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vit-nlr-cosine-67b53f3599b9

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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 +2 -54
  8. results/func_by_param_init_method/vit/4/comb_1.png +0 -0
  9. results/func_by_param_init_method/vit/4/comb_11.png +0 -0
  10. results/func_by_param_init_method/vit/4/comb_15.png +0 -0
  11. results/func_by_param_init_method/vit/4/comb_17.png +0 -0
  12. results/func_by_param_init_method/vit/4/comb_18.png +0 -0
  13. results/func_by_param_init_method/vit/4/comb_5.png +0 -0
  14. results/func_by_param_init_method/vit/4/comb_8.png +0 -0
  15. results/func_by_param_init_method/vit/5/comb_1.png +0 -0
  16. results/func_by_param_init_method/vit/5/comb_11.png +0 -0
  17. results/func_by_param_init_method/vit/5/comb_15.png +0 -0
  18. results/func_by_param_init_method/vit/5/comb_17.png +0 -0
  19. results/func_by_param_init_method/vit/5/comb_18.png +0 -0
  20. results/func_by_param_init_method/vit/5/comb_5.png +0 -0
  21. results/func_by_param_init_method/vit/5/comb_8.png +0 -0
  22. results/func_by_param_init_method/vit/5/comb_9.png +0 -0
  23. results/func_by_param_init_method/vit/6/comb_1.png +0 -0
  24. results/func_by_param_init_method/vit/6/comb_11.png +0 -0
  25. results/func_by_param_init_method/vit/6/comb_15.png +0 -0
  26. results/func_by_param_init_method/vit/6/comb_17.png +0 -0
  27. results/func_by_param_init_method/vit/6/comb_18.png +0 -0
  28. results/func_by_param_init_method/vit/6/comb_5.png +0 -0
  29. results/func_by_param_init_method/vit/6/comb_8.png +0 -0
  30. results/func_by_param_init_method/vit/6/comb_9.png +0 -0
  31. results/func_by_param_init_method/vit/7/comb_1.png +0 -0
  32. results/func_by_param_init_method/vit/7/comb_11.png +0 -0
  33. results/func_by_param_init_method/vit/7/comb_15.png +0 -0
  34. results/func_by_param_init_method/vit/7/comb_17.png +0 -0
  35. results/func_by_param_init_method/vit/7/comb_18.png +0 -0
  36. results/func_by_param_init_method/vit/7/comb_5.png +0 -0
  37. results/func_by_param_init_method/vit/7/comb_8.png +0 -0
  38. results/func_by_param_init_method/vit/7/comb_9.png +0 -0
  39. results/func_by_param_init_method/vit/8/comb_1.png +0 -0
  40. results/func_by_param_init_method/vit/8/comb_11.png +0 -0
  41. results/func_by_param_init_method/vit/8/comb_15.png +0 -0
  42. results/func_by_param_init_method/vit/8/comb_17.png +0 -0
  43. results/func_by_param_init_method/vit/8/comb_18.png +0 -0
  44. results/func_by_param_init_method/vit/8/comb_5.png +0 -0
  45. results/func_by_param_init_method/vit/8/comb_8.png +0 -0
  46. results/func_by_param_init_method/vit/8/comb_9.png +0 -0
  47. results/results.txt +85 -137
results/best_param_per_func_with_baselines/vit/4/best_param_per_func_with_baselines.png CHANGED
results/best_param_per_func_with_baselines/vit/5/best_param_per_func_with_baselines.png CHANGED
results/best_param_per_func_with_baselines/vit/6/best_param_per_func_with_baselines.png CHANGED
results/best_param_per_func_with_baselines/vit/7/best_param_per_func_with_baselines.png CHANGED
results/best_param_per_func_with_baselines/vit/8/best_param_per_func_with_baselines.png CHANGED
results/bitwidth_acc_decay_per_function/vit.png CHANGED
results/df.tsv CHANGED
@@ -35,8 +35,8 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
35
  0.0 7 0.0 imagenet comb_7 vit nlr_t_cos 357.9136 390.070272 0.0 59.474992 0.0
36
  0.0 8 0.0 imagenet comb_7 vit nlr_t_cos 357.9136 390.070272 0.0 59.474992 0.0
37
  0.0 4 0.0 imagenet comb_9 vit nlr_t_cos 357.9136 390.070272 0.0 74.989888 0.0
38
- 0.17777778208255768 4 0.0 imagenet comb_17 vit nlr_t_cos 357.93152 390.070272 0.0 59.134707 0.0
39
- 0.35273972153663635 5 0.0 imagenet comb_11 vit nlr_t_cos 358.057984 390.070272 0.0 56.099757 0.0
40
  0.8006166815757751 8 0.0 imagenet comb_11 vit nlr_t_cos 358.406656 392.167424 0.0 49.787661 0.0
41
  0.8006166815757751 8 0.0 imagenet comb_17 vit nlr_t_cos 358.406656 392.167424 0.0 53.371304 0.0
42
  0.798561155796051 4 0.0 imagenet comb_18 vit nlr_t_cos 358.406656 392.167424 0.0 56.208392 0.0
@@ -80,57 +80,5 @@ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv
80
  0.0 6 0.0 imagenet comb_14 vit nlr_t_cos 329.376768 411.041792 0.0 0.085119 0.0
81
  0.0 7 0.0 imagenet comb_14 vit nlr_t_cos 329.376768 411.041792 0.0 0.085119 0.0
82
  0.0 8 0.0 imagenet comb_14 vit nlr_t_cos 329.376768 411.041792 0.0 0.085119 0.0
83
- 0.0 8 0.0 imagenet comb_6_t vit nlr_t_cos 365.540352 411.041792 0.0 45.381616 0.0
84
- 0.0 8 0.0 imagenet comb_7_t vit nlr_t_cos 366.43328 411.041792 0.0 54.666464 0.0
85
- 0.0 8 0.0 imagenet comb_16_t vit nlr_t_cos 366.43328 411.041792 0.0 57.773276 0.0
86
- 0.0 4 0.0 imagenet comb_9_t vit nlr_t_cos 366.43328 411.041792 0.0 59.399987 0.0
87
- 0.0 8 0.0 imagenet comb_9_t vit nlr_t_cos 366.43328 411.041792 0.0 69.461182 0.0
88
- 0.0 8 0.0 imagenet comb_2_t vit nlr_t_cos 366.572544 411.041792 0.0 59.648557 0.0
89
- 0.7913669347763062 8 0.0 imagenet comb_15_t vit nlr_t_cos 367.0656 411.041792 0.0 32.175244 0.0
90
- 0.7975334525108337 4 0.0 imagenet comb_15_t vit nlr_t_cos 367.0656 411.041792 0.0 34.964144 0.0
91
- 0.798561155796051 5 0.0 imagenet comb_15_t vit nlr_t_cos 367.0656 411.041792 0.0 37.271455 0.0
92
- 0.80781090259552 7 0.0 imagenet comb_15_t vit nlr_t_cos 367.0656 411.041792 0.0 37.363848 0.0
93
- 0.80781090259552 6 0.0 imagenet comb_15_t vit nlr_t_cos 367.0656 411.041792 0.0 38.786008 0.0
94
- 0.8036999106407166 5 0.0 imagenet woq_t vit fixed 367.13984 411.041792 0.0 34.871969 0.0
95
- 0.7810894250869751 8 0.0 imagenet woq_t vit fixed 367.13984 411.041792 0.0 36.390906 0.0
96
- 0.7954779267311096 4 0.0 imagenet woq_t vit fixed 367.13984 411.041792 0.0 37.626191 0.0
97
- 0.7954779267311096 7 0.0 imagenet woq_t vit fixed 367.13984 411.041792 0.0 39.170529 0.0
98
- 0.8026722073554993 6 0.0 imagenet woq_t vit fixed 367.13984 411.041792 0.0 45.167757 0.0
99
- 0.0 8 0.0 imagenet comb_4_t vit nlr_t_cos 367.465472 411.041792 0.0 72.121117 0.0
100
- 0.7923946976661682 7 0.0 imagenet comb_17_t vit nlr_t_cos 366.926336 413.138944 0.0 57.272619 0.0
101
- 0.798561155796051 4 0.0 imagenet comb_1_t vit nlr_t_cos 366.926336 413.138944 0.0 57.314397 0.0
102
- 0.7975334525108337 6 0.0 imagenet comb_17_t vit nlr_t_cos 366.926336 413.138944 0.0 59.836479 0.0
103
- 0.8026722073554993 6 0.0 imagenet comb_5_t vit nlr_t_cos 366.926336 413.138944 0.0 60.475038 0.0
104
- 0.8036999106407166 4 0.0 imagenet comb_18_t vit nlr_t_cos 366.926336 413.138944 0.0 60.860014 0.0
105
- 0.7944501638412476 5 0.0 imagenet comb_1_t vit nlr_t_cos 366.926336 413.138944 0.0 61.115735 0.0
106
- 0.7718396782875061 8 0.0 imagenet comb_1_t vit nlr_t_cos 366.926336 413.138944 0.0 61.9559 0.0
107
- 0.8057554364204407 6 0.0 imagenet comb_1_t vit nlr_t_cos 366.926336 413.138944 0.0 61.960882 0.0
108
- 0.8006166815757751 7 0.0 imagenet comb_18_t vit nlr_t_cos 366.926336 413.138944 0.0 62.889533 0.0
109
- 0.7882837057113647 8 0.0 imagenet comb_17_t vit nlr_t_cos 366.926336 413.138944 0.0 64.175947 0.0
110
- 0.7132579684257507 7 0.0 imagenet comb_9_t vit nlr_t_cos 366.926336 413.138944 0.0 64.876029 0.0
111
- 0.8057554364204407 7 0.0 imagenet comb_1_t vit nlr_t_cos 366.926336 413.138944 0.0 65.15354 0.0
112
- 0.7646454572677612 8 0.0 imagenet comb_18_t vit nlr_t_cos 366.926336 413.138944 0.0 65.659099 0.0
113
- 0.8057554364204407 6 0.0 imagenet comb_8_t vit nlr_t_cos 366.926336 413.138944 0.0 65.857356 0.0
114
- 0.7523124814033508 6 0.0 imagenet comb_9_t vit nlr_t_cos 366.926336 413.138944 0.0 67.65593 0.0
115
- 0.7656732201576233 8 0.0 imagenet comb_5_t vit nlr_t_cos 366.926336 413.138944 0.0 67.920667 0.0
116
- 0.8047276735305786 7 0.0 imagenet comb_5_t vit nlr_t_cos 366.926336 413.138944 0.0 67.96201 0.0
117
- 0.8006166815757751 4 0.0 imagenet comb_5_t vit nlr_t_cos 366.926336 413.138944 0.0 68.000217 0.0
118
- 0.789311408996582 4 0.0 imagenet comb_17_t vit nlr_t_cos 366.926336 413.138944 0.0 68.852155 0.0
119
- 0.8057554364204407 5 0.0 imagenet comb_17_t vit nlr_t_cos 366.926336 413.138944 0.0 69.272498 0.0
120
- 0.8067831993103027 5 0.0 imagenet comb_18_t vit nlr_t_cos 366.926336 413.138944 0.0 70.506747 0.0
121
- 0.7831449508666992 8 0.0 imagenet comb_8_t vit nlr_t_cos 366.926336 413.138944 0.0 74.418557 0.0
122
- 0.798561155796051 4 0.0 imagenet comb_8_t vit nlr_t_cos 366.926336 413.138944 0.0 77.289301 0.0
123
- 0.7975334525108337 7 0.0 imagenet comb_8_t vit nlr_t_cos 366.926336 413.138944 0.0 77.455977 0.0
124
- 0.6927030086517334 5 0.0 imagenet comb_9_t vit nlr_t_cos 366.926336 413.138944 0.0 77.802317 0.0
125
- 0.8067831993103027 5 0.0 imagenet comb_5_t vit nlr_t_cos 366.926336 413.138944 0.0 78.17551 0.0
126
- 0.8016444444656372 6 0.0 imagenet comb_18_t vit nlr_t_cos 366.926336 413.138944 0.0 79.786262 0.0
127
- 0.8006166815757751 5 0.0 imagenet comb_8_t vit nlr_t_cos 366.926336 413.138944 0.0 90.268079 0.0
128
- 0.7831449508666992 8 0.0 imagenet comb_11_t vit nlr_t_cos 367.958528 413.138944 0.0 55.318765 0.0
129
- 0.7934224605560303 7 0.0 imagenet comb_11_t vit nlr_t_cos 367.958528 413.138944 0.0 58.704746 0.0
130
- 0.7995889186859131 6 0.0 imagenet comb_11_t vit nlr_t_cos 367.958528 413.138944 0.0 60.245163 0.0
131
- 0.798561155796051 5 0.0 imagenet comb_11_t vit nlr_t_cos 367.958528 413.138944 0.0 62.008162 0.0
132
- 0.7841727137565613 4 0.0 imagenet comb_11_t vit nlr_t_cos 367.958528 413.138944 0.0 69.48493 0.0
133
- 0.0 8 0.0 imagenet comb_14_t vit nlr_t_cos 336.790528 425.721856 0.0 0.092761 0.0
134
- 0.0 8 0.0 imagenet comb_13_t vit nlr_t_cos 388.437504 427.819008 0.0 106.728153 0.0
135
  0.8016444444656372 8 0.0 imagenet ao_woq vit fixed 341.330432 486.539264 0.0 29.775489 0.0
136
  0.8006166815757751 32 0.0 imagenet base vit ---- 1235.241472 1256.194048 0.0 25.559025 0.0
 
35
  0.0 7 0.0 imagenet comb_7 vit nlr_t_cos 357.9136 390.070272 0.0 59.474992 0.0
36
  0.0 8 0.0 imagenet comb_7 vit nlr_t_cos 357.9136 390.070272 0.0 59.474992 0.0
37
  0.0 4 0.0 imagenet comb_9 vit nlr_t_cos 357.9136 390.070272 0.0 74.989888 0.0
38
+ 0.1777777820825576 4 0.0 imagenet comb_17 vit nlr_t_cos 357.93152 390.070272 0.0 59.134707 0.0
39
+ 0.3527397215366363 5 0.0 imagenet comb_11 vit nlr_t_cos 358.057984 390.070272 0.0 56.099757 0.0
40
  0.8006166815757751 8 0.0 imagenet comb_11 vit nlr_t_cos 358.406656 392.167424 0.0 49.787661 0.0
41
  0.8006166815757751 8 0.0 imagenet comb_17 vit nlr_t_cos 358.406656 392.167424 0.0 53.371304 0.0
42
  0.798561155796051 4 0.0 imagenet comb_18 vit nlr_t_cos 358.406656 392.167424 0.0 56.208392 0.0
 
80
  0.0 6 0.0 imagenet comb_14 vit nlr_t_cos 329.376768 411.041792 0.0 0.085119 0.0
81
  0.0 7 0.0 imagenet comb_14 vit nlr_t_cos 329.376768 411.041792 0.0 0.085119 0.0
82
  0.0 8 0.0 imagenet comb_14 vit nlr_t_cos 329.376768 411.041792 0.0 0.085119 0.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
83
  0.8016444444656372 8 0.0 imagenet ao_woq vit fixed 341.330432 486.539264 0.0 29.775489 0.0
84
  0.8006166815757751 32 0.0 imagenet base vit ---- 1235.241472 1256.194048 0.0 25.559025 0.0
results/func_by_param_init_method/vit/4/comb_1.png CHANGED
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results/func_by_param_init_method/vit/4/comb_5.png CHANGED
results/func_by_param_init_method/vit/4/comb_8.png CHANGED
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results/func_by_param_init_method/vit/6/comb_11.png CHANGED
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results/results.txt CHANGED
@@ -1,137 +1,85 @@
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_2 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 46.3517 | 0 |
4
- | 1 | 0 | 5 | 0 | imagenet | comb_2 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 46.3517 | 0 |
5
- | 2 | 0 | 6 | 0 | imagenet | comb_2 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 46.3517 | 0 |
6
- | 3 | 0 | 7 | 0 | imagenet | comb_2 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 46.3517 | 0 |
7
- | 4 | 0 | 8 | 0 | imagenet | comb_2 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 46.3517 | 0 |
8
- | 5 | 0 | 4 | 0 | imagenet | comb_6 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 50.6738 | 0 |
9
- | 6 | 0 | 5 | 0 | imagenet | comb_6 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 50.6738 | 0 |
10
- | 7 | 0 | 6 | 0 | imagenet | comb_6 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 50.6738 | 0 |
11
- | 8 | 0 | 7 | 0 | imagenet | comb_6 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 50.6738 | 0 |
12
- | 9 | 0 | 8 | 0 | imagenet | comb_6 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 50.6738 | 0 |
13
- | 10 | 0.801644 | 8 | 0 | imagenet | comb_15 | vit | nlr_t_cos | 357.514 | 390.07 | 0 | 33.5803 | 0 |
14
- | 11 | 0.798561 | 5 | 0 | imagenet | comb_15 | vit | nlr_t_cos | 357.514 | 390.07 | 0 | 35.8762 | 0 |
15
- | 12 | 0.797533 | 4 | 0 | imagenet | comb_15 | vit | nlr_t_cos | 357.514 | 390.07 | 0 | 36.1688 | 0 |
16
- | 13 | 0.799589 | 7 | 0 | imagenet | comb_15 | vit | nlr_t_cos | 357.514 | 390.07 | 0 | 38.858 | 0 |
17
- | 14 | 0.798561 | 6 | 0 | imagenet | comb_15 | vit | nlr_t_cos | 357.514 | 390.07 | 0 | 43.1642 | 0 |
18
- | 15 | 0.789311 | 4 | 0 | imagenet | woq | vit | fixed | 357.588 | 390.07 | 0 | 31.6855 | 0 |
19
- | 16 | 0.799589 | 5 | 0 | imagenet | woq | vit | fixed | 357.588 | 390.07 | 0 | 33.0322 | 0 |
20
- | 17 | 0.799589 | 7 | 0 | imagenet | woq | vit | fixed | 357.588 | 390.07 | 0 | 35.7577 | 0 |
21
- | 18 | 0.805755 | 6 | 0 | imagenet | woq | vit | fixed | 357.588 | 390.07 | 0 | 42.5898 | 0 |
22
- | 19 | 0.801644 | 8 | 0 | imagenet | woq | vit | fixed | 357.588 | 390.07 | 0 | 44.6953 | 0 |
23
- | 20 | 0 | 4 | 0 | imagenet | comb_16 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 51.3371 | 0 |
24
- | 21 | 0 | 5 | 0 | imagenet | comb_16 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 51.3371 | 0 |
25
- | 22 | 0 | 6 | 0 | imagenet | comb_16 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 51.3371 | 0 |
26
- | 23 | 0 | 7 | 0 | imagenet | comb_16 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 51.3371 | 0 |
27
- | 24 | 0 | 8 | 0 | imagenet | comb_16 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 51.3371 | 0 |
28
- | 25 | 0 | 4 | 0 | imagenet | comb_4 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 58.0005 | 0 |
29
- | 26 | 0 | 5 | 0 | imagenet | comb_4 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 58.0005 | 0 |
30
- | 27 | 0 | 6 | 0 | imagenet | comb_4 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 58.0005 | 0 |
31
- | 28 | 0 | 7 | 0 | imagenet | comb_4 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 58.0005 | 0 |
32
- | 29 | 0 | 8 | 0 | imagenet | comb_4 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 58.0005 | 0 |
33
- | 30 | 0 | 4 | 0 | imagenet | comb_7 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 59.475 | 0 |
34
- | 31 | 0 | 5 | 0 | imagenet | comb_7 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 59.475 | 0 |
35
- | 32 | 0 | 6 | 0 | imagenet | comb_7 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 59.475 | 0 |
36
- | 33 | 0 | 7 | 0 | imagenet | comb_7 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 59.475 | 0 |
37
- | 34 | 0 | 8 | 0 | imagenet | comb_7 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 59.475 | 0 |
38
- | 35 | 0 | 4 | 0 | imagenet | comb_9 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 74.9899 | 0 |
39
- | 36 | 0.177778 | 4 | 0 | imagenet | comb_17 | vit | nlr_t_cos | 357.932 | 390.07 | 0 | 59.1347 | 0 |
40
- | 37 | 0.35274 | 5 | 0 | imagenet | comb_11 | vit | nlr_t_cos | 358.058 | 390.07 | 0 | 56.0998 | 0 |
41
- | 38 | 0.800617 | 8 | 0 | imagenet | comb_11 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 49.7877 | 0 |
42
- | 39 | 0.800617 | 8 | 0 | imagenet | comb_17 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 53.3713 | 0 |
43
- | 40 | 0.798561 | 4 | 0 | imagenet | comb_18 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 56.2084 | 0 |
44
- | 41 | 0.799589 | 7 | 0 | imagenet | comb_17 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 56.4753 | 0 |
45
- | 42 | 0.802672 | 6 | 0 | imagenet | comb_18 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 56.7797 | 0 |
46
- | 43 | 0.800617 | 8 | 0 | imagenet | comb_18 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 57.1358 | 0 |
47
- | 44 | 0.801644 | 8 | 0 | imagenet | comb_8 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 57.5586 | 0 |
48
- | 45 | 0.797533 | 6 | 0 | imagenet | comb_11 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 58.1869 | 0 |
49
- | 46 | 0.799589 | 6 | 0 | imagenet | comb_17 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 58.3483 | 0 |
50
- | 47 | 0.801644 | 7 | 0 | imagenet | comb_1 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 58.7072 | 0 |
51
- | 48 | 0.44296 | 4 | 0 | imagenet | comb_11 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 59.4107 | 0 |
52
- | 49 | 0.799589 | 8 | 0 | imagenet | comb_1 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 59.9698 | 0 |
53
- | 50 | 0.800617 | 7 | 0 | imagenet | comb_18 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 59.9854 | 0 |
54
- | 51 | 0.799589 | 7 | 0 | imagenet | comb_5 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 61.244 | 0 |
55
- | 52 | 0.793422 | 5 | 0 | imagenet | comb_1 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 62.3896 | 0 |
56
- | 53 | 0.781089 | 6 | 0 | imagenet | comb_9 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 63.0262 | 0 |
57
- | 54 | 0.799589 | 7 | 0 | imagenet | comb_11 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 64.442 | 0 |
58
- | 55 | 0.797533 | 7 | 0 | imagenet | comb_9 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 64.6633 | 0 |
59
- | 56 | 0.792395 | 4 | 0 | imagenet | comb_1 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 64.7745 | 0 |
60
- | 57 | 0.798561 | 6 | 0 | imagenet | comb_1 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 66.2553 | 0 |
61
- | 58 | 0.801644 | 6 | 0 | imagenet | comb_5 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 67.137 | 0 |
62
- | 59 | 0.801644 | 6 | 0 | imagenet | comb_8 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 69.2103 | 0 |
63
- | 60 | 0.799589 | 8 | 0 | imagenet | comb_9 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 69.3007 | 0 |
64
- | 61 | 0.797533 | 5 | 0 | imagenet | comb_18 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 69.8959 | 0 |
65
- | 62 | 0.596095 | 5 | 0 | imagenet | comb_9 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 70.8347 | 0 |
66
- | 63 | 0.800617 | 7 | 0 | imagenet | comb_8 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 73.6649 | 0 |
67
- | 64 | 0.798561 | 5 | 0 | imagenet | comb_17 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 74.3234 | 0 |
68
- | 65 | 0.797533 | 4 | 0 | imagenet | comb_8 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 74.6207 | 0 |
69
- | 66 | 0.798561 | 5 | 0 | imagenet | comb_8 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 75.6579 | 0 |
70
- | 67 | 0.797533 | 4 | 0 | imagenet | comb_5 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 75.7543 | 0 |
71
- | 68 | 0.800617 | 8 | 0 | imagenet | comb_5 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 77.7433 | 0 |
72
- | 69 | 0.800617 | 5 | 0 | imagenet | comb_5 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 82.2658 | 0 |
73
- | 70 | 0 | 4 | 0 | imagenet | comb_13 | vit | nlr_t_cos | 378.886 | 406.847 | 0 | 89.8436 | 0 |
74
- | 71 | 0 | 5 | 0 | imagenet | comb_13 | vit | nlr_t_cos | 378.886 | 406.847 | 0 | 89.8436 | 0 |
75
- | 72 | 0 | 6 | 0 | imagenet | comb_13 | vit | nlr_t_cos | 378.886 | 406.847 | 0 | 89.8436 | 0 |
76
- | 73 | 0 | 7 | 0 | imagenet | comb_13 | vit | nlr_t_cos | 378.886 | 406.847 | 0 | 89.8436 | 0 |
77
- | 74 | 0 | 8 | 0 | imagenet | comb_13 | vit | nlr_t_cos | 378.886 | 406.847 | 0 | 89.8436 | 0 |
78
- | 75 | 0.795478 | 4 | 0 | imagenet | ao_woq | vit | fixed | 180.84 | 411.042 | 0 | 32.2507 | 0 |
79
- | 76 | 0 | 4 | 0 | imagenet | comb_14 | vit | nlr_t_cos | 329.377 | 411.042 | 0 | 0.085119 | 0 |
80
- | 77 | 0 | 5 | 0 | imagenet | comb_14 | vit | nlr_t_cos | 329.377 | 411.042 | 0 | 0.085119 | 0 |
81
- | 78 | 0 | 6 | 0 | imagenet | comb_14 | vit | nlr_t_cos | 329.377 | 411.042 | 0 | 0.085119 | 0 |
82
- | 79 | 0 | 7 | 0 | imagenet | comb_14 | vit | nlr_t_cos | 329.377 | 411.042 | 0 | 0.085119 | 0 |
83
- | 80 | 0 | 8 | 0 | imagenet | comb_14 | vit | nlr_t_cos | 329.377 | 411.042 | 0 | 0.085119 | 0 |
84
- | 81 | 0 | 8 | 0 | imagenet | comb_6_t | vit | nlr_t_cos | 365.54 | 411.042 | 0 | 45.3816 | 0 |
85
- | 82 | 0 | 8 | 0 | imagenet | comb_7_t | vit | nlr_t_cos | 366.433 | 411.042 | 0 | 54.6665 | 0 |
86
- | 83 | 0 | 8 | 0 | imagenet | comb_16_t | vit | nlr_t_cos | 366.433 | 411.042 | 0 | 57.7733 | 0 |
87
- | 84 | 0 | 4 | 0 | imagenet | comb_9_t | vit | nlr_t_cos | 366.433 | 411.042 | 0 | 59.4 | 0 |
88
- | 85 | 0 | 8 | 0 | imagenet | comb_9_t | vit | nlr_t_cos | 366.433 | 411.042 | 0 | 69.4612 | 0 |
89
- | 86 | 0 | 8 | 0 | imagenet | comb_2_t | vit | nlr_t_cos | 366.573 | 411.042 | 0 | 59.6486 | 0 |
90
- | 87 | 0.791367 | 8 | 0 | imagenet | comb_15_t | vit | nlr_t_cos | 367.066 | 411.042 | 0 | 32.1752 | 0 |
91
- | 88 | 0.797533 | 4 | 0 | imagenet | comb_15_t | vit | nlr_t_cos | 367.066 | 411.042 | 0 | 34.9641 | 0 |
92
- | 89 | 0.798561 | 5 | 0 | imagenet | comb_15_t | vit | nlr_t_cos | 367.066 | 411.042 | 0 | 37.2715 | 0 |
93
- | 90 | 0.807811 | 7 | 0 | imagenet | comb_15_t | vit | nlr_t_cos | 367.066 | 411.042 | 0 | 37.3638 | 0 |
94
- | 91 | 0.807811 | 6 | 0 | imagenet | comb_15_t | vit | nlr_t_cos | 367.066 | 411.042 | 0 | 38.786 | 0 |
95
- | 92 | 0.8037 | 5 | 0 | imagenet | woq_t | vit | fixed | 367.14 | 411.042 | 0 | 34.872 | 0 |
96
- | 93 | 0.781089 | 8 | 0 | imagenet | woq_t | vit | fixed | 367.14 | 411.042 | 0 | 36.3909 | 0 |
97
- | 94 | 0.795478 | 4 | 0 | imagenet | woq_t | vit | fixed | 367.14 | 411.042 | 0 | 37.6262 | 0 |
98
- | 95 | 0.795478 | 7 | 0 | imagenet | woq_t | vit | fixed | 367.14 | 411.042 | 0 | 39.1705 | 0 |
99
- | 96 | 0.802672 | 6 | 0 | imagenet | woq_t | vit | fixed | 367.14 | 411.042 | 0 | 45.1678 | 0 |
100
- | 97 | 0 | 8 | 0 | imagenet | comb_4_t | vit | nlr_t_cos | 367.465 | 411.042 | 0 | 72.1211 | 0 |
101
- | 98 | 0.792395 | 7 | 0 | imagenet | comb_17_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 57.2726 | 0 |
102
- | 99 | 0.798561 | 4 | 0 | imagenet | comb_1_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 57.3144 | 0 |
103
- | 100 | 0.797533 | 6 | 0 | imagenet | comb_17_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 59.8365 | 0 |
104
- | 101 | 0.802672 | 6 | 0 | imagenet | comb_5_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 60.475 | 0 |
105
- | 102 | 0.8037 | 4 | 0 | imagenet | comb_18_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 60.86 | 0 |
106
- | 103 | 0.79445 | 5 | 0 | imagenet | comb_1_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 61.1157 | 0 |
107
- | 104 | 0.77184 | 8 | 0 | imagenet | comb_1_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 61.9559 | 0 |
108
- | 105 | 0.805755 | 6 | 0 | imagenet | comb_1_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 61.9609 | 0 |
109
- | 106 | 0.800617 | 7 | 0 | imagenet | comb_18_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 62.8895 | 0 |
110
- | 107 | 0.788284 | 8 | 0 | imagenet | comb_17_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 64.1759 | 0 |
111
- | 108 | 0.713258 | 7 | 0 | imagenet | comb_9_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 64.876 | 0 |
112
- | 109 | 0.805755 | 7 | 0 | imagenet | comb_1_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 65.1535 | 0 |
113
- | 110 | 0.764645 | 8 | 0 | imagenet | comb_18_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 65.6591 | 0 |
114
- | 111 | 0.805755 | 6 | 0 | imagenet | comb_8_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 65.8574 | 0 |
115
- | 112 | 0.752312 | 6 | 0 | imagenet | comb_9_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 67.6559 | 0 |
116
- | 113 | 0.765673 | 8 | 0 | imagenet | comb_5_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 67.9207 | 0 |
117
- | 114 | 0.804728 | 7 | 0 | imagenet | comb_5_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 67.962 | 0 |
118
- | 115 | 0.800617 | 4 | 0 | imagenet | comb_5_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 68.0002 | 0 |
119
- | 116 | 0.789311 | 4 | 0 | imagenet | comb_17_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 68.8522 | 0 |
120
- | 117 | 0.805755 | 5 | 0 | imagenet | comb_17_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 69.2725 | 0 |
121
- | 118 | 0.806783 | 5 | 0 | imagenet | comb_18_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 70.5067 | 0 |
122
- | 119 | 0.783145 | 8 | 0 | imagenet | comb_8_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 74.4186 | 0 |
123
- | 120 | 0.798561 | 4 | 0 | imagenet | comb_8_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 77.2893 | 0 |
124
- | 121 | 0.797533 | 7 | 0 | imagenet | comb_8_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 77.456 | 0 |
125
- | 122 | 0.692703 | 5 | 0 | imagenet | comb_9_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 77.8023 | 0 |
126
- | 123 | 0.806783 | 5 | 0 | imagenet | comb_5_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 78.1755 | 0 |
127
- | 124 | 0.801644 | 6 | 0 | imagenet | comb_18_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 79.7863 | 0 |
128
- | 125 | 0.800617 | 5 | 0 | imagenet | comb_8_t | vit | nlr_t_cos | 366.926 | 413.139 | 0 | 90.2681 | 0 |
129
- | 126 | 0.783145 | 8 | 0 | imagenet | comb_11_t | vit | nlr_t_cos | 367.959 | 413.139 | 0 | 55.3188 | 0 |
130
- | 127 | 0.793422 | 7 | 0 | imagenet | comb_11_t | vit | nlr_t_cos | 367.959 | 413.139 | 0 | 58.7047 | 0 |
131
- | 128 | 0.799589 | 6 | 0 | imagenet | comb_11_t | vit | nlr_t_cos | 367.959 | 413.139 | 0 | 60.2452 | 0 |
132
- | 129 | 0.798561 | 5 | 0 | imagenet | comb_11_t | vit | nlr_t_cos | 367.959 | 413.139 | 0 | 62.0082 | 0 |
133
- | 130 | 0.784173 | 4 | 0 | imagenet | comb_11_t | vit | nlr_t_cos | 367.959 | 413.139 | 0 | 69.4849 | 0 |
134
- | 131 | 0 | 8 | 0 | imagenet | comb_14_t | vit | nlr_t_cos | 336.791 | 425.722 | 0 | 0.092761 | 0 |
135
- | 132 | 0 | 8 | 0 | imagenet | comb_13_t | vit | nlr_t_cos | 388.438 | 427.819 | 0 | 106.728 | 0 |
136
- | 133 | 0.801644 | 8 | 0 | imagenet | ao_woq | vit | fixed | 341.33 | 486.539 | 0 | 29.7755 | 0 |
137
- | 134 | 0.800617 | 32 | 0 | imagenet | base | vit | ---- | 1235.24 | 1256.19 | 0 | 25.559 | 0 |
 
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_2 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 46.3517 | 0 |
4
+ | 1 | 0 | 5 | 0 | imagenet | comb_2 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 46.3517 | 0 |
5
+ | 2 | 0 | 6 | 0 | imagenet | comb_2 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 46.3517 | 0 |
6
+ | 3 | 0 | 7 | 0 | imagenet | comb_2 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 46.3517 | 0 |
7
+ | 4 | 0 | 8 | 0 | imagenet | comb_2 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 46.3517 | 0 |
8
+ | 5 | 0 | 4 | 0 | imagenet | comb_6 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 50.6738 | 0 |
9
+ | 6 | 0 | 5 | 0 | imagenet | comb_6 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 50.6738 | 0 |
10
+ | 7 | 0 | 6 | 0 | imagenet | comb_6 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 50.6738 | 0 |
11
+ | 8 | 0 | 7 | 0 | imagenet | comb_6 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 50.6738 | 0 |
12
+ | 9 | 0 | 8 | 0 | imagenet | comb_6 | vit | nlr_t_cos | 357.021 | 390.07 | 0 | 50.6738 | 0 |
13
+ | 10 | 0.8016 | 8 | 0 | imagenet | comb_15 | vit | nlr_t_cos | 357.514 | 390.07 | 0 | 33.5803 | 0 |
14
+ | 11 | 0.7986 | 5 | 0 | imagenet | comb_15 | vit | nlr_t_cos | 357.514 | 390.07 | 0 | 35.8762 | 0 |
15
+ | 12 | 0.7975 | 4 | 0 | imagenet | comb_15 | vit | nlr_t_cos | 357.514 | 390.07 | 0 | 36.1688 | 0 |
16
+ | 13 | 0.7996 | 7 | 0 | imagenet | comb_15 | vit | nlr_t_cos | 357.514 | 390.07 | 0 | 38.858 | 0 |
17
+ | 14 | 0.7986 | 6 | 0 | imagenet | comb_15 | vit | nlr_t_cos | 357.514 | 390.07 | 0 | 43.1642 | 0 |
18
+ | 15 | 0.7893 | 4 | 0 | imagenet | woq | vit | fixed | 357.588 | 390.07 | 0 | 31.6855 | 0 |
19
+ | 16 | 0.7996 | 5 | 0 | imagenet | woq | vit | fixed | 357.588 | 390.07 | 0 | 33.0322 | 0 |
20
+ | 17 | 0.7996 | 7 | 0 | imagenet | woq | vit | fixed | 357.588 | 390.07 | 0 | 35.7577 | 0 |
21
+ | 18 | 0.8058 | 6 | 0 | imagenet | woq | vit | fixed | 357.588 | 390.07 | 0 | 42.5898 | 0 |
22
+ | 19 | 0.8016 | 8 | 0 | imagenet | woq | vit | fixed | 357.588 | 390.07 | 0 | 44.6953 | 0 |
23
+ | 20 | 0 | 4 | 0 | imagenet | comb_16 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 51.3371 | 0 |
24
+ | 21 | 0 | 5 | 0 | imagenet | comb_16 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 51.3371 | 0 |
25
+ | 22 | 0 | 6 | 0 | imagenet | comb_16 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 51.3371 | 0 |
26
+ | 23 | 0 | 7 | 0 | imagenet | comb_16 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 51.3371 | 0 |
27
+ | 24 | 0 | 8 | 0 | imagenet | comb_16 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 51.3371 | 0 |
28
+ | 25 | 0 | 4 | 0 | imagenet | comb_4 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 58.0005 | 0 |
29
+ | 26 | 0 | 5 | 0 | imagenet | comb_4 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 58.0005 | 0 |
30
+ | 27 | 0 | 6 | 0 | imagenet | comb_4 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 58.0005 | 0 |
31
+ | 28 | 0 | 7 | 0 | imagenet | comb_4 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 58.0005 | 0 |
32
+ | 29 | 0 | 8 | 0 | imagenet | comb_4 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 58.0005 | 0 |
33
+ | 30 | 0 | 4 | 0 | imagenet | comb_7 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 59.475 | 0 |
34
+ | 31 | 0 | 5 | 0 | imagenet | comb_7 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 59.475 | 0 |
35
+ | 32 | 0 | 6 | 0 | imagenet | comb_7 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 59.475 | 0 |
36
+ | 33 | 0 | 7 | 0 | imagenet | comb_7 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 59.475 | 0 |
37
+ | 34 | 0 | 8 | 0 | imagenet | comb_7 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 59.475 | 0 |
38
+ | 35 | 0 | 4 | 0 | imagenet | comb_9 | vit | nlr_t_cos | 357.914 | 390.07 | 0 | 74.9899 | 0 |
39
+ | 36 | 0.1778 | 4 | 0 | imagenet | comb_17 | vit | nlr_t_cos | 357.932 | 390.07 | 0 | 59.1347 | 0 |
40
+ | 37 | 0.3527 | 5 | 0 | imagenet | comb_11 | vit | nlr_t_cos | 358.058 | 390.07 | 0 | 56.0998 | 0 |
41
+ | 38 | 0.8006 | 8 | 0 | imagenet | comb_11 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 49.7877 | 0 |
42
+ | 39 | 0.8006 | 8 | 0 | imagenet | comb_17 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 53.3713 | 0 |
43
+ | 40 | 0.7986 | 4 | 0 | imagenet | comb_18 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 56.2084 | 0 |
44
+ | 41 | 0.7996 | 7 | 0 | imagenet | comb_17 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 56.4753 | 0 |
45
+ | 42 | 0.8027 | 6 | 0 | imagenet | comb_18 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 56.7797 | 0 |
46
+ | 43 | 0.8006 | 8 | 0 | imagenet | comb_18 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 57.1358 | 0 |
47
+ | 44 | 0.8016 | 8 | 0 | imagenet | comb_8 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 57.5586 | 0 |
48
+ | 45 | 0.7975 | 6 | 0 | imagenet | comb_11 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 58.1869 | 0 |
49
+ | 46 | 0.7996 | 6 | 0 | imagenet | comb_17 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 58.3483 | 0 |
50
+ | 47 | 0.8016 | 7 | 0 | imagenet | comb_1 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 58.7072 | 0 |
51
+ | 48 | 0.443 | 4 | 0 | imagenet | comb_11 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 59.4107 | 0 |
52
+ | 49 | 0.7996 | 8 | 0 | imagenet | comb_1 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 59.9698 | 0 |
53
+ | 50 | 0.8006 | 7 | 0 | imagenet | comb_18 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 59.9854 | 0 |
54
+ | 51 | 0.7996 | 7 | 0 | imagenet | comb_5 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 61.244 | 0 |
55
+ | 52 | 0.7934 | 5 | 0 | imagenet | comb_1 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 62.3896 | 0 |
56
+ | 53 | 0.7811 | 6 | 0 | imagenet | comb_9 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 63.0262 | 0 |
57
+ | 54 | 0.7996 | 7 | 0 | imagenet | comb_11 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 64.442 | 0 |
58
+ | 55 | 0.7975 | 7 | 0 | imagenet | comb_9 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 64.6633 | 0 |
59
+ | 56 | 0.7924 | 4 | 0 | imagenet | comb_1 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 64.7745 | 0 |
60
+ | 57 | 0.7986 | 6 | 0 | imagenet | comb_1 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 66.2553 | 0 |
61
+ | 58 | 0.8016 | 6 | 0 | imagenet | comb_5 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 67.137 | 0 |
62
+ | 59 | 0.8016 | 6 | 0 | imagenet | comb_8 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 69.2103 | 0 |
63
+ | 60 | 0.7996 | 8 | 0 | imagenet | comb_9 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 69.3007 | 0 |
64
+ | 61 | 0.7975 | 5 | 0 | imagenet | comb_18 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 69.8959 | 0 |
65
+ | 62 | 0.5961 | 5 | 0 | imagenet | comb_9 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 70.8347 | 0 |
66
+ | 63 | 0.8006 | 7 | 0 | imagenet | comb_8 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 73.6649 | 0 |
67
+ | 64 | 0.7986 | 5 | 0 | imagenet | comb_17 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 74.3234 | 0 |
68
+ | 65 | 0.7975 | 4 | 0 | imagenet | comb_8 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 74.6207 | 0 |
69
+ | 66 | 0.7986 | 5 | 0 | imagenet | comb_8 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 75.6579 | 0 |
70
+ | 67 | 0.7975 | 4 | 0 | imagenet | comb_5 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 75.7543 | 0 |
71
+ | 68 | 0.8006 | 8 | 0 | imagenet | comb_5 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 77.7433 | 0 |
72
+ | 69 | 0.8006 | 5 | 0 | imagenet | comb_5 | vit | nlr_t_cos | 358.407 | 392.167 | 0 | 82.2658 | 0 |
73
+ | 70 | 0 | 4 | 0 | imagenet | comb_13 | vit | nlr_t_cos | 378.886 | 406.848 | 0 | 89.8436 | 0 |
74
+ | 71 | 0 | 5 | 0 | imagenet | comb_13 | vit | nlr_t_cos | 378.886 | 406.848 | 0 | 89.8436 | 0 |
75
+ | 72 | 0 | 6 | 0 | imagenet | comb_13 | vit | nlr_t_cos | 378.886 | 406.848 | 0 | 89.8436 | 0 |
76
+ | 73 | 0 | 7 | 0 | imagenet | comb_13 | vit | nlr_t_cos | 378.886 | 406.848 | 0 | 89.8436 | 0 |
77
+ | 74 | 0 | 8 | 0 | imagenet | comb_13 | vit | nlr_t_cos | 378.886 | 406.848 | 0 | 89.8436 | 0 |
78
+ | 75 | 0.7955 | 4 | 0 | imagenet | ao_woq | vit | fixed | 180.84 | 411.042 | 0 | 32.2507 | 0 |
79
+ | 76 | 0 | 4 | 0 | imagenet | comb_14 | vit | nlr_t_cos | 329.377 | 411.042 | 0 | 0.0851 | 0 |
80
+ | 77 | 0 | 5 | 0 | imagenet | comb_14 | vit | nlr_t_cos | 329.377 | 411.042 | 0 | 0.0851 | 0 |
81
+ | 78 | 0 | 6 | 0 | imagenet | comb_14 | vit | nlr_t_cos | 329.377 | 411.042 | 0 | 0.0851 | 0 |
82
+ | 79 | 0 | 7 | 0 | imagenet | comb_14 | vit | nlr_t_cos | 329.377 | 411.042 | 0 | 0.0851 | 0 |
83
+ | 80 | 0 | 8 | 0 | imagenet | comb_14 | vit | nlr_t_cos | 329.377 | 411.042 | 0 | 0.0851 | 0 |
84
+ | 81 | 0.8016 | 8 | 0 | imagenet | ao_woq | vit | fixed | 341.33 | 486.539 | 0 | 29.7755 | 0 |
85
+ | 82 | 0.8006 | 32 | 0 | imagenet | base | vit | ---- | 1235.24 | 1256.19 | 0 | 25.559 | 0 |