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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task2_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: 0.9980
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- - Qwk: 0.4796
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- - Mse: 0.9980
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- - Rmse: 0.9990
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  ## Model description
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@@ -47,283 +47,271 @@ 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 | 4.5135 | 0.0163 | 4.5135 | 2.1245 |
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- | No log | 0.1 | 4 | 2.6317 | -0.0334 | 2.6317 | 1.6222 |
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- | No log | 0.15 | 6 | 1.6442 | 0.0504 | 1.6442 | 1.2823 |
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- | No log | 0.2 | 8 | 1.3053 | 0.0205 | 1.3053 | 1.1425 |
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- | No log | 0.25 | 10 | 1.1061 | 0.2097 | 1.1061 | 1.0517 |
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- | No log | 0.3 | 12 | 1.0522 | 0.1857 | 1.0522 | 1.0258 |
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- | No log | 0.35 | 14 | 1.0003 | 0.2674 | 1.0003 | 1.0002 |
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- | No log | 0.4 | 16 | 1.0051 | 0.3762 | 1.0051 | 1.0025 |
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- | No log | 0.45 | 18 | 1.2197 | 0.2252 | 1.2197 | 1.1044 |
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- | No log | 0.5 | 20 | 1.2587 | 0.2605 | 1.2587 | 1.1219 |
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- | No log | 0.55 | 22 | 1.0760 | 0.3033 | 1.0760 | 1.0373 |
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- | No log | 0.6 | 24 | 0.9315 | 0.3493 | 0.9315 | 0.9651 |
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- | No log | 0.65 | 26 | 1.0116 | 0.3141 | 1.0116 | 1.0058 |
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- | No log | 0.7 | 28 | 1.0780 | 0.3870 | 1.0780 | 1.0383 |
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- | No log | 0.75 | 30 | 0.9534 | 0.3584 | 0.9534 | 0.9764 |
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- | No log | 0.8 | 32 | 1.0114 | 0.3869 | 1.0114 | 1.0057 |
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- | No log | 0.85 | 34 | 1.1168 | 0.2788 | 1.1168 | 1.0568 |
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- | No log | 0.9 | 36 | 1.4125 | 0.2568 | 1.4125 | 1.1885 |
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- | No log | 0.95 | 38 | 1.3935 | 0.2525 | 1.3935 | 1.1804 |
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- | No log | 1.0 | 40 | 1.0109 | 0.3881 | 1.0109 | 1.0054 |
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- | No log | 1.05 | 42 | 0.8605 | 0.4671 | 0.8605 | 0.9276 |
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- | No log | 1.1 | 44 | 0.8279 | 0.4321 | 0.8279 | 0.9099 |
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- | No log | 1.15 | 46 | 0.8544 | 0.3868 | 0.8544 | 0.9244 |
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- | No log | 1.2 | 48 | 0.9025 | 0.3590 | 0.9025 | 0.9500 |
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- | No log | 1.25 | 50 | 0.8987 | 0.4261 | 0.8987 | 0.9480 |
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- | No log | 1.3 | 52 | 0.8974 | 0.4342 | 0.8974 | 0.9473 |
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- | No log | 1.35 | 54 | 0.8953 | 0.5156 | 0.8953 | 0.9462 |
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- | No log | 1.4 | 56 | 0.9231 | 0.4572 | 0.9231 | 0.9608 |
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- | No log | 1.45 | 58 | 0.9496 | 0.4650 | 0.9496 | 0.9745 |
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- | No log | 1.5 | 60 | 0.8830 | 0.4720 | 0.8830 | 0.9397 |
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- | No log | 1.55 | 62 | 0.7900 | 0.4181 | 0.7900 | 0.8888 |
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- | No log | 1.6 | 64 | 0.7739 | 0.5446 | 0.7739 | 0.8797 |
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- | No log | 1.65 | 66 | 0.7782 | 0.5062 | 0.7782 | 0.8821 |
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- | No log | 1.7 | 68 | 0.8386 | 0.4161 | 0.8386 | 0.9157 |
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- | No log | 1.75 | 70 | 0.9037 | 0.4665 | 0.9037 | 0.9506 |
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- | No log | 1.8 | 72 | 0.9095 | 0.5495 | 0.9095 | 0.9537 |
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- | No log | 1.85 | 74 | 0.8366 | 0.5578 | 0.8366 | 0.9146 |
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- | No log | 1.9 | 76 | 0.7904 | 0.4668 | 0.7904 | 0.8891 |
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- | No log | 1.95 | 78 | 0.7965 | 0.5260 | 0.7965 | 0.8925 |
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- | No log | 2.0 | 80 | 0.8303 | 0.5169 | 0.8303 | 0.9112 |
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- | No log | 2.05 | 82 | 0.8924 | 0.5814 | 0.8924 | 0.9447 |
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- | No log | 2.1 | 84 | 0.9846 | 0.6217 | 0.9846 | 0.9923 |
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- | No log | 2.15 | 86 | 1.0022 | 0.5448 | 1.0022 | 1.0011 |
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- | No log | 2.2 | 88 | 0.8934 | 0.5445 | 0.8934 | 0.9452 |
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- | No log | 2.25 | 90 | 0.7591 | 0.5352 | 0.7591 | 0.8713 |
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- | No log | 2.3 | 92 | 0.7563 | 0.4738 | 0.7563 | 0.8697 |
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- | No log | 2.35 | 94 | 0.8193 | 0.4197 | 0.8193 | 0.9051 |
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- | No log | 2.4 | 96 | 0.9202 | 0.4301 | 0.9202 | 0.9593 |
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- | No log | 2.45 | 98 | 0.9371 | 0.4449 | 0.9371 | 0.9680 |
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- | No log | 2.5 | 100 | 0.8676 | 0.5276 | 0.8676 | 0.9314 |
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- | No log | 2.55 | 102 | 0.7686 | 0.5335 | 0.7686 | 0.8767 |
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- | No log | 2.6 | 104 | 0.7571 | 0.5706 | 0.7571 | 0.8701 |
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- | No log | 2.65 | 106 | 0.8149 | 0.5391 | 0.8149 | 0.9027 |
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- | No log | 2.7 | 108 | 0.8190 | 0.6289 | 0.8190 | 0.9050 |
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- | No log | 2.75 | 110 | 0.7706 | 0.6333 | 0.7706 | 0.8778 |
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- | No log | 2.8 | 112 | 0.7676 | 0.6414 | 0.7676 | 0.8761 |
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- | No log | 2.85 | 114 | 0.8095 | 0.6489 | 0.8095 | 0.8997 |
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- | No log | 2.9 | 116 | 0.8182 | 0.5598 | 0.8182 | 0.9046 |
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- | No log | 2.95 | 118 | 0.8006 | 0.5050 | 0.8006 | 0.8947 |
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- | No log | 3.0 | 120 | 0.7455 | 0.5997 | 0.7455 | 0.8635 |
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- | No log | 3.05 | 122 | 0.7090 | 0.6346 | 0.7090 | 0.8420 |
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- | No log | 3.1 | 124 | 0.6940 | 0.6722 | 0.6940 | 0.8331 |
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- | No log | 3.15 | 126 | 0.7232 | 0.6186 | 0.7232 | 0.8504 |
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- | No log | 3.2 | 128 | 0.8225 | 0.5594 | 0.8225 | 0.9069 |
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- | No log | 3.25 | 130 | 0.9330 | 0.5768 | 0.9330 | 0.9659 |
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- | No log | 3.3 | 132 | 1.0429 | 0.5268 | 1.0429 | 1.0212 |
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- | No log | 3.35 | 134 | 1.0175 | 0.4817 | 1.0175 | 1.0087 |
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- | No log | 3.4 | 136 | 0.9261 | 0.4722 | 0.9261 | 0.9623 |
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- | No log | 3.45 | 138 | 0.9004 | 0.4539 | 0.9004 | 0.9489 |
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- | No log | 3.5 | 140 | 0.9271 | 0.4065 | 0.9271 | 0.9628 |
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- | No log | 3.55 | 142 | 0.9551 | 0.4236 | 0.9551 | 0.9773 |
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- | No log | 3.6 | 144 | 0.9514 | 0.4449 | 0.9514 | 0.9754 |
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- | No log | 3.65 | 146 | 0.9157 | 0.4628 | 0.9157 | 0.9569 |
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- | No log | 3.7 | 148 | 0.8584 | 0.4554 | 0.8584 | 0.9265 |
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- | No log | 3.75 | 150 | 0.8132 | 0.5349 | 0.8132 | 0.9018 |
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- | No log | 3.8 | 152 | 0.7974 | 0.5735 | 0.7974 | 0.8929 |
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- | No log | 3.85 | 154 | 0.8276 | 0.5189 | 0.8276 | 0.9097 |
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- | No log | 3.9 | 156 | 0.8816 | 0.5492 | 0.8816 | 0.9389 |
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- | No log | 3.95 | 158 | 0.9117 | 0.5733 | 0.9117 | 0.9548 |
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- | No log | 4.0 | 160 | 0.9223 | 0.5857 | 0.9223 | 0.9604 |
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- | No log | 4.05 | 162 | 0.8674 | 0.5079 | 0.8674 | 0.9314 |
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- | No log | 4.1 | 164 | 0.8181 | 0.4597 | 0.8181 | 0.9045 |
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- | No log | 4.15 | 166 | 0.8458 | 0.5192 | 0.8458 | 0.9197 |
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- | No log | 4.2 | 168 | 0.9756 | 0.5528 | 0.9756 | 0.9877 |
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- | No log | 4.25 | 170 | 1.1385 | 0.5315 | 1.1385 | 1.0670 |
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- | No log | 4.3 | 172 | 1.0891 | 0.5732 | 1.0891 | 1.0436 |
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- | No log | 4.35 | 174 | 0.9656 | 0.5573 | 0.9656 | 0.9826 |
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- | No log | 4.4 | 176 | 0.8721 | 0.5136 | 0.8721 | 0.9339 |
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- | No log | 4.45 | 178 | 0.8232 | 0.5179 | 0.8232 | 0.9073 |
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- | No log | 4.5 | 180 | 0.8042 | 0.4953 | 0.8042 | 0.8968 |
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- | No log | 4.55 | 182 | 0.8111 | 0.5864 | 0.8111 | 0.9006 |
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- | No log | 4.6 | 184 | 0.8979 | 0.5249 | 0.8979 | 0.9476 |
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- | No log | 4.65 | 186 | 1.0480 | 0.5095 | 1.0480 | 1.0237 |
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- | No log | 4.7 | 188 | 1.0936 | 0.5059 | 1.0936 | 1.0457 |
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- | No log | 4.75 | 190 | 1.0198 | 0.5222 | 1.0198 | 1.0098 |
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- | No log | 4.8 | 192 | 0.8737 | 0.5458 | 0.8737 | 0.9347 |
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- | No log | 4.85 | 194 | 0.7969 | 0.6064 | 0.7969 | 0.8927 |
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- | No log | 4.9 | 196 | 0.7675 | 0.6302 | 0.7675 | 0.8761 |
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- | No log | 4.95 | 198 | 0.7821 | 0.6064 | 0.7821 | 0.8844 |
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- | No log | 5.0 | 200 | 0.8474 | 0.5424 | 0.8474 | 0.9205 |
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- | No log | 5.05 | 202 | 0.8424 | 0.5172 | 0.8424 | 0.9178 |
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- | No log | 5.1 | 204 | 0.7927 | 0.5836 | 0.7927 | 0.8903 |
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- | No log | 5.15 | 206 | 0.8196 | 0.4852 | 0.8196 | 0.9053 |
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- | No log | 5.2 | 208 | 0.8544 | 0.5358 | 0.8544 | 0.9244 |
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- | No log | 5.25 | 210 | 0.8638 | 0.5370 | 0.8638 | 0.9294 |
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- | No log | 5.3 | 212 | 0.8601 | 0.5724 | 0.8601 | 0.9274 |
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- | No log | 5.35 | 214 | 0.8420 | 0.5814 | 0.8420 | 0.9176 |
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- | No log | 5.4 | 216 | 0.8117 | 0.6004 | 0.8117 | 0.9009 |
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- | No log | 5.45 | 218 | 0.7866 | 0.5304 | 0.7866 | 0.8869 |
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- | No log | 5.5 | 220 | 0.7801 | 0.5169 | 0.7801 | 0.8833 |
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- | No log | 5.55 | 222 | 0.7971 | 0.5712 | 0.7971 | 0.8928 |
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- | No log | 5.6 | 224 | 0.8003 | 0.5675 | 0.8003 | 0.8946 |
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- | No log | 5.65 | 226 | 0.8134 | 0.5855 | 0.8134 | 0.9019 |
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- | No log | 5.7 | 228 | 0.8578 | 0.6026 | 0.8578 | 0.9262 |
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- | No log | 5.75 | 230 | 0.9347 | 0.4866 | 0.9347 | 0.9668 |
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- | No log | 5.8 | 232 | 1.0064 | 0.5867 | 1.0064 | 1.0032 |
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- | No log | 5.85 | 234 | 0.9863 | 0.5665 | 0.9863 | 0.9931 |
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- | No log | 5.9 | 236 | 0.8972 | 0.6276 | 0.8972 | 0.9472 |
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- | No log | 5.95 | 238 | 0.8151 | 0.6696 | 0.8151 | 0.9028 |
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- | No log | 6.0 | 240 | 0.7956 | 0.6427 | 0.7956 | 0.8919 |
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- | No log | 6.05 | 242 | 0.7939 | 0.6109 | 0.7939 | 0.8910 |
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- | No log | 6.1 | 244 | 0.7913 | 0.6235 | 0.7913 | 0.8895 |
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- | No log | 6.15 | 246 | 0.8155 | 0.5986 | 0.8155 | 0.9030 |
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- | No log | 6.2 | 248 | 0.8311 | 0.6167 | 0.8311 | 0.9116 |
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- | No log | 6.25 | 250 | 0.7883 | 0.6179 | 0.7883 | 0.8879 |
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- | No log | 6.3 | 252 | 0.7684 | 0.6098 | 0.7684 | 0.8766 |
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- | No log | 6.35 | 254 | 0.7527 | 0.5944 | 0.7527 | 0.8676 |
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- | No log | 6.4 | 256 | 0.7438 | 0.6294 | 0.7438 | 0.8625 |
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- | No log | 6.45 | 258 | 0.7798 | 0.5611 | 0.7798 | 0.8831 |
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- | No log | 6.5 | 260 | 0.8794 | 0.5772 | 0.8794 | 0.9378 |
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- | No log | 6.55 | 262 | 0.8791 | 0.5370 | 0.8791 | 0.9376 |
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- | No log | 6.6 | 264 | 0.8730 | 0.5293 | 0.8730 | 0.9343 |
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- | No log | 6.65 | 266 | 0.9087 | 0.4832 | 0.9087 | 0.9533 |
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- | No log | 6.7 | 268 | 0.8773 | 0.5786 | 0.8773 | 0.9367 |
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- | No log | 6.75 | 270 | 0.8563 | 0.5921 | 0.8563 | 0.9254 |
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- | No log | 6.8 | 272 | 0.8070 | 0.6071 | 0.8070 | 0.8983 |
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- | No log | 6.85 | 274 | 0.7720 | 0.6598 | 0.7720 | 0.8786 |
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- | No log | 6.9 | 276 | 0.7752 | 0.6677 | 0.7752 | 0.8804 |
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- | No log | 6.95 | 278 | 0.8004 | 0.6481 | 0.8004 | 0.8947 |
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- | No log | 7.0 | 280 | 0.8643 | 0.6458 | 0.8643 | 0.9297 |
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- | No log | 7.05 | 282 | 0.8689 | 0.6468 | 0.8689 | 0.9321 |
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- | No log | 7.1 | 284 | 0.8486 | 0.5997 | 0.8486 | 0.9212 |
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- | No log | 7.15 | 286 | 0.8080 | 0.5479 | 0.8080 | 0.8989 |
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- | No log | 7.2 | 288 | 0.8267 | 0.5406 | 0.8267 | 0.9092 |
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- | No log | 7.25 | 290 | 0.8626 | 0.5091 | 0.8626 | 0.9288 |
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- | No log | 7.3 | 292 | 0.9083 | 0.5476 | 0.9083 | 0.9531 |
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- | No log | 7.35 | 294 | 0.8812 | 0.5669 | 0.8812 | 0.9387 |
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- | No log | 7.4 | 296 | 0.8140 | 0.5679 | 0.8140 | 0.9022 |
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- | No log | 7.45 | 298 | 0.7545 | 0.6308 | 0.7545 | 0.8686 |
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- | No log | 7.5 | 300 | 0.7792 | 0.5853 | 0.7792 | 0.8827 |
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- | No log | 7.55 | 302 | 0.8169 | 0.5750 | 0.8169 | 0.9038 |
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- | No log | 7.6 | 304 | 0.8356 | 0.5728 | 0.8356 | 0.9141 |
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- | No log | 7.65 | 306 | 0.8794 | 0.5399 | 0.8794 | 0.9378 |
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- | No log | 7.7 | 308 | 0.8861 | 0.5294 | 0.8861 | 0.9413 |
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- | No log | 7.75 | 310 | 0.9034 | 0.4473 | 0.9034 | 0.9505 |
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- | No log | 7.8 | 312 | 0.9324 | 0.4440 | 0.9324 | 0.9656 |
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- | No log | 7.85 | 314 | 1.0133 | 0.3838 | 1.0133 | 1.0067 |
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- | No log | 7.9 | 316 | 1.0283 | 0.4444 | 1.0283 | 1.0140 |
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- | No log | 7.95 | 318 | 0.9611 | 0.4962 | 0.9611 | 0.9803 |
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- | No log | 8.0 | 320 | 0.8598 | 0.5291 | 0.8598 | 0.9272 |
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- | No log | 8.05 | 322 | 0.8250 | 0.5781 | 0.8250 | 0.9083 |
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- | No log | 8.1 | 324 | 0.8552 | 0.5836 | 0.8552 | 0.9248 |
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- | No log | 8.15 | 326 | 0.9553 | 0.5104 | 0.9553 | 0.9774 |
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- | No log | 8.2 | 328 | 1.0477 | 0.5399 | 1.0477 | 1.0236 |
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- | No log | 8.25 | 330 | 0.9927 | 0.5551 | 0.9927 | 0.9964 |
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- | No log | 8.3 | 332 | 0.8601 | 0.5634 | 0.8601 | 0.9274 |
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- | No log | 8.35 | 334 | 0.7989 | 0.5896 | 0.7989 | 0.8938 |
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- | No log | 8.4 | 336 | 0.7844 | 0.5711 | 0.7844 | 0.8856 |
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- | No log | 8.45 | 338 | 0.7714 | 0.5760 | 0.7714 | 0.8783 |
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- | No log | 8.5 | 340 | 0.7598 | 0.5455 | 0.7598 | 0.8717 |
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- | No log | 8.55 | 342 | 0.7511 | 0.6032 | 0.7511 | 0.8667 |
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- | No log | 8.6 | 344 | 0.7721 | 0.6098 | 0.7721 | 0.8787 |
224
- | No log | 8.65 | 346 | 0.8762 | 0.5554 | 0.8762 | 0.9361 |
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- | No log | 8.7 | 348 | 0.9317 | 0.4884 | 0.9317 | 0.9653 |
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- | No log | 8.75 | 350 | 0.8685 | 0.4841 | 0.8685 | 0.9319 |
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- | No log | 8.8 | 352 | 0.8793 | 0.4924 | 0.8793 | 0.9377 |
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- | No log | 8.85 | 354 | 0.9818 | 0.4866 | 0.9818 | 0.9908 |
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- | No log | 8.9 | 356 | 1.0960 | 0.5049 | 1.0960 | 1.0469 |
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- | No log | 8.95 | 358 | 1.0533 | 0.4911 | 1.0533 | 1.0263 |
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- | No log | 9.0 | 360 | 0.9088 | 0.4751 | 0.9088 | 0.9533 |
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- | No log | 9.05 | 362 | 0.8320 | 0.5105 | 0.8320 | 0.9121 |
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- | No log | 9.1 | 364 | 0.8079 | 0.5053 | 0.8079 | 0.8988 |
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- | No log | 9.15 | 366 | 0.7882 | 0.5079 | 0.7882 | 0.8878 |
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- | No log | 9.2 | 368 | 0.7714 | 0.5276 | 0.7714 | 0.8783 |
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- | No log | 9.25 | 370 | 0.8026 | 0.5338 | 0.8026 | 0.8959 |
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- | No log | 9.3 | 372 | 0.8345 | 0.5733 | 0.8345 | 0.9135 |
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- | No log | 9.35 | 374 | 0.8613 | 0.5810 | 0.8613 | 0.9280 |
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- | No log | 9.4 | 376 | 0.8806 | 0.5925 | 0.8806 | 0.9384 |
240
- | No log | 9.45 | 378 | 0.8372 | 0.6333 | 0.8372 | 0.9150 |
241
- | No log | 9.5 | 380 | 0.8123 | 0.6334 | 0.8123 | 0.9013 |
242
- | No log | 9.55 | 382 | 0.7868 | 0.6151 | 0.7868 | 0.8870 |
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- | No log | 9.6 | 384 | 0.7566 | 0.5545 | 0.7566 | 0.8698 |
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- | No log | 9.65 | 386 | 0.7628 | 0.5725 | 0.7628 | 0.8734 |
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- | No log | 9.7 | 388 | 0.8138 | 0.5556 | 0.8138 | 0.9021 |
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- | No log | 9.75 | 390 | 0.8348 | 0.5893 | 0.8348 | 0.9137 |
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- | No log | 9.8 | 392 | 0.7845 | 0.6017 | 0.7845 | 0.8857 |
248
- | No log | 9.85 | 394 | 0.7582 | 0.5415 | 0.7582 | 0.8707 |
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- | No log | 9.9 | 396 | 0.7500 | 0.5965 | 0.7500 | 0.8660 |
250
- | No log | 9.95 | 398 | 0.7481 | 0.6128 | 0.7481 | 0.8649 |
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- | No log | 10.0 | 400 | 0.7568 | 0.6179 | 0.7568 | 0.8699 |
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- | No log | 10.05 | 402 | 0.7657 | 0.6408 | 0.7657 | 0.8750 |
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- | No log | 10.1 | 404 | 0.7972 | 0.5700 | 0.7972 | 0.8928 |
254
- | No log | 10.15 | 406 | 0.8368 | 0.5339 | 0.8368 | 0.9148 |
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- | No log | 10.2 | 408 | 0.8217 | 0.5326 | 0.8217 | 0.9065 |
256
- | No log | 10.25 | 410 | 0.7890 | 0.5541 | 0.7890 | 0.8882 |
257
- | No log | 10.3 | 412 | 0.7628 | 0.5779 | 0.7628 | 0.8734 |
258
- | No log | 10.35 | 414 | 0.7587 | 0.6309 | 0.7587 | 0.8710 |
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- | No log | 10.4 | 416 | 0.7609 | 0.6193 | 0.7609 | 0.8723 |
260
- | No log | 10.45 | 418 | 0.7746 | 0.6237 | 0.7746 | 0.8801 |
261
- | No log | 10.5 | 420 | 0.7894 | 0.6144 | 0.7894 | 0.8885 |
262
- | No log | 10.55 | 422 | 0.7692 | 0.5929 | 0.7692 | 0.8770 |
263
- | No log | 10.6 | 424 | 0.7606 | 0.5666 | 0.7606 | 0.8721 |
264
- | No log | 10.65 | 426 | 0.7492 | 0.5864 | 0.7492 | 0.8656 |
265
- | No log | 10.7 | 428 | 0.7452 | 0.5859 | 0.7452 | 0.8633 |
266
- | No log | 10.75 | 430 | 0.7624 | 0.6118 | 0.7624 | 0.8732 |
267
- | No log | 10.8 | 432 | 0.7699 | 0.5886 | 0.7699 | 0.8774 |
268
- | No log | 10.85 | 434 | 0.7611 | 0.6055 | 0.7611 | 0.8724 |
269
- | No log | 10.9 | 436 | 0.7976 | 0.5557 | 0.7976 | 0.8931 |
270
- | No log | 10.95 | 438 | 0.8389 | 0.5487 | 0.8389 | 0.9159 |
271
- | No log | 11.0 | 440 | 0.8806 | 0.5374 | 0.8806 | 0.9384 |
272
- | No log | 11.05 | 442 | 0.8955 | 0.5260 | 0.8955 | 0.9463 |
273
- | No log | 11.1 | 444 | 0.9488 | 0.4918 | 0.9488 | 0.9740 |
274
- | No log | 11.15 | 446 | 1.0367 | 0.4421 | 1.0367 | 1.0182 |
275
- | No log | 11.2 | 448 | 1.0129 | 0.5080 | 1.0129 | 1.0064 |
276
- | No log | 11.25 | 450 | 0.8985 | 0.5233 | 0.8985 | 0.9479 |
277
- | No log | 11.3 | 452 | 0.8009 | 0.5401 | 0.8009 | 0.8949 |
278
- | No log | 11.35 | 454 | 0.7840 | 0.5406 | 0.7840 | 0.8854 |
279
- | No log | 11.4 | 456 | 0.8011 | 0.5235 | 0.8011 | 0.8950 |
280
- | No log | 11.45 | 458 | 0.8655 | 0.5176 | 0.8655 | 0.9303 |
281
- | No log | 11.5 | 460 | 0.8882 | 0.5328 | 0.8882 | 0.9424 |
282
- | No log | 11.55 | 462 | 0.8293 | 0.5472 | 0.8293 | 0.9106 |
283
- | No log | 11.6 | 464 | 0.7501 | 0.5406 | 0.7501 | 0.8661 |
284
- | No log | 11.65 | 466 | 0.6988 | 0.6487 | 0.6988 | 0.8359 |
285
- | No log | 11.7 | 468 | 0.6875 | 0.6487 | 0.6875 | 0.8292 |
286
- | No log | 11.75 | 470 | 0.6850 | 0.6586 | 0.6850 | 0.8276 |
287
- | No log | 11.8 | 472 | 0.6864 | 0.6399 | 0.6864 | 0.8285 |
288
- | No log | 11.85 | 474 | 0.7313 | 0.5473 | 0.7313 | 0.8552 |
289
- | No log | 11.9 | 476 | 0.8003 | 0.5385 | 0.8003 | 0.8946 |
290
- | No log | 11.95 | 478 | 0.8647 | 0.5056 | 0.8647 | 0.9299 |
291
- | No log | 12.0 | 480 | 0.9434 | 0.5121 | 0.9434 | 0.9713 |
292
- | No log | 12.05 | 482 | 1.0537 | 0.5300 | 1.0537 | 1.0265 |
293
- | No log | 12.1 | 484 | 1.0380 | 0.5234 | 1.0380 | 1.0188 |
294
- | No log | 12.15 | 486 | 0.9595 | 0.5134 | 0.9595 | 0.9795 |
295
- | No log | 12.2 | 488 | 0.9072 | 0.4567 | 0.9072 | 0.9525 |
296
- | No log | 12.25 | 490 | 0.8873 | 0.4567 | 0.8873 | 0.9420 |
297
- | No log | 12.3 | 492 | 0.8916 | 0.4567 | 0.8916 | 0.9443 |
298
- | No log | 12.35 | 494 | 0.9224 | 0.5062 | 0.9224 | 0.9604 |
299
- | No log | 12.4 | 496 | 0.8816 | 0.5171 | 0.8816 | 0.9389 |
300
- | No log | 12.45 | 498 | 0.8194 | 0.5154 | 0.8194 | 0.9052 |
301
- | 0.3281 | 12.5 | 500 | 0.7553 | 0.5291 | 0.7553 | 0.8691 |
302
- | 0.3281 | 12.55 | 502 | 0.7266 | 0.5636 | 0.7266 | 0.8524 |
303
- | 0.3281 | 12.6 | 504 | 0.7011 | 0.6266 | 0.7011 | 0.8373 |
304
- | 0.3281 | 12.65 | 506 | 0.6819 | 0.6875 | 0.6819 | 0.8257 |
305
- | 0.3281 | 12.7 | 508 | 0.7124 | 0.6578 | 0.7124 | 0.8440 |
306
- | 0.3281 | 12.75 | 510 | 0.7623 | 0.6595 | 0.7623 | 0.8731 |
307
- | 0.3281 | 12.8 | 512 | 0.7666 | 0.6149 | 0.7666 | 0.8755 |
308
- | 0.3281 | 12.85 | 514 | 0.7342 | 0.5370 | 0.7342 | 0.8569 |
309
- | 0.3281 | 12.9 | 516 | 0.7148 | 0.5585 | 0.7148 | 0.8455 |
310
- | 0.3281 | 12.95 | 518 | 0.6702 | 0.6285 | 0.6702 | 0.8186 |
311
- | 0.3281 | 13.0 | 520 | 0.6450 | 0.6548 | 0.6450 | 0.8031 |
312
- | 0.3281 | 13.05 | 522 | 0.6424 | 0.6773 | 0.6424 | 0.8015 |
313
- | 0.3281 | 13.1 | 524 | 0.6473 | 0.7059 | 0.6473 | 0.8046 |
314
- | 0.3281 | 13.15 | 526 | 0.6461 | 0.7191 | 0.6461 | 0.8038 |
315
- | 0.3281 | 13.2 | 528 | 0.6569 | 0.6611 | 0.6569 | 0.8105 |
316
- | 0.3281 | 13.25 | 530 | 0.7060 | 0.6162 | 0.7060 | 0.8402 |
317
- | 0.3281 | 13.3 | 532 | 0.7303 | 0.5515 | 0.7303 | 0.8546 |
318
- | 0.3281 | 13.35 | 534 | 0.7667 | 0.5405 | 0.7667 | 0.8756 |
319
- | 0.3281 | 13.4 | 536 | 0.8012 | 0.5719 | 0.8012 | 0.8951 |
320
- | 0.3281 | 13.45 | 538 | 0.8547 | 0.5297 | 0.8547 | 0.9245 |
321
- | 0.3281 | 13.5 | 540 | 0.8714 | 0.5355 | 0.8714 | 0.9335 |
322
- | 0.3281 | 13.55 | 542 | 0.8747 | 0.4828 | 0.8747 | 0.9353 |
323
- | 0.3281 | 13.6 | 544 | 0.9488 | 0.4400 | 0.9488 | 0.9740 |
324
- | 0.3281 | 13.65 | 546 | 0.9847 | 0.4400 | 0.9847 | 0.9923 |
325
- | 0.3281 | 13.7 | 548 | 1.0122 | 0.4776 | 1.0122 | 1.0061 |
326
- | 0.3281 | 13.75 | 550 | 0.9980 | 0.4796 | 0.9980 | 0.9990 |
327
 
328
 
329
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_task2_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: 0.9202
19
+ - Qwk: 0.4731
20
+ - Mse: 0.9202
21
+ - Rmse: 0.9592
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0444 | 2 | 4.7103 | 0.0010 | 4.7103 | 2.1703 |
53
+ | No log | 0.0889 | 4 | 3.6259 | -0.0013 | 3.6259 | 1.9042 |
54
+ | No log | 0.1333 | 6 | 1.7591 | 0.0504 | 1.7591 | 1.3263 |
55
+ | No log | 0.1778 | 8 | 1.2955 | 0.1080 | 1.2955 | 1.1382 |
56
+ | No log | 0.2222 | 10 | 1.2273 | 0.1417 | 1.2273 | 1.1078 |
57
+ | No log | 0.2667 | 12 | 1.2596 | 0.0454 | 1.2596 | 1.1223 |
58
+ | No log | 0.3111 | 14 | 1.2362 | 0.1076 | 1.2362 | 1.1118 |
59
+ | No log | 0.3556 | 16 | 1.2930 | 0.0860 | 1.2930 | 1.1371 |
60
+ | No log | 0.4 | 18 | 1.4058 | -0.0066 | 1.4058 | 1.1856 |
61
+ | No log | 0.4444 | 20 | 1.4248 | 0.0 | 1.4248 | 1.1936 |
62
+ | No log | 0.4889 | 22 | 1.4966 | 0.0 | 1.4966 | 1.2233 |
63
+ | No log | 0.5333 | 24 | 1.6575 | 0.0 | 1.6575 | 1.2874 |
64
+ | No log | 0.5778 | 26 | 1.5064 | 0.0 | 1.5064 | 1.2274 |
65
+ | No log | 0.6222 | 28 | 1.2063 | 0.1593 | 1.2063 | 1.0983 |
66
+ | No log | 0.6667 | 30 | 1.1513 | 0.1962 | 1.1513 | 1.0730 |
67
+ | No log | 0.7111 | 32 | 1.1767 | 0.1962 | 1.1767 | 1.0847 |
68
+ | No log | 0.7556 | 34 | 1.2182 | 0.0454 | 1.2182 | 1.1037 |
69
+ | No log | 0.8 | 36 | 1.2162 | 0.0700 | 1.2162 | 1.1028 |
70
+ | No log | 0.8444 | 38 | 1.3141 | 0.0627 | 1.3141 | 1.1463 |
71
+ | No log | 0.8889 | 40 | 1.3501 | 0.0600 | 1.3501 | 1.1620 |
72
+ | No log | 0.9333 | 42 | 1.1879 | 0.1314 | 1.1879 | 1.0899 |
73
+ | No log | 0.9778 | 44 | 1.1832 | 0.1351 | 1.1832 | 1.0877 |
74
+ | No log | 1.0222 | 46 | 1.2570 | 0.0979 | 1.2570 | 1.1212 |
75
+ | No log | 1.0667 | 48 | 1.3473 | 0.0232 | 1.3473 | 1.1607 |
76
+ | No log | 1.1111 | 50 | 1.2601 | 0.1753 | 1.2601 | 1.1226 |
77
+ | No log | 1.1556 | 52 | 1.2273 | 0.1288 | 1.2273 | 1.1078 |
78
+ | No log | 1.2 | 54 | 1.2460 | 0.0449 | 1.2460 | 1.1163 |
79
+ | No log | 1.2444 | 56 | 1.1969 | 0.1809 | 1.1969 | 1.0940 |
80
+ | No log | 1.2889 | 58 | 1.1185 | 0.3648 | 1.1185 | 1.0576 |
81
+ | No log | 1.3333 | 60 | 1.1243 | 0.2574 | 1.1243 | 1.0603 |
82
+ | No log | 1.3778 | 62 | 1.1859 | 0.1852 | 1.1859 | 1.0890 |
83
+ | No log | 1.4222 | 64 | 1.2016 | 0.1952 | 1.2016 | 1.0962 |
84
+ | No log | 1.4667 | 66 | 1.1577 | 0.2043 | 1.1577 | 1.0760 |
85
+ | No log | 1.5111 | 68 | 1.0515 | 0.1343 | 1.0515 | 1.0254 |
86
+ | No log | 1.5556 | 70 | 0.9962 | 0.2969 | 0.9962 | 0.9981 |
87
+ | No log | 1.6 | 72 | 0.9498 | 0.3298 | 0.9498 | 0.9746 |
88
+ | No log | 1.6444 | 74 | 0.9498 | 0.3578 | 0.9498 | 0.9746 |
89
+ | No log | 1.6889 | 76 | 0.9378 | 0.3631 | 0.9378 | 0.9684 |
90
+ | No log | 1.7333 | 78 | 0.8913 | 0.3537 | 0.8913 | 0.9441 |
91
+ | No log | 1.7778 | 80 | 0.8960 | 0.4087 | 0.8960 | 0.9466 |
92
+ | No log | 1.8222 | 82 | 0.8836 | 0.3787 | 0.8836 | 0.9400 |
93
+ | No log | 1.8667 | 84 | 0.9146 | 0.4898 | 0.9146 | 0.9564 |
94
+ | No log | 1.9111 | 86 | 0.9351 | 0.5304 | 0.9351 | 0.9670 |
95
+ | No log | 1.9556 | 88 | 1.0180 | 0.4536 | 1.0180 | 1.0090 |
96
+ | No log | 2.0 | 90 | 1.0627 | 0.3913 | 1.0627 | 1.0309 |
97
+ | No log | 2.0444 | 92 | 0.9990 | 0.3514 | 0.9990 | 0.9995 |
98
+ | No log | 2.0889 | 94 | 0.9144 | 0.3953 | 0.9144 | 0.9563 |
99
+ | No log | 2.1333 | 96 | 0.8840 | 0.5262 | 0.8840 | 0.9402 |
100
+ | No log | 2.1778 | 98 | 0.9001 | 0.5916 | 0.9001 | 0.9488 |
101
+ | No log | 2.2222 | 100 | 0.8879 | 0.4393 | 0.8879 | 0.9423 |
102
+ | No log | 2.2667 | 102 | 0.9597 | 0.4201 | 0.9597 | 0.9796 |
103
+ | No log | 2.3111 | 104 | 0.9830 | 0.3711 | 0.9830 | 0.9915 |
104
+ | No log | 2.3556 | 106 | 1.1186 | 0.3184 | 1.1186 | 1.0577 |
105
+ | No log | 2.4 | 108 | 1.1997 | 0.3991 | 1.1997 | 1.0953 |
106
+ | No log | 2.4444 | 110 | 1.0094 | 0.4410 | 1.0094 | 1.0047 |
107
+ | No log | 2.4889 | 112 | 0.8769 | 0.5023 | 0.8769 | 0.9364 |
108
+ | No log | 2.5333 | 114 | 0.8695 | 0.4939 | 0.8695 | 0.9325 |
109
+ | No log | 2.5778 | 116 | 0.8802 | 0.4805 | 0.8802 | 0.9382 |
110
+ | No log | 2.6222 | 118 | 0.8671 | 0.4794 | 0.8671 | 0.9312 |
111
+ | No log | 2.6667 | 120 | 0.8540 | 0.4805 | 0.8540 | 0.9241 |
112
+ | No log | 2.7111 | 122 | 0.8706 | 0.4546 | 0.8706 | 0.9331 |
113
+ | No log | 2.7556 | 124 | 1.0324 | 0.4545 | 1.0324 | 1.0161 |
114
+ | No log | 2.8 | 126 | 1.0976 | 0.4845 | 1.0976 | 1.0477 |
115
+ | No log | 2.8444 | 128 | 0.9972 | 0.4824 | 0.9972 | 0.9986 |
116
+ | No log | 2.8889 | 130 | 0.9115 | 0.4851 | 0.9115 | 0.9547 |
117
+ | No log | 2.9333 | 132 | 0.8015 | 0.4328 | 0.8015 | 0.8953 |
118
+ | No log | 2.9778 | 134 | 0.7437 | 0.5336 | 0.7437 | 0.8624 |
119
+ | No log | 3.0222 | 136 | 0.7348 | 0.6048 | 0.7348 | 0.8572 |
120
+ | No log | 3.0667 | 138 | 0.7343 | 0.5159 | 0.7343 | 0.8569 |
121
+ | No log | 3.1111 | 140 | 0.8919 | 0.5286 | 0.8919 | 0.9444 |
122
+ | No log | 3.1556 | 142 | 1.0766 | 0.5246 | 1.0766 | 1.0376 |
123
+ | No log | 3.2 | 144 | 0.9437 | 0.5270 | 0.9437 | 0.9714 |
124
+ | No log | 3.2444 | 146 | 0.7683 | 0.5418 | 0.7683 | 0.8765 |
125
+ | No log | 3.2889 | 148 | 0.8948 | 0.4783 | 0.8948 | 0.9459 |
126
+ | No log | 3.3333 | 150 | 0.8720 | 0.5133 | 0.8720 | 0.9338 |
127
+ | No log | 3.3778 | 152 | 0.7787 | 0.4676 | 0.7787 | 0.8824 |
128
+ | No log | 3.4222 | 154 | 0.8187 | 0.4852 | 0.8187 | 0.9048 |
129
+ | No log | 3.4667 | 156 | 1.0655 | 0.5043 | 1.0655 | 1.0322 |
130
+ | No log | 3.5111 | 158 | 1.1923 | 0.4809 | 1.1923 | 1.0919 |
131
+ | No log | 3.5556 | 160 | 1.1139 | 0.4567 | 1.1139 | 1.0554 |
132
+ | No log | 3.6 | 162 | 0.9206 | 0.4681 | 0.9206 | 0.9595 |
133
+ | No log | 3.6444 | 164 | 0.8665 | 0.4775 | 0.8665 | 0.9309 |
134
+ | No log | 3.6889 | 166 | 0.8862 | 0.4468 | 0.8862 | 0.9414 |
135
+ | No log | 3.7333 | 168 | 0.8832 | 0.4166 | 0.8832 | 0.9398 |
136
+ | No log | 3.7778 | 170 | 0.9308 | 0.4958 | 0.9308 | 0.9648 |
137
+ | No log | 3.8222 | 172 | 0.9768 | 0.5083 | 0.9768 | 0.9883 |
138
+ | No log | 3.8667 | 174 | 0.9647 | 0.4958 | 0.9647 | 0.9822 |
139
+ | No log | 3.9111 | 176 | 0.8788 | 0.4043 | 0.8788 | 0.9375 |
140
+ | No log | 3.9556 | 178 | 0.8227 | 0.4282 | 0.8227 | 0.9070 |
141
+ | No log | 4.0 | 180 | 0.8285 | 0.4737 | 0.8285 | 0.9102 |
142
+ | No log | 4.0444 | 182 | 0.8546 | 0.4976 | 0.8546 | 0.9244 |
143
+ | No log | 4.0889 | 184 | 0.8640 | 0.4976 | 0.8640 | 0.9295 |
144
+ | No log | 4.1333 | 186 | 0.8621 | 0.5098 | 0.8621 | 0.9285 |
145
+ | No log | 4.1778 | 188 | 0.8799 | 0.4784 | 0.8799 | 0.9381 |
146
+ | No log | 4.2222 | 190 | 0.8784 | 0.5351 | 0.8784 | 0.9372 |
147
+ | No log | 4.2667 | 192 | 0.8634 | 0.3902 | 0.8634 | 0.9292 |
148
+ | No log | 4.3111 | 194 | 0.9161 | 0.3936 | 0.9161 | 0.9571 |
149
+ | No log | 4.3556 | 196 | 1.1319 | 0.4186 | 1.1319 | 1.0639 |
150
+ | No log | 4.4 | 198 | 1.3075 | 0.3986 | 1.3075 | 1.1435 |
151
+ | No log | 4.4444 | 200 | 1.2915 | 0.3643 | 1.2915 | 1.1364 |
152
+ | No log | 4.4889 | 202 | 1.0995 | 0.4071 | 1.0995 | 1.0486 |
153
+ | No log | 4.5333 | 204 | 0.9185 | 0.3778 | 0.9185 | 0.9584 |
154
+ | No log | 4.5778 | 206 | 0.8669 | 0.4488 | 0.8669 | 0.9311 |
155
+ | No log | 4.6222 | 208 | 0.8741 | 0.4282 | 0.8741 | 0.9349 |
156
+ | No log | 4.6667 | 210 | 0.8984 | 0.4381 | 0.8984 | 0.9479 |
157
+ | No log | 4.7111 | 212 | 0.9114 | 0.4381 | 0.9114 | 0.9547 |
158
+ | No log | 4.7556 | 214 | 0.9082 | 0.3868 | 0.9082 | 0.9530 |
159
+ | No log | 4.8 | 216 | 0.8895 | 0.3762 | 0.8895 | 0.9431 |
160
+ | No log | 4.8444 | 218 | 0.8875 | 0.3705 | 0.8875 | 0.9420 |
161
+ | No log | 4.8889 | 220 | 0.8884 | 0.4122 | 0.8884 | 0.9425 |
162
+ | No log | 4.9333 | 222 | 0.9317 | 0.5046 | 0.9317 | 0.9652 |
163
+ | No log | 4.9778 | 224 | 1.0396 | 0.4219 | 1.0396 | 1.0196 |
164
+ | No log | 5.0222 | 226 | 1.0557 | 0.3907 | 1.0557 | 1.0275 |
165
+ | No log | 5.0667 | 228 | 0.9512 | 0.4261 | 0.9512 | 0.9753 |
166
+ | No log | 5.1111 | 230 | 0.9101 | 0.4164 | 0.9101 | 0.9540 |
167
+ | No log | 5.1556 | 232 | 0.9360 | 0.4224 | 0.9360 | 0.9675 |
168
+ | No log | 5.2 | 234 | 0.9702 | 0.4955 | 0.9702 | 0.9850 |
169
+ | No log | 5.2444 | 236 | 0.9250 | 0.4839 | 0.9250 | 0.9617 |
170
+ | No log | 5.2889 | 238 | 0.9242 | 0.4422 | 0.9242 | 0.9614 |
171
+ | No log | 5.3333 | 240 | 0.9289 | 0.4663 | 0.9289 | 0.9638 |
172
+ | No log | 5.3778 | 242 | 0.9235 | 0.4254 | 0.9235 | 0.9610 |
173
+ | No log | 5.4222 | 244 | 0.8812 | 0.3816 | 0.8812 | 0.9387 |
174
+ | No log | 5.4667 | 246 | 0.8530 | 0.4455 | 0.8530 | 0.9236 |
175
+ | No log | 5.5111 | 248 | 0.8507 | 0.4352 | 0.8507 | 0.9223 |
176
+ | No log | 5.5556 | 250 | 0.8777 | 0.4654 | 0.8777 | 0.9368 |
177
+ | No log | 5.6 | 252 | 0.9979 | 0.4436 | 0.9979 | 0.9990 |
178
+ | No log | 5.6444 | 254 | 1.0424 | 0.4618 | 1.0424 | 1.0210 |
179
+ | No log | 5.6889 | 256 | 0.9256 | 0.4733 | 0.9256 | 0.9621 |
180
+ | No log | 5.7333 | 258 | 0.8315 | 0.4676 | 0.8315 | 0.9119 |
181
+ | No log | 5.7778 | 260 | 0.8427 | 0.4933 | 0.8427 | 0.9180 |
182
+ | No log | 5.8222 | 262 | 0.8469 | 0.4951 | 0.8469 | 0.9202 |
183
+ | No log | 5.8667 | 264 | 0.9267 | 0.4742 | 0.9267 | 0.9627 |
184
+ | No log | 5.9111 | 266 | 0.9961 | 0.4786 | 0.9961 | 0.9980 |
185
+ | No log | 5.9556 | 268 | 0.9989 | 0.4685 | 0.9989 | 0.9995 |
186
+ | No log | 6.0 | 270 | 0.9082 | 0.4857 | 0.9082 | 0.9530 |
187
+ | No log | 6.0444 | 272 | 0.8281 | 0.4519 | 0.8281 | 0.9100 |
188
+ | No log | 6.0889 | 274 | 0.8090 | 0.4690 | 0.8090 | 0.8994 |
189
+ | No log | 6.1333 | 276 | 0.7957 | 0.4512 | 0.7957 | 0.8920 |
190
+ | No log | 6.1778 | 278 | 0.8065 | 0.4998 | 0.8065 | 0.8980 |
191
+ | No log | 6.2222 | 280 | 0.8287 | 0.5295 | 0.8287 | 0.9103 |
192
+ | No log | 6.2667 | 282 | 0.8806 | 0.4898 | 0.8806 | 0.9384 |
193
+ | No log | 6.3111 | 284 | 0.9206 | 0.4886 | 0.9206 | 0.9595 |
194
+ | No log | 6.3556 | 286 | 0.9876 | 0.4332 | 0.9876 | 0.9938 |
195
+ | No log | 6.4 | 288 | 0.9089 | 0.4886 | 0.9089 | 0.9533 |
196
+ | No log | 6.4444 | 290 | 0.8579 | 0.5240 | 0.8579 | 0.9262 |
197
+ | No log | 6.4889 | 292 | 0.8542 | 0.4799 | 0.8542 | 0.9242 |
198
+ | No log | 6.5333 | 294 | 0.8389 | 0.4343 | 0.8389 | 0.9159 |
199
+ | No log | 6.5778 | 296 | 0.8317 | 0.4646 | 0.8317 | 0.9120 |
200
+ | No log | 6.6222 | 298 | 0.8517 | 0.4470 | 0.8517 | 0.9229 |
201
+ | No log | 6.6667 | 300 | 0.9531 | 0.5086 | 0.9531 | 0.9763 |
202
+ | No log | 6.7111 | 302 | 1.0873 | 0.4403 | 1.0873 | 1.0427 |
203
+ | No log | 6.7556 | 304 | 1.0552 | 0.4216 | 1.0552 | 1.0272 |
204
+ | No log | 6.8 | 306 | 0.9363 | 0.4927 | 0.9363 | 0.9676 |
205
+ | No log | 6.8444 | 308 | 0.8729 | 0.3908 | 0.8729 | 0.9343 |
206
+ | No log | 6.8889 | 310 | 0.8677 | 0.4142 | 0.8677 | 0.9315 |
207
+ | No log | 6.9333 | 312 | 0.8773 | 0.3914 | 0.8773 | 0.9366 |
208
+ | No log | 6.9778 | 314 | 0.9156 | 0.5130 | 0.9156 | 0.9569 |
209
+ | No log | 7.0222 | 316 | 0.9637 | 0.4655 | 0.9637 | 0.9817 |
210
+ | No log | 7.0667 | 318 | 0.9334 | 0.5086 | 0.9334 | 0.9661 |
211
+ | No log | 7.1111 | 320 | 0.8778 | 0.4934 | 0.8778 | 0.9369 |
212
+ | No log | 7.1556 | 322 | 0.8435 | 0.4505 | 0.8435 | 0.9184 |
213
+ | No log | 7.2 | 324 | 0.8450 | 0.4676 | 0.8450 | 0.9192 |
214
+ | No log | 7.2444 | 326 | 0.8666 | 0.4966 | 0.8666 | 0.9309 |
215
+ | No log | 7.2889 | 328 | 0.9229 | 0.5058 | 0.9229 | 0.9607 |
216
+ | No log | 7.3333 | 330 | 0.9838 | 0.4521 | 0.9838 | 0.9919 |
217
+ | No log | 7.3778 | 332 | 0.9545 | 0.4918 | 0.9545 | 0.9770 |
218
+ | No log | 7.4222 | 334 | 0.8625 | 0.5421 | 0.8625 | 0.9287 |
219
+ | No log | 7.4667 | 336 | 0.8088 | 0.4575 | 0.8088 | 0.8993 |
220
+ | No log | 7.5111 | 338 | 0.7914 | 0.4824 | 0.7914 | 0.8896 |
221
+ | No log | 7.5556 | 340 | 0.8032 | 0.4686 | 0.8032 | 0.8962 |
222
+ | No log | 7.6 | 342 | 0.8017 | 0.4389 | 0.8017 | 0.8954 |
223
+ | No log | 7.6444 | 344 | 0.8116 | 0.4824 | 0.8116 | 0.9009 |
224
+ | No log | 7.6889 | 346 | 0.9044 | 0.4943 | 0.9044 | 0.9510 |
225
+ | No log | 7.7333 | 348 | 0.9801 | 0.4587 | 0.9801 | 0.9900 |
226
+ | No log | 7.7778 | 350 | 0.9688 | 0.4702 | 0.9688 | 0.9843 |
227
+ | No log | 7.8222 | 352 | 0.8802 | 0.5058 | 0.8802 | 0.9382 |
228
+ | No log | 7.8667 | 354 | 0.8456 | 0.5374 | 0.8456 | 0.9195 |
229
+ | No log | 7.9111 | 356 | 0.7926 | 0.5014 | 0.7926 | 0.8903 |
230
+ | No log | 7.9556 | 358 | 0.7790 | 0.4824 | 0.7790 | 0.8826 |
231
+ | No log | 8.0 | 360 | 0.7786 | 0.4824 | 0.7786 | 0.8824 |
232
+ | No log | 8.0444 | 362 | 0.7972 | 0.4966 | 0.7972 | 0.8929 |
233
+ | No log | 8.0889 | 364 | 0.7920 | 0.4824 | 0.7920 | 0.8899 |
234
+ | No log | 8.1333 | 366 | 0.7957 | 0.4824 | 0.7957 | 0.8920 |
235
+ | No log | 8.1778 | 368 | 0.8110 | 0.5032 | 0.8110 | 0.9006 |
236
+ | No log | 8.2222 | 370 | 0.8619 | 0.5462 | 0.8619 | 0.9284 |
237
+ | No log | 8.2667 | 372 | 0.9446 | 0.5030 | 0.9446 | 0.9719 |
238
+ | No log | 8.3111 | 374 | 0.9710 | 0.5016 | 0.9710 | 0.9854 |
239
+ | No log | 8.3556 | 376 | 0.9163 | 0.5016 | 0.9163 | 0.9572 |
240
+ | No log | 8.4 | 378 | 0.8641 | 0.4631 | 0.8641 | 0.9296 |
241
+ | No log | 8.4444 | 380 | 0.8673 | 0.4838 | 0.8673 | 0.9313 |
242
+ | No log | 8.4889 | 382 | 0.8709 | 0.5016 | 0.8709 | 0.9332 |
243
+ | No log | 8.5333 | 384 | 0.8395 | 0.5014 | 0.8395 | 0.9163 |
244
+ | No log | 8.5778 | 386 | 0.8438 | 0.4742 | 0.8438 | 0.9186 |
245
+ | No log | 8.6222 | 388 | 0.8850 | 0.5016 | 0.8850 | 0.9407 |
246
+ | No log | 8.6667 | 390 | 0.9629 | 0.4617 | 0.9629 | 0.9813 |
247
+ | No log | 8.7111 | 392 | 0.9710 | 0.4617 | 0.9710 | 0.9854 |
248
+ | No log | 8.7556 | 394 | 0.9058 | 0.4091 | 0.9058 | 0.9517 |
249
+ | No log | 8.8 | 396 | 0.8723 | 0.4224 | 0.8723 | 0.9340 |
250
+ | No log | 8.8444 | 398 | 0.8395 | 0.5141 | 0.8395 | 0.9163 |
251
+ | No log | 8.8889 | 400 | 0.8418 | 0.5340 | 0.8418 | 0.9175 |
252
+ | No log | 8.9333 | 402 | 0.8940 | 0.5260 | 0.8940 | 0.9455 |
253
+ | No log | 8.9778 | 404 | 0.9115 | 0.5260 | 0.9115 | 0.9547 |
254
+ | No log | 9.0222 | 406 | 0.8805 | 0.5260 | 0.8805 | 0.9383 |
255
+ | No log | 9.0667 | 408 | 0.8677 | 0.5440 | 0.8677 | 0.9315 |
256
+ | No log | 9.1111 | 410 | 0.8668 | 0.4851 | 0.8668 | 0.9310 |
257
+ | No log | 9.1556 | 412 | 0.8265 | 0.5565 | 0.8265 | 0.9091 |
258
+ | No log | 9.2 | 414 | 0.7948 | 0.4601 | 0.7948 | 0.8915 |
259
+ | No log | 9.2444 | 416 | 0.8047 | 0.4601 | 0.8047 | 0.8970 |
260
+ | No log | 9.2889 | 418 | 0.8473 | 0.4893 | 0.8473 | 0.9205 |
261
+ | No log | 9.3333 | 420 | 0.9231 | 0.4641 | 0.9231 | 0.9608 |
262
+ | No log | 9.3778 | 422 | 0.9679 | 0.4587 | 0.9679 | 0.9838 |
263
+ | No log | 9.4222 | 424 | 0.9471 | 0.4426 | 0.9471 | 0.9732 |
264
+ | No log | 9.4667 | 426 | 0.9145 | 0.4894 | 0.9145 | 0.9563 |
265
+ | No log | 9.5111 | 428 | 0.8799 | 0.5080 | 0.8799 | 0.9380 |
266
+ | No log | 9.5556 | 430 | 0.8709 | 0.5080 | 0.8709 | 0.9332 |
267
+ | No log | 9.6 | 432 | 0.8570 | 0.4998 | 0.8570 | 0.9257 |
268
+ | No log | 9.6444 | 434 | 0.8607 | 0.4998 | 0.8607 | 0.9277 |
269
+ | No log | 9.6889 | 436 | 0.8456 | 0.5130 | 0.8456 | 0.9196 |
270
+ | No log | 9.7333 | 438 | 0.8708 | 0.4526 | 0.8708 | 0.9332 |
271
+ | No log | 9.7778 | 440 | 0.9019 | 0.4479 | 0.9019 | 0.9497 |
272
+ | No log | 9.8222 | 442 | 0.8753 | 0.4519 | 0.8753 | 0.9356 |
273
+ | No log | 9.8667 | 444 | 0.8417 | 0.4928 | 0.8417 | 0.9175 |
274
+ | No log | 9.9111 | 446 | 0.8385 | 0.4098 | 0.8385 | 0.9157 |
275
+ | No log | 9.9556 | 448 | 0.8394 | 0.4098 | 0.8394 | 0.9162 |
276
+ | No log | 10.0 | 450 | 0.8472 | 0.5047 | 0.8472 | 0.9204 |
277
+ | No log | 10.0444 | 452 | 0.9492 | 0.4601 | 0.9492 | 0.9743 |
278
+ | No log | 10.0889 | 454 | 1.0287 | 0.4574 | 1.0287 | 1.0143 |
279
+ | No log | 10.1333 | 456 | 0.9903 | 0.4580 | 0.9903 | 0.9952 |
280
+ | No log | 10.1778 | 458 | 0.9279 | 0.4440 | 0.9279 | 0.9633 |
281
+ | No log | 10.2222 | 460 | 0.8514 | 0.4657 | 0.8514 | 0.9227 |
282
+ | No log | 10.2667 | 462 | 0.8161 | 0.4501 | 0.8161 | 0.9034 |
283
+ | No log | 10.3111 | 464 | 0.8089 | 0.4367 | 0.8089 | 0.8994 |
284
+ | No log | 10.3556 | 466 | 0.7863 | 0.4960 | 0.7863 | 0.8868 |
285
+ | No log | 10.4 | 468 | 0.7713 | 0.5043 | 0.7713 | 0.8782 |
286
+ | No log | 10.4444 | 470 | 0.7889 | 0.5585 | 0.7889 | 0.8882 |
287
+ | No log | 10.4889 | 472 | 0.8100 | 0.5490 | 0.8100 | 0.9000 |
288
+ | No log | 10.5333 | 474 | 0.8467 | 0.54 | 0.8467 | 0.9202 |
289
+ | No log | 10.5778 | 476 | 0.9434 | 0.5113 | 0.9434 | 0.9713 |
290
+ | No log | 10.6222 | 478 | 0.9994 | 0.5016 | 0.9994 | 0.9997 |
291
+ | No log | 10.6667 | 480 | 0.9765 | 0.4851 | 0.9765 | 0.9882 |
292
+ | No log | 10.7111 | 482 | 1.0020 | 0.4851 | 1.0020 | 1.0010 |
293
+ | No log | 10.7556 | 484 | 0.9927 | 0.5030 | 0.9927 | 0.9963 |
294
+ | No log | 10.8 | 486 | 0.9298 | 0.5217 | 0.9298 | 0.9643 |
295
+ | No log | 10.8444 | 488 | 0.8631 | 0.5047 | 0.8631 | 0.9290 |
296
+ | No log | 10.8889 | 490 | 0.8461 | 0.4962 | 0.8461 | 0.9199 |
297
+ | No log | 10.9333 | 492 | 0.8496 | 0.5392 | 0.8496 | 0.9217 |
298
+ | No log | 10.9778 | 494 | 0.8515 | 0.5392 | 0.8515 | 0.9228 |
299
+ | No log | 11.0222 | 496 | 0.8458 | 0.5392 | 0.8458 | 0.9197 |
300
+ | No log | 11.0667 | 498 | 0.8433 | 0.5721 | 0.8433 | 0.9183 |
301
+ | 0.3819 | 11.1111 | 500 | 0.8312 | 0.4946 | 0.8312 | 0.9117 |
302
+ | 0.3819 | 11.1556 | 502 | 0.8220 | 0.4979 | 0.8220 | 0.9067 |
303
+ | 0.3819 | 11.2 | 504 | 0.8247 | 0.4722 | 0.8247 | 0.9081 |
304
+ | 0.3819 | 11.2444 | 506 | 0.8494 | 0.5149 | 0.8494 | 0.9216 |
305
+ | 0.3819 | 11.2889 | 508 | 0.8731 | 0.5594 | 0.8731 | 0.9344 |
306
+ | 0.3819 | 11.3333 | 510 | 0.8522 | 0.5149 | 0.8522 | 0.9231 |
307
+ | 0.3819 | 11.3778 | 512 | 0.8468 | 0.5149 | 0.8468 | 0.9202 |
308
+ | 0.3819 | 11.4222 | 514 | 0.8564 | 0.4777 | 0.8564 | 0.9254 |
309
+ | 0.3819 | 11.4667 | 516 | 0.9017 | 0.5063 | 0.9017 | 0.9496 |
310
+ | 0.3819 | 11.5111 | 518 | 0.9351 | 0.4863 | 0.9351 | 0.9670 |
311
+ | 0.3819 | 11.5556 | 520 | 0.9207 | 0.4466 | 0.9207 | 0.9595 |
312
+ | 0.3819 | 11.6 | 522 | 0.9277 | 0.4466 | 0.9277 | 0.9632 |
313
+ | 0.3819 | 11.6444 | 524 | 0.9332 | 0.4596 | 0.9332 | 0.9660 |
314
+ | 0.3819 | 11.6889 | 526 | 0.9202 | 0.4731 | 0.9202 | 0.9592 |
 
 
 
 
 
 
 
 
 
 
 
 
315
 
316
 
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  ### Framework versions