update model card README.md
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README.md
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# wav2vec2-ksponspeech-dataset
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This model is a fine-tuned version of [Taeham/wav2vec2-ksponspeech](https://huggingface.co/Taeham/wav2vec2-ksponspeech) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Wer: 0.
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## Model description
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@@ -48,306 +48,306 @@ The following hyperparameters were used during training:
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:------:|:---------------:|:------:|
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### Framework versions
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# wav2vec2-ksponspeech-dataset
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This model is a fine-tuned version of [Taeham/wav2vec2-ksponspeech-dataset](https://huggingface.co/Taeham/wav2vec2-ksponspeech-dataset) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7140
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- Wer: 0.4255
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:------:|:---------------:|:------:|
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| 0.7216 | 0.1 | 500 | 0.4507 | 0.5041 |
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| 0.7014 | 0.2 | 1000 | 0.5123 | 0.5474 |
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| 0.6963 | 0.3 | 1500 | 0.4881 | 0.5212 |
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| 0.705 | 0.4 | 2000 | 0.5001 | 0.5501 |
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| 0.7216 | 0.5 | 2500 | 0.4924 | 0.5402 |
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| 0.7062 | 0.6 | 3000 | 0.4719 | 0.5104 |
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| 0.6954 | 0.7 | 3500 | 0.4483 | 0.5276 |
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| 0.7487 | 0.8 | 4000 | 0.4749 | 0.5122 |
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| 0.7312 | 0.9 | 4500 | 0.4717 | 0.5465 |
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| 0.7272 | 1.0 | 5000 | 0.4723 | 0.5167 |
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| 0.5695 | 1.1 | 5500 | 0.4597 | 0.5014 |
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| 0.579 | 1.2 | 6000 | 0.4644 | 0.5294 |
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| 0.563 | 1.3 | 6500 | 0.5028 | 0.5212 |
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| 0.5904 | 1.4 | 7000 | 0.4816 | 0.5285 |
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| 0.6222 | 1.5 | 7500 | 0.4725 | 0.5276 |
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| 0.596 | 1.6 | 8000 | 0.4550 | 0.5185 |
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| 0.5799 | 1.7 | 8500 | 0.4637 | 0.5330 |
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| 0.5881 | 1.8 | 9000 | 0.4493 | 0.5257 |
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| 0.6049 | 1.9 | 9500 | 0.5087 | 0.5348 |
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| 0.6042 | 2.0 | 10000 | 0.4678 | 0.5068 |
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| 0.4868 | 2.1 | 10500 | 0.4577 | 0.5339 |
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| 0.4808 | 2.2 | 11000 | 0.5384 | 0.4905 |
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| 0.4985 | 2.3 | 11500 | 0.4674 | 0.5086 |
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| 0.4982 | 2.4 | 12000 | 0.4953 | 0.5059 |
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| 0.5064 | 2.5 | 12500 | 0.4565 | 0.5158 |
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| 0.5222 | 2.6 | 13000 | 0.4638 | 0.5041 |
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| 0.498 | 2.7 | 13500 | 0.4661 | 0.5221 |
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| 0.5174 | 2.8 | 14000 | 0.4492 | 0.4959 |
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| 0.5213 | 2.9 | 14500 | 0.4664 | 0.5104 |
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| 0.5077 | 3.0 | 15000 | 0.4327 | 0.4959 |
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| 0.4173 | 3.1 | 15500 | 0.4236 | 0.5023 |
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| 0.433 | 3.2 | 16000 | 0.4500 | 0.4788 |
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| 0.431 | 3.3 | 16500 | 0.4399 | 0.5005 |
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| 0.4379 | 3.4 | 17000 | 0.4428 | 0.4950 |
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| 0.4435 | 3.5 | 17500 | 0.4606 | 0.5221 |
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| 0.4589 | 3.6 | 18000 | 0.4968 | 0.5140 |
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| 0.4453 | 3.7 | 18500 | 0.4772 | 0.4995 |
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| 0.4445 | 3.8 | 19000 | 0.4732 | 0.5194 |
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| 0.4551 | 3.9 | 19500 | 0.4835 | 0.5113 |
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| 0.4383 | 4.0 | 20000 | 0.4462 | 0.5131 |
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| 0.3508 | 4.1 | 20500 | 0.4805 | 0.4697 |
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| 0.3695 | 4.2 | 21000 | 0.4666 | 0.4887 |
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| 0.375 | 4.3 | 21500 | 0.4790 | 0.4959 |
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| 0.4184 | 4.4 | 22000 | 0.4743 | 0.5077 |
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| 0.3869 | 4.5 | 22500 | 0.4872 | 0.4986 |
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| 0.4021 | 4.6 | 23000 | 0.4797 | 0.4860 |
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| 0.4131 | 4.7 | 23500 | 0.4915 | 0.5050 |
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| 0.3983 | 4.8 | 24000 | 0.4447 | 0.4833 |
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| 0.3909 | 4.9 | 24500 | 0.4935 | 0.4968 |
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| 0.4118 | 5.0 | 25000 | 0.4640 | 0.4923 |
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| 0.321 | 5.1 | 25500 | 0.4952 | 0.4761 |
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| 0.3261 | 5.2 | 26000 | 0.5090 | 0.5041 |
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| 0.3425 | 5.3 | 26500 | 0.5015 | 0.5131 |
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| 0.3609 | 5.4 | 27000 | 0.4836 | 0.4932 |
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| 0.3727 | 5.5 | 27500 | 0.5156 | 0.4806 |
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| 0.3529 | 5.6 | 28000 | 0.4607 | 0.4887 |
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| 0.3492 | 5.7 | 28500 | 0.4772 | 0.4959 |
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| 0.3608 | 5.8 | 29000 | 0.4972 | 0.4842 |
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| 0.3698 | 5.9 | 29500 | 0.5030 | 0.4941 |
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| 0.3548 | 6.0 | 30000 | 0.5140 | 0.4734 |
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| 0.3053 | 6.1 | 30500 | 0.5025 | 0.4833 |
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| 0.3111 | 6.2 | 31000 | 0.5276 | 0.4905 |
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| 0.3135 | 6.3 | 31500 | 0.5120 | 0.5032 |
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| 0.3138 | 6.4 | 32000 | 0.5636 | 0.4968 |
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| 0.3422 | 6.5 | 32500 | 0.5394 | 0.4977 |
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| 0.3249 | 6.6 | 33000 | 0.5058 | 0.4806 |
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| 117 |
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| 0.3214 | 6.7 | 33500 | 0.5337 | 0.4878 |
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| 118 |
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| 0.3239 | 6.8 | 34000 | 0.5395 | 0.4815 |
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| 119 |
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| 0.3214 | 6.9 | 34500 | 0.4928 | 0.4968 |
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| 120 |
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| 0.3312 | 7.0 | 35000 | 0.4683 | 0.4715 |
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| 121 |
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| 0.2716 | 7.1 | 35500 | 0.5302 | 0.4932 |
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| 122 |
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| 0.2868 | 7.2 | 36000 | 0.5376 | 0.4887 |
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| 123 |
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| 0.2923 | 7.3 | 36500 | 0.5400 | 0.4923 |
|
| 124 |
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| 0.2889 | 7.4 | 37000 | 0.5617 | 0.4724 |
|
| 125 |
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| 0.2947 | 7.5 | 37500 | 0.5518 | 0.4977 |
|
| 126 |
+
| 0.2905 | 7.6 | 38000 | 0.5425 | 0.4851 |
|
| 127 |
+
| 0.2904 | 7.7 | 38500 | 0.5058 | 0.4887 |
|
| 128 |
+
| 0.2847 | 7.8 | 39000 | 0.5098 | 0.4770 |
|
| 129 |
+
| 0.2941 | 7.9 | 39500 | 0.5250 | 0.4824 |
|
| 130 |
+
| 0.2931 | 8.0 | 40000 | 0.4810 | 0.4833 |
|
| 131 |
+
| 0.2613 | 8.1 | 40500 | 0.4913 | 0.4715 |
|
| 132 |
+
| 0.2572 | 8.2 | 41000 | 0.5723 | 0.4896 |
|
| 133 |
+
| 0.2545 | 8.3 | 41500 | 0.5660 | 0.4950 |
|
| 134 |
+
| 0.2749 | 8.4 | 42000 | 0.5294 | 0.4797 |
|
| 135 |
+
| 0.2574 | 8.5 | 42500 | 0.5310 | 0.4734 |
|
| 136 |
+
| 0.2693 | 8.6 | 43000 | 0.5085 | 0.4779 |
|
| 137 |
+
| 0.2722 | 8.7 | 43500 | 0.5286 | 0.4643 |
|
| 138 |
+
| 0.2557 | 8.8 | 44000 | 0.5406 | 0.4887 |
|
| 139 |
+
| 0.2649 | 8.9 | 44500 | 0.5325 | 0.4770 |
|
| 140 |
+
| 0.2799 | 9.0 | 45000 | 0.5096 | 0.4968 |
|
| 141 |
+
| 0.2396 | 9.1 | 45500 | 0.5326 | 0.4869 |
|
| 142 |
+
| 0.2373 | 9.2 | 46000 | 0.5509 | 0.4860 |
|
| 143 |
+
| 0.2458 | 9.3 | 46500 | 0.5269 | 0.4923 |
|
| 144 |
+
| 0.2287 | 9.4 | 47000 | 0.6100 | 0.5122 |
|
| 145 |
+
| 0.2592 | 9.5 | 47500 | 0.5699 | 0.4869 |
|
| 146 |
+
| 0.2515 | 9.6 | 48000 | 0.5414 | 0.4806 |
|
| 147 |
+
| 0.2334 | 9.7 | 48500 | 0.5363 | 0.4860 |
|
| 148 |
+
| 0.2475 | 9.8 | 49000 | 0.5605 | 0.4995 |
|
| 149 |
+
| 0.2495 | 9.9 | 49500 | 0.5022 | 0.4806 |
|
| 150 |
+
| 0.2543 | 10.0 | 50000 | 0.5916 | 0.4887 |
|
| 151 |
+
| 0.227 | 10.1 | 50500 | 0.5751 | 0.4842 |
|
| 152 |
+
| 0.2289 | 10.2 | 51000 | 0.5930 | 0.4833 |
|
| 153 |
+
| 0.2225 | 10.3 | 51500 | 0.5753 | 0.4851 |
|
| 154 |
+
| 0.2164 | 10.4 | 52000 | 0.5966 | 0.4734 |
|
| 155 |
+
| 0.2456 | 10.5 | 52500 | 0.5589 | 0.4697 |
|
| 156 |
+
| 0.2421 | 10.6 | 53000 | 0.5464 | 0.4715 |
|
| 157 |
+
| 0.2258 | 10.7 | 53500 | 0.5925 | 0.4878 |
|
| 158 |
+
| 0.2209 | 10.8 | 54000 | 0.5988 | 0.4869 |
|
| 159 |
+
| 0.2299 | 10.9 | 54500 | 0.6071 | 0.4878 |
|
| 160 |
+
| 0.2382 | 11.0 | 55000 | 0.6012 | 0.4634 |
|
| 161 |
+
| 0.2005 | 11.1 | 55500 | 0.6246 | 0.4779 |
|
| 162 |
+
| 0.2203 | 11.2 | 56000 | 0.5984 | 0.4815 |
|
| 163 |
+
| 0.2058 | 11.3 | 56500 | 0.5768 | 0.4752 |
|
| 164 |
+
| 0.2221 | 11.4 | 57000 | 0.5901 | 0.4959 |
|
| 165 |
+
| 0.2142 | 11.5 | 57500 | 0.6003 | 0.4824 |
|
| 166 |
+
| 0.2163 | 11.6 | 58000 | 0.5823 | 0.4743 |
|
| 167 |
+
| 0.213 | 11.7 | 58500 | 0.5864 | 0.4878 |
|
| 168 |
+
| 0.2078 | 11.8 | 59000 | 0.5482 | 0.4679 |
|
| 169 |
+
| 0.2144 | 11.9 | 59500 | 0.5619 | 0.4797 |
|
| 170 |
+
| 0.213 | 12.0 | 60000 | 0.5419 | 0.4797 |
|
| 171 |
+
| 0.1781 | 12.1 | 60500 | 0.5900 | 0.4788 |
|
| 172 |
+
| 0.1849 | 12.2 | 61000 | 0.6081 | 0.4824 |
|
| 173 |
+
| 0.1898 | 12.3 | 61500 | 0.5938 | 0.4580 |
|
| 174 |
+
| 0.1951 | 12.4 | 62000 | 0.5869 | 0.4806 |
|
| 175 |
+
| 0.2012 | 12.5 | 62500 | 0.5906 | 0.4752 |
|
| 176 |
+
| 0.1985 | 12.6 | 63000 | 0.5413 | 0.4869 |
|
| 177 |
+
| 0.1948 | 12.7 | 63500 | 0.5867 | 0.4815 |
|
| 178 |
+
| 0.1856 | 12.8 | 64000 | 0.5912 | 0.5005 |
|
| 179 |
+
| 0.2046 | 12.9 | 64500 | 0.5707 | 0.4860 |
|
| 180 |
+
| 0.2033 | 13.0 | 65000 | 0.6137 | 0.4824 |
|
| 181 |
+
| 0.1717 | 13.1 | 65500 | 0.5621 | 0.4770 |
|
| 182 |
+
| 0.1755 | 13.2 | 66000 | 0.5627 | 0.4869 |
|
| 183 |
+
| 0.1783 | 13.3 | 66500 | 0.5825 | 0.4824 |
|
| 184 |
+
| 0.1838 | 13.4 | 67000 | 0.5999 | 0.4914 |
|
| 185 |
+
| 0.1773 | 13.5 | 67500 | 0.5885 | 0.4797 |
|
| 186 |
+
| 0.1874 | 13.6 | 68000 | 0.5510 | 0.4878 |
|
| 187 |
+
| 0.1907 | 13.7 | 68500 | 0.5504 | 0.4779 |
|
| 188 |
+
| 0.1866 | 13.8 | 69000 | 0.5912 | 0.4761 |
|
| 189 |
+
| 0.1851 | 13.9 | 69500 | 0.6036 | 0.4815 |
|
| 190 |
+
| 0.1821 | 14.0 | 70000 | 0.5627 | 0.4905 |
|
| 191 |
+
| 0.1688 | 14.1 | 70500 | 0.6109 | 0.4770 |
|
| 192 |
+
| 0.1713 | 14.2 | 71000 | 0.5686 | 0.4842 |
|
| 193 |
+
| 0.1637 | 14.3 | 71500 | 0.5787 | 0.4851 |
|
| 194 |
+
| 0.1873 | 14.4 | 72000 | 0.5698 | 0.4761 |
|
| 195 |
+
| 0.1718 | 14.5 | 72500 | 0.5879 | 0.4842 |
|
| 196 |
+
| 0.1838 | 14.6 | 73000 | 0.6324 | 0.4932 |
|
| 197 |
+
| 0.1742 | 14.7 | 73500 | 0.5890 | 0.4905 |
|
| 198 |
+
| 0.1639 | 14.8 | 74000 | 0.5746 | 0.4797 |
|
| 199 |
+
| 0.1722 | 14.9 | 74500 | 0.5791 | 0.4679 |
|
| 200 |
+
| 0.1789 | 15.0 | 75000 | 0.6189 | 0.4851 |
|
| 201 |
+
| 0.1653 | 15.1 | 75500 | 0.5902 | 0.4743 |
|
| 202 |
+
| 0.1519 | 15.2 | 76000 | 0.6535 | 0.4706 |
|
| 203 |
+
| 0.1558 | 15.3 | 76500 | 0.6273 | 0.4697 |
|
| 204 |
+
| 0.1723 | 15.4 | 77000 | 0.5992 | 0.4734 |
|
| 205 |
+
| 0.1575 | 15.5 | 77500 | 0.6069 | 0.4706 |
|
| 206 |
+
| 0.1674 | 15.6 | 78000 | 0.6458 | 0.4788 |
|
| 207 |
+
| 0.169 | 15.7 | 78500 | 0.6161 | 0.4779 |
|
| 208 |
+
| 0.1622 | 15.8 | 79000 | 0.6294 | 0.4743 |
|
| 209 |
+
| 0.1596 | 15.9 | 79500 | 0.6045 | 0.4833 |
|
| 210 |
+
| 0.1668 | 16.0 | 80000 | 0.5604 | 0.4779 |
|
| 211 |
+
| 0.1522 | 16.1 | 80500 | 0.5963 | 0.4761 |
|
| 212 |
+
| 0.1477 | 16.2 | 81000 | 0.6213 | 0.4905 |
|
| 213 |
+
| 0.1523 | 16.3 | 81500 | 0.6230 | 0.4905 |
|
| 214 |
+
| 0.157 | 16.4 | 82000 | 0.6181 | 0.4743 |
|
| 215 |
+
| 0.1464 | 16.5 | 82500 | 0.6231 | 0.4806 |
|
| 216 |
+
| 0.1485 | 16.6 | 83000 | 0.6454 | 0.4743 |
|
| 217 |
+
| 0.1509 | 16.7 | 83500 | 0.6385 | 0.4643 |
|
| 218 |
+
| 0.1514 | 16.8 | 84000 | 0.6704 | 0.4833 |
|
| 219 |
+
| 0.1556 | 16.9 | 84500 | 0.6295 | 0.4652 |
|
| 220 |
+
| 0.1557 | 17.0 | 85000 | 0.6557 | 0.4715 |
|
| 221 |
+
| 0.1372 | 17.1 | 85500 | 0.6498 | 0.4688 |
|
| 222 |
+
| 0.1463 | 17.2 | 86000 | 0.6437 | 0.4770 |
|
| 223 |
+
| 0.1494 | 17.3 | 86500 | 0.6461 | 0.4643 |
|
| 224 |
+
| 0.1557 | 17.4 | 87000 | 0.6557 | 0.4761 |
|
| 225 |
+
| 0.1393 | 17.5 | 87500 | 0.6530 | 0.4779 |
|
| 226 |
+
| 0.1436 | 17.6 | 88000 | 0.7107 | 0.4788 |
|
| 227 |
+
| 0.1482 | 17.7 | 88500 | 0.6335 | 0.4724 |
|
| 228 |
+
| 0.1479 | 17.8 | 89000 | 0.6157 | 0.4905 |
|
| 229 |
+
| 0.1537 | 17.9 | 89500 | 0.5960 | 0.4734 |
|
| 230 |
+
| 0.1457 | 18.0 | 90000 | 0.6154 | 0.4752 |
|
| 231 |
+
| 0.1285 | 18.1 | 90500 | 0.6495 | 0.4607 |
|
| 232 |
+
| 0.1303 | 18.2 | 91000 | 0.6832 | 0.4824 |
|
| 233 |
+
| 0.1321 | 18.3 | 91500 | 0.6484 | 0.4815 |
|
| 234 |
+
| 0.1343 | 18.4 | 92000 | 0.6339 | 0.4752 |
|
| 235 |
+
| 0.1462 | 18.5 | 92500 | 0.6897 | 0.4788 |
|
| 236 |
+
| 0.1291 | 18.6 | 93000 | 0.6758 | 0.4706 |
|
| 237 |
+
| 0.1398 | 18.7 | 93500 | 0.6473 | 0.4652 |
|
| 238 |
+
| 0.1387 | 18.8 | 94000 | 0.6299 | 0.4724 |
|
| 239 |
+
| 0.1359 | 18.9 | 94500 | 0.6410 | 0.4806 |
|
| 240 |
+
| 0.1288 | 19.0 | 95000 | 0.6498 | 0.4706 |
|
| 241 |
+
| 0.1365 | 19.1 | 95500 | 0.7092 | 0.4706 |
|
| 242 |
+
| 0.1324 | 19.2 | 96000 | 0.7115 | 0.4688 |
|
| 243 |
+
| 0.1315 | 19.3 | 96500 | 0.6445 | 0.4661 |
|
| 244 |
+
| 0.1271 | 19.4 | 97000 | 0.6516 | 0.4670 |
|
| 245 |
+
| 0.1198 | 19.5 | 97500 | 0.6980 | 0.4878 |
|
| 246 |
+
| 0.1189 | 19.6 | 98000 | 0.6970 | 0.4743 |
|
| 247 |
+
| 0.119 | 19.7 | 98500 | 0.6477 | 0.4688 |
|
| 248 |
+
| 0.1248 | 19.8 | 99000 | 0.6685 | 0.4770 |
|
| 249 |
+
| 0.1262 | 19.9 | 99500 | 0.7011 | 0.4752 |
|
| 250 |
+
| 0.1305 | 20.0 | 100000 | 0.6652 | 0.4697 |
|
| 251 |
+
| 0.1172 | 20.1 | 100500 | 0.6641 | 0.4643 |
|
| 252 |
+
| 0.1221 | 20.2 | 101000 | 0.6991 | 0.4643 |
|
| 253 |
+
| 0.1257 | 20.3 | 101500 | 0.7079 | 0.4616 |
|
| 254 |
+
| 0.1278 | 20.4 | 102000 | 0.6879 | 0.4634 |
|
| 255 |
+
| 0.1202 | 20.5 | 102500 | 0.6930 | 0.4616 |
|
| 256 |
+
| 0.1131 | 20.6 | 103000 | 0.7159 | 0.4797 |
|
| 257 |
+
| 0.1186 | 20.7 | 103500 | 0.7001 | 0.4589 |
|
| 258 |
+
| 0.1191 | 20.8 | 104000 | 0.6862 | 0.4607 |
|
| 259 |
+
| 0.1193 | 20.9 | 104500 | 0.6997 | 0.4589 |
|
| 260 |
+
| 0.1218 | 21.0 | 105000 | 0.6905 | 0.4679 |
|
| 261 |
+
| 0.1142 | 21.1 | 105500 | 0.7150 | 0.4625 |
|
| 262 |
+
| 0.1117 | 21.2 | 106000 | 0.7090 | 0.4544 |
|
| 263 |
+
| 0.1123 | 21.3 | 106500 | 0.7034 | 0.4508 |
|
| 264 |
+
| 0.1182 | 21.4 | 107000 | 0.7293 | 0.4697 |
|
| 265 |
+
| 0.1073 | 21.5 | 107500 | 0.7162 | 0.4580 |
|
| 266 |
+
| 0.1078 | 21.6 | 108000 | 0.7202 | 0.4544 |
|
| 267 |
+
| 0.0985 | 21.7 | 108500 | 0.7534 | 0.4490 |
|
| 268 |
+
| 0.1121 | 21.8 | 109000 | 0.7506 | 0.4652 |
|
| 269 |
+
| 0.106 | 21.9 | 109500 | 0.7114 | 0.4562 |
|
| 270 |
+
| 0.1095 | 22.0 | 110000 | 0.6952 | 0.4580 |
|
| 271 |
+
| 0.1001 | 22.1 | 110500 | 0.7635 | 0.4517 |
|
| 272 |
+
| 0.1096 | 22.2 | 111000 | 0.7432 | 0.4553 |
|
| 273 |
+
| 0.1036 | 22.3 | 111500 | 0.7269 | 0.4625 |
|
| 274 |
+
| 0.1098 | 22.4 | 112000 | 0.7641 | 0.4598 |
|
| 275 |
+
| 0.0948 | 22.5 | 112500 | 0.7282 | 0.4661 |
|
| 276 |
+
| 0.0992 | 22.6 | 113000 | 0.7139 | 0.4553 |
|
| 277 |
+
| 0.0981 | 22.7 | 113500 | 0.7077 | 0.4463 |
|
| 278 |
+
| 0.1043 | 22.8 | 114000 | 0.7212 | 0.4499 |
|
| 279 |
+
| 0.1011 | 22.9 | 114500 | 0.7715 | 0.4562 |
|
| 280 |
+
| 0.0985 | 23.0 | 115000 | 0.7267 | 0.4481 |
|
| 281 |
+
| 0.0974 | 23.1 | 115500 | 0.7402 | 0.4544 |
|
| 282 |
+
| 0.1033 | 23.2 | 116000 | 0.7250 | 0.4544 |
|
| 283 |
+
| 0.1017 | 23.3 | 116500 | 0.7024 | 0.4453 |
|
| 284 |
+
| 0.0927 | 23.4 | 117000 | 0.7253 | 0.4544 |
|
| 285 |
+
| 0.1018 | 23.5 | 117500 | 0.6821 | 0.4508 |
|
| 286 |
+
| 0.1003 | 23.6 | 118000 | 0.6959 | 0.4363 |
|
| 287 |
+
| 0.0944 | 23.7 | 118500 | 0.6819 | 0.4390 |
|
| 288 |
+
| 0.0992 | 23.8 | 119000 | 0.6669 | 0.4381 |
|
| 289 |
+
| 0.0989 | 23.9 | 119500 | 0.6828 | 0.4399 |
|
| 290 |
+
| 0.0987 | 24.0 | 120000 | 0.6838 | 0.4426 |
|
| 291 |
+
| 0.0869 | 24.1 | 120500 | 0.7015 | 0.4508 |
|
| 292 |
+
| 0.089 | 24.2 | 121000 | 0.7368 | 0.4435 |
|
| 293 |
+
| 0.093 | 24.3 | 121500 | 0.7181 | 0.4472 |
|
| 294 |
+
| 0.0983 | 24.4 | 122000 | 0.6981 | 0.4562 |
|
| 295 |
+
| 0.0911 | 24.5 | 122500 | 0.6657 | 0.4372 |
|
| 296 |
+
| 0.0909 | 24.6 | 123000 | 0.6780 | 0.4426 |
|
| 297 |
+
| 0.0938 | 24.7 | 123500 | 0.7264 | 0.4562 |
|
| 298 |
+
| 0.094 | 24.8 | 124000 | 0.7250 | 0.4571 |
|
| 299 |
+
| 0.0886 | 24.9 | 124500 | 0.6995 | 0.4390 |
|
| 300 |
+
| 0.0905 | 25.0 | 125000 | 0.7150 | 0.4526 |
|
| 301 |
+
| 0.0892 | 25.1 | 125500 | 0.6876 | 0.4463 |
|
| 302 |
+
| 0.0916 | 25.2 | 126000 | 0.7302 | 0.4426 |
|
| 303 |
+
| 0.102 | 25.3 | 126500 | 0.7096 | 0.4408 |
|
| 304 |
+
| 0.0795 | 25.4 | 127000 | 0.6986 | 0.4390 |
|
| 305 |
+
| 0.0825 | 25.5 | 127500 | 0.7036 | 0.4354 |
|
| 306 |
+
| 0.0929 | 25.6 | 128000 | 0.6972 | 0.4444 |
|
| 307 |
+
| 0.087 | 25.7 | 128500 | 0.7015 | 0.4345 |
|
| 308 |
+
| 0.0813 | 25.8 | 129000 | 0.7160 | 0.4219 |
|
| 309 |
+
| 0.086 | 25.9 | 129500 | 0.6937 | 0.4246 |
|
| 310 |
+
| 0.0892 | 26.0 | 130000 | 0.7008 | 0.4336 |
|
| 311 |
+
| 0.0835 | 26.1 | 130500 | 0.6912 | 0.4381 |
|
| 312 |
+
| 0.0824 | 26.2 | 131000 | 0.6651 | 0.4426 |
|
| 313 |
+
| 0.0739 | 26.3 | 131500 | 0.6822 | 0.4444 |
|
| 314 |
+
| 0.0832 | 26.4 | 132000 | 0.6586 | 0.4444 |
|
| 315 |
+
| 0.0745 | 26.5 | 132500 | 0.6691 | 0.4408 |
|
| 316 |
+
| 0.0758 | 26.6 | 133000 | 0.6920 | 0.4399 |
|
| 317 |
+
| 0.0765 | 26.7 | 133500 | 0.7072 | 0.4453 |
|
| 318 |
+
| 0.076 | 26.8 | 134000 | 0.6934 | 0.4408 |
|
| 319 |
+
| 0.0735 | 26.9 | 134500 | 0.6978 | 0.4453 |
|
| 320 |
+
| 0.0806 | 27.0 | 135000 | 0.7166 | 0.4426 |
|
| 321 |
+
| 0.0741 | 27.1 | 135500 | 0.7375 | 0.4499 |
|
| 322 |
+
| 0.0739 | 27.2 | 136000 | 0.7276 | 0.4372 |
|
| 323 |
+
| 0.0761 | 27.3 | 136500 | 0.7313 | 0.4354 |
|
| 324 |
+
| 0.0722 | 27.4 | 137000 | 0.7322 | 0.4336 |
|
| 325 |
+
| 0.0776 | 27.5 | 137500 | 0.7363 | 0.4408 |
|
| 326 |
+
| 0.0772 | 27.6 | 138000 | 0.7219 | 0.4363 |
|
| 327 |
+
| 0.0809 | 27.7 | 138500 | 0.7345 | 0.4300 |
|
| 328 |
+
| 0.0734 | 27.8 | 139000 | 0.7248 | 0.4291 |
|
| 329 |
+
| 0.0861 | 27.9 | 139500 | 0.7334 | 0.4363 |
|
| 330 |
+
| 0.0653 | 28.0 | 140000 | 0.7390 | 0.4327 |
|
| 331 |
+
| 0.0684 | 28.1 | 140500 | 0.7409 | 0.4273 |
|
| 332 |
+
| 0.0719 | 28.2 | 141000 | 0.7323 | 0.4345 |
|
| 333 |
+
| 0.0685 | 28.3 | 141500 | 0.7440 | 0.4300 |
|
| 334 |
+
| 0.0687 | 28.4 | 142000 | 0.7387 | 0.4282 |
|
| 335 |
+
| 0.061 | 28.5 | 142500 | 0.7459 | 0.4309 |
|
| 336 |
+
| 0.0725 | 28.6 | 143000 | 0.7324 | 0.4282 |
|
| 337 |
+
| 0.0727 | 28.7 | 143500 | 0.7350 | 0.4264 |
|
| 338 |
+
| 0.0724 | 28.8 | 144000 | 0.7225 | 0.4264 |
|
| 339 |
+
| 0.0713 | 28.9 | 144500 | 0.7239 | 0.4309 |
|
| 340 |
+
| 0.0709 | 29.0 | 145000 | 0.7135 | 0.4300 |
|
| 341 |
+
| 0.0668 | 29.1 | 145500 | 0.7119 | 0.4309 |
|
| 342 |
+
| 0.0706 | 29.2 | 146000 | 0.7158 | 0.4273 |
|
| 343 |
+
| 0.0669 | 29.3 | 146500 | 0.7153 | 0.4291 |
|
| 344 |
+
| 0.0679 | 29.4 | 147000 | 0.7174 | 0.4246 |
|
| 345 |
+
| 0.0699 | 29.5 | 147500 | 0.7197 | 0.4246 |
|
| 346 |
+
| 0.0676 | 29.6 | 148000 | 0.7146 | 0.4255 |
|
| 347 |
+
| 0.0799 | 29.7 | 148500 | 0.7125 | 0.4282 |
|
| 348 |
+
| 0.0685 | 29.8 | 149000 | 0.7128 | 0.4246 |
|
| 349 |
+
| 0.0683 | 29.9 | 149500 | 0.7133 | 0.4246 |
|
| 350 |
+
| 0.0716 | 30.0 | 150000 | 0.7140 | 0.4255 |
|
| 351 |
|
| 352 |
|
| 353 |
### Framework versions
|