|
| | accuracy | bits | clip | dataset | method | model | params | peak_mem_alloc_mb | peak_mem_reserv_mb | perplexity | time_ms | wer | |
|
|---:|-----------:|-------:|-------:|:----------|:---------|:--------|:-----------------|--------------------:|---------------------:|-------------:|----------:|------:| |
|
| 0 | 0.7955 | 4 | 0 | imagenet | ao_woq | vit | fixed | 180.84 | 411.042 | 0 | 22.0774 | 0 | |
|
| 1 | 0.8016 | 8 | 0 | imagenet | ao_woq | vit | fixed | 341.33 | 486.539 | 0 | 46.9142 | 0 | |
|
| 2 | 0 | 4 | 0 | imagenet | comb_5 | vit | rnd_search_t_cos | 355.972 | 511.705 | 0 | 41.2857 | 0 | |
|
| 3 | 0 | 5 | 0 | imagenet | comb_5 | vit | rnd_search_t_cos | 355.972 | 511.705 | 0 | 41.2857 | 0 | |
|
| 4 | 0 | 6 | 0 | imagenet | comb_5 | vit | rnd_search_t_cos | 355.972 | 511.705 | 0 | 41.2857 | 0 | |
|
| 5 | 0 | 7 | 0 | imagenet | comb_5 | vit | rnd_search_t_cos | 355.972 | 511.705 | 0 | 41.2857 | 0 | |
|
| 6 | 0 | 8 | 0 | imagenet | comb_5 | vit | rnd_search_t_cos | 355.972 | 511.705 | 0 | 41.2857 | 0 | |
|
| 7 | 0 | 4 | 0 | imagenet | comb_17 | vit | rnd_search_t_cos | 355.972 | 511.705 | 0 | 70.542 | 0 | |
|
| 8 | 0 | 5 | 0 | imagenet | comb_17 | vit | rnd_search_t_cos | 355.972 | 511.705 | 0 | 70.542 | 0 | |
|
| 9 | 0 | 6 | 0 | imagenet | comb_17 | vit | rnd_search_t_cos | 355.972 | 511.705 | 0 | 70.542 | 0 | |
|
| 10 | 0 | 7 | 0 | imagenet | comb_17 | vit | rnd_search_t_cos | 355.972 | 511.705 | 0 | 70.542 | 0 | |
|
| 11 | 0 | 8 | 0 | imagenet | comb_17 | vit | rnd_search_t_cos | 355.972 | 511.705 | 0 | 70.542 | 0 | |
|
| 12 | 0.7986 | 6 | 0 | imagenet | comb_15 | vit | rnd_search_t_cos | 356.465 | 511.705 | 0 | 18.4076 | 0 | |
|
| 13 | 0.7986 | 5 | 0 | imagenet | comb_15 | vit | rnd_search_t_cos | 356.465 | 511.705 | 0 | 39.2246 | 0 | |
|
| 14 | 0.8016 | 8 | 0 | imagenet | comb_15 | vit | rnd_search_t_cos | 356.465 | 511.705 | 0 | 47.1052 | 0 | |
|
| 15 | 0.7996 | 7 | 0 | imagenet | comb_15 | vit | rnd_search_t_cos | 356.465 | 511.705 | 0 | 54.4575 | 0 | |
|
| 16 | 0.7975 | 4 | 0 | imagenet | comb_15 | vit | rnd_search_t_cos | 356.465 | 511.705 | 0 | 55.3632 | 0 | |
|
| 17 | 0.8016 | 8 | 0 | imagenet | woq | vit | fixed | 356.539 | 511.705 | 0 | 20.3098 | 0 | |
|
| 18 | 0.8058 | 6 | 0 | imagenet | woq | vit | fixed | 356.539 | 511.705 | 0 | 20.474 | 0 | |
|
| 19 | 0.7996 | 7 | 0 | imagenet | woq | vit | fixed | 356.539 | 511.705 | 0 | 21.9882 | 0 | |
|
| 20 | 0.7893 | 4 | 0 | imagenet | woq | vit | fixed | 356.539 | 511.705 | 0 | 25.2353 | 0 | |
|
| 21 | 0.7996 | 5 | 0 | imagenet | woq | vit | fixed | 356.539 | 511.705 | 0 | 32.9601 | 0 | |
|
| 22 | 0 | 4 | 0 | imagenet | comb_12 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 30.7004 | 0 | |
|
| 23 | 0 | 5 | 0 | imagenet | comb_12 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 30.7004 | 0 | |
|
| 24 | 0 | 6 | 0 | imagenet | comb_12 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 30.7004 | 0 | |
|
| 25 | 0 | 7 | 0 | imagenet | comb_12 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 30.7004 | 0 | |
|
| 26 | 0 | 8 | 0 | imagenet | comb_12 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 30.7004 | 0 | |
|
| 27 | 0 | 4 | 0 | imagenet | comb_18 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 43.7104 | 0 | |
|
| 28 | 0 | 5 | 0 | imagenet | comb_18 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 43.7104 | 0 | |
|
| 29 | 0 | 6 | 0 | imagenet | comb_18 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 43.7104 | 0 | |
|
| 30 | 0 | 7 | 0 | imagenet | comb_18 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 43.7104 | 0 | |
|
| 31 | 0 | 8 | 0 | imagenet | comb_18 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 43.7104 | 0 | |
|
| 32 | 0 | 4 | 0 | imagenet | comb_10 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 65.5909 | 0 | |
|
| 33 | 0 | 5 | 0 | imagenet | comb_10 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 65.5909 | 0 | |
|
| 34 | 0 | 6 | 0 | imagenet | comb_10 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 65.5909 | 0 | |
|
| 35 | 0 | 7 | 0 | imagenet | comb_10 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 65.5909 | 0 | |
|
| 36 | 0 | 8 | 0 | imagenet | comb_10 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 65.5909 | 0 | |
|
| 37 | 0 | 4 | 0 | imagenet | comb_8 | vit | rnd_search_t_cos | 356.865 | 511.705 | 0 | 83.166 | 0 | |
|
| 38 | 0.1778 | 4 | 0 | imagenet | comb_6 | vit | rnd_search_t_cos | 356.883 | 511.705 | 0 | 31.796 | 0 | |
|
| 39 | 0.7986 | 5 | 0 | imagenet | comb_6 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 30.1639 | 0 | |
|
| 40 | 0.7965 | 6 | 0 | imagenet | comb_1 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 30.6993 | 0 | |
|
| 41 | 0.7924 | 5 | 0 | imagenet | comb_8 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 30.7184 | 0 | |
|
| 42 | 0.8006 | 7 | 0 | imagenet | comb_8 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 31.1564 | 0 | |
|
| 43 | 0.8006 | 7 | 0 | imagenet | comb_4 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 31.1918 | 0 | |
|
| 44 | 0.8027 | 6 | 0 | imagenet | comb_4 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 31.2353 | 0 | |
|
| 45 | 0.7945 | 5 | 0 | imagenet | comb_1 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 31.9295 | 0 | |
|
| 46 | 0.7975 | 5 | 0 | imagenet | comb_4 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 32.0325 | 0 | |
|
| 47 | 0.7996 | 7 | 0 | imagenet | comb_6 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 32.4201 | 0 | |
|
| 48 | 0.7996 | 7 | 0 | imagenet | comb_16 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 33.3394 | 0 | |
|
| 49 | 0.7996 | 8 | 0 | imagenet | comb_1 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 33.3772 | 0 | |
|
| 50 | 0.7965 | 4 | 0 | imagenet | comb_1 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 33.5106 | 0 | |
|
| 51 | 0.8016 | 6 | 0 | imagenet | comb_16 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 34.9856 | 0 | |
|
| 52 | 0.7975 | 6 | 0 | imagenet | comb_8 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 35.0376 | 0 | |
|
| 53 | 0.8006 | 8 | 0 | imagenet | comb_8 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 35.199 | 0 | |
|
| 54 | 0.8006 | 8 | 0 | imagenet | comb_16 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 49.3306 | 0 | |
|
| 55 | 0.8016 | 7 | 0 | imagenet | comb_1 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 52.3674 | 0 | |
|
| 56 | 0.7996 | 5 | 0 | imagenet | comb_16 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 58.8126 | 0 | |
|
| 57 | 0.8006 | 8 | 0 | imagenet | comb_4 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 67.3376 | 0 | |
|
| 58 | 0.7975 | 4 | 0 | imagenet | comb_16 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 77.0306 | 0 | |
|
| 59 | 0.8006 | 8 | 0 | imagenet | comb_6 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 105.019 | 0 | |
|
| 60 | 0.7996 | 6 | 0 | imagenet | comb_6 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 112.597 | 0 | |
|
| 61 | 0.7986 | 4 | 0 | imagenet | comb_4 | vit | rnd_search_t_cos | 357.358 | 513.802 | 0 | 113.355 | 0 | |
|
| 62 | 0 | 4 | 0 | imagenet | comb_3 | vit | rnd_search_t_cos | 329.082 | 515.899 | 0 | 0.0432 | 0 | |
|
| 63 | 0 | 5 | 0 | imagenet | comb_3 | vit | rnd_search_t_cos | 329.082 | 515.899 | 0 | 0.0432 | 0 | |
|
| 64 | 0 | 6 | 0 | imagenet | comb_3 | vit | rnd_search_t_cos | 329.082 | 515.899 | 0 | 0.0432 | 0 | |
|
| 65 | 0 | 7 | 0 | imagenet | comb_3 | vit | rnd_search_t_cos | 329.082 | 515.899 | 0 | 0.0432 | 0 | |
|
| 66 | 0 | 8 | 0 | imagenet | comb_3 | vit | rnd_search_t_cos | 329.082 | 515.899 | 0 | 0.0432 | 0 | |
|
| 67 | 0 | 4 | 0 | imagenet | comb_11 | vit | rnd_search_t_cos | 329.082 | 515.899 | 0 | 0.0441 | 0 | |
|
| 68 | 0 | 5 | 0 | imagenet | comb_11 | vit | rnd_search_t_cos | 329.082 | 515.899 | 0 | 0.0441 | 0 | |
|
| 69 | 0 | 6 | 0 | imagenet | comb_11 | vit | rnd_search_t_cos | 329.082 | 515.899 | 0 | 0.0441 | 0 | |
|
| 70 | 0 | 7 | 0 | imagenet | comb_11 | vit | rnd_search_t_cos | 329.082 | 515.899 | 0 | 0.0441 | 0 | |
|
| 71 | 0 | 8 | 0 | imagenet | comb_11 | vit | rnd_search_t_cos | 329.082 | 515.899 | 0 | 0.0441 | 0 | |
|
| 72 | 0.8006 | 32 | 0 | imagenet | base | vit | ---- | 1235.24 | 1256.19 | 0 | 49.378 | 0 | |