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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task2_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task2_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: 0.7994
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- - Qwk: 0.5618
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- - Mse: 0.7994
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- - Rmse: 0.8941
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  ## Model description
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@@ -47,263 +47,300 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0455 | 2 | 4.5493 | 0.0010 | 4.5493 | 2.1329 |
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- | No log | 0.0909 | 4 | 2.5039 | 0.0332 | 2.5039 | 1.5824 |
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- | No log | 0.1364 | 6 | 1.7782 | 0.0062 | 1.7782 | 1.3335 |
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- | No log | 0.1818 | 8 | 1.5483 | 0.0372 | 1.5483 | 1.2443 |
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- | No log | 0.2273 | 10 | 1.3628 | 0.0792 | 1.3628 | 1.1674 |
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- | No log | 0.2727 | 12 | 1.2425 | 0.2328 | 1.2425 | 1.1147 |
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- | No log | 0.3182 | 14 | 1.2417 | 0.1347 | 1.2417 | 1.1143 |
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- | No log | 0.3636 | 16 | 1.3334 | 0.1115 | 1.3334 | 1.1547 |
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- | No log | 0.4091 | 18 | 1.4216 | 0.1277 | 1.4216 | 1.1923 |
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- | No log | 0.4545 | 20 | 1.4764 | 0.1277 | 1.4764 | 1.2151 |
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- | No log | 0.5 | 22 | 1.6812 | 0.1026 | 1.6812 | 1.2966 |
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- | No log | 0.5455 | 24 | 1.6508 | 0.1247 | 1.6508 | 1.2848 |
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- | No log | 0.5909 | 26 | 1.6180 | 0.1169 | 1.6180 | 1.2720 |
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- | No log | 0.6364 | 28 | 1.5411 | 0.1028 | 1.5411 | 1.2414 |
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- | No log | 0.6818 | 30 | 1.3429 | 0.1395 | 1.3429 | 1.1588 |
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- | No log | 0.7273 | 32 | 1.3322 | 0.1570 | 1.3322 | 1.1542 |
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- | No log | 0.7727 | 34 | 1.5419 | 0.0749 | 1.5419 | 1.2417 |
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- | No log | 0.8182 | 36 | 1.6007 | 0.0889 | 1.6007 | 1.2652 |
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- | No log | 0.8636 | 38 | 1.3934 | 0.0622 | 1.3934 | 1.1804 |
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- | No log | 0.9091 | 40 | 1.2171 | 0.2161 | 1.2171 | 1.1032 |
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- | No log | 0.9545 | 42 | 1.0207 | 0.3487 | 1.0207 | 1.0103 |
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- | No log | 1.0 | 44 | 1.0242 | 0.3189 | 1.0242 | 1.0120 |
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- | No log | 1.0455 | 46 | 1.0970 | 0.2984 | 1.0970 | 1.0474 |
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- | No log | 1.0909 | 48 | 1.4195 | 0.0818 | 1.4195 | 1.1914 |
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- | No log | 1.1364 | 50 | 1.7634 | 0.0789 | 1.7634 | 1.3279 |
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- | No log | 1.1818 | 52 | 1.7358 | 0.1223 | 1.7358 | 1.3175 |
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- | No log | 1.2273 | 54 | 1.7019 | 0.1223 | 1.7019 | 1.3046 |
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- | No log | 1.2727 | 56 | 1.4203 | 0.1522 | 1.4203 | 1.1918 |
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- | No log | 1.3182 | 58 | 1.0576 | 0.2769 | 1.0576 | 1.0284 |
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- | No log | 1.3636 | 60 | 0.9597 | 0.3330 | 0.9597 | 0.9796 |
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- | No log | 1.4091 | 62 | 0.9210 | 0.4557 | 0.9210 | 0.9597 |
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- | No log | 1.4545 | 64 | 0.9220 | 0.4773 | 0.9220 | 0.9602 |
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- | No log | 1.5 | 66 | 0.9176 | 0.4773 | 0.9176 | 0.9579 |
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- | No log | 1.5455 | 68 | 0.9088 | 0.5045 | 0.9088 | 0.9533 |
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- | No log | 1.5909 | 70 | 0.9023 | 0.4074 | 0.9023 | 0.9499 |
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- | No log | 1.6364 | 72 | 0.8758 | 0.4074 | 0.8758 | 0.9358 |
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- | No log | 1.6818 | 74 | 0.9864 | 0.4391 | 0.9864 | 0.9932 |
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- | No log | 1.7273 | 76 | 1.0327 | 0.4391 | 1.0327 | 1.0162 |
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- | No log | 1.7727 | 78 | 1.0000 | 0.4885 | 1.0000 | 1.0000 |
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- | No log | 1.8182 | 80 | 1.0767 | 0.4617 | 1.0767 | 1.0376 |
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- | No log | 1.8636 | 82 | 1.5119 | 0.3419 | 1.5119 | 1.2296 |
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- | No log | 1.9091 | 84 | 1.9062 | 0.2274 | 1.9062 | 1.3807 |
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- | No log | 1.9545 | 86 | 1.7692 | 0.2631 | 1.7692 | 1.3301 |
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- | No log | 2.0 | 88 | 1.2363 | 0.3807 | 1.2363 | 1.1119 |
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- | No log | 2.0455 | 90 | 0.9941 | 0.3198 | 0.9941 | 0.9970 |
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- | No log | 2.0909 | 92 | 0.8099 | 0.3806 | 0.8099 | 0.8999 |
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- | No log | 2.1364 | 94 | 0.8095 | 0.4466 | 0.8095 | 0.8997 |
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- | No log | 2.1818 | 96 | 0.8300 | 0.4406 | 0.8300 | 0.9110 |
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- | No log | 2.2273 | 98 | 0.9027 | 0.3781 | 0.9027 | 0.9501 |
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- | No log | 2.2727 | 100 | 1.0408 | 0.3006 | 1.0408 | 1.0202 |
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- | No log | 2.3182 | 102 | 1.1125 | 0.3372 | 1.1125 | 1.0548 |
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- | No log | 2.3636 | 104 | 0.9868 | 0.3640 | 0.9868 | 0.9934 |
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- | No log | 2.4091 | 106 | 0.7532 | 0.5351 | 0.7532 | 0.8679 |
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- | No log | 2.4545 | 108 | 0.8466 | 0.4979 | 0.8466 | 0.9201 |
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- | No log | 2.5 | 110 | 1.0462 | 0.2978 | 1.0462 | 1.0229 |
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- | No log | 2.5455 | 112 | 0.9616 | 0.4257 | 0.9616 | 0.9806 |
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- | No log | 2.5909 | 114 | 0.7663 | 0.5150 | 0.7663 | 0.8754 |
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- | No log | 2.6364 | 116 | 0.8564 | 0.4550 | 0.8564 | 0.9254 |
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- | No log | 2.6818 | 118 | 1.0029 | 0.4758 | 1.0029 | 1.0014 |
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- | No log | 2.7273 | 120 | 0.8890 | 0.5115 | 0.8890 | 0.9428 |
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- | No log | 2.7727 | 122 | 0.7202 | 0.5647 | 0.7202 | 0.8487 |
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- | No log | 2.8182 | 124 | 0.7273 | 0.4942 | 0.7273 | 0.8528 |
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- | No log | 2.8636 | 126 | 0.7391 | 0.4579 | 0.7391 | 0.8597 |
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- | No log | 2.9091 | 128 | 0.7323 | 0.5027 | 0.7323 | 0.8558 |
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- | No log | 2.9545 | 130 | 0.7826 | 0.4624 | 0.7826 | 0.8847 |
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- | No log | 3.0 | 132 | 0.8668 | 0.5007 | 0.8668 | 0.9310 |
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- | No log | 3.0455 | 134 | 0.8663 | 0.5007 | 0.8663 | 0.9307 |
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- | No log | 3.0909 | 136 | 0.8170 | 0.3648 | 0.8170 | 0.9039 |
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- | No log | 3.1364 | 138 | 0.9107 | 0.4428 | 0.9107 | 0.9543 |
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- | No log | 3.1818 | 140 | 0.9561 | 0.4280 | 0.9561 | 0.9778 |
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- | No log | 3.2273 | 142 | 0.7987 | 0.4995 | 0.7987 | 0.8937 |
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- | No log | 3.2727 | 144 | 0.7516 | 0.5027 | 0.7516 | 0.8670 |
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- | No log | 3.3182 | 146 | 0.7366 | 0.5622 | 0.7366 | 0.8582 |
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- | No log | 3.3636 | 148 | 0.7487 | 0.5725 | 0.7487 | 0.8653 |
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- | No log | 3.4091 | 150 | 0.7115 | 0.5295 | 0.7115 | 0.8435 |
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- | No log | 3.4545 | 152 | 0.7339 | 0.4292 | 0.7339 | 0.8567 |
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- | No log | 3.5 | 154 | 0.7467 | 0.5451 | 0.7467 | 0.8641 |
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- | No log | 3.5455 | 156 | 0.8047 | 0.5704 | 0.8047 | 0.8971 |
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- | No log | 3.5909 | 158 | 0.7677 | 0.5569 | 0.7677 | 0.8762 |
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- | No log | 3.6364 | 160 | 0.7878 | 0.4541 | 0.7878 | 0.8876 |
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- | No log | 3.6818 | 162 | 0.8421 | 0.4475 | 0.8421 | 0.9177 |
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- | No log | 3.7273 | 164 | 0.7953 | 0.4944 | 0.7953 | 0.8918 |
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- | No log | 3.7727 | 166 | 0.8138 | 0.5472 | 0.8138 | 0.9021 |
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- | No log | 3.8182 | 168 | 0.8800 | 0.4686 | 0.8800 | 0.9381 |
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- | No log | 3.8636 | 170 | 0.8977 | 0.4824 | 0.8977 | 0.9475 |
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- | No log | 3.9091 | 172 | 0.8461 | 0.5012 | 0.8461 | 0.9198 |
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- | No log | 3.9545 | 174 | 0.8574 | 0.4781 | 0.8574 | 0.9260 |
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- | No log | 4.0 | 176 | 0.8957 | 0.4244 | 0.8957 | 0.9464 |
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- | No log | 4.0455 | 178 | 0.9583 | 0.3840 | 0.9583 | 0.9789 |
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- | No log | 4.0909 | 180 | 0.9121 | 0.4488 | 0.9121 | 0.9551 |
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- | No log | 4.1364 | 182 | 0.9123 | 0.4824 | 0.9123 | 0.9551 |
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- | No log | 4.1818 | 184 | 0.9350 | 0.4304 | 0.9350 | 0.9669 |
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- | No log | 4.2273 | 186 | 0.8723 | 0.5065 | 0.8723 | 0.9340 |
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- | No log | 4.2727 | 188 | 0.8078 | 0.4157 | 0.8078 | 0.8988 |
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- | No log | 4.3182 | 190 | 0.8403 | 0.3704 | 0.8403 | 0.9167 |
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- | No log | 4.3636 | 192 | 0.8457 | 0.3704 | 0.8457 | 0.9196 |
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- | No log | 4.4091 | 194 | 0.8474 | 0.4012 | 0.8474 | 0.9205 |
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- | No log | 4.4545 | 196 | 0.8389 | 0.4012 | 0.8389 | 0.9159 |
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- | No log | 4.5 | 198 | 0.8508 | 0.3457 | 0.8508 | 0.9224 |
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- | No log | 4.5455 | 200 | 0.8810 | 0.4115 | 0.8810 | 0.9386 |
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- | No log | 4.5909 | 202 | 0.9002 | 0.4755 | 0.9002 | 0.9488 |
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- | No log | 4.6364 | 204 | 0.8271 | 0.4439 | 0.8271 | 0.9094 |
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- | No log | 4.6818 | 206 | 0.7541 | 0.5265 | 0.7541 | 0.8684 |
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- | No log | 4.7273 | 208 | 0.7523 | 0.5810 | 0.7523 | 0.8673 |
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- | No log | 4.7727 | 210 | 0.7351 | 0.4359 | 0.7351 | 0.8574 |
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- | No log | 4.8182 | 212 | 0.7410 | 0.4301 | 0.7410 | 0.8608 |
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- | No log | 4.8636 | 214 | 0.7777 | 0.4379 | 0.7777 | 0.8819 |
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- | No log | 4.9091 | 216 | 0.7524 | 0.4301 | 0.7524 | 0.8674 |
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- | No log | 4.9545 | 218 | 0.7371 | 0.4724 | 0.7371 | 0.8586 |
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- | No log | 5.0 | 220 | 0.7361 | 0.5265 | 0.7361 | 0.8579 |
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- | No log | 5.0455 | 222 | 0.7338 | 0.5345 | 0.7338 | 0.8566 |
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- | No log | 5.0909 | 224 | 0.7324 | 0.5352 | 0.7324 | 0.8558 |
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- | No log | 5.1364 | 226 | 0.7329 | 0.5173 | 0.7329 | 0.8561 |
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- | No log | 5.1818 | 228 | 0.7195 | 0.5606 | 0.7195 | 0.8482 |
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- | No log | 5.2273 | 230 | 0.7247 | 0.5606 | 0.7247 | 0.8513 |
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- | No log | 5.2727 | 232 | 0.7254 | 0.5534 | 0.7254 | 0.8517 |
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- | No log | 5.3182 | 234 | 0.7852 | 0.4526 | 0.7852 | 0.8861 |
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- | No log | 5.3636 | 236 | 0.8838 | 0.4059 | 0.8838 | 0.9401 |
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- | No log | 5.4091 | 238 | 0.8512 | 0.4629 | 0.8512 | 0.9226 |
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- | No log | 5.4545 | 240 | 0.7795 | 0.4686 | 0.7795 | 0.8829 |
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- | No log | 5.5 | 242 | 0.7776 | 0.5234 | 0.7776 | 0.8818 |
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- | No log | 5.5455 | 244 | 0.8512 | 0.5492 | 0.8512 | 0.9226 |
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- | No log | 5.5909 | 246 | 0.9384 | 0.4259 | 0.9384 | 0.9687 |
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- | No log | 5.6364 | 248 | 0.8952 | 0.4743 | 0.8952 | 0.9462 |
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- | No log | 5.6818 | 250 | 0.9047 | 0.4513 | 0.9047 | 0.9511 |
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- | No log | 5.7273 | 252 | 0.9343 | 0.4386 | 0.9343 | 0.9666 |
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- | No log | 5.7727 | 254 | 0.9486 | 0.4037 | 0.9486 | 0.9739 |
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- | No log | 5.8182 | 256 | 0.8983 | 0.5362 | 0.8983 | 0.9478 |
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- | No log | 5.8636 | 258 | 0.8112 | 0.4371 | 0.8112 | 0.9007 |
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- | No log | 5.9091 | 260 | 0.8525 | 0.3284 | 0.8525 | 0.9233 |
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- | No log | 5.9545 | 262 | 0.8804 | 0.3679 | 0.8804 | 0.9383 |
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- | No log | 6.0 | 264 | 0.8206 | 0.4157 | 0.8206 | 0.9059 |
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- | No log | 6.0455 | 266 | 0.8221 | 0.5362 | 0.8221 | 0.9067 |
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- | No log | 6.0909 | 268 | 0.9772 | 0.4397 | 0.9772 | 0.9885 |
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- | No log | 6.1364 | 270 | 0.9774 | 0.4302 | 0.9774 | 0.9886 |
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- | No log | 6.1818 | 272 | 0.8768 | 0.5417 | 0.8768 | 0.9364 |
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- | No log | 6.2273 | 274 | 0.7963 | 0.4349 | 0.7963 | 0.8924 |
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- | No log | 6.2727 | 276 | 0.9991 | 0.4843 | 0.9991 | 0.9996 |
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- | No log | 6.3182 | 278 | 1.1053 | 0.3416 | 1.1053 | 1.0513 |
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- | No log | 6.3636 | 280 | 0.9317 | 0.4471 | 0.9317 | 0.9652 |
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- | No log | 6.4091 | 282 | 0.8470 | 0.4455 | 0.8470 | 0.9204 |
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- | No log | 6.4545 | 284 | 0.9580 | 0.3836 | 0.9580 | 0.9788 |
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- | No log | 6.5 | 286 | 0.9859 | 0.3428 | 0.9859 | 0.9929 |
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- | No log | 6.5455 | 288 | 0.9315 | 0.3298 | 0.9315 | 0.9651 |
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- | No log | 6.5909 | 290 | 0.8890 | 0.4341 | 0.8890 | 0.9429 |
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- | No log | 6.6364 | 292 | 0.9176 | 0.3891 | 0.9176 | 0.9579 |
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- | No log | 6.6818 | 294 | 0.9265 | 0.3891 | 0.9265 | 0.9625 |
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- | No log | 6.7273 | 296 | 0.9121 | 0.4341 | 0.9121 | 0.9550 |
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- | No log | 6.7727 | 298 | 0.9581 | 0.3615 | 0.9581 | 0.9788 |
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- | No log | 6.8182 | 300 | 1.0360 | 0.3278 | 1.0360 | 1.0179 |
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- | No log | 6.8636 | 302 | 1.0307 | 0.2019 | 1.0307 | 1.0152 |
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- | No log | 6.9091 | 304 | 0.9431 | 0.3804 | 0.9431 | 0.9711 |
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- | No log | 6.9545 | 306 | 0.8361 | 0.4423 | 0.8361 | 0.9144 |
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- | No log | 7.0 | 308 | 0.7898 | 0.4701 | 0.7898 | 0.8887 |
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- | No log | 7.0455 | 310 | 0.7841 | 0.4367 | 0.7841 | 0.8855 |
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- | No log | 7.0909 | 312 | 0.7890 | 0.4008 | 0.7890 | 0.8883 |
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- | No log | 7.1364 | 314 | 0.8048 | 0.4854 | 0.8048 | 0.8971 |
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- | No log | 7.1818 | 316 | 0.7963 | 0.4198 | 0.7963 | 0.8924 |
210
- | No log | 7.2273 | 318 | 0.7967 | 0.3909 | 0.7967 | 0.8926 |
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- | No log | 7.2727 | 320 | 0.8186 | 0.4466 | 0.8186 | 0.9048 |
212
- | No log | 7.3182 | 322 | 0.8696 | 0.4393 | 0.8696 | 0.9325 |
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- | No log | 7.3636 | 324 | 0.9005 | 0.3537 | 0.9005 | 0.9489 |
214
- | No log | 7.4091 | 326 | 0.8708 | 0.4033 | 0.8708 | 0.9332 |
215
- | No log | 7.4545 | 328 | 0.8245 | 0.4260 | 0.8245 | 0.9080 |
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- | No log | 7.5 | 330 | 0.8244 | 0.4299 | 0.8244 | 0.9080 |
217
- | No log | 7.5455 | 332 | 0.8219 | 0.4260 | 0.8219 | 0.9066 |
218
- | No log | 7.5909 | 334 | 0.8165 | 0.4260 | 0.8165 | 0.9036 |
219
- | No log | 7.6364 | 336 | 0.8219 | 0.4260 | 0.8219 | 0.9066 |
220
- | No log | 7.6818 | 338 | 0.8367 | 0.4958 | 0.8367 | 0.9147 |
221
- | No log | 7.7273 | 340 | 0.8590 | 0.4781 | 0.8590 | 0.9268 |
222
- | No log | 7.7727 | 342 | 0.8895 | 0.3069 | 0.8895 | 0.9431 |
223
- | No log | 7.8182 | 344 | 0.9028 | 0.3069 | 0.9028 | 0.9502 |
224
- | No log | 7.8636 | 346 | 0.8691 | 0.3700 | 0.8691 | 0.9323 |
225
- | No log | 7.9091 | 348 | 0.8410 | 0.3744 | 0.8410 | 0.9171 |
226
- | No log | 7.9545 | 350 | 0.8403 | 0.4482 | 0.8403 | 0.9167 |
227
- | No log | 8.0 | 352 | 0.8530 | 0.4243 | 0.8530 | 0.9236 |
228
- | No log | 8.0455 | 354 | 0.8406 | 0.4769 | 0.8406 | 0.9169 |
229
- | No log | 8.0909 | 356 | 0.8210 | 0.5010 | 0.8210 | 0.9061 |
230
- | No log | 8.1364 | 358 | 0.8559 | 0.4275 | 0.8559 | 0.9251 |
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- | No log | 8.1818 | 360 | 0.8412 | 0.4236 | 0.8412 | 0.9172 |
232
- | No log | 8.2273 | 362 | 0.7836 | 0.5561 | 0.7836 | 0.8852 |
233
- | No log | 8.2727 | 364 | 0.7992 | 0.6006 | 0.7992 | 0.8940 |
234
- | No log | 8.3182 | 366 | 0.7919 | 0.6108 | 0.7919 | 0.8899 |
235
- | No log | 8.3636 | 368 | 0.7568 | 0.5940 | 0.7568 | 0.8700 |
236
- | No log | 8.4091 | 370 | 0.7507 | 0.4671 | 0.7507 | 0.8664 |
237
- | No log | 8.4545 | 372 | 0.7578 | 0.5027 | 0.7578 | 0.8705 |
238
- | No log | 8.5 | 374 | 0.8045 | 0.3985 | 0.8045 | 0.8969 |
239
- | No log | 8.5455 | 376 | 0.7983 | 0.3985 | 0.7983 | 0.8934 |
240
- | No log | 8.5909 | 378 | 0.7478 | 0.4853 | 0.7478 | 0.8648 |
241
- | No log | 8.6364 | 380 | 0.7109 | 0.6082 | 0.7109 | 0.8432 |
242
- | No log | 8.6818 | 382 | 0.7045 | 0.6506 | 0.7045 | 0.8394 |
243
- | No log | 8.7273 | 384 | 0.6955 | 0.6046 | 0.6955 | 0.8340 |
244
- | No log | 8.7727 | 386 | 0.7670 | 0.5913 | 0.7670 | 0.8758 |
245
- | No log | 8.8182 | 388 | 0.9075 | 0.3091 | 0.9075 | 0.9526 |
246
- | No log | 8.8636 | 390 | 0.9484 | 0.2522 | 0.9484 | 0.9738 |
247
- | No log | 8.9091 | 392 | 0.8904 | 0.2865 | 0.8904 | 0.9436 |
248
- | No log | 8.9545 | 394 | 0.7994 | 0.4697 | 0.7994 | 0.8941 |
249
- | No log | 9.0 | 396 | 0.7888 | 0.4344 | 0.7888 | 0.8881 |
250
- | No log | 9.0455 | 398 | 0.8442 | 0.4586 | 0.8442 | 0.9188 |
251
- | No log | 9.0909 | 400 | 0.8554 | 0.4578 | 0.8554 | 0.9249 |
252
- | No log | 9.1364 | 402 | 0.7973 | 0.4796 | 0.7973 | 0.8929 |
253
- | No log | 9.1818 | 404 | 0.7259 | 0.5690 | 0.7259 | 0.8520 |
254
- | No log | 9.2273 | 406 | 0.7560 | 0.6157 | 0.7560 | 0.8695 |
255
- | No log | 9.2727 | 408 | 0.9143 | 0.4166 | 0.9143 | 0.9562 |
256
- | No log | 9.3182 | 410 | 0.9954 | 0.2782 | 0.9954 | 0.9977 |
257
- | No log | 9.3636 | 412 | 0.9810 | 0.2972 | 0.9810 | 0.9904 |
258
- | No log | 9.4091 | 414 | 0.8917 | 0.3278 | 0.8917 | 0.9443 |
259
- | No log | 9.4545 | 416 | 0.8409 | 0.4439 | 0.8409 | 0.9170 |
260
- | No log | 9.5 | 418 | 0.8155 | 0.4115 | 0.8155 | 0.9030 |
261
- | No log | 9.5455 | 420 | 0.8053 | 0.4511 | 0.8053 | 0.8974 |
262
- | No log | 9.5909 | 422 | 0.8088 | 0.4116 | 0.8088 | 0.8993 |
263
- | No log | 9.6364 | 424 | 0.8445 | 0.4033 | 0.8445 | 0.9190 |
264
- | No log | 9.6818 | 426 | 0.9196 | 0.3278 | 0.9196 | 0.9590 |
265
- | No log | 9.7273 | 428 | 0.9484 | 0.3124 | 0.9484 | 0.9739 |
266
- | No log | 9.7727 | 430 | 0.9016 | 0.3278 | 0.9016 | 0.9496 |
267
- | No log | 9.8182 | 432 | 0.8564 | 0.4433 | 0.8564 | 0.9254 |
268
- | No log | 9.8636 | 434 | 0.8500 | 0.4261 | 0.8500 | 0.9219 |
269
- | No log | 9.9091 | 436 | 0.8492 | 0.4301 | 0.8492 | 0.9215 |
270
- | No log | 9.9545 | 438 | 0.8409 | 0.4261 | 0.8409 | 0.9170 |
271
- | No log | 10.0 | 440 | 0.8487 | 0.4413 | 0.8487 | 0.9213 |
272
- | No log | 10.0455 | 442 | 0.8892 | 0.4201 | 0.8892 | 0.9430 |
273
- | No log | 10.0909 | 444 | 0.8603 | 0.4785 | 0.8603 | 0.9275 |
274
- | No log | 10.1364 | 446 | 0.8299 | 0.4701 | 0.8299 | 0.9110 |
275
- | No log | 10.1818 | 448 | 0.8414 | 0.4220 | 0.8414 | 0.9173 |
276
- | No log | 10.2273 | 450 | 0.8371 | 0.4116 | 0.8371 | 0.9149 |
277
- | No log | 10.2727 | 452 | 0.8354 | 0.3970 | 0.8354 | 0.9140 |
278
- | No log | 10.3182 | 454 | 0.8517 | 0.3437 | 0.8517 | 0.9229 |
279
- | No log | 10.3636 | 456 | 0.8764 | 0.4243 | 0.8764 | 0.9362 |
280
- | No log | 10.4091 | 458 | 0.8686 | 0.4385 | 0.8686 | 0.9320 |
281
- | No log | 10.4545 | 460 | 0.8409 | 0.3629 | 0.8409 | 0.9170 |
282
- | No log | 10.5 | 462 | 0.8207 | 0.4180 | 0.8207 | 0.9059 |
283
- | No log | 10.5455 | 464 | 0.7968 | 0.4116 | 0.7968 | 0.8926 |
284
- | No log | 10.5909 | 466 | 0.7886 | 0.4116 | 0.7886 | 0.8880 |
285
- | No log | 10.6364 | 468 | 0.7956 | 0.4608 | 0.7956 | 0.8920 |
286
- | No log | 10.6818 | 470 | 0.7987 | 0.5163 | 0.7987 | 0.8937 |
287
- | No log | 10.7273 | 472 | 0.8038 | 0.5244 | 0.8038 | 0.8965 |
288
- | No log | 10.7727 | 474 | 0.7948 | 0.4839 | 0.7948 | 0.8915 |
289
- | No log | 10.8182 | 476 | 0.8045 | 0.4116 | 0.8045 | 0.8969 |
290
- | No log | 10.8636 | 478 | 0.8191 | 0.4115 | 0.8191 | 0.9051 |
291
- | No log | 10.9091 | 480 | 0.8253 | 0.4115 | 0.8253 | 0.9084 |
292
- | No log | 10.9545 | 482 | 0.8446 | 0.3933 | 0.8446 | 0.9190 |
293
- | No log | 11.0 | 484 | 0.8469 | 0.4757 | 0.8469 | 0.9202 |
294
- | No log | 11.0455 | 486 | 0.8081 | 0.5163 | 0.8081 | 0.8990 |
295
- | No log | 11.0909 | 488 | 0.7787 | 0.5505 | 0.7787 | 0.8825 |
296
- | No log | 11.1364 | 490 | 0.7652 | 0.5505 | 0.7652 | 0.8747 |
297
- | No log | 11.1818 | 492 | 0.7581 | 0.5634 | 0.7581 | 0.8707 |
298
- | No log | 11.2273 | 494 | 0.7629 | 0.5634 | 0.7629 | 0.8734 |
299
- | No log | 11.2727 | 496 | 0.8018 | 0.5692 | 0.8018 | 0.8954 |
300
- | No log | 11.3182 | 498 | 0.8174 | 0.5692 | 0.8174 | 0.9041 |
301
- | 0.3179 | 11.3636 | 500 | 0.8013 | 0.5794 | 0.8013 | 0.8952 |
302
- | 0.3179 | 11.4091 | 502 | 0.7939 | 0.5505 | 0.7939 | 0.8910 |
303
- | 0.3179 | 11.4545 | 504 | 0.8100 | 0.5143 | 0.8100 | 0.9000 |
304
- | 0.3179 | 11.5 | 506 | 0.8081 | 0.5143 | 0.8081 | 0.8990 |
305
- | 0.3179 | 11.5455 | 508 | 0.7933 | 0.5429 | 0.7933 | 0.8907 |
306
- | 0.3179 | 11.5909 | 510 | 0.7994 | 0.5618 | 0.7994 | 0.8941 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task2_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: 1.1615
19
+ - Qwk: 0.1935
20
+ - Mse: 1.1615
21
+ - Rmse: 1.0777
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0426 | 2 | 4.7723 | 0.0010 | 4.7723 | 2.1846 |
53
+ | No log | 0.0851 | 4 | 2.6535 | 0.0025 | 2.6535 | 1.6290 |
54
+ | No log | 0.1277 | 6 | 1.8418 | 0.0198 | 1.8418 | 1.3571 |
55
+ | No log | 0.1702 | 8 | 1.8351 | 0.0062 | 1.8351 | 1.3547 |
56
+ | No log | 0.2128 | 10 | 1.7906 | -0.0080 | 1.7906 | 1.3381 |
57
+ | No log | 0.2553 | 12 | 1.6737 | 0.0526 | 1.6737 | 1.2937 |
58
+ | No log | 0.2979 | 14 | 1.7453 | 0.0080 | 1.7453 | 1.3211 |
59
+ | No log | 0.3404 | 16 | 2.1187 | -0.0297 | 2.1187 | 1.4556 |
60
+ | No log | 0.3830 | 18 | 2.0204 | -0.0439 | 2.0204 | 1.4214 |
61
+ | No log | 0.4255 | 20 | 1.5803 | 0.1339 | 1.5803 | 1.2571 |
62
+ | No log | 0.4681 | 22 | 1.3958 | 0.1138 | 1.3958 | 1.1814 |
63
+ | No log | 0.5106 | 24 | 1.2279 | 0.1483 | 1.2279 | 1.1081 |
64
+ | No log | 0.5532 | 26 | 1.2834 | 0.0803 | 1.2834 | 1.1329 |
65
+ | No log | 0.5957 | 28 | 1.5561 | 0.0227 | 1.5561 | 1.2475 |
66
+ | No log | 0.6383 | 30 | 1.6796 | 0.0372 | 1.6796 | 1.2960 |
67
+ | No log | 0.6809 | 32 | 1.5527 | 0.0538 | 1.5527 | 1.2461 |
68
+ | No log | 0.7234 | 34 | 1.3717 | 0.1165 | 1.3717 | 1.1712 |
69
+ | No log | 0.7660 | 36 | 1.3456 | 0.1643 | 1.3456 | 1.1600 |
70
+ | No log | 0.8085 | 38 | 1.3678 | 0.1980 | 1.3678 | 1.1695 |
71
+ | No log | 0.8511 | 40 | 1.6408 | 0.0538 | 1.6408 | 1.2809 |
72
+ | No log | 0.8936 | 42 | 1.8734 | 0.0755 | 1.8734 | 1.3687 |
73
+ | No log | 0.9362 | 44 | 1.8291 | 0.0644 | 1.8291 | 1.3524 |
74
+ | No log | 0.9787 | 46 | 1.5837 | 0.0622 | 1.5837 | 1.2585 |
75
+ | No log | 1.0213 | 48 | 1.4194 | 0.1659 | 1.4194 | 1.1914 |
76
+ | No log | 1.0638 | 50 | 1.3166 | 0.1838 | 1.3166 | 1.1474 |
77
+ | No log | 1.1064 | 52 | 1.3063 | 0.1404 | 1.3063 | 1.1429 |
78
+ | No log | 1.1489 | 54 | 1.3582 | 0.1921 | 1.3582 | 1.1654 |
79
+ | No log | 1.1915 | 56 | 1.6767 | 0.0549 | 1.6767 | 1.2949 |
80
+ | No log | 1.2340 | 58 | 2.0941 | 0.0877 | 2.0941 | 1.4471 |
81
+ | No log | 1.2766 | 60 | 2.0279 | 0.0877 | 2.0279 | 1.4240 |
82
+ | No log | 1.3191 | 62 | 1.5416 | 0.0647 | 1.5416 | 1.2416 |
83
+ | No log | 1.3617 | 64 | 1.4810 | 0.0647 | 1.4810 | 1.2170 |
84
+ | No log | 1.4043 | 66 | 1.6936 | 0.0248 | 1.6936 | 1.3014 |
85
+ | No log | 1.4468 | 68 | 1.6751 | 0.0248 | 1.6751 | 1.2942 |
86
+ | No log | 1.4894 | 70 | 1.4703 | 0.0647 | 1.4703 | 1.2126 |
87
+ | No log | 1.5319 | 72 | 1.3319 | 0.2014 | 1.3319 | 1.1541 |
88
+ | No log | 1.5745 | 74 | 1.4183 | 0.1807 | 1.4183 | 1.1909 |
89
+ | No log | 1.6170 | 76 | 1.5665 | 0.2278 | 1.5665 | 1.2516 |
90
+ | No log | 1.6596 | 78 | 1.8365 | 0.2017 | 1.8365 | 1.3552 |
91
+ | No log | 1.7021 | 80 | 1.5131 | 0.1698 | 1.5131 | 1.2301 |
92
+ | No log | 1.7447 | 82 | 1.3425 | 0.1501 | 1.3425 | 1.1586 |
93
+ | No log | 1.7872 | 84 | 1.3693 | 0.1501 | 1.3693 | 1.1702 |
94
+ | No log | 1.8298 | 86 | 1.5042 | 0.1602 | 1.5042 | 1.2265 |
95
+ | No log | 1.8723 | 88 | 1.3968 | 0.1901 | 1.3968 | 1.1819 |
96
+ | No log | 1.9149 | 90 | 1.2266 | 0.2103 | 1.2266 | 1.1075 |
97
+ | No log | 1.9574 | 92 | 1.2122 | 0.2333 | 1.2122 | 1.1010 |
98
+ | No log | 2.0 | 94 | 1.2370 | 0.2191 | 1.2370 | 1.1122 |
99
+ | No log | 2.0426 | 96 | 1.2832 | 0.1965 | 1.2832 | 1.1328 |
100
+ | No log | 2.0851 | 98 | 1.3854 | 0.2283 | 1.3854 | 1.1771 |
101
+ | No log | 2.1277 | 100 | 1.4479 | 0.1901 | 1.4479 | 1.2033 |
102
+ | No log | 2.1702 | 102 | 1.6598 | 0.2281 | 1.6598 | 1.2883 |
103
+ | No log | 2.2128 | 104 | 1.5728 | 0.1990 | 1.5728 | 1.2541 |
104
+ | No log | 2.2553 | 106 | 1.3925 | 0.2115 | 1.3925 | 1.1800 |
105
+ | No log | 2.2979 | 108 | 1.3035 | 0.2103 | 1.3035 | 1.1417 |
106
+ | No log | 2.3404 | 110 | 1.3157 | 0.2152 | 1.3157 | 1.1471 |
107
+ | No log | 2.3830 | 112 | 1.3814 | 0.2065 | 1.3814 | 1.1753 |
108
+ | No log | 2.4255 | 114 | 1.2816 | 0.1913 | 1.2816 | 1.1321 |
109
+ | No log | 2.4681 | 116 | 1.3672 | 0.2103 | 1.3672 | 1.1693 |
110
+ | No log | 2.5106 | 118 | 1.5008 | 0.2286 | 1.5008 | 1.2251 |
111
+ | No log | 2.5532 | 120 | 1.5246 | 0.2443 | 1.5246 | 1.2347 |
112
+ | No log | 2.5957 | 122 | 1.7335 | 0.1476 | 1.7335 | 1.3166 |
113
+ | No log | 2.6383 | 124 | 1.6173 | 0.1698 | 1.6173 | 1.2717 |
114
+ | No log | 2.6809 | 126 | 1.3218 | 0.1912 | 1.3218 | 1.1497 |
115
+ | No log | 2.7234 | 128 | 1.1808 | 0.2493 | 1.1808 | 1.0867 |
116
+ | No log | 2.7660 | 130 | 1.1701 | 0.2602 | 1.1701 | 1.0817 |
117
+ | No log | 2.8085 | 132 | 1.2326 | 0.2031 | 1.2326 | 1.1102 |
118
+ | No log | 2.8511 | 134 | 1.6099 | 0.3155 | 1.6099 | 1.2688 |
119
+ | No log | 2.8936 | 136 | 1.4970 | 0.2744 | 1.4970 | 1.2235 |
120
+ | No log | 2.9362 | 138 | 1.1786 | 0.2046 | 1.1786 | 1.0856 |
121
+ | No log | 2.9787 | 140 | 1.2104 | 0.3310 | 1.2104 | 1.1002 |
122
+ | No log | 3.0213 | 142 | 1.1855 | 0.1963 | 1.1855 | 1.0888 |
123
+ | No log | 3.0638 | 144 | 1.4084 | 0.2060 | 1.4084 | 1.1867 |
124
+ | No log | 3.1064 | 146 | 1.5016 | 0.2758 | 1.5016 | 1.2254 |
125
+ | No log | 3.1489 | 148 | 1.3770 | 0.2264 | 1.3770 | 1.1735 |
126
+ | No log | 3.1915 | 150 | 1.3027 | 0.2217 | 1.3027 | 1.1413 |
127
+ | No log | 3.2340 | 152 | 1.2098 | 0.2299 | 1.2098 | 1.0999 |
128
+ | No log | 3.2766 | 154 | 1.1468 | 0.2602 | 1.1468 | 1.0709 |
129
+ | No log | 3.3191 | 156 | 1.1446 | 0.3482 | 1.1446 | 1.0699 |
130
+ | No log | 3.3617 | 158 | 1.1534 | 0.2091 | 1.1534 | 1.0740 |
131
+ | No log | 3.4043 | 160 | 1.2487 | 0.1982 | 1.2487 | 1.1175 |
132
+ | No log | 3.4468 | 162 | 1.3196 | 0.1787 | 1.3196 | 1.1487 |
133
+ | No log | 3.4894 | 164 | 1.2426 | 0.2437 | 1.2426 | 1.1147 |
134
+ | No log | 3.5319 | 166 | 1.1998 | 0.2760 | 1.1998 | 1.0954 |
135
+ | No log | 3.5745 | 168 | 1.2065 | 0.2760 | 1.2065 | 1.0984 |
136
+ | No log | 3.6170 | 170 | 1.2105 | 0.2418 | 1.2105 | 1.1002 |
137
+ | No log | 3.6596 | 172 | 1.2860 | 0.2016 | 1.2860 | 1.1340 |
138
+ | No log | 3.7021 | 174 | 1.6047 | 0.2105 | 1.6047 | 1.2668 |
139
+ | No log | 3.7447 | 176 | 1.7351 | 0.1748 | 1.7351 | 1.3172 |
140
+ | No log | 3.7872 | 178 | 1.4702 | 0.2103 | 1.4702 | 1.2125 |
141
+ | No log | 3.8298 | 180 | 1.2159 | 0.1691 | 1.2159 | 1.1027 |
142
+ | No log | 3.8723 | 182 | 1.1709 | 0.2383 | 1.1709 | 1.0821 |
143
+ | No log | 3.9149 | 184 | 1.1982 | 0.2606 | 1.1982 | 1.0946 |
144
+ | No log | 3.9574 | 186 | 1.1544 | 0.2417 | 1.1544 | 1.0744 |
145
+ | No log | 4.0 | 188 | 1.2277 | 0.2138 | 1.2277 | 1.1080 |
146
+ | No log | 4.0426 | 190 | 1.6193 | 0.2508 | 1.6193 | 1.2725 |
147
+ | No log | 4.0851 | 192 | 1.9066 | 0.1268 | 1.9066 | 1.3808 |
148
+ | No log | 4.1277 | 194 | 1.7754 | 0.2221 | 1.7754 | 1.3325 |
149
+ | No log | 4.1702 | 196 | 1.3762 | 0.2329 | 1.3762 | 1.1731 |
150
+ | No log | 4.2128 | 198 | 1.1689 | 0.2014 | 1.1689 | 1.0812 |
151
+ | No log | 4.2553 | 200 | 1.1670 | 0.2308 | 1.1670 | 1.0803 |
152
+ | No log | 4.2979 | 202 | 1.2348 | 0.1758 | 1.2348 | 1.1112 |
153
+ | No log | 4.3404 | 204 | 1.4229 | 0.2277 | 1.4229 | 1.1929 |
154
+ | No log | 4.3830 | 206 | 1.4402 | 0.2144 | 1.4402 | 1.2001 |
155
+ | No log | 4.4255 | 208 | 1.2906 | 0.1626 | 1.2906 | 1.1361 |
156
+ | No log | 4.4681 | 210 | 1.1743 | 0.2308 | 1.1743 | 1.0836 |
157
+ | No log | 4.5106 | 212 | 1.1403 | 0.3186 | 1.1403 | 1.0679 |
158
+ | No log | 4.5532 | 214 | 1.1439 | 0.3186 | 1.1439 | 1.0695 |
159
+ | No log | 4.5957 | 216 | 1.1730 | 0.2576 | 1.1730 | 1.0831 |
160
+ | No log | 4.6383 | 218 | 1.1569 | 0.2323 | 1.1569 | 1.0756 |
161
+ | No log | 4.6809 | 220 | 1.1242 | 0.3312 | 1.1242 | 1.0603 |
162
+ | No log | 4.7234 | 222 | 1.1299 | 0.3612 | 1.1299 | 1.0630 |
163
+ | No log | 4.7660 | 224 | 1.1825 | 0.2863 | 1.1825 | 1.0874 |
164
+ | No log | 4.8085 | 226 | 1.3071 | 0.2555 | 1.3071 | 1.1433 |
165
+ | No log | 4.8511 | 228 | 1.3508 | 0.2260 | 1.3508 | 1.1622 |
166
+ | No log | 4.8936 | 230 | 1.2567 | 0.1773 | 1.2567 | 1.1210 |
167
+ | No log | 4.9362 | 232 | 1.2366 | 0.1469 | 1.2366 | 1.1120 |
168
+ | No log | 4.9787 | 234 | 1.2501 | 0.1852 | 1.2501 | 1.1181 |
169
+ | No log | 5.0213 | 236 | 1.3590 | 0.2103 | 1.3590 | 1.1658 |
170
+ | No log | 5.0638 | 238 | 1.7033 | 0.2041 | 1.7033 | 1.3051 |
171
+ | No log | 5.1064 | 240 | 1.7852 | 0.1865 | 1.7852 | 1.3361 |
172
+ | No log | 5.1489 | 242 | 1.4664 | 0.2236 | 1.4664 | 1.2110 |
173
+ | No log | 5.1915 | 244 | 1.1911 | 0.1697 | 1.1911 | 1.0914 |
174
+ | No log | 5.2340 | 246 | 1.1689 | 0.1697 | 1.1689 | 1.0812 |
175
+ | No log | 5.2766 | 248 | 1.2643 | 0.1490 | 1.2643 | 1.1244 |
176
+ | No log | 5.3191 | 250 | 1.2413 | 0.1678 | 1.2413 | 1.1141 |
177
+ | No log | 5.3617 | 252 | 1.1668 | 0.2060 | 1.1668 | 1.0802 |
178
+ | No log | 5.4043 | 254 | 1.1199 | 0.3167 | 1.1199 | 1.0583 |
179
+ | No log | 5.4468 | 256 | 1.1019 | 0.2706 | 1.1019 | 1.0497 |
180
+ | No log | 5.4894 | 258 | 1.1317 | 0.1876 | 1.1317 | 1.0638 |
181
+ | No log | 5.5319 | 260 | 1.1721 | 0.1928 | 1.1721 | 1.0826 |
182
+ | No log | 5.5745 | 262 | 1.3069 | 0.2744 | 1.3069 | 1.1432 |
183
+ | No log | 5.6170 | 264 | 1.3923 | 0.2857 | 1.3923 | 1.1800 |
184
+ | No log | 5.6596 | 266 | 1.2808 | 0.1943 | 1.2808 | 1.1317 |
185
+ | No log | 5.7021 | 268 | 1.2256 | 0.3101 | 1.2256 | 1.1071 |
186
+ | No log | 5.7447 | 270 | 1.2316 | 0.2993 | 1.2316 | 1.1098 |
187
+ | No log | 5.7872 | 272 | 1.2299 | 0.2906 | 1.2299 | 1.1090 |
188
+ | No log | 5.8298 | 274 | 1.2144 | 0.2993 | 1.2144 | 1.1020 |
189
+ | No log | 5.8723 | 276 | 1.1879 | 0.3167 | 1.1879 | 1.0899 |
190
+ | No log | 5.9149 | 278 | 1.1975 | 0.2906 | 1.1975 | 1.0943 |
191
+ | No log | 5.9574 | 280 | 1.1723 | 0.3059 | 1.1723 | 1.0827 |
192
+ | No log | 6.0 | 282 | 1.1633 | 0.3623 | 1.1633 | 1.0786 |
193
+ | No log | 6.0426 | 284 | 1.1563 | 0.3623 | 1.1563 | 1.0753 |
194
+ | No log | 6.0851 | 286 | 1.1552 | 0.2706 | 1.1552 | 1.0748 |
195
+ | No log | 6.1277 | 288 | 1.1939 | 0.1486 | 1.1939 | 1.0926 |
196
+ | No log | 6.1702 | 290 | 1.1821 | 0.1921 | 1.1821 | 1.0873 |
197
+ | No log | 6.2128 | 292 | 1.1902 | 0.2392 | 1.1902 | 1.0910 |
198
+ | No log | 6.2553 | 294 | 1.2048 | 0.3600 | 1.2048 | 1.0976 |
199
+ | No log | 6.2979 | 296 | 1.1251 | 0.2851 | 1.1251 | 1.0607 |
200
+ | No log | 6.3404 | 298 | 1.0871 | 0.3289 | 1.0871 | 1.0426 |
201
+ | No log | 6.3830 | 300 | 1.0744 | 0.3758 | 1.0744 | 1.0365 |
202
+ | No log | 6.4255 | 302 | 1.0909 | 0.3622 | 1.0909 | 1.0445 |
203
+ | No log | 6.4681 | 304 | 1.0748 | 0.3876 | 1.0748 | 1.0367 |
204
+ | No log | 6.5106 | 306 | 1.0850 | 0.3409 | 1.0850 | 1.0417 |
205
+ | No log | 6.5532 | 308 | 1.1005 | 0.3231 | 1.1005 | 1.0491 |
206
+ | No log | 6.5957 | 310 | 1.1327 | 0.2608 | 1.1327 | 1.0643 |
207
+ | No log | 6.6383 | 312 | 1.1779 | 0.2445 | 1.1779 | 1.0853 |
208
+ | No log | 6.6809 | 314 | 1.1621 | 0.2122 | 1.1621 | 1.0780 |
209
+ | No log | 6.7234 | 316 | 1.1455 | 0.2293 | 1.1455 | 1.0703 |
210
+ | No log | 6.7660 | 318 | 1.1407 | 0.2781 | 1.1407 | 1.0681 |
211
+ | No log | 6.8085 | 320 | 1.0748 | 0.3320 | 1.0748 | 1.0367 |
212
+ | No log | 6.8511 | 322 | 1.1249 | 0.2857 | 1.1249 | 1.0606 |
213
+ | No log | 6.8936 | 324 | 1.1379 | 0.2611 | 1.1379 | 1.0667 |
214
+ | No log | 6.9362 | 326 | 1.0581 | 0.2472 | 1.0581 | 1.0286 |
215
+ | No log | 6.9787 | 328 | 1.0352 | 0.3327 | 1.0352 | 1.0175 |
216
+ | No log | 7.0213 | 330 | 1.0479 | 0.3016 | 1.0479 | 1.0237 |
217
+ | No log | 7.0638 | 332 | 1.0703 | 0.3186 | 1.0703 | 1.0345 |
218
+ | No log | 7.1064 | 334 | 1.1255 | 0.3454 | 1.1255 | 1.0609 |
219
+ | No log | 7.1489 | 336 | 1.1446 | 0.2710 | 1.1446 | 1.0699 |
220
+ | No log | 7.1915 | 338 | 1.1162 | 0.2550 | 1.1162 | 1.0565 |
221
+ | No log | 7.2340 | 340 | 1.0816 | 0.2927 | 1.0816 | 1.0400 |
222
+ | No log | 7.2766 | 342 | 1.0706 | 0.2452 | 1.0706 | 1.0347 |
223
+ | No log | 7.3191 | 344 | 1.1110 | 0.1835 | 1.1110 | 1.0540 |
224
+ | No log | 7.3617 | 346 | 1.2950 | 0.2202 | 1.2950 | 1.1380 |
225
+ | No log | 7.4043 | 348 | 1.4325 | 0.2436 | 1.4325 | 1.1969 |
226
+ | No log | 7.4468 | 350 | 1.3627 | 0.3174 | 1.3627 | 1.1674 |
227
+ | No log | 7.4894 | 352 | 1.1967 | 0.2232 | 1.1967 | 1.0939 |
228
+ | No log | 7.5319 | 354 | 1.0729 | 0.2293 | 1.0729 | 1.0358 |
229
+ | No log | 7.5745 | 356 | 1.0790 | 0.3412 | 1.0790 | 1.0387 |
230
+ | No log | 7.6170 | 358 | 1.0869 | 0.3043 | 1.0869 | 1.0425 |
231
+ | No log | 7.6596 | 360 | 1.0619 | 0.2424 | 1.0619 | 1.0305 |
232
+ | No log | 7.7021 | 362 | 1.1632 | 0.2356 | 1.1632 | 1.0785 |
233
+ | No log | 7.7447 | 364 | 1.2163 | 0.2919 | 1.2163 | 1.1029 |
234
+ | No log | 7.7872 | 366 | 1.2417 | 0.2984 | 1.2417 | 1.1143 |
235
+ | No log | 7.8298 | 368 | 1.1406 | 0.1434 | 1.1406 | 1.0680 |
236
+ | No log | 7.8723 | 370 | 1.0931 | 0.2275 | 1.0931 | 1.0455 |
237
+ | No log | 7.9149 | 372 | 1.0914 | 0.2363 | 1.0914 | 1.0447 |
238
+ | No log | 7.9574 | 374 | 1.1458 | 0.1702 | 1.1458 | 1.0704 |
239
+ | No log | 8.0 | 376 | 1.1681 | 0.1943 | 1.1681 | 1.0808 |
240
+ | No log | 8.0426 | 378 | 1.1321 | 0.1651 | 1.1321 | 1.0640 |
241
+ | No log | 8.0851 | 380 | 1.1129 | 0.1412 | 1.1129 | 1.0549 |
242
+ | No log | 8.1277 | 382 | 1.1398 | 0.1468 | 1.1398 | 1.0676 |
243
+ | No log | 8.1702 | 384 | 1.2197 | 0.2527 | 1.2197 | 1.1044 |
244
+ | No log | 8.2128 | 386 | 1.3165 | 0.2005 | 1.3165 | 1.1474 |
245
+ | No log | 8.2553 | 388 | 1.3024 | 0.1581 | 1.3024 | 1.1412 |
246
+ | No log | 8.2979 | 390 | 1.1520 | 0.2418 | 1.1520 | 1.0733 |
247
+ | No log | 8.3404 | 392 | 1.1130 | 0.2358 | 1.1130 | 1.0550 |
248
+ | No log | 8.3830 | 394 | 1.1198 | 0.2094 | 1.1198 | 1.0582 |
249
+ | No log | 8.4255 | 396 | 1.1718 | 0.2450 | 1.1718 | 1.0825 |
250
+ | No log | 8.4681 | 398 | 1.1770 | 0.3158 | 1.1770 | 1.0849 |
251
+ | No log | 8.5106 | 400 | 1.2298 | 0.2444 | 1.2298 | 1.1090 |
252
+ | No log | 8.5532 | 402 | 1.3675 | 0.3271 | 1.3675 | 1.1694 |
253
+ | No log | 8.5957 | 404 | 1.3038 | 0.2289 | 1.3038 | 1.1418 |
254
+ | No log | 8.6383 | 406 | 1.1819 | 0.2554 | 1.1819 | 1.0872 |
255
+ | No log | 8.6809 | 408 | 1.1882 | 0.2554 | 1.1882 | 1.0900 |
256
+ | No log | 8.7234 | 410 | 1.0853 | 0.2380 | 1.0853 | 1.0418 |
257
+ | No log | 8.7660 | 412 | 1.0694 | 0.2128 | 1.0694 | 1.0341 |
258
+ | No log | 8.8085 | 414 | 1.1079 | 0.2380 | 1.1079 | 1.0526 |
259
+ | No log | 8.8511 | 416 | 1.0910 | 0.2221 | 1.0910 | 1.0445 |
260
+ | No log | 8.8936 | 418 | 1.1063 | 0.2128 | 1.1063 | 1.0518 |
261
+ | No log | 8.9362 | 420 | 1.1167 | 0.1982 | 1.1167 | 1.0568 |
262
+ | No log | 8.9787 | 422 | 1.1390 | 0.1751 | 1.1390 | 1.0672 |
263
+ | No log | 9.0213 | 424 | 1.2862 | 0.3145 | 1.2862 | 1.1341 |
264
+ | No log | 9.0638 | 426 | 1.3822 | 0.3103 | 1.3822 | 1.1757 |
265
+ | No log | 9.1064 | 428 | 1.2098 | 0.1619 | 1.2098 | 1.0999 |
266
+ | No log | 9.1489 | 430 | 1.1167 | 0.1935 | 1.1167 | 1.0568 |
267
+ | No log | 9.1915 | 432 | 1.0767 | 0.2126 | 1.0767 | 1.0376 |
268
+ | No log | 9.2340 | 434 | 1.1089 | 0.1748 | 1.1089 | 1.0530 |
269
+ | No log | 9.2766 | 436 | 1.1005 | 0.2078 | 1.1005 | 1.0490 |
270
+ | No log | 9.3191 | 438 | 1.0797 | 0.2831 | 1.0797 | 1.0391 |
271
+ | No log | 9.3617 | 440 | 1.1083 | 0.2159 | 1.1083 | 1.0527 |
272
+ | No log | 9.4043 | 442 | 1.2598 | 0.2560 | 1.2598 | 1.1224 |
273
+ | No log | 9.4468 | 444 | 1.4045 | 0.2899 | 1.4045 | 1.1851 |
274
+ | No log | 9.4894 | 446 | 1.4489 | 0.2942 | 1.4489 | 1.2037 |
275
+ | No log | 9.5319 | 448 | 1.3792 | 0.2833 | 1.3792 | 1.1744 |
276
+ | No log | 9.5745 | 450 | 1.1799 | 0.1814 | 1.1799 | 1.0862 |
277
+ | No log | 9.6170 | 452 | 1.1149 | 0.1980 | 1.1149 | 1.0559 |
278
+ | No log | 9.6596 | 454 | 1.1022 | 0.2128 | 1.1022 | 1.0499 |
279
+ | No log | 9.7021 | 456 | 1.0837 | 0.2358 | 1.0837 | 1.0410 |
280
+ | No log | 9.7447 | 458 | 1.0719 | 0.2402 | 1.0719 | 1.0353 |
281
+ | No log | 9.7872 | 460 | 1.0811 | 0.2946 | 1.0811 | 1.0397 |
282
+ | No log | 9.8298 | 462 | 1.0814 | 0.3017 | 1.0814 | 1.0399 |
283
+ | No log | 9.8723 | 464 | 1.1184 | 0.2495 | 1.1184 | 1.0575 |
284
+ | No log | 9.9149 | 466 | 1.2902 | 0.2574 | 1.2902 | 1.1359 |
285
+ | No log | 9.9574 | 468 | 1.3454 | 0.2511 | 1.3454 | 1.1599 |
286
+ | No log | 10.0 | 470 | 1.2562 | 0.2228 | 1.2562 | 1.1208 |
287
+ | No log | 10.0426 | 472 | 1.1257 | 0.2324 | 1.1257 | 1.0610 |
288
+ | No log | 10.0851 | 474 | 1.0638 | 0.3017 | 1.0638 | 1.0314 |
289
+ | No log | 10.1277 | 476 | 1.0670 | 0.3344 | 1.0670 | 1.0330 |
290
+ | No log | 10.1702 | 478 | 1.0735 | 0.2991 | 1.0735 | 1.0361 |
291
+ | No log | 10.2128 | 480 | 1.0933 | 0.2210 | 1.0933 | 1.0456 |
292
+ | No log | 10.2553 | 482 | 1.1795 | 0.2191 | 1.1795 | 1.0861 |
293
+ | No log | 10.2979 | 484 | 1.3207 | 0.1601 | 1.3207 | 1.1492 |
294
+ | No log | 10.3404 | 486 | 1.4889 | 0.2450 | 1.4889 | 1.2202 |
295
+ | No log | 10.3830 | 488 | 1.4609 | 0.2239 | 1.4608 | 1.2087 |
296
+ | No log | 10.4255 | 490 | 1.3093 | 0.2313 | 1.3093 | 1.1443 |
297
+ | No log | 10.4681 | 492 | 1.1899 | 0.2418 | 1.1899 | 1.0908 |
298
+ | No log | 10.5106 | 494 | 1.1696 | 0.2405 | 1.1696 | 1.0815 |
299
+ | No log | 10.5532 | 496 | 1.1772 | 0.2235 | 1.1772 | 1.0850 |
300
+ | No log | 10.5957 | 498 | 1.1714 | 0.2366 | 1.1714 | 1.0823 |
301
+ | 0.3694 | 10.6383 | 500 | 1.1457 | 0.2399 | 1.1457 | 1.0704 |
302
+ | 0.3694 | 10.6809 | 502 | 1.1275 | 0.2945 | 1.1275 | 1.0619 |
303
+ | 0.3694 | 10.7234 | 504 | 1.1194 | 0.2637 | 1.1194 | 1.0580 |
304
+ | 0.3694 | 10.7660 | 506 | 1.1696 | 0.2098 | 1.1696 | 1.0815 |
305
+ | 0.3694 | 10.8085 | 508 | 1.1836 | 0.2098 | 1.1836 | 1.0879 |
306
+ | 0.3694 | 10.8511 | 510 | 1.1799 | 0.2140 | 1.1799 | 1.0862 |
307
+ | 0.3694 | 10.8936 | 512 | 1.1056 | 0.2795 | 1.1056 | 1.0515 |
308
+ | 0.3694 | 10.9362 | 514 | 1.0732 | 0.3970 | 1.0732 | 1.0359 |
309
+ | 0.3694 | 10.9787 | 516 | 1.0851 | 0.3145 | 1.0851 | 1.0417 |
310
+ | 0.3694 | 11.0213 | 518 | 1.1108 | 0.2777 | 1.1108 | 1.0539 |
311
+ | 0.3694 | 11.0638 | 520 | 1.1084 | 0.2777 | 1.1084 | 1.0528 |
312
+ | 0.3694 | 11.1064 | 522 | 1.1498 | 0.1523 | 1.1498 | 1.0723 |
313
+ | 0.3694 | 11.1489 | 524 | 1.2588 | 0.2424 | 1.2588 | 1.1219 |
314
+ | 0.3694 | 11.1915 | 526 | 1.2401 | 0.1766 | 1.2401 | 1.1136 |
315
+ | 0.3694 | 11.2340 | 528 | 1.1427 | 0.2138 | 1.1427 | 1.0690 |
316
+ | 0.3694 | 11.2766 | 530 | 1.0838 | 0.1774 | 1.0838 | 1.0411 |
317
+ | 0.3694 | 11.3191 | 532 | 1.0774 | 0.3040 | 1.0774 | 1.0380 |
318
+ | 0.3694 | 11.3617 | 534 | 1.0859 | 0.2499 | 1.0859 | 1.0421 |
319
+ | 0.3694 | 11.4043 | 536 | 1.1392 | 0.1798 | 1.1392 | 1.0673 |
320
+ | 0.3694 | 11.4468 | 538 | 1.2190 | 0.2870 | 1.2190 | 1.1041 |
321
+ | 0.3694 | 11.4894 | 540 | 1.1985 | 0.2516 | 1.1985 | 1.0948 |
322
+ | 0.3694 | 11.5319 | 542 | 1.1094 | 0.2236 | 1.1094 | 1.0533 |
323
+ | 0.3694 | 11.5745 | 544 | 1.0833 | 0.2411 | 1.0833 | 1.0408 |
324
+ | 0.3694 | 11.6170 | 546 | 1.0761 | 0.3037 | 1.0761 | 1.0374 |
325
+ | 0.3694 | 11.6596 | 548 | 1.0953 | 0.2225 | 1.0953 | 1.0466 |
326
+ | 0.3694 | 11.7021 | 550 | 1.1622 | 0.1986 | 1.1622 | 1.0781 |
327
+ | 0.3694 | 11.7447 | 552 | 1.2408 | 0.3026 | 1.2408 | 1.1139 |
328
+ | 0.3694 | 11.7872 | 554 | 1.2113 | 0.1862 | 1.2113 | 1.1006 |
329
+ | 0.3694 | 11.8298 | 556 | 1.1438 | 0.1980 | 1.1438 | 1.0695 |
330
+ | 0.3694 | 11.8723 | 558 | 1.1174 | 0.2556 | 1.1174 | 1.0571 |
331
+ | 0.3694 | 11.9149 | 560 | 1.1182 | 0.2556 | 1.1182 | 1.0574 |
332
+ | 0.3694 | 11.9574 | 562 | 1.1348 | 0.2108 | 1.1348 | 1.0653 |
333
+ | 0.3694 | 12.0 | 564 | 1.1595 | 0.1751 | 1.1595 | 1.0768 |
334
+ | 0.3694 | 12.0426 | 566 | 1.1827 | 0.2384 | 1.1827 | 1.0875 |
335
+ | 0.3694 | 12.0851 | 568 | 1.2512 | 0.1629 | 1.2512 | 1.1186 |
336
+ | 0.3694 | 12.1277 | 570 | 1.3575 | 0.2660 | 1.3575 | 1.1651 |
337
+ | 0.3694 | 12.1702 | 572 | 1.3831 | 0.2359 | 1.3831 | 1.1761 |
338
+ | 0.3694 | 12.2128 | 574 | 1.3063 | 0.2660 | 1.3063 | 1.1429 |
339
+ | 0.3694 | 12.2553 | 576 | 1.1895 | 0.1839 | 1.1895 | 1.0906 |
340
+ | 0.3694 | 12.2979 | 578 | 1.1415 | 0.2376 | 1.1415 | 1.0684 |
341
+ | 0.3694 | 12.3404 | 580 | 1.1348 | 0.2222 | 1.1348 | 1.0653 |
342
+ | 0.3694 | 12.3830 | 582 | 1.1534 | 0.1935 | 1.1534 | 1.0740 |
343
+ | 0.3694 | 12.4255 | 584 | 1.1615 | 0.1935 | 1.1615 | 1.0777 |
344
 
345
 
346
  ### Framework versions