| === distill start 17:27:26 device=cuda:0 === |
| wav files: 900 |
| teacher 48/900 (3s) |
| teacher 96/900 (4s) |
| teacher 144/900 (6s) |
| teacher 192/900 (8s) |
| teacher 240/900 (10s) |
| teacher 288/900 (11s) |
| teacher 336/900 (13s) |
| teacher 384/900 (15s) |
| teacher 432/900 (16s) |
| teacher 480/900 (18s) |
| teacher 528/900 (20s) |
| teacher 576/900 (21s) |
| teacher 624/900 (23s) |
| teacher 672/900 (25s) |
| teacher 720/900 (27s) |
| teacher 768/900 (28s) |
| teacher 816/900 (30s) |
| teacher 864/900 (32s) |
| teacher cache: 900 utts, 33s |
| train=810 val=90 |
| === distill start 17:31:23 device=cuda:0 === |
| wav files: 900 |
| teacher 48/900 (2s) |
| teacher 96/900 (4s) |
| teacher 144/900 (6s) |
| teacher 192/900 (8s) |
| teacher 240/900 (9s) |
| teacher 288/900 (11s) |
| teacher 336/900 (13s) |
| teacher 384/900 (14s) |
| teacher 432/900 (16s) |
| teacher 480/900 (18s) |
| teacher 528/900 (19s) |
| teacher 576/900 (21s) |
| teacher 624/900 (23s) |
| teacher 672/900 (25s) |
| teacher 720/900 (26s) |
| teacher 768/900 (28s) |
| teacher 816/900 (30s) |
| teacher 864/900 (31s) |
| teacher cache: 900 utts, 33s |
| train=810 val=90 |
| step 0 loss 767.9302 frame=0.994 mse=1524.507 utt_cos=0.990 utt_kl=2.038 frm_kl=2.040 inten=0.220 |
| >> val step 0: 757.0677 frame=0.978 mse=1501.941 utt_cos=0.974 utt_kl=2.254 frm_kl=2.262 inten=0.230 |
| >> saved best |
| step 20 loss 513.7895 frame=0.662 mse=1017.133 utt_cos=0.650 utt_kl=2.102 frm_kl=2.062 inten=0.142 |
| step 40 loss 103.7313 frame=0.131 mse=200.680 utt_cos=0.116 utt_kl=1.558 frm_kl=1.582 inten=0.124 |
| step 60 loss 47.5718 frame=0.061 mse=92.487 utt_cos=0.038 utt_kl=0.591 frm_kl=0.650 inten=0.015 |
| step 80 loss 18.2220 frame=0.024 mse=35.879 utt_cos=0.014 utt_kl=0.102 frm_kl=0.146 inten=0.008 |
| step 100 loss 6.1263 frame=0.009 mse=12.166 utt_cos=0.005 utt_kl=0.015 frm_kl=0.016 inten=0.002 |
| >> val step 100: 6.8644 frame=0.009 mse=13.604 utt_cos=0.007 utt_kl=0.020 frm_kl=0.027 inten=0.006 |
| >> saved best |
| step 120 loss 10.9024 frame=0.015 mse=21.620 utt_cos=0.006 utt_kl=0.032 frm_kl=0.041 inten=0.004 |
| step 140 loss 5.2331 frame=0.007 mse=10.381 utt_cos=0.005 utt_kl=0.016 frm_kl=0.015 inten=0.003 |
| step 160 loss 3.2682 frame=0.005 mse=6.492 utt_cos=0.003 utt_kl=0.007 frm_kl=0.008 inten=0.002 |
| step 180 loss 5.2526 frame=0.009 mse=10.314 utt_cos=0.003 utt_kl=0.044 frm_kl=0.040 inten=0.002 |
| step 200 loss 4.3882 frame=0.007 mse=8.683 utt_cos=0.003 utt_kl=0.019 frm_kl=0.018 inten=0.002 |
| >> val step 200: 4.2597 frame=0.006 mse=8.476 utt_cos=0.003 utt_kl=0.006 frm_kl=0.007 inten=0.004 |
| >> saved best |
| step 220 loss 5.5999 frame=0.008 mse=11.138 utt_cos=0.004 utt_kl=0.007 frm_kl=0.010 inten=0.008 |
| step 240 loss 4.4274 frame=0.006 mse=8.825 utt_cos=0.001 utt_kl=0.001 frm_kl=0.004 inten=0.006 |
| step 260 loss 2.6419 frame=0.004 mse=5.242 utt_cos=0.002 utt_kl=0.007 frm_kl=0.006 inten=0.006 |
| step 280 loss 2.1281 frame=0.003 mse=4.220 utt_cos=0.002 utt_kl=0.005 frm_kl=0.004 inten=0.010 |
| step 300 loss 2.7937 frame=0.004 mse=5.563 utt_cos=0.002 utt_kl=0.001 frm_kl=0.003 inten=0.007 |
| >> val step 300: 4.2000 frame=0.007 mse=8.372 utt_cos=0.002 utt_kl=0.001 frm_kl=0.005 inten=0.001 |
| >> saved best |
| step 320 loss 3.0635 frame=0.004 mse=6.115 utt_cos=0.002 utt_kl=0.000 frm_kl=0.000 inten=0.000 |
| step 340 loss 5.3392 frame=0.010 mse=10.640 utt_cos=0.002 utt_kl=0.003 frm_kl=0.005 inten=0.002 |
| step 360 loss 2.5810 frame=0.004 mse=5.134 utt_cos=0.002 utt_kl=0.002 frm_kl=0.005 inten=0.004 |
| step 380 loss 2.3670 frame=0.003 mse=4.717 utt_cos=0.002 utt_kl=0.001 frm_kl=0.001 inten=0.005 |
| step 400 loss 1.8019 frame=0.002 mse=3.584 utt_cos=0.001 utt_kl=0.002 frm_kl=0.003 inten=0.003 |
| >> val step 400: 1.2487 frame=0.003 mse=2.489 utt_cos=0.001 utt_kl=0.000 frm_kl=0.000 inten=0.001 |
| >> saved best |
| step 420 loss 2.5318 frame=0.005 mse=5.047 utt_cos=0.001 utt_kl=0.001 frm_kl=0.002 inten=0.001 |
| step 440 loss 2.7249 frame=0.006 mse=5.436 utt_cos=0.001 utt_kl=0.000 frm_kl=0.000 inten=0.000 |
| step 460 loss 4.7935 frame=0.009 mse=9.559 utt_cos=0.001 utt_kl=0.001 frm_kl=0.003 inten=0.001 |
| step 480 loss 1.5671 frame=0.002 mse=3.123 utt_cos=0.001 utt_kl=0.000 frm_kl=0.001 inten=0.003 |
| step 500 loss 1.6082 frame=0.002 mse=3.206 utt_cos=0.001 utt_kl=0.000 frm_kl=0.001 inten=0.002 |
| >> val step 500: 1.3775 frame=0.002 mse=2.744 utt_cos=0.001 utt_kl=0.000 frm_kl=0.001 inten=0.002 |
| step 520 loss 1.6521 frame=0.003 mse=3.292 utt_cos=0.002 utt_kl=0.001 frm_kl=0.001 inten=0.002 |
| step 540 loss 2.6004 frame=0.006 mse=5.187 utt_cos=0.001 utt_kl=0.000 frm_kl=0.001 inten=0.001 |
| step 560 loss 0.7005 frame=0.001 mse=1.396 utt_cos=0.001 utt_kl=0.000 frm_kl=0.001 inten=0.001 |
| step 580 loss 3.7294 frame=0.005 mse=7.420 utt_cos=0.001 utt_kl=0.002 frm_kl=0.011 inten=0.001 |
| step 600 loss 3.8555 frame=0.007 mse=7.668 utt_cos=0.001 utt_kl=0.002 frm_kl=0.011 inten=0.002 |
| >> val step 600: 1.6520 frame=0.003 mse=3.273 utt_cos=0.001 utt_kl=0.006 frm_kl=0.005 inten=0.001 |
| step 620 loss 3.7506 frame=0.006 mse=7.482 utt_cos=0.001 utt_kl=0.000 frm_kl=0.003 inten=0.001 |
| step 640 loss 1.8914 frame=0.003 mse=3.774 utt_cos=0.000 utt_kl=0.000 frm_kl=0.000 inten=0.001 |
| step 660 loss 1.5293 frame=0.002 mse=3.039 utt_cos=0.001 utt_kl=0.002 frm_kl=0.003 inten=0.003 |
| step 680 loss 4.1150 frame=0.008 mse=8.178 utt_cos=0.001 utt_kl=0.001 frm_kl=0.015 inten=0.003 |
| step 700 loss 4.1949 frame=0.006 mse=8.357 utt_cos=0.002 utt_kl=0.001 frm_kl=0.006 inten=0.005 |
| >> val step 700: 3.2250 frame=0.005 mse=6.381 utt_cos=0.001 utt_kl=0.021 frm_kl=0.006 inten=0.002 |
| step 720 loss 2.8575 frame=0.006 mse=5.702 utt_cos=0.000 utt_kl=0.000 frm_kl=0.000 inten=0.000 |
| step 740 loss 3.1583 frame=0.005 mse=6.281 utt_cos=0.001 utt_kl=0.001 frm_kl=0.011 inten=0.002 |
| step 760 loss 2.6558 frame=0.005 mse=5.295 utt_cos=0.001 utt_kl=0.000 frm_kl=0.002 inten=0.001 |
| step 780 loss 2.7656 frame=0.004 mse=5.502 utt_cos=0.000 utt_kl=0.001 frm_kl=0.008 inten=0.002 |
| step 800 loss 2.0981 frame=0.003 mse=4.185 utt_cos=0.000 utt_kl=0.000 frm_kl=0.001 inten=0.004 |
| >> val step 800: 4.5542 frame=0.006 mse=9.032 utt_cos=0.001 utt_kl=0.021 frm_kl=0.007 inten=0.007 |
| step 820 loss 5.4648 frame=0.008 mse=10.887 utt_cos=0.002 utt_kl=0.000 frm_kl=0.010 inten=0.004 |
| step 840 loss 1.8054 frame=0.002 mse=3.603 utt_cos=0.000 utt_kl=0.000 frm_kl=0.000 inten=0.002 |
| step 860 loss 3.6640 frame=0.005 mse=7.283 utt_cos=0.000 utt_kl=0.005 frm_kl=0.010 inten=0.005 |
| step 880 loss 4.2849 frame=0.009 mse=8.551 utt_cos=0.000 utt_kl=0.000 frm_kl=0.000 inten=0.000 |
| >> val step 899: 0.3870 frame=0.001 mse=0.772 utt_cos=0.000 utt_kl=0.000 frm_kl=0.000 inten=0.000 |
| >> saved best |
| === done, best_val=0.3870 === |
| === distill start 17:41:52 device=cuda:0 === |
| wav files: 900 |
| === distill start 17:47:23 device=cuda:0 === |
| wav files: 900 |
| teacher 48/900 (3s) |
| teacher 96/900 (5s) |
| teacher 144/900 (7s) |
| teacher 192/900 (10s) |
| teacher 240/900 (12s) |
| teacher 288/900 (14s) |
| teacher 336/900 (16s) |
| teacher 384/900 (19s) |
| teacher 432/900 (21s) |
| teacher 480/900 (23s) |
| teacher 528/900 (25s) |
| teacher 576/900 (27s) |
| teacher 624/900 (29s) |
| teacher 672/900 (31s) |
| teacher 720/900 (34s) |
| teacher 768/900 (36s) |
| teacher 816/900 (38s) |
| teacher 864/900 (40s) |
| teacher cache: 900 utts, 41s |
| train=810 val=90 |
| step 0 loss 767.9052 frame=0.994 mse=1524.507 utt_cos=0.990 utt_kl=2.038 frm_kl=2.040 inten=0.170 |
| >> val step 0: 757.0322 frame=0.978 mse=1501.941 utt_cos=0.974 utt_kl=2.254 frm_kl=2.262 inten=0.159 |
| >> saved best |
| step 20 loss 513.8262 frame=0.662 mse=1017.157 utt_cos=0.650 utt_kl=2.101 frm_kl=2.061 inten=0.196 |
| step 40 loss 103.7309 frame=0.131 mse=200.709 utt_cos=0.116 utt_kl=1.558 frm_kl=1.583 inten=0.093 |
| step 60 loss 47.6078 frame=0.061 mse=92.488 utt_cos=0.038 utt_kl=0.592 frm_kl=0.650 inten=0.084 |
| step 80 loss 18.2535 frame=0.024 mse=35.878 utt_cos=0.014 utt_kl=0.102 frm_kl=0.146 inten=0.072 |
| step 100 loss 6.1649 frame=0.009 mse=12.164 utt_cos=0.005 utt_kl=0.015 frm_kl=0.016 inten=0.081 |
| >> val step 100: 6.8988 frame=0.009 mse=13.607 utt_cos=0.007 utt_kl=0.019 frm_kl=0.027 inten=0.072 |
| >> saved best |
| step 120 loss 10.9282 frame=0.015 mse=21.606 utt_cos=0.006 utt_kl=0.032 frm_kl=0.041 inten=0.070 |
| step 140 loss 5.2715 frame=0.008 mse=10.384 utt_cos=0.005 utt_kl=0.016 frm_kl=0.015 inten=0.077 |
| step 160 loss 3.3165 frame=0.005 mse=6.505 utt_cos=0.003 utt_kl=0.007 frm_kl=0.008 inten=0.086 |
| step 180 loss 5.2917 frame=0.009 mse=10.315 utt_cos=0.003 utt_kl=0.044 frm_kl=0.040 inten=0.079 |
| step 200 loss 4.4303 frame=0.007 mse=8.685 utt_cos=0.003 utt_kl=0.019 frm_kl=0.018 inten=0.084 |
| >> val step 200: 4.3004 frame=0.006 mse=8.477 utt_cos=0.003 utt_kl=0.006 frm_kl=0.007 inten=0.084 |
| >> saved best |
| step 220 loss 5.6336 frame=0.008 mse=11.138 utt_cos=0.004 utt_kl=0.007 frm_kl=0.010 inten=0.075 |
| step 240 loss 4.4681 frame=0.006 mse=8.826 utt_cos=0.001 utt_kl=0.001 frm_kl=0.004 inten=0.086 |
| step 260 loss 2.6810 frame=0.004 mse=5.243 utt_cos=0.002 utt_kl=0.007 frm_kl=0.006 inten=0.083 |
| step 280 loss 2.1628 frame=0.003 mse=4.217 utt_cos=0.002 utt_kl=0.005 frm_kl=0.004 inten=0.083 |
| step 300 loss 2.8245 frame=0.004 mse=5.562 utt_cos=0.002 utt_kl=0.001 frm_kl=0.003 inten=0.071 |
| >> val step 300: 4.2435 frame=0.007 mse=8.371 utt_cos=0.002 utt_kl=0.001 frm_kl=0.005 inten=0.089 |
| >> saved best |
| step 320 loss 3.1066 frame=0.004 mse=6.117 utt_cos=0.002 utt_kl=0.000 frm_kl=0.000 inten=0.084 |
| step 340 loss 5.3730 frame=0.010 mse=10.640 utt_cos=0.002 utt_kl=0.003 frm_kl=0.005 inten=0.069 |
| step 360 loss 2.6239 frame=0.004 mse=5.134 utt_cos=0.002 utt_kl=0.002 frm_kl=0.005 inten=0.089 |
| step 380 loss 2.4046 frame=0.003 mse=4.720 utt_cos=0.002 utt_kl=0.001 frm_kl=0.001 inten=0.078 |
| step 400 loss 1.8425 frame=0.002 mse=3.585 utt_cos=0.001 utt_kl=0.002 frm_kl=0.003 inten=0.083 |
| >> val step 400: 1.2931 frame=0.003 mse=2.493 utt_cos=0.001 utt_kl=0.000 frm_kl=0.000 inten=0.087 |
| >> saved best |
| step 420 loss 2.5687 frame=0.005 mse=5.048 utt_cos=0.001 utt_kl=0.001 frm_kl=0.002 inten=0.074 |
| step 440 loss 2.7718 frame=0.006 mse=5.437 utt_cos=0.001 utt_kl=0.000 frm_kl=0.000 inten=0.093 |
| step 460 loss 4.8338 frame=0.009 mse=9.561 utt_cos=0.001 utt_kl=0.001 frm_kl=0.003 inten=0.080 |
| step 480 loss 1.6006 frame=0.002 mse=3.123 utt_cos=0.001 utt_kl=0.000 frm_kl=0.001 inten=0.070 |
| step 500 loss 1.6514 frame=0.002 mse=3.208 utt_cos=0.001 utt_kl=0.000 frm_kl=0.001 inten=0.087 |
| >> val step 500: 1.4209 frame=0.002 mse=2.745 utt_cos=0.001 utt_kl=0.000 frm_kl=0.001 inten=0.088 |
| step 520 loss 1.6958 frame=0.003 mse=3.292 utt_cos=0.002 utt_kl=0.001 frm_kl=0.001 inten=0.090 |
| step 540 loss 2.6399 frame=0.006 mse=5.188 utt_cos=0.001 utt_kl=0.000 frm_kl=0.001 inten=0.079 |
| step 560 loss 0.7284 frame=0.001 mse=1.395 utt_cos=0.001 utt_kl=0.000 frm_kl=0.001 inten=0.058 |
| step 580 loss 3.7658 frame=0.005 mse=7.421 utt_cos=0.001 utt_kl=0.002 frm_kl=0.011 inten=0.074 |
| step 600 loss 3.8890 frame=0.007 mse=7.669 utt_cos=0.001 utt_kl=0.002 frm_kl=0.011 inten=0.068 |
| >> val step 600: 1.6969 frame=0.003 mse=3.273 utt_cos=0.001 utt_kl=0.006 frm_kl=0.005 inten=0.091 |
| step 620 loss 3.7897 frame=0.006 mse=7.483 utt_cos=0.001 utt_kl=0.000 frm_kl=0.003 inten=0.078 |
| step 640 loss 1.9318 frame=0.003 mse=3.774 utt_cos=0.000 utt_kl=0.000 frm_kl=0.000 inten=0.082 |
| step 660 loss 1.5674 frame=0.002 mse=3.039 utt_cos=0.001 utt_kl=0.002 frm_kl=0.003 inten=0.079 |
| step 680 loss 4.1581 frame=0.008 mse=8.180 utt_cos=0.001 utt_kl=0.001 frm_kl=0.015 inten=0.087 |
| step 700 loss 4.2263 frame=0.006 mse=8.358 utt_cos=0.002 utt_kl=0.001 frm_kl=0.006 inten=0.067 |
| >> val step 700: 3.2707 frame=0.005 mse=6.381 utt_cos=0.001 utt_kl=0.021 frm_kl=0.006 inten=0.094 |
| step 720 loss 2.8934 frame=0.006 mse=5.702 utt_cos=0.000 utt_kl=0.000 frm_kl=0.000 inten=0.072 |
| step 740 loss 3.1949 frame=0.005 mse=6.282 utt_cos=0.001 utt_kl=0.001 frm_kl=0.011 inten=0.075 |
| step 760 loss 2.6968 frame=0.005 mse=5.296 utt_cos=0.001 utt_kl=0.000 frm_kl=0.002 inten=0.082 |
| step 780 loss 2.8020 frame=0.004 mse=5.503 utt_cos=0.000 utt_kl=0.001 frm_kl=0.008 inten=0.074 |
| step 800 loss 2.1353 frame=0.003 mse=4.186 utt_cos=0.000 utt_kl=0.000 frm_kl=0.001 inten=0.077 |
| >> val step 800: 4.5968 frame=0.006 mse=9.033 utt_cos=0.001 utt_kl=0.021 frm_kl=0.007 inten=0.092 |
| step 820 loss 5.5052 frame=0.008 mse=10.888 utt_cos=0.002 utt_kl=0.000 frm_kl=0.010 inten=0.083 |
| step 840 loss 1.8413 frame=0.002 mse=3.603 utt_cos=0.000 utt_kl=0.000 frm_kl=0.000 inten=0.073 |
| step 860 loss 3.7054 frame=0.005 mse=7.284 utt_cos=0.000 utt_kl=0.005 frm_kl=0.010 inten=0.087 |
| step 880 loss 4.3230 frame=0.009 mse=8.551 utt_cos=0.000 utt_kl=0.000 frm_kl=0.000 inten=0.077 |
| >> val step 899: 0.4260 frame=0.001 mse=0.772 utt_cos=0.000 utt_kl=0.000 frm_kl=0.000 inten=0.078 |
| >> saved best |
| === done, best_val=0.4260 === |
|
|
