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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task5_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_run1_AugV5_k11_task5_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_run1_AugV5_k11_task5_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: 0.6457
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- - Qwk: 0.6187
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- - Mse: 0.6457
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- - Rmse: 0.8036
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  ## Model description
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@@ -49,264 +49,277 @@ 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 | 0.0364 | 2 | 3.8951 | -0.0092 | 3.8951 | 1.9736 |
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- | No log | 0.0727 | 4 | 1.8543 | 0.0081 | 1.8543 | 1.3617 |
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- | No log | 0.1091 | 6 | 1.2311 | 0.0496 | 1.2311 | 1.1095 |
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- | No log | 0.1455 | 8 | 1.0546 | 0.2042 | 1.0546 | 1.0269 |
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- | No log | 0.1818 | 10 | 1.5501 | -0.0743 | 1.5501 | 1.2450 |
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- | No log | 0.2182 | 12 | 1.9077 | 0.1358 | 1.9077 | 1.3812 |
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- | No log | 0.2545 | 14 | 1.5173 | 0.0256 | 1.5173 | 1.2318 |
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- | No log | 0.2909 | 16 | 1.0669 | 0.1591 | 1.0669 | 1.0329 |
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- | No log | 0.3273 | 18 | 0.8844 | 0.3498 | 0.8844 | 0.9404 |
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- | No log | 0.3636 | 20 | 0.9463 | 0.3394 | 0.9463 | 0.9728 |
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- | No log | 0.4 | 22 | 0.8300 | 0.3958 | 0.8300 | 0.9110 |
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- | No log | 0.4364 | 24 | 0.9006 | 0.2969 | 0.9006 | 0.9490 |
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- | No log | 0.4727 | 26 | 1.1639 | 0.2229 | 1.1639 | 1.0788 |
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- | No log | 0.5091 | 28 | 1.0103 | 0.2547 | 1.0103 | 1.0051 |
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- | No log | 0.5455 | 30 | 0.7288 | 0.5176 | 0.7288 | 0.8537 |
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- | No log | 0.5818 | 32 | 0.6642 | 0.5480 | 0.6642 | 0.8150 |
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- | No log | 0.6182 | 34 | 0.7194 | 0.5050 | 0.7194 | 0.8482 |
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- | No log | 0.6545 | 36 | 0.8941 | 0.4784 | 0.8941 | 0.9456 |
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- | No log | 0.6909 | 38 | 1.2044 | 0.3558 | 1.2044 | 1.0974 |
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- | No log | 0.7273 | 40 | 1.1432 | 0.3715 | 1.1432 | 1.0692 |
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- | No log | 0.7636 | 42 | 0.9024 | 0.4784 | 0.9024 | 0.9500 |
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- | No log | 0.8 | 44 | 0.7182 | 0.4834 | 0.7182 | 0.8475 |
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- | No log | 0.8364 | 46 | 0.7067 | 0.4828 | 0.7067 | 0.8407 |
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- | No log | 0.8727 | 48 | 0.7794 | 0.5427 | 0.7794 | 0.8829 |
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- | No log | 0.9091 | 50 | 0.7392 | 0.5915 | 0.7392 | 0.8597 |
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- | No log | 0.9455 | 52 | 0.6936 | 0.6010 | 0.6936 | 0.8328 |
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- | No log | 0.9818 | 54 | 0.6734 | 0.6196 | 0.6734 | 0.8206 |
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- | No log | 1.0182 | 56 | 0.8726 | 0.5763 | 0.8726 | 0.9341 |
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- | No log | 1.0545 | 58 | 0.9227 | 0.5672 | 0.9227 | 0.9606 |
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- | No log | 1.0909 | 60 | 0.7296 | 0.6465 | 0.7296 | 0.8541 |
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- | No log | 1.1273 | 62 | 0.7114 | 0.6499 | 0.7114 | 0.8434 |
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- | No log | 1.1636 | 64 | 0.8177 | 0.6048 | 0.8177 | 0.9043 |
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- | No log | 1.2 | 66 | 0.8770 | 0.5365 | 0.8770 | 0.9365 |
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- | No log | 1.2364 | 68 | 0.6529 | 0.6174 | 0.6529 | 0.8080 |
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- | No log | 1.2727 | 70 | 0.6085 | 0.6206 | 0.6085 | 0.7801 |
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- | No log | 1.3091 | 72 | 0.6096 | 0.6206 | 0.6096 | 0.7808 |
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- | No log | 1.3455 | 74 | 0.6875 | 0.6482 | 0.6875 | 0.8291 |
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- | No log | 1.3818 | 76 | 0.6667 | 0.6543 | 0.6667 | 0.8165 |
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- | No log | 1.4182 | 78 | 0.7652 | 0.5895 | 0.7652 | 0.8748 |
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- | No log | 1.4545 | 80 | 0.7056 | 0.6444 | 0.7056 | 0.8400 |
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- | No log | 1.4909 | 82 | 0.6593 | 0.6263 | 0.6593 | 0.8120 |
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- | No log | 1.5273 | 84 | 0.8790 | 0.5155 | 0.8790 | 0.9375 |
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- | No log | 1.5636 | 86 | 0.8218 | 0.5495 | 0.8218 | 0.9065 |
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- | No log | 1.6 | 88 | 0.6531 | 0.5577 | 0.6531 | 0.8081 |
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- | No log | 1.6364 | 90 | 0.7774 | 0.5794 | 0.7774 | 0.8817 |
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- | No log | 1.6727 | 92 | 0.9330 | 0.5272 | 0.9330 | 0.9659 |
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- | No log | 1.7091 | 94 | 0.8401 | 0.5565 | 0.8401 | 0.9165 |
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- | No log | 1.7455 | 96 | 0.6998 | 0.5955 | 0.6998 | 0.8365 |
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- | No log | 1.7818 | 98 | 0.6704 | 0.5851 | 0.6704 | 0.8188 |
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- | No log | 1.8182 | 100 | 0.6915 | 0.6179 | 0.6915 | 0.8316 |
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- | No log | 1.8545 | 102 | 0.6529 | 0.6104 | 0.6529 | 0.8080 |
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- | No log | 1.8909 | 104 | 0.7189 | 0.6174 | 0.7189 | 0.8479 |
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- | No log | 1.9273 | 106 | 0.8133 | 0.5451 | 0.8133 | 0.9018 |
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- | No log | 1.9636 | 108 | 0.7552 | 0.5566 | 0.7552 | 0.8690 |
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- | No log | 2.0 | 110 | 0.6728 | 0.5736 | 0.6728 | 0.8203 |
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- | No log | 2.0364 | 112 | 0.6664 | 0.6217 | 0.6664 | 0.8163 |
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- | No log | 2.0727 | 114 | 0.6740 | 0.6374 | 0.6740 | 0.8210 |
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- | No log | 2.1091 | 116 | 0.6918 | 0.6254 | 0.6918 | 0.8318 |
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- | No log | 2.1455 | 118 | 0.7165 | 0.6001 | 0.7165 | 0.8465 |
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- | No log | 2.1818 | 120 | 0.7156 | 0.5685 | 0.7156 | 0.8460 |
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- | No log | 2.2182 | 122 | 0.6925 | 0.6187 | 0.6925 | 0.8322 |
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- | No log | 2.2545 | 124 | 0.7457 | 0.6299 | 0.7457 | 0.8635 |
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- | No log | 2.2909 | 126 | 0.7706 | 0.5678 | 0.7706 | 0.8778 |
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- | No log | 2.3273 | 128 | 0.7618 | 0.5483 | 0.7618 | 0.8728 |
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- | No log | 2.3636 | 130 | 0.7431 | 0.5125 | 0.7431 | 0.8620 |
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- | No log | 2.4 | 132 | 0.6878 | 0.5950 | 0.6878 | 0.8294 |
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- | No log | 2.4364 | 134 | 0.7068 | 0.5374 | 0.7068 | 0.8407 |
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- | No log | 2.4727 | 136 | 0.7749 | 0.5334 | 0.7749 | 0.8803 |
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- | No log | 2.5091 | 138 | 0.7770 | 0.5683 | 0.7770 | 0.8815 |
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- | No log | 2.5455 | 140 | 0.7338 | 0.5911 | 0.7338 | 0.8566 |
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- | No log | 2.5818 | 142 | 0.6857 | 0.6322 | 0.6857 | 0.8281 |
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- | No log | 2.6182 | 144 | 0.6771 | 0.6692 | 0.6771 | 0.8229 |
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- | No log | 2.6545 | 146 | 0.6554 | 0.6357 | 0.6554 | 0.8096 |
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- | No log | 2.6909 | 148 | 0.6359 | 0.6528 | 0.6359 | 0.7974 |
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- | No log | 2.7273 | 150 | 0.6637 | 0.6288 | 0.6637 | 0.8147 |
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- | No log | 2.7636 | 152 | 0.7431 | 0.6120 | 0.7431 | 0.8620 |
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- | No log | 2.8 | 154 | 0.6594 | 0.6154 | 0.6594 | 0.8120 |
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- | No log | 2.8364 | 156 | 0.6356 | 0.6555 | 0.6356 | 0.7972 |
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- | No log | 2.8727 | 158 | 0.6508 | 0.6581 | 0.6508 | 0.8067 |
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- | No log | 2.9091 | 160 | 0.6157 | 0.6796 | 0.6157 | 0.7847 |
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- | No log | 2.9455 | 162 | 0.6283 | 0.6164 | 0.6283 | 0.7927 |
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- | No log | 2.9818 | 164 | 0.6242 | 0.5487 | 0.6242 | 0.7901 |
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- | No log | 3.0182 | 166 | 0.6438 | 0.5261 | 0.6438 | 0.8024 |
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- | No log | 3.0545 | 168 | 0.6535 | 0.5054 | 0.6535 | 0.8084 |
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- | No log | 3.0909 | 170 | 0.6600 | 0.5902 | 0.6600 | 0.8124 |
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- | No log | 3.1273 | 172 | 0.6183 | 0.6393 | 0.6183 | 0.7863 |
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- | No log | 3.1636 | 174 | 0.6072 | 0.6804 | 0.6072 | 0.7792 |
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- | No log | 3.2 | 176 | 0.6171 | 0.6774 | 0.6171 | 0.7855 |
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- | No log | 3.2364 | 178 | 0.6333 | 0.6544 | 0.6333 | 0.7958 |
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- | No log | 3.2727 | 180 | 0.6211 | 0.6781 | 0.6211 | 0.7881 |
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- | No log | 3.3091 | 182 | 0.6138 | 0.6875 | 0.6138 | 0.7834 |
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- | No log | 3.3455 | 184 | 0.6112 | 0.6766 | 0.6112 | 0.7818 |
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- | No log | 3.3818 | 186 | 0.6061 | 0.7103 | 0.6061 | 0.7785 |
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- | No log | 3.4182 | 188 | 0.6056 | 0.6729 | 0.6056 | 0.7782 |
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- | No log | 3.4545 | 190 | 0.6344 | 0.6302 | 0.6344 | 0.7965 |
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- | No log | 3.4909 | 192 | 0.6541 | 0.6035 | 0.6541 | 0.8087 |
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- | No log | 3.5273 | 194 | 0.6234 | 0.6526 | 0.6234 | 0.7896 |
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- | No log | 3.5636 | 196 | 0.6418 | 0.6564 | 0.6418 | 0.8011 |
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- | No log | 3.6 | 198 | 0.6361 | 0.6389 | 0.6361 | 0.7975 |
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- | No log | 3.6364 | 200 | 0.6654 | 0.6035 | 0.6654 | 0.8157 |
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- | No log | 3.6727 | 202 | 0.9707 | 0.5263 | 0.9707 | 0.9853 |
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- | No log | 3.7091 | 204 | 1.1334 | 0.5273 | 1.1334 | 1.0646 |
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- | No log | 3.7455 | 206 | 0.9041 | 0.5590 | 0.9041 | 0.9509 |
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- | No log | 3.7818 | 208 | 0.6542 | 0.6938 | 0.6542 | 0.8088 |
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- | No log | 3.8182 | 210 | 0.6920 | 0.6064 | 0.6920 | 0.8318 |
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- | No log | 3.8545 | 212 | 0.6649 | 0.5688 | 0.6649 | 0.8154 |
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- | No log | 3.8909 | 214 | 0.6211 | 0.6537 | 0.6211 | 0.7881 |
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- | No log | 3.9273 | 216 | 0.6571 | 0.6184 | 0.6571 | 0.8106 |
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- | No log | 3.9636 | 218 | 0.6633 | 0.6377 | 0.6633 | 0.8144 |
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- | No log | 4.0 | 220 | 0.6410 | 0.6812 | 0.6410 | 0.8006 |
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- | No log | 4.0364 | 222 | 0.6560 | 0.6664 | 0.6560 | 0.8099 |
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- | No log | 4.0727 | 224 | 0.6656 | 0.6365 | 0.6656 | 0.8158 |
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- | No log | 4.1091 | 226 | 0.6427 | 0.6689 | 0.6427 | 0.8017 |
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- | No log | 4.1455 | 228 | 0.6566 | 0.6256 | 0.6566 | 0.8103 |
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- | No log | 4.1818 | 230 | 0.6394 | 0.6705 | 0.6394 | 0.7996 |
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- | No log | 4.2182 | 232 | 0.6279 | 0.6256 | 0.6279 | 0.7924 |
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- | No log | 4.2545 | 234 | 0.6749 | 0.6404 | 0.6749 | 0.8215 |
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- | No log | 4.2909 | 236 | 0.6339 | 0.6337 | 0.6339 | 0.7962 |
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- | No log | 4.3273 | 238 | 0.5830 | 0.6564 | 0.5830 | 0.7636 |
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- | No log | 4.3636 | 240 | 0.6491 | 0.6226 | 0.6491 | 0.8057 |
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- | No log | 4.4 | 242 | 0.6617 | 0.6163 | 0.6617 | 0.8135 |
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- | No log | 4.4364 | 244 | 0.6006 | 0.6812 | 0.6006 | 0.7750 |
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- | No log | 4.4727 | 246 | 0.6142 | 0.7213 | 0.6142 | 0.7837 |
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- | No log | 4.5091 | 248 | 0.6752 | 0.6520 | 0.6752 | 0.8217 |
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- | No log | 4.5455 | 250 | 0.6342 | 0.6589 | 0.6342 | 0.7963 |
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- | No log | 4.5818 | 252 | 0.6013 | 0.6804 | 0.6013 | 0.7755 |
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- | No log | 4.6182 | 254 | 0.6157 | 0.6089 | 0.6157 | 0.7847 |
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- | No log | 4.6545 | 256 | 0.6245 | 0.5879 | 0.6245 | 0.7903 |
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- | No log | 4.6909 | 258 | 0.6205 | 0.5879 | 0.6205 | 0.7877 |
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- | No log | 4.7273 | 260 | 0.6127 | 0.6712 | 0.6127 | 0.7828 |
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- | No log | 4.7636 | 262 | 0.6401 | 0.6693 | 0.6401 | 0.8000 |
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- | No log | 4.8 | 264 | 0.6507 | 0.6969 | 0.6507 | 0.8067 |
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- | No log | 4.8364 | 266 | 0.6611 | 0.6509 | 0.6611 | 0.8131 |
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- | No log | 4.8727 | 268 | 0.6695 | 0.6341 | 0.6695 | 0.8183 |
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- | No log | 4.9091 | 270 | 0.6364 | 0.6089 | 0.6364 | 0.7977 |
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- | No log | 4.9455 | 272 | 0.6049 | 0.6426 | 0.6049 | 0.7778 |
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- | No log | 4.9818 | 274 | 0.6251 | 0.6353 | 0.6251 | 0.7906 |
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- | No log | 5.0182 | 276 | 0.6080 | 0.6195 | 0.6080 | 0.7798 |
190
- | No log | 5.0545 | 278 | 0.6027 | 0.5807 | 0.6027 | 0.7763 |
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- | No log | 5.0909 | 280 | 0.5947 | 0.5921 | 0.5947 | 0.7712 |
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- | No log | 5.1273 | 282 | 0.5778 | 0.6186 | 0.5778 | 0.7601 |
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- | No log | 5.1636 | 284 | 0.5695 | 0.6537 | 0.5695 | 0.7547 |
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- | No log | 5.2 | 286 | 0.5743 | 0.6017 | 0.5743 | 0.7579 |
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- | No log | 5.2364 | 288 | 0.6135 | 0.6129 | 0.6135 | 0.7832 |
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- | No log | 5.2727 | 290 | 0.6352 | 0.6004 | 0.6352 | 0.7970 |
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- | No log | 5.3091 | 292 | 0.5851 | 0.6358 | 0.5851 | 0.7649 |
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- | No log | 5.3455 | 294 | 0.5728 | 0.6866 | 0.5728 | 0.7568 |
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- | No log | 5.3818 | 296 | 0.5800 | 0.6857 | 0.5800 | 0.7616 |
200
- | No log | 5.4182 | 298 | 0.5737 | 0.6866 | 0.5737 | 0.7575 |
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- | No log | 5.4545 | 300 | 0.5805 | 0.6460 | 0.5805 | 0.7619 |
202
- | No log | 5.4909 | 302 | 0.5898 | 0.6302 | 0.5898 | 0.7680 |
203
- | No log | 5.5273 | 304 | 0.6020 | 0.6302 | 0.6020 | 0.7759 |
204
- | No log | 5.5636 | 306 | 0.6016 | 0.6488 | 0.6016 | 0.7757 |
205
- | No log | 5.6 | 308 | 0.5997 | 0.6932 | 0.5997 | 0.7744 |
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- | No log | 5.6364 | 310 | 0.6053 | 0.6452 | 0.6053 | 0.7780 |
207
- | No log | 5.6727 | 312 | 0.6122 | 0.6488 | 0.6122 | 0.7824 |
208
- | No log | 5.7091 | 314 | 0.6088 | 0.6498 | 0.6088 | 0.7802 |
209
- | No log | 5.7455 | 316 | 0.6204 | 0.6102 | 0.6204 | 0.7876 |
210
- | No log | 5.7818 | 318 | 0.6031 | 0.6417 | 0.6031 | 0.7766 |
211
- | No log | 5.8182 | 320 | 0.6129 | 0.5971 | 0.6129 | 0.7829 |
212
- | No log | 5.8545 | 322 | 0.6079 | 0.6164 | 0.6079 | 0.7797 |
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- | No log | 5.8909 | 324 | 0.6018 | 0.6134 | 0.6018 | 0.7758 |
214
- | No log | 5.9273 | 326 | 0.6357 | 0.6555 | 0.6357 | 0.7973 |
215
- | No log | 5.9636 | 328 | 0.6583 | 0.6008 | 0.6583 | 0.8113 |
216
- | No log | 6.0 | 330 | 0.6446 | 0.6209 | 0.6446 | 0.8029 |
217
- | No log | 6.0364 | 332 | 0.6396 | 0.5516 | 0.6396 | 0.7998 |
218
- | No log | 6.0727 | 334 | 0.6360 | 0.5994 | 0.6360 | 0.7975 |
219
- | No log | 6.1091 | 336 | 0.6342 | 0.6175 | 0.6342 | 0.7964 |
220
- | No log | 6.1455 | 338 | 0.6499 | 0.5869 | 0.6499 | 0.8062 |
221
- | No log | 6.1818 | 340 | 0.6681 | 0.6118 | 0.6681 | 0.8174 |
222
- | No log | 6.2182 | 342 | 0.6392 | 0.6380 | 0.6392 | 0.7995 |
223
- | No log | 6.2545 | 344 | 0.6292 | 0.6659 | 0.6292 | 0.7932 |
224
- | No log | 6.2909 | 346 | 0.6342 | 0.6705 | 0.6342 | 0.7964 |
225
- | No log | 6.3273 | 348 | 0.6283 | 0.6546 | 0.6283 | 0.7927 |
226
- | No log | 6.3636 | 350 | 0.6555 | 0.6084 | 0.6555 | 0.8096 |
227
- | No log | 6.4 | 352 | 0.6789 | 0.6198 | 0.6789 | 0.8239 |
228
- | No log | 6.4364 | 354 | 0.6844 | 0.6198 | 0.6844 | 0.8273 |
229
- | No log | 6.4727 | 356 | 0.6386 | 0.6822 | 0.6386 | 0.7991 |
230
- | No log | 6.5091 | 358 | 0.6319 | 0.6636 | 0.6319 | 0.7949 |
231
- | No log | 6.5455 | 360 | 0.6313 | 0.6246 | 0.6313 | 0.7945 |
232
- | No log | 6.5818 | 362 | 0.6201 | 0.6697 | 0.6201 | 0.7875 |
233
- | No log | 6.6182 | 364 | 0.6284 | 0.6932 | 0.6284 | 0.7927 |
234
- | No log | 6.6545 | 366 | 0.6399 | 0.6584 | 0.6399 | 0.7999 |
235
- | No log | 6.6909 | 368 | 0.6415 | 0.6292 | 0.6415 | 0.8009 |
236
- | No log | 6.7273 | 370 | 0.6453 | 0.6667 | 0.6453 | 0.8033 |
237
- | No log | 6.7636 | 372 | 0.6470 | 0.6518 | 0.6470 | 0.8044 |
238
- | No log | 6.8 | 374 | 0.6575 | 0.6147 | 0.6575 | 0.8109 |
239
- | No log | 6.8364 | 376 | 0.6831 | 0.5833 | 0.6831 | 0.8265 |
240
- | No log | 6.8727 | 378 | 0.6793 | 0.5948 | 0.6793 | 0.8242 |
241
- | No log | 6.9091 | 380 | 0.6638 | 0.5356 | 0.6638 | 0.8147 |
242
- | No log | 6.9455 | 382 | 0.6707 | 0.6185 | 0.6707 | 0.8189 |
243
- | No log | 6.9818 | 384 | 0.7228 | 0.5665 | 0.7228 | 0.8502 |
244
- | No log | 7.0182 | 386 | 0.7327 | 0.5560 | 0.7327 | 0.8560 |
245
- | No log | 7.0545 | 388 | 0.6933 | 0.5770 | 0.6933 | 0.8327 |
246
- | No log | 7.0909 | 390 | 0.6606 | 0.6175 | 0.6606 | 0.8128 |
247
- | No log | 7.1273 | 392 | 0.6783 | 0.6226 | 0.6783 | 0.8236 |
248
- | No log | 7.1636 | 394 | 0.6819 | 0.6226 | 0.6819 | 0.8257 |
249
- | No log | 7.2 | 396 | 0.6910 | 0.6324 | 0.6910 | 0.8313 |
250
- | No log | 7.2364 | 398 | 0.6744 | 0.6324 | 0.6744 | 0.8212 |
251
- | No log | 7.2727 | 400 | 0.6621 | 0.5939 | 0.6621 | 0.8137 |
252
- | No log | 7.3091 | 402 | 0.6635 | 0.5939 | 0.6635 | 0.8145 |
253
- | No log | 7.3455 | 404 | 0.6585 | 0.6374 | 0.6585 | 0.8115 |
254
- | No log | 7.3818 | 406 | 0.6548 | 0.5930 | 0.6548 | 0.8092 |
255
- | No log | 7.4182 | 408 | 0.6554 | 0.6105 | 0.6554 | 0.8095 |
256
- | No log | 7.4545 | 410 | 0.6573 | 0.6622 | 0.6573 | 0.8107 |
257
- | No log | 7.4909 | 412 | 0.6502 | 0.6969 | 0.6502 | 0.8063 |
258
- | No log | 7.5273 | 414 | 0.6365 | 0.6853 | 0.6365 | 0.7978 |
259
- | No log | 7.5636 | 416 | 0.6265 | 0.6105 | 0.6265 | 0.7915 |
260
- | No log | 7.6 | 418 | 0.6251 | 0.6374 | 0.6251 | 0.7906 |
261
- | No log | 7.6364 | 420 | 0.6061 | 0.6175 | 0.6061 | 0.7785 |
262
- | No log | 7.6727 | 422 | 0.5909 | 0.6398 | 0.5909 | 0.7687 |
263
- | No log | 7.7091 | 424 | 0.5821 | 0.6415 | 0.5821 | 0.7629 |
264
- | No log | 7.7455 | 426 | 0.5609 | 0.6537 | 0.5609 | 0.7490 |
265
- | No log | 7.7818 | 428 | 0.5550 | 0.6649 | 0.5550 | 0.7450 |
266
- | No log | 7.8182 | 430 | 0.5611 | 0.6237 | 0.5611 | 0.7491 |
267
- | No log | 7.8545 | 432 | 0.5954 | 0.6479 | 0.5954 | 0.7716 |
268
- | No log | 7.8909 | 434 | 0.6066 | 0.6661 | 0.6066 | 0.7789 |
269
- | No log | 7.9273 | 436 | 0.5957 | 0.6675 | 0.5957 | 0.7718 |
270
- | No log | 7.9636 | 438 | 0.5874 | 0.6923 | 0.5874 | 0.7664 |
271
- | No log | 8.0 | 440 | 0.6074 | 0.6838 | 0.6074 | 0.7793 |
272
- | No log | 8.0364 | 442 | 0.6706 | 0.6485 | 0.6706 | 0.8189 |
273
- | No log | 8.0727 | 444 | 0.6753 | 0.6314 | 0.6753 | 0.8217 |
274
- | No log | 8.1091 | 446 | 0.6346 | 0.6455 | 0.6346 | 0.7966 |
275
- | No log | 8.1455 | 448 | 0.6294 | 0.6175 | 0.6294 | 0.7933 |
276
- | No log | 8.1818 | 450 | 0.6343 | 0.6175 | 0.6343 | 0.7964 |
277
- | No log | 8.2182 | 452 | 0.6411 | 0.5724 | 0.6411 | 0.8007 |
278
- | No log | 8.2545 | 454 | 0.6523 | 0.5822 | 0.6523 | 0.8077 |
279
- | No log | 8.2909 | 456 | 0.6369 | 0.6154 | 0.6369 | 0.7981 |
280
- | No log | 8.3273 | 458 | 0.6208 | 0.6278 | 0.6208 | 0.7879 |
281
- | No log | 8.3636 | 460 | 0.6039 | 0.6733 | 0.6039 | 0.7771 |
282
- | No log | 8.4 | 462 | 0.6241 | 0.6184 | 0.6241 | 0.7900 |
283
- | No log | 8.4364 | 464 | 0.6509 | 0.6184 | 0.6509 | 0.8068 |
284
- | No log | 8.4727 | 466 | 0.6416 | 0.6675 | 0.6416 | 0.8010 |
285
- | No log | 8.5091 | 468 | 0.6470 | 0.6389 | 0.6470 | 0.8044 |
286
- | No log | 8.5455 | 470 | 0.6891 | 0.5618 | 0.6891 | 0.8301 |
287
- | No log | 8.5818 | 472 | 0.6968 | 0.5467 | 0.6968 | 0.8347 |
288
- | No log | 8.6182 | 474 | 0.6996 | 0.4903 | 0.6996 | 0.8364 |
289
- | No log | 8.6545 | 476 | 0.6904 | 0.4807 | 0.6904 | 0.8309 |
290
- | No log | 8.6909 | 478 | 0.6771 | 0.5046 | 0.6771 | 0.8228 |
291
- | No log | 8.7273 | 480 | 0.6978 | 0.5809 | 0.6978 | 0.8353 |
292
- | No log | 8.7636 | 482 | 0.7506 | 0.5875 | 0.7506 | 0.8663 |
293
- | No log | 8.8 | 484 | 0.7447 | 0.5566 | 0.7447 | 0.8629 |
294
- | No log | 8.8364 | 486 | 0.6795 | 0.5708 | 0.6795 | 0.8243 |
295
- | No log | 8.8727 | 488 | 0.6221 | 0.6262 | 0.6221 | 0.7888 |
296
- | No log | 8.9091 | 490 | 0.6224 | 0.5807 | 0.6224 | 0.7889 |
297
- | No log | 8.9455 | 492 | 0.6156 | 0.5807 | 0.6156 | 0.7846 |
298
- | No log | 8.9818 | 494 | 0.5968 | 0.6517 | 0.5968 | 0.7725 |
299
- | No log | 9.0182 | 496 | 0.5901 | 0.6712 | 0.5901 | 0.7682 |
300
- | No log | 9.0545 | 498 | 0.6109 | 0.6371 | 0.6109 | 0.7816 |
301
- | 0.248 | 9.0909 | 500 | 0.5984 | 0.6555 | 0.5984 | 0.7736 |
302
- | 0.248 | 9.1273 | 502 | 0.5668 | 0.6788 | 0.5668 | 0.7529 |
303
- | 0.248 | 9.1636 | 504 | 0.5639 | 0.6697 | 0.5639 | 0.7509 |
304
- | 0.248 | 9.2 | 506 | 0.5685 | 0.6602 | 0.5685 | 0.7540 |
305
- | 0.248 | 9.2364 | 508 | 0.5725 | 0.6517 | 0.5725 | 0.7566 |
306
- | 0.248 | 9.2727 | 510 | 0.5883 | 0.6517 | 0.5883 | 0.7670 |
307
- | 0.248 | 9.3091 | 512 | 0.6191 | 0.6025 | 0.6191 | 0.7869 |
308
- | 0.248 | 9.3455 | 514 | 0.6467 | 0.5880 | 0.6467 | 0.8042 |
309
- | 0.248 | 9.3818 | 516 | 0.6457 | 0.6187 | 0.6457 | 0.8036 |
 
 
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task5_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_run1_AugV5_k12_task5_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: 0.6129
19
+ - Qwk: 0.6196
20
+ - Mse: 0.6129
21
+ - Rmse: 0.7829
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0333 | 2 | 3.8529 | -0.0323 | 3.8529 | 1.9629 |
53
+ | No log | 0.0667 | 4 | 2.8781 | -0.0373 | 2.8781 | 1.6965 |
54
+ | No log | 0.1 | 6 | 1.7732 | -0.0508 | 1.7732 | 1.3316 |
55
+ | No log | 0.1333 | 8 | 1.2923 | 0.0431 | 1.2923 | 1.1368 |
56
+ | No log | 0.1667 | 10 | 1.2743 | 0.0970 | 1.2743 | 1.1288 |
57
+ | No log | 0.2 | 12 | 1.0597 | 0.1864 | 1.0597 | 1.0294 |
58
+ | No log | 0.2333 | 14 | 0.9864 | 0.2492 | 0.9864 | 0.9932 |
59
+ | No log | 0.2667 | 16 | 0.9444 | 0.2716 | 0.9444 | 0.9718 |
60
+ | No log | 0.3 | 18 | 0.9646 | 0.3143 | 0.9646 | 0.9821 |
61
+ | No log | 0.3333 | 20 | 1.0074 | 0.3469 | 1.0074 | 1.0037 |
62
+ | No log | 0.3667 | 22 | 0.8989 | 0.3954 | 0.8989 | 0.9481 |
63
+ | No log | 0.4 | 24 | 0.8844 | 0.4094 | 0.8844 | 0.9404 |
64
+ | No log | 0.4333 | 26 | 0.7437 | 0.5048 | 0.7437 | 0.8624 |
65
+ | No log | 0.4667 | 28 | 0.7568 | 0.4722 | 0.7568 | 0.8700 |
66
+ | No log | 0.5 | 30 | 0.7413 | 0.5827 | 0.7413 | 0.8610 |
67
+ | No log | 0.5333 | 32 | 1.4014 | 0.3221 | 1.4014 | 1.1838 |
68
+ | No log | 0.5667 | 34 | 1.7551 | 0.2875 | 1.7551 | 1.3248 |
69
+ | No log | 0.6 | 36 | 1.2591 | 0.3830 | 1.2591 | 1.1221 |
70
+ | No log | 0.6333 | 38 | 0.7153 | 0.5364 | 0.7153 | 0.8458 |
71
+ | No log | 0.6667 | 40 | 1.1213 | 0.4052 | 1.1213 | 1.0589 |
72
+ | No log | 0.7 | 42 | 1.1355 | 0.3836 | 1.1355 | 1.0656 |
73
+ | No log | 0.7333 | 44 | 0.7742 | 0.5368 | 0.7742 | 0.8799 |
74
+ | No log | 0.7667 | 46 | 0.7534 | 0.4554 | 0.7534 | 0.8680 |
75
+ | No log | 0.8 | 48 | 0.7326 | 0.5069 | 0.7326 | 0.8559 |
76
+ | No log | 0.8333 | 50 | 0.7263 | 0.6012 | 0.7263 | 0.8522 |
77
+ | No log | 0.8667 | 52 | 0.7313 | 0.5905 | 0.7313 | 0.8551 |
78
+ | No log | 0.9 | 54 | 0.7555 | 0.6198 | 0.7555 | 0.8692 |
79
+ | No log | 0.9333 | 56 | 0.7376 | 0.6317 | 0.7376 | 0.8588 |
80
+ | No log | 0.9667 | 58 | 0.7351 | 0.5937 | 0.7351 | 0.8574 |
81
+ | No log | 1.0 | 60 | 0.9417 | 0.5894 | 0.9417 | 0.9704 |
82
+ | No log | 1.0333 | 62 | 0.9729 | 0.5754 | 0.9729 | 0.9863 |
83
+ | No log | 1.0667 | 64 | 0.7149 | 0.5974 | 0.7149 | 0.8455 |
84
+ | No log | 1.1 | 66 | 0.6619 | 0.5784 | 0.6619 | 0.8136 |
85
+ | No log | 1.1333 | 68 | 0.6775 | 0.5971 | 0.6775 | 0.8231 |
86
+ | No log | 1.1667 | 70 | 0.7087 | 0.5894 | 0.7087 | 0.8418 |
87
+ | No log | 1.2 | 72 | 0.6704 | 0.5399 | 0.6704 | 0.8188 |
88
+ | No log | 1.2333 | 74 | 0.7017 | 0.5771 | 0.7017 | 0.8377 |
89
+ | No log | 1.2667 | 76 | 0.7106 | 0.5894 | 0.7106 | 0.8429 |
90
+ | No log | 1.3 | 78 | 0.7874 | 0.5148 | 0.7874 | 0.8873 |
91
+ | No log | 1.3333 | 80 | 0.6546 | 0.5512 | 0.6546 | 0.8091 |
92
+ | No log | 1.3667 | 82 | 0.6195 | 0.6104 | 0.6195 | 0.7871 |
93
+ | No log | 1.4 | 84 | 0.6350 | 0.6341 | 0.6350 | 0.7969 |
94
+ | No log | 1.4333 | 86 | 0.6764 | 0.5892 | 0.6764 | 0.8224 |
95
+ | No log | 1.4667 | 88 | 0.8914 | 0.6023 | 0.8914 | 0.9441 |
96
+ | No log | 1.5 | 90 | 0.9679 | 0.5245 | 0.9679 | 0.9838 |
97
+ | No log | 1.5333 | 92 | 0.7186 | 0.6229 | 0.7186 | 0.8477 |
98
+ | No log | 1.5667 | 94 | 0.6881 | 0.6560 | 0.6881 | 0.8295 |
99
+ | No log | 1.6 | 96 | 0.6845 | 0.6125 | 0.6845 | 0.8273 |
100
+ | No log | 1.6333 | 98 | 0.6436 | 0.6482 | 0.6436 | 0.8022 |
101
+ | No log | 1.6667 | 100 | 0.6867 | 0.5625 | 0.6867 | 0.8287 |
102
+ | No log | 1.7 | 102 | 0.6705 | 0.5828 | 0.6705 | 0.8188 |
103
+ | No log | 1.7333 | 104 | 0.6269 | 0.6473 | 0.6269 | 0.7918 |
104
+ | No log | 1.7667 | 106 | 0.6539 | 0.6361 | 0.6539 | 0.8086 |
105
+ | No log | 1.8 | 108 | 0.6292 | 0.6510 | 0.6292 | 0.7932 |
106
+ | No log | 1.8333 | 110 | 0.6268 | 0.5971 | 0.6268 | 0.7917 |
107
+ | No log | 1.8667 | 112 | 0.6400 | 0.5890 | 0.6400 | 0.8000 |
108
+ | No log | 1.9 | 114 | 0.5909 | 0.6796 | 0.5909 | 0.7687 |
109
+ | No log | 1.9333 | 116 | 0.6191 | 0.6581 | 0.6191 | 0.7868 |
110
+ | No log | 1.9667 | 118 | 0.6218 | 0.6751 | 0.6218 | 0.7885 |
111
+ | No log | 2.0 | 120 | 0.5765 | 0.6456 | 0.5765 | 0.7593 |
112
+ | No log | 2.0333 | 122 | 0.7166 | 0.6324 | 0.7166 | 0.8465 |
113
+ | No log | 2.0667 | 124 | 0.6193 | 0.6203 | 0.6193 | 0.7869 |
114
+ | No log | 2.1 | 126 | 0.5646 | 0.6764 | 0.5646 | 0.7514 |
115
+ | No log | 2.1333 | 128 | 0.6239 | 0.6775 | 0.6239 | 0.7898 |
116
+ | No log | 2.1667 | 130 | 0.5926 | 0.6712 | 0.5926 | 0.7698 |
117
+ | No log | 2.2 | 132 | 0.6233 | 0.6265 | 0.6233 | 0.7895 |
118
+ | No log | 2.2333 | 134 | 0.6579 | 0.5806 | 0.6579 | 0.8111 |
119
+ | No log | 2.2667 | 136 | 0.6457 | 0.6186 | 0.6457 | 0.8036 |
120
+ | No log | 2.3 | 138 | 0.6358 | 0.5833 | 0.6358 | 0.7973 |
121
+ | No log | 2.3333 | 140 | 0.6224 | 0.6184 | 0.6224 | 0.7890 |
122
+ | No log | 2.3667 | 142 | 0.6724 | 0.6253 | 0.6724 | 0.8200 |
123
+ | No log | 2.4 | 144 | 0.6935 | 0.6403 | 0.6935 | 0.8327 |
124
+ | No log | 2.4333 | 146 | 0.6230 | 0.6721 | 0.6230 | 0.7893 |
125
+ | No log | 2.4667 | 148 | 0.5888 | 0.6788 | 0.5888 | 0.7673 |
126
+ | No log | 2.5 | 150 | 0.5786 | 0.6822 | 0.5786 | 0.7607 |
127
+ | No log | 2.5333 | 152 | 0.5865 | 0.6699 | 0.5865 | 0.7658 |
128
+ | No log | 2.5667 | 154 | 0.6917 | 0.5708 | 0.6917 | 0.8317 |
129
+ | No log | 2.6 | 156 | 0.9146 | 0.4624 | 0.9146 | 0.9564 |
130
+ | No log | 2.6333 | 158 | 0.8815 | 0.4378 | 0.8815 | 0.9389 |
131
+ | No log | 2.6667 | 160 | 0.6421 | 0.5696 | 0.6421 | 0.8013 |
132
+ | No log | 2.7 | 162 | 0.6228 | 0.6352 | 0.6228 | 0.7892 |
133
+ | No log | 2.7333 | 164 | 0.7959 | 0.5208 | 0.7959 | 0.8921 |
134
+ | No log | 2.7667 | 166 | 0.7971 | 0.5208 | 0.7971 | 0.8928 |
135
+ | No log | 2.8 | 168 | 0.6065 | 0.6687 | 0.6065 | 0.7788 |
136
+ | No log | 2.8333 | 170 | 0.6140 | 0.5887 | 0.6140 | 0.7836 |
137
+ | No log | 2.8667 | 172 | 0.7094 | 0.5583 | 0.7094 | 0.8422 |
138
+ | No log | 2.9 | 174 | 0.6507 | 0.6062 | 0.6507 | 0.8067 |
139
+ | No log | 2.9333 | 176 | 0.5810 | 0.6622 | 0.5810 | 0.7622 |
140
+ | No log | 2.9667 | 178 | 0.6100 | 0.6921 | 0.6100 | 0.7810 |
141
+ | No log | 3.0 | 180 | 0.6402 | 0.6714 | 0.6402 | 0.8001 |
142
+ | No log | 3.0333 | 182 | 0.7587 | 0.5666 | 0.7587 | 0.8711 |
143
+ | No log | 3.0667 | 184 | 0.8022 | 0.5495 | 0.8022 | 0.8956 |
144
+ | No log | 3.1 | 186 | 0.7126 | 0.5895 | 0.7126 | 0.8442 |
145
+ | No log | 3.1333 | 188 | 0.6276 | 0.6796 | 0.6276 | 0.7922 |
146
+ | No log | 3.1667 | 190 | 0.7148 | 0.5439 | 0.7148 | 0.8455 |
147
+ | No log | 3.2 | 192 | 0.7396 | 0.5439 | 0.7396 | 0.8600 |
148
+ | No log | 3.2333 | 194 | 0.7841 | 0.5318 | 0.7841 | 0.8855 |
149
+ | No log | 3.2667 | 196 | 0.6623 | 0.5614 | 0.6623 | 0.8138 |
150
+ | No log | 3.3 | 198 | 0.5916 | 0.6724 | 0.5916 | 0.7691 |
151
+ | No log | 3.3333 | 200 | 0.6323 | 0.6265 | 0.6323 | 0.7951 |
152
+ | No log | 3.3667 | 202 | 0.6097 | 0.6778 | 0.6097 | 0.7808 |
153
+ | No log | 3.4 | 204 | 0.6270 | 0.6516 | 0.6270 | 0.7919 |
154
+ | No log | 3.4333 | 206 | 0.6577 | 0.6116 | 0.6577 | 0.8110 |
155
+ | No log | 3.4667 | 208 | 0.6113 | 0.6452 | 0.6113 | 0.7819 |
156
+ | No log | 3.5 | 210 | 0.6098 | 0.6788 | 0.6098 | 0.7809 |
157
+ | No log | 3.5333 | 212 | 0.6170 | 0.6762 | 0.6170 | 0.7855 |
158
+ | No log | 3.5667 | 214 | 0.6277 | 0.6575 | 0.6277 | 0.7923 |
159
+ | No log | 3.6 | 216 | 0.6389 | 0.6252 | 0.6389 | 0.7993 |
160
+ | No log | 3.6333 | 218 | 0.6425 | 0.6291 | 0.6425 | 0.8016 |
161
+ | No log | 3.6667 | 220 | 0.6292 | 0.6291 | 0.6292 | 0.7932 |
162
+ | No log | 3.7 | 222 | 0.6024 | 0.6882 | 0.6024 | 0.7762 |
163
+ | No log | 3.7333 | 224 | 0.7485 | 0.5474 | 0.7485 | 0.8652 |
164
+ | No log | 3.7667 | 226 | 0.7615 | 0.5370 | 0.7615 | 0.8726 |
165
+ | No log | 3.8 | 228 | 0.6004 | 0.7323 | 0.6004 | 0.7749 |
166
+ | No log | 3.8333 | 230 | 0.5738 | 0.6936 | 0.5738 | 0.7575 |
167
+ | No log | 3.8667 | 232 | 0.6850 | 0.5842 | 0.6850 | 0.8276 |
168
+ | No log | 3.9 | 234 | 0.7221 | 0.5330 | 0.7221 | 0.8498 |
169
+ | No log | 3.9333 | 236 | 0.6207 | 0.6361 | 0.6207 | 0.7879 |
170
+ | No log | 3.9667 | 238 | 0.5805 | 0.6498 | 0.5805 | 0.7619 |
171
+ | No log | 4.0 | 240 | 0.6006 | 0.6593 | 0.6006 | 0.7750 |
172
+ | No log | 4.0333 | 242 | 0.6234 | 0.5999 | 0.6234 | 0.7895 |
173
+ | No log | 4.0667 | 244 | 0.5936 | 0.6427 | 0.5936 | 0.7704 |
174
+ | No log | 4.1 | 246 | 0.5902 | 0.6664 | 0.5902 | 0.7683 |
175
+ | No log | 4.1333 | 248 | 0.5961 | 0.6664 | 0.5961 | 0.7721 |
176
+ | No log | 4.1667 | 250 | 0.5776 | 0.6753 | 0.5776 | 0.7600 |
177
+ | No log | 4.2 | 252 | 0.6699 | 0.5451 | 0.6699 | 0.8185 |
178
+ | No log | 4.2333 | 254 | 0.7759 | 0.4860 | 0.7759 | 0.8808 |
179
+ | No log | 4.2667 | 256 | 0.6889 | 0.5845 | 0.6889 | 0.8300 |
180
+ | No log | 4.3 | 258 | 0.5801 | 0.6265 | 0.5801 | 0.7617 |
181
+ | No log | 4.3333 | 260 | 0.5349 | 0.6944 | 0.5349 | 0.7314 |
182
+ | No log | 4.3667 | 262 | 0.5364 | 0.6664 | 0.5364 | 0.7324 |
183
+ | No log | 4.4 | 264 | 0.5426 | 0.6772 | 0.5426 | 0.7366 |
184
+ | No log | 4.4333 | 266 | 0.5593 | 0.6507 | 0.5593 | 0.7479 |
185
+ | No log | 4.4667 | 268 | 0.5947 | 0.5862 | 0.5947 | 0.7712 |
186
+ | No log | 4.5 | 270 | 0.5605 | 0.6940 | 0.5605 | 0.7486 |
187
+ | No log | 4.5333 | 272 | 0.5505 | 0.7154 | 0.5505 | 0.7420 |
188
+ | No log | 4.5667 | 274 | 0.5499 | 0.7154 | 0.5499 | 0.7416 |
189
+ | No log | 4.6 | 276 | 0.5634 | 0.6593 | 0.5634 | 0.7506 |
190
+ | No log | 4.6333 | 278 | 0.5670 | 0.6593 | 0.5670 | 0.7530 |
191
+ | No log | 4.6667 | 280 | 0.5639 | 0.6460 | 0.5639 | 0.7509 |
192
+ | No log | 4.7 | 282 | 0.5869 | 0.6664 | 0.5869 | 0.7661 |
193
+ | No log | 4.7333 | 284 | 0.5857 | 0.6655 | 0.5857 | 0.7653 |
194
+ | No log | 4.7667 | 286 | 0.5601 | 0.6857 | 0.5601 | 0.7484 |
195
+ | No log | 4.8 | 288 | 0.6120 | 0.6248 | 0.6120 | 0.7823 |
196
+ | No log | 4.8333 | 290 | 0.6637 | 0.6101 | 0.6637 | 0.8147 |
197
+ | No log | 4.8667 | 292 | 0.5915 | 0.6729 | 0.5915 | 0.7691 |
198
+ | No log | 4.9 | 294 | 0.5467 | 0.7223 | 0.5467 | 0.7394 |
199
+ | No log | 4.9333 | 296 | 0.5533 | 0.6664 | 0.5533 | 0.7439 |
200
+ | No log | 4.9667 | 298 | 0.5937 | 0.6782 | 0.5937 | 0.7705 |
201
+ | No log | 5.0 | 300 | 0.6255 | 0.6807 | 0.6255 | 0.7909 |
202
+ | No log | 5.0333 | 302 | 0.6032 | 0.5913 | 0.6032 | 0.7767 |
203
+ | No log | 5.0667 | 304 | 0.5855 | 0.6097 | 0.5855 | 0.7652 |
204
+ | No log | 5.1 | 306 | 0.6110 | 0.6139 | 0.6110 | 0.7817 |
205
+ | No log | 5.1333 | 308 | 0.5751 | 0.6139 | 0.5751 | 0.7583 |
206
+ | No log | 5.1667 | 310 | 0.5393 | 0.6753 | 0.5393 | 0.7344 |
207
+ | No log | 5.2 | 312 | 0.5931 | 0.6774 | 0.5931 | 0.7701 |
208
+ | No log | 5.2333 | 314 | 0.6212 | 0.6630 | 0.6212 | 0.7881 |
209
+ | No log | 5.2667 | 316 | 0.5573 | 0.6745 | 0.5573 | 0.7465 |
210
+ | No log | 5.3 | 318 | 0.5465 | 0.6753 | 0.5465 | 0.7393 |
211
+ | No log | 5.3333 | 320 | 0.5699 | 0.6165 | 0.5699 | 0.7549 |
212
+ | No log | 5.3667 | 322 | 0.5879 | 0.5949 | 0.5879 | 0.7667 |
213
+ | No log | 5.4 | 324 | 0.5681 | 0.6054 | 0.5681 | 0.7537 |
214
+ | No log | 5.4333 | 326 | 0.5567 | 0.6479 | 0.5567 | 0.7461 |
215
+ | No log | 5.4667 | 328 | 0.5628 | 0.6588 | 0.5628 | 0.7502 |
216
+ | No log | 5.5 | 330 | 0.5347 | 0.6822 | 0.5347 | 0.7312 |
217
+ | No log | 5.5333 | 332 | 0.5327 | 0.6822 | 0.5327 | 0.7299 |
218
+ | No log | 5.5667 | 334 | 0.5503 | 0.6814 | 0.5503 | 0.7418 |
219
+ | No log | 5.6 | 336 | 0.5527 | 0.6814 | 0.5527 | 0.7434 |
220
+ | No log | 5.6333 | 338 | 0.5669 | 0.6320 | 0.5669 | 0.7529 |
221
+ | No log | 5.6667 | 340 | 0.6060 | 0.6143 | 0.6060 | 0.7784 |
222
+ | No log | 5.7 | 342 | 0.6080 | 0.6272 | 0.6080 | 0.7798 |
223
+ | No log | 5.7333 | 344 | 0.5682 | 0.6433 | 0.5682 | 0.7538 |
224
+ | No log | 5.7667 | 346 | 0.5411 | 0.6796 | 0.5411 | 0.7356 |
225
+ | No log | 5.8 | 348 | 0.5360 | 0.6772 | 0.5360 | 0.7321 |
226
+ | No log | 5.8333 | 350 | 0.5474 | 0.7078 | 0.5474 | 0.7398 |
227
+ | No log | 5.8667 | 352 | 0.5875 | 0.6653 | 0.5875 | 0.7665 |
228
+ | No log | 5.9 | 354 | 0.5855 | 0.6653 | 0.5855 | 0.7652 |
229
+ | No log | 5.9333 | 356 | 0.5682 | 0.6049 | 0.5682 | 0.7538 |
230
+ | No log | 5.9667 | 358 | 0.5809 | 0.5759 | 0.5809 | 0.7622 |
231
+ | No log | 6.0 | 360 | 0.5881 | 0.5882 | 0.5881 | 0.7669 |
232
+ | No log | 6.0333 | 362 | 0.5795 | 0.6195 | 0.5795 | 0.7613 |
233
+ | No log | 6.0667 | 364 | 0.5550 | 0.5934 | 0.5550 | 0.7450 |
234
+ | No log | 6.1 | 366 | 0.5559 | 0.6537 | 0.5559 | 0.7456 |
235
+ | No log | 6.1333 | 368 | 0.5583 | 0.6814 | 0.5583 | 0.7472 |
236
+ | No log | 6.1667 | 370 | 0.5500 | 0.6753 | 0.5500 | 0.7417 |
237
+ | No log | 6.2 | 372 | 0.5509 | 0.6593 | 0.5509 | 0.7422 |
238
+ | No log | 6.2333 | 374 | 0.5669 | 0.6368 | 0.5669 | 0.7529 |
239
+ | No log | 6.2667 | 376 | 0.5821 | 0.6344 | 0.5821 | 0.7630 |
240
+ | No log | 6.3 | 378 | 0.5702 | 0.6778 | 0.5702 | 0.7551 |
241
+ | No log | 6.3333 | 380 | 0.5717 | 0.6753 | 0.5717 | 0.7561 |
242
+ | No log | 6.3667 | 382 | 0.6330 | 0.6547 | 0.6330 | 0.7956 |
243
+ | No log | 6.4 | 384 | 0.6299 | 0.6547 | 0.6299 | 0.7937 |
244
+ | No log | 6.4333 | 386 | 0.5857 | 0.6566 | 0.5857 | 0.7653 |
245
+ | No log | 6.4667 | 388 | 0.5725 | 0.6364 | 0.5725 | 0.7567 |
246
+ | No log | 6.5 | 390 | 0.5679 | 0.6932 | 0.5679 | 0.7536 |
247
+ | No log | 6.5333 | 392 | 0.5776 | 0.6872 | 0.5776 | 0.7600 |
248
+ | No log | 6.5667 | 394 | 0.5743 | 0.6908 | 0.5743 | 0.7578 |
249
+ | No log | 6.6 | 396 | 0.5529 | 0.6658 | 0.5529 | 0.7436 |
250
+ | No log | 6.6333 | 398 | 0.6116 | 0.6620 | 0.6116 | 0.7820 |
251
+ | No log | 6.6667 | 400 | 0.6240 | 0.5913 | 0.6240 | 0.7899 |
252
+ | No log | 6.7 | 402 | 0.5788 | 0.6566 | 0.5788 | 0.7608 |
253
+ | No log | 6.7333 | 404 | 0.5722 | 0.6209 | 0.5722 | 0.7564 |
254
+ | No log | 6.7667 | 406 | 0.5823 | 0.6664 | 0.5823 | 0.7631 |
255
+ | No log | 6.8 | 408 | 0.5593 | 0.7034 | 0.5593 | 0.7479 |
256
+ | No log | 6.8333 | 410 | 0.5627 | 0.6234 | 0.5627 | 0.7501 |
257
+ | No log | 6.8667 | 412 | 0.5781 | 0.6533 | 0.5781 | 0.7603 |
258
+ | No log | 6.9 | 414 | 0.5673 | 0.6402 | 0.5673 | 0.7532 |
259
+ | No log | 6.9333 | 416 | 0.5386 | 0.6292 | 0.5386 | 0.7339 |
260
+ | No log | 6.9667 | 418 | 0.5456 | 0.6753 | 0.5456 | 0.7386 |
261
+ | No log | 7.0 | 420 | 0.5682 | 0.6814 | 0.5682 | 0.7538 |
262
+ | No log | 7.0333 | 422 | 0.5770 | 0.6814 | 0.5770 | 0.7596 |
263
+ | No log | 7.0667 | 424 | 0.5743 | 0.6641 | 0.5743 | 0.7578 |
264
+ | No log | 7.1 | 426 | 0.5834 | 0.6753 | 0.5834 | 0.7638 |
265
+ | No log | 7.1333 | 428 | 0.6030 | 0.6479 | 0.6030 | 0.7765 |
266
+ | No log | 7.1667 | 430 | 0.6053 | 0.6196 | 0.6053 | 0.7780 |
267
+ | No log | 7.2 | 432 | 0.6141 | 0.6370 | 0.6141 | 0.7836 |
268
+ | No log | 7.2333 | 434 | 0.6154 | 0.6370 | 0.6154 | 0.7845 |
269
+ | No log | 7.2667 | 436 | 0.6291 | 0.6035 | 0.6291 | 0.7932 |
270
+ | No log | 7.3 | 438 | 0.6092 | 0.6451 | 0.6092 | 0.7805 |
271
+ | No log | 7.3333 | 440 | 0.6057 | 0.6488 | 0.6057 | 0.7783 |
272
+ | No log | 7.3667 | 442 | 0.6162 | 0.6518 | 0.6162 | 0.7850 |
273
+ | No log | 7.4 | 444 | 0.6261 | 0.5394 | 0.6261 | 0.7912 |
274
+ | No log | 7.4333 | 446 | 0.6283 | 0.5426 | 0.6283 | 0.7927 |
275
+ | No log | 7.4667 | 448 | 0.6375 | 0.5549 | 0.6375 | 0.7984 |
276
+ | No log | 7.5 | 450 | 0.6256 | 0.5783 | 0.6256 | 0.7909 |
277
+ | No log | 7.5333 | 452 | 0.6084 | 0.6606 | 0.6084 | 0.7800 |
278
+ | No log | 7.5667 | 454 | 0.6049 | 0.6724 | 0.6049 | 0.7778 |
279
+ | No log | 7.6 | 456 | 0.6023 | 0.6196 | 0.6023 | 0.7761 |
280
+ | No log | 7.6333 | 458 | 0.6021 | 0.6724 | 0.6021 | 0.7760 |
281
+ | No log | 7.6667 | 460 | 0.6276 | 0.6301 | 0.6276 | 0.7922 |
282
+ | No log | 7.7 | 462 | 0.6263 | 0.6094 | 0.6263 | 0.7914 |
283
+ | No log | 7.7333 | 464 | 0.6118 | 0.5758 | 0.6118 | 0.7822 |
284
+ | No log | 7.7667 | 466 | 0.5971 | 0.6196 | 0.5971 | 0.7727 |
285
+ | No log | 7.8 | 468 | 0.5855 | 0.6307 | 0.5855 | 0.7652 |
286
+ | No log | 7.8333 | 470 | 0.5856 | 0.6814 | 0.5856 | 0.7652 |
287
+ | No log | 7.8667 | 472 | 0.5771 | 0.6944 | 0.5771 | 0.7597 |
288
+ | No log | 7.9 | 474 | 0.5662 | 0.6788 | 0.5662 | 0.7524 |
289
+ | No log | 7.9333 | 476 | 0.5900 | 0.6435 | 0.5900 | 0.7681 |
290
+ | No log | 7.9667 | 478 | 0.5856 | 0.6572 | 0.5856 | 0.7653 |
291
+ | No log | 8.0 | 480 | 0.5597 | 0.6237 | 0.5597 | 0.7481 |
292
+ | No log | 8.0333 | 482 | 0.5694 | 0.6706 | 0.5694 | 0.7546 |
293
+ | No log | 8.0667 | 484 | 0.5778 | 0.6387 | 0.5778 | 0.7601 |
294
+ | No log | 8.1 | 486 | 0.5815 | 0.5653 | 0.5815 | 0.7626 |
295
+ | No log | 8.1333 | 488 | 0.5806 | 0.5653 | 0.5806 | 0.7620 |
296
+ | No log | 8.1667 | 490 | 0.5788 | 0.6087 | 0.5788 | 0.7608 |
297
+ | No log | 8.2 | 492 | 0.5647 | 0.6087 | 0.5647 | 0.7515 |
298
+ | No log | 8.2333 | 494 | 0.5596 | 0.6932 | 0.5596 | 0.7480 |
299
+ | No log | 8.2667 | 496 | 0.5642 | 0.6712 | 0.5642 | 0.7511 |
300
+ | No log | 8.3 | 498 | 0.5746 | 0.6814 | 0.5746 | 0.7581 |
301
+ | 0.2735 | 8.3333 | 500 | 0.5782 | 0.6259 | 0.5782 | 0.7604 |
302
+ | 0.2735 | 8.3667 | 502 | 0.5973 | 0.6195 | 0.5973 | 0.7729 |
303
+ | 0.2735 | 8.4 | 504 | 0.5934 | 0.5988 | 0.5934 | 0.7703 |
304
+ | 0.2735 | 8.4333 | 506 | 0.5820 | 0.6186 | 0.5820 | 0.7629 |
305
+ | 0.2735 | 8.4667 | 508 | 0.6054 | 0.6311 | 0.6054 | 0.7781 |
306
+ | 0.2735 | 8.5 | 510 | 0.5990 | 0.6241 | 0.5990 | 0.7739 |
307
+ | 0.2735 | 8.5333 | 512 | 0.5906 | 0.6371 | 0.5906 | 0.7685 |
308
+ | 0.2735 | 8.5667 | 514 | 0.5518 | 0.6672 | 0.5518 | 0.7428 |
309
+ | 0.2735 | 8.6 | 516 | 0.5626 | 0.6708 | 0.5626 | 0.7501 |
310
+ | 0.2735 | 8.6333 | 518 | 0.6484 | 0.5711 | 0.6484 | 0.8053 |
311
+ | 0.2735 | 8.6667 | 520 | 0.6486 | 0.6182 | 0.6486 | 0.8053 |
312
+ | 0.2735 | 8.7 | 522 | 0.5508 | 0.7260 | 0.5508 | 0.7421 |
313
+ | 0.2735 | 8.7333 | 524 | 0.5735 | 0.6805 | 0.5735 | 0.7573 |
314
+ | 0.2735 | 8.7667 | 526 | 0.6072 | 0.6626 | 0.6072 | 0.7792 |
315
+ | 0.2735 | 8.8 | 528 | 0.5839 | 0.6642 | 0.5839 | 0.7641 |
316
+ | 0.2735 | 8.8333 | 530 | 0.5803 | 0.6259 | 0.5803 | 0.7618 |
317
+ | 0.2735 | 8.8667 | 532 | 0.6002 | 0.6526 | 0.6002 | 0.7747 |
318
+ | 0.2735 | 8.9 | 534 | 0.6060 | 0.6087 | 0.6060 | 0.7784 |
319
+ | 0.2735 | 8.9333 | 536 | 0.6439 | 0.5712 | 0.6439 | 0.8024 |
320
+ | 0.2735 | 8.9667 | 538 | 0.6634 | 0.5490 | 0.6634 | 0.8145 |
321
+ | 0.2735 | 9.0 | 540 | 0.6447 | 0.5485 | 0.6447 | 0.8030 |
322
+ | 0.2735 | 9.0333 | 542 | 0.6129 | 0.6196 | 0.6129 | 0.7829 |
323
 
324
 
325
  ### Framework versions