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End of training

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@@ -15,9 +15,9 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.2992
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- - Qwk: 0.7258
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- - Mse: 0.2992
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  ## Model description
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@@ -48,168 +48,168 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
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  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|
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- | No log | 0.0308 | 2 | 1.0276 | 0.0665 | 1.0276 |
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- | No log | 0.0615 | 4 | 0.9293 | 0.1177 | 0.9293 |
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- | No log | 0.0923 | 6 | 0.7832 | 0.0241 | 0.7832 |
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- | No log | 0.1231 | 8 | 0.6663 | 0.0161 | 0.6663 |
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- | No log | 0.1538 | 10 | 0.6307 | 0.0241 | 0.6307 |
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- | No log | 0.1846 | 12 | 0.5701 | 0.1014 | 0.5701 |
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- | No log | 0.2154 | 14 | 0.4991 | 0.4079 | 0.4991 |
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- | No log | 0.2462 | 16 | 0.4273 | 0.5486 | 0.4273 |
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- | No log | 0.2769 | 18 | 0.4022 | 0.5321 | 0.4022 |
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- | No log | 0.3077 | 20 | 0.3966 | 0.6413 | 0.3966 |
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- | No log | 0.3385 | 22 | 0.5227 | 0.6444 | 0.5227 |
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- | No log | 0.3692 | 24 | 0.4855 | 0.6692 | 0.4855 |
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- | No log | 0.4 | 26 | 0.3955 | 0.6630 | 0.3955 |
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- | No log | 0.4308 | 28 | 0.3966 | 0.5347 | 0.3966 |
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- | No log | 0.4615 | 30 | 0.4307 | 0.4599 | 0.4307 |
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- | No log | 0.4923 | 32 | 0.3637 | 0.6161 | 0.3637 |
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- | No log | 0.5231 | 34 | 0.3716 | 0.6985 | 0.3716 |
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- | No log | 0.5538 | 36 | 0.3842 | 0.7156 | 0.3842 |
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- | No log | 0.5846 | 38 | 0.3839 | 0.7182 | 0.3839 |
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- | No log | 0.6154 | 40 | 0.3477 | 0.6031 | 0.3477 |
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- | No log | 0.6462 | 42 | 0.4262 | 0.4364 | 0.4262 |
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- | No log | 0.6769 | 44 | 0.4124 | 0.4421 | 0.4124 |
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- | No log | 0.7077 | 46 | 0.3300 | 0.6043 | 0.3300 |
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- | No log | 0.7385 | 48 | 0.4601 | 0.7276 | 0.4601 |
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- | No log | 0.7692 | 50 | 0.6376 | 0.6871 | 0.6376 |
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- | No log | 0.8 | 52 | 0.6180 | 0.6960 | 0.6180 |
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- | No log | 0.8308 | 54 | 0.4857 | 0.7444 | 0.4857 |
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- | No log | 0.8615 | 56 | 0.3287 | 0.7025 | 0.3287 |
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- | No log | 0.8923 | 58 | 0.3731 | 0.4640 | 0.3731 |
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- | No log | 0.9231 | 60 | 0.5024 | 0.3525 | 0.5024 |
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- | No log | 0.9538 | 62 | 0.4891 | 0.3568 | 0.4891 |
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- | No log | 0.9846 | 64 | 0.3614 | 0.4722 | 0.3614 |
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- | No log | 1.0154 | 66 | 0.3137 | 0.6882 | 0.3137 |
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- | No log | 1.0462 | 68 | 0.3903 | 0.7307 | 0.3903 |
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- | No log | 1.0769 | 70 | 0.4250 | 0.7329 | 0.4250 |
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- | No log | 1.1077 | 72 | 0.3480 | 0.7206 | 0.3480 |
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- | No log | 1.1385 | 74 | 0.2971 | 0.6901 | 0.2971 |
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- | No log | 1.1692 | 76 | 0.2990 | 0.7004 | 0.2990 |
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- | No log | 1.2 | 78 | 0.2937 | 0.6917 | 0.2937 |
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- | No log | 1.2308 | 80 | 0.2901 | 0.6821 | 0.2901 |
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- | No log | 1.2615 | 82 | 0.2923 | 0.7037 | 0.2923 |
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- | No log | 1.2923 | 84 | 0.2917 | 0.6993 | 0.2917 |
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- | No log | 1.3231 | 86 | 0.2857 | 0.7115 | 0.2857 |
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- | No log | 1.3538 | 88 | 0.2909 | 0.7135 | 0.2909 |
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- | No log | 1.3846 | 90 | 0.3184 | 0.7320 | 0.3184 |
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- | No log | 1.4154 | 92 | 0.3342 | 0.7282 | 0.3342 |
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- | No log | 1.4462 | 94 | 0.3261 | 0.7234 | 0.3261 |
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- | No log | 1.4769 | 96 | 0.3359 | 0.7367 | 0.3359 |
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- | No log | 1.5077 | 98 | 0.2872 | 0.7288 | 0.2872 |
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- | No log | 1.5385 | 100 | 0.2809 | 0.7204 | 0.2809 |
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- | No log | 1.5692 | 102 | 0.3048 | 0.7323 | 0.3048 |
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- | No log | 1.6 | 104 | 0.3062 | 0.7284 | 0.3062 |
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- | No log | 1.6308 | 106 | 0.2884 | 0.7229 | 0.2884 |
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- | No log | 1.6615 | 108 | 0.2764 | 0.6643 | 0.2764 |
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- | No log | 1.6923 | 110 | 0.2807 | 0.6692 | 0.2807 |
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- | No log | 1.7231 | 112 | 0.2827 | 0.6836 | 0.2827 |
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- | No log | 1.7538 | 114 | 0.3054 | 0.7179 | 0.3054 |
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- | No log | 1.7846 | 116 | 0.3256 | 0.7319 | 0.3256 |
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- | No log | 1.8154 | 118 | 0.3163 | 0.7239 | 0.3163 |
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- | No log | 1.8462 | 120 | 0.3136 | 0.7220 | 0.3136 |
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- | No log | 1.8769 | 122 | 0.3186 | 0.7171 | 0.3186 |
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- | No log | 1.9077 | 124 | 0.3108 | 0.7169 | 0.3108 |
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- | No log | 1.9385 | 126 | 0.2982 | 0.6812 | 0.2982 |
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- | No log | 1.9692 | 128 | 0.3057 | 0.7001 | 0.3057 |
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- | No log | 2.0 | 130 | 0.3031 | 0.6992 | 0.3031 |
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- | No log | 2.0308 | 132 | 0.3032 | 0.7012 | 0.3032 |
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- | No log | 2.0615 | 134 | 0.2876 | 0.6800 | 0.2876 |
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- | No log | 2.0923 | 136 | 0.2840 | 0.6640 | 0.2840 |
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- | No log | 2.1231 | 138 | 0.2822 | 0.6786 | 0.2822 |
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- | No log | 2.1538 | 140 | 0.2873 | 0.6985 | 0.2873 |
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- | No log | 2.1846 | 142 | 0.2861 | 0.6966 | 0.2861 |
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- | No log | 2.2154 | 144 | 0.2854 | 0.6909 | 0.2854 |
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- | No log | 2.2462 | 146 | 0.2799 | 0.6786 | 0.2799 |
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- | No log | 2.2769 | 148 | 0.2829 | 0.6736 | 0.2829 |
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- | No log | 2.3077 | 150 | 0.3049 | 0.7092 | 0.3049 |
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- | No log | 2.3385 | 152 | 0.3022 | 0.7033 | 0.3022 |
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- | No log | 2.3692 | 154 | 0.2985 | 0.6977 | 0.2985 |
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- | No log | 2.4 | 156 | 0.3022 | 0.7005 | 0.3022 |
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- | No log | 2.4308 | 158 | 0.3204 | 0.7209 | 0.3204 |
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- | No log | 2.4615 | 160 | 0.3059 | 0.7139 | 0.3059 |
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- | No log | 2.4923 | 162 | 0.3030 | 0.7122 | 0.3030 |
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- | No log | 2.5231 | 164 | 0.3080 | 0.7230 | 0.3080 |
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- | No log | 2.5538 | 166 | 0.2930 | 0.7033 | 0.2930 |
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- | No log | 2.5846 | 168 | 0.3022 | 0.7118 | 0.3022 |
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- | No log | 2.6154 | 170 | 0.3075 | 0.7268 | 0.3075 |
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- | No log | 2.6462 | 172 | 0.3523 | 0.7358 | 0.3523 |
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- | No log | 2.6769 | 174 | 0.3959 | 0.7533 | 0.3959 |
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- | No log | 2.7077 | 176 | 0.3447 | 0.7358 | 0.3447 |
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- | No log | 2.7385 | 178 | 0.3155 | 0.7346 | 0.3155 |
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- | No log | 2.7692 | 180 | 0.2951 | 0.7189 | 0.2951 |
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- | No log | 2.8 | 182 | 0.2935 | 0.7253 | 0.2935 |
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- | No log | 2.8308 | 184 | 0.3087 | 0.7327 | 0.3087 |
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- | No log | 2.8615 | 186 | 0.3224 | 0.7378 | 0.3224 |
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- | No log | 2.8923 | 188 | 0.3012 | 0.7246 | 0.3012 |
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- | No log | 2.9231 | 190 | 0.2909 | 0.7099 | 0.2909 |
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- | No log | 2.9538 | 192 | 0.2903 | 0.6997 | 0.2903 |
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- | No log | 2.9846 | 194 | 0.2956 | 0.7119 | 0.2956 |
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- | No log | 3.0154 | 196 | 0.2927 | 0.7060 | 0.2927 |
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- | No log | 3.0462 | 198 | 0.3005 | 0.7059 | 0.3005 |
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- | No log | 3.0769 | 200 | 0.3207 | 0.7239 | 0.3207 |
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- | No log | 3.1077 | 202 | 0.3024 | 0.7004 | 0.3024 |
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- | No log | 3.1385 | 204 | 0.2914 | 0.6803 | 0.2914 |
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- | No log | 3.1692 | 206 | 0.2928 | 0.6730 | 0.2928 |
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- | No log | 3.2 | 208 | 0.2963 | 0.7013 | 0.2963 |
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- | No log | 3.2308 | 210 | 0.3207 | 0.7142 | 0.3207 |
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- | No log | 3.2615 | 212 | 0.3400 | 0.7201 | 0.3400 |
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- | No log | 3.2923 | 214 | 0.3369 | 0.7220 | 0.3369 |
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- | No log | 3.3231 | 216 | 0.3197 | 0.7024 | 0.3197 |
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- | No log | 3.3538 | 218 | 0.3253 | 0.7209 | 0.3253 |
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- | No log | 3.3846 | 220 | 0.3288 | 0.7259 | 0.3288 |
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- | No log | 3.4154 | 222 | 0.3110 | 0.7034 | 0.3110 |
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- | No log | 3.4462 | 224 | 0.3014 | 0.6967 | 0.3014 |
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- | No log | 3.4769 | 226 | 0.2914 | 0.7023 | 0.2914 |
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- | No log | 3.5077 | 228 | 0.2854 | 0.6876 | 0.2854 |
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- | No log | 3.5385 | 230 | 0.2897 | 0.7071 | 0.2897 |
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- | No log | 3.5692 | 232 | 0.3104 | 0.7171 | 0.3104 |
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- | No log | 3.6 | 234 | 0.3123 | 0.7238 | 0.3123 |
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- | No log | 3.6308 | 236 | 0.2923 | 0.7131 | 0.2923 |
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- | No log | 3.6615 | 238 | 0.2836 | 0.7009 | 0.2836 |
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- | No log | 3.6923 | 240 | 0.2840 | 0.7029 | 0.2840 |
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- | No log | 3.7231 | 242 | 0.3001 | 0.7123 | 0.3001 |
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- | No log | 3.7538 | 244 | 0.3067 | 0.7202 | 0.3067 |
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- | No log | 3.7846 | 246 | 0.2967 | 0.7044 | 0.2967 |
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- | No log | 3.8154 | 248 | 0.2856 | 0.7039 | 0.2856 |
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- | No log | 3.8462 | 250 | 0.2882 | 0.6993 | 0.2882 |
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- | No log | 3.8769 | 252 | 0.2897 | 0.7041 | 0.2897 |
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- | No log | 3.9077 | 254 | 0.2964 | 0.7048 | 0.2964 |
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- | No log | 3.9385 | 256 | 0.3022 | 0.7143 | 0.3022 |
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- | No log | 3.9692 | 258 | 0.3176 | 0.7337 | 0.3176 |
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- | No log | 4.0 | 260 | 0.3224 | 0.7396 | 0.3224 |
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- | No log | 4.0308 | 262 | 0.3327 | 0.7342 | 0.3327 |
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- | No log | 4.0615 | 264 | 0.3267 | 0.7360 | 0.3267 |
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- | No log | 4.0923 | 266 | 0.3076 | 0.7205 | 0.3076 |
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- | No log | 4.1231 | 268 | 0.2973 | 0.7167 | 0.2973 |
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- | No log | 4.1538 | 270 | 0.2894 | 0.7066 | 0.2894 |
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- | No log | 4.1846 | 272 | 0.2894 | 0.7045 | 0.2894 |
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- | No log | 4.2154 | 274 | 0.3009 | 0.7202 | 0.3009 |
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- | No log | 4.2462 | 276 | 0.3106 | 0.7240 | 0.3106 |
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- | No log | 4.2769 | 278 | 0.3113 | 0.7191 | 0.3113 |
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- | No log | 4.3077 | 280 | 0.2996 | 0.7192 | 0.2996 |
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- | No log | 4.3385 | 282 | 0.2902 | 0.7056 | 0.2902 |
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- | No log | 4.3692 | 284 | 0.2929 | 0.7047 | 0.2929 |
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- | No log | 4.4 | 286 | 0.2989 | 0.7123 | 0.2989 |
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- | No log | 4.4308 | 288 | 0.2990 | 0.7123 | 0.2990 |
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- | No log | 4.4615 | 290 | 0.3011 | 0.7113 | 0.3011 |
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- | No log | 4.4923 | 292 | 0.2963 | 0.7057 | 0.2963 |
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- | No log | 4.5231 | 294 | 0.2961 | 0.7105 | 0.2961 |
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- | No log | 4.5538 | 296 | 0.3008 | 0.7116 | 0.3008 |
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- | No log | 4.5846 | 298 | 0.3088 | 0.7287 | 0.3088 |
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- | No log | 4.6154 | 300 | 0.3108 | 0.7307 | 0.3108 |
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- | No log | 4.6462 | 302 | 0.3092 | 0.7278 | 0.3092 |
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- | No log | 4.6769 | 304 | 0.3091 | 0.7306 | 0.3091 |
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- | No log | 4.7077 | 306 | 0.3130 | 0.7308 | 0.3130 |
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- | No log | 4.7385 | 308 | 0.3133 | 0.7308 | 0.3133 |
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- | No log | 4.7692 | 310 | 0.3078 | 0.7325 | 0.3078 |
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- | No log | 4.8 | 312 | 0.3039 | 0.7325 | 0.3039 |
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- | No log | 4.8308 | 314 | 0.3022 | 0.7315 | 0.3022 |
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- | No log | 4.8615 | 316 | 0.3012 | 0.7315 | 0.3012 |
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- | No log | 4.8923 | 318 | 0.3009 | 0.7315 | 0.3009 |
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- | No log | 4.9231 | 320 | 0.3008 | 0.7315 | 0.3008 |
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- | No log | 4.9538 | 322 | 0.2996 | 0.7296 | 0.2996 |
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- | No log | 4.9846 | 324 | 0.2992 | 0.7258 | 0.2992 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2935
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+ - Qwk: 0.6969
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+ - Mse: 0.2933
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
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  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|
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+ | No log | 0.0308 | 2 | 1.4854 | 0.0 | 1.4830 |
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+ | No log | 0.0615 | 4 | 1.1545 | 0.0 | 1.1527 |
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+ | No log | 0.0923 | 6 | 1.0353 | 0.1047 | 1.0337 |
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+ | No log | 0.1231 | 8 | 0.8265 | 0.0080 | 0.8256 |
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+ | No log | 0.1538 | 10 | 0.7134 | 0.0080 | 0.7131 |
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+ | No log | 0.1846 | 12 | 0.7006 | 0.0080 | 0.7006 |
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+ | No log | 0.2154 | 14 | 0.6698 | 0.0160 | 0.6697 |
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+ | No log | 0.2462 | 16 | 0.6591 | 0.0261 | 0.6587 |
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+ | No log | 0.2769 | 18 | 0.6070 | 0.0608 | 0.6065 |
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+ | No log | 0.3077 | 20 | 0.5114 | 0.3209 | 0.5113 |
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+ | No log | 0.3385 | 22 | 0.5089 | 0.5441 | 0.5090 |
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+ | No log | 0.3692 | 24 | 0.4664 | 0.5828 | 0.4664 |
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+ | No log | 0.4 | 26 | 0.4133 | 0.5528 | 0.4130 |
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+ | No log | 0.4308 | 28 | 0.3954 | 0.5784 | 0.3950 |
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+ | No log | 0.4615 | 30 | 0.4077 | 0.4964 | 0.4068 |
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+ | No log | 0.4923 | 32 | 0.4400 | 0.4461 | 0.4389 |
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+ | No log | 0.5231 | 34 | 0.3693 | 0.5871 | 0.3685 |
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+ | No log | 0.5538 | 36 | 0.4165 | 0.6417 | 0.4162 |
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+ | No log | 0.5846 | 38 | 0.4393 | 0.6482 | 0.4390 |
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+ | No log | 0.6154 | 40 | 0.3674 | 0.6179 | 0.3668 |
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+ | No log | 0.6462 | 42 | 0.4456 | 0.3881 | 0.4447 |
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+ | No log | 0.6769 | 44 | 0.5274 | 0.3133 | 0.5263 |
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+ | No log | 0.7077 | 46 | 0.4872 | 0.3225 | 0.4863 |
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+ | No log | 0.7385 | 48 | 0.4269 | 0.3624 | 0.4263 |
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+ | No log | 0.7692 | 50 | 0.4285 | 0.4215 | 0.4281 |
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+ | No log | 0.8 | 52 | 0.4577 | 0.6590 | 0.4574 |
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+ | No log | 0.8308 | 54 | 0.4957 | 0.6612 | 0.4955 |
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+ | No log | 0.8615 | 56 | 0.4681 | 0.6717 | 0.4679 |
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+ | No log | 0.8923 | 58 | 0.3478 | 0.6613 | 0.3475 |
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+ | No log | 0.9231 | 60 | 0.3521 | 0.5242 | 0.3515 |
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+ | No log | 0.9538 | 62 | 0.4063 | 0.4490 | 0.4055 |
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+ | No log | 0.9846 | 64 | 0.3644 | 0.5015 | 0.3637 |
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+ | No log | 1.0154 | 66 | 0.3224 | 0.6241 | 0.3220 |
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+ | No log | 1.0462 | 68 | 0.3547 | 0.6701 | 0.3545 |
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+ | No log | 1.0769 | 70 | 0.3713 | 0.6762 | 0.3711 |
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+ | No log | 1.1077 | 72 | 0.3302 | 0.6574 | 0.3299 |
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+ | No log | 1.1385 | 74 | 0.3111 | 0.6304 | 0.3107 |
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+ | No log | 1.1692 | 76 | 0.3082 | 0.6457 | 0.3078 |
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+ | No log | 1.2 | 78 | 0.3058 | 0.6367 | 0.3054 |
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+ | No log | 1.2308 | 80 | 0.3031 | 0.6176 | 0.3026 |
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+ | No log | 1.2615 | 82 | 0.3044 | 0.6173 | 0.3039 |
92
+ | No log | 1.2923 | 84 | 0.2976 | 0.6220 | 0.2971 |
93
+ | No log | 1.3231 | 86 | 0.3050 | 0.6457 | 0.3047 |
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+ | No log | 1.3538 | 88 | 0.3121 | 0.6704 | 0.3118 |
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+ | No log | 1.3846 | 90 | 0.2957 | 0.6403 | 0.2953 |
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+ | No log | 1.4154 | 92 | 0.2961 | 0.6064 | 0.2957 |
97
+ | No log | 1.4462 | 94 | 0.2995 | 0.5934 | 0.2991 |
98
+ | No log | 1.4769 | 96 | 0.2915 | 0.6499 | 0.2912 |
99
+ | No log | 1.5077 | 98 | 0.3321 | 0.6978 | 0.3319 |
100
+ | No log | 1.5385 | 100 | 0.4077 | 0.7087 | 0.4078 |
101
+ | No log | 1.5692 | 102 | 0.3793 | 0.7102 | 0.3793 |
102
+ | No log | 1.6 | 104 | 0.3049 | 0.6918 | 0.3048 |
103
+ | No log | 1.6308 | 106 | 0.2953 | 0.6376 | 0.2950 |
104
+ | No log | 1.6615 | 108 | 0.3054 | 0.6513 | 0.3052 |
105
+ | No log | 1.6923 | 110 | 0.3162 | 0.6674 | 0.3160 |
106
+ | No log | 1.7231 | 112 | 0.3023 | 0.6294 | 0.3020 |
107
+ | No log | 1.7538 | 114 | 0.3041 | 0.6641 | 0.3038 |
108
+ | No log | 1.7846 | 116 | 0.3123 | 0.6912 | 0.3120 |
109
+ | No log | 1.8154 | 118 | 0.3106 | 0.6878 | 0.3103 |
110
+ | No log | 1.8462 | 120 | 0.3049 | 0.6864 | 0.3046 |
111
+ | No log | 1.8769 | 122 | 0.3027 | 0.6772 | 0.3024 |
112
+ | No log | 1.9077 | 124 | 0.2932 | 0.6741 | 0.2928 |
113
+ | No log | 1.9385 | 126 | 0.3010 | 0.6824 | 0.3006 |
114
+ | No log | 1.9692 | 128 | 0.3298 | 0.6837 | 0.3295 |
115
+ | No log | 2.0 | 130 | 0.3293 | 0.6857 | 0.3290 |
116
+ | No log | 2.0308 | 132 | 0.3017 | 0.6529 | 0.3013 |
117
+ | No log | 2.0615 | 134 | 0.3023 | 0.5797 | 0.3017 |
118
+ | No log | 2.0923 | 136 | 0.3035 | 0.5761 | 0.3029 |
119
+ | No log | 2.1231 | 138 | 0.2916 | 0.6173 | 0.2912 |
120
+ | No log | 2.1538 | 140 | 0.3012 | 0.6787 | 0.3009 |
121
+ | No log | 2.1846 | 142 | 0.2960 | 0.6767 | 0.2957 |
122
+ | No log | 2.2154 | 144 | 0.2858 | 0.6631 | 0.2855 |
123
+ | No log | 2.2462 | 146 | 0.2807 | 0.6614 | 0.2804 |
124
+ | No log | 2.2769 | 148 | 0.2860 | 0.6577 | 0.2857 |
125
+ | No log | 2.3077 | 150 | 0.2929 | 0.6777 | 0.2927 |
126
+ | No log | 2.3385 | 152 | 0.2800 | 0.6558 | 0.2797 |
127
+ | No log | 2.3692 | 154 | 0.2830 | 0.6594 | 0.2828 |
128
+ | No log | 2.4 | 156 | 0.2810 | 0.6588 | 0.2808 |
129
+ | No log | 2.4308 | 158 | 0.2975 | 0.6841 | 0.2974 |
130
+ | No log | 2.4615 | 160 | 0.3103 | 0.6994 | 0.3102 |
131
+ | No log | 2.4923 | 162 | 0.2931 | 0.6883 | 0.2930 |
132
+ | No log | 2.5231 | 164 | 0.2755 | 0.6602 | 0.2753 |
133
+ | No log | 2.5538 | 166 | 0.2733 | 0.6434 | 0.2731 |
134
+ | No log | 2.5846 | 168 | 0.2833 | 0.6803 | 0.2831 |
135
+ | No log | 2.6154 | 170 | 0.3004 | 0.7083 | 0.3003 |
136
+ | No log | 2.6462 | 172 | 0.3652 | 0.7356 | 0.3652 |
137
+ | No log | 2.6769 | 174 | 0.4676 | 0.7614 | 0.4677 |
138
+ | No log | 2.7077 | 176 | 0.4272 | 0.7588 | 0.4272 |
139
+ | No log | 2.7385 | 178 | 0.3219 | 0.7219 | 0.3218 |
140
+ | No log | 2.7692 | 180 | 0.2715 | 0.6607 | 0.2712 |
141
+ | No log | 2.8 | 182 | 0.2737 | 0.6189 | 0.2733 |
142
+ | No log | 2.8308 | 184 | 0.2726 | 0.6522 | 0.2723 |
143
+ | No log | 2.8615 | 186 | 0.3011 | 0.7039 | 0.3009 |
144
+ | No log | 2.8923 | 188 | 0.3333 | 0.7262 | 0.3332 |
145
+ | No log | 2.9231 | 190 | 0.3351 | 0.7226 | 0.3350 |
146
+ | No log | 2.9538 | 192 | 0.2959 | 0.6960 | 0.2957 |
147
+ | No log | 2.9846 | 194 | 0.2766 | 0.6285 | 0.2762 |
148
+ | No log | 3.0154 | 196 | 0.2932 | 0.5847 | 0.2927 |
149
+ | No log | 3.0462 | 198 | 0.2860 | 0.5958 | 0.2855 |
150
+ | No log | 3.0769 | 200 | 0.2763 | 0.6459 | 0.2759 |
151
+ | No log | 3.1077 | 202 | 0.2817 | 0.6746 | 0.2814 |
152
+ | No log | 3.1385 | 204 | 0.2909 | 0.6957 | 0.2906 |
153
+ | No log | 3.1692 | 206 | 0.2919 | 0.6968 | 0.2916 |
154
+ | No log | 3.2 | 208 | 0.2818 | 0.6554 | 0.2815 |
155
+ | No log | 3.2308 | 210 | 0.2849 | 0.6224 | 0.2845 |
156
+ | No log | 3.2615 | 212 | 0.2951 | 0.5993 | 0.2946 |
157
+ | No log | 3.2923 | 214 | 0.2859 | 0.6233 | 0.2855 |
158
+ | No log | 3.3231 | 216 | 0.2858 | 0.6721 | 0.2855 |
159
+ | No log | 3.3538 | 218 | 0.3363 | 0.7036 | 0.3361 |
160
+ | No log | 3.3846 | 220 | 0.4129 | 0.7291 | 0.4128 |
161
+ | No log | 3.4154 | 222 | 0.4321 | 0.7289 | 0.4320 |
162
+ | No log | 3.4462 | 224 | 0.3973 | 0.7335 | 0.3972 |
163
+ | No log | 3.4769 | 226 | 0.3306 | 0.7122 | 0.3304 |
164
+ | No log | 3.5077 | 228 | 0.2865 | 0.6763 | 0.2862 |
165
+ | No log | 3.5385 | 230 | 0.2814 | 0.6373 | 0.2810 |
166
+ | No log | 3.5692 | 232 | 0.2811 | 0.6373 | 0.2808 |
167
+ | No log | 3.6 | 234 | 0.2820 | 0.6554 | 0.2816 |
168
+ | No log | 3.6308 | 236 | 0.2812 | 0.6459 | 0.2809 |
169
+ | No log | 3.6615 | 238 | 0.2822 | 0.6583 | 0.2819 |
170
+ | No log | 3.6923 | 240 | 0.2855 | 0.6661 | 0.2852 |
171
+ | No log | 3.7231 | 242 | 0.2927 | 0.6832 | 0.2924 |
172
+ | No log | 3.7538 | 244 | 0.2929 | 0.6807 | 0.2926 |
173
+ | No log | 3.7846 | 246 | 0.2926 | 0.6807 | 0.2924 |
174
+ | No log | 3.8154 | 248 | 0.2922 | 0.6812 | 0.2919 |
175
+ | No log | 3.8462 | 250 | 0.2938 | 0.6842 | 0.2935 |
176
+ | No log | 3.8769 | 252 | 0.2859 | 0.6709 | 0.2857 |
177
+ | No log | 3.9077 | 254 | 0.2817 | 0.6562 | 0.2815 |
178
+ | No log | 3.9385 | 256 | 0.2816 | 0.6372 | 0.2814 |
179
+ | No log | 3.9692 | 258 | 0.2824 | 0.6621 | 0.2821 |
180
+ | No log | 4.0 | 260 | 0.2910 | 0.6803 | 0.2908 |
181
+ | No log | 4.0308 | 262 | 0.3234 | 0.7267 | 0.3232 |
182
+ | No log | 4.0615 | 264 | 0.3467 | 0.7501 | 0.3465 |
183
+ | No log | 4.0923 | 266 | 0.3459 | 0.7528 | 0.3457 |
184
+ | No log | 4.1231 | 268 | 0.3338 | 0.7411 | 0.3336 |
185
+ | No log | 4.1538 | 270 | 0.3105 | 0.7108 | 0.3103 |
186
+ | No log | 4.1846 | 272 | 0.2960 | 0.6983 | 0.2958 |
187
+ | No log | 4.2154 | 274 | 0.2861 | 0.6827 | 0.2859 |
188
+ | No log | 4.2462 | 276 | 0.2789 | 0.6555 | 0.2787 |
189
+ | No log | 4.2769 | 278 | 0.2773 | 0.6550 | 0.2771 |
190
+ | No log | 4.3077 | 280 | 0.2781 | 0.6514 | 0.2779 |
191
+ | No log | 4.3385 | 282 | 0.2856 | 0.6833 | 0.2854 |
192
+ | No log | 4.3692 | 284 | 0.3094 | 0.7113 | 0.3093 |
193
+ | No log | 4.4 | 286 | 0.3352 | 0.7320 | 0.3350 |
194
+ | No log | 4.4308 | 288 | 0.3420 | 0.7373 | 0.3418 |
195
+ | No log | 4.4615 | 290 | 0.3342 | 0.7338 | 0.3340 |
196
+ | No log | 4.4923 | 292 | 0.3181 | 0.7229 | 0.3179 |
197
+ | No log | 4.5231 | 294 | 0.3053 | 0.7026 | 0.3052 |
198
+ | No log | 4.5538 | 296 | 0.3018 | 0.6940 | 0.3016 |
199
+ | No log | 4.5846 | 298 | 0.3028 | 0.6951 | 0.3026 |
200
+ | No log | 4.6154 | 300 | 0.2999 | 0.6951 | 0.2997 |
201
+ | No log | 4.6462 | 302 | 0.2983 | 0.6969 | 0.2981 |
202
+ | No log | 4.6769 | 304 | 0.2955 | 0.6969 | 0.2953 |
203
+ | No log | 4.7077 | 306 | 0.2960 | 0.6969 | 0.2958 |
204
+ | No log | 4.7385 | 308 | 0.2976 | 0.6969 | 0.2974 |
205
+ | No log | 4.7692 | 310 | 0.2946 | 0.6969 | 0.2945 |
206
+ | No log | 4.8 | 312 | 0.2913 | 0.6951 | 0.2911 |
207
+ | No log | 4.8308 | 314 | 0.2903 | 0.6940 | 0.2901 |
208
+ | No log | 4.8615 | 316 | 0.2897 | 0.6940 | 0.2895 |
209
+ | No log | 4.8923 | 318 | 0.2910 | 0.6940 | 0.2908 |
210
+ | No log | 4.9231 | 320 | 0.2927 | 0.6969 | 0.2925 |
211
+ | No log | 4.9538 | 322 | 0.2931 | 0.6969 | 0.2929 |
212
+ | No log | 4.9846 | 324 | 0.2935 | 0.6969 | 0.2933 |
213
 
214
 
215
  ### Framework versions