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|    |   accuracy |   bits |   clip | dataset   | method   | model   | params                |   peak_mem_alloc_mb |   peak_mem_reserv_mb |   perplexity |   time_ms |   wer |
|---:|-----------:|-------:|-------:|:----------|:---------|:--------|:----------------------|--------------------:|---------------------:|-------------:|----------:|------:|
|  0 | 0.371564   |      4 |      0 | wikitext  | ao_woq   | phi     | fixed                 |             1922.31 |              2797.6  |      5.99482 |  29.2348  |     0 |
|  1 | 0.380446   |      8 |      0 | wikitext  | ao_woq   | phi     | fixed                 |             3885.39 |              4292.87 |      5.90714 |  32.6472  |     0 |
|  2 | 0          |      4 |      0 | wikitext  | comb_2   | phi     | rnd_search_t_no_sched |             4394.01 |              4697.62 |      1.11298 |  86.8129  |     0 |
|  3 | 0          |      5 |      0 | wikitext  | comb_2   | phi     | rnd_search_t_no_sched |             4394.01 |              4697.62 |      1.11298 |  86.8129  |     0 |
|  4 | 0          |      6 |      0 | wikitext  | comb_2   | phi     | rnd_search_t_no_sched |             4394.01 |              4697.62 |      1.11298 |  86.8129  |     0 |
|  5 | 0          |      7 |      0 | wikitext  | comb_2   | phi     | rnd_search_t_no_sched |             4394.01 |              4697.62 |      1.11298 |  86.8129  |     0 |
|  6 | 0          |      8 |      0 | wikitext  | comb_2   | phi     | rnd_search_t_no_sched |             4394.01 |              4697.62 |      1.11298 |  86.8129  |     0 |
|  7 | 0          |      4 |      0 | wikitext  | comb_4   | phi     | rnd_search_t_no_sched |             4394.01 |              4697.62 |      1.11355 | 114.035   |     0 |
|  8 | 0          |      5 |      0 | wikitext  | comb_4   | phi     | rnd_search_t_no_sched |             4394.01 |              4697.62 |      1.11355 | 114.035   |     0 |
|  9 | 0          |      6 |      0 | wikitext  | comb_4   | phi     | rnd_search_t_no_sched |             4394.01 |              4697.62 |      1.11355 | 114.035   |     0 |
| 10 | 0          |      7 |      0 | wikitext  | comb_4   | phi     | rnd_search_t_no_sched |             4394.01 |              4697.62 |      1.11355 | 114.035   |     0 |
| 11 | 0          |      8 |      0 | wikitext  | comb_4   | phi     | rnd_search_t_no_sched |             4394.01 |              4697.62 |      1.11355 | 114.035   |     0 |
| 12 | 0.378994   |      7 |      0 | wikitext  | comb_18  | phi     | rnd_search_t_no_sched |             4394.48 |              4697.62 |      5.91077 |  39.353   |     0 |
| 13 | 0.374265   |      5 |      0 | wikitext  | comb_18  | phi     | rnd_search_t_no_sched |             4394.48 |              4697.62 |      5.83431 |  39.4884  |     0 |
| 14 | 0.368322   |      4 |      0 | wikitext  | comb_18  | phi     | rnd_search_t_no_sched |             4394.48 |              4697.62 |      5.86452 |  39.4969  |     0 |
| 15 | 0.376967   |      6 |      0 | wikitext  | comb_18  | phi     | rnd_search_t_no_sched |             4394.48 |              4697.62 |      5.92427 |  39.5321  |     0 |
| 16 | 0.380378   |      8 |      0 | wikitext  | comb_18  | phi     | rnd_search_t_no_sched |             4394.48 |              4697.62 |      5.90694 |  39.6471  |     0 |
| 17 | 0.353799   |      4 |      0 | wikitext  | woq      | phi     | fixed                 |             4394.58 |              4697.62 |      6.48361 |  62.3123  |     0 |
| 18 | 0.38048    |      8 |      0 | wikitext  | woq      | phi     | fixed                 |             4394.58 |              4697.62 |      5.90678 |  62.3277  |     0 |
| 19 | 0.378116   |      6 |      0 | wikitext  | woq      | phi     | fixed                 |             4394.58 |              4697.62 |      5.9501  |  62.3516  |     0 |
| 20 | 0.375279   |      5 |      0 | wikitext  | woq      | phi     | fixed                 |             4394.58 |              4697.62 |      5.96907 |  62.4005  |     0 |
| 21 | 0.378757   |      7 |      0 | wikitext  | woq      | phi     | fixed                 |             4394.58 |              4697.62 |      5.90345 |  62.4374  |     0 |
| 22 | 0          |      4 |      0 | wikitext  | comb_8   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11229 | 109.174   |     0 |
| 23 | 0          |      5 |      0 | wikitext  | comb_8   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11229 | 109.174   |     0 |
| 24 | 0          |      6 |      0 | wikitext  | comb_8   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11229 | 109.174   |     0 |
| 25 | 0          |      7 |      0 | wikitext  | comb_8   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11229 | 109.174   |     0 |
| 26 | 0          |      8 |      0 | wikitext  | comb_8   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11229 | 109.174   |     0 |
| 27 | 0          |      4 |      0 | wikitext  | comb_15  | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.1194  | 109.175   |     0 |
| 28 | 0          |      5 |      0 | wikitext  | comb_15  | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.1194  | 109.175   |     0 |
| 29 | 0          |      6 |      0 | wikitext  | comb_15  | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.1194  | 109.175   |     0 |
| 30 | 0          |      7 |      0 | wikitext  | comb_15  | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.1194  | 109.175   |     0 |
| 31 | 0          |      8 |      0 | wikitext  | comb_15  | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.1194  | 109.175   |     0 |
| 32 | 0          |      4 |      0 | wikitext  | comb_10  | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.14071 | 109.26    |     0 |
| 33 | 0          |      5 |      0 | wikitext  | comb_10  | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.14071 | 109.26    |     0 |
| 34 | 0          |      6 |      0 | wikitext  | comb_10  | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.14071 | 109.26    |     0 |
| 35 | 0          |      7 |      0 | wikitext  | comb_10  | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.14071 | 109.26    |     0 |
| 36 | 0          |      8 |      0 | wikitext  | comb_10  | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.14071 | 109.26    |     0 |
| 37 | 0.0031746  |      6 |      0 | wikitext  | comb_5   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11355 | 165.818   |     0 |
| 38 | 0.0031746  |      4 |      0 | wikitext  | comb_5   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11355 | 165.921   |     0 |
| 39 | 0          |      4 |      0 | wikitext  | comb_7   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11337 | 165.96    |     0 |
| 40 | 0.0031746  |      8 |      0 | wikitext  | comb_5   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11355 | 165.969   |     0 |
| 41 | 0.0031746  |      7 |      0 | wikitext  | comb_5   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11355 | 165.982   |     0 |
| 42 | 0.0031746  |      5 |      0 | wikitext  | comb_5   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11355 | 166.088   |     0 |
| 43 | 0.0238095  |      5 |      0 | wikitext  | comb_7   | phi     | rnd_search_t_no_sched |             4397.37 |              4699.72 |      1.11086 | 165.934   |     0 |
| 44 | 0.377845   |      7 |      0 | wikitext  | comb_12  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.93373 | 108.853   |     0 |
| 45 | 0.377136   |      6 |      0 | wikitext  | comb_13  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.91751 | 108.876   |     0 |
| 46 | 0.378926   |      7 |      0 | wikitext  | comb_13  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.90176 | 108.937   |     0 |
| 47 | 0.380074   |      8 |      0 | wikitext  | comb_12  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.89071 | 108.963   |     0 |
| 48 | 0.379635   |      8 |      0 | wikitext  | comb_11  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.89897 | 108.98    |     0 |
| 49 | 0.376258   |      6 |      0 | wikitext  | comb_11  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.96395 | 108.981   |     0 |
| 50 | 0.364911   |      6 |      0 | wikitext  | comb_14  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      6.0491  | 108.99    |     0 |
| 51 | 0.378757   |      8 |      0 | wikitext  | comb_14  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.89942 | 109.001   |     0 |
| 52 | 0.376022   |      6 |      0 | wikitext  | comb_12  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.90822 | 109.004   |     0 |
| 53 | 0.369976   |      4 |      0 | wikitext  | comb_11  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.95714 | 109.021   |     0 |
| 54 | 0.36849    |      4 |      0 | wikitext  | comb_13  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.8624  | 109.022   |     0 |
| 55 | 0.373962   |      5 |      0 | wikitext  | comb_13  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.84125 | 109.022   |     0 |
| 56 | 0.373759   |      5 |      0 | wikitext  | comb_12  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.78364 | 109.029   |     0 |
| 57 | 0.373928   |      5 |      0 | wikitext  | comb_11  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.89179 | 109.031   |     0 |
| 58 | 0.378656   |      7 |      0 | wikitext  | comb_11  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.92349 | 109.063   |     0 |
| 59 | 0.379534   |      7 |      0 | wikitext  | comb_14  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.73378 | 109.071   |     0 |
| 60 | 0.370213   |      4 |      0 | wikitext  | comb_14  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.85476 | 109.085   |     0 |
| 61 | 0.379838   |      8 |      0 | wikitext  | comb_13  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.9018  | 109.111   |     0 |
| 62 | 0.368693   |      4 |      0 | wikitext  | comb_12  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.92981 | 109.125   |     0 |
| 63 | 0.373894   |      5 |      0 | wikitext  | comb_14  | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.77385 | 109.186   |     0 |
| 64 | 0.378048   |      6 |      0 | wikitext  | comb_3   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.89007 | 135.505   |     0 |
| 65 | 0.379973   |      8 |      0 | wikitext  | comb_3   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.90263 | 135.632   |     0 |
| 66 | 0.373995   |      5 |      0 | wikitext  | comb_3   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.85249 | 135.669   |     0 |
| 67 | 0.378318   |      7 |      0 | wikitext  | comb_3   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.91255 | 135.677   |     0 |
| 68 | 0.369065   |      4 |      0 | wikitext  | comb_3   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.85818 | 135.722   |     0 |
| 69 | 0.379365   |      7 |      0 | wikitext  | comb_6   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.91848 | 165.578   |     0 |
| 70 | 0.372611   |      5 |      0 | wikitext  | comb_6   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.92634 | 165.69    |     0 |
| 71 | 0.378082   |      8 |      0 | wikitext  | comb_6   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.91457 | 165.722   |     0 |
| 72 | 0.361567   |      8 |      0 | wikitext  | comb_7   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      6.13227 | 165.756   |     0 |
| 73 | 0.0932455  |      6 |      0 | wikitext  | comb_7   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |     23.294   | 165.788   |     0 |
| 74 | 0.356299   |      7 |      0 | wikitext  | comb_7   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      6.40057 | 165.792   |     0 |
| 75 | 0.379129   |      6 |      0 | wikitext  | comb_6   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.89276 | 165.878   |     0 |
| 76 | 0.36795    |      4 |      0 | wikitext  | comb_6   | phi     | rnd_search_t_no_sched |             4397.84 |              4699.72 |      5.92408 | 165.991   |     0 |
| 77 | 0.00952381 |      8 |      0 | wikitext  | comb_16  | phi     | rnd_search_t_no_sched |             3361.68 |              5358.22 |      1.11847 |   1.93434 |     0 |
| 78 | 0          |      4 |      0 | wikitext  | comb_16  | phi     | rnd_search_t_no_sched |             3361.68 |              5358.22 |      1.12322 |   1.93768 |     0 |
| 79 | 0          |      5 |      0 | wikitext  | comb_16  | phi     | rnd_search_t_no_sched |             3361.68 |              5358.22 |      1.12322 |   1.93768 |     0 |
| 80 | 0          |      6 |      0 | wikitext  | comb_16  | phi     | rnd_search_t_no_sched |             3361.68 |              5358.22 |      1.12322 |   1.93768 |     0 |
| 81 | 0          |      7 |      0 | wikitext  | comb_16  | phi     | rnd_search_t_no_sched |             3361.68 |              5358.22 |      1.12322 |   1.93768 |     0 |
| 82 | 0          |      4 |      0 | wikitext  | comb_9   | phi     | rnd_search_t_no_sched |             3361.68 |              5358.22 |      1.10729 |   1.95814 |     0 |
| 83 | 0          |      5 |      0 | wikitext  | comb_9   | phi     | rnd_search_t_no_sched |             3361.68 |              5358.22 |      1.10729 |   1.95814 |     0 |
| 84 | 0          |      6 |      0 | wikitext  | comb_9   | phi     | rnd_search_t_no_sched |             3361.68 |              5358.22 |      1.10729 |   1.95814 |     0 |
| 85 | 0          |      7 |      0 | wikitext  | comb_9   | phi     | rnd_search_t_no_sched |             3361.68 |              5358.22 |      1.10729 |   1.95814 |     0 |
| 86 | 0          |      8 |      0 | wikitext  | comb_9   | phi     | rnd_search_t_no_sched |             3361.68 |              5358.22 |      1.10729 |   1.95814 |     0 |
| 87 | 0.0031746  |      7 |      0 | wikitext  | comb_0   | phi     | rnd_search_t_no_sched |             5052.73 |              5880.41 |      1.11355 | 395.659   |     0 |
| 88 | 0.0031746  |      4 |      0 | wikitext  | comb_0   | phi     | rnd_search_t_no_sched |             5052.73 |              5880.41 |      1.11355 | 395.871   |     0 |
| 89 | 0.0031746  |      5 |      0 | wikitext  | comb_0   | phi     | rnd_search_t_no_sched |             5052.73 |              5880.41 |      1.11355 | 395.962   |     0 |
| 90 | 0.0031746  |      8 |      0 | wikitext  | comb_0   | phi     | rnd_search_t_no_sched |             5052.73 |              5880.41 |      1.11355 | 395.973   |     0 |
| 91 | 0.0031746  |      6 |      0 | wikitext  | comb_0   | phi     | rnd_search_t_no_sched |             5052.73 |              5880.41 |      1.11355 | 396.133   |     0 |
| 92 | 0.380513   |     32 |      0 | wikitext  | base     | phi     | ----                  |            11335.5  |             11370.8  |      5.90955 |  18.6468  |     0 |