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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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: 0.5277
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- - Qwk: 0.5619
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- - Mse: 0.5277
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- - Rmse: 0.7264
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  ## Model description
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@@ -49,261 +49,270 @@ 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 | 0.0625 | 2 | 2.5046 | -0.0924 | 2.5046 | 1.5826 |
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- | No log | 0.125 | 4 | 1.1263 | 0.0651 | 1.1263 | 1.0613 |
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- | No log | 0.1875 | 6 | 0.9728 | -0.0091 | 0.9728 | 0.9863 |
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- | No log | 0.25 | 8 | 0.9129 | 0.2358 | 0.9129 | 0.9555 |
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- | No log | 0.3125 | 10 | 0.8343 | 0.1461 | 0.8343 | 0.9134 |
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- | No log | 0.375 | 12 | 0.7858 | 0.1620 | 0.7858 | 0.8864 |
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- | No log | 0.4375 | 14 | 0.7665 | 0.1998 | 0.7665 | 0.8755 |
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- | No log | 0.5 | 16 | 0.7031 | 0.2135 | 0.7031 | 0.8385 |
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- | No log | 0.5625 | 18 | 0.6796 | 0.2193 | 0.6796 | 0.8244 |
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- | No log | 0.625 | 20 | 0.6528 | 0.2158 | 0.6528 | 0.8080 |
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- | No log | 0.6875 | 22 | 0.6353 | 0.2413 | 0.6353 | 0.7971 |
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- | No log | 0.75 | 24 | 0.6317 | 0.4044 | 0.6317 | 0.7948 |
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- | No log | 0.8125 | 26 | 0.6721 | 0.4841 | 0.6721 | 0.8198 |
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- | No log | 0.875 | 28 | 0.8685 | 0.3825 | 0.8685 | 0.9319 |
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- | No log | 0.9375 | 30 | 0.8321 | 0.3870 | 0.8321 | 0.9122 |
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- | No log | 1.0 | 32 | 0.6836 | 0.3635 | 0.6836 | 0.8268 |
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- | No log | 1.0625 | 34 | 0.6266 | 0.2815 | 0.6266 | 0.7916 |
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- | No log | 1.125 | 36 | 0.7764 | 0.3894 | 0.7764 | 0.8811 |
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- | No log | 1.1875 | 38 | 0.8865 | 0.3869 | 0.8865 | 0.9415 |
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- | No log | 1.25 | 40 | 0.6823 | 0.3518 | 0.6823 | 0.8260 |
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- | No log | 1.3125 | 42 | 0.6258 | 0.2027 | 0.6258 | 0.7911 |
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- | No log | 1.375 | 44 | 0.6717 | 0.1700 | 0.6717 | 0.8196 |
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- | No log | 1.4375 | 46 | 0.6343 | 0.3258 | 0.6343 | 0.7964 |
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- | No log | 1.5 | 48 | 0.6553 | 0.2950 | 0.6553 | 0.8095 |
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- | No log | 1.5625 | 50 | 0.6526 | 0.3050 | 0.6526 | 0.8078 |
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- | No log | 1.625 | 52 | 0.6674 | 0.3050 | 0.6674 | 0.8169 |
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- | No log | 1.6875 | 54 | 0.6600 | 0.3100 | 0.6600 | 0.8124 |
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- | No log | 1.75 | 56 | 0.7263 | 0.4444 | 0.7263 | 0.8523 |
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- | No log | 1.8125 | 58 | 0.7048 | 0.3138 | 0.7048 | 0.8395 |
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- | No log | 1.875 | 60 | 0.8805 | 0.4133 | 0.8805 | 0.9383 |
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- | No log | 1.9375 | 62 | 1.0159 | 0.3574 | 1.0159 | 1.0079 |
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- | No log | 2.0 | 64 | 0.9379 | 0.3827 | 0.9379 | 0.9685 |
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- | No log | 2.0625 | 66 | 0.8093 | 0.4943 | 0.8093 | 0.8996 |
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- | No log | 2.125 | 68 | 0.7472 | 0.3656 | 0.7472 | 0.8644 |
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- | No log | 2.1875 | 70 | 0.7415 | 0.3235 | 0.7415 | 0.8611 |
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- | No log | 2.25 | 72 | 0.6761 | 0.3724 | 0.6761 | 0.8223 |
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- | No log | 2.3125 | 74 | 0.6869 | 0.3609 | 0.6869 | 0.8288 |
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- | No log | 2.375 | 76 | 0.7564 | 0.3981 | 0.7564 | 0.8697 |
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- | No log | 2.4375 | 78 | 0.7865 | 0.4684 | 0.7865 | 0.8869 |
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- | No log | 2.5 | 80 | 0.7369 | 0.4298 | 0.7369 | 0.8584 |
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- | No log | 2.5625 | 82 | 0.7307 | 0.3774 | 0.7307 | 0.8548 |
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- | No log | 2.625 | 84 | 0.7627 | 0.4068 | 0.7627 | 0.8733 |
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- | No log | 2.6875 | 86 | 0.7855 | 0.4271 | 0.7855 | 0.8863 |
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- | No log | 2.75 | 88 | 0.8274 | 0.4711 | 0.8274 | 0.9096 |
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- | No log | 2.8125 | 90 | 0.7926 | 0.4732 | 0.7926 | 0.8903 |
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- | No log | 2.875 | 92 | 0.7217 | 0.4972 | 0.7217 | 0.8496 |
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- | No log | 2.9375 | 94 | 0.6982 | 0.4301 | 0.6982 | 0.8356 |
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- | No log | 3.0 | 96 | 0.6931 | 0.4227 | 0.6931 | 0.8325 |
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- | No log | 3.0625 | 98 | 0.7219 | 0.4315 | 0.7219 | 0.8496 |
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- | No log | 3.125 | 100 | 0.7828 | 0.4726 | 0.7828 | 0.8848 |
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- | No log | 3.1875 | 102 | 0.6770 | 0.4336 | 0.6770 | 0.8228 |
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- | No log | 3.25 | 104 | 0.7282 | 0.3364 | 0.7282 | 0.8534 |
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- | No log | 3.3125 | 106 | 0.8377 | 0.3636 | 0.8377 | 0.9152 |
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- | No log | 3.375 | 108 | 0.7725 | 0.4030 | 0.7725 | 0.8789 |
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- | No log | 3.4375 | 110 | 0.7567 | 0.4030 | 0.7567 | 0.8699 |
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- | No log | 3.5 | 112 | 0.7748 | 0.3873 | 0.7748 | 0.8802 |
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- | No log | 3.5625 | 114 | 0.6919 | 0.3505 | 0.6919 | 0.8318 |
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- | No log | 3.625 | 116 | 0.6594 | 0.4029 | 0.6594 | 0.8120 |
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- | No log | 3.6875 | 118 | 0.7699 | 0.4592 | 0.7699 | 0.8775 |
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- | No log | 3.75 | 120 | 0.7623 | 0.4512 | 0.7623 | 0.8731 |
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- | No log | 3.8125 | 122 | 0.6539 | 0.4513 | 0.6539 | 0.8086 |
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- | No log | 3.875 | 124 | 0.6318 | 0.4020 | 0.6318 | 0.7948 |
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- | No log | 3.9375 | 126 | 0.6260 | 0.4029 | 0.6260 | 0.7912 |
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- | No log | 4.0 | 128 | 0.6154 | 0.4029 | 0.6154 | 0.7845 |
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- | No log | 4.0625 | 130 | 0.5634 | 0.5095 | 0.5634 | 0.7506 |
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- | No log | 4.125 | 132 | 0.6882 | 0.4189 | 0.6882 | 0.8296 |
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- | No log | 4.1875 | 134 | 0.7741 | 0.4333 | 0.7741 | 0.8798 |
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- | No log | 4.25 | 136 | 0.6106 | 0.4315 | 0.6106 | 0.7814 |
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- | No log | 4.3125 | 138 | 0.5586 | 0.4984 | 0.5586 | 0.7474 |
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- | No log | 4.375 | 140 | 0.6437 | 0.3985 | 0.6437 | 0.8023 |
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- | No log | 4.4375 | 142 | 0.6227 | 0.3985 | 0.6227 | 0.7891 |
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- | No log | 4.5 | 144 | 0.6075 | 0.3942 | 0.6075 | 0.7794 |
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- | No log | 4.5625 | 146 | 0.5937 | 0.4397 | 0.5937 | 0.7705 |
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- | No log | 4.625 | 148 | 0.5805 | 0.4514 | 0.5805 | 0.7619 |
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- | No log | 4.6875 | 150 | 0.6078 | 0.4681 | 0.6078 | 0.7796 |
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- | No log | 4.75 | 152 | 0.7160 | 0.4967 | 0.7160 | 0.8462 |
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- | No log | 4.8125 | 154 | 0.6903 | 0.5161 | 0.6903 | 0.8308 |
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- | No log | 4.875 | 156 | 0.6339 | 0.4450 | 0.6339 | 0.7962 |
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- | No log | 4.9375 | 158 | 0.7218 | 0.5340 | 0.7218 | 0.8496 |
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- | No log | 5.0 | 160 | 0.7100 | 0.5146 | 0.7100 | 0.8426 |
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- | No log | 5.0625 | 162 | 0.6051 | 0.4303 | 0.6051 | 0.7779 |
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- | No log | 5.125 | 164 | 0.5814 | 0.4881 | 0.5814 | 0.7625 |
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- | No log | 5.1875 | 166 | 0.5701 | 0.5003 | 0.5701 | 0.7550 |
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- | No log | 5.25 | 168 | 0.6011 | 0.4282 | 0.6011 | 0.7753 |
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- | No log | 5.3125 | 170 | 0.6645 | 0.4631 | 0.6645 | 0.8152 |
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- | No log | 5.375 | 172 | 0.6701 | 0.4538 | 0.6701 | 0.8186 |
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- | No log | 5.4375 | 174 | 0.5900 | 0.4795 | 0.5900 | 0.7681 |
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- | No log | 5.5 | 176 | 0.5482 | 0.4201 | 0.5482 | 0.7404 |
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- | No log | 5.5625 | 178 | 0.6848 | 0.5455 | 0.6848 | 0.8275 |
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- | No log | 5.625 | 180 | 0.7219 | 0.5155 | 0.7219 | 0.8496 |
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- | No log | 5.6875 | 182 | 0.6045 | 0.5426 | 0.6045 | 0.7775 |
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- | No log | 5.75 | 184 | 0.6027 | 0.5081 | 0.6027 | 0.7763 |
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- | No log | 5.8125 | 186 | 0.5698 | 0.4901 | 0.5698 | 0.7548 |
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- | No log | 5.875 | 188 | 0.5721 | 0.4656 | 0.5721 | 0.7564 |
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- | No log | 5.9375 | 190 | 0.6161 | 0.4359 | 0.6161 | 0.7849 |
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- | No log | 6.0 | 192 | 0.6195 | 0.4309 | 0.6195 | 0.7871 |
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- | No log | 6.0625 | 194 | 0.5604 | 0.5286 | 0.5604 | 0.7486 |
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- | No log | 6.125 | 196 | 0.5869 | 0.4523 | 0.5869 | 0.7661 |
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- | No log | 6.1875 | 198 | 0.5908 | 0.4901 | 0.5908 | 0.7686 |
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- | No log | 6.25 | 200 | 0.5988 | 0.5151 | 0.5988 | 0.7738 |
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- | No log | 6.3125 | 202 | 0.7057 | 0.4122 | 0.7057 | 0.8401 |
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- | No log | 6.375 | 204 | 0.6932 | 0.4122 | 0.6932 | 0.8326 |
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- | No log | 6.4375 | 206 | 0.6018 | 0.5442 | 0.6018 | 0.7758 |
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- | No log | 6.5 | 208 | 0.5804 | 0.5111 | 0.5804 | 0.7618 |
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- | No log | 6.5625 | 210 | 0.5689 | 0.56 | 0.5689 | 0.7543 |
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- | No log | 6.625 | 212 | 0.6035 | 0.5074 | 0.6035 | 0.7769 |
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- | No log | 6.6875 | 214 | 0.5895 | 0.5190 | 0.5895 | 0.7678 |
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- | No log | 6.75 | 216 | 0.5659 | 0.5221 | 0.5659 | 0.7522 |
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- | No log | 6.8125 | 218 | 0.5617 | 0.5190 | 0.5617 | 0.7495 |
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- | No log | 6.875 | 220 | 0.5678 | 0.5008 | 0.5678 | 0.7535 |
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- | No log | 6.9375 | 222 | 0.5576 | 0.4975 | 0.5576 | 0.7467 |
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- | No log | 7.0 | 224 | 0.5475 | 0.5133 | 0.5475 | 0.7399 |
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- | No log | 7.0625 | 226 | 0.5438 | 0.5133 | 0.5438 | 0.7375 |
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- | No log | 7.125 | 228 | 0.5423 | 0.5398 | 0.5423 | 0.7364 |
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- | No log | 7.1875 | 230 | 0.5498 | 0.5241 | 0.5498 | 0.7415 |
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- | No log | 7.25 | 232 | 0.5616 | 0.5627 | 0.5616 | 0.7494 |
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- | No log | 7.3125 | 234 | 0.5504 | 0.5363 | 0.5504 | 0.7419 |
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- | No log | 7.375 | 236 | 0.5799 | 0.5205 | 0.5799 | 0.7615 |
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- | No log | 7.4375 | 238 | 0.5963 | 0.5283 | 0.5963 | 0.7722 |
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- | No log | 7.5 | 240 | 0.5444 | 0.5781 | 0.5444 | 0.7378 |
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- | No log | 7.5625 | 242 | 0.5603 | 0.4932 | 0.5603 | 0.7485 |
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- | No log | 7.625 | 244 | 0.6460 | 0.5336 | 0.6460 | 0.8037 |
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- | No log | 7.6875 | 246 | 0.6333 | 0.5160 | 0.6333 | 0.7958 |
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- | No log | 7.75 | 248 | 0.5940 | 0.4973 | 0.5940 | 0.7707 |
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- | No log | 7.8125 | 250 | 0.6170 | 0.5105 | 0.6170 | 0.7855 |
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- | No log | 7.875 | 252 | 0.6508 | 0.5416 | 0.6508 | 0.8067 |
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- | No log | 7.9375 | 254 | 0.6379 | 0.5163 | 0.6379 | 0.7987 |
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- | No log | 8.0 | 256 | 0.5623 | 0.5081 | 0.5623 | 0.7499 |
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- | No log | 8.0625 | 258 | 0.5135 | 0.5549 | 0.5135 | 0.7166 |
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- | No log | 8.125 | 260 | 0.5277 | 0.5868 | 0.5277 | 0.7264 |
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- | No log | 8.1875 | 262 | 0.5595 | 0.5414 | 0.5595 | 0.7480 |
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- | No log | 8.25 | 264 | 0.5479 | 0.5483 | 0.5479 | 0.7402 |
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- | No log | 8.3125 | 266 | 0.5691 | 0.5348 | 0.5691 | 0.7544 |
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- | No log | 8.375 | 268 | 0.6242 | 0.5106 | 0.6242 | 0.7900 |
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- | No log | 8.4375 | 270 | 0.6356 | 0.5106 | 0.6356 | 0.7972 |
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- | No log | 8.5 | 272 | 0.5560 | 0.4963 | 0.5560 | 0.7457 |
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- | No log | 8.5625 | 274 | 0.5530 | 0.5218 | 0.5530 | 0.7437 |
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- | No log | 8.625 | 276 | 0.6214 | 0.4877 | 0.6214 | 0.7883 |
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- | No log | 8.6875 | 278 | 0.5828 | 0.5308 | 0.5828 | 0.7634 |
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- | No log | 8.75 | 280 | 0.5648 | 0.5345 | 0.5648 | 0.7515 |
192
- | No log | 8.8125 | 282 | 0.6540 | 0.4502 | 0.6540 | 0.8087 |
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- | No log | 8.875 | 284 | 0.6834 | 0.4424 | 0.6834 | 0.8267 |
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- | No log | 8.9375 | 286 | 0.6354 | 0.4582 | 0.6354 | 0.7971 |
195
- | No log | 9.0 | 288 | 0.6806 | 0.4123 | 0.6806 | 0.8250 |
196
- | No log | 9.0625 | 290 | 0.6379 | 0.5067 | 0.6379 | 0.7987 |
197
- | No log | 9.125 | 292 | 0.6370 | 0.5560 | 0.6370 | 0.7981 |
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- | No log | 9.1875 | 294 | 0.6163 | 0.5786 | 0.6163 | 0.7851 |
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- | No log | 9.25 | 296 | 0.6180 | 0.5528 | 0.6180 | 0.7861 |
200
- | No log | 9.3125 | 298 | 0.6075 | 0.5003 | 0.6075 | 0.7794 |
201
- | No log | 9.375 | 300 | 0.6169 | 0.4981 | 0.6169 | 0.7855 |
202
- | No log | 9.4375 | 302 | 0.6381 | 0.4527 | 0.6381 | 0.7988 |
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- | No log | 9.5 | 304 | 0.5988 | 0.4824 | 0.5988 | 0.7738 |
204
- | No log | 9.5625 | 306 | 0.6517 | 0.4980 | 0.6517 | 0.8073 |
205
- | No log | 9.625 | 308 | 0.6650 | 0.4980 | 0.6650 | 0.8155 |
206
- | No log | 9.6875 | 310 | 0.6410 | 0.5059 | 0.6410 | 0.8006 |
207
- | No log | 9.75 | 312 | 0.5958 | 0.4422 | 0.5958 | 0.7719 |
208
- | No log | 9.8125 | 314 | 0.6344 | 0.4091 | 0.6344 | 0.7965 |
209
- | No log | 9.875 | 316 | 0.6417 | 0.4544 | 0.6417 | 0.8011 |
210
- | No log | 9.9375 | 318 | 0.6180 | 0.4783 | 0.6180 | 0.7861 |
211
- | No log | 10.0 | 320 | 0.5894 | 0.4107 | 0.5894 | 0.7677 |
212
- | No log | 10.0625 | 322 | 0.5895 | 0.5016 | 0.5895 | 0.7678 |
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- | No log | 10.125 | 324 | 0.6039 | 0.4929 | 0.6039 | 0.7771 |
214
- | No log | 10.1875 | 326 | 0.5649 | 0.5195 | 0.5649 | 0.7516 |
215
- | No log | 10.25 | 328 | 0.5611 | 0.5003 | 0.5611 | 0.7491 |
216
- | No log | 10.3125 | 330 | 0.5674 | 0.4828 | 0.5674 | 0.7532 |
217
- | No log | 10.375 | 332 | 0.5923 | 0.5403 | 0.5923 | 0.7696 |
218
- | No log | 10.4375 | 334 | 0.6650 | 0.5219 | 0.6650 | 0.8154 |
219
- | No log | 10.5 | 336 | 0.6525 | 0.5219 | 0.6525 | 0.8078 |
220
- | No log | 10.5625 | 338 | 0.5898 | 0.5056 | 0.5898 | 0.7680 |
221
- | No log | 10.625 | 340 | 0.5386 | 0.5133 | 0.5386 | 0.7339 |
222
- | No log | 10.6875 | 342 | 0.5179 | 0.5389 | 0.5179 | 0.7196 |
223
- | No log | 10.75 | 344 | 0.5175 | 0.5389 | 0.5175 | 0.7194 |
224
- | No log | 10.8125 | 346 | 0.5332 | 0.5813 | 0.5332 | 0.7302 |
225
- | No log | 10.875 | 348 | 0.5309 | 0.5784 | 0.5309 | 0.7286 |
226
- | No log | 10.9375 | 350 | 0.5228 | 0.6867 | 0.5228 | 0.7231 |
227
- | No log | 11.0 | 352 | 0.5478 | 0.5363 | 0.5478 | 0.7401 |
228
- | No log | 11.0625 | 354 | 0.5350 | 0.5621 | 0.5350 | 0.7315 |
229
- | No log | 11.125 | 356 | 0.5121 | 0.5725 | 0.5121 | 0.7156 |
230
- | No log | 11.1875 | 358 | 0.5261 | 0.5373 | 0.5261 | 0.7253 |
231
- | No log | 11.25 | 360 | 0.5307 | 0.5450 | 0.5307 | 0.7285 |
232
- | No log | 11.3125 | 362 | 0.5424 | 0.4975 | 0.5424 | 0.7364 |
233
- | No log | 11.375 | 364 | 0.5594 | 0.4968 | 0.5594 | 0.7479 |
234
- | No log | 11.4375 | 366 | 0.5630 | 0.5060 | 0.5630 | 0.7503 |
235
- | No log | 11.5 | 368 | 0.5635 | 0.4944 | 0.5635 | 0.7506 |
236
- | No log | 11.5625 | 370 | 0.5733 | 0.5683 | 0.5733 | 0.7572 |
237
- | No log | 11.625 | 372 | 0.5707 | 0.5893 | 0.5707 | 0.7554 |
238
- | No log | 11.6875 | 374 | 0.5613 | 0.5710 | 0.5613 | 0.7492 |
239
- | No log | 11.75 | 376 | 0.5399 | 0.6222 | 0.5399 | 0.7348 |
240
- | No log | 11.8125 | 378 | 0.5327 | 0.6027 | 0.5327 | 0.7299 |
241
- | No log | 11.875 | 380 | 0.5227 | 0.5725 | 0.5227 | 0.7230 |
242
- | No log | 11.9375 | 382 | 0.5225 | 0.5874 | 0.5225 | 0.7228 |
243
- | No log | 12.0 | 384 | 0.5269 | 0.5272 | 0.5269 | 0.7259 |
244
- | No log | 12.0625 | 386 | 0.5272 | 0.5875 | 0.5272 | 0.7261 |
245
- | No log | 12.125 | 388 | 0.5485 | 0.4391 | 0.5485 | 0.7406 |
246
- | No log | 12.1875 | 390 | 0.5387 | 0.4895 | 0.5387 | 0.7339 |
247
- | No log | 12.25 | 392 | 0.5297 | 0.5681 | 0.5297 | 0.7278 |
248
- | No log | 12.3125 | 394 | 0.5419 | 0.5177 | 0.5419 | 0.7362 |
249
- | No log | 12.375 | 396 | 0.5408 | 0.5177 | 0.5408 | 0.7354 |
250
- | No log | 12.4375 | 398 | 0.5654 | 0.5158 | 0.5654 | 0.7519 |
251
- | No log | 12.5 | 400 | 0.6339 | 0.5394 | 0.6339 | 0.7962 |
252
- | No log | 12.5625 | 402 | 0.7550 | 0.4735 | 0.7550 | 0.8689 |
253
- | No log | 12.625 | 404 | 0.7773 | 0.4667 | 0.7773 | 0.8817 |
254
- | No log | 12.6875 | 406 | 0.6647 | 0.5163 | 0.6647 | 0.8153 |
255
- | No log | 12.75 | 408 | 0.5888 | 0.5149 | 0.5888 | 0.7673 |
256
- | No log | 12.8125 | 410 | 0.5494 | 0.4876 | 0.5494 | 0.7412 |
257
- | No log | 12.875 | 412 | 0.5626 | 0.4789 | 0.5626 | 0.7500 |
258
- | No log | 12.9375 | 414 | 0.5520 | 0.5335 | 0.5520 | 0.7430 |
259
- | No log | 13.0 | 416 | 0.5404 | 0.5241 | 0.5404 | 0.7351 |
260
- | No log | 13.0625 | 418 | 0.5449 | 0.4605 | 0.5449 | 0.7382 |
261
- | No log | 13.125 | 420 | 0.5381 | 0.5421 | 0.5381 | 0.7336 |
262
- | No log | 13.1875 | 422 | 0.5511 | 0.5127 | 0.5511 | 0.7423 |
263
- | No log | 13.25 | 424 | 0.5441 | 0.5390 | 0.5441 | 0.7377 |
264
- | No log | 13.3125 | 426 | 0.5559 | 0.5411 | 0.5559 | 0.7456 |
265
- | No log | 13.375 | 428 | 0.5950 | 0.4979 | 0.5950 | 0.7713 |
266
- | No log | 13.4375 | 430 | 0.6086 | 0.5326 | 0.6086 | 0.7801 |
267
- | No log | 13.5 | 432 | 0.5890 | 0.5553 | 0.5890 | 0.7675 |
268
- | No log | 13.5625 | 434 | 0.5666 | 0.4887 | 0.5666 | 0.7527 |
269
- | No log | 13.625 | 436 | 0.5730 | 0.5195 | 0.5730 | 0.7570 |
270
- | No log | 13.6875 | 438 | 0.5740 | 0.5306 | 0.5740 | 0.7576 |
271
- | No log | 13.75 | 440 | 0.5856 | 0.5362 | 0.5856 | 0.7653 |
272
- | No log | 13.8125 | 442 | 0.5835 | 0.5362 | 0.5835 | 0.7639 |
273
- | No log | 13.875 | 444 | 0.5496 | 0.5586 | 0.5496 | 0.7413 |
274
- | No log | 13.9375 | 446 | 0.5292 | 0.4919 | 0.5292 | 0.7274 |
275
- | No log | 14.0 | 448 | 0.5263 | 0.5020 | 0.5263 | 0.7255 |
276
- | No log | 14.0625 | 450 | 0.5558 | 0.4913 | 0.5558 | 0.7455 |
277
- | No log | 14.125 | 452 | 0.5934 | 0.4729 | 0.5934 | 0.7703 |
278
- | No log | 14.1875 | 454 | 0.5666 | 0.5061 | 0.5666 | 0.7527 |
279
- | No log | 14.25 | 456 | 0.5488 | 0.4883 | 0.5488 | 0.7408 |
280
- | No log | 14.3125 | 458 | 0.5369 | 0.5320 | 0.5369 | 0.7327 |
281
- | No log | 14.375 | 460 | 0.5434 | 0.4562 | 0.5434 | 0.7371 |
282
- | No log | 14.4375 | 462 | 0.5490 | 0.4620 | 0.5490 | 0.7410 |
283
- | No log | 14.5 | 464 | 0.5543 | 0.4535 | 0.5543 | 0.7445 |
284
- | No log | 14.5625 | 466 | 0.5567 | 0.4147 | 0.5567 | 0.7462 |
285
- | No log | 14.625 | 468 | 0.5685 | 0.5184 | 0.5685 | 0.7540 |
286
- | No log | 14.6875 | 470 | 0.5777 | 0.5254 | 0.5777 | 0.7601 |
287
- | No log | 14.75 | 472 | 0.5710 | 0.5272 | 0.5710 | 0.7556 |
288
- | No log | 14.8125 | 474 | 0.5685 | 0.4543 | 0.5685 | 0.7540 |
289
- | No log | 14.875 | 476 | 0.5640 | 0.4543 | 0.5640 | 0.7510 |
290
- | No log | 14.9375 | 478 | 0.5579 | 0.4562 | 0.5579 | 0.7469 |
291
- | No log | 15.0 | 480 | 0.5529 | 0.4562 | 0.5529 | 0.7436 |
292
- | No log | 15.0625 | 482 | 0.5509 | 0.4222 | 0.5509 | 0.7422 |
293
- | No log | 15.125 | 484 | 0.5855 | 0.5403 | 0.5855 | 0.7652 |
294
- | No log | 15.1875 | 486 | 0.7194 | 0.5113 | 0.7194 | 0.8482 |
295
- | No log | 15.25 | 488 | 0.8097 | 0.5295 | 0.8097 | 0.8998 |
296
- | No log | 15.3125 | 490 | 0.7583 | 0.5065 | 0.7583 | 0.8708 |
297
- | No log | 15.375 | 492 | 0.6358 | 0.5345 | 0.6358 | 0.7974 |
298
- | No log | 15.4375 | 494 | 0.5724 | 0.5349 | 0.5724 | 0.7566 |
299
- | No log | 15.5 | 496 | 0.5593 | 0.5437 | 0.5593 | 0.7478 |
300
- | No log | 15.5625 | 498 | 0.5554 | 0.5437 | 0.5554 | 0.7453 |
301
- | 0.2898 | 15.625 | 500 | 0.5442 | 0.5923 | 0.5442 | 0.7377 |
302
- | 0.2898 | 15.6875 | 502 | 0.5304 | 0.4179 | 0.5304 | 0.7283 |
303
- | 0.2898 | 15.75 | 504 | 0.5357 | 0.4614 | 0.5357 | 0.7319 |
304
- | 0.2898 | 15.8125 | 506 | 0.5381 | 0.4614 | 0.5381 | 0.7336 |
305
- | 0.2898 | 15.875 | 508 | 0.5379 | 0.4614 | 0.5379 | 0.7334 |
306
- | 0.2898 | 15.9375 | 510 | 0.5277 | 0.5619 | 0.5277 | 0.7264 |
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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: 0.7143
19
+ - Qwk: 0.4723
20
+ - Mse: 0.7143
21
+ - Rmse: 0.8451
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0541 | 2 | 2.5926 | -0.0593 | 2.5926 | 1.6101 |
53
+ | No log | 0.1081 | 4 | 1.4086 | 0.0721 | 1.4086 | 1.1869 |
54
+ | No log | 0.1622 | 6 | 0.9673 | -0.0970 | 0.9673 | 0.9835 |
55
+ | No log | 0.2162 | 8 | 0.6863 | 0.1633 | 0.6863 | 0.8285 |
56
+ | No log | 0.2703 | 10 | 0.6376 | 0.2843 | 0.6376 | 0.7985 |
57
+ | No log | 0.3243 | 12 | 0.6505 | 0.5083 | 0.6505 | 0.8065 |
58
+ | No log | 0.3784 | 14 | 1.0010 | 0.2207 | 1.0010 | 1.0005 |
59
+ | No log | 0.4324 | 16 | 0.7519 | 0.4922 | 0.7519 | 0.8671 |
60
+ | No log | 0.4865 | 18 | 0.6131 | 0.5841 | 0.6131 | 0.7830 |
61
+ | No log | 0.5405 | 20 | 0.5142 | 0.6156 | 0.5142 | 0.7170 |
62
+ | No log | 0.5946 | 22 | 0.5644 | 0.3942 | 0.5644 | 0.7513 |
63
+ | No log | 0.6486 | 24 | 0.5807 | 0.3372 | 0.5807 | 0.7621 |
64
+ | No log | 0.7027 | 26 | 0.5338 | 0.4238 | 0.5338 | 0.7306 |
65
+ | No log | 0.7568 | 28 | 0.5604 | 0.4677 | 0.5604 | 0.7486 |
66
+ | No log | 0.8108 | 30 | 0.5541 | 0.5222 | 0.5541 | 0.7444 |
67
+ | No log | 0.8649 | 32 | 0.5157 | 0.4044 | 0.5157 | 0.7181 |
68
+ | No log | 0.9189 | 34 | 0.6586 | 0.4482 | 0.6586 | 0.8115 |
69
+ | No log | 0.9730 | 36 | 0.6796 | 0.4482 | 0.6796 | 0.8244 |
70
+ | No log | 1.0270 | 38 | 0.6332 | 0.4568 | 0.6332 | 0.7957 |
71
+ | No log | 1.0811 | 40 | 0.5133 | 0.4722 | 0.5133 | 0.7164 |
72
+ | No log | 1.1351 | 42 | 0.5296 | 0.5414 | 0.5296 | 0.7277 |
73
+ | No log | 1.1892 | 44 | 0.5374 | 0.4958 | 0.5374 | 0.7331 |
74
+ | No log | 1.2432 | 46 | 0.5414 | 0.4701 | 0.5414 | 0.7358 |
75
+ | No log | 1.2973 | 48 | 0.5436 | 0.4322 | 0.5436 | 0.7373 |
76
+ | No log | 1.3514 | 50 | 0.5501 | 0.4019 | 0.5501 | 0.7417 |
77
+ | No log | 1.4054 | 52 | 0.6804 | 0.3777 | 0.6804 | 0.8248 |
78
+ | No log | 1.4595 | 54 | 0.7890 | 0.3777 | 0.7890 | 0.8883 |
79
+ | No log | 1.5135 | 56 | 0.8642 | 0.3538 | 0.8642 | 0.9296 |
80
+ | No log | 1.5676 | 58 | 0.6415 | 0.4089 | 0.6415 | 0.8009 |
81
+ | No log | 1.6216 | 60 | 0.5831 | 0.4659 | 0.5831 | 0.7636 |
82
+ | No log | 1.6757 | 62 | 0.5918 | 0.4596 | 0.5918 | 0.7693 |
83
+ | No log | 1.7297 | 64 | 0.7086 | 0.4243 | 0.7086 | 0.8418 |
84
+ | No log | 1.7838 | 66 | 0.7863 | 0.3867 | 0.7863 | 0.8868 |
85
+ | No log | 1.8378 | 68 | 0.7402 | 0.3867 | 0.7402 | 0.8604 |
86
+ | No log | 1.8919 | 70 | 0.6206 | 0.4954 | 0.6206 | 0.7878 |
87
+ | No log | 1.9459 | 72 | 0.6142 | 0.5164 | 0.6142 | 0.7837 |
88
+ | No log | 2.0 | 74 | 0.6046 | 0.4889 | 0.6046 | 0.7775 |
89
+ | No log | 2.0541 | 76 | 0.6450 | 0.4777 | 0.6450 | 0.8031 |
90
+ | No log | 2.1081 | 78 | 0.6675 | 0.4836 | 0.6675 | 0.8170 |
91
+ | No log | 2.1622 | 80 | 0.6190 | 0.4864 | 0.6190 | 0.7868 |
92
+ | No log | 2.2162 | 82 | 0.5859 | 0.5034 | 0.5859 | 0.7655 |
93
+ | No log | 2.2703 | 84 | 0.6104 | 0.4642 | 0.6104 | 0.7813 |
94
+ | No log | 2.3243 | 86 | 0.7062 | 0.3913 | 0.7062 | 0.8404 |
95
+ | No log | 2.3784 | 88 | 0.7241 | 0.3782 | 0.7241 | 0.8510 |
96
+ | No log | 2.4324 | 90 | 0.8163 | 0.4258 | 0.8163 | 0.9035 |
97
+ | No log | 2.4865 | 92 | 0.7084 | 0.4474 | 0.7084 | 0.8417 |
98
+ | No log | 2.5405 | 94 | 0.5330 | 0.5323 | 0.5330 | 0.7301 |
99
+ | No log | 2.5946 | 96 | 0.5395 | 0.5687 | 0.5395 | 0.7345 |
100
+ | No log | 2.6486 | 98 | 0.5469 | 0.5904 | 0.5469 | 0.7396 |
101
+ | No log | 2.7027 | 100 | 0.5232 | 0.5476 | 0.5232 | 0.7233 |
102
+ | No log | 2.7568 | 102 | 0.5260 | 0.5450 | 0.5260 | 0.7253 |
103
+ | No log | 2.8108 | 104 | 0.5858 | 0.5636 | 0.5858 | 0.7654 |
104
+ | No log | 2.8649 | 106 | 0.9177 | 0.4240 | 0.9177 | 0.9579 |
105
+ | No log | 2.9189 | 108 | 0.8737 | 0.4430 | 0.8737 | 0.9347 |
106
+ | No log | 2.9730 | 110 | 0.5681 | 0.5607 | 0.5681 | 0.7538 |
107
+ | No log | 3.0270 | 112 | 0.6510 | 0.4684 | 0.6510 | 0.8068 |
108
+ | No log | 3.0811 | 114 | 0.6547 | 0.4457 | 0.6547 | 0.8091 |
109
+ | No log | 3.1351 | 116 | 0.5462 | 0.4678 | 0.5462 | 0.7391 |
110
+ | No log | 3.1892 | 118 | 0.7471 | 0.4743 | 0.7471 | 0.8643 |
111
+ | No log | 3.2432 | 120 | 0.8099 | 0.4479 | 0.8099 | 0.8999 |
112
+ | No log | 3.2973 | 122 | 0.5906 | 0.4981 | 0.5906 | 0.7685 |
113
+ | No log | 3.3514 | 124 | 0.5881 | 0.4532 | 0.5881 | 0.7669 |
114
+ | No log | 3.4054 | 126 | 0.5967 | 0.4806 | 0.5967 | 0.7724 |
115
+ | No log | 3.4595 | 128 | 0.5472 | 0.5383 | 0.5472 | 0.7397 |
116
+ | No log | 3.5135 | 130 | 0.6402 | 0.5298 | 0.6402 | 0.8001 |
117
+ | No log | 3.5676 | 132 | 0.5955 | 0.5414 | 0.5955 | 0.7717 |
118
+ | No log | 3.6216 | 134 | 0.5479 | 0.5574 | 0.5479 | 0.7402 |
119
+ | No log | 3.6757 | 136 | 0.7060 | 0.4862 | 0.7060 | 0.8403 |
120
+ | No log | 3.7297 | 138 | 0.8519 | 0.4232 | 0.8519 | 0.9230 |
121
+ | No log | 3.7838 | 140 | 0.8188 | 0.4835 | 0.8188 | 0.9049 |
122
+ | No log | 3.8378 | 142 | 0.6571 | 0.4788 | 0.6571 | 0.8106 |
123
+ | No log | 3.8919 | 144 | 0.5447 | 0.5115 | 0.5447 | 0.7381 |
124
+ | No log | 3.9459 | 146 | 0.5310 | 0.5488 | 0.5310 | 0.7287 |
125
+ | No log | 4.0 | 148 | 0.5727 | 0.4737 | 0.5727 | 0.7567 |
126
+ | No log | 4.0541 | 150 | 0.5917 | 0.4836 | 0.5917 | 0.7692 |
127
+ | No log | 4.1081 | 152 | 0.5577 | 0.4562 | 0.5577 | 0.7468 |
128
+ | No log | 4.1622 | 154 | 0.5261 | 0.4972 | 0.5261 | 0.7253 |
129
+ | No log | 4.2162 | 156 | 0.5364 | 0.5208 | 0.5364 | 0.7324 |
130
+ | No log | 4.2703 | 158 | 0.5286 | 0.4762 | 0.5286 | 0.7271 |
131
+ | No log | 4.3243 | 160 | 0.5288 | 0.4762 | 0.5288 | 0.7272 |
132
+ | No log | 4.3784 | 162 | 0.5406 | 0.5356 | 0.5406 | 0.7352 |
133
+ | No log | 4.4324 | 164 | 0.5900 | 0.5763 | 0.5900 | 0.7681 |
134
+ | No log | 4.4865 | 166 | 0.6806 | 0.5003 | 0.6806 | 0.8250 |
135
+ | No log | 4.5405 | 168 | 0.6663 | 0.5460 | 0.6663 | 0.8163 |
136
+ | No log | 4.5946 | 170 | 0.5547 | 0.5483 | 0.5547 | 0.7448 |
137
+ | No log | 4.6486 | 172 | 0.5400 | 0.5452 | 0.5400 | 0.7349 |
138
+ | No log | 4.7027 | 174 | 0.5510 | 0.5178 | 0.5510 | 0.7423 |
139
+ | No log | 4.7568 | 176 | 0.5483 | 0.5178 | 0.5483 | 0.7404 |
140
+ | No log | 4.8108 | 178 | 0.5461 | 0.4147 | 0.5461 | 0.7390 |
141
+ | No log | 4.8649 | 180 | 0.6749 | 0.4307 | 0.6749 | 0.8215 |
142
+ | No log | 4.9189 | 182 | 0.6948 | 0.4307 | 0.6948 | 0.8335 |
143
+ | No log | 4.9730 | 184 | 0.5772 | 0.4430 | 0.5772 | 0.7598 |
144
+ | No log | 5.0270 | 186 | 0.5469 | 0.5098 | 0.5469 | 0.7395 |
145
+ | No log | 5.0811 | 188 | 0.5375 | 0.5682 | 0.5375 | 0.7332 |
146
+ | No log | 5.1351 | 190 | 0.5287 | 0.5476 | 0.5287 | 0.7271 |
147
+ | No log | 5.1892 | 192 | 0.5377 | 0.5753 | 0.5377 | 0.7333 |
148
+ | No log | 5.2432 | 194 | 0.7188 | 0.4085 | 0.7188 | 0.8478 |
149
+ | No log | 5.2973 | 196 | 0.9028 | 0.4503 | 0.9028 | 0.9502 |
150
+ | No log | 5.3514 | 198 | 0.8046 | 0.4044 | 0.8046 | 0.8970 |
151
+ | No log | 5.4054 | 200 | 0.6016 | 0.3746 | 0.6016 | 0.7756 |
152
+ | No log | 5.4595 | 202 | 0.5512 | 0.3536 | 0.5512 | 0.7424 |
153
+ | No log | 5.5135 | 204 | 0.5563 | 0.4083 | 0.5563 | 0.7458 |
154
+ | No log | 5.5676 | 206 | 0.5600 | 0.4463 | 0.5600 | 0.7483 |
155
+ | No log | 5.6216 | 208 | 0.6739 | 0.4230 | 0.6739 | 0.8209 |
156
+ | No log | 5.6757 | 210 | 0.7387 | 0.4230 | 0.7387 | 0.8595 |
157
+ | No log | 5.7297 | 212 | 0.6395 | 0.4582 | 0.6395 | 0.7997 |
158
+ | No log | 5.7838 | 214 | 0.5463 | 0.4801 | 0.5463 | 0.7392 |
159
+ | No log | 5.8378 | 216 | 0.5414 | 0.5248 | 0.5414 | 0.7358 |
160
+ | No log | 5.8919 | 218 | 0.5238 | 0.5463 | 0.5238 | 0.7237 |
161
+ | No log | 5.9459 | 220 | 0.5927 | 0.5093 | 0.5927 | 0.7699 |
162
+ | No log | 6.0 | 222 | 0.8006 | 0.4978 | 0.8006 | 0.8948 |
163
+ | No log | 6.0541 | 224 | 0.7909 | 0.4502 | 0.7909 | 0.8893 |
164
+ | No log | 6.1081 | 226 | 0.6777 | 0.4522 | 0.6777 | 0.8233 |
165
+ | No log | 6.1622 | 228 | 0.6025 | 0.4434 | 0.6025 | 0.7762 |
166
+ | No log | 6.2162 | 230 | 0.6335 | 0.5098 | 0.6335 | 0.7959 |
167
+ | No log | 6.2703 | 232 | 0.6958 | 0.5038 | 0.6958 | 0.8342 |
168
+ | No log | 6.3243 | 234 | 0.7092 | 0.5036 | 0.7092 | 0.8422 |
169
+ | No log | 6.3784 | 236 | 0.6273 | 0.5349 | 0.6273 | 0.7920 |
170
+ | No log | 6.4324 | 238 | 0.5959 | 0.4642 | 0.5959 | 0.7719 |
171
+ | No log | 6.4865 | 240 | 0.5721 | 0.4379 | 0.5721 | 0.7564 |
172
+ | No log | 6.5405 | 242 | 0.5476 | 0.5357 | 0.5476 | 0.7400 |
173
+ | No log | 6.5946 | 244 | 0.5471 | 0.5357 | 0.5471 | 0.7397 |
174
+ | No log | 6.6486 | 246 | 0.5457 | 0.5450 | 0.5457 | 0.7387 |
175
+ | No log | 6.7027 | 248 | 0.5480 | 0.5634 | 0.5480 | 0.7403 |
176
+ | No log | 6.7568 | 250 | 0.5537 | 0.6059 | 0.5537 | 0.7441 |
177
+ | No log | 6.8108 | 252 | 0.5565 | 0.6059 | 0.5565 | 0.7460 |
178
+ | No log | 6.8649 | 254 | 0.5593 | 0.5697 | 0.5593 | 0.7479 |
179
+ | No log | 6.9189 | 256 | 0.5933 | 0.5528 | 0.5933 | 0.7702 |
180
+ | No log | 6.9730 | 258 | 0.5379 | 0.5554 | 0.5379 | 0.7335 |
181
+ | No log | 7.0270 | 260 | 0.5152 | 0.5707 | 0.5152 | 0.7178 |
182
+ | No log | 7.0811 | 262 | 0.5844 | 0.4663 | 0.5844 | 0.7645 |
183
+ | No log | 7.1351 | 264 | 0.6462 | 0.4982 | 0.6462 | 0.8039 |
184
+ | No log | 7.1892 | 266 | 0.5628 | 0.5014 | 0.5628 | 0.7502 |
185
+ | No log | 7.2432 | 268 | 0.4974 | 0.6455 | 0.4974 | 0.7052 |
186
+ | No log | 7.2973 | 270 | 0.5019 | 0.6046 | 0.5019 | 0.7084 |
187
+ | No log | 7.3514 | 272 | 0.5521 | 0.5173 | 0.5521 | 0.7430 |
188
+ | No log | 7.4054 | 274 | 0.5978 | 0.4734 | 0.5978 | 0.7732 |
189
+ | No log | 7.4595 | 276 | 0.5744 | 0.4951 | 0.5744 | 0.7579 |
190
+ | No log | 7.5135 | 278 | 0.5293 | 0.5632 | 0.5293 | 0.7275 |
191
+ | No log | 7.5676 | 280 | 0.5198 | 0.5782 | 0.5198 | 0.7210 |
192
+ | No log | 7.6216 | 282 | 0.5247 | 0.5405 | 0.5247 | 0.7244 |
193
+ | No log | 7.6757 | 284 | 0.5485 | 0.5632 | 0.5485 | 0.7406 |
194
+ | No log | 7.7297 | 286 | 0.6146 | 0.5081 | 0.6146 | 0.7839 |
195
+ | No log | 7.7838 | 288 | 0.5825 | 0.5081 | 0.5825 | 0.7632 |
196
+ | No log | 7.8378 | 290 | 0.5643 | 0.5560 | 0.5643 | 0.7512 |
197
+ | No log | 7.8919 | 292 | 0.5449 | 0.5053 | 0.5449 | 0.7382 |
198
+ | No log | 7.9459 | 294 | 0.5619 | 0.5560 | 0.5619 | 0.7496 |
199
+ | No log | 8.0 | 296 | 0.6426 | 0.4808 | 0.6426 | 0.8016 |
200
+ | No log | 8.0541 | 298 | 0.6778 | 0.4502 | 0.6778 | 0.8233 |
201
+ | No log | 8.1081 | 300 | 0.5860 | 0.5206 | 0.5860 | 0.7655 |
202
+ | No log | 8.1622 | 302 | 0.5344 | 0.5071 | 0.5344 | 0.7310 |
203
+ | No log | 8.2162 | 304 | 0.5337 | 0.5195 | 0.5337 | 0.7305 |
204
+ | No log | 8.2703 | 306 | 0.5522 | 0.4384 | 0.5522 | 0.7431 |
205
+ | No log | 8.3243 | 308 | 0.5728 | 0.4101 | 0.5728 | 0.7568 |
206
+ | No log | 8.3784 | 310 | 0.5784 | 0.3558 | 0.5784 | 0.7605 |
207
+ | No log | 8.4324 | 312 | 0.5750 | 0.4101 | 0.5750 | 0.7583 |
208
+ | No log | 8.4865 | 314 | 0.5710 | 0.3481 | 0.5710 | 0.7556 |
209
+ | No log | 8.5405 | 316 | 0.5697 | 0.3728 | 0.5697 | 0.7548 |
210
+ | No log | 8.5946 | 318 | 0.5755 | 0.5056 | 0.5755 | 0.7586 |
211
+ | No log | 8.6486 | 320 | 0.5708 | 0.4569 | 0.5708 | 0.7555 |
212
+ | No log | 8.7027 | 322 | 0.5508 | 0.3995 | 0.5508 | 0.7422 |
213
+ | No log | 8.7568 | 324 | 0.5382 | 0.4484 | 0.5382 | 0.7336 |
214
+ | No log | 8.8108 | 326 | 0.5341 | 0.4575 | 0.5341 | 0.7309 |
215
+ | No log | 8.8649 | 328 | 0.5651 | 0.5647 | 0.5651 | 0.7517 |
216
+ | No log | 8.9189 | 330 | 0.5403 | 0.5768 | 0.5403 | 0.7351 |
217
+ | No log | 8.9730 | 332 | 0.5315 | 0.6254 | 0.5315 | 0.7290 |
218
+ | No log | 9.0270 | 334 | 0.5399 | 0.5289 | 0.5399 | 0.7348 |
219
+ | No log | 9.0811 | 336 | 0.5634 | 0.5289 | 0.5634 | 0.7506 |
220
+ | No log | 9.1351 | 338 | 0.5615 | 0.5289 | 0.5615 | 0.7493 |
221
+ | No log | 9.1892 | 340 | 0.5526 | 0.5687 | 0.5526 | 0.7434 |
222
+ | No log | 9.2432 | 342 | 0.5599 | 0.5738 | 0.5599 | 0.7482 |
223
+ | No log | 9.2973 | 344 | 0.5447 | 0.5951 | 0.5447 | 0.7381 |
224
+ | No log | 9.3514 | 346 | 0.5324 | 0.5738 | 0.5324 | 0.7297 |
225
+ | No log | 9.4054 | 348 | 0.5125 | 0.5460 | 0.5125 | 0.7159 |
226
+ | No log | 9.4595 | 350 | 0.5084 | 0.5089 | 0.5084 | 0.7130 |
227
+ | No log | 9.5135 | 352 | 0.5122 | 0.5609 | 0.5122 | 0.7157 |
228
+ | No log | 9.5676 | 354 | 0.5109 | 0.5177 | 0.5109 | 0.7148 |
229
+ | No log | 9.6216 | 356 | 0.5081 | 0.4923 | 0.5081 | 0.7128 |
230
+ | No log | 9.6757 | 358 | 0.5041 | 0.4757 | 0.5041 | 0.7100 |
231
+ | No log | 9.7297 | 360 | 0.5115 | 0.5816 | 0.5115 | 0.7152 |
232
+ | No log | 9.7838 | 362 | 0.5624 | 0.5237 | 0.5624 | 0.7499 |
233
+ | No log | 9.8378 | 364 | 0.5416 | 0.5752 | 0.5416 | 0.7359 |
234
+ | No log | 9.8919 | 366 | 0.5270 | 0.4596 | 0.5270 | 0.7260 |
235
+ | No log | 9.9459 | 368 | 0.5370 | 0.4705 | 0.5370 | 0.7328 |
236
+ | No log | 10.0 | 370 | 0.6074 | 0.4788 | 0.6074 | 0.7794 |
237
+ | No log | 10.0541 | 372 | 0.6272 | 0.4788 | 0.6272 | 0.7920 |
238
+ | No log | 10.1081 | 374 | 0.5604 | 0.4576 | 0.5604 | 0.7486 |
239
+ | No log | 10.1622 | 376 | 0.5397 | 0.4569 | 0.5397 | 0.7346 |
240
+ | No log | 10.2162 | 378 | 0.5458 | 0.4158 | 0.5458 | 0.7388 |
241
+ | No log | 10.2703 | 380 | 0.5971 | 0.4644 | 0.5971 | 0.7727 |
242
+ | No log | 10.3243 | 382 | 0.6081 | 0.4644 | 0.6081 | 0.7798 |
243
+ | No log | 10.3784 | 384 | 0.5654 | 0.4815 | 0.5654 | 0.7520 |
244
+ | No log | 10.4324 | 386 | 0.5499 | 0.4257 | 0.5499 | 0.7416 |
245
+ | No log | 10.4865 | 388 | 0.5545 | 0.4257 | 0.5545 | 0.7447 |
246
+ | No log | 10.5405 | 390 | 0.5760 | 0.5104 | 0.5760 | 0.7590 |
247
+ | No log | 10.5946 | 392 | 0.5636 | 0.4875 | 0.5636 | 0.7507 |
248
+ | No log | 10.6486 | 394 | 0.5426 | 0.4726 | 0.5426 | 0.7366 |
249
+ | No log | 10.7027 | 396 | 0.5448 | 0.5107 | 0.5448 | 0.7381 |
250
+ | No log | 10.7568 | 398 | 0.5453 | 0.5107 | 0.5453 | 0.7384 |
251
+ | No log | 10.8108 | 400 | 0.5500 | 0.3865 | 0.5500 | 0.7416 |
252
+ | No log | 10.8649 | 402 | 0.5696 | 0.3622 | 0.5696 | 0.7547 |
253
+ | No log | 10.9189 | 404 | 0.5973 | 0.4997 | 0.5973 | 0.7729 |
254
+ | No log | 10.9730 | 406 | 0.5472 | 0.3865 | 0.5472 | 0.7397 |
255
+ | No log | 11.0270 | 408 | 0.5145 | 0.4762 | 0.5145 | 0.7173 |
256
+ | No log | 11.0811 | 410 | 0.5134 | 0.4904 | 0.5134 | 0.7165 |
257
+ | No log | 11.1351 | 412 | 0.5472 | 0.4358 | 0.5472 | 0.7397 |
258
+ | No log | 11.1892 | 414 | 0.6722 | 0.4892 | 0.6722 | 0.8199 |
259
+ | No log | 11.2432 | 416 | 0.6945 | 0.4892 | 0.6945 | 0.8333 |
260
+ | No log | 11.2973 | 418 | 0.6212 | 0.4997 | 0.6212 | 0.7881 |
261
+ | No log | 11.3514 | 420 | 0.5307 | 0.4484 | 0.5307 | 0.7285 |
262
+ | No log | 11.4054 | 422 | 0.5258 | 0.4802 | 0.5258 | 0.7251 |
263
+ | No log | 11.4595 | 424 | 0.5266 | 0.4548 | 0.5266 | 0.7257 |
264
+ | No log | 11.5135 | 426 | 0.5399 | 0.4419 | 0.5399 | 0.7347 |
265
+ | No log | 11.5676 | 428 | 0.5864 | 0.4845 | 0.5864 | 0.7658 |
266
+ | No log | 11.6216 | 430 | 0.6411 | 0.4815 | 0.6411 | 0.8007 |
267
+ | No log | 11.6757 | 432 | 0.6266 | 0.4247 | 0.6266 | 0.7916 |
268
+ | No log | 11.7297 | 434 | 0.5752 | 0.4243 | 0.5752 | 0.7584 |
269
+ | No log | 11.7838 | 436 | 0.5526 | 0.4681 | 0.5526 | 0.7434 |
270
+ | No log | 11.8378 | 438 | 0.5493 | 0.4657 | 0.5493 | 0.7412 |
271
+ | No log | 11.8919 | 440 | 0.5644 | 0.5092 | 0.5644 | 0.7513 |
272
+ | No log | 11.9459 | 442 | 0.5592 | 0.5217 | 0.5592 | 0.7478 |
273
+ | No log | 12.0 | 444 | 0.5975 | 0.4919 | 0.5975 | 0.7730 |
274
+ | No log | 12.0541 | 446 | 0.6939 | 0.5309 | 0.6939 | 0.8330 |
275
+ | No log | 12.1081 | 448 | 0.7711 | 0.5199 | 0.7711 | 0.8781 |
276
+ | No log | 12.1622 | 450 | 0.7223 | 0.5387 | 0.7223 | 0.8499 |
277
+ | No log | 12.2162 | 452 | 0.6054 | 0.5310 | 0.6054 | 0.7780 |
278
+ | No log | 12.2703 | 454 | 0.5331 | 0.4801 | 0.5331 | 0.7302 |
279
+ | No log | 12.3243 | 456 | 0.5099 | 0.4801 | 0.5099 | 0.7141 |
280
+ | No log | 12.3784 | 458 | 0.5160 | 0.5937 | 0.5160 | 0.7183 |
281
+ | No log | 12.4324 | 460 | 0.5688 | 0.5950 | 0.5688 | 0.7542 |
282
+ | No log | 12.4865 | 462 | 0.5672 | 0.5950 | 0.5672 | 0.7532 |
283
+ | No log | 12.5405 | 464 | 0.5257 | 0.5141 | 0.5257 | 0.7250 |
284
+ | No log | 12.5946 | 466 | 0.5169 | 0.4657 | 0.5169 | 0.7189 |
285
+ | No log | 12.6486 | 468 | 0.5190 | 0.4448 | 0.5190 | 0.7204 |
286
+ | No log | 12.7027 | 470 | 0.5016 | 0.5436 | 0.5016 | 0.7082 |
287
+ | No log | 12.7568 | 472 | 0.4796 | 0.6065 | 0.4796 | 0.6925 |
288
+ | No log | 12.8108 | 474 | 0.5155 | 0.5770 | 0.5155 | 0.7180 |
289
+ | No log | 12.8649 | 476 | 0.5269 | 0.5872 | 0.5269 | 0.7259 |
290
+ | No log | 12.9189 | 478 | 0.4868 | 0.5697 | 0.4868 | 0.6977 |
291
+ | No log | 12.9730 | 480 | 0.4757 | 0.6656 | 0.4757 | 0.6897 |
292
+ | No log | 13.0270 | 482 | 0.5051 | 0.5697 | 0.5051 | 0.7107 |
293
+ | No log | 13.0811 | 484 | 0.4996 | 0.5563 | 0.4996 | 0.7068 |
294
+ | No log | 13.1351 | 486 | 0.4867 | 0.6241 | 0.4867 | 0.6976 |
295
+ | No log | 13.1892 | 488 | 0.6044 | 0.6078 | 0.6044 | 0.7774 |
296
+ | No log | 13.2432 | 490 | 0.7219 | 0.5195 | 0.7219 | 0.8496 |
297
+ | No log | 13.2973 | 492 | 0.6971 | 0.5195 | 0.6971 | 0.8350 |
298
+ | No log | 13.3514 | 494 | 0.5944 | 0.5646 | 0.5944 | 0.7709 |
299
+ | No log | 13.4054 | 496 | 0.5196 | 0.5560 | 0.5196 | 0.7209 |
300
+ | No log | 13.4595 | 498 | 0.4922 | 0.6241 | 0.4922 | 0.7016 |
301
+ | 0.3162 | 13.5135 | 500 | 0.4894 | 0.5549 | 0.4894 | 0.6996 |
302
+ | 0.3162 | 13.5676 | 502 | 0.5215 | 0.4795 | 0.5215 | 0.7221 |
303
+ | 0.3162 | 13.6216 | 504 | 0.5404 | 0.5335 | 0.5404 | 0.7351 |
304
+ | 0.3162 | 13.6757 | 506 | 0.5249 | 0.5075 | 0.5249 | 0.7245 |
305
+ | 0.3162 | 13.7297 | 508 | 0.5211 | 0.6252 | 0.5211 | 0.7219 |
306
+ | 0.3162 | 13.7838 | 510 | 0.6096 | 0.5388 | 0.6096 | 0.7808 |
307
+ | 0.3162 | 13.8378 | 512 | 0.6834 | 0.5443 | 0.6834 | 0.8267 |
308
+ | 0.3162 | 13.8919 | 514 | 0.6431 | 0.5008 | 0.6431 | 0.8020 |
309
+ | 0.3162 | 13.9459 | 516 | 0.5627 | 0.5237 | 0.5627 | 0.7501 |
310
+ | 0.3162 | 14.0 | 518 | 0.5474 | 0.5609 | 0.5474 | 0.7398 |
311
+ | 0.3162 | 14.0541 | 520 | 0.5469 | 0.5460 | 0.5469 | 0.7395 |
312
+ | 0.3162 | 14.1081 | 522 | 0.5513 | 0.5533 | 0.5513 | 0.7425 |
313
+ | 0.3162 | 14.1622 | 524 | 0.5989 | 0.4618 | 0.5989 | 0.7739 |
314
+ | 0.3162 | 14.2162 | 526 | 0.6875 | 0.5258 | 0.6875 | 0.8291 |
315
+ | 0.3162 | 14.2703 | 528 | 0.7143 | 0.4723 | 0.7143 | 0.8451 |
316
 
317
 
318
  ### Framework versions