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AnE-NER

Token Classification
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multilingual
xlm-roberta
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- ---
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- license: mit
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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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- - precision
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- - recall
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- - f1
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- model-index:
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- - name: binary-ner-roberta-large-unfiltered-18-12
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- results: []
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- ---
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-
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- <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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- should probably proofread and complete it, then remove this comment. -->
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-
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- # binary-ner-roberta-large-unfiltered-18-12
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-
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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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- - Loss: 0.0351
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- - Precision: 0.7683
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- - Recall: 0.8260
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- - F1: 0.7961
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-
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- ## Model description
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-
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- More information needed
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-
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- ## Intended uses & limitations
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-
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- More information needed
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-
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- ## Training and evaluation data
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-
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- More information needed
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-
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- ## Training procedure
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-
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- ### Training hyperparameters
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-
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- The following hyperparameters were used during training:
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- - learning_rate: 1e-05
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- - train_batch_size: 32
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- - eval_batch_size: 32
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- - seed: 42
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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: 3
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-
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- ### Training results
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-
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- | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 |
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- |:-------------:|:-----:|:-----:|:---------------:|:---------:|:------:|:------:|
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- | No log | 0.04 | 250 | 0.0705 | 0.6378 | 0.7915 | 0.7064 |
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- | No log | 0.04 | 250 | 0.0816 | 0.7450 | 0.8837 | 0.8085 |
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- | No log | 0.04 | 250 | 0.1037 | 0.7631 | 0.8499 | 0.8042 |
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- | No log | 0.04 | 250 | 0.0579 | 0.5370 | 0.7785 | 0.6356 |
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- | No log | 0.04 | 250 | 0.0418 | 0.6060 | 0.7516 | 0.6710 |
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- | No log | 0.04 | 250 | 0.0466 | 0.5732 | 0.7589 | 0.6531 |
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- | No log | 0.07 | 500 | 0.0630 | 0.7428 | 0.7313 | 0.7370 |
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- | No log | 0.07 | 500 | 0.0661 | 0.8900 | 0.8227 | 0.8550 |
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- | No log | 0.07 | 500 | 0.1223 | 0.8944 | 0.6860 | 0.7765 |
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- | No log | 0.07 | 500 | 0.0540 | 0.7352 | 0.6476 | 0.6886 |
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- | No log | 0.07 | 500 | 0.0466 | 0.7161 | 0.5441 | 0.6184 |
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- | No log | 0.07 | 500 | 0.0440 | 0.7613 | 0.6038 | 0.6735 |
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- | No log | 0.11 | 750 | 0.0662 | 0.7060 | 0.7493 | 0.7270 |
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- | No log | 0.11 | 750 | 0.0671 | 0.8491 | 0.8705 | 0.8597 |
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- | No log | 0.11 | 750 | 0.0960 | 0.8558 | 0.7747 | 0.8132 |
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- | No log | 0.11 | 750 | 0.0479 | 0.7009 | 0.7400 | 0.7199 |
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- | No log | 0.11 | 750 | 0.0402 | 0.6390 | 0.7109 | 0.6730 |
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- | No log | 0.11 | 750 | 0.0400 | 0.6411 | 0.7710 | 0.7001 |
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- | No log | 0.15 | 1000 | 0.0667 | 0.7533 | 0.7157 | 0.7340 |
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- | No log | 0.15 | 1000 | 0.0660 | 0.8948 | 0.8431 | 0.8681 |
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- | No log | 0.15 | 1000 | 0.1085 | 0.9210 | 0.7314 | 0.8153 |
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- | No log | 0.15 | 1000 | 0.0499 | 0.7602 | 0.6735 | 0.7142 |
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- | No log | 0.15 | 1000 | 0.0433 | 0.7071 | 0.6119 | 0.6560 |
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- | No log | 0.15 | 1000 | 0.0396 | 0.7296 | 0.6978 | 0.7133 |
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- | No log | 0.18 | 1250 | 0.0679 | 0.6982 | 0.7389 | 0.7179 |
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- | No log | 0.18 | 1250 | 0.0614 | 0.8449 | 0.8904 | 0.8670 |
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- | No log | 0.18 | 1250 | 0.0900 | 0.8652 | 0.8038 | 0.8334 |
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- | No log | 0.18 | 1250 | 0.0456 | 0.7333 | 0.7300 | 0.7316 |
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- | No log | 0.18 | 1250 | 0.0413 | 0.6721 | 0.6584 | 0.6652 |
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- | No log | 0.18 | 1250 | 0.0370 | 0.6888 | 0.7551 | 0.7204 |
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- | No log | 0.22 | 1500 | 0.0750 | 0.6903 | 0.8142 | 0.7472 |
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- | No log | 0.22 | 1500 | 0.0660 | 0.8070 | 0.9154 | 0.8578 |
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- | No log | 0.22 | 1500 | 0.0860 | 0.8421 | 0.8370 | 0.8395 |
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- | No log | 0.22 | 1500 | 0.0465 | 0.6213 | 0.8084 | 0.7026 |
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- | No log | 0.22 | 1500 | 0.0403 | 0.6099 | 0.7790 | 0.6841 |
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- | No log | 0.22 | 1500 | 0.0393 | 0.5949 | 0.8293 | 0.6928 |
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- | No log | 0.26 | 1750 | 0.0713 | 0.7218 | 0.7994 | 0.7586 |
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- | No log | 0.26 | 1750 | 0.0639 | 0.8316 | 0.9099 | 0.8690 |
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- | No log | 0.26 | 1750 | 0.0854 | 0.8326 | 0.8494 | 0.8409 |
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- | No log | 0.26 | 1750 | 0.0458 | 0.6861 | 0.7462 | 0.7149 |
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- | No log | 0.26 | 1750 | 0.0388 | 0.6410 | 0.7584 | 0.6948 |
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- | No log | 0.26 | 1750 | 0.0366 | 0.6492 | 0.8196 | 0.7246 |
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- | No log | 0.29 | 2000 | 0.0821 | 0.7690 | 0.7289 | 0.7484 |
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- | No log | 0.29 | 2000 | 0.0655 | 0.8827 | 0.8759 | 0.8793 |
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- | No log | 0.29 | 2000 | 0.1104 | 0.9073 | 0.7698 | 0.8329 |
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- | No log | 0.29 | 2000 | 0.0510 | 0.725 | 0.7304 | 0.7277 |
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- | No log | 0.29 | 2000 | 0.0423 | 0.6948 | 0.6630 | 0.6785 |
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- | No log | 0.29 | 2000 | 0.0398 | 0.7061 | 0.7267 | 0.7162 |
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- | No log | 0.33 | 2250 | 0.0905 | 0.7480 | 0.7580 | 0.7530 |
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- | No log | 0.33 | 2250 | 0.0684 | 0.8773 | 0.8763 | 0.8768 |
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- | No log | 0.33 | 2250 | 0.1078 | 0.8901 | 0.8089 | 0.8476 |
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- | No log | 0.33 | 2250 | 0.0566 | 0.7269 | 0.6959 | 0.7111 |
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- | No log | 0.33 | 2250 | 0.0438 | 0.6662 | 0.7031 | 0.6842 |
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- | No log | 0.33 | 2250 | 0.0386 | 0.6873 | 0.7918 | 0.7358 |
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- | No log | 0.37 | 2500 | 0.0806 | 0.7533 | 0.7778 | 0.7653 |
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- | No log | 0.37 | 2500 | 0.0627 | 0.8761 | 0.8922 | 0.8841 |
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- | No log | 0.37 | 2500 | 0.0981 | 0.8781 | 0.8204 | 0.8483 |
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- | No log | 0.37 | 2500 | 0.0504 | 0.7398 | 0.7052 | 0.7221 |
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- | No log | 0.37 | 2500 | 0.0435 | 0.6779 | 0.6697 | 0.6738 |
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- | No log | 0.37 | 2500 | 0.0356 | 0.7147 | 0.7665 | 0.7397 |
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- | No log | 0.4 | 2750 | 0.1030 | 0.6772 | 0.8012 | 0.7340 |
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- | No log | 0.4 | 2750 | 0.0713 | 0.8256 | 0.9178 | 0.8693 |
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- | No log | 0.4 | 2750 | 0.1024 | 0.8421 | 0.8689 | 0.8553 |
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- | No log | 0.4 | 2750 | 0.0532 | 0.6509 | 0.7961 | 0.7163 |
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- | No log | 0.4 | 2750 | 0.0414 | 0.6261 | 0.7925 | 0.6995 |
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- | No log | 0.4 | 2750 | 0.0374 | 0.6569 | 0.8455 | 0.7394 |
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- | No log | 0.44 | 3000 | 0.0909 | 0.7349 | 0.7447 | 0.7398 |
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- | No log | 0.44 | 3000 | 0.0654 | 0.8942 | 0.8691 | 0.8814 |
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- | No log | 0.44 | 3000 | 0.1051 | 0.8850 | 0.8055 | 0.8434 |
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- | No log | 0.44 | 3000 | 0.0528 | 0.7352 | 0.7020 | 0.7182 |
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- | No log | 0.44 | 3000 | 0.0401 | 0.6785 | 0.7241 | 0.7006 |
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- | No log | 0.44 | 3000 | 0.0356 | 0.6811 | 0.7997 | 0.7356 |
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- | No log | 0.48 | 3250 | 0.1021 | 0.7244 | 0.7819 | 0.7520 |
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- | No log | 0.48 | 3250 | 0.0645 | 0.8821 | 0.8989 | 0.8904 |
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- | No log | 0.48 | 3250 | 0.1050 | 0.8798 | 0.8103 | 0.8436 |
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- | No log | 0.48 | 3250 | 0.0484 | 0.7139 | 0.7478 | 0.7305 |
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- | No log | 0.48 | 3250 | 0.0379 | 0.6792 | 0.7443 | 0.7103 |
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- | No log | 0.48 | 3250 | 0.0353 | 0.7004 | 0.8032 | 0.7483 |
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- | No log | 0.51 | 3500 | 0.0894 | 0.7349 | 0.7821 | 0.7578 |
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- | No log | 0.51 | 3500 | 0.0674 | 0.8773 | 0.8940 | 0.8856 |
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- | No log | 0.51 | 3500 | 0.1006 | 0.8798 | 0.8174 | 0.8475 |
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- | No log | 0.51 | 3500 | 0.0495 | 0.7148 | 0.7517 | 0.7328 |
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- | No log | 0.51 | 3500 | 0.0377 | 0.6915 | 0.7405 | 0.7151 |
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- | No log | 0.51 | 3500 | 0.0355 | 0.7040 | 0.7970 | 0.7476 |
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- | No log | 0.55 | 3750 | 0.0889 | 0.7638 | 0.7802 | 0.7719 |
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- | No log | 0.55 | 3750 | 0.0694 | 0.8695 | 0.8796 | 0.8745 |
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- | No log | 0.55 | 3750 | 0.0980 | 0.8644 | 0.8336 | 0.8487 |
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- | No log | 0.55 | 3750 | 0.0488 | 0.7120 | 0.7423 | 0.7268 |
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- | No log | 0.55 | 3750 | 0.0383 | 0.6980 | 0.6975 | 0.6978 |
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- | No log | 0.55 | 3750 | 0.0332 | 0.7518 | 0.7748 | 0.7631 |
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- | No log | 0.59 | 4000 | 0.1086 | 0.7244 | 0.7709 | 0.7470 |
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- | No log | 0.59 | 4000 | 0.0737 | 0.8713 | 0.8928 | 0.8819 |
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- | No log | 0.59 | 4000 | 0.1283 | 0.8584 | 0.8110 | 0.8340 |
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- | No log | 0.59 | 4000 | 0.0563 | 0.7241 | 0.7433 | 0.7336 |
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- | No log | 0.59 | 4000 | 0.0370 | 0.6559 | 0.8064 | 0.7234 |
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- | No log | 0.59 | 4000 | 0.0359 | 0.6527 | 0.8262 | 0.7292 |
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- | No log | 0.62 | 4250 | 0.1075 | 0.7533 | 0.7778 | 0.7653 |
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- | No log | 0.62 | 4250 | 0.0711 | 0.8509 | 0.9030 | 0.8762 |
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- | No log | 0.62 | 4250 | 0.1081 | 0.8721 | 0.8474 | 0.8596 |
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- | No log | 0.62 | 4250 | 0.0477 | 0.6685 | 0.7848 | 0.7220 |
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- | No log | 0.62 | 4250 | 0.0379 | 0.6552 | 0.7819 | 0.7130 |
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- | No log | 0.62 | 4250 | 0.0333 | 0.6897 | 0.8333 | 0.7548 |
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- | No log | 0.66 | 4500 | 0.1236 | 0.7507 | 0.7277 | 0.7390 |
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- | No log | 0.66 | 4500 | 0.0863 | 0.8942 | 0.8778 | 0.8859 |
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- | No log | 0.66 | 4500 | 0.1568 | 0.9047 | 0.7872 | 0.8419 |
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- | No log | 0.66 | 4500 | 0.0616 | 0.7731 | 0.7035 | 0.7367 |
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- | No log | 0.66 | 4500 | 0.0458 | 0.7207 | 0.6937 | 0.7069 |
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- | No log | 0.66 | 4500 | 0.0378 | 0.7598 | 0.7713 | 0.7655 |
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- | No log | 0.7 | 4750 | 0.1067 | 0.7690 | 0.7772 | 0.7731 |
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- | No log | 0.7 | 4750 | 0.0691 | 0.8888 | 0.8963 | 0.8925 |
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- | No log | 0.7 | 4750 | 0.1439 | 0.8670 | 0.7991 | 0.8316 |
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- | No log | 0.7 | 4750 | 0.0546 | 0.7444 | 0.7230 | 0.7336 |
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- | No log | 0.7 | 4750 | 0.0380 | 0.7058 | 0.7413 | 0.7231 |
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- | No log | 0.7 | 4750 | 0.0352 | 0.6951 | 0.7896 | 0.7394 |
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- | No log | 0.73 | 5000 | 0.1210 | 0.7927 | 0.7607 | 0.7763 |
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- | No log | 0.73 | 5000 | 0.0703 | 0.9098 | 0.8661 | 0.8874 |
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- | No log | 0.73 | 5000 | 0.1321 | 0.9322 | 0.7621 | 0.8386 |
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- | No log | 0.73 | 5000 | 0.0550 | 0.7731 | 0.7011 | 0.7354 |
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- | No log | 0.73 | 5000 | 0.0406 | 0.7531 | 0.6399 | 0.6919 |
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- | No log | 0.73 | 5000 | 0.0360 | 0.7996 | 0.7129 | 0.7538 |
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- | No log | 0.77 | 5250 | 0.1274 | 0.7848 | 0.7786 | 0.7817 |
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- | No log | 0.77 | 5250 | 0.0879 | 0.8581 | 0.8969 | 0.8771 |
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- | No log | 0.77 | 5250 | 0.1282 | 0.8618 | 0.8430 | 0.8523 |
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- | No log | 0.77 | 5250 | 0.0587 | 0.7241 | 0.7570 | 0.7402 |
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- | No log | 0.77 | 5250 | 0.0441 | 0.7077 | 0.6770 | 0.6920 |
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- | No log | 0.77 | 5250 | 0.0351 | 0.7462 | 0.7858 | 0.7655 |
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- | No log | 0.81 | 5500 | 0.1159 | 0.7270 | 0.7631 | 0.7446 |
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- | No log | 0.81 | 5500 | 0.0778 | 0.8569 | 0.9042 | 0.8799 |
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- | No log | 0.81 | 5500 | 0.1326 | 0.8704 | 0.8284 | 0.8489 |
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- | No log | 0.81 | 5500 | 0.0556 | 0.7287 | 0.7626 | 0.7453 |
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- | No log | 0.81 | 5500 | 0.0398 | 0.6630 | 0.7779 | 0.7159 |
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- | No log | 0.81 | 5500 | 0.0353 | 0.6750 | 0.8306 | 0.7448 |
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- | No log | 0.84 | 5750 | 0.1447 | 0.7612 | 0.7398 | 0.7503 |
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- | No log | 0.84 | 5750 | 0.0816 | 0.8936 | 0.8600 | 0.8764 |
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- | No log | 0.84 | 5750 | 0.1329 | 0.9167 | 0.7870 | 0.8469 |
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- | No log | 0.84 | 5750 | 0.0541 | 0.8019 | 0.6961 | 0.7453 |
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- | No log | 0.84 | 5750 | 0.0370 | 0.7226 | 0.7129 | 0.7177 |
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- | No log | 0.84 | 5750 | 0.0326 | 0.7384 | 0.7694 | 0.7536 |
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- | No log | 0.88 | 6000 | 0.1429 | 0.7218 | 0.7660 | 0.7432 |
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- | No log | 0.88 | 6000 | 0.0746 | 0.8845 | 0.8861 | 0.8853 |
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- | No log | 0.88 | 6000 | 0.1367 | 0.8953 | 0.8110 | 0.8511 |
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- | No log | 0.88 | 6000 | 0.0570 | 0.7667 | 0.7257 | 0.7456 |
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- | No log | 0.88 | 6000 | 0.0368 | 0.7071 | 0.7407 | 0.7235 |
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- | No log | 0.88 | 6000 | 0.0317 | 0.7222 | 0.8114 | 0.7642 |
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- | No log | 0.91 | 6250 | 0.1394 | 0.7034 | 0.7791 | 0.7393 |
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- | No log | 0.91 | 6250 | 0.0824 | 0.8677 | 0.9024 | 0.8847 |
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- | No log | 0.91 | 6250 | 0.1431 | 0.8618 | 0.8311 | 0.8462 |
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- | No log | 0.91 | 6250 | 0.0561 | 0.7083 | 0.7862 | 0.7453 |
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- | No log | 0.91 | 6250 | 0.0378 | 0.6909 | 0.7603 | 0.7239 |
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- | No log | 0.91 | 6250 | 0.0312 | 0.7123 | 0.8261 | 0.7650 |
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- | No log | 0.95 | 6500 | 0.1476 | 0.7113 | 0.8114 | 0.7580 |
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- | No log | 0.95 | 6500 | 0.0943 | 0.8551 | 0.9110 | 0.8821 |
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- | No log | 0.95 | 6500 | 0.1426 | 0.8515 | 0.8479 | 0.8497 |
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- | No log | 0.95 | 6500 | 0.0591 | 0.7102 | 0.7747 | 0.7411 |
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- | No log | 0.95 | 6500 | 0.0369 | 0.6753 | 0.7906 | 0.7284 |
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- | No log | 0.95 | 6500 | 0.0323 | 0.7044 | 0.8266 | 0.7606 |
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- | No log | 0.99 | 6750 | 0.1369 | 0.6929 | 0.825 | 0.7532 |
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- | No log | 0.99 | 6750 | 0.0842 | 0.8605 | 0.9103 | 0.8847 |
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- | No log | 0.99 | 6750 | 0.1436 | 0.8412 | 0.8507 | 0.8459 |
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- | No log | 0.99 | 6750 | 0.0626 | 0.6981 | 0.7822 | 0.7378 |
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- | No log | 0.99 | 6750 | 0.0390 | 0.6708 | 0.8017 | 0.7304 |
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- | No log | 0.99 | 6750 | 0.0351 | 0.6524 | 0.8484 | 0.7376 |
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- | No log | 1.02 | 7000 | 0.1319 | 0.7507 | 0.7857 | 0.7678 |
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- | No log | 1.02 | 7000 | 0.0940 | 0.8924 | 0.8776 | 0.8849 |
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- | No log | 1.02 | 7000 | 0.1767 | 0.8858 | 0.8177 | 0.8504 |
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- | No log | 1.02 | 7000 | 0.0697 | 0.7676 | 0.7240 | 0.7452 |
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- | No log | 1.02 | 7000 | 0.0405 | 0.6999 | 0.7516 | 0.7248 |
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- | No log | 1.02 | 7000 | 0.0367 | 0.7250 | 0.8132 | 0.7666 |
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- | No log | 1.06 | 7250 | 0.1436 | 0.7533 | 0.7994 | 0.7757 |
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- | No log | 1.06 | 7250 | 0.0946 | 0.8833 | 0.9012 | 0.8922 |
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- | No log | 1.06 | 7250 | 0.1579 | 0.8918 | 0.8168 | 0.8527 |
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- | No log | 1.06 | 7250 | 0.0657 | 0.725 | 0.7401 | 0.7325 |
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- | No log | 1.06 | 7250 | 0.0403 | 0.6889 | 0.7782 | 0.7308 |
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- | No log | 1.06 | 7250 | 0.0377 | 0.6826 | 0.8416 | 0.7538 |
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- | No log | 1.1 | 7500 | 0.1435 | 0.7349 | 0.7778 | 0.7557 |
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- | No log | 1.1 | 7500 | 0.0915 | 0.8791 | 0.8871 | 0.8831 |
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- | No log | 1.1 | 7500 | 0.1673 | 0.8815 | 0.8011 | 0.8394 |
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- | No log | 1.1 | 7500 | 0.0665 | 0.7815 | 0.7051 | 0.7413 |
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- | No log | 1.1 | 7500 | 0.0387 | 0.7220 | 0.6902 | 0.7057 |
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- | No log | 1.1 | 7500 | 0.0334 | 0.7441 | 0.7796 | 0.7615 |
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- | No log | 1.13 | 7750 | 0.1690 | 0.7454 | 0.7760 | 0.7604 |
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- | No log | 1.13 | 7750 | 0.1133 | 0.8569 | 0.9030 | 0.8794 |
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- | No log | 1.13 | 7750 | 0.1883 | 0.8858 | 0.8184 | 0.8508 |
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- | No log | 1.13 | 7750 | 0.0857 | 0.6639 | 0.7743 | 0.7149 |
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- | No log | 1.13 | 7750 | 0.0449 | 0.6896 | 0.7446 | 0.7160 |
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- | No log | 1.13 | 7750 | 0.0363 | 0.7208 | 0.8271 | 0.7703 |
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- | No log | 1.17 | 8000 | 0.1432 | 0.7454 | 0.7493 | 0.7474 |
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- | No log | 1.17 | 8000 | 0.0866 | 0.8803 | 0.8982 | 0.8892 |
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- | No log | 1.17 | 8000 | 0.1560 | 0.8996 | 0.8105 | 0.8527 |
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- | No log | 1.17 | 8000 | 0.0655 | 0.75 | 0.7213 | 0.7354 |
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- | No log | 1.17 | 8000 | 0.0400 | 0.7563 | 0.6918 | 0.7226 |
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- | No log | 1.17 | 8000 | 0.0353 | 0.8040 | 0.7313 | 0.7660 |
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- | No log | 1.21 | 8250 | 0.1426 | 0.7244 | 0.8190 | 0.7688 |
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- | 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 |
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- | No log | 1.21 | 8250 | 0.0650 | 0.6917 | 0.7508 | 0.72 |
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- | No log | 1.21 | 8250 | 0.0364 | 0.7019 | 0.7254 | 0.7134 |
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- | No log | 1.21 | 8250 | 0.0323 | 0.7510 | 0.7863 | 0.7682 |
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- | No log | 1.24 | 8500 | 0.1561 | 0.7559 | 0.7721 | 0.7639 |
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- | 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