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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_task1_organization

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  1. README.md +272 -261
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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: 0.8389
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- - Qwk: 0.6370
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- - Mse: 0.8389
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- - Rmse: 0.9159
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  ## Model description
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@@ -49,261 +49,272 @@ 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 | 0.0556 | 2 | 6.9265 | 0.0057 | 6.9265 | 2.6318 |
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- | No log | 0.1111 | 4 | 4.5040 | 0.0494 | 4.5040 | 2.1223 |
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- | No log | 0.1667 | 6 | 3.4885 | -0.0227 | 3.4885 | 1.8677 |
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- | No log | 0.2222 | 8 | 2.7959 | 0.0580 | 2.7959 | 1.6721 |
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- | No log | 0.2778 | 10 | 2.1314 | 0.0645 | 2.1314 | 1.4599 |
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- | No log | 0.3333 | 12 | 1.9667 | 0.1930 | 1.9667 | 1.4024 |
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- | No log | 0.3889 | 14 | 1.8264 | 0.1538 | 1.8264 | 1.3515 |
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- | No log | 0.4444 | 16 | 1.9369 | 0.1165 | 1.9369 | 1.3917 |
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- | No log | 0.5 | 18 | 2.1547 | 0.0926 | 2.1547 | 1.4679 |
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- | No log | 0.5556 | 20 | 2.1594 | 0.0885 | 2.1594 | 1.4695 |
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- | No log | 0.6111 | 22 | 2.1192 | 0.1724 | 2.1192 | 1.4558 |
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- | No log | 0.6667 | 24 | 1.9755 | 0.1698 | 1.9755 | 1.4055 |
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- | No log | 0.7222 | 26 | 1.9165 | 0.1165 | 1.9165 | 1.3844 |
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- | No log | 0.7778 | 28 | 1.8231 | 0.1165 | 1.8231 | 1.3502 |
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- | No log | 0.8333 | 30 | 1.7344 | 0.0396 | 1.7344 | 1.3170 |
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- | No log | 0.8889 | 32 | 1.7884 | 0.0396 | 1.7884 | 1.3373 |
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- | No log | 0.9444 | 34 | 1.8749 | 0.0396 | 1.8749 | 1.3693 |
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- | No log | 1.0 | 36 | 1.8947 | 0.0784 | 1.8947 | 1.3765 |
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- | No log | 1.0556 | 38 | 1.8032 | 0.0396 | 1.8032 | 1.3428 |
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- | No log | 1.1111 | 40 | 1.7262 | 0.0396 | 1.7262 | 1.3138 |
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- | No log | 1.1667 | 42 | 1.6455 | 0.0784 | 1.6455 | 1.2828 |
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- | No log | 1.2222 | 44 | 1.6801 | 0.2056 | 1.6801 | 1.2962 |
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- | No log | 1.2778 | 46 | 1.7355 | 0.3448 | 1.7355 | 1.3174 |
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- | No log | 1.3333 | 48 | 1.8064 | 0.3065 | 1.8064 | 1.3440 |
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- | No log | 1.3889 | 50 | 1.7273 | 0.3252 | 1.7273 | 1.3143 |
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- | No log | 1.4444 | 52 | 1.5169 | 0.2703 | 1.5169 | 1.2316 |
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- | No log | 1.5 | 54 | 1.4735 | 0.1165 | 1.4735 | 1.2139 |
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- | No log | 1.5556 | 56 | 1.5190 | 0.2385 | 1.5190 | 1.2325 |
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- | No log | 1.6111 | 58 | 1.4499 | 0.2752 | 1.4499 | 1.2041 |
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- | No log | 1.6667 | 60 | 1.3909 | 0.2075 | 1.3909 | 1.1794 |
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- | No log | 1.7222 | 62 | 1.3979 | 0.3478 | 1.3979 | 1.1823 |
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- | No log | 1.7778 | 64 | 1.5850 | 0.3040 | 1.5850 | 1.2590 |
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- | No log | 1.8333 | 66 | 1.6390 | 0.3307 | 1.6390 | 1.2802 |
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- | No log | 1.8889 | 68 | 1.5199 | 0.4160 | 1.5199 | 1.2329 |
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- | No log | 1.9444 | 70 | 1.3568 | 0.4103 | 1.3568 | 1.1648 |
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- | No log | 2.0 | 72 | 1.3257 | 0.2778 | 1.3257 | 1.1514 |
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- | No log | 2.0556 | 74 | 1.3453 | 0.2430 | 1.3453 | 1.1599 |
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- | No log | 2.1111 | 76 | 1.3276 | 0.2430 | 1.3276 | 1.1522 |
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- | No log | 2.1667 | 78 | 1.2935 | 0.2430 | 1.2935 | 1.1373 |
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- | No log | 2.2222 | 80 | 1.2765 | 0.3091 | 1.2765 | 1.1298 |
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- | No log | 2.2778 | 82 | 1.2431 | 0.3063 | 1.2431 | 1.1150 |
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- | No log | 2.3333 | 84 | 1.2196 | 0.2909 | 1.2196 | 1.1044 |
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- | No log | 2.3889 | 86 | 1.2156 | 0.3036 | 1.2156 | 1.1025 |
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- | No log | 2.4444 | 88 | 1.2170 | 0.4237 | 1.2170 | 1.1032 |
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- | No log | 2.5 | 90 | 1.1814 | 0.3684 | 1.1814 | 1.0869 |
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- | No log | 2.5556 | 92 | 1.1623 | 0.3793 | 1.1623 | 1.0781 |
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- | No log | 2.6111 | 94 | 1.1335 | 0.4426 | 1.1335 | 1.0647 |
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- | No log | 2.6667 | 96 | 1.0998 | 0.4426 | 1.0998 | 1.0487 |
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- | No log | 2.7222 | 98 | 1.0710 | 0.4715 | 1.0710 | 1.0349 |
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- | No log | 2.7778 | 100 | 1.0404 | 0.5827 | 1.0404 | 1.0200 |
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- | No log | 2.8333 | 102 | 1.1062 | 0.5528 | 1.1062 | 1.0518 |
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- | No log | 2.8889 | 104 | 1.2620 | 0.4677 | 1.2620 | 1.1234 |
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- | No log | 2.9444 | 106 | 1.3304 | 0.5156 | 1.3304 | 1.1534 |
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- | No log | 3.0 | 108 | 1.2870 | 0.5 | 1.2870 | 1.1344 |
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- | No log | 3.0556 | 110 | 1.1946 | 0.5984 | 1.1946 | 1.0930 |
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- | No log | 3.1111 | 112 | 1.0777 | 0.608 | 1.0777 | 1.0381 |
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- | No log | 3.1667 | 114 | 0.9607 | 0.6299 | 0.9607 | 0.9802 |
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- | No log | 3.2222 | 116 | 0.9083 | 0.6142 | 0.9083 | 0.9531 |
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- | No log | 3.2778 | 118 | 0.9013 | 0.6562 | 0.9013 | 0.9494 |
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- | No log | 3.3333 | 120 | 1.0614 | 0.5909 | 1.0614 | 1.0302 |
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- | No log | 3.3889 | 122 | 1.1111 | 0.5606 | 1.1111 | 1.0541 |
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- | No log | 3.4444 | 124 | 0.9810 | 0.5909 | 0.9810 | 0.9905 |
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- | No log | 3.5 | 126 | 0.9082 | 0.6519 | 0.9082 | 0.9530 |
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- | No log | 3.5556 | 128 | 0.9778 | 0.5714 | 0.9778 | 0.9888 |
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- | No log | 3.6111 | 130 | 1.1034 | 0.5564 | 1.1034 | 1.0504 |
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- | No log | 3.6667 | 132 | 1.0712 | 0.5760 | 1.0712 | 1.0350 |
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- | No log | 3.7222 | 134 | 1.0509 | 0.5806 | 1.0509 | 1.0251 |
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- | No log | 3.7778 | 136 | 1.0079 | 0.6080 | 1.0079 | 1.0039 |
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- | No log | 3.8333 | 138 | 0.8070 | 0.6617 | 0.8070 | 0.8983 |
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- | No log | 3.8889 | 140 | 0.7281 | 0.7050 | 0.7281 | 0.8533 |
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- | No log | 3.9444 | 142 | 0.8301 | 0.6423 | 0.8301 | 0.9111 |
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- | No log | 4.0 | 144 | 0.8466 | 0.6418 | 0.8466 | 0.9201 |
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- | No log | 4.0556 | 146 | 0.7829 | 0.6767 | 0.7829 | 0.8848 |
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- | No log | 4.1111 | 148 | 0.7478 | 0.6667 | 0.7478 | 0.8647 |
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- | No log | 4.1667 | 150 | 0.7990 | 0.6667 | 0.7990 | 0.8939 |
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- | No log | 4.2222 | 152 | 0.8297 | 0.6667 | 0.8297 | 0.9109 |
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- | No log | 4.2778 | 154 | 0.9195 | 0.6716 | 0.9195 | 0.9589 |
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- | No log | 4.3333 | 156 | 0.9721 | 0.6466 | 0.9721 | 0.9860 |
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- | No log | 4.3889 | 158 | 0.9312 | 0.6308 | 0.9312 | 0.9650 |
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- | No log | 4.4444 | 160 | 0.9117 | 0.6861 | 0.9117 | 0.9548 |
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- | No log | 4.5 | 162 | 0.8837 | 0.6957 | 0.8837 | 0.9400 |
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- | No log | 4.5556 | 164 | 0.7650 | 0.6861 | 0.7650 | 0.8747 |
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- | No log | 4.6111 | 166 | 0.7931 | 0.7101 | 0.7931 | 0.8906 |
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- | No log | 4.6667 | 168 | 0.9629 | 0.6232 | 0.9629 | 0.9813 |
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- | No log | 4.7222 | 170 | 0.9007 | 0.6423 | 0.9007 | 0.9490 |
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- | No log | 4.7778 | 172 | 0.7518 | 0.6715 | 0.7518 | 0.8670 |
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- | No log | 4.8333 | 174 | 0.7321 | 0.6715 | 0.7321 | 0.8556 |
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- | No log | 4.8889 | 176 | 0.7737 | 0.6765 | 0.7737 | 0.8796 |
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- | No log | 4.9444 | 178 | 0.8352 | 0.6567 | 0.8352 | 0.9139 |
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- | No log | 5.0 | 180 | 0.9737 | 0.6119 | 0.9737 | 0.9868 |
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- | No log | 5.0556 | 182 | 1.0310 | 0.5970 | 1.0310 | 1.0154 |
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- | No log | 5.1111 | 184 | 0.9467 | 0.6519 | 0.9467 | 0.9730 |
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- | No log | 5.1667 | 186 | 1.0042 | 0.6286 | 1.0042 | 1.0021 |
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- | No log | 5.2222 | 188 | 0.9869 | 0.6483 | 0.9869 | 0.9934 |
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- | No log | 5.2778 | 190 | 0.9611 | 0.6099 | 0.9611 | 0.9804 |
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- | No log | 5.3333 | 192 | 1.0662 | 0.5839 | 1.0662 | 1.0326 |
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- | No log | 5.3889 | 194 | 1.0689 | 0.5344 | 1.0689 | 1.0339 |
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- | No log | 5.4444 | 196 | 1.1336 | 0.5077 | 1.1336 | 1.0647 |
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- | No log | 5.5 | 198 | 1.1165 | 0.5414 | 1.1165 | 1.0566 |
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- | No log | 5.5556 | 200 | 1.1400 | 0.5672 | 1.1400 | 1.0677 |
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- | No log | 5.6111 | 202 | 0.9423 | 0.6423 | 0.9423 | 0.9707 |
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- | No log | 5.6667 | 204 | 0.8025 | 0.6667 | 0.8025 | 0.8958 |
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- | No log | 5.7222 | 206 | 0.7912 | 0.6912 | 0.7912 | 0.8895 |
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- | No log | 5.7778 | 208 | 0.8354 | 0.6716 | 0.8354 | 0.9140 |
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- | No log | 5.8333 | 210 | 0.9494 | 0.6567 | 0.9494 | 0.9744 |
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- | No log | 5.8889 | 212 | 1.0092 | 0.6466 | 1.0092 | 1.0046 |
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- | No log | 5.9444 | 214 | 1.0025 | 0.6423 | 1.0025 | 1.0012 |
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- | No log | 6.0 | 216 | 0.9806 | 0.6475 | 0.9806 | 0.9902 |
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- | No log | 6.0556 | 218 | 0.8635 | 0.6765 | 0.8635 | 0.9293 |
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- | No log | 6.1111 | 220 | 0.6756 | 0.7324 | 0.6756 | 0.8219 |
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- | No log | 6.1667 | 222 | 0.6330 | 0.7234 | 0.6330 | 0.7956 |
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- | No log | 6.2222 | 224 | 0.6744 | 0.7194 | 0.6744 | 0.8212 |
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- | No log | 6.2778 | 226 | 0.7810 | 0.7 | 0.7810 | 0.8838 |
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- | No log | 6.3333 | 228 | 0.7493 | 0.7 | 0.7493 | 0.8656 |
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- | No log | 6.3889 | 230 | 0.6737 | 0.7101 | 0.6737 | 0.8208 |
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- | No log | 6.4444 | 232 | 0.6563 | 0.7059 | 0.6563 | 0.8101 |
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- | No log | 6.5 | 234 | 0.6797 | 0.7194 | 0.6797 | 0.8245 |
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- | No log | 6.5556 | 236 | 0.7396 | 0.7101 | 0.7396 | 0.8600 |
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- | No log | 6.6111 | 238 | 0.7939 | 0.6809 | 0.7939 | 0.8910 |
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- | No log | 6.6667 | 240 | 0.8458 | 0.6667 | 0.8458 | 0.9197 |
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- | No log | 6.7222 | 242 | 0.8934 | 0.6571 | 0.8934 | 0.9452 |
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- | No log | 6.7778 | 244 | 1.0311 | 0.6622 | 1.0311 | 1.0154 |
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- | No log | 6.8333 | 246 | 1.1054 | 0.6303 | 1.1054 | 1.0514 |
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- | No log | 6.8889 | 248 | 0.9515 | 0.6711 | 0.9515 | 0.9754 |
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- | No log | 6.9444 | 250 | 0.8437 | 0.6714 | 0.8437 | 0.9185 |
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- | No log | 7.0 | 252 | 0.7892 | 0.6567 | 0.7892 | 0.8884 |
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- | No log | 7.0556 | 254 | 0.7573 | 0.6667 | 0.7573 | 0.8702 |
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- | No log | 7.1111 | 256 | 0.7145 | 0.6767 | 0.7145 | 0.8453 |
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- | No log | 7.1667 | 258 | 0.7093 | 0.7536 | 0.7093 | 0.8422 |
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- | No log | 7.2222 | 260 | 0.7189 | 0.7429 | 0.7189 | 0.8479 |
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- | No log | 7.2778 | 262 | 0.6446 | 0.8028 | 0.6446 | 0.8029 |
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- | No log | 7.3333 | 264 | 0.6629 | 0.7310 | 0.6629 | 0.8142 |
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- | No log | 7.3889 | 266 | 0.8967 | 0.6479 | 0.8967 | 0.9470 |
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- | No log | 7.4444 | 268 | 0.9119 | 0.6575 | 0.9119 | 0.9549 |
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- | No log | 7.5 | 270 | 0.7286 | 0.6944 | 0.7286 | 0.8536 |
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- | No log | 7.5556 | 272 | 0.6186 | 0.7838 | 0.6186 | 0.7865 |
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- | No log | 7.6111 | 274 | 0.7451 | 0.7355 | 0.7451 | 0.8632 |
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- | No log | 7.6667 | 276 | 0.6858 | 0.7895 | 0.6858 | 0.8281 |
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- | No log | 7.7222 | 278 | 0.5898 | 0.7808 | 0.5898 | 0.7680 |
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- | No log | 7.7778 | 280 | 0.7154 | 0.7246 | 0.7154 | 0.8458 |
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- | No log | 7.8333 | 282 | 0.9763 | 0.6423 | 0.9763 | 0.9881 |
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- | No log | 7.8889 | 284 | 1.0511 | 0.6515 | 1.0511 | 1.0252 |
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- | No log | 7.9444 | 286 | 1.0605 | 0.6466 | 1.0605 | 1.0298 |
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- | No log | 8.0 | 288 | 0.9878 | 0.6466 | 0.9878 | 0.9939 |
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- | No log | 8.0556 | 290 | 0.8454 | 0.6763 | 0.8454 | 0.9194 |
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- | No log | 8.1111 | 292 | 0.7212 | 0.6812 | 0.7212 | 0.8492 |
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- | No log | 8.1667 | 294 | 0.6267 | 0.7324 | 0.6267 | 0.7916 |
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- | No log | 8.2222 | 296 | 0.6164 | 0.7917 | 0.6164 | 0.7851 |
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- | No log | 8.2778 | 298 | 0.6639 | 0.7586 | 0.6639 | 0.8148 |
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- | No log | 8.3333 | 300 | 0.6976 | 0.7361 | 0.6976 | 0.8352 |
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- | No log | 8.3889 | 302 | 0.6821 | 0.7376 | 0.6821 | 0.8259 |
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- | No log | 8.4444 | 304 | 0.6845 | 0.7246 | 0.6845 | 0.8273 |
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- | No log | 8.5 | 306 | 0.7363 | 0.6950 | 0.7363 | 0.8581 |
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- | No log | 8.5556 | 308 | 0.7921 | 0.6853 | 0.7921 | 0.8900 |
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- | No log | 8.6111 | 310 | 0.9030 | 0.6389 | 0.9030 | 0.9503 |
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- | No log | 8.6667 | 312 | 0.8652 | 0.6479 | 0.8652 | 0.9302 |
208
- | No log | 8.7222 | 314 | 0.7990 | 0.6377 | 0.7990 | 0.8939 |
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- | No log | 8.7778 | 316 | 0.7888 | 0.6370 | 0.7888 | 0.8881 |
210
- | No log | 8.8333 | 318 | 0.8021 | 0.6471 | 0.8021 | 0.8956 |
211
- | No log | 8.8889 | 320 | 0.8577 | 0.6377 | 0.8577 | 0.9261 |
212
- | No log | 8.9444 | 322 | 0.9197 | 0.5899 | 0.9197 | 0.9590 |
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- | No log | 9.0 | 324 | 0.9176 | 0.6015 | 0.9176 | 0.9579 |
214
- | No log | 9.0556 | 326 | 0.8809 | 0.6370 | 0.8809 | 0.9386 |
215
- | No log | 9.1111 | 328 | 0.8153 | 0.6308 | 0.8153 | 0.9029 |
216
- | No log | 9.1667 | 330 | 0.7893 | 0.6618 | 0.7893 | 0.8884 |
217
- | No log | 9.2222 | 332 | 0.8311 | 0.6857 | 0.8311 | 0.9116 |
218
- | No log | 9.2778 | 334 | 0.9005 | 0.6667 | 0.9005 | 0.9489 |
219
- | No log | 9.3333 | 336 | 0.8674 | 0.6667 | 0.8674 | 0.9313 |
220
- | No log | 9.3889 | 338 | 0.7626 | 0.7260 | 0.7626 | 0.8733 |
221
- | No log | 9.4444 | 340 | 0.7002 | 0.7391 | 0.7002 | 0.8368 |
222
- | No log | 9.5 | 342 | 0.6851 | 0.7482 | 0.6851 | 0.8277 |
223
- | No log | 9.5556 | 344 | 0.6952 | 0.7714 | 0.6952 | 0.8338 |
224
- | No log | 9.6111 | 346 | 0.6866 | 0.7465 | 0.6866 | 0.8286 |
225
- | No log | 9.6667 | 348 | 0.7392 | 0.7067 | 0.7392 | 0.8598 |
226
- | No log | 9.7222 | 350 | 0.8197 | 0.7006 | 0.8197 | 0.9054 |
227
- | No log | 9.7778 | 352 | 0.8433 | 0.6712 | 0.8433 | 0.9183 |
228
- | No log | 9.8333 | 354 | 0.8703 | 0.6423 | 0.8703 | 0.9329 |
229
- | No log | 9.8889 | 356 | 0.8392 | 0.6423 | 0.8392 | 0.9161 |
230
- | No log | 9.9444 | 358 | 0.8713 | 0.6963 | 0.8713 | 0.9334 |
231
- | No log | 10.0 | 360 | 0.8282 | 0.7206 | 0.8282 | 0.9101 |
232
- | No log | 10.0556 | 362 | 0.8927 | 0.6567 | 0.8927 | 0.9448 |
233
- | No log | 10.1111 | 364 | 0.9405 | 0.6043 | 0.9405 | 0.9698 |
234
- | No log | 10.1667 | 366 | 0.8757 | 0.6316 | 0.8757 | 0.9358 |
235
- | No log | 10.2222 | 368 | 0.7799 | 0.6667 | 0.7799 | 0.8831 |
236
- | No log | 10.2778 | 370 | 0.7583 | 0.6567 | 0.7583 | 0.8708 |
237
- | No log | 10.3333 | 372 | 0.7854 | 0.6471 | 0.7854 | 0.8862 |
238
- | No log | 10.3889 | 374 | 0.7861 | 0.6475 | 0.7861 | 0.8866 |
239
- | No log | 10.4444 | 376 | 0.7513 | 0.6986 | 0.7513 | 0.8668 |
240
- | No log | 10.5 | 378 | 0.6781 | 0.7682 | 0.6781 | 0.8235 |
241
- | No log | 10.5556 | 380 | 0.5830 | 0.7482 | 0.5830 | 0.7635 |
242
- | No log | 10.6111 | 382 | 0.5930 | 0.7606 | 0.5930 | 0.7700 |
243
- | No log | 10.6667 | 384 | 0.7155 | 0.7020 | 0.7155 | 0.8459 |
244
- | No log | 10.7222 | 386 | 0.8568 | 0.6623 | 0.8568 | 0.9256 |
245
- | No log | 10.7778 | 388 | 0.8602 | 0.64 | 0.8602 | 0.9275 |
246
- | No log | 10.8333 | 390 | 0.7536 | 0.6857 | 0.7536 | 0.8681 |
247
- | No log | 10.8889 | 392 | 0.7544 | 0.6471 | 0.7544 | 0.8685 |
248
- | No log | 10.9444 | 394 | 0.8894 | 0.6345 | 0.8894 | 0.9431 |
249
- | No log | 11.0 | 396 | 1.0778 | 0.6415 | 1.0778 | 1.0382 |
250
- | No log | 11.0556 | 398 | 1.0513 | 0.6415 | 1.0513 | 1.0253 |
251
- | No log | 11.1111 | 400 | 0.8970 | 0.625 | 0.8970 | 0.9471 |
252
- | No log | 11.1667 | 402 | 0.9093 | 0.6099 | 0.9093 | 0.9536 |
253
- | No log | 11.2222 | 404 | 0.8880 | 0.6338 | 0.8880 | 0.9423 |
254
- | No log | 11.2778 | 406 | 0.8500 | 0.6383 | 0.8500 | 0.9220 |
255
- | No log | 11.3333 | 408 | 0.8299 | 0.6619 | 0.8299 | 0.9110 |
256
- | No log | 11.3889 | 410 | 0.8101 | 0.6957 | 0.8101 | 0.9001 |
257
- | No log | 11.4444 | 412 | 0.8150 | 0.6815 | 0.8150 | 0.9028 |
258
- | No log | 11.5 | 414 | 0.8662 | 0.6519 | 0.8662 | 0.9307 |
259
- | No log | 11.5556 | 416 | 0.9410 | 0.6370 | 0.9410 | 0.9701 |
260
- | No log | 11.6111 | 418 | 0.9071 | 0.6569 | 0.9071 | 0.9524 |
261
- | No log | 11.6667 | 420 | 0.8774 | 0.6519 | 0.8774 | 0.9367 |
262
- | No log | 11.7222 | 422 | 0.8567 | 0.7015 | 0.8567 | 0.9256 |
263
- | No log | 11.7778 | 424 | 0.8537 | 0.7015 | 0.8537 | 0.9240 |
264
- | No log | 11.8333 | 426 | 0.8836 | 0.6815 | 0.8836 | 0.9400 |
265
- | No log | 11.8889 | 428 | 0.8995 | 0.6519 | 0.8995 | 0.9484 |
266
- | No log | 11.9444 | 430 | 0.9592 | 0.6377 | 0.9592 | 0.9794 |
267
- | No log | 12.0 | 432 | 0.9946 | 0.6479 | 0.9946 | 0.9973 |
268
- | No log | 12.0556 | 434 | 1.0803 | 0.6069 | 1.0803 | 1.0394 |
269
- | No log | 12.1111 | 436 | 1.0948 | 0.6069 | 1.0947 | 1.0463 |
270
- | No log | 12.1667 | 438 | 1.1358 | 0.5769 | 1.1358 | 1.0657 |
271
- | No log | 12.2222 | 440 | 1.1858 | 0.5769 | 1.1858 | 1.0889 |
272
- | No log | 12.2778 | 442 | 1.3476 | 0.5889 | 1.3476 | 1.1609 |
273
- | No log | 12.3333 | 444 | 1.3663 | 0.5652 | 1.3663 | 1.1689 |
274
- | No log | 12.3889 | 446 | 1.1417 | 0.6211 | 1.1417 | 1.0685 |
275
- | No log | 12.4444 | 448 | 0.8596 | 0.6897 | 0.8596 | 0.9271 |
276
- | No log | 12.5 | 450 | 0.8046 | 0.7172 | 0.8046 | 0.8970 |
277
- | No log | 12.5556 | 452 | 0.8586 | 0.6853 | 0.8586 | 0.9266 |
278
- | No log | 12.6111 | 454 | 1.0111 | 0.6358 | 1.0111 | 1.0055 |
279
- | No log | 12.6667 | 456 | 1.0727 | 0.6053 | 1.0727 | 1.0357 |
280
- | No log | 12.7222 | 458 | 0.9567 | 0.6479 | 0.9567 | 0.9781 |
281
- | No log | 12.7778 | 460 | 0.8302 | 0.6471 | 0.8302 | 0.9112 |
282
- | No log | 12.8333 | 462 | 0.7799 | 0.6765 | 0.7799 | 0.8831 |
283
- | No log | 12.8889 | 464 | 0.8241 | 0.6519 | 0.8241 | 0.9078 |
284
- | No log | 12.9444 | 466 | 0.9437 | 0.6434 | 0.9437 | 0.9714 |
285
- | No log | 13.0 | 468 | 1.1047 | 0.5897 | 1.1047 | 1.0511 |
286
- | No log | 13.0556 | 470 | 1.0963 | 0.5906 | 1.0963 | 1.0471 |
287
- | No log | 13.1111 | 472 | 0.9560 | 0.6143 | 0.9560 | 0.9778 |
288
- | No log | 13.1667 | 474 | 0.8036 | 0.6565 | 0.8036 | 0.8964 |
289
- | No log | 13.2222 | 476 | 0.7363 | 0.6970 | 0.7363 | 0.8581 |
290
- | No log | 13.2778 | 478 | 0.7248 | 0.7218 | 0.7248 | 0.8514 |
291
- | No log | 13.3333 | 480 | 0.7064 | 0.6963 | 0.7064 | 0.8405 |
292
- | No log | 13.3889 | 482 | 0.7082 | 0.7153 | 0.7082 | 0.8416 |
293
- | No log | 13.4444 | 484 | 0.7079 | 0.7092 | 0.7079 | 0.8414 |
294
- | No log | 13.5 | 486 | 0.7063 | 0.7050 | 0.7063 | 0.8404 |
295
- | No log | 13.5556 | 488 | 0.7590 | 0.6571 | 0.7590 | 0.8712 |
296
- | No log | 13.6111 | 490 | 0.7595 | 0.6912 | 0.7595 | 0.8715 |
297
- | No log | 13.6667 | 492 | 0.7941 | 0.6912 | 0.7941 | 0.8911 |
298
- | No log | 13.7222 | 494 | 0.8511 | 0.6143 | 0.8511 | 0.9225 |
299
- | No log | 13.7778 | 496 | 0.8279 | 0.6471 | 0.8279 | 0.9099 |
300
- | No log | 13.8333 | 498 | 0.7526 | 0.6715 | 0.7526 | 0.8675 |
301
- | 0.4279 | 13.8889 | 500 | 0.7045 | 0.6861 | 0.7045 | 0.8393 |
302
- | 0.4279 | 13.9444 | 502 | 0.6989 | 0.6765 | 0.6989 | 0.8360 |
303
- | 0.4279 | 14.0 | 504 | 0.7841 | 0.6301 | 0.7841 | 0.8855 |
304
- | 0.4279 | 14.0556 | 506 | 0.8660 | 0.6351 | 0.8660 | 0.9306 |
305
- | 0.4279 | 14.1111 | 508 | 0.8744 | 0.6056 | 0.8744 | 0.9351 |
306
- | 0.4279 | 14.1667 | 510 | 0.8389 | 0.6370 | 0.8389 | 0.9159 |
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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: 1.8555
19
+ - Qwk: 0.2714
20
+ - Mse: 1.8555
21
+ - Rmse: 1.3622
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0690 | 2 | 7.0336 | -0.0113 | 7.0336 | 2.6521 |
53
+ | No log | 0.1379 | 4 | 4.9623 | 0.0444 | 4.9623 | 2.2276 |
54
+ | No log | 0.2069 | 6 | 3.6776 | -0.0215 | 3.6776 | 1.9177 |
55
+ | No log | 0.2759 | 8 | 3.2546 | -0.0109 | 3.2546 | 1.8041 |
56
+ | No log | 0.3448 | 10 | 2.4296 | 0.1793 | 2.4296 | 1.5587 |
57
+ | No log | 0.4138 | 12 | 2.0250 | 0.2222 | 2.0250 | 1.4230 |
58
+ | No log | 0.4828 | 14 | 1.9340 | 0.2353 | 1.9340 | 1.3907 |
59
+ | No log | 0.5517 | 16 | 1.9629 | 0.2742 | 1.9629 | 1.4010 |
60
+ | No log | 0.6207 | 18 | 2.0943 | 0.2815 | 2.0943 | 1.4472 |
61
+ | No log | 0.6897 | 20 | 2.1332 | 0.1727 | 2.1332 | 1.4605 |
62
+ | No log | 0.7586 | 22 | 2.1784 | 0.0839 | 2.1784 | 1.4759 |
63
+ | No log | 0.8276 | 24 | 2.2093 | 0.0280 | 2.2093 | 1.4864 |
64
+ | No log | 0.8966 | 26 | 2.1426 | 0.1846 | 2.1426 | 1.4638 |
65
+ | No log | 0.9655 | 28 | 2.0100 | 0.1695 | 2.0100 | 1.4177 |
66
+ | No log | 1.0345 | 30 | 2.0004 | 0.1849 | 2.0004 | 1.4143 |
67
+ | No log | 1.1034 | 32 | 1.8592 | 0.1913 | 1.8592 | 1.3635 |
68
+ | No log | 1.1724 | 34 | 1.8931 | 0.3360 | 1.8931 | 1.3759 |
69
+ | No log | 1.2414 | 36 | 1.8643 | 0.2903 | 1.8643 | 1.3654 |
70
+ | No log | 1.3103 | 38 | 1.8561 | 0.3226 | 1.8561 | 1.3624 |
71
+ | No log | 1.3793 | 40 | 1.8498 | 0.3193 | 1.8498 | 1.3601 |
72
+ | No log | 1.4483 | 42 | 1.9957 | 0.2879 | 1.9957 | 1.4127 |
73
+ | No log | 1.5172 | 44 | 2.2000 | 0.1088 | 2.2000 | 1.4832 |
74
+ | No log | 1.5862 | 46 | 2.2519 | 0.0966 | 2.2519 | 1.5006 |
75
+ | No log | 1.6552 | 48 | 2.0794 | 0.2044 | 2.0794 | 1.4420 |
76
+ | No log | 1.7241 | 50 | 1.8257 | 0.2521 | 1.8257 | 1.3512 |
77
+ | No log | 1.7931 | 52 | 1.6145 | 0.0952 | 1.6145 | 1.2706 |
78
+ | No log | 1.8621 | 54 | 1.5958 | 0.1143 | 1.5958 | 1.2633 |
79
+ | No log | 1.9310 | 56 | 1.5967 | 0.1143 | 1.5967 | 1.2636 |
80
+ | No log | 2.0 | 58 | 1.6743 | 0.1495 | 1.6743 | 1.2940 |
81
+ | No log | 2.0690 | 60 | 1.7428 | 0.2281 | 1.7428 | 1.3201 |
82
+ | No log | 2.1379 | 62 | 1.7379 | 0.2712 | 1.7379 | 1.3183 |
83
+ | No log | 2.2069 | 64 | 2.0447 | 0.2734 | 2.0447 | 1.4299 |
84
+ | No log | 2.2759 | 66 | 2.5578 | 0.1333 | 2.5578 | 1.5993 |
85
+ | No log | 2.3448 | 68 | 2.9436 | 0.0710 | 2.9436 | 1.7157 |
86
+ | No log | 2.4138 | 70 | 2.7349 | 0.0897 | 2.7349 | 1.6538 |
87
+ | No log | 2.4828 | 72 | 2.0016 | 0.2443 | 2.0016 | 1.4148 |
88
+ | No log | 2.5517 | 74 | 1.5160 | 0.4202 | 1.5160 | 1.2313 |
89
+ | No log | 2.6207 | 76 | 1.3924 | 0.3304 | 1.3924 | 1.1800 |
90
+ | No log | 2.6897 | 78 | 1.3655 | 0.2857 | 1.3655 | 1.1686 |
91
+ | No log | 2.7586 | 80 | 1.4646 | 0.4715 | 1.4646 | 1.2102 |
92
+ | No log | 2.8276 | 82 | 1.6219 | 0.3692 | 1.6219 | 1.2735 |
93
+ | No log | 2.8966 | 84 | 1.5568 | 0.4122 | 1.5568 | 1.2477 |
94
+ | No log | 2.9655 | 86 | 1.6130 | 0.4242 | 1.6130 | 1.2701 |
95
+ | No log | 3.0345 | 88 | 1.6488 | 0.4030 | 1.6488 | 1.2841 |
96
+ | No log | 3.1034 | 90 | 2.2555 | 0.0 | 2.2555 | 1.5018 |
97
+ | No log | 3.1724 | 92 | 2.4941 | -0.0480 | 2.4941 | 1.5793 |
98
+ | No log | 3.2414 | 94 | 2.0998 | 0.1085 | 2.0998 | 1.4491 |
99
+ | No log | 3.3103 | 96 | 1.5569 | 0.4296 | 1.5569 | 1.2477 |
100
+ | No log | 3.3793 | 98 | 1.4955 | 0.4211 | 1.4955 | 1.2229 |
101
+ | No log | 3.4483 | 100 | 1.7417 | 0.3088 | 1.7417 | 1.3197 |
102
+ | No log | 3.5172 | 102 | 2.0945 | 0.2158 | 2.0945 | 1.4472 |
103
+ | No log | 3.5862 | 104 | 2.1282 | 0.2158 | 2.1282 | 1.4588 |
104
+ | No log | 3.6552 | 106 | 1.7966 | 0.2941 | 1.7966 | 1.3404 |
105
+ | No log | 3.7241 | 108 | 1.5556 | 0.3968 | 1.5556 | 1.2472 |
106
+ | No log | 3.7931 | 110 | 1.5513 | 0.4132 | 1.5513 | 1.2455 |
107
+ | No log | 3.8621 | 112 | 1.6436 | 0.3419 | 1.6436 | 1.2820 |
108
+ | No log | 3.9310 | 114 | 1.7379 | 0.3089 | 1.7379 | 1.3183 |
109
+ | No log | 4.0 | 116 | 2.0008 | 0.1417 | 2.0008 | 1.4145 |
110
+ | No log | 4.0690 | 118 | 2.1866 | 0.0448 | 2.1866 | 1.4787 |
111
+ | No log | 4.1379 | 120 | 2.1901 | 0.0746 | 2.1901 | 1.4799 |
112
+ | No log | 4.2069 | 122 | 1.8437 | 0.25 | 1.8437 | 1.3578 |
113
+ | No log | 4.2759 | 124 | 1.3267 | 0.4960 | 1.3267 | 1.1518 |
114
+ | No log | 4.3448 | 126 | 1.1878 | 0.5039 | 1.1878 | 1.0899 |
115
+ | No log | 4.4138 | 128 | 1.2344 | 0.5271 | 1.2344 | 1.1110 |
116
+ | No log | 4.4828 | 130 | 1.5905 | 0.2812 | 1.5905 | 1.2611 |
117
+ | No log | 4.5517 | 132 | 1.8594 | 0.1527 | 1.8594 | 1.3636 |
118
+ | No log | 4.6207 | 134 | 1.9010 | 0.2059 | 1.9010 | 1.3788 |
119
+ | No log | 4.6897 | 136 | 1.9250 | 0.2143 | 1.9250 | 1.3875 |
120
+ | No log | 4.7586 | 138 | 1.8201 | 0.3053 | 1.8201 | 1.3491 |
121
+ | No log | 4.8276 | 140 | 1.6106 | 0.3871 | 1.6106 | 1.2691 |
122
+ | No log | 4.8966 | 142 | 1.4922 | 0.4103 | 1.4922 | 1.2216 |
123
+ | No log | 4.9655 | 144 | 1.4927 | 0.3423 | 1.4927 | 1.2218 |
124
+ | No log | 5.0345 | 146 | 1.6386 | 0.2321 | 1.6386 | 1.2801 |
125
+ | No log | 5.1034 | 148 | 1.7670 | 0.1818 | 1.7670 | 1.3293 |
126
+ | No log | 5.1724 | 150 | 1.8156 | 0.2000 | 1.8156 | 1.3474 |
127
+ | No log | 5.2414 | 152 | 1.8487 | 0.2899 | 1.8487 | 1.3597 |
128
+ | No log | 5.3103 | 154 | 1.9444 | 0.2754 | 1.9444 | 1.3944 |
129
+ | No log | 5.3793 | 156 | 1.8533 | 0.3259 | 1.8533 | 1.3613 |
130
+ | No log | 5.4483 | 158 | 1.8168 | 0.3284 | 1.8168 | 1.3479 |
131
+ | No log | 5.5172 | 160 | 2.0399 | 0.2429 | 2.0399 | 1.4282 |
132
+ | No log | 5.5862 | 162 | 2.2459 | 0.1944 | 2.2459 | 1.4986 |
133
+ | No log | 5.6552 | 164 | 2.0305 | 0.2429 | 2.0305 | 1.4250 |
134
+ | No log | 5.7241 | 166 | 1.7014 | 0.2791 | 1.7014 | 1.3044 |
135
+ | No log | 5.7931 | 168 | 1.6128 | 0.3740 | 1.6128 | 1.2699 |
136
+ | No log | 5.8621 | 170 | 1.6454 | 0.2992 | 1.6454 | 1.2827 |
137
+ | No log | 5.9310 | 172 | 1.7062 | 0.3150 | 1.7062 | 1.3062 |
138
+ | No log | 6.0 | 174 | 1.6997 | 0.2903 | 1.6997 | 1.3037 |
139
+ | No log | 6.0690 | 176 | 1.6161 | 0.3529 | 1.6161 | 1.2712 |
140
+ | No log | 6.1379 | 178 | 1.5130 | 0.3860 | 1.5130 | 1.2300 |
141
+ | No log | 6.2069 | 180 | 1.5263 | 0.3860 | 1.5263 | 1.2354 |
142
+ | No log | 6.2759 | 182 | 1.5738 | 0.3793 | 1.5738 | 1.2545 |
143
+ | No log | 6.3448 | 184 | 1.5957 | 0.35 | 1.5957 | 1.2632 |
144
+ | No log | 6.4138 | 186 | 1.5312 | 0.3729 | 1.5312 | 1.2374 |
145
+ | No log | 6.4828 | 188 | 1.5285 | 0.3636 | 1.5285 | 1.2363 |
146
+ | No log | 6.5517 | 190 | 1.6772 | 0.3040 | 1.6772 | 1.2950 |
147
+ | No log | 6.6207 | 192 | 1.7689 | 0.2901 | 1.7689 | 1.3300 |
148
+ | No log | 6.6897 | 194 | 1.8489 | 0.2963 | 1.8489 | 1.3597 |
149
+ | No log | 6.7586 | 196 | 1.7502 | 0.3111 | 1.7502 | 1.3230 |
150
+ | No log | 6.8276 | 198 | 1.5508 | 0.4375 | 1.5508 | 1.2453 |
151
+ | No log | 6.8966 | 200 | 1.4847 | 0.4724 | 1.4847 | 1.2185 |
152
+ | No log | 6.9655 | 202 | 1.5181 | 0.4724 | 1.5181 | 1.2321 |
153
+ | No log | 7.0345 | 204 | 1.5424 | 0.4603 | 1.5424 | 1.2419 |
154
+ | No log | 7.1034 | 206 | 1.4999 | 0.4603 | 1.4999 | 1.2247 |
155
+ | No log | 7.1724 | 208 | 1.4678 | 0.4603 | 1.4678 | 1.2115 |
156
+ | No log | 7.2414 | 210 | 1.4921 | 0.4724 | 1.4921 | 1.2215 |
157
+ | No log | 7.3103 | 212 | 1.6535 | 0.3788 | 1.6535 | 1.2859 |
158
+ | No log | 7.3793 | 214 | 1.7588 | 0.3088 | 1.7588 | 1.3262 |
159
+ | No log | 7.4483 | 216 | 1.9308 | 0.2590 | 1.9308 | 1.3895 |
160
+ | No log | 7.5172 | 218 | 2.0582 | 0.2411 | 2.0582 | 1.4346 |
161
+ | No log | 7.5862 | 220 | 1.9720 | 0.2302 | 1.9720 | 1.4043 |
162
+ | No log | 7.6552 | 222 | 1.7126 | 0.3088 | 1.7126 | 1.3087 |
163
+ | No log | 7.7241 | 224 | 1.6268 | 0.3359 | 1.6268 | 1.2755 |
164
+ | No log | 7.7931 | 226 | 1.6687 | 0.2835 | 1.6687 | 1.2918 |
165
+ | No log | 7.8621 | 228 | 1.6945 | 0.2835 | 1.6945 | 1.3017 |
166
+ | No log | 7.9310 | 230 | 1.5999 | 0.3360 | 1.5999 | 1.2649 |
167
+ | No log | 8.0 | 232 | 1.5641 | 0.3333 | 1.5641 | 1.2506 |
168
+ | No log | 8.0690 | 234 | 1.4382 | 0.4065 | 1.4382 | 1.1992 |
169
+ | No log | 8.1379 | 236 | 1.4167 | 0.4355 | 1.4167 | 1.1903 |
170
+ | No log | 8.2069 | 238 | 1.5976 | 0.3385 | 1.5976 | 1.2640 |
171
+ | No log | 8.2759 | 240 | 1.9256 | 0.1940 | 1.9256 | 1.3876 |
172
+ | No log | 8.3448 | 242 | 2.1230 | 0.1333 | 2.1230 | 1.4570 |
173
+ | No log | 8.4138 | 244 | 2.2137 | 0.0916 | 2.2137 | 1.4879 |
174
+ | No log | 8.4828 | 246 | 2.0977 | 0.1148 | 2.0977 | 1.4484 |
175
+ | No log | 8.5517 | 248 | 1.7572 | 0.1920 | 1.7572 | 1.3256 |
176
+ | No log | 8.6207 | 250 | 1.4512 | 0.4762 | 1.4512 | 1.2047 |
177
+ | No log | 8.6897 | 252 | 1.3954 | 0.4724 | 1.3954 | 1.1813 |
178
+ | No log | 8.7586 | 254 | 1.5193 | 0.3939 | 1.5193 | 1.2326 |
179
+ | No log | 8.8276 | 256 | 1.8221 | 0.2429 | 1.8221 | 1.3498 |
180
+ | No log | 8.8966 | 258 | 1.8957 | 0.2429 | 1.8957 | 1.3769 |
181
+ | No log | 8.9655 | 260 | 1.7216 | 0.3259 | 1.7216 | 1.3121 |
182
+ | No log | 9.0345 | 262 | 1.6431 | 0.3259 | 1.6431 | 1.2818 |
183
+ | No log | 9.1034 | 264 | 1.5426 | 0.4122 | 1.5426 | 1.2420 |
184
+ | No log | 9.1724 | 266 | 1.5842 | 0.4122 | 1.5842 | 1.2586 |
185
+ | No log | 9.2414 | 268 | 1.8166 | 0.2590 | 1.8166 | 1.3478 |
186
+ | No log | 9.3103 | 270 | 1.8649 | 0.2429 | 1.8649 | 1.3656 |
187
+ | No log | 9.3793 | 272 | 1.6700 | 0.3433 | 1.6700 | 1.2923 |
188
+ | No log | 9.4483 | 274 | 1.5268 | 0.4762 | 1.5268 | 1.2356 |
189
+ | No log | 9.5172 | 276 | 1.4650 | 0.48 | 1.4650 | 1.2104 |
190
+ | No log | 9.5862 | 278 | 1.4850 | 0.4762 | 1.4850 | 1.2186 |
191
+ | No log | 9.6552 | 280 | 1.6243 | 0.3308 | 1.6243 | 1.2745 |
192
+ | No log | 9.7241 | 282 | 1.8191 | 0.2464 | 1.8191 | 1.3487 |
193
+ | No log | 9.7931 | 284 | 1.8854 | 0.2302 | 1.8854 | 1.3731 |
194
+ | No log | 9.8621 | 286 | 1.8512 | 0.2464 | 1.8512 | 1.3606 |
195
+ | No log | 9.9310 | 288 | 1.7483 | 0.3088 | 1.7483 | 1.3222 |
196
+ | No log | 10.0 | 290 | 1.5944 | 0.3759 | 1.5944 | 1.2627 |
197
+ | No log | 10.0690 | 292 | 1.5145 | 0.4462 | 1.5145 | 1.2306 |
198
+ | No log | 10.1379 | 294 | 1.5924 | 0.3759 | 1.5924 | 1.2619 |
199
+ | No log | 10.2069 | 296 | 1.7761 | 0.3088 | 1.7761 | 1.3327 |
200
+ | No log | 10.2759 | 298 | 1.7523 | 0.3088 | 1.7523 | 1.3237 |
201
+ | No log | 10.3448 | 300 | 1.6201 | 0.3433 | 1.6201 | 1.2728 |
202
+ | No log | 10.4138 | 302 | 1.6052 | 0.3485 | 1.6052 | 1.2670 |
203
+ | No log | 10.4828 | 304 | 1.6207 | 0.3485 | 1.6207 | 1.2731 |
204
+ | No log | 10.5517 | 306 | 1.7446 | 0.2963 | 1.7446 | 1.3208 |
205
+ | No log | 10.6207 | 308 | 2.0260 | 0.2429 | 2.0260 | 1.4234 |
206
+ | No log | 10.6897 | 310 | 2.1099 | 0.2128 | 2.1099 | 1.4525 |
207
+ | No log | 10.7586 | 312 | 1.9599 | 0.2482 | 1.9599 | 1.4000 |
208
+ | No log | 10.8276 | 314 | 1.7237 | 0.2969 | 1.7237 | 1.3129 |
209
+ | No log | 10.8966 | 316 | 1.5982 | 0.3538 | 1.5982 | 1.2642 |
210
+ | No log | 10.9655 | 318 | 1.6279 | 0.3664 | 1.6279 | 1.2759 |
211
+ | No log | 11.0345 | 320 | 1.5942 | 0.3788 | 1.5942 | 1.2626 |
212
+ | No log | 11.1034 | 322 | 1.7260 | 0.3731 | 1.7260 | 1.3138 |
213
+ | No log | 11.1724 | 324 | 1.8554 | 0.3358 | 1.8554 | 1.3621 |
214
+ | No log | 11.2414 | 326 | 1.7632 | 0.3556 | 1.7632 | 1.3279 |
215
+ | No log | 11.3103 | 328 | 1.7205 | 0.3556 | 1.7205 | 1.3117 |
216
+ | No log | 11.3793 | 330 | 1.5909 | 0.3759 | 1.5909 | 1.2613 |
217
+ | No log | 11.4483 | 332 | 1.5411 | 0.3876 | 1.5411 | 1.2414 |
218
+ | No log | 11.5172 | 334 | 1.6067 | 0.3459 | 1.6067 | 1.2676 |
219
+ | No log | 11.5862 | 336 | 1.6679 | 0.3433 | 1.6679 | 1.2915 |
220
+ | No log | 11.6552 | 338 | 1.7789 | 0.3158 | 1.7789 | 1.3337 |
221
+ | No log | 11.7241 | 340 | 1.8109 | 0.3158 | 1.8109 | 1.3457 |
222
+ | No log | 11.7931 | 342 | 1.8044 | 0.3333 | 1.8044 | 1.3433 |
223
+ | No log | 11.8621 | 344 | 1.7502 | 0.3459 | 1.7502 | 1.3229 |
224
+ | No log | 11.9310 | 346 | 1.7825 | 0.3556 | 1.7825 | 1.3351 |
225
+ | No log | 12.0 | 348 | 1.6914 | 0.3582 | 1.6914 | 1.3006 |
226
+ | No log | 12.0690 | 350 | 1.6180 | 0.3704 | 1.6180 | 1.2720 |
227
+ | No log | 12.1379 | 352 | 1.6175 | 0.3704 | 1.6175 | 1.2718 |
228
+ | No log | 12.2069 | 354 | 1.7938 | 0.3188 | 1.7938 | 1.3393 |
229
+ | No log | 12.2759 | 356 | 2.0227 | 0.2621 | 2.0227 | 1.4222 |
230
+ | No log | 12.3448 | 358 | 1.9972 | 0.2703 | 1.9972 | 1.4132 |
231
+ | No log | 12.4138 | 360 | 1.7781 | 0.3358 | 1.7781 | 1.3334 |
232
+ | No log | 12.4828 | 362 | 1.6145 | 0.4060 | 1.6145 | 1.2706 |
233
+ | No log | 12.5517 | 364 | 1.5644 | 0.4242 | 1.5644 | 1.2507 |
234
+ | No log | 12.6207 | 366 | 1.6551 | 0.3731 | 1.6551 | 1.2865 |
235
+ | No log | 12.6897 | 368 | 1.8398 | 0.2937 | 1.8398 | 1.3564 |
236
+ | No log | 12.7586 | 370 | 1.8077 | 0.2878 | 1.8077 | 1.3445 |
237
+ | No log | 12.8276 | 372 | 1.8398 | 0.2714 | 1.8398 | 1.3564 |
238
+ | No log | 12.8966 | 374 | 1.9068 | 0.2553 | 1.9068 | 1.3809 |
239
+ | No log | 12.9655 | 376 | 1.8242 | 0.2857 | 1.8242 | 1.3506 |
240
+ | No log | 13.0345 | 378 | 1.7258 | 0.3235 | 1.7258 | 1.3137 |
241
+ | No log | 13.1034 | 380 | 1.5524 | 0.4341 | 1.5524 | 1.2459 |
242
+ | No log | 13.1724 | 382 | 1.3811 | 0.5 | 1.3811 | 1.1752 |
243
+ | No log | 13.2414 | 384 | 1.3620 | 0.4918 | 1.3620 | 1.1670 |
244
+ | No log | 13.3103 | 386 | 1.4899 | 0.4531 | 1.4899 | 1.2206 |
245
+ | No log | 13.3793 | 388 | 1.6719 | 0.3235 | 1.6719 | 1.2930 |
246
+ | No log | 13.4483 | 390 | 1.9276 | 0.2734 | 1.9276 | 1.3884 |
247
+ | No log | 13.5172 | 392 | 1.9137 | 0.3043 | 1.9137 | 1.3834 |
248
+ | No log | 13.5862 | 394 | 1.7401 | 0.3382 | 1.7401 | 1.3191 |
249
+ | No log | 13.6552 | 396 | 1.6785 | 0.4 | 1.6785 | 1.2956 |
250
+ | No log | 13.7241 | 398 | 1.7087 | 0.3556 | 1.7087 | 1.3072 |
251
+ | No log | 13.7931 | 400 | 1.8641 | 0.2899 | 1.8641 | 1.3653 |
252
+ | No log | 13.8621 | 402 | 2.0665 | 0.2254 | 2.0665 | 1.4375 |
253
+ | No log | 13.9310 | 404 | 2.0658 | 0.2254 | 2.0658 | 1.4373 |
254
+ | No log | 14.0 | 406 | 1.9802 | 0.2734 | 1.9802 | 1.4072 |
255
+ | No log | 14.0690 | 408 | 1.8402 | 0.2734 | 1.8402 | 1.3566 |
256
+ | No log | 14.1379 | 410 | 1.6068 | 0.4091 | 1.6068 | 1.2676 |
257
+ | No log | 14.2069 | 412 | 1.4904 | 0.4286 | 1.4904 | 1.2208 |
258
+ | No log | 14.2759 | 414 | 1.4861 | 0.4688 | 1.4861 | 1.2190 |
259
+ | No log | 14.3448 | 416 | 1.6133 | 0.3939 | 1.6133 | 1.2702 |
260
+ | No log | 14.4138 | 418 | 1.7624 | 0.3382 | 1.7624 | 1.3276 |
261
+ | No log | 14.4828 | 420 | 1.8805 | 0.3188 | 1.8805 | 1.3713 |
262
+ | No log | 14.5517 | 422 | 1.9200 | 0.2878 | 1.9200 | 1.3856 |
263
+ | No log | 14.6207 | 424 | 1.9024 | 0.3188 | 1.9024 | 1.3793 |
264
+ | No log | 14.6897 | 426 | 1.8949 | 0.3212 | 1.8949 | 1.3765 |
265
+ | No log | 14.7586 | 428 | 1.8919 | 0.3358 | 1.8919 | 1.3755 |
266
+ | No log | 14.8276 | 430 | 1.8439 | 0.3556 | 1.8439 | 1.3579 |
267
+ | No log | 14.8966 | 432 | 1.7523 | 0.3556 | 1.7523 | 1.3237 |
268
+ | No log | 14.9655 | 434 | 1.6935 | 0.3485 | 1.6935 | 1.3014 |
269
+ | No log | 15.0345 | 436 | 1.6611 | 0.3385 | 1.6611 | 1.2888 |
270
+ | No log | 15.1034 | 438 | 1.6127 | 0.3664 | 1.6127 | 1.2699 |
271
+ | No log | 15.1724 | 440 | 1.5917 | 0.3636 | 1.5917 | 1.2616 |
272
+ | No log | 15.2414 | 442 | 1.6757 | 0.3459 | 1.6757 | 1.2945 |
273
+ | No log | 15.3103 | 444 | 1.8595 | 0.2734 | 1.8595 | 1.3636 |
274
+ | No log | 15.3793 | 446 | 1.8759 | 0.2734 | 1.8759 | 1.3696 |
275
+ | No log | 15.4483 | 448 | 1.8069 | 0.2734 | 1.8069 | 1.3442 |
276
+ | No log | 15.5172 | 450 | 1.7391 | 0.3111 | 1.7391 | 1.3187 |
277
+ | No log | 15.5862 | 452 | 1.7058 | 0.3284 | 1.7058 | 1.3061 |
278
+ | No log | 15.6552 | 454 | 1.7072 | 0.3284 | 1.7072 | 1.3066 |
279
+ | No log | 15.7241 | 456 | 1.6675 | 0.3636 | 1.6675 | 1.2913 |
280
+ | No log | 15.7931 | 458 | 1.6920 | 0.3284 | 1.6920 | 1.3008 |
281
+ | No log | 15.8621 | 460 | 1.7943 | 0.3407 | 1.7943 | 1.3395 |
282
+ | No log | 15.9310 | 462 | 1.9555 | 0.2411 | 1.9555 | 1.3984 |
283
+ | No log | 16.0 | 464 | 2.0155 | 0.2411 | 2.0155 | 1.4197 |
284
+ | No log | 16.0690 | 466 | 1.9352 | 0.2734 | 1.9352 | 1.3911 |
285
+ | No log | 16.1379 | 468 | 1.8670 | 0.2734 | 1.8670 | 1.3664 |
286
+ | No log | 16.2069 | 470 | 1.8561 | 0.2734 | 1.8561 | 1.3624 |
287
+ | No log | 16.2759 | 472 | 1.8982 | 0.2734 | 1.8982 | 1.3778 |
288
+ | No log | 16.3448 | 474 | 1.8871 | 0.2899 | 1.8871 | 1.3737 |
289
+ | No log | 16.4138 | 476 | 1.8565 | 0.2899 | 1.8565 | 1.3625 |
290
+ | No log | 16.4828 | 478 | 1.8418 | 0.2899 | 1.8418 | 1.3571 |
291
+ | No log | 16.5517 | 480 | 1.8150 | 0.2628 | 1.8150 | 1.3472 |
292
+ | No log | 16.6207 | 482 | 1.7274 | 0.2963 | 1.7274 | 1.3143 |
293
+ | No log | 16.6897 | 484 | 1.6185 | 0.4154 | 1.6185 | 1.2722 |
294
+ | No log | 16.7586 | 486 | 1.5425 | 0.4 | 1.5425 | 1.2420 |
295
+ | No log | 16.8276 | 488 | 1.5294 | 0.4603 | 1.5294 | 1.2367 |
296
+ | No log | 16.8966 | 490 | 1.5931 | 0.4154 | 1.5931 | 1.2622 |
297
+ | No log | 16.9655 | 492 | 1.6418 | 0.4154 | 1.6418 | 1.2813 |
298
+ | No log | 17.0345 | 494 | 1.7080 | 0.2815 | 1.7080 | 1.3069 |
299
+ | No log | 17.1034 | 496 | 1.6855 | 0.2794 | 1.6855 | 1.2983 |
300
+ | No log | 17.1724 | 498 | 1.6061 | 0.3609 | 1.6061 | 1.2673 |
301
+ | 0.4078 | 17.2414 | 500 | 1.5640 | 0.3846 | 1.5640 | 1.2506 |
302
+ | 0.4078 | 17.3103 | 502 | 1.5606 | 0.3664 | 1.5606 | 1.2492 |
303
+ | 0.4078 | 17.3793 | 504 | 1.5799 | 0.3664 | 1.5799 | 1.2569 |
304
+ | 0.4078 | 17.4483 | 506 | 1.6085 | 0.3664 | 1.6085 | 1.2683 |
305
+ | 0.4078 | 17.5172 | 508 | 1.5784 | 0.4031 | 1.5784 | 1.2563 |
306
+ | 0.4078 | 17.5862 | 510 | 1.5423 | 0.4320 | 1.5423 | 1.2419 |
307
+ | 0.4078 | 17.6552 | 512 | 1.5775 | 0.4531 | 1.5775 | 1.2560 |
308
+ | 0.4078 | 17.7241 | 514 | 1.6208 | 0.4031 | 1.6208 | 1.2731 |
309
+ | 0.4078 | 17.7931 | 516 | 1.5931 | 0.4031 | 1.5931 | 1.2622 |
310
+ | 0.4078 | 17.8621 | 518 | 1.5580 | 0.4320 | 1.5580 | 1.2482 |
311
+ | 0.4078 | 17.9310 | 520 | 1.5326 | 0.4553 | 1.5326 | 1.2380 |
312
+ | 0.4078 | 18.0 | 522 | 1.5293 | 0.4375 | 1.5293 | 1.2367 |
313
+ | 0.4078 | 18.0690 | 524 | 1.6539 | 0.3433 | 1.6539 | 1.2860 |
314
+ | 0.4078 | 18.1379 | 526 | 1.8749 | 0.2754 | 1.8749 | 1.3693 |
315
+ | 0.4078 | 18.2069 | 528 | 2.0342 | 0.2394 | 2.0342 | 1.4262 |
316
+ | 0.4078 | 18.2759 | 530 | 2.0142 | 0.2797 | 2.0142 | 1.4192 |
317
+ | 0.4078 | 18.3448 | 532 | 1.8555 | 0.2714 | 1.8555 | 1.3622 |
318
 
319
 
320
  ### Framework versions
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