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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task1_organization

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  1. README.md +274 -267
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task1_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0316
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- - Qwk: 0.6710
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- - Mse: 1.0316
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- - Rmse: 1.0157
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  ## Model description
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@@ -49,267 +49,274 @@ 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 | 0.0488 | 2 | 7.1336 | 0.0057 | 7.1336 | 2.6709 |
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- | No log | 0.0976 | 4 | 4.6122 | 0.0769 | 4.6122 | 2.1476 |
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- | No log | 0.1463 | 6 | 3.7443 | -0.0308 | 3.7443 | 1.9350 |
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- | No log | 0.1951 | 8 | 2.4861 | 0.1135 | 2.4861 | 1.5767 |
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- | No log | 0.2439 | 10 | 1.9875 | 0.2295 | 1.9875 | 1.4098 |
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- | No log | 0.2927 | 12 | 1.7723 | 0.1754 | 1.7723 | 1.3313 |
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- | No log | 0.3415 | 14 | 1.6663 | 0.1481 | 1.6663 | 1.2908 |
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- | No log | 0.3902 | 16 | 1.6199 | 0.1947 | 1.6199 | 1.2728 |
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- | No log | 0.4390 | 18 | 1.9429 | 0.2362 | 1.9429 | 1.3939 |
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- | No log | 0.4878 | 20 | 2.8664 | 0.1333 | 2.8664 | 1.6931 |
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- | No log | 0.5366 | 22 | 3.5062 | 0.1257 | 3.5062 | 1.8725 |
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- | No log | 0.5854 | 24 | 2.6286 | 0.1744 | 2.6286 | 1.6213 |
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- | No log | 0.6341 | 26 | 1.4282 | 0.4375 | 1.4282 | 1.1951 |
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- | No log | 0.6829 | 28 | 1.3052 | 0.3697 | 1.3052 | 1.1424 |
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- | No log | 0.7317 | 30 | 1.3239 | 0.3276 | 1.3239 | 1.1506 |
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- | No log | 0.7805 | 32 | 1.3617 | 0.2957 | 1.3617 | 1.1669 |
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- | No log | 0.8293 | 34 | 1.5059 | 0.3810 | 1.5059 | 1.2272 |
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- | No log | 0.8780 | 36 | 1.7262 | 0.3768 | 1.7262 | 1.3139 |
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- | No log | 0.9268 | 38 | 2.1251 | 0.2329 | 2.1251 | 1.4578 |
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- | No log | 0.9756 | 40 | 2.0300 | 0.2695 | 2.0300 | 1.4248 |
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- | No log | 1.0244 | 42 | 1.5413 | 0.3485 | 1.5413 | 1.2415 |
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- | No log | 1.0732 | 44 | 1.1284 | 0.4959 | 1.1284 | 1.0623 |
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- | No log | 1.1220 | 46 | 1.1085 | 0.5124 | 1.1085 | 1.0529 |
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- | No log | 1.1707 | 48 | 1.1311 | 0.5161 | 1.1311 | 1.0635 |
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- | No log | 1.2195 | 50 | 1.3973 | 0.3969 | 1.3973 | 1.1821 |
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- | No log | 1.2683 | 52 | 1.8916 | 0.3448 | 1.8916 | 1.3754 |
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- | No log | 1.3171 | 54 | 1.8666 | 0.3497 | 1.8666 | 1.3662 |
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- | No log | 1.3659 | 56 | 1.7133 | 0.3942 | 1.7133 | 1.3089 |
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- | No log | 1.4146 | 58 | 1.4557 | 0.2602 | 1.4557 | 1.2065 |
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- | No log | 1.4634 | 60 | 1.4147 | 0.3140 | 1.4147 | 1.1894 |
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- | No log | 1.5122 | 62 | 1.3471 | 0.3306 | 1.3471 | 1.1607 |
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- | No log | 1.5610 | 64 | 1.3686 | 0.3810 | 1.3686 | 1.1699 |
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- | No log | 1.6098 | 66 | 1.4897 | 0.4118 | 1.4897 | 1.2205 |
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- | No log | 1.6585 | 68 | 1.3473 | 0.4853 | 1.3473 | 1.1607 |
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- | No log | 1.7073 | 70 | 1.1396 | 0.4806 | 1.1396 | 1.0675 |
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- | No log | 1.7561 | 72 | 1.2023 | 0.5373 | 1.2023 | 1.0965 |
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- | No log | 1.8049 | 74 | 1.5669 | 0.4459 | 1.5669 | 1.2518 |
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- | No log | 1.8537 | 76 | 1.6117 | 0.3586 | 1.6117 | 1.2695 |
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- | No log | 1.9024 | 78 | 1.3060 | 0.5106 | 1.3060 | 1.1428 |
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- | No log | 1.9512 | 80 | 1.1968 | 0.5986 | 1.1968 | 1.0940 |
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- | No log | 2.0 | 82 | 1.0739 | 0.6174 | 1.0739 | 1.0363 |
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- | No log | 2.0488 | 84 | 1.0812 | 0.5714 | 1.0812 | 1.0398 |
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- | No log | 2.0976 | 86 | 1.1572 | 0.5116 | 1.1572 | 1.0757 |
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- | No log | 2.1463 | 88 | 1.0535 | 0.5693 | 1.0535 | 1.0264 |
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- | No log | 2.1951 | 90 | 0.9594 | 0.6573 | 0.9594 | 0.9795 |
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- | No log | 2.2439 | 92 | 0.9353 | 0.6621 | 0.9353 | 0.9671 |
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- | No log | 2.2927 | 94 | 0.9174 | 0.6241 | 0.9174 | 0.9578 |
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- | No log | 2.3415 | 96 | 1.0258 | 0.5693 | 1.0258 | 1.0128 |
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- | No log | 2.3902 | 98 | 0.9678 | 0.6131 | 0.9678 | 0.9838 |
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- | No log | 2.4390 | 100 | 0.8944 | 0.6370 | 0.8944 | 0.9457 |
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- | No log | 2.4878 | 102 | 0.9167 | 0.5891 | 0.9167 | 0.9574 |
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- | No log | 2.5366 | 104 | 0.9861 | 0.5469 | 0.9861 | 0.9930 |
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- | No log | 2.5854 | 106 | 0.9841 | 0.5581 | 0.9841 | 0.9920 |
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- | No log | 2.6341 | 108 | 0.9125 | 0.6107 | 0.9125 | 0.9553 |
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- | No log | 2.6829 | 110 | 0.9035 | 0.6277 | 0.9035 | 0.9505 |
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- | No log | 2.7317 | 112 | 0.9330 | 0.6423 | 0.9330 | 0.9659 |
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- | No log | 2.7805 | 114 | 0.9716 | 0.6324 | 0.9716 | 0.9857 |
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- | No log | 2.8293 | 116 | 0.9921 | 0.6165 | 0.9921 | 0.9960 |
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- | No log | 2.8780 | 118 | 1.0556 | 0.6119 | 1.0556 | 1.0274 |
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- | No log | 2.9268 | 120 | 1.0234 | 0.5736 | 1.0234 | 1.0116 |
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- | No log | 2.9756 | 122 | 1.1251 | 0.5755 | 1.1251 | 1.0607 |
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- | No log | 3.0244 | 124 | 1.2367 | 0.5217 | 1.2367 | 1.1121 |
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- | No log | 3.0732 | 126 | 1.1366 | 0.5985 | 1.1366 | 1.0661 |
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- | No log | 3.1220 | 128 | 1.0455 | 0.6 | 1.0455 | 1.0225 |
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- | No log | 3.1707 | 130 | 1.0317 | 0.5865 | 1.0317 | 1.0158 |
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- | No log | 3.2195 | 132 | 1.0447 | 0.5865 | 1.0447 | 1.0221 |
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- | No log | 3.2683 | 134 | 1.1087 | 0.5755 | 1.1087 | 1.0530 |
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- | No log | 3.3171 | 136 | 1.0366 | 0.6222 | 1.0366 | 1.0181 |
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- | No log | 3.3659 | 138 | 0.9787 | 0.6074 | 0.9787 | 0.9893 |
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- | No log | 3.4146 | 140 | 0.9706 | 0.6131 | 0.9706 | 0.9852 |
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- | No log | 3.4634 | 142 | 0.9435 | 0.6131 | 0.9435 | 0.9713 |
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- | No log | 3.5122 | 144 | 0.8988 | 0.6761 | 0.8988 | 0.9480 |
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- | No log | 3.5610 | 146 | 0.8768 | 0.6809 | 0.8768 | 0.9364 |
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- | No log | 3.6098 | 148 | 0.8480 | 0.7172 | 0.8480 | 0.9209 |
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- | No log | 3.6585 | 150 | 0.8407 | 0.6944 | 0.8407 | 0.9169 |
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- | No log | 3.7073 | 152 | 0.8510 | 0.6853 | 0.8510 | 0.9225 |
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- | No log | 3.7561 | 154 | 0.9122 | 0.6944 | 0.9122 | 0.9551 |
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- | No log | 3.8049 | 156 | 0.9095 | 0.6761 | 0.9095 | 0.9537 |
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- | No log | 3.8537 | 158 | 0.8757 | 0.6761 | 0.8757 | 0.9358 |
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- | No log | 3.9024 | 160 | 0.8892 | 0.6901 | 0.8892 | 0.9429 |
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- | No log | 3.9512 | 162 | 0.9403 | 0.7042 | 0.9403 | 0.9697 |
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- | No log | 4.0 | 164 | 0.9436 | 0.6849 | 0.9436 | 0.9714 |
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- | No log | 4.0488 | 166 | 1.0210 | 0.6443 | 1.0210 | 1.0104 |
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- | No log | 4.0976 | 168 | 1.0117 | 0.6081 | 1.0117 | 1.0059 |
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- | No log | 4.1463 | 170 | 1.0033 | 0.6434 | 1.0033 | 1.0017 |
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- | No log | 4.1951 | 172 | 1.0127 | 0.6154 | 1.0127 | 1.0063 |
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- | No log | 4.2439 | 174 | 1.0148 | 0.5797 | 1.0148 | 1.0074 |
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- | No log | 4.2927 | 176 | 1.0411 | 0.5839 | 1.0411 | 1.0203 |
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- | No log | 4.3415 | 178 | 1.1362 | 0.6111 | 1.1362 | 1.0659 |
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- | No log | 4.3902 | 180 | 1.0831 | 0.6 | 1.0831 | 1.0407 |
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- | No log | 4.4390 | 182 | 1.0603 | 0.5588 | 1.0603 | 1.0297 |
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- | No log | 4.4878 | 184 | 1.0207 | 0.6176 | 1.0207 | 1.0103 |
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- | No log | 4.5366 | 186 | 1.1922 | 0.5255 | 1.1922 | 1.0919 |
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- | No log | 4.5854 | 188 | 1.2691 | 0.5286 | 1.2691 | 1.1266 |
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- | No log | 4.6341 | 190 | 1.0450 | 0.6043 | 1.0450 | 1.0223 |
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- | No log | 4.6829 | 192 | 0.9050 | 0.6479 | 0.9050 | 0.9513 |
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- | No log | 4.7317 | 194 | 0.9253 | 0.6986 | 0.9253 | 0.9619 |
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- | No log | 4.7805 | 196 | 0.9153 | 0.6620 | 0.9153 | 0.9567 |
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- | No log | 4.8293 | 198 | 0.9382 | 0.5985 | 0.9382 | 0.9686 |
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- | No log | 4.8780 | 200 | 0.9592 | 0.6074 | 0.9592 | 0.9794 |
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- | No log | 4.9268 | 202 | 0.9406 | 0.6471 | 0.9406 | 0.9699 |
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- | No log | 4.9756 | 204 | 0.9519 | 0.5649 | 0.9519 | 0.9757 |
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- | No log | 5.0244 | 206 | 0.9302 | 0.6269 | 0.9302 | 0.9645 |
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- | No log | 5.0732 | 208 | 0.9176 | 0.6331 | 0.9176 | 0.9579 |
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- | No log | 5.1220 | 210 | 0.9176 | 0.6370 | 0.9176 | 0.9579 |
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- | No log | 5.1707 | 212 | 0.9074 | 0.6370 | 0.9074 | 0.9526 |
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- | No log | 5.2195 | 214 | 0.8605 | 0.5781 | 0.8605 | 0.9276 |
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- | No log | 5.2683 | 216 | 0.8726 | 0.6 | 0.8726 | 0.9341 |
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- | No log | 5.3171 | 218 | 0.8340 | 0.6364 | 0.8340 | 0.9132 |
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- | No log | 5.3659 | 220 | 0.9174 | 0.6232 | 0.9174 | 0.9578 |
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- | No log | 5.4146 | 222 | 0.9679 | 0.5942 | 0.9679 | 0.9838 |
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- | No log | 5.4634 | 224 | 0.9506 | 0.6043 | 0.9506 | 0.9750 |
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- | No log | 5.5122 | 226 | 0.9781 | 0.6154 | 0.9781 | 0.9890 |
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- | No log | 5.5610 | 228 | 0.9918 | 0.5714 | 0.9918 | 0.9959 |
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- | No log | 5.6098 | 230 | 1.0097 | 0.6029 | 1.0097 | 1.0049 |
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- | No log | 5.6585 | 232 | 1.0440 | 0.5630 | 1.0440 | 1.0218 |
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- | No log | 5.7073 | 234 | 0.9859 | 0.5839 | 0.9859 | 0.9929 |
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- | No log | 5.7561 | 236 | 0.9186 | 0.6712 | 0.9186 | 0.9584 |
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- | No log | 5.8049 | 238 | 0.8999 | 0.7067 | 0.8999 | 0.9486 |
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- | No log | 5.8537 | 240 | 0.8488 | 0.6573 | 0.8488 | 0.9213 |
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- | No log | 5.9024 | 242 | 0.8664 | 0.6667 | 0.8664 | 0.9308 |
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- | No log | 5.9512 | 244 | 0.8879 | 0.6324 | 0.8879 | 0.9423 |
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- | No log | 6.0 | 246 | 0.9189 | 0.6418 | 0.9189 | 0.9586 |
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- | No log | 6.0488 | 248 | 0.9832 | 0.6519 | 0.9832 | 0.9915 |
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- | No log | 6.0976 | 250 | 0.9948 | 0.6338 | 0.9948 | 0.9974 |
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- | No log | 6.1463 | 252 | 0.9612 | 0.6803 | 0.9612 | 0.9804 |
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- | No log | 6.1951 | 254 | 0.9657 | 0.6711 | 0.9657 | 0.9827 |
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- | No log | 6.2439 | 256 | 1.0080 | 0.6533 | 1.0080 | 1.0040 |
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- | No log | 6.2927 | 258 | 1.0072 | 0.6522 | 1.0072 | 1.0036 |
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- | No log | 6.3415 | 260 | 1.0234 | 0.5649 | 1.0234 | 1.0116 |
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- | No log | 6.3902 | 262 | 1.0345 | 0.5496 | 1.0345 | 1.0171 |
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- | No log | 6.4390 | 264 | 1.0102 | 0.5909 | 1.0102 | 1.0051 |
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- | No log | 6.4878 | 266 | 1.0200 | 0.6165 | 1.0200 | 1.0099 |
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- | No log | 6.5366 | 268 | 1.0387 | 0.6232 | 1.0387 | 1.0191 |
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- | No log | 6.5854 | 270 | 0.9902 | 0.6119 | 0.9902 | 0.9951 |
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- | No log | 6.6341 | 272 | 1.0038 | 0.5985 | 1.0038 | 1.0019 |
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- | No log | 6.6829 | 274 | 0.9947 | 0.6143 | 0.9947 | 0.9974 |
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- | No log | 6.7317 | 276 | 0.9763 | 0.6143 | 0.9763 | 0.9881 |
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- | No log | 6.7805 | 278 | 0.9679 | 0.6853 | 0.9679 | 0.9838 |
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- | No log | 6.8293 | 280 | 0.9737 | 0.6667 | 0.9737 | 0.9867 |
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- | No log | 6.8780 | 282 | 0.9392 | 0.6980 | 0.9392 | 0.9691 |
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- | No log | 6.9268 | 284 | 0.9247 | 0.6759 | 0.9247 | 0.9616 |
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- | No log | 6.9756 | 286 | 0.9254 | 0.6528 | 0.9254 | 0.9620 |
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- | No log | 7.0244 | 288 | 0.9442 | 0.6573 | 0.9442 | 0.9717 |
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- | No log | 7.0732 | 290 | 1.0007 | 0.6119 | 1.0007 | 1.0004 |
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- | No log | 7.1220 | 292 | 1.0336 | 0.6119 | 1.0336 | 1.0167 |
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- | No log | 7.1707 | 294 | 1.0164 | 0.6475 | 1.0164 | 1.0082 |
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- | No log | 7.2195 | 296 | 1.0173 | 0.6331 | 1.0173 | 1.0086 |
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- | No log | 7.2683 | 298 | 1.0465 | 0.6 | 1.0465 | 1.0230 |
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- | No log | 7.3171 | 300 | 1.0798 | 0.6043 | 1.0798 | 1.0391 |
202
- | No log | 7.3659 | 302 | 1.1308 | 0.5649 | 1.1308 | 1.0634 |
203
- | No log | 7.4146 | 304 | 1.1749 | 0.5957 | 1.1749 | 1.0839 |
204
- | No log | 7.4634 | 306 | 1.1325 | 0.5882 | 1.1325 | 1.0642 |
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- | No log | 7.5122 | 308 | 1.0716 | 0.5865 | 1.0716 | 1.0352 |
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- | No log | 7.5610 | 310 | 1.0369 | 0.6099 | 1.0369 | 1.0183 |
207
- | No log | 7.6098 | 312 | 1.0338 | 0.625 | 1.0338 | 1.0167 |
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- | No log | 7.6585 | 314 | 1.0946 | 0.6438 | 1.0946 | 1.0462 |
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- | No log | 7.7073 | 316 | 1.0528 | 0.6377 | 1.0528 | 1.0261 |
210
- | No log | 7.7561 | 318 | 1.0131 | 0.6569 | 1.0131 | 1.0065 |
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- | No log | 7.8049 | 320 | 0.9751 | 0.6370 | 0.9751 | 0.9875 |
212
- | No log | 7.8537 | 322 | 0.9585 | 0.6370 | 0.9585 | 0.9790 |
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- | No log | 7.9024 | 324 | 0.9496 | 0.6618 | 0.9496 | 0.9745 |
214
- | No log | 7.9512 | 326 | 0.9499 | 0.6944 | 0.9499 | 0.9746 |
215
- | No log | 8.0 | 328 | 0.9536 | 0.6944 | 0.9536 | 0.9765 |
216
- | No log | 8.0488 | 330 | 0.9703 | 0.7034 | 0.9703 | 0.9850 |
217
- | No log | 8.0976 | 332 | 0.9887 | 0.6667 | 0.9887 | 0.9943 |
218
- | No log | 8.1463 | 334 | 0.9674 | 0.6423 | 0.9674 | 0.9836 |
219
- | No log | 8.1951 | 336 | 0.9559 | 0.6165 | 0.9559 | 0.9777 |
220
- | No log | 8.2439 | 338 | 0.9662 | 0.5692 | 0.9662 | 0.9829 |
221
- | No log | 8.2927 | 340 | 0.9460 | 0.6 | 0.9460 | 0.9726 |
222
- | No log | 8.3415 | 342 | 0.9337 | 0.6324 | 0.9337 | 0.9663 |
223
- | No log | 8.3902 | 344 | 0.9710 | 0.6800 | 0.9710 | 0.9854 |
224
- | No log | 8.4390 | 346 | 0.8864 | 0.6711 | 0.8864 | 0.9415 |
225
- | No log | 8.4878 | 348 | 0.8448 | 0.6853 | 0.8448 | 0.9191 |
226
- | No log | 8.5366 | 350 | 0.8333 | 0.6853 | 0.8333 | 0.9128 |
227
- | No log | 8.5854 | 352 | 0.8284 | 0.6803 | 0.8284 | 0.9102 |
228
- | No log | 8.6341 | 354 | 0.8873 | 0.6892 | 0.8873 | 0.9420 |
229
- | No log | 8.6829 | 356 | 0.9020 | 0.6755 | 0.9020 | 0.9498 |
230
- | No log | 8.7317 | 358 | 0.8135 | 0.6809 | 0.8135 | 0.9019 |
231
- | No log | 8.7805 | 360 | 0.7933 | 0.7042 | 0.7933 | 0.8907 |
232
- | No log | 8.8293 | 362 | 0.7981 | 0.6993 | 0.7981 | 0.8934 |
233
- | No log | 8.8780 | 364 | 0.8502 | 0.6761 | 0.8502 | 0.9220 |
234
- | No log | 8.9268 | 366 | 0.8711 | 0.6667 | 0.8711 | 0.9333 |
235
- | No log | 8.9756 | 368 | 0.9241 | 0.6522 | 0.9241 | 0.9613 |
236
- | No log | 9.0244 | 370 | 1.0153 | 0.6176 | 1.0153 | 1.0076 |
237
- | No log | 9.0732 | 372 | 1.0621 | 0.6014 | 1.0621 | 1.0306 |
238
- | No log | 9.1220 | 374 | 1.0152 | 0.6331 | 1.0152 | 1.0076 |
239
- | No log | 9.1707 | 376 | 0.9783 | 0.6423 | 0.9783 | 0.9891 |
240
- | No log | 9.2195 | 378 | 0.9544 | 0.6667 | 0.9544 | 0.9769 |
241
- | No log | 9.2683 | 380 | 0.9751 | 0.6667 | 0.9751 | 0.9875 |
242
- | No log | 9.3171 | 382 | 0.9622 | 0.6573 | 0.9622 | 0.9809 |
243
- | No log | 9.3659 | 384 | 0.9638 | 0.6056 | 0.9638 | 0.9817 |
244
- | No log | 9.4146 | 386 | 0.9987 | 0.6624 | 0.9987 | 0.9994 |
245
- | No log | 9.4634 | 388 | 0.9903 | 0.6358 | 0.9903 | 0.9951 |
246
- | No log | 9.5122 | 390 | 0.9493 | 0.6122 | 0.9493 | 0.9743 |
247
- | No log | 9.5610 | 392 | 0.9502 | 0.6087 | 0.9502 | 0.9748 |
248
- | No log | 9.6098 | 394 | 0.9734 | 0.6119 | 0.9734 | 0.9866 |
249
- | No log | 9.6585 | 396 | 0.9941 | 0.6324 | 0.9941 | 0.9970 |
250
- | No log | 9.7073 | 398 | 0.9865 | 0.6165 | 0.9865 | 0.9932 |
251
- | No log | 9.7561 | 400 | 0.9937 | 0.5970 | 0.9937 | 0.9968 |
252
- | No log | 9.8049 | 402 | 0.9982 | 0.6260 | 0.9982 | 0.9991 |
253
- | No log | 9.8537 | 404 | 1.0038 | 0.6107 | 1.0038 | 1.0019 |
254
- | No log | 9.9024 | 406 | 1.0780 | 0.5758 | 1.0780 | 1.0383 |
255
- | No log | 9.9512 | 408 | 1.0834 | 0.625 | 1.0834 | 1.0409 |
256
- | No log | 10.0 | 410 | 1.0070 | 0.6483 | 1.0070 | 1.0035 |
257
- | No log | 10.0488 | 412 | 0.9088 | 0.6412 | 0.9088 | 0.9533 |
258
- | No log | 10.0976 | 414 | 0.9067 | 0.6047 | 0.9067 | 0.9522 |
259
- | No log | 10.1463 | 416 | 0.9324 | 0.6154 | 0.9324 | 0.9656 |
260
- | No log | 10.1951 | 418 | 0.9640 | 0.6107 | 0.9640 | 0.9818 |
261
- | No log | 10.2439 | 420 | 1.0286 | 0.6061 | 1.0286 | 1.0142 |
262
- | No log | 10.2927 | 422 | 1.0664 | 0.5891 | 1.0664 | 1.0327 |
263
- | No log | 10.3415 | 424 | 1.0716 | 0.5781 | 1.0716 | 1.0352 |
264
- | No log | 10.3902 | 426 | 1.0314 | 0.5736 | 1.0314 | 1.0156 |
265
- | No log | 10.4390 | 428 | 0.9802 | 0.5954 | 0.9802 | 0.9900 |
266
- | No log | 10.4878 | 430 | 0.9228 | 0.6475 | 0.9228 | 0.9606 |
267
- | No log | 10.5366 | 432 | 0.9109 | 0.6434 | 0.9109 | 0.9544 |
268
- | No log | 10.5854 | 434 | 0.9034 | 0.6434 | 0.9034 | 0.9504 |
269
- | No log | 10.6341 | 436 | 0.9030 | 0.6573 | 0.9030 | 0.9503 |
270
- | No log | 10.6829 | 438 | 0.9401 | 0.6286 | 0.9401 | 0.9696 |
271
- | No log | 10.7317 | 440 | 0.9980 | 0.5821 | 0.9980 | 0.9990 |
272
- | No log | 10.7805 | 442 | 1.0393 | 0.5385 | 1.0393 | 1.0195 |
273
- | No log | 10.8293 | 444 | 1.0716 | 0.5079 | 1.0716 | 1.0352 |
274
- | No log | 10.8780 | 446 | 1.1040 | 0.496 | 1.1040 | 1.0507 |
275
- | No log | 10.9268 | 448 | 1.0499 | 0.5625 | 1.0499 | 1.0247 |
276
- | No log | 10.9756 | 450 | 0.9690 | 0.5821 | 0.9690 | 0.9844 |
277
- | No log | 11.0244 | 452 | 0.9342 | 0.6443 | 0.9342 | 0.9665 |
278
- | No log | 11.0732 | 454 | 0.9196 | 0.6667 | 0.9196 | 0.9590 |
279
- | No log | 11.1220 | 456 | 0.9219 | 0.6309 | 0.9219 | 0.9601 |
280
- | No log | 11.1707 | 458 | 0.9303 | 0.6331 | 0.9303 | 0.9645 |
281
- | No log | 11.2195 | 460 | 0.9391 | 0.6316 | 0.9391 | 0.9690 |
282
- | No log | 11.2683 | 462 | 0.9334 | 0.6260 | 0.9334 | 0.9661 |
283
- | No log | 11.3171 | 464 | 0.9543 | 0.6269 | 0.9543 | 0.9769 |
284
- | No log | 11.3659 | 466 | 0.9649 | 0.6269 | 0.9649 | 0.9823 |
285
- | No log | 11.4146 | 468 | 0.9416 | 0.6269 | 0.9416 | 0.9704 |
286
- | No log | 11.4634 | 470 | 0.9134 | 0.6316 | 0.9134 | 0.9557 |
287
- | No log | 11.5122 | 472 | 0.9468 | 0.6324 | 0.9468 | 0.9731 |
288
- | No log | 11.5610 | 474 | 0.9545 | 0.6074 | 0.9545 | 0.9770 |
289
- | No log | 11.6098 | 476 | 0.9247 | 0.6331 | 0.9247 | 0.9616 |
290
- | No log | 11.6585 | 478 | 0.9690 | 0.6232 | 0.9690 | 0.9844 |
291
- | No log | 11.7073 | 480 | 1.0646 | 0.6275 | 1.0646 | 1.0318 |
292
- | No log | 11.7561 | 482 | 1.0764 | 0.6154 | 1.0764 | 1.0375 |
293
- | No log | 11.8049 | 484 | 0.9914 | 0.5921 | 0.9914 | 0.9957 |
294
- | No log | 11.8537 | 486 | 0.9288 | 0.6429 | 0.9288 | 0.9638 |
295
- | No log | 11.9024 | 488 | 0.9320 | 0.6479 | 0.9320 | 0.9654 |
296
- | No log | 11.9512 | 490 | 0.9548 | 0.6143 | 0.9548 | 0.9772 |
297
- | No log | 12.0 | 492 | 0.9333 | 0.6277 | 0.9333 | 0.9661 |
298
- | No log | 12.0488 | 494 | 0.9103 | 0.6277 | 0.9103 | 0.9541 |
299
- | No log | 12.0976 | 496 | 0.9197 | 0.6165 | 0.9197 | 0.9590 |
300
- | No log | 12.1463 | 498 | 0.9306 | 0.6715 | 0.9306 | 0.9647 |
301
- | 0.3637 | 12.1951 | 500 | 0.9486 | 0.6712 | 0.9486 | 0.9739 |
302
- | 0.3637 | 12.2439 | 502 | 0.9092 | 0.7152 | 0.9092 | 0.9535 |
303
- | 0.3637 | 12.2927 | 504 | 0.8905 | 0.7226 | 0.8905 | 0.9437 |
304
- | 0.3637 | 12.3415 | 506 | 0.9153 | 0.6928 | 0.9153 | 0.9567 |
305
- | 0.3637 | 12.3902 | 508 | 0.9627 | 0.6849 | 0.9627 | 0.9812 |
306
- | 0.3637 | 12.4390 | 510 | 0.9366 | 0.6842 | 0.9366 | 0.9678 |
307
- | 0.3637 | 12.4878 | 512 | 0.8662 | 0.6901 | 0.8662 | 0.9307 |
308
- | 0.3637 | 12.5366 | 514 | 0.8337 | 0.6277 | 0.8337 | 0.9131 |
309
- | 0.3637 | 12.5854 | 516 | 0.8560 | 0.6277 | 0.8560 | 0.9252 |
310
- | 0.3637 | 12.6341 | 518 | 0.8790 | 0.6165 | 0.8790 | 0.9376 |
311
- | 0.3637 | 12.6829 | 520 | 0.9178 | 0.6423 | 0.9178 | 0.9580 |
312
- | 0.3637 | 12.7317 | 522 | 1.0316 | 0.6710 | 1.0316 | 1.0157 |
 
 
 
 
 
 
 
313
 
314
 
315
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task1_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task1_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: 0.8755
19
+ - Qwk: 0.6383
20
+ - Mse: 0.8755
21
+ - Rmse: 0.9357
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0625 | 2 | 7.0123 | 0.0179 | 7.0123 | 2.6481 |
53
+ | No log | 0.125 | 4 | 4.7038 | 0.1004 | 4.7038 | 2.1688 |
54
+ | No log | 0.1875 | 6 | 3.6990 | -0.0106 | 3.6990 | 1.9233 |
55
+ | No log | 0.25 | 8 | 3.3079 | 0.0112 | 3.3079 | 1.8188 |
56
+ | No log | 0.3125 | 10 | 2.1580 | 0.1440 | 2.1580 | 1.4690 |
57
+ | No log | 0.375 | 12 | 2.1646 | 0.1333 | 2.1646 | 1.4712 |
58
+ | No log | 0.4375 | 14 | 2.2284 | -0.0161 | 2.2284 | 1.4928 |
59
+ | No log | 0.5 | 16 | 2.1081 | 0.1071 | 2.1081 | 1.4519 |
60
+ | No log | 0.5625 | 18 | 2.2974 | 0.0310 | 2.2974 | 1.5157 |
61
+ | No log | 0.625 | 20 | 2.2264 | 0.0465 | 2.2264 | 1.4921 |
62
+ | No log | 0.6875 | 22 | 2.1492 | 0.1818 | 2.1492 | 1.4660 |
63
+ | No log | 0.75 | 24 | 1.9889 | 0.2105 | 1.9889 | 1.4103 |
64
+ | No log | 0.8125 | 26 | 2.2608 | 0.1867 | 2.2608 | 1.5036 |
65
+ | No log | 0.875 | 28 | 3.1326 | 0.1809 | 3.1326 | 1.7699 |
66
+ | No log | 0.9375 | 30 | 2.7872 | 0.2000 | 2.7872 | 1.6695 |
67
+ | No log | 1.0 | 32 | 2.0519 | 0.3205 | 2.0519 | 1.4324 |
68
+ | No log | 1.0625 | 34 | 1.6584 | 0.4143 | 1.6584 | 1.2878 |
69
+ | No log | 1.125 | 36 | 1.9036 | 0.3553 | 1.9036 | 1.3797 |
70
+ | No log | 1.1875 | 38 | 2.0013 | 0.3165 | 2.0013 | 1.4147 |
71
+ | No log | 1.25 | 40 | 1.8514 | 0.3067 | 1.8514 | 1.3607 |
72
+ | No log | 1.3125 | 42 | 1.9600 | 0.2763 | 1.9600 | 1.4000 |
73
+ | No log | 1.375 | 44 | 1.7105 | 0.4 | 1.7105 | 1.3079 |
74
+ | No log | 1.4375 | 46 | 1.3155 | 0.5147 | 1.3155 | 1.1469 |
75
+ | No log | 1.5 | 48 | 1.1506 | 0.5113 | 1.1506 | 1.0727 |
76
+ | No log | 1.5625 | 50 | 1.1783 | 0.4923 | 1.1783 | 1.0855 |
77
+ | No log | 1.625 | 52 | 1.0953 | 0.5606 | 1.0953 | 1.0466 |
78
+ | No log | 1.6875 | 54 | 1.0519 | 0.5693 | 1.0519 | 1.0256 |
79
+ | No log | 1.75 | 56 | 1.3216 | 0.5063 | 1.3216 | 1.1496 |
80
+ | No log | 1.8125 | 58 | 1.7801 | 0.4634 | 1.7801 | 1.3342 |
81
+ | No log | 1.875 | 60 | 1.7645 | 0.4762 | 1.7645 | 1.3284 |
82
+ | No log | 1.9375 | 62 | 1.3030 | 0.4755 | 1.3030 | 1.1415 |
83
+ | No log | 2.0 | 64 | 1.0892 | 0.5224 | 1.0892 | 1.0437 |
84
+ | No log | 2.0625 | 66 | 1.1473 | 0.4697 | 1.1473 | 1.0711 |
85
+ | No log | 2.125 | 68 | 1.4841 | 0.4658 | 1.4841 | 1.2182 |
86
+ | No log | 2.1875 | 70 | 1.8211 | 0.3974 | 1.8211 | 1.3495 |
87
+ | No log | 2.25 | 72 | 1.8143 | 0.4151 | 1.8143 | 1.3470 |
88
+ | No log | 2.3125 | 74 | 1.4165 | 0.5753 | 1.4165 | 1.1902 |
89
+ | No log | 2.375 | 76 | 1.1572 | 0.5507 | 1.1572 | 1.0757 |
90
+ | No log | 2.4375 | 78 | 1.2783 | 0.5616 | 1.2783 | 1.1306 |
91
+ | No log | 2.5 | 80 | 1.4077 | 0.5733 | 1.4077 | 1.1865 |
92
+ | No log | 2.5625 | 82 | 1.5114 | 0.5767 | 1.5114 | 1.2294 |
93
+ | No log | 2.625 | 84 | 1.9012 | 0.4536 | 1.9012 | 1.3789 |
94
+ | No log | 2.6875 | 86 | 1.6527 | 0.5492 | 1.6527 | 1.2856 |
95
+ | No log | 2.75 | 88 | 1.4181 | 0.6421 | 1.4181 | 1.1908 |
96
+ | No log | 2.8125 | 90 | 1.5535 | 0.5771 | 1.5535 | 1.2464 |
97
+ | No log | 2.875 | 92 | 1.2551 | 0.6492 | 1.2551 | 1.1203 |
98
+ | No log | 2.9375 | 94 | 1.0830 | 0.6441 | 1.0830 | 1.0407 |
99
+ | No log | 3.0 | 96 | 1.0523 | 0.6471 | 1.0523 | 1.0258 |
100
+ | No log | 3.0625 | 98 | 1.2906 | 0.5829 | 1.2906 | 1.1360 |
101
+ | No log | 3.125 | 100 | 1.7718 | 0.5025 | 1.7718 | 1.3311 |
102
+ | No log | 3.1875 | 102 | 1.6615 | 0.5417 | 1.6615 | 1.2890 |
103
+ | No log | 3.25 | 104 | 1.2306 | 0.6541 | 1.2306 | 1.1093 |
104
+ | No log | 3.3125 | 106 | 1.3251 | 0.4706 | 1.3251 | 1.1511 |
105
+ | No log | 3.375 | 108 | 1.2029 | 0.5039 | 1.2029 | 1.0968 |
106
+ | No log | 3.4375 | 110 | 0.8763 | 0.6377 | 0.8763 | 0.9361 |
107
+ | No log | 3.5 | 112 | 0.9084 | 0.7125 | 0.9084 | 0.9531 |
108
+ | No log | 3.5625 | 114 | 1.1971 | 0.6145 | 1.1971 | 1.0941 |
109
+ | No log | 3.625 | 116 | 1.0396 | 0.6581 | 1.0396 | 1.0196 |
110
+ | No log | 3.6875 | 118 | 0.8148 | 0.6389 | 0.8148 | 0.9027 |
111
+ | No log | 3.75 | 120 | 1.2089 | 0.496 | 1.2089 | 1.0995 |
112
+ | No log | 3.8125 | 122 | 1.3312 | 0.4553 | 1.3312 | 1.1538 |
113
+ | No log | 3.875 | 124 | 1.3064 | 0.4615 | 1.3064 | 1.1430 |
114
+ | No log | 3.9375 | 126 | 1.0610 | 0.5143 | 1.0610 | 1.0300 |
115
+ | No log | 4.0 | 128 | 1.1029 | 0.6225 | 1.1029 | 1.0502 |
116
+ | No log | 4.0625 | 130 | 1.1738 | 0.6380 | 1.1738 | 1.0834 |
117
+ | No log | 4.125 | 132 | 1.1668 | 0.6543 | 1.1668 | 1.0802 |
118
+ | No log | 4.1875 | 134 | 0.9592 | 0.6842 | 0.9592 | 0.9794 |
119
+ | No log | 4.25 | 136 | 0.7209 | 0.72 | 0.7209 | 0.8491 |
120
+ | No log | 4.3125 | 138 | 0.7042 | 0.72 | 0.7042 | 0.8392 |
121
+ | No log | 4.375 | 140 | 0.6279 | 0.7260 | 0.6279 | 0.7924 |
122
+ | No log | 4.4375 | 142 | 0.6065 | 0.7483 | 0.6065 | 0.7788 |
123
+ | No log | 4.5 | 144 | 0.7718 | 0.7027 | 0.7718 | 0.8785 |
124
+ | No log | 4.5625 | 146 | 0.8938 | 0.6883 | 0.8938 | 0.9454 |
125
+ | No log | 4.625 | 148 | 0.8463 | 0.6887 | 0.8463 | 0.9199 |
126
+ | No log | 4.6875 | 150 | 0.7318 | 0.7152 | 0.7318 | 0.8554 |
127
+ | No log | 4.75 | 152 | 0.5972 | 0.8129 | 0.5972 | 0.7728 |
128
+ | No log | 4.8125 | 154 | 0.6712 | 0.8105 | 0.6712 | 0.8193 |
129
+ | No log | 4.875 | 156 | 0.6834 | 0.7792 | 0.6834 | 0.8267 |
130
+ | No log | 4.9375 | 158 | 0.8517 | 0.6892 | 0.8517 | 0.9229 |
131
+ | No log | 5.0 | 160 | 1.2024 | 0.6272 | 1.2024 | 1.0965 |
132
+ | No log | 5.0625 | 162 | 1.2384 | 0.6272 | 1.2384 | 1.1128 |
133
+ | No log | 5.125 | 164 | 1.0433 | 0.6259 | 1.0433 | 1.0214 |
134
+ | No log | 5.1875 | 166 | 0.8852 | 0.6667 | 0.8852 | 0.9409 |
135
+ | No log | 5.25 | 168 | 0.8827 | 0.5873 | 0.8827 | 0.9395 |
136
+ | No log | 5.3125 | 170 | 0.8341 | 0.6308 | 0.8341 | 0.9133 |
137
+ | No log | 5.375 | 172 | 0.8318 | 0.6712 | 0.8318 | 0.9120 |
138
+ | No log | 5.4375 | 174 | 0.9443 | 0.6531 | 0.9443 | 0.9717 |
139
+ | No log | 5.5 | 176 | 0.9229 | 0.6711 | 0.9229 | 0.9607 |
140
+ | No log | 5.5625 | 178 | 0.7529 | 0.7205 | 0.7529 | 0.8677 |
141
+ | No log | 5.625 | 180 | 0.5926 | 0.7771 | 0.5926 | 0.7698 |
142
+ | No log | 5.6875 | 182 | 0.6178 | 0.7730 | 0.6178 | 0.7860 |
143
+ | No log | 5.75 | 184 | 0.6756 | 0.7904 | 0.6756 | 0.8219 |
144
+ | No log | 5.8125 | 186 | 0.8206 | 0.7066 | 0.8206 | 0.9058 |
145
+ | No log | 5.875 | 188 | 0.8712 | 0.6581 | 0.8712 | 0.9334 |
146
+ | No log | 5.9375 | 190 | 0.8798 | 0.6395 | 0.8798 | 0.9380 |
147
+ | No log | 6.0 | 192 | 0.8993 | 0.625 | 0.8993 | 0.9483 |
148
+ | No log | 6.0625 | 194 | 0.9065 | 0.625 | 0.9065 | 0.9521 |
149
+ | No log | 6.125 | 196 | 0.8927 | 0.625 | 0.8927 | 0.9448 |
150
+ | No log | 6.1875 | 198 | 0.8316 | 0.6528 | 0.8316 | 0.9119 |
151
+ | No log | 6.25 | 200 | 0.7784 | 0.6939 | 0.7784 | 0.8823 |
152
+ | No log | 6.3125 | 202 | 0.7027 | 0.7162 | 0.7027 | 0.8383 |
153
+ | No log | 6.375 | 204 | 0.6479 | 0.7248 | 0.6479 | 0.8049 |
154
+ | No log | 6.4375 | 206 | 0.6550 | 0.7578 | 0.6550 | 0.8093 |
155
+ | No log | 6.5 | 208 | 0.7414 | 0.7439 | 0.7414 | 0.8611 |
156
+ | No log | 6.5625 | 210 | 0.6903 | 0.75 | 0.6903 | 0.8308 |
157
+ | No log | 6.625 | 212 | 0.6517 | 0.7467 | 0.6517 | 0.8073 |
158
+ | No log | 6.6875 | 214 | 0.6776 | 0.7451 | 0.6776 | 0.8232 |
159
+ | No log | 6.75 | 216 | 0.7832 | 0.7089 | 0.7832 | 0.8850 |
160
+ | No log | 6.8125 | 218 | 0.7550 | 0.6892 | 0.7550 | 0.8689 |
161
+ | No log | 6.875 | 220 | 0.6687 | 0.7162 | 0.6687 | 0.8178 |
162
+ | No log | 6.9375 | 222 | 0.6307 | 0.7397 | 0.6307 | 0.7942 |
163
+ | No log | 7.0 | 224 | 0.5742 | 0.8 | 0.5742 | 0.7578 |
164
+ | No log | 7.0625 | 226 | 0.5313 | 0.8258 | 0.5313 | 0.7289 |
165
+ | No log | 7.125 | 228 | 0.6033 | 0.75 | 0.6033 | 0.7767 |
166
+ | No log | 7.1875 | 230 | 0.7011 | 0.7485 | 0.7011 | 0.8373 |
167
+ | No log | 7.25 | 232 | 0.6464 | 0.72 | 0.6464 | 0.8040 |
168
+ | No log | 7.3125 | 234 | 0.6473 | 0.7586 | 0.6473 | 0.8046 |
169
+ | No log | 7.375 | 236 | 0.6827 | 0.7832 | 0.6827 | 0.8263 |
170
+ | No log | 7.4375 | 238 | 0.6698 | 0.7273 | 0.6698 | 0.8184 |
171
+ | No log | 7.5 | 240 | 0.7751 | 0.6846 | 0.7751 | 0.8804 |
172
+ | No log | 7.5625 | 242 | 0.9159 | 0.6486 | 0.9159 | 0.9570 |
173
+ | No log | 7.625 | 244 | 0.8113 | 0.6486 | 0.8113 | 0.9007 |
174
+ | No log | 7.6875 | 246 | 0.6310 | 0.7347 | 0.6310 | 0.7944 |
175
+ | No log | 7.75 | 248 | 0.6164 | 0.7703 | 0.6164 | 0.7851 |
176
+ | No log | 7.8125 | 250 | 0.6485 | 0.7632 | 0.6485 | 0.8053 |
177
+ | No log | 7.875 | 252 | 0.8251 | 0.6622 | 0.8251 | 0.9084 |
178
+ | No log | 7.9375 | 254 | 0.8983 | 0.6826 | 0.8983 | 0.9478 |
179
+ | No log | 8.0 | 256 | 0.7980 | 0.7229 | 0.7980 | 0.8933 |
180
+ | No log | 8.0625 | 258 | 0.7337 | 0.7442 | 0.7337 | 0.8566 |
181
+ | No log | 8.125 | 260 | 0.5722 | 0.8101 | 0.5722 | 0.7564 |
182
+ | No log | 8.1875 | 262 | 0.5608 | 0.8205 | 0.5608 | 0.7489 |
183
+ | No log | 8.25 | 264 | 0.5414 | 0.8228 | 0.5414 | 0.7358 |
184
+ | No log | 8.3125 | 266 | 0.6423 | 0.7285 | 0.6423 | 0.8014 |
185
+ | No log | 8.375 | 268 | 0.7541 | 0.6933 | 0.7541 | 0.8684 |
186
+ | No log | 8.4375 | 270 | 0.6955 | 0.6939 | 0.6955 | 0.8339 |
187
+ | No log | 8.5 | 272 | 0.6576 | 0.72 | 0.6576 | 0.8109 |
188
+ | No log | 8.5625 | 274 | 0.6672 | 0.7114 | 0.6672 | 0.8168 |
189
+ | No log | 8.625 | 276 | 0.7182 | 0.7027 | 0.7182 | 0.8475 |
190
+ | No log | 8.6875 | 278 | 0.8125 | 0.6533 | 0.8125 | 0.9014 |
191
+ | No log | 8.75 | 280 | 0.7704 | 0.6962 | 0.7704 | 0.8777 |
192
+ | No log | 8.8125 | 282 | 0.6160 | 0.75 | 0.6160 | 0.7849 |
193
+ | No log | 8.875 | 284 | 0.5851 | 0.76 | 0.5851 | 0.7649 |
194
+ | No log | 8.9375 | 286 | 0.6288 | 0.7324 | 0.6288 | 0.7929 |
195
+ | No log | 9.0 | 288 | 0.7056 | 0.7391 | 0.7056 | 0.8400 |
196
+ | No log | 9.0625 | 290 | 0.7485 | 0.6822 | 0.7485 | 0.8651 |
197
+ | No log | 9.125 | 292 | 0.7634 | 0.6512 | 0.7634 | 0.8737 |
198
+ | No log | 9.1875 | 294 | 0.7859 | 0.6619 | 0.7859 | 0.8865 |
199
+ | No log | 9.25 | 296 | 0.8113 | 0.6331 | 0.8113 | 0.9007 |
200
+ | No log | 9.3125 | 298 | 0.7611 | 0.6619 | 0.7611 | 0.8724 |
201
+ | No log | 9.375 | 300 | 0.7277 | 0.6870 | 0.7277 | 0.8531 |
202
+ | No log | 9.4375 | 302 | 0.7134 | 0.6818 | 0.7134 | 0.8446 |
203
+ | No log | 9.5 | 304 | 0.7698 | 0.6573 | 0.7698 | 0.8774 |
204
+ | No log | 9.5625 | 306 | 0.9381 | 0.6438 | 0.9381 | 0.9686 |
205
+ | No log | 9.625 | 308 | 0.9713 | 0.6577 | 0.9713 | 0.9855 |
206
+ | No log | 9.6875 | 310 | 0.8422 | 0.6099 | 0.8422 | 0.9177 |
207
+ | No log | 9.75 | 312 | 0.6984 | 0.6944 | 0.6984 | 0.8357 |
208
+ | No log | 9.8125 | 314 | 0.5941 | 0.7397 | 0.5941 | 0.7708 |
209
+ | No log | 9.875 | 316 | 0.5176 | 0.8 | 0.5176 | 0.7195 |
210
+ | No log | 9.9375 | 318 | 0.5041 | 0.8153 | 0.5041 | 0.7100 |
211
+ | No log | 10.0 | 320 | 0.5641 | 0.7953 | 0.5641 | 0.7510 |
212
+ | No log | 10.0625 | 322 | 0.5556 | 0.8023 | 0.5556 | 0.7454 |
213
+ | No log | 10.125 | 324 | 0.5286 | 0.8554 | 0.5286 | 0.7270 |
214
+ | No log | 10.1875 | 326 | 0.5229 | 0.8375 | 0.5229 | 0.7231 |
215
+ | No log | 10.25 | 328 | 0.5227 | 0.8375 | 0.5227 | 0.7230 |
216
+ | No log | 10.3125 | 330 | 0.5153 | 0.8101 | 0.5153 | 0.7178 |
217
+ | No log | 10.375 | 332 | 0.5143 | 0.8153 | 0.5143 | 0.7172 |
218
+ | No log | 10.4375 | 334 | 0.5385 | 0.7733 | 0.5385 | 0.7338 |
219
+ | No log | 10.5 | 336 | 0.5641 | 0.7838 | 0.5641 | 0.7511 |
220
+ | No log | 10.5625 | 338 | 0.5841 | 0.7891 | 0.5841 | 0.7642 |
221
+ | No log | 10.625 | 340 | 0.5446 | 0.7895 | 0.5446 | 0.7379 |
222
+ | No log | 10.6875 | 342 | 0.6189 | 0.7632 | 0.6189 | 0.7867 |
223
+ | No log | 10.75 | 344 | 0.7411 | 0.6531 | 0.7411 | 0.8609 |
224
+ | No log | 10.8125 | 346 | 0.6793 | 0.7162 | 0.6793 | 0.8242 |
225
+ | No log | 10.875 | 348 | 0.5851 | 0.7619 | 0.5851 | 0.7649 |
226
+ | No log | 10.9375 | 350 | 0.5870 | 0.7651 | 0.5870 | 0.7661 |
227
+ | No log | 11.0 | 352 | 0.6655 | 0.75 | 0.6655 | 0.8158 |
228
+ | No log | 11.0625 | 354 | 0.6537 | 0.7692 | 0.6537 | 0.8085 |
229
+ | No log | 11.125 | 356 | 0.6393 | 0.7722 | 0.6393 | 0.7996 |
230
+ | No log | 11.1875 | 358 | 0.6278 | 0.7722 | 0.6278 | 0.7923 |
231
+ | No log | 11.25 | 360 | 0.5916 | 0.7898 | 0.5916 | 0.7692 |
232
+ | No log | 11.3125 | 362 | 0.5800 | 0.7947 | 0.5800 | 0.7616 |
233
+ | No log | 11.375 | 364 | 0.5769 | 0.8182 | 0.5769 | 0.7596 |
234
+ | No log | 11.4375 | 366 | 0.5685 | 0.7974 | 0.5685 | 0.7540 |
235
+ | No log | 11.5 | 368 | 0.5503 | 0.7947 | 0.5503 | 0.7418 |
236
+ | No log | 11.5625 | 370 | 0.5571 | 0.7949 | 0.5571 | 0.7464 |
237
+ | No log | 11.625 | 372 | 0.5931 | 0.7879 | 0.5931 | 0.7701 |
238
+ | No log | 11.6875 | 374 | 0.5719 | 0.7901 | 0.5719 | 0.7563 |
239
+ | No log | 11.75 | 376 | 0.5606 | 0.7949 | 0.5606 | 0.7487 |
240
+ | No log | 11.8125 | 378 | 0.6158 | 0.7517 | 0.6158 | 0.7847 |
241
+ | No log | 11.875 | 380 | 0.6796 | 0.7310 | 0.6796 | 0.8244 |
242
+ | No log | 11.9375 | 382 | 0.7104 | 0.7183 | 0.7104 | 0.8429 |
243
+ | No log | 12.0 | 384 | 0.7482 | 0.6849 | 0.7482 | 0.8650 |
244
+ | No log | 12.0625 | 386 | 0.7496 | 0.6849 | 0.7496 | 0.8658 |
245
+ | No log | 12.125 | 388 | 0.6984 | 0.7383 | 0.6984 | 0.8357 |
246
+ | No log | 12.1875 | 390 | 0.6392 | 0.7347 | 0.6392 | 0.7995 |
247
+ | No log | 12.25 | 392 | 0.6091 | 0.7838 | 0.6091 | 0.7804 |
248
+ | No log | 12.3125 | 394 | 0.5896 | 0.8133 | 0.5896 | 0.7679 |
249
+ | No log | 12.375 | 396 | 0.5728 | 0.7867 | 0.5728 | 0.7568 |
250
+ | No log | 12.4375 | 398 | 0.6036 | 0.7651 | 0.6036 | 0.7769 |
251
+ | No log | 12.5 | 400 | 0.6410 | 0.7651 | 0.6410 | 0.8006 |
252
+ | No log | 12.5625 | 402 | 0.7169 | 0.7114 | 0.7169 | 0.8467 |
253
+ | No log | 12.625 | 404 | 0.8424 | 0.6351 | 0.8424 | 0.9178 |
254
+ | No log | 12.6875 | 406 | 0.8531 | 0.625 | 0.8531 | 0.9237 |
255
+ | No log | 12.75 | 408 | 0.8188 | 0.6475 | 0.8188 | 0.9049 |
256
+ | No log | 12.8125 | 410 | 0.7860 | 0.6715 | 0.7860 | 0.8866 |
257
+ | No log | 12.875 | 412 | 0.7431 | 0.7050 | 0.7431 | 0.8620 |
258
+ | No log | 12.9375 | 414 | 0.7105 | 0.6906 | 0.7105 | 0.8429 |
259
+ | No log | 13.0 | 416 | 0.7771 | 0.6667 | 0.7771 | 0.8815 |
260
+ | No log | 13.0625 | 418 | 0.9043 | 0.6538 | 0.9043 | 0.9509 |
261
+ | No log | 13.125 | 420 | 0.8511 | 0.6438 | 0.8511 | 0.9225 |
262
+ | No log | 13.1875 | 422 | 0.6864 | 0.7310 | 0.6864 | 0.8285 |
263
+ | No log | 13.25 | 424 | 0.6726 | 0.7612 | 0.6726 | 0.8201 |
264
+ | No log | 13.3125 | 426 | 0.7659 | 0.6818 | 0.7659 | 0.8751 |
265
+ | No log | 13.375 | 428 | 0.7739 | 0.6970 | 0.7739 | 0.8797 |
266
+ | No log | 13.4375 | 430 | 0.7353 | 0.7023 | 0.7353 | 0.8575 |
267
+ | No log | 13.5 | 432 | 0.8148 | 0.6434 | 0.8148 | 0.9026 |
268
+ | No log | 13.5625 | 434 | 0.9525 | 0.6622 | 0.9525 | 0.9760 |
269
+ | No log | 13.625 | 436 | 0.9603 | 0.6622 | 0.9603 | 0.9800 |
270
+ | No log | 13.6875 | 438 | 0.8158 | 0.6483 | 0.8158 | 0.9032 |
271
+ | No log | 13.75 | 440 | 0.6627 | 0.7347 | 0.6627 | 0.8141 |
272
+ | No log | 13.8125 | 442 | 0.5871 | 0.7483 | 0.5871 | 0.7662 |
273
+ | No log | 13.875 | 444 | 0.5893 | 0.8054 | 0.5893 | 0.7676 |
274
+ | No log | 13.9375 | 446 | 0.5916 | 0.7973 | 0.5916 | 0.7692 |
275
+ | No log | 14.0 | 448 | 0.6403 | 0.7260 | 0.6403 | 0.8002 |
276
+ | No log | 14.0625 | 450 | 0.7580 | 0.7020 | 0.7580 | 0.8706 |
277
+ | No log | 14.125 | 452 | 0.8580 | 0.6622 | 0.8580 | 0.9263 |
278
+ | No log | 14.1875 | 454 | 0.8282 | 0.6483 | 0.8282 | 0.9101 |
279
+ | No log | 14.25 | 456 | 0.7274 | 0.6525 | 0.7274 | 0.8529 |
280
+ | No log | 14.3125 | 458 | 0.6860 | 0.7133 | 0.6860 | 0.8282 |
281
+ | No log | 14.375 | 460 | 0.6779 | 0.7172 | 0.6779 | 0.8233 |
282
+ | No log | 14.4375 | 462 | 0.7374 | 0.6849 | 0.7374 | 0.8587 |
283
+ | No log | 14.5 | 464 | 0.7474 | 0.6759 | 0.7474 | 0.8645 |
284
+ | No log | 14.5625 | 466 | 0.7507 | 0.6383 | 0.7507 | 0.8664 |
285
+ | No log | 14.625 | 468 | 0.7331 | 0.6475 | 0.7331 | 0.8562 |
286
+ | No log | 14.6875 | 470 | 0.7361 | 0.6571 | 0.7361 | 0.8580 |
287
+ | No log | 14.75 | 472 | 0.7826 | 0.6232 | 0.7826 | 0.8847 |
288
+ | No log | 14.8125 | 474 | 0.8004 | 0.5985 | 0.8004 | 0.8946 |
289
+ | No log | 14.875 | 476 | 0.8072 | 0.5942 | 0.8072 | 0.8984 |
290
+ | No log | 14.9375 | 478 | 0.8391 | 0.6043 | 0.8391 | 0.9160 |
291
+ | No log | 15.0 | 480 | 0.9040 | 0.6187 | 0.9040 | 0.9508 |
292
+ | No log | 15.0625 | 482 | 0.8931 | 0.6338 | 0.8931 | 0.9450 |
293
+ | No log | 15.125 | 484 | 0.8384 | 0.6294 | 0.8384 | 0.9156 |
294
+ | No log | 15.1875 | 486 | 0.9065 | 0.6623 | 0.9065 | 0.9521 |
295
+ | No log | 15.25 | 488 | 0.9993 | 0.6957 | 0.9993 | 0.9997 |
296
+ | No log | 15.3125 | 490 | 0.9697 | 0.6883 | 0.9697 | 0.9847 |
297
+ | No log | 15.375 | 492 | 0.8811 | 0.6294 | 0.8811 | 0.9387 |
298
+ | No log | 15.4375 | 494 | 0.7444 | 0.6806 | 0.7444 | 0.8628 |
299
+ | No log | 15.5 | 496 | 0.7063 | 0.6912 | 0.7063 | 0.8404 |
300
+ | No log | 15.5625 | 498 | 0.7462 | 0.6615 | 0.7462 | 0.8638 |
301
+ | 0.3625 | 15.625 | 500 | 0.7510 | 0.6667 | 0.7510 | 0.8666 |
302
+ | 0.3625 | 15.6875 | 502 | 0.7727 | 0.6761 | 0.7727 | 0.8790 |
303
+ | 0.3625 | 15.75 | 504 | 0.8265 | 0.6479 | 0.8265 | 0.9091 |
304
+ | 0.3625 | 15.8125 | 506 | 0.7900 | 0.6479 | 0.7900 | 0.8888 |
305
+ | 0.3625 | 15.875 | 508 | 0.7070 | 0.6944 | 0.7070 | 0.8409 |
306
+ | 0.3625 | 15.9375 | 510 | 0.6880 | 0.6901 | 0.6880 | 0.8295 |
307
+ | 0.3625 | 16.0 | 512 | 0.7204 | 0.6950 | 0.7204 | 0.8488 |
308
+ | 0.3625 | 16.0625 | 514 | 0.7746 | 0.6620 | 0.7746 | 0.8801 |
309
+ | 0.3625 | 16.125 | 516 | 0.7944 | 0.6525 | 0.7944 | 0.8913 |
310
+ | 0.3625 | 16.1875 | 518 | 0.7595 | 0.6571 | 0.7595 | 0.8715 |
311
+ | 0.3625 | 16.25 | 520 | 0.7365 | 0.6713 | 0.7365 | 0.8582 |
312
+ | 0.3625 | 16.3125 | 522 | 0.7355 | 0.6713 | 0.7355 | 0.8576 |
313
+ | 0.3625 | 16.375 | 524 | 0.7035 | 0.7083 | 0.7035 | 0.8387 |
314
+ | 0.3625 | 16.4375 | 526 | 0.7163 | 0.7083 | 0.7163 | 0.8464 |
315
+ | 0.3625 | 16.5 | 528 | 0.7997 | 0.6620 | 0.7997 | 0.8943 |
316
+ | 0.3625 | 16.5625 | 530 | 0.8677 | 0.6383 | 0.8677 | 0.9315 |
317
+ | 0.3625 | 16.625 | 532 | 0.8538 | 0.6383 | 0.8538 | 0.9240 |
318
+ | 0.3625 | 16.6875 | 534 | 0.8818 | 0.6383 | 0.8818 | 0.9390 |
319
+ | 0.3625 | 16.75 | 536 | 0.8755 | 0.6383 | 0.8755 | 0.9357 |
320
 
321
 
322
  ### Framework versions
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