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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_task7_organization

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Training in progress, step 500

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  1. README.md +268 -524
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0136
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- - Qwk: 0.1243
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- - Mse: 1.0136
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- - Rmse: 1.0068
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  ## Model description
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@@ -47,524 +47,268 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0328 | 2 | 2.6801 | -0.0407 | 2.6801 | 1.6371 |
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- | No log | 0.0656 | 4 | 1.3112 | 0.0209 | 1.3112 | 1.1451 |
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- | No log | 0.0984 | 6 | 1.1004 | -0.1355 | 1.1004 | 1.0490 |
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- | No log | 0.1311 | 8 | 1.1402 | -0.1802 | 1.1402 | 1.0678 |
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- | No log | 0.1639 | 10 | 1.2078 | -0.2731 | 1.2078 | 1.0990 |
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- | No log | 0.1967 | 12 | 1.0166 | -0.0354 | 1.0166 | 1.0083 |
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- | No log | 0.2295 | 14 | 0.8652 | 0.0 | 0.8652 | 0.9302 |
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- | No log | 0.2623 | 16 | 0.8354 | 0.0 | 0.8354 | 0.9140 |
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- | No log | 0.2951 | 18 | 0.8723 | 0.0481 | 0.8723 | 0.9340 |
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- | No log | 0.3279 | 20 | 0.9571 | 0.0547 | 0.9571 | 0.9783 |
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- | No log | 0.3607 | 22 | 0.8207 | 0.1365 | 0.8207 | 0.9059 |
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- | No log | 0.3934 | 24 | 0.9035 | -0.0426 | 0.9035 | 0.9505 |
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- | No log | 0.4262 | 26 | 1.0971 | -0.1208 | 1.0971 | 1.0474 |
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- | No log | 0.4590 | 28 | 1.1501 | -0.2100 | 1.1501 | 1.0724 |
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- | No log | 0.4918 | 30 | 1.1115 | -0.1326 | 1.1115 | 1.0543 |
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- | No log | 0.5246 | 32 | 0.9236 | 0.0866 | 0.9236 | 0.9611 |
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- | No log | 0.5574 | 34 | 0.8535 | 0.1580 | 0.8535 | 0.9239 |
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- | No log | 0.5902 | 36 | 0.8153 | 0.1903 | 0.8153 | 0.9029 |
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- | No log | 0.6230 | 38 | 0.8103 | 0.0 | 0.8103 | 0.9001 |
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- | No log | 0.6557 | 40 | 0.8691 | 0.0123 | 0.8691 | 0.9322 |
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- | No log | 0.6885 | 42 | 1.0524 | 0.1292 | 1.0524 | 1.0259 |
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- | No log | 0.7213 | 44 | 1.2936 | 0.0745 | 1.2936 | 1.1374 |
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- | No log | 0.7541 | 46 | 1.2835 | 0.0741 | 1.2835 | 1.1329 |
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- | No log | 0.7869 | 48 | 1.0303 | 0.0970 | 1.0303 | 1.0150 |
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- | No log | 0.8197 | 50 | 0.8629 | -0.0831 | 0.8629 | 0.9289 |
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- | No log | 0.8525 | 52 | 0.8722 | -0.0831 | 0.8722 | 0.9339 |
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- | No log | 0.8852 | 54 | 0.9516 | -0.1163 | 0.9516 | 0.9755 |
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- | No log | 0.9180 | 56 | 0.9367 | -0.1217 | 0.9367 | 0.9678 |
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- | No log | 0.9508 | 58 | 0.9208 | -0.1217 | 0.9208 | 0.9596 |
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- | No log | 0.9836 | 60 | 0.9904 | -0.0622 | 0.9904 | 0.9952 |
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- | No log | 1.0164 | 62 | 1.1788 | 0.1521 | 1.1788 | 1.0857 |
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- | No log | 1.0492 | 64 | 1.2394 | 0.0995 | 1.2394 | 1.1133 |
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- | No log | 1.0820 | 66 | 1.1744 | 0.0715 | 1.1744 | 1.0837 |
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- | No log | 1.1148 | 68 | 1.0245 | -0.0123 | 1.0245 | 1.0122 |
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- | No log | 1.1475 | 70 | 0.9634 | 0.0101 | 0.9634 | 0.9815 |
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- | No log | 1.1803 | 72 | 0.9642 | -0.0354 | 0.9642 | 0.9819 |
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- | No log | 1.2131 | 74 | 0.9500 | -0.0831 | 0.9500 | 0.9747 |
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- | No log | 1.2459 | 76 | 0.9437 | -0.0831 | 0.9437 | 0.9714 |
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- | No log | 1.2787 | 78 | 0.9611 | -0.0320 | 0.9611 | 0.9804 |
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- | No log | 1.3115 | 80 | 1.0182 | -0.1304 | 1.0182 | 1.0090 |
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- | No log | 1.3443 | 82 | 1.0534 | -0.1208 | 1.0534 | 1.0263 |
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- | No log | 1.3770 | 84 | 0.9050 | -0.0426 | 0.9050 | 0.9513 |
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- | No log | 1.4098 | 86 | 0.8247 | 0.0 | 0.8247 | 0.9081 |
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- | No log | 1.4426 | 88 | 0.8267 | 0.0 | 0.8267 | 0.9092 |
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- | No log | 1.4754 | 90 | 0.8876 | 0.0495 | 0.8876 | 0.9421 |
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- | No log | 1.5082 | 92 | 1.2075 | -0.0377 | 1.2075 | 1.0989 |
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- | No log | 1.5410 | 94 | 1.5891 | -0.0728 | 1.5891 | 1.2606 |
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- | No log | 1.5738 | 96 | 1.4873 | -0.0383 | 1.4873 | 1.2195 |
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- | No log | 1.6066 | 98 | 1.1093 | 0.0666 | 1.1093 | 1.0533 |
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- | No log | 1.6393 | 100 | 0.8238 | 0.0 | 0.8238 | 0.9076 |
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- | No log | 1.6721 | 102 | 0.7836 | 0.0 | 0.7836 | 0.8852 |
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- | No log | 1.7049 | 104 | 0.7919 | 0.0 | 0.7919 | 0.8899 |
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- | No log | 1.7377 | 106 | 0.8691 | 0.0495 | 0.8691 | 0.9323 |
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- | No log | 1.7705 | 108 | 0.9346 | 0.1724 | 0.9346 | 0.9668 |
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- | No log | 1.8033 | 110 | 0.8813 | 0.1352 | 0.8813 | 0.9388 |
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- | No log | 1.8361 | 112 | 0.8199 | 0.0495 | 0.8199 | 0.9055 |
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- | No log | 1.8689 | 114 | 0.8764 | 0.0947 | 0.8764 | 0.9362 |
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- | No log | 1.9016 | 116 | 0.8541 | 0.1315 | 0.8541 | 0.9242 |
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- | No log | 1.9344 | 118 | 0.8165 | 0.1646 | 0.8165 | 0.9036 |
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- | No log | 1.9672 | 120 | 0.8040 | 0.1094 | 0.8040 | 0.8967 |
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- | No log | 2.0 | 122 | 0.8170 | 0.2206 | 0.8170 | 0.9039 |
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- | No log | 2.0328 | 124 | 0.8015 | 0.1187 | 0.8015 | 0.8953 |
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- | No log | 2.0656 | 126 | 0.8227 | 0.1674 | 0.8227 | 0.9070 |
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- | No log | 2.0984 | 128 | 0.8714 | 0.1094 | 0.8714 | 0.9335 |
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- | No log | 2.1311 | 130 | 0.9212 | 0.1923 | 0.9212 | 0.9598 |
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- | No log | 2.1639 | 132 | 1.0878 | -0.0890 | 1.0878 | 1.0430 |
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- | No log | 2.1967 | 134 | 1.1691 | 0.0433 | 1.1691 | 1.0813 |
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- | No log | 2.2295 | 136 | 1.0429 | -0.0670 | 1.0429 | 1.0212 |
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- | No log | 2.2623 | 138 | 0.9672 | 0.0145 | 0.9672 | 0.9835 |
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- | No log | 2.2951 | 140 | 0.8618 | 0.1184 | 0.8618 | 0.9283 |
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- | No log | 2.3279 | 142 | 0.8684 | 0.1138 | 0.8684 | 0.9319 |
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- | No log | 2.3607 | 144 | 0.8865 | 0.1138 | 0.8865 | 0.9415 |
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- | No log | 2.3934 | 146 | 0.9333 | 0.0408 | 0.9333 | 0.9661 |
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- | No log | 2.4262 | 148 | 1.0212 | -0.0186 | 1.0212 | 1.0106 |
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- | No log | 2.4590 | 150 | 1.1513 | 0.0282 | 1.1513 | 1.0730 |
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- | No log | 2.4918 | 152 | 1.1435 | 0.0604 | 1.1435 | 1.0694 |
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- | No log | 2.5246 | 154 | 1.0931 | 0.0494 | 1.0931 | 1.0455 |
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- | No log | 2.5574 | 156 | 1.0642 | 0.0121 | 1.0642 | 1.0316 |
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- | No log | 2.5902 | 158 | 0.9933 | 0.0 | 0.9933 | 0.9967 |
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- | No log | 2.6230 | 160 | 0.9775 | 0.1128 | 0.9775 | 0.9887 |
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- | No log | 2.6557 | 162 | 0.9717 | 0.1814 | 0.9717 | 0.9858 |
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- | No log | 2.6885 | 164 | 1.0162 | 0.1520 | 1.0162 | 1.0080 |
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- | No log | 2.7213 | 166 | 0.9874 | 0.1553 | 0.9874 | 0.9937 |
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- | No log | 2.7541 | 168 | 0.9719 | 0.0886 | 0.9719 | 0.9859 |
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- | No log | 2.7869 | 170 | 0.9045 | 0.1179 | 0.9045 | 0.9511 |
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- | No log | 2.8197 | 172 | 0.9345 | 0.0966 | 0.9345 | 0.9667 |
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- | No log | 2.8525 | 174 | 0.9801 | 0.0627 | 0.9801 | 0.9900 |
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- | No log | 2.8852 | 176 | 0.9724 | 0.0255 | 0.9724 | 0.9861 |
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- | No log | 2.9180 | 178 | 0.9832 | 0.0741 | 0.9832 | 0.9916 |
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- | No log | 2.9508 | 180 | 1.0659 | 0.1185 | 1.0659 | 1.0324 |
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- | No log | 2.9836 | 182 | 1.1159 | 0.0935 | 1.1159 | 1.0564 |
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- | No log | 3.0164 | 184 | 1.2146 | 0.0718 | 1.2146 | 1.1021 |
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- | No log | 3.0492 | 186 | 1.2816 | -0.0412 | 1.2816 | 1.1321 |
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- | No log | 3.0820 | 188 | 1.1566 | 0.0431 | 1.1566 | 1.0754 |
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- | No log | 3.1148 | 190 | 0.9625 | 0.0802 | 0.9625 | 0.9811 |
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- | No log | 3.1475 | 192 | 0.9114 | 0.0627 | 0.9114 | 0.9547 |
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- | No log | 3.1803 | 194 | 0.9028 | 0.0330 | 0.9028 | 0.9502 |
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- | No log | 3.2131 | 196 | 0.9326 | 0.1569 | 0.9326 | 0.9657 |
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- | No log | 3.2459 | 198 | 0.9872 | 0.0852 | 0.9872 | 0.9936 |
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- | No log | 3.2787 | 200 | 1.1086 | 0.0107 | 1.1086 | 1.0529 |
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- | No log | 3.3115 | 202 | 1.2152 | -0.0119 | 1.2152 | 1.1023 |
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- | No log | 3.3443 | 204 | 1.1328 | 0.0300 | 1.1328 | 1.0643 |
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- | No log | 3.3770 | 206 | 0.9771 | 0.0295 | 0.9771 | 0.9885 |
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- | No log | 3.4098 | 208 | 0.9433 | 0.0262 | 0.9433 | 0.9712 |
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- | No log | 3.4426 | 210 | 0.9047 | 0.0283 | 0.9047 | 0.9511 |
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- | No log | 3.4754 | 212 | 0.9162 | 0.0713 | 0.9162 | 0.9572 |
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- | No log | 3.5082 | 214 | 0.9481 | 0.1475 | 0.9481 | 0.9737 |
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- | No log | 3.5410 | 216 | 1.0111 | 0.1206 | 1.0111 | 1.0055 |
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- | No log | 3.5738 | 218 | 0.9858 | 0.1475 | 0.9858 | 0.9929 |
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- | No log | 3.6066 | 220 | 0.9297 | 0.2001 | 0.9297 | 0.9642 |
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- | No log | 3.6393 | 222 | 0.9724 | 0.1683 | 0.9724 | 0.9861 |
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- | No log | 3.6721 | 224 | 1.0244 | 0.1158 | 1.0244 | 1.0121 |
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- | No log | 3.7049 | 226 | 1.1594 | 0.0957 | 1.1594 | 1.0767 |
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- | No log | 3.7377 | 228 | 1.1829 | 0.0967 | 1.1829 | 1.0876 |
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- | No log | 3.7705 | 230 | 1.0075 | 0.2091 | 1.0075 | 1.0037 |
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- | No log | 3.8033 | 232 | 0.8609 | 0.1782 | 0.8609 | 0.9278 |
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- | No log | 3.8361 | 234 | 0.8358 | 0.1460 | 0.8358 | 0.9142 |
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- | No log | 3.8689 | 236 | 0.8808 | 0.2152 | 0.8808 | 0.9385 |
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- | No log | 3.9016 | 238 | 0.8362 | 0.1941 | 0.8362 | 0.9144 |
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- | No log | 3.9344 | 240 | 0.8912 | 0.1240 | 0.8912 | 0.9440 |
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- | No log | 3.9672 | 242 | 0.9009 | 0.1700 | 0.9009 | 0.9492 |
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- | No log | 4.0 | 244 | 0.8144 | 0.1287 | 0.8144 | 0.9024 |
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- | No log | 4.0328 | 246 | 0.7978 | 0.0757 | 0.7978 | 0.8932 |
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- | No log | 4.0656 | 248 | 0.7718 | 0.2085 | 0.7718 | 0.8785 |
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- | No log | 4.0984 | 250 | 0.7644 | 0.1953 | 0.7644 | 0.8743 |
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- | No log | 4.1311 | 252 | 0.8532 | 0.1775 | 0.8532 | 0.9237 |
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- | No log | 4.1639 | 254 | 0.9206 | 0.2373 | 0.9206 | 0.9595 |
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- | No log | 4.1967 | 256 | 0.8539 | 0.1672 | 0.8539 | 0.9241 |
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- | No log | 4.2295 | 258 | 0.7774 | 0.2287 | 0.7774 | 0.8817 |
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- | No log | 4.2623 | 260 | 0.8474 | 0.2248 | 0.8474 | 0.9205 |
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- | No log | 4.2951 | 262 | 0.9291 | 0.2601 | 0.9291 | 0.9639 |
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- | No log | 4.3279 | 264 | 1.0930 | 0.2256 | 1.0930 | 1.0455 |
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- | No log | 4.3607 | 266 | 0.9844 | 0.1792 | 0.9844 | 0.9922 |
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- | No log | 4.3934 | 268 | 0.8288 | 0.2652 | 0.8288 | 0.9104 |
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- | No log | 4.4262 | 270 | 0.8108 | 0.0973 | 0.8108 | 0.9005 |
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- | No log | 4.4590 | 272 | 0.8725 | 0.0734 | 0.8725 | 0.9341 |
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- | No log | 4.4918 | 274 | 0.8888 | 0.0407 | 0.8888 | 0.9428 |
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- | No log | 4.5246 | 276 | 0.8217 | 0.0318 | 0.8217 | 0.9065 |
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- | No log | 4.5574 | 278 | 0.8194 | -0.0049 | 0.8194 | 0.9052 |
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- | No log | 4.5902 | 280 | 0.8474 | 0.1221 | 0.8474 | 0.9206 |
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- | No log | 4.6230 | 282 | 0.8385 | -0.0049 | 0.8385 | 0.9157 |
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- | No log | 4.6557 | 284 | 0.8299 | 0.0971 | 0.8299 | 0.9110 |
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- | No log | 4.6885 | 286 | 0.8600 | 0.1367 | 0.8600 | 0.9274 |
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- | No log | 4.7213 | 288 | 0.9683 | 0.2339 | 0.9683 | 0.9840 |
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- | No log | 4.7541 | 290 | 1.1940 | 0.0390 | 1.1940 | 1.0927 |
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- | No log | 4.7869 | 292 | 1.1757 | 0.0609 | 1.1757 | 1.0843 |
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- | No log | 4.8197 | 294 | 1.0034 | 0.1561 | 1.0034 | 1.0017 |
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- | No log | 4.8525 | 296 | 0.9558 | 0.1171 | 0.9558 | 0.9776 |
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- | No log | 4.8852 | 298 | 0.9235 | 0.1281 | 0.9235 | 0.9610 |
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- | No log | 4.9180 | 300 | 0.9648 | 0.1407 | 0.9648 | 0.9823 |
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- | No log | 4.9508 | 302 | 1.1495 | 0.0107 | 1.1495 | 1.0721 |
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- | No log | 4.9836 | 304 | 1.1304 | 0.0696 | 1.1304 | 1.0632 |
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- | No log | 5.0164 | 306 | 0.9565 | 0.1605 | 0.9565 | 0.9780 |
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- | No log | 5.0492 | 308 | 0.7951 | 0.1529 | 0.7951 | 0.8917 |
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- | No log | 5.0820 | 310 | 0.7688 | 0.1050 | 0.7688 | 0.8768 |
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- | No log | 5.1148 | 312 | 0.7958 | 0.1529 | 0.7958 | 0.8921 |
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- | No log | 5.1475 | 314 | 0.8261 | 0.1870 | 0.8261 | 0.9089 |
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- | No log | 5.1803 | 316 | 0.8458 | 0.2150 | 0.8458 | 0.9197 |
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- | No log | 5.2131 | 318 | 0.9184 | 0.2525 | 0.9184 | 0.9583 |
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- | No log | 5.2459 | 320 | 0.9448 | 0.1544 | 0.9448 | 0.9720 |
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- | No log | 5.2787 | 322 | 0.8543 | 0.1404 | 0.8543 | 0.9243 |
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- | No log | 5.3115 | 324 | 0.8377 | 0.1253 | 0.8377 | 0.9152 |
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- | No log | 5.3443 | 326 | 0.8454 | 0.1471 | 0.8454 | 0.9194 |
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- | No log | 5.3770 | 328 | 0.8313 | 0.1133 | 0.8313 | 0.9118 |
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- | No log | 5.4098 | 330 | 0.8173 | 0.1904 | 0.8173 | 0.9040 |
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- | No log | 5.4426 | 332 | 0.8798 | 0.1212 | 0.8798 | 0.9380 |
218
- | No log | 5.4754 | 334 | 0.9037 | 0.1555 | 0.9037 | 0.9506 |
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- | No log | 5.5082 | 336 | 0.8462 | 0.1707 | 0.8462 | 0.9199 |
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- | No log | 5.5410 | 338 | 0.8398 | 0.1773 | 0.8398 | 0.9164 |
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- | No log | 5.5738 | 340 | 0.8198 | 0.2561 | 0.8198 | 0.9054 |
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- | No log | 5.6066 | 342 | 0.8756 | 0.2161 | 0.8756 | 0.9358 |
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- | No log | 5.6393 | 344 | 0.9474 | 0.2080 | 0.9474 | 0.9734 |
224
- | No log | 5.6721 | 346 | 0.9717 | 0.1210 | 0.9717 | 0.9857 |
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- | No log | 5.7049 | 348 | 0.8523 | 0.1908 | 0.8523 | 0.9232 |
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- | No log | 5.7377 | 350 | 0.7521 | 0.1539 | 0.7521 | 0.8672 |
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- | No log | 5.7705 | 352 | 0.7421 | 0.1942 | 0.7421 | 0.8614 |
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- | No log | 5.8033 | 354 | 0.7702 | 0.2299 | 0.7702 | 0.8776 |
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- | No log | 5.8361 | 356 | 0.8233 | 0.2122 | 0.8233 | 0.9074 |
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- | No log | 5.8689 | 358 | 0.9630 | 0.2554 | 0.9630 | 0.9813 |
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- | No log | 5.9016 | 360 | 1.1369 | 0.2168 | 1.1369 | 1.0663 |
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- | No log | 5.9344 | 362 | 1.2112 | 0.1712 | 1.2112 | 1.1005 |
233
- | No log | 5.9672 | 364 | 1.1314 | 0.2199 | 1.1314 | 1.0637 |
234
- | No log | 6.0 | 366 | 0.9682 | 0.1974 | 0.9682 | 0.9840 |
235
- | No log | 6.0328 | 368 | 0.8847 | 0.2283 | 0.8847 | 0.9406 |
236
- | No log | 6.0656 | 370 | 0.8405 | 0.2026 | 0.8405 | 0.9168 |
237
- | No log | 6.0984 | 372 | 0.9285 | 0.1506 | 0.9285 | 0.9636 |
238
- | No log | 6.1311 | 374 | 0.9903 | 0.1238 | 0.9903 | 0.9951 |
239
- | No log | 6.1639 | 376 | 0.9226 | 0.1605 | 0.9226 | 0.9605 |
240
- | No log | 6.1967 | 378 | 0.7911 | 0.1718 | 0.7911 | 0.8894 |
241
- | No log | 6.2295 | 380 | 0.7477 | 0.2379 | 0.7477 | 0.8647 |
242
- | No log | 6.2623 | 382 | 0.7771 | 0.3471 | 0.7771 | 0.8815 |
243
- | No log | 6.2951 | 384 | 0.7512 | 0.3196 | 0.7512 | 0.8667 |
244
- | No log | 6.3279 | 386 | 0.7433 | 0.1903 | 0.7433 | 0.8622 |
245
- | No log | 6.3607 | 388 | 0.8656 | 0.0922 | 0.8656 | 0.9304 |
246
- | No log | 6.3934 | 390 | 1.0841 | 0.1507 | 1.0841 | 1.0412 |
247
- | No log | 6.4262 | 392 | 1.1130 | 0.0962 | 1.1130 | 1.0550 |
248
- | No log | 6.4590 | 394 | 1.0015 | 0.1243 | 1.0015 | 1.0008 |
249
- | No log | 6.4918 | 396 | 0.8674 | 0.1277 | 0.8674 | 0.9313 |
250
- | No log | 6.5246 | 398 | 0.8383 | 0.1647 | 0.8383 | 0.9156 |
251
- | No log | 6.5574 | 400 | 0.8467 | 0.1998 | 0.8467 | 0.9202 |
252
- | No log | 6.5902 | 402 | 0.8461 | 0.2041 | 0.8461 | 0.9198 |
253
- | No log | 6.6230 | 404 | 0.8354 | 0.0359 | 0.8354 | 0.9140 |
254
- | No log | 6.6557 | 406 | 0.7770 | 0.2181 | 0.7770 | 0.8815 |
255
- | No log | 6.6885 | 408 | 0.7598 | 0.2717 | 0.7598 | 0.8717 |
256
- | No log | 6.7213 | 410 | 0.7493 | 0.1498 | 0.7493 | 0.8656 |
257
- | No log | 6.7541 | 412 | 0.7722 | 0.0856 | 0.7722 | 0.8788 |
258
- | No log | 6.7869 | 414 | 0.7624 | 0.0455 | 0.7624 | 0.8732 |
259
- | No log | 6.8197 | 416 | 0.7233 | 0.1498 | 0.7233 | 0.8505 |
260
- | No log | 6.8525 | 418 | 0.7187 | 0.2181 | 0.7187 | 0.8478 |
261
- | No log | 6.8852 | 420 | 0.7293 | 0.1550 | 0.7293 | 0.8540 |
262
- | No log | 6.9180 | 422 | 0.7877 | 0.2334 | 0.7877 | 0.8875 |
263
- | No log | 6.9508 | 424 | 0.9082 | 0.2154 | 0.9082 | 0.9530 |
264
- | No log | 6.9836 | 426 | 1.0058 | 0.2012 | 1.0058 | 1.0029 |
265
- | No log | 7.0164 | 428 | 0.9659 | 0.1781 | 0.9659 | 0.9828 |
266
- | No log | 7.0492 | 430 | 0.8630 | 0.2324 | 0.8630 | 0.9290 |
267
- | No log | 7.0820 | 432 | 0.7808 | 0.1903 | 0.7808 | 0.8836 |
268
- | No log | 7.1148 | 434 | 0.7790 | 0.2206 | 0.7790 | 0.8826 |
269
- | No log | 7.1475 | 436 | 0.7998 | 0.2847 | 0.7998 | 0.8943 |
270
- | No log | 7.1803 | 438 | 0.7859 | 0.2441 | 0.7859 | 0.8865 |
271
- | No log | 7.2131 | 440 | 0.7847 | 0.1983 | 0.7847 | 0.8859 |
272
- | No log | 7.2459 | 442 | 0.8551 | 0.0 | 0.8551 | 0.9247 |
273
- | No log | 7.2787 | 444 | 0.8753 | 0.0905 | 0.8753 | 0.9356 |
274
- | No log | 7.3115 | 446 | 0.8103 | 0.0846 | 0.8103 | 0.9002 |
275
- | No log | 7.3443 | 448 | 0.7657 | 0.1508 | 0.7657 | 0.8750 |
276
- | No log | 7.3770 | 450 | 0.7641 | 0.1093 | 0.7641 | 0.8741 |
277
- | No log | 7.4098 | 452 | 0.7805 | 0.1228 | 0.7805 | 0.8835 |
278
- | No log | 7.4426 | 454 | 0.8214 | 0.2036 | 0.8214 | 0.9063 |
279
- | No log | 7.4754 | 456 | 0.8067 | 0.2389 | 0.8067 | 0.8982 |
280
- | No log | 7.5082 | 458 | 0.7880 | 0.2019 | 0.7880 | 0.8877 |
281
- | No log | 7.5410 | 460 | 0.7612 | 0.1633 | 0.7612 | 0.8725 |
282
- | No log | 7.5738 | 462 | 0.7620 | 0.2970 | 0.7620 | 0.8729 |
283
- | No log | 7.6066 | 464 | 0.8231 | 0.2473 | 0.8231 | 0.9073 |
284
- | No log | 7.6393 | 466 | 0.7832 | 0.2897 | 0.7832 | 0.8850 |
285
- | No log | 7.6721 | 468 | 0.7369 | 0.2317 | 0.7369 | 0.8584 |
286
- | No log | 7.7049 | 470 | 0.7216 | 0.1942 | 0.7216 | 0.8495 |
287
- | No log | 7.7377 | 472 | 0.7514 | 0.1591 | 0.7514 | 0.8668 |
288
- | No log | 7.7705 | 474 | 0.8246 | 0.2583 | 0.8246 | 0.9081 |
289
- | No log | 7.8033 | 476 | 0.8066 | 0.2368 | 0.8066 | 0.8981 |
290
- | No log | 7.8361 | 478 | 0.7339 | 0.2024 | 0.7339 | 0.8567 |
291
- | No log | 7.8689 | 480 | 0.7155 | 0.2308 | 0.7155 | 0.8459 |
292
- | No log | 7.9016 | 482 | 0.7327 | 0.3006 | 0.7327 | 0.8560 |
293
- | No log | 7.9344 | 484 | 0.7269 | 0.3006 | 0.7269 | 0.8526 |
294
- | No log | 7.9672 | 486 | 0.7403 | 0.1591 | 0.7403 | 0.8604 |
295
- | No log | 8.0 | 488 | 0.8774 | 0.2224 | 0.8774 | 0.9367 |
296
- | No log | 8.0328 | 490 | 0.9983 | 0.1535 | 0.9983 | 0.9992 |
297
- | No log | 8.0656 | 492 | 0.9577 | 0.2192 | 0.9577 | 0.9786 |
298
- | No log | 8.0984 | 494 | 0.8256 | 0.3040 | 0.8256 | 0.9086 |
299
- | No log | 8.1311 | 496 | 0.7521 | 0.0804 | 0.7521 | 0.8672 |
300
- | No log | 8.1639 | 498 | 0.7477 | 0.1184 | 0.7477 | 0.8647 |
301
- | 0.3633 | 8.1967 | 500 | 0.7598 | 0.0804 | 0.7598 | 0.8717 |
302
- | 0.3633 | 8.2295 | 502 | 0.8305 | 0.2708 | 0.8305 | 0.9113 |
303
- | 0.3633 | 8.2623 | 504 | 0.8702 | 0.2705 | 0.8702 | 0.9328 |
304
- | 0.3633 | 8.2951 | 506 | 0.8193 | 0.1714 | 0.8193 | 0.9052 |
305
- | 0.3633 | 8.3279 | 508 | 0.7539 | 0.1184 | 0.7539 | 0.8683 |
306
- | 0.3633 | 8.3607 | 510 | 0.7536 | 0.2685 | 0.7536 | 0.8681 |
307
- | 0.3633 | 8.3934 | 512 | 0.7584 | 0.2981 | 0.7584 | 0.8709 |
308
- | 0.3633 | 8.4262 | 514 | 0.7609 | 0.2717 | 0.7609 | 0.8723 |
309
- | 0.3633 | 8.4590 | 516 | 0.7761 | 0.2780 | 0.7761 | 0.8810 |
310
- | 0.3633 | 8.4918 | 518 | 0.7893 | 0.3022 | 0.7893 | 0.8884 |
311
- | 0.3633 | 8.5246 | 520 | 0.7958 | 0.3279 | 0.7958 | 0.8921 |
312
- | 0.3633 | 8.5574 | 522 | 0.7745 | 0.3581 | 0.7745 | 0.8801 |
313
- | 0.3633 | 8.5902 | 524 | 0.7819 | 0.3239 | 0.7819 | 0.8843 |
314
- | 0.3633 | 8.6230 | 526 | 0.8084 | 0.3006 | 0.8084 | 0.8991 |
315
- | 0.3633 | 8.6557 | 528 | 0.8761 | 0.2612 | 0.8761 | 0.9360 |
316
- | 0.3633 | 8.6885 | 530 | 0.8938 | 0.2612 | 0.8938 | 0.9454 |
317
- | 0.3633 | 8.7213 | 532 | 0.7987 | 0.2772 | 0.7987 | 0.8937 |
318
- | 0.3633 | 8.7541 | 534 | 0.7225 | 0.2063 | 0.7225 | 0.8500 |
319
- | 0.3633 | 8.7869 | 536 | 0.7118 | 0.1139 | 0.7118 | 0.8437 |
320
- | 0.3633 | 8.8197 | 538 | 0.7214 | 0.1660 | 0.7214 | 0.8493 |
321
- | 0.3633 | 8.8525 | 540 | 0.7659 | 0.1714 | 0.7659 | 0.8752 |
322
- | 0.3633 | 8.8852 | 542 | 0.8189 | 0.2738 | 0.8189 | 0.9049 |
323
- | 0.3633 | 8.9180 | 544 | 0.8576 | 0.3060 | 0.8576 | 0.9261 |
324
- | 0.3633 | 8.9508 | 546 | 0.8173 | 0.3060 | 0.8173 | 0.9040 |
325
- | 0.3633 | 8.9836 | 548 | 0.7580 | 0.1998 | 0.7580 | 0.8706 |
326
- | 0.3633 | 9.0164 | 550 | 0.7275 | 0.2254 | 0.7275 | 0.8529 |
327
- | 0.3633 | 9.0492 | 552 | 0.7146 | 0.1400 | 0.7146 | 0.8453 |
328
- | 0.3633 | 9.0820 | 554 | 0.7140 | 0.1400 | 0.7140 | 0.8450 |
329
- | 0.3633 | 9.1148 | 556 | 0.7259 | 0.2317 | 0.7259 | 0.8520 |
330
- | 0.3633 | 9.1475 | 558 | 0.8081 | 0.3060 | 0.8081 | 0.8990 |
331
- | 0.3633 | 9.1803 | 560 | 0.9567 | 0.1894 | 0.9567 | 0.9781 |
332
- | 0.3633 | 9.2131 | 562 | 0.9849 | 0.1894 | 0.9849 | 0.9924 |
333
- | 0.3633 | 9.2459 | 564 | 0.9088 | 0.2673 | 0.9088 | 0.9533 |
334
- | 0.3633 | 9.2787 | 566 | 0.8162 | 0.0460 | 0.8162 | 0.9034 |
335
- | 0.3633 | 9.3115 | 568 | 0.7675 | 0.0376 | 0.7675 | 0.8761 |
336
- | 0.3633 | 9.3443 | 570 | 0.7620 | 0.1550 | 0.7620 | 0.8729 |
337
- | 0.3633 | 9.3770 | 572 | 0.7584 | 0.1550 | 0.7584 | 0.8709 |
338
- | 0.3633 | 9.4098 | 574 | 0.7612 | 0.0376 | 0.7612 | 0.8724 |
339
- | 0.3633 | 9.4426 | 576 | 0.8187 | 0.1299 | 0.8187 | 0.9048 |
340
- | 0.3633 | 9.4754 | 578 | 0.9107 | 0.2212 | 0.9107 | 0.9543 |
341
- | 0.3633 | 9.5082 | 580 | 0.9569 | 0.1551 | 0.9569 | 0.9782 |
342
- | 0.3633 | 9.5410 | 582 | 0.8804 | 0.2476 | 0.8804 | 0.9383 |
343
- | 0.3633 | 9.5738 | 584 | 0.7484 | 0.2353 | 0.7484 | 0.8651 |
344
- | 0.3633 | 9.6066 | 586 | 0.7021 | 0.3745 | 0.7021 | 0.8379 |
345
- | 0.3633 | 9.6393 | 588 | 0.7052 | 0.4043 | 0.7052 | 0.8397 |
346
- | 0.3633 | 9.6721 | 590 | 0.7057 | 0.2374 | 0.7057 | 0.8400 |
347
- | 0.3633 | 9.7049 | 592 | 0.7655 | 0.1981 | 0.7655 | 0.8749 |
348
- | 0.3633 | 9.7377 | 594 | 0.8416 | 0.1673 | 0.8416 | 0.9174 |
349
- | 0.3633 | 9.7705 | 596 | 0.8656 | 0.1304 | 0.8656 | 0.9304 |
350
- | 0.3633 | 9.8033 | 598 | 0.8263 | 0.0460 | 0.8263 | 0.9090 |
351
- | 0.3633 | 9.8361 | 600 | 0.7690 | 0.0798 | 0.7690 | 0.8769 |
352
- | 0.3633 | 9.8689 | 602 | 0.7331 | 0.1983 | 0.7331 | 0.8562 |
353
- | 0.3633 | 9.9016 | 604 | 0.7497 | 0.2652 | 0.7497 | 0.8659 |
354
- | 0.3633 | 9.9344 | 606 | 0.7664 | 0.2652 | 0.7664 | 0.8754 |
355
- | 0.3633 | 9.9672 | 608 | 0.7497 | 0.2652 | 0.7497 | 0.8659 |
356
- | 0.3633 | 10.0 | 610 | 0.7303 | 0.1498 | 0.7303 | 0.8546 |
357
- | 0.3633 | 10.0328 | 612 | 0.7791 | 0.1961 | 0.7791 | 0.8826 |
358
- | 0.3633 | 10.0656 | 614 | 0.8459 | 0.1673 | 0.8459 | 0.9198 |
359
- | 0.3633 | 10.0984 | 616 | 0.8907 | 0.2300 | 0.8907 | 0.9438 |
360
- | 0.3633 | 10.1311 | 618 | 0.8370 | 0.0902 | 0.8370 | 0.9148 |
361
- | 0.3633 | 10.1639 | 620 | 0.7605 | 0.0460 | 0.7605 | 0.8721 |
362
- | 0.3633 | 10.1967 | 622 | 0.7201 | 0.1617 | 0.7201 | 0.8486 |
363
- | 0.3633 | 10.2295 | 624 | 0.7157 | 0.2336 | 0.7157 | 0.8460 |
364
- | 0.3633 | 10.2623 | 626 | 0.7134 | 0.2336 | 0.7134 | 0.8446 |
365
- | 0.3633 | 10.2951 | 628 | 0.7104 | 0.1983 | 0.7104 | 0.8428 |
366
- | 0.3633 | 10.3279 | 630 | 0.7193 | 0.1550 | 0.7193 | 0.8481 |
367
- | 0.3633 | 10.3607 | 632 | 0.7303 | 0.1591 | 0.7303 | 0.8546 |
368
- | 0.3633 | 10.3934 | 634 | 0.7313 | 0.1591 | 0.7313 | 0.8551 |
369
- | 0.3633 | 10.4262 | 636 | 0.7196 | 0.1550 | 0.7196 | 0.8483 |
370
- | 0.3633 | 10.4590 | 638 | 0.7168 | 0.1550 | 0.7168 | 0.8466 |
371
- | 0.3633 | 10.4918 | 640 | 0.7158 | 0.1942 | 0.7158 | 0.8460 |
372
- | 0.3633 | 10.5246 | 642 | 0.7161 | 0.1942 | 0.7161 | 0.8463 |
373
- | 0.3633 | 10.5574 | 644 | 0.7260 | 0.1904 | 0.7260 | 0.8520 |
374
- | 0.3633 | 10.5902 | 646 | 0.7175 | 0.1904 | 0.7175 | 0.8471 |
375
- | 0.3633 | 10.6230 | 648 | 0.7131 | 0.2264 | 0.7131 | 0.8444 |
376
- | 0.3633 | 10.6557 | 650 | 0.6972 | 0.2675 | 0.6972 | 0.8350 |
377
- | 0.3633 | 10.6885 | 652 | 0.7219 | 0.1597 | 0.7219 | 0.8496 |
378
- | 0.3633 | 10.7213 | 654 | 0.7515 | 0.2308 | 0.7515 | 0.8669 |
379
- | 0.3633 | 10.7541 | 656 | 0.7407 | 0.1597 | 0.7407 | 0.8606 |
380
- | 0.3633 | 10.7869 | 658 | 0.7156 | 0.2299 | 0.7156 | 0.8460 |
381
- | 0.3633 | 10.8197 | 660 | 0.7026 | 0.3019 | 0.7026 | 0.8382 |
382
- | 0.3633 | 10.8525 | 662 | 0.7079 | 0.3019 | 0.7079 | 0.8414 |
383
- | 0.3633 | 10.8852 | 664 | 0.7189 | 0.2299 | 0.7189 | 0.8479 |
384
- | 0.3633 | 10.9180 | 666 | 0.7083 | 0.3019 | 0.7083 | 0.8416 |
385
- | 0.3633 | 10.9508 | 668 | 0.7168 | 0.2609 | 0.7168 | 0.8467 |
386
- | 0.3633 | 10.9836 | 670 | 0.7191 | 0.2609 | 0.7191 | 0.8480 |
387
- | 0.3633 | 11.0164 | 672 | 0.7328 | 0.1906 | 0.7328 | 0.8560 |
388
- | 0.3633 | 11.0492 | 674 | 0.7343 | 0.1906 | 0.7343 | 0.8569 |
389
- | 0.3633 | 11.0820 | 676 | 0.7614 | 0.1212 | 0.7614 | 0.8726 |
390
- | 0.3633 | 11.1148 | 678 | 0.7481 | 0.2299 | 0.7481 | 0.8649 |
391
- | 0.3633 | 11.1475 | 680 | 0.7187 | 0.1983 | 0.7187 | 0.8477 |
392
- | 0.3633 | 11.1803 | 682 | 0.7267 | 0.1807 | 0.7267 | 0.8524 |
393
- | 0.3633 | 11.2131 | 684 | 0.7983 | 0.3127 | 0.7983 | 0.8935 |
394
- | 0.3633 | 11.2459 | 686 | 0.8449 | 0.2604 | 0.8449 | 0.9192 |
395
- | 0.3633 | 11.2787 | 688 | 0.8054 | 0.3127 | 0.8054 | 0.8974 |
396
- | 0.3633 | 11.3115 | 690 | 0.7488 | 0.2407 | 0.7488 | 0.8653 |
397
- | 0.3633 | 11.3443 | 692 | 0.7657 | 0.1184 | 0.7657 | 0.8750 |
398
- | 0.3633 | 11.3770 | 694 | 0.8398 | 0.1637 | 0.8398 | 0.9164 |
399
- | 0.3633 | 11.4098 | 696 | 0.8762 | 0.1637 | 0.8762 | 0.9361 |
400
- | 0.3633 | 11.4426 | 698 | 0.8456 | 0.2430 | 0.8456 | 0.9196 |
401
- | 0.3633 | 11.4754 | 700 | 0.7703 | 0.1228 | 0.7703 | 0.8777 |
402
- | 0.3633 | 11.5082 | 702 | 0.7371 | 0.1983 | 0.7371 | 0.8585 |
403
- | 0.3633 | 11.5410 | 704 | 0.7718 | 0.2085 | 0.7718 | 0.8785 |
404
- | 0.3633 | 11.5738 | 706 | 0.7844 | 0.2345 | 0.7844 | 0.8857 |
405
- | 0.3633 | 11.6066 | 708 | 0.7655 | 0.2085 | 0.7655 | 0.8750 |
406
- | 0.3633 | 11.6393 | 710 | 0.7344 | 0.1983 | 0.7344 | 0.8569 |
407
- | 0.3633 | 11.6721 | 712 | 0.7287 | 0.2024 | 0.7287 | 0.8536 |
408
- | 0.3633 | 11.7049 | 714 | 0.7635 | 0.1660 | 0.7635 | 0.8738 |
409
- | 0.3633 | 11.7377 | 716 | 0.7959 | 0.1304 | 0.7959 | 0.8922 |
410
- | 0.3633 | 11.7705 | 718 | 0.7737 | 0.1979 | 0.7737 | 0.8796 |
411
- | 0.3633 | 11.8033 | 720 | 0.7331 | 0.2317 | 0.7331 | 0.8562 |
412
- | 0.3633 | 11.8361 | 722 | 0.7221 | 0.1903 | 0.7221 | 0.8497 |
413
- | 0.3633 | 11.8689 | 724 | 0.7242 | 0.2206 | 0.7242 | 0.8510 |
414
- | 0.3633 | 11.9016 | 726 | 0.7197 | 0.1983 | 0.7197 | 0.8483 |
415
- | 0.3633 | 11.9344 | 728 | 0.7182 | 0.1983 | 0.7182 | 0.8474 |
416
- | 0.3633 | 11.9672 | 730 | 0.7336 | 0.1981 | 0.7336 | 0.8565 |
417
- | 0.3633 | 12.0 | 732 | 0.7544 | 0.1998 | 0.7544 | 0.8686 |
418
- | 0.3633 | 12.0328 | 734 | 0.7554 | 0.1998 | 0.7554 | 0.8691 |
419
- | 0.3633 | 12.0656 | 736 | 0.7392 | 0.1981 | 0.7392 | 0.8598 |
420
- | 0.3633 | 12.0984 | 738 | 0.7191 | 0.2374 | 0.7191 | 0.8480 |
421
- | 0.3633 | 12.1311 | 740 | 0.7261 | 0.2145 | 0.7261 | 0.8521 |
422
- | 0.3633 | 12.1639 | 742 | 0.7362 | 0.2787 | 0.7362 | 0.8580 |
423
- | 0.3633 | 12.1967 | 744 | 0.7282 | 0.3437 | 0.7282 | 0.8534 |
424
- | 0.3633 | 12.2295 | 746 | 0.7224 | 0.3117 | 0.7224 | 0.8499 |
425
- | 0.3633 | 12.2623 | 748 | 0.7273 | 0.1942 | 0.7273 | 0.8528 |
426
- | 0.3633 | 12.2951 | 750 | 0.7289 | 0.1942 | 0.7289 | 0.8537 |
427
- | 0.3633 | 12.3279 | 752 | 0.7230 | 0.1942 | 0.7230 | 0.8503 |
428
- | 0.3633 | 12.3607 | 754 | 0.7116 | 0.2374 | 0.7116 | 0.8436 |
429
- | 0.3633 | 12.3934 | 756 | 0.7147 | 0.2751 | 0.7147 | 0.8454 |
430
- | 0.3633 | 12.4262 | 758 | 0.7186 | 0.3084 | 0.7186 | 0.8477 |
431
- | 0.3633 | 12.4590 | 760 | 0.7160 | 0.3117 | 0.7160 | 0.8462 |
432
- | 0.3633 | 12.4918 | 762 | 0.7375 | 0.1942 | 0.7375 | 0.8588 |
433
- | 0.3633 | 12.5246 | 764 | 0.8019 | 0.1255 | 0.8019 | 0.8955 |
434
- | 0.3633 | 12.5574 | 766 | 0.8711 | 0.2324 | 0.8711 | 0.9333 |
435
- | 0.3633 | 12.5902 | 768 | 0.8942 | 0.1941 | 0.8942 | 0.9456 |
436
- | 0.3633 | 12.6230 | 770 | 0.8367 | 0.1673 | 0.8367 | 0.9147 |
437
- | 0.3633 | 12.6557 | 772 | 0.7651 | 0.1181 | 0.7651 | 0.8747 |
438
- | 0.3633 | 12.6885 | 774 | 0.7382 | 0.1983 | 0.7382 | 0.8592 |
439
- | 0.3633 | 12.7213 | 776 | 0.7412 | 0.1863 | 0.7412 | 0.8609 |
440
- | 0.3633 | 12.7541 | 778 | 0.7410 | 0.1508 | 0.7410 | 0.8608 |
441
- | 0.3633 | 12.7869 | 780 | 0.7435 | 0.1983 | 0.7435 | 0.8623 |
442
- | 0.3633 | 12.8197 | 782 | 0.7468 | 0.1550 | 0.7468 | 0.8642 |
443
- | 0.3633 | 12.8525 | 784 | 0.7642 | 0.1942 | 0.7642 | 0.8742 |
444
- | 0.3633 | 12.8852 | 786 | 0.7911 | 0.1228 | 0.7911 | 0.8894 |
445
- | 0.3633 | 12.9180 | 788 | 0.8069 | 0.0851 | 0.8069 | 0.8983 |
446
- | 0.3633 | 12.9508 | 790 | 0.8013 | 0.0851 | 0.8013 | 0.8951 |
447
- | 0.3633 | 12.9836 | 792 | 0.7789 | 0.1228 | 0.7789 | 0.8826 |
448
- | 0.3633 | 13.0164 | 794 | 0.7676 | 0.1550 | 0.7676 | 0.8761 |
449
- | 0.3633 | 13.0492 | 796 | 0.7654 | 0.1093 | 0.7654 | 0.8749 |
450
- | 0.3633 | 13.0820 | 798 | 0.7594 | 0.1508 | 0.7594 | 0.8715 |
451
- | 0.3633 | 13.1148 | 800 | 0.7489 | 0.1983 | 0.7489 | 0.8654 |
452
- | 0.3633 | 13.1475 | 802 | 0.7563 | 0.1232 | 0.7563 | 0.8696 |
453
- | 0.3633 | 13.1803 | 804 | 0.7667 | 0.0410 | 0.7667 | 0.8756 |
454
- | 0.3633 | 13.2131 | 806 | 0.7861 | 0.0460 | 0.7861 | 0.8866 |
455
- | 0.3633 | 13.2459 | 808 | 0.7838 | 0.0460 | 0.7838 | 0.8853 |
456
- | 0.3633 | 13.2787 | 810 | 0.7625 | 0.1604 | 0.7625 | 0.8732 |
457
- | 0.3633 | 13.3115 | 812 | 0.7558 | 0.1983 | 0.7558 | 0.8694 |
458
- | 0.3633 | 13.3443 | 814 | 0.7572 | 0.1983 | 0.7572 | 0.8702 |
459
- | 0.3633 | 13.3770 | 816 | 0.7647 | 0.1604 | 0.7647 | 0.8745 |
460
- | 0.3633 | 13.4098 | 818 | 0.7910 | 0.0460 | 0.7910 | 0.8894 |
461
- | 0.3633 | 13.4426 | 820 | 0.8121 | 0.0460 | 0.8121 | 0.9011 |
462
- | 0.3633 | 13.4754 | 822 | 0.7982 | 0.0410 | 0.7982 | 0.8934 |
463
- | 0.3633 | 13.5082 | 824 | 0.7861 | 0.1232 | 0.7861 | 0.8866 |
464
- | 0.3633 | 13.5410 | 826 | 0.7750 | 0.1983 | 0.7750 | 0.8804 |
465
- | 0.3633 | 13.5738 | 828 | 0.7731 | 0.1983 | 0.7731 | 0.8792 |
466
- | 0.3633 | 13.6066 | 830 | 0.7743 | 0.1232 | 0.7743 | 0.8799 |
467
- | 0.3633 | 13.6393 | 832 | 0.7753 | 0.1232 | 0.7753 | 0.8805 |
468
- | 0.3633 | 13.6721 | 834 | 0.7807 | 0.1646 | 0.7807 | 0.8836 |
469
- | 0.3633 | 13.7049 | 836 | 0.7802 | 0.1646 | 0.7802 | 0.8833 |
470
- | 0.3633 | 13.7377 | 838 | 0.7915 | 0.1633 | 0.7915 | 0.8896 |
471
- | 0.3633 | 13.7705 | 840 | 0.7843 | 0.2019 | 0.7843 | 0.8856 |
472
- | 0.3633 | 13.8033 | 842 | 0.7530 | 0.1489 | 0.7530 | 0.8677 |
473
- | 0.3633 | 13.8361 | 844 | 0.7418 | 0.1846 | 0.7418 | 0.8613 |
474
- | 0.3633 | 13.8689 | 846 | 0.7308 | 0.1983 | 0.7308 | 0.8548 |
475
- | 0.3633 | 13.9016 | 848 | 0.7309 | 0.1591 | 0.7309 | 0.8549 |
476
- | 0.3633 | 13.9344 | 850 | 0.7386 | 0.1228 | 0.7386 | 0.8594 |
477
- | 0.3633 | 13.9672 | 852 | 0.7348 | 0.1591 | 0.7348 | 0.8572 |
478
- | 0.3633 | 14.0 | 854 | 0.7228 | 0.1942 | 0.7228 | 0.8502 |
479
- | 0.3633 | 14.0328 | 856 | 0.7182 | 0.1942 | 0.7182 | 0.8474 |
480
- | 0.3633 | 14.0656 | 858 | 0.7296 | 0.1942 | 0.7296 | 0.8541 |
481
- | 0.3633 | 14.0984 | 860 | 0.7613 | 0.0898 | 0.7613 | 0.8725 |
482
- | 0.3633 | 14.1311 | 862 | 0.7738 | 0.1315 | 0.7738 | 0.8797 |
483
- | 0.3633 | 14.1639 | 864 | 0.7594 | 0.0460 | 0.7594 | 0.8714 |
484
- | 0.3633 | 14.1967 | 866 | 0.7353 | 0.0460 | 0.7353 | 0.8575 |
485
- | 0.3633 | 14.2295 | 868 | 0.7237 | 0.1983 | 0.7237 | 0.8507 |
486
- | 0.3633 | 14.2623 | 870 | 0.7293 | 0.2336 | 0.7293 | 0.8540 |
487
- | 0.3633 | 14.2951 | 872 | 0.7237 | 0.1983 | 0.7237 | 0.8507 |
488
- | 0.3633 | 14.3279 | 874 | 0.7152 | 0.1983 | 0.7152 | 0.8457 |
489
- | 0.3633 | 14.3607 | 876 | 0.7125 | 0.1983 | 0.7125 | 0.8441 |
490
- | 0.3633 | 14.3934 | 878 | 0.7199 | 0.1942 | 0.7199 | 0.8485 |
491
- | 0.3633 | 14.4262 | 880 | 0.7164 | 0.1942 | 0.7164 | 0.8464 |
492
- | 0.3633 | 14.4590 | 882 | 0.7115 | 0.1550 | 0.7115 | 0.8435 |
493
- | 0.3633 | 14.4918 | 884 | 0.7149 | 0.1550 | 0.7149 | 0.8455 |
494
- | 0.3633 | 14.5246 | 886 | 0.7175 | 0.1550 | 0.7175 | 0.8471 |
495
- | 0.3633 | 14.5574 | 888 | 0.7264 | 0.1508 | 0.7264 | 0.8523 |
496
- | 0.3633 | 14.5902 | 890 | 0.7481 | 0.2606 | 0.7481 | 0.8649 |
497
- | 0.3633 | 14.6230 | 892 | 0.7555 | 0.1846 | 0.7555 | 0.8692 |
498
- | 0.3633 | 14.6557 | 894 | 0.7549 | 0.1093 | 0.7549 | 0.8688 |
499
- | 0.3633 | 14.6885 | 896 | 0.7544 | 0.1489 | 0.7544 | 0.8685 |
500
- | 0.3633 | 14.7213 | 898 | 0.7641 | 0.1539 | 0.7641 | 0.8741 |
501
- | 0.3633 | 14.7541 | 900 | 0.7734 | 0.1539 | 0.7734 | 0.8794 |
502
- | 0.3633 | 14.7869 | 902 | 0.7743 | 0.1181 | 0.7743 | 0.8800 |
503
- | 0.3633 | 14.8197 | 904 | 0.7937 | 0.1272 | 0.7937 | 0.8909 |
504
- | 0.3633 | 14.8525 | 906 | 0.7884 | 0.0410 | 0.7884 | 0.8879 |
505
- | 0.3633 | 14.8852 | 908 | 0.7734 | 0.0804 | 0.7734 | 0.8794 |
506
- | 0.3633 | 14.9180 | 910 | 0.7568 | 0.2374 | 0.7568 | 0.8699 |
507
- | 0.3633 | 14.9508 | 912 | 0.7504 | 0.3491 | 0.7504 | 0.8663 |
508
- | 0.3633 | 14.9836 | 914 | 0.7428 | 0.3165 | 0.7428 | 0.8619 |
509
- | 0.3633 | 15.0164 | 916 | 0.7297 | 0.3084 | 0.7297 | 0.8542 |
510
- | 0.3633 | 15.0492 | 918 | 0.7136 | 0.3084 | 0.7136 | 0.8447 |
511
- | 0.3633 | 15.0820 | 920 | 0.7083 | 0.1983 | 0.7083 | 0.8416 |
512
- | 0.3633 | 15.1148 | 922 | 0.7173 | 0.1646 | 0.7173 | 0.8469 |
513
- | 0.3633 | 15.1475 | 924 | 0.7063 | 0.1942 | 0.7063 | 0.8404 |
514
- | 0.3633 | 15.1803 | 926 | 0.7071 | 0.1591 | 0.7071 | 0.8409 |
515
- | 0.3633 | 15.2131 | 928 | 0.7157 | 0.1591 | 0.7157 | 0.8460 |
516
- | 0.3633 | 15.2459 | 930 | 0.7421 | 0.2353 | 0.7421 | 0.8614 |
517
- | 0.3633 | 15.2787 | 932 | 0.7635 | 0.2015 | 0.7635 | 0.8738 |
518
- | 0.3633 | 15.3115 | 934 | 0.7452 | 0.1272 | 0.7452 | 0.8632 |
519
- | 0.3633 | 15.3443 | 936 | 0.7155 | 0.1591 | 0.7155 | 0.8459 |
520
- | 0.3633 | 15.3770 | 938 | 0.7042 | 0.2607 | 0.7042 | 0.8391 |
521
- | 0.3633 | 15.4098 | 940 | 0.7124 | 0.1591 | 0.7124 | 0.8440 |
522
- | 0.3633 | 15.4426 | 942 | 0.7350 | 0.1646 | 0.7350 | 0.8573 |
523
- | 0.3633 | 15.4754 | 944 | 0.7627 | 0.1272 | 0.7627 | 0.8733 |
524
- | 0.3633 | 15.5082 | 946 | 0.7672 | 0.1272 | 0.7672 | 0.8759 |
525
- | 0.3633 | 15.5410 | 948 | 0.7456 | 0.1646 | 0.7456 | 0.8635 |
526
- | 0.3633 | 15.5738 | 950 | 0.7228 | 0.2024 | 0.7228 | 0.8502 |
527
- | 0.3633 | 15.6066 | 952 | 0.7198 | 0.1617 | 0.7198 | 0.8484 |
528
- | 0.3633 | 15.6393 | 954 | 0.7269 | 0.1674 | 0.7269 | 0.8526 |
529
- | 0.3633 | 15.6721 | 956 | 0.7290 | 0.0840 | 0.7290 | 0.8538 |
530
- | 0.3633 | 15.7049 | 958 | 0.7220 | 0.1184 | 0.7220 | 0.8497 |
531
- | 0.3633 | 15.7377 | 960 | 0.7154 | 0.1184 | 0.7154 | 0.8458 |
532
- | 0.3633 | 15.7705 | 962 | 0.7129 | 0.1184 | 0.7129 | 0.8443 |
533
- | 0.3633 | 15.8033 | 964 | 0.7222 | 0.1184 | 0.7222 | 0.8498 |
534
- | 0.3633 | 15.8361 | 966 | 0.7463 | 0.1591 | 0.7463 | 0.8639 |
535
- | 0.3633 | 15.8689 | 968 | 0.7755 | 0.1315 | 0.7755 | 0.8806 |
536
- | 0.3633 | 15.9016 | 970 | 0.7800 | 0.2095 | 0.7800 | 0.8832 |
537
- | 0.3633 | 15.9344 | 972 | 0.7489 | 0.0898 | 0.7489 | 0.8654 |
538
- | 0.3633 | 15.9672 | 974 | 0.7355 | 0.0460 | 0.7355 | 0.8576 |
539
- | 0.3633 | 16.0 | 976 | 0.7250 | 0.0428 | 0.7250 | 0.8515 |
540
- | 0.3633 | 16.0328 | 978 | 0.6969 | 0.1236 | 0.6969 | 0.8348 |
541
- | 0.3633 | 16.0656 | 980 | 0.6906 | 0.2751 | 0.6906 | 0.8310 |
542
- | 0.3633 | 16.0984 | 982 | 0.6914 | 0.3084 | 0.6914 | 0.8315 |
543
- | 0.3633 | 16.1311 | 984 | 0.6774 | 0.2405 | 0.6774 | 0.8231 |
544
- | 0.3633 | 16.1639 | 986 | 0.6845 | 0.2024 | 0.6845 | 0.8274 |
545
- | 0.3633 | 16.1967 | 988 | 0.6920 | 0.1981 | 0.6920 | 0.8319 |
546
- | 0.3633 | 16.2295 | 990 | 0.6887 | 0.1981 | 0.6887 | 0.8299 |
547
- | 0.3633 | 16.2623 | 992 | 0.6884 | 0.1591 | 0.6884 | 0.8297 |
548
- | 0.3633 | 16.2951 | 994 | 0.6881 | 0.1617 | 0.6881 | 0.8295 |
549
- | 0.3633 | 16.3279 | 996 | 0.7021 | 0.1184 | 0.7021 | 0.8379 |
550
- | 0.3633 | 16.3607 | 998 | 0.7285 | 0.1221 | 0.7285 | 0.8535 |
551
- | 0.0791 | 16.3934 | 1000 | 0.7420 | 0.1580 | 0.7420 | 0.8614 |
552
- | 0.0791 | 16.4262 | 1002 | 0.7623 | 0.1923 | 0.7623 | 0.8731 |
553
- | 0.0791 | 16.4590 | 1004 | 0.7540 | 0.1580 | 0.7540 | 0.8683 |
554
- | 0.0791 | 16.4918 | 1006 | 0.7404 | 0.2308 | 0.7404 | 0.8605 |
555
- | 0.0791 | 16.5246 | 1008 | 0.7427 | 0.2751 | 0.7427 | 0.8618 |
556
- | 0.0791 | 16.5574 | 1010 | 0.7477 | 0.3274 | 0.7477 | 0.8647 |
557
- | 0.0791 | 16.5902 | 1012 | 0.7522 | 0.1983 | 0.7522 | 0.8673 |
558
- | 0.0791 | 16.6230 | 1014 | 0.7690 | 0.1674 | 0.7690 | 0.8769 |
559
- | 0.0791 | 16.6557 | 1016 | 0.7917 | 0.0410 | 0.7917 | 0.8897 |
560
- | 0.0791 | 16.6885 | 1018 | 0.8045 | 0.0460 | 0.8045 | 0.8969 |
561
- | 0.0791 | 16.7213 | 1020 | 0.7837 | 0.0410 | 0.7837 | 0.8853 |
562
- | 0.0791 | 16.7541 | 1022 | 0.7738 | 0.1604 | 0.7738 | 0.8797 |
563
- | 0.0791 | 16.7869 | 1024 | 0.7792 | 0.1232 | 0.7792 | 0.8827 |
564
- | 0.0791 | 16.8197 | 1026 | 0.7904 | 0.0856 | 0.7904 | 0.8891 |
565
- | 0.0791 | 16.8525 | 1028 | 0.8478 | 0.0178 | 0.8478 | 0.9208 |
566
- | 0.0791 | 16.8852 | 1030 | 0.9770 | 0.1243 | 0.9770 | 0.9884 |
567
- | 0.0791 | 16.9180 | 1032 | 1.0136 | 0.1243 | 1.0136 | 1.0068 |
568
 
569
 
570
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5273
19
+ - Qwk: 0.4402
20
+ - Mse: 0.5273
21
+ - Rmse: 0.7261
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0328 | 2 | 2.5041 | -0.0262 | 2.5041 | 1.5824 |
53
+ | No log | 0.0656 | 4 | 1.2984 | -0.0052 | 1.2984 | 1.1395 |
54
+ | No log | 0.0984 | 6 | 1.0822 | -0.1740 | 1.0822 | 1.0403 |
55
+ | No log | 0.1311 | 8 | 1.0606 | -0.2279 | 1.0606 | 1.0298 |
56
+ | No log | 0.1639 | 10 | 1.0551 | 0.0982 | 1.0551 | 1.0272 |
57
+ | No log | 0.1967 | 12 | 0.9672 | 0.1254 | 0.9672 | 0.9835 |
58
+ | No log | 0.2295 | 14 | 0.8543 | 0.0265 | 0.8543 | 0.9243 |
59
+ | No log | 0.2623 | 16 | 0.8081 | 0.1187 | 0.8081 | 0.8990 |
60
+ | No log | 0.2951 | 18 | 0.7912 | 0.0840 | 0.7912 | 0.8895 |
61
+ | No log | 0.3279 | 20 | 0.7717 | 0.0840 | 0.7717 | 0.8785 |
62
+ | No log | 0.3607 | 22 | 0.7815 | 0.0937 | 0.7815 | 0.8840 |
63
+ | No log | 0.3934 | 24 | 0.8066 | 0.0947 | 0.8066 | 0.8981 |
64
+ | No log | 0.4262 | 26 | 0.7508 | 0.2103 | 0.7508 | 0.8665 |
65
+ | No log | 0.4590 | 28 | 0.7851 | 0.0944 | 0.7851 | 0.8861 |
66
+ | No log | 0.4918 | 30 | 0.8015 | 0.0937 | 0.8015 | 0.8953 |
67
+ | No log | 0.5246 | 32 | 0.7478 | 0.0428 | 0.7478 | 0.8648 |
68
+ | No log | 0.5574 | 34 | 0.7842 | 0.0 | 0.7842 | 0.8855 |
69
+ | No log | 0.5902 | 36 | 0.9020 | 0.0509 | 0.9020 | 0.9497 |
70
+ | No log | 0.6230 | 38 | 0.9419 | 0.1724 | 0.9419 | 0.9705 |
71
+ | No log | 0.6557 | 40 | 0.8731 | 0.0937 | 0.8731 | 0.9344 |
72
+ | No log | 0.6885 | 42 | 0.7898 | 0.0 | 0.7898 | 0.8887 |
73
+ | No log | 0.7213 | 44 | 0.7551 | 0.0 | 0.7551 | 0.8690 |
74
+ | No log | 0.7541 | 46 | 0.7460 | 0.0481 | 0.7460 | 0.8637 |
75
+ | No log | 0.7869 | 48 | 0.7755 | 0.1372 | 0.7755 | 0.8806 |
76
+ | No log | 0.8197 | 50 | 0.7386 | 0.0937 | 0.7386 | 0.8594 |
77
+ | No log | 0.8525 | 52 | 0.7026 | 0.1660 | 0.7026 | 0.8382 |
78
+ | No log | 0.8852 | 54 | 0.6907 | 0.2713 | 0.6907 | 0.8311 |
79
+ | No log | 0.9180 | 56 | 0.6912 | 0.2572 | 0.6912 | 0.8314 |
80
+ | No log | 0.9508 | 58 | 0.6986 | 0.2572 | 0.6986 | 0.8358 |
81
+ | No log | 0.9836 | 60 | 0.7079 | 0.2506 | 0.7079 | 0.8413 |
82
+ | No log | 1.0164 | 62 | 0.7174 | 0.2476 | 0.7174 | 0.8470 |
83
+ | No log | 1.0492 | 64 | 0.7201 | 0.2353 | 0.7201 | 0.8486 |
84
+ | No log | 1.0820 | 66 | 0.7221 | 0.2751 | 0.7221 | 0.8498 |
85
+ | No log | 1.1148 | 68 | 0.8050 | 0.2193 | 0.8050 | 0.8972 |
86
+ | No log | 1.1475 | 70 | 0.7864 | 0.2409 | 0.7864 | 0.8868 |
87
+ | No log | 1.1803 | 72 | 0.7496 | 0.2218 | 0.7496 | 0.8658 |
88
+ | No log | 1.2131 | 74 | 0.7649 | 0.1884 | 0.7649 | 0.8746 |
89
+ | No log | 1.2459 | 76 | 0.7907 | 0.2205 | 0.7907 | 0.8892 |
90
+ | No log | 1.2787 | 78 | 0.7533 | 0.2205 | 0.7533 | 0.8679 |
91
+ | No log | 1.3115 | 80 | 0.7087 | 0.1790 | 0.7087 | 0.8419 |
92
+ | No log | 1.3443 | 82 | 0.9192 | 0.2602 | 0.9192 | 0.9587 |
93
+ | No log | 1.3770 | 84 | 0.8503 | 0.2988 | 0.8503 | 0.9221 |
94
+ | No log | 1.4098 | 86 | 0.6897 | 0.3509 | 0.6897 | 0.8305 |
95
+ | No log | 1.4426 | 88 | 0.8076 | 0.3510 | 0.8076 | 0.8987 |
96
+ | No log | 1.4754 | 90 | 1.1347 | 0.1947 | 1.1347 | 1.0652 |
97
+ | No log | 1.5082 | 92 | 1.2555 | 0.1003 | 1.2555 | 1.1205 |
98
+ | No log | 1.5410 | 94 | 1.0631 | 0.2214 | 1.0631 | 1.0311 |
99
+ | No log | 1.5738 | 96 | 0.8939 | 0.2604 | 0.8939 | 0.9455 |
100
+ | No log | 1.6066 | 98 | 0.7284 | 0.3730 | 0.7284 | 0.8535 |
101
+ | No log | 1.6393 | 100 | 0.6829 | 0.2745 | 0.6829 | 0.8264 |
102
+ | No log | 1.6721 | 102 | 0.6357 | 0.2405 | 0.6357 | 0.7973 |
103
+ | No log | 1.7049 | 104 | 0.6438 | 0.2046 | 0.6438 | 0.8024 |
104
+ | No log | 1.7377 | 106 | 0.6803 | 0.1979 | 0.6803 | 0.8248 |
105
+ | No log | 1.7705 | 108 | 0.7140 | 0.2611 | 0.7140 | 0.8450 |
106
+ | No log | 1.8033 | 110 | 0.6423 | 0.1942 | 0.6423 | 0.8014 |
107
+ | No log | 1.8361 | 112 | 0.6019 | 0.2572 | 0.6019 | 0.7758 |
108
+ | No log | 1.8689 | 114 | 0.5967 | 0.2857 | 0.5967 | 0.7724 |
109
+ | No log | 1.9016 | 116 | 0.6048 | 0.3323 | 0.6048 | 0.7777 |
110
+ | No log | 1.9344 | 118 | 0.6457 | 0.2987 | 0.6457 | 0.8036 |
111
+ | No log | 1.9672 | 120 | 0.6362 | 0.2218 | 0.6362 | 0.7977 |
112
+ | No log | 2.0 | 122 | 0.6574 | 0.2353 | 0.6574 | 0.8108 |
113
+ | No log | 2.0328 | 124 | 0.6717 | 0.1673 | 0.6717 | 0.8196 |
114
+ | No log | 2.0656 | 126 | 0.6372 | 0.3926 | 0.6372 | 0.7982 |
115
+ | No log | 2.0984 | 128 | 0.7534 | 0.3746 | 0.7534 | 0.8680 |
116
+ | No log | 2.1311 | 130 | 0.6894 | 0.3372 | 0.6894 | 0.8303 |
117
+ | No log | 2.1639 | 132 | 0.6272 | 0.4052 | 0.6272 | 0.7919 |
118
+ | No log | 2.1967 | 134 | 0.7492 | 0.3239 | 0.7492 | 0.8656 |
119
+ | No log | 2.2295 | 136 | 0.7911 | 0.3676 | 0.7911 | 0.8894 |
120
+ | No log | 2.2623 | 138 | 0.6549 | 0.3610 | 0.6549 | 0.8093 |
121
+ | No log | 2.2951 | 140 | 0.6505 | 0.3441 | 0.6505 | 0.8065 |
122
+ | No log | 2.3279 | 142 | 0.6289 | 0.3643 | 0.6289 | 0.7931 |
123
+ | No log | 2.3607 | 144 | 0.7439 | 0.3739 | 0.7439 | 0.8625 |
124
+ | No log | 2.3934 | 146 | 0.8074 | 0.2480 | 0.8074 | 0.8985 |
125
+ | No log | 2.4262 | 148 | 0.6857 | 0.3107 | 0.6857 | 0.8281 |
126
+ | No log | 2.4590 | 150 | 0.6535 | 0.2913 | 0.6535 | 0.8084 |
127
+ | No log | 2.4918 | 152 | 0.6457 | 0.3020 | 0.6457 | 0.8035 |
128
+ | No log | 2.5246 | 154 | 0.6614 | 0.1591 | 0.6614 | 0.8133 |
129
+ | No log | 2.5574 | 156 | 0.7959 | 0.1628 | 0.7959 | 0.8921 |
130
+ | No log | 2.5902 | 158 | 0.8212 | 0.2222 | 0.8212 | 0.9062 |
131
+ | No log | 2.6230 | 160 | 0.7360 | 0.2300 | 0.7360 | 0.8579 |
132
+ | No log | 2.6557 | 162 | 0.6602 | 0.3144 | 0.6602 | 0.8125 |
133
+ | No log | 2.6885 | 164 | 0.7267 | 0.2808 | 0.7267 | 0.8524 |
134
+ | No log | 2.7213 | 166 | 0.7046 | 0.2661 | 0.7046 | 0.8394 |
135
+ | No log | 2.7541 | 168 | 0.7613 | 0.2679 | 0.7613 | 0.8725 |
136
+ | No log | 2.7869 | 170 | 0.8154 | 0.2651 | 0.8154 | 0.9030 |
137
+ | No log | 2.8197 | 172 | 0.7463 | 0.2182 | 0.7463 | 0.8639 |
138
+ | No log | 2.8525 | 174 | 0.6981 | 0.2749 | 0.6981 | 0.8355 |
139
+ | No log | 2.8852 | 176 | 0.6878 | 0.1853 | 0.6878 | 0.8293 |
140
+ | No log | 2.9180 | 178 | 0.6821 | 0.2513 | 0.6821 | 0.8259 |
141
+ | No log | 2.9508 | 180 | 0.7049 | 0.3536 | 0.7049 | 0.8396 |
142
+ | No log | 2.9836 | 182 | 0.7245 | 0.3425 | 0.7245 | 0.8512 |
143
+ | No log | 3.0164 | 184 | 0.6934 | 0.3229 | 0.6934 | 0.8327 |
144
+ | No log | 3.0492 | 186 | 0.6666 | 0.2591 | 0.6666 | 0.8165 |
145
+ | No log | 3.0820 | 188 | 0.7295 | 0.2866 | 0.7295 | 0.8541 |
146
+ | No log | 3.1148 | 190 | 0.7953 | 0.3440 | 0.7953 | 0.8918 |
147
+ | No log | 3.1475 | 192 | 0.7791 | 0.3173 | 0.7791 | 0.8827 |
148
+ | No log | 3.1803 | 194 | 0.7399 | 0.3044 | 0.7399 | 0.8602 |
149
+ | No log | 3.2131 | 196 | 0.7383 | 0.3876 | 0.7383 | 0.8593 |
150
+ | No log | 3.2459 | 198 | 0.7185 | 0.3701 | 0.7185 | 0.8476 |
151
+ | No log | 3.2787 | 200 | 0.7057 | 0.3417 | 0.7057 | 0.8401 |
152
+ | No log | 3.3115 | 202 | 0.6750 | 0.3375 | 0.6750 | 0.8216 |
153
+ | No log | 3.3443 | 204 | 0.6719 | 0.3149 | 0.6719 | 0.8197 |
154
+ | No log | 3.3770 | 206 | 0.6526 | 0.3186 | 0.6526 | 0.8079 |
155
+ | No log | 3.4098 | 208 | 0.6355 | 0.4459 | 0.6355 | 0.7972 |
156
+ | No log | 3.4426 | 210 | 0.6322 | 0.4067 | 0.6322 | 0.7951 |
157
+ | No log | 3.4754 | 212 | 0.6492 | 0.4362 | 0.6492 | 0.8057 |
158
+ | No log | 3.5082 | 214 | 0.6899 | 0.4420 | 0.6899 | 0.8306 |
159
+ | No log | 3.5410 | 216 | 0.7809 | 0.3871 | 0.7809 | 0.8837 |
160
+ | No log | 3.5738 | 218 | 0.7538 | 0.4672 | 0.7538 | 0.8682 |
161
+ | No log | 3.6066 | 220 | 0.6901 | 0.4183 | 0.6901 | 0.8307 |
162
+ | No log | 3.6393 | 222 | 0.6826 | 0.4838 | 0.6826 | 0.8262 |
163
+ | No log | 3.6721 | 224 | 0.6511 | 0.4114 | 0.6511 | 0.8069 |
164
+ | No log | 3.7049 | 226 | 0.6670 | 0.4096 | 0.6670 | 0.8167 |
165
+ | No log | 3.7377 | 228 | 0.7066 | 0.3277 | 0.7066 | 0.8406 |
166
+ | No log | 3.7705 | 230 | 0.6801 | 0.3331 | 0.6801 | 0.8247 |
167
+ | No log | 3.8033 | 232 | 0.6341 | 0.4043 | 0.6341 | 0.7963 |
168
+ | No log | 3.8361 | 234 | 0.6244 | 0.3953 | 0.6244 | 0.7902 |
169
+ | No log | 3.8689 | 236 | 0.6241 | 0.4161 | 0.6241 | 0.7900 |
170
+ | No log | 3.9016 | 238 | 0.6214 | 0.4590 | 0.6214 | 0.7883 |
171
+ | No log | 3.9344 | 240 | 0.6058 | 0.4505 | 0.6058 | 0.7783 |
172
+ | No log | 3.9672 | 242 | 0.6459 | 0.4480 | 0.6459 | 0.8037 |
173
+ | No log | 4.0 | 244 | 0.6821 | 0.4952 | 0.6821 | 0.8259 |
174
+ | No log | 4.0328 | 246 | 0.6278 | 0.4636 | 0.6278 | 0.7923 |
175
+ | No log | 4.0656 | 248 | 0.5822 | 0.4517 | 0.5822 | 0.7630 |
176
+ | No log | 4.0984 | 250 | 0.5592 | 0.4212 | 0.5592 | 0.7478 |
177
+ | No log | 4.1311 | 252 | 0.5714 | 0.4502 | 0.5714 | 0.7559 |
178
+ | No log | 4.1639 | 254 | 0.5447 | 0.4847 | 0.5447 | 0.7380 |
179
+ | No log | 4.1967 | 256 | 0.6486 | 0.4518 | 0.6486 | 0.8054 |
180
+ | No log | 4.2295 | 258 | 0.7100 | 0.3829 | 0.7100 | 0.8426 |
181
+ | No log | 4.2623 | 260 | 0.6501 | 0.4518 | 0.6501 | 0.8063 |
182
+ | No log | 4.2951 | 262 | 0.6112 | 0.3859 | 0.6112 | 0.7818 |
183
+ | No log | 4.3279 | 264 | 0.6092 | 0.3915 | 0.6092 | 0.7805 |
184
+ | No log | 4.3607 | 266 | 0.6117 | 0.3702 | 0.6117 | 0.7821 |
185
+ | No log | 4.3934 | 268 | 0.6142 | 0.2819 | 0.6142 | 0.7837 |
186
+ | No log | 4.4262 | 270 | 0.6243 | 0.2589 | 0.6243 | 0.7901 |
187
+ | No log | 4.4590 | 272 | 0.6293 | 0.2285 | 0.6293 | 0.7933 |
188
+ | No log | 4.4918 | 274 | 0.6208 | 0.2677 | 0.6208 | 0.7879 |
189
+ | No log | 4.5246 | 276 | 0.6354 | 0.2987 | 0.6354 | 0.7972 |
190
+ | No log | 4.5574 | 278 | 0.6560 | 0.3377 | 0.6560 | 0.8099 |
191
+ | No log | 4.5902 | 280 | 0.6315 | 0.3942 | 0.6315 | 0.7947 |
192
+ | No log | 4.6230 | 282 | 0.6270 | 0.3942 | 0.6270 | 0.7918 |
193
+ | No log | 4.6557 | 284 | 0.6141 | 0.3942 | 0.6141 | 0.7836 |
194
+ | No log | 4.6885 | 286 | 0.6147 | 0.3942 | 0.6147 | 0.7840 |
195
+ | No log | 4.7213 | 288 | 0.6634 | 0.4161 | 0.6634 | 0.8145 |
196
+ | No log | 4.7541 | 290 | 0.7073 | 0.4594 | 0.7073 | 0.8410 |
197
+ | No log | 4.7869 | 292 | 0.6996 | 0.4463 | 0.6996 | 0.8364 |
198
+ | No log | 4.8197 | 294 | 0.6466 | 0.4064 | 0.6466 | 0.8041 |
199
+ | No log | 4.8525 | 296 | 0.6456 | 0.4216 | 0.6456 | 0.8035 |
200
+ | No log | 4.8852 | 298 | 0.6324 | 0.3919 | 0.6324 | 0.7953 |
201
+ | No log | 4.9180 | 300 | 0.6522 | 0.4875 | 0.6522 | 0.8076 |
202
+ | No log | 4.9508 | 302 | 0.7398 | 0.5200 | 0.7398 | 0.8601 |
203
+ | No log | 4.9836 | 304 | 0.7847 | 0.4161 | 0.7847 | 0.8859 |
204
+ | No log | 5.0164 | 306 | 0.6798 | 0.4690 | 0.6798 | 0.8245 |
205
+ | No log | 5.0492 | 308 | 0.5810 | 0.4635 | 0.5810 | 0.7622 |
206
+ | No log | 5.0820 | 310 | 0.6113 | 0.4234 | 0.6113 | 0.7819 |
207
+ | No log | 5.1148 | 312 | 0.6300 | 0.3746 | 0.6300 | 0.7937 |
208
+ | No log | 5.1475 | 314 | 0.5917 | 0.4701 | 0.5917 | 0.7692 |
209
+ | No log | 5.1803 | 316 | 0.6231 | 0.4480 | 0.6231 | 0.7894 |
210
+ | No log | 5.2131 | 318 | 0.7202 | 0.4987 | 0.7202 | 0.8487 |
211
+ | No log | 5.2459 | 320 | 0.7532 | 0.4740 | 0.7532 | 0.8679 |
212
+ | No log | 5.2787 | 322 | 0.6834 | 0.4761 | 0.6834 | 0.8267 |
213
+ | No log | 5.3115 | 324 | 0.6007 | 0.4776 | 0.6007 | 0.7751 |
214
+ | No log | 5.3443 | 326 | 0.6265 | 0.4260 | 0.6265 | 0.7915 |
215
+ | No log | 5.3770 | 328 | 0.6420 | 0.3615 | 0.6420 | 0.8013 |
216
+ | No log | 5.4098 | 330 | 0.6191 | 0.3615 | 0.6191 | 0.7868 |
217
+ | No log | 5.4426 | 332 | 0.5796 | 0.5056 | 0.5796 | 0.7613 |
218
+ | No log | 5.4754 | 334 | 0.5672 | 0.4364 | 0.5672 | 0.7531 |
219
+ | No log | 5.5082 | 336 | 0.6423 | 0.5184 | 0.6423 | 0.8014 |
220
+ | No log | 5.5410 | 338 | 0.7332 | 0.4740 | 0.7332 | 0.8562 |
221
+ | No log | 5.5738 | 340 | 0.8237 | 0.4243 | 0.8237 | 0.9076 |
222
+ | No log | 5.6066 | 342 | 0.7773 | 0.4243 | 0.7773 | 0.8817 |
223
+ | No log | 5.6393 | 344 | 0.6355 | 0.5046 | 0.6355 | 0.7972 |
224
+ | No log | 5.6721 | 346 | 0.5821 | 0.5509 | 0.5821 | 0.7629 |
225
+ | No log | 5.7049 | 348 | 0.5974 | 0.5636 | 0.5974 | 0.7729 |
226
+ | No log | 5.7377 | 350 | 0.6743 | 0.4527 | 0.6743 | 0.8212 |
227
+ | No log | 5.7705 | 352 | 0.6946 | 0.4122 | 0.6946 | 0.8334 |
228
+ | No log | 5.8033 | 354 | 0.6499 | 0.4341 | 0.6499 | 0.8062 |
229
+ | No log | 5.8361 | 356 | 0.5871 | 0.4674 | 0.5871 | 0.7662 |
230
+ | No log | 5.8689 | 358 | 0.5481 | 0.4249 | 0.5481 | 0.7403 |
231
+ | No log | 5.9016 | 360 | 0.5515 | 0.3974 | 0.5515 | 0.7427 |
232
+ | No log | 5.9344 | 362 | 0.5888 | 0.4434 | 0.5888 | 0.7673 |
233
+ | No log | 5.9672 | 364 | 0.6362 | 0.4225 | 0.6362 | 0.7976 |
234
+ | No log | 6.0 | 366 | 0.6698 | 0.4800 | 0.6698 | 0.8184 |
235
+ | No log | 6.0328 | 368 | 0.6479 | 0.4868 | 0.6479 | 0.8049 |
236
+ | No log | 6.0656 | 370 | 0.5874 | 0.5200 | 0.5874 | 0.7664 |
237
+ | No log | 6.0984 | 372 | 0.6255 | 0.4952 | 0.6255 | 0.7909 |
238
+ | No log | 6.1311 | 374 | 0.7743 | 0.3946 | 0.7743 | 0.8799 |
239
+ | No log | 6.1639 | 376 | 0.8734 | 0.3671 | 0.8734 | 0.9346 |
240
+ | No log | 6.1967 | 378 | 0.8330 | 0.3451 | 0.8330 | 0.9127 |
241
+ | No log | 6.2295 | 380 | 0.7046 | 0.3916 | 0.7046 | 0.8394 |
242
+ | No log | 6.2623 | 382 | 0.5860 | 0.4444 | 0.5860 | 0.7655 |
243
+ | No log | 6.2951 | 384 | 0.5908 | 0.4182 | 0.5908 | 0.7686 |
244
+ | No log | 6.3279 | 386 | 0.6051 | 0.4414 | 0.6051 | 0.7779 |
245
+ | No log | 6.3607 | 388 | 0.5861 | 0.4504 | 0.5861 | 0.7656 |
246
+ | No log | 6.3934 | 390 | 0.6193 | 0.5044 | 0.6193 | 0.7870 |
247
+ | No log | 6.4262 | 392 | 0.7188 | 0.2903 | 0.7188 | 0.8478 |
248
+ | No log | 6.4590 | 394 | 0.7584 | 0.3131 | 0.7584 | 0.8709 |
249
+ | No log | 6.4918 | 396 | 0.6983 | 0.3362 | 0.6983 | 0.8356 |
250
+ | No log | 6.5246 | 398 | 0.6370 | 0.5184 | 0.6370 | 0.7981 |
251
+ | No log | 6.5574 | 400 | 0.5933 | 0.4738 | 0.5933 | 0.7702 |
252
+ | No log | 6.5902 | 402 | 0.5821 | 0.5516 | 0.5821 | 0.7630 |
253
+ | No log | 6.6230 | 404 | 0.5538 | 0.4962 | 0.5538 | 0.7442 |
254
+ | No log | 6.6557 | 406 | 0.5313 | 0.4857 | 0.5313 | 0.7289 |
255
+ | No log | 6.6885 | 408 | 0.5236 | 0.5143 | 0.5236 | 0.7236 |
256
+ | No log | 6.7213 | 410 | 0.5410 | 0.5283 | 0.5410 | 0.7355 |
257
+ | No log | 6.7541 | 412 | 0.5571 | 0.4868 | 0.5571 | 0.7464 |
258
+ | No log | 6.7869 | 414 | 0.5347 | 0.5283 | 0.5347 | 0.7313 |
259
+ | No log | 6.8197 | 416 | 0.5081 | 0.5098 | 0.5081 | 0.7128 |
260
+ | No log | 6.8525 | 418 | 0.5081 | 0.5195 | 0.5081 | 0.7128 |
261
+ | No log | 6.8852 | 420 | 0.5635 | 0.5378 | 0.5635 | 0.7507 |
262
+ | No log | 6.9180 | 422 | 0.6032 | 0.5393 | 0.6032 | 0.7767 |
263
+ | No log | 6.9508 | 424 | 0.5958 | 0.5184 | 0.5958 | 0.7719 |
264
+ | No log | 6.9836 | 426 | 0.5847 | 0.5249 | 0.5847 | 0.7647 |
265
+ | No log | 7.0164 | 428 | 0.5932 | 0.5184 | 0.5932 | 0.7702 |
266
+ | No log | 7.0492 | 430 | 0.5862 | 0.5030 | 0.5862 | 0.7656 |
267
+ | No log | 7.0820 | 432 | 0.5872 | 0.5220 | 0.5872 | 0.7663 |
268
+ | No log | 7.1148 | 434 | 0.6244 | 0.5603 | 0.6244 | 0.7902 |
269
+ | No log | 7.1475 | 436 | 0.6430 | 0.5166 | 0.6430 | 0.8019 |
270
+ | No log | 7.1803 | 438 | 0.6274 | 0.5636 | 0.6274 | 0.7921 |
271
+ | No log | 7.2131 | 440 | 0.6072 | 0.6078 | 0.6072 | 0.7793 |
272
+ | No log | 7.2459 | 442 | 0.5855 | 0.5516 | 0.5855 | 0.7652 |
273
+ | No log | 7.2787 | 444 | 0.5756 | 0.5302 | 0.5756 | 0.7587 |
274
+ | No log | 7.3115 | 446 | 0.5960 | 0.5250 | 0.5960 | 0.7720 |
275
+ | No log | 7.3443 | 448 | 0.6149 | 0.5809 | 0.6149 | 0.7841 |
276
+ | No log | 7.3770 | 450 | 0.6603 | 0.5283 | 0.6603 | 0.8126 |
277
+ | No log | 7.4098 | 452 | 0.6507 | 0.5932 | 0.6507 | 0.8067 |
278
+ | No log | 7.4426 | 454 | 0.6328 | 0.5302 | 0.6328 | 0.7955 |
279
+ | No log | 7.4754 | 456 | 0.6519 | 0.4883 | 0.6519 | 0.8074 |
280
+ | No log | 7.5082 | 458 | 0.6418 | 0.5243 | 0.6418 | 0.8011 |
281
+ | No log | 7.5410 | 460 | 0.6560 | 0.5738 | 0.6560 | 0.8099 |
282
+ | No log | 7.5738 | 462 | 0.6425 | 0.5144 | 0.6425 | 0.8015 |
283
+ | No log | 7.6066 | 464 | 0.6158 | 0.4734 | 0.6158 | 0.7847 |
284
+ | No log | 7.6393 | 466 | 0.5839 | 0.4423 | 0.5839 | 0.7642 |
285
+ | No log | 7.6721 | 468 | 0.5973 | 0.4114 | 0.5973 | 0.7729 |
286
+ | No log | 7.7049 | 470 | 0.6090 | 0.4171 | 0.6090 | 0.7804 |
287
+ | No log | 7.7377 | 472 | 0.6098 | 0.4463 | 0.6098 | 0.7809 |
288
+ | No log | 7.7705 | 474 | 0.6071 | 0.4217 | 0.6071 | 0.7791 |
289
+ | No log | 7.8033 | 476 | 0.6061 | 0.4217 | 0.6061 | 0.7785 |
290
+ | No log | 7.8361 | 478 | 0.6045 | 0.4217 | 0.6045 | 0.7775 |
291
+ | No log | 7.8689 | 480 | 0.6001 | 0.3910 | 0.6001 | 0.7747 |
292
+ | No log | 7.9016 | 482 | 0.5930 | 0.4386 | 0.5930 | 0.7701 |
293
+ | No log | 7.9344 | 484 | 0.6119 | 0.4189 | 0.6119 | 0.7822 |
294
+ | No log | 7.9672 | 486 | 0.6280 | 0.4544 | 0.6280 | 0.7925 |
295
+ | No log | 8.0 | 488 | 0.6282 | 0.4834 | 0.6282 | 0.7926 |
296
+ | No log | 8.0328 | 490 | 0.5772 | 0.4655 | 0.5772 | 0.7597 |
297
+ | No log | 8.0656 | 492 | 0.5474 | 0.4160 | 0.5474 | 0.7399 |
298
+ | No log | 8.0984 | 494 | 0.5458 | 0.4194 | 0.5458 | 0.7388 |
299
+ | No log | 8.1311 | 496 | 0.5380 | 0.4253 | 0.5380 | 0.7335 |
300
+ | No log | 8.1639 | 498 | 0.5221 | 0.4194 | 0.5221 | 0.7226 |
301
+ | 0.3019 | 8.1967 | 500 | 0.5129 | 0.4722 | 0.5129 | 0.7162 |
302
+ | 0.3019 | 8.2295 | 502 | 0.5428 | 0.4979 | 0.5428 | 0.7367 |
303
+ | 0.3019 | 8.2623 | 504 | 0.5931 | 0.4509 | 0.5931 | 0.7701 |
304
+ | 0.3019 | 8.2951 | 506 | 0.6149 | 0.3993 | 0.6149 | 0.7842 |
305
+ | 0.3019 | 8.3279 | 508 | 0.5532 | 0.4674 | 0.5532 | 0.7438 |
306
+ | 0.3019 | 8.3607 | 510 | 0.5098 | 0.4949 | 0.5098 | 0.7140 |
307
+ | 0.3019 | 8.3934 | 512 | 0.5006 | 0.3945 | 0.5006 | 0.7076 |
308
+ | 0.3019 | 8.4262 | 514 | 0.5085 | 0.4547 | 0.5085 | 0.7131 |
309
+ | 0.3019 | 8.4590 | 516 | 0.5163 | 0.4526 | 0.5163 | 0.7185 |
310
+ | 0.3019 | 8.4918 | 518 | 0.5222 | 0.4463 | 0.5222 | 0.7226 |
311
+ | 0.3019 | 8.5246 | 520 | 0.5273 | 0.4402 | 0.5273 | 0.7261 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
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