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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_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: 0.8644
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- - Qwk: -0.0439
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- - Mse: 0.8644
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- - Rmse: 0.9297
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  ## Model description
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@@ -49,266 +49,282 @@ 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 | 0.0278 | 2 | 3.6501 | -0.0058 | 3.6501 | 1.9105 |
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- | No log | 0.0556 | 4 | 2.3090 | 0.0050 | 2.3090 | 1.5195 |
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- | No log | 0.0833 | 6 | 0.8707 | 0.0458 | 0.8707 | 0.9331 |
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- | No log | 0.1111 | 8 | 1.1473 | -0.0178 | 1.1473 | 1.0711 |
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- | No log | 0.1389 | 10 | 0.9930 | -0.0117 | 0.9930 | 0.9965 |
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- | No log | 0.1667 | 12 | 0.8499 | 0.0711 | 0.8499 | 0.9219 |
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- | No log | 0.1944 | 14 | 0.9389 | -0.0617 | 0.9389 | 0.9690 |
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- | No log | 0.2222 | 16 | 0.9575 | -0.0648 | 0.9575 | 0.9785 |
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- | No log | 0.25 | 18 | 0.8074 | 0.0225 | 0.8074 | 0.8986 |
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- | No log | 0.2778 | 20 | 0.7492 | -0.0679 | 0.7492 | 0.8656 |
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- | No log | 0.3056 | 22 | 0.7508 | 0.0555 | 0.7508 | 0.8665 |
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- | No log | 0.3333 | 24 | 0.7760 | 0.0460 | 0.7760 | 0.8809 |
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- | No log | 0.3611 | 26 | 0.9794 | -0.0122 | 0.9794 | 0.9896 |
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- | No log | 0.3889 | 28 | 1.0713 | -0.0583 | 1.0713 | 1.0350 |
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- | No log | 0.4167 | 30 | 0.9275 | -0.2121 | 0.9275 | 0.9631 |
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- | No log | 0.4444 | 32 | 0.8920 | -0.1682 | 0.8920 | 0.9445 |
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- | No log | 0.4722 | 34 | 0.8047 | 0.0506 | 0.8047 | 0.8970 |
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- | No log | 0.5 | 36 | 0.8100 | -0.0949 | 0.8100 | 0.9000 |
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- | No log | 0.5278 | 38 | 0.7826 | -0.0274 | 0.7826 | 0.8847 |
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- | No log | 0.5556 | 40 | 1.0641 | 0.0134 | 1.0641 | 1.0316 |
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- | No log | 0.5833 | 42 | 0.8785 | 0.0562 | 0.8785 | 0.9373 |
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- | No log | 0.6111 | 44 | 0.9418 | 0.0964 | 0.9418 | 0.9705 |
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- | No log | 0.6389 | 46 | 1.0279 | 0.0326 | 1.0279 | 1.0138 |
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- | No log | 0.6667 | 48 | 0.8400 | 0.0690 | 0.8400 | 0.9165 |
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- | No log | 0.6944 | 50 | 0.8837 | -0.0861 | 0.8837 | 0.9401 |
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- | No log | 0.7222 | 52 | 0.8370 | -0.0373 | 0.8370 | 0.9149 |
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- | No log | 0.75 | 54 | 0.8078 | 0.1635 | 0.8078 | 0.8988 |
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- | No log | 0.7778 | 56 | 1.0176 | 0.1312 | 1.0176 | 1.0088 |
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- | No log | 0.8056 | 58 | 0.9579 | 0.1192 | 0.9579 | 0.9787 |
81
- | No log | 0.8333 | 60 | 0.8464 | 0.1417 | 0.8464 | 0.9200 |
82
- | No log | 0.8611 | 62 | 0.8789 | -0.0215 | 0.8789 | 0.9375 |
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- | No log | 0.8889 | 64 | 0.8079 | 0.1424 | 0.8079 | 0.8988 |
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- | No log | 0.9167 | 66 | 0.7611 | 0.1485 | 0.7611 | 0.8724 |
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- | No log | 0.9444 | 68 | 0.7174 | 0.1705 | 0.7174 | 0.8470 |
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- | No log | 0.9722 | 70 | 0.7329 | 0.1148 | 0.7329 | 0.8561 |
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- | No log | 1.0 | 72 | 0.8614 | -0.0490 | 0.8614 | 0.9281 |
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- | No log | 1.0278 | 74 | 0.7964 | 0.0476 | 0.7964 | 0.8924 |
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- | No log | 1.0556 | 76 | 0.7970 | 0.2934 | 0.7970 | 0.8928 |
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- | No log | 1.0833 | 78 | 0.8844 | 0.2053 | 0.8844 | 0.9404 |
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- | No log | 1.1111 | 80 | 1.1242 | 0.0769 | 1.1242 | 1.0603 |
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- | No log | 1.1389 | 82 | 1.0367 | 0.1242 | 1.0367 | 1.0182 |
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- | No log | 1.1667 | 84 | 1.0239 | 0.0945 | 1.0239 | 1.0119 |
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- | No log | 1.1944 | 86 | 1.0741 | 0.1565 | 1.0741 | 1.0364 |
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- | No log | 1.2222 | 88 | 0.8950 | 0.0975 | 0.8950 | 0.9461 |
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- | No log | 1.25 | 90 | 0.9570 | 0.1465 | 0.9570 | 0.9783 |
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- | No log | 1.2778 | 92 | 1.2541 | 0.1256 | 1.2541 | 1.1199 |
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- | No log | 1.3056 | 94 | 1.2615 | 0.1226 | 1.2615 | 1.1232 |
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- | No log | 1.3333 | 96 | 1.0054 | 0.1243 | 1.0054 | 1.0027 |
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- | No log | 1.3611 | 98 | 1.3271 | -0.0272 | 1.3271 | 1.1520 |
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- | No log | 1.3889 | 100 | 1.2912 | -0.0323 | 1.2912 | 1.1363 |
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- | No log | 1.4167 | 102 | 0.9196 | 0.0509 | 0.9196 | 0.9590 |
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- | No log | 1.4444 | 104 | 0.8834 | 0.1132 | 0.8834 | 0.9399 |
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- | No log | 1.4722 | 106 | 1.1091 | 0.0980 | 1.1091 | 1.0531 |
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- | No log | 1.5 | 108 | 1.2480 | 0.1020 | 1.2480 | 1.1171 |
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- | No log | 1.5278 | 110 | 1.0400 | 0.1220 | 1.0400 | 1.0198 |
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- | No log | 1.5556 | 112 | 0.9945 | -0.0259 | 0.9945 | 0.9972 |
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- | No log | 1.5833 | 114 | 1.5060 | 0.1016 | 1.5060 | 1.2272 |
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- | No log | 1.6111 | 116 | 1.4007 | 0.0614 | 1.4007 | 1.1835 |
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- | No log | 1.6389 | 118 | 0.9342 | 0.0105 | 0.9342 | 0.9665 |
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- | No log | 1.6667 | 120 | 0.9154 | 0.0166 | 0.9154 | 0.9568 |
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- | No log | 1.6944 | 122 | 0.9411 | 0.0941 | 0.9411 | 0.9701 |
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- | No log | 1.7222 | 124 | 0.8736 | 0.0741 | 0.8736 | 0.9347 |
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- | No log | 1.75 | 126 | 0.8742 | 0.0717 | 0.8742 | 0.9350 |
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- | No log | 1.7778 | 128 | 0.9071 | 0.0223 | 0.9071 | 0.9524 |
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- | No log | 1.8056 | 130 | 0.9740 | 0.1252 | 0.9740 | 0.9869 |
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- | No log | 1.8333 | 132 | 0.9572 | 0.0478 | 0.9572 | 0.9784 |
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- | No log | 1.8611 | 134 | 0.8899 | 0.1432 | 0.8899 | 0.9433 |
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- | No log | 1.8889 | 136 | 0.9164 | 0.0084 | 0.9164 | 0.9573 |
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- | No log | 1.9167 | 138 | 1.1875 | 0.1274 | 1.1875 | 1.0897 |
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- | No log | 1.9444 | 140 | 1.1496 | 0.1621 | 1.1496 | 1.0722 |
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- | No log | 1.9722 | 142 | 0.8556 | 0.0301 | 0.8556 | 0.9250 |
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- | No log | 2.0 | 144 | 0.8926 | 0.0392 | 0.8926 | 0.9448 |
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- | No log | 2.0278 | 146 | 0.8190 | 0.0529 | 0.8190 | 0.9050 |
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- | No log | 2.0556 | 148 | 0.9148 | 0.0281 | 0.9148 | 0.9565 |
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- | No log | 2.0833 | 150 | 0.8915 | 0.0494 | 0.8915 | 0.9442 |
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- | No log | 2.1111 | 152 | 0.9282 | 0.1313 | 0.9282 | 0.9634 |
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- | No log | 2.1389 | 154 | 0.8975 | 0.1050 | 0.8975 | 0.9474 |
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- | No log | 2.1667 | 156 | 0.9644 | -0.0353 | 0.9644 | 0.9820 |
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- | No log | 2.1944 | 158 | 1.0115 | -0.0154 | 1.0115 | 1.0057 |
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- | No log | 2.2222 | 160 | 0.9710 | -0.0533 | 0.9710 | 0.9854 |
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- | No log | 2.25 | 162 | 0.7893 | 0.0879 | 0.7893 | 0.8884 |
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- | No log | 2.2778 | 164 | 0.7874 | 0.0776 | 0.7874 | 0.8874 |
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- | No log | 2.3056 | 166 | 0.7981 | 0.0869 | 0.7981 | 0.8934 |
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- | No log | 2.3333 | 168 | 0.8345 | 0.0804 | 0.8345 | 0.9135 |
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- | No log | 2.3611 | 170 | 1.0156 | -0.0539 | 1.0156 | 1.0078 |
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- | No log | 2.3889 | 172 | 0.9577 | 0.0262 | 0.9577 | 0.9786 |
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- | No log | 2.4167 | 174 | 0.8459 | 0.0778 | 0.8459 | 0.9197 |
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- | No log | 2.4444 | 176 | 0.8140 | 0.0110 | 0.8140 | 0.9022 |
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- | No log | 2.4722 | 178 | 0.8686 | -0.0138 | 0.8686 | 0.9320 |
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- | No log | 2.5 | 180 | 0.7897 | 0.0110 | 0.7897 | 0.8887 |
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- | No log | 2.5278 | 182 | 0.7988 | 0.1282 | 0.7988 | 0.8938 |
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- | No log | 2.5556 | 184 | 0.8281 | 0.0717 | 0.8281 | 0.9100 |
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- | No log | 2.5833 | 186 | 0.8610 | 0.0661 | 0.8610 | 0.9279 |
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- | No log | 2.6111 | 188 | 1.0695 | 0.0680 | 1.0695 | 1.0341 |
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- | No log | 2.6389 | 190 | 1.1134 | -0.0214 | 1.1134 | 1.0552 |
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- | No log | 2.6667 | 192 | 0.8740 | 0.1010 | 0.8740 | 0.9349 |
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- | No log | 2.6944 | 194 | 0.8760 | 0.0484 | 0.8760 | 0.9360 |
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- | No log | 2.7222 | 196 | 0.8204 | 0.1983 | 0.8204 | 0.9058 |
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- | No log | 2.75 | 198 | 0.8112 | 0.1821 | 0.8112 | 0.9007 |
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- | No log | 2.7778 | 200 | 0.7623 | 0.1148 | 0.7623 | 0.8731 |
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- | No log | 2.8056 | 202 | 0.7357 | 0.1259 | 0.7357 | 0.8577 |
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- | No log | 2.8333 | 204 | 0.7620 | 0.0122 | 0.7620 | 0.8729 |
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- | No log | 2.8611 | 206 | 0.7956 | -0.0837 | 0.7956 | 0.8919 |
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- | No log | 2.8889 | 208 | 0.7537 | 0.0061 | 0.7537 | 0.8682 |
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- | No log | 2.9167 | 210 | 0.7313 | 0.1828 | 0.7313 | 0.8551 |
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- | No log | 2.9444 | 212 | 0.7613 | 0.1644 | 0.7613 | 0.8725 |
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- | No log | 2.9722 | 214 | 0.8153 | 0.1630 | 0.8153 | 0.9029 |
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- | No log | 3.0 | 216 | 0.8736 | 0.0961 | 0.8736 | 0.9347 |
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- | No log | 3.0278 | 218 | 0.8830 | 0.1580 | 0.8830 | 0.9397 |
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- | No log | 3.0556 | 220 | 1.1357 | 0.0741 | 1.1357 | 1.0657 |
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- | No log | 3.0833 | 222 | 1.0524 | -0.0113 | 1.0524 | 1.0259 |
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- | No log | 3.1111 | 224 | 0.8244 | 0.0051 | 0.8244 | 0.9080 |
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- | No log | 3.1389 | 226 | 0.8012 | 0.0410 | 0.8012 | 0.8951 |
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- | No log | 3.1667 | 228 | 0.7994 | 0.1573 | 0.7994 | 0.8941 |
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- | No log | 3.1944 | 230 | 0.8486 | 0.0679 | 0.8486 | 0.9212 |
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- | No log | 3.2222 | 232 | 0.9120 | -0.0377 | 0.9120 | 0.9550 |
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- | No log | 3.25 | 234 | 1.0292 | 0.0627 | 1.0292 | 1.0145 |
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- | No log | 3.2778 | 236 | 1.4643 | 0.0849 | 1.4643 | 1.2101 |
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- | No log | 3.3056 | 238 | 1.7168 | 0.0626 | 1.7168 | 1.3103 |
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- | No log | 3.3333 | 240 | 1.3297 | 0.0839 | 1.3297 | 1.1531 |
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- | No log | 3.3611 | 242 | 0.8975 | 0.0093 | 0.8975 | 0.9473 |
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- | No log | 3.3889 | 244 | 0.8426 | 0.1095 | 0.8426 | 0.9179 |
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- | No log | 3.4167 | 246 | 0.7888 | 0.1143 | 0.7888 | 0.8881 |
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- | No log | 3.4444 | 248 | 0.8240 | 0.0532 | 0.8240 | 0.9077 |
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- | No log | 3.4722 | 250 | 0.9160 | 0.0107 | 0.9160 | 0.9571 |
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- | No log | 3.5 | 252 | 0.8270 | 0.0474 | 0.8270 | 0.9094 |
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- | No log | 3.5278 | 254 | 0.8413 | 0.0856 | 0.8413 | 0.9172 |
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- | No log | 3.5556 | 256 | 0.9490 | 0.0006 | 0.9490 | 0.9742 |
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- | No log | 3.5833 | 258 | 1.1484 | -0.0327 | 1.1484 | 1.0716 |
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- | No log | 3.6111 | 260 | 1.0105 | -0.0159 | 1.0105 | 1.0052 |
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- | No log | 3.6389 | 262 | 0.8081 | 0.0481 | 0.8081 | 0.8990 |
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- | No log | 3.6667 | 264 | 0.7741 | 0.1298 | 0.7741 | 0.8798 |
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- | No log | 3.6944 | 266 | 0.7639 | 0.1304 | 0.7639 | 0.8740 |
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- | No log | 3.7222 | 268 | 0.7688 | 0.0973 | 0.7688 | 0.8768 |
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- | No log | 3.75 | 270 | 0.8073 | -0.0307 | 0.8073 | 0.8985 |
187
- | No log | 3.7778 | 272 | 0.8361 | -0.1597 | 0.8361 | 0.9144 |
188
- | No log | 3.8056 | 274 | 0.8900 | -0.0268 | 0.8900 | 0.9434 |
189
- | No log | 3.8333 | 276 | 0.9905 | 0.0589 | 0.9905 | 0.9952 |
190
- | No log | 3.8611 | 278 | 1.0331 | 0.0277 | 1.0331 | 1.0164 |
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- | No log | 3.8889 | 280 | 1.0923 | -0.0589 | 1.0923 | 1.0451 |
192
- | No log | 3.9167 | 282 | 1.0260 | -0.0670 | 1.0260 | 1.0129 |
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- | No log | 3.9444 | 284 | 0.9425 | -0.1002 | 0.9425 | 0.9708 |
194
- | No log | 3.9722 | 286 | 0.9227 | -0.0634 | 0.9227 | 0.9606 |
195
- | No log | 4.0 | 288 | 0.9243 | 0.0172 | 0.9243 | 0.9614 |
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- | No log | 4.0278 | 290 | 0.9523 | -0.0861 | 0.9523 | 0.9758 |
197
- | No log | 4.0556 | 292 | 0.9844 | -0.0981 | 0.9844 | 0.9922 |
198
- | No log | 4.0833 | 294 | 0.8966 | 0.0 | 0.8966 | 0.9469 |
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- | No log | 4.1111 | 296 | 0.9095 | -0.0533 | 0.9095 | 0.9537 |
200
- | No log | 4.1389 | 298 | 1.0673 | -0.0827 | 1.0673 | 1.0331 |
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- | No log | 4.1667 | 300 | 1.4333 | 0.0588 | 1.4333 | 1.1972 |
202
- | No log | 4.1944 | 302 | 1.3132 | 0.0027 | 1.3132 | 1.1460 |
203
- | No log | 4.2222 | 304 | 0.9816 | -0.0197 | 0.9816 | 0.9907 |
204
- | No log | 4.25 | 306 | 0.9838 | 0.0113 | 0.9838 | 0.9919 |
205
- | No log | 4.2778 | 308 | 0.8932 | 0.0660 | 0.8932 | 0.9451 |
206
- | No log | 4.3056 | 310 | 0.8958 | -0.0687 | 0.8958 | 0.9465 |
207
- | No log | 4.3333 | 312 | 0.8815 | -0.0730 | 0.8815 | 0.9389 |
208
- | No log | 4.3611 | 314 | 0.8899 | -0.0238 | 0.8899 | 0.9433 |
209
- | No log | 4.3889 | 316 | 0.8555 | 0.0359 | 0.8555 | 0.9249 |
210
- | No log | 4.4167 | 318 | 0.8687 | 0.0376 | 0.8687 | 0.9320 |
211
- | No log | 4.4444 | 320 | 0.8980 | 0.0172 | 0.8980 | 0.9476 |
212
- | No log | 4.4722 | 322 | 0.9434 | -0.0085 | 0.9434 | 0.9713 |
213
- | No log | 4.5 | 324 | 0.8689 | -0.0195 | 0.8689 | 0.9321 |
214
- | No log | 4.5278 | 326 | 0.7980 | 0.0 | 0.7980 | 0.8933 |
215
- | No log | 4.5556 | 328 | 0.7977 | -0.0030 | 0.7977 | 0.8931 |
216
- | No log | 4.5833 | 330 | 0.8472 | 0.0344 | 0.8472 | 0.9205 |
217
- | No log | 4.6111 | 332 | 0.9351 | -0.0073 | 0.9351 | 0.9670 |
218
- | No log | 4.6389 | 334 | 1.0831 | 0.0231 | 1.0831 | 1.0407 |
219
- | No log | 4.6667 | 336 | 1.4394 | 0.0253 | 1.4394 | 1.1998 |
220
- | No log | 4.6944 | 338 | 1.4158 | 0.0011 | 1.4158 | 1.1899 |
221
- | No log | 4.7222 | 340 | 1.0451 | -0.0545 | 1.0451 | 1.0223 |
222
- | No log | 4.75 | 342 | 0.8737 | 0.0313 | 0.8737 | 0.9347 |
223
- | No log | 4.7778 | 344 | 0.8767 | 0.0146 | 0.8767 | 0.9363 |
224
- | No log | 4.8056 | 346 | 0.8402 | 0.1196 | 0.8402 | 0.9166 |
225
- | No log | 4.8333 | 348 | 0.8503 | -0.0370 | 0.8503 | 0.9221 |
226
- | No log | 4.8611 | 350 | 0.8704 | -0.0647 | 0.8704 | 0.9330 |
227
- | No log | 4.8889 | 352 | 0.8272 | 0.0428 | 0.8272 | 0.9095 |
228
- | No log | 4.9167 | 354 | 0.8343 | 0.1362 | 0.8343 | 0.9134 |
229
- | No log | 4.9444 | 356 | 0.8556 | 0.1573 | 0.8556 | 0.9250 |
230
- | No log | 4.9722 | 358 | 0.9024 | 0.1310 | 0.9024 | 0.9499 |
231
- | No log | 5.0 | 360 | 0.9912 | 0.0025 | 0.9912 | 0.9956 |
232
- | No log | 5.0278 | 362 | 1.0809 | -0.0462 | 1.0809 | 1.0397 |
233
- | No log | 5.0556 | 364 | 0.9310 | 0.0281 | 0.9310 | 0.9649 |
234
- | No log | 5.0833 | 366 | 0.8153 | 0.1354 | 0.8153 | 0.9029 |
235
- | No log | 5.1111 | 368 | 0.8106 | 0.1354 | 0.8106 | 0.9004 |
236
- | No log | 5.1389 | 370 | 0.8281 | 0.1882 | 0.8281 | 0.9100 |
237
- | No log | 5.1667 | 372 | 0.8648 | -0.0153 | 0.8648 | 0.9299 |
238
- | No log | 5.1944 | 374 | 0.8275 | 0.1413 | 0.8275 | 0.9097 |
239
- | No log | 5.2222 | 376 | 0.8565 | 0.0879 | 0.8565 | 0.9255 |
240
- | No log | 5.25 | 378 | 0.9585 | 0.0296 | 0.9585 | 0.9790 |
241
- | No log | 5.2778 | 380 | 0.9130 | -0.0503 | 0.9130 | 0.9555 |
242
- | No log | 5.3056 | 382 | 0.9197 | -0.0123 | 0.9197 | 0.9590 |
243
- | No log | 5.3333 | 384 | 0.9329 | -0.0247 | 0.9329 | 0.9659 |
244
- | No log | 5.3611 | 386 | 0.9894 | -0.0222 | 0.9894 | 0.9947 |
245
- | No log | 5.3889 | 388 | 1.0478 | 0.0915 | 1.0478 | 1.0236 |
246
- | No log | 5.4167 | 390 | 0.9832 | -0.0825 | 0.9832 | 0.9916 |
247
- | No log | 5.4444 | 392 | 1.0340 | -0.0198 | 1.0340 | 1.0168 |
248
- | No log | 5.4722 | 394 | 0.9648 | 0.0070 | 0.9648 | 0.9822 |
249
- | No log | 5.5 | 396 | 0.8360 | -0.0329 | 0.8360 | 0.9143 |
250
- | No log | 5.5278 | 398 | 0.7950 | 0.0571 | 0.7950 | 0.8916 |
251
- | No log | 5.5556 | 400 | 0.7645 | 0.0 | 0.7645 | 0.8744 |
252
- | No log | 5.5833 | 402 | 0.7554 | -0.0160 | 0.7554 | 0.8691 |
253
- | No log | 5.6111 | 404 | 0.8769 | 0.0456 | 0.8769 | 0.9364 |
254
- | No log | 5.6389 | 406 | 0.8266 | 0.0562 | 0.8266 | 0.9092 |
255
- | No log | 5.6667 | 408 | 0.7637 | 0.0479 | 0.7637 | 0.8739 |
256
- | No log | 5.6944 | 410 | 0.8146 | 0.0141 | 0.8146 | 0.9026 |
257
- | No log | 5.7222 | 412 | 0.8108 | 0.1453 | 0.8108 | 0.9004 |
258
- | No log | 5.75 | 414 | 0.8502 | 0.0725 | 0.8502 | 0.9221 |
259
- | No log | 5.7778 | 416 | 0.9594 | 0.0015 | 0.9594 | 0.9795 |
260
- | No log | 5.8056 | 418 | 0.9401 | 0.0081 | 0.9401 | 0.9696 |
261
- | No log | 5.8333 | 420 | 0.9013 | 0.0748 | 0.9013 | 0.9494 |
262
- | No log | 5.8611 | 422 | 1.0378 | 0.0134 | 1.0378 | 1.0187 |
263
- | No log | 5.8889 | 424 | 1.0248 | -0.0191 | 1.0248 | 1.0123 |
264
- | No log | 5.9167 | 426 | 0.9038 | 0.0955 | 0.9038 | 0.9507 |
265
- | No log | 5.9444 | 428 | 0.8607 | 0.1646 | 0.8607 | 0.9277 |
266
- | No log | 5.9722 | 430 | 0.8791 | 0.1744 | 0.8791 | 0.9376 |
267
- | No log | 6.0 | 432 | 0.8899 | 0.1744 | 0.8899 | 0.9433 |
268
- | No log | 6.0278 | 434 | 0.9364 | 0.0239 | 0.9364 | 0.9677 |
269
- | No log | 6.0556 | 436 | 1.0478 | -0.1111 | 1.0478 | 1.0236 |
270
- | No log | 6.0833 | 438 | 0.9952 | -0.0301 | 0.9952 | 0.9976 |
271
- | No log | 6.1111 | 440 | 0.8845 | 0.0392 | 0.8845 | 0.9405 |
272
- | No log | 6.1389 | 442 | 0.8503 | 0.1143 | 0.8503 | 0.9221 |
273
- | No log | 6.1667 | 444 | 0.8351 | 0.0344 | 0.8351 | 0.9138 |
274
- | No log | 6.1944 | 446 | 0.8691 | 0.0145 | 0.8691 | 0.9323 |
275
- | No log | 6.2222 | 448 | 0.9041 | -0.0904 | 0.9041 | 0.9508 |
276
- | No log | 6.25 | 450 | 0.8811 | 0.0145 | 0.8811 | 0.9387 |
277
- | No log | 6.2778 | 452 | 0.8538 | 0.0361 | 0.8538 | 0.9240 |
278
- | No log | 6.3056 | 454 | 0.8840 | 0.0145 | 0.8840 | 0.9402 |
279
- | No log | 6.3333 | 456 | 0.9161 | 0.0230 | 0.9161 | 0.9572 |
280
- | No log | 6.3611 | 458 | 0.8642 | -0.0024 | 0.8642 | 0.9296 |
281
- | No log | 6.3889 | 460 | 0.8715 | -0.0099 | 0.8715 | 0.9335 |
282
- | No log | 6.4167 | 462 | 0.8794 | 0.0437 | 0.8794 | 0.9378 |
283
- | No log | 6.4444 | 464 | 0.9186 | 0.0916 | 0.9186 | 0.9584 |
284
- | No log | 6.4722 | 466 | 1.0409 | -0.0579 | 1.0409 | 1.0203 |
285
- | No log | 6.5 | 468 | 1.0173 | 0.0598 | 1.0173 | 1.0086 |
286
- | No log | 6.5278 | 470 | 0.9220 | 0.0842 | 0.9220 | 0.9602 |
287
- | No log | 6.5556 | 472 | 0.8793 | 0.0514 | 0.8793 | 0.9377 |
288
- | No log | 6.5833 | 474 | 0.8729 | 0.0592 | 0.8729 | 0.9343 |
289
- | No log | 6.6111 | 476 | 0.8107 | 0.0926 | 0.8107 | 0.9004 |
290
- | No log | 6.6389 | 478 | 0.8077 | 0.0874 | 0.8077 | 0.8987 |
291
- | No log | 6.6667 | 480 | 0.8290 | 0.0879 | 0.8290 | 0.9105 |
292
- | No log | 6.6944 | 482 | 0.8811 | 0.0145 | 0.8811 | 0.9387 |
293
- | No log | 6.7222 | 484 | 0.9403 | -0.0585 | 0.9403 | 0.9697 |
294
- | No log | 6.75 | 486 | 1.0157 | -0.0381 | 1.0157 | 1.0078 |
295
- | No log | 6.7778 | 488 | 0.9306 | -0.0585 | 0.9306 | 0.9647 |
296
- | No log | 6.8056 | 490 | 0.8609 | 0.1518 | 0.8609 | 0.9279 |
297
- | No log | 6.8333 | 492 | 0.8195 | 0.0884 | 0.8195 | 0.9053 |
298
- | No log | 6.8611 | 494 | 0.8697 | -0.1354 | 0.8697 | 0.9326 |
299
- | No log | 6.8889 | 496 | 0.8288 | 0.0218 | 0.8288 | 0.9104 |
300
- | No log | 6.9167 | 498 | 0.7810 | 0.0814 | 0.7810 | 0.8837 |
301
- | 0.3045 | 6.9444 | 500 | 0.8009 | 0.1691 | 0.8009 | 0.8950 |
302
- | 0.3045 | 6.9722 | 502 | 0.8002 | 0.0922 | 0.8002 | 0.8945 |
303
- | 0.3045 | 7.0 | 504 | 0.9374 | 0.0337 | 0.9374 | 0.9682 |
304
- | 0.3045 | 7.0278 | 506 | 1.0163 | 0.0448 | 1.0163 | 1.0081 |
305
- | 0.3045 | 7.0556 | 508 | 0.8986 | -0.0103 | 0.8986 | 0.9479 |
306
- | 0.3045 | 7.0833 | 510 | 0.8031 | 0.1860 | 0.8031 | 0.8961 |
307
- | 0.3045 | 7.1111 | 512 | 0.7845 | 0.1146 | 0.7845 | 0.8857 |
308
- | 0.3045 | 7.1389 | 514 | 0.7856 | 0.1362 | 0.7856 | 0.8863 |
309
- | 0.3045 | 7.1667 | 516 | 0.8506 | 0.0275 | 0.8506 | 0.9223 |
310
- | 0.3045 | 7.1944 | 518 | 0.8589 | -0.0424 | 0.8589 | 0.9267 |
311
- | 0.3045 | 7.2222 | 520 | 0.8644 | -0.0439 | 0.8644 | 0.9297 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_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: 0.7278
19
+ - Qwk: 0.1199
20
+ - Mse: 0.7278
21
+ - Rmse: 0.8531
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0260 | 2 | 3.7693 | -0.0073 | 3.7693 | 1.9415 |
53
+ | No log | 0.0519 | 4 | 2.1966 | 0.0478 | 2.1966 | 1.4821 |
54
+ | No log | 0.0779 | 6 | 2.1994 | 0.0104 | 2.1994 | 1.4830 |
55
+ | No log | 0.1039 | 8 | 1.8004 | 0.0183 | 1.8004 | 1.3418 |
56
+ | No log | 0.1299 | 10 | 0.9326 | -0.0122 | 0.9326 | 0.9657 |
57
+ | No log | 0.1558 | 12 | 0.9274 | 0.0486 | 0.9274 | 0.9630 |
58
+ | No log | 0.1818 | 14 | 0.7443 | 0.0296 | 0.7443 | 0.8627 |
59
+ | No log | 0.2078 | 16 | 0.6984 | 0.0374 | 0.6984 | 0.8357 |
60
+ | No log | 0.2338 | 18 | 0.9853 | 0.0596 | 0.9853 | 0.9926 |
61
+ | No log | 0.2597 | 20 | 1.4307 | 0.0815 | 1.4307 | 1.1961 |
62
+ | No log | 0.2857 | 22 | 1.1820 | -0.0065 | 1.1820 | 1.0872 |
63
+ | No log | 0.3117 | 24 | 0.8184 | 0.1144 | 0.8184 | 0.9046 |
64
+ | No log | 0.3377 | 26 | 0.8525 | 0.0700 | 0.8525 | 0.9233 |
65
+ | No log | 0.3636 | 28 | 0.8241 | 0.0488 | 0.8241 | 0.9078 |
66
+ | No log | 0.3896 | 30 | 0.8773 | 0.1953 | 0.8773 | 0.9367 |
67
+ | No log | 0.4156 | 32 | 1.2139 | -0.0288 | 1.2139 | 1.1018 |
68
+ | No log | 0.4416 | 34 | 0.9032 | 0.0652 | 0.9032 | 0.9504 |
69
+ | No log | 0.4675 | 36 | 0.9627 | -0.0682 | 0.9627 | 0.9812 |
70
+ | No log | 0.4935 | 38 | 0.9185 | -0.0470 | 0.9185 | 0.9584 |
71
+ | No log | 0.5195 | 40 | 0.8900 | -0.0288 | 0.8900 | 0.9434 |
72
+ | No log | 0.5455 | 42 | 0.9178 | 0.0221 | 0.9178 | 0.9580 |
73
+ | No log | 0.5714 | 44 | 0.8936 | 0.0764 | 0.8936 | 0.9453 |
74
+ | No log | 0.5974 | 46 | 0.8580 | 0.1218 | 0.8580 | 0.9263 |
75
+ | No log | 0.6234 | 48 | 0.9096 | 0.1296 | 0.9096 | 0.9537 |
76
+ | No log | 0.6494 | 50 | 0.8199 | 0.1979 | 0.8199 | 0.9055 |
77
+ | No log | 0.6753 | 52 | 0.8587 | 0.0084 | 0.8587 | 0.9266 |
78
+ | No log | 0.7013 | 54 | 0.8239 | 0.1519 | 0.8239 | 0.9077 |
79
+ | No log | 0.7273 | 56 | 0.8295 | 0.1700 | 0.8295 | 0.9108 |
80
+ | No log | 0.7532 | 58 | 0.8032 | 0.0757 | 0.8032 | 0.8962 |
81
+ | No log | 0.7792 | 60 | 0.9924 | -0.0832 | 0.9924 | 0.9962 |
82
+ | No log | 0.8052 | 62 | 0.8504 | 0.0517 | 0.8504 | 0.9222 |
83
+ | No log | 0.8312 | 64 | 0.9745 | 0.0929 | 0.9745 | 0.9872 |
84
+ | No log | 0.8571 | 66 | 0.9987 | 0.2809 | 0.9987 | 0.9993 |
85
+ | No log | 0.8831 | 68 | 1.1035 | 0.1445 | 1.1035 | 1.0505 |
86
+ | No log | 0.9091 | 70 | 1.1091 | 0.1240 | 1.1091 | 1.0532 |
87
+ | No log | 0.9351 | 72 | 1.4581 | 0.1020 | 1.4581 | 1.2075 |
88
+ | No log | 0.9610 | 74 | 1.4477 | 0.1319 | 1.4477 | 1.2032 |
89
+ | No log | 0.9870 | 76 | 1.2330 | 0.1770 | 1.2330 | 1.1104 |
90
+ | No log | 1.0130 | 78 | 1.0334 | 0.1641 | 1.0334 | 1.0166 |
91
+ | No log | 1.0390 | 80 | 1.1090 | 0.1076 | 1.1090 | 1.0531 |
92
+ | No log | 1.0649 | 82 | 0.8038 | 0.2345 | 0.8038 | 0.8965 |
93
+ | No log | 1.0909 | 84 | 0.7764 | 0.2526 | 0.7764 | 0.8811 |
94
+ | No log | 1.1169 | 86 | 0.8892 | 0.1150 | 0.8892 | 0.9430 |
95
+ | No log | 1.1429 | 88 | 0.6675 | 0.2706 | 0.6675 | 0.8170 |
96
+ | No log | 1.1688 | 90 | 0.8580 | 0.0576 | 0.8580 | 0.9263 |
97
+ | No log | 1.1948 | 92 | 1.1474 | 0.1277 | 1.1474 | 1.0712 |
98
+ | No log | 1.2208 | 94 | 0.9044 | 0.0576 | 0.9044 | 0.9510 |
99
+ | No log | 1.2468 | 96 | 0.6828 | 0.1304 | 0.6828 | 0.8263 |
100
+ | No log | 1.2727 | 98 | 0.7809 | 0.2087 | 0.7809 | 0.8837 |
101
+ | No log | 1.2987 | 100 | 0.8487 | 0.1615 | 0.8487 | 0.9212 |
102
+ | No log | 1.3247 | 102 | 0.9326 | 0.1318 | 0.9326 | 0.9657 |
103
+ | No log | 1.3506 | 104 | 1.0213 | 0.1472 | 1.0213 | 1.0106 |
104
+ | No log | 1.3766 | 106 | 1.1984 | 0.0989 | 1.1984 | 1.0947 |
105
+ | No log | 1.4026 | 108 | 1.4057 | 0.0292 | 1.4057 | 1.1856 |
106
+ | No log | 1.4286 | 110 | 1.1573 | 0.0160 | 1.1573 | 1.0758 |
107
+ | No log | 1.4545 | 112 | 1.0524 | -0.0358 | 1.0524 | 1.0259 |
108
+ | No log | 1.4805 | 114 | 1.2078 | 0.0401 | 1.2078 | 1.0990 |
109
+ | No log | 1.5065 | 116 | 0.8905 | -0.0345 | 0.8905 | 0.9436 |
110
+ | No log | 1.5325 | 118 | 0.7819 | 0.0978 | 0.7819 | 0.8843 |
111
+ | No log | 1.5584 | 120 | 0.7962 | 0.1974 | 0.7962 | 0.8923 |
112
+ | No log | 1.5844 | 122 | 0.8665 | 0.1426 | 0.8665 | 0.9309 |
113
+ | No log | 1.6104 | 124 | 0.8955 | 0.0962 | 0.8955 | 0.9463 |
114
+ | No log | 1.6364 | 126 | 0.9838 | -0.0424 | 0.9838 | 0.9919 |
115
+ | No log | 1.6623 | 128 | 1.1312 | 0.0078 | 1.1312 | 1.0636 |
116
+ | No log | 1.6883 | 130 | 0.9540 | 0.1331 | 0.9540 | 0.9767 |
117
+ | No log | 1.7143 | 132 | 1.1042 | 0.0468 | 1.1042 | 1.0508 |
118
+ | No log | 1.7403 | 134 | 1.1628 | 0.0551 | 1.1628 | 1.0783 |
119
+ | No log | 1.7662 | 136 | 0.9938 | 0.1006 | 0.9938 | 0.9969 |
120
+ | No log | 1.7922 | 138 | 0.9029 | 0.1432 | 0.9029 | 0.9502 |
121
+ | No log | 1.8182 | 140 | 0.9263 | 0.0520 | 0.9263 | 0.9624 |
122
+ | No log | 1.8442 | 142 | 0.9545 | 0.0014 | 0.9545 | 0.9770 |
123
+ | No log | 1.8701 | 144 | 0.8689 | 0.1558 | 0.8689 | 0.9321 |
124
+ | No log | 1.8961 | 146 | 0.8797 | 0.0842 | 0.8797 | 0.9379 |
125
+ | No log | 1.9221 | 148 | 0.8820 | 0.1608 | 0.8820 | 0.9391 |
126
+ | No log | 1.9481 | 150 | 0.9448 | 0.0405 | 0.9448 | 0.9720 |
127
+ | No log | 1.9740 | 152 | 1.2164 | 0.0307 | 1.2164 | 1.1029 |
128
+ | No log | 2.0 | 154 | 1.0910 | 0.0757 | 1.0910 | 1.0445 |
129
+ | No log | 2.0260 | 156 | 0.9479 | 0.2001 | 0.9479 | 0.9736 |
130
+ | No log | 2.0519 | 158 | 0.9182 | 0.2280 | 0.9182 | 0.9582 |
131
+ | No log | 2.0779 | 160 | 0.9035 | 0.1007 | 0.9035 | 0.9505 |
132
+ | No log | 2.1039 | 162 | 0.8689 | 0.1550 | 0.8689 | 0.9322 |
133
+ | No log | 2.1299 | 164 | 0.9566 | -0.0797 | 0.9566 | 0.9781 |
134
+ | No log | 2.1558 | 166 | 0.9714 | -0.0797 | 0.9714 | 0.9856 |
135
+ | No log | 2.1818 | 168 | 0.8660 | 0.1141 | 0.8660 | 0.9306 |
136
+ | No log | 2.2078 | 170 | 0.8465 | 0.0522 | 0.8465 | 0.9201 |
137
+ | No log | 2.2338 | 172 | 0.8376 | 0.0522 | 0.8376 | 0.9152 |
138
+ | No log | 2.2597 | 174 | 0.8733 | 0.1144 | 0.8733 | 0.9345 |
139
+ | No log | 2.2857 | 176 | 0.9788 | -0.0029 | 0.9788 | 0.9894 |
140
+ | No log | 2.3117 | 178 | 0.9431 | 0.2170 | 0.9431 | 0.9711 |
141
+ | No log | 2.3377 | 180 | 0.9658 | 0.0541 | 0.9658 | 0.9828 |
142
+ | No log | 2.3636 | 182 | 0.9039 | 0.1882 | 0.9039 | 0.9507 |
143
+ | No log | 2.3896 | 184 | 0.8205 | 0.1304 | 0.8205 | 0.9058 |
144
+ | No log | 2.4156 | 186 | 0.8198 | 0.1254 | 0.8198 | 0.9054 |
145
+ | No log | 2.4416 | 188 | 0.9698 | -0.0094 | 0.9698 | 0.9848 |
146
+ | No log | 2.4675 | 190 | 0.8014 | 0.1199 | 0.8014 | 0.8952 |
147
+ | No log | 2.4935 | 192 | 0.7837 | 0.0532 | 0.7837 | 0.8853 |
148
+ | No log | 2.5195 | 194 | 0.7583 | -0.0029 | 0.7583 | 0.8708 |
149
+ | No log | 2.5455 | 196 | 0.8939 | 0.0377 | 0.8939 | 0.9455 |
150
+ | No log | 2.5714 | 198 | 0.9000 | 0.0348 | 0.9000 | 0.9487 |
151
+ | No log | 2.5974 | 200 | 0.7564 | 0.0869 | 0.7564 | 0.8697 |
152
+ | No log | 2.6234 | 202 | 0.8756 | 0.0319 | 0.8756 | 0.9357 |
153
+ | No log | 2.6494 | 204 | 0.8450 | 0.1434 | 0.8450 | 0.9192 |
154
+ | No log | 2.6753 | 206 | 0.7773 | 0.1659 | 0.7773 | 0.8816 |
155
+ | No log | 2.7013 | 208 | 0.8560 | 0.0959 | 0.8560 | 0.9252 |
156
+ | No log | 2.7273 | 210 | 0.8094 | 0.1541 | 0.8094 | 0.8997 |
157
+ | No log | 2.7532 | 212 | 0.7609 | 0.0869 | 0.7609 | 0.8723 |
158
+ | No log | 2.7792 | 214 | 0.7585 | -0.0465 | 0.7585 | 0.8709 |
159
+ | No log | 2.8052 | 216 | 0.7554 | 0.0394 | 0.7554 | 0.8692 |
160
+ | No log | 2.8312 | 218 | 0.8611 | 0.0956 | 0.8611 | 0.9279 |
161
+ | No log | 2.8571 | 220 | 1.1415 | 0.0979 | 1.1415 | 1.0684 |
162
+ | No log | 2.8831 | 222 | 1.0515 | 0.0101 | 1.0515 | 1.0254 |
163
+ | No log | 2.9091 | 224 | 0.8287 | 0.0639 | 0.8287 | 0.9103 |
164
+ | No log | 2.9351 | 226 | 0.8029 | 0.0101 | 0.8029 | 0.8961 |
165
+ | No log | 2.9610 | 228 | 0.8217 | -0.0257 | 0.8217 | 0.9065 |
166
+ | No log | 2.9870 | 230 | 0.7665 | 0.1199 | 0.7665 | 0.8755 |
167
+ | No log | 3.0130 | 232 | 0.7557 | 0.1199 | 0.7557 | 0.8693 |
168
+ | No log | 3.0390 | 234 | 0.8069 | 0.0680 | 0.8069 | 0.8983 |
169
+ | No log | 3.0649 | 236 | 0.8539 | 0.0123 | 0.8539 | 0.9240 |
170
+ | No log | 3.0909 | 238 | 0.7676 | 0.0814 | 0.7676 | 0.8761 |
171
+ | No log | 3.1169 | 240 | 0.7667 | -0.0059 | 0.7667 | 0.8756 |
172
+ | No log | 3.1429 | 242 | 0.8001 | 0.1541 | 0.8001 | 0.8945 |
173
+ | No log | 3.1688 | 244 | 0.8185 | 0.1943 | 0.8185 | 0.9047 |
174
+ | No log | 3.1948 | 246 | 0.7814 | 0.2009 | 0.7814 | 0.8839 |
175
+ | No log | 3.2208 | 248 | 0.7968 | 0.2009 | 0.7968 | 0.8926 |
176
+ | No log | 3.2468 | 250 | 0.7419 | 0.2122 | 0.7419 | 0.8613 |
177
+ | No log | 3.2727 | 252 | 0.7509 | 0.0436 | 0.7509 | 0.8665 |
178
+ | No log | 3.2987 | 254 | 0.7764 | 0.2999 | 0.7764 | 0.8812 |
179
+ | No log | 3.3247 | 256 | 0.8448 | 0.0920 | 0.8448 | 0.9191 |
180
+ | No log | 3.3506 | 258 | 0.9258 | 0.0805 | 0.9258 | 0.9622 |
181
+ | No log | 3.3766 | 260 | 0.8724 | 0.0484 | 0.8724 | 0.9340 |
182
+ | No log | 3.4026 | 262 | 0.8486 | 0.1857 | 0.8486 | 0.9212 |
183
+ | No log | 3.4286 | 264 | 0.7704 | 0.3199 | 0.7704 | 0.8778 |
184
+ | No log | 3.4545 | 266 | 0.7606 | 0.1004 | 0.7606 | 0.8721 |
185
+ | No log | 3.4805 | 268 | 0.7449 | 0.1599 | 0.7449 | 0.8631 |
186
+ | No log | 3.5065 | 270 | 0.7900 | 0.1882 | 0.7900 | 0.8888 |
187
+ | No log | 3.5325 | 272 | 0.8043 | 0.1882 | 0.8043 | 0.8968 |
188
+ | No log | 3.5584 | 274 | 0.8797 | 0.0016 | 0.8797 | 0.9379 |
189
+ | No log | 3.5844 | 276 | 0.8230 | 0.1379 | 0.8230 | 0.9072 |
190
+ | No log | 3.6104 | 278 | 0.7519 | 0.0414 | 0.7519 | 0.8672 |
191
+ | No log | 3.6364 | 280 | 0.7311 | 0.0541 | 0.7311 | 0.8551 |
192
+ | No log | 3.6623 | 282 | 0.7078 | 0.0374 | 0.7078 | 0.8413 |
193
+ | No log | 3.6883 | 284 | 0.7342 | 0.1675 | 0.7342 | 0.8569 |
194
+ | No log | 3.7143 | 286 | 0.7391 | 0.2078 | 0.7391 | 0.8597 |
195
+ | No log | 3.7403 | 288 | 0.7069 | 0.1318 | 0.7069 | 0.8407 |
196
+ | No log | 3.7662 | 290 | 0.7126 | 0.0355 | 0.7126 | 0.8442 |
197
+ | No log | 3.7922 | 292 | 0.7496 | 0.2009 | 0.7496 | 0.8658 |
198
+ | No log | 3.8182 | 294 | 0.7719 | 0.1001 | 0.7719 | 0.8786 |
199
+ | No log | 3.8442 | 296 | 0.7533 | 0.1196 | 0.7533 | 0.8679 |
200
+ | No log | 3.8701 | 298 | 0.7961 | 0.1282 | 0.7961 | 0.8922 |
201
+ | No log | 3.8961 | 300 | 0.7873 | 0.0205 | 0.7873 | 0.8873 |
202
+ | No log | 3.9221 | 302 | 0.8637 | 0.0692 | 0.8637 | 0.9293 |
203
+ | No log | 3.9481 | 304 | 0.7526 | 0.0628 | 0.7526 | 0.8675 |
204
+ | No log | 3.9740 | 306 | 0.7004 | 0.0814 | 0.7004 | 0.8369 |
205
+ | No log | 4.0 | 308 | 0.6845 | 0.0814 | 0.6845 | 0.8273 |
206
+ | No log | 4.0260 | 310 | 0.7146 | 0.0214 | 0.7146 | 0.8454 |
207
+ | No log | 4.0519 | 312 | 0.8731 | 0.1024 | 0.8731 | 0.9344 |
208
+ | No log | 4.0779 | 314 | 0.8705 | 0.1147 | 0.8705 | 0.9330 |
209
+ | No log | 4.1039 | 316 | 0.8422 | 0.1580 | 0.8422 | 0.9177 |
210
+ | No log | 4.1299 | 318 | 0.9585 | 0.1537 | 0.9585 | 0.9790 |
211
+ | No log | 4.1558 | 320 | 0.8779 | 0.1215 | 0.8779 | 0.9370 |
212
+ | No log | 4.1818 | 322 | 0.9346 | 0.0762 | 0.9346 | 0.9667 |
213
+ | No log | 4.2078 | 324 | 0.9542 | -0.0114 | 0.9542 | 0.9768 |
214
+ | No log | 4.2338 | 326 | 0.8054 | 0.0639 | 0.8054 | 0.8974 |
215
+ | No log | 4.2597 | 328 | 0.7475 | 0.0 | 0.7475 | 0.8646 |
216
+ | No log | 4.2857 | 330 | 0.7178 | 0.0967 | 0.7178 | 0.8472 |
217
+ | No log | 4.3117 | 332 | 0.7116 | 0.1758 | 0.7116 | 0.8436 |
218
+ | No log | 4.3377 | 334 | 0.7508 | 0.1148 | 0.7508 | 0.8665 |
219
+ | No log | 4.3636 | 336 | 0.7790 | 0.0588 | 0.7790 | 0.8826 |
220
+ | No log | 4.3896 | 338 | 0.7818 | 0.0680 | 0.7818 | 0.8842 |
221
+ | No log | 4.4156 | 340 | 0.8105 | 0.1095 | 0.8105 | 0.9003 |
222
+ | No log | 4.4416 | 342 | 0.8242 | 0.1094 | 0.8242 | 0.9078 |
223
+ | No log | 4.4675 | 344 | 0.9132 | -0.0008 | 0.9132 | 0.9556 |
224
+ | No log | 4.4935 | 346 | 0.9017 | 0.0837 | 0.9017 | 0.9496 |
225
+ | No log | 4.5195 | 348 | 0.8376 | 0.0690 | 0.8376 | 0.9152 |
226
+ | No log | 4.5455 | 350 | 0.8415 | 0.0152 | 0.8415 | 0.9173 |
227
+ | No log | 4.5714 | 352 | 0.8225 | 0.0183 | 0.8225 | 0.9069 |
228
+ | No log | 4.5974 | 354 | 0.7716 | -0.0125 | 0.7716 | 0.8784 |
229
+ | No log | 4.6234 | 356 | 0.7471 | 0.0296 | 0.7471 | 0.8643 |
230
+ | No log | 4.6494 | 358 | 0.8384 | 0.0549 | 0.8384 | 0.9156 |
231
+ | No log | 4.6753 | 360 | 0.8609 | 0.0409 | 0.8609 | 0.9279 |
232
+ | No log | 4.7013 | 362 | 0.7701 | 0.0714 | 0.7701 | 0.8775 |
233
+ | No log | 4.7273 | 364 | 0.7816 | 0.0821 | 0.7816 | 0.8841 |
234
+ | No log | 4.7532 | 366 | 0.8673 | -0.0608 | 0.8673 | 0.9313 |
235
+ | No log | 4.7792 | 368 | 0.7995 | 0.0376 | 0.7995 | 0.8941 |
236
+ | No log | 4.8052 | 370 | 0.8691 | 0.1286 | 0.8691 | 0.9323 |
237
+ | No log | 4.8312 | 372 | 0.8577 | 0.0504 | 0.8577 | 0.9261 |
238
+ | No log | 4.8571 | 374 | 0.8143 | 0.0723 | 0.8143 | 0.9024 |
239
+ | No log | 4.8831 | 376 | 0.7971 | 0.0783 | 0.7971 | 0.8928 |
240
+ | No log | 4.9091 | 378 | 0.7607 | 0.1254 | 0.7607 | 0.8722 |
241
+ | No log | 4.9351 | 380 | 0.7645 | 0.1097 | 0.7645 | 0.8744 |
242
+ | No log | 4.9610 | 382 | 0.8147 | 0.0953 | 0.8147 | 0.9026 |
243
+ | No log | 4.9870 | 384 | 0.8272 | 0.0953 | 0.8272 | 0.9095 |
244
+ | No log | 5.0130 | 386 | 0.7746 | 0.1047 | 0.7746 | 0.8801 |
245
+ | No log | 5.0390 | 388 | 0.7685 | 0.1148 | 0.7685 | 0.8767 |
246
+ | No log | 5.0649 | 390 | 0.7914 | -0.0446 | 0.7914 | 0.8896 |
247
+ | No log | 5.0909 | 392 | 0.8728 | 0.0710 | 0.8728 | 0.9342 |
248
+ | No log | 5.1169 | 394 | 0.8198 | 0.0123 | 0.8198 | 0.9054 |
249
+ | No log | 5.1429 | 396 | 0.8055 | 0.1095 | 0.8055 | 0.8975 |
250
+ | No log | 5.1688 | 398 | 0.8541 | 0.1701 | 0.8541 | 0.9242 |
251
+ | No log | 5.1948 | 400 | 0.7826 | 0.2078 | 0.7826 | 0.8846 |
252
+ | No log | 5.2208 | 402 | 0.7377 | 0.1318 | 0.7377 | 0.8589 |
253
+ | No log | 5.2468 | 404 | 0.7469 | 0.1196 | 0.7469 | 0.8642 |
254
+ | No log | 5.2727 | 406 | 0.8017 | 0.2078 | 0.8017 | 0.8954 |
255
+ | No log | 5.2987 | 408 | 0.8101 | 0.1599 | 0.8101 | 0.9000 |
256
+ | No log | 5.3247 | 410 | 0.8168 | 0.1141 | 0.8168 | 0.9038 |
257
+ | No log | 5.3506 | 412 | 0.8298 | 0.1141 | 0.8298 | 0.9109 |
258
+ | No log | 5.3766 | 414 | 0.8450 | 0.0920 | 0.8450 | 0.9193 |
259
+ | No log | 5.4026 | 416 | 0.8522 | 0.1633 | 0.8522 | 0.9231 |
260
+ | No log | 5.4286 | 418 | 0.7591 | 0.1495 | 0.7591 | 0.8713 |
261
+ | No log | 5.4545 | 420 | 0.6806 | 0.1444 | 0.6806 | 0.8250 |
262
+ | No log | 5.4805 | 422 | 0.6720 | 0.0914 | 0.6720 | 0.8198 |
263
+ | No log | 5.5065 | 424 | 0.6749 | 0.1444 | 0.6749 | 0.8215 |
264
+ | No log | 5.5325 | 426 | 0.7927 | 0.1440 | 0.7927 | 0.8903 |
265
+ | No log | 5.5584 | 428 | 0.9471 | 0.0267 | 0.9471 | 0.9732 |
266
+ | No log | 5.5844 | 430 | 0.8615 | 0.0793 | 0.8615 | 0.9281 |
267
+ | No log | 5.6104 | 432 | 0.7252 | 0.1318 | 0.7252 | 0.8516 |
268
+ | No log | 5.6364 | 434 | 0.7529 | 0.0918 | 0.7529 | 0.8677 |
269
+ | No log | 5.6623 | 436 | 0.7398 | 0.0814 | 0.7398 | 0.8601 |
270
+ | No log | 5.6883 | 438 | 0.7479 | 0.1254 | 0.7479 | 0.8648 |
271
+ | No log | 5.7143 | 440 | 0.8040 | 0.1097 | 0.8040 | 0.8967 |
272
+ | No log | 5.7403 | 442 | 0.9161 | 0.0304 | 0.9161 | 0.9571 |
273
+ | No log | 5.7662 | 444 | 0.8733 | -0.0425 | 0.8733 | 0.9345 |
274
+ | No log | 5.7922 | 446 | 0.8234 | 0.0600 | 0.8234 | 0.9074 |
275
+ | No log | 5.8182 | 448 | 0.8411 | 0.0041 | 0.8411 | 0.9171 |
276
+ | No log | 5.8442 | 450 | 0.8925 | 0.0304 | 0.8925 | 0.9447 |
277
+ | No log | 5.8701 | 452 | 0.8024 | 0.0793 | 0.8024 | 0.8958 |
278
+ | No log | 5.8961 | 454 | 0.7581 | 0.1097 | 0.7581 | 0.8707 |
279
+ | No log | 5.9221 | 456 | 0.7628 | 0.1387 | 0.7628 | 0.8734 |
280
+ | No log | 5.9481 | 458 | 0.7405 | 0.1612 | 0.7405 | 0.8605 |
281
+ | No log | 5.9740 | 460 | 0.7337 | 0.1612 | 0.7337 | 0.8566 |
282
+ | No log | 6.0 | 462 | 0.7057 | 0.1318 | 0.7057 | 0.8401 |
283
+ | No log | 6.0260 | 464 | 0.7182 | 0.1259 | 0.7182 | 0.8475 |
284
+ | No log | 6.0519 | 466 | 0.7841 | 0.0913 | 0.7841 | 0.8855 |
285
+ | No log | 6.0779 | 468 | 0.7755 | 0.0549 | 0.7755 | 0.8806 |
286
+ | No log | 6.1039 | 470 | 0.7459 | 0.1146 | 0.7459 | 0.8637 |
287
+ | No log | 6.1299 | 472 | 0.7796 | 0.1096 | 0.7796 | 0.8829 |
288
+ | No log | 6.1558 | 474 | 0.8066 | 0.0123 | 0.8066 | 0.8981 |
289
+ | No log | 6.1818 | 476 | 0.8804 | -0.0033 | 0.8804 | 0.9383 |
290
+ | No log | 6.2078 | 478 | 0.8755 | -0.0033 | 0.8755 | 0.9357 |
291
+ | No log | 6.2338 | 480 | 0.8207 | 0.0909 | 0.8207 | 0.9059 |
292
+ | No log | 6.2597 | 482 | 0.7485 | 0.0680 | 0.7485 | 0.8652 |
293
+ | No log | 6.2857 | 484 | 0.7420 | 0.1047 | 0.7420 | 0.8614 |
294
+ | No log | 6.3117 | 486 | 0.8140 | 0.0442 | 0.8140 | 0.9022 |
295
+ | No log | 6.3377 | 488 | 0.8488 | 0.0362 | 0.8488 | 0.9213 |
296
+ | No log | 6.3636 | 490 | 0.7881 | 0.0152 | 0.7881 | 0.8878 |
297
+ | No log | 6.3896 | 492 | 0.8071 | 0.2103 | 0.8071 | 0.8984 |
298
+ | No log | 6.4156 | 494 | 0.8559 | 0.2046 | 0.8559 | 0.9252 |
299
+ | No log | 6.4416 | 496 | 0.7844 | 0.0428 | 0.7844 | 0.8857 |
300
+ | No log | 6.4675 | 498 | 0.7873 | 0.0999 | 0.7873 | 0.8873 |
301
+ | 0.2916 | 6.4935 | 500 | 0.9954 | 0.1246 | 0.9954 | 0.9977 |
302
+ | 0.2916 | 6.5195 | 502 | 1.1260 | 0.1719 | 1.1260 | 1.0611 |
303
+ | 0.2916 | 6.5455 | 504 | 0.9580 | 0.0557 | 0.9580 | 0.9788 |
304
+ | 0.2916 | 6.5714 | 506 | 0.7656 | 0.1943 | 0.7656 | 0.8750 |
305
+ | 0.2916 | 6.5974 | 508 | 0.7135 | 0.0814 | 0.7135 | 0.8447 |
306
+ | 0.2916 | 6.6234 | 510 | 0.7248 | 0.0914 | 0.7248 | 0.8513 |
307
+ | 0.2916 | 6.6494 | 512 | 0.7539 | 0.0414 | 0.7539 | 0.8682 |
308
+ | 0.2916 | 6.6753 | 514 | 0.7716 | 0.1675 | 0.7716 | 0.8784 |
309
+ | 0.2916 | 6.7013 | 516 | 0.8989 | 0.1027 | 0.8989 | 0.9481 |
310
+ | 0.2916 | 6.7273 | 518 | 0.9168 | 0.1027 | 0.9168 | 0.9575 |
311
+ | 0.2916 | 6.7532 | 520 | 0.8035 | 0.2009 | 0.8035 | 0.8964 |
312
+ | 0.2916 | 6.7792 | 522 | 0.7390 | 0.1807 | 0.7390 | 0.8597 |
313
+ | 0.2916 | 6.8052 | 524 | 0.7127 | 0.1371 | 0.7127 | 0.8442 |
314
+ | 0.2916 | 6.8312 | 526 | 0.6955 | 0.2339 | 0.6955 | 0.8340 |
315
+ | 0.2916 | 6.8571 | 528 | 0.6948 | 0.1758 | 0.6948 | 0.8335 |
316
+ | 0.2916 | 6.8831 | 530 | 0.7293 | 0.1440 | 0.7293 | 0.8540 |
317
+ | 0.2916 | 6.9091 | 532 | 0.7448 | 0.1336 | 0.7448 | 0.8630 |
318
+ | 0.2916 | 6.9351 | 534 | 0.7640 | 0.1336 | 0.7640 | 0.8740 |
319
+ | 0.2916 | 6.9610 | 536 | 0.8355 | 0.0842 | 0.8355 | 0.9140 |
320
+ | 0.2916 | 6.9870 | 538 | 0.8811 | 0.2053 | 0.8811 | 0.9387 |
321
+ | 0.2916 | 7.0130 | 540 | 0.9087 | 0.1641 | 0.9087 | 0.9533 |
322
+ | 0.2916 | 7.0390 | 542 | 0.8794 | 0.1455 | 0.8794 | 0.9378 |
323
+ | 0.2916 | 7.0649 | 544 | 0.8743 | 0.0799 | 0.8743 | 0.9351 |
324
+ | 0.2916 | 7.0909 | 546 | 0.8672 | 0.0409 | 0.8672 | 0.9312 |
325
+ | 0.2916 | 7.1169 | 548 | 0.8147 | 0.0512 | 0.8147 | 0.9026 |
326
+ | 0.2916 | 7.1429 | 550 | 0.7474 | 0.1146 | 0.7474 | 0.8645 |
327
+ | 0.2916 | 7.1688 | 552 | 0.7278 | 0.1199 | 0.7278 | 0.8531 |
328
 
329
 
330
  ### Framework versions