Adds final graphs
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- results/best_param_per_func_with_baselines/opt/4/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/opt/5/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/opt/6/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/opt/7/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/opt/8/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/vit/4/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/vit/5/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/vit/6/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/vit/7/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/vit/8/best_param_per_func_with_baselines.png +0 -0
- results/bitwidth_acc_decay_per_function/opt.png +0 -0
- results/bitwidth_acc_decay_per_function/vit.png +0 -0
- results/df.tsv +297 -0
- results/func_by_param_init_method/opt/4/comb_0.png +0 -0
- results/func_by_param_init_method/opt/4/comb_1.png +0 -0
- results/func_by_param_init_method/opt/4/comb_10.png +0 -0
- results/func_by_param_init_method/opt/4/comb_11.png +0 -0
- results/func_by_param_init_method/opt/4/comb_12.png +0 -0
- results/func_by_param_init_method/opt/4/comb_13.png +0 -0
- results/func_by_param_init_method/opt/4/comb_14.png +0 -0
- results/func_by_param_init_method/opt/4/comb_15.png +0 -0
- results/func_by_param_init_method/opt/4/comb_16.png +0 -0
- results/func_by_param_init_method/opt/4/comb_17.png +0 -0
- results/func_by_param_init_method/opt/4/comb_18.png +0 -0
- results/func_by_param_init_method/opt/4/comb_2.png +0 -0
- results/func_by_param_init_method/opt/4/comb_3.png +0 -0
- results/func_by_param_init_method/opt/4/comb_4.png +0 -0
- results/func_by_param_init_method/opt/4/comb_5.png +0 -0
- results/func_by_param_init_method/opt/4/comb_6.png +0 -0
- results/func_by_param_init_method/opt/4/comb_7.png +0 -0
- results/func_by_param_init_method/opt/4/comb_8.png +0 -0
- results/func_by_param_init_method/opt/4/comb_9.png +0 -0
- results/func_by_param_init_method/opt/5/comb_0.png +0 -0
- results/func_by_param_init_method/opt/5/comb_1.png +0 -0
- results/func_by_param_init_method/opt/5/comb_10.png +0 -0
- results/func_by_param_init_method/opt/5/comb_11.png +0 -0
- results/func_by_param_init_method/opt/5/comb_12.png +0 -0
- results/func_by_param_init_method/opt/5/comb_13.png +0 -0
- results/func_by_param_init_method/opt/5/comb_14.png +0 -0
- results/func_by_param_init_method/opt/5/comb_15.png +0 -0
- results/func_by_param_init_method/opt/5/comb_16.png +0 -0
- results/func_by_param_init_method/opt/5/comb_17.png +0 -0
- results/func_by_param_init_method/opt/5/comb_18.png +0 -0
- results/func_by_param_init_method/opt/5/comb_2.png +0 -0
- results/func_by_param_init_method/opt/5/comb_3.png +0 -0
- results/func_by_param_init_method/opt/5/comb_4.png +0 -0
- results/func_by_param_init_method/opt/5/comb_5.png +0 -0
- results/func_by_param_init_method/opt/5/comb_6.png +0 -0
- results/func_by_param_init_method/opt/5/comb_7.png +0 -0
- results/func_by_param_init_method/opt/5/comb_8.png +0 -0
results/best_param_per_func_with_baselines/opt/4/best_param_per_func_with_baselines.png
ADDED
results/best_param_per_func_with_baselines/opt/5/best_param_per_func_with_baselines.png
ADDED
results/best_param_per_func_with_baselines/opt/6/best_param_per_func_with_baselines.png
ADDED
results/best_param_per_func_with_baselines/opt/7/best_param_per_func_with_baselines.png
ADDED
results/best_param_per_func_with_baselines/opt/8/best_param_per_func_with_baselines.png
ADDED
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/opt.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 |
+
0.0 4 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588135 36.860443 0.0
|
3 |
+
0.0 5 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588135 36.860443 0.0
|
4 |
+
0.0 6 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588135 36.860443 0.0
|
5 |
+
0.0 7 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588135 36.860443 0.0
|
6 |
+
0.0 8 0.0 wikitext comb_15 opt rnd_affine_scale 670.981632 727.711744 1.1165735721588135 36.860443 0.0
|
7 |
+
0.0 4 0.0 wikitext comb_13 opt ones_affine_scale 670.981632 727.711744 1.1143286228179932 36.958861 0.0
|
8 |
+
0.0 5 0.0 wikitext comb_13 opt ones_affine_scale 670.981632 727.711744 1.1143286228179932 36.958861 0.0
|
9 |
+
0.0 6 0.0 wikitext comb_13 opt ones_affine_scale 670.981632 727.711744 1.1143286228179932 36.958861 0.0
|
10 |
+
0.0 7 0.0 wikitext comb_13 opt ones_affine_scale 670.981632 727.711744 1.1143286228179932 36.958861 0.0
|
11 |
+
0.0 8 0.0 wikitext comb_13 opt ones_affine_scale 670.981632 727.711744 1.1143286228179932 36.958861 0.0
|
12 |
+
0.0 4 0.0 wikitext comb_5 opt rnd_affine_scale 670.981632 727.711744 inf 37.0855 0.0
|
13 |
+
0.0 5 0.0 wikitext comb_5 opt rnd_affine_scale 670.981632 727.711744 inf 37.0855 0.0
|
14 |
+
0.0 6 0.0 wikitext comb_5 opt rnd_affine_scale 670.981632 727.711744 inf 37.0855 0.0
|
15 |
+
0.0 7 0.0 wikitext comb_5 opt rnd_affine_scale 670.981632 727.711744 inf 37.0855 0.0
|
16 |
+
0.0 8 0.0 wikitext comb_5 opt rnd_affine_scale 670.981632 727.711744 inf 37.0855 0.0
|
17 |
+
0.31995946168899536 6 0.0 wikitext comb_14 opt ones_affine_scale 671.452672 727.711744 7.804229259490967 37.073821 0.0
|
18 |
+
0.31671735644340515 5 0.0 wikitext comb_17 opt rnd_affine_scale 671.452672 727.711744 8.274221420288086 37.242983 0.0
|
19 |
+
0.3207700252532959 6 0.0 wikitext comb_14 opt rnd_affine_scale 671.452672 727.711744 7.805163383483887 38.395192 0.0
|
20 |
+
0.0 4 0.0 wikitext comb_4 opt rnd_affine_scale 669.68832 744.48896 1.1036933660507202 34.219729 0.0
|
21 |
+
0.0 5 0.0 wikitext comb_4 opt rnd_affine_scale 669.68832 744.48896 1.1036933660507202 34.219729 0.0
|
22 |
+
0.0 6 0.0 wikitext comb_4 opt rnd_affine_scale 669.68832 744.48896 1.1036933660507202 34.219729 0.0
|
23 |
+
0.0 7 0.0 wikitext comb_4 opt rnd_affine_scale 669.68832 744.48896 1.1036933660507202 34.219729 0.0
|
24 |
+
0.0 8 0.0 wikitext comb_4 opt rnd_affine_scale 669.68832 744.48896 1.1036933660507202 34.219729 0.0
|
25 |
+
0.0 4 0.0 wikitext comb_2 opt ones_affine_scale 669.68832 744.48896 1.1036933660507202 34.237916 0.0
|
26 |
+
0.0 5 0.0 wikitext comb_2 opt ones_affine_scale 669.68832 744.48896 1.1036933660507202 34.237916 0.0
|
27 |
+
0.0 6 0.0 wikitext comb_2 opt ones_affine_scale 669.68832 744.48896 1.1036933660507202 34.237916 0.0
|
28 |
+
0.0 7 0.0 wikitext comb_2 opt ones_affine_scale 669.68832 744.48896 1.1036933660507202 34.237916 0.0
|
29 |
+
0.0 8 0.0 wikitext comb_2 opt ones_affine_scale 669.68832 744.48896 1.1036933660507202 34.237916 0.0
|
30 |
+
0.0 4 0.0 wikitext comb_10 opt ones_affine_scale 669.68832 744.48896 1.1143286228179932 39.654894 0.0
|
31 |
+
0.0 5 0.0 wikitext comb_10 opt ones_affine_scale 669.68832 744.48896 1.1143286228179932 39.654894 0.0
|
32 |
+
0.0 6 0.0 wikitext comb_10 opt ones_affine_scale 669.68832 744.48896 1.1143286228179932 39.654894 0.0
|
33 |
+
0.0 7 0.0 wikitext comb_10 opt ones_affine_scale 669.68832 744.48896 1.1143286228179932 39.654894 0.0
|
34 |
+
0.0 8 0.0 wikitext comb_10 opt ones_affine_scale 669.68832 744.48896 1.1143286228179932 39.654894 0.0
|
35 |
+
0.0 4 0.0 wikitext comb_10 opt rnd_affine_scale 669.68832 744.48896 1.1143286228179932 40.335782 0.0
|
36 |
+
0.0 5 0.0 wikitext comb_10 opt rnd_affine_scale 669.68832 744.48896 1.1143286228179932 40.335782 0.0
|
37 |
+
0.0 6 0.0 wikitext comb_10 opt rnd_affine_scale 669.68832 744.48896 1.1143286228179932 40.335782 0.0
|
38 |
+
0.0 7 0.0 wikitext comb_10 opt rnd_affine_scale 669.68832 744.48896 1.1143286228179932 40.335782 0.0
|
39 |
+
0.0 8 0.0 wikitext comb_10 opt rnd_affine_scale 669.68832 744.48896 1.1143286228179932 40.335782 0.0
|
40 |
+
0.3213103413581848 6 0.0 wikitext comb_5 opt ones_affine_scale 670.15936 744.48896 7.80169153213501 22.231082 0.0
|
41 |
+
0.32465383410453796 7 0.0 wikitext comb_5 opt ones_affine_scale 670.15936 744.48896 7.905251502990723 22.242897 0.0
|
42 |
+
0.3169875144958496 5 0.0 wikitext comb_7 opt rnd_affine_scale 670.15936 744.48896 8.223236083984375 22.28446 0.0
|
43 |
+
0.2894968092441559 4 0.0 wikitext comb_7 opt rnd_affine_scale 670.15936 744.48896 8.902689933776855 22.309513 0.0
|
44 |
+
0.32482269406318665 8 0.0 wikitext comb_7 opt rnd_affine_scale 670.15936 744.48896 7.916566848754883 22.372975 0.0
|
45 |
+
0.2894968092441559 4 0.0 wikitext comb_5 opt ones_affine_scale 670.15936 744.48896 8.902689933776855 22.373519 0.0
|
46 |
+
0.3213103413581848 6 0.0 wikitext comb_7 opt rnd_affine_scale 670.15936 744.48896 7.80169153213501 22.412 0.0
|
47 |
+
0.32465383410453796 7 0.0 wikitext comb_7 opt rnd_affine_scale 670.15936 744.48896 7.905251502990723 22.416079 0.0
|
48 |
+
0.32482269406318665 8 0.0 wikitext comb_5 opt ones_affine_scale 670.15936 744.48896 7.916566848754883 22.547134 0.0
|
49 |
+
0.3169875144958496 5 0.0 wikitext comb_5 opt ones_affine_scale 670.15936 744.48896 8.223236083984375 22.551538 0.0
|
50 |
+
0.2924012243747711 4 0.0 wikitext woq opt fixed 670.234624 744.48896 8.903441429138184 28.33636 0.0
|
51 |
+
0.32451874017715454 7 0.0 wikitext woq opt fixed 670.234624 744.48896 7.905444145202637 28.433519 0.0
|
52 |
+
0.321073979139328 6 0.0 wikitext woq opt fixed 670.234624 744.48896 7.8056864738464355 28.540888 0.0
|
53 |
+
0.31702131032943726 5 0.0 wikitext woq opt fixed 670.234624 744.48896 8.222681999206543 28.565469 0.0
|
54 |
+
0.3248564898967743 8 0.0 wikitext woq opt fixed 670.234624 744.48896 7.916111469268799 28.696825 0.0
|
55 |
+
0.0 4 0.0 wikitext comb_16 opt rnd_affine_scale 670.981632 744.48896 inf 36.749504 0.0
|
56 |
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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
|
57 |
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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
|
58 |
+
0.0 7 0.0 wikitext comb_16 opt rnd_affine_scale 670.981632 744.48896 inf 36.749504 0.0
|
59 |
+
0.0 8 0.0 wikitext comb_16 opt rnd_affine_scale 670.981632 744.48896 inf 36.749504 0.0
|
60 |
+
0.0 4 0.0 wikitext comb_12 opt ones_affine_scale 670.981632 744.48896 1.1168279647827148 36.755582 0.0
|
61 |
+
0.0 5 0.0 wikitext comb_12 opt ones_affine_scale 670.981632 744.48896 1.1168279647827148 36.755582 0.0
|
62 |
+
0.0 6 0.0 wikitext comb_12 opt ones_affine_scale 670.981632 744.48896 1.1168279647827148 36.755582 0.0
|
63 |
+
0.0 4 0.0 wikitext comb_4 opt ones_affine_scale 670.981632 744.48896 1.1013473272323608 37.011059 0.0
|
64 |
+
0.0 5 0.0 wikitext comb_4 opt ones_affine_scale 670.981632 744.48896 1.1013473272323608 37.011059 0.0
|
65 |
+
0.0 6 0.0 wikitext comb_4 opt ones_affine_scale 670.981632 744.48896 1.1013473272323608 37.011059 0.0
|
66 |
+
0.0 7 0.0 wikitext comb_4 opt ones_affine_scale 670.981632 744.48896 1.1013473272323608 37.011059 0.0
|
67 |
+
0.0 8 0.0 wikitext comb_4 opt ones_affine_scale 670.981632 744.48896 1.1013473272323608 37.011059 0.0
|
68 |
+
0.0 4 0.0 wikitext comb_8 opt ones_affine_scale 670.981632 744.48896 1.1322835683822632 48.840028 0.0
|
69 |
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0.0 5 0.0 wikitext comb_8 opt ones_affine_scale 670.981632 744.48896 1.1322835683822632 48.840028 0.0
|
70 |
+
0.0 6 0.0 wikitext comb_8 opt ones_affine_scale 670.981632 744.48896 1.1322835683822632 48.840028 0.0
|
71 |
+
0.0 4 0.0 wikitext comb_3 opt rnd_affine_scale 670.981632 744.48896 inf 48.971053 0.0
|
72 |
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0.0 5 0.0 wikitext comb_3 opt rnd_affine_scale 670.981632 744.48896 inf 48.971053 0.0
|
73 |
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0.0 6 0.0 wikitext comb_3 opt rnd_affine_scale 670.981632 744.48896 inf 48.971053 0.0
|
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results/func_by_param_init_method/opt/4/comb_0.png
ADDED
results/func_by_param_init_method/opt/4/comb_1.png
ADDED
results/func_by_param_init_method/opt/4/comb_10.png
ADDED
results/func_by_param_init_method/opt/4/comb_11.png
ADDED
results/func_by_param_init_method/opt/4/comb_12.png
ADDED
results/func_by_param_init_method/opt/4/comb_13.png
ADDED
results/func_by_param_init_method/opt/4/comb_14.png
ADDED
results/func_by_param_init_method/opt/4/comb_15.png
ADDED
results/func_by_param_init_method/opt/4/comb_16.png
ADDED
results/func_by_param_init_method/opt/4/comb_17.png
ADDED
results/func_by_param_init_method/opt/4/comb_18.png
ADDED
results/func_by_param_init_method/opt/4/comb_2.png
ADDED
results/func_by_param_init_method/opt/4/comb_3.png
ADDED
results/func_by_param_init_method/opt/4/comb_4.png
ADDED
results/func_by_param_init_method/opt/4/comb_5.png
ADDED
results/func_by_param_init_method/opt/4/comb_6.png
ADDED
results/func_by_param_init_method/opt/4/comb_7.png
ADDED
results/func_by_param_init_method/opt/4/comb_8.png
ADDED
results/func_by_param_init_method/opt/4/comb_9.png
ADDED
results/func_by_param_init_method/opt/5/comb_0.png
ADDED
results/func_by_param_init_method/opt/5/comb_1.png
ADDED
results/func_by_param_init_method/opt/5/comb_10.png
ADDED
results/func_by_param_init_method/opt/5/comb_11.png
ADDED
results/func_by_param_init_method/opt/5/comb_12.png
ADDED
results/func_by_param_init_method/opt/5/comb_13.png
ADDED
results/func_by_param_init_method/opt/5/comb_14.png
ADDED
results/func_by_param_init_method/opt/5/comb_15.png
ADDED
results/func_by_param_init_method/opt/5/comb_16.png
ADDED
results/func_by_param_init_method/opt/5/comb_17.png
ADDED
results/func_by_param_init_method/opt/5/comb_18.png
ADDED
results/func_by_param_init_method/opt/5/comb_2.png
ADDED
results/func_by_param_init_method/opt/5/comb_3.png
ADDED
results/func_by_param_init_method/opt/5/comb_4.png
ADDED
results/func_by_param_init_method/opt/5/comb_5.png
ADDED
results/func_by_param_init_method/opt/5/comb_6.png
ADDED
results/func_by_param_init_method/opt/5/comb_7.png
ADDED
results/func_by_param_init_method/opt/5/comb_8.png
ADDED