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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task7_organization

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  1. README.md +261 -261
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7011
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- - Qwk: 0.2019
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- - Mse: 0.7011
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- - Rmse: 0.8373
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  ## Model description
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@@ -49,261 +49,261 @@ 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 | 0.0588 | 2 | 2.6346 | -0.0407 | 2.6346 | 1.6231 |
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- | No log | 0.1176 | 4 | 1.2619 | 0.0721 | 1.2619 | 1.1233 |
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- | No log | 0.1765 | 6 | 0.9824 | -0.0220 | 0.9824 | 0.9911 |
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- | No log | 0.2353 | 8 | 0.8835 | 0.1222 | 0.8835 | 0.9399 |
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- | No log | 0.2941 | 10 | 1.0735 | 0.0860 | 1.0735 | 1.0361 |
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- | No log | 0.3529 | 12 | 1.1183 | 0.0391 | 1.1183 | 1.0575 |
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- | No log | 0.4118 | 14 | 0.9394 | -0.0197 | 0.9394 | 0.9692 |
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- | No log | 0.4706 | 16 | 0.8901 | -0.0887 | 0.8901 | 0.9435 |
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- | No log | 0.5294 | 18 | 0.8804 | -0.0887 | 0.8804 | 0.9383 |
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- | No log | 0.5882 | 20 | 0.8468 | 0.0804 | 0.8468 | 0.9202 |
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- | No log | 0.6471 | 22 | 0.8352 | 0.0804 | 0.8352 | 0.9139 |
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- | No log | 0.7059 | 24 | 0.8758 | 0.0361 | 0.8758 | 0.9358 |
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- | No log | 0.7647 | 26 | 0.9457 | -0.0375 | 0.9457 | 0.9725 |
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- | No log | 0.8235 | 28 | 0.9185 | 0.2808 | 0.9185 | 0.9584 |
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- | No log | 0.8824 | 30 | 1.0042 | 0.2585 | 1.0042 | 1.0021 |
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- | No log | 0.9412 | 32 | 0.9983 | 0.2263 | 0.9983 | 0.9991 |
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- | No log | 1.0 | 34 | 0.8857 | 0.1739 | 0.8857 | 0.9411 |
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- | No log | 1.0588 | 36 | 0.7893 | 0.0 | 0.7893 | 0.8884 |
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- | No log | 1.1176 | 38 | 0.7986 | 0.0495 | 0.7986 | 0.8936 |
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- | No log | 1.1765 | 40 | 0.8459 | 0.0495 | 0.8459 | 0.9197 |
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- | No log | 1.2353 | 42 | 0.9159 | 0.0944 | 0.9159 | 0.9570 |
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- | No log | 1.2941 | 44 | 0.8121 | 0.0495 | 0.8121 | 0.9012 |
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- | No log | 1.3529 | 46 | 0.7516 | 0.1007 | 0.7516 | 0.8669 |
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- | No log | 1.4118 | 48 | 0.9027 | 0.2784 | 0.9027 | 0.9501 |
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- | No log | 1.4706 | 50 | 0.9083 | 0.2244 | 0.9083 | 0.9531 |
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- | No log | 1.5294 | 52 | 0.8178 | 0.1028 | 0.8178 | 0.9043 |
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- | No log | 1.5882 | 54 | 0.8051 | 0.0573 | 0.8051 | 0.8973 |
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- | No log | 1.6471 | 56 | 0.8821 | 0.0474 | 0.8821 | 0.9392 |
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- | No log | 1.7059 | 58 | 0.8810 | -0.0426 | 0.8810 | 0.9386 |
81
- | No log | 1.7647 | 60 | 0.8838 | -0.0426 | 0.8838 | 0.9401 |
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- | No log | 1.8235 | 62 | 0.8596 | 0.0 | 0.8596 | 0.9272 |
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- | No log | 1.8824 | 64 | 0.8894 | 0.0495 | 0.8894 | 0.9431 |
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- | No log | 1.9412 | 66 | 0.9089 | 0.1352 | 0.9089 | 0.9533 |
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- | No log | 2.0 | 68 | 0.9213 | 0.2109 | 0.9213 | 0.9598 |
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- | No log | 2.0588 | 70 | 0.8245 | 0.0940 | 0.8245 | 0.9080 |
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- | No log | 2.1176 | 72 | 0.7937 | 0.0408 | 0.7937 | 0.8909 |
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- | No log | 2.1765 | 74 | 0.8263 | 0.1647 | 0.8263 | 0.9090 |
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- | No log | 2.2353 | 76 | 0.9775 | 0.2942 | 0.9775 | 0.9887 |
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- | No log | 2.2941 | 78 | 1.0258 | 0.3085 | 1.0258 | 1.0128 |
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- | No log | 2.3529 | 80 | 0.9442 | 0.2672 | 0.9442 | 0.9717 |
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- | No log | 2.4118 | 82 | 0.8731 | 0.1555 | 0.8731 | 0.9344 |
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- | No log | 2.4706 | 84 | 0.8860 | 0.2583 | 0.8860 | 0.9413 |
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- | No log | 2.5294 | 86 | 0.9042 | 0.2583 | 0.9042 | 0.9509 |
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- | No log | 2.5882 | 88 | 0.9162 | 0.2292 | 0.9162 | 0.9572 |
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- | No log | 2.6471 | 90 | 0.8619 | 0.1259 | 0.8619 | 0.9284 |
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- | No log | 2.7059 | 92 | 0.8458 | 0.1255 | 0.8458 | 0.9197 |
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- | No log | 2.7647 | 94 | 0.8088 | 0.1251 | 0.8088 | 0.8994 |
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- | No log | 2.8235 | 96 | 0.7686 | 0.1259 | 0.7686 | 0.8767 |
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- | No log | 2.8824 | 98 | 0.7619 | 0.1597 | 0.7619 | 0.8729 |
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- | No log | 2.9412 | 100 | 0.7519 | 0.1218 | 0.7519 | 0.8671 |
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- | No log | 3.0 | 102 | 0.7653 | 0.1263 | 0.7653 | 0.8748 |
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- | No log | 3.0588 | 104 | 0.7447 | 0.0822 | 0.7447 | 0.8630 |
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- | No log | 3.1176 | 106 | 0.7344 | 0.0262 | 0.7344 | 0.8570 |
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- | No log | 3.1765 | 108 | 0.7451 | 0.0573 | 0.7451 | 0.8632 |
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- | No log | 3.2353 | 110 | 0.7315 | 0.0279 | 0.7315 | 0.8553 |
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- | No log | 3.2941 | 112 | 0.7405 | 0.1463 | 0.7405 | 0.8605 |
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- | No log | 3.3529 | 114 | 0.7981 | 0.3071 | 0.7981 | 0.8934 |
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- | No log | 3.4118 | 116 | 0.7706 | 0.3515 | 0.7706 | 0.8779 |
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- | No log | 3.4706 | 118 | 0.7413 | 0.2160 | 0.7413 | 0.8610 |
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- | No log | 3.5294 | 120 | 0.7562 | 0.3107 | 0.7562 | 0.8696 |
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- | No log | 3.5882 | 122 | 0.7832 | 0.3299 | 0.7832 | 0.8850 |
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- | No log | 3.6471 | 124 | 0.8997 | 0.3425 | 0.8997 | 0.9485 |
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- | No log | 3.7059 | 126 | 1.0350 | 0.2559 | 1.0350 | 1.0173 |
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- | No log | 3.7647 | 128 | 0.9484 | 0.2437 | 0.9484 | 0.9738 |
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- | No log | 3.8235 | 130 | 0.7485 | 0.2673 | 0.7485 | 0.8652 |
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- | No log | 3.8824 | 132 | 0.7131 | 0.2642 | 0.7131 | 0.8444 |
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- | No log | 3.9412 | 134 | 0.7642 | 0.2984 | 0.7642 | 0.8742 |
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- | No log | 4.0 | 136 | 0.8369 | 0.2908 | 0.8369 | 0.9148 |
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- | No log | 4.0588 | 138 | 0.8919 | 0.3119 | 0.8919 | 0.9444 |
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- | No log | 4.1176 | 140 | 0.8030 | 0.2914 | 0.8030 | 0.8961 |
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- | No log | 4.1765 | 142 | 0.7808 | 0.2735 | 0.7808 | 0.8836 |
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- | No log | 4.2353 | 144 | 0.7625 | 0.3223 | 0.7625 | 0.8732 |
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- | No log | 4.2941 | 146 | 0.8226 | 0.2544 | 0.8226 | 0.9070 |
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- | No log | 4.3529 | 148 | 0.9039 | 0.2097 | 0.9039 | 0.9507 |
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- | No log | 4.4118 | 150 | 0.8763 | 0.2104 | 0.8763 | 0.9361 |
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- | No log | 4.4706 | 152 | 0.8811 | 0.2652 | 0.8811 | 0.9387 |
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- | No log | 4.5294 | 154 | 0.8870 | 0.3118 | 0.8870 | 0.9418 |
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- | No log | 4.5882 | 156 | 0.9433 | 0.2104 | 0.9433 | 0.9712 |
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- | No log | 4.6471 | 158 | 1.0657 | 0.1506 | 1.0657 | 1.0323 |
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- | No log | 4.7059 | 160 | 1.0069 | 0.2163 | 1.0069 | 1.0034 |
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- | No log | 4.7647 | 162 | 0.9351 | 0.1832 | 0.9351 | 0.9670 |
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- | No log | 4.8235 | 164 | 0.8525 | 0.1941 | 0.8525 | 0.9233 |
134
- | No log | 4.8824 | 166 | 0.8221 | 0.1586 | 0.8221 | 0.9067 |
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- | No log | 4.9412 | 168 | 0.8140 | 0.1924 | 0.8140 | 0.9022 |
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- | No log | 5.0 | 170 | 0.7699 | 0.1661 | 0.7699 | 0.8774 |
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- | No log | 5.0588 | 172 | 0.7450 | 0.2929 | 0.7450 | 0.8632 |
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- | No log | 5.1176 | 174 | 0.7464 | 0.1661 | 0.7464 | 0.8639 |
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- | No log | 5.1765 | 176 | 0.7727 | 0.1838 | 0.7727 | 0.8790 |
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- | No log | 5.2353 | 178 | 0.8072 | 0.2495 | 0.8072 | 0.8984 |
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- | No log | 5.2941 | 180 | 0.7991 | 0.1857 | 0.7991 | 0.8939 |
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- | No log | 5.3529 | 182 | 0.7526 | 0.1131 | 0.7526 | 0.8675 |
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- | No log | 5.4118 | 184 | 0.7467 | 0.1131 | 0.7467 | 0.8641 |
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- | No log | 5.4706 | 186 | 0.7420 | 0.1172 | 0.7420 | 0.8614 |
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- | No log | 5.5294 | 188 | 0.7820 | 0.1996 | 0.7820 | 0.8843 |
146
- | No log | 5.5882 | 190 | 0.7829 | 0.1959 | 0.7829 | 0.8848 |
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- | No log | 5.6471 | 192 | 0.7135 | 0.1538 | 0.7135 | 0.8447 |
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- | No log | 5.7059 | 194 | 0.6822 | 0.2366 | 0.6822 | 0.8260 |
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- | No log | 5.7647 | 196 | 0.6986 | 0.3118 | 0.6986 | 0.8358 |
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- | No log | 5.8235 | 198 | 0.7070 | 0.3014 | 0.7070 | 0.8408 |
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- | No log | 5.8824 | 200 | 0.6893 | 0.3089 | 0.6893 | 0.8302 |
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- | No log | 5.9412 | 202 | 0.6846 | 0.2310 | 0.6846 | 0.8274 |
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- | No log | 6.0 | 204 | 0.6912 | 0.2811 | 0.6912 | 0.8314 |
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- | No log | 6.0588 | 206 | 0.6785 | 0.2884 | 0.6785 | 0.8237 |
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- | No log | 6.1176 | 208 | 0.6759 | 0.2815 | 0.6759 | 0.8221 |
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- | No log | 6.1765 | 210 | 0.6872 | 0.1179 | 0.6872 | 0.8290 |
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- | No log | 6.2353 | 212 | 0.7481 | 0.1299 | 0.7481 | 0.8649 |
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- | No log | 6.2941 | 214 | 0.8258 | 0.2914 | 0.8258 | 0.9087 |
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- | No log | 6.3529 | 216 | 0.9546 | 0.1840 | 0.9546 | 0.9771 |
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- | No log | 6.4118 | 218 | 0.9969 | 0.1243 | 0.9969 | 0.9985 |
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- | No log | 6.4706 | 220 | 0.8576 | 0.2914 | 0.8576 | 0.9261 |
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- | No log | 6.5294 | 222 | 0.7228 | 0.0705 | 0.7228 | 0.8502 |
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- | No log | 6.5882 | 224 | 0.7564 | 0.2096 | 0.7564 | 0.8697 |
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- | No log | 6.6471 | 226 | 0.7448 | 0.2345 | 0.7448 | 0.8630 |
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- | No log | 6.7059 | 228 | 0.7257 | 0.1489 | 0.7257 | 0.8519 |
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- | No log | 6.7647 | 230 | 0.7296 | 0.0771 | 0.7296 | 0.8542 |
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- | No log | 6.8235 | 232 | 0.7251 | 0.1489 | 0.7251 | 0.8515 |
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- | No log | 6.8824 | 234 | 0.7590 | 0.1647 | 0.7590 | 0.8712 |
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- | No log | 6.9412 | 236 | 0.7658 | 0.2015 | 0.7658 | 0.8751 |
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- | No log | 7.0 | 238 | 0.7532 | 0.1647 | 0.7532 | 0.8679 |
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- | No log | 7.0588 | 240 | 0.7473 | 0.1463 | 0.7473 | 0.8645 |
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- | No log | 7.1176 | 242 | 0.7741 | 0.2612 | 0.7741 | 0.8798 |
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- | No log | 7.1765 | 244 | 0.8002 | 0.2612 | 0.8002 | 0.8945 |
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- | No log | 7.2353 | 246 | 0.7662 | 0.2612 | 0.7662 | 0.8753 |
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- | No log | 7.2941 | 248 | 0.7038 | 0.1432 | 0.7038 | 0.8389 |
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- | No log | 7.3529 | 250 | 0.6966 | 0.2852 | 0.6966 | 0.8346 |
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- | No log | 7.4118 | 252 | 0.6886 | 0.1829 | 0.6886 | 0.8298 |
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- | No log | 7.4706 | 254 | 0.7065 | 0.2610 | 0.7065 | 0.8405 |
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- | No log | 7.5294 | 256 | 0.7621 | 0.2948 | 0.7621 | 0.8730 |
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- | No log | 7.5882 | 258 | 0.7289 | 0.3477 | 0.7289 | 0.8538 |
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- | No log | 7.6471 | 260 | 0.6588 | 0.3239 | 0.6588 | 0.8117 |
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- | No log | 7.7059 | 262 | 0.6531 | 0.3810 | 0.6531 | 0.8082 |
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- | No log | 7.7647 | 264 | 0.6500 | 0.3762 | 0.6500 | 0.8062 |
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- | No log | 7.8235 | 266 | 0.6698 | 0.3331 | 0.6698 | 0.8184 |
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- | No log | 7.8824 | 268 | 0.7104 | 0.4537 | 0.7104 | 0.8428 |
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- | No log | 7.9412 | 270 | 0.6798 | 0.3967 | 0.6798 | 0.8245 |
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- | No log | 8.0 | 272 | 0.6855 | 0.4654 | 0.6855 | 0.8280 |
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- | No log | 8.0588 | 274 | 0.7663 | 0.4396 | 0.7663 | 0.8754 |
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- | No log | 8.1176 | 276 | 0.7666 | 0.4396 | 0.7666 | 0.8756 |
190
- | No log | 8.1765 | 278 | 0.7317 | 0.4556 | 0.7317 | 0.8554 |
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- | No log | 8.2353 | 280 | 0.6388 | 0.3536 | 0.6388 | 0.7992 |
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- | No log | 8.2941 | 282 | 0.6253 | 0.3556 | 0.6253 | 0.7908 |
193
- | No log | 8.3529 | 284 | 0.6309 | 0.3786 | 0.6309 | 0.7943 |
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- | No log | 8.4118 | 286 | 0.6892 | 0.3252 | 0.6892 | 0.8302 |
195
- | No log | 8.4706 | 288 | 0.7251 | 0.4489 | 0.7251 | 0.8515 |
196
- | No log | 8.5294 | 290 | 0.6529 | 0.4051 | 0.6529 | 0.8080 |
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- | No log | 8.5882 | 292 | 0.6374 | 0.3990 | 0.6374 | 0.7984 |
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- | No log | 8.6471 | 294 | 0.6381 | 0.3738 | 0.6381 | 0.7988 |
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- | No log | 8.7059 | 296 | 0.6552 | 0.3561 | 0.6552 | 0.8095 |
200
- | No log | 8.7647 | 298 | 0.8152 | 0.3574 | 0.8152 | 0.9029 |
201
- | No log | 8.8235 | 300 | 0.9026 | 0.3160 | 0.9026 | 0.9500 |
202
- | No log | 8.8824 | 302 | 0.8083 | 0.3103 | 0.8083 | 0.8990 |
203
- | No log | 8.9412 | 304 | 0.6810 | 0.1754 | 0.6810 | 0.8252 |
204
- | No log | 9.0 | 306 | 0.7059 | 0.3399 | 0.7059 | 0.8402 |
205
- | No log | 9.0588 | 308 | 0.7636 | 0.2692 | 0.7636 | 0.8738 |
206
- | No log | 9.1176 | 310 | 0.7563 | 0.1800 | 0.7563 | 0.8696 |
207
- | No log | 9.1765 | 312 | 0.7259 | 0.2099 | 0.7259 | 0.8520 |
208
- | No log | 9.2353 | 314 | 0.7373 | 0.1052 | 0.7373 | 0.8587 |
209
- | No log | 9.2941 | 316 | 0.7845 | 0.2768 | 0.7845 | 0.8857 |
210
- | No log | 9.3529 | 318 | 0.7865 | 0.2522 | 0.7865 | 0.8868 |
211
- | No log | 9.4118 | 320 | 0.7739 | 0.1404 | 0.7739 | 0.8797 |
212
- | No log | 9.4706 | 322 | 0.7739 | 0.1952 | 0.7739 | 0.8797 |
213
- | No log | 9.5294 | 324 | 0.7714 | 0.2287 | 0.7714 | 0.8783 |
214
- | No log | 9.5882 | 326 | 0.7635 | 0.1919 | 0.7635 | 0.8738 |
215
- | No log | 9.6471 | 328 | 0.7550 | 0.2203 | 0.7550 | 0.8689 |
216
- | No log | 9.7059 | 330 | 0.7737 | 0.1404 | 0.7737 | 0.8796 |
217
- | No log | 9.7647 | 332 | 0.8364 | 0.3778 | 0.8364 | 0.9145 |
218
- | No log | 9.8235 | 334 | 0.8687 | 0.3993 | 0.8687 | 0.9320 |
219
- | No log | 9.8824 | 336 | 0.8440 | 0.3730 | 0.8440 | 0.9187 |
220
- | No log | 9.9412 | 338 | 0.7885 | 0.2204 | 0.7885 | 0.8880 |
221
- | No log | 10.0 | 340 | 0.7644 | 0.2479 | 0.7644 | 0.8743 |
222
- | No log | 10.0588 | 342 | 0.8059 | 0.3633 | 0.8059 | 0.8977 |
223
- | No log | 10.1176 | 344 | 0.8422 | 0.3955 | 0.8422 | 0.9177 |
224
- | No log | 10.1765 | 346 | 0.8010 | 0.4114 | 0.8010 | 0.8950 |
225
- | No log | 10.2353 | 348 | 0.7646 | 0.2429 | 0.7646 | 0.8744 |
226
- | No log | 10.2941 | 350 | 0.7944 | 0.2130 | 0.7944 | 0.8913 |
227
- | No log | 10.3529 | 352 | 0.8565 | 0.3251 | 0.8565 | 0.9255 |
228
- | No log | 10.4118 | 354 | 0.8609 | 0.3103 | 0.8609 | 0.9278 |
229
- | No log | 10.4706 | 356 | 0.8064 | 0.2130 | 0.8064 | 0.8980 |
230
- | No log | 10.5294 | 358 | 0.7524 | 0.0727 | 0.7524 | 0.8674 |
231
- | No log | 10.5882 | 360 | 0.7386 | 0.2113 | 0.7386 | 0.8594 |
232
- | No log | 10.6471 | 362 | 0.7346 | 0.2113 | 0.7346 | 0.8571 |
233
- | No log | 10.7059 | 364 | 0.7474 | 0.1091 | 0.7474 | 0.8645 |
234
- | No log | 10.7647 | 366 | 0.7505 | 0.1091 | 0.7505 | 0.8663 |
235
- | No log | 10.8235 | 368 | 0.7568 | 0.1558 | 0.7568 | 0.8699 |
236
- | No log | 10.8824 | 370 | 0.7496 | 0.1176 | 0.7496 | 0.8658 |
237
- | No log | 10.9412 | 372 | 0.7425 | 0.1620 | 0.7425 | 0.8617 |
238
- | No log | 11.0 | 374 | 0.7418 | 0.1673 | 0.7418 | 0.8613 |
239
- | No log | 11.0588 | 376 | 0.7288 | 0.1277 | 0.7288 | 0.8537 |
240
- | No log | 11.1176 | 378 | 0.7176 | 0.1050 | 0.7176 | 0.8471 |
241
- | No log | 11.1765 | 380 | 0.7092 | 0.0968 | 0.7092 | 0.8422 |
242
- | No log | 11.2353 | 382 | 0.7006 | 0.1132 | 0.7006 | 0.8370 |
243
- | No log | 11.2941 | 384 | 0.7252 | 0.2283 | 0.7252 | 0.8516 |
244
- | No log | 11.3529 | 386 | 0.7487 | 0.2705 | 0.7487 | 0.8653 |
245
- | No log | 11.4118 | 388 | 0.7075 | 0.2283 | 0.7075 | 0.8412 |
246
- | No log | 11.4706 | 390 | 0.6825 | 0.2903 | 0.6825 | 0.8261 |
247
- | No log | 11.5294 | 392 | 0.6833 | 0.3536 | 0.6833 | 0.8266 |
248
- | No log | 11.5882 | 394 | 0.7191 | 0.4028 | 0.7191 | 0.8480 |
249
- | No log | 11.6471 | 396 | 0.7269 | 0.4237 | 0.7269 | 0.8526 |
250
- | No log | 11.7059 | 398 | 0.7061 | 0.3706 | 0.7061 | 0.8403 |
251
- | No log | 11.7647 | 400 | 0.6867 | 0.4329 | 0.6867 | 0.8287 |
252
- | No log | 11.8235 | 402 | 0.7061 | 0.4271 | 0.7061 | 0.8403 |
253
- | No log | 11.8824 | 404 | 0.6704 | 0.3536 | 0.6704 | 0.8187 |
254
- | No log | 11.9412 | 406 | 0.6602 | 0.3133 | 0.6602 | 0.8125 |
255
- | No log | 12.0 | 408 | 0.6637 | 0.2622 | 0.6637 | 0.8147 |
256
- | No log | 12.0588 | 410 | 0.6745 | 0.2744 | 0.6745 | 0.8213 |
257
- | No log | 12.1176 | 412 | 0.7101 | 0.3202 | 0.7101 | 0.8427 |
258
- | No log | 12.1765 | 414 | 0.7244 | 0.3496 | 0.7244 | 0.8511 |
259
- | No log | 12.2353 | 416 | 0.7159 | 0.3496 | 0.7159 | 0.8461 |
260
- | No log | 12.2941 | 418 | 0.7482 | 0.3779 | 0.7482 | 0.8650 |
261
- | No log | 12.3529 | 420 | 0.7657 | 0.3522 | 0.7657 | 0.8750 |
262
- | No log | 12.4118 | 422 | 0.7954 | 0.3778 | 0.7954 | 0.8919 |
263
- | No log | 12.4706 | 424 | 0.7673 | 0.3827 | 0.7673 | 0.8759 |
264
- | No log | 12.5294 | 426 | 0.7429 | 0.3202 | 0.7429 | 0.8619 |
265
- | No log | 12.5882 | 428 | 0.7168 | 0.2295 | 0.7168 | 0.8467 |
266
- | No log | 12.6471 | 430 | 0.7038 | 0.2318 | 0.7038 | 0.8389 |
267
- | No log | 12.7059 | 432 | 0.6842 | 0.2622 | 0.6842 | 0.8272 |
268
- | No log | 12.7647 | 434 | 0.6981 | 0.2249 | 0.6981 | 0.8355 |
269
- | No log | 12.8235 | 436 | 0.7194 | 0.2611 | 0.7194 | 0.8482 |
270
- | No log | 12.8824 | 438 | 0.7547 | 0.4074 | 0.7547 | 0.8688 |
271
- | No log | 12.9412 | 440 | 0.7111 | 0.3754 | 0.7111 | 0.8433 |
272
- | No log | 13.0 | 442 | 0.6482 | 0.2842 | 0.6482 | 0.8051 |
273
- | No log | 13.0588 | 444 | 0.6498 | 0.1988 | 0.6498 | 0.8061 |
274
- | No log | 13.1176 | 446 | 0.6680 | 0.2621 | 0.6680 | 0.8173 |
275
- | No log | 13.1765 | 448 | 0.6842 | 0.3267 | 0.6842 | 0.8272 |
276
- | No log | 13.2353 | 450 | 0.6744 | 0.1953 | 0.6744 | 0.8212 |
277
- | No log | 13.2941 | 452 | 0.6721 | 0.1093 | 0.6721 | 0.8198 |
278
- | No log | 13.3529 | 454 | 0.7032 | 0.1647 | 0.7032 | 0.8386 |
279
- | No log | 13.4118 | 456 | 0.7420 | 0.2642 | 0.7420 | 0.8614 |
280
- | No log | 13.4706 | 458 | 0.7425 | 0.2955 | 0.7425 | 0.8617 |
281
- | No log | 13.5294 | 460 | 0.7055 | 0.1597 | 0.7055 | 0.8400 |
282
- | No log | 13.5882 | 462 | 0.6754 | 0.1969 | 0.6754 | 0.8218 |
283
- | No log | 13.6471 | 464 | 0.6799 | 0.4091 | 0.6799 | 0.8246 |
284
- | No log | 13.7059 | 466 | 0.6873 | 0.2867 | 0.6873 | 0.8290 |
285
- | No log | 13.7647 | 468 | 0.6881 | 0.1969 | 0.6881 | 0.8295 |
286
- | No log | 13.8235 | 470 | 0.7012 | 0.2548 | 0.7012 | 0.8373 |
287
- | No log | 13.8824 | 472 | 0.6994 | 0.2138 | 0.6994 | 0.8363 |
288
- | No log | 13.9412 | 474 | 0.7057 | 0.2434 | 0.7057 | 0.8401 |
289
- | No log | 14.0 | 476 | 0.7035 | 0.2710 | 0.7035 | 0.8387 |
290
- | No log | 14.0588 | 478 | 0.7145 | 0.2434 | 0.7145 | 0.8453 |
291
- | No log | 14.1176 | 480 | 0.7423 | 0.2796 | 0.7423 | 0.8616 |
292
- | No log | 14.1765 | 482 | 0.7605 | 0.3087 | 0.7605 | 0.8720 |
293
- | No log | 14.2353 | 484 | 0.7394 | 0.2182 | 0.7394 | 0.8599 |
294
- | No log | 14.2941 | 486 | 0.7006 | 0.1172 | 0.7006 | 0.8370 |
295
- | No log | 14.3529 | 488 | 0.6822 | 0.2205 | 0.6822 | 0.8259 |
296
- | No log | 14.4118 | 490 | 0.6766 | 0.2205 | 0.6766 | 0.8225 |
297
- | No log | 14.4706 | 492 | 0.6699 | 0.2878 | 0.6699 | 0.8185 |
298
- | No log | 14.5294 | 494 | 0.6633 | 0.2994 | 0.6633 | 0.8145 |
299
- | No log | 14.5882 | 496 | 0.6691 | 0.1967 | 0.6691 | 0.8180 |
300
- | No log | 14.6471 | 498 | 0.6780 | 0.2303 | 0.6780 | 0.8234 |
301
- | 0.3382 | 14.7059 | 500 | 0.6801 | 0.2434 | 0.6801 | 0.8247 |
302
- | 0.3382 | 14.7647 | 502 | 0.6570 | 0.2205 | 0.6570 | 0.8106 |
303
- | 0.3382 | 14.8235 | 504 | 0.6525 | 0.2205 | 0.6525 | 0.8078 |
304
- | 0.3382 | 14.8824 | 506 | 0.6737 | 0.2205 | 0.6737 | 0.8208 |
305
- | 0.3382 | 14.9412 | 508 | 0.7054 | 0.2389 | 0.7054 | 0.8399 |
306
- | 0.3382 | 15.0 | 510 | 0.7011 | 0.2019 | 0.7011 | 0.8373 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5056
19
+ - Qwk: 0.4726
20
+ - Mse: 0.5056
21
+ - Rmse: 0.7111
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0645 | 2 | 2.5893 | -0.0593 | 2.5893 | 1.6091 |
53
+ | No log | 0.1290 | 4 | 1.2040 | 0.2129 | 1.2040 | 1.0973 |
54
+ | No log | 0.1935 | 6 | 0.9256 | -0.0672 | 0.9256 | 0.9621 |
55
+ | No log | 0.2581 | 8 | 1.1536 | -0.0234 | 1.1536 | 1.0741 |
56
+ | No log | 0.3226 | 10 | 1.2013 | 0.0728 | 1.2013 | 1.0961 |
57
+ | No log | 0.3871 | 12 | 0.9399 | 0.2142 | 0.9399 | 0.9695 |
58
+ | No log | 0.4516 | 14 | 0.8336 | 0.1972 | 0.8336 | 0.9130 |
59
+ | No log | 0.5161 | 16 | 0.7659 | 0.0798 | 0.7659 | 0.8751 |
60
+ | No log | 0.5806 | 18 | 0.7496 | 0.1139 | 0.7496 | 0.8658 |
61
+ | No log | 0.6452 | 20 | 0.7991 | 0.3302 | 0.7991 | 0.8939 |
62
+ | No log | 0.7097 | 22 | 0.7774 | 0.2227 | 0.7774 | 0.8817 |
63
+ | No log | 0.7742 | 24 | 0.7498 | 0.0898 | 0.7498 | 0.8659 |
64
+ | No log | 0.8387 | 26 | 0.8412 | 0.2066 | 0.8412 | 0.9172 |
65
+ | No log | 0.9032 | 28 | 0.9090 | 0.2942 | 0.9090 | 0.9534 |
66
+ | No log | 0.9677 | 30 | 1.1534 | 0.1786 | 1.1534 | 1.0740 |
67
+ | No log | 1.0323 | 32 | 1.3030 | 0.0299 | 1.3030 | 1.1415 |
68
+ | No log | 1.0968 | 34 | 1.1791 | 0.1246 | 1.1791 | 1.0859 |
69
+ | No log | 1.1613 | 36 | 1.0859 | 0.2081 | 1.0859 | 1.0421 |
70
+ | No log | 1.2258 | 38 | 0.9872 | 0.3085 | 0.9872 | 0.9936 |
71
+ | No log | 1.2903 | 40 | 0.8256 | 0.2613 | 0.8256 | 0.9086 |
72
+ | No log | 1.3548 | 42 | 0.7827 | 0.1626 | 0.7827 | 0.8847 |
73
+ | No log | 1.4194 | 44 | 0.9088 | 0.3466 | 0.9088 | 0.9533 |
74
+ | No log | 1.4839 | 46 | 0.8579 | 0.2942 | 0.8579 | 0.9262 |
75
+ | No log | 1.5484 | 48 | 0.7021 | 0.2355 | 0.7021 | 0.8379 |
76
+ | No log | 1.6129 | 50 | 0.6411 | 0.3482 | 0.6411 | 0.8007 |
77
+ | No log | 1.6774 | 52 | 0.7054 | 0.4154 | 0.7054 | 0.8399 |
78
+ | No log | 1.7419 | 54 | 0.6641 | 0.4369 | 0.6641 | 0.8150 |
79
+ | No log | 1.8065 | 56 | 0.6371 | 0.4486 | 0.6371 | 0.7982 |
80
+ | No log | 1.8710 | 58 | 0.6951 | 0.3948 | 0.6951 | 0.8338 |
81
+ | No log | 1.9355 | 60 | 0.6815 | 0.3807 | 0.6815 | 0.8255 |
82
+ | No log | 2.0 | 62 | 0.7929 | 0.3640 | 0.7929 | 0.8904 |
83
+ | No log | 2.0645 | 64 | 0.8079 | 0.3873 | 0.8079 | 0.8988 |
84
+ | No log | 2.1290 | 66 | 0.7280 | 0.4016 | 0.7280 | 0.8532 |
85
+ | No log | 2.1935 | 68 | 0.7568 | 0.3523 | 0.7568 | 0.8699 |
86
+ | No log | 2.2581 | 70 | 0.7191 | 0.3417 | 0.7191 | 0.8480 |
87
+ | No log | 2.3226 | 72 | 0.7497 | 0.3183 | 0.7497 | 0.8659 |
88
+ | No log | 2.3871 | 74 | 0.8145 | 0.2832 | 0.8145 | 0.9025 |
89
+ | No log | 2.4516 | 76 | 0.6962 | 0.3011 | 0.6962 | 0.8344 |
90
+ | No log | 2.5161 | 78 | 0.6695 | 0.2509 | 0.6695 | 0.8182 |
91
+ | No log | 2.5806 | 80 | 0.6421 | 0.3100 | 0.6421 | 0.8013 |
92
+ | No log | 2.6452 | 82 | 0.7290 | 0.4351 | 0.7290 | 0.8538 |
93
+ | No log | 2.7097 | 84 | 0.7579 | 0.3434 | 0.7579 | 0.8706 |
94
+ | No log | 2.7742 | 86 | 0.6403 | 0.4589 | 0.6403 | 0.8002 |
95
+ | No log | 2.8387 | 88 | 0.6176 | 0.4127 | 0.6176 | 0.7858 |
96
+ | No log | 2.9032 | 90 | 0.6364 | 0.4179 | 0.6364 | 0.7978 |
97
+ | No log | 2.9677 | 92 | 0.6437 | 0.3937 | 0.6437 | 0.8023 |
98
+ | No log | 3.0323 | 94 | 0.5828 | 0.3910 | 0.5828 | 0.7634 |
99
+ | No log | 3.0968 | 96 | 0.6253 | 0.5422 | 0.6253 | 0.7908 |
100
+ | No log | 3.1613 | 98 | 0.5866 | 0.4182 | 0.5866 | 0.7659 |
101
+ | No log | 3.2258 | 100 | 0.6149 | 0.4257 | 0.6149 | 0.7841 |
102
+ | No log | 3.2903 | 102 | 0.6251 | 0.4157 | 0.6251 | 0.7907 |
103
+ | No log | 3.3548 | 104 | 0.5839 | 0.4816 | 0.5839 | 0.7641 |
104
+ | No log | 3.4194 | 106 | 0.5811 | 0.3780 | 0.5811 | 0.7623 |
105
+ | No log | 3.4839 | 108 | 0.5862 | 0.3781 | 0.5862 | 0.7656 |
106
+ | No log | 3.5484 | 110 | 0.7447 | 0.3643 | 0.7447 | 0.8630 |
107
+ | No log | 3.6129 | 112 | 0.8448 | 0.3287 | 0.8448 | 0.9192 |
108
+ | No log | 3.6774 | 114 | 0.7281 | 0.3918 | 0.7281 | 0.8533 |
109
+ | No log | 3.7419 | 116 | 0.6343 | 0.3041 | 0.6343 | 0.7964 |
110
+ | No log | 3.8065 | 118 | 0.6757 | 0.3729 | 0.6757 | 0.8220 |
111
+ | No log | 3.8710 | 120 | 0.7076 | 0.4250 | 0.7076 | 0.8412 |
112
+ | No log | 3.9355 | 122 | 0.6450 | 0.4128 | 0.6450 | 0.8031 |
113
+ | No log | 4.0 | 124 | 0.6412 | 0.4402 | 0.6412 | 0.8008 |
114
+ | No log | 4.0645 | 126 | 0.6318 | 0.4715 | 0.6318 | 0.7949 |
115
+ | No log | 4.1290 | 128 | 0.7154 | 0.3892 | 0.7154 | 0.8458 |
116
+ | No log | 4.1935 | 130 | 0.7088 | 0.4003 | 0.7088 | 0.8419 |
117
+ | No log | 4.2581 | 132 | 0.6216 | 0.5127 | 0.6216 | 0.7884 |
118
+ | No log | 4.3226 | 134 | 0.5800 | 0.4547 | 0.5800 | 0.7616 |
119
+ | No log | 4.3871 | 136 | 0.5818 | 0.4726 | 0.5818 | 0.7628 |
120
+ | No log | 4.4516 | 138 | 0.5658 | 0.4591 | 0.5658 | 0.7522 |
121
+ | No log | 4.5161 | 140 | 0.6075 | 0.4770 | 0.6075 | 0.7794 |
122
+ | No log | 4.5806 | 142 | 0.6305 | 0.4997 | 0.6305 | 0.7941 |
123
+ | No log | 4.6452 | 144 | 0.5699 | 0.5734 | 0.5699 | 0.7549 |
124
+ | No log | 4.7097 | 146 | 0.6026 | 0.4847 | 0.6026 | 0.7763 |
125
+ | No log | 4.7742 | 148 | 0.5924 | 0.5430 | 0.5924 | 0.7697 |
126
+ | No log | 4.8387 | 150 | 0.5934 | 0.4801 | 0.5934 | 0.7704 |
127
+ | No log | 4.9032 | 152 | 0.6669 | 0.4625 | 0.6669 | 0.8166 |
128
+ | No log | 4.9677 | 154 | 0.9280 | 0.3418 | 0.9280 | 0.9633 |
129
+ | No log | 5.0323 | 156 | 0.9887 | 0.3317 | 0.9887 | 0.9943 |
130
+ | No log | 5.0968 | 158 | 0.7490 | 0.3786 | 0.7490 | 0.8655 |
131
+ | No log | 5.1613 | 160 | 0.5639 | 0.4985 | 0.5639 | 0.7510 |
132
+ | No log | 5.2258 | 162 | 0.5687 | 0.5627 | 0.5687 | 0.7541 |
133
+ | No log | 5.2903 | 164 | 0.5673 | 0.5348 | 0.5673 | 0.7532 |
134
+ | No log | 5.3548 | 166 | 0.5381 | 0.5692 | 0.5381 | 0.7336 |
135
+ | No log | 5.4194 | 168 | 0.5446 | 0.5640 | 0.5446 | 0.7380 |
136
+ | No log | 5.4839 | 170 | 0.5364 | 0.5739 | 0.5364 | 0.7324 |
137
+ | No log | 5.5484 | 172 | 0.5156 | 0.5037 | 0.5156 | 0.7180 |
138
+ | No log | 5.6129 | 174 | 0.5032 | 0.5363 | 0.5032 | 0.7093 |
139
+ | No log | 5.6774 | 176 | 0.4897 | 0.4910 | 0.4897 | 0.6998 |
140
+ | No log | 5.7419 | 178 | 0.5031 | 0.6182 | 0.5031 | 0.7093 |
141
+ | No log | 5.8065 | 180 | 0.5316 | 0.6030 | 0.5316 | 0.7291 |
142
+ | No log | 5.8710 | 182 | 0.5921 | 0.6042 | 0.5921 | 0.7695 |
143
+ | No log | 5.9355 | 184 | 0.7775 | 0.5160 | 0.7775 | 0.8818 |
144
+ | No log | 6.0 | 186 | 0.8226 | 0.4074 | 0.8226 | 0.9070 |
145
+ | No log | 6.0645 | 188 | 0.6494 | 0.6156 | 0.6494 | 0.8058 |
146
+ | No log | 6.1290 | 190 | 0.6492 | 0.6156 | 0.6492 | 0.8057 |
147
+ | No log | 6.1935 | 192 | 0.7373 | 0.5160 | 0.7373 | 0.8587 |
148
+ | No log | 6.2581 | 194 | 0.6655 | 0.5657 | 0.6655 | 0.8158 |
149
+ | No log | 6.3226 | 196 | 0.5303 | 0.5553 | 0.5303 | 0.7282 |
150
+ | No log | 6.3871 | 198 | 0.4911 | 0.5476 | 0.4911 | 0.7008 |
151
+ | No log | 6.4516 | 200 | 0.4943 | 0.5053 | 0.4943 | 0.7031 |
152
+ | No log | 6.5161 | 202 | 0.5084 | 0.5015 | 0.5084 | 0.7130 |
153
+ | No log | 6.5806 | 204 | 0.5022 | 0.4838 | 0.5022 | 0.7086 |
154
+ | No log | 6.6452 | 206 | 0.4980 | 0.5711 | 0.4980 | 0.7057 |
155
+ | No log | 6.7097 | 208 | 0.5302 | 0.4929 | 0.5302 | 0.7281 |
156
+ | No log | 6.7742 | 210 | 0.5218 | 0.4929 | 0.5218 | 0.7223 |
157
+ | No log | 6.8387 | 212 | 0.5060 | 0.5289 | 0.5060 | 0.7113 |
158
+ | No log | 6.9032 | 214 | 0.5121 | 0.5492 | 0.5121 | 0.7156 |
159
+ | No log | 6.9677 | 216 | 0.5169 | 0.5565 | 0.5169 | 0.7189 |
160
+ | No log | 7.0323 | 218 | 0.5543 | 0.4595 | 0.5543 | 0.7445 |
161
+ | No log | 7.0968 | 220 | 0.5501 | 0.4595 | 0.5501 | 0.7417 |
162
+ | No log | 7.1613 | 222 | 0.5232 | 0.5053 | 0.5232 | 0.7233 |
163
+ | No log | 7.2258 | 224 | 0.6161 | 0.4749 | 0.6161 | 0.7849 |
164
+ | No log | 7.2903 | 226 | 0.5910 | 0.4769 | 0.5910 | 0.7687 |
165
+ | No log | 7.3548 | 228 | 0.5217 | 0.5797 | 0.5217 | 0.7223 |
166
+ | No log | 7.4194 | 230 | 0.5411 | 0.4813 | 0.5411 | 0.7356 |
167
+ | No log | 7.4839 | 232 | 0.5182 | 0.4615 | 0.5182 | 0.7199 |
168
+ | No log | 7.5484 | 234 | 0.5179 | 0.4809 | 0.5179 | 0.7197 |
169
+ | No log | 7.6129 | 236 | 0.5925 | 0.4576 | 0.5925 | 0.7697 |
170
+ | No log | 7.6774 | 238 | 0.6424 | 0.4409 | 0.6424 | 0.8015 |
171
+ | No log | 7.7419 | 240 | 0.5669 | 0.4774 | 0.5669 | 0.7529 |
172
+ | No log | 7.8065 | 242 | 0.5555 | 0.4149 | 0.5555 | 0.7453 |
173
+ | No log | 7.8710 | 244 | 0.6216 | 0.4715 | 0.6216 | 0.7884 |
174
+ | No log | 7.9355 | 246 | 0.5509 | 0.4942 | 0.5509 | 0.7422 |
175
+ | No log | 8.0 | 248 | 0.5421 | 0.4816 | 0.5421 | 0.7363 |
176
+ | No log | 8.0645 | 250 | 0.5658 | 0.4964 | 0.5658 | 0.7522 |
177
+ | No log | 8.1290 | 252 | 0.5376 | 0.5022 | 0.5376 | 0.7332 |
178
+ | No log | 8.1935 | 254 | 0.5462 | 0.5751 | 0.5462 | 0.7390 |
179
+ | No log | 8.2581 | 256 | 0.6190 | 0.5030 | 0.6190 | 0.7868 |
180
+ | No log | 8.3226 | 258 | 0.6005 | 0.4616 | 0.6005 | 0.7749 |
181
+ | No log | 8.3871 | 260 | 0.6228 | 0.4778 | 0.6228 | 0.7892 |
182
+ | No log | 8.4516 | 262 | 0.5415 | 0.5809 | 0.5415 | 0.7359 |
183
+ | No log | 8.5161 | 264 | 0.5130 | 0.5813 | 0.5130 | 0.7162 |
184
+ | No log | 8.5806 | 266 | 0.5246 | 0.5223 | 0.5246 | 0.7243 |
185
+ | No log | 8.6452 | 268 | 0.5075 | 0.5159 | 0.5075 | 0.7124 |
186
+ | No log | 8.7097 | 270 | 0.5092 | 0.4743 | 0.5092 | 0.7136 |
187
+ | No log | 8.7742 | 272 | 0.5637 | 0.5063 | 0.5637 | 0.7508 |
188
+ | No log | 8.8387 | 274 | 0.6236 | 0.52 | 0.6236 | 0.7897 |
189
+ | No log | 8.9032 | 276 | 0.5399 | 0.5576 | 0.5399 | 0.7348 |
190
+ | No log | 8.9677 | 278 | 0.5047 | 0.5151 | 0.5047 | 0.7104 |
191
+ | No log | 9.0323 | 280 | 0.5751 | 0.5460 | 0.5751 | 0.7583 |
192
+ | No log | 9.0968 | 282 | 0.5863 | 0.5460 | 0.5863 | 0.7657 |
193
+ | No log | 9.1613 | 284 | 0.5109 | 0.5136 | 0.5109 | 0.7148 |
194
+ | No log | 9.2258 | 286 | 0.5046 | 0.5753 | 0.5046 | 0.7104 |
195
+ | No log | 9.2903 | 288 | 0.5168 | 0.5692 | 0.5168 | 0.7189 |
196
+ | No log | 9.3548 | 290 | 0.5152 | 0.5697 | 0.5152 | 0.7177 |
197
+ | No log | 9.4194 | 292 | 0.6059 | 0.5061 | 0.6059 | 0.7784 |
198
+ | No log | 9.4839 | 294 | 0.7343 | 0.4844 | 0.7343 | 0.8569 |
199
+ | No log | 9.5484 | 296 | 0.7735 | 0.4496 | 0.7735 | 0.8795 |
200
+ | No log | 9.6129 | 298 | 0.6492 | 0.4811 | 0.6492 | 0.8057 |
201
+ | No log | 9.6774 | 300 | 0.5312 | 0.5621 | 0.5312 | 0.7288 |
202
+ | No log | 9.7419 | 302 | 0.5246 | 0.5621 | 0.5246 | 0.7243 |
203
+ | No log | 9.8065 | 304 | 0.5361 | 0.5498 | 0.5361 | 0.7322 |
204
+ | No log | 9.8710 | 306 | 0.6014 | 0.5543 | 0.6014 | 0.7755 |
205
+ | No log | 9.9355 | 308 | 0.6081 | 0.4967 | 0.6081 | 0.7798 |
206
+ | No log | 10.0 | 310 | 0.5427 | 0.4150 | 0.5427 | 0.7367 |
207
+ | No log | 10.0645 | 312 | 0.5850 | 0.4569 | 0.5850 | 0.7649 |
208
+ | No log | 10.1290 | 314 | 0.6970 | 0.4144 | 0.6970 | 0.8349 |
209
+ | No log | 10.1935 | 316 | 0.7785 | 0.3777 | 0.7785 | 0.8823 |
210
+ | No log | 10.2581 | 318 | 0.7112 | 0.4144 | 0.7112 | 0.8433 |
211
+ | No log | 10.3226 | 320 | 0.5961 | 0.3868 | 0.5961 | 0.7720 |
212
+ | No log | 10.3871 | 322 | 0.5652 | 0.3336 | 0.5652 | 0.7518 |
213
+ | No log | 10.4516 | 324 | 0.5708 | 0.3993 | 0.5708 | 0.7555 |
214
+ | No log | 10.5161 | 326 | 0.5398 | 0.4746 | 0.5398 | 0.7347 |
215
+ | No log | 10.5806 | 328 | 0.5197 | 0.4634 | 0.5197 | 0.7209 |
216
+ | No log | 10.6452 | 330 | 0.5416 | 0.4925 | 0.5416 | 0.7359 |
217
+ | No log | 10.7097 | 332 | 0.5503 | 0.4855 | 0.5503 | 0.7418 |
218
+ | No log | 10.7742 | 334 | 0.5135 | 0.4726 | 0.5135 | 0.7166 |
219
+ | No log | 10.8387 | 336 | 0.5163 | 0.4569 | 0.5163 | 0.7185 |
220
+ | No log | 10.9032 | 338 | 0.5165 | 0.3728 | 0.5165 | 0.7187 |
221
+ | No log | 10.9677 | 340 | 0.5228 | 0.4918 | 0.5228 | 0.7230 |
222
+ | No log | 11.0323 | 342 | 0.5113 | 0.4299 | 0.5113 | 0.7151 |
223
+ | No log | 11.0968 | 344 | 0.4980 | 0.5214 | 0.4980 | 0.7057 |
224
+ | No log | 11.1613 | 346 | 0.4922 | 0.5455 | 0.4922 | 0.7016 |
225
+ | No log | 11.2258 | 348 | 0.4884 | 0.5567 | 0.4884 | 0.6988 |
226
+ | No log | 11.2903 | 350 | 0.4889 | 0.5232 | 0.4889 | 0.6992 |
227
+ | No log | 11.3548 | 352 | 0.4894 | 0.5307 | 0.4894 | 0.6996 |
228
+ | No log | 11.4194 | 354 | 0.4964 | 0.4849 | 0.4964 | 0.7046 |
229
+ | No log | 11.4839 | 356 | 0.5097 | 0.5266 | 0.5097 | 0.7139 |
230
+ | No log | 11.5484 | 358 | 0.5179 | 0.4913 | 0.5179 | 0.7196 |
231
+ | No log | 11.6129 | 360 | 0.5062 | 0.5352 | 0.5062 | 0.7115 |
232
+ | No log | 11.6774 | 362 | 0.4840 | 0.5373 | 0.4840 | 0.6957 |
233
+ | No log | 11.7419 | 364 | 0.4892 | 0.5611 | 0.4892 | 0.6994 |
234
+ | No log | 11.8065 | 366 | 0.5281 | 0.5498 | 0.5281 | 0.7267 |
235
+ | No log | 11.8710 | 368 | 0.6122 | 0.5347 | 0.6122 | 0.7824 |
236
+ | No log | 11.9355 | 370 | 0.7462 | 0.4684 | 0.7462 | 0.8638 |
237
+ | No log | 12.0 | 372 | 0.6962 | 0.4844 | 0.6962 | 0.8344 |
238
+ | No log | 12.0645 | 374 | 0.5597 | 0.5400 | 0.5597 | 0.7481 |
239
+ | No log | 12.1290 | 376 | 0.4926 | 0.5678 | 0.4926 | 0.7019 |
240
+ | No log | 12.1935 | 378 | 0.4880 | 0.5092 | 0.4880 | 0.6985 |
241
+ | No log | 12.2581 | 380 | 0.4919 | 0.4575 | 0.4919 | 0.7014 |
242
+ | No log | 12.3226 | 382 | 0.4774 | 0.5340 | 0.4774 | 0.6909 |
243
+ | No log | 12.3871 | 384 | 0.4799 | 0.5340 | 0.4799 | 0.6927 |
244
+ | No log | 12.4516 | 386 | 0.4839 | 0.4547 | 0.4839 | 0.6956 |
245
+ | No log | 12.5161 | 388 | 0.4955 | 0.4656 | 0.4955 | 0.7039 |
246
+ | No log | 12.5806 | 390 | 0.4947 | 0.4136 | 0.4947 | 0.7034 |
247
+ | No log | 12.6452 | 392 | 0.4955 | 0.4052 | 0.4955 | 0.7039 |
248
+ | No log | 12.7097 | 394 | 0.5027 | 0.4291 | 0.5027 | 0.7090 |
249
+ | No log | 12.7742 | 396 | 0.5083 | 0.4291 | 0.5083 | 0.7129 |
250
+ | No log | 12.8387 | 398 | 0.5122 | 0.4291 | 0.5122 | 0.7157 |
251
+ | No log | 12.9032 | 400 | 0.5060 | 0.3995 | 0.5060 | 0.7113 |
252
+ | No log | 12.9677 | 402 | 0.5137 | 0.5010 | 0.5137 | 0.7167 |
253
+ | No log | 13.0323 | 404 | 0.5226 | 0.5666 | 0.5226 | 0.7229 |
254
+ | No log | 13.0968 | 406 | 0.4961 | 0.4762 | 0.4961 | 0.7043 |
255
+ | No log | 13.1613 | 408 | 0.5275 | 0.5357 | 0.5275 | 0.7263 |
256
+ | No log | 13.2258 | 410 | 0.5786 | 0.4887 | 0.5786 | 0.7607 |
257
+ | No log | 13.2903 | 412 | 0.5455 | 0.4663 | 0.5455 | 0.7385 |
258
+ | No log | 13.3548 | 414 | 0.5032 | 0.4378 | 0.5032 | 0.7094 |
259
+ | No log | 13.4194 | 416 | 0.5129 | 0.3728 | 0.5129 | 0.7162 |
260
+ | No log | 13.4839 | 418 | 0.5124 | 0.4111 | 0.5124 | 0.7158 |
261
+ | No log | 13.5484 | 420 | 0.5090 | 0.4962 | 0.5090 | 0.7134 |
262
+ | No log | 13.6129 | 422 | 0.5250 | 0.4867 | 0.5250 | 0.7246 |
263
+ | No log | 13.6774 | 424 | 0.5577 | 0.5017 | 0.5577 | 0.7468 |
264
+ | No log | 13.7419 | 426 | 0.5377 | 0.4774 | 0.5377 | 0.7333 |
265
+ | No log | 13.8065 | 428 | 0.4988 | 0.4888 | 0.4988 | 0.7063 |
266
+ | No log | 13.8710 | 430 | 0.5055 | 0.4101 | 0.5055 | 0.7110 |
267
+ | No log | 13.9355 | 432 | 0.4975 | 0.4656 | 0.4975 | 0.7053 |
268
+ | No log | 14.0 | 434 | 0.4858 | 0.4504 | 0.4858 | 0.6970 |
269
+ | No log | 14.0645 | 436 | 0.4946 | 0.4888 | 0.4946 | 0.7033 |
270
+ | No log | 14.1290 | 438 | 0.4874 | 0.4888 | 0.4874 | 0.6982 |
271
+ | No log | 14.1935 | 440 | 0.4860 | 0.4526 | 0.4860 | 0.6972 |
272
+ | No log | 14.2581 | 442 | 0.5063 | 0.5098 | 0.5063 | 0.7115 |
273
+ | No log | 14.3226 | 444 | 0.5073 | 0.5098 | 0.5073 | 0.7122 |
274
+ | No log | 14.3871 | 446 | 0.4765 | 0.4788 | 0.4765 | 0.6903 |
275
+ | No log | 14.4516 | 448 | 0.4740 | 0.5404 | 0.4740 | 0.6885 |
276
+ | No log | 14.5161 | 450 | 0.4754 | 0.5533 | 0.4754 | 0.6895 |
277
+ | No log | 14.5806 | 452 | 0.4783 | 0.5361 | 0.4783 | 0.6916 |
278
+ | No log | 14.6452 | 454 | 0.4821 | 0.5286 | 0.4821 | 0.6944 |
279
+ | No log | 14.7097 | 456 | 0.4787 | 0.5361 | 0.4787 | 0.6919 |
280
+ | No log | 14.7742 | 458 | 0.4861 | 0.5289 | 0.4861 | 0.6972 |
281
+ | No log | 14.8387 | 460 | 0.5208 | 0.5086 | 0.5208 | 0.7217 |
282
+ | No log | 14.9032 | 462 | 0.5107 | 0.5086 | 0.5107 | 0.7147 |
283
+ | No log | 14.9677 | 464 | 0.4773 | 0.5703 | 0.4773 | 0.6908 |
284
+ | No log | 15.0323 | 466 | 0.4896 | 0.5678 | 0.4896 | 0.6997 |
285
+ | No log | 15.0968 | 468 | 0.4995 | 0.6248 | 0.4995 | 0.7067 |
286
+ | No log | 15.1613 | 470 | 0.4891 | 0.5881 | 0.4891 | 0.6993 |
287
+ | No log | 15.2258 | 472 | 0.4752 | 0.6541 | 0.4752 | 0.6894 |
288
+ | No log | 15.2903 | 474 | 0.4781 | 0.6418 | 0.4781 | 0.6915 |
289
+ | No log | 15.3548 | 476 | 0.4652 | 0.6426 | 0.4652 | 0.6820 |
290
+ | No log | 15.4194 | 478 | 0.4701 | 0.5373 | 0.4701 | 0.6856 |
291
+ | No log | 15.4839 | 480 | 0.4693 | 0.5665 | 0.4693 | 0.6851 |
292
+ | No log | 15.5484 | 482 | 0.4678 | 0.5883 | 0.4678 | 0.6840 |
293
+ | No log | 15.6129 | 484 | 0.4645 | 0.5995 | 0.4645 | 0.6816 |
294
+ | No log | 15.6774 | 486 | 0.4741 | 0.6612 | 0.4741 | 0.6885 |
295
+ | No log | 15.7419 | 488 | 0.5272 | 0.5528 | 0.5272 | 0.7261 |
296
+ | No log | 15.8065 | 490 | 0.6510 | 0.5153 | 0.6510 | 0.8069 |
297
+ | No log | 15.8710 | 492 | 0.6472 | 0.5153 | 0.6472 | 0.8045 |
298
+ | No log | 15.9355 | 494 | 0.5300 | 0.5721 | 0.5300 | 0.7280 |
299
+ | No log | 16.0 | 496 | 0.4850 | 0.6530 | 0.4850 | 0.6964 |
300
+ | No log | 16.0645 | 498 | 0.5157 | 0.5920 | 0.5157 | 0.7182 |
301
+ | 0.3085 | 16.1290 | 500 | 0.4929 | 0.6214 | 0.4929 | 0.7021 |
302
+ | 0.3085 | 16.1935 | 502 | 0.4852 | 0.5114 | 0.4852 | 0.6965 |
303
+ | 0.3085 | 16.2581 | 504 | 0.4981 | 0.5591 | 0.4981 | 0.7057 |
304
+ | 0.3085 | 16.3226 | 506 | 0.4997 | 0.5343 | 0.4997 | 0.7069 |
305
+ | 0.3085 | 16.3871 | 508 | 0.4945 | 0.5133 | 0.4945 | 0.7032 |
306
+ | 0.3085 | 16.4516 | 510 | 0.5056 | 0.4726 | 0.5056 | 0.7111 |
307
 
308
 
309
  ### Framework versions
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