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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 |   0.033001 | 1         |
|  31 |          0 |      5 |      0 | librispeech | comb_14   | wav2vec | nlr_t_cos |             368.001 |              1700.79 |            0 |   0.033001 | 1         |
|  32 |          0 |      6 |      0 | librispeech | comb_14   | wav2vec | nlr_t_cos |             368.001 |              1700.79 |            0 |   0.033001 | 1         |
|  33 |          0 |      7 |      0 | librispeech | comb_14   | wav2vec | nlr_t_cos |             368.001 |              1700.79 |            0 |   0.033001 | 1         |
|  34 |          0 |      8 |      0 | librispeech | comb_14   | wav2vec | nlr_t_cos |             368.001 |              1700.79 |            0 |   0.033001 | 1         |
|  35 |          0 |      8 |      0 | librispeech | comb_6_t  | wav2vec | nlr_t_cos |             543.263 |              1709.18 |            0 |  22.1998   | 1         |
|  36 |          0 |      8 |      0 | librispeech | comb_2_t  | wav2vec | nlr_t_cos |             543.263 |              1713.37 |            0 |  83.2675   | 1         |
|  37 |          0 |      8 |      0 | librispeech | comb_16_t | wav2vec | nlr_t_cos |             544.152 |              1713.37 |            0 |  24.4086   | 1         |
|  38 |          0 |      8 |      0 | librispeech | comb_9_t  | wav2vec | nlr_t_cos |             544.152 |              1713.37 |            0 |  29.9653   | 1         |
|  39 |          0 |      8 |      0 | librispeech | comb_4_t  | wav2vec | nlr_t_cos |             544.152 |              1713.37 |            0 |  71.3977   | 1         |
|  40 |          0 |      8 |      0 | librispeech | comb_7_t  | wav2vec | nlr_t_cos |             544.16  |              1713.37 |            0 |  81.0025   | 1         |
|  41 |          0 |      8 |      0 | librispeech | comb_14_t | wav2vec | nlr_t_cos |             376.653 |              1717.57 |            0 |   0.04261  | 1         |
|  42 |          0 |      8 |      0 | librispeech | ao_woq    | wav2vec | fixed     |             658.018 |              4890.56 |            0 |  19.9987   | 0.0239712 |
|  43 |          0 |      6 |      0 | librispeech | woq       | wav2vec | fixed     |             658.093 |              4890.56 |            0 |  19.6045   | 0.0234031 |
|  44 |          0 |      7 |      0 | librispeech | woq       | wav2vec | fixed     |             658.093 |              4890.56 |            0 |  19.6245   | 0.023608  |
|  45 |          0 |      5 |      0 | librispeech | woq       | wav2vec | fixed     |             658.093 |              4890.56 |            0 |  19.9956   | 0.0237326 |
|  46 |          0 |      4 |      0 | librispeech | woq       | wav2vec | fixed     |             658.093 |              4890.56 |            0 |  20.2496   | 0.0268908 |
|  47 |          0 |      8 |      0 | librispeech | woq       | wav2vec | fixed     |             658.093 |              4890.56 |            0 |  21.0567   | 0.0239495 |
|  48 |          0 |      6 |      0 | librispeech | comb_18   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  25.1446   | 0.0235391 |
|  49 |          0 |      5 |      0 | librispeech | comb_18   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  25.1639   | 0.0237636 |
|  50 |          0 |      6 |      0 | librispeech | comb_11   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  25.3564   | 0.0234952 |
|  51 |          0 |      4 |      0 | librispeech | comb_18   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  25.4863   | 0.0246974 |
|  52 |          0 |      8 |      0 | librispeech | comb_1    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  25.6042   | 0.0236692 |
|  53 |          0 |      7 |      0 | librispeech | comb_11   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  25.9423   | 0.0238367 |
|  54 |          0 |      4 |      0 | librispeech | comb_1    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  25.971    | 0.0270026 |
|  55 |          0 |      5 |      0 | librispeech | comb_1    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  26.0201   | 0.0244742 |
|  56 |          0 |      8 |      0 | librispeech | comb_17   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  26.176    | 0.0281612 |
|  57 |          0 |      5 |      0 | librispeech | comb_11   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  26.3176   | 0.023834  |
|  58 |          0 |      7 |      0 | librispeech | comb_1    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  26.5486   | 0.0238573 |
|  59 |          0 |      4 |      0 | librispeech | comb_11   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  26.5991   | 0.0298433 |
|  60 |          0 |      7 |      0 | librispeech | comb_18   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  27.1573   | 0.0236571 |
|  61 |          0 |      7 |      0 | librispeech | comb_5    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  28.0551   | 0.0238843 |
|  62 |          0 |      4 |      0 | librispeech | comb_5    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  28.191    | 0.0245219 |
|  63 |          0 |      5 |      0 | librispeech | comb_5    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  28.2432   | 0.0240672 |
|  64 |          0 |      8 |      0 | librispeech | comb_5    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  28.4908   | 0.0238565 |
|  65 |          0 |      8 |      0 | librispeech | comb_8    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  31.2521   | 0.0255521 |
|  66 |          0 |      6 |      0 | librispeech | comb_8    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  31.4069   | 0.0257202 |
|  67 |          0 |      5 |      0 | librispeech | comb_8    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  31.5004   | 0.0272731 |
|  68 |          0 |      4 |      0 | librispeech | comb_8    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  31.6789   | 0.0292721 |
|  69 |          0 |      7 |      0 | librispeech | comb_8    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  31.97     | 0.0258734 |
|  70 |          0 |      8 |      0 | librispeech | comb_18   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  39.6635   | 0.0240304 |
|  71 |          0 |      6 |      0 | librispeech | comb_1    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  67.6877   | 0.0234908 |
|  72 |          0 |      8 |      0 | librispeech | comb_11   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  67.8218   | 0.0241342 |
|  73 |          0 |      7 |      0 | librispeech | comb_17   | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 |  68.8995   | 0.0295771 |
|  74 |          0 |      6 |      0 | librispeech | comb_5    | wav2vec | nlr_t_cos |             658.907 |              4890.56 |            0 | 105.494    | 0.0234656 |
|  75 |          0 |      8 |      0 | librispeech | woq_t     | wav2vec | fixed     |             666.612 |              4911.53 |            0 |  21.6051   | 0.0250778 |
|  76 |          0 |      6 |      0 | librispeech | woq_t     | wav2vec | fixed     |             666.612 |              4911.53 |            0 |  21.9569   | 0.0236406 |
|  77 |          0 |      4 |      0 | librispeech | woq_t     | wav2vec | fixed     |             666.612 |              4911.53 |            0 |  22.0088   | 0.02757   |
|  78 |          0 |      7 |      0 | librispeech | woq_t     | wav2vec | fixed     |             666.612 |              4911.53 |            0 |  22.1579   | 0.0256592 |
|  79 |          0 |      5 |      0 | librispeech | woq_t     | wav2vec | fixed     |             666.612 |              4911.53 |            0 |  24.7563   | 0.0249287 |
|  80 |          0 |      5 |      0 | librispeech | comb_18_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  27.0746   | 0.0245326 |
|  81 |          0 |      7 |      0 | librispeech | comb_18_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  27.1641   | 0.0258149 |
|  82 |          0 |      4 |      0 | librispeech | comb_11_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  27.2946   | 0.0306752 |
|  83 |          0 |      7 |      0 | librispeech | comb_11_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  27.8996   | 0.0246386 |
|  84 |          0 |      8 |      0 | librispeech | comb_18_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  27.9842   | 0.0256516 |
|  85 |          0 |      7 |      0 | librispeech | comb_1_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  28.0253   | 0.0258276 |
|  86 |          0 |      6 |      0 | librispeech | comb_18_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  28.201    | 0.0244089 |
|  87 |          0 |      5 |      0 | librispeech | comb_5_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  29.0477   | 0.0246485 |
|  88 |          0 |      6 |      0 | librispeech | comb_5_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  29.2805   | 0.0242187 |
|  89 |          0 |      4 |      0 | librispeech | comb_1_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  29.3779   | 0.0268453 |
|  90 |          0 |      6 |      0 | librispeech | comb_11_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  29.9897   | 0.0243625 |
|  91 |          0 |      4 |      0 | librispeech | comb_18_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  30.443    | 0.0252159 |
|  92 |          0 |      8 |      0 | librispeech | comb_17_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  30.5424   | 0.0280897 |
|  93 |          0 |      5 |      0 | librispeech | comb_11_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  30.635    | 0.0239284 |
|  94 |          0 |      6 |      0 | librispeech | comb_1_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  31.1242   | 0.0240568 |
|  95 |          0 |      7 |      0 | librispeech | comb_17_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  31.4272   | 0.0287043 |
|  96 |          0 |      5 |      0 | librispeech | comb_8_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  32.4574   | 0.0286654 |
|  97 |          0 |      5 |      0 | librispeech | comb_1_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  32.5917   | 0.0257096 |
|  98 |          0 |      4 |      0 | librispeech | comb_5_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  33.7322   | 0.0245612 |
|  99 |          0 |      6 |      0 | librispeech | comb_8_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  34.0684   | 0.0262312 |
| 100 |          0 |      4 |      0 | librispeech | comb_8_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  34.2649   | 0.0301296 |
| 101 |          0 |      7 |      0 | librispeech | comb_8_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  34.7261   | 0.028539  |
| 102 |          0 |      8 |      0 | librispeech | comb_11_t | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  38.225    | 0.0262214 |
| 103 |          0 |      8 |      0 | librispeech | comb_8_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 |  96.4344   | 0.0273185 |
| 104 |          0 |      7 |      0 | librispeech | comb_5_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 | 130.634    | 0.0253306 |
| 105 |          0 |      8 |      0 | librispeech | comb_5_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 | 131.95     | 0.0261157 |
| 106 |          0 |      8 |      0 | librispeech | comb_1_t  | wav2vec | nlr_t_cos |             667.427 |              4911.53 |            0 | 133.954    | 0.0250669 |
| 107 |          0 |     32 |      0 | librispeech | base      | wav2vec | ----      |            1564.77  |              5620.37 |            0 |  15.0918   | 0.0239474 |