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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task1_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7804
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- - Qwk: 0.6912
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- - Mse: 0.7804
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- - Rmse: 0.8834
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  ## Model description
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@@ -47,336 +47,263 @@ 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 | 0.0357 | 2 | 6.9070 | 0.0179 | 6.9070 | 2.6281 |
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- | No log | 0.0714 | 4 | 4.4672 | 0.1070 | 4.4672 | 2.1136 |
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- | No log | 0.1071 | 6 | 3.4656 | 0.0108 | 3.4656 | 1.8616 |
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- | No log | 0.1429 | 8 | 3.2879 | -0.0118 | 3.2879 | 1.8133 |
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- | No log | 0.1786 | 10 | 2.4690 | 0.0630 | 2.4690 | 1.5713 |
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- | No log | 0.2143 | 12 | 2.0145 | 0.0174 | 2.0145 | 1.4193 |
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- | No log | 0.25 | 14 | 1.9556 | 0.0917 | 1.9556 | 1.3984 |
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- | No log | 0.2857 | 16 | 1.9223 | 0.0727 | 1.9223 | 1.3865 |
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- | No log | 0.3214 | 18 | 2.1185 | 0.0840 | 2.1185 | 1.4555 |
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- | No log | 0.3571 | 20 | 3.3321 | -0.0222 | 3.3321 | 1.8254 |
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- | No log | 0.3929 | 22 | 4.1049 | 0.0180 | 4.1049 | 2.0260 |
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- | No log | 0.4286 | 24 | 2.9679 | 0.0727 | 2.9679 | 1.7228 |
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- | No log | 0.4643 | 26 | 2.3065 | 0.2177 | 2.3065 | 1.5187 |
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- | No log | 0.5 | 28 | 2.2558 | 0.2432 | 2.2558 | 1.5019 |
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- | No log | 0.5357 | 30 | 2.4507 | 0.2119 | 2.4507 | 1.5655 |
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- | No log | 0.5714 | 32 | 2.1972 | 0.24 | 2.1972 | 1.4823 |
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- | No log | 0.6071 | 34 | 1.6876 | 0.2923 | 1.6876 | 1.2991 |
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- | No log | 0.6429 | 36 | 1.4515 | 0.1651 | 1.4515 | 1.2048 |
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- | No log | 0.6786 | 38 | 1.4299 | 0.2545 | 1.4299 | 1.1958 |
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- | No log | 0.7143 | 40 | 1.3570 | 0.2703 | 1.3570 | 1.1649 |
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- | No log | 0.75 | 42 | 1.3596 | 0.3448 | 1.3596 | 1.1660 |
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- | No log | 0.7857 | 44 | 1.6077 | 0.3768 | 1.6077 | 1.2680 |
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- | No log | 0.8214 | 46 | 2.3725 | 0.2439 | 2.3725 | 1.5403 |
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- | No log | 0.8571 | 48 | 3.2250 | 0.2262 | 3.2250 | 1.7958 |
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- | No log | 0.8929 | 50 | 2.9742 | 0.1836 | 2.9742 | 1.7246 |
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- | No log | 0.9286 | 52 | 2.6865 | 0.1695 | 2.6865 | 1.6390 |
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- | No log | 0.9643 | 54 | 2.3931 | 0.1595 | 2.3931 | 1.5470 |
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- | No log | 1.0 | 56 | 1.9516 | 0.2449 | 1.9516 | 1.3970 |
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- | No log | 1.0357 | 58 | 1.5148 | 0.4397 | 1.5148 | 1.2308 |
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- | No log | 1.0714 | 60 | 1.3937 | 0.4571 | 1.3937 | 1.1806 |
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- | No log | 1.1071 | 62 | 1.9696 | 0.3250 | 1.9696 | 1.4034 |
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- | No log | 1.1429 | 64 | 2.5481 | 0.3200 | 2.5481 | 1.5963 |
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- | No log | 1.1786 | 66 | 2.1318 | 0.3810 | 2.1318 | 1.4601 |
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- | No log | 1.2143 | 68 | 1.4436 | 0.4810 | 1.4436 | 1.2015 |
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- | No log | 1.25 | 70 | 1.4697 | 0.4713 | 1.4697 | 1.2123 |
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- | No log | 1.2857 | 72 | 1.9190 | 0.4795 | 1.9190 | 1.3853 |
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- | No log | 1.3214 | 74 | 2.5686 | 0.3737 | 2.5686 | 1.6027 |
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- | No log | 1.3571 | 76 | 3.1261 | 0.2242 | 3.1261 | 1.7681 |
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- | No log | 1.3929 | 78 | 2.8133 | 0.2913 | 2.8133 | 1.6773 |
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- | No log | 1.4286 | 80 | 1.9019 | 0.3355 | 1.9019 | 1.3791 |
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- | No log | 1.4643 | 82 | 1.4255 | 0.4444 | 1.4255 | 1.1939 |
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- | No log | 1.5 | 84 | 1.3851 | 0.3729 | 1.3851 | 1.1769 |
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- | No log | 1.5357 | 86 | 1.2555 | 0.2832 | 1.2555 | 1.1205 |
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- | No log | 1.5714 | 88 | 1.1175 | 0.4839 | 1.1175 | 1.0571 |
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- | No log | 1.6071 | 90 | 1.1443 | 0.4724 | 1.1443 | 1.0697 |
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- | No log | 1.6429 | 92 | 2.0173 | 0.4 | 2.0173 | 1.4203 |
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- | No log | 1.6786 | 94 | 2.9854 | 0.2871 | 2.9854 | 1.7278 |
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- | No log | 1.7143 | 96 | 3.2792 | 0.2870 | 3.2792 | 1.8109 |
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- | No log | 1.75 | 98 | 2.7962 | 0.3235 | 2.7962 | 1.6722 |
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- | No log | 1.7857 | 100 | 2.4311 | 0.3469 | 2.4311 | 1.5592 |
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- | No log | 1.8214 | 102 | 1.9216 | 0.4235 | 1.9216 | 1.3862 |
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- | No log | 1.8571 | 104 | 1.3552 | 0.4898 | 1.3552 | 1.1641 |
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- | No log | 1.8929 | 106 | 1.2855 | 0.5342 | 1.2855 | 1.1338 |
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- | No log | 1.9286 | 108 | 1.0533 | 0.6111 | 1.0533 | 1.0263 |
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- | No log | 1.9643 | 110 | 1.0635 | 0.6111 | 1.0635 | 1.0313 |
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- | No log | 2.0 | 112 | 1.1761 | 0.5946 | 1.1761 | 1.0845 |
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- | No log | 2.0357 | 114 | 1.0012 | 0.6621 | 1.0012 | 1.0006 |
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- | No log | 2.0714 | 116 | 0.8111 | 0.6377 | 0.8111 | 0.9006 |
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- | No log | 2.1071 | 118 | 0.8109 | 0.6571 | 0.8109 | 0.9005 |
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- | No log | 2.1429 | 120 | 0.7984 | 0.6806 | 0.7984 | 0.8935 |
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- | No log | 2.1786 | 122 | 0.8027 | 0.7034 | 0.8027 | 0.8959 |
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- | No log | 2.2143 | 124 | 0.8006 | 0.7383 | 0.8006 | 0.8948 |
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- | No log | 2.25 | 126 | 0.7981 | 0.7347 | 0.7981 | 0.8934 |
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- | No log | 2.2857 | 128 | 0.7974 | 0.7162 | 0.7974 | 0.8930 |
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- | No log | 2.3214 | 130 | 0.8630 | 0.7407 | 0.8630 | 0.9290 |
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- | No log | 2.3571 | 132 | 0.8996 | 0.7412 | 0.8996 | 0.9485 |
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- | No log | 2.3929 | 134 | 0.8346 | 0.7195 | 0.8346 | 0.9136 |
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- | No log | 2.4286 | 136 | 0.7685 | 0.7273 | 0.7685 | 0.8766 |
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- | No log | 2.4643 | 138 | 0.8174 | 0.7273 | 0.8174 | 0.9041 |
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- | No log | 2.5 | 140 | 0.8979 | 0.6826 | 0.8979 | 0.9476 |
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- | No log | 2.5357 | 142 | 1.0093 | 0.6784 | 1.0093 | 1.0046 |
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- | No log | 2.5714 | 144 | 1.1084 | 0.6667 | 1.1084 | 1.0528 |
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- | No log | 2.6071 | 146 | 0.9508 | 0.7018 | 0.9508 | 0.9751 |
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- | No log | 2.6429 | 148 | 0.7478 | 0.7195 | 0.7478 | 0.8648 |
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- | No log | 2.6786 | 150 | 0.7202 | 0.7929 | 0.7202 | 0.8486 |
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- | No log | 2.7143 | 152 | 0.7135 | 0.7738 | 0.7135 | 0.8447 |
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- | No log | 2.75 | 154 | 0.7107 | 0.7590 | 0.7107 | 0.8430 |
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- | No log | 2.7857 | 156 | 0.7375 | 0.7195 | 0.7375 | 0.8588 |
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- | No log | 2.8214 | 158 | 0.7152 | 0.7394 | 0.7152 | 0.8457 |
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- | No log | 2.8571 | 160 | 0.6573 | 0.7831 | 0.6573 | 0.8108 |
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- | No log | 2.8929 | 162 | 0.6803 | 0.8068 | 0.6803 | 0.8248 |
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- | No log | 2.9286 | 164 | 0.8494 | 0.7283 | 0.8494 | 0.9216 |
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- | No log | 2.9643 | 166 | 0.9016 | 0.7016 | 0.9016 | 0.9495 |
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- | No log | 3.0 | 168 | 0.7491 | 0.7640 | 0.7491 | 0.8655 |
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- | No log | 3.0357 | 170 | 0.6796 | 0.7978 | 0.6796 | 0.8244 |
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- | No log | 3.0714 | 172 | 0.7088 | 0.7956 | 0.7088 | 0.8419 |
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- | No log | 3.1071 | 174 | 0.8087 | 0.7568 | 0.8087 | 0.8993 |
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- | No log | 3.1429 | 176 | 0.8962 | 0.7090 | 0.8962 | 0.9467 |
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- | No log | 3.1786 | 178 | 0.7611 | 0.7869 | 0.7611 | 0.8724 |
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- | No log | 3.2143 | 180 | 0.7034 | 0.8 | 0.7034 | 0.8387 |
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- | No log | 3.25 | 182 | 0.7846 | 0.7361 | 0.7846 | 0.8858 |
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- | No log | 3.2857 | 184 | 0.7621 | 0.7183 | 0.7621 | 0.8730 |
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- | No log | 3.3214 | 186 | 0.7601 | 0.7451 | 0.7601 | 0.8718 |
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- | No log | 3.3571 | 188 | 0.8353 | 0.7421 | 0.8353 | 0.9140 |
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- | No log | 3.3929 | 190 | 0.7897 | 0.7578 | 0.7897 | 0.8886 |
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- | No log | 3.4286 | 192 | 0.6967 | 0.7564 | 0.6967 | 0.8347 |
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- | No log | 3.4643 | 194 | 0.6783 | 0.7808 | 0.6783 | 0.8236 |
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- | No log | 3.5 | 196 | 0.7004 | 0.75 | 0.7004 | 0.8369 |
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- | No log | 3.5357 | 198 | 0.8261 | 0.7329 | 0.8261 | 0.9089 |
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- | No log | 3.5714 | 200 | 0.9802 | 0.7081 | 0.9802 | 0.9901 |
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- | No log | 3.6071 | 202 | 1.1343 | 0.5680 | 1.1343 | 1.0650 |
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- | No log | 3.6429 | 204 | 0.9972 | 0.6918 | 0.9972 | 0.9986 |
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- | No log | 3.6786 | 206 | 0.8132 | 0.7179 | 0.8132 | 0.9018 |
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- | No log | 3.7143 | 208 | 0.7767 | 0.7468 | 0.7767 | 0.8813 |
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- | No log | 3.75 | 210 | 0.7427 | 0.7564 | 0.7427 | 0.8618 |
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- | No log | 3.7857 | 212 | 0.7426 | 0.7368 | 0.7426 | 0.8617 |
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- | No log | 3.8214 | 214 | 0.7032 | 0.7879 | 0.7032 | 0.8386 |
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- | No log | 3.8571 | 216 | 0.6955 | 0.8047 | 0.6955 | 0.8340 |
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- | No log | 3.8929 | 218 | 0.6941 | 0.7727 | 0.6941 | 0.8331 |
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- | No log | 3.9286 | 220 | 0.6802 | 0.7841 | 0.6802 | 0.8248 |
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- | No log | 3.9643 | 222 | 0.6928 | 0.7738 | 0.6928 | 0.8324 |
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- | No log | 4.0 | 224 | 0.7060 | 0.7545 | 0.7060 | 0.8402 |
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- | No log | 4.0357 | 226 | 0.7178 | 0.7342 | 0.7178 | 0.8472 |
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- | No log | 4.0714 | 228 | 0.6636 | 0.7975 | 0.6636 | 0.8146 |
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- | No log | 4.1071 | 230 | 0.6430 | 0.7976 | 0.6430 | 0.8018 |
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- | No log | 4.1429 | 232 | 0.6622 | 0.7882 | 0.6622 | 0.8138 |
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- | No log | 4.1786 | 234 | 0.6656 | 0.8205 | 0.6656 | 0.8158 |
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- | No log | 4.2143 | 236 | 0.6826 | 0.7703 | 0.6826 | 0.8262 |
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- | No log | 4.25 | 238 | 0.6750 | 0.7703 | 0.6750 | 0.8216 |
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- | No log | 4.2857 | 240 | 0.6544 | 0.8105 | 0.6544 | 0.8089 |
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- | No log | 4.3214 | 242 | 0.6503 | 0.8302 | 0.6503 | 0.8064 |
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- | No log | 4.3571 | 244 | 0.6525 | 0.7886 | 0.6525 | 0.8078 |
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- | No log | 4.3929 | 246 | 0.6479 | 0.7886 | 0.6479 | 0.8049 |
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- | No log | 4.4286 | 248 | 0.6416 | 0.8023 | 0.6416 | 0.8010 |
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- | No log | 4.4643 | 250 | 0.6512 | 0.7976 | 0.6512 | 0.8069 |
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- | No log | 4.5 | 252 | 0.6534 | 0.8023 | 0.6534 | 0.8083 |
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- | No log | 4.5357 | 254 | 0.6887 | 0.7701 | 0.6887 | 0.8299 |
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- | No log | 4.5714 | 256 | 0.6916 | 0.7701 | 0.6916 | 0.8316 |
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- | No log | 4.6071 | 258 | 0.7190 | 0.7771 | 0.7190 | 0.8480 |
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- | No log | 4.6429 | 260 | 0.6795 | 0.7955 | 0.6795 | 0.8243 |
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- | No log | 4.6786 | 262 | 0.6409 | 0.8452 | 0.6409 | 0.8006 |
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- | No log | 4.7143 | 264 | 0.6711 | 0.7848 | 0.6711 | 0.8192 |
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- | No log | 4.75 | 266 | 0.6600 | 0.8447 | 0.6600 | 0.8124 |
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- | No log | 4.7857 | 268 | 0.6495 | 0.8485 | 0.6495 | 0.8059 |
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- | No log | 4.8214 | 270 | 0.6545 | 0.8199 | 0.6545 | 0.8090 |
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- | No log | 4.8571 | 272 | 0.6750 | 0.8050 | 0.6750 | 0.8216 |
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- | No log | 4.8929 | 274 | 0.6723 | 0.7848 | 0.6723 | 0.8199 |
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- | No log | 4.9286 | 276 | 0.6459 | 0.7875 | 0.6459 | 0.8037 |
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- | No log | 4.9643 | 278 | 0.6327 | 0.8075 | 0.6327 | 0.7954 |
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- | No log | 5.0 | 280 | 0.6240 | 0.8101 | 0.6240 | 0.7899 |
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- | No log | 5.0357 | 282 | 0.6416 | 0.8079 | 0.6416 | 0.8010 |
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- | No log | 5.0714 | 284 | 0.6488 | 0.8079 | 0.6488 | 0.8055 |
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- | No log | 5.1071 | 286 | 0.6641 | 0.8205 | 0.6641 | 0.8149 |
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- | No log | 5.1429 | 288 | 0.6694 | 0.8182 | 0.6694 | 0.8182 |
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- | No log | 5.1786 | 290 | 0.6839 | 0.7895 | 0.6839 | 0.8270 |
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- | No log | 5.2143 | 292 | 0.6928 | 0.7922 | 0.6928 | 0.8324 |
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- | No log | 5.25 | 294 | 0.7037 | 0.8228 | 0.7037 | 0.8389 |
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- | No log | 5.2857 | 296 | 0.7302 | 0.8075 | 0.7302 | 0.8545 |
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- | No log | 5.3214 | 298 | 0.7109 | 0.8050 | 0.7109 | 0.8432 |
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- | No log | 5.3571 | 300 | 0.7345 | 0.7821 | 0.7345 | 0.8570 |
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- | No log | 5.3929 | 302 | 0.8294 | 0.7361 | 0.8294 | 0.9107 |
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- | No log | 5.4286 | 304 | 0.7753 | 0.7320 | 0.7753 | 0.8805 |
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- | No log | 5.4643 | 306 | 0.7021 | 0.7925 | 0.7021 | 0.8379 |
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- | No log | 5.5 | 308 | 0.6785 | 0.8148 | 0.6785 | 0.8237 |
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- | No log | 5.5357 | 310 | 0.6964 | 0.7976 | 0.6964 | 0.8345 |
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- | No log | 5.5714 | 312 | 0.6475 | 0.8344 | 0.6475 | 0.8047 |
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- | No log | 5.6071 | 314 | 0.6085 | 0.7722 | 0.6085 | 0.7801 |
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- | No log | 5.6429 | 316 | 0.6132 | 0.7662 | 0.6132 | 0.7831 |
210
- | No log | 5.6786 | 318 | 0.5718 | 0.7792 | 0.5718 | 0.7562 |
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- | No log | 5.7143 | 320 | 0.5741 | 0.7867 | 0.5741 | 0.7577 |
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- | No log | 5.75 | 322 | 0.5764 | 0.7867 | 0.5764 | 0.7592 |
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- | No log | 5.7857 | 324 | 0.6076 | 0.7733 | 0.6076 | 0.7795 |
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- | No log | 5.8214 | 326 | 0.5962 | 0.7949 | 0.5962 | 0.7721 |
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- | No log | 5.8571 | 328 | 0.5906 | 0.8272 | 0.5906 | 0.7685 |
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- | No log | 5.8929 | 330 | 0.5691 | 0.8072 | 0.5691 | 0.7544 |
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- | No log | 5.9286 | 332 | 0.5781 | 0.7901 | 0.5781 | 0.7604 |
218
- | No log | 5.9643 | 334 | 0.6191 | 0.7821 | 0.6191 | 0.7869 |
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- | No log | 6.0 | 336 | 0.6887 | 0.7682 | 0.6887 | 0.8299 |
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- | No log | 6.0357 | 338 | 0.7066 | 0.7448 | 0.7066 | 0.8406 |
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- | No log | 6.0714 | 340 | 0.6444 | 0.7975 | 0.6444 | 0.8027 |
222
- | No log | 6.1071 | 342 | 0.5801 | 0.8025 | 0.5801 | 0.7617 |
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- | No log | 6.1429 | 344 | 0.5769 | 0.7952 | 0.5769 | 0.7596 |
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- | No log | 6.1786 | 346 | 0.5765 | 0.8025 | 0.5765 | 0.7593 |
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- | No log | 6.2143 | 348 | 0.5812 | 0.7826 | 0.5812 | 0.7624 |
226
- | No log | 6.25 | 350 | 0.6008 | 0.7821 | 0.6008 | 0.7751 |
227
- | No log | 6.2857 | 352 | 0.6182 | 0.7703 | 0.6182 | 0.7863 |
228
- | No log | 6.3214 | 354 | 0.6065 | 0.7763 | 0.6065 | 0.7788 |
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- | No log | 6.3571 | 356 | 0.5945 | 0.7922 | 0.5945 | 0.7710 |
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- | No log | 6.3929 | 358 | 0.6153 | 0.7742 | 0.6153 | 0.7844 |
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- | No log | 6.4286 | 360 | 0.6479 | 0.7799 | 0.6479 | 0.8049 |
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- | No log | 6.4643 | 362 | 0.6831 | 0.7758 | 0.6831 | 0.8265 |
233
- | No log | 6.5 | 364 | 0.6730 | 0.7811 | 0.6730 | 0.8203 |
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- | No log | 6.5357 | 366 | 0.6374 | 0.7929 | 0.6374 | 0.7984 |
235
- | No log | 6.5714 | 368 | 0.6383 | 0.7811 | 0.6383 | 0.7989 |
236
- | No log | 6.6071 | 370 | 0.6447 | 0.7811 | 0.6447 | 0.8030 |
237
- | No log | 6.6429 | 372 | 0.6655 | 0.7758 | 0.6655 | 0.8158 |
238
- | No log | 6.6786 | 374 | 0.6861 | 0.7607 | 0.6861 | 0.8283 |
239
- | No log | 6.7143 | 376 | 0.7035 | 0.775 | 0.7035 | 0.8387 |
240
- | No log | 6.75 | 378 | 0.7076 | 0.7625 | 0.7076 | 0.8412 |
241
- | No log | 6.7857 | 380 | 0.6430 | 0.8026 | 0.6430 | 0.8019 |
242
- | No log | 6.8214 | 382 | 0.6360 | 0.7639 | 0.6360 | 0.7975 |
243
- | No log | 6.8571 | 384 | 0.6535 | 0.7517 | 0.6535 | 0.8084 |
244
- | No log | 6.8929 | 386 | 0.6228 | 0.7692 | 0.6228 | 0.7892 |
245
- | No log | 6.9286 | 388 | 0.5964 | 0.7702 | 0.5964 | 0.7722 |
246
- | No log | 6.9643 | 390 | 0.6102 | 0.8024 | 0.6102 | 0.7812 |
247
- | No log | 7.0 | 392 | 0.6201 | 0.7730 | 0.6201 | 0.7875 |
248
- | No log | 7.0357 | 394 | 0.6866 | 0.7296 | 0.6866 | 0.8286 |
249
- | No log | 7.0714 | 396 | 0.7600 | 0.6939 | 0.7600 | 0.8718 |
250
- | No log | 7.1071 | 398 | 0.7324 | 0.7123 | 0.7324 | 0.8558 |
251
- | No log | 7.1429 | 400 | 0.7395 | 0.6993 | 0.7395 | 0.8600 |
252
- | No log | 7.1786 | 402 | 0.7045 | 0.7092 | 0.7045 | 0.8394 |
253
- | No log | 7.2143 | 404 | 0.6201 | 0.7871 | 0.6201 | 0.7875 |
254
- | No log | 7.25 | 406 | 0.5918 | 0.8098 | 0.5918 | 0.7693 |
255
- | No log | 7.2857 | 408 | 0.5861 | 0.8221 | 0.5861 | 0.7656 |
256
- | No log | 7.3214 | 410 | 0.6083 | 0.8050 | 0.6083 | 0.7799 |
257
- | No log | 7.3571 | 412 | 0.6594 | 0.7190 | 0.6594 | 0.8121 |
258
- | No log | 7.3929 | 414 | 0.6865 | 0.7172 | 0.6865 | 0.8285 |
259
- | No log | 7.4286 | 416 | 0.6936 | 0.7123 | 0.6936 | 0.8328 |
260
- | No log | 7.4643 | 418 | 0.7267 | 0.7662 | 0.7267 | 0.8525 |
261
- | No log | 7.5 | 420 | 0.7596 | 0.7771 | 0.7596 | 0.8715 |
262
- | No log | 7.5357 | 422 | 0.8321 | 0.7516 | 0.8321 | 0.9122 |
263
- | No log | 7.5714 | 424 | 0.8701 | 0.7516 | 0.8701 | 0.9328 |
264
- | No log | 7.6071 | 426 | 0.7333 | 0.7875 | 0.7333 | 0.8564 |
265
- | No log | 7.6429 | 428 | 0.6373 | 0.7805 | 0.6373 | 0.7983 |
266
- | No log | 7.6786 | 430 | 0.6437 | 0.7547 | 0.6437 | 0.8023 |
267
- | No log | 7.7143 | 432 | 0.6438 | 0.7613 | 0.6438 | 0.8024 |
268
- | No log | 7.75 | 434 | 0.6374 | 0.7532 | 0.6374 | 0.7983 |
269
- | No log | 7.7857 | 436 | 0.6155 | 0.8025 | 0.6155 | 0.7845 |
270
- | No log | 7.8214 | 438 | 0.6252 | 0.8125 | 0.6252 | 0.7907 |
271
- | No log | 7.8571 | 440 | 0.6172 | 0.8 | 0.6172 | 0.7856 |
272
- | No log | 7.8929 | 442 | 0.6059 | 0.8 | 0.6059 | 0.7784 |
273
- | No log | 7.9286 | 444 | 0.5872 | 0.8098 | 0.5872 | 0.7663 |
274
- | No log | 7.9643 | 446 | 0.5770 | 0.8098 | 0.5770 | 0.7596 |
275
- | No log | 8.0 | 448 | 0.5818 | 0.8199 | 0.5818 | 0.7627 |
276
- | No log | 8.0357 | 450 | 0.5784 | 0.8098 | 0.5784 | 0.7605 |
277
- | No log | 8.0714 | 452 | 0.5702 | 0.8098 | 0.5702 | 0.7551 |
278
- | No log | 8.1071 | 454 | 0.5698 | 0.7898 | 0.5698 | 0.7549 |
279
- | No log | 8.1429 | 456 | 0.6254 | 0.7483 | 0.6254 | 0.7908 |
280
- | No log | 8.1786 | 458 | 0.6284 | 0.76 | 0.6284 | 0.7927 |
281
- | No log | 8.2143 | 460 | 0.5898 | 0.8 | 0.5898 | 0.7680 |
282
- | No log | 8.25 | 462 | 0.6162 | 0.8075 | 0.6162 | 0.7850 |
283
- | No log | 8.2857 | 464 | 0.6449 | 0.7947 | 0.6449 | 0.8031 |
284
- | No log | 8.3214 | 466 | 0.6672 | 0.7919 | 0.6672 | 0.8168 |
285
- | No log | 8.3571 | 468 | 0.6707 | 0.7517 | 0.6707 | 0.8189 |
286
- | No log | 8.3929 | 470 | 0.6381 | 0.7733 | 0.6381 | 0.7988 |
287
- | No log | 8.4286 | 472 | 0.6050 | 0.7843 | 0.6050 | 0.7778 |
288
- | No log | 8.4643 | 474 | 0.5927 | 0.7867 | 0.5927 | 0.7699 |
289
- | No log | 8.5 | 476 | 0.6144 | 0.7815 | 0.6144 | 0.7838 |
290
- | No log | 8.5357 | 478 | 0.7478 | 0.6901 | 0.7478 | 0.8647 |
291
- | No log | 8.5714 | 480 | 0.8281 | 0.6571 | 0.8281 | 0.9100 |
292
- | No log | 8.6071 | 482 | 0.7550 | 0.7007 | 0.7550 | 0.8689 |
293
- | No log | 8.6429 | 484 | 0.6819 | 0.6857 | 0.6819 | 0.8258 |
294
- | No log | 8.6786 | 486 | 0.6786 | 0.7376 | 0.6786 | 0.8238 |
295
- | No log | 8.7143 | 488 | 0.7167 | 0.6857 | 0.7167 | 0.8466 |
296
- | No log | 8.75 | 490 | 0.7067 | 0.7083 | 0.7066 | 0.8406 |
297
- | No log | 8.7857 | 492 | 0.6629 | 0.7632 | 0.6629 | 0.8142 |
298
- | No log | 8.8214 | 494 | 0.6461 | 0.7643 | 0.6461 | 0.8038 |
299
- | No log | 8.8571 | 496 | 0.6413 | 0.7564 | 0.6413 | 0.8008 |
300
- | No log | 8.8929 | 498 | 0.6727 | 0.7467 | 0.6727 | 0.8202 |
301
- | 0.4313 | 8.9286 | 500 | 0.7267 | 0.7133 | 0.7267 | 0.8525 |
302
- | 0.4313 | 8.9643 | 502 | 0.7142 | 0.7324 | 0.7142 | 0.8451 |
303
- | 0.4313 | 9.0 | 504 | 0.7105 | 0.7482 | 0.7105 | 0.8429 |
304
- | 0.4313 | 9.0357 | 506 | 0.7031 | 0.7338 | 0.7031 | 0.8385 |
305
- | 0.4313 | 9.0714 | 508 | 0.6714 | 0.7518 | 0.6714 | 0.8194 |
306
- | 0.4313 | 9.1071 | 510 | 0.7031 | 0.7606 | 0.7031 | 0.8385 |
307
- | 0.4313 | 9.1429 | 512 | 0.8565 | 0.6714 | 0.8565 | 0.9254 |
308
- | 0.4313 | 9.1786 | 514 | 1.0111 | 0.5816 | 1.0111 | 1.0055 |
309
- | 0.4313 | 9.2143 | 516 | 0.9744 | 0.5915 | 0.9744 | 0.9871 |
310
- | 0.4313 | 9.25 | 518 | 0.8010 | 0.7123 | 0.8010 | 0.8950 |
311
- | 0.4313 | 9.2857 | 520 | 0.6575 | 0.7785 | 0.6575 | 0.8109 |
312
- | 0.4313 | 9.3214 | 522 | 0.6506 | 0.7582 | 0.6506 | 0.8066 |
313
- | 0.4313 | 9.3571 | 524 | 0.6811 | 0.7799 | 0.6811 | 0.8253 |
314
- | 0.4313 | 9.3929 | 526 | 0.6560 | 0.7613 | 0.6560 | 0.8099 |
315
- | 0.4313 | 9.4286 | 528 | 0.6489 | 0.7651 | 0.6489 | 0.8055 |
316
- | 0.4313 | 9.4643 | 530 | 0.7086 | 0.7808 | 0.7086 | 0.8418 |
317
- | 0.4313 | 9.5 | 532 | 0.7135 | 0.7808 | 0.7135 | 0.8447 |
318
- | 0.4313 | 9.5357 | 534 | 0.6686 | 0.7703 | 0.6686 | 0.8177 |
319
- | 0.4313 | 9.5714 | 536 | 0.6528 | 0.7564 | 0.6528 | 0.8080 |
320
- | 0.4313 | 9.6071 | 538 | 0.6562 | 0.7799 | 0.6562 | 0.8100 |
321
- | 0.4313 | 9.6429 | 540 | 0.6450 | 0.7975 | 0.6450 | 0.8031 |
322
- | 0.4313 | 9.6786 | 542 | 0.6016 | 0.8075 | 0.6016 | 0.7756 |
323
- | 0.4313 | 9.7143 | 544 | 0.5885 | 0.8 | 0.5885 | 0.7671 |
324
- | 0.4313 | 9.75 | 546 | 0.5866 | 0.8125 | 0.5866 | 0.7659 |
325
- | 0.4313 | 9.7857 | 548 | 0.5903 | 0.7925 | 0.5903 | 0.7683 |
326
- | 0.4313 | 9.8214 | 550 | 0.5958 | 0.7927 | 0.5958 | 0.7719 |
327
- | 0.4313 | 9.8571 | 552 | 0.6074 | 0.7811 | 0.6074 | 0.7793 |
328
- | 0.4313 | 9.8929 | 554 | 0.5883 | 0.7857 | 0.5883 | 0.7670 |
329
- | 0.4313 | 9.9286 | 556 | 0.5727 | 0.7857 | 0.5727 | 0.7568 |
330
- | 0.4313 | 9.9643 | 558 | 0.5596 | 0.8242 | 0.5596 | 0.7480 |
331
- | 0.4313 | 10.0 | 560 | 0.5584 | 0.8025 | 0.5584 | 0.7473 |
332
- | 0.4313 | 10.0357 | 562 | 0.5825 | 0.7821 | 0.5825 | 0.7632 |
333
- | 0.4313 | 10.0714 | 564 | 0.6047 | 0.8025 | 0.6047 | 0.7776 |
334
- | 0.4313 | 10.1071 | 566 | 0.6446 | 0.7949 | 0.6446 | 0.8029 |
335
- | 0.4313 | 10.1429 | 568 | 0.6909 | 0.8075 | 0.6909 | 0.8312 |
336
- | 0.4313 | 10.1786 | 570 | 0.6961 | 0.8101 | 0.6961 | 0.8343 |
337
- | 0.4313 | 10.2143 | 572 | 0.6683 | 0.7785 | 0.6683 | 0.8175 |
338
- | 0.4313 | 10.25 | 574 | 0.6457 | 0.7465 | 0.6457 | 0.8036 |
339
- | 0.4313 | 10.2857 | 576 | 0.6719 | 0.7639 | 0.6719 | 0.8197 |
340
- | 0.4313 | 10.3214 | 578 | 0.6873 | 0.75 | 0.6873 | 0.8290 |
341
- | 0.4313 | 10.3571 | 580 | 0.7127 | 0.7310 | 0.7127 | 0.8442 |
342
- | 0.4313 | 10.3929 | 582 | 0.8125 | 0.6892 | 0.8125 | 0.9014 |
343
- | 0.4313 | 10.4286 | 584 | 0.8355 | 0.6892 | 0.8355 | 0.9141 |
344
- | 0.4313 | 10.4643 | 586 | 0.7897 | 0.6892 | 0.7897 | 0.8887 |
345
- | 0.4313 | 10.5 | 588 | 0.7845 | 0.7027 | 0.7845 | 0.8857 |
346
- | 0.4313 | 10.5357 | 590 | 0.7999 | 0.7211 | 0.7999 | 0.8944 |
347
- | 0.4313 | 10.5714 | 592 | 0.8077 | 0.75 | 0.8077 | 0.8987 |
348
- | 0.4313 | 10.6071 | 594 | 0.8702 | 0.75 | 0.8702 | 0.9328 |
349
- | 0.4313 | 10.6429 | 596 | 0.9041 | 0.7023 | 0.9041 | 0.9508 |
350
- | 0.4313 | 10.6786 | 598 | 0.8465 | 0.6970 | 0.8465 | 0.9200 |
351
- | 0.4313 | 10.7143 | 600 | 0.7385 | 0.7059 | 0.7385 | 0.8594 |
352
- | 0.4313 | 10.75 | 602 | 0.6466 | 0.7324 | 0.6466 | 0.8041 |
353
- | 0.4313 | 10.7857 | 604 | 0.5890 | 0.7639 | 0.5890 | 0.7675 |
354
- | 0.4313 | 10.8214 | 606 | 0.5764 | 0.7639 | 0.5764 | 0.7592 |
355
- | 0.4313 | 10.8571 | 608 | 0.5510 | 0.7922 | 0.5510 | 0.7423 |
356
- | 0.4313 | 10.8929 | 610 | 0.5463 | 0.7975 | 0.5463 | 0.7391 |
357
- | 0.4313 | 10.9286 | 612 | 0.5858 | 0.7927 | 0.5858 | 0.7654 |
358
- | 0.4313 | 10.9643 | 614 | 0.5892 | 0.7977 | 0.5892 | 0.7676 |
359
- | 0.4313 | 11.0 | 616 | 0.5653 | 0.7931 | 0.5653 | 0.7519 |
360
- | 0.4313 | 11.0357 | 618 | 0.5556 | 0.7977 | 0.5556 | 0.7454 |
361
- | 0.4313 | 11.0714 | 620 | 0.5480 | 0.7853 | 0.5480 | 0.7403 |
362
- | 0.4313 | 11.1071 | 622 | 0.5675 | 0.7974 | 0.5675 | 0.7533 |
363
- | 0.4313 | 11.1429 | 624 | 0.6020 | 0.7843 | 0.6020 | 0.7759 |
364
- | 0.4313 | 11.1786 | 626 | 0.6782 | 0.7673 | 0.6782 | 0.8236 |
365
- | 0.4313 | 11.2143 | 628 | 0.7281 | 0.7636 | 0.7281 | 0.8533 |
366
- | 0.4313 | 11.25 | 630 | 0.6722 | 0.7826 | 0.6722 | 0.8199 |
367
- | 0.4313 | 11.2857 | 632 | 0.5942 | 0.7895 | 0.5942 | 0.7709 |
368
- | 0.4313 | 11.3214 | 634 | 0.6289 | 0.7895 | 0.6289 | 0.7931 |
369
- | 0.4313 | 11.3571 | 636 | 0.6381 | 0.7682 | 0.6381 | 0.7988 |
370
- | 0.4313 | 11.3929 | 638 | 0.6157 | 0.7792 | 0.6157 | 0.7847 |
371
- | 0.4313 | 11.4286 | 640 | 0.5894 | 0.7771 | 0.5894 | 0.7677 |
372
- | 0.4313 | 11.4643 | 642 | 0.5803 | 0.8101 | 0.5803 | 0.7618 |
373
- | 0.4313 | 11.5 | 644 | 0.5984 | 0.7712 | 0.5984 | 0.7736 |
374
- | 0.4313 | 11.5357 | 646 | 0.6400 | 0.7361 | 0.6400 | 0.8000 |
375
- | 0.4313 | 11.5714 | 648 | 0.7245 | 0.7 | 0.7245 | 0.8512 |
376
- | 0.4313 | 11.6071 | 650 | 0.7983 | 0.6912 | 0.7983 | 0.8935 |
377
- | 0.4313 | 11.6429 | 652 | 0.8059 | 0.6765 | 0.8059 | 0.8977 |
378
- | 0.4313 | 11.6786 | 654 | 0.7949 | 0.6765 | 0.7949 | 0.8916 |
379
- | 0.4313 | 11.7143 | 656 | 0.7804 | 0.6912 | 0.7804 | 0.8834 |
380
 
381
 
382
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task1_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9668
19
+ - Qwk: 0.6107
20
+ - Mse: 0.9668
21
+ - Rmse: 0.9832
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0333 | 2 | 6.8758 | 0.0239 | 6.8758 | 2.6222 |
53
+ | No log | 0.0667 | 4 | 4.4974 | 0.0263 | 4.4974 | 2.1207 |
54
+ | No log | 0.1 | 6 | 3.2825 | 0.0 | 3.2825 | 1.8118 |
55
+ | No log | 0.1333 | 8 | 2.3423 | 0.1127 | 2.3423 | 1.5304 |
56
+ | No log | 0.1667 | 10 | 2.2833 | 0.1871 | 2.2833 | 1.5110 |
57
+ | No log | 0.2 | 12 | 2.0649 | 0.2185 | 2.0649 | 1.4370 |
58
+ | No log | 0.2333 | 14 | 1.7901 | 0.1770 | 1.7901 | 1.3379 |
59
+ | No log | 0.2667 | 16 | 1.8344 | 0.1964 | 1.8344 | 1.3544 |
60
+ | No log | 0.3 | 18 | 1.8191 | 0.1947 | 1.8191 | 1.3488 |
61
+ | No log | 0.3333 | 20 | 1.6403 | 0.1636 | 1.6403 | 1.2807 |
62
+ | No log | 0.3667 | 22 | 1.6875 | 0.1869 | 1.6875 | 1.2990 |
63
+ | No log | 0.4 | 24 | 1.6601 | 0.2342 | 1.6601 | 1.2884 |
64
+ | No log | 0.4333 | 26 | 2.0253 | 0.2774 | 2.0253 | 1.4231 |
65
+ | No log | 0.4667 | 28 | 3.2665 | 0.0978 | 3.2665 | 1.8074 |
66
+ | No log | 0.5 | 30 | 4.1655 | 0.1111 | 4.1655 | 2.0410 |
67
+ | No log | 0.5333 | 32 | 3.4058 | 0.1451 | 3.4058 | 1.8455 |
68
+ | No log | 0.5667 | 34 | 2.0291 | 0.2993 | 2.0291 | 1.4245 |
69
+ | No log | 0.6 | 36 | 1.5327 | 0.2342 | 1.5327 | 1.2380 |
70
+ | No log | 0.6333 | 38 | 1.4607 | 0.2018 | 1.4607 | 1.2086 |
71
+ | No log | 0.6667 | 40 | 1.5096 | 0.2182 | 1.5096 | 1.2287 |
72
+ | No log | 0.7 | 42 | 1.7315 | 0.35 | 1.7315 | 1.3159 |
73
+ | No log | 0.7333 | 44 | 1.8449 | 0.2576 | 1.8449 | 1.3583 |
74
+ | No log | 0.7667 | 46 | 2.0307 | 0.3143 | 2.0307 | 1.4250 |
75
+ | No log | 0.8 | 48 | 1.8582 | 0.3099 | 1.8582 | 1.3632 |
76
+ | No log | 0.8333 | 50 | 1.4690 | 0.4154 | 1.4690 | 1.2120 |
77
+ | No log | 0.8667 | 52 | 1.2919 | 0.4688 | 1.2919 | 1.1366 |
78
+ | No log | 0.9 | 54 | 1.2985 | 0.4427 | 1.2985 | 1.1395 |
79
+ | No log | 0.9333 | 56 | 1.3202 | 0.4662 | 1.3202 | 1.1490 |
80
+ | No log | 0.9667 | 58 | 1.3076 | 0.4545 | 1.3076 | 1.1435 |
81
+ | No log | 1.0 | 60 | 1.2653 | 0.3871 | 1.2653 | 1.1249 |
82
+ | No log | 1.0333 | 62 | 1.3072 | 0.2783 | 1.3072 | 1.1433 |
83
+ | No log | 1.0667 | 64 | 1.3595 | 0.2857 | 1.3595 | 1.1660 |
84
+ | No log | 1.1 | 66 | 1.5133 | 0.3676 | 1.5133 | 1.2302 |
85
+ | No log | 1.1333 | 68 | 1.9712 | 0.3038 | 1.9712 | 1.4040 |
86
+ | No log | 1.1667 | 70 | 1.7246 | 0.4138 | 1.7246 | 1.3132 |
87
+ | No log | 1.2 | 72 | 1.3395 | 0.4697 | 1.3395 | 1.1574 |
88
+ | No log | 1.2333 | 74 | 1.4342 | 0.4480 | 1.4342 | 1.1976 |
89
+ | No log | 1.2667 | 76 | 1.3229 | 0.5312 | 1.3229 | 1.1502 |
90
+ | No log | 1.3 | 78 | 1.2920 | 0.4921 | 1.2920 | 1.1367 |
91
+ | No log | 1.3333 | 80 | 1.3557 | 0.3206 | 1.3557 | 1.1643 |
92
+ | No log | 1.3667 | 82 | 1.2656 | 0.4275 | 1.2656 | 1.1250 |
93
+ | No log | 1.4 | 84 | 1.1883 | 0.5231 | 1.1883 | 1.0901 |
94
+ | No log | 1.4333 | 86 | 1.1873 | 0.5116 | 1.1873 | 1.0896 |
95
+ | No log | 1.4667 | 88 | 1.2589 | 0.5116 | 1.2589 | 1.1220 |
96
+ | No log | 1.5 | 90 | 1.3995 | 0.4545 | 1.3995 | 1.1830 |
97
+ | No log | 1.5333 | 92 | 1.1728 | 0.5231 | 1.1728 | 1.0830 |
98
+ | No log | 1.5667 | 94 | 1.1583 | 0.5970 | 1.1583 | 1.0762 |
99
+ | No log | 1.6 | 96 | 1.1930 | 0.6107 | 1.1930 | 1.0922 |
100
+ | No log | 1.6333 | 98 | 1.1150 | 0.5758 | 1.1150 | 1.0559 |
101
+ | No log | 1.6667 | 100 | 1.1801 | 0.5255 | 1.1801 | 1.0863 |
102
+ | No log | 1.7 | 102 | 1.2684 | 0.5143 | 1.2684 | 1.1262 |
103
+ | No log | 1.7333 | 104 | 1.1843 | 0.5037 | 1.1843 | 1.0883 |
104
+ | No log | 1.7667 | 106 | 1.1362 | 0.5984 | 1.1362 | 1.0659 |
105
+ | No log | 1.8 | 108 | 1.5879 | 0.3025 | 1.5879 | 1.2601 |
106
+ | No log | 1.8333 | 110 | 1.8080 | 0.2609 | 1.8080 | 1.3446 |
107
+ | No log | 1.8667 | 112 | 1.5459 | 0.3051 | 1.5459 | 1.2433 |
108
+ | No log | 1.9 | 114 | 1.1820 | 0.528 | 1.1820 | 1.0872 |
109
+ | No log | 1.9333 | 116 | 1.0987 | 0.4640 | 1.0987 | 1.0482 |
110
+ | No log | 1.9667 | 118 | 1.1747 | 0.5571 | 1.1747 | 1.0838 |
111
+ | No log | 2.0 | 120 | 1.1430 | 0.5294 | 1.1430 | 1.0691 |
112
+ | No log | 2.0333 | 122 | 1.1738 | 0.48 | 1.1738 | 1.0834 |
113
+ | No log | 2.0667 | 124 | 1.2961 | 0.4262 | 1.2961 | 1.1385 |
114
+ | No log | 2.1 | 126 | 1.2289 | 0.5248 | 1.2289 | 1.1086 |
115
+ | No log | 2.1333 | 128 | 1.1354 | 0.5417 | 1.1354 | 1.0656 |
116
+ | No log | 2.1667 | 130 | 1.1968 | 0.5850 | 1.1968 | 1.0940 |
117
+ | No log | 2.2 | 132 | 1.1144 | 0.5986 | 1.1144 | 1.0556 |
118
+ | No log | 2.2333 | 134 | 1.1801 | 0.5753 | 1.1801 | 1.0863 |
119
+ | No log | 2.2667 | 136 | 1.2059 | 0.5390 | 1.2059 | 1.0981 |
120
+ | No log | 2.3 | 138 | 1.2329 | 0.4531 | 1.2329 | 1.1104 |
121
+ | No log | 2.3333 | 140 | 1.4307 | 0.5077 | 1.4307 | 1.1961 |
122
+ | No log | 2.3667 | 142 | 1.3787 | 0.5039 | 1.3787 | 1.1742 |
123
+ | No log | 2.4 | 144 | 1.2044 | 0.4603 | 1.2044 | 1.0974 |
124
+ | No log | 2.4333 | 146 | 1.2988 | 0.5612 | 1.2988 | 1.1397 |
125
+ | No log | 2.4667 | 148 | 1.3409 | 0.4478 | 1.3409 | 1.1580 |
126
+ | No log | 2.5 | 150 | 1.2704 | 0.5185 | 1.2704 | 1.1271 |
127
+ | No log | 2.5333 | 152 | 1.1829 | 0.5802 | 1.1829 | 1.0876 |
128
+ | No log | 2.5667 | 154 | 1.2108 | 0.4715 | 1.2108 | 1.1004 |
129
+ | No log | 2.6 | 156 | 1.3885 | 0.5116 | 1.3885 | 1.1784 |
130
+ | No log | 2.6333 | 158 | 1.4441 | 0.5369 | 1.4441 | 1.2017 |
131
+ | No log | 2.6667 | 160 | 1.1946 | 0.5333 | 1.1946 | 1.0930 |
132
+ | No log | 2.7 | 162 | 1.0468 | 0.5581 | 1.0468 | 1.0231 |
133
+ | No log | 2.7333 | 164 | 1.1251 | 0.6 | 1.1251 | 1.0607 |
134
+ | No log | 2.7667 | 166 | 1.1847 | 0.6 | 1.1847 | 1.0884 |
135
+ | No log | 2.8 | 168 | 1.1436 | 0.5588 | 1.1436 | 1.0694 |
136
+ | No log | 2.8333 | 170 | 1.0915 | 0.6131 | 1.0915 | 1.0447 |
137
+ | No log | 2.8667 | 172 | 1.1302 | 0.5594 | 1.1302 | 1.0631 |
138
+ | No log | 2.9 | 174 | 1.1703 | 0.4892 | 1.1703 | 1.0818 |
139
+ | No log | 2.9333 | 176 | 1.1975 | 0.5224 | 1.1975 | 1.0943 |
140
+ | No log | 2.9667 | 178 | 1.1650 | 0.4132 | 1.1650 | 1.0793 |
141
+ | No log | 3.0 | 180 | 1.1687 | 0.4034 | 1.1687 | 1.0810 |
142
+ | No log | 3.0333 | 182 | 1.1704 | 0.4628 | 1.1704 | 1.0819 |
143
+ | No log | 3.0667 | 184 | 1.1731 | 0.5354 | 1.1731 | 1.0831 |
144
+ | No log | 3.1 | 186 | 1.1115 | 0.5556 | 1.1115 | 1.0543 |
145
+ | No log | 3.1333 | 188 | 1.0912 | 0.544 | 1.0912 | 1.0446 |
146
+ | No log | 3.1667 | 190 | 1.0963 | 0.4959 | 1.0963 | 1.0470 |
147
+ | No log | 3.2 | 192 | 1.1131 | 0.4237 | 1.1131 | 1.0550 |
148
+ | No log | 3.2333 | 194 | 1.1380 | 0.3621 | 1.1380 | 1.0668 |
149
+ | No log | 3.2667 | 196 | 1.1671 | 0.3621 | 1.1671 | 1.0803 |
150
+ | No log | 3.3 | 198 | 1.1807 | 0.3932 | 1.1807 | 1.0866 |
151
+ | No log | 3.3333 | 200 | 1.1808 | 0.3697 | 1.1808 | 1.0866 |
152
+ | No log | 3.3667 | 202 | 1.1878 | 0.5547 | 1.1878 | 1.0898 |
153
+ | No log | 3.4 | 204 | 1.2035 | 0.5429 | 1.2035 | 1.0970 |
154
+ | No log | 3.4333 | 206 | 1.1179 | 0.5802 | 1.1179 | 1.0573 |
155
+ | No log | 3.4667 | 208 | 1.2094 | 0.5362 | 1.2094 | 1.0997 |
156
+ | No log | 3.5 | 210 | 1.4737 | 0.4605 | 1.4737 | 1.2140 |
157
+ | No log | 3.5333 | 212 | 1.2544 | 0.5211 | 1.2544 | 1.1200 |
158
+ | No log | 3.5667 | 214 | 1.0503 | 0.5970 | 1.0503 | 1.0249 |
159
+ | No log | 3.6 | 216 | 1.0657 | 0.6074 | 1.0657 | 1.0324 |
160
+ | No log | 3.6333 | 218 | 1.0614 | 0.6212 | 1.0614 | 1.0302 |
161
+ | No log | 3.6667 | 220 | 1.0187 | 0.5736 | 1.0187 | 1.0093 |
162
+ | No log | 3.7 | 222 | 1.0129 | 0.5564 | 1.0129 | 1.0064 |
163
+ | No log | 3.7333 | 224 | 0.9930 | 0.5496 | 0.9930 | 0.9965 |
164
+ | No log | 3.7667 | 226 | 0.9919 | 0.5736 | 0.9919 | 0.9960 |
165
+ | No log | 3.8 | 228 | 1.0006 | 0.5581 | 1.0006 | 1.0003 |
166
+ | No log | 3.8333 | 230 | 1.0182 | 0.5846 | 1.0182 | 1.0091 |
167
+ | No log | 3.8667 | 232 | 1.0354 | 0.5426 | 1.0354 | 1.0176 |
168
+ | No log | 3.9 | 234 | 1.0488 | 0.5865 | 1.0488 | 1.0241 |
169
+ | No log | 3.9333 | 236 | 1.0599 | 0.5692 | 1.0599 | 1.0295 |
170
+ | No log | 3.9667 | 238 | 1.0565 | 0.5 | 1.0565 | 1.0279 |
171
+ | No log | 4.0 | 240 | 1.0708 | 0.5039 | 1.0708 | 1.0348 |
172
+ | No log | 4.0333 | 242 | 1.0724 | 0.48 | 1.0724 | 1.0356 |
173
+ | No log | 4.0667 | 244 | 1.0683 | 0.5238 | 1.0683 | 1.0336 |
174
+ | No log | 4.1 | 246 | 1.0546 | 0.5692 | 1.0546 | 1.0269 |
175
+ | No log | 4.1333 | 248 | 0.9791 | 0.6119 | 0.9791 | 0.9895 |
176
+ | No log | 4.1667 | 250 | 0.9497 | 0.6471 | 0.9497 | 0.9745 |
177
+ | No log | 4.2 | 252 | 0.9922 | 0.5797 | 0.9922 | 0.9961 |
178
+ | No log | 4.2333 | 254 | 1.0595 | 0.5899 | 1.0595 | 1.0293 |
179
+ | No log | 4.2667 | 256 | 1.0125 | 0.5758 | 1.0125 | 1.0062 |
180
+ | No log | 4.3 | 258 | 0.9614 | 0.528 | 0.9614 | 0.9805 |
181
+ | No log | 4.3333 | 260 | 0.9600 | 0.5781 | 0.9600 | 0.9798 |
182
+ | No log | 4.3667 | 262 | 0.9675 | 0.6047 | 0.9675 | 0.9836 |
183
+ | No log | 4.4 | 264 | 0.9537 | 0.6047 | 0.9537 | 0.9766 |
184
+ | No log | 4.4333 | 266 | 0.9326 | 0.6222 | 0.9326 | 0.9657 |
185
+ | No log | 4.4667 | 268 | 0.9624 | 0.6143 | 0.9624 | 0.9810 |
186
+ | No log | 4.5 | 270 | 1.0838 | 0.5694 | 1.0838 | 1.0410 |
187
+ | No log | 4.5333 | 272 | 0.9861 | 0.5899 | 0.9861 | 0.9930 |
188
+ | No log | 4.5667 | 274 | 0.9748 | 0.5496 | 0.9748 | 0.9873 |
189
+ | No log | 4.6 | 276 | 1.0713 | 0.5 | 1.0713 | 1.0351 |
190
+ | No log | 4.6333 | 278 | 1.0992 | 0.5 | 1.0992 | 1.0484 |
191
+ | No log | 4.6667 | 280 | 1.0646 | 0.5079 | 1.0646 | 1.0318 |
192
+ | No log | 4.7 | 282 | 0.9969 | 0.5079 | 0.9969 | 0.9985 |
193
+ | No log | 4.7333 | 284 | 0.9820 | 0.5693 | 0.9820 | 0.9910 |
194
+ | No log | 4.7667 | 286 | 0.9990 | 0.5816 | 0.9990 | 0.9995 |
195
+ | No log | 4.8 | 288 | 0.9372 | 0.6528 | 0.9372 | 0.9681 |
196
+ | No log | 4.8333 | 290 | 0.8785 | 0.7027 | 0.8785 | 0.9373 |
197
+ | No log | 4.8667 | 292 | 0.8783 | 0.7123 | 0.8783 | 0.9372 |
198
+ | No log | 4.9 | 294 | 0.9095 | 0.6519 | 0.9095 | 0.9537 |
199
+ | No log | 4.9333 | 296 | 0.8910 | 0.6765 | 0.8910 | 0.9439 |
200
+ | No log | 4.9667 | 298 | 0.8981 | 0.6277 | 0.8981 | 0.9477 |
201
+ | No log | 5.0 | 300 | 0.9370 | 0.5455 | 0.9370 | 0.9680 |
202
+ | No log | 5.0333 | 302 | 0.9029 | 0.6074 | 0.9029 | 0.9502 |
203
+ | No log | 5.0667 | 304 | 0.8472 | 0.7 | 0.8472 | 0.9204 |
204
+ | No log | 5.1 | 306 | 0.8210 | 0.7260 | 0.8210 | 0.9061 |
205
+ | No log | 5.1333 | 308 | 0.8103 | 0.7162 | 0.8103 | 0.9002 |
206
+ | No log | 5.1667 | 310 | 0.8150 | 0.7248 | 0.8150 | 0.9028 |
207
+ | No log | 5.2 | 312 | 0.8527 | 0.6757 | 0.8527 | 0.9234 |
208
+ | No log | 5.2333 | 314 | 0.8652 | 0.6713 | 0.8652 | 0.9301 |
209
+ | No log | 5.2667 | 316 | 0.8798 | 0.6713 | 0.8798 | 0.9380 |
210
+ | No log | 5.3 | 318 | 0.8436 | 0.7172 | 0.8436 | 0.9185 |
211
+ | No log | 5.3333 | 320 | 0.8318 | 0.72 | 0.8318 | 0.9120 |
212
+ | No log | 5.3667 | 322 | 0.8842 | 0.6980 | 0.8842 | 0.9403 |
213
+ | No log | 5.4 | 324 | 0.8822 | 0.7162 | 0.8822 | 0.9392 |
214
+ | No log | 5.4333 | 326 | 0.8089 | 0.7383 | 0.8089 | 0.8994 |
215
+ | No log | 5.4667 | 328 | 0.8025 | 0.7260 | 0.8025 | 0.8958 |
216
+ | No log | 5.5 | 330 | 0.8062 | 0.7211 | 0.8062 | 0.8979 |
217
+ | No log | 5.5333 | 332 | 0.8455 | 0.7042 | 0.8455 | 0.9195 |
218
+ | No log | 5.5667 | 334 | 0.8485 | 0.6906 | 0.8485 | 0.9212 |
219
+ | No log | 5.6 | 336 | 0.8850 | 0.6667 | 0.8850 | 0.9408 |
220
+ | No log | 5.6333 | 338 | 0.9229 | 0.5672 | 0.9229 | 0.9607 |
221
+ | No log | 5.6667 | 340 | 0.9731 | 0.5522 | 0.9731 | 0.9865 |
222
+ | No log | 5.7 | 342 | 0.9374 | 0.5942 | 0.9374 | 0.9682 |
223
+ | No log | 5.7333 | 344 | 0.8631 | 0.6906 | 0.8631 | 0.9290 |
224
+ | No log | 5.7667 | 346 | 0.8558 | 0.7050 | 0.8558 | 0.9251 |
225
+ | No log | 5.8 | 348 | 0.8734 | 0.7 | 0.8734 | 0.9345 |
226
+ | No log | 5.8333 | 350 | 0.9152 | 0.6316 | 0.9152 | 0.9567 |
227
+ | No log | 5.8667 | 352 | 0.9131 | 0.6316 | 0.9131 | 0.9555 |
228
+ | No log | 5.9 | 354 | 0.9986 | 0.5303 | 0.9986 | 0.9993 |
229
+ | No log | 5.9333 | 356 | 1.1283 | 0.5390 | 1.1283 | 1.0622 |
230
+ | No log | 5.9667 | 358 | 1.1288 | 0.5507 | 1.1288 | 1.0625 |
231
+ | No log | 6.0 | 360 | 1.0300 | 0.4844 | 1.0300 | 1.0149 |
232
+ | No log | 6.0333 | 362 | 0.9636 | 0.528 | 0.9636 | 0.9816 |
233
+ | No log | 6.0667 | 364 | 0.9757 | 0.6412 | 0.9757 | 0.9878 |
234
+ | No log | 6.1 | 366 | 0.9712 | 0.6418 | 0.9712 | 0.9855 |
235
+ | No log | 6.1333 | 368 | 0.9490 | 0.6466 | 0.9490 | 0.9742 |
236
+ | No log | 6.1667 | 370 | 0.9399 | 0.5938 | 0.9399 | 0.9695 |
237
+ | No log | 6.2 | 372 | 0.9385 | 0.6202 | 0.9385 | 0.9688 |
238
+ | No log | 6.2333 | 374 | 0.9395 | 0.5909 | 0.9395 | 0.9693 |
239
+ | No log | 6.2667 | 376 | 0.9347 | 0.6107 | 0.9347 | 0.9668 |
240
+ | No log | 6.3 | 378 | 0.9324 | 0.6202 | 0.9324 | 0.9656 |
241
+ | No log | 6.3333 | 380 | 0.9407 | 0.6418 | 0.9407 | 0.9699 |
242
+ | No log | 6.3667 | 382 | 0.9069 | 0.6269 | 0.9069 | 0.9523 |
243
+ | No log | 6.4 | 384 | 0.8748 | 0.7183 | 0.8748 | 0.9353 |
244
+ | No log | 6.4333 | 386 | 0.9158 | 0.6423 | 0.9158 | 0.9570 |
245
+ | No log | 6.4667 | 388 | 0.9247 | 0.6015 | 0.9247 | 0.9616 |
246
+ | No log | 6.5 | 390 | 0.9111 | 0.6861 | 0.9111 | 0.9545 |
247
+ | No log | 6.5333 | 392 | 0.8973 | 0.6861 | 0.8973 | 0.9472 |
248
+ | No log | 6.5667 | 394 | 0.8979 | 0.6957 | 0.8979 | 0.9476 |
249
+ | No log | 6.6 | 396 | 0.8913 | 0.6715 | 0.8913 | 0.9441 |
250
+ | No log | 6.6333 | 398 | 0.9211 | 0.6 | 0.9211 | 0.9597 |
251
+ | No log | 6.6667 | 400 | 0.9594 | 0.496 | 0.9594 | 0.9795 |
252
+ | No log | 6.7 | 402 | 0.9794 | 0.56 | 0.9794 | 0.9897 |
253
+ | No log | 6.7333 | 404 | 0.9869 | 0.5714 | 0.9869 | 0.9934 |
254
+ | No log | 6.7667 | 406 | 0.9475 | 0.6412 | 0.9475 | 0.9734 |
255
+ | No log | 6.8 | 408 | 0.9545 | 0.6617 | 0.9545 | 0.9770 |
256
+ | No log | 6.8333 | 410 | 0.9035 | 0.6466 | 0.9035 | 0.9505 |
257
+ | No log | 6.8667 | 412 | 0.8966 | 0.6269 | 0.8966 | 0.9469 |
258
+ | No log | 6.9 | 414 | 0.9029 | 0.5909 | 0.9029 | 0.9502 |
259
+ | No log | 6.9333 | 416 | 0.9166 | 0.5736 | 0.9166 | 0.9574 |
260
+ | No log | 6.9667 | 418 | 0.9169 | 0.6 | 0.9169 | 0.9575 |
261
+ | No log | 7.0 | 420 | 0.8751 | 0.6269 | 0.8751 | 0.9354 |
262
+ | No log | 7.0333 | 422 | 0.8468 | 0.6986 | 0.8468 | 0.9202 |
263
+ | No log | 7.0667 | 424 | 0.8175 | 0.7075 | 0.8175 | 0.9042 |
264
+ | No log | 7.1 | 426 | 0.8040 | 0.6986 | 0.8040 | 0.8967 |
265
+ | No log | 7.1333 | 428 | 0.8708 | 0.6809 | 0.8708 | 0.9332 |
266
+ | No log | 7.1667 | 430 | 0.8933 | 0.6667 | 0.8933 | 0.9451 |
267
+ | No log | 7.2 | 432 | 0.8719 | 0.6667 | 0.8719 | 0.9338 |
268
+ | No log | 7.2333 | 434 | 0.9390 | 0.6056 | 0.9390 | 0.9690 |
269
+ | No log | 7.2667 | 436 | 1.0037 | 0.5775 | 1.0037 | 1.0019 |
270
+ | No log | 7.3 | 438 | 1.0097 | 0.5414 | 1.0097 | 1.0048 |
271
+ | No log | 7.3333 | 440 | 0.9999 | 0.4463 | 0.9999 | 0.9999 |
272
+ | No log | 7.3667 | 442 | 1.0100 | 0.5 | 1.0100 | 1.0050 |
273
+ | No log | 7.4 | 444 | 1.0248 | 0.4754 | 1.0248 | 1.0123 |
274
+ | No log | 7.4333 | 446 | 1.0228 | 0.4754 | 1.0228 | 1.0113 |
275
+ | No log | 7.4667 | 448 | 1.0210 | 0.4754 | 1.0210 | 1.0105 |
276
+ | No log | 7.5 | 450 | 0.9887 | 0.5079 | 0.9887 | 0.9943 |
277
+ | No log | 7.5333 | 452 | 0.9733 | 0.4878 | 0.9733 | 0.9865 |
278
+ | No log | 7.5667 | 454 | 0.9719 | 0.5556 | 0.9719 | 0.9858 |
279
+ | No log | 7.6 | 456 | 1.0131 | 0.528 | 1.0131 | 1.0065 |
280
+ | No log | 7.6333 | 458 | 1.0254 | 0.528 | 1.0254 | 1.0126 |
281
+ | No log | 7.6667 | 460 | 0.9931 | 0.5556 | 0.9931 | 0.9966 |
282
+ | No log | 7.7 | 462 | 1.0569 | 0.5 | 1.0569 | 1.0281 |
283
+ | No log | 7.7333 | 464 | 1.1855 | 0.5899 | 1.1855 | 1.0888 |
284
+ | No log | 7.7667 | 466 | 1.2280 | 0.5867 | 1.2280 | 1.1081 |
285
+ | No log | 7.8 | 468 | 1.1265 | 0.6013 | 1.1265 | 1.0614 |
286
+ | No log | 7.8333 | 470 | 0.9237 | 0.5753 | 0.9237 | 0.9611 |
287
+ | No log | 7.8667 | 472 | 0.8054 | 0.7347 | 0.8054 | 0.8975 |
288
+ | No log | 7.9 | 474 | 0.8056 | 0.6957 | 0.8056 | 0.8976 |
289
+ | No log | 7.9333 | 476 | 0.8147 | 0.6716 | 0.8147 | 0.9026 |
290
+ | No log | 7.9667 | 478 | 0.8438 | 0.6667 | 0.8438 | 0.9186 |
291
+ | No log | 8.0 | 480 | 0.8883 | 0.6767 | 0.8883 | 0.9425 |
292
+ | No log | 8.0333 | 482 | 0.9168 | 0.6154 | 0.9168 | 0.9575 |
293
+ | No log | 8.0667 | 484 | 0.9244 | 0.6364 | 0.9244 | 0.9615 |
294
+ | No log | 8.1 | 486 | 0.9153 | 0.6466 | 0.9153 | 0.9567 |
295
+ | No log | 8.1333 | 488 | 0.8996 | 0.6515 | 0.8996 | 0.9485 |
296
+ | No log | 8.1667 | 490 | 0.9209 | 0.6515 | 0.9209 | 0.9596 |
297
+ | No log | 8.2 | 492 | 0.9618 | 0.6 | 0.9618 | 0.9807 |
298
+ | No log | 8.2333 | 494 | 0.9600 | 0.6260 | 0.9600 | 0.9798 |
299
+ | No log | 8.2667 | 496 | 0.9355 | 0.6471 | 0.9355 | 0.9672 |
300
+ | No log | 8.3 | 498 | 0.9492 | 0.6569 | 0.9492 | 0.9743 |
301
+ | 0.3973 | 8.3333 | 500 | 0.9255 | 0.6569 | 0.9255 | 0.9620 |
302
+ | 0.3973 | 8.3667 | 502 | 0.9048 | 0.6418 | 0.9048 | 0.9512 |
303
+ | 0.3973 | 8.4 | 504 | 0.9130 | 0.6316 | 0.9130 | 0.9555 |
304
+ | 0.3973 | 8.4333 | 506 | 0.9345 | 0.6316 | 0.9345 | 0.9667 |
305
+ | 0.3973 | 8.4667 | 508 | 0.9649 | 0.5954 | 0.9649 | 0.9823 |
306
+ | 0.3973 | 8.5 | 510 | 0.9668 | 0.6107 | 0.9668 | 0.9832 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions