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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_2   | wav2vec | nlr_t_cos |             534.743 |              1692.4  |            0 |   18.8471 | 1      |
|  1 |          0 |      5 |      0 | librispeech | comb_2   | wav2vec | nlr_t_cos |             534.743 |              1692.4  |            0 |   18.8471 | 1      |
|  2 |          0 |      6 |      0 | librispeech | comb_2   | wav2vec | nlr_t_cos |             534.743 |              1692.4  |            0 |   18.8471 | 1      |
|  3 |          0 |      7 |      0 | librispeech | comb_2   | wav2vec | nlr_t_cos |             534.743 |              1692.4  |            0 |   18.8471 | 1      |
|  4 |          0 |      8 |      0 | librispeech | comb_2   | wav2vec | nlr_t_cos |             534.743 |              1692.4  |            0 |   18.8471 | 1      |
|  5 |          0 |      4 |      0 | librispeech | comb_6   | wav2vec | nlr_t_cos |             534.743 |              1692.4  |            0 |   19.4566 | 1      |
|  6 |          0 |      5 |      0 | librispeech | comb_6   | wav2vec | nlr_t_cos |             534.743 |              1692.4  |            0 |   19.4566 | 1      |
|  7 |          0 |      6 |      0 | librispeech | comb_6   | wav2vec | nlr_t_cos |             534.743 |              1692.4  |            0 |   19.4566 | 1      |
|  8 |          0 |      7 |      0 | librispeech | comb_6   | wav2vec | nlr_t_cos |             534.743 |              1692.4  |            0 |   19.4566 | 1      |
|  9 |          0 |      8 |      0 | librispeech | comb_6   | wav2vec | nlr_t_cos |             534.743 |              1692.4  |            0 |   19.4566 | 1      |
| 10 |          0 |      4 |      0 | librispeech | comb_16  | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   22.2552 | 1      |
| 11 |          0 |      5 |      0 | librispeech | comb_16  | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   22.2552 | 1      |
| 12 |          0 |      6 |      0 | librispeech | comb_16  | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   22.2552 | 1      |
| 13 |          0 |      7 |      0 | librispeech | comb_16  | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   22.2552 | 1      |
| 14 |          0 |      8 |      0 | librispeech | comb_16  | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   22.2552 | 1      |
| 15 |          0 |      4 |      0 | librispeech | comb_4   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   22.9867 | 1      |
| 16 |          0 |      5 |      0 | librispeech | comb_4   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   22.9867 | 1      |
| 17 |          0 |      6 |      0 | librispeech | comb_4   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   22.9867 | 1      |
| 18 |          0 |      7 |      0 | librispeech | comb_4   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   22.9867 | 1      |
| 19 |          0 |      8 |      0 | librispeech | comb_4   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   22.9867 | 1      |
| 20 |          0 |      4 |      0 | librispeech | comb_9   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   25.481  | 1      |
| 21 |          0 |      5 |      0 | librispeech | comb_9   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   25.481  | 1      |
| 22 |          0 |      6 |      0 | librispeech | comb_9   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   25.481  | 1      |
| 23 |          0 |      7 |      0 | librispeech | comb_9   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   25.481  | 1      |
| 24 |          0 |      8 |      0 | librispeech | comb_9   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   25.481  | 1      |
| 25 |          0 |      4 |      0 | librispeech | comb_7   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   27.7123 | 1      |
| 26 |          0 |      5 |      0 | librispeech | comb_7   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   27.7123 | 1      |
| 27 |          0 |      6 |      0 | librispeech | comb_7   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   27.7123 | 1      |
| 28 |          0 |      7 |      0 | librispeech | comb_7   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   27.7123 | 1      |
| 29 |          0 |      8 |      0 | librispeech | comb_7   | wav2vec | nlr_t_cos |             535.632 |              1692.4  |            0 |   27.7123 | 1      |
| 30 |          0 |      4 |      0 | librispeech | comb_14  | wav2vec | nlr_t_cos |             368.001 |              1700.79 |            0 |    0.033  | 1      |
| 31 |          0 |      5 |      0 | librispeech | comb_14  | wav2vec | nlr_t_cos |             368.001 |              1700.79 |            0 |    0.033  | 1      |
| 32 |          0 |      6 |      0 | librispeech | comb_14  | wav2vec | nlr_t_cos |             368.001 |              1700.79 |            0 |    0.033  | 1      |
| 33 |          0 |      7 |      0 | librispeech | comb_14  | wav2vec | nlr_t_cos |             368.001 |              1700.79 |            0 |    0.033  | 1      |
| 34 |          0 |      8 |      0 | librispeech | comb_14  | wav2vec | nlr_t_cos |             368.001 |              1700.79 |            0 |    0.033  | 1      |
| 35 |          0 |      8 |      0 | librispeech | ao_woq   | wav2vec | fixed     |             658.018 |              4890.56 |            0 |   19.9987 | 0.024  |
| 36 |          0 |      6 |      0 | librispeech | woq      | wav2vec | fixed     |             658.092 |              4890.56 |            0 |   19.6045 | 0.0234 |
| 37 |          0 |      7 |      0 | librispeech | woq      | wav2vec | fixed     |             658.092 |              4890.56 |            0 |   19.6245 | 0.0236 |
| 38 |          0 |      5 |      0 | librispeech | woq      | wav2vec | fixed     |             658.092 |              4890.56 |            0 |   19.9956 | 0.0237 |
| 39 |          0 |      4 |      0 | librispeech | woq      | wav2vec | fixed     |             658.092 |              4890.56 |            0 |   20.2496 | 0.0269 |
| 40 |          0 |      8 |      0 | librispeech | woq      | wav2vec | fixed     |             658.092 |              4890.56 |            0 |   21.0567 | 0.0239 |
| 41 |          0 |      6 |      0 | librispeech | comb_18  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   25.1446 | 0.0235 |
| 42 |          0 |      5 |      0 | librispeech | comb_18  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   25.1639 | 0.0238 |
| 43 |          0 |      6 |      0 | librispeech | comb_11  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   25.3564 | 0.0235 |
| 44 |          0 |      4 |      0 | librispeech | comb_18  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   25.4863 | 0.0247 |
| 45 |          0 |      8 |      0 | librispeech | comb_1   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   25.6042 | 0.0237 |
| 46 |          0 |      7 |      0 | librispeech | comb_11  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   25.9423 | 0.0238 |
| 47 |          0 |      4 |      0 | librispeech | comb_1   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   25.971  | 0.027  |
| 48 |          0 |      5 |      0 | librispeech | comb_1   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   26.0201 | 0.0245 |
| 49 |          0 |      8 |      0 | librispeech | comb_17  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   26.176  | 0.0282 |
| 50 |          0 |      5 |      0 | librispeech | comb_11  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   26.3176 | 0.0238 |
| 51 |          0 |      7 |      0 | librispeech | comb_1   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   26.5486 | 0.0239 |
| 52 |          0 |      4 |      0 | librispeech | comb_11  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   26.5991 | 0.0298 |
| 53 |          0 |      7 |      0 | librispeech | comb_18  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   27.1573 | 0.0237 |
| 54 |          0 |      7 |      0 | librispeech | comb_5   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   28.0551 | 0.0239 |
| 55 |          0 |      4 |      0 | librispeech | comb_5   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   28.191  | 0.0245 |
| 56 |          0 |      5 |      0 | librispeech | comb_5   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   28.2432 | 0.0241 |
| 57 |          0 |      8 |      0 | librispeech | comb_5   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   28.4908 | 0.0239 |
| 58 |          0 |      8 |      0 | librispeech | comb_8   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   31.2521 | 0.0256 |
| 59 |          0 |      6 |      0 | librispeech | comb_8   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   31.4069 | 0.0257 |
| 60 |          0 |      5 |      0 | librispeech | comb_8   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   31.5004 | 0.0273 |
| 61 |          0 |      4 |      0 | librispeech | comb_8   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   31.6789 | 0.0293 |
| 62 |          0 |      7 |      0 | librispeech | comb_8   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   31.97   | 0.0259 |
| 63 |          0 |      8 |      0 | librispeech | comb_18  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   39.6635 | 0.024  |
| 64 |          0 |      6 |      0 | librispeech | comb_1   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   67.6877 | 0.0235 |
| 65 |          0 |      8 |      0 | librispeech | comb_11  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   67.8218 | 0.0241 |
| 66 |          0 |      7 |      0 | librispeech | comb_17  | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |   68.8995 | 0.0296 |
| 67 |          0 |      6 |      0 | librispeech | comb_5   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  105.494  | 0.0235 |
| 68 |          0 |     32 |      0 | librispeech | base     | wav2vec | ----      |            1564.77  |              5620.37 |            0 |   15.0918 | 0.0239 |