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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_task2_organization

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  1. README.md +261 -518
  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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8962
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- - Qwk: 0.4289
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- - Mse: 0.8962
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- - Rmse: 0.9467
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  ## Model description
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@@ -49,518 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0833 | 2 | 4.5349 | -0.0041 | 4.5349 | 2.1295 |
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- | No log | 0.1667 | 4 | 2.7471 | -0.0020 | 2.7471 | 1.6574 |
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- | No log | 0.25 | 6 | 1.8549 | 0.0062 | 1.8549 | 1.3620 |
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- | No log | 0.3333 | 8 | 1.5773 | -0.0588 | 1.5773 | 1.2559 |
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- | No log | 0.4167 | 10 | 1.2600 | 0.1076 | 1.2600 | 1.1225 |
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- | No log | 0.5 | 12 | 1.3072 | -0.0047 | 1.3072 | 1.1433 |
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- | No log | 0.5833 | 14 | 1.3063 | -0.0047 | 1.3063 | 1.1429 |
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- | No log | 0.6667 | 16 | 1.3153 | 0.0038 | 1.3153 | 1.1469 |
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- | No log | 0.75 | 18 | 1.1844 | 0.2333 | 1.1844 | 1.0883 |
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- | No log | 0.8333 | 20 | 1.1792 | 0.1076 | 1.1792 | 1.0859 |
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- | No log | 0.9167 | 22 | 1.1965 | 0.0628 | 1.1965 | 1.0939 |
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- | No log | 1.0 | 24 | 1.1706 | 0.0802 | 1.1706 | 1.0820 |
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- | No log | 1.0833 | 26 | 1.1469 | 0.0974 | 1.1469 | 1.0709 |
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- | No log | 1.1667 | 28 | 1.1151 | 0.1042 | 1.1151 | 1.0560 |
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- | No log | 1.25 | 30 | 1.0827 | 0.1875 | 1.0827 | 1.0405 |
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- | No log | 1.3333 | 32 | 1.1407 | 0.1791 | 1.1407 | 1.0680 |
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- | No log | 1.4167 | 34 | 1.3312 | 0.2067 | 1.3312 | 1.1538 |
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- | No log | 1.5 | 36 | 1.3212 | 0.1920 | 1.3212 | 1.1494 |
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- | No log | 1.5833 | 38 | 1.1609 | 0.2351 | 1.1609 | 1.0774 |
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- | No log | 1.6667 | 40 | 1.0505 | 0.2579 | 1.0505 | 1.0249 |
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- | No log | 1.75 | 42 | 1.0182 | 0.2009 | 1.0182 | 1.0091 |
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- | No log | 1.8333 | 44 | 1.0267 | 0.2108 | 1.0267 | 1.0133 |
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- | No log | 1.9167 | 46 | 0.9798 | 0.1868 | 0.9798 | 0.9899 |
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- | No log | 2.0 | 48 | 0.9704 | 0.3070 | 0.9704 | 0.9851 |
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- | No log | 2.0833 | 50 | 1.0017 | 0.4237 | 1.0017 | 1.0009 |
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- | No log | 2.1667 | 52 | 1.0179 | 0.3106 | 1.0179 | 1.0089 |
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- | No log | 2.25 | 54 | 1.0320 | 0.3106 | 1.0320 | 1.0159 |
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- | No log | 2.3333 | 56 | 1.0618 | 0.3078 | 1.0618 | 1.0304 |
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- | No log | 2.4167 | 58 | 0.9678 | 0.4874 | 0.9678 | 0.9838 |
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- | No log | 2.5 | 60 | 0.9087 | 0.5296 | 0.9087 | 0.9532 |
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- | No log | 2.5833 | 62 | 0.8981 | 0.5274 | 0.8981 | 0.9477 |
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- | No log | 2.6667 | 64 | 1.0180 | 0.3759 | 1.0180 | 1.0089 |
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- | No log | 2.75 | 66 | 1.0626 | 0.3665 | 1.0626 | 1.0308 |
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- | No log | 2.8333 | 68 | 1.0067 | 0.3759 | 1.0067 | 1.0033 |
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- | No log | 2.9167 | 70 | 0.9151 | 0.4563 | 0.9151 | 0.9566 |
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- | No log | 3.0 | 72 | 0.8762 | 0.5012 | 0.8762 | 0.9361 |
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- | No log | 3.0833 | 74 | 0.8813 | 0.3779 | 0.8813 | 0.9388 |
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- | No log | 3.1667 | 76 | 0.8704 | 0.4105 | 0.8704 | 0.9330 |
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- | No log | 3.25 | 78 | 0.8267 | 0.4769 | 0.8267 | 0.9092 |
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- | No log | 3.3333 | 80 | 0.7749 | 0.4903 | 0.7749 | 0.8803 |
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- | No log | 3.4167 | 82 | 0.7680 | 0.4803 | 0.7680 | 0.8764 |
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- | No log | 3.5 | 84 | 0.7377 | 0.4978 | 0.7377 | 0.8589 |
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- | No log | 3.5833 | 86 | 0.7496 | 0.5779 | 0.7496 | 0.8658 |
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- | No log | 3.6667 | 88 | 0.8040 | 0.5520 | 0.8040 | 0.8967 |
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- | No log | 3.75 | 90 | 0.7967 | 0.5727 | 0.7967 | 0.8926 |
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- | No log | 3.8333 | 92 | 0.8918 | 0.5714 | 0.8918 | 0.9443 |
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- | No log | 3.9167 | 94 | 0.9283 | 0.5140 | 0.9283 | 0.9635 |
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- | No log | 4.0 | 96 | 0.9098 | 0.4932 | 0.9098 | 0.9538 |
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- | No log | 4.0833 | 98 | 0.8469 | 0.5057 | 0.8469 | 0.9203 |
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- | No log | 4.1667 | 100 | 0.8328 | 0.4813 | 0.8328 | 0.9126 |
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- | No log | 4.25 | 102 | 0.8374 | 0.5438 | 0.8374 | 0.9151 |
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- | No log | 4.3333 | 104 | 0.8553 | 0.5318 | 0.8553 | 0.9248 |
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- | No log | 4.4167 | 106 | 1.0132 | 0.4857 | 1.0132 | 1.0066 |
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- | No log | 4.5 | 108 | 0.9775 | 0.4930 | 0.9775 | 0.9887 |
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- | No log | 4.5833 | 110 | 0.8485 | 0.5131 | 0.8485 | 0.9211 |
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- | No log | 4.6667 | 112 | 0.8264 | 0.5072 | 0.8264 | 0.9091 |
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- | No log | 4.75 | 114 | 0.8488 | 0.4835 | 0.8488 | 0.9213 |
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- | No log | 4.8333 | 116 | 0.8399 | 0.4760 | 0.8399 | 0.9165 |
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- | No log | 4.9167 | 118 | 0.9077 | 0.4972 | 0.9077 | 0.9527 |
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- | No log | 5.0 | 120 | 0.9387 | 0.5026 | 0.9387 | 0.9689 |
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- | No log | 5.0833 | 122 | 0.8742 | 0.4427 | 0.8742 | 0.9350 |
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- | No log | 5.1667 | 124 | 0.9264 | 0.4725 | 0.9264 | 0.9625 |
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- | No log | 5.25 | 126 | 0.8783 | 0.5321 | 0.8783 | 0.9372 |
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- | No log | 5.3333 | 128 | 0.8885 | 0.5370 | 0.8885 | 0.9426 |
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- | No log | 5.4167 | 130 | 0.8943 | 0.4393 | 0.8943 | 0.9457 |
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- | No log | 5.5 | 132 | 0.8687 | 0.4527 | 0.8687 | 0.9320 |
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- | No log | 5.5833 | 134 | 0.8329 | 0.4600 | 0.8329 | 0.9126 |
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- | No log | 5.6667 | 136 | 0.9238 | 0.5156 | 0.9238 | 0.9611 |
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- | No log | 5.75 | 138 | 0.9322 | 0.5052 | 0.9322 | 0.9655 |
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- | No log | 5.8333 | 140 | 0.8438 | 0.4439 | 0.8438 | 0.9186 |
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- | No log | 5.9167 | 142 | 0.8713 | 0.4181 | 0.8713 | 0.9334 |
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- | No log | 6.0 | 144 | 0.8694 | 0.4181 | 0.8694 | 0.9324 |
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- | No log | 6.0833 | 146 | 0.8404 | 0.3920 | 0.8404 | 0.9167 |
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- | No log | 6.1667 | 148 | 0.8480 | 0.3855 | 0.8480 | 0.9209 |
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- | No log | 6.25 | 150 | 0.8401 | 0.3584 | 0.8401 | 0.9165 |
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- | No log | 6.3333 | 152 | 0.8764 | 0.4002 | 0.8764 | 0.9362 |
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- | No log | 6.4167 | 154 | 0.8759 | 0.3902 | 0.8759 | 0.9359 |
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- | No log | 6.5 | 156 | 0.8574 | 0.4316 | 0.8574 | 0.9260 |
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- | No log | 6.5833 | 158 | 0.8471 | 0.5283 | 0.8471 | 0.9204 |
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- | No log | 6.6667 | 160 | 0.8421 | 0.5127 | 0.8421 | 0.9176 |
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- | No log | 6.75 | 162 | 0.8337 | 0.5042 | 0.8337 | 0.9131 |
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- | No log | 6.8333 | 164 | 0.8336 | 0.4810 | 0.8336 | 0.9130 |
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- | No log | 6.9167 | 166 | 0.8311 | 0.4695 | 0.8311 | 0.9117 |
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- | No log | 7.0 | 168 | 0.8331 | 0.4527 | 0.8331 | 0.9127 |
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- | No log | 7.0833 | 170 | 0.8302 | 0.4527 | 0.8302 | 0.9111 |
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- | No log | 7.1667 | 172 | 0.8329 | 0.4527 | 0.8329 | 0.9126 |
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- | No log | 7.25 | 174 | 0.8455 | 0.4297 | 0.8455 | 0.9195 |
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- | No log | 7.3333 | 176 | 0.8494 | 0.4297 | 0.8494 | 0.9216 |
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- | No log | 7.4167 | 178 | 0.8498 | 0.4123 | 0.8498 | 0.9218 |
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- | No log | 7.5 | 180 | 0.8749 | 0.4527 | 0.8749 | 0.9354 |
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- | No log | 7.5833 | 182 | 0.8665 | 0.4435 | 0.8665 | 0.9308 |
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- | No log | 7.6667 | 184 | 0.8439 | 0.5024 | 0.8439 | 0.9187 |
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- | No log | 7.75 | 186 | 0.8527 | 0.4823 | 0.8527 | 0.9234 |
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- | No log | 7.8333 | 188 | 0.8587 | 0.4823 | 0.8587 | 0.9267 |
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- | No log | 7.9167 | 190 | 0.8532 | 0.4823 | 0.8532 | 0.9237 |
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- | No log | 8.0 | 192 | 0.8441 | 0.4568 | 0.8441 | 0.9187 |
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- | No log | 8.0833 | 194 | 0.8478 | 0.4823 | 0.8478 | 0.9207 |
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- | No log | 8.1667 | 196 | 0.9109 | 0.5256 | 0.9109 | 0.9544 |
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- | No log | 8.25 | 198 | 0.8728 | 0.4581 | 0.8728 | 0.9342 |
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- | No log | 8.3333 | 200 | 0.8225 | 0.4598 | 0.8225 | 0.9069 |
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- | No log | 8.4167 | 202 | 0.8096 | 0.4686 | 0.8096 | 0.8998 |
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- | No log | 8.5 | 204 | 0.8052 | 0.5226 | 0.8052 | 0.8973 |
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- | No log | 8.5833 | 206 | 0.8016 | 0.5607 | 0.8016 | 0.8953 |
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- | No log | 8.6667 | 208 | 0.8368 | 0.5504 | 0.8368 | 0.9148 |
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- | No log | 8.75 | 210 | 0.8388 | 0.5176 | 0.8388 | 0.9159 |
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- | No log | 8.8333 | 212 | 0.8317 | 0.5580 | 0.8317 | 0.9120 |
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- | No log | 8.9167 | 214 | 0.8335 | 0.6061 | 0.8335 | 0.9130 |
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- | No log | 9.0 | 216 | 0.8435 | 0.5607 | 0.8435 | 0.9184 |
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- | No log | 9.0833 | 218 | 0.8668 | 0.5403 | 0.8668 | 0.9310 |
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- | No log | 9.1667 | 220 | 0.8704 | 0.5735 | 0.8704 | 0.9330 |
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- | No log | 9.25 | 222 | 0.9005 | 0.4773 | 0.9005 | 0.9489 |
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- | No log | 9.3333 | 224 | 1.0567 | 0.3865 | 1.0567 | 1.0279 |
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- | No log | 9.4167 | 226 | 1.1231 | 0.3726 | 1.1231 | 1.0597 |
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- | No log | 9.5 | 228 | 0.9791 | 0.4168 | 0.9791 | 0.9895 |
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- | No log | 9.5833 | 230 | 0.8613 | 0.4373 | 0.8613 | 0.9281 |
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- | No log | 9.6667 | 232 | 0.8476 | 0.5410 | 0.8476 | 0.9207 |
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- | No log | 9.75 | 234 | 0.8734 | 0.5042 | 0.8734 | 0.9346 |
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- | No log | 9.8333 | 236 | 0.8734 | 0.4730 | 0.8734 | 0.9346 |
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- | No log | 9.9167 | 238 | 0.8706 | 0.4780 | 0.8706 | 0.9331 |
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- | No log | 10.0 | 240 | 0.9290 | 0.4775 | 0.9290 | 0.9639 |
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- | No log | 10.0833 | 242 | 0.9449 | 0.4439 | 0.9449 | 0.9720 |
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- | No log | 10.1667 | 244 | 0.9380 | 0.3570 | 0.9380 | 0.9685 |
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- | No log | 10.25 | 246 | 1.0564 | 0.3704 | 1.0564 | 1.0278 |
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- | No log | 10.3333 | 248 | 1.0346 | 0.3163 | 1.0346 | 1.0171 |
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- | No log | 10.4167 | 250 | 0.9258 | 0.3674 | 0.9258 | 0.9622 |
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- | No log | 10.5 | 252 | 0.9713 | 0.4031 | 0.9713 | 0.9855 |
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- | No log | 10.5833 | 254 | 1.0080 | 0.3793 | 1.0080 | 1.0040 |
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- | No log | 10.6667 | 256 | 0.9043 | 0.4328 | 0.9043 | 0.9510 |
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- | No log | 10.75 | 258 | 0.8446 | 0.4768 | 0.8446 | 0.9190 |
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- | No log | 10.8333 | 260 | 0.8395 | 0.5606 | 0.8395 | 0.9162 |
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- | No log | 10.9167 | 262 | 0.8407 | 0.5581 | 0.8407 | 0.9169 |
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- | No log | 11.0 | 264 | 0.8350 | 0.5382 | 0.8350 | 0.9138 |
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- | No log | 11.0833 | 266 | 0.8369 | 0.5204 | 0.8369 | 0.9148 |
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- | No log | 11.1667 | 268 | 0.8967 | 0.4869 | 0.8967 | 0.9469 |
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- | No log | 11.25 | 270 | 0.9982 | 0.4948 | 0.9982 | 0.9991 |
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- | No log | 11.3333 | 272 | 0.9843 | 0.4798 | 0.9843 | 0.9921 |
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- | No log | 11.4167 | 274 | 0.8729 | 0.5194 | 0.8729 | 0.9343 |
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- | No log | 11.5 | 276 | 0.8379 | 0.5553 | 0.8379 | 0.9154 |
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- | No log | 11.5833 | 278 | 0.8529 | 0.5073 | 0.8529 | 0.9235 |
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- | No log | 11.6667 | 280 | 0.8987 | 0.4836 | 0.8987 | 0.9480 |
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- | No log | 11.75 | 282 | 0.8921 | 0.5455 | 0.8921 | 0.9445 |
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- | No log | 11.8333 | 284 | 0.8906 | 0.5279 | 0.8906 | 0.9437 |
194
- | No log | 11.9167 | 286 | 0.8609 | 0.4996 | 0.8609 | 0.9278 |
195
- | No log | 12.0 | 288 | 0.8528 | 0.5203 | 0.8528 | 0.9235 |
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- | No log | 12.0833 | 290 | 0.8383 | 0.5125 | 0.8383 | 0.9156 |
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- | No log | 12.1667 | 292 | 0.8259 | 0.4978 | 0.8259 | 0.9088 |
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- | No log | 12.25 | 294 | 0.8281 | 0.5805 | 0.8281 | 0.9100 |
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- | No log | 12.3333 | 296 | 0.8339 | 0.5450 | 0.8339 | 0.9132 |
200
- | No log | 12.4167 | 298 | 0.8312 | 0.4548 | 0.8312 | 0.9117 |
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- | No log | 12.5 | 300 | 0.8991 | 0.4825 | 0.8991 | 0.9482 |
202
- | No log | 12.5833 | 302 | 0.9455 | 0.4890 | 0.9455 | 0.9724 |
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- | No log | 12.6667 | 304 | 0.8765 | 0.4694 | 0.8765 | 0.9362 |
204
- | No log | 12.75 | 306 | 0.8422 | 0.4768 | 0.8422 | 0.9177 |
205
- | No log | 12.8333 | 308 | 0.8591 | 0.4637 | 0.8591 | 0.9269 |
206
- | No log | 12.9167 | 310 | 0.8462 | 0.4637 | 0.8462 | 0.9199 |
207
- | No log | 13.0 | 312 | 0.8412 | 0.4119 | 0.8412 | 0.9172 |
208
- | No log | 13.0833 | 314 | 0.8904 | 0.4375 | 0.8904 | 0.9436 |
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- | No log | 13.1667 | 316 | 0.9353 | 0.4685 | 0.9353 | 0.9671 |
210
- | No log | 13.25 | 318 | 0.8637 | 0.4975 | 0.8637 | 0.9293 |
211
- | No log | 13.3333 | 320 | 0.8315 | 0.4540 | 0.8315 | 0.9119 |
212
- | No log | 13.4167 | 322 | 0.8472 | 0.4637 | 0.8472 | 0.9204 |
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- | No log | 13.5 | 324 | 0.8252 | 0.5042 | 0.8252 | 0.9084 |
214
- | No log | 13.5833 | 326 | 0.8192 | 0.4978 | 0.8192 | 0.9051 |
215
- | No log | 13.6667 | 328 | 0.8303 | 0.5355 | 0.8303 | 0.9112 |
216
- | No log | 13.75 | 330 | 0.8174 | 0.5291 | 0.8174 | 0.9041 |
217
- | No log | 13.8333 | 332 | 0.8271 | 0.4780 | 0.8271 | 0.9095 |
218
- | No log | 13.9167 | 334 | 0.8606 | 0.4377 | 0.8606 | 0.9277 |
219
- | No log | 14.0 | 336 | 0.9314 | 0.4166 | 0.9314 | 0.9651 |
220
- | No log | 14.0833 | 338 | 0.9539 | 0.3913 | 0.9539 | 0.9767 |
221
- | No log | 14.1667 | 340 | 0.8959 | 0.4832 | 0.8959 | 0.9465 |
222
- | No log | 14.25 | 342 | 0.8208 | 0.4563 | 0.8208 | 0.9060 |
223
- | No log | 14.3333 | 344 | 0.8303 | 0.4841 | 0.8303 | 0.9112 |
224
- | No log | 14.4167 | 346 | 0.8204 | 0.4841 | 0.8204 | 0.9057 |
225
- | No log | 14.5 | 348 | 0.7850 | 0.4879 | 0.7850 | 0.8860 |
226
- | No log | 14.5833 | 350 | 0.7987 | 0.5026 | 0.7987 | 0.8937 |
227
- | No log | 14.6667 | 352 | 0.9300 | 0.5431 | 0.9300 | 0.9644 |
228
- | No log | 14.75 | 354 | 1.0387 | 0.5066 | 1.0387 | 1.0192 |
229
- | No log | 14.8333 | 356 | 1.0067 | 0.5002 | 1.0067 | 1.0034 |
230
- | No log | 14.9167 | 358 | 0.8866 | 0.5534 | 0.8866 | 0.9416 |
231
- | No log | 15.0 | 360 | 0.8287 | 0.5601 | 0.8287 | 0.9103 |
232
- | No log | 15.0833 | 362 | 0.7636 | 0.5570 | 0.7636 | 0.8738 |
233
- | No log | 15.1667 | 364 | 0.7706 | 0.5380 | 0.7706 | 0.8778 |
234
- | No log | 15.25 | 366 | 0.8144 | 0.4920 | 0.8144 | 0.9025 |
235
- | No log | 15.3333 | 368 | 0.8677 | 0.4743 | 0.8677 | 0.9315 |
236
- | No log | 15.4167 | 370 | 0.9154 | 0.4862 | 0.9154 | 0.9568 |
237
- | No log | 15.5 | 372 | 0.8664 | 0.5028 | 0.8664 | 0.9308 |
238
- | No log | 15.5833 | 374 | 0.7891 | 0.4499 | 0.7891 | 0.8883 |
239
- | No log | 15.6667 | 376 | 0.7880 | 0.4976 | 0.7880 | 0.8877 |
240
- | No log | 15.75 | 378 | 0.8056 | 0.4903 | 0.8056 | 0.8975 |
241
- | No log | 15.8333 | 380 | 0.8089 | 0.4549 | 0.8089 | 0.8994 |
242
- | No log | 15.9167 | 382 | 0.7754 | 0.4976 | 0.7754 | 0.8806 |
243
- | No log | 16.0 | 384 | 0.7926 | 0.4920 | 0.7926 | 0.8903 |
244
- | No log | 16.0833 | 386 | 0.8411 | 0.5283 | 0.8411 | 0.9171 |
245
- | No log | 16.1667 | 388 | 0.8182 | 0.5390 | 0.8182 | 0.9045 |
246
- | No log | 16.25 | 390 | 0.7536 | 0.5657 | 0.7536 | 0.8681 |
247
- | No log | 16.3333 | 392 | 0.7492 | 0.5866 | 0.7492 | 0.8656 |
248
- | No log | 16.4167 | 394 | 0.7579 | 0.6241 | 0.7579 | 0.8706 |
249
- | No log | 16.5 | 396 | 0.7501 | 0.5925 | 0.7501 | 0.8661 |
250
- | No log | 16.5833 | 398 | 0.7484 | 0.5492 | 0.7484 | 0.8651 |
251
- | No log | 16.6667 | 400 | 0.7745 | 0.4493 | 0.7745 | 0.8801 |
252
- | No log | 16.75 | 402 | 0.7876 | 0.4493 | 0.7876 | 0.8875 |
253
- | No log | 16.8333 | 404 | 0.7696 | 0.4828 | 0.7696 | 0.8773 |
254
- | No log | 16.9167 | 406 | 0.7521 | 0.5242 | 0.7521 | 0.8673 |
255
- | No log | 17.0 | 408 | 0.7574 | 0.5648 | 0.7574 | 0.8703 |
256
- | No log | 17.0833 | 410 | 0.7731 | 0.5386 | 0.7731 | 0.8793 |
257
- | No log | 17.1667 | 412 | 0.8007 | 0.4998 | 0.8007 | 0.8948 |
258
- | No log | 17.25 | 414 | 0.8156 | 0.4881 | 0.8156 | 0.9031 |
259
- | No log | 17.3333 | 416 | 0.8423 | 0.5339 | 0.8423 | 0.9178 |
260
- | No log | 17.4167 | 418 | 0.8285 | 0.4785 | 0.8285 | 0.9102 |
261
- | No log | 17.5 | 420 | 0.8016 | 0.5300 | 0.8016 | 0.8953 |
262
- | No log | 17.5833 | 422 | 0.7951 | 0.4813 | 0.7951 | 0.8917 |
263
- | No log | 17.6667 | 424 | 0.7875 | 0.4715 | 0.7875 | 0.8874 |
264
- | No log | 17.75 | 426 | 0.7933 | 0.4418 | 0.7933 | 0.8907 |
265
- | No log | 17.8333 | 428 | 0.7992 | 0.4418 | 0.7992 | 0.8940 |
266
- | No log | 17.9167 | 430 | 0.8107 | 0.4280 | 0.8107 | 0.9004 |
267
- | No log | 18.0 | 432 | 0.8023 | 0.4555 | 0.8023 | 0.8957 |
268
- | No log | 18.0833 | 434 | 0.7979 | 0.4976 | 0.7979 | 0.8933 |
269
- | No log | 18.1667 | 436 | 0.8104 | 0.4848 | 0.8104 | 0.9002 |
270
- | No log | 18.25 | 438 | 0.7927 | 0.5245 | 0.7927 | 0.8904 |
271
- | No log | 18.3333 | 440 | 0.7899 | 0.4311 | 0.7899 | 0.8887 |
272
- | No log | 18.4167 | 442 | 0.8224 | 0.4146 | 0.8224 | 0.9068 |
273
- | No log | 18.5 | 444 | 0.8548 | 0.4540 | 0.8548 | 0.9246 |
274
- | No log | 18.5833 | 446 | 0.8403 | 0.4663 | 0.8403 | 0.9167 |
275
- | No log | 18.6667 | 448 | 0.8324 | 0.4685 | 0.8324 | 0.9123 |
276
- | No log | 18.75 | 450 | 0.8312 | 0.4898 | 0.8312 | 0.9117 |
277
- | No log | 18.8333 | 452 | 0.8144 | 0.5163 | 0.8144 | 0.9025 |
278
- | No log | 18.9167 | 454 | 0.7988 | 0.5815 | 0.7988 | 0.8938 |
279
- | No log | 19.0 | 456 | 0.8070 | 0.5372 | 0.8070 | 0.8983 |
280
- | No log | 19.0833 | 458 | 0.8025 | 0.5644 | 0.8025 | 0.8958 |
281
- | No log | 19.1667 | 460 | 0.7902 | 0.5730 | 0.7902 | 0.8889 |
282
- | No log | 19.25 | 462 | 0.7920 | 0.5465 | 0.7920 | 0.8899 |
283
- | No log | 19.3333 | 464 | 0.7888 | 0.5465 | 0.7888 | 0.8882 |
284
- | No log | 19.4167 | 466 | 0.7865 | 0.5465 | 0.7865 | 0.8869 |
285
- | No log | 19.5 | 468 | 0.7945 | 0.5634 | 0.7945 | 0.8913 |
286
- | No log | 19.5833 | 470 | 0.7826 | 0.5426 | 0.7826 | 0.8846 |
287
- | No log | 19.6667 | 472 | 0.7811 | 0.5447 | 0.7811 | 0.8838 |
288
- | No log | 19.75 | 474 | 0.7822 | 0.5329 | 0.7822 | 0.8844 |
289
- | No log | 19.8333 | 476 | 0.8020 | 0.4668 | 0.8020 | 0.8956 |
290
- | No log | 19.9167 | 478 | 0.8459 | 0.4272 | 0.8459 | 0.9197 |
291
- | No log | 20.0 | 480 | 0.8577 | 0.4470 | 0.8577 | 0.9261 |
292
- | No log | 20.0833 | 482 | 0.8390 | 0.4377 | 0.8390 | 0.9160 |
293
- | No log | 20.1667 | 484 | 0.8239 | 0.4879 | 0.8239 | 0.9077 |
294
- | No log | 20.25 | 486 | 0.8292 | 0.4780 | 0.8292 | 0.9106 |
295
- | No log | 20.3333 | 488 | 0.8456 | 0.4745 | 0.8456 | 0.9195 |
296
- | No log | 20.4167 | 490 | 0.8463 | 0.4879 | 0.8463 | 0.9199 |
297
- | No log | 20.5 | 492 | 0.8574 | 0.4656 | 0.8574 | 0.9259 |
298
- | No log | 20.5833 | 494 | 0.8823 | 0.4519 | 0.8823 | 0.9393 |
299
- | No log | 20.6667 | 496 | 0.9159 | 0.3621 | 0.9159 | 0.9570 |
300
- | No log | 20.75 | 498 | 0.9552 | 0.3602 | 0.9552 | 0.9774 |
301
- | 0.3309 | 20.8333 | 500 | 0.9703 | 0.4072 | 0.9703 | 0.9850 |
302
- | 0.3309 | 20.9167 | 502 | 0.9941 | 0.4382 | 0.9941 | 0.9970 |
303
- | 0.3309 | 21.0 | 504 | 0.9362 | 0.4201 | 0.9362 | 0.9676 |
304
- | 0.3309 | 21.0833 | 506 | 0.8939 | 0.4663 | 0.8939 | 0.9454 |
305
- | 0.3309 | 21.1667 | 508 | 0.8737 | 0.4663 | 0.8737 | 0.9347 |
306
- | 0.3309 | 21.25 | 510 | 0.8661 | 0.4663 | 0.8661 | 0.9306 |
307
- | 0.3309 | 21.3333 | 512 | 0.8736 | 0.4654 | 0.8736 | 0.9347 |
308
- | 0.3309 | 21.4167 | 514 | 0.8776 | 0.4323 | 0.8776 | 0.9368 |
309
- | 0.3309 | 21.5 | 516 | 0.8543 | 0.4663 | 0.8543 | 0.9243 |
310
- | 0.3309 | 21.5833 | 518 | 0.8600 | 0.4672 | 0.8600 | 0.9273 |
311
- | 0.3309 | 21.6667 | 520 | 0.8747 | 0.4325 | 0.8747 | 0.9353 |
312
- | 0.3309 | 21.75 | 522 | 0.8899 | 0.4201 | 0.8899 | 0.9434 |
313
- | 0.3309 | 21.8333 | 524 | 0.8984 | 0.4201 | 0.8984 | 0.9479 |
314
- | 0.3309 | 21.9167 | 526 | 0.8593 | 0.3643 | 0.8593 | 0.9270 |
315
- | 0.3309 | 22.0 | 528 | 0.8463 | 0.4142 | 0.8463 | 0.9199 |
316
- | 0.3309 | 22.0833 | 530 | 0.8405 | 0.4512 | 0.8405 | 0.9168 |
317
- | 0.3309 | 22.1667 | 532 | 0.8287 | 0.4512 | 0.8287 | 0.9104 |
318
- | 0.3309 | 22.25 | 534 | 0.8257 | 0.4377 | 0.8257 | 0.9087 |
319
- | 0.3309 | 22.3333 | 536 | 0.8143 | 0.4280 | 0.8143 | 0.9024 |
320
- | 0.3309 | 22.4167 | 538 | 0.8150 | 0.4745 | 0.8150 | 0.9028 |
321
- | 0.3309 | 22.5 | 540 | 0.8158 | 0.4282 | 0.8158 | 0.9032 |
322
- | 0.3309 | 22.5833 | 542 | 0.8257 | 0.4381 | 0.8257 | 0.9087 |
323
- | 0.3309 | 22.6667 | 544 | 0.8549 | 0.4611 | 0.8549 | 0.9246 |
324
- | 0.3309 | 22.75 | 546 | 0.8610 | 0.4611 | 0.8610 | 0.9279 |
325
- | 0.3309 | 22.8333 | 548 | 0.8591 | 0.4611 | 0.8591 | 0.9269 |
326
- | 0.3309 | 22.9167 | 550 | 0.8825 | 0.4241 | 0.8825 | 0.9394 |
327
- | 0.3309 | 23.0 | 552 | 0.8704 | 0.4611 | 0.8704 | 0.9330 |
328
- | 0.3309 | 23.0833 | 554 | 0.8509 | 0.4418 | 0.8509 | 0.9224 |
329
- | 0.3309 | 23.1667 | 556 | 0.8288 | 0.4792 | 0.8288 | 0.9104 |
330
- | 0.3309 | 23.25 | 558 | 0.8335 | 0.5450 | 0.8335 | 0.9129 |
331
- | 0.3309 | 23.3333 | 560 | 0.8310 | 0.5426 | 0.8310 | 0.9116 |
332
- | 0.3309 | 23.4167 | 562 | 0.8449 | 0.5545 | 0.8449 | 0.9192 |
333
- | 0.3309 | 23.5 | 564 | 0.8471 | 0.5545 | 0.8471 | 0.9204 |
334
- | 0.3309 | 23.5833 | 566 | 0.8290 | 0.5365 | 0.8290 | 0.9105 |
335
- | 0.3309 | 23.6667 | 568 | 0.8048 | 0.5648 | 0.8048 | 0.8971 |
336
- | 0.3309 | 23.75 | 570 | 0.7882 | 0.5299 | 0.7882 | 0.8878 |
337
- | 0.3309 | 23.8333 | 572 | 0.7933 | 0.5056 | 0.7933 | 0.8907 |
338
- | 0.3309 | 23.9167 | 574 | 0.8118 | 0.5648 | 0.8118 | 0.9010 |
339
- | 0.3309 | 24.0 | 576 | 0.8367 | 0.5239 | 0.8367 | 0.9147 |
340
- | 0.3309 | 24.0833 | 578 | 0.8494 | 0.4907 | 0.8494 | 0.9216 |
341
- | 0.3309 | 24.1667 | 580 | 0.8296 | 0.4948 | 0.8296 | 0.9108 |
342
- | 0.3309 | 24.25 | 582 | 0.7980 | 0.5058 | 0.7980 | 0.8933 |
343
- | 0.3309 | 24.3333 | 584 | 0.7963 | 0.5410 | 0.7963 | 0.8923 |
344
- | 0.3309 | 24.4167 | 586 | 0.8062 | 0.5058 | 0.8062 | 0.8979 |
345
- | 0.3309 | 24.5 | 588 | 0.8382 | 0.4512 | 0.8382 | 0.9155 |
346
- | 0.3309 | 24.5833 | 590 | 0.8740 | 0.4505 | 0.8740 | 0.9349 |
347
- | 0.3309 | 24.6667 | 592 | 0.8892 | 0.4111 | 0.8892 | 0.9430 |
348
- | 0.3309 | 24.75 | 594 | 0.8607 | 0.4907 | 0.8607 | 0.9277 |
349
- | 0.3309 | 24.8333 | 596 | 0.8209 | 0.5477 | 0.8209 | 0.9060 |
350
- | 0.3309 | 24.9167 | 598 | 0.8034 | 0.5058 | 0.8034 | 0.8964 |
351
- | 0.3309 | 25.0 | 600 | 0.8320 | 0.4948 | 0.8320 | 0.9121 |
352
- | 0.3309 | 25.0833 | 602 | 0.8851 | 0.4110 | 0.8851 | 0.9408 |
353
- | 0.3309 | 25.1667 | 604 | 0.9158 | 0.4490 | 0.9158 | 0.9570 |
354
- | 0.3309 | 25.25 | 606 | 0.8615 | 0.5119 | 0.8615 | 0.9282 |
355
- | 0.3309 | 25.3333 | 608 | 0.8060 | 0.5477 | 0.8060 | 0.8978 |
356
- | 0.3309 | 25.4167 | 610 | 0.8011 | 0.5769 | 0.8011 | 0.8950 |
357
- | 0.3309 | 25.5 | 612 | 0.8012 | 0.5769 | 0.8012 | 0.8951 |
358
- | 0.3309 | 25.5833 | 614 | 0.8285 | 0.5783 | 0.8285 | 0.9102 |
359
- | 0.3309 | 25.6667 | 616 | 0.8274 | 0.5586 | 0.8274 | 0.9096 |
360
- | 0.3309 | 25.75 | 618 | 0.8193 | 0.5119 | 0.8193 | 0.9051 |
361
- | 0.3309 | 25.8333 | 620 | 0.7935 | 0.5094 | 0.7935 | 0.8908 |
362
- | 0.3309 | 25.9167 | 622 | 0.7965 | 0.5279 | 0.7965 | 0.8925 |
363
- | 0.3309 | 26.0 | 624 | 0.8332 | 0.5102 | 0.8332 | 0.9128 |
364
- | 0.3309 | 26.0833 | 626 | 0.8349 | 0.5291 | 0.8349 | 0.9137 |
365
- | 0.3309 | 26.1667 | 628 | 0.8006 | 0.5239 | 0.8006 | 0.8947 |
366
- | 0.3309 | 26.25 | 630 | 0.7615 | 0.4980 | 0.7615 | 0.8726 |
367
- | 0.3309 | 26.3333 | 632 | 0.7722 | 0.5781 | 0.7722 | 0.8787 |
368
- | 0.3309 | 26.4167 | 634 | 0.7719 | 0.5320 | 0.7719 | 0.8786 |
369
- | 0.3309 | 26.5 | 636 | 0.7703 | 0.4792 | 0.7703 | 0.8776 |
370
- | 0.3309 | 26.5833 | 638 | 0.8164 | 0.5279 | 0.8164 | 0.9036 |
371
- | 0.3309 | 26.6667 | 640 | 0.9172 | 0.4615 | 0.9172 | 0.9577 |
372
- | 0.3309 | 26.75 | 642 | 0.9840 | 0.4463 | 0.9840 | 0.9920 |
373
- | 0.3309 | 26.8333 | 644 | 0.9638 | 0.4257 | 0.9638 | 0.9817 |
374
- | 0.3309 | 26.9167 | 646 | 0.8916 | 0.3747 | 0.8916 | 0.9443 |
375
- | 0.3309 | 27.0 | 648 | 0.8301 | 0.4563 | 0.8301 | 0.9111 |
376
- | 0.3309 | 27.0833 | 650 | 0.8112 | 0.4324 | 0.8112 | 0.9007 |
377
- | 0.3309 | 27.1667 | 652 | 0.8068 | 0.4563 | 0.8068 | 0.8982 |
378
- | 0.3309 | 27.25 | 654 | 0.8183 | 0.4792 | 0.8183 | 0.9046 |
379
- | 0.3309 | 27.3333 | 656 | 0.8617 | 0.4459 | 0.8617 | 0.9283 |
380
- | 0.3309 | 27.4167 | 658 | 0.8921 | 0.4323 | 0.8921 | 0.9445 |
381
- | 0.3309 | 27.5 | 660 | 0.8934 | 0.4323 | 0.8934 | 0.9452 |
382
- | 0.3309 | 27.5833 | 662 | 0.8840 | 0.4323 | 0.8840 | 0.9402 |
383
- | 0.3309 | 27.6667 | 664 | 0.8554 | 0.4454 | 0.8554 | 0.9249 |
384
- | 0.3309 | 27.75 | 666 | 0.8207 | 0.4934 | 0.8207 | 0.9059 |
385
- | 0.3309 | 27.8333 | 668 | 0.7979 | 0.5403 | 0.7979 | 0.8932 |
386
- | 0.3309 | 27.9167 | 670 | 0.8007 | 0.5403 | 0.8007 | 0.8948 |
387
- | 0.3309 | 28.0 | 672 | 0.8062 | 0.5403 | 0.8062 | 0.8979 |
388
- | 0.3309 | 28.0833 | 674 | 0.8332 | 0.4907 | 0.8332 | 0.9128 |
389
- | 0.3309 | 28.1667 | 676 | 0.8459 | 0.5175 | 0.8459 | 0.9198 |
390
- | 0.3309 | 28.25 | 678 | 0.8461 | 0.5175 | 0.8461 | 0.9198 |
391
- | 0.3309 | 28.3333 | 680 | 0.8291 | 0.5291 | 0.8291 | 0.9105 |
392
- | 0.3309 | 28.4167 | 682 | 0.8006 | 0.5380 | 0.8006 | 0.8948 |
393
- | 0.3309 | 28.5 | 684 | 0.7886 | 0.5380 | 0.7886 | 0.8880 |
394
- | 0.3309 | 28.5833 | 686 | 0.7831 | 0.5287 | 0.7831 | 0.8849 |
395
- | 0.3309 | 28.6667 | 688 | 0.7769 | 0.4884 | 0.7769 | 0.8814 |
396
- | 0.3309 | 28.75 | 690 | 0.7723 | 0.4859 | 0.7723 | 0.8788 |
397
- | 0.3309 | 28.8333 | 692 | 0.7817 | 0.5725 | 0.7817 | 0.8841 |
398
- | 0.3309 | 28.9167 | 694 | 0.8293 | 0.5070 | 0.8293 | 0.9106 |
399
- | 0.3309 | 29.0 | 696 | 0.8455 | 0.4852 | 0.8455 | 0.9195 |
400
- | 0.3309 | 29.0833 | 698 | 0.8213 | 0.5291 | 0.8213 | 0.9062 |
401
- | 0.3309 | 29.1667 | 700 | 0.7881 | 0.5311 | 0.7881 | 0.8878 |
402
- | 0.3309 | 29.25 | 702 | 0.7759 | 0.4852 | 0.7759 | 0.8808 |
403
- | 0.3309 | 29.3333 | 704 | 0.7776 | 0.4879 | 0.7776 | 0.8818 |
404
- | 0.3309 | 29.4167 | 706 | 0.7756 | 0.5012 | 0.7756 | 0.8807 |
405
- | 0.3309 | 29.5 | 708 | 0.7766 | 0.4927 | 0.7766 | 0.8812 |
406
- | 0.3309 | 29.5833 | 710 | 0.7851 | 0.4879 | 0.7851 | 0.8861 |
407
- | 0.3309 | 29.6667 | 712 | 0.8065 | 0.5300 | 0.8065 | 0.8980 |
408
- | 0.3309 | 29.75 | 714 | 0.8339 | 0.4948 | 0.8339 | 0.9132 |
409
- | 0.3309 | 29.8333 | 716 | 0.8469 | 0.4595 | 0.8469 | 0.9203 |
410
- | 0.3309 | 29.9167 | 718 | 0.8596 | 0.4902 | 0.8596 | 0.9272 |
411
- | 0.3309 | 30.0 | 720 | 0.8442 | 0.5498 | 0.8442 | 0.9188 |
412
- | 0.3309 | 30.0833 | 722 | 0.8547 | 0.5447 | 0.8547 | 0.9245 |
413
- | 0.3309 | 30.1667 | 724 | 0.8484 | 0.5250 | 0.8484 | 0.9211 |
414
- | 0.3309 | 30.25 | 726 | 0.8283 | 0.5322 | 0.8283 | 0.9101 |
415
- | 0.3309 | 30.3333 | 728 | 0.8052 | 0.4656 | 0.8052 | 0.8973 |
416
- | 0.3309 | 30.4167 | 730 | 0.7952 | 0.4656 | 0.7952 | 0.8918 |
417
- | 0.3309 | 30.5 | 732 | 0.7851 | 0.4656 | 0.7851 | 0.8860 |
418
- | 0.3309 | 30.5833 | 734 | 0.7711 | 0.4656 | 0.7711 | 0.8781 |
419
- | 0.3309 | 30.6667 | 736 | 0.7516 | 0.5163 | 0.7516 | 0.8670 |
420
- | 0.3309 | 30.75 | 738 | 0.7526 | 0.5012 | 0.7526 | 0.8675 |
421
- | 0.3309 | 30.8333 | 740 | 0.7552 | 0.5223 | 0.7552 | 0.8690 |
422
- | 0.3309 | 30.9167 | 742 | 0.7735 | 0.5662 | 0.7735 | 0.8795 |
423
- | 0.3309 | 31.0 | 744 | 0.8360 | 0.5291 | 0.8360 | 0.9143 |
424
- | 0.3309 | 31.0833 | 746 | 0.8793 | 0.4501 | 0.8793 | 0.9377 |
425
- | 0.3309 | 31.1667 | 748 | 0.8890 | 0.4591 | 0.8890 | 0.9429 |
426
- | 0.3309 | 31.25 | 750 | 0.8795 | 0.4501 | 0.8795 | 0.9378 |
427
- | 0.3309 | 31.3333 | 752 | 0.8538 | 0.3986 | 0.8538 | 0.9240 |
428
- | 0.3309 | 31.4167 | 754 | 0.8255 | 0.4328 | 0.8255 | 0.9086 |
429
- | 0.3309 | 31.5 | 756 | 0.8134 | 0.4681 | 0.8134 | 0.9019 |
430
- | 0.3309 | 31.5833 | 758 | 0.7967 | 0.5013 | 0.7967 | 0.8926 |
431
- | 0.3309 | 31.6667 | 760 | 0.8079 | 0.4663 | 0.8079 | 0.8988 |
432
- | 0.3309 | 31.75 | 762 | 0.8359 | 0.5073 | 0.8359 | 0.9143 |
433
- | 0.3309 | 31.8333 | 764 | 0.8560 | 0.4743 | 0.8560 | 0.9252 |
434
- | 0.3309 | 31.9167 | 766 | 0.8495 | 0.5073 | 0.8495 | 0.9217 |
435
- | 0.3309 | 32.0 | 768 | 0.8483 | 0.5073 | 0.8483 | 0.9210 |
436
- | 0.3309 | 32.0833 | 770 | 0.8431 | 0.5311 | 0.8431 | 0.9182 |
437
- | 0.3309 | 32.1667 | 772 | 0.8325 | 0.4934 | 0.8325 | 0.9124 |
438
- | 0.3309 | 32.25 | 774 | 0.8020 | 0.4879 | 0.8020 | 0.8955 |
439
- | 0.3309 | 32.3333 | 776 | 0.7853 | 0.4563 | 0.7853 | 0.8862 |
440
- | 0.3309 | 32.4167 | 778 | 0.7813 | 0.4563 | 0.7813 | 0.8839 |
441
- | 0.3309 | 32.5 | 780 | 0.7893 | 0.4792 | 0.7893 | 0.8884 |
442
- | 0.3309 | 32.5833 | 782 | 0.8172 | 0.5352 | 0.8172 | 0.9040 |
443
- | 0.3309 | 32.6667 | 784 | 0.8540 | 0.4998 | 0.8540 | 0.9241 |
444
- | 0.3309 | 32.75 | 786 | 0.8900 | 0.4734 | 0.8900 | 0.9434 |
445
- | 0.3309 | 32.8333 | 788 | 0.9235 | 0.4734 | 0.9235 | 0.9610 |
446
- | 0.3309 | 32.9167 | 790 | 0.9355 | 0.4382 | 0.9355 | 0.9672 |
447
- | 0.3309 | 33.0 | 792 | 0.9348 | 0.4259 | 0.9348 | 0.9669 |
448
- | 0.3309 | 33.0833 | 794 | 0.9269 | 0.3697 | 0.9269 | 0.9628 |
449
- | 0.3309 | 33.1667 | 796 | 0.9138 | 0.3577 | 0.9138 | 0.9559 |
450
- | 0.3309 | 33.25 | 798 | 0.8958 | 0.3577 | 0.8958 | 0.9464 |
451
- | 0.3309 | 33.3333 | 800 | 0.8982 | 0.4300 | 0.8982 | 0.9477 |
452
- | 0.3309 | 33.4167 | 802 | 0.8925 | 0.4300 | 0.8925 | 0.9447 |
453
- | 0.3309 | 33.5 | 804 | 0.8790 | 0.4300 | 0.8790 | 0.9376 |
454
- | 0.3309 | 33.5833 | 806 | 0.8666 | 0.4297 | 0.8666 | 0.9309 |
455
- | 0.3309 | 33.6667 | 808 | 0.8405 | 0.4239 | 0.8405 | 0.9168 |
456
- | 0.3309 | 33.75 | 810 | 0.8310 | 0.4142 | 0.8310 | 0.9116 |
457
- | 0.3309 | 33.8333 | 812 | 0.8417 | 0.3779 | 0.8417 | 0.9174 |
458
- | 0.3309 | 33.9167 | 814 | 0.8749 | 0.4202 | 0.8749 | 0.9354 |
459
- | 0.3309 | 34.0 | 816 | 0.9186 | 0.4382 | 0.9186 | 0.9585 |
460
- | 0.3309 | 34.0833 | 818 | 0.9533 | 0.4255 | 0.9533 | 0.9764 |
461
- | 0.3309 | 34.1667 | 820 | 0.9724 | 0.4221 | 0.9724 | 0.9861 |
462
- | 0.3309 | 34.25 | 822 | 0.9705 | 0.4255 | 0.9705 | 0.9851 |
463
- | 0.3309 | 34.3333 | 824 | 0.9286 | 0.3809 | 0.9286 | 0.9637 |
464
- | 0.3309 | 34.4167 | 826 | 0.8749 | 0.3478 | 0.8749 | 0.9354 |
465
- | 0.3309 | 34.5 | 828 | 0.8284 | 0.4280 | 0.8284 | 0.9102 |
466
- | 0.3309 | 34.5833 | 830 | 0.8232 | 0.4280 | 0.8232 | 0.9073 |
467
- | 0.3309 | 34.6667 | 832 | 0.8289 | 0.4280 | 0.8289 | 0.9105 |
468
- | 0.3309 | 34.75 | 834 | 0.8457 | 0.4280 | 0.8457 | 0.9196 |
469
- | 0.3309 | 34.8333 | 836 | 0.8484 | 0.3861 | 0.8484 | 0.9211 |
470
- | 0.3309 | 34.9167 | 838 | 0.8542 | 0.3861 | 0.8542 | 0.9242 |
471
- | 0.3309 | 35.0 | 840 | 0.8464 | 0.3861 | 0.8464 | 0.9200 |
472
- | 0.3309 | 35.0833 | 842 | 0.8365 | 0.4142 | 0.8365 | 0.9146 |
473
- | 0.3309 | 35.1667 | 844 | 0.8326 | 0.4512 | 0.8326 | 0.9125 |
474
- | 0.3309 | 35.25 | 846 | 0.8322 | 0.4512 | 0.8322 | 0.9123 |
475
- | 0.3309 | 35.3333 | 848 | 0.8380 | 0.4603 | 0.8380 | 0.9154 |
476
- | 0.3309 | 35.4167 | 850 | 0.8301 | 0.4963 | 0.8301 | 0.9111 |
477
- | 0.3309 | 35.5 | 852 | 0.7949 | 0.5322 | 0.7949 | 0.8916 |
478
- | 0.3309 | 35.5833 | 854 | 0.7728 | 0.5606 | 0.7728 | 0.8791 |
479
- | 0.3309 | 35.6667 | 856 | 0.7718 | 0.4712 | 0.7718 | 0.8785 |
480
- | 0.3309 | 35.75 | 858 | 0.7744 | 0.5399 | 0.7744 | 0.8800 |
481
- | 0.3309 | 35.8333 | 860 | 0.7794 | 0.5606 | 0.7794 | 0.8828 |
482
- | 0.3309 | 35.9167 | 862 | 0.7966 | 0.5450 | 0.7966 | 0.8925 |
483
- | 0.3309 | 36.0 | 864 | 0.8341 | 0.4963 | 0.8341 | 0.9133 |
484
- | 0.3309 | 36.0833 | 866 | 0.8518 | 0.4711 | 0.8518 | 0.9230 |
485
- | 0.3309 | 36.1667 | 868 | 0.8348 | 0.4963 | 0.8348 | 0.9137 |
486
- | 0.3309 | 36.25 | 870 | 0.8123 | 0.4804 | 0.8123 | 0.9013 |
487
- | 0.3309 | 36.3333 | 872 | 0.8013 | 0.3974 | 0.8013 | 0.8951 |
488
- | 0.3309 | 36.4167 | 874 | 0.7901 | 0.4363 | 0.7901 | 0.8888 |
489
- | 0.3309 | 36.5 | 876 | 0.7767 | 0.5061 | 0.7767 | 0.8813 |
490
- | 0.3309 | 36.5833 | 878 | 0.7700 | 0.5450 | 0.7700 | 0.8775 |
491
- | 0.3309 | 36.6667 | 880 | 0.7662 | 0.5595 | 0.7662 | 0.8753 |
492
- | 0.3309 | 36.75 | 882 | 0.7681 | 0.5595 | 0.7681 | 0.8764 |
493
- | 0.3309 | 36.8333 | 884 | 0.7720 | 0.5570 | 0.7720 | 0.8787 |
494
- | 0.3309 | 36.9167 | 886 | 0.7975 | 0.5406 | 0.7975 | 0.8930 |
495
- | 0.3309 | 37.0 | 888 | 0.8169 | 0.5086 | 0.8169 | 0.9039 |
496
- | 0.3309 | 37.0833 | 890 | 0.8196 | 0.5086 | 0.8196 | 0.9053 |
497
- | 0.3309 | 37.1667 | 892 | 0.8019 | 0.5086 | 0.8019 | 0.8955 |
498
- | 0.3309 | 37.25 | 894 | 0.7690 | 0.5501 | 0.7690 | 0.8769 |
499
- | 0.3309 | 37.3333 | 896 | 0.7562 | 0.5552 | 0.7562 | 0.8696 |
500
- | 0.3309 | 37.4167 | 898 | 0.7558 | 0.5125 | 0.7558 | 0.8694 |
501
- | 0.3309 | 37.5 | 900 | 0.7531 | 0.5552 | 0.7531 | 0.8678 |
502
- | 0.3309 | 37.5833 | 902 | 0.7624 | 0.5403 | 0.7624 | 0.8732 |
503
- | 0.3309 | 37.6667 | 904 | 0.7786 | 0.5570 | 0.7786 | 0.8824 |
504
- | 0.3309 | 37.75 | 906 | 0.7846 | 0.5570 | 0.7846 | 0.8858 |
505
- | 0.3309 | 37.8333 | 908 | 0.7909 | 0.5451 | 0.7909 | 0.8893 |
506
- | 0.3309 | 37.9167 | 910 | 0.7742 | 0.5403 | 0.7742 | 0.8799 |
507
- | 0.3309 | 38.0 | 912 | 0.7628 | 0.5455 | 0.7628 | 0.8734 |
508
- | 0.3309 | 38.0833 | 914 | 0.7640 | 0.5175 | 0.7640 | 0.8741 |
509
- | 0.3309 | 38.1667 | 916 | 0.7706 | 0.4792 | 0.7706 | 0.8779 |
510
- | 0.3309 | 38.25 | 918 | 0.7741 | 0.4792 | 0.7741 | 0.8798 |
511
- | 0.3309 | 38.3333 | 920 | 0.7773 | 0.5450 | 0.7773 | 0.8816 |
512
- | 0.3309 | 38.4167 | 922 | 0.7768 | 0.5426 | 0.7768 | 0.8814 |
513
- | 0.3309 | 38.5 | 924 | 0.7737 | 0.5450 | 0.7737 | 0.8796 |
514
- | 0.3309 | 38.5833 | 926 | 0.7693 | 0.4792 | 0.7693 | 0.8771 |
515
- | 0.3309 | 38.6667 | 928 | 0.7711 | 0.4792 | 0.7711 | 0.8781 |
516
- | 0.3309 | 38.75 | 930 | 0.7746 | 0.4792 | 0.7746 | 0.8801 |
517
- | 0.3309 | 38.8333 | 932 | 0.7769 | 0.5450 | 0.7769 | 0.8814 |
518
- | 0.3309 | 38.9167 | 934 | 0.7846 | 0.5192 | 0.7846 | 0.8858 |
519
- | 0.3309 | 39.0 | 936 | 0.7847 | 0.5192 | 0.7847 | 0.8858 |
520
- | 0.3309 | 39.0833 | 938 | 0.7897 | 0.5192 | 0.7897 | 0.8886 |
521
- | 0.3309 | 39.1667 | 940 | 0.7892 | 0.5062 | 0.7892 | 0.8884 |
522
- | 0.3309 | 39.25 | 942 | 0.7782 | 0.5192 | 0.7782 | 0.8822 |
523
- | 0.3309 | 39.3333 | 944 | 0.7779 | 0.5374 | 0.7779 | 0.8820 |
524
- | 0.3309 | 39.4167 | 946 | 0.7720 | 0.5595 | 0.7720 | 0.8786 |
525
- | 0.3309 | 39.5 | 948 | 0.7859 | 0.5451 | 0.7859 | 0.8865 |
526
- | 0.3309 | 39.5833 | 950 | 0.7911 | 0.5451 | 0.7911 | 0.8895 |
527
- | 0.3309 | 39.6667 | 952 | 0.8049 | 0.5451 | 0.8049 | 0.8972 |
528
- | 0.3309 | 39.75 | 954 | 0.8269 | 0.4889 | 0.8269 | 0.9093 |
529
- | 0.3309 | 39.8333 | 956 | 0.8444 | 0.4546 | 0.8444 | 0.9189 |
530
- | 0.3309 | 39.9167 | 958 | 0.8421 | 0.4420 | 0.8421 | 0.9176 |
531
- | 0.3309 | 40.0 | 960 | 0.8194 | 0.5136 | 0.8194 | 0.9052 |
532
- | 0.3309 | 40.0833 | 962 | 0.7874 | 0.5300 | 0.7874 | 0.8874 |
533
- | 0.3309 | 40.1667 | 964 | 0.7706 | 0.4898 | 0.7706 | 0.8778 |
534
- | 0.3309 | 40.25 | 966 | 0.7751 | 0.4898 | 0.7751 | 0.8804 |
535
- | 0.3309 | 40.3333 | 968 | 0.7779 | 0.4879 | 0.7779 | 0.8820 |
536
- | 0.3309 | 40.4167 | 970 | 0.7848 | 0.5322 | 0.7848 | 0.8859 |
537
- | 0.3309 | 40.5 | 972 | 0.7831 | 0.4563 | 0.7831 | 0.8849 |
538
- | 0.3309 | 40.5833 | 974 | 0.7782 | 0.4563 | 0.7782 | 0.8822 |
539
- | 0.3309 | 40.6667 | 976 | 0.7737 | 0.5455 | 0.7737 | 0.8796 |
540
- | 0.3309 | 40.75 | 978 | 0.7805 | 0.5648 | 0.7805 | 0.8834 |
541
- | 0.3309 | 40.8333 | 980 | 0.8003 | 0.5432 | 0.8003 | 0.8946 |
542
- | 0.3309 | 40.9167 | 982 | 0.8039 | 0.5432 | 0.8039 | 0.8966 |
543
- | 0.3309 | 41.0 | 984 | 0.8040 | 0.5455 | 0.8040 | 0.8966 |
544
- | 0.3309 | 41.0833 | 986 | 0.8071 | 0.5524 | 0.8071 | 0.8984 |
545
- | 0.3309 | 41.1667 | 988 | 0.8057 | 0.5322 | 0.8057 | 0.8976 |
546
- | 0.3309 | 41.25 | 990 | 0.7969 | 0.4792 | 0.7969 | 0.8927 |
547
- | 0.3309 | 41.3333 | 992 | 0.7972 | 0.4792 | 0.7972 | 0.8929 |
548
- | 0.3309 | 41.4167 | 994 | 0.8066 | 0.4879 | 0.8066 | 0.8981 |
549
- | 0.3309 | 41.5 | 996 | 0.8098 | 0.5322 | 0.8098 | 0.8999 |
550
- | 0.3309 | 41.5833 | 998 | 0.8063 | 0.5322 | 0.8063 | 0.8979 |
551
- | 0.0579 | 41.6667 | 1000 | 0.8111 | 0.5300 | 0.8111 | 0.9006 |
552
- | 0.0579 | 41.75 | 1002 | 0.8015 | 0.5300 | 0.8015 | 0.8953 |
553
- | 0.0579 | 41.8333 | 1004 | 0.7866 | 0.5426 | 0.7866 | 0.8869 |
554
- | 0.0579 | 41.9167 | 1006 | 0.7792 | 0.4995 | 0.7792 | 0.8827 |
555
- | 0.0579 | 42.0 | 1008 | 0.7736 | 0.4995 | 0.7736 | 0.8796 |
556
- | 0.0579 | 42.0833 | 1010 | 0.7688 | 0.5044 | 0.7688 | 0.8768 |
557
- | 0.0579 | 42.1667 | 1012 | 0.7783 | 0.5403 | 0.7783 | 0.8822 |
558
- | 0.0579 | 42.25 | 1014 | 0.8041 | 0.5451 | 0.8041 | 0.8967 |
559
- | 0.0579 | 42.3333 | 1016 | 0.8320 | 0.4876 | 0.8320 | 0.9121 |
560
- | 0.0579 | 42.4167 | 1018 | 0.8594 | 0.4540 | 0.8594 | 0.9271 |
561
- | 0.0579 | 42.5 | 1020 | 0.8754 | 0.4540 | 0.8754 | 0.9356 |
562
- | 0.0579 | 42.5833 | 1022 | 0.9015 | 0.4289 | 0.9015 | 0.9495 |
563
- | 0.0579 | 42.6667 | 1024 | 0.8962 | 0.4289 | 0.8962 | 0.9467 |
564
 
565
 
566
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
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+ - Loss: 1.2431
19
+ - Qwk: 0.1943
20
+ - Mse: 1.2431
21
+ - Rmse: 1.1150
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 4.8934 | -0.0161 | 4.8934 | 2.2121 |
53
+ | No log | 0.2667 | 4 | 3.1330 | -0.0272 | 3.1330 | 1.7700 |
54
+ | No log | 0.4 | 6 | 2.0528 | -0.0494 | 2.0528 | 1.4328 |
55
+ | No log | 0.5333 | 8 | 1.9542 | -0.0233 | 1.9542 | 1.3979 |
56
+ | No log | 0.6667 | 10 | 1.3928 | 0.0133 | 1.3928 | 1.1802 |
57
+ | No log | 0.8 | 12 | 1.2597 | 0.1109 | 1.2597 | 1.1224 |
58
+ | No log | 0.9333 | 14 | 1.3411 | 0.0481 | 1.3411 | 1.1581 |
59
+ | No log | 1.0667 | 16 | 1.3046 | 0.0883 | 1.3046 | 1.1422 |
60
+ | No log | 1.2 | 18 | 1.3433 | 0.0230 | 1.3433 | 1.1590 |
61
+ | No log | 1.3333 | 20 | 1.2608 | 0.2569 | 1.2608 | 1.1228 |
62
+ | No log | 1.4667 | 22 | 1.2906 | 0.1020 | 1.2906 | 1.1360 |
63
+ | No log | 1.6 | 24 | 1.2639 | 0.3263 | 1.2639 | 1.1243 |
64
+ | No log | 1.7333 | 26 | 1.2768 | 0.3018 | 1.2768 | 1.1300 |
65
+ | No log | 1.8667 | 28 | 1.3665 | 0.0741 | 1.3665 | 1.1690 |
66
+ | No log | 2.0 | 30 | 1.4697 | 0.0964 | 1.4697 | 1.2123 |
67
+ | No log | 2.1333 | 32 | 1.4091 | 0.1753 | 1.4091 | 1.1871 |
68
+ | No log | 2.2667 | 34 | 1.3162 | 0.2011 | 1.3162 | 1.1473 |
69
+ | No log | 2.4 | 36 | 1.4055 | 0.1851 | 1.4055 | 1.1855 |
70
+ | No log | 2.5333 | 38 | 1.5766 | 0.1304 | 1.5766 | 1.2556 |
71
+ | No log | 2.6667 | 40 | 1.4193 | 0.2055 | 1.4193 | 1.1914 |
72
+ | No log | 2.8 | 42 | 1.2987 | 0.2309 | 1.2987 | 1.1396 |
73
+ | No log | 2.9333 | 44 | 1.1877 | 0.3987 | 1.1877 | 1.0898 |
74
+ | No log | 3.0667 | 46 | 1.2158 | 0.2699 | 1.2158 | 1.1026 |
75
+ | No log | 3.2 | 48 | 1.4038 | 0.2266 | 1.4038 | 1.1848 |
76
+ | No log | 3.3333 | 50 | 1.3939 | 0.2171 | 1.3939 | 1.1806 |
77
+ | No log | 3.4667 | 52 | 1.3309 | 0.2424 | 1.3309 | 1.1537 |
78
+ | No log | 3.6 | 54 | 1.3260 | 0.1511 | 1.3260 | 1.1515 |
79
+ | No log | 3.7333 | 56 | 1.2848 | 0.2399 | 1.2848 | 1.1335 |
80
+ | No log | 3.8667 | 58 | 1.3016 | 0.2524 | 1.3016 | 1.1409 |
81
+ | No log | 4.0 | 60 | 1.1596 | 0.2712 | 1.1596 | 1.0769 |
82
+ | No log | 4.1333 | 62 | 1.1324 | 0.2776 | 1.1324 | 1.0642 |
83
+ | No log | 4.2667 | 64 | 1.0927 | 0.2676 | 1.0927 | 1.0453 |
84
+ | No log | 4.4 | 66 | 1.1646 | 0.2978 | 1.1646 | 1.0792 |
85
+ | No log | 4.5333 | 68 | 1.1490 | 0.2755 | 1.1490 | 1.0719 |
86
+ | No log | 4.6667 | 70 | 1.0902 | 0.4023 | 1.0902 | 1.0441 |
87
+ | No log | 4.8 | 72 | 1.1228 | 0.4023 | 1.1228 | 1.0596 |
88
+ | No log | 4.9333 | 74 | 1.0889 | 0.3310 | 1.0889 | 1.0435 |
89
+ | No log | 5.0667 | 76 | 1.2721 | 0.3448 | 1.2721 | 1.1279 |
90
+ | No log | 5.2 | 78 | 1.6244 | 0.2810 | 1.6244 | 1.2745 |
91
+ | No log | 5.3333 | 80 | 1.4526 | 0.3511 | 1.4526 | 1.2052 |
92
+ | No log | 5.4667 | 82 | 1.0581 | 0.4143 | 1.0581 | 1.0287 |
93
+ | No log | 5.6 | 84 | 1.1284 | 0.3736 | 1.1284 | 1.0623 |
94
+ | No log | 5.7333 | 86 | 1.0618 | 0.4218 | 1.0618 | 1.0304 |
95
+ | No log | 5.8667 | 88 | 1.1481 | 0.3564 | 1.1481 | 1.0715 |
96
+ | No log | 6.0 | 90 | 1.5787 | 0.2894 | 1.5787 | 1.2565 |
97
+ | No log | 6.1333 | 92 | 1.5419 | 0.3690 | 1.5419 | 1.2417 |
98
+ | No log | 6.2667 | 94 | 1.2229 | 0.2758 | 1.2229 | 1.1059 |
99
+ | No log | 6.4 | 96 | 1.0903 | 0.2739 | 1.0903 | 1.0442 |
100
+ | No log | 6.5333 | 98 | 1.1273 | 0.3021 | 1.1273 | 1.0617 |
101
+ | No log | 6.6667 | 100 | 1.0969 | 0.3021 | 1.0969 | 1.0473 |
102
+ | No log | 6.8 | 102 | 1.2502 | 0.3960 | 1.2502 | 1.1181 |
103
+ | No log | 6.9333 | 104 | 1.5148 | 0.3825 | 1.5148 | 1.2308 |
104
+ | No log | 7.0667 | 106 | 1.4352 | 0.3809 | 1.4352 | 1.1980 |
105
+ | No log | 7.2 | 108 | 1.4892 | 0.3643 | 1.4892 | 1.2203 |
106
+ | No log | 7.3333 | 110 | 1.3173 | 0.3889 | 1.3173 | 1.1477 |
107
+ | No log | 7.4667 | 112 | 1.1775 | 0.3278 | 1.1775 | 1.0851 |
108
+ | No log | 7.6 | 114 | 1.1573 | 0.2579 | 1.1573 | 1.0758 |
109
+ | No log | 7.7333 | 116 | 1.2919 | 0.2983 | 1.2919 | 1.1366 |
110
+ | No log | 7.8667 | 118 | 1.5300 | 0.3521 | 1.5300 | 1.2369 |
111
+ | No log | 8.0 | 120 | 1.5295 | 0.3521 | 1.5295 | 1.2367 |
112
+ | No log | 8.1333 | 122 | 1.3118 | 0.2201 | 1.3118 | 1.1453 |
113
+ | No log | 8.2667 | 124 | 1.1451 | 0.1776 | 1.1451 | 1.0701 |
114
+ | No log | 8.4 | 126 | 1.1880 | 0.2391 | 1.1880 | 1.0900 |
115
+ | No log | 8.5333 | 128 | 1.4049 | 0.3641 | 1.4049 | 1.1853 |
116
+ | No log | 8.6667 | 130 | 1.7339 | 0.2516 | 1.7339 | 1.3168 |
117
+ | No log | 8.8 | 132 | 1.7698 | 0.2190 | 1.7698 | 1.3303 |
118
+ | No log | 8.9333 | 134 | 1.7994 | 0.1911 | 1.7994 | 1.3414 |
119
+ | No log | 9.0667 | 136 | 1.6055 | 0.3861 | 1.6055 | 1.2671 |
120
+ | No log | 9.2 | 138 | 1.2005 | 0.3832 | 1.2005 | 1.0957 |
121
+ | No log | 9.3333 | 140 | 1.0572 | 0.2757 | 1.0572 | 1.0282 |
122
+ | No log | 9.4667 | 142 | 1.0800 | 0.3209 | 1.0800 | 1.0392 |
123
+ | No log | 9.6 | 144 | 1.2448 | 0.3325 | 1.2448 | 1.1157 |
124
+ | No log | 9.7333 | 146 | 1.4567 | 0.4230 | 1.4567 | 1.2070 |
125
+ | No log | 9.8667 | 148 | 1.5393 | 0.3894 | 1.5393 | 1.2407 |
126
+ | No log | 10.0 | 150 | 1.4690 | 0.3894 | 1.4690 | 1.2120 |
127
+ | No log | 10.1333 | 152 | 1.1224 | 0.3290 | 1.1224 | 1.0595 |
128
+ | No log | 10.2667 | 154 | 0.9865 | 0.4409 | 0.9865 | 0.9932 |
129
+ | No log | 10.4 | 156 | 0.9828 | 0.4277 | 0.9828 | 0.9913 |
130
+ | No log | 10.5333 | 158 | 1.0919 | 0.3227 | 1.0919 | 1.0449 |
131
+ | No log | 10.6667 | 160 | 1.5040 | 0.4024 | 1.5040 | 1.2264 |
132
+ | No log | 10.8 | 162 | 1.6296 | 0.3851 | 1.6296 | 1.2766 |
133
+ | No log | 10.9333 | 164 | 1.4966 | 0.4024 | 1.4966 | 1.2233 |
134
+ | No log | 11.0667 | 166 | 1.2765 | 0.3442 | 1.2765 | 1.1298 |
135
+ | No log | 11.2 | 168 | 1.0921 | 0.2270 | 1.0921 | 1.0450 |
136
+ | No log | 11.3333 | 170 | 1.0381 | 0.3914 | 1.0381 | 1.0189 |
137
+ | No log | 11.4667 | 172 | 1.0664 | 0.2530 | 1.0664 | 1.0327 |
138
+ | No log | 11.6 | 174 | 1.3104 | 0.3045 | 1.3104 | 1.1447 |
139
+ | No log | 11.7333 | 176 | 1.5074 | 0.3713 | 1.5074 | 1.2278 |
140
+ | No log | 11.8667 | 178 | 1.3213 | 0.3259 | 1.3213 | 1.1495 |
141
+ | No log | 12.0 | 180 | 1.0851 | 0.2054 | 1.0851 | 1.0417 |
142
+ | No log | 12.1333 | 182 | 1.0304 | 0.2520 | 1.0304 | 1.0151 |
143
+ | No log | 12.2667 | 184 | 1.0277 | 0.1671 | 1.0277 | 1.0138 |
144
+ | No log | 12.4 | 186 | 1.0807 | 0.2011 | 1.0807 | 1.0396 |
145
+ | No log | 12.5333 | 188 | 1.4008 | 0.3926 | 1.4008 | 1.1836 |
146
+ | No log | 12.6667 | 190 | 1.6188 | 0.3500 | 1.6188 | 1.2723 |
147
+ | No log | 12.8 | 192 | 1.5168 | 0.3835 | 1.5168 | 1.2316 |
148
+ | No log | 12.9333 | 194 | 1.2258 | 0.3301 | 1.2258 | 1.1072 |
149
+ | No log | 13.0667 | 196 | 1.0165 | 0.2904 | 1.0165 | 1.0082 |
150
+ | No log | 13.2 | 198 | 0.9904 | 0.3548 | 0.9904 | 0.9952 |
151
+ | No log | 13.3333 | 200 | 1.0243 | 0.2594 | 1.0243 | 1.0121 |
152
+ | No log | 13.4667 | 202 | 1.1092 | 0.3478 | 1.1092 | 1.0532 |
153
+ | No log | 13.6 | 204 | 1.2315 | 0.3375 | 1.2315 | 1.1097 |
154
+ | No log | 13.7333 | 206 | 1.2668 | 0.3534 | 1.2668 | 1.1255 |
155
+ | No log | 13.8667 | 208 | 1.1569 | 0.2634 | 1.1569 | 1.0756 |
156
+ | No log | 14.0 | 210 | 1.0447 | 0.2654 | 1.0447 | 1.0221 |
157
+ | No log | 14.1333 | 212 | 1.0044 | 0.3427 | 1.0044 | 1.0022 |
158
+ | No log | 14.2667 | 214 | 1.0261 | 0.2976 | 1.0261 | 1.0130 |
159
+ | No log | 14.4 | 216 | 1.1251 | 0.2622 | 1.1251 | 1.0607 |
160
+ | No log | 14.5333 | 218 | 1.3076 | 0.3401 | 1.3076 | 1.1435 |
161
+ | No log | 14.6667 | 220 | 1.3876 | 0.4127 | 1.3876 | 1.1780 |
162
+ | No log | 14.8 | 222 | 1.5058 | 0.3652 | 1.5058 | 1.2271 |
163
+ | No log | 14.9333 | 224 | 1.3696 | 0.4310 | 1.3696 | 1.1703 |
164
+ | No log | 15.0667 | 226 | 1.2700 | 0.2885 | 1.2700 | 1.1269 |
165
+ | No log | 15.2 | 228 | 1.1320 | 0.2723 | 1.1320 | 1.0640 |
166
+ | No log | 15.3333 | 230 | 1.0706 | 0.3243 | 1.0706 | 1.0347 |
167
+ | No log | 15.4667 | 232 | 1.0607 | 0.2446 | 1.0607 | 1.0299 |
168
+ | No log | 15.6 | 234 | 1.0715 | 0.2060 | 1.0715 | 1.0352 |
169
+ | No log | 15.7333 | 236 | 1.1089 | 0.1857 | 1.1089 | 1.0531 |
170
+ | No log | 15.8667 | 238 | 1.1025 | 0.1857 | 1.1025 | 1.0500 |
171
+ | No log | 16.0 | 240 | 1.0590 | 0.2446 | 1.0590 | 1.0291 |
172
+ | No log | 16.1333 | 242 | 1.0620 | 0.2446 | 1.0620 | 1.0305 |
173
+ | No log | 16.2667 | 244 | 1.1544 | 0.1997 | 1.1544 | 1.0744 |
174
+ | No log | 16.4 | 246 | 1.2204 | 0.1899 | 1.2204 | 1.1047 |
175
+ | No log | 16.5333 | 248 | 1.2228 | 0.2349 | 1.2228 | 1.1058 |
176
+ | No log | 16.6667 | 250 | 1.1913 | 0.2041 | 1.1913 | 1.0915 |
177
+ | No log | 16.8 | 252 | 1.1614 | 0.1707 | 1.1614 | 1.0777 |
178
+ | No log | 16.9333 | 254 | 1.1336 | 0.1707 | 1.1336 | 1.0647 |
179
+ | No log | 17.0667 | 256 | 1.0837 | 0.1864 | 1.0837 | 1.0410 |
180
+ | No log | 17.2 | 258 | 1.1371 | 0.1654 | 1.1371 | 1.0664 |
181
+ | No log | 17.3333 | 260 | 1.2776 | 0.1980 | 1.2776 | 1.1303 |
182
+ | No log | 17.4667 | 262 | 1.3569 | 0.2325 | 1.3569 | 1.1648 |
183
+ | No log | 17.6 | 264 | 1.2728 | 0.1980 | 1.2728 | 1.1282 |
184
+ | No log | 17.7333 | 266 | 1.2170 | 0.1807 | 1.2170 | 1.1032 |
185
+ | No log | 17.8667 | 268 | 1.1414 | 0.2144 | 1.1414 | 1.0683 |
186
+ | No log | 18.0 | 270 | 1.1629 | 0.2184 | 1.1629 | 1.0784 |
187
+ | No log | 18.1333 | 272 | 1.2481 | 0.2399 | 1.2481 | 1.1172 |
188
+ | No log | 18.2667 | 274 | 1.3092 | 0.2568 | 1.3092 | 1.1442 |
189
+ | No log | 18.4 | 276 | 1.4226 | 0.3173 | 1.4226 | 1.1927 |
190
+ | No log | 18.5333 | 278 | 1.3660 | 0.3366 | 1.3660 | 1.1688 |
191
+ | No log | 18.6667 | 280 | 1.1928 | 0.3004 | 1.1928 | 1.0921 |
192
+ | No log | 18.8 | 282 | 1.1112 | 0.2766 | 1.1112 | 1.0541 |
193
+ | No log | 18.9333 | 284 | 1.1142 | 0.2981 | 1.1142 | 1.0555 |
194
+ | No log | 19.0667 | 286 | 1.1259 | 0.3222 | 1.1259 | 1.0611 |
195
+ | No log | 19.2 | 288 | 1.1269 | 0.3222 | 1.1269 | 1.0616 |
196
+ | No log | 19.3333 | 290 | 1.2100 | 0.3281 | 1.2100 | 1.1000 |
197
+ | No log | 19.4667 | 292 | 1.3318 | 0.3317 | 1.3318 | 1.1540 |
198
+ | No log | 19.6 | 294 | 1.3093 | 0.3339 | 1.3093 | 1.1443 |
199
+ | No log | 19.7333 | 296 | 1.2582 | 0.3163 | 1.2582 | 1.1217 |
200
+ | No log | 19.8667 | 298 | 1.2238 | 0.2534 | 1.2238 | 1.1063 |
201
+ | No log | 20.0 | 300 | 1.2329 | 0.2301 | 1.2329 | 1.1104 |
202
+ | No log | 20.1333 | 302 | 1.1730 | 0.1801 | 1.1730 | 1.0831 |
203
+ | No log | 20.2667 | 304 | 1.1408 | 0.1807 | 1.1408 | 1.0681 |
204
+ | No log | 20.4 | 306 | 1.1579 | 0.1854 | 1.1579 | 1.0760 |
205
+ | No log | 20.5333 | 308 | 1.2056 | 0.2163 | 1.2056 | 1.0980 |
206
+ | No log | 20.6667 | 310 | 1.2511 | 0.2767 | 1.2511 | 1.1185 |
207
+ | No log | 20.8 | 312 | 1.1979 | 0.2758 | 1.1979 | 1.0945 |
208
+ | No log | 20.9333 | 314 | 1.1161 | 0.2054 | 1.1161 | 1.0564 |
209
+ | No log | 21.0667 | 316 | 1.1285 | 0.1913 | 1.1285 | 1.0623 |
210
+ | No log | 21.2 | 318 | 1.2060 | 0.2261 | 1.2060 | 1.0982 |
211
+ | No log | 21.3333 | 320 | 1.3566 | 0.2947 | 1.3566 | 1.1647 |
212
+ | No log | 21.4667 | 322 | 1.4233 | 0.3254 | 1.4233 | 1.1930 |
213
+ | No log | 21.6 | 324 | 1.3281 | 0.2540 | 1.3281 | 1.1524 |
214
+ | No log | 21.7333 | 326 | 1.1611 | 0.2530 | 1.1611 | 1.0775 |
215
+ | No log | 21.8667 | 328 | 1.1043 | 0.2830 | 1.1043 | 1.0508 |
216
+ | No log | 22.0 | 330 | 1.1211 | 0.2830 | 1.1211 | 1.0588 |
217
+ | No log | 22.1333 | 332 | 1.1949 | 0.2819 | 1.1949 | 1.0931 |
218
+ | No log | 22.2667 | 334 | 1.3422 | 0.2945 | 1.3422 | 1.1585 |
219
+ | No log | 22.4 | 336 | 1.5354 | 0.2768 | 1.5354 | 1.2391 |
220
+ | No log | 22.5333 | 338 | 1.5296 | 0.2731 | 1.5296 | 1.2368 |
221
+ | No log | 22.6667 | 340 | 1.3255 | 0.2568 | 1.3255 | 1.1513 |
222
+ | No log | 22.8 | 342 | 1.1945 | 0.2593 | 1.1945 | 1.0929 |
223
+ | No log | 22.9333 | 344 | 1.1913 | 0.2333 | 1.1913 | 1.0915 |
224
+ | No log | 23.0667 | 346 | 1.2196 | 0.2028 | 1.2196 | 1.1043 |
225
+ | No log | 23.2 | 348 | 1.3054 | 0.1928 | 1.3054 | 1.1426 |
226
+ | No log | 23.3333 | 350 | 1.3086 | 0.1928 | 1.3086 | 1.1439 |
227
+ | No log | 23.4667 | 352 | 1.2751 | 0.2289 | 1.2751 | 1.1292 |
228
+ | No log | 23.6 | 354 | 1.2593 | 0.1935 | 1.2593 | 1.1222 |
229
+ | No log | 23.7333 | 356 | 1.2718 | 0.2607 | 1.2718 | 1.1277 |
230
+ | No log | 23.8667 | 358 | 1.3291 | 0.2206 | 1.3291 | 1.1529 |
231
+ | No log | 24.0 | 360 | 1.3825 | 0.2363 | 1.3825 | 1.1758 |
232
+ | No log | 24.1333 | 362 | 1.3296 | 0.2295 | 1.3296 | 1.1531 |
233
+ | No log | 24.2667 | 364 | 1.2570 | 0.2471 | 1.2570 | 1.1211 |
234
+ | No log | 24.4 | 366 | 1.1631 | 0.2362 | 1.1631 | 1.0785 |
235
+ | No log | 24.5333 | 368 | 1.1089 | 0.2727 | 1.1089 | 1.0530 |
236
+ | No log | 24.6667 | 370 | 1.0968 | 0.2637 | 1.0968 | 1.0473 |
237
+ | No log | 24.8 | 372 | 1.1375 | 0.2727 | 1.1375 | 1.0665 |
238
+ | No log | 24.9333 | 374 | 1.2133 | 0.2518 | 1.2133 | 1.1015 |
239
+ | No log | 25.0667 | 376 | 1.2388 | 0.3106 | 1.2388 | 1.1130 |
240
+ | No log | 25.2 | 378 | 1.1762 | 0.2250 | 1.1762 | 1.0845 |
241
+ | No log | 25.3333 | 380 | 1.1378 | 0.2384 | 1.1378 | 1.0667 |
242
+ | No log | 25.4667 | 382 | 1.1317 | 0.2431 | 1.1317 | 1.0638 |
243
+ | No log | 25.6 | 384 | 1.1221 | 0.2463 | 1.1221 | 1.0593 |
244
+ | No log | 25.7333 | 386 | 1.1485 | 0.2706 | 1.1485 | 1.0717 |
245
+ | No log | 25.8667 | 388 | 1.2468 | 0.3025 | 1.2468 | 1.1166 |
246
+ | No log | 26.0 | 390 | 1.4123 | 0.3421 | 1.4123 | 1.1884 |
247
+ | No log | 26.1333 | 392 | 1.4247 | 0.2899 | 1.4247 | 1.1936 |
248
+ | No log | 26.2667 | 394 | 1.2984 | 0.3324 | 1.2984 | 1.1395 |
249
+ | No log | 26.4 | 396 | 1.1484 | 0.2706 | 1.1484 | 1.0716 |
250
+ | No log | 26.5333 | 398 | 1.0786 | 0.2054 | 1.0786 | 1.0386 |
251
+ | No log | 26.6667 | 400 | 1.0830 | 0.2144 | 1.0830 | 1.0407 |
252
+ | No log | 26.8 | 402 | 1.0839 | 0.2054 | 1.0839 | 1.0411 |
253
+ | No log | 26.9333 | 404 | 1.1294 | 0.2235 | 1.1294 | 1.0627 |
254
+ | No log | 27.0667 | 406 | 1.1566 | 0.2273 | 1.1566 | 1.0755 |
255
+ | No log | 27.2 | 408 | 1.1169 | 0.2144 | 1.1169 | 1.0569 |
256
+ | No log | 27.3333 | 410 | 1.0660 | 0.2496 | 1.0660 | 1.0325 |
257
+ | No log | 27.4667 | 412 | 1.0434 | 0.3663 | 1.0434 | 1.0215 |
258
+ | No log | 27.6 | 414 | 1.0593 | 0.2995 | 1.0593 | 1.0292 |
259
+ | No log | 27.7333 | 416 | 1.0793 | 0.2206 | 1.0793 | 1.0389 |
260
+ | No log | 27.8667 | 418 | 1.1143 | 0.2195 | 1.1143 | 1.0556 |
261
+ | No log | 28.0 | 420 | 1.1551 | 0.1860 | 1.1551 | 1.0747 |
262
+ | No log | 28.1333 | 422 | 1.1466 | 0.1860 | 1.1466 | 1.0708 |
263
+ | No log | 28.2667 | 424 | 1.0789 | 0.2195 | 1.0789 | 1.0387 |
264
+ | No log | 28.4 | 426 | 1.0475 | 0.2530 | 1.0475 | 1.0235 |
265
+ | No log | 28.5333 | 428 | 1.0621 | 0.2515 | 1.0621 | 1.0306 |
266
+ | No log | 28.6667 | 430 | 1.1352 | 0.2235 | 1.1352 | 1.0655 |
267
+ | No log | 28.8 | 432 | 1.2066 | 0.2431 | 1.2066 | 1.0985 |
268
+ | No log | 28.9333 | 434 | 1.2819 | 0.3145 | 1.2819 | 1.1322 |
269
+ | No log | 29.0667 | 436 | 1.2371 | 0.3084 | 1.2371 | 1.1123 |
270
+ | No log | 29.2 | 438 | 1.2156 | 0.3084 | 1.2156 | 1.1025 |
271
+ | No log | 29.3333 | 440 | 1.2119 | 0.3084 | 1.2119 | 1.1009 |
272
+ | No log | 29.4667 | 442 | 1.2008 | 0.3303 | 1.2008 | 1.0958 |
273
+ | No log | 29.6 | 444 | 1.1822 | 0.3408 | 1.1822 | 1.0873 |
274
+ | No log | 29.7333 | 446 | 1.1963 | 0.3408 | 1.1963 | 1.0937 |
275
+ | No log | 29.8667 | 448 | 1.2196 | 0.3084 | 1.2196 | 1.1043 |
276
+ | No log | 30.0 | 450 | 1.2110 | 0.3084 | 1.2110 | 1.1004 |
277
+ | No log | 30.1333 | 452 | 1.1578 | 0.3084 | 1.1578 | 1.0760 |
278
+ | No log | 30.2667 | 454 | 1.1119 | 0.3064 | 1.1119 | 1.0545 |
279
+ | No log | 30.4 | 456 | 1.1161 | 0.3022 | 1.1161 | 1.0564 |
280
+ | No log | 30.5333 | 458 | 1.1356 | 0.3022 | 1.1356 | 1.0657 |
281
+ | No log | 30.6667 | 460 | 1.1458 | 0.2411 | 1.1458 | 1.0704 |
282
+ | No log | 30.8 | 462 | 1.1923 | 0.2755 | 1.1923 | 1.0919 |
283
+ | No log | 30.9333 | 464 | 1.3188 | 0.2437 | 1.3188 | 1.1484 |
284
+ | No log | 31.0667 | 466 | 1.3892 | 0.2506 | 1.3892 | 1.1786 |
285
+ | No log | 31.2 | 468 | 1.3408 | 0.2574 | 1.3408 | 1.1579 |
286
+ | No log | 31.3333 | 470 | 1.2414 | 0.1995 | 1.2414 | 1.1142 |
287
+ | No log | 31.4667 | 472 | 1.1289 | 0.2515 | 1.1289 | 1.0625 |
288
+ | No log | 31.6 | 474 | 1.1009 | 0.2563 | 1.1009 | 1.0492 |
289
+ | No log | 31.7333 | 476 | 1.1444 | 0.2322 | 1.1444 | 1.0698 |
290
+ | No log | 31.8667 | 478 | 1.1988 | 0.2826 | 1.1988 | 1.0949 |
291
+ | No log | 32.0 | 480 | 1.2432 | 0.2154 | 1.2432 | 1.1150 |
292
+ | No log | 32.1333 | 482 | 1.2570 | 0.2430 | 1.2570 | 1.1212 |
293
+ | No log | 32.2667 | 484 | 1.2756 | 0.2662 | 1.2756 | 1.1294 |
294
+ | No log | 32.4 | 486 | 1.1952 | 0.25 | 1.1952 | 1.0933 |
295
+ | No log | 32.5333 | 488 | 1.1123 | 0.2864 | 1.1123 | 1.0547 |
296
+ | No log | 32.6667 | 490 | 1.0898 | 0.2683 | 1.0898 | 1.0439 |
297
+ | No log | 32.8 | 492 | 1.1108 | 0.2683 | 1.1108 | 1.0539 |
298
+ | No log | 32.9333 | 494 | 1.1696 | 0.2695 | 1.1696 | 1.0815 |
299
+ | No log | 33.0667 | 496 | 1.2395 | 0.3222 | 1.2395 | 1.1133 |
300
+ | No log | 33.2 | 498 | 1.2885 | 0.3719 | 1.2885 | 1.1351 |
301
+ | 0.251 | 33.3333 | 500 | 1.3712 | 0.2985 | 1.3712 | 1.1710 |
302
+ | 0.251 | 33.4667 | 502 | 1.3382 | 0.2568 | 1.3382 | 1.1568 |
303
+ | 0.251 | 33.6 | 504 | 1.2383 | 0.2362 | 1.2383 | 1.1128 |
304
+ | 0.251 | 33.7333 | 506 | 1.2062 | 0.2362 | 1.2062 | 1.0983 |
305
+ | 0.251 | 33.8667 | 508 | 1.2130 | 0.1995 | 1.2130 | 1.1014 |
306
+ | 0.251 | 34.0 | 510 | 1.2431 | 0.1943 | 1.2431 | 1.1150 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
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