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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task1_organization

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  1. README.md +270 -263
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task1_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task1_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: 0.7447
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- - Qwk: 0.6519
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- - Mse: 0.7447
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- - Rmse: 0.8629
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  ## Model description
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@@ -47,263 +47,270 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0225 | 2 | 6.7552 | 0.0242 | 6.7552 | 2.5991 |
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- | No log | 0.0449 | 4 | 4.3077 | 0.0976 | 4.3077 | 2.0755 |
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- | No log | 0.0674 | 6 | 2.7749 | 0.0988 | 2.7749 | 1.6658 |
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- | No log | 0.0899 | 8 | 2.4643 | 0.1408 | 2.4643 | 1.5698 |
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- | No log | 0.1124 | 10 | 2.4412 | 0.0455 | 2.4412 | 1.5624 |
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- | No log | 0.1348 | 12 | 1.9510 | 0.0342 | 1.9510 | 1.3968 |
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- | No log | 0.1573 | 14 | 1.6556 | 0.1165 | 1.6556 | 1.2867 |
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- | No log | 0.1798 | 16 | 1.8953 | 0.2222 | 1.8953 | 1.3767 |
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- | No log | 0.2022 | 18 | 2.5067 | -0.0420 | 2.5067 | 1.5833 |
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- | No log | 0.2247 | 20 | 2.5938 | 0.0 | 2.5938 | 1.6105 |
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- | No log | 0.2472 | 22 | 2.2487 | -0.0140 | 2.2487 | 1.4996 |
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- | No log | 0.2697 | 24 | 2.1089 | 0.1642 | 2.1089 | 1.4522 |
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- | No log | 0.2921 | 26 | 2.1671 | 0.1277 | 2.1671 | 1.4721 |
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- | No log | 0.3146 | 28 | 2.1435 | 0.1594 | 2.1435 | 1.4641 |
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- | No log | 0.3371 | 30 | 2.1572 | 0.1295 | 2.1572 | 1.4688 |
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- | No log | 0.3596 | 32 | 2.0003 | 0.2879 | 2.0003 | 1.4143 |
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- | No log | 0.3820 | 34 | 1.9497 | 0.3158 | 1.9497 | 1.3963 |
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- | No log | 0.4045 | 36 | 2.1465 | 0.1286 | 2.1465 | 1.4651 |
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- | No log | 0.4270 | 38 | 2.3043 | 0.0972 | 2.3043 | 1.5180 |
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- | No log | 0.4494 | 40 | 2.3466 | 0.1111 | 2.3466 | 1.5319 |
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- | No log | 0.4719 | 42 | 2.3509 | 0.1399 | 2.3509 | 1.5333 |
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- | No log | 0.4944 | 44 | 2.2231 | 0.1549 | 2.2231 | 1.4910 |
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- | No log | 0.5169 | 46 | 1.8840 | 0.25 | 1.8840 | 1.3726 |
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- | No log | 0.5393 | 48 | 1.7881 | 0.3008 | 1.7881 | 1.3372 |
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- | No log | 0.5618 | 50 | 1.9775 | 0.2319 | 1.9775 | 1.4063 |
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- | No log | 0.5843 | 52 | 2.3205 | 0.125 | 2.3205 | 1.5233 |
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- | No log | 0.6067 | 54 | 2.5972 | 0.0268 | 2.5972 | 1.6116 |
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- | No log | 0.6292 | 56 | 2.7844 | 0.0516 | 2.7844 | 1.6687 |
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- | No log | 0.6517 | 58 | 2.6606 | 0.0530 | 2.6606 | 1.6311 |
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- | No log | 0.6742 | 60 | 2.2755 | 0.1655 | 2.2755 | 1.5085 |
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- | No log | 0.6966 | 62 | 1.8414 | 0.2443 | 1.8414 | 1.3570 |
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- | No log | 0.7191 | 64 | 1.5248 | 0.3607 | 1.5248 | 1.2348 |
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- | No log | 0.7416 | 66 | 1.6298 | 0.2810 | 1.6298 | 1.2766 |
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- | No log | 0.7640 | 68 | 2.3326 | 0.1517 | 2.3326 | 1.5273 |
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- | No log | 0.7865 | 70 | 2.4111 | 0.0811 | 2.4111 | 1.5528 |
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- | No log | 0.8090 | 72 | 1.9302 | 0.2628 | 1.9302 | 1.3893 |
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- | No log | 0.8315 | 74 | 2.0401 | 0.2319 | 2.0401 | 1.4283 |
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- | No log | 0.8539 | 76 | 1.8847 | 0.2941 | 1.8847 | 1.3729 |
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- | No log | 0.8764 | 78 | 1.4856 | 0.4375 | 1.4856 | 1.2189 |
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- | No log | 0.8989 | 80 | 1.3647 | 0.5 | 1.3647 | 1.1682 |
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- | No log | 0.9213 | 82 | 1.4909 | 0.4531 | 1.4909 | 1.2210 |
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- | No log | 0.9438 | 84 | 1.7118 | 0.3485 | 1.7118 | 1.3084 |
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- | No log | 0.9663 | 86 | 1.9186 | 0.2446 | 1.9186 | 1.3851 |
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- | No log | 0.9888 | 88 | 2.3637 | 0.2209 | 2.3637 | 1.5374 |
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- | No log | 1.0112 | 90 | 2.4346 | 0.2809 | 2.4346 | 1.5603 |
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- | No log | 1.0337 | 92 | 2.5129 | 0.2812 | 2.5129 | 1.5852 |
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- | No log | 1.0562 | 94 | 2.6387 | 0.2694 | 2.6387 | 1.6244 |
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- | No log | 1.0787 | 96 | 2.4264 | 0.2857 | 2.4264 | 1.5577 |
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- | No log | 1.1011 | 98 | 2.0177 | 0.3468 | 2.0177 | 1.4205 |
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- | No log | 1.1236 | 100 | 1.8127 | 0.4302 | 1.8127 | 1.3464 |
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- | No log | 1.1461 | 102 | 1.5518 | 0.5325 | 1.5518 | 1.2457 |
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- | No log | 1.1685 | 104 | 1.2635 | 0.5352 | 1.2635 | 1.1240 |
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- | No log | 1.1910 | 106 | 1.2501 | 0.4839 | 1.2501 | 1.1181 |
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- | No log | 1.2135 | 108 | 1.3521 | 0.3898 | 1.3521 | 1.1628 |
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- | No log | 1.2360 | 110 | 1.2886 | 0.4426 | 1.2886 | 1.1352 |
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- | No log | 1.2584 | 112 | 1.0949 | 0.4769 | 1.0949 | 1.0464 |
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- | No log | 1.2809 | 114 | 1.0417 | 0.625 | 1.0417 | 1.0206 |
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- | No log | 1.3034 | 116 | 0.9869 | 0.6207 | 0.9869 | 0.9934 |
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- | No log | 1.3258 | 118 | 0.9928 | 0.6111 | 0.9928 | 0.9964 |
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- | No log | 1.3483 | 120 | 1.1809 | 0.6536 | 1.1809 | 1.0867 |
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- | No log | 1.3708 | 122 | 1.4257 | 0.6104 | 1.4257 | 1.1940 |
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- | No log | 1.3933 | 124 | 1.3169 | 0.5960 | 1.3169 | 1.1476 |
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- | No log | 1.4157 | 126 | 1.1112 | 0.6154 | 1.1112 | 1.0541 |
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- | No log | 1.4382 | 128 | 1.0556 | 0.6338 | 1.0556 | 1.0274 |
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- | No log | 1.4607 | 130 | 1.1801 | 0.5612 | 1.1801 | 1.0863 |
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- | No log | 1.4831 | 132 | 1.2407 | 0.5507 | 1.2407 | 1.1138 |
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- | No log | 1.5056 | 134 | 1.0470 | 0.6483 | 1.0470 | 1.0232 |
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- | No log | 1.5281 | 136 | 0.7763 | 0.6939 | 0.7763 | 0.8811 |
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- | No log | 1.5506 | 138 | 0.6578 | 0.7432 | 0.6578 | 0.8110 |
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- | No log | 1.5730 | 140 | 0.6472 | 0.7448 | 0.6472 | 0.8045 |
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- | No log | 1.5955 | 142 | 0.6500 | 0.7123 | 0.6500 | 0.8062 |
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- | No log | 1.6180 | 144 | 0.7444 | 0.7625 | 0.7444 | 0.8628 |
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- | No log | 1.6404 | 146 | 0.7731 | 0.7421 | 0.7731 | 0.8793 |
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- | No log | 1.6629 | 148 | 0.8857 | 0.6626 | 0.8857 | 0.9411 |
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- | No log | 1.6854 | 150 | 1.2478 | 0.6071 | 1.2478 | 1.1171 |
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- | No log | 1.7079 | 152 | 1.4866 | 0.5618 | 1.4866 | 1.2193 |
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- | No log | 1.7303 | 154 | 1.3560 | 0.5765 | 1.3560 | 1.1645 |
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- | No log | 1.7528 | 156 | 1.0485 | 0.6174 | 1.0485 | 1.0239 |
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- | No log | 1.7753 | 158 | 0.8909 | 0.6519 | 0.8909 | 0.9439 |
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- | No log | 1.7978 | 160 | 0.9156 | 0.6515 | 0.9156 | 0.9569 |
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- | No log | 1.8202 | 162 | 0.9581 | 0.6165 | 0.9581 | 0.9788 |
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- | No log | 1.8427 | 164 | 1.1042 | 0.5255 | 1.1042 | 1.0508 |
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- | No log | 1.8652 | 166 | 1.3710 | 0.5 | 1.3710 | 1.1709 |
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- | No log | 1.8876 | 168 | 1.2826 | 0.56 | 1.2826 | 1.1325 |
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- | No log | 1.9101 | 170 | 0.9516 | 0.5915 | 0.9516 | 0.9755 |
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- | No log | 1.9326 | 172 | 0.7860 | 0.6767 | 0.7860 | 0.8866 |
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- | No log | 1.9551 | 174 | 0.7430 | 0.6870 | 0.7430 | 0.8620 |
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- | No log | 1.9775 | 176 | 0.6836 | 0.7246 | 0.6836 | 0.8268 |
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- | No log | 2.0 | 178 | 0.7389 | 0.6761 | 0.7389 | 0.8596 |
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- | No log | 2.0225 | 180 | 0.8477 | 0.7027 | 0.8477 | 0.9207 |
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- | No log | 2.0449 | 182 | 0.8077 | 0.6471 | 0.8077 | 0.8987 |
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- | No log | 2.0674 | 184 | 0.7159 | 0.6667 | 0.7159 | 0.8461 |
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- | No log | 2.0899 | 186 | 0.7706 | 0.7153 | 0.7706 | 0.8779 |
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- | No log | 2.1124 | 188 | 0.7161 | 0.7007 | 0.7161 | 0.8462 |
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- | No log | 2.1348 | 190 | 0.6593 | 0.7639 | 0.6593 | 0.8120 |
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- | No log | 2.1573 | 192 | 0.6697 | 0.7568 | 0.6697 | 0.8183 |
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- | No log | 2.1798 | 194 | 0.7028 | 0.7397 | 0.7028 | 0.8383 |
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- | No log | 2.2022 | 196 | 0.7316 | 0.7133 | 0.7316 | 0.8553 |
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- | No log | 2.2247 | 198 | 0.7656 | 0.6957 | 0.7656 | 0.8750 |
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- | No log | 2.2472 | 200 | 0.7884 | 0.6565 | 0.7884 | 0.8879 |
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- | No log | 2.2697 | 202 | 0.7196 | 0.7465 | 0.7196 | 0.8483 |
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- | No log | 2.2921 | 204 | 0.6633 | 0.7517 | 0.6633 | 0.8144 |
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- | No log | 2.3146 | 206 | 0.6939 | 0.7308 | 0.6939 | 0.8330 |
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- | No log | 2.3371 | 208 | 0.8216 | 0.7317 | 0.8216 | 0.9064 |
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- | No log | 2.3596 | 210 | 0.8000 | 0.7205 | 0.8000 | 0.8944 |
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- | No log | 2.3820 | 212 | 0.6303 | 0.7651 | 0.6303 | 0.7939 |
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- | No log | 2.4045 | 214 | 0.6280 | 0.7534 | 0.6280 | 0.7925 |
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- | No log | 2.4270 | 216 | 0.7535 | 0.7162 | 0.7535 | 0.8680 |
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- | No log | 2.4494 | 218 | 0.7657 | 0.7114 | 0.7657 | 0.8750 |
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- | No log | 2.4719 | 220 | 0.6587 | 0.7397 | 0.6587 | 0.8116 |
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- | No log | 2.4944 | 222 | 0.5857 | 0.7755 | 0.5857 | 0.7653 |
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- | No log | 2.5169 | 224 | 0.5674 | 0.7808 | 0.5674 | 0.7533 |
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- | No log | 2.5393 | 226 | 0.5589 | 0.7815 | 0.5589 | 0.7476 |
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- | No log | 2.5618 | 228 | 0.6289 | 0.8402 | 0.6289 | 0.7931 |
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- | No log | 2.5843 | 230 | 0.7152 | 0.7485 | 0.7152 | 0.8457 |
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- | No log | 2.6067 | 232 | 0.6864 | 0.7607 | 0.6864 | 0.8285 |
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- | No log | 2.6292 | 234 | 0.6941 | 0.7296 | 0.6941 | 0.8331 |
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- | No log | 2.6517 | 236 | 0.7234 | 0.7226 | 0.7234 | 0.8505 |
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- | No log | 2.6742 | 238 | 0.8086 | 0.6968 | 0.8086 | 0.8992 |
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- | No log | 2.6966 | 240 | 0.7558 | 0.6846 | 0.7558 | 0.8694 |
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- | No log | 2.7191 | 242 | 0.7138 | 0.7222 | 0.7138 | 0.8449 |
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- | No log | 2.7416 | 244 | 0.7239 | 0.7361 | 0.7239 | 0.8508 |
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- | No log | 2.7640 | 246 | 0.7444 | 0.7034 | 0.7444 | 0.8628 |
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- | No log | 2.7865 | 248 | 0.7758 | 0.7075 | 0.7758 | 0.8808 |
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- | No log | 2.8090 | 250 | 0.7076 | 0.7143 | 0.7076 | 0.8412 |
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- | No log | 2.8315 | 252 | 0.7269 | 0.7007 | 0.7269 | 0.8526 |
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- | No log | 2.8539 | 254 | 0.7335 | 0.6912 | 0.7335 | 0.8565 |
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- | No log | 2.8764 | 256 | 0.6998 | 0.6667 | 0.6998 | 0.8366 |
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- | No log | 2.8989 | 258 | 0.6998 | 0.7143 | 0.6998 | 0.8365 |
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- | No log | 2.9213 | 260 | 0.6916 | 0.7361 | 0.6916 | 0.8317 |
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- | No log | 2.9438 | 262 | 0.6650 | 0.7397 | 0.6650 | 0.8155 |
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- | No log | 2.9663 | 264 | 0.6168 | 0.7733 | 0.6168 | 0.7853 |
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- | No log | 2.9888 | 266 | 0.5988 | 0.7724 | 0.5988 | 0.7738 |
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- | No log | 3.0112 | 268 | 0.6021 | 0.7867 | 0.6021 | 0.7759 |
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- | No log | 3.0337 | 270 | 0.6976 | 0.7297 | 0.6976 | 0.8352 |
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- | No log | 3.0562 | 272 | 1.0050 | 0.6506 | 1.0050 | 1.0025 |
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- | No log | 3.0787 | 274 | 1.1055 | 0.6506 | 1.1055 | 1.0514 |
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- | No log | 3.1011 | 276 | 0.8860 | 0.6536 | 0.8860 | 0.9413 |
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- | No log | 3.1236 | 278 | 0.7211 | 0.7143 | 0.7211 | 0.8492 |
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- | No log | 3.1461 | 280 | 0.7647 | 0.6923 | 0.7647 | 0.8745 |
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- | No log | 3.1685 | 282 | 0.7861 | 0.6667 | 0.7861 | 0.8866 |
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- | No log | 3.1910 | 284 | 0.7730 | 0.6617 | 0.7730 | 0.8792 |
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- | No log | 3.2135 | 286 | 0.7764 | 0.6713 | 0.7764 | 0.8811 |
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- | No log | 3.2360 | 288 | 0.7180 | 0.6849 | 0.7180 | 0.8474 |
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- | No log | 3.2584 | 290 | 0.6247 | 0.7310 | 0.6247 | 0.7904 |
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- | No log | 3.2809 | 292 | 0.5951 | 0.7483 | 0.5951 | 0.7714 |
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- | No log | 3.3034 | 294 | 0.5954 | 0.7785 | 0.5954 | 0.7716 |
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- | No log | 3.3258 | 296 | 0.6279 | 0.7821 | 0.6279 | 0.7924 |
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- | No log | 3.3483 | 298 | 0.7128 | 0.7578 | 0.7128 | 0.8443 |
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- | No log | 3.3708 | 300 | 0.7432 | 0.7439 | 0.7432 | 0.8621 |
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- | No log | 3.3933 | 302 | 0.6823 | 0.75 | 0.6823 | 0.8260 |
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- | No log | 3.4157 | 304 | 0.6959 | 0.6970 | 0.6959 | 0.8342 |
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- | No log | 3.4382 | 306 | 0.7172 | 0.7023 | 0.7172 | 0.8469 |
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- | No log | 3.4607 | 308 | 0.7433 | 0.6423 | 0.7433 | 0.8622 |
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- | No log | 3.4831 | 310 | 0.7473 | 0.7114 | 0.7473 | 0.8645 |
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- | No log | 3.5056 | 312 | 0.6482 | 0.7361 | 0.6482 | 0.8051 |
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- | No log | 3.5281 | 314 | 0.6025 | 0.7465 | 0.6025 | 0.7762 |
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- | No log | 3.5506 | 316 | 0.6204 | 0.7376 | 0.6204 | 0.7877 |
210
- | No log | 3.5730 | 318 | 0.6431 | 0.7101 | 0.6431 | 0.8020 |
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- | No log | 3.5955 | 320 | 0.6863 | 0.7034 | 0.6863 | 0.8284 |
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- | No log | 3.6180 | 322 | 0.7369 | 0.7451 | 0.7369 | 0.8584 |
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- | No log | 3.6404 | 324 | 0.7059 | 0.7451 | 0.7059 | 0.8402 |
214
- | No log | 3.6629 | 326 | 0.6379 | 0.7733 | 0.6379 | 0.7987 |
215
- | No log | 3.6854 | 328 | 0.6291 | 0.7778 | 0.6291 | 0.7931 |
216
- | No log | 3.7079 | 330 | 0.6302 | 0.7482 | 0.6302 | 0.7939 |
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- | No log | 3.7303 | 332 | 0.6335 | 0.7619 | 0.6335 | 0.7959 |
218
- | No log | 3.7528 | 334 | 0.6807 | 0.7712 | 0.6807 | 0.8250 |
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- | No log | 3.7753 | 336 | 0.6368 | 0.7843 | 0.6368 | 0.7980 |
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- | No log | 3.7978 | 338 | 0.5754 | 0.7586 | 0.5754 | 0.7585 |
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- | No log | 3.8202 | 340 | 0.5837 | 0.7586 | 0.5837 | 0.7640 |
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- | No log | 3.8427 | 342 | 0.6491 | 0.8 | 0.6491 | 0.8057 |
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- | No log | 3.8652 | 344 | 0.6917 | 0.8 | 0.6917 | 0.8317 |
224
- | No log | 3.8876 | 346 | 0.6261 | 0.7733 | 0.6261 | 0.7913 |
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- | No log | 3.9101 | 348 | 0.6409 | 0.7164 | 0.6409 | 0.8006 |
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- | No log | 3.9326 | 350 | 0.7644 | 0.7218 | 0.7644 | 0.8743 |
227
- | No log | 3.9551 | 352 | 0.7698 | 0.7111 | 0.7698 | 0.8774 |
228
- | No log | 3.9775 | 354 | 0.6850 | 0.7111 | 0.6850 | 0.8277 |
229
- | No log | 4.0 | 356 | 0.6830 | 0.7246 | 0.6830 | 0.8264 |
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- | No log | 4.0225 | 358 | 0.7476 | 0.7297 | 0.7476 | 0.8646 |
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- | No log | 4.0449 | 360 | 0.7225 | 0.7007 | 0.7225 | 0.8500 |
232
- | No log | 4.0674 | 362 | 0.6923 | 0.6565 | 0.6923 | 0.8321 |
233
- | No log | 4.0899 | 364 | 0.7145 | 0.7286 | 0.7145 | 0.8453 |
234
- | No log | 4.1124 | 366 | 0.7005 | 0.6866 | 0.7005 | 0.8370 |
235
- | No log | 4.1348 | 368 | 0.6716 | 0.6861 | 0.6716 | 0.8195 |
236
- | No log | 4.1573 | 370 | 0.6680 | 0.6957 | 0.6680 | 0.8173 |
237
- | No log | 4.1798 | 372 | 0.6858 | 0.6906 | 0.6858 | 0.8281 |
238
- | No log | 4.2022 | 374 | 0.7171 | 0.6906 | 0.7171 | 0.8468 |
239
- | No log | 4.2247 | 376 | 0.7555 | 0.6906 | 0.7555 | 0.8692 |
240
- | No log | 4.2472 | 378 | 0.7839 | 0.6715 | 0.7839 | 0.8854 |
241
- | No log | 4.2697 | 380 | 0.8048 | 0.6462 | 0.8048 | 0.8971 |
242
- | No log | 4.2921 | 382 | 0.8045 | 0.6515 | 0.8045 | 0.8970 |
243
- | No log | 4.3146 | 384 | 0.8302 | 0.6364 | 0.8302 | 0.9112 |
244
- | No log | 4.3371 | 386 | 0.8311 | 0.6519 | 0.8311 | 0.9116 |
245
- | No log | 4.3596 | 388 | 0.7732 | 0.6515 | 0.7732 | 0.8793 |
246
- | No log | 4.3820 | 390 | 0.7619 | 0.6299 | 0.7619 | 0.8729 |
247
- | No log | 4.4045 | 392 | 0.7450 | 0.6562 | 0.7450 | 0.8632 |
248
- | No log | 4.4270 | 394 | 0.7117 | 0.6299 | 0.7117 | 0.8436 |
249
- | No log | 4.4494 | 396 | 0.6910 | 0.7101 | 0.6910 | 0.8313 |
250
- | No log | 4.4719 | 398 | 0.6190 | 0.7785 | 0.6190 | 0.7868 |
251
- | No log | 4.4944 | 400 | 0.5575 | 0.8221 | 0.5575 | 0.7467 |
252
- | No log | 4.5169 | 402 | 0.5483 | 0.8171 | 0.5483 | 0.7405 |
253
- | No log | 4.5393 | 404 | 0.5890 | 0.7261 | 0.5890 | 0.7675 |
254
- | No log | 4.5618 | 406 | 0.6548 | 0.6928 | 0.6548 | 0.8092 |
255
- | No log | 4.5843 | 408 | 0.6747 | 0.6515 | 0.6747 | 0.8214 |
256
- | No log | 4.6067 | 410 | 0.7015 | 0.6769 | 0.7015 | 0.8376 |
257
- | No log | 4.6292 | 412 | 0.7296 | 0.6818 | 0.7296 | 0.8542 |
258
- | No log | 4.6517 | 414 | 0.7614 | 0.6818 | 0.7614 | 0.8726 |
259
- | No log | 4.6742 | 416 | 0.7947 | 0.6718 | 0.7947 | 0.8914 |
260
- | No log | 4.6966 | 418 | 0.8133 | 0.6617 | 0.8133 | 0.9018 |
261
- | No log | 4.7191 | 420 | 0.7896 | 0.6515 | 0.7896 | 0.8886 |
262
- | No log | 4.7416 | 422 | 0.7381 | 0.6565 | 0.7381 | 0.8591 |
263
- | No log | 4.7640 | 424 | 0.7068 | 0.7259 | 0.7068 | 0.8407 |
264
- | No log | 4.7865 | 426 | 0.6590 | 0.7206 | 0.6590 | 0.8118 |
265
- | No log | 4.8090 | 428 | 0.6552 | 0.7206 | 0.6552 | 0.8094 |
266
- | No log | 4.8315 | 430 | 0.7196 | 0.7246 | 0.7196 | 0.8483 |
267
- | No log | 4.8539 | 432 | 0.7685 | 0.6912 | 0.7685 | 0.8767 |
268
- | No log | 4.8764 | 434 | 0.7400 | 0.7015 | 0.7400 | 0.8603 |
269
- | No log | 4.8989 | 436 | 0.6837 | 0.7183 | 0.6837 | 0.8269 |
270
- | No log | 4.9213 | 438 | 0.6849 | 0.7211 | 0.6849 | 0.8276 |
271
- | No log | 4.9438 | 440 | 0.6626 | 0.7383 | 0.6626 | 0.8140 |
272
- | No log | 4.9663 | 442 | 0.6216 | 0.7297 | 0.6216 | 0.7884 |
273
- | No log | 4.9888 | 444 | 0.6015 | 0.7733 | 0.6015 | 0.7756 |
274
- | No log | 5.0112 | 446 | 0.5986 | 0.7733 | 0.5986 | 0.7737 |
275
- | No log | 5.0337 | 448 | 0.6100 | 0.7619 | 0.6100 | 0.7810 |
276
- | No log | 5.0562 | 450 | 0.6344 | 0.7183 | 0.6344 | 0.7965 |
277
- | No log | 5.0787 | 452 | 0.6364 | 0.7273 | 0.6364 | 0.7977 |
278
- | No log | 5.1011 | 454 | 0.6670 | 0.75 | 0.6670 | 0.8167 |
279
- | No log | 5.1236 | 456 | 0.7189 | 0.7260 | 0.7189 | 0.8479 |
280
- | No log | 5.1461 | 458 | 0.6911 | 0.7397 | 0.6911 | 0.8313 |
281
- | No log | 5.1685 | 460 | 0.6358 | 0.7534 | 0.6358 | 0.7974 |
282
- | No log | 5.1910 | 462 | 0.6148 | 0.7619 | 0.6148 | 0.7841 |
283
- | No log | 5.2135 | 464 | 0.5888 | 0.7733 | 0.5888 | 0.7673 |
284
- | No log | 5.2360 | 466 | 0.5649 | 0.8153 | 0.5649 | 0.7516 |
285
- | No log | 5.2584 | 468 | 0.5758 | 0.8 | 0.5758 | 0.7588 |
286
- | No log | 5.2809 | 470 | 0.6204 | 0.7619 | 0.6204 | 0.7876 |
287
- | No log | 5.3034 | 472 | 0.6334 | 0.7619 | 0.6334 | 0.7959 |
288
- | No log | 5.3258 | 474 | 0.6749 | 0.7724 | 0.6749 | 0.8215 |
289
- | No log | 5.3483 | 476 | 0.7119 | 0.7518 | 0.7119 | 0.8437 |
290
- | No log | 5.3708 | 478 | 0.7209 | 0.7050 | 0.7209 | 0.8490 |
291
- | No log | 5.3933 | 480 | 0.7140 | 0.6815 | 0.7140 | 0.8450 |
292
- | No log | 5.4157 | 482 | 0.7171 | 0.6861 | 0.7171 | 0.8468 |
293
- | No log | 5.4382 | 484 | 0.7707 | 0.6519 | 0.7707 | 0.8779 |
294
- | No log | 5.4607 | 486 | 0.7759 | 0.6912 | 0.7759 | 0.8809 |
295
- | No log | 5.4831 | 488 | 0.7613 | 0.6815 | 0.7613 | 0.8725 |
296
- | No log | 5.5056 | 490 | 0.7500 | 0.7153 | 0.7500 | 0.8660 |
297
- | No log | 5.5281 | 492 | 0.7064 | 0.7482 | 0.7064 | 0.8405 |
298
- | No log | 5.5506 | 494 | 0.6588 | 0.7324 | 0.6588 | 0.8116 |
299
- | No log | 5.5730 | 496 | 0.6533 | 0.7517 | 0.6533 | 0.8083 |
300
- | No log | 5.5955 | 498 | 0.6698 | 0.7467 | 0.6698 | 0.8184 |
301
- | 0.5126 | 5.6180 | 500 | 0.7001 | 0.7310 | 0.7001 | 0.8367 |
302
- | 0.5126 | 5.6404 | 502 | 0.7495 | 0.6715 | 0.7495 | 0.8657 |
303
- | 0.5126 | 5.6629 | 504 | 0.8608 | 0.6423 | 0.8608 | 0.9278 |
304
- | 0.5126 | 5.6854 | 506 | 0.8842 | 0.6370 | 0.8842 | 0.9403 |
305
- | 0.5126 | 5.7079 | 508 | 0.8238 | 0.6269 | 0.8238 | 0.9076 |
306
- | 0.5126 | 5.7303 | 510 | 0.7447 | 0.6519 | 0.7447 | 0.8629 |
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task1_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task1_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: 0.8347
19
+ - Qwk: 0.725
20
+ - Mse: 0.8347
21
+ - Rmse: 0.9136
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.025 | 2 | 6.6183 | 0.0308 | 6.6183 | 2.5726 |
53
+ | No log | 0.05 | 4 | 4.0742 | 0.0779 | 4.0742 | 2.0185 |
54
+ | No log | 0.075 | 6 | 2.7883 | 0.0633 | 2.7883 | 1.6698 |
55
+ | No log | 0.1 | 8 | 2.1851 | 0.1053 | 2.1851 | 1.4782 |
56
+ | No log | 0.125 | 10 | 1.9752 | 0.2373 | 1.9752 | 1.4054 |
57
+ | No log | 0.15 | 12 | 1.7519 | 0.2162 | 1.7519 | 1.3236 |
58
+ | No log | 0.175 | 14 | 1.7923 | 0.1698 | 1.7923 | 1.3388 |
59
+ | No log | 0.2 | 16 | 1.7458 | 0.2586 | 1.7458 | 1.3213 |
60
+ | No log | 0.225 | 18 | 2.7517 | 0.0774 | 2.7517 | 1.6588 |
61
+ | No log | 0.25 | 20 | 2.9969 | 0.0617 | 2.9969 | 1.7311 |
62
+ | No log | 0.275 | 22 | 2.3367 | 0.0704 | 2.3367 | 1.5286 |
63
+ | No log | 0.3 | 24 | 1.7617 | 0.3009 | 1.7617 | 1.3273 |
64
+ | No log | 0.325 | 26 | 1.7766 | 0.2364 | 1.7766 | 1.3329 |
65
+ | No log | 0.35 | 28 | 1.8635 | 0.2783 | 1.8635 | 1.3651 |
66
+ | No log | 0.375 | 30 | 1.8970 | 0.3279 | 1.8970 | 1.3773 |
67
+ | No log | 0.4 | 32 | 1.9332 | 0.3175 | 1.9332 | 1.3904 |
68
+ | No log | 0.425 | 34 | 1.8191 | 0.3307 | 1.8191 | 1.3487 |
69
+ | No log | 0.45 | 36 | 1.8123 | 0.3307 | 1.8123 | 1.3462 |
70
+ | No log | 0.475 | 38 | 1.5925 | 0.3360 | 1.5925 | 1.2620 |
71
+ | No log | 0.5 | 40 | 2.0246 | 0.3425 | 2.0246 | 1.4229 |
72
+ | No log | 0.525 | 42 | 2.1265 | 0.2933 | 2.1265 | 1.4582 |
73
+ | No log | 0.55 | 44 | 1.9712 | 0.3537 | 1.9712 | 1.4040 |
74
+ | No log | 0.575 | 46 | 1.3645 | 0.4526 | 1.3645 | 1.1681 |
75
+ | No log | 0.6 | 48 | 1.2598 | 0.5263 | 1.2598 | 1.1224 |
76
+ | No log | 0.625 | 50 | 1.7295 | 0.4247 | 1.7295 | 1.3151 |
77
+ | No log | 0.65 | 52 | 2.6510 | 0.2813 | 2.6510 | 1.6282 |
78
+ | No log | 0.675 | 54 | 2.5977 | 0.2974 | 2.5977 | 1.6118 |
79
+ | No log | 0.7 | 56 | 2.4413 | 0.2769 | 2.4413 | 1.5625 |
80
+ | No log | 0.725 | 58 | 2.2990 | 0.2903 | 2.2990 | 1.5163 |
81
+ | No log | 0.75 | 60 | 1.7304 | 0.4348 | 1.7304 | 1.3154 |
82
+ | No log | 0.775 | 62 | 1.3075 | 0.4706 | 1.3075 | 1.1435 |
83
+ | No log | 0.8 | 64 | 1.2333 | 0.4923 | 1.2333 | 1.1105 |
84
+ | No log | 0.825 | 66 | 1.2342 | 0.4762 | 1.2342 | 1.1109 |
85
+ | No log | 0.85 | 68 | 1.1440 | 0.4697 | 1.1440 | 1.0696 |
86
+ | No log | 0.875 | 70 | 1.2329 | 0.5306 | 1.2329 | 1.1104 |
87
+ | No log | 0.9 | 72 | 1.4216 | 0.5584 | 1.4216 | 1.1923 |
88
+ | No log | 0.925 | 74 | 1.4000 | 0.5466 | 1.4000 | 1.1832 |
89
+ | No log | 0.95 | 76 | 1.2719 | 0.5696 | 1.2719 | 1.1278 |
90
+ | No log | 0.975 | 78 | 1.5131 | 0.5422 | 1.5131 | 1.2301 |
91
+ | No log | 1.0 | 80 | 1.6490 | 0.4908 | 1.6490 | 1.2841 |
92
+ | No log | 1.025 | 82 | 1.5338 | 0.5641 | 1.5338 | 1.2385 |
93
+ | No log | 1.05 | 84 | 1.1320 | 0.6081 | 1.1320 | 1.0639 |
94
+ | No log | 1.075 | 86 | 0.9126 | 0.6577 | 0.9126 | 0.9553 |
95
+ | No log | 1.1 | 88 | 0.8448 | 0.7067 | 0.8448 | 0.9191 |
96
+ | No log | 1.125 | 90 | 0.8732 | 0.6351 | 0.8732 | 0.9345 |
97
+ | No log | 1.15 | 92 | 1.2087 | 0.5986 | 1.2087 | 1.0994 |
98
+ | No log | 1.175 | 94 | 1.3980 | 0.5676 | 1.3980 | 1.1824 |
99
+ | No log | 1.2 | 96 | 1.1995 | 0.5946 | 1.1995 | 1.0952 |
100
+ | No log | 1.225 | 98 | 1.0039 | 0.64 | 1.0039 | 1.0020 |
101
+ | No log | 1.25 | 100 | 0.9099 | 0.6577 | 0.9099 | 0.9539 |
102
+ | No log | 1.275 | 102 | 0.8930 | 0.64 | 0.8930 | 0.9450 |
103
+ | No log | 1.3 | 104 | 0.9772 | 0.6623 | 0.9772 | 0.9885 |
104
+ | No log | 1.325 | 106 | 1.1492 | 0.6234 | 1.1492 | 1.0720 |
105
+ | No log | 1.35 | 108 | 1.4311 | 0.5902 | 1.4311 | 1.1963 |
106
+ | No log | 1.375 | 110 | 1.1565 | 0.6441 | 1.1565 | 1.0754 |
107
+ | No log | 1.4 | 112 | 0.8354 | 0.7326 | 0.8354 | 0.9140 |
108
+ | No log | 1.425 | 114 | 0.7980 | 0.7399 | 0.7980 | 0.8933 |
109
+ | No log | 1.45 | 116 | 1.0652 | 0.6703 | 1.0652 | 1.0321 |
110
+ | No log | 1.475 | 118 | 1.1177 | 0.6595 | 1.1177 | 1.0572 |
111
+ | No log | 1.5 | 120 | 0.8234 | 0.7545 | 0.8234 | 0.9074 |
112
+ | No log | 1.525 | 122 | 0.7576 | 0.7172 | 0.7576 | 0.8704 |
113
+ | No log | 1.55 | 124 | 0.9182 | 0.6389 | 0.9182 | 0.9582 |
114
+ | No log | 1.575 | 126 | 0.8437 | 0.7075 | 0.8437 | 0.9185 |
115
+ | No log | 1.6 | 128 | 1.0414 | 0.6027 | 1.0414 | 1.0205 |
116
+ | No log | 1.625 | 130 | 1.4435 | 0.5389 | 1.4435 | 1.2015 |
117
+ | No log | 1.65 | 132 | 1.3833 | 0.5542 | 1.3833 | 1.1762 |
118
+ | No log | 1.675 | 134 | 1.2556 | 0.6145 | 1.2556 | 1.1205 |
119
+ | No log | 1.7 | 136 | 0.9171 | 0.6835 | 0.9171 | 0.9576 |
120
+ | No log | 1.725 | 138 | 0.7882 | 0.7237 | 0.7882 | 0.8878 |
121
+ | No log | 1.75 | 140 | 0.7456 | 0.7712 | 0.7456 | 0.8635 |
122
+ | No log | 1.775 | 142 | 0.7000 | 0.7712 | 0.7000 | 0.8367 |
123
+ | No log | 1.8 | 144 | 0.6810 | 0.7871 | 0.6810 | 0.8252 |
124
+ | No log | 1.825 | 146 | 0.6610 | 0.7898 | 0.6610 | 0.8130 |
125
+ | No log | 1.85 | 148 | 0.6723 | 0.8121 | 0.6723 | 0.8199 |
126
+ | No log | 1.875 | 150 | 0.6658 | 0.7898 | 0.6658 | 0.8159 |
127
+ | No log | 1.9 | 152 | 0.7711 | 0.6933 | 0.7711 | 0.8781 |
128
+ | No log | 1.925 | 154 | 1.0443 | 0.5556 | 1.0443 | 1.0219 |
129
+ | No log | 1.95 | 156 | 1.0527 | 0.5556 | 1.0527 | 1.0260 |
130
+ | No log | 1.975 | 158 | 0.8372 | 0.6853 | 0.8372 | 0.9150 |
131
+ | No log | 2.0 | 160 | 0.8034 | 0.7248 | 0.8034 | 0.8963 |
132
+ | No log | 2.025 | 162 | 0.9878 | 0.6364 | 0.9878 | 0.9939 |
133
+ | No log | 2.05 | 164 | 0.9834 | 0.6410 | 0.9834 | 0.9916 |
134
+ | No log | 2.075 | 166 | 0.8695 | 0.6759 | 0.8695 | 0.9324 |
135
+ | No log | 2.1 | 168 | 0.8082 | 0.7123 | 0.8082 | 0.8990 |
136
+ | No log | 2.125 | 170 | 0.8071 | 0.7114 | 0.8071 | 0.8984 |
137
+ | No log | 2.15 | 172 | 0.9461 | 0.7160 | 0.9461 | 0.9727 |
138
+ | No log | 2.175 | 174 | 1.3464 | 0.5665 | 1.3464 | 1.1604 |
139
+ | No log | 2.2 | 176 | 1.6261 | 0.5424 | 1.6261 | 1.2752 |
140
+ | No log | 2.225 | 178 | 1.2834 | 0.5862 | 1.2834 | 1.1329 |
141
+ | No log | 2.25 | 180 | 0.8094 | 0.7394 | 0.8094 | 0.8997 |
142
+ | No log | 2.275 | 182 | 0.6705 | 0.7692 | 0.6705 | 0.8189 |
143
+ | No log | 2.3 | 184 | 0.6274 | 0.7898 | 0.6274 | 0.7921 |
144
+ | No log | 2.325 | 186 | 0.6340 | 0.8 | 0.6340 | 0.7962 |
145
+ | No log | 2.35 | 188 | 0.7165 | 0.7556 | 0.7165 | 0.8465 |
146
+ | No log | 2.375 | 190 | 0.9934 | 0.7403 | 0.9934 | 0.9967 |
147
+ | No log | 2.4 | 192 | 1.1444 | 0.7 | 1.1444 | 1.0698 |
148
+ | No log | 2.425 | 194 | 1.3219 | 0.6328 | 1.3219 | 1.1498 |
149
+ | No log | 2.45 | 196 | 1.1478 | 0.6667 | 1.1478 | 1.0714 |
150
+ | No log | 2.475 | 198 | 1.0438 | 0.6782 | 1.0438 | 1.0216 |
151
+ | No log | 2.5 | 200 | 0.9596 | 0.6860 | 0.9596 | 0.9796 |
152
+ | No log | 2.525 | 202 | 1.0474 | 0.6893 | 1.0474 | 1.0234 |
153
+ | No log | 2.55 | 204 | 0.9735 | 0.7079 | 0.9735 | 0.9867 |
154
+ | No log | 2.575 | 206 | 0.9034 | 0.7151 | 0.9034 | 0.9505 |
155
+ | No log | 2.6 | 208 | 0.7757 | 0.7711 | 0.7757 | 0.8807 |
156
+ | No log | 2.625 | 210 | 0.6876 | 0.7517 | 0.6876 | 0.8292 |
157
+ | No log | 2.65 | 212 | 0.6889 | 0.7448 | 0.6889 | 0.8300 |
158
+ | No log | 2.675 | 214 | 0.7218 | 0.7517 | 0.7218 | 0.8496 |
159
+ | No log | 2.7 | 216 | 0.9010 | 0.6842 | 0.9010 | 0.9492 |
160
+ | No log | 2.725 | 218 | 0.9240 | 0.7117 | 0.9240 | 0.9613 |
161
+ | No log | 2.75 | 220 | 0.8583 | 0.7456 | 0.8583 | 0.9264 |
162
+ | No log | 2.775 | 222 | 0.9165 | 0.7065 | 0.9165 | 0.9574 |
163
+ | No log | 2.8 | 224 | 1.1170 | 0.6771 | 1.1170 | 1.0569 |
164
+ | No log | 2.825 | 226 | 1.1437 | 0.6597 | 1.1437 | 1.0695 |
165
+ | No log | 2.85 | 228 | 0.8195 | 0.7442 | 0.8195 | 0.9053 |
166
+ | No log | 2.875 | 230 | 0.6890 | 0.7927 | 0.6890 | 0.8300 |
167
+ | No log | 2.9 | 232 | 0.6602 | 0.7771 | 0.6602 | 0.8126 |
168
+ | No log | 2.925 | 234 | 0.7190 | 0.7643 | 0.7190 | 0.8479 |
169
+ | No log | 2.95 | 236 | 0.7409 | 0.7417 | 0.7409 | 0.8607 |
170
+ | No log | 2.975 | 238 | 0.7381 | 0.7383 | 0.7381 | 0.8591 |
171
+ | No log | 3.0 | 240 | 0.7218 | 0.7347 | 0.7218 | 0.8496 |
172
+ | No log | 3.025 | 242 | 0.7856 | 0.7042 | 0.7856 | 0.8863 |
173
+ | No log | 3.05 | 244 | 0.9087 | 0.6331 | 0.9087 | 0.9532 |
174
+ | No log | 3.075 | 246 | 0.7692 | 0.7 | 0.7692 | 0.8770 |
175
+ | No log | 3.1 | 248 | 0.7711 | 0.6716 | 0.7711 | 0.8781 |
176
+ | No log | 3.125 | 250 | 0.8285 | 0.6714 | 0.8285 | 0.9102 |
177
+ | No log | 3.15 | 252 | 0.8289 | 0.6713 | 0.8289 | 0.9105 |
178
+ | No log | 3.175 | 254 | 0.7741 | 0.7483 | 0.7741 | 0.8798 |
179
+ | No log | 3.2 | 256 | 0.7541 | 0.7821 | 0.7541 | 0.8684 |
180
+ | No log | 3.225 | 258 | 0.7470 | 0.7821 | 0.7470 | 0.8643 |
181
+ | No log | 3.25 | 260 | 0.7269 | 0.8025 | 0.7269 | 0.8526 |
182
+ | No log | 3.275 | 262 | 0.7115 | 0.7875 | 0.7115 | 0.8435 |
183
+ | No log | 3.3 | 264 | 0.6641 | 0.7733 | 0.6641 | 0.8149 |
184
+ | No log | 3.325 | 266 | 0.6844 | 0.7517 | 0.6844 | 0.8273 |
185
+ | No log | 3.35 | 268 | 0.7144 | 0.7771 | 0.7144 | 0.8452 |
186
+ | No log | 3.375 | 270 | 0.8375 | 0.7468 | 0.8375 | 0.9152 |
187
+ | No log | 3.4 | 272 | 1.0564 | 0.5696 | 1.0564 | 1.0278 |
188
+ | No log | 3.425 | 274 | 1.1741 | 0.5912 | 1.1741 | 1.0836 |
189
+ | No log | 3.45 | 276 | 1.0570 | 0.5419 | 1.0570 | 1.0281 |
190
+ | No log | 3.475 | 278 | 0.8242 | 0.7261 | 0.8242 | 0.9079 |
191
+ | No log | 3.5 | 280 | 0.7131 | 0.7671 | 0.7131 | 0.8445 |
192
+ | No log | 3.525 | 282 | 0.8135 | 0.6853 | 0.8135 | 0.9019 |
193
+ | No log | 3.55 | 284 | 0.8371 | 0.6713 | 0.8371 | 0.9150 |
194
+ | No log | 3.575 | 286 | 0.7933 | 0.7483 | 0.7933 | 0.8907 |
195
+ | No log | 3.6 | 288 | 0.8037 | 0.7516 | 0.8037 | 0.8965 |
196
+ | No log | 3.625 | 290 | 0.8887 | 0.6918 | 0.8887 | 0.9427 |
197
+ | No log | 3.65 | 292 | 0.8919 | 0.6988 | 0.8919 | 0.9444 |
198
+ | No log | 3.675 | 294 | 0.8433 | 0.7305 | 0.8433 | 0.9183 |
199
+ | No log | 3.7 | 296 | 0.7741 | 0.7545 | 0.7741 | 0.8798 |
200
+ | No log | 3.725 | 298 | 0.7518 | 0.7901 | 0.7518 | 0.8671 |
201
+ | No log | 3.75 | 300 | 0.7664 | 0.7826 | 0.7664 | 0.8754 |
202
+ | No log | 3.775 | 302 | 0.8133 | 0.7362 | 0.8133 | 0.9018 |
203
+ | No log | 3.8 | 304 | 1.0186 | 0.6705 | 1.0186 | 1.0093 |
204
+ | No log | 3.825 | 306 | 1.3485 | 0.6364 | 1.3485 | 1.1612 |
205
+ | No log | 3.85 | 308 | 1.3265 | 0.6354 | 1.3265 | 1.1517 |
206
+ | No log | 3.875 | 310 | 1.2561 | 0.6383 | 1.2561 | 1.1208 |
207
+ | No log | 3.9 | 312 | 1.0493 | 0.6593 | 1.0493 | 1.0244 |
208
+ | No log | 3.925 | 314 | 0.8931 | 0.7079 | 0.8931 | 0.9450 |
209
+ | No log | 3.95 | 316 | 0.8629 | 0.7108 | 0.8629 | 0.9289 |
210
+ | No log | 3.975 | 318 | 0.7999 | 0.7205 | 0.7999 | 0.8944 |
211
+ | No log | 4.0 | 320 | 0.7421 | 0.7547 | 0.7421 | 0.8614 |
212
+ | No log | 4.025 | 322 | 0.7274 | 0.7848 | 0.7274 | 0.8529 |
213
+ | No log | 4.05 | 324 | 0.7527 | 0.76 | 0.7527 | 0.8676 |
214
+ | No log | 4.075 | 326 | 0.7979 | 0.7310 | 0.7979 | 0.8932 |
215
+ | No log | 4.1 | 328 | 0.8259 | 0.7234 | 0.8259 | 0.9088 |
216
+ | No log | 4.125 | 330 | 0.8037 | 0.7273 | 0.8037 | 0.8965 |
217
+ | No log | 4.15 | 332 | 0.7864 | 0.6803 | 0.7864 | 0.8868 |
218
+ | No log | 4.175 | 334 | 0.7999 | 0.7179 | 0.7999 | 0.8944 |
219
+ | No log | 4.2 | 336 | 0.8315 | 0.7051 | 0.8315 | 0.9119 |
220
+ | No log | 4.225 | 338 | 0.8080 | 0.6846 | 0.8080 | 0.8989 |
221
+ | No log | 4.25 | 340 | 0.7879 | 0.7285 | 0.7879 | 0.8876 |
222
+ | No log | 4.275 | 342 | 0.8009 | 0.6933 | 0.8009 | 0.8950 |
223
+ | No log | 4.3 | 344 | 0.8137 | 0.6974 | 0.8137 | 0.9021 |
224
+ | No log | 4.325 | 346 | 0.8113 | 0.7089 | 0.8113 | 0.9007 |
225
+ | No log | 4.35 | 348 | 0.7506 | 0.7636 | 0.7506 | 0.8664 |
226
+ | No log | 4.375 | 350 | 0.7092 | 0.7976 | 0.7092 | 0.8421 |
227
+ | No log | 4.4 | 352 | 0.6805 | 0.8047 | 0.6805 | 0.8249 |
228
+ | No log | 4.425 | 354 | 0.6784 | 0.8121 | 0.6784 | 0.8237 |
229
+ | No log | 4.45 | 356 | 0.7618 | 0.7925 | 0.7618 | 0.8728 |
230
+ | No log | 4.475 | 358 | 0.7463 | 0.7763 | 0.7463 | 0.8639 |
231
+ | No log | 4.5 | 360 | 0.7026 | 0.7771 | 0.7026 | 0.8382 |
232
+ | No log | 4.525 | 362 | 0.7335 | 0.7636 | 0.7335 | 0.8564 |
233
+ | No log | 4.55 | 364 | 0.8769 | 0.6829 | 0.8769 | 0.9364 |
234
+ | No log | 4.575 | 366 | 0.9505 | 0.6909 | 0.9505 | 0.9749 |
235
+ | No log | 4.6 | 368 | 0.8804 | 0.7381 | 0.8804 | 0.9383 |
236
+ | No log | 4.625 | 370 | 0.7880 | 0.7456 | 0.7880 | 0.8877 |
237
+ | No log | 4.65 | 372 | 0.8318 | 0.7456 | 0.8318 | 0.9120 |
238
+ | No log | 4.675 | 374 | 0.7126 | 0.7647 | 0.7126 | 0.8441 |
239
+ | No log | 4.7 | 376 | 0.6198 | 0.7976 | 0.6198 | 0.7873 |
240
+ | No log | 4.725 | 378 | 0.5848 | 0.8070 | 0.5848 | 0.7647 |
241
+ | No log | 4.75 | 380 | 0.5745 | 0.7904 | 0.5745 | 0.7580 |
242
+ | No log | 4.775 | 382 | 0.6156 | 0.8193 | 0.6156 | 0.7846 |
243
+ | No log | 4.8 | 384 | 0.7368 | 0.7239 | 0.7368 | 0.8583 |
244
+ | No log | 4.825 | 386 | 0.9072 | 0.6928 | 0.9072 | 0.9525 |
245
+ | No log | 4.85 | 388 | 1.0326 | 0.6111 | 1.0326 | 1.0162 |
246
+ | No log | 4.875 | 390 | 1.0881 | 0.5816 | 1.0881 | 1.0431 |
247
+ | No log | 4.9 | 392 | 0.9761 | 0.6277 | 0.9761 | 0.9880 |
248
+ | No log | 4.925 | 394 | 0.8115 | 0.6806 | 0.8115 | 0.9008 |
249
+ | No log | 4.95 | 396 | 0.6928 | 0.7484 | 0.6928 | 0.8323 |
250
+ | No log | 4.975 | 398 | 0.8240 | 0.7195 | 0.8240 | 0.9078 |
251
+ | No log | 5.0 | 400 | 1.1796 | 0.6207 | 1.1796 | 1.0861 |
252
+ | No log | 5.025 | 402 | 1.2661 | 0.6127 | 1.2661 | 1.1252 |
253
+ | No log | 5.05 | 404 | 1.0918 | 0.6061 | 1.0918 | 1.0449 |
254
+ | No log | 5.075 | 406 | 0.8964 | 0.7030 | 0.8964 | 0.9468 |
255
+ | No log | 5.1 | 408 | 0.8476 | 0.7305 | 0.8476 | 0.9206 |
256
+ | No log | 5.125 | 410 | 0.8243 | 0.7108 | 0.8243 | 0.9079 |
257
+ | No log | 5.15 | 412 | 0.9149 | 0.7135 | 0.9149 | 0.9565 |
258
+ | No log | 5.175 | 414 | 1.0319 | 0.6740 | 1.0319 | 1.0158 |
259
+ | No log | 5.2 | 416 | 1.0948 | 0.6778 | 1.0948 | 1.0463 |
260
+ | No log | 5.225 | 418 | 1.0669 | 0.6514 | 1.0669 | 1.0329 |
261
+ | No log | 5.25 | 420 | 0.9466 | 0.6667 | 0.9466 | 0.9730 |
262
+ | No log | 5.275 | 422 | 0.9342 | 0.6709 | 0.9342 | 0.9666 |
263
+ | No log | 5.3 | 424 | 0.8961 | 0.6923 | 0.8961 | 0.9466 |
264
+ | No log | 5.325 | 426 | 0.8742 | 0.6849 | 0.8742 | 0.9350 |
265
+ | No log | 5.35 | 428 | 0.9007 | 0.6711 | 0.9007 | 0.9491 |
266
+ | No log | 5.375 | 430 | 0.9548 | 0.6497 | 0.9548 | 0.9771 |
267
+ | No log | 5.4 | 432 | 0.9381 | 0.6832 | 0.9381 | 0.9686 |
268
+ | No log | 5.425 | 434 | 0.9759 | 0.6667 | 0.9759 | 0.9879 |
269
+ | No log | 5.45 | 436 | 1.0322 | 0.6424 | 1.0322 | 1.0160 |
270
+ | No log | 5.475 | 438 | 1.0790 | 0.6429 | 1.0790 | 1.0387 |
271
+ | No log | 5.5 | 440 | 1.1373 | 0.6108 | 1.1373 | 1.0664 |
272
+ | No log | 5.525 | 442 | 1.2857 | 0.5629 | 1.2857 | 1.1339 |
273
+ | No log | 5.55 | 444 | 1.1527 | 0.6061 | 1.1527 | 1.0737 |
274
+ | No log | 5.575 | 446 | 0.8716 | 0.6624 | 0.8716 | 0.9336 |
275
+ | No log | 5.6 | 448 | 0.7479 | 0.7308 | 0.7479 | 0.8648 |
276
+ | No log | 5.625 | 450 | 0.6736 | 0.7417 | 0.6736 | 0.8207 |
277
+ | No log | 5.65 | 452 | 0.6893 | 0.7451 | 0.6893 | 0.8302 |
278
+ | No log | 5.675 | 454 | 0.6514 | 0.7532 | 0.6514 | 0.8071 |
279
+ | No log | 5.7 | 456 | 0.6465 | 0.7682 | 0.6465 | 0.8041 |
280
+ | No log | 5.725 | 458 | 0.6490 | 0.7619 | 0.6490 | 0.8056 |
281
+ | No log | 5.75 | 460 | 0.6911 | 0.7534 | 0.6911 | 0.8313 |
282
+ | No log | 5.775 | 462 | 0.7423 | 0.7376 | 0.7423 | 0.8616 |
283
+ | No log | 5.8 | 464 | 0.7820 | 0.7153 | 0.7820 | 0.8843 |
284
+ | No log | 5.825 | 466 | 0.8067 | 0.6765 | 0.8067 | 0.8982 |
285
+ | No log | 5.85 | 468 | 0.9219 | 0.5793 | 0.9219 | 0.9602 |
286
+ | No log | 5.875 | 470 | 1.0432 | 0.6013 | 1.0432 | 1.0213 |
287
+ | No log | 5.9 | 472 | 0.9515 | 0.6282 | 0.9515 | 0.9755 |
288
+ | No log | 5.925 | 474 | 0.8187 | 0.7407 | 0.8187 | 0.9048 |
289
+ | No log | 5.95 | 476 | 0.7097 | 0.7831 | 0.7097 | 0.8424 |
290
+ | No log | 5.975 | 478 | 0.7357 | 0.7758 | 0.7357 | 0.8577 |
291
+ | No log | 6.0 | 480 | 0.7609 | 0.7485 | 0.7609 | 0.8723 |
292
+ | No log | 6.025 | 482 | 0.8299 | 0.7561 | 0.8299 | 0.9110 |
293
+ | No log | 6.05 | 484 | 0.8166 | 0.7665 | 0.8166 | 0.9037 |
294
+ | No log | 6.075 | 486 | 0.7946 | 0.7665 | 0.7946 | 0.8914 |
295
+ | No log | 6.1 | 488 | 0.7933 | 0.7665 | 0.7933 | 0.8907 |
296
+ | No log | 6.125 | 490 | 0.7188 | 0.8025 | 0.7188 | 0.8478 |
297
+ | No log | 6.15 | 492 | 0.6495 | 0.7895 | 0.6495 | 0.8059 |
298
+ | No log | 6.175 | 494 | 0.6818 | 0.7671 | 0.6818 | 0.8257 |
299
+ | No log | 6.2 | 496 | 0.7152 | 0.7092 | 0.7152 | 0.8457 |
300
+ | No log | 6.225 | 498 | 0.6978 | 0.7429 | 0.6978 | 0.8353 |
301
+ | 0.4143 | 6.25 | 500 | 0.6833 | 0.7586 | 0.6833 | 0.8266 |
302
+ | 0.4143 | 6.275 | 502 | 0.6856 | 0.7703 | 0.6856 | 0.8280 |
303
+ | 0.4143 | 6.3 | 504 | 0.6728 | 0.7703 | 0.6728 | 0.8202 |
304
+ | 0.4143 | 6.325 | 506 | 0.6952 | 0.7429 | 0.6952 | 0.8338 |
305
+ | 0.4143 | 6.35 | 508 | 0.7066 | 0.7552 | 0.7066 | 0.8406 |
306
+ | 0.4143 | 6.375 | 510 | 0.7161 | 0.7785 | 0.7161 | 0.8462 |
307
+ | 0.4143 | 6.4 | 512 | 0.7279 | 0.7821 | 0.7279 | 0.8532 |
308
+ | 0.4143 | 6.425 | 514 | 0.7779 | 0.7643 | 0.7779 | 0.8820 |
309
+ | 0.4143 | 6.45 | 516 | 0.8811 | 0.7051 | 0.8811 | 0.9387 |
310
+ | 0.4143 | 6.475 | 518 | 0.9230 | 0.6795 | 0.9230 | 0.9607 |
311
+ | 0.4143 | 6.5 | 520 | 0.9451 | 0.6795 | 0.9451 | 0.9722 |
312
+ | 0.4143 | 6.525 | 522 | 0.8644 | 0.6752 | 0.8644 | 0.9298 |
313
+ | 0.4143 | 6.55 | 524 | 0.8347 | 0.725 | 0.8347 | 0.9136 |
314
 
315
 
316
  ### Framework versions
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