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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task3_organization

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@@ -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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task3_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task3_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: 0.9437
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- - Qwk: -0.1211
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- - Mse: 0.9437
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- - Rmse: 0.9715
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  ## Model description
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@@ -47,278 +47,527 @@ 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 | 0.05 | 2 | 3.5744 | -0.0247 | 3.5744 | 1.8906 |
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- | No log | 0.1 | 4 | 1.7428 | 0.0772 | 1.7428 | 1.3202 |
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- | No log | 0.15 | 6 | 1.2865 | 0.0 | 1.2865 | 1.1343 |
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- | No log | 0.2 | 8 | 0.9801 | -0.0385 | 0.9801 | 0.9900 |
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- | No log | 0.25 | 10 | 0.9432 | -0.0013 | 0.9432 | 0.9712 |
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- | No log | 0.3 | 12 | 0.9716 | -0.0301 | 0.9716 | 0.9857 |
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- | No log | 0.35 | 14 | 1.0805 | -0.0012 | 1.0805 | 1.0395 |
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- | No log | 0.4 | 16 | 1.2473 | -0.0241 | 1.2473 | 1.1168 |
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- | No log | 0.45 | 18 | 1.2641 | -0.0234 | 1.2641 | 1.1243 |
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- | No log | 0.5 | 20 | 1.1927 | 0.0048 | 1.1927 | 1.0921 |
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- | No log | 0.55 | 22 | 1.0495 | 0.0196 | 1.0495 | 1.0245 |
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- | No log | 0.6 | 24 | 0.8781 | 0.0609 | 0.8781 | 0.9371 |
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- | No log | 0.65 | 26 | 0.8649 | 0.0260 | 0.8649 | 0.9300 |
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- | No log | 0.7 | 28 | 0.9597 | -0.0117 | 0.9597 | 0.9796 |
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- | No log | 0.75 | 30 | 1.1594 | -0.0221 | 1.1594 | 1.0767 |
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- | No log | 0.8 | 32 | 1.0936 | -0.0234 | 1.0936 | 1.0458 |
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- | No log | 0.85 | 34 | 0.9065 | -0.0301 | 0.9065 | 0.9521 |
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- | No log | 0.9 | 36 | 0.7650 | -0.0662 | 0.7650 | 0.8746 |
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- | No log | 0.95 | 38 | 0.7201 | 0.0 | 0.7201 | 0.8486 |
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- | No log | 1.0 | 40 | 0.6737 | 0.0 | 0.6737 | 0.8208 |
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- | No log | 1.05 | 42 | 0.7805 | 0.0909 | 0.7805 | 0.8835 |
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- | No log | 1.1 | 44 | 1.6287 | -0.0468 | 1.6287 | 1.2762 |
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- | No log | 1.15 | 46 | 1.7145 | 0.0016 | 1.7145 | 1.3094 |
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- | No log | 1.2 | 48 | 1.0334 | -0.1283 | 1.0334 | 1.0166 |
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- | No log | 1.25 | 50 | 0.7481 | 0.1021 | 0.7481 | 0.8650 |
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- | No log | 1.3 | 52 | 0.7786 | -0.0160 | 0.7786 | 0.8824 |
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- | No log | 1.35 | 54 | 0.7718 | -0.1230 | 0.7718 | 0.8785 |
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- | No log | 1.4 | 56 | 0.7633 | -0.1774 | 0.7633 | 0.8737 |
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- | No log | 1.45 | 58 | 0.7455 | 0.0 | 0.7455 | 0.8634 |
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- | No log | 1.5 | 60 | 0.7336 | -0.0499 | 0.7336 | 0.8565 |
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- | No log | 1.55 | 62 | 0.7670 | -0.0499 | 0.7670 | 0.8758 |
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- | No log | 1.6 | 64 | 0.9350 | -0.1636 | 0.9350 | 0.9669 |
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- | No log | 1.65 | 66 | 0.9695 | -0.0628 | 0.9695 | 0.9846 |
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- | No log | 1.7 | 68 | 0.8716 | -0.0886 | 0.8716 | 0.9336 |
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- | No log | 1.75 | 70 | 0.8317 | -0.0790 | 0.8317 | 0.9120 |
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- | No log | 1.8 | 72 | 0.8409 | -0.1251 | 0.8409 | 0.9170 |
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- | No log | 1.85 | 74 | 0.8695 | -0.0474 | 0.8695 | 0.9325 |
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- | No log | 1.9 | 76 | 0.8868 | 0.0676 | 0.8868 | 0.9417 |
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- | No log | 1.95 | 78 | 1.1033 | -0.0658 | 1.1033 | 1.0504 |
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- | No log | 2.0 | 80 | 1.1922 | -0.0385 | 1.1922 | 1.0919 |
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- | No log | 2.05 | 82 | 1.0649 | -0.1238 | 1.0649 | 1.0319 |
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- | No log | 2.1 | 84 | 0.9259 | 0.0277 | 0.9259 | 0.9622 |
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- | No log | 2.15 | 86 | 0.9421 | -0.0424 | 0.9421 | 0.9706 |
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- | No log | 2.2 | 88 | 1.0032 | 0.0545 | 1.0032 | 1.0016 |
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- | No log | 2.25 | 90 | 0.9030 | 0.0871 | 0.9030 | 0.9503 |
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- | No log | 2.3 | 92 | 0.7777 | -0.1100 | 0.7777 | 0.8819 |
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- | No log | 2.35 | 94 | 0.7713 | -0.1040 | 0.7713 | 0.8782 |
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- | No log | 2.4 | 96 | 0.8659 | 0.0871 | 0.8659 | 0.9305 |
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- | No log | 2.45 | 98 | 1.1417 | -0.0539 | 1.1417 | 1.0685 |
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- | No log | 2.5 | 100 | 0.9678 | -0.1257 | 0.9678 | 0.9838 |
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- | No log | 2.55 | 102 | 0.7695 | -0.0091 | 0.7695 | 0.8772 |
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- | No log | 2.6 | 104 | 0.7827 | 0.0033 | 0.7827 | 0.8847 |
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- | No log | 2.65 | 106 | 0.8505 | -0.1066 | 0.8505 | 0.9222 |
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- | No log | 2.7 | 108 | 1.0365 | -0.1214 | 1.0365 | 1.0181 |
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- | No log | 2.75 | 110 | 0.9230 | -0.0790 | 0.9230 | 0.9607 |
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- | No log | 2.8 | 112 | 0.7883 | 0.0318 | 0.7883 | 0.8879 |
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- | No log | 2.85 | 114 | 0.7733 | 0.1553 | 0.7733 | 0.8794 |
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- | No log | 2.9 | 116 | 0.8098 | 0.0956 | 0.8098 | 0.8999 |
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- | No log | 2.95 | 118 | 0.7505 | -0.0062 | 0.7505 | 0.8663 |
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- | No log | 3.0 | 120 | 0.7936 | 0.0 | 0.7936 | 0.8908 |
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- | No log | 3.05 | 122 | 0.8609 | 0.0 | 0.8609 | 0.9279 |
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- | No log | 3.1 | 124 | 0.9310 | -0.0322 | 0.9310 | 0.9649 |
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- | No log | 3.15 | 126 | 0.8571 | 0.0355 | 0.8571 | 0.9258 |
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- | No log | 3.2 | 128 | 0.8365 | 0.0209 | 0.8365 | 0.9146 |
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- | No log | 3.25 | 130 | 0.8122 | -0.0406 | 0.8122 | 0.9012 |
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- | No log | 3.3 | 132 | 0.9313 | -0.0456 | 0.9313 | 0.9650 |
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- | No log | 3.35 | 134 | 0.8412 | 0.0296 | 0.8412 | 0.9172 |
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- | No log | 3.4 | 136 | 0.7693 | -0.0532 | 0.7693 | 0.8771 |
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- | No log | 3.45 | 138 | 0.7334 | 0.1021 | 0.7334 | 0.8564 |
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- | No log | 3.5 | 140 | 0.7370 | 0.0416 | 0.7370 | 0.8585 |
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- | No log | 3.55 | 142 | 0.7797 | 0.0334 | 0.7797 | 0.8830 |
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- | No log | 3.6 | 144 | 0.7471 | 0.1082 | 0.7471 | 0.8643 |
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- | No log | 3.65 | 146 | 0.7416 | 0.1082 | 0.7416 | 0.8612 |
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- | No log | 3.7 | 148 | 0.7652 | 0.1021 | 0.7652 | 0.8748 |
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- | No log | 3.75 | 150 | 0.7866 | -0.0032 | 0.7866 | 0.8869 |
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- | No log | 3.8 | 152 | 0.8035 | -0.0612 | 0.8035 | 0.8964 |
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- | No log | 3.85 | 154 | 0.8160 | -0.1470 | 0.8160 | 0.9033 |
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- | No log | 3.9 | 156 | 0.8306 | -0.1330 | 0.8306 | 0.9114 |
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- | No log | 3.95 | 158 | 0.8207 | -0.0125 | 0.8207 | 0.9060 |
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- | No log | 4.0 | 160 | 0.8237 | -0.0578 | 0.8237 | 0.9076 |
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- | No log | 4.05 | 162 | 0.8599 | -0.0334 | 0.8599 | 0.9273 |
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- | No log | 4.1 | 164 | 0.8896 | -0.0647 | 0.8896 | 0.9432 |
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- | No log | 4.15 | 166 | 1.0643 | -0.0077 | 1.0643 | 1.0317 |
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- | No log | 4.2 | 168 | 1.0135 | -0.0204 | 1.0135 | 1.0067 |
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- | No log | 4.25 | 170 | 0.9710 | -0.1741 | 0.9710 | 0.9854 |
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- | No log | 4.3 | 172 | 0.9691 | -0.0180 | 0.9691 | 0.9844 |
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- | No log | 4.35 | 174 | 1.0254 | -0.0159 | 1.0254 | 1.0126 |
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- | No log | 4.4 | 176 | 0.9176 | -0.1091 | 0.9176 | 0.9579 |
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- | No log | 4.45 | 178 | 0.8530 | -0.0506 | 0.8530 | 0.9236 |
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- | No log | 4.5 | 180 | 0.8473 | 0.0432 | 0.8473 | 0.9205 |
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- | No log | 4.55 | 182 | 0.9410 | -0.1194 | 0.9410 | 0.9701 |
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- | No log | 4.6 | 184 | 0.9467 | -0.1194 | 0.9467 | 0.9730 |
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- | No log | 4.65 | 186 | 0.9260 | -0.1187 | 0.9260 | 0.9623 |
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- | No log | 4.7 | 188 | 0.9856 | -0.0336 | 0.9856 | 0.9928 |
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- | No log | 4.75 | 190 | 0.8996 | -0.1176 | 0.8996 | 0.9485 |
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- | No log | 4.8 | 192 | 0.9705 | -0.0331 | 0.9705 | 0.9852 |
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- | No log | 4.85 | 194 | 0.8886 | -0.0264 | 0.8886 | 0.9426 |
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- | No log | 4.9 | 196 | 0.8623 | -0.1204 | 0.8623 | 0.9286 |
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- | No log | 4.95 | 198 | 0.8549 | -0.0483 | 0.8549 | 0.9246 |
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- | No log | 5.0 | 200 | 0.8678 | -0.0628 | 0.8678 | 0.9316 |
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- | No log | 5.05 | 202 | 0.8979 | -0.0533 | 0.8979 | 0.9476 |
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- | No log | 5.1 | 204 | 0.9535 | -0.1874 | 0.9535 | 0.9765 |
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- | No log | 5.15 | 206 | 0.9136 | -0.1393 | 0.9136 | 0.9558 |
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- | No log | 5.2 | 208 | 0.8553 | -0.1969 | 0.8553 | 0.9248 |
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- | No log | 5.25 | 210 | 0.8158 | -0.1527 | 0.8158 | 0.9032 |
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- | No log | 5.3 | 212 | 0.7664 | 0.0 | 0.7664 | 0.8754 |
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- | No log | 5.35 | 214 | 0.7900 | -0.0179 | 0.7900 | 0.8888 |
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- | No log | 5.4 | 216 | 0.8596 | 0.0282 | 0.8596 | 0.9271 |
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- | No log | 5.45 | 218 | 0.8144 | -0.0660 | 0.8144 | 0.9024 |
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- | No log | 5.5 | 220 | 0.8175 | -0.0179 | 0.8175 | 0.9042 |
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- | No log | 5.55 | 222 | 0.8249 | -0.1106 | 0.8249 | 0.9082 |
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- | No log | 5.6 | 224 | 0.9064 | -0.0690 | 0.9064 | 0.9520 |
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- | No log | 5.65 | 226 | 0.9010 | -0.1116 | 0.9010 | 0.9492 |
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- | No log | 5.7 | 228 | 0.9263 | -0.1299 | 0.9263 | 0.9625 |
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- | No log | 5.75 | 230 | 0.9376 | -0.1245 | 0.9376 | 0.9683 |
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- | No log | 5.8 | 232 | 0.9322 | -0.1871 | 0.9322 | 0.9655 |
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- | No log | 5.85 | 234 | 1.2006 | -0.0757 | 1.2006 | 1.0957 |
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- | No log | 5.9 | 236 | 1.5093 | -0.1383 | 1.5093 | 1.2285 |
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- | No log | 5.95 | 238 | 1.2547 | -0.0513 | 1.2547 | 1.1201 |
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- | No log | 6.0 | 240 | 0.8832 | -0.0739 | 0.8832 | 0.9398 |
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- | No log | 6.05 | 242 | 0.8127 | -0.1547 | 0.8127 | 0.9015 |
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- | No log | 6.1 | 244 | 0.8069 | -0.2006 | 0.8069 | 0.8983 |
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- | No log | 6.15 | 246 | 0.7767 | 0.0 | 0.7767 | 0.8813 |
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- | No log | 6.2 | 248 | 0.8701 | 0.0129 | 0.8701 | 0.9328 |
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- | No log | 6.25 | 250 | 1.0689 | -0.1665 | 1.0689 | 1.0339 |
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- | No log | 6.3 | 252 | 0.9893 | -0.0842 | 0.9893 | 0.9946 |
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- | No log | 6.35 | 254 | 0.7984 | 0.0436 | 0.7984 | 0.8935 |
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- | No log | 6.4 | 256 | 0.7776 | -0.2006 | 0.7776 | 0.8818 |
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- | No log | 6.45 | 258 | 0.7839 | -0.2006 | 0.7839 | 0.8854 |
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- | No log | 6.5 | 260 | 0.7508 | 0.0 | 0.7508 | 0.8665 |
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- | No log | 6.55 | 262 | 0.8326 | 0.0714 | 0.8326 | 0.9125 |
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- | No log | 6.6 | 264 | 0.9395 | -0.1261 | 0.9395 | 0.9693 |
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- | No log | 6.65 | 266 | 0.9281 | -0.1251 | 0.9281 | 0.9634 |
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- | No log | 6.7 | 268 | 0.8906 | -0.2062 | 0.8906 | 0.9437 |
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- | No log | 6.75 | 270 | 0.8864 | -0.2008 | 0.8864 | 0.9415 |
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- | No log | 6.8 | 272 | 0.8849 | -0.0984 | 0.8849 | 0.9407 |
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- | No log | 6.85 | 274 | 0.8936 | -0.1172 | 0.8936 | 0.9453 |
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- | No log | 6.9 | 276 | 0.9298 | -0.0939 | 0.9298 | 0.9643 |
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- | No log | 6.95 | 278 | 0.9852 | -0.0572 | 0.9852 | 0.9926 |
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- | No log | 7.0 | 280 | 0.9714 | -0.0373 | 0.9714 | 0.9856 |
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- | No log | 7.05 | 282 | 0.9024 | -0.0370 | 0.9024 | 0.9499 |
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- | No log | 7.1 | 284 | 0.8648 | 0.0209 | 0.8648 | 0.9299 |
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- | No log | 7.15 | 286 | 0.8479 | 0.0209 | 0.8479 | 0.9208 |
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- | No log | 7.2 | 288 | 0.8349 | -0.0488 | 0.8349 | 0.9137 |
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- | No log | 7.25 | 290 | 0.8255 | -0.0062 | 0.8255 | 0.9086 |
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- | No log | 7.3 | 292 | 0.8586 | -0.1208 | 0.8586 | 0.9266 |
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- | No log | 7.35 | 294 | 0.8767 | -0.0730 | 0.8767 | 0.9363 |
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- | No log | 7.4 | 296 | 0.8990 | -0.0999 | 0.8990 | 0.9481 |
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- | No log | 7.45 | 298 | 0.9349 | -0.1905 | 0.9349 | 0.9669 |
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- | No log | 7.5 | 300 | 0.9705 | -0.0180 | 0.9705 | 0.9851 |
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- | No log | 7.55 | 302 | 0.9729 | -0.1278 | 0.9729 | 0.9864 |
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- | No log | 7.6 | 304 | 0.9217 | -0.1452 | 0.9217 | 0.9600 |
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- | No log | 7.65 | 306 | 0.8567 | -0.0643 | 0.8567 | 0.9256 |
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- | No log | 7.7 | 308 | 0.8153 | -0.0113 | 0.8153 | 0.9029 |
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- | No log | 7.75 | 310 | 0.7990 | 0.0432 | 0.7990 | 0.8939 |
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- | No log | 7.8 | 312 | 0.8078 | 0.0670 | 0.8078 | 0.8988 |
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- | No log | 7.85 | 314 | 0.8410 | 0.0512 | 0.8410 | 0.9171 |
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- | No log | 7.9 | 316 | 0.8510 | 0.0512 | 0.8510 | 0.9225 |
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- | No log | 7.95 | 318 | 0.7814 | 0.0225 | 0.7814 | 0.8839 |
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- | No log | 8.0 | 320 | 0.8032 | -0.0350 | 0.8032 | 0.8962 |
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- | No log | 8.05 | 322 | 0.8575 | 0.0249 | 0.8575 | 0.9260 |
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- | No log | 8.1 | 324 | 0.8303 | -0.0350 | 0.8303 | 0.9112 |
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- | No log | 8.15 | 326 | 0.8418 | -0.0524 | 0.8418 | 0.9175 |
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- | No log | 8.2 | 328 | 0.9120 | -0.0295 | 0.9120 | 0.9550 |
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- | No log | 8.25 | 330 | 0.9298 | -0.1755 | 0.9298 | 0.9643 |
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- | No log | 8.3 | 332 | 0.9563 | -0.0622 | 0.9563 | 0.9779 |
218
- | No log | 8.35 | 334 | 1.0364 | 0.0007 | 1.0364 | 1.0180 |
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- | No log | 8.4 | 336 | 1.0529 | -0.0204 | 1.0529 | 1.0261 |
220
- | No log | 8.45 | 338 | 0.9354 | -0.0133 | 0.9354 | 0.9671 |
221
- | No log | 8.5 | 340 | 0.9141 | -0.1072 | 0.9141 | 0.9561 |
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- | No log | 8.55 | 342 | 0.9372 | -0.1623 | 0.9372 | 0.9681 |
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- | No log | 8.6 | 344 | 0.8925 | 0.0053 | 0.8925 | 0.9447 |
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- | No log | 8.65 | 346 | 0.8747 | -0.0831 | 0.8747 | 0.9352 |
225
- | No log | 8.7 | 348 | 0.8450 | -0.1040 | 0.8450 | 0.9192 |
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- | No log | 8.75 | 350 | 0.8334 | -0.0612 | 0.8334 | 0.9129 |
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- | No log | 8.8 | 352 | 0.8475 | -0.1459 | 0.8475 | 0.9206 |
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- | No log | 8.85 | 354 | 0.8872 | -0.1333 | 0.8872 | 0.9419 |
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- | No log | 8.9 | 356 | 0.9413 | -0.1452 | 0.9413 | 0.9702 |
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- | No log | 8.95 | 358 | 0.9935 | -0.2425 | 0.9935 | 0.9968 |
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- | No log | 9.0 | 360 | 0.9720 | -0.2698 | 0.9720 | 0.9859 |
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- | No log | 9.05 | 362 | 0.9763 | -0.0248 | 0.9763 | 0.9881 |
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- | No log | 9.1 | 364 | 0.9180 | -0.0350 | 0.9180 | 0.9581 |
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- | No log | 9.15 | 366 | 0.8894 | -0.0387 | 0.8894 | 0.9431 |
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- | No log | 9.2 | 368 | 0.8890 | -0.1457 | 0.8890 | 0.9429 |
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- | No log | 9.25 | 370 | 0.9174 | -0.0373 | 0.9174 | 0.9578 |
237
- | No log | 9.3 | 372 | 0.9446 | -0.0408 | 0.9446 | 0.9719 |
238
- | No log | 9.35 | 374 | 0.9711 | -0.1894 | 0.9711 | 0.9855 |
239
- | No log | 9.4 | 376 | 0.9710 | -0.1894 | 0.9710 | 0.9854 |
240
- | No log | 9.45 | 378 | 0.9653 | -0.1066 | 0.9653 | 0.9825 |
241
- | No log | 9.5 | 380 | 0.9427 | -0.1060 | 0.9427 | 0.9709 |
242
- | No log | 9.55 | 382 | 0.9306 | -0.2381 | 0.9306 | 0.9647 |
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- | No log | 9.6 | 384 | 0.9357 | -0.2381 | 0.9357 | 0.9673 |
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- | No log | 9.65 | 386 | 0.9723 | -0.1730 | 0.9723 | 0.9860 |
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- | No log | 9.7 | 388 | 1.0015 | 0.0347 | 1.0015 | 1.0008 |
246
- | No log | 9.75 | 390 | 0.9993 | 0.0285 | 0.9993 | 0.9996 |
247
- | No log | 9.8 | 392 | 0.9365 | -0.1715 | 0.9365 | 0.9678 |
248
- | No log | 9.85 | 394 | 0.9032 | -0.0209 | 0.9032 | 0.9504 |
249
- | No log | 9.9 | 396 | 0.8564 | -0.0567 | 0.8564 | 0.9254 |
250
- | No log | 9.95 | 398 | 0.8269 | -0.0958 | 0.8269 | 0.9093 |
251
- | No log | 10.0 | 400 | 0.8246 | -0.0949 | 0.8246 | 0.9081 |
252
- | No log | 10.05 | 402 | 0.8292 | -0.0488 | 0.8292 | 0.9106 |
253
- | No log | 10.1 | 404 | 0.9071 | -0.1518 | 0.9071 | 0.9524 |
254
- | No log | 10.15 | 406 | 0.9883 | -0.2316 | 0.9883 | 0.9941 |
255
- | No log | 10.2 | 408 | 1.0084 | -0.1163 | 1.0084 | 1.0042 |
256
- | No log | 10.25 | 410 | 1.0992 | -0.0159 | 1.0992 | 1.0484 |
257
- | No log | 10.3 | 412 | 1.1429 | -0.0670 | 1.1429 | 1.0691 |
258
- | No log | 10.35 | 414 | 1.0497 | -0.0056 | 1.0497 | 1.0245 |
259
- | No log | 10.4 | 416 | 0.9522 | -0.1755 | 0.9522 | 0.9758 |
260
- | No log | 10.45 | 418 | 0.8999 | -0.2116 | 0.8999 | 0.9486 |
261
- | No log | 10.5 | 420 | 0.8676 | -0.1176 | 0.8676 | 0.9315 |
262
- | No log | 10.55 | 422 | 0.8815 | 0.0085 | 0.8815 | 0.9389 |
263
- | No log | 10.6 | 424 | 0.9280 | 0.0285 | 0.9280 | 0.9633 |
264
- | No log | 10.65 | 426 | 0.9596 | 0.0347 | 0.9596 | 0.9796 |
265
- | No log | 10.7 | 428 | 0.9504 | 0.0285 | 0.9504 | 0.9749 |
266
- | No log | 10.75 | 430 | 0.9087 | 0.0192 | 0.9087 | 0.9532 |
267
- | No log | 10.8 | 432 | 0.8922 | -0.0334 | 0.8922 | 0.9446 |
268
- | No log | 10.85 | 434 | 0.8640 | -0.0567 | 0.8640 | 0.9295 |
269
- | No log | 10.9 | 436 | 0.8378 | -0.0550 | 0.8378 | 0.9153 |
270
- | No log | 10.95 | 438 | 0.8355 | -0.0387 | 0.8355 | 0.9141 |
271
- | No log | 11.0 | 440 | 0.8540 | -0.0837 | 0.8540 | 0.9241 |
272
- | No log | 11.05 | 442 | 0.8507 | -0.0837 | 0.8507 | 0.9224 |
273
- | No log | 11.1 | 444 | 0.8493 | -0.0152 | 0.8493 | 0.9216 |
274
- | No log | 11.15 | 446 | 0.8879 | -0.1249 | 0.8879 | 0.9423 |
275
- | No log | 11.2 | 448 | 0.8909 | -0.1249 | 0.8909 | 0.9439 |
276
- | No log | 11.25 | 450 | 0.8285 | 0.0807 | 0.8285 | 0.9102 |
277
- | No log | 11.3 | 452 | 0.8223 | 0.0436 | 0.8223 | 0.9068 |
278
- | No log | 11.35 | 454 | 0.8250 | -0.0967 | 0.8250 | 0.9083 |
279
- | No log | 11.4 | 456 | 0.8163 | 0.0 | 0.8163 | 0.9035 |
280
- | No log | 11.45 | 458 | 0.7920 | 0.0031 | 0.7920 | 0.8900 |
281
- | No log | 11.5 | 460 | 0.7797 | 0.1021 | 0.7797 | 0.8830 |
282
- | No log | 11.55 | 462 | 0.8622 | -0.0287 | 0.8622 | 0.9286 |
283
- | No log | 11.6 | 464 | 0.9138 | -0.0823 | 0.9138 | 0.9559 |
284
- | No log | 11.65 | 466 | 0.8647 | 0.0807 | 0.8647 | 0.9299 |
285
- | No log | 11.7 | 468 | 0.8348 | 0.0030 | 0.8348 | 0.9137 |
286
- | No log | 11.75 | 470 | 0.8665 | 0.0610 | 0.8665 | 0.9309 |
287
- | No log | 11.8 | 472 | 0.8938 | -0.0259 | 0.8938 | 0.9454 |
288
- | No log | 11.85 | 474 | 0.8997 | 0.0157 | 0.8997 | 0.9486 |
289
- | No log | 11.9 | 476 | 0.8602 | -0.0550 | 0.8602 | 0.9275 |
290
- | No log | 11.95 | 478 | 0.8104 | 0.0967 | 0.8104 | 0.9002 |
291
- | No log | 12.0 | 480 | 0.7848 | 0.1023 | 0.7848 | 0.8859 |
292
- | No log | 12.05 | 482 | 0.7718 | 0.1023 | 0.7718 | 0.8785 |
293
- | No log | 12.1 | 484 | 0.7817 | 0.0909 | 0.7817 | 0.8841 |
294
- | No log | 12.15 | 486 | 0.7999 | 0.0857 | 0.7999 | 0.8944 |
295
- | No log | 12.2 | 488 | 0.7977 | 0.0909 | 0.7977 | 0.8932 |
296
- | No log | 12.25 | 490 | 0.8346 | 0.0857 | 0.8346 | 0.9136 |
297
- | No log | 12.3 | 492 | 0.8355 | 0.0909 | 0.8355 | 0.9141 |
298
- | No log | 12.35 | 494 | 0.8539 | 0.0857 | 0.8539 | 0.9241 |
299
- | No log | 12.4 | 496 | 0.8701 | 0.0863 | 0.8701 | 0.9328 |
300
- | No log | 12.45 | 498 | 0.8943 | 0.0318 | 0.8943 | 0.9457 |
301
- | 0.2959 | 12.5 | 500 | 0.8760 | -0.0059 | 0.8760 | 0.9360 |
302
- | 0.2959 | 12.55 | 502 | 0.8510 | 0.0 | 0.8510 | 0.9225 |
303
- | 0.2959 | 12.6 | 504 | 0.8432 | 0.0610 | 0.8432 | 0.9183 |
304
- | 0.2959 | 12.65 | 506 | 0.7970 | -0.0473 | 0.7970 | 0.8928 |
305
- | 0.2959 | 12.7 | 508 | 0.7729 | 0.0914 | 0.7729 | 0.8791 |
306
- | 0.2959 | 12.75 | 510 | 0.7822 | 0.0909 | 0.7822 | 0.8844 |
307
- | 0.2959 | 12.8 | 512 | 0.7840 | 0.0909 | 0.7840 | 0.8854 |
308
- | 0.2959 | 12.85 | 514 | 0.7853 | 0.1023 | 0.7853 | 0.8861 |
309
- | 0.2959 | 12.9 | 516 | 0.8160 | -0.0428 | 0.8160 | 0.9033 |
310
- | 0.2959 | 12.95 | 518 | 0.8139 | 0.0030 | 0.8139 | 0.9021 |
311
- | 0.2959 | 13.0 | 520 | 0.8123 | 0.0914 | 0.8123 | 0.9013 |
312
- | 0.2959 | 13.05 | 522 | 0.8449 | 0.0857 | 0.8449 | 0.9192 |
313
- | 0.2959 | 13.1 | 524 | 0.8591 | -0.0753 | 0.8591 | 0.9269 |
314
- | 0.2959 | 13.15 | 526 | 0.8508 | -0.0215 | 0.8508 | 0.9224 |
315
- | 0.2959 | 13.2 | 528 | 0.8466 | -0.0264 | 0.8466 | 0.9201 |
316
- | 0.2959 | 13.25 | 530 | 0.8314 | 0.0260 | 0.8314 | 0.9118 |
317
- | 0.2959 | 13.3 | 532 | 0.8430 | -0.0086 | 0.8430 | 0.9182 |
318
- | 0.2959 | 13.35 | 534 | 0.8766 | -0.0059 | 0.8766 | 0.9363 |
319
- | 0.2959 | 13.4 | 536 | 0.9495 | -0.0543 | 0.9495 | 0.9744 |
320
- | 0.2959 | 13.45 | 538 | 0.9785 | -0.0138 | 0.9785 | 0.9892 |
321
- | 0.2959 | 13.5 | 540 | 0.9437 | -0.1211 | 0.9437 | 0.9715 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
322
 
323
 
324
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task3_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task3_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: 0.7426
19
+ - Qwk: -0.1616
20
+ - Mse: 0.7426
21
+ - Rmse: 0.8617
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0465 | 2 | 3.6965 | 0.0061 | 3.6965 | 1.9226 |
53
+ | No log | 0.0930 | 4 | 2.6620 | -0.0188 | 2.6620 | 1.6316 |
54
+ | No log | 0.1395 | 6 | 2.8500 | -0.0053 | 2.8500 | 1.6882 |
55
+ | No log | 0.1860 | 8 | 1.4039 | 0.0400 | 1.4039 | 1.1848 |
56
+ | No log | 0.2326 | 10 | 1.0225 | -0.0886 | 1.0225 | 1.0112 |
57
+ | No log | 0.2791 | 12 | 1.0330 | 0.0526 | 1.0330 | 1.0164 |
58
+ | No log | 0.3256 | 14 | 1.2679 | 0.0443 | 1.2679 | 1.1260 |
59
+ | No log | 0.3721 | 16 | 1.3777 | -0.0716 | 1.3777 | 1.1737 |
60
+ | No log | 0.4186 | 18 | 0.8720 | 0.0946 | 0.8720 | 0.9338 |
61
+ | No log | 0.4651 | 20 | 0.7632 | -0.0711 | 0.7632 | 0.8736 |
62
+ | No log | 0.5116 | 22 | 0.9601 | 0.0067 | 0.9601 | 0.9799 |
63
+ | No log | 0.5581 | 24 | 1.1303 | 0.0358 | 1.1303 | 1.0632 |
64
+ | No log | 0.6047 | 26 | 1.0522 | -0.0234 | 1.0522 | 1.0258 |
65
+ | No log | 0.6512 | 28 | 0.9517 | 0.0083 | 0.9517 | 0.9756 |
66
+ | No log | 0.6977 | 30 | 0.9099 | -0.0398 | 0.9099 | 0.9539 |
67
+ | No log | 0.7442 | 32 | 0.9429 | -0.0084 | 0.9429 | 0.9710 |
68
+ | No log | 0.7907 | 34 | 0.9585 | 0.0493 | 0.9585 | 0.9790 |
69
+ | No log | 0.8372 | 36 | 0.8885 | 0.0134 | 0.8885 | 0.9426 |
70
+ | No log | 0.8837 | 38 | 0.9128 | -0.0218 | 0.9128 | 0.9554 |
71
+ | No log | 0.9302 | 40 | 0.8285 | -0.0033 | 0.8286 | 0.9102 |
72
+ | No log | 0.9767 | 42 | 0.7707 | 0.0857 | 0.7707 | 0.8779 |
73
+ | No log | 1.0233 | 44 | 0.7063 | -0.0035 | 0.7063 | 0.8404 |
74
+ | No log | 1.0698 | 46 | 0.7077 | -0.0035 | 0.7077 | 0.8412 |
75
+ | No log | 1.1163 | 48 | 0.7820 | -0.0215 | 0.7820 | 0.8843 |
76
+ | No log | 1.1628 | 50 | 1.0359 | -0.0423 | 1.0359 | 1.0178 |
77
+ | No log | 1.2093 | 52 | 1.1066 | -0.0178 | 1.1066 | 1.0520 |
78
+ | No log | 1.2558 | 54 | 0.9271 | -0.0331 | 0.9271 | 0.9629 |
79
+ | No log | 1.3023 | 56 | 0.8754 | -0.0909 | 0.8754 | 0.9356 |
80
+ | No log | 1.3488 | 58 | 0.8242 | -0.0287 | 0.8242 | 0.9078 |
81
+ | No log | 1.3953 | 60 | 0.9663 | -0.0571 | 0.9663 | 0.9830 |
82
+ | No log | 1.4419 | 62 | 0.8589 | 0.1243 | 0.8589 | 0.9267 |
83
+ | No log | 1.4884 | 64 | 0.7580 | -0.0591 | 0.7580 | 0.8706 |
84
+ | No log | 1.5349 | 66 | 0.8217 | 0.0095 | 0.8217 | 0.9065 |
85
+ | No log | 1.5814 | 68 | 0.9999 | -0.0253 | 0.9999 | 0.9999 |
86
+ | No log | 1.6279 | 70 | 0.9647 | -0.0551 | 0.9647 | 0.9822 |
87
+ | No log | 1.6744 | 72 | 0.7692 | 0.0318 | 0.7692 | 0.8770 |
88
+ | No log | 1.7209 | 74 | 0.8429 | 0.0377 | 0.8429 | 0.9181 |
89
+ | No log | 1.7674 | 76 | 0.8383 | 0.0711 | 0.8383 | 0.9156 |
90
+ | No log | 1.8140 | 78 | 0.7122 | 0.0964 | 0.7122 | 0.8439 |
91
+ | No log | 1.8605 | 80 | 0.7667 | -0.1067 | 0.7667 | 0.8756 |
92
+ | No log | 1.9070 | 82 | 0.7757 | -0.0499 | 0.7757 | 0.8807 |
93
+ | No log | 1.9535 | 84 | 0.8049 | -0.1542 | 0.8049 | 0.8972 |
94
+ | No log | 2.0 | 86 | 0.8905 | 0.0043 | 0.8905 | 0.9437 |
95
+ | No log | 2.0465 | 88 | 0.9282 | 0.0043 | 0.9282 | 0.9634 |
96
+ | No log | 2.0930 | 90 | 0.8166 | -0.1697 | 0.8166 | 0.9036 |
97
+ | No log | 2.1395 | 92 | 0.8876 | -0.1201 | 0.8876 | 0.9421 |
98
+ | No log | 2.1860 | 94 | 0.9410 | -0.0346 | 0.9410 | 0.9701 |
99
+ | No log | 2.2326 | 96 | 0.8795 | -0.0208 | 0.8795 | 0.9378 |
100
+ | No log | 2.2791 | 98 | 0.8312 | 0.0581 | 0.8312 | 0.9117 |
101
+ | No log | 2.3256 | 100 | 0.7717 | 0.1434 | 0.7717 | 0.8785 |
102
+ | No log | 2.3721 | 102 | 0.7485 | 0.1549 | 0.7485 | 0.8652 |
103
+ | No log | 2.4186 | 104 | 0.7611 | 0.1079 | 0.7611 | 0.8724 |
104
+ | No log | 2.4651 | 106 | 0.7473 | 0.0543 | 0.7473 | 0.8645 |
105
+ | No log | 2.5116 | 108 | 0.7790 | 0.0027 | 0.7790 | 0.8826 |
106
+ | No log | 2.5581 | 110 | 0.8186 | -0.0280 | 0.8186 | 0.9048 |
107
+ | No log | 2.6047 | 112 | 0.9115 | 0.0754 | 0.9115 | 0.9547 |
108
+ | No log | 2.6512 | 114 | 0.8936 | -0.0063 | 0.8936 | 0.9453 |
109
+ | No log | 2.6977 | 116 | 0.8628 | 0.0157 | 0.8628 | 0.9289 |
110
+ | No log | 2.7442 | 118 | 0.9828 | 0.0015 | 0.9828 | 0.9914 |
111
+ | No log | 2.7907 | 120 | 0.9582 | -0.1769 | 0.9582 | 0.9789 |
112
+ | No log | 2.8372 | 122 | 0.8656 | -0.1146 | 0.8656 | 0.9304 |
113
+ | No log | 2.8837 | 124 | 1.0190 | -0.0449 | 1.0190 | 1.0094 |
114
+ | No log | 2.9302 | 126 | 0.9869 | -0.0449 | 0.9869 | 0.9934 |
115
+ | No log | 2.9767 | 128 | 0.8597 | -0.1268 | 0.8597 | 0.9272 |
116
+ | No log | 3.0233 | 130 | 0.9293 | -0.0563 | 0.9293 | 0.9640 |
117
+ | No log | 3.0698 | 132 | 0.8617 | 0.0428 | 0.8617 | 0.9283 |
118
+ | No log | 3.1163 | 134 | 0.8017 | -0.0902 | 0.8017 | 0.8954 |
119
+ | No log | 3.1628 | 136 | 0.7757 | -0.0449 | 0.7757 | 0.8807 |
120
+ | No log | 3.2093 | 138 | 0.7760 | 0.1135 | 0.7760 | 0.8809 |
121
+ | No log | 3.2558 | 140 | 0.7584 | 0.1199 | 0.7584 | 0.8709 |
122
+ | No log | 3.3023 | 142 | 0.7361 | 0.0 | 0.7361 | 0.8580 |
123
+ | No log | 3.3488 | 144 | 0.7648 | 0.0869 | 0.7648 | 0.8745 |
124
+ | No log | 3.3953 | 146 | 0.7648 | 0.0414 | 0.7648 | 0.8745 |
125
+ | No log | 3.4419 | 148 | 0.7989 | -0.0949 | 0.7989 | 0.8938 |
126
+ | No log | 3.4884 | 150 | 0.7809 | -0.1033 | 0.7809 | 0.8837 |
127
+ | No log | 3.5349 | 152 | 0.7918 | -0.1033 | 0.7918 | 0.8898 |
128
+ | No log | 3.5814 | 154 | 0.7900 | -0.1026 | 0.7900 | 0.8888 |
129
+ | No log | 3.6279 | 156 | 0.7914 | -0.2101 | 0.7914 | 0.8896 |
130
+ | No log | 3.6744 | 158 | 0.7906 | -0.0967 | 0.7906 | 0.8891 |
131
+ | No log | 3.7209 | 160 | 0.8168 | -0.0488 | 0.8168 | 0.9038 |
132
+ | No log | 3.7674 | 162 | 0.8608 | -0.0588 | 0.8608 | 0.9278 |
133
+ | No log | 3.8140 | 164 | 0.8126 | -0.0488 | 0.8126 | 0.9014 |
134
+ | No log | 3.8605 | 166 | 0.8470 | -0.0738 | 0.8470 | 0.9203 |
135
+ | No log | 3.9070 | 168 | 0.8420 | -0.0307 | 0.8420 | 0.9176 |
136
+ | No log | 3.9535 | 170 | 0.8660 | -0.0692 | 0.8660 | 0.9306 |
137
+ | No log | 4.0 | 172 | 0.7732 | -0.0967 | 0.7732 | 0.8793 |
138
+ | No log | 4.0465 | 174 | 0.7737 | -0.0056 | 0.7737 | 0.8796 |
139
+ | No log | 4.0930 | 176 | 0.7969 | -0.0345 | 0.7969 | 0.8927 |
140
+ | No log | 4.1395 | 178 | 0.7976 | -0.0385 | 0.7976 | 0.8931 |
141
+ | No log | 4.1860 | 180 | 0.7545 | -0.0967 | 0.7545 | 0.8686 |
142
+ | No log | 4.2326 | 182 | 0.7865 | -0.0506 | 0.7865 | 0.8868 |
143
+ | No log | 4.2791 | 184 | 0.7900 | -0.0967 | 0.7900 | 0.8888 |
144
+ | No log | 4.3256 | 186 | 0.8471 | -0.0204 | 0.8471 | 0.9204 |
145
+ | No log | 4.3721 | 188 | 0.8603 | -0.0173 | 0.8603 | 0.9275 |
146
+ | No log | 4.4186 | 190 | 0.8204 | -0.0407 | 0.8204 | 0.9058 |
147
+ | No log | 4.4651 | 192 | 0.8207 | -0.0524 | 0.8207 | 0.9059 |
148
+ | No log | 4.5116 | 194 | 0.8316 | -0.0280 | 0.8316 | 0.9119 |
149
+ | No log | 4.5581 | 196 | 0.8701 | -0.0144 | 0.8701 | 0.9328 |
150
+ | No log | 4.6047 | 198 | 0.8740 | -0.0595 | 0.8740 | 0.9349 |
151
+ | No log | 4.6512 | 200 | 0.9317 | -0.0722 | 0.9317 | 0.9653 |
152
+ | No log | 4.6977 | 202 | 1.0243 | 0.0531 | 1.0243 | 1.0121 |
153
+ | No log | 4.7442 | 204 | 0.9525 | -0.0685 | 0.9525 | 0.9759 |
154
+ | No log | 4.7907 | 206 | 0.8299 | -0.0967 | 0.8299 | 0.9110 |
155
+ | No log | 4.8372 | 208 | 0.8300 | -0.1599 | 0.8300 | 0.9110 |
156
+ | No log | 4.8837 | 210 | 0.8089 | -0.0065 | 0.8089 | 0.8994 |
157
+ | No log | 4.9302 | 212 | 0.8219 | -0.1398 | 0.8219 | 0.9066 |
158
+ | No log | 4.9767 | 214 | 0.8232 | -0.0513 | 0.8232 | 0.9073 |
159
+ | No log | 5.0233 | 216 | 0.8352 | -0.0446 | 0.8352 | 0.9139 |
160
+ | No log | 5.0698 | 218 | 0.8875 | -0.0522 | 0.8875 | 0.9421 |
161
+ | No log | 5.1163 | 220 | 0.9398 | -0.0379 | 0.9398 | 0.9694 |
162
+ | No log | 5.1628 | 222 | 0.9160 | -0.0187 | 0.9160 | 0.9571 |
163
+ | No log | 5.2093 | 224 | 0.9051 | 0.0056 | 0.9051 | 0.9513 |
164
+ | No log | 5.2558 | 226 | 0.8953 | -0.0350 | 0.8953 | 0.9462 |
165
+ | No log | 5.3023 | 228 | 0.9084 | -0.1538 | 0.9084 | 0.9531 |
166
+ | No log | 5.3488 | 230 | 0.8516 | -0.0967 | 0.8516 | 0.9228 |
167
+ | No log | 5.3953 | 232 | 0.9478 | -0.1184 | 0.9478 | 0.9736 |
168
+ | No log | 5.4419 | 234 | 0.9158 | -0.1184 | 0.9158 | 0.9570 |
169
+ | No log | 5.4884 | 236 | 0.8518 | -0.0967 | 0.8518 | 0.9229 |
170
+ | No log | 5.5349 | 238 | 0.9426 | -0.1245 | 0.9426 | 0.9709 |
171
+ | No log | 5.5814 | 240 | 0.9864 | -0.0583 | 0.9864 | 0.9932 |
172
+ | No log | 5.6279 | 242 | 0.9304 | 0.0361 | 0.9304 | 0.9646 |
173
+ | No log | 5.6744 | 244 | 0.8580 | -0.0314 | 0.8580 | 0.9263 |
174
+ | No log | 5.7209 | 246 | 0.8273 | -0.0387 | 0.8273 | 0.9096 |
175
+ | No log | 5.7674 | 248 | 0.8407 | -0.0345 | 0.8407 | 0.9169 |
176
+ | No log | 5.8140 | 250 | 0.8672 | -0.0724 | 0.8672 | 0.9313 |
177
+ | No log | 5.8605 | 252 | 0.8095 | -0.0967 | 0.8095 | 0.8997 |
178
+ | No log | 5.9070 | 254 | 0.8351 | -0.0567 | 0.8351 | 0.9138 |
179
+ | No log | 5.9535 | 256 | 0.8691 | -0.0170 | 0.8691 | 0.9323 |
180
+ | No log | 6.0 | 258 | 0.8696 | -0.1331 | 0.8696 | 0.9325 |
181
+ | No log | 6.0465 | 260 | 1.0608 | -0.0526 | 1.0608 | 1.0300 |
182
+ | No log | 6.0930 | 262 | 1.0511 | -0.0270 | 1.0511 | 1.0252 |
183
+ | No log | 6.1395 | 264 | 0.9234 | -0.0558 | 0.9234 | 0.9609 |
184
+ | No log | 6.1860 | 266 | 0.9862 | -0.1568 | 0.9862 | 0.9931 |
185
+ | No log | 6.2326 | 268 | 1.0055 | -0.1564 | 1.0055 | 1.0028 |
186
+ | No log | 6.2791 | 270 | 0.8884 | 0.0269 | 0.8884 | 0.9425 |
187
+ | No log | 6.3256 | 272 | 0.8637 | -0.1470 | 0.8637 | 0.9294 |
188
+ | No log | 6.3721 | 274 | 0.8946 | -0.1266 | 0.8946 | 0.9459 |
189
+ | No log | 6.4186 | 276 | 0.8343 | -0.1547 | 0.8343 | 0.9134 |
190
+ | No log | 6.4651 | 278 | 0.7909 | 0.0479 | 0.7909 | 0.8893 |
191
+ | No log | 6.5116 | 280 | 0.7887 | 0.0479 | 0.7887 | 0.8881 |
192
+ | No log | 6.5581 | 282 | 0.7709 | 0.0 | 0.7709 | 0.8780 |
193
+ | No log | 6.6047 | 284 | 0.7759 | -0.1547 | 0.7759 | 0.8808 |
194
+ | No log | 6.6512 | 286 | 0.7666 | 0.0479 | 0.7666 | 0.8756 |
195
+ | No log | 6.6977 | 288 | 0.7913 | -0.1542 | 0.7913 | 0.8895 |
196
+ | No log | 6.7442 | 290 | 0.8464 | -0.0837 | 0.8464 | 0.9200 |
197
+ | No log | 6.7907 | 292 | 0.8788 | -0.1538 | 0.8788 | 0.9375 |
198
+ | No log | 6.8372 | 294 | 0.8058 | -0.1468 | 0.8058 | 0.8976 |
199
+ | No log | 6.8837 | 296 | 0.7652 | -0.0096 | 0.7652 | 0.8748 |
200
+ | No log | 6.9302 | 298 | 0.7594 | -0.0065 | 0.7594 | 0.8714 |
201
+ | No log | 6.9767 | 300 | 0.8378 | -0.0837 | 0.8378 | 0.9153 |
202
+ | No log | 7.0233 | 302 | 0.9481 | 0.0420 | 0.9481 | 0.9737 |
203
+ | No log | 7.0698 | 304 | 0.9121 | -0.1103 | 0.9121 | 0.9551 |
204
+ | No log | 7.1163 | 306 | 0.8029 | -0.0578 | 0.8029 | 0.8961 |
205
+ | No log | 7.1628 | 308 | 0.8605 | 0.0159 | 0.8605 | 0.9276 |
206
+ | No log | 7.2093 | 310 | 0.8130 | -0.0096 | 0.8130 | 0.9017 |
207
+ | No log | 7.2558 | 312 | 0.7974 | -0.1547 | 0.7974 | 0.8930 |
208
+ | No log | 7.3023 | 314 | 0.8223 | -0.0786 | 0.8223 | 0.9068 |
209
+ | No log | 7.3488 | 316 | 0.7847 | -0.0949 | 0.7847 | 0.8858 |
210
+ | No log | 7.3953 | 318 | 0.7614 | -0.0065 | 0.7614 | 0.8726 |
211
+ | No log | 7.4419 | 320 | 0.7593 | -0.0065 | 0.7593 | 0.8714 |
212
+ | No log | 7.4884 | 322 | 0.7791 | -0.1026 | 0.7791 | 0.8827 |
213
+ | No log | 7.5349 | 324 | 0.7631 | -0.1547 | 0.7631 | 0.8736 |
214
+ | No log | 7.5814 | 326 | 0.7347 | -0.1081 | 0.7347 | 0.8571 |
215
+ | No log | 7.6279 | 328 | 0.7354 | -0.1081 | 0.7354 | 0.8576 |
216
+ | No log | 7.6744 | 330 | 0.7330 | -0.0065 | 0.7330 | 0.8561 |
217
+ | No log | 7.7209 | 332 | 0.7591 | -0.0912 | 0.7591 | 0.8713 |
218
+ | No log | 7.7674 | 334 | 0.8457 | -0.0606 | 0.8457 | 0.9196 |
219
+ | No log | 7.8140 | 336 | 0.8333 | -0.0648 | 0.8333 | 0.9129 |
220
+ | No log | 7.8605 | 338 | 0.7492 | 0.0058 | 0.7492 | 0.8655 |
221
+ | No log | 7.9070 | 340 | 0.7561 | -0.0912 | 0.7561 | 0.8695 |
222
+ | No log | 7.9535 | 342 | 0.7618 | -0.0560 | 0.7618 | 0.8728 |
223
+ | No log | 8.0 | 344 | 0.7859 | -0.1331 | 0.7859 | 0.8865 |
224
+ | No log | 8.0465 | 346 | 0.7768 | -0.1331 | 0.7768 | 0.8814 |
225
+ | No log | 8.0930 | 348 | 0.7505 | -0.0032 | 0.7505 | 0.8663 |
226
+ | No log | 8.1395 | 350 | 0.7675 | -0.1398 | 0.7675 | 0.8761 |
227
+ | No log | 8.1860 | 352 | 0.7614 | -0.0385 | 0.7614 | 0.8726 |
228
+ | No log | 8.2326 | 354 | 0.7437 | -0.0065 | 0.7437 | 0.8624 |
229
+ | No log | 8.2791 | 356 | 0.7625 | -0.0152 | 0.7625 | 0.8732 |
230
+ | No log | 8.3256 | 358 | 0.7439 | -0.0125 | 0.7439 | 0.8625 |
231
+ | No log | 8.3721 | 360 | 0.8162 | 0.0196 | 0.8162 | 0.9035 |
232
+ | No log | 8.4186 | 362 | 0.9093 | -0.0650 | 0.9093 | 0.9536 |
233
+ | No log | 8.4651 | 364 | 0.8315 | 0.1126 | 0.8315 | 0.9119 |
234
+ | No log | 8.5116 | 366 | 0.7614 | -0.0595 | 0.7614 | 0.8726 |
235
+ | No log | 8.5581 | 368 | 0.7573 | 0.0436 | 0.7573 | 0.8702 |
236
+ | No log | 8.6047 | 370 | 0.7654 | 0.1552 | 0.7654 | 0.8749 |
237
+ | No log | 8.6512 | 372 | 0.7737 | 0.1141 | 0.7737 | 0.8796 |
238
+ | No log | 8.6977 | 374 | 0.7610 | 0.1023 | 0.7610 | 0.8723 |
239
+ | No log | 8.7442 | 376 | 0.7753 | 0.0296 | 0.7753 | 0.8805 |
240
+ | No log | 8.7907 | 378 | 0.7894 | 0.0374 | 0.7894 | 0.8885 |
241
+ | No log | 8.8372 | 380 | 0.8377 | -0.0786 | 0.8377 | 0.9152 |
242
+ | No log | 8.8837 | 382 | 0.8860 | -0.0606 | 0.8860 | 0.9413 |
243
+ | No log | 8.9302 | 384 | 0.8496 | 0.0196 | 0.8496 | 0.9217 |
244
+ | No log | 8.9767 | 386 | 0.7680 | -0.1470 | 0.7680 | 0.8764 |
245
+ | No log | 9.0233 | 388 | 0.7586 | -0.0520 | 0.7586 | 0.8710 |
246
+ | No log | 9.0698 | 390 | 0.7605 | -0.0520 | 0.7605 | 0.8721 |
247
+ | No log | 9.1163 | 392 | 0.7601 | -0.0520 | 0.7601 | 0.8719 |
248
+ | No log | 9.1628 | 394 | 0.7514 | -0.0493 | 0.7514 | 0.8668 |
249
+ | No log | 9.2093 | 396 | 0.7327 | 0.1512 | 0.7327 | 0.8560 |
250
+ | No log | 9.2558 | 398 | 0.7216 | 0.1512 | 0.7216 | 0.8495 |
251
+ | No log | 9.3023 | 400 | 0.7187 | -0.0520 | 0.7187 | 0.8478 |
252
+ | No log | 9.3488 | 402 | 0.7780 | -0.0451 | 0.7780 | 0.8820 |
253
+ | No log | 9.3953 | 404 | 0.7716 | -0.0451 | 0.7716 | 0.8784 |
254
+ | No log | 9.4419 | 406 | 0.7145 | 0.0555 | 0.7145 | 0.8453 |
255
+ | No log | 9.4884 | 408 | 0.7250 | 0.1021 | 0.7250 | 0.8515 |
256
+ | No log | 9.5349 | 410 | 0.7753 | 0.0857 | 0.7753 | 0.8805 |
257
+ | No log | 9.5814 | 412 | 0.8281 | -0.0958 | 0.8281 | 0.9100 |
258
+ | No log | 9.6279 | 414 | 0.8964 | -0.0237 | 0.8964 | 0.9468 |
259
+ | No log | 9.6744 | 416 | 0.9187 | -0.1039 | 0.9187 | 0.9585 |
260
+ | No log | 9.7209 | 418 | 0.8893 | -0.0469 | 0.8893 | 0.9430 |
261
+ | No log | 9.7674 | 420 | 0.9002 | -0.1644 | 0.9002 | 0.9488 |
262
+ | No log | 9.8140 | 422 | 0.9387 | -0.0852 | 0.9387 | 0.9689 |
263
+ | No log | 9.8605 | 424 | 0.8728 | -0.2534 | 0.8728 | 0.9343 |
264
+ | No log | 9.9070 | 426 | 0.8336 | -0.1081 | 0.8336 | 0.9130 |
265
+ | No log | 9.9535 | 428 | 0.8720 | -0.0826 | 0.8720 | 0.9338 |
266
+ | No log | 10.0 | 430 | 0.8632 | -0.0345 | 0.8632 | 0.9291 |
267
+ | No log | 10.0465 | 432 | 0.8341 | -0.1542 | 0.8341 | 0.9133 |
268
+ | No log | 10.0930 | 434 | 0.8487 | -0.0644 | 0.8487 | 0.9213 |
269
+ | No log | 10.1395 | 436 | 0.8445 | -0.1100 | 0.8445 | 0.9189 |
270
+ | No log | 10.1860 | 438 | 0.8637 | -0.1330 | 0.8637 | 0.9293 |
271
+ | No log | 10.2326 | 440 | 0.9360 | -0.0442 | 0.9360 | 0.9675 |
272
+ | No log | 10.2791 | 442 | 0.9704 | -0.0583 | 0.9704 | 0.9851 |
273
+ | No log | 10.3256 | 444 | 0.8529 | -0.0237 | 0.8529 | 0.9235 |
274
+ | No log | 10.3721 | 446 | 0.7804 | -0.0065 | 0.7804 | 0.8834 |
275
+ | No log | 10.4186 | 448 | 0.7479 | -0.0065 | 0.7479 | 0.8648 |
276
+ | No log | 10.4651 | 450 | 0.7653 | -0.0499 | 0.7653 | 0.8748 |
277
+ | No log | 10.5116 | 452 | 0.7815 | -0.0499 | 0.7815 | 0.8840 |
278
+ | No log | 10.5581 | 454 | 0.7297 | -0.1137 | 0.7297 | 0.8542 |
279
+ | No log | 10.6047 | 456 | 0.7150 | -0.0065 | 0.7150 | 0.8456 |
280
+ | No log | 10.6512 | 458 | 0.7477 | -0.0560 | 0.7477 | 0.8647 |
281
+ | No log | 10.6977 | 460 | 0.7753 | -0.1882 | 0.7753 | 0.8805 |
282
+ | No log | 10.7442 | 462 | 0.8057 | -0.0810 | 0.8057 | 0.8976 |
283
+ | No log | 10.7907 | 464 | 0.7906 | -0.1026 | 0.7906 | 0.8892 |
284
+ | No log | 10.8372 | 466 | 0.7561 | -0.0532 | 0.7561 | 0.8695 |
285
+ | No log | 10.8837 | 468 | 0.7371 | 0.0454 | 0.7371 | 0.8585 |
286
+ | No log | 10.9302 | 470 | 0.7445 | 0.0857 | 0.7445 | 0.8628 |
287
+ | No log | 10.9767 | 472 | 0.7376 | 0.0964 | 0.7376 | 0.8589 |
288
+ | No log | 11.0233 | 474 | 0.7493 | -0.0560 | 0.7493 | 0.8656 |
289
+ | No log | 11.0698 | 476 | 0.8654 | -0.0852 | 0.8654 | 0.9303 |
290
+ | No log | 11.1163 | 478 | 0.9527 | 0.0190 | 0.9527 | 0.9761 |
291
+ | No log | 11.1628 | 480 | 0.9689 | 0.0512 | 0.9689 | 0.9843 |
292
+ | No log | 11.2093 | 482 | 0.8368 | -0.1039 | 0.8368 | 0.9147 |
293
+ | No log | 11.2558 | 484 | 0.8060 | -0.0387 | 0.8060 | 0.8978 |
294
+ | No log | 11.3023 | 486 | 0.7984 | -0.0912 | 0.7984 | 0.8936 |
295
+ | No log | 11.3488 | 488 | 0.7956 | -0.0837 | 0.7956 | 0.8920 |
296
+ | No log | 11.3953 | 490 | 0.7856 | -0.1266 | 0.7856 | 0.8864 |
297
+ | No log | 11.4419 | 492 | 0.7721 | -0.1266 | 0.7721 | 0.8787 |
298
+ | No log | 11.4884 | 494 | 0.7503 | -0.0065 | 0.7503 | 0.8662 |
299
+ | No log | 11.5349 | 496 | 0.7532 | -0.0065 | 0.7532 | 0.8679 |
300
+ | No log | 11.5814 | 498 | 0.7466 | -0.1542 | 0.7466 | 0.8641 |
301
+ | 0.2893 | 11.6279 | 500 | 0.7914 | -0.1547 | 0.7914 | 0.8896 |
302
+ | 0.2893 | 11.6744 | 502 | 0.8447 | -0.1905 | 0.8447 | 0.9191 |
303
+ | 0.2893 | 11.7209 | 504 | 0.8266 | -0.2435 | 0.8266 | 0.9092 |
304
+ | 0.2893 | 11.7674 | 506 | 0.7560 | -0.0520 | 0.7560 | 0.8695 |
305
+ | 0.2893 | 11.8140 | 508 | 0.7180 | -0.0541 | 0.7180 | 0.8473 |
306
+ | 0.2893 | 11.8605 | 510 | 0.7249 | -0.1026 | 0.7249 | 0.8514 |
307
+ | 0.2893 | 11.9070 | 512 | 0.7472 | -0.1542 | 0.7472 | 0.8644 |
308
+ | 0.2893 | 11.9535 | 514 | 0.7763 | -0.1468 | 0.7763 | 0.8811 |
309
+ | 0.2893 | 12.0 | 516 | 0.7716 | -0.1978 | 0.7716 | 0.8784 |
310
+ | 0.2893 | 12.0465 | 518 | 0.7627 | -0.1978 | 0.7627 | 0.8733 |
311
+ | 0.2893 | 12.0930 | 520 | 0.7749 | -0.0118 | 0.7749 | 0.8803 |
312
+ | 0.2893 | 12.1395 | 522 | 0.7832 | -0.0118 | 0.7832 | 0.8850 |
313
+ | 0.2893 | 12.1860 | 524 | 0.7736 | -0.0125 | 0.7736 | 0.8795 |
314
+ | 0.2893 | 12.2326 | 526 | 0.7582 | -0.0541 | 0.7582 | 0.8708 |
315
+ | 0.2893 | 12.2791 | 528 | 0.7460 | 0.0967 | 0.7460 | 0.8637 |
316
+ | 0.2893 | 12.3256 | 530 | 0.7356 | -0.0033 | 0.7356 | 0.8577 |
317
+ | 0.2893 | 12.3721 | 532 | 0.7285 | -0.0033 | 0.7285 | 0.8535 |
318
+ | 0.2893 | 12.4186 | 534 | 0.7449 | -0.0033 | 0.7449 | 0.8630 |
319
+ | 0.2893 | 12.4651 | 536 | 0.7574 | -0.0033 | 0.7574 | 0.8703 |
320
+ | 0.2893 | 12.5116 | 538 | 0.7654 | 0.1512 | 0.7654 | 0.8749 |
321
+ | 0.2893 | 12.5581 | 540 | 0.7971 | -0.0541 | 0.7971 | 0.8928 |
322
+ | 0.2893 | 12.6047 | 542 | 0.8348 | -0.1331 | 0.8348 | 0.9137 |
323
+ | 0.2893 | 12.6512 | 544 | 0.8208 | -0.1542 | 0.8208 | 0.9060 |
324
+ | 0.2893 | 12.6977 | 546 | 0.8260 | -0.0493 | 0.8260 | 0.9088 |
325
+ | 0.2893 | 12.7442 | 548 | 0.7792 | -0.0493 | 0.7792 | 0.8827 |
326
+ | 0.2893 | 12.7907 | 550 | 0.7647 | 0.0 | 0.7647 | 0.8745 |
327
+ | 0.2893 | 12.8372 | 552 | 0.7471 | 0.0506 | 0.7471 | 0.8643 |
328
+ | 0.2893 | 12.8837 | 554 | 0.7449 | 0.0506 | 0.7449 | 0.8631 |
329
+ | 0.2893 | 12.9302 | 556 | 0.7462 | 0.0506 | 0.7462 | 0.8638 |
330
+ | 0.2893 | 12.9767 | 558 | 0.7589 | 0.0506 | 0.7589 | 0.8711 |
331
+ | 0.2893 | 13.0233 | 560 | 0.7608 | 0.0374 | 0.7608 | 0.8722 |
332
+ | 0.2893 | 13.0698 | 562 | 0.7898 | 0.0759 | 0.7898 | 0.8887 |
333
+ | 0.2893 | 13.1163 | 564 | 0.8018 | 0.0759 | 0.8018 | 0.8954 |
334
+ | 0.2893 | 13.1628 | 566 | 0.8004 | 0.0759 | 0.8004 | 0.8947 |
335
+ | 0.2893 | 13.2093 | 568 | 0.8251 | 0.0541 | 0.8251 | 0.9083 |
336
+ | 0.2893 | 13.2558 | 570 | 0.8535 | -0.0449 | 0.8535 | 0.9238 |
337
+ | 0.2893 | 13.3023 | 572 | 0.8233 | -0.0595 | 0.8233 | 0.9074 |
338
+ | 0.2893 | 13.3488 | 574 | 0.8416 | -0.0743 | 0.8416 | 0.9174 |
339
+ | 0.2893 | 13.3953 | 576 | 0.8399 | 0.0690 | 0.8399 | 0.9165 |
340
+ | 0.2893 | 13.4419 | 578 | 0.8265 | 0.0 | 0.8265 | 0.9091 |
341
+ | 0.2893 | 13.4884 | 580 | 0.9362 | -0.0306 | 0.9362 | 0.9676 |
342
+ | 0.2893 | 13.5349 | 582 | 0.9935 | -0.0753 | 0.9935 | 0.9968 |
343
+ | 0.2893 | 13.5814 | 584 | 0.9239 | -0.0934 | 0.9239 | 0.9612 |
344
+ | 0.2893 | 13.6279 | 586 | 0.7997 | -0.1635 | 0.7997 | 0.8943 |
345
+ | 0.2893 | 13.6744 | 588 | 0.7503 | 0.0857 | 0.7503 | 0.8662 |
346
+ | 0.2893 | 13.7209 | 590 | 0.8882 | 0.0442 | 0.8882 | 0.9425 |
347
+ | 0.2893 | 13.7674 | 592 | 0.8645 | 0.0953 | 0.8645 | 0.9298 |
348
+ | 0.2893 | 13.8140 | 594 | 0.7605 | 0.0857 | 0.7605 | 0.8721 |
349
+ | 0.2893 | 13.8605 | 596 | 0.7506 | 0.0555 | 0.7506 | 0.8664 |
350
+ | 0.2893 | 13.9070 | 598 | 0.8302 | -0.0363 | 0.8302 | 0.9112 |
351
+ | 0.2893 | 13.9535 | 600 | 0.9058 | -0.0982 | 0.9058 | 0.9517 |
352
+ | 0.2893 | 14.0 | 602 | 0.9084 | -0.0887 | 0.9084 | 0.9531 |
353
+ | 0.2893 | 14.0465 | 604 | 0.8232 | -0.1905 | 0.8232 | 0.9073 |
354
+ | 0.2893 | 14.0930 | 606 | 0.8043 | 0.0338 | 0.8043 | 0.8968 |
355
+ | 0.2893 | 14.1395 | 608 | 0.8463 | 0.1048 | 0.8463 | 0.9200 |
356
+ | 0.2893 | 14.1860 | 610 | 0.8243 | 0.0741 | 0.8243 | 0.9079 |
357
+ | 0.2893 | 14.2326 | 612 | 0.8171 | -0.0248 | 0.8171 | 0.9039 |
358
+ | 0.2893 | 14.2791 | 614 | 0.9454 | 0.0512 | 0.9454 | 0.9723 |
359
+ | 0.2893 | 14.3256 | 616 | 1.0006 | 0.0574 | 1.0006 | 1.0003 |
360
+ | 0.2893 | 14.3721 | 618 | 0.9595 | 0.0845 | 0.9595 | 0.9795 |
361
+ | 0.2893 | 14.4186 | 620 | 0.8652 | -0.0393 | 0.8652 | 0.9302 |
362
+ | 0.2893 | 14.4651 | 622 | 0.7824 | -0.1531 | 0.7824 | 0.8845 |
363
+ | 0.2893 | 14.5116 | 624 | 0.7752 | 0.0807 | 0.7752 | 0.8805 |
364
+ | 0.2893 | 14.5581 | 626 | 0.7545 | 0.0807 | 0.7545 | 0.8686 |
365
+ | 0.2893 | 14.6047 | 628 | 0.7453 | -0.0609 | 0.7453 | 0.8633 |
366
+ | 0.2893 | 14.6512 | 630 | 0.7869 | 0.0033 | 0.7869 | 0.8871 |
367
+ | 0.2893 | 14.6977 | 632 | 0.8585 | -0.1474 | 0.8585 | 0.9265 |
368
+ | 0.2893 | 14.7442 | 634 | 0.9004 | -0.0477 | 0.9004 | 0.9489 |
369
+ | 0.2893 | 14.7907 | 636 | 0.8738 | 0.0347 | 0.8738 | 0.9348 |
370
+ | 0.2893 | 14.8372 | 638 | 0.8160 | -0.1804 | 0.8160 | 0.9033 |
371
+ | 0.2893 | 14.8837 | 640 | 0.7887 | -0.1332 | 0.7887 | 0.8881 |
372
+ | 0.2893 | 14.9302 | 642 | 0.7608 | -0.0599 | 0.7608 | 0.8722 |
373
+ | 0.2893 | 14.9767 | 644 | 0.7427 | 0.0768 | 0.7427 | 0.8618 |
374
+ | 0.2893 | 15.0233 | 646 | 0.7291 | 0.0355 | 0.7291 | 0.8539 |
375
+ | 0.2893 | 15.0698 | 648 | 0.7381 | -0.0033 | 0.7381 | 0.8591 |
376
+ | 0.2893 | 15.1163 | 650 | 0.7465 | 0.0 | 0.7465 | 0.8640 |
377
+ | 0.2893 | 15.1628 | 652 | 0.7445 | -0.0033 | 0.7445 | 0.8629 |
378
+ | 0.2893 | 15.2093 | 654 | 0.7437 | -0.0033 | 0.7437 | 0.8624 |
379
+ | 0.2893 | 15.2558 | 656 | 0.7645 | -0.0493 | 0.7645 | 0.8744 |
380
+ | 0.2893 | 15.3023 | 658 | 0.7800 | -0.0473 | 0.7800 | 0.8832 |
381
+ | 0.2893 | 15.3488 | 660 | 0.7902 | 0.0094 | 0.7902 | 0.8889 |
382
+ | 0.2893 | 15.3953 | 662 | 0.7650 | -0.0493 | 0.7650 | 0.8747 |
383
+ | 0.2893 | 15.4419 | 664 | 0.7642 | -0.0627 | 0.7642 | 0.8742 |
384
+ | 0.2893 | 15.4884 | 666 | 0.7696 | -0.0152 | 0.7696 | 0.8773 |
385
+ | 0.2893 | 15.5349 | 668 | 0.7713 | 0.0318 | 0.7713 | 0.8783 |
386
+ | 0.2893 | 15.5814 | 670 | 0.7670 | 0.0768 | 0.7670 | 0.8758 |
387
+ | 0.2893 | 15.6279 | 672 | 0.7617 | -0.0627 | 0.7617 | 0.8727 |
388
+ | 0.2893 | 15.6744 | 674 | 0.7758 | -0.1026 | 0.7758 | 0.8808 |
389
+ | 0.2893 | 15.7209 | 676 | 0.7996 | -0.0345 | 0.7996 | 0.8942 |
390
+ | 0.2893 | 15.7674 | 678 | 0.8003 | -0.0345 | 0.8003 | 0.8946 |
391
+ | 0.2893 | 15.8140 | 680 | 0.7648 | -0.0033 | 0.7648 | 0.8745 |
392
+ | 0.2893 | 15.8605 | 682 | 0.7647 | 0.1259 | 0.7647 | 0.8745 |
393
+ | 0.2893 | 15.9070 | 684 | 0.7763 | 0.1259 | 0.7763 | 0.8811 |
394
+ | 0.2893 | 15.9535 | 686 | 0.7698 | 0.1259 | 0.7698 | 0.8774 |
395
+ | 0.2893 | 16.0 | 688 | 0.7639 | -0.0131 | 0.7639 | 0.8740 |
396
+ | 0.2893 | 16.0465 | 690 | 0.7602 | -0.0101 | 0.7602 | 0.8719 |
397
+ | 0.2893 | 16.0930 | 692 | 0.7696 | -0.0033 | 0.7696 | 0.8772 |
398
+ | 0.2893 | 16.1395 | 694 | 0.7537 | 0.0506 | 0.7537 | 0.8681 |
399
+ | 0.2893 | 16.1860 | 696 | 0.7395 | -0.0101 | 0.7395 | 0.8600 |
400
+ | 0.2893 | 16.2326 | 698 | 0.7338 | -0.0101 | 0.7338 | 0.8566 |
401
+ | 0.2893 | 16.2791 | 700 | 0.7314 | -0.0131 | 0.7314 | 0.8552 |
402
+ | 0.2893 | 16.3256 | 702 | 0.7356 | 0.0374 | 0.7356 | 0.8577 |
403
+ | 0.2893 | 16.3721 | 704 | 0.7455 | 0.1259 | 0.7455 | 0.8634 |
404
+ | 0.2893 | 16.4186 | 706 | 0.7655 | 0.1259 | 0.7655 | 0.8750 |
405
+ | 0.2893 | 16.4651 | 708 | 0.7725 | 0.1259 | 0.7725 | 0.8789 |
406
+ | 0.2893 | 16.5116 | 710 | 0.7684 | 0.0282 | 0.7684 | 0.8766 |
407
+ | 0.2893 | 16.5581 | 712 | 0.7734 | -0.1100 | 0.7734 | 0.8794 |
408
+ | 0.2893 | 16.6047 | 714 | 0.7804 | -0.0086 | 0.7804 | 0.8834 |
409
+ | 0.2893 | 16.6512 | 716 | 0.8084 | 0.0776 | 0.8084 | 0.8991 |
410
+ | 0.2893 | 16.6977 | 718 | 0.8088 | 0.0282 | 0.8088 | 0.8993 |
411
+ | 0.2893 | 16.7442 | 720 | 0.8106 | 0.0282 | 0.8106 | 0.9003 |
412
+ | 0.2893 | 16.7907 | 722 | 0.7837 | -0.0152 | 0.7837 | 0.8853 |
413
+ | 0.2893 | 16.8372 | 724 | 0.7920 | -0.1153 | 0.7920 | 0.8899 |
414
+ | 0.2893 | 16.8837 | 726 | 0.8184 | -0.1331 | 0.8184 | 0.9047 |
415
+ | 0.2893 | 16.9302 | 728 | 0.8071 | -0.1397 | 0.8071 | 0.8984 |
416
+ | 0.2893 | 16.9767 | 730 | 0.7563 | 0.0914 | 0.7563 | 0.8697 |
417
+ | 0.2893 | 17.0233 | 732 | 0.8003 | 0.1836 | 0.8003 | 0.8946 |
418
+ | 0.2893 | 17.0698 | 734 | 0.7951 | 0.1965 | 0.7951 | 0.8917 |
419
+ | 0.2893 | 17.1163 | 736 | 0.7554 | 0.0282 | 0.7554 | 0.8691 |
420
+ | 0.2893 | 17.1628 | 738 | 0.7463 | -0.0627 | 0.7463 | 0.8639 |
421
+ | 0.2893 | 17.2093 | 740 | 0.7820 | -0.1081 | 0.7820 | 0.8843 |
422
+ | 0.2893 | 17.2558 | 742 | 0.7913 | -0.1542 | 0.7913 | 0.8896 |
423
+ | 0.2893 | 17.3023 | 744 | 0.7689 | 0.0506 | 0.7689 | 0.8768 |
424
+ | 0.2893 | 17.3488 | 746 | 0.7450 | 0.0416 | 0.7450 | 0.8631 |
425
+ | 0.2893 | 17.3953 | 748 | 0.7422 | 0.0374 | 0.7422 | 0.8615 |
426
+ | 0.2893 | 17.4419 | 750 | 0.7622 | 0.1259 | 0.7622 | 0.8731 |
427
+ | 0.2893 | 17.4884 | 752 | 0.7970 | 0.1627 | 0.7970 | 0.8927 |
428
+ | 0.2893 | 17.5349 | 754 | 0.8118 | 0.1047 | 0.8118 | 0.9010 |
429
+ | 0.2893 | 17.5814 | 756 | 0.7695 | 0.1202 | 0.7695 | 0.8772 |
430
+ | 0.2893 | 17.6279 | 758 | 0.7312 | -0.0101 | 0.7312 | 0.8551 |
431
+ | 0.2893 | 17.6744 | 760 | 0.7349 | 0.0 | 0.7349 | 0.8573 |
432
+ | 0.2893 | 17.7209 | 762 | 0.7335 | 0.0 | 0.7335 | 0.8564 |
433
+ | 0.2893 | 17.7674 | 764 | 0.7151 | 0.0506 | 0.7151 | 0.8456 |
434
+ | 0.2893 | 17.8140 | 766 | 0.7273 | 0.0334 | 0.7273 | 0.8528 |
435
+ | 0.2893 | 17.8605 | 768 | 0.7593 | 0.0807 | 0.7593 | 0.8714 |
436
+ | 0.2893 | 17.9070 | 770 | 0.7539 | 0.0807 | 0.7539 | 0.8683 |
437
+ | 0.2893 | 17.9535 | 772 | 0.7590 | 0.0374 | 0.7590 | 0.8712 |
438
+ | 0.2893 | 18.0 | 774 | 0.7682 | 0.0374 | 0.7682 | 0.8765 |
439
+ | 0.2893 | 18.0465 | 776 | 0.7764 | 0.0334 | 0.7764 | 0.8812 |
440
+ | 0.2893 | 18.0930 | 778 | 0.7959 | 0.1259 | 0.7959 | 0.8921 |
441
+ | 0.2893 | 18.1395 | 780 | 0.8434 | 0.1775 | 0.8434 | 0.9184 |
442
+ | 0.2893 | 18.1860 | 782 | 0.8986 | 0.1107 | 0.8986 | 0.9479 |
443
+ | 0.2893 | 18.2326 | 784 | 0.9081 | 0.1064 | 0.9081 | 0.9530 |
444
+ | 0.2893 | 18.2791 | 786 | 0.7915 | 0.2034 | 0.7915 | 0.8897 |
445
+ | 0.2893 | 18.3256 | 788 | 0.7606 | -0.1088 | 0.7606 | 0.8721 |
446
+ | 0.2893 | 18.3721 | 790 | 0.8217 | -0.0271 | 0.8217 | 0.9065 |
447
+ | 0.2893 | 18.4186 | 792 | 0.7999 | 0.0173 | 0.7999 | 0.8944 |
448
+ | 0.2893 | 18.4651 | 794 | 0.7457 | -0.0609 | 0.7457 | 0.8635 |
449
+ | 0.2893 | 18.5116 | 796 | 0.8009 | 0.1965 | 0.8009 | 0.8949 |
450
+ | 0.2893 | 18.5581 | 798 | 0.8597 | 0.0711 | 0.8597 | 0.9272 |
451
+ | 0.2893 | 18.6047 | 800 | 0.8126 | 0.1395 | 0.8126 | 0.9014 |
452
+ | 0.2893 | 18.6512 | 802 | 0.7523 | 0.1691 | 0.7523 | 0.8674 |
453
+ | 0.2893 | 18.6977 | 804 | 0.7444 | -0.0541 | 0.7444 | 0.8628 |
454
+ | 0.2893 | 18.7442 | 806 | 0.7386 | 0.0033 | 0.7386 | 0.8594 |
455
+ | 0.2893 | 18.7907 | 808 | 0.7112 | -0.0591 | 0.7112 | 0.8433 |
456
+ | 0.2893 | 18.8372 | 810 | 0.7113 | 0.0416 | 0.7113 | 0.8434 |
457
+ | 0.2893 | 18.8837 | 812 | 0.7073 | 0.0416 | 0.7073 | 0.8410 |
458
+ | 0.2893 | 18.9302 | 814 | 0.7132 | 0.0460 | 0.7132 | 0.8445 |
459
+ | 0.2893 | 18.9767 | 816 | 0.7274 | -0.0069 | 0.7274 | 0.8529 |
460
+ | 0.2893 | 19.0233 | 818 | 0.7658 | -0.0499 | 0.7658 | 0.8751 |
461
+ | 0.2893 | 19.0698 | 820 | 0.7887 | -0.0499 | 0.7887 | 0.8881 |
462
+ | 0.2893 | 19.1163 | 822 | 0.7530 | -0.0591 | 0.7530 | 0.8678 |
463
+ | 0.2893 | 19.1628 | 824 | 0.7402 | 0.1318 | 0.7402 | 0.8603 |
464
+ | 0.2893 | 19.2093 | 826 | 0.7851 | 0.1965 | 0.7851 | 0.8861 |
465
+ | 0.2893 | 19.2558 | 828 | 0.7611 | 0.1565 | 0.7611 | 0.8724 |
466
+ | 0.2893 | 19.3023 | 830 | 0.7605 | 0.1627 | 0.7605 | 0.8721 |
467
+ | 0.2893 | 19.3488 | 832 | 0.7587 | 0.1202 | 0.7587 | 0.8710 |
468
+ | 0.2893 | 19.3953 | 834 | 0.7577 | 0.1202 | 0.7577 | 0.8705 |
469
+ | 0.2893 | 19.4419 | 836 | 0.7621 | -0.0179 | 0.7621 | 0.8730 |
470
+ | 0.2893 | 19.4884 | 838 | 0.7871 | 0.0289 | 0.7871 | 0.8872 |
471
+ | 0.2893 | 19.5349 | 840 | 0.8114 | 0.0257 | 0.8114 | 0.9008 |
472
+ | 0.2893 | 19.5814 | 842 | 0.7992 | -0.0444 | 0.7992 | 0.8940 |
473
+ | 0.2893 | 19.6279 | 844 | 0.8181 | -0.1151 | 0.8181 | 0.9045 |
474
+ | 0.2893 | 19.6744 | 846 | 0.8130 | -0.1597 | 0.8130 | 0.9016 |
475
+ | 0.2893 | 19.7209 | 848 | 0.8119 | -0.0259 | 0.8119 | 0.9010 |
476
+ | 0.2893 | 19.7674 | 850 | 0.7709 | -0.1148 | 0.7709 | 0.8780 |
477
+ | 0.2893 | 19.8140 | 852 | 0.7302 | -0.0101 | 0.7302 | 0.8545 |
478
+ | 0.2893 | 19.8605 | 854 | 0.7259 | 0.0334 | 0.7259 | 0.8520 |
479
+ | 0.2893 | 19.9070 | 856 | 0.7247 | 0.0334 | 0.7247 | 0.8513 |
480
+ | 0.2893 | 19.9535 | 858 | 0.7096 | 0.0416 | 0.7096 | 0.8424 |
481
+ | 0.2893 | 20.0 | 860 | 0.7105 | -0.0101 | 0.7105 | 0.8429 |
482
+ | 0.2893 | 20.0465 | 862 | 0.7269 | 0.0374 | 0.7269 | 0.8526 |
483
+ | 0.2893 | 20.0930 | 864 | 0.7632 | 0.0759 | 0.7632 | 0.8736 |
484
+ | 0.2893 | 20.1395 | 866 | 0.7747 | -0.0204 | 0.7747 | 0.8802 |
485
+ | 0.2893 | 20.1860 | 868 | 0.7875 | -0.0113 | 0.7875 | 0.8874 |
486
+ | 0.2893 | 20.2326 | 870 | 0.8009 | -0.0138 | 0.8009 | 0.8949 |
487
+ | 0.2893 | 20.2791 | 872 | 0.8581 | 0.0622 | 0.8581 | 0.9264 |
488
+ | 0.2893 | 20.3256 | 874 | 0.9243 | 0.0452 | 0.9243 | 0.9614 |
489
+ | 0.2893 | 20.3721 | 876 | 0.9043 | 0.1004 | 0.9043 | 0.9510 |
490
+ | 0.2893 | 20.4186 | 878 | 0.8089 | -0.0051 | 0.8089 | 0.8994 |
491
+ | 0.2893 | 20.4651 | 880 | 0.8135 | -0.0949 | 0.8135 | 0.9019 |
492
+ | 0.2893 | 20.5116 | 882 | 0.8478 | -0.0513 | 0.8478 | 0.9208 |
493
+ | 0.2893 | 20.5581 | 884 | 0.8057 | -0.0284 | 0.8057 | 0.8976 |
494
+ | 0.2893 | 20.6047 | 886 | 0.7343 | 0.0555 | 0.7343 | 0.8569 |
495
+ | 0.2893 | 20.6512 | 888 | 0.6913 | -0.0101 | 0.6913 | 0.8315 |
496
+ | 0.2893 | 20.6977 | 890 | 0.6960 | 0.1318 | 0.6960 | 0.8343 |
497
+ | 0.2893 | 20.7442 | 892 | 0.6869 | 0.0416 | 0.6869 | 0.8288 |
498
+ | 0.2893 | 20.7907 | 894 | 0.6835 | 0.0416 | 0.6835 | 0.8267 |
499
+ | 0.2893 | 20.8372 | 896 | 0.7174 | 0.1627 | 0.7174 | 0.8470 |
500
+ | 0.2893 | 20.8837 | 898 | 0.7894 | 0.1775 | 0.7894 | 0.8885 |
501
+ | 0.2893 | 20.9302 | 900 | 0.7979 | 0.1775 | 0.7979 | 0.8932 |
502
+ | 0.2893 | 20.9767 | 902 | 0.7151 | 0.2105 | 0.7151 | 0.8456 |
503
+ | 0.2893 | 21.0233 | 904 | 0.7090 | 0.0416 | 0.7090 | 0.8420 |
504
+ | 0.2893 | 21.0698 | 906 | 0.7475 | -0.0493 | 0.7475 | 0.8646 |
505
+ | 0.2893 | 21.1163 | 908 | 0.7339 | -0.0541 | 0.7339 | 0.8567 |
506
+ | 0.2893 | 21.1628 | 910 | 0.7062 | 0.0416 | 0.7062 | 0.8404 |
507
+ | 0.2893 | 21.2093 | 912 | 0.7050 | 0.0857 | 0.7050 | 0.8397 |
508
+ | 0.2893 | 21.2558 | 914 | 0.7210 | 0.1627 | 0.7210 | 0.8491 |
509
+ | 0.2893 | 21.3023 | 916 | 0.7078 | 0.0807 | 0.7078 | 0.8413 |
510
+ | 0.2893 | 21.3488 | 918 | 0.6854 | 0.0909 | 0.6854 | 0.8279 |
511
+ | 0.2893 | 21.3953 | 920 | 0.7009 | 0.0555 | 0.7009 | 0.8372 |
512
+ | 0.2893 | 21.4419 | 922 | 0.7167 | 0.0 | 0.7167 | 0.8466 |
513
+ | 0.2893 | 21.4884 | 924 | 0.6937 | 0.0555 | 0.6937 | 0.8329 |
514
+ | 0.2893 | 21.5349 | 926 | 0.6823 | 0.0909 | 0.6823 | 0.8260 |
515
+ | 0.2893 | 21.5814 | 928 | 0.7032 | 0.1318 | 0.7032 | 0.8385 |
516
+ | 0.2893 | 21.6279 | 930 | 0.6946 | 0.0909 | 0.6946 | 0.8334 |
517
+ | 0.2893 | 21.6744 | 932 | 0.6873 | 0.0506 | 0.6873 | 0.8291 |
518
+ | 0.2893 | 21.7209 | 934 | 0.7248 | 0.0555 | 0.7248 | 0.8514 |
519
+ | 0.2893 | 21.7674 | 936 | 0.7448 | -0.0551 | 0.7448 | 0.8630 |
520
+ | 0.2893 | 21.8140 | 938 | 0.7474 | 0.0555 | 0.7474 | 0.8646 |
521
+ | 0.2893 | 21.8605 | 940 | 0.7360 | 0.0555 | 0.7360 | 0.8579 |
522
+ | 0.2893 | 21.9070 | 942 | 0.7214 | 0.0506 | 0.7214 | 0.8494 |
523
+ | 0.2893 | 21.9535 | 944 | 0.7110 | 0.0506 | 0.7110 | 0.8432 |
524
+ | 0.2893 | 22.0 | 946 | 0.6991 | 0.0506 | 0.6991 | 0.8361 |
525
+ | 0.2893 | 22.0465 | 948 | 0.6917 | 0.0506 | 0.6917 | 0.8317 |
526
+ | 0.2893 | 22.0930 | 950 | 0.7079 | 0.0555 | 0.7079 | 0.8414 |
527
+ | 0.2893 | 22.1395 | 952 | 0.7282 | 0.0 | 0.7282 | 0.8533 |
528
+ | 0.2893 | 22.1860 | 954 | 0.7231 | 0.0 | 0.7231 | 0.8504 |
529
+ | 0.2893 | 22.2326 | 956 | 0.6919 | 0.0506 | 0.6919 | 0.8318 |
530
+ | 0.2893 | 22.2791 | 958 | 0.7090 | 0.0807 | 0.7090 | 0.8420 |
531
+ | 0.2893 | 22.3256 | 960 | 0.7467 | 0.1965 | 0.7467 | 0.8641 |
532
+ | 0.2893 | 22.3721 | 962 | 0.7963 | 0.1836 | 0.7963 | 0.8923 |
533
+ | 0.2893 | 22.4186 | 964 | 0.7621 | 0.1965 | 0.7621 | 0.8730 |
534
+ | 0.2893 | 22.4651 | 966 | 0.7244 | 0.0374 | 0.7244 | 0.8511 |
535
+ | 0.2893 | 22.5116 | 968 | 0.7355 | 0.0555 | 0.7355 | 0.8576 |
536
+ | 0.2893 | 22.5581 | 970 | 0.7602 | 0.0571 | 0.7602 | 0.8719 |
537
+ | 0.2893 | 22.6047 | 972 | 0.7672 | 0.0571 | 0.7672 | 0.8759 |
538
+ | 0.2893 | 22.6512 | 974 | 0.7450 | 0.1021 | 0.7450 | 0.8631 |
539
+ | 0.2893 | 22.6977 | 976 | 0.7349 | 0.0374 | 0.7349 | 0.8573 |
540
+ | 0.2893 | 22.7442 | 978 | 0.7359 | 0.0857 | 0.7359 | 0.8578 |
541
+ | 0.2893 | 22.7907 | 980 | 0.7203 | 0.0374 | 0.7203 | 0.8487 |
542
+ | 0.2893 | 22.8372 | 982 | 0.7160 | 0.0416 | 0.7160 | 0.8462 |
543
+ | 0.2893 | 22.8837 | 984 | 0.7161 | 0.1021 | 0.7161 | 0.8462 |
544
+ | 0.2893 | 22.9302 | 986 | 0.7212 | 0.0555 | 0.7212 | 0.8493 |
545
+ | 0.2893 | 22.9767 | 988 | 0.7450 | 0.0555 | 0.7450 | 0.8631 |
546
+ | 0.2893 | 23.0233 | 990 | 0.7638 | 0.0 | 0.7638 | 0.8740 |
547
+ | 0.2893 | 23.0698 | 992 | 0.7410 | 0.0555 | 0.7410 | 0.8608 |
548
+ | 0.2893 | 23.1163 | 994 | 0.7297 | 0.0869 | 0.7297 | 0.8542 |
549
+ | 0.2893 | 23.1628 | 996 | 0.7437 | 0.0776 | 0.7437 | 0.8624 |
550
+ | 0.2893 | 23.2093 | 998 | 0.7446 | 0.0776 | 0.7446 | 0.8629 |
551
+ | 0.0636 | 23.2558 | 1000 | 0.7424 | 0.0323 | 0.7424 | 0.8616 |
552
+ | 0.0636 | 23.3023 | 1002 | 0.7407 | 0.0732 | 0.7407 | 0.8606 |
553
+ | 0.0636 | 23.3488 | 1004 | 0.7367 | 0.0357 | 0.7367 | 0.8583 |
554
+ | 0.0636 | 23.3953 | 1006 | 0.7320 | 0.0471 | 0.7320 | 0.8556 |
555
+ | 0.0636 | 23.4419 | 1008 | 0.7324 | 0.0471 | 0.7324 | 0.8558 |
556
+ | 0.0636 | 23.4884 | 1010 | 0.7453 | 0.0033 | 0.7453 | 0.8633 |
557
+ | 0.0636 | 23.5349 | 1012 | 0.7300 | 0.0555 | 0.7300 | 0.8544 |
558
+ | 0.0636 | 23.5814 | 1014 | 0.7141 | 0.0506 | 0.7141 | 0.8450 |
559
+ | 0.0636 | 23.6279 | 1016 | 0.7114 | 0.1021 | 0.7114 | 0.8434 |
560
+ | 0.0636 | 23.6744 | 1018 | 0.7094 | 0.0416 | 0.7094 | 0.8423 |
561
+ | 0.0636 | 23.7209 | 1020 | 0.7119 | 0.0416 | 0.7119 | 0.8437 |
562
+ | 0.0636 | 23.7674 | 1022 | 0.7198 | 0.0416 | 0.7198 | 0.8484 |
563
+ | 0.0636 | 23.8140 | 1024 | 0.7176 | -0.0101 | 0.7176 | 0.8471 |
564
+ | 0.0636 | 23.8605 | 1026 | 0.7085 | 0.0909 | 0.7085 | 0.8417 |
565
+ | 0.0636 | 23.9070 | 1028 | 0.7141 | 0.0909 | 0.7141 | 0.8450 |
566
+ | 0.0636 | 23.9535 | 1030 | 0.7152 | -0.1153 | 0.7152 | 0.8457 |
567
+ | 0.0636 | 24.0 | 1032 | 0.7181 | -0.0591 | 0.7181 | 0.8474 |
568
+ | 0.0636 | 24.0465 | 1034 | 0.7328 | -0.0591 | 0.7328 | 0.8560 |
569
+ | 0.0636 | 24.0930 | 1036 | 0.7448 | -0.1081 | 0.7448 | 0.8630 |
570
+ | 0.0636 | 24.1395 | 1038 | 0.7426 | -0.1616 | 0.7426 | 0.8617 |
571
 
572
 
573
  ### Framework versions