accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv_mb perplexity time_ms wer 0.0 8 0.0 librispeech comb_16 wav2vec rnd_naive_t 495.9488 1692.401664 0.0 21.989897 0.9864484303822539 0.0 4 0.0 librispeech comb_3 wav2vec rnd_naive_t 534.74304 1692.401664 0.0 18.67325 1.0 0.0 5 0.0 librispeech comb_3 wav2vec rnd_naive_t 534.74304 1692.401664 0.0 18.67325 1.0 0.0 6 0.0 librispeech comb_3 wav2vec rnd_naive_t 534.74304 1692.401664 0.0 18.67325 1.0 0.0 7 0.0 librispeech comb_3 wav2vec rnd_naive_t 534.74304 1692.401664 0.0 18.67325 1.0 0.0 8 0.0 librispeech comb_3 wav2vec rnd_naive_t 534.74304 1692.401664 0.0 18.67325 1.0 0.0 4 0.0 librispeech comb_15 wav2vec ones_t 534.74304 1692.401664 0.0 18.688179 1.0 0.0 5 0.0 librispeech comb_15 wav2vec ones_t 534.74304 1692.401664 0.0 18.688179 1.0 0.0 6 0.0 librispeech comb_15 wav2vec ones_t 534.74304 1692.401664 0.0 18.688179 1.0 0.0 7 0.0 librispeech comb_15 wav2vec ones_t 534.74304 1692.401664 0.0 18.688179 1.0 0.0 8 0.0 librispeech comb_15 wav2vec ones_t 534.74304 1692.401664 0.0 18.688179 1.0 0.0 4 0.0 librispeech comb_7 wav2vec rnd_naive_t 534.74304 1692.401664 0.0 19.170529 1.0 0.0 5 0.0 librispeech comb_7 wav2vec rnd_naive_t 534.74304 1692.401664 0.0 19.170529 1.0 0.0 6 0.0 librispeech comb_7 wav2vec rnd_naive_t 534.74304 1692.401664 0.0 19.170529 1.0 0.0 7 0.0 librispeech comb_7 wav2vec rnd_naive_t 534.74304 1692.401664 0.0 19.170529 1.0 0.0 8 0.0 librispeech comb_7 wav2vec rnd_naive_t 534.74304 1692.401664 0.0 19.170529 1.0 0.0 4 0.0 librispeech comb_3 wav2vec ones_t 534.74304 1692.401664 0.0 20.023722 1.0 0.0 5 0.0 librispeech comb_3 wav2vec ones_t 534.74304 1692.401664 0.0 20.023722 1.0 0.0 6 0.0 librispeech comb_3 wav2vec ones_t 534.74304 1692.401664 0.0 20.023722 1.0 0.0 7 0.0 librispeech comb_3 wav2vec ones_t 534.74304 1692.401664 0.0 20.023722 1.0 0.0 8 0.0 librispeech comb_3 wav2vec ones_t 534.74304 1692.401664 0.0 20.023722 1.0 0.0 4 0.0 librispeech comb_8 wav2vec ones_t 535.632384 1692.401664 0.0 22.571283 1.0 0.0 5 0.0 librispeech comb_8 wav2vec ones_t 535.632384 1692.401664 0.0 22.571283 1.0 0.0 6 0.0 librispeech comb_8 wav2vec ones_t 535.632384 1692.401664 0.0 22.571283 1.0 0.0 7 0.0 librispeech comb_8 wav2vec ones_t 535.632384 1692.401664 0.0 22.571283 1.0 0.0 8 0.0 librispeech comb_8 wav2vec ones_t 535.632384 1692.401664 0.0 22.571283 1.0 0.0 4 0.0 librispeech comb_16 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 22.614045 1.0 0.0 5 0.0 librispeech comb_16 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 22.614045 1.0 0.0 6 0.0 librispeech comb_16 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 22.614045 1.0 0.0 7 0.0 librispeech comb_16 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 22.614045 1.0 0.0 4 0.0 librispeech comb_4 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 23.19448 1.0 0.0 5 0.0 librispeech comb_4 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 23.19448 1.0 0.0 6 0.0 librispeech comb_4 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 23.19448 1.0 0.0 7 0.0 librispeech comb_4 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 23.19448 1.0 0.0 8 0.0 librispeech comb_4 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 23.19448 1.0 0.0 4 0.0 librispeech comb_6 wav2vec ones_t 535.632384 1692.401664 0.0 23.477152 1.0 0.0 5 0.0 librispeech comb_6 wav2vec ones_t 535.632384 1692.401664 0.0 23.477152 1.0 0.0 6 0.0 librispeech comb_6 wav2vec ones_t 535.632384 1692.401664 0.0 23.477152 1.0 0.0 7 0.0 librispeech comb_6 wav2vec ones_t 535.632384 1692.401664 0.0 23.477152 1.0 0.0 8 0.0 librispeech comb_6 wav2vec ones_t 535.632384 1692.401664 0.0 23.477152 1.0 0.0 4 0.0 librispeech comb_5 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 23.511234 1.0 0.0 5 0.0 librispeech comb_5 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 23.511234 1.0 0.0 6 0.0 librispeech comb_5 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 23.511234 1.0 0.0 7 0.0 librispeech comb_5 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 23.511234 1.0 0.0 8 0.0 librispeech comb_5 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 23.511234 1.0 0.0 4 0.0 librispeech comb_2 wav2vec ones_t 535.632384 1692.401664 0.0 25.188992 1.0 0.0 5 0.0 librispeech comb_2 wav2vec ones_t 535.632384 1692.401664 0.0 25.188992 1.0 0.0 6 0.0 librispeech comb_2 wav2vec ones_t 535.632384 1692.401664 0.0 25.188992 1.0 0.0 7 0.0 librispeech comb_2 wav2vec ones_t 535.632384 1692.401664 0.0 25.188992 1.0 0.0 8 0.0 librispeech comb_2 wav2vec ones_t 535.632384 1692.401664 0.0 25.188992 1.0 0.0 4 0.0 librispeech comb_2 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 25.53541 1.0 0.0 5 0.0 librispeech comb_2 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 25.53541 1.0 0.0 6 0.0 librispeech comb_2 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 25.53541 1.0 0.0 7 0.0 librispeech comb_2 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 25.53541 1.0 0.0 8 0.0 librispeech comb_2 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 25.53541 1.0 0.0 4 0.0 librispeech comb_8 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 25.607541 1.0 0.0 5 0.0 librispeech comb_8 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 25.607541 1.0 0.0 6 0.0 librispeech comb_8 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 25.607541 1.0 0.0 7 0.0 librispeech comb_8 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 25.607541 1.0 0.0 8 0.0 librispeech comb_8 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 25.607541 1.0 0.0 4 0.0 librispeech comb_13 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 46.238737 1.0 0.0 5 0.0 librispeech comb_13 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 46.238737 1.0 0.0 6 0.0 librispeech comb_13 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 46.238737 1.0 0.0 7 0.0 librispeech comb_13 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 46.238737 1.0 0.0 8 0.0 librispeech comb_13 wav2vec rnd_naive_t 535.632384 1692.401664 0.0 46.238737 1.0 0.0 4 0.0 librispeech comb_17 wav2vec ones_t 535.632384 1692.401664 0.0 46.332038 1.0 0.0 5 0.0 librispeech comb_17 wav2vec ones_t 535.632384 1692.401664 0.0 46.332038 1.0 0.0 6 0.0 librispeech comb_17 wav2vec ones_t 535.632384 1692.401664 0.0 46.332038 1.0 0.0 7 0.0 librispeech comb_17 wav2vec ones_t 535.632384 1692.401664 0.0 46.332038 1.0 0.0 8 0.0 librispeech comb_17 wav2vec ones_t 535.632384 1692.401664 0.0 46.332038 1.0 0.0 4 0.0 librispeech comb_10 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.03164 1.0 0.0 5 0.0 librispeech comb_10 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.03164 1.0 0.0 6 0.0 librispeech comb_10 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.03164 1.0 0.0 7 0.0 librispeech comb_10 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.03164 1.0 0.0 8 0.0 librispeech comb_10 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.03164 1.0 0.0 4 0.0 librispeech comb_14 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.033007 1.0 0.0 5 0.0 librispeech comb_14 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.033007 1.0 0.0 6 0.0 librispeech comb_14 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.033007 1.0 0.0 7 0.0 librispeech comb_14 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.033007 1.0 0.0 8 0.0 librispeech comb_14 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.033007 1.0 0.0 4 0.0 librispeech comb_0 wav2vec ones_t 368.001024 1698.69312 0.0 0.033411 1.0 0.0 5 0.0 librispeech comb_0 wav2vec ones_t 368.001024 1698.69312 0.0 0.033411 1.0 0.0 6 0.0 librispeech comb_0 wav2vec ones_t 368.001024 1698.69312 0.0 0.033411 1.0 0.0 7 0.0 librispeech comb_0 wav2vec ones_t 368.001024 1698.69312 0.0 0.033411 1.0 0.0 8 0.0 librispeech comb_0 wav2vec ones_t 368.001024 1698.69312 0.0 0.033411 1.0 0.0 4 0.0 librispeech comb_12 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.033472 1.0 0.0 5 0.0 librispeech comb_12 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.033472 1.0 0.0 6 0.0 librispeech comb_12 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.033472 1.0 0.0 7 0.0 librispeech comb_12 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.033472 1.0 0.0 8 0.0 librispeech comb_12 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.033472 1.0 0.0 4 0.0 librispeech comb_12 wav2vec ones_t 368.001024 1698.69312 0.0 0.033772 1.0 0.0 5 0.0 librispeech comb_12 wav2vec ones_t 368.001024 1698.69312 0.0 0.033772 1.0 0.0 6 0.0 librispeech comb_12 wav2vec ones_t 368.001024 1698.69312 0.0 0.033772 1.0 0.0 7 0.0 librispeech comb_12 wav2vec ones_t 368.001024 1698.69312 0.0 0.033772 1.0 0.0 8 0.0 librispeech comb_12 wav2vec ones_t 368.001024 1698.69312 0.0 0.033772 1.0 0.0 4 0.0 librispeech comb_11 wav2vec ones_t 368.001024 1698.69312 0.0 0.033862 1.0 0.0 5 0.0 librispeech comb_11 wav2vec ones_t 368.001024 1698.69312 0.0 0.033862 1.0 0.0 6 0.0 librispeech comb_11 wav2vec ones_t 368.001024 1698.69312 0.0 0.033862 1.0 0.0 7 0.0 librispeech comb_11 wav2vec ones_t 368.001024 1698.69312 0.0 0.033862 1.0 0.0 8 0.0 librispeech comb_11 wav2vec ones_t 368.001024 1698.69312 0.0 0.033862 1.0 0.0 4 0.0 librispeech comb_0 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.03414 1.0 0.0 5 0.0 librispeech comb_0 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.03414 1.0 0.0 6 0.0 librispeech comb_0 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.03414 1.0 0.0 7 0.0 librispeech comb_0 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.03414 1.0 0.0 8 0.0 librispeech comb_0 wav2vec rnd_naive_t 368.001024 1698.69312 0.0 0.03414 1.0 0.0 8 0.0 librispeech comb_13 wav2vec ones_t 658.017792 4888.461312 0.0 17.262401 0.023699315414141522 0.0 4 0.0 librispeech comb_15 wav2vec rnd_naive_t 658.017792 4888.461312 0.0 17.348864 0.02487497314803412 0.0 6 0.0 librispeech comb_15 wav2vec rnd_naive_t 658.017792 4888.461312 0.0 17.406989 0.023281428689415976 0.0 5 0.0 librispeech comb_13 wav2vec ones_t 658.017792 4888.461312 0.0 17.493672 0.023674197814903285 0.0 4 0.0 librispeech comb_13 wav2vec ones_t 658.017792 4888.461312 0.0 17.57481 0.02487497314803412 0.0 7 0.0 librispeech comb_13 wav2vec ones_t 658.017792 4888.461312 0.0 17.605326 0.023916557695726946 0.0 7 0.0 librispeech comb_15 wav2vec rnd_naive_t 658.017792 4888.461312 0.0 17.609301 0.023916557695726946 0.0 5 0.0 librispeech comb_15 wav2vec rnd_naive_t 658.017792 4888.461312 0.0 17.861622 0.023674197814903285 0.0 8 0.0 librispeech comb_15 wav2vec rnd_naive_t 658.017792 4888.461312 0.0 17.878445 0.023699315414141522 0.0 6 0.0 librispeech comb_13 wav2vec ones_t 658.017792 4888.461312 0.0 17.960202 0.023281428689415976 0.0 4 0.0 librispeech comb_14 wav2vec ones_t 658.907136 4890.558464 0.0 24.08394 0.05678409784092603 0.0 5 0.0 librispeech comb_10 wav2vec ones_t 658.907136 4890.558464 0.0 24.086644 0.03426669228850103 0.0 8 0.0 librispeech comb_16 wav2vec ones_t 658.907136 4890.558464 0.0 24.138553 0.026042042274811036 0.0 5 0.0 librispeech comb_11 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.15118 0.027236380179712583 0.0 7 0.0 librispeech comb_18 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.164916 0.023921728318858682 0.0 7 0.0 librispeech comb_14 wav2vec ones_t 658.907136 4890.558464 0.0 24.167252 0.02432540781269863 0.0 6 0.0 librispeech comb_16 wav2vec ones_t 658.907136 4890.558464 0.0 24.200846 0.027639039554488102 0.0 6 0.0 librispeech comb_14 wav2vec ones_t 658.907136 4890.558464 0.0 24.211119 0.025695027925537895 0.0 6 0.0 librispeech comb_11 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.239991 0.02555918536042487 0.0 6 0.0 librispeech comb_10 wav2vec ones_t 658.907136 4890.558464 0.0 24.243208 0.026444905409366455 0.0 8 0.0 librispeech comb_14 wav2vec ones_t 658.907136 4890.558464 0.0 24.247608 0.024248900505686097 0.0 4 0.0 librispeech comb_18 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.254953 0.025992780312739043 0.0 7 0.0 librispeech comb_17 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.257166 0.03853256941425206 0.0 8 0.0 librispeech comb_18 wav2vec ones_t 658.907136 4890.558464 0.0 24.264135 0.02435007790549933 0.0 4 0.0 librispeech comb_17 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.307825 0.05690416703073718 0.0 7 0.0 librispeech comb_10 wav2vec ones_t 658.907136 4890.558464 0.0 24.338974 0.024480399050975807 0.0 5 0.0 librispeech comb_17 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.362995 0.03368467980512162 0.0 7 0.0 librispeech comb_11 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.368992 0.025656186352638596 0.0 5 0.0 librispeech comb_1 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.380949 0.02725817885093886 0.0 8 0.0 librispeech comb_1 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.401938 0.028172891332404897 0.0 8 0.0 librispeech comb_10 wav2vec ones_t 658.907136 4890.558464 0.0 24.43526 0.024567886672465254 0.0 5 0.0 librispeech comb_18 wav2vec ones_t 658.907136 4890.558464 0.0 24.457297 0.024392251069985018 0.0 8 0.0 librispeech comb_18 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.480459 0.023705895839935293 0.0 7 0.0 librispeech comb_16 wav2vec ones_t 658.907136 4890.558464 0.0 24.515161 0.026994674277398354 0.0 6 0.0 librispeech comb_1 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.737694 0.02366672960214177 0.0 4 0.0 librispeech comb_18 wav2vec ones_t 658.907136 4890.558464 0.0 24.747643 0.0275855243341231 0.0 7 0.0 librispeech comb_18 wav2vec ones_t 658.907136 4890.558464 0.0 24.797311 0.02442555579443611 0.0 7 0.0 librispeech comb_1 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.825747 0.23595173236189007 0.0 8 0.0 librispeech comb_11 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.881191 0.024853588589204695 0.0 5 0.0 librispeech comb_14 wav2vec ones_t 658.907136 4890.558464 0.0 24.890371 0.027627278420367517 0.0 8 0.0 librispeech comb_17 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 24.89184 0.036506404085688865 0.0 6 0.0 librispeech comb_18 wav2vec ones_t 658.907136 4890.558464 0.0 24.972553 0.02415264875938066 0.0 6 0.0 librispeech comb_17 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 25.093624 0.03451771519360475 0.0 5 0.0 librispeech comb_18 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 25.122283 0.0246769581819185 0.0 6 0.0 librispeech comb_18 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 25.153108 0.02327566672458731 0.0 6 0.0 librispeech comb_9 wav2vec ones_t 658.907136 4890.558464 0.0 27.123579 0.023760409930386285 0.0 5 0.0 librispeech comb_6 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 27.142959 0.02431430354772108 0.0 4 0.0 librispeech comb_6 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 27.161915 0.025604782000869564 0.0 8 0.0 librispeech comb_9 wav2vec ones_t 658.907136 4890.558464 0.0 27.165189 0.02398697294341111 0.0 6 0.0 librispeech comb_6 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 27.165228 0.023561598669803757 0.0 7 0.0 librispeech comb_9 wav2vec ones_t 658.907136 4890.558464 0.0 27.20884 0.023464723526161687 0.0 7 0.0 librispeech comb_6 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 27.210139 0.02317465756138554 0.0 8 0.0 librispeech comb_6 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 27.232735 0.024399884028559967 0.0 6 0.0 librispeech comb_4 wav2vec ones_t 658.907136 4890.558464 0.0 30.256462 0.024334946053313107 0.0 4 0.0 librispeech comb_9 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 30.290708 0.02829009144743043 0.0 7 0.0 librispeech comb_9 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 30.299399 0.02433792286020007 0.0 6 0.0 librispeech comb_9 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 30.308967 0.024199906351198022 0.0 5 0.0 librispeech comb_4 wav2vec ones_t 658.907136 4890.558464 0.0 30.317424 0.0244246191272805 0.0 8 0.0 librispeech comb_9 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 30.332487 0.024374286184671915 0.0 5 0.0 librispeech comb_9 wav2vec rnd_naive_t 658.907136 4890.558464 0.0 30.339165 0.024834977397298126 0.0 7 0.0 librispeech comb_4 wav2vec ones_t 658.907136 4890.558464 0.0 30.351841 0.024342232843174626 0.0 8 0.0 librispeech comb_4 wav2vec ones_t 658.907136 4890.558464 0.0 30.523372 0.02385610683973236 0.0 32 0.0 librispeech base wav2vec ---- 1564.76928 5620.36736 0.0 13.934905 0.023947350960002358