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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_task3_organization

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bert
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task3_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task3_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0323
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- - Qwk: -0.0648
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- - Mse: 1.0323
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- - Rmse: 1.0160
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  ## Model description
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@@ -49,370 +49,300 @@ 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 | 0.1538 | 2 | 3.8664 | 0.0017 | 3.8664 | 1.9663 |
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- | No log | 0.3077 | 4 | 2.0204 | 0.0672 | 2.0204 | 1.4214 |
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- | No log | 0.4615 | 6 | 2.5026 | -0.0150 | 2.5026 | 1.5820 |
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- | No log | 0.6154 | 8 | 1.7223 | 0.0194 | 1.7223 | 1.3124 |
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- | No log | 0.7692 | 10 | 1.6980 | -0.0996 | 1.6980 | 1.3031 |
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- | No log | 0.9231 | 12 | 0.9377 | 0.0134 | 0.9377 | 0.9683 |
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- | No log | 1.0769 | 14 | 1.0291 | 0.0651 | 1.0291 | 1.0145 |
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- | No log | 1.2308 | 16 | 1.7916 | -0.0712 | 1.7916 | 1.3385 |
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- | No log | 1.3846 | 18 | 1.3110 | -0.0712 | 1.3110 | 1.1450 |
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- | No log | 1.5385 | 20 | 0.7653 | -0.0695 | 0.7653 | 0.8748 |
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- | No log | 1.6923 | 22 | 0.7318 | -0.0551 | 0.7318 | 0.8555 |
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- | No log | 1.8462 | 24 | 0.8383 | 0.1107 | 0.8383 | 0.9156 |
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- | No log | 2.0 | 26 | 1.1859 | -0.0457 | 1.1859 | 1.0890 |
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- | No log | 2.1538 | 28 | 1.3996 | -0.0490 | 1.3996 | 1.1830 |
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- | No log | 2.3077 | 30 | 1.0437 | -0.0411 | 1.0437 | 1.0216 |
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- | No log | 2.4615 | 32 | 0.8414 | -0.0408 | 0.8414 | 0.9173 |
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- | No log | 2.6154 | 34 | 0.8846 | 0.0287 | 0.8846 | 0.9405 |
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- | No log | 2.7692 | 36 | 0.9781 | 0.0458 | 0.9781 | 0.9890 |
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- | No log | 2.9231 | 38 | 1.3263 | -0.0468 | 1.3263 | 1.1516 |
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- | No log | 3.0769 | 40 | 1.2289 | -0.0446 | 1.2289 | 1.1086 |
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- | No log | 3.2308 | 42 | 0.8090 | -0.0331 | 0.8090 | 0.8994 |
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- | No log | 3.3846 | 44 | 0.7235 | 0.0460 | 0.7235 | 0.8506 |
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- | No log | 3.5385 | 46 | 0.8072 | -0.1249 | 0.8072 | 0.8984 |
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- | No log | 3.6923 | 48 | 1.7579 | 0.0059 | 1.7579 | 1.3259 |
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- | No log | 3.8462 | 50 | 2.1972 | -0.0474 | 2.1972 | 1.4823 |
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- | No log | 4.0 | 52 | 1.4783 | -0.0098 | 1.4783 | 1.2158 |
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- | No log | 4.1538 | 54 | 0.8533 | -0.1994 | 0.8533 | 0.9237 |
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- | No log | 4.3077 | 56 | 0.8381 | -0.1527 | 0.8381 | 0.9155 |
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- | No log | 4.4615 | 58 | 1.0014 | -0.0468 | 1.0014 | 1.0007 |
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- | No log | 4.6154 | 60 | 1.4288 | 0.0231 | 1.4288 | 1.1953 |
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- | No log | 4.7692 | 62 | 1.4641 | -0.0387 | 1.4641 | 1.2100 |
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- | No log | 4.9231 | 64 | 0.9552 | -0.0757 | 0.9552 | 0.9773 |
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- | No log | 5.0769 | 66 | 0.8319 | -0.1916 | 0.8319 | 0.9121 |
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- | No log | 5.2308 | 68 | 0.9403 | -0.0694 | 0.9403 | 0.9697 |
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- | No log | 5.3846 | 70 | 1.6270 | -0.0399 | 1.6270 | 1.2756 |
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- | No log | 5.5385 | 72 | 1.8718 | -0.0890 | 1.8718 | 1.3681 |
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- | No log | 5.6923 | 74 | 1.2522 | 0.0086 | 1.2522 | 1.1190 |
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- | No log | 5.8462 | 76 | 0.8574 | -0.1116 | 0.8574 | 0.9259 |
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- | No log | 6.0 | 78 | 0.8172 | -0.1468 | 0.8172 | 0.9040 |
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- | No log | 6.1538 | 80 | 0.8945 | -0.1184 | 0.8945 | 0.9458 |
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- | No log | 6.3077 | 82 | 1.0373 | -0.1214 | 1.0373 | 1.0185 |
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- | No log | 6.4615 | 84 | 0.9859 | -0.0391 | 0.9859 | 0.9929 |
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- | No log | 6.6154 | 86 | 0.8213 | -0.1088 | 0.8213 | 0.9063 |
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- | No log | 6.7692 | 88 | 0.8082 | -0.1081 | 0.8082 | 0.8990 |
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- | No log | 6.9231 | 90 | 0.9698 | -0.0837 | 0.9698 | 0.9848 |
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- | No log | 7.0769 | 92 | 1.0628 | -0.0500 | 1.0628 | 1.0309 |
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- | No log | 7.2308 | 94 | 0.8615 | -0.1521 | 0.8615 | 0.9282 |
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- | No log | 7.3846 | 96 | 0.8601 | -0.1531 | 0.8601 | 0.9274 |
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- | No log | 7.5385 | 98 | 0.9974 | -0.1111 | 0.9974 | 0.9987 |
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- | No log | 7.6923 | 100 | 1.1407 | -0.0466 | 1.1407 | 1.0680 |
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- | No log | 7.8462 | 102 | 0.9338 | -0.1093 | 0.9338 | 0.9663 |
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- | No log | 8.0 | 104 | 0.9811 | -0.1501 | 0.9811 | 0.9905 |
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- | No log | 8.1538 | 106 | 1.0429 | -0.1127 | 1.0429 | 1.0212 |
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- | No log | 8.3077 | 108 | 0.8581 | -0.0669 | 0.8581 | 0.9264 |
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- | No log | 8.4615 | 110 | 0.8728 | -0.0283 | 0.8728 | 0.9343 |
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- | No log | 8.6154 | 112 | 1.0084 | -0.0097 | 1.0084 | 1.0042 |
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- | No log | 8.7692 | 114 | 1.0849 | -0.0194 | 1.0849 | 1.0416 |
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- | No log | 8.9231 | 116 | 0.9280 | -0.1140 | 0.9280 | 0.9633 |
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- | No log | 9.0769 | 118 | 0.9208 | -0.1093 | 0.9208 | 0.9596 |
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- | No log | 9.2308 | 120 | 1.1414 | -0.1566 | 1.1414 | 1.0683 |
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- | No log | 9.3846 | 122 | 1.2531 | -0.0948 | 1.2531 | 1.1194 |
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- | No log | 9.5385 | 124 | 0.9506 | -0.0809 | 0.9506 | 0.9750 |
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- | No log | 9.6923 | 126 | 0.8124 | -0.0062 | 0.8124 | 0.9014 |
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- | No log | 9.8462 | 128 | 0.8165 | 0.0375 | 0.8165 | 0.9036 |
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- | No log | 10.0 | 130 | 0.8932 | -0.0355 | 0.8932 | 0.9451 |
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- | No log | 10.1538 | 132 | 1.1095 | -0.0966 | 1.1095 | 1.0533 |
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- | No log | 10.3077 | 134 | 1.1560 | -0.1875 | 1.1560 | 1.0752 |
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- | No log | 10.4615 | 136 | 0.9407 | 0.0152 | 0.9407 | 0.9699 |
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- | No log | 10.6154 | 138 | 0.8572 | -0.0118 | 0.8572 | 0.9258 |
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- | No log | 10.7692 | 140 | 0.9002 | 0.0183 | 0.9002 | 0.9488 |
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- | No log | 10.9231 | 142 | 0.9135 | 0.0095 | 0.9135 | 0.9557 |
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- | No log | 11.0769 | 144 | 0.8730 | 0.0183 | 0.8730 | 0.9344 |
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- | No log | 11.2308 | 146 | 1.0382 | -0.0837 | 1.0382 | 1.0189 |
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- | No log | 11.3846 | 148 | 1.0968 | -0.1172 | 1.0968 | 1.0473 |
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- | No log | 11.5385 | 150 | 0.9536 | -0.1083 | 0.9536 | 0.9765 |
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- | No log | 11.6923 | 152 | 0.8766 | -0.0407 | 0.8766 | 0.9363 |
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- | No log | 11.8462 | 154 | 0.8368 | 0.0030 | 0.8368 | 0.9148 |
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- | No log | 12.0 | 156 | 0.8861 | -0.1191 | 0.8861 | 0.9413 |
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- | No log | 12.1538 | 158 | 1.1601 | -0.0575 | 1.1601 | 1.0771 |
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- | No log | 12.3077 | 160 | 1.1210 | -0.0563 | 1.1210 | 1.0588 |
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- | No log | 12.4615 | 162 | 1.0565 | -0.0885 | 1.0565 | 1.0279 |
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- | No log | 12.6154 | 164 | 0.8834 | -0.0295 | 0.8834 | 0.9399 |
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- | No log | 12.7692 | 166 | 0.8998 | -0.1506 | 0.8998 | 0.9486 |
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- | No log | 12.9231 | 168 | 0.9040 | -0.1083 | 0.9040 | 0.9508 |
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- | No log | 13.0769 | 170 | 0.8463 | -0.1060 | 0.8463 | 0.9199 |
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- | No log | 13.2308 | 172 | 0.8216 | -0.0578 | 0.8216 | 0.9064 |
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- | No log | 13.3846 | 174 | 0.9448 | -0.0799 | 0.9448 | 0.9720 |
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- | No log | 13.5385 | 176 | 1.1158 | -0.0563 | 1.1158 | 1.0563 |
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- | No log | 13.6923 | 178 | 0.9970 | -0.0828 | 0.9970 | 0.9985 |
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- | No log | 13.8462 | 180 | 0.8560 | -0.0488 | 0.8560 | 0.9252 |
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- | No log | 14.0 | 182 | 0.8539 | -0.0678 | 0.8539 | 0.9241 |
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- | No log | 14.1538 | 184 | 0.8033 | 0.0099 | 0.8033 | 0.8963 |
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- | No log | 14.3077 | 186 | 0.8182 | -0.1524 | 0.8182 | 0.9046 |
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- | No log | 14.4615 | 188 | 1.3882 | -0.0925 | 1.3882 | 1.1782 |
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- | No log | 14.6154 | 190 | 1.9469 | -0.0975 | 1.9469 | 1.3953 |
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- | No log | 14.7692 | 192 | 1.8749 | -0.0996 | 1.8749 | 1.3693 |
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- | No log | 14.9231 | 194 | 1.3685 | -0.0657 | 1.3685 | 1.1698 |
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- | No log | 15.0769 | 196 | 0.9800 | -0.1219 | 0.9800 | 0.9900 |
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- | No log | 15.2308 | 198 | 0.9077 | -0.0391 | 0.9077 | 0.9527 |
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- | No log | 15.3846 | 200 | 0.9017 | 0.0068 | 0.9017 | 0.9496 |
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- | No log | 15.5385 | 202 | 1.0049 | -0.1582 | 1.0049 | 1.0025 |
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- | No log | 15.6923 | 204 | 1.1645 | -0.0720 | 1.1645 | 1.0791 |
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- | No log | 15.8462 | 206 | 1.1983 | -0.0720 | 1.1983 | 1.0947 |
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- | No log | 16.0 | 208 | 1.0770 | -0.0925 | 1.0770 | 1.0378 |
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- | No log | 16.1538 | 210 | 0.9409 | -0.0694 | 0.9409 | 0.9700 |
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- | No log | 16.3077 | 212 | 0.9115 | -0.1093 | 0.9115 | 0.9547 |
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- | No log | 16.4615 | 214 | 0.9772 | -0.1219 | 0.9772 | 0.9885 |
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- | No log | 16.6154 | 216 | 1.0775 | -0.0964 | 1.0775 | 1.0380 |
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- | No log | 16.7692 | 218 | 1.0745 | -0.0712 | 1.0745 | 1.0366 |
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- | No log | 16.9231 | 220 | 0.9405 | -0.1232 | 0.9405 | 0.9698 |
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- | No log | 17.0769 | 222 | 0.8045 | -0.0125 | 0.8045 | 0.8969 |
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- | No log | 17.2308 | 224 | 0.8079 | -0.0532 | 0.8079 | 0.8989 |
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- | No log | 17.3846 | 226 | 0.8430 | -0.0118 | 0.8430 | 0.9182 |
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- | No log | 17.5385 | 228 | 0.9672 | -0.0799 | 0.9672 | 0.9835 |
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- | No log | 17.6923 | 230 | 1.1486 | -0.0563 | 1.1486 | 1.0717 |
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- | No log | 17.8462 | 232 | 1.1064 | -0.0526 | 1.1064 | 1.0519 |
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- | No log | 18.0 | 234 | 0.9548 | -0.1564 | 0.9548 | 0.9771 |
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- | No log | 18.1538 | 236 | 0.8714 | -0.0488 | 0.8714 | 0.9335 |
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- | No log | 18.3077 | 238 | 0.8686 | -0.0595 | 0.8686 | 0.9320 |
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- | No log | 18.4615 | 240 | 0.9314 | -0.1623 | 0.9314 | 0.9651 |
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- | No log | 18.6154 | 242 | 1.1783 | -0.0597 | 1.1783 | 1.0855 |
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- | No log | 18.7692 | 244 | 1.3425 | -0.0684 | 1.3425 | 1.1587 |
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- | No log | 18.9231 | 246 | 1.2567 | -0.0974 | 1.2567 | 1.1210 |
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- | No log | 19.0769 | 248 | 1.0534 | -0.0948 | 1.0534 | 1.0263 |
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- | No log | 19.2308 | 250 | 0.9350 | -0.0316 | 0.9350 | 0.9669 |
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- | No log | 19.3846 | 252 | 0.9528 | -0.1197 | 0.9528 | 0.9761 |
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- | No log | 19.5385 | 254 | 1.0130 | -0.2392 | 1.0130 | 1.0065 |
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- | No log | 19.6923 | 256 | 1.0262 | -0.2357 | 1.0262 | 1.0130 |
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- | No log | 19.8462 | 258 | 0.9113 | -0.0295 | 0.9113 | 0.9546 |
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- | No log | 20.0 | 260 | 0.8840 | -0.0767 | 0.8840 | 0.9402 |
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- | No log | 20.1538 | 262 | 0.9580 | -0.0877 | 0.9580 | 0.9788 |
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- | No log | 20.3077 | 264 | 1.0931 | 0.0238 | 1.0931 | 1.0455 |
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- | No log | 20.4615 | 266 | 1.1222 | 0.0238 | 1.1222 | 1.0593 |
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- | No log | 20.6154 | 268 | 1.0848 | 0.0006 | 1.0848 | 1.0415 |
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- | No log | 20.7692 | 270 | 1.1386 | 0.0238 | 1.1386 | 1.0670 |
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- | No log | 20.9231 | 272 | 1.1945 | 0.0217 | 1.1945 | 1.0929 |
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- | No log | 21.0769 | 274 | 1.0998 | 0.0065 | 1.0998 | 1.0487 |
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- | No log | 21.2308 | 276 | 0.9846 | -0.1601 | 0.9846 | 0.9923 |
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- | No log | 21.3846 | 278 | 0.9262 | -0.1148 | 0.9262 | 0.9624 |
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- | No log | 21.5385 | 280 | 0.9050 | -0.0573 | 0.9050 | 0.9513 |
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- | No log | 21.6923 | 282 | 0.9002 | -0.0186 | 0.9002 | 0.9488 |
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- | No log | 21.8462 | 284 | 1.0121 | -0.1582 | 1.0121 | 1.0060 |
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- | No log | 22.0 | 286 | 1.1711 | 0.0217 | 1.1711 | 1.0822 |
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- | No log | 22.1538 | 288 | 1.0644 | -0.0031 | 1.0644 | 1.0317 |
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- | No log | 22.3077 | 290 | 0.8607 | -0.0316 | 0.8607 | 0.9277 |
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- | No log | 22.4615 | 292 | 0.8158 | 0.0282 | 0.8158 | 0.9032 |
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- | No log | 22.6154 | 294 | 0.8157 | 0.0282 | 0.8157 | 0.9032 |
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- | No log | 22.7692 | 296 | 0.9120 | -0.2010 | 0.9120 | 0.9550 |
200
- | No log | 22.9231 | 298 | 1.1412 | -0.0133 | 1.1412 | 1.0683 |
201
- | No log | 23.0769 | 300 | 1.1341 | -0.0720 | 1.1341 | 1.0649 |
202
- | No log | 23.2308 | 302 | 0.9392 | -0.1273 | 0.9392 | 0.9691 |
203
- | No log | 23.3846 | 304 | 0.8113 | -0.0179 | 0.8113 | 0.9007 |
204
- | No log | 23.5385 | 306 | 0.8247 | -0.0449 | 0.8247 | 0.9081 |
205
- | No log | 23.6923 | 308 | 0.8143 | -0.0029 | 0.8143 | 0.9024 |
206
- | No log | 23.8462 | 310 | 0.8268 | -0.0731 | 0.8268 | 0.9093 |
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- | No log | 24.0 | 312 | 0.9603 | -0.0583 | 0.9603 | 0.9799 |
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- | No log | 24.1538 | 314 | 0.9703 | -0.0285 | 0.9703 | 0.9850 |
209
- | No log | 24.3077 | 316 | 0.8844 | -0.1214 | 0.8844 | 0.9404 |
210
- | No log | 24.4615 | 318 | 0.8628 | -0.0818 | 0.8628 | 0.9289 |
211
- | No log | 24.6154 | 320 | 0.8910 | -0.1219 | 0.8910 | 0.9439 |
212
- | No log | 24.7692 | 322 | 0.9210 | -0.0513 | 0.9210 | 0.9597 |
213
- | No log | 24.9231 | 324 | 0.9417 | -0.0513 | 0.9417 | 0.9704 |
214
- | No log | 25.0769 | 326 | 1.0097 | 0.0086 | 1.0097 | 1.0048 |
215
- | No log | 25.2308 | 328 | 0.9766 | -0.0486 | 0.9766 | 0.9882 |
216
- | No log | 25.3846 | 330 | 0.9863 | -0.0837 | 0.9863 | 0.9931 |
217
- | No log | 25.5385 | 332 | 0.9707 | -0.0818 | 0.9707 | 0.9852 |
218
- | No log | 25.6923 | 334 | 0.9423 | -0.0746 | 0.9423 | 0.9707 |
219
- | No log | 25.8462 | 336 | 0.9074 | -0.1077 | 0.9074 | 0.9526 |
220
- | No log | 26.0 | 338 | 0.9457 | -0.0746 | 0.9457 | 0.9725 |
221
- | No log | 26.1538 | 340 | 1.0856 | -0.0586 | 1.0856 | 1.0419 |
222
- | No log | 26.3077 | 342 | 1.1406 | -0.0964 | 1.1406 | 1.0680 |
223
- | No log | 26.4615 | 344 | 1.0513 | -0.0291 | 1.0513 | 1.0253 |
224
- | No log | 26.6154 | 346 | 0.9989 | -0.0586 | 0.9989 | 0.9994 |
225
- | No log | 26.7692 | 348 | 0.9612 | -0.1232 | 0.9612 | 0.9804 |
226
- | No log | 26.9231 | 350 | 0.9914 | -0.0586 | 0.9914 | 0.9957 |
227
- | No log | 27.0769 | 352 | 1.1014 | -0.0398 | 1.1014 | 1.0495 |
228
- | No log | 27.2308 | 354 | 1.1473 | -0.0712 | 1.1473 | 1.0711 |
229
- | No log | 27.3846 | 356 | 1.1441 | -0.1011 | 1.1441 | 1.0696 |
230
- | No log | 27.5385 | 358 | 1.0282 | -0.0345 | 1.0282 | 1.0140 |
231
- | No log | 27.6923 | 360 | 0.8466 | -0.0408 | 0.8466 | 0.9201 |
232
- | No log | 27.8462 | 362 | 0.7808 | -0.0152 | 0.7808 | 0.8836 |
233
- | No log | 28.0 | 364 | 0.7751 | 0.0395 | 0.7751 | 0.8804 |
234
- | No log | 28.1538 | 366 | 0.8282 | 0.0639 | 0.8282 | 0.9100 |
235
- | No log | 28.3077 | 368 | 0.9119 | -0.0076 | 0.9119 | 0.9549 |
236
- | No log | 28.4615 | 370 | 1.0560 | -0.0997 | 1.0560 | 1.0276 |
237
- | No log | 28.6154 | 372 | 1.0813 | -0.0997 | 1.0813 | 1.0398 |
238
- | No log | 28.7692 | 374 | 0.9658 | -0.0638 | 0.9658 | 0.9828 |
239
- | No log | 28.9231 | 376 | 0.8747 | 0.0016 | 0.8747 | 0.9353 |
240
- | No log | 29.0769 | 378 | 0.8629 | -0.0316 | 0.8629 | 0.9290 |
241
- | No log | 29.2308 | 380 | 0.9223 | -0.0097 | 0.9223 | 0.9604 |
242
- | No log | 29.3846 | 382 | 0.9257 | 0.0304 | 0.9257 | 0.9621 |
243
- | No log | 29.5385 | 384 | 0.9541 | 0.0277 | 0.9541 | 0.9768 |
244
- | No log | 29.6923 | 386 | 0.9793 | 0.0224 | 0.9793 | 0.9896 |
245
- | No log | 29.8462 | 388 | 1.0346 | -0.0885 | 1.0346 | 1.0171 |
246
- | No log | 30.0 | 390 | 1.0168 | -0.0885 | 1.0168 | 1.0084 |
247
- | No log | 30.1538 | 392 | 0.9697 | -0.1221 | 0.9697 | 0.9847 |
248
- | No log | 30.3077 | 394 | 1.0188 | -0.1566 | 1.0188 | 1.0093 |
249
- | No log | 30.4615 | 396 | 1.0675 | -0.0686 | 1.0675 | 1.0332 |
250
- | No log | 30.6154 | 398 | 1.0833 | -0.0997 | 1.0833 | 1.0408 |
251
- | No log | 30.7692 | 400 | 1.0289 | -0.0658 | 1.0289 | 1.0143 |
252
- | No log | 30.9231 | 402 | 0.9451 | -0.0076 | 0.9451 | 0.9722 |
253
- | No log | 31.0769 | 404 | 0.8966 | 0.0123 | 0.8966 | 0.9469 |
254
- | No log | 31.2308 | 406 | 0.8881 | -0.0295 | 0.8881 | 0.9424 |
255
- | No log | 31.3846 | 408 | 0.9618 | -0.0456 | 0.9618 | 0.9807 |
256
- | No log | 31.5385 | 410 | 1.1523 | -0.0306 | 1.1523 | 1.0734 |
257
- | No log | 31.6923 | 412 | 1.2334 | -0.0398 | 1.2334 | 1.1106 |
258
- | No log | 31.8462 | 414 | 1.1185 | -0.0608 | 1.1185 | 1.0576 |
259
- | No log | 32.0 | 416 | 0.9520 | -0.0837 | 0.9520 | 0.9757 |
260
- | No log | 32.1538 | 418 | 0.8926 | -0.0355 | 0.8926 | 0.9448 |
261
- | No log | 32.3077 | 420 | 0.8617 | 0.0152 | 0.8617 | 0.9283 |
262
- | No log | 32.4615 | 422 | 0.9002 | -0.0373 | 0.9002 | 0.9488 |
263
- | No log | 32.6154 | 424 | 0.9341 | -0.1593 | 0.9341 | 0.9665 |
264
- | No log | 32.7692 | 426 | 0.9533 | -0.1939 | 0.9533 | 0.9764 |
265
- | No log | 32.9231 | 428 | 0.8762 | 0.0095 | 0.8762 | 0.9361 |
266
- | No log | 33.0769 | 430 | 0.8155 | -0.0704 | 0.8155 | 0.9031 |
267
- | No log | 33.2308 | 432 | 0.8090 | -0.0690 | 0.8090 | 0.8994 |
268
- | No log | 33.3846 | 434 | 0.8626 | 0.0095 | 0.8626 | 0.9287 |
269
- | No log | 33.5385 | 436 | 0.9689 | -0.0513 | 0.9689 | 0.9843 |
270
- | No log | 33.6923 | 438 | 1.0838 | -0.0345 | 1.0838 | 1.0410 |
271
- | No log | 33.8462 | 440 | 1.0560 | -0.0385 | 1.0560 | 1.0276 |
272
- | No log | 34.0 | 442 | 0.9632 | -0.0943 | 0.9632 | 0.9814 |
273
- | No log | 34.1538 | 444 | 0.8957 | -0.0391 | 0.8957 | 0.9464 |
274
- | No log | 34.3077 | 446 | 0.8562 | -0.0252 | 0.8562 | 0.9253 |
275
- | No log | 34.4615 | 448 | 0.8525 | -0.0731 | 0.8525 | 0.9233 |
276
- | No log | 34.6154 | 450 | 0.8395 | -0.0718 | 0.8395 | 0.9162 |
277
- | No log | 34.7692 | 452 | 0.8303 | -0.0690 | 0.8303 | 0.9112 |
278
- | No log | 34.9231 | 454 | 0.8468 | -0.1194 | 0.8468 | 0.9202 |
279
- | No log | 35.0769 | 456 | 0.8435 | -0.0755 | 0.8435 | 0.9184 |
280
- | No log | 35.2308 | 458 | 0.8652 | -0.0355 | 0.8652 | 0.9302 |
281
- | No log | 35.3846 | 460 | 0.8683 | -0.0008 | 0.8683 | 0.9318 |
282
- | No log | 35.5385 | 462 | 0.8375 | -0.0755 | 0.8375 | 0.9151 |
283
- | No log | 35.6923 | 464 | 0.8105 | -0.1180 | 0.8105 | 0.9003 |
284
- | No log | 35.8462 | 466 | 0.8177 | -0.1585 | 0.8177 | 0.9043 |
285
- | No log | 36.0 | 468 | 0.8217 | -0.1585 | 0.8217 | 0.9065 |
286
- | No log | 36.1538 | 470 | 0.8318 | -0.0628 | 0.8318 | 0.9120 |
287
- | No log | 36.3077 | 472 | 0.8445 | -0.1585 | 0.8445 | 0.9190 |
288
- | No log | 36.4615 | 474 | 0.8868 | -0.0316 | 0.8868 | 0.9417 |
289
- | No log | 36.6154 | 476 | 0.9566 | -0.0500 | 0.9566 | 0.9781 |
290
- | No log | 36.7692 | 478 | 0.9753 | -0.0500 | 0.9753 | 0.9876 |
291
- | No log | 36.9231 | 480 | 0.9276 | -0.0500 | 0.9276 | 0.9631 |
292
- | No log | 37.0769 | 482 | 0.8655 | -0.0778 | 0.8655 | 0.9303 |
293
- | No log | 37.2308 | 484 | 0.8676 | 0.0016 | 0.8676 | 0.9314 |
294
- | No log | 37.3846 | 486 | 0.9197 | -0.0486 | 0.9197 | 0.9590 |
295
- | No log | 37.5385 | 488 | 0.9006 | -0.0456 | 0.9006 | 0.9490 |
296
- | No log | 37.6923 | 490 | 0.8846 | -0.0441 | 0.8846 | 0.9405 |
297
- | No log | 37.8462 | 492 | 0.8886 | -0.0456 | 0.8886 | 0.9427 |
298
- | No log | 38.0 | 494 | 0.9410 | -0.0877 | 0.9410 | 0.9701 |
299
- | No log | 38.1538 | 496 | 1.0052 | 0.0045 | 1.0052 | 1.0026 |
300
- | No log | 38.3077 | 498 | 1.0049 | -0.0245 | 1.0049 | 1.0025 |
301
- | 0.2171 | 38.4615 | 500 | 0.9373 | -0.0500 | 0.9373 | 0.9681 |
302
- | 0.2171 | 38.6154 | 502 | 0.8725 | 0.0095 | 0.8725 | 0.9341 |
303
- | 0.2171 | 38.7692 | 504 | 0.8244 | -0.0718 | 0.8244 | 0.9080 |
304
- | 0.2171 | 38.9231 | 506 | 0.8162 | -0.0718 | 0.8162 | 0.9035 |
305
- | 0.2171 | 39.0769 | 508 | 0.8462 | 0.0095 | 0.8462 | 0.9199 |
306
- | 0.2171 | 39.2308 | 510 | 0.9128 | -0.0157 | 0.9128 | 0.9554 |
307
- | 0.2171 | 39.3846 | 512 | 1.0573 | -0.0049 | 1.0573 | 1.0283 |
308
- | 0.2171 | 39.5385 | 514 | 1.1767 | -0.0712 | 1.1767 | 1.0848 |
309
- | 0.2171 | 39.6923 | 516 | 1.1662 | -0.0712 | 1.1662 | 1.0799 |
310
- | 0.2171 | 39.8462 | 518 | 1.0441 | 0.0680 | 1.0441 | 1.0218 |
311
- | 0.2171 | 40.0 | 520 | 1.0035 | 0.0086 | 1.0035 | 1.0018 |
312
- | 0.2171 | 40.1538 | 522 | 1.0462 | 0.0319 | 1.0462 | 1.0229 |
313
- | 0.2171 | 40.3077 | 524 | 1.0354 | -0.0306 | 1.0354 | 1.0175 |
314
- | 0.2171 | 40.4615 | 526 | 1.0271 | -0.0306 | 1.0271 | 1.0135 |
315
- | 0.2171 | 40.6154 | 528 | 0.9859 | -0.0912 | 0.9859 | 0.9929 |
316
- | 0.2171 | 40.7692 | 530 | 0.9037 | -0.0031 | 0.9037 | 0.9506 |
317
- | 0.2171 | 40.9231 | 532 | 0.8316 | 0.0152 | 0.8316 | 0.9119 |
318
- | 0.2171 | 41.0769 | 534 | 0.8039 | -0.0718 | 0.8039 | 0.8966 |
319
- | 0.2171 | 41.2308 | 536 | 0.8098 | 0.0152 | 0.8098 | 0.8999 |
320
- | 0.2171 | 41.3846 | 538 | 0.8320 | 0.0095 | 0.8320 | 0.9122 |
321
- | 0.2171 | 41.5385 | 540 | 0.8792 | -0.0031 | 0.8792 | 0.9377 |
322
- | 0.2171 | 41.6923 | 542 | 0.9314 | -0.0175 | 0.9314 | 0.9651 |
323
- | 0.2171 | 41.8462 | 544 | 0.9654 | -0.0228 | 0.9654 | 0.9826 |
324
- | 0.2171 | 42.0 | 546 | 0.9541 | 0.0152 | 0.9541 | 0.9768 |
325
- | 0.2171 | 42.1538 | 548 | 0.9713 | 0.0778 | 0.9713 | 0.9856 |
326
- | 0.2171 | 42.3077 | 550 | 0.9869 | 0.0717 | 0.9869 | 0.9934 |
327
- | 0.2171 | 42.4615 | 552 | 0.9615 | 0.0416 | 0.9615 | 0.9806 |
328
- | 0.2171 | 42.6154 | 554 | 0.9082 | 0.0200 | 0.9082 | 0.9530 |
329
- | 0.2171 | 42.7692 | 556 | 0.9051 | -0.0138 | 0.9051 | 0.9514 |
330
- | 0.2171 | 42.9231 | 558 | 0.9163 | -0.0138 | 0.9163 | 0.9572 |
331
- | 0.2171 | 43.0769 | 560 | 0.8640 | -0.0391 | 0.8640 | 0.9295 |
332
- | 0.2171 | 43.2308 | 562 | 0.8707 | -0.0031 | 0.8707 | 0.9331 |
333
- | 0.2171 | 43.3846 | 564 | 0.9253 | 0.0152 | 0.9253 | 0.9619 |
334
- | 0.2171 | 43.5385 | 566 | 1.0561 | -0.0666 | 1.0561 | 1.0277 |
335
- | 0.2171 | 43.6923 | 568 | 1.1216 | -0.0411 | 1.1216 | 1.0591 |
336
- | 0.2171 | 43.8462 | 570 | 1.1056 | -0.0666 | 1.1056 | 1.0515 |
337
- | 0.2171 | 44.0 | 572 | 1.0719 | -0.0666 | 1.0719 | 1.0353 |
338
- | 0.2171 | 44.1538 | 574 | 1.0368 | -0.0320 | 1.0368 | 1.0182 |
339
- | 0.2171 | 44.3077 | 576 | 1.0419 | -0.0320 | 1.0419 | 1.0208 |
340
- | 0.2171 | 44.4615 | 578 | 0.9838 | 0.0045 | 0.9838 | 0.9919 |
341
- | 0.2171 | 44.6154 | 580 | 0.8652 | 0.0095 | 0.8652 | 0.9302 |
342
- | 0.2171 | 44.7692 | 582 | 0.8187 | -0.0743 | 0.8187 | 0.9048 |
343
- | 0.2171 | 44.9231 | 584 | 0.8022 | -0.1184 | 0.8022 | 0.8956 |
344
- | 0.2171 | 45.0769 | 586 | 0.7956 | -0.1184 | 0.7956 | 0.8920 |
345
- | 0.2171 | 45.2308 | 588 | 0.8100 | -0.0743 | 0.8100 | 0.9000 |
346
- | 0.2171 | 45.3846 | 590 | 0.8511 | -0.0391 | 0.8511 | 0.9226 |
347
- | 0.2171 | 45.5385 | 592 | 0.8765 | -0.0408 | 0.8765 | 0.9362 |
348
- | 0.2171 | 45.6923 | 594 | 0.9206 | 0.0200 | 0.9206 | 0.9595 |
349
- | 0.2171 | 45.8462 | 596 | 0.9360 | 0.0486 | 0.9360 | 0.9675 |
350
- | 0.2171 | 46.0 | 598 | 0.8914 | -0.0441 | 0.8914 | 0.9442 |
351
- | 0.2171 | 46.1538 | 600 | 0.8151 | -0.0743 | 0.8151 | 0.9028 |
352
- | 0.2171 | 46.3077 | 602 | 0.7925 | -0.1187 | 0.7925 | 0.8902 |
353
- | 0.2171 | 46.4615 | 604 | 0.8192 | -0.0743 | 0.8192 | 0.9051 |
354
- | 0.2171 | 46.6154 | 606 | 0.8679 | -0.0799 | 0.8679 | 0.9316 |
355
- | 0.2171 | 46.7692 | 608 | 0.8904 | -0.0456 | 0.8904 | 0.9436 |
356
- | 0.2171 | 46.9231 | 610 | 0.9296 | -0.0194 | 0.9296 | 0.9641 |
357
- | 0.2171 | 47.0769 | 612 | 0.9720 | 0.0045 | 0.9720 | 0.9859 |
358
- | 0.2171 | 47.2308 | 614 | 0.9901 | 0.0045 | 0.9901 | 0.9950 |
359
- | 0.2171 | 47.3846 | 616 | 0.9607 | 0.0443 | 0.9607 | 0.9801 |
360
- | 0.2171 | 47.5385 | 618 | 0.9026 | -0.0456 | 0.9026 | 0.9501 |
361
- | 0.2171 | 47.6923 | 620 | 0.8452 | -0.0355 | 0.8452 | 0.9193 |
362
- | 0.2171 | 47.8462 | 622 | 0.8174 | -0.1187 | 0.8174 | 0.9041 |
363
- | 0.2171 | 48.0 | 624 | 0.7988 | -0.0152 | 0.7988 | 0.8938 |
364
- | 0.2171 | 48.1538 | 626 | 0.8044 | -0.0152 | 0.8044 | 0.8969 |
365
- | 0.2171 | 48.3077 | 628 | 0.8197 | -0.1184 | 0.8197 | 0.9054 |
366
- | 0.2171 | 48.4615 | 630 | 0.8921 | 0.0424 | 0.8921 | 0.9445 |
367
- | 0.2171 | 48.6154 | 632 | 0.9899 | 0.0498 | 0.9899 | 0.9950 |
368
- | 0.2171 | 48.7692 | 634 | 1.0908 | -0.0012 | 1.0908 | 1.0444 |
369
- | 0.2171 | 48.9231 | 636 | 1.1519 | -0.0084 | 1.1519 | 1.0733 |
370
- | 0.2171 | 49.0769 | 638 | 1.1755 | -0.0704 | 1.1755 | 1.0842 |
371
- | 0.2171 | 49.2308 | 640 | 1.1248 | -0.0704 | 1.1248 | 1.0606 |
372
- | 0.2171 | 49.3846 | 642 | 1.0116 | -0.0385 | 1.0116 | 1.0058 |
373
- | 0.2171 | 49.5385 | 644 | 0.8985 | 0.0556 | 0.8985 | 0.9479 |
374
- | 0.2171 | 49.6923 | 646 | 0.8429 | -0.0355 | 0.8429 | 0.9181 |
375
- | 0.2171 | 49.8462 | 648 | 0.8208 | 0.0214 | 0.8208 | 0.9060 |
376
- | 0.2171 | 50.0 | 650 | 0.8194 | -0.0295 | 0.8194 | 0.9052 |
377
- | 0.2171 | 50.1538 | 652 | 0.8531 | -0.0373 | 0.8531 | 0.9237 |
378
- | 0.2171 | 50.3077 | 654 | 0.9208 | -0.0500 | 0.9208 | 0.9596 |
379
- | 0.2171 | 50.4615 | 656 | 0.9956 | 0.0810 | 0.9956 | 0.9978 |
380
- | 0.2171 | 50.6154 | 658 | 1.0454 | 0.0717 | 1.0454 | 1.0224 |
381
- | 0.2171 | 50.7692 | 660 | 1.0106 | 0.0810 | 1.0106 | 1.0053 |
382
- | 0.2171 | 50.9231 | 662 | 0.9646 | 0.0498 | 0.9646 | 0.9822 |
383
- | 0.2171 | 51.0769 | 664 | 0.9789 | 0.0498 | 0.9789 | 0.9894 |
384
- | 0.2171 | 51.2308 | 666 | 1.0042 | 0.0810 | 1.0042 | 1.0021 |
385
- | 0.2171 | 51.3846 | 668 | 1.0213 | 0.0631 | 1.0213 | 1.0106 |
386
- | 0.2171 | 51.5385 | 670 | 1.0788 | -0.0348 | 1.0788 | 1.0387 |
387
- | 0.2171 | 51.6923 | 672 | 1.0837 | -0.0067 | 1.0837 | 1.0410 |
388
- | 0.2171 | 51.8462 | 674 | 1.0565 | 0.0596 | 1.0565 | 1.0279 |
389
- | 0.2171 | 52.0 | 676 | 0.9644 | 0.0152 | 0.9644 | 0.9820 |
390
- | 0.2171 | 52.1538 | 678 | 0.8838 | -0.0054 | 0.8838 | 0.9401 |
391
- | 0.2171 | 52.3077 | 680 | 0.8337 | 0.0041 | 0.8337 | 0.9131 |
392
- | 0.2171 | 52.4615 | 682 | 0.8151 | -0.1187 | 0.8151 | 0.9028 |
393
- | 0.2171 | 52.6154 | 684 | 0.8274 | -0.1187 | 0.8274 | 0.9096 |
394
- | 0.2171 | 52.7692 | 686 | 0.8553 | 0.0041 | 0.8553 | 0.9248 |
395
- | 0.2171 | 52.9231 | 688 | 0.9048 | -0.0054 | 0.9048 | 0.9512 |
396
- | 0.2171 | 53.0769 | 690 | 1.0063 | 0.0470 | 1.0063 | 1.0031 |
397
- | 0.2171 | 53.2308 | 692 | 1.0595 | -0.0049 | 1.0595 | 1.0293 |
398
- | 0.2171 | 53.3846 | 694 | 1.0725 | -0.0398 | 1.0725 | 1.0356 |
399
- | 0.2171 | 53.5385 | 696 | 1.0208 | -0.0372 | 1.0208 | 1.0103 |
400
- | 0.2171 | 53.6923 | 698 | 0.9478 | -0.0211 | 0.9478 | 0.9736 |
401
- | 0.2171 | 53.8462 | 700 | 0.8885 | -0.0054 | 0.8885 | 0.9426 |
402
- | 0.2171 | 54.0 | 702 | 0.8770 | 0.0016 | 0.8770 | 0.9365 |
403
- | 0.2171 | 54.1538 | 704 | 0.8852 | -0.0031 | 0.8852 | 0.9409 |
404
- | 0.2171 | 54.3077 | 706 | 0.9034 | 0.0333 | 0.9034 | 0.9505 |
405
- | 0.2171 | 54.4615 | 708 | 0.9374 | -0.0500 | 0.9374 | 0.9682 |
406
- | 0.2171 | 54.6154 | 710 | 0.9503 | -0.0157 | 0.9503 | 0.9748 |
407
- | 0.2171 | 54.7692 | 712 | 0.9688 | -0.0175 | 0.9688 | 0.9843 |
408
- | 0.2171 | 54.9231 | 714 | 0.9843 | -0.0157 | 0.9843 | 0.9921 |
409
- | 0.2171 | 55.0769 | 716 | 1.0296 | 0.0129 | 1.0296 | 1.0147 |
410
- | 0.2171 | 55.2308 | 718 | 1.1444 | -0.0012 | 1.1444 | 1.0698 |
411
- | 0.2171 | 55.3846 | 720 | 1.2223 | -0.0704 | 1.2223 | 1.1056 |
412
- | 0.2171 | 55.5385 | 722 | 1.2165 | -0.0704 | 1.2165 | 1.1030 |
413
- | 0.2171 | 55.6923 | 724 | 1.1846 | -0.0704 | 1.1846 | 1.0884 |
414
- | 0.2171 | 55.8462 | 726 | 1.1133 | -0.0695 | 1.1133 | 1.0551 |
415
- | 0.2171 | 56.0 | 728 | 1.0323 | -0.0648 | 1.0323 | 1.0160 |
416
 
417
 
418
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7396
19
+ - Qwk: 0.0
20
+ - Mse: 0.7396
21
+ - Rmse: 0.8600
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 3.6362 | -0.0047 | 3.6362 | 1.9069 |
53
+ | No log | 0.2667 | 4 | 2.1430 | 0.0247 | 2.1430 | 1.4639 |
54
+ | No log | 0.4 | 6 | 1.7879 | 0.0398 | 1.7879 | 1.3371 |
55
+ | No log | 0.5333 | 8 | 1.1515 | -0.0234 | 1.1515 | 1.0731 |
56
+ | No log | 0.6667 | 10 | 1.1172 | 0.0610 | 1.1172 | 1.0570 |
57
+ | No log | 0.8 | 12 | 0.9793 | 0.1153 | 0.9793 | 0.9896 |
58
+ | No log | 0.9333 | 14 | 1.0696 | -0.0207 | 1.0696 | 1.0342 |
59
+ | No log | 1.0667 | 16 | 0.9217 | -0.0617 | 0.9217 | 0.9601 |
60
+ | No log | 1.2 | 18 | 0.8039 | -0.0331 | 0.8039 | 0.8966 |
61
+ | No log | 1.3333 | 20 | 0.8656 | -0.0504 | 0.8656 | 0.9304 |
62
+ | No log | 1.4667 | 22 | 0.8276 | -0.0842 | 0.8276 | 0.9097 |
63
+ | No log | 1.6 | 24 | 0.8536 | -0.1265 | 0.8536 | 0.9239 |
64
+ | No log | 1.7333 | 26 | 1.0474 | 0.0338 | 1.0474 | 1.0234 |
65
+ | No log | 1.8667 | 28 | 1.2419 | 0.0 | 1.2419 | 1.1144 |
66
+ | No log | 2.0 | 30 | 1.3791 | 0.0 | 1.3791 | 1.1744 |
67
+ | No log | 2.1333 | 32 | 1.2663 | -0.0247 | 1.2663 | 1.1253 |
68
+ | No log | 2.2667 | 34 | 1.2035 | 0.0083 | 1.2035 | 1.0971 |
69
+ | No log | 2.4 | 36 | 0.8726 | -0.0878 | 0.8726 | 0.9341 |
70
+ | No log | 2.5333 | 38 | 0.7571 | -0.1220 | 0.7571 | 0.8701 |
71
+ | No log | 2.6667 | 40 | 0.7289 | -0.1216 | 0.7289 | 0.8538 |
72
+ | No log | 2.8 | 42 | 0.8517 | -0.1249 | 0.8517 | 0.9229 |
73
+ | No log | 2.9333 | 44 | 1.1466 | -0.0982 | 1.1466 | 1.0708 |
74
+ | No log | 3.0667 | 46 | 1.3335 | 0.0083 | 1.3335 | 1.1548 |
75
+ | No log | 3.2 | 48 | 1.4895 | -0.0247 | 1.4895 | 1.2205 |
76
+ | No log | 3.3333 | 50 | 1.4622 | -0.0247 | 1.4622 | 1.2092 |
77
+ | No log | 3.4667 | 52 | 1.3291 | 0.0 | 1.3291 | 1.1529 |
78
+ | No log | 3.6 | 54 | 1.2690 | 0.0 | 1.2690 | 1.1265 |
79
+ | No log | 3.7333 | 56 | 1.1171 | -0.0234 | 1.1171 | 1.0569 |
80
+ | No log | 3.8667 | 58 | 0.9108 | -0.0200 | 0.9108 | 0.9543 |
81
+ | No log | 4.0 | 60 | 0.8024 | -0.0790 | 0.8024 | 0.8958 |
82
+ | No log | 4.1333 | 62 | 0.7801 | -0.0739 | 0.7801 | 0.8832 |
83
+ | No log | 4.2667 | 64 | 0.7806 | -0.0739 | 0.7806 | 0.8835 |
84
+ | No log | 4.4 | 66 | 0.8013 | -0.0739 | 0.8013 | 0.8952 |
85
+ | No log | 4.5333 | 68 | 0.7833 | -0.0739 | 0.7833 | 0.8851 |
86
+ | No log | 4.6667 | 70 | 0.8425 | -0.1244 | 0.8425 | 0.9179 |
87
+ | No log | 4.8 | 72 | 1.0115 | 0.0111 | 1.0115 | 1.0057 |
88
+ | No log | 4.9333 | 74 | 1.1528 | 0.0493 | 1.1528 | 1.0737 |
89
+ | No log | 5.0667 | 76 | 1.2981 | -0.0193 | 1.2981 | 1.1394 |
90
+ | No log | 5.2 | 78 | 1.0448 | -0.0049 | 1.0448 | 1.0222 |
91
+ | No log | 5.3333 | 80 | 0.7543 | -0.1241 | 0.7543 | 0.8685 |
92
+ | No log | 5.4667 | 82 | 0.7242 | 0.0555 | 0.7242 | 0.8510 |
93
+ | No log | 5.6 | 84 | 0.7500 | -0.0551 | 0.7500 | 0.8660 |
94
+ | No log | 5.7333 | 86 | 0.7645 | -0.1168 | 0.7645 | 0.8743 |
95
+ | No log | 5.8667 | 88 | 0.9029 | 0.0642 | 0.9029 | 0.9502 |
96
+ | No log | 6.0 | 90 | 0.8932 | -0.0008 | 0.8932 | 0.9451 |
97
+ | No log | 6.1333 | 92 | 0.8333 | 0.0191 | 0.8333 | 0.9129 |
98
+ | No log | 6.2667 | 94 | 0.8175 | -0.0264 | 0.8175 | 0.9041 |
99
+ | No log | 6.4 | 96 | 0.8194 | -0.0096 | 0.8194 | 0.9052 |
100
+ | No log | 6.5333 | 98 | 0.8447 | 0.0095 | 0.8447 | 0.9191 |
101
+ | No log | 6.6667 | 100 | 0.9161 | 0.0068 | 0.9161 | 0.9571 |
102
+ | No log | 6.8 | 102 | 0.9162 | 0.0129 | 0.9162 | 0.9572 |
103
+ | No log | 6.9333 | 104 | 0.9473 | -0.0672 | 0.9473 | 0.9733 |
104
+ | No log | 7.0667 | 106 | 0.9932 | -0.1194 | 0.9932 | 0.9966 |
105
+ | No log | 7.2 | 108 | 0.9956 | -0.0059 | 0.9956 | 0.9978 |
106
+ | No log | 7.3333 | 110 | 0.9080 | 0.0040 | 0.9080 | 0.9529 |
107
+ | No log | 7.4667 | 112 | 0.8915 | -0.0778 | 0.8915 | 0.9442 |
108
+ | No log | 7.6 | 114 | 0.8783 | -0.1106 | 0.8783 | 0.9372 |
109
+ | No log | 7.7333 | 116 | 0.8470 | -0.0385 | 0.8470 | 0.9203 |
110
+ | No log | 7.8667 | 118 | 0.7679 | -0.0662 | 0.7679 | 0.8763 |
111
+ | No log | 8.0 | 120 | 0.8481 | -0.0371 | 0.8481 | 0.9209 |
112
+ | No log | 8.1333 | 122 | 0.9753 | 0.0545 | 0.9753 | 0.9876 |
113
+ | No log | 8.2667 | 124 | 0.8629 | -0.0425 | 0.8629 | 0.9290 |
114
+ | No log | 8.4 | 126 | 0.7736 | 0.0 | 0.7736 | 0.8795 |
115
+ | No log | 8.5333 | 128 | 0.9080 | -0.0408 | 0.9080 | 0.9529 |
116
+ | No log | 8.6667 | 130 | 0.9466 | -0.1054 | 0.9466 | 0.9729 |
117
+ | No log | 8.8 | 132 | 0.8200 | 0.0260 | 0.8200 | 0.9055 |
118
+ | No log | 8.9333 | 134 | 0.7494 | 0.0556 | 0.7494 | 0.8657 |
119
+ | No log | 9.0667 | 136 | 0.7500 | 0.0556 | 0.7500 | 0.8661 |
120
+ | No log | 9.2 | 138 | 0.7970 | -0.0329 | 0.7970 | 0.8928 |
121
+ | No log | 9.3333 | 140 | 0.8578 | 0.1034 | 0.8578 | 0.9262 |
122
+ | No log | 9.4667 | 142 | 0.8495 | 0.0268 | 0.8495 | 0.9217 |
123
+ | No log | 9.6 | 144 | 0.7929 | 0.0179 | 0.7929 | 0.8904 |
124
+ | No log | 9.7333 | 146 | 0.8041 | 0.0151 | 0.8041 | 0.8967 |
125
+ | No log | 9.8667 | 148 | 0.8317 | -0.0116 | 0.8317 | 0.9120 |
126
+ | No log | 10.0 | 150 | 0.8436 | 0.0315 | 0.8436 | 0.9185 |
127
+ | No log | 10.1333 | 152 | 0.8500 | 0.1123 | 0.8500 | 0.9220 |
128
+ | No log | 10.2667 | 154 | 0.8125 | -0.0204 | 0.8125 | 0.9014 |
129
+ | No log | 10.4 | 156 | 0.7720 | -0.0428 | 0.7720 | 0.8786 |
130
+ | No log | 10.5333 | 158 | 0.7545 | 0.0602 | 0.7545 | 0.8686 |
131
+ | No log | 10.6667 | 160 | 0.7478 | 0.0524 | 0.7478 | 0.8648 |
132
+ | No log | 10.8 | 162 | 0.7419 | 0.0555 | 0.7419 | 0.8613 |
133
+ | No log | 10.9333 | 164 | 0.7051 | 0.0 | 0.7051 | 0.8397 |
134
+ | No log | 11.0667 | 166 | 0.7025 | -0.0033 | 0.7025 | 0.8382 |
135
+ | No log | 11.2 | 168 | 0.7478 | 0.0318 | 0.7478 | 0.8648 |
136
+ | No log | 11.3333 | 170 | 0.7074 | 0.0436 | 0.7074 | 0.8411 |
137
+ | No log | 11.4667 | 172 | 0.7640 | -0.0406 | 0.7640 | 0.8741 |
138
+ | No log | 11.6 | 174 | 0.7730 | 0.0064 | 0.7730 | 0.8792 |
139
+ | No log | 11.7333 | 176 | 0.7184 | 0.0 | 0.7184 | 0.8476 |
140
+ | No log | 11.8667 | 178 | 0.7123 | 0.0479 | 0.7123 | 0.8440 |
141
+ | No log | 12.0 | 180 | 0.9114 | 0.0362 | 0.9114 | 0.9547 |
142
+ | No log | 12.1333 | 182 | 0.9412 | -0.0076 | 0.9412 | 0.9702 |
143
+ | No log | 12.2667 | 184 | 0.7451 | 0.0183 | 0.7451 | 0.8632 |
144
+ | No log | 12.4 | 186 | 0.7025 | 0.0 | 0.7025 | 0.8381 |
145
+ | No log | 12.5333 | 188 | 0.7434 | -0.0033 | 0.7434 | 0.8622 |
146
+ | No log | 12.6667 | 190 | 0.7637 | -0.1074 | 0.7637 | 0.8739 |
147
+ | No log | 12.8 | 192 | 0.7249 | 0.0587 | 0.7249 | 0.8514 |
148
+ | No log | 12.9333 | 194 | 0.7147 | 0.1552 | 0.7147 | 0.8454 |
149
+ | No log | 13.0667 | 196 | 0.7330 | 0.2024 | 0.7330 | 0.8562 |
150
+ | No log | 13.2 | 198 | 0.8155 | 0.0240 | 0.8155 | 0.9031 |
151
+ | No log | 13.3333 | 200 | 0.9518 | -0.0583 | 0.9518 | 0.9756 |
152
+ | No log | 13.4667 | 202 | 0.9827 | -0.0253 | 0.9827 | 0.9913 |
153
+ | No log | 13.6 | 204 | 0.9431 | -0.0334 | 0.9431 | 0.9711 |
154
+ | No log | 13.7333 | 206 | 0.8472 | 0.0260 | 0.8472 | 0.9205 |
155
+ | No log | 13.8667 | 208 | 0.8137 | -0.0958 | 0.8137 | 0.9021 |
156
+ | No log | 14.0 | 210 | 0.7698 | -0.0520 | 0.7698 | 0.8774 |
157
+ | No log | 14.1333 | 212 | 0.7388 | -0.0520 | 0.7388 | 0.8595 |
158
+ | No log | 14.2667 | 214 | 0.7286 | 0.0 | 0.7286 | 0.8536 |
159
+ | No log | 14.4 | 216 | 0.7092 | 0.0 | 0.7092 | 0.8421 |
160
+ | No log | 14.5333 | 218 | 0.7063 | 0.0 | 0.7063 | 0.8404 |
161
+ | No log | 14.6667 | 220 | 0.7158 | 0.0 | 0.7158 | 0.8460 |
162
+ | No log | 14.8 | 222 | 0.7335 | 0.0 | 0.7335 | 0.8564 |
163
+ | No log | 14.9333 | 224 | 0.7419 | 0.0033 | 0.7419 | 0.8613 |
164
+ | No log | 15.0667 | 226 | 0.7672 | 0.0033 | 0.7672 | 0.8759 |
165
+ | No log | 15.2 | 228 | 0.7865 | 0.0640 | 0.7865 | 0.8869 |
166
+ | No log | 15.3333 | 230 | 0.8132 | 0.0155 | 0.8132 | 0.9018 |
167
+ | No log | 15.4667 | 232 | 0.8572 | 0.0733 | 0.8572 | 0.9259 |
168
+ | No log | 15.6 | 234 | 0.8215 | 0.0640 | 0.8215 | 0.9064 |
169
+ | No log | 15.7333 | 236 | 0.7573 | 0.0615 | 0.7573 | 0.8702 |
170
+ | No log | 15.8667 | 238 | 0.7416 | 0.0973 | 0.7416 | 0.8612 |
171
+ | No log | 16.0 | 240 | 0.7624 | -0.0271 | 0.7624 | 0.8732 |
172
+ | No log | 16.1333 | 242 | 0.8321 | 0.1126 | 0.8321 | 0.9122 |
173
+ | No log | 16.2667 | 244 | 0.8373 | 0.0718 | 0.8373 | 0.9150 |
174
+ | No log | 16.4 | 246 | 0.8078 | 0.1991 | 0.8078 | 0.8988 |
175
+ | No log | 16.5333 | 248 | 0.7918 | 0.0652 | 0.7918 | 0.8898 |
176
+ | No log | 16.6667 | 250 | 0.7959 | 0.0640 | 0.7959 | 0.8921 |
177
+ | No log | 16.8 | 252 | 0.7896 | 0.0615 | 0.7896 | 0.8886 |
178
+ | No log | 16.9333 | 254 | 0.7753 | 0.0602 | 0.7753 | 0.8805 |
179
+ | No log | 17.0667 | 256 | 0.7516 | 0.0033 | 0.7516 | 0.8670 |
180
+ | No log | 17.2 | 258 | 0.7228 | 0.0602 | 0.7228 | 0.8502 |
181
+ | No log | 17.3333 | 260 | 0.7305 | 0.0602 | 0.7305 | 0.8547 |
182
+ | No log | 17.4667 | 262 | 0.7767 | 0.1135 | 0.7767 | 0.8813 |
183
+ | No log | 17.6 | 264 | 0.7946 | 0.1137 | 0.7946 | 0.8914 |
184
+ | No log | 17.7333 | 266 | 0.7705 | 0.1137 | 0.7705 | 0.8778 |
185
+ | No log | 17.8667 | 268 | 0.7509 | 0.0602 | 0.7509 | 0.8665 |
186
+ | No log | 18.0 | 270 | 0.7485 | 0.0033 | 0.7485 | 0.8652 |
187
+ | No log | 18.1333 | 272 | 0.7831 | 0.1137 | 0.7831 | 0.8849 |
188
+ | No log | 18.2667 | 274 | 0.8479 | 0.0673 | 0.8479 | 0.9208 |
189
+ | No log | 18.4 | 276 | 0.8883 | 0.0734 | 0.8883 | 0.9425 |
190
+ | No log | 18.5333 | 278 | 0.8466 | 0.0664 | 0.8466 | 0.9201 |
191
+ | No log | 18.6667 | 280 | 0.8017 | 0.1562 | 0.8017 | 0.8954 |
192
+ | No log | 18.8 | 282 | 0.7680 | 0.0556 | 0.7680 | 0.8764 |
193
+ | No log | 18.9333 | 284 | 0.7664 | 0.0513 | 0.7664 | 0.8754 |
194
+ | No log | 19.0667 | 286 | 0.7820 | 0.1080 | 0.7820 | 0.8843 |
195
+ | No log | 19.2 | 288 | 0.8016 | 0.1611 | 0.8016 | 0.8953 |
196
+ | No log | 19.3333 | 290 | 0.7674 | 0.0602 | 0.7674 | 0.8760 |
197
+ | No log | 19.4667 | 292 | 0.7531 | 0.0602 | 0.7531 | 0.8678 |
198
+ | No log | 19.6 | 294 | 0.7193 | 0.0602 | 0.7193 | 0.8481 |
199
+ | No log | 19.7333 | 296 | 0.7052 | 0.0 | 0.7052 | 0.8398 |
200
+ | No log | 19.8667 | 298 | 0.7183 | 0.1137 | 0.7183 | 0.8475 |
201
+ | No log | 20.0 | 300 | 0.7667 | 0.0652 | 0.7667 | 0.8756 |
202
+ | No log | 20.1333 | 302 | 0.8189 | 0.0279 | 0.8189 | 0.9049 |
203
+ | No log | 20.2667 | 304 | 0.8379 | 0.1121 | 0.8379 | 0.9154 |
204
+ | No log | 20.4 | 306 | 0.7858 | 0.0652 | 0.7858 | 0.8865 |
205
+ | No log | 20.5333 | 308 | 0.7291 | 0.0587 | 0.7291 | 0.8539 |
206
+ | No log | 20.6667 | 310 | 0.7465 | 0.0914 | 0.7465 | 0.8640 |
207
+ | No log | 20.8 | 312 | 0.7583 | 0.0615 | 0.7583 | 0.8708 |
208
+ | No log | 20.9333 | 314 | 0.7457 | 0.0587 | 0.7457 | 0.8635 |
209
+ | No log | 21.0667 | 316 | 0.6977 | 0.0555 | 0.6977 | 0.8353 |
210
+ | No log | 21.2 | 318 | 0.6961 | 0.0555 | 0.6961 | 0.8343 |
211
+ | No log | 21.3333 | 320 | 0.7212 | 0.1143 | 0.7212 | 0.8492 |
212
+ | No log | 21.4667 | 322 | 0.7657 | 0.1024 | 0.7657 | 0.8750 |
213
+ | No log | 21.6 | 324 | 0.8059 | 0.0116 | 0.8059 | 0.8977 |
214
+ | No log | 21.7333 | 326 | 0.8801 | -0.1059 | 0.8801 | 0.9381 |
215
+ | No log | 21.8667 | 328 | 0.9111 | 0.0107 | 0.9111 | 0.9545 |
216
+ | No log | 22.0 | 330 | 0.8767 | -0.0425 | 0.8767 | 0.9363 |
217
+ | No log | 22.1333 | 332 | 0.8092 | 0.0260 | 0.8092 | 0.8996 |
218
+ | No log | 22.2667 | 334 | 0.7619 | 0.0064 | 0.7619 | 0.8729 |
219
+ | No log | 22.4 | 336 | 0.7312 | 0.0587 | 0.7312 | 0.8551 |
220
+ | No log | 22.5333 | 338 | 0.7279 | 0.0587 | 0.7279 | 0.8532 |
221
+ | No log | 22.6667 | 340 | 0.7263 | 0.0587 | 0.7263 | 0.8522 |
222
+ | No log | 22.8 | 342 | 0.7571 | 0.0640 | 0.7571 | 0.8701 |
223
+ | No log | 22.9333 | 344 | 0.7618 | 0.0640 | 0.7618 | 0.8728 |
224
+ | No log | 23.0667 | 346 | 0.7460 | 0.2071 | 0.7460 | 0.8637 |
225
+ | No log | 23.2 | 348 | 0.7405 | 0.2368 | 0.7405 | 0.8605 |
226
+ | No log | 23.3333 | 350 | 0.7387 | 0.1928 | 0.7387 | 0.8595 |
227
+ | No log | 23.4667 | 352 | 0.7374 | 0.2044 | 0.7374 | 0.8587 |
228
+ | No log | 23.6 | 354 | 0.7546 | 0.1641 | 0.7546 | 0.8687 |
229
+ | No log | 23.7333 | 356 | 0.7448 | 0.1192 | 0.7448 | 0.8630 |
230
+ | No log | 23.8667 | 358 | 0.6924 | 0.0 | 0.6924 | 0.8321 |
231
+ | No log | 24.0 | 360 | 0.6740 | 0.0 | 0.6740 | 0.8210 |
232
+ | No log | 24.1333 | 362 | 0.6711 | 0.1082 | 0.6711 | 0.8192 |
233
+ | No log | 24.2667 | 364 | 0.6711 | 0.0555 | 0.6711 | 0.8192 |
234
+ | No log | 24.4 | 366 | 0.6901 | 0.0 | 0.6901 | 0.8307 |
235
+ | No log | 24.5333 | 368 | 0.7820 | 0.0662 | 0.7820 | 0.8843 |
236
+ | No log | 24.6667 | 370 | 0.8597 | 0.0789 | 0.8597 | 0.9272 |
237
+ | No log | 24.8 | 372 | 0.8511 | 0.0418 | 0.8511 | 0.9226 |
238
+ | No log | 24.9333 | 374 | 0.7799 | 0.1514 | 0.7799 | 0.8831 |
239
+ | No log | 25.0667 | 376 | 0.7768 | 0.2275 | 0.7768 | 0.8814 |
240
+ | No log | 25.2 | 378 | 0.7919 | 0.1408 | 0.7919 | 0.8899 |
241
+ | No log | 25.3333 | 380 | 0.8549 | 0.1112 | 0.8549 | 0.9246 |
242
+ | No log | 25.4667 | 382 | 0.9384 | 0.1389 | 0.9384 | 0.9687 |
243
+ | No log | 25.6 | 384 | 0.9103 | 0.0240 | 0.9103 | 0.9541 |
244
+ | No log | 25.7333 | 386 | 0.7986 | -0.0144 | 0.7986 | 0.8937 |
245
+ | No log | 25.8667 | 388 | 0.7010 | 0.1143 | 0.7010 | 0.8373 |
246
+ | No log | 26.0 | 390 | 0.6731 | 0.0555 | 0.6731 | 0.8204 |
247
+ | No log | 26.1333 | 392 | 0.6856 | 0.0914 | 0.6856 | 0.8280 |
248
+ | No log | 26.2667 | 394 | 0.6927 | 0.0967 | 0.6927 | 0.8323 |
249
+ | No log | 26.4 | 396 | 0.6932 | 0.0524 | 0.6932 | 0.8326 |
250
+ | No log | 26.5333 | 398 | 0.7031 | 0.0587 | 0.7031 | 0.8385 |
251
+ | No log | 26.6667 | 400 | 0.7284 | 0.1137 | 0.7284 | 0.8534 |
252
+ | No log | 26.8 | 402 | 0.7290 | 0.1139 | 0.7290 | 0.8538 |
253
+ | No log | 26.9333 | 404 | 0.7210 | 0.0587 | 0.7210 | 0.8491 |
254
+ | No log | 27.0667 | 406 | 0.7045 | 0.0587 | 0.7045 | 0.8393 |
255
+ | No log | 27.2 | 408 | 0.6741 | 0.0524 | 0.6741 | 0.8211 |
256
+ | No log | 27.3333 | 410 | 0.6882 | 0.0914 | 0.6882 | 0.8296 |
257
+ | No log | 27.4667 | 412 | 0.7096 | 0.1423 | 0.7096 | 0.8423 |
258
+ | No log | 27.6 | 414 | 0.7171 | 0.1362 | 0.7171 | 0.8468 |
259
+ | No log | 27.7333 | 416 | 0.7333 | 0.1576 | 0.7333 | 0.8563 |
260
+ | No log | 27.8667 | 418 | 0.7449 | 0.0122 | 0.7449 | 0.8630 |
261
+ | No log | 28.0 | 420 | 0.7153 | 0.0587 | 0.7153 | 0.8458 |
262
+ | No log | 28.1333 | 422 | 0.6912 | 0.0555 | 0.6912 | 0.8314 |
263
+ | No log | 28.2667 | 424 | 0.6978 | 0.1639 | 0.6978 | 0.8353 |
264
+ | No log | 28.4 | 426 | 0.7317 | 0.0587 | 0.7317 | 0.8554 |
265
+ | No log | 28.5333 | 428 | 0.7632 | 0.0640 | 0.7632 | 0.8736 |
266
+ | No log | 28.6667 | 430 | 0.7599 | 0.1135 | 0.7599 | 0.8717 |
267
+ | No log | 28.8 | 432 | 0.7460 | 0.1137 | 0.7460 | 0.8637 |
268
+ | No log | 28.9333 | 434 | 0.7402 | 0.0587 | 0.7402 | 0.8604 |
269
+ | No log | 29.0667 | 436 | 0.7357 | 0.0587 | 0.7357 | 0.8577 |
270
+ | No log | 29.2 | 438 | 0.7343 | 0.0 | 0.7343 | 0.8569 |
271
+ | No log | 29.3333 | 440 | 0.7499 | 0.0602 | 0.7499 | 0.8659 |
272
+ | No log | 29.4667 | 442 | 0.7878 | 0.0094 | 0.7878 | 0.8876 |
273
+ | No log | 29.6 | 444 | 0.7790 | 0.0587 | 0.7790 | 0.8826 |
274
+ | No log | 29.7333 | 446 | 0.7544 | 0.0587 | 0.7544 | 0.8686 |
275
+ | No log | 29.8667 | 448 | 0.7196 | 0.0555 | 0.7196 | 0.8483 |
276
+ | No log | 30.0 | 450 | 0.6901 | 0.0555 | 0.6901 | 0.8307 |
277
+ | No log | 30.1333 | 452 | 0.6932 | 0.0555 | 0.6932 | 0.8326 |
278
+ | No log | 30.2667 | 454 | 0.7286 | 0.0555 | 0.7286 | 0.8536 |
279
+ | No log | 30.4 | 456 | 0.7776 | 0.0064 | 0.7776 | 0.8818 |
280
+ | No log | 30.5333 | 458 | 0.8213 | 0.0640 | 0.8213 | 0.9062 |
281
+ | No log | 30.6667 | 460 | 0.8194 | 0.0640 | 0.8194 | 0.9052 |
282
+ | No log | 30.8 | 462 | 0.7678 | 0.0587 | 0.7678 | 0.8762 |
283
+ | No log | 30.9333 | 464 | 0.6993 | 0.0 | 0.6993 | 0.8363 |
284
+ | No log | 31.0667 | 466 | 0.6851 | 0.0479 | 0.6851 | 0.8277 |
285
+ | No log | 31.2 | 468 | 0.6940 | 0.0479 | 0.6940 | 0.8331 |
286
+ | No log | 31.3333 | 470 | 0.7105 | 0.0479 | 0.7105 | 0.8429 |
287
+ | No log | 31.4667 | 472 | 0.7242 | 0.0 | 0.7242 | 0.8510 |
288
+ | No log | 31.6 | 474 | 0.7241 | 0.0 | 0.7241 | 0.8510 |
289
+ | No log | 31.7333 | 476 | 0.7133 | 0.0 | 0.7133 | 0.8446 |
290
+ | No log | 31.8667 | 478 | 0.7043 | 0.0 | 0.7043 | 0.8392 |
291
+ | No log | 32.0 | 480 | 0.6932 | 0.0555 | 0.6932 | 0.8326 |
292
+ | No log | 32.1333 | 482 | 0.6967 | 0.0524 | 0.6967 | 0.8347 |
293
+ | No log | 32.2667 | 484 | 0.7168 | 0.0 | 0.7168 | 0.8466 |
294
+ | No log | 32.4 | 486 | 0.7390 | 0.0602 | 0.7390 | 0.8596 |
295
+ | No log | 32.5333 | 488 | 0.7718 | 0.0673 | 0.7718 | 0.8785 |
296
+ | No log | 32.6667 | 490 | 0.7752 | 0.0673 | 0.7752 | 0.8805 |
297
+ | No log | 32.8 | 492 | 0.7757 | 0.1626 | 0.7757 | 0.8807 |
298
+ | No log | 32.9333 | 494 | 0.7708 | 0.0602 | 0.7708 | 0.8780 |
299
+ | No log | 33.0667 | 496 | 0.7536 | 0.0587 | 0.7536 | 0.8681 |
300
+ | No log | 33.2 | 498 | 0.7319 | 0.0 | 0.7319 | 0.8555 |
301
+ | 0.3061 | 33.3333 | 500 | 0.6987 | 0.0 | 0.6987 | 0.8359 |
302
+ | 0.3061 | 33.4667 | 502 | 0.6822 | 0.0 | 0.6822 | 0.8260 |
303
+ | 0.3061 | 33.6 | 504 | 0.6776 | 0.0 | 0.6776 | 0.8232 |
304
+ | 0.3061 | 33.7333 | 506 | 0.6827 | 0.0 | 0.6827 | 0.8263 |
305
+ | 0.3061 | 33.8667 | 508 | 0.7123 | 0.0 | 0.7123 | 0.8440 |
306
+ | 0.3061 | 34.0 | 510 | 0.7296 | 0.0587 | 0.7296 | 0.8542 |
307
+ | 0.3061 | 34.1333 | 512 | 0.7359 | 0.0587 | 0.7359 | 0.8578 |
308
+ | 0.3061 | 34.2667 | 514 | 0.7177 | 0.0 | 0.7177 | 0.8472 |
309
+ | 0.3061 | 34.4 | 516 | 0.7034 | 0.0 | 0.7034 | 0.8387 |
310
+ | 0.3061 | 34.5333 | 518 | 0.7088 | 0.0 | 0.7088 | 0.8419 |
311
+ | 0.3061 | 34.6667 | 520 | 0.7516 | 0.0587 | 0.7516 | 0.8669 |
312
+ | 0.3061 | 34.8 | 522 | 0.7890 | 0.0587 | 0.7890 | 0.8883 |
313
+ | 0.3061 | 34.9333 | 524 | 0.8010 | 0.0587 | 0.8010 | 0.8950 |
314
+ | 0.3061 | 35.0667 | 526 | 0.7730 | 0.0068 | 0.7730 | 0.8792 |
315
+ | 0.3061 | 35.2 | 528 | 0.7210 | 0.0555 | 0.7210 | 0.8491 |
316
+ | 0.3061 | 35.3333 | 530 | 0.6897 | 0.0555 | 0.6897 | 0.8305 |
317
+ | 0.3061 | 35.4667 | 532 | 0.6895 | 0.0555 | 0.6895 | 0.8304 |
318
+ | 0.3061 | 35.6 | 534 | 0.6977 | 0.0555 | 0.6977 | 0.8353 |
319
+ | 0.3061 | 35.7333 | 536 | 0.7145 | 0.0479 | 0.7145 | 0.8453 |
320
+ | 0.3061 | 35.8667 | 538 | 0.7445 | 0.0479 | 0.7445 | 0.8628 |
321
+ | 0.3061 | 36.0 | 540 | 0.7706 | 0.0541 | 0.7706 | 0.8778 |
322
+ | 0.3061 | 36.1333 | 542 | 0.7854 | 0.0587 | 0.7854 | 0.8862 |
323
+ | 0.3061 | 36.2667 | 544 | 0.7741 | 0.0541 | 0.7741 | 0.8799 |
324
+ | 0.3061 | 36.4 | 546 | 0.7442 | -0.0033 | 0.7442 | 0.8627 |
325
+ | 0.3061 | 36.5333 | 548 | 0.7165 | -0.0033 | 0.7165 | 0.8465 |
326
+ | 0.3061 | 36.6667 | 550 | 0.6958 | 0.0506 | 0.6958 | 0.8342 |
327
+ | 0.3061 | 36.8 | 552 | 0.6928 | 0.0555 | 0.6928 | 0.8323 |
328
+ | 0.3061 | 36.9333 | 554 | 0.7092 | 0.0555 | 0.7092 | 0.8421 |
329
+ | 0.3061 | 37.0667 | 556 | 0.7408 | 0.0555 | 0.7408 | 0.8607 |
330
+ | 0.3061 | 37.2 | 558 | 0.7610 | 0.0602 | 0.7610 | 0.8723 |
331
+ | 0.3061 | 37.3333 | 560 | 0.7754 | 0.1135 | 0.7754 | 0.8806 |
332
+ | 0.3061 | 37.4667 | 562 | 0.7712 | 0.1135 | 0.7712 | 0.8782 |
333
+ | 0.3061 | 37.6 | 564 | 0.7922 | 0.1133 | 0.7922 | 0.8901 |
334
+ | 0.3061 | 37.7333 | 566 | 0.7813 | 0.1141 | 0.7813 | 0.8839 |
335
+ | 0.3061 | 37.8667 | 568 | 0.7532 | 0.1143 | 0.7532 | 0.8678 |
336
+ | 0.3061 | 38.0 | 570 | 0.7295 | 0.0555 | 0.7295 | 0.8541 |
337
+ | 0.3061 | 38.1333 | 572 | 0.7388 | 0.0555 | 0.7388 | 0.8595 |
338
+ | 0.3061 | 38.2667 | 574 | 0.7567 | 0.0033 | 0.7567 | 0.8699 |
339
+ | 0.3061 | 38.4 | 576 | 0.7869 | 0.1137 | 0.7869 | 0.8871 |
340
+ | 0.3061 | 38.5333 | 578 | 0.7765 | 0.0602 | 0.7765 | 0.8812 |
341
+ | 0.3061 | 38.6667 | 580 | 0.7574 | 0.0 | 0.7574 | 0.8703 |
342
+ | 0.3061 | 38.8 | 582 | 0.7335 | 0.0 | 0.7335 | 0.8564 |
343
+ | 0.3061 | 38.9333 | 584 | 0.7234 | 0.0 | 0.7234 | 0.8506 |
344
+ | 0.3061 | 39.0667 | 586 | 0.7299 | 0.0 | 0.7299 | 0.8544 |
345
+ | 0.3061 | 39.2 | 588 | 0.7396 | 0.0 | 0.7396 | 0.8600 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions