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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_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_usingWellWrittenEssays_FineTuningAraBERT_run1_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_usingWellWrittenEssays_FineTuningAraBERT_run1_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: 0.8483
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- - Qwk: -0.0056
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- - Mse: 0.8483
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- - Rmse: 0.9210
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  ## Model description
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@@ -49,268 +49,534 @@ 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 | 0.0571 | 2 | 3.8625 | 0.0035 | 3.8625 | 1.9653 |
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- | No log | 0.1143 | 4 | 2.3216 | 0.0494 | 2.3216 | 1.5237 |
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- | No log | 0.1714 | 6 | 3.3035 | -0.0036 | 3.3035 | 1.8175 |
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- | No log | 0.2286 | 8 | 1.6256 | -0.0453 | 1.6256 | 1.2750 |
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- | No log | 0.2857 | 10 | 1.0213 | -0.0628 | 1.0213 | 1.0106 |
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- | No log | 0.3429 | 12 | 1.2204 | -0.0736 | 1.2204 | 1.1047 |
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- | No log | 0.4 | 14 | 1.8874 | -0.0512 | 1.8874 | 1.3738 |
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- | No log | 0.4571 | 16 | 1.6028 | 0.0 | 1.6028 | 1.2660 |
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- | No log | 0.5143 | 18 | 1.3958 | 0.0 | 1.3958 | 1.1814 |
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- | No log | 0.5714 | 20 | 1.0956 | -0.0500 | 1.0956 | 1.0467 |
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- | No log | 0.6286 | 22 | 0.8349 | -0.0309 | 0.8349 | 0.9137 |
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- | No log | 0.6857 | 24 | 0.8578 | -0.0101 | 0.8578 | 0.9262 |
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- | No log | 0.7429 | 26 | 0.9328 | -0.0345 | 0.9328 | 0.9658 |
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- | No log | 0.8 | 28 | 1.2204 | -0.1019 | 1.2204 | 1.1047 |
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- | No log | 0.8571 | 30 | 1.1388 | -0.0736 | 1.1388 | 1.0671 |
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- | No log | 0.9143 | 32 | 0.9146 | 0.0046 | 0.9146 | 0.9563 |
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- | No log | 0.9714 | 34 | 1.0353 | -0.0385 | 1.0353 | 1.0175 |
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- | No log | 1.0286 | 36 | 1.2863 | -0.0736 | 1.2863 | 1.1341 |
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- | No log | 1.0857 | 38 | 1.2132 | -0.0712 | 1.2132 | 1.1014 |
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- | No log | 1.1429 | 40 | 0.8026 | -0.0240 | 0.8026 | 0.8959 |
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- | No log | 1.2 | 42 | 0.7659 | -0.0551 | 0.7659 | 0.8752 |
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- | No log | 1.2571 | 44 | 0.7585 | -0.1067 | 0.7585 | 0.8709 |
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- | No log | 1.3143 | 46 | 0.8635 | -0.1203 | 0.8635 | 0.9293 |
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- | No log | 1.3714 | 48 | 1.2352 | -0.0207 | 1.2352 | 1.1114 |
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- | No log | 1.4286 | 50 | 1.2614 | -0.0234 | 1.2614 | 1.1231 |
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- | No log | 1.4857 | 52 | 1.2242 | -0.0234 | 1.2242 | 1.1064 |
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- | No log | 1.5429 | 54 | 1.1573 | 0.0048 | 1.1573 | 1.0758 |
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- | No log | 1.6 | 56 | 1.0258 | 0.0282 | 1.0258 | 1.0128 |
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- | No log | 1.6571 | 58 | 0.8413 | -0.0643 | 0.8413 | 0.9172 |
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- | No log | 1.7143 | 60 | 0.9343 | -0.0393 | 0.9343 | 0.9666 |
82
- | No log | 1.7714 | 62 | 0.8595 | 0.0146 | 0.8595 | 0.9271 |
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- | No log | 1.8286 | 64 | 0.8763 | 0.0146 | 0.8763 | 0.9361 |
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- | No log | 1.8857 | 66 | 0.8164 | -0.0170 | 0.8164 | 0.9036 |
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- | No log | 1.9429 | 68 | 0.8886 | 0.0588 | 0.8886 | 0.9427 |
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- | No log | 2.0 | 70 | 0.9968 | 0.0260 | 0.9968 | 0.9984 |
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- | No log | 2.0571 | 72 | 1.1771 | -0.0936 | 1.1771 | 1.0849 |
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- | No log | 2.1143 | 74 | 0.7904 | 0.0355 | 0.7904 | 0.8891 |
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- | No log | 2.1714 | 76 | 0.8545 | -0.1411 | 0.8545 | 0.9244 |
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- | No log | 2.2286 | 78 | 0.8852 | -0.0557 | 0.8852 | 0.9408 |
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- | No log | 2.2857 | 80 | 0.9314 | -0.0860 | 0.9314 | 0.9651 |
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- | No log | 2.3429 | 82 | 1.1707 | -0.0409 | 1.1707 | 1.0820 |
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- | No log | 2.4 | 84 | 0.9497 | -0.1173 | 0.9497 | 0.9745 |
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- | No log | 2.4571 | 86 | 1.0197 | -0.0057 | 1.0197 | 1.0098 |
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- | No log | 2.5143 | 88 | 0.9408 | -0.1202 | 0.9408 | 0.9699 |
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- | No log | 2.5714 | 90 | 0.9063 | -0.0145 | 0.9063 | 0.9520 |
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- | No log | 2.6286 | 92 | 0.8878 | -0.0170 | 0.8878 | 0.9422 |
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- | No log | 2.6857 | 94 | 0.8783 | 0.0690 | 0.8783 | 0.9372 |
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- | No log | 2.7429 | 96 | 0.9595 | -0.0385 | 0.9595 | 0.9796 |
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- | No log | 2.8 | 98 | 0.9743 | -0.0360 | 0.9743 | 0.9871 |
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- | No log | 2.8571 | 100 | 0.8716 | -0.0082 | 0.8716 | 0.9336 |
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- | No log | 2.9143 | 102 | 1.3688 | -0.1283 | 1.3688 | 1.1700 |
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- | No log | 2.9714 | 104 | 1.2721 | -0.1944 | 1.2721 | 1.1279 |
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- | No log | 3.0286 | 106 | 0.8497 | -0.0879 | 0.8497 | 0.9218 |
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- | No log | 3.0857 | 108 | 0.9643 | -0.0551 | 0.9643 | 0.9820 |
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- | No log | 3.1429 | 110 | 0.9070 | -0.1298 | 0.9070 | 0.9524 |
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- | No log | 3.2 | 112 | 0.7850 | -0.0532 | 0.7850 | 0.8860 |
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- | No log | 3.2571 | 114 | 0.8156 | 0.0863 | 0.8156 | 0.9031 |
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- | No log | 3.3143 | 116 | 0.9347 | 0.0512 | 0.9347 | 0.9668 |
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- | No log | 3.3714 | 118 | 0.8022 | -0.0532 | 0.8022 | 0.8956 |
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- | No log | 3.4286 | 120 | 0.8215 | -0.1399 | 0.8215 | 0.9064 |
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- | No log | 3.4857 | 122 | 0.7706 | -0.0513 | 0.7706 | 0.8779 |
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- | No log | 3.5429 | 124 | 0.8397 | 0.0999 | 0.8397 | 0.9164 |
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- | No log | 3.6 | 126 | 0.8330 | 0.0999 | 0.8330 | 0.9127 |
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- | No log | 3.6571 | 128 | 0.7777 | -0.0826 | 0.7777 | 0.8819 |
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- | No log | 3.7143 | 130 | 0.9629 | 0.0092 | 0.9629 | 0.9813 |
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- | No log | 3.7714 | 132 | 0.9319 | -0.0843 | 0.9319 | 0.9654 |
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- | No log | 3.8286 | 134 | 0.8281 | 0.0410 | 0.8281 | 0.9100 |
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- | No log | 3.8857 | 136 | 0.8691 | 0.1006 | 0.8691 | 0.9323 |
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- | No log | 3.9429 | 138 | 0.8145 | 0.0116 | 0.8145 | 0.9025 |
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- | No log | 4.0 | 140 | 0.8409 | -0.0826 | 0.8409 | 0.9170 |
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- | No log | 4.0571 | 142 | 0.8332 | -0.0082 | 0.8332 | 0.9128 |
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- | No log | 4.1143 | 144 | 0.9438 | -0.0033 | 0.9438 | 0.9715 |
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- | No log | 4.1714 | 146 | 0.8505 | 0.0196 | 0.8505 | 0.9222 |
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- | No log | 4.2286 | 148 | 0.8539 | -0.0826 | 0.8539 | 0.9241 |
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- | No log | 4.2857 | 150 | 0.8184 | -0.0939 | 0.8184 | 0.9047 |
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- | No log | 4.3429 | 152 | 0.8425 | 0.0183 | 0.8425 | 0.9179 |
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- | No log | 4.4 | 154 | 0.8245 | 0.0863 | 0.8245 | 0.9080 |
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- | No log | 4.4571 | 156 | 0.8385 | -0.0939 | 0.8385 | 0.9157 |
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- | No log | 4.5143 | 158 | 0.8646 | -0.0949 | 0.8646 | 0.9298 |
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- | No log | 4.5714 | 160 | 0.9289 | 0.0183 | 0.9289 | 0.9638 |
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- | No log | 4.6286 | 162 | 0.8691 | -0.0488 | 0.8691 | 0.9323 |
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- | No log | 4.6857 | 164 | 0.9115 | -0.1647 | 0.9115 | 0.9547 |
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- | No log | 4.7429 | 166 | 0.8469 | -0.0939 | 0.8469 | 0.9203 |
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- | No log | 4.8 | 168 | 0.8845 | 0.0562 | 0.8845 | 0.9405 |
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- | No log | 4.8571 | 170 | 0.8091 | -0.0660 | 0.8091 | 0.8995 |
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- | No log | 4.9143 | 172 | 0.7741 | 0.0033 | 0.7741 | 0.8798 |
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- | No log | 4.9714 | 174 | 0.7578 | 0.0524 | 0.7578 | 0.8705 |
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- | No log | 5.0286 | 176 | 0.7700 | -0.0096 | 0.7700 | 0.8775 |
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- | No log | 5.0857 | 178 | 0.8221 | -0.0849 | 0.8221 | 0.9067 |
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- | No log | 5.1429 | 180 | 0.8578 | 0.0394 | 0.8578 | 0.9262 |
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- | No log | 5.2 | 182 | 0.8848 | -0.0389 | 0.8848 | 0.9406 |
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- | No log | 5.2571 | 184 | 0.9463 | -0.1062 | 0.9463 | 0.9728 |
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- | No log | 5.3143 | 186 | 0.9604 | -0.1202 | 0.9604 | 0.9800 |
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- | No log | 5.3714 | 188 | 0.9322 | -0.1155 | 0.9322 | 0.9655 |
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- | No log | 5.4286 | 190 | 0.8625 | -0.1547 | 0.8625 | 0.9287 |
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- | No log | 5.4857 | 192 | 0.8622 | -0.1106 | 0.8622 | 0.9285 |
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- | No log | 5.5429 | 194 | 0.9172 | -0.0842 | 0.9172 | 0.9577 |
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- | No log | 5.6 | 196 | 0.8039 | -0.0188 | 0.8039 | 0.8966 |
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- | No log | 5.6571 | 198 | 0.7633 | -0.0499 | 0.7633 | 0.8737 |
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- | No log | 5.7143 | 200 | 0.7898 | -0.0499 | 0.7898 | 0.8887 |
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- | No log | 5.7714 | 202 | 0.8356 | -0.1473 | 0.8356 | 0.9141 |
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- | No log | 5.8286 | 204 | 0.8902 | -0.1468 | 0.8902 | 0.9435 |
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- | No log | 5.8857 | 206 | 0.9376 | -0.0446 | 0.9376 | 0.9683 |
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- | No log | 5.9429 | 208 | 0.9805 | -0.2357 | 0.9805 | 0.9902 |
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- | No log | 6.0 | 210 | 0.9350 | -0.2535 | 0.9350 | 0.9670 |
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- | No log | 6.0571 | 212 | 0.8708 | -0.0976 | 0.8708 | 0.9332 |
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- | No log | 6.1143 | 214 | 0.9177 | 0.0017 | 0.9177 | 0.9580 |
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- | No log | 6.1714 | 216 | 0.8298 | 0.1311 | 0.8298 | 0.9110 |
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- | No log | 6.2286 | 218 | 0.8174 | -0.1473 | 0.8174 | 0.9041 |
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- | No log | 6.2857 | 220 | 0.8683 | -0.0881 | 0.8683 | 0.9318 |
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- | No log | 6.3429 | 222 | 0.8141 | -0.1473 | 0.8141 | 0.9023 |
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- | No log | 6.4 | 224 | 0.8679 | 0.0341 | 0.8679 | 0.9316 |
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- | No log | 6.4571 | 226 | 0.8985 | 0.0277 | 0.8985 | 0.9479 |
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- | No log | 6.5143 | 228 | 0.9079 | 0.0277 | 0.9079 | 0.9528 |
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- | No log | 6.5714 | 230 | 0.8269 | -0.1473 | 0.8269 | 0.9093 |
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- | No log | 6.6286 | 232 | 0.8213 | -0.0520 | 0.8213 | 0.9063 |
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- | No log | 6.6857 | 234 | 0.9058 | -0.0303 | 0.9058 | 0.9517 |
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- | No log | 6.7429 | 236 | 0.9194 | 0.0175 | 0.9194 | 0.9589 |
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- | No log | 6.8 | 238 | 0.9443 | 0.0196 | 0.9443 | 0.9718 |
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- | No log | 6.8571 | 240 | 0.9456 | -0.1106 | 0.9456 | 0.9724 |
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- | No log | 6.9143 | 242 | 0.9749 | -0.2227 | 0.9749 | 0.9874 |
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- | No log | 6.9714 | 244 | 0.9410 | -0.1866 | 0.9410 | 0.9701 |
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- | No log | 7.0286 | 246 | 1.0672 | -0.0787 | 1.0672 | 1.0330 |
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- | No log | 7.0857 | 248 | 1.1265 | -0.2000 | 1.1265 | 1.0614 |
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- | No log | 7.1429 | 250 | 0.9368 | 0.0167 | 0.9368 | 0.9679 |
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- | No log | 7.2 | 252 | 0.8630 | -0.1737 | 0.8630 | 0.9290 |
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- | No log | 7.2571 | 254 | 0.8411 | -0.0449 | 0.8411 | 0.9171 |
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- | No log | 7.3143 | 256 | 0.8288 | -0.1473 | 0.8288 | 0.9104 |
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- | No log | 7.3714 | 258 | 0.8161 | -0.0065 | 0.8161 | 0.9034 |
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- | No log | 7.4286 | 260 | 0.8186 | 0.0807 | 0.8186 | 0.9048 |
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- | No log | 7.4857 | 262 | 0.8347 | -0.1745 | 0.8347 | 0.9136 |
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- | No log | 7.5429 | 264 | 0.8653 | -0.1151 | 0.8653 | 0.9302 |
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- | No log | 7.6 | 266 | 0.8749 | -0.0051 | 0.8749 | 0.9354 |
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- | No log | 7.6571 | 268 | 0.8976 | -0.1334 | 0.8976 | 0.9474 |
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- | No log | 7.7143 | 270 | 0.8745 | -0.0573 | 0.8745 | 0.9352 |
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- | No log | 7.7714 | 272 | 0.8867 | 0.0650 | 0.8867 | 0.9417 |
188
- | No log | 7.8286 | 274 | 0.8085 | 0.0394 | 0.8085 | 0.8992 |
189
- | No log | 7.8857 | 276 | 0.7762 | 0.0513 | 0.7762 | 0.8810 |
190
- | No log | 7.9429 | 278 | 0.8289 | 0.1097 | 0.8289 | 0.9104 |
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- | No log | 8.0 | 280 | 0.8677 | 0.0071 | 0.8677 | 0.9315 |
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- | No log | 8.0571 | 282 | 0.8143 | 0.1828 | 0.8143 | 0.9024 |
193
- | No log | 8.1143 | 284 | 0.8336 | -0.0465 | 0.8336 | 0.9130 |
194
- | No log | 8.1714 | 286 | 0.8533 | -0.1354 | 0.8533 | 0.9238 |
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- | No log | 8.2286 | 288 | 0.8327 | 0.0654 | 0.8327 | 0.9125 |
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- | No log | 8.2857 | 290 | 0.8882 | -0.0209 | 0.8882 | 0.9425 |
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- | No log | 8.3429 | 292 | 1.0146 | -0.0376 | 1.0146 | 1.0073 |
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- | No log | 8.4 | 294 | 0.8963 | -0.0230 | 0.8963 | 0.9467 |
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- | No log | 8.4571 | 296 | 0.7113 | 0.1137 | 0.7113 | 0.8434 |
200
- | No log | 8.5143 | 298 | 0.7938 | 0.1192 | 0.7938 | 0.8910 |
201
- | No log | 8.5714 | 300 | 0.8087 | 0.0662 | 0.8087 | 0.8993 |
202
- | No log | 8.6286 | 302 | 0.7567 | 0.0571 | 0.7567 | 0.8699 |
203
- | No log | 8.6857 | 304 | 0.9490 | -0.0425 | 0.9490 | 0.9742 |
204
- | No log | 8.7429 | 306 | 1.2141 | -0.0966 | 1.2141 | 1.1018 |
205
- | No log | 8.8 | 308 | 1.1329 | -0.0955 | 1.1329 | 1.0644 |
206
- | No log | 8.8571 | 310 | 0.8772 | 0.0512 | 0.8772 | 0.9366 |
207
- | No log | 8.9143 | 312 | 0.7134 | 0.1023 | 0.7134 | 0.8446 |
208
- | No log | 8.9714 | 314 | 0.7924 | -0.0322 | 0.7924 | 0.8902 |
209
- | No log | 9.0286 | 316 | 0.8560 | -0.1033 | 0.8560 | 0.9252 |
210
- | No log | 9.0857 | 318 | 0.7937 | 0.0030 | 0.7937 | 0.8909 |
211
- | No log | 9.1429 | 320 | 0.8839 | 0.0999 | 0.8839 | 0.9402 |
212
- | No log | 9.2 | 322 | 0.8753 | 0.0152 | 0.8753 | 0.9356 |
213
- | No log | 9.2571 | 324 | 0.8333 | 0.0934 | 0.8333 | 0.9129 |
214
- | No log | 9.3143 | 326 | 0.8724 | -0.2274 | 0.8724 | 0.9340 |
215
- | No log | 9.3714 | 328 | 0.8163 | -0.0892 | 0.8163 | 0.9035 |
216
- | No log | 9.4286 | 330 | 0.7711 | 0.1304 | 0.7711 | 0.8781 |
217
- | No log | 9.4857 | 332 | 0.7647 | 0.1249 | 0.7647 | 0.8745 |
218
- | No log | 9.5429 | 334 | 0.7199 | 0.0454 | 0.7199 | 0.8485 |
219
- | No log | 9.6 | 336 | 0.7497 | -0.1001 | 0.7497 | 0.8659 |
220
- | No log | 9.6571 | 338 | 0.8149 | -0.0406 | 0.8149 | 0.9027 |
221
- | No log | 9.7143 | 340 | 0.7831 | -0.0406 | 0.7831 | 0.8849 |
222
- | No log | 9.7714 | 342 | 0.7819 | 0.0 | 0.7819 | 0.8843 |
223
- | No log | 9.8286 | 344 | 0.8510 | 0.0757 | 0.8510 | 0.9225 |
224
- | No log | 9.8857 | 346 | 0.8498 | -0.0326 | 0.8498 | 0.9218 |
225
- | No log | 9.9429 | 348 | 0.8848 | -0.1232 | 0.8848 | 0.9406 |
226
- | No log | 10.0 | 350 | 0.8559 | -0.0976 | 0.8559 | 0.9252 |
227
- | No log | 10.0571 | 352 | 0.7809 | 0.0874 | 0.7809 | 0.8837 |
228
- | No log | 10.1143 | 354 | 0.7638 | 0.0874 | 0.7638 | 0.8740 |
229
- | No log | 10.1714 | 356 | 0.7685 | 0.0874 | 0.7685 | 0.8766 |
230
- | No log | 10.2286 | 358 | 0.7937 | 0.1143 | 0.7937 | 0.8909 |
231
- | No log | 10.2857 | 360 | 0.8468 | 0.1004 | 0.8468 | 0.9202 |
232
- | No log | 10.3429 | 362 | 0.8175 | 0.0741 | 0.8175 | 0.9042 |
233
- | No log | 10.4 | 364 | 0.7862 | -0.0892 | 0.7862 | 0.8867 |
234
- | No log | 10.4571 | 366 | 0.7791 | -0.0892 | 0.7791 | 0.8826 |
235
- | No log | 10.5143 | 368 | 0.7949 | -0.0958 | 0.7949 | 0.8916 |
236
- | No log | 10.5714 | 370 | 0.8541 | 0.0660 | 0.8541 | 0.9242 |
237
- | No log | 10.6286 | 372 | 0.9010 | 0.0551 | 0.9010 | 0.9492 |
238
- | No log | 10.6857 | 374 | 0.8412 | 0.0741 | 0.8412 | 0.9172 |
239
- | No log | 10.7429 | 376 | 0.8211 | -0.1330 | 0.8211 | 0.9061 |
240
- | No log | 10.8 | 378 | 0.8278 | -0.1266 | 0.8278 | 0.9099 |
241
- | No log | 10.8571 | 380 | 0.8466 | -0.1905 | 0.8466 | 0.9201 |
242
- | No log | 10.9143 | 382 | 0.8354 | 0.0934 | 0.8354 | 0.9140 |
243
- | No log | 10.9714 | 384 | 0.8536 | 0.1049 | 0.8536 | 0.9239 |
244
- | No log | 11.0286 | 386 | 0.8382 | 0.1095 | 0.8382 | 0.9155 |
245
- | No log | 11.0857 | 388 | 0.8134 | 0.0449 | 0.8134 | 0.9019 |
246
- | No log | 11.1429 | 390 | 0.8505 | -0.1979 | 0.8505 | 0.9222 |
247
- | No log | 11.2 | 392 | 0.8478 | -0.1151 | 0.8478 | 0.9207 |
248
- | No log | 11.2571 | 394 | 0.8396 | 0.0622 | 0.8396 | 0.9163 |
249
- | No log | 11.3143 | 396 | 0.8098 | 0.0732 | 0.8098 | 0.8999 |
250
- | No log | 11.3714 | 398 | 0.7677 | -0.0473 | 0.7677 | 0.8762 |
251
- | No log | 11.4286 | 400 | 0.7463 | -0.1001 | 0.7463 | 0.8639 |
252
- | No log | 11.4857 | 402 | 0.7578 | 0.0031 | 0.7578 | 0.8705 |
253
- | No log | 11.5429 | 404 | 0.7877 | 0.0874 | 0.7877 | 0.8875 |
254
- | No log | 11.6 | 406 | 0.7770 | 0.0432 | 0.7770 | 0.8815 |
255
- | No log | 11.6571 | 408 | 0.7774 | 0.0031 | 0.7774 | 0.8817 |
256
- | No log | 11.7143 | 410 | 0.8185 | -0.1905 | 0.8185 | 0.9047 |
257
- | No log | 11.7714 | 412 | 0.8968 | 0.0359 | 0.8968 | 0.9470 |
258
- | No log | 11.8286 | 414 | 0.9987 | -0.0809 | 0.9987 | 0.9994 |
259
- | No log | 11.8857 | 416 | 1.1188 | -0.0936 | 1.1188 | 1.0577 |
260
- | No log | 11.9429 | 418 | 1.0297 | -0.0122 | 1.0297 | 1.0147 |
261
- | No log | 12.0 | 420 | 0.8286 | 0.0741 | 0.8286 | 0.9103 |
262
- | No log | 12.0571 | 422 | 0.7527 | 0.0662 | 0.7527 | 0.8676 |
263
- | No log | 12.1143 | 424 | 0.7894 | 0.1192 | 0.7894 | 0.8885 |
264
- | No log | 12.1714 | 426 | 0.7865 | 0.0094 | 0.7865 | 0.8869 |
265
- | No log | 12.2286 | 428 | 0.9047 | -0.0669 | 0.9047 | 0.9512 |
266
- | No log | 12.2857 | 430 | 0.9553 | -0.0408 | 0.9553 | 0.9774 |
267
- | No log | 12.3429 | 432 | 0.9217 | -0.0408 | 0.9217 | 0.9600 |
268
- | No log | 12.4 | 434 | 0.8641 | -0.0076 | 0.8641 | 0.9296 |
269
- | No log | 12.4571 | 436 | 0.8503 | -0.1472 | 0.8503 | 0.9221 |
270
- | No log | 12.5143 | 438 | 0.8438 | -0.0705 | 0.8438 | 0.9186 |
271
- | No log | 12.5714 | 440 | 0.8641 | 0.0757 | 0.8641 | 0.9296 |
272
- | No log | 12.6286 | 442 | 0.9297 | 0.0287 | 0.9297 | 0.9642 |
273
- | No log | 12.6857 | 444 | 0.9403 | 0.0287 | 0.9403 | 0.9697 |
274
- | No log | 12.7429 | 446 | 0.8810 | 0.1049 | 0.8810 | 0.9386 |
275
- | No log | 12.8 | 448 | 0.8396 | -0.0738 | 0.8396 | 0.9163 |
276
- | No log | 12.8571 | 450 | 0.8873 | 0.0072 | 0.8873 | 0.9419 |
277
- | No log | 12.9143 | 452 | 0.8385 | -0.1538 | 0.8385 | 0.9157 |
278
- | No log | 12.9714 | 454 | 0.8098 | -0.0443 | 0.8098 | 0.8999 |
279
- | No log | 13.0286 | 456 | 0.8514 | -0.0095 | 0.8514 | 0.9227 |
280
- | No log | 13.0857 | 458 | 0.9154 | -0.0472 | 0.9154 | 0.9567 |
281
- | No log | 13.1429 | 460 | 0.8909 | -0.0047 | 0.8909 | 0.9439 |
282
- | No log | 13.2 | 462 | 0.7952 | -0.0912 | 0.7952 | 0.8918 |
283
- | No log | 13.2571 | 464 | 0.7769 | -0.1001 | 0.7769 | 0.8814 |
284
- | No log | 13.3143 | 466 | 0.7477 | -0.1001 | 0.7477 | 0.8647 |
285
- | No log | 13.3714 | 468 | 0.7217 | 0.0460 | 0.7217 | 0.8495 |
286
- | No log | 13.4286 | 470 | 0.7115 | 0.0 | 0.7115 | 0.8435 |
287
- | No log | 13.4857 | 472 | 0.7144 | 0.0 | 0.7144 | 0.8452 |
288
- | No log | 13.5429 | 474 | 0.7488 | -0.1001 | 0.7488 | 0.8653 |
289
- | No log | 13.6 | 476 | 0.7837 | -0.1001 | 0.7837 | 0.8853 |
290
- | No log | 13.6571 | 478 | 0.8196 | -0.0473 | 0.8196 | 0.9053 |
291
- | No log | 13.7143 | 480 | 0.8436 | -0.0473 | 0.8436 | 0.9185 |
292
- | No log | 13.7714 | 482 | 0.8417 | -0.1678 | 0.8417 | 0.9174 |
293
- | No log | 13.8286 | 484 | 0.8469 | -0.0181 | 0.8469 | 0.9203 |
294
- | No log | 13.8857 | 486 | 0.7866 | -0.0881 | 0.7866 | 0.8869 |
295
- | No log | 13.9429 | 488 | 0.7673 | 0.0496 | 0.7673 | 0.8760 |
296
- | No log | 14.0 | 490 | 0.8044 | 0.1828 | 0.8044 | 0.8969 |
297
- | No log | 14.0571 | 492 | 0.8034 | 0.1259 | 0.8034 | 0.8963 |
298
- | No log | 14.1143 | 494 | 0.8047 | 0.1318 | 0.8047 | 0.8970 |
299
- | No log | 14.1714 | 496 | 0.8090 | 0.0 | 0.8090 | 0.8995 |
300
- | No log | 14.2286 | 498 | 0.8628 | -0.0163 | 0.8628 | 0.9289 |
301
- | 0.2799 | 14.2857 | 500 | 0.8897 | 0.0226 | 0.8897 | 0.9433 |
302
- | 0.2799 | 14.3429 | 502 | 0.8421 | 0.0471 | 0.8421 | 0.9176 |
303
- | 0.2799 | 14.4 | 504 | 0.8175 | 0.0173 | 0.8175 | 0.9042 |
304
- | 0.2799 | 14.4571 | 506 | 0.7703 | 0.0155 | 0.7703 | 0.8777 |
305
- | 0.2799 | 14.5143 | 508 | 0.7357 | 0.0496 | 0.7357 | 0.8578 |
306
- | 0.2799 | 14.5714 | 510 | 0.8053 | 0.0538 | 0.8053 | 0.8974 |
307
- | 0.2799 | 14.6286 | 512 | 0.8931 | 0.0424 | 0.8931 | 0.9451 |
308
- | 0.2799 | 14.6857 | 514 | 0.8426 | 0.0525 | 0.8426 | 0.9179 |
309
- | 0.2799 | 14.7429 | 516 | 0.7645 | 0.0031 | 0.7645 | 0.8744 |
310
- | 0.2799 | 14.8 | 518 | 0.8087 | -0.0284 | 0.8087 | 0.8993 |
311
- | 0.2799 | 14.8571 | 520 | 0.8776 | -0.1145 | 0.8776 | 0.9368 |
312
- | 0.2799 | 14.9143 | 522 | 0.8681 | -0.1530 | 0.8681 | 0.9317 |
313
- | 0.2799 | 14.9714 | 524 | 0.8483 | -0.0056 | 0.8483 | 0.9210 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
314
 
315
 
316
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_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_usingWellWrittenEssays_FineTuningAraBERT_run1_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: 0.8281
19
+ - Qwk: -0.0949
20
+ - Mse: 0.8281
21
+ - Rmse: 0.9100
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0526 | 2 | 3.7091 | -0.0047 | 3.7091 | 1.9259 |
53
+ | No log | 0.1053 | 4 | 2.0458 | 0.0704 | 2.0458 | 1.4303 |
54
+ | No log | 0.1579 | 6 | 1.6105 | 0.0425 | 1.6105 | 1.2690 |
55
+ | No log | 0.2105 | 8 | 1.0922 | 0.0119 | 1.0922 | 1.0451 |
56
+ | No log | 0.2632 | 10 | 1.0021 | 0.0196 | 1.0021 | 1.0010 |
57
+ | No log | 0.3158 | 12 | 0.9767 | -0.0101 | 0.9767 | 0.9883 |
58
+ | No log | 0.3684 | 14 | 1.0107 | 0.0379 | 1.0107 | 1.0053 |
59
+ | No log | 0.4211 | 16 | 1.1124 | 0.0 | 1.1124 | 1.0547 |
60
+ | No log | 0.4737 | 18 | 1.3066 | 0.0 | 1.3066 | 1.1431 |
61
+ | No log | 0.5263 | 20 | 1.1692 | 0.0 | 1.1692 | 1.0813 |
62
+ | No log | 0.5789 | 22 | 0.9166 | 0.0518 | 0.9166 | 0.9574 |
63
+ | No log | 0.6316 | 24 | 0.8677 | 0.0409 | 0.8677 | 0.9315 |
64
+ | No log | 0.6842 | 26 | 0.9876 | 0.0486 | 0.9876 | 0.9938 |
65
+ | No log | 0.7368 | 28 | 0.9620 | -0.0143 | 0.9620 | 0.9808 |
66
+ | No log | 0.7895 | 30 | 0.7414 | -0.0264 | 0.7414 | 0.8611 |
67
+ | No log | 0.8421 | 32 | 0.7754 | 0.0191 | 0.7754 | 0.8806 |
68
+ | No log | 0.8947 | 34 | 0.7348 | -0.0725 | 0.7348 | 0.8572 |
69
+ | No log | 0.9474 | 36 | 0.7126 | 0.1021 | 0.7126 | 0.8441 |
70
+ | No log | 1.0 | 38 | 0.6958 | -0.0679 | 0.6958 | 0.8342 |
71
+ | No log | 1.0526 | 40 | 0.7084 | -0.1088 | 0.7084 | 0.8417 |
72
+ | No log | 1.1053 | 42 | 0.7588 | 0.0129 | 0.7588 | 0.8711 |
73
+ | No log | 1.1579 | 44 | 0.7358 | 0.0375 | 0.7358 | 0.8578 |
74
+ | No log | 1.2105 | 46 | 0.7110 | -0.0513 | 0.7110 | 0.8432 |
75
+ | No log | 1.2632 | 48 | 0.7063 | -0.0493 | 0.7063 | 0.8404 |
76
+ | No log | 1.3158 | 50 | 0.7119 | 0.0506 | 0.7119 | 0.8438 |
77
+ | No log | 1.3684 | 52 | 0.8103 | 0.0071 | 0.8103 | 0.9002 |
78
+ | No log | 1.4211 | 54 | 0.8247 | 0.0017 | 0.8247 | 0.9081 |
79
+ | No log | 1.4737 | 56 | 0.7694 | 0.1148 | 0.7694 | 0.8771 |
80
+ | No log | 1.5263 | 58 | 0.7359 | -0.0096 | 0.7359 | 0.8578 |
81
+ | No log | 1.5789 | 60 | 0.7449 | 0.0640 | 0.7449 | 0.8631 |
82
+ | No log | 1.6316 | 62 | 0.7546 | 0.0695 | 0.7546 | 0.8687 |
83
+ | No log | 1.6842 | 64 | 0.7037 | -0.0033 | 0.7037 | 0.8389 |
84
+ | No log | 1.7368 | 66 | 0.7547 | 0.2105 | 0.7547 | 0.8687 |
85
+ | No log | 1.7895 | 68 | 0.7335 | 0.2180 | 0.7335 | 0.8565 |
86
+ | No log | 1.8421 | 70 | 0.6790 | 0.1027 | 0.6790 | 0.8240 |
87
+ | No log | 1.8947 | 72 | 0.7967 | 0.1744 | 0.7967 | 0.8926 |
88
+ | No log | 1.9474 | 74 | 0.8445 | 0.1315 | 0.8445 | 0.9190 |
89
+ | No log | 2.0 | 76 | 0.7153 | 0.0884 | 0.7153 | 0.8457 |
90
+ | No log | 2.0526 | 78 | 0.6419 | 0.0449 | 0.6419 | 0.8012 |
91
+ | No log | 2.1053 | 80 | 0.6557 | 0.1327 | 0.6557 | 0.8098 |
92
+ | No log | 2.1579 | 82 | 1.0419 | 0.0058 | 1.0419 | 1.0207 |
93
+ | No log | 2.2105 | 84 | 1.1800 | -0.0772 | 1.1800 | 1.0863 |
94
+ | No log | 2.2632 | 86 | 0.9145 | 0.0758 | 0.9145 | 0.9563 |
95
+ | No log | 2.3158 | 88 | 0.8593 | 0.2758 | 0.8593 | 0.9270 |
96
+ | No log | 2.3684 | 90 | 0.8466 | 0.1111 | 0.8466 | 0.9201 |
97
+ | No log | 2.4211 | 92 | 1.0081 | 0.1710 | 1.0081 | 1.0040 |
98
+ | No log | 2.4737 | 94 | 1.0119 | 0.1710 | 1.0119 | 1.0060 |
99
+ | No log | 2.5263 | 96 | 0.8480 | 0.0728 | 0.8480 | 0.9209 |
100
+ | No log | 2.5789 | 98 | 0.8292 | 0.0 | 0.8292 | 0.9106 |
101
+ | No log | 2.6316 | 100 | 0.7847 | 0.0 | 0.7847 | 0.8858 |
102
+ | No log | 2.6842 | 102 | 0.8419 | 0.1929 | 0.8419 | 0.9176 |
103
+ | No log | 2.7368 | 104 | 0.8660 | 0.1911 | 0.8660 | 0.9306 |
104
+ | No log | 2.7895 | 106 | 0.8430 | 0.0776 | 0.8430 | 0.9181 |
105
+ | No log | 2.8421 | 108 | 0.7731 | -0.0488 | 0.7731 | 0.8793 |
106
+ | No log | 2.8947 | 110 | 0.7817 | -0.0029 | 0.7817 | 0.8842 |
107
+ | No log | 2.9474 | 112 | 0.8117 | 0.0165 | 0.8117 | 0.9010 |
108
+ | No log | 3.0 | 114 | 0.9115 | 0.0470 | 0.9115 | 0.9547 |
109
+ | No log | 3.0526 | 116 | 0.9258 | 0.1148 | 0.9258 | 0.9622 |
110
+ | No log | 3.1053 | 118 | 0.8699 | 0.1163 | 0.8699 | 0.9327 |
111
+ | No log | 3.1579 | 120 | 0.7709 | 0.0556 | 0.7709 | 0.8780 |
112
+ | No log | 3.2105 | 122 | 0.7459 | 0.0556 | 0.7459 | 0.8636 |
113
+ | No log | 3.2632 | 124 | 0.7403 | 0.0064 | 0.7403 | 0.8604 |
114
+ | No log | 3.3158 | 126 | 0.7110 | 0.1081 | 0.7110 | 0.8432 |
115
+ | No log | 3.3684 | 128 | 0.7341 | 0.0649 | 0.7341 | 0.8568 |
116
+ | No log | 3.4211 | 130 | 0.8009 | -0.0385 | 0.8009 | 0.8949 |
117
+ | No log | 3.4737 | 132 | 0.8144 | 0.0181 | 0.8144 | 0.9024 |
118
+ | No log | 3.5263 | 134 | 0.7998 | 0.1079 | 0.7998 | 0.8943 |
119
+ | No log | 3.5789 | 136 | 0.7785 | 0.0940 | 0.7785 | 0.8823 |
120
+ | No log | 3.6316 | 138 | 0.7978 | 0.1079 | 0.7978 | 0.8932 |
121
+ | No log | 3.6842 | 140 | 0.9075 | 0.1948 | 0.9075 | 0.9526 |
122
+ | No log | 3.7368 | 142 | 0.8916 | 0.1948 | 0.8916 | 0.9443 |
123
+ | No log | 3.7895 | 144 | 0.8111 | 0.0622 | 0.8111 | 0.9006 |
124
+ | No log | 3.8421 | 146 | 0.7638 | 0.0141 | 0.7638 | 0.8739 |
125
+ | No log | 3.8947 | 148 | 0.7985 | 0.0663 | 0.7985 | 0.8936 |
126
+ | No log | 3.9474 | 150 | 0.7856 | 0.0610 | 0.7856 | 0.8863 |
127
+ | No log | 4.0 | 152 | 0.8087 | 0.0724 | 0.8087 | 0.8993 |
128
+ | No log | 4.0526 | 154 | 0.7959 | 0.0724 | 0.7959 | 0.8921 |
129
+ | No log | 4.1053 | 156 | 0.7383 | 0.1443 | 0.7383 | 0.8592 |
130
+ | No log | 4.1579 | 158 | 0.7477 | 0.1333 | 0.7477 | 0.8647 |
131
+ | No log | 4.2105 | 160 | 0.8288 | 0.1120 | 0.8288 | 0.9104 |
132
+ | No log | 4.2632 | 162 | 0.9155 | 0.0502 | 0.9155 | 0.9568 |
133
+ | No log | 4.3158 | 164 | 0.8460 | 0.1171 | 0.8460 | 0.9198 |
134
+ | No log | 4.3684 | 166 | 0.7244 | -0.1067 | 0.7244 | 0.8511 |
135
+ | No log | 4.4211 | 168 | 0.6455 | 0.0964 | 0.6455 | 0.8034 |
136
+ | No log | 4.4737 | 170 | 0.7286 | 0.0714 | 0.7286 | 0.8536 |
137
+ | No log | 4.5263 | 172 | 0.7214 | 0.0714 | 0.7214 | 0.8493 |
138
+ | No log | 4.5789 | 174 | 0.6508 | 0.1444 | 0.6508 | 0.8067 |
139
+ | No log | 4.6316 | 176 | 0.6818 | -0.0571 | 0.6818 | 0.8257 |
140
+ | No log | 4.6842 | 178 | 0.7438 | -0.1001 | 0.7438 | 0.8624 |
141
+ | No log | 4.7368 | 180 | 0.7728 | -0.0345 | 0.7728 | 0.8791 |
142
+ | No log | 4.7895 | 182 | 0.7490 | 0.0089 | 0.7490 | 0.8655 |
143
+ | No log | 4.8421 | 184 | 0.7402 | 0.0879 | 0.7402 | 0.8603 |
144
+ | No log | 4.8947 | 186 | 0.7530 | 0.0488 | 0.7530 | 0.8677 |
145
+ | No log | 4.9474 | 188 | 0.8589 | 0.1079 | 0.8589 | 0.9268 |
146
+ | No log | 5.0 | 190 | 0.9308 | 0.1525 | 0.9308 | 0.9648 |
147
+ | No log | 5.0526 | 192 | 0.9283 | 0.1159 | 0.9283 | 0.9635 |
148
+ | No log | 5.1053 | 194 | 0.8606 | 0.1494 | 0.8606 | 0.9277 |
149
+ | No log | 5.1579 | 196 | 0.7835 | 0.0598 | 0.7835 | 0.8852 |
150
+ | No log | 5.2105 | 198 | 0.7666 | 0.0981 | 0.7666 | 0.8756 |
151
+ | No log | 5.2632 | 200 | 0.7459 | 0.0488 | 0.7459 | 0.8637 |
152
+ | No log | 5.3158 | 202 | 0.7485 | 0.0585 | 0.7485 | 0.8652 |
153
+ | No log | 5.3684 | 204 | 0.7513 | 0.0585 | 0.7513 | 0.8668 |
154
+ | No log | 5.4211 | 206 | 0.7615 | 0.0122 | 0.7615 | 0.8726 |
155
+ | No log | 5.4737 | 208 | 0.7583 | 0.0122 | 0.7583 | 0.8708 |
156
+ | No log | 5.5263 | 210 | 0.7209 | 0.0524 | 0.7209 | 0.8490 |
157
+ | No log | 5.5789 | 212 | 0.7318 | 0.0922 | 0.7318 | 0.8554 |
158
+ | No log | 5.6316 | 214 | 0.7750 | 0.1080 | 0.7750 | 0.8804 |
159
+ | No log | 5.6842 | 216 | 0.9137 | 0.0800 | 0.9137 | 0.9559 |
160
+ | No log | 5.7368 | 218 | 0.9844 | 0.0947 | 0.9844 | 0.9922 |
161
+ | No log | 5.7895 | 220 | 0.9661 | 0.1228 | 0.9661 | 0.9829 |
162
+ | No log | 5.8421 | 222 | 0.8493 | 0.1612 | 0.8493 | 0.9216 |
163
+ | No log | 5.8947 | 224 | 0.7380 | 0.1372 | 0.7380 | 0.8591 |
164
+ | No log | 5.9474 | 226 | 0.7112 | 0.0926 | 0.7112 | 0.8433 |
165
+ | No log | 6.0 | 228 | 0.7200 | 0.0 | 0.7200 | 0.8485 |
166
+ | No log | 6.0526 | 230 | 0.7784 | -0.0138 | 0.7784 | 0.8822 |
167
+ | No log | 6.1053 | 232 | 0.7647 | 0.0282 | 0.7647 | 0.8745 |
168
+ | No log | 6.1579 | 234 | 0.7267 | -0.0612 | 0.7267 | 0.8525 |
169
+ | No log | 6.2105 | 236 | 0.7088 | -0.1018 | 0.7088 | 0.8419 |
170
+ | No log | 6.2632 | 238 | 0.7269 | 0.0089 | 0.7269 | 0.8526 |
171
+ | No log | 6.3158 | 240 | 0.7982 | 0.2295 | 0.7982 | 0.8934 |
172
+ | No log | 6.3684 | 242 | 0.8611 | 0.2505 | 0.8611 | 0.9279 |
173
+ | No log | 6.4211 | 244 | 0.8218 | 0.1466 | 0.8218 | 0.9065 |
174
+ | No log | 6.4737 | 246 | 0.8000 | 0.2362 | 0.8000 | 0.8944 |
175
+ | No log | 6.5263 | 248 | 0.7699 | 0.1514 | 0.7699 | 0.8775 |
176
+ | No log | 6.5789 | 250 | 0.7544 | 0.1080 | 0.7544 | 0.8686 |
177
+ | No log | 6.6316 | 252 | 0.7455 | 0.0089 | 0.7455 | 0.8634 |
178
+ | No log | 6.6842 | 254 | 0.7504 | 0.0089 | 0.7504 | 0.8663 |
179
+ | No log | 6.7368 | 256 | 0.7479 | 0.0571 | 0.7479 | 0.8648 |
180
+ | No log | 6.7895 | 258 | 0.7846 | 0.1130 | 0.7846 | 0.8858 |
181
+ | No log | 6.8421 | 260 | 0.7798 | 0.0094 | 0.7798 | 0.8831 |
182
+ | No log | 6.8947 | 262 | 0.7409 | -0.0520 | 0.7409 | 0.8608 |
183
+ | No log | 6.9474 | 264 | 0.7205 | 0.0 | 0.7205 | 0.8488 |
184
+ | No log | 7.0 | 266 | 0.7391 | 0.0 | 0.7391 | 0.8597 |
185
+ | No log | 7.0526 | 268 | 0.7440 | 0.0 | 0.7440 | 0.8625 |
186
+ | No log | 7.1053 | 270 | 0.7454 | 0.1143 | 0.7454 | 0.8634 |
187
+ | No log | 7.1579 | 272 | 0.7746 | 0.1192 | 0.7746 | 0.8801 |
188
+ | No log | 7.2105 | 274 | 0.8069 | 0.1167 | 0.8069 | 0.8983 |
189
+ | No log | 7.2632 | 276 | 0.8350 | 0.0789 | 0.8350 | 0.9138 |
190
+ | No log | 7.3158 | 278 | 0.8499 | 0.1507 | 0.8499 | 0.9219 |
191
+ | No log | 7.3684 | 280 | 0.8370 | 0.1163 | 0.8370 | 0.9149 |
192
+ | No log | 7.4211 | 282 | 0.7949 | 0.1127 | 0.7949 | 0.8915 |
193
+ | No log | 7.4737 | 284 | 0.8151 | 0.0733 | 0.8151 | 0.9029 |
194
+ | No log | 7.5263 | 286 | 0.8154 | 0.0715 | 0.8154 | 0.9030 |
195
+ | No log | 7.5789 | 288 | 0.7820 | 0.0148 | 0.7820 | 0.8843 |
196
+ | No log | 7.6316 | 290 | 0.8117 | -0.0648 | 0.8117 | 0.9010 |
197
+ | No log | 7.6842 | 292 | 0.7988 | -0.1678 | 0.7988 | 0.8937 |
198
+ | No log | 7.7368 | 294 | 0.8211 | -0.1538 | 0.8211 | 0.9062 |
199
+ | No log | 7.7895 | 296 | 0.8773 | 0.1154 | 0.8773 | 0.9367 |
200
+ | No log | 7.8421 | 298 | 0.9766 | 0.0558 | 0.9766 | 0.9882 |
201
+ | No log | 7.8947 | 300 | 0.9656 | 0.0845 | 0.9656 | 0.9826 |
202
+ | No log | 7.9474 | 302 | 0.8656 | 0.1355 | 0.8656 | 0.9304 |
203
+ | No log | 8.0 | 304 | 0.8400 | 0.0570 | 0.8400 | 0.9165 |
204
+ | No log | 8.0526 | 306 | 0.8517 | 0.1405 | 0.8517 | 0.9229 |
205
+ | No log | 8.1053 | 308 | 0.9356 | 0.0815 | 0.9356 | 0.9673 |
206
+ | No log | 8.1579 | 310 | 0.9225 | 0.1150 | 0.9225 | 0.9605 |
207
+ | No log | 8.2105 | 312 | 0.8308 | 0.0297 | 0.8308 | 0.9115 |
208
+ | No log | 8.2632 | 314 | 0.7404 | -0.0451 | 0.7404 | 0.8604 |
209
+ | No log | 8.3158 | 316 | 0.6967 | 0.1021 | 0.6967 | 0.8347 |
210
+ | No log | 8.3684 | 318 | 0.6938 | 0.0909 | 0.6938 | 0.8329 |
211
+ | No log | 8.4211 | 320 | 0.6912 | 0.0964 | 0.6912 | 0.8314 |
212
+ | No log | 8.4737 | 322 | 0.7070 | -0.0069 | 0.7070 | 0.8408 |
213
+ | No log | 8.5263 | 324 | 0.7339 | -0.0096 | 0.7339 | 0.8567 |
214
+ | No log | 8.5789 | 326 | 0.7371 | -0.0366 | 0.7371 | 0.8586 |
215
+ | No log | 8.6316 | 328 | 0.7611 | 0.1033 | 0.7611 | 0.8724 |
216
+ | No log | 8.6842 | 330 | 0.7845 | 0.1034 | 0.7845 | 0.8857 |
217
+ | No log | 8.7368 | 332 | 0.7773 | 0.0987 | 0.7773 | 0.8816 |
218
+ | No log | 8.7895 | 334 | 0.8110 | 0.2158 | 0.8110 | 0.9006 |
219
+ | No log | 8.8421 | 336 | 0.8348 | 0.1545 | 0.8348 | 0.9137 |
220
+ | No log | 8.8947 | 338 | 0.7933 | 0.1460 | 0.7933 | 0.8907 |
221
+ | No log | 8.9474 | 340 | 0.7513 | 0.0863 | 0.7513 | 0.8668 |
222
+ | No log | 9.0 | 342 | 0.7454 | 0.0857 | 0.7454 | 0.8634 |
223
+ | No log | 9.0526 | 344 | 0.7199 | 0.0909 | 0.7199 | 0.8485 |
224
+ | No log | 9.1053 | 346 | 0.7271 | 0.0524 | 0.7271 | 0.8527 |
225
+ | No log | 9.1579 | 348 | 0.7796 | -0.0826 | 0.7796 | 0.8829 |
226
+ | No log | 9.2105 | 350 | 0.9089 | 0.0800 | 0.9089 | 0.9534 |
227
+ | No log | 9.2632 | 352 | 1.0582 | -0.0006 | 1.0582 | 1.0287 |
228
+ | No log | 9.3158 | 354 | 1.0215 | 0.1326 | 1.0215 | 1.0107 |
229
+ | No log | 9.3684 | 356 | 0.8694 | 0.2094 | 0.8694 | 0.9324 |
230
+ | No log | 9.4211 | 358 | 0.8108 | 0.1032 | 0.8108 | 0.9004 |
231
+ | No log | 9.4737 | 360 | 0.7932 | 0.0571 | 0.7932 | 0.8906 |
232
+ | No log | 9.5263 | 362 | 0.7664 | 0.0031 | 0.7664 | 0.8755 |
233
+ | No log | 9.5789 | 364 | 0.7529 | -0.0541 | 0.7529 | 0.8677 |
234
+ | No log | 9.6316 | 366 | 0.7346 | -0.0033 | 0.7346 | 0.8571 |
235
+ | No log | 9.6842 | 368 | 0.7193 | 0.0964 | 0.7193 | 0.8481 |
236
+ | No log | 9.7368 | 370 | 0.7074 | 0.0909 | 0.7074 | 0.8411 |
237
+ | No log | 9.7895 | 372 | 0.6953 | 0.0964 | 0.6953 | 0.8338 |
238
+ | No log | 9.8421 | 374 | 0.6927 | 0.0506 | 0.6927 | 0.8323 |
239
+ | No log | 9.8947 | 376 | 0.7341 | -0.0551 | 0.7341 | 0.8568 |
240
+ | No log | 9.9474 | 378 | 0.7910 | -0.0329 | 0.7910 | 0.8894 |
241
+ | No log | 10.0 | 380 | 0.8033 | -0.0300 | 0.8033 | 0.8962 |
242
+ | No log | 10.0526 | 382 | 0.8426 | 0.0045 | 0.8426 | 0.9180 |
243
+ | No log | 10.1053 | 384 | 0.8735 | 0.0476 | 0.8735 | 0.9346 |
244
+ | No log | 10.1579 | 386 | 0.9480 | 0.0367 | 0.9480 | 0.9736 |
245
+ | No log | 10.2105 | 388 | 1.1525 | 0.0361 | 1.1525 | 1.0735 |
246
+ | No log | 10.2632 | 390 | 1.2017 | -0.0191 | 1.2017 | 1.0962 |
247
+ | No log | 10.3158 | 392 | 1.0906 | 0.0028 | 1.0906 | 1.0443 |
248
+ | No log | 10.3684 | 394 | 0.9130 | 0.0416 | 0.9130 | 0.9555 |
249
+ | No log | 10.4211 | 396 | 0.7777 | 0.0395 | 0.7777 | 0.8819 |
250
+ | No log | 10.4737 | 398 | 0.7628 | 0.0260 | 0.7628 | 0.8734 |
251
+ | No log | 10.5263 | 400 | 0.7680 | 0.0670 | 0.7680 | 0.8764 |
252
+ | No log | 10.5789 | 402 | 0.7102 | -0.0188 | 0.7102 | 0.8428 |
253
+ | No log | 10.6316 | 404 | 0.6939 | 0.0964 | 0.6939 | 0.8330 |
254
+ | No log | 10.6842 | 406 | 0.7379 | 0.0506 | 0.7379 | 0.8590 |
255
+ | No log | 10.7368 | 408 | 0.8239 | 0.0644 | 0.8239 | 0.9077 |
256
+ | No log | 10.7895 | 410 | 0.8447 | 0.0699 | 0.8447 | 0.9191 |
257
+ | No log | 10.8421 | 412 | 0.8390 | 0.1405 | 0.8390 | 0.9160 |
258
+ | No log | 10.8947 | 414 | 0.8461 | 0.1730 | 0.8461 | 0.9198 |
259
+ | No log | 10.9474 | 416 | 0.8243 | 0.1868 | 0.8243 | 0.9079 |
260
+ | No log | 11.0 | 418 | 0.7700 | 0.0064 | 0.7700 | 0.8775 |
261
+ | No log | 11.0526 | 420 | 0.7136 | 0.1021 | 0.7136 | 0.8448 |
262
+ | No log | 11.1053 | 422 | 0.7170 | 0.1021 | 0.7170 | 0.8468 |
263
+ | No log | 11.1579 | 424 | 0.7232 | 0.1021 | 0.7232 | 0.8504 |
264
+ | No log | 11.2105 | 426 | 0.7565 | 0.0436 | 0.7565 | 0.8698 |
265
+ | No log | 11.2632 | 428 | 0.7921 | -0.0984 | 0.7921 | 0.8900 |
266
+ | No log | 11.3158 | 430 | 0.8605 | 0.1398 | 0.8605 | 0.9276 |
267
+ | No log | 11.3684 | 432 | 0.9530 | 0.1343 | 0.9530 | 0.9762 |
268
+ | No log | 11.4211 | 434 | 1.0182 | 0.1330 | 1.0182 | 1.0091 |
269
+ | No log | 11.4737 | 436 | 1.0054 | 0.1045 | 1.0054 | 1.0027 |
270
+ | No log | 11.5263 | 438 | 0.8873 | 0.0643 | 0.8873 | 0.9420 |
271
+ | No log | 11.5789 | 440 | 0.8188 | -0.0300 | 0.8188 | 0.9049 |
272
+ | No log | 11.6316 | 442 | 0.7903 | -0.0967 | 0.7903 | 0.8890 |
273
+ | No log | 11.6842 | 444 | 0.7574 | -0.0033 | 0.7574 | 0.8703 |
274
+ | No log | 11.7368 | 446 | 0.7490 | -0.0033 | 0.7490 | 0.8654 |
275
+ | No log | 11.7895 | 448 | 0.7591 | 0.0436 | 0.7591 | 0.8712 |
276
+ | No log | 11.8421 | 450 | 0.7649 | 0.0914 | 0.7649 | 0.8746 |
277
+ | No log | 11.8947 | 452 | 0.7646 | -0.0493 | 0.7646 | 0.8744 |
278
+ | No log | 11.9474 | 454 | 0.7847 | -0.0307 | 0.7847 | 0.8858 |
279
+ | No log | 12.0 | 456 | 0.7985 | 0.0673 | 0.7985 | 0.8936 |
280
+ | No log | 12.0526 | 458 | 0.7950 | 0.0633 | 0.7950 | 0.8916 |
281
+ | No log | 12.1053 | 460 | 0.7966 | 0.0628 | 0.7966 | 0.8925 |
282
+ | No log | 12.1579 | 462 | 0.7818 | 0.1032 | 0.7818 | 0.8842 |
283
+ | No log | 12.2105 | 464 | 0.7524 | 0.0914 | 0.7524 | 0.8674 |
284
+ | No log | 12.2632 | 466 | 0.7604 | -0.0264 | 0.7604 | 0.8720 |
285
+ | No log | 12.3158 | 468 | 0.7555 | -0.0264 | 0.7555 | 0.8692 |
286
+ | No log | 12.3684 | 470 | 0.7436 | 0.0807 | 0.7436 | 0.8623 |
287
+ | No log | 12.4211 | 472 | 0.7347 | 0.0479 | 0.7347 | 0.8572 |
288
+ | No log | 12.4737 | 474 | 0.7309 | 0.0479 | 0.7309 | 0.8549 |
289
+ | No log | 12.5263 | 476 | 0.7493 | 0.0914 | 0.7493 | 0.8656 |
290
+ | No log | 12.5789 | 478 | 0.7608 | 0.0375 | 0.7608 | 0.8722 |
291
+ | No log | 12.6316 | 480 | 0.7658 | 0.0488 | 0.7658 | 0.8751 |
292
+ | No log | 12.6842 | 482 | 0.7711 | 0.0165 | 0.7711 | 0.8781 |
293
+ | No log | 12.7368 | 484 | 0.7645 | -0.0385 | 0.7645 | 0.8744 |
294
+ | No log | 12.7895 | 486 | 0.7486 | 0.0541 | 0.7486 | 0.8652 |
295
+ | No log | 12.8421 | 488 | 0.7183 | 0.1021 | 0.7183 | 0.8475 |
296
+ | No log | 12.8947 | 490 | 0.7177 | 0.0555 | 0.7177 | 0.8471 |
297
+ | No log | 12.9474 | 492 | 0.7315 | 0.0 | 0.7315 | 0.8553 |
298
+ | No log | 13.0 | 494 | 0.7372 | 0.0 | 0.7372 | 0.8586 |
299
+ | No log | 13.0526 | 496 | 0.7546 | -0.0560 | 0.7546 | 0.8687 |
300
+ | No log | 13.1053 | 498 | 0.7867 | -0.0967 | 0.7867 | 0.8870 |
301
+ | 0.2907 | 13.1579 | 500 | 0.8433 | -0.1470 | 0.8433 | 0.9183 |
302
+ | 0.2907 | 13.2105 | 502 | 0.8660 | 0.0319 | 0.8660 | 0.9306 |
303
+ | 0.2907 | 13.2632 | 504 | 0.8270 | -0.1051 | 0.8270 | 0.9094 |
304
+ | 0.2907 | 13.3158 | 506 | 0.7786 | 0.0828 | 0.7786 | 0.8824 |
305
+ | 0.2907 | 13.3684 | 508 | 0.7772 | 0.0874 | 0.7772 | 0.8816 |
306
+ | 0.2907 | 13.4211 | 510 | 0.8110 | 0.0610 | 0.8110 | 0.9006 |
307
+ | 0.2907 | 13.4737 | 512 | 0.8522 | -0.0063 | 0.8522 | 0.9231 |
308
+ | 0.2907 | 13.5263 | 514 | 0.8367 | -0.0116 | 0.8367 | 0.9147 |
309
+ | 0.2907 | 13.5789 | 516 | 0.7783 | 0.0615 | 0.7783 | 0.8822 |
310
+ | 0.2907 | 13.6316 | 518 | 0.7602 | 0.0099 | 0.7602 | 0.8719 |
311
+ | 0.2907 | 13.6842 | 520 | 0.7937 | 0.0148 | 0.7937 | 0.8909 |
312
+ | 0.2907 | 13.7368 | 522 | 0.8043 | 0.0218 | 0.8043 | 0.8968 |
313
+ | 0.2907 | 13.7895 | 524 | 0.7889 | 0.1080 | 0.7889 | 0.8882 |
314
+ | 0.2907 | 13.8421 | 526 | 0.8224 | 0.0428 | 0.8224 | 0.9069 |
315
+ | 0.2907 | 13.8947 | 528 | 0.8464 | -0.0915 | 0.8464 | 0.9200 |
316
+ | 0.2907 | 13.9474 | 530 | 0.8198 | -0.0113 | 0.8198 | 0.9055 |
317
+ | 0.2907 | 14.0 | 532 | 0.8057 | 0.0 | 0.8057 | 0.8976 |
318
+ | 0.2907 | 14.0526 | 534 | 0.8236 | -0.0661 | 0.8236 | 0.9075 |
319
+ | 0.2907 | 14.1053 | 536 | 0.8315 | -0.1411 | 0.8315 | 0.9119 |
320
+ | 0.2907 | 14.1579 | 538 | 0.7985 | 0.0465 | 0.7985 | 0.8936 |
321
+ | 0.2907 | 14.2105 | 540 | 0.7947 | 0.0465 | 0.7947 | 0.8915 |
322
+ | 0.2907 | 14.2632 | 542 | 0.7756 | -0.0029 | 0.7756 | 0.8807 |
323
+ | 0.2907 | 14.3158 | 544 | 0.7693 | -0.0469 | 0.7693 | 0.8771 |
324
+ | 0.2907 | 14.3684 | 546 | 0.8032 | 0.0196 | 0.8032 | 0.8962 |
325
+ | 0.2907 | 14.4211 | 548 | 0.8966 | -0.0887 | 0.8966 | 0.9469 |
326
+ | 0.2907 | 14.4737 | 550 | 0.9079 | -0.0346 | 0.9079 | 0.9528 |
327
+ | 0.2907 | 14.5263 | 552 | 0.8876 | 0.0405 | 0.8876 | 0.9421 |
328
+ | 0.2907 | 14.5789 | 554 | 0.8711 | 0.0689 | 0.8711 | 0.9333 |
329
+ | 0.2907 | 14.6316 | 556 | 0.8885 | 0.1368 | 0.8885 | 0.9426 |
330
+ | 0.2907 | 14.6842 | 558 | 0.9011 | 0.1368 | 0.9011 | 0.9493 |
331
+ | 0.2907 | 14.7368 | 560 | 0.8866 | 0.1683 | 0.8866 | 0.9416 |
332
+ | 0.2907 | 14.7895 | 562 | 0.8758 | 0.0728 | 0.8758 | 0.9359 |
333
+ | 0.2907 | 14.8421 | 564 | 0.8828 | 0.0734 | 0.8828 | 0.9396 |
334
+ | 0.2907 | 14.8947 | 566 | 0.8552 | 0.0337 | 0.8552 | 0.9248 |
335
+ | 0.2907 | 14.9474 | 568 | 0.8523 | -0.0082 | 0.8523 | 0.9232 |
336
+ | 0.2907 | 15.0 | 570 | 0.8002 | 0.0893 | 0.8002 | 0.8945 |
337
+ | 0.2907 | 15.0526 | 572 | 0.7984 | 0.0106 | 0.7984 | 0.8935 |
338
+ | 0.2907 | 15.1053 | 574 | 0.8396 | -0.0852 | 0.8396 | 0.9163 |
339
+ | 0.2907 | 15.1579 | 576 | 0.8359 | -0.0528 | 0.8359 | 0.9143 |
340
+ | 0.2907 | 15.2105 | 578 | 0.8083 | -0.0307 | 0.8083 | 0.8990 |
341
+ | 0.2907 | 15.2632 | 580 | 0.7923 | -0.1398 | 0.7923 | 0.8901 |
342
+ | 0.2907 | 15.3158 | 582 | 0.7569 | 0.0436 | 0.7569 | 0.8700 |
343
+ | 0.2907 | 15.3684 | 584 | 0.7589 | 0.0395 | 0.7589 | 0.8711 |
344
+ | 0.2907 | 15.4211 | 586 | 0.8058 | 0.0081 | 0.8058 | 0.8977 |
345
+ | 0.2907 | 15.4737 | 588 | 0.8167 | 0.0187 | 0.8167 | 0.9037 |
346
+ | 0.2907 | 15.5263 | 590 | 0.7983 | -0.0493 | 0.7983 | 0.8935 |
347
+ | 0.2907 | 15.5789 | 592 | 0.7622 | -0.0065 | 0.7622 | 0.8730 |
348
+ | 0.2907 | 15.6316 | 594 | 0.7580 | -0.0033 | 0.7580 | 0.8707 |
349
+ | 0.2907 | 15.6842 | 596 | 0.8139 | -0.1823 | 0.8139 | 0.9022 |
350
+ | 0.2907 | 15.7368 | 598 | 0.8785 | 0.0760 | 0.8785 | 0.9373 |
351
+ | 0.2907 | 15.7895 | 600 | 0.9101 | 0.1113 | 0.9101 | 0.9540 |
352
+ | 0.2907 | 15.8421 | 602 | 0.8605 | 0.0315 | 0.8605 | 0.9276 |
353
+ | 0.2907 | 15.8947 | 604 | 0.7949 | -0.1893 | 0.7949 | 0.8916 |
354
+ | 0.2907 | 15.9474 | 606 | 0.7769 | -0.0091 | 0.7769 | 0.8814 |
355
+ | 0.2907 | 16.0 | 608 | 0.7485 | 0.1318 | 0.7485 | 0.8652 |
356
+ | 0.2907 | 16.0526 | 610 | 0.7410 | 0.0260 | 0.7410 | 0.8608 |
357
+ | 0.2907 | 16.1053 | 612 | 0.7357 | 0.1318 | 0.7357 | 0.8577 |
358
+ | 0.2907 | 16.1579 | 614 | 0.7487 | 0.0909 | 0.7487 | 0.8653 |
359
+ | 0.2907 | 16.2105 | 616 | 0.8143 | -0.0892 | 0.8143 | 0.9024 |
360
+ | 0.2907 | 16.2632 | 618 | 0.8970 | 0.0377 | 0.8970 | 0.9471 |
361
+ | 0.2907 | 16.3158 | 620 | 0.9197 | 0.0458 | 0.9197 | 0.9590 |
362
+ | 0.2907 | 16.3684 | 622 | 0.8964 | 0.0783 | 0.8964 | 0.9468 |
363
+ | 0.2907 | 16.4211 | 624 | 0.8795 | 0.1077 | 0.8795 | 0.9378 |
364
+ | 0.2907 | 16.4737 | 626 | 0.8833 | 0.1077 | 0.8833 | 0.9399 |
365
+ | 0.2907 | 16.5263 | 628 | 0.8944 | 0.1396 | 0.8944 | 0.9457 |
366
+ | 0.2907 | 16.5789 | 630 | 0.8855 | 0.1396 | 0.8855 | 0.9410 |
367
+ | 0.2907 | 16.6316 | 632 | 0.8566 | 0.0331 | 0.8566 | 0.9255 |
368
+ | 0.2907 | 16.6842 | 634 | 0.8385 | -0.0307 | 0.8385 | 0.9157 |
369
+ | 0.2907 | 16.7368 | 636 | 0.8523 | 0.0271 | 0.8523 | 0.9232 |
370
+ | 0.2907 | 16.7895 | 638 | 0.8259 | -0.0307 | 0.8259 | 0.9088 |
371
+ | 0.2907 | 16.8421 | 640 | 0.8592 | 0.0297 | 0.8592 | 0.9269 |
372
+ | 0.2907 | 16.8947 | 642 | 0.9063 | 0.0443 | 0.9063 | 0.9520 |
373
+ | 0.2907 | 16.9474 | 644 | 0.9830 | 0.0799 | 0.9830 | 0.9914 |
374
+ | 0.2907 | 17.0 | 646 | 0.9516 | 0.0789 | 0.9516 | 0.9755 |
375
+ | 0.2907 | 17.0526 | 648 | 0.8441 | -0.0015 | 0.8441 | 0.9187 |
376
+ | 0.2907 | 17.1053 | 650 | 0.7986 | 0.0196 | 0.7986 | 0.8937 |
377
+ | 0.2907 | 17.1579 | 652 | 0.7817 | 0.0598 | 0.7817 | 0.8841 |
378
+ | 0.2907 | 17.2105 | 654 | 0.8018 | -0.0307 | 0.8018 | 0.8955 |
379
+ | 0.2907 | 17.2632 | 656 | 0.8051 | 0.0110 | 0.8051 | 0.8973 |
380
+ | 0.2907 | 17.3158 | 658 | 0.8605 | 0.0007 | 0.8605 | 0.9276 |
381
+ | 0.2907 | 17.3684 | 660 | 0.9253 | 0.0767 | 0.9253 | 0.9619 |
382
+ | 0.2907 | 17.4211 | 662 | 0.9510 | 0.0492 | 0.9510 | 0.9752 |
383
+ | 0.2907 | 17.4737 | 664 | 0.9467 | -0.0521 | 0.9467 | 0.9730 |
384
+ | 0.2907 | 17.5263 | 666 | 0.9699 | 0.0816 | 0.9699 | 0.9849 |
385
+ | 0.2907 | 17.5789 | 668 | 0.9071 | 0.1343 | 0.9071 | 0.9524 |
386
+ | 0.2907 | 17.6316 | 670 | 0.8236 | 0.0879 | 0.8236 | 0.9075 |
387
+ | 0.2907 | 17.6842 | 672 | 0.7935 | 0.0834 | 0.7935 | 0.8908 |
388
+ | 0.2907 | 17.7368 | 674 | 0.7755 | -0.0228 | 0.7755 | 0.8806 |
389
+ | 0.2907 | 17.7895 | 676 | 0.7775 | 0.0814 | 0.7775 | 0.8817 |
390
+ | 0.2907 | 17.8421 | 678 | 0.8059 | -0.0859 | 0.8059 | 0.8977 |
391
+ | 0.2907 | 17.8947 | 680 | 0.8927 | 0.0377 | 0.8927 | 0.9448 |
392
+ | 0.2907 | 17.9474 | 682 | 0.9209 | 0.1442 | 0.9209 | 0.9596 |
393
+ | 0.2907 | 18.0 | 684 | 0.8737 | -0.0941 | 0.8737 | 0.9347 |
394
+ | 0.2907 | 18.0526 | 686 | 0.8147 | -0.0385 | 0.8147 | 0.9026 |
395
+ | 0.2907 | 18.1053 | 688 | 0.7902 | -0.0473 | 0.7902 | 0.8889 |
396
+ | 0.2907 | 18.1579 | 690 | 0.7610 | 0.0555 | 0.7610 | 0.8724 |
397
+ | 0.2907 | 18.2105 | 692 | 0.7783 | 0.0122 | 0.7783 | 0.8822 |
398
+ | 0.2907 | 18.2632 | 694 | 0.8195 | 0.0123 | 0.8195 | 0.9053 |
399
+ | 0.2907 | 18.3158 | 696 | 0.8727 | 0.0185 | 0.8727 | 0.9342 |
400
+ | 0.2907 | 18.3684 | 698 | 0.9322 | 0.0966 | 0.9322 | 0.9655 |
401
+ | 0.2907 | 18.4211 | 700 | 0.9547 | 0.0977 | 0.9547 | 0.9771 |
402
+ | 0.2907 | 18.4737 | 702 | 0.8858 | 0.0559 | 0.8858 | 0.9412 |
403
+ | 0.2907 | 18.5263 | 704 | 0.8458 | -0.0357 | 0.8458 | 0.9197 |
404
+ | 0.2907 | 18.5789 | 706 | 0.8061 | -0.0054 | 0.8061 | 0.8978 |
405
+ | 0.2907 | 18.6316 | 708 | 0.7903 | 0.0503 | 0.7903 | 0.8890 |
406
+ | 0.2907 | 18.6842 | 710 | 0.8441 | -0.0089 | 0.8441 | 0.9188 |
407
+ | 0.2907 | 18.7368 | 712 | 0.9173 | 0.0420 | 0.9173 | 0.9578 |
408
+ | 0.2907 | 18.7895 | 714 | 0.9227 | 0.0420 | 0.9227 | 0.9606 |
409
+ | 0.2907 | 18.8421 | 716 | 0.8521 | -0.0040 | 0.8521 | 0.9231 |
410
+ | 0.2907 | 18.8947 | 718 | 0.7640 | 0.0064 | 0.7640 | 0.8741 |
411
+ | 0.2907 | 18.9474 | 720 | 0.7475 | 0.0471 | 0.7475 | 0.8646 |
412
+ | 0.2907 | 19.0 | 722 | 0.7539 | 0.0414 | 0.7539 | 0.8682 |
413
+ | 0.2907 | 19.0526 | 724 | 0.7747 | 0.0471 | 0.7747 | 0.8802 |
414
+ | 0.2907 | 19.1053 | 726 | 0.7809 | 0.0061 | 0.7809 | 0.8837 |
415
+ | 0.2907 | 19.1579 | 728 | 0.8213 | 0.0260 | 0.8213 | 0.9063 |
416
+ | 0.2907 | 19.2105 | 730 | 0.8365 | 0.0345 | 0.8365 | 0.9146 |
417
+ | 0.2907 | 19.2632 | 732 | 0.8477 | 0.0377 | 0.8477 | 0.9207 |
418
+ | 0.2907 | 19.3158 | 734 | 0.8376 | 0.0756 | 0.8376 | 0.9152 |
419
+ | 0.2907 | 19.3684 | 736 | 0.7905 | -0.0345 | 0.7905 | 0.8891 |
420
+ | 0.2907 | 19.4211 | 738 | 0.7603 | -0.0428 | 0.7603 | 0.8720 |
421
+ | 0.2907 | 19.4737 | 740 | 0.7435 | 0.0061 | 0.7435 | 0.8623 |
422
+ | 0.2907 | 19.5263 | 742 | 0.7823 | 0.0141 | 0.7823 | 0.8845 |
423
+ | 0.2907 | 19.5789 | 744 | 0.8239 | 0.0268 | 0.8239 | 0.9077 |
424
+ | 0.2907 | 19.6316 | 746 | 0.8702 | 0.1414 | 0.8702 | 0.9329 |
425
+ | 0.2907 | 19.6842 | 748 | 0.8394 | -0.0039 | 0.8394 | 0.9162 |
426
+ | 0.2907 | 19.7368 | 750 | 0.7729 | 0.0141 | 0.7729 | 0.8791 |
427
+ | 0.2907 | 19.7895 | 752 | 0.7408 | 0.0094 | 0.7408 | 0.8607 |
428
+ | 0.2907 | 19.8421 | 754 | 0.7238 | 0.0064 | 0.7238 | 0.8508 |
429
+ | 0.2907 | 19.8947 | 756 | 0.7410 | 0.0094 | 0.7410 | 0.8608 |
430
+ | 0.2907 | 19.9474 | 758 | 0.7442 | 0.0571 | 0.7442 | 0.8627 |
431
+ | 0.2907 | 20.0 | 760 | 0.7577 | 0.1080 | 0.7577 | 0.8705 |
432
+ | 0.2907 | 20.0526 | 762 | 0.7941 | 0.0209 | 0.7941 | 0.8911 |
433
+ | 0.2907 | 20.1053 | 764 | 0.8291 | 0.0303 | 0.8291 | 0.9105 |
434
+ | 0.2907 | 20.1579 | 766 | 0.8330 | 0.0303 | 0.8330 | 0.9127 |
435
+ | 0.2907 | 20.2105 | 768 | 0.8228 | -0.0138 | 0.8228 | 0.9071 |
436
+ | 0.2907 | 20.2632 | 770 | 0.8340 | 0.0303 | 0.8340 | 0.9133 |
437
+ | 0.2907 | 20.3158 | 772 | 0.8716 | 0.1428 | 0.8716 | 0.9336 |
438
+ | 0.2907 | 20.3684 | 774 | 0.8968 | 0.1414 | 0.8968 | 0.9470 |
439
+ | 0.2907 | 20.4211 | 776 | 0.9095 | 0.1114 | 0.9095 | 0.9537 |
440
+ | 0.2907 | 20.4737 | 778 | 0.8533 | 0.0257 | 0.8533 | 0.9238 |
441
+ | 0.2907 | 20.5263 | 780 | 0.8298 | -0.0500 | 0.8298 | 0.9109 |
442
+ | 0.2907 | 20.5789 | 782 | 0.8278 | 0.0129 | 0.8278 | 0.9098 |
443
+ | 0.2907 | 20.6316 | 784 | 0.8045 | -0.0264 | 0.8045 | 0.8970 |
444
+ | 0.2907 | 20.6842 | 786 | 0.7543 | 0.1444 | 0.7543 | 0.8685 |
445
+ | 0.2907 | 20.7368 | 788 | 0.7495 | -0.0428 | 0.7495 | 0.8658 |
446
+ | 0.2907 | 20.7895 | 790 | 0.7748 | -0.0385 | 0.7748 | 0.8802 |
447
+ | 0.2907 | 20.8421 | 792 | 0.7807 | -0.0385 | 0.7807 | 0.8836 |
448
+ | 0.2907 | 20.8947 | 794 | 0.7768 | 0.0571 | 0.7768 | 0.8814 |
449
+ | 0.2907 | 20.9474 | 796 | 0.7789 | 0.0585 | 0.7789 | 0.8826 |
450
+ | 0.2907 | 21.0 | 798 | 0.7860 | 0.0585 | 0.7860 | 0.8866 |
451
+ | 0.2907 | 21.0526 | 800 | 0.7719 | 0.0571 | 0.7719 | 0.8786 |
452
+ | 0.2907 | 21.1053 | 802 | 0.7614 | 0.1026 | 0.7614 | 0.8726 |
453
+ | 0.2907 | 21.1579 | 804 | 0.7537 | 0.1026 | 0.7537 | 0.8681 |
454
+ | 0.2907 | 21.2105 | 806 | 0.7693 | 0.0571 | 0.7693 | 0.8771 |
455
+ | 0.2907 | 21.2632 | 808 | 0.8270 | -0.0173 | 0.8270 | 0.9094 |
456
+ | 0.2907 | 21.3158 | 810 | 0.8888 | -0.1194 | 0.8888 | 0.9428 |
457
+ | 0.2907 | 21.3684 | 812 | 0.8545 | -0.0150 | 0.8545 | 0.9244 |
458
+ | 0.2907 | 21.4211 | 814 | 0.7707 | -0.0385 | 0.7707 | 0.8779 |
459
+ | 0.2907 | 21.4737 | 816 | 0.7388 | 0.1512 | 0.7388 | 0.8595 |
460
+ | 0.2907 | 21.5263 | 818 | 0.7541 | 0.0225 | 0.7541 | 0.8684 |
461
+ | 0.2907 | 21.5789 | 820 | 0.7590 | 0.0225 | 0.7590 | 0.8712 |
462
+ | 0.2907 | 21.6316 | 822 | 0.7336 | 0.1379 | 0.7336 | 0.8565 |
463
+ | 0.2907 | 21.6842 | 824 | 0.7325 | 0.0555 | 0.7325 | 0.8559 |
464
+ | 0.2907 | 21.7368 | 826 | 0.7832 | -0.1010 | 0.7832 | 0.8850 |
465
+ | 0.2907 | 21.7895 | 828 | 0.8198 | -0.1917 | 0.8198 | 0.9054 |
466
+ | 0.2907 | 21.8421 | 830 | 0.7912 | -0.0428 | 0.7912 | 0.8895 |
467
+ | 0.2907 | 21.8947 | 832 | 0.7787 | -0.1398 | 0.7787 | 0.8824 |
468
+ | 0.2907 | 21.9474 | 834 | 0.8097 | 0.0710 | 0.8097 | 0.8998 |
469
+ | 0.2907 | 22.0 | 836 | 0.8975 | 0.1422 | 0.8975 | 0.9473 |
470
+ | 0.2907 | 22.0526 | 838 | 0.9731 | 0.1144 | 0.9731 | 0.9865 |
471
+ | 0.2907 | 22.1053 | 840 | 0.9725 | 0.0837 | 0.9725 | 0.9861 |
472
+ | 0.2907 | 22.1579 | 842 | 0.8999 | 0.0406 | 0.8999 | 0.9486 |
473
+ | 0.2907 | 22.2105 | 844 | 0.8321 | -0.0774 | 0.8321 | 0.9122 |
474
+ | 0.2907 | 22.2632 | 846 | 0.7747 | -0.0499 | 0.7747 | 0.8802 |
475
+ | 0.2907 | 22.3158 | 848 | 0.7633 | -0.0551 | 0.7633 | 0.8737 |
476
+ | 0.2907 | 22.3684 | 850 | 0.7501 | 0.0 | 0.7501 | 0.8661 |
477
+ | 0.2907 | 22.4211 | 852 | 0.7113 | 0.0555 | 0.7113 | 0.8434 |
478
+ | 0.2907 | 22.4737 | 854 | 0.6887 | 0.1021 | 0.6887 | 0.8299 |
479
+ | 0.2907 | 22.5263 | 856 | 0.6894 | 0.1379 | 0.6894 | 0.8303 |
480
+ | 0.2907 | 22.5789 | 858 | 0.6981 | 0.0909 | 0.6981 | 0.8355 |
481
+ | 0.2907 | 22.6316 | 860 | 0.7270 | 0.1082 | 0.7270 | 0.8526 |
482
+ | 0.2907 | 22.6842 | 862 | 0.7465 | 0.0587 | 0.7465 | 0.8640 |
483
+ | 0.2907 | 22.7368 | 864 | 0.7783 | -0.0473 | 0.7783 | 0.8822 |
484
+ | 0.2907 | 22.7895 | 866 | 0.7775 | -0.0473 | 0.7775 | 0.8818 |
485
+ | 0.2907 | 22.8421 | 868 | 0.7502 | -0.0541 | 0.7502 | 0.8661 |
486
+ | 0.2907 | 22.8947 | 870 | 0.7386 | -0.0033 | 0.7386 | 0.8594 |
487
+ | 0.2907 | 22.9474 | 872 | 0.7660 | -0.0892 | 0.7660 | 0.8752 |
488
+ | 0.2907 | 23.0 | 874 | 0.8390 | -0.1142 | 0.8390 | 0.9160 |
489
+ | 0.2907 | 23.0526 | 876 | 0.8495 | -0.0633 | 0.8495 | 0.9217 |
490
+ | 0.2907 | 23.1053 | 878 | 0.8338 | -0.1142 | 0.8338 | 0.9131 |
491
+ | 0.2907 | 23.1579 | 880 | 0.8182 | -0.0724 | 0.8182 | 0.9045 |
492
+ | 0.2907 | 23.2105 | 882 | 0.7603 | -0.1067 | 0.7603 | 0.8720 |
493
+ | 0.2907 | 23.2632 | 884 | 0.7094 | 0.0964 | 0.7094 | 0.8423 |
494
+ | 0.2907 | 23.3158 | 886 | 0.7090 | 0.1379 | 0.7090 | 0.8420 |
495
+ | 0.2907 | 23.3684 | 888 | 0.7072 | 0.1379 | 0.7072 | 0.8409 |
496
+ | 0.2907 | 23.4211 | 890 | 0.7151 | 0.1082 | 0.7151 | 0.8456 |
497
+ | 0.2907 | 23.4737 | 892 | 0.7924 | -0.0451 | 0.7924 | 0.8902 |
498
+ | 0.2907 | 23.5263 | 894 | 0.9035 | -0.0377 | 0.9035 | 0.9505 |
499
+ | 0.2907 | 23.5789 | 896 | 0.9600 | 0.1149 | 0.9600 | 0.9798 |
500
+ | 0.2907 | 23.6316 | 898 | 0.9432 | 0.0810 | 0.9432 | 0.9712 |
501
+ | 0.2907 | 23.6842 | 900 | 0.8749 | -0.1354 | 0.8749 | 0.9353 |
502
+ | 0.2907 | 23.7368 | 902 | 0.8082 | -0.0892 | 0.8082 | 0.8990 |
503
+ | 0.2907 | 23.7895 | 904 | 0.7885 | -0.0118 | 0.7885 | 0.8879 |
504
+ | 0.2907 | 23.8421 | 906 | 0.7970 | 0.0247 | 0.7970 | 0.8927 |
505
+ | 0.2907 | 23.8947 | 908 | 0.7875 | 0.1318 | 0.7875 | 0.8874 |
506
+ | 0.2907 | 23.9474 | 910 | 0.7665 | 0.0863 | 0.7665 | 0.8755 |
507
+ | 0.2907 | 24.0 | 912 | 0.7629 | 0.0 | 0.7629 | 0.8734 |
508
+ | 0.2907 | 24.0526 | 914 | 0.7607 | 0.0555 | 0.7607 | 0.8722 |
509
+ | 0.2907 | 24.1053 | 916 | 0.7527 | 0.0 | 0.7527 | 0.8676 |
510
+ | 0.2907 | 24.1579 | 918 | 0.7501 | 0.0 | 0.7501 | 0.8661 |
511
+ | 0.2907 | 24.2105 | 920 | 0.7711 | 0.0 | 0.7711 | 0.8781 |
512
+ | 0.2907 | 24.2632 | 922 | 0.7754 | 0.0 | 0.7754 | 0.8806 |
513
+ | 0.2907 | 24.3158 | 924 | 0.8010 | -0.0551 | 0.8010 | 0.8950 |
514
+ | 0.2907 | 24.3684 | 926 | 0.8119 | -0.1547 | 0.8119 | 0.9010 |
515
+ | 0.2907 | 24.4211 | 928 | 0.8127 | 0.0595 | 0.8127 | 0.9015 |
516
+ | 0.2907 | 24.4737 | 930 | 0.7843 | -0.0465 | 0.7843 | 0.8856 |
517
+ | 0.2907 | 24.5263 | 932 | 0.7563 | -0.0118 | 0.7563 | 0.8697 |
518
+ | 0.2907 | 24.5789 | 934 | 0.7480 | -0.0118 | 0.7480 | 0.8649 |
519
+ | 0.2907 | 24.6316 | 936 | 0.7590 | -0.1033 | 0.7590 | 0.8712 |
520
+ | 0.2907 | 24.6842 | 938 | 0.7695 | -0.0465 | 0.7695 | 0.8772 |
521
+ | 0.2907 | 24.7368 | 940 | 0.7738 | -0.0426 | 0.7738 | 0.8797 |
522
+ | 0.2907 | 24.7895 | 942 | 0.7792 | -0.0387 | 0.7792 | 0.8827 |
523
+ | 0.2907 | 24.8421 | 944 | 0.7658 | -0.0446 | 0.7658 | 0.8751 |
524
+ | 0.2907 | 24.8947 | 946 | 0.7373 | 0.0355 | 0.7373 | 0.8587 |
525
+ | 0.2907 | 24.9474 | 948 | 0.7367 | 0.0318 | 0.7367 | 0.8583 |
526
+ | 0.2907 | 25.0 | 950 | 0.7409 | 0.0318 | 0.7409 | 0.8608 |
527
+ | 0.2907 | 25.0526 | 952 | 0.7508 | 0.0918 | 0.7508 | 0.8665 |
528
+ | 0.2907 | 25.1053 | 954 | 0.7858 | -0.0370 | 0.7858 | 0.8865 |
529
+ | 0.2907 | 25.1579 | 956 | 0.8660 | 0.0363 | 0.8660 | 0.9306 |
530
+ | 0.2907 | 25.2105 | 958 | 0.8883 | 0.1159 | 0.8883 | 0.9425 |
531
+ | 0.2907 | 25.2632 | 960 | 0.8351 | -0.0738 | 0.8351 | 0.9138 |
532
+ | 0.2907 | 25.3158 | 962 | 0.7701 | -0.0473 | 0.7701 | 0.8775 |
533
+ | 0.2907 | 25.3684 | 964 | 0.7246 | 0.0436 | 0.7246 | 0.8512 |
534
+ | 0.2907 | 25.4211 | 966 | 0.7069 | 0.0964 | 0.7069 | 0.8407 |
535
+ | 0.2907 | 25.4737 | 968 | 0.6996 | 0.1444 | 0.6996 | 0.8364 |
536
+ | 0.2907 | 25.5263 | 970 | 0.7038 | 0.1444 | 0.7038 | 0.8389 |
537
+ | 0.2907 | 25.5789 | 972 | 0.7114 | 0.1444 | 0.7114 | 0.8434 |
538
+ | 0.2907 | 25.6316 | 974 | 0.7295 | 0.0436 | 0.7295 | 0.8541 |
539
+ | 0.2907 | 25.6842 | 976 | 0.7576 | 0.0 | 0.7576 | 0.8704 |
540
+ | 0.2907 | 25.7368 | 978 | 0.7592 | 0.0 | 0.7592 | 0.8713 |
541
+ | 0.2907 | 25.7895 | 980 | 0.7417 | 0.0 | 0.7417 | 0.8612 |
542
+ | 0.2907 | 25.8421 | 982 | 0.7211 | 0.0479 | 0.7211 | 0.8492 |
543
+ | 0.2907 | 25.8947 | 984 | 0.7279 | 0.0436 | 0.7279 | 0.8532 |
544
+ | 0.2907 | 25.9474 | 986 | 0.7433 | -0.0578 | 0.7433 | 0.8621 |
545
+ | 0.2907 | 26.0 | 988 | 0.7982 | -0.0370 | 0.7982 | 0.8934 |
546
+ | 0.2907 | 26.0526 | 990 | 0.8974 | 0.0365 | 0.8974 | 0.9473 |
547
+ | 0.2907 | 26.1053 | 992 | 0.9719 | 0.1111 | 0.9719 | 0.9859 |
548
+ | 0.2907 | 26.1579 | 994 | 0.9529 | 0.0789 | 0.9528 | 0.9761 |
549
+ | 0.2907 | 26.2105 | 996 | 0.8761 | -0.0037 | 0.8761 | 0.9360 |
550
+ | 0.2907 | 26.2632 | 998 | 0.8019 | -0.0407 | 0.8019 | 0.8955 |
551
+ | 0.0567 | 26.3158 | 1000 | 0.7793 | -0.0086 | 0.7793 | 0.8828 |
552
+ | 0.0567 | 26.3684 | 1002 | 0.7876 | -0.0113 | 0.7876 | 0.8875 |
553
+ | 0.0567 | 26.4211 | 1004 | 0.7999 | -0.0599 | 0.7999 | 0.8944 |
554
+ | 0.0567 | 26.4737 | 1006 | 0.8151 | -0.0483 | 0.8151 | 0.9028 |
555
+ | 0.0567 | 26.5263 | 1008 | 0.8433 | 0.1393 | 0.8433 | 0.9183 |
556
+ | 0.0567 | 26.5789 | 1010 | 0.8567 | 0.0656 | 0.8567 | 0.9256 |
557
+ | 0.0567 | 26.6316 | 1012 | 0.8425 | 0.0644 | 0.8425 | 0.9179 |
558
+ | 0.0567 | 26.6842 | 1014 | 0.8123 | -0.0493 | 0.8123 | 0.9013 |
559
+ | 0.0567 | 26.7368 | 1016 | 0.7791 | 0.0436 | 0.7791 | 0.8827 |
560
+ | 0.0567 | 26.7895 | 1018 | 0.7665 | 0.0436 | 0.7665 | 0.8755 |
561
+ | 0.0567 | 26.8421 | 1020 | 0.7658 | 0.0524 | 0.7658 | 0.8751 |
562
+ | 0.0567 | 26.8947 | 1022 | 0.7658 | 0.0524 | 0.7658 | 0.8751 |
563
+ | 0.0567 | 26.9474 | 1024 | 0.7520 | 0.0964 | 0.7520 | 0.8672 |
564
+ | 0.0567 | 27.0 | 1026 | 0.7428 | 0.0964 | 0.7428 | 0.8619 |
565
+ | 0.0567 | 27.0526 | 1028 | 0.7578 | 0.0964 | 0.7578 | 0.8705 |
566
+ | 0.0567 | 27.1053 | 1030 | 0.7877 | -0.0513 | 0.7877 | 0.8875 |
567
+ | 0.0567 | 27.1579 | 1032 | 0.8373 | -0.0345 | 0.8373 | 0.9151 |
568
+ | 0.0567 | 27.2105 | 1034 | 0.8211 | -0.0345 | 0.8211 | 0.9061 |
569
+ | 0.0567 | 27.2632 | 1036 | 0.7593 | -0.0493 | 0.7593 | 0.8714 |
570
+ | 0.0567 | 27.3158 | 1038 | 0.7245 | 0.0964 | 0.7245 | 0.8512 |
571
+ | 0.0567 | 27.3684 | 1040 | 0.7263 | 0.1318 | 0.7263 | 0.8522 |
572
+ | 0.0567 | 27.4211 | 1042 | 0.7387 | 0.1318 | 0.7387 | 0.8595 |
573
+ | 0.0567 | 27.4737 | 1044 | 0.7387 | 0.1318 | 0.7387 | 0.8595 |
574
+ | 0.0567 | 27.5263 | 1046 | 0.7467 | 0.1318 | 0.7467 | 0.8641 |
575
+ | 0.0567 | 27.5789 | 1048 | 0.7618 | -0.0578 | 0.7618 | 0.8728 |
576
+ | 0.0567 | 27.6316 | 1050 | 0.7827 | -0.0532 | 0.7827 | 0.8847 |
577
+ | 0.0567 | 27.6842 | 1052 | 0.7964 | -0.0488 | 0.7964 | 0.8924 |
578
+ | 0.0567 | 27.7368 | 1054 | 0.8210 | -0.0949 | 0.8210 | 0.9061 |
579
+ | 0.0567 | 27.7895 | 1056 | 0.8281 | -0.0949 | 0.8281 | 0.9100 |
580
 
581
 
582
  ### Framework versions