb_8 vit nlr 356.865024 511.705088 0.0 59.329343 0.0
32
+ 0.0 6 0.0 imagenet comb_8 vit nlr 356.865024 511.705088 0.0 59.329343 0.0
33
+ 0.0 7 0.0 imagenet comb_8 vit nlr 356.865024 511.705088 0.0 59.329343 0.0
34
+ 0.0 8 0.0 imagenet comb_8 vit nlr 356.865024 511.705088 0.0 59.329343 0.0
35
+ 0.0 4 0.0 imagenet comb_10 vit nlr 356.865024 511.705088 0.0 70.759812 0.0
36
+ 0.0 5 0.0 imagenet comb_10 vit nlr 356.865024 511.705088 0.0 70.759812 0.0
37
+ 0.07692307978868484 8 0.0 imagenet comb_13 vit nlr 356.86656 511.705088 0.0 77.589117 0.0
38
+ 0.1818181872367859 4 0.0 imagenet comb_17 vit nlr 356.8768 511.705088 0.0 46.661774 0.0
39
+ 0.3947368562221527 7 0.0 imagenet comb_13 vit nlr 356.898816 511.705088 0.0 49.318043 0.0
40
+ 0.0 4 0.0 imagenet comb_0 vit nlr 378.705408 511.705088 0.0 78.256459 0.0
41
+ 0.0 5 0.0 imagenet comb_0 vit nlr 378.705408 511.705088 0.0 78.256459 0.0
42
+ 0.0 6 0.0 imagenet comb_0 vit nlr 378.705408 511.705088 0.0 78.256459 0.0
43
+ 0.0 7 0.0 imagenet comb_0 vit nlr 378.705408 511.705088 0.0 78.256459 0.0
44
+ 0.0 8 0.0 imagenet comb_0 vit nlr 378.705408 511.705088 0.0 78.256459 0.0
45
+ 0.0 4 0.0 imagenet comb_1 vit nlr 328.270848 513.80224 0.0 0.083496 0.0
46
+ 0.0 5 0.0 imagenet comb_1 vit nlr 328.270848 513.80224 0.0 0.083496 0.0
47
+ 0.0 6 0.0 imagenet comb_1 vit nlr 328.270848 513.80224 0.0 0.083496 0.0
48
+ 0.0 7 0.0 imagenet comb_1 vit nlr 328.270848 513.80224 0.0 0.083496 0.0
49
+ 0.0 8 0.0 imagenet comb_1 vit nlr 328.270848 513.80224 0.0 0.083496 0.0
50
+ 0.7995889186859131 5 0.0 imagenet comb_15 vit nlr 357.35808 513.80224 0.0 45.367025 0.0
51
+ 0.7965056896209717 5 0.0 imagenet comb_14 vit nlr 357.35808 513.80224 0.0 45.701981 0.0
52
+ 0.7872559428215027 4 0.0 imagenet comb_14 vit nlr 357.35808 513.80224 0.0 46.712465 0.0
53
+ 0.789311408996582 5 0.0 imagenet comb_17 vit nlr 357.35808 513.80224 0.0 47.861815 0.0
54
+ 0.7975334525108337 6 0.0 imagenet comb_15 vit nlr 357.35808 513.80224 0.0 47.949818 0.0
55
+ 0.8026722073554993 7 0.0 imagenet comb_15 vit nlr 357.35808 513.80224 0.0 48.477894 0.0
56
+ 0.8016444444656372 8 0.0 imagenet comb_16 vit nlr 357.35808 513.80224 0.0 48.999992 0.0
57
+ 0.8047276735305786 6 0.0 imagenet comb_16 vit nlr 357.35808 513.80224 0.0 49.066835 0.0
58
+ 0.7995889186859131 8 0.0 imagenet comb_14 vit nlr 357.35808 513.80224 0.0 49.203667 0.0
59
+ 0.8006166815757751 8 0.0 imagenet comb_15 vit nlr 357.35808 513.80224 0.0 49.35876 0.0
60
+ 0.8016444444656372 5 0.0 imagenet comb_9 vit nlr 357.35808 513.80224 0.0 50.707572 0.0
61
+ 0.8016444444656372 6 0.0 imagenet comb_14 vit nlr 357.35808 513.80224 0.0 50.762264 0.0
62
+ 0.7975334525108337 7 0.0 imagenet comb_14 vit nlr 357.35808 513.80224 0.0 50.850867 0.0
63
+ 0.7934224605560303 4 0.0 imagenet comb_9 vit nlr 357.35808 513.80224 0.0 51.506424 0.0
64
+ 0.8016444444656372 7 0.0 imagenet comb_16 vit nlr 357.35808 513.80224 0.0 51.620139 0.0
65
+ 0.8006166815757751 8 0.0 imagenet comb_4 vit nlr 357.35808 513.80224 0.0 51.661832 0.0
66
+ 0.8026722073554993 8 0.0 imagenet comb_17 vit nlr 357.35808 513.80224 0.0 52.06544 0.0
67
+ 0.8006166815757751 7 0.0 imagenet comb_4 vit nlr 357.35808 513.80224 0.0 54.929084 0.0
68
+ 0.8006166815757751 7 0.0 imagenet comb_17 vit nlr 357.35808 513.80224 0.0 55.251156 0.0
69
+ 0.8047276735305786 6 0.0 imagenet comb_9 vit nlr 357.35808 513.80224 0.0 56.922299 0.0
70
+ 0.8036999106407166 8 0.0 imagenet comb_10 vit nlr 357.35808 513.80224 0.0 57.946418 0.0
71
+ 0.8006166815757751 7 0.0 imagenet comb_9 vit nlr 357.35808 513.80224 0.0 58.265758 0.0
72
+ 0.7975334525108337 5 0.0 imagenet comb_4 vit nlr 357.35808 513.80224 0.0 59.485985 0.0
73
+ 0.7841727137565613 6 0.0 imagenet comb_10 vit nlr 357.35808 513.80224 0.0 60.366089 0.0
74
+ 0.8016444444656372 7 0.0 imagenet comb_10 vit nlr 357.35808 513.80224 0.0 61.985628 0.0
75
+ 0.8016444444656372 8 0.0 imagenet comb_9 vit nlr 357.35808 513.80224 0.0 66.681165 0.0
76
+ 0.8026722073554993 6 0.0 imagenet comb_4 vit nlr 357.35808 513.80224 0.0 69.508004 0.0
77
+ 0.8006166815757751 6 0.0 imagenet comb_17 vit nlr 357.35808 513.80224 0.0 79.515335 0.0
78
+ 0.8006166815757751 32 0.0 imagenet base vit ---- 1235.241472 1256.194048 0.0 18.181087 0.0
results/func_by_param_init_method/vit/4/comb_14.png ADDED
results/func_by_param_init_method/vit/4/comb_17.png ADDED
results/func_by_param_init_method/vit/4/comb_9.png ADDED
results/func_by_param_init_method/vit/5/comb_14.png ADDED
results/func_by_param_init_method/vit/5/comb_15.png ADDED
results/func_by_param_init_method/vit/5/comb_17.png ADDED
results/func_by_param_init_method/vit/5/comb_4.png ADDED
results/func_by_param_init_method/vit/5/comb_6.png ADDED
results/func_by_param_init_method/vit/5/comb_9.png ADDED
results/func_by_param_init_method/vit/6/comb_10.png ADDED
results/func_by_param_init_method/vit/6/comb_14.png ADDED
results/func_by_param_init_method/vit/6/comb_15.png ADDED
results/func_by_param_init_method/vit/6/comb_16.png ADDED
results/func_by_param_init_method/vit/6/comb_17.png ADDED
results/func_by_param_init_method/vit/6/comb_4.png ADDED
results/func_by_param_init_method/vit/6/comb_6.png ADDED
results/func_by_param_init_method/vit/6/comb_9.png ADDED
results/func_by_param_init_method/vit/7/comb_10.png ADDED
results/func_by_param_init_method/vit/7/comb_13.png ADDED
results/func_by_param_init_method/vit/7/comb_14.png ADDED
results/func_by_param_init_method/vit/7/comb_15.png ADDED
results/func_by_param_init_method/vit/7/comb_16.png ADDED
results/func_by_param_init_method/vit/7/comb_17.png ADDED
results/func_by_param_init_method/vit/7/comb_4.png ADDED
results/func_by_param_init_method/vit/7/comb_6.png ADDED
results/func_by_param_init_method/vit/7/comb_9.png ADDED
results/func_by_param_init_method/vit/8/comb_10.png ADDED
results/func_by_param_init_method/vit/8/comb_13.png ADDED
results/func_by_param_init_method/vit/8/comb_14.png ADDED
results/func_by_param_init_method/vit/8/comb_15.png ADDED
results/func_by_param_init_method/vit/8/comb_16.png ADDED
results/func_by_param_init_method/vit/8/comb_17.png ADDED
results/func_by_param_init_method/vit/8/comb_4.png ADDED
results/func_by_param_init_method/vit/8/comb_6.png ADDED
results/func_by_param_init_method/vit/8/comb_9.png ADDED
results/results.txt 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
+ |---:|-----------:|-------:|-------:|:----------|:---------|:--------|:---------|--------------------:|---------------------:|-------------:|----------:|------:|
3
+ | 0 | 0 | 4 | 0 | imagenet | comb_11 | vit | nlr | 355.972 | 511.705 | 0 | 48.5664 | 0 |
4
+ | 1 | 0 | 5 | 0 | imagenet | comb_11 | vit | nlr | 355.972 | 511.705 | 0 | 48.5664 | 0 |
5
+ | 2 | 0 | 6 | 0 | imagenet | comb_11 | vit | nlr | 355.972 | 511.705 | 0 | 48.5664 | 0 |
6
+ | 3 | 0 | 7 | 0 | imagenet | comb_11 | vit | nlr | 355.972 | 511.705 | 0 | 48.5664 | 0 |
7
+ | 4 | 0 | 8 | 0 | imagenet | comb_11 | vit | nlr | 355.972 | 511.705 | 0 | 48.5664 | 0 |
8
+ | 5 | 0 | 4 | 0 | imagenet | comb_3 | vit | nlr | 355.972 | 511.705 | 0 | 50.9693 | 0 |
9
+ | 6 | 0 | 5 | 0 | imagenet | comb_3 | vit | nlr | 355.972 | 511.705 | 0 | 50.9693 | 0 |
10
+ | 7 | 0 | 6 | 0 | imagenet | comb_3 | vit | nlr | 355.972 | 511.705 | 0 | 50.9693 | 0 |
11
+ | 8 | 0 | 7 | 0 | imagenet | comb_3 | vit | nlr | 355.972 | 511.705 | 0 | 50.9693 | 0 |
12
+ | 9 | 0 | 8 | 0 | imagenet | comb_3 | vit | nlr | 355.972 | 511.705 | 0 | 50.9693 | 0 |
13
+ | 10 | 0.801644 | 8 | 0 | imagenet | comb_6 | vit | nlr | 356.465 | 511.705 | 0 | 31.3603 | 0 |
14
+ | 11 | 0.805755 | 6 | 0 | imagenet | comb_6 | vit | nlr | 356.465 | 511.705 | 0 | 31.4517 | 0 |
15
+ | 12 | 0.799589 | 7 | 0 | imagenet | comb_6 | vit | nlr | 356.465 | 511.705 | 0 | 32.5097 | 0 |
16
+ | 13 | 0.799589 | 5 | 0 | imagenet | comb_6 | vit | nlr | 356.465 | 511.705 | 0 | 36.9032 | 0 |
17
+ | 14 | 0.805755 | 6 | 0 | imagenet | woq | vit | fixed | 356.539 | 511.705 | 0 | 29.4787 | 0 |
18
+ | 15 | 0.799589 | 7 | 0 | imagenet | woq | vit | fixed | 356.539 | 511.705 | 0 | 30.6794 | 0 |
19
+ | 16 | 0.799589 | 5 | 0 | imagenet | woq | vit | fixed | 356.539 | 511.705 | 0 | 31.5947 | 0 |
20
+ | 17 | 0.801644 | 8 | 0 | imagenet | woq | vit | fixed | 356.539 | 511.705 | 0 | 35.4921 | 0 |
21
+ | 18 | 0.789311 | 4 | 0 | imagenet | woq | vit | fixed | 356.539 | 511.705 | 0 | 36.4861 | 0 |
22
+ | 19 | 0 | 4 | 0 | imagenet | comb_15 | vit | nlr | 356.865 | 511.705 | 0 | 48.2981 | 0 |
23
+ | 20 | 0 | 4 | 0 | imagenet | comb_5 | vit | nlr | 356.865 | 511.705 | 0 | 49.3827 | 0 |
24
+ | 21 | 0 | 5 | 0 | imagenet | comb_5 | vit | nlr | 356.865 | 511.705 | 0 | 49.3827 | 0 |
25
+ | 22 | 0 | 6 | 0 | imagenet | comb_5 | vit | nlr | 356.865 | 511.705 | 0 | 49.3827 | 0 |
26
+ | 23 | 0 | 7 | 0 | imagenet | comb_5 | vit | nlr | 356.865 | 511.705 | 0 | 49.3827 | 0 |
27
+ | 24 | 0 | 8 | 0 | imagenet | comb_5 | vit | nlr | 356.865 | 511.705 | 0 | 49.3827 | 0 |
28
+ | 25 | 0 | 4 | 0 | imagenet | comb_13 | vit | nlr | 356.865 | 511.705 | 0 | 49.5577 | 0 |
29
+ | 26 | 0 | 5 | 0 | imagenet | comb_13 | vit | nlr | 356.865 | 511.705 | 0 | 49.5577 | 0 |
30
+ | 27 | 0 | 6 | 0 | imagenet | comb_13 | vit | nlr | 356.865 | 511.705 | 0 | 49.5577 | 0 |
31
+ | 28 | 0 | 4 | 0 | imagenet | comb_8 | vit | nlr | 356.865 | 511.705 | 0 | 59.3293 | 0 |
32
+ | 29 | 0 | 5 | 0 | imagenet | comb_8 | vit | nlr | 356.865 | 511.705 | 0 | 59.3293 | 0 |
33
+ | 30 | 0 | 6 | 0 | imagenet | comb_8 | vit | nlr | 356.865 | 511.705 | 0 | 59.3293 | 0 |
34
+ | 31 | 0 | 7 | 0 | imagenet | comb_8 | vit | nlr | 356.865 | 511.705 | 0 | 59.3293 | 0 |
35
+ | 32 | 0 | 8 | 0 | imagenet | comb_8 | vit | nlr | 356.865 | 511.705 | 0 | 59.3293 | 0 |
36
+ | 33 | 0 | 4 | 0 | imagenet | comb_10 | vit | nlr | 356.865 | 511.705 | 0 | 70.7598 | 0 |
37
+ | 34 | 0 | 5 | 0 | imagenet | comb_10 | vit | nlr | 356.865 | 511.705 | 0 | 70.7598 | 0 |
38
+ | 35 | 0.0769231 | 8 | 0 | imagenet | comb_13 | vit | nlr | 356.867 | 511.705 | 0 | 77.5891 | 0 |
39
+ | 36 | 0.181818 | 4 | 0 | imagenet | comb_17 | vit | nlr | 356.877 | 511.705 | 0 | 46.6618 | 0 |
40
+ | 37 | 0.394737 | 7 | 0 | imagenet | comb_13 | vit | nlr | 356.899 | 511.705 | 0 | 49.318 | 0 |
41
+ | 38 | 0 | 4 | 0 | imagenet | comb_0 | vit | nlr | 378.705 | 511.705 | 0 | 78.2565 | 0 |
42
+ | 39 | 0 | 5 | 0 | imagenet | comb_0 | vit | nlr | 378.705 | 511.705 | 0 | 78.2565 | 0 |
43
+ | 40 | 0 | 6 | 0 | imagenet | comb_0 | vit | nlr | 378.705 | 511.705 | 0 | 78.2565 | 0 |
44
+ | 41 | 0 | 7 | 0 | imagenet | comb_0 | vit | nlr | 378.705 | 511.705 | 0 | 78.2565 | 0 |
45
+ | 42 | 0 | 8 | 0 | imagenet | comb_0 | vit | nlr | 378.705 | 511.705 | 0 | 78.2565 | 0 |
46
+ | 43 | 0 | 4 | 0 | imagenet | comb_1 | vit | nlr | 328.271 | 513.802 | 0 | 0.083496 | 0 |
47
+ | 44 | 0 | 5 | 0 | imagenet | comb_1 | vit | nlr | 328.271 | 513.802 | 0 | 0.083496 | 0 |
48
+ | 45 | 0 | 6 | 0 | imagenet | comb_1 | vit | nlr | 328.271 | 513.802 | 0 | 0.083496 | 0 |
49
+ | 46 | 0 | 7 | 0 | imagenet | comb_1 | vit | nlr | 328.271 | 513.802 | 0 | 0.083496 | 0 |
50
+ | 47 | 0 | 8 | 0 | imagenet | comb_1 | vit | nlr | 328.271 | 513.802 | 0 | 0.083496 | 0 |
51
+ | 48 | 0.799589 | 5 | 0 | imagenet | comb_15 | vit | nlr | 357.358 | 513.802 | 0 | 45.367 | 0 |
52
+ | 49 | 0.796506 | 5 | 0 | imagenet | comb_14 | vit | nlr | 357.358 | 513.802 | 0 | 45.702 | 0 |
53
+ | 50 | 0.787256 | 4 | 0 | imagenet | comb_14 | vit | nlr | 357.358 | 513.802 | 0 | 46.7125 | 0 |
54
+ | 51 | 0.789311 | 5 | 0 | imagenet | comb_17 | vit | nlr | 357.358 | 513.802 | 0 | 47.8618 | 0 |
55
+ | 52 | 0.797533 | 6 | 0 | imagenet | comb_15 | vit | nlr | 357.358 | 513.802 | 0 | 47.9498 | 0 |
56
+ | 53 | 0.802672 | 7 | 0 | imagenet | comb_15 | vit | nlr | 357.358 | 513.802 | 0 | 48.4779 | 0 |
57
+ | 54 | 0.801644 | 8 | 0 | imagenet | comb_16 | vit | nlr | 357.358 | 513.802 | 0 | 49 | 0 |
58
+ | 55 | 0.804728 | 6 | 0 | imagenet | comb_16 | vit | nlr | 357.358 | 513.802 | 0 | 49.0668 | 0 |
59
+ | 56 | 0.799589 | 8 | 0 | imagenet | comb_14 | vit | nlr | 357.358 | 513.802 | 0 | 49.2037 | 0 |
60
+ | 57 | 0.800617 | 8 | 0 | imagenet | comb_15 | vit | nlr | 357.358 | 513.802 | 0 | 49.3588 | 0 |
61
+ | 58 | 0.801644 | 5 | 0 | imagenet | comb_9 | vit | nlr | 357.358 | 513.802 | 0 | 50.7076 | 0 |
62
+ | 59 | 0.801644 | 6 | 0 | imagenet | comb_14 | vit | nlr | 357.358 | 513.802 | 0 | 50.7623 | 0 |
63
+ | 60 | 0.797533 | 7 | 0 | imagenet | comb_14 | vit | nlr | 357.358 | 513.802 | 0 | 50.8509 | 0 |
64
+ | 61 | 0.793422 | 4 | 0 | imagenet | comb_9 | vit | nlr | 357.358 | 513.802 | 0 | 51.5064 | 0 |
65
+ | 62 | 0.801644 | 7 | 0 | imagenet | comb_16 | vit | nlr | 357.358 | 513.802 | 0 | 51.6201 | 0 |
66
+ | 63 | 0.800617 | 8 | 0 | imagenet | comb_4 | vit | nlr | 357.358 | 513.802 | 0 | 51.6618 | 0 |
67
+ | 64 | 0.802672 | 8 | 0 | imagenet | comb_17 | vit | nlr | 357.358 | 513.802 | 0 | 52.0654 | 0 |
68
+ | 65 | 0.800617 | 7 | 0 | imagenet | comb_4 | vit | nlr | 357.358 | 513.802 | 0 | 54.9291 | 0 |
69
+ | 66 | 0.800617 | 7 | 0 | imagenet | comb_17 | vit | nlr | 357.358 | 513.802 | 0 | 55.2512 | 0 |
70
+ | 67 | 0.804728 | 6 | 0 | imagenet | comb_9 | vit | nlr | 357.358 | 513.802 | 0 | 56.9223 | 0 |
71
+ | 68 | 0.8037 | 8 | 0 | imagenet | comb_10 | vit | nlr | 357.358 | 513.802 | 0 | 57.9464 | 0 |
72
+ | 69 | 0.800617 | 7 | 0 | imagenet | comb_9 | vit | nlr | 357.358 | 513.802 | 0 | 58.2658 | 0 |
73
+ | 70 | 0.797533 | 5 | 0 | imagenet | comb_4 | vit | nlr | 357.358 | 513.802 | 0 | 59.486 | 0 |
74
+ | 71 | 0.784173 | 6 | 0 | imagenet | comb_10 | vit | nlr | 357.358 | 513.802 | 0 | 60.3661 | 0 |
75
+ | 72 | 0.801644 | 7 | 0 | imagenet | comb_10 | vit | nlr | 357.358 | 513.802 | 0 | 61.9856 | 0 |
76
+ | 73 | 0.801644 | 8 | 0 | imagenet | comb_9 | vit | nlr | 357.358 | 513.802 | 0 | 66.6812 | 0 |
77
+ | 74 | 0.802672 | 6 | 0 | imagenet | comb_4 | vit | nlr | 357.358 | 513.802 | 0 | 69.508 | 0 |
78
+ | 75 | 0.800617 | 6 | 0 | imagenet | comb_17 | vit | nlr | 357.358 | 513.802 | 0 | 79.5153 | 0 |
79
+ | 76 | 0.800617 | 32 | 0 | imagenet | base | vit | ---- | 1235.24 | 1256.19 | 0 | 18.1811 | 0 |