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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_task3_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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_k6_task3_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7396
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- - Qwk: 0.0
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- - Mse: 0.7396
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- - Rmse: 0.8600
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  ## Model description
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@@ -49,300 +49,268 @@ 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 | 0.1333 | 2 | 3.6362 | -0.0047 | 3.6362 | 1.9069 |
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- | No log | 0.2667 | 4 | 2.1430 | 0.0247 | 2.1430 | 1.4639 |
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- | No log | 0.4 | 6 | 1.7879 | 0.0398 | 1.7879 | 1.3371 |
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- | No log | 0.5333 | 8 | 1.1515 | -0.0234 | 1.1515 | 1.0731 |
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- | No log | 0.6667 | 10 | 1.1172 | 0.0610 | 1.1172 | 1.0570 |
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- | No log | 0.8 | 12 | 0.9793 | 0.1153 | 0.9793 | 0.9896 |
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- | No log | 0.9333 | 14 | 1.0696 | -0.0207 | 1.0696 | 1.0342 |
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- | No log | 1.0667 | 16 | 0.9217 | -0.0617 | 0.9217 | 0.9601 |
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- | No log | 1.2 | 18 | 0.8039 | -0.0331 | 0.8039 | 0.8966 |
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- | No log | 1.3333 | 20 | 0.8656 | -0.0504 | 0.8656 | 0.9304 |
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- | No log | 1.4667 | 22 | 0.8276 | -0.0842 | 0.8276 | 0.9097 |
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- | No log | 1.6 | 24 | 0.8536 | -0.1265 | 0.8536 | 0.9239 |
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- | No log | 1.7333 | 26 | 1.0474 | 0.0338 | 1.0474 | 1.0234 |
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- | No log | 1.8667 | 28 | 1.2419 | 0.0 | 1.2419 | 1.1144 |
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- | No log | 2.0 | 30 | 1.3791 | 0.0 | 1.3791 | 1.1744 |
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- | No log | 2.1333 | 32 | 1.2663 | -0.0247 | 1.2663 | 1.1253 |
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- | No log | 2.2667 | 34 | 1.2035 | 0.0083 | 1.2035 | 1.0971 |
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- | No log | 2.4 | 36 | 0.8726 | -0.0878 | 0.8726 | 0.9341 |
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- | No log | 2.5333 | 38 | 0.7571 | -0.1220 | 0.7571 | 0.8701 |
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- | No log | 2.6667 | 40 | 0.7289 | -0.1216 | 0.7289 | 0.8538 |
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- | No log | 2.8 | 42 | 0.8517 | -0.1249 | 0.8517 | 0.9229 |
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- | No log | 2.9333 | 44 | 1.1466 | -0.0982 | 1.1466 | 1.0708 |
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- | No log | 3.0667 | 46 | 1.3335 | 0.0083 | 1.3335 | 1.1548 |
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- | No log | 3.2 | 48 | 1.4895 | -0.0247 | 1.4895 | 1.2205 |
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- | No log | 3.3333 | 50 | 1.4622 | -0.0247 | 1.4622 | 1.2092 |
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- | No log | 3.4667 | 52 | 1.3291 | 0.0 | 1.3291 | 1.1529 |
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- | No log | 3.6 | 54 | 1.2690 | 0.0 | 1.2690 | 1.1265 |
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- | No log | 3.7333 | 56 | 1.1171 | -0.0234 | 1.1171 | 1.0569 |
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- | No log | 3.8667 | 58 | 0.9108 | -0.0200 | 0.9108 | 0.9543 |
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- | No log | 4.0 | 60 | 0.8024 | -0.0790 | 0.8024 | 0.8958 |
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- | No log | 4.1333 | 62 | 0.7801 | -0.0739 | 0.7801 | 0.8832 |
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- | No log | 4.2667 | 64 | 0.7806 | -0.0739 | 0.7806 | 0.8835 |
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- | No log | 4.4 | 66 | 0.8013 | -0.0739 | 0.8013 | 0.8952 |
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- | 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 |
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- | No log | 4.8 | 72 | 1.0115 | 0.0111 | 1.0115 | 1.0057 |
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- | No log | 4.9333 | 74 | 1.1528 | 0.0493 | 1.1528 | 1.0737 |
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- | No log | 5.0667 | 76 | 1.2981 | -0.0193 | 1.2981 | 1.1394 |
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- | No log | 5.2 | 78 | 1.0448 | -0.0049 | 1.0448 | 1.0222 |
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- | No log | 5.3333 | 80 | 0.7543 | -0.1241 | 0.7543 | 0.8685 |
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- | No log | 5.4667 | 82 | 0.7242 | 0.0555 | 0.7242 | 0.8510 |
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- | No log | 5.6 | 84 | 0.7500 | -0.0551 | 0.7500 | 0.8660 |
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- | No log | 5.7333 | 86 | 0.7645 | -0.1168 | 0.7645 | 0.8743 |
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- | No log | 5.8667 | 88 | 0.9029 | 0.0642 | 0.9029 | 0.9502 |
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- | No log | 6.0 | 90 | 0.8932 | -0.0008 | 0.8932 | 0.9451 |
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- | No log | 6.1333 | 92 | 0.8333 | 0.0191 | 0.8333 | 0.9129 |
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- | No log | 6.2667 | 94 | 0.8175 | -0.0264 | 0.8175 | 0.9041 |
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- | No log | 6.4 | 96 | 0.8194 | -0.0096 | 0.8194 | 0.9052 |
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- | No log | 6.5333 | 98 | 0.8447 | 0.0095 | 0.8447 | 0.9191 |
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- | No log | 6.6667 | 100 | 0.9161 | 0.0068 | 0.9161 | 0.9571 |
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- | No log | 6.8 | 102 | 0.9162 | 0.0129 | 0.9162 | 0.9572 |
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- | No log | 6.9333 | 104 | 0.9473 | -0.0672 | 0.9473 | 0.9733 |
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- | No log | 7.0667 | 106 | 0.9932 | -0.1194 | 0.9932 | 0.9966 |
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- | No log | 7.2 | 108 | 0.9956 | -0.0059 | 0.9956 | 0.9978 |
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- | No log | 7.3333 | 110 | 0.9080 | 0.0040 | 0.9080 | 0.9529 |
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- | No log | 7.4667 | 112 | 0.8915 | -0.0778 | 0.8915 | 0.9442 |
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- | No log | 7.6 | 114 | 0.8783 | -0.1106 | 0.8783 | 0.9372 |
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- | No log | 7.7333 | 116 | 0.8470 | -0.0385 | 0.8470 | 0.9203 |
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- | No log | 7.8667 | 118 | 0.7679 | -0.0662 | 0.7679 | 0.8763 |
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- | No log | 8.0 | 120 | 0.8481 | -0.0371 | 0.8481 | 0.9209 |
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- | No log | 8.1333 | 122 | 0.9753 | 0.0545 | 0.9753 | 0.9876 |
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- | No log | 8.2667 | 124 | 0.8629 | -0.0425 | 0.8629 | 0.9290 |
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- | No log | 8.4 | 126 | 0.7736 | 0.0 | 0.7736 | 0.8795 |
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- | No log | 8.5333 | 128 | 0.9080 | -0.0408 | 0.9080 | 0.9529 |
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- | No log | 8.6667 | 130 | 0.9466 | -0.1054 | 0.9466 | 0.9729 |
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- | No log | 8.8 | 132 | 0.8200 | 0.0260 | 0.8200 | 0.9055 |
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- | No log | 8.9333 | 134 | 0.7494 | 0.0556 | 0.7494 | 0.8657 |
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- | No log | 9.0667 | 136 | 0.7500 | 0.0556 | 0.7500 | 0.8661 |
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- | No log | 9.2 | 138 | 0.7970 | -0.0329 | 0.7970 | 0.8928 |
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- | No log | 9.3333 | 140 | 0.8578 | 0.1034 | 0.8578 | 0.9262 |
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- | No log | 9.4667 | 142 | 0.8495 | 0.0268 | 0.8495 | 0.9217 |
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- | No log | 9.6 | 144 | 0.7929 | 0.0179 | 0.7929 | 0.8904 |
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- | No log | 9.7333 | 146 | 0.8041 | 0.0151 | 0.8041 | 0.8967 |
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- | No log | 9.8667 | 148 | 0.8317 | -0.0116 | 0.8317 | 0.9120 |
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- | No log | 10.0 | 150 | 0.8436 | 0.0315 | 0.8436 | 0.9185 |
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- | No log | 10.1333 | 152 | 0.8500 | 0.1123 | 0.8500 | 0.9220 |
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- | No log | 10.2667 | 154 | 0.8125 | -0.0204 | 0.8125 | 0.9014 |
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- | No log | 10.4 | 156 | 0.7720 | -0.0428 | 0.7720 | 0.8786 |
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- | No log | 10.5333 | 158 | 0.7545 | 0.0602 | 0.7545 | 0.8686 |
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- | No log | 10.6667 | 160 | 0.7478 | 0.0524 | 0.7478 | 0.8648 |
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- | No log | 10.8 | 162 | 0.7419 | 0.0555 | 0.7419 | 0.8613 |
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- | No log | 10.9333 | 164 | 0.7051 | 0.0 | 0.7051 | 0.8397 |
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- | No log | 11.0667 | 166 | 0.7025 | -0.0033 | 0.7025 | 0.8382 |
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- | No log | 11.2 | 168 | 0.7478 | 0.0318 | 0.7478 | 0.8648 |
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- | No log | 11.3333 | 170 | 0.7074 | 0.0436 | 0.7074 | 0.8411 |
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- | No log | 11.4667 | 172 | 0.7640 | -0.0406 | 0.7640 | 0.8741 |
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- | No log | 11.6 | 174 | 0.7730 | 0.0064 | 0.7730 | 0.8792 |
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- | No log | 11.7333 | 176 | 0.7184 | 0.0 | 0.7184 | 0.8476 |
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- | No log | 11.8667 | 178 | 0.7123 | 0.0479 | 0.7123 | 0.8440 |
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- | No log | 12.0 | 180 | 0.9114 | 0.0362 | 0.9114 | 0.9547 |
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- | No log | 12.1333 | 182 | 0.9412 | -0.0076 | 0.9412 | 0.9702 |
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- | No log | 12.2667 | 184 | 0.7451 | 0.0183 | 0.7451 | 0.8632 |
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- | No log | 12.4 | 186 | 0.7025 | 0.0 | 0.7025 | 0.8381 |
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- | No log | 12.5333 | 188 | 0.7434 | -0.0033 | 0.7434 | 0.8622 |
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- | No log | 12.6667 | 190 | 0.7637 | -0.1074 | 0.7637 | 0.8739 |
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- | No log | 12.8 | 192 | 0.7249 | 0.0587 | 0.7249 | 0.8514 |
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- | No log | 12.9333 | 194 | 0.7147 | 0.1552 | 0.7147 | 0.8454 |
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- | No log | 13.0667 | 196 | 0.7330 | 0.2024 | 0.7330 | 0.8562 |
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- | No log | 13.2 | 198 | 0.8155 | 0.0240 | 0.8155 | 0.9031 |
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- | No log | 13.3333 | 200 | 0.9518 | -0.0583 | 0.9518 | 0.9756 |
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- | No log | 13.4667 | 202 | 0.9827 | -0.0253 | 0.9827 | 0.9913 |
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- | No log | 13.6 | 204 | 0.9431 | -0.0334 | 0.9431 | 0.9711 |
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- | No log | 13.7333 | 206 | 0.8472 | 0.0260 | 0.8472 | 0.9205 |
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- | No log | 13.8667 | 208 | 0.8137 | -0.0958 | 0.8137 | 0.9021 |
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- | No log | 14.0 | 210 | 0.7698 | -0.0520 | 0.7698 | 0.8774 |
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- | No log | 14.1333 | 212 | 0.7388 | -0.0520 | 0.7388 | 0.8595 |
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- | No log | 14.2667 | 214 | 0.7286 | 0.0 | 0.7286 | 0.8536 |
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- | No log | 14.4 | 216 | 0.7092 | 0.0 | 0.7092 | 0.8421 |
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- | No log | 14.5333 | 218 | 0.7063 | 0.0 | 0.7063 | 0.8404 |
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- | No log | 14.6667 | 220 | 0.7158 | 0.0 | 0.7158 | 0.8460 |
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- | No log | 14.8 | 222 | 0.7335 | 0.0 | 0.7335 | 0.8564 |
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- | No log | 14.9333 | 224 | 0.7419 | 0.0033 | 0.7419 | 0.8613 |
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- | No log | 15.0667 | 226 | 0.7672 | 0.0033 | 0.7672 | 0.8759 |
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- | No log | 15.2 | 228 | 0.7865 | 0.0640 | 0.7865 | 0.8869 |
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- | No log | 15.3333 | 230 | 0.8132 | 0.0155 | 0.8132 | 0.9018 |
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- | No log | 15.4667 | 232 | 0.8572 | 0.0733 | 0.8572 | 0.9259 |
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- | No log | 15.6 | 234 | 0.8215 | 0.0640 | 0.8215 | 0.9064 |
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- | No log | 15.7333 | 236 | 0.7573 | 0.0615 | 0.7573 | 0.8702 |
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- | No log | 15.8667 | 238 | 0.7416 | 0.0973 | 0.7416 | 0.8612 |
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- | No log | 16.0 | 240 | 0.7624 | -0.0271 | 0.7624 | 0.8732 |
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- | No log | 16.1333 | 242 | 0.8321 | 0.1126 | 0.8321 | 0.9122 |
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- | No log | 16.2667 | 244 | 0.8373 | 0.0718 | 0.8373 | 0.9150 |
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- | No log | 16.4 | 246 | 0.8078 | 0.1991 | 0.8078 | 0.8988 |
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- | No log | 16.5333 | 248 | 0.7918 | 0.0652 | 0.7918 | 0.8898 |
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- | No log | 16.6667 | 250 | 0.7959 | 0.0640 | 0.7959 | 0.8921 |
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- | No log | 16.8 | 252 | 0.7896 | 0.0615 | 0.7896 | 0.8886 |
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- | No log | 16.9333 | 254 | 0.7753 | 0.0602 | 0.7753 | 0.8805 |
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- | No log | 17.0667 | 256 | 0.7516 | 0.0033 | 0.7516 | 0.8670 |
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- | No log | 17.2 | 258 | 0.7228 | 0.0602 | 0.7228 | 0.8502 |
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- | No log | 17.3333 | 260 | 0.7305 | 0.0602 | 0.7305 | 0.8547 |
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- | No log | 17.4667 | 262 | 0.7767 | 0.1135 | 0.7767 | 0.8813 |
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- | No log | 17.6 | 264 | 0.7946 | 0.1137 | 0.7946 | 0.8914 |
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- | No log | 17.7333 | 266 | 0.7705 | 0.1137 | 0.7705 | 0.8778 |
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- | No log | 17.8667 | 268 | 0.7509 | 0.0602 | 0.7509 | 0.8665 |
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- | No log | 18.0 | 270 | 0.7485 | 0.0033 | 0.7485 | 0.8652 |
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- | No log | 18.1333 | 272 | 0.7831 | 0.1137 | 0.7831 | 0.8849 |
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- | No log | 18.2667 | 274 | 0.8479 | 0.0673 | 0.8479 | 0.9208 |
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- | No log | 18.4 | 276 | 0.8883 | 0.0734 | 0.8883 | 0.9425 |
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- | No log | 18.5333 | 278 | 0.8466 | 0.0664 | 0.8466 | 0.9201 |
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- | 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 |
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- | 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 |
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- | 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 |
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- | 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 |
346
 
347
 
348
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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_k7_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: 1.1710
19
+ - Qwk: -0.0657
20
+ - Mse: 1.1710
21
+ - Rmse: 1.0821
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1111 | 2 | 3.6718 | -0.0058 | 3.6718 | 1.9162 |
53
+ | No log | 0.2222 | 4 | 1.8808 | 0.0772 | 1.8808 | 1.3714 |
54
+ | No log | 0.3333 | 6 | 1.2668 | 0.0 | 1.2668 | 1.1255 |
55
+ | No log | 0.4444 | 8 | 1.0847 | 0.0156 | 1.0847 | 1.0415 |
56
+ | No log | 0.5556 | 10 | 1.0538 | 0.0196 | 1.0538 | 1.0265 |
57
+ | No log | 0.6667 | 12 | 1.1573 | -0.0164 | 1.1573 | 1.0758 |
58
+ | No log | 0.7778 | 14 | 0.9274 | 0.0741 | 0.9274 | 0.9630 |
59
+ | No log | 0.8889 | 16 | 0.9163 | 0.1223 | 0.9163 | 0.9573 |
60
+ | No log | 1.0 | 18 | 0.8260 | 0.0826 | 0.8260 | 0.9088 |
61
+ | No log | 1.1111 | 20 | 0.9122 | -0.0049 | 0.9122 | 0.9551 |
62
+ | No log | 1.2222 | 22 | 0.9395 | -0.0067 | 0.9395 | 0.9693 |
63
+ | No log | 1.3333 | 24 | 1.0843 | -0.0435 | 1.0843 | 1.0413 |
64
+ | No log | 1.4444 | 26 | 1.2016 | 0.0083 | 1.2016 | 1.0962 |
65
+ | No log | 1.5556 | 28 | 0.9426 | -0.0031 | 0.9426 | 0.9709 |
66
+ | No log | 1.6667 | 30 | 0.9249 | -0.0253 | 0.9249 | 0.9617 |
67
+ | No log | 1.7778 | 32 | 0.8447 | -0.1708 | 0.8447 | 0.9191 |
68
+ | No log | 1.8889 | 34 | 1.1750 | -0.0959 | 1.1750 | 1.0840 |
69
+ | No log | 2.0 | 36 | 1.4500 | -0.1001 | 1.4500 | 1.2042 |
70
+ | No log | 2.1111 | 38 | 1.0734 | -0.0606 | 1.0734 | 1.0361 |
71
+ | No log | 2.2222 | 40 | 0.8806 | -0.1255 | 0.8806 | 0.9384 |
72
+ | No log | 2.3333 | 42 | 0.9653 | -0.0894 | 0.9653 | 0.9825 |
73
+ | No log | 2.4444 | 44 | 1.3855 | -0.0457 | 1.3855 | 1.1771 |
74
+ | No log | 2.5556 | 46 | 1.2154 | 0.0217 | 1.2154 | 1.1025 |
75
+ | No log | 2.6667 | 48 | 0.7730 | 0.0334 | 0.7730 | 0.8792 |
76
+ | No log | 2.7778 | 50 | 0.7501 | -0.0101 | 0.7501 | 0.8661 |
77
+ | No log | 2.8889 | 52 | 0.8079 | -0.1249 | 0.8079 | 0.8988 |
78
+ | No log | 3.0 | 54 | 0.9440 | -0.0200 | 0.9440 | 0.9716 |
79
+ | No log | 3.1111 | 56 | 0.9082 | -0.0490 | 0.9082 | 0.9530 |
80
+ | No log | 3.2222 | 58 | 0.8204 | -0.0309 | 0.8204 | 0.9058 |
81
+ | No log | 3.3333 | 60 | 0.7438 | -0.0101 | 0.7438 | 0.8624 |
82
+ | No log | 3.4444 | 62 | 0.8074 | 0.0225 | 0.8074 | 0.8985 |
83
+ | No log | 3.5556 | 64 | 0.8668 | 0.0129 | 0.8668 | 0.9310 |
84
+ | No log | 3.6667 | 66 | 0.7812 | -0.0609 | 0.7812 | 0.8839 |
85
+ | No log | 3.7778 | 68 | 0.7916 | -0.0571 | 0.7916 | 0.8897 |
86
+ | No log | 3.8889 | 70 | 0.8934 | -0.0743 | 0.8934 | 0.9452 |
87
+ | No log | 4.0 | 72 | 1.1863 | -0.1273 | 1.1863 | 1.0892 |
88
+ | No log | 4.1111 | 74 | 0.9675 | -0.0852 | 0.9675 | 0.9836 |
89
+ | No log | 4.2222 | 76 | 0.7714 | -0.0096 | 0.7714 | 0.8783 |
90
+ | No log | 4.3333 | 78 | 0.8442 | -0.1201 | 0.8442 | 0.9188 |
91
+ | No log | 4.4444 | 80 | 0.8042 | -0.0427 | 0.8042 | 0.8968 |
92
+ | No log | 4.5556 | 82 | 0.9901 | -0.0862 | 0.9901 | 0.9950 |
93
+ | No log | 4.6667 | 84 | 1.4230 | -0.0720 | 1.4230 | 1.1929 |
94
+ | No log | 4.7778 | 86 | 1.8135 | -0.0479 | 1.8135 | 1.3467 |
95
+ | No log | 4.8889 | 88 | 1.4953 | -0.0974 | 1.4953 | 1.2228 |
96
+ | No log | 5.0 | 90 | 1.0469 | -0.1096 | 1.0469 | 1.0232 |
97
+ | No log | 5.1111 | 92 | 0.8440 | -0.0798 | 0.8440 | 0.9187 |
98
+ | No log | 5.2222 | 94 | 0.8874 | -0.0904 | 0.8874 | 0.9420 |
99
+ | No log | 5.3333 | 96 | 0.8461 | 0.0027 | 0.8461 | 0.9198 |
100
+ | No log | 5.4444 | 98 | 1.1364 | -0.0513 | 1.1364 | 1.0660 |
101
+ | No log | 5.5556 | 100 | 1.4344 | -0.0638 | 1.4344 | 1.1977 |
102
+ | No log | 5.6667 | 102 | 1.0465 | -0.0870 | 1.0465 | 1.0230 |
103
+ | No log | 5.7778 | 104 | 0.8216 | 0.0247 | 0.8216 | 0.9064 |
104
+ | No log | 5.8889 | 106 | 0.9235 | -0.1209 | 0.9235 | 0.9610 |
105
+ | No log | 6.0 | 108 | 1.1482 | -0.0211 | 1.1482 | 1.0715 |
106
+ | No log | 6.1111 | 110 | 0.9227 | -0.0746 | 0.9227 | 0.9606 |
107
+ | No log | 6.2222 | 112 | 0.9884 | -0.0809 | 0.9884 | 0.9942 |
108
+ | No log | 6.3333 | 114 | 1.3489 | -0.1569 | 1.3489 | 1.1614 |
109
+ | No log | 6.4444 | 116 | 1.1525 | -0.0468 | 1.1525 | 1.0735 |
110
+ | No log | 6.5556 | 118 | 1.0614 | 0.0320 | 1.0614 | 1.0303 |
111
+ | No log | 6.6667 | 120 | 0.9239 | 0.0880 | 0.9239 | 0.9612 |
112
+ | No log | 6.7778 | 122 | 0.8989 | 0.0586 | 0.8989 | 0.9481 |
113
+ | No log | 6.8889 | 124 | 1.0457 | -0.1131 | 1.0457 | 1.0226 |
114
+ | No log | 7.0 | 126 | 0.9106 | 0.0087 | 0.9106 | 0.9543 |
115
+ | No log | 7.1111 | 128 | 0.9947 | -0.1134 | 0.9947 | 0.9974 |
116
+ | No log | 7.2222 | 130 | 1.0287 | -0.1872 | 1.0287 | 1.0142 |
117
+ | No log | 7.3333 | 132 | 1.1728 | -0.1566 | 1.1728 | 1.0830 |
118
+ | No log | 7.4444 | 134 | 0.9724 | -0.1597 | 0.9724 | 0.9861 |
119
+ | No log | 7.5556 | 136 | 0.8400 | 0.0821 | 0.8400 | 0.9165 |
120
+ | No log | 7.6667 | 138 | 0.8438 | 0.0282 | 0.8438 | 0.9186 |
121
+ | No log | 7.7778 | 140 | 1.0943 | -0.1234 | 1.0943 | 1.0461 |
122
+ | No log | 7.8889 | 142 | 0.8966 | 0.0525 | 0.8966 | 0.9469 |
123
+ | No log | 8.0 | 144 | 0.8192 | -0.1266 | 0.8192 | 0.9051 |
124
+ | No log | 8.1111 | 146 | 0.8232 | -0.1204 | 0.8232 | 0.9073 |
125
+ | No log | 8.2222 | 148 | 0.9653 | -0.0076 | 0.9653 | 0.9825 |
126
+ | No log | 8.3333 | 150 | 1.2888 | -0.0925 | 1.2888 | 1.1353 |
127
+ | No log | 8.4444 | 152 | 0.9583 | -0.0309 | 0.9583 | 0.9789 |
128
+ | No log | 8.5556 | 154 | 0.8990 | -0.1354 | 0.8990 | 0.9481 |
129
+ | No log | 8.6667 | 156 | 0.8640 | -0.1597 | 0.8640 | 0.9295 |
130
+ | No log | 8.7778 | 158 | 0.9181 | 0.0062 | 0.9181 | 0.9582 |
131
+ | No log | 8.8889 | 160 | 0.9457 | -0.0008 | 0.9457 | 0.9725 |
132
+ | No log | 9.0 | 162 | 0.9850 | 0.0526 | 0.9850 | 0.9925 |
133
+ | No log | 9.1111 | 164 | 0.7959 | 0.0282 | 0.7959 | 0.8922 |
134
+ | No log | 9.2222 | 166 | 0.7595 | -0.0541 | 0.7595 | 0.8715 |
135
+ | No log | 9.3333 | 168 | 0.7589 | -0.0062 | 0.7589 | 0.8712 |
136
+ | No log | 9.4444 | 170 | 0.8804 | 0.0016 | 0.8804 | 0.9383 |
137
+ | No log | 9.5556 | 172 | 0.9448 | -0.0828 | 0.9448 | 0.9720 |
138
+ | No log | 9.6667 | 174 | 0.8619 | -0.0056 | 0.8619 | 0.9284 |
139
+ | No log | 9.7778 | 176 | 0.8889 | -0.1354 | 0.8889 | 0.9428 |
140
+ | No log | 9.8889 | 178 | 0.8920 | 0.0934 | 0.8920 | 0.9445 |
141
+ | No log | 10.0 | 180 | 0.9164 | -0.0573 | 0.9164 | 0.9573 |
142
+ | No log | 10.1111 | 182 | 0.9884 | -0.1155 | 0.9884 | 0.9942 |
143
+ | No log | 10.2222 | 184 | 1.2380 | -0.2215 | 1.2380 | 1.1126 |
144
+ | No log | 10.3333 | 186 | 1.0121 | -0.1597 | 1.0121 | 1.0060 |
145
+ | No log | 10.4444 | 188 | 0.8271 | 0.0375 | 0.8271 | 0.9095 |
146
+ | No log | 10.5556 | 190 | 0.8297 | 0.0375 | 0.8297 | 0.9109 |
147
+ | No log | 10.6667 | 192 | 0.9319 | -0.0767 | 0.9319 | 0.9654 |
148
+ | No log | 10.7778 | 194 | 0.9338 | -0.0767 | 0.9338 | 0.9664 |
149
+ | No log | 10.8889 | 196 | 0.8575 | -0.0195 | 0.8575 | 0.9260 |
150
+ | No log | 11.0 | 198 | 0.8679 | -0.0228 | 0.8679 | 0.9316 |
151
+ | No log | 11.1111 | 200 | 0.8881 | -0.0295 | 0.8881 | 0.9424 |
152
+ | No log | 11.2222 | 202 | 0.8520 | -0.0145 | 0.8520 | 0.9231 |
153
+ | No log | 11.3333 | 204 | 0.9305 | -0.0778 | 0.9305 | 0.9646 |
154
+ | No log | 11.4444 | 206 | 0.9416 | -0.0797 | 0.9416 | 0.9703 |
155
+ | No log | 11.5556 | 208 | 0.9543 | -0.0471 | 0.9543 | 0.9769 |
156
+ | No log | 11.6667 | 210 | 0.8992 | -0.0441 | 0.8992 | 0.9483 |
157
+ | No log | 11.7778 | 212 | 0.8163 | 0.0247 | 0.8163 | 0.9035 |
158
+ | No log | 11.8889 | 214 | 0.7953 | -0.0560 | 0.7953 | 0.8918 |
159
+ | No log | 12.0 | 216 | 0.8180 | -0.0145 | 0.8180 | 0.9044 |
160
+ | No log | 12.1111 | 218 | 0.9102 | -0.0409 | 0.9102 | 0.9540 |
161
+ | No log | 12.2222 | 220 | 1.1126 | -0.1555 | 1.1126 | 1.0548 |
162
+ | No log | 12.3333 | 222 | 0.9348 | -0.0797 | 0.9348 | 0.9669 |
163
+ | No log | 12.4444 | 224 | 0.8028 | 0.1354 | 0.8028 | 0.8960 |
164
+ | No log | 12.5556 | 226 | 0.7978 | 0.0828 | 0.7978 | 0.8932 |
165
+ | No log | 12.6667 | 228 | 0.8678 | -0.0355 | 0.8678 | 0.9316 |
166
+ | No log | 12.7778 | 230 | 0.9872 | -0.1572 | 0.9872 | 0.9936 |
167
+ | No log | 12.8889 | 232 | 0.8542 | 0.0152 | 0.8542 | 0.9242 |
168
+ | No log | 13.0 | 234 | 0.7808 | 0.0030 | 0.7808 | 0.8836 |
169
+ | No log | 13.1111 | 236 | 0.8283 | -0.0798 | 0.8283 | 0.9101 |
170
+ | No log | 13.2222 | 238 | 0.8026 | -0.0427 | 0.8026 | 0.8959 |
171
+ | No log | 13.3333 | 240 | 0.8207 | 0.0338 | 0.8207 | 0.9059 |
172
+ | No log | 13.4444 | 242 | 0.8972 | 0.0016 | 0.8972 | 0.9472 |
173
+ | No log | 13.5556 | 244 | 0.9568 | -0.0031 | 0.9568 | 0.9782 |
174
+ | No log | 13.6667 | 246 | 0.8912 | -0.0322 | 0.8912 | 0.9441 |
175
+ | No log | 13.7778 | 248 | 0.8499 | -0.0240 | 0.8499 | 0.9219 |
176
+ | No log | 13.8889 | 250 | 0.9085 | -0.0008 | 0.9085 | 0.9531 |
177
+ | No log | 14.0 | 252 | 0.9350 | -0.0828 | 0.9350 | 0.9669 |
178
+ | No log | 14.1111 | 254 | 0.9795 | -0.0526 | 0.9795 | 0.9897 |
179
+ | No log | 14.2222 | 256 | 1.0152 | -0.0885 | 1.0152 | 1.0076 |
180
+ | No log | 14.3333 | 258 | 1.0262 | -0.0526 | 1.0262 | 1.0130 |
181
+ | No log | 14.4444 | 260 | 0.8452 | -0.1197 | 0.8452 | 0.9194 |
182
+ | No log | 14.5556 | 262 | 0.8342 | -0.0427 | 0.8342 | 0.9133 |
183
+ | No log | 14.6667 | 264 | 0.9020 | -0.0798 | 0.9020 | 0.9498 |
184
+ | No log | 14.7778 | 266 | 0.8527 | -0.0902 | 0.8527 | 0.9234 |
185
+ | No log | 14.8889 | 268 | 0.8425 | -0.1191 | 0.8425 | 0.9179 |
186
+ | No log | 15.0 | 270 | 1.0635 | -0.0937 | 1.0635 | 1.0313 |
187
+ | No log | 15.1111 | 272 | 1.0107 | -0.1238 | 1.0107 | 1.0053 |
188
+ | No log | 15.2222 | 274 | 0.8614 | 0.0236 | 0.8614 | 0.9281 |
189
+ | No log | 15.3333 | 276 | 0.8548 | -0.1040 | 0.8548 | 0.9245 |
190
+ | No log | 15.4444 | 278 | 0.9224 | 0.0538 | 0.9224 | 0.9604 |
191
+ | No log | 15.5556 | 280 | 1.0166 | -0.1178 | 1.0166 | 1.0083 |
192
+ | No log | 15.6667 | 282 | 0.9753 | 0.0091 | 0.9753 | 0.9876 |
193
+ | No log | 15.7778 | 284 | 0.9579 | 0.0134 | 0.9579 | 0.9787 |
194
+ | No log | 15.8889 | 286 | 0.9207 | 0.0097 | 0.9207 | 0.9595 |
195
+ | No log | 16.0 | 288 | 0.9659 | -0.0440 | 0.9659 | 0.9828 |
196
+ | No log | 16.1111 | 290 | 0.9066 | 0.0441 | 0.9066 | 0.9521 |
197
+ | No log | 16.2222 | 292 | 0.8916 | 0.0135 | 0.8916 | 0.9443 |
198
+ | No log | 16.3333 | 294 | 0.8529 | -0.0449 | 0.8529 | 0.9236 |
199
+ | No log | 16.4444 | 296 | 0.8192 | 0.0031 | 0.8192 | 0.9051 |
200
+ | No log | 16.5556 | 298 | 0.7957 | 0.0375 | 0.7957 | 0.8920 |
201
+ | No log | 16.6667 | 300 | 0.8357 | -0.0316 | 0.8357 | 0.9142 |
202
+ | No log | 16.7778 | 302 | 0.8311 | -0.0283 | 0.8311 | 0.9117 |
203
+ | No log | 16.8889 | 304 | 0.8122 | -0.0283 | 0.8122 | 0.9012 |
204
+ | No log | 17.0 | 306 | 0.7804 | -0.0032 | 0.7804 | 0.8834 |
205
+ | No log | 17.1111 | 308 | 0.7762 | 0.0 | 0.7762 | 0.8810 |
206
+ | No log | 17.2222 | 310 | 0.7877 | 0.0318 | 0.7877 | 0.8875 |
207
+ | No log | 17.3333 | 312 | 0.8531 | 0.0068 | 0.8531 | 0.9236 |
208
+ | No log | 17.4444 | 314 | 0.8341 | -0.0316 | 0.8341 | 0.9133 |
209
+ | No log | 17.5556 | 316 | 0.7828 | -0.0520 | 0.7828 | 0.8848 |
210
+ | No log | 17.6667 | 318 | 0.8102 | -0.1010 | 0.8102 | 0.9001 |
211
+ | No log | 17.7778 | 320 | 0.7886 | -0.0520 | 0.7886 | 0.8880 |
212
+ | No log | 17.8889 | 322 | 0.7909 | -0.0644 | 0.7909 | 0.8893 |
213
+ | No log | 18.0 | 324 | 0.7975 | -0.0644 | 0.7975 | 0.8930 |
214
+ | No log | 18.1111 | 326 | 0.7938 | -0.0152 | 0.7938 | 0.8910 |
215
+ | No log | 18.2222 | 328 | 0.8014 | -0.0152 | 0.8014 | 0.8952 |
216
+ | No log | 18.3333 | 330 | 0.8230 | 0.0282 | 0.8230 | 0.9072 |
217
+ | No log | 18.4444 | 332 | 0.8346 | -0.0295 | 0.8346 | 0.9136 |
218
+ | No log | 18.5556 | 334 | 0.8527 | -0.0778 | 0.8527 | 0.9234 |
219
+ | No log | 18.6667 | 336 | 0.8242 | -0.0690 | 0.8242 | 0.9079 |
220
+ | No log | 18.7778 | 338 | 0.8473 | -0.1010 | 0.8473 | 0.9205 |
221
+ | No log | 18.8889 | 340 | 0.8634 | -0.1745 | 0.8634 | 0.9292 |
222
+ | No log | 19.0 | 342 | 0.8235 | -0.0179 | 0.8235 | 0.9075 |
223
+ | No log | 19.1111 | 344 | 0.9182 | -0.0373 | 0.9182 | 0.9582 |
224
+ | No log | 19.2222 | 346 | 1.0634 | -0.1240 | 1.0634 | 1.0312 |
225
+ | No log | 19.3333 | 348 | 1.0013 | -0.0194 | 1.0013 | 1.0007 |
226
+ | No log | 19.4444 | 350 | 0.8296 | 0.0183 | 0.8296 | 0.9108 |
227
+ | No log | 19.5556 | 352 | 0.8004 | -0.0704 | 0.8004 | 0.8946 |
228
+ | No log | 19.6667 | 354 | 0.7850 | -0.0252 | 0.7850 | 0.8860 |
229
+ | No log | 19.7778 | 356 | 0.7616 | -0.0252 | 0.7616 | 0.8727 |
230
+ | No log | 19.8889 | 358 | 0.7404 | -0.0062 | 0.7404 | 0.8605 |
231
+ | No log | 20.0 | 360 | 0.7938 | -0.0366 | 0.7938 | 0.8910 |
232
+ | No log | 20.1111 | 362 | 0.7524 | -0.0065 | 0.7524 | 0.8674 |
233
+ | No log | 20.2222 | 364 | 0.8196 | -0.0391 | 0.8196 | 0.9053 |
234
+ | No log | 20.3333 | 366 | 1.0834 | -0.0048 | 1.0834 | 1.0408 |
235
+ | No log | 20.4444 | 368 | 1.1498 | -0.0684 | 1.1498 | 1.0723 |
236
+ | No log | 20.5556 | 370 | 0.9671 | -0.0563 | 0.9671 | 0.9834 |
237
+ | No log | 20.6667 | 372 | 0.7877 | -0.0228 | 0.7877 | 0.8875 |
238
+ | No log | 20.7778 | 374 | 0.7762 | 0.0496 | 0.7762 | 0.8810 |
239
+ | No log | 20.8889 | 376 | 0.8113 | 0.0110 | 0.8113 | 0.9007 |
240
+ | No log | 21.0 | 378 | 0.7628 | -0.0427 | 0.7628 | 0.8734 |
241
+ | No log | 21.1111 | 380 | 0.7624 | -0.0675 | 0.7624 | 0.8732 |
242
+ | No log | 21.2222 | 382 | 0.7674 | -0.0152 | 0.7674 | 0.8760 |
243
+ | No log | 21.3333 | 384 | 0.7687 | -0.0152 | 0.7687 | 0.8768 |
244
+ | No log | 21.4444 | 386 | 0.7785 | 0.0814 | 0.7785 | 0.8823 |
245
+ | No log | 21.5556 | 388 | 0.7942 | 0.0282 | 0.7942 | 0.8912 |
246
+ | No log | 21.6667 | 390 | 0.8566 | 0.0123 | 0.8566 | 0.9255 |
247
+ | No log | 21.7778 | 392 | 0.8671 | -0.0355 | 0.8671 | 0.9312 |
248
+ | No log | 21.8889 | 394 | 0.8346 | -0.0295 | 0.8346 | 0.9136 |
249
+ | No log | 22.0 | 396 | 0.8137 | -0.0274 | 0.8137 | 0.9020 |
250
+ | No log | 22.1111 | 398 | 0.7992 | -0.0704 | 0.7992 | 0.8940 |
251
+ | No log | 22.2222 | 400 | 0.8825 | -0.0441 | 0.8825 | 0.9394 |
252
+ | No log | 22.3333 | 402 | 0.8937 | -0.0441 | 0.8937 | 0.9454 |
253
+ | No log | 22.4444 | 404 | 0.8143 | 0.0152 | 0.8143 | 0.9024 |
254
+ | No log | 22.5556 | 406 | 0.7625 | 0.0814 | 0.7625 | 0.8732 |
255
+ | No log | 22.6667 | 408 | 0.7777 | 0.0814 | 0.7777 | 0.8819 |
256
+ | No log | 22.7778 | 410 | 0.8096 | -0.0274 | 0.8096 | 0.8998 |
257
+ | No log | 22.8889 | 412 | 0.8050 | 0.0282 | 0.8050 | 0.8972 |
258
+ | No log | 23.0 | 414 | 0.7991 | -0.0086 | 0.7991 | 0.8940 |
259
+ | No log | 23.1111 | 416 | 0.7910 | -0.0091 | 0.7910 | 0.8894 |
260
+ | No log | 23.2222 | 418 | 0.7981 | -0.0550 | 0.7981 | 0.8934 |
261
+ | No log | 23.3333 | 420 | 0.8414 | -0.0614 | 0.8414 | 0.9173 |
262
+ | No log | 23.4444 | 422 | 0.8388 | -0.0614 | 0.8388 | 0.9159 |
263
+ | No log | 23.5556 | 424 | 0.8677 | -0.0252 | 0.8677 | 0.9315 |
264
+ | No log | 23.6667 | 426 | 0.8774 | 0.0095 | 0.8774 | 0.9367 |
265
+ | No log | 23.7778 | 428 | 0.8410 | -0.0252 | 0.8410 | 0.9171 |
266
+ | No log | 23.8889 | 430 | 0.8447 | -0.0274 | 0.8447 | 0.9191 |
267
+ | No log | 24.0 | 432 | 0.8447 | 0.0123 | 0.8447 | 0.9191 |
268
+ | No log | 24.1111 | 434 | 0.8822 | 0.0755 | 0.8822 | 0.9392 |
269
+ | No log | 24.2222 | 436 | 0.8988 | -0.0486 | 0.8988 | 0.9480 |
270
+ | No log | 24.3333 | 438 | 0.8589 | -0.0408 | 0.8589 | 0.9268 |
271
+ | No log | 24.4444 | 440 | 0.8297 | -0.0295 | 0.8297 | 0.9109 |
272
+ | No log | 24.5556 | 442 | 0.8545 | -0.0408 | 0.8545 | 0.9244 |
273
+ | No log | 24.6667 | 444 | 0.9634 | -0.0539 | 0.9634 | 0.9815 |
274
+ | No log | 24.7778 | 446 | 1.0280 | -0.0912 | 1.0280 | 1.0139 |
275
+ | No log | 24.8889 | 448 | 0.9308 | 0.0277 | 0.9308 | 0.9648 |
276
+ | No log | 25.0 | 450 | 0.8240 | 0.0152 | 0.8240 | 0.9077 |
277
+ | No log | 25.1111 | 452 | 0.7926 | 0.0821 | 0.7926 | 0.8903 |
278
+ | No log | 25.2222 | 454 | 0.7937 | 0.0821 | 0.7937 | 0.8909 |
279
+ | No log | 25.3333 | 456 | 0.8281 | -0.0767 | 0.8281 | 0.9100 |
280
+ | No log | 25.4444 | 458 | 0.9407 | 0.0618 | 0.9407 | 0.9699 |
281
+ | No log | 25.5556 | 460 | 0.9438 | 0.0224 | 0.9438 | 0.9715 |
282
+ | No log | 25.6667 | 462 | 0.9370 | -0.0157 | 0.9370 | 0.9680 |
283
+ | No log | 25.7778 | 464 | 0.8798 | -0.0425 | 0.8798 | 0.9380 |
284
+ | No log | 25.8889 | 466 | 0.8287 | 0.0214 | 0.8287 | 0.9104 |
285
+ | No log | 26.0 | 468 | 0.8101 | 0.0303 | 0.8101 | 0.9001 |
286
+ | No log | 26.1111 | 470 | 0.8111 | 0.0236 | 0.8111 | 0.9006 |
287
+ | No log | 26.2222 | 472 | 0.8120 | -0.0274 | 0.8120 | 0.9011 |
288
+ | No log | 26.3333 | 474 | 0.8419 | -0.0391 | 0.8419 | 0.9175 |
289
+ | No log | 26.4444 | 476 | 0.8684 | 0.0618 | 0.8684 | 0.9319 |
290
+ | No log | 26.5556 | 478 | 0.8813 | 0.0587 | 0.8813 | 0.9388 |
291
+ | No log | 26.6667 | 480 | 0.8222 | 0.0651 | 0.8222 | 0.9068 |
292
+ | No log | 26.7778 | 482 | 0.7547 | -0.0718 | 0.7547 | 0.8687 |
293
+ | No log | 26.8889 | 484 | 0.7508 | -0.0125 | 0.7508 | 0.8665 |
294
+ | No log | 27.0 | 486 | 0.7629 | -0.0125 | 0.7629 | 0.8734 |
295
+ | No log | 27.1111 | 488 | 0.8000 | -0.0152 | 0.8000 | 0.8945 |
296
+ | No log | 27.2222 | 490 | 0.8833 | -0.0778 | 0.8833 | 0.9398 |
297
+ | No log | 27.3333 | 492 | 0.8822 | -0.0391 | 0.8822 | 0.9392 |
298
+ | No log | 27.4444 | 494 | 0.7887 | -0.0179 | 0.7887 | 0.8881 |
299
+ | No log | 27.5556 | 496 | 0.7753 | 0.0513 | 0.7753 | 0.8805 |
300
+ | No log | 27.6667 | 498 | 0.8695 | 0.1126 | 0.8695 | 0.9325 |
301
+ | 0.2357 | 27.7778 | 500 | 0.8369 | 0.0229 | 0.8369 | 0.9148 |
302
+ | 0.2357 | 27.8889 | 502 | 0.7786 | -0.0690 | 0.7786 | 0.8824 |
303
+ | 0.2357 | 28.0 | 504 | 0.8861 | 0.0250 | 0.8861 | 0.9413 |
304
+ | 0.2357 | 28.1111 | 506 | 1.0092 | 0.1042 | 1.0092 | 1.0046 |
305
+ | 0.2357 | 28.2222 | 508 | 0.9024 | 0.0250 | 0.9024 | 0.9500 |
306
+ | 0.2357 | 28.3333 | 510 | 0.7882 | -0.1194 | 0.7882 | 0.8878 |
307
+ | 0.2357 | 28.4444 | 512 | 0.7903 | 0.0973 | 0.7903 | 0.8890 |
308
+ | 0.2357 | 28.5556 | 514 | 0.7915 | 0.0454 | 0.7915 | 0.8897 |
309
+ | 0.2357 | 28.6667 | 516 | 0.8022 | -0.1121 | 0.8022 | 0.8957 |
310
+ | 0.2357 | 28.7778 | 518 | 0.8565 | -0.0322 | 0.8565 | 0.9255 |
311
+ | 0.2357 | 28.8889 | 520 | 0.9470 | -0.0513 | 0.9470 | 0.9731 |
312
+ | 0.2357 | 29.0 | 522 | 1.0479 | -0.1248 | 1.0479 | 1.0237 |
313
+ | 0.2357 | 29.1111 | 524 | 1.1710 | -0.0657 | 1.1710 | 1.0821 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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315
 
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  ### Framework versions