Training in progress, step 500
Browse files- README.md +577 -0
- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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| 1 |
+
---
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| 2 |
+
library_name: transformers
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| 3 |
+
base_model: aubmindlab/bert-base-arabertv02
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| 4 |
+
tags:
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| 5 |
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- generated_from_trainer
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| 6 |
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model-index:
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| 7 |
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- name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task2_organization
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| 8 |
+
results: []
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| 9 |
+
---
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| 10 |
+
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| 11 |
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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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| 12 |
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should probably proofread and complete it, then remove this comment. -->
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| 13 |
+
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| 14 |
+
# ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task2_organization
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| 15 |
+
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| 16 |
+
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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| 17 |
+
It achieves the following results on the evaluation set:
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| 18 |
+
- Loss: 0.7647
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| 19 |
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- Qwk: 0.4749
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| 20 |
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- Mse: 0.7647
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| 21 |
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- Rmse: 0.8745
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| 22 |
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| 23 |
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## Model description
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| 24 |
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| 25 |
+
More information needed
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| 26 |
+
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| 27 |
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## Intended uses & limitations
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| 28 |
+
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| 29 |
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More information needed
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| 30 |
+
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| 31 |
+
## Training and evaluation data
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| 32 |
+
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| 33 |
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More information needed
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| 34 |
+
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| 35 |
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## Training procedure
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| 36 |
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| 37 |
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### Training hyperparameters
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| 38 |
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| 39 |
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The following hyperparameters were used during training:
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| 40 |
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- learning_rate: 2e-05
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| 41 |
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- train_batch_size: 8
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| 42 |
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- eval_batch_size: 8
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| 43 |
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- seed: 42
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| 44 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 100
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| 47 |
+
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| 48 |
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### Training results
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| 49 |
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| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.0308 | 2 | 4.3809 | -0.0441 | 4.3809 | 2.0931 |
|
| 53 |
+
| No log | 0.0615 | 4 | 2.4457 | -0.0136 | 2.4457 | 1.5639 |
|
| 54 |
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| No log | 0.0923 | 6 | 1.5370 | -0.0553 | 1.5370 | 1.2398 |
|
| 55 |
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| No log | 0.1231 | 8 | 0.9461 | -0.0338 | 0.9461 | 0.9727 |
|
| 56 |
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| No log | 0.1538 | 10 | 0.9205 | 0.0932 | 0.9205 | 0.9594 |
|
| 57 |
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| No log | 0.1846 | 12 | 1.0027 | 0.0196 | 1.0027 | 1.0014 |
|
| 58 |
+
| No log | 0.2154 | 14 | 1.3413 | -0.1219 | 1.3413 | 1.1582 |
|
| 59 |
+
| No log | 0.2462 | 16 | 1.2598 | -0.1642 | 1.2598 | 1.1224 |
|
| 60 |
+
| No log | 0.2769 | 18 | 0.8757 | 0.0660 | 0.8757 | 0.9358 |
|
| 61 |
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| No log | 0.3077 | 20 | 0.8795 | 0.0294 | 0.8795 | 0.9378 |
|
| 62 |
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| No log | 0.3385 | 22 | 0.8360 | 0.0726 | 0.8360 | 0.9143 |
|
| 63 |
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| No log | 0.3692 | 24 | 0.8678 | 0.0989 | 0.8678 | 0.9316 |
|
| 64 |
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| No log | 0.4 | 26 | 0.9502 | 0.0212 | 0.9502 | 0.9748 |
|
| 65 |
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| No log | 0.4308 | 28 | 1.0742 | -0.0210 | 1.0742 | 1.0365 |
|
| 66 |
+
| No log | 0.4615 | 30 | 1.1383 | -0.0674 | 1.1383 | 1.0669 |
|
| 67 |
+
| No log | 0.4923 | 32 | 1.0390 | 0.0653 | 1.0390 | 1.0193 |
|
| 68 |
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| No log | 0.5231 | 34 | 1.1664 | 0.0210 | 1.1664 | 1.0800 |
|
| 69 |
+
| No log | 0.5538 | 36 | 1.1908 | 0.0165 | 1.1908 | 1.0913 |
|
| 70 |
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| No log | 0.5846 | 38 | 1.1725 | -0.0258 | 1.1725 | 1.0828 |
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| 71 |
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| No log | 0.6154 | 40 | 1.0248 | -0.0004 | 1.0248 | 1.0123 |
|
| 72 |
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| No log | 0.6462 | 42 | 0.8665 | 0.2136 | 0.8665 | 0.9308 |
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| 73 |
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| No log | 0.6769 | 44 | 0.8039 | 0.2301 | 0.8039 | 0.8966 |
|
| 74 |
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| No log | 0.7077 | 46 | 0.7986 | 0.2726 | 0.7986 | 0.8936 |
|
| 75 |
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| No log | 0.7385 | 48 | 0.8027 | 0.2971 | 0.8027 | 0.8959 |
|
| 76 |
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| No log | 0.7692 | 50 | 0.8995 | 0.1697 | 0.8995 | 0.9484 |
|
| 77 |
+
| No log | 0.8 | 52 | 0.9316 | 0.1937 | 0.9316 | 0.9652 |
|
| 78 |
+
| No log | 0.8308 | 54 | 0.8541 | 0.2898 | 0.8541 | 0.9242 |
|
| 79 |
+
| No log | 0.8615 | 56 | 0.8035 | 0.2825 | 0.8035 | 0.8964 |
|
| 80 |
+
| No log | 0.8923 | 58 | 0.7699 | 0.3564 | 0.7699 | 0.8775 |
|
| 81 |
+
| No log | 0.9231 | 60 | 0.7896 | 0.2902 | 0.7896 | 0.8886 |
|
| 82 |
+
| No log | 0.9538 | 62 | 0.7431 | 0.3876 | 0.7431 | 0.8620 |
|
| 83 |
+
| No log | 0.9846 | 64 | 0.7763 | 0.3475 | 0.7763 | 0.8811 |
|
| 84 |
+
| No log | 1.0154 | 66 | 0.7720 | 0.3633 | 0.7720 | 0.8786 |
|
| 85 |
+
| No log | 1.0462 | 68 | 0.8075 | 0.3426 | 0.8075 | 0.8986 |
|
| 86 |
+
| No log | 1.0769 | 70 | 0.7993 | 0.4140 | 0.7993 | 0.8941 |
|
| 87 |
+
| No log | 1.1077 | 72 | 0.8238 | 0.4401 | 0.8238 | 0.9076 |
|
| 88 |
+
| No log | 1.1385 | 74 | 0.7804 | 0.3795 | 0.7804 | 0.8834 |
|
| 89 |
+
| No log | 1.1692 | 76 | 0.8014 | 0.2971 | 0.8014 | 0.8952 |
|
| 90 |
+
| No log | 1.2 | 78 | 0.8118 | 0.3621 | 0.8118 | 0.9010 |
|
| 91 |
+
| No log | 1.2308 | 80 | 0.8070 | 0.3562 | 0.8070 | 0.8983 |
|
| 92 |
+
| No log | 1.2615 | 82 | 0.8941 | 0.3787 | 0.8941 | 0.9456 |
|
| 93 |
+
| No log | 1.2923 | 84 | 0.8592 | 0.4224 | 0.8592 | 0.9269 |
|
| 94 |
+
| No log | 1.3231 | 86 | 0.8866 | 0.4133 | 0.8866 | 0.9416 |
|
| 95 |
+
| No log | 1.3538 | 88 | 0.9097 | 0.4098 | 0.9097 | 0.9538 |
|
| 96 |
+
| No log | 1.3846 | 90 | 0.8686 | 0.3985 | 0.8686 | 0.9320 |
|
| 97 |
+
| No log | 1.4154 | 92 | 0.8860 | 0.3896 | 0.8860 | 0.9413 |
|
| 98 |
+
| No log | 1.4462 | 94 | 0.9988 | 0.3329 | 0.9988 | 0.9994 |
|
| 99 |
+
| No log | 1.4769 | 96 | 0.9487 | 0.3660 | 0.9487 | 0.9740 |
|
| 100 |
+
| No log | 1.5077 | 98 | 0.8799 | 0.4131 | 0.8799 | 0.9380 |
|
| 101 |
+
| No log | 1.5385 | 100 | 0.8733 | 0.4084 | 0.8733 | 0.9345 |
|
| 102 |
+
| No log | 1.5692 | 102 | 0.8459 | 0.4295 | 0.8459 | 0.9197 |
|
| 103 |
+
| No log | 1.6 | 104 | 0.8469 | 0.4337 | 0.8469 | 0.9202 |
|
| 104 |
+
| No log | 1.6308 | 106 | 1.0388 | 0.3452 | 1.0388 | 1.0192 |
|
| 105 |
+
| No log | 1.6615 | 108 | 1.2347 | 0.3135 | 1.2347 | 1.1112 |
|
| 106 |
+
| No log | 1.6923 | 110 | 1.0447 | 0.3403 | 1.0447 | 1.0221 |
|
| 107 |
+
| No log | 1.7231 | 112 | 0.7372 | 0.4408 | 0.7372 | 0.8586 |
|
| 108 |
+
| No log | 1.7538 | 114 | 0.8635 | 0.3286 | 0.8635 | 0.9292 |
|
| 109 |
+
| No log | 1.7846 | 116 | 0.9756 | 0.2987 | 0.9756 | 0.9877 |
|
| 110 |
+
| No log | 1.8154 | 118 | 0.7500 | 0.3993 | 0.7500 | 0.8660 |
|
| 111 |
+
| No log | 1.8462 | 120 | 0.7285 | 0.4551 | 0.7285 | 0.8535 |
|
| 112 |
+
| No log | 1.8769 | 122 | 0.7924 | 0.4100 | 0.7924 | 0.8902 |
|
| 113 |
+
| No log | 1.9077 | 124 | 0.7405 | 0.4469 | 0.7405 | 0.8606 |
|
| 114 |
+
| No log | 1.9385 | 126 | 0.7650 | 0.3174 | 0.7650 | 0.8747 |
|
| 115 |
+
| No log | 1.9692 | 128 | 0.8123 | 0.2690 | 0.8123 | 0.9013 |
|
| 116 |
+
| No log | 2.0 | 130 | 0.7845 | 0.248 | 0.7845 | 0.8857 |
|
| 117 |
+
| No log | 2.0308 | 132 | 0.8387 | 0.2938 | 0.8387 | 0.9158 |
|
| 118 |
+
| No log | 2.0615 | 134 | 0.9214 | 0.2363 | 0.9214 | 0.9599 |
|
| 119 |
+
| No log | 2.0923 | 136 | 0.8713 | 0.2534 | 0.8713 | 0.9334 |
|
| 120 |
+
| No log | 2.1231 | 138 | 0.8197 | 0.2597 | 0.8197 | 0.9054 |
|
| 121 |
+
| No log | 2.1538 | 140 | 0.9261 | 0.2710 | 0.9261 | 0.9623 |
|
| 122 |
+
| No log | 2.1846 | 142 | 1.2751 | 0.1988 | 1.2751 | 1.1292 |
|
| 123 |
+
| No log | 2.2154 | 144 | 1.3487 | 0.2187 | 1.3487 | 1.1613 |
|
| 124 |
+
| No log | 2.2462 | 146 | 1.1028 | 0.2503 | 1.1028 | 1.0502 |
|
| 125 |
+
| No log | 2.2769 | 148 | 1.0109 | 0.2418 | 1.0109 | 1.0054 |
|
| 126 |
+
| No log | 2.3077 | 150 | 0.9312 | 0.2997 | 0.9312 | 0.9650 |
|
| 127 |
+
| No log | 2.3385 | 152 | 0.9003 | 0.2897 | 0.9003 | 0.9488 |
|
| 128 |
+
| No log | 2.3692 | 154 | 0.9039 | 0.2644 | 0.9039 | 0.9507 |
|
| 129 |
+
| No log | 2.4 | 156 | 0.8660 | 0.3550 | 0.8660 | 0.9306 |
|
| 130 |
+
| No log | 2.4308 | 158 | 0.8521 | 0.3348 | 0.8521 | 0.9231 |
|
| 131 |
+
| No log | 2.4615 | 160 | 0.8361 | 0.4018 | 0.8361 | 0.9144 |
|
| 132 |
+
| No log | 2.4923 | 162 | 0.8240 | 0.2783 | 0.8240 | 0.9077 |
|
| 133 |
+
| No log | 2.5231 | 164 | 1.0719 | 0.2215 | 1.0719 | 1.0353 |
|
| 134 |
+
| No log | 2.5538 | 166 | 0.9649 | 0.2432 | 0.9649 | 0.9823 |
|
| 135 |
+
| No log | 2.5846 | 168 | 0.7640 | 0.2079 | 0.7640 | 0.8741 |
|
| 136 |
+
| No log | 2.6154 | 170 | 0.6959 | 0.3455 | 0.6959 | 0.8342 |
|
| 137 |
+
| No log | 2.6462 | 172 | 0.6808 | 0.3394 | 0.6808 | 0.8251 |
|
| 138 |
+
| No log | 2.6769 | 174 | 0.6741 | 0.3640 | 0.6741 | 0.8211 |
|
| 139 |
+
| No log | 2.7077 | 176 | 0.6624 | 0.3644 | 0.6624 | 0.8139 |
|
| 140 |
+
| No log | 2.7385 | 178 | 0.6580 | 0.3624 | 0.6580 | 0.8112 |
|
| 141 |
+
| No log | 2.7692 | 180 | 0.6700 | 0.3885 | 0.6700 | 0.8185 |
|
| 142 |
+
| No log | 2.8 | 182 | 0.9538 | 0.3489 | 0.9538 | 0.9766 |
|
| 143 |
+
| No log | 2.8308 | 184 | 1.2110 | 0.3354 | 1.2110 | 1.1005 |
|
| 144 |
+
| No log | 2.8615 | 186 | 0.8778 | 0.3820 | 0.8778 | 0.9369 |
|
| 145 |
+
| No log | 2.8923 | 188 | 0.6436 | 0.3323 | 0.6436 | 0.8023 |
|
| 146 |
+
| No log | 2.9231 | 190 | 0.7590 | 0.3401 | 0.7590 | 0.8712 |
|
| 147 |
+
| No log | 2.9538 | 192 | 0.7234 | 0.3871 | 0.7234 | 0.8505 |
|
| 148 |
+
| No log | 2.9846 | 194 | 0.6565 | 0.3431 | 0.6565 | 0.8103 |
|
| 149 |
+
| No log | 3.0154 | 196 | 0.8559 | 0.3964 | 0.8559 | 0.9252 |
|
| 150 |
+
| No log | 3.0462 | 198 | 0.8750 | 0.3938 | 0.8750 | 0.9354 |
|
| 151 |
+
| No log | 3.0769 | 200 | 0.6934 | 0.4241 | 0.6934 | 0.8327 |
|
| 152 |
+
| No log | 3.1077 | 202 | 0.7010 | 0.4009 | 0.7010 | 0.8373 |
|
| 153 |
+
| No log | 3.1385 | 204 | 0.6710 | 0.4129 | 0.6710 | 0.8191 |
|
| 154 |
+
| No log | 3.1692 | 206 | 0.6519 | 0.3317 | 0.6519 | 0.8074 |
|
| 155 |
+
| No log | 3.2 | 208 | 0.7487 | 0.3229 | 0.7487 | 0.8653 |
|
| 156 |
+
| No log | 3.2308 | 210 | 0.7507 | 0.3229 | 0.7507 | 0.8664 |
|
| 157 |
+
| No log | 3.2615 | 212 | 0.6732 | 0.3667 | 0.6732 | 0.8205 |
|
| 158 |
+
| No log | 3.2923 | 214 | 0.7112 | 0.2920 | 0.7112 | 0.8433 |
|
| 159 |
+
| No log | 3.3231 | 216 | 0.6933 | 0.3595 | 0.6933 | 0.8327 |
|
| 160 |
+
| No log | 3.3538 | 218 | 0.6615 | 0.3761 | 0.6615 | 0.8133 |
|
| 161 |
+
| No log | 3.3846 | 220 | 0.6922 | 0.3922 | 0.6922 | 0.8320 |
|
| 162 |
+
| No log | 3.4154 | 222 | 0.7348 | 0.3313 | 0.7348 | 0.8572 |
|
| 163 |
+
| No log | 3.4462 | 224 | 0.6959 | 0.4016 | 0.6959 | 0.8342 |
|
| 164 |
+
| No log | 3.4769 | 226 | 0.7736 | 0.4274 | 0.7736 | 0.8795 |
|
| 165 |
+
| No log | 3.5077 | 228 | 0.9285 | 0.3613 | 0.9285 | 0.9636 |
|
| 166 |
+
| No log | 3.5385 | 230 | 0.8575 | 0.3540 | 0.8575 | 0.9260 |
|
| 167 |
+
| No log | 3.5692 | 232 | 0.6981 | 0.3682 | 0.6981 | 0.8355 |
|
| 168 |
+
| No log | 3.6 | 234 | 0.6974 | 0.3816 | 0.6974 | 0.8351 |
|
| 169 |
+
| No log | 3.6308 | 236 | 0.8390 | 0.3039 | 0.8390 | 0.9160 |
|
| 170 |
+
| No log | 3.6615 | 238 | 0.7164 | 0.3304 | 0.7164 | 0.8464 |
|
| 171 |
+
| No log | 3.6923 | 240 | 0.6639 | 0.4294 | 0.6639 | 0.8148 |
|
| 172 |
+
| No log | 3.7231 | 242 | 0.7606 | 0.3496 | 0.7606 | 0.8721 |
|
| 173 |
+
| No log | 3.7538 | 244 | 0.8720 | 0.3039 | 0.8720 | 0.9338 |
|
| 174 |
+
| No log | 3.7846 | 246 | 0.7614 | 0.3211 | 0.7614 | 0.8726 |
|
| 175 |
+
| No log | 3.8154 | 248 | 0.6341 | 0.3537 | 0.6341 | 0.7963 |
|
| 176 |
+
| No log | 3.8462 | 250 | 0.6293 | 0.4253 | 0.6293 | 0.7933 |
|
| 177 |
+
| No log | 3.8769 | 252 | 0.6359 | 0.4549 | 0.6359 | 0.7974 |
|
| 178 |
+
| No log | 3.9077 | 254 | 0.7247 | 0.4256 | 0.7247 | 0.8513 |
|
| 179 |
+
| No log | 3.9385 | 256 | 0.8627 | 0.3606 | 0.8627 | 0.9288 |
|
| 180 |
+
| No log | 3.9692 | 258 | 0.8045 | 0.4096 | 0.8045 | 0.8969 |
|
| 181 |
+
| No log | 4.0 | 260 | 0.6769 | 0.4985 | 0.6769 | 0.8228 |
|
| 182 |
+
| No log | 4.0308 | 262 | 0.6793 | 0.4672 | 0.6793 | 0.8242 |
|
| 183 |
+
| No log | 4.0615 | 264 | 0.7743 | 0.4314 | 0.7743 | 0.8800 |
|
| 184 |
+
| No log | 4.0923 | 266 | 0.7468 | 0.4659 | 0.7468 | 0.8642 |
|
| 185 |
+
| No log | 4.1231 | 268 | 0.6895 | 0.4980 | 0.6895 | 0.8303 |
|
| 186 |
+
| No log | 4.1538 | 270 | 0.6678 | 0.5273 | 0.6678 | 0.8172 |
|
| 187 |
+
| No log | 4.1846 | 272 | 0.6974 | 0.5178 | 0.6974 | 0.8351 |
|
| 188 |
+
| No log | 4.2154 | 274 | 0.9049 | 0.3997 | 0.9049 | 0.9513 |
|
| 189 |
+
| No log | 4.2462 | 276 | 0.9533 | 0.3426 | 0.9533 | 0.9763 |
|
| 190 |
+
| No log | 4.2769 | 278 | 0.7943 | 0.4665 | 0.7943 | 0.8912 |
|
| 191 |
+
| No log | 4.3077 | 280 | 0.6271 | 0.4999 | 0.6271 | 0.7919 |
|
| 192 |
+
| No log | 4.3385 | 282 | 0.5898 | 0.4719 | 0.5898 | 0.7680 |
|
| 193 |
+
| No log | 4.3692 | 284 | 0.5916 | 0.5122 | 0.5916 | 0.7692 |
|
| 194 |
+
| No log | 4.4 | 286 | 0.6536 | 0.5352 | 0.6536 | 0.8085 |
|
| 195 |
+
| No log | 4.4308 | 288 | 0.7338 | 0.5113 | 0.7338 | 0.8566 |
|
| 196 |
+
| No log | 4.4615 | 290 | 0.6404 | 0.5557 | 0.6404 | 0.8002 |
|
| 197 |
+
| No log | 4.4923 | 292 | 0.6035 | 0.5005 | 0.6035 | 0.7769 |
|
| 198 |
+
| No log | 4.5231 | 294 | 0.6082 | 0.4546 | 0.6082 | 0.7799 |
|
| 199 |
+
| No log | 4.5538 | 296 | 0.5882 | 0.4783 | 0.5882 | 0.7669 |
|
| 200 |
+
| No log | 4.5846 | 298 | 0.6575 | 0.5519 | 0.6575 | 0.8109 |
|
| 201 |
+
| No log | 4.6154 | 300 | 0.7886 | 0.4061 | 0.7886 | 0.8880 |
|
| 202 |
+
| No log | 4.6462 | 302 | 0.7684 | 0.4290 | 0.7684 | 0.8766 |
|
| 203 |
+
| No log | 4.6769 | 304 | 0.6436 | 0.5612 | 0.6436 | 0.8023 |
|
| 204 |
+
| No log | 4.7077 | 306 | 0.6092 | 0.4368 | 0.6092 | 0.7805 |
|
| 205 |
+
| No log | 4.7385 | 308 | 0.6440 | 0.4094 | 0.6440 | 0.8025 |
|
| 206 |
+
| No log | 4.7692 | 310 | 0.5865 | 0.4562 | 0.5865 | 0.7658 |
|
| 207 |
+
| No log | 4.8 | 312 | 0.6590 | 0.5563 | 0.6590 | 0.8118 |
|
| 208 |
+
| No log | 4.8308 | 314 | 0.7519 | 0.4591 | 0.7519 | 0.8671 |
|
| 209 |
+
| No log | 4.8615 | 316 | 0.7319 | 0.4834 | 0.7319 | 0.8555 |
|
| 210 |
+
| No log | 4.8923 | 318 | 0.7351 | 0.4834 | 0.7351 | 0.8574 |
|
| 211 |
+
| No log | 4.9231 | 320 | 0.6278 | 0.5298 | 0.6278 | 0.7923 |
|
| 212 |
+
| No log | 4.9538 | 322 | 0.5884 | 0.5035 | 0.5884 | 0.7671 |
|
| 213 |
+
| No log | 4.9846 | 324 | 0.5919 | 0.5230 | 0.5919 | 0.7693 |
|
| 214 |
+
| No log | 5.0154 | 326 | 0.5749 | 0.4539 | 0.5749 | 0.7582 |
|
| 215 |
+
| No log | 5.0462 | 328 | 0.5852 | 0.4697 | 0.5852 | 0.7650 |
|
| 216 |
+
| No log | 5.0769 | 330 | 0.5741 | 0.4546 | 0.5741 | 0.7577 |
|
| 217 |
+
| No log | 5.1077 | 332 | 0.6453 | 0.4987 | 0.6453 | 0.8033 |
|
| 218 |
+
| No log | 5.1385 | 334 | 0.6419 | 0.4873 | 0.6419 | 0.8012 |
|
| 219 |
+
| No log | 5.1692 | 336 | 0.5793 | 0.4640 | 0.5793 | 0.7611 |
|
| 220 |
+
| No log | 5.2 | 338 | 0.5806 | 0.4148 | 0.5806 | 0.7620 |
|
| 221 |
+
| No log | 5.2308 | 340 | 0.6050 | 0.4612 | 0.6050 | 0.7778 |
|
| 222 |
+
| No log | 5.2615 | 342 | 0.6484 | 0.4337 | 0.6484 | 0.8052 |
|
| 223 |
+
| No log | 5.2923 | 344 | 0.6424 | 0.4272 | 0.6424 | 0.8015 |
|
| 224 |
+
| No log | 5.3231 | 346 | 0.5997 | 0.4102 | 0.5997 | 0.7744 |
|
| 225 |
+
| No log | 5.3538 | 348 | 0.5948 | 0.4048 | 0.5948 | 0.7712 |
|
| 226 |
+
| No log | 5.3846 | 350 | 0.5975 | 0.4539 | 0.5975 | 0.7730 |
|
| 227 |
+
| No log | 5.4154 | 352 | 0.6129 | 0.4621 | 0.6129 | 0.7829 |
|
| 228 |
+
| No log | 5.4462 | 354 | 0.6032 | 0.4522 | 0.6032 | 0.7766 |
|
| 229 |
+
| No log | 5.4769 | 356 | 0.6094 | 0.5182 | 0.6094 | 0.7807 |
|
| 230 |
+
| No log | 5.5077 | 358 | 0.6075 | 0.4874 | 0.6075 | 0.7794 |
|
| 231 |
+
| No log | 5.5385 | 360 | 0.6167 | 0.4871 | 0.6167 | 0.7853 |
|
| 232 |
+
| No log | 5.5692 | 362 | 0.6097 | 0.4990 | 0.6097 | 0.7808 |
|
| 233 |
+
| No log | 5.6 | 364 | 0.6079 | 0.5465 | 0.6079 | 0.7797 |
|
| 234 |
+
| No log | 5.6308 | 366 | 0.6171 | 0.5610 | 0.6171 | 0.7856 |
|
| 235 |
+
| No log | 5.6615 | 368 | 0.6361 | 0.5507 | 0.6361 | 0.7976 |
|
| 236 |
+
| No log | 5.6923 | 370 | 0.6529 | 0.5334 | 0.6529 | 0.8080 |
|
| 237 |
+
| No log | 5.7231 | 372 | 0.6483 | 0.5600 | 0.6483 | 0.8051 |
|
| 238 |
+
| No log | 5.7538 | 374 | 0.6294 | 0.5823 | 0.6294 | 0.7933 |
|
| 239 |
+
| No log | 5.7846 | 376 | 0.6100 | 0.5288 | 0.6100 | 0.7810 |
|
| 240 |
+
| No log | 5.8154 | 378 | 0.5922 | 0.4622 | 0.5922 | 0.7695 |
|
| 241 |
+
| No log | 5.8462 | 380 | 0.5860 | 0.4342 | 0.5860 | 0.7655 |
|
| 242 |
+
| No log | 5.8769 | 382 | 0.5945 | 0.4436 | 0.5945 | 0.7710 |
|
| 243 |
+
| No log | 5.9077 | 384 | 0.5915 | 0.4738 | 0.5915 | 0.7691 |
|
| 244 |
+
| No log | 5.9385 | 386 | 0.6341 | 0.4522 | 0.6341 | 0.7963 |
|
| 245 |
+
| No log | 5.9692 | 388 | 0.6810 | 0.4466 | 0.6810 | 0.8252 |
|
| 246 |
+
| No log | 6.0 | 390 | 0.6748 | 0.4343 | 0.6748 | 0.8215 |
|
| 247 |
+
| No log | 6.0308 | 392 | 0.6229 | 0.4616 | 0.6229 | 0.7892 |
|
| 248 |
+
| No log | 6.0615 | 394 | 0.6073 | 0.4680 | 0.6073 | 0.7793 |
|
| 249 |
+
| No log | 6.0923 | 396 | 0.5996 | 0.3934 | 0.5996 | 0.7743 |
|
| 250 |
+
| No log | 6.1231 | 398 | 0.6616 | 0.4467 | 0.6616 | 0.8134 |
|
| 251 |
+
| No log | 6.1538 | 400 | 0.6491 | 0.4161 | 0.6491 | 0.8056 |
|
| 252 |
+
| No log | 6.1846 | 402 | 0.6187 | 0.4453 | 0.6187 | 0.7866 |
|
| 253 |
+
| No log | 6.2154 | 404 | 0.5968 | 0.3659 | 0.5968 | 0.7725 |
|
| 254 |
+
| No log | 6.2462 | 406 | 0.6055 | 0.3835 | 0.6055 | 0.7781 |
|
| 255 |
+
| No log | 6.2769 | 408 | 0.6130 | 0.3908 | 0.6130 | 0.7830 |
|
| 256 |
+
| No log | 6.3077 | 410 | 0.6463 | 0.4508 | 0.6463 | 0.8039 |
|
| 257 |
+
| No log | 6.3385 | 412 | 0.6832 | 0.4585 | 0.6832 | 0.8265 |
|
| 258 |
+
| No log | 6.3692 | 414 | 0.7045 | 0.4671 | 0.7045 | 0.8394 |
|
| 259 |
+
| No log | 6.4 | 416 | 0.7434 | 0.4662 | 0.7434 | 0.8622 |
|
| 260 |
+
| No log | 6.4308 | 418 | 0.6862 | 0.4829 | 0.6862 | 0.8284 |
|
| 261 |
+
| No log | 6.4615 | 420 | 0.5809 | 0.5059 | 0.5809 | 0.7622 |
|
| 262 |
+
| No log | 6.4923 | 422 | 0.6728 | 0.4788 | 0.6728 | 0.8202 |
|
| 263 |
+
| No log | 6.5231 | 424 | 0.6840 | 0.4673 | 0.6840 | 0.8271 |
|
| 264 |
+
| No log | 6.5538 | 426 | 0.5768 | 0.4774 | 0.5768 | 0.7595 |
|
| 265 |
+
| No log | 6.5846 | 428 | 0.5937 | 0.5264 | 0.5937 | 0.7705 |
|
| 266 |
+
| No log | 6.6154 | 430 | 0.6268 | 0.5103 | 0.6268 | 0.7917 |
|
| 267 |
+
| No log | 6.6462 | 432 | 0.6200 | 0.4938 | 0.6200 | 0.7874 |
|
| 268 |
+
| No log | 6.6769 | 434 | 0.5758 | 0.4799 | 0.5758 | 0.7588 |
|
| 269 |
+
| No log | 6.7077 | 436 | 0.5426 | 0.5130 | 0.5426 | 0.7366 |
|
| 270 |
+
| No log | 6.7385 | 438 | 0.5490 | 0.4701 | 0.5490 | 0.7410 |
|
| 271 |
+
| No log | 6.7692 | 440 | 0.5332 | 0.5208 | 0.5332 | 0.7302 |
|
| 272 |
+
| No log | 6.8 | 442 | 0.5270 | 0.4668 | 0.5270 | 0.7259 |
|
| 273 |
+
| No log | 6.8308 | 444 | 0.5290 | 0.5208 | 0.5290 | 0.7273 |
|
| 274 |
+
| No log | 6.8615 | 446 | 0.6282 | 0.5198 | 0.6282 | 0.7926 |
|
| 275 |
+
| No log | 6.8923 | 448 | 0.7196 | 0.4627 | 0.7196 | 0.8483 |
|
| 276 |
+
| No log | 6.9231 | 450 | 0.6425 | 0.5469 | 0.6425 | 0.8016 |
|
| 277 |
+
| No log | 6.9538 | 452 | 0.5455 | 0.5661 | 0.5455 | 0.7386 |
|
| 278 |
+
| No log | 6.9846 | 454 | 0.5418 | 0.5548 | 0.5418 | 0.7360 |
|
| 279 |
+
| No log | 7.0154 | 456 | 0.5891 | 0.5695 | 0.5891 | 0.7675 |
|
| 280 |
+
| No log | 7.0462 | 458 | 0.5803 | 0.5347 | 0.5803 | 0.7618 |
|
| 281 |
+
| No log | 7.0769 | 460 | 0.5387 | 0.5266 | 0.5387 | 0.7339 |
|
| 282 |
+
| No log | 7.1077 | 462 | 0.5266 | 0.5074 | 0.5266 | 0.7257 |
|
| 283 |
+
| No log | 7.1385 | 464 | 0.5305 | 0.4703 | 0.5305 | 0.7284 |
|
| 284 |
+
| No log | 7.1692 | 466 | 0.5418 | 0.4594 | 0.5418 | 0.7361 |
|
| 285 |
+
| No log | 7.2 | 468 | 0.5320 | 0.4665 | 0.5320 | 0.7294 |
|
| 286 |
+
| No log | 7.2308 | 470 | 0.5403 | 0.4813 | 0.5403 | 0.7351 |
|
| 287 |
+
| No log | 7.2615 | 472 | 0.5650 | 0.4843 | 0.5650 | 0.7516 |
|
| 288 |
+
| No log | 7.2923 | 474 | 0.6012 | 0.4835 | 0.6012 | 0.7754 |
|
| 289 |
+
| No log | 7.3231 | 476 | 0.5859 | 0.4624 | 0.5859 | 0.7654 |
|
| 290 |
+
| No log | 7.3538 | 478 | 0.5549 | 0.4579 | 0.5549 | 0.7449 |
|
| 291 |
+
| No log | 7.3846 | 480 | 0.5498 | 0.4653 | 0.5498 | 0.7415 |
|
| 292 |
+
| No log | 7.4154 | 482 | 0.5516 | 0.5080 | 0.5516 | 0.7427 |
|
| 293 |
+
| No log | 7.4462 | 484 | 0.5451 | 0.4803 | 0.5451 | 0.7383 |
|
| 294 |
+
| No log | 7.4769 | 486 | 0.5464 | 0.4953 | 0.5464 | 0.7392 |
|
| 295 |
+
| No log | 7.5077 | 488 | 0.5700 | 0.5471 | 0.5700 | 0.7550 |
|
| 296 |
+
| No log | 7.5385 | 490 | 0.5848 | 0.5404 | 0.5848 | 0.7648 |
|
| 297 |
+
| No log | 7.5692 | 492 | 0.5415 | 0.4699 | 0.5415 | 0.7358 |
|
| 298 |
+
| No log | 7.6 | 494 | 0.5469 | 0.4479 | 0.5469 | 0.7396 |
|
| 299 |
+
| No log | 7.6308 | 496 | 0.6027 | 0.4569 | 0.6027 | 0.7763 |
|
| 300 |
+
| No log | 7.6615 | 498 | 0.6194 | 0.4728 | 0.6194 | 0.7870 |
|
| 301 |
+
| 0.4121 | 7.6923 | 500 | 0.5775 | 0.4139 | 0.5775 | 0.7599 |
|
| 302 |
+
| 0.4121 | 7.7231 | 502 | 0.5622 | 0.5278 | 0.5622 | 0.7498 |
|
| 303 |
+
| 0.4121 | 7.7538 | 504 | 0.6904 | 0.5248 | 0.6904 | 0.8309 |
|
| 304 |
+
| 0.4121 | 7.7846 | 506 | 0.7314 | 0.5098 | 0.7314 | 0.8552 |
|
| 305 |
+
| 0.4121 | 7.8154 | 508 | 0.6341 | 0.5628 | 0.6341 | 0.7963 |
|
| 306 |
+
| 0.4121 | 7.8462 | 510 | 0.5497 | 0.4738 | 0.5497 | 0.7414 |
|
| 307 |
+
| 0.4121 | 7.8769 | 512 | 0.6147 | 0.4214 | 0.6147 | 0.7840 |
|
| 308 |
+
| 0.4121 | 7.9077 | 514 | 0.6288 | 0.4147 | 0.6288 | 0.7930 |
|
| 309 |
+
| 0.4121 | 7.9385 | 516 | 0.5591 | 0.4233 | 0.5591 | 0.7477 |
|
| 310 |
+
| 0.4121 | 7.9692 | 518 | 0.5613 | 0.5164 | 0.5613 | 0.7492 |
|
| 311 |
+
| 0.4121 | 8.0 | 520 | 0.6231 | 0.5455 | 0.6231 | 0.7893 |
|
| 312 |
+
| 0.4121 | 8.0308 | 522 | 0.6503 | 0.5498 | 0.6503 | 0.8064 |
|
| 313 |
+
| 0.4121 | 8.0615 | 524 | 0.6078 | 0.5194 | 0.6078 | 0.7796 |
|
| 314 |
+
| 0.4121 | 8.0923 | 526 | 0.5659 | 0.5027 | 0.5659 | 0.7523 |
|
| 315 |
+
| 0.4121 | 8.1231 | 528 | 0.5648 | 0.5026 | 0.5648 | 0.7515 |
|
| 316 |
+
| 0.4121 | 8.1538 | 530 | 0.5757 | 0.4846 | 0.5757 | 0.7587 |
|
| 317 |
+
| 0.4121 | 8.1846 | 532 | 0.5839 | 0.4480 | 0.5839 | 0.7641 |
|
| 318 |
+
| 0.4121 | 8.2154 | 534 | 0.5752 | 0.4871 | 0.5752 | 0.7584 |
|
| 319 |
+
| 0.4121 | 8.2462 | 536 | 0.6811 | 0.5176 | 0.6811 | 0.8253 |
|
| 320 |
+
| 0.4121 | 8.2769 | 538 | 0.7176 | 0.5259 | 0.7176 | 0.8471 |
|
| 321 |
+
| 0.4121 | 8.3077 | 540 | 0.6686 | 0.5244 | 0.6686 | 0.8177 |
|
| 322 |
+
| 0.4121 | 8.3385 | 542 | 0.6309 | 0.5 | 0.6309 | 0.7943 |
|
| 323 |
+
| 0.4121 | 8.3692 | 544 | 0.5963 | 0.5183 | 0.5963 | 0.7722 |
|
| 324 |
+
| 0.4121 | 8.4 | 546 | 0.5486 | 0.5253 | 0.5486 | 0.7407 |
|
| 325 |
+
| 0.4121 | 8.4308 | 548 | 0.5358 | 0.5259 | 0.5358 | 0.7319 |
|
| 326 |
+
| 0.4121 | 8.4615 | 550 | 0.5442 | 0.5209 | 0.5442 | 0.7377 |
|
| 327 |
+
| 0.4121 | 8.4923 | 552 | 0.5728 | 0.5049 | 0.5728 | 0.7568 |
|
| 328 |
+
| 0.4121 | 8.5231 | 554 | 0.6276 | 0.5253 | 0.6276 | 0.7922 |
|
| 329 |
+
| 0.4121 | 8.5538 | 556 | 0.6450 | 0.5260 | 0.6450 | 0.8031 |
|
| 330 |
+
| 0.4121 | 8.5846 | 558 | 0.5720 | 0.4705 | 0.5720 | 0.7563 |
|
| 331 |
+
| 0.4121 | 8.6154 | 560 | 0.5443 | 0.4738 | 0.5443 | 0.7378 |
|
| 332 |
+
| 0.4121 | 8.6462 | 562 | 0.5336 | 0.4443 | 0.5336 | 0.7305 |
|
| 333 |
+
| 0.4121 | 8.6769 | 564 | 0.5354 | 0.4781 | 0.5354 | 0.7317 |
|
| 334 |
+
| 0.4121 | 8.7077 | 566 | 0.5445 | 0.5350 | 0.5445 | 0.7379 |
|
| 335 |
+
| 0.4121 | 8.7385 | 568 | 0.5666 | 0.5578 | 0.5666 | 0.7528 |
|
| 336 |
+
| 0.4121 | 8.7692 | 570 | 0.6375 | 0.5373 | 0.6375 | 0.7984 |
|
| 337 |
+
| 0.4121 | 8.8 | 572 | 0.7967 | 0.5144 | 0.7967 | 0.8926 |
|
| 338 |
+
| 0.4121 | 8.8308 | 574 | 0.8109 | 0.5007 | 0.8109 | 0.9005 |
|
| 339 |
+
| 0.4121 | 8.8615 | 576 | 0.7330 | 0.5725 | 0.7330 | 0.8562 |
|
| 340 |
+
| 0.4121 | 8.8923 | 578 | 0.6055 | 0.5902 | 0.6055 | 0.7781 |
|
| 341 |
+
| 0.4121 | 8.9231 | 580 | 0.5655 | 0.5270 | 0.5655 | 0.7520 |
|
| 342 |
+
| 0.4121 | 8.9538 | 582 | 0.5599 | 0.5063 | 0.5599 | 0.7483 |
|
| 343 |
+
| 0.4121 | 8.9846 | 584 | 0.5553 | 0.5140 | 0.5553 | 0.7452 |
|
| 344 |
+
| 0.4121 | 9.0154 | 586 | 0.5750 | 0.5998 | 0.5750 | 0.7583 |
|
| 345 |
+
| 0.4121 | 9.0462 | 588 | 0.6285 | 0.5939 | 0.6285 | 0.7928 |
|
| 346 |
+
| 0.4121 | 9.0769 | 590 | 0.7629 | 0.5135 | 0.7629 | 0.8735 |
|
| 347 |
+
| 0.4121 | 9.1077 | 592 | 0.7864 | 0.5084 | 0.7864 | 0.8868 |
|
| 348 |
+
| 0.4121 | 9.1385 | 594 | 0.6672 | 0.5648 | 0.6672 | 0.8168 |
|
| 349 |
+
| 0.4121 | 9.1692 | 596 | 0.5838 | 0.6066 | 0.5838 | 0.7641 |
|
| 350 |
+
| 0.4121 | 9.2 | 598 | 0.5484 | 0.5639 | 0.5484 | 0.7405 |
|
| 351 |
+
| 0.4121 | 9.2308 | 600 | 0.5536 | 0.5343 | 0.5536 | 0.7441 |
|
| 352 |
+
| 0.4121 | 9.2615 | 602 | 0.5876 | 0.5047 | 0.5876 | 0.7665 |
|
| 353 |
+
| 0.4121 | 9.2923 | 604 | 0.6115 | 0.4553 | 0.6115 | 0.7820 |
|
| 354 |
+
| 0.4121 | 9.3231 | 606 | 0.6583 | 0.4158 | 0.6583 | 0.8114 |
|
| 355 |
+
| 0.4121 | 9.3538 | 608 | 0.6553 | 0.3868 | 0.6553 | 0.8095 |
|
| 356 |
+
| 0.4121 | 9.3846 | 610 | 0.6648 | 0.4289 | 0.6648 | 0.8153 |
|
| 357 |
+
| 0.4121 | 9.4154 | 612 | 0.6323 | 0.4854 | 0.6323 | 0.7952 |
|
| 358 |
+
| 0.4121 | 9.4462 | 614 | 0.5796 | 0.5492 | 0.5796 | 0.7613 |
|
| 359 |
+
| 0.4121 | 9.4769 | 616 | 0.5924 | 0.5562 | 0.5924 | 0.7697 |
|
| 360 |
+
| 0.4121 | 9.5077 | 618 | 0.6650 | 0.5875 | 0.6650 | 0.8155 |
|
| 361 |
+
| 0.4121 | 9.5385 | 620 | 0.6670 | 0.5899 | 0.6670 | 0.8167 |
|
| 362 |
+
| 0.4121 | 9.5692 | 622 | 0.6017 | 0.5329 | 0.6017 | 0.7757 |
|
| 363 |
+
| 0.4121 | 9.6 | 624 | 0.5875 | 0.5387 | 0.5875 | 0.7665 |
|
| 364 |
+
| 0.4121 | 9.6308 | 626 | 0.5669 | 0.5246 | 0.5669 | 0.7530 |
|
| 365 |
+
| 0.4121 | 9.6615 | 628 | 0.5585 | 0.5006 | 0.5585 | 0.7474 |
|
| 366 |
+
| 0.4121 | 9.6923 | 630 | 0.5562 | 0.5612 | 0.5562 | 0.7458 |
|
| 367 |
+
| 0.4121 | 9.7231 | 632 | 0.5579 | 0.5370 | 0.5579 | 0.7469 |
|
| 368 |
+
| 0.4121 | 9.7538 | 634 | 0.5939 | 0.6348 | 0.5939 | 0.7707 |
|
| 369 |
+
| 0.4121 | 9.7846 | 636 | 0.6317 | 0.5728 | 0.6317 | 0.7948 |
|
| 370 |
+
| 0.4121 | 9.8154 | 638 | 0.5881 | 0.6338 | 0.5881 | 0.7669 |
|
| 371 |
+
| 0.4121 | 9.8462 | 640 | 0.5567 | 0.5900 | 0.5567 | 0.7461 |
|
| 372 |
+
| 0.4121 | 9.8769 | 642 | 0.5267 | 0.5367 | 0.5267 | 0.7258 |
|
| 373 |
+
| 0.4121 | 9.9077 | 644 | 0.5248 | 0.5090 | 0.5248 | 0.7244 |
|
| 374 |
+
| 0.4121 | 9.9385 | 646 | 0.5239 | 0.5380 | 0.5239 | 0.7238 |
|
| 375 |
+
| 0.4121 | 9.9692 | 648 | 0.5341 | 0.5238 | 0.5341 | 0.7308 |
|
| 376 |
+
| 0.4121 | 10.0 | 650 | 0.5567 | 0.5769 | 0.5567 | 0.7461 |
|
| 377 |
+
| 0.4121 | 10.0308 | 652 | 0.6210 | 0.5934 | 0.6210 | 0.7881 |
|
| 378 |
+
| 0.4121 | 10.0615 | 654 | 0.6738 | 0.5709 | 0.6738 | 0.8208 |
|
| 379 |
+
| 0.4121 | 10.0923 | 656 | 0.6388 | 0.5983 | 0.6388 | 0.7992 |
|
| 380 |
+
| 0.4121 | 10.1231 | 658 | 0.5742 | 0.5882 | 0.5742 | 0.7577 |
|
| 381 |
+
| 0.4121 | 10.1538 | 660 | 0.5479 | 0.5530 | 0.5479 | 0.7402 |
|
| 382 |
+
| 0.4121 | 10.1846 | 662 | 0.5518 | 0.4930 | 0.5518 | 0.7428 |
|
| 383 |
+
| 0.4121 | 10.2154 | 664 | 0.5464 | 0.5650 | 0.5464 | 0.7392 |
|
| 384 |
+
| 0.4121 | 10.2462 | 666 | 0.5968 | 0.6018 | 0.5968 | 0.7725 |
|
| 385 |
+
| 0.4121 | 10.2769 | 668 | 0.6852 | 0.5823 | 0.6852 | 0.8278 |
|
| 386 |
+
| 0.4121 | 10.3077 | 670 | 0.6700 | 0.5823 | 0.6700 | 0.8185 |
|
| 387 |
+
| 0.4121 | 10.3385 | 672 | 0.5841 | 0.6018 | 0.5841 | 0.7643 |
|
| 388 |
+
| 0.4121 | 10.3692 | 674 | 0.5410 | 0.5279 | 0.5410 | 0.7355 |
|
| 389 |
+
| 0.4121 | 10.4 | 676 | 0.5606 | 0.4570 | 0.5606 | 0.7487 |
|
| 390 |
+
| 0.4121 | 10.4308 | 678 | 0.5566 | 0.4473 | 0.5566 | 0.7461 |
|
| 391 |
+
| 0.4121 | 10.4615 | 680 | 0.5382 | 0.5112 | 0.5382 | 0.7336 |
|
| 392 |
+
| 0.4121 | 10.4923 | 682 | 0.5481 | 0.5475 | 0.5481 | 0.7404 |
|
| 393 |
+
| 0.4121 | 10.5231 | 684 | 0.5976 | 0.5836 | 0.5976 | 0.7730 |
|
| 394 |
+
| 0.4121 | 10.5538 | 686 | 0.6124 | 0.5649 | 0.6124 | 0.7826 |
|
| 395 |
+
| 0.4121 | 10.5846 | 688 | 0.6557 | 0.5688 | 0.6557 | 0.8098 |
|
| 396 |
+
| 0.4121 | 10.6154 | 690 | 0.6458 | 0.5589 | 0.6458 | 0.8036 |
|
| 397 |
+
| 0.4121 | 10.6462 | 692 | 0.6051 | 0.5575 | 0.6051 | 0.7779 |
|
| 398 |
+
| 0.4121 | 10.6769 | 694 | 0.5876 | 0.4662 | 0.5876 | 0.7665 |
|
| 399 |
+
| 0.4121 | 10.7077 | 696 | 0.5929 | 0.4686 | 0.5929 | 0.7700 |
|
| 400 |
+
| 0.4121 | 10.7385 | 698 | 0.6344 | 0.5135 | 0.6344 | 0.7965 |
|
| 401 |
+
| 0.4121 | 10.7692 | 700 | 0.7738 | 0.4927 | 0.7738 | 0.8796 |
|
| 402 |
+
| 0.4121 | 10.8 | 702 | 0.8110 | 0.4847 | 0.8110 | 0.9006 |
|
| 403 |
+
| 0.4121 | 10.8308 | 704 | 0.6844 | 0.5668 | 0.6844 | 0.8273 |
|
| 404 |
+
| 0.4121 | 10.8615 | 706 | 0.5818 | 0.4968 | 0.5818 | 0.7628 |
|
| 405 |
+
| 0.4121 | 10.8923 | 708 | 0.5752 | 0.4388 | 0.5752 | 0.7584 |
|
| 406 |
+
| 0.4121 | 10.9231 | 710 | 0.5828 | 0.4811 | 0.5828 | 0.7634 |
|
| 407 |
+
| 0.4121 | 10.9538 | 712 | 0.5669 | 0.5069 | 0.5669 | 0.7529 |
|
| 408 |
+
| 0.4121 | 10.9846 | 714 | 0.5563 | 0.5177 | 0.5563 | 0.7459 |
|
| 409 |
+
| 0.4121 | 11.0154 | 716 | 0.5772 | 0.5423 | 0.5772 | 0.7598 |
|
| 410 |
+
| 0.4121 | 11.0462 | 718 | 0.5755 | 0.5655 | 0.5755 | 0.7586 |
|
| 411 |
+
| 0.4121 | 11.0769 | 720 | 0.5418 | 0.4876 | 0.5418 | 0.7360 |
|
| 412 |
+
| 0.4121 | 11.1077 | 722 | 0.5539 | 0.4635 | 0.5539 | 0.7443 |
|
| 413 |
+
| 0.4121 | 11.1385 | 724 | 0.6464 | 0.4876 | 0.6464 | 0.8040 |
|
| 414 |
+
| 0.4121 | 11.1692 | 726 | 0.7020 | 0.4707 | 0.7020 | 0.8379 |
|
| 415 |
+
| 0.4121 | 11.2 | 728 | 0.6477 | 0.5003 | 0.6477 | 0.8048 |
|
| 416 |
+
| 0.4121 | 11.2308 | 730 | 0.5696 | 0.4786 | 0.5696 | 0.7547 |
|
| 417 |
+
| 0.4121 | 11.2615 | 732 | 0.5513 | 0.5321 | 0.5513 | 0.7425 |
|
| 418 |
+
| 0.4121 | 11.2923 | 734 | 0.5898 | 0.5787 | 0.5898 | 0.7680 |
|
| 419 |
+
| 0.4121 | 11.3231 | 736 | 0.6750 | 0.5231 | 0.6750 | 0.8216 |
|
| 420 |
+
| 0.4121 | 11.3538 | 738 | 0.6588 | 0.5272 | 0.6588 | 0.8117 |
|
| 421 |
+
| 0.4121 | 11.3846 | 740 | 0.5771 | 0.5877 | 0.5771 | 0.7597 |
|
| 422 |
+
| 0.4121 | 11.4154 | 742 | 0.5582 | 0.4638 | 0.5582 | 0.7472 |
|
| 423 |
+
| 0.4121 | 11.4462 | 744 | 0.5850 | 0.4284 | 0.5850 | 0.7649 |
|
| 424 |
+
| 0.4121 | 11.4769 | 746 | 0.5803 | 0.4570 | 0.5803 | 0.7618 |
|
| 425 |
+
| 0.4121 | 11.5077 | 748 | 0.6073 | 0.5727 | 0.6073 | 0.7793 |
|
| 426 |
+
| 0.4121 | 11.5385 | 750 | 0.6870 | 0.5609 | 0.6870 | 0.8288 |
|
| 427 |
+
| 0.4121 | 11.5692 | 752 | 0.6928 | 0.5378 | 0.6928 | 0.8323 |
|
| 428 |
+
| 0.4121 | 11.6 | 754 | 0.6738 | 0.5687 | 0.6738 | 0.8209 |
|
| 429 |
+
| 0.4121 | 11.6308 | 756 | 0.6565 | 0.5394 | 0.6565 | 0.8103 |
|
| 430 |
+
| 0.4121 | 11.6615 | 758 | 0.6963 | 0.5152 | 0.6963 | 0.8345 |
|
| 431 |
+
| 0.4121 | 11.6923 | 760 | 0.7656 | 0.4658 | 0.7656 | 0.8750 |
|
| 432 |
+
| 0.4121 | 11.7231 | 762 | 0.7625 | 0.4580 | 0.7625 | 0.8732 |
|
| 433 |
+
| 0.4121 | 11.7538 | 764 | 0.7472 | 0.4916 | 0.7472 | 0.8644 |
|
| 434 |
+
| 0.4121 | 11.7846 | 766 | 0.6799 | 0.5255 | 0.6799 | 0.8246 |
|
| 435 |
+
| 0.4121 | 11.8154 | 768 | 0.6085 | 0.5134 | 0.6085 | 0.7801 |
|
| 436 |
+
| 0.4121 | 11.8462 | 770 | 0.5805 | 0.5589 | 0.5805 | 0.7619 |
|
| 437 |
+
| 0.4121 | 11.8769 | 772 | 0.5751 | 0.5471 | 0.5751 | 0.7583 |
|
| 438 |
+
| 0.4121 | 11.9077 | 774 | 0.5781 | 0.5422 | 0.5781 | 0.7603 |
|
| 439 |
+
| 0.4121 | 11.9385 | 776 | 0.5837 | 0.5540 | 0.5837 | 0.7640 |
|
| 440 |
+
| 0.4121 | 11.9692 | 778 | 0.6099 | 0.5542 | 0.6099 | 0.7810 |
|
| 441 |
+
| 0.4121 | 12.0 | 780 | 0.6042 | 0.5564 | 0.6042 | 0.7773 |
|
| 442 |
+
| 0.4121 | 12.0308 | 782 | 0.6192 | 0.5271 | 0.6192 | 0.7869 |
|
| 443 |
+
| 0.4121 | 12.0615 | 784 | 0.6195 | 0.5290 | 0.6195 | 0.7871 |
|
| 444 |
+
| 0.4121 | 12.0923 | 786 | 0.6264 | 0.4663 | 0.6264 | 0.7914 |
|
| 445 |
+
| 0.4121 | 12.1231 | 788 | 0.6267 | 0.3868 | 0.6267 | 0.7917 |
|
| 446 |
+
| 0.4121 | 12.1538 | 790 | 0.6226 | 0.4381 | 0.6226 | 0.7891 |
|
| 447 |
+
| 0.4121 | 12.1846 | 792 | 0.5954 | 0.4561 | 0.5954 | 0.7716 |
|
| 448 |
+
| 0.4121 | 12.2154 | 794 | 0.5675 | 0.5189 | 0.5675 | 0.7533 |
|
| 449 |
+
| 0.4121 | 12.2462 | 796 | 0.5652 | 0.5165 | 0.5652 | 0.7518 |
|
| 450 |
+
| 0.4121 | 12.2769 | 798 | 0.5912 | 0.5546 | 0.5912 | 0.7689 |
|
| 451 |
+
| 0.4121 | 12.3077 | 800 | 0.6053 | 0.5887 | 0.6053 | 0.7780 |
|
| 452 |
+
| 0.4121 | 12.3385 | 802 | 0.5766 | 0.5296 | 0.5766 | 0.7593 |
|
| 453 |
+
| 0.4121 | 12.3692 | 804 | 0.5699 | 0.5096 | 0.5699 | 0.7549 |
|
| 454 |
+
| 0.4121 | 12.4 | 806 | 0.5823 | 0.5296 | 0.5823 | 0.7631 |
|
| 455 |
+
| 0.4121 | 12.4308 | 808 | 0.5773 | 0.5266 | 0.5773 | 0.7598 |
|
| 456 |
+
| 0.4121 | 12.4615 | 810 | 0.5730 | 0.5194 | 0.5730 | 0.7570 |
|
| 457 |
+
| 0.4121 | 12.4923 | 812 | 0.5764 | 0.4846 | 0.5764 | 0.7592 |
|
| 458 |
+
| 0.4121 | 12.5231 | 814 | 0.5890 | 0.4124 | 0.5890 | 0.7675 |
|
| 459 |
+
| 0.4121 | 12.5538 | 816 | 0.5821 | 0.4779 | 0.5821 | 0.7630 |
|
| 460 |
+
| 0.4121 | 12.5846 | 818 | 0.5820 | 0.5251 | 0.5820 | 0.7629 |
|
| 461 |
+
| 0.4121 | 12.6154 | 820 | 0.6008 | 0.5269 | 0.6008 | 0.7751 |
|
| 462 |
+
| 0.4121 | 12.6462 | 822 | 0.6316 | 0.5637 | 0.6316 | 0.7947 |
|
| 463 |
+
| 0.4121 | 12.6769 | 824 | 0.6206 | 0.5404 | 0.6206 | 0.7878 |
|
| 464 |
+
| 0.4121 | 12.7077 | 826 | 0.5810 | 0.5416 | 0.5810 | 0.7622 |
|
| 465 |
+
| 0.4121 | 12.7385 | 828 | 0.5690 | 0.5450 | 0.5690 | 0.7543 |
|
| 466 |
+
| 0.4121 | 12.7692 | 830 | 0.5665 | 0.5143 | 0.5665 | 0.7527 |
|
| 467 |
+
| 0.4121 | 12.8 | 832 | 0.5742 | 0.5450 | 0.5742 | 0.7578 |
|
| 468 |
+
| 0.4121 | 12.8308 | 834 | 0.5783 | 0.5303 | 0.5783 | 0.7605 |
|
| 469 |
+
| 0.4121 | 12.8615 | 836 | 0.5748 | 0.5332 | 0.5748 | 0.7582 |
|
| 470 |
+
| 0.4121 | 12.8923 | 838 | 0.5874 | 0.5422 | 0.5874 | 0.7664 |
|
| 471 |
+
| 0.4121 | 12.9231 | 840 | 0.5913 | 0.5572 | 0.5913 | 0.7690 |
|
| 472 |
+
| 0.4121 | 12.9538 | 842 | 0.5807 | 0.5491 | 0.5807 | 0.7620 |
|
| 473 |
+
| 0.4121 | 12.9846 | 844 | 0.5652 | 0.5177 | 0.5652 | 0.7518 |
|
| 474 |
+
| 0.4121 | 13.0154 | 846 | 0.5648 | 0.5213 | 0.5648 | 0.7515 |
|
| 475 |
+
| 0.4121 | 13.0462 | 848 | 0.5952 | 0.5397 | 0.5952 | 0.7715 |
|
| 476 |
+
| 0.4121 | 13.0769 | 850 | 0.6502 | 0.5770 | 0.6502 | 0.8063 |
|
| 477 |
+
| 0.4121 | 13.1077 | 852 | 0.7231 | 0.5185 | 0.7231 | 0.8503 |
|
| 478 |
+
| 0.4121 | 13.1385 | 854 | 0.7688 | 0.5007 | 0.7688 | 0.8768 |
|
| 479 |
+
| 0.4121 | 13.1692 | 856 | 0.8151 | 0.4446 | 0.8151 | 0.9028 |
|
| 480 |
+
| 0.4121 | 13.2 | 858 | 0.7336 | 0.5258 | 0.7336 | 0.8565 |
|
| 481 |
+
| 0.4121 | 13.2308 | 860 | 0.6064 | 0.4835 | 0.6064 | 0.7787 |
|
| 482 |
+
| 0.4121 | 13.2615 | 862 | 0.5859 | 0.4686 | 0.5859 | 0.7654 |
|
| 483 |
+
| 0.4121 | 13.2923 | 864 | 0.5916 | 0.4686 | 0.5916 | 0.7691 |
|
| 484 |
+
| 0.4121 | 13.3231 | 866 | 0.6338 | 0.4879 | 0.6338 | 0.7961 |
|
| 485 |
+
| 0.4121 | 13.3538 | 868 | 0.7580 | 0.4772 | 0.7580 | 0.8706 |
|
| 486 |
+
| 0.4121 | 13.3846 | 870 | 0.8160 | 0.4792 | 0.8160 | 0.9033 |
|
| 487 |
+
| 0.4121 | 13.4154 | 872 | 0.7687 | 0.5025 | 0.7687 | 0.8768 |
|
| 488 |
+
| 0.4121 | 13.4462 | 874 | 0.7179 | 0.5128 | 0.7179 | 0.8473 |
|
| 489 |
+
| 0.4121 | 13.4769 | 876 | 0.6883 | 0.5098 | 0.6883 | 0.8297 |
|
| 490 |
+
| 0.4121 | 13.5077 | 878 | 0.6655 | 0.5198 | 0.6655 | 0.8158 |
|
| 491 |
+
| 0.4121 | 13.5385 | 880 | 0.6405 | 0.5153 | 0.6405 | 0.8003 |
|
| 492 |
+
| 0.4121 | 13.5692 | 882 | 0.6266 | 0.5164 | 0.6266 | 0.7916 |
|
| 493 |
+
| 0.4121 | 13.6 | 884 | 0.6733 | 0.5198 | 0.6733 | 0.8206 |
|
| 494 |
+
| 0.4121 | 13.6308 | 886 | 0.7301 | 0.4937 | 0.7301 | 0.8545 |
|
| 495 |
+
| 0.4121 | 13.6615 | 888 | 0.7100 | 0.5220 | 0.7100 | 0.8426 |
|
| 496 |
+
| 0.4121 | 13.6923 | 890 | 0.7006 | 0.5220 | 0.7006 | 0.8370 |
|
| 497 |
+
| 0.4121 | 13.7231 | 892 | 0.7110 | 0.5319 | 0.7110 | 0.8432 |
|
| 498 |
+
| 0.4121 | 13.7538 | 894 | 0.6705 | 0.5369 | 0.6705 | 0.8188 |
|
| 499 |
+
| 0.4121 | 13.7846 | 896 | 0.6072 | 0.5441 | 0.6072 | 0.7793 |
|
| 500 |
+
| 0.4121 | 13.8154 | 898 | 0.5759 | 0.4313 | 0.5759 | 0.7589 |
|
| 501 |
+
| 0.4121 | 13.8462 | 900 | 0.5793 | 0.4623 | 0.5793 | 0.7611 |
|
| 502 |
+
| 0.4121 | 13.8769 | 902 | 0.5742 | 0.4319 | 0.5742 | 0.7577 |
|
| 503 |
+
| 0.4121 | 13.9077 | 904 | 0.5795 | 0.5415 | 0.5795 | 0.7612 |
|
| 504 |
+
| 0.4121 | 13.9385 | 906 | 0.6471 | 0.5465 | 0.6471 | 0.8044 |
|
| 505 |
+
| 0.4121 | 13.9692 | 908 | 0.6966 | 0.5250 | 0.6966 | 0.8346 |
|
| 506 |
+
| 0.4121 | 14.0 | 910 | 0.6547 | 0.5581 | 0.6547 | 0.8091 |
|
| 507 |
+
| 0.4121 | 14.0308 | 912 | 0.5838 | 0.5751 | 0.5838 | 0.7640 |
|
| 508 |
+
| 0.4121 | 14.0615 | 914 | 0.5796 | 0.5460 | 0.5796 | 0.7613 |
|
| 509 |
+
| 0.4121 | 14.0923 | 916 | 0.5852 | 0.4953 | 0.5852 | 0.7650 |
|
| 510 |
+
| 0.4121 | 14.1231 | 918 | 0.5610 | 0.5414 | 0.5610 | 0.7490 |
|
| 511 |
+
| 0.4121 | 14.1538 | 920 | 0.5631 | 0.5472 | 0.5631 | 0.7504 |
|
| 512 |
+
| 0.4121 | 14.1846 | 922 | 0.5903 | 0.5745 | 0.5903 | 0.7683 |
|
| 513 |
+
| 0.4121 | 14.2154 | 924 | 0.6295 | 0.5527 | 0.6295 | 0.7934 |
|
| 514 |
+
| 0.4121 | 14.2462 | 926 | 0.6188 | 0.5301 | 0.6188 | 0.7866 |
|
| 515 |
+
| 0.4121 | 14.2769 | 928 | 0.5818 | 0.5527 | 0.5818 | 0.7628 |
|
| 516 |
+
| 0.4121 | 14.3077 | 930 | 0.5788 | 0.5880 | 0.5788 | 0.7608 |
|
| 517 |
+
| 0.4121 | 14.3385 | 932 | 0.5541 | 0.5908 | 0.5541 | 0.7444 |
|
| 518 |
+
| 0.4121 | 14.3692 | 934 | 0.5570 | 0.5883 | 0.5570 | 0.7463 |
|
| 519 |
+
| 0.4121 | 14.4 | 936 | 0.5616 | 0.5957 | 0.5616 | 0.7494 |
|
| 520 |
+
| 0.4121 | 14.4308 | 938 | 0.5744 | 0.5985 | 0.5744 | 0.7579 |
|
| 521 |
+
| 0.4121 | 14.4615 | 940 | 0.5776 | 0.5808 | 0.5776 | 0.7600 |
|
| 522 |
+
| 0.4121 | 14.4923 | 942 | 0.5574 | 0.5756 | 0.5574 | 0.7466 |
|
| 523 |
+
| 0.4121 | 14.5231 | 944 | 0.5553 | 0.5669 | 0.5553 | 0.7452 |
|
| 524 |
+
| 0.4121 | 14.5538 | 946 | 0.5662 | 0.5482 | 0.5662 | 0.7525 |
|
| 525 |
+
| 0.4121 | 14.5846 | 948 | 0.6033 | 0.5565 | 0.6033 | 0.7768 |
|
| 526 |
+
| 0.4121 | 14.6154 | 950 | 0.6196 | 0.5233 | 0.6196 | 0.7871 |
|
| 527 |
+
| 0.4121 | 14.6462 | 952 | 0.6487 | 0.5347 | 0.6487 | 0.8054 |
|
| 528 |
+
| 0.4121 | 14.6769 | 954 | 0.6980 | 0.5233 | 0.6980 | 0.8355 |
|
| 529 |
+
| 0.4121 | 14.7077 | 956 | 0.7146 | 0.5209 | 0.7146 | 0.8454 |
|
| 530 |
+
| 0.4121 | 14.7385 | 958 | 0.6564 | 0.5224 | 0.6564 | 0.8102 |
|
| 531 |
+
| 0.4121 | 14.7692 | 960 | 0.5878 | 0.5335 | 0.5878 | 0.7667 |
|
| 532 |
+
| 0.4121 | 14.8 | 962 | 0.5440 | 0.5087 | 0.5440 | 0.7375 |
|
| 533 |
+
| 0.4121 | 14.8308 | 964 | 0.5340 | 0.4851 | 0.5340 | 0.7308 |
|
| 534 |
+
| 0.4121 | 14.8615 | 966 | 0.5469 | 0.6033 | 0.5469 | 0.7395 |
|
| 535 |
+
| 0.4121 | 14.8923 | 968 | 0.5848 | 0.5907 | 0.5848 | 0.7647 |
|
| 536 |
+
| 0.4121 | 14.9231 | 970 | 0.5930 | 0.5741 | 0.5930 | 0.7701 |
|
| 537 |
+
| 0.4121 | 14.9538 | 972 | 0.6073 | 0.5630 | 0.6073 | 0.7793 |
|
| 538 |
+
| 0.4121 | 14.9846 | 974 | 0.5679 | 0.5857 | 0.5679 | 0.7536 |
|
| 539 |
+
| 0.4121 | 15.0154 | 976 | 0.5306 | 0.5598 | 0.5306 | 0.7284 |
|
| 540 |
+
| 0.4121 | 15.0462 | 978 | 0.5245 | 0.5034 | 0.5245 | 0.7242 |
|
| 541 |
+
| 0.4121 | 15.0769 | 980 | 0.5228 | 0.5539 | 0.5228 | 0.7231 |
|
| 542 |
+
| 0.4121 | 15.1077 | 982 | 0.5344 | 0.6292 | 0.5344 | 0.7310 |
|
| 543 |
+
| 0.4121 | 15.1385 | 984 | 0.5841 | 0.6050 | 0.5841 | 0.7642 |
|
| 544 |
+
| 0.4121 | 15.1692 | 986 | 0.5924 | 0.5988 | 0.5924 | 0.7697 |
|
| 545 |
+
| 0.4121 | 15.2 | 988 | 0.5553 | 0.5905 | 0.5553 | 0.7452 |
|
| 546 |
+
| 0.4121 | 15.2308 | 990 | 0.5340 | 0.5610 | 0.5340 | 0.7307 |
|
| 547 |
+
| 0.4121 | 15.2615 | 992 | 0.5403 | 0.5595 | 0.5403 | 0.7351 |
|
| 548 |
+
| 0.4121 | 15.2923 | 994 | 0.5504 | 0.5440 | 0.5504 | 0.7419 |
|
| 549 |
+
| 0.4121 | 15.3231 | 996 | 0.5792 | 0.5065 | 0.5792 | 0.7611 |
|
| 550 |
+
| 0.4121 | 15.3538 | 998 | 0.6020 | 0.5087 | 0.6020 | 0.7759 |
|
| 551 |
+
| 0.0731 | 15.3846 | 1000 | 0.6379 | 0.5051 | 0.6379 | 0.7987 |
|
| 552 |
+
| 0.0731 | 15.4154 | 1002 | 0.7093 | 0.5621 | 0.7093 | 0.8422 |
|
| 553 |
+
| 0.0731 | 15.4462 | 1004 | 0.7434 | 0.4880 | 0.7434 | 0.8622 |
|
| 554 |
+
| 0.0731 | 15.4769 | 1006 | 0.6845 | 0.5127 | 0.6845 | 0.8273 |
|
| 555 |
+
| 0.0731 | 15.5077 | 1008 | 0.6358 | 0.5753 | 0.6358 | 0.7974 |
|
| 556 |
+
| 0.0731 | 15.5385 | 1010 | 0.5900 | 0.5661 | 0.5900 | 0.7681 |
|
| 557 |
+
| 0.0731 | 15.5692 | 1012 | 0.5694 | 0.5459 | 0.5694 | 0.7546 |
|
| 558 |
+
| 0.0731 | 15.6 | 1014 | 0.5673 | 0.5460 | 0.5673 | 0.7532 |
|
| 559 |
+
| 0.0731 | 15.6308 | 1016 | 0.5618 | 0.5460 | 0.5618 | 0.7495 |
|
| 560 |
+
| 0.0731 | 15.6615 | 1018 | 0.5647 | 0.5592 | 0.5647 | 0.7515 |
|
| 561 |
+
| 0.0731 | 15.6923 | 1020 | 0.5801 | 0.5209 | 0.5801 | 0.7617 |
|
| 562 |
+
| 0.0731 | 15.7231 | 1022 | 0.6380 | 0.5639 | 0.6380 | 0.7987 |
|
| 563 |
+
| 0.0731 | 15.7538 | 1024 | 0.6800 | 0.5475 | 0.6800 | 0.8246 |
|
| 564 |
+
| 0.0731 | 15.7846 | 1026 | 0.6330 | 0.5220 | 0.6330 | 0.7956 |
|
| 565 |
+
| 0.0731 | 15.8154 | 1028 | 0.5882 | 0.4790 | 0.5882 | 0.7669 |
|
| 566 |
+
| 0.0731 | 15.8462 | 1030 | 0.6063 | 0.4800 | 0.6063 | 0.7787 |
|
| 567 |
+
| 0.0731 | 15.8769 | 1032 | 0.6298 | 0.4895 | 0.6298 | 0.7936 |
|
| 568 |
+
| 0.0731 | 15.9077 | 1034 | 0.7012 | 0.5 | 0.7012 | 0.8374 |
|
| 569 |
+
| 0.0731 | 15.9385 | 1036 | 0.7647 | 0.4749 | 0.7647 | 0.8745 |
|
| 570 |
+
|
| 571 |
+
|
| 572 |
+
### Framework versions
|
| 573 |
+
|
| 574 |
+
- Transformers 4.44.2
|
| 575 |
+
- Pytorch 2.4.0+cu118
|
| 576 |
+
- Datasets 2.21.0
|
| 577 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "aubmindlab/bert-base-arabertv02",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "LABEL_0"
|
| 13 |
+
},
|
| 14 |
+
"initializer_range": 0.02,
|
| 15 |
+
"intermediate_size": 3072,
|
| 16 |
+
"label2id": {
|
| 17 |
+
"LABEL_0": 0
|
| 18 |
+
},
|
| 19 |
+
"layer_norm_eps": 1e-12,
|
| 20 |
+
"max_position_embeddings": 512,
|
| 21 |
+
"model_type": "bert",
|
| 22 |
+
"num_attention_heads": 12,
|
| 23 |
+
"num_hidden_layers": 12,
|
| 24 |
+
"pad_token_id": 0,
|
| 25 |
+
"position_embedding_type": "absolute",
|
| 26 |
+
"problem_type": "regression",
|
| 27 |
+
"torch_dtype": "float32",
|
| 28 |
+
"transformers_version": "4.44.2",
|
| 29 |
+
"type_vocab_size": 2,
|
| 30 |
+
"use_cache": true,
|
| 31 |
+
"vocab_size": 64000
|
| 32 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a70427180355274e16348826e14e1aedec76ff0cecf473b8facfeb3cbdf858cd
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b4417e12be6c5c3be645e0aeada66481628f41f96995f69ad44db0723e290b13
|
| 3 |
+
size 5240
|