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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k2_task7_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_run1_AugV5_k1_task7_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_run1_AugV5_k1_task7_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: 0.4116
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- - Qwk: 0.6422
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- - Mse: 0.4116
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- - Rmse: 0.6416
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  ## Model description
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@@ -49,256 +49,264 @@ 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 | 0.4 | 2 | 2.7838 | -0.0545 | 2.7838 | 1.6685 |
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- | No log | 0.8 | 4 | 1.3098 | 0.0997 | 1.3098 | 1.1445 |
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- | No log | 1.2 | 6 | 0.7967 | 0.1729 | 0.7967 | 0.8926 |
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- | No log | 1.6 | 8 | 0.6479 | 0.3865 | 0.6479 | 0.8049 |
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- | No log | 2.0 | 10 | 0.8932 | 0.3280 | 0.8932 | 0.9451 |
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- | No log | 2.4 | 12 | 0.6608 | 0.4369 | 0.6608 | 0.8129 |
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- | No log | 2.8 | 14 | 0.6157 | 0.5544 | 0.6157 | 0.7846 |
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- | No log | 3.2 | 16 | 0.7886 | 0.3401 | 0.7886 | 0.8880 |
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- | No log | 3.6 | 18 | 0.5747 | 0.3691 | 0.5747 | 0.7581 |
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- | No log | 4.0 | 20 | 0.6011 | 0.4330 | 0.6011 | 0.7753 |
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- | No log | 4.4 | 22 | 0.7116 | 0.4008 | 0.7116 | 0.8435 |
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- | No log | 4.8 | 24 | 0.8774 | 0.3555 | 0.8774 | 0.9367 |
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- | No log | 5.2 | 26 | 0.8523 | 0.3957 | 0.8523 | 0.9232 |
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- | No log | 5.6 | 28 | 0.6995 | 0.4308 | 0.6995 | 0.8363 |
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- | No log | 6.0 | 30 | 0.4720 | 0.5024 | 0.4720 | 0.6870 |
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- | No log | 6.4 | 32 | 0.5011 | 0.4052 | 0.5011 | 0.7079 |
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- | No log | 6.8 | 34 | 0.5033 | 0.5124 | 0.5033 | 0.7095 |
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- | No log | 7.2 | 36 | 0.4910 | 0.6091 | 0.4910 | 0.7007 |
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- | No log | 7.6 | 38 | 0.5262 | 0.5911 | 0.5262 | 0.7254 |
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- | No log | 8.0 | 40 | 0.6608 | 0.4959 | 0.6608 | 0.8129 |
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- | No log | 8.4 | 42 | 0.7199 | 0.4268 | 0.7199 | 0.8485 |
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- | No log | 8.8 | 44 | 0.5174 | 0.6322 | 0.5174 | 0.7193 |
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- | No log | 9.2 | 46 | 0.5813 | 0.5872 | 0.5813 | 0.7624 |
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- | No log | 9.6 | 48 | 0.5752 | 0.5272 | 0.5752 | 0.7584 |
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- | No log | 10.0 | 50 | 0.5502 | 0.4595 | 0.5502 | 0.7417 |
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- | No log | 10.4 | 52 | 0.5489 | 0.4595 | 0.5489 | 0.7409 |
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- | No log | 10.8 | 54 | 0.5511 | 0.5304 | 0.5511 | 0.7424 |
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- | No log | 11.2 | 56 | 0.5831 | 0.5463 | 0.5831 | 0.7636 |
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- | No log | 11.6 | 58 | 0.6222 | 0.4979 | 0.6222 | 0.7888 |
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- | No log | 12.0 | 60 | 0.5402 | 0.6279 | 0.5402 | 0.7350 |
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- | No log | 12.4 | 62 | 0.4811 | 0.6092 | 0.4811 | 0.6936 |
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- | No log | 12.8 | 64 | 0.4321 | 0.6554 | 0.4321 | 0.6573 |
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- | No log | 13.2 | 66 | 0.4361 | 0.6114 | 0.4361 | 0.6604 |
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- | No log | 13.6 | 68 | 0.4887 | 0.6273 | 0.4887 | 0.6991 |
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- | No log | 14.0 | 70 | 0.4648 | 0.6442 | 0.4648 | 0.6818 |
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- | No log | 14.4 | 72 | 0.5028 | 0.6642 | 0.5028 | 0.7091 |
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- | No log | 14.8 | 74 | 0.4706 | 0.6537 | 0.4706 | 0.6860 |
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- | No log | 15.2 | 76 | 0.4535 | 0.6806 | 0.4535 | 0.6734 |
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- | No log | 15.6 | 78 | 0.4823 | 0.6630 | 0.4823 | 0.6945 |
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- | No log | 16.0 | 80 | 0.4975 | 0.6198 | 0.4975 | 0.7053 |
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- | No log | 16.4 | 82 | 0.4968 | 0.5875 | 0.4968 | 0.7049 |
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- | No log | 16.8 | 84 | 0.4925 | 0.5430 | 0.4925 | 0.7018 |
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- | No log | 17.2 | 86 | 0.4873 | 0.5195 | 0.4873 | 0.6981 |
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- | No log | 17.6 | 88 | 0.4745 | 0.5980 | 0.4745 | 0.6889 |
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- | No log | 18.0 | 90 | 0.4823 | 0.5752 | 0.4823 | 0.6945 |
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- | No log | 18.4 | 92 | 0.4793 | 0.5768 | 0.4793 | 0.6923 |
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- | No log | 18.8 | 94 | 0.4721 | 0.5640 | 0.4721 | 0.6871 |
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- | No log | 19.2 | 96 | 0.5078 | 0.6601 | 0.5078 | 0.7126 |
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- | No log | 19.6 | 98 | 0.4995 | 0.6890 | 0.4995 | 0.7068 |
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- | No log | 20.0 | 100 | 0.4590 | 0.7151 | 0.4590 | 0.6775 |
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- | No log | 20.4 | 102 | 0.4179 | 0.6554 | 0.4179 | 0.6464 |
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- | No log | 20.8 | 104 | 0.4373 | 0.6567 | 0.4373 | 0.6613 |
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- | No log | 21.2 | 106 | 0.4586 | 0.6582 | 0.4586 | 0.6772 |
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- | No log | 21.6 | 108 | 0.4194 | 0.6091 | 0.4194 | 0.6476 |
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- | No log | 22.0 | 110 | 0.4253 | 0.5897 | 0.4253 | 0.6521 |
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- | No log | 22.4 | 112 | 0.4098 | 0.6115 | 0.4098 | 0.6402 |
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- | No log | 22.8 | 114 | 0.4299 | 0.6678 | 0.4299 | 0.6557 |
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- | No log | 23.2 | 116 | 0.5748 | 0.5792 | 0.5748 | 0.7581 |
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- | No log | 23.6 | 118 | 0.5475 | 0.5575 | 0.5475 | 0.7400 |
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- | No log | 24.0 | 120 | 0.4355 | 0.7062 | 0.4355 | 0.6599 |
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- | No log | 24.4 | 122 | 0.3962 | 0.6265 | 0.3962 | 0.6295 |
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- | No log | 24.8 | 124 | 0.4029 | 0.6620 | 0.4029 | 0.6347 |
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- | No log | 25.2 | 126 | 0.4154 | 0.7166 | 0.4154 | 0.6445 |
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- | No log | 25.6 | 128 | 0.5258 | 0.5280 | 0.5258 | 0.7251 |
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- | No log | 26.0 | 130 | 0.5335 | 0.5486 | 0.5335 | 0.7304 |
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- | No log | 26.4 | 132 | 0.4524 | 0.5544 | 0.4524 | 0.6726 |
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- | No log | 26.8 | 134 | 0.4049 | 0.6241 | 0.4049 | 0.6363 |
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- | No log | 27.2 | 136 | 0.4144 | 0.6530 | 0.4144 | 0.6437 |
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- | No log | 27.6 | 138 | 0.4093 | 0.6530 | 0.4093 | 0.6398 |
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- | No log | 28.0 | 140 | 0.4031 | 0.6443 | 0.4031 | 0.6349 |
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- | No log | 28.4 | 142 | 0.4497 | 0.6960 | 0.4497 | 0.6706 |
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- | No log | 28.8 | 144 | 0.4737 | 0.6431 | 0.4737 | 0.6883 |
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- | No log | 29.2 | 146 | 0.4333 | 0.6566 | 0.4333 | 0.6583 |
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- | No log | 29.6 | 148 | 0.4313 | 0.6156 | 0.4313 | 0.6567 |
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- | No log | 30.0 | 150 | 0.4541 | 0.6377 | 0.4541 | 0.6739 |
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- | No log | 30.4 | 152 | 0.4592 | 0.6377 | 0.4592 | 0.6776 |
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- | No log | 30.8 | 154 | 0.4528 | 0.6156 | 0.4528 | 0.6729 |
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- | No log | 31.2 | 156 | 0.4475 | 0.5941 | 0.4475 | 0.6689 |
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- | No log | 31.6 | 158 | 0.4379 | 0.6156 | 0.4379 | 0.6617 |
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- | No log | 32.0 | 160 | 0.4289 | 0.6530 | 0.4289 | 0.6549 |
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- | No log | 32.4 | 162 | 0.4396 | 0.6334 | 0.4396 | 0.6630 |
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- | No log | 32.8 | 164 | 0.4454 | 0.6777 | 0.4454 | 0.6674 |
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- | No log | 33.2 | 166 | 0.4460 | 0.6552 | 0.4460 | 0.6678 |
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- | No log | 33.6 | 168 | 0.4600 | 0.6667 | 0.4600 | 0.6782 |
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- | No log | 34.0 | 170 | 0.4459 | 0.6275 | 0.4459 | 0.6677 |
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- | No log | 34.4 | 172 | 0.4454 | 0.5886 | 0.4454 | 0.6674 |
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- | No log | 34.8 | 174 | 0.4526 | 0.5738 | 0.4526 | 0.6727 |
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- | No log | 35.2 | 176 | 0.4551 | 0.5517 | 0.4551 | 0.6746 |
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- | No log | 35.6 | 178 | 0.4551 | 0.5289 | 0.4551 | 0.6746 |
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- | No log | 36.0 | 180 | 0.4796 | 0.5934 | 0.4796 | 0.6925 |
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- | No log | 36.4 | 182 | 0.4998 | 0.6485 | 0.4998 | 0.7069 |
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- | No log | 36.8 | 184 | 0.4779 | 0.6214 | 0.4779 | 0.6913 |
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- | No log | 37.2 | 186 | 0.4470 | 0.5289 | 0.4470 | 0.6686 |
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- | No log | 37.6 | 188 | 0.4549 | 0.5133 | 0.4549 | 0.6745 |
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- | No log | 38.0 | 190 | 0.4562 | 0.4817 | 0.4562 | 0.6755 |
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- | No log | 38.4 | 192 | 0.4468 | 0.5609 | 0.4468 | 0.6684 |
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- | No log | 38.8 | 194 | 0.4451 | 0.5289 | 0.4451 | 0.6671 |
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- | No log | 39.2 | 196 | 0.4545 | 0.6004 | 0.4545 | 0.6742 |
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- | No log | 39.6 | 198 | 0.4543 | 0.5909 | 0.4543 | 0.6740 |
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- | No log | 40.0 | 200 | 0.4517 | 0.5909 | 0.4517 | 0.6721 |
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- | No log | 40.4 | 202 | 0.4422 | 0.6418 | 0.4422 | 0.6650 |
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- | No log | 40.8 | 204 | 0.4287 | 0.6158 | 0.4287 | 0.6548 |
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- | No log | 41.2 | 206 | 0.4396 | 0.5634 | 0.4396 | 0.6631 |
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- | No log | 41.6 | 208 | 0.4846 | 0.5587 | 0.4846 | 0.6961 |
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- | No log | 42.0 | 210 | 0.4915 | 0.5226 | 0.4915 | 0.7011 |
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- | No log | 42.4 | 212 | 0.4575 | 0.4977 | 0.4575 | 0.6764 |
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- | No log | 42.8 | 214 | 0.4248 | 0.6156 | 0.4248 | 0.6518 |
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- | No log | 43.2 | 216 | 0.4134 | 0.6616 | 0.4134 | 0.6430 |
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- | No log | 43.6 | 218 | 0.4348 | 0.6506 | 0.4348 | 0.6594 |
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- | No log | 44.0 | 220 | 0.4368 | 0.6506 | 0.4368 | 0.6609 |
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- | No log | 44.4 | 222 | 0.4198 | 0.6431 | 0.4198 | 0.6479 |
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- | No log | 44.8 | 224 | 0.4223 | 0.6431 | 0.4223 | 0.6498 |
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- | No log | 45.2 | 226 | 0.4427 | 0.5698 | 0.4427 | 0.6653 |
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- | No log | 45.6 | 228 | 0.4619 | 0.4838 | 0.4619 | 0.6796 |
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- | No log | 46.0 | 230 | 0.4503 | 0.5658 | 0.4503 | 0.6711 |
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- | No log | 46.4 | 232 | 0.4319 | 0.6156 | 0.4319 | 0.6572 |
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- | No log | 46.8 | 234 | 0.4159 | 0.6627 | 0.4159 | 0.6449 |
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- | No log | 47.2 | 236 | 0.4135 | 0.6627 | 0.4135 | 0.6430 |
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- | No log | 47.6 | 238 | 0.4090 | 0.6541 | 0.4090 | 0.6395 |
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- | No log | 48.0 | 240 | 0.4076 | 0.6541 | 0.4076 | 0.6384 |
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- | No log | 48.4 | 242 | 0.4103 | 0.6542 | 0.4103 | 0.6406 |
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- | No log | 48.8 | 244 | 0.4193 | 0.6542 | 0.4193 | 0.6476 |
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- | No log | 49.2 | 246 | 0.4190 | 0.6541 | 0.4190 | 0.6473 |
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- | No log | 49.6 | 248 | 0.4144 | 0.6541 | 0.4144 | 0.6437 |
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- | No log | 50.0 | 250 | 0.4144 | 0.6541 | 0.4144 | 0.6437 |
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- | No log | 50.4 | 252 | 0.4129 | 0.6541 | 0.4129 | 0.6426 |
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- | No log | 50.8 | 254 | 0.4141 | 0.6541 | 0.4141 | 0.6435 |
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- | No log | 51.2 | 256 | 0.4225 | 0.6914 | 0.4225 | 0.6500 |
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- | No log | 51.6 | 258 | 0.4252 | 0.6277 | 0.4252 | 0.6521 |
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- | No log | 52.0 | 260 | 0.4236 | 0.6078 | 0.4236 | 0.6508 |
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- | No log | 52.4 | 262 | 0.4153 | 0.6346 | 0.4153 | 0.6444 |
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- | No log | 52.8 | 264 | 0.4139 | 0.6346 | 0.4139 | 0.6433 |
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- | No log | 53.2 | 266 | 0.4105 | 0.6720 | 0.4105 | 0.6407 |
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- | No log | 53.6 | 268 | 0.4094 | 0.6712 | 0.4094 | 0.6398 |
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- | No log | 54.0 | 270 | 0.4097 | 0.6712 | 0.4097 | 0.6401 |
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- | No log | 54.4 | 272 | 0.4049 | 0.7144 | 0.4049 | 0.6363 |
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- | No log | 54.8 | 274 | 0.4059 | 0.7166 | 0.4059 | 0.6371 |
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- | No log | 55.2 | 276 | 0.4266 | 0.6515 | 0.4266 | 0.6531 |
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- | No log | 55.6 | 278 | 0.4446 | 0.5970 | 0.4446 | 0.6668 |
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- | No log | 56.0 | 280 | 0.4419 | 0.6223 | 0.4419 | 0.6648 |
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- | No log | 56.4 | 282 | 0.4162 | 0.6282 | 0.4162 | 0.6451 |
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- | No log | 56.8 | 284 | 0.3938 | 0.6957 | 0.3938 | 0.6275 |
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- | No log | 57.2 | 286 | 0.3827 | 0.6750 | 0.3827 | 0.6186 |
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- | No log | 57.6 | 288 | 0.3809 | 0.6828 | 0.3809 | 0.6172 |
196
- | No log | 58.0 | 290 | 0.3821 | 0.7003 | 0.3821 | 0.6181 |
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- | No log | 58.4 | 292 | 0.3820 | 0.7003 | 0.3820 | 0.6181 |
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- | No log | 58.8 | 294 | 0.3831 | 0.7247 | 0.3831 | 0.6190 |
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- | No log | 59.2 | 296 | 0.3922 | 0.7166 | 0.3922 | 0.6262 |
200
- | No log | 59.6 | 298 | 0.3985 | 0.7246 | 0.3985 | 0.6313 |
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- | No log | 60.0 | 300 | 0.3911 | 0.7221 | 0.3911 | 0.6254 |
202
- | No log | 60.4 | 302 | 0.3924 | 0.7160 | 0.3924 | 0.6264 |
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- | No log | 60.8 | 304 | 0.3850 | 0.6943 | 0.3850 | 0.6205 |
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- | No log | 61.2 | 306 | 0.3771 | 0.7123 | 0.3771 | 0.6141 |
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- | No log | 61.6 | 308 | 0.3771 | 0.6939 | 0.3771 | 0.6141 |
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- | No log | 62.0 | 310 | 0.3808 | 0.6939 | 0.3808 | 0.6171 |
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- | No log | 62.4 | 312 | 0.3817 | 0.6939 | 0.3817 | 0.6178 |
208
- | No log | 62.8 | 314 | 0.3873 | 0.6818 | 0.3873 | 0.6223 |
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- | No log | 63.2 | 316 | 0.3901 | 0.6639 | 0.3901 | 0.6246 |
210
- | No log | 63.6 | 318 | 0.3925 | 0.6643 | 0.3925 | 0.6265 |
211
- | No log | 64.0 | 320 | 0.4002 | 0.6841 | 0.4002 | 0.6326 |
212
- | No log | 64.4 | 322 | 0.4055 | 0.6655 | 0.4055 | 0.6368 |
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- | No log | 64.8 | 324 | 0.4110 | 0.6655 | 0.4110 | 0.6411 |
214
- | No log | 65.2 | 326 | 0.4138 | 0.6761 | 0.4138 | 0.6432 |
215
- | No log | 65.6 | 328 | 0.4102 | 0.6761 | 0.4102 | 0.6404 |
216
- | No log | 66.0 | 330 | 0.4041 | 0.6939 | 0.4041 | 0.6357 |
217
- | No log | 66.4 | 332 | 0.4003 | 0.6828 | 0.4003 | 0.6327 |
218
- | No log | 66.8 | 334 | 0.4006 | 0.7012 | 0.4006 | 0.6329 |
219
- | No log | 67.2 | 336 | 0.4028 | 0.7012 | 0.4028 | 0.6347 |
220
- | No log | 67.6 | 338 | 0.4063 | 0.6852 | 0.4063 | 0.6374 |
221
- | No log | 68.0 | 340 | 0.4075 | 0.6650 | 0.4075 | 0.6384 |
222
- | No log | 68.4 | 342 | 0.4083 | 0.6839 | 0.4083 | 0.6390 |
223
- | No log | 68.8 | 344 | 0.4084 | 0.6650 | 0.4084 | 0.6391 |
224
- | No log | 69.2 | 346 | 0.4104 | 0.6908 | 0.4104 | 0.6406 |
225
- | No log | 69.6 | 348 | 0.4144 | 0.6908 | 0.4144 | 0.6438 |
226
- | No log | 70.0 | 350 | 0.4167 | 0.6894 | 0.4167 | 0.6455 |
227
- | No log | 70.4 | 352 | 0.4168 | 0.6908 | 0.4168 | 0.6456 |
228
- | No log | 70.8 | 354 | 0.4163 | 0.6727 | 0.4163 | 0.6452 |
229
- | No log | 71.2 | 356 | 0.4152 | 0.6736 | 0.4152 | 0.6443 |
230
- | No log | 71.6 | 358 | 0.4117 | 0.6736 | 0.4117 | 0.6416 |
231
- | No log | 72.0 | 360 | 0.4071 | 0.6736 | 0.4071 | 0.6381 |
232
- | No log | 72.4 | 362 | 0.4045 | 0.6841 | 0.4045 | 0.6360 |
233
- | No log | 72.8 | 364 | 0.4045 | 0.7032 | 0.4045 | 0.6360 |
234
- | No log | 73.2 | 366 | 0.4092 | 0.6761 | 0.4092 | 0.6397 |
235
- | No log | 73.6 | 368 | 0.4168 | 0.6761 | 0.4168 | 0.6456 |
236
- | No log | 74.0 | 370 | 0.4189 | 0.6770 | 0.4189 | 0.6472 |
237
- | No log | 74.4 | 372 | 0.4183 | 0.6866 | 0.4183 | 0.6468 |
238
- | No log | 74.8 | 374 | 0.4154 | 0.6852 | 0.4154 | 0.6445 |
239
- | No log | 75.2 | 376 | 0.4134 | 0.6839 | 0.4134 | 0.6430 |
240
- | No log | 75.6 | 378 | 0.4120 | 0.7229 | 0.4120 | 0.6419 |
241
- | No log | 76.0 | 380 | 0.4120 | 0.7221 | 0.4120 | 0.6418 |
242
- | No log | 76.4 | 382 | 0.4115 | 0.7221 | 0.4115 | 0.6415 |
243
- | No log | 76.8 | 384 | 0.4109 | 0.7221 | 0.4109 | 0.6410 |
244
- | No log | 77.2 | 386 | 0.4113 | 0.7062 | 0.4113 | 0.6413 |
245
- | No log | 77.6 | 388 | 0.4127 | 0.7140 | 0.4127 | 0.6424 |
246
- | No log | 78.0 | 390 | 0.4148 | 0.6966 | 0.4148 | 0.6440 |
247
- | No log | 78.4 | 392 | 0.4173 | 0.6966 | 0.4173 | 0.6460 |
248
- | No log | 78.8 | 394 | 0.4178 | 0.6966 | 0.4178 | 0.6464 |
249
- | No log | 79.2 | 396 | 0.4184 | 0.6966 | 0.4184 | 0.6468 |
250
- | No log | 79.6 | 398 | 0.4185 | 0.6983 | 0.4185 | 0.6469 |
251
- | No log | 80.0 | 400 | 0.4165 | 0.6983 | 0.4165 | 0.6454 |
252
- | No log | 80.4 | 402 | 0.4129 | 0.6983 | 0.4129 | 0.6425 |
253
- | No log | 80.8 | 404 | 0.4112 | 0.6993 | 0.4112 | 0.6413 |
254
- | No log | 81.2 | 406 | 0.4119 | 0.6818 | 0.4119 | 0.6418 |
255
- | No log | 81.6 | 408 | 0.4125 | 0.6807 | 0.4125 | 0.6422 |
256
- | No log | 82.0 | 410 | 0.4127 | 0.6627 | 0.4127 | 0.6424 |
257
- | No log | 82.4 | 412 | 0.4117 | 0.6730 | 0.4117 | 0.6416 |
258
- | No log | 82.8 | 414 | 0.4103 | 0.6730 | 0.4103 | 0.6405 |
259
- | No log | 83.2 | 416 | 0.4100 | 0.6730 | 0.4100 | 0.6403 |
260
- | No log | 83.6 | 418 | 0.4110 | 0.6929 | 0.4110 | 0.6411 |
261
- | No log | 84.0 | 420 | 0.4117 | 0.6929 | 0.4117 | 0.6416 |
262
- | No log | 84.4 | 422 | 0.4115 | 0.6929 | 0.4115 | 0.6415 |
263
- | No log | 84.8 | 424 | 0.4115 | 0.6739 | 0.4115 | 0.6414 |
264
- | No log | 85.2 | 426 | 0.4107 | 0.6739 | 0.4107 | 0.6409 |
265
- | No log | 85.6 | 428 | 0.4101 | 0.6542 | 0.4101 | 0.6404 |
266
- | No log | 86.0 | 430 | 0.4103 | 0.6730 | 0.4103 | 0.6406 |
267
- | No log | 86.4 | 432 | 0.4105 | 0.6730 | 0.4105 | 0.6407 |
268
- | No log | 86.8 | 434 | 0.4106 | 0.6730 | 0.4106 | 0.6408 |
269
- | No log | 87.2 | 436 | 0.4113 | 0.6730 | 0.4113 | 0.6413 |
270
- | No log | 87.6 | 438 | 0.4120 | 0.6730 | 0.4120 | 0.6419 |
271
- | No log | 88.0 | 440 | 0.4133 | 0.6730 | 0.4133 | 0.6429 |
272
- | No log | 88.4 | 442 | 0.4148 | 0.6914 | 0.4148 | 0.6440 |
273
- | No log | 88.8 | 444 | 0.4171 | 0.6914 | 0.4171 | 0.6459 |
274
- | No log | 89.2 | 446 | 0.4185 | 0.6929 | 0.4185 | 0.6469 |
275
- | No log | 89.6 | 448 | 0.4180 | 0.6929 | 0.4180 | 0.6465 |
276
- | No log | 90.0 | 450 | 0.4173 | 0.6929 | 0.4173 | 0.6460 |
277
- | No log | 90.4 | 452 | 0.4174 | 0.6929 | 0.4174 | 0.6460 |
278
- | No log | 90.8 | 454 | 0.4175 | 0.6946 | 0.4175 | 0.6461 |
279
- | No log | 91.2 | 456 | 0.4166 | 0.6929 | 0.4166 | 0.6454 |
280
- | No log | 91.6 | 458 | 0.4158 | 0.6946 | 0.4158 | 0.6449 |
281
- | No log | 92.0 | 460 | 0.4155 | 0.6946 | 0.4155 | 0.6446 |
282
- | No log | 92.4 | 462 | 0.4145 | 0.6747 | 0.4145 | 0.6438 |
283
- | No log | 92.8 | 464 | 0.4139 | 0.6747 | 0.4139 | 0.6433 |
284
- | No log | 93.2 | 466 | 0.4138 | 0.6636 | 0.4138 | 0.6432 |
285
- | No log | 93.6 | 468 | 0.4135 | 0.6422 | 0.4135 | 0.6430 |
286
- | No log | 94.0 | 470 | 0.4133 | 0.6422 | 0.4133 | 0.6429 |
287
- | No log | 94.4 | 472 | 0.4133 | 0.6422 | 0.4133 | 0.6429 |
288
- | No log | 94.8 | 474 | 0.4132 | 0.6422 | 0.4132 | 0.6428 |
289
- | No log | 95.2 | 476 | 0.4129 | 0.6422 | 0.4129 | 0.6426 |
290
- | No log | 95.6 | 478 | 0.4127 | 0.6422 | 0.4127 | 0.6424 |
291
- | No log | 96.0 | 480 | 0.4127 | 0.6422 | 0.4127 | 0.6425 |
292
- | No log | 96.4 | 482 | 0.4128 | 0.6422 | 0.4128 | 0.6425 |
293
- | No log | 96.8 | 484 | 0.4125 | 0.6422 | 0.4125 | 0.6423 |
294
- | No log | 97.2 | 486 | 0.4124 | 0.6422 | 0.4124 | 0.6421 |
295
- | No log | 97.6 | 488 | 0.4123 | 0.6422 | 0.4123 | 0.6421 |
296
- | No log | 98.0 | 490 | 0.4122 | 0.6422 | 0.4122 | 0.6420 |
297
- | No log | 98.4 | 492 | 0.4120 | 0.6422 | 0.4120 | 0.6419 |
298
- | No log | 98.8 | 494 | 0.4119 | 0.6422 | 0.4119 | 0.6418 |
299
- | No log | 99.2 | 496 | 0.4117 | 0.6422 | 0.4117 | 0.6416 |
300
- | No log | 99.6 | 498 | 0.4116 | 0.6422 | 0.4116 | 0.6416 |
301
- | 0.1653 | 100.0 | 500 | 0.4116 | 0.6422 | 0.4116 | 0.6416 |
 
 
 
 
 
 
 
 
302
 
303
 
304
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k2_task7_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_run1_AugV5_k2_task7_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: 0.5124
19
+ - Qwk: 0.5920
20
+ - Mse: 0.5124
21
+ - Rmse: 0.7158
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.2 | 2 | 2.5156 | -0.0109 | 2.5156 | 1.5861 |
53
+ | No log | 0.4 | 4 | 1.2162 | 0.1265 | 1.2162 | 1.1028 |
54
+ | No log | 0.6 | 6 | 0.7642 | 0.1372 | 0.7642 | 0.8742 |
55
+ | No log | 0.8 | 8 | 0.7164 | 0.0 | 0.7164 | 0.8464 |
56
+ | No log | 1.0 | 10 | 0.7258 | 0.0327 | 0.7258 | 0.8519 |
57
+ | No log | 1.2 | 12 | 0.7431 | 0.1866 | 0.7431 | 0.8620 |
58
+ | No log | 1.4 | 14 | 0.7394 | 0.2652 | 0.7394 | 0.8599 |
59
+ | No log | 1.6 | 16 | 0.7466 | 0.0481 | 0.7466 | 0.8641 |
60
+ | No log | 1.8 | 18 | 0.8772 | 0.1339 | 0.8772 | 0.9366 |
61
+ | No log | 2.0 | 20 | 0.9890 | 0.3425 | 0.9890 | 0.9945 |
62
+ | No log | 2.2 | 22 | 0.9466 | 0.3085 | 0.9466 | 0.9729 |
63
+ | No log | 2.4 | 24 | 0.6773 | 0.2132 | 0.6773 | 0.8230 |
64
+ | No log | 2.6 | 26 | 0.5948 | 0.3518 | 0.5948 | 0.7712 |
65
+ | No log | 2.8 | 28 | 0.6609 | 0.3675 | 0.6609 | 0.8130 |
66
+ | No log | 3.0 | 30 | 0.6198 | 0.3425 | 0.6198 | 0.7872 |
67
+ | No log | 3.2 | 32 | 0.5373 | 0.5208 | 0.5373 | 0.7330 |
68
+ | No log | 3.4 | 34 | 0.7013 | 0.4357 | 0.7013 | 0.8374 |
69
+ | No log | 3.6 | 36 | 0.7812 | 0.3119 | 0.7812 | 0.8839 |
70
+ | No log | 3.8 | 38 | 0.8517 | 0.2651 | 0.8517 | 0.9229 |
71
+ | No log | 4.0 | 40 | 0.7281 | 0.3825 | 0.7281 | 0.8533 |
72
+ | No log | 4.2 | 42 | 0.5643 | 0.4388 | 0.5643 | 0.7512 |
73
+ | No log | 4.4 | 44 | 0.5988 | 0.2930 | 0.5988 | 0.7738 |
74
+ | No log | 4.6 | 46 | 0.6466 | 0.3166 | 0.6466 | 0.8041 |
75
+ | No log | 4.8 | 48 | 0.6393 | 0.2819 | 0.6393 | 0.7995 |
76
+ | No log | 5.0 | 50 | 0.5959 | 0.4060 | 0.5959 | 0.7719 |
77
+ | No log | 5.2 | 52 | 0.5626 | 0.4060 | 0.5626 | 0.7501 |
78
+ | No log | 5.4 | 54 | 0.5817 | 0.4060 | 0.5817 | 0.7627 |
79
+ | No log | 5.6 | 56 | 0.5831 | 0.3416 | 0.5831 | 0.7636 |
80
+ | No log | 5.8 | 58 | 0.5836 | 0.3258 | 0.5836 | 0.7639 |
81
+ | No log | 6.0 | 60 | 0.7355 | 0.4142 | 0.7355 | 0.8576 |
82
+ | No log | 6.2 | 62 | 0.8562 | 0.2627 | 0.8562 | 0.9253 |
83
+ | No log | 6.4 | 64 | 0.7463 | 0.3938 | 0.7463 | 0.8639 |
84
+ | No log | 6.6 | 66 | 0.5863 | 0.4841 | 0.5863 | 0.7657 |
85
+ | No log | 6.8 | 68 | 0.5152 | 0.5095 | 0.5152 | 0.7178 |
86
+ | No log | 7.0 | 70 | 0.6806 | 0.4199 | 0.6806 | 0.8250 |
87
+ | No log | 7.2 | 72 | 0.8097 | 0.4698 | 0.8097 | 0.8998 |
88
+ | No log | 7.4 | 74 | 0.7640 | 0.4513 | 0.7640 | 0.8741 |
89
+ | No log | 7.6 | 76 | 0.6420 | 0.4662 | 0.6420 | 0.8012 |
90
+ | No log | 7.8 | 78 | 0.5982 | 0.4929 | 0.5982 | 0.7734 |
91
+ | No log | 8.0 | 80 | 0.6144 | 0.5079 | 0.6144 | 0.7839 |
92
+ | No log | 8.2 | 82 | 0.6435 | 0.4499 | 0.6435 | 0.8022 |
93
+ | No log | 8.4 | 84 | 0.6030 | 0.5692 | 0.6030 | 0.7765 |
94
+ | No log | 8.6 | 86 | 0.5298 | 0.5538 | 0.5298 | 0.7279 |
95
+ | No log | 8.8 | 88 | 0.4919 | 0.5556 | 0.4919 | 0.7014 |
96
+ | No log | 9.0 | 90 | 0.5295 | 0.5991 | 0.5295 | 0.7277 |
97
+ | No log | 9.2 | 92 | 0.5515 | 0.5511 | 0.5515 | 0.7426 |
98
+ | No log | 9.4 | 94 | 0.5027 | 0.5273 | 0.5027 | 0.7090 |
99
+ | No log | 9.6 | 96 | 0.4928 | 0.5846 | 0.4928 | 0.7020 |
100
+ | No log | 9.8 | 98 | 0.5359 | 0.5869 | 0.5359 | 0.7321 |
101
+ | No log | 10.0 | 100 | 0.7312 | 0.4977 | 0.7312 | 0.8551 |
102
+ | No log | 10.2 | 102 | 0.8182 | 0.4151 | 0.8182 | 0.9045 |
103
+ | No log | 10.4 | 104 | 0.6474 | 0.5723 | 0.6474 | 0.8046 |
104
+ | No log | 10.6 | 106 | 0.5261 | 0.6248 | 0.5261 | 0.7253 |
105
+ | No log | 10.8 | 108 | 0.5030 | 0.4972 | 0.5030 | 0.7092 |
106
+ | No log | 11.0 | 110 | 0.5231 | 0.5550 | 0.5231 | 0.7233 |
107
+ | No log | 11.2 | 112 | 0.5069 | 0.5472 | 0.5069 | 0.7120 |
108
+ | No log | 11.4 | 114 | 0.4778 | 0.6017 | 0.4778 | 0.6912 |
109
+ | No log | 11.6 | 116 | 0.5576 | 0.6027 | 0.5576 | 0.7467 |
110
+ | No log | 11.8 | 118 | 0.5866 | 0.5460 | 0.5866 | 0.7659 |
111
+ | No log | 12.0 | 120 | 0.4897 | 0.6326 | 0.4897 | 0.6998 |
112
+ | No log | 12.2 | 122 | 0.4844 | 0.5738 | 0.4844 | 0.6960 |
113
+ | No log | 12.4 | 124 | 0.5759 | 0.5468 | 0.5759 | 0.7589 |
114
+ | No log | 12.6 | 126 | 0.5566 | 0.6118 | 0.5566 | 0.7460 |
115
+ | No log | 12.8 | 128 | 0.4980 | 0.6096 | 0.4980 | 0.7057 |
116
+ | No log | 13.0 | 130 | 0.5050 | 0.6084 | 0.5050 | 0.7106 |
117
+ | No log | 13.2 | 132 | 0.5971 | 0.5240 | 0.5971 | 0.7727 |
118
+ | No log | 13.4 | 134 | 0.5766 | 0.5297 | 0.5766 | 0.7594 |
119
+ | No log | 13.6 | 136 | 0.5069 | 0.5893 | 0.5069 | 0.7119 |
120
+ | No log | 13.8 | 138 | 0.5160 | 0.5912 | 0.5160 | 0.7183 |
121
+ | No log | 14.0 | 140 | 0.5856 | 0.5909 | 0.5856 | 0.7652 |
122
+ | No log | 14.2 | 142 | 0.6010 | 0.5752 | 0.6010 | 0.7753 |
123
+ | No log | 14.4 | 144 | 0.5895 | 0.5882 | 0.5895 | 0.7678 |
124
+ | No log | 14.6 | 146 | 0.5413 | 0.5897 | 0.5413 | 0.7357 |
125
+ | No log | 14.8 | 148 | 0.5100 | 0.5738 | 0.5100 | 0.7141 |
126
+ | No log | 15.0 | 150 | 0.4988 | 0.6087 | 0.4988 | 0.7063 |
127
+ | No log | 15.2 | 152 | 0.5724 | 0.6406 | 0.5724 | 0.7565 |
128
+ | No log | 15.4 | 154 | 0.5784 | 0.6146 | 0.5784 | 0.7605 |
129
+ | No log | 15.6 | 156 | 0.5531 | 0.5848 | 0.5531 | 0.7437 |
130
+ | No log | 15.8 | 158 | 0.5195 | 0.5692 | 0.5195 | 0.7207 |
131
+ | No log | 16.0 | 160 | 0.5296 | 0.5647 | 0.5296 | 0.7277 |
132
+ | No log | 16.2 | 162 | 0.5776 | 0.4788 | 0.5776 | 0.7600 |
133
+ | No log | 16.4 | 164 | 0.7052 | 0.4153 | 0.7052 | 0.8398 |
134
+ | No log | 16.6 | 166 | 0.8371 | 0.4021 | 0.8371 | 0.9149 |
135
+ | No log | 16.8 | 168 | 0.8042 | 0.5017 | 0.8042 | 0.8968 |
136
+ | No log | 17.0 | 170 | 0.5930 | 0.6005 | 0.5930 | 0.7700 |
137
+ | No log | 17.2 | 172 | 0.4911 | 0.5888 | 0.4911 | 0.7008 |
138
+ | No log | 17.4 | 174 | 0.6011 | 0.5579 | 0.6011 | 0.7753 |
139
+ | No log | 17.6 | 176 | 0.8059 | 0.4260 | 0.8059 | 0.8977 |
140
+ | No log | 17.8 | 178 | 0.9074 | 0.3649 | 0.9074 | 0.9526 |
141
+ | No log | 18.0 | 180 | 0.7885 | 0.4260 | 0.7885 | 0.8880 |
142
+ | No log | 18.2 | 182 | 0.5997 | 0.5478 | 0.5997 | 0.7744 |
143
+ | No log | 18.4 | 184 | 0.5008 | 0.6286 | 0.5008 | 0.7077 |
144
+ | No log | 18.6 | 186 | 0.5591 | 0.5991 | 0.5591 | 0.7477 |
145
+ | No log | 18.8 | 188 | 0.5670 | 0.5342 | 0.5670 | 0.7530 |
146
+ | No log | 19.0 | 190 | 0.5513 | 0.5379 | 0.5513 | 0.7425 |
147
+ | No log | 19.2 | 192 | 0.5200 | 0.5395 | 0.5200 | 0.7211 |
148
+ | No log | 19.4 | 194 | 0.5147 | 0.5756 | 0.5147 | 0.7174 |
149
+ | No log | 19.6 | 196 | 0.5203 | 0.6100 | 0.5203 | 0.7213 |
150
+ | No log | 19.8 | 198 | 0.5245 | 0.6284 | 0.5245 | 0.7242 |
151
+ | No log | 20.0 | 200 | 0.5375 | 0.5769 | 0.5375 | 0.7331 |
152
+ | No log | 20.2 | 202 | 0.5426 | 0.5835 | 0.5426 | 0.7366 |
153
+ | No log | 20.4 | 204 | 0.5446 | 0.5809 | 0.5446 | 0.7379 |
154
+ | No log | 20.6 | 206 | 0.5319 | 0.5953 | 0.5319 | 0.7293 |
155
+ | No log | 20.8 | 208 | 0.5217 | 0.5929 | 0.5217 | 0.7223 |
156
+ | No log | 21.0 | 210 | 0.5147 | 0.5444 | 0.5147 | 0.7174 |
157
+ | No log | 21.2 | 212 | 0.5249 | 0.5289 | 0.5249 | 0.7245 |
158
+ | No log | 21.4 | 214 | 0.5309 | 0.5042 | 0.5309 | 0.7287 |
159
+ | No log | 21.6 | 216 | 0.5395 | 0.4788 | 0.5395 | 0.7345 |
160
+ | No log | 21.8 | 218 | 0.5290 | 0.5123 | 0.5290 | 0.7273 |
161
+ | No log | 22.0 | 220 | 0.5508 | 0.5712 | 0.5508 | 0.7422 |
162
+ | No log | 22.2 | 222 | 0.6026 | 0.5659 | 0.6026 | 0.7763 |
163
+ | No log | 22.4 | 224 | 0.5487 | 0.5624 | 0.5487 | 0.7407 |
164
+ | No log | 22.6 | 226 | 0.4756 | 0.6018 | 0.4756 | 0.6896 |
165
+ | No log | 22.8 | 228 | 0.4834 | 0.5714 | 0.4834 | 0.6953 |
166
+ | No log | 23.0 | 230 | 0.4839 | 0.5633 | 0.4839 | 0.6956 |
167
+ | No log | 23.2 | 232 | 0.4606 | 0.6228 | 0.4606 | 0.6787 |
168
+ | No log | 23.4 | 234 | 0.4884 | 0.5897 | 0.4884 | 0.6988 |
169
+ | No log | 23.6 | 236 | 0.5257 | 0.5814 | 0.5257 | 0.7251 |
170
+ | No log | 23.8 | 238 | 0.4879 | 0.5897 | 0.4879 | 0.6985 |
171
+ | No log | 24.0 | 240 | 0.4635 | 0.5874 | 0.4635 | 0.6808 |
172
+ | No log | 24.2 | 242 | 0.4692 | 0.6515 | 0.4692 | 0.6850 |
173
+ | No log | 24.4 | 244 | 0.4716 | 0.6526 | 0.4716 | 0.6868 |
174
+ | No log | 24.6 | 246 | 0.4628 | 0.6007 | 0.4628 | 0.6803 |
175
+ | No log | 24.8 | 248 | 0.4807 | 0.6970 | 0.4807 | 0.6933 |
176
+ | No log | 25.0 | 250 | 0.5230 | 0.6206 | 0.5230 | 0.7232 |
177
+ | No log | 25.2 | 252 | 0.5108 | 0.6283 | 0.5108 | 0.7147 |
178
+ | No log | 25.4 | 254 | 0.5000 | 0.6206 | 0.5000 | 0.7071 |
179
+ | No log | 25.6 | 256 | 0.4981 | 0.6459 | 0.4981 | 0.7058 |
180
+ | No log | 25.8 | 258 | 0.4974 | 0.6459 | 0.4974 | 0.7053 |
181
+ | No log | 26.0 | 260 | 0.4966 | 0.6459 | 0.4966 | 0.7047 |
182
+ | No log | 26.2 | 262 | 0.4855 | 0.6617 | 0.4855 | 0.6968 |
183
+ | No log | 26.4 | 264 | 0.4762 | 0.6454 | 0.4762 | 0.6901 |
184
+ | No log | 26.6 | 266 | 0.4822 | 0.6464 | 0.4822 | 0.6944 |
185
+ | No log | 26.8 | 268 | 0.4875 | 0.6394 | 0.4875 | 0.6982 |
186
+ | No log | 27.0 | 270 | 0.5196 | 0.6117 | 0.5196 | 0.7208 |
187
+ | No log | 27.2 | 272 | 0.4986 | 0.6703 | 0.4986 | 0.7061 |
188
+ | No log | 27.4 | 274 | 0.4722 | 0.6989 | 0.4722 | 0.6872 |
189
+ | No log | 27.6 | 276 | 0.4696 | 0.6989 | 0.4696 | 0.6853 |
190
+ | No log | 27.8 | 278 | 0.4696 | 0.6850 | 0.4696 | 0.6853 |
191
+ | No log | 28.0 | 280 | 0.4641 | 0.6927 | 0.4641 | 0.6813 |
192
+ | No log | 28.2 | 282 | 0.4710 | 0.6784 | 0.4710 | 0.6863 |
193
+ | No log | 28.4 | 284 | 0.4819 | 0.6784 | 0.4819 | 0.6942 |
194
+ | No log | 28.6 | 286 | 0.4978 | 0.6700 | 0.4978 | 0.7055 |
195
+ | No log | 28.8 | 288 | 0.5045 | 0.6768 | 0.5045 | 0.7103 |
196
+ | No log | 29.0 | 290 | 0.5282 | 0.6335 | 0.5282 | 0.7268 |
197
+ | No log | 29.2 | 292 | 0.5973 | 0.5779 | 0.5973 | 0.7728 |
198
+ | No log | 29.4 | 294 | 0.6517 | 0.5551 | 0.6517 | 0.8073 |
199
+ | No log | 29.6 | 296 | 0.5584 | 0.5910 | 0.5584 | 0.7473 |
200
+ | No log | 29.8 | 298 | 0.4819 | 0.6803 | 0.4819 | 0.6942 |
201
+ | No log | 30.0 | 300 | 0.4469 | 0.6953 | 0.4469 | 0.6685 |
202
+ | No log | 30.2 | 302 | 0.4396 | 0.6552 | 0.4396 | 0.6630 |
203
+ | No log | 30.4 | 304 | 0.4679 | 0.5983 | 0.4679 | 0.6840 |
204
+ | No log | 30.6 | 306 | 0.4838 | 0.5991 | 0.4838 | 0.6955 |
205
+ | No log | 30.8 | 308 | 0.4720 | 0.5729 | 0.4720 | 0.6870 |
206
+ | No log | 31.0 | 310 | 0.4665 | 0.6484 | 0.4665 | 0.6830 |
207
+ | No log | 31.2 | 312 | 0.4641 | 0.7004 | 0.4641 | 0.6813 |
208
+ | No log | 31.4 | 314 | 0.4660 | 0.7086 | 0.4660 | 0.6826 |
209
+ | No log | 31.6 | 316 | 0.4736 | 0.7086 | 0.4736 | 0.6882 |
210
+ | No log | 31.8 | 318 | 0.5062 | 0.7022 | 0.5062 | 0.7115 |
211
+ | No log | 32.0 | 320 | 0.4970 | 0.6886 | 0.4970 | 0.7050 |
212
+ | No log | 32.2 | 322 | 0.4634 | 0.6845 | 0.4634 | 0.6808 |
213
+ | No log | 32.4 | 324 | 0.4526 | 0.7022 | 0.4526 | 0.6728 |
214
+ | No log | 32.6 | 326 | 0.4516 | 0.6662 | 0.4516 | 0.6720 |
215
+ | No log | 32.8 | 328 | 0.4524 | 0.7004 | 0.4524 | 0.6726 |
216
+ | No log | 33.0 | 330 | 0.4580 | 0.7004 | 0.4580 | 0.6768 |
217
+ | No log | 33.2 | 332 | 0.4678 | 0.6923 | 0.4678 | 0.6840 |
218
+ | No log | 33.4 | 334 | 0.4793 | 0.6613 | 0.4793 | 0.6923 |
219
+ | No log | 33.6 | 336 | 0.4665 | 0.7004 | 0.4665 | 0.6830 |
220
+ | No log | 33.8 | 338 | 0.4856 | 0.6623 | 0.4856 | 0.6969 |
221
+ | No log | 34.0 | 340 | 0.5162 | 0.6271 | 0.5162 | 0.7185 |
222
+ | No log | 34.2 | 342 | 0.5196 | 0.5683 | 0.5196 | 0.7208 |
223
+ | No log | 34.4 | 344 | 0.4776 | 0.7110 | 0.4776 | 0.6911 |
224
+ | No log | 34.6 | 346 | 0.4724 | 0.7041 | 0.4724 | 0.6873 |
225
+ | No log | 34.8 | 348 | 0.4751 | 0.6676 | 0.4751 | 0.6893 |
226
+ | No log | 35.0 | 350 | 0.4840 | 0.6676 | 0.4840 | 0.6957 |
227
+ | No log | 35.2 | 352 | 0.4876 | 0.6823 | 0.4876 | 0.6982 |
228
+ | No log | 35.4 | 354 | 0.4906 | 0.6823 | 0.4906 | 0.7004 |
229
+ | No log | 35.6 | 356 | 0.4903 | 0.6974 | 0.4903 | 0.7002 |
230
+ | No log | 35.8 | 358 | 0.4917 | 0.6897 | 0.4917 | 0.7012 |
231
+ | No log | 36.0 | 360 | 0.5084 | 0.6639 | 0.5084 | 0.7130 |
232
+ | No log | 36.2 | 362 | 0.5309 | 0.5888 | 0.5309 | 0.7286 |
233
+ | No log | 36.4 | 364 | 0.5184 | 0.5587 | 0.5184 | 0.7200 |
234
+ | No log | 36.6 | 366 | 0.4842 | 0.5679 | 0.4842 | 0.6958 |
235
+ | No log | 36.8 | 368 | 0.4677 | 0.6185 | 0.4677 | 0.6839 |
236
+ | No log | 37.0 | 370 | 0.4803 | 0.6491 | 0.4803 | 0.6931 |
237
+ | No log | 37.2 | 372 | 0.4937 | 0.6526 | 0.4937 | 0.7027 |
238
+ | No log | 37.4 | 374 | 0.4914 | 0.7086 | 0.4914 | 0.7010 |
239
+ | No log | 37.6 | 376 | 0.4956 | 0.7147 | 0.4956 | 0.7040 |
240
+ | No log | 37.8 | 378 | 0.4998 | 0.7147 | 0.4998 | 0.7069 |
241
+ | No log | 38.0 | 380 | 0.4980 | 0.6997 | 0.4980 | 0.7057 |
242
+ | No log | 38.2 | 382 | 0.5043 | 0.6852 | 0.5043 | 0.7102 |
243
+ | No log | 38.4 | 384 | 0.4979 | 0.6852 | 0.4979 | 0.7056 |
244
+ | No log | 38.6 | 386 | 0.4827 | 0.7069 | 0.4827 | 0.6948 |
245
+ | No log | 38.8 | 388 | 0.4913 | 0.6706 | 0.4913 | 0.7010 |
246
+ | No log | 39.0 | 390 | 0.5108 | 0.6221 | 0.5108 | 0.7147 |
247
+ | No log | 39.2 | 392 | 0.5180 | 0.6143 | 0.5180 | 0.7197 |
248
+ | No log | 39.4 | 394 | 0.4845 | 0.6387 | 0.4845 | 0.6961 |
249
+ | No log | 39.6 | 396 | 0.4539 | 0.6743 | 0.4539 | 0.6737 |
250
+ | No log | 39.8 | 398 | 0.4584 | 0.6847 | 0.4584 | 0.6771 |
251
+ | No log | 40.0 | 400 | 0.4623 | 0.6847 | 0.4623 | 0.6799 |
252
+ | No log | 40.2 | 402 | 0.4565 | 0.6847 | 0.4565 | 0.6757 |
253
+ | No log | 40.4 | 404 | 0.4503 | 0.6735 | 0.4503 | 0.6711 |
254
+ | No log | 40.6 | 406 | 0.4810 | 0.6477 | 0.4810 | 0.6936 |
255
+ | No log | 40.8 | 408 | 0.5031 | 0.7082 | 0.5031 | 0.7093 |
256
+ | No log | 41.0 | 410 | 0.5100 | 0.7082 | 0.5100 | 0.7142 |
257
+ | No log | 41.2 | 412 | 0.5132 | 0.6874 | 0.5132 | 0.7164 |
258
+ | No log | 41.4 | 414 | 0.5189 | 0.6694 | 0.5189 | 0.7204 |
259
+ | No log | 41.6 | 416 | 0.5284 | 0.7006 | 0.5284 | 0.7269 |
260
+ | No log | 41.8 | 418 | 0.5135 | 0.6700 | 0.5135 | 0.7166 |
261
+ | No log | 42.0 | 420 | 0.4937 | 0.7067 | 0.4937 | 0.7026 |
262
+ | No log | 42.2 | 422 | 0.4870 | 0.6988 | 0.4870 | 0.6978 |
263
+ | No log | 42.4 | 424 | 0.4866 | 0.6570 | 0.4866 | 0.6975 |
264
+ | No log | 42.6 | 426 | 0.4868 | 0.6721 | 0.4868 | 0.6977 |
265
+ | No log | 42.8 | 428 | 0.4908 | 0.6879 | 0.4908 | 0.7005 |
266
+ | No log | 43.0 | 430 | 0.4982 | 0.6730 | 0.4982 | 0.7058 |
267
+ | No log | 43.2 | 432 | 0.4986 | 0.6888 | 0.4986 | 0.7061 |
268
+ | No log | 43.4 | 434 | 0.4965 | 0.6888 | 0.4965 | 0.7046 |
269
+ | No log | 43.6 | 436 | 0.4856 | 0.6730 | 0.4856 | 0.6968 |
270
+ | No log | 43.8 | 438 | 0.4767 | 0.6847 | 0.4767 | 0.6905 |
271
+ | No log | 44.0 | 440 | 0.4786 | 0.6860 | 0.4786 | 0.6918 |
272
+ | No log | 44.2 | 442 | 0.4740 | 0.6860 | 0.4740 | 0.6885 |
273
+ | No log | 44.4 | 444 | 0.4712 | 0.6745 | 0.4712 | 0.6865 |
274
+ | No log | 44.6 | 446 | 0.4770 | 0.6243 | 0.4770 | 0.6906 |
275
+ | No log | 44.8 | 448 | 0.4815 | 0.6073 | 0.4815 | 0.6939 |
276
+ | No log | 45.0 | 450 | 0.4827 | 0.5900 | 0.4827 | 0.6948 |
277
+ | No log | 45.2 | 452 | 0.4901 | 0.5786 | 0.4901 | 0.7001 |
278
+ | No log | 45.4 | 454 | 0.4839 | 0.5786 | 0.4839 | 0.6956 |
279
+ | No log | 45.6 | 456 | 0.4738 | 0.5899 | 0.4738 | 0.6883 |
280
+ | No log | 45.8 | 458 | 0.4747 | 0.6046 | 0.4747 | 0.6890 |
281
+ | No log | 46.0 | 460 | 0.4798 | 0.5860 | 0.4798 | 0.6927 |
282
+ | No log | 46.2 | 462 | 0.4789 | 0.6650 | 0.4789 | 0.6921 |
283
+ | No log | 46.4 | 464 | 0.4916 | 0.6815 | 0.4916 | 0.7012 |
284
+ | No log | 46.6 | 466 | 0.5150 | 0.6586 | 0.5150 | 0.7176 |
285
+ | No log | 46.8 | 468 | 0.5440 | 0.6246 | 0.5440 | 0.7375 |
286
+ | No log | 47.0 | 470 | 0.5578 | 0.6256 | 0.5578 | 0.7469 |
287
+ | No log | 47.2 | 472 | 0.5640 | 0.6544 | 0.5640 | 0.7510 |
288
+ | No log | 47.4 | 474 | 0.5774 | 0.6485 | 0.5774 | 0.7598 |
289
+ | No log | 47.6 | 476 | 0.5634 | 0.6568 | 0.5634 | 0.7506 |
290
+ | No log | 47.8 | 478 | 0.5293 | 0.6547 | 0.5293 | 0.7276 |
291
+ | No log | 48.0 | 480 | 0.4990 | 0.6783 | 0.4990 | 0.7064 |
292
+ | No log | 48.2 | 482 | 0.4870 | 0.6667 | 0.4870 | 0.6979 |
293
+ | No log | 48.4 | 484 | 0.4864 | 0.6569 | 0.4864 | 0.6975 |
294
+ | No log | 48.6 | 486 | 0.4933 | 0.6253 | 0.4933 | 0.7024 |
295
+ | No log | 48.8 | 488 | 0.4965 | 0.6152 | 0.4965 | 0.7046 |
296
+ | No log | 49.0 | 490 | 0.4904 | 0.6322 | 0.4904 | 0.7003 |
297
+ | No log | 49.2 | 492 | 0.4851 | 0.6569 | 0.4851 | 0.6965 |
298
+ | No log | 49.4 | 494 | 0.4926 | 0.6730 | 0.4926 | 0.7019 |
299
+ | No log | 49.6 | 496 | 0.4958 | 0.6253 | 0.4958 | 0.7041 |
300
+ | No log | 49.8 | 498 | 0.4932 | 0.6084 | 0.4932 | 0.7023 |
301
+ | 0.2885 | 50.0 | 500 | 0.4845 | 0.6569 | 0.4845 | 0.6961 |
302
+ | 0.2885 | 50.2 | 502 | 0.4785 | 0.6574 | 0.4785 | 0.6917 |
303
+ | 0.2885 | 50.4 | 504 | 0.4692 | 0.6751 | 0.4692 | 0.6850 |
304
+ | 0.2885 | 50.6 | 506 | 0.4684 | 0.6751 | 0.4684 | 0.6844 |
305
+ | 0.2885 | 50.8 | 508 | 0.4683 | 0.6171 | 0.4683 | 0.6843 |
306
+ | 0.2885 | 51.0 | 510 | 0.4798 | 0.6199 | 0.4798 | 0.6927 |
307
+ | 0.2885 | 51.2 | 512 | 0.5000 | 0.6282 | 0.5000 | 0.7071 |
308
+ | 0.2885 | 51.4 | 514 | 0.5157 | 0.6092 | 0.5157 | 0.7181 |
309
+ | 0.2885 | 51.6 | 516 | 0.5124 | 0.5920 | 0.5124 | 0.7158 |
310
 
311
 
312
  ### Framework versions