Commit ·
75fcf46
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Parent(s): bd1bfac
End of training
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README.md
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| 1 |
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---
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| 2 |
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license: mit
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| 3 |
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base_model: xlm-roberta-large
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tags:
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- generated_from_trainer
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metrics:
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| 7 |
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- precision
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| 8 |
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- recall
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| 9 |
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- f1
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| 10 |
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model-index:
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| 11 |
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- name: binary-ner-roberta-large-unfiltered-18-12
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| 12 |
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results: []
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| 13 |
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---
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| 14 |
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| 15 |
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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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| 17 |
+
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| 18 |
+
# binary-ner-roberta-large-unfiltered-18-12
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| 19 |
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This model is a fine-tuned version of [xlm-roberta-large](https://huggingface.co/xlm-roberta-large) on an unknown dataset.
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It achieves the following results on the evaluation set:
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| 22 |
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- Loss: 0.0351
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| 23 |
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- Precision: 0.7683
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| 24 |
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- Recall: 0.8260
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| 25 |
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- F1: 0.7961
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| 26 |
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## Model description
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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 |
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## Intended uses & limitations
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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 and evaluation data
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| 36 |
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| 37 |
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More information needed
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| 38 |
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| 39 |
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## Training procedure
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| 40 |
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| 41 |
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### Training hyperparameters
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| 42 |
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| 43 |
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The following hyperparameters were used during training:
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| 44 |
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- learning_rate: 1e-05
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| 45 |
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- train_batch_size: 32
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| 46 |
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- eval_batch_size: 32
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| 47 |
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- seed: 42
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| 48 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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| 49 |
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- lr_scheduler_type: linear
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- num_epochs: 3
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| 51 |
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### Training results
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| 53 |
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| 54 |
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 |
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| 55 |
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|:-------------:|:-----:|:-----:|:---------------:|:---------:|:------:|:------:|
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| 56 |
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| No log | 0.04 | 250 | 0.0705 | 0.6378 | 0.7915 | 0.7064 |
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| 57 |
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| No log | 0.04 | 250 | 0.0816 | 0.7450 | 0.8837 | 0.8085 |
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| 58 |
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| No log | 0.04 | 250 | 0.1037 | 0.7631 | 0.8499 | 0.8042 |
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| 59 |
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| No log | 0.04 | 250 | 0.0579 | 0.5370 | 0.7785 | 0.6356 |
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| 60 |
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| No log | 0.04 | 250 | 0.0418 | 0.6060 | 0.7516 | 0.6710 |
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| 61 |
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| No log | 0.04 | 250 | 0.0466 | 0.5732 | 0.7589 | 0.6531 |
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| 62 |
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| No log | 0.07 | 500 | 0.0630 | 0.7428 | 0.7313 | 0.7370 |
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| 63 |
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| No log | 0.07 | 500 | 0.0661 | 0.8900 | 0.8227 | 0.8550 |
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| 64 |
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| No log | 0.07 | 500 | 0.1223 | 0.8944 | 0.6860 | 0.7765 |
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| 65 |
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| No log | 0.07 | 500 | 0.0540 | 0.7352 | 0.6476 | 0.6886 |
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| 66 |
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| No log | 0.07 | 500 | 0.0466 | 0.7161 | 0.5441 | 0.6184 |
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| 67 |
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| No log | 0.07 | 500 | 0.0440 | 0.7613 | 0.6038 | 0.6735 |
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| 68 |
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| No log | 0.11 | 750 | 0.0662 | 0.7060 | 0.7493 | 0.7270 |
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| 69 |
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| No log | 0.11 | 750 | 0.0671 | 0.8491 | 0.8705 | 0.8597 |
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| 70 |
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| No log | 0.11 | 750 | 0.0960 | 0.8558 | 0.7747 | 0.8132 |
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| 71 |
+
| No log | 0.11 | 750 | 0.0479 | 0.7009 | 0.7400 | 0.7199 |
|
| 72 |
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| No log | 0.11 | 750 | 0.0402 | 0.6390 | 0.7109 | 0.6730 |
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| 73 |
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| No log | 0.11 | 750 | 0.0400 | 0.6411 | 0.7710 | 0.7001 |
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| 74 |
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| No log | 0.15 | 1000 | 0.0667 | 0.7533 | 0.7157 | 0.7340 |
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| 75 |
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| No log | 0.15 | 1000 | 0.0660 | 0.8948 | 0.8431 | 0.8681 |
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| 76 |
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| No log | 0.15 | 1000 | 0.1085 | 0.9210 | 0.7314 | 0.8153 |
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| 77 |
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| No log | 0.15 | 1000 | 0.0499 | 0.7602 | 0.6735 | 0.7142 |
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| 78 |
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| No log | 0.15 | 1000 | 0.0433 | 0.7071 | 0.6119 | 0.6560 |
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| 79 |
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| No log | 0.15 | 1000 | 0.0396 | 0.7296 | 0.6978 | 0.7133 |
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| 80 |
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| No log | 0.18 | 1250 | 0.0679 | 0.6982 | 0.7389 | 0.7179 |
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| 81 |
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| No log | 0.18 | 1250 | 0.0614 | 0.8449 | 0.8904 | 0.8670 |
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| 82 |
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| No log | 0.18 | 1250 | 0.0900 | 0.8652 | 0.8038 | 0.8334 |
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| 83 |
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| No log | 0.18 | 1250 | 0.0456 | 0.7333 | 0.7300 | 0.7316 |
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| 84 |
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| No log | 0.18 | 1250 | 0.0413 | 0.6721 | 0.6584 | 0.6652 |
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| 85 |
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| No log | 0.18 | 1250 | 0.0370 | 0.6888 | 0.7551 | 0.7204 |
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| 86 |
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| No log | 0.22 | 1500 | 0.0750 | 0.6903 | 0.8142 | 0.7472 |
|
| 87 |
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| No log | 0.22 | 1500 | 0.0660 | 0.8070 | 0.9154 | 0.8578 |
|
| 88 |
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| No log | 0.22 | 1500 | 0.0860 | 0.8421 | 0.8370 | 0.8395 |
|
| 89 |
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| No log | 0.22 | 1500 | 0.0465 | 0.6213 | 0.8084 | 0.7026 |
|
| 90 |
+
| No log | 0.22 | 1500 | 0.0403 | 0.6099 | 0.7790 | 0.6841 |
|
| 91 |
+
| No log | 0.22 | 1500 | 0.0393 | 0.5949 | 0.8293 | 0.6928 |
|
| 92 |
+
| No log | 0.26 | 1750 | 0.0713 | 0.7218 | 0.7994 | 0.7586 |
|
| 93 |
+
| No log | 0.26 | 1750 | 0.0639 | 0.8316 | 0.9099 | 0.8690 |
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| 94 |
+
| No log | 0.26 | 1750 | 0.0854 | 0.8326 | 0.8494 | 0.8409 |
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| 95 |
+
| No log | 0.26 | 1750 | 0.0458 | 0.6861 | 0.7462 | 0.7149 |
|
| 96 |
+
| No log | 0.26 | 1750 | 0.0388 | 0.6410 | 0.7584 | 0.6948 |
|
| 97 |
+
| No log | 0.26 | 1750 | 0.0366 | 0.6492 | 0.8196 | 0.7246 |
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| 98 |
+
| No log | 0.29 | 2000 | 0.0821 | 0.7690 | 0.7289 | 0.7484 |
|
| 99 |
+
| No log | 0.29 | 2000 | 0.0655 | 0.8827 | 0.8759 | 0.8793 |
|
| 100 |
+
| No log | 0.29 | 2000 | 0.1104 | 0.9073 | 0.7698 | 0.8329 |
|
| 101 |
+
| No log | 0.29 | 2000 | 0.0510 | 0.725 | 0.7304 | 0.7277 |
|
| 102 |
+
| No log | 0.29 | 2000 | 0.0423 | 0.6948 | 0.6630 | 0.6785 |
|
| 103 |
+
| No log | 0.29 | 2000 | 0.0398 | 0.7061 | 0.7267 | 0.7162 |
|
| 104 |
+
| No log | 0.33 | 2250 | 0.0905 | 0.7480 | 0.7580 | 0.7530 |
|
| 105 |
+
| No log | 0.33 | 2250 | 0.0684 | 0.8773 | 0.8763 | 0.8768 |
|
| 106 |
+
| No log | 0.33 | 2250 | 0.1078 | 0.8901 | 0.8089 | 0.8476 |
|
| 107 |
+
| No log | 0.33 | 2250 | 0.0566 | 0.7269 | 0.6959 | 0.7111 |
|
| 108 |
+
| No log | 0.33 | 2250 | 0.0438 | 0.6662 | 0.7031 | 0.6842 |
|
| 109 |
+
| No log | 0.33 | 2250 | 0.0386 | 0.6873 | 0.7918 | 0.7358 |
|
| 110 |
+
| No log | 0.37 | 2500 | 0.0806 | 0.7533 | 0.7778 | 0.7653 |
|
| 111 |
+
| No log | 0.37 | 2500 | 0.0627 | 0.8761 | 0.8922 | 0.8841 |
|
| 112 |
+
| No log | 0.37 | 2500 | 0.0981 | 0.8781 | 0.8204 | 0.8483 |
|
| 113 |
+
| No log | 0.37 | 2500 | 0.0504 | 0.7398 | 0.7052 | 0.7221 |
|
| 114 |
+
| No log | 0.37 | 2500 | 0.0435 | 0.6779 | 0.6697 | 0.6738 |
|
| 115 |
+
| No log | 0.37 | 2500 | 0.0356 | 0.7147 | 0.7665 | 0.7397 |
|
| 116 |
+
| No log | 0.4 | 2750 | 0.1030 | 0.6772 | 0.8012 | 0.7340 |
|
| 117 |
+
| No log | 0.4 | 2750 | 0.0713 | 0.8256 | 0.9178 | 0.8693 |
|
| 118 |
+
| No log | 0.4 | 2750 | 0.1024 | 0.8421 | 0.8689 | 0.8553 |
|
| 119 |
+
| No log | 0.4 | 2750 | 0.0532 | 0.6509 | 0.7961 | 0.7163 |
|
| 120 |
+
| No log | 0.4 | 2750 | 0.0414 | 0.6261 | 0.7925 | 0.6995 |
|
| 121 |
+
| No log | 0.4 | 2750 | 0.0374 | 0.6569 | 0.8455 | 0.7394 |
|
| 122 |
+
| No log | 0.44 | 3000 | 0.0909 | 0.7349 | 0.7447 | 0.7398 |
|
| 123 |
+
| No log | 0.44 | 3000 | 0.0654 | 0.8942 | 0.8691 | 0.8814 |
|
| 124 |
+
| No log | 0.44 | 3000 | 0.1051 | 0.8850 | 0.8055 | 0.8434 |
|
| 125 |
+
| No log | 0.44 | 3000 | 0.0528 | 0.7352 | 0.7020 | 0.7182 |
|
| 126 |
+
| No log | 0.44 | 3000 | 0.0401 | 0.6785 | 0.7241 | 0.7006 |
|
| 127 |
+
| No log | 0.44 | 3000 | 0.0356 | 0.6811 | 0.7997 | 0.7356 |
|
| 128 |
+
| No log | 0.48 | 3250 | 0.1021 | 0.7244 | 0.7819 | 0.7520 |
|
| 129 |
+
| No log | 0.48 | 3250 | 0.0645 | 0.8821 | 0.8989 | 0.8904 |
|
| 130 |
+
| No log | 0.48 | 3250 | 0.1050 | 0.8798 | 0.8103 | 0.8436 |
|
| 131 |
+
| No log | 0.48 | 3250 | 0.0484 | 0.7139 | 0.7478 | 0.7305 |
|
| 132 |
+
| No log | 0.48 | 3250 | 0.0379 | 0.6792 | 0.7443 | 0.7103 |
|
| 133 |
+
| No log | 0.48 | 3250 | 0.0353 | 0.7004 | 0.8032 | 0.7483 |
|
| 134 |
+
| No log | 0.51 | 3500 | 0.0894 | 0.7349 | 0.7821 | 0.7578 |
|
| 135 |
+
| No log | 0.51 | 3500 | 0.0674 | 0.8773 | 0.8940 | 0.8856 |
|
| 136 |
+
| No log | 0.51 | 3500 | 0.1006 | 0.8798 | 0.8174 | 0.8475 |
|
| 137 |
+
| No log | 0.51 | 3500 | 0.0495 | 0.7148 | 0.7517 | 0.7328 |
|
| 138 |
+
| No log | 0.51 | 3500 | 0.0377 | 0.6915 | 0.7405 | 0.7151 |
|
| 139 |
+
| No log | 0.51 | 3500 | 0.0355 | 0.7040 | 0.7970 | 0.7476 |
|
| 140 |
+
| No log | 0.55 | 3750 | 0.0889 | 0.7638 | 0.7802 | 0.7719 |
|
| 141 |
+
| No log | 0.55 | 3750 | 0.0694 | 0.8695 | 0.8796 | 0.8745 |
|
| 142 |
+
| No log | 0.55 | 3750 | 0.0980 | 0.8644 | 0.8336 | 0.8487 |
|
| 143 |
+
| No log | 0.55 | 3750 | 0.0488 | 0.7120 | 0.7423 | 0.7268 |
|
| 144 |
+
| No log | 0.55 | 3750 | 0.0383 | 0.6980 | 0.6975 | 0.6978 |
|
| 145 |
+
| No log | 0.55 | 3750 | 0.0332 | 0.7518 | 0.7748 | 0.7631 |
|
| 146 |
+
| No log | 0.59 | 4000 | 0.1086 | 0.7244 | 0.7709 | 0.7470 |
|
| 147 |
+
| No log | 0.59 | 4000 | 0.0737 | 0.8713 | 0.8928 | 0.8819 |
|
| 148 |
+
| No log | 0.59 | 4000 | 0.1283 | 0.8584 | 0.8110 | 0.8340 |
|
| 149 |
+
| No log | 0.59 | 4000 | 0.0563 | 0.7241 | 0.7433 | 0.7336 |
|
| 150 |
+
| No log | 0.59 | 4000 | 0.0370 | 0.6559 | 0.8064 | 0.7234 |
|
| 151 |
+
| No log | 0.59 | 4000 | 0.0359 | 0.6527 | 0.8262 | 0.7292 |
|
| 152 |
+
| No log | 0.62 | 4250 | 0.1075 | 0.7533 | 0.7778 | 0.7653 |
|
| 153 |
+
| No log | 0.62 | 4250 | 0.0711 | 0.8509 | 0.9030 | 0.8762 |
|
| 154 |
+
| No log | 0.62 | 4250 | 0.1081 | 0.8721 | 0.8474 | 0.8596 |
|
| 155 |
+
| No log | 0.62 | 4250 | 0.0477 | 0.6685 | 0.7848 | 0.7220 |
|
| 156 |
+
| No log | 0.62 | 4250 | 0.0379 | 0.6552 | 0.7819 | 0.7130 |
|
| 157 |
+
| No log | 0.62 | 4250 | 0.0333 | 0.6897 | 0.8333 | 0.7548 |
|
| 158 |
+
| No log | 0.66 | 4500 | 0.1236 | 0.7507 | 0.7277 | 0.7390 |
|
| 159 |
+
| No log | 0.66 | 4500 | 0.0863 | 0.8942 | 0.8778 | 0.8859 |
|
| 160 |
+
| No log | 0.66 | 4500 | 0.1568 | 0.9047 | 0.7872 | 0.8419 |
|
| 161 |
+
| No log | 0.66 | 4500 | 0.0616 | 0.7731 | 0.7035 | 0.7367 |
|
| 162 |
+
| No log | 0.66 | 4500 | 0.0458 | 0.7207 | 0.6937 | 0.7069 |
|
| 163 |
+
| No log | 0.66 | 4500 | 0.0378 | 0.7598 | 0.7713 | 0.7655 |
|
| 164 |
+
| No log | 0.7 | 4750 | 0.1067 | 0.7690 | 0.7772 | 0.7731 |
|
| 165 |
+
| No log | 0.7 | 4750 | 0.0691 | 0.8888 | 0.8963 | 0.8925 |
|
| 166 |
+
| No log | 0.7 | 4750 | 0.1439 | 0.8670 | 0.7991 | 0.8316 |
|
| 167 |
+
| No log | 0.7 | 4750 | 0.0546 | 0.7444 | 0.7230 | 0.7336 |
|
| 168 |
+
| No log | 0.7 | 4750 | 0.0380 | 0.7058 | 0.7413 | 0.7231 |
|
| 169 |
+
| No log | 0.7 | 4750 | 0.0352 | 0.6951 | 0.7896 | 0.7394 |
|
| 170 |
+
| No log | 0.73 | 5000 | 0.1210 | 0.7927 | 0.7607 | 0.7763 |
|
| 171 |
+
| No log | 0.73 | 5000 | 0.0703 | 0.9098 | 0.8661 | 0.8874 |
|
| 172 |
+
| No log | 0.73 | 5000 | 0.1321 | 0.9322 | 0.7621 | 0.8386 |
|
| 173 |
+
| No log | 0.73 | 5000 | 0.0550 | 0.7731 | 0.7011 | 0.7354 |
|
| 174 |
+
| No log | 0.73 | 5000 | 0.0406 | 0.7531 | 0.6399 | 0.6919 |
|
| 175 |
+
| No log | 0.73 | 5000 | 0.0360 | 0.7996 | 0.7129 | 0.7538 |
|
| 176 |
+
| No log | 0.77 | 5250 | 0.1274 | 0.7848 | 0.7786 | 0.7817 |
|
| 177 |
+
| No log | 0.77 | 5250 | 0.0879 | 0.8581 | 0.8969 | 0.8771 |
|
| 178 |
+
| No log | 0.77 | 5250 | 0.1282 | 0.8618 | 0.8430 | 0.8523 |
|
| 179 |
+
| No log | 0.77 | 5250 | 0.0587 | 0.7241 | 0.7570 | 0.7402 |
|
| 180 |
+
| No log | 0.77 | 5250 | 0.0441 | 0.7077 | 0.6770 | 0.6920 |
|
| 181 |
+
| No log | 0.77 | 5250 | 0.0351 | 0.7462 | 0.7858 | 0.7655 |
|
| 182 |
+
| No log | 0.81 | 5500 | 0.1159 | 0.7270 | 0.7631 | 0.7446 |
|
| 183 |
+
| No log | 0.81 | 5500 | 0.0778 | 0.8569 | 0.9042 | 0.8799 |
|
| 184 |
+
| No log | 0.81 | 5500 | 0.1326 | 0.8704 | 0.8284 | 0.8489 |
|
| 185 |
+
| No log | 0.81 | 5500 | 0.0556 | 0.7287 | 0.7626 | 0.7453 |
|
| 186 |
+
| No log | 0.81 | 5500 | 0.0398 | 0.6630 | 0.7779 | 0.7159 |
|
| 187 |
+
| No log | 0.81 | 5500 | 0.0353 | 0.6750 | 0.8306 | 0.7448 |
|
| 188 |
+
| No log | 0.84 | 5750 | 0.1447 | 0.7612 | 0.7398 | 0.7503 |
|
| 189 |
+
| No log | 0.84 | 5750 | 0.0816 | 0.8936 | 0.8600 | 0.8764 |
|
| 190 |
+
| No log | 0.84 | 5750 | 0.1329 | 0.9167 | 0.7870 | 0.8469 |
|
| 191 |
+
| No log | 0.84 | 5750 | 0.0541 | 0.8019 | 0.6961 | 0.7453 |
|
| 192 |
+
| No log | 0.84 | 5750 | 0.0370 | 0.7226 | 0.7129 | 0.7177 |
|
| 193 |
+
| No log | 0.84 | 5750 | 0.0326 | 0.7384 | 0.7694 | 0.7536 |
|
| 194 |
+
| No log | 0.88 | 6000 | 0.1429 | 0.7218 | 0.7660 | 0.7432 |
|
| 195 |
+
| No log | 0.88 | 6000 | 0.0746 | 0.8845 | 0.8861 | 0.8853 |
|
| 196 |
+
| No log | 0.88 | 6000 | 0.1367 | 0.8953 | 0.8110 | 0.8511 |
|
| 197 |
+
| No log | 0.88 | 6000 | 0.0570 | 0.7667 | 0.7257 | 0.7456 |
|
| 198 |
+
| No log | 0.88 | 6000 | 0.0368 | 0.7071 | 0.7407 | 0.7235 |
|
| 199 |
+
| No log | 0.88 | 6000 | 0.0317 | 0.7222 | 0.8114 | 0.7642 |
|
| 200 |
+
| No log | 0.91 | 6250 | 0.1394 | 0.7034 | 0.7791 | 0.7393 |
|
| 201 |
+
| No log | 0.91 | 6250 | 0.0824 | 0.8677 | 0.9024 | 0.8847 |
|
| 202 |
+
| No log | 0.91 | 6250 | 0.1431 | 0.8618 | 0.8311 | 0.8462 |
|
| 203 |
+
| No log | 0.91 | 6250 | 0.0561 | 0.7083 | 0.7862 | 0.7453 |
|
| 204 |
+
| No log | 0.91 | 6250 | 0.0378 | 0.6909 | 0.7603 | 0.7239 |
|
| 205 |
+
| No log | 0.91 | 6250 | 0.0312 | 0.7123 | 0.8261 | 0.7650 |
|
| 206 |
+
| No log | 0.95 | 6500 | 0.1476 | 0.7113 | 0.8114 | 0.7580 |
|
| 207 |
+
| No log | 0.95 | 6500 | 0.0943 | 0.8551 | 0.9110 | 0.8821 |
|
| 208 |
+
| No log | 0.95 | 6500 | 0.1426 | 0.8515 | 0.8479 | 0.8497 |
|
| 209 |
+
| No log | 0.95 | 6500 | 0.0591 | 0.7102 | 0.7747 | 0.7411 |
|
| 210 |
+
| No log | 0.95 | 6500 | 0.0369 | 0.6753 | 0.7906 | 0.7284 |
|
| 211 |
+
| No log | 0.95 | 6500 | 0.0323 | 0.7044 | 0.8266 | 0.7606 |
|
| 212 |
+
| No log | 0.99 | 6750 | 0.1369 | 0.6929 | 0.825 | 0.7532 |
|
| 213 |
+
| No log | 0.99 | 6750 | 0.0842 | 0.8605 | 0.9103 | 0.8847 |
|
| 214 |
+
| No log | 0.99 | 6750 | 0.1436 | 0.8412 | 0.8507 | 0.8459 |
|
| 215 |
+
| No log | 0.99 | 6750 | 0.0626 | 0.6981 | 0.7822 | 0.7378 |
|
| 216 |
+
| No log | 0.99 | 6750 | 0.0390 | 0.6708 | 0.8017 | 0.7304 |
|
| 217 |
+
| No log | 0.99 | 6750 | 0.0351 | 0.6524 | 0.8484 | 0.7376 |
|
| 218 |
+
| No log | 1.02 | 7000 | 0.1319 | 0.7507 | 0.7857 | 0.7678 |
|
| 219 |
+
| No log | 1.02 | 7000 | 0.0940 | 0.8924 | 0.8776 | 0.8849 |
|
| 220 |
+
| No log | 1.02 | 7000 | 0.1767 | 0.8858 | 0.8177 | 0.8504 |
|
| 221 |
+
| No log | 1.02 | 7000 | 0.0697 | 0.7676 | 0.7240 | 0.7452 |
|
| 222 |
+
| No log | 1.02 | 7000 | 0.0405 | 0.6999 | 0.7516 | 0.7248 |
|
| 223 |
+
| No log | 1.02 | 7000 | 0.0367 | 0.7250 | 0.8132 | 0.7666 |
|
| 224 |
+
| No log | 1.06 | 7250 | 0.1436 | 0.7533 | 0.7994 | 0.7757 |
|
| 225 |
+
| No log | 1.06 | 7250 | 0.0946 | 0.8833 | 0.9012 | 0.8922 |
|
| 226 |
+
| No log | 1.06 | 7250 | 0.1579 | 0.8918 | 0.8168 | 0.8527 |
|
| 227 |
+
| No log | 1.06 | 7250 | 0.0657 | 0.725 | 0.7401 | 0.7325 |
|
| 228 |
+
| No log | 1.06 | 7250 | 0.0403 | 0.6889 | 0.7782 | 0.7308 |
|
| 229 |
+
| No log | 1.06 | 7250 | 0.0377 | 0.6826 | 0.8416 | 0.7538 |
|
| 230 |
+
| No log | 1.1 | 7500 | 0.1435 | 0.7349 | 0.7778 | 0.7557 |
|
| 231 |
+
| No log | 1.1 | 7500 | 0.0915 | 0.8791 | 0.8871 | 0.8831 |
|
| 232 |
+
| No log | 1.1 | 7500 | 0.1673 | 0.8815 | 0.8011 | 0.8394 |
|
| 233 |
+
| No log | 1.1 | 7500 | 0.0665 | 0.7815 | 0.7051 | 0.7413 |
|
| 234 |
+
| No log | 1.1 | 7500 | 0.0387 | 0.7220 | 0.6902 | 0.7057 |
|
| 235 |
+
| No log | 1.1 | 7500 | 0.0334 | 0.7441 | 0.7796 | 0.7615 |
|
| 236 |
+
| No log | 1.13 | 7750 | 0.1690 | 0.7454 | 0.7760 | 0.7604 |
|
| 237 |
+
| No log | 1.13 | 7750 | 0.1133 | 0.8569 | 0.9030 | 0.8794 |
|
| 238 |
+
| No log | 1.13 | 7750 | 0.1883 | 0.8858 | 0.8184 | 0.8508 |
|
| 239 |
+
| No log | 1.13 | 7750 | 0.0857 | 0.6639 | 0.7743 | 0.7149 |
|
| 240 |
+
| No log | 1.13 | 7750 | 0.0449 | 0.6896 | 0.7446 | 0.7160 |
|
| 241 |
+
| No log | 1.13 | 7750 | 0.0363 | 0.7208 | 0.8271 | 0.7703 |
|
| 242 |
+
| No log | 1.17 | 8000 | 0.1432 | 0.7454 | 0.7493 | 0.7474 |
|
| 243 |
+
| No log | 1.17 | 8000 | 0.0866 | 0.8803 | 0.8982 | 0.8892 |
|
| 244 |
+
| No log | 1.17 | 8000 | 0.1560 | 0.8996 | 0.8105 | 0.8527 |
|
| 245 |
+
| No log | 1.17 | 8000 | 0.0655 | 0.75 | 0.7213 | 0.7354 |
|
| 246 |
+
| No log | 1.17 | 8000 | 0.0400 | 0.7563 | 0.6918 | 0.7226 |
|
| 247 |
+
| No log | 1.17 | 8000 | 0.0353 | 0.8040 | 0.7313 | 0.7660 |
|
| 248 |
+
| No log | 1.21 | 8250 | 0.1426 | 0.7244 | 0.8190 | 0.7688 |
|
| 249 |
+
| No log | 1.21 | 8250 | 0.0873 | 0.8599 | 0.9190 | 0.8885 |
|
| 250 |
+
| No log | 1.21 | 8250 | 0.1431 | 0.8687 | 0.8483 | 0.8584 |
|
| 251 |
+
| No log | 1.21 | 8250 | 0.0650 | 0.6917 | 0.7508 | 0.72 |
|
| 252 |
+
| No log | 1.21 | 8250 | 0.0364 | 0.7019 | 0.7254 | 0.7134 |
|
| 253 |
+
| No log | 1.21 | 8250 | 0.0323 | 0.7510 | 0.7863 | 0.7682 |
|
| 254 |
+
| No log | 1.24 | 8500 | 0.1561 | 0.7559 | 0.7721 | 0.7639 |
|
| 255 |
+
| No log | 1.24 | 8500 | 0.0974 | 0.8960 | 0.8928 | 0.8944 |
|
| 256 |
+
| No log | 1.24 | 8500 | 0.1878 | 0.9004 | 0.8088 | 0.8522 |
|
| 257 |
+
| No log | 1.24 | 8500 | 0.0752 | 0.7435 | 0.7320 | 0.7377 |
|
| 258 |
+
| No log | 1.24 | 8500 | 0.0413 | 0.7103 | 0.7112 | 0.7108 |
|
| 259 |
+
| No log | 1.24 | 8500 | 0.0328 | 0.7763 | 0.7921 | 0.7841 |
|
| 260 |
+
| No log | 1.28 | 8750 | 0.1665 | 0.7507 | 0.7566 | 0.7536 |
|
| 261 |
+
| No log | 1.28 | 8750 | 0.0879 | 0.8996 | 0.8947 | 0.8972 |
|
| 262 |
+
| No log | 1.28 | 8750 | 0.1792 | 0.9107 | 0.8062 | 0.8553 |
|
| 263 |
+
| No log | 1.28 | 8750 | 0.0741 | 0.7519 | 0.7211 | 0.7362 |
|
| 264 |
+
| No log | 1.28 | 8750 | 0.0400 | 0.7207 | 0.7078 | 0.7142 |
|
| 265 |
+
| No log | 1.28 | 8750 | 0.0361 | 0.7675 | 0.7732 | 0.7703 |
|
| 266 |
+
| No log | 1.32 | 9000 | 0.1575 | 0.7428 | 0.7608 | 0.7517 |
|
| 267 |
+
| No log | 1.32 | 9000 | 0.1022 | 0.8984 | 0.8914 | 0.8949 |
|
| 268 |
+
| No log | 1.32 | 9000 | 0.2124 | 0.9090 | 0.7758 | 0.8372 |
|
| 269 |
+
| No log | 1.32 | 9000 | 0.0752 | 0.7824 | 0.7065 | 0.7425 |
|
| 270 |
+
| No log | 1.32 | 9000 | 0.0411 | 0.7738 | 0.6819 | 0.7250 |
|
| 271 |
+
| No log | 1.32 | 9000 | 0.0365 | 0.7843 | 0.7279 | 0.7551 |
|
| 272 |
+
| No log | 1.35 | 9250 | 0.1573 | 0.7480 | 0.7983 | 0.7724 |
|
| 273 |
+
| No log | 1.35 | 9250 | 0.0942 | 0.8833 | 0.8903 | 0.8868 |
|
| 274 |
+
| No log | 1.35 | 9250 | 0.1767 | 0.8901 | 0.8217 | 0.8546 |
|
| 275 |
+
| No log | 1.35 | 9250 | 0.0726 | 0.7287 | 0.7355 | 0.7321 |
|
| 276 |
+
| No log | 1.35 | 9250 | 0.0386 | 0.6850 | 0.7824 | 0.7305 |
|
| 277 |
+
| No log | 1.35 | 9250 | 0.0330 | 0.7002 | 0.8372 | 0.7626 |
|
| 278 |
+
| No log | 1.39 | 9500 | 0.1666 | 0.7375 | 0.7699 | 0.7534 |
|
| 279 |
+
| No log | 1.39 | 9500 | 0.1115 | 0.8635 | 0.9020 | 0.8823 |
|
| 280 |
+
| No log | 1.39 | 9500 | 0.1874 | 0.8764 | 0.8424 | 0.8591 |
|
| 281 |
+
| No log | 1.39 | 9500 | 0.0811 | 0.6852 | 0.7676 | 0.7241 |
|
| 282 |
+
| No log | 1.39 | 9500 | 0.0413 | 0.6935 | 0.7541 | 0.7225 |
|
| 283 |
+
| No log | 1.39 | 9500 | 0.0343 | 0.7332 | 0.8223 | 0.7752 |
|
| 284 |
+
| No log | 1.43 | 9750 | 0.1585 | 0.7375 | 0.7827 | 0.7595 |
|
| 285 |
+
| No log | 1.43 | 9750 | 0.1034 | 0.8581 | 0.9083 | 0.8825 |
|
| 286 |
+
| No log | 1.43 | 9750 | 0.1883 | 0.8867 | 0.8257 | 0.8551 |
|
| 287 |
+
| No log | 1.43 | 9750 | 0.0753 | 0.6843 | 0.7682 | 0.7238 |
|
| 288 |
+
| No log | 1.43 | 9750 | 0.0386 | 0.6688 | 0.7777 | 0.7192 |
|
| 289 |
+
| No log | 1.43 | 9750 | 0.0333 | 0.6956 | 0.8511 | 0.7656 |
|
| 290 |
+
| No log | 1.46 | 10000 | 0.1502 | 0.7533 | 0.7653 | 0.7593 |
|
| 291 |
+
| No log | 1.46 | 10000 | 0.0920 | 0.8779 | 0.9001 | 0.8889 |
|
| 292 |
+
| No log | 1.46 | 10000 | 0.1807 | 0.9030 | 0.8200 | 0.8595 |
|
| 293 |
+
| No log | 1.46 | 10000 | 0.0697 | 0.7417 | 0.7335 | 0.7376 |
|
| 294 |
+
| No log | 1.46 | 10000 | 0.0389 | 0.7019 | 0.7186 | 0.7102 |
|
| 295 |
+
| No log | 1.46 | 10000 | 0.0317 | 0.7680 | 0.8021 | 0.7847 |
|
| 296 |
+
| No log | 1.5 | 10250 | 0.1707 | 0.7428 | 0.7628 | 0.7527 |
|
| 297 |
+
| No log | 1.5 | 10250 | 0.1028 | 0.8839 | 0.8920 | 0.8879 |
|
| 298 |
+
| No log | 1.5 | 10250 | 0.1911 | 0.9124 | 0.8208 | 0.8642 |
|
| 299 |
+
| No log | 1.5 | 10250 | 0.0777 | 0.7389 | 0.7396 | 0.7392 |
|
| 300 |
+
| No log | 1.5 | 10250 | 0.0399 | 0.7310 | 0.7402 | 0.7356 |
|
| 301 |
+
| No log | 1.5 | 10250 | 0.0341 | 0.7667 | 0.7855 | 0.7760 |
|
| 302 |
+
| No log | 1.54 | 10500 | 0.1896 | 0.7454 | 0.7493 | 0.7474 |
|
| 303 |
+
| No log | 1.54 | 10500 | 0.1125 | 0.8954 | 0.8884 | 0.8919 |
|
| 304 |
+
| No log | 1.54 | 10500 | 0.2083 | 0.9107 | 0.8174 | 0.8616 |
|
| 305 |
+
| No log | 1.54 | 10500 | 0.0866 | 0.7620 | 0.7169 | 0.7388 |
|
| 306 |
+
| No log | 1.54 | 10500 | 0.0443 | 0.7505 | 0.6918 | 0.7199 |
|
| 307 |
+
| No log | 1.54 | 10500 | 0.0360 | 0.8005 | 0.7342 | 0.7659 |
|
| 308 |
+
| No log | 1.57 | 10750 | 0.1795 | 0.7297 | 0.7722 | 0.7503 |
|
| 309 |
+
| No log | 1.57 | 10750 | 0.1039 | 0.8509 | 0.9206 | 0.8844 |
|
| 310 |
+
| No log | 1.57 | 10750 | 0.1596 | 0.8841 | 0.8300 | 0.8562 |
|
| 311 |
+
| No log | 1.57 | 10750 | 0.0716 | 0.6898 | 0.7625 | 0.7244 |
|
| 312 |
+
| No log | 1.57 | 10750 | 0.0389 | 0.6980 | 0.7342 | 0.7156 |
|
| 313 |
+
| No log | 1.57 | 10750 | 0.0316 | 0.7386 | 0.8210 | 0.7776 |
|
| 314 |
+
| No log | 1.61 | 11000 | 0.1622 | 0.7375 | 0.7595 | 0.7483 |
|
| 315 |
+
| No log | 1.61 | 11000 | 0.0995 | 0.8587 | 0.9107 | 0.8839 |
|
| 316 |
+
| No log | 1.61 | 11000 | 0.1668 | 0.8893 | 0.8315 | 0.8594 |
|
| 317 |
+
| No log | 1.61 | 11000 | 0.0722 | 0.7231 | 0.7417 | 0.7323 |
|
| 318 |
+
| No log | 1.61 | 11000 | 0.0382 | 0.6935 | 0.7425 | 0.7172 |
|
| 319 |
+
| No log | 1.61 | 11000 | 0.0307 | 0.7293 | 0.8385 | 0.7801 |
|
| 320 |
+
| No log | 1.65 | 11250 | 0.1643 | 0.7585 | 0.7686 | 0.7635 |
|
| 321 |
+
| No log | 1.65 | 11250 | 0.1020 | 0.8785 | 0.8952 | 0.8868 |
|
| 322 |
+
| No log | 1.65 | 11250 | 0.1872 | 0.9176 | 0.8062 | 0.8583 |
|
| 323 |
+
| No log | 1.65 | 11250 | 0.0809 | 0.7546 | 0.7219 | 0.7379 |
|
| 324 |
+
| No log | 1.65 | 11250 | 0.0382 | 0.6883 | 0.7564 | 0.7207 |
|
| 325 |
+
| No log | 1.65 | 11250 | 0.0326 | 0.7218 | 0.8313 | 0.7727 |
|
| 326 |
+
| No log | 1.68 | 11500 | 0.1723 | 0.7297 | 0.8035 | 0.7648 |
|
| 327 |
+
| No log | 1.68 | 11500 | 0.1045 | 0.8731 | 0.9172 | 0.8946 |
|
| 328 |
+
| No log | 1.68 | 11500 | 0.1722 | 0.8918 | 0.8447 | 0.8676 |
|
| 329 |
+
| No log | 1.68 | 11500 | 0.0862 | 0.6972 | 0.7560 | 0.7254 |
|
| 330 |
+
| No log | 1.68 | 11500 | 0.0425 | 0.6773 | 0.7965 | 0.7320 |
|
| 331 |
+
| No log | 1.68 | 11500 | 0.0343 | 0.6912 | 0.8632 | 0.7677 |
|
| 332 |
+
| No log | 1.72 | 11750 | 0.1756 | 0.7769 | 0.7649 | 0.7708 |
|
| 333 |
+
| No log | 1.72 | 11750 | 0.1070 | 0.8960 | 0.8901 | 0.8930 |
|
| 334 |
+
| No log | 1.72 | 11750 | 0.2084 | 0.9004 | 0.7989 | 0.8467 |
|
| 335 |
+
| No log | 1.72 | 11750 | 0.0841 | 0.75 | 0.7397 | 0.7448 |
|
| 336 |
+
| No log | 1.72 | 11750 | 0.0396 | 0.7220 | 0.6915 | 0.7064 |
|
| 337 |
+
| No log | 1.72 | 11750 | 0.0332 | 0.7856 | 0.7818 | 0.7837 |
|
| 338 |
+
| No log | 1.76 | 12000 | 0.1617 | 0.7585 | 0.8073 | 0.7821 |
|
| 339 |
+
| No log | 1.76 | 12000 | 0.0987 | 0.8743 | 0.9139 | 0.8937 |
|
| 340 |
+
| No log | 1.76 | 12000 | 0.1656 | 0.8841 | 0.8477 | 0.8655 |
|
| 341 |
+
| No log | 1.76 | 12000 | 0.0747 | 0.7204 | 0.7517 | 0.7357 |
|
| 342 |
+
| No log | 1.76 | 12000 | 0.0360 | 0.6798 | 0.7965 | 0.7336 |
|
| 343 |
+
| No log | 1.76 | 12000 | 0.0324 | 0.7069 | 0.8493 | 0.7716 |
|
| 344 |
+
| No log | 1.79 | 12250 | 0.1694 | 0.7612 | 0.7880 | 0.7744 |
|
| 345 |
+
| No log | 1.79 | 12250 | 0.1184 | 0.8527 | 0.9137 | 0.8821 |
|
| 346 |
+
| No log | 1.79 | 12250 | 0.1757 | 0.8867 | 0.8495 | 0.8677 |
|
| 347 |
+
| No log | 1.79 | 12250 | 0.0762 | 0.7296 | 0.7643 | 0.7466 |
|
| 348 |
+
| No log | 1.79 | 12250 | 0.0359 | 0.6785 | 0.7790 | 0.7253 |
|
| 349 |
+
| No log | 1.79 | 12250 | 0.0306 | 0.7098 | 0.8517 | 0.7743 |
|
| 350 |
+
| No log | 1.83 | 12500 | 0.1733 | 0.7690 | 0.7876 | 0.7782 |
|
| 351 |
+
| No log | 1.83 | 12500 | 0.1186 | 0.8725 | 0.8968 | 0.8845 |
|
| 352 |
+
| No log | 1.83 | 12500 | 0.2019 | 0.9073 | 0.8277 | 0.8657 |
|
| 353 |
+
| No log | 1.83 | 12500 | 0.0860 | 0.7704 | 0.7475 | 0.7588 |
|
| 354 |
+
| No log | 1.83 | 12500 | 0.0405 | 0.7148 | 0.7368 | 0.7257 |
|
| 355 |
+
| No log | 1.83 | 12500 | 0.0362 | 0.7647 | 0.8012 | 0.7825 |
|
| 356 |
+
| No log | 1.87 | 12750 | 0.1645 | 0.7533 | 0.7906 | 0.7715 |
|
| 357 |
+
| No log | 1.87 | 12750 | 0.1136 | 0.8707 | 0.9124 | 0.8911 |
|
| 358 |
+
| No log | 1.87 | 12750 | 0.1861 | 0.8884 | 0.8428 | 0.8650 |
|
| 359 |
+
| No log | 1.87 | 12750 | 0.0820 | 0.7463 | 0.7470 | 0.7466 |
|
| 360 |
+
| No log | 1.87 | 12750 | 0.0374 | 0.7155 | 0.7263 | 0.7209 |
|
| 361 |
+
| No log | 1.87 | 12750 | 0.0311 | 0.7704 | 0.8048 | 0.7873 |
|
| 362 |
+
| No log | 1.9 | 13000 | 0.1626 | 0.7769 | 0.7810 | 0.7789 |
|
| 363 |
+
| No log | 1.9 | 13000 | 0.1110 | 0.8749 | 0.9004 | 0.8875 |
|
| 364 |
+
| No log | 1.9 | 13000 | 0.1807 | 0.9021 | 0.8341 | 0.8668 |
|
| 365 |
+
| No log | 1.9 | 13000 | 0.0817 | 0.7639 | 0.7205 | 0.7416 |
|
| 366 |
+
| No log | 1.9 | 13000 | 0.0366 | 0.7297 | 0.7190 | 0.7243 |
|
| 367 |
+
| No log | 1.9 | 13000 | 0.0306 | 0.7928 | 0.7910 | 0.7919 |
|
| 368 |
+
| No log | 1.94 | 13250 | 0.1710 | 0.7270 | 0.8006 | 0.7620 |
|
| 369 |
+
| No log | 1.94 | 13250 | 0.1157 | 0.8587 | 0.9125 | 0.8848 |
|
| 370 |
+
| No log | 1.94 | 13250 | 0.1794 | 0.8747 | 0.8506 | 0.8625 |
|
| 371 |
+
| No log | 1.94 | 13250 | 0.0807 | 0.6963 | 0.7642 | 0.7287 |
|
| 372 |
+
| No log | 1.94 | 13250 | 0.0362 | 0.7168 | 0.7488 | 0.7325 |
|
| 373 |
+
| No log | 1.94 | 13250 | 0.0318 | 0.7618 | 0.8194 | 0.7895 |
|
| 374 |
+
| No log | 1.98 | 13500 | 0.1695 | 0.7638 | 0.7719 | 0.7678 |
|
| 375 |
+
| No log | 1.98 | 13500 | 0.1183 | 0.8743 | 0.9009 | 0.8874 |
|
| 376 |
+
| No log | 1.98 | 13500 | 0.1877 | 0.8979 | 0.8288 | 0.8620 |
|
| 377 |
+
| No log | 1.98 | 13500 | 0.0865 | 0.7435 | 0.7340 | 0.7387 |
|
| 378 |
+
| No log | 1.98 | 13500 | 0.0357 | 0.7174 | 0.7420 | 0.7295 |
|
| 379 |
+
| No log | 1.98 | 13500 | 0.0292 | 0.7876 | 0.8130 | 0.8001 |
|
| 380 |
+
| No log | 2.01 | 13750 | 0.1694 | 0.7559 | 0.7763 | 0.7660 |
|
| 381 |
+
| No log | 2.01 | 13750 | 0.1219 | 0.8743 | 0.8986 | 0.8863 |
|
| 382 |
+
| No log | 2.01 | 13750 | 0.1935 | 0.8944 | 0.8336 | 0.8629 |
|
| 383 |
+
| No log | 2.01 | 13750 | 0.0915 | 0.7259 | 0.7313 | 0.7286 |
|
| 384 |
+
| No log | 2.01 | 13750 | 0.0392 | 0.7181 | 0.7446 | 0.7311 |
|
| 385 |
+
| No log | 2.01 | 13750 | 0.0319 | 0.7737 | 0.8204 | 0.7964 |
|
| 386 |
+
| No log | 2.05 | 14000 | 0.1663 | 0.7533 | 0.7736 | 0.7633 |
|
| 387 |
+
| No log | 2.05 | 14000 | 0.1157 | 0.8701 | 0.8971 | 0.8834 |
|
| 388 |
+
| No log | 2.05 | 14000 | 0.1843 | 0.8961 | 0.8345 | 0.8642 |
|
| 389 |
+
| No log | 2.05 | 14000 | 0.0870 | 0.7435 | 0.7327 | 0.7381 |
|
| 390 |
+
| No log | 2.05 | 14000 | 0.0389 | 0.7142 | 0.7426 | 0.7281 |
|
| 391 |
+
| No log | 2.05 | 14000 | 0.0304 | 0.7650 | 0.8314 | 0.7968 |
|
| 392 |
+
| No log | 2.09 | 14250 | 0.1758 | 0.7638 | 0.7618 | 0.7628 |
|
| 393 |
+
| No log | 2.09 | 14250 | 0.1190 | 0.8803 | 0.8921 | 0.8862 |
|
| 394 |
+
| No log | 2.09 | 14250 | 0.2019 | 0.9021 | 0.8230 | 0.8608 |
|
| 395 |
+
| No log | 2.09 | 14250 | 0.0933 | 0.7694 | 0.7054 | 0.7360 |
|
| 396 |
+
| No log | 2.09 | 14250 | 0.0407 | 0.7408 | 0.7239 | 0.7322 |
|
| 397 |
+
| No log | 2.09 | 14250 | 0.0346 | 0.8021 | 0.7884 | 0.7952 |
|
| 398 |
+
| No log | 2.12 | 14500 | 0.1924 | 0.7612 | 0.7572 | 0.7592 |
|
| 399 |
+
| No log | 2.12 | 14500 | 0.1367 | 0.8857 | 0.8836 | 0.8847 |
|
| 400 |
+
| No log | 2.12 | 14500 | 0.2226 | 0.9073 | 0.8156 | 0.8590 |
|
| 401 |
+
| No log | 2.12 | 14500 | 0.1019 | 0.7713 | 0.7035 | 0.7359 |
|
| 402 |
+
| No log | 2.12 | 14500 | 0.0451 | 0.7641 | 0.7035 | 0.7325 |
|
| 403 |
+
| No log | 2.12 | 14500 | 0.0373 | 0.8197 | 0.7454 | 0.7808 |
|
| 404 |
+
| No log | 2.16 | 14750 | 0.1871 | 0.7323 | 0.7582 | 0.7450 |
|
| 405 |
+
| No log | 2.16 | 14750 | 0.1296 | 0.8833 | 0.9034 | 0.8933 |
|
| 406 |
+
| No log | 2.16 | 14750 | 0.2153 | 0.8927 | 0.8340 | 0.8624 |
|
| 407 |
+
| No log | 2.16 | 14750 | 0.0975 | 0.7435 | 0.7421 | 0.7428 |
|
| 408 |
+
| No log | 2.16 | 14750 | 0.0436 | 0.7336 | 0.7482 | 0.7408 |
|
| 409 |
+
| No log | 2.16 | 14750 | 0.0383 | 0.7701 | 0.7973 | 0.7835 |
|
| 410 |
+
| No log | 2.2 | 15000 | 0.1774 | 0.7480 | 0.7724 | 0.76 |
|
| 411 |
+
| No log | 2.2 | 15000 | 0.1316 | 0.8629 | 0.9082 | 0.8850 |
|
| 412 |
+
| No log | 2.2 | 15000 | 0.2030 | 0.9107 | 0.8348 | 0.8711 |
|
| 413 |
+
| No log | 2.2 | 15000 | 0.0978 | 0.7241 | 0.7607 | 0.7419 |
|
| 414 |
+
| No log | 2.2 | 15000 | 0.0430 | 0.7129 | 0.7719 | 0.7412 |
|
| 415 |
+
| No log | 2.2 | 15000 | 0.0367 | 0.7578 | 0.8293 | 0.7920 |
|
| 416 |
+
| No log | 2.23 | 15250 | 0.1884 | 0.7638 | 0.7598 | 0.7618 |
|
| 417 |
+
| No log | 2.23 | 15250 | 0.1241 | 0.8918 | 0.8972 | 0.8945 |
|
| 418 |
+
| No log | 2.23 | 15250 | 0.2184 | 0.9270 | 0.8169 | 0.8685 |
|
| 419 |
+
| No log | 2.23 | 15250 | 0.0971 | 0.7620 | 0.7188 | 0.7398 |
|
| 420 |
+
| No log | 2.23 | 15250 | 0.0419 | 0.7485 | 0.7237 | 0.7359 |
|
| 421 |
+
| No log | 2.23 | 15250 | 0.0357 | 0.7956 | 0.7811 | 0.7883 |
|
| 422 |
+
| No log | 2.27 | 15500 | 0.1726 | 0.7585 | 0.7769 | 0.7676 |
|
| 423 |
+
| No log | 2.27 | 15500 | 0.1235 | 0.8647 | 0.9067 | 0.8852 |
|
| 424 |
+
| No log | 2.27 | 15500 | 0.2053 | 0.8833 | 0.8312 | 0.8564 |
|
| 425 |
+
| No log | 2.27 | 15500 | 0.0914 | 0.7519 | 0.7283 | 0.7399 |
|
| 426 |
+
| No log | 2.27 | 15500 | 0.0397 | 0.7077 | 0.7589 | 0.7324 |
|
| 427 |
+
| No log | 2.27 | 15500 | 0.0346 | 0.7539 | 0.8344 | 0.7921 |
|
| 428 |
+
| No log | 2.31 | 15750 | 0.1847 | 0.7402 | 0.7747 | 0.7570 |
|
| 429 |
+
| No log | 2.31 | 15750 | 0.1215 | 0.8635 | 0.9129 | 0.8875 |
|
| 430 |
+
| No log | 2.31 | 15750 | 0.1966 | 0.8936 | 0.8361 | 0.8639 |
|
| 431 |
+
| No log | 2.31 | 15750 | 0.0911 | 0.7389 | 0.7451 | 0.7420 |
|
| 432 |
+
| No log | 2.31 | 15750 | 0.0401 | 0.7181 | 0.7537 | 0.7355 |
|
| 433 |
+
| No log | 2.31 | 15750 | 0.0351 | 0.7670 | 0.8143 | 0.7899 |
|
| 434 |
+
| No log | 2.34 | 16000 | 0.1887 | 0.7454 | 0.7717 | 0.7583 |
|
| 435 |
+
| No log | 2.34 | 16000 | 0.1192 | 0.8767 | 0.9130 | 0.8945 |
|
| 436 |
+
| No log | 2.34 | 16000 | 0.2048 | 0.9021 | 0.8282 | 0.8636 |
|
| 437 |
+
| No log | 2.34 | 16000 | 0.0926 | 0.7574 | 0.7436 | 0.7505 |
|
| 438 |
+
| No log | 2.34 | 16000 | 0.0396 | 0.7135 | 0.7567 | 0.7345 |
|
| 439 |
+
| No log | 2.34 | 16000 | 0.0340 | 0.7489 | 0.8412 | 0.7923 |
|
| 440 |
+
| No log | 2.38 | 16250 | 0.1860 | 0.7690 | 0.7591 | 0.7640 |
|
| 441 |
+
| No log | 2.38 | 16250 | 0.1288 | 0.8954 | 0.8986 | 0.8970 |
|
| 442 |
+
| No log | 2.38 | 16250 | 0.2367 | 0.9090 | 0.8065 | 0.8547 |
|
| 443 |
+
| No log | 2.38 | 16250 | 0.1047 | 0.7769 | 0.7171 | 0.7458 |
|
| 444 |
+
| No log | 2.38 | 16250 | 0.0417 | 0.7343 | 0.7112 | 0.7226 |
|
| 445 |
+
| No log | 2.38 | 16250 | 0.0338 | 0.7995 | 0.8013 | 0.8004 |
|
| 446 |
+
| No log | 2.42 | 16500 | 0.1944 | 0.7664 | 0.7704 | 0.7684 |
|
| 447 |
+
| No log | 2.42 | 16500 | 0.1317 | 0.8906 | 0.9019 | 0.8962 |
|
| 448 |
+
| No log | 2.42 | 16500 | 0.2415 | 0.9227 | 0.8101 | 0.8628 |
|
| 449 |
+
| No log | 2.42 | 16500 | 0.1064 | 0.7741 | 0.7176 | 0.7448 |
|
| 450 |
+
| No log | 2.42 | 16500 | 0.0441 | 0.7187 | 0.7123 | 0.7155 |
|
| 451 |
+
| No log | 2.42 | 16500 | 0.0347 | 0.7962 | 0.8112 | 0.8036 |
|
| 452 |
+
| No log | 2.45 | 16750 | 0.1888 | 0.7533 | 0.7674 | 0.7603 |
|
| 453 |
+
| No log | 2.45 | 16750 | 0.1157 | 0.8888 | 0.9079 | 0.8982 |
|
| 454 |
+
| No log | 2.45 | 16750 | 0.2120 | 0.9116 | 0.8169 | 0.8617 |
|
| 455 |
+
| No log | 2.45 | 16750 | 0.0901 | 0.7583 | 0.7254 | 0.7415 |
|
| 456 |
+
| No log | 2.45 | 16750 | 0.0397 | 0.7187 | 0.7028 | 0.7107 |
|
| 457 |
+
| No log | 2.45 | 16750 | 0.0318 | 0.8019 | 0.8064 | 0.8042 |
|
| 458 |
+
| No log | 2.49 | 17000 | 0.1828 | 0.7507 | 0.7730 | 0.7617 |
|
| 459 |
+
| No log | 2.49 | 17000 | 0.1236 | 0.8912 | 0.9042 | 0.8976 |
|
| 460 |
+
| No log | 2.49 | 17000 | 0.2201 | 0.9082 | 0.8208 | 0.8623 |
|
| 461 |
+
| No log | 2.49 | 17000 | 0.0951 | 0.7630 | 0.7279 | 0.7450 |
|
| 462 |
+
| No log | 2.49 | 17000 | 0.0412 | 0.7142 | 0.7264 | 0.7203 |
|
| 463 |
+
| No log | 2.49 | 17000 | 0.0336 | 0.7841 | 0.8189 | 0.8011 |
|
| 464 |
+
| No log | 2.53 | 17250 | 0.1833 | 0.7507 | 0.7901 | 0.7699 |
|
| 465 |
+
| No log | 2.53 | 17250 | 0.1303 | 0.8773 | 0.9119 | 0.8943 |
|
| 466 |
+
| No log | 2.53 | 17250 | 0.2191 | 0.9090 | 0.8306 | 0.8680 |
|
| 467 |
+
| No log | 2.53 | 17250 | 0.0980 | 0.7463 | 0.7519 | 0.7491 |
|
| 468 |
+
| No log | 2.53 | 17250 | 0.0414 | 0.7122 | 0.7273 | 0.7197 |
|
| 469 |
+
| No log | 2.53 | 17250 | 0.0333 | 0.7760 | 0.8269 | 0.8006 |
|
| 470 |
+
| No log | 2.56 | 17500 | 0.1876 | 0.7428 | 0.8086 | 0.7743 |
|
| 471 |
+
| No log | 2.56 | 17500 | 0.1299 | 0.8707 | 0.9113 | 0.8905 |
|
| 472 |
+
| No log | 2.56 | 17500 | 0.2158 | 0.9073 | 0.8258 | 0.8646 |
|
| 473 |
+
| No log | 2.56 | 17500 | 0.0962 | 0.7398 | 0.7502 | 0.7450 |
|
| 474 |
+
| No log | 2.56 | 17500 | 0.0396 | 0.7129 | 0.7383 | 0.7254 |
|
| 475 |
+
| No log | 2.56 | 17500 | 0.0322 | 0.7737 | 0.8280 | 0.7999 |
|
| 476 |
+
| No log | 2.6 | 17750 | 0.1963 | 0.7428 | 0.7818 | 0.7618 |
|
| 477 |
+
| No log | 2.6 | 17750 | 0.1323 | 0.8924 | 0.9115 | 0.9019 |
|
| 478 |
+
| No log | 2.6 | 17750 | 0.2386 | 0.9202 | 0.8097 | 0.8614 |
|
| 479 |
+
| No log | 2.6 | 17750 | 0.1029 | 0.7611 | 0.7333 | 0.7469 |
|
| 480 |
+
| No log | 2.6 | 17750 | 0.0425 | 0.7181 | 0.7190 | 0.7185 |
|
| 481 |
+
| No log | 2.6 | 17750 | 0.0338 | 0.7913 | 0.8165 | 0.8037 |
|
| 482 |
+
| No log | 2.64 | 18000 | 0.1923 | 0.7533 | 0.7736 | 0.7633 |
|
| 483 |
+
| No log | 2.64 | 18000 | 0.1392 | 0.8900 | 0.9091 | 0.8994 |
|
| 484 |
+
| No log | 2.64 | 18000 | 0.2424 | 0.9099 | 0.8123 | 0.8583 |
|
| 485 |
+
| No log | 2.64 | 18000 | 0.1047 | 0.7546 | 0.7470 | 0.7508 |
|
| 486 |
+
| No log | 2.64 | 18000 | 0.0421 | 0.7174 | 0.7254 | 0.7214 |
|
| 487 |
+
| No log | 2.64 | 18000 | 0.0344 | 0.7791 | 0.8230 | 0.8004 |
|
| 488 |
+
| No log | 2.67 | 18250 | 0.1889 | 0.7533 | 0.8039 | 0.7778 |
|
| 489 |
+
| No log | 2.67 | 18250 | 0.1361 | 0.8707 | 0.9153 | 0.8924 |
|
| 490 |
+
| No log | 2.67 | 18250 | 0.2261 | 0.8944 | 0.8270 | 0.8594 |
|
| 491 |
+
| No log | 2.67 | 18250 | 0.1021 | 0.7343 | 0.7647 | 0.7492 |
|
| 492 |
+
| No log | 2.67 | 18250 | 0.0423 | 0.7148 | 0.7383 | 0.7264 |
|
| 493 |
+
| No log | 2.67 | 18250 | 0.0341 | 0.7655 | 0.8316 | 0.7972 |
|
| 494 |
+
| No log | 2.71 | 18500 | 0.1823 | 0.7612 | 0.7880 | 0.7744 |
|
| 495 |
+
| No log | 2.71 | 18500 | 0.1297 | 0.8888 | 0.9084 | 0.8985 |
|
| 496 |
+
| No log | 2.71 | 18500 | 0.2256 | 0.9082 | 0.8195 | 0.8616 |
|
| 497 |
+
| No log | 2.71 | 18500 | 0.0990 | 0.7546 | 0.7382 | 0.7463 |
|
| 498 |
+
| No log | 2.71 | 18500 | 0.0394 | 0.7239 | 0.7206 | 0.7223 |
|
| 499 |
+
| No log | 2.71 | 18500 | 0.0328 | 0.7817 | 0.8112 | 0.7962 |
|
| 500 |
+
| No log | 2.74 | 18750 | 0.1874 | 0.7402 | 0.7989 | 0.7684 |
|
| 501 |
+
| No log | 2.74 | 18750 | 0.1407 | 0.8815 | 0.9134 | 0.8972 |
|
| 502 |
+
| No log | 2.74 | 18750 | 0.2395 | 0.9056 | 0.8242 | 0.8630 |
|
| 503 |
+
| No log | 2.74 | 18750 | 0.1057 | 0.7435 | 0.7597 | 0.7515 |
|
| 504 |
+
| No log | 2.74 | 18750 | 0.0424 | 0.7142 | 0.7486 | 0.7310 |
|
| 505 |
+
| No log | 2.74 | 18750 | 0.0372 | 0.7547 | 0.8279 | 0.7896 |
|
| 506 |
+
| No log | 2.78 | 19000 | 0.1819 | 0.7612 | 0.7672 | 0.7642 |
|
| 507 |
+
| No log | 2.78 | 19000 | 0.1318 | 0.8948 | 0.9018 | 0.8983 |
|
| 508 |
+
| No log | 2.78 | 19000 | 0.2453 | 0.9133 | 0.8097 | 0.8584 |
|
| 509 |
+
| No log | 2.78 | 19000 | 0.1016 | 0.7639 | 0.7269 | 0.7449 |
|
| 510 |
+
| No log | 2.78 | 19000 | 0.0394 | 0.7408 | 0.7091 | 0.7246 |
|
| 511 |
+
| No log | 2.78 | 19000 | 0.0339 | 0.7995 | 0.7787 | 0.7890 |
|
| 512 |
+
| No log | 2.82 | 19250 | 0.1857 | 0.7585 | 0.7896 | 0.7738 |
|
| 513 |
+
| No log | 2.82 | 19250 | 0.1380 | 0.8809 | 0.9099 | 0.8952 |
|
| 514 |
+
| No log | 2.82 | 19250 | 0.2367 | 0.9039 | 0.8188 | 0.8592 |
|
| 515 |
+
| No log | 2.82 | 19250 | 0.1035 | 0.7472 | 0.7458 | 0.7465 |
|
| 516 |
+
| No log | 2.82 | 19250 | 0.0393 | 0.7272 | 0.7248 | 0.7260 |
|
| 517 |
+
| No log | 2.82 | 19250 | 0.0331 | 0.7825 | 0.8086 | 0.7954 |
|
| 518 |
+
| No log | 2.85 | 19500 | 0.1907 | 0.7428 | 0.7949 | 0.7680 |
|
| 519 |
+
| No log | 2.85 | 19500 | 0.1389 | 0.8719 | 0.9125 | 0.8918 |
|
| 520 |
+
| No log | 2.85 | 19500 | 0.2346 | 0.9004 | 0.8306 | 0.8641 |
|
| 521 |
+
| No log | 2.85 | 19500 | 0.1054 | 0.7435 | 0.7519 | 0.7477 |
|
| 522 |
+
| No log | 2.85 | 19500 | 0.0407 | 0.7181 | 0.7406 | 0.7292 |
|
| 523 |
+
| No log | 2.85 | 19500 | 0.0346 | 0.7686 | 0.8233 | 0.7950 |
|
| 524 |
+
| No log | 2.89 | 19750 | 0.1910 | 0.7480 | 0.7939 | 0.7703 |
|
| 525 |
+
| No log | 2.89 | 19750 | 0.1388 | 0.8737 | 0.9110 | 0.8920 |
|
| 526 |
+
| No log | 2.89 | 19750 | 0.2353 | 0.9004 | 0.8279 | 0.8627 |
|
| 527 |
+
| No log | 2.89 | 19750 | 0.1057 | 0.7454 | 0.7516 | 0.7485 |
|
| 528 |
+
| No log | 2.89 | 19750 | 0.0415 | 0.7168 | 0.7383 | 0.7274 |
|
| 529 |
+
| No log | 2.89 | 19750 | 0.0344 | 0.7698 | 0.8283 | 0.7980 |
|
| 530 |
+
| No log | 2.93 | 20000 | 0.1900 | 0.7480 | 0.7895 | 0.7682 |
|
| 531 |
+
| No log | 2.93 | 20000 | 0.1383 | 0.8761 | 0.9084 | 0.8919 |
|
| 532 |
+
| No log | 2.93 | 20000 | 0.2402 | 0.9056 | 0.8249 | 0.8633 |
|
| 533 |
+
| No log | 2.93 | 20000 | 0.1064 | 0.75 | 0.7472 | 0.7486 |
|
| 534 |
+
| No log | 2.93 | 20000 | 0.0415 | 0.7239 | 0.7310 | 0.7275 |
|
| 535 |
+
| No log | 2.93 | 20000 | 0.0345 | 0.7779 | 0.8186 | 0.7977 |
|
| 536 |
+
| No log | 2.96 | 20250 | 0.1922 | 0.7428 | 0.7927 | 0.7669 |
|
| 537 |
+
| No log | 2.96 | 20250 | 0.1410 | 0.8749 | 0.9099 | 0.8921 |
|
| 538 |
+
| No log | 2.96 | 20250 | 0.2413 | 0.9030 | 0.8290 | 0.8644 |
|
| 539 |
+
| No log | 2.96 | 20250 | 0.1079 | 0.7481 | 0.7488 | 0.7485 |
|
| 540 |
+
| No log | 2.96 | 20250 | 0.0422 | 0.7194 | 0.7410 | 0.7300 |
|
| 541 |
+
| No log | 2.96 | 20250 | 0.0351 | 0.7683 | 0.8260 | 0.7961 |
|
| 542 |
+
|
| 543 |
+
|
| 544 |
+
### Framework versions
|
| 545 |
+
|
| 546 |
+
- Transformers 4.36.1
|
| 547 |
+
- Pytorch 2.1.2+cu121
|
| 548 |
+
- Datasets 2.15.0
|
| 549 |
+
- Tokenizers 0.15.0
|