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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task1_organization

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  1. README.md +156 -306
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task1_organization
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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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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task1_organization
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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: 0.8057
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- - Qwk: 0.7362
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- - Mse: 0.8057
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- - Rmse: 0.8976
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  ## Model description
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@@ -49,306 +49,156 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.1818 | 2 | 6.8141 | 0.0118 | 6.8141 | 2.6104 |
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- | No log | 0.3636 | 4 | 4.3471 | 0.1111 | 4.3471 | 2.0850 |
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- | No log | 0.5455 | 6 | 2.9232 | 0.0988 | 2.9232 | 1.7097 |
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- | No log | 0.7273 | 8 | 2.1439 | 0.1151 | 2.1439 | 1.4642 |
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- | No log | 0.9091 | 10 | 1.7266 | 0.2162 | 1.7266 | 1.3140 |
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- | No log | 1.0909 | 12 | 1.5861 | 0.1905 | 1.5861 | 1.2594 |
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- | No log | 1.2727 | 14 | 1.5889 | 0.2018 | 1.5889 | 1.2605 |
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- | No log | 1.4545 | 16 | 1.7665 | 0.2632 | 1.7665 | 1.3291 |
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- | No log | 1.6364 | 18 | 2.0587 | 0.2016 | 2.0587 | 1.4348 |
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- | No log | 1.8182 | 20 | 1.8809 | 0.2879 | 1.8809 | 1.3715 |
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- | No log | 2.0 | 22 | 1.6036 | 0.3308 | 1.6036 | 1.2663 |
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- | No log | 2.1818 | 24 | 1.6805 | 0.4267 | 1.6805 | 1.2964 |
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- | No log | 2.3636 | 26 | 1.7571 | 0.4359 | 1.7571 | 1.3256 |
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- | No log | 2.5455 | 28 | 1.6993 | 0.4675 | 1.6993 | 1.3036 |
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- | No log | 2.7273 | 30 | 1.0785 | 0.5324 | 1.0785 | 1.0385 |
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- | No log | 2.9091 | 32 | 0.9199 | 0.6901 | 0.9199 | 0.9591 |
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- | No log | 3.0909 | 34 | 0.8916 | 0.6757 | 0.8916 | 0.9443 |
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- | No log | 3.2727 | 36 | 1.2117 | 0.5548 | 1.2117 | 1.1008 |
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- | No log | 3.4545 | 38 | 2.2118 | 0.3587 | 2.2118 | 1.4872 |
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- | No log | 3.6364 | 40 | 1.7812 | 0.5198 | 1.7812 | 1.3346 |
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- | No log | 3.8182 | 42 | 0.8912 | 0.7097 | 0.8912 | 0.9440 |
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- | No log | 4.0 | 44 | 0.8272 | 0.6928 | 0.8272 | 0.9095 |
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- | No log | 4.1818 | 46 | 0.9294 | 0.7037 | 0.9294 | 0.9641 |
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- | No log | 4.3636 | 48 | 1.5402 | 0.5909 | 1.5402 | 1.2410 |
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- | No log | 4.5455 | 50 | 1.3903 | 0.6243 | 1.3903 | 1.1791 |
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- | No log | 4.7273 | 52 | 0.9695 | 0.6424 | 0.9695 | 0.9846 |
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- | No log | 4.9091 | 54 | 0.7528 | 0.7205 | 0.7528 | 0.8677 |
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- | No log | 5.0909 | 56 | 0.7798 | 0.7125 | 0.7798 | 0.8831 |
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- | No log | 5.2727 | 58 | 0.7940 | 0.7394 | 0.7940 | 0.8911 |
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- | No log | 5.4545 | 60 | 0.8562 | 0.6914 | 0.8562 | 0.9253 |
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- | No log | 5.6364 | 62 | 0.8332 | 0.6994 | 0.8332 | 0.9128 |
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- | No log | 5.8182 | 64 | 0.7339 | 0.7375 | 0.7339 | 0.8567 |
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- | No log | 6.0 | 66 | 0.8433 | 0.6752 | 0.8433 | 0.9183 |
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- | No log | 6.1818 | 68 | 0.7982 | 0.6832 | 0.7982 | 0.8934 |
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- | No log | 6.3636 | 70 | 0.7293 | 0.7485 | 0.7293 | 0.8540 |
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- | No log | 6.5455 | 72 | 0.9629 | 0.6864 | 0.9629 | 0.9813 |
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- | No log | 6.7273 | 74 | 1.0023 | 0.6627 | 1.0023 | 1.0011 |
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- | No log | 6.9091 | 76 | 0.8452 | 0.6795 | 0.8452 | 0.9193 |
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- | No log | 7.0909 | 78 | 0.8044 | 0.7333 | 0.8044 | 0.8969 |
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- | No log | 7.2727 | 80 | 0.8113 | 0.7285 | 0.8113 | 0.9007 |
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- | No log | 7.4545 | 82 | 0.7659 | 0.7134 | 0.7659 | 0.8751 |
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- | No log | 7.6364 | 84 | 0.7273 | 0.7805 | 0.7273 | 0.8528 |
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- | No log | 7.8182 | 86 | 0.8136 | 0.7735 | 0.8136 | 0.9020 |
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- | No log | 8.0 | 88 | 0.7486 | 0.7914 | 0.7486 | 0.8652 |
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- | No log | 8.1818 | 90 | 0.7974 | 0.7251 | 0.7974 | 0.8930 |
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- | No log | 8.3636 | 92 | 0.8927 | 0.6994 | 0.8927 | 0.9448 |
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- | No log | 8.5455 | 94 | 0.8442 | 0.7081 | 0.8442 | 0.9188 |
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- | No log | 8.7273 | 96 | 0.8245 | 0.7574 | 0.8245 | 0.9080 |
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- | No log | 8.9091 | 98 | 1.0769 | 0.6893 | 1.0769 | 1.0377 |
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- | No log | 9.0909 | 100 | 0.9779 | 0.7024 | 0.9779 | 0.9889 |
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- | No log | 9.2727 | 102 | 0.7694 | 0.7394 | 0.7694 | 0.8771 |
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- | No log | 9.4545 | 104 | 0.7422 | 0.7456 | 0.7422 | 0.8615 |
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- | No log | 9.6364 | 106 | 0.7560 | 0.7882 | 0.7560 | 0.8695 |
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- | No log | 9.8182 | 108 | 0.9603 | 0.7072 | 0.9603 | 0.9799 |
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- | No log | 10.0 | 110 | 1.0631 | 0.6703 | 1.0631 | 1.0311 |
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- | No log | 10.1818 | 112 | 0.8247 | 0.75 | 0.8247 | 0.9082 |
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- | No log | 10.3636 | 114 | 0.7800 | 0.7485 | 0.7800 | 0.8832 |
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- | No log | 10.5455 | 116 | 0.9554 | 0.6946 | 0.9554 | 0.9774 |
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- | No log | 10.7273 | 118 | 0.9297 | 0.7101 | 0.9297 | 0.9642 |
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- | No log | 10.9091 | 120 | 0.7781 | 0.725 | 0.7781 | 0.8821 |
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- | No log | 11.0909 | 122 | 0.8692 | 0.6980 | 0.8692 | 0.9323 |
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- | No log | 11.2727 | 124 | 0.9219 | 0.6389 | 0.9219 | 0.9601 |
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- | No log | 11.4545 | 126 | 0.8756 | 0.6286 | 0.8756 | 0.9357 |
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- | No log | 11.6364 | 128 | 0.8216 | 0.7162 | 0.8216 | 0.9064 |
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- | No log | 11.8182 | 130 | 0.8436 | 0.7284 | 0.8436 | 0.9185 |
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- | No log | 12.0 | 132 | 0.8032 | 0.7239 | 0.8032 | 0.8962 |
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- | No log | 12.1818 | 134 | 0.6772 | 0.7898 | 0.6772 | 0.8229 |
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- | No log | 12.3636 | 136 | 0.7437 | 0.7368 | 0.7437 | 0.8624 |
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- | No log | 12.5455 | 138 | 0.7761 | 0.7429 | 0.7761 | 0.8810 |
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- | No log | 12.7273 | 140 | 0.6921 | 0.7869 | 0.6921 | 0.8319 |
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- | No log | 12.9091 | 142 | 0.6939 | 0.7630 | 0.6939 | 0.8330 |
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- | No log | 13.0909 | 144 | 0.7508 | 0.7630 | 0.7508 | 0.8665 |
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- | No log | 13.2727 | 146 | 0.6884 | 0.7342 | 0.6884 | 0.8297 |
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- | No log | 13.4545 | 148 | 0.6785 | 0.7831 | 0.6785 | 0.8237 |
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- | No log | 13.6364 | 150 | 0.7991 | 0.7553 | 0.7991 | 0.8939 |
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- | No log | 13.8182 | 152 | 0.8426 | 0.7619 | 0.8426 | 0.9179 |
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- | No log | 14.0 | 154 | 0.7091 | 0.7831 | 0.7091 | 0.8421 |
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- | No log | 14.1818 | 156 | 0.7357 | 0.6962 | 0.7357 | 0.8578 |
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- | No log | 14.3636 | 158 | 0.8696 | 0.7239 | 0.8696 | 0.9325 |
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- | No log | 14.5455 | 160 | 0.8197 | 0.7317 | 0.8197 | 0.9054 |
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- | No log | 14.7273 | 162 | 0.6857 | 0.8 | 0.6857 | 0.8281 |
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- | No log | 14.9091 | 164 | 0.8040 | 0.7191 | 0.8040 | 0.8966 |
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- | No log | 15.0909 | 166 | 0.9171 | 0.6824 | 0.9171 | 0.9577 |
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- | No log | 15.2727 | 168 | 0.8429 | 0.7051 | 0.8429 | 0.9181 |
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- | No log | 15.4545 | 170 | 0.7718 | 0.6892 | 0.7718 | 0.8785 |
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- | No log | 15.6364 | 172 | 0.7684 | 0.7044 | 0.7684 | 0.8766 |
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- | No log | 15.8182 | 174 | 0.7379 | 0.7515 | 0.7379 | 0.8590 |
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- | No log | 16.0 | 176 | 0.7101 | 0.7701 | 0.7101 | 0.8427 |
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- | No log | 16.1818 | 178 | 0.7196 | 0.7784 | 0.7196 | 0.8483 |
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- | No log | 16.3636 | 180 | 0.7455 | 0.7565 | 0.7455 | 0.8634 |
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- | No log | 16.5455 | 182 | 0.7663 | 0.7707 | 0.7663 | 0.8754 |
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- | No log | 16.7273 | 184 | 0.7376 | 0.7937 | 0.7376 | 0.8588 |
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- | No log | 16.9091 | 186 | 0.7353 | 0.7753 | 0.7353 | 0.8575 |
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- | No log | 17.0909 | 188 | 0.7322 | 0.7654 | 0.7322 | 0.8557 |
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- | No log | 17.2727 | 190 | 0.7466 | 0.7067 | 0.7466 | 0.8640 |
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- | No log | 17.4545 | 192 | 0.7612 | 0.72 | 0.7612 | 0.8725 |
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- | No log | 17.6364 | 194 | 0.7434 | 0.7075 | 0.7434 | 0.8622 |
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- | No log | 17.8182 | 196 | 0.7107 | 0.7722 | 0.7107 | 0.8430 |
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- | No log | 18.0 | 198 | 0.6815 | 0.7901 | 0.6815 | 0.8255 |
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- | No log | 18.1818 | 200 | 0.6755 | 0.7931 | 0.6755 | 0.8219 |
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- | No log | 18.3636 | 202 | 0.6901 | 0.7953 | 0.6901 | 0.8307 |
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- | No log | 18.5455 | 204 | 0.7584 | 0.7381 | 0.7584 | 0.8709 |
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- | No log | 18.7273 | 206 | 0.7815 | 0.7342 | 0.7815 | 0.8840 |
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- | No log | 18.9091 | 208 | 0.6840 | 0.7226 | 0.6840 | 0.8270 |
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- | No log | 19.0909 | 210 | 0.6469 | 0.7516 | 0.6469 | 0.8043 |
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- | No log | 19.2727 | 212 | 0.6509 | 0.7853 | 0.6509 | 0.8068 |
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- | No log | 19.4545 | 214 | 0.6707 | 0.8148 | 0.6707 | 0.8190 |
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- | No log | 19.6364 | 216 | 0.6961 | 0.7805 | 0.6961 | 0.8343 |
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- | No log | 19.8182 | 218 | 0.7188 | 0.7927 | 0.7188 | 0.8478 |
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- | No log | 20.0 | 220 | 0.7528 | 0.7468 | 0.7528 | 0.8676 |
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- | No log | 20.1818 | 222 | 0.7924 | 0.7195 | 0.7924 | 0.8902 |
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- | No log | 20.3636 | 224 | 0.7611 | 0.7261 | 0.7611 | 0.8724 |
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- | No log | 20.5455 | 226 | 0.7328 | 0.7665 | 0.7328 | 0.8561 |
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- | No log | 20.7273 | 228 | 0.7305 | 0.7368 | 0.7305 | 0.8547 |
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- | No log | 20.9091 | 230 | 0.7122 | 0.7727 | 0.7122 | 0.8439 |
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- | No log | 21.0909 | 232 | 0.6783 | 0.7614 | 0.6783 | 0.8236 |
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- | No log | 21.2727 | 234 | 0.6616 | 0.7977 | 0.6616 | 0.8134 |
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- | No log | 21.4545 | 236 | 0.6566 | 0.7558 | 0.6566 | 0.8103 |
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- | No log | 21.6364 | 238 | 0.6473 | 0.7746 | 0.6473 | 0.8045 |
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- | No log | 21.8182 | 240 | 0.6490 | 0.7746 | 0.6490 | 0.8056 |
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- | No log | 22.0 | 242 | 0.6734 | 0.7665 | 0.6734 | 0.8206 |
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- | No log | 22.1818 | 244 | 0.6660 | 0.7771 | 0.6660 | 0.8161 |
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- | No log | 22.3636 | 246 | 0.6687 | 0.7532 | 0.6687 | 0.8177 |
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- | No log | 22.5455 | 248 | 0.6723 | 0.7468 | 0.6723 | 0.8200 |
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- | No log | 22.7273 | 250 | 0.6759 | 0.7654 | 0.6759 | 0.8221 |
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- | No log | 22.9091 | 252 | 0.6986 | 0.7791 | 0.6986 | 0.8358 |
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- | No log | 23.0909 | 254 | 0.6811 | 0.8161 | 0.6811 | 0.8253 |
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- | No log | 23.2727 | 256 | 0.7201 | 0.7447 | 0.7201 | 0.8486 |
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- | No log | 23.4545 | 258 | 0.9053 | 0.7368 | 0.9053 | 0.9515 |
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- | No log | 23.6364 | 260 | 1.0080 | 0.7104 | 1.0080 | 1.0040 |
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- | No log | 23.8182 | 262 | 0.9219 | 0.6788 | 0.9219 | 0.9601 |
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- | No log | 24.0 | 264 | 0.7904 | 0.7162 | 0.7904 | 0.8890 |
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- | No log | 24.1818 | 266 | 0.7943 | 0.6803 | 0.7943 | 0.8913 |
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- | No log | 24.3636 | 268 | 0.8502 | 0.6757 | 0.8502 | 0.9220 |
186
- | No log | 24.5455 | 270 | 0.7970 | 0.6980 | 0.7970 | 0.8927 |
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- | No log | 24.7273 | 272 | 0.7223 | 0.7368 | 0.7223 | 0.8499 |
188
- | No log | 24.9091 | 274 | 0.7598 | 0.7283 | 0.7598 | 0.8717 |
189
- | No log | 25.0909 | 276 | 0.8365 | 0.7391 | 0.8365 | 0.9146 |
190
- | No log | 25.2727 | 278 | 0.8454 | 0.7196 | 0.8454 | 0.9194 |
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- | No log | 25.4545 | 280 | 0.8160 | 0.7273 | 0.8160 | 0.9033 |
192
- | No log | 25.6364 | 282 | 0.7826 | 0.7425 | 0.7826 | 0.8847 |
193
- | No log | 25.8182 | 284 | 0.7644 | 0.7143 | 0.7644 | 0.8743 |
194
- | No log | 26.0 | 286 | 0.7407 | 0.7394 | 0.7407 | 0.8607 |
195
- | No log | 26.1818 | 288 | 0.7186 | 0.7362 | 0.7186 | 0.8477 |
196
- | No log | 26.3636 | 290 | 0.7019 | 0.7889 | 0.7019 | 0.8378 |
197
- | No log | 26.5455 | 292 | 0.6900 | 0.7684 | 0.6900 | 0.8307 |
198
- | No log | 26.7273 | 294 | 0.6873 | 0.7684 | 0.6873 | 0.8291 |
199
- | No log | 26.9091 | 296 | 0.6668 | 0.7910 | 0.6668 | 0.8166 |
200
- | No log | 27.0909 | 298 | 0.6649 | 0.7784 | 0.6649 | 0.8154 |
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- | No log | 27.2727 | 300 | 0.6618 | 0.7564 | 0.6618 | 0.8135 |
202
- | No log | 27.4545 | 302 | 0.6676 | 0.7712 | 0.6676 | 0.8171 |
203
- | No log | 27.6364 | 304 | 0.6819 | 0.7550 | 0.6819 | 0.8258 |
204
- | No log | 27.8182 | 306 | 0.6771 | 0.7632 | 0.6771 | 0.8229 |
205
- | No log | 28.0 | 308 | 0.6862 | 0.7632 | 0.6862 | 0.8283 |
206
- | No log | 28.1818 | 310 | 0.7052 | 0.7733 | 0.7052 | 0.8398 |
207
- | No log | 28.3636 | 312 | 0.7234 | 0.7027 | 0.7234 | 0.8505 |
208
- | No log | 28.5455 | 314 | 0.7252 | 0.7143 | 0.7252 | 0.8516 |
209
- | No log | 28.7273 | 316 | 0.7216 | 0.7143 | 0.7216 | 0.8495 |
210
- | No log | 28.9091 | 318 | 0.7231 | 0.7778 | 0.7231 | 0.8504 |
211
- | No log | 29.0909 | 320 | 0.7483 | 0.7953 | 0.7483 | 0.8650 |
212
- | No log | 29.2727 | 322 | 0.7570 | 0.7746 | 0.7570 | 0.8700 |
213
- | No log | 29.4545 | 324 | 0.7287 | 0.7953 | 0.7287 | 0.8537 |
214
- | No log | 29.6364 | 326 | 0.7063 | 0.7791 | 0.7063 | 0.8404 |
215
- | No log | 29.8182 | 328 | 0.6977 | 0.7841 | 0.6977 | 0.8353 |
216
- | No log | 30.0 | 330 | 0.6869 | 0.775 | 0.6869 | 0.8288 |
217
- | No log | 30.1818 | 332 | 0.6753 | 0.7719 | 0.6753 | 0.8218 |
218
- | No log | 30.3636 | 334 | 0.7197 | 0.7953 | 0.7197 | 0.8483 |
219
- | No log | 30.5455 | 336 | 0.7431 | 0.7765 | 0.7431 | 0.8620 |
220
- | No log | 30.7273 | 338 | 0.7749 | 0.7692 | 0.7749 | 0.8803 |
221
- | No log | 30.9091 | 340 | 0.7408 | 0.7771 | 0.7408 | 0.8607 |
222
- | No log | 31.0909 | 342 | 0.7190 | 0.7361 | 0.7190 | 0.8479 |
223
- | No log | 31.2727 | 344 | 0.7297 | 0.7034 | 0.7297 | 0.8542 |
224
- | No log | 31.4545 | 346 | 0.7108 | 0.7320 | 0.7108 | 0.8431 |
225
- | No log | 31.6364 | 348 | 0.7145 | 0.7547 | 0.7145 | 0.8453 |
226
- | No log | 31.8182 | 350 | 0.7070 | 0.725 | 0.7070 | 0.8408 |
227
- | No log | 32.0 | 352 | 0.6963 | 0.7730 | 0.6963 | 0.8345 |
228
- | No log | 32.1818 | 354 | 0.7188 | 0.7811 | 0.7188 | 0.8478 |
229
- | No log | 32.3636 | 356 | 0.7414 | 0.7614 | 0.7414 | 0.8610 |
230
- | No log | 32.5455 | 358 | 0.7629 | 0.7614 | 0.7629 | 0.8734 |
231
- | No log | 32.7273 | 360 | 0.7467 | 0.7630 | 0.7467 | 0.8641 |
232
- | No log | 32.9091 | 362 | 0.6913 | 0.7590 | 0.6913 | 0.8315 |
233
- | No log | 33.0909 | 364 | 0.6740 | 0.7712 | 0.6740 | 0.8210 |
234
- | No log | 33.2727 | 366 | 0.6739 | 0.7582 | 0.6739 | 0.8209 |
235
- | No log | 33.4545 | 368 | 0.6711 | 0.7821 | 0.6711 | 0.8192 |
236
- | No log | 33.6364 | 370 | 0.6822 | 0.7711 | 0.6822 | 0.8259 |
237
- | No log | 33.8182 | 372 | 0.6881 | 0.7886 | 0.6881 | 0.8295 |
238
- | No log | 34.0 | 374 | 0.6820 | 0.7861 | 0.6820 | 0.8258 |
239
- | No log | 34.1818 | 376 | 0.6775 | 0.7861 | 0.6775 | 0.8231 |
240
- | No log | 34.3636 | 378 | 0.6826 | 0.7805 | 0.6826 | 0.8262 |
241
- | No log | 34.5455 | 380 | 0.7009 | 0.7578 | 0.7009 | 0.8372 |
242
- | No log | 34.7273 | 382 | 0.7159 | 0.7643 | 0.7159 | 0.8461 |
243
- | No log | 34.9091 | 384 | 0.7282 | 0.7564 | 0.7282 | 0.8533 |
244
- | No log | 35.0909 | 386 | 0.7392 | 0.7564 | 0.7392 | 0.8597 |
245
- | No log | 35.2727 | 388 | 0.7690 | 0.75 | 0.7690 | 0.8769 |
246
- | No log | 35.4545 | 390 | 0.7994 | 0.7362 | 0.7994 | 0.8941 |
247
- | No log | 35.6364 | 392 | 0.7779 | 0.7630 | 0.7779 | 0.8820 |
248
- | No log | 35.8182 | 394 | 0.7264 | 0.7907 | 0.7264 | 0.8523 |
249
- | No log | 36.0 | 396 | 0.7162 | 0.7602 | 0.7162 | 0.8463 |
250
- | No log | 36.1818 | 398 | 0.7176 | 0.7738 | 0.7176 | 0.8471 |
251
- | No log | 36.3636 | 400 | 0.7265 | 0.7564 | 0.7265 | 0.8524 |
252
- | No log | 36.5455 | 402 | 0.7378 | 0.7582 | 0.7378 | 0.8590 |
253
- | No log | 36.7273 | 404 | 0.7445 | 0.7532 | 0.7445 | 0.8629 |
254
- | No log | 36.9091 | 406 | 0.7482 | 0.7742 | 0.7482 | 0.8650 |
255
- | No log | 37.0909 | 408 | 0.7443 | 0.7547 | 0.7443 | 0.8627 |
256
- | No log | 37.2727 | 410 | 0.7144 | 0.7826 | 0.7144 | 0.8452 |
257
- | No log | 37.4545 | 412 | 0.7167 | 0.7453 | 0.7167 | 0.8466 |
258
- | No log | 37.6364 | 414 | 0.7289 | 0.7531 | 0.7289 | 0.8537 |
259
- | No log | 37.8182 | 416 | 0.7244 | 0.7531 | 0.7244 | 0.8511 |
260
- | No log | 38.0 | 418 | 0.7200 | 0.7619 | 0.7200 | 0.8485 |
261
- | No log | 38.1818 | 420 | 0.7530 | 0.7439 | 0.7530 | 0.8677 |
262
- | No log | 38.3636 | 422 | 0.7495 | 0.7439 | 0.7495 | 0.8657 |
263
- | No log | 38.5455 | 424 | 0.7282 | 0.7470 | 0.7282 | 0.8534 |
264
- | No log | 38.7273 | 426 | 0.7194 | 0.75 | 0.7194 | 0.8482 |
265
- | No log | 38.9091 | 428 | 0.7192 | 0.7711 | 0.7192 | 0.8480 |
266
- | No log | 39.0909 | 430 | 0.7175 | 0.7531 | 0.7175 | 0.8471 |
267
- | No log | 39.2727 | 432 | 0.7155 | 0.7375 | 0.7155 | 0.8459 |
268
- | No log | 39.4545 | 434 | 0.7188 | 0.7436 | 0.7188 | 0.8478 |
269
- | No log | 39.6364 | 436 | 0.7317 | 0.7821 | 0.7317 | 0.8554 |
270
- | No log | 39.8182 | 438 | 0.7385 | 0.7952 | 0.7385 | 0.8594 |
271
- | No log | 40.0 | 440 | 0.7593 | 0.7647 | 0.7593 | 0.8714 |
272
- | No log | 40.1818 | 442 | 0.7779 | 0.7647 | 0.7779 | 0.8820 |
273
- | No log | 40.3636 | 444 | 0.7647 | 0.7647 | 0.7647 | 0.8745 |
274
- | No log | 40.5455 | 446 | 0.7405 | 0.7857 | 0.7405 | 0.8605 |
275
- | No log | 40.7273 | 448 | 0.7344 | 0.7730 | 0.7344 | 0.8570 |
276
- | No log | 40.9091 | 450 | 0.7522 | 0.7848 | 0.7522 | 0.8673 |
277
- | No log | 41.0909 | 452 | 0.7848 | 0.7468 | 0.7848 | 0.8859 |
278
- | No log | 41.2727 | 454 | 0.8190 | 0.7375 | 0.8190 | 0.9050 |
279
- | No log | 41.4545 | 456 | 0.8308 | 0.7317 | 0.8308 | 0.9115 |
280
- | No log | 41.6364 | 458 | 0.8005 | 0.7619 | 0.8005 | 0.8947 |
281
- | No log | 41.8182 | 460 | 0.7237 | 0.7882 | 0.7237 | 0.8507 |
282
- | No log | 42.0 | 462 | 0.6792 | 0.7882 | 0.6792 | 0.8241 |
283
- | No log | 42.1818 | 464 | 0.7124 | 0.7362 | 0.7124 | 0.8440 |
284
- | No log | 42.3636 | 466 | 0.7491 | 0.7412 | 0.7491 | 0.8655 |
285
- | No log | 42.5455 | 468 | 0.7225 | 0.7349 | 0.7225 | 0.8500 |
286
- | No log | 42.7273 | 470 | 0.6899 | 0.7976 | 0.6899 | 0.8306 |
287
- | No log | 42.9091 | 472 | 0.7054 | 0.7791 | 0.7054 | 0.8399 |
288
- | No log | 43.0909 | 474 | 0.7378 | 0.7619 | 0.7378 | 0.8589 |
289
- | No log | 43.2727 | 476 | 0.7346 | 0.7683 | 0.7346 | 0.8571 |
290
- | No log | 43.4545 | 478 | 0.7223 | 0.7547 | 0.7223 | 0.8499 |
291
- | No log | 43.6364 | 480 | 0.7152 | 0.7342 | 0.7152 | 0.8457 |
292
- | No log | 43.8182 | 482 | 0.7092 | 0.7595 | 0.7092 | 0.8422 |
293
- | No log | 44.0 | 484 | 0.7049 | 0.7778 | 0.7049 | 0.8396 |
294
- | No log | 44.1818 | 486 | 0.7057 | 0.7719 | 0.7057 | 0.8401 |
295
- | No log | 44.3636 | 488 | 0.7163 | 0.7865 | 0.7163 | 0.8463 |
296
- | No log | 44.5455 | 490 | 0.7175 | 0.7869 | 0.7175 | 0.8471 |
297
- | No log | 44.7273 | 492 | 0.7152 | 0.7802 | 0.7152 | 0.8457 |
298
- | No log | 44.9091 | 494 | 0.7033 | 0.7746 | 0.7033 | 0.8386 |
299
- | No log | 45.0909 | 496 | 0.7023 | 0.7485 | 0.7023 | 0.8381 |
300
- | No log | 45.2727 | 498 | 0.7204 | 0.7451 | 0.7204 | 0.8487 |
301
- | 0.3067 | 45.4545 | 500 | 0.7442 | 0.7467 | 0.7442 | 0.8627 |
302
- | 0.3067 | 45.6364 | 502 | 0.7589 | 0.7467 | 0.7589 | 0.8712 |
303
- | 0.3067 | 45.8182 | 504 | 0.7635 | 0.7682 | 0.7635 | 0.8738 |
304
- | 0.3067 | 46.0 | 506 | 0.7477 | 0.7625 | 0.7477 | 0.8647 |
305
- | 0.3067 | 46.1818 | 508 | 0.7048 | 0.7607 | 0.7048 | 0.8395 |
306
- | 0.3067 | 46.3636 | 510 | 0.6832 | 0.7375 | 0.6832 | 0.8265 |
307
- | 0.3067 | 46.5455 | 512 | 0.6793 | 0.7296 | 0.6793 | 0.8242 |
308
- | 0.3067 | 46.7273 | 514 | 0.6803 | 0.7375 | 0.6803 | 0.8248 |
309
- | 0.3067 | 46.9091 | 516 | 0.6814 | 0.7470 | 0.6814 | 0.8255 |
310
- | 0.3067 | 47.0909 | 518 | 0.6893 | 0.7821 | 0.6893 | 0.8303 |
311
- | 0.3067 | 47.2727 | 520 | 0.6931 | 0.7912 | 0.6931 | 0.8325 |
312
- | 0.3067 | 47.4545 | 522 | 0.6893 | 0.7746 | 0.6893 | 0.8302 |
313
- | 0.3067 | 47.6364 | 524 | 0.6884 | 0.7470 | 0.6884 | 0.8297 |
314
- | 0.3067 | 47.8182 | 526 | 0.6786 | 0.7515 | 0.6786 | 0.8238 |
315
- | 0.3067 | 48.0 | 528 | 0.6772 | 0.7683 | 0.6772 | 0.8229 |
316
- | 0.3067 | 48.1818 | 530 | 0.6789 | 0.7607 | 0.6789 | 0.8239 |
317
- | 0.3067 | 48.3636 | 532 | 0.6778 | 0.7607 | 0.6778 | 0.8233 |
318
- | 0.3067 | 48.5455 | 534 | 0.6777 | 0.7683 | 0.6777 | 0.8232 |
319
- | 0.3067 | 48.7273 | 536 | 0.6890 | 0.7647 | 0.6890 | 0.8301 |
320
- | 0.3067 | 48.9091 | 538 | 0.6972 | 0.75 | 0.6972 | 0.8350 |
321
- | 0.3067 | 49.0909 | 540 | 0.6963 | 0.7394 | 0.6963 | 0.8345 |
322
- | 0.3067 | 49.2727 | 542 | 0.6897 | 0.75 | 0.6897 | 0.8305 |
323
- | 0.3067 | 49.4545 | 544 | 0.6826 | 0.7453 | 0.6826 | 0.8262 |
324
- | 0.3067 | 49.6364 | 546 | 0.6784 | 0.7607 | 0.6784 | 0.8237 |
325
- | 0.3067 | 49.8182 | 548 | 0.6747 | 0.7746 | 0.6747 | 0.8214 |
326
- | 0.3067 | 50.0 | 550 | 0.6769 | 0.7778 | 0.6769 | 0.8227 |
327
- | 0.3067 | 50.1818 | 552 | 0.6791 | 0.7845 | 0.6791 | 0.8241 |
328
- | 0.3067 | 50.3636 | 554 | 0.6843 | 0.7845 | 0.6843 | 0.8272 |
329
- | 0.3067 | 50.5455 | 556 | 0.7031 | 0.7816 | 0.7031 | 0.8385 |
330
- | 0.3067 | 50.7273 | 558 | 0.7400 | 0.7561 | 0.7400 | 0.8602 |
331
- | 0.3067 | 50.9091 | 560 | 0.7482 | 0.7607 | 0.7482 | 0.8650 |
332
- | 0.3067 | 51.0909 | 562 | 0.7354 | 0.7468 | 0.7354 | 0.8576 |
333
- | 0.3067 | 51.2727 | 564 | 0.7382 | 0.7468 | 0.7382 | 0.8592 |
334
- | 0.3067 | 51.4545 | 566 | 0.7254 | 0.7394 | 0.7254 | 0.8517 |
335
- | 0.3067 | 51.6364 | 568 | 0.7247 | 0.7636 | 0.7247 | 0.8513 |
336
- | 0.3067 | 51.8182 | 570 | 0.7384 | 0.7614 | 0.7384 | 0.8593 |
337
- | 0.3067 | 52.0 | 572 | 0.7607 | 0.7624 | 0.7607 | 0.8722 |
338
- | 0.3067 | 52.1818 | 574 | 0.7683 | 0.7692 | 0.7683 | 0.8766 |
339
- | 0.3067 | 52.3636 | 576 | 0.7689 | 0.7709 | 0.7689 | 0.8768 |
340
- | 0.3067 | 52.5455 | 578 | 0.7637 | 0.7684 | 0.7637 | 0.8739 |
341
- | 0.3067 | 52.7273 | 580 | 0.7528 | 0.7619 | 0.7528 | 0.8676 |
342
- | 0.3067 | 52.9091 | 582 | 0.7520 | 0.7619 | 0.7520 | 0.8672 |
343
- | 0.3067 | 53.0909 | 584 | 0.7541 | 0.7619 | 0.7541 | 0.8684 |
344
- | 0.3067 | 53.2727 | 586 | 0.7581 | 0.7545 | 0.7581 | 0.8707 |
345
- | 0.3067 | 53.4545 | 588 | 0.7638 | 0.7362 | 0.7638 | 0.8740 |
346
- | 0.3067 | 53.6364 | 590 | 0.7642 | 0.7578 | 0.7642 | 0.8742 |
347
- | 0.3067 | 53.8182 | 592 | 0.7744 | 0.7362 | 0.7744 | 0.8800 |
348
- | 0.3067 | 54.0 | 594 | 0.8053 | 0.7394 | 0.8053 | 0.8974 |
349
- | 0.3067 | 54.1818 | 596 | 0.8355 | 0.7337 | 0.8355 | 0.9140 |
350
- | 0.3067 | 54.3636 | 598 | 0.8345 | 0.7117 | 0.8345 | 0.9135 |
351
- | 0.3067 | 54.5455 | 600 | 0.8057 | 0.7362 | 0.8057 | 0.8976 |
352
 
353
 
354
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task1_organization
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
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task1_organization
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: 1.8551
19
+ - Qwk: 0.3111
20
+ - Mse: 1.8551
21
+ - Rmse: 1.3620
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.6667 | 2 | 6.5473 | 0.0308 | 6.5473 | 2.5588 |
53
+ | No log | 1.3333 | 4 | 5.3659 | 0.0070 | 5.3659 | 2.3164 |
54
+ | No log | 2.0 | 6 | 3.3478 | 0.1170 | 3.3478 | 1.8297 |
55
+ | No log | 2.6667 | 8 | 2.5074 | 0.0519 | 2.5074 | 1.5835 |
56
+ | No log | 3.3333 | 10 | 2.0115 | 0.2188 | 2.0115 | 1.4183 |
57
+ | No log | 4.0 | 12 | 1.6361 | 0.1538 | 1.6361 | 1.2791 |
58
+ | No log | 4.6667 | 14 | 1.7159 | 0.1132 | 1.7159 | 1.3099 |
59
+ | No log | 5.3333 | 16 | 1.7964 | 0.1455 | 1.7964 | 1.3403 |
60
+ | No log | 6.0 | 18 | 1.7458 | 0.1441 | 1.7458 | 1.3213 |
61
+ | No log | 6.6667 | 20 | 1.8439 | 0.2636 | 1.8439 | 1.3579 |
62
+ | No log | 7.3333 | 22 | 1.7747 | 0.1770 | 1.7747 | 1.3322 |
63
+ | No log | 8.0 | 24 | 1.7532 | 0.1308 | 1.7532 | 1.3241 |
64
+ | No log | 8.6667 | 26 | 1.7358 | 0.1441 | 1.7358 | 1.3175 |
65
+ | No log | 9.3333 | 28 | 1.7776 | 0.2810 | 1.7776 | 1.3332 |
66
+ | No log | 10.0 | 30 | 1.7248 | 0.1404 | 1.7248 | 1.3133 |
67
+ | No log | 10.6667 | 32 | 1.7526 | 0.1053 | 1.7526 | 1.3239 |
68
+ | No log | 11.3333 | 34 | 1.8045 | 0.2344 | 1.8045 | 1.3433 |
69
+ | No log | 12.0 | 36 | 1.7427 | 0.2051 | 1.7427 | 1.3201 |
70
+ | No log | 12.6667 | 38 | 1.7656 | 0.2439 | 1.7656 | 1.3288 |
71
+ | No log | 13.3333 | 40 | 2.0262 | 0.1739 | 2.0262 | 1.4234 |
72
+ | No log | 14.0 | 42 | 2.1099 | 0.1857 | 2.1099 | 1.4525 |
73
+ | No log | 14.6667 | 44 | 1.7350 | 0.3231 | 1.7350 | 1.3172 |
74
+ | No log | 15.3333 | 46 | 1.6523 | 0.375 | 1.6523 | 1.2854 |
75
+ | No log | 16.0 | 48 | 1.8760 | 0.2353 | 1.8760 | 1.3697 |
76
+ | No log | 16.6667 | 50 | 2.1235 | 0.1986 | 2.1235 | 1.4572 |
77
+ | No log | 17.3333 | 52 | 1.8114 | 0.2353 | 1.8114 | 1.3459 |
78
+ | No log | 18.0 | 54 | 1.4962 | 0.3902 | 1.4962 | 1.2232 |
79
+ | No log | 18.6667 | 56 | 1.5295 | 0.3871 | 1.5295 | 1.2367 |
80
+ | No log | 19.3333 | 58 | 1.7741 | 0.3284 | 1.7741 | 1.3320 |
81
+ | No log | 20.0 | 60 | 2.3079 | 0.1379 | 2.3079 | 1.5192 |
82
+ | No log | 20.6667 | 62 | 2.3187 | 0.1379 | 2.3187 | 1.5227 |
83
+ | No log | 21.3333 | 64 | 2.0474 | 0.2113 | 2.0474 | 1.4309 |
84
+ | No log | 22.0 | 66 | 1.7421 | 0.3664 | 1.7421 | 1.3199 |
85
+ | No log | 22.6667 | 68 | 1.6194 | 0.3780 | 1.6194 | 1.2725 |
86
+ | No log | 23.3333 | 70 | 1.6458 | 0.3692 | 1.6458 | 1.2829 |
87
+ | No log | 24.0 | 72 | 1.9184 | 0.2628 | 1.9184 | 1.3851 |
88
+ | No log | 24.6667 | 74 | 2.1413 | 0.2449 | 2.1413 | 1.4633 |
89
+ | No log | 25.3333 | 76 | 2.0653 | 0.2378 | 2.0653 | 1.4371 |
90
+ | No log | 26.0 | 78 | 2.0062 | 0.2143 | 2.0062 | 1.4164 |
91
+ | No log | 26.6667 | 80 | 1.7957 | 0.2482 | 1.7957 | 1.3401 |
92
+ | No log | 27.3333 | 82 | 1.5657 | 0.3817 | 1.5657 | 1.2513 |
93
+ | No log | 28.0 | 84 | 1.4822 | 0.375 | 1.4822 | 1.2174 |
94
+ | No log | 28.6667 | 86 | 1.6361 | 0.3817 | 1.6361 | 1.2791 |
95
+ | No log | 29.3333 | 88 | 1.7877 | 0.2963 | 1.7877 | 1.3370 |
96
+ | No log | 30.0 | 90 | 1.8376 | 0.2941 | 1.8376 | 1.3556 |
97
+ | No log | 30.6667 | 92 | 1.7934 | 0.3284 | 1.7934 | 1.3392 |
98
+ | No log | 31.3333 | 94 | 1.8570 | 0.2464 | 1.8570 | 1.3627 |
99
+ | No log | 32.0 | 96 | 1.8573 | 0.2609 | 1.8573 | 1.3628 |
100
+ | No log | 32.6667 | 98 | 1.8530 | 0.3433 | 1.8530 | 1.3612 |
101
+ | No log | 33.3333 | 100 | 1.9053 | 0.3088 | 1.9053 | 1.3803 |
102
+ | No log | 34.0 | 102 | 1.9388 | 0.2302 | 1.9388 | 1.3924 |
103
+ | No log | 34.6667 | 104 | 1.9625 | 0.2302 | 1.9625 | 1.4009 |
104
+ | No log | 35.3333 | 106 | 1.9460 | 0.2000 | 1.9460 | 1.3950 |
105
+ | No log | 36.0 | 108 | 1.8731 | 0.3259 | 1.8731 | 1.3686 |
106
+ | No log | 36.6667 | 110 | 1.7865 | 0.3636 | 1.7865 | 1.3366 |
107
+ | No log | 37.3333 | 112 | 1.7933 | 0.3308 | 1.7933 | 1.3391 |
108
+ | No log | 38.0 | 114 | 1.7407 | 0.3511 | 1.7407 | 1.3193 |
109
+ | No log | 38.6667 | 116 | 1.6915 | 0.3511 | 1.6915 | 1.3006 |
110
+ | No log | 39.3333 | 118 | 1.7202 | 0.3182 | 1.7202 | 1.3116 |
111
+ | No log | 40.0 | 120 | 1.6670 | 0.3359 | 1.6670 | 1.2911 |
112
+ | No log | 40.6667 | 122 | 1.6617 | 0.3359 | 1.6617 | 1.2891 |
113
+ | No log | 41.3333 | 124 | 1.6344 | 0.3538 | 1.6344 | 1.2784 |
114
+ | No log | 42.0 | 126 | 1.5475 | 0.3937 | 1.5475 | 1.2440 |
115
+ | No log | 42.6667 | 128 | 1.5496 | 0.3937 | 1.5496 | 1.2448 |
116
+ | No log | 43.3333 | 130 | 1.6581 | 0.3182 | 1.6581 | 1.2877 |
117
+ | No log | 44.0 | 132 | 1.8803 | 0.2941 | 1.8803 | 1.3713 |
118
+ | No log | 44.6667 | 134 | 2.0202 | 0.2302 | 2.0202 | 1.4213 |
119
+ | No log | 45.3333 | 136 | 2.1635 | 0.1818 | 2.1635 | 1.4709 |
120
+ | No log | 46.0 | 138 | 2.2456 | 0.1818 | 2.2456 | 1.4985 |
121
+ | No log | 46.6667 | 140 | 2.2539 | 0.1528 | 2.2539 | 1.5013 |
122
+ | No log | 47.3333 | 142 | 2.0387 | 0.2143 | 2.0387 | 1.4278 |
123
+ | No log | 48.0 | 144 | 1.7222 | 0.3308 | 1.7222 | 1.3123 |
124
+ | No log | 48.6667 | 146 | 1.5591 | 0.3968 | 1.5591 | 1.2486 |
125
+ | No log | 49.3333 | 148 | 1.5271 | 0.4355 | 1.5271 | 1.2358 |
126
+ | No log | 50.0 | 150 | 1.6247 | 0.3692 | 1.6247 | 1.2746 |
127
+ | No log | 50.6667 | 152 | 1.8538 | 0.2963 | 1.8538 | 1.3615 |
128
+ | No log | 51.3333 | 154 | 2.0903 | 0.2000 | 2.0903 | 1.4458 |
129
+ | No log | 52.0 | 156 | 2.1868 | 0.1818 | 2.1868 | 1.4788 |
130
+ | No log | 52.6667 | 158 | 2.0665 | 0.2000 | 2.0665 | 1.4375 |
131
+ | No log | 53.3333 | 160 | 1.8563 | 0.2815 | 1.8563 | 1.3624 |
132
+ | No log | 54.0 | 162 | 1.7314 | 0.3308 | 1.7314 | 1.3158 |
133
+ | No log | 54.6667 | 164 | 1.7120 | 0.3308 | 1.7120 | 1.3084 |
134
+ | No log | 55.3333 | 166 | 1.7652 | 0.3308 | 1.7652 | 1.3286 |
135
+ | No log | 56.0 | 168 | 1.8420 | 0.3134 | 1.8420 | 1.3572 |
136
+ | No log | 56.6667 | 170 | 1.9523 | 0.2158 | 1.9523 | 1.3973 |
137
+ | No log | 57.3333 | 172 | 2.0651 | 0.2158 | 2.0651 | 1.4371 |
138
+ | No log | 58.0 | 174 | 2.0864 | 0.2000 | 2.0864 | 1.4444 |
139
+ | No log | 58.6667 | 176 | 2.0769 | 0.2000 | 2.0769 | 1.4411 |
140
+ | No log | 59.3333 | 178 | 2.0046 | 0.2158 | 2.0046 | 1.4159 |
141
+ | No log | 60.0 | 180 | 1.9135 | 0.2774 | 1.9135 | 1.3833 |
142
+ | No log | 60.6667 | 182 | 1.8176 | 0.3308 | 1.8176 | 1.3482 |
143
+ | No log | 61.3333 | 184 | 1.7696 | 0.3308 | 1.7696 | 1.3302 |
144
+ | No log | 62.0 | 186 | 1.7900 | 0.3308 | 1.7900 | 1.3379 |
145
+ | No log | 62.6667 | 188 | 1.8225 | 0.3308 | 1.8225 | 1.3500 |
146
+ | No log | 63.3333 | 190 | 1.8351 | 0.3308 | 1.8351 | 1.3546 |
147
+ | No log | 64.0 | 192 | 1.8584 | 0.2985 | 1.8584 | 1.3632 |
148
+ | No log | 64.6667 | 194 | 1.8954 | 0.2985 | 1.8954 | 1.3767 |
149
+ | No log | 65.3333 | 196 | 1.9361 | 0.2482 | 1.9361 | 1.3915 |
150
+ | No log | 66.0 | 198 | 1.9806 | 0.2482 | 1.9806 | 1.4073 |
151
+ | No log | 66.6667 | 200 | 2.0577 | 0.2000 | 2.0577 | 1.4345 |
152
+ | No log | 67.3333 | 202 | 2.1366 | 0.1702 | 2.1366 | 1.4617 |
153
+ | No log | 68.0 | 204 | 2.1558 | 0.1702 | 2.1558 | 1.4683 |
154
+ | No log | 68.6667 | 206 | 2.1078 | 0.2000 | 2.1078 | 1.4518 |
155
+ | No log | 69.3333 | 208 | 2.1196 | 0.2000 | 2.1196 | 1.4559 |
156
+ | No log | 70.0 | 210 | 2.1170 | 0.2000 | 2.1170 | 1.4550 |
157
+ | No log | 70.6667 | 212 | 2.1570 | 0.1549 | 2.1570 | 1.4687 |
158
+ | No log | 71.3333 | 214 | 2.1069 | 0.2000 | 2.1069 | 1.4515 |
159
+ | No log | 72.0 | 216 | 1.9835 | 0.2464 | 1.9835 | 1.4084 |
160
+ | No log | 72.6667 | 218 | 1.8832 | 0.2815 | 1.8832 | 1.3723 |
161
+ | No log | 73.3333 | 220 | 1.8152 | 0.3308 | 1.8152 | 1.3473 |
162
+ | No log | 74.0 | 222 | 1.7260 | 0.3511 | 1.7260 | 1.3138 |
163
+ | No log | 74.6667 | 224 | 1.7209 | 0.3511 | 1.7209 | 1.3118 |
164
+ | No log | 75.3333 | 226 | 1.7022 | 0.3566 | 1.7022 | 1.3047 |
165
+ | No log | 76.0 | 228 | 1.6576 | 0.3566 | 1.6576 | 1.2875 |
166
+ | No log | 76.6667 | 230 | 1.6154 | 0.3968 | 1.6154 | 1.2710 |
167
+ | No log | 77.3333 | 232 | 1.5842 | 0.4032 | 1.5842 | 1.2587 |
168
+ | No log | 78.0 | 234 | 1.5813 | 0.4032 | 1.5813 | 1.2575 |
169
+ | No log | 78.6667 | 236 | 1.5943 | 0.3968 | 1.5943 | 1.2626 |
170
+ | No log | 79.3333 | 238 | 1.6068 | 0.375 | 1.6068 | 1.2676 |
171
+ | No log | 80.0 | 240 | 1.6556 | 0.3566 | 1.6556 | 1.2867 |
172
+ | No log | 80.6667 | 242 | 1.7461 | 0.3308 | 1.7461 | 1.3214 |
173
+ | No log | 81.3333 | 244 | 1.8446 | 0.2815 | 1.8446 | 1.3582 |
174
+ | No log | 82.0 | 246 | 1.9356 | 0.2774 | 1.9356 | 1.3912 |
175
+ | No log | 82.6667 | 248 | 2.0129 | 0.2302 | 2.0129 | 1.4188 |
176
+ | No log | 83.3333 | 250 | 2.0295 | 0.2302 | 2.0295 | 1.4246 |
177
+ | No log | 84.0 | 252 | 2.0599 | 0.2000 | 2.0599 | 1.4352 |
178
+ | No log | 84.6667 | 254 | 2.0856 | 0.2000 | 2.0856 | 1.4442 |
179
+ | No log | 85.3333 | 256 | 2.0987 | 0.2000 | 2.0987 | 1.4487 |
180
+ | No log | 86.0 | 258 | 2.1176 | 0.2000 | 2.1176 | 1.4552 |
181
+ | No log | 86.6667 | 260 | 2.1138 | 0.2000 | 2.1138 | 1.4539 |
182
+ | No log | 87.3333 | 262 | 2.1225 | 0.1844 | 2.1225 | 1.4569 |
183
+ | No log | 88.0 | 264 | 2.1331 | 0.1844 | 2.1331 | 1.4605 |
184
+ | No log | 88.6667 | 266 | 2.1397 | 0.1844 | 2.1397 | 1.4628 |
185
+ | No log | 89.3333 | 268 | 2.1233 | 0.1844 | 2.1233 | 1.4571 |
186
+ | No log | 90.0 | 270 | 2.0984 | 0.2000 | 2.0984 | 1.4486 |
187
+ | No log | 90.6667 | 272 | 2.0630 | 0.2000 | 2.0630 | 1.4363 |
188
+ | No log | 91.3333 | 274 | 2.0330 | 0.2000 | 2.0330 | 1.4258 |
189
+ | No log | 92.0 | 276 | 1.9921 | 0.2609 | 1.9921 | 1.4114 |
190
+ | No log | 92.6667 | 278 | 1.9659 | 0.2609 | 1.9659 | 1.4021 |
191
+ | No log | 93.3333 | 280 | 1.9502 | 0.2609 | 1.9502 | 1.3965 |
192
+ | No log | 94.0 | 282 | 1.9230 | 0.2774 | 1.9230 | 1.3867 |
193
+ | No log | 94.6667 | 284 | 1.9016 | 0.2774 | 1.9016 | 1.3790 |
194
+ | No log | 95.3333 | 286 | 1.8892 | 0.2774 | 1.8892 | 1.3745 |
195
+ | No log | 96.0 | 288 | 1.8812 | 0.2774 | 1.8812 | 1.3716 |
196
+ | No log | 96.6667 | 290 | 1.8733 | 0.2794 | 1.8733 | 1.3687 |
197
+ | No log | 97.3333 | 292 | 1.8680 | 0.2794 | 1.8680 | 1.3667 |
198
+ | No log | 98.0 | 294 | 1.8640 | 0.2794 | 1.8640 | 1.3653 |
199
+ | No log | 98.6667 | 296 | 1.8599 | 0.2794 | 1.8599 | 1.3638 |
200
+ | No log | 99.3333 | 298 | 1.8566 | 0.3111 | 1.8566 | 1.3626 |
201
+ | No log | 100.0 | 300 | 1.8551 | 0.3111 | 1.8551 | 1.3620 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
202
 
203
 
204
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