Adds final graphs
Browse files- 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/vit.png +0 -0
- results/df.tsv +92 -0
- results/func_by_param_init_method/vit/4/comb_6.png +0 -0
- results/func_by_param_init_method/vit/5/comb_11.png +0 -0
- results/func_by_param_init_method/vit/5/comb_6.png +0 -0
- results/func_by_param_init_method/vit/6/comb_11.png +0 -0
- results/func_by_param_init_method/vit/6/comb_6.png +0 -0
- results/func_by_param_init_method/vit/7/comb_11.png +0 -0
- results/func_by_param_init_method/vit/7/comb_6.png +0 -0
- results/func_by_param_init_method/vit/8/comb_11.png +0 -0
- results/func_by_param_init_method/vit/8/comb_6.png +0 -0
- results/results.txt +93 -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 +1,92 @@
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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 imagenet comb_2 vit rnd_search 357.020672 381.681664 0.0 24.448197 0.0
|
3 |
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0.0 5 0.0 imagenet comb_2 vit rnd_search 357.020672 381.681664 0.0 24.448197 0.0
|
4 |
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0.0 6 0.0 imagenet comb_2 vit rnd_search 357.020672 381.681664 0.0 24.448197 0.0
|
5 |
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0.0 7 0.0 imagenet comb_2 vit rnd_search 357.020672 381.681664 0.0 24.448197 0.0
|
6 |
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0.0 8 0.0 imagenet comb_2 vit rnd_search 357.020672 381.681664 0.0 24.448197 0.0
|
7 |
+
0.0 4 0.0 imagenet comb_10 vit rnd_search 357.020672 381.681664 0.0 25.092947 0.0
|
8 |
+
0.0 5 0.0 imagenet comb_10 vit rnd_search 357.020672 381.681664 0.0 25.092947 0.0
|
9 |
+
0.0 6 0.0 imagenet comb_10 vit rnd_search 357.020672 381.681664 0.0 25.092947 0.0
|
10 |
+
0.0 7 0.0 imagenet comb_10 vit rnd_search 357.020672 381.681664 0.0 25.092947 0.0
|
11 |
+
0.0 8 0.0 imagenet comb_10 vit rnd_search 357.020672 381.681664 0.0 25.092947 0.0
|
12 |
+
0.7995889186859131 7 0.0 imagenet comb_6 vit rnd_search 357.513728 381.681664 0.0 27.524662 0.0
|
13 |
+
0.7903391718864441 4 0.0 imagenet comb_6 vit rnd_search 357.513728 381.681664 0.0 35.73088 0.0
|
14 |
+
0.7995889186859131 5 0.0 imagenet comb_6 vit rnd_search 357.513728 381.681664 0.0 36.156648 0.0
|
15 |
+
0.8057554364204407 6 0.0 imagenet comb_6 vit rnd_search 357.513728 381.681664 0.0 41.782813 0.0
|
16 |
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0.8016444444656372 8 0.0 imagenet comb_6 vit rnd_search 357.513728 381.681664 0.0 46.242996 0.0
|
17 |
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0.7995889186859131 5 0.0 imagenet woq vit fixed 357.587968 381.681664 0.0 21.109572 0.0
|
18 |
+
0.8057554364204407 6 0.0 imagenet woq vit fixed 357.587968 381.681664 0.0 26.135103 0.0
|
19 |
+
0.8016444444656372 8 0.0 imagenet woq vit fixed 357.587968 381.681664 0.0 42.637133 0.0
|
20 |
+
0.7995889186859131 7 0.0 imagenet woq vit fixed 357.587968 381.681664 0.0 44.543402 0.0
|
21 |
+
0.789311408996582 4 0.0 imagenet woq vit fixed 357.587968 381.681664 0.0 81.038735 0.0
|
22 |
+
0.0 4 0.0 imagenet comb_14 vit rnd_search 357.9136 381.681664 0.0 31.135807 0.0
|
23 |
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0.0 5 0.0 imagenet comb_14 vit rnd_search 357.9136 381.681664 0.0 31.135807 0.0
|
24 |
+
0.0 6 0.0 imagenet comb_14 vit rnd_search 357.9136 381.681664 0.0 31.135807 0.0
|
25 |
+
0.0 7 0.0 imagenet comb_14 vit rnd_search 357.9136 381.681664 0.0 31.135807 0.0
|
26 |
+
0.0 8 0.0 imagenet comb_14 vit rnd_search 357.9136 381.681664 0.0 31.135807 0.0
|
27 |
+
0.0 4 0.0 imagenet comb_0 vit rnd_search 357.9136 381.681664 0.0 31.838783 0.0
|
28 |
+
0.0 5 0.0 imagenet comb_0 vit rnd_search 357.9136 381.681664 0.0 31.838783 0.0
|
29 |
+
0.0 6 0.0 imagenet comb_0 vit rnd_search 357.9136 381.681664 0.0 31.838783 0.0
|
30 |
+
0.0 7 0.0 imagenet comb_0 vit rnd_search 357.9136 381.681664 0.0 31.838783 0.0
|
31 |
+
0.0 8 0.0 imagenet comb_0 vit rnd_search 357.9136 381.681664 0.0 31.838783 0.0
|
32 |
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0.0 4 0.0 imagenet comb_12 vit rnd_search 357.9136 381.681664 0.0 33.203171 0.0
|
33 |
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0.0 5 0.0 imagenet comb_12 vit rnd_search 357.9136 381.681664 0.0 33.203171 0.0
|
34 |
+
0.0 6 0.0 imagenet comb_12 vit rnd_search 357.9136 381.681664 0.0 33.203171 0.0
|
35 |
+
0.0 7 0.0 imagenet comb_12 vit rnd_search 357.9136 381.681664 0.0 33.203171 0.0
|
36 |
+
0.0 8 0.0 imagenet comb_12 vit rnd_search 357.9136 381.681664 0.0 33.203171 0.0
|
37 |
+
0.0 4 0.0 imagenet comb_16 vit rnd_search 357.9136 381.681664 0.0 34.171731 0.0
|
38 |
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0.0 5 0.0 imagenet comb_16 vit rnd_search 357.9136 381.681664 0.0 34.171731 0.0
|
39 |
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0.0 6 0.0 imagenet comb_16 vit rnd_search 357.9136 381.681664 0.0 34.171731 0.0
|
40 |
+
0.0 7 0.0 imagenet comb_16 vit rnd_search 357.9136 381.681664 0.0 34.171731 0.0
|
41 |
+
0.0 8 0.0 imagenet comb_16 vit rnd_search 357.9136 381.681664 0.0 34.171731 0.0
|
42 |
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0.0 4 0.0 imagenet comb_5 vit rnd_search 357.9136 381.681664 0.0 36.502111 0.0
|
43 |
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0.0 5 0.0 imagenet comb_5 vit rnd_search 357.9136 381.681664 0.0 36.502111 0.0
|
44 |
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0.0 6 0.0 imagenet comb_5 vit rnd_search 357.9136 381.681664 0.0 36.502111 0.0
|
45 |
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0.0 7 0.0 imagenet comb_5 vit rnd_search 357.9136 381.681664 0.0 36.502111 0.0
|
46 |
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0.0 8 0.0 imagenet comb_5 vit rnd_search 357.9136 381.681664 0.0 36.502111 0.0
|
47 |
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0.0 4 0.0 imagenet comb_8 vit rnd_search 357.9136 381.681664 0.0 38.814725 0.0
|
48 |
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0.0 5 0.0 imagenet comb_8 vit rnd_search 357.9136 381.681664 0.0 38.814725 0.0
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49 |
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0.0 6 0.0 imagenet comb_8 vit rnd_search 357.9136 381.681664 0.0 38.814725 0.0
|
50 |
+
0.0 7 0.0 imagenet comb_8 vit rnd_search 357.9136 381.681664 0.0 38.814725 0.0
|
51 |
+
0.0 8 0.0 imagenet comb_8 vit rnd_search 357.9136 381.681664 0.0 38.814725 0.0
|
52 |
+
0.0 4 0.0 imagenet comb_11 vit rnd_search 357.9136 381.681664 0.0 54.320897 0.0
|
53 |
+
0.0 4 0.0 imagenet comb_13 vit rnd_search 357.9136 381.681664 0.0 54.393749 0.0
|
54 |
+
0.0 5 0.0 imagenet comb_13 vit rnd_search 357.9136 381.681664 0.0 54.393749 0.0
|
55 |
+
0.0 6 0.0 imagenet comb_13 vit rnd_search 357.9136 381.681664 0.0 54.393749 0.0
|
56 |
+
0.0 7 0.0 imagenet comb_13 vit rnd_search 357.9136 381.681664 0.0 54.393749 0.0
|
57 |
+
0.0 8 0.0 imagenet comb_13 vit rnd_search 357.9136 381.681664 0.0 54.393749 0.0
|
58 |
+
0.0 4 0.0 imagenet comb_9 vit rnd_search 357.9136 381.681664 0.0 56.36386 0.0
|
59 |
+
0.0 5 0.0 imagenet comb_9 vit rnd_search 357.9136 381.681664 0.0 56.36386 0.0
|
60 |
+
0.0 6 0.0 imagenet comb_9 vit rnd_search 357.9136 381.681664 0.0 56.36386 0.0
|
61 |
+
0.0 7 0.0 imagenet comb_9 vit rnd_search 357.9136 381.681664 0.0 56.36386 0.0
|
62 |
+
0.0 8 0.0 imagenet comb_9 vit rnd_search 357.9136 381.681664 0.0 56.36386 0.0
|
63 |
+
0.0 4 0.0 imagenet comb_18 vit rnd_search 357.9136 381.681664 0.0 66.767654 0.0
|
64 |
+
0.0 5 0.0 imagenet comb_18 vit rnd_search 357.9136 381.681664 0.0 66.767654 0.0
|
65 |
+
0.0 6 0.0 imagenet comb_18 vit rnd_search 357.9136 381.681664 0.0 66.767654 0.0
|
66 |
+
0.0 7 0.0 imagenet comb_18 vit rnd_search 357.9136 381.681664 0.0 66.767654 0.0
|
67 |
+
0.0 8 0.0 imagenet comb_18 vit rnd_search 357.9136 381.681664 0.0 66.767654 0.0
|
68 |
+
0.0 4 0.0 imagenet comb_4 vit rnd_search 357.9136 381.681664 0.0 73.436259 0.0
|
69 |
+
0.0 5 0.0 imagenet comb_4 vit rnd_search 357.9136 381.681664 0.0 73.436259 0.0
|
70 |
+
0.0 6 0.0 imagenet comb_4 vit rnd_search 357.9136 381.681664 0.0 73.436259 0.0
|
71 |
+
0.0 7 0.0 imagenet comb_4 vit rnd_search 357.9136 381.681664 0.0 73.436259 0.0
|
72 |
+
0.0 8 0.0 imagenet comb_4 vit rnd_search 357.9136 381.681664 0.0 73.436259 0.0
|
73 |
+
0.7852004170417786 6 0.0 imagenet comb_11 vit rnd_search 358.406656 383.778816 0.0 32.347425 0.0
|
74 |
+
0.6628983020782471 5 0.0 imagenet comb_11 vit rnd_search 358.406656 383.778816 0.0 38.414141 0.0
|
75 |
+
0.7965056896209717 8 0.0 imagenet comb_11 vit rnd_search 358.406656 383.778816 0.0 51.941874 0.0
|
76 |
+
0.7934224605560303 7 0.0 imagenet comb_11 vit rnd_search 358.406656 383.778816 0.0 53.343248 0.0
|
77 |
+
0.0 4 0.0 imagenet comb_17 vit rnd_search 378.885632 398.45888 0.0 67.943628 0.0
|
78 |
+
0.0 5 0.0 imagenet comb_17 vit rnd_search 378.885632 398.45888 0.0 67.943628 0.0
|
79 |
+
0.0 6 0.0 imagenet comb_17 vit rnd_search 378.885632 398.45888 0.0 67.943628 0.0
|
80 |
+
0.0 7 0.0 imagenet comb_17 vit rnd_search 378.885632 398.45888 0.0 67.943628 0.0
|
81 |
+
0.0 8 0.0 imagenet comb_17 vit rnd_search 378.885632 398.45888 0.0 67.943628 0.0
|
82 |
+
0.0 4 0.0 imagenet comb_7 vit rnd_search 325.22752 400.556032 0.0 0.115089 0.0
|
83 |
+
0.0 5 0.0 imagenet comb_7 vit rnd_search 325.22752 400.556032 0.0 0.115089 0.0
|
84 |
+
0.0 6 0.0 imagenet comb_7 vit rnd_search 325.22752 400.556032 0.0 0.115089 0.0
|
85 |
+
0.0 7 0.0 imagenet comb_7 vit rnd_search 325.22752 400.556032 0.0 0.115089 0.0
|
86 |
+
0.0 8 0.0 imagenet comb_7 vit rnd_search 325.22752 400.556032 0.0 0.115089 0.0
|
87 |
+
0.0 4 0.0 imagenet comb_1 vit rnd_search 325.22752 400.556032 0.0 0.116159 0.0
|
88 |
+
0.0 5 0.0 imagenet comb_1 vit rnd_search 325.22752 400.556032 0.0 0.116159 0.0
|
89 |
+
0.0 6 0.0 imagenet comb_1 vit rnd_search 325.22752 400.556032 0.0 0.116159 0.0
|
90 |
+
0.0 7 0.0 imagenet comb_1 vit rnd_search 325.22752 400.556032 0.0 0.116159 0.0
|
91 |
+
0.0 8 0.0 imagenet comb_1 vit rnd_search 325.22752 400.556032 0.0 0.116159 0.0
|
92 |
+
0.8006166815757751 32 0.0 imagenet base vit ---- 1235.241472 1256.194048 0.0 52.268862 0.0
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results/func_by_param_init_method/vit/4/comb_6.png
ADDED
![]() |
results/func_by_param_init_method/vit/5/comb_11.png
ADDED
![]() |
results/func_by_param_init_method/vit/5/comb_6.png
ADDED
![]() |
results/func_by_param_init_method/vit/6/comb_11.png
ADDED
![]() |
results/func_by_param_init_method/vit/6/comb_6.png
ADDED
![]() |
results/func_by_param_init_method/vit/7/comb_11.png
ADDED
![]() |
results/func_by_param_init_method/vit/7/comb_6.png
ADDED
![]() |
results/func_by_param_init_method/vit/8/comb_11.png
ADDED
![]() |
results/func_by_param_init_method/vit/8/comb_6.png
ADDED
![]() |
results/results.txt
ADDED
@@ -0,0 +1,93 @@
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1 |
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| | 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 | rnd_search | 357.021 | 381.682 | 0 | 24.4482 | 0 |
|
4 |
+
| 1 | 0 | 5 | 0 | imagenet | comb_2 | vit | rnd_search | 357.021 | 381.682 | 0 | 24.4482 | 0 |
|
5 |
+
| 2 | 0 | 6 | 0 | imagenet | comb_2 | vit | rnd_search | 357.021 | 381.682 | 0 | 24.4482 | 0 |
|
6 |
+
| 3 | 0 | 7 | 0 | imagenet | comb_2 | vit | rnd_search | 357.021 | 381.682 | 0 | 24.4482 | 0 |
|
7 |
+
| 4 | 0 | 8 | 0 | imagenet | comb_2 | vit | rnd_search | 357.021 | 381.682 | 0 | 24.4482 | 0 |
|
8 |
+
| 5 | 0 | 4 | 0 | imagenet | comb_10 | vit | rnd_search | 357.021 | 381.682 | 0 | 25.0929 | 0 |
|
9 |
+
| 6 | 0 | 5 | 0 | imagenet | comb_10 | vit | rnd_search | 357.021 | 381.682 | 0 | 25.0929 | 0 |
|
10 |
+
| 7 | 0 | 6 | 0 | imagenet | comb_10 | vit | rnd_search | 357.021 | 381.682 | 0 | 25.0929 | 0 |
|
11 |
+
| 8 | 0 | 7 | 0 | imagenet | comb_10 | vit | rnd_search | 357.021 | 381.682 | 0 | 25.0929 | 0 |
|
12 |
+
| 9 | 0 | 8 | 0 | imagenet | comb_10 | vit | rnd_search | 357.021 | 381.682 | 0 | 25.0929 | 0 |
|
13 |
+
| 10 | 0.799589 | 7 | 0 | imagenet | comb_6 | vit | rnd_search | 357.514 | 381.682 | 0 | 27.5247 | 0 |
|
14 |
+
| 11 | 0.790339 | 4 | 0 | imagenet | comb_6 | vit | rnd_search | 357.514 | 381.682 | 0 | 35.7309 | 0 |
|
15 |
+
| 12 | 0.799589 | 5 | 0 | imagenet | comb_6 | vit | rnd_search | 357.514 | 381.682 | 0 | 36.1566 | 0 |
|
16 |
+
| 13 | 0.805755 | 6 | 0 | imagenet | comb_6 | vit | rnd_search | 357.514 | 381.682 | 0 | 41.7828 | 0 |
|
17 |
+
| 14 | 0.801644 | 8 | 0 | imagenet | comb_6 | vit | rnd_search | 357.514 | 381.682 | 0 | 46.243 | 0 |
|
18 |
+
| 15 | 0.799589 | 5 | 0 | imagenet | woq | vit | fixed | 357.588 | 381.682 | 0 | 21.1096 | 0 |
|
19 |
+
| 16 | 0.805755 | 6 | 0 | imagenet | woq | vit | fixed | 357.588 | 381.682 | 0 | 26.1351 | 0 |
|
20 |
+
| 17 | 0.801644 | 8 | 0 | imagenet | woq | vit | fixed | 357.588 | 381.682 | 0 | 42.6371 | 0 |
|
21 |
+
| 18 | 0.799589 | 7 | 0 | imagenet | woq | vit | fixed | 357.588 | 381.682 | 0 | 44.5434 | 0 |
|
22 |
+
| 19 | 0.789311 | 4 | 0 | imagenet | woq | vit | fixed | 357.588 | 381.682 | 0 | 81.0387 | 0 |
|
23 |
+
| 20 | 0 | 4 | 0 | imagenet | comb_14 | vit | rnd_search | 357.914 | 381.682 | 0 | 31.1358 | 0 |
|
24 |
+
| 21 | 0 | 5 | 0 | imagenet | comb_14 | vit | rnd_search | 357.914 | 381.682 | 0 | 31.1358 | 0 |
|
25 |
+
| 22 | 0 | 6 | 0 | imagenet | comb_14 | vit | rnd_search | 357.914 | 381.682 | 0 | 31.1358 | 0 |
|
26 |
+
| 23 | 0 | 7 | 0 | imagenet | comb_14 | vit | rnd_search | 357.914 | 381.682 | 0 | 31.1358 | 0 |
|
27 |
+
| 24 | 0 | 8 | 0 | imagenet | comb_14 | vit | rnd_search | 357.914 | 381.682 | 0 | 31.1358 | 0 |
|
28 |
+
| 25 | 0 | 4 | 0 | imagenet | comb_0 | vit | rnd_search | 357.914 | 381.682 | 0 | 31.8388 | 0 |
|
29 |
+
| 26 | 0 | 5 | 0 | imagenet | comb_0 | vit | rnd_search | 357.914 | 381.682 | 0 | 31.8388 | 0 |
|
30 |
+
| 27 | 0 | 6 | 0 | imagenet | comb_0 | vit | rnd_search | 357.914 | 381.682 | 0 | 31.8388 | 0 |
|
31 |
+
| 28 | 0 | 7 | 0 | imagenet | comb_0 | vit | rnd_search | 357.914 | 381.682 | 0 | 31.8388 | 0 |
|
32 |
+
| 29 | 0 | 8 | 0 | imagenet | comb_0 | vit | rnd_search | 357.914 | 381.682 | 0 | 31.8388 | 0 |
|
33 |
+
| 30 | 0 | 4 | 0 | imagenet | comb_12 | vit | rnd_search | 357.914 | 381.682 | 0 | 33.2032 | 0 |
|
34 |
+
| 31 | 0 | 5 | 0 | imagenet | comb_12 | vit | rnd_search | 357.914 | 381.682 | 0 | 33.2032 | 0 |
|
35 |
+
| 32 | 0 | 6 | 0 | imagenet | comb_12 | vit | rnd_search | 357.914 | 381.682 | 0 | 33.2032 | 0 |
|
36 |
+
| 33 | 0 | 7 | 0 | imagenet | comb_12 | vit | rnd_search | 357.914 | 381.682 | 0 | 33.2032 | 0 |
|
37 |
+
| 34 | 0 | 8 | 0 | imagenet | comb_12 | vit | rnd_search | 357.914 | 381.682 | 0 | 33.2032 | 0 |
|
38 |
+
| 35 | 0 | 4 | 0 | imagenet | comb_16 | vit | rnd_search | 357.914 | 381.682 | 0 | 34.1717 | 0 |
|
39 |
+
| 36 | 0 | 5 | 0 | imagenet | comb_16 | vit | rnd_search | 357.914 | 381.682 | 0 | 34.1717 | 0 |
|
40 |
+
| 37 | 0 | 6 | 0 | imagenet | comb_16 | vit | rnd_search | 357.914 | 381.682 | 0 | 34.1717 | 0 |
|
41 |
+
| 38 | 0 | 7 | 0 | imagenet | comb_16 | vit | rnd_search | 357.914 | 381.682 | 0 | 34.1717 | 0 |
|
42 |
+
| 39 | 0 | 8 | 0 | imagenet | comb_16 | vit | rnd_search | 357.914 | 381.682 | 0 | 34.1717 | 0 |
|
43 |
+
| 40 | 0 | 4 | 0 | imagenet | comb_5 | vit | rnd_search | 357.914 | 381.682 | 0 | 36.5021 | 0 |
|
44 |
+
| 41 | 0 | 5 | 0 | imagenet | comb_5 | vit | rnd_search | 357.914 | 381.682 | 0 | 36.5021 | 0 |
|
45 |
+
| 42 | 0 | 6 | 0 | imagenet | comb_5 | vit | rnd_search | 357.914 | 381.682 | 0 | 36.5021 | 0 |
|
46 |
+
| 43 | 0 | 7 | 0 | imagenet | comb_5 | vit | rnd_search | 357.914 | 381.682 | 0 | 36.5021 | 0 |
|
47 |
+
| 44 | 0 | 8 | 0 | imagenet | comb_5 | vit | rnd_search | 357.914 | 381.682 | 0 | 36.5021 | 0 |
|
48 |
+
| 45 | 0 | 4 | 0 | imagenet | comb_8 | vit | rnd_search | 357.914 | 381.682 | 0 | 38.8147 | 0 |
|
49 |
+
| 46 | 0 | 5 | 0 | imagenet | comb_8 | vit | rnd_search | 357.914 | 381.682 | 0 | 38.8147 | 0 |
|
50 |
+
| 47 | 0 | 6 | 0 | imagenet | comb_8 | vit | rnd_search | 357.914 | 381.682 | 0 | 38.8147 | 0 |
|
51 |
+
| 48 | 0 | 7 | 0 | imagenet | comb_8 | vit | rnd_search | 357.914 | 381.682 | 0 | 38.8147 | 0 |
|
52 |
+
| 49 | 0 | 8 | 0 | imagenet | comb_8 | vit | rnd_search | 357.914 | 381.682 | 0 | 38.8147 | 0 |
|
53 |
+
| 50 | 0 | 4 | 0 | imagenet | comb_11 | vit | rnd_search | 357.914 | 381.682 | 0 | 54.3209 | 0 |
|
54 |
+
| 51 | 0 | 4 | 0 | imagenet | comb_13 | vit | rnd_search | 357.914 | 381.682 | 0 | 54.3937 | 0 |
|
55 |
+
| 52 | 0 | 5 | 0 | imagenet | comb_13 | vit | rnd_search | 357.914 | 381.682 | 0 | 54.3937 | 0 |
|
56 |
+
| 53 | 0 | 6 | 0 | imagenet | comb_13 | vit | rnd_search | 357.914 | 381.682 | 0 | 54.3937 | 0 |
|
57 |
+
| 54 | 0 | 7 | 0 | imagenet | comb_13 | vit | rnd_search | 357.914 | 381.682 | 0 | 54.3937 | 0 |
|
58 |
+
| 55 | 0 | 8 | 0 | imagenet | comb_13 | vit | rnd_search | 357.914 | 381.682 | 0 | 54.3937 | 0 |
|
59 |
+
| 56 | 0 | 4 | 0 | imagenet | comb_9 | vit | rnd_search | 357.914 | 381.682 | 0 | 56.3639 | 0 |
|
60 |
+
| 57 | 0 | 5 | 0 | imagenet | comb_9 | vit | rnd_search | 357.914 | 381.682 | 0 | 56.3639 | 0 |
|
61 |
+
| 58 | 0 | 6 | 0 | imagenet | comb_9 | vit | rnd_search | 357.914 | 381.682 | 0 | 56.3639 | 0 |
|
62 |
+
| 59 | 0 | 7 | 0 | imagenet | comb_9 | vit | rnd_search | 357.914 | 381.682 | 0 | 56.3639 | 0 |
|
63 |
+
| 60 | 0 | 8 | 0 | imagenet | comb_9 | vit | rnd_search | 357.914 | 381.682 | 0 | 56.3639 | 0 |
|
64 |
+
| 61 | 0 | 4 | 0 | imagenet | comb_18 | vit | rnd_search | 357.914 | 381.682 | 0 | 66.7677 | 0 |
|
65 |
+
| 62 | 0 | 5 | 0 | imagenet | comb_18 | vit | rnd_search | 357.914 | 381.682 | 0 | 66.7677 | 0 |
|
66 |
+
| 63 | 0 | 6 | 0 | imagenet | comb_18 | vit | rnd_search | 357.914 | 381.682 | 0 | 66.7677 | 0 |
|
67 |
+
| 64 | 0 | 7 | 0 | imagenet | comb_18 | vit | rnd_search | 357.914 | 381.682 | 0 | 66.7677 | 0 |
|
68 |
+
| 65 | 0 | 8 | 0 | imagenet | comb_18 | vit | rnd_search | 357.914 | 381.682 | 0 | 66.7677 | 0 |
|
69 |
+
| 66 | 0 | 4 | 0 | imagenet | comb_4 | vit | rnd_search | 357.914 | 381.682 | 0 | 73.4363 | 0 |
|
70 |
+
| 67 | 0 | 5 | 0 | imagenet | comb_4 | vit | rnd_search | 357.914 | 381.682 | 0 | 73.4363 | 0 |
|
71 |
+
| 68 | 0 | 6 | 0 | imagenet | comb_4 | vit | rnd_search | 357.914 | 381.682 | 0 | 73.4363 | 0 |
|
72 |
+
| 69 | 0 | 7 | 0 | imagenet | comb_4 | vit | rnd_search | 357.914 | 381.682 | 0 | 73.4363 | 0 |
|
73 |
+
| 70 | 0 | 8 | 0 | imagenet | comb_4 | vit | rnd_search | 357.914 | 381.682 | 0 | 73.4363 | 0 |
|
74 |
+
| 71 | 0.7852 | 6 | 0 | imagenet | comb_11 | vit | rnd_search | 358.407 | 383.779 | 0 | 32.3474 | 0 |
|
75 |
+
| 72 | 0.662898 | 5 | 0 | imagenet | comb_11 | vit | rnd_search | 358.407 | 383.779 | 0 | 38.4141 | 0 |
|
76 |
+
| 73 | 0.796506 | 8 | 0 | imagenet | comb_11 | vit | rnd_search | 358.407 | 383.779 | 0 | 51.9419 | 0 |
|
77 |
+
| 74 | 0.793422 | 7 | 0 | imagenet | comb_11 | vit | rnd_search | 358.407 | 383.779 | 0 | 53.3432 | 0 |
|
78 |
+
| 75 | 0 | 4 | 0 | imagenet | comb_17 | vit | rnd_search | 378.886 | 398.459 | 0 | 67.9436 | 0 |
|
79 |
+
| 76 | 0 | 5 | 0 | imagenet | comb_17 | vit | rnd_search | 378.886 | 398.459 | 0 | 67.9436 | 0 |
|
80 |
+
| 77 | 0 | 6 | 0 | imagenet | comb_17 | vit | rnd_search | 378.886 | 398.459 | 0 | 67.9436 | 0 |
|
81 |
+
| 78 | 0 | 7 | 0 | imagenet | comb_17 | vit | rnd_search | 378.886 | 398.459 | 0 | 67.9436 | 0 |
|
82 |
+
| 79 | 0 | 8 | 0 | imagenet | comb_17 | vit | rnd_search | 378.886 | 398.459 | 0 | 67.9436 | 0 |
|
83 |
+
| 80 | 0 | 4 | 0 | imagenet | comb_7 | vit | rnd_search | 325.228 | 400.556 | 0 | 0.115089 | 0 |
|
84 |
+
| 81 | 0 | 5 | 0 | imagenet | comb_7 | vit | rnd_search | 325.228 | 400.556 | 0 | 0.115089 | 0 |
|
85 |
+
| 82 | 0 | 6 | 0 | imagenet | comb_7 | vit | rnd_search | 325.228 | 400.556 | 0 | 0.115089 | 0 |
|
86 |
+
| 83 | 0 | 7 | 0 | imagenet | comb_7 | vit | rnd_search | 325.228 | 400.556 | 0 | 0.115089 | 0 |
|
87 |
+
| 84 | 0 | 8 | 0 | imagenet | comb_7 | vit | rnd_search | 325.228 | 400.556 | 0 | 0.115089 | 0 |
|
88 |
+
| 85 | 0 | 4 | 0 | imagenet | comb_1 | vit | rnd_search | 325.228 | 400.556 | 0 | 0.116159 | 0 |
|
89 |
+
| 86 | 0 | 5 | 0 | imagenet | comb_1 | vit | rnd_search | 325.228 | 400.556 | 0 | 0.116159 | 0 |
|
90 |
+
| 87 | 0 | 6 | 0 | imagenet | comb_1 | vit | rnd_search | 325.228 | 400.556 | 0 | 0.116159 | 0 |
|
91 |
+
| 88 | 0 | 7 | 0 | imagenet | comb_1 | vit | rnd_search | 325.228 | 400.556 | 0 | 0.116159 | 0 |
|
92 |
+
| 89 | 0 | 8 | 0 | imagenet | comb_1 | vit | rnd_search | 325.228 | 400.556 | 0 | 0.116159 | 0 |
|
93 |
+
| 90 | 0.800617 | 32 | 0 | imagenet | base | vit | ---- | 1235.24 | 1256.19 | 0 | 52.2689 | 0 |
|