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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_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_run2_AugV5_k12_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_run2_AugV5_k12_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: 0.7417
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- - Qwk: 0.5002
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- - Mse: 0.7417
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- - Rmse: 0.8612
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  ## Model description
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@@ -47,263 +47,272 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.05 | 2 | 3.8986 | 0.0069 | 3.8986 | 1.9745 |
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- | No log | 0.1 | 4 | 2.2101 | -0.0234 | 2.2101 | 1.4866 |
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- | No log | 0.15 | 6 | 1.3129 | 0.0 | 1.3129 | 1.1458 |
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- | No log | 0.2 | 8 | 1.1252 | 0.2175 | 1.1252 | 1.0608 |
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- | No log | 0.25 | 10 | 1.2713 | 0.0380 | 1.2713 | 1.1275 |
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- | No log | 0.3 | 12 | 1.1860 | 0.0380 | 1.1860 | 1.0891 |
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- | No log | 0.35 | 14 | 1.0427 | 0.3460 | 1.0427 | 1.0211 |
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- | No log | 0.4 | 16 | 1.0931 | 0.1352 | 1.0931 | 1.0455 |
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- | No log | 0.45 | 18 | 1.1453 | 0.0820 | 1.1453 | 1.0702 |
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- | No log | 0.5 | 20 | 0.9747 | 0.3014 | 0.9747 | 0.9873 |
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- | No log | 0.55 | 22 | 0.9461 | 0.3243 | 0.9461 | 0.9727 |
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- | No log | 0.6 | 24 | 0.9433 | 0.2991 | 0.9433 | 0.9713 |
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- | No log | 0.65 | 26 | 0.9494 | 0.2615 | 0.9494 | 0.9744 |
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- | No log | 0.7 | 28 | 1.0625 | 0.2903 | 1.0625 | 1.0308 |
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- | No log | 0.75 | 30 | 1.1884 | 0.2377 | 1.1884 | 1.0901 |
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- | No log | 0.8 | 32 | 1.3454 | 0.1905 | 1.3454 | 1.1599 |
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- | No log | 0.85 | 34 | 1.2914 | 0.1354 | 1.2914 | 1.1364 |
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- | No log | 0.9 | 36 | 1.2334 | 0.125 | 1.2334 | 1.1106 |
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- | No log | 0.95 | 38 | 1.2679 | 0.0380 | 1.2679 | 1.1260 |
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- | No log | 1.0 | 40 | 1.2594 | 0.0232 | 1.2594 | 1.1222 |
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- | No log | 1.05 | 42 | 1.1263 | 0.0850 | 1.1263 | 1.0613 |
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- | No log | 1.1 | 44 | 1.0128 | 0.2114 | 1.0128 | 1.0064 |
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- | No log | 1.15 | 46 | 1.0034 | 0.3200 | 1.0034 | 1.0017 |
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- | No log | 1.2 | 48 | 1.1248 | 0.2975 | 1.1248 | 1.0606 |
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- | No log | 1.25 | 50 | 1.1972 | 0.2729 | 1.1972 | 1.0942 |
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- | No log | 1.3 | 52 | 1.2813 | 0.2727 | 1.2813 | 1.1319 |
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- | No log | 1.35 | 54 | 1.0775 | 0.2281 | 1.0775 | 1.0380 |
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- | No log | 1.4 | 56 | 0.9822 | 0.2713 | 0.9822 | 0.9911 |
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- | No log | 1.45 | 58 | 0.9424 | 0.2888 | 0.9424 | 0.9708 |
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- | No log | 1.5 | 60 | 0.9912 | 0.3428 | 0.9912 | 0.9956 |
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- | No log | 1.55 | 62 | 1.0802 | 0.2590 | 1.0802 | 1.0393 |
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- | No log | 1.6 | 64 | 1.2054 | 0.2317 | 1.2054 | 1.0979 |
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- | No log | 1.65 | 66 | 1.0701 | 0.2448 | 1.0701 | 1.0344 |
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- | No log | 1.7 | 68 | 0.9172 | 0.3207 | 0.9172 | 0.9577 |
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- | No log | 1.75 | 70 | 0.8746 | 0.3982 | 0.8746 | 0.9352 |
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- | No log | 1.8 | 72 | 0.8400 | 0.3942 | 0.8400 | 0.9165 |
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- | No log | 1.85 | 74 | 0.8095 | 0.4416 | 0.8095 | 0.8997 |
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- | No log | 1.9 | 76 | 0.8363 | 0.4090 | 0.8363 | 0.9145 |
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- | No log | 1.95 | 78 | 0.8212 | 0.4228 | 0.8212 | 0.9062 |
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- | No log | 2.0 | 80 | 0.8142 | 0.3488 | 0.8142 | 0.9023 |
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- | No log | 2.05 | 82 | 0.9078 | 0.4044 | 0.9078 | 0.9528 |
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- | No log | 2.1 | 84 | 1.1007 | 0.2195 | 1.1007 | 1.0492 |
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- | No log | 2.15 | 86 | 1.0363 | 0.3844 | 1.0363 | 1.0180 |
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- | No log | 2.2 | 88 | 0.9949 | 0.2591 | 0.9949 | 0.9975 |
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- | No log | 2.25 | 90 | 1.0085 | 0.3059 | 1.0085 | 1.0042 |
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- | No log | 2.3 | 92 | 0.9314 | 0.2764 | 0.9314 | 0.9651 |
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- | No log | 2.35 | 94 | 0.8592 | 0.4027 | 0.8592 | 0.9270 |
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- | No log | 2.4 | 96 | 0.8740 | 0.3753 | 0.8740 | 0.9349 |
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- | No log | 2.45 | 98 | 0.9866 | 0.3631 | 0.9866 | 0.9933 |
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- | No log | 2.5 | 100 | 0.8922 | 0.4214 | 0.8922 | 0.9445 |
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- | No log | 2.55 | 102 | 0.8725 | 0.4584 | 0.8725 | 0.9341 |
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- | No log | 2.6 | 104 | 0.8846 | 0.4815 | 0.8846 | 0.9406 |
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- | No log | 2.65 | 106 | 1.0096 | 0.4043 | 1.0096 | 1.0048 |
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- | No log | 2.7 | 108 | 0.8884 | 0.4045 | 0.8884 | 0.9426 |
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- | No log | 2.75 | 110 | 0.7584 | 0.5175 | 0.7584 | 0.8709 |
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- | No log | 2.8 | 112 | 0.7003 | 0.6084 | 0.7003 | 0.8368 |
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- | No log | 2.85 | 114 | 0.8404 | 0.4377 | 0.8404 | 0.9167 |
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- | No log | 2.9 | 116 | 1.0889 | 0.4379 | 1.0889 | 1.0435 |
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- | No log | 2.95 | 118 | 1.0972 | 0.4087 | 1.0972 | 1.0475 |
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- | No log | 3.0 | 120 | 0.7927 | 0.4499 | 0.7927 | 0.8903 |
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- | No log | 3.05 | 122 | 0.7301 | 0.6035 | 0.7301 | 0.8545 |
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- | No log | 3.1 | 124 | 0.7440 | 0.5536 | 0.7440 | 0.8625 |
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- | No log | 3.15 | 126 | 0.7334 | 0.6164 | 0.7334 | 0.8564 |
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- | No log | 3.2 | 128 | 0.7751 | 0.4737 | 0.7751 | 0.8804 |
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- | No log | 3.25 | 130 | 0.8420 | 0.5470 | 0.8420 | 0.9176 |
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- | No log | 3.3 | 132 | 1.0204 | 0.4894 | 1.0204 | 1.0101 |
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- | No log | 3.35 | 134 | 0.9790 | 0.4802 | 0.9790 | 0.9894 |
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- | No log | 3.4 | 136 | 0.8101 | 0.4943 | 0.8101 | 0.9001 |
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- | No log | 3.45 | 138 | 0.7800 | 0.5267 | 0.7800 | 0.8832 |
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- | No log | 3.5 | 140 | 0.7829 | 0.5977 | 0.7829 | 0.8848 |
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- | No log | 3.55 | 142 | 0.8259 | 0.5571 | 0.8259 | 0.9088 |
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- | No log | 3.6 | 144 | 0.8143 | 0.5553 | 0.8143 | 0.9024 |
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- | No log | 3.65 | 146 | 0.8774 | 0.5045 | 0.8774 | 0.9367 |
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- | No log | 3.7 | 148 | 0.9675 | 0.3397 | 0.9675 | 0.9836 |
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- | No log | 3.75 | 150 | 0.8430 | 0.4884 | 0.8430 | 0.9182 |
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- | No log | 3.8 | 152 | 0.7413 | 0.5262 | 0.7413 | 0.8610 |
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- | No log | 3.85 | 154 | 0.7107 | 0.5407 | 0.7107 | 0.8430 |
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- | No log | 3.9 | 156 | 0.7885 | 0.5370 | 0.7885 | 0.8880 |
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- | No log | 3.95 | 158 | 0.7512 | 0.5173 | 0.7512 | 0.8667 |
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- | No log | 4.0 | 160 | 0.7311 | 0.5729 | 0.7311 | 0.8550 |
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- | No log | 4.05 | 162 | 0.7989 | 0.5342 | 0.7989 | 0.8938 |
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- | No log | 4.1 | 164 | 0.8495 | 0.5294 | 0.8495 | 0.9217 |
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- | No log | 4.15 | 166 | 0.9484 | 0.4890 | 0.9484 | 0.9739 |
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- | No log | 4.2 | 168 | 0.8906 | 0.5486 | 0.8906 | 0.9437 |
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- | No log | 4.25 | 170 | 0.7351 | 0.5722 | 0.7351 | 0.8574 |
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- | No log | 4.3 | 172 | 0.7567 | 0.5847 | 0.7567 | 0.8699 |
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- | No log | 4.35 | 174 | 0.7717 | 0.5196 | 0.7717 | 0.8785 |
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- | No log | 4.4 | 176 | 0.9796 | 0.4910 | 0.9796 | 0.9897 |
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- | No log | 4.45 | 178 | 0.9473 | 0.5621 | 0.9473 | 0.9733 |
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- | No log | 4.5 | 180 | 0.7753 | 0.5489 | 0.7753 | 0.8805 |
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- | No log | 4.55 | 182 | 0.7462 | 0.4203 | 0.7462 | 0.8638 |
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- | No log | 4.6 | 184 | 0.7578 | 0.3818 | 0.7578 | 0.8705 |
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- | No log | 4.65 | 186 | 0.7916 | 0.5089 | 0.7916 | 0.8897 |
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- | No log | 4.7 | 188 | 0.8445 | 0.5173 | 0.8445 | 0.9190 |
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- | No log | 4.75 | 190 | 0.8310 | 0.4503 | 0.8310 | 0.9116 |
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- | No log | 4.8 | 192 | 0.8237 | 0.3335 | 0.8237 | 0.9076 |
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- | No log | 4.85 | 194 | 0.8531 | 0.3603 | 0.8531 | 0.9236 |
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- | No log | 4.9 | 196 | 0.8969 | 0.3667 | 0.8969 | 0.9471 |
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- | No log | 4.95 | 198 | 0.9482 | 0.4603 | 0.9482 | 0.9738 |
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- | No log | 5.0 | 200 | 0.9268 | 0.4603 | 0.9268 | 0.9627 |
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- | No log | 5.05 | 202 | 0.8345 | 0.4822 | 0.8345 | 0.9135 |
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- | No log | 5.1 | 204 | 0.7540 | 0.5819 | 0.7540 | 0.8683 |
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- | No log | 5.15 | 206 | 0.7573 | 0.5527 | 0.7573 | 0.8702 |
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- | No log | 5.2 | 208 | 0.6901 | 0.6511 | 0.6901 | 0.8307 |
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- | No log | 5.25 | 210 | 0.7017 | 0.6371 | 0.7017 | 0.8377 |
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- | No log | 5.3 | 212 | 0.6701 | 0.6224 | 0.6701 | 0.8186 |
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- | No log | 5.35 | 214 | 0.6708 | 0.6301 | 0.6708 | 0.8190 |
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- | No log | 5.4 | 216 | 0.7253 | 0.6245 | 0.7253 | 0.8516 |
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- | No log | 5.45 | 218 | 0.7727 | 0.5224 | 0.7727 | 0.8790 |
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- | No log | 5.5 | 220 | 0.8488 | 0.5006 | 0.8488 | 0.9213 |
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- | No log | 5.55 | 222 | 0.7701 | 0.6198 | 0.7701 | 0.8775 |
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- | No log | 5.6 | 224 | 0.7079 | 0.6365 | 0.7079 | 0.8414 |
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- | No log | 5.65 | 226 | 0.7154 | 0.6076 | 0.7154 | 0.8458 |
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- | No log | 5.7 | 228 | 0.8088 | 0.5355 | 0.8088 | 0.8994 |
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- | No log | 5.75 | 230 | 0.8190 | 0.5355 | 0.8190 | 0.9050 |
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- | No log | 5.8 | 232 | 0.7571 | 0.5575 | 0.7571 | 0.8701 |
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- | No log | 5.85 | 234 | 0.7464 | 0.5594 | 0.7464 | 0.8639 |
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- | No log | 5.9 | 236 | 0.7538 | 0.5678 | 0.7538 | 0.8682 |
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- | No log | 5.95 | 238 | 0.7448 | 0.5786 | 0.7448 | 0.8630 |
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- | No log | 6.0 | 240 | 0.7282 | 0.5373 | 0.7282 | 0.8533 |
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- | No log | 6.05 | 242 | 0.7178 | 0.4927 | 0.7178 | 0.8472 |
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- | No log | 6.1 | 244 | 0.7442 | 0.5948 | 0.7442 | 0.8627 |
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- | No log | 6.15 | 246 | 0.9118 | 0.4480 | 0.9118 | 0.9549 |
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- | No log | 6.2 | 248 | 0.8806 | 0.4476 | 0.8806 | 0.9384 |
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- | No log | 6.25 | 250 | 0.7721 | 0.5266 | 0.7721 | 0.8787 |
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- | No log | 6.3 | 252 | 0.7063 | 0.6259 | 0.7063 | 0.8404 |
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- | No log | 6.35 | 254 | 0.7231 | 0.5430 | 0.7231 | 0.8503 |
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- | No log | 6.4 | 256 | 0.6965 | 0.6015 | 0.6965 | 0.8346 |
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- | No log | 6.45 | 258 | 0.7179 | 0.6083 | 0.7179 | 0.8473 |
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- | No log | 6.5 | 260 | 0.9199 | 0.5090 | 0.9199 | 0.9591 |
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- | No log | 6.55 | 262 | 0.9342 | 0.5283 | 0.9342 | 0.9665 |
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- | No log | 6.6 | 264 | 0.7634 | 0.5896 | 0.7634 | 0.8737 |
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- | No log | 6.65 | 266 | 0.7252 | 0.6078 | 0.7252 | 0.8516 |
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- | No log | 6.7 | 268 | 0.7537 | 0.5503 | 0.7537 | 0.8681 |
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- | No log | 6.75 | 270 | 0.7095 | 0.6005 | 0.7095 | 0.8423 |
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- | No log | 6.8 | 272 | 0.7303 | 0.5797 | 0.7303 | 0.8546 |
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- | No log | 6.85 | 274 | 0.7113 | 0.6324 | 0.7113 | 0.8434 |
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- | No log | 6.9 | 276 | 0.6933 | 0.6206 | 0.6933 | 0.8326 |
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- | No log | 6.95 | 278 | 0.7037 | 0.6584 | 0.7037 | 0.8389 |
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- | No log | 7.0 | 280 | 0.8008 | 0.4915 | 0.8008 | 0.8949 |
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- | No log | 7.05 | 282 | 0.7922 | 0.5114 | 0.7922 | 0.8900 |
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- | No log | 7.1 | 284 | 0.6913 | 0.6511 | 0.6913 | 0.8314 |
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- | No log | 7.15 | 286 | 0.6741 | 0.6610 | 0.6741 | 0.8210 |
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- | No log | 7.2 | 288 | 0.6744 | 0.6555 | 0.6744 | 0.8212 |
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- | No log | 7.25 | 290 | 0.6748 | 0.6288 | 0.6748 | 0.8215 |
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- | No log | 7.3 | 292 | 0.7343 | 0.5255 | 0.7343 | 0.8569 |
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- | No log | 7.35 | 294 | 0.8056 | 0.5131 | 0.8056 | 0.8975 |
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- | No log | 7.4 | 296 | 0.7573 | 0.4929 | 0.7573 | 0.8702 |
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- | No log | 7.45 | 298 | 0.7103 | 0.5928 | 0.7103 | 0.8428 |
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- | No log | 7.5 | 300 | 0.7178 | 0.5638 | 0.7178 | 0.8472 |
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- | No log | 7.55 | 302 | 0.7185 | 0.6262 | 0.7185 | 0.8477 |
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- | No log | 7.6 | 304 | 0.7414 | 0.5975 | 0.7414 | 0.8610 |
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- | No log | 7.65 | 306 | 0.7642 | 0.5810 | 0.7642 | 0.8742 |
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- | No log | 7.7 | 308 | 0.7451 | 0.6296 | 0.7451 | 0.8632 |
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- | No log | 7.75 | 310 | 0.7018 | 0.6118 | 0.7018 | 0.8377 |
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- | No log | 7.8 | 312 | 0.6953 | 0.5610 | 0.6953 | 0.8338 |
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- | No log | 7.85 | 314 | 0.7207 | 0.5117 | 0.7207 | 0.8490 |
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- | No log | 7.9 | 316 | 0.7767 | 0.5266 | 0.7767 | 0.8813 |
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- | No log | 7.95 | 318 | 0.7890 | 0.5356 | 0.7890 | 0.8883 |
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- | No log | 8.0 | 320 | 0.7450 | 0.5677 | 0.7450 | 0.8631 |
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- | No log | 8.05 | 322 | 0.7087 | 0.6296 | 0.7087 | 0.8418 |
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- | No log | 8.1 | 324 | 0.6772 | 0.6650 | 0.6772 | 0.8229 |
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- | No log | 8.15 | 326 | 0.6812 | 0.6231 | 0.6812 | 0.8253 |
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- | No log | 8.2 | 328 | 0.6651 | 0.6717 | 0.6651 | 0.8155 |
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- | No log | 8.25 | 330 | 0.6879 | 0.6326 | 0.6879 | 0.8294 |
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- | No log | 8.3 | 332 | 0.6424 | 0.6397 | 0.6424 | 0.8015 |
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- | No log | 8.35 | 334 | 0.6252 | 0.6712 | 0.6252 | 0.7907 |
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- | No log | 8.4 | 336 | 0.6391 | 0.6564 | 0.6391 | 0.7995 |
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- | No log | 8.45 | 338 | 0.6440 | 0.6564 | 0.6440 | 0.8025 |
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- | No log | 8.5 | 340 | 0.6516 | 0.6528 | 0.6516 | 0.8072 |
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- | No log | 8.55 | 342 | 0.6593 | 0.6528 | 0.6593 | 0.8120 |
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- | No log | 8.6 | 344 | 0.6854 | 0.6459 | 0.6854 | 0.8279 |
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- | No log | 8.65 | 346 | 0.7569 | 0.5788 | 0.7569 | 0.8700 |
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- | No log | 8.7 | 348 | 0.7336 | 0.6380 | 0.7336 | 0.8565 |
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- | No log | 8.75 | 350 | 0.7308 | 0.6128 | 0.7308 | 0.8549 |
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- | No log | 8.8 | 352 | 0.7367 | 0.5809 | 0.7367 | 0.8583 |
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- | No log | 8.85 | 354 | 0.7352 | 0.5223 | 0.7352 | 0.8574 |
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- | No log | 8.9 | 356 | 0.7568 | 0.4646 | 0.7568 | 0.8700 |
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- | No log | 8.95 | 358 | 0.8159 | 0.5032 | 0.8159 | 0.9033 |
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- | No log | 9.0 | 360 | 0.8637 | 0.5232 | 0.8637 | 0.9293 |
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- | No log | 9.05 | 362 | 0.8012 | 0.5165 | 0.8012 | 0.8951 |
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- | No log | 9.1 | 364 | 0.7551 | 0.5866 | 0.7551 | 0.8690 |
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- | No log | 9.15 | 366 | 0.7462 | 0.5567 | 0.7462 | 0.8639 |
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- | No log | 9.2 | 368 | 0.7506 | 0.5675 | 0.7506 | 0.8664 |
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- | No log | 9.25 | 370 | 0.7766 | 0.5869 | 0.7766 | 0.8812 |
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- | No log | 9.3 | 372 | 0.8911 | 0.5110 | 0.8911 | 0.9440 |
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- | No log | 9.35 | 374 | 0.8050 | 0.5537 | 0.8050 | 0.8972 |
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- | No log | 9.4 | 376 | 0.7276 | 0.6177 | 0.7276 | 0.8530 |
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- | No log | 9.45 | 378 | 0.7214 | 0.6133 | 0.7214 | 0.8494 |
241
- | No log | 9.5 | 380 | 0.7146 | 0.5370 | 0.7146 | 0.8454 |
242
- | No log | 9.55 | 382 | 0.7519 | 0.5595 | 0.7519 | 0.8671 |
243
- | No log | 9.6 | 384 | 0.8334 | 0.5231 | 0.8334 | 0.9129 |
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- | No log | 9.65 | 386 | 0.8016 | 0.5150 | 0.8016 | 0.8953 |
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- | No log | 9.7 | 388 | 0.7401 | 0.5317 | 0.7401 | 0.8603 |
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- | No log | 9.75 | 390 | 0.7306 | 0.5234 | 0.7306 | 0.8547 |
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- | No log | 9.8 | 392 | 0.7428 | 0.5197 | 0.7428 | 0.8619 |
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- | No log | 9.85 | 394 | 0.8091 | 0.5255 | 0.8091 | 0.8995 |
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- | No log | 9.9 | 396 | 0.9101 | 0.5318 | 0.9101 | 0.9540 |
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- | No log | 9.95 | 398 | 0.9030 | 0.5318 | 0.9030 | 0.9503 |
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- | No log | 10.0 | 400 | 0.8855 | 0.5122 | 0.8855 | 0.9410 |
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- | No log | 10.05 | 402 | 0.8028 | 0.4920 | 0.8028 | 0.8960 |
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- | No log | 10.1 | 404 | 0.7060 | 0.5690 | 0.7060 | 0.8402 |
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- | No log | 10.15 | 406 | 0.6981 | 0.5910 | 0.6981 | 0.8355 |
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- | No log | 10.2 | 408 | 0.6958 | 0.5249 | 0.6958 | 0.8341 |
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- | No log | 10.25 | 410 | 0.7528 | 0.5658 | 0.7528 | 0.8677 |
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- | No log | 10.3 | 412 | 0.7797 | 0.5343 | 0.7797 | 0.8830 |
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- | No log | 10.35 | 414 | 0.7715 | 0.5343 | 0.7715 | 0.8783 |
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- | No log | 10.4 | 416 | 0.7134 | 0.5098 | 0.7134 | 0.8446 |
260
- | No log | 10.45 | 418 | 0.6951 | 0.4898 | 0.6951 | 0.8338 |
261
- | No log | 10.5 | 420 | 0.6958 | 0.4898 | 0.6958 | 0.8342 |
262
- | No log | 10.55 | 422 | 0.7257 | 0.5383 | 0.7257 | 0.8519 |
263
- | No log | 10.6 | 424 | 0.7440 | 0.5566 | 0.7440 | 0.8626 |
264
- | No log | 10.65 | 426 | 0.7059 | 0.5821 | 0.7059 | 0.8402 |
265
- | No log | 10.7 | 428 | 0.6868 | 0.5954 | 0.6868 | 0.8288 |
266
- | No log | 10.75 | 430 | 0.6870 | 0.6464 | 0.6870 | 0.8289 |
267
- | No log | 10.8 | 432 | 0.7112 | 0.6275 | 0.7112 | 0.8433 |
268
- | No log | 10.85 | 434 | 0.7441 | 0.5875 | 0.7441 | 0.8626 |
269
- | No log | 10.9 | 436 | 0.6983 | 0.6626 | 0.6983 | 0.8357 |
270
- | No log | 10.95 | 438 | 0.6998 | 0.5909 | 0.6998 | 0.8365 |
271
- | No log | 11.0 | 440 | 0.6880 | 0.6228 | 0.6880 | 0.8295 |
272
- | No log | 11.05 | 442 | 0.6758 | 0.5656 | 0.6758 | 0.8220 |
273
- | No log | 11.1 | 444 | 0.6816 | 0.5905 | 0.6816 | 0.8256 |
274
- | No log | 11.15 | 446 | 0.7528 | 0.5549 | 0.7528 | 0.8676 |
275
- | No log | 11.2 | 448 | 0.7661 | 0.5549 | 0.7661 | 0.8753 |
276
- | No log | 11.25 | 450 | 0.6987 | 0.5798 | 0.6987 | 0.8359 |
277
- | No log | 11.3 | 452 | 0.6758 | 0.6301 | 0.6758 | 0.8221 |
278
- | No log | 11.35 | 454 | 0.6904 | 0.6305 | 0.6904 | 0.8309 |
279
- | No log | 11.4 | 456 | 0.6979 | 0.5577 | 0.6979 | 0.8354 |
280
- | No log | 11.45 | 458 | 0.7144 | 0.5658 | 0.7144 | 0.8452 |
281
- | No log | 11.5 | 460 | 0.6543 | 0.6446 | 0.6543 | 0.8089 |
282
- | No log | 11.55 | 462 | 0.6473 | 0.6017 | 0.6473 | 0.8046 |
283
- | No log | 11.6 | 464 | 0.6876 | 0.5560 | 0.6876 | 0.8292 |
284
- | No log | 11.65 | 466 | 0.6651 | 0.5665 | 0.6651 | 0.8155 |
285
- | No log | 11.7 | 468 | 0.6222 | 0.6506 | 0.6222 | 0.7888 |
286
- | No log | 11.75 | 470 | 0.6546 | 0.6035 | 0.6546 | 0.8091 |
287
- | No log | 11.8 | 472 | 0.6596 | 0.6035 | 0.6596 | 0.8122 |
288
- | No log | 11.85 | 474 | 0.6279 | 0.6518 | 0.6279 | 0.7924 |
289
- | No log | 11.9 | 476 | 0.6515 | 0.5581 | 0.6515 | 0.8071 |
290
- | No log | 11.95 | 478 | 0.6608 | 0.5581 | 0.6608 | 0.8129 |
291
- | No log | 12.0 | 480 | 0.6327 | 0.6209 | 0.6327 | 0.7954 |
292
- | No log | 12.05 | 482 | 0.7047 | 0.5243 | 0.7047 | 0.8395 |
293
- | No log | 12.1 | 484 | 0.7745 | 0.5122 | 0.7745 | 0.8801 |
294
- | No log | 12.15 | 486 | 0.7326 | 0.5342 | 0.7326 | 0.8559 |
295
- | No log | 12.2 | 488 | 0.7003 | 0.5810 | 0.7003 | 0.8368 |
296
- | No log | 12.25 | 490 | 0.6934 | 0.5221 | 0.6934 | 0.8327 |
297
- | No log | 12.3 | 492 | 0.7079 | 0.4612 | 0.7079 | 0.8414 |
298
- | No log | 12.35 | 494 | 0.7390 | 0.5070 | 0.7390 | 0.8597 |
299
- | No log | 12.4 | 496 | 0.8471 | 0.5220 | 0.8471 | 0.9204 |
300
- | No log | 12.45 | 498 | 0.9200 | 0.5 | 0.9200 | 0.9592 |
301
- | 0.2821 | 12.5 | 500 | 0.8419 | 0.5019 | 0.8419 | 0.9176 |
302
- | 0.2821 | 12.55 | 502 | 0.7355 | 0.4843 | 0.7355 | 0.8576 |
303
- | 0.2821 | 12.6 | 504 | 0.7297 | 0.4983 | 0.7297 | 0.8542 |
304
- | 0.2821 | 12.65 | 506 | 0.7694 | 0.4990 | 0.7694 | 0.8771 |
305
- | 0.2821 | 12.7 | 508 | 0.7487 | 0.4983 | 0.7487 | 0.8653 |
306
- | 0.2821 | 12.75 | 510 | 0.7417 | 0.5002 | 0.7417 | 0.8612 |
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_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_run2_AugV5_k13_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: 0.8341
19
+ - Qwk: 0.3590
20
+ - Mse: 0.8341
21
+ - Rmse: 0.9133
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0476 | 2 | 4.1274 | 0.0130 | 4.1274 | 2.0316 |
53
+ | No log | 0.0952 | 4 | 2.5328 | 0.0126 | 2.5328 | 1.5915 |
54
+ | No log | 0.1429 | 6 | 2.2970 | 0.0458 | 2.2970 | 1.5156 |
55
+ | No log | 0.1905 | 8 | 1.8055 | 0.1179 | 1.8055 | 1.3437 |
56
+ | No log | 0.2381 | 10 | 1.1105 | 0.2781 | 1.1105 | 1.0538 |
57
+ | No log | 0.2857 | 12 | 1.0330 | 0.3896 | 1.0330 | 1.0163 |
58
+ | No log | 0.3333 | 14 | 1.2105 | 0.0760 | 1.2105 | 1.1002 |
59
+ | No log | 0.3810 | 16 | 1.4923 | 0.0 | 1.4923 | 1.2216 |
60
+ | No log | 0.4286 | 18 | 1.5578 | 0.0 | 1.5578 | 1.2481 |
61
+ | No log | 0.4762 | 20 | 1.4850 | 0.0 | 1.4850 | 1.2186 |
62
+ | No log | 0.5238 | 22 | 1.3394 | 0.0 | 1.3394 | 1.1573 |
63
+ | No log | 0.5714 | 24 | 1.2428 | 0.0 | 1.2428 | 1.1148 |
64
+ | No log | 0.6190 | 26 | 1.1314 | 0.1471 | 1.1314 | 1.0637 |
65
+ | No log | 0.6667 | 28 | 1.1012 | 0.2711 | 1.1012 | 1.0494 |
66
+ | No log | 0.7143 | 30 | 1.1347 | 0.2119 | 1.1347 | 1.0652 |
67
+ | No log | 0.7619 | 32 | 1.2425 | 0.0611 | 1.2425 | 1.1147 |
68
+ | No log | 0.8095 | 34 | 1.1715 | 0.0883 | 1.1715 | 1.0824 |
69
+ | No log | 0.8571 | 36 | 1.1761 | 0.0 | 1.1761 | 1.0845 |
70
+ | No log | 0.9048 | 38 | 1.2350 | 0.0 | 1.2350 | 1.1113 |
71
+ | No log | 0.9524 | 40 | 1.1355 | 0.1114 | 1.1355 | 1.0656 |
72
+ | No log | 1.0 | 42 | 1.0671 | 0.2734 | 1.0671 | 1.0330 |
73
+ | No log | 1.0476 | 44 | 1.0352 | 0.3332 | 1.0352 | 1.0174 |
74
+ | No log | 1.0952 | 46 | 1.1802 | 0.3307 | 1.1802 | 1.0864 |
75
+ | No log | 1.1429 | 48 | 1.6303 | 0.0997 | 1.6303 | 1.2768 |
76
+ | No log | 1.1905 | 50 | 1.4463 | 0.1956 | 1.4463 | 1.2026 |
77
+ | No log | 1.2381 | 52 | 1.0354 | 0.2639 | 1.0354 | 1.0176 |
78
+ | No log | 1.2857 | 54 | 0.9785 | 0.2764 | 0.9785 | 0.9892 |
79
+ | No log | 1.3333 | 56 | 0.9658 | 0.2615 | 0.9658 | 0.9827 |
80
+ | No log | 1.3810 | 58 | 0.9853 | 0.2956 | 0.9853 | 0.9926 |
81
+ | No log | 1.4286 | 60 | 1.0190 | 0.3143 | 1.0190 | 1.0095 |
82
+ | No log | 1.4762 | 62 | 1.0529 | 0.2196 | 1.0529 | 1.0261 |
83
+ | No log | 1.5238 | 64 | 1.1359 | 0.1086 | 1.1359 | 1.0658 |
84
+ | No log | 1.5714 | 66 | 1.2213 | 0.0731 | 1.2213 | 1.1051 |
85
+ | No log | 1.6190 | 68 | 1.1537 | 0.0849 | 1.1537 | 1.0741 |
86
+ | No log | 1.6667 | 70 | 1.1574 | 0.0849 | 1.1574 | 1.0758 |
87
+ | No log | 1.7143 | 72 | 1.0914 | 0.1471 | 1.0914 | 1.0447 |
88
+ | No log | 1.7619 | 74 | 1.0104 | 0.2343 | 1.0104 | 1.0052 |
89
+ | No log | 1.8095 | 76 | 0.8979 | 0.3457 | 0.8979 | 0.9476 |
90
+ | No log | 1.8571 | 78 | 0.8485 | 0.4002 | 0.8485 | 0.9211 |
91
+ | No log | 1.9048 | 80 | 0.8465 | 0.3288 | 0.8465 | 0.9201 |
92
+ | No log | 1.9524 | 82 | 0.8602 | 0.2643 | 0.8602 | 0.9275 |
93
+ | No log | 2.0 | 84 | 0.8834 | 0.2770 | 0.8834 | 0.9399 |
94
+ | No log | 2.0476 | 86 | 0.8722 | 0.2770 | 0.8722 | 0.9339 |
95
+ | No log | 2.0952 | 88 | 0.8856 | 0.2770 | 0.8856 | 0.9411 |
96
+ | No log | 2.1429 | 90 | 0.8449 | 0.2944 | 0.8449 | 0.9192 |
97
+ | No log | 2.1905 | 92 | 0.8357 | 0.2788 | 0.8357 | 0.9142 |
98
+ | No log | 2.2381 | 94 | 0.8640 | 0.3445 | 0.8640 | 0.9295 |
99
+ | No log | 2.2857 | 96 | 0.8835 | 0.3398 | 0.8835 | 0.9399 |
100
+ | No log | 2.3333 | 98 | 0.9982 | 0.3625 | 0.9982 | 0.9991 |
101
+ | No log | 2.3810 | 100 | 1.0828 | 0.3574 | 1.0828 | 1.0406 |
102
+ | No log | 2.4286 | 102 | 0.9594 | 0.3988 | 0.9594 | 0.9795 |
103
+ | No log | 2.4762 | 104 | 0.9214 | 0.3820 | 0.9214 | 0.9599 |
104
+ | No log | 2.5238 | 106 | 0.8717 | 0.4254 | 0.8717 | 0.9337 |
105
+ | No log | 2.5714 | 108 | 0.9336 | 0.4470 | 0.9336 | 0.9662 |
106
+ | No log | 2.6190 | 110 | 1.1721 | 0.3493 | 1.1721 | 1.0827 |
107
+ | No log | 2.6667 | 112 | 1.2195 | 0.2881 | 1.2195 | 1.1043 |
108
+ | No log | 2.7143 | 114 | 1.0523 | 0.2791 | 1.0523 | 1.0258 |
109
+ | No log | 2.7619 | 116 | 0.8778 | 0.4828 | 0.8778 | 0.9369 |
110
+ | No log | 2.8095 | 118 | 0.8010 | 0.4903 | 0.8010 | 0.8950 |
111
+ | No log | 2.8571 | 120 | 0.8239 | 0.4613 | 0.8239 | 0.9077 |
112
+ | No log | 2.9048 | 122 | 0.8505 | 0.4712 | 0.8505 | 0.9222 |
113
+ | No log | 2.9524 | 124 | 0.8165 | 0.4599 | 0.8165 | 0.9036 |
114
+ | No log | 3.0 | 126 | 0.8336 | 0.4712 | 0.8336 | 0.9130 |
115
+ | No log | 3.0476 | 128 | 0.8458 | 0.4824 | 0.8458 | 0.9197 |
116
+ | No log | 3.0952 | 130 | 0.9637 | 0.4334 | 0.9637 | 0.9817 |
117
+ | No log | 3.1429 | 132 | 0.9637 | 0.4078 | 0.9637 | 0.9817 |
118
+ | No log | 3.1905 | 134 | 0.8754 | 0.4568 | 0.8754 | 0.9357 |
119
+ | No log | 3.2381 | 136 | 0.7896 | 0.4097 | 0.7896 | 0.8886 |
120
+ | No log | 3.2857 | 138 | 0.7922 | 0.4277 | 0.7922 | 0.8900 |
121
+ | No log | 3.3333 | 140 | 0.7939 | 0.3817 | 0.7939 | 0.8910 |
122
+ | No log | 3.3810 | 142 | 0.7949 | 0.4353 | 0.7949 | 0.8916 |
123
+ | No log | 3.4286 | 144 | 0.8554 | 0.4946 | 0.8554 | 0.9249 |
124
+ | No log | 3.4762 | 146 | 0.9155 | 0.5385 | 0.9155 | 0.9568 |
125
+ | No log | 3.5238 | 148 | 0.8351 | 0.5266 | 0.8351 | 0.9139 |
126
+ | No log | 3.5714 | 150 | 0.8160 | 0.5383 | 0.8160 | 0.9033 |
127
+ | No log | 3.6190 | 152 | 0.8352 | 0.5383 | 0.8352 | 0.9139 |
128
+ | No log | 3.6667 | 154 | 0.8356 | 0.5173 | 0.8356 | 0.9141 |
129
+ | No log | 3.7143 | 156 | 0.8425 | 0.5208 | 0.8425 | 0.9179 |
130
+ | No log | 3.7619 | 158 | 0.8522 | 0.3747 | 0.8522 | 0.9232 |
131
+ | No log | 3.8095 | 160 | 0.8541 | 0.3256 | 0.8541 | 0.9242 |
132
+ | No log | 3.8571 | 162 | 0.8661 | 0.4966 | 0.8661 | 0.9307 |
133
+ | No log | 3.9048 | 164 | 0.9456 | 0.4417 | 0.9456 | 0.9724 |
134
+ | No log | 3.9524 | 166 | 0.9279 | 0.3957 | 0.9279 | 0.9633 |
135
+ | No log | 4.0 | 168 | 0.9541 | 0.3024 | 0.9541 | 0.9768 |
136
+ | No log | 4.0476 | 170 | 0.9291 | 0.4234 | 0.9291 | 0.9639 |
137
+ | No log | 4.0952 | 172 | 0.8858 | 0.5128 | 0.8858 | 0.9412 |
138
+ | No log | 4.1429 | 174 | 0.8580 | 0.5255 | 0.8580 | 0.9263 |
139
+ | No log | 4.1905 | 176 | 0.8790 | 0.5302 | 0.8790 | 0.9375 |
140
+ | No log | 4.2381 | 178 | 0.9195 | 0.4570 | 0.9195 | 0.9589 |
141
+ | No log | 4.2857 | 180 | 0.9392 | 0.4427 | 0.9392 | 0.9691 |
142
+ | No log | 4.3333 | 182 | 0.9178 | 0.3908 | 0.9178 | 0.9580 |
143
+ | No log | 4.3810 | 184 | 0.9342 | 0.4031 | 0.9342 | 0.9665 |
144
+ | No log | 4.4286 | 186 | 0.8873 | 0.3733 | 0.8873 | 0.9420 |
145
+ | No log | 4.4762 | 188 | 0.8652 | 0.3733 | 0.8652 | 0.9302 |
146
+ | No log | 4.5238 | 190 | 0.8462 | 0.4598 | 0.8462 | 0.9199 |
147
+ | No log | 4.5714 | 192 | 0.8212 | 0.4824 | 0.8212 | 0.9062 |
148
+ | No log | 4.6190 | 194 | 0.8022 | 0.4555 | 0.8022 | 0.8957 |
149
+ | No log | 4.6667 | 196 | 0.8018 | 0.4676 | 0.8018 | 0.8955 |
150
+ | No log | 4.7143 | 198 | 0.8031 | 0.5116 | 0.8031 | 0.8961 |
151
+ | No log | 4.7619 | 200 | 0.8469 | 0.5076 | 0.8469 | 0.9203 |
152
+ | No log | 4.8095 | 202 | 0.8404 | 0.4982 | 0.8404 | 0.9168 |
153
+ | No log | 4.8571 | 204 | 0.8581 | 0.4725 | 0.8581 | 0.9263 |
154
+ | No log | 4.9048 | 206 | 0.8237 | 0.5116 | 0.8237 | 0.9076 |
155
+ | No log | 4.9524 | 208 | 0.8660 | 0.4439 | 0.8660 | 0.9306 |
156
+ | No log | 5.0 | 210 | 0.9112 | 0.4444 | 0.9112 | 0.9545 |
157
+ | No log | 5.0476 | 212 | 0.9125 | 0.4681 | 0.9125 | 0.9552 |
158
+ | No log | 5.0952 | 214 | 0.9758 | 0.3814 | 0.9758 | 0.9878 |
159
+ | No log | 5.1429 | 216 | 0.9718 | 0.3696 | 0.9718 | 0.9858 |
160
+ | No log | 5.1905 | 218 | 0.9050 | 0.4459 | 0.9050 | 0.9513 |
161
+ | No log | 5.2381 | 220 | 0.8668 | 0.4752 | 0.8668 | 0.9310 |
162
+ | No log | 5.2857 | 222 | 0.8554 | 0.4537 | 0.8554 | 0.9249 |
163
+ | No log | 5.3333 | 224 | 0.9045 | 0.4085 | 0.9045 | 0.9511 |
164
+ | No log | 5.3810 | 226 | 0.9724 | 0.4002 | 0.9724 | 0.9861 |
165
+ | No log | 5.4286 | 228 | 0.9461 | 0.4186 | 0.9461 | 0.9727 |
166
+ | No log | 5.4762 | 230 | 0.9472 | 0.4553 | 0.9472 | 0.9733 |
167
+ | No log | 5.5238 | 232 | 0.9708 | 0.4313 | 0.9708 | 0.9853 |
168
+ | No log | 5.5714 | 234 | 1.0847 | 0.3675 | 1.0847 | 1.0415 |
169
+ | No log | 5.6190 | 236 | 1.1206 | 0.2807 | 1.1206 | 1.0586 |
170
+ | No log | 5.6667 | 238 | 1.0129 | 0.3602 | 1.0129 | 1.0064 |
171
+ | No log | 5.7143 | 240 | 0.9604 | 0.4439 | 0.9604 | 0.9800 |
172
+ | No log | 5.7619 | 242 | 0.9606 | 0.4304 | 0.9606 | 0.9801 |
173
+ | No log | 5.8095 | 244 | 0.9528 | 0.4030 | 0.9528 | 0.9761 |
174
+ | No log | 5.8571 | 246 | 0.9389 | 0.3474 | 0.9389 | 0.9690 |
175
+ | No log | 5.9048 | 248 | 0.9250 | 0.3445 | 0.9250 | 0.9618 |
176
+ | No log | 5.9524 | 250 | 0.9052 | 0.3590 | 0.9052 | 0.9514 |
177
+ | No log | 6.0 | 252 | 0.9359 | 0.3695 | 0.9359 | 0.9674 |
178
+ | No log | 6.0476 | 254 | 0.8797 | 0.3879 | 0.8797 | 0.9379 |
179
+ | No log | 6.0952 | 256 | 0.8572 | 0.4329 | 0.8572 | 0.9258 |
180
+ | No log | 6.1429 | 258 | 0.8584 | 0.4065 | 0.8584 | 0.9265 |
181
+ | No log | 6.1905 | 260 | 0.8793 | 0.3765 | 0.8793 | 0.9377 |
182
+ | No log | 6.2381 | 262 | 0.8826 | 0.3596 | 0.8826 | 0.9394 |
183
+ | No log | 6.2857 | 264 | 0.8959 | 0.3762 | 0.8959 | 0.9465 |
184
+ | No log | 6.3333 | 266 | 0.9086 | 0.3802 | 0.9086 | 0.9532 |
185
+ | No log | 6.3810 | 268 | 0.9266 | 0.4086 | 0.9266 | 0.9626 |
186
+ | No log | 6.4286 | 270 | 0.9351 | 0.4976 | 0.9351 | 0.9670 |
187
+ | No log | 6.4762 | 272 | 0.9195 | 0.4976 | 0.9195 | 0.9589 |
188
+ | No log | 6.5238 | 274 | 0.9098 | 0.4752 | 0.9098 | 0.9538 |
189
+ | No log | 6.5714 | 276 | 0.8729 | 0.4086 | 0.8729 | 0.9343 |
190
+ | No log | 6.6190 | 278 | 0.8748 | 0.4861 | 0.8748 | 0.9353 |
191
+ | No log | 6.6667 | 280 | 0.9460 | 0.5128 | 0.9460 | 0.9726 |
192
+ | No log | 6.7143 | 282 | 1.1153 | 0.3516 | 1.1153 | 1.0561 |
193
+ | No log | 6.7619 | 284 | 1.0788 | 0.4100 | 1.0788 | 1.0387 |
194
+ | No log | 6.8095 | 286 | 0.8964 | 0.4220 | 0.8964 | 0.9468 |
195
+ | No log | 6.8571 | 288 | 0.8596 | 0.4269 | 0.8596 | 0.9271 |
196
+ | No log | 6.9048 | 290 | 0.8560 | 0.5062 | 0.8560 | 0.9252 |
197
+ | No log | 6.9524 | 292 | 0.9966 | 0.4361 | 0.9966 | 0.9983 |
198
+ | No log | 7.0 | 294 | 0.9577 | 0.4898 | 0.9577 | 0.9786 |
199
+ | No log | 7.0476 | 296 | 0.9003 | 0.5137 | 0.9003 | 0.9488 |
200
+ | No log | 7.0952 | 298 | 0.8789 | 0.5254 | 0.8789 | 0.9375 |
201
+ | No log | 7.1429 | 300 | 0.8382 | 0.4940 | 0.8382 | 0.9155 |
202
+ | No log | 7.1905 | 302 | 0.8421 | 0.4940 | 0.8421 | 0.9177 |
203
+ | No log | 7.2381 | 304 | 0.7845 | 0.4757 | 0.7845 | 0.8857 |
204
+ | No log | 7.2857 | 306 | 0.7830 | 0.4297 | 0.7830 | 0.8849 |
205
+ | No log | 7.3333 | 308 | 0.8523 | 0.5035 | 0.8523 | 0.9232 |
206
+ | No log | 7.3810 | 310 | 0.8791 | 0.5134 | 0.8791 | 0.9376 |
207
+ | No log | 7.4286 | 312 | 0.8210 | 0.5173 | 0.8210 | 0.9061 |
208
+ | No log | 7.4762 | 314 | 0.8199 | 0.5482 | 0.8199 | 0.9055 |
209
+ | No log | 7.5238 | 316 | 0.9092 | 0.48 | 0.9092 | 0.9535 |
210
+ | No log | 7.5714 | 318 | 1.0393 | 0.4786 | 1.0393 | 1.0195 |
211
+ | No log | 7.6190 | 320 | 0.9844 | 0.4497 | 0.9844 | 0.9922 |
212
+ | No log | 7.6667 | 322 | 0.9342 | 0.4707 | 0.9342 | 0.9665 |
213
+ | No log | 7.7143 | 324 | 0.8424 | 0.5279 | 0.8424 | 0.9178 |
214
+ | No log | 7.7619 | 326 | 0.8503 | 0.5067 | 0.8503 | 0.9221 |
215
+ | No log | 7.8095 | 328 | 0.8934 | 0.4575 | 0.8934 | 0.9452 |
216
+ | No log | 7.8571 | 330 | 0.8379 | 0.4966 | 0.8379 | 0.9153 |
217
+ | No log | 7.9048 | 332 | 0.8190 | 0.4368 | 0.8190 | 0.9050 |
218
+ | No log | 7.9524 | 334 | 0.8241 | 0.4960 | 0.8241 | 0.9078 |
219
+ | No log | 8.0 | 336 | 0.8375 | 0.5173 | 0.8375 | 0.9151 |
220
+ | No log | 8.0476 | 338 | 0.9074 | 0.4695 | 0.9074 | 0.9526 |
221
+ | No log | 8.0952 | 340 | 0.9257 | 0.4577 | 0.9257 | 0.9621 |
222
+ | No log | 8.1429 | 342 | 0.9120 | 0.3710 | 0.9120 | 0.9550 |
223
+ | No log | 8.1905 | 344 | 0.9389 | 0.2651 | 0.9389 | 0.9690 |
224
+ | No log | 8.2381 | 346 | 0.9503 | 0.2651 | 0.9503 | 0.9748 |
225
+ | No log | 8.2857 | 348 | 0.8926 | 0.2873 | 0.8926 | 0.9448 |
226
+ | No log | 8.3333 | 350 | 0.8589 | 0.4138 | 0.8589 | 0.9268 |
227
+ | No log | 8.3810 | 352 | 0.8485 | 0.4065 | 0.8485 | 0.9211 |
228
+ | No log | 8.4286 | 354 | 0.8427 | 0.4423 | 0.8427 | 0.9180 |
229
+ | No log | 8.4762 | 356 | 0.9176 | 0.4588 | 0.9176 | 0.9579 |
230
+ | No log | 8.5238 | 358 | 0.9572 | 0.4815 | 0.9572 | 0.9783 |
231
+ | No log | 8.5714 | 360 | 0.9676 | 0.4695 | 0.9676 | 0.9837 |
232
+ | No log | 8.6190 | 362 | 0.9577 | 0.4573 | 0.9577 | 0.9786 |
233
+ | No log | 8.6667 | 364 | 0.9494 | 0.4326 | 0.9494 | 0.9744 |
234
+ | No log | 8.7143 | 366 | 0.9419 | 0.4326 | 0.9419 | 0.9705 |
235
+ | No log | 8.7619 | 368 | 0.9431 | 0.4326 | 0.9431 | 0.9711 |
236
+ | No log | 8.8095 | 370 | 0.8859 | 0.5089 | 0.8859 | 0.9412 |
237
+ | No log | 8.8571 | 372 | 0.9342 | 0.4711 | 0.9342 | 0.9666 |
238
+ | No log | 8.9048 | 374 | 1.0265 | 0.4464 | 1.0265 | 1.0131 |
239
+ | No log | 8.9524 | 376 | 1.0069 | 0.4807 | 1.0069 | 1.0035 |
240
+ | No log | 9.0 | 378 | 0.9064 | 0.4711 | 0.9064 | 0.9521 |
241
+ | No log | 9.0476 | 380 | 0.8619 | 0.4515 | 0.8619 | 0.9284 |
242
+ | No log | 9.0952 | 382 | 0.8703 | 0.4254 | 0.8703 | 0.9329 |
243
+ | No log | 9.1429 | 384 | 0.9180 | 0.4343 | 0.9180 | 0.9581 |
244
+ | No log | 9.1905 | 386 | 0.8812 | 0.4352 | 0.8812 | 0.9387 |
245
+ | No log | 9.2381 | 388 | 0.8510 | 0.4515 | 0.8510 | 0.9225 |
246
+ | No log | 9.2857 | 390 | 0.8546 | 0.4507 | 0.8546 | 0.9244 |
247
+ | No log | 9.3333 | 392 | 0.8869 | 0.4829 | 0.8869 | 0.9418 |
248
+ | No log | 9.3810 | 394 | 0.9424 | 0.5255 | 0.9424 | 0.9708 |
249
+ | No log | 9.4286 | 396 | 1.0838 | 0.3802 | 1.0838 | 1.0410 |
250
+ | No log | 9.4762 | 398 | 1.0323 | 0.4278 | 1.0323 | 1.0160 |
251
+ | No log | 9.5238 | 400 | 0.8824 | 0.4257 | 0.8824 | 0.9393 |
252
+ | No log | 9.5714 | 402 | 0.8518 | 0.4145 | 0.8518 | 0.9229 |
253
+ | No log | 9.6190 | 404 | 0.8475 | 0.4145 | 0.8475 | 0.9206 |
254
+ | No log | 9.6667 | 406 | 0.8821 | 0.4089 | 0.8821 | 0.9392 |
255
+ | No log | 9.7143 | 408 | 0.9330 | 0.4916 | 0.9330 | 0.9659 |
256
+ | No log | 9.7619 | 410 | 1.0115 | 0.4681 | 1.0115 | 1.0058 |
257
+ | No log | 9.8095 | 412 | 0.9500 | 0.4807 | 0.9500 | 0.9747 |
258
+ | No log | 9.8571 | 414 | 0.8622 | 0.4853 | 0.8622 | 0.9286 |
259
+ | No log | 9.9048 | 416 | 0.8432 | 0.4336 | 0.8432 | 0.9182 |
260
+ | No log | 9.9524 | 418 | 0.8625 | 0.5059 | 0.8625 | 0.9287 |
261
+ | No log | 10.0 | 420 | 0.9765 | 0.4907 | 0.9765 | 0.9882 |
262
+ | No log | 10.0476 | 422 | 1.0012 | 0.4581 | 1.0012 | 1.0006 |
263
+ | No log | 10.0952 | 424 | 0.9030 | 0.4588 | 0.9030 | 0.9502 |
264
+ | No log | 10.1429 | 426 | 0.8287 | 0.3994 | 0.8287 | 0.9103 |
265
+ | No log | 10.1905 | 428 | 0.8444 | 0.3097 | 0.8444 | 0.9189 |
266
+ | No log | 10.2381 | 430 | 0.8421 | 0.2788 | 0.8421 | 0.9177 |
267
+ | No log | 10.2857 | 432 | 0.8393 | 0.3838 | 0.8393 | 0.9161 |
268
+ | No log | 10.3333 | 434 | 0.8649 | 0.3682 | 0.8649 | 0.9300 |
269
+ | No log | 10.3810 | 436 | 0.8959 | 0.4455 | 0.8959 | 0.9465 |
270
+ | No log | 10.4286 | 438 | 0.8810 | 0.4119 | 0.8810 | 0.9386 |
271
+ | No log | 10.4762 | 440 | 0.8657 | 0.4499 | 0.8657 | 0.9305 |
272
+ | No log | 10.5238 | 442 | 0.9176 | 0.5039 | 0.9176 | 0.9579 |
273
+ | No log | 10.5714 | 444 | 0.9390 | 0.5039 | 0.9390 | 0.9690 |
274
+ | No log | 10.6190 | 446 | 0.9063 | 0.4829 | 0.9063 | 0.9520 |
275
+ | No log | 10.6667 | 448 | 0.9063 | 0.4603 | 0.9063 | 0.9520 |
276
+ | No log | 10.7143 | 450 | 0.9312 | 0.4603 | 0.9312 | 0.9650 |
277
+ | No log | 10.7619 | 452 | 0.9106 | 0.4603 | 0.9106 | 0.9543 |
278
+ | No log | 10.8095 | 454 | 0.8950 | 0.4257 | 0.8950 | 0.9460 |
279
+ | No log | 10.8571 | 456 | 0.8995 | 0.4257 | 0.8995 | 0.9484 |
280
+ | No log | 10.9048 | 458 | 0.9349 | 0.4826 | 0.9349 | 0.9669 |
281
+ | No log | 10.9524 | 460 | 0.9290 | 0.4709 | 0.9290 | 0.9639 |
282
+ | No log | 11.0 | 462 | 0.9190 | 0.4604 | 0.9190 | 0.9586 |
283
+ | No log | 11.0476 | 464 | 0.8675 | 0.4280 | 0.8675 | 0.9314 |
284
+ | No log | 11.0952 | 466 | 0.8648 | 0.4280 | 0.8648 | 0.9299 |
285
+ | No log | 11.1429 | 468 | 0.8976 | 0.4119 | 0.8976 | 0.9474 |
286
+ | No log | 11.1905 | 470 | 0.9058 | 0.4131 | 0.9058 | 0.9517 |
287
+ | No log | 11.2381 | 472 | 0.8617 | 0.4503 | 0.8617 | 0.9283 |
288
+ | No log | 11.2857 | 474 | 0.8639 | 0.4507 | 0.8639 | 0.9295 |
289
+ | No log | 11.3333 | 476 | 0.9284 | 0.5039 | 0.9284 | 0.9635 |
290
+ | No log | 11.3810 | 478 | 0.9612 | 0.4920 | 0.9612 | 0.9804 |
291
+ | No log | 11.4286 | 480 | 0.8940 | 0.5365 | 0.8940 | 0.9455 |
292
+ | No log | 11.4762 | 482 | 0.8208 | 0.4768 | 0.8208 | 0.9060 |
293
+ | No log | 11.5238 | 484 | 0.8086 | 0.4534 | 0.8086 | 0.8992 |
294
+ | No log | 11.5714 | 486 | 0.8000 | 0.4531 | 0.8000 | 0.8944 |
295
+ | No log | 11.6190 | 488 | 0.8163 | 0.4407 | 0.8163 | 0.9035 |
296
+ | No log | 11.6667 | 490 | 0.8847 | 0.3824 | 0.8847 | 0.9406 |
297
+ | No log | 11.7143 | 492 | 0.9233 | 0.4555 | 0.9233 | 0.9609 |
298
+ | No log | 11.7619 | 494 | 0.8744 | 0.4570 | 0.8744 | 0.9351 |
299
+ | No log | 11.8095 | 496 | 0.8847 | 0.5013 | 0.8847 | 0.9406 |
300
+ | No log | 11.8571 | 498 | 0.9265 | 0.4898 | 0.9265 | 0.9626 |
301
+ | 0.3038 | 11.9048 | 500 | 0.9193 | 0.5013 | 0.9193 | 0.9588 |
302
+ | 0.3038 | 11.9524 | 502 | 0.8905 | 0.5013 | 0.8905 | 0.9437 |
303
+ | 0.3038 | 12.0 | 504 | 0.9127 | 0.5013 | 0.9127 | 0.9553 |
304
+ | 0.3038 | 12.0476 | 506 | 0.8915 | 0.5013 | 0.8915 | 0.9442 |
305
+ | 0.3038 | 12.0952 | 508 | 0.8456 | 0.5013 | 0.8456 | 0.9195 |
306
+ | 0.3038 | 12.1429 | 510 | 0.8038 | 0.5041 | 0.8038 | 0.8966 |
307
+ | 0.3038 | 12.1905 | 512 | 0.8431 | 0.5013 | 0.8431 | 0.9182 |
308
+ | 0.3038 | 12.2381 | 514 | 0.8390 | 0.4695 | 0.8390 | 0.9160 |
309
+ | 0.3038 | 12.2857 | 516 | 0.8123 | 0.5041 | 0.8123 | 0.9013 |
310
+ | 0.3038 | 12.3333 | 518 | 0.8072 | 0.5041 | 0.8072 | 0.8985 |
311
+ | 0.3038 | 12.3810 | 520 | 0.7938 | 0.4712 | 0.7938 | 0.8910 |
312
+ | 0.3038 | 12.4286 | 522 | 0.8004 | 0.3860 | 0.8004 | 0.8946 |
313
+ | 0.3038 | 12.4762 | 524 | 0.8081 | 0.3149 | 0.8081 | 0.8989 |
314
+ | 0.3038 | 12.5238 | 526 | 0.8279 | 0.3311 | 0.8279 | 0.9099 |
315
+ | 0.3038 | 12.5714 | 528 | 0.8341 | 0.3590 | 0.8341 | 0.9133 |
316
 
317
 
318
  ### Framework versions