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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_holistic

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bert
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_grammar
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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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- # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_grammar
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7020
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- - Qwk: 0.5776
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- - Mse: 0.7020
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- - Rmse: 0.8379
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  ## Model description
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@@ -47,277 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0202 | 2 | 4.2066 | 0.0038 | 4.2066 | 2.0510 |
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- | No log | 0.0404 | 4 | 3.2857 | 0.0288 | 3.2857 | 1.8126 |
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- | No log | 0.0606 | 6 | 2.0350 | 0.0648 | 2.0350 | 1.4265 |
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- | No log | 0.0808 | 8 | 0.9950 | 0.1410 | 0.9950 | 0.9975 |
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- | No log | 0.1010 | 10 | 0.9184 | 0.0766 | 0.9184 | 0.9583 |
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- | No log | 0.1212 | 12 | 0.9905 | 0.0522 | 0.9905 | 0.9952 |
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- | No log | 0.1414 | 14 | 0.9266 | 0.0275 | 0.9266 | 0.9626 |
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- | No log | 0.1616 | 16 | 0.8571 | 0.0562 | 0.8571 | 0.9258 |
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- | No log | 0.1818 | 18 | 0.7856 | 0.2371 | 0.7856 | 0.8863 |
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- | No log | 0.2020 | 20 | 0.7807 | 0.4035 | 0.7807 | 0.8836 |
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- | No log | 0.2222 | 22 | 0.7716 | 0.4214 | 0.7716 | 0.8784 |
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- | No log | 0.2424 | 24 | 0.7313 | 0.4080 | 0.7313 | 0.8551 |
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- | No log | 0.2626 | 26 | 0.7380 | 0.2240 | 0.7380 | 0.8591 |
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- | No log | 0.2828 | 28 | 0.7991 | 0.1854 | 0.7991 | 0.8939 |
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- | No log | 0.3030 | 30 | 0.7612 | 0.2355 | 0.7612 | 0.8725 |
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- | No log | 0.3232 | 32 | 0.6563 | 0.3694 | 0.6563 | 0.8101 |
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- | No log | 0.3434 | 34 | 0.6203 | 0.4564 | 0.6203 | 0.7876 |
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- | No log | 0.3636 | 36 | 0.6120 | 0.4261 | 0.6120 | 0.7823 |
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- | No log | 0.3838 | 38 | 0.6648 | 0.3893 | 0.6648 | 0.8154 |
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- | No log | 0.4040 | 40 | 0.7147 | 0.3300 | 0.7147 | 0.8454 |
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- | No log | 0.4242 | 42 | 0.7589 | 0.3849 | 0.7589 | 0.8712 |
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- | No log | 0.4444 | 44 | 0.7400 | 0.4386 | 0.7400 | 0.8603 |
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- | No log | 0.4646 | 46 | 0.7547 | 0.4505 | 0.7547 | 0.8687 |
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- | No log | 0.4848 | 48 | 0.6243 | 0.4781 | 0.6243 | 0.7901 |
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- | No log | 0.5051 | 50 | 0.5571 | 0.5465 | 0.5571 | 0.7464 |
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- | No log | 0.5253 | 52 | 0.5483 | 0.5050 | 0.5483 | 0.7404 |
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- | No log | 0.5455 | 54 | 0.5732 | 0.4436 | 0.5732 | 0.7571 |
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- | No log | 0.5657 | 56 | 0.6846 | 0.3726 | 0.6846 | 0.8274 |
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- | No log | 0.5859 | 58 | 0.7354 | 0.2884 | 0.7354 | 0.8576 |
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- | No log | 0.6061 | 60 | 0.7393 | 0.2819 | 0.7393 | 0.8598 |
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- | No log | 0.6263 | 62 | 0.7009 | 0.2671 | 0.7009 | 0.8372 |
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- | No log | 0.6465 | 64 | 0.6829 | 0.2664 | 0.6829 | 0.8264 |
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- | No log | 0.6667 | 66 | 0.6413 | 0.3386 | 0.6413 | 0.8008 |
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- | No log | 0.6869 | 68 | 0.6192 | 0.3976 | 0.6192 | 0.7869 |
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- | No log | 0.7071 | 70 | 0.6957 | 0.4284 | 0.6957 | 0.8341 |
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- | No log | 0.7273 | 72 | 0.7624 | 0.4444 | 0.7624 | 0.8732 |
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- | No log | 0.7475 | 74 | 0.7196 | 0.4976 | 0.7196 | 0.8483 |
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- | No log | 0.7677 | 76 | 0.6587 | 0.5412 | 0.6587 | 0.8116 |
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- | No log | 0.7879 | 78 | 0.5828 | 0.5778 | 0.5828 | 0.7634 |
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- | No log | 0.8081 | 80 | 0.5187 | 0.5728 | 0.5187 | 0.7202 |
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- | No log | 0.8283 | 82 | 0.4990 | 0.5873 | 0.4990 | 0.7064 |
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- | No log | 0.8485 | 84 | 0.5424 | 0.5804 | 0.5424 | 0.7365 |
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- | No log | 0.8687 | 86 | 0.5306 | 0.6152 | 0.5306 | 0.7284 |
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- | No log | 0.8889 | 88 | 0.5059 | 0.6329 | 0.5059 | 0.7113 |
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- | No log | 0.9091 | 90 | 0.5636 | 0.5765 | 0.5636 | 0.7508 |
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- | No log | 0.9293 | 92 | 0.6334 | 0.4352 | 0.6334 | 0.7959 |
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- | No log | 0.9495 | 94 | 0.6473 | 0.4051 | 0.6473 | 0.8045 |
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- | No log | 0.9697 | 96 | 0.6179 | 0.4591 | 0.6179 | 0.7861 |
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- | No log | 0.9899 | 98 | 0.6062 | 0.5154 | 0.6062 | 0.7786 |
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- | No log | 1.0101 | 100 | 0.5195 | 0.5603 | 0.5195 | 0.7208 |
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- | No log | 1.0303 | 102 | 0.5444 | 0.6026 | 0.5444 | 0.7378 |
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- | No log | 1.0505 | 104 | 0.6167 | 0.5782 | 0.6167 | 0.7853 |
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- | No log | 1.0707 | 106 | 0.6387 | 0.5454 | 0.6387 | 0.7992 |
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- | No log | 1.0909 | 108 | 0.6018 | 0.5139 | 0.6018 | 0.7758 |
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- | No log | 1.1111 | 110 | 0.6058 | 0.5100 | 0.6058 | 0.7783 |
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- | No log | 1.1313 | 112 | 0.6145 | 0.5171 | 0.6145 | 0.7839 |
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- | No log | 1.1515 | 114 | 0.5663 | 0.5897 | 0.5663 | 0.7525 |
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- | No log | 1.1717 | 116 | 0.5918 | 0.6043 | 0.5918 | 0.7693 |
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- | No log | 1.1919 | 118 | 0.5579 | 0.6265 | 0.5579 | 0.7469 |
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- | No log | 1.2121 | 120 | 0.5488 | 0.6271 | 0.5488 | 0.7408 |
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- | No log | 1.2323 | 122 | 0.5306 | 0.5846 | 0.5306 | 0.7284 |
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- | No log | 1.2525 | 124 | 0.5882 | 0.5149 | 0.5882 | 0.7669 |
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- | No log | 1.2727 | 126 | 0.6887 | 0.3758 | 0.6887 | 0.8299 |
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- | No log | 1.2929 | 128 | 0.7031 | 0.3342 | 0.7031 | 0.8385 |
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- | No log | 1.3131 | 130 | 0.6847 | 0.3359 | 0.6847 | 0.8275 |
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- | No log | 1.3333 | 132 | 0.6488 | 0.4184 | 0.6488 | 0.8055 |
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- | No log | 1.3535 | 134 | 0.6094 | 0.4793 | 0.6094 | 0.7807 |
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- | No log | 1.3737 | 136 | 0.6229 | 0.5115 | 0.6229 | 0.7893 |
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- | No log | 1.3939 | 138 | 0.5725 | 0.5374 | 0.5725 | 0.7566 |
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- | No log | 1.4141 | 140 | 0.5884 | 0.5436 | 0.5884 | 0.7671 |
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- | No log | 1.4343 | 142 | 0.5793 | 0.5602 | 0.5793 | 0.7611 |
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- | No log | 1.4545 | 144 | 0.6110 | 0.5772 | 0.6110 | 0.7817 |
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- | No log | 1.4747 | 146 | 0.6035 | 0.5849 | 0.6035 | 0.7769 |
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- | No log | 1.4949 | 148 | 0.5221 | 0.5972 | 0.5221 | 0.7226 |
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- | No log | 1.5152 | 150 | 0.5574 | 0.5888 | 0.5574 | 0.7466 |
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- | No log | 1.5354 | 152 | 0.6931 | 0.4962 | 0.6931 | 0.8325 |
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- | No log | 1.5556 | 154 | 0.8766 | 0.3737 | 0.8766 | 0.9363 |
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- | No log | 1.5758 | 156 | 0.9278 | 0.3457 | 0.9278 | 0.9632 |
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- | No log | 1.5960 | 158 | 0.8315 | 0.4112 | 0.8315 | 0.9119 |
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- | No log | 1.6162 | 160 | 0.6595 | 0.5450 | 0.6595 | 0.8121 |
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- | No log | 1.6364 | 162 | 0.5592 | 0.5899 | 0.5592 | 0.7478 |
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- | No log | 1.6566 | 164 | 0.5162 | 0.6132 | 0.5162 | 0.7185 |
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- | No log | 1.6768 | 166 | 0.4919 | 0.6083 | 0.4919 | 0.7013 |
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- | No log | 1.6970 | 168 | 0.4874 | 0.6210 | 0.4874 | 0.6982 |
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- | No log | 1.7172 | 170 | 0.5376 | 0.6129 | 0.5376 | 0.7332 |
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- | No log | 1.7374 | 172 | 0.5294 | 0.6173 | 0.5294 | 0.7276 |
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- | No log | 1.7576 | 174 | 0.5825 | 0.5844 | 0.5825 | 0.7632 |
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- | No log | 1.7778 | 176 | 0.6408 | 0.5601 | 0.6408 | 0.8005 |
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- | No log | 1.7980 | 178 | 0.6486 | 0.5541 | 0.6486 | 0.8054 |
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- | No log | 1.8182 | 180 | 0.5467 | 0.6066 | 0.5467 | 0.7394 |
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- | No log | 1.8384 | 182 | 0.4932 | 0.5659 | 0.4932 | 0.7023 |
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- | No log | 1.8586 | 184 | 0.5009 | 0.5497 | 0.5009 | 0.7077 |
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- | No log | 1.8788 | 186 | 0.5570 | 0.5711 | 0.5570 | 0.7463 |
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- | No log | 1.8990 | 188 | 0.5645 | 0.5529 | 0.5645 | 0.7513 |
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- | No log | 1.9192 | 190 | 0.5285 | 0.6103 | 0.5285 | 0.7270 |
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- | No log | 1.9394 | 192 | 0.5198 | 0.6293 | 0.5198 | 0.7210 |
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- | No log | 1.9596 | 194 | 0.4829 | 0.6476 | 0.4829 | 0.6949 |
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- | No log | 1.9798 | 196 | 0.4656 | 0.6819 | 0.4656 | 0.6824 |
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- | No log | 2.0 | 198 | 0.4903 | 0.6451 | 0.4903 | 0.7002 |
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- | No log | 2.0202 | 200 | 0.6542 | 0.5854 | 0.6542 | 0.8088 |
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- | No log | 2.0404 | 202 | 0.9370 | 0.4282 | 0.9370 | 0.9680 |
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- | No log | 2.0606 | 204 | 0.9795 | 0.3803 | 0.9795 | 0.9897 |
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- | No log | 2.0808 | 206 | 0.8086 | 0.4539 | 0.8086 | 0.8992 |
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- | No log | 2.1010 | 208 | 0.6387 | 0.4980 | 0.6387 | 0.7992 |
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- | No log | 2.1212 | 210 | 0.6249 | 0.3747 | 0.6249 | 0.7905 |
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- | No log | 2.1414 | 212 | 0.6017 | 0.4178 | 0.6017 | 0.7757 |
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- | No log | 2.1616 | 214 | 0.5658 | 0.5272 | 0.5658 | 0.7522 |
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- | No log | 2.1818 | 216 | 0.5495 | 0.5450 | 0.5495 | 0.7413 |
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- | No log | 2.2020 | 218 | 0.6072 | 0.5463 | 0.6072 | 0.7792 |
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- | No log | 2.2222 | 220 | 0.7074 | 0.5095 | 0.7074 | 0.8411 |
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- | No log | 2.2424 | 222 | 0.7652 | 0.5510 | 0.7652 | 0.8748 |
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- | No log | 2.2626 | 224 | 0.6011 | 0.6199 | 0.6011 | 0.7753 |
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- | No log | 2.2828 | 226 | 0.4625 | 0.6990 | 0.4625 | 0.6801 |
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- | No log | 2.3030 | 228 | 0.4502 | 0.7017 | 0.4502 | 0.6709 |
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- | No log | 2.3232 | 230 | 0.4626 | 0.6927 | 0.4626 | 0.6802 |
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- | No log | 2.3434 | 232 | 0.5433 | 0.6160 | 0.5433 | 0.7371 |
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- | No log | 2.3636 | 234 | 0.6130 | 0.6334 | 0.6130 | 0.7829 |
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- | No log | 2.3838 | 236 | 0.5587 | 0.6341 | 0.5587 | 0.7475 |
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- | No log | 2.4040 | 238 | 0.5849 | 0.5685 | 0.5849 | 0.7648 |
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- | No log | 2.4242 | 240 | 0.6319 | 0.5214 | 0.6319 | 0.7949 |
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- | No log | 2.4444 | 242 | 0.5846 | 0.5527 | 0.5846 | 0.7646 |
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- | No log | 2.4646 | 244 | 0.5707 | 0.5550 | 0.5707 | 0.7555 |
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- | No log | 2.4848 | 246 | 0.6578 | 0.5161 | 0.6578 | 0.8111 |
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- | No log | 2.5051 | 248 | 0.6705 | 0.5192 | 0.6705 | 0.8188 |
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- | No log | 2.5253 | 250 | 0.6691 | 0.5263 | 0.6691 | 0.8180 |
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- | No log | 2.5455 | 252 | 0.5750 | 0.6165 | 0.5750 | 0.7583 |
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- | No log | 2.5657 | 254 | 0.5381 | 0.6535 | 0.5381 | 0.7336 |
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- | No log | 2.5859 | 256 | 0.5521 | 0.6378 | 0.5521 | 0.7430 |
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- | No log | 2.6061 | 258 | 0.5875 | 0.6426 | 0.5875 | 0.7665 |
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- | No log | 2.6263 | 260 | 0.5384 | 0.6689 | 0.5384 | 0.7338 |
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- | No log | 2.6465 | 262 | 0.5567 | 0.6528 | 0.5567 | 0.7461 |
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- | No log | 2.6667 | 264 | 0.6365 | 0.6244 | 0.6365 | 0.7978 |
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- | No log | 2.6869 | 266 | 0.6049 | 0.6395 | 0.6049 | 0.7777 |
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- | No log | 2.7071 | 268 | 0.5318 | 0.6332 | 0.5318 | 0.7292 |
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- | No log | 2.7273 | 270 | 0.5009 | 0.6499 | 0.5009 | 0.7077 |
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- | No log | 2.7475 | 272 | 0.4521 | 0.6789 | 0.4521 | 0.6724 |
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- | No log | 2.7677 | 274 | 0.4517 | 0.6767 | 0.4517 | 0.6721 |
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- | No log | 2.7879 | 276 | 0.4567 | 0.6305 | 0.4567 | 0.6758 |
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- | No log | 2.8081 | 278 | 0.5514 | 0.5972 | 0.5514 | 0.7425 |
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- | No log | 2.8283 | 280 | 0.5712 | 0.5554 | 0.5712 | 0.7558 |
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- | No log | 2.8485 | 282 | 0.6003 | 0.5204 | 0.6003 | 0.7748 |
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- | No log | 2.8687 | 284 | 0.5597 | 0.5314 | 0.5597 | 0.7481 |
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- | No log | 2.8889 | 286 | 0.4874 | 0.5603 | 0.4874 | 0.6981 |
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- | No log | 2.9091 | 288 | 0.4776 | 0.5872 | 0.4776 | 0.6911 |
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- | No log | 2.9293 | 290 | 0.5148 | 0.5877 | 0.5148 | 0.7175 |
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- | No log | 2.9495 | 292 | 0.5315 | 0.6353 | 0.5315 | 0.7291 |
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- | No log | 2.9697 | 294 | 0.5408 | 0.6570 | 0.5408 | 0.7354 |
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- | No log | 2.9899 | 296 | 0.5767 | 0.6181 | 0.5767 | 0.7594 |
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- | No log | 3.0101 | 298 | 0.5392 | 0.6491 | 0.5392 | 0.7343 |
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- | No log | 3.0303 | 300 | 0.5811 | 0.6222 | 0.5811 | 0.7623 |
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- | No log | 3.0505 | 302 | 0.6494 | 0.6149 | 0.6494 | 0.8058 |
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- | No log | 3.0707 | 304 | 0.7728 | 0.5570 | 0.7728 | 0.8791 |
204
- | No log | 3.0909 | 306 | 0.6290 | 0.6177 | 0.6290 | 0.7931 |
205
- | No log | 3.1111 | 308 | 0.4726 | 0.6381 | 0.4726 | 0.6874 |
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- | No log | 3.1313 | 310 | 0.4705 | 0.6312 | 0.4705 | 0.6859 |
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- | No log | 3.1515 | 312 | 0.5633 | 0.6059 | 0.5633 | 0.7505 |
208
- | No log | 3.1717 | 314 | 0.7147 | 0.5681 | 0.7147 | 0.8454 |
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- | No log | 3.1919 | 316 | 0.6940 | 0.5653 | 0.6940 | 0.8330 |
210
- | No log | 3.2121 | 318 | 0.5949 | 0.6013 | 0.5949 | 0.7713 |
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- | No log | 3.2323 | 320 | 0.6116 | 0.6103 | 0.6116 | 0.7821 |
212
- | No log | 3.2525 | 322 | 0.5518 | 0.6217 | 0.5518 | 0.7428 |
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- | No log | 3.2727 | 324 | 0.6266 | 0.6149 | 0.6266 | 0.7916 |
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- | No log | 3.2929 | 326 | 0.6321 | 0.6090 | 0.6321 | 0.7950 |
215
- | No log | 3.3131 | 328 | 0.4804 | 0.6478 | 0.4804 | 0.6931 |
216
- | No log | 3.3333 | 330 | 0.4556 | 0.6723 | 0.4556 | 0.6750 |
217
- | No log | 3.3535 | 332 | 0.4632 | 0.6821 | 0.4632 | 0.6806 |
218
- | No log | 3.3737 | 334 | 0.5296 | 0.6356 | 0.5296 | 0.7277 |
219
- | No log | 3.3939 | 336 | 0.7352 | 0.5966 | 0.7352 | 0.8574 |
220
- | No log | 3.4141 | 338 | 0.8905 | 0.5470 | 0.8905 | 0.9437 |
221
- | No log | 3.4343 | 340 | 0.7908 | 0.5789 | 0.7908 | 0.8893 |
222
- | No log | 3.4545 | 342 | 0.5379 | 0.6503 | 0.5379 | 0.7334 |
223
- | No log | 3.4747 | 344 | 0.4489 | 0.6784 | 0.4489 | 0.6700 |
224
- | No log | 3.4949 | 346 | 0.4371 | 0.6873 | 0.4371 | 0.6611 |
225
- | No log | 3.5152 | 348 | 0.4566 | 0.6300 | 0.4566 | 0.6757 |
226
- | No log | 3.5354 | 350 | 0.6308 | 0.5805 | 0.6308 | 0.7942 |
227
- | No log | 3.5556 | 352 | 0.7288 | 0.5195 | 0.7288 | 0.8537 |
228
- | No log | 3.5758 | 354 | 0.6718 | 0.5069 | 0.6718 | 0.8196 |
229
- | No log | 3.5960 | 356 | 0.6201 | 0.5429 | 0.6201 | 0.7875 |
230
- | No log | 3.6162 | 358 | 0.6016 | 0.5482 | 0.6016 | 0.7756 |
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- | No log | 3.6364 | 360 | 0.5238 | 0.5826 | 0.5238 | 0.7237 |
232
- | No log | 3.6566 | 362 | 0.5146 | 0.6072 | 0.5146 | 0.7173 |
233
- | No log | 3.6768 | 364 | 0.5746 | 0.5899 | 0.5746 | 0.7580 |
234
- | No log | 3.6970 | 366 | 0.5142 | 0.6444 | 0.5142 | 0.7171 |
235
- | No log | 3.7172 | 368 | 0.5550 | 0.5994 | 0.5550 | 0.7450 |
236
- | No log | 3.7374 | 370 | 0.5792 | 0.6170 | 0.5792 | 0.7611 |
237
- | No log | 3.7576 | 372 | 0.5286 | 0.6537 | 0.5286 | 0.7271 |
238
- | No log | 3.7778 | 374 | 0.6107 | 0.6087 | 0.6107 | 0.7815 |
239
- | No log | 3.7980 | 376 | 0.5670 | 0.6538 | 0.5670 | 0.7530 |
240
- | No log | 3.8182 | 378 | 0.4911 | 0.6540 | 0.4911 | 0.7008 |
241
- | No log | 3.8384 | 380 | 0.5064 | 0.6157 | 0.5064 | 0.7116 |
242
- | No log | 3.8586 | 382 | 0.5421 | 0.6426 | 0.5421 | 0.7363 |
243
- | No log | 3.8788 | 384 | 0.8343 | 0.5155 | 0.8343 | 0.9134 |
244
- | No log | 3.8990 | 386 | 0.9728 | 0.4728 | 0.9728 | 0.9863 |
245
- | No log | 3.9192 | 388 | 0.8744 | 0.5059 | 0.8744 | 0.9351 |
246
- | No log | 3.9394 | 390 | 0.6642 | 0.5804 | 0.6642 | 0.8150 |
247
- | No log | 3.9596 | 392 | 0.4827 | 0.6463 | 0.4827 | 0.6948 |
248
- | No log | 3.9798 | 394 | 0.4235 | 0.6538 | 0.4235 | 0.6507 |
249
- | No log | 4.0 | 396 | 0.4296 | 0.6585 | 0.4296 | 0.6554 |
250
- | No log | 4.0202 | 398 | 0.5509 | 0.6652 | 0.5509 | 0.7422 |
251
- | No log | 4.0404 | 400 | 0.7656 | 0.5426 | 0.7656 | 0.8750 |
252
- | No log | 4.0606 | 402 | 0.7309 | 0.5628 | 0.7309 | 0.8550 |
253
- | No log | 4.0808 | 404 | 0.5898 | 0.6501 | 0.5898 | 0.7680 |
254
- | No log | 4.1010 | 406 | 0.4672 | 0.6852 | 0.4672 | 0.6835 |
255
- | No log | 4.1212 | 408 | 0.4301 | 0.6559 | 0.4301 | 0.6558 |
256
- | No log | 4.1414 | 410 | 0.4217 | 0.6511 | 0.4217 | 0.6494 |
257
- | No log | 4.1616 | 412 | 0.4331 | 0.6558 | 0.4331 | 0.6581 |
258
- | No log | 4.1818 | 414 | 0.4998 | 0.6675 | 0.4998 | 0.7070 |
259
- | No log | 4.2020 | 416 | 0.5652 | 0.6198 | 0.5652 | 0.7518 |
260
- | No log | 4.2222 | 418 | 0.5533 | 0.6238 | 0.5533 | 0.7439 |
261
- | No log | 4.2424 | 420 | 0.5296 | 0.6398 | 0.5296 | 0.7278 |
262
- | No log | 4.2626 | 422 | 0.5728 | 0.6058 | 0.5728 | 0.7568 |
263
- | No log | 4.2828 | 424 | 0.5494 | 0.6564 | 0.5494 | 0.7412 |
264
- | No log | 4.3030 | 426 | 0.5678 | 0.6702 | 0.5678 | 0.7535 |
265
- | No log | 4.3232 | 428 | 0.5620 | 0.6625 | 0.5620 | 0.7497 |
266
- | No log | 4.3434 | 430 | 0.5900 | 0.6660 | 0.5900 | 0.7681 |
267
- | No log | 4.3636 | 432 | 0.5394 | 0.6861 | 0.5394 | 0.7345 |
268
- | No log | 4.3838 | 434 | 0.6717 | 0.6214 | 0.6717 | 0.8196 |
269
- | No log | 4.4040 | 436 | 0.6642 | 0.6046 | 0.6642 | 0.8150 |
270
- | No log | 4.4242 | 438 | 0.6688 | 0.5791 | 0.6688 | 0.8178 |
271
- | No log | 4.4444 | 440 | 0.5311 | 0.6257 | 0.5311 | 0.7287 |
272
- | No log | 4.4646 | 442 | 0.5138 | 0.6227 | 0.5138 | 0.7168 |
273
- | No log | 4.4848 | 444 | 0.5267 | 0.6122 | 0.5267 | 0.7257 |
274
- | No log | 4.5051 | 446 | 0.4676 | 0.6500 | 0.4676 | 0.6838 |
275
- | No log | 4.5253 | 448 | 0.4944 | 0.6452 | 0.4944 | 0.7031 |
276
- | No log | 4.5455 | 450 | 0.5701 | 0.6263 | 0.5701 | 0.7551 |
277
- | No log | 4.5657 | 452 | 0.6354 | 0.6357 | 0.6354 | 0.7971 |
278
- | No log | 4.5859 | 454 | 0.5396 | 0.6652 | 0.5396 | 0.7346 |
279
- | No log | 4.6061 | 456 | 0.4810 | 0.6748 | 0.4810 | 0.6935 |
280
- | No log | 4.6263 | 458 | 0.4722 | 0.6822 | 0.4722 | 0.6871 |
281
- | No log | 4.6465 | 460 | 0.5397 | 0.6720 | 0.5397 | 0.7346 |
282
- | No log | 4.6667 | 462 | 0.7453 | 0.6161 | 0.7453 | 0.8633 |
283
- | No log | 4.6869 | 464 | 0.6480 | 0.6782 | 0.6480 | 0.8050 |
284
- | No log | 4.7071 | 466 | 0.5671 | 0.6811 | 0.5671 | 0.7531 |
285
- | No log | 4.7273 | 468 | 0.4734 | 0.6839 | 0.4734 | 0.6880 |
286
- | No log | 4.7475 | 470 | 0.4815 | 0.6809 | 0.4815 | 0.6939 |
287
- | No log | 4.7677 | 472 | 0.6504 | 0.6285 | 0.6504 | 0.8065 |
288
- | No log | 4.7879 | 474 | 1.0527 | 0.4400 | 1.0527 | 1.0260 |
289
- | No log | 4.8081 | 476 | 1.1043 | 0.4269 | 1.1043 | 1.0509 |
290
- | No log | 4.8283 | 478 | 0.8676 | 0.5068 | 0.8676 | 0.9314 |
291
- | No log | 4.8485 | 480 | 0.6248 | 0.6051 | 0.6248 | 0.7904 |
292
- | No log | 4.8687 | 482 | 0.4809 | 0.6318 | 0.4809 | 0.6935 |
293
- | No log | 4.8889 | 484 | 0.4613 | 0.6299 | 0.4613 | 0.6792 |
294
- | No log | 4.9091 | 486 | 0.4615 | 0.6418 | 0.4615 | 0.6793 |
295
- | No log | 4.9293 | 488 | 0.5440 | 0.6771 | 0.5440 | 0.7376 |
296
- | No log | 4.9495 | 490 | 0.7241 | 0.5682 | 0.7241 | 0.8509 |
297
- | No log | 4.9697 | 492 | 0.7479 | 0.5578 | 0.7479 | 0.8648 |
298
- | No log | 4.9899 | 494 | 0.6394 | 0.6305 | 0.6394 | 0.7996 |
299
- | No log | 5.0101 | 496 | 0.5398 | 0.6820 | 0.5398 | 0.7347 |
300
- | No log | 5.0303 | 498 | 0.4562 | 0.6784 | 0.4562 | 0.6754 |
301
- | 0.516 | 5.0505 | 500 | 0.5035 | 0.6809 | 0.5035 | 0.7096 |
302
- | 0.516 | 5.0707 | 502 | 0.6625 | 0.6183 | 0.6625 | 0.8140 |
303
- | 0.516 | 5.0909 | 504 | 0.6130 | 0.6255 | 0.6130 | 0.7829 |
304
- | 0.516 | 5.1111 | 506 | 0.5895 | 0.6355 | 0.5895 | 0.7678 |
305
- | 0.516 | 5.1313 | 508 | 0.5015 | 0.6608 | 0.5015 | 0.7082 |
306
- | 0.516 | 5.1515 | 510 | 0.5201 | 0.6833 | 0.5201 | 0.7212 |
307
- | 0.516 | 5.1717 | 512 | 0.5335 | 0.6565 | 0.5335 | 0.7304 |
308
- | 0.516 | 5.1919 | 514 | 0.6211 | 0.6531 | 0.6211 | 0.7881 |
309
- | 0.516 | 5.2121 | 516 | 0.5957 | 0.6673 | 0.5957 | 0.7718 |
310
- | 0.516 | 5.2323 | 518 | 0.5805 | 0.6872 | 0.5805 | 0.7619 |
311
- | 0.516 | 5.2525 | 520 | 0.6756 | 0.6723 | 0.6756 | 0.8219 |
312
- | 0.516 | 5.2727 | 522 | 0.5668 | 0.6843 | 0.5668 | 0.7529 |
313
- | 0.516 | 5.2929 | 524 | 0.4896 | 0.6958 | 0.4896 | 0.6997 |
314
- | 0.516 | 5.3131 | 526 | 0.4672 | 0.6915 | 0.4672 | 0.6835 |
315
- | 0.516 | 5.3333 | 528 | 0.4374 | 0.6900 | 0.4374 | 0.6613 |
316
- | 0.516 | 5.3535 | 530 | 0.4624 | 0.6725 | 0.4624 | 0.6800 |
317
- | 0.516 | 5.3737 | 532 | 0.5545 | 0.6402 | 0.5545 | 0.7447 |
318
- | 0.516 | 5.3939 | 534 | 0.6613 | 0.5787 | 0.6613 | 0.8132 |
319
- | 0.516 | 5.4141 | 536 | 0.8373 | 0.5098 | 0.8373 | 0.9151 |
320
- | 0.516 | 5.4343 | 538 | 0.7020 | 0.5776 | 0.7020 | 0.8379 |
321
 
322
 
323
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_holistic
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_holistic
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 19.8482
19
+ - Qwk: 0.5185
20
+ - Mse: 19.8482
21
+ - Rmse: 4.4551
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:--------:|:-------:|
52
+ | No log | 0.0202 | 2 | 313.6096 | -0.0014 | 313.6096 | 17.7090 |
53
+ | No log | 0.0404 | 4 | 303.3013 | 0.0050 | 303.3013 | 17.4155 |
54
+ | No log | 0.0606 | 6 | 287.3861 | 0.0060 | 287.3860 | 16.9525 |
55
+ | No log | 0.0808 | 8 | 262.5059 | 0.0068 | 262.5059 | 16.2020 |
56
+ | No log | 0.1010 | 10 | 248.7620 | 0.0016 | 248.7621 | 15.7722 |
57
+ | No log | 0.1212 | 12 | 235.4353 | 0.0089 | 235.4353 | 15.3439 |
58
+ | No log | 0.1414 | 14 | 232.2507 | 0.0106 | 232.2507 | 15.2398 |
59
+ | No log | 0.1616 | 16 | 216.5373 | 0.0051 | 216.5373 | 14.7152 |
60
+ | No log | 0.1818 | 18 | 203.2328 | 0.0150 | 203.2328 | 14.2560 |
61
+ | No log | 0.2020 | 20 | 195.4419 | 0.0072 | 195.4419 | 13.9801 |
62
+ | No log | 0.2222 | 22 | 190.0526 | 0.0051 | 190.0526 | 13.7860 |
63
+ | No log | 0.2424 | 24 | 180.6351 | 0.0114 | 180.6351 | 13.4401 |
64
+ | No log | 0.2626 | 26 | 170.7146 | 0.0051 | 170.7147 | 13.0658 |
65
+ | No log | 0.2828 | 28 | 164.8426 | 0.0031 | 164.8426 | 12.8391 |
66
+ | No log | 0.3030 | 30 | 164.3818 | 0.0051 | 164.3818 | 12.8211 |
67
+ | No log | 0.3232 | 32 | 155.4438 | 0.0188 | 155.4438 | 12.4677 |
68
+ | No log | 0.3434 | 34 | 150.0850 | 0.0063 | 150.0850 | 12.2509 |
69
+ | No log | 0.3636 | 36 | 147.7723 | 0.0064 | 147.7723 | 12.1562 |
70
+ | No log | 0.3838 | 38 | 145.6931 | 0.0057 | 145.6931 | 12.0703 |
71
+ | No log | 0.4040 | 40 | 139.4903 | 0.0007 | 139.4903 | 11.8106 |
72
+ | No log | 0.4242 | 42 | 136.3576 | 0.0007 | 136.3575 | 11.6772 |
73
+ | No log | 0.4444 | 44 | 135.1704 | 0.0098 | 135.1704 | 11.6263 |
74
+ | No log | 0.4646 | 46 | 132.9338 | 0.0138 | 132.9338 | 11.5297 |
75
+ | No log | 0.4848 | 48 | 127.6507 | 0.0047 | 127.6507 | 11.2983 |
76
+ | No log | 0.5051 | 50 | 125.1254 | 0.0040 | 125.1254 | 11.1859 |
77
+ | No log | 0.5253 | 52 | 123.6479 | 0.0039 | 123.6480 | 11.1197 |
78
+ | No log | 0.5455 | 54 | 121.6862 | 0.0031 | 121.6862 | 11.0311 |
79
+ | No log | 0.5657 | 56 | 117.6784 | 0.0 | 117.6784 | 10.8480 |
80
+ | No log | 0.5859 | 58 | 116.0690 | 0.0043 | 116.0690 | 10.7735 |
81
+ | No log | 0.6061 | 60 | 113.6829 | 0.0180 | 113.6828 | 10.6622 |
82
+ | No log | 0.6263 | 62 | 111.3398 | 0.0076 | 111.3398 | 10.5518 |
83
+ | No log | 0.6465 | 64 | 109.2005 | 0.0047 | 109.2005 | 10.4499 |
84
+ | No log | 0.6667 | 66 | 107.7348 | 0.0036 | 107.7348 | 10.3795 |
85
+ | No log | 0.6869 | 68 | 108.6367 | 0.0060 | 108.6367 | 10.4229 |
86
+ | No log | 0.7071 | 70 | 103.2487 | 0.0 | 103.2487 | 10.1611 |
87
+ | No log | 0.7273 | 72 | 100.9237 | 0.0 | 100.9237 | 10.0461 |
88
+ | No log | 0.7475 | 74 | 100.5813 | 0.0 | 100.5813 | 10.0290 |
89
+ | No log | 0.7677 | 76 | 98.3592 | 0.0019 | 98.3592 | 9.9176 |
90
+ | No log | 0.7879 | 78 | 95.9004 | 0.0115 | 95.9004 | 9.7929 |
91
+ | No log | 0.8081 | 80 | 94.0087 | 0.0055 | 94.0087 | 9.6958 |
92
+ | No log | 0.8283 | 82 | 92.7210 | 0.0055 | 92.7210 | 9.6292 |
93
+ | No log | 0.8485 | 84 | 90.4730 | 0.0 | 90.4730 | 9.5117 |
94
+ | No log | 0.8687 | 86 | 89.9171 | 0.0 | 89.9171 | 9.4825 |
95
+ | No log | 0.8889 | 88 | 88.2410 | 0.0 | 88.2410 | 9.3937 |
96
+ | No log | 0.9091 | 90 | 86.7016 | 0.0 | 86.7016 | 9.3114 |
97
+ | No log | 0.9293 | 92 | 85.4934 | 0.0 | 85.4934 | 9.2463 |
98
+ | No log | 0.9495 | 94 | 85.5961 | 0.0 | 85.5961 | 9.2518 |
99
+ | No log | 0.9697 | 96 | 83.4744 | 0.0 | 83.4744 | 9.1364 |
100
+ | No log | 0.9899 | 98 | 82.7393 | -0.0016 | 82.7393 | 9.0961 |
101
+ | No log | 1.0101 | 100 | 80.9662 | 0.0150 | 80.9662 | 8.9981 |
102
+ | No log | 1.0303 | 102 | 80.8035 | 0.0177 | 80.8035 | 8.9891 |
103
+ | No log | 1.0505 | 104 | 79.4126 | 0.0097 | 79.4126 | 8.9114 |
104
+ | No log | 1.0707 | 106 | 78.2397 | 0.0015 | 78.2397 | 8.8453 |
105
+ | No log | 1.0909 | 108 | 77.0818 | 0.0013 | 77.0818 | 8.7796 |
106
+ | No log | 1.1111 | 110 | 77.4486 | 0.0053 | 77.4486 | 8.8005 |
107
+ | No log | 1.1313 | 112 | 76.8616 | 0.0053 | 76.8616 | 8.7671 |
108
+ | No log | 1.1515 | 114 | 74.4138 | 0.0 | 74.4138 | 8.6263 |
109
+ | No log | 1.1717 | 116 | 73.6612 | 0.0 | 73.6612 | 8.5826 |
110
+ | No log | 1.1919 | 118 | 72.5666 | 0.0 | 72.5665 | 8.5186 |
111
+ | No log | 1.2121 | 120 | 72.2171 | 0.0 | 72.2171 | 8.4981 |
112
+ | No log | 1.2323 | 122 | 70.7458 | 0.0 | 70.7458 | 8.4111 |
113
+ | No log | 1.2525 | 124 | 69.9484 | 0.0 | 69.9484 | 8.3635 |
114
+ | No log | 1.2727 | 126 | 69.0810 | 0.0 | 69.0810 | 8.3115 |
115
+ | No log | 1.2929 | 128 | 68.2466 | 0.0367 | 68.2466 | 8.2612 |
116
+ | No log | 1.3131 | 130 | 67.7117 | 0.0266 | 67.7117 | 8.2287 |
117
+ | No log | 1.3333 | 132 | 66.7545 | 0.0101 | 66.7545 | 8.1703 |
118
+ | No log | 1.3535 | 134 | 65.9703 | 0.0046 | 65.9703 | 8.1222 |
119
+ | No log | 1.3737 | 136 | 65.2437 | 0.0046 | 65.2437 | 8.0774 |
120
+ | No log | 1.3939 | 138 | 65.0233 | 0.0016 | 65.0233 | 8.0637 |
121
+ | No log | 1.4141 | 140 | 64.4882 | 0.0016 | 64.4882 | 8.0305 |
122
+ | No log | 1.4343 | 142 | 63.1718 | 0.0 | 63.1718 | 7.9481 |
123
+ | No log | 1.4545 | 144 | 63.1882 | 0.0 | 63.1882 | 7.9491 |
124
+ | No log | 1.4747 | 146 | 62.1410 | 0.0 | 62.1410 | 7.8830 |
125
+ | No log | 1.4949 | 148 | 62.1609 | 0.0 | 62.1609 | 7.8842 |
126
+ | No log | 1.5152 | 150 | 61.7181 | 0.0 | 61.7181 | 7.8561 |
127
+ | No log | 1.5354 | 152 | 60.4788 | 0.0 | 60.4788 | 7.7768 |
128
+ | No log | 1.5556 | 154 | 60.0267 | 0.0 | 60.0267 | 7.7477 |
129
+ | No log | 1.5758 | 156 | 59.4185 | 0.0 | 59.4185 | 7.7083 |
130
+ | No log | 1.5960 | 158 | 59.4573 | 0.0 | 59.4573 | 7.7109 |
131
+ | No log | 1.6162 | 160 | 58.5096 | 0.0 | 58.5096 | 7.6492 |
132
+ | No log | 1.6364 | 162 | 57.8821 | 0.0 | 57.8821 | 7.6080 |
133
+ | No log | 1.6566 | 164 | 57.3682 | 0.0 | 57.3682 | 7.5742 |
134
+ | No log | 1.6768 | 166 | 57.0274 | 0.0127 | 57.0274 | 7.5516 |
135
+ | No log | 1.6970 | 168 | 56.5082 | 0.0291 | 56.5082 | 7.5172 |
136
+ | No log | 1.7172 | 170 | 56.0240 | 0.0194 | 56.0240 | 7.4849 |
137
+ | No log | 1.7374 | 172 | 55.4895 | 0.0076 | 55.4895 | 7.4491 |
138
+ | No log | 1.7576 | 174 | 55.0521 | 0.0076 | 55.0521 | 7.4197 |
139
+ | No log | 1.7778 | 176 | 54.6253 | 0.0076 | 54.6253 | 7.3909 |
140
+ | No log | 1.7980 | 178 | 54.7938 | 0.0095 | 54.7938 | 7.4023 |
141
+ | No log | 1.8182 | 180 | 54.1072 | 0.0055 | 54.1072 | 7.3558 |
142
+ | No log | 1.8384 | 182 | 53.3115 | 0.0 | 53.3115 | 7.3015 |
143
+ | No log | 1.8586 | 184 | 53.0090 | 0.0 | 53.0090 | 7.2807 |
144
+ | No log | 1.8788 | 186 | 52.4051 | 0.0 | 52.4051 | 7.2391 |
145
+ | No log | 1.8990 | 188 | 52.2213 | 0.0 | 52.2213 | 7.2264 |
146
+ | No log | 1.9192 | 190 | 51.7862 | 0.0 | 51.7862 | 7.1963 |
147
+ | No log | 1.9394 | 192 | 51.1557 | 0.0 | 51.1557 | 7.1523 |
148
+ | No log | 1.9596 | 194 | 51.0565 | 0.0 | 51.0565 | 7.1454 |
149
+ | No log | 1.9798 | 196 | 50.3683 | 0.0 | 50.3683 | 7.0971 |
150
+ | No log | 2.0 | 198 | 50.7586 | 0.0 | 50.7586 | 7.1245 |
151
+ | No log | 2.0202 | 200 | 50.1009 | 0.0 | 50.1009 | 7.0782 |
152
+ | No log | 2.0404 | 202 | 49.0958 | 0.0 | 49.0958 | 7.0068 |
153
+ | No log | 2.0606 | 204 | 48.6622 | 0.0 | 48.6622 | 6.9758 |
154
+ | No log | 2.0808 | 206 | 48.1149 | 0.0 | 48.1149 | 6.9365 |
155
+ | No log | 2.1010 | 208 | 47.6448 | 0.0 | 47.6448 | 6.9025 |
156
+ | No log | 2.1212 | 210 | 47.1662 | 0.0619 | 47.1662 | 6.8678 |
157
+ | No log | 2.1414 | 212 | 46.8140 | 0.0400 | 46.8140 | 6.8421 |
158
+ | No log | 2.1616 | 214 | 46.4828 | 0.0330 | 46.4828 | 6.8178 |
159
+ | No log | 2.1818 | 216 | 46.1059 | 0.0267 | 46.1059 | 6.7901 |
160
+ | No log | 2.2020 | 218 | 45.7524 | 0.0475 | 45.7524 | 6.7641 |
161
+ | No log | 2.2222 | 220 | 45.5347 | 0.0660 | 45.5347 | 6.7479 |
162
+ | No log | 2.2424 | 222 | 46.2435 | 0.1036 | 46.2435 | 6.8003 |
163
+ | No log | 2.2626 | 224 | 44.5269 | 0.1038 | 44.5269 | 6.6728 |
164
+ | No log | 2.2828 | 226 | 44.1864 | 0.0620 | 44.1864 | 6.6473 |
165
+ | No log | 2.3030 | 228 | 43.6927 | 0.0785 | 43.6927 | 6.6100 |
166
+ | No log | 2.3232 | 230 | 43.1780 | 0.0951 | 43.1780 | 6.5710 |
167
+ | No log | 2.3434 | 232 | 42.8442 | 0.0987 | 42.8442 | 6.5455 |
168
+ | No log | 2.3636 | 234 | 42.4852 | 0.1054 | 42.4852 | 6.5181 |
169
+ | No log | 2.3838 | 236 | 42.0698 | 0.1133 | 42.0698 | 6.4861 |
170
+ | No log | 2.4040 | 238 | 41.6548 | 0.1301 | 41.6548 | 6.4541 |
171
+ | No log | 2.4242 | 240 | 41.7304 | 0.1905 | 41.7304 | 6.4599 |
172
+ | No log | 2.4444 | 242 | 41.4197 | 0.2006 | 41.4197 | 6.4358 |
173
+ | No log | 2.4646 | 244 | 40.9641 | 0.1905 | 40.9641 | 6.4003 |
174
+ | No log | 2.4848 | 246 | 40.6662 | 0.1416 | 40.6662 | 6.3770 |
175
+ | No log | 2.5051 | 248 | 40.4449 | 0.1083 | 40.4449 | 6.3596 |
176
+ | No log | 2.5253 | 250 | 40.1699 | 0.1012 | 40.1699 | 6.3380 |
177
+ | No log | 2.5455 | 252 | 40.4848 | 0.1525 | 40.4848 | 6.3628 |
178
+ | No log | 2.5657 | 254 | 40.0965 | 0.1780 | 40.0965 | 6.3322 |
179
+ | No log | 2.5859 | 256 | 39.2421 | 0.1680 | 39.2421 | 6.2644 |
180
+ | No log | 2.6061 | 258 | 38.9448 | 0.1681 | 38.9448 | 6.2406 |
181
+ | No log | 2.6263 | 260 | 39.5211 | 0.2269 | 39.5211 | 6.2866 |
182
+ | No log | 2.6465 | 262 | 43.0647 | 0.2717 | 43.0647 | 6.5624 |
183
+ | No log | 2.6667 | 264 | 43.3970 | 0.2700 | 43.3970 | 6.5876 |
184
+ | No log | 2.6869 | 266 | 38.5528 | 0.2003 | 38.5528 | 6.2091 |
185
+ | No log | 2.7071 | 268 | 37.9256 | 0.1531 | 37.9256 | 6.1584 |
186
+ | No log | 2.7273 | 270 | 37.5868 | 0.1912 | 37.5868 | 6.1308 |
187
+ | No log | 2.7475 | 272 | 37.4952 | 0.1826 | 37.4952 | 6.1233 |
188
+ | No log | 2.7677 | 274 | 37.3202 | 0.1730 | 37.3202 | 6.1090 |
189
+ | No log | 2.7879 | 276 | 37.1997 | 0.2283 | 37.1997 | 6.0992 |
190
+ | No log | 2.8081 | 278 | 37.3151 | 0.2594 | 37.3151 | 6.1086 |
191
+ | No log | 2.8283 | 280 | 36.7898 | 0.2675 | 36.7898 | 6.0655 |
192
+ | No log | 2.8485 | 282 | 36.2162 | 0.2148 | 36.2162 | 6.0180 |
193
+ | No log | 2.8687 | 284 | 36.1519 | 0.2140 | 36.1519 | 6.0126 |
194
+ | No log | 2.8889 | 286 | 35.9905 | 0.2052 | 35.9905 | 5.9992 |
195
+ | No log | 2.9091 | 288 | 35.6044 | 0.2403 | 35.6044 | 5.9669 |
196
+ | No log | 2.9293 | 290 | 35.6877 | 0.2763 | 35.6877 | 5.9739 |
197
+ | No log | 2.9495 | 292 | 35.3662 | 0.2580 | 35.3662 | 5.9470 |
198
+ | No log | 2.9697 | 294 | 35.1502 | 0.1725 | 35.1502 | 5.9288 |
199
+ | No log | 2.9899 | 296 | 35.3864 | 0.1154 | 35.3864 | 5.9486 |
200
+ | No log | 3.0101 | 298 | 35.3901 | 0.0969 | 35.3901 | 5.9490 |
201
+ | No log | 3.0303 | 300 | 35.0459 | 0.1014 | 35.0459 | 5.9200 |
202
+ | No log | 3.0505 | 302 | 34.8086 | 0.1041 | 34.8086 | 5.8999 |
203
+ | No log | 3.0707 | 304 | 34.4878 | 0.1083 | 34.4878 | 5.8726 |
204
+ | No log | 3.0909 | 306 | 34.1211 | 0.1247 | 34.1211 | 5.8413 |
205
+ | No log | 3.1111 | 308 | 33.5569 | 0.1869 | 33.5569 | 5.7928 |
206
+ | No log | 3.1313 | 310 | 33.3186 | 0.2390 | 33.3186 | 5.7722 |
207
+ | No log | 3.1515 | 312 | 33.7149 | 0.3026 | 33.7149 | 5.8065 |
208
+ | No log | 3.1717 | 314 | 34.3335 | 0.3314 | 34.3335 | 5.8595 |
209
+ | No log | 3.1919 | 316 | 32.5910 | 0.2868 | 32.5910 | 5.7088 |
210
+ | No log | 3.2121 | 318 | 32.5891 | 0.2402 | 32.5891 | 5.7087 |
211
+ | No log | 3.2323 | 320 | 33.7934 | 0.1687 | 33.7934 | 5.8132 |
212
+ | No log | 3.2525 | 322 | 32.2790 | 0.1852 | 32.2790 | 5.6815 |
213
+ | No log | 3.2727 | 324 | 31.4869 | 0.2278 | 31.4869 | 5.6113 |
214
+ | No log | 3.2929 | 326 | 32.9224 | 0.2968 | 32.9224 | 5.7378 |
215
+ | No log | 3.3131 | 328 | 32.2501 | 0.2873 | 32.2501 | 5.6789 |
216
+ | No log | 3.3333 | 330 | 31.0698 | 0.2586 | 31.0698 | 5.5740 |
217
+ | No log | 3.3535 | 332 | 31.1886 | 0.1982 | 31.1886 | 5.5847 |
218
+ | No log | 3.3737 | 334 | 31.5733 | 0.1663 | 31.5733 | 5.6190 |
219
+ | No log | 3.3939 | 336 | 30.4100 | 0.3279 | 30.4100 | 5.5145 |
220
+ | No log | 3.4141 | 338 | 30.4516 | 0.3782 | 30.4516 | 5.5183 |
221
+ | No log | 3.4343 | 340 | 29.9108 | 0.3435 | 29.9108 | 5.4691 |
222
+ | No log | 3.4545 | 342 | 30.2912 | 0.2451 | 30.2912 | 5.5037 |
223
+ | No log | 3.4747 | 344 | 30.3551 | 0.2292 | 30.3551 | 5.5095 |
224
+ | No log | 3.4949 | 346 | 29.6730 | 0.2985 | 29.6730 | 5.4473 |
225
+ | No log | 3.5152 | 348 | 29.5346 | 0.3499 | 29.5346 | 5.4346 |
226
+ | No log | 3.5354 | 350 | 29.4710 | 0.3295 | 29.4710 | 5.4287 |
227
+ | No log | 3.5556 | 352 | 29.5791 | 0.2903 | 29.5791 | 5.4387 |
228
+ | No log | 3.5758 | 354 | 29.4683 | 0.2953 | 29.4683 | 5.4285 |
229
+ | No log | 3.5960 | 356 | 29.3370 | 0.3771 | 29.3370 | 5.4164 |
230
+ | No log | 3.6162 | 358 | 31.0564 | 0.4272 | 31.0564 | 5.5728 |
231
+ | No log | 3.6364 | 360 | 29.2179 | 0.4027 | 29.2179 | 5.4054 |
232
+ | No log | 3.6566 | 362 | 28.4184 | 0.3322 | 28.4184 | 5.3309 |
233
+ | No log | 3.6768 | 364 | 29.6017 | 0.2297 | 29.6017 | 5.4407 |
234
+ | No log | 3.6970 | 366 | 29.3444 | 0.2208 | 29.3444 | 5.4170 |
235
+ | No log | 3.7172 | 368 | 28.7767 | 0.2007 | 28.7767 | 5.3644 |
236
+ | No log | 3.7374 | 370 | 27.9020 | 0.2760 | 27.9020 | 5.2822 |
237
+ | No log | 3.7576 | 372 | 28.0036 | 0.3425 | 28.0036 | 5.2918 |
238
+ | No log | 3.7778 | 374 | 27.8043 | 0.3536 | 27.8043 | 5.2730 |
239
+ | No log | 3.7980 | 376 | 27.2479 | 0.2683 | 27.2479 | 5.2200 |
240
+ | No log | 3.8182 | 378 | 27.1392 | 0.2634 | 27.1392 | 5.2095 |
241
+ | No log | 3.8384 | 380 | 27.0030 | 0.2629 | 27.0030 | 5.1964 |
242
+ | No log | 3.8586 | 382 | 26.8354 | 0.2715 | 26.8354 | 5.1803 |
243
+ | No log | 3.8788 | 384 | 26.3804 | 0.2985 | 26.3804 | 5.1362 |
244
+ | No log | 3.8990 | 386 | 26.3306 | 0.3793 | 26.3306 | 5.1313 |
245
+ | No log | 3.9192 | 388 | 26.1103 | 0.3699 | 26.1103 | 5.1098 |
246
+ | No log | 3.9394 | 390 | 26.1086 | 0.3247 | 26.1086 | 5.1097 |
247
+ | No log | 3.9596 | 392 | 26.0750 | 0.3256 | 26.0750 | 5.1064 |
248
+ | No log | 3.9798 | 394 | 25.9473 | 0.3406 | 25.9473 | 5.0939 |
249
+ | No log | 4.0 | 396 | 25.9115 | 0.3329 | 25.9115 | 5.0903 |
250
+ | No log | 4.0202 | 398 | 25.9785 | 0.3114 | 25.9785 | 5.0969 |
251
+ | No log | 4.0404 | 400 | 26.1388 | 0.2832 | 26.1388 | 5.1126 |
252
+ | No log | 4.0606 | 402 | 26.5899 | 0.2362 | 26.5899 | 5.1565 |
253
+ | No log | 4.0808 | 404 | 26.2992 | 0.2459 | 26.2992 | 5.1283 |
254
+ | No log | 4.1010 | 406 | 25.3586 | 0.3266 | 25.3586 | 5.0357 |
255
+ | No log | 4.1212 | 408 | 25.4218 | 0.3801 | 25.4218 | 5.0420 |
256
+ | No log | 4.1414 | 410 | 25.2046 | 0.4427 | 25.2046 | 5.0204 |
257
+ | No log | 4.1616 | 412 | 24.7695 | 0.4298 | 24.7695 | 4.9769 |
258
+ | No log | 4.1818 | 414 | 25.1530 | 0.3501 | 25.1530 | 5.0153 |
259
+ | No log | 4.2020 | 416 | 25.1526 | 0.3363 | 25.1526 | 5.0152 |
260
+ | No log | 4.2222 | 418 | 24.5258 | 0.4247 | 24.5258 | 4.9524 |
261
+ | No log | 4.2424 | 420 | 24.7982 | 0.4413 | 24.7982 | 4.9798 |
262
+ | No log | 4.2626 | 422 | 24.6345 | 0.4477 | 24.6345 | 4.9633 |
263
+ | No log | 4.2828 | 424 | 23.9895 | 0.4171 | 23.9895 | 4.8979 |
264
+ | No log | 4.3030 | 426 | 23.9652 | 0.4023 | 23.9652 | 4.8954 |
265
+ | No log | 4.3232 | 428 | 24.1749 | 0.3729 | 24.1749 | 4.9168 |
266
+ | No log | 4.3434 | 430 | 24.6210 | 0.3337 | 24.6210 | 4.9620 |
267
+ | No log | 4.3636 | 432 | 24.9426 | 0.2913 | 24.9426 | 4.9943 |
268
+ | No log | 4.3838 | 434 | 24.3046 | 0.3314 | 24.3046 | 4.9300 |
269
+ | No log | 4.4040 | 436 | 23.5075 | 0.3943 | 23.5075 | 4.8485 |
270
+ | No log | 4.4242 | 438 | 23.7393 | 0.3552 | 23.7393 | 4.8723 |
271
+ | No log | 4.4444 | 440 | 23.7689 | 0.3435 | 23.7689 | 4.8753 |
272
+ | No log | 4.4646 | 442 | 23.1292 | 0.4221 | 23.1292 | 4.8093 |
273
+ | No log | 4.4848 | 444 | 23.5685 | 0.4775 | 23.5685 | 4.8547 |
274
+ | No log | 4.5051 | 446 | 23.0964 | 0.4618 | 23.0963 | 4.8059 |
275
+ | No log | 4.5253 | 448 | 22.8020 | 0.4029 | 22.8020 | 4.7751 |
276
+ | No log | 4.5455 | 450 | 22.6749 | 0.4006 | 22.6749 | 4.7618 |
277
+ | No log | 4.5657 | 452 | 22.3928 | 0.4420 | 22.3928 | 4.7321 |
278
+ | No log | 4.5859 | 454 | 22.3228 | 0.4457 | 22.3228 | 4.7247 |
279
+ | No log | 4.6061 | 456 | 22.3472 | 0.4040 | 22.3472 | 4.7273 |
280
+ | No log | 4.6263 | 458 | 23.2466 | 0.3215 | 23.2466 | 4.8215 |
281
+ | No log | 4.6465 | 460 | 23.9401 | 0.2725 | 23.9401 | 4.8929 |
282
+ | No log | 4.6667 | 462 | 23.6667 | 0.2744 | 23.6667 | 4.8648 |
283
+ | No log | 4.6869 | 464 | 21.9051 | 0.3972 | 21.9051 | 4.6803 |
284
+ | No log | 4.7071 | 466 | 21.8483 | 0.4459 | 21.8483 | 4.6742 |
285
+ | No log | 4.7273 | 468 | 21.7361 | 0.4455 | 21.7361 | 4.6622 |
286
+ | No log | 4.7475 | 470 | 21.8188 | 0.3723 | 21.8188 | 4.6711 |
287
+ | No log | 4.7677 | 472 | 22.0060 | 0.3424 | 22.0060 | 4.6911 |
288
+ | No log | 4.7879 | 474 | 22.0850 | 0.3292 | 22.0850 | 4.6995 |
289
+ | No log | 4.8081 | 476 | 21.2656 | 0.4110 | 21.2656 | 4.6115 |
290
+ | No log | 4.8283 | 478 | 21.6750 | 0.4539 | 21.6750 | 4.6556 |
291
+ | No log | 4.8485 | 480 | 21.7082 | 0.4615 | 21.7082 | 4.6592 |
292
+ | No log | 4.8687 | 482 | 21.2142 | 0.3812 | 21.2142 | 4.6059 |
293
+ | No log | 4.8889 | 484 | 22.9422 | 0.2863 | 22.9422 | 4.7898 |
294
+ | No log | 4.9091 | 486 | 22.8473 | 0.2817 | 22.8473 | 4.7799 |
295
+ | No log | 4.9293 | 488 | 21.1785 | 0.3738 | 21.1785 | 4.6020 |
296
+ | No log | 4.9495 | 490 | 20.8883 | 0.3803 | 20.8883 | 4.5704 |
297
+ | No log | 4.9697 | 492 | 21.2646 | 0.4659 | 21.2646 | 4.6114 |
298
+ | No log | 4.9899 | 494 | 21.9531 | 0.4148 | 21.9531 | 4.6854 |
299
+ | No log | 5.0101 | 496 | 21.3876 | 0.4596 | 21.3876 | 4.6247 |
300
+ | No log | 5.0303 | 498 | 20.5088 | 0.5456 | 20.5088 | 4.5287 |
301
+ | 66.0898 | 5.0505 | 500 | 20.9869 | 0.5733 | 20.9869 | 4.5811 |
302
+ | 66.0898 | 5.0707 | 502 | 20.2372 | 0.5324 | 20.2372 | 4.4986 |
303
+ | 66.0898 | 5.0909 | 504 | 21.6449 | 0.4181 | 21.6449 | 4.6524 |
304
+ | 66.0898 | 5.1111 | 506 | 22.0606 | 0.3813 | 22.0606 | 4.6969 |
305
+ | 66.0898 | 5.1313 | 508 | 21.2345 | 0.4193 | 21.2345 | 4.6081 |
306
+ | 66.0898 | 5.1515 | 510 | 19.8482 | 0.5185 | 19.8482 | 4.4551 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions