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wav2vec-nlr-cosine-3949a70b2a95

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Adds final graphs

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  1. results/best_param_per_func_with_baselines/wav2vec/4/best_param_per_func_with_baselines.png +0 -0
  2. results/best_param_per_func_with_baselines/wav2vec/5/best_param_per_func_with_baselines.png +0 -0
  3. results/best_param_per_func_with_baselines/wav2vec/6/best_param_per_func_with_baselines.png +0 -0
  4. results/best_param_per_func_with_baselines/wav2vec/7/best_param_per_func_with_baselines.png +0 -0
  5. results/best_param_per_func_with_baselines/wav2vec/8/best_param_per_func_with_baselines.png +0 -0
  6. results/bitwidth_acc_decay_per_function/wav2vec.png +0 -0
  7. results/df.tsv +109 -0
  8. results/func_by_param_init_method/wav2vec/4/comb_1.png +0 -0
  9. results/func_by_param_init_method/wav2vec/4/comb_11.png +0 -0
  10. results/func_by_param_init_method/wav2vec/4/comb_11_t.png +0 -0
  11. results/func_by_param_init_method/wav2vec/4/comb_18.png +0 -0
  12. results/func_by_param_init_method/wav2vec/4/comb_18_t.png +0 -0
  13. results/func_by_param_init_method/wav2vec/4/comb_1_t.png +0 -0
  14. results/func_by_param_init_method/wav2vec/4/comb_5.png +0 -0
  15. results/func_by_param_init_method/wav2vec/4/comb_5_t.png +0 -0
  16. results/func_by_param_init_method/wav2vec/4/comb_8.png +0 -0
  17. results/func_by_param_init_method/wav2vec/4/comb_8_t.png +0 -0
  18. results/func_by_param_init_method/wav2vec/5/comb_1.png +0 -0
  19. results/func_by_param_init_method/wav2vec/5/comb_11.png +0 -0
  20. results/func_by_param_init_method/wav2vec/5/comb_11_t.png +0 -0
  21. results/func_by_param_init_method/wav2vec/5/comb_18.png +0 -0
  22. results/func_by_param_init_method/wav2vec/5/comb_18_t.png +0 -0
  23. results/func_by_param_init_method/wav2vec/5/comb_1_t.png +0 -0
  24. results/func_by_param_init_method/wav2vec/5/comb_5.png +0 -0
  25. results/func_by_param_init_method/wav2vec/5/comb_5_t.png +0 -0
  26. results/func_by_param_init_method/wav2vec/5/comb_8.png +0 -0
  27. results/func_by_param_init_method/wav2vec/5/comb_8_t.png +0 -0
  28. results/func_by_param_init_method/wav2vec/6/comb_1.png +0 -0
  29. results/func_by_param_init_method/wav2vec/6/comb_11.png +0 -0
  30. results/func_by_param_init_method/wav2vec/6/comb_11_t.png +0 -0
  31. results/func_by_param_init_method/wav2vec/6/comb_18.png +0 -0
  32. results/func_by_param_init_method/wav2vec/6/comb_18_t.png +0 -0
  33. results/func_by_param_init_method/wav2vec/6/comb_1_t.png +0 -0
  34. results/func_by_param_init_method/wav2vec/6/comb_5.png +0 -0
  35. results/func_by_param_init_method/wav2vec/6/comb_5_t.png +0 -0
  36. results/func_by_param_init_method/wav2vec/6/comb_8.png +0 -0
  37. results/func_by_param_init_method/wav2vec/6/comb_8_t.png +0 -0
  38. results/func_by_param_init_method/wav2vec/7/comb_1.png +0 -0
  39. results/func_by_param_init_method/wav2vec/7/comb_11.png +0 -0
  40. results/func_by_param_init_method/wav2vec/7/comb_11_t.png +0 -0
  41. results/func_by_param_init_method/wav2vec/7/comb_17.png +0 -0
  42. results/func_by_param_init_method/wav2vec/7/comb_17_t.png +0 -0
  43. results/func_by_param_init_method/wav2vec/7/comb_18.png +0 -0
  44. results/func_by_param_init_method/wav2vec/7/comb_18_t.png +0 -0
  45. results/func_by_param_init_method/wav2vec/7/comb_1_t.png +0 -0
  46. results/func_by_param_init_method/wav2vec/7/comb_5.png +0 -0
  47. results/func_by_param_init_method/wav2vec/7/comb_5_t.png +0 -0
  48. results/func_by_param_init_method/wav2vec/7/comb_8.png +0 -0
  49. results/func_by_param_init_method/wav2vec/7/comb_8_t.png +0 -0
  50. results/func_by_param_init_method/wav2vec/8/comb_1.png +0 -0
results/best_param_per_func_with_baselines/wav2vec/4/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/wav2vec/5/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/wav2vec/6/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/wav2vec/7/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/wav2vec/8/best_param_per_func_with_baselines.png ADDED
results/bitwidth_acc_decay_per_function/wav2vec.png ADDED
results/df.tsv ADDED
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1
+ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv_mb perplexity time_ms wer
2
+ 0.0 4 0.0 librispeech comb_2 wav2vec nlr_t_cos 534.74304 1692.401664 0.0 18.847118 1.0
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+ 0.0 5 0.0 librispeech comb_2 wav2vec nlr_t_cos 534.74304 1692.401664 0.0 18.847118 1.0
4
+ 0.0 6 0.0 librispeech comb_2 wav2vec nlr_t_cos 534.74304 1692.401664 0.0 18.847118 1.0
5
+ 0.0 7 0.0 librispeech comb_2 wav2vec nlr_t_cos 534.74304 1692.401664 0.0 18.847118 1.0
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+ 0.0 8 0.0 librispeech comb_2 wav2vec nlr_t_cos 534.74304 1692.401664 0.0 18.847118 1.0
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+ 0.0 4 0.0 librispeech comb_6 wav2vec nlr_t_cos 534.74304 1692.401664 0.0 19.456587 1.0
8
+ 0.0 5 0.0 librispeech comb_6 wav2vec nlr_t_cos 534.74304 1692.401664 0.0 19.456587 1.0
9
+ 0.0 6 0.0 librispeech comb_6 wav2vec nlr_t_cos 534.74304 1692.401664 0.0 19.456587 1.0
10
+ 0.0 7 0.0 librispeech comb_6 wav2vec nlr_t_cos 534.74304 1692.401664 0.0 19.456587 1.0
11
+ 0.0 8 0.0 librispeech comb_6 wav2vec nlr_t_cos 534.74304 1692.401664 0.0 19.456587 1.0
12
+ 0.0 4 0.0 librispeech comb_16 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 22.255159 1.0
13
+ 0.0 5 0.0 librispeech comb_16 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 22.255159 1.0
14
+ 0.0 6 0.0 librispeech comb_16 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 22.255159 1.0
15
+ 0.0 7 0.0 librispeech comb_16 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 22.255159 1.0
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+ 0.0 8 0.0 librispeech comb_16 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 22.255159 1.0
17
+ 0.0 4 0.0 librispeech comb_4 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 22.986652 1.0
18
+ 0.0 5 0.0 librispeech comb_4 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 22.986652 1.0
19
+ 0.0 6 0.0 librispeech comb_4 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 22.986652 1.0
20
+ 0.0 7 0.0 librispeech comb_4 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 22.986652 1.0
21
+ 0.0 8 0.0 librispeech comb_4 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 22.986652 1.0
22
+ 0.0 4 0.0 librispeech comb_9 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 25.480996 1.0
23
+ 0.0 5 0.0 librispeech comb_9 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 25.480996 1.0
24
+ 0.0 6 0.0 librispeech comb_9 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 25.480996 1.0
25
+ 0.0 7 0.0 librispeech comb_9 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 25.480996 1.0
26
+ 0.0 8 0.0 librispeech comb_9 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 25.480996 1.0
27
+ 0.0 4 0.0 librispeech comb_7 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 27.712339 1.0
28
+ 0.0 5 0.0 librispeech comb_7 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 27.712339 1.0
29
+ 0.0 6 0.0 librispeech comb_7 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 27.712339 1.0
30
+ 0.0 7 0.0 librispeech comb_7 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 27.712339 1.0
31
+ 0.0 8 0.0 librispeech comb_7 wav2vec nlr_t_cos 535.632384 1692.401664 0.0 27.712339 1.0
32
+ 0.0 4 0.0 librispeech comb_14 wav2vec nlr_t_cos 368.001024 1700.790272 0.0 0.033001 1.0
33
+ 0.0 5 0.0 librispeech comb_14 wav2vec nlr_t_cos 368.001024 1700.790272 0.0 0.033001 1.0
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+ 0.0 6 0.0 librispeech comb_14 wav2vec nlr_t_cos 368.001024 1700.790272 0.0 0.033001 1.0
35
+ 0.0 7 0.0 librispeech comb_14 wav2vec nlr_t_cos 368.001024 1700.790272 0.0 0.033001 1.0
36
+ 0.0 8 0.0 librispeech comb_14 wav2vec nlr_t_cos 368.001024 1700.790272 0.0 0.033001 1.0
37
+ 0.0 8 0.0 librispeech comb_6_t wav2vec nlr_t_cos 543.26272 1709.17888 0.0 22.199822 1.0
38
+ 0.0 8 0.0 librispeech comb_2_t wav2vec nlr_t_cos 543.26272 1713.373184 0.0 83.267513 1.0
39
+ 0.0 8 0.0 librispeech comb_16_t wav2vec nlr_t_cos 544.152064 1713.373184 0.0 24.408617 1.0
40
+ 0.0 8 0.0 librispeech comb_9_t wav2vec nlr_t_cos 544.152064 1713.373184 0.0 29.965255 1.0
41
+ 0.0 8 0.0 librispeech comb_4_t wav2vec nlr_t_cos 544.152064 1713.373184 0.0 71.397676 1.0
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+ 0.0 8 0.0 librispeech comb_7_t wav2vec nlr_t_cos 544.160256 1713.373184 0.0 81.002541 1.0
43
+ 0.0 8 0.0 librispeech comb_14_t wav2vec nlr_t_cos 376.653312 1717.567488 0.0 0.04261 1.0
44
+ 0.0 8 0.0 librispeech ao_woq wav2vec fixed 658.017792 4890.558464 0.0 19.99874 0.0239712250945444
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+ 0.0 6 0.0 librispeech woq wav2vec fixed 658.092544 4890.558464 0.0 19.604473 0.023403133909483263
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+ 0.0 7 0.0 librispeech woq wav2vec fixed 658.092544 4890.558464 0.0 19.624523 0.02360797884916856
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+ 0.0 5 0.0 librispeech woq wav2vec fixed 658.092544 4890.558464 0.0 19.995644 0.02373264149263218
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+ 0.0 4 0.0 librispeech woq wav2vec fixed 658.092544 4890.558464 0.0 20.249582 0.026890793041297302
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+ 0.0 8 0.0 librispeech woq wav2vec fixed 658.092544 4890.558464 0.0 21.056736 0.023949485964109615
50
+ 0.0 6 0.0 librispeech comb_18 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 25.144618 0.023539078495845397
51
+ 0.0 5 0.0 librispeech comb_18 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 25.163895 0.023763607877357828
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+ 0.0 6 0.0 librispeech comb_11 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 25.356385 0.023495166772093855
53
+ 0.0 4 0.0 librispeech comb_18 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 25.486303 0.024697398004920892
54
+ 0.0 8 0.0 librispeech comb_1 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 25.604171 0.023669247729556857
55
+ 0.0 7 0.0 librispeech comb_11 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 25.942338 0.023836736471438486
56
+ 0.0 4 0.0 librispeech comb_1 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 25.970995 0.027002575885784193
57
+ 0.0 5 0.0 librispeech comb_1 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 26.020116 0.02447424561719748
58
+ 0.0 8 0.0 librispeech comb_17 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 26.176041 0.02816122164988537
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+ 0.0 5 0.0 librispeech comb_11 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 26.317576 0.023834038372603478
60
+ 0.0 7 0.0 librispeech comb_1 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 26.548625 0.023857278347624068
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+ 0.0 4 0.0 librispeech comb_11 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 26.599054 0.02984334068381743
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+ 0.0 7 0.0 librispeech comb_18 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 27.157314 0.02365713698989094
63
+ 0.0 7 0.0 librispeech comb_5 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 28.05513 0.023884280635718794
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+ 0.0 4 0.0 librispeech comb_5 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 28.190981 0.024521945063787874
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+ 0.0 5 0.0 librispeech comb_5 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 28.24324 0.024067161138767328
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+ 0.0 8 0.0 librispeech comb_5 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 28.490844 0.023856533382971546
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+ 0.0 8 0.0 librispeech comb_8 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 31.252051 0.025552085188947714
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+ 0.0 6 0.0 librispeech comb_8 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 31.406949 0.02572020022084519
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+ 0.0 5 0.0 librispeech comb_8 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 31.500394 0.027273080744219774
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+ 0.0 4 0.0 librispeech comb_8 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 31.678893 0.029272106501805478
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+ 0.0 7 0.0 librispeech comb_8 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 31.969952 0.025873352966376315
72
+ 0.0 8 0.0 librispeech comb_18 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 39.66348 0.024030404466455255
73
+ 0.0 6 0.0 librispeech comb_1 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 67.687746 0.023490826054826466
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+ 0.0 8 0.0 librispeech comb_11 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 67.821785 0.02413418994686355
75
+ 0.0 7 0.0 librispeech comb_17 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 68.899488 0.029577137486996943
76
+ 0.0 6 0.0 librispeech comb_5 wav2vec nlr_t_cos 658.907136 4890.558464 0.0 105.493698 0.023465601393668756
77
+ 0.0 8 0.0 librispeech woq_t wav2vec fixed 666.612224 4911.529984 0.0 21.605087 0.025077818775559348
78
+ 0.0 6 0.0 librispeech woq_t wav2vec fixed 666.612224 4911.529984 0.0 21.956935 0.023640572851655387
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+ 0.0 4 0.0 librispeech woq_t wav2vec fixed 666.612224 4911.529984 0.0 22.008846 0.02756997745537747
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+ 0.0 7 0.0 librispeech woq_t wav2vec fixed 666.612224 4911.529984 0.0 22.15792 0.02565918350337094
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+ 0.0 5 0.0 librispeech woq_t wav2vec fixed 666.612224 4911.529984 0.0 24.75627 0.024928733146878993
82
+ 0.0 5 0.0 librispeech comb_18_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 27.074575 0.02453256687914986
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+ 0.0 7 0.0 librispeech comb_18_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 27.164106 0.02581491874120095
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+ 0.0 4 0.0 librispeech comb_11_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 27.29461 0.03067517683173995
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+ 0.0 7 0.0 librispeech comb_11_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 27.899555 0.024638643900257454
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+ 0.0 7 0.0 librispeech comb_1_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 28.025304 0.02582764954407643
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+ 0.0 5 0.0 librispeech comb_5_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 29.047735 0.024648485317355775
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+ 0.0 6 0.0 librispeech comb_5_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 29.280497 0.024218708161090986
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+ 0.0 4 0.0 librispeech comb_1_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 29.377905 0.026845333835685003
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+ 0.0 6 0.0 librispeech comb_11_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 29.989683 0.02436253581304507
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+ 0.0 4 0.0 librispeech comb_18_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 30.442991 0.02521592465284311
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+ 0.0 8 0.0 librispeech comb_17_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 30.542393 0.028089652623081024
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+ 0.0 5 0.0 librispeech comb_11_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 30.635028 0.023928365298834832
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+ 0.0 6 0.0 librispeech comb_1_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 31.124193 0.02405677942823918
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+ 0.0 7 0.0 librispeech comb_17_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 31.42723 0.028704300304967435
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+ 0.0 5 0.0 librispeech comb_8_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 32.45743 0.028665356796433276
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+ 0.0 5 0.0 librispeech comb_1_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 32.591663 0.02570958548686852
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+ 0.0 4 0.0 librispeech comb_5_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 33.732197 0.02456115946571341
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+ 0.0 6 0.0 librispeech comb_8_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 34.068422 0.026231237854942767
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+ 0.0 4 0.0 librispeech comb_8_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 34.264919 0.03012958869243752
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+ 0.0 7 0.0 librispeech comb_8_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 34.726078 0.02853896494127691
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+ 0.0 8 0.0 librispeech comb_11_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 38.225 0.026221406868415346
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+ 0.0 8 0.0 librispeech comb_8_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 96.434424 0.027318534195571863
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+ 0.0 7 0.0 librispeech comb_5_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 130.634243 0.025330591899050823
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+ 0.0 8 0.0 librispeech comb_5_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 131.950293 0.026115731387810363
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+ 0.0 8 0.0 librispeech comb_1_t wav2vec nlr_t_cos 667.426816 4911.529984 0.0 133.954039 0.025066887986668198
109
+ 0.0 32 0.0 librispeech base wav2vec ---- 1564.76928 5620.36736 0.0 15.091773 0.023947350960002358
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