Adds final graphs
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- results/best_param_per_func_with_baselines/wav2vec/4/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/wav2vec/5/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/wav2vec/6/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/wav2vec/7/best_param_per_func_with_baselines.png +0 -0
- results/best_param_per_func_with_baselines/wav2vec/8/best_param_per_func_with_baselines.png +0 -0
- results/bitwidth_acc_decay_per_function/wav2vec.png +0 -0
- results/df.tsv +128 -0
- results/func_by_param_init_method/wav2vec/4/comb_10.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_10_t.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_12.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_12_t.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_15.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_15_t.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_18.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_18_t.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_3.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_3_t.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_5.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_5_t.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_8.png +0 -0
- results/func_by_param_init_method/wav2vec/4/comb_8_t.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_10.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_10_t.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_12.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_12_t.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_15.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_15_t.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_18.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_18_t.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_3.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_3_t.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_5.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_5_t.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_8.png +0 -0
- results/func_by_param_init_method/wav2vec/5/comb_8_t.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_1.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_10.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_10_t.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_12.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_12_t.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_15.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_15_t.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_18.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_18_t.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_1_t.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_3.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_3_t.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_5.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_5_t.png +0 -0
- results/func_by_param_init_method/wav2vec/6/comb_8.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
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0.0 4 0.0 librispeech comb_7 wav2vec nlr_t_lin 534.74304 1633.681408 0.0 27.814796 1.0
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0.0 6 0.0 librispeech comb_7 wav2vec nlr_t_lin 534.74304 1633.681408 0.0 27.814796 1.0
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0.0 7 0.0 librispeech comb_7 wav2vec nlr_t_lin 534.74304 1633.681408 0.0 27.814796 1.0
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0.0 8 0.0 librispeech comb_7 wav2vec nlr_t_lin 534.74304 1633.681408 0.0 27.814796 1.0
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0.0 4 0.0 librispeech comb_4 wav2vec nlr_t_lin 534.74304 1633.681408 0.0 37.727286 1.0
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0.0 5 0.0 librispeech comb_4 wav2vec nlr_t_lin 534.74304 1633.681408 0.0 37.727286 1.0
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0.0 6 0.0 librispeech comb_4 wav2vec nlr_t_lin 534.74304 1633.681408 0.0 37.727286 1.0
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0.0 7 0.0 librispeech comb_4 wav2vec nlr_t_lin 534.74304 1633.681408 0.0 37.727286 1.0
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0.0 8 0.0 librispeech comb_4 wav2vec nlr_t_lin 534.74304 1633.681408 0.0 37.727286 1.0
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0.0 4 0.0 librispeech comb_17 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 32.042225 1.0
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0.0 5 0.0 librispeech comb_17 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 32.042225 1.0
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0.0 6 0.0 librispeech comb_17 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 32.042225 1.0
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0.0 7 0.0 librispeech comb_17 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 32.042225 1.0
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0.0 8 0.0 librispeech comb_17 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 32.042225 1.0
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0.0 4 0.0 librispeech comb_1 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 34.872758 1.0
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0.0 5 0.0 librispeech comb_1 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 34.872758 1.0
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0.0 4 0.0 librispeech comb_2 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 111.374391 1.0
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0.0 5 0.0 librispeech comb_2 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 111.374391 1.0
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0.0 6 0.0 librispeech comb_2 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 111.374391 1.0
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0.0 7 0.0 librispeech comb_2 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 111.374391 1.0
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0.0 8 0.0 librispeech comb_2 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 111.374391 1.0
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0.0 4 0.0 librispeech comb_6 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 121.667063 1.0
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0.0 5 0.0 librispeech comb_6 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 121.667063 1.0
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0.0 6 0.0 librispeech comb_6 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 121.667063 1.0
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0.0 7 0.0 librispeech comb_6 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 121.667063 1.0
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0.0 8 0.0 librispeech comb_6 wav2vec nlr_t_lin 535.632384 1633.681408 0.0 121.667063 1.0
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0.0 4 0.0 librispeech comb_11 wav2vec nlr_t_lin 368.001024 1642.070016 0.0 0.049394 1.0
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0.0 5 0.0 librispeech comb_11 wav2vec nlr_t_lin 368.001024 1642.070016 0.0 0.049394 1.0
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0.0 6 0.0 librispeech comb_11 wav2vec nlr_t_lin 368.001024 1642.070016 0.0 0.049394 1.0
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0.0 7 0.0 librispeech comb_11 wav2vec nlr_t_lin 368.001024 1642.070016 0.0 0.049394 1.0
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0.0 8 0.0 librispeech comb_11 wav2vec nlr_t_lin 368.001024 1642.070016 0.0 0.049394 1.0
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0.0 8 0.0 librispeech comb_7_t wav2vec nlr_t_lin 543.26272 1650.458624 0.0 37.96796 1.0
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0.0 8 0.0 librispeech comb_4_t wav2vec nlr_t_lin 543.26272 1654.652928 0.0 126.593066 1.0
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0.0 8 0.0 librispeech comb_6_t wav2vec nlr_t_lin 544.152064 1654.652928 0.0 55.025842 1.0
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0.0 5 0.0 librispeech comb_1_t wav2vec nlr_t_lin 544.152064 1654.652928 0.0 59.614204 1.0
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0.0 8 0.0 librispeech comb_2_t wav2vec nlr_t_lin 544.152064 1654.652928 0.0 61.59884 1.0
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0.0 8 0.0 librispeech comb_17_t wav2vec nlr_t_lin 544.152064 1654.652928 0.0 139.147688 1.0
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0.0 8 0.0 librispeech comb_11_t wav2vec nlr_t_lin 376.653312 1658.847232 0.0 0.069782 1.0
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0.0 8 0.0 librispeech comb_15_t wav2vec nlr_t_lin 671.550976 4724.883456 0.0 101.677689 0.02870318036324954
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0.0 8 0.0 librispeech woq wav2vec fixed 658.092544 4831.838208 0.0 34.054058 0.023949485964109615
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0.0 6 0.0 librispeech woq wav2vec fixed 658.092544 4831.838208 0.0 38.632761 0.023403133909483263
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0.0 4 0.0 librispeech woq wav2vec fixed 658.092544 4831.838208 0.0 107.706768 0.026890793041297302
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0.0 7 0.0 librispeech woq wav2vec fixed 658.092544 4831.838208 0.0 112.77822 0.02360797884916856
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0.0 8 0.0 librispeech comb_18 wav2vec nlr_t_lin 658.907136 4831.838208 0.0 57.72049 0.0240826366093124
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0.0 4 0.0 librispeech comb_5 wav2vec nlr_t_lin 658.907136 4831.838208 0.0 63.938775 0.028757351071776474
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0.0 7 0.0 librispeech comb_1 wav2vec nlr_t_lin 658.907136 4831.838208 0.0 108.000045 0.02831855117949098
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0.0 5 0.0 librispeech comb_18 wav2vec nlr_t_lin 658.907136 4831.838208 0.0 114.196506 0.023270347068965434
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92 |
+
0.0 5 0.0 librispeech woq_t wav2vec fixed 666.612224 4852.809728 0.0 124.49714 0.02459006009392575
|
93 |
+
0.0 7 0.0 librispeech woq_t wav2vec fixed 666.612224 4852.809728 0.0 128.42514 0.02544084386057621
|
94 |
+
0.0 8 0.0 librispeech comb_18_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 44.902403 0.02548740649079719
|
95 |
+
0.0 6 0.0 librispeech comb_8_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 46.574033 0.03277526035019976
|
96 |
+
0.0 6 0.0 librispeech comb_10_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 48.420106 0.02523792205281168
|
97 |
+
0.0 7 0.0 librispeech comb_5_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 49.659832 0.02795528527134854
|
98 |
+
0.0 5 0.0 librispeech comb_5_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 51.678676 0.029396264704725516
|
99 |
+
0.0 8 0.0 librispeech comb_1_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 51.786036 0.03388224073603945
|
100 |
+
0.0 4 0.0 librispeech comb_18_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 54.498857 0.025116620929210562
|
101 |
+
0.0 7 0.0 librispeech comb_10_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 55.235672 0.02689246572541382
|
102 |
+
0.0 8 0.0 librispeech comb_8_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 56.486973 0.02951701067450945
|
103 |
+
0.0 6 0.0 librispeech comb_1_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 56.493479 0.032468637689927735
|
104 |
+
0.0 6 0.0 librispeech comb_3_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 56.92998 0.024312624719272962
|
105 |
+
0.0 7 0.0 librispeech comb_1_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 57.809277 0.031066804866264355
|
106 |
+
0.0 7 0.0 librispeech comb_3_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 58.366224 0.025373992015866646
|
107 |
+
0.0 5 0.0 librispeech comb_10_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 60.430622 0.02892425277644982
|
108 |
+
0.0 7 0.0 librispeech comb_8_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 63.497173 0.029077181966244463
|
109 |
+
0.0 5 0.0 librispeech comb_18_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 66.221502 0.02426025734076646
|
110 |
+
0.0 4 0.0 librispeech comb_3_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 66.329858 0.02524117359812991
|
111 |
+
0.0 4 0.0 librispeech comb_5_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 74.812814 0.029531344602241823
|
112 |
+
0.0 7 0.0 librispeech comb_12_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 84.435277 0.02540188278476778
|
113 |
+
0.0 8 0.0 librispeech comb_3_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 100.154804 0.025008779630465088
|
114 |
+
0.0 8 0.0 librispeech comb_5_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 118.909086 0.029668559764623965
|
115 |
+
0.0 6 0.0 librispeech comb_12_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 127.223542 0.02355938179389552
|
116 |
+
0.0 4 0.0 librispeech comb_10_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 128.879592 0.0411994245970208
|
117 |
+
0.0 4 0.0 librispeech comb_12_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 128.972658 0.026052788771380293
|
118 |
+
0.0 8 0.0 librispeech comb_12_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 129.52967 0.02591093127384973
|
119 |
+
0.0 7 0.0 librispeech comb_18_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 132.7597 0.026428590479861704
|
120 |
+
0.0 5 0.0 librispeech comb_8_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 132.97195 0.033240904990388405
|
121 |
+
0.0 6 0.0 librispeech comb_5_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 134.120697 0.02808722711561718
|
122 |
+
0.0 5 0.0 librispeech comb_12_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 134.8234 0.025260554100306688
|
123 |
+
0.0 8 0.0 librispeech comb_10_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 138.247327 0.025417793589675292
|
124 |
+
0.0 4 0.0 librispeech comb_8_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 143.541767 0.04053977904013921
|
125 |
+
0.0 6 0.0 librispeech comb_18_t wav2vec nlr_t_lin 667.426816 4852.809728 0.0 146.549222 0.024631908161671778
|
126 |
+
0.0 5 0.0 librispeech comb_3_t wav2vec nlr_t_lin 668.209152 4852.809728 0.0 146.076701 0.024390731492027216
|
127 |
+
0.0 8 0.0 librispeech ao_woq wav2vec fixed 658.017792 4890.558464 0.0 34.871623 0.0239712250945444
|
128 |
+
0.0 32 0.0 librispeech base wav2vec ---- 1564.76928 5620.36736 0.0 105.862219 0.023947350960002358
|
results/func_by_param_init_method/wav2vec/4/comb_10.png
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results/func_by_param_init_method/wav2vec/4/comb_10_t.png
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results/func_by_param_init_method/wav2vec/4/comb_12.png
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results/func_by_param_init_method/wav2vec/4/comb_12_t.png
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results/func_by_param_init_method/wav2vec/4/comb_15.png
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results/func_by_param_init_method/wav2vec/4/comb_15_t.png
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results/func_by_param_init_method/wav2vec/4/comb_18.png
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results/func_by_param_init_method/wav2vec/4/comb_18_t.png
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results/func_by_param_init_method/wav2vec/4/comb_3.png
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results/func_by_param_init_method/wav2vec/4/comb_3_t.png
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results/func_by_param_init_method/wav2vec/4/comb_5.png
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results/func_by_param_init_method/wav2vec/4/comb_5_t.png
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results/func_by_param_init_method/wav2vec/4/comb_8.png
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results/func_by_param_init_method/wav2vec/4/comb_8_t.png
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results/func_by_param_init_method/wav2vec/5/comb_10.png
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results/func_by_param_init_method/wav2vec/5/comb_10_t.png
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results/func_by_param_init_method/wav2vec/5/comb_12.png
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results/func_by_param_init_method/wav2vec/5/comb_12_t.png
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results/func_by_param_init_method/wav2vec/5/comb_15.png
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results/func_by_param_init_method/wav2vec/5/comb_15_t.png
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results/func_by_param_init_method/wav2vec/5/comb_18.png
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results/func_by_param_init_method/wav2vec/5/comb_18_t.png
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results/func_by_param_init_method/wav2vec/5/comb_3.png
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results/func_by_param_init_method/wav2vec/5/comb_3_t.png
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results/func_by_param_init_method/wav2vec/5/comb_5.png
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results/func_by_param_init_method/wav2vec/5/comb_5_t.png
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results/func_by_param_init_method/wav2vec/5/comb_8.png
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results/func_by_param_init_method/wav2vec/5/comb_8_t.png
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results/func_by_param_init_method/wav2vec/6/comb_1.png
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results/func_by_param_init_method/wav2vec/6/comb_10.png
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results/func_by_param_init_method/wav2vec/6/comb_10_t.png
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results/func_by_param_init_method/wav2vec/6/comb_12.png
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results/func_by_param_init_method/wav2vec/6/comb_12_t.png
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results/func_by_param_init_method/wav2vec/6/comb_15.png
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results/func_by_param_init_method/wav2vec/6/comb_15_t.png
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results/func_by_param_init_method/wav2vec/6/comb_18.png
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results/func_by_param_init_method/wav2vec/6/comb_18_t.png
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results/func_by_param_init_method/wav2vec/6/comb_1_t.png
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results/func_by_param_init_method/wav2vec/6/comb_3.png
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results/func_by_param_init_method/wav2vec/6/comb_3_t.png
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results/func_by_param_init_method/wav2vec/6/comb_5.png
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results/func_by_param_init_method/wav2vec/6/comb_5_t.png
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results/func_by_param_init_method/wav2vec/6/comb_8.png
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