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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.4840
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- - Qwk: 0.5808
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- - Mse: 0.4840
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- - Rmse: 0.6957
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  ## Model description
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@@ -47,264 +47,264 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0571 | 2 | 2.5083 | -0.0297 | 2.5083 | 1.5838 |
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- | No log | 0.1143 | 4 | 1.1375 | 0.1251 | 1.1375 | 1.0665 |
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- | No log | 0.1714 | 6 | 0.6806 | 0.1702 | 0.6806 | 0.8250 |
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- | No log | 0.2286 | 8 | 0.6107 | 0.3197 | 0.6107 | 0.7814 |
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- | No log | 0.2857 | 10 | 0.5701 | 0.3947 | 0.5701 | 0.7551 |
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- | No log | 0.3429 | 12 | 0.7036 | 0.3851 | 0.7036 | 0.8388 |
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- | No log | 0.4 | 14 | 0.8789 | 0.3425 | 0.8789 | 0.9375 |
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- | No log | 0.4571 | 16 | 0.6982 | 0.5146 | 0.6982 | 0.8356 |
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- | No log | 0.5143 | 18 | 0.5109 | 0.4802 | 0.5109 | 0.7148 |
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- | No log | 0.5714 | 20 | 0.5849 | 0.5323 | 0.5849 | 0.7648 |
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- | No log | 0.6286 | 22 | 0.6859 | 0.5024 | 0.6859 | 0.8282 |
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- | No log | 0.6857 | 24 | 0.5465 | 0.6330 | 0.5465 | 0.7392 |
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- | No log | 0.7429 | 26 | 0.6818 | 0.4783 | 0.6818 | 0.8257 |
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- | No log | 0.8 | 28 | 1.2708 | 0.2171 | 1.2708 | 1.1273 |
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- | No log | 0.8571 | 30 | 1.2707 | 0.2171 | 1.2707 | 1.1273 |
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- | No log | 0.9143 | 32 | 0.8421 | 0.5007 | 0.8421 | 0.9176 |
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- | No log | 0.9714 | 34 | 0.4135 | 0.7128 | 0.4135 | 0.6430 |
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- | No log | 1.0286 | 36 | 0.5817 | 0.5190 | 0.5817 | 0.7627 |
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- | No log | 1.0857 | 38 | 0.5813 | 0.4961 | 0.5813 | 0.7625 |
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- | No log | 1.1429 | 40 | 0.5230 | 0.5362 | 0.5230 | 0.7232 |
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- | No log | 1.2 | 42 | 0.4358 | 0.6187 | 0.4358 | 0.6602 |
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- | No log | 1.2571 | 44 | 0.4049 | 0.6946 | 0.4049 | 0.6363 |
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- | No log | 1.3143 | 46 | 0.4076 | 0.6599 | 0.4076 | 0.6384 |
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- | No log | 1.3714 | 48 | 0.3935 | 0.6530 | 0.3935 | 0.6273 |
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- | No log | 1.4286 | 50 | 0.3898 | 0.6530 | 0.3898 | 0.6243 |
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- | No log | 1.4857 | 52 | 0.3810 | 0.6542 | 0.3810 | 0.6173 |
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- | No log | 1.5429 | 54 | 0.3917 | 0.7004 | 0.3917 | 0.6259 |
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- | No log | 1.6 | 56 | 0.5087 | 0.5616 | 0.5087 | 0.7132 |
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- | No log | 1.6571 | 58 | 0.4878 | 0.5679 | 0.4878 | 0.6984 |
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- | No log | 1.7143 | 60 | 0.3989 | 0.7364 | 0.3989 | 0.6315 |
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- | No log | 1.7714 | 62 | 0.4431 | 0.6394 | 0.4431 | 0.6656 |
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- | No log | 1.8286 | 64 | 0.4975 | 0.6032 | 0.4975 | 0.7053 |
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- | No log | 1.8857 | 66 | 0.4032 | 0.6651 | 0.4032 | 0.6350 |
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- | No log | 1.9429 | 68 | 0.4423 | 0.7031 | 0.4423 | 0.6651 |
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- | No log | 2.0 | 70 | 0.5239 | 0.6658 | 0.5239 | 0.7238 |
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- | No log | 2.0571 | 72 | 0.4331 | 0.7031 | 0.4331 | 0.6581 |
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- | No log | 2.1143 | 74 | 0.4368 | 0.6329 | 0.4368 | 0.6609 |
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- | No log | 2.1714 | 76 | 0.4485 | 0.6516 | 0.4485 | 0.6697 |
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- | No log | 2.2286 | 78 | 0.5080 | 0.6303 | 0.5080 | 0.7128 |
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- | No log | 2.2857 | 80 | 0.5891 | 0.6014 | 0.5891 | 0.7675 |
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- | No log | 2.3429 | 82 | 0.5251 | 0.6333 | 0.5251 | 0.7246 |
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- | No log | 2.4 | 84 | 0.5208 | 0.6583 | 0.5208 | 0.7217 |
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- | No log | 2.4571 | 86 | 0.5495 | 0.6007 | 0.5495 | 0.7413 |
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- | No log | 2.5143 | 88 | 0.4856 | 0.6617 | 0.4856 | 0.6969 |
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- | No log | 2.5714 | 90 | 0.5338 | 0.5643 | 0.5338 | 0.7306 |
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- | No log | 2.6286 | 92 | 0.6682 | 0.5700 | 0.6682 | 0.8174 |
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- | No log | 2.6857 | 94 | 0.6767 | 0.5516 | 0.6767 | 0.8226 |
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- | No log | 2.7429 | 96 | 0.6453 | 0.5516 | 0.6453 | 0.8033 |
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- | No log | 2.8 | 98 | 0.5883 | 0.6030 | 0.5883 | 0.7670 |
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- | No log | 2.8571 | 100 | 0.5172 | 0.6156 | 0.5172 | 0.7192 |
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- | No log | 2.9143 | 102 | 0.4748 | 0.6247 | 0.4748 | 0.6891 |
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- | No log | 2.9714 | 104 | 0.4339 | 0.6307 | 0.4339 | 0.6587 |
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- | No log | 3.0286 | 106 | 0.4129 | 0.6455 | 0.4129 | 0.6425 |
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- | No log | 3.0857 | 108 | 0.4112 | 0.5956 | 0.4112 | 0.6413 |
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- | No log | 3.1429 | 110 | 0.4799 | 0.6092 | 0.4799 | 0.6928 |
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- | No log | 3.2 | 112 | 0.5101 | 0.6206 | 0.5101 | 0.7142 |
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- | No log | 3.2571 | 114 | 0.4300 | 0.5692 | 0.4300 | 0.6557 |
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- | No log | 3.3143 | 116 | 0.4071 | 0.6720 | 0.4071 | 0.6380 |
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- | No log | 3.3714 | 118 | 0.4937 | 0.6038 | 0.4937 | 0.7026 |
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- | No log | 3.4286 | 120 | 0.5243 | 0.5639 | 0.5243 | 0.7241 |
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- | No log | 3.4857 | 122 | 0.4459 | 0.6254 | 0.4459 | 0.6677 |
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- | No log | 3.5429 | 124 | 0.5066 | 0.5460 | 0.5066 | 0.7117 |
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- | No log | 3.6 | 126 | 0.5317 | 0.6117 | 0.5317 | 0.7292 |
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- | No log | 3.6571 | 128 | 0.5154 | 0.5706 | 0.5154 | 0.7179 |
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- | No log | 3.7143 | 130 | 0.4775 | 0.5750 | 0.4775 | 0.6910 |
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- | No log | 3.7714 | 132 | 0.5484 | 0.6011 | 0.5484 | 0.7405 |
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- | No log | 3.8286 | 134 | 0.7197 | 0.4521 | 0.7197 | 0.8483 |
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- | No log | 3.8857 | 136 | 0.6891 | 0.4741 | 0.6891 | 0.8301 |
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- | No log | 3.9429 | 138 | 0.5006 | 0.5786 | 0.5006 | 0.7075 |
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- | No log | 4.0 | 140 | 0.4766 | 0.5970 | 0.4766 | 0.6904 |
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- | No log | 4.0571 | 142 | 0.5524 | 0.5792 | 0.5524 | 0.7432 |
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- | No log | 4.1143 | 144 | 0.5303 | 0.6218 | 0.5303 | 0.7282 |
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- | No log | 4.1714 | 146 | 0.4687 | 0.6793 | 0.4687 | 0.6846 |
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- | No log | 4.2286 | 148 | 0.4320 | 0.6263 | 0.4320 | 0.6573 |
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- | No log | 4.2857 | 150 | 0.4727 | 0.5652 | 0.4727 | 0.6875 |
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- | No log | 4.3429 | 152 | 0.4316 | 0.5983 | 0.4316 | 0.6570 |
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- | No log | 4.4 | 154 | 0.3975 | 0.6841 | 0.3975 | 0.6305 |
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- | No log | 4.4571 | 156 | 0.3996 | 0.6841 | 0.3996 | 0.6322 |
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- | No log | 4.5143 | 158 | 0.4051 | 0.7548 | 0.4051 | 0.6365 |
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- | No log | 4.5714 | 160 | 0.4478 | 0.7374 | 0.4478 | 0.6692 |
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- | No log | 4.6286 | 162 | 0.4517 | 0.6935 | 0.4517 | 0.6721 |
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- | No log | 4.6857 | 164 | 0.4393 | 0.7025 | 0.4393 | 0.6628 |
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- | No log | 4.7429 | 166 | 0.4552 | 0.6409 | 0.4552 | 0.6747 |
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- | No log | 4.8 | 168 | 0.4259 | 0.6712 | 0.4259 | 0.6526 |
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- | No log | 4.8571 | 170 | 0.4120 | 0.6667 | 0.4120 | 0.6419 |
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- | No log | 4.9143 | 172 | 0.4162 | 0.6344 | 0.4162 | 0.6452 |
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- | No log | 4.9714 | 174 | 0.4683 | 0.6174 | 0.4683 | 0.6843 |
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- | No log | 5.0286 | 176 | 0.6372 | 0.5481 | 0.6372 | 0.7982 |
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- | No log | 5.0857 | 178 | 0.6515 | 0.5481 | 0.6515 | 0.8071 |
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- | No log | 5.1429 | 180 | 0.4894 | 0.6105 | 0.4894 | 0.6995 |
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- | No log | 5.2 | 182 | 0.4669 | 0.5627 | 0.4669 | 0.6833 |
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- | No log | 5.2571 | 184 | 0.5640 | 0.6273 | 0.5640 | 0.7510 |
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- | No log | 5.3143 | 186 | 0.5994 | 0.6010 | 0.5994 | 0.7742 |
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- | No log | 5.3714 | 188 | 0.5117 | 0.5869 | 0.5117 | 0.7153 |
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- | No log | 5.4286 | 190 | 0.4244 | 0.6140 | 0.4244 | 0.6515 |
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- | No log | 5.4857 | 192 | 0.4911 | 0.6582 | 0.4911 | 0.7008 |
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- | No log | 5.5429 | 194 | 0.5878 | 0.6059 | 0.5878 | 0.7667 |
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- | No log | 5.6 | 196 | 0.5162 | 0.6529 | 0.5162 | 0.7185 |
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- | No log | 5.6571 | 198 | 0.4468 | 0.6735 | 0.4468 | 0.6684 |
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- | No log | 5.7143 | 200 | 0.4699 | 0.6247 | 0.4699 | 0.6855 |
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- | No log | 5.7714 | 202 | 0.4506 | 0.6582 | 0.4506 | 0.6712 |
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- | No log | 5.8286 | 204 | 0.4536 | 0.6568 | 0.4536 | 0.6735 |
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- | No log | 5.8857 | 206 | 0.4731 | 0.6322 | 0.4731 | 0.6878 |
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- | No log | 5.9429 | 208 | 0.4603 | 0.6127 | 0.4603 | 0.6784 |
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- | No log | 6.0 | 210 | 0.4211 | 0.6418 | 0.4211 | 0.6489 |
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- | No log | 6.0571 | 212 | 0.3895 | 0.6200 | 0.3895 | 0.6241 |
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- | No log | 6.1143 | 214 | 0.3860 | 0.6255 | 0.3860 | 0.6213 |
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- | No log | 6.1714 | 216 | 0.3883 | 0.6771 | 0.3883 | 0.6232 |
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- | No log | 6.2286 | 218 | 0.3806 | 0.6479 | 0.3806 | 0.6170 |
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- | No log | 6.2857 | 220 | 0.3903 | 0.6721 | 0.3903 | 0.6247 |
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- | No log | 6.3429 | 222 | 0.4095 | 0.6506 | 0.4095 | 0.6399 |
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- | No log | 6.4 | 224 | 0.3987 | 0.5995 | 0.3987 | 0.6314 |
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- | No log | 6.4571 | 226 | 0.3977 | 0.6214 | 0.3977 | 0.6307 |
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- | No log | 6.5143 | 228 | 0.3957 | 0.6577 | 0.3957 | 0.6290 |
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- | No log | 6.5714 | 230 | 0.3960 | 0.6577 | 0.3960 | 0.6293 |
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- | No log | 6.6286 | 232 | 0.4037 | 0.6477 | 0.4037 | 0.6354 |
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- | No log | 6.6857 | 234 | 0.4073 | 0.6567 | 0.4073 | 0.6382 |
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- | No log | 6.7429 | 236 | 0.4126 | 0.6821 | 0.4126 | 0.6423 |
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- | No log | 6.8 | 238 | 0.4634 | 0.5677 | 0.4634 | 0.6807 |
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- | No log | 6.8571 | 240 | 0.4728 | 0.6189 | 0.4728 | 0.6876 |
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- | No log | 6.9143 | 242 | 0.4050 | 0.6541 | 0.4050 | 0.6364 |
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- | No log | 6.9714 | 244 | 0.4630 | 0.6537 | 0.4630 | 0.6805 |
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- | No log | 7.0286 | 246 | 0.6565 | 0.5017 | 0.6565 | 0.8103 |
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- | No log | 7.0857 | 248 | 0.7420 | 0.5098 | 0.7420 | 0.8614 |
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- | No log | 7.1429 | 250 | 0.7605 | 0.5045 | 0.7605 | 0.8721 |
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- | No log | 7.2 | 252 | 0.5703 | 0.5565 | 0.5703 | 0.7552 |
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- | No log | 7.2571 | 254 | 0.4399 | 0.6395 | 0.4399 | 0.6632 |
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- | No log | 7.3143 | 256 | 0.4774 | 0.5998 | 0.4774 | 0.6910 |
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- | No log | 7.3714 | 258 | 0.5177 | 0.5622 | 0.5177 | 0.7195 |
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- | No log | 7.4286 | 260 | 0.4851 | 0.5698 | 0.4851 | 0.6965 |
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- | No log | 7.4857 | 262 | 0.4381 | 0.6184 | 0.4381 | 0.6619 |
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- | No log | 7.5429 | 264 | 0.4362 | 0.5815 | 0.4362 | 0.6604 |
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- | No log | 7.6 | 266 | 0.4791 | 0.5855 | 0.4791 | 0.6922 |
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- | No log | 7.6571 | 268 | 0.5040 | 0.6294 | 0.5040 | 0.7099 |
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- | No log | 7.7143 | 270 | 0.5059 | 0.5957 | 0.5059 | 0.7113 |
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- | No log | 7.7714 | 272 | 0.4622 | 0.5983 | 0.4622 | 0.6799 |
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- | No log | 7.8286 | 274 | 0.4127 | 0.6770 | 0.4127 | 0.6424 |
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- | No log | 7.8857 | 276 | 0.4531 | 0.6394 | 0.4531 | 0.6732 |
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- | No log | 7.9429 | 278 | 0.4893 | 0.5379 | 0.4893 | 0.6995 |
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- | No log | 8.0 | 280 | 0.4495 | 0.6490 | 0.4495 | 0.6704 |
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- | No log | 8.0571 | 282 | 0.4075 | 0.6543 | 0.4075 | 0.6384 |
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- | No log | 8.1143 | 284 | 0.3960 | 0.6335 | 0.3960 | 0.6293 |
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- | No log | 8.1714 | 286 | 0.3997 | 0.5633 | 0.3997 | 0.6322 |
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- | No log | 8.2286 | 288 | 0.4447 | 0.6096 | 0.4447 | 0.6668 |
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- | No log | 8.2857 | 290 | 0.4862 | 0.6356 | 0.4862 | 0.6973 |
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- | No log | 8.3429 | 292 | 0.4796 | 0.6357 | 0.4796 | 0.6925 |
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- | No log | 8.4 | 294 | 0.4911 | 0.6363 | 0.4911 | 0.7008 |
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- | No log | 8.4571 | 296 | 0.5033 | 0.6182 | 0.5033 | 0.7094 |
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- | No log | 8.5143 | 298 | 0.4653 | 0.6170 | 0.4653 | 0.6821 |
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- | No log | 8.5714 | 300 | 0.4261 | 0.6092 | 0.4261 | 0.6528 |
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- | No log | 8.6286 | 302 | 0.4222 | 0.6244 | 0.4222 | 0.6498 |
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- | No log | 8.6857 | 304 | 0.4278 | 0.6158 | 0.4278 | 0.6541 |
204
- | No log | 8.7429 | 306 | 0.4184 | 0.6247 | 0.4184 | 0.6468 |
205
- | No log | 8.8 | 308 | 0.4204 | 0.5841 | 0.4204 | 0.6484 |
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- | No log | 8.8571 | 310 | 0.4060 | 0.6683 | 0.4060 | 0.6371 |
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- | No log | 8.9143 | 312 | 0.4031 | 0.6745 | 0.4031 | 0.6349 |
208
- | No log | 8.9714 | 314 | 0.3988 | 0.6651 | 0.3988 | 0.6315 |
209
- | No log | 9.0286 | 316 | 0.4113 | 0.6613 | 0.4113 | 0.6413 |
210
- | No log | 9.0857 | 318 | 0.3937 | 0.6377 | 0.3937 | 0.6274 |
211
- | No log | 9.1429 | 320 | 0.3735 | 0.7042 | 0.3735 | 0.6111 |
212
- | No log | 9.2 | 322 | 0.3897 | 0.7051 | 0.3897 | 0.6243 |
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- | No log | 9.2571 | 324 | 0.3905 | 0.7051 | 0.3905 | 0.6249 |
214
- | No log | 9.3143 | 326 | 0.3726 | 0.7133 | 0.3726 | 0.6104 |
215
- | No log | 9.3714 | 328 | 0.3781 | 0.7138 | 0.3781 | 0.6149 |
216
- | No log | 9.4286 | 330 | 0.3952 | 0.6736 | 0.3952 | 0.6287 |
217
- | No log | 9.4857 | 332 | 0.4000 | 0.7033 | 0.4000 | 0.6325 |
218
- | No log | 9.5429 | 334 | 0.4232 | 0.6721 | 0.4232 | 0.6506 |
219
- | No log | 9.6 | 336 | 0.4344 | 0.6705 | 0.4344 | 0.6591 |
220
- | No log | 9.6571 | 338 | 0.4300 | 0.5414 | 0.4300 | 0.6558 |
221
- | No log | 9.7143 | 340 | 0.4417 | 0.5666 | 0.4417 | 0.6646 |
222
- | No log | 9.7714 | 342 | 0.4402 | 0.5649 | 0.4402 | 0.6635 |
223
- | No log | 9.8286 | 344 | 0.4357 | 0.6068 | 0.4357 | 0.6601 |
224
- | No log | 9.8857 | 346 | 0.4349 | 0.6914 | 0.4349 | 0.6595 |
225
- | No log | 9.9429 | 348 | 0.4311 | 0.6721 | 0.4311 | 0.6566 |
226
- | No log | 10.0 | 350 | 0.4281 | 0.6200 | 0.4281 | 0.6543 |
227
- | No log | 10.0571 | 352 | 0.4224 | 0.6001 | 0.4224 | 0.6500 |
228
- | No log | 10.1143 | 354 | 0.4209 | 0.5915 | 0.4209 | 0.6488 |
229
- | No log | 10.1714 | 356 | 0.4271 | 0.5714 | 0.4271 | 0.6535 |
230
- | No log | 10.2286 | 358 | 0.4266 | 0.5714 | 0.4266 | 0.6531 |
231
- | No log | 10.2857 | 360 | 0.4303 | 0.5800 | 0.4303 | 0.6559 |
232
- | No log | 10.3429 | 362 | 0.4538 | 0.6118 | 0.4538 | 0.6737 |
233
- | No log | 10.4 | 364 | 0.5064 | 0.5639 | 0.5064 | 0.7116 |
234
- | No log | 10.4571 | 366 | 0.4752 | 0.6087 | 0.4752 | 0.6893 |
235
- | No log | 10.5143 | 368 | 0.4135 | 0.6307 | 0.4135 | 0.6430 |
236
- | No log | 10.5714 | 370 | 0.4161 | 0.6101 | 0.4161 | 0.6451 |
237
- | No log | 10.6286 | 372 | 0.4448 | 0.6047 | 0.4448 | 0.6670 |
238
- | No log | 10.6857 | 374 | 0.4710 | 0.5983 | 0.4710 | 0.6863 |
239
- | No log | 10.7429 | 376 | 0.4479 | 0.6061 | 0.4479 | 0.6692 |
240
- | No log | 10.8 | 378 | 0.4197 | 0.6305 | 0.4197 | 0.6479 |
241
- | No log | 10.8571 | 380 | 0.4051 | 0.6577 | 0.4051 | 0.6365 |
242
- | No log | 10.9143 | 382 | 0.4120 | 0.6721 | 0.4120 | 0.6419 |
243
- | No log | 10.9714 | 384 | 0.4165 | 0.6721 | 0.4165 | 0.6454 |
244
- | No log | 11.0286 | 386 | 0.4016 | 0.6242 | 0.4016 | 0.6337 |
245
- | No log | 11.0857 | 388 | 0.4137 | 0.6683 | 0.4137 | 0.6432 |
246
- | No log | 11.1429 | 390 | 0.4251 | 0.6870 | 0.4251 | 0.6520 |
247
- | No log | 11.2 | 392 | 0.4403 | 0.6337 | 0.4403 | 0.6635 |
248
- | No log | 11.2571 | 394 | 0.4350 | 0.6419 | 0.4350 | 0.6596 |
249
- | No log | 11.3143 | 396 | 0.4248 | 0.6223 | 0.4248 | 0.6517 |
250
- | No log | 11.3714 | 398 | 0.4168 | 0.5970 | 0.4168 | 0.6456 |
251
- | No log | 11.4286 | 400 | 0.4099 | 0.6344 | 0.4099 | 0.6402 |
252
- | No log | 11.4857 | 402 | 0.4360 | 0.6082 | 0.4360 | 0.6603 |
253
- | No log | 11.5429 | 404 | 0.4648 | 0.6214 | 0.4648 | 0.6818 |
254
- | No log | 11.6 | 406 | 0.4628 | 0.6579 | 0.4628 | 0.6803 |
255
- | No log | 11.6571 | 408 | 0.4442 | 0.6169 | 0.4442 | 0.6665 |
256
- | No log | 11.7143 | 410 | 0.4414 | 0.6169 | 0.4414 | 0.6644 |
257
- | No log | 11.7714 | 412 | 0.4395 | 0.5927 | 0.4395 | 0.6630 |
258
- | No log | 11.8286 | 414 | 0.4318 | 0.5675 | 0.4318 | 0.6571 |
259
- | No log | 11.8857 | 416 | 0.4416 | 0.5516 | 0.4416 | 0.6645 |
260
- | No log | 11.9429 | 418 | 0.4217 | 0.5995 | 0.4217 | 0.6494 |
261
- | No log | 12.0 | 420 | 0.4027 | 0.6443 | 0.4027 | 0.6346 |
262
- | No log | 12.0571 | 422 | 0.4179 | 0.6357 | 0.4179 | 0.6465 |
263
- | No log | 12.1143 | 424 | 0.4256 | 0.6370 | 0.4256 | 0.6524 |
264
- | No log | 12.1714 | 426 | 0.4258 | 0.5945 | 0.4258 | 0.6525 |
265
- | No log | 12.2286 | 428 | 0.4407 | 0.5432 | 0.4407 | 0.6638 |
266
- | No log | 12.2857 | 430 | 0.4963 | 0.5599 | 0.4963 | 0.7045 |
267
- | No log | 12.3429 | 432 | 0.5392 | 0.5808 | 0.5392 | 0.7343 |
268
- | No log | 12.4 | 434 | 0.5255 | 0.5836 | 0.5255 | 0.7249 |
269
- | No log | 12.4571 | 436 | 0.4932 | 0.6024 | 0.4932 | 0.7023 |
270
- | No log | 12.5143 | 438 | 0.4513 | 0.6020 | 0.4513 | 0.6718 |
271
- | No log | 12.5714 | 440 | 0.4089 | 0.6255 | 0.4089 | 0.6394 |
272
- | No log | 12.6286 | 442 | 0.3959 | 0.6833 | 0.3959 | 0.6292 |
273
- | No log | 12.6857 | 444 | 0.3866 | 0.6628 | 0.3866 | 0.6218 |
274
- | No log | 12.7429 | 446 | 0.4012 | 0.5798 | 0.4012 | 0.6334 |
275
- | No log | 12.8 | 448 | 0.4630 | 0.5135 | 0.4630 | 0.6805 |
276
- | No log | 12.8571 | 450 | 0.4809 | 0.5603 | 0.4809 | 0.6935 |
277
- | No log | 12.9143 | 452 | 0.4579 | 0.5373 | 0.4579 | 0.6766 |
278
- | No log | 12.9714 | 454 | 0.4510 | 0.5578 | 0.4510 | 0.6715 |
279
- | No log | 13.0286 | 456 | 0.4609 | 0.6318 | 0.4609 | 0.6789 |
280
- | No log | 13.0857 | 458 | 0.4654 | 0.6318 | 0.4654 | 0.6822 |
281
- | No log | 13.1429 | 460 | 0.4629 | 0.5728 | 0.4629 | 0.6804 |
282
- | No log | 13.2 | 462 | 0.4661 | 0.5528 | 0.4661 | 0.6827 |
283
- | No log | 13.2571 | 464 | 0.4756 | 0.5528 | 0.4756 | 0.6896 |
284
- | No log | 13.3143 | 466 | 0.4597 | 0.5373 | 0.4597 | 0.6780 |
285
- | No log | 13.3714 | 468 | 0.4276 | 0.5356 | 0.4276 | 0.6539 |
286
- | No log | 13.4286 | 470 | 0.4092 | 0.6477 | 0.4092 | 0.6397 |
287
- | No log | 13.4857 | 472 | 0.4125 | 0.7166 | 0.4125 | 0.6422 |
288
- | No log | 13.5429 | 474 | 0.4231 | 0.7004 | 0.4231 | 0.6504 |
289
- | No log | 13.6 | 476 | 0.4384 | 0.6280 | 0.4384 | 0.6621 |
290
- | No log | 13.6571 | 478 | 0.4286 | 0.6590 | 0.4286 | 0.6546 |
291
- | No log | 13.7143 | 480 | 0.4302 | 0.6590 | 0.4302 | 0.6559 |
292
- | No log | 13.7714 | 482 | 0.4443 | 0.6449 | 0.4443 | 0.6666 |
293
- | No log | 13.8286 | 484 | 0.4472 | 0.6182 | 0.4472 | 0.6687 |
294
- | No log | 13.8857 | 486 | 0.4361 | 0.7004 | 0.4361 | 0.6604 |
295
- | No log | 13.9429 | 488 | 0.4354 | 0.7175 | 0.4354 | 0.6598 |
296
- | No log | 14.0 | 490 | 0.4271 | 0.6863 | 0.4271 | 0.6535 |
297
- | No log | 14.0571 | 492 | 0.4355 | 0.5702 | 0.4355 | 0.6599 |
298
- | No log | 14.1143 | 494 | 0.4576 | 0.5794 | 0.4576 | 0.6765 |
299
- | No log | 14.1714 | 496 | 0.4574 | 0.5869 | 0.4574 | 0.6763 |
300
- | No log | 14.2286 | 498 | 0.4347 | 0.5642 | 0.4347 | 0.6593 |
301
- | 0.2786 | 14.2857 | 500 | 0.4145 | 0.6678 | 0.4145 | 0.6438 |
302
- | 0.2786 | 14.3429 | 502 | 0.4149 | 0.7013 | 0.4149 | 0.6441 |
303
- | 0.2786 | 14.4 | 504 | 0.4273 | 0.6420 | 0.4273 | 0.6537 |
304
- | 0.2786 | 14.4571 | 506 | 0.4403 | 0.6420 | 0.4403 | 0.6635 |
305
- | 0.2786 | 14.5143 | 508 | 0.4575 | 0.6536 | 0.4575 | 0.6764 |
306
- | 0.2786 | 14.5714 | 510 | 0.4718 | 0.6181 | 0.4718 | 0.6868 |
307
- | 0.2786 | 14.6286 | 512 | 0.4840 | 0.5808 | 0.4840 | 0.6957 |
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7562
19
+ - Qwk: 0.3699
20
+ - Mse: 0.7562
21
+ - Rmse: 0.8696
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.05 | 2 | 2.5557 | -0.0109 | 2.5557 | 1.5987 |
53
+ | No log | 0.1 | 4 | 1.3520 | 0.1234 | 1.3520 | 1.1628 |
54
+ | No log | 0.15 | 6 | 0.7202 | 0.1372 | 0.7202 | 0.8487 |
55
+ | No log | 0.2 | 8 | 0.9780 | 0.1918 | 0.9780 | 0.9889 |
56
+ | No log | 0.25 | 10 | 1.1714 | 0.0324 | 1.1714 | 1.0823 |
57
+ | No log | 0.3 | 12 | 1.2621 | 0.1016 | 1.2621 | 1.1234 |
58
+ | No log | 0.35 | 14 | 1.0702 | 0.1944 | 1.0702 | 1.0345 |
59
+ | No log | 0.4 | 16 | 0.8701 | 0.2027 | 0.8701 | 0.9328 |
60
+ | No log | 0.45 | 18 | 0.8076 | 0.0 | 0.8076 | 0.8987 |
61
+ | No log | 0.5 | 20 | 0.7615 | 0.0 | 0.7615 | 0.8726 |
62
+ | No log | 0.55 | 22 | 0.7492 | 0.0 | 0.7492 | 0.8656 |
63
+ | No log | 0.6 | 24 | 0.7533 | 0.2476 | 0.7533 | 0.8679 |
64
+ | No log | 0.65 | 26 | 0.6945 | 0.3006 | 0.6945 | 0.8334 |
65
+ | No log | 0.7 | 28 | 0.6619 | 0.3238 | 0.6619 | 0.8136 |
66
+ | No log | 0.75 | 30 | 0.7215 | 0.3169 | 0.7215 | 0.8494 |
67
+ | No log | 0.8 | 32 | 0.9027 | 0.2562 | 0.9027 | 0.9501 |
68
+ | No log | 0.85 | 34 | 1.1208 | 0.0264 | 1.1208 | 1.0587 |
69
+ | No log | 0.9 | 36 | 1.1017 | -0.1391 | 1.1017 | 1.0496 |
70
+ | No log | 0.95 | 38 | 0.9895 | -0.0970 | 0.9895 | 0.9948 |
71
+ | No log | 1.0 | 40 | 1.0519 | -0.0066 | 1.0519 | 1.0256 |
72
+ | No log | 1.05 | 42 | 1.1037 | 0.0076 | 1.1037 | 1.0506 |
73
+ | No log | 1.1 | 44 | 1.1540 | 0.0838 | 1.1540 | 1.0742 |
74
+ | No log | 1.15 | 46 | 1.0759 | 0.0095 | 1.0759 | 1.0372 |
75
+ | No log | 1.2 | 48 | 1.0552 | 0.0741 | 1.0552 | 1.0272 |
76
+ | No log | 1.25 | 50 | 1.0835 | 0.1463 | 1.0835 | 1.0409 |
77
+ | No log | 1.3 | 52 | 1.0228 | 0.2227 | 1.0228 | 1.0113 |
78
+ | No log | 1.35 | 54 | 0.9181 | 0.3287 | 0.9181 | 0.9582 |
79
+ | No log | 1.4 | 56 | 0.8919 | 0.2923 | 0.8919 | 0.9444 |
80
+ | No log | 1.45 | 58 | 0.8157 | 0.1539 | 0.8157 | 0.9032 |
81
+ | No log | 1.5 | 60 | 0.8552 | 0.0944 | 0.8552 | 0.9248 |
82
+ | No log | 1.55 | 62 | 0.8085 | 0.0393 | 0.8085 | 0.8992 |
83
+ | No log | 1.6 | 64 | 0.7772 | 0.1459 | 0.7772 | 0.8816 |
84
+ | No log | 1.65 | 66 | 0.7415 | 0.3384 | 0.7415 | 0.8611 |
85
+ | No log | 1.7 | 68 | 0.6613 | 0.4606 | 0.6613 | 0.8132 |
86
+ | No log | 1.75 | 70 | 0.6649 | 0.4476 | 0.6649 | 0.8154 |
87
+ | No log | 1.8 | 72 | 0.7581 | 0.4648 | 0.7581 | 0.8707 |
88
+ | No log | 1.85 | 74 | 0.8269 | 0.3473 | 0.8269 | 0.9094 |
89
+ | No log | 1.9 | 76 | 0.7962 | 0.2116 | 0.7962 | 0.8923 |
90
+ | No log | 1.95 | 78 | 0.7817 | 0.1699 | 0.7817 | 0.8841 |
91
+ | No log | 2.0 | 80 | 0.7694 | 0.1268 | 0.7694 | 0.8772 |
92
+ | No log | 2.05 | 82 | 0.7946 | 0.1373 | 0.7946 | 0.8914 |
93
+ | No log | 2.1 | 84 | 0.8436 | 0.3194 | 0.8436 | 0.9185 |
94
+ | No log | 2.15 | 86 | 0.8501 | 0.3194 | 0.8501 | 0.9220 |
95
+ | No log | 2.2 | 88 | 0.8804 | 0.2643 | 0.8804 | 0.9383 |
96
+ | No log | 2.25 | 90 | 0.9316 | 0.2029 | 0.9316 | 0.9652 |
97
+ | No log | 2.3 | 92 | 0.9983 | 0.1682 | 0.9983 | 0.9991 |
98
+ | No log | 2.35 | 94 | 1.0745 | 0.2910 | 1.0745 | 1.0366 |
99
+ | No log | 2.4 | 96 | 1.1425 | 0.2730 | 1.1425 | 1.0689 |
100
+ | No log | 2.45 | 98 | 1.2190 | 0.2840 | 1.2190 | 1.1041 |
101
+ | No log | 2.5 | 100 | 1.3449 | 0.1916 | 1.3449 | 1.1597 |
102
+ | No log | 2.55 | 102 | 1.3656 | 0.2215 | 1.3656 | 1.1686 |
103
+ | No log | 2.6 | 104 | 1.2229 | 0.2987 | 1.2229 | 1.1058 |
104
+ | No log | 2.65 | 106 | 1.0185 | 0.2389 | 1.0185 | 1.0092 |
105
+ | No log | 2.7 | 108 | 0.9542 | 0.3019 | 0.9542 | 0.9769 |
106
+ | No log | 2.75 | 110 | 0.9379 | 0.3538 | 0.9379 | 0.9684 |
107
+ | No log | 2.8 | 112 | 0.8742 | 0.3409 | 0.8742 | 0.9350 |
108
+ | No log | 2.85 | 114 | 0.8114 | 0.3846 | 0.8114 | 0.9008 |
109
+ | No log | 2.9 | 116 | 0.7682 | 0.3746 | 0.7682 | 0.8765 |
110
+ | No log | 2.95 | 118 | 0.7837 | 0.3425 | 0.7837 | 0.8853 |
111
+ | No log | 3.0 | 120 | 0.8186 | 0.3433 | 0.8186 | 0.9047 |
112
+ | No log | 3.05 | 122 | 0.9245 | 0.3217 | 0.9245 | 0.9615 |
113
+ | No log | 3.1 | 124 | 0.9815 | 0.3727 | 0.9815 | 0.9907 |
114
+ | No log | 3.15 | 126 | 1.0473 | 0.3662 | 1.0473 | 1.0234 |
115
+ | No log | 3.2 | 128 | 1.0844 | 0.3608 | 1.0844 | 1.0413 |
116
+ | No log | 3.25 | 130 | 1.1404 | 0.3505 | 1.1404 | 1.0679 |
117
+ | No log | 3.3 | 132 | 1.1143 | 0.3203 | 1.1143 | 1.0556 |
118
+ | No log | 3.35 | 134 | 0.9726 | 0.2892 | 0.9726 | 0.9862 |
119
+ | No log | 3.4 | 136 | 0.8632 | 0.2227 | 0.8632 | 0.9291 |
120
+ | No log | 3.45 | 138 | 0.8596 | 0.2171 | 0.8596 | 0.9272 |
121
+ | No log | 3.5 | 140 | 0.9318 | 0.2892 | 0.9318 | 0.9653 |
122
+ | No log | 3.55 | 142 | 1.0148 | 0.2872 | 1.0148 | 1.0074 |
123
+ | No log | 3.6 | 144 | 1.0959 | 0.3555 | 1.0959 | 1.0469 |
124
+ | No log | 3.65 | 146 | 1.0236 | 0.2568 | 1.0236 | 1.0117 |
125
+ | No log | 3.7 | 148 | 0.9054 | 0.2836 | 0.9054 | 0.9515 |
126
+ | No log | 3.75 | 150 | 0.8654 | 0.2866 | 0.8654 | 0.9303 |
127
+ | No log | 3.8 | 152 | 0.8568 | 0.2899 | 0.8568 | 0.9257 |
128
+ | No log | 3.85 | 154 | 0.8733 | 0.3433 | 0.8733 | 0.9345 |
129
+ | No log | 3.9 | 156 | 0.9238 | 0.3137 | 0.9238 | 0.9611 |
130
+ | No log | 3.95 | 158 | 0.9777 | 0.3538 | 0.9777 | 0.9888 |
131
+ | No log | 4.0 | 160 | 0.8803 | 0.4032 | 0.8803 | 0.9383 |
132
+ | No log | 4.05 | 162 | 0.7471 | 0.3913 | 0.7471 | 0.8644 |
133
+ | No log | 4.1 | 164 | 0.7130 | 0.2871 | 0.7130 | 0.8444 |
134
+ | No log | 4.15 | 166 | 0.7913 | 0.2883 | 0.7913 | 0.8895 |
135
+ | No log | 4.2 | 168 | 0.8273 | 0.2589 | 0.8273 | 0.9095 |
136
+ | No log | 4.25 | 170 | 0.8799 | 0.2387 | 0.8799 | 0.9380 |
137
+ | No log | 4.3 | 172 | 1.0586 | 0.2707 | 1.0586 | 1.0289 |
138
+ | No log | 4.35 | 174 | 1.3079 | 0.2156 | 1.3078 | 1.1436 |
139
+ | No log | 4.4 | 176 | 1.3141 | 0.2008 | 1.3141 | 1.1463 |
140
+ | No log | 4.45 | 178 | 1.1349 | 0.2392 | 1.1349 | 1.0653 |
141
+ | No log | 4.5 | 180 | 1.0644 | 0.3161 | 1.0644 | 1.0317 |
142
+ | No log | 4.55 | 182 | 0.9420 | 0.3559 | 0.9420 | 0.9706 |
143
+ | No log | 4.6 | 184 | 0.8876 | 0.3618 | 0.8876 | 0.9421 |
144
+ | No log | 4.65 | 186 | 0.8079 | 0.3195 | 0.8079 | 0.8988 |
145
+ | No log | 4.7 | 188 | 0.7908 | 0.3195 | 0.7908 | 0.8893 |
146
+ | No log | 4.75 | 190 | 0.8670 | 0.4032 | 0.8670 | 0.9311 |
147
+ | No log | 4.8 | 192 | 1.1604 | 0.3412 | 1.1604 | 1.0772 |
148
+ | No log | 4.85 | 194 | 1.3661 | 0.3510 | 1.3661 | 1.1688 |
149
+ | No log | 4.9 | 196 | 1.3620 | 0.3509 | 1.3620 | 1.1670 |
150
+ | No log | 4.95 | 198 | 1.0754 | 0.3003 | 1.0754 | 1.0370 |
151
+ | No log | 5.0 | 200 | 0.8743 | 0.3645 | 0.8743 | 0.9350 |
152
+ | No log | 5.05 | 202 | 0.8825 | 0.3159 | 0.8825 | 0.9394 |
153
+ | No log | 5.1 | 204 | 1.0261 | 0.3849 | 1.0261 | 1.0130 |
154
+ | No log | 5.15 | 206 | 1.0794 | 0.4116 | 1.0794 | 1.0389 |
155
+ | No log | 5.2 | 208 | 0.9734 | 0.3849 | 0.9734 | 0.9866 |
156
+ | No log | 5.25 | 210 | 0.8809 | 0.4332 | 0.8809 | 0.9386 |
157
+ | No log | 5.3 | 212 | 0.7995 | 0.3543 | 0.7995 | 0.8941 |
158
+ | No log | 5.35 | 214 | 0.7300 | 0.3824 | 0.7300 | 0.8544 |
159
+ | No log | 5.4 | 216 | 0.6713 | 0.2839 | 0.6713 | 0.8193 |
160
+ | No log | 5.45 | 218 | 0.6708 | 0.3500 | 0.6708 | 0.8190 |
161
+ | No log | 5.5 | 220 | 0.7279 | 0.3645 | 0.7279 | 0.8532 |
162
+ | No log | 5.55 | 222 | 0.7737 | 0.3847 | 0.7737 | 0.8796 |
163
+ | No log | 5.6 | 224 | 0.8127 | 0.3892 | 0.8127 | 0.9015 |
164
+ | No log | 5.65 | 226 | 0.9289 | 0.3597 | 0.9289 | 0.9638 |
165
+ | No log | 5.7 | 228 | 1.0246 | 0.3503 | 1.0246 | 1.0122 |
166
+ | No log | 5.75 | 230 | 1.0520 | 0.3503 | 1.0520 | 1.0257 |
167
+ | No log | 5.8 | 232 | 1.0846 | 0.3455 | 1.0846 | 1.0414 |
168
+ | No log | 5.85 | 234 | 1.0424 | 0.3154 | 1.0424 | 1.0210 |
169
+ | No log | 5.9 | 236 | 0.9727 | 0.3052 | 0.9727 | 0.9863 |
170
+ | No log | 5.95 | 238 | 1.0000 | 0.3697 | 1.0000 | 1.0000 |
171
+ | No log | 6.0 | 240 | 1.0950 | 0.3358 | 1.0950 | 1.0464 |
172
+ | No log | 6.05 | 242 | 1.0870 | 0.3129 | 1.0870 | 1.0426 |
173
+ | No log | 6.1 | 244 | 0.9516 | 0.3650 | 0.9516 | 0.9755 |
174
+ | No log | 6.15 | 246 | 0.8101 | 0.2692 | 0.8101 | 0.9001 |
175
+ | No log | 6.2 | 248 | 0.7525 | 0.3494 | 0.7525 | 0.8675 |
176
+ | No log | 6.25 | 250 | 0.7399 | 0.2819 | 0.7399 | 0.8602 |
177
+ | No log | 6.3 | 252 | 0.7912 | 0.3475 | 0.7912 | 0.8895 |
178
+ | No log | 6.35 | 254 | 0.9267 | 0.3613 | 0.9267 | 0.9627 |
179
+ | No log | 6.4 | 256 | 0.9245 | 0.3613 | 0.9245 | 0.9615 |
180
+ | No log | 6.45 | 258 | 0.7983 | 0.3499 | 0.7983 | 0.8935 |
181
+ | No log | 6.5 | 260 | 0.7217 | 0.4020 | 0.7217 | 0.8495 |
182
+ | No log | 6.55 | 262 | 0.7027 | 0.4020 | 0.7027 | 0.8383 |
183
+ | No log | 6.6 | 264 | 0.7420 | 0.3384 | 0.7420 | 0.8614 |
184
+ | No log | 6.65 | 266 | 0.8657 | 0.3657 | 0.8657 | 0.9304 |
185
+ | No log | 6.7 | 268 | 1.0013 | 0.3317 | 1.0013 | 1.0006 |
186
+ | No log | 6.75 | 270 | 1.0088 | 0.3662 | 1.0088 | 1.0044 |
187
+ | No log | 6.8 | 272 | 0.8769 | 0.3618 | 0.8769 | 0.9364 |
188
+ | No log | 6.85 | 274 | 0.7035 | 0.4251 | 0.7035 | 0.8388 |
189
+ | No log | 6.9 | 276 | 0.6359 | 0.3341 | 0.6359 | 0.7974 |
190
+ | No log | 6.95 | 278 | 0.6218 | 0.3893 | 0.6218 | 0.7885 |
191
+ | No log | 7.0 | 280 | 0.6421 | 0.3267 | 0.6421 | 0.8013 |
192
+ | No log | 7.05 | 282 | 0.7697 | 0.4123 | 0.7697 | 0.8773 |
193
+ | No log | 7.1 | 284 | 0.9153 | 0.3466 | 0.9153 | 0.9567 |
194
+ | No log | 7.15 | 286 | 0.9488 | 0.3669 | 0.9488 | 0.9740 |
195
+ | No log | 7.2 | 288 | 0.8454 | 0.3913 | 0.8454 | 0.9194 |
196
+ | No log | 7.25 | 290 | 0.7418 | 0.3662 | 0.7418 | 0.8613 |
197
+ | No log | 7.3 | 292 | 0.6934 | 0.3518 | 0.6934 | 0.8327 |
198
+ | No log | 7.35 | 294 | 0.6690 | 0.3099 | 0.6690 | 0.8179 |
199
+ | No log | 7.4 | 296 | 0.6682 | 0.4329 | 0.6682 | 0.8175 |
200
+ | No log | 7.45 | 298 | 0.7267 | 0.4404 | 0.7267 | 0.8524 |
201
+ | No log | 7.5 | 300 | 0.7144 | 0.4018 | 0.7144 | 0.8452 |
202
+ | No log | 7.55 | 302 | 0.6181 | 0.4808 | 0.6181 | 0.7862 |
203
+ | No log | 7.6 | 304 | 0.6078 | 0.4582 | 0.6078 | 0.7796 |
204
+ | No log | 7.65 | 306 | 0.6819 | 0.3963 | 0.6819 | 0.8258 |
205
+ | No log | 7.7 | 308 | 0.6959 | 0.3329 | 0.6959 | 0.8342 |
206
+ | No log | 7.75 | 310 | 0.7204 | 0.3737 | 0.7204 | 0.8487 |
207
+ | No log | 7.8 | 312 | 0.7510 | 0.3196 | 0.7510 | 0.8666 |
208
+ | No log | 7.85 | 314 | 0.7986 | 0.3060 | 0.7986 | 0.8937 |
209
+ | No log | 7.9 | 316 | 0.8935 | 0.2492 | 0.8935 | 0.9452 |
210
+ | No log | 7.95 | 318 | 1.0482 | 0.2659 | 1.0482 | 1.0238 |
211
+ | No log | 8.0 | 320 | 1.1497 | 0.2398 | 1.1497 | 1.0722 |
212
+ | No log | 8.05 | 322 | 1.0853 | 0.2461 | 1.0853 | 1.0418 |
213
+ | No log | 8.1 | 324 | 0.8982 | 0.2812 | 0.8982 | 0.9477 |
214
+ | No log | 8.15 | 326 | 0.7810 | 0.2883 | 0.7810 | 0.8837 |
215
+ | No log | 8.2 | 328 | 0.7452 | 0.2718 | 0.7452 | 0.8633 |
216
+ | No log | 8.25 | 330 | 0.7539 | 0.2883 | 0.7539 | 0.8683 |
217
+ | No log | 8.3 | 332 | 0.8486 | 0.3008 | 0.8486 | 0.9212 |
218
+ | No log | 8.35 | 334 | 0.9382 | 0.3076 | 0.9382 | 0.9686 |
219
+ | No log | 8.4 | 336 | 0.8991 | 0.3799 | 0.8991 | 0.9482 |
220
+ | No log | 8.45 | 338 | 0.8649 | 0.3799 | 0.8649 | 0.9300 |
221
+ | No log | 8.5 | 340 | 0.7619 | 0.3843 | 0.7619 | 0.8729 |
222
+ | No log | 8.55 | 342 | 0.6785 | 0.3763 | 0.6785 | 0.8237 |
223
+ | No log | 8.6 | 344 | 0.6574 | 0.3763 | 0.6574 | 0.8108 |
224
+ | No log | 8.65 | 346 | 0.6757 | 0.3737 | 0.6757 | 0.8220 |
225
+ | No log | 8.7 | 348 | 0.7747 | 0.4102 | 0.7747 | 0.8802 |
226
+ | No log | 8.75 | 350 | 0.8890 | 0.4348 | 0.8890 | 0.9429 |
227
+ | No log | 8.8 | 352 | 0.9016 | 0.4270 | 0.9016 | 0.9495 |
228
+ | No log | 8.85 | 354 | 0.7952 | 0.4142 | 0.7952 | 0.8917 |
229
+ | No log | 8.9 | 356 | 0.6618 | 0.3794 | 0.6618 | 0.8135 |
230
+ | No log | 8.95 | 358 | 0.6246 | 0.3594 | 0.6246 | 0.7903 |
231
+ | No log | 9.0 | 360 | 0.6402 | 0.3794 | 0.6402 | 0.8001 |
232
+ | No log | 9.05 | 362 | 0.7336 | 0.4721 | 0.7336 | 0.8565 |
233
+ | No log | 9.1 | 364 | 0.8488 | 0.4142 | 0.8488 | 0.9213 |
234
+ | No log | 9.15 | 366 | 0.9212 | 0.4246 | 0.9212 | 0.9598 |
235
+ | No log | 9.2 | 368 | 0.9234 | 0.4108 | 0.9234 | 0.9609 |
236
+ | No log | 9.25 | 370 | 0.8164 | 0.4142 | 0.8164 | 0.9035 |
237
+ | No log | 9.3 | 372 | 0.6873 | 0.3918 | 0.6873 | 0.8290 |
238
+ | No log | 9.35 | 374 | 0.6386 | 0.3312 | 0.6386 | 0.7991 |
239
+ | No log | 9.4 | 376 | 0.6244 | 0.3312 | 0.6244 | 0.7902 |
240
+ | No log | 9.45 | 378 | 0.6249 | 0.3312 | 0.6249 | 0.7905 |
241
+ | No log | 9.5 | 380 | 0.6853 | 0.4089 | 0.6853 | 0.8278 |
242
+ | No log | 9.55 | 382 | 0.8300 | 0.4030 | 0.8300 | 0.9111 |
243
+ | No log | 9.6 | 384 | 0.9393 | 0.4315 | 0.9393 | 0.9692 |
244
+ | No log | 9.65 | 386 | 0.9600 | 0.4149 | 0.9600 | 0.9798 |
245
+ | No log | 9.7 | 388 | 0.8846 | 0.3601 | 0.8846 | 0.9405 |
246
+ | No log | 9.75 | 390 | 0.7857 | 0.4404 | 0.7857 | 0.8864 |
247
+ | No log | 9.8 | 392 | 0.7322 | 0.4251 | 0.7322 | 0.8557 |
248
+ | No log | 9.85 | 394 | 0.6941 | 0.3261 | 0.6941 | 0.8331 |
249
+ | No log | 9.9 | 396 | 0.6943 | 0.3261 | 0.6943 | 0.8332 |
250
+ | No log | 9.95 | 398 | 0.7025 | 0.4014 | 0.7025 | 0.8382 |
251
+ | No log | 10.0 | 400 | 0.7361 | 0.4251 | 0.7361 | 0.8580 |
252
+ | No log | 10.05 | 402 | 0.8080 | 0.4030 | 0.8080 | 0.8989 |
253
+ | No log | 10.1 | 404 | 0.8777 | 0.3827 | 0.8777 | 0.9368 |
254
+ | No log | 10.15 | 406 | 0.8670 | 0.3310 | 0.8670 | 0.9311 |
255
+ | No log | 10.2 | 408 | 0.8058 | 0.3008 | 0.8058 | 0.8977 |
256
+ | No log | 10.25 | 410 | 0.7995 | 0.3008 | 0.7995 | 0.8941 |
257
+ | No log | 10.3 | 412 | 0.7901 | 0.3008 | 0.7901 | 0.8889 |
258
+ | No log | 10.35 | 414 | 0.8015 | 0.2643 | 0.8015 | 0.8953 |
259
+ | No log | 10.4 | 416 | 0.8377 | 0.2892 | 0.8377 | 0.9153 |
260
+ | No log | 10.45 | 418 | 0.8139 | 0.2697 | 0.8139 | 0.9021 |
261
+ | No log | 10.5 | 420 | 0.7883 | 0.1946 | 0.7883 | 0.8879 |
262
+ | No log | 10.55 | 422 | 0.8055 | 0.1946 | 0.8055 | 0.8975 |
263
+ | No log | 10.6 | 424 | 0.8577 | 0.3319 | 0.8577 | 0.9261 |
264
+ | No log | 10.65 | 426 | 0.8514 | 0.3731 | 0.8514 | 0.9227 |
265
+ | No log | 10.7 | 428 | 0.8420 | 0.4102 | 0.8420 | 0.9176 |
266
+ | No log | 10.75 | 430 | 0.7844 | 0.4175 | 0.7844 | 0.8857 |
267
+ | No log | 10.8 | 432 | 0.7945 | 0.4175 | 0.7945 | 0.8914 |
268
+ | No log | 10.85 | 434 | 0.7965 | 0.4275 | 0.7965 | 0.8925 |
269
+ | No log | 10.9 | 436 | 0.7741 | 0.3008 | 0.7741 | 0.8798 |
270
+ | No log | 10.95 | 438 | 0.7716 | 0.3450 | 0.7716 | 0.8784 |
271
+ | No log | 11.0 | 440 | 0.7532 | 0.3590 | 0.7532 | 0.8679 |
272
+ | No log | 11.05 | 442 | 0.7613 | 0.3450 | 0.7613 | 0.8725 |
273
+ | No log | 11.1 | 444 | 0.7814 | 0.3562 | 0.7814 | 0.8840 |
274
+ | No log | 11.15 | 446 | 0.8252 | 0.3076 | 0.8252 | 0.9084 |
275
+ | No log | 11.2 | 448 | 0.7928 | 0.3433 | 0.7928 | 0.8904 |
276
+ | No log | 11.25 | 450 | 0.7632 | 0.4562 | 0.7632 | 0.8736 |
277
+ | No log | 11.3 | 452 | 0.7467 | 0.4562 | 0.7467 | 0.8641 |
278
+ | No log | 11.35 | 454 | 0.7273 | 0.4562 | 0.7273 | 0.8528 |
279
+ | No log | 11.4 | 456 | 0.7359 | 0.4175 | 0.7359 | 0.8579 |
280
+ | No log | 11.45 | 458 | 0.7671 | 0.4030 | 0.7671 | 0.8759 |
281
+ | No log | 11.5 | 460 | 0.7560 | 0.4030 | 0.7560 | 0.8695 |
282
+ | No log | 11.55 | 462 | 0.7125 | 0.3799 | 0.7125 | 0.8441 |
283
+ | No log | 11.6 | 464 | 0.7272 | 0.3799 | 0.7272 | 0.8527 |
284
+ | No log | 11.65 | 466 | 0.7677 | 0.4030 | 0.7677 | 0.8762 |
285
+ | No log | 11.7 | 468 | 0.7934 | 0.3665 | 0.7934 | 0.8908 |
286
+ | No log | 11.75 | 470 | 0.7636 | 0.3497 | 0.7636 | 0.8738 |
287
+ | No log | 11.8 | 472 | 0.7188 | 0.3261 | 0.7188 | 0.8478 |
288
+ | No log | 11.85 | 474 | 0.6902 | 0.3737 | 0.6902 | 0.8308 |
289
+ | No log | 11.9 | 476 | 0.7141 | 0.3261 | 0.7141 | 0.8450 |
290
+ | No log | 11.95 | 478 | 0.8117 | 0.3719 | 0.8117 | 0.9010 |
291
+ | No log | 12.0 | 480 | 0.8741 | 0.3559 | 0.8741 | 0.9349 |
292
+ | No log | 12.05 | 482 | 0.8300 | 0.3346 | 0.8300 | 0.9110 |
293
+ | No log | 12.1 | 484 | 0.7262 | 0.3450 | 0.7262 | 0.8522 |
294
+ | No log | 12.15 | 486 | 0.6782 | 0.3737 | 0.6782 | 0.8235 |
295
+ | No log | 12.2 | 488 | 0.6643 | 0.4489 | 0.6643 | 0.8151 |
296
+ | No log | 12.25 | 490 | 0.6844 | 0.3167 | 0.6844 | 0.8273 |
297
+ | No log | 12.3 | 492 | 0.7589 | 0.3630 | 0.7589 | 0.8711 |
298
+ | No log | 12.35 | 494 | 0.8125 | 0.3601 | 0.8125 | 0.9014 |
299
+ | No log | 12.4 | 496 | 0.8106 | 0.3665 | 0.8106 | 0.9003 |
300
+ | No log | 12.45 | 498 | 0.8167 | 0.3782 | 0.8167 | 0.9037 |
301
+ | 0.3588 | 12.5 | 500 | 0.8744 | 0.3827 | 0.8744 | 0.9351 |
302
+ | 0.3588 | 12.55 | 502 | 0.8466 | 0.3988 | 0.8466 | 0.9201 |
303
+ | 0.3588 | 12.6 | 504 | 0.7667 | 0.3333 | 0.7667 | 0.8756 |
304
+ | 0.3588 | 12.65 | 506 | 0.7560 | 0.3280 | 0.7560 | 0.8695 |
305
+ | 0.3588 | 12.7 | 508 | 0.7462 | 0.3280 | 0.7462 | 0.8639 |
306
+ | 0.3588 | 12.75 | 510 | 0.7453 | 0.3699 | 0.7453 | 0.8633 |
307
+ | 0.3588 | 12.8 | 512 | 0.7562 | 0.3699 | 0.7562 | 0.8696 |
308
 
309
 
310
  ### Framework versions