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psst_model_cer_2

Automatic Speech Recognition
Transformers
PyTorch
wav2vec2
Generated from Trainer
Inference Endpoints
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@@ -12,10 +12,10 @@ should probably proofread and complete it, then remove this comment. -->
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  # psst_model_cer_2
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- This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 2.0086
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- - Cer: 0.5952
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  ## Model description
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@@ -42,247 +42,717 @@ The following hyperparameters were used during training:
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  - total_train_batch_size: 48
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  - optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-08
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  - lr_scheduler_type: linear
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- - num_epochs: 50
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Cer |
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- |:-------------:|:-----:|:----:|:---------------:|:------:|
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- | 37.8359 | 0.21 | 10 | 33.3633 | 1.0 |
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- | 10.3672 | 0.42 | 20 | 12.7370 | 1.0 |
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- | 6.965 | 0.63 | 30 | 10.1163 | 1.0 |
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- | 5.4782 | 0.84 | 40 | 8.5443 | 1.0 |
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- | 4.9771 | 1.04 | 50 | 7.6301 | 1.0 |
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- | 4.4938 | 1.25 | 60 | 6.9782 | 1.0 |
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- | 4.201 | 1.46 | 70 | 6.3865 | 1.0 |
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- | 4.268 | 1.67 | 80 | 6.3360 | 1.0 |
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- | 4.146 | 1.88 | 90 | 5.7938 | 1.0 |
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- | 4.1606 | 2.09 | 100 | 5.6862 | 1.0 |
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- | 4.0541 | 2.3 | 110 | 5.6427 | 1.0 |
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- | 4.0327 | 2.51 | 120 | 6.0837 | 1.0 |
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- | 3.9125 | 2.72 | 130 | 5.6241 | 1.0 |
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- | 3.9092 | 2.92 | 140 | 5.3858 | 1.0 |
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- | 3.9797 | 3.13 | 150 | 5.0597 | 1.0 |
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- | 3.909 | 3.34 | 160 | 5.2240 | 1.0 |
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- | 3.9256 | 3.55 | 170 | 5.1131 | 1.0 |
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- | 3.8817 | 3.76 | 180 | 5.3508 | 1.0 |
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- | 3.8973 | 3.97 | 190 | 5.6252 | 1.0 |
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- | 3.9605 | 4.18 | 200 | 5.2654 | 1.0 |
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- | 3.91 | 4.39 | 210 | 5.2997 | 1.0 |
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- | 3.9179 | 4.6 | 220 | 5.1039 | 1.0 |
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- | 3.887 | 4.8 | 230 | 5.1672 | 1.0 |
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- | 3.8978 | 5.01 | 240 | 5.2943 | 1.0 |
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- | 3.8155 | 5.22 | 250 | 5.5301 | 1.0 |
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- | 3.9853 | 5.43 | 260 | 5.1155 | 1.0 |
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- | 3.8906 | 5.64 | 270 | 5.0986 | 1.0 |
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- | 3.8601 | 5.85 | 280 | 4.6896 | 1.0 |
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- | 3.9491 | 6.06 | 290 | 5.2097 | 1.0 |
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- | 3.8721 | 6.27 | 300 | 4.8001 | 1.0 |
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- | 3.8459 | 6.48 | 310 | 4.8305 | 1.0 |
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- | 3.8119 | 6.68 | 320 | 5.4870 | 1.0 |
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- | 3.8184 | 6.89 | 330 | 4.5510 | 1.0 |
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- | 3.8064 | 7.1 | 340 | 5.0332 | 1.0 |
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- | 3.8516 | 7.31 | 350 | 4.6039 | 1.0 |
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- | 3.8689 | 7.52 | 360 | 4.9772 | 1.0 |
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- | 3.7968 | 7.73 | 370 | 4.4847 | 1.0 |
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- | 3.8069 | 7.94 | 380 | 4.5842 | 1.0 |
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- | 3.7918 | 8.15 | 390 | 4.4859 | 1.0 |
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- | 3.7672 | 8.36 | 400 | 4.2332 | 1.0 |
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- | 3.7639 | 8.56 | 410 | 4.2703 | 1.0 |
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- | 3.8094 | 8.77 | 420 | 4.5038 | 1.0 |
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- | 3.7718 | 8.98 | 430 | 4.2372 | 1.0 |
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- | 3.7588 | 9.19 | 440 | 4.1989 | 1.0 |
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- | 3.7504 | 9.4 | 450 | 4.2191 | 1.0 |
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- | 3.8373 | 9.61 | 460 | 4.1814 | 1.0 |
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- | 3.7472 | 9.82 | 470 | 4.2161 | 1.0 |
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- | 3.7998 | 10.03 | 480 | 4.1128 | 1.0 |
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- | 3.7542 | 10.23 | 490 | 4.2112 | 1.0 |
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- | 3.7366 | 10.44 | 500 | 4.1716 | 1.0 |
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- | 3.7243 | 10.65 | 510 | 4.0599 | 1.0 |
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- | 3.7427 | 10.86 | 520 | 4.0381 | 1.0 |
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- | 3.7373 | 11.07 | 530 | 4.0331 | 1.0 |
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- | 3.7367 | 11.28 | 540 | 4.0185 | 1.0 |
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- | 3.702 | 11.49 | 550 | 3.9956 | 1.0 |
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- | 3.7854 | 11.7 | 560 | 4.0306 | 1.0 |
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- | 3.741 | 11.91 | 570 | 4.1382 | 1.0 |
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- | 3.6995 | 12.11 | 580 | 4.0207 | 1.0 |
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- | 3.7248 | 12.32 | 590 | 4.0219 | 1.0 |
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- | 3.7232 | 12.53 | 600 | 4.0050 | 1.0 |
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- | 3.7246 | 12.74 | 610 | 4.0153 | 1.0 |
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- | 3.7134 | 12.95 | 620 | 4.0040 | 1.0 |
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- | 3.6979 | 13.16 | 630 | 4.0014 | 1.0 |
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- | 3.7051 | 13.37 | 640 | 4.0137 | 1.0 |
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- | 3.6915 | 13.58 | 650 | 3.9692 | 1.0 |
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- | 3.7047 | 13.79 | 660 | 3.9598 | 1.0 |
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- | 3.7833 | 13.99 | 670 | 3.9548 | 1.0 |
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- | 3.7084 | 14.2 | 680 | 3.9840 | 1.0 |
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- | 3.7876 | 14.41 | 690 | 4.0253 | 1.0 |
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- | 3.7278 | 14.62 | 700 | 3.9687 | 1.0 |
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- | 3.7019 | 14.83 | 710 | 3.9461 | 1.0 |
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- | 3.6867 | 15.04 | 720 | 3.8824 | 1.0 |
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- | 3.6685 | 15.25 | 730 | 3.9191 | 1.0 |
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- | 3.6785 | 15.46 | 740 | 3.8702 | 1.0 |
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- | 3.6193 | 15.67 | 750 | 4.0987 | 1.0 |
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- | 3.6695 | 15.87 | 760 | 3.8417 | 1.0 |
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- | 3.6322 | 16.08 | 770 | 3.8697 | 1.0 |
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- | 3.6423 | 16.29 | 780 | 4.0140 | 1.0 |
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- | 3.6224 | 16.5 | 790 | 3.8780 | 1.0 |
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- | 3.5836 | 16.71 | 800 | 3.8246 | 1.0 |
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- | 3.6403 | 16.92 | 810 | 3.8050 | 1.0 |
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- | 3.5728 | 17.13 | 820 | 3.7491 | 1.0 |
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- | 3.5611 | 17.34 | 830 | 3.7878 | 1.0 |
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- | 3.5573 | 17.55 | 840 | 3.7570 | 1.0 |
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- | 3.5202 | 17.75 | 850 | 3.7969 | 1.0 |
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- | 3.5196 | 17.96 | 860 | 3.6973 | 1.0 |
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- | 3.5235 | 18.17 | 870 | 3.6411 | 1.0 |
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- | 3.4898 | 18.38 | 880 | 3.7192 | 1.0 |
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- | 3.5062 | 18.59 | 890 | 3.6198 | 1.0 |
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- | 3.4717 | 18.8 | 900 | 3.6294 | 1.0 |
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- | 3.4377 | 19.01 | 910 | 3.6018 | 1.0 |
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- | 3.4012 | 19.22 | 920 | 3.6305 | 1.0 |
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- | 3.4097 | 19.43 | 930 | 3.5503 | 1.0 |
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- | 3.4805 | 19.63 | 940 | 3.5701 | 1.0 |
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- | 3.4145 | 19.84 | 950 | 3.5523 | 1.0 |
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- | 3.4065 | 20.05 | 960 | 3.5159 | 1.0 |
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- | 3.3682 | 20.26 | 970 | 3.4709 | 1.0 |
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- | 3.342 | 20.47 | 980 | 3.4900 | 1.0 |
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- | 3.3573 | 20.68 | 990 | 3.6064 | 0.9999 |
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- | 3.3733 | 20.89 | 1000 | 3.4031 | 1.0 |
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- | 3.317 | 21.1 | 1010 | 3.4064 | 1.0 |
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- | 3.3028 | 21.31 | 1020 | 3.3974 | 0.9995 |
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- | 3.2726 | 21.51 | 1030 | 3.4504 | 0.9996 |
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- | 3.2676 | 21.72 | 1040 | 3.3540 | 0.9996 |
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- | 3.2661 | 21.93 | 1050 | 3.3113 | 0.9997 |
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- | 3.2838 | 22.14 | 1060 | 3.3126 | 0.9999 |
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- | 3.203 | 22.35 | 1070 | 3.2989 | 0.9967 |
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- | 3.2241 | 22.56 | 1080 | 3.3561 | 0.9927 |
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- | 3.2106 | 22.77 | 1090 | 3.2749 | 0.9944 |
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- | 3.2173 | 22.98 | 1100 | 3.1937 | 0.9989 |
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- | 3.2015 | 23.19 | 1110 | 3.2013 | 0.9989 |
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- | 3.1684 | 23.39 | 1120 | 3.1966 | 0.9981 |
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- | 3.1692 | 23.6 | 1130 | 3.1515 | 0.9903 |
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- | 3.153 | 23.81 | 1140 | 3.1713 | 0.9658 |
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- | 3.1614 | 24.02 | 1150 | 3.0817 | 0.9883 |
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- | 3.1328 | 24.23 | 1160 | 3.1405 | 0.9879 |
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- | 3.1528 | 24.44 | 1170 | 3.0858 | 0.9586 |
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- | 3.1284 | 24.65 | 1180 | 3.1450 | 0.9408 |
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- | 3.161 | 24.86 | 1190 | 3.0577 | 0.9772 |
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- | 3.1112 | 25.07 | 1200 | 3.0405 | 0.9788 |
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- | 3.1134 | 25.27 | 1210 | 3.0256 | 0.9388 |
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- | 3.0451 | 25.48 | 1220 | 3.0475 | 0.9388 |
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- | 3.0835 | 25.69 | 1230 | 3.0259 | 0.9912 |
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- | 3.151 | 25.9 | 1240 | 2.9855 | 0.9808 |
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- | 3.1043 | 26.11 | 1250 | 2.9574 | 0.9548 |
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- | 3.0278 | 26.32 | 1260 | 2.9594 | 0.9338 |
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- | 3.0517 | 26.53 | 1270 | 2.9066 | 0.9029 |
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- | 2.9938 | 26.74 | 1280 | 2.8813 | 0.9042 |
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- | 2.9979 | 26.95 | 1290 | 2.8485 | 0.9084 |
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- | 3.0262 | 27.15 | 1300 | 2.8382 | 0.8840 |
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- | 3.0048 | 27.36 | 1310 | 2.8424 | 0.8933 |
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- | 2.9676 | 27.57 | 1320 | 2.8168 | 0.8861 |
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- | 2.972 | 27.78 | 1330 | 2.8324 | 0.8949 |
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- | 2.9057 | 27.99 | 1340 | 2.7582 | 0.8645 |
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- | 2.9145 | 28.2 | 1350 | 2.7261 | 0.8555 |
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- | 2.8708 | 28.41 | 1360 | 2.7156 | 0.8230 |
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- | 2.9127 | 28.62 | 1370 | 2.7340 | 0.8738 |
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- | 2.9277 | 28.83 | 1380 | 2.7288 | 0.8539 |
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- | 2.8918 | 29.03 | 1390 | 2.6852 | 0.8083 |
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- | 2.9109 | 29.24 | 1400 | 2.6678 | 0.8243 |
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- | 2.8655 | 29.45 | 1410 | 2.7691 | 0.8872 |
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- | 2.9382 | 29.66 | 1420 | 2.6778 | 0.8350 |
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- | 2.8375 | 29.87 | 1430 | 2.6705 | 0.7697 |
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- | 2.8531 | 30.08 | 1440 | 2.6343 | 0.8125 |
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- | 2.8456 | 30.29 | 1450 | 2.6113 | 0.7724 |
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- | 2.8201 | 30.5 | 1460 | 2.5863 | 0.7613 |
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- | 2.8172 | 30.7 | 1470 | 2.6602 | 0.8386 |
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- | 2.8465 | 30.91 | 1480 | 2.5719 | 0.8038 |
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- | 2.8527 | 31.12 | 1490 | 2.5469 | 0.7544 |
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- | 2.7747 | 31.33 | 1500 | 2.5257 | 0.7847 |
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- | 2.7948 | 31.54 | 1510 | 2.5263 | 0.7909 |
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- | 2.6885 | 31.75 | 1520 | 2.4958 | 0.7364 |
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- | 2.7594 | 31.96 | 1530 | 2.5140 | 0.7786 |
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- | 2.7385 | 32.17 | 1540 | 2.4742 | 0.7775 |
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- | 2.8526 | 32.38 | 1550 | 2.4751 | 0.6944 |
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- | 2.7398 | 32.58 | 1560 | 2.4276 | 0.7372 |
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- | 2.8246 | 32.79 | 1570 | 2.4695 | 0.7523 |
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- | 2.7004 | 33.0 | 1580 | 2.4228 | 0.7059 |
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- | 2.7431 | 33.21 | 1590 | 2.4395 | 0.7569 |
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- | 2.7673 | 33.42 | 1600 | 2.4158 | 0.7011 |
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- | 2.7558 | 33.63 | 1610 | 2.3673 | 0.6953 |
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- | 2.7892 | 33.84 | 1620 | 2.3885 | 0.7284 |
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- | 2.7038 | 34.05 | 1630 | 2.3655 | 0.7089 |
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- | 2.6997 | 34.26 | 1640 | 2.3426 | 0.7120 |
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- | 2.6738 | 34.46 | 1650 | 2.3455 | 0.7335 |
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- | 2.6899 | 34.67 | 1660 | 2.3281 | 0.6771 |
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- | 2.6903 | 34.88 | 1670 | 2.3271 | 0.6825 |
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- | 2.6737 | 35.09 | 1680 | 2.3032 | 0.6826 |
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- | 2.5978 | 35.3 | 1690 | 2.2940 | 0.7169 |
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- | 2.6285 | 35.51 | 1700 | 2.3023 | 0.6771 |
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- | 2.7255 | 35.72 | 1710 | 2.3156 | 0.6726 |
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- | 2.5993 | 35.93 | 1720 | 2.3340 | 0.7492 |
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- | 2.6732 | 36.14 | 1730 | 2.2575 | 0.6537 |
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- | 2.6294 | 36.34 | 1740 | 2.2502 | 0.6561 |
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- | 2.6515 | 36.55 | 1750 | 2.2356 | 0.6746 |
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- | 2.5892 | 36.76 | 1760 | 2.2364 | 0.6567 |
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- | 2.6174 | 36.97 | 1770 | 2.2375 | 0.6655 |
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- | 2.6555 | 37.18 | 1780 | 2.2259 | 0.6861 |
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- | 2.591 | 37.39 | 1790 | 2.2053 | 0.6489 |
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- | 2.5531 | 37.6 | 1800 | 2.2058 | 0.6295 |
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- | 2.5632 | 37.81 | 1810 | 2.2065 | 0.6719 |
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- | 2.5021 | 38.02 | 1820 | 2.1740 | 0.6371 |
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- | 2.5258 | 38.22 | 1830 | 2.1784 | 0.6515 |
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- | 2.5817 | 38.43 | 1840 | 2.1813 | 0.6749 |
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- | 2.6251 | 38.64 | 1850 | 2.1902 | 0.6165 |
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- | 2.6398 | 38.85 | 1860 | 2.1529 | 0.6557 |
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- | 2.5636 | 39.06 | 1870 | 2.1458 | 0.6429 |
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- | 2.5731 | 39.27 | 1880 | 2.1535 | 0.6435 |
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- | 2.5461 | 39.48 | 1890 | 2.1516 | 0.6380 |
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- | 2.5975 | 39.69 | 1900 | 2.1540 | 0.6557 |
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- | 2.5979 | 39.9 | 1910 | 2.1437 | 0.6389 |
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- | 2.5359 | 40.1 | 1920 | 2.1334 | 0.6201 |
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- | 2.5004 | 40.31 | 1930 | 2.1152 | 0.6371 |
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- | 2.5928 | 40.52 | 1940 | 2.1069 | 0.6079 |
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- | 2.5325 | 40.73 | 1950 | 2.1154 | 0.6341 |
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- | 2.5149 | 40.94 | 1960 | 2.1152 | 0.6131 |
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- | 2.5635 | 41.15 | 1970 | 2.1097 | 0.6298 |
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- | 2.6024 | 41.36 | 1980 | 2.1066 | 0.6384 |
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- | 2.5074 | 41.57 | 1990 | 2.1147 | 0.5998 |
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- | 2.5191 | 41.78 | 2000 | 2.0933 | 0.6166 |
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- | 2.4896 | 41.98 | 2010 | 2.0805 | 0.6063 |
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- | 2.4983 | 42.19 | 2020 | 2.0860 | 0.6189 |
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- | 2.5139 | 42.4 | 2030 | 2.0893 | 0.6064 |
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- | 2.4801 | 42.61 | 2040 | 2.0701 | 0.6176 |
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- | 2.541 | 42.82 | 2050 | 2.0674 | 0.6122 |
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- | 2.4728 | 43.03 | 2060 | 2.0571 | 0.6123 |
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- | 2.4672 | 43.24 | 2070 | 2.0522 | 0.6128 |
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- | 2.4716 | 43.45 | 2080 | 2.0559 | 0.5965 |
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- | 2.4621 | 43.66 | 2090 | 2.0512 | 0.6050 |
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- | 2.4838 | 43.86 | 2100 | 2.0431 | 0.6057 |
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- | 2.512 | 44.07 | 2110 | 2.0378 | 0.5995 |
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- | 2.4825 | 44.28 | 2120 | 2.0394 | 0.6075 |
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- | 2.4814 | 44.49 | 2130 | 2.0368 | 0.5973 |
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- | 2.4023 | 44.7 | 2140 | 2.0482 | 0.6219 |
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- | 2.494 | 44.91 | 2150 | 2.0611 | 0.5765 |
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- | 2.5854 | 45.12 | 2160 | 2.0383 | 0.6125 |
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- | 2.4052 | 45.33 | 2170 | 2.0348 | 0.5935 |
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- | 2.4368 | 45.54 | 2180 | 2.0323 | 0.6002 |
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- | 2.3926 | 45.74 | 2190 | 2.0292 | 0.6107 |
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- | 2.4397 | 45.95 | 2200 | 2.0335 | 0.5873 |
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- | 2.5227 | 46.16 | 2210 | 2.0242 | 0.6075 |
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- | 2.4675 | 46.37 | 2220 | 2.0237 | 0.5992 |
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- | 2.4815 | 46.58 | 2230 | 2.0222 | 0.5956 |
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- | 2.4211 | 46.79 | 2240 | 2.0187 | 0.5953 |
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- | 2.3833 | 47.0 | 2250 | 2.0173 | 0.5898 |
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- | 2.4827 | 47.21 | 2260 | 2.0137 | 0.5993 |
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- | 2.5543 | 47.42 | 2270 | 2.0131 | 0.5977 |
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- | 2.4751 | 47.62 | 2280 | 2.0117 | 0.5956 |
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- | 2.4562 | 47.83 | 2290 | 2.0124 | 0.5979 |
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- | 2.4648 | 48.04 | 2300 | 2.0127 | 0.5992 |
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- | 2.4327 | 48.25 | 2310 | 2.0121 | 0.5930 |
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- | 2.4454 | 48.46 | 2320 | 2.0098 | 0.5969 |
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- | 2.4821 | 48.67 | 2330 | 2.0088 | 0.5962 |
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- | 2.4527 | 48.88 | 2340 | 2.0087 | 0.5953 |
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- | 2.4899 | 49.09 | 2350 | 2.0086 | 0.5952 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  # psst_model_cer_2
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+ This model is a fine-tuned version of [Aanchan/psst_model_cer_2](https://huggingface.co/Aanchan/psst_model_cer_2) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.1531
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+ - Cer: 0.3415
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  ## Model description
21
 
 
42
  - total_train_batch_size: 48
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  - optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-08
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  - lr_scheduler_type: linear
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+ - num_epochs: 150
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  ### Training results
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+ | Training Loss | Epoch | Step | Cer | Validation Loss |
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+ |:-------------:|:------:|:----:|:------:|:---------------:|
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+ | 37.8359 | 0.21 | 10 | 1.0 | 33.3633 |
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+ | 10.3672 | 0.42 | 20 | 1.0 | 12.7370 |
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+ | 6.965 | 0.63 | 30 | 1.0 | 10.1163 |
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+ | 5.4782 | 0.84 | 40 | 1.0 | 8.5443 |
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+ | 4.9771 | 1.04 | 50 | 1.0 | 7.6301 |
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+ | 4.4938 | 1.25 | 60 | 1.0 | 6.9782 |
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+ | 4.201 | 1.46 | 70 | 1.0 | 6.3865 |
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+ | 4.268 | 1.67 | 80 | 1.0 | 6.3360 |
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+ | 4.146 | 1.88 | 90 | 1.0 | 5.7938 |
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+ | 4.1606 | 2.09 | 100 | 1.0 | 5.6862 |
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+ | 4.0541 | 2.3 | 110 | 1.0 | 5.6427 |
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+ | 4.0327 | 2.51 | 120 | 1.0 | 6.0837 |
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+ | 3.9125 | 2.72 | 130 | 1.0 | 5.6241 |
64
+ | 3.9092 | 2.92 | 140 | 1.0 | 5.3858 |
65
+ | 3.9797 | 3.13 | 150 | 1.0 | 5.0597 |
66
+ | 3.909 | 3.34 | 160 | 1.0 | 5.2240 |
67
+ | 3.9256 | 3.55 | 170 | 1.0 | 5.1131 |
68
+ | 3.8817 | 3.76 | 180 | 1.0 | 5.3508 |
69
+ | 3.8973 | 3.97 | 190 | 1.0 | 5.6252 |
70
+ | 3.9605 | 4.18 | 200 | 1.0 | 5.2654 |
71
+ | 3.91 | 4.39 | 210 | 1.0 | 5.2997 |
72
+ | 3.9179 | 4.6 | 220 | 1.0 | 5.1039 |
73
+ | 3.887 | 4.8 | 230 | 1.0 | 5.1672 |
74
+ | 3.8978 | 5.01 | 240 | 1.0 | 5.2943 |
75
+ | 3.8155 | 5.22 | 250 | 1.0 | 5.5301 |
76
+ | 3.9853 | 5.43 | 260 | 1.0 | 5.1155 |
77
+ | 3.8906 | 5.64 | 270 | 1.0 | 5.0986 |
78
+ | 3.8601 | 5.85 | 280 | 1.0 | 4.6896 |
79
+ | 3.9491 | 6.06 | 290 | 1.0 | 5.2097 |
80
+ | 3.8721 | 6.27 | 300 | 1.0 | 4.8001 |
81
+ | 3.8459 | 6.48 | 310 | 1.0 | 4.8305 |
82
+ | 3.8119 | 6.68 | 320 | 1.0 | 5.4870 |
83
+ | 3.8184 | 6.89 | 330 | 1.0 | 4.5510 |
84
+ | 3.8064 | 7.1 | 340 | 1.0 | 5.0332 |
85
+ | 3.8516 | 7.31 | 350 | 1.0 | 4.6039 |
86
+ | 3.8689 | 7.52 | 360 | 1.0 | 4.9772 |
87
+ | 3.7968 | 7.73 | 370 | 1.0 | 4.4847 |
88
+ | 3.8069 | 7.94 | 380 | 1.0 | 4.5842 |
89
+ | 3.7918 | 8.15 | 390 | 1.0 | 4.4859 |
90
+ | 3.7672 | 8.36 | 400 | 1.0 | 4.2332 |
91
+ | 3.7639 | 8.56 | 410 | 1.0 | 4.2703 |
92
+ | 3.8094 | 8.77 | 420 | 1.0 | 4.5038 |
93
+ | 3.7718 | 8.98 | 430 | 1.0 | 4.2372 |
94
+ | 3.7588 | 9.19 | 440 | 1.0 | 4.1989 |
95
+ | 3.7504 | 9.4 | 450 | 1.0 | 4.2191 |
96
+ | 3.8373 | 9.61 | 460 | 1.0 | 4.1814 |
97
+ | 3.7472 | 9.82 | 470 | 1.0 | 4.2161 |
98
+ | 3.7998 | 10.03 | 480 | 1.0 | 4.1128 |
99
+ | 3.7542 | 10.23 | 490 | 1.0 | 4.2112 |
100
+ | 3.7366 | 10.44 | 500 | 1.0 | 4.1716 |
101
+ | 3.7243 | 10.65 | 510 | 1.0 | 4.0599 |
102
+ | 3.7427 | 10.86 | 520 | 1.0 | 4.0381 |
103
+ | 3.7373 | 11.07 | 530 | 1.0 | 4.0331 |
104
+ | 3.7367 | 11.28 | 540 | 1.0 | 4.0185 |
105
+ | 3.702 | 11.49 | 550 | 1.0 | 3.9956 |
106
+ | 3.7854 | 11.7 | 560 | 1.0 | 4.0306 |
107
+ | 3.741 | 11.91 | 570 | 1.0 | 4.1382 |
108
+ | 3.6995 | 12.11 | 580 | 1.0 | 4.0207 |
109
+ | 3.7248 | 12.32 | 590 | 1.0 | 4.0219 |
110
+ | 3.7232 | 12.53 | 600 | 1.0 | 4.0050 |
111
+ | 3.7246 | 12.74 | 610 | 1.0 | 4.0153 |
112
+ | 3.7134 | 12.95 | 620 | 1.0 | 4.0040 |
113
+ | 3.6979 | 13.16 | 630 | 1.0 | 4.0014 |
114
+ | 3.7051 | 13.37 | 640 | 1.0 | 4.0137 |
115
+ | 3.6915 | 13.58 | 650 | 1.0 | 3.9692 |
116
+ | 3.7047 | 13.79 | 660 | 1.0 | 3.9598 |
117
+ | 3.7833 | 13.99 | 670 | 1.0 | 3.9548 |
118
+ | 3.7084 | 14.2 | 680 | 1.0 | 3.9840 |
119
+ | 3.7876 | 14.41 | 690 | 1.0 | 4.0253 |
120
+ | 3.7278 | 14.62 | 700 | 1.0 | 3.9687 |
121
+ | 3.7019 | 14.83 | 710 | 1.0 | 3.9461 |
122
+ | 3.6867 | 15.04 | 720 | 1.0 | 3.8824 |
123
+ | 3.6685 | 15.25 | 730 | 1.0 | 3.9191 |
124
+ | 3.6785 | 15.46 | 740 | 1.0 | 3.8702 |
125
+ | 3.6193 | 15.67 | 750 | 1.0 | 4.0987 |
126
+ | 3.6695 | 15.87 | 760 | 1.0 | 3.8417 |
127
+ | 3.6322 | 16.08 | 770 | 1.0 | 3.8697 |
128
+ | 3.6423 | 16.29 | 780 | 1.0 | 4.0140 |
129
+ | 3.6224 | 16.5 | 790 | 1.0 | 3.8780 |
130
+ | 3.5836 | 16.71 | 800 | 1.0 | 3.8246 |
131
+ | 3.6403 | 16.92 | 810 | 1.0 | 3.8050 |
132
+ | 3.5728 | 17.13 | 820 | 1.0 | 3.7491 |
133
+ | 3.5611 | 17.34 | 830 | 1.0 | 3.7878 |
134
+ | 3.5573 | 17.55 | 840 | 1.0 | 3.7570 |
135
+ | 3.5202 | 17.75 | 850 | 1.0 | 3.7969 |
136
+ | 3.5196 | 17.96 | 860 | 1.0 | 3.6973 |
137
+ | 3.5235 | 18.17 | 870 | 1.0 | 3.6411 |
138
+ | 3.4898 | 18.38 | 880 | 1.0 | 3.7192 |
139
+ | 3.5062 | 18.59 | 890 | 1.0 | 3.6198 |
140
+ | 3.4717 | 18.8 | 900 | 1.0 | 3.6294 |
141
+ | 3.4377 | 19.01 | 910 | 1.0 | 3.6018 |
142
+ | 3.4012 | 19.22 | 920 | 1.0 | 3.6305 |
143
+ | 3.4097 | 19.43 | 930 | 1.0 | 3.5503 |
144
+ | 3.4805 | 19.63 | 940 | 1.0 | 3.5701 |
145
+ | 3.4145 | 19.84 | 950 | 1.0 | 3.5523 |
146
+ | 3.4065 | 20.05 | 960 | 1.0 | 3.5159 |
147
+ | 3.3682 | 20.26 | 970 | 1.0 | 3.4709 |
148
+ | 3.342 | 20.47 | 980 | 1.0 | 3.4900 |
149
+ | 3.3573 | 20.68 | 990 | 0.9999 | 3.6064 |
150
+ | 3.3733 | 20.89 | 1000 | 1.0 | 3.4031 |
151
+ | 3.317 | 21.1 | 1010 | 1.0 | 3.4064 |
152
+ | 3.3028 | 21.31 | 1020 | 0.9995 | 3.3974 |
153
+ | 3.2726 | 21.51 | 1030 | 0.9996 | 3.4504 |
154
+ | 3.2676 | 21.72 | 1040 | 0.9996 | 3.3540 |
155
+ | 3.2661 | 21.93 | 1050 | 0.9997 | 3.3113 |
156
+ | 3.2838 | 22.14 | 1060 | 0.9999 | 3.3126 |
157
+ | 3.203 | 22.35 | 1070 | 0.9967 | 3.2989 |
158
+ | 3.2241 | 22.56 | 1080 | 0.9927 | 3.3561 |
159
+ | 3.2106 | 22.77 | 1090 | 0.9944 | 3.2749 |
160
+ | 3.2173 | 22.98 | 1100 | 0.9989 | 3.1937 |
161
+ | 3.2015 | 23.19 | 1110 | 0.9989 | 3.2013 |
162
+ | 3.1684 | 23.39 | 1120 | 0.9981 | 3.1966 |
163
+ | 3.1692 | 23.6 | 1130 | 0.9903 | 3.1515 |
164
+ | 3.153 | 23.81 | 1140 | 0.9658 | 3.1713 |
165
+ | 3.1614 | 24.02 | 1150 | 0.9883 | 3.0817 |
166
+ | 3.1328 | 24.23 | 1160 | 0.9879 | 3.1405 |
167
+ | 3.1528 | 24.44 | 1170 | 0.9586 | 3.0858 |
168
+ | 3.1284 | 24.65 | 1180 | 0.9408 | 3.1450 |
169
+ | 3.161 | 24.86 | 1190 | 0.9772 | 3.0577 |
170
+ | 3.1112 | 25.07 | 1200 | 0.9788 | 3.0405 |
171
+ | 3.1134 | 25.27 | 1210 | 0.9388 | 3.0256 |
172
+ | 3.0451 | 25.48 | 1220 | 0.9388 | 3.0475 |
173
+ | 3.0835 | 25.69 | 1230 | 0.9912 | 3.0259 |
174
+ | 3.151 | 25.9 | 1240 | 0.9808 | 2.9855 |
175
+ | 3.1043 | 26.11 | 1250 | 0.9548 | 2.9574 |
176
+ | 3.0278 | 26.32 | 1260 | 0.9338 | 2.9594 |
177
+ | 3.0517 | 26.53 | 1270 | 0.9029 | 2.9066 |
178
+ | 2.9938 | 26.74 | 1280 | 0.9042 | 2.8813 |
179
+ | 2.9979 | 26.95 | 1290 | 0.9084 | 2.8485 |
180
+ | 3.0262 | 27.15 | 1300 | 0.8840 | 2.8382 |
181
+ | 3.0048 | 27.36 | 1310 | 0.8933 | 2.8424 |
182
+ | 2.9676 | 27.57 | 1320 | 0.8861 | 2.8168 |
183
+ | 2.972 | 27.78 | 1330 | 0.8949 | 2.8324 |
184
+ | 2.9057 | 27.99 | 1340 | 0.8645 | 2.7582 |
185
+ | 2.9145 | 28.2 | 1350 | 0.8555 | 2.7261 |
186
+ | 2.8708 | 28.41 | 1360 | 0.8230 | 2.7156 |
187
+ | 2.9127 | 28.62 | 1370 | 0.8738 | 2.7340 |
188
+ | 2.9277 | 28.83 | 1380 | 0.8539 | 2.7288 |
189
+ | 2.8918 | 29.03 | 1390 | 0.8083 | 2.6852 |
190
+ | 2.9109 | 29.24 | 1400 | 0.8243 | 2.6678 |
191
+ | 2.8655 | 29.45 | 1410 | 0.8872 | 2.7691 |
192
+ | 2.9382 | 29.66 | 1420 | 0.8350 | 2.6778 |
193
+ | 2.8375 | 29.87 | 1430 | 0.7697 | 2.6705 |
194
+ | 2.8531 | 30.08 | 1440 | 0.8125 | 2.6343 |
195
+ | 2.8456 | 30.29 | 1450 | 0.7724 | 2.6113 |
196
+ | 2.8201 | 30.5 | 1460 | 0.7613 | 2.5863 |
197
+ | 2.8172 | 30.7 | 1470 | 0.8386 | 2.6602 |
198
+ | 2.8465 | 30.91 | 1480 | 0.8038 | 2.5719 |
199
+ | 2.8527 | 31.12 | 1490 | 0.7544 | 2.5469 |
200
+ | 2.7747 | 31.33 | 1500 | 0.7847 | 2.5257 |
201
+ | 2.7948 | 31.54 | 1510 | 0.7909 | 2.5263 |
202
+ | 2.6885 | 31.75 | 1520 | 0.7364 | 2.4958 |
203
+ | 2.7594 | 31.96 | 1530 | 0.7786 | 2.5140 |
204
+ | 2.7385 | 32.17 | 1540 | 0.7775 | 2.4742 |
205
+ | 2.8526 | 32.38 | 1550 | 0.6944 | 2.4751 |
206
+ | 2.7398 | 32.58 | 1560 | 0.7372 | 2.4276 |
207
+ | 2.8246 | 32.79 | 1570 | 0.7523 | 2.4695 |
208
+ | 2.7004 | 33.0 | 1580 | 0.7059 | 2.4228 |
209
+ | 2.7431 | 33.21 | 1590 | 0.7569 | 2.4395 |
210
+ | 2.7673 | 33.42 | 1600 | 0.7011 | 2.4158 |
211
+ | 2.7558 | 33.63 | 1610 | 0.6953 | 2.3673 |
212
+ | 2.7892 | 33.84 | 1620 | 0.7284 | 2.3885 |
213
+ | 2.7038 | 34.05 | 1630 | 0.7089 | 2.3655 |
214
+ | 2.6997 | 34.26 | 1640 | 0.7120 | 2.3426 |
215
+ | 2.6738 | 34.46 | 1650 | 0.7335 | 2.3455 |
216
+ | 2.6899 | 34.67 | 1660 | 0.6771 | 2.3281 |
217
+ | 2.6903 | 34.88 | 1670 | 0.6825 | 2.3271 |
218
+ | 2.6737 | 35.09 | 1680 | 0.6826 | 2.3032 |
219
+ | 2.5978 | 35.3 | 1690 | 0.7169 | 2.2940 |
220
+ | 2.6285 | 35.51 | 1700 | 0.6771 | 2.3023 |
221
+ | 2.7255 | 35.72 | 1710 | 0.6726 | 2.3156 |
222
+ | 2.5993 | 35.93 | 1720 | 0.7492 | 2.3340 |
223
+ | 2.6732 | 36.14 | 1730 | 0.6537 | 2.2575 |
224
+ | 2.6294 | 36.34 | 1740 | 0.6561 | 2.2502 |
225
+ | 2.6515 | 36.55 | 1750 | 0.6746 | 2.2356 |
226
+ | 2.5892 | 36.76 | 1760 | 0.6567 | 2.2364 |
227
+ | 2.6174 | 36.97 | 1770 | 0.6655 | 2.2375 |
228
+ | 2.6555 | 37.18 | 1780 | 0.6861 | 2.2259 |
229
+ | 2.591 | 37.39 | 1790 | 0.6489 | 2.2053 |
230
+ | 2.5531 | 37.6 | 1800 | 0.6295 | 2.2058 |
231
+ | 2.5632 | 37.81 | 1810 | 0.6719 | 2.2065 |
232
+ | 2.5021 | 38.02 | 1820 | 0.6371 | 2.1740 |
233
+ | 2.5258 | 38.22 | 1830 | 0.6515 | 2.1784 |
234
+ | 2.5817 | 38.43 | 1840 | 0.6749 | 2.1813 |
235
+ | 2.6251 | 38.64 | 1850 | 0.6165 | 2.1902 |
236
+ | 2.6398 | 38.85 | 1860 | 0.6557 | 2.1529 |
237
+ | 2.5636 | 39.06 | 1870 | 0.6429 | 2.1458 |
238
+ | 2.5731 | 39.27 | 1880 | 0.6435 | 2.1535 |
239
+ | 2.5461 | 39.48 | 1890 | 0.6380 | 2.1516 |
240
+ | 2.5975 | 39.69 | 1900 | 0.6557 | 2.1540 |
241
+ | 2.5979 | 39.9 | 1910 | 0.6389 | 2.1437 |
242
+ | 2.5359 | 40.1 | 1920 | 0.6201 | 2.1334 |
243
+ | 2.5004 | 40.31 | 1930 | 0.6371 | 2.1152 |
244
+ | 2.5928 | 40.52 | 1940 | 0.6079 | 2.1069 |
245
+ | 2.5325 | 40.73 | 1950 | 0.6341 | 2.1154 |
246
+ | 2.5149 | 40.94 | 1960 | 0.6131 | 2.1152 |
247
+ | 2.5635 | 41.15 | 1970 | 0.6298 | 2.1097 |
248
+ | 2.6024 | 41.36 | 1980 | 0.6384 | 2.1066 |
249
+ | 2.5074 | 41.57 | 1990 | 0.5998 | 2.1147 |
250
+ | 2.5191 | 41.78 | 2000 | 0.6166 | 2.0933 |
251
+ | 2.4896 | 41.98 | 2010 | 0.6063 | 2.0805 |
252
+ | 2.4983 | 42.19 | 2020 | 0.6189 | 2.0860 |
253
+ | 2.5139 | 42.4 | 2030 | 0.6064 | 2.0893 |
254
+ | 2.4801 | 42.61 | 2040 | 0.6176 | 2.0701 |
255
+ | 2.541 | 42.82 | 2050 | 0.6122 | 2.0674 |
256
+ | 2.4728 | 43.03 | 2060 | 0.6123 | 2.0571 |
257
+ | 2.4672 | 43.24 | 2070 | 0.6128 | 2.0522 |
258
+ | 2.4716 | 43.45 | 2080 | 0.5965 | 2.0559 |
259
+ | 2.4621 | 43.66 | 2090 | 0.6050 | 2.0512 |
260
+ | 2.4838 | 43.86 | 2100 | 0.6057 | 2.0431 |
261
+ | 2.512 | 44.07 | 2110 | 0.5995 | 2.0378 |
262
+ | 2.4825 | 44.28 | 2120 | 0.6075 | 2.0394 |
263
+ | 2.4814 | 44.49 | 2130 | 0.5973 | 2.0368 |
264
+ | 2.4023 | 44.7 | 2140 | 0.6219 | 2.0482 |
265
+ | 2.494 | 44.91 | 2150 | 0.5765 | 2.0611 |
266
+ | 2.5854 | 45.12 | 2160 | 0.6125 | 2.0383 |
267
+ | 2.4052 | 45.33 | 2170 | 0.5935 | 2.0348 |
268
+ | 2.4368 | 45.54 | 2180 | 0.6002 | 2.0323 |
269
+ | 2.3926 | 45.74 | 2190 | 0.6107 | 2.0292 |
270
+ | 2.4397 | 45.95 | 2200 | 0.5873 | 2.0335 |
271
+ | 2.5227 | 46.16 | 2210 | 0.6075 | 2.0242 |
272
+ | 2.4675 | 46.37 | 2220 | 0.5992 | 2.0237 |
273
+ | 2.4815 | 46.58 | 2230 | 0.5956 | 2.0222 |
274
+ | 2.4211 | 46.79 | 2240 | 0.5953 | 2.0187 |
275
+ | 2.3833 | 47.0 | 2250 | 0.5898 | 2.0173 |
276
+ | 2.4827 | 47.21 | 2260 | 0.5993 | 2.0137 |
277
+ | 2.5543 | 47.42 | 2270 | 0.5977 | 2.0131 |
278
+ | 2.4751 | 47.62 | 2280 | 0.5956 | 2.0117 |
279
+ | 2.4562 | 47.83 | 2290 | 0.5979 | 2.0124 |
280
+ | 2.4648 | 48.04 | 2300 | 0.5992 | 2.0127 |
281
+ | 2.4327 | 48.25 | 2310 | 0.5930 | 2.0121 |
282
+ | 2.4454 | 48.46 | 2320 | 0.5969 | 2.0098 |
283
+ | 2.4821 | 48.67 | 2330 | 0.5962 | 2.0088 |
284
+ | 2.4527 | 48.88 | 2340 | 0.5953 | 2.0087 |
285
+ | 2.4899 | 49.09 | 2350 | 0.5952 | 2.0086 |
286
+ | 2.4629 | 50.21 | 2360 | 2.0031 | 0.6028 |
287
+ | 2.575 | 50.42 | 2370 | 2.0203 | 0.6125 |
288
+ | 2.4999 | 50.63 | 2380 | 2.0189 | 0.6300 |
289
+ | 2.5129 | 50.84 | 2390 | 2.0347 | 0.6528 |
290
+ | 2.4367 | 51.04 | 2400 | 1.9859 | 0.5689 |
291
+ | 2.4355 | 51.25 | 2410 | 1.9945 | 0.5970 |
292
+ | 2.493 | 51.46 | 2420 | 1.9698 | 0.5842 |
293
+ | 2.3916 | 51.67 | 2430 | 1.9457 | 0.5798 |
294
+ | 2.401 | 51.88 | 2440 | 1.9727 | 0.5843 |
295
+ | 2.4792 | 52.09 | 2450 | 1.9157 | 0.5729 |
296
+ | 2.3493 | 52.3 | 2460 | 1.9209 | 0.5436 |
297
+ | 2.3819 | 52.51 | 2470 | 1.9296 | 0.5578 |
298
+ | 2.3964 | 52.72 | 2480 | 1.9010 | 0.5641 |
299
+ | 2.3684 | 52.92 | 2490 | 1.8848 | 0.5662 |
300
+ | 2.4964 | 53.13 | 2500 | 1.8773 | 0.5646 |
301
+ | 2.2723 | 53.34 | 2510 | 1.8368 | 0.5511 |
302
+ | 2.4053 | 53.55 | 2520 | 1.8794 | 0.5453 |
303
+ | 2.3141 | 53.76 | 2530 | 1.9140 | 0.5240 |
304
+ | 2.3126 | 53.97 | 2540 | 1.8741 | 0.5468 |
305
+ | 2.3782 | 54.18 | 2550 | 1.8221 | 0.5601 |
306
+ | 2.3851 | 54.39 | 2560 | 1.8552 | 0.5354 |
307
+ | 2.3253 | 54.6 | 2570 | 1.8323 | 0.5131 |
308
+ | 2.2822 | 54.8 | 2580 | 1.8003 | 0.5260 |
309
+ | 2.3208 | 55.01 | 2590 | 1.7792 | 0.5404 |
310
+ | 2.3172 | 55.22 | 2600 | 1.7621 | 0.5307 |
311
+ | 2.2502 | 55.43 | 2610 | 1.8013 | 0.5062 |
312
+ | 2.333 | 55.64 | 2620 | 1.7421 | 0.5159 |
313
+ | 2.2981 | 55.85 | 2630 | 1.7878 | 0.5601 |
314
+ | 2.232 | 56.06 | 2640 | 1.7356 | 0.5302 |
315
+ | 2.2835 | 56.27 | 2650 | 1.7659 | 0.5307 |
316
+ | 2.1225 | 56.48 | 2660 | 1.7515 | 0.5330 |
317
+ | 2.2555 | 56.68 | 2670 | 1.7033 | 0.5258 |
318
+ | 2.2513 | 56.89 | 2680 | 1.6998 | 0.4942 |
319
+ | 2.3202 | 57.1 | 2690 | 1.7706 | 0.4938 |
320
+ | 2.2466 | 57.31 | 2700 | 1.6905 | 0.5284 |
321
+ | 2.1976 | 57.52 | 2710 | 1.7095 | 0.5098 |
322
+ | 2.2154 | 57.73 | 2720 | 1.6714 | 0.4906 |
323
+ | 2.0915 | 57.94 | 2730 | 1.6700 | 0.5206 |
324
+ | 2.2583 | 58.15 | 2740 | 1.6110 | 0.5118 |
325
+ | 2.2587 | 58.36 | 2750 | 1.6855 | 0.4944 |
326
+ | 2.1733 | 58.56 | 2760 | 1.6558 | 0.4941 |
327
+ | 2.1792 | 58.77 | 2770 | 1.6320 | 0.5038 |
328
+ | 2.1271 | 58.98 | 2780 | 1.6331 | 0.4919 |
329
+ | 2.1411 | 59.19 | 2790 | 1.6487 | 0.4838 |
330
+ | 2.1385 | 59.4 | 2800 | 1.5929 | 0.4961 |
331
+ | 2.167 | 59.61 | 2810 | 1.5782 | 0.4971 |
332
+ | 2.0402 | 59.82 | 2820 | 1.5879 | 0.5077 |
333
+ | 2.0769 | 60.03 | 2830 | 1.5983 | 0.4832 |
334
+ | 2.1227 | 60.23 | 2840 | 1.6342 | 0.5081 |
335
+ | 2.1414 | 60.44 | 2850 | 1.5958 | 0.5175 |
336
+ | 2.1648 | 60.65 | 2860 | 1.6939 | 0.4794 |
337
+ | 2.0922 | 60.86 | 2870 | 1.5612 | 0.4797 |
338
+ | 2.1358 | 61.07 | 2880 | 1.5405 | 0.4935 |
339
+ | 2.0754 | 61.28 | 2890 | 1.5544 | 0.4936 |
340
+ | 2.0866 | 61.49 | 2900 | 1.5314 | 0.4872 |
341
+ | 2.0828 | 61.7 | 2910 | 1.5557 | 0.5037 |
342
+ | 2.0538 | 61.91 | 2920 | 1.5273 | 0.4737 |
343
+ | 2.1042 | 62.11 | 2930 | 1.5286 | 0.4710 |
344
+ | 2.1048 | 62.32 | 2940 | 1.5070 | 0.4940 |
345
+ | 2.0438 | 62.53 | 2950 | 1.4937 | 0.4682 |
346
+ | 2.064 | 62.74 | 2960 | 1.5347 | 0.4819 |
347
+ | 2.0177 | 62.95 | 2970 | 1.5341 | 0.4922 |
348
+ | 2.0214 | 63.16 | 2980 | 1.5481 | 0.4617 |
349
+ | 2.082 | 63.37 | 2990 | 1.4913 | 0.4753 |
350
+ | 2.0106 | 63.58 | 3000 | 1.4872 | 0.4757 |
351
+ | 2.0103 | 63.79 | 3010 | 1.5350 | 0.4596 |
352
+ | 1.8916 | 63.99 | 3020 | 1.4927 | 0.4818 |
353
+ | 1.9738 | 64.2 | 3030 | 1.4987 | 0.4687 |
354
+ | 2.0512 | 64.41 | 3040 | 1.4418 | 0.4722 |
355
+ | 2.0353 | 64.62 | 3050 | 1.4645 | 0.4550 |
356
+ | 2.0049 | 64.83 | 3060 | 1.4430 | 0.4630 |
357
+ | 1.9217 | 65.04 | 3070 | 1.4340 | 0.4705 |
358
+ | 1.9497 | 65.25 | 3080 | 1.4514 | 0.4617 |
359
+ | 1.9332 | 65.46 | 3090 | 1.4303 | 0.4685 |
360
+ | 1.9287 | 65.67 | 3100 | 1.4396 | 0.4822 |
361
+ | 1.9999 | 65.87 | 3110 | 1.4526 | 0.4405 |
362
+ | 2.108 | 66.08 | 3120 | 1.4311 | 0.4665 |
363
+ | 1.902 | 66.29 | 3130 | 1.3937 | 0.4508 |
364
+ | 1.9701 | 66.5 | 3140 | 1.4613 | 0.4510 |
365
+ | 1.9661 | 66.71 | 3150 | 1.4014 | 0.4675 |
366
+ | 1.9712 | 66.92 | 3160 | 1.4763 | 0.4422 |
367
+ | 2.0125 | 67.13 | 3170 | 1.3736 | 0.4416 |
368
+ | 1.9368 | 67.34 | 3180 | 1.3981 | 0.4586 |
369
+ | 1.9372 | 67.55 | 3190 | 1.4003 | 0.4382 |
370
+ | 1.9454 | 67.75 | 3200 | 1.3811 | 0.4511 |
371
+ | 1.8702 | 67.96 | 3210 | 1.4121 | 0.4463 |
372
+ | 1.9431 | 68.17 | 3220 | 1.4166 | 0.4642 |
373
+ | 1.9209 | 68.38 | 3230 | 1.4181 | 0.4464 |
374
+ | 1.9377 | 68.59 | 3240 | 1.3866 | 0.4308 |
375
+ | 2.0372 | 68.8 | 3250 | 1.3839 | 0.4505 |
376
+ | 1.8107 | 69.01 | 3260 | 1.3816 | 0.4435 |
377
+ | 1.8403 | 69.22 | 3270 | 1.3681 | 0.4485 |
378
+ | 1.8117 | 69.43 | 3280 | 1.3948 | 0.4381 |
379
+ | 1.956 | 69.63 | 3290 | 1.3615 | 0.4360 |
380
+ | 2.0004 | 69.84 | 3300 | 1.3528 | 0.4384 |
381
+ | 1.9543 | 70.05 | 3310 | 1.3424 | 0.4335 |
382
+ | 1.7859 | 70.26 | 3320 | 1.4003 | 0.4456 |
383
+ | 1.8182 | 70.47 | 3330 | 1.3639 | 0.4395 |
384
+ | 1.8212 | 70.68 | 3340 | 1.4004 | 0.4339 |
385
+ | 1.849 | 70.89 | 3350 | 1.3664 | 0.4248 |
386
+ | 1.9731 | 71.1 | 3360 | 1.3408 | 0.4282 |
387
+ | 1.791 | 71.31 | 3370 | 1.3247 | 0.4400 |
388
+ | 1.8936 | 71.51 | 3380 | 1.3327 | 0.4257 |
389
+ | 1.8519 | 71.72 | 3390 | 1.3298 | 0.4356 |
390
+ | 1.7707 | 71.93 | 3400 | 1.3650 | 0.4314 |
391
+ | 1.8528 | 72.14 | 3410 | 1.3261 | 0.4349 |
392
+ | 1.8906 | 72.35 | 3420 | 1.3572 | 0.4230 |
393
+ | 1.9125 | 72.56 | 3430 | 1.3221 | 0.4207 |
394
+ | 1.8451 | 72.77 | 3440 | 1.3520 | 0.4312 |
395
+ | 1.7857 | 72.98 | 3450 | 1.3765 | 0.4250 |
396
+ | 1.8717 | 73.19 | 3460 | 1.3326 | 0.4330 |
397
+ | 1.8287 | 73.39 | 3470 | 1.3515 | 0.4223 |
398
+ | 1.7754 | 73.6 | 3480 | 1.3317 | 0.4197 |
399
+ | 1.836 | 73.81 | 3490 | 1.3277 | 0.4209 |
400
+ | 1.8059 | 74.02 | 3500 | 1.3041 | 0.4237 |
401
+ | 1.7529 | 74.23 | 3510 | 1.3108 | 0.4240 |
402
+ | 1.7615 | 74.44 | 3520 | 1.2891 | 0.4013 |
403
+ | 1.8441 | 74.65 | 3530 | 1.3045 | 0.4200 |
404
+ | 1.8394 | 74.86 | 3540 | 1.2921 | 0.4262 |
405
+ | 1.776 | 75.07 | 3550 | 1.3085 | 0.4186 |
406
+ | 1.6446 | 75.27 | 3560 | 1.3060 | 0.4195 |
407
+ | 1.8149 | 75.48 | 3570 | 1.3134 | 0.4188 |
408
+ | 1.7414 | 75.69 | 3580 | 1.2733 | 0.4116 |
409
+ | 1.6792 | 75.9 | 3590 | 1.3297 | 0.4308 |
410
+ | 1.8963 | 76.11 | 3600 | 1.2929 | 0.4173 |
411
+ | 1.7811 | 76.32 | 3610 | 1.3317 | 0.4196 |
412
+ | 1.7426 | 76.53 | 3620 | 1.3115 | 0.4302 |
413
+ | 1.7389 | 76.74 | 3630 | 1.2854 | 0.4090 |
414
+ | 1.7198 | 76.95 | 3640 | 1.2681 | 0.4152 |
415
+ | 1.7593 | 77.15 | 3650 | 1.2639 | 0.4163 |
416
+ | 1.7355 | 77.36 | 3660 | 1.2670 | 0.4163 |
417
+ | 1.7844 | 77.57 | 3670 | 1.2510 | 0.4176 |
418
+ | 1.7807 | 77.78 | 3680 | 1.2740 | 0.4129 |
419
+ | 1.5673 | 77.99 | 3690 | 1.2713 | 0.3978 |
420
+ | 1.7853 | 78.2 | 3700 | 1.2504 | 0.4187 |
421
+ | 1.723 | 78.41 | 3710 | 1.2687 | 0.4132 |
422
+ | 1.6734 | 78.62 | 3720 | 1.2922 | 0.3937 |
423
+ | 1.7042 | 78.83 | 3730 | 1.2559 | 0.4169 |
424
+ | 1.8168 | 79.03 | 3740 | 1.2643 | 0.4040 |
425
+ | 1.723 | 79.24 | 3750 | 1.2584 | 0.4123 |
426
+ | 1.6394 | 79.45 | 3760 | 1.2473 | 0.3986 |
427
+ | 1.7405 | 79.66 | 3770 | 1.2440 | 0.4126 |
428
+ | 1.7507 | 79.87 | 3780 | 1.2420 | 0.4050 |
429
+ | 1.7632 | 80.08 | 3790 | 1.2710 | 0.4016 |
430
+ | 1.6898 | 80.29 | 3800 | 1.2715 | 0.4153 |
431
+ | 1.7104 | 80.5 | 3810 | 1.2274 | 0.3947 |
432
+ | 1.7028 | 80.7 | 3820 | 1.2947 | 0.4122 |
433
+ | 1.699 | 80.91 | 3830 | 1.2511 | 0.3844 |
434
+ | 1.7803 | 81.12 | 3840 | 1.2710 | 0.4043 |
435
+ | 1.7427 | 81.33 | 3850 | 1.2368 | 0.4059 |
436
+ | 1.6612 | 81.54 | 3860 | 1.3042 | 0.3825 |
437
+ | 1.7175 | 81.75 | 3870 | 1.2365 | 0.4116 |
438
+ | 1.6239 | 81.96 | 3880 | 1.2459 | 0.3935 |
439
+ | 1.7041 | 82.17 | 3890 | 1.2212 | 0.4032 |
440
+ | 1.715 | 82.38 | 3900 | 1.2048 | 0.4084 |
441
+ | 1.662 | 82.58 | 3910 | 1.2964 | 0.3900 |
442
+ | 1.6273 | 82.79 | 3920 | 1.2347 | 0.4134 |
443
+ | 1.5724 | 83.0 | 3930 | 1.2698 | 0.3886 |
444
+ | 1.6903 | 83.21 | 3940 | 1.2406 | 0.4131 |
445
+ | 1.6785 | 83.42 | 3950 | 1.2429 | 0.3904 |
446
+ | 1.6488 | 83.63 | 3960 | 1.2477 | 0.4006 |
447
+ | 1.7702 | 83.84 | 3970 | 1.2136 | 0.3964 |
448
+ | 1.6248 | 84.05 | 3980 | 1.2290 | 0.3920 |
449
+ | 1.5838 | 84.26 | 3990 | 1.2416 | 0.3945 |
450
+ | 1.6427 | 84.46 | 4000 | 1.2257 | 0.4078 |
451
+ | 1.6722 | 84.67 | 4010 | 1.2757 | 0.3903 |
452
+ | 1.6473 | 84.88 | 4020 | 1.2590 | 0.3916 |
453
+ | 1.6873 | 85.09 | 4030 | 1.2543 | 0.4054 |
454
+ | 1.5385 | 85.3 | 4040 | 1.2280 | 0.3870 |
455
+ | 1.5817 | 85.51 | 4050 | 1.2536 | 0.4006 |
456
+ | 1.6688 | 85.72 | 4060 | 1.2332 | 0.3920 |
457
+ | 1.5877 | 85.93 | 4070 | 1.2711 | 0.4035 |
458
+ | 1.6923 | 86.14 | 4080 | 1.2298 | 0.3991 |
459
+ | 1.6674 | 86.34 | 4090 | 1.2764 | 0.3870 |
460
+ | 1.6775 | 86.55 | 4100 | 1.2341 | 0.3988 |
461
+ | 1.5968 | 86.76 | 4110 | 1.2597 | 0.3919 |
462
+ | 1.5414 | 86.97 | 4120 | 1.2361 | 0.3897 |
463
+ | 1.601 | 87.18 | 4130 | 1.2346 | 0.3936 |
464
+ | 1.6004 | 87.39 | 4140 | 1.2432 | 0.3886 |
465
+ | 1.6207 | 87.6 | 4150 | 1.2387 | 0.3908 |
466
+ | 1.5807 | 87.81 | 4160 | 1.2212 | 0.3964 |
467
+ | 1.4795 | 88.02 | 4170 | 1.2477 | 0.3879 |
468
+ | 1.5271 | 88.22 | 4180 | 1.2363 | 0.3921 |
469
+ | 1.7133 | 88.43 | 4190 | 1.2165 | 0.3902 |
470
+ | 1.5778 | 88.64 | 4200 | 1.2108 | 0.3904 |
471
+ | 1.6329 | 88.85 | 4210 | 1.2011 | 0.3833 |
472
+ | 1.6444 | 89.06 | 4220 | 1.2256 | 0.3862 |
473
+ | 1.6532 | 89.27 | 4230 | 1.2081 | 0.3906 |
474
+ | 1.5198 | 89.48 | 4240 | 1.2458 | 0.3865 |
475
+ | 1.5553 | 89.69 | 4250 | 1.2451 | 0.3838 |
476
+ | 1.5611 | 89.9 | 4260 | 1.2644 | 0.4006 |
477
+ | 1.772 | 90.1 | 4270 | 1.2215 | 0.3882 |
478
+ | 1.651 | 90.31 | 4280 | 1.2375 | 0.3978 |
479
+ | 1.5616 | 90.52 | 4290 | 1.2164 | 0.3950 |
480
+ | 1.4913 | 90.73 | 4300 | 1.2293 | 0.3825 |
481
+ | 1.5943 | 90.94 | 4310 | 1.2268 | 0.4034 |
482
+ | 1.5952 | 91.15 | 4320 | 1.2156 | 0.3718 |
483
+ | 1.5323 | 91.36 | 4330 | 1.2160 | 0.3842 |
484
+ | 1.5746 | 91.57 | 4340 | 1.1897 | 0.3932 |
485
+ | 1.6245 | 91.78 | 4350 | 1.2418 | 0.3716 |
486
+ | 1.4121 | 91.98 | 4360 | 1.2175 | 0.3867 |
487
+ | 1.617 | 92.19 | 4370 | 1.2144 | 0.3724 |
488
+ | 1.5558 | 92.4 | 4380 | 1.2141 | 0.3881 |
489
+ | 1.5476 | 92.61 | 4390 | 1.2522 | 0.3629 |
490
+ | 1.6044 | 92.82 | 4400 | 1.1805 | 0.3840 |
491
+ | 1.5567 | 93.03 | 4410 | 1.2252 | 0.3759 |
492
+ | 1.4929 | 93.24 | 4420 | 1.2138 | 0.3758 |
493
+ | 1.4924 | 93.45 | 4430 | 1.2213 | 0.3662 |
494
+ | 1.5507 | 93.66 | 4440 | 1.1944 | 0.3809 |
495
+ | 1.6101 | 93.86 | 4450 | 1.2129 | 0.3732 |
496
+ | 1.5369 | 94.07 | 4460 | 1.2048 | 0.3695 |
497
+ | 1.5078 | 94.28 | 4470 | 1.1886 | 0.3819 |
498
+ | 1.5268 | 94.49 | 4480 | 1.1856 | 0.3764 |
499
+ | 1.5014 | 94.7 | 4490 | 1.1921 | 0.3758 |
500
+ | 1.4861 | 94.91 | 4500 | 1.2139 | 0.3781 |
501
+ | 1.6246 | 95.12 | 4510 | 1.2001 | 0.3724 |
502
+ | 1.5346 | 95.33 | 4520 | 1.1770 | 0.3739 |
503
+ | 1.4827 | 95.54 | 4530 | 1.2047 | 0.3743 |
504
+ | 1.4291 | 95.74 | 4540 | 1.1966 | 0.3775 |
505
+ | 1.512 | 95.95 | 4550 | 1.1909 | 0.3854 |
506
+ | 1.5789 | 96.16 | 4560 | 1.1925 | 0.3707 |
507
+ | 1.4855 | 96.37 | 4570 | 1.2058 | 0.3922 |
508
+ | 1.4975 | 96.58 | 4580 | 1.2243 | 0.3729 |
509
+ | 1.5147 | 96.79 | 4590 | 1.1696 | 0.3852 |
510
+ | 1.4539 | 97.0 | 4600 | 1.1931 | 0.3758 |
511
+ | 1.4942 | 97.21 | 4610 | 1.1872 | 0.3767 |
512
+ | 1.4624 | 97.42 | 4620 | 1.2330 | 0.3645 |
513
+ | 1.6053 | 97.62 | 4630 | 1.1926 | 0.3776 |
514
+ | 1.5104 | 97.83 | 4640 | 1.2100 | 0.3753 |
515
+ | 1.5158 | 98.04 | 4650 | 1.1991 | 0.3735 |
516
+ | 1.3871 | 98.25 | 4660 | 1.2010 | 0.3732 |
517
+ | 1.3687 | 98.46 | 4670 | 1.1991 | 0.3771 |
518
+ | 1.5093 | 98.67 | 4680 | 1.2091 | 0.3650 |
519
+ | 1.4821 | 98.88 | 4690 | 1.1837 | 0.3870 |
520
+ | 1.5473 | 99.09 | 4700 | 1.1874 | 0.3698 |
521
+ | 1.4947 | 99.3 | 4710 | 1.1759 | 0.3799 |
522
+ | 1.4682 | 99.5 | 4720 | 1.1822 | 0.3664 |
523
+ | 1.4416 | 99.71 | 4730 | 1.1659 | 0.3744 |
524
+ | 1.3896 | 99.92 | 4740 | 1.2016 | 0.3631 |
525
+ | 1.5951 | 100.13 | 4750 | 1.1659 | 0.3778 |
526
+ | 1.5206 | 100.34 | 4760 | 1.1755 | 0.3678 |
527
+ | 1.4342 | 100.55 | 4770 | 1.1751 | 0.3685 |
528
+ | 1.4047 | 100.76 | 4780 | 1.1809 | 0.3679 |
529
+ | 1.3834 | 100.97 | 4790 | 1.1847 | 0.3743 |
530
+ | 1.5477 | 101.17 | 4800 | 1.1536 | 0.3689 |
531
+ | 1.4951 | 101.38 | 4810 | 1.1632 | 0.3741 |
532
+ | 1.4514 | 101.59 | 4820 | 1.1464 | 0.3695 |
533
+ | 1.4801 | 101.8 | 4830 | 1.1475 | 0.3689 |
534
+ | 1.3997 | 102.01 | 4840 | 1.1644 | 0.3656 |
535
+ | 1.4458 | 102.22 | 4850 | 1.1526 | 0.3595 |
536
+ | 1.4819 | 102.43 | 4860 | 1.1865 | 0.3702 |
537
+ | 1.4418 | 102.64 | 4870 | 1.1516 | 0.3719 |
538
+ | 1.4514 | 102.85 | 4880 | 1.1747 | 0.3632 |
539
+ | 1.5311 | 103.05 | 4890 | 1.1664 | 0.3664 |
540
+ | 1.3682 | 103.26 | 4900 | 1.1618 | 0.3611 |
541
+ | 1.5057 | 103.47 | 4910 | 1.1714 | 0.3608 |
542
+ | 1.3003 | 103.68 | 4920 | 1.1765 | 0.3605 |
543
+ | 1.5739 | 103.89 | 4930 | 1.1534 | 0.3602 |
544
+ | 1.529 | 104.1 | 4940 | 1.1419 | 0.3654 |
545
+ | 1.4424 | 104.31 | 4950 | 1.1556 | 0.3601 |
546
+ | 1.3532 | 104.52 | 4960 | 1.1333 | 0.3630 |
547
+ | 1.4432 | 104.73 | 4970 | 1.1224 | 0.3654 |
548
+ | 1.4074 | 104.93 | 4980 | 1.1282 | 0.3664 |
549
+ | 1.5869 | 105.14 | 4990 | 1.1368 | 0.3572 |
550
+ | 1.4754 | 105.35 | 5000 | 1.1492 | 0.3595 |
551
+ | 1.3604 | 105.56 | 5010 | 1.1286 | 0.3624 |
552
+ | 1.4124 | 105.77 | 5020 | 1.1695 | 0.3546 |
553
+ | 1.3358 | 105.98 | 5030 | 1.1483 | 0.3557 |
554
+ | 1.4473 | 106.19 | 5040 | 1.1812 | 0.3660 |
555
+ | 1.4392 | 106.4 | 5050 | 1.1590 | 0.3550 |
556
+ | 1.454 | 106.61 | 5060 | 1.1703 | 0.3604 |
557
+ | 1.4683 | 106.81 | 5070 | 1.1701 | 0.3586 |
558
+ | 1.3507 | 107.02 | 5080 | 1.1536 | 0.3577 |
559
+ | 1.3238 | 107.23 | 5090 | 1.1620 | 0.3612 |
560
+ | 1.4172 | 107.44 | 5100 | 1.1661 | 0.3582 |
561
+ | 1.4873 | 107.65 | 5110 | 1.1499 | 0.3664 |
562
+ | 1.3591 | 107.86 | 5120 | 1.1468 | 0.3665 |
563
+ | 1.4472 | 108.07 | 5130 | 1.1322 | 0.3634 |
564
+ | 1.4214 | 108.28 | 5140 | 1.1366 | 0.3610 |
565
+ | 1.3435 | 108.49 | 5150 | 1.1591 | 0.3496 |
566
+ | 1.3251 | 108.69 | 5160 | 1.1409 | 0.3602 |
567
+ | 1.377 | 108.9 | 5170 | 1.1320 | 0.3575 |
568
+ | 1.5268 | 109.11 | 5180 | 1.1490 | 0.3591 |
569
+ | 1.4855 | 109.32 | 5190 | 1.1261 | 0.3591 |
570
+ | 1.5152 | 109.53 | 5200 | 1.1204 | 0.3610 |
571
+ | 1.3271 | 109.74 | 5210 | 1.1515 | 0.3606 |
572
+ | 1.2757 | 109.95 | 5220 | 1.1352 | 0.3537 |
573
+ | 1.4289 | 110.16 | 5230 | 1.1531 | 0.3541 |
574
+ | 1.4511 | 110.37 | 5240 | 1.1342 | 0.3646 |
575
+ | 1.4047 | 110.57 | 5250 | 1.1512 | 0.3511 |
576
+ | 1.3946 | 110.78 | 5260 | 1.1474 | 0.3544 |
577
+ | 1.3421 | 110.99 | 5270 | 1.1488 | 0.3525 |
578
+ | 1.4407 | 111.2 | 5280 | 1.1447 | 0.3577 |
579
+ | 1.4159 | 111.41 | 5290 | 1.1242 | 0.3604 |
580
+ | 1.4375 | 111.62 | 5300 | 1.1435 | 0.3493 |
581
+ | 1.4076 | 111.83 | 5310 | 1.1577 | 0.3605 |
582
+ | 1.4323 | 112.04 | 5320 | 1.1622 | 0.3555 |
583
+ | 1.3779 | 112.25 | 5330 | 1.1529 | 0.3593 |
584
+ | 1.3748 | 112.45 | 5340 | 1.1323 | 0.3522 |
585
+ | 1.3774 | 112.66 | 5350 | 1.1836 | 0.3551 |
586
+ | 1.3779 | 112.87 | 5360 | 1.1396 | 0.3480 |
587
+ | 1.4513 | 113.08 | 5370 | 1.1492 | 0.3503 |
588
+ | 1.3683 | 113.29 | 5380 | 1.1405 | 0.3612 |
589
+ | 1.4218 | 113.5 | 5390 | 1.1406 | 0.3572 |
590
+ | 1.3649 | 113.71 | 5400 | 1.1419 | 0.3601 |
591
+ | 1.3168 | 113.92 | 5410 | 1.1847 | 0.3451 |
592
+ | 1.5571 | 114.13 | 5420 | 1.1414 | 0.3627 |
593
+ | 1.333 | 114.33 | 5430 | 1.1590 | 0.3555 |
594
+ | 1.4422 | 114.54 | 5440 | 1.1469 | 0.3635 |
595
+ | 1.3189 | 114.75 | 5450 | 1.1560 | 0.3549 |
596
+ | 1.2648 | 114.96 | 5460 | 1.1823 | 0.3492 |
597
+ | 1.3955 | 115.17 | 5470 | 1.1619 | 0.3504 |
598
+ | 1.4321 | 115.38 | 5480 | 1.1527 | 0.3545 |
599
+ | 1.4214 | 115.59 | 5490 | 1.1794 | 0.3538 |
600
+ | 1.3169 | 115.8 | 5500 | 1.1645 | 0.3581 |
601
+ | 1.2403 | 116.01 | 5510 | 1.1580 | 0.3609 |
602
+ | 1.317 | 116.21 | 5520 | 1.1788 | 0.3486 |
603
+ | 1.4233 | 116.42 | 5530 | 1.1634 | 0.3545 |
604
+ | 1.41 | 116.63 | 5540 | 1.1782 | 0.3585 |
605
+ | 1.3733 | 116.84 | 5550 | 1.1687 | 0.3574 |
606
+ | 1.4521 | 117.05 | 5560 | 1.1700 | 0.3543 |
607
+ | 1.2781 | 117.26 | 5570 | 1.1415 | 0.3586 |
608
+ | 1.3546 | 117.47 | 5580 | 1.1500 | 0.3523 |
609
+ | 1.3342 | 117.68 | 5590 | 1.1615 | 0.3581 |
610
+ | 1.327 | 117.89 | 5600 | 1.1757 | 0.3464 |
611
+ | 1.5455 | 118.09 | 5610 | 1.1457 | 0.3550 |
612
+ | 1.4221 | 118.3 | 5620 | 1.1527 | 0.3504 |
613
+ | 1.2865 | 118.51 | 5630 | 1.1604 | 0.3503 |
614
+ | 1.3632 | 118.72 | 5640 | 1.1460 | 0.3586 |
615
+ | 1.3525 | 118.93 | 5650 | 1.1688 | 0.3441 |
616
+ | 1.4313 | 119.14 | 5660 | 1.1472 | 0.3624 |
617
+ | 1.4314 | 119.35 | 5670 | 1.1608 | 0.3525 |
618
+ | 1.3475 | 119.56 | 5680 | 1.1452 | 0.3515 |
619
+ | 1.3789 | 119.77 | 5690 | 1.1543 | 0.3529 |
620
+ | 1.2766 | 119.97 | 5700 | 1.1451 | 0.3478 |
621
+ | 1.3496 | 120.18 | 5710 | 1.1613 | 0.3490 |
622
+ | 1.4276 | 120.39 | 5720 | 1.1465 | 0.3535 |
623
+ | 1.3332 | 120.6 | 5730 | 1.1522 | 0.3464 |
624
+ | 1.2407 | 120.81 | 5740 | 1.1373 | 0.3580 |
625
+ | 1.2021 | 121.02 | 5750 | 1.1501 | 0.3473 |
626
+ | 1.263 | 121.23 | 5760 | 1.1870 | 0.3476 |
627
+ | 1.3388 | 121.44 | 5770 | 1.1566 | 0.3634 |
628
+ | 1.358 | 121.64 | 5780 | 1.1786 | 0.3403 |
629
+ | 1.3974 | 121.85 | 5790 | 1.1382 | 0.3530 |
630
+ | 1.3758 | 122.06 | 5800 | 1.1465 | 0.3481 |
631
+ | 1.3443 | 122.27 | 5810 | 1.1636 | 0.3448 |
632
+ | 1.3573 | 122.48 | 5820 | 1.1459 | 0.3614 |
633
+ | 1.2749 | 122.69 | 5830 | 1.1824 | 0.3494 |
634
+ | 1.4032 | 122.9 | 5840 | 1.1409 | 0.3594 |
635
+ | 1.4111 | 123.11 | 5850 | 1.1737 | 0.3422 |
636
+ | 1.337 | 123.32 | 5860 | 1.1697 | 0.3464 |
637
+ | 1.3208 | 123.52 | 5870 | 1.1349 | 0.3550 |
638
+ | 1.2473 | 123.73 | 5880 | 1.1489 | 0.3463 |
639
+ | 1.2251 | 123.94 | 5890 | 1.1698 | 0.3493 |
640
+ | 1.3537 | 124.15 | 5900 | 1.1548 | 0.3413 |
641
+ | 1.3446 | 124.36 | 5910 | 1.1596 | 0.3489 |
642
+ | 1.3056 | 124.57 | 5920 | 1.1681 | 0.3435 |
643
+ | 1.4025 | 124.78 | 5930 | 1.1506 | 0.3476 |
644
+ | 1.2026 | 124.99 | 5940 | 1.1511 | 0.3564 |
645
+ | 1.3691 | 125.2 | 5950 | 1.1688 | 0.3429 |
646
+ | 1.3249 | 125.4 | 5960 | 1.1519 | 0.3473 |
647
+ | 1.3287 | 125.61 | 5970 | 1.1551 | 0.3512 |
648
+ | 1.4212 | 125.82 | 5980 | 1.1783 | 0.3444 |
649
+ | 1.3049 | 126.03 | 5990 | 1.1634 | 0.3448 |
650
+ | 1.2078 | 126.24 | 6000 | 1.1685 | 0.3499 |
651
+ | 1.2756 | 126.45 | 6010 | 1.1800 | 0.3439 |
652
+ | 1.3552 | 126.66 | 6020 | 1.1778 | 0.3455 |
653
+ | 1.3511 | 126.87 | 6030 | 1.1773 | 0.3451 |
654
+ | 1.3862 | 127.08 | 6040 | 1.1804 | 0.3447 |
655
+ | 1.3098 | 127.28 | 6050 | 1.1743 | 0.3467 |
656
+ | 1.1648 | 127.49 | 6060 | 1.1745 | 0.3561 |
657
+ | 1.3247 | 127.7 | 6070 | 1.1849 | 0.3417 |
658
+ | 1.278 | 127.91 | 6080 | 1.1606 | 0.3534 |
659
+ | 1.4701 | 128.12 | 6090 | 1.1592 | 0.3520 |
660
+ | 1.3786 | 128.33 | 6100 | 1.1578 | 0.3562 |
661
+ | 1.3105 | 128.54 | 6110 | 1.1659 | 0.3527 |
662
+ | 1.2458 | 128.75 | 6120 | 1.1688 | 0.3454 |
663
+ | 1.2671 | 128.96 | 6130 | 1.1543 | 0.3485 |
664
+ | 1.3237 | 129.16 | 6140 | 1.1631 | 0.3502 |
665
+ | 1.3238 | 129.37 | 6150 | 1.1601 | 0.3515 |
666
+ | 1.3342 | 129.58 | 6160 | 1.1589 | 0.3471 |
667
+ | 1.3045 | 129.79 | 6170 | 1.1659 | 0.3471 |
668
+ | 1.19 | 130.0 | 6180 | 1.1576 | 0.3563 |
669
+ | 1.3252 | 130.21 | 6190 | 1.1684 | 0.3426 |
670
+ | 1.3549 | 130.42 | 6200 | 1.1480 | 0.3532 |
671
+ | 1.3333 | 130.63 | 6210 | 1.1536 | 0.3425 |
672
+ | 1.3007 | 130.84 | 6220 | 1.1585 | 0.3440 |
673
+ | 1.211 | 131.04 | 6230 | 1.1531 | 0.3507 |
674
+ | 1.2597 | 131.25 | 6240 | 1.1556 | 0.3443 |
675
+ | 1.2354 | 131.46 | 6250 | 1.1557 | 0.3445 |
676
+ | 1.3286 | 131.67 | 6260 | 1.1497 | 0.3518 |
677
+ | 1.249 | 131.88 | 6270 | 1.1553 | 0.3437 |
678
+ | 1.4183 | 132.09 | 6280 | 1.1492 | 0.3455 |
679
+ | 1.2904 | 132.3 | 6290 | 1.1508 | 0.3467 |
680
+ | 1.3071 | 132.51 | 6300 | 1.1730 | 0.3431 |
681
+ | 1.3099 | 132.72 | 6310 | 1.1632 | 0.3474 |
682
+ | 1.2836 | 132.92 | 6320 | 1.1578 | 0.3519 |
683
+ | 1.335 | 133.13 | 6330 | 1.1553 | 0.3467 |
684
+ | 1.3537 | 133.34 | 6340 | 1.1517 | 0.3476 |
685
+ | 1.279 | 133.55 | 6350 | 1.1549 | 0.3519 |
686
+ | 1.2613 | 133.76 | 6360 | 1.1686 | 0.3442 |
687
+ | 1.2238 | 133.97 | 6370 | 1.1649 | 0.3442 |
688
+ | 1.2619 | 134.18 | 6380 | 1.1557 | 0.3445 |
689
+ | 1.297 | 134.39 | 6390 | 1.1545 | 0.3464 |
690
+ | 1.3677 | 134.6 | 6400 | 1.1534 | 0.3491 |
691
+ | 1.3204 | 134.8 | 6410 | 1.1566 | 0.3469 |
692
+ | 1.2109 | 135.01 | 6420 | 1.1633 | 0.3440 |
693
+ | 1.3659 | 135.22 | 6430 | 1.1597 | 0.3447 |
694
+ | 1.3441 | 135.43 | 6440 | 1.1706 | 0.3425 |
695
+ | 1.2739 | 135.64 | 6450 | 1.1636 | 0.3468 |
696
+ | 1.3233 | 135.85 | 6460 | 1.1673 | 0.3453 |
697
+ | 1.3513 | 136.06 | 6470 | 1.1678 | 0.3441 |
698
+ | 1.2477 | 136.27 | 6480 | 1.1617 | 0.3475 |
699
+ | 1.3012 | 136.48 | 6490 | 1.1576 | 0.3483 |
700
+ | 1.2526 | 136.68 | 6500 | 1.1536 | 0.3464 |
701
+ | 1.2575 | 136.89 | 6510 | 1.1435 | 0.3445 |
702
+ | 1.341 | 137.1 | 6520 | 1.1502 | 0.3405 |
703
+ | 1.2421 | 137.31 | 6530 | 1.1612 | 0.3388 |
704
+ | 1.2376 | 137.52 | 6540 | 1.1621 | 0.3403 |
705
+ | 1.3141 | 137.73 | 6550 | 1.1609 | 0.3415 |
706
+ | 1.2021 | 137.94 | 6560 | 1.1611 | 0.3449 |
707
+ | 1.342 | 138.15 | 6570 | 1.1629 | 0.3407 |
708
+ | 1.2852 | 138.36 | 6580 | 1.1587 | 0.3446 |
709
+ | 1.2751 | 138.56 | 6590 | 1.1596 | 0.3415 |
710
+ | 1.2798 | 138.77 | 6600 | 1.1621 | 0.3439 |
711
+ | 1.1602 | 138.98 | 6610 | 1.1634 | 0.3459 |
712
+ | 1.3564 | 139.19 | 6620 | 1.1635 | 0.3500 |
713
+ | 1.2825 | 139.4 | 6630 | 1.1699 | 0.3486 |
714
+ | 1.3285 | 139.61 | 6640 | 1.1727 | 0.3391 |
715
+ | 1.3676 | 139.82 | 6650 | 1.1620 | 0.3398 |
716
+ | 1.2281 | 140.03 | 6660 | 1.1549 | 0.3434 |
717
+ | 1.2512 | 140.23 | 6670 | 1.1612 | 0.3391 |
718
+ | 1.2743 | 140.44 | 6680 | 1.1560 | 0.3422 |
719
+ | 1.282 | 140.65 | 6690 | 1.1629 | 0.3417 |
720
+ | 1.2684 | 140.86 | 6700 | 1.1649 | 0.3427 |
721
+ | 1.3325 | 141.07 | 6710 | 1.1673 | 0.3444 |
722
+ | 1.2848 | 141.28 | 6720 | 1.1725 | 0.3431 |
723
+ | 1.2706 | 141.49 | 6730 | 1.1706 | 0.3421 |
724
+ | 1.2582 | 141.7 | 6740 | 1.1664 | 0.3435 |
725
+ | 1.1943 | 141.91 | 6750 | 1.1597 | 0.3446 |
726
+ | 1.4654 | 142.11 | 6760 | 1.1582 | 0.3439 |
727
+ | 1.2987 | 142.32 | 6770 | 1.1567 | 0.3444 |
728
+ | 1.2465 | 142.53 | 6780 | 1.1522 | 0.3432 |
729
+ | 1.2796 | 142.74 | 6790 | 1.1525 | 0.3429 |
730
+ | 1.2104 | 142.95 | 6800 | 1.1567 | 0.3425 |
731
+ | 1.2676 | 143.16 | 6810 | 1.1584 | 0.3419 |
732
+ | 1.2336 | 143.37 | 6820 | 1.1577 | 0.3417 |
733
+ | 1.2657 | 143.58 | 6830 | 1.1565 | 0.3394 |
734
+ | 1.3059 | 143.79 | 6840 | 1.1538 | 0.3407 |
735
+ | 1.2497 | 143.99 | 6850 | 1.1536 | 0.3415 |
736
+ | 1.2623 | 144.2 | 6860 | 1.1520 | 0.3411 |
737
+ | 1.2759 | 144.41 | 6870 | 1.1524 | 0.3412 |
738
+ | 1.3928 | 144.62 | 6880 | 1.1518 | 0.3412 |
739
+ | 1.2957 | 144.83 | 6890 | 1.1517 | 0.3421 |
740
+ | 1.2643 | 145.04 | 6900 | 1.1528 | 0.3429 |
741
+ | 1.2441 | 145.25 | 6910 | 1.1545 | 0.3420 |
742
+ | 1.2438 | 145.46 | 6920 | 1.1556 | 0.3423 |
743
+ | 1.4053 | 145.67 | 6930 | 1.1556 | 0.3424 |
744
+ | 1.2755 | 145.87 | 6940 | 1.1568 | 0.3419 |
745
+ | 1.385 | 146.08 | 6950 | 1.1573 | 0.3403 |
746
+ | 1.2446 | 146.29 | 6960 | 1.1579 | 0.3404 |
747
+ | 1.2898 | 146.5 | 6970 | 1.1576 | 0.3412 |
748
+ | 1.1895 | 146.71 | 6980 | 1.1563 | 0.3412 |
749
+ | 1.132 | 146.92 | 6990 | 1.1563 | 0.3418 |
750
+ | 1.4283 | 147.13 | 7000 | 1.1556 | 0.3419 |
751
+ | 1.3353 | 147.34 | 7010 | 1.1546 | 0.3420 |
752
+ | 1.3476 | 147.55 | 7020 | 1.1535 | 0.3415 |
753
+ | 1.1579 | 147.75 | 7030 | 1.1532 | 0.3413 |
754
+ | 1.2051 | 147.96 | 7040 | 1.1531 | 0.3416 |
755
+ | 1.2349 | 148.17 | 7050 | 1.1531 | 0.3415 |
756
 
757
 
758
  ### Framework versions