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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 |      4 |      0 | librispeech | comb_7   | wav2vec | nlr_t_lin |             534.743 |              1633.68 |            0 |   27.8148 | 1      |
|  1 |          0 |      5 |      0 | librispeech | comb_7   | wav2vec | nlr_t_lin |             534.743 |              1633.68 |            0 |   27.8148 | 1      |
|  2 |          0 |      6 |      0 | librispeech | comb_7   | wav2vec | nlr_t_lin |             534.743 |              1633.68 |            0 |   27.8148 | 1      |
|  3 |          0 |      7 |      0 | librispeech | comb_7   | wav2vec | nlr_t_lin |             534.743 |              1633.68 |            0 |   27.8148 | 1      |
|  4 |          0 |      8 |      0 | librispeech | comb_7   | wav2vec | nlr_t_lin |             534.743 |              1633.68 |            0 |   27.8148 | 1      |
|  5 |          0 |      4 |      0 | librispeech | comb_4   | wav2vec | nlr_t_lin |             534.743 |              1633.68 |            0 |   37.7273 | 1      |
|  6 |          0 |      5 |      0 | librispeech | comb_4   | wav2vec | nlr_t_lin |             534.743 |              1633.68 |            0 |   37.7273 | 1      |
|  7 |          0 |      6 |      0 | librispeech | comb_4   | wav2vec | nlr_t_lin |             534.743 |              1633.68 |            0 |   37.7273 | 1      |
|  8 |          0 |      7 |      0 | librispeech | comb_4   | wav2vec | nlr_t_lin |             534.743 |              1633.68 |            0 |   37.7273 | 1      |
|  9 |          0 |      8 |      0 | librispeech | comb_4   | wav2vec | nlr_t_lin |             534.743 |              1633.68 |            0 |   37.7273 | 1      |
| 10 |          0 |      4 |      0 | librispeech | comb_17  | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |   32.0422 | 1      |
| 11 |          0 |      5 |      0 | librispeech | comb_17  | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |   32.0422 | 1      |
| 12 |          0 |      6 |      0 | librispeech | comb_17  | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |   32.0422 | 1      |
| 13 |          0 |      7 |      0 | librispeech | comb_17  | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |   32.0422 | 1      |
| 14 |          0 |      8 |      0 | librispeech | comb_17  | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |   32.0422 | 1      |
| 15 |          0 |      4 |      0 | librispeech | comb_1   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |   34.8728 | 1      |
| 16 |          0 |      5 |      0 | librispeech | comb_1   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |   34.8728 | 1      |
| 17 |          0 |      4 |      0 | librispeech | comb_2   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |  111.374  | 1      |
| 18 |          0 |      5 |      0 | librispeech | comb_2   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |  111.374  | 1      |
| 19 |          0 |      6 |      0 | librispeech | comb_2   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |  111.374  | 1      |
| 20 |          0 |      7 |      0 | librispeech | comb_2   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |  111.374  | 1      |
| 21 |          0 |      8 |      0 | librispeech | comb_2   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |  111.374  | 1      |
| 22 |          0 |      4 |      0 | librispeech | comb_6   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |  121.667  | 1      |
| 23 |          0 |      5 |      0 | librispeech | comb_6   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |  121.667  | 1      |
| 24 |          0 |      6 |      0 | librispeech | comb_6   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |  121.667  | 1      |
| 25 |          0 |      7 |      0 | librispeech | comb_6   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |  121.667  | 1      |
| 26 |          0 |      8 |      0 | librispeech | comb_6   | wav2vec | nlr_t_lin |             535.632 |              1633.68 |            0 |  121.667  | 1      |
| 27 |          0 |      4 |      0 | librispeech | comb_11  | wav2vec | nlr_t_lin |             368.001 |              1642.07 |            0 |    0.0494 | 1      |
| 28 |          0 |      5 |      0 | librispeech | comb_11  | wav2vec | nlr_t_lin |             368.001 |              1642.07 |            0 |    0.0494 | 1      |
| 29 |          0 |      6 |      0 | librispeech | comb_11  | wav2vec | nlr_t_lin |             368.001 |              1642.07 |            0 |    0.0494 | 1      |
| 30 |          0 |      7 |      0 | librispeech | comb_11  | wav2vec | nlr_t_lin |             368.001 |              1642.07 |            0 |    0.0494 | 1      |
| 31 |          0 |      8 |      0 | librispeech | comb_11  | wav2vec | nlr_t_lin |             368.001 |              1642.07 |            0 |    0.0494 | 1      |
| 32 |          0 |      8 |      0 | librispeech | comb_15  | wav2vec | nlr_t_lin |             658.018 |              4829.74 |            0 |   25.6234 | 0.0239 |
| 33 |          0 |      7 |      0 | librispeech | comb_15  | wav2vec | nlr_t_lin |             658.018 |              4829.74 |            0 |   26.1562 | 0.024  |
| 34 |          0 |      6 |      0 | librispeech | comb_15  | wav2vec | nlr_t_lin |             658.018 |              4829.74 |            0 |   33.5202 | 0.0235 |
| 35 |          0 |      5 |      0 | librispeech | comb_15  | wav2vec | nlr_t_lin |             658.018 |              4829.74 |            0 |   40.9004 | 0.0235 |
| 36 |          0 |      4 |      0 | librispeech | comb_15  | wav2vec | nlr_t_lin |             658.018 |              4829.74 |            0 |  107.638  | 0.0262 |
| 37 |          0 |      8 |      0 | librispeech | woq      | wav2vec | fixed     |             658.092 |              4831.84 |            0 |   34.0541 | 0.0239 |
| 38 |          0 |      5 |      0 | librispeech | woq      | wav2vec | fixed     |             658.092 |              4831.84 |            0 |   35.4665 | 0.0237 |
| 39 |          0 |      6 |      0 | librispeech | woq      | wav2vec | fixed     |             658.092 |              4831.84 |            0 |   38.6328 | 0.0234 |
| 40 |          0 |      4 |      0 | librispeech | woq      | wav2vec | fixed     |             658.092 |              4831.84 |            0 |  107.707  | 0.0269 |
| 41 |          0 |      7 |      0 | librispeech | woq      | wav2vec | fixed     |             658.092 |              4831.84 |            0 |  112.778  | 0.0236 |
| 42 |          0 |      8 |      0 | librispeech | comb_1   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   36.2118 | 0.0308 |
| 43 |          0 |      8 |      0 | librispeech | comb_12  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   38.6678 | 0.0239 |
| 44 |          0 |      8 |      0 | librispeech | comb_8   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   39.8882 | 0.0285 |
| 45 |          0 |      4 |      0 | librispeech | comb_8   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   40.435  | 0.0408 |
| 46 |          0 |      8 |      0 | librispeech | comb_3   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   41.651  | 0.0239 |
| 47 |          0 |      5 |      0 | librispeech | comb_5   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   43.985  | 0.0274 |
| 48 |          0 |      6 |      0 | librispeech | comb_18  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   48.3737 | 0.0235 |
| 49 |          0 |      4 |      0 | librispeech | comb_12  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   49.0833 | 0.0261 |
| 50 |          0 |      6 |      0 | librispeech | comb_3   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   49.6859 | 0.0235 |
| 51 |          0 |      5 |      0 | librispeech | comb_12  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   54.8932 | 0.0244 |
| 52 |          0 |      6 |      0 | librispeech | comb_5   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   57.3485 | 0.0272 |
| 53 |          0 |      8 |      0 | librispeech | comb_18  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   57.7205 | 0.0241 |
| 54 |          0 |      7 |      0 | librispeech | comb_8   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   59.4552 | 0.0283 |
| 55 |          0 |      4 |      0 | librispeech | comb_5   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   63.9388 | 0.0288 |
| 56 |          0 |      8 |      0 | librispeech | comb_10  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |   75.6275 | 0.0236 |
| 57 |          0 |      7 |      0 | librispeech | comb_1   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  108      | 0.0283 |
| 58 |          0 |      7 |      0 | librispeech | comb_18  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  108.29   | 0.024  |
| 59 |          0 |      5 |      0 | librispeech | comb_18  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  114.197  | 0.0233 |
| 60 |          0 |      8 |      0 | librispeech | comb_5   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  115.246  | 0.0268 |
| 61 |          0 |      7 |      0 | librispeech | comb_3   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  116.667  | 0.0235 |
| 62 |          0 |      7 |      0 | librispeech | comb_12  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  118.075  | 0.0236 |
| 63 |          0 |      5 |      0 | librispeech | comb_8   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  118.338  | 0.0321 |
| 64 |          0 |      6 |      0 | librispeech | comb_1   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  120.23   | 0.7174 |
| 65 |          0 |      6 |      0 | librispeech | comb_10  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  120.698  | 0.0238 |
| 66 |          0 |      5 |      0 | librispeech | comb_10  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  122.462  | 0.027  |
| 67 |          0 |      4 |      0 | librispeech | comb_3   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  122.955  | 0.0251 |
| 68 |          0 |      6 |      0 | librispeech | comb_8   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  124.222  | 0.0285 |
| 69 |          0 |      4 |      0 | librispeech | comb_18  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  125.827  | 0.0255 |
| 70 |          0 |      7 |      0 | librispeech | comb_5   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  127.407  | 0.0259 |
| 71 |          0 |      5 |      0 | librispeech | comb_3   | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  127.958  | 0.0238 |
| 72 |          0 |      4 |      0 | librispeech | comb_10  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  130.054  | 0.0435 |
| 73 |          0 |      7 |      0 | librispeech | comb_10  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  131.588  | 0.0238 |
| 74 |          0 |      6 |      0 | librispeech | comb_12  | wav2vec | nlr_t_lin |             658.907 |              4831.84 |            0 |  132.288  | 0.0235 |
| 75 |          0 |      8 |      0 | librispeech | ao_woq   | wav2vec | fixed     |             658.018 |              4890.56 |            0 |   34.8716 | 0.024  |
| 76 |          0 |     32 |      0 | librispeech | base     | wav2vec | ----      |            1564.77  |              5620.37 |            0 |  105.862  | 0.0239 |