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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task7_organization

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  1. README.md +273 -274
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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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_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: 0.5142
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- - Qwk: 0.4468
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- - Mse: 0.5142
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- - Rmse: 0.7171
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  ## Model description
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@@ -49,274 +49,273 @@ 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 | 0.1176 | 2 | 2.5744 | -0.0230 | 2.5744 | 1.6045 |
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- | No log | 0.2353 | 4 | 1.1833 | 0.0736 | 1.1833 | 1.0878 |
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- | No log | 0.3529 | 6 | 0.8444 | 0.0937 | 0.8444 | 0.9189 |
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- | No log | 0.4706 | 8 | 0.7939 | 0.1962 | 0.7939 | 0.8910 |
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- | No log | 0.5882 | 10 | 0.7502 | 0.2099 | 0.7502 | 0.8661 |
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- | No log | 0.7059 | 12 | 0.7964 | 0.2440 | 0.7964 | 0.8924 |
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- | No log | 0.8235 | 14 | 0.8944 | 0.2626 | 0.8944 | 0.9457 |
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- | No log | 0.9412 | 16 | 0.6696 | 0.4289 | 0.6696 | 0.8183 |
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- | No log | 1.0588 | 18 | 0.6607 | 0.4235 | 0.6607 | 0.8128 |
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- | No log | 1.1765 | 20 | 0.6697 | 0.4881 | 0.6697 | 0.8184 |
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- | No log | 1.2941 | 22 | 0.6226 | 0.4126 | 0.6226 | 0.7890 |
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- | No log | 1.4118 | 24 | 0.7257 | 0.3547 | 0.7257 | 0.8519 |
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- | No log | 1.5294 | 26 | 0.6316 | 0.4322 | 0.6316 | 0.7947 |
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- | No log | 1.6471 | 28 | 0.5895 | 0.3213 | 0.5895 | 0.7678 |
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- | No log | 1.7647 | 30 | 0.6519 | 0.4089 | 0.6519 | 0.8074 |
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- | No log | 1.8824 | 32 | 0.7156 | 0.4051 | 0.7156 | 0.8460 |
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- | No log | 2.0 | 34 | 0.6237 | 0.3996 | 0.6237 | 0.7897 |
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- | No log | 2.1176 | 36 | 0.6124 | 0.4292 | 0.6124 | 0.7825 |
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- | No log | 2.2353 | 38 | 0.6451 | 0.4464 | 0.6451 | 0.8032 |
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- | No log | 2.3529 | 40 | 0.8534 | 0.4462 | 0.8534 | 0.9238 |
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- | No log | 2.4706 | 42 | 0.9420 | 0.3923 | 0.9420 | 0.9706 |
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- | No log | 2.5882 | 44 | 0.8798 | 0.4250 | 0.8798 | 0.9380 |
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- | No log | 2.7059 | 46 | 0.6160 | 0.4419 | 0.6160 | 0.7848 |
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- | No log | 2.8235 | 48 | 0.5852 | 0.4857 | 0.5852 | 0.7650 |
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- | No log | 2.9412 | 50 | 0.5791 | 0.5095 | 0.5791 | 0.7610 |
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- | No log | 3.0588 | 52 | 0.6046 | 0.5098 | 0.6046 | 0.7776 |
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- | No log | 3.1765 | 54 | 0.5871 | 0.4872 | 0.5871 | 0.7663 |
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- | No log | 3.2941 | 56 | 0.5749 | 0.5291 | 0.5749 | 0.7582 |
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- | No log | 3.4118 | 58 | 0.5266 | 0.5517 | 0.5266 | 0.7257 |
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- | No log | 3.5294 | 60 | 0.5528 | 0.5298 | 0.5528 | 0.7435 |
82
- | No log | 3.6471 | 62 | 0.5714 | 0.5486 | 0.5714 | 0.7559 |
83
- | No log | 3.7647 | 64 | 0.5417 | 0.5486 | 0.5417 | 0.7360 |
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- | No log | 3.8824 | 66 | 0.5201 | 0.5471 | 0.5201 | 0.7211 |
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- | No log | 4.0 | 68 | 0.4940 | 0.6245 | 0.4940 | 0.7029 |
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- | No log | 4.1176 | 70 | 0.6473 | 0.4702 | 0.6473 | 0.8045 |
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- | No log | 4.2353 | 72 | 0.5973 | 0.4602 | 0.5973 | 0.7728 |
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- | No log | 4.3529 | 74 | 0.4972 | 0.5597 | 0.4972 | 0.7051 |
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- | No log | 4.4706 | 76 | 0.5848 | 0.4997 | 0.5848 | 0.7647 |
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- | No log | 4.5882 | 78 | 0.4733 | 0.6228 | 0.4733 | 0.6879 |
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- | No log | 4.7059 | 80 | 0.5885 | 0.4527 | 0.5885 | 0.7671 |
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- | No log | 4.8235 | 82 | 0.8016 | 0.3583 | 0.8016 | 0.8953 |
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- | No log | 4.9412 | 84 | 0.6488 | 0.3228 | 0.6488 | 0.8055 |
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- | No log | 5.0588 | 86 | 0.4991 | 0.5095 | 0.4991 | 0.7065 |
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- | No log | 5.1765 | 88 | 0.5795 | 0.4769 | 0.5795 | 0.7613 |
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- | No log | 5.2941 | 90 | 0.5231 | 0.5472 | 0.5231 | 0.7233 |
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- | No log | 5.4118 | 92 | 0.5737 | 0.5078 | 0.5737 | 0.7574 |
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- | No log | 5.5294 | 94 | 0.6327 | 0.4482 | 0.6327 | 0.7954 |
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- | No log | 5.6471 | 96 | 0.5486 | 0.4484 | 0.5486 | 0.7407 |
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- | No log | 5.7647 | 98 | 0.7566 | 0.4199 | 0.7566 | 0.8698 |
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- | No log | 5.8824 | 100 | 1.0217 | 0.4189 | 1.0217 | 1.0108 |
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- | No log | 6.0 | 102 | 0.9632 | 0.4481 | 0.9632 | 0.9814 |
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- | No log | 6.1176 | 104 | 0.6720 | 0.4023 | 0.6720 | 0.8198 |
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- | No log | 6.2353 | 106 | 0.5568 | 0.5024 | 0.5568 | 0.7462 |
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- | No log | 6.3529 | 108 | 0.5711 | 0.4096 | 0.5711 | 0.7557 |
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- | No log | 6.4706 | 110 | 0.5557 | 0.5141 | 0.5557 | 0.7455 |
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- | No log | 6.5882 | 112 | 0.7104 | 0.4550 | 0.7104 | 0.8429 |
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- | No log | 6.7059 | 114 | 0.8268 | 0.4877 | 0.8268 | 0.9093 |
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- | No log | 6.8235 | 116 | 0.7601 | 0.4741 | 0.7601 | 0.8719 |
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- | No log | 6.9412 | 118 | 0.6512 | 0.4335 | 0.6512 | 0.8069 |
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- | No log | 7.0588 | 120 | 0.4944 | 0.5609 | 0.4944 | 0.7031 |
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- | No log | 7.1765 | 122 | 0.5107 | 0.6156 | 0.5107 | 0.7146 |
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- | No log | 7.2941 | 124 | 0.4932 | 0.6020 | 0.4932 | 0.7023 |
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- | No log | 7.4118 | 126 | 0.4767 | 0.6046 | 0.4767 | 0.6904 |
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- | No log | 7.5294 | 128 | 0.5626 | 0.4864 | 0.5626 | 0.7501 |
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- | No log | 7.6471 | 130 | 0.5253 | 0.5324 | 0.5253 | 0.7248 |
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- | No log | 7.7647 | 132 | 0.5008 | 0.6197 | 0.5008 | 0.7077 |
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- | No log | 7.8824 | 134 | 0.6685 | 0.4978 | 0.6685 | 0.8176 |
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- | No log | 8.0 | 136 | 0.7384 | 0.4683 | 0.7384 | 0.8593 |
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- | No log | 8.1176 | 138 | 0.6013 | 0.5387 | 0.6013 | 0.7754 |
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- | No log | 8.2353 | 140 | 0.5111 | 0.5781 | 0.5111 | 0.7149 |
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- | No log | 8.3529 | 142 | 0.5312 | 0.4724 | 0.5312 | 0.7288 |
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- | No log | 8.4706 | 144 | 0.5725 | 0.4542 | 0.5725 | 0.7567 |
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- | No log | 8.5882 | 146 | 0.5227 | 0.5034 | 0.5227 | 0.7230 |
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- | No log | 8.7059 | 148 | 0.5242 | 0.5195 | 0.5242 | 0.7240 |
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- | No log | 8.8235 | 150 | 0.5331 | 0.5589 | 0.5331 | 0.7302 |
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- | No log | 8.9412 | 152 | 0.5619 | 0.5357 | 0.5619 | 0.7496 |
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- | No log | 9.0588 | 154 | 0.6476 | 0.5111 | 0.6476 | 0.8047 |
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- | No log | 9.1765 | 156 | 0.6726 | 0.5208 | 0.6726 | 0.8201 |
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- | No log | 9.2941 | 158 | 0.5804 | 0.5442 | 0.5804 | 0.7618 |
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- | No log | 9.4118 | 160 | 0.5656 | 0.5150 | 0.5656 | 0.7520 |
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- | No log | 9.5294 | 162 | 0.5693 | 0.5617 | 0.5693 | 0.7545 |
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- | No log | 9.6471 | 164 | 0.6528 | 0.5259 | 0.6528 | 0.8079 |
134
- | No log | 9.7647 | 166 | 0.7140 | 0.4684 | 0.7140 | 0.8450 |
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- | No log | 9.8824 | 168 | 0.7496 | 0.4502 | 0.7496 | 0.8658 |
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- | No log | 10.0 | 170 | 0.6333 | 0.4827 | 0.6333 | 0.7958 |
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- | No log | 10.1176 | 172 | 0.5464 | 0.5214 | 0.5464 | 0.7392 |
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- | No log | 10.2353 | 174 | 0.5454 | 0.5070 | 0.5454 | 0.7385 |
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- | No log | 10.3529 | 176 | 0.5942 | 0.4727 | 0.5942 | 0.7709 |
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- | No log | 10.4706 | 178 | 0.5693 | 0.4901 | 0.5693 | 0.7545 |
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- | No log | 10.5882 | 180 | 0.5236 | 0.5095 | 0.5236 | 0.7236 |
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- | No log | 10.7059 | 182 | 0.6056 | 0.4925 | 0.6056 | 0.7782 |
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- | No log | 10.8235 | 184 | 0.6070 | 0.4925 | 0.6070 | 0.7791 |
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- | No log | 10.9412 | 186 | 0.5723 | 0.4997 | 0.5723 | 0.7565 |
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- | No log | 11.0588 | 188 | 0.5139 | 0.5601 | 0.5139 | 0.7169 |
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- | No log | 11.1765 | 190 | 0.4763 | 0.5734 | 0.4763 | 0.6901 |
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- | No log | 11.2941 | 192 | 0.4690 | 0.5584 | 0.4690 | 0.6848 |
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- | No log | 11.4118 | 194 | 0.4761 | 0.6214 | 0.4761 | 0.6900 |
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- | No log | 11.5294 | 196 | 0.5308 | 0.5342 | 0.5308 | 0.7286 |
150
- | No log | 11.6471 | 198 | 0.5356 | 0.5342 | 0.5356 | 0.7319 |
151
- | No log | 11.7647 | 200 | 0.5366 | 0.5591 | 0.5366 | 0.7325 |
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- | No log | 11.8824 | 202 | 0.4806 | 0.6227 | 0.4806 | 0.6932 |
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- | No log | 12.0 | 204 | 0.4617 | 0.6197 | 0.4617 | 0.6795 |
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- | No log | 12.1176 | 206 | 0.4566 | 0.6530 | 0.4566 | 0.6757 |
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- | No log | 12.2353 | 208 | 0.4898 | 0.6025 | 0.4898 | 0.6999 |
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- | No log | 12.3529 | 210 | 0.4746 | 0.5501 | 0.4746 | 0.6889 |
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- | No log | 12.4706 | 212 | 0.4510 | 0.6242 | 0.4510 | 0.6716 |
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- | No log | 12.5882 | 214 | 0.5044 | 0.5869 | 0.5044 | 0.7102 |
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- | No log | 12.7059 | 216 | 0.5079 | 0.6342 | 0.5079 | 0.7127 |
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- | No log | 12.8235 | 218 | 0.4666 | 0.6395 | 0.4666 | 0.6831 |
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- | No log | 12.9412 | 220 | 0.4661 | 0.6158 | 0.4661 | 0.6827 |
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- | No log | 13.0588 | 222 | 0.4759 | 0.6561 | 0.4759 | 0.6899 |
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- | No log | 13.1765 | 224 | 0.4847 | 0.6405 | 0.4847 | 0.6962 |
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- | No log | 13.2941 | 226 | 0.5086 | 0.6362 | 0.5086 | 0.7132 |
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- | No log | 13.4118 | 228 | 0.5349 | 0.6459 | 0.5349 | 0.7314 |
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- | No log | 13.5294 | 230 | 0.5106 | 0.5868 | 0.5106 | 0.7145 |
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- | No log | 13.6471 | 232 | 0.4684 | 0.6330 | 0.4684 | 0.6844 |
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- | No log | 13.7647 | 234 | 0.4982 | 0.5655 | 0.4982 | 0.7059 |
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- | No log | 13.8824 | 236 | 0.5295 | 0.5252 | 0.5295 | 0.7277 |
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- | No log | 14.0 | 238 | 0.5333 | 0.5252 | 0.5333 | 0.7303 |
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- | No log | 14.1176 | 240 | 0.4820 | 0.5485 | 0.4820 | 0.6943 |
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- | No log | 14.2353 | 242 | 0.4919 | 0.5750 | 0.4919 | 0.7014 |
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- | No log | 14.3529 | 244 | 0.5068 | 0.6130 | 0.5068 | 0.7119 |
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- | No log | 14.4706 | 246 | 0.4916 | 0.6398 | 0.4916 | 0.7011 |
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- | No log | 14.5882 | 248 | 0.4929 | 0.6862 | 0.4929 | 0.7021 |
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- | No log | 14.7059 | 250 | 0.4929 | 0.6942 | 0.4929 | 0.7021 |
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- | No log | 14.8235 | 252 | 0.5347 | 0.6870 | 0.5347 | 0.7312 |
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- | No log | 14.9412 | 254 | 0.5344 | 0.6468 | 0.5344 | 0.7310 |
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- | No log | 15.0588 | 256 | 0.4738 | 0.6793 | 0.4738 | 0.6884 |
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- | No log | 15.1765 | 258 | 0.4429 | 0.6929 | 0.4429 | 0.6655 |
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- | No log | 15.2941 | 260 | 0.4663 | 0.6101 | 0.4663 | 0.6829 |
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- | No log | 15.4118 | 262 | 0.5105 | 0.4967 | 0.5105 | 0.7145 |
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- | No log | 15.5294 | 264 | 0.5357 | 0.5022 | 0.5357 | 0.7319 |
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- | No log | 15.6471 | 266 | 0.4807 | 0.6188 | 0.4807 | 0.6933 |
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- | No log | 15.7647 | 268 | 0.4685 | 0.6441 | 0.4685 | 0.6845 |
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- | No log | 15.8824 | 270 | 0.4687 | 0.6088 | 0.4687 | 0.6846 |
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- | No log | 16.0 | 272 | 0.4715 | 0.6239 | 0.4715 | 0.6867 |
188
- | No log | 16.1176 | 274 | 0.4754 | 0.5909 | 0.4754 | 0.6895 |
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- | No log | 16.2353 | 276 | 0.5021 | 0.5736 | 0.5021 | 0.7086 |
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- | No log | 16.3529 | 278 | 0.4999 | 0.5965 | 0.4999 | 0.7070 |
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- | No log | 16.4706 | 280 | 0.5000 | 0.5867 | 0.5000 | 0.7071 |
192
- | No log | 16.5882 | 282 | 0.4903 | 0.5455 | 0.4903 | 0.7002 |
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- | No log | 16.7059 | 284 | 0.5040 | 0.6300 | 0.5040 | 0.7099 |
194
- | No log | 16.8235 | 286 | 0.5212 | 0.6105 | 0.5212 | 0.7220 |
195
- | No log | 16.9412 | 288 | 0.5250 | 0.5341 | 0.5250 | 0.7245 |
196
- | No log | 17.0588 | 290 | 0.5235 | 0.5609 | 0.5235 | 0.7235 |
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- | No log | 17.1765 | 292 | 0.5244 | 0.5413 | 0.5244 | 0.7242 |
198
- | No log | 17.2941 | 294 | 0.5286 | 0.5141 | 0.5286 | 0.7271 |
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- | No log | 17.4118 | 296 | 0.5717 | 0.5327 | 0.5717 | 0.7561 |
200
- | No log | 17.5294 | 298 | 0.5967 | 0.5117 | 0.5967 | 0.7724 |
201
- | No log | 17.6471 | 300 | 0.5682 | 0.5059 | 0.5682 | 0.7538 |
202
- | No log | 17.7647 | 302 | 0.5390 | 0.5677 | 0.5390 | 0.7342 |
203
- | No log | 17.8824 | 304 | 0.5157 | 0.5516 | 0.5157 | 0.7181 |
204
- | No log | 18.0 | 306 | 0.5167 | 0.5836 | 0.5167 | 0.7188 |
205
- | No log | 18.1176 | 308 | 0.5375 | 0.5597 | 0.5375 | 0.7331 |
206
- | No log | 18.2353 | 310 | 0.5199 | 0.5836 | 0.5199 | 0.7211 |
207
- | No log | 18.3529 | 312 | 0.4968 | 0.6201 | 0.4968 | 0.7049 |
208
- | No log | 18.4706 | 314 | 0.4899 | 0.6414 | 0.4899 | 0.6999 |
209
- | No log | 18.5882 | 316 | 0.4901 | 0.6241 | 0.4901 | 0.7000 |
210
- | No log | 18.7059 | 318 | 0.5057 | 0.6388 | 0.5057 | 0.7111 |
211
- | No log | 18.8235 | 320 | 0.5422 | 0.5538 | 0.5422 | 0.7363 |
212
- | No log | 18.9412 | 322 | 0.5135 | 0.5812 | 0.5135 | 0.7166 |
213
- | No log | 19.0588 | 324 | 0.5098 | 0.5596 | 0.5098 | 0.7140 |
214
- | No log | 19.1765 | 326 | 0.4956 | 0.5446 | 0.4956 | 0.7040 |
215
- | No log | 19.2941 | 328 | 0.4945 | 0.5980 | 0.4945 | 0.7032 |
216
- | No log | 19.4118 | 330 | 0.4938 | 0.6169 | 0.4938 | 0.7027 |
217
- | No log | 19.5294 | 332 | 0.4919 | 0.5915 | 0.4919 | 0.7014 |
218
- | No log | 19.6471 | 334 | 0.4981 | 0.5656 | 0.4981 | 0.7057 |
219
- | No log | 19.7647 | 336 | 0.5503 | 0.6170 | 0.5503 | 0.7418 |
220
- | No log | 19.8824 | 338 | 0.5706 | 0.7057 | 0.5706 | 0.7554 |
221
- | No log | 20.0 | 340 | 0.5519 | 0.6863 | 0.5519 | 0.7429 |
222
- | No log | 20.1176 | 342 | 0.5394 | 0.5858 | 0.5394 | 0.7344 |
223
- | No log | 20.2353 | 344 | 0.4954 | 0.5827 | 0.4954 | 0.7039 |
224
- | No log | 20.3529 | 346 | 0.4628 | 0.6228 | 0.4628 | 0.6803 |
225
- | No log | 20.4706 | 348 | 0.4434 | 0.5550 | 0.4434 | 0.6659 |
226
- | No log | 20.5882 | 350 | 0.4572 | 0.6111 | 0.4572 | 0.6762 |
227
- | No log | 20.7059 | 352 | 0.4580 | 0.5883 | 0.4580 | 0.6768 |
228
- | No log | 20.8235 | 354 | 0.4520 | 0.5386 | 0.4520 | 0.6723 |
229
- | No log | 20.9412 | 356 | 0.4895 | 0.5736 | 0.4895 | 0.6997 |
230
- | No log | 21.0588 | 358 | 0.5193 | 0.5510 | 0.5193 | 0.7206 |
231
- | No log | 21.1765 | 360 | 0.4944 | 0.5831 | 0.4944 | 0.7031 |
232
- | No log | 21.2941 | 362 | 0.4622 | 0.6627 | 0.4622 | 0.6799 |
233
- | No log | 21.4118 | 364 | 0.4838 | 0.5663 | 0.4838 | 0.6955 |
234
- | No log | 21.5294 | 366 | 0.5064 | 0.5407 | 0.5064 | 0.7116 |
235
- | No log | 21.6471 | 368 | 0.4786 | 0.5943 | 0.4786 | 0.6918 |
236
- | No log | 21.7647 | 370 | 0.4618 | 0.6341 | 0.4618 | 0.6795 |
237
- | No log | 21.8824 | 372 | 0.4559 | 0.6505 | 0.4559 | 0.6752 |
238
- | No log | 22.0 | 374 | 0.4433 | 0.6636 | 0.4433 | 0.6658 |
239
- | No log | 22.1176 | 376 | 0.4719 | 0.6066 | 0.4719 | 0.6869 |
240
- | No log | 22.2353 | 378 | 0.5131 | 0.6036 | 0.5131 | 0.7163 |
241
- | No log | 22.3529 | 380 | 0.5029 | 0.6036 | 0.5029 | 0.7092 |
242
- | No log | 22.4706 | 382 | 0.4666 | 0.6677 | 0.4666 | 0.6831 |
243
- | No log | 22.5882 | 384 | 0.4552 | 0.7158 | 0.4552 | 0.6747 |
244
- | No log | 22.7059 | 386 | 0.4515 | 0.6797 | 0.4515 | 0.6720 |
245
- | No log | 22.8235 | 388 | 0.4426 | 0.7208 | 0.4426 | 0.6653 |
246
- | No log | 22.9412 | 390 | 0.4680 | 0.6698 | 0.4680 | 0.6841 |
247
- | No log | 23.0588 | 392 | 0.4841 | 0.6431 | 0.4841 | 0.6958 |
248
- | No log | 23.1765 | 394 | 0.4616 | 0.6491 | 0.4616 | 0.6794 |
249
- | No log | 23.2941 | 396 | 0.4580 | 0.7104 | 0.4580 | 0.6768 |
250
- | No log | 23.4118 | 398 | 0.4650 | 0.7284 | 0.4650 | 0.6819 |
251
- | No log | 23.5294 | 400 | 0.4703 | 0.6899 | 0.4703 | 0.6858 |
252
- | No log | 23.6471 | 402 | 0.4732 | 0.7101 | 0.4732 | 0.6879 |
253
- | No log | 23.7647 | 404 | 0.4731 | 0.7273 | 0.4731 | 0.6878 |
254
- | No log | 23.8824 | 406 | 0.4679 | 0.6919 | 0.4679 | 0.6841 |
255
- | No log | 24.0 | 408 | 0.4767 | 0.6115 | 0.4767 | 0.6904 |
256
- | No log | 24.1176 | 410 | 0.4910 | 0.5923 | 0.4910 | 0.7007 |
257
- | No log | 24.2353 | 412 | 0.4840 | 0.5593 | 0.4840 | 0.6957 |
258
- | No log | 24.3529 | 414 | 0.4842 | 0.5133 | 0.4842 | 0.6958 |
259
- | No log | 24.4706 | 416 | 0.4953 | 0.5339 | 0.4953 | 0.7038 |
260
- | No log | 24.5882 | 418 | 0.4795 | 0.6068 | 0.4795 | 0.6925 |
261
- | No log | 24.7059 | 420 | 0.4610 | 0.6443 | 0.4610 | 0.6790 |
262
- | No log | 24.8235 | 422 | 0.4581 | 0.6530 | 0.4581 | 0.6769 |
263
- | No log | 24.9412 | 424 | 0.4638 | 0.6088 | 0.4638 | 0.6810 |
264
- | No log | 25.0588 | 426 | 0.4469 | 0.6241 | 0.4469 | 0.6685 |
265
- | No log | 25.1765 | 428 | 0.4415 | 0.6542 | 0.4415 | 0.6644 |
266
- | No log | 25.2941 | 430 | 0.4597 | 0.6168 | 0.4597 | 0.6780 |
267
- | No log | 25.4118 | 432 | 0.4630 | 0.5714 | 0.4630 | 0.6804 |
268
- | No log | 25.5294 | 434 | 0.4552 | 0.5846 | 0.4552 | 0.6747 |
269
- | No log | 25.6471 | 436 | 0.4724 | 0.5897 | 0.4724 | 0.6873 |
270
- | No log | 25.7647 | 438 | 0.5761 | 0.5096 | 0.5761 | 0.7590 |
271
- | No log | 25.8824 | 440 | 0.6618 | 0.5251 | 0.6618 | 0.8135 |
272
- | No log | 26.0 | 442 | 0.6268 | 0.5147 | 0.6268 | 0.7917 |
273
- | No log | 26.1176 | 444 | 0.5291 | 0.5206 | 0.5291 | 0.7274 |
274
- | No log | 26.2353 | 446 | 0.4756 | 0.5248 | 0.4756 | 0.6897 |
275
- | No log | 26.3529 | 448 | 0.4653 | 0.5248 | 0.4653 | 0.6821 |
276
- | No log | 26.4706 | 450 | 0.4687 | 0.5657 | 0.4687 | 0.6846 |
277
- | No log | 26.5882 | 452 | 0.5000 | 0.5111 | 0.5000 | 0.7071 |
278
- | No log | 26.7059 | 454 | 0.5350 | 0.4684 | 0.5350 | 0.7314 |
279
- | No log | 26.8235 | 456 | 0.5646 | 0.4997 | 0.5646 | 0.7514 |
280
- | No log | 26.9412 | 458 | 0.5440 | 0.5206 | 0.5440 | 0.7375 |
281
- | No log | 27.0588 | 460 | 0.4946 | 0.5867 | 0.4946 | 0.7032 |
282
- | No log | 27.1765 | 462 | 0.4824 | 0.6326 | 0.4824 | 0.6946 |
283
- | No log | 27.2941 | 464 | 0.4874 | 0.5974 | 0.4874 | 0.6982 |
284
- | No log | 27.4118 | 466 | 0.4853 | 0.6623 | 0.4853 | 0.6967 |
285
- | No log | 27.5294 | 468 | 0.4752 | 0.6252 | 0.4752 | 0.6894 |
286
- | No log | 27.6471 | 470 | 0.4638 | 0.6650 | 0.4638 | 0.6810 |
287
- | No log | 27.7647 | 472 | 0.4713 | 0.5797 | 0.4713 | 0.6865 |
288
- | No log | 27.8824 | 474 | 0.4778 | 0.5596 | 0.4778 | 0.6912 |
289
- | No log | 28.0 | 476 | 0.4748 | 0.5672 | 0.4748 | 0.6891 |
290
- | No log | 28.1176 | 478 | 0.4648 | 0.6039 | 0.4648 | 0.6817 |
291
- | No log | 28.2353 | 480 | 0.4860 | 0.5671 | 0.4860 | 0.6971 |
292
- | No log | 28.3529 | 482 | 0.5246 | 0.5639 | 0.5246 | 0.7243 |
293
- | No log | 28.4706 | 484 | 0.5493 | 0.5639 | 0.5493 | 0.7412 |
294
- | No log | 28.5882 | 486 | 0.5385 | 0.5639 | 0.5385 | 0.7338 |
295
- | No log | 28.7059 | 488 | 0.5182 | 0.5307 | 0.5182 | 0.7198 |
296
- | No log | 28.8235 | 490 | 0.5049 | 0.5307 | 0.5049 | 0.7105 |
297
- | No log | 28.9412 | 492 | 0.5074 | 0.5307 | 0.5074 | 0.7123 |
298
- | No log | 29.0588 | 494 | 0.5000 | 0.5671 | 0.5000 | 0.7071 |
299
- | No log | 29.1765 | 496 | 0.5030 | 0.5671 | 0.5030 | 0.7092 |
300
- | No log | 29.2941 | 498 | 0.5045 | 0.4964 | 0.5045 | 0.7103 |
301
- | 0.2772 | 29.4118 | 500 | 0.4922 | 0.4983 | 0.4922 | 0.7016 |
302
- | 0.2772 | 29.5294 | 502 | 0.4824 | 0.4983 | 0.4824 | 0.6945 |
303
- | 0.2772 | 29.6471 | 504 | 0.4875 | 0.5657 | 0.4875 | 0.6982 |
304
- | 0.2772 | 29.7647 | 506 | 0.5173 | 0.4684 | 0.5173 | 0.7192 |
305
- | 0.2772 | 29.8824 | 508 | 0.5791 | 0.4430 | 0.5791 | 0.7610 |
306
- | 0.2772 | 30.0 | 510 | 0.6078 | 0.4759 | 0.6078 | 0.7796 |
307
- | 0.2772 | 30.1176 | 512 | 0.5557 | 0.4845 | 0.5557 | 0.7455 |
308
- | 0.2772 | 30.2353 | 514 | 0.4961 | 0.5131 | 0.4961 | 0.7043 |
309
- | 0.2772 | 30.3529 | 516 | 0.4918 | 0.5248 | 0.4918 | 0.7013 |
310
- | 0.2772 | 30.4706 | 518 | 0.5006 | 0.5600 | 0.5006 | 0.7076 |
311
- | 0.2772 | 30.5882 | 520 | 0.5023 | 0.5600 | 0.5023 | 0.7087 |
312
- | 0.2772 | 30.7059 | 522 | 0.5076 | 0.5248 | 0.5076 | 0.7124 |
313
- | 0.2772 | 30.8235 | 524 | 0.5358 | 0.5601 | 0.5358 | 0.7320 |
314
- | 0.2772 | 30.9412 | 526 | 0.5471 | 0.5677 | 0.5471 | 0.7397 |
315
- | 0.2772 | 31.0588 | 528 | 0.5472 | 0.4614 | 0.5472 | 0.7398 |
316
- | 0.2772 | 31.1765 | 530 | 0.5406 | 0.4614 | 0.5406 | 0.7353 |
317
- | 0.2772 | 31.2941 | 532 | 0.5312 | 0.4803 | 0.5312 | 0.7289 |
318
- | 0.2772 | 31.4118 | 534 | 0.5217 | 0.4538 | 0.5217 | 0.7223 |
319
- | 0.2772 | 31.5294 | 536 | 0.5142 | 0.4468 | 0.5142 | 0.7171 |
320
 
321
 
322
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_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: 0.8309
19
+ - Qwk: 0.2888
20
+ - Mse: 0.8309
21
+ - Rmse: 0.9115
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 2.5119 | -0.0109 | 2.5119 | 1.5849 |
53
+ | No log | 0.1818 | 4 | 1.2360 | 0.0985 | 1.2360 | 1.1118 |
54
+ | No log | 0.2727 | 6 | 0.9804 | -0.1408 | 0.9804 | 0.9901 |
55
+ | No log | 0.3636 | 8 | 0.8566 | 0.2440 | 0.8566 | 0.9255 |
56
+ | No log | 0.4545 | 10 | 1.0787 | 0.2100 | 1.0787 | 1.0386 |
57
+ | No log | 0.5455 | 12 | 1.5784 | 0.0257 | 1.5784 | 1.2564 |
58
+ | No log | 0.6364 | 14 | 1.7402 | -0.0209 | 1.7402 | 1.3192 |
59
+ | No log | 0.7273 | 16 | 1.5733 | -0.0422 | 1.5733 | 1.2543 |
60
+ | No log | 0.8182 | 18 | 1.1913 | 0.0134 | 1.1913 | 1.0914 |
61
+ | No log | 0.9091 | 20 | 1.1650 | -0.1013 | 1.1650 | 1.0793 |
62
+ | No log | 1.0 | 22 | 1.0620 | -0.0146 | 1.0620 | 1.0306 |
63
+ | No log | 1.0909 | 24 | 0.9207 | 0.1444 | 0.9207 | 0.9595 |
64
+ | No log | 1.1818 | 26 | 0.9454 | 0.1822 | 0.9454 | 0.9723 |
65
+ | No log | 1.2727 | 28 | 0.9189 | 0.1962 | 0.9189 | 0.9586 |
66
+ | No log | 1.3636 | 30 | 0.8722 | 0.2817 | 0.8722 | 0.9339 |
67
+ | No log | 1.4545 | 32 | 0.8167 | 0.1686 | 0.8167 | 0.9037 |
68
+ | No log | 1.5455 | 34 | 0.7943 | 0.1136 | 0.7943 | 0.8912 |
69
+ | No log | 1.6364 | 36 | 0.7926 | 0.1519 | 0.7926 | 0.8903 |
70
+ | No log | 1.7273 | 38 | 0.7638 | 0.2193 | 0.7638 | 0.8739 |
71
+ | No log | 1.8182 | 40 | 0.7964 | 0.2558 | 0.7964 | 0.8924 |
72
+ | No log | 1.9091 | 42 | 0.9184 | 0.2692 | 0.9184 | 0.9584 |
73
+ | No log | 2.0 | 44 | 0.9222 | 0.2692 | 0.9222 | 0.9603 |
74
+ | No log | 2.0909 | 46 | 0.8586 | 0.1766 | 0.8586 | 0.9266 |
75
+ | No log | 2.1818 | 48 | 0.7782 | 0.2227 | 0.7782 | 0.8821 |
76
+ | No log | 2.2727 | 50 | 0.7401 | 0.2158 | 0.7401 | 0.8603 |
77
+ | No log | 2.3636 | 52 | 0.7460 | 0.1737 | 0.7460 | 0.8637 |
78
+ | No log | 2.4545 | 54 | 0.7704 | 0.1225 | 0.7704 | 0.8777 |
79
+ | No log | 2.5455 | 56 | 0.7848 | 0.1550 | 0.7848 | 0.8859 |
80
+ | No log | 2.6364 | 58 | 0.7854 | 0.1222 | 0.7854 | 0.8862 |
81
+ | No log | 2.7273 | 60 | 0.7807 | 0.1733 | 0.7807 | 0.8836 |
82
+ | No log | 2.8182 | 62 | 0.7643 | 0.2126 | 0.7643 | 0.8742 |
83
+ | No log | 2.9091 | 64 | 0.7631 | 0.1729 | 0.7631 | 0.8735 |
84
+ | No log | 3.0 | 66 | 0.7588 | 0.2349 | 0.7588 | 0.8711 |
85
+ | No log | 3.0909 | 68 | 0.7997 | 0.3186 | 0.7997 | 0.8943 |
86
+ | No log | 3.1818 | 70 | 0.9214 | 0.4089 | 0.9214 | 0.9599 |
87
+ | No log | 3.2727 | 72 | 1.0659 | 0.3648 | 1.0659 | 1.0324 |
88
+ | No log | 3.3636 | 74 | 1.0364 | 0.3822 | 1.0364 | 1.0180 |
89
+ | No log | 3.4545 | 76 | 1.0107 | 0.3822 | 1.0107 | 1.0054 |
90
+ | No log | 3.5455 | 78 | 1.0000 | 0.3186 | 1.0000 | 1.0000 |
91
+ | No log | 3.6364 | 80 | 0.9537 | 0.3326 | 0.9537 | 0.9766 |
92
+ | No log | 3.7273 | 82 | 0.8871 | 0.3300 | 0.8871 | 0.9419 |
93
+ | No log | 3.8182 | 84 | 0.8255 | 0.3161 | 0.8255 | 0.9086 |
94
+ | No log | 3.9091 | 86 | 0.9309 | 0.3425 | 0.9309 | 0.9648 |
95
+ | No log | 4.0 | 88 | 1.0038 | 0.3409 | 1.0038 | 1.0019 |
96
+ | No log | 4.0909 | 90 | 0.9645 | 0.3169 | 0.9645 | 0.9821 |
97
+ | No log | 4.1818 | 92 | 0.8790 | 0.3234 | 0.8790 | 0.9376 |
98
+ | No log | 4.2727 | 94 | 0.8484 | 0.3372 | 0.8484 | 0.9211 |
99
+ | No log | 4.3636 | 96 | 0.8565 | 0.2988 | 0.8565 | 0.9255 |
100
+ | No log | 4.4545 | 98 | 0.8469 | 0.2594 | 0.8469 | 0.9203 |
101
+ | No log | 4.5455 | 100 | 0.8494 | 0.2934 | 0.8494 | 0.9217 |
102
+ | No log | 4.6364 | 102 | 0.8748 | 0.3117 | 0.8748 | 0.9353 |
103
+ | No log | 4.7273 | 104 | 0.8828 | 0.3141 | 0.8828 | 0.9396 |
104
+ | No log | 4.8182 | 106 | 0.8898 | 0.2388 | 0.8898 | 0.9433 |
105
+ | No log | 4.9091 | 108 | 0.9029 | 0.2492 | 0.9029 | 0.9502 |
106
+ | No log | 5.0 | 110 | 0.8918 | 0.2231 | 0.8918 | 0.9444 |
107
+ | No log | 5.0909 | 112 | 0.9600 | 0.2735 | 0.9600 | 0.9798 |
108
+ | No log | 5.1818 | 114 | 0.8233 | 0.2462 | 0.8233 | 0.9073 |
109
+ | No log | 5.2727 | 116 | 0.9371 | 0.3720 | 0.9371 | 0.9680 |
110
+ | No log | 5.3636 | 118 | 1.1231 | 0.2294 | 1.1231 | 1.0598 |
111
+ | No log | 5.4545 | 120 | 1.0881 | 0.2504 | 1.0881 | 1.0431 |
112
+ | No log | 5.5455 | 122 | 0.8777 | 0.4153 | 0.8777 | 0.9368 |
113
+ | No log | 5.6364 | 124 | 0.6938 | 0.3160 | 0.6938 | 0.8329 |
114
+ | No log | 5.7273 | 126 | 0.7076 | 0.2578 | 0.7076 | 0.8412 |
115
+ | No log | 5.8182 | 128 | 0.7059 | 0.2516 | 0.7059 | 0.8402 |
116
+ | No log | 5.9091 | 130 | 0.7978 | 0.3500 | 0.7978 | 0.8932 |
117
+ | No log | 6.0 | 132 | 0.8871 | 0.3368 | 0.8871 | 0.9418 |
118
+ | No log | 6.0909 | 134 | 0.8633 | 0.4007 | 0.8633 | 0.9291 |
119
+ | No log | 6.1818 | 136 | 0.8143 | 0.4135 | 0.8143 | 0.9024 |
120
+ | No log | 6.2727 | 138 | 0.8513 | 0.3991 | 0.8513 | 0.9227 |
121
+ | No log | 6.3636 | 140 | 0.9434 | 0.3925 | 0.9434 | 0.9713 |
122
+ | No log | 6.4545 | 142 | 1.0353 | 0.3398 | 1.0353 | 1.0175 |
123
+ | No log | 6.5455 | 144 | 1.0072 | 0.3398 | 1.0072 | 1.0036 |
124
+ | No log | 6.6364 | 146 | 0.8979 | 0.3333 | 0.8979 | 0.9476 |
125
+ | No log | 6.7273 | 148 | 0.8198 | 0.3440 | 0.8198 | 0.9054 |
126
+ | No log | 6.8182 | 150 | 0.7283 | 0.3299 | 0.7283 | 0.8534 |
127
+ | No log | 6.9091 | 152 | 0.7118 | 0.2509 | 0.7118 | 0.8437 |
128
+ | No log | 7.0 | 154 | 0.7069 | 0.2574 | 0.7069 | 0.8408 |
129
+ | No log | 7.0909 | 156 | 0.7216 | 0.3267 | 0.7216 | 0.8494 |
130
+ | No log | 7.1818 | 158 | 0.7656 | 0.3615 | 0.7656 | 0.8750 |
131
+ | No log | 7.2727 | 160 | 0.9026 | 0.2958 | 0.9026 | 0.9500 |
132
+ | No log | 7.3636 | 162 | 0.9140 | 0.3425 | 0.9140 | 0.9560 |
133
+ | No log | 7.4545 | 164 | 0.8137 | 0.4212 | 0.8137 | 0.9021 |
134
+ | No log | 7.5455 | 166 | 0.7541 | 0.3840 | 0.7541 | 0.8684 |
135
+ | No log | 7.6364 | 168 | 0.7505 | 0.3575 | 0.7505 | 0.8663 |
136
+ | No log | 7.7273 | 170 | 0.8337 | 0.4037 | 0.8337 | 0.9131 |
137
+ | No log | 7.8182 | 172 | 1.1272 | 0.2464 | 1.1272 | 1.0617 |
138
+ | No log | 7.9091 | 174 | 1.5216 | 0.0504 | 1.5216 | 1.2335 |
139
+ | No log | 8.0 | 176 | 1.5947 | 0.0660 | 1.5947 | 1.2628 |
140
+ | No log | 8.0909 | 178 | 1.5878 | 0.0852 | 1.5878 | 1.2601 |
141
+ | No log | 8.1818 | 180 | 1.4747 | 0.1019 | 1.4747 | 1.2144 |
142
+ | No log | 8.2727 | 182 | 1.2116 | 0.2015 | 1.2116 | 1.1007 |
143
+ | No log | 8.3636 | 184 | 0.9928 | 0.2797 | 0.9928 | 0.9964 |
144
+ | No log | 8.4545 | 186 | 0.9385 | 0.3586 | 0.9385 | 0.9688 |
145
+ | No log | 8.5455 | 188 | 0.9376 | 0.3740 | 0.9376 | 0.9683 |
146
+ | No log | 8.6364 | 190 | 0.9957 | 0.3089 | 0.9957 | 0.9978 |
147
+ | No log | 8.7273 | 192 | 1.0370 | 0.2405 | 1.0370 | 1.0184 |
148
+ | No log | 8.8182 | 194 | 0.9316 | 0.3641 | 0.9316 | 0.9652 |
149
+ | No log | 8.9091 | 196 | 0.8506 | 0.3388 | 0.8506 | 0.9223 |
150
+ | No log | 9.0 | 198 | 0.8559 | 0.3425 | 0.8559 | 0.9251 |
151
+ | No log | 9.0909 | 200 | 0.8230 | 0.3797 | 0.8230 | 0.9072 |
152
+ | No log | 9.1818 | 202 | 0.8163 | 0.3797 | 0.8163 | 0.9035 |
153
+ | No log | 9.2727 | 204 | 0.8141 | 0.3950 | 0.8141 | 0.9023 |
154
+ | No log | 9.3636 | 206 | 0.7980 | 0.4408 | 0.7980 | 0.8933 |
155
+ | No log | 9.4545 | 208 | 0.8295 | 0.4183 | 0.8295 | 0.9107 |
156
+ | No log | 9.5455 | 210 | 0.8323 | 0.3508 | 0.8323 | 0.9123 |
157
+ | No log | 9.6364 | 212 | 0.8123 | 0.3658 | 0.8123 | 0.9013 |
158
+ | No log | 9.7273 | 214 | 0.8063 | 0.3553 | 0.8063 | 0.8979 |
159
+ | No log | 9.8182 | 216 | 0.8015 | 0.4772 | 0.8015 | 0.8952 |
160
+ | No log | 9.9091 | 218 | 0.7949 | 0.4830 | 0.7949 | 0.8916 |
161
+ | No log | 10.0 | 220 | 0.7578 | 0.4660 | 0.7578 | 0.8705 |
162
+ | No log | 10.0909 | 222 | 0.7593 | 0.2624 | 0.7593 | 0.8714 |
163
+ | No log | 10.1818 | 224 | 0.7555 | 0.3409 | 0.7555 | 0.8692 |
164
+ | No log | 10.2727 | 226 | 0.7916 | 0.3401 | 0.7916 | 0.8897 |
165
+ | No log | 10.3636 | 228 | 1.0450 | 0.2934 | 1.0450 | 1.0223 |
166
+ | No log | 10.4545 | 230 | 1.1863 | 0.1774 | 1.1863 | 1.0892 |
167
+ | No log | 10.5455 | 232 | 1.1830 | 0.1696 | 1.1830 | 1.0877 |
168
+ | No log | 10.6364 | 234 | 1.0223 | 0.3043 | 1.0223 | 1.0111 |
169
+ | No log | 10.7273 | 236 | 0.8472 | 0.3590 | 0.8472 | 0.9204 |
170
+ | No log | 10.8182 | 238 | 0.7713 | 0.3440 | 0.7713 | 0.8782 |
171
+ | No log | 10.9091 | 240 | 0.7668 | 0.4157 | 0.7668 | 0.8756 |
172
+ | No log | 11.0 | 242 | 0.8100 | 0.3946 | 0.8100 | 0.9000 |
173
+ | No log | 11.0909 | 244 | 0.8885 | 0.3948 | 0.8885 | 0.9426 |
174
+ | No log | 11.1818 | 246 | 0.9007 | 0.3620 | 0.9007 | 0.9491 |
175
+ | No log | 11.2727 | 248 | 0.8466 | 0.3797 | 0.8466 | 0.9201 |
176
+ | No log | 11.3636 | 250 | 0.8460 | 0.3818 | 0.8460 | 0.9198 |
177
+ | No log | 11.4545 | 252 | 0.8264 | 0.3775 | 0.8264 | 0.9091 |
178
+ | No log | 11.5455 | 254 | 0.8002 | 0.3512 | 0.8002 | 0.8945 |
179
+ | No log | 11.6364 | 256 | 0.7934 | 0.3512 | 0.7934 | 0.8907 |
180
+ | No log | 11.7273 | 258 | 0.8125 | 0.3571 | 0.8125 | 0.9014 |
181
+ | No log | 11.8182 | 260 | 0.8032 | 0.3820 | 0.8032 | 0.8962 |
182
+ | No log | 11.9091 | 262 | 0.7748 | 0.3401 | 0.7748 | 0.8802 |
183
+ | No log | 12.0 | 264 | 0.8059 | 0.3950 | 0.8059 | 0.8977 |
184
+ | No log | 12.0909 | 266 | 0.8366 | 0.3720 | 0.8366 | 0.9147 |
185
+ | No log | 12.1818 | 268 | 0.8400 | 0.4339 | 0.8400 | 0.9165 |
186
+ | No log | 12.2727 | 270 | 0.8058 | 0.3571 | 0.8058 | 0.8977 |
187
+ | No log | 12.3636 | 272 | 0.7680 | 0.3619 | 0.7680 | 0.8763 |
188
+ | No log | 12.4545 | 274 | 0.7884 | 0.3840 | 0.7884 | 0.8879 |
189
+ | No log | 12.5455 | 276 | 0.8638 | 0.3987 | 0.8638 | 0.9294 |
190
+ | No log | 12.6364 | 278 | 0.8494 | 0.3780 | 0.8494 | 0.9216 |
191
+ | No log | 12.7273 | 280 | 0.8678 | 0.3780 | 0.8678 | 0.9316 |
192
+ | No log | 12.8182 | 282 | 0.8818 | 0.3865 | 0.8818 | 0.9390 |
193
+ | No log | 12.9091 | 284 | 0.9205 | 0.3740 | 0.9205 | 0.9594 |
194
+ | No log | 13.0 | 286 | 0.9197 | 0.3526 | 0.9197 | 0.9590 |
195
+ | No log | 13.0909 | 288 | 0.9151 | 0.3432 | 0.9151 | 0.9566 |
196
+ | No log | 13.1818 | 290 | 0.8918 | 0.3690 | 0.8918 | 0.9443 |
197
+ | No log | 13.2727 | 292 | 0.8059 | 0.3775 | 0.8059 | 0.8977 |
198
+ | No log | 13.3636 | 294 | 0.7481 | 0.4200 | 0.7481 | 0.8650 |
199
+ | No log | 13.4545 | 296 | 0.7547 | 0.2879 | 0.7547 | 0.8687 |
200
+ | No log | 13.5455 | 298 | 0.7605 | 0.3928 | 0.7605 | 0.8720 |
201
+ | No log | 13.6364 | 300 | 0.7872 | 0.3101 | 0.7872 | 0.8872 |
202
+ | No log | 13.7273 | 302 | 0.8785 | 0.3930 | 0.8785 | 0.9373 |
203
+ | No log | 13.8182 | 304 | 0.9278 | 0.4353 | 0.9278 | 0.9632 |
204
+ | No log | 13.9091 | 306 | 0.9225 | 0.4031 | 0.9225 | 0.9605 |
205
+ | No log | 14.0 | 308 | 0.9783 | 0.3527 | 0.9783 | 0.9891 |
206
+ | No log | 14.0909 | 310 | 1.0042 | 0.3527 | 1.0042 | 1.0021 |
207
+ | No log | 14.1818 | 312 | 1.0351 | 0.3615 | 1.0351 | 1.0174 |
208
+ | No log | 14.2727 | 314 | 1.0064 | 0.3461 | 1.0064 | 1.0032 |
209
+ | No log | 14.3636 | 316 | 0.9273 | 0.3754 | 0.9273 | 0.9630 |
210
+ | No log | 14.4545 | 318 | 0.9175 | 0.3754 | 0.9175 | 0.9579 |
211
+ | No log | 14.5455 | 320 | 0.9176 | 0.3425 | 0.9176 | 0.9579 |
212
+ | No log | 14.6364 | 322 | 0.8984 | 0.3425 | 0.8984 | 0.9479 |
213
+ | No log | 14.7273 | 324 | 0.8698 | 0.3798 | 0.8698 | 0.9326 |
214
+ | No log | 14.8182 | 326 | 0.8174 | 0.2914 | 0.8174 | 0.9041 |
215
+ | No log | 14.9091 | 328 | 0.8103 | 0.3018 | 0.8103 | 0.9002 |
216
+ | No log | 15.0 | 330 | 0.8210 | 0.2960 | 0.8210 | 0.9061 |
217
+ | No log | 15.0909 | 332 | 0.8514 | 0.3635 | 0.8514 | 0.9227 |
218
+ | No log | 15.1818 | 334 | 0.9101 | 0.3659 | 0.9101 | 0.9540 |
219
+ | No log | 15.2727 | 336 | 1.0168 | 0.3074 | 1.0168 | 1.0084 |
220
+ | No log | 15.3636 | 338 | 1.0634 | 0.2591 | 1.0634 | 1.0312 |
221
+ | No log | 15.4545 | 340 | 0.9390 | 0.3973 | 0.9390 | 0.9690 |
222
+ | No log | 15.5455 | 342 | 0.7901 | 0.2661 | 0.7901 | 0.8889 |
223
+ | No log | 15.6364 | 344 | 0.7989 | 0.2844 | 0.7989 | 0.8938 |
224
+ | No log | 15.7273 | 346 | 0.8216 | 0.2844 | 0.8216 | 0.9064 |
225
+ | No log | 15.8182 | 348 | 0.8043 | 0.3462 | 0.8043 | 0.8968 |
226
+ | No log | 15.9091 | 350 | 0.8876 | 0.4097 | 0.8876 | 0.9421 |
227
+ | No log | 16.0 | 352 | 1.0566 | 0.2916 | 1.0566 | 1.0279 |
228
+ | No log | 16.0909 | 354 | 1.2375 | 0.1144 | 1.2375 | 1.1124 |
229
+ | No log | 16.1818 | 356 | 1.3450 | 0.1497 | 1.3450 | 1.1597 |
230
+ | No log | 16.2727 | 358 | 1.2455 | 0.1715 | 1.2455 | 1.1160 |
231
+ | No log | 16.3636 | 360 | 1.0209 | 0.2323 | 1.0209 | 1.0104 |
232
+ | No log | 16.4545 | 362 | 0.8910 | 0.2907 | 0.8910 | 0.9439 |
233
+ | No log | 16.5455 | 364 | 0.8564 | 0.3279 | 0.8564 | 0.9254 |
234
+ | No log | 16.6364 | 366 | 0.8813 | 0.3425 | 0.8813 | 0.9388 |
235
+ | No log | 16.7273 | 368 | 0.9054 | 0.2943 | 0.9054 | 0.9515 |
236
+ | No log | 16.8182 | 370 | 0.9214 | 0.2590 | 0.9214 | 0.9599 |
237
+ | No log | 16.9091 | 372 | 0.9505 | 0.2442 | 0.9505 | 0.9749 |
238
+ | No log | 17.0 | 374 | 1.0009 | 0.2303 | 1.0009 | 1.0005 |
239
+ | No log | 17.0909 | 376 | 0.9964 | 0.2285 | 0.9964 | 0.9982 |
240
+ | No log | 17.1818 | 378 | 0.9148 | 0.3183 | 0.9148 | 0.9564 |
241
+ | No log | 17.2727 | 380 | 0.8743 | 0.3305 | 0.8743 | 0.9350 |
242
+ | No log | 17.3636 | 382 | 0.8546 | 0.3060 | 0.8546 | 0.9244 |
243
+ | No log | 17.4545 | 384 | 0.8388 | 0.2995 | 0.8388 | 0.9159 |
244
+ | No log | 17.5455 | 386 | 0.8520 | 0.3519 | 0.8520 | 0.9230 |
245
+ | No log | 17.6364 | 388 | 0.8783 | 0.3384 | 0.8783 | 0.9372 |
246
+ | No log | 17.7273 | 390 | 0.8693 | 0.3131 | 0.8693 | 0.9324 |
247
+ | No log | 17.8182 | 392 | 0.8391 | 0.3060 | 0.8391 | 0.9160 |
248
+ | No log | 17.9091 | 394 | 0.8396 | 0.2995 | 0.8396 | 0.9163 |
249
+ | No log | 18.0 | 396 | 0.8631 | 0.3268 | 0.8631 | 0.9290 |
250
+ | No log | 18.0909 | 398 | 0.8959 | 0.3268 | 0.8959 | 0.9465 |
251
+ | No log | 18.1818 | 400 | 0.9432 | 0.3343 | 0.9432 | 0.9712 |
252
+ | No log | 18.2727 | 402 | 0.9712 | 0.3059 | 0.9712 | 0.9855 |
253
+ | No log | 18.3636 | 404 | 0.9149 | 0.3365 | 0.9149 | 0.9565 |
254
+ | No log | 18.4545 | 406 | 0.8412 | 0.3613 | 0.8412 | 0.9172 |
255
+ | No log | 18.5455 | 408 | 0.8244 | 0.3571 | 0.8244 | 0.9080 |
256
+ | No log | 18.6364 | 410 | 0.8556 | 0.4212 | 0.8556 | 0.9250 |
257
+ | No log | 18.7273 | 412 | 0.9287 | 0.4486 | 0.9287 | 0.9637 |
258
+ | No log | 18.8182 | 414 | 0.9679 | 0.3403 | 0.9679 | 0.9838 |
259
+ | No log | 18.9091 | 416 | 0.8451 | 0.4114 | 0.8451 | 0.9193 |
260
+ | No log | 19.0 | 418 | 0.7855 | 0.4114 | 0.7855 | 0.8863 |
261
+ | No log | 19.0909 | 420 | 0.7757 | 0.3888 | 0.7757 | 0.8807 |
262
+ | No log | 19.1818 | 422 | 0.8261 | 0.3914 | 0.8261 | 0.9089 |
263
+ | No log | 19.2727 | 424 | 0.8812 | 0.4173 | 0.8812 | 0.9387 |
264
+ | No log | 19.3636 | 426 | 0.9603 | 0.3973 | 0.9603 | 0.9800 |
265
+ | No log | 19.4545 | 428 | 0.9927 | 0.2278 | 0.9927 | 0.9963 |
266
+ | No log | 19.5455 | 430 | 0.8958 | 0.4051 | 0.8958 | 0.9465 |
267
+ | No log | 19.6364 | 432 | 0.8352 | 0.4665 | 0.8352 | 0.9139 |
268
+ | No log | 19.7273 | 434 | 0.7601 | 0.3613 | 0.7601 | 0.8719 |
269
+ | No log | 19.8182 | 436 | 0.7603 | 0.3616 | 0.7603 | 0.8720 |
270
+ | No log | 19.9091 | 438 | 0.7920 | 0.3396 | 0.7920 | 0.8899 |
271
+ | No log | 20.0 | 440 | 0.8835 | 0.4012 | 0.8835 | 0.9400 |
272
+ | No log | 20.0909 | 442 | 1.0085 | 0.3443 | 1.0085 | 1.0043 |
273
+ | No log | 20.1818 | 444 | 1.1422 | 0.2062 | 1.1422 | 1.0687 |
274
+ | No log | 20.2727 | 446 | 1.1230 | 0.2329 | 1.1230 | 1.0597 |
275
+ | No log | 20.3636 | 448 | 1.0272 | 0.2993 | 1.0272 | 1.0135 |
276
+ | No log | 20.4545 | 450 | 0.8815 | 0.4104 | 0.8815 | 0.9389 |
277
+ | No log | 20.5455 | 452 | 0.7952 | 0.3235 | 0.7952 | 0.8917 |
278
+ | No log | 20.6364 | 454 | 0.7576 | 0.2830 | 0.7576 | 0.8704 |
279
+ | No log | 20.7273 | 456 | 0.7535 | 0.3265 | 0.7535 | 0.8680 |
280
+ | No log | 20.8182 | 458 | 0.7406 | 0.3625 | 0.7406 | 0.8606 |
281
+ | No log | 20.9091 | 460 | 0.7617 | 0.3069 | 0.7617 | 0.8727 |
282
+ | No log | 21.0 | 462 | 0.7915 | 0.2980 | 0.7915 | 0.8897 |
283
+ | No log | 21.0909 | 464 | 0.7800 | 0.2980 | 0.7800 | 0.8832 |
284
+ | No log | 21.1818 | 466 | 0.7788 | 0.2947 | 0.7788 | 0.8825 |
285
+ | No log | 21.2727 | 468 | 0.7693 | 0.3151 | 0.7693 | 0.8771 |
286
+ | No log | 21.3636 | 470 | 0.7722 | 0.3060 | 0.7722 | 0.8787 |
287
+ | No log | 21.4545 | 472 | 0.7819 | 0.3069 | 0.7819 | 0.8843 |
288
+ | No log | 21.5455 | 474 | 0.8051 | 0.3316 | 0.8051 | 0.8973 |
289
+ | No log | 21.6364 | 476 | 0.8459 | 0.3590 | 0.8459 | 0.9197 |
290
+ | No log | 21.7273 | 478 | 0.8807 | 0.3365 | 0.8807 | 0.9384 |
291
+ | No log | 21.8182 | 480 | 0.8983 | 0.3365 | 0.8983 | 0.9478 |
292
+ | No log | 21.9091 | 482 | 0.8861 | 0.3365 | 0.8861 | 0.9413 |
293
+ | No log | 22.0 | 484 | 0.8619 | 0.3365 | 0.8619 | 0.9284 |
294
+ | No log | 22.0909 | 486 | 0.8587 | 0.3231 | 0.8587 | 0.9267 |
295
+ | No log | 22.1818 | 488 | 0.8739 | 0.3268 | 0.8739 | 0.9348 |
296
+ | No log | 22.2727 | 490 | 0.9652 | 0.3194 | 0.9652 | 0.9824 |
297
+ | No log | 22.3636 | 492 | 1.1431 | 0.2134 | 1.1431 | 1.0691 |
298
+ | No log | 22.4545 | 494 | 1.1817 | 0.2443 | 1.1817 | 1.0870 |
299
+ | No log | 22.5455 | 496 | 1.1404 | 0.2134 | 1.1404 | 1.0679 |
300
+ | No log | 22.6364 | 498 | 1.0175 | 0.3097 | 1.0175 | 1.0087 |
301
+ | 0.3742 | 22.7273 | 500 | 0.8745 | 0.3292 | 0.8745 | 0.9352 |
302
+ | 0.3742 | 22.8182 | 502 | 0.8297 | 0.2689 | 0.8297 | 0.9109 |
303
+ | 0.3742 | 22.9091 | 504 | 0.8384 | 0.2914 | 0.8384 | 0.9156 |
304
+ | 0.3742 | 23.0 | 506 | 0.8707 | 0.3255 | 0.8707 | 0.9331 |
305
+ | 0.3742 | 23.0909 | 508 | 0.8993 | 0.3388 | 0.8993 | 0.9483 |
306
+ | 0.3742 | 23.1818 | 510 | 0.8585 | 0.3172 | 0.8585 | 0.9266 |
307
+ | 0.3742 | 23.2727 | 512 | 0.8252 | 0.2980 | 0.8252 | 0.9084 |
308
+ | 0.3742 | 23.3636 | 514 | 0.8003 | 0.2980 | 0.8003 | 0.8946 |
309
+ | 0.3742 | 23.4545 | 516 | 0.7984 | 0.2980 | 0.7984 | 0.8935 |
310
+ | 0.3742 | 23.5455 | 518 | 0.8678 | 0.3794 | 0.8678 | 0.9315 |
311
+ | 0.3742 | 23.6364 | 520 | 0.9417 | 0.3068 | 0.9417 | 0.9704 |
312
+ | 0.3742 | 23.7273 | 522 | 0.9542 | 0.2877 | 0.9542 | 0.9768 |
313
+ | 0.3742 | 23.8182 | 524 | 0.8693 | 0.3613 | 0.8693 | 0.9324 |
314
+ | 0.3742 | 23.9091 | 526 | 0.8269 | 0.2888 | 0.8269 | 0.9093 |
315
+ | 0.3742 | 24.0 | 528 | 0.7954 | 0.2224 | 0.7954 | 0.8918 |
316
+ | 0.3742 | 24.0909 | 530 | 0.7963 | 0.2256 | 0.7963 | 0.8924 |
317
+ | 0.3742 | 24.1818 | 532 | 0.8037 | 0.2349 | 0.8037 | 0.8965 |
318
+ | 0.3742 | 24.2727 | 534 | 0.8309 | 0.2888 | 0.8309 | 0.9115 |
 
319
 
320
 
321
  ### Framework versions