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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_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: 0.7458
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- - Qwk: 0.5717
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- - Mse: 0.7458
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- - Rmse: 0.8636
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  ## Model description
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@@ -49,266 +49,345 @@ 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 | 0.0714 | 2 | 3.9539 | -0.0232 | 3.9539 | 1.9885 |
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- | No log | 0.1429 | 4 | 2.4245 | -0.0512 | 2.4245 | 1.5571 |
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- | No log | 0.2143 | 6 | 1.4652 | -0.0078 | 1.4652 | 1.2105 |
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- | No log | 0.2857 | 8 | 1.2644 | 0.1085 | 1.2644 | 1.1245 |
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- | No log | 0.3571 | 10 | 1.2405 | 0.1261 | 1.2405 | 1.1138 |
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- | No log | 0.4286 | 12 | 1.0768 | 0.3439 | 1.0768 | 1.0377 |
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- | No log | 0.5 | 14 | 1.3773 | -0.0148 | 1.3773 | 1.1736 |
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- | No log | 0.5714 | 16 | 1.6018 | 0.0389 | 1.6018 | 1.2656 |
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- | No log | 0.6429 | 18 | 1.4021 | -0.0328 | 1.4021 | 1.1841 |
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- | No log | 0.7143 | 20 | 1.0623 | 0.2341 | 1.0623 | 1.0307 |
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- | No log | 0.7857 | 22 | 0.9946 | 0.1601 | 0.9946 | 0.9973 |
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- | No log | 0.8571 | 24 | 0.9912 | 0.3025 | 0.9912 | 0.9956 |
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- | No log | 0.9286 | 26 | 0.9989 | 0.3730 | 0.9989 | 0.9994 |
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- | No log | 1.0 | 28 | 1.0475 | 0.2221 | 1.0475 | 1.0235 |
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- | No log | 1.0714 | 30 | 1.0726 | 0.1752 | 1.0726 | 1.0357 |
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- | No log | 1.1429 | 32 | 1.0677 | 0.1333 | 1.0677 | 1.0333 |
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- | No log | 1.2143 | 34 | 1.0794 | 0.1752 | 1.0794 | 1.0389 |
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- | No log | 1.2857 | 36 | 1.0397 | 0.1333 | 1.0397 | 1.0197 |
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- | No log | 1.3571 | 38 | 1.0907 | 0.2465 | 1.0907 | 1.0444 |
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- | No log | 1.4286 | 40 | 1.2004 | 0.1738 | 1.2004 | 1.0956 |
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- | No log | 1.5 | 42 | 1.0882 | 0.2343 | 1.0882 | 1.0432 |
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- | No log | 1.5714 | 44 | 0.9470 | 0.2316 | 0.9470 | 0.9732 |
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- | No log | 1.6429 | 46 | 0.9356 | 0.3528 | 0.9356 | 0.9673 |
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- | No log | 1.7143 | 48 | 0.9707 | 0.2503 | 0.9707 | 0.9853 |
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- | No log | 1.7857 | 50 | 1.0179 | 0.3028 | 1.0179 | 1.0089 |
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- | No log | 1.8571 | 52 | 1.0388 | 0.3107 | 1.0388 | 1.0192 |
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- | No log | 1.9286 | 54 | 1.0884 | 0.3056 | 1.0884 | 1.0432 |
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- | No log | 2.0 | 56 | 1.0058 | 0.3217 | 1.0058 | 1.0029 |
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- | No log | 2.0714 | 58 | 0.9055 | 0.2572 | 0.9055 | 0.9516 |
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- | No log | 2.1429 | 60 | 0.9619 | 0.4192 | 0.9619 | 0.9808 |
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- | No log | 2.2143 | 62 | 0.9481 | 0.3663 | 0.9481 | 0.9737 |
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- | No log | 2.2857 | 64 | 0.9204 | 0.2986 | 0.9204 | 0.9594 |
84
- | No log | 2.3571 | 66 | 0.9143 | 0.3067 | 0.9143 | 0.9562 |
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- | No log | 2.4286 | 68 | 0.9968 | 0.3844 | 0.9968 | 0.9984 |
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- | No log | 2.5 | 70 | 1.0137 | 0.3809 | 1.0137 | 1.0068 |
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- | No log | 2.5714 | 72 | 0.9621 | 0.4435 | 0.9621 | 0.9809 |
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- | No log | 2.6429 | 74 | 1.1374 | 0.4578 | 1.1374 | 1.0665 |
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- | No log | 2.7143 | 76 | 1.1673 | 0.4592 | 1.1673 | 1.0804 |
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- | No log | 2.7857 | 78 | 1.0311 | 0.4744 | 1.0311 | 1.0154 |
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- | No log | 2.8571 | 80 | 0.9612 | 0.4833 | 0.9612 | 0.9804 |
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- | No log | 2.9286 | 82 | 1.0207 | 0.4136 | 1.0207 | 1.0103 |
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- | No log | 3.0 | 84 | 0.9844 | 0.4672 | 0.9844 | 0.9922 |
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- | No log | 3.0714 | 86 | 0.9249 | 0.4138 | 0.9249 | 0.9617 |
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- | No log | 3.1429 | 88 | 0.9089 | 0.4181 | 0.9089 | 0.9534 |
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- | No log | 3.2143 | 90 | 0.9463 | 0.4034 | 0.9463 | 0.9728 |
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- | No log | 3.2857 | 92 | 0.9287 | 0.4006 | 0.9287 | 0.9637 |
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- | No log | 3.3571 | 94 | 0.8903 | 0.3521 | 0.8903 | 0.9435 |
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- | No log | 3.4286 | 96 | 0.8859 | 0.4076 | 0.8859 | 0.9412 |
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- | No log | 3.5 | 98 | 0.8773 | 0.4770 | 0.8773 | 0.9367 |
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- | No log | 3.5714 | 100 | 0.8774 | 0.4766 | 0.8774 | 0.9367 |
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- | No log | 3.6429 | 102 | 0.9068 | 0.5086 | 0.9068 | 0.9523 |
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- | No log | 3.7143 | 104 | 0.9172 | 0.4458 | 0.9172 | 0.9577 |
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- | No log | 3.7857 | 106 | 0.9156 | 0.4747 | 0.9156 | 0.9569 |
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- | No log | 3.8571 | 108 | 0.9013 | 0.5290 | 0.9013 | 0.9494 |
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- | No log | 3.9286 | 110 | 1.0932 | 0.4547 | 1.0932 | 1.0456 |
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- | No log | 4.0 | 112 | 1.1948 | 0.3792 | 1.1948 | 1.0931 |
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- | No log | 4.0714 | 114 | 1.0372 | 0.5048 | 1.0372 | 1.0184 |
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- | No log | 4.1429 | 116 | 0.8619 | 0.5806 | 0.8619 | 0.9284 |
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- | No log | 4.2143 | 118 | 1.0057 | 0.4013 | 1.0057 | 1.0028 |
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- | No log | 4.2857 | 120 | 0.9879 | 0.4118 | 0.9879 | 0.9939 |
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- | No log | 4.3571 | 122 | 0.8434 | 0.3843 | 0.8434 | 0.9184 |
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- | No log | 4.4286 | 124 | 0.7727 | 0.5346 | 0.7727 | 0.8791 |
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- | No log | 4.5 | 126 | 0.7704 | 0.5746 | 0.7704 | 0.8777 |
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- | No log | 4.5714 | 128 | 0.8005 | 0.5412 | 0.8005 | 0.8947 |
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- | No log | 4.6429 | 130 | 0.7824 | 0.5859 | 0.7824 | 0.8845 |
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- | No log | 4.7143 | 132 | 0.8463 | 0.4480 | 0.8463 | 0.9199 |
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- | No log | 4.7857 | 134 | 0.8596 | 0.4590 | 0.8596 | 0.9271 |
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- | No log | 4.8571 | 136 | 0.7894 | 0.6046 | 0.7894 | 0.8885 |
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- | No log | 4.9286 | 138 | 0.8493 | 0.5518 | 0.8493 | 0.9216 |
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- | No log | 5.0 | 140 | 0.8850 | 0.5726 | 0.8850 | 0.9407 |
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- | No log | 5.0714 | 142 | 0.8480 | 0.5523 | 0.8480 | 0.9208 |
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- | No log | 5.1429 | 144 | 0.8924 | 0.4125 | 0.8924 | 0.9447 |
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- | No log | 5.2143 | 146 | 0.9788 | 0.4334 | 0.9788 | 0.9893 |
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- | No log | 5.2857 | 148 | 0.9531 | 0.3735 | 0.9531 | 0.9763 |
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- | No log | 5.3571 | 150 | 0.9534 | 0.4171 | 0.9534 | 0.9764 |
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- | No log | 5.4286 | 152 | 0.9423 | 0.4543 | 0.9423 | 0.9707 |
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- | No log | 5.5 | 154 | 0.9392 | 0.4181 | 0.9392 | 0.9691 |
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- | No log | 5.5714 | 156 | 0.9582 | 0.4386 | 0.9582 | 0.9789 |
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- | No log | 5.6429 | 158 | 0.8330 | 0.5093 | 0.8330 | 0.9127 |
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- | No log | 5.7143 | 160 | 0.8001 | 0.5188 | 0.8001 | 0.8945 |
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- | No log | 5.7857 | 162 | 0.8226 | 0.4962 | 0.8226 | 0.9070 |
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- | No log | 5.8571 | 164 | 0.7613 | 0.4923 | 0.7613 | 0.8725 |
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- | No log | 5.9286 | 166 | 0.7455 | 0.5361 | 0.7455 | 0.8634 |
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- | No log | 6.0 | 168 | 0.7505 | 0.5346 | 0.7505 | 0.8663 |
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- | No log | 6.0714 | 170 | 0.7688 | 0.5093 | 0.7688 | 0.8768 |
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- | No log | 6.1429 | 172 | 0.7453 | 0.5346 | 0.7453 | 0.8633 |
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- | No log | 6.2143 | 174 | 0.7305 | 0.5234 | 0.7305 | 0.8547 |
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- | No log | 6.2857 | 176 | 0.7501 | 0.5606 | 0.7501 | 0.8661 |
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- | No log | 6.3571 | 178 | 0.8473 | 0.5729 | 0.8473 | 0.9205 |
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- | No log | 6.4286 | 180 | 0.8441 | 0.5835 | 0.8441 | 0.9187 |
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- | No log | 6.5 | 182 | 0.7560 | 0.5261 | 0.7560 | 0.8695 |
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- | No log | 6.5714 | 184 | 0.8293 | 0.4388 | 0.8293 | 0.9107 |
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- | No log | 6.6429 | 186 | 0.8230 | 0.4388 | 0.8230 | 0.9072 |
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- | No log | 6.7143 | 188 | 0.7524 | 0.5361 | 0.7524 | 0.8674 |
146
- | No log | 6.7857 | 190 | 0.8168 | 0.4529 | 0.8168 | 0.9038 |
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- | No log | 6.8571 | 192 | 0.8288 | 0.5462 | 0.8288 | 0.9104 |
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- | No log | 6.9286 | 194 | 0.7712 | 0.5435 | 0.7712 | 0.8782 |
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- | No log | 7.0 | 196 | 0.7368 | 0.6278 | 0.7368 | 0.8584 |
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- | No log | 7.0714 | 198 | 0.7158 | 0.5979 | 0.7158 | 0.8460 |
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- | No log | 7.1429 | 200 | 0.7137 | 0.5722 | 0.7137 | 0.8448 |
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- | No log | 7.2143 | 202 | 0.7145 | 0.5614 | 0.7145 | 0.8453 |
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- | No log | 7.2857 | 204 | 0.7051 | 0.5648 | 0.7051 | 0.8397 |
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- | No log | 7.3571 | 206 | 0.7168 | 0.5523 | 0.7168 | 0.8466 |
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- | No log | 7.4286 | 208 | 0.7190 | 0.5721 | 0.7190 | 0.8479 |
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- | No log | 7.5 | 210 | 0.7365 | 0.4853 | 0.7365 | 0.8582 |
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- | No log | 7.5714 | 212 | 0.7536 | 0.5482 | 0.7536 | 0.8681 |
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- | No log | 7.6429 | 214 | 0.7051 | 0.5304 | 0.7051 | 0.8397 |
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- | No log | 7.7143 | 216 | 0.7144 | 0.6393 | 0.7144 | 0.8452 |
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- | No log | 7.7857 | 218 | 0.8613 | 0.6043 | 0.8613 | 0.9281 |
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- | No log | 7.8571 | 220 | 0.9266 | 0.5647 | 0.9266 | 0.9626 |
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- | No log | 7.9286 | 222 | 0.8327 | 0.6263 | 0.8327 | 0.9125 |
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- | No log | 8.0 | 224 | 0.7742 | 0.5685 | 0.7742 | 0.8799 |
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- | No log | 8.0714 | 226 | 0.8119 | 0.4933 | 0.8119 | 0.9011 |
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- | No log | 8.1429 | 228 | 0.8067 | 0.5234 | 0.8067 | 0.8982 |
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- | No log | 8.2143 | 230 | 0.7272 | 0.5213 | 0.7272 | 0.8528 |
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- | No log | 8.2857 | 232 | 0.7204 | 0.5635 | 0.7204 | 0.8488 |
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- | No log | 8.3571 | 234 | 0.7335 | 0.4826 | 0.7335 | 0.8564 |
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- | No log | 8.4286 | 236 | 0.6998 | 0.5622 | 0.6998 | 0.8365 |
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- | No log | 8.5 | 238 | 0.7363 | 0.5197 | 0.7363 | 0.8581 |
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- | No log | 8.5714 | 240 | 0.7410 | 0.5410 | 0.7410 | 0.8608 |
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- | No log | 8.6429 | 242 | 0.6956 | 0.5463 | 0.6956 | 0.8340 |
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- | No log | 8.7143 | 244 | 0.7024 | 0.5724 | 0.7024 | 0.8381 |
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- | No log | 8.7857 | 246 | 0.7172 | 0.5703 | 0.7172 | 0.8469 |
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- | No log | 8.8571 | 248 | 0.7103 | 0.5463 | 0.7103 | 0.8428 |
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- | No log | 8.9286 | 250 | 0.7268 | 0.5522 | 0.7268 | 0.8525 |
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- | No log | 9.0 | 252 | 0.7213 | 0.4975 | 0.7213 | 0.8493 |
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- | No log | 9.0714 | 254 | 0.7445 | 0.5622 | 0.7445 | 0.8628 |
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- | No log | 9.1429 | 256 | 0.8301 | 0.4864 | 0.8301 | 0.9111 |
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- | No log | 9.2143 | 258 | 0.8473 | 0.5011 | 0.8473 | 0.9205 |
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- | No log | 9.2857 | 260 | 0.7936 | 0.4691 | 0.7936 | 0.8908 |
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- | No log | 9.3571 | 262 | 0.7883 | 0.4741 | 0.7883 | 0.8879 |
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- | No log | 9.4286 | 264 | 0.7922 | 0.4755 | 0.7922 | 0.8900 |
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- | No log | 9.5 | 266 | 0.7921 | 0.5343 | 0.7921 | 0.8900 |
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- | No log | 9.5714 | 268 | 0.7909 | 0.4546 | 0.7909 | 0.8893 |
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- | No log | 9.6429 | 270 | 0.7807 | 0.5913 | 0.7807 | 0.8836 |
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- | No log | 9.7143 | 272 | 0.7545 | 0.5701 | 0.7545 | 0.8686 |
188
- | No log | 9.7857 | 274 | 0.7325 | 0.5820 | 0.7325 | 0.8558 |
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- | No log | 9.8571 | 276 | 0.7157 | 0.5614 | 0.7157 | 0.8460 |
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- | No log | 9.9286 | 278 | 0.7095 | 0.5614 | 0.7095 | 0.8423 |
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- | No log | 10.0 | 280 | 0.7154 | 0.5635 | 0.7154 | 0.8458 |
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- | No log | 10.0714 | 282 | 0.7110 | 0.5635 | 0.7110 | 0.8432 |
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- | No log | 10.1429 | 284 | 0.7113 | 0.5820 | 0.7113 | 0.8434 |
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- | No log | 10.2143 | 286 | 0.7147 | 0.5845 | 0.7147 | 0.8454 |
195
- | No log | 10.2857 | 288 | 0.7176 | 0.5635 | 0.7176 | 0.8471 |
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- | No log | 10.3571 | 290 | 0.7268 | 0.5635 | 0.7268 | 0.8525 |
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- | No log | 10.4286 | 292 | 0.7386 | 0.5236 | 0.7386 | 0.8594 |
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- | No log | 10.5 | 294 | 0.7539 | 0.5635 | 0.7539 | 0.8683 |
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- | No log | 10.5714 | 296 | 0.8801 | 0.5607 | 0.8801 | 0.9381 |
200
- | No log | 10.6429 | 298 | 0.8865 | 0.5719 | 0.8865 | 0.9415 |
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- | No log | 10.7143 | 300 | 0.7917 | 0.5530 | 0.7917 | 0.8898 |
202
- | No log | 10.7857 | 302 | 0.7443 | 0.4661 | 0.7443 | 0.8627 |
203
- | No log | 10.8571 | 304 | 0.7617 | 0.4982 | 0.7617 | 0.8727 |
204
- | No log | 10.9286 | 306 | 0.7333 | 0.5024 | 0.7333 | 0.8563 |
205
- | No log | 11.0 | 308 | 0.7521 | 0.5854 | 0.7521 | 0.8673 |
206
- | No log | 11.0714 | 310 | 0.7683 | 0.5854 | 0.7683 | 0.8765 |
207
- | No log | 11.1429 | 312 | 0.7578 | 0.5693 | 0.7578 | 0.8705 |
208
- | No log | 11.2143 | 314 | 0.7746 | 0.6225 | 0.7746 | 0.8801 |
209
- | No log | 11.2857 | 316 | 0.7581 | 0.6032 | 0.7581 | 0.8707 |
210
- | No log | 11.3571 | 318 | 0.7335 | 0.5212 | 0.7335 | 0.8565 |
211
- | No log | 11.4286 | 320 | 0.7286 | 0.5422 | 0.7286 | 0.8536 |
212
- | No log | 11.5 | 322 | 0.7195 | 0.5438 | 0.7195 | 0.8482 |
213
- | No log | 11.5714 | 324 | 0.7219 | 0.5199 | 0.7219 | 0.8496 |
214
- | No log | 11.6429 | 326 | 0.7073 | 0.5199 | 0.7073 | 0.8410 |
215
- | No log | 11.7143 | 328 | 0.6878 | 0.5439 | 0.6878 | 0.8293 |
216
- | No log | 11.7857 | 330 | 0.6964 | 0.5712 | 0.6964 | 0.8345 |
217
- | No log | 11.8571 | 332 | 0.7503 | 0.5247 | 0.7503 | 0.8662 |
218
- | No log | 11.9286 | 334 | 0.7685 | 0.5490 | 0.7685 | 0.8767 |
219
- | No log | 12.0 | 336 | 0.7036 | 0.5932 | 0.7036 | 0.8388 |
220
- | No log | 12.0714 | 338 | 0.6811 | 0.5722 | 0.6811 | 0.8253 |
221
- | No log | 12.1429 | 340 | 0.6707 | 0.5009 | 0.6707 | 0.8189 |
222
- | No log | 12.2143 | 342 | 0.7255 | 0.6278 | 0.7255 | 0.8518 |
223
- | No log | 12.2857 | 344 | 0.7405 | 0.5963 | 0.7405 | 0.8605 |
224
- | No log | 12.3571 | 346 | 0.6915 | 0.6529 | 0.6915 | 0.8316 |
225
- | No log | 12.4286 | 348 | 0.6680 | 0.5274 | 0.6680 | 0.8173 |
226
- | No log | 12.5 | 350 | 0.6565 | 0.5402 | 0.6565 | 0.8103 |
227
- | No log | 12.5714 | 352 | 0.6553 | 0.5480 | 0.6553 | 0.8095 |
228
- | No log | 12.6429 | 354 | 0.6595 | 0.5690 | 0.6595 | 0.8121 |
229
- | No log | 12.7143 | 356 | 0.6854 | 0.5192 | 0.6854 | 0.8279 |
230
- | No log | 12.7857 | 358 | 0.7814 | 0.5235 | 0.7814 | 0.8840 |
231
- | No log | 12.8571 | 360 | 0.8465 | 0.6047 | 0.8465 | 0.9201 |
232
- | No log | 12.9286 | 362 | 0.7649 | 0.5458 | 0.7649 | 0.8746 |
233
- | No log | 13.0 | 364 | 0.7157 | 0.5551 | 0.7157 | 0.8460 |
234
- | No log | 13.0714 | 366 | 0.7350 | 0.6225 | 0.7350 | 0.8573 |
235
- | No log | 13.1429 | 368 | 0.7369 | 0.6060 | 0.7369 | 0.8584 |
236
- | No log | 13.2143 | 370 | 0.7297 | 0.5854 | 0.7297 | 0.8542 |
237
- | No log | 13.2857 | 372 | 0.7206 | 0.5843 | 0.7206 | 0.8489 |
238
- | No log | 13.3571 | 374 | 0.7221 | 0.5599 | 0.7221 | 0.8498 |
239
- | No log | 13.4286 | 376 | 0.7122 | 0.5329 | 0.7122 | 0.8439 |
240
- | No log | 13.5 | 378 | 0.7244 | 0.5522 | 0.7244 | 0.8511 |
241
- | No log | 13.5714 | 380 | 0.7184 | 0.5316 | 0.7184 | 0.8476 |
242
- | No log | 13.6429 | 382 | 0.7221 | 0.5662 | 0.7221 | 0.8498 |
243
- | No log | 13.7143 | 384 | 0.7324 | 0.5662 | 0.7324 | 0.8558 |
244
- | No log | 13.7857 | 386 | 0.7456 | 0.5832 | 0.7456 | 0.8635 |
245
- | No log | 13.8571 | 388 | 0.7423 | 0.5933 | 0.7423 | 0.8616 |
246
- | No log | 13.9286 | 390 | 0.7295 | 0.5446 | 0.7295 | 0.8541 |
247
- | No log | 14.0 | 392 | 0.7272 | 0.5722 | 0.7272 | 0.8527 |
248
- | No log | 14.0714 | 394 | 0.7361 | 0.5375 | 0.7361 | 0.8579 |
249
- | No log | 14.1429 | 396 | 0.7628 | 0.5234 | 0.7628 | 0.8734 |
250
- | No log | 14.2143 | 398 | 0.7860 | 0.4962 | 0.7860 | 0.8866 |
251
- | No log | 14.2857 | 400 | 0.7892 | 0.5626 | 0.7892 | 0.8884 |
252
- | No log | 14.3571 | 402 | 0.7570 | 0.5540 | 0.7570 | 0.8701 |
253
- | No log | 14.4286 | 404 | 0.7503 | 0.5505 | 0.7503 | 0.8662 |
254
- | No log | 14.5 | 406 | 0.7700 | 0.5190 | 0.7700 | 0.8775 |
255
- | No log | 14.5714 | 408 | 0.8516 | 0.5440 | 0.8516 | 0.9228 |
256
- | No log | 14.6429 | 410 | 0.8170 | 0.5339 | 0.8170 | 0.9039 |
257
- | No log | 14.7143 | 412 | 0.7519 | 0.5412 | 0.7519 | 0.8671 |
258
- | No log | 14.7857 | 414 | 0.7438 | 0.5419 | 0.7438 | 0.8624 |
259
- | No log | 14.8571 | 416 | 0.7488 | 0.5419 | 0.7488 | 0.8653 |
260
- | No log | 14.9286 | 418 | 0.7557 | 0.5626 | 0.7557 | 0.8693 |
261
- | No log | 15.0 | 420 | 0.8785 | 0.5937 | 0.8785 | 0.9373 |
262
- | No log | 15.0714 | 422 | 0.9946 | 0.4104 | 0.9946 | 0.9973 |
263
- | No log | 15.1429 | 424 | 0.9539 | 0.4764 | 0.9539 | 0.9767 |
264
- | No log | 15.2143 | 426 | 0.8330 | 0.4238 | 0.8330 | 0.9127 |
265
- | No log | 15.2857 | 428 | 0.7528 | 0.5373 | 0.7528 | 0.8677 |
266
- | No log | 15.3571 | 430 | 0.7866 | 0.5081 | 0.7866 | 0.8869 |
267
- | No log | 15.4286 | 432 | 0.7878 | 0.5422 | 0.7878 | 0.8876 |
268
- | No log | 15.5 | 434 | 0.7838 | 0.5480 | 0.7838 | 0.8853 |
269
- | No log | 15.5714 | 436 | 0.8219 | 0.5300 | 0.8219 | 0.9066 |
270
- | No log | 15.6429 | 438 | 0.8273 | 0.5483 | 0.8273 | 0.9095 |
271
- | No log | 15.7143 | 440 | 0.8249 | 0.4889 | 0.8249 | 0.9082 |
272
- | No log | 15.7857 | 442 | 0.8600 | 0.4020 | 0.8600 | 0.9274 |
273
- | No log | 15.8571 | 444 | 0.8679 | 0.4335 | 0.8679 | 0.9316 |
274
- | No log | 15.9286 | 446 | 0.8571 | 0.4191 | 0.8571 | 0.9258 |
275
- | No log | 16.0 | 448 | 0.8249 | 0.5317 | 0.8249 | 0.9083 |
276
- | No log | 16.0714 | 450 | 0.8002 | 0.4661 | 0.8002 | 0.8945 |
277
- | No log | 16.1429 | 452 | 0.7953 | 0.4810 | 0.7953 | 0.8918 |
278
- | No log | 16.2143 | 454 | 0.7870 | 0.5415 | 0.7870 | 0.8871 |
279
- | No log | 16.2857 | 456 | 0.7727 | 0.5370 | 0.7727 | 0.8790 |
280
- | No log | 16.3571 | 458 | 0.7664 | 0.5370 | 0.7664 | 0.8755 |
281
- | No log | 16.4286 | 460 | 0.7703 | 0.5505 | 0.7703 | 0.8776 |
282
- | No log | 16.5 | 462 | 0.7668 | 0.5575 | 0.7668 | 0.8756 |
283
- | No log | 16.5714 | 464 | 0.7676 | 0.5557 | 0.7676 | 0.8761 |
284
- | No log | 16.6429 | 466 | 0.7704 | 0.5226 | 0.7704 | 0.8777 |
285
- | No log | 16.7143 | 468 | 0.7778 | 0.5919 | 0.7778 | 0.8819 |
286
- | No log | 16.7857 | 470 | 0.8100 | 0.6009 | 0.8100 | 0.9000 |
287
- | No log | 16.8571 | 472 | 0.8025 | 0.6194 | 0.8025 | 0.8958 |
288
- | No log | 16.9286 | 474 | 0.7579 | 0.5989 | 0.7579 | 0.8706 |
289
- | No log | 17.0 | 476 | 0.7576 | 0.4889 | 0.7576 | 0.8704 |
290
- | No log | 17.0714 | 478 | 0.7779 | 0.5085 | 0.7779 | 0.8820 |
291
- | No log | 17.1429 | 480 | 0.7596 | 0.5206 | 0.7596 | 0.8716 |
292
- | No log | 17.2143 | 482 | 0.7468 | 0.6139 | 0.7468 | 0.8642 |
293
- | No log | 17.2857 | 484 | 0.7938 | 0.6056 | 0.7938 | 0.8910 |
294
- | No log | 17.3571 | 486 | 0.8428 | 0.5895 | 0.8428 | 0.9181 |
295
- | No log | 17.4286 | 488 | 0.7893 | 0.6249 | 0.7893 | 0.8884 |
296
- | No log | 17.5 | 490 | 0.7242 | 0.6035 | 0.7242 | 0.8510 |
297
- | No log | 17.5714 | 492 | 0.7367 | 0.5422 | 0.7367 | 0.8583 |
298
- | No log | 17.6429 | 494 | 0.7774 | 0.5482 | 0.7774 | 0.8817 |
299
- | No log | 17.7143 | 496 | 0.7662 | 0.5494 | 0.7662 | 0.8753 |
300
- | No log | 17.7857 | 498 | 0.7147 | 0.5763 | 0.7147 | 0.8454 |
301
- | 0.2464 | 17.8571 | 500 | 0.7090 | 0.5964 | 0.7090 | 0.8420 |
302
- | 0.2464 | 17.9286 | 502 | 0.7065 | 0.6185 | 0.7065 | 0.8406 |
303
- | 0.2464 | 18.0 | 504 | 0.6787 | 0.5851 | 0.6787 | 0.8238 |
304
- | 0.2464 | 18.0714 | 506 | 0.7194 | 0.5291 | 0.7194 | 0.8482 |
305
- | 0.2464 | 18.1429 | 508 | 0.7559 | 0.6099 | 0.7559 | 0.8694 |
306
- | 0.2464 | 18.2143 | 510 | 0.7145 | 0.6082 | 0.7145 | 0.8453 |
307
- | 0.2464 | 18.2857 | 512 | 0.6888 | 0.5213 | 0.6888 | 0.8299 |
308
- | 0.2464 | 18.3571 | 514 | 0.6965 | 0.5212 | 0.6965 | 0.8346 |
309
- | 0.2464 | 18.4286 | 516 | 0.6946 | 0.5443 | 0.6946 | 0.8334 |
310
- | 0.2464 | 18.5 | 518 | 0.7042 | 0.5692 | 0.7042 | 0.8392 |
311
- | 0.2464 | 18.5714 | 520 | 0.7458 | 0.5717 | 0.7458 | 0.8636 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_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: 0.6686
19
+ - Qwk: 0.4982
20
+ - Mse: 0.6686
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+ - Rmse: 0.8177
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0667 | 2 | 4.0335 | -0.0323 | 4.0335 | 2.0084 |
53
+ | No log | 0.1333 | 4 | 2.4316 | 0.0541 | 2.4316 | 1.5594 |
54
+ | No log | 0.2 | 6 | 1.3720 | 0.0760 | 1.3720 | 1.1713 |
55
+ | No log | 0.2667 | 8 | 1.1373 | 0.3048 | 1.1373 | 1.0664 |
56
+ | No log | 0.3333 | 10 | 1.1045 | 0.3149 | 1.1045 | 1.0509 |
57
+ | No log | 0.4 | 12 | 1.0827 | 0.2834 | 1.0827 | 1.0405 |
58
+ | No log | 0.4667 | 14 | 1.0950 | 0.2857 | 1.0950 | 1.0464 |
59
+ | No log | 0.5333 | 16 | 1.2000 | 0.0731 | 1.2000 | 1.0954 |
60
+ | No log | 0.6 | 18 | 1.2127 | 0.1114 | 1.2127 | 1.1012 |
61
+ | No log | 0.6667 | 20 | 1.1629 | 0.2074 | 1.1629 | 1.0784 |
62
+ | No log | 0.7333 | 22 | 1.1030 | 0.0761 | 1.1030 | 1.0503 |
63
+ | No log | 0.8 | 24 | 1.0480 | 0.1727 | 1.0480 | 1.0237 |
64
+ | No log | 0.8667 | 26 | 1.0198 | 0.2365 | 1.0198 | 1.0098 |
65
+ | No log | 0.9333 | 28 | 1.1037 | 0.2441 | 1.1037 | 1.0506 |
66
+ | No log | 1.0 | 30 | 1.2091 | 0.1057 | 1.2091 | 1.0996 |
67
+ | No log | 1.0667 | 32 | 1.4046 | 0.1474 | 1.4046 | 1.1852 |
68
+ | No log | 1.1333 | 34 | 1.5247 | 0.1000 | 1.5247 | 1.2348 |
69
+ | No log | 1.2 | 36 | 1.5022 | 0.1112 | 1.5022 | 1.2256 |
70
+ | No log | 1.2667 | 38 | 1.3497 | 0.1498 | 1.3497 | 1.1618 |
71
+ | No log | 1.3333 | 40 | 1.1094 | 0.1537 | 1.1094 | 1.0533 |
72
+ | No log | 1.4 | 42 | 1.1094 | 0.1685 | 1.1094 | 1.0533 |
73
+ | No log | 1.4667 | 44 | 1.0587 | 0.1680 | 1.0587 | 1.0289 |
74
+ | No log | 1.5333 | 46 | 1.0532 | 0.2196 | 1.0532 | 1.0263 |
75
+ | No log | 1.6 | 48 | 1.0525 | 0.2998 | 1.0525 | 1.0259 |
76
+ | No log | 1.6667 | 50 | 1.0166 | 0.3278 | 1.0166 | 1.0083 |
77
+ | No log | 1.7333 | 52 | 0.9888 | 0.2549 | 0.9888 | 0.9944 |
78
+ | No log | 1.8 | 54 | 0.9914 | 0.3411 | 0.9914 | 0.9957 |
79
+ | No log | 1.8667 | 56 | 0.9693 | 0.3665 | 0.9694 | 0.9846 |
80
+ | No log | 1.9333 | 58 | 0.8077 | 0.5142 | 0.8077 | 0.8987 |
81
+ | No log | 2.0 | 60 | 0.7627 | 0.6272 | 0.7627 | 0.8733 |
82
+ | No log | 2.0667 | 62 | 0.8229 | 0.4978 | 0.8229 | 0.9071 |
83
+ | No log | 2.1333 | 64 | 0.7401 | 0.5928 | 0.7401 | 0.8603 |
84
+ | No log | 2.2 | 66 | 0.7935 | 0.4712 | 0.7935 | 0.8908 |
85
+ | No log | 2.2667 | 68 | 0.7658 | 0.4839 | 0.7658 | 0.8751 |
86
+ | No log | 2.3333 | 70 | 0.8540 | 0.3678 | 0.8540 | 0.9241 |
87
+ | No log | 2.4 | 72 | 0.8900 | 0.3352 | 0.8900 | 0.9434 |
88
+ | No log | 2.4667 | 74 | 0.7834 | 0.4918 | 0.7834 | 0.8851 |
89
+ | No log | 2.5333 | 76 | 0.7734 | 0.5076 | 0.7734 | 0.8795 |
90
+ | No log | 2.6 | 78 | 0.7298 | 0.5847 | 0.7298 | 0.8543 |
91
+ | No log | 2.6667 | 80 | 0.7646 | 0.4860 | 0.7646 | 0.8744 |
92
+ | No log | 2.7333 | 82 | 0.6664 | 0.6507 | 0.6664 | 0.8163 |
93
+ | No log | 2.8 | 84 | 0.6417 | 0.6857 | 0.6417 | 0.8011 |
94
+ | No log | 2.8667 | 86 | 0.6278 | 0.6606 | 0.6278 | 0.7923 |
95
+ | No log | 2.9333 | 88 | 0.6182 | 0.6715 | 0.6182 | 0.7862 |
96
+ | No log | 3.0 | 90 | 0.7030 | 0.5902 | 0.7030 | 0.8384 |
97
+ | No log | 3.0667 | 92 | 0.8959 | 0.4458 | 0.8959 | 0.9465 |
98
+ | No log | 3.1333 | 94 | 0.7467 | 0.6220 | 0.7467 | 0.8641 |
99
+ | No log | 3.2 | 96 | 0.6218 | 0.6383 | 0.6218 | 0.7886 |
100
+ | No log | 3.2667 | 98 | 0.7678 | 0.4962 | 0.7678 | 0.8763 |
101
+ | No log | 3.3333 | 100 | 0.6699 | 0.5141 | 0.6699 | 0.8185 |
102
+ | No log | 3.4 | 102 | 0.6502 | 0.6221 | 0.6502 | 0.8063 |
103
+ | No log | 3.4667 | 104 | 0.6618 | 0.6305 | 0.6618 | 0.8135 |
104
+ | No log | 3.5333 | 106 | 0.6615 | 0.6816 | 0.6615 | 0.8133 |
105
+ | No log | 3.6 | 108 | 0.6437 | 0.5131 | 0.6437 | 0.8023 |
106
+ | No log | 3.6667 | 110 | 0.6501 | 0.6450 | 0.6501 | 0.8063 |
107
+ | No log | 3.7333 | 112 | 0.6842 | 0.6556 | 0.6842 | 0.8272 |
108
+ | No log | 3.8 | 114 | 0.6096 | 0.6415 | 0.6096 | 0.7808 |
109
+ | No log | 3.8667 | 116 | 0.6393 | 0.5560 | 0.6393 | 0.7996 |
110
+ | No log | 3.9333 | 118 | 0.7114 | 0.4754 | 0.7114 | 0.8434 |
111
+ | No log | 4.0 | 120 | 0.6825 | 0.4754 | 0.6825 | 0.8261 |
112
+ | No log | 4.0667 | 122 | 0.5825 | 0.6537 | 0.5825 | 0.7632 |
113
+ | No log | 4.1333 | 124 | 0.6658 | 0.6773 | 0.6658 | 0.8160 |
114
+ | No log | 4.2 | 126 | 0.6646 | 0.6637 | 0.6646 | 0.8152 |
115
+ | No log | 4.2667 | 128 | 0.5945 | 0.6013 | 0.5945 | 0.7710 |
116
+ | No log | 4.3333 | 130 | 0.6129 | 0.5093 | 0.6129 | 0.7829 |
117
+ | No log | 4.4 | 132 | 0.5957 | 0.6296 | 0.5957 | 0.7718 |
118
+ | No log | 4.4667 | 134 | 0.6716 | 0.6450 | 0.6716 | 0.8195 |
119
+ | No log | 4.5333 | 136 | 0.7623 | 0.5777 | 0.7623 | 0.8731 |
120
+ | No log | 4.6 | 138 | 0.7144 | 0.5601 | 0.7144 | 0.8452 |
121
+ | No log | 4.6667 | 140 | 0.6875 | 0.4914 | 0.6875 | 0.8292 |
122
+ | No log | 4.7333 | 142 | 0.6743 | 0.4938 | 0.6743 | 0.8211 |
123
+ | No log | 4.8 | 144 | 0.6664 | 0.5202 | 0.6664 | 0.8163 |
124
+ | No log | 4.8667 | 146 | 0.7156 | 0.5442 | 0.7156 | 0.8460 |
125
+ | No log | 4.9333 | 148 | 0.6733 | 0.5325 | 0.6733 | 0.8205 |
126
+ | No log | 5.0 | 150 | 0.6435 | 0.6227 | 0.6435 | 0.8022 |
127
+ | No log | 5.0667 | 152 | 0.6599 | 0.5819 | 0.6599 | 0.8123 |
128
+ | No log | 5.1333 | 154 | 0.6971 | 0.5716 | 0.6971 | 0.8349 |
129
+ | No log | 5.2 | 156 | 0.7301 | 0.5610 | 0.7301 | 0.8544 |
130
+ | No log | 5.2667 | 158 | 0.7897 | 0.5536 | 0.7897 | 0.8887 |
131
+ | No log | 5.3333 | 160 | 0.8495 | 0.5542 | 0.8495 | 0.9217 |
132
+ | No log | 5.4 | 162 | 0.7434 | 0.5093 | 0.7434 | 0.8622 |
133
+ | No log | 5.4667 | 164 | 0.7140 | 0.4736 | 0.7140 | 0.8450 |
134
+ | No log | 5.5333 | 166 | 0.6892 | 0.5659 | 0.6892 | 0.8302 |
135
+ | No log | 5.6 | 168 | 0.6574 | 0.5939 | 0.6574 | 0.8108 |
136
+ | No log | 5.6667 | 170 | 0.6564 | 0.6084 | 0.6564 | 0.8102 |
137
+ | No log | 5.7333 | 172 | 0.6626 | 0.6084 | 0.6626 | 0.8140 |
138
+ | No log | 5.8 | 174 | 0.6541 | 0.6345 | 0.6541 | 0.8088 |
139
+ | No log | 5.8667 | 176 | 0.6435 | 0.5820 | 0.6435 | 0.8022 |
140
+ | No log | 5.9333 | 178 | 0.6956 | 0.5763 | 0.6956 | 0.8340 |
141
+ | No log | 6.0 | 180 | 0.8544 | 0.5549 | 0.8544 | 0.9244 |
142
+ | No log | 6.0667 | 182 | 0.9655 | 0.4211 | 0.9655 | 0.9826 |
143
+ | No log | 6.1333 | 184 | 0.8524 | 0.5625 | 0.8524 | 0.9233 |
144
+ | No log | 6.2 | 186 | 0.6231 | 0.6993 | 0.6231 | 0.7894 |
145
+ | No log | 6.2667 | 188 | 0.5868 | 0.6715 | 0.5868 | 0.7660 |
146
+ | No log | 6.3333 | 190 | 0.6342 | 0.6502 | 0.6342 | 0.7964 |
147
+ | No log | 6.4 | 192 | 0.8656 | 0.5251 | 0.8656 | 0.9304 |
148
+ | No log | 6.4667 | 194 | 0.8127 | 0.5991 | 0.8127 | 0.9015 |
149
+ | No log | 6.5333 | 196 | 0.5857 | 0.6946 | 0.5857 | 0.7653 |
150
+ | No log | 6.6 | 198 | 0.5626 | 0.6649 | 0.5626 | 0.7501 |
151
+ | No log | 6.6667 | 200 | 0.5650 | 0.6946 | 0.5650 | 0.7516 |
152
+ | No log | 6.7333 | 202 | 0.5675 | 0.7020 | 0.5675 | 0.7533 |
153
+ | No log | 6.8 | 204 | 0.5511 | 0.7175 | 0.5511 | 0.7423 |
154
+ | No log | 6.8667 | 206 | 0.5251 | 0.6894 | 0.5251 | 0.7247 |
155
+ | No log | 6.9333 | 208 | 0.5313 | 0.6658 | 0.5313 | 0.7289 |
156
+ | No log | 7.0 | 210 | 0.5465 | 0.6865 | 0.5465 | 0.7393 |
157
+ | No log | 7.0667 | 212 | 0.5522 | 0.7059 | 0.5522 | 0.7431 |
158
+ | No log | 7.1333 | 214 | 0.5750 | 0.5434 | 0.5750 | 0.7583 |
159
+ | No log | 7.2 | 216 | 0.6556 | 0.5364 | 0.6556 | 0.8097 |
160
+ | No log | 7.2667 | 218 | 0.6095 | 0.5450 | 0.6095 | 0.7807 |
161
+ | No log | 7.3333 | 220 | 0.5807 | 0.7059 | 0.5807 | 0.7620 |
162
+ | No log | 7.4 | 222 | 0.6638 | 0.6521 | 0.6638 | 0.8147 |
163
+ | No log | 7.4667 | 224 | 0.5927 | 0.7276 | 0.5927 | 0.7699 |
164
+ | No log | 7.5333 | 226 | 0.5924 | 0.5313 | 0.5924 | 0.7696 |
165
+ | No log | 7.6 | 228 | 0.6478 | 0.5439 | 0.6478 | 0.8049 |
166
+ | No log | 7.6667 | 230 | 0.6036 | 0.5524 | 0.6036 | 0.7769 |
167
+ | No log | 7.7333 | 232 | 0.6300 | 0.6573 | 0.6300 | 0.7937 |
168
+ | No log | 7.8 | 234 | 0.6139 | 0.6157 | 0.6139 | 0.7835 |
169
+ | No log | 7.8667 | 236 | 0.5940 | 0.5406 | 0.5940 | 0.7707 |
170
+ | No log | 7.9333 | 238 | 0.6094 | 0.5220 | 0.6094 | 0.7806 |
171
+ | No log | 8.0 | 240 | 0.5814 | 0.5548 | 0.5814 | 0.7625 |
172
+ | No log | 8.0667 | 242 | 0.5834 | 0.6779 | 0.5834 | 0.7638 |
173
+ | No log | 8.1333 | 244 | 0.5880 | 0.7385 | 0.5880 | 0.7668 |
174
+ | No log | 8.2 | 246 | 0.5645 | 0.6916 | 0.5645 | 0.7513 |
175
+ | No log | 8.2667 | 248 | 0.5420 | 0.6699 | 0.5420 | 0.7362 |
176
+ | No log | 8.3333 | 250 | 0.5364 | 0.6753 | 0.5364 | 0.7324 |
177
+ | No log | 8.4 | 252 | 0.5391 | 0.6814 | 0.5391 | 0.7342 |
178
+ | No log | 8.4667 | 254 | 0.5420 | 0.6712 | 0.5420 | 0.7362 |
179
+ | No log | 8.5333 | 256 | 0.5649 | 0.7232 | 0.5649 | 0.7516 |
180
+ | No log | 8.6 | 258 | 0.6114 | 0.6609 | 0.6114 | 0.7819 |
181
+ | No log | 8.6667 | 260 | 0.6177 | 0.6422 | 0.6177 | 0.7859 |
182
+ | No log | 8.7333 | 262 | 0.6012 | 0.6641 | 0.6012 | 0.7754 |
183
+ | No log | 8.8 | 264 | 0.6547 | 0.5242 | 0.6547 | 0.8091 |
184
+ | No log | 8.8667 | 266 | 0.7957 | 0.4714 | 0.7957 | 0.8920 |
185
+ | No log | 8.9333 | 268 | 0.7544 | 0.5242 | 0.7544 | 0.8685 |
186
+ | No log | 9.0 | 270 | 0.6929 | 0.5054 | 0.6929 | 0.8324 |
187
+ | No log | 9.0667 | 272 | 0.7116 | 0.5490 | 0.7116 | 0.8436 |
188
+ | No log | 9.1333 | 274 | 0.7324 | 0.5446 | 0.7324 | 0.8558 |
189
+ | No log | 9.2 | 276 | 0.6814 | 0.6387 | 0.6814 | 0.8254 |
190
+ | No log | 9.2667 | 278 | 0.6241 | 0.5459 | 0.6241 | 0.7900 |
191
+ | No log | 9.3333 | 280 | 0.6593 | 0.5134 | 0.6593 | 0.8120 |
192
+ | No log | 9.4 | 282 | 0.6121 | 0.5450 | 0.6121 | 0.7824 |
193
+ | No log | 9.4667 | 284 | 0.5944 | 0.6798 | 0.5944 | 0.7710 |
194
+ | No log | 9.5333 | 286 | 0.6400 | 0.6208 | 0.6400 | 0.8000 |
195
+ | No log | 9.6 | 288 | 0.7014 | 0.5989 | 0.7014 | 0.8375 |
196
+ | No log | 9.6667 | 290 | 0.6573 | 0.6208 | 0.6573 | 0.8108 |
197
+ | No log | 9.7333 | 292 | 0.6093 | 0.5943 | 0.6093 | 0.7806 |
198
+ | No log | 9.8 | 294 | 0.6167 | 0.5610 | 0.6167 | 0.7853 |
199
+ | No log | 9.8667 | 296 | 0.6494 | 0.6241 | 0.6494 | 0.8058 |
200
+ | No log | 9.9333 | 298 | 0.6866 | 0.6230 | 0.6866 | 0.8286 |
201
+ | No log | 10.0 | 300 | 0.6383 | 0.6328 | 0.6383 | 0.7989 |
202
+ | No log | 10.0667 | 302 | 0.5857 | 0.6756 | 0.5857 | 0.7653 |
203
+ | No log | 10.1333 | 304 | 0.5828 | 0.6609 | 0.5828 | 0.7634 |
204
+ | No log | 10.2 | 306 | 0.7225 | 0.5847 | 0.7225 | 0.8500 |
205
+ | No log | 10.2667 | 308 | 0.8238 | 0.5896 | 0.8238 | 0.9076 |
206
+ | No log | 10.3333 | 310 | 0.6991 | 0.6292 | 0.6991 | 0.8361 |
207
+ | No log | 10.4 | 312 | 0.6024 | 0.6614 | 0.6024 | 0.7761 |
208
+ | No log | 10.4667 | 314 | 0.6083 | 0.6456 | 0.6083 | 0.7799 |
209
+ | No log | 10.5333 | 316 | 0.6028 | 0.6013 | 0.6028 | 0.7764 |
210
+ | No log | 10.6 | 318 | 0.5817 | 0.6597 | 0.5817 | 0.7627 |
211
+ | No log | 10.6667 | 320 | 0.6373 | 0.6464 | 0.6373 | 0.7983 |
212
+ | No log | 10.7333 | 322 | 0.7582 | 0.5516 | 0.7582 | 0.8708 |
213
+ | No log | 10.8 | 324 | 0.7184 | 0.5329 | 0.7184 | 0.8476 |
214
+ | No log | 10.8667 | 326 | 0.6387 | 0.6160 | 0.6387 | 0.7992 |
215
+ | No log | 10.9333 | 328 | 0.5693 | 0.7122 | 0.5693 | 0.7545 |
216
+ | No log | 11.0 | 330 | 0.5343 | 0.7082 | 0.5343 | 0.7309 |
217
+ | No log | 11.0667 | 332 | 0.5325 | 0.6903 | 0.5325 | 0.7297 |
218
+ | No log | 11.1333 | 334 | 0.5288 | 0.7151 | 0.5288 | 0.7272 |
219
+ | No log | 11.2 | 336 | 0.5455 | 0.6519 | 0.5455 | 0.7386 |
220
+ | No log | 11.2667 | 338 | 0.6558 | 0.6647 | 0.6558 | 0.8098 |
221
+ | No log | 11.3333 | 340 | 0.7220 | 0.5905 | 0.7220 | 0.8497 |
222
+ | No log | 11.4 | 342 | 0.7222 | 0.6105 | 0.7222 | 0.8498 |
223
+ | No log | 11.4667 | 344 | 0.6464 | 0.6021 | 0.6464 | 0.8040 |
224
+ | No log | 11.5333 | 346 | 0.5892 | 0.6065 | 0.5892 | 0.7676 |
225
+ | No log | 11.6 | 348 | 0.5763 | 0.5859 | 0.5763 | 0.7592 |
226
+ | No log | 11.6667 | 350 | 0.5870 | 0.6557 | 0.5870 | 0.7662 |
227
+ | No log | 11.7333 | 352 | 0.6278 | 0.6871 | 0.6278 | 0.7923 |
228
+ | No log | 11.8 | 354 | 0.6568 | 0.6979 | 0.6568 | 0.8104 |
229
+ | No log | 11.8667 | 356 | 0.6429 | 0.6720 | 0.6429 | 0.8018 |
230
+ | No log | 11.9333 | 358 | 0.5885 | 0.6921 | 0.5885 | 0.7671 |
231
+ | No log | 12.0 | 360 | 0.5784 | 0.6139 | 0.5784 | 0.7605 |
232
+ | No log | 12.0667 | 362 | 0.6560 | 0.5255 | 0.6560 | 0.8100 |
233
+ | No log | 12.1333 | 364 | 0.6810 | 0.4654 | 0.6810 | 0.8252 |
234
+ | No log | 12.2 | 366 | 0.6393 | 0.5255 | 0.6393 | 0.7995 |
235
+ | No log | 12.2667 | 368 | 0.5761 | 0.5581 | 0.5761 | 0.7590 |
236
+ | No log | 12.3333 | 370 | 0.5196 | 0.7396 | 0.5196 | 0.7209 |
237
+ | No log | 12.4 | 372 | 0.5217 | 0.7184 | 0.5217 | 0.7223 |
238
+ | No log | 12.4667 | 374 | 0.5064 | 0.7148 | 0.5064 | 0.7116 |
239
+ | No log | 12.5333 | 376 | 0.5214 | 0.6990 | 0.5214 | 0.7221 |
240
+ | No log | 12.6 | 378 | 0.5040 | 0.7013 | 0.5040 | 0.7099 |
241
+ | No log | 12.6667 | 380 | 0.4910 | 0.7265 | 0.4910 | 0.7007 |
242
+ | No log | 12.7333 | 382 | 0.4833 | 0.7063 | 0.4833 | 0.6952 |
243
+ | No log | 12.8 | 384 | 0.4897 | 0.7057 | 0.4897 | 0.6998 |
244
+ | No log | 12.8667 | 386 | 0.5050 | 0.7397 | 0.5050 | 0.7107 |
245
+ | No log | 12.9333 | 388 | 0.5895 | 0.6257 | 0.5895 | 0.7678 |
246
+ | No log | 13.0 | 390 | 0.7218 | 0.5417 | 0.7218 | 0.8496 |
247
+ | No log | 13.0667 | 392 | 0.7254 | 0.5479 | 0.7254 | 0.8517 |
248
+ | No log | 13.1333 | 394 | 0.6569 | 0.5123 | 0.6569 | 0.8105 |
249
+ | No log | 13.2 | 396 | 0.6205 | 0.5208 | 0.6205 | 0.7877 |
250
+ | No log | 13.2667 | 398 | 0.5946 | 0.5703 | 0.5946 | 0.7711 |
251
+ | No log | 13.3333 | 400 | 0.5384 | 0.6888 | 0.5384 | 0.7338 |
252
+ | No log | 13.4 | 402 | 0.5407 | 0.6685 | 0.5407 | 0.7353 |
253
+ | No log | 13.4667 | 404 | 0.6176 | 0.6845 | 0.6176 | 0.7859 |
254
+ | No log | 13.5333 | 406 | 0.6072 | 0.7001 | 0.6072 | 0.7792 |
255
+ | No log | 13.6 | 408 | 0.5287 | 0.7036 | 0.5287 | 0.7271 |
256
+ | No log | 13.6667 | 410 | 0.4912 | 0.7019 | 0.4912 | 0.7009 |
257
+ | No log | 13.7333 | 412 | 0.4922 | 0.6850 | 0.4922 | 0.7015 |
258
+ | No log | 13.8 | 414 | 0.5044 | 0.7019 | 0.5044 | 0.7102 |
259
+ | No log | 13.8667 | 416 | 0.5878 | 0.6700 | 0.5878 | 0.7667 |
260
+ | No log | 13.9333 | 418 | 0.6009 | 0.6700 | 0.6009 | 0.7752 |
261
+ | No log | 14.0 | 420 | 0.5729 | 0.6857 | 0.5729 | 0.7569 |
262
+ | No log | 14.0667 | 422 | 0.5387 | 0.7066 | 0.5387 | 0.7340 |
263
+ | No log | 14.1333 | 424 | 0.5131 | 0.6625 | 0.5131 | 0.7163 |
264
+ | No log | 14.2 | 426 | 0.4988 | 0.7348 | 0.4988 | 0.7062 |
265
+ | No log | 14.2667 | 428 | 0.5144 | 0.6886 | 0.5144 | 0.7172 |
266
+ | No log | 14.3333 | 430 | 0.5457 | 0.7280 | 0.5457 | 0.7387 |
267
+ | No log | 14.4 | 432 | 0.5315 | 0.7280 | 0.5315 | 0.7290 |
268
+ | No log | 14.4667 | 434 | 0.4964 | 0.7225 | 0.4964 | 0.7046 |
269
+ | No log | 14.5333 | 436 | 0.5091 | 0.7059 | 0.5091 | 0.7135 |
270
+ | No log | 14.6 | 438 | 0.5389 | 0.7051 | 0.5389 | 0.7341 |
271
+ | No log | 14.6667 | 440 | 0.5798 | 0.6799 | 0.5798 | 0.7615 |
272
+ | No log | 14.7333 | 442 | 0.5810 | 0.7079 | 0.5810 | 0.7623 |
273
+ | No log | 14.8 | 444 | 0.5273 | 0.6789 | 0.5273 | 0.7262 |
274
+ | No log | 14.8667 | 446 | 0.5134 | 0.6593 | 0.5134 | 0.7165 |
275
+ | No log | 14.9333 | 448 | 0.5196 | 0.6593 | 0.5196 | 0.7208 |
276
+ | No log | 15.0 | 450 | 0.5115 | 0.6830 | 0.5115 | 0.7152 |
277
+ | No log | 15.0667 | 452 | 0.5391 | 0.7126 | 0.5391 | 0.7342 |
278
+ | No log | 15.1333 | 454 | 0.5464 | 0.7080 | 0.5464 | 0.7392 |
279
+ | No log | 15.2 | 456 | 0.5261 | 0.7129 | 0.5261 | 0.7253 |
280
+ | No log | 15.2667 | 458 | 0.5324 | 0.6699 | 0.5324 | 0.7296 |
281
+ | No log | 15.3333 | 460 | 0.5617 | 0.5794 | 0.5617 | 0.7495 |
282
+ | No log | 15.4 | 462 | 0.5622 | 0.6337 | 0.5622 | 0.7498 |
283
+ | No log | 15.4667 | 464 | 0.5697 | 0.6118 | 0.5697 | 0.7548 |
284
+ | No log | 15.5333 | 466 | 0.5594 | 0.6307 | 0.5594 | 0.7479 |
285
+ | No log | 15.6 | 468 | 0.5413 | 0.6745 | 0.5413 | 0.7358 |
286
+ | No log | 15.6667 | 470 | 0.5603 | 0.6921 | 0.5603 | 0.7486 |
287
+ | No log | 15.7333 | 472 | 0.5585 | 0.6865 | 0.5585 | 0.7473 |
288
+ | No log | 15.8 | 474 | 0.5542 | 0.6806 | 0.5542 | 0.7444 |
289
+ | No log | 15.8667 | 476 | 0.5609 | 0.6806 | 0.5609 | 0.7489 |
290
+ | No log | 15.9333 | 478 | 0.5754 | 0.6806 | 0.5754 | 0.7586 |
291
+ | No log | 16.0 | 480 | 0.6086 | 0.6547 | 0.6086 | 0.7802 |
292
+ | No log | 16.0667 | 482 | 0.6786 | 0.5938 | 0.6786 | 0.8238 |
293
+ | No log | 16.1333 | 484 | 0.7001 | 0.5584 | 0.7001 | 0.8367 |
294
+ | No log | 16.2 | 486 | 0.6520 | 0.6266 | 0.6520 | 0.8075 |
295
+ | No log | 16.2667 | 488 | 0.5709 | 0.6581 | 0.5709 | 0.7556 |
296
+ | No log | 16.3333 | 490 | 0.5471 | 0.6562 | 0.5471 | 0.7397 |
297
+ | No log | 16.4 | 492 | 0.5453 | 0.6979 | 0.5453 | 0.7385 |
298
+ | No log | 16.4667 | 494 | 0.5684 | 0.7008 | 0.5684 | 0.7539 |
299
+ | No log | 16.5333 | 496 | 0.6206 | 0.6474 | 0.6206 | 0.7878 |
300
+ | No log | 16.6 | 498 | 0.7680 | 0.5731 | 0.7680 | 0.8763 |
301
+ | 0.2415 | 16.6667 | 500 | 0.8709 | 0.5866 | 0.8709 | 0.9332 |
302
+ | 0.2415 | 16.7333 | 502 | 0.7952 | 0.5583 | 0.7952 | 0.8918 |
303
+ | 0.2415 | 16.8 | 504 | 0.6515 | 0.6529 | 0.6515 | 0.8072 |
304
+ | 0.2415 | 16.8667 | 506 | 0.6108 | 0.5914 | 0.6108 | 0.7815 |
305
+ | 0.2415 | 16.9333 | 508 | 0.6269 | 0.5472 | 0.6269 | 0.7917 |
306
+ | 0.2415 | 17.0 | 510 | 0.6118 | 0.5694 | 0.6118 | 0.7822 |
307
+ | 0.2415 | 17.0667 | 512 | 0.5553 | 0.6517 | 0.5553 | 0.7452 |
308
+ | 0.2415 | 17.1333 | 514 | 0.5245 | 0.6916 | 0.5245 | 0.7242 |
309
+ | 0.2415 | 17.2 | 516 | 0.5536 | 0.7093 | 0.5536 | 0.7440 |
310
+ | 0.2415 | 17.2667 | 518 | 0.5456 | 0.7057 | 0.5456 | 0.7387 |
311
+ | 0.2415 | 17.3333 | 520 | 0.5110 | 0.7293 | 0.5110 | 0.7148 |
312
+ | 0.2415 | 17.4 | 522 | 0.5021 | 0.7318 | 0.5021 | 0.7086 |
313
+ | 0.2415 | 17.4667 | 524 | 0.5185 | 0.6516 | 0.5185 | 0.7201 |
314
+ | 0.2415 | 17.5333 | 526 | 0.5464 | 0.6427 | 0.5464 | 0.7392 |
315
+ | 0.2415 | 17.6 | 528 | 0.5440 | 0.6265 | 0.5440 | 0.7376 |
316
+ | 0.2415 | 17.6667 | 530 | 0.5468 | 0.6470 | 0.5468 | 0.7395 |
317
+ | 0.2415 | 17.7333 | 532 | 0.5723 | 0.7019 | 0.5723 | 0.7565 |
318
+ | 0.2415 | 17.8 | 534 | 0.5799 | 0.6973 | 0.5799 | 0.7615 |
319
+ | 0.2415 | 17.8667 | 536 | 0.5537 | 0.6704 | 0.5537 | 0.7441 |
320
+ | 0.2415 | 17.9333 | 538 | 0.5384 | 0.6526 | 0.5384 | 0.7337 |
321
+ | 0.2415 | 18.0 | 540 | 0.5436 | 0.6638 | 0.5436 | 0.7373 |
322
+ | 0.2415 | 18.0667 | 542 | 0.5450 | 0.6857 | 0.5450 | 0.7382 |
323
+ | 0.2415 | 18.1333 | 544 | 0.5569 | 0.6986 | 0.5569 | 0.7463 |
324
+ | 0.2415 | 18.2 | 546 | 0.5550 | 0.6986 | 0.5550 | 0.7450 |
325
+ | 0.2415 | 18.2667 | 548 | 0.5337 | 0.6703 | 0.5337 | 0.7306 |
326
+ | 0.2415 | 18.3333 | 550 | 0.5311 | 0.6963 | 0.5311 | 0.7287 |
327
+ | 0.2415 | 18.4 | 552 | 0.5110 | 0.6843 | 0.5110 | 0.7148 |
328
+ | 0.2415 | 18.4667 | 554 | 0.5029 | 0.6951 | 0.5029 | 0.7092 |
329
+ | 0.2415 | 18.5333 | 556 | 0.5241 | 0.7182 | 0.5241 | 0.7239 |
330
+ | 0.2415 | 18.6 | 558 | 0.5182 | 0.7182 | 0.5182 | 0.7198 |
331
+ | 0.2415 | 18.6667 | 560 | 0.5130 | 0.6919 | 0.5130 | 0.7162 |
332
+ | 0.2415 | 18.7333 | 562 | 0.5419 | 0.5966 | 0.5419 | 0.7361 |
333
+ | 0.2415 | 18.8 | 564 | 0.5330 | 0.5955 | 0.5330 | 0.7301 |
334
+ | 0.2415 | 18.8667 | 566 | 0.5194 | 0.6788 | 0.5194 | 0.7207 |
335
+ | 0.2415 | 18.9333 | 568 | 0.5737 | 0.6735 | 0.5737 | 0.7574 |
336
+ | 0.2415 | 19.0 | 570 | 0.6575 | 0.6019 | 0.6575 | 0.8109 |
337
+ | 0.2415 | 19.0667 | 572 | 0.6847 | 0.6190 | 0.6847 | 0.8275 |
338
+ | 0.2415 | 19.1333 | 574 | 0.6121 | 0.6495 | 0.6121 | 0.7824 |
339
+ | 0.2415 | 19.2 | 576 | 0.5473 | 0.6813 | 0.5473 | 0.7398 |
340
+ | 0.2415 | 19.2667 | 578 | 0.5380 | 0.6914 | 0.5380 | 0.7335 |
341
+ | 0.2415 | 19.3333 | 580 | 0.5466 | 0.6813 | 0.5466 | 0.7393 |
342
+ | 0.2415 | 19.4 | 582 | 0.5944 | 0.7050 | 0.5944 | 0.7710 |
343
+ | 0.2415 | 19.4667 | 584 | 0.6033 | 0.7195 | 0.6033 | 0.7767 |
344
+ | 0.2415 | 19.5333 | 586 | 0.5755 | 0.7253 | 0.5755 | 0.7586 |
345
+ | 0.2415 | 19.6 | 588 | 0.5446 | 0.6813 | 0.5446 | 0.7379 |
346
+ | 0.2415 | 19.6667 | 590 | 0.5386 | 0.6853 | 0.5386 | 0.7339 |
347
+ | 0.2415 | 19.7333 | 592 | 0.5620 | 0.6446 | 0.5620 | 0.7497 |
348
+ | 0.2415 | 19.8 | 594 | 0.6428 | 0.6081 | 0.6428 | 0.8017 |
349
+ | 0.2415 | 19.8667 | 596 | 0.7002 | 0.5343 | 0.7002 | 0.8368 |
350
+ | 0.2415 | 19.9333 | 598 | 0.6738 | 0.5864 | 0.6738 | 0.8209 |
351
+ | 0.2415 | 20.0 | 600 | 0.6141 | 0.6228 | 0.6141 | 0.7836 |
352
+ | 0.2415 | 20.0667 | 602 | 0.5548 | 0.7186 | 0.5548 | 0.7449 |
353
+ | 0.2415 | 20.1333 | 604 | 0.5339 | 0.7041 | 0.5339 | 0.7307 |
354
+ | 0.2415 | 20.2 | 606 | 0.5312 | 0.6995 | 0.5312 | 0.7288 |
355
+ | 0.2415 | 20.2667 | 608 | 0.5429 | 0.6758 | 0.5429 | 0.7368 |
356
+ | 0.2415 | 20.3333 | 610 | 0.5548 | 0.6758 | 0.5548 | 0.7448 |
357
+ | 0.2415 | 20.4 | 612 | 0.5608 | 0.6758 | 0.5608 | 0.7489 |
358
+ | 0.2415 | 20.4667 | 614 | 0.5739 | 0.7057 | 0.5739 | 0.7576 |
359
+ | 0.2415 | 20.5333 | 616 | 0.5504 | 0.7063 | 0.5504 | 0.7419 |
360
+ | 0.2415 | 20.6 | 618 | 0.5152 | 0.7033 | 0.5152 | 0.7178 |
361
+ | 0.2415 | 20.6667 | 620 | 0.5311 | 0.7033 | 0.5311 | 0.7288 |
362
+ | 0.2415 | 20.7333 | 622 | 0.5416 | 0.6634 | 0.5416 | 0.7359 |
363
+ | 0.2415 | 20.8 | 624 | 0.5478 | 0.6958 | 0.5478 | 0.7402 |
364
+ | 0.2415 | 20.8667 | 626 | 0.5787 | 0.6639 | 0.5787 | 0.7607 |
365
+ | 0.2415 | 20.9333 | 628 | 0.6283 | 0.6473 | 0.6283 | 0.7926 |
366
+ | 0.2415 | 21.0 | 630 | 0.6672 | 0.6035 | 0.6672 | 0.8168 |
367
+ | 0.2415 | 21.0667 | 632 | 0.6545 | 0.6473 | 0.6545 | 0.8090 |
368
+ | 0.2415 | 21.1333 | 634 | 0.6345 | 0.6473 | 0.6345 | 0.7965 |
369
+ | 0.2415 | 21.2 | 636 | 0.6009 | 0.6510 | 0.6009 | 0.7752 |
370
+ | 0.2415 | 21.2667 | 638 | 0.5769 | 0.6771 | 0.5769 | 0.7595 |
371
+ | 0.2415 | 21.3333 | 640 | 0.5731 | 0.6771 | 0.5731 | 0.7570 |
372
+ | 0.2415 | 21.4 | 642 | 0.5575 | 0.6664 | 0.5575 | 0.7467 |
373
+ | 0.2415 | 21.4667 | 644 | 0.5310 | 0.6833 | 0.5310 | 0.7287 |
374
+ | 0.2415 | 21.5333 | 646 | 0.5230 | 0.5759 | 0.5230 | 0.7232 |
375
+ | 0.2415 | 21.6 | 648 | 0.5233 | 0.5771 | 0.5233 | 0.7234 |
376
+ | 0.2415 | 21.6667 | 650 | 0.5284 | 0.6639 | 0.5284 | 0.7269 |
377
+ | 0.2415 | 21.7333 | 652 | 0.5817 | 0.6687 | 0.5817 | 0.7627 |
378
+ | 0.2415 | 21.8 | 654 | 0.6025 | 0.6687 | 0.6025 | 0.7762 |
379
+ | 0.2415 | 21.8667 | 656 | 0.6077 | 0.6664 | 0.6077 | 0.7796 |
380
+ | 0.2415 | 21.9333 | 658 | 0.6183 | 0.6706 | 0.6183 | 0.7863 |
381
+ | 0.2415 | 22.0 | 660 | 0.5984 | 0.6359 | 0.5984 | 0.7735 |
382
+ | 0.2415 | 22.0667 | 662 | 0.5896 | 0.6243 | 0.5896 | 0.7678 |
383
+ | 0.2415 | 22.1333 | 664 | 0.6029 | 0.6243 | 0.6029 | 0.7764 |
384
+ | 0.2415 | 22.2 | 666 | 0.6242 | 0.6796 | 0.6242 | 0.7901 |
385
+ | 0.2415 | 22.2667 | 668 | 0.6782 | 0.6003 | 0.6782 | 0.8235 |
386
+ | 0.2415 | 22.3333 | 670 | 0.7254 | 0.5413 | 0.7254 | 0.8517 |
387
+ | 0.2415 | 22.4 | 672 | 0.7282 | 0.5192 | 0.7282 | 0.8533 |
388
+ | 0.2415 | 22.4667 | 674 | 0.6971 | 0.5273 | 0.6971 | 0.8349 |
389
+ | 0.2415 | 22.5333 | 676 | 0.6698 | 0.5210 | 0.6698 | 0.8184 |
390
+ | 0.2415 | 22.6 | 678 | 0.6686 | 0.4982 | 0.6686 | 0.8177 |
391
 
392
 
393
  ### Framework versions