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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k10_task1_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task1_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task1_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: 0.6630
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- - Qwk: 0.6716
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- - Mse: 0.6630
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- - Rmse: 0.8143
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  ## Model description
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@@ -49,261 +49,265 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0299 | 2 | 7.1893 | 0.0110 | 7.1893 | 2.6813 |
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- | No log | 0.0597 | 4 | 4.7827 | 0.0690 | 4.7827 | 2.1869 |
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- | No log | 0.0896 | 6 | 3.2390 | 0.0791 | 3.2390 | 1.7997 |
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- | No log | 0.1194 | 8 | 2.2809 | 0.0658 | 2.2809 | 1.5103 |
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- | No log | 0.1493 | 10 | 1.8933 | 0.2202 | 1.8933 | 1.3760 |
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- | No log | 0.1791 | 12 | 1.6864 | 0.2075 | 1.6864 | 1.2986 |
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- | No log | 0.2090 | 14 | 1.6286 | 0.1682 | 1.6286 | 1.2762 |
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- | No log | 0.2388 | 16 | 1.6563 | 0.2523 | 1.6563 | 1.2870 |
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- | No log | 0.2687 | 18 | 1.6830 | 0.3000 | 1.6830 | 1.2973 |
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- | No log | 0.2985 | 20 | 1.6707 | 0.1880 | 1.6707 | 1.2925 |
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- | No log | 0.3284 | 22 | 1.6463 | 0.2479 | 1.6462 | 1.2831 |
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- | No log | 0.3582 | 24 | 1.4037 | 0.3158 | 1.4037 | 1.1848 |
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- | No log | 0.3881 | 26 | 1.8463 | 0.0727 | 1.8463 | 1.3588 |
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- | No log | 0.4179 | 28 | 2.0703 | 0.0909 | 2.0703 | 1.4389 |
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- | No log | 0.4478 | 30 | 1.9843 | 0.1062 | 1.9843 | 1.4086 |
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- | No log | 0.4776 | 32 | 1.4785 | 0.1667 | 1.4785 | 1.2159 |
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- | No log | 0.5075 | 34 | 1.2724 | 0.3761 | 1.2724 | 1.1280 |
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- | No log | 0.5373 | 36 | 1.8881 | 0.3684 | 1.8881 | 1.3741 |
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- | No log | 0.5672 | 38 | 1.6554 | 0.4681 | 1.6554 | 1.2866 |
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- | No log | 0.5970 | 40 | 1.1611 | 0.3717 | 1.1611 | 1.0775 |
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- | No log | 0.6269 | 42 | 1.2712 | 0.3423 | 1.2712 | 1.1275 |
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- | No log | 0.6567 | 44 | 1.3940 | 0.3276 | 1.3940 | 1.1807 |
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- | No log | 0.6866 | 46 | 1.5588 | 0.3360 | 1.5588 | 1.2485 |
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- | No log | 0.7164 | 48 | 1.4551 | 0.4 | 1.4551 | 1.2063 |
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- | No log | 0.7463 | 50 | 1.1576 | 0.4390 | 1.1576 | 1.0759 |
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- | No log | 0.7761 | 52 | 0.9234 | 0.6316 | 0.9234 | 0.9610 |
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- | No log | 0.8060 | 54 | 0.9126 | 0.6154 | 0.9126 | 0.9553 |
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- | No log | 0.8358 | 56 | 1.0456 | 0.4844 | 1.0456 | 1.0226 |
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- | No log | 0.8657 | 58 | 1.3072 | 0.5113 | 1.3072 | 1.1433 |
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- | No log | 0.8955 | 60 | 1.2204 | 0.5735 | 1.2204 | 1.1047 |
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- | No log | 0.9254 | 62 | 0.9685 | 0.5865 | 0.9685 | 0.9841 |
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- | No log | 0.9552 | 64 | 0.8994 | 0.6324 | 0.8994 | 0.9484 |
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- | No log | 0.9851 | 66 | 0.9722 | 0.6142 | 0.9722 | 0.9860 |
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- | No log | 1.0149 | 68 | 1.0479 | 0.5512 | 1.0479 | 1.0237 |
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- | No log | 1.0448 | 70 | 1.0999 | 0.5037 | 1.0999 | 1.0488 |
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- | No log | 1.0746 | 72 | 1.0616 | 0.5113 | 1.0616 | 1.0304 |
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- | No log | 1.1045 | 74 | 1.0027 | 0.5839 | 1.0027 | 1.0014 |
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- | No log | 1.1343 | 76 | 0.9874 | 0.6014 | 0.9874 | 0.9937 |
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- | No log | 1.1642 | 78 | 1.0178 | 0.6486 | 1.0178 | 1.0089 |
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- | No log | 1.1940 | 80 | 0.9829 | 0.7034 | 0.9829 | 0.9914 |
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- | No log | 1.2239 | 82 | 0.8566 | 0.6906 | 0.8566 | 0.9256 |
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- | No log | 1.2537 | 84 | 0.9080 | 0.6324 | 0.9080 | 0.9529 |
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- | No log | 1.2836 | 86 | 1.0107 | 0.6286 | 1.0107 | 1.0053 |
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- | No log | 1.3134 | 88 | 0.9816 | 0.6165 | 0.9816 | 0.9907 |
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- | No log | 1.3433 | 90 | 0.9207 | 0.6412 | 0.9207 | 0.9595 |
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- | No log | 1.3731 | 92 | 1.0391 | 0.6107 | 1.0391 | 1.0194 |
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- | No log | 1.4030 | 94 | 1.0859 | 0.6087 | 1.0859 | 1.0421 |
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- | No log | 1.4328 | 96 | 1.1279 | 0.5775 | 1.1279 | 1.0620 |
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- | No log | 1.4627 | 98 | 1.0552 | 0.6027 | 1.0552 | 1.0272 |
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- | No log | 1.4925 | 100 | 1.0665 | 0.5874 | 1.0665 | 1.0327 |
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- | No log | 1.5224 | 102 | 1.0193 | 0.6479 | 1.0193 | 1.0096 |
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- | No log | 1.5522 | 104 | 1.0236 | 0.6216 | 1.0236 | 1.0117 |
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- | No log | 1.5821 | 106 | 1.0121 | 0.6164 | 1.0121 | 1.0060 |
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- | No log | 1.6119 | 108 | 0.9635 | 0.6443 | 0.9635 | 0.9816 |
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- | No log | 1.6418 | 110 | 0.8874 | 0.6883 | 0.8874 | 0.9420 |
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- | No log | 1.6716 | 112 | 0.8407 | 0.7125 | 0.8407 | 0.9169 |
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- | No log | 1.7015 | 114 | 0.7822 | 0.7329 | 0.7822 | 0.8844 |
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- | No log | 1.7313 | 116 | 0.7411 | 0.7516 | 0.7411 | 0.8608 |
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- | No log | 1.7612 | 118 | 0.8219 | 0.6853 | 0.8219 | 0.9066 |
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- | No log | 1.7910 | 120 | 0.9243 | 0.5755 | 0.9243 | 0.9614 |
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- | No log | 1.8209 | 122 | 0.9469 | 0.6119 | 0.9469 | 0.9731 |
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- | No log | 1.8507 | 124 | 0.8437 | 0.6429 | 0.8437 | 0.9185 |
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- | No log | 1.8806 | 126 | 0.7713 | 0.6980 | 0.7713 | 0.8783 |
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- | No log | 1.9104 | 128 | 0.7624 | 0.7051 | 0.7624 | 0.8731 |
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- | No log | 1.9403 | 130 | 0.8307 | 0.7006 | 0.8307 | 0.9114 |
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- | No log | 1.9701 | 132 | 0.8725 | 0.7294 | 0.8725 | 0.9341 |
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- | No log | 2.0 | 134 | 0.8432 | 0.6971 | 0.8432 | 0.9182 |
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- | No log | 2.0299 | 136 | 0.9823 | 0.6941 | 0.9823 | 0.9911 |
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- | No log | 2.0597 | 138 | 1.1380 | 0.6667 | 1.1380 | 1.0668 |
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- | No log | 2.0896 | 140 | 1.0319 | 0.6788 | 1.0319 | 1.0158 |
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- | No log | 2.1194 | 142 | 0.9708 | 0.6620 | 0.9708 | 0.9853 |
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- | No log | 2.1493 | 144 | 0.8914 | 0.6232 | 0.8914 | 0.9442 |
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- | No log | 2.1791 | 146 | 0.8622 | 0.6316 | 0.8622 | 0.9285 |
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- | No log | 2.2090 | 148 | 0.8625 | 0.6569 | 0.8625 | 0.9287 |
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- | No log | 2.2388 | 150 | 0.8581 | 0.6345 | 0.8581 | 0.9263 |
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- | No log | 2.2687 | 152 | 0.8900 | 0.6621 | 0.8900 | 0.9434 |
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- | No log | 2.2985 | 154 | 0.9169 | 0.6577 | 0.9169 | 0.9576 |
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- | No log | 2.3284 | 156 | 0.8987 | 0.6621 | 0.8987 | 0.9480 |
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- | No log | 2.3582 | 158 | 0.8252 | 0.6522 | 0.8252 | 0.9084 |
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- | No log | 2.3881 | 160 | 0.8714 | 0.6980 | 0.8714 | 0.9335 |
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- | No log | 2.4179 | 162 | 0.9280 | 0.7013 | 0.9280 | 0.9633 |
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- | No log | 2.4478 | 164 | 0.8683 | 0.7285 | 0.8683 | 0.9318 |
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- | No log | 2.4776 | 166 | 0.8855 | 0.6667 | 0.8855 | 0.9410 |
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- | No log | 2.5075 | 168 | 0.9761 | 0.6623 | 0.9761 | 0.9880 |
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- | No log | 2.5373 | 170 | 0.9321 | 0.6623 | 0.9321 | 0.9654 |
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- | No log | 2.5672 | 172 | 0.7965 | 0.6755 | 0.7965 | 0.8924 |
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- | No log | 2.5970 | 174 | 0.8126 | 0.7468 | 0.8126 | 0.9014 |
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- | No log | 2.6269 | 176 | 0.8144 | 0.7389 | 0.8144 | 0.9024 |
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- | No log | 2.6567 | 178 | 0.7397 | 0.7075 | 0.7397 | 0.8600 |
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- | No log | 2.6866 | 180 | 0.7606 | 0.7347 | 0.7606 | 0.8721 |
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- | No log | 2.7164 | 182 | 0.8908 | 0.6933 | 0.8908 | 0.9438 |
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- | No log | 2.7463 | 184 | 0.8721 | 0.7114 | 0.8721 | 0.9339 |
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- | No log | 2.7761 | 186 | 0.8073 | 0.7183 | 0.8073 | 0.8985 |
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- | No log | 2.8060 | 188 | 0.7805 | 0.7310 | 0.7805 | 0.8835 |
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- | No log | 2.8358 | 190 | 0.8064 | 0.7590 | 0.8064 | 0.8980 |
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- | No log | 2.8657 | 192 | 0.8708 | 0.7191 | 0.8708 | 0.9332 |
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- | No log | 2.8955 | 194 | 0.8454 | 0.7444 | 0.8454 | 0.9194 |
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- | No log | 2.9254 | 196 | 0.8459 | 0.7444 | 0.8459 | 0.9197 |
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- | No log | 2.9552 | 198 | 0.8870 | 0.7273 | 0.8870 | 0.9418 |
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- | No log | 2.9851 | 200 | 0.7262 | 0.7222 | 0.7262 | 0.8522 |
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- | No log | 3.0149 | 202 | 0.6719 | 0.7042 | 0.6719 | 0.8197 |
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- | No log | 3.0448 | 204 | 0.6872 | 0.6957 | 0.6872 | 0.8290 |
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- | No log | 3.0746 | 206 | 0.6878 | 0.7324 | 0.6878 | 0.8293 |
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- | No log | 3.1045 | 208 | 0.7630 | 0.7 | 0.7630 | 0.8735 |
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- | No log | 3.1343 | 210 | 0.9272 | 0.6933 | 0.9272 | 0.9629 |
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- | No log | 3.1642 | 212 | 0.9683 | 0.7013 | 0.9683 | 0.9840 |
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- | No log | 3.1940 | 214 | 0.7845 | 0.7143 | 0.7845 | 0.8857 |
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- | No log | 3.2239 | 216 | 0.7000 | 0.7273 | 0.7000 | 0.8366 |
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- | No log | 3.2537 | 218 | 0.6961 | 0.6759 | 0.6961 | 0.8343 |
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- | No log | 3.2836 | 220 | 0.6849 | 0.7152 | 0.6849 | 0.8276 |
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- | No log | 3.3134 | 222 | 0.6756 | 0.76 | 0.6756 | 0.8219 |
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- | No log | 3.3433 | 224 | 0.7654 | 0.7333 | 0.7654 | 0.8749 |
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- | No log | 3.3731 | 226 | 0.8079 | 0.7143 | 0.8079 | 0.8989 |
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- | No log | 3.4030 | 228 | 0.8007 | 0.7027 | 0.8007 | 0.8948 |
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- | No log | 3.4328 | 230 | 0.7293 | 0.7133 | 0.7293 | 0.8540 |
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- | No log | 3.4627 | 232 | 0.7137 | 0.6849 | 0.7137 | 0.8448 |
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- | No log | 3.4925 | 234 | 0.6998 | 0.7448 | 0.6998 | 0.8365 |
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- | No log | 3.5224 | 236 | 0.7393 | 0.72 | 0.7393 | 0.8598 |
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- | No log | 3.5522 | 238 | 0.8904 | 0.7337 | 0.8904 | 0.9436 |
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- | No log | 3.5821 | 240 | 0.9118 | 0.7326 | 0.9118 | 0.9549 |
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- | No log | 3.6119 | 242 | 0.7450 | 0.7261 | 0.7450 | 0.8631 |
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- | No log | 3.6418 | 244 | 0.6538 | 0.7285 | 0.6538 | 0.8086 |
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- | No log | 3.6716 | 246 | 0.6726 | 0.8025 | 0.6726 | 0.8201 |
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- | No log | 3.7015 | 248 | 0.6817 | 0.7651 | 0.6817 | 0.8256 |
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- | No log | 3.7313 | 250 | 0.7176 | 0.7324 | 0.7176 | 0.8471 |
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- | No log | 3.7612 | 252 | 0.7234 | 0.7273 | 0.7234 | 0.8505 |
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- | No log | 3.7910 | 254 | 0.6836 | 0.7324 | 0.6836 | 0.8268 |
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- | No log | 3.8209 | 256 | 0.6706 | 0.7101 | 0.6706 | 0.8189 |
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- | No log | 3.8507 | 258 | 0.7216 | 0.7143 | 0.7216 | 0.8495 |
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- | No log | 3.8806 | 260 | 0.6764 | 0.7361 | 0.6764 | 0.8224 |
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- | No log | 3.9104 | 262 | 0.6619 | 0.7261 | 0.6619 | 0.8135 |
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- | No log | 3.9403 | 264 | 0.6271 | 0.75 | 0.6271 | 0.7919 |
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- | No log | 3.9701 | 266 | 0.5752 | 0.8121 | 0.5752 | 0.7584 |
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- | No log | 4.0 | 268 | 0.5776 | 0.8171 | 0.5776 | 0.7600 |
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- | No log | 4.0299 | 270 | 0.5929 | 0.7771 | 0.5929 | 0.7700 |
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- | No log | 4.0597 | 272 | 0.7293 | 0.7456 | 0.7293 | 0.8540 |
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- | No log | 4.0896 | 274 | 0.7770 | 0.7349 | 0.7770 | 0.8815 |
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- | No log | 4.1194 | 276 | 0.6471 | 0.7361 | 0.6471 | 0.8044 |
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- | No log | 4.1493 | 278 | 0.6642 | 0.7692 | 0.6642 | 0.8150 |
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- | No log | 4.1791 | 280 | 0.6624 | 0.775 | 0.6624 | 0.8139 |
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- | No log | 4.2090 | 282 | 0.6455 | 0.7484 | 0.6455 | 0.8034 |
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- | No log | 4.2388 | 284 | 0.7262 | 0.7273 | 0.7262 | 0.8522 |
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- | No log | 4.2687 | 286 | 0.8020 | 0.7657 | 0.8020 | 0.8955 |
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- | No log | 4.2985 | 288 | 0.7632 | 0.725 | 0.7632 | 0.8736 |
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- | No log | 4.3284 | 290 | 0.7108 | 0.7050 | 0.7108 | 0.8431 |
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- | No log | 4.3582 | 292 | 0.7042 | 0.7000 | 0.7042 | 0.8392 |
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- | No log | 4.3881 | 294 | 0.7336 | 0.7172 | 0.7336 | 0.8565 |
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- | No log | 4.4179 | 296 | 0.6801 | 0.7260 | 0.6801 | 0.8247 |
200
- | No log | 4.4478 | 298 | 0.7143 | 0.7020 | 0.7143 | 0.8452 |
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- | No log | 4.4776 | 300 | 0.8235 | 0.7305 | 0.8235 | 0.9075 |
202
- | No log | 4.5075 | 302 | 0.8410 | 0.7024 | 0.8410 | 0.9171 |
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- | No log | 4.5373 | 304 | 0.6792 | 0.7222 | 0.6792 | 0.8241 |
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- | No log | 4.5672 | 306 | 0.6212 | 0.7172 | 0.6212 | 0.7882 |
205
- | No log | 4.5970 | 308 | 0.6272 | 0.7172 | 0.6272 | 0.7920 |
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- | No log | 4.6269 | 310 | 0.6523 | 0.75 | 0.6523 | 0.8077 |
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- | No log | 4.6567 | 312 | 0.6612 | 0.7143 | 0.6612 | 0.8132 |
208
- | No log | 4.6866 | 314 | 0.6279 | 0.7333 | 0.6279 | 0.7924 |
209
- | No log | 4.7164 | 316 | 0.6154 | 0.7651 | 0.6154 | 0.7844 |
210
- | No log | 4.7463 | 318 | 0.6173 | 0.7050 | 0.6173 | 0.7857 |
211
- | No log | 4.7761 | 320 | 0.6866 | 0.7234 | 0.6866 | 0.8286 |
212
- | No log | 4.8060 | 322 | 0.7240 | 0.6944 | 0.7240 | 0.8509 |
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- | No log | 4.8358 | 324 | 0.7257 | 0.7027 | 0.7257 | 0.8519 |
214
- | No log | 4.8657 | 326 | 0.6657 | 0.7183 | 0.6657 | 0.8159 |
215
- | No log | 4.8955 | 328 | 0.6882 | 0.6667 | 0.6882 | 0.8296 |
216
- | No log | 4.9254 | 330 | 0.7069 | 0.6715 | 0.7069 | 0.8408 |
217
- | No log | 4.9552 | 332 | 0.7498 | 0.6861 | 0.7498 | 0.8659 |
218
- | No log | 4.9851 | 334 | 0.8058 | 0.6765 | 0.8058 | 0.8977 |
219
- | No log | 5.0149 | 336 | 0.7562 | 0.6861 | 0.7562 | 0.8696 |
220
- | No log | 5.0448 | 338 | 0.7126 | 0.7101 | 0.7126 | 0.8442 |
221
- | No log | 5.0746 | 340 | 0.6470 | 0.7338 | 0.6470 | 0.8044 |
222
- | No log | 5.1045 | 342 | 0.5940 | 0.7639 | 0.5940 | 0.7707 |
223
- | No log | 5.1343 | 344 | 0.5835 | 0.8052 | 0.5835 | 0.7639 |
224
- | No log | 5.1642 | 346 | 0.6046 | 0.7867 | 0.6046 | 0.7775 |
225
- | No log | 5.1940 | 348 | 0.6763 | 0.7152 | 0.6763 | 0.8224 |
226
- | No log | 5.2239 | 350 | 0.7312 | 0.7273 | 0.7312 | 0.8551 |
227
- | No log | 5.2537 | 352 | 0.7201 | 0.6957 | 0.7201 | 0.8486 |
228
- | No log | 5.2836 | 354 | 0.7294 | 0.6423 | 0.7294 | 0.8540 |
229
- | No log | 5.3134 | 356 | 0.7045 | 0.6423 | 0.7045 | 0.8394 |
230
- | No log | 5.3433 | 358 | 0.6672 | 0.6950 | 0.6672 | 0.8168 |
231
- | No log | 5.3731 | 360 | 0.7641 | 0.7394 | 0.7641 | 0.8741 |
232
- | No log | 5.4030 | 362 | 0.8114 | 0.7485 | 0.8114 | 0.9008 |
233
- | No log | 5.4328 | 364 | 0.6769 | 0.7226 | 0.6769 | 0.8227 |
234
- | No log | 5.4627 | 366 | 0.6301 | 0.7297 | 0.6301 | 0.7938 |
235
- | No log | 5.4925 | 368 | 0.5890 | 0.7273 | 0.5890 | 0.7675 |
236
- | No log | 5.5224 | 370 | 0.5806 | 0.7619 | 0.5806 | 0.7620 |
237
- | No log | 5.5522 | 372 | 0.5850 | 0.7368 | 0.5850 | 0.7649 |
238
- | No log | 5.5821 | 374 | 0.6451 | 0.7368 | 0.6451 | 0.8032 |
239
- | No log | 5.6119 | 376 | 0.6941 | 0.7246 | 0.6941 | 0.8331 |
240
- | No log | 5.6418 | 378 | 0.7211 | 0.6912 | 0.7211 | 0.8492 |
241
- | No log | 5.6716 | 380 | 0.7038 | 0.6716 | 0.7038 | 0.8389 |
242
- | No log | 5.7015 | 382 | 0.6677 | 0.7324 | 0.6677 | 0.8171 |
243
- | No log | 5.7313 | 384 | 0.6588 | 0.7417 | 0.6588 | 0.8117 |
244
- | No log | 5.7612 | 386 | 0.6868 | 0.7067 | 0.6868 | 0.8288 |
245
- | No log | 5.7910 | 388 | 0.7058 | 0.7089 | 0.7058 | 0.8401 |
246
- | No log | 5.8209 | 390 | 0.7104 | 0.6667 | 0.7104 | 0.8429 |
247
- | No log | 5.8507 | 392 | 0.7292 | 0.6716 | 0.7292 | 0.8539 |
248
- | No log | 5.8806 | 394 | 0.7703 | 0.6716 | 0.7703 | 0.8776 |
249
- | No log | 5.9104 | 396 | 0.7651 | 0.6917 | 0.7651 | 0.8747 |
250
- | No log | 5.9403 | 398 | 0.7331 | 0.6565 | 0.7331 | 0.8562 |
251
- | No log | 5.9701 | 400 | 0.6728 | 0.7234 | 0.6728 | 0.8203 |
252
- | No log | 6.0 | 402 | 0.6132 | 0.8 | 0.6132 | 0.7831 |
253
- | No log | 6.0299 | 404 | 0.5748 | 0.8166 | 0.5748 | 0.7581 |
254
- | No log | 6.0597 | 406 | 0.5824 | 0.8268 | 0.5824 | 0.7632 |
255
- | No log | 6.0896 | 408 | 0.5892 | 0.7758 | 0.5892 | 0.7676 |
256
- | No log | 6.1194 | 410 | 0.6181 | 0.725 | 0.6181 | 0.7862 |
257
- | No log | 6.1493 | 412 | 0.6783 | 0.6857 | 0.6783 | 0.8236 |
258
- | No log | 6.1791 | 414 | 0.6971 | 0.6765 | 0.6971 | 0.8349 |
259
- | No log | 6.2090 | 416 | 0.7002 | 0.6718 | 0.7002 | 0.8368 |
260
- | No log | 6.2388 | 418 | 0.6979 | 0.6308 | 0.6979 | 0.8354 |
261
- | No log | 6.2687 | 420 | 0.6931 | 0.6917 | 0.6931 | 0.8325 |
262
- | No log | 6.2985 | 422 | 0.6692 | 0.6667 | 0.6692 | 0.8180 |
263
- | No log | 6.3284 | 424 | 0.6244 | 0.6765 | 0.6244 | 0.7902 |
264
- | No log | 6.3582 | 426 | 0.6261 | 0.6939 | 0.6261 | 0.7912 |
265
- | No log | 6.3881 | 428 | 0.6095 | 0.7578 | 0.6095 | 0.7807 |
266
- | No log | 6.4179 | 430 | 0.6247 | 0.7516 | 0.6247 | 0.7904 |
267
- | No log | 6.4478 | 432 | 0.6200 | 0.7007 | 0.6200 | 0.7874 |
268
- | No log | 6.4776 | 434 | 0.6153 | 0.7391 | 0.6153 | 0.7844 |
269
- | No log | 6.5075 | 436 | 0.6413 | 0.7313 | 0.6413 | 0.8008 |
270
- | No log | 6.5373 | 438 | 0.6668 | 0.6866 | 0.6668 | 0.8166 |
271
- | No log | 6.5672 | 440 | 0.6726 | 0.6866 | 0.6726 | 0.8201 |
272
- | No log | 6.5970 | 442 | 0.6741 | 0.7007 | 0.6741 | 0.8211 |
273
- | No log | 6.6269 | 444 | 0.6863 | 0.7133 | 0.6863 | 0.8284 |
274
- | No log | 6.6567 | 446 | 0.7141 | 0.7516 | 0.7141 | 0.8451 |
275
- | No log | 6.6866 | 448 | 0.6477 | 0.7613 | 0.6477 | 0.8048 |
276
- | No log | 6.7164 | 450 | 0.5985 | 0.7792 | 0.5985 | 0.7737 |
277
- | No log | 6.7463 | 452 | 0.6231 | 0.76 | 0.6231 | 0.7893 |
278
- | No log | 6.7761 | 454 | 0.6179 | 0.7682 | 0.6179 | 0.7860 |
279
- | No log | 6.8060 | 456 | 0.6522 | 0.7222 | 0.6522 | 0.8076 |
280
- | No log | 6.8358 | 458 | 0.7465 | 0.7407 | 0.7465 | 0.8640 |
281
- | No log | 6.8657 | 460 | 0.7213 | 0.75 | 0.7213 | 0.8493 |
282
- | No log | 6.8955 | 462 | 0.6368 | 0.7361 | 0.6368 | 0.7980 |
283
- | No log | 6.9254 | 464 | 0.6201 | 0.7083 | 0.6201 | 0.7875 |
284
- | No log | 6.9552 | 466 | 0.6109 | 0.7586 | 0.6109 | 0.7816 |
285
- | No log | 6.9851 | 468 | 0.6043 | 0.7586 | 0.6043 | 0.7773 |
286
- | No log | 7.0149 | 470 | 0.6063 | 0.7639 | 0.6063 | 0.7787 |
287
- | No log | 7.0448 | 472 | 0.6138 | 0.6957 | 0.6138 | 0.7835 |
288
- | No log | 7.0746 | 474 | 0.6451 | 0.7083 | 0.6451 | 0.8032 |
289
- | No log | 7.1045 | 476 | 0.7149 | 0.7425 | 0.7149 | 0.8455 |
290
- | No log | 7.1343 | 478 | 0.7533 | 0.7456 | 0.7533 | 0.8679 |
291
- | No log | 7.1642 | 480 | 0.6937 | 0.7425 | 0.6937 | 0.8329 |
292
- | No log | 7.1940 | 482 | 0.6003 | 0.7451 | 0.6003 | 0.7748 |
293
- | No log | 7.2239 | 484 | 0.5653 | 0.7517 | 0.5653 | 0.7519 |
294
- | No log | 7.2537 | 486 | 0.5578 | 0.7898 | 0.5578 | 0.7468 |
295
- | No log | 7.2836 | 488 | 0.6107 | 0.7927 | 0.6107 | 0.7815 |
296
- | No log | 7.3134 | 490 | 0.6130 | 0.775 | 0.6130 | 0.7830 |
297
- | No log | 7.3433 | 492 | 0.6215 | 0.7432 | 0.6215 | 0.7884 |
298
- | No log | 7.3731 | 494 | 0.6216 | 0.7632 | 0.6216 | 0.7884 |
299
- | No log | 7.4030 | 496 | 0.5922 | 0.7432 | 0.5922 | 0.7695 |
300
- | No log | 7.4328 | 498 | 0.5882 | 0.75 | 0.5882 | 0.7669 |
301
- | 0.4632 | 7.4627 | 500 | 0.6101 | 0.7083 | 0.6101 | 0.7811 |
302
- | 0.4632 | 7.4925 | 502 | 0.6300 | 0.6957 | 0.6300 | 0.7937 |
303
- | 0.4632 | 7.5224 | 504 | 0.6499 | 0.6861 | 0.6499 | 0.8062 |
304
- | 0.4632 | 7.5522 | 506 | 0.6945 | 0.7050 | 0.6945 | 0.8334 |
305
- | 0.4632 | 7.5821 | 508 | 0.6862 | 0.6815 | 0.6862 | 0.8284 |
306
- | 0.4632 | 7.6119 | 510 | 0.6630 | 0.6716 | 0.6630 | 0.8143 |
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k10_task1_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k10_task1_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: 0.8610
19
+ - Qwk: 0.6619
20
+ - Mse: 0.8610
21
+ - Rmse: 0.9279
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0267 | 2 | 6.8741 | 0.0242 | 6.8741 | 2.6219 |
53
+ | No log | 0.0533 | 4 | 4.4447 | 0.1205 | 4.4447 | 2.1082 |
54
+ | No log | 0.08 | 6 | 2.9239 | 0.0988 | 2.9239 | 1.7099 |
55
+ | No log | 0.1067 | 8 | 2.2647 | 0.1342 | 2.2647 | 1.5049 |
56
+ | No log | 0.1333 | 10 | 1.8034 | 0.3167 | 1.8034 | 1.3429 |
57
+ | No log | 0.16 | 12 | 1.6455 | 0.2000 | 1.6455 | 1.2828 |
58
+ | No log | 0.1867 | 14 | 1.6240 | 0.2430 | 1.6240 | 1.2744 |
59
+ | No log | 0.2133 | 16 | 1.5608 | 0.2430 | 1.5608 | 1.2493 |
60
+ | No log | 0.24 | 18 | 1.3631 | 0.3273 | 1.3631 | 1.1675 |
61
+ | No log | 0.2667 | 20 | 1.4066 | 0.4833 | 1.4066 | 1.1860 |
62
+ | No log | 0.2933 | 22 | 1.4600 | 0.4202 | 1.4600 | 1.2083 |
63
+ | No log | 0.32 | 24 | 1.2744 | 0.4874 | 1.2744 | 1.1289 |
64
+ | No log | 0.3467 | 26 | 1.1430 | 0.3717 | 1.1430 | 1.0691 |
65
+ | No log | 0.3733 | 28 | 1.3560 | 0.5496 | 1.3560 | 1.1645 |
66
+ | No log | 0.4 | 30 | 1.5789 | 0.3731 | 1.5789 | 1.2566 |
67
+ | No log | 0.4267 | 32 | 1.6589 | 0.3731 | 1.6589 | 1.2880 |
68
+ | No log | 0.4533 | 34 | 1.4425 | 0.3788 | 1.4425 | 1.2010 |
69
+ | No log | 0.48 | 36 | 1.1931 | 0.4706 | 1.1931 | 1.0923 |
70
+ | No log | 0.5067 | 38 | 1.1102 | 0.5167 | 1.1102 | 1.0537 |
71
+ | No log | 0.5333 | 40 | 1.1154 | 0.5 | 1.1154 | 1.0561 |
72
+ | No log | 0.56 | 42 | 1.0953 | 0.5556 | 1.0953 | 1.0466 |
73
+ | No log | 0.5867 | 44 | 1.3899 | 0.3363 | 1.3899 | 1.1790 |
74
+ | No log | 0.6133 | 46 | 1.4906 | 0.2385 | 1.4906 | 1.2209 |
75
+ | No log | 0.64 | 48 | 1.3064 | 0.3130 | 1.3064 | 1.1430 |
76
+ | No log | 0.6667 | 50 | 1.0549 | 0.5323 | 1.0549 | 1.0271 |
77
+ | No log | 0.6933 | 52 | 1.0217 | 0.5669 | 1.0217 | 1.0108 |
78
+ | No log | 0.72 | 54 | 1.0282 | 0.6466 | 1.0282 | 1.0140 |
79
+ | No log | 0.7467 | 56 | 1.2213 | 0.5507 | 1.2213 | 1.1051 |
80
+ | No log | 0.7733 | 58 | 1.3697 | 0.5306 | 1.3697 | 1.1703 |
81
+ | No log | 0.8 | 60 | 1.3558 | 0.4861 | 1.3558 | 1.1644 |
82
+ | No log | 0.8267 | 62 | 1.3191 | 0.5068 | 1.3191 | 1.1485 |
83
+ | No log | 0.8533 | 64 | 1.2220 | 0.575 | 1.2220 | 1.1055 |
84
+ | No log | 0.88 | 66 | 1.1871 | 0.65 | 1.1871 | 1.0895 |
85
+ | No log | 0.9067 | 68 | 1.1565 | 0.5860 | 1.1565 | 1.0754 |
86
+ | No log | 0.9333 | 70 | 1.1430 | 0.5949 | 1.1430 | 1.0691 |
87
+ | No log | 0.96 | 72 | 1.2064 | 0.6104 | 1.2064 | 1.0984 |
88
+ | No log | 0.9867 | 74 | 1.0976 | 0.6364 | 1.0976 | 1.0477 |
89
+ | No log | 1.0133 | 76 | 1.0378 | 0.6093 | 1.0378 | 1.0187 |
90
+ | No log | 1.04 | 78 | 1.0194 | 0.6133 | 1.0194 | 1.0097 |
91
+ | No log | 1.0667 | 80 | 1.0062 | 0.6528 | 1.0062 | 1.0031 |
92
+ | No log | 1.0933 | 82 | 1.0427 | 0.6027 | 1.0427 | 1.0211 |
93
+ | No log | 1.12 | 84 | 1.2466 | 0.5333 | 1.2466 | 1.1165 |
94
+ | No log | 1.1467 | 86 | 1.3467 | 0.5135 | 1.3467 | 1.1605 |
95
+ | No log | 1.1733 | 88 | 1.2426 | 0.5541 | 1.2426 | 1.1147 |
96
+ | No log | 1.2 | 90 | 1.1735 | 0.5517 | 1.1735 | 1.0833 |
97
+ | No log | 1.2267 | 92 | 1.2144 | 0.5467 | 1.2144 | 1.1020 |
98
+ | No log | 1.2533 | 94 | 1.2854 | 0.5921 | 1.2854 | 1.1338 |
99
+ | No log | 1.28 | 96 | 1.1206 | 0.5828 | 1.1206 | 1.0586 |
100
+ | No log | 1.3067 | 98 | 1.0282 | 0.6533 | 1.0282 | 1.0140 |
101
+ | No log | 1.3333 | 100 | 1.0217 | 0.6081 | 1.0217 | 1.0108 |
102
+ | No log | 1.3600 | 102 | 1.1092 | 0.56 | 1.1092 | 1.0532 |
103
+ | No log | 1.3867 | 104 | 1.1245 | 0.5563 | 1.1245 | 1.0604 |
104
+ | No log | 1.4133 | 106 | 1.0975 | 0.6456 | 1.0975 | 1.0476 |
105
+ | No log | 1.44 | 108 | 1.0963 | 0.6369 | 1.0963 | 1.0470 |
106
+ | No log | 1.4667 | 110 | 1.0973 | 0.6711 | 1.0973 | 1.0475 |
107
+ | No log | 1.4933 | 112 | 1.2042 | 0.5563 | 1.2042 | 1.0973 |
108
+ | No log | 1.52 | 114 | 1.2251 | 0.5405 | 1.2251 | 1.1068 |
109
+ | No log | 1.5467 | 116 | 1.1323 | 0.4928 | 1.1323 | 1.0641 |
110
+ | No log | 1.5733 | 118 | 1.0331 | 0.6015 | 1.0331 | 1.0164 |
111
+ | No log | 1.6 | 120 | 1.0456 | 0.5538 | 1.0456 | 1.0226 |
112
+ | No log | 1.6267 | 122 | 1.0191 | 0.6074 | 1.0191 | 1.0095 |
113
+ | No log | 1.6533 | 124 | 0.9872 | 0.6483 | 0.9872 | 0.9936 |
114
+ | No log | 1.6800 | 126 | 0.9630 | 0.6622 | 0.9630 | 0.9813 |
115
+ | No log | 1.7067 | 128 | 0.9826 | 0.6622 | 0.9826 | 0.9913 |
116
+ | No log | 1.7333 | 130 | 0.9697 | 0.6968 | 0.9697 | 0.9847 |
117
+ | No log | 1.76 | 132 | 1.0204 | 0.6708 | 1.0204 | 1.0101 |
118
+ | No log | 1.7867 | 134 | 1.0969 | 0.5860 | 1.0969 | 1.0473 |
119
+ | No log | 1.8133 | 136 | 1.1636 | 0.5290 | 1.1636 | 1.0787 |
120
+ | No log | 1.8400 | 138 | 1.0583 | 0.6241 | 1.0583 | 1.0287 |
121
+ | No log | 1.8667 | 140 | 1.0097 | 0.6434 | 1.0097 | 1.0048 |
122
+ | No log | 1.8933 | 142 | 1.0142 | 0.6040 | 1.0142 | 1.0071 |
123
+ | No log | 1.92 | 144 | 1.0161 | 0.6 | 1.0161 | 1.0080 |
124
+ | No log | 1.9467 | 146 | 1.0303 | 0.6111 | 1.0303 | 1.0151 |
125
+ | No log | 1.9733 | 148 | 1.0907 | 0.5714 | 1.0907 | 1.0444 |
126
+ | No log | 2.0 | 150 | 1.1810 | 0.6026 | 1.1810 | 1.0867 |
127
+ | No log | 2.0267 | 152 | 1.1206 | 0.6184 | 1.1206 | 1.0586 |
128
+ | No log | 2.0533 | 154 | 0.9845 | 0.6395 | 0.9845 | 0.9922 |
129
+ | No log | 2.08 | 156 | 0.8717 | 0.6803 | 0.8717 | 0.9337 |
130
+ | No log | 2.1067 | 158 | 0.7831 | 0.7172 | 0.7831 | 0.8849 |
131
+ | No log | 2.1333 | 160 | 0.7835 | 0.7483 | 0.7835 | 0.8852 |
132
+ | No log | 2.16 | 162 | 0.8327 | 0.7285 | 0.8327 | 0.9125 |
133
+ | No log | 2.1867 | 164 | 0.9683 | 0.6447 | 0.9683 | 0.9840 |
134
+ | No log | 2.2133 | 166 | 1.1341 | 0.6424 | 1.1341 | 1.0649 |
135
+ | No log | 2.24 | 168 | 1.0505 | 0.6225 | 1.0505 | 1.0249 |
136
+ | No log | 2.2667 | 170 | 0.9979 | 0.6980 | 0.9979 | 0.9989 |
137
+ | No log | 2.2933 | 172 | 1.1125 | 0.6154 | 1.1125 | 1.0548 |
138
+ | No log | 2.32 | 174 | 1.0772 | 0.6301 | 1.0772 | 1.0379 |
139
+ | No log | 2.3467 | 176 | 0.9361 | 0.7067 | 0.9361 | 0.9675 |
140
+ | No log | 2.3733 | 178 | 0.8536 | 0.7020 | 0.8536 | 0.9239 |
141
+ | No log | 2.4 | 180 | 0.9387 | 0.6714 | 0.9387 | 0.9689 |
142
+ | No log | 2.4267 | 182 | 1.1416 | 0.6452 | 1.1416 | 1.0684 |
143
+ | No log | 2.4533 | 184 | 1.3616 | 0.5896 | 1.3616 | 1.1669 |
144
+ | No log | 2.48 | 186 | 1.2598 | 0.5783 | 1.2598 | 1.1224 |
145
+ | No log | 2.5067 | 188 | 1.0225 | 0.5960 | 1.0225 | 1.0112 |
146
+ | No log | 2.5333 | 190 | 0.9066 | 0.6897 | 0.9066 | 0.9522 |
147
+ | No log | 2.56 | 192 | 0.9499 | 0.6620 | 0.9499 | 0.9746 |
148
+ | No log | 2.5867 | 194 | 0.9704 | 0.6901 | 0.9704 | 0.9851 |
149
+ | No log | 2.6133 | 196 | 1.0139 | 0.6 | 1.0139 | 1.0069 |
150
+ | No log | 2.64 | 198 | 1.1163 | 0.5752 | 1.1163 | 1.0566 |
151
+ | No log | 2.6667 | 200 | 1.1849 | 0.6347 | 1.1849 | 1.0886 |
152
+ | No log | 2.6933 | 202 | 1.0802 | 0.6860 | 1.0802 | 1.0393 |
153
+ | No log | 2.7200 | 204 | 0.9285 | 0.6846 | 0.9285 | 0.9636 |
154
+ | No log | 2.7467 | 206 | 0.8667 | 0.7067 | 0.8667 | 0.9310 |
155
+ | No log | 2.7733 | 208 | 0.8241 | 0.6944 | 0.8241 | 0.9078 |
156
+ | No log | 2.8 | 210 | 0.8402 | 0.6389 | 0.8402 | 0.9166 |
157
+ | No log | 2.8267 | 212 | 0.7094 | 0.7397 | 0.7094 | 0.8422 |
158
+ | No log | 2.8533 | 214 | 0.7496 | 0.7170 | 0.7496 | 0.8658 |
159
+ | No log | 2.88 | 216 | 0.8908 | 0.6533 | 0.8908 | 0.9438 |
160
+ | No log | 2.9067 | 218 | 0.9863 | 0.6338 | 0.9863 | 0.9931 |
161
+ | No log | 2.9333 | 220 | 0.9574 | 0.6269 | 0.9574 | 0.9784 |
162
+ | No log | 2.96 | 222 | 0.9293 | 0.6466 | 0.9293 | 0.9640 |
163
+ | No log | 2.9867 | 224 | 0.8087 | 0.6815 | 0.8087 | 0.8993 |
164
+ | No log | 3.0133 | 226 | 0.7484 | 0.7246 | 0.7484 | 0.8651 |
165
+ | No log | 3.04 | 228 | 0.8994 | 0.6713 | 0.8994 | 0.9484 |
166
+ | No log | 3.0667 | 230 | 1.1504 | 0.6104 | 1.1504 | 1.0726 |
167
+ | No log | 3.0933 | 232 | 1.3816 | 0.5698 | 1.3816 | 1.1754 |
168
+ | No log | 3.12 | 234 | 1.3033 | 0.5283 | 1.3033 | 1.1416 |
169
+ | No log | 3.1467 | 236 | 1.0382 | 0.6483 | 1.0382 | 1.0189 |
170
+ | No log | 3.1733 | 238 | 0.8090 | 0.6993 | 0.8090 | 0.8994 |
171
+ | No log | 3.2 | 240 | 0.7657 | 0.7172 | 0.7657 | 0.8751 |
172
+ | No log | 3.2267 | 242 | 0.7208 | 0.7403 | 0.7208 | 0.8490 |
173
+ | No log | 3.2533 | 244 | 0.6578 | 0.7595 | 0.6578 | 0.8110 |
174
+ | No log | 3.2800 | 246 | 0.6540 | 0.7875 | 0.6540 | 0.8087 |
175
+ | No log | 3.3067 | 248 | 0.6629 | 0.7722 | 0.6629 | 0.8142 |
176
+ | No log | 3.3333 | 250 | 0.6542 | 0.7771 | 0.6542 | 0.8088 |
177
+ | No log | 3.36 | 252 | 0.6886 | 0.7383 | 0.6886 | 0.8298 |
178
+ | No log | 3.3867 | 254 | 0.7713 | 0.7162 | 0.7713 | 0.8782 |
179
+ | No log | 3.4133 | 256 | 0.8228 | 0.6933 | 0.8228 | 0.9071 |
180
+ | No log | 3.44 | 258 | 0.8110 | 0.6933 | 0.8110 | 0.9005 |
181
+ | No log | 3.4667 | 260 | 0.7480 | 0.7248 | 0.7480 | 0.8649 |
182
+ | No log | 3.4933 | 262 | 0.7517 | 0.7467 | 0.7517 | 0.8670 |
183
+ | No log | 3.52 | 264 | 0.8304 | 0.6531 | 0.8304 | 0.9113 |
184
+ | No log | 3.5467 | 266 | 0.8847 | 0.6338 | 0.8847 | 0.9406 |
185
+ | No log | 3.5733 | 268 | 0.9792 | 0.6143 | 0.9792 | 0.9895 |
186
+ | No log | 3.6 | 270 | 1.1103 | 0.5775 | 1.1103 | 1.0537 |
187
+ | No log | 3.6267 | 272 | 1.1819 | 0.5772 | 1.1819 | 1.0871 |
188
+ | No log | 3.6533 | 274 | 1.1139 | 0.6194 | 1.1139 | 1.0554 |
189
+ | No log | 3.68 | 276 | 0.9879 | 0.6795 | 0.9879 | 0.9939 |
190
+ | No log | 3.7067 | 278 | 0.9530 | 0.6795 | 0.9530 | 0.9762 |
191
+ | No log | 3.7333 | 280 | 0.8750 | 0.6883 | 0.8750 | 0.9354 |
192
+ | No log | 3.76 | 282 | 0.8212 | 0.7051 | 0.8212 | 0.9062 |
193
+ | No log | 3.7867 | 284 | 0.8460 | 0.6879 | 0.8460 | 0.9198 |
194
+ | No log | 3.8133 | 286 | 0.9590 | 0.7073 | 0.9590 | 0.9793 |
195
+ | No log | 3.84 | 288 | 0.9822 | 0.6879 | 0.9822 | 0.9911 |
196
+ | No log | 3.8667 | 290 | 0.9018 | 0.6622 | 0.9018 | 0.9496 |
197
+ | No log | 3.8933 | 292 | 0.8417 | 0.6849 | 0.8417 | 0.9175 |
198
+ | No log | 3.92 | 294 | 0.8231 | 0.6849 | 0.8231 | 0.9072 |
199
+ | No log | 3.9467 | 296 | 0.8336 | 0.6849 | 0.8336 | 0.9130 |
200
+ | No log | 3.9733 | 298 | 0.9300 | 0.6753 | 0.9300 | 0.9644 |
201
+ | No log | 4.0 | 300 | 1.0312 | 0.6946 | 1.0312 | 1.0155 |
202
+ | No log | 4.0267 | 302 | 1.0142 | 0.6835 | 1.0142 | 1.0071 |
203
+ | No log | 4.0533 | 304 | 0.9042 | 0.6667 | 0.9042 | 0.9509 |
204
+ | No log | 4.08 | 306 | 0.8233 | 0.6763 | 0.8233 | 0.9074 |
205
+ | No log | 4.1067 | 308 | 0.7849 | 0.7297 | 0.7849 | 0.8859 |
206
+ | No log | 4.1333 | 310 | 0.8086 | 0.6892 | 0.8086 | 0.8992 |
207
+ | No log | 4.16 | 312 | 0.8434 | 0.6708 | 0.8434 | 0.9184 |
208
+ | No log | 4.1867 | 314 | 0.8597 | 0.6667 | 0.8597 | 0.9272 |
209
+ | No log | 4.2133 | 316 | 0.8039 | 0.6707 | 0.8039 | 0.8966 |
210
+ | No log | 4.24 | 318 | 0.7587 | 0.7089 | 0.7587 | 0.8711 |
211
+ | No log | 4.2667 | 320 | 0.7797 | 0.7020 | 0.7797 | 0.8830 |
212
+ | No log | 4.2933 | 322 | 0.8696 | 0.6980 | 0.8696 | 0.9325 |
213
+ | No log | 4.32 | 324 | 0.9971 | 0.6415 | 0.9971 | 0.9986 |
214
+ | No log | 4.3467 | 326 | 0.9556 | 0.6928 | 0.9556 | 0.9776 |
215
+ | No log | 4.3733 | 328 | 0.9013 | 0.6897 | 0.9013 | 0.9494 |
216
+ | No log | 4.4 | 330 | 0.8171 | 0.6806 | 0.8171 | 0.9039 |
217
+ | No log | 4.4267 | 332 | 0.7826 | 0.6806 | 0.7826 | 0.8846 |
218
+ | No log | 4.4533 | 334 | 0.8317 | 0.7160 | 0.8317 | 0.9120 |
219
+ | No log | 4.48 | 336 | 0.8134 | 0.6875 | 0.8134 | 0.9019 |
220
+ | No log | 4.5067 | 338 | 0.7539 | 0.6986 | 0.7539 | 0.8683 |
221
+ | No log | 4.5333 | 340 | 0.7251 | 0.7586 | 0.7251 | 0.8515 |
222
+ | No log | 4.5600 | 342 | 0.7196 | 0.7586 | 0.7196 | 0.8483 |
223
+ | No log | 4.5867 | 344 | 0.7581 | 0.7172 | 0.7581 | 0.8707 |
224
+ | No log | 4.6133 | 346 | 0.8706 | 0.6452 | 0.8706 | 0.9331 |
225
+ | No log | 4.64 | 348 | 0.8928 | 0.6575 | 0.8928 | 0.9449 |
226
+ | No log | 4.6667 | 350 | 0.8076 | 0.6667 | 0.8076 | 0.8987 |
227
+ | No log | 4.6933 | 352 | 0.7308 | 0.7482 | 0.7308 | 0.8549 |
228
+ | No log | 4.72 | 354 | 0.7093 | 0.7448 | 0.7093 | 0.8422 |
229
+ | No log | 4.7467 | 356 | 0.7407 | 0.7260 | 0.7407 | 0.8606 |
230
+ | No log | 4.7733 | 358 | 0.7957 | 0.6579 | 0.7957 | 0.8920 |
231
+ | No log | 4.8 | 360 | 0.8123 | 0.6667 | 0.8123 | 0.9013 |
232
+ | No log | 4.8267 | 362 | 0.7446 | 0.7260 | 0.7446 | 0.8629 |
233
+ | No log | 4.8533 | 364 | 0.7353 | 0.7075 | 0.7353 | 0.8575 |
234
+ | No log | 4.88 | 366 | 0.7361 | 0.7190 | 0.7361 | 0.8580 |
235
+ | No log | 4.9067 | 368 | 0.7259 | 0.7296 | 0.7259 | 0.8520 |
236
+ | No log | 4.9333 | 370 | 0.6900 | 0.7421 | 0.6900 | 0.8306 |
237
+ | No log | 4.96 | 372 | 0.6774 | 0.7531 | 0.6774 | 0.8231 |
238
+ | No log | 4.9867 | 374 | 0.6182 | 0.7742 | 0.6182 | 0.7862 |
239
+ | No log | 5.0133 | 376 | 0.6223 | 0.8054 | 0.6223 | 0.7889 |
240
+ | No log | 5.04 | 378 | 0.6672 | 0.7724 | 0.6672 | 0.8168 |
241
+ | No log | 5.0667 | 380 | 0.7741 | 0.6761 | 0.7741 | 0.8798 |
242
+ | No log | 5.0933 | 382 | 0.9519 | 0.6752 | 0.9519 | 0.9756 |
243
+ | No log | 5.12 | 384 | 1.0898 | 0.6471 | 1.0898 | 1.0439 |
244
+ | No log | 5.1467 | 386 | 1.0006 | 0.6628 | 1.0006 | 1.0003 |
245
+ | No log | 5.1733 | 388 | 0.7750 | 0.6842 | 0.7750 | 0.8804 |
246
+ | No log | 5.2 | 390 | 0.6647 | 0.7778 | 0.6647 | 0.8153 |
247
+ | No log | 5.2267 | 392 | 0.6656 | 0.7552 | 0.6656 | 0.8158 |
248
+ | No log | 5.2533 | 394 | 0.6535 | 0.75 | 0.6535 | 0.8084 |
249
+ | No log | 5.28 | 396 | 0.6453 | 0.8052 | 0.6453 | 0.8033 |
250
+ | No log | 5.3067 | 398 | 0.7204 | 0.7368 | 0.7204 | 0.8488 |
251
+ | No log | 5.3333 | 400 | 0.8184 | 0.7416 | 0.8184 | 0.9047 |
252
+ | No log | 5.36 | 402 | 0.8032 | 0.7209 | 0.8032 | 0.8962 |
253
+ | No log | 5.3867 | 404 | 0.8264 | 0.7 | 0.8264 | 0.9091 |
254
+ | No log | 5.4133 | 406 | 0.7947 | 0.6475 | 0.7947 | 0.8915 |
255
+ | No log | 5.44 | 408 | 0.7976 | 0.6767 | 0.7976 | 0.8931 |
256
+ | No log | 5.4667 | 410 | 0.8541 | 0.6212 | 0.8541 | 0.9242 |
257
+ | No log | 5.4933 | 412 | 0.8727 | 0.6370 | 0.8727 | 0.9342 |
258
+ | No log | 5.52 | 414 | 0.8625 | 0.6383 | 0.8625 | 0.9287 |
259
+ | No log | 5.5467 | 416 | 0.8559 | 0.6711 | 0.8559 | 0.9252 |
260
+ | No log | 5.5733 | 418 | 0.9579 | 0.6867 | 0.9579 | 0.9787 |
261
+ | No log | 5.6 | 420 | 0.9788 | 0.6706 | 0.9788 | 0.9893 |
262
+ | No log | 5.6267 | 422 | 0.8914 | 0.6914 | 0.8914 | 0.9441 |
263
+ | No log | 5.6533 | 424 | 0.8526 | 0.6797 | 0.8526 | 0.9233 |
264
+ | No log | 5.68 | 426 | 0.7930 | 0.6759 | 0.7930 | 0.8905 |
265
+ | No log | 5.7067 | 428 | 0.7854 | 0.6857 | 0.7854 | 0.8862 |
266
+ | No log | 5.7333 | 430 | 0.8217 | 0.6857 | 0.8217 | 0.9065 |
267
+ | No log | 5.76 | 432 | 0.8823 | 0.6434 | 0.8823 | 0.9393 |
268
+ | No log | 5.7867 | 434 | 0.9145 | 0.6711 | 0.9145 | 0.9563 |
269
+ | No log | 5.8133 | 436 | 0.9345 | 0.6624 | 0.9345 | 0.9667 |
270
+ | No log | 5.84 | 438 | 0.9181 | 0.6755 | 0.9181 | 0.9582 |
271
+ | No log | 5.8667 | 440 | 0.8573 | 0.6621 | 0.8573 | 0.9259 |
272
+ | No log | 5.8933 | 442 | 0.8173 | 0.6883 | 0.8173 | 0.9040 |
273
+ | No log | 5.92 | 444 | 0.8104 | 0.7229 | 0.8104 | 0.9002 |
274
+ | No log | 5.9467 | 446 | 0.8336 | 0.7241 | 0.8336 | 0.9130 |
275
+ | No log | 5.9733 | 448 | 0.7490 | 0.7073 | 0.7490 | 0.8655 |
276
+ | No log | 6.0 | 450 | 0.6654 | 0.7755 | 0.6654 | 0.8157 |
277
+ | No log | 6.0267 | 452 | 0.6448 | 0.7639 | 0.6448 | 0.8030 |
278
+ | No log | 6.0533 | 454 | 0.6329 | 0.7639 | 0.6329 | 0.7956 |
279
+ | No log | 6.08 | 456 | 0.6606 | 0.7722 | 0.6606 | 0.8128 |
280
+ | No log | 6.1067 | 458 | 0.8110 | 0.7273 | 0.8110 | 0.9006 |
281
+ | No log | 6.1333 | 460 | 0.8862 | 0.7168 | 0.8862 | 0.9414 |
282
+ | No log | 6.16 | 462 | 0.8165 | 0.6447 | 0.8165 | 0.9036 |
283
+ | No log | 6.1867 | 464 | 0.7252 | 0.7246 | 0.7252 | 0.8516 |
284
+ | No log | 6.2133 | 466 | 0.7203 | 0.7286 | 0.7203 | 0.8487 |
285
+ | No log | 6.24 | 468 | 0.7232 | 0.7376 | 0.7232 | 0.8504 |
286
+ | No log | 6.2667 | 470 | 0.8042 | 0.6962 | 0.8042 | 0.8968 |
287
+ | No log | 6.2933 | 472 | 0.9441 | 0.7059 | 0.9441 | 0.9716 |
288
+ | No log | 6.32 | 474 | 1.0698 | 0.6590 | 1.0698 | 1.0343 |
289
+ | No log | 6.3467 | 476 | 1.1152 | 0.5541 | 1.1152 | 1.0560 |
290
+ | No log | 6.3733 | 478 | 1.1601 | 0.5441 | 1.1601 | 1.0771 |
291
+ | No log | 6.4 | 480 | 1.1189 | 0.6015 | 1.1189 | 1.0578 |
292
+ | No log | 6.4267 | 482 | 1.0617 | 0.6119 | 1.0617 | 1.0304 |
293
+ | No log | 6.4533 | 484 | 0.9927 | 0.6423 | 0.9927 | 0.9964 |
294
+ | No log | 6.48 | 486 | 0.9448 | 0.6571 | 0.9448 | 0.9720 |
295
+ | No log | 6.5067 | 488 | 0.8540 | 0.6761 | 0.8540 | 0.9241 |
296
+ | No log | 6.5333 | 490 | 0.8157 | 0.7092 | 0.8157 | 0.9032 |
297
+ | No log | 6.5600 | 492 | 0.7628 | 0.7042 | 0.7628 | 0.8734 |
298
+ | No log | 6.5867 | 494 | 0.7473 | 0.7042 | 0.7473 | 0.8644 |
299
+ | No log | 6.6133 | 496 | 0.7532 | 0.7020 | 0.7532 | 0.8679 |
300
+ | No log | 6.64 | 498 | 0.7335 | 0.7215 | 0.7335 | 0.8564 |
301
+ | 0.4387 | 6.6667 | 500 | 0.7451 | 0.7329 | 0.7451 | 0.8632 |
302
+ | 0.4387 | 6.6933 | 502 | 0.7459 | 0.7425 | 0.7459 | 0.8637 |
303
+ | 0.4387 | 6.72 | 504 | 0.6933 | 0.7172 | 0.6933 | 0.8326 |
304
+ | 0.4387 | 6.7467 | 506 | 0.7113 | 0.7299 | 0.7113 | 0.8434 |
305
+ | 0.4387 | 6.7733 | 508 | 0.7200 | 0.7353 | 0.7200 | 0.8485 |
306
+ | 0.4387 | 6.8 | 510 | 0.7192 | 0.7259 | 0.7192 | 0.8480 |
307
+ | 0.4387 | 6.8267 | 512 | 0.7357 | 0.7153 | 0.7357 | 0.8577 |
308
+ | 0.4387 | 6.8533 | 514 | 0.8000 | 0.6331 | 0.8000 | 0.8945 |
309
+ | 0.4387 | 6.88 | 516 | 0.8622 | 0.6331 | 0.8622 | 0.9285 |
310
+ | 0.4387 | 6.9067 | 518 | 0.8610 | 0.6619 | 0.8610 | 0.9279 |
311
 
312
 
313
  ### Framework versions