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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k19_task5_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_run1_AugV5_k19_task5_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: 0.6688
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- - Qwk: 0.5412
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- - Mse: 0.6688
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- - Rmse: 0.8178
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  ## Model description
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@@ -47,279 +47,545 @@ 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 | 0.0333 | 2 | 4.1552 | 0.0130 | 4.1552 | 2.0384 |
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- | No log | 0.0667 | 4 | 2.5427 | -0.0274 | 2.5427 | 1.5946 |
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- | No log | 0.1 | 6 | 1.5145 | -0.0078 | 1.5145 | 1.2306 |
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- | No log | 0.1333 | 8 | 1.2325 | 0.0761 | 1.2325 | 1.1102 |
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- | No log | 0.1667 | 10 | 1.2366 | 0.0791 | 1.2366 | 1.1120 |
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- | No log | 0.2 | 12 | 1.3236 | -0.0278 | 1.3236 | 1.1505 |
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- | No log | 0.2333 | 14 | 1.9060 | 0.0632 | 1.9060 | 1.3806 |
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- | No log | 0.2667 | 16 | 1.9723 | 0.0219 | 1.9723 | 1.4044 |
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- | No log | 0.3 | 18 | 1.7620 | -0.0469 | 1.7620 | 1.3274 |
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- | No log | 0.3333 | 20 | 1.4636 | 0.0380 | 1.4636 | 1.2098 |
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- | No log | 0.3667 | 22 | 1.3111 | 0.0318 | 1.3111 | 1.1451 |
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- | No log | 0.4 | 24 | 1.1310 | 0.1416 | 1.1310 | 1.0635 |
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- | No log | 0.4333 | 26 | 1.0274 | 0.2166 | 1.0274 | 1.0136 |
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- | No log | 0.4667 | 28 | 1.0581 | 0.2834 | 1.0581 | 1.0286 |
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- | No log | 0.5 | 30 | 1.2430 | 0.1142 | 1.2430 | 1.1149 |
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- | No log | 0.5333 | 32 | 1.1691 | 0.1114 | 1.1691 | 1.0812 |
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- | No log | 0.5667 | 34 | 1.0593 | 0.2221 | 1.0593 | 1.0292 |
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- | No log | 0.6 | 36 | 0.9277 | 0.2811 | 0.9277 | 0.9632 |
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- | No log | 0.6333 | 38 | 0.9421 | 0.2314 | 0.9421 | 0.9706 |
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- | No log | 0.6667 | 40 | 1.0042 | 0.2263 | 1.0042 | 1.0021 |
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- | No log | 0.7 | 42 | 0.8985 | 0.4395 | 0.8985 | 0.9479 |
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- | No log | 0.7333 | 44 | 1.3636 | 0.2707 | 1.3636 | 1.1677 |
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- | No log | 0.7667 | 46 | 1.7538 | 0.2605 | 1.7538 | 1.3243 |
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- | No log | 0.8 | 48 | 1.5271 | 0.2972 | 1.5271 | 1.2358 |
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- | No log | 0.8333 | 50 | 1.0886 | 0.3452 | 1.0886 | 1.0433 |
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- | No log | 0.8667 | 52 | 0.9047 | 0.3970 | 0.9047 | 0.9511 |
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- | No log | 0.9 | 54 | 0.8828 | 0.3188 | 0.8828 | 0.9396 |
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- | No log | 0.9333 | 56 | 0.8672 | 0.4269 | 0.8672 | 0.9312 |
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- | No log | 0.9667 | 58 | 0.9075 | 0.4135 | 0.9075 | 0.9526 |
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- | No log | 1.0 | 60 | 1.2217 | 0.3125 | 1.2217 | 1.1053 |
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- | No log | 1.0333 | 62 | 1.6775 | 0.2867 | 1.6775 | 1.2952 |
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- | No log | 1.0667 | 64 | 1.6174 | 0.2591 | 1.6174 | 1.2718 |
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- | No log | 1.1 | 66 | 1.2787 | 0.3323 | 1.2787 | 1.1308 |
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- | No log | 1.1333 | 68 | 0.9986 | 0.3433 | 0.9986 | 0.9993 |
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- | No log | 1.1667 | 70 | 0.8736 | 0.4186 | 0.8736 | 0.9347 |
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- | No log | 1.2 | 72 | 0.8096 | 0.5517 | 0.8096 | 0.8998 |
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- | No log | 1.2333 | 74 | 0.8008 | 0.5463 | 0.8008 | 0.8948 |
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- | No log | 1.2667 | 76 | 0.8565 | 0.5418 | 0.8565 | 0.9255 |
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- | No log | 1.3 | 78 | 0.8999 | 0.5130 | 0.8999 | 0.9486 |
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- | No log | 1.3333 | 80 | 0.8170 | 0.6217 | 0.8170 | 0.9039 |
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- | No log | 1.3667 | 82 | 0.9141 | 0.4186 | 0.9141 | 0.9561 |
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- | No log | 1.4 | 84 | 0.9950 | 0.4575 | 0.9950 | 0.9975 |
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- | No log | 1.4333 | 86 | 0.8827 | 0.4455 | 0.8827 | 0.9395 |
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- | No log | 1.4667 | 88 | 0.8350 | 0.5103 | 0.8350 | 0.9138 |
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- | No log | 1.5 | 90 | 0.8053 | 0.4416 | 0.8053 | 0.8974 |
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- | No log | 1.5333 | 92 | 0.8375 | 0.3719 | 0.8375 | 0.9152 |
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- | No log | 1.5667 | 94 | 0.7795 | 0.5503 | 0.7795 | 0.8829 |
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- | No log | 1.6 | 96 | 0.8842 | 0.4696 | 0.8842 | 0.9403 |
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- | No log | 1.6333 | 98 | 0.8879 | 0.5137 | 0.8879 | 0.9423 |
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- | No log | 1.6667 | 100 | 0.7867 | 0.5835 | 0.7867 | 0.8870 |
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- | No log | 1.7 | 102 | 0.8761 | 0.4479 | 0.8761 | 0.9360 |
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- | No log | 1.7333 | 104 | 0.9217 | 0.4376 | 0.9217 | 0.9600 |
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- | No log | 1.7667 | 106 | 0.8571 | 0.4304 | 0.8571 | 0.9258 |
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- | No log | 1.8 | 108 | 0.8543 | 0.4304 | 0.8543 | 0.9243 |
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- | No log | 1.8333 | 110 | 0.8711 | 0.4035 | 0.8711 | 0.9333 |
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- | No log | 1.8667 | 112 | 0.8522 | 0.3673 | 0.8522 | 0.9231 |
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- | No log | 1.9 | 114 | 0.9402 | 0.4455 | 0.9402 | 0.9696 |
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- | No log | 1.9333 | 116 | 0.9472 | 0.4681 | 0.9472 | 0.9732 |
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- | No log | 1.9667 | 118 | 0.8869 | 0.4835 | 0.8869 | 0.9417 |
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- | No log | 2.0 | 120 | 0.8004 | 0.5117 | 0.8004 | 0.8947 |
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- | No log | 2.0333 | 122 | 0.7592 | 0.5582 | 0.7592 | 0.8713 |
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- | No log | 2.0667 | 124 | 0.7539 | 0.5106 | 0.7539 | 0.8683 |
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- | No log | 2.1 | 126 | 0.7969 | 0.5256 | 0.7969 | 0.8927 |
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- | No log | 2.1333 | 128 | 0.8067 | 0.5353 | 0.8067 | 0.8981 |
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- | No log | 2.1667 | 130 | 0.7200 | 0.6229 | 0.7200 | 0.8485 |
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- | No log | 2.2 | 132 | 0.8109 | 0.5151 | 0.8109 | 0.9005 |
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- | No log | 2.2333 | 134 | 0.9043 | 0.4668 | 0.9043 | 0.9509 |
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- | No log | 2.2667 | 136 | 0.7757 | 0.5348 | 0.7757 | 0.8807 |
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- | No log | 2.3 | 138 | 0.7215 | 0.6435 | 0.7215 | 0.8494 |
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- | No log | 2.3333 | 140 | 0.8793 | 0.4470 | 0.8793 | 0.9377 |
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- | No log | 2.3667 | 142 | 0.8358 | 0.4815 | 0.8358 | 0.9142 |
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- | No log | 2.4 | 144 | 0.7130 | 0.6073 | 0.7130 | 0.8444 |
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- | No log | 2.4333 | 146 | 0.7363 | 0.5645 | 0.7363 | 0.8581 |
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- | No log | 2.4667 | 148 | 0.7281 | 0.5442 | 0.7281 | 0.8533 |
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- | No log | 2.5 | 150 | 0.6912 | 0.6254 | 0.6912 | 0.8314 |
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- | No log | 2.5333 | 152 | 0.8062 | 0.5083 | 0.8062 | 0.8979 |
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- | No log | 2.5667 | 154 | 0.9078 | 0.4552 | 0.9078 | 0.9528 |
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- | No log | 2.6 | 156 | 0.8675 | 0.4923 | 0.8675 | 0.9314 |
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- | No log | 2.6333 | 158 | 0.7580 | 0.4576 | 0.7580 | 0.8706 |
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- | No log | 2.6667 | 160 | 0.7112 | 0.5247 | 0.7112 | 0.8433 |
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- | No log | 2.7 | 162 | 0.6799 | 0.5939 | 0.6799 | 0.8246 |
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- | No log | 2.7333 | 164 | 0.6618 | 0.6461 | 0.6618 | 0.8135 |
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- | No log | 2.7667 | 166 | 0.6495 | 0.6561 | 0.6495 | 0.8059 |
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- | No log | 2.8 | 168 | 0.6707 | 0.6501 | 0.6707 | 0.8190 |
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- | No log | 2.8333 | 170 | 0.6895 | 0.6493 | 0.6895 | 0.8304 |
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- | No log | 2.8667 | 172 | 0.6725 | 0.6528 | 0.6725 | 0.8201 |
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- | No log | 2.9 | 174 | 0.6433 | 0.6032 | 0.6433 | 0.8021 |
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- | No log | 2.9333 | 176 | 0.6920 | 0.5806 | 0.6920 | 0.8319 |
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- | No log | 2.9667 | 178 | 0.6637 | 0.5302 | 0.6637 | 0.8147 |
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- | No log | 3.0 | 180 | 0.7236 | 0.4599 | 0.7236 | 0.8507 |
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- | No log | 3.0333 | 182 | 0.7658 | 0.4471 | 0.7658 | 0.8751 |
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- | No log | 3.0667 | 184 | 0.7131 | 0.5231 | 0.7131 | 0.8445 |
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- | No log | 3.1 | 186 | 0.6565 | 0.5042 | 0.6565 | 0.8102 |
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- | No log | 3.1333 | 188 | 0.7207 | 0.5255 | 0.7207 | 0.8490 |
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- | No log | 3.1667 | 190 | 0.7379 | 0.5027 | 0.7379 | 0.8590 |
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- | No log | 3.2 | 192 | 0.6632 | 0.4975 | 0.6632 | 0.8144 |
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- | No log | 3.2333 | 194 | 0.6846 | 0.5746 | 0.6846 | 0.8274 |
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- | No log | 3.2667 | 196 | 0.8359 | 0.4573 | 0.8359 | 0.9142 |
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- | No log | 3.3 | 198 | 0.9977 | 0.4152 | 0.9977 | 0.9988 |
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- | No log | 3.3333 | 200 | 0.9992 | 0.3970 | 0.9992 | 0.9996 |
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- | No log | 3.3667 | 202 | 0.8781 | 0.3956 | 0.8781 | 0.9371 |
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- | No log | 3.4 | 204 | 0.7929 | 0.4952 | 0.7929 | 0.8905 |
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- | No log | 3.4333 | 206 | 0.7743 | 0.4697 | 0.7743 | 0.8800 |
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- | No log | 3.4667 | 208 | 0.7778 | 0.3523 | 0.7778 | 0.8819 |
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- | No log | 3.5 | 210 | 0.7947 | 0.4318 | 0.7947 | 0.8914 |
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- | No log | 3.5333 | 212 | 0.7615 | 0.5056 | 0.7615 | 0.8727 |
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- | No log | 3.5667 | 214 | 0.7164 | 0.5103 | 0.7164 | 0.8464 |
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- | No log | 3.6 | 216 | 0.6679 | 0.5505 | 0.6679 | 0.8172 |
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- | No log | 3.6333 | 218 | 0.6852 | 0.5737 | 0.6852 | 0.8278 |
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- | No log | 3.6667 | 220 | 0.6404 | 0.6025 | 0.6404 | 0.8002 |
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- | No log | 3.7 | 222 | 0.6256 | 0.5796 | 0.6256 | 0.7909 |
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- | No log | 3.7333 | 224 | 0.6237 | 0.6133 | 0.6237 | 0.7897 |
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- | No log | 3.7667 | 226 | 0.6246 | 0.6175 | 0.6246 | 0.7903 |
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- | No log | 3.8 | 228 | 0.6645 | 0.5917 | 0.6645 | 0.8152 |
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- | No log | 3.8333 | 230 | 0.6928 | 0.5446 | 0.6928 | 0.8323 |
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- | No log | 3.8667 | 232 | 0.7155 | 0.5035 | 0.7155 | 0.8459 |
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- | No log | 3.9 | 234 | 0.8157 | 0.4697 | 0.8157 | 0.9032 |
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- | No log | 3.9333 | 236 | 0.8513 | 0.4162 | 0.8513 | 0.9227 |
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- | No log | 3.9667 | 238 | 0.7916 | 0.4028 | 0.7916 | 0.8897 |
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- | No log | 4.0 | 240 | 0.7346 | 0.4898 | 0.7346 | 0.8571 |
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- | No log | 4.0333 | 242 | 0.7170 | 0.5331 | 0.7170 | 0.8468 |
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- | No log | 4.0667 | 244 | 0.7070 | 0.5573 | 0.7070 | 0.8408 |
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- | No log | 4.1 | 246 | 0.6703 | 0.5794 | 0.6703 | 0.8187 |
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- | No log | 4.1333 | 248 | 0.6445 | 0.5669 | 0.6445 | 0.8028 |
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- | No log | 4.1667 | 250 | 0.6245 | 0.6778 | 0.6245 | 0.7902 |
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- | No log | 4.2 | 252 | 0.6120 | 0.6890 | 0.6120 | 0.7823 |
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- | No log | 4.2333 | 254 | 0.6144 | 0.6057 | 0.6144 | 0.7838 |
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- | No log | 4.2667 | 256 | 0.6156 | 0.6787 | 0.6156 | 0.7846 |
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- | No log | 4.3 | 258 | 0.6629 | 0.6120 | 0.6629 | 0.8142 |
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- | No log | 4.3333 | 260 | 0.6602 | 0.5314 | 0.6602 | 0.8125 |
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- | No log | 4.3667 | 262 | 0.6983 | 0.5747 | 0.6983 | 0.8357 |
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- | No log | 4.4 | 264 | 0.7455 | 0.4858 | 0.7455 | 0.8634 |
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- | No log | 4.4333 | 266 | 0.7750 | 0.4209 | 0.7750 | 0.8803 |
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- | No log | 4.4667 | 268 | 0.7991 | 0.4209 | 0.7991 | 0.8939 |
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- | No log | 4.5 | 270 | 0.7849 | 0.4327 | 0.7849 | 0.8859 |
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- | No log | 4.5333 | 272 | 0.7184 | 0.4524 | 0.7184 | 0.8476 |
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- | No log | 4.5667 | 274 | 0.7069 | 0.5315 | 0.7069 | 0.8408 |
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- | No log | 4.6 | 276 | 0.7286 | 0.5215 | 0.7286 | 0.8536 |
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- | No log | 4.6333 | 278 | 0.7250 | 0.5188 | 0.7250 | 0.8515 |
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- | No log | 4.6667 | 280 | 0.7466 | 0.5121 | 0.7466 | 0.8640 |
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- | No log | 4.7 | 282 | 0.7995 | 0.4696 | 0.7995 | 0.8941 |
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- | No log | 4.7333 | 284 | 0.7799 | 0.4712 | 0.7799 | 0.8831 |
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- | No log | 4.7667 | 286 | 0.7189 | 0.5274 | 0.7189 | 0.8479 |
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- | No log | 4.8 | 288 | 0.7098 | 0.5647 | 0.7098 | 0.8425 |
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- | No log | 4.8333 | 290 | 0.7003 | 0.5759 | 0.7003 | 0.8368 |
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- | No log | 4.8667 | 292 | 0.6957 | 0.5656 | 0.6957 | 0.8341 |
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- | No log | 4.9 | 294 | 0.6886 | 0.5882 | 0.6886 | 0.8298 |
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- | No log | 4.9333 | 296 | 0.6725 | 0.5831 | 0.6725 | 0.8201 |
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- | No log | 4.9667 | 298 | 0.6573 | 0.6324 | 0.6573 | 0.8107 |
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- | No log | 5.0 | 300 | 0.6236 | 0.5994 | 0.6236 | 0.7897 |
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- | No log | 5.0333 | 302 | 0.6234 | 0.5568 | 0.6234 | 0.7896 |
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- | No log | 5.0667 | 304 | 0.6322 | 0.4868 | 0.6322 | 0.7951 |
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- | No log | 5.1 | 306 | 0.6148 | 0.5782 | 0.6148 | 0.7841 |
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- | No log | 5.1333 | 308 | 0.6191 | 0.6510 | 0.6191 | 0.7869 |
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- | No log | 5.1667 | 310 | 0.6469 | 0.7084 | 0.6469 | 0.8043 |
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- | No log | 5.2 | 312 | 0.6684 | 0.6990 | 0.6684 | 0.8175 |
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- | No log | 5.2333 | 314 | 0.6647 | 0.7033 | 0.6647 | 0.8153 |
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- | No log | 5.2667 | 316 | 0.6502 | 0.6614 | 0.6502 | 0.8064 |
210
- | No log | 5.3 | 318 | 0.6583 | 0.6119 | 0.6583 | 0.8114 |
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- | No log | 5.3333 | 320 | 0.6337 | 0.6455 | 0.6337 | 0.7961 |
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- | No log | 5.3667 | 322 | 0.6174 | 0.5438 | 0.6174 | 0.7858 |
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- | No log | 5.4 | 324 | 0.6172 | 0.5202 | 0.6172 | 0.7856 |
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- | No log | 5.4333 | 326 | 0.6220 | 0.5074 | 0.6220 | 0.7887 |
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- | No log | 5.4667 | 328 | 0.6419 | 0.5107 | 0.6419 | 0.8012 |
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- | No log | 5.5 | 330 | 0.6594 | 0.5197 | 0.6594 | 0.8120 |
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- | No log | 5.5333 | 332 | 0.7026 | 0.5439 | 0.7026 | 0.8382 |
218
- | No log | 5.5667 | 334 | 0.6440 | 0.5993 | 0.6440 | 0.8025 |
219
- | No log | 5.6 | 336 | 0.6010 | 0.6174 | 0.6010 | 0.7752 |
220
- | No log | 5.6333 | 338 | 0.6060 | 0.6438 | 0.6060 | 0.7785 |
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- | No log | 5.6667 | 340 | 0.6005 | 0.6347 | 0.6005 | 0.7749 |
222
- | No log | 5.7 | 342 | 0.6220 | 0.5710 | 0.6220 | 0.7887 |
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- | No log | 5.7333 | 344 | 0.6647 | 0.5521 | 0.6647 | 0.8153 |
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- | No log | 5.7667 | 346 | 0.7012 | 0.5455 | 0.7012 | 0.8374 |
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- | No log | 5.8 | 348 | 0.6624 | 0.5153 | 0.6624 | 0.8139 |
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- | No log | 5.8333 | 350 | 0.5983 | 0.6452 | 0.5983 | 0.7735 |
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- | No log | 5.8667 | 352 | 0.6207 | 0.6308 | 0.6207 | 0.7878 |
228
- | No log | 5.9 | 354 | 0.7104 | 0.5372 | 0.7104 | 0.8428 |
229
- | No log | 5.9333 | 356 | 0.7335 | 0.4964 | 0.7335 | 0.8565 |
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- | No log | 5.9667 | 358 | 0.6511 | 0.6457 | 0.6511 | 0.8069 |
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- | No log | 6.0 | 360 | 0.6276 | 0.5622 | 0.6276 | 0.7922 |
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- | No log | 6.0333 | 362 | 0.6767 | 0.4608 | 0.6767 | 0.8226 |
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- | No log | 6.0667 | 364 | 0.6606 | 0.4503 | 0.6606 | 0.8128 |
234
- | No log | 6.1 | 366 | 0.6472 | 0.4833 | 0.6472 | 0.8045 |
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- | No log | 6.1333 | 368 | 0.6820 | 0.5828 | 0.6820 | 0.8258 |
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- | No log | 6.1667 | 370 | 0.6834 | 0.5946 | 0.6834 | 0.8267 |
237
- | No log | 6.2 | 372 | 0.6177 | 0.6025 | 0.6177 | 0.7859 |
238
- | No log | 6.2333 | 374 | 0.5759 | 0.6317 | 0.5759 | 0.7589 |
239
- | No log | 6.2667 | 376 | 0.5826 | 0.6427 | 0.5826 | 0.7633 |
240
- | No log | 6.3 | 378 | 0.5876 | 0.6427 | 0.5876 | 0.7666 |
241
- | No log | 6.3333 | 380 | 0.6114 | 0.5794 | 0.6114 | 0.7819 |
242
- | No log | 6.3667 | 382 | 0.6191 | 0.6129 | 0.6191 | 0.7868 |
243
- | No log | 6.4 | 384 | 0.6274 | 0.5805 | 0.6274 | 0.7921 |
244
- | No log | 6.4333 | 386 | 0.6387 | 0.6014 | 0.6387 | 0.7992 |
245
- | No log | 6.4667 | 388 | 0.6332 | 0.6014 | 0.6332 | 0.7957 |
246
- | No log | 6.5 | 390 | 0.6198 | 0.5455 | 0.6198 | 0.7873 |
247
- | No log | 6.5333 | 392 | 0.6083 | 0.5316 | 0.6083 | 0.7800 |
248
- | No log | 6.5667 | 394 | 0.6186 | 0.5510 | 0.6186 | 0.7865 |
249
- | No log | 6.6 | 396 | 0.6307 | 0.5174 | 0.6307 | 0.7941 |
250
- | No log | 6.6333 | 398 | 0.6532 | 0.5421 | 0.6532 | 0.8082 |
251
- | No log | 6.6667 | 400 | 0.6872 | 0.5542 | 0.6872 | 0.8290 |
252
- | No log | 6.7 | 402 | 0.6899 | 0.4866 | 0.6899 | 0.8306 |
253
- | No log | 6.7333 | 404 | 0.7039 | 0.4494 | 0.7039 | 0.8390 |
254
- | No log | 6.7667 | 406 | 0.7320 | 0.4595 | 0.7320 | 0.8556 |
255
- | No log | 6.8 | 408 | 0.7086 | 0.3922 | 0.7086 | 0.8418 |
256
- | No log | 6.8333 | 410 | 0.6842 | 0.4641 | 0.6842 | 0.8271 |
257
- | No log | 6.8667 | 412 | 0.6873 | 0.5704 | 0.6873 | 0.8290 |
258
- | No log | 6.9 | 414 | 0.6613 | 0.6139 | 0.6613 | 0.8132 |
259
- | No log | 6.9333 | 416 | 0.6428 | 0.6007 | 0.6428 | 0.8017 |
260
- | No log | 6.9667 | 418 | 0.6633 | 0.5777 | 0.6633 | 0.8144 |
261
- | No log | 7.0 | 420 | 0.6277 | 0.6406 | 0.6277 | 0.7922 |
262
- | No log | 7.0333 | 422 | 0.6265 | 0.6238 | 0.6265 | 0.7915 |
263
- | No log | 7.0667 | 424 | 0.6711 | 0.6050 | 0.6711 | 0.8192 |
264
- | No log | 7.1 | 426 | 0.6574 | 0.5706 | 0.6574 | 0.8108 |
265
- | No log | 7.1333 | 428 | 0.6413 | 0.5536 | 0.6413 | 0.8008 |
266
- | No log | 7.1667 | 430 | 0.6608 | 0.4927 | 0.6608 | 0.8129 |
267
- | No log | 7.2 | 432 | 0.7003 | 0.5545 | 0.7003 | 0.8368 |
268
- | No log | 7.2333 | 434 | 0.7134 | 0.5592 | 0.7134 | 0.8446 |
269
- | No log | 7.2667 | 436 | 0.7086 | 0.5224 | 0.7086 | 0.8418 |
270
- | No log | 7.3 | 438 | 0.7039 | 0.5224 | 0.7039 | 0.8390 |
271
- | No log | 7.3333 | 440 | 0.7176 | 0.5016 | 0.7176 | 0.8471 |
272
- | No log | 7.3667 | 442 | 0.7919 | 0.3351 | 0.7919 | 0.8899 |
273
- | No log | 7.4 | 444 | 0.8240 | 0.2721 | 0.8240 | 0.9077 |
274
- | No log | 7.4333 | 446 | 0.8022 | 0.3498 | 0.8022 | 0.8956 |
275
- | No log | 7.4667 | 448 | 0.7522 | 0.4365 | 0.7522 | 0.8673 |
276
- | No log | 7.5 | 450 | 0.7082 | 0.4658 | 0.7082 | 0.8416 |
277
- | No log | 7.5333 | 452 | 0.6827 | 0.4520 | 0.6827 | 0.8263 |
278
- | No log | 7.5667 | 454 | 0.7021 | 0.4995 | 0.7021 | 0.8379 |
279
- | No log | 7.6 | 456 | 0.7271 | 0.4968 | 0.7271 | 0.8527 |
280
- | No log | 7.6333 | 458 | 0.6974 | 0.5221 | 0.6974 | 0.8351 |
281
- | No log | 7.6667 | 460 | 0.6731 | 0.5402 | 0.6731 | 0.8204 |
282
- | No log | 7.7 | 462 | 0.6664 | 0.4381 | 0.6664 | 0.8163 |
283
- | No log | 7.7333 | 464 | 0.6697 | 0.4520 | 0.6697 | 0.8183 |
284
- | No log | 7.7667 | 466 | 0.6786 | 0.5073 | 0.6786 | 0.8238 |
285
- | No log | 7.8 | 468 | 0.6797 | 0.4919 | 0.6797 | 0.8244 |
286
- | No log | 7.8333 | 470 | 0.6781 | 0.5057 | 0.6781 | 0.8235 |
287
- | No log | 7.8667 | 472 | 0.6849 | 0.4960 | 0.6849 | 0.8276 |
288
- | No log | 7.9 | 474 | 0.6879 | 0.5342 | 0.6879 | 0.8294 |
289
- | No log | 7.9333 | 476 | 0.6802 | 0.5441 | 0.6802 | 0.8247 |
290
- | No log | 7.9667 | 478 | 0.7058 | 0.5480 | 0.7058 | 0.8401 |
291
- | No log | 8.0 | 480 | 0.7537 | 0.4737 | 0.7537 | 0.8682 |
292
- | No log | 8.0333 | 482 | 0.7636 | 0.4840 | 0.7636 | 0.8739 |
293
- | No log | 8.0667 | 484 | 0.7620 | 0.4257 | 0.7620 | 0.8729 |
294
- | No log | 8.1 | 486 | 0.7860 | 0.4192 | 0.7860 | 0.8866 |
295
- | No log | 8.1333 | 488 | 0.8290 | 0.3921 | 0.8290 | 0.9105 |
296
- | No log | 8.1667 | 490 | 0.8016 | 0.4054 | 0.8016 | 0.8953 |
297
- | No log | 8.2 | 492 | 0.7339 | 0.4511 | 0.7339 | 0.8567 |
298
- | No log | 8.2333 | 494 | 0.6713 | 0.5939 | 0.6713 | 0.8193 |
299
- | No log | 8.2667 | 496 | 0.6465 | 0.5770 | 0.6465 | 0.8040 |
300
- | No log | 8.3 | 498 | 0.6349 | 0.6021 | 0.6349 | 0.7968 |
301
- | 0.2777 | 8.3333 | 500 | 0.6425 | 0.5586 | 0.6425 | 0.8016 |
302
- | 0.2777 | 8.3667 | 502 | 0.6375 | 0.5696 | 0.6375 | 0.7985 |
303
- | 0.2777 | 8.4 | 504 | 0.6304 | 0.5868 | 0.6304 | 0.7940 |
304
- | 0.2777 | 8.4333 | 506 | 0.6469 | 0.5439 | 0.6469 | 0.8043 |
305
- | 0.2777 | 8.4667 | 508 | 0.6421 | 0.5692 | 0.6421 | 0.8013 |
306
- | 0.2777 | 8.5 | 510 | 0.6388 | 0.5455 | 0.6388 | 0.7992 |
307
- | 0.2777 | 8.5333 | 512 | 0.6929 | 0.5951 | 0.6929 | 0.8324 |
308
- | 0.2777 | 8.5667 | 514 | 0.7227 | 0.5828 | 0.7227 | 0.8501 |
309
- | 0.2777 | 8.6 | 516 | 0.6890 | 0.5951 | 0.6890 | 0.8301 |
310
- | 0.2777 | 8.6333 | 518 | 0.6390 | 0.5581 | 0.6390 | 0.7994 |
311
- | 0.2777 | 8.6667 | 520 | 0.6304 | 0.5783 | 0.6304 | 0.7940 |
312
- | 0.2777 | 8.7 | 522 | 0.6386 | 0.5215 | 0.6386 | 0.7991 |
313
- | 0.2777 | 8.7333 | 524 | 0.6891 | 0.5493 | 0.6891 | 0.8301 |
314
- | 0.2777 | 8.7667 | 526 | 0.7772 | 0.5614 | 0.7772 | 0.8816 |
315
- | 0.2777 | 8.8 | 528 | 0.7674 | 0.5721 | 0.7674 | 0.8760 |
316
- | 0.2777 | 8.8333 | 530 | 0.7102 | 0.5697 | 0.7102 | 0.8427 |
317
- | 0.2777 | 8.8667 | 532 | 0.7002 | 0.5806 | 0.7002 | 0.8368 |
318
- | 0.2777 | 8.9 | 534 | 0.6836 | 0.5446 | 0.6836 | 0.8268 |
319
- | 0.2777 | 8.9333 | 536 | 0.7013 | 0.5078 | 0.7013 | 0.8374 |
320
- | 0.2777 | 8.9667 | 538 | 0.6954 | 0.4692 | 0.6954 | 0.8339 |
321
- | 0.2777 | 9.0 | 540 | 0.6774 | 0.4938 | 0.6774 | 0.8231 |
322
- | 0.2777 | 9.0333 | 542 | 0.6688 | 0.5412 | 0.6688 | 0.8178 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
323
 
324
 
325
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_task5_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_run1_AugV5_k20_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7737
19
+ - Qwk: 0.4313
20
+ - Mse: 0.7737
21
+ - Rmse: 0.8796
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0312 | 2 | 4.1970 | -0.0111 | 4.1970 | 2.0487 |
53
+ | No log | 0.0625 | 4 | 2.2112 | -0.0332 | 2.2112 | 1.4870 |
54
+ | No log | 0.0938 | 6 | 1.6083 | -0.0525 | 1.6083 | 1.2682 |
55
+ | No log | 0.125 | 8 | 2.0780 | -0.0007 | 2.0780 | 1.4415 |
56
+ | No log | 0.1562 | 10 | 2.5839 | -0.0567 | 2.5839 | 1.6075 |
57
+ | No log | 0.1875 | 12 | 1.8406 | 0.0312 | 1.8406 | 1.3567 |
58
+ | No log | 0.2188 | 14 | 1.6387 | 0.0978 | 1.6387 | 1.2801 |
59
+ | No log | 0.25 | 16 | 1.3855 | 0.0052 | 1.3855 | 1.1771 |
60
+ | No log | 0.2812 | 18 | 1.5092 | 0.0750 | 1.5092 | 1.2285 |
61
+ | No log | 0.3125 | 20 | 1.7787 | 0.0909 | 1.7787 | 1.3337 |
62
+ | No log | 0.3438 | 22 | 1.9089 | 0.1385 | 1.9089 | 1.3816 |
63
+ | No log | 0.375 | 24 | 1.4635 | -0.0343 | 1.4635 | 1.2098 |
64
+ | No log | 0.4062 | 26 | 1.4016 | 0.1679 | 1.4016 | 1.1839 |
65
+ | No log | 0.4375 | 28 | 1.4022 | 0.1773 | 1.4022 | 1.1841 |
66
+ | No log | 0.4688 | 30 | 1.0861 | 0.3117 | 1.0861 | 1.0422 |
67
+ | No log | 0.5 | 32 | 1.0221 | 0.3596 | 1.0221 | 1.0110 |
68
+ | No log | 0.5312 | 34 | 1.1690 | 0.3514 | 1.1690 | 1.0812 |
69
+ | No log | 0.5625 | 36 | 1.5810 | 0.1472 | 1.5810 | 1.2574 |
70
+ | No log | 0.5938 | 38 | 1.5485 | 0.1891 | 1.5485 | 1.2444 |
71
+ | No log | 0.625 | 40 | 1.0908 | 0.3514 | 1.0908 | 1.0444 |
72
+ | No log | 0.6562 | 42 | 0.9845 | 0.3222 | 0.9845 | 0.9922 |
73
+ | No log | 0.6875 | 44 | 1.0097 | 0.2956 | 1.0097 | 1.0048 |
74
+ | No log | 0.7188 | 46 | 1.3255 | 0.1734 | 1.3255 | 1.1513 |
75
+ | No log | 0.75 | 48 | 1.5031 | 0.2194 | 1.5031 | 1.2260 |
76
+ | No log | 0.7812 | 50 | 1.5605 | 0.2044 | 1.5605 | 1.2492 |
77
+ | No log | 0.8125 | 52 | 1.5832 | 0.2474 | 1.5832 | 1.2583 |
78
+ | No log | 0.8438 | 54 | 1.2425 | 0.2132 | 1.2425 | 1.1147 |
79
+ | No log | 0.875 | 56 | 1.0481 | 0.2850 | 1.0481 | 1.0238 |
80
+ | No log | 0.9062 | 58 | 0.9543 | 0.3773 | 0.9543 | 0.9769 |
81
+ | No log | 0.9375 | 60 | 1.0167 | 0.2455 | 1.0167 | 1.0083 |
82
+ | No log | 0.9688 | 62 | 1.1222 | 0.1835 | 1.1222 | 1.0594 |
83
+ | No log | 1.0 | 64 | 1.2950 | 0.2881 | 1.2950 | 1.1380 |
84
+ | No log | 1.0312 | 66 | 1.5288 | 0.3040 | 1.5288 | 1.2364 |
85
+ | No log | 1.0625 | 68 | 1.4600 | 0.2903 | 1.4600 | 1.2083 |
86
+ | No log | 1.0938 | 70 | 1.1966 | 0.3324 | 1.1966 | 1.0939 |
87
+ | No log | 1.125 | 72 | 0.9541 | 0.3468 | 0.9541 | 0.9768 |
88
+ | No log | 1.1562 | 74 | 0.9200 | 0.2857 | 0.9200 | 0.9592 |
89
+ | No log | 1.1875 | 76 | 0.9720 | 0.3533 | 0.9720 | 0.9859 |
90
+ | No log | 1.2188 | 78 | 1.1225 | 0.4010 | 1.1225 | 1.0595 |
91
+ | No log | 1.25 | 80 | 1.5304 | 0.2723 | 1.5304 | 1.2371 |
92
+ | No log | 1.2812 | 82 | 1.5219 | 0.2847 | 1.5219 | 1.2336 |
93
+ | No log | 1.3125 | 84 | 1.1500 | 0.3627 | 1.1500 | 1.0724 |
94
+ | No log | 1.3438 | 86 | 0.9411 | 0.4048 | 0.9411 | 0.9701 |
95
+ | No log | 1.375 | 88 | 0.9400 | 0.3721 | 0.9400 | 0.9695 |
96
+ | No log | 1.4062 | 90 | 0.9572 | 0.4822 | 0.9572 | 0.9783 |
97
+ | No log | 1.4375 | 92 | 1.0118 | 0.3958 | 1.0118 | 1.0059 |
98
+ | No log | 1.4688 | 94 | 0.9933 | 0.4174 | 0.9933 | 0.9966 |
99
+ | No log | 1.5 | 96 | 0.9842 | 0.3280 | 0.9842 | 0.9921 |
100
+ | No log | 1.5312 | 98 | 0.9451 | 0.2965 | 0.9451 | 0.9721 |
101
+ | No log | 1.5625 | 100 | 0.8782 | 0.3519 | 0.8782 | 0.9371 |
102
+ | No log | 1.5938 | 102 | 0.9254 | 0.3988 | 0.9254 | 0.9620 |
103
+ | No log | 1.625 | 104 | 0.9238 | 0.3796 | 0.9238 | 0.9612 |
104
+ | No log | 1.6562 | 106 | 0.9173 | 0.3683 | 0.9173 | 0.9578 |
105
+ | No log | 1.6875 | 108 | 1.0344 | 0.3365 | 1.0344 | 1.0170 |
106
+ | No log | 1.7188 | 110 | 0.9096 | 0.3715 | 0.9096 | 0.9537 |
107
+ | No log | 1.75 | 112 | 0.8700 | 0.3915 | 0.8700 | 0.9328 |
108
+ | No log | 1.7812 | 114 | 0.8663 | 0.3671 | 0.8663 | 0.9307 |
109
+ | No log | 1.8125 | 116 | 0.8640 | 0.4548 | 0.8640 | 0.9295 |
110
+ | No log | 1.8438 | 118 | 0.9618 | 0.4467 | 0.9618 | 0.9807 |
111
+ | No log | 1.875 | 120 | 0.9305 | 0.4532 | 0.9305 | 0.9646 |
112
+ | No log | 1.9062 | 122 | 0.7898 | 0.4923 | 0.7898 | 0.8887 |
113
+ | No log | 1.9375 | 124 | 0.7675 | 0.4789 | 0.7675 | 0.8761 |
114
+ | No log | 1.9688 | 126 | 0.8366 | 0.5220 | 0.8366 | 0.9147 |
115
+ | No log | 2.0 | 128 | 0.8826 | 0.5017 | 0.8826 | 0.9394 |
116
+ | No log | 2.0312 | 130 | 0.7732 | 0.5054 | 0.7732 | 0.8793 |
117
+ | No log | 2.0625 | 132 | 0.7491 | 0.5405 | 0.7491 | 0.8655 |
118
+ | No log | 2.0938 | 134 | 0.7679 | 0.5405 | 0.7679 | 0.8763 |
119
+ | No log | 2.125 | 136 | 0.8372 | 0.3915 | 0.8372 | 0.9150 |
120
+ | No log | 2.1562 | 138 | 0.8727 | 0.3407 | 0.8727 | 0.9342 |
121
+ | No log | 2.1875 | 140 | 0.8708 | 0.4161 | 0.8708 | 0.9332 |
122
+ | No log | 2.2188 | 142 | 0.7972 | 0.3981 | 0.7972 | 0.8928 |
123
+ | No log | 2.25 | 144 | 0.8210 | 0.3485 | 0.8210 | 0.9061 |
124
+ | No log | 2.2812 | 146 | 0.8260 | 0.3515 | 0.8260 | 0.9088 |
125
+ | No log | 2.3125 | 148 | 0.7885 | 0.4363 | 0.7885 | 0.8880 |
126
+ | No log | 2.3438 | 150 | 0.8382 | 0.4571 | 0.8382 | 0.9156 |
127
+ | No log | 2.375 | 152 | 0.8486 | 0.4571 | 0.8486 | 0.9212 |
128
+ | No log | 2.4062 | 154 | 0.7974 | 0.3857 | 0.7974 | 0.8929 |
129
+ | No log | 2.4375 | 156 | 0.7706 | 0.4764 | 0.7706 | 0.8778 |
130
+ | No log | 2.4688 | 158 | 0.8331 | 0.4054 | 0.8331 | 0.9127 |
131
+ | No log | 2.5 | 160 | 0.9260 | 0.4007 | 0.9260 | 0.9623 |
132
+ | No log | 2.5312 | 162 | 0.8663 | 0.4339 | 0.8663 | 0.9308 |
133
+ | No log | 2.5625 | 164 | 0.7538 | 0.5388 | 0.7538 | 0.8682 |
134
+ | No log | 2.5938 | 166 | 0.7807 | 0.4636 | 0.7807 | 0.8836 |
135
+ | No log | 2.625 | 168 | 0.7520 | 0.5317 | 0.7520 | 0.8672 |
136
+ | No log | 2.6562 | 170 | 0.7635 | 0.5419 | 0.7635 | 0.8738 |
137
+ | No log | 2.6875 | 172 | 0.8732 | 0.4053 | 0.8732 | 0.9344 |
138
+ | No log | 2.7188 | 174 | 1.1305 | 0.3704 | 1.1305 | 1.0632 |
139
+ | No log | 2.75 | 176 | 1.0928 | 0.3350 | 1.0928 | 1.0454 |
140
+ | No log | 2.7812 | 178 | 0.8630 | 0.4316 | 0.8630 | 0.9290 |
141
+ | No log | 2.8125 | 180 | 0.7682 | 0.5536 | 0.7682 | 0.8765 |
142
+ | No log | 2.8438 | 182 | 0.7659 | 0.5260 | 0.7659 | 0.8751 |
143
+ | No log | 2.875 | 184 | 0.8022 | 0.5644 | 0.8022 | 0.8956 |
144
+ | No log | 2.9062 | 186 | 0.8842 | 0.4626 | 0.8842 | 0.9403 |
145
+ | No log | 2.9375 | 188 | 0.9024 | 0.4592 | 0.9024 | 0.9500 |
146
+ | No log | 2.9688 | 190 | 0.9581 | 0.3177 | 0.9581 | 0.9788 |
147
+ | No log | 3.0 | 192 | 0.8921 | 0.4461 | 0.8921 | 0.9445 |
148
+ | No log | 3.0312 | 194 | 0.8499 | 0.4873 | 0.8499 | 0.9219 |
149
+ | No log | 3.0625 | 196 | 0.8679 | 0.5131 | 0.8679 | 0.9316 |
150
+ | No log | 3.0938 | 198 | 0.8758 | 0.5131 | 0.8758 | 0.9359 |
151
+ | No log | 3.125 | 200 | 0.9032 | 0.5160 | 0.9032 | 0.9504 |
152
+ | No log | 3.1562 | 202 | 0.9451 | 0.3674 | 0.9451 | 0.9722 |
153
+ | No log | 3.1875 | 204 | 0.9844 | 0.4212 | 0.9844 | 0.9922 |
154
+ | No log | 3.2188 | 206 | 0.9862 | 0.4063 | 0.9862 | 0.9931 |
155
+ | No log | 3.25 | 208 | 0.8713 | 0.5415 | 0.8713 | 0.9334 |
156
+ | No log | 3.2812 | 210 | 0.8256 | 0.4893 | 0.8256 | 0.9086 |
157
+ | No log | 3.3125 | 212 | 0.8402 | 0.5288 | 0.8402 | 0.9166 |
158
+ | No log | 3.3438 | 214 | 0.8963 | 0.4657 | 0.8963 | 0.9467 |
159
+ | No log | 3.375 | 216 | 0.9333 | 0.4227 | 0.9333 | 0.9661 |
160
+ | No log | 3.4062 | 218 | 0.9602 | 0.4346 | 0.9602 | 0.9799 |
161
+ | No log | 3.4375 | 220 | 0.9020 | 0.4414 | 0.9020 | 0.9497 |
162
+ | No log | 3.4688 | 222 | 0.8757 | 0.4113 | 0.8757 | 0.9358 |
163
+ | No log | 3.5 | 224 | 0.9048 | 0.4331 | 0.9048 | 0.9512 |
164
+ | No log | 3.5312 | 226 | 0.8493 | 0.4560 | 0.8493 | 0.9216 |
165
+ | No log | 3.5625 | 228 | 0.8211 | 0.4511 | 0.8211 | 0.9062 |
166
+ | No log | 3.5938 | 230 | 0.8284 | 0.4873 | 0.8284 | 0.9101 |
167
+ | No log | 3.625 | 232 | 0.8402 | 0.4563 | 0.8402 | 0.9166 |
168
+ | No log | 3.6562 | 234 | 0.9420 | 0.3634 | 0.9420 | 0.9706 |
169
+ | No log | 3.6875 | 236 | 0.9492 | 0.3882 | 0.9492 | 0.9743 |
170
+ | No log | 3.7188 | 238 | 0.8777 | 0.4353 | 0.8777 | 0.9368 |
171
+ | No log | 3.75 | 240 | 0.7960 | 0.5179 | 0.7960 | 0.8922 |
172
+ | No log | 3.7812 | 242 | 0.8329 | 0.5326 | 0.8329 | 0.9126 |
173
+ | No log | 3.8125 | 244 | 0.9781 | 0.4770 | 0.9781 | 0.9890 |
174
+ | No log | 3.8438 | 246 | 0.9228 | 0.4521 | 0.9228 | 0.9606 |
175
+ | No log | 3.875 | 248 | 0.8049 | 0.4659 | 0.8049 | 0.8972 |
176
+ | No log | 3.9062 | 250 | 0.7936 | 0.4660 | 0.7936 | 0.8909 |
177
+ | No log | 3.9375 | 252 | 0.8412 | 0.5190 | 0.8412 | 0.9172 |
178
+ | No log | 3.9688 | 254 | 0.8514 | 0.4970 | 0.8514 | 0.9227 |
179
+ | No log | 4.0 | 256 | 0.9091 | 0.4382 | 0.9091 | 0.9534 |
180
+ | No log | 4.0312 | 258 | 0.8614 | 0.4976 | 0.8614 | 0.9281 |
181
+ | No log | 4.0625 | 260 | 0.8334 | 0.5316 | 0.8334 | 0.9129 |
182
+ | No log | 4.0938 | 262 | 0.8130 | 0.5063 | 0.8130 | 0.9016 |
183
+ | No log | 4.125 | 264 | 0.8465 | 0.4708 | 0.8465 | 0.9200 |
184
+ | No log | 4.1562 | 266 | 0.9218 | 0.3478 | 0.9218 | 0.9601 |
185
+ | No log | 4.1875 | 268 | 0.9557 | 0.3203 | 0.9557 | 0.9776 |
186
+ | No log | 4.2188 | 270 | 0.8561 | 0.4640 | 0.8561 | 0.9252 |
187
+ | No log | 4.25 | 272 | 0.7663 | 0.5032 | 0.7663 | 0.8754 |
188
+ | No log | 4.2812 | 274 | 0.8075 | 0.5455 | 0.8075 | 0.8986 |
189
+ | No log | 4.3125 | 276 | 0.9101 | 0.4515 | 0.9101 | 0.9540 |
190
+ | No log | 4.3438 | 278 | 1.1248 | 0.3729 | 1.1248 | 1.0606 |
191
+ | No log | 4.375 | 280 | 1.0217 | 0.3798 | 1.0217 | 1.0108 |
192
+ | No log | 4.4062 | 282 | 0.9401 | 0.5259 | 0.9401 | 0.9696 |
193
+ | No log | 4.4375 | 284 | 0.7710 | 0.5202 | 0.7710 | 0.8780 |
194
+ | No log | 4.4688 | 286 | 0.7268 | 0.4908 | 0.7268 | 0.8525 |
195
+ | No log | 4.5 | 288 | 0.7407 | 0.4519 | 0.7407 | 0.8606 |
196
+ | No log | 4.5312 | 290 | 0.7505 | 0.4692 | 0.7505 | 0.8663 |
197
+ | No log | 4.5625 | 292 | 0.9035 | 0.4893 | 0.9035 | 0.9505 |
198
+ | No log | 4.5938 | 294 | 1.0089 | 0.4411 | 1.0089 | 1.0044 |
199
+ | No log | 4.625 | 296 | 0.8758 | 0.4640 | 0.8758 | 0.9359 |
200
+ | No log | 4.6562 | 298 | 0.7616 | 0.4313 | 0.7616 | 0.8727 |
201
+ | No log | 4.6875 | 300 | 0.8218 | 0.5516 | 0.8218 | 0.9065 |
202
+ | No log | 4.7188 | 302 | 0.8274 | 0.5516 | 0.8274 | 0.9096 |
203
+ | No log | 4.75 | 304 | 0.7895 | 0.4486 | 0.7895 | 0.8885 |
204
+ | No log | 4.7812 | 306 | 0.8885 | 0.4906 | 0.8885 | 0.9426 |
205
+ | No log | 4.8125 | 308 | 0.8838 | 0.4906 | 0.8838 | 0.9401 |
206
+ | No log | 4.8438 | 310 | 0.8037 | 0.5050 | 0.8037 | 0.8965 |
207
+ | No log | 4.875 | 312 | 0.7948 | 0.4966 | 0.7948 | 0.8915 |
208
+ | No log | 4.9062 | 314 | 0.7554 | 0.4610 | 0.7554 | 0.8692 |
209
+ | No log | 4.9375 | 316 | 0.7692 | 0.4721 | 0.7692 | 0.8770 |
210
+ | No log | 4.9688 | 318 | 0.8278 | 0.5209 | 0.8278 | 0.9098 |
211
+ | No log | 5.0 | 320 | 0.8652 | 0.5107 | 0.8652 | 0.9302 |
212
+ | No log | 5.0312 | 322 | 0.8407 | 0.5621 | 0.8407 | 0.9169 |
213
+ | No log | 5.0625 | 324 | 0.7843 | 0.4829 | 0.7843 | 0.8856 |
214
+ | No log | 5.0938 | 326 | 0.8218 | 0.5182 | 0.8218 | 0.9065 |
215
+ | No log | 5.125 | 328 | 0.8165 | 0.4227 | 0.8165 | 0.9036 |
216
+ | No log | 5.1562 | 330 | 0.8012 | 0.4439 | 0.8012 | 0.8951 |
217
+ | No log | 5.1875 | 332 | 0.8199 | 0.4471 | 0.8199 | 0.9055 |
218
+ | No log | 5.2188 | 334 | 0.8610 | 0.4749 | 0.8610 | 0.9279 |
219
+ | No log | 5.25 | 336 | 0.8790 | 0.5017 | 0.8790 | 0.9376 |
220
+ | No log | 5.2812 | 338 | 0.8124 | 0.4842 | 0.8124 | 0.9013 |
221
+ | No log | 5.3125 | 340 | 0.7813 | 0.4918 | 0.7813 | 0.8839 |
222
+ | No log | 5.3438 | 342 | 0.7898 | 0.5501 | 0.7898 | 0.8887 |
223
+ | No log | 5.375 | 344 | 0.9097 | 0.4953 | 0.9097 | 0.9538 |
224
+ | No log | 5.4062 | 346 | 1.0700 | 0.4513 | 1.0700 | 1.0344 |
225
+ | No log | 5.4375 | 348 | 1.0100 | 0.4500 | 1.0100 | 1.0050 |
226
+ | No log | 5.4688 | 350 | 0.8230 | 0.4737 | 0.8230 | 0.9072 |
227
+ | No log | 5.5 | 352 | 0.7628 | 0.4659 | 0.7628 | 0.8734 |
228
+ | No log | 5.5312 | 354 | 0.7619 | 0.4101 | 0.7619 | 0.8729 |
229
+ | No log | 5.5625 | 356 | 0.7978 | 0.4540 | 0.7978 | 0.8932 |
230
+ | No log | 5.5938 | 358 | 0.9587 | 0.5036 | 0.9587 | 0.9791 |
231
+ | No log | 5.625 | 360 | 0.9689 | 0.5237 | 0.9689 | 0.9843 |
232
+ | No log | 5.6562 | 362 | 0.9971 | 0.4668 | 0.9971 | 0.9986 |
233
+ | No log | 5.6875 | 364 | 0.8686 | 0.5432 | 0.8686 | 0.9320 |
234
+ | No log | 5.7188 | 366 | 0.7691 | 0.4804 | 0.7691 | 0.8770 |
235
+ | No log | 5.75 | 368 | 0.7664 | 0.4804 | 0.7664 | 0.8754 |
236
+ | No log | 5.7812 | 370 | 0.8045 | 0.5004 | 0.8045 | 0.8969 |
237
+ | No log | 5.8125 | 372 | 0.7440 | 0.4707 | 0.7440 | 0.8626 |
238
+ | No log | 5.8438 | 374 | 0.7207 | 0.4944 | 0.7207 | 0.8490 |
239
+ | No log | 5.875 | 376 | 0.7882 | 0.4724 | 0.7882 | 0.8878 |
240
+ | No log | 5.9062 | 378 | 0.8183 | 0.5121 | 0.8183 | 0.9046 |
241
+ | No log | 5.9375 | 380 | 0.8114 | 0.4879 | 0.8114 | 0.9008 |
242
+ | No log | 5.9688 | 382 | 0.7102 | 0.4938 | 0.7102 | 0.8428 |
243
+ | No log | 6.0 | 384 | 0.6823 | 0.4923 | 0.6823 | 0.8260 |
244
+ | No log | 6.0312 | 386 | 0.6831 | 0.5247 | 0.6831 | 0.8265 |
245
+ | No log | 6.0625 | 388 | 0.6911 | 0.5247 | 0.6911 | 0.8313 |
246
+ | No log | 6.0938 | 390 | 0.7043 | 0.5030 | 0.7043 | 0.8392 |
247
+ | No log | 6.125 | 392 | 0.7533 | 0.5310 | 0.7533 | 0.8679 |
248
+ | No log | 6.1562 | 394 | 0.7445 | 0.5312 | 0.7445 | 0.8628 |
249
+ | No log | 6.1875 | 396 | 0.7271 | 0.5192 | 0.7271 | 0.8527 |
250
+ | No log | 6.2188 | 398 | 0.6967 | 0.4792 | 0.6967 | 0.8347 |
251
+ | No log | 6.25 | 400 | 0.7025 | 0.5138 | 0.7025 | 0.8381 |
252
+ | No log | 6.2812 | 402 | 0.7109 | 0.4675 | 0.7109 | 0.8431 |
253
+ | No log | 6.3125 | 404 | 0.7698 | 0.4754 | 0.7698 | 0.8774 |
254
+ | No log | 6.3438 | 406 | 0.9529 | 0.5294 | 0.9529 | 0.9762 |
255
+ | No log | 6.375 | 408 | 0.9526 | 0.4705 | 0.9526 | 0.9760 |
256
+ | No log | 6.4062 | 410 | 0.7958 | 0.5023 | 0.7958 | 0.8921 |
257
+ | No log | 6.4375 | 412 | 0.6936 | 0.4995 | 0.6936 | 0.8328 |
258
+ | No log | 6.4688 | 414 | 0.7484 | 0.6099 | 0.7484 | 0.8651 |
259
+ | No log | 6.5 | 416 | 0.7276 | 0.5751 | 0.7276 | 0.8530 |
260
+ | No log | 6.5312 | 418 | 0.7142 | 0.5047 | 0.7142 | 0.8451 |
261
+ | No log | 6.5625 | 420 | 0.7512 | 0.4761 | 0.7512 | 0.8667 |
262
+ | No log | 6.5938 | 422 | 0.7442 | 0.4761 | 0.7442 | 0.8627 |
263
+ | No log | 6.625 | 424 | 0.7250 | 0.4502 | 0.7250 | 0.8515 |
264
+ | No log | 6.6562 | 426 | 0.7452 | 0.4536 | 0.7452 | 0.8633 |
265
+ | No log | 6.6875 | 428 | 0.7217 | 0.4691 | 0.7217 | 0.8495 |
266
+ | No log | 6.7188 | 430 | 0.7187 | 0.4893 | 0.7187 | 0.8478 |
267
+ | No log | 6.75 | 432 | 0.7318 | 0.4033 | 0.7318 | 0.8554 |
268
+ | No log | 6.7812 | 434 | 0.7771 | 0.4242 | 0.7771 | 0.8815 |
269
+ | No log | 6.8125 | 436 | 0.8000 | 0.4249 | 0.8000 | 0.8944 |
270
+ | No log | 6.8438 | 438 | 0.8117 | 0.4763 | 0.8117 | 0.9010 |
271
+ | No log | 6.875 | 440 | 0.7717 | 0.4498 | 0.7717 | 0.8785 |
272
+ | No log | 6.9062 | 442 | 0.7295 | 0.4286 | 0.7295 | 0.8541 |
273
+ | No log | 6.9375 | 444 | 0.7276 | 0.4659 | 0.7276 | 0.8530 |
274
+ | No log | 6.9688 | 446 | 0.7531 | 0.4439 | 0.7531 | 0.8678 |
275
+ | No log | 7.0 | 448 | 0.7692 | 0.4573 | 0.7692 | 0.8771 |
276
+ | No log | 7.0312 | 450 | 0.7880 | 0.4513 | 0.7880 | 0.8877 |
277
+ | No log | 7.0625 | 452 | 0.7820 | 0.4258 | 0.7820 | 0.8843 |
278
+ | No log | 7.0938 | 454 | 0.7489 | 0.4675 | 0.7489 | 0.8654 |
279
+ | No log | 7.125 | 456 | 0.7483 | 0.4455 | 0.7483 | 0.8651 |
280
+ | No log | 7.1562 | 458 | 0.7725 | 0.4258 | 0.7725 | 0.8789 |
281
+ | No log | 7.1875 | 460 | 0.8065 | 0.4671 | 0.8065 | 0.8981 |
282
+ | No log | 7.2188 | 462 | 0.7833 | 0.4175 | 0.7833 | 0.8851 |
283
+ | No log | 7.25 | 464 | 0.7450 | 0.4922 | 0.7450 | 0.8631 |
284
+ | No log | 7.2812 | 466 | 0.7382 | 0.4568 | 0.7382 | 0.8592 |
285
+ | No log | 7.3125 | 468 | 0.7350 | 0.5160 | 0.7350 | 0.8573 |
286
+ | No log | 7.3438 | 470 | 0.7430 | 0.4644 | 0.7430 | 0.8620 |
287
+ | No log | 7.375 | 472 | 0.7481 | 0.4490 | 0.7481 | 0.8649 |
288
+ | No log | 7.4062 | 474 | 0.7443 | 0.4610 | 0.7443 | 0.8627 |
289
+ | No log | 7.4375 | 476 | 0.7233 | 0.4776 | 0.7233 | 0.8505 |
290
+ | No log | 7.4688 | 478 | 0.7108 | 0.4923 | 0.7108 | 0.8431 |
291
+ | No log | 7.5 | 480 | 0.7062 | 0.4941 | 0.7062 | 0.8404 |
292
+ | No log | 7.5312 | 482 | 0.8061 | 0.5530 | 0.8061 | 0.8978 |
293
+ | No log | 7.5625 | 484 | 0.9494 | 0.5556 | 0.9494 | 0.9744 |
294
+ | No log | 7.5938 | 486 | 0.9146 | 0.5546 | 0.9146 | 0.9563 |
295
+ | No log | 7.625 | 488 | 0.8243 | 0.5443 | 0.8243 | 0.9079 |
296
+ | No log | 7.6562 | 490 | 0.7634 | 0.4450 | 0.7634 | 0.8737 |
297
+ | No log | 7.6875 | 492 | 0.7795 | 0.4251 | 0.7795 | 0.8829 |
298
+ | No log | 7.7188 | 494 | 0.7956 | 0.4223 | 0.7956 | 0.8920 |
299
+ | No log | 7.75 | 496 | 0.8003 | 0.4241 | 0.8003 | 0.8946 |
300
+ | No log | 7.7812 | 498 | 0.8135 | 0.4551 | 0.8135 | 0.9019 |
301
+ | 0.2937 | 7.8125 | 500 | 0.8332 | 0.4087 | 0.8332 | 0.9128 |
302
+ | 0.2937 | 7.8438 | 502 | 0.8027 | 0.3571 | 0.8027 | 0.8959 |
303
+ | 0.2937 | 7.875 | 504 | 0.7951 | 0.4869 | 0.7951 | 0.8917 |
304
+ | 0.2937 | 7.9062 | 506 | 0.8379 | 0.4742 | 0.8379 | 0.9154 |
305
+ | 0.2937 | 7.9375 | 508 | 0.8567 | 0.4712 | 0.8567 | 0.9256 |
306
+ | 0.2937 | 7.9688 | 510 | 0.8071 | 0.4742 | 0.8071 | 0.8984 |
307
+ | 0.2937 | 8.0 | 512 | 0.7839 | 0.3685 | 0.7839 | 0.8854 |
308
+ | 0.2937 | 8.0312 | 514 | 0.8153 | 0.4363 | 0.8153 | 0.9029 |
309
+ | 0.2937 | 8.0625 | 516 | 0.8031 | 0.4221 | 0.8031 | 0.8962 |
310
+ | 0.2937 | 8.0938 | 518 | 0.7757 | 0.4248 | 0.7757 | 0.8807 |
311
+ | 0.2937 | 8.125 | 520 | 0.7701 | 0.3922 | 0.7701 | 0.8776 |
312
+ | 0.2937 | 8.1562 | 522 | 0.7872 | 0.4715 | 0.7872 | 0.8872 |
313
+ | 0.2937 | 8.1875 | 524 | 0.7691 | 0.4595 | 0.7691 | 0.8770 |
314
+ | 0.2937 | 8.2188 | 526 | 0.7256 | 0.4743 | 0.7256 | 0.8518 |
315
+ | 0.2937 | 8.25 | 528 | 0.7101 | 0.4691 | 0.7101 | 0.8427 |
316
+ | 0.2937 | 8.2812 | 530 | 0.7105 | 0.5275 | 0.7105 | 0.8429 |
317
+ | 0.2937 | 8.3125 | 532 | 0.6999 | 0.5478 | 0.6999 | 0.8366 |
318
+ | 0.2937 | 8.3438 | 534 | 0.6918 | 0.5478 | 0.6918 | 0.8318 |
319
+ | 0.2937 | 8.375 | 536 | 0.6874 | 0.5797 | 0.6874 | 0.8291 |
320
+ | 0.2937 | 8.4062 | 538 | 0.7116 | 0.5450 | 0.7116 | 0.8436 |
321
+ | 0.2937 | 8.4375 | 540 | 0.7303 | 0.5333 | 0.7303 | 0.8546 |
322
+ | 0.2937 | 8.4688 | 542 | 0.7327 | 0.4610 | 0.7327 | 0.8560 |
323
+ | 0.2937 | 8.5 | 544 | 0.7140 | 0.3979 | 0.7140 | 0.8450 |
324
+ | 0.2937 | 8.5312 | 546 | 0.7492 | 0.5486 | 0.7492 | 0.8655 |
325
+ | 0.2937 | 8.5625 | 548 | 0.8526 | 0.4640 | 0.8526 | 0.9234 |
326
+ | 0.2937 | 8.5938 | 550 | 0.9014 | 0.4976 | 0.9014 | 0.9494 |
327
+ | 0.2937 | 8.625 | 552 | 0.8703 | 0.5645 | 0.8703 | 0.9329 |
328
+ | 0.2937 | 8.6562 | 554 | 0.7950 | 0.5763 | 0.7950 | 0.8916 |
329
+ | 0.2937 | 8.6875 | 556 | 0.7820 | 0.5169 | 0.7820 | 0.8843 |
330
+ | 0.2937 | 8.7188 | 558 | 0.7816 | 0.4941 | 0.7816 | 0.8841 |
331
+ | 0.2937 | 8.75 | 560 | 0.8106 | 0.5387 | 0.8106 | 0.9003 |
332
+ | 0.2937 | 8.7812 | 562 | 0.7962 | 0.4847 | 0.7962 | 0.8923 |
333
+ | 0.2937 | 8.8125 | 564 | 0.7653 | 0.5455 | 0.7653 | 0.8748 |
334
+ | 0.2937 | 8.8438 | 566 | 0.7825 | 0.3951 | 0.7825 | 0.8846 |
335
+ | 0.2937 | 8.875 | 568 | 0.7975 | 0.3908 | 0.7975 | 0.8930 |
336
+ | 0.2937 | 8.9062 | 570 | 0.7745 | 0.4208 | 0.7745 | 0.8801 |
337
+ | 0.2937 | 8.9375 | 572 | 0.7778 | 0.4746 | 0.7778 | 0.8819 |
338
+ | 0.2937 | 8.9688 | 574 | 0.8038 | 0.4728 | 0.8038 | 0.8965 |
339
+ | 0.2937 | 9.0 | 576 | 0.8090 | 0.4526 | 0.8090 | 0.8995 |
340
+ | 0.2937 | 9.0312 | 578 | 0.7833 | 0.4925 | 0.7833 | 0.8850 |
341
+ | 0.2937 | 9.0625 | 580 | 0.8056 | 0.4978 | 0.8056 | 0.8976 |
342
+ | 0.2937 | 9.0938 | 582 | 0.8484 | 0.5212 | 0.8484 | 0.9211 |
343
+ | 0.2937 | 9.125 | 584 | 0.8507 | 0.4998 | 0.8507 | 0.9223 |
344
+ | 0.2937 | 9.1562 | 586 | 0.8151 | 0.4109 | 0.8151 | 0.9028 |
345
+ | 0.2937 | 9.1875 | 588 | 0.8267 | 0.4461 | 0.8267 | 0.9092 |
346
+ | 0.2937 | 9.2188 | 590 | 0.8613 | 0.4439 | 0.8613 | 0.9281 |
347
+ | 0.2937 | 9.25 | 592 | 0.8770 | 0.4439 | 0.8770 | 0.9365 |
348
+ | 0.2937 | 9.2812 | 594 | 0.8523 | 0.4168 | 0.8523 | 0.9232 |
349
+ | 0.2937 | 9.3125 | 596 | 0.8183 | 0.4327 | 0.8183 | 0.9046 |
350
+ | 0.2937 | 9.3438 | 598 | 0.8288 | 0.3896 | 0.8288 | 0.9104 |
351
+ | 0.2937 | 9.375 | 600 | 0.8262 | 0.4235 | 0.8262 | 0.9090 |
352
+ | 0.2937 | 9.4062 | 602 | 0.7864 | 0.4568 | 0.7864 | 0.8868 |
353
+ | 0.2937 | 9.4375 | 604 | 0.7998 | 0.4960 | 0.7998 | 0.8943 |
354
+ | 0.2937 | 9.4688 | 606 | 0.8339 | 0.5144 | 0.8339 | 0.9132 |
355
+ | 0.2937 | 9.5 | 608 | 0.8118 | 0.5466 | 0.8118 | 0.9010 |
356
+ | 0.2937 | 9.5312 | 610 | 0.7557 | 0.4676 | 0.7557 | 0.8693 |
357
+ | 0.2937 | 9.5625 | 612 | 0.7755 | 0.5311 | 0.7755 | 0.8807 |
358
+ | 0.2937 | 9.5938 | 614 | 0.8174 | 0.5429 | 0.8174 | 0.9041 |
359
+ | 0.2937 | 9.625 | 616 | 0.8170 | 0.5739 | 0.8170 | 0.9039 |
360
+ | 0.2937 | 9.6562 | 618 | 0.7638 | 0.4399 | 0.7638 | 0.8739 |
361
+ | 0.2937 | 9.6875 | 620 | 0.7376 | 0.4219 | 0.7376 | 0.8588 |
362
+ | 0.2937 | 9.7188 | 622 | 0.7212 | 0.4547 | 0.7212 | 0.8492 |
363
+ | 0.2937 | 9.75 | 624 | 0.7206 | 0.5232 | 0.7206 | 0.8489 |
364
+ | 0.2937 | 9.7812 | 626 | 0.7178 | 0.5232 | 0.7178 | 0.8472 |
365
+ | 0.2937 | 9.8125 | 628 | 0.7032 | 0.5030 | 0.7032 | 0.8386 |
366
+ | 0.2937 | 9.8438 | 630 | 0.7098 | 0.4745 | 0.7098 | 0.8425 |
367
+ | 0.2937 | 9.875 | 632 | 0.7039 | 0.5073 | 0.7039 | 0.8390 |
368
+ | 0.2937 | 9.9062 | 634 | 0.6986 | 0.4855 | 0.6986 | 0.8358 |
369
+ | 0.2937 | 9.9375 | 636 | 0.7207 | 0.5600 | 0.7207 | 0.8490 |
370
+ | 0.2937 | 9.9688 | 638 | 0.7163 | 0.5600 | 0.7163 | 0.8464 |
371
+ | 0.2937 | 10.0 | 640 | 0.7155 | 0.5186 | 0.7155 | 0.8458 |
372
+ | 0.2937 | 10.0312 | 642 | 0.7009 | 0.4471 | 0.7009 | 0.8372 |
373
+ | 0.2937 | 10.0625 | 644 | 0.6961 | 0.4807 | 0.6961 | 0.8343 |
374
+ | 0.2937 | 10.0938 | 646 | 0.7145 | 0.4708 | 0.7145 | 0.8453 |
375
+ | 0.2937 | 10.125 | 648 | 0.7278 | 0.5108 | 0.7278 | 0.8531 |
376
+ | 0.2937 | 10.1562 | 650 | 0.6919 | 0.5329 | 0.6919 | 0.8318 |
377
+ | 0.2937 | 10.1875 | 652 | 0.6639 | 0.5199 | 0.6639 | 0.8148 |
378
+ | 0.2937 | 10.2188 | 654 | 0.6502 | 0.5199 | 0.6502 | 0.8063 |
379
+ | 0.2937 | 10.25 | 656 | 0.6457 | 0.5199 | 0.6457 | 0.8035 |
380
+ | 0.2937 | 10.2812 | 658 | 0.6449 | 0.5905 | 0.6449 | 0.8031 |
381
+ | 0.2937 | 10.3125 | 660 | 0.6409 | 0.5905 | 0.6409 | 0.8006 |
382
+ | 0.2937 | 10.3438 | 662 | 0.6210 | 0.5505 | 0.6210 | 0.7880 |
383
+ | 0.2937 | 10.375 | 664 | 0.6142 | 0.5383 | 0.6142 | 0.7837 |
384
+ | 0.2937 | 10.4062 | 666 | 0.6140 | 0.5606 | 0.6140 | 0.7836 |
385
+ | 0.2937 | 10.4375 | 668 | 0.6124 | 0.5606 | 0.6124 | 0.7825 |
386
+ | 0.2937 | 10.4688 | 670 | 0.6102 | 0.5725 | 0.6102 | 0.7812 |
387
+ | 0.2937 | 10.5 | 672 | 0.6123 | 0.5618 | 0.6123 | 0.7825 |
388
+ | 0.2937 | 10.5312 | 674 | 0.6038 | 0.5606 | 0.6038 | 0.7770 |
389
+ | 0.2937 | 10.5625 | 676 | 0.6102 | 0.5606 | 0.6102 | 0.7812 |
390
+ | 0.2937 | 10.5938 | 678 | 0.6195 | 0.5396 | 0.6195 | 0.7871 |
391
+ | 0.2937 | 10.625 | 680 | 0.6602 | 0.6021 | 0.6602 | 0.8125 |
392
+ | 0.2937 | 10.6562 | 682 | 0.7789 | 0.5770 | 0.7789 | 0.8825 |
393
+ | 0.2937 | 10.6875 | 684 | 0.8098 | 0.5961 | 0.8098 | 0.8999 |
394
+ | 0.2937 | 10.7188 | 686 | 0.7577 | 0.5670 | 0.7577 | 0.8704 |
395
+ | 0.2937 | 10.75 | 688 | 0.7138 | 0.5132 | 0.7138 | 0.8448 |
396
+ | 0.2937 | 10.7812 | 690 | 0.6750 | 0.5434 | 0.6750 | 0.8216 |
397
+ | 0.2937 | 10.8125 | 692 | 0.6828 | 0.5204 | 0.6828 | 0.8263 |
398
+ | 0.2937 | 10.8438 | 694 | 0.7038 | 0.5770 | 0.7038 | 0.8389 |
399
+ | 0.2937 | 10.875 | 696 | 0.7065 | 0.5222 | 0.7065 | 0.8406 |
400
+ | 0.2937 | 10.9062 | 698 | 0.6803 | 0.4547 | 0.6803 | 0.8248 |
401
+ | 0.2937 | 10.9375 | 700 | 0.6798 | 0.4772 | 0.6798 | 0.8245 |
402
+ | 0.2937 | 10.9688 | 702 | 0.6846 | 0.4772 | 0.6846 | 0.8274 |
403
+ | 0.2937 | 11.0 | 704 | 0.6913 | 0.5112 | 0.6913 | 0.8314 |
404
+ | 0.2937 | 11.0312 | 706 | 0.6966 | 0.4772 | 0.6966 | 0.8346 |
405
+ | 0.2937 | 11.0625 | 708 | 0.7231 | 0.4130 | 0.7231 | 0.8503 |
406
+ | 0.2937 | 11.0938 | 710 | 0.7809 | 0.5552 | 0.7809 | 0.8837 |
407
+ | 0.2937 | 11.125 | 712 | 0.7751 | 0.5552 | 0.7751 | 0.8804 |
408
+ | 0.2937 | 11.1562 | 714 | 0.7160 | 0.4738 | 0.7160 | 0.8462 |
409
+ | 0.2937 | 11.1875 | 716 | 0.6900 | 0.4794 | 0.6900 | 0.8307 |
410
+ | 0.2937 | 11.2188 | 718 | 0.6860 | 0.4944 | 0.6860 | 0.8283 |
411
+ | 0.2937 | 11.25 | 720 | 0.6856 | 0.4975 | 0.6856 | 0.8280 |
412
+ | 0.2937 | 11.2812 | 722 | 0.7172 | 0.4767 | 0.7172 | 0.8469 |
413
+ | 0.2937 | 11.3125 | 724 | 0.7323 | 0.4934 | 0.7323 | 0.8557 |
414
+ | 0.2937 | 11.3438 | 726 | 0.6990 | 0.5235 | 0.6990 | 0.8361 |
415
+ | 0.2937 | 11.375 | 728 | 0.6625 | 0.5514 | 0.6625 | 0.8139 |
416
+ | 0.2937 | 11.4062 | 730 | 0.6495 | 0.5514 | 0.6495 | 0.8059 |
417
+ | 0.2937 | 11.4375 | 732 | 0.6396 | 0.5707 | 0.6396 | 0.7997 |
418
+ | 0.2937 | 11.4688 | 734 | 0.6314 | 0.5707 | 0.6314 | 0.7946 |
419
+ | 0.2937 | 11.5 | 736 | 0.6390 | 0.5536 | 0.6390 | 0.7993 |
420
+ | 0.2937 | 11.5312 | 738 | 0.6489 | 0.5315 | 0.6489 | 0.8055 |
421
+ | 0.2937 | 11.5625 | 740 | 0.6537 | 0.5428 | 0.6537 | 0.8085 |
422
+ | 0.2937 | 11.5938 | 742 | 0.6537 | 0.5647 | 0.6537 | 0.8085 |
423
+ | 0.2937 | 11.625 | 744 | 0.6566 | 0.5809 | 0.6566 | 0.8103 |
424
+ | 0.2937 | 11.6562 | 746 | 0.6596 | 0.5287 | 0.6596 | 0.8121 |
425
+ | 0.2937 | 11.6875 | 748 | 0.6980 | 0.5347 | 0.6980 | 0.8354 |
426
+ | 0.2937 | 11.7188 | 750 | 0.7701 | 0.5359 | 0.7701 | 0.8776 |
427
+ | 0.2937 | 11.75 | 752 | 0.7763 | 0.5145 | 0.7763 | 0.8811 |
428
+ | 0.2937 | 11.7812 | 754 | 0.7322 | 0.4671 | 0.7322 | 0.8557 |
429
+ | 0.2937 | 11.8125 | 756 | 0.6910 | 0.5190 | 0.6910 | 0.8313 |
430
+ | 0.2937 | 11.8438 | 758 | 0.6941 | 0.5928 | 0.6941 | 0.8331 |
431
+ | 0.2937 | 11.875 | 760 | 0.7017 | 0.5724 | 0.7017 | 0.8377 |
432
+ | 0.2937 | 11.9062 | 762 | 0.7069 | 0.5412 | 0.7069 | 0.8408 |
433
+ | 0.2937 | 11.9375 | 764 | 0.7126 | 0.5084 | 0.7126 | 0.8442 |
434
+ | 0.2937 | 11.9688 | 766 | 0.7113 | 0.4968 | 0.7113 | 0.8434 |
435
+ | 0.2937 | 12.0 | 768 | 0.7023 | 0.5182 | 0.7023 | 0.8381 |
436
+ | 0.2937 | 12.0312 | 770 | 0.7006 | 0.5569 | 0.7006 | 0.8370 |
437
+ | 0.2937 | 12.0625 | 772 | 0.7091 | 0.5327 | 0.7091 | 0.8421 |
438
+ | 0.2937 | 12.0938 | 774 | 0.7048 | 0.5632 | 0.7048 | 0.8395 |
439
+ | 0.2937 | 12.125 | 776 | 0.7000 | 0.5657 | 0.7000 | 0.8367 |
440
+ | 0.2937 | 12.1562 | 778 | 0.7000 | 0.5275 | 0.7000 | 0.8366 |
441
+ | 0.2937 | 12.1875 | 780 | 0.6970 | 0.5818 | 0.6970 | 0.8348 |
442
+ | 0.2937 | 12.2188 | 782 | 0.7139 | 0.6395 | 0.7139 | 0.8450 |
443
+ | 0.2937 | 12.25 | 784 | 0.7595 | 0.5948 | 0.7595 | 0.8715 |
444
+ | 0.2937 | 12.2812 | 786 | 0.7510 | 0.5948 | 0.7510 | 0.8666 |
445
+ | 0.2937 | 12.3125 | 788 | 0.7105 | 0.6025 | 0.7105 | 0.8429 |
446
+ | 0.2937 | 12.3438 | 790 | 0.6606 | 0.5467 | 0.6606 | 0.8128 |
447
+ | 0.2937 | 12.375 | 792 | 0.6547 | 0.5943 | 0.6547 | 0.8092 |
448
+ | 0.2937 | 12.4062 | 794 | 0.6630 | 0.5763 | 0.6630 | 0.8143 |
449
+ | 0.2937 | 12.4375 | 796 | 0.6871 | 0.5821 | 0.6871 | 0.8289 |
450
+ | 0.2937 | 12.4688 | 798 | 0.6772 | 0.6063 | 0.6772 | 0.8229 |
451
+ | 0.2937 | 12.5 | 800 | 0.6620 | 0.5480 | 0.6620 | 0.8136 |
452
+ | 0.2937 | 12.5312 | 802 | 0.6701 | 0.5659 | 0.6701 | 0.8186 |
453
+ | 0.2937 | 12.5625 | 804 | 0.6895 | 0.5782 | 0.6895 | 0.8304 |
454
+ | 0.2937 | 12.5938 | 806 | 0.7005 | 0.5782 | 0.7005 | 0.8370 |
455
+ | 0.2937 | 12.625 | 808 | 0.6713 | 0.5250 | 0.6713 | 0.8193 |
456
+ | 0.2937 | 12.6562 | 810 | 0.7035 | 0.5267 | 0.7035 | 0.8387 |
457
+ | 0.2937 | 12.6875 | 812 | 0.7385 | 0.5746 | 0.7385 | 0.8593 |
458
+ | 0.2937 | 12.7188 | 814 | 0.7066 | 0.5882 | 0.7066 | 0.8406 |
459
+ | 0.2937 | 12.75 | 816 | 0.6889 | 0.5161 | 0.6889 | 0.8300 |
460
+ | 0.2937 | 12.7812 | 818 | 0.7626 | 0.5335 | 0.7626 | 0.8733 |
461
+ | 0.2937 | 12.8125 | 820 | 0.8041 | 0.5372 | 0.8041 | 0.8967 |
462
+ | 0.2937 | 12.8438 | 822 | 0.8523 | 0.5271 | 0.8523 | 0.9232 |
463
+ | 0.2937 | 12.875 | 824 | 0.8296 | 0.5056 | 0.8296 | 0.9108 |
464
+ | 0.2937 | 12.9062 | 826 | 0.7563 | 0.5997 | 0.7563 | 0.8697 |
465
+ | 0.2937 | 12.9375 | 828 | 0.6769 | 0.4834 | 0.6769 | 0.8227 |
466
+ | 0.2937 | 12.9688 | 830 | 0.6906 | 0.5494 | 0.6906 | 0.8310 |
467
+ | 0.2937 | 13.0 | 832 | 0.7397 | 0.5973 | 0.7397 | 0.8601 |
468
+ | 0.2937 | 13.0312 | 834 | 0.7814 | 0.6123 | 0.7814 | 0.8840 |
469
+ | 0.2937 | 13.0625 | 836 | 0.7741 | 0.6123 | 0.7741 | 0.8798 |
470
+ | 0.2937 | 13.0938 | 838 | 0.7495 | 0.6123 | 0.7495 | 0.8657 |
471
+ | 0.2937 | 13.125 | 840 | 0.7026 | 0.5973 | 0.7026 | 0.8382 |
472
+ | 0.2937 | 13.1562 | 842 | 0.6559 | 0.6147 | 0.6559 | 0.8098 |
473
+ | 0.2937 | 13.1875 | 844 | 0.6381 | 0.5370 | 0.6381 | 0.7988 |
474
+ | 0.2937 | 13.2188 | 846 | 0.6409 | 0.5530 | 0.6409 | 0.8006 |
475
+ | 0.2937 | 13.25 | 848 | 0.6473 | 0.6144 | 0.6473 | 0.8045 |
476
+ | 0.2937 | 13.2812 | 850 | 0.6491 | 0.6022 | 0.6491 | 0.8056 |
477
+ | 0.2937 | 13.3125 | 852 | 0.6607 | 0.5589 | 0.6607 | 0.8129 |
478
+ | 0.2937 | 13.3438 | 854 | 0.6534 | 0.6104 | 0.6534 | 0.8083 |
479
+ | 0.2937 | 13.375 | 856 | 0.6650 | 0.5607 | 0.6650 | 0.8155 |
480
+ | 0.2937 | 13.4062 | 858 | 0.6716 | 0.5986 | 0.6716 | 0.8195 |
481
+ | 0.2937 | 13.4375 | 860 | 0.6690 | 0.5690 | 0.6690 | 0.8179 |
482
+ | 0.2937 | 13.4688 | 862 | 0.6873 | 0.5542 | 0.6873 | 0.8290 |
483
+ | 0.2937 | 13.5 | 864 | 0.7193 | 0.5355 | 0.7193 | 0.8481 |
484
+ | 0.2937 | 13.5312 | 866 | 0.7101 | 0.5340 | 0.7101 | 0.8427 |
485
+ | 0.2937 | 13.5625 | 868 | 0.6865 | 0.5421 | 0.6865 | 0.8285 |
486
+ | 0.2937 | 13.5938 | 870 | 0.6708 | 0.5735 | 0.6708 | 0.8190 |
487
+ | 0.2937 | 13.625 | 872 | 0.6724 | 0.5060 | 0.6724 | 0.8200 |
488
+ | 0.2937 | 13.6562 | 874 | 0.6714 | 0.5188 | 0.6714 | 0.8194 |
489
+ | 0.2937 | 13.6875 | 876 | 0.6696 | 0.5287 | 0.6696 | 0.8183 |
490
+ | 0.2937 | 13.7188 | 878 | 0.6723 | 0.5517 | 0.6723 | 0.8199 |
491
+ | 0.2937 | 13.75 | 880 | 0.6818 | 0.5736 | 0.6818 | 0.8257 |
492
+ | 0.2937 | 13.7812 | 882 | 0.6920 | 0.6032 | 0.6920 | 0.8319 |
493
+ | 0.2937 | 13.8125 | 884 | 0.7126 | 0.5815 | 0.7126 | 0.8442 |
494
+ | 0.2937 | 13.8438 | 886 | 0.7362 | 0.4920 | 0.7362 | 0.8580 |
495
+ | 0.2937 | 13.875 | 888 | 0.7378 | 0.4686 | 0.7378 | 0.8589 |
496
+ | 0.2937 | 13.9062 | 890 | 0.7057 | 0.5313 | 0.7057 | 0.8401 |
497
+ | 0.2937 | 13.9375 | 892 | 0.6914 | 0.4922 | 0.6914 | 0.8315 |
498
+ | 0.2937 | 13.9688 | 894 | 0.7127 | 0.5648 | 0.7127 | 0.8442 |
499
+ | 0.2937 | 14.0 | 896 | 0.7276 | 0.5303 | 0.7276 | 0.8530 |
500
+ | 0.2937 | 14.0312 | 898 | 0.7241 | 0.5238 | 0.7241 | 0.8509 |
501
+ | 0.2937 | 14.0625 | 900 | 0.7260 | 0.5155 | 0.7260 | 0.8521 |
502
+ | 0.2937 | 14.0938 | 902 | 0.7230 | 0.4936 | 0.7230 | 0.8503 |
503
+ | 0.2937 | 14.125 | 904 | 0.7267 | 0.4337 | 0.7267 | 0.8525 |
504
+ | 0.2937 | 14.1562 | 906 | 0.7469 | 0.4640 | 0.7469 | 0.8642 |
505
+ | 0.2937 | 14.1875 | 908 | 0.7550 | 0.4472 | 0.7550 | 0.8689 |
506
+ | 0.2937 | 14.2188 | 910 | 0.7617 | 0.4472 | 0.7617 | 0.8727 |
507
+ | 0.2937 | 14.25 | 912 | 0.7568 | 0.4321 | 0.7568 | 0.8699 |
508
+ | 0.2937 | 14.2812 | 914 | 0.7531 | 0.4168 | 0.7531 | 0.8678 |
509
+ | 0.2937 | 14.3125 | 916 | 0.7591 | 0.4321 | 0.7591 | 0.8713 |
510
+ | 0.2937 | 14.3438 | 918 | 0.7594 | 0.4286 | 0.7594 | 0.8715 |
511
+ | 0.2937 | 14.375 | 920 | 0.7543 | 0.4395 | 0.7543 | 0.8685 |
512
+ | 0.2937 | 14.4062 | 922 | 0.7636 | 0.4630 | 0.7636 | 0.8738 |
513
+ | 0.2937 | 14.4375 | 924 | 0.7716 | 0.4645 | 0.7716 | 0.8784 |
514
+ | 0.2937 | 14.4688 | 926 | 0.7777 | 0.3981 | 0.7777 | 0.8819 |
515
+ | 0.2937 | 14.5 | 928 | 0.7696 | 0.3983 | 0.7696 | 0.8773 |
516
+ | 0.2937 | 14.5312 | 930 | 0.7649 | 0.3836 | 0.7649 | 0.8746 |
517
+ | 0.2937 | 14.5625 | 932 | 0.7507 | 0.4428 | 0.7507 | 0.8664 |
518
+ | 0.2937 | 14.5938 | 934 | 0.7393 | 0.4544 | 0.7393 | 0.8598 |
519
+ | 0.2937 | 14.625 | 936 | 0.7425 | 0.4082 | 0.7425 | 0.8617 |
520
+ | 0.2937 | 14.6562 | 938 | 0.7462 | 0.4745 | 0.7462 | 0.8638 |
521
+ | 0.2937 | 14.6875 | 940 | 0.7389 | 0.4757 | 0.7389 | 0.8596 |
522
+ | 0.2937 | 14.7188 | 942 | 0.7297 | 0.4645 | 0.7297 | 0.8542 |
523
+ | 0.2937 | 14.75 | 944 | 0.7389 | 0.4329 | 0.7389 | 0.8596 |
524
+ | 0.2937 | 14.7812 | 946 | 0.7804 | 0.4672 | 0.7804 | 0.8834 |
525
+ | 0.2937 | 14.8125 | 948 | 0.7748 | 0.4772 | 0.7748 | 0.8802 |
526
+ | 0.2937 | 14.8438 | 950 | 0.7623 | 0.4719 | 0.7623 | 0.8731 |
527
+ | 0.2937 | 14.875 | 952 | 0.7473 | 0.4568 | 0.7473 | 0.8644 |
528
+ | 0.2937 | 14.9062 | 954 | 0.7472 | 0.4789 | 0.7472 | 0.8644 |
529
+ | 0.2937 | 14.9375 | 956 | 0.7507 | 0.4531 | 0.7507 | 0.8664 |
530
+ | 0.2937 | 14.9688 | 958 | 0.7466 | 0.4792 | 0.7466 | 0.8641 |
531
+ | 0.2937 | 15.0 | 960 | 0.7517 | 0.4208 | 0.7517 | 0.8670 |
532
+ | 0.2937 | 15.0312 | 962 | 0.7417 | 0.4524 | 0.7417 | 0.8612 |
533
+ | 0.2937 | 15.0625 | 964 | 0.7334 | 0.4524 | 0.7334 | 0.8564 |
534
+ | 0.2937 | 15.0938 | 966 | 0.7295 | 0.4524 | 0.7295 | 0.8541 |
535
+ | 0.2937 | 15.125 | 968 | 0.7260 | 0.4792 | 0.7260 | 0.8521 |
536
+ | 0.2937 | 15.1562 | 970 | 0.7572 | 0.4130 | 0.7572 | 0.8702 |
537
+ | 0.2937 | 15.1875 | 972 | 0.8083 | 0.5025 | 0.8083 | 0.8990 |
538
+ | 0.2937 | 15.2188 | 974 | 0.8292 | 0.5479 | 0.8292 | 0.9106 |
539
+ | 0.2937 | 15.25 | 976 | 0.7896 | 0.5678 | 0.7896 | 0.8886 |
540
+ | 0.2937 | 15.2812 | 978 | 0.7240 | 0.4490 | 0.7240 | 0.8509 |
541
+ | 0.2937 | 15.3125 | 980 | 0.7101 | 0.5024 | 0.7101 | 0.8427 |
542
+ | 0.2937 | 15.3438 | 982 | 0.7058 | 0.5024 | 0.7058 | 0.8401 |
543
+ | 0.2937 | 15.375 | 984 | 0.7013 | 0.5248 | 0.7013 | 0.8374 |
544
+ | 0.2937 | 15.4062 | 986 | 0.6961 | 0.4568 | 0.6961 | 0.8343 |
545
+ | 0.2937 | 15.4375 | 988 | 0.6916 | 0.4460 | 0.6916 | 0.8316 |
546
+ | 0.2937 | 15.4688 | 990 | 0.6838 | 0.5149 | 0.6838 | 0.8269 |
547
+ | 0.2937 | 15.5 | 992 | 0.6834 | 0.5016 | 0.6834 | 0.8267 |
548
+ | 0.2937 | 15.5312 | 994 | 0.6974 | 0.5463 | 0.6974 | 0.8351 |
549
+ | 0.2937 | 15.5625 | 996 | 0.7097 | 0.5235 | 0.7097 | 0.8424 |
550
+ | 0.2937 | 15.5938 | 998 | 0.7076 | 0.4782 | 0.7076 | 0.8412 |
551
+ | 0.0689 | 15.625 | 1000 | 0.7235 | 0.4368 | 0.7235 | 0.8506 |
552
+ | 0.0689 | 15.6562 | 1002 | 0.7494 | 0.4720 | 0.7494 | 0.8657 |
553
+ | 0.0689 | 15.6875 | 1004 | 0.7798 | 0.4970 | 0.7798 | 0.8831 |
554
+ | 0.0689 | 15.7188 | 1006 | 0.7935 | 0.4976 | 0.7935 | 0.8908 |
555
+ | 0.0689 | 15.75 | 1008 | 0.8046 | 0.4472 | 0.8046 | 0.8970 |
556
+ | 0.0689 | 15.7812 | 1010 | 0.7883 | 0.4304 | 0.7883 | 0.8879 |
557
+ | 0.0689 | 15.8125 | 1012 | 0.7745 | 0.4520 | 0.7745 | 0.8801 |
558
+ | 0.0689 | 15.8438 | 1014 | 0.7649 | 0.4867 | 0.7649 | 0.8746 |
559
+ | 0.0689 | 15.875 | 1016 | 0.7538 | 0.4608 | 0.7538 | 0.8682 |
560
+ | 0.0689 | 15.9062 | 1018 | 0.7470 | 0.4591 | 0.7470 | 0.8643 |
561
+ | 0.0689 | 15.9375 | 1020 | 0.7288 | 0.4764 | 0.7288 | 0.8537 |
562
+ | 0.0689 | 15.9688 | 1022 | 0.7162 | 0.4929 | 0.7162 | 0.8463 |
563
+ | 0.0689 | 16.0 | 1024 | 0.7435 | 0.4874 | 0.7435 | 0.8623 |
564
+ | 0.0689 | 16.0312 | 1026 | 0.8020 | 0.5565 | 0.8020 | 0.8956 |
565
+ | 0.0689 | 16.0625 | 1028 | 0.8433 | 0.5661 | 0.8433 | 0.9183 |
566
+ | 0.0689 | 16.0938 | 1030 | 0.8470 | 0.5552 | 0.8470 | 0.9203 |
567
+ | 0.0689 | 16.125 | 1032 | 0.8442 | 0.5570 | 0.8442 | 0.9188 |
568
+ | 0.0689 | 16.1562 | 1034 | 0.8290 | 0.5474 | 0.8290 | 0.9105 |
569
+ | 0.0689 | 16.1875 | 1036 | 0.7965 | 0.5362 | 0.7965 | 0.8925 |
570
+ | 0.0689 | 16.2188 | 1038 | 0.7464 | 0.5340 | 0.7464 | 0.8639 |
571
+ | 0.0689 | 16.25 | 1040 | 0.6991 | 0.4804 | 0.6991 | 0.8361 |
572
+ | 0.0689 | 16.2812 | 1042 | 0.6922 | 0.5248 | 0.6922 | 0.8320 |
573
+ | 0.0689 | 16.3125 | 1044 | 0.6968 | 0.4676 | 0.6968 | 0.8348 |
574
+ | 0.0689 | 16.3438 | 1046 | 0.7147 | 0.4819 | 0.7147 | 0.8454 |
575
+ | 0.0689 | 16.375 | 1048 | 0.7620 | 0.4439 | 0.7620 | 0.8730 |
576
+ | 0.0689 | 16.4062 | 1050 | 0.8271 | 0.4939 | 0.8271 | 0.9095 |
577
+ | 0.0689 | 16.4375 | 1052 | 0.8617 | 0.4609 | 0.8617 | 0.9283 |
578
+ | 0.0689 | 16.4688 | 1054 | 0.8309 | 0.5024 | 0.8309 | 0.9115 |
579
+ | 0.0689 | 16.5 | 1056 | 0.7724 | 0.4509 | 0.7724 | 0.8789 |
580
+ | 0.0689 | 16.5312 | 1058 | 0.7635 | 0.4705 | 0.7635 | 0.8738 |
581
+ | 0.0689 | 16.5625 | 1060 | 0.7718 | 0.4925 | 0.7718 | 0.8785 |
582
+ | 0.0689 | 16.5938 | 1062 | 0.7752 | 0.5149 | 0.7752 | 0.8804 |
583
+ | 0.0689 | 16.625 | 1064 | 0.7775 | 0.4835 | 0.7775 | 0.8817 |
584
+ | 0.0689 | 16.6562 | 1066 | 0.7949 | 0.4300 | 0.7949 | 0.8916 |
585
+ | 0.0689 | 16.6875 | 1068 | 0.7886 | 0.3800 | 0.7886 | 0.8880 |
586
+ | 0.0689 | 16.7188 | 1070 | 0.7881 | 0.4017 | 0.7881 | 0.8878 |
587
+ | 0.0689 | 16.75 | 1072 | 0.7900 | 0.3933 | 0.7900 | 0.8888 |
588
+ | 0.0689 | 16.7812 | 1074 | 0.7737 | 0.4313 | 0.7737 | 0.8796 |
589
 
590
 
591
  ### Framework versions