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pylaia-yiddish_synth_pytorch_2

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  - Best validation WER: 0.004066 (epoch 47)
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  ## Full Metrics Table
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-
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- | epoch | tr_cer | tr_loss | tr_wer | va_cer | va_loss | va_wer |
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- |----------:|---------:|----------:|---------:|---------:|----------:|---------:|
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- | 0.000000 | 0.102511 | 20.550213 | 0.228909 | 0.005607 | 1.446748 | 0.025887 |
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- | 1.000000 | 0.013082 | 2.872359 | 0.061452 | 0.003544 | 0.977254 | 0.015911 |
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- | 2.000000 | 0.010093 | 2.250758 | 0.048003 | 0.002787 | 0.806774 | 0.012519 |
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- | 3.000000 | 0.008387 | 1.897937 | 0.039916 | 0.002174 | 0.694116 | 0.009469 |
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- | 4.000000 | 0.007398 | 1.697335 | 0.035350 | 0.002058 | 0.658268 | 0.009019 |
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- | 5.000000 | 0.006802 | 1.575781 | 0.032362 | 0.001917 | 0.614705 | 0.008205 |
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- | 6.000000 | 0.006398 | 1.485975 | 0.030440 | 0.001798 | 0.596449 | 0.007565 |
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- | 7.000000 | 0.005984 | 1.407278 | 0.028440 | 0.003597 | 1.377929 | 0.017330 |
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- | 8.000000 | 0.005730 | 1.355985 | 0.027263 | 0.001649 | 0.571631 | 0.006976 |
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- | 9.000000 | 0.005494 | 1.308414 | 0.026087 | 0.001704 | 0.609703 | 0.007205 |
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- | 10.000000 | 0.005316 | 1.273429 | 0.025282 | 0.001609 | 0.585576 | 0.006896 |
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- | 11.000000 | 0.005129 | 1.233067 | 0.024386 | 0.001624 | 0.566718 | 0.006805 |
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- | 12.000000 | 0.005015 | 1.200999 | 0.023676 | 0.001487 | 0.561116 | 0.006289 |
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- | 13.000000 | 0.004933 | 1.191201 | 0.023290 | 0.001504 | 0.547125 | 0.006369 |
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- | 14.000000 | 0.004740 | 1.158826 | 0.022434 | 0.001563 | 0.551390 | 0.006674 |
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- | 15.000000 | 0.004657 | 1.130464 | 0.022109 | 0.001450 | 0.527566 | 0.006078 |
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- | 16.000000 | 0.004509 | 1.114411 | 0.021305 | 0.001435 | 0.527379 | 0.006123 |
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- | 17.000000 | 0.004429 | 1.097698 | 0.020912 | 0.001401 | 0.509225 | 0.005890 |
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- | 18.000000 | 0.004358 | 1.070658 | 0.020649 | 0.001421 | 0.496447 | 0.006016 |
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- | 19.000000 | 0.004249 | 1.055917 | 0.019901 | 0.001297 | 0.516378 | 0.005331 |
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- | 20.000000 | 0.004206 | 1.049686 | 0.019817 | 0.001360 | 0.487321 | 0.005667 |
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- | 21.000000 | 0.004093 | 1.033161 | 0.019192 | 0.001548 | 0.526055 | 0.006689 |
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- | 22.000000 | 0.004057 | 1.027621 | 0.019002 | 0.001376 | 0.502673 | 0.005828 |
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- | 23.000000 | 0.004001 | 1.014508 | 0.018822 | 0.001361 | 0.512399 | 0.005709 |
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- | 24.000000 | 0.003950 | 1.003913 | 0.018500 | 0.001298 | 0.496007 | 0.005319 |
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- | 25.000000 | 0.003864 | 0.981246 | 0.018071 | 0.001279 | 0.487199 | 0.005308 |
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- | 26.000000 | 0.003849 | 0.984405 | 0.018042 | 0.001238 | 0.489225 | 0.005063 |
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- | 27.000000 | 0.003797 | 0.971805 | 0.017749 | 0.001190 | 0.487824 | 0.004838 |
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- | 28.000000 | 0.003787 | 0.966469 | 0.017727 | 0.001231 | 0.468324 | 0.005042 |
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- | 29.000000 | 0.003697 | 0.955839 | 0.017186 | 0.001200 | 0.453560 | 0.004790 |
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- | 30.000000 | 0.003690 | 0.961032 | 0.017177 | 0.001140 | 0.453792 | 0.004524 |
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- | 31.000000 | 0.003773 | 0.979120 | 0.017593 | 0.001265 | 0.526798 | 0.004998 |
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- | 32.000000 | 0.003655 | 0.951006 | 0.017039 | 0.001250 | 0.531670 | 0.005180 |
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- | 33.000000 | 0.003613 | 0.936915 | 0.016874 | 0.001192 | 0.481596 | 0.004827 |
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- | 34.000000 | 0.003560 | 0.920974 | 0.016640 | 0.001190 | 0.502282 | 0.004755 |
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- | 35.000000 | 0.002972 | 0.772762 | 0.013666 | 0.001186 | 0.466747 | 0.004863 |
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- | 36.000000 | 0.002802 | 0.726356 | 0.012762 | 0.001127 | 0.458169 | 0.004509 |
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- | 37.000000 | 0.002763 | 0.711398 | 0.012652 | 0.001090 | 0.446273 | 0.004346 |
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- | 38.000000 | 0.002683 | 0.693865 | 0.012302 | 0.001060 | 0.457616 | 0.004171 |
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- | 39.000000 | 0.002673 | 0.693615 | 0.012196 | 0.001068 | 0.453765 | 0.004270 |
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- | 40.000000 | 0.002621 | 0.677396 | 0.011972 | 0.001098 | 0.464599 | 0.004382 |
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- | 41.000000 | 0.002617 | 0.672459 | 0.011962 | 0.001062 | 0.462883 | 0.004217 |
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- | 42.000000 | 0.002610 | 0.674766 | 0.011838 | 0.001058 | 0.460468 | 0.004213 |
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- | 43.000000 | 0.002580 | 0.669272 | 0.011772 | 0.001047 | 0.453072 | 0.004141 |
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- | 44.000000 | 0.002565 | 0.660597 | 0.011639 | 0.001038 | 0.452772 | 0.004078 |
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- | 45.000000 | 0.002528 | 0.654716 | 0.011505 | 0.001044 | 0.452606 | 0.004130 |
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- | 46.000000 | 0.002501 | 0.648220 | 0.011370 | 0.001060 | 0.451370 | 0.004214 |
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- | 47.000000 | 0.002542 | 0.653288 | 0.011591 | 0.001036 | 0.449435 | 0.004066 |
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- | 48.000000 | 0.002520 | 0.650962 | 0.011476 | 0.001038 | 0.446807 | 0.004070 |
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- | 49.000000 | 0.002543 | 0.662387 | 0.011516 | 0.001050 | 0.446939 | 0.004147 |
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- | 50.000000 | 0.002528 | 0.654322 | 0.011490 | 0.001044 | 0.445585 | 0.004111 |
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- | 51.000000 | 0.002518 | 0.653832 | 0.011452 | 0.001051 | 0.447358 | 0.004158 |
 
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  - Best validation WER: 0.004066 (epoch 47)
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  ## Full Metrics Table
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+ | epoch | tr_cer | tr_loss | tr_wer | va_cer | va_loss | va_wer |
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+ |--------:|---------:|----------:|---------:|---------:|----------:|---------:|
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+ | 0 | 0.102511 | 20.5502 | 0.228909 | 0.005607 | 1.44675 | 0.025887 |
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+ | 1 | 0.013082 | 2.87236 | 0.061452 | 0.003544 | 0.977254 | 0.015911 |
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+ | 2 | 0.010093 | 2.25076 | 0.048003 | 0.002787 | 0.806774 | 0.012519 |
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+ | 3 | 0.008387 | 1.89794 | 0.039916 | 0.002174 | 0.694116 | 0.009469 |
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+ | 4 | 0.007398 | 1.69734 | 0.03535 | 0.002058 | 0.658268 | 0.009019 |
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+ | 5 | 0.006802 | 1.57578 | 0.032362 | 0.001917 | 0.614705 | 0.008205 |
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+ | 6 | 0.006398 | 1.48598 | 0.03044 | 0.001798 | 0.596449 | 0.007565 |
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+ | 7 | 0.005984 | 1.40728 | 0.02844 | 0.003597 | 1.37793 | 0.01733 |
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+ | 8 | 0.00573 | 1.35598 | 0.027263 | 0.001649 | 0.571631 | 0.006976 |
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+ | 9 | 0.005494 | 1.30841 | 0.026087 | 0.001704 | 0.609703 | 0.007205 |
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+ | 10 | 0.005316 | 1.27343 | 0.025282 | 0.001609 | 0.585576 | 0.006896 |
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+ | 11 | 0.005129 | 1.23307 | 0.024386 | 0.001624 | 0.566718 | 0.006805 |
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+ | 12 | 0.005015 | 1.201 | 0.023676 | 0.001487 | 0.561116 | 0.006289 |
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+ | 13 | 0.004933 | 1.1912 | 0.02329 | 0.001504 | 0.547125 | 0.006369 |
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+ | 14 | 0.00474 | 1.15883 | 0.022434 | 0.001563 | 0.55139 | 0.006674 |
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+ | 15 | 0.004657 | 1.13046 | 0.022109 | 0.00145 | 0.527566 | 0.006078 |
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+ | 16 | 0.004509 | 1.11441 | 0.021305 | 0.001435 | 0.527379 | 0.006123 |
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+ | 17 | 0.004429 | 1.0977 | 0.020912 | 0.001401 | 0.509225 | 0.00589 |
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+ | 18 | 0.004358 | 1.07066 | 0.020649 | 0.001421 | 0.496447 | 0.006016 |
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+ | 19 | 0.004249 | 1.05592 | 0.019901 | 0.001297 | 0.516378 | 0.005331 |
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+ | 20 | 0.004206 | 1.04969 | 0.019817 | 0.00136 | 0.487321 | 0.005667 |
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+ | 21 | 0.004093 | 1.03316 | 0.019192 | 0.001548 | 0.526055 | 0.006689 |
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+ | 22 | 0.004057 | 1.02762 | 0.019002 | 0.001376 | 0.502673 | 0.005828 |
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+ | 23 | 0.004001 | 1.01451 | 0.018822 | 0.001361 | 0.512399 | 0.005709 |
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+ | 24 | 0.00395 | 1.00391 | 0.0185 | 0.001298 | 0.496007 | 0.005319 |
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+ | 25 | 0.003864 | 0.981246 | 0.018071 | 0.001279 | 0.487199 | 0.005308 |
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+ | 26 | 0.003849 | 0.984405 | 0.018042 | 0.001238 | 0.489225 | 0.005063 |
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+ | 27 | 0.003797 | 0.971805 | 0.017749 | 0.00119 | 0.487824 | 0.004838 |
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+ | 28 | 0.003787 | 0.966469 | 0.017727 | 0.001231 | 0.468324 | 0.005042 |
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+ | 29 | 0.003697 | 0.955839 | 0.017186 | 0.0012 | 0.45356 | 0.00479 |
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+ | 30 | 0.00369 | 0.961032 | 0.017177 | 0.00114 | 0.453792 | 0.004524 |
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+ | 31 | 0.003773 | 0.97912 | 0.017593 | 0.001265 | 0.526798 | 0.004998 |
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+ | 32 | 0.003655 | 0.951006 | 0.017039 | 0.00125 | 0.53167 | 0.00518 |
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+ | 33 | 0.003613 | 0.936915 | 0.016874 | 0.001192 | 0.481596 | 0.004827 |
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+ | 34 | 0.00356 | 0.920974 | 0.01664 | 0.00119 | 0.502282 | 0.004755 |
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+ | 35 | 0.002972 | 0.772762 | 0.013666 | 0.001186 | 0.466747 | 0.004863 |
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+ | 36 | 0.002802 | 0.726356 | 0.012762 | 0.001127 | 0.458169 | 0.004509 |
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+ | 37 | 0.002763 | 0.711398 | 0.012652 | 0.00109 | 0.446273 | 0.004346 |
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+ | 38 | 0.002683 | 0.693865 | 0.012302 | 0.00106 | 0.457616 | 0.004171 |
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+ | 39 | 0.002673 | 0.693615 | 0.012196 | 0.001068 | 0.453765 | 0.00427 |
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+ | 40 | 0.002621 | 0.677396 | 0.011972 | 0.001098 | 0.464599 | 0.004382 |
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+ | 41 | 0.002617 | 0.672459 | 0.011962 | 0.001062 | 0.462883 | 0.004217 |
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+ | 42 | 0.00261 | 0.674766 | 0.011838 | 0.001058 | 0.460468 | 0.004213 |
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+ | 43 | 0.00258 | 0.669272 | 0.011772 | 0.001047 | 0.453072 | 0.004141 |
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+ | 44 | 0.002565 | 0.660597 | 0.011639 | 0.001038 | 0.452772 | 0.004078 |
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+ | 45 | 0.002528 | 0.654716 | 0.011505 | 0.001044 | 0.452606 | 0.00413 |
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+ | 46 | 0.002501 | 0.64822 | 0.01137 | 0.00106 | 0.45137 | 0.004214 |
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+ | 47 | 0.002542 | 0.653288 | 0.011591 | 0.001036 | 0.449435 | 0.004066 |
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+ | 48 | 0.00252 | 0.650962 | 0.011476 | 0.001038 | 0.446807 | 0.00407 |
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+ | 49 | 0.002543 | 0.662387 | 0.011516 | 0.00105 | 0.446939 | 0.004147 |
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+ | 50 | 0.002528 | 0.654322 | 0.01149 | 0.001044 | 0.445585 | 0.004111 |
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+ | 51 | 0.002518 | 0.653832 | 0.011452 | 0.001051 | 0.447358 | 0.004158 |