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arch_info.csv
1 | model | image_size | image_width | text_width | embed_dim | gmacs | macts | mparams | image_gmacs | image_macts | image_mparams | text_gmacs | text_macts | text_mparams |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | ViT-S-32-alt | 224 | 384 | 256 | 256 | 1.78 | 4.71 | 43.22 | 1.15 | 2.5 | 22.59 | 0.64 | 2.21 | 20.63 |
3 | ViT-S-32 | 224 | 384 | 384 | 384 | 2.84 | 6.48 | 63.09 | 1.15 | 2.5 | 22.64 | 1.69 | 3.98 | 40.44 |
4 | ViT-M-32-alt | 224 | 512 | 384 | 384 | 3.69 | 7.31 | 80.07 | 2.0 | 3.34 | 39.63 | 1.69 | 3.98 | 40.44 |
5 | ViT-M-32 | 224 | 512 | 512 | 512 | 4.98 | 8.64 | 103.12 | 2.0 | 3.34 | 39.69 | 2.98 | 5.3 | 63.43 |
6 | ViT-B-32 | 224 | 768 | 512 | 512 | 7.4 | 10.31 | 151.28 | 4.41 | 5.01 | 87.85 | 2.98 | 5.3 | 63.43 |
7 | ViT-S-16-alt | 224 | 384 | 256 | 256 | 5.25 | 14.16 | 42.4 | 4.61 | 11.95 | 21.76 | 0.64 | 2.21 | 20.63 |
8 | ViT-S-16 | 224 | 384 | 384 | 384 | 6.3 | 15.92 | 62.26 | 4.61 | 11.95 | 21.81 | 1.69 | 3.98 | 40.44 |
9 | RN50 | 224 | 64 | 512 | 1024 | 9.12 | 18.29 | 102.01 | 6.14 | 12.98 | 38.32 | 2.98 | 5.3 | 63.69 |
10 | ViT-M-16-alt | 224 | 512 | 384 | 384 | 9.7 | 19.91 | 78.98 | 8.0 | 15.93 | 38.53 | 1.69 | 3.98 | 40.44 |
11 | ViT-M-16 | 224 | 512 | 512 | 512 | 10.99 | 21.23 | 102.02 | 8.0 | 15.93 | 38.59 | 2.98 | 5.3 | 63.43 |
12 | RN101 | 224 | 64 | 512 | 512 | 12.79 | 23.38 | 119.69 | 9.81 | 18.08 | 56.26 | 2.98 | 5.3 | 63.43 |
13 | ViT-B-16 | 224 | 768 | 512 | 512 | 20.57 | 29.2 | 149.62 | 17.58 | 23.9 | 86.19 | 2.98 | 5.3 | 63.43 |
14 | ViT-B-16-plus | 224 | 896 | 640 | 640 | 28.41 | 34.5 | 208.35 | 23.77 | 27.88 | 117.19 | 4.64 | 6.63 | 91.16 |
15 | ViT-B-16-plus-240 | 240 | 896 | 640 | 640 | 32.05 | 39.71 | 208.38 | 27.41 | 33.08 | 117.21 | 4.64 | 6.63 | 91.16 |
16 | RN50x4 | 288 | 80 | 640 | 640 | 25.99 | 41.9 | 178.3 | 21.35 | 35.27 | 87.14 | 4.64 | 6.63 | 91.16 |
17 | ViT-L-16 | 224 | 1024 | 768 | 768 | 68.26 | 71.47 | 427.74 | 61.6 | 63.52 | 304.09 | 6.66 | 7.95 | 123.65 |
18 | ViT-L-14 | 224 | 1024 | 768 | 768 | 87.73 | 96.74 | 427.62 | 81.08 | 88.79 | 303.97 | 6.66 | 7.95 | 123.65 |
19 | RN50x16 | 384 | 96 | 768 | 768 | 81.55 | 111.49 | 290.98 | 74.9 | 103.54 | 167.33 | 6.66 | 7.95 | 123.65 |
20 | ViT-H-16 | 224 | 1280 | 1024 | 1024 | 150.96 | 122.01 | 986.26 | 127.4 | 100.81 | 632.23 | 23.57 | 21.2 | 354.03 |
21 | ViT-H-14 | 224 | 1280 | 1024 | 1024 | 190.97 | 160.61 | 986.11 | 167.4 | 139.41 | 632.08 | 23.57 | 21.2 | 354.03 |
22 | ViT-g-14 | 224 | 1408 | 1024 | 1024 | 290.74 | 213.84 | 1366.68 | 267.18 | 192.64 | 1012.65 | 23.57 | 21.2 | 354.03 |
23 | ViT-L-14-336 | 336 | 1024 | 768 | 768 | 197.76 | 278.19 | 427.94 | 191.1 | 270.24 | 304.29 | 6.66 | 7.95 | 123.65 |
24 | ViT-G-14 | 224 | 1664 | 1280 | 1280 | 532.92 | 310.71 | 2539.57 | 483.96 | 275.37 | 1844.91 | 48.96 | 35.34 | 694.66 |
25 | ViT-H-14-336 | 336 | 1280 | 1024 | 1024 | 414.53 | 428.74 | 986.52 | 390.97 | 407.54 | 632.49 | 23.57 | 21.2 | 354.03 |
26 | ViT-e-14 | 224 | 1792 | 1280 | 1280 | 1046.02 | 475.2 | 4581.09 | 990.94 | 435.44 | 3807.72 | 55.08 | 39.75 | 773.37 |
27 | ViT-g-14-336 | 336 | 1408 | 1024 | 1024 | 644.21 | 571.87 | 1367.13 | 620.65 | 550.67 | 1013.1 | 23.57 | 21.2 | 354.03 |
28 | ViT-G-14-336 | 336 | 1664 | 1280 | 1280 | 1165.0 | 795.39 | 2540.1 | 1116.04 | 760.05 | 1845.44 | 48.96 | 35.34 | 694.66 |
29 | ViT-e-14-336 | 336 | 1792 | 1280 | 1280 | 2316.93 | 1182.82 | 4581.66 | 2261.85 | 1143.07 | 3808.29 | 55.08 | 39.75 | 773.37 |