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--- |
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license: apache-2.0 |
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base_model: facebook/wav2vec2-large-xlsr-53 |
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tags: |
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- generated_from_trainer |
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metrics: |
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- wer |
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model-index: |
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- name: wav2vec2-large-xlsr-geo-demo |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# wav2vec2-large-xlsr-geo-demo |
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This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.1636 |
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- Wer: 0.4438 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 0.002 |
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- train_batch_size: 16 |
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- eval_batch_size: 8 |
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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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- lr_scheduler_warmup_steps: 200 |
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- num_epochs: 5 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Wer | |
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|:-------------:|:-----:|:-----:|:---------------:|:------:| |
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| 7.887 | 0.03 | 100 | 3.6607 | 1.0 | |
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| 4.0646 | 0.05 | 200 | 3.1735 | 1.0 | |
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| 3.7509 | 0.08 | 300 | 3.2336 | 1.0 | |
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| 3.8832 | 0.11 | 400 | 3.1474 | 1.0 | |
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| 3.9646 | 0.14 | 500 | 3.3345 | 1.0 | |
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| 3.1657 | 0.16 | 600 | 3.0552 | 1.0 | |
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| 3.0641 | 0.19 | 700 | 3.0919 | 1.0 | |
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| 1.9443 | 0.22 | 800 | 1.5124 | 1.0 | |
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| 0.6772 | 0.25 | 900 | 0.6392 | 0.8845 | |
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| 0.5144 | 0.27 | 1000 | 0.4253 | 0.7256 | |
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| 0.4361 | 0.3 | 1100 | 0.3405 | 0.6596 | |
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| 0.4239 | 0.33 | 1200 | 0.2857 | 0.5969 | |
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| 0.3226 | 0.36 | 1300 | 0.2790 | 0.5880 | |
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| 0.3508 | 0.38 | 1400 | 0.2492 | 0.5586 | |
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| 0.3091 | 0.41 | 1500 | 0.2572 | 0.5655 | |
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| 0.3094 | 0.44 | 1600 | 0.2238 | 0.5122 | |
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| 0.305 | 0.47 | 1700 | 0.2339 | 0.5011 | |
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| 0.258 | 0.49 | 1800 | 0.2067 | 0.5008 | |
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| 0.2673 | 0.52 | 1900 | 0.2201 | 0.5077 | |
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| 0.2256 | 0.55 | 2000 | 0.1871 | 0.4633 | |
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| 0.2697 | 0.58 | 2100 | 0.1933 | 0.4696 | |
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| 0.233 | 0.6 | 2200 | 0.1835 | 0.4520 | |
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| 0.2078 | 0.63 | 2300 | 0.1761 | 0.4482 | |
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| 0.2721 | 0.66 | 2400 | 0.1742 | 0.4406 | |
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| 0.2807 | 0.69 | 2500 | 0.1717 | 0.4376 | |
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| 0.2397 | 0.71 | 2600 | 0.1788 | 0.4444 | |
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| 0.2672 | 0.74 | 2700 | 0.1534 | 0.4126 | |
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| 0.1954 | 0.77 | 2800 | 0.1593 | 0.4085 | |
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| 0.2753 | 0.79 | 2900 | 0.1575 | 0.4128 | |
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| 0.1975 | 0.82 | 3000 | 0.1435 | 0.3926 | |
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| 0.2282 | 0.85 | 3100 | 0.1702 | 0.4271 | |
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| 0.2372 | 0.88 | 3200 | 0.1417 | 0.3965 | |
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| 0.229 | 0.9 | 3300 | 0.1385 | 0.3860 | |
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| 0.2332 | 0.93 | 3400 | 0.1325 | 0.3805 | |
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| 0.2074 | 0.96 | 3500 | 0.1309 | 0.375 | |
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| 0.1937 | 0.99 | 3600 | 0.1306 | 0.3784 | |
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| 0.2211 | 1.01 | 3700 | 0.1402 | 0.3836 | |
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| 0.1928 | 1.04 | 3800 | 0.1339 | 0.3714 | |
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| 0.176 | 1.07 | 3900 | 0.1319 | 0.3743 | |
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| 0.1818 | 1.1 | 4000 | 0.1326 | 0.3760 | |
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| 0.2191 | 1.12 | 4100 | 0.1312 | 0.3768 | |
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| 0.1848 | 1.15 | 4200 | 0.1228 | 0.3599 | |
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| 0.1671 | 1.18 | 4300 | 0.1289 | 0.3731 | |
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| 0.1759 | 1.21 | 4400 | 0.1245 | 0.3632 | |
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| 0.1783 | 1.23 | 4500 | 0.1267 | 0.3545 | |
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| 0.1576 | 1.26 | 4600 | 0.1280 | 0.3581 | |
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| 0.1726 | 1.29 | 4700 | 0.1215 | 0.3541 | |
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| 0.1702 | 1.32 | 4800 | 0.1342 | 0.3690 | |
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| 0.2667 | 1.34 | 4900 | 0.1256 | 0.3635 | |
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| 0.232 | 1.37 | 5000 | 0.1228 | 0.3580 | |
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| 0.2012 | 1.4 | 5100 | 0.1183 | 0.3476 | |
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| 0.1862 | 1.42 | 5200 | 0.1210 | 0.3535 | |
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| 0.1947 | 1.45 | 5300 | 0.1241 | 0.3514 | |
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| 0.1806 | 1.48 | 5400 | 0.1151 | 0.3399 | |
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| 0.1779 | 1.51 | 5500 | 0.1127 | 0.3426 | |
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| 0.176 | 1.53 | 5600 | 0.1105 | 0.3446 | |
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| 0.1387 | 1.56 | 5700 | 0.1019 | 0.3301 | |
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| 0.1621 | 1.59 | 5800 | 0.1038 | 0.3309 | |
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| 0.1527 | 1.62 | 5900 | 0.1104 | 0.3398 | |
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| 0.1748 | 1.64 | 6000 | 0.1071 | 0.3348 | |
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| 0.165 | 1.67 | 6100 | 0.1092 | 0.3380 | |
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| 0.1384 | 1.7 | 6200 | 0.1063 | 0.3349 | |
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| 0.1859 | 1.73 | 6300 | 0.1058 | 0.3250 | |
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| 0.1919 | 1.75 | 6400 | 0.1080 | 0.3413 | |
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| 0.1425 | 1.78 | 6500 | 0.1050 | 0.3284 | |
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| 0.1571 | 1.81 | 6600 | 0.1002 | 0.3244 | |
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| 0.1591 | 1.84 | 6700 | 0.0999 | 0.3238 | |
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| 0.1615 | 1.86 | 6800 | 0.0961 | 0.3157 | |
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| 0.148 | 1.89 | 6900 | 0.0993 | 0.3197 | |
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| 0.1893 | 1.92 | 7000 | 0.0963 | 0.3219 | |
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| 0.1586 | 1.95 | 7100 | 0.0970 | 0.3227 | |
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| 0.1932 | 1.97 | 7200 | 0.0955 | 0.3200 | |
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| 0.172 | 2.0 | 7300 | 0.0930 | 0.3159 | |
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| 0.1617 | 2.03 | 7400 | 0.0972 | 0.3170 | |
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| 0.1644 | 2.06 | 7500 | 0.0923 | 0.3117 | |
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| 0.1098 | 2.08 | 7600 | 0.1001 | 0.3186 | |
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| 0.1456 | 2.11 | 7700 | 0.1028 | 0.3262 | |
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| 0.1518 | 2.14 | 7800 | 0.1018 | 0.3177 | |
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| 0.1485 | 2.16 | 7900 | 0.0986 | 0.3153 | |
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| 0.1411 | 2.19 | 8000 | 0.0938 | 0.3117 | |
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| 0.1439 | 2.22 | 8100 | 0.0937 | 0.3124 | |
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| 0.1469 | 2.25 | 8200 | 0.0919 | 0.3096 | |
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| 0.1476 | 2.27 | 8300 | 0.0939 | 0.3099 | |
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| 0.1678 | 2.3 | 8400 | 0.0926 | 0.3095 | |
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| 0.1705 | 2.33 | 8500 | 0.0973 | 0.3167 | |
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| 0.1323 | 2.36 | 8600 | 0.0910 | 0.3055 | |
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| 0.1258 | 2.38 | 8700 | 0.0872 | 0.3017 | |
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| 0.1536 | 2.41 | 8800 | 0.0963 | 0.3103 | |
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| 0.1628 | 2.44 | 8900 | 0.0871 | 0.3045 | |
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| 0.1504 | 2.47 | 9000 | 0.0898 | 0.3038 | |
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| 0.1301 | 2.49 | 9100 | 0.0856 | 0.2966 | |
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| 0.1488 | 2.52 | 9200 | 0.0846 | 0.2978 | |
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| 0.1621 | 2.55 | 9300 | 0.0855 | 0.3024 | |
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| 0.1453 | 2.58 | 9400 | 0.0830 | 0.2940 | |
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| 0.13 | 2.6 | 9500 | 0.0824 | 0.2920 | |
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| 0.1225 | 2.63 | 9600 | 0.0830 | 0.2920 | |
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| 0.1337 | 2.66 | 9700 | 0.0838 | 0.2914 | |
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| 0.1192 | 2.69 | 9800 | 0.0846 | 0.2992 | |
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| 0.1478 | 2.71 | 9900 | 0.0794 | 0.2921 | |
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| 0.1188 | 2.74 | 10000 | 0.0771 | 0.2875 | |
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| 0.2217 | 2.77 | 10100 | 0.0840 | 0.3002 | |
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| 0.1169 | 2.79 | 10200 | 0.0769 | 0.2876 | |
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| 0.1334 | 2.82 | 10300 | 0.0782 | 0.2875 | |
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| 0.1623 | 2.85 | 10400 | 0.0833 | 0.2948 | |
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| 0.2 | 2.88 | 10500 | 0.0772 | 0.2856 | |
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| 0.1288 | 2.9 | 10600 | 0.0773 | 0.2854 | |
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| 0.1201 | 2.93 | 10700 | 0.0782 | 0.2885 | |
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| 0.1467 | 2.96 | 10800 | 0.0778 | 0.2864 | |
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| 0.1452 | 2.99 | 10900 | 0.0747 | 0.2825 | |
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| 0.1182 | 3.01 | 11000 | 0.0759 | 0.2812 | |
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| 0.1078 | 3.04 | 11100 | 0.0744 | 0.2771 | |
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| 0.1426 | 3.07 | 11200 | 0.0797 | 0.2883 | |
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| 0.1322 | 3.1 | 11300 | 0.0765 | 0.2797 | |
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| 0.1655 | 3.12 | 11400 | 0.0743 | 0.2885 | |
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| 0.1243 | 3.15 | 11500 | 0.0744 | 0.2792 | |
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| 0.1724 | 3.18 | 11600 | 0.0749 | 0.2778 | |
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| 0.1136 | 3.21 | 11700 | 0.0730 | 0.2764 | |
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| 0.1428 | 3.23 | 11800 | 0.0776 | 0.2836 | |
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| 0.1189 | 3.26 | 11900 | 0.0788 | 0.2893 | |
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| 0.1065 | 3.29 | 12000 | 0.0732 | 0.2746 | |
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| 0.14 | 3.32 | 12100 | 0.0720 | 0.2756 | |
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| 2.7696 | 3.34 | 12200 | 2.8195 | 1.0 | |
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| 0.7388 | 3.37 | 12300 | 0.4293 | 0.7221 | |
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| 0.1829 | 3.4 | 12400 | 0.0925 | 0.2933 | |
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| 0.1534 | 3.42 | 12500 | 0.0794 | 0.2763 | |
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| 0.134 | 3.45 | 12600 | 0.0768 | 0.2719 | |
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| 0.1095 | 3.48 | 12700 | 0.0716 | 0.2641 | |
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| 0.1185 | 3.51 | 12800 | 0.0702 | 0.2603 | |
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| 0.6919 | 1.77 | 12900 | 0.5212 | 0.7533 | |
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| 0.6742 | 1.78 | 13000 | 0.7236 | 0.8849 | |
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| 0.7929 | 1.79 | 13100 | 0.6992 | 0.8898 | |
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| 0.6284 | 1.81 | 13200 | 0.6220 | 0.8438 | |
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| 0.5259 | 1.82 | 13300 | 0.6681 | 0.8442 | |
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| 0.6102 | 1.84 | 13400 | 0.6867 | 0.8975 | |
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| 0.6609 | 1.85 | 13500 | 0.7216 | 0.8682 | |
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| 0.5471 | 1.86 | 13600 | 0.7449 | 0.9033 | |
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| 0.5535 | 1.88 | 13700 | 0.5763 | 0.8305 | |
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| 0.5933 | 1.89 | 13800 | 0.6063 | 0.8677 | |
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| 0.6006 | 1.9 | 13900 | 0.5470 | 0.8033 | |
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| 0.6245 | 1.92 | 14000 | 0.6193 | 0.8423 | |
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| 0.469 | 1.93 | 14100 | 0.5840 | 0.8292 | |
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| 0.539 | 1.95 | 14200 | 0.5749 | 0.8211 | |
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| 0.6109 | 1.96 | 14300 | 0.6034 | 0.8475 | |
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| 0.4675 | 1.97 | 14400 | 0.5792 | 0.7991 | |
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| 0.4737 | 1.99 | 14500 | 0.5673 | 0.8333 | |
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| 0.6289 | 2.0 | 14600 | 0.5211 | 0.8101 | |
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| 0.5712 | 2.01 | 14700 | 0.5000 | 0.7945 | |
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| 0.9085 | 2.03 | 14800 | 0.5572 | 0.7913 | |
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| 0.5669 | 2.04 | 14900 | 0.5175 | 0.7903 | |
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| 0.4907 | 2.06 | 15000 | 0.5407 | 0.7994 | |
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| 0.6087 | 2.07 | 15100 | 0.5598 | 0.8134 | |
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| 0.6574 | 2.08 | 15200 | 0.5471 | 0.8014 | |
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| 0.5082 | 2.1 | 15300 | 0.5032 | 0.7930 | |
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| 0.5103 | 2.11 | 15400 | 0.5067 | 0.7894 | |
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| 0.4954 | 2.12 | 15500 | 0.5027 | 0.7716 | |
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| 0.5438 | 2.14 | 15600 | 0.5090 | 0.7783 | |
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| 0.4469 | 2.15 | 15700 | 0.4353 | 0.7355 | |
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| 0.4258 | 2.16 | 15800 | 0.4388 | 0.7353 | |
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| 0.6645 | 2.18 | 15900 | 0.5062 | 0.7839 | |
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| 0.4875 | 2.19 | 16000 | 0.4939 | 0.7813 | |
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| 0.5195 | 2.21 | 16100 | 0.4684 | 0.7653 | |
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| 0.5162 | 2.22 | 16200 | 0.4422 | 0.7387 | |
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| 0.4851 | 2.23 | 16300 | 0.4714 | 0.7619 | |
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| 0.536 | 2.25 | 16400 | 0.4778 | 0.7590 | |
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| 0.403 | 2.26 | 16500 | 0.4672 | 0.7729 | |
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| 0.4217 | 2.27 | 16600 | 0.4305 | 0.7329 | |
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| 0.4865 | 2.29 | 16700 | 0.4577 | 0.7367 | |
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| 0.4889 | 2.3 | 16800 | 0.4398 | 0.7282 | |
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| 0.4094 | 2.32 | 16900 | 0.4433 | 0.7245 | |
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| 0.4654 | 2.33 | 17000 | 0.4121 | 0.7143 | |
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| 0.394 | 2.34 | 17100 | 0.4642 | 0.7268 | |
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| 0.4595 | 2.36 | 17200 | 0.4076 | 0.7034 | |
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| 0.4463 | 2.37 | 17300 | 0.4477 | 0.7619 | |
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| 0.5096 | 2.38 | 17400 | 0.4394 | 0.7324 | |
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| 0.3934 | 2.4 | 17500 | 0.3927 | 0.7054 | |
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| 0.3766 | 2.41 | 17600 | 0.4442 | 0.7405 | |
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| 0.4216 | 2.42 | 17700 | 0.4131 | 0.6991 | |
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| 0.3822 | 2.44 | 17800 | 0.3996 | 0.7095 | |
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| 0.5685 | 2.45 | 17900 | 0.3785 | 0.6970 | |
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| 0.5032 | 2.47 | 18000 | 0.4015 | 0.7013 | |
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| 0.3936 | 2.48 | 18100 | 0.3789 | 0.6921 | |
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| 0.4129 | 2.49 | 18200 | 0.4374 | 0.7275 | |
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| 0.4559 | 2.51 | 18300 | 0.4613 | 0.7437 | |
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| 0.4168 | 2.52 | 18400 | 0.4183 | 0.7092 | |
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| 0.3521 | 2.53 | 18500 | 0.4058 | 0.7056 | |
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| 0.4208 | 2.55 | 18600 | 0.4373 | 0.7354 | |
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| 0.3918 | 2.56 | 18700 | 0.4257 | 0.7230 | |
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| 0.3886 | 2.58 | 18800 | 0.4144 | 0.7192 | |
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| 0.5022 | 2.59 | 18900 | 0.3865 | 0.6997 | |
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| 0.4236 | 2.6 | 19000 | 0.4095 | 0.7155 | |
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| 0.3934 | 2.62 | 19100 | 0.4137 | 0.7209 | |
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| 0.4274 | 2.63 | 19200 | 0.3846 | 0.6822 | |
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| 0.3991 | 2.64 | 19300 | 0.3732 | 0.6723 | |
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| 0.4125 | 2.66 | 19400 | 0.4050 | 0.6991 | |
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| 0.3494 | 2.67 | 19500 | 0.3714 | 0.6874 | |
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| 0.4416 | 2.69 | 19600 | 0.3762 | 0.6842 | |
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| 0.397 | 2.7 | 19700 | 0.3722 | 0.6821 | |
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| 0.4796 | 2.71 | 19800 | 0.3822 | 0.6959 | |
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| 0.3637 | 2.73 | 19900 | 0.3865 | 0.6979 | |
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| 0.4456 | 2.74 | 20000 | 0.3903 | 0.7038 | |
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| 0.3338 | 2.75 | 20100 | 0.3514 | 0.6549 | |
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| 0.3541 | 2.77 | 20200 | 0.3697 | 0.6782 | |
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| 0.4417 | 2.78 | 20300 | 0.3654 | 0.6810 | |
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| 0.3682 | 2.79 | 20400 | 0.3627 | 0.6613 | |
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| 0.3196 | 2.81 | 20500 | 0.3464 | 0.6650 | |
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| 0.3729 | 2.82 | 20600 | 0.3278 | 0.6508 | |
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| 0.3838 | 2.84 | 20700 | 0.3434 | 0.6576 | |
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| 0.3506 | 2.85 | 20800 | 0.3495 | 0.6607 | |
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| 0.3215 | 2.86 | 20900 | 0.3348 | 0.6416 | |
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| 0.3806 | 2.88 | 21000 | 0.3501 | 0.6777 | |
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| 0.311 | 2.89 | 21100 | 0.3374 | 0.6557 | |
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| 0.33 | 2.9 | 21200 | 0.3297 | 0.6425 | |
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| 0.3916 | 2.92 | 21300 | 0.3228 | 0.6373 | |
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| 0.3767 | 2.93 | 21400 | 0.3391 | 0.6497 | |
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| 0.3951 | 2.95 | 21500 | 0.4120 | 0.7108 | |
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| 0.3302 | 2.96 | 21600 | 0.3271 | 0.6309 | |
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| 0.3759 | 2.97 | 21700 | 0.3210 | 0.6293 | |
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| 0.3984 | 2.99 | 21800 | 0.3598 | 0.6565 | |
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| 0.3391 | 3.0 | 21900 | 0.3367 | 0.6470 | |
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| 0.3271 | 3.01 | 22000 | 0.3249 | 0.6352 | |
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| 0.3205 | 3.03 | 22100 | 0.3494 | 0.6461 | |
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| 0.3037 | 3.04 | 22200 | 0.3113 | 0.6191 | |
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| 0.3389 | 3.06 | 22300 | 0.3394 | 0.6502 | |
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| 0.3817 | 3.07 | 22400 | 0.3276 | 0.6282 | |
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| 0.3801 | 3.08 | 22500 | 0.3177 | 0.6243 | |
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| 0.4181 | 3.1 | 22600 | 0.2995 | 0.6091 | |
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| 0.2837 | 3.11 | 22700 | 0.3072 | 0.6150 | |
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| 0.3423 | 3.12 | 22800 | 0.3116 | 0.6108 | |
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| 0.32 | 3.14 | 22900 | 0.3129 | 0.6183 | |
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| 0.3138 | 3.15 | 23000 | 0.3026 | 0.6174 | |
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| 0.3693 | 3.16 | 23100 | 0.3104 | 0.6233 | |
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| 0.3765 | 3.18 | 23200 | 0.3196 | 0.6313 | |
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| 0.4339 | 3.19 | 23300 | 0.3126 | 0.6232 | |
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| 0.3197 | 3.21 | 23400 | 0.2984 | 0.5983 | |
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| 0.3411 | 3.22 | 23500 | 0.3056 | 0.6093 | |
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| 0.3468 | 3.23 | 23600 | 0.3094 | 0.6146 | |
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| 0.3297 | 3.25 | 23700 | 0.3033 | 0.6030 | |
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| 0.3018 | 3.26 | 23800 | 0.2849 | 0.5893 | |
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| 0.3119 | 3.27 | 23900 | 0.2944 | 0.6047 | |
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| 0.2679 | 3.29 | 24000 | 0.2866 | 0.5913 | |
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| 0.4425 | 3.3 | 24100 | 0.2977 | 0.6086 | |
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| 0.2961 | 3.32 | 24200 | 0.2930 | 0.6002 | |
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| 0.2888 | 3.33 | 24300 | 0.2752 | 0.5774 | |
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| 0.3084 | 3.34 | 24400 | 0.2890 | 0.5945 | |
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| 0.3406 | 3.36 | 24500 | 0.2922 | 0.6100 | |
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| 0.2947 | 3.37 | 24600 | 0.2909 | 0.6025 | |
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| 0.284 | 3.38 | 24700 | 0.2940 | 0.5920 | |
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| 0.2991 | 3.4 | 24800 | 0.2803 | 0.5776 | |
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| 0.3419 | 3.41 | 24900 | 0.2738 | 0.5698 | |
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| 0.3274 | 3.43 | 25000 | 0.2818 | 0.5925 | |
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| 0.2594 | 3.44 | 25100 | 0.2670 | 0.5710 | |
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| 0.3437 | 3.45 | 25200 | 0.2783 | 0.5734 | |
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| 0.2723 | 3.47 | 25300 | 0.2775 | 0.5868 | |
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| 0.2916 | 3.48 | 25400 | 0.2821 | 0.5867 | |
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| 0.2438 | 3.49 | 25500 | 0.2659 | 0.5658 | |
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| 0.3299 | 3.51 | 25600 | 0.2782 | 0.5855 | |
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| 0.3268 | 3.52 | 25700 | 0.2861 | 0.5814 | |
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| 0.2712 | 3.53 | 25800 | 0.2803 | 0.5814 | |
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| 0.3433 | 3.55 | 25900 | 0.2783 | 0.5810 | |
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| 0.3374 | 3.56 | 26000 | 0.2748 | 0.5731 | |
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| 0.3253 | 3.58 | 26100 | 0.2814 | 0.5848 | |
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| 0.2877 | 3.59 | 26200 | 0.2731 | 0.5705 | |
|
| 0.3398 | 3.6 | 26300 | 0.2784 | 0.5903 | |
|
| 0.3244 | 3.62 | 26400 | 0.2925 | 0.5857 | |
|
| 0.3231 | 3.63 | 26500 | 0.2620 | 0.5661 | |
|
| 0.2607 | 3.64 | 26600 | 0.2568 | 0.5646 | |
|
| 0.306 | 3.66 | 26700 | 0.2654 | 0.5638 | |
|
| 0.3182 | 3.67 | 26800 | 0.2722 | 0.5666 | |
|
| 0.295 | 3.69 | 26900 | 0.2487 | 0.5453 | |
|
| 0.2382 | 3.7 | 27000 | 0.2566 | 0.5526 | |
|
| 0.2456 | 3.71 | 27100 | 0.2533 | 0.5636 | |
|
| 0.2887 | 3.73 | 27200 | 0.2620 | 0.5743 | |
|
| 0.2991 | 3.74 | 27300 | 0.2583 | 0.5570 | |
|
| 0.2838 | 3.75 | 27400 | 0.2538 | 0.5534 | |
|
| 0.2766 | 3.77 | 27500 | 0.2522 | 0.5561 | |
|
| 0.2814 | 3.78 | 27600 | 0.2532 | 0.5573 | |
|
| 0.2471 | 3.8 | 27700 | 0.2452 | 0.5452 | |
|
| 0.2888 | 3.81 | 27800 | 0.2445 | 0.5365 | |
|
| 0.2647 | 3.82 | 27900 | 0.2332 | 0.5324 | |
|
| 0.2567 | 3.84 | 28000 | 0.2439 | 0.5468 | |
|
| 0.2848 | 3.85 | 28100 | 0.2439 | 0.5375 | |
|
| 0.2445 | 3.86 | 28200 | 0.2523 | 0.5485 | |
|
| 0.2836 | 3.88 | 28300 | 0.2476 | 0.5408 | |
|
| 0.2441 | 3.89 | 28400 | 0.2514 | 0.5511 | |
|
| 0.272 | 3.9 | 28500 | 0.2340 | 0.5313 | |
|
| 0.2746 | 3.92 | 28600 | 0.2454 | 0.5394 | |
|
| 0.2637 | 3.93 | 28700 | 0.2484 | 0.5437 | |
|
| 0.2889 | 3.95 | 28800 | 0.2344 | 0.5312 | |
|
| 0.2733 | 3.96 | 28900 | 0.2261 | 0.5314 | |
|
| 0.3967 | 3.97 | 29000 | 0.2547 | 0.5667 | |
|
| 0.3052 | 3.99 | 29100 | 0.2227 | 0.5270 | |
|
| 0.2849 | 4.0 | 29200 | 0.2272 | 0.5272 | |
|
| 0.2446 | 4.01 | 29300 | 0.2286 | 0.5139 | |
|
| 0.2553 | 4.03 | 29400 | 0.2294 | 0.5189 | |
|
| 0.2948 | 4.04 | 29500 | 0.2477 | 0.5321 | |
|
| 0.2541 | 4.06 | 29600 | 0.2302 | 0.5203 | |
|
| 0.2361 | 4.07 | 29700 | 0.2228 | 0.5249 | |
|
| 0.3058 | 4.08 | 29800 | 0.2272 | 0.5198 | |
|
| 0.2584 | 4.1 | 29900 | 0.2225 | 0.5136 | |
|
| 0.2686 | 4.11 | 30000 | 0.2353 | 0.5285 | |
|
| 0.2262 | 4.12 | 30100 | 0.2103 | 0.4910 | |
|
| 0.211 | 4.14 | 30200 | 0.2141 | 0.4973 | |
|
| 0.2396 | 4.15 | 30300 | 0.2224 | 0.5072 | |
|
| 0.2576 | 4.16 | 30400 | 0.2241 | 0.5105 | |
|
| 0.2326 | 4.18 | 30500 | 0.2192 | 0.5035 | |
|
| 0.2458 | 4.19 | 30600 | 0.2152 | 0.5008 | |
|
| 0.1914 | 4.21 | 30700 | 0.2119 | 0.5024 | |
|
| 0.2418 | 4.22 | 30800 | 0.2129 | 0.5074 | |
|
| 0.2311 | 4.23 | 30900 | 0.2213 | 0.5088 | |
|
| 0.2543 | 4.25 | 31000 | 0.2099 | 0.4990 | |
|
| 0.256 | 4.26 | 31100 | 0.2081 | 0.4983 | |
|
| 0.2918 | 4.27 | 31200 | 0.2116 | 0.5017 | |
|
| 0.2416 | 4.29 | 31300 | 0.2024 | 0.4901 | |
|
| 0.1784 | 4.3 | 31400 | 0.2089 | 0.4927 | |
|
| 0.2046 | 4.32 | 31500 | 0.2140 | 0.5046 | |
|
| 0.2546 | 4.33 | 31600 | 0.2059 | 0.4901 | |
|
| 0.2133 | 4.34 | 31700 | 0.2053 | 0.4911 | |
|
| 0.2166 | 4.36 | 31800 | 0.1973 | 0.4767 | |
|
| 0.2095 | 4.37 | 31900 | 0.2164 | 0.4955 | |
|
| 0.2604 | 4.38 | 32000 | 0.2030 | 0.4874 | |
|
| 0.267 | 4.4 | 32100 | 0.2025 | 0.4924 | |
|
| 0.2053 | 4.41 | 32200 | 0.2022 | 0.4847 | |
|
| 0.2527 | 4.43 | 32300 | 0.1976 | 0.4788 | |
|
| 0.2553 | 4.44 | 32400 | 0.2012 | 0.4803 | |
|
| 0.2374 | 4.45 | 32500 | 0.1913 | 0.4713 | |
|
| 0.2054 | 4.47 | 32600 | 0.1945 | 0.4758 | |
|
| 0.195 | 4.48 | 32700 | 0.1983 | 0.4794 | |
|
| 0.2873 | 4.49 | 32800 | 0.1965 | 0.4865 | |
|
| 0.2529 | 4.51 | 32900 | 0.1913 | 0.4715 | |
|
| 0.2309 | 4.52 | 33000 | 0.2002 | 0.4792 | |
|
| 0.1991 | 4.53 | 33100 | 0.1856 | 0.4680 | |
|
| 0.2009 | 4.55 | 33200 | 0.1903 | 0.4753 | |
|
| 0.2214 | 4.56 | 33300 | 0.1914 | 0.4709 | |
|
| 0.2517 | 4.58 | 33400 | 0.1869 | 0.4656 | |
|
| 0.1969 | 4.59 | 33500 | 0.1859 | 0.4671 | |
|
| 0.202 | 4.6 | 33600 | 0.1861 | 0.4659 | |
|
| 0.206 | 4.62 | 33700 | 0.1824 | 0.4577 | |
|
| 0.3113 | 4.63 | 33800 | 0.1914 | 0.4879 | |
|
| 0.2779 | 4.64 | 33900 | 0.1941 | 0.4746 | |
|
| 0.2115 | 4.66 | 34000 | 0.1849 | 0.4611 | |
|
| 0.1859 | 4.67 | 34100 | 0.1872 | 0.4677 | |
|
| 0.2078 | 4.69 | 34200 | 0.1804 | 0.4624 | |
|
| 0.1957 | 4.7 | 34300 | 0.1880 | 0.4653 | |
|
| 0.2222 | 4.71 | 34400 | 0.1772 | 0.4536 | |
|
| 0.2334 | 4.73 | 34500 | 0.1845 | 0.4649 | |
|
| 0.1754 | 4.74 | 34600 | 0.1729 | 0.4504 | |
|
| 0.2025 | 4.75 | 34700 | 0.1769 | 0.4512 | |
|
| 0.213 | 4.77 | 34800 | 0.1807 | 0.4551 | |
|
| 0.2255 | 4.78 | 34900 | 0.1742 | 0.4479 | |
|
| 0.1698 | 4.8 | 35000 | 0.1803 | 0.4584 | |
|
| 0.2254 | 4.81 | 35100 | 0.1774 | 0.4510 | |
|
| 0.1913 | 4.82 | 35200 | 0.1742 | 0.4504 | |
|
| 0.2123 | 4.84 | 35300 | 0.1773 | 0.4591 | |
|
| 0.2402 | 4.85 | 35400 | 0.1768 | 0.4527 | |
|
| 0.1617 | 4.86 | 35500 | 0.1717 | 0.4484 | |
|
| 0.2387 | 4.88 | 35600 | 0.1713 | 0.4540 | |
|
| 0.1844 | 4.89 | 35700 | 0.1647 | 0.4386 | |
|
| 0.2113 | 4.9 | 35800 | 0.1760 | 0.4580 | |
|
| 0.1892 | 4.92 | 35900 | 0.1643 | 0.4392 | |
|
| 0.2179 | 4.93 | 36000 | 0.1651 | 0.4407 | |
|
| 0.2053 | 4.95 | 36100 | 0.1663 | 0.4479 | |
|
| 0.1748 | 4.96 | 36200 | 0.1710 | 0.4454 | |
|
| 0.2233 | 4.97 | 36300 | 0.1753 | 0.4541 | |
|
| 0.1941 | 4.99 | 36400 | 0.1636 | 0.4438 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.34.1 |
|
- Pytorch 2.1.0+cu121 |
|
- Datasets 2.14.6 |
|
- Tokenizers 0.14.1 |
|
|
