results/results.txt

|     |   accuracy |   bits |   clip | dataset   | method   | model   | params            |   peak_mem_alloc_mb |   peak_mem_reserv_mb |   perplexity |    time_ms |   wer |
|----:|-----------:|-------:|-------:|:----------|:---------|:--------|:------------------|--------------------:|---------------------:|-------------:|-----------:|------:|
|   0 |   0        |      4 |      0 | imagenet  | comb_10  | vit     | ones_affine_scale |             357.021 |              381.682 |            0 |  43.0327   |     0 |
|   1 |   0        |      5 |      0 | imagenet  | comb_10  | vit     | ones_affine_scale |             357.021 |              381.682 |            0 |  43.0327   |     0 |
|   2 |   0        |      6 |      0 | imagenet  | comb_10  | vit     | ones_affine_scale |             357.021 |              381.682 |            0 |  43.0327   |     0 |
|   3 |   0        |      7 |      0 | imagenet  | comb_10  | vit     | ones_affine_scale |             357.021 |              381.682 |            0 |  43.0327   |     0 |
|   4 |   0        |      8 |      0 | imagenet  | comb_10  | vit     | ones_affine_scale |             357.021 |              381.682 |            0 |  43.0327   |     0 |
|   5 |   0        |      4 |      0 | imagenet  | comb_2   | vit     | ones_affine_scale |             357.021 |              381.682 |            0 |  48.3336   |     0 |
|   6 |   0        |      5 |      0 | imagenet  | comb_2   | vit     | ones_affine_scale |             357.021 |              381.682 |            0 |  48.3336   |     0 |
|   7 |   0        |      6 |      0 | imagenet  | comb_2   | vit     | ones_affine_scale |             357.021 |              381.682 |            0 |  48.3336   |     0 |
|   8 |   0        |      7 |      0 | imagenet  | comb_2   | vit     | ones_affine_scale |             357.021 |              381.682 |            0 |  48.3336   |     0 |
|   9 |   0        |      8 |      0 | imagenet  | comb_2   | vit     | ones_affine_scale |             357.021 |              381.682 |            0 |  48.3336   |     0 |
|  10 |   0        |      4 |      0 | imagenet  | comb_10  | vit     | rnd_affine_scale  |             357.021 |              381.682 |            0 |  50.7674   |     0 |
|  11 |   0        |      5 |      0 | imagenet  | comb_10  | vit     | rnd_affine_scale  |             357.021 |              381.682 |            0 |  50.7674   |     0 |
|  12 |   0        |      6 |      0 | imagenet  | comb_10  | vit     | rnd_affine_scale  |             357.021 |              381.682 |            0 |  50.7674   |     0 |
|  13 |   0        |      7 |      0 | imagenet  | comb_10  | vit     | rnd_affine_scale  |             357.021 |              381.682 |            0 |  50.7674   |     0 |
|  14 |   0        |      8 |      0 | imagenet  | comb_10  | vit     | rnd_affine_scale  |             357.021 |              381.682 |            0 |  50.7674   |     0 |
|  15 |   0        |      4 |      0 | imagenet  | comb_4   | vit     | rnd_affine_scale  |             357.021 |              381.682 |            0 |  64.7886   |     0 |
|  16 |   0        |      5 |      0 | imagenet  | comb_4   | vit     | rnd_affine_scale  |             357.021 |              381.682 |            0 |  64.7886   |     0 |
|  17 |   0        |      6 |      0 | imagenet  | comb_4   | vit     | rnd_affine_scale  |             357.021 |              381.682 |            0 |  64.7886   |     0 |
|  18 |   0        |      7 |      0 | imagenet  | comb_4   | vit     | rnd_affine_scale  |             357.021 |              381.682 |            0 |  64.7886   |     0 |
|  19 |   0        |      8 |      0 | imagenet  | comb_4   | vit     | rnd_affine_scale  |             357.021 |              381.682 |            0 |  64.7886   |     0 |
|  20 |   0.805755 |      6 |      0 | imagenet  | comb_7   | vit     | rnd_affine_scale  |             357.514 |              381.682 |            0 |  18.2552   |     0 |
|  21 |   0.799589 |      7 |      0 | imagenet  | comb_7   | vit     | rnd_affine_scale  |             357.514 |              381.682 |            0 |  38.4153   |     0 |
|  22 |   0.801644 |      8 |      0 | imagenet  | comb_7   | vit     | rnd_affine_scale  |             357.514 |              381.682 |            0 |  52.7992   |     0 |
|  23 |   0.790339 |      4 |      0 | imagenet  | comb_7   | vit     | rnd_affine_scale  |             357.514 |              381.682 |            0 |  54.9966   |     0 |
|  24 |   0.799589 |      5 |      0 | imagenet  | comb_7   | vit     | rnd_affine_scale  |             357.514 |              381.682 |            0 |  65.5733   |     0 |
|  25 |   0.799589 |      7 |      0 | imagenet  | woq      | vit     | fixed             |             357.588 |              381.682 |            0 |  19.4701   |     0 |
|  26 |   0.801644 |      8 |      0 | imagenet  | woq      | vit     | fixed             |             357.588 |              381.682 |            0 |  19.6091   |     0 |
|  27 |   0.789311 |      4 |      0 | imagenet  | woq      | vit     | fixed             |             357.588 |              381.682 |            0 |  20.3097   |     0 |
|  28 |   0.799589 |      5 |      0 | imagenet  | woq      | vit     | fixed             |             357.588 |              381.682 |            0 |  63.0427   |     0 |
|  29 |   0.805755 |      6 |      0 | imagenet  | woq      | vit     | fixed             |             357.588 |              381.682 |            0 |  63.4377   |     0 |
|  30 |   0        |      4 |      0 | imagenet  | comb_16  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  29.3769   |     0 |
|  31 |   0        |      5 |      0 | imagenet  | comb_16  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  29.3769   |     0 |
|  32 |   0        |      6 |      0 | imagenet  | comb_16  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  29.3769   |     0 |
|  33 |   0        |      7 |      0 | imagenet  | comb_16  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  29.3769   |     0 |
|  34 |   0        |      8 |      0 | imagenet  | comb_16  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  29.3769   |     0 |
|  35 |   0        |      4 |      0 | imagenet  | comb_15  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  31.1222   |     0 |
|  36 |   0        |      5 |      0 | imagenet  | comb_15  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  31.1222   |     0 |
|  37 |   0        |      6 |      0 | imagenet  | comb_15  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  31.1222   |     0 |
|  38 |   0        |      7 |      0 | imagenet  | comb_15  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  31.1222   |     0 |
|  39 |   0        |      8 |      0 | imagenet  | comb_15  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  31.1222   |     0 |
|  40 |   0        |      4 |      0 | imagenet  | comb_5   | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  31.6207   |     0 |
|  41 |   0        |      5 |      0 | imagenet  | comb_5   | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  31.6207   |     0 |
|  42 |   0        |      6 |      0 | imagenet  | comb_5   | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  31.6207   |     0 |
|  43 |   0        |      7 |      0 | imagenet  | comb_5   | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  31.6207   |     0 |
|  44 |   0        |      8 |      0 | imagenet  | comb_5   | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  31.6207   |     0 |
|  45 |   0        |      4 |      0 | imagenet  | comb_4   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  32.7851   |     0 |
|  46 |   0        |      5 |      0 | imagenet  | comb_4   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  32.7851   |     0 |
|  47 |   0        |      6 |      0 | imagenet  | comb_4   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  32.7851   |     0 |
|  48 |   0        |      7 |      0 | imagenet  | comb_4   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  32.7851   |     0 |
|  49 |   0        |      8 |      0 | imagenet  | comb_4   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  32.7851   |     0 |
|  50 |   0        |      4 |      0 | imagenet  | comb_11  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  33.0477   |     0 |
|  51 |   0        |      5 |      0 | imagenet  | comb_11  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  33.0477   |     0 |
|  52 |   0        |      6 |      0 | imagenet  | comb_11  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  33.0477   |     0 |
|  53 |   0        |      7 |      0 | imagenet  | comb_11  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  33.0477   |     0 |
|  54 |   0        |      8 |      0 | imagenet  | comb_11  | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  33.0477   |     0 |
|  55 |   0        |      4 |      0 | imagenet  | comb_8   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  33.5886   |     0 |
|  56 |   0        |      5 |      0 | imagenet  | comb_8   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  33.5886   |     0 |
|  57 |   0        |      4 |      0 | imagenet  | comb_9   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  41.8612   |     0 |
|  58 |   0        |      5 |      0 | imagenet  | comb_9   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  41.8612   |     0 |
|  59 |   0        |      6 |      0 | imagenet  | comb_9   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  41.8612   |     0 |
|  60 |   0        |      7 |      0 | imagenet  | comb_9   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  41.8612   |     0 |
|  61 |   0        |      8 |      0 | imagenet  | comb_9   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  41.8612   |     0 |
|  62 |   0        |      4 |      0 | imagenet  | comb_0   | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  48.7298   |     0 |
|  63 |   0        |      4 |      0 | imagenet  | comb_13  | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  54.9779   |     0 |
|  64 |   0        |      5 |      0 | imagenet  | comb_13  | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  54.9779   |     0 |
|  65 |   0        |      6 |      0 | imagenet  | comb_13  | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  54.9779   |     0 |
|  66 |   0        |      7 |      0 | imagenet  | comb_13  | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  54.9779   |     0 |
|  67 |   0        |      8 |      0 | imagenet  | comb_13  | vit     | ones_affine_scale |             357.914 |              381.682 |            0 |  54.9779   |     0 |
|  68 |   0        |      4 |      0 | imagenet  | comb_3   | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  68.4063   |     0 |
|  69 |   0        |      5 |      0 | imagenet  | comb_3   | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  68.4063   |     0 |
|  70 |   0        |      6 |      0 | imagenet  | comb_3   | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  68.4063   |     0 |
|  71 |   0        |      7 |      0 | imagenet  | comb_3   | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  68.4063   |     0 |
|  72 |   0        |      8 |      0 | imagenet  | comb_3   | vit     | rnd_affine_scale  |             357.914 |              381.682 |            0 |  68.4063   |     0 |
|  73 |   0        |      4 |      0 | imagenet  | comb_12  | vit     | ones_affine_scale |             357.914 |              381.682 |            0 | 100.702    |     0 |
|  74 |   0        |      5 |      0 | imagenet  | comb_12  | vit     | ones_affine_scale |             357.914 |              381.682 |            0 | 100.702    |     0 |
|  75 |   0.117647 |      6 |      0 | imagenet  | comb_12  | vit     | ones_affine_scale |             357.917 |              381.682 |            0 |  32.8833   |     0 |
|  76 |   0.181818 |      4 |      0 | imagenet  | comb_14  | vit     | ones_affine_scale |             357.925 |              381.682 |            0 |  29.4964   |     0 |
|  77 |   0.222222 |      4 |      0 | imagenet  | comb_9   | vit     | rnd_affine_scale  |             357.932 |              381.682 |            0 |  30.1578   |     0 |
|  78 |   0.708119 |      5 |      0 | imagenet  | comb_0   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  29.285    |     0 |
|  79 |   0.802672 |      8 |      0 | imagenet  | comb_9   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  29.3703   |     0 |
|  80 |   0.800617 |      6 |      0 | imagenet  | comb_9   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  29.4873   |     0 |
|  81 |   0.800617 |      6 |      0 | imagenet  | comb_14  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  29.6365   |     0 |
|  82 |   0.795478 |      5 |      0 | imagenet  | comb_9   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  29.6595   |     0 |
|  83 |   0.788284 |      4 |      0 | imagenet  | comb_18  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  29.7031   |     0 |
|  84 |   0.799589 |      7 |      0 | imagenet  | comb_18  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  29.7503   |     0 |
|  85 |   0.801644 |      8 |      0 | imagenet  | comb_0   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  29.807    |     0 |
|  86 |   0.798561 |      5 |      0 | imagenet  | comb_14  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  29.8977   |     0 |
|  87 |   0.798561 |      7 |      0 | imagenet  | comb_1   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  30.0581   |     0 |
|  88 |   0.797533 |      5 |      0 | imagenet  | comb_18  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  30.0861   |     0 |
|  89 |   0.799589 |      6 |      0 | imagenet  | comb_0   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  30.1515   |     0 |
|  90 |   0.792395 |      8 |      0 | imagenet  | comb_12  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  30.1583   |     0 |
|  91 |   0.800617 |      5 |      0 | imagenet  | comb_11  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  30.2561   |     0 |
|  92 |   0.801644 |      8 |      0 | imagenet  | comb_18  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  30.3824   |     0 |
|  93 |   0.802672 |      7 |      0 | imagenet  | comb_0   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  30.4828   |     0 |
|  94 |   0.800617 |      7 |      0 | imagenet  | comb_14  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  30.6079   |     0 |
|  95 |   0.800617 |      6 |      0 | imagenet  | comb_1   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  30.6268   |     0 |
|  96 |   0.800617 |      6 |      0 | imagenet  | comb_18  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  30.9283   |     0 |
|  97 |   0.795478 |      5 |      0 | imagenet  | comb_1   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  31.403    |     0 |
|  98 |   0.802672 |      6 |      0 | imagenet  | comb_16  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  31.8496   |     0 |
|  99 |   0.797533 |      5 |      0 | imagenet  | comb_17  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  31.908    |     0 |
| 100 |   0.800617 |      7 |      0 | imagenet  | comb_6   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  32.0545   |     0 |
| 101 |   0.800617 |      7 |      0 | imagenet  | comb_16  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  32.0819   |     0 |
| 102 |   0.797533 |      5 |      0 | imagenet  | comb_16  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  32.1261   |     0 |
| 103 |   0.790339 |      4 |      0 | imagenet  | comb_1   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  32.1997   |     0 |
| 104 |   0.804728 |      6 |      0 | imagenet  | comb_6   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  32.2042   |     0 |
| 105 |   0.804728 |      6 |      0 | imagenet  | comb_11  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  32.4426   |     0 |
| 106 |   0.793422 |      4 |      0 | imagenet  | comb_6   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  32.5629   |     0 |
| 107 |   0.79445  |      4 |      0 | imagenet  | comb_16  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  32.7835   |     0 |
| 108 |   0.786228 |      8 |      0 | imagenet  | comb_17  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  33.0226   |     0 |
| 109 |   0.801644 |      7 |      0 | imagenet  | comb_17  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  33.2102   |     0 |
| 110 |   0.800617 |      6 |      0 | imagenet  | comb_17  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  33.3931   |     0 |
| 111 |   0.801644 |      7 |      0 | imagenet  | comb_11  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  33.5812   |     0 |
| 112 |   0.801644 |      5 |      0 | imagenet  | comb_7   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  33.6671   |     0 |
| 113 |   0.797533 |      5 |      0 | imagenet  | comb_18  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  33.9516   |     0 |
| 114 |   0.800617 |      7 |      0 | imagenet  | comb_7   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  33.9611   |     0 |
| 115 |   0.801644 |      7 |      0 | imagenet  | comb_8   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  34.0547   |     0 |
| 116 |   0.792395 |      4 |      0 | imagenet  | comb_18  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  34.1726   |     0 |
| 117 |   0.793422 |      4 |      0 | imagenet  | comb_7   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  34.2837   |     0 |
| 118 |   0.798561 |      7 |      0 | imagenet  | comb_18  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  34.4529   |     0 |
| 119 |   0.800617 |      8 |      0 | imagenet  | comb_18  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  34.9886   |     0 |
| 120 |   0.801644 |      6 |      0 | imagenet  | comb_18  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  37.0142   |     0 |
| 121 |   0.801644 |      8 |      0 | imagenet  | comb_1   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  41.911    |     0 |
| 122 |   0.8037   |      8 |      0 | imagenet  | comb_8   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  47.0709   |     0 |
| 123 |   0.804728 |      6 |      0 | imagenet  | comb_7   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  48.4716   |     0 |
| 124 |   0.784173 |      6 |      0 | imagenet  | comb_8   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  49.6722   |     0 |
| 125 |   0.7852   |      4 |      0 | imagenet  | comb_17  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  50.0303   |     0 |
| 126 |   0.798561 |      5 |      0 | imagenet  | comb_6   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  54.806    |     0 |
| 127 |   0.800617 |      7 |      0 | imagenet  | comb_14  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  57.0116   |     0 |
| 128 |   0.789311 |      5 |      0 | imagenet  | comb_14  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  57.2589   |     0 |
| 129 |   0.802672 |      8 |      0 | imagenet  | comb_14  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  57.5473   |     0 |
| 130 |   0.800617 |      8 |      0 | imagenet  | comb_6   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  59.491    |     0 |
| 131 |   0.800617 |      8 |      0 | imagenet  | comb_16  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  60.3579   |     0 |
| 132 |   0.801644 |      8 |      0 | imagenet  | comb_11  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  62.3739   |     0 |
| 133 |   0.796506 |      7 |      0 | imagenet  | comb_9   | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  64.519    |     0 |
| 134 |   0.801644 |      8 |      0 | imagenet  | comb_14  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  70.2553   |     0 |
| 135 |   0.801644 |      6 |      0 | imagenet  | comb_14  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  72.0942   |     0 |
| 136 |   0.79445  |      7 |      0 | imagenet  | comb_12  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  79.4028   |     0 |
| 137 |   0.793422 |      4 |      0 | imagenet  | comb_11  | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  79.5124   |     0 |
| 138 |   0.801644 |      8 |      0 | imagenet  | comb_7   | vit     | ones_affine_scale |             358.407 |              383.779 |            0 |  80.055    |     0 |
| 139 |   0.792395 |      4 |      0 | imagenet  | comb_14  | vit     | rnd_affine_scale  |             358.407 |              383.779 |            0 |  80.7182   |     0 |
| 140 |   0        |      4 |      0 | imagenet  | comb_13  | vit     | rnd_affine_scale  |             378.886 |              398.459 |            0 |  68.1191   |     0 |
| 141 |   0        |      5 |      0 | imagenet  | comb_13  | vit     | rnd_affine_scale  |             378.886 |              398.459 |            0 |  68.1191   |     0 |
| 142 |   0        |      6 |      0 | imagenet  | comb_13  | vit     | rnd_affine_scale  |             378.886 |              398.459 |            0 |  68.1191   |     0 |
| 143 |   0        |      7 |      0 | imagenet  | comb_13  | vit     | rnd_affine_scale  |             378.886 |              398.459 |            0 |  68.1191   |     0 |
| 144 |   0        |      8 |      0 | imagenet  | comb_13  | vit     | rnd_affine_scale  |             378.886 |              398.459 |            0 |  68.1191   |     0 |
| 145 |   0        |      4 |      0 | imagenet  | comb_17  | vit     | ones_affine_scale |             378.886 |              398.459 |            0 |  68.4218   |     0 |
| 146 |   0        |      5 |      0 | imagenet  | comb_17  | vit     | ones_affine_scale |             378.886 |              398.459 |            0 |  68.4218   |     0 |
| 147 |   0        |      6 |      0 | imagenet  | comb_17  | vit     | ones_affine_scale |             378.886 |              398.459 |            0 |  68.4218   |     0 |
| 148 |   0        |      7 |      0 | imagenet  | comb_17  | vit     | ones_affine_scale |             378.886 |              398.459 |            0 |  68.4218   |     0 |
| 149 |   0        |      8 |      0 | imagenet  | comb_17  | vit     | ones_affine_scale |             378.886 |              398.459 |            0 |  68.4218   |     0 |
| 150 |   0        |      4 |      0 | imagenet  | comb_6   | vit     | ones_affine_scale |             328.271 |              400.556 |            0 |   0.040469 |     0 |
| 151 |   0        |      5 |      0 | imagenet  | comb_6   | vit     | ones_affine_scale |             328.271 |              400.556 |            0 |   0.040469 |     0 |
| 152 |   0        |      6 |      0 | imagenet  | comb_6   | vit     | ones_affine_scale |             328.271 |              400.556 |            0 |   0.040469 |     0 |
| 153 |   0        |      7 |      0 | imagenet  | comb_6   | vit     | ones_affine_scale |             328.271 |              400.556 |            0 |   0.040469 |     0 |
| 154 |   0        |      8 |      0 | imagenet  | comb_6   | vit     | ones_affine_scale |             328.271 |              400.556 |            0 |   0.040469 |     0 |
| 155 |   0        |      4 |      0 | imagenet  | comb_8   | vit     | rnd_affine_scale  |             328.271 |              400.556 |            0 |   0.04083  |     0 |
| 156 |   0        |      5 |      0 | imagenet  | comb_8   | vit     | rnd_affine_scale  |             328.271 |              400.556 |            0 |   0.04083  |     0 |
| 157 |   0        |      6 |      0 | imagenet  | comb_8   | vit     | rnd_affine_scale  |             328.271 |              400.556 |            0 |   0.04083  |     0 |
| 158 |   0        |      7 |      0 | imagenet  | comb_8   | vit     | rnd_affine_scale  |             328.271 |              400.556 |            0 |   0.04083  |     0 |
| 159 |   0        |      8 |      0 | imagenet  | comb_8   | vit     | rnd_affine_scale  |             328.271 |              400.556 |            0 |   0.04083  |     0 |
| 160 |   0        |      4 |      0 | imagenet  | comb_2   | vit     | rnd_affine_scale  |             328.271 |              400.556 |            0 |   0.04173  |     0 |
| 161 |   0        |      5 |      0 | imagenet  | comb_2   | vit     | rnd_affine_scale  |             328.271 |              400.556 |            0 |   0.04173  |     0 |
| 162 |   0        |      6 |      0 | imagenet  | comb_2   | vit     | rnd_affine_scale  |             328.271 |              400.556 |            0 |   0.04173  |     0 |
| 163 |   0        |      7 |      0 | imagenet  | comb_2   | vit     | rnd_affine_scale  |             328.271 |              400.556 |            0 |   0.04173  |     0 |
| 164 |   0        |      8 |      0 | imagenet  | comb_2   | vit     | rnd_affine_scale  |             328.271 |              400.556 |            0 |   0.04173  |     0 |
| 165 |   0        |      4 |      0 | imagenet  | comb_1   | vit     | ones_affine_scale |             328.271 |              400.556 |            0 |   0.04947  |     0 |
| 166 |   0        |      5 |      0 | imagenet  | comb_1   | vit     | ones_affine_scale |             328.271 |              400.556 |            0 |   0.04947  |     0 |
| 167 |   0        |      6 |      0 | imagenet  | comb_1   | vit     | ones_affine_scale |             328.271 |              400.556 |            0 |   0.04947  |     0 |
| 168 |   0        |      7 |      0 | imagenet  | comb_1   | vit     | ones_affine_scale |             328.271 |              400.556 |            0 |   0.04947  |     0 |
| 169 |   0        |      8 |      0 | imagenet  | comb_1   | vit     | ones_affine_scale |             328.271 |              400.556 |            0 |   0.04947  |     0 |
| 170 |   0        |      4 |      0 | imagenet  | comb_0   | vit     | rnd_affine_scale  |             328.664 |              438.305 |            0 |   0.04279  |     0 |
| 171 |   0        |      5 |      0 | imagenet  | comb_0   | vit     | rnd_affine_scale  |             328.664 |              438.305 |            0 |   0.04279  |     0 |
| 172 |   0        |      6 |      0 | imagenet  | comb_0   | vit     | rnd_affine_scale  |             328.664 |              438.305 |            0 |   0.04279  |     0 |
| 173 |   0        |      7 |      0 | imagenet  | comb_0   | vit     | rnd_affine_scale  |             328.664 |              438.305 |            0 |   0.04279  |     0 |
| 174 |   0        |      8 |      0 | imagenet  | comb_0   | vit     | rnd_affine_scale  |             328.664 |              438.305 |            0 |   0.04279  |     0 |
| 175 |   0        |      4 |      0 | imagenet  | comb_15  | vit     | ones_affine_scale |             328.664 |              438.305 |            0 |   0.04283  |     0 |
| 176 |   0        |      5 |      0 | imagenet  | comb_15  | vit     | ones_affine_scale |             328.664 |              438.305 |            0 |   0.04283  |     0 |
| 177 |   0        |      6 |      0 | imagenet  | comb_15  | vit     | ones_affine_scale |             328.664 |              438.305 |            0 |   0.04283  |     0 |
| 178 |   0        |      7 |      0 | imagenet  | comb_15  | vit     | ones_affine_scale |             328.664 |              438.305 |            0 |   0.04283  |     0 |
| 179 |   0        |      8 |      0 | imagenet  | comb_15  | vit     | ones_affine_scale |             328.664 |              438.305 |            0 |   0.04283  |     0 |
| 180 |   0        |      4 |      0 | imagenet  | comb_3   | vit     | ones_affine_scale |             328.664 |              438.305 |            0 |   0.04372  |     0 |
| 181 |   0        |      5 |      0 | imagenet  | comb_3   | vit     | ones_affine_scale |             328.664 |              438.305 |            0 |   0.04372  |     0 |
| 182 |   0        |      6 |      0 | imagenet  | comb_3   | vit     | ones_affine_scale |             328.664 |              438.305 |            0 |   0.04372  |     0 |
| 183 |   0        |      7 |      0 | imagenet  | comb_3   | vit     | ones_affine_scale |             328.664 |              438.305 |            0 |   0.04372  |     0 |
| 184 |   0        |      8 |      0 | imagenet  | comb_3   | vit     | ones_affine_scale |             328.664 |              438.305 |            0 |   0.04372  |     0 |
| 185 |   0        |      4 |      0 | imagenet  | comb_12  | vit     | rnd_affine_scale  |             328.664 |              438.305 |            0 |   0.04528  |     0 |
| 186 |   0        |      5 |      0 | imagenet  | comb_12  | vit     | rnd_affine_scale  |             328.664 |              438.305 |            0 |   0.04528  |     0 |
| 187 |   0        |      6 |      0 | imagenet  | comb_12  | vit     | rnd_affine_scale  |             328.664 |              438.305 |            0 |   0.04528  |     0 |
| 188 |   0        |      7 |      0 | imagenet  | comb_12  | vit     | rnd_affine_scale  |             328.664 |              438.305 |            0 |   0.04528  |     0 |
| 189 |   0        |      8 |      0 | imagenet  | comb_12  | vit     | rnd_affine_scale  |             328.664 |              438.305 |            0 |   0.04528  |     0 |
| 190 |   0.800617 |     32 |      0 | imagenet  | base     | vit     | ----              |            1235.24  |             1256.19  |            0 |  63.7472   |     0 |