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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task1_organization

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  1. README.md +263 -263
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_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_k11_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: 0.8297
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- - Qwk: 0.6667
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- - Mse: 0.8297
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- - Rmse: 0.9109
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  ## Model description
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@@ -47,263 +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 | 0.0370 | 2 | 6.8945 | 0.0057 | 6.8945 | 2.6257 |
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- | No log | 0.0741 | 4 | 4.4361 | 0.0439 | 4.4361 | 2.1062 |
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- | No log | 0.1111 | 6 | 3.8126 | -0.0513 | 3.8126 | 1.9526 |
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- | No log | 0.1481 | 8 | 2.5715 | 0.0580 | 2.5715 | 1.6036 |
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- | No log | 0.1852 | 10 | 1.9279 | 0.2034 | 1.9279 | 1.3885 |
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- | No log | 0.2222 | 12 | 1.7562 | 0.1947 | 1.7562 | 1.3252 |
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- | No log | 0.2593 | 14 | 1.5171 | 0.2545 | 1.5171 | 1.2317 |
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- | No log | 0.2963 | 16 | 1.4563 | 0.2617 | 1.4563 | 1.2068 |
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- | No log | 0.3333 | 18 | 1.8368 | 0.1913 | 1.8368 | 1.3553 |
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- | No log | 0.3704 | 20 | 1.6668 | 0.2162 | 1.6668 | 1.2910 |
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- | No log | 0.4074 | 22 | 1.6498 | 0.2783 | 1.6498 | 1.2845 |
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- | No log | 0.4444 | 24 | 2.2677 | 0.2436 | 2.2677 | 1.5059 |
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- | No log | 0.4815 | 26 | 3.1036 | 0.1209 | 3.1036 | 1.7617 |
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- | No log | 0.5185 | 28 | 3.0866 | 0.1000 | 3.0866 | 1.7569 |
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- | No log | 0.5556 | 30 | 2.3589 | 0.2065 | 2.3589 | 1.5359 |
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- | No log | 0.5926 | 32 | 1.8890 | 0.3382 | 1.8890 | 1.3744 |
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- | No log | 0.6296 | 34 | 1.7544 | 0.3206 | 1.7544 | 1.3245 |
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- | No log | 0.6667 | 36 | 1.5688 | 0.375 | 1.5688 | 1.2525 |
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- | No log | 0.7037 | 38 | 1.3227 | 0.4138 | 1.3227 | 1.1501 |
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- | No log | 0.7407 | 40 | 1.2413 | 0.4138 | 1.2413 | 1.1141 |
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- | No log | 0.7778 | 42 | 1.3046 | 0.3559 | 1.3046 | 1.1422 |
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- | No log | 0.8148 | 44 | 1.2946 | 0.3697 | 1.2946 | 1.1378 |
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- | No log | 0.8519 | 46 | 1.1777 | 0.4202 | 1.1777 | 1.0852 |
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- | No log | 0.8889 | 48 | 1.1866 | 0.4463 | 1.1866 | 1.0893 |
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- | No log | 0.9259 | 50 | 1.5444 | 0.3504 | 1.5444 | 1.2427 |
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- | No log | 0.9630 | 52 | 1.7220 | 0.2609 | 1.7220 | 1.3123 |
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- | No log | 1.0 | 54 | 1.5981 | 0.3731 | 1.5981 | 1.2642 |
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- | No log | 1.0370 | 56 | 1.4293 | 0.4308 | 1.4293 | 1.1955 |
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- | No log | 1.0741 | 58 | 1.3925 | 0.4545 | 1.3925 | 1.1800 |
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- | No log | 1.1111 | 60 | 1.3617 | 0.4889 | 1.3617 | 1.1669 |
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- | No log | 1.1481 | 62 | 1.8502 | 0.2993 | 1.8502 | 1.3602 |
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- | No log | 1.1852 | 64 | 1.8265 | 0.3087 | 1.8265 | 1.3515 |
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- | No log | 1.2222 | 66 | 1.2059 | 0.5674 | 1.2059 | 1.0981 |
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- | No log | 1.2593 | 68 | 0.9555 | 0.6567 | 0.9555 | 0.9775 |
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- | No log | 1.2963 | 70 | 0.9292 | 0.6364 | 0.9292 | 0.9640 |
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- | No log | 1.3333 | 72 | 0.9555 | 0.6567 | 0.9555 | 0.9775 |
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- | No log | 1.3704 | 74 | 1.0413 | 0.6087 | 1.0413 | 1.0204 |
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- | No log | 1.4074 | 76 | 1.3254 | 0.4966 | 1.3254 | 1.1513 |
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- | No log | 1.4444 | 78 | 1.3277 | 0.5033 | 1.3277 | 1.1523 |
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- | No log | 1.4815 | 80 | 1.0962 | 0.5942 | 1.0962 | 1.0470 |
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- | No log | 1.5185 | 82 | 1.0171 | 0.6812 | 1.0171 | 1.0085 |
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- | No log | 1.5556 | 84 | 0.9868 | 0.6715 | 0.9868 | 0.9934 |
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- | No log | 1.5926 | 86 | 1.1211 | 0.5161 | 1.1211 | 1.0588 |
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- | No log | 1.6296 | 88 | 1.2258 | 0.5197 | 1.2258 | 1.1072 |
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- | No log | 1.6667 | 90 | 1.1672 | 0.4480 | 1.1672 | 1.0804 |
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- | No log | 1.7037 | 92 | 1.1464 | 0.5143 | 1.1464 | 1.0707 |
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- | No log | 1.7407 | 94 | 1.5162 | 0.4267 | 1.5162 | 1.2313 |
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- | No log | 1.7778 | 96 | 1.8629 | 0.3727 | 1.8629 | 1.3649 |
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- | No log | 1.8148 | 98 | 1.8918 | 0.3780 | 1.8918 | 1.3754 |
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- | No log | 1.8519 | 100 | 1.2790 | 0.5241 | 1.2790 | 1.1309 |
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- | No log | 1.8889 | 102 | 1.0136 | 0.5758 | 1.0136 | 1.0068 |
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- | No log | 1.9259 | 104 | 1.1974 | 0.5077 | 1.1974 | 1.0942 |
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- | No log | 1.9630 | 106 | 1.4757 | 0.3361 | 1.4757 | 1.2148 |
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- | No log | 2.0 | 108 | 1.1845 | 0.496 | 1.1845 | 1.0884 |
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- | No log | 2.0370 | 110 | 1.0664 | 0.6519 | 1.0664 | 1.0327 |
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- | No log | 2.0741 | 112 | 1.0944 | 0.6107 | 1.0944 | 1.0461 |
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- | No log | 2.1111 | 114 | 1.0076 | 0.5970 | 1.0076 | 1.0038 |
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- | No log | 2.1481 | 116 | 0.9894 | 0.6074 | 0.9894 | 0.9947 |
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- | No log | 2.1852 | 118 | 0.9281 | 0.6176 | 0.9281 | 0.9634 |
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- | No log | 2.2222 | 120 | 0.8924 | 0.6569 | 0.8924 | 0.9447 |
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- | No log | 2.2593 | 122 | 0.8812 | 0.6569 | 0.8812 | 0.9387 |
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- | No log | 2.2963 | 124 | 0.8517 | 0.6714 | 0.8517 | 0.9229 |
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- | No log | 2.3333 | 126 | 0.8742 | 0.6714 | 0.8742 | 0.9350 |
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- | No log | 2.3704 | 128 | 0.8400 | 0.7133 | 0.8400 | 0.9165 |
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- | No log | 2.4074 | 130 | 0.8355 | 0.6906 | 0.8355 | 0.9140 |
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- | No log | 2.4444 | 132 | 0.8532 | 0.7042 | 0.8532 | 0.9237 |
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- | No log | 2.4815 | 134 | 0.8064 | 0.6906 | 0.8064 | 0.8980 |
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- | No log | 2.5185 | 136 | 0.8081 | 0.7027 | 0.8081 | 0.8989 |
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- | No log | 2.5556 | 138 | 0.9142 | 0.6711 | 0.9142 | 0.9561 |
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- | No log | 2.5926 | 140 | 0.9016 | 0.6711 | 0.9016 | 0.9495 |
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- | No log | 2.6296 | 142 | 0.8232 | 0.6897 | 0.8232 | 0.9073 |
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- | No log | 2.6667 | 144 | 0.7802 | 0.7075 | 0.7802 | 0.8833 |
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- | No log | 2.7037 | 146 | 0.7935 | 0.6800 | 0.7935 | 0.8908 |
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- | No log | 2.7407 | 148 | 0.9008 | 0.7215 | 0.9008 | 0.9491 |
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- | No log | 2.7778 | 150 | 1.1465 | 0.6901 | 1.1465 | 1.0708 |
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- | No log | 2.8148 | 152 | 1.0546 | 0.7066 | 1.0546 | 1.0269 |
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- | No log | 2.8519 | 154 | 0.7914 | 0.7239 | 0.7914 | 0.8896 |
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- | No log | 2.8889 | 156 | 0.7681 | 0.7421 | 0.7681 | 0.8764 |
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- | No log | 2.9259 | 158 | 0.7948 | 0.7362 | 0.7948 | 0.8915 |
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- | No log | 2.9630 | 160 | 0.7989 | 0.7607 | 0.7989 | 0.8938 |
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- | No log | 3.0 | 162 | 0.8244 | 0.7711 | 0.8244 | 0.9080 |
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- | No log | 3.0370 | 164 | 0.7800 | 0.7683 | 0.7800 | 0.8832 |
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- | No log | 3.0741 | 166 | 0.7824 | 0.7190 | 0.7824 | 0.8845 |
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- | No log | 3.1111 | 168 | 0.7861 | 0.6800 | 0.7861 | 0.8866 |
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- | No log | 3.1481 | 170 | 0.7458 | 0.7722 | 0.7458 | 0.8636 |
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- | No log | 3.1852 | 172 | 0.8173 | 0.7349 | 0.8173 | 0.9041 |
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- | No log | 3.2222 | 174 | 0.7833 | 0.7674 | 0.7833 | 0.8850 |
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- | No log | 3.2593 | 176 | 0.6508 | 0.7625 | 0.6508 | 0.8067 |
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- | No log | 3.2963 | 178 | 0.7409 | 0.7059 | 0.7409 | 0.8608 |
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- | No log | 3.3333 | 180 | 0.7974 | 0.7097 | 0.7974 | 0.8930 |
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- | No log | 3.3704 | 182 | 0.7351 | 0.7467 | 0.7351 | 0.8574 |
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- | No log | 3.4074 | 184 | 0.7219 | 0.7815 | 0.7219 | 0.8497 |
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- | No log | 3.4444 | 186 | 0.8890 | 0.7305 | 0.8890 | 0.9428 |
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- | No log | 3.4815 | 188 | 0.8703 | 0.7531 | 0.8703 | 0.9329 |
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- | No log | 3.5185 | 190 | 0.8038 | 0.6993 | 0.8038 | 0.8965 |
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- | No log | 3.5556 | 192 | 0.8947 | 0.6901 | 0.8947 | 0.9459 |
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- | No log | 3.5926 | 194 | 1.0299 | 0.6370 | 1.0299 | 1.0148 |
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- | No log | 3.6296 | 196 | 1.0640 | 0.5426 | 1.0640 | 1.0315 |
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- | No log | 3.6667 | 198 | 0.9776 | 0.5152 | 0.9776 | 0.9887 |
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- | No log | 3.7037 | 200 | 0.8440 | 0.6573 | 0.8440 | 0.9187 |
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- | No log | 3.7407 | 202 | 0.7730 | 0.7826 | 0.7730 | 0.8792 |
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- | No log | 3.7778 | 204 | 0.7021 | 0.7516 | 0.7021 | 0.8379 |
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- | No log | 3.8148 | 206 | 0.6499 | 0.7651 | 0.6499 | 0.8062 |
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- | No log | 3.8519 | 208 | 0.6281 | 0.7483 | 0.6281 | 0.7925 |
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- | No log | 3.8889 | 210 | 0.5989 | 0.7297 | 0.5989 | 0.7739 |
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- | No log | 3.9259 | 212 | 0.5797 | 0.7383 | 0.5797 | 0.7614 |
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- | No log | 3.9630 | 214 | 0.5956 | 0.7838 | 0.5956 | 0.7717 |
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- | No log | 4.0 | 216 | 0.6165 | 0.7838 | 0.6165 | 0.7852 |
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- | No log | 4.0370 | 218 | 0.6645 | 0.7639 | 0.6645 | 0.8151 |
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- | No log | 4.0741 | 220 | 0.7110 | 0.7092 | 0.7110 | 0.8432 |
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- | No log | 4.1111 | 222 | 0.6700 | 0.7606 | 0.6700 | 0.8185 |
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- | No log | 4.1481 | 224 | 0.6320 | 0.7639 | 0.6320 | 0.7950 |
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- | No log | 4.1852 | 226 | 0.6350 | 0.7891 | 0.6350 | 0.7969 |
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- | No log | 4.2222 | 228 | 0.6131 | 0.7922 | 0.6131 | 0.7830 |
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- | No log | 4.2593 | 230 | 0.5586 | 0.8 | 0.5586 | 0.7474 |
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- | No log | 4.2963 | 232 | 0.5640 | 0.7901 | 0.5640 | 0.7510 |
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- | No log | 4.3333 | 234 | 0.5915 | 0.7975 | 0.5915 | 0.7691 |
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- | No log | 4.3704 | 236 | 0.6785 | 0.7929 | 0.6785 | 0.8237 |
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- | No log | 4.4074 | 238 | 0.7259 | 0.7654 | 0.7259 | 0.8520 |
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- | No log | 4.4444 | 240 | 0.7710 | 0.7568 | 0.7710 | 0.8781 |
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- | No log | 4.4815 | 242 | 0.8107 | 0.75 | 0.8107 | 0.9004 |
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- | No log | 4.5185 | 244 | 0.8205 | 0.7413 | 0.8205 | 0.9058 |
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- | No log | 4.5556 | 246 | 0.7295 | 0.7619 | 0.7295 | 0.8541 |
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- | No log | 4.5926 | 248 | 0.6758 | 0.7733 | 0.6758 | 0.8221 |
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- | No log | 4.6296 | 250 | 0.7102 | 0.7848 | 0.7102 | 0.8428 |
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- | No log | 4.6667 | 252 | 0.7316 | 0.7654 | 0.7316 | 0.8553 |
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- | No log | 4.7037 | 254 | 0.7310 | 0.7853 | 0.7310 | 0.8550 |
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- | No log | 4.7407 | 256 | 0.6423 | 0.8025 | 0.6423 | 0.8014 |
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- | No log | 4.7778 | 258 | 0.6254 | 0.8129 | 0.6254 | 0.7908 |
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- | No log | 4.8148 | 260 | 0.6297 | 0.7974 | 0.6297 | 0.7935 |
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- | No log | 4.8519 | 262 | 0.6704 | 0.8199 | 0.6704 | 0.8188 |
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- | No log | 4.8889 | 264 | 0.6797 | 0.7925 | 0.6797 | 0.8245 |
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- | No log | 4.9259 | 266 | 0.6548 | 0.7973 | 0.6548 | 0.8092 |
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- | No log | 4.9630 | 268 | 0.6869 | 0.7586 | 0.6869 | 0.8288 |
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- | No log | 5.0 | 270 | 0.7476 | 0.7310 | 0.7476 | 0.8646 |
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- | No log | 5.0370 | 272 | 0.7675 | 0.7448 | 0.7675 | 0.8761 |
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- | No log | 5.0741 | 274 | 0.7275 | 0.7211 | 0.7275 | 0.8529 |
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- | No log | 5.1111 | 276 | 0.6530 | 0.7534 | 0.6530 | 0.8081 |
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- | No log | 5.1481 | 278 | 0.6624 | 0.7815 | 0.6624 | 0.8139 |
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- | No log | 5.1852 | 280 | 0.6657 | 0.7517 | 0.6657 | 0.8159 |
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- | No log | 5.2222 | 282 | 0.6498 | 0.7733 | 0.6498 | 0.8061 |
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- | No log | 5.2593 | 284 | 0.7645 | 0.7050 | 0.7645 | 0.8744 |
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- | No log | 5.2963 | 286 | 0.8486 | 0.6615 | 0.8486 | 0.9212 |
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- | No log | 5.3333 | 288 | 0.7929 | 0.7194 | 0.7929 | 0.8904 |
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- | No log | 5.3704 | 290 | 0.7079 | 0.7448 | 0.7079 | 0.8414 |
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- | No log | 5.4074 | 292 | 0.7274 | 0.7403 | 0.7274 | 0.8529 |
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- | No log | 5.4444 | 294 | 0.6564 | 0.7613 | 0.6564 | 0.8102 |
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- | No log | 5.4815 | 296 | 0.5744 | 0.7712 | 0.5744 | 0.7579 |
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- | No log | 5.5185 | 298 | 0.5763 | 0.7595 | 0.5763 | 0.7592 |
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- | No log | 5.5556 | 300 | 0.5894 | 0.7651 | 0.5894 | 0.7677 |
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- | No log | 5.5926 | 302 | 0.6181 | 0.7632 | 0.6181 | 0.7862 |
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- | No log | 5.6296 | 304 | 0.7102 | 0.7273 | 0.7102 | 0.8427 |
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- | No log | 5.6667 | 306 | 0.7368 | 0.7442 | 0.7368 | 0.8584 |
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- | No log | 5.7037 | 308 | 0.6519 | 0.7468 | 0.6519 | 0.8074 |
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- | No log | 5.7407 | 310 | 0.6321 | 0.7651 | 0.6321 | 0.7950 |
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- | No log | 5.7778 | 312 | 0.6850 | 0.75 | 0.6850 | 0.8277 |
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- | No log | 5.8148 | 314 | 0.7155 | 0.7320 | 0.7155 | 0.8459 |
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- | No log | 5.8519 | 316 | 0.6994 | 0.7451 | 0.6994 | 0.8363 |
210
- | No log | 5.8889 | 318 | 0.6580 | 0.7467 | 0.6580 | 0.8112 |
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- | No log | 5.9259 | 320 | 0.6629 | 0.7451 | 0.6629 | 0.8142 |
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- | No log | 5.9630 | 322 | 0.6693 | 0.75 | 0.6693 | 0.8181 |
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- | No log | 6.0 | 324 | 0.6481 | 0.7320 | 0.6481 | 0.8050 |
214
- | No log | 6.0370 | 326 | 0.6640 | 0.7383 | 0.6640 | 0.8148 |
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- | No log | 6.0741 | 328 | 0.6841 | 0.7162 | 0.6841 | 0.8271 |
216
- | No log | 6.1111 | 330 | 0.6944 | 0.7162 | 0.6944 | 0.8333 |
217
- | No log | 6.1481 | 332 | 0.7422 | 0.7162 | 0.7422 | 0.8615 |
218
- | No log | 6.1852 | 334 | 0.7410 | 0.7162 | 0.7410 | 0.8608 |
219
- | No log | 6.2222 | 336 | 0.6808 | 0.7467 | 0.6808 | 0.8251 |
220
- | No log | 6.2593 | 338 | 0.6786 | 0.7643 | 0.6786 | 0.8238 |
221
- | No log | 6.2963 | 340 | 0.7290 | 0.7625 | 0.7290 | 0.8538 |
222
- | No log | 6.3333 | 342 | 0.7964 | 0.75 | 0.7964 | 0.8924 |
223
- | No log | 6.3704 | 344 | 0.7861 | 0.7172 | 0.7861 | 0.8866 |
224
- | No log | 6.4074 | 346 | 0.7556 | 0.7083 | 0.7556 | 0.8693 |
225
- | No log | 6.4444 | 348 | 0.7155 | 0.7248 | 0.7155 | 0.8459 |
226
- | No log | 6.4815 | 350 | 0.6983 | 0.7451 | 0.6983 | 0.8357 |
227
- | No log | 6.5185 | 352 | 0.6960 | 0.7237 | 0.6960 | 0.8342 |
228
- | No log | 6.5556 | 354 | 0.7199 | 0.7643 | 0.7199 | 0.8485 |
229
- | No log | 6.5926 | 356 | 0.7524 | 0.75 | 0.7524 | 0.8674 |
230
- | No log | 6.6296 | 358 | 0.7304 | 0.7467 | 0.7304 | 0.8547 |
231
- | No log | 6.6667 | 360 | 0.7088 | 0.7248 | 0.7088 | 0.8419 |
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- | No log | 6.7037 | 362 | 0.7170 | 0.7383 | 0.7170 | 0.8468 |
233
- | No log | 6.7407 | 364 | 0.7188 | 0.7417 | 0.7188 | 0.8478 |
234
- | No log | 6.7778 | 366 | 0.7300 | 0.7333 | 0.7300 | 0.8544 |
235
- | No log | 6.8148 | 368 | 0.7611 | 0.7297 | 0.7611 | 0.8724 |
236
- | No log | 6.8519 | 370 | 0.7704 | 0.7333 | 0.7704 | 0.8777 |
237
- | No log | 6.8889 | 372 | 0.7589 | 0.7152 | 0.7589 | 0.8711 |
238
- | No log | 6.9259 | 374 | 0.7778 | 0.7170 | 0.7778 | 0.8819 |
239
- | No log | 6.9630 | 376 | 0.7845 | 0.6883 | 0.7845 | 0.8857 |
240
- | No log | 7.0 | 378 | 0.8017 | 0.6892 | 0.8017 | 0.8954 |
241
- | No log | 7.0370 | 380 | 0.7861 | 0.7333 | 0.7861 | 0.8866 |
242
- | No log | 7.0741 | 382 | 0.7782 | 0.7333 | 0.7782 | 0.8821 |
243
- | No log | 7.1111 | 384 | 0.7507 | 0.7550 | 0.7507 | 0.8664 |
244
- | No log | 7.1481 | 386 | 0.7139 | 0.7532 | 0.7139 | 0.8449 |
245
- | No log | 7.1852 | 388 | 0.6955 | 0.7625 | 0.6955 | 0.8340 |
246
- | No log | 7.2222 | 390 | 0.6926 | 0.7516 | 0.6926 | 0.8322 |
247
- | No log | 7.2593 | 392 | 0.6862 | 0.76 | 0.6862 | 0.8284 |
248
- | No log | 7.2963 | 394 | 0.6837 | 0.7190 | 0.6837 | 0.8269 |
249
- | No log | 7.3333 | 396 | 0.6501 | 0.7451 | 0.6501 | 0.8063 |
250
- | No log | 7.3704 | 398 | 0.6572 | 0.7771 | 0.6572 | 0.8107 |
251
- | No log | 7.4074 | 400 | 0.6772 | 0.7712 | 0.6772 | 0.8229 |
252
- | No log | 7.4444 | 402 | 0.6939 | 0.7211 | 0.6939 | 0.8330 |
253
- | No log | 7.4815 | 404 | 0.7253 | 0.7143 | 0.7253 | 0.8516 |
254
- | No log | 7.5185 | 406 | 0.7101 | 0.6986 | 0.7101 | 0.8427 |
255
- | No log | 7.5556 | 408 | 0.6988 | 0.7020 | 0.6988 | 0.8360 |
256
- | No log | 7.5926 | 410 | 0.6613 | 0.7516 | 0.6613 | 0.8132 |
257
- | No log | 7.6296 | 412 | 0.6469 | 0.7613 | 0.6469 | 0.8043 |
258
- | No log | 7.6667 | 414 | 0.6678 | 0.7785 | 0.6678 | 0.8172 |
259
- | No log | 7.7037 | 416 | 0.7040 | 0.7397 | 0.7040 | 0.8391 |
260
- | No log | 7.7407 | 418 | 0.7553 | 0.7101 | 0.7553 | 0.8691 |
261
- | No log | 7.7778 | 420 | 0.7608 | 0.6716 | 0.7608 | 0.8722 |
262
- | No log | 7.8148 | 422 | 0.7659 | 0.6716 | 0.7659 | 0.8752 |
263
- | No log | 7.8519 | 424 | 0.7501 | 0.6815 | 0.7501 | 0.8661 |
264
- | No log | 7.8889 | 426 | 0.7459 | 0.6815 | 0.7459 | 0.8636 |
265
- | No log | 7.9259 | 428 | 0.7754 | 0.6853 | 0.7754 | 0.8806 |
266
- | No log | 7.9630 | 430 | 0.7601 | 0.7297 | 0.7601 | 0.8719 |
267
- | No log | 8.0 | 432 | 0.7525 | 0.7320 | 0.7525 | 0.8675 |
268
- | No log | 8.0370 | 434 | 0.7365 | 0.7320 | 0.7365 | 0.8582 |
269
- | No log | 8.0741 | 436 | 0.7278 | 0.7297 | 0.7278 | 0.8531 |
270
- | No log | 8.1111 | 438 | 0.7404 | 0.7260 | 0.7404 | 0.8605 |
271
- | No log | 8.1481 | 440 | 0.7517 | 0.7020 | 0.7517 | 0.8670 |
272
- | No log | 8.1852 | 442 | 0.7702 | 0.725 | 0.7702 | 0.8776 |
273
- | No log | 8.2222 | 444 | 0.7571 | 0.7162 | 0.7571 | 0.8701 |
274
- | No log | 8.2593 | 446 | 0.7360 | 0.7211 | 0.7360 | 0.8579 |
275
- | No log | 8.2963 | 448 | 0.7121 | 0.7297 | 0.7121 | 0.8439 |
276
- | No log | 8.3333 | 450 | 0.7150 | 0.7436 | 0.7150 | 0.8456 |
277
- | No log | 8.3704 | 452 | 0.7324 | 0.7308 | 0.7324 | 0.8558 |
278
- | No log | 8.4074 | 454 | 0.7281 | 0.6939 | 0.7281 | 0.8533 |
279
- | No log | 8.4444 | 456 | 0.7004 | 0.7211 | 0.7004 | 0.8369 |
280
- | No log | 8.4815 | 458 | 0.7326 | 0.7467 | 0.7326 | 0.8559 |
281
- | No log | 8.5185 | 460 | 0.7359 | 0.7467 | 0.7359 | 0.8578 |
282
- | No log | 8.5556 | 462 | 0.7041 | 0.7260 | 0.7041 | 0.8391 |
283
- | No log | 8.5926 | 464 | 0.7010 | 0.7310 | 0.7010 | 0.8373 |
284
- | No log | 8.6296 | 466 | 0.7277 | 0.7133 | 0.7277 | 0.8530 |
285
- | No log | 8.6667 | 468 | 0.7039 | 0.7310 | 0.7039 | 0.8390 |
286
- | No log | 8.7037 | 470 | 0.6859 | 0.7671 | 0.6859 | 0.8282 |
287
- | No log | 8.7407 | 472 | 0.7042 | 0.7651 | 0.7042 | 0.8391 |
288
- | No log | 8.7778 | 474 | 0.7335 | 0.7226 | 0.7335 | 0.8565 |
289
- | No log | 8.8148 | 476 | 0.7037 | 0.7261 | 0.7037 | 0.8389 |
290
- | No log | 8.8519 | 478 | 0.6162 | 0.7871 | 0.6162 | 0.7850 |
291
- | No log | 8.8889 | 480 | 0.6073 | 0.7613 | 0.6073 | 0.7793 |
292
- | No log | 8.9259 | 482 | 0.6230 | 0.7692 | 0.6230 | 0.7893 |
293
- | No log | 8.9630 | 484 | 0.6047 | 0.7682 | 0.6047 | 0.7776 |
294
- | No log | 9.0 | 486 | 0.6090 | 0.7895 | 0.6090 | 0.7804 |
295
- | No log | 9.0370 | 488 | 0.6187 | 0.7712 | 0.6187 | 0.7866 |
296
- | No log | 9.0741 | 490 | 0.6276 | 0.7712 | 0.6276 | 0.7922 |
297
- | No log | 9.1111 | 492 | 0.6246 | 0.7662 | 0.6246 | 0.7903 |
298
- | No log | 9.1481 | 494 | 0.5991 | 0.7871 | 0.5991 | 0.7740 |
299
- | No log | 9.1852 | 496 | 0.5894 | 0.7821 | 0.5894 | 0.7677 |
300
- | No log | 9.2222 | 498 | 0.5899 | 0.7848 | 0.5899 | 0.7681 |
301
- | 0.4524 | 9.2593 | 500 | 0.6363 | 0.7632 | 0.6363 | 0.7977 |
302
- | 0.4524 | 9.2963 | 502 | 0.6978 | 0.76 | 0.6978 | 0.8354 |
303
- | 0.4524 | 9.3333 | 504 | 0.7743 | 0.7552 | 0.7743 | 0.8800 |
304
- | 0.4524 | 9.3704 | 506 | 0.8544 | 0.6619 | 0.8544 | 0.9243 |
305
- | 0.4524 | 9.4074 | 508 | 0.8970 | 0.6569 | 0.8970 | 0.9471 |
306
- | 0.4524 | 9.4444 | 510 | 0.8297 | 0.6667 | 0.8297 | 0.9109 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k10_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_k10_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: 0.7580
19
+ - Qwk: 0.6571
20
+ - Mse: 0.7580
21
+ - Rmse: 0.8707
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0417 | 2 | 6.9338 | -0.0058 | 6.9338 | 2.6332 |
53
+ | No log | 0.0833 | 4 | 4.8169 | 0.0823 | 4.8169 | 2.1947 |
54
+ | No log | 0.125 | 6 | 4.7240 | -0.0845 | 4.7240 | 2.1735 |
55
+ | No log | 0.1667 | 8 | 3.0901 | -0.0120 | 3.0901 | 1.7579 |
56
+ | No log | 0.2083 | 10 | 2.1405 | 0.1129 | 2.1405 | 1.4630 |
57
+ | No log | 0.25 | 12 | 1.9724 | 0.1429 | 1.9724 | 1.4044 |
58
+ | No log | 0.2917 | 14 | 1.8892 | 0.1509 | 1.8892 | 1.3745 |
59
+ | No log | 0.3333 | 16 | 1.8319 | 0.1538 | 1.8319 | 1.3535 |
60
+ | No log | 0.375 | 18 | 1.8422 | 0.1509 | 1.8422 | 1.3573 |
61
+ | No log | 0.4167 | 20 | 1.8038 | 0.1495 | 1.8038 | 1.3430 |
62
+ | No log | 0.4583 | 22 | 1.8284 | 0.2783 | 1.8284 | 1.3522 |
63
+ | No log | 0.5 | 24 | 2.0006 | 0.2188 | 2.0006 | 1.4144 |
64
+ | No log | 0.5417 | 26 | 2.3467 | 0.2029 | 2.3467 | 1.5319 |
65
+ | No log | 0.5833 | 28 | 2.0743 | 0.1654 | 2.0743 | 1.4402 |
66
+ | No log | 0.625 | 30 | 1.6918 | 0.2881 | 1.6918 | 1.3007 |
67
+ | No log | 0.6667 | 32 | 1.8086 | 0.2927 | 1.8086 | 1.3448 |
68
+ | No log | 0.7083 | 34 | 1.8562 | 0.25 | 1.8562 | 1.3624 |
69
+ | No log | 0.75 | 36 | 1.6794 | 0.2353 | 1.6794 | 1.2959 |
70
+ | No log | 0.7917 | 38 | 1.4983 | 0.3000 | 1.4983 | 1.2240 |
71
+ | No log | 0.8333 | 40 | 1.7190 | 0.3939 | 1.7190 | 1.3111 |
72
+ | No log | 0.875 | 42 | 2.0270 | 0.2590 | 2.0270 | 1.4237 |
73
+ | No log | 0.9167 | 44 | 2.2363 | 0.1972 | 2.2363 | 1.4954 |
74
+ | No log | 0.9583 | 46 | 2.1540 | 0.2286 | 2.1540 | 1.4677 |
75
+ | No log | 1.0 | 48 | 1.9657 | 0.2628 | 1.9657 | 1.4020 |
76
+ | No log | 1.0417 | 50 | 1.8555 | 0.3134 | 1.8555 | 1.3622 |
77
+ | No log | 1.0833 | 52 | 1.8058 | 0.3788 | 1.8058 | 1.3438 |
78
+ | No log | 1.125 | 54 | 1.7536 | 0.3664 | 1.7536 | 1.3242 |
79
+ | No log | 1.1667 | 56 | 1.6380 | 0.3411 | 1.6380 | 1.2798 |
80
+ | No log | 1.2083 | 58 | 1.6961 | 0.3692 | 1.6961 | 1.3024 |
81
+ | No log | 1.25 | 60 | 1.7979 | 0.3284 | 1.7979 | 1.3408 |
82
+ | No log | 1.2917 | 62 | 2.3074 | 0.2177 | 2.3074 | 1.5190 |
83
+ | No log | 1.3333 | 64 | 2.1084 | 0.2384 | 2.1084 | 1.4520 |
84
+ | No log | 1.375 | 66 | 1.5984 | 0.4 | 1.5984 | 1.2643 |
85
+ | No log | 1.4167 | 68 | 1.8386 | 0.2628 | 1.8386 | 1.3559 |
86
+ | No log | 1.4583 | 70 | 1.8308 | 0.2963 | 1.8308 | 1.3531 |
87
+ | No log | 1.5 | 72 | 1.5294 | 0.4 | 1.5294 | 1.2367 |
88
+ | No log | 1.5417 | 74 | 1.2290 | 0.4964 | 1.2290 | 1.1086 |
89
+ | No log | 1.5833 | 76 | 1.5969 | 0.4720 | 1.5969 | 1.2637 |
90
+ | No log | 1.625 | 78 | 1.9367 | 0.4583 | 1.9367 | 1.3916 |
91
+ | No log | 1.6667 | 80 | 1.9995 | 0.4767 | 1.9995 | 1.4140 |
92
+ | No log | 1.7083 | 82 | 2.0895 | 0.4044 | 2.0895 | 1.4455 |
93
+ | No log | 1.75 | 84 | 1.7491 | 0.4557 | 1.7491 | 1.3225 |
94
+ | No log | 1.7917 | 86 | 1.4832 | 0.4539 | 1.4832 | 1.2178 |
95
+ | No log | 1.8333 | 88 | 1.4339 | 0.4493 | 1.4339 | 1.1975 |
96
+ | No log | 1.875 | 90 | 1.4687 | 0.4173 | 1.4687 | 1.2119 |
97
+ | No log | 1.9167 | 92 | 1.3651 | 0.4776 | 1.3651 | 1.1684 |
98
+ | No log | 1.9583 | 94 | 1.1450 | 0.5312 | 1.1450 | 1.0701 |
99
+ | No log | 2.0 | 96 | 1.0694 | 0.528 | 1.0694 | 1.0341 |
100
+ | No log | 2.0417 | 98 | 1.0643 | 0.5 | 1.0643 | 1.0316 |
101
+ | No log | 2.0833 | 100 | 1.0731 | 0.5469 | 1.0731 | 1.0359 |
102
+ | No log | 2.125 | 102 | 1.1067 | 0.5538 | 1.1067 | 1.0520 |
103
+ | No log | 2.1667 | 104 | 1.2224 | 0.5224 | 1.2224 | 1.1056 |
104
+ | No log | 2.2083 | 106 | 1.3325 | 0.5547 | 1.3325 | 1.1543 |
105
+ | No log | 2.25 | 108 | 1.3594 | 0.5255 | 1.3594 | 1.1659 |
106
+ | No log | 2.2917 | 110 | 1.2461 | 0.5426 | 1.2461 | 1.1163 |
107
+ | No log | 2.3333 | 112 | 1.1649 | 0.5426 | 1.1649 | 1.0793 |
108
+ | No log | 2.375 | 114 | 1.2825 | 0.4925 | 1.2825 | 1.1325 |
109
+ | No log | 2.4167 | 116 | 1.4325 | 0.5180 | 1.4325 | 1.1969 |
110
+ | No log | 2.4583 | 118 | 1.6123 | 0.4706 | 1.6123 | 1.2698 |
111
+ | No log | 2.5 | 120 | 1.5230 | 0.4658 | 1.5230 | 1.2341 |
112
+ | No log | 2.5417 | 122 | 1.3743 | 0.5248 | 1.3743 | 1.1723 |
113
+ | No log | 2.5833 | 124 | 1.3488 | 0.4964 | 1.3488 | 1.1614 |
114
+ | No log | 2.625 | 126 | 1.2541 | 0.6015 | 1.2541 | 1.1199 |
115
+ | No log | 2.6667 | 128 | 1.1842 | 0.5564 | 1.1842 | 1.0882 |
116
+ | No log | 2.7083 | 130 | 1.2023 | 0.5263 | 1.2023 | 1.0965 |
117
+ | No log | 2.75 | 132 | 1.2201 | 0.5263 | 1.2201 | 1.1046 |
118
+ | No log | 2.7917 | 134 | 1.1986 | 0.5373 | 1.1986 | 1.0948 |
119
+ | No log | 2.8333 | 136 | 1.1908 | 0.5496 | 1.1908 | 1.0912 |
120
+ | No log | 2.875 | 138 | 1.1711 | 0.5263 | 1.1711 | 1.0822 |
121
+ | No log | 2.9167 | 140 | 1.4487 | 0.4828 | 1.4487 | 1.2036 |
122
+ | No log | 2.9583 | 142 | 2.0705 | 0.3473 | 2.0705 | 1.4389 |
123
+ | No log | 3.0 | 144 | 2.0432 | 0.3596 | 2.0432 | 1.4294 |
124
+ | No log | 3.0417 | 146 | 1.6651 | 0.5062 | 1.6651 | 1.2904 |
125
+ | No log | 3.0833 | 148 | 1.3299 | 0.6093 | 1.3299 | 1.1532 |
126
+ | No log | 3.125 | 150 | 1.1404 | 0.5455 | 1.1404 | 1.0679 |
127
+ | No log | 3.1667 | 152 | 1.0087 | 0.5231 | 1.0087 | 1.0043 |
128
+ | No log | 3.2083 | 154 | 0.9787 | 0.5426 | 0.9787 | 0.9893 |
129
+ | No log | 3.25 | 156 | 0.9179 | 0.6569 | 0.9179 | 0.9581 |
130
+ | No log | 3.2917 | 158 | 0.8988 | 0.6165 | 0.8988 | 0.9481 |
131
+ | No log | 3.3333 | 160 | 0.9403 | 0.5926 | 0.9403 | 0.9697 |
132
+ | No log | 3.375 | 162 | 0.9890 | 0.5942 | 0.9890 | 0.9945 |
133
+ | No log | 3.4167 | 164 | 0.9504 | 0.5899 | 0.9504 | 0.9749 |
134
+ | No log | 3.4583 | 166 | 1.0165 | 0.5797 | 1.0165 | 1.0082 |
135
+ | No log | 3.5 | 168 | 1.0268 | 0.5970 | 1.0268 | 1.0133 |
136
+ | No log | 3.5417 | 170 | 1.0656 | 0.5957 | 1.0656 | 1.0323 |
137
+ | No log | 3.5833 | 172 | 1.2401 | 0.6329 | 1.2401 | 1.1136 |
138
+ | No log | 3.625 | 174 | 1.2818 | 0.5786 | 1.2818 | 1.1322 |
139
+ | No log | 3.6667 | 176 | 1.1922 | 0.5816 | 1.1922 | 1.0919 |
140
+ | No log | 3.7083 | 178 | 1.0368 | 0.5882 | 1.0368 | 1.0182 |
141
+ | No log | 3.75 | 180 | 1.0446 | 0.5846 | 1.0446 | 1.0221 |
142
+ | No log | 3.7917 | 182 | 1.2155 | 0.512 | 1.2155 | 1.1025 |
143
+ | No log | 3.8333 | 184 | 1.2322 | 0.4762 | 1.2322 | 1.1100 |
144
+ | No log | 3.875 | 186 | 1.1016 | 0.5781 | 1.1016 | 1.0496 |
145
+ | No log | 3.9167 | 188 | 0.9983 | 0.6154 | 0.9983 | 0.9992 |
146
+ | No log | 3.9583 | 190 | 1.0376 | 0.5781 | 1.0376 | 1.0186 |
147
+ | No log | 4.0 | 192 | 1.1018 | 0.5797 | 1.1018 | 1.0497 |
148
+ | No log | 4.0417 | 194 | 1.1067 | 0.5693 | 1.1067 | 1.0520 |
149
+ | No log | 4.0833 | 196 | 1.0292 | 0.6316 | 1.0292 | 1.0145 |
150
+ | No log | 4.125 | 198 | 0.9604 | 0.5954 | 0.9604 | 0.9800 |
151
+ | No log | 4.1667 | 200 | 0.9175 | 0.6316 | 0.9175 | 0.9579 |
152
+ | No log | 4.2083 | 202 | 0.9059 | 0.6418 | 0.9059 | 0.9518 |
153
+ | No log | 4.25 | 204 | 0.8937 | 0.6165 | 0.8937 | 0.9454 |
154
+ | No log | 4.2917 | 206 | 0.9313 | 0.6043 | 0.9313 | 0.9650 |
155
+ | No log | 4.3333 | 208 | 0.9872 | 0.5957 | 0.9872 | 0.9936 |
156
+ | No log | 4.375 | 210 | 1.0694 | 0.6234 | 1.0694 | 1.0341 |
157
+ | No log | 4.4167 | 212 | 1.0282 | 0.6323 | 1.0282 | 1.0140 |
158
+ | No log | 4.4583 | 214 | 0.9978 | 0.5986 | 0.9978 | 0.9989 |
159
+ | No log | 4.5 | 216 | 1.0196 | 0.6621 | 1.0196 | 1.0098 |
160
+ | No log | 4.5417 | 218 | 0.9798 | 0.6622 | 0.9798 | 0.9899 |
161
+ | No log | 4.5833 | 220 | 0.9048 | 0.6351 | 0.9048 | 0.9512 |
162
+ | No log | 4.625 | 222 | 0.9075 | 0.6122 | 0.9075 | 0.9526 |
163
+ | No log | 4.6667 | 224 | 0.9418 | 0.6383 | 0.9418 | 0.9704 |
164
+ | No log | 4.7083 | 226 | 1.0362 | 0.6056 | 1.0362 | 1.0179 |
165
+ | No log | 4.75 | 228 | 1.1230 | 0.6207 | 1.1230 | 1.0597 |
166
+ | No log | 4.7917 | 230 | 1.0562 | 0.6187 | 1.0562 | 1.0277 |
167
+ | No log | 4.8333 | 232 | 0.9362 | 0.5758 | 0.9362 | 0.9676 |
168
+ | No log | 4.875 | 234 | 0.9128 | 0.6667 | 0.9128 | 0.9554 |
169
+ | No log | 4.9167 | 236 | 0.9073 | 0.7059 | 0.9073 | 0.9525 |
170
+ | No log | 4.9583 | 238 | 0.8737 | 0.6861 | 0.8737 | 0.9347 |
171
+ | No log | 5.0 | 240 | 0.8989 | 0.6176 | 0.8989 | 0.9481 |
172
+ | No log | 5.0417 | 242 | 1.0006 | 0.5926 | 1.0006 | 1.0003 |
173
+ | No log | 5.0833 | 244 | 1.1183 | 0.5797 | 1.1183 | 1.0575 |
174
+ | No log | 5.125 | 246 | 1.0705 | 0.5957 | 1.0705 | 1.0346 |
175
+ | No log | 5.1667 | 248 | 1.0382 | 0.6351 | 1.0382 | 1.0189 |
176
+ | No log | 5.2083 | 250 | 0.8836 | 0.64 | 0.8836 | 0.9400 |
177
+ | No log | 5.25 | 252 | 0.7511 | 0.7347 | 0.7511 | 0.8667 |
178
+ | No log | 5.2917 | 254 | 0.7770 | 0.7413 | 0.7770 | 0.8815 |
179
+ | No log | 5.3333 | 256 | 0.8374 | 0.7162 | 0.8374 | 0.9151 |
180
+ | No log | 5.375 | 258 | 0.7934 | 0.6812 | 0.7934 | 0.8907 |
181
+ | No log | 5.4167 | 260 | 0.7717 | 0.7286 | 0.7717 | 0.8785 |
182
+ | No log | 5.4583 | 262 | 0.9368 | 0.6014 | 0.9368 | 0.9679 |
183
+ | No log | 5.5 | 264 | 1.1097 | 0.6369 | 1.1097 | 1.0534 |
184
+ | No log | 5.5417 | 266 | 1.0583 | 0.6460 | 1.0583 | 1.0288 |
185
+ | No log | 5.5833 | 268 | 0.9100 | 0.6093 | 0.9100 | 0.9539 |
186
+ | No log | 5.625 | 270 | 0.8395 | 0.6800 | 0.8395 | 0.9163 |
187
+ | No log | 5.6667 | 272 | 0.8506 | 0.6711 | 0.8506 | 0.9223 |
188
+ | No log | 5.7083 | 274 | 0.8567 | 0.6875 | 0.8567 | 0.9256 |
189
+ | No log | 5.75 | 276 | 0.8855 | 0.6624 | 0.8855 | 0.9410 |
190
+ | No log | 5.7917 | 278 | 0.7916 | 0.6923 | 0.7916 | 0.8897 |
191
+ | No log | 5.8333 | 280 | 0.7723 | 0.6846 | 0.7723 | 0.8788 |
192
+ | No log | 5.875 | 282 | 0.7382 | 0.6950 | 0.7382 | 0.8592 |
193
+ | No log | 5.9167 | 284 | 0.7075 | 0.7234 | 0.7075 | 0.8411 |
194
+ | No log | 5.9583 | 286 | 0.6931 | 0.7234 | 0.6931 | 0.8325 |
195
+ | No log | 6.0 | 288 | 0.6966 | 0.7092 | 0.6966 | 0.8346 |
196
+ | No log | 6.0417 | 290 | 0.7271 | 0.7034 | 0.7271 | 0.8527 |
197
+ | No log | 6.0833 | 292 | 0.8854 | 0.6582 | 0.8854 | 0.9410 |
198
+ | No log | 6.125 | 294 | 1.0394 | 0.6585 | 1.0394 | 1.0195 |
199
+ | No log | 6.1667 | 296 | 0.9479 | 0.6541 | 0.9479 | 0.9736 |
200
+ | No log | 6.2083 | 298 | 0.7249 | 0.7075 | 0.7249 | 0.8514 |
201
+ | No log | 6.25 | 300 | 0.6917 | 0.7338 | 0.6917 | 0.8317 |
202
+ | No log | 6.2917 | 302 | 0.7595 | 0.7059 | 0.7595 | 0.8715 |
203
+ | No log | 6.3333 | 304 | 0.7714 | 0.7059 | 0.7714 | 0.8783 |
204
+ | No log | 6.375 | 306 | 0.7577 | 0.6857 | 0.7577 | 0.8705 |
205
+ | No log | 6.4167 | 308 | 0.9051 | 0.6099 | 0.9051 | 0.9514 |
206
+ | No log | 6.4583 | 310 | 0.9909 | 0.5541 | 0.9909 | 0.9955 |
207
+ | No log | 6.5 | 312 | 0.9484 | 0.5850 | 0.9484 | 0.9739 |
208
+ | No log | 6.5417 | 314 | 0.8680 | 0.6443 | 0.8680 | 0.9317 |
209
+ | No log | 6.5833 | 316 | 0.8356 | 0.6713 | 0.8356 | 0.9141 |
210
+ | No log | 6.625 | 318 | 0.8193 | 0.6761 | 0.8193 | 0.9051 |
211
+ | No log | 6.6667 | 320 | 0.8066 | 0.6667 | 0.8066 | 0.8981 |
212
+ | No log | 6.7083 | 322 | 0.8021 | 0.6667 | 0.8021 | 0.8956 |
213
+ | No log | 6.75 | 324 | 0.8383 | 0.6761 | 0.8383 | 0.9156 |
214
+ | No log | 6.7917 | 326 | 0.9418 | 0.5890 | 0.9418 | 0.9705 |
215
+ | No log | 6.8333 | 328 | 0.9671 | 0.5906 | 0.9671 | 0.9834 |
216
+ | No log | 6.875 | 330 | 0.9312 | 0.6081 | 0.9312 | 0.9650 |
217
+ | No log | 6.9167 | 332 | 0.9191 | 0.6369 | 0.9191 | 0.9587 |
218
+ | No log | 6.9583 | 334 | 0.9374 | 0.6329 | 0.9374 | 0.9682 |
219
+ | No log | 7.0 | 336 | 0.9014 | 0.6323 | 0.9014 | 0.9494 |
220
+ | No log | 7.0417 | 338 | 0.8367 | 0.6974 | 0.8367 | 0.9147 |
221
+ | No log | 7.0833 | 340 | 0.8471 | 0.6667 | 0.8471 | 0.9204 |
222
+ | No log | 7.125 | 342 | 0.8403 | 0.6714 | 0.8403 | 0.9167 |
223
+ | No log | 7.1667 | 344 | 0.8092 | 0.6519 | 0.8092 | 0.8996 |
224
+ | No log | 7.2083 | 346 | 0.7934 | 0.6912 | 0.7934 | 0.8907 |
225
+ | No log | 7.25 | 348 | 0.7887 | 0.6912 | 0.7887 | 0.8881 |
226
+ | No log | 7.2917 | 350 | 0.8834 | 0.6377 | 0.8834 | 0.9399 |
227
+ | No log | 7.3333 | 352 | 1.0851 | 0.5890 | 1.0851 | 1.0417 |
228
+ | No log | 7.375 | 354 | 1.0841 | 0.6081 | 1.0841 | 1.0412 |
229
+ | No log | 7.4167 | 356 | 0.9015 | 0.6111 | 0.9015 | 0.9495 |
230
+ | No log | 7.4583 | 358 | 0.7806 | 0.6418 | 0.7806 | 0.8835 |
231
+ | No log | 7.5 | 360 | 0.7912 | 0.6519 | 0.7912 | 0.8895 |
232
+ | No log | 7.5417 | 362 | 0.8102 | 0.6667 | 0.8102 | 0.9001 |
233
+ | No log | 7.5833 | 364 | 0.7880 | 0.6809 | 0.7880 | 0.8877 |
234
+ | No log | 7.625 | 366 | 0.7720 | 0.6763 | 0.7720 | 0.8786 |
235
+ | No log | 7.6667 | 368 | 0.7926 | 0.6324 | 0.7926 | 0.8903 |
236
+ | No log | 7.7083 | 370 | 0.8544 | 0.6222 | 0.8544 | 0.9243 |
237
+ | No log | 7.75 | 372 | 0.9611 | 0.6710 | 0.9611 | 0.9803 |
238
+ | No log | 7.7917 | 374 | 0.9771 | 0.6460 | 0.9771 | 0.9885 |
239
+ | No log | 7.8333 | 376 | 0.9485 | 0.6707 | 0.9485 | 0.9739 |
240
+ | No log | 7.875 | 378 | 1.0035 | 0.6705 | 1.0035 | 1.0017 |
241
+ | No log | 7.9167 | 380 | 0.9525 | 0.6857 | 0.9525 | 0.9760 |
242
+ | No log | 7.9583 | 382 | 0.8487 | 0.6581 | 0.8487 | 0.9213 |
243
+ | No log | 8.0 | 384 | 0.8437 | 0.6579 | 0.8437 | 0.9185 |
244
+ | No log | 8.0417 | 386 | 0.8470 | 0.6622 | 0.8470 | 0.9203 |
245
+ | No log | 8.0833 | 388 | 0.8630 | 0.6620 | 0.8630 | 0.9290 |
246
+ | No log | 8.125 | 390 | 0.8521 | 0.6475 | 0.8521 | 0.9231 |
247
+ | No log | 8.1667 | 392 | 0.8409 | 0.6423 | 0.8409 | 0.9170 |
248
+ | No log | 8.2083 | 394 | 0.8963 | 0.6475 | 0.8963 | 0.9467 |
249
+ | No log | 8.25 | 396 | 1.0796 | 0.6294 | 1.0796 | 1.0390 |
250
+ | No log | 8.2917 | 398 | 1.1768 | 0.6415 | 1.1768 | 1.0848 |
251
+ | No log | 8.3333 | 400 | 1.0163 | 0.6887 | 1.0163 | 1.0081 |
252
+ | No log | 8.375 | 402 | 0.7810 | 0.6713 | 0.7810 | 0.8837 |
253
+ | No log | 8.4167 | 404 | 0.6657 | 0.7050 | 0.6657 | 0.8159 |
254
+ | No log | 8.4583 | 406 | 0.7659 | 0.7586 | 0.7659 | 0.8752 |
255
+ | No log | 8.5 | 408 | 0.8339 | 0.7042 | 0.8339 | 0.9132 |
256
+ | No log | 8.5417 | 410 | 0.7764 | 0.7246 | 0.7764 | 0.8811 |
257
+ | No log | 8.5833 | 412 | 0.6792 | 0.7206 | 0.6792 | 0.8241 |
258
+ | No log | 8.625 | 414 | 0.7024 | 0.6897 | 0.7024 | 0.8381 |
259
+ | No log | 8.6667 | 416 | 0.8823 | 0.6871 | 0.8823 | 0.9393 |
260
+ | No log | 8.7083 | 418 | 0.9712 | 0.6460 | 0.9712 | 0.9855 |
261
+ | No log | 8.75 | 420 | 0.9444 | 0.6584 | 0.9444 | 0.9718 |
262
+ | No log | 8.7917 | 422 | 0.8348 | 0.6797 | 0.8348 | 0.9136 |
263
+ | No log | 8.8333 | 424 | 0.8017 | 0.6986 | 0.8017 | 0.8954 |
264
+ | No log | 8.875 | 426 | 0.7947 | 0.6809 | 0.7947 | 0.8914 |
265
+ | No log | 8.9167 | 428 | 0.7778 | 0.7 | 0.7778 | 0.8819 |
266
+ | No log | 8.9583 | 430 | 0.7745 | 0.6765 | 0.7745 | 0.8801 |
267
+ | No log | 9.0 | 432 | 0.7666 | 0.6718 | 0.7666 | 0.8756 |
268
+ | No log | 9.0417 | 434 | 0.7651 | 0.6615 | 0.7651 | 0.8747 |
269
+ | No log | 9.0833 | 436 | 0.7273 | 0.6716 | 0.7273 | 0.8528 |
270
+ | No log | 9.125 | 438 | 0.6853 | 0.6912 | 0.6853 | 0.8279 |
271
+ | No log | 9.1667 | 440 | 0.6823 | 0.6993 | 0.6823 | 0.8260 |
272
+ | No log | 9.2083 | 442 | 0.7372 | 0.7114 | 0.7372 | 0.8586 |
273
+ | No log | 9.25 | 444 | 0.8797 | 0.7037 | 0.8797 | 0.9379 |
274
+ | No log | 9.2917 | 446 | 1.0444 | 0.6867 | 1.0444 | 1.0220 |
275
+ | No log | 9.3333 | 448 | 1.0286 | 0.6897 | 1.0286 | 1.0142 |
276
+ | No log | 9.375 | 450 | 0.8826 | 0.7 | 0.8826 | 0.9395 |
277
+ | No log | 9.4167 | 452 | 0.7436 | 0.7114 | 0.7436 | 0.8623 |
278
+ | No log | 9.4583 | 454 | 0.6942 | 0.6993 | 0.6942 | 0.8332 |
279
+ | No log | 9.5 | 456 | 0.6815 | 0.7194 | 0.6815 | 0.8255 |
280
+ | No log | 9.5417 | 458 | 0.7222 | 0.7259 | 0.7222 | 0.8499 |
281
+ | No log | 9.5833 | 460 | 0.7255 | 0.7259 | 0.7255 | 0.8517 |
282
+ | No log | 9.625 | 462 | 0.7492 | 0.7007 | 0.7492 | 0.8656 |
283
+ | No log | 9.6667 | 464 | 0.7751 | 0.6667 | 0.7751 | 0.8804 |
284
+ | No log | 9.7083 | 466 | 0.8147 | 0.6331 | 0.8147 | 0.9026 |
285
+ | No log | 9.75 | 468 | 0.8387 | 0.6383 | 0.8387 | 0.9158 |
286
+ | No log | 9.7917 | 470 | 0.8614 | 0.6479 | 0.8614 | 0.9281 |
287
+ | No log | 9.8333 | 472 | 0.8089 | 0.6479 | 0.8089 | 0.8994 |
288
+ | No log | 9.875 | 474 | 0.7260 | 0.6714 | 0.7260 | 0.8521 |
289
+ | No log | 9.9167 | 476 | 0.7183 | 0.6620 | 0.7183 | 0.8475 |
290
+ | No log | 9.9583 | 478 | 0.6961 | 0.6815 | 0.6961 | 0.8343 |
291
+ | No log | 10.0 | 480 | 0.6805 | 0.7194 | 0.6805 | 0.8249 |
292
+ | No log | 10.0417 | 482 | 0.6895 | 0.7194 | 0.6895 | 0.8303 |
293
+ | No log | 10.0833 | 484 | 0.7307 | 0.6815 | 0.7307 | 0.8548 |
294
+ | No log | 10.125 | 486 | 0.8319 | 0.6165 | 0.8319 | 0.9121 |
295
+ | No log | 10.1667 | 488 | 0.9783 | 0.6197 | 0.9783 | 0.9891 |
296
+ | No log | 10.2083 | 490 | 0.9726 | 0.6197 | 0.9726 | 0.9862 |
297
+ | No log | 10.25 | 492 | 0.8742 | 0.6383 | 0.8742 | 0.9350 |
298
+ | No log | 10.2917 | 494 | 0.7835 | 0.6522 | 0.7835 | 0.8852 |
299
+ | No log | 10.3333 | 496 | 0.7264 | 0.7194 | 0.7264 | 0.8523 |
300
+ | No log | 10.375 | 498 | 0.7246 | 0.7376 | 0.7246 | 0.8512 |
301
+ | 0.3971 | 10.4167 | 500 | 0.7562 | 0.6861 | 0.7562 | 0.8696 |
302
+ | 0.3971 | 10.4583 | 502 | 0.8768 | 0.5882 | 0.8768 | 0.9364 |
303
+ | 0.3971 | 10.5 | 504 | 0.9793 | 0.6053 | 0.9793 | 0.9896 |
304
+ | 0.3971 | 10.5417 | 506 | 0.9770 | 0.6323 | 0.9770 | 0.9885 |
305
+ | 0.3971 | 10.5833 | 508 | 0.8596 | 0.6122 | 0.8596 | 0.9272 |
306
+ | 0.3971 | 10.625 | 510 | 0.7580 | 0.6571 | 0.7580 | 0.8707 |
307
 
308
 
309
  ### Framework versions
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