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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_task2_organization

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Training in progress, step 500

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  1. README.md +270 -658
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_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: 0.7875
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- - Qwk: 0.5648
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- - Mse: 0.7875
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- - Rmse: 0.8874
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  ## Model description
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@@ -47,658 +47,270 @@ 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 | 0.1538 | 2 | 4.5521 | -0.0103 | 4.5521 | 2.1336 |
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- | No log | 0.3077 | 4 | 4.1596 | 0.0316 | 4.1596 | 2.0395 |
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- | No log | 0.4615 | 6 | 2.3858 | -0.0076 | 2.3858 | 1.5446 |
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- | No log | 0.6154 | 8 | 1.3692 | -0.0064 | 1.3692 | 1.1701 |
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- | No log | 0.7692 | 10 | 1.4849 | -0.0412 | 1.4849 | 1.2186 |
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- | No log | 0.9231 | 12 | 2.3608 | -0.0100 | 2.3608 | 1.5365 |
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- | No log | 1.0769 | 14 | 2.0693 | 0.0372 | 2.0693 | 1.4385 |
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- | No log | 1.2308 | 16 | 1.4683 | -0.0149 | 1.4683 | 1.2117 |
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- | No log | 1.3846 | 18 | 1.2469 | 0.1228 | 1.2469 | 1.1167 |
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- | No log | 1.5385 | 20 | 1.3802 | 0.0317 | 1.3802 | 1.1748 |
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- | No log | 1.6923 | 22 | 1.3709 | 0.0317 | 1.3709 | 1.1709 |
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- | No log | 1.8462 | 24 | 1.3736 | 0.0488 | 1.3736 | 1.1720 |
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- | No log | 2.0 | 26 | 1.1983 | 0.2108 | 1.1983 | 1.0947 |
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- | No log | 2.1538 | 28 | 1.0612 | 0.3474 | 1.0612 | 1.0301 |
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- | No log | 2.3077 | 30 | 1.0405 | 0.3616 | 1.0405 | 1.0200 |
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- | No log | 2.4615 | 32 | 1.1297 | 0.2203 | 1.1297 | 1.0629 |
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- | No log | 2.6154 | 34 | 1.2025 | 0.1255 | 1.2025 | 1.0966 |
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- | No log | 2.7692 | 36 | 1.1480 | 0.1438 | 1.1480 | 1.0715 |
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- | No log | 2.9231 | 38 | 1.0389 | 0.2836 | 1.0389 | 1.0193 |
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- | No log | 3.0769 | 40 | 1.0876 | 0.2203 | 1.0876 | 1.0429 |
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- | No log | 3.2308 | 42 | 1.1316 | 0.1865 | 1.1316 | 1.0638 |
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- | No log | 3.3846 | 44 | 1.0716 | 0.2395 | 1.0716 | 1.0352 |
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- | No log | 3.5385 | 46 | 1.0003 | 0.2738 | 1.0003 | 1.0001 |
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- | No log | 3.6923 | 48 | 1.0280 | 0.2738 | 1.0280 | 1.0139 |
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- | No log | 3.8462 | 50 | 1.0769 | 0.2298 | 1.0769 | 1.0377 |
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- | No log | 4.0 | 52 | 1.1080 | 0.1715 | 1.1080 | 1.0526 |
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- | No log | 4.1538 | 54 | 0.8763 | 0.4337 | 0.8763 | 0.9361 |
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- | No log | 4.3077 | 56 | 0.8075 | 0.4874 | 0.8075 | 0.8986 |
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- | No log | 4.4615 | 58 | 0.8103 | 0.4860 | 0.8103 | 0.9001 |
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- | No log | 4.6154 | 60 | 0.8198 | 0.4860 | 0.8198 | 0.9054 |
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- | No log | 4.7692 | 62 | 0.8233 | 0.5186 | 0.8233 | 0.9074 |
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- | No log | 4.9231 | 64 | 0.9249 | 0.5039 | 0.9249 | 0.9617 |
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- | No log | 5.0769 | 66 | 0.9721 | 0.5006 | 0.9721 | 0.9860 |
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- | No log | 5.2308 | 68 | 1.1743 | 0.4847 | 1.1743 | 1.0837 |
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- | No log | 5.3846 | 70 | 1.1268 | 0.4798 | 1.1268 | 1.0615 |
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- | No log | 5.5385 | 72 | 0.8799 | 0.5991 | 0.8799 | 0.9380 |
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- | No log | 5.6923 | 74 | 0.8228 | 0.5777 | 0.8228 | 0.9071 |
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- | No log | 5.8462 | 76 | 0.7834 | 0.6427 | 0.7834 | 0.8851 |
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- | No log | 6.0 | 78 | 0.7847 | 0.5856 | 0.7847 | 0.8859 |
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- | No log | 6.1538 | 80 | 0.8436 | 0.5543 | 0.8436 | 0.9185 |
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- | No log | 6.3077 | 82 | 0.8273 | 0.5420 | 0.8273 | 0.9095 |
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- | No log | 6.4615 | 84 | 0.8371 | 0.5836 | 0.8371 | 0.9149 |
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- | No log | 6.6154 | 86 | 1.0284 | 0.5375 | 1.0284 | 1.0141 |
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- | No log | 6.7692 | 88 | 1.0238 | 0.5375 | 1.0238 | 1.0118 |
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- | No log | 6.9231 | 90 | 0.8321 | 0.4935 | 0.8321 | 0.9122 |
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- | No log | 7.0769 | 92 | 0.9008 | 0.5378 | 0.9008 | 0.9491 |
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- | No log | 7.2308 | 94 | 1.0143 | 0.4712 | 1.0143 | 1.0071 |
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- | No log | 7.3846 | 96 | 0.8678 | 0.5688 | 0.8678 | 0.9316 |
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- | No log | 7.5385 | 98 | 0.8359 | 0.5693 | 0.8359 | 0.9143 |
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- | No log | 7.6923 | 100 | 0.8651 | 0.5441 | 0.8651 | 0.9301 |
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- | No log | 7.8462 | 102 | 0.8489 | 0.6109 | 0.8489 | 0.9213 |
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- | No log | 8.0 | 104 | 0.9007 | 0.5718 | 0.9007 | 0.9490 |
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- | No log | 8.1538 | 106 | 0.7881 | 0.6277 | 0.7881 | 0.8877 |
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- | No log | 8.3077 | 108 | 0.7836 | 0.6592 | 0.7836 | 0.8852 |
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- | No log | 8.4615 | 110 | 0.7835 | 0.6406 | 0.7835 | 0.8851 |
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- | No log | 8.6154 | 112 | 0.8728 | 0.5949 | 0.8728 | 0.9342 |
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- | No log | 8.7692 | 114 | 0.9025 | 0.5864 | 0.9025 | 0.9500 |
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- | No log | 8.9231 | 116 | 0.8531 | 0.6177 | 0.8531 | 0.9236 |
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- | No log | 9.0769 | 118 | 0.9064 | 0.5769 | 0.9064 | 0.9520 |
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- | No log | 9.2308 | 120 | 0.8081 | 0.5696 | 0.8081 | 0.8989 |
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- | No log | 9.3846 | 122 | 0.8404 | 0.5458 | 0.8404 | 0.9168 |
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- | No log | 9.5385 | 124 | 1.0540 | 0.3912 | 1.0540 | 1.0266 |
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- | No log | 9.6923 | 126 | 0.9226 | 0.5219 | 0.9226 | 0.9605 |
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- | No log | 9.8462 | 128 | 0.8124 | 0.5283 | 0.8124 | 0.9013 |
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- | No log | 10.0 | 130 | 0.9267 | 0.5050 | 0.9267 | 0.9627 |
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- | No log | 10.1538 | 132 | 0.8573 | 0.5521 | 0.8573 | 0.9259 |
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- | No log | 10.3077 | 134 | 0.8363 | 0.6767 | 0.8363 | 0.9145 |
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- | No log | 10.4615 | 136 | 1.1548 | 0.4752 | 1.1548 | 1.0746 |
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- | No log | 10.6154 | 138 | 1.1517 | 0.5070 | 1.1517 | 1.0732 |
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- | No log | 10.7692 | 140 | 0.9073 | 0.5567 | 0.9073 | 0.9525 |
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- | No log | 10.9231 | 142 | 0.9667 | 0.5050 | 0.9667 | 0.9832 |
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- | No log | 11.0769 | 144 | 1.0641 | 0.4225 | 1.0641 | 1.0316 |
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- | No log | 11.2308 | 146 | 0.9525 | 0.5140 | 0.9525 | 0.9760 |
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- | No log | 11.3846 | 148 | 0.8238 | 0.5596 | 0.8238 | 0.9076 |
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- | No log | 11.5385 | 150 | 0.9004 | 0.5301 | 0.9004 | 0.9489 |
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- | No log | 11.6923 | 152 | 0.9856 | 0.4792 | 0.9856 | 0.9928 |
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- | No log | 11.8462 | 154 | 0.9134 | 0.5211 | 0.9134 | 0.9557 |
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- | No log | 12.0 | 156 | 0.8209 | 0.5699 | 0.8209 | 0.9061 |
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- | No log | 12.1538 | 158 | 0.8187 | 0.5942 | 0.8187 | 0.9048 |
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- | No log | 12.3077 | 160 | 0.8592 | 0.5784 | 0.8592 | 0.9269 |
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- | No log | 12.4615 | 162 | 0.8641 | 0.5784 | 0.8641 | 0.9296 |
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- | No log | 12.6154 | 164 | 0.8400 | 0.5942 | 0.8400 | 0.9165 |
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- | No log | 12.7692 | 166 | 0.8457 | 0.4830 | 0.8457 | 0.9196 |
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- | No log | 12.9231 | 168 | 0.9202 | 0.5069 | 0.9202 | 0.9593 |
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- | No log | 13.0769 | 170 | 0.8744 | 0.4477 | 0.8744 | 0.9351 |
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- | No log | 13.2308 | 172 | 0.8736 | 0.4840 | 0.8736 | 0.9347 |
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- | No log | 13.3846 | 174 | 0.8948 | 0.5012 | 0.8948 | 0.9460 |
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- | No log | 13.5385 | 176 | 0.8478 | 0.5211 | 0.8478 | 0.9207 |
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- | No log | 13.6923 | 178 | 0.7985 | 0.5160 | 0.7985 | 0.8936 |
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- | No log | 13.8462 | 180 | 0.8120 | 0.6139 | 0.8120 | 0.9011 |
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- | No log | 14.0 | 182 | 0.8118 | 0.6241 | 0.8118 | 0.9010 |
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- | No log | 14.1538 | 184 | 0.7993 | 0.5439 | 0.7993 | 0.8940 |
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- | No log | 14.3077 | 186 | 0.7982 | 0.5439 | 0.7982 | 0.8934 |
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- | No log | 14.4615 | 188 | 0.7993 | 0.5439 | 0.7993 | 0.8941 |
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- | No log | 14.6154 | 190 | 0.8013 | 0.5439 | 0.8013 | 0.8952 |
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- | No log | 14.7692 | 192 | 0.8448 | 0.5933 | 0.8448 | 0.9191 |
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- | No log | 14.9231 | 194 | 0.9700 | 0.5360 | 0.9700 | 0.9849 |
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- | No log | 15.0769 | 196 | 0.9575 | 0.5343 | 0.9575 | 0.9785 |
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- | No log | 15.2308 | 198 | 0.8460 | 0.5855 | 0.8460 | 0.9198 |
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- | No log | 15.3846 | 200 | 0.8603 | 0.5338 | 0.8603 | 0.9275 |
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- | No log | 15.5385 | 202 | 0.8827 | 0.5478 | 0.8827 | 0.9395 |
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- | No log | 15.6923 | 204 | 0.8278 | 0.4890 | 0.8278 | 0.9098 |
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- | No log | 15.8462 | 206 | 0.7993 | 0.5902 | 0.7993 | 0.8941 |
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- | No log | 16.0 | 208 | 0.8747 | 0.5617 | 0.8747 | 0.9353 |
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- | No log | 16.1538 | 210 | 0.8628 | 0.5617 | 0.8628 | 0.9288 |
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- | No log | 16.3077 | 212 | 0.8018 | 0.5932 | 0.8018 | 0.8954 |
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- | No log | 16.4615 | 214 | 0.8173 | 0.4302 | 0.8173 | 0.9040 |
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- | No log | 16.6154 | 216 | 0.8313 | 0.4302 | 0.8313 | 0.9118 |
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- | No log | 16.7692 | 218 | 0.7961 | 0.5439 | 0.7961 | 0.8923 |
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- | No log | 16.9231 | 220 | 0.8116 | 0.5902 | 0.8116 | 0.9009 |
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- | No log | 17.0769 | 222 | 0.8078 | 0.5791 | 0.8078 | 0.8988 |
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- | No log | 17.2308 | 224 | 0.8126 | 0.5462 | 0.8126 | 0.9014 |
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- | No log | 17.3846 | 226 | 0.8275 | 0.4964 | 0.8275 | 0.9097 |
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- | No log | 17.5385 | 228 | 0.8192 | 0.5119 | 0.8192 | 0.9051 |
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- | No log | 17.6923 | 230 | 0.8414 | 0.5220 | 0.8414 | 0.9173 |
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- | No log | 17.8462 | 232 | 0.8351 | 0.5102 | 0.8351 | 0.9138 |
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- | No log | 18.0 | 234 | 0.7860 | 0.5622 | 0.7860 | 0.8866 |
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- | No log | 18.1538 | 236 | 0.7646 | 0.5242 | 0.7646 | 0.8744 |
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- | No log | 18.3077 | 238 | 0.7646 | 0.6118 | 0.7646 | 0.8744 |
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- | No log | 18.4615 | 240 | 0.7630 | 0.6118 | 0.7630 | 0.8735 |
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- | No log | 18.6154 | 242 | 0.7494 | 0.5672 | 0.7494 | 0.8657 |
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- | No log | 18.7692 | 244 | 0.7492 | 0.5769 | 0.7492 | 0.8655 |
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- | No log | 18.9231 | 246 | 0.7581 | 0.5720 | 0.7581 | 0.8707 |
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- | No log | 19.0769 | 248 | 0.7369 | 0.5856 | 0.7369 | 0.8584 |
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- | No log | 19.2308 | 250 | 0.7398 | 0.6117 | 0.7398 | 0.8601 |
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- | No log | 19.3846 | 252 | 0.7764 | 0.6554 | 0.7764 | 0.8811 |
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- | No log | 19.5385 | 254 | 0.7664 | 0.6554 | 0.7664 | 0.8754 |
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- | No log | 19.6923 | 256 | 0.7177 | 0.6426 | 0.7177 | 0.8472 |
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- | No log | 19.8462 | 258 | 0.7194 | 0.6393 | 0.7194 | 0.8482 |
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- | No log | 20.0 | 260 | 0.7281 | 0.5695 | 0.7281 | 0.8533 |
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- | No log | 20.1538 | 262 | 0.7006 | 0.6526 | 0.7006 | 0.8370 |
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- | No log | 20.3077 | 264 | 0.7349 | 0.6391 | 0.7349 | 0.8573 |
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- | No log | 20.4615 | 266 | 0.7372 | 0.6127 | 0.7372 | 0.8586 |
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- | No log | 20.6154 | 268 | 0.7279 | 0.6095 | 0.7279 | 0.8532 |
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- | No log | 20.7692 | 270 | 0.7372 | 0.5581 | 0.7372 | 0.8586 |
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- | No log | 20.9231 | 272 | 0.7452 | 0.5964 | 0.7452 | 0.8632 |
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- | No log | 21.0769 | 274 | 0.7769 | 0.5895 | 0.7769 | 0.8814 |
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- | No log | 21.2308 | 276 | 0.8001 | 0.5905 | 0.8001 | 0.8945 |
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- | No log | 21.3846 | 278 | 0.7715 | 0.6061 | 0.7715 | 0.8784 |
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- | No log | 21.5385 | 280 | 0.7377 | 0.5735 | 0.7377 | 0.8589 |
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- | No log | 21.6923 | 282 | 0.7772 | 0.4869 | 0.7772 | 0.8816 |
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- | No log | 21.8462 | 284 | 0.7949 | 0.5041 | 0.7949 | 0.8916 |
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- | No log | 22.0 | 286 | 0.7605 | 0.4898 | 0.7605 | 0.8721 |
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- | No log | 22.1538 | 288 | 0.7228 | 0.5969 | 0.7228 | 0.8502 |
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- | No log | 22.3077 | 290 | 0.7686 | 0.6199 | 0.7686 | 0.8767 |
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- | No log | 22.4615 | 292 | 0.7784 | 0.6199 | 0.7784 | 0.8823 |
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- | No log | 22.6154 | 294 | 0.7644 | 0.5633 | 0.7644 | 0.8743 |
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- | No log | 22.7692 | 296 | 0.7720 | 0.5213 | 0.7720 | 0.8786 |
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- | No log | 22.9231 | 298 | 0.7837 | 0.4926 | 0.7837 | 0.8853 |
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- | No log | 23.0769 | 300 | 0.7767 | 0.5395 | 0.7767 | 0.8813 |
202
- | No log | 23.2308 | 302 | 0.7513 | 0.5462 | 0.7513 | 0.8668 |
203
- | No log | 23.3846 | 304 | 0.7611 | 0.5984 | 0.7611 | 0.8724 |
204
- | No log | 23.5385 | 306 | 0.7619 | 0.5984 | 0.7619 | 0.8729 |
205
- | No log | 23.6923 | 308 | 0.7619 | 0.5581 | 0.7619 | 0.8729 |
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- | No log | 23.8462 | 310 | 0.7599 | 0.5648 | 0.7599 | 0.8717 |
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- | No log | 24.0 | 312 | 0.7634 | 0.5528 | 0.7634 | 0.8737 |
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- | No log | 24.1538 | 314 | 0.7733 | 0.5148 | 0.7733 | 0.8794 |
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- | No log | 24.3077 | 316 | 0.7471 | 0.5435 | 0.7471 | 0.8643 |
210
- | No log | 24.4615 | 318 | 0.7379 | 0.5964 | 0.7379 | 0.8590 |
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- | No log | 24.6154 | 320 | 0.7975 | 0.5480 | 0.7975 | 0.8930 |
212
- | No log | 24.7692 | 322 | 0.8436 | 0.5699 | 0.8436 | 0.9185 |
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- | No log | 24.9231 | 324 | 0.7519 | 0.6286 | 0.7519 | 0.8671 |
214
- | No log | 25.0769 | 326 | 0.7369 | 0.6780 | 0.7369 | 0.8585 |
215
- | No log | 25.2308 | 328 | 0.7386 | 0.6468 | 0.7386 | 0.8594 |
216
- | No log | 25.3846 | 330 | 0.7430 | 0.5997 | 0.7430 | 0.8620 |
217
- | No log | 25.5385 | 332 | 0.7815 | 0.5940 | 0.7815 | 0.8840 |
218
- | No log | 25.6923 | 334 | 0.8307 | 0.4929 | 0.8307 | 0.9114 |
219
- | No log | 25.8462 | 336 | 0.8318 | 0.5197 | 0.8318 | 0.9120 |
220
- | No log | 26.0 | 338 | 0.8203 | 0.5530 | 0.8203 | 0.9057 |
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- | No log | 26.1538 | 340 | 0.8348 | 0.5386 | 0.8348 | 0.9137 |
222
- | No log | 26.3077 | 342 | 0.8286 | 0.5530 | 0.8286 | 0.9103 |
223
- | No log | 26.4615 | 344 | 0.8090 | 0.5766 | 0.8090 | 0.8995 |
224
- | No log | 26.6154 | 346 | 0.7939 | 0.5766 | 0.7939 | 0.8910 |
225
- | No log | 26.7692 | 348 | 0.7901 | 0.5766 | 0.7901 | 0.8889 |
226
- | No log | 26.9231 | 350 | 0.7939 | 0.5766 | 0.7939 | 0.8910 |
227
- | No log | 27.0769 | 352 | 0.7929 | 0.5633 | 0.7929 | 0.8904 |
228
- | No log | 27.2308 | 354 | 0.8124 | 0.5633 | 0.8124 | 0.9013 |
229
- | No log | 27.3846 | 356 | 0.8034 | 0.5633 | 0.8034 | 0.8963 |
230
- | No log | 27.5385 | 358 | 0.7869 | 0.5291 | 0.7869 | 0.8870 |
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- | No log | 27.6923 | 360 | 0.8152 | 0.5413 | 0.8152 | 0.9029 |
232
- | No log | 27.8462 | 362 | 0.8469 | 0.4835 | 0.8469 | 0.9203 |
233
- | No log | 28.0 | 364 | 0.8354 | 0.5295 | 0.8354 | 0.9140 |
234
- | No log | 28.1538 | 366 | 0.8275 | 0.5291 | 0.8275 | 0.9097 |
235
- | No log | 28.3077 | 368 | 0.8416 | 0.5420 | 0.8416 | 0.9174 |
236
- | No log | 28.4615 | 370 | 0.8259 | 0.5420 | 0.8259 | 0.9088 |
237
- | No log | 28.6154 | 372 | 0.8094 | 0.5131 | 0.8094 | 0.8997 |
238
- | No log | 28.7692 | 374 | 0.8160 | 0.5504 | 0.8160 | 0.9033 |
239
- | No log | 28.9231 | 376 | 0.8156 | 0.5223 | 0.8156 | 0.9031 |
240
- | No log | 29.0769 | 378 | 0.8082 | 0.5131 | 0.8082 | 0.8990 |
241
- | No log | 29.2308 | 380 | 0.8162 | 0.5633 | 0.8162 | 0.9034 |
242
- | No log | 29.3846 | 382 | 0.8213 | 0.5443 | 0.8213 | 0.9063 |
243
- | No log | 29.5385 | 384 | 0.7919 | 0.5364 | 0.7919 | 0.8899 |
244
- | No log | 29.6923 | 386 | 0.7838 | 0.5131 | 0.7838 | 0.8853 |
245
- | No log | 29.8462 | 388 | 0.7884 | 0.5547 | 0.7884 | 0.8879 |
246
- | No log | 30.0 | 390 | 0.7852 | 0.5722 | 0.7852 | 0.8861 |
247
- | No log | 30.1538 | 392 | 0.7623 | 0.5114 | 0.7623 | 0.8731 |
248
- | No log | 30.3077 | 394 | 0.7965 | 0.5997 | 0.7965 | 0.8925 |
249
- | No log | 30.4615 | 396 | 0.8294 | 0.5592 | 0.8294 | 0.9107 |
250
- | No log | 30.6154 | 398 | 0.8070 | 0.5686 | 0.8070 | 0.8984 |
251
- | No log | 30.7692 | 400 | 0.7793 | 0.5510 | 0.7793 | 0.8828 |
252
- | No log | 30.9231 | 402 | 0.7870 | 0.5102 | 0.7870 | 0.8871 |
253
- | No log | 31.0769 | 404 | 0.8159 | 0.5211 | 0.8159 | 0.9033 |
254
- | No log | 31.2308 | 406 | 0.8069 | 0.5211 | 0.8069 | 0.8983 |
255
- | No log | 31.3846 | 408 | 0.7699 | 0.6086 | 0.7699 | 0.8774 |
256
- | No log | 31.5385 | 410 | 0.7809 | 0.5870 | 0.7809 | 0.8837 |
257
- | No log | 31.6923 | 412 | 0.8077 | 0.5882 | 0.8077 | 0.8987 |
258
- | No log | 31.8462 | 414 | 0.7950 | 0.5979 | 0.7950 | 0.8917 |
259
- | No log | 32.0 | 416 | 0.7667 | 0.5870 | 0.7667 | 0.8756 |
260
- | No log | 32.1538 | 418 | 0.7646 | 0.5973 | 0.7646 | 0.8744 |
261
- | No log | 32.3077 | 420 | 0.7642 | 0.5633 | 0.7642 | 0.8742 |
262
- | No log | 32.4615 | 422 | 0.7697 | 0.5167 | 0.7697 | 0.8773 |
263
- | No log | 32.6154 | 424 | 0.7782 | 0.5291 | 0.7782 | 0.8822 |
264
- | No log | 32.7692 | 426 | 0.7860 | 0.5291 | 0.7860 | 0.8865 |
265
- | No log | 32.9231 | 428 | 0.7946 | 0.5291 | 0.7946 | 0.8914 |
266
- | No log | 33.0769 | 430 | 0.8122 | 0.5660 | 0.8122 | 0.9012 |
267
- | No log | 33.2308 | 432 | 0.8024 | 0.5633 | 0.8024 | 0.8958 |
268
- | No log | 33.3846 | 434 | 0.8006 | 0.5507 | 0.8006 | 0.8948 |
269
- | No log | 33.5385 | 436 | 0.8327 | 0.5437 | 0.8327 | 0.9125 |
270
- | No log | 33.6923 | 438 | 0.8460 | 0.5432 | 0.8460 | 0.9198 |
271
- | No log | 33.8462 | 440 | 0.8283 | 0.5481 | 0.8283 | 0.9101 |
272
- | No log | 34.0 | 442 | 0.7968 | 0.5648 | 0.7968 | 0.8926 |
273
- | No log | 34.1538 | 444 | 0.7893 | 0.5791 | 0.7893 | 0.8884 |
274
- | No log | 34.3077 | 446 | 0.7896 | 0.5791 | 0.7896 | 0.8886 |
275
- | No log | 34.4615 | 448 | 0.7841 | 0.5555 | 0.7841 | 0.8855 |
276
- | No log | 34.6154 | 450 | 0.7850 | 0.5884 | 0.7850 | 0.8860 |
277
- | No log | 34.7692 | 452 | 0.7857 | 0.5884 | 0.7857 | 0.8864 |
278
- | No log | 34.9231 | 454 | 0.7874 | 0.5884 | 0.7874 | 0.8874 |
279
- | No log | 35.0769 | 456 | 0.7887 | 0.5884 | 0.7887 | 0.8881 |
280
- | No log | 35.2308 | 458 | 0.7849 | 0.5884 | 0.7849 | 0.8860 |
281
- | No log | 35.3846 | 460 | 0.7785 | 0.5791 | 0.7785 | 0.8823 |
282
- | No log | 35.5385 | 462 | 0.7647 | 0.5884 | 0.7647 | 0.8745 |
283
- | No log | 35.6923 | 464 | 0.7600 | 0.5766 | 0.7600 | 0.8718 |
284
- | No log | 35.8462 | 466 | 0.7635 | 0.5315 | 0.7635 | 0.8738 |
285
- | No log | 36.0 | 468 | 0.7597 | 0.5315 | 0.7597 | 0.8716 |
286
- | No log | 36.1538 | 470 | 0.7539 | 0.5766 | 0.7539 | 0.8683 |
287
- | No log | 36.3077 | 472 | 0.7594 | 0.5884 | 0.7594 | 0.8715 |
288
- | No log | 36.4615 | 474 | 0.7682 | 0.6035 | 0.7682 | 0.8764 |
289
- | No log | 36.6154 | 476 | 0.7784 | 0.6220 | 0.7784 | 0.8823 |
290
- | No log | 36.7692 | 478 | 0.7767 | 0.6220 | 0.7767 | 0.8813 |
291
- | No log | 36.9231 | 480 | 0.7722 | 0.5738 | 0.7722 | 0.8787 |
292
- | No log | 37.0769 | 482 | 0.7775 | 0.5738 | 0.7775 | 0.8817 |
293
- | No log | 37.2308 | 484 | 0.7872 | 0.5391 | 0.7872 | 0.8873 |
294
- | No log | 37.3846 | 486 | 0.7903 | 0.5391 | 0.7903 | 0.8890 |
295
- | No log | 37.5385 | 488 | 0.7891 | 0.5621 | 0.7891 | 0.8883 |
296
- | No log | 37.6923 | 490 | 0.7912 | 0.5738 | 0.7912 | 0.8895 |
297
- | No log | 37.8462 | 492 | 0.7919 | 0.5738 | 0.7919 | 0.8899 |
298
- | No log | 38.0 | 494 | 0.7843 | 0.5555 | 0.7843 | 0.8856 |
299
- | No log | 38.1538 | 496 | 0.7821 | 0.5555 | 0.7821 | 0.8844 |
300
- | No log | 38.3077 | 498 | 0.7858 | 0.5555 | 0.7858 | 0.8865 |
301
- | 0.296 | 38.4615 | 500 | 0.7897 | 0.5555 | 0.7897 | 0.8886 |
302
- | 0.296 | 38.6154 | 502 | 0.7956 | 0.5738 | 0.7956 | 0.8919 |
303
- | 0.296 | 38.7692 | 504 | 0.7979 | 0.5621 | 0.7979 | 0.8932 |
304
- | 0.296 | 38.9231 | 506 | 0.7937 | 0.5621 | 0.7937 | 0.8909 |
305
- | 0.296 | 39.0769 | 508 | 0.7928 | 0.5621 | 0.7928 | 0.8904 |
306
- | 0.296 | 39.2308 | 510 | 0.7896 | 0.5621 | 0.7896 | 0.8886 |
307
- | 0.296 | 39.3846 | 512 | 0.7807 | 0.5555 | 0.7807 | 0.8836 |
308
- | 0.296 | 39.5385 | 514 | 0.7796 | 0.5555 | 0.7796 | 0.8830 |
309
- | 0.296 | 39.6923 | 516 | 0.7731 | 0.5738 | 0.7731 | 0.8793 |
310
- | 0.296 | 39.8462 | 518 | 0.7720 | 0.5937 | 0.7720 | 0.8786 |
311
- | 0.296 | 40.0 | 520 | 0.7698 | 0.6119 | 0.7698 | 0.8774 |
312
- | 0.296 | 40.1538 | 522 | 0.7732 | 0.6119 | 0.7732 | 0.8793 |
313
- | 0.296 | 40.3077 | 524 | 0.7799 | 0.5404 | 0.7799 | 0.8831 |
314
- | 0.296 | 40.4615 | 526 | 0.7774 | 0.5527 | 0.7774 | 0.8817 |
315
- | 0.296 | 40.6154 | 528 | 0.7673 | 0.6019 | 0.7673 | 0.8759 |
316
- | 0.296 | 40.7692 | 530 | 0.7859 | 0.6263 | 0.7859 | 0.8865 |
317
- | 0.296 | 40.9231 | 532 | 0.8104 | 0.6575 | 0.8104 | 0.9002 |
318
- | 0.296 | 41.0769 | 534 | 0.8033 | 0.5948 | 0.8033 | 0.8963 |
319
- | 0.296 | 41.2308 | 536 | 0.7892 | 0.5902 | 0.7892 | 0.8884 |
320
- | 0.296 | 41.3846 | 538 | 0.7904 | 0.5738 | 0.7904 | 0.8890 |
321
- | 0.296 | 41.5385 | 540 | 0.7946 | 0.5507 | 0.7946 | 0.8914 |
322
- | 0.296 | 41.6923 | 542 | 0.7919 | 0.5484 | 0.7919 | 0.8899 |
323
- | 0.296 | 41.8462 | 544 | 0.7794 | 0.5854 | 0.7794 | 0.8829 |
324
- | 0.296 | 42.0 | 546 | 0.7810 | 0.5791 | 0.7810 | 0.8837 |
325
- | 0.296 | 42.1538 | 548 | 0.7941 | 0.5632 | 0.7941 | 0.8911 |
326
- | 0.296 | 42.3077 | 550 | 0.7998 | 0.5632 | 0.7998 | 0.8943 |
327
- | 0.296 | 42.4615 | 552 | 0.7937 | 0.5607 | 0.7937 | 0.8909 |
328
- | 0.296 | 42.6154 | 554 | 0.7849 | 0.5621 | 0.7849 | 0.8859 |
329
- | 0.296 | 42.7692 | 556 | 0.8061 | 0.5773 | 0.8061 | 0.8978 |
330
- | 0.296 | 42.9231 | 558 | 0.8162 | 0.5432 | 0.8162 | 0.9034 |
331
- | 0.296 | 43.0769 | 560 | 0.8097 | 0.5660 | 0.8097 | 0.8998 |
332
- | 0.296 | 43.2308 | 562 | 0.8116 | 0.5660 | 0.8116 | 0.9009 |
333
- | 0.296 | 43.3846 | 564 | 0.7994 | 0.5621 | 0.7994 | 0.8941 |
334
- | 0.296 | 43.5385 | 566 | 0.8038 | 0.5673 | 0.8038 | 0.8965 |
335
- | 0.296 | 43.6923 | 568 | 0.8070 | 0.5486 | 0.8070 | 0.8983 |
336
- | 0.296 | 43.8462 | 570 | 0.8025 | 0.5673 | 0.8025 | 0.8958 |
337
- | 0.296 | 44.0 | 572 | 0.7982 | 0.5673 | 0.7982 | 0.8934 |
338
- | 0.296 | 44.1538 | 574 | 0.8021 | 0.5621 | 0.8021 | 0.8956 |
339
- | 0.296 | 44.3077 | 576 | 0.8071 | 0.5264 | 0.8071 | 0.8984 |
340
- | 0.296 | 44.4615 | 578 | 0.8045 | 0.5746 | 0.8045 | 0.8969 |
341
- | 0.296 | 44.6154 | 580 | 0.7883 | 0.5766 | 0.7883 | 0.8879 |
342
- | 0.296 | 44.7692 | 582 | 0.7794 | 0.5766 | 0.7794 | 0.8828 |
343
- | 0.296 | 44.9231 | 584 | 0.7725 | 0.5486 | 0.7725 | 0.8789 |
344
- | 0.296 | 45.0769 | 586 | 0.7684 | 0.5486 | 0.7684 | 0.8766 |
345
- | 0.296 | 45.2308 | 588 | 0.7717 | 0.5621 | 0.7717 | 0.8785 |
346
- | 0.296 | 45.3846 | 590 | 0.7851 | 0.5892 | 0.7851 | 0.8861 |
347
- | 0.296 | 45.5385 | 592 | 0.7820 | 0.6006 | 0.7820 | 0.8843 |
348
- | 0.296 | 45.6923 | 594 | 0.7751 | 0.6006 | 0.7751 | 0.8804 |
349
- | 0.296 | 45.8462 | 596 | 0.7709 | 0.6063 | 0.7709 | 0.8780 |
350
- | 0.296 | 46.0 | 598 | 0.7725 | 0.6063 | 0.7725 | 0.8789 |
351
- | 0.296 | 46.1538 | 600 | 0.7593 | 0.5672 | 0.7593 | 0.8714 |
352
- | 0.296 | 46.3077 | 602 | 0.7516 | 0.5825 | 0.7516 | 0.8669 |
353
- | 0.296 | 46.4615 | 604 | 0.7532 | 0.5825 | 0.7532 | 0.8679 |
354
- | 0.296 | 46.6154 | 606 | 0.7577 | 0.5621 | 0.7577 | 0.8704 |
355
- | 0.296 | 46.7692 | 608 | 0.7655 | 0.5458 | 0.7655 | 0.8749 |
356
- | 0.296 | 46.9231 | 610 | 0.7663 | 0.5458 | 0.7663 | 0.8754 |
357
- | 0.296 | 47.0769 | 612 | 0.7668 | 0.5458 | 0.7668 | 0.8757 |
358
- | 0.296 | 47.2308 | 614 | 0.7744 | 0.5621 | 0.7744 | 0.8800 |
359
- | 0.296 | 47.3846 | 616 | 0.7770 | 0.5621 | 0.7770 | 0.8814 |
360
- | 0.296 | 47.5385 | 618 | 0.7845 | 0.5621 | 0.7845 | 0.8857 |
361
- | 0.296 | 47.6923 | 620 | 0.7926 | 0.5555 | 0.7926 | 0.8903 |
362
- | 0.296 | 47.8462 | 622 | 0.7977 | 0.5580 | 0.7977 | 0.8931 |
363
- | 0.296 | 48.0 | 624 | 0.7975 | 0.5580 | 0.7975 | 0.8930 |
364
- | 0.296 | 48.1538 | 626 | 0.7983 | 0.5458 | 0.7983 | 0.8935 |
365
- | 0.296 | 48.3077 | 628 | 0.7990 | 0.5504 | 0.7990 | 0.8939 |
366
- | 0.296 | 48.4615 | 630 | 0.7885 | 0.6006 | 0.7885 | 0.8880 |
367
- | 0.296 | 48.6154 | 632 | 0.7830 | 0.5738 | 0.7830 | 0.8849 |
368
- | 0.296 | 48.7692 | 634 | 0.7816 | 0.5555 | 0.7816 | 0.8841 |
369
- | 0.296 | 48.9231 | 636 | 0.7816 | 0.6006 | 0.7816 | 0.8841 |
370
- | 0.296 | 49.0769 | 638 | 0.7755 | 0.6006 | 0.7755 | 0.8806 |
371
- | 0.296 | 49.2308 | 640 | 0.7636 | 0.6006 | 0.7636 | 0.8739 |
372
- | 0.296 | 49.3846 | 642 | 0.7573 | 0.6141 | 0.7573 | 0.8702 |
373
- | 0.296 | 49.5385 | 644 | 0.7580 | 0.6307 | 0.7580 | 0.8706 |
374
- | 0.296 | 49.6923 | 646 | 0.7630 | 0.6218 | 0.7630 | 0.8735 |
375
- | 0.296 | 49.8462 | 648 | 0.7649 | 0.6197 | 0.7649 | 0.8746 |
376
- | 0.296 | 50.0 | 650 | 0.7675 | 0.6163 | 0.7675 | 0.8760 |
377
- | 0.296 | 50.1538 | 652 | 0.7676 | 0.6006 | 0.7676 | 0.8761 |
378
- | 0.296 | 50.3077 | 654 | 0.7617 | 0.6006 | 0.7617 | 0.8728 |
379
- | 0.296 | 50.4615 | 656 | 0.7582 | 0.6097 | 0.7582 | 0.8707 |
380
- | 0.296 | 50.6154 | 658 | 0.7605 | 0.6097 | 0.7605 | 0.8721 |
381
- | 0.296 | 50.7692 | 660 | 0.7601 | 0.6097 | 0.7601 | 0.8718 |
382
- | 0.296 | 50.9231 | 662 | 0.7550 | 0.6097 | 0.7550 | 0.8689 |
383
- | 0.296 | 51.0769 | 664 | 0.7529 | 0.6097 | 0.7529 | 0.8677 |
384
- | 0.296 | 51.2308 | 666 | 0.7625 | 0.5983 | 0.7625 | 0.8732 |
385
- | 0.296 | 51.3846 | 668 | 0.7851 | 0.6041 | 0.7851 | 0.8860 |
386
- | 0.296 | 51.5385 | 670 | 0.7816 | 0.6041 | 0.7816 | 0.8841 |
387
- | 0.296 | 51.6923 | 672 | 0.7726 | 0.6064 | 0.7726 | 0.8790 |
388
- | 0.296 | 51.8462 | 674 | 0.7595 | 0.6097 | 0.7595 | 0.8715 |
389
- | 0.296 | 52.0 | 676 | 0.7581 | 0.6006 | 0.7581 | 0.8707 |
390
- | 0.296 | 52.1538 | 678 | 0.7669 | 0.6006 | 0.7669 | 0.8757 |
391
- | 0.296 | 52.3077 | 680 | 0.7803 | 0.5773 | 0.7803 | 0.8833 |
392
- | 0.296 | 52.4615 | 682 | 0.7819 | 0.5862 | 0.7819 | 0.8843 |
393
- | 0.296 | 52.6154 | 684 | 0.7727 | 0.6006 | 0.7727 | 0.8790 |
394
- | 0.296 | 52.7692 | 686 | 0.7658 | 0.6006 | 0.7658 | 0.8751 |
395
- | 0.296 | 52.9231 | 688 | 0.7593 | 0.6006 | 0.7593 | 0.8714 |
396
- | 0.296 | 53.0769 | 690 | 0.7590 | 0.5830 | 0.7590 | 0.8712 |
397
- | 0.296 | 53.2308 | 692 | 0.7678 | 0.6006 | 0.7678 | 0.8763 |
398
- | 0.296 | 53.3846 | 694 | 0.7761 | 0.6006 | 0.7761 | 0.8810 |
399
- | 0.296 | 53.5385 | 696 | 0.7802 | 0.6006 | 0.7802 | 0.8833 |
400
- | 0.296 | 53.6923 | 698 | 0.7715 | 0.6006 | 0.7715 | 0.8783 |
401
- | 0.296 | 53.8462 | 700 | 0.7752 | 0.6006 | 0.7752 | 0.8805 |
402
- | 0.296 | 54.0 | 702 | 0.7840 | 0.6006 | 0.7840 | 0.8854 |
403
- | 0.296 | 54.1538 | 704 | 0.7898 | 0.6097 | 0.7898 | 0.8887 |
404
- | 0.296 | 54.3077 | 706 | 0.7864 | 0.6006 | 0.7864 | 0.8868 |
405
- | 0.296 | 54.4615 | 708 | 0.7797 | 0.6006 | 0.7797 | 0.8830 |
406
- | 0.296 | 54.6154 | 710 | 0.7854 | 0.6006 | 0.7854 | 0.8862 |
407
- | 0.296 | 54.7692 | 712 | 0.7954 | 0.5974 | 0.7954 | 0.8918 |
408
- | 0.296 | 54.9231 | 714 | 0.8117 | 0.5833 | 0.8117 | 0.9010 |
409
- | 0.296 | 55.0769 | 716 | 0.8064 | 0.5862 | 0.8064 | 0.8980 |
410
- | 0.296 | 55.2308 | 718 | 0.7938 | 0.5648 | 0.7938 | 0.8909 |
411
- | 0.296 | 55.3846 | 720 | 0.7929 | 0.5860 | 0.7929 | 0.8904 |
412
- | 0.296 | 55.5385 | 722 | 0.7930 | 0.5387 | 0.7930 | 0.8905 |
413
- | 0.296 | 55.6923 | 724 | 0.7897 | 0.5580 | 0.7897 | 0.8887 |
414
- | 0.296 | 55.8462 | 726 | 0.7928 | 0.5860 | 0.7928 | 0.8904 |
415
- | 0.296 | 56.0 | 728 | 0.8080 | 0.5951 | 0.8080 | 0.8989 |
416
- | 0.296 | 56.1538 | 730 | 0.8085 | 0.5951 | 0.8085 | 0.8991 |
417
- | 0.296 | 56.3077 | 732 | 0.8002 | 0.5951 | 0.8002 | 0.8945 |
418
- | 0.296 | 56.4615 | 734 | 0.7778 | 0.6006 | 0.7778 | 0.8819 |
419
- | 0.296 | 56.6154 | 736 | 0.7673 | 0.5621 | 0.7673 | 0.8760 |
420
- | 0.296 | 56.7692 | 738 | 0.7701 | 0.5580 | 0.7701 | 0.8776 |
421
- | 0.296 | 56.9231 | 740 | 0.7713 | 0.5580 | 0.7713 | 0.8783 |
422
- | 0.296 | 57.0769 | 742 | 0.7709 | 0.5580 | 0.7709 | 0.8780 |
423
- | 0.296 | 57.2308 | 744 | 0.7698 | 0.5435 | 0.7698 | 0.8774 |
424
- | 0.296 | 57.3846 | 746 | 0.7724 | 0.5621 | 0.7724 | 0.8789 |
425
- | 0.296 | 57.5385 | 748 | 0.7749 | 0.5621 | 0.7749 | 0.8803 |
426
- | 0.296 | 57.6923 | 750 | 0.7804 | 0.6006 | 0.7804 | 0.8834 |
427
- | 0.296 | 57.8462 | 752 | 0.7874 | 0.5983 | 0.7874 | 0.8874 |
428
- | 0.296 | 58.0 | 754 | 0.7784 | 0.6006 | 0.7784 | 0.8823 |
429
- | 0.296 | 58.1538 | 756 | 0.7658 | 0.5621 | 0.7658 | 0.8751 |
430
- | 0.296 | 58.3077 | 758 | 0.7713 | 0.5555 | 0.7713 | 0.8782 |
431
- | 0.296 | 58.4615 | 760 | 0.7959 | 0.5541 | 0.7959 | 0.8921 |
432
- | 0.296 | 58.6154 | 762 | 0.8063 | 0.5864 | 0.8063 | 0.8979 |
433
- | 0.296 | 58.7692 | 764 | 0.7953 | 0.5518 | 0.7953 | 0.8918 |
434
- | 0.296 | 58.9231 | 766 | 0.7906 | 0.5397 | 0.7906 | 0.8892 |
435
- | 0.296 | 59.0769 | 768 | 0.7903 | 0.5738 | 0.7903 | 0.8890 |
436
- | 0.296 | 59.2308 | 770 | 0.8082 | 0.5621 | 0.8082 | 0.8990 |
437
- | 0.296 | 59.3846 | 772 | 0.8423 | 0.5611 | 0.8423 | 0.9178 |
438
- | 0.296 | 59.5385 | 774 | 0.8589 | 0.5370 | 0.8589 | 0.9268 |
439
- | 0.296 | 59.6923 | 776 | 0.8438 | 0.5983 | 0.8438 | 0.9186 |
440
- | 0.296 | 59.8462 | 778 | 0.8226 | 0.5596 | 0.8226 | 0.9070 |
441
- | 0.296 | 60.0 | 780 | 0.8134 | 0.5555 | 0.8134 | 0.9019 |
442
- | 0.296 | 60.1538 | 782 | 0.8124 | 0.5555 | 0.8124 | 0.9013 |
443
- | 0.296 | 60.3077 | 784 | 0.8140 | 0.5648 | 0.8140 | 0.9022 |
444
- | 0.296 | 60.4615 | 786 | 0.8228 | 0.5596 | 0.8228 | 0.9071 |
445
- | 0.296 | 60.6154 | 788 | 0.8423 | 0.5749 | 0.8423 | 0.9178 |
446
- | 0.296 | 60.7692 | 790 | 0.8511 | 0.5722 | 0.8511 | 0.9226 |
447
- | 0.296 | 60.9231 | 792 | 0.8336 | 0.5722 | 0.8336 | 0.9130 |
448
- | 0.296 | 61.0769 | 794 | 0.8019 | 0.5749 | 0.8019 | 0.8955 |
449
- | 0.296 | 61.2308 | 796 | 0.7769 | 0.6119 | 0.7769 | 0.8814 |
450
- | 0.296 | 61.3846 | 798 | 0.7696 | 0.6029 | 0.7696 | 0.8773 |
451
- | 0.296 | 61.5385 | 800 | 0.7649 | 0.5647 | 0.7649 | 0.8746 |
452
- | 0.296 | 61.6923 | 802 | 0.7582 | 0.6029 | 0.7582 | 0.8708 |
453
- | 0.296 | 61.8462 | 804 | 0.7516 | 0.5915 | 0.7516 | 0.8669 |
454
- | 0.296 | 62.0 | 806 | 0.7504 | 0.5773 | 0.7504 | 0.8663 |
455
- | 0.296 | 62.1538 | 808 | 0.7681 | 0.5862 | 0.7681 | 0.8764 |
456
- | 0.296 | 62.3077 | 810 | 0.7818 | 0.5476 | 0.7818 | 0.8842 |
457
- | 0.296 | 62.4615 | 812 | 0.7767 | 0.5696 | 0.7767 | 0.8813 |
458
- | 0.296 | 62.6154 | 814 | 0.7619 | 0.5862 | 0.7619 | 0.8728 |
459
- | 0.296 | 62.7692 | 816 | 0.7513 | 0.5773 | 0.7513 | 0.8668 |
460
- | 0.296 | 62.9231 | 818 | 0.7426 | 0.6006 | 0.7426 | 0.8617 |
461
- | 0.296 | 63.0769 | 820 | 0.7448 | 0.5915 | 0.7448 | 0.8630 |
462
- | 0.296 | 63.2308 | 822 | 0.7479 | 0.5915 | 0.7479 | 0.8648 |
463
- | 0.296 | 63.3846 | 824 | 0.7557 | 0.5773 | 0.7557 | 0.8693 |
464
- | 0.296 | 63.5385 | 826 | 0.7627 | 0.5773 | 0.7627 | 0.8734 |
465
- | 0.296 | 63.6923 | 828 | 0.7650 | 0.5773 | 0.7650 | 0.8746 |
466
- | 0.296 | 63.8462 | 830 | 0.7609 | 0.6006 | 0.7609 | 0.8723 |
467
- | 0.296 | 64.0 | 832 | 0.7562 | 0.6006 | 0.7562 | 0.8696 |
468
- | 0.296 | 64.1538 | 834 | 0.7533 | 0.6006 | 0.7533 | 0.8679 |
469
- | 0.296 | 64.3077 | 836 | 0.7501 | 0.6292 | 0.7501 | 0.8661 |
470
- | 0.296 | 64.4615 | 838 | 0.7502 | 0.6292 | 0.7502 | 0.8662 |
471
- | 0.296 | 64.6154 | 840 | 0.7561 | 0.6065 | 0.7561 | 0.8696 |
472
- | 0.296 | 64.7692 | 842 | 0.7642 | 0.5660 | 0.7642 | 0.8742 |
473
- | 0.296 | 64.9231 | 844 | 0.7762 | 0.5635 | 0.7762 | 0.8810 |
474
- | 0.296 | 65.0769 | 846 | 0.7866 | 0.5611 | 0.7866 | 0.8869 |
475
- | 0.296 | 65.2308 | 848 | 0.7814 | 0.5611 | 0.7814 | 0.8839 |
476
- | 0.296 | 65.3846 | 850 | 0.7754 | 0.5611 | 0.7754 | 0.8806 |
477
- | 0.296 | 65.5385 | 852 | 0.7583 | 0.5547 | 0.7583 | 0.8708 |
478
- | 0.296 | 65.6923 | 854 | 0.7429 | 0.6006 | 0.7429 | 0.8619 |
479
- | 0.296 | 65.8462 | 856 | 0.7419 | 0.6006 | 0.7419 | 0.8613 |
480
- | 0.296 | 66.0 | 858 | 0.7390 | 0.6006 | 0.7390 | 0.8596 |
481
- | 0.296 | 66.1538 | 860 | 0.7360 | 0.6006 | 0.7360 | 0.8579 |
482
- | 0.296 | 66.3077 | 862 | 0.7348 | 0.6006 | 0.7348 | 0.8572 |
483
- | 0.296 | 66.4615 | 864 | 0.7327 | 0.6006 | 0.7327 | 0.8560 |
484
- | 0.296 | 66.6154 | 866 | 0.7382 | 0.6006 | 0.7382 | 0.8592 |
485
- | 0.296 | 66.7692 | 868 | 0.7603 | 0.5720 | 0.7603 | 0.8719 |
486
- | 0.296 | 66.9231 | 870 | 0.7976 | 0.5670 | 0.7976 | 0.8931 |
487
- | 0.296 | 67.0769 | 872 | 0.8164 | 0.5728 | 0.8164 | 0.9035 |
488
- | 0.296 | 67.2308 | 874 | 0.8139 | 0.5362 | 0.8139 | 0.9022 |
489
- | 0.296 | 67.3846 | 876 | 0.8033 | 0.5588 | 0.8033 | 0.8963 |
490
- | 0.296 | 67.5385 | 878 | 0.7808 | 0.5977 | 0.7808 | 0.8836 |
491
- | 0.296 | 67.6923 | 880 | 0.7591 | 0.6151 | 0.7591 | 0.8712 |
492
- | 0.296 | 67.8462 | 882 | 0.7547 | 0.6506 | 0.7547 | 0.8687 |
493
- | 0.296 | 68.0 | 884 | 0.7549 | 0.6151 | 0.7549 | 0.8688 |
494
- | 0.296 | 68.1538 | 886 | 0.7571 | 0.6163 | 0.7571 | 0.8701 |
495
- | 0.296 | 68.3077 | 888 | 0.7577 | 0.5766 | 0.7577 | 0.8705 |
496
- | 0.296 | 68.4615 | 890 | 0.7625 | 0.5648 | 0.7625 | 0.8732 |
497
- | 0.296 | 68.6154 | 892 | 0.7734 | 0.5648 | 0.7734 | 0.8794 |
498
- | 0.296 | 68.7692 | 894 | 0.7896 | 0.5688 | 0.7896 | 0.8886 |
499
- | 0.296 | 68.9231 | 896 | 0.7971 | 0.5688 | 0.7971 | 0.8928 |
500
- | 0.296 | 69.0769 | 898 | 0.8031 | 0.5432 | 0.8031 | 0.8962 |
501
- | 0.296 | 69.2308 | 900 | 0.7940 | 0.5547 | 0.7940 | 0.8911 |
502
- | 0.296 | 69.3846 | 902 | 0.7867 | 0.5660 | 0.7867 | 0.8870 |
503
- | 0.296 | 69.5385 | 904 | 0.7728 | 0.5773 | 0.7728 | 0.8791 |
504
- | 0.296 | 69.6923 | 906 | 0.7581 | 0.5931 | 0.7581 | 0.8707 |
505
- | 0.296 | 69.8462 | 908 | 0.7532 | 0.6225 | 0.7532 | 0.8679 |
506
- | 0.296 | 70.0 | 910 | 0.7518 | 0.6260 | 0.7518 | 0.8671 |
507
- | 0.296 | 70.1538 | 912 | 0.7534 | 0.6095 | 0.7534 | 0.8680 |
508
- | 0.296 | 70.3077 | 914 | 0.7521 | 0.5364 | 0.7521 | 0.8673 |
509
- | 0.296 | 70.4615 | 916 | 0.7536 | 0.5458 | 0.7536 | 0.8681 |
510
- | 0.296 | 70.6154 | 918 | 0.7606 | 0.5648 | 0.7606 | 0.8721 |
511
- | 0.296 | 70.7692 | 920 | 0.7709 | 0.5386 | 0.7709 | 0.8780 |
512
- | 0.296 | 70.9231 | 922 | 0.7811 | 0.5159 | 0.7811 | 0.8838 |
513
- | 0.296 | 71.0769 | 924 | 0.7972 | 0.5635 | 0.7972 | 0.8929 |
514
- | 0.296 | 71.2308 | 926 | 0.7992 | 0.5635 | 0.7992 | 0.8940 |
515
- | 0.296 | 71.3846 | 928 | 0.7869 | 0.5635 | 0.7869 | 0.8871 |
516
- | 0.296 | 71.5385 | 930 | 0.7656 | 0.5547 | 0.7656 | 0.8750 |
517
- | 0.296 | 71.6923 | 932 | 0.7457 | 0.5648 | 0.7457 | 0.8635 |
518
- | 0.296 | 71.8462 | 934 | 0.7407 | 0.6206 | 0.7407 | 0.8607 |
519
- | 0.296 | 72.0 | 936 | 0.7470 | 0.6227 | 0.7470 | 0.8643 |
520
- | 0.296 | 72.1538 | 938 | 0.7476 | 0.6227 | 0.7476 | 0.8646 |
521
- | 0.296 | 72.3077 | 940 | 0.7423 | 0.6206 | 0.7423 | 0.8615 |
522
- | 0.296 | 72.4615 | 942 | 0.7386 | 0.6260 | 0.7386 | 0.8594 |
523
- | 0.296 | 72.6154 | 944 | 0.7379 | 0.5924 | 0.7379 | 0.8590 |
524
- | 0.296 | 72.7692 | 946 | 0.7433 | 0.5879 | 0.7433 | 0.8622 |
525
- | 0.296 | 72.9231 | 948 | 0.7494 | 0.5684 | 0.7494 | 0.8657 |
526
- | 0.296 | 73.0769 | 950 | 0.7591 | 0.5547 | 0.7591 | 0.8712 |
527
- | 0.296 | 73.2308 | 952 | 0.7621 | 0.5547 | 0.7621 | 0.8730 |
528
- | 0.296 | 73.3846 | 954 | 0.7576 | 0.5660 | 0.7576 | 0.8704 |
529
- | 0.296 | 73.5385 | 956 | 0.7525 | 0.5660 | 0.7525 | 0.8674 |
530
- | 0.296 | 73.6923 | 958 | 0.7442 | 0.5530 | 0.7442 | 0.8627 |
531
- | 0.296 | 73.8462 | 960 | 0.7404 | 0.5530 | 0.7404 | 0.8604 |
532
- | 0.296 | 74.0 | 962 | 0.7396 | 0.5530 | 0.7396 | 0.8600 |
533
- | 0.296 | 74.1538 | 964 | 0.7367 | 0.5530 | 0.7367 | 0.8583 |
534
- | 0.296 | 74.3077 | 966 | 0.7368 | 0.5854 | 0.7368 | 0.8583 |
535
- | 0.296 | 74.4615 | 968 | 0.7391 | 0.5854 | 0.7391 | 0.8597 |
536
- | 0.296 | 74.6154 | 970 | 0.7408 | 0.5849 | 0.7408 | 0.8607 |
537
- | 0.296 | 74.7692 | 972 | 0.7438 | 0.5961 | 0.7438 | 0.8625 |
538
- | 0.296 | 74.9231 | 974 | 0.7465 | 0.6151 | 0.7465 | 0.8640 |
539
- | 0.296 | 75.0769 | 976 | 0.7490 | 0.6151 | 0.7490 | 0.8655 |
540
- | 0.296 | 75.2308 | 978 | 0.7513 | 0.6151 | 0.7513 | 0.8668 |
541
- | 0.296 | 75.3846 | 980 | 0.7543 | 0.6151 | 0.7543 | 0.8685 |
542
- | 0.296 | 75.5385 | 982 | 0.7559 | 0.5961 | 0.7559 | 0.8694 |
543
- | 0.296 | 75.6923 | 984 | 0.7575 | 0.5646 | 0.7575 | 0.8703 |
544
- | 0.296 | 75.8462 | 986 | 0.7590 | 0.5582 | 0.7590 | 0.8712 |
545
- | 0.296 | 76.0 | 988 | 0.7598 | 0.5672 | 0.7598 | 0.8717 |
546
- | 0.296 | 76.1538 | 990 | 0.7596 | 0.5648 | 0.7596 | 0.8715 |
547
- | 0.296 | 76.3077 | 992 | 0.7634 | 0.5621 | 0.7634 | 0.8737 |
548
- | 0.296 | 76.4615 | 994 | 0.7711 | 0.5621 | 0.7711 | 0.8781 |
549
- | 0.296 | 76.6154 | 996 | 0.7820 | 0.5391 | 0.7820 | 0.8843 |
550
- | 0.296 | 76.7692 | 998 | 0.7872 | 0.5773 | 0.7872 | 0.8873 |
551
- | 0.0497 | 76.9231 | 1000 | 0.7873 | 0.5391 | 0.7873 | 0.8873 |
552
- | 0.0497 | 77.0769 | 1002 | 0.7867 | 0.5391 | 0.7867 | 0.8870 |
553
- | 0.0497 | 77.2308 | 1004 | 0.7787 | 0.5621 | 0.7787 | 0.8824 |
554
- | 0.0497 | 77.3846 | 1006 | 0.7716 | 0.5648 | 0.7716 | 0.8784 |
555
- | 0.0497 | 77.5385 | 1008 | 0.7699 | 0.5766 | 0.7699 | 0.8774 |
556
- | 0.0497 | 77.6923 | 1010 | 0.7702 | 0.5397 | 0.7702 | 0.8776 |
557
- | 0.0497 | 77.8462 | 1012 | 0.7712 | 0.5397 | 0.7712 | 0.8782 |
558
- | 0.0497 | 78.0 | 1014 | 0.7672 | 0.5582 | 0.7672 | 0.8759 |
559
- | 0.0497 | 78.1538 | 1016 | 0.7610 | 0.5582 | 0.7610 | 0.8723 |
560
- | 0.0497 | 78.3077 | 1018 | 0.7556 | 0.5646 | 0.7556 | 0.8692 |
561
- | 0.0497 | 78.4615 | 1020 | 0.7542 | 0.5621 | 0.7542 | 0.8685 |
562
- | 0.0497 | 78.6154 | 1022 | 0.7580 | 0.5621 | 0.7580 | 0.8706 |
563
- | 0.0497 | 78.7692 | 1024 | 0.7636 | 0.6006 | 0.7636 | 0.8739 |
564
- | 0.0497 | 78.9231 | 1026 | 0.7687 | 0.5621 | 0.7687 | 0.8768 |
565
- | 0.0497 | 79.0769 | 1028 | 0.7709 | 0.5621 | 0.7709 | 0.8780 |
566
- | 0.0497 | 79.2308 | 1030 | 0.7719 | 0.5621 | 0.7719 | 0.8786 |
567
- | 0.0497 | 79.3846 | 1032 | 0.7743 | 0.5621 | 0.7743 | 0.8799 |
568
- | 0.0497 | 79.5385 | 1034 | 0.7758 | 0.5621 | 0.7758 | 0.8808 |
569
- | 0.0497 | 79.6923 | 1036 | 0.7770 | 0.5621 | 0.7770 | 0.8815 |
570
- | 0.0497 | 79.8462 | 1038 | 0.7782 | 0.5648 | 0.7782 | 0.8822 |
571
- | 0.0497 | 80.0 | 1040 | 0.7813 | 0.5580 | 0.7813 | 0.8839 |
572
- | 0.0497 | 80.1538 | 1042 | 0.7843 | 0.5580 | 0.7843 | 0.8856 |
573
- | 0.0497 | 80.3077 | 1044 | 0.7849 | 0.5580 | 0.7849 | 0.8859 |
574
- | 0.0497 | 80.4615 | 1046 | 0.7844 | 0.5580 | 0.7844 | 0.8857 |
575
- | 0.0497 | 80.6154 | 1048 | 0.7863 | 0.5580 | 0.7863 | 0.8867 |
576
- | 0.0497 | 80.7692 | 1050 | 0.7886 | 0.5648 | 0.7886 | 0.8880 |
577
- | 0.0497 | 80.9231 | 1052 | 0.7906 | 0.5648 | 0.7906 | 0.8891 |
578
- | 0.0497 | 81.0769 | 1054 | 0.7906 | 0.5648 | 0.7906 | 0.8891 |
579
- | 0.0497 | 81.2308 | 1056 | 0.7909 | 0.5648 | 0.7909 | 0.8893 |
580
- | 0.0497 | 81.3846 | 1058 | 0.7900 | 0.5648 | 0.7900 | 0.8888 |
581
- | 0.0497 | 81.5385 | 1060 | 0.7886 | 0.5648 | 0.7886 | 0.8880 |
582
- | 0.0497 | 81.6923 | 1062 | 0.7861 | 0.5648 | 0.7861 | 0.8866 |
583
- | 0.0497 | 81.8462 | 1064 | 0.7868 | 0.5648 | 0.7868 | 0.8870 |
584
- | 0.0497 | 82.0 | 1066 | 0.7887 | 0.5621 | 0.7887 | 0.8881 |
585
- | 0.0497 | 82.1538 | 1068 | 0.7892 | 0.5621 | 0.7892 | 0.8883 |
586
- | 0.0497 | 82.3077 | 1070 | 0.7882 | 0.5621 | 0.7882 | 0.8878 |
587
- | 0.0497 | 82.4615 | 1072 | 0.7876 | 0.5621 | 0.7876 | 0.8875 |
588
- | 0.0497 | 82.6154 | 1074 | 0.7855 | 0.5621 | 0.7855 | 0.8863 |
589
- | 0.0497 | 82.7692 | 1076 | 0.7813 | 0.5621 | 0.7813 | 0.8839 |
590
- | 0.0497 | 82.9231 | 1078 | 0.7789 | 0.5621 | 0.7789 | 0.8826 |
591
- | 0.0497 | 83.0769 | 1080 | 0.7782 | 0.5621 | 0.7782 | 0.8822 |
592
- | 0.0497 | 83.2308 | 1082 | 0.7759 | 0.5621 | 0.7759 | 0.8808 |
593
- | 0.0497 | 83.3846 | 1084 | 0.7723 | 0.5621 | 0.7723 | 0.8788 |
594
- | 0.0497 | 83.5385 | 1086 | 0.7689 | 0.5738 | 0.7689 | 0.8768 |
595
- | 0.0497 | 83.6923 | 1088 | 0.7673 | 0.5738 | 0.7673 | 0.8759 |
596
- | 0.0497 | 83.8462 | 1090 | 0.7645 | 0.5738 | 0.7645 | 0.8744 |
597
- | 0.0497 | 84.0 | 1092 | 0.7623 | 0.5738 | 0.7623 | 0.8731 |
598
- | 0.0497 | 84.1538 | 1094 | 0.7616 | 0.5738 | 0.7616 | 0.8727 |
599
- | 0.0497 | 84.3077 | 1096 | 0.7622 | 0.5621 | 0.7622 | 0.8730 |
600
- | 0.0497 | 84.4615 | 1098 | 0.7635 | 0.6006 | 0.7635 | 0.8738 |
601
- | 0.0497 | 84.6154 | 1100 | 0.7661 | 0.6006 | 0.7661 | 0.8752 |
602
- | 0.0497 | 84.7692 | 1102 | 0.7658 | 0.6006 | 0.7658 | 0.8751 |
603
- | 0.0497 | 84.9231 | 1104 | 0.7655 | 0.6006 | 0.7655 | 0.8749 |
604
- | 0.0497 | 85.0769 | 1106 | 0.7655 | 0.6006 | 0.7655 | 0.8749 |
605
- | 0.0497 | 85.2308 | 1108 | 0.7635 | 0.6006 | 0.7635 | 0.8738 |
606
- | 0.0497 | 85.3846 | 1110 | 0.7638 | 0.6006 | 0.7638 | 0.8739 |
607
- | 0.0497 | 85.5385 | 1112 | 0.7654 | 0.6006 | 0.7654 | 0.8749 |
608
- | 0.0497 | 85.6923 | 1114 | 0.7669 | 0.6006 | 0.7669 | 0.8757 |
609
- | 0.0497 | 85.8462 | 1116 | 0.7654 | 0.6006 | 0.7654 | 0.8749 |
610
- | 0.0497 | 86.0 | 1118 | 0.7655 | 0.6006 | 0.7655 | 0.8749 |
611
- | 0.0497 | 86.1538 | 1120 | 0.7645 | 0.5621 | 0.7645 | 0.8744 |
612
- | 0.0497 | 86.3077 | 1122 | 0.7640 | 0.5621 | 0.7640 | 0.8741 |
613
- | 0.0497 | 86.4615 | 1124 | 0.7640 | 0.5738 | 0.7640 | 0.8740 |
614
- | 0.0497 | 86.6154 | 1126 | 0.7650 | 0.5738 | 0.7650 | 0.8746 |
615
- | 0.0497 | 86.7692 | 1128 | 0.7659 | 0.5647 | 0.7659 | 0.8752 |
616
- | 0.0497 | 86.9231 | 1130 | 0.7654 | 0.5738 | 0.7654 | 0.8749 |
617
- | 0.0497 | 87.0769 | 1132 | 0.7643 | 0.5738 | 0.7643 | 0.8742 |
618
- | 0.0497 | 87.2308 | 1134 | 0.7626 | 0.5738 | 0.7626 | 0.8733 |
619
- | 0.0497 | 87.3846 | 1136 | 0.7626 | 0.5738 | 0.7626 | 0.8732 |
620
- | 0.0497 | 87.5385 | 1138 | 0.7638 | 0.5621 | 0.7638 | 0.8740 |
621
- | 0.0497 | 87.6923 | 1140 | 0.7664 | 0.5621 | 0.7664 | 0.8754 |
622
- | 0.0497 | 87.8462 | 1142 | 0.7686 | 0.5621 | 0.7686 | 0.8767 |
623
- | 0.0497 | 88.0 | 1144 | 0.7706 | 0.5621 | 0.7706 | 0.8778 |
624
- | 0.0497 | 88.1538 | 1146 | 0.7717 | 0.5621 | 0.7717 | 0.8785 |
625
- | 0.0497 | 88.3077 | 1148 | 0.7726 | 0.5621 | 0.7726 | 0.8790 |
626
- | 0.0497 | 88.4615 | 1150 | 0.7726 | 0.5621 | 0.7726 | 0.8790 |
627
- | 0.0497 | 88.6154 | 1152 | 0.7730 | 0.5621 | 0.7730 | 0.8792 |
628
- | 0.0497 | 88.7692 | 1154 | 0.7737 | 0.5621 | 0.7737 | 0.8796 |
629
- | 0.0497 | 88.9231 | 1156 | 0.7759 | 0.5621 | 0.7759 | 0.8808 |
630
- | 0.0497 | 89.0769 | 1158 | 0.7762 | 0.5621 | 0.7762 | 0.8810 |
631
- | 0.0497 | 89.2308 | 1160 | 0.7758 | 0.5621 | 0.7758 | 0.8808 |
632
- | 0.0497 | 89.3846 | 1162 | 0.7764 | 0.5621 | 0.7764 | 0.8811 |
633
- | 0.0497 | 89.5385 | 1164 | 0.7774 | 0.5621 | 0.7774 | 0.8817 |
634
- | 0.0497 | 89.6923 | 1166 | 0.7774 | 0.5621 | 0.7774 | 0.8817 |
635
- | 0.0497 | 89.8462 | 1168 | 0.7779 | 0.5621 | 0.7779 | 0.8820 |
636
- | 0.0497 | 90.0 | 1170 | 0.7769 | 0.5621 | 0.7769 | 0.8814 |
637
- | 0.0497 | 90.1538 | 1172 | 0.7760 | 0.5621 | 0.7760 | 0.8809 |
638
- | 0.0497 | 90.3077 | 1174 | 0.7755 | 0.5621 | 0.7755 | 0.8806 |
639
- | 0.0497 | 90.4615 | 1176 | 0.7756 | 0.5621 | 0.7756 | 0.8807 |
640
- | 0.0497 | 90.6154 | 1178 | 0.7766 | 0.5621 | 0.7766 | 0.8813 |
641
- | 0.0497 | 90.7692 | 1180 | 0.7763 | 0.5621 | 0.7763 | 0.8811 |
642
- | 0.0497 | 90.9231 | 1182 | 0.7765 | 0.5621 | 0.7765 | 0.8812 |
643
- | 0.0497 | 91.0769 | 1184 | 0.7780 | 0.5621 | 0.7780 | 0.8820 |
644
- | 0.0497 | 91.2308 | 1186 | 0.7787 | 0.5621 | 0.7787 | 0.8825 |
645
- | 0.0497 | 91.3846 | 1188 | 0.7776 | 0.5621 | 0.7776 | 0.8818 |
646
- | 0.0497 | 91.5385 | 1190 | 0.7770 | 0.5621 | 0.7770 | 0.8815 |
647
- | 0.0497 | 91.6923 | 1192 | 0.7770 | 0.5621 | 0.7770 | 0.8815 |
648
- | 0.0497 | 91.8462 | 1194 | 0.7775 | 0.5621 | 0.7775 | 0.8817 |
649
- | 0.0497 | 92.0 | 1196 | 0.7783 | 0.5621 | 0.7783 | 0.8822 |
650
- | 0.0497 | 92.1538 | 1198 | 0.7786 | 0.5621 | 0.7786 | 0.8824 |
651
- | 0.0497 | 92.3077 | 1200 | 0.7784 | 0.5621 | 0.7784 | 0.8822 |
652
- | 0.0497 | 92.4615 | 1202 | 0.7777 | 0.5621 | 0.7777 | 0.8819 |
653
- | 0.0497 | 92.6154 | 1204 | 0.7765 | 0.5621 | 0.7765 | 0.8812 |
654
- | 0.0497 | 92.7692 | 1206 | 0.7752 | 0.5621 | 0.7752 | 0.8805 |
655
- | 0.0497 | 92.9231 | 1208 | 0.7740 | 0.5621 | 0.7740 | 0.8798 |
656
- | 0.0497 | 93.0769 | 1210 | 0.7742 | 0.5621 | 0.7742 | 0.8799 |
657
- | 0.0497 | 93.2308 | 1212 | 0.7751 | 0.5621 | 0.7751 | 0.8804 |
658
- | 0.0497 | 93.3846 | 1214 | 0.7766 | 0.5621 | 0.7766 | 0.8812 |
659
- | 0.0497 | 93.5385 | 1216 | 0.7769 | 0.5621 | 0.7769 | 0.8814 |
660
- | 0.0497 | 93.6923 | 1218 | 0.7772 | 0.5621 | 0.7772 | 0.8816 |
661
- | 0.0497 | 93.8462 | 1220 | 0.7774 | 0.5621 | 0.7774 | 0.8817 |
662
- | 0.0497 | 94.0 | 1222 | 0.7777 | 0.5621 | 0.7777 | 0.8819 |
663
- | 0.0497 | 94.1538 | 1224 | 0.7779 | 0.5621 | 0.7779 | 0.8820 |
664
- | 0.0497 | 94.3077 | 1226 | 0.7783 | 0.5621 | 0.7783 | 0.8822 |
665
- | 0.0497 | 94.4615 | 1228 | 0.7781 | 0.5621 | 0.7781 | 0.8821 |
666
- | 0.0497 | 94.6154 | 1230 | 0.7786 | 0.5621 | 0.7786 | 0.8824 |
667
- | 0.0497 | 94.7692 | 1232 | 0.7791 | 0.5621 | 0.7791 | 0.8827 |
668
- | 0.0497 | 94.9231 | 1234 | 0.7793 | 0.5621 | 0.7793 | 0.8828 |
669
- | 0.0497 | 95.0769 | 1236 | 0.7796 | 0.5621 | 0.7796 | 0.8829 |
670
- | 0.0497 | 95.2308 | 1238 | 0.7795 | 0.5621 | 0.7795 | 0.8829 |
671
- | 0.0497 | 95.3846 | 1240 | 0.7795 | 0.5621 | 0.7795 | 0.8829 |
672
- | 0.0497 | 95.5385 | 1242 | 0.7797 | 0.5621 | 0.7797 | 0.8830 |
673
- | 0.0497 | 95.6923 | 1244 | 0.7795 | 0.5648 | 0.7795 | 0.8829 |
674
- | 0.0497 | 95.8462 | 1246 | 0.7787 | 0.5648 | 0.7787 | 0.8824 |
675
- | 0.0497 | 96.0 | 1248 | 0.7786 | 0.5648 | 0.7786 | 0.8824 |
676
- | 0.0497 | 96.1538 | 1250 | 0.7789 | 0.5648 | 0.7789 | 0.8826 |
677
- | 0.0497 | 96.3077 | 1252 | 0.7798 | 0.5648 | 0.7798 | 0.8831 |
678
- | 0.0497 | 96.4615 | 1254 | 0.7805 | 0.5648 | 0.7805 | 0.8835 |
679
- | 0.0497 | 96.6154 | 1256 | 0.7817 | 0.5648 | 0.7817 | 0.8841 |
680
- | 0.0497 | 96.7692 | 1258 | 0.7826 | 0.5648 | 0.7826 | 0.8846 |
681
- | 0.0497 | 96.9231 | 1260 | 0.7834 | 0.5648 | 0.7834 | 0.8851 |
682
- | 0.0497 | 97.0769 | 1262 | 0.7839 | 0.5648 | 0.7839 | 0.8854 |
683
- | 0.0497 | 97.2308 | 1264 | 0.7842 | 0.5648 | 0.7842 | 0.8855 |
684
- | 0.0497 | 97.3846 | 1266 | 0.7846 | 0.5648 | 0.7846 | 0.8858 |
685
- | 0.0497 | 97.5385 | 1268 | 0.7850 | 0.5648 | 0.7850 | 0.8860 |
686
- | 0.0497 | 97.6923 | 1270 | 0.7855 | 0.5648 | 0.7855 | 0.8863 |
687
- | 0.0497 | 97.8462 | 1272 | 0.7858 | 0.5648 | 0.7858 | 0.8864 |
688
- | 0.0497 | 98.0 | 1274 | 0.7860 | 0.5648 | 0.7860 | 0.8866 |
689
- | 0.0497 | 98.1538 | 1276 | 0.7862 | 0.5648 | 0.7862 | 0.8867 |
690
- | 0.0497 | 98.3077 | 1278 | 0.7862 | 0.5648 | 0.7862 | 0.8867 |
691
- | 0.0497 | 98.4615 | 1280 | 0.7863 | 0.5648 | 0.7863 | 0.8867 |
692
- | 0.0497 | 98.6154 | 1282 | 0.7865 | 0.5648 | 0.7865 | 0.8869 |
693
- | 0.0497 | 98.7692 | 1284 | 0.7867 | 0.5648 | 0.7867 | 0.8870 |
694
- | 0.0497 | 98.9231 | 1286 | 0.7868 | 0.5648 | 0.7868 | 0.8870 |
695
- | 0.0497 | 99.0769 | 1288 | 0.7869 | 0.5648 | 0.7869 | 0.8871 |
696
- | 0.0497 | 99.2308 | 1290 | 0.7871 | 0.5648 | 0.7871 | 0.8872 |
697
- | 0.0497 | 99.3846 | 1292 | 0.7874 | 0.5648 | 0.7874 | 0.8873 |
698
- | 0.0497 | 99.5385 | 1294 | 0.7875 | 0.5648 | 0.7875 | 0.8874 |
699
- | 0.0497 | 99.6923 | 1296 | 0.7875 | 0.5648 | 0.7875 | 0.8874 |
700
- | 0.0497 | 99.8462 | 1298 | 0.7875 | 0.5648 | 0.7875 | 0.8874 |
701
- | 0.0497 | 100.0 | 1300 | 0.7875 | 0.5648 | 0.7875 | 0.8874 |
702
 
703
 
704
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.1957
19
+ - Qwk: 0.2397
20
+ - Mse: 1.1957
21
+ - Rmse: 1.0935
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.25 | 2 | 4.6783 | 0.0010 | 4.6783 | 2.1629 |
53
+ | No log | 0.5 | 4 | 3.1359 | -0.0352 | 3.1359 | 1.7709 |
54
+ | No log | 0.75 | 6 | 1.9364 | 0.1169 | 1.9364 | 1.3915 |
55
+ | No log | 1.0 | 8 | 1.7198 | 0.0062 | 1.7198 | 1.3114 |
56
+ | No log | 1.25 | 10 | 1.5235 | 0.0372 | 1.5235 | 1.2343 |
57
+ | No log | 1.5 | 12 | 1.3670 | 0.0994 | 1.3670 | 1.1692 |
58
+ | No log | 1.75 | 14 | 1.3009 | 0.1051 | 1.3009 | 1.1406 |
59
+ | No log | 2.0 | 16 | 1.2822 | 0.1283 | 1.2822 | 1.1324 |
60
+ | No log | 2.25 | 18 | 1.3490 | 0.1339 | 1.3490 | 1.1615 |
61
+ | No log | 2.5 | 20 | 1.4343 | 0.1080 | 1.4343 | 1.1976 |
62
+ | No log | 2.75 | 22 | 1.5221 | 0.0889 | 1.5221 | 1.2337 |
63
+ | No log | 3.0 | 24 | 1.8263 | 0.0925 | 1.8263 | 1.3514 |
64
+ | No log | 3.25 | 26 | 2.1614 | 0.0809 | 2.1614 | 1.4702 |
65
+ | No log | 3.5 | 28 | 1.9829 | 0.1075 | 1.9829 | 1.4082 |
66
+ | No log | 3.75 | 30 | 1.4886 | 0.1195 | 1.4886 | 1.2201 |
67
+ | No log | 4.0 | 32 | 1.1517 | 0.2298 | 1.1517 | 1.0732 |
68
+ | No log | 4.25 | 34 | 1.2136 | 0.1966 | 1.2136 | 1.1016 |
69
+ | No log | 4.5 | 36 | 1.2647 | 0.1966 | 1.2647 | 1.1246 |
70
+ | No log | 4.75 | 38 | 1.3651 | 0.1283 | 1.3651 | 1.1684 |
71
+ | No log | 5.0 | 40 | 1.3702 | 0.1928 | 1.3702 | 1.1706 |
72
+ | No log | 5.25 | 42 | 1.4830 | 0.0858 | 1.4830 | 1.2178 |
73
+ | No log | 5.5 | 44 | 1.3902 | 0.1481 | 1.3902 | 1.1791 |
74
+ | No log | 5.75 | 46 | 1.2046 | 0.2203 | 1.2046 | 1.0976 |
75
+ | No log | 6.0 | 48 | 1.1450 | 0.2298 | 1.1450 | 1.0700 |
76
+ | No log | 6.25 | 50 | 1.2596 | 0.2240 | 1.2596 | 1.1223 |
77
+ | No log | 6.5 | 52 | 1.3807 | 0.2115 | 1.3807 | 1.1750 |
78
+ | No log | 6.75 | 54 | 1.4653 | 0.1817 | 1.4653 | 1.2105 |
79
+ | No log | 7.0 | 56 | 1.5514 | 0.1908 | 1.5514 | 1.2455 |
80
+ | No log | 7.25 | 58 | 1.5065 | 0.1908 | 1.5065 | 1.2274 |
81
+ | No log | 7.5 | 60 | 1.3100 | 0.2382 | 1.3100 | 1.1445 |
82
+ | No log | 7.75 | 62 | 1.2434 | 0.2554 | 1.2434 | 1.1151 |
83
+ | No log | 8.0 | 64 | 1.1761 | 0.3348 | 1.1761 | 1.0845 |
84
+ | No log | 8.25 | 66 | 1.1922 | 0.2549 | 1.1922 | 1.0919 |
85
+ | No log | 8.5 | 68 | 1.2916 | 0.2015 | 1.2916 | 1.1365 |
86
+ | No log | 8.75 | 70 | 1.1825 | 0.2609 | 1.1825 | 1.0874 |
87
+ | No log | 9.0 | 72 | 1.0870 | 0.3204 | 1.0870 | 1.0426 |
88
+ | No log | 9.25 | 74 | 1.0620 | 0.3110 | 1.0620 | 1.0305 |
89
+ | No log | 9.5 | 76 | 1.1749 | 0.2572 | 1.1749 | 1.0839 |
90
+ | No log | 9.75 | 78 | 1.5451 | 0.2536 | 1.5451 | 1.2430 |
91
+ | No log | 10.0 | 80 | 1.6575 | 0.2873 | 1.6575 | 1.2874 |
92
+ | No log | 10.25 | 82 | 1.6802 | 0.2981 | 1.6802 | 1.2962 |
93
+ | No log | 10.5 | 84 | 1.4221 | 0.2863 | 1.4221 | 1.1925 |
94
+ | No log | 10.75 | 86 | 1.1203 | 0.2816 | 1.1203 | 1.0584 |
95
+ | No log | 11.0 | 88 | 1.0161 | 0.2913 | 1.0161 | 1.0080 |
96
+ | No log | 11.25 | 90 | 0.9735 | 0.2864 | 0.9735 | 0.9866 |
97
+ | No log | 11.5 | 92 | 1.0556 | 0.2432 | 1.0556 | 1.0274 |
98
+ | No log | 11.75 | 94 | 1.3712 | 0.1877 | 1.3712 | 1.1710 |
99
+ | No log | 12.0 | 96 | 1.6378 | 0.1457 | 1.6378 | 1.2798 |
100
+ | No log | 12.25 | 98 | 1.5254 | 0.2201 | 1.5254 | 1.2351 |
101
+ | No log | 12.5 | 100 | 1.2878 | 0.2522 | 1.2878 | 1.1348 |
102
+ | No log | 12.75 | 102 | 1.1463 | 0.2482 | 1.1463 | 1.0706 |
103
+ | No log | 13.0 | 104 | 1.0475 | 0.2988 | 1.0475 | 1.0235 |
104
+ | No log | 13.25 | 106 | 1.0498 | 0.2601 | 1.0498 | 1.0246 |
105
+ | No log | 13.5 | 108 | 1.1346 | 0.2890 | 1.1346 | 1.0652 |
106
+ | No log | 13.75 | 110 | 1.4329 | 0.3002 | 1.4329 | 1.1970 |
107
+ | No log | 14.0 | 112 | 1.8358 | 0.1225 | 1.8358 | 1.3549 |
108
+ | No log | 14.25 | 114 | 2.0172 | 0.1321 | 2.0172 | 1.4203 |
109
+ | No log | 14.5 | 116 | 1.8074 | 0.1309 | 1.8074 | 1.3444 |
110
+ | No log | 14.75 | 118 | 1.4404 | 0.1977 | 1.4404 | 1.2002 |
111
+ | No log | 15.0 | 120 | 1.1999 | 0.2964 | 1.1999 | 1.0954 |
112
+ | No log | 15.25 | 122 | 1.1572 | 0.3219 | 1.1572 | 1.0757 |
113
+ | No log | 15.5 | 124 | 1.1948 | 0.3512 | 1.1948 | 1.0931 |
114
+ | No log | 15.75 | 126 | 1.2487 | 0.2759 | 1.2487 | 1.1175 |
115
+ | No log | 16.0 | 128 | 1.5679 | 0.2306 | 1.5679 | 1.2522 |
116
+ | No log | 16.25 | 130 | 1.7900 | 0.2075 | 1.7900 | 1.3379 |
117
+ | No log | 16.5 | 132 | 1.5643 | 0.2227 | 1.5643 | 1.2507 |
118
+ | No log | 16.75 | 134 | 1.2362 | 0.2870 | 1.2362 | 1.1118 |
119
+ | No log | 17.0 | 136 | 1.0860 | 0.3276 | 1.0860 | 1.0421 |
120
+ | No log | 17.25 | 138 | 1.0800 | 0.2647 | 1.0800 | 1.0392 |
121
+ | No log | 17.5 | 140 | 1.1848 | 0.2287 | 1.1848 | 1.0885 |
122
+ | No log | 17.75 | 142 | 1.2846 | 0.3243 | 1.2846 | 1.1334 |
123
+ | No log | 18.0 | 144 | 1.4446 | 0.1636 | 1.4446 | 1.2019 |
124
+ | No log | 18.25 | 146 | 1.6140 | 0.1707 | 1.6140 | 1.2704 |
125
+ | No log | 18.5 | 148 | 1.6500 | 0.1844 | 1.6500 | 1.2845 |
126
+ | No log | 18.75 | 150 | 1.4637 | 0.1121 | 1.4637 | 1.2098 |
127
+ | No log | 19.0 | 152 | 1.2115 | 0.3365 | 1.2115 | 1.1007 |
128
+ | No log | 19.25 | 154 | 1.1420 | 0.3276 | 1.1420 | 1.0686 |
129
+ | No log | 19.5 | 156 | 1.1667 | 0.2871 | 1.1667 | 1.0801 |
130
+ | No log | 19.75 | 158 | 1.2712 | 0.3262 | 1.2712 | 1.1275 |
131
+ | No log | 20.0 | 160 | 1.4535 | 0.1882 | 1.4535 | 1.2056 |
132
+ | No log | 20.25 | 162 | 1.6469 | 0.1503 | 1.6469 | 1.2833 |
133
+ | No log | 20.5 | 164 | 1.6355 | 0.1475 | 1.6355 | 1.2789 |
134
+ | No log | 20.75 | 166 | 1.4743 | 0.1790 | 1.4743 | 1.2142 |
135
+ | No log | 21.0 | 168 | 1.3225 | 0.2657 | 1.3225 | 1.1500 |
136
+ | No log | 21.25 | 170 | 1.2048 | 0.2521 | 1.2048 | 1.0976 |
137
+ | No log | 21.5 | 172 | 1.1747 | 0.2469 | 1.1747 | 1.0838 |
138
+ | No log | 21.75 | 174 | 1.2094 | 0.2511 | 1.2094 | 1.0997 |
139
+ | No log | 22.0 | 176 | 1.3428 | 0.2229 | 1.3428 | 1.1588 |
140
+ | No log | 22.25 | 178 | 1.3753 | 0.2316 | 1.3753 | 1.1727 |
141
+ | No log | 22.5 | 180 | 1.3130 | 0.2424 | 1.3130 | 1.1458 |
142
+ | No log | 22.75 | 182 | 1.2963 | 0.2011 | 1.2963 | 1.1386 |
143
+ | No log | 23.0 | 184 | 1.3276 | 0.2259 | 1.3276 | 1.1522 |
144
+ | No log | 23.25 | 186 | 1.3319 | 0.2259 | 1.3319 | 1.1541 |
145
+ | No log | 23.5 | 188 | 1.3880 | 0.2464 | 1.3880 | 1.1781 |
146
+ | No log | 23.75 | 190 | 1.3811 | 0.3052 | 1.3811 | 1.1752 |
147
+ | No log | 24.0 | 192 | 1.4326 | 0.2814 | 1.4326 | 1.1969 |
148
+ | No log | 24.25 | 194 | 1.3892 | 0.3052 | 1.3892 | 1.1786 |
149
+ | No log | 24.5 | 196 | 1.2794 | 0.2839 | 1.2794 | 1.1311 |
150
+ | No log | 24.75 | 198 | 1.1941 | 0.3255 | 1.1941 | 1.0927 |
151
+ | No log | 25.0 | 200 | 1.1452 | 0.3965 | 1.1452 | 1.0702 |
152
+ | No log | 25.25 | 202 | 1.1596 | 0.3813 | 1.1596 | 1.0769 |
153
+ | No log | 25.5 | 204 | 1.2125 | 0.2832 | 1.2125 | 1.1012 |
154
+ | No log | 25.75 | 206 | 1.1892 | 0.3078 | 1.1892 | 1.0905 |
155
+ | No log | 26.0 | 208 | 1.1459 | 0.4100 | 1.1459 | 1.0704 |
156
+ | No log | 26.25 | 210 | 1.1526 | 0.3189 | 1.1526 | 1.0736 |
157
+ | No log | 26.5 | 212 | 1.1381 | 0.3280 | 1.1381 | 1.0668 |
158
+ | No log | 26.75 | 214 | 1.1675 | 0.3386 | 1.1675 | 1.0805 |
159
+ | No log | 27.0 | 216 | 1.2366 | 0.2787 | 1.2366 | 1.1120 |
160
+ | No log | 27.25 | 218 | 1.3594 | 0.2965 | 1.3594 | 1.1660 |
161
+ | No log | 27.5 | 220 | 1.4200 | 0.2431 | 1.4200 | 1.1916 |
162
+ | No log | 27.75 | 222 | 1.3503 | 0.2702 | 1.3503 | 1.1620 |
163
+ | No log | 28.0 | 224 | 1.3453 | 0.2673 | 1.3453 | 1.1599 |
164
+ | No log | 28.25 | 226 | 1.3318 | 0.1500 | 1.3318 | 1.1541 |
165
+ | No log | 28.5 | 228 | 1.2849 | 0.1790 | 1.2849 | 1.1336 |
166
+ | No log | 28.75 | 230 | 1.2047 | 0.2404 | 1.2047 | 1.0976 |
167
+ | No log | 29.0 | 232 | 1.1397 | 0.3243 | 1.1397 | 1.0676 |
168
+ | No log | 29.25 | 234 | 1.1651 | 0.3412 | 1.1651 | 1.0794 |
169
+ | No log | 29.5 | 236 | 1.2140 | 0.3412 | 1.2140 | 1.1018 |
170
+ | No log | 29.75 | 238 | 1.2491 | 0.3412 | 1.2491 | 1.1176 |
171
+ | No log | 30.0 | 240 | 1.2868 | 0.3169 | 1.2868 | 1.1344 |
172
+ | No log | 30.25 | 242 | 1.3047 | 0.3078 | 1.3047 | 1.1422 |
173
+ | No log | 30.5 | 244 | 1.2973 | 0.2986 | 1.2973 | 1.1390 |
174
+ | No log | 30.75 | 246 | 1.2167 | 0.3237 | 1.2167 | 1.1030 |
175
+ | No log | 31.0 | 248 | 1.1990 | 0.3174 | 1.1990 | 1.0950 |
176
+ | No log | 31.25 | 250 | 1.2540 | 0.2963 | 1.2540 | 1.1198 |
177
+ | No log | 31.5 | 252 | 1.2745 | 0.2230 | 1.2745 | 1.1289 |
178
+ | No log | 31.75 | 254 | 1.2280 | 0.2796 | 1.2280 | 1.1082 |
179
+ | No log | 32.0 | 256 | 1.1751 | 0.3443 | 1.1751 | 1.0840 |
180
+ | No log | 32.25 | 258 | 1.1978 | 0.3130 | 1.1978 | 1.0945 |
181
+ | No log | 32.5 | 260 | 1.2616 | 0.2247 | 1.2616 | 1.1232 |
182
+ | No log | 32.75 | 262 | 1.3751 | 0.2600 | 1.3751 | 1.1726 |
183
+ | No log | 33.0 | 264 | 1.6556 | 0.1321 | 1.6556 | 1.2867 |
184
+ | No log | 33.25 | 266 | 1.8189 | 0.1498 | 1.8189 | 1.3487 |
185
+ | No log | 33.5 | 268 | 1.7092 | 0.1132 | 1.7092 | 1.3073 |
186
+ | No log | 33.75 | 270 | 1.4599 | 0.1466 | 1.4599 | 1.2083 |
187
+ | No log | 34.0 | 272 | 1.2743 | 0.3169 | 1.2743 | 1.1288 |
188
+ | No log | 34.25 | 274 | 1.1725 | 0.2898 | 1.1725 | 1.0828 |
189
+ | No log | 34.5 | 276 | 1.1195 | 0.2676 | 1.1195 | 1.0581 |
190
+ | No log | 34.75 | 278 | 1.0998 | 0.3337 | 1.0998 | 1.0487 |
191
+ | No log | 35.0 | 280 | 1.1231 | 0.2914 | 1.1231 | 1.0598 |
192
+ | No log | 35.25 | 282 | 1.1467 | 0.3087 | 1.1467 | 1.0708 |
193
+ | No log | 35.5 | 284 | 1.1650 | 0.2748 | 1.1650 | 1.0794 |
194
+ | No log | 35.75 | 286 | 1.1831 | 0.2366 | 1.1831 | 1.0877 |
195
+ | No log | 36.0 | 288 | 1.2133 | 0.2685 | 1.2133 | 1.1015 |
196
+ | No log | 36.25 | 290 | 1.2703 | 0.2732 | 1.2703 | 1.1271 |
197
+ | No log | 36.5 | 292 | 1.2832 | 0.2760 | 1.2832 | 1.1328 |
198
+ | No log | 36.75 | 294 | 1.2558 | 0.2296 | 1.2558 | 1.1206 |
199
+ | No log | 37.0 | 296 | 1.2615 | 0.1980 | 1.2615 | 1.1232 |
200
+ | No log | 37.25 | 298 | 1.3110 | 0.2624 | 1.3110 | 1.1450 |
201
+ | No log | 37.5 | 300 | 1.3098 | 0.1988 | 1.3098 | 1.1445 |
202
+ | No log | 37.75 | 302 | 1.2469 | 0.2577 | 1.2469 | 1.1166 |
203
+ | No log | 38.0 | 304 | 1.1921 | 0.2964 | 1.1921 | 1.0918 |
204
+ | No log | 38.25 | 306 | 1.1889 | 0.3059 | 1.1889 | 1.0904 |
205
+ | No log | 38.5 | 308 | 1.1787 | 0.3059 | 1.1787 | 1.0857 |
206
+ | No log | 38.75 | 310 | 1.1919 | 0.2667 | 1.1919 | 1.0918 |
207
+ | No log | 39.0 | 312 | 1.1941 | 0.3280 | 1.1941 | 1.0928 |
208
+ | No log | 39.25 | 314 | 1.1808 | 0.3255 | 1.1808 | 1.0867 |
209
+ | No log | 39.5 | 316 | 1.1882 | 0.3255 | 1.1882 | 1.0900 |
210
+ | No log | 39.75 | 318 | 1.2119 | 0.3490 | 1.2119 | 1.1009 |
211
+ | No log | 40.0 | 320 | 1.1963 | 0.3218 | 1.1963 | 1.0938 |
212
+ | No log | 40.25 | 322 | 1.1733 | 0.3036 | 1.1733 | 1.0832 |
213
+ | No log | 40.5 | 324 | 1.1687 | 0.3719 | 1.1687 | 1.0811 |
214
+ | No log | 40.75 | 326 | 1.1861 | 0.3193 | 1.1861 | 1.0891 |
215
+ | No log | 41.0 | 328 | 1.2407 | 0.2870 | 1.2407 | 1.1139 |
216
+ | No log | 41.25 | 330 | 1.2612 | 0.2549 | 1.2612 | 1.1230 |
217
+ | No log | 41.5 | 332 | 1.2056 | 0.2870 | 1.2056 | 1.0980 |
218
+ | No log | 41.75 | 334 | 1.1268 | 0.3572 | 1.1268 | 1.0615 |
219
+ | No log | 42.0 | 336 | 1.0913 | 0.3821 | 1.0913 | 1.0447 |
220
+ | No log | 42.25 | 338 | 1.0721 | 0.3554 | 1.0721 | 1.0354 |
221
+ | No log | 42.5 | 340 | 1.0676 | 0.3829 | 1.0676 | 1.0332 |
222
+ | No log | 42.75 | 342 | 1.0907 | 0.3294 | 1.0907 | 1.0444 |
223
+ | No log | 43.0 | 344 | 1.1523 | 0.3128 | 1.1523 | 1.0735 |
224
+ | No log | 43.25 | 346 | 1.2709 | 0.1256 | 1.2709 | 1.1274 |
225
+ | No log | 43.5 | 348 | 1.3475 | 0.1226 | 1.3475 | 1.1608 |
226
+ | No log | 43.75 | 350 | 1.3183 | 0.1087 | 1.3183 | 1.1482 |
227
+ | No log | 44.0 | 352 | 1.2538 | 0.1913 | 1.2538 | 1.1198 |
228
+ | No log | 44.25 | 354 | 1.1818 | 0.3365 | 1.1818 | 1.0871 |
229
+ | No log | 44.5 | 356 | 1.1325 | 0.3104 | 1.1325 | 1.0642 |
230
+ | No log | 44.75 | 358 | 1.1145 | 0.3312 | 1.1145 | 1.0557 |
231
+ | No log | 45.0 | 360 | 1.1358 | 0.2844 | 1.1358 | 1.0657 |
232
+ | No log | 45.25 | 362 | 1.1777 | 0.2844 | 1.1777 | 1.0852 |
233
+ | No log | 45.5 | 364 | 1.2478 | 0.3033 | 1.2478 | 1.1170 |
234
+ | No log | 45.75 | 366 | 1.3290 | 0.0927 | 1.3290 | 1.1528 |
235
+ | No log | 46.0 | 368 | 1.2949 | 0.2549 | 1.2949 | 1.1379 |
236
+ | No log | 46.25 | 370 | 1.2271 | 0.3193 | 1.2271 | 1.1078 |
237
+ | No log | 46.5 | 372 | 1.1950 | 0.3614 | 1.1950 | 1.0932 |
238
+ | No log | 46.75 | 374 | 1.1855 | 0.3169 | 1.1855 | 1.0888 |
239
+ | No log | 47.0 | 376 | 1.1430 | 0.3572 | 1.1430 | 1.0691 |
240
+ | No log | 47.25 | 378 | 1.1376 | 0.3321 | 1.1376 | 1.0666 |
241
+ | No log | 47.5 | 380 | 1.1518 | 0.2917 | 1.1518 | 1.0732 |
242
+ | No log | 47.75 | 382 | 1.1415 | 0.3010 | 1.1415 | 1.0684 |
243
+ | No log | 48.0 | 384 | 1.1499 | 0.3010 | 1.1499 | 1.0723 |
244
+ | No log | 48.25 | 386 | 1.1905 | 0.3614 | 1.1905 | 1.0911 |
245
+ | No log | 48.5 | 388 | 1.2458 | 0.3519 | 1.2458 | 1.1161 |
246
+ | No log | 48.75 | 390 | 1.2518 | 0.3078 | 1.2518 | 1.1188 |
247
+ | No log | 49.0 | 392 | 1.2347 | 0.2896 | 1.2347 | 1.1112 |
248
+ | No log | 49.25 | 394 | 1.2270 | 0.2896 | 1.2270 | 1.1077 |
249
+ | No log | 49.5 | 396 | 1.2334 | 0.3078 | 1.2334 | 1.1106 |
250
+ | No log | 49.75 | 398 | 1.2701 | 0.3347 | 1.2701 | 1.1270 |
251
+ | No log | 50.0 | 400 | 1.3672 | 0.2056 | 1.3672 | 1.1693 |
252
+ | No log | 50.25 | 402 | 1.4142 | 0.1971 | 1.4142 | 1.1892 |
253
+ | No log | 50.5 | 404 | 1.3785 | 0.2056 | 1.3785 | 1.1741 |
254
+ | No log | 50.75 | 406 | 1.2884 | 0.3347 | 1.2884 | 1.1351 |
255
+ | No log | 51.0 | 408 | 1.2287 | 0.2942 | 1.2287 | 1.1085 |
256
+ | No log | 51.25 | 410 | 1.2122 | 0.3189 | 1.2122 | 1.1010 |
257
+ | No log | 51.5 | 412 | 1.2112 | 0.3189 | 1.2112 | 1.1006 |
258
+ | No log | 51.75 | 414 | 1.2197 | 0.3544 | 1.2197 | 1.1044 |
259
+ | No log | 52.0 | 416 | 1.2621 | 0.3031 | 1.2621 | 1.1234 |
260
+ | No log | 52.25 | 418 | 1.3174 | 0.2181 | 1.3174 | 1.1478 |
261
+ | No log | 52.5 | 420 | 1.3119 | 0.2181 | 1.3119 | 1.1454 |
262
+ | No log | 52.75 | 422 | 1.2518 | 0.3031 | 1.2518 | 1.1188 |
263
+ | No log | 53.0 | 424 | 1.2239 | 0.3584 | 1.2239 | 1.1063 |
264
+ | No log | 53.25 | 426 | 1.2398 | 0.3273 | 1.2398 | 1.1135 |
265
+ | No log | 53.5 | 428 | 1.2530 | 0.3273 | 1.2530 | 1.1194 |
266
+ | No log | 53.75 | 430 | 1.2382 | 0.3273 | 1.2382 | 1.1127 |
267
+ | No log | 54.0 | 432 | 1.2362 | 0.3031 | 1.2362 | 1.1118 |
268
+ | No log | 54.25 | 434 | 1.2432 | 0.2716 | 1.2432 | 1.1150 |
269
+ | No log | 54.5 | 436 | 1.2151 | 0.2870 | 1.2151 | 1.1023 |
270
+ | No log | 54.75 | 438 | 1.1858 | 0.3519 | 1.1858 | 1.0889 |
271
+ | No log | 55.0 | 440 | 1.1670 | 0.3937 | 1.1670 | 1.0803 |
272
+ | No log | 55.25 | 442 | 1.1710 | 0.3668 | 1.1710 | 1.0821 |
273
+ | No log | 55.5 | 444 | 1.1936 | 0.3010 | 1.1936 | 1.0925 |
274
+ | No log | 55.75 | 446 | 1.2427 | 0.2940 | 1.2427 | 1.1148 |
275
+ | No log | 56.0 | 448 | 1.2627 | 0.2940 | 1.2627 | 1.1237 |
276
+ | No log | 56.25 | 450 | 1.2513 | 0.2760 | 1.2513 | 1.1186 |
277
+ | No log | 56.5 | 452 | 1.2484 | 0.2787 | 1.2484 | 1.1173 |
278
+ | No log | 56.75 | 454 | 1.2627 | 0.2787 | 1.2627 | 1.1237 |
279
+ | No log | 57.0 | 456 | 1.2678 | 0.2760 | 1.2678 | 1.1260 |
280
+ | No log | 57.25 | 458 | 1.2643 | 0.2760 | 1.2643 | 1.1244 |
281
+ | No log | 57.5 | 460 | 1.2503 | 0.2760 | 1.2503 | 1.1182 |
282
+ | No log | 57.75 | 462 | 1.2472 | 0.2445 | 1.2472 | 1.1168 |
283
+ | No log | 58.0 | 464 | 1.2955 | 0.2445 | 1.2955 | 1.1382 |
284
+ | No log | 58.25 | 466 | 1.3163 | 0.2702 | 1.3163 | 1.1473 |
285
+ | No log | 58.5 | 468 | 1.3251 | 0.2702 | 1.3251 | 1.1511 |
286
+ | No log | 58.75 | 470 | 1.3079 | 0.2702 | 1.3079 | 1.1436 |
287
+ | No log | 59.0 | 472 | 1.2817 | 0.3007 | 1.2817 | 1.1321 |
288
+ | No log | 59.25 | 474 | 1.2500 | 0.2445 | 1.2500 | 1.1180 |
289
+ | No log | 59.5 | 476 | 1.2461 | 0.2940 | 1.2461 | 1.1163 |
290
+ | No log | 59.75 | 478 | 1.2265 | 0.2940 | 1.2265 | 1.1075 |
291
+ | No log | 60.0 | 480 | 1.1995 | 0.3381 | 1.1995 | 1.0952 |
292
+ | No log | 60.25 | 482 | 1.1991 | 0.3056 | 1.1991 | 1.0950 |
293
+ | No log | 60.5 | 484 | 1.1972 | 0.2963 | 1.1972 | 1.0942 |
294
+ | No log | 60.75 | 486 | 1.1811 | 0.3519 | 1.1811 | 1.0868 |
295
+ | No log | 61.0 | 488 | 1.1505 | 0.3798 | 1.1505 | 1.0726 |
296
+ | No log | 61.25 | 490 | 1.1314 | 0.3798 | 1.1314 | 1.0637 |
297
+ | No log | 61.5 | 492 | 1.1135 | 0.3062 | 1.1135 | 1.0552 |
298
+ | No log | 61.75 | 494 | 1.1199 | 0.3602 | 1.1199 | 1.0583 |
299
+ | No log | 62.0 | 496 | 1.1497 | 0.3302 | 1.1497 | 1.0723 |
300
+ | No log | 62.25 | 498 | 1.1795 | 0.3193 | 1.1795 | 1.0860 |
301
+ | 0.245 | 62.5 | 500 | 1.2107 | 0.3031 | 1.2107 | 1.1003 |
302
+ | 0.245 | 62.75 | 502 | 1.2380 | 0.2940 | 1.2380 | 1.1126 |
303
+ | 0.245 | 63.0 | 504 | 1.2238 | 0.2940 | 1.2238 | 1.1062 |
304
+ | 0.245 | 63.25 | 506 | 1.2028 | 0.2654 | 1.2028 | 1.0967 |
305
+ | 0.245 | 63.5 | 508 | 1.1870 | 0.2820 | 1.1870 | 1.0895 |
306
+ | 0.245 | 63.75 | 510 | 1.1826 | 0.3059 | 1.1826 | 1.0875 |
307
+ | 0.245 | 64.0 | 512 | 1.1847 | 0.2812 | 1.1847 | 1.0884 |
308
+ | 0.245 | 64.25 | 514 | 1.1798 | 0.3180 | 1.1798 | 1.0862 |
309
+ | 0.245 | 64.5 | 516 | 1.1743 | 0.2919 | 1.1743 | 1.0837 |
310
+ | 0.245 | 64.75 | 518 | 1.1736 | 0.2633 | 1.1736 | 1.0833 |
311
+ | 0.245 | 65.0 | 520 | 1.1757 | 0.2776 | 1.1757 | 1.0843 |
312
+ | 0.245 | 65.25 | 522 | 1.1889 | 0.2871 | 1.1889 | 1.0904 |
313
+ | 0.245 | 65.5 | 524 | 1.1957 | 0.2397 | 1.1957 | 1.0935 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
314
 
315
 
316
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