diff --git a/results/best_param_per_func_with_baselines/wav2vec/4/best_param_per_func_with_baselines.png b/results/best_param_per_func_with_baselines/wav2vec/4/best_param_per_func_with_baselines.png new file mode 100644 index 0000000000000000000000000000000000000000..601d027932b9674f947ebfc63c72f1cda5cbd884 Binary files /dev/null and b/results/best_param_per_func_with_baselines/wav2vec/4/best_param_per_func_with_baselines.png differ diff --git a/results/best_param_per_func_with_baselines/wav2vec/5/best_param_per_func_with_baselines.png b/results/best_param_per_func_with_baselines/wav2vec/5/best_param_per_func_with_baselines.png new file mode 100644 index 0000000000000000000000000000000000000000..850152275753c0e0a27ca143f953f3d117247fe5 Binary files /dev/null and b/results/best_param_per_func_with_baselines/wav2vec/5/best_param_per_func_with_baselines.png differ diff --git a/results/best_param_per_func_with_baselines/wav2vec/6/best_param_per_func_with_baselines.png 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0000000000000000000000000000000000000000..60e2b83f7d59bb75bf63e920b71eaf8e1f7674dd Binary files /dev/null and b/results/best_param_per_func_with_baselines/wav2vec/8/best_param_per_func_with_baselines.png differ diff --git a/results/bitwidth_acc_decay_per_function/wav2vec.png b/results/bitwidth_acc_decay_per_function/wav2vec.png new file mode 100644 index 0000000000000000000000000000000000000000..67ffca8c5431f1c6b3ac687809dd371af21e2be4 Binary files /dev/null and b/results/bitwidth_acc_decay_per_function/wav2vec.png differ diff --git a/results/df.tsv b/results/df.tsv new file mode 100644 index 0000000000000000000000000000000000000000..0fb2e162922ae8cc65fa852a5fcba0c854110097 --- /dev/null +++ b/results/df.tsv @@ -0,0 +1,135 @@ +accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv_mb perplexity time_ms wer +0.0 4 0.0 librispeech comb_18 wav2vec rnd_search_t_lin 534.74304 1692.401664 0.0 18.021148 1.0 +0.0 5 0.0 librispeech comb_18 wav2vec rnd_search_t_lin 534.74304 1692.401664 0.0 18.021148 1.0 +0.0 6 0.0 librispeech comb_18 wav2vec rnd_search_t_lin 534.74304 1692.401664 0.0 18.021148 1.0 +0.0 7 0.0 librispeech comb_18 wav2vec rnd_search_t_lin 534.74304 1692.401664 0.0 18.021148 1.0 +0.0 8 0.0 librispeech comb_18 wav2vec rnd_search_t_lin 534.74304 1692.401664 0.0 18.021148 1.0 +0.0 4 0.0 librispeech comb_9 wav2vec rnd_search_t_lin 534.74304 1692.401664 0.0 21.51197 1.0 +0.0 5 0.0 librispeech comb_9 wav2vec rnd_search_t_lin 534.74304 1692.401664 0.0 21.51197 1.0 +0.0 6 0.0 librispeech comb_9 wav2vec rnd_search_t_lin 534.74304 1692.401664 0.0 21.51197 1.0 +0.0 7 0.0 librispeech comb_9 wav2vec rnd_search_t_lin 534.74304 1692.401664 0.0 21.51197 1.0 +0.0 8 0.0 librispeech comb_9 wav2vec rnd_search_t_lin 534.74304 1692.401664 0.0 21.51197 1.0 +0.0 4 0.0 librispeech comb_11 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 23.967025 1.0 +0.0 5 0.0 librispeech comb_11 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 23.967025 1.0 +0.0 6 0.0 librispeech comb_11 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 23.967025 1.0 +0.0 4 0.0 librispeech comb_3 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 24.532519 1.0 +0.0 5 0.0 librispeech comb_3 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 24.532519 1.0 +0.0 6 0.0 librispeech comb_3 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 24.532519 1.0 +0.0 7 0.0 librispeech comb_3 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 24.532519 1.0 +0.0 8 0.0 librispeech comb_3 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 24.532519 1.0 +0.0 4 0.0 librispeech comb_7 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 24.651213 1.0 +0.0 5 0.0 librispeech comb_7 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 24.651213 1.0 +0.0 6 0.0 librispeech comb_7 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 24.651213 1.0 +0.0 7 0.0 librispeech comb_7 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 24.651213 1.0 +0.0 8 0.0 librispeech comb_7 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 24.651213 1.0 +0.0 4 0.0 librispeech comb_10 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 28.417392 1.0 +0.0 5 0.0 librispeech comb_10 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 28.417392 1.0 +0.0 6 0.0 librispeech comb_10 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 28.417392 1.0 +0.0 7 0.0 librispeech comb_10 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 28.417392 1.0 +0.0 8 0.0 librispeech comb_10 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 28.417392 1.0 +0.0 4 0.0 librispeech comb_0 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 47.038619 1.0 +0.0 5 0.0 librispeech comb_0 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 47.038619 1.0 +0.0 6 0.0 librispeech comb_0 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 47.038619 1.0 +0.0 7 0.0 librispeech comb_0 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 47.038619 1.0 +0.0 8 0.0 librispeech comb_0 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 47.038619 1.0 +0.0 4 0.0 librispeech comb_4 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 72.383839 1.0 +0.0 5 0.0 librispeech comb_4 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 72.383839 1.0 +0.0 6 0.0 librispeech comb_4 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 72.383839 1.0 +0.0 7 0.0 librispeech comb_4 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 72.383839 1.0 +0.0 8 0.0 librispeech comb_4 wav2vec rnd_search_t_lin 535.632384 1692.401664 0.0 72.383839 1.0 +0.0 4 0.0 librispeech comb_5 wav2vec rnd_search_t_lin 368.001024 1700.790272 0.0 0.03429 1.0 +0.0 5 0.0 librispeech comb_5 wav2vec rnd_search_t_lin 368.001024 1700.790272 0.0 0.03429 1.0 +0.0 6 0.0 librispeech comb_5 wav2vec rnd_search_t_lin 368.001024 1700.790272 0.0 0.03429 1.0 +0.0 7 0.0 librispeech comb_5 wav2vec rnd_search_t_lin 368.001024 1700.790272 0.0 0.03429 1.0 +0.0 8 0.0 librispeech comb_5 wav2vec rnd_search_t_lin 368.001024 1700.790272 0.0 0.03429 1.0 +0.0 4 0.0 librispeech comb_15 wav2vec rnd_search_t_lin 368.001024 1700.790272 0.0 0.035427 1.0 +0.0 5 0.0 librispeech comb_15 wav2vec rnd_search_t_lin 368.001024 1700.790272 0.0 0.035427 1.0 +0.0 6 0.0 librispeech comb_15 wav2vec rnd_search_t_lin 368.001024 1700.790272 0.0 0.035427 1.0 +0.0 7 0.0 librispeech comb_15 wav2vec rnd_search_t_lin 368.001024 1700.790272 0.0 0.035427 1.0 +0.0 8 0.0 librispeech comb_15 wav2vec rnd_search_t_lin 368.001024 1700.790272 0.0 0.035427 1.0 +0.0 8 0.0 librispeech comb_9_t wav2vec rnd_search_t_lin 543.26272 1709.17888 0.0 23.243387 1.0 +0.0 8 0.0 librispeech comb_18_t wav2vec rnd_search_t_lin 543.26272 1713.373184 0.0 24.067546 1.0 +0.0 8 0.0 librispeech comb_7_t wav2vec rnd_search_t_lin 544.152064 1713.373184 0.0 27.689832 1.0 +0.0 6 0.0 librispeech comb_11_t wav2vec rnd_search_t_lin 544.152064 1713.373184 0.0 29.806438 0.9952116935483872 +0.0 8 0.0 librispeech comb_3_t wav2vec rnd_search_t_lin 544.152064 1713.373184 0.0 30.294138 1.0 +0.0 8 0.0 librispeech comb_10_t wav2vec rnd_search_t_lin 544.152064 1713.373184 0.0 31.625319 1.0 +0.0 8 0.0 librispeech comb_0_t wav2vec rnd_search_t_lin 544.152064 1713.373184 0.0 48.301238 1.0 +0.0 8 0.0 librispeech comb_4_t wav2vec rnd_search_t_lin 544.152064 1713.373184 0.0 87.144352 0.9742185901589033 +0.0 8 0.0 librispeech comb_15_t wav2vec rnd_search_t_lin 376.653312 1717.567488 0.0 0.047759 1.0 +0.0 8 0.0 librispeech comb_5_t wav2vec rnd_search_t_lin 377.275904 1723.858944 0.0 0.048327 1.0 +0.0 7 0.0 librispeech comb_16 wav2vec rnd_search_t_lin 658.017792 4888.461312 0.0 19.475732 0.023980035956596518 +0.0 5 0.0 librispeech comb_16 wav2vec rnd_search_t_lin 658.017792 4888.461312 0.0 19.834823 0.02351951428616185 +0.0 4 0.0 librispeech comb_16 wav2vec rnd_search_t_lin 658.017792 4888.461312 0.0 20.940039 0.02619239782066391 +0.0 8 0.0 librispeech comb_16 wav2vec rnd_search_t_lin 658.017792 4888.461312 0.0 46.45219 0.02386593092991305 +0.0 6 0.0 librispeech comb_16 wav2vec rnd_search_t_lin 658.017792 4888.461312 0.0 71.14637 0.023544148896753415 +0.0 8 0.0 librispeech ao_woq wav2vec fixed 658.017792 4890.558464 0.0 22.049117 0.0239712250945444 +0.0 6 0.0 librispeech woq wav2vec fixed 658.092544 4890.558464 0.0 20.803076 0.023403133909483263 +0.0 8 0.0 librispeech woq wav2vec fixed 658.092544 4890.558464 0.0 21.415238 0.023949485964109615 +0.0 4 0.0 librispeech woq wav2vec fixed 658.092544 4890.558464 0.0 21.544239 0.026890793041297302 +0.0 7 0.0 librispeech woq wav2vec fixed 658.092544 4890.558464 0.0 21.668937 0.02360797884916856 +0.0 5 0.0 librispeech woq wav2vec fixed 658.092544 4890.558464 0.0 22.433276 0.02373264149263218 +0.0 7 0.0 librispeech comb_13 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 26.827466 0.02428488482279672 +0.0 5 0.0 librispeech comb_13 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 26.854838 0.026892650174800595 +0.0 8 0.0 librispeech comb_2 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 27.12799 0.024539452202751735 +0.0 7 0.0 librispeech comb_8 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 27.282887 0.023974958482124196 +0.0 4 0.0 librispeech comb_8 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 27.383767 0.025533730207134946 +0.0 6 0.0 librispeech comb_8 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 27.517049 0.023540889393281295 +0.0 6 0.0 librispeech comb_13 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 27.568905 0.024826197928463613 +0.0 8 0.0 librispeech comb_8 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 27.660646 0.0240826366093124 +0.0 5 0.0 librispeech comb_8 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 27.739389 0.023270347068965434 +0.0 4 0.0 librispeech comb_2 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 28.036232 0.026267748648692038 +0.0 7 0.0 librispeech comb_2 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 28.070328 0.024078371798872997 +0.0 8 0.0 librispeech comb_11 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 28.196165 0.14712487237636096 +0.0 4 0.0 librispeech comb_13 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 28.355267 0.03823723353183958 +0.0 5 0.0 librispeech comb_2 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 28.432724 0.02434191194583142 +0.0 6 0.0 librispeech comb_2 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 28.591727 0.02465442149946387 +0.0 8 0.0 librispeech comb_1 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 29.078987 0.02387017091825321 +0.0 6 0.0 librispeech comb_1 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 29.088236 0.02350409387739504 +0.0 7 0.0 librispeech comb_1 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 29.275808 0.02352980555897481 +0.0 4 0.0 librispeech comb_1 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 29.570329 0.02512979664608561 +0.0 5 0.0 librispeech comb_1 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 29.660692 0.02383274121025017 +0.0 5 0.0 librispeech comb_6 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 31.655458 0.023316512205090286 +0.0 6 0.0 librispeech comb_6 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 32.07341 0.024229770790424664 +0.0 4 0.0 librispeech comb_6 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 32.284065 0.024176112528732255 +0.0 8 0.0 librispeech comb_6 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 32.346682 0.02459440984051447 +0.0 7 0.0 librispeech comb_6 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 32.53951 0.024392582662243624 +0.0 7 0.0 librispeech comb_11 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 100.574756 0.026767809976458258 +0.0 8 0.0 librispeech comb_13 wav2vec rnd_search_t_lin 658.907136 4890.558464 0.0 101.572735 0.02383321300453717 +0.0 4 0.0 librispeech comb_16_t wav2vec rnd_search_t_lin 666.537472 4909.432832 0.0 21.086356 0.02662483512501136 +0.0 5 0.0 librispeech comb_16_t wav2vec rnd_search_t_lin 666.537472 4909.432832 0.0 22.157745 0.02374604687320672 +0.0 6 0.0 librispeech comb_16_t wav2vec rnd_search_t_lin 666.537472 4909.432832 0.0 22.166051 0.023957997469957845 +0.0 7 0.0 librispeech comb_16_t wav2vec rnd_search_t_lin 666.537472 4909.432832 0.0 25.757375 0.02688556656113031 +0.0 8 0.0 librispeech comb_16_t wav2vec rnd_search_t_lin 666.537472 4909.432832 0.0 108.721444 0.025397495028298536 +0.0 7 0.0 librispeech woq_t wav2vec fixed 666.612224 4911.529984 0.0 23.143686 0.025692659525250825 +0.0 6 0.0 librispeech woq_t wav2vec fixed 666.612224 4911.529984 0.0 26.03373 0.024932818630662937 +0.0 8 0.0 librispeech woq_t wav2vec fixed 666.612224 4911.529984 0.0 26.911528 0.0258516513756829 +0.0 4 0.0 librispeech woq_t wav2vec fixed 666.612224 4911.529984 0.0 27.004038 0.02764689622288448 +0.0 5 0.0 librispeech woq_t wav2vec fixed 666.612224 4911.529984 0.0 27.863414 0.02444172334295742 +0.0 8 0.0 librispeech comb_11_t wav2vec rnd_search_t_lin 667.426816 4911.529984 0.0 29.036075 0.03580979840037205 +0.0 8 0.0 librispeech comb_13_t wav2vec rnd_search_t_lin 667.426816 4911.529984 0.0 29.040144 0.025383963970120427 +0.0 5 0.0 librispeech comb_13_t wav2vec rnd_search_t_lin 667.426816 4911.529984 0.0 29.158376 0.026963899811240102 +0.0 7 0.0 librispeech comb_11_t wav2vec rnd_search_t_lin 667.426816 4911.529984 0.0 29.188032 0.03248083043755438 +0.0 6 0.0 librispeech comb_13_t wav2vec rnd_search_t_lin 667.426816 4911.529984 0.0 29.323169 0.026308533349046134 +0.0 4 0.0 librispeech comb_2_t wav2vec rnd_search_t_lin 667.426816 4911.529984 0.0 29.578233 0.026755751317578506 +0.0 6 0.0 librispeech comb_8_t wav2vec rnd_search_t_lin 667.426816 4911.529984 0.0 30.284741 0.024666469058423353 +0.0 6 0.0 librispeech comb_2_t wav2vec rnd_search_t_lin 667.426816 4911.529984 0.0 30.949355 0.026554568841152648 +0.0 5 0.0 librispeech comb_1_t wav2vec rnd_search_t_lin 667.426816 4911.529984 0.0 31.572925 0.024211619332564428 +0.0 4 0.0 librispeech comb_13_t wav2vec rnd_search_t_lin 667.426816 4911.529984 0.0 32.014851 0.03958335564272585 +0.0 5 0.0 librispeech comb_8_t wav2vec rnd_search_t_lin 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a/results/results.txt b/results/results.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0c0c57b7b0f36e39bcd0d4124bb7e71486edfae --- /dev/null +++ b/results/results.txt @@ -0,0 +1,136 @@ +| | 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_18 | wav2vec | rnd_search_t_lin | 534.743 | 1692.4 | 0 | 18.0211 | 1 | +| 1 | 0 | 5 | 0 | librispeech | comb_18 | wav2vec | rnd_search_t_lin | 534.743 | 1692.4 | 0 | 18.0211 | 1 | +| 2 | 0 | 6 | 0 | librispeech | comb_18 | wav2vec | rnd_search_t_lin | 534.743 | 1692.4 | 0 | 18.0211 | 1 | +| 3 | 0 | 7 | 0 | librispeech | comb_18 | wav2vec | rnd_search_t_lin | 534.743 | 1692.4 | 0 | 18.0211 | 1 | +| 4 | 0 | 8 | 0 | librispeech | comb_18 | wav2vec | rnd_search_t_lin | 534.743 | 1692.4 | 0 | 18.0211 | 1 | +| 5 | 0 | 4 | 0 | librispeech | comb_9 | wav2vec | rnd_search_t_lin | 534.743 | 1692.4 | 0 | 21.512 | 1 | +| 6 | 0 | 5 | 0 | librispeech | comb_9 | wav2vec | rnd_search_t_lin | 534.743 | 1692.4 | 0 | 21.512 | 1 | +| 7 | 0 | 6 | 0 | librispeech | comb_9 | wav2vec | rnd_search_t_lin | 534.743 | 1692.4 | 0 | 21.512 | 1 | +| 8 | 0 | 7 | 0 | librispeech | comb_9 | wav2vec | rnd_search_t_lin | 534.743 | 1692.4 | 0 | 21.512 | 1 | +| 9 | 0 | 8 | 0 | librispeech | comb_9 | wav2vec | rnd_search_t_lin | 534.743 | 1692.4 | 0 | 21.512 | 1 | +| 10 | 0 | 4 | 0 | librispeech | comb_11 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 23.967 | 1 | +| 11 | 0 | 5 | 0 | librispeech | comb_11 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 23.967 | 1 | +| 12 | 0 | 6 | 0 | librispeech | comb_11 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 23.967 | 1 | +| 13 | 0 | 4 | 0 | librispeech | comb_3 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 24.5325 | 1 | +| 14 | 0 | 5 | 0 | librispeech | comb_3 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 24.5325 | 1 | +| 15 | 0 | 6 | 0 | librispeech | comb_3 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 24.5325 | 1 | +| 16 | 0 | 7 | 0 | librispeech | comb_3 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 24.5325 | 1 | +| 17 | 0 | 8 | 0 | librispeech | comb_3 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 24.5325 | 1 | +| 18 | 0 | 4 | 0 | librispeech | comb_7 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 24.6512 | 1 | +| 19 | 0 | 5 | 0 | librispeech | comb_7 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 24.6512 | 1 | +| 20 | 0 | 6 | 0 | librispeech | comb_7 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 24.6512 | 1 | +| 21 | 0 | 7 | 0 | librispeech | comb_7 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 24.6512 | 1 | +| 22 | 0 | 8 | 0 | librispeech | comb_7 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 24.6512 | 1 | +| 23 | 0 | 4 | 0 | librispeech | comb_10 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 28.4174 | 1 | +| 24 | 0 | 5 | 0 | librispeech | comb_10 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 28.4174 | 1 | +| 25 | 0 | 6 | 0 | librispeech | comb_10 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 28.4174 | 1 | +| 26 | 0 | 7 | 0 | librispeech | comb_10 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 28.4174 | 1 | +| 27 | 0 | 8 | 0 | librispeech | comb_10 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 28.4174 | 1 | +| 28 | 0 | 4 | 0 | librispeech | comb_0 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 47.0386 | 1 | +| 29 | 0 | 5 | 0 | librispeech | comb_0 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 47.0386 | 1 | +| 30 | 0 | 6 | 0 | librispeech | comb_0 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 47.0386 | 1 | +| 31 | 0 | 7 | 0 | librispeech | comb_0 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 47.0386 | 1 | +| 32 | 0 | 8 | 0 | librispeech | comb_0 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 47.0386 | 1 | +| 33 | 0 | 4 | 0 | librispeech | comb_4 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 72.3838 | 1 | +| 34 | 0 | 5 | 0 | librispeech | comb_4 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 72.3838 | 1 | +| 35 | 0 | 6 | 0 | librispeech | comb_4 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 72.3838 | 1 | +| 36 | 0 | 7 | 0 | librispeech | comb_4 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 72.3838 | 1 | +| 37 | 0 | 8 | 0 | librispeech | comb_4 | wav2vec | rnd_search_t_lin | 535.632 | 1692.4 | 0 | 72.3838 | 1 | +| 38 | 0 | 4 | 0 | librispeech | comb_5 | wav2vec | rnd_search_t_lin | 368.001 | 1700.79 | 0 | 0.03429 | 1 | +| 39 | 0 | 5 | 0 | librispeech | comb_5 | wav2vec | rnd_search_t_lin | 368.001 | 1700.79 | 0 | 0.03429 | 1 | +| 40 | 0 | 6 | 0 | librispeech | comb_5 | wav2vec | rnd_search_t_lin | 368.001 | 1700.79 | 0 | 0.03429 | 1 | +| 41 | 0 | 7 | 0 | librispeech | comb_5 | wav2vec | rnd_search_t_lin | 368.001 | 1700.79 | 0 | 0.03429 | 1 | +| 42 | 0 | 8 | 0 | librispeech | comb_5 | wav2vec | rnd_search_t_lin | 368.001 | 1700.79 | 0 | 0.03429 | 1 | +| 43 | 0 | 4 | 0 | librispeech | comb_15 | wav2vec | rnd_search_t_lin | 368.001 | 1700.79 | 0 | 0.035427 | 1 | +| 44 | 0 | 5 | 0 | librispeech | comb_15 | wav2vec | rnd_search_t_lin | 368.001 | 1700.79 | 0 | 0.035427 | 1 | +| 45 | 0 | 6 | 0 | librispeech | comb_15 | wav2vec | rnd_search_t_lin | 368.001 | 1700.79 | 0 | 0.035427 | 1 | +| 46 | 0 | 7 | 0 | librispeech | comb_15 | wav2vec | rnd_search_t_lin | 368.001 | 1700.79 | 0 | 0.035427 | 1 | +| 47 | 0 | 8 | 0 | librispeech | comb_15 | wav2vec | rnd_search_t_lin | 368.001 | 1700.79 | 0 | 0.035427 | 1 | +| 48 | 0 | 8 | 0 | librispeech | comb_9_t | wav2vec | rnd_search_t_lin | 543.263 | 1709.18 | 0 | 23.2434 | 1 | +| 49 | 0 | 8 | 0 | librispeech | comb_18_t | wav2vec | rnd_search_t_lin | 543.263 | 1713.37 | 0 | 24.0675 | 1 | +| 50 | 0 | 8 | 0 | librispeech | comb_7_t | wav2vec | rnd_search_t_lin | 544.152 | 1713.37 | 0 | 27.6898 | 1 | +| 51 | 0 | 6 | 0 | librispeech | comb_11_t | wav2vec | rnd_search_t_lin | 544.152 | 1713.37 | 0 | 29.8064 | 0.995212 | +| 52 | 0 | 8 | 0 | librispeech | comb_3_t | wav2vec | rnd_search_t_lin | 544.152 | 1713.37 | 0 | 30.2941 | 1 | +| 53 | 0 | 8 | 0 | librispeech | comb_10_t | wav2vec | rnd_search_t_lin | 544.152 | 1713.37 | 0 | 31.6253 | 1 | +| 54 | 0 | 8 | 0 | librispeech | comb_0_t | wav2vec | rnd_search_t_lin | 544.152 | 1713.37 | 0 | 48.3012 | 1 | +| 55 | 0 | 8 | 0 | librispeech | comb_4_t | wav2vec | rnd_search_t_lin | 544.152 | 1713.37 | 0 | 87.1444 | 0.974219 | +| 56 | 0 | 8 | 0 | librispeech | comb_15_t | wav2vec | rnd_search_t_lin | 376.653 | 1717.57 | 0 | 0.047759 | 1 | +| 57 | 0 | 8 | 0 | librispeech | comb_5_t | wav2vec | rnd_search_t_lin | 377.276 | 1723.86 | 0 | 0.048327 | 1 | +| 58 | 0 | 7 | 0 | librispeech | comb_16 | wav2vec | rnd_search_t_lin | 658.018 | 4888.46 | 0 | 19.4757 | 0.02398 | +| 59 | 0 | 5 | 0 | librispeech | comb_16 | wav2vec | rnd_search_t_lin | 658.018 | 4888.46 | 0 | 19.8348 | 0.0235195 | +| 60 | 0 | 4 | 0 | librispeech | comb_16 | wav2vec | rnd_search_t_lin | 658.018 | 4888.46 | 0 | 20.94 | 0.0261924 | +| 61 | 0 | 8 | 0 | librispeech | comb_16 | wav2vec | rnd_search_t_lin | 658.018 | 4888.46 | 0 | 46.4522 | 0.0238659 | +| 62 | 0 | 6 | 0 | librispeech | comb_16 | wav2vec | rnd_search_t_lin | 658.018 | 4888.46 | 0 | 71.1464 | 0.0235441 | +| 63 | 0 | 8 | 0 | librispeech | ao_woq | wav2vec | fixed | 658.018 | 4890.56 | 0 | 22.0491 | 0.0239712 | +| 64 | 0 | 6 | 0 | librispeech | woq | wav2vec | fixed | 658.093 | 4890.56 | 0 | 20.8031 | 0.0234031 | +| 65 | 0 | 8 | 0 | librispeech | woq | wav2vec | fixed | 658.093 | 4890.56 | 0 | 21.4152 | 0.0239495 | +| 66 | 0 | 4 | 0 | librispeech | woq | wav2vec | fixed | 658.093 | 4890.56 | 0 | 21.5442 | 0.0268908 | +| 67 | 0 | 7 | 0 | librispeech | woq | wav2vec | fixed | 658.093 | 4890.56 | 0 | 21.6689 | 0.023608 | +| 68 | 0 | 5 | 0 | librispeech | woq | wav2vec | fixed | 658.093 | 4890.56 | 0 | 22.4333 | 0.0237326 | +| 69 | 0 | 7 | 0 | librispeech | comb_13 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 26.8275 | 0.0242849 | +| 70 | 0 | 5 | 0 | librispeech | comb_13 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 26.8548 | 0.0268927 | +| 71 | 0 | 8 | 0 | librispeech | comb_2 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 27.128 | 0.0245395 | +| 72 | 0 | 7 | 0 | librispeech | comb_8 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 27.2829 | 0.023975 | +| 73 | 0 | 4 | 0 | librispeech | comb_8 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 27.3838 | 0.0255337 | +| 74 | 0 | 6 | 0 | librispeech | comb_8 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 27.517 | 0.0235409 | +| 75 | 0 | 6 | 0 | librispeech | comb_13 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 27.5689 | 0.0248262 | +| 76 | 0 | 8 | 0 | librispeech | comb_8 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 27.6606 | 0.0240826 | +| 77 | 0 | 5 | 0 | librispeech | comb_8 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 27.7394 | 0.0232703 | +| 78 | 0 | 4 | 0 | librispeech | comb_2 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 28.0362 | 0.0262677 | +| 79 | 0 | 7 | 0 | librispeech | comb_2 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 28.0703 | 0.0240784 | +| 80 | 0 | 8 | 0 | librispeech | comb_11 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 28.1962 | 0.147125 | +| 81 | 0 | 4 | 0 | librispeech | comb_13 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 28.3553 | 0.0382372 | +| 82 | 0 | 5 | 0 | librispeech | comb_2 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 28.4327 | 0.0243419 | +| 83 | 0 | 6 | 0 | librispeech | comb_2 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 28.5917 | 0.0246544 | +| 84 | 0 | 8 | 0 | librispeech | comb_1 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 29.079 | 0.0238702 | +| 85 | 0 | 6 | 0 | librispeech | comb_1 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 29.0882 | 0.0235041 | +| 86 | 0 | 7 | 0 | librispeech | comb_1 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 29.2758 | 0.0235298 | +| 87 | 0 | 4 | 0 | librispeech | comb_1 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 29.5703 | 0.0251298 | +| 88 | 0 | 5 | 0 | librispeech | comb_1 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 29.6607 | 0.0238327 | +| 89 | 0 | 5 | 0 | librispeech | comb_6 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 31.6555 | 0.0233165 | +| 90 | 0 | 6 | 0 | librispeech | comb_6 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 32.0734 | 0.0242298 | +| 91 | 0 | 4 | 0 | librispeech | comb_6 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 32.2841 | 0.0241761 | +| 92 | 0 | 8 | 0 | librispeech | comb_6 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 32.3467 | 0.0245944 | +| 93 | 0 | 7 | 0 | librispeech | comb_6 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 32.5395 | 0.0243926 | +| 94 | 0 | 7 | 0 | librispeech | comb_11 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 100.575 | 0.0267678 | +| 95 | 0 | 8 | 0 | librispeech | comb_13 | wav2vec | rnd_search_t_lin | 658.907 | 4890.56 | 0 | 101.573 | 0.0238332 | +| 96 | 0 | 4 | 0 | librispeech | comb_16_t | wav2vec | rnd_search_t_lin | 666.537 | 4909.43 | 0 | 21.0864 | 0.0266248 | +| 97 | 0 | 5 | 0 | librispeech | comb_16_t | wav2vec | rnd_search_t_lin | 666.537 | 4909.43 | 0 | 22.1577 | 0.023746 | +| 98 | 0 | 6 | 0 | librispeech | comb_16_t | wav2vec | rnd_search_t_lin | 666.537 | 4909.43 | 0 | 22.1661 | 0.023958 | +| 99 | 0 | 7 | 0 | librispeech | comb_16_t | wav2vec | rnd_search_t_lin | 666.537 | 4909.43 | 0 | 25.7574 | 0.0268856 | +| 100 | 0 | 8 | 0 | librispeech | comb_16_t | wav2vec | rnd_search_t_lin | 666.537 | 4909.43 | 0 | 108.721 | 0.0253975 | +| 101 | 0 | 7 | 0 | librispeech | woq_t | wav2vec | fixed | 666.612 | 4911.53 | 0 | 23.1437 | 0.0256927 | +| 102 | 0 | 6 | 0 | librispeech | woq_t | wav2vec | fixed | 666.612 | 4911.53 | 0 | 26.0337 | 0.0249328 | +| 103 | 0 | 8 | 0 | librispeech | woq_t | wav2vec | fixed | 666.612 | 4911.53 | 0 | 26.9115 | 0.0258517 | +| 104 | 0 | 4 | 0 | librispeech | woq_t | wav2vec | fixed | 666.612 | 4911.53 | 0 | 27.004 | 0.0276469 | +| 105 | 0 | 5 | 0 | librispeech | woq_t | wav2vec | fixed | 666.612 | 4911.53 | 0 | 27.8634 | 0.0244417 | +| 106 | 0 | 8 | 0 | librispeech | comb_11_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 29.0361 | 0.0358098 | +| 107 | 0 | 8 | 0 | librispeech | comb_13_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 29.0401 | 0.025384 | +| 108 | 0 | 5 | 0 | librispeech | comb_13_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 29.1584 | 0.0269639 | +| 109 | 0 | 7 | 0 | librispeech | comb_11_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 29.188 | 0.0324808 | +| 110 | 0 | 6 | 0 | librispeech | comb_13_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 29.3232 | 0.0263085 | +| 111 | 0 | 4 | 0 | librispeech | comb_2_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 29.5782 | 0.0267558 | +| 112 | 0 | 6 | 0 | librispeech | comb_8_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 30.2847 | 0.0246665 | +| 113 | 0 | 6 | 0 | librispeech | comb_2_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 30.9494 | 0.0265546 | +| 114 | 0 | 5 | 0 | librispeech | comb_1_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 31.5729 | 0.0242116 | +| 115 | 0 | 4 | 0 | librispeech | comb_13_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 32.0149 | 0.0395834 | +| 116 | 0 | 5 | 0 | librispeech | comb_8_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 32.0363 | 0.0236881 | +| 117 | 0 | 4 | 0 | librispeech | comb_1_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 32.0821 | 0.0258505 | +| 118 | 0 | 4 | 0 | librispeech | comb_8_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 32.2753 | 0.0251348 | +| 119 | 0 | 8 | 0 | librispeech | comb_2_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 32.6188 | 0.0261445 | +| 120 | 0 | 7 | 0 | librispeech | comb_13_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 33.005 | 0.0251664 | +| 121 | 0 | 8 | 0 | librispeech | comb_8_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 33.0265 | 0.0261751 | +| 122 | 0 | 4 | 0 | librispeech | comb_6_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 33.2213 | 0.0250089 | +| 123 | 0 | 7 | 0 | librispeech | comb_2_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 33.6097 | 0.0266371 | +| 124 | 0 | 7 | 0 | librispeech | comb_8_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 33.8125 | 0.0256382 | +| 125 | 0 | 5 | 0 | librispeech | comb_2_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 34.2334 | 0.0256675 | +| 126 | 0 | 7 | 0 | librispeech | comb_6_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 35.3119 | 0.0271709 | +| 127 | 0 | 7 | 0 | librispeech | comb_1_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 35.3739 | 0.0270532 | +| 128 | 0 | 8 | 0 | librispeech | comb_6_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 35.7013 | 0.0273792 | +| 129 | 0 | 8 | 0 | librispeech | comb_1_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 36.0918 | 0.0253433 | +| 130 | 0 | 5 | 0 | librispeech | comb_6_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 36.2715 | 0.0251791 | +| 131 | 0 | 6 | 0 | librispeech | comb_6_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 36.6056 | 0.0256594 | +| 132 | 0 | 6 | 0 | librispeech | comb_1_t | wav2vec | rnd_search_t_lin | 667.427 | 4911.53 | 0 | 45.5921 | 0.0245439 | +| 133 | 0 | 32 | 0 | librispeech | base | wav2vec | ---- | 1564.77 | 5620.37 | 0 | 15.8763 | 0.0239474 | \ No newline at end of file