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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_task7_organization

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  1. README.md +441 -0
  2. config.json +32 -0
  3. model.safetensors +3 -0
  4. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ library_name: transformers
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+ 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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k10_task7_organization
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+ results: []
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+ ---
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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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+
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+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k10_task7_organization
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+
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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: 0.8494
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+ - Qwk: 0.1447
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+ - Mse: 0.8494
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+ - Rmse: 0.9216
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 100
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.0606 | 2 | 2.4957 | -0.0788 | 2.4957 | 1.5798 |
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+ | No log | 0.1212 | 4 | 1.2082 | -0.0395 | 1.2082 | 1.0992 |
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+ | No log | 0.1818 | 6 | 1.0249 | -0.0970 | 1.0249 | 1.0124 |
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+ | No log | 0.2424 | 8 | 1.0989 | 0.0116 | 1.0989 | 1.0483 |
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+ | No log | 0.3030 | 10 | 1.1881 | 0.0094 | 1.1881 | 1.0900 |
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+ | No log | 0.3636 | 12 | 1.1292 | -0.0861 | 1.1292 | 1.0627 |
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+ | No log | 0.4242 | 14 | 1.0572 | -0.0095 | 1.0572 | 1.0282 |
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+ | No log | 0.4848 | 16 | 0.9494 | -0.0907 | 0.9494 | 0.9744 |
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+ | No log | 0.5455 | 18 | 0.9124 | 0.0051 | 0.9124 | 0.9552 |
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+ | No log | 0.6061 | 20 | 1.0240 | 0.0600 | 1.0240 | 1.0119 |
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+ | No log | 0.6667 | 22 | 1.0749 | 0.1292 | 1.0749 | 1.0368 |
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+ | No log | 0.7273 | 24 | 0.9296 | 0.0955 | 0.9296 | 0.9642 |
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+ | No log | 0.7879 | 26 | 0.8140 | 0.0 | 0.8140 | 0.9022 |
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+ | No log | 0.8485 | 28 | 0.7788 | 0.0 | 0.7788 | 0.8825 |
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+ | No log | 0.9091 | 30 | 0.7832 | 0.0327 | 0.7832 | 0.8850 |
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+ | No log | 0.9697 | 32 | 0.8153 | -0.0149 | 0.8153 | 0.9029 |
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+ | No log | 1.0303 | 34 | 0.8457 | -0.0027 | 0.8457 | 0.9196 |
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+ | No log | 1.0909 | 36 | 0.9175 | -0.0426 | 0.9175 | 0.9578 |
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+ | No log | 1.1515 | 38 | 1.0636 | 0.0286 | 1.0636 | 1.0313 |
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+ | No log | 1.2121 | 40 | 1.2284 | 0.0731 | 1.2284 | 1.1083 |
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+ | No log | 1.2727 | 42 | 1.2369 | 0.0479 | 1.2369 | 1.1122 |
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+ | No log | 1.3333 | 44 | 1.1992 | 0.0169 | 1.1992 | 1.0951 |
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+ | No log | 1.3939 | 46 | 1.1081 | -0.1326 | 1.1081 | 1.0527 |
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+ | No log | 1.4545 | 48 | 0.9963 | 0.0026 | 0.9963 | 0.9982 |
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+ | No log | 1.5152 | 50 | 0.9692 | 0.0181 | 0.9692 | 0.9845 |
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+ | No log | 1.5758 | 52 | 0.9729 | 0.0816 | 0.9729 | 0.9864 |
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+ | No log | 1.6364 | 54 | 0.9934 | 0.0781 | 0.9934 | 0.9967 |
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+ | No log | 1.6970 | 56 | 0.9791 | -0.0149 | 0.9791 | 0.9895 |
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+ | No log | 1.7576 | 58 | 1.0681 | -0.0808 | 1.0681 | 1.0335 |
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+ | No log | 1.8182 | 60 | 1.1925 | 0.0044 | 1.1925 | 1.0920 |
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+ | No log | 1.8788 | 62 | 1.0307 | -0.1408 | 1.0307 | 1.0152 |
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+ | No log | 1.9394 | 64 | 0.8727 | 0.0481 | 0.8727 | 0.9342 |
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+ | No log | 2.0 | 66 | 0.8679 | 0.0 | 0.8679 | 0.9316 |
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+ | No log | 2.0606 | 68 | 0.8813 | -0.0054 | 0.8813 | 0.9388 |
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+ | No log | 2.1212 | 70 | 0.9019 | 0.0327 | 0.9019 | 0.9497 |
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+ | No log | 2.1818 | 72 | 0.8700 | 0.1139 | 0.8700 | 0.9328 |
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+ | No log | 2.2424 | 74 | 0.8177 | 0.0376 | 0.8177 | 0.9043 |
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+ | No log | 2.3030 | 76 | 0.7961 | -0.0462 | 0.7961 | 0.8923 |
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+ | No log | 2.3636 | 78 | 0.8634 | 0.0509 | 0.8634 | 0.9292 |
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+ | No log | 2.4242 | 80 | 1.0219 | 0.0925 | 1.0219 | 1.0109 |
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+ | No log | 2.4848 | 82 | 1.0420 | 0.1273 | 1.0420 | 1.0208 |
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+ | No log | 2.5455 | 84 | 0.9953 | 0.0875 | 0.9953 | 0.9976 |
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+ | No log | 2.6061 | 86 | 0.9038 | 0.0697 | 0.9038 | 0.9507 |
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+ | No log | 2.6667 | 88 | 0.9042 | 0.0697 | 0.9042 | 0.9509 |
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+ | No log | 2.7273 | 90 | 0.9815 | 0.0066 | 0.9815 | 0.9907 |
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+ | No log | 2.7879 | 92 | 1.0594 | 0.0623 | 1.0594 | 1.0293 |
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+ | No log | 2.8485 | 94 | 1.0084 | 0.1595 | 1.0084 | 1.0042 |
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+ | No log | 2.9091 | 96 | 0.8961 | 0.1267 | 0.8961 | 0.9466 |
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+ | No log | 2.9697 | 98 | 0.8474 | 0.0905 | 0.8474 | 0.9206 |
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+ | No log | 3.0303 | 100 | 0.8423 | 0.1267 | 0.8423 | 0.9178 |
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+ | No log | 3.0909 | 102 | 0.8582 | 0.1051 | 0.8582 | 0.9264 |
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+ | No log | 3.1515 | 104 | 0.9076 | 0.1636 | 0.9076 | 0.9527 |
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+ | No log | 3.2121 | 106 | 0.9695 | 0.1183 | 0.9695 | 0.9846 |
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+ | No log | 3.2727 | 108 | 0.9781 | 0.0101 | 0.9781 | 0.9890 |
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+ | No log | 3.3333 | 110 | 0.9405 | 0.0520 | 0.9405 | 0.9698 |
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+ | No log | 3.3939 | 112 | 0.9108 | 0.0584 | 0.9108 | 0.9544 |
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+ | No log | 3.4545 | 114 | 1.0202 | 0.1201 | 1.0202 | 1.0100 |
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+ | No log | 3.5152 | 116 | 1.1367 | 0.1882 | 1.1367 | 1.0661 |
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+ | No log | 3.5758 | 118 | 1.0568 | 0.1685 | 1.0568 | 1.0280 |
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+ | No log | 3.6364 | 120 | 0.9305 | 0.0051 | 0.9305 | 0.9646 |
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+ | No log | 3.6970 | 122 | 0.8511 | -0.0079 | 0.8511 | 0.9225 |
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+ | No log | 3.7576 | 124 | 0.8343 | 0.0643 | 0.8343 | 0.9134 |
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+ | No log | 3.8182 | 126 | 0.8353 | 0.1094 | 0.8353 | 0.9140 |
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+ | No log | 3.8788 | 128 | 0.8796 | 0.0408 | 0.8796 | 0.9379 |
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+ | No log | 3.9394 | 130 | 1.0001 | 0.1313 | 1.0001 | 1.0000 |
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+ | No log | 4.0 | 132 | 1.1928 | 0.0993 | 1.1928 | 1.0922 |
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+ | No log | 4.0606 | 134 | 1.2548 | 0.0526 | 1.2548 | 1.1202 |
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+ | No log | 4.1212 | 136 | 1.0993 | 0.1228 | 1.0993 | 1.0485 |
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+ | No log | 4.1818 | 138 | 1.0657 | 0.1500 | 1.0657 | 1.0323 |
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+ | No log | 4.2424 | 140 | 1.0635 | 0.1500 | 1.0635 | 1.0312 |
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+ | No log | 4.3030 | 142 | 1.0914 | 0.1488 | 1.0914 | 1.0447 |
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+ | No log | 4.3636 | 144 | 1.0106 | 0.1645 | 1.0106 | 1.0053 |
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+ | No log | 4.4242 | 146 | 0.9026 | 0.2287 | 0.9026 | 0.9501 |
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+ | No log | 4.4848 | 148 | 0.8739 | 0.1506 | 0.8739 | 0.9348 |
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+ | No log | 4.5455 | 150 | 0.8712 | 0.1603 | 0.8712 | 0.9334 |
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+ | No log | 4.6061 | 152 | 0.8960 | 0.0727 | 0.8960 | 0.9466 |
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+ | No log | 4.6667 | 154 | 0.9379 | 0.1475 | 0.9379 | 0.9685 |
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+ | No log | 4.7273 | 156 | 0.9110 | 0.1440 | 0.9110 | 0.9544 |
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+ | No log | 4.7879 | 158 | 0.8859 | 0.1219 | 0.8859 | 0.9412 |
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+ | No log | 4.8485 | 160 | 0.9671 | 0.0728 | 0.9671 | 0.9834 |
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+ | No log | 4.9091 | 162 | 1.0071 | 0.0418 | 1.0071 | 1.0035 |
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+ | No log | 4.9697 | 164 | 1.0000 | 0.0563 | 1.0000 | 1.0000 |
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+ | No log | 5.0303 | 166 | 1.0088 | 0.1346 | 1.0088 | 1.0044 |
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+ | No log | 5.0909 | 168 | 0.9963 | 0.1385 | 0.9963 | 0.9981 |
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+ | No log | 5.1515 | 170 | 0.9170 | 0.0694 | 0.9170 | 0.9576 |
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+ | No log | 5.2121 | 172 | 0.8763 | 0.1219 | 0.8763 | 0.9361 |
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+ | No log | 5.2727 | 174 | 0.9082 | 0.3372 | 0.9082 | 0.9530 |
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+ | No log | 5.3333 | 176 | 0.8622 | 0.1972 | 0.8622 | 0.9286 |
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+ | No log | 5.3939 | 178 | 0.8224 | 0.0705 | 0.8224 | 0.9069 |
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+ | No log | 5.4545 | 180 | 0.8506 | 0.0816 | 0.8506 | 0.9223 |
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+ | No log | 5.5152 | 182 | 0.9348 | 0.1605 | 0.9348 | 0.9668 |
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+ | No log | 5.5758 | 184 | 0.9491 | 0.1615 | 0.9491 | 0.9742 |
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+ | No log | 5.6364 | 186 | 0.9127 | 0.1975 | 0.9127 | 0.9554 |
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+ | No log | 5.6970 | 188 | 0.8554 | 0.1608 | 0.8554 | 0.9249 |
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+ | No log | 5.7576 | 190 | 0.8132 | 0.1608 | 0.8132 | 0.9017 |
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+ | No log | 5.8182 | 192 | 0.7953 | 0.1336 | 0.7953 | 0.8918 |
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+ | No log | 5.8788 | 194 | 0.8127 | 0.1638 | 0.8127 | 0.9015 |
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+ | No log | 5.9394 | 196 | 0.8531 | 0.2030 | 0.8531 | 0.9237 |
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+ | No log | 6.0 | 198 | 0.9722 | 0.2424 | 0.9722 | 0.9860 |
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+ | No log | 6.0606 | 200 | 1.0416 | 0.1506 | 1.0416 | 1.0206 |
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+ | No log | 6.1212 | 202 | 0.9804 | 0.1571 | 0.9804 | 0.9902 |
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+ | No log | 6.1818 | 204 | 0.8768 | 0.1170 | 0.8768 | 0.9364 |
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+ | No log | 6.2424 | 206 | 0.8655 | 0.1448 | 0.8655 | 0.9303 |
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+ | No log | 6.3030 | 208 | 0.8915 | 0.2440 | 0.8915 | 0.9442 |
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+ | No log | 6.3636 | 210 | 0.8873 | 0.1298 | 0.8873 | 0.9420 |
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+ | No log | 6.4242 | 212 | 0.9083 | 0.0978 | 0.9083 | 0.9531 |
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+ | No log | 6.4848 | 214 | 0.9029 | 0.0943 | 0.9029 | 0.9502 |
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+ | No log | 6.5455 | 216 | 0.8800 | 0.2780 | 0.8800 | 0.9381 |
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+ | No log | 6.6061 | 218 | 0.8493 | 0.2780 | 0.8493 | 0.9216 |
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+ | No log | 6.6667 | 220 | 0.8356 | 0.2780 | 0.8356 | 0.9141 |
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+ | No log | 6.7273 | 222 | 0.8349 | 0.1331 | 0.8349 | 0.9137 |
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+ | No log | 6.7879 | 224 | 0.8567 | 0.2273 | 0.8567 | 0.9256 |
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+ | No log | 6.8485 | 226 | 0.8559 | 0.1321 | 0.8559 | 0.9252 |
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+ | No log | 6.9091 | 228 | 0.8762 | 0.2633 | 0.8762 | 0.9360 |
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+ | No log | 6.9697 | 230 | 0.8988 | 0.2695 | 0.8988 | 0.9480 |
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+ | No log | 7.0303 | 232 | 0.9145 | 0.2277 | 0.9145 | 0.9563 |
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+ | No log | 7.0909 | 234 | 0.9380 | 0.2231 | 0.9380 | 0.9685 |
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+ | No log | 7.1515 | 236 | 0.9440 | 0.1846 | 0.9440 | 0.9716 |
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+ | No log | 7.2121 | 238 | 0.9363 | 0.2277 | 0.9363 | 0.9676 |
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+ | No log | 7.2727 | 240 | 0.9593 | 0.2321 | 0.9593 | 0.9794 |
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+ | No log | 7.3333 | 242 | 0.9343 | 0.2467 | 0.9343 | 0.9666 |
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+ | No log | 7.3939 | 244 | 0.8729 | 0.1391 | 0.8729 | 0.9343 |
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+ | No log | 7.4545 | 246 | 0.8860 | 0.2030 | 0.8860 | 0.9413 |
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+ | No log | 7.5152 | 248 | 0.9297 | 0.1453 | 0.9297 | 0.9642 |
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+ | No log | 7.5758 | 250 | 0.9043 | 0.2211 | 0.9043 | 0.9509 |
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+ | No log | 7.6364 | 252 | 0.8836 | 0.1724 | 0.8836 | 0.9400 |
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+ | No log | 7.6970 | 254 | 0.9251 | 0.2523 | 0.9251 | 0.9618 |
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+ | No log | 7.7576 | 256 | 0.9336 | 0.2321 | 0.9336 | 0.9662 |
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+ | No log | 7.8182 | 258 | 0.8934 | 0.2953 | 0.8934 | 0.9452 |
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+ | No log | 7.8788 | 260 | 0.8693 | 0.2095 | 0.8693 | 0.9324 |
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+ | No log | 7.9394 | 262 | 0.9216 | 0.1641 | 0.9216 | 0.9600 |
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+ | No log | 8.0 | 264 | 0.9183 | 0.1641 | 0.9183 | 0.9583 |
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+ | No log | 8.0606 | 266 | 0.8712 | 0.1716 | 0.8712 | 0.9334 |
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+ | No log | 8.1212 | 268 | 0.8383 | 0.1809 | 0.8383 | 0.9156 |
186
+ | No log | 8.1818 | 270 | 0.7900 | 0.1935 | 0.7900 | 0.8888 |
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+ | No log | 8.2424 | 272 | 0.7949 | 0.2004 | 0.7949 | 0.8916 |
188
+ | No log | 8.3030 | 274 | 0.7959 | 0.3280 | 0.7959 | 0.8921 |
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+ | No log | 8.3636 | 276 | 0.7830 | 0.1616 | 0.7830 | 0.8849 |
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+ | No log | 8.4242 | 278 | 0.7981 | 0.2623 | 0.7981 | 0.8933 |
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+ | No log | 8.4848 | 280 | 0.7903 | 0.2243 | 0.7903 | 0.8890 |
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+ | No log | 8.5455 | 282 | 0.7823 | 0.2901 | 0.7823 | 0.8845 |
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+ | No log | 8.6061 | 284 | 0.7843 | 0.2973 | 0.7843 | 0.8856 |
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+ | No log | 8.6667 | 286 | 0.7843 | 0.2783 | 0.7843 | 0.8856 |
195
+ | No log | 8.7273 | 288 | 0.7864 | 0.2386 | 0.7864 | 0.8868 |
196
+ | No log | 8.7879 | 290 | 0.8069 | 0.2105 | 0.8069 | 0.8983 |
197
+ | No log | 8.8485 | 292 | 0.7975 | 0.1768 | 0.7975 | 0.8930 |
198
+ | No log | 8.9091 | 294 | 0.7963 | 0.2386 | 0.7963 | 0.8923 |
199
+ | No log | 8.9697 | 296 | 0.8159 | 0.2621 | 0.8159 | 0.9033 |
200
+ | No log | 9.0303 | 298 | 0.8560 | 0.2722 | 0.8560 | 0.9252 |
201
+ | No log | 9.0909 | 300 | 0.8157 | 0.2622 | 0.8157 | 0.9032 |
202
+ | No log | 9.1515 | 302 | 0.8050 | 0.3051 | 0.8050 | 0.8972 |
203
+ | No log | 9.2121 | 304 | 0.8242 | 0.2171 | 0.8242 | 0.9079 |
204
+ | No log | 9.2727 | 306 | 0.8069 | 0.2802 | 0.8069 | 0.8983 |
205
+ | No log | 9.3333 | 308 | 0.8619 | 0.2962 | 0.8619 | 0.9284 |
206
+ | No log | 9.3939 | 310 | 0.8801 | 0.2163 | 0.8801 | 0.9381 |
207
+ | No log | 9.4545 | 312 | 0.8573 | 0.3136 | 0.8573 | 0.9259 |
208
+ | No log | 9.5152 | 314 | 0.8035 | 0.4006 | 0.8035 | 0.8964 |
209
+ | No log | 9.5758 | 316 | 0.8593 | 0.1502 | 0.8593 | 0.9270 |
210
+ | No log | 9.6364 | 318 | 0.8982 | 0.1231 | 0.8982 | 0.9478 |
211
+ | No log | 9.6970 | 320 | 0.8218 | 0.1873 | 0.8218 | 0.9065 |
212
+ | No log | 9.7576 | 322 | 0.7672 | 0.2279 | 0.7672 | 0.8759 |
213
+ | No log | 9.8182 | 324 | 0.8264 | 0.2960 | 0.8264 | 0.9091 |
214
+ | No log | 9.8788 | 326 | 0.8732 | 0.3221 | 0.8732 | 0.9344 |
215
+ | No log | 9.9394 | 328 | 0.8324 | 0.3267 | 0.8324 | 0.9124 |
216
+ | No log | 10.0 | 330 | 0.7986 | 0.2327 | 0.7986 | 0.8936 |
217
+ | No log | 10.0606 | 332 | 0.8026 | 0.1091 | 0.8026 | 0.8959 |
218
+ | No log | 10.1212 | 334 | 0.7910 | 0.1091 | 0.7910 | 0.8894 |
219
+ | No log | 10.1818 | 336 | 0.7880 | 0.1782 | 0.7880 | 0.8877 |
220
+ | No log | 10.2424 | 338 | 0.8068 | 0.1720 | 0.8068 | 0.8982 |
221
+ | No log | 10.3030 | 340 | 0.8248 | 0.2234 | 0.8248 | 0.9082 |
222
+ | No log | 10.3636 | 342 | 0.8549 | 0.2537 | 0.8549 | 0.9246 |
223
+ | No log | 10.4242 | 344 | 0.8855 | 0.1610 | 0.8855 | 0.9410 |
224
+ | No log | 10.4848 | 346 | 0.9215 | 0.1921 | 0.9215 | 0.9600 |
225
+ | No log | 10.5455 | 348 | 0.9253 | 0.2074 | 0.9253 | 0.9619 |
226
+ | No log | 10.6061 | 350 | 0.8948 | 0.2061 | 0.8948 | 0.9459 |
227
+ | No log | 10.6667 | 352 | 0.8926 | 0.1426 | 0.8926 | 0.9448 |
228
+ | No log | 10.7273 | 354 | 0.8812 | 0.1090 | 0.8812 | 0.9387 |
229
+ | No log | 10.7879 | 356 | 0.8989 | 0.1090 | 0.8989 | 0.9481 |
230
+ | No log | 10.8485 | 358 | 0.9319 | 0.1090 | 0.9319 | 0.9653 |
231
+ | No log | 10.9091 | 360 | 0.9266 | 0.1090 | 0.9266 | 0.9626 |
232
+ | No log | 10.9697 | 362 | 0.9160 | 0.1397 | 0.9160 | 0.9571 |
233
+ | No log | 11.0303 | 364 | 0.9154 | 0.1397 | 0.9154 | 0.9568 |
234
+ | No log | 11.0909 | 366 | 0.9323 | 0.1426 | 0.9323 | 0.9656 |
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+ | No log | 11.1515 | 368 | 0.9328 | 0.2110 | 0.9328 | 0.9658 |
236
+ | No log | 11.2121 | 370 | 0.8700 | 0.1091 | 0.8700 | 0.9327 |
237
+ | No log | 11.2727 | 372 | 0.8355 | 0.2004 | 0.8355 | 0.9140 |
238
+ | No log | 11.3333 | 374 | 0.8729 | 0.2893 | 0.8729 | 0.9343 |
239
+ | No log | 11.3939 | 376 | 0.8779 | 0.2449 | 0.8779 | 0.9369 |
240
+ | No log | 11.4545 | 378 | 0.9032 | 0.1629 | 0.9032 | 0.9504 |
241
+ | No log | 11.5152 | 380 | 0.9673 | 0.1737 | 0.9673 | 0.9835 |
242
+ | No log | 11.5758 | 382 | 1.0063 | 0.1189 | 1.0063 | 1.0031 |
243
+ | No log | 11.6364 | 384 | 0.9810 | 0.1581 | 0.9810 | 0.9905 |
244
+ | No log | 11.6970 | 386 | 0.9189 | 0.0518 | 0.9189 | 0.9586 |
245
+ | No log | 11.7576 | 388 | 0.8747 | -0.0319 | 0.8747 | 0.9352 |
246
+ | No log | 11.8182 | 390 | 0.8648 | 0.1014 | 0.8648 | 0.9300 |
247
+ | No log | 11.8788 | 392 | 0.8780 | 0.0978 | 0.8780 | 0.9370 |
248
+ | No log | 11.9394 | 394 | 0.9002 | 0.0640 | 0.9002 | 0.9488 |
249
+ | No log | 12.0 | 396 | 0.9265 | 0.0 | 0.9265 | 0.9626 |
250
+ | No log | 12.0606 | 398 | 0.9351 | 0.0640 | 0.9351 | 0.9670 |
251
+ | No log | 12.1212 | 400 | 0.9459 | 0.1205 | 0.9459 | 0.9726 |
252
+ | No log | 12.1818 | 402 | 0.9655 | 0.1412 | 0.9655 | 0.9826 |
253
+ | No log | 12.2424 | 404 | 0.9852 | 0.0648 | 0.9852 | 0.9926 |
254
+ | No log | 12.3030 | 406 | 1.0433 | 0.1682 | 1.0433 | 1.0214 |
255
+ | No log | 12.3636 | 408 | 1.0452 | 0.1662 | 1.0452 | 1.0224 |
256
+ | No log | 12.4242 | 410 | 0.9938 | 0.1401 | 0.9938 | 0.9969 |
257
+ | No log | 12.4848 | 412 | 0.9202 | 0.0694 | 0.9202 | 0.9593 |
258
+ | No log | 12.5455 | 414 | 0.9006 | 0.2718 | 0.9006 | 0.9490 |
259
+ | No log | 12.6061 | 416 | 0.8836 | 0.2561 | 0.8836 | 0.9400 |
260
+ | No log | 12.6667 | 418 | 0.8638 | 0.2621 | 0.8638 | 0.9294 |
261
+ | No log | 12.7273 | 420 | 0.8472 | 0.2621 | 0.8472 | 0.9204 |
262
+ | No log | 12.7879 | 422 | 0.8239 | 0.2748 | 0.8239 | 0.9077 |
263
+ | No log | 12.8485 | 424 | 0.8205 | 0.2748 | 0.8205 | 0.9058 |
264
+ | No log | 12.9091 | 426 | 0.8191 | 0.1684 | 0.8191 | 0.9050 |
265
+ | No log | 12.9697 | 428 | 0.8087 | 0.2684 | 0.8087 | 0.8993 |
266
+ | No log | 13.0303 | 430 | 0.8224 | 0.2561 | 0.8224 | 0.9068 |
267
+ | No log | 13.0909 | 432 | 0.8251 | 0.2561 | 0.8251 | 0.9084 |
268
+ | No log | 13.1515 | 434 | 0.8234 | 0.2561 | 0.8234 | 0.9074 |
269
+ | No log | 13.2121 | 436 | 0.8371 | 0.2078 | 0.8371 | 0.9149 |
270
+ | No log | 13.2727 | 438 | 0.8656 | 0.1331 | 0.8656 | 0.9304 |
271
+ | No log | 13.3333 | 440 | 0.9169 | 0.1052 | 0.9169 | 0.9575 |
272
+ | No log | 13.3939 | 442 | 0.9391 | 0.0727 | 0.9391 | 0.9691 |
273
+ | No log | 13.4545 | 444 | 0.9559 | 0.0662 | 0.9559 | 0.9777 |
274
+ | No log | 13.5152 | 446 | 0.9628 | 0.2479 | 0.9628 | 0.9812 |
275
+ | No log | 13.5758 | 448 | 0.9539 | 0.2424 | 0.9539 | 0.9767 |
276
+ | No log | 13.6364 | 450 | 0.9326 | 0.0978 | 0.9326 | 0.9657 |
277
+ | No log | 13.6970 | 452 | 0.9133 | 0.1321 | 0.9133 | 0.9557 |
278
+ | No log | 13.7576 | 454 | 0.8868 | 0.2366 | 0.8868 | 0.9417 |
279
+ | No log | 13.8182 | 456 | 0.8623 | 0.2424 | 0.8623 | 0.9286 |
280
+ | No log | 13.8788 | 458 | 0.8515 | 0.2053 | 0.8515 | 0.9228 |
281
+ | No log | 13.9394 | 460 | 0.8889 | 0.1519 | 0.8889 | 0.9428 |
282
+ | No log | 14.0 | 462 | 0.9327 | 0.1555 | 0.9327 | 0.9658 |
283
+ | No log | 14.0606 | 464 | 0.9018 | 0.1519 | 0.9018 | 0.9496 |
284
+ | No log | 14.1212 | 466 | 0.8590 | 0.2355 | 0.8590 | 0.9268 |
285
+ | No log | 14.1818 | 468 | 0.8859 | 0.3101 | 0.8859 | 0.9412 |
286
+ | No log | 14.2424 | 470 | 0.9159 | 0.2447 | 0.9159 | 0.9570 |
287
+ | No log | 14.3030 | 472 | 0.9011 | 0.2163 | 0.9011 | 0.9493 |
288
+ | No log | 14.3636 | 474 | 0.8595 | 0.2579 | 0.8595 | 0.9271 |
289
+ | No log | 14.4242 | 476 | 0.8387 | 0.2652 | 0.8387 | 0.9158 |
290
+ | No log | 14.4848 | 478 | 0.8395 | 0.2564 | 0.8395 | 0.9163 |
291
+ | No log | 14.5455 | 480 | 0.8514 | 0.2688 | 0.8514 | 0.9227 |
292
+ | No log | 14.6061 | 482 | 0.8609 | 0.2688 | 0.8609 | 0.9278 |
293
+ | No log | 14.6667 | 484 | 0.8724 | 0.2553 | 0.8724 | 0.9340 |
294
+ | No log | 14.7273 | 486 | 0.8722 | 0.2553 | 0.8722 | 0.9339 |
295
+ | No log | 14.7879 | 488 | 0.8623 | 0.2914 | 0.8623 | 0.9286 |
296
+ | No log | 14.8485 | 490 | 0.8518 | 0.2203 | 0.8518 | 0.9229 |
297
+ | No log | 14.9091 | 492 | 0.8621 | 0.1017 | 0.8621 | 0.9285 |
298
+ | No log | 14.9697 | 494 | 0.9164 | 0.1194 | 0.9164 | 0.9573 |
299
+ | No log | 15.0303 | 496 | 0.9588 | 0.1194 | 0.9588 | 0.9792 |
300
+ | No log | 15.0909 | 498 | 0.9146 | 0.1198 | 0.9146 | 0.9564 |
301
+ | 0.3284 | 15.1515 | 500 | 0.8511 | 0.1492 | 0.8511 | 0.9225 |
302
+ | 0.3284 | 15.2121 | 502 | 0.8117 | 0.1746 | 0.8117 | 0.9009 |
303
+ | 0.3284 | 15.2727 | 504 | 0.8166 | 0.2327 | 0.8166 | 0.9036 |
304
+ | 0.3284 | 15.3333 | 506 | 0.8461 | 0.2690 | 0.8461 | 0.9198 |
305
+ | 0.3284 | 15.3939 | 508 | 0.8553 | 0.2690 | 0.8553 | 0.9248 |
306
+ | 0.3284 | 15.4545 | 510 | 0.8412 | 0.2419 | 0.8412 | 0.9172 |
307
+ | 0.3284 | 15.5152 | 512 | 0.8290 | 0.2058 | 0.8290 | 0.9105 |
308
+ | 0.3284 | 15.5758 | 514 | 0.8313 | 0.1935 | 0.8313 | 0.9118 |
309
+ | 0.3284 | 15.6364 | 516 | 0.8368 | 0.2102 | 0.8368 | 0.9148 |
310
+ | 0.3284 | 15.6970 | 518 | 0.8714 | 0.2212 | 0.8714 | 0.9335 |
311
+ | 0.3284 | 15.7576 | 520 | 0.8811 | 0.2778 | 0.8811 | 0.9387 |
312
+ | 0.3284 | 15.8182 | 522 | 0.8642 | 0.2633 | 0.8642 | 0.9296 |
313
+ | 0.3284 | 15.8788 | 524 | 0.8403 | 0.2419 | 0.8403 | 0.9167 |
314
+ | 0.3284 | 15.9394 | 526 | 0.8124 | 0.1986 | 0.8124 | 0.9014 |
315
+ | 0.3284 | 16.0 | 528 | 0.8127 | 0.1463 | 0.8127 | 0.9015 |
316
+ | 0.3284 | 16.0606 | 530 | 0.8124 | 0.1174 | 0.8124 | 0.9014 |
317
+ | 0.3284 | 16.1212 | 532 | 0.7931 | 0.2290 | 0.7931 | 0.8906 |
318
+ | 0.3284 | 16.1818 | 534 | 0.7859 | 0.2135 | 0.7859 | 0.8865 |
319
+ | 0.3284 | 16.2424 | 536 | 0.8099 | 0.2063 | 0.8099 | 0.9000 |
320
+ | 0.3284 | 16.3030 | 538 | 0.8558 | 0.3399 | 0.8558 | 0.9251 |
321
+ | 0.3284 | 16.3636 | 540 | 0.8567 | 0.2283 | 0.8567 | 0.9256 |
322
+ | 0.3284 | 16.4242 | 542 | 0.8319 | 0.2749 | 0.8319 | 0.9121 |
323
+ | 0.3284 | 16.4848 | 544 | 0.8154 | 0.2053 | 0.8154 | 0.9030 |
324
+ | 0.3284 | 16.5455 | 546 | 0.8247 | 0.2461 | 0.8247 | 0.9081 |
325
+ | 0.3284 | 16.6061 | 548 | 0.8258 | 0.2461 | 0.8258 | 0.9087 |
326
+ | 0.3284 | 16.6667 | 550 | 0.8138 | 0.2053 | 0.8138 | 0.9021 |
327
+ | 0.3284 | 16.7273 | 552 | 0.8093 | 0.2593 | 0.8093 | 0.8996 |
328
+ | 0.3284 | 16.7879 | 554 | 0.8230 | 0.2152 | 0.8230 | 0.9072 |
329
+ | 0.3284 | 16.8485 | 556 | 0.8277 | 0.2717 | 0.8277 | 0.9098 |
330
+ | 0.3284 | 16.9091 | 558 | 0.8250 | 0.2895 | 0.8250 | 0.9083 |
331
+ | 0.3284 | 16.9697 | 560 | 0.8295 | 0.2053 | 0.8295 | 0.9108 |
332
+ | 0.3284 | 17.0303 | 562 | 0.8279 | 0.2342 | 0.8279 | 0.9099 |
333
+ | 0.3284 | 17.0909 | 564 | 0.8359 | 0.3133 | 0.8359 | 0.9143 |
334
+ | 0.3284 | 17.1515 | 566 | 0.8316 | 0.2683 | 0.8316 | 0.9119 |
335
+ | 0.3284 | 17.2121 | 568 | 0.8234 | 0.2392 | 0.8234 | 0.9074 |
336
+ | 0.3284 | 17.2727 | 570 | 0.8239 | 0.2058 | 0.8239 | 0.9077 |
337
+ | 0.3284 | 17.3333 | 572 | 0.8228 | 0.1710 | 0.8228 | 0.9071 |
338
+ | 0.3284 | 17.3939 | 574 | 0.8183 | 0.2135 | 0.8183 | 0.9046 |
339
+ | 0.3284 | 17.4545 | 576 | 0.8263 | 0.1834 | 0.8263 | 0.9090 |
340
+ | 0.3284 | 17.5152 | 578 | 0.8331 | 0.2513 | 0.8331 | 0.9127 |
341
+ | 0.3284 | 17.5758 | 580 | 0.8381 | 0.2842 | 0.8381 | 0.9155 |
342
+ | 0.3284 | 17.6364 | 582 | 0.8410 | 0.2713 | 0.8410 | 0.9171 |
343
+ | 0.3284 | 17.6970 | 584 | 0.8603 | 0.2591 | 0.8603 | 0.9275 |
344
+ | 0.3284 | 17.7576 | 586 | 0.9020 | 0.2163 | 0.9020 | 0.9497 |
345
+ | 0.3284 | 17.8182 | 588 | 0.8928 | 0.2995 | 0.8928 | 0.9449 |
346
+ | 0.3284 | 17.8788 | 590 | 0.8504 | 0.1884 | 0.8504 | 0.9221 |
347
+ | 0.3284 | 17.9394 | 592 | 0.8256 | 0.1710 | 0.8256 | 0.9086 |
348
+ | 0.3284 | 18.0 | 594 | 0.8233 | 0.1432 | 0.8233 | 0.9074 |
349
+ | 0.3284 | 18.0606 | 596 | 0.8138 | 0.2135 | 0.8138 | 0.9021 |
350
+ | 0.3284 | 18.1212 | 598 | 0.8239 | 0.2270 | 0.8239 | 0.9077 |
351
+ | 0.3284 | 18.1818 | 600 | 0.8692 | 0.2576 | 0.8692 | 0.9323 |
352
+ | 0.3284 | 18.2424 | 602 | 0.9219 | 0.2812 | 0.9219 | 0.9602 |
353
+ | 0.3284 | 18.3030 | 604 | 0.9525 | 0.3134 | 0.9525 | 0.9760 |
354
+ | 0.3284 | 18.3636 | 606 | 0.9359 | 0.3008 | 0.9359 | 0.9674 |
355
+ | 0.3284 | 18.4242 | 608 | 0.8729 | 0.2576 | 0.8729 | 0.9343 |
356
+ | 0.3284 | 18.4848 | 610 | 0.8150 | 0.3603 | 0.8150 | 0.9028 |
357
+ | 0.3284 | 18.5455 | 612 | 0.8065 | 0.3022 | 0.8065 | 0.8981 |
358
+ | 0.3284 | 18.6061 | 614 | 0.8104 | 0.2744 | 0.8104 | 0.9002 |
359
+ | 0.3284 | 18.6667 | 616 | 0.8140 | 0.2744 | 0.8140 | 0.9022 |
360
+ | 0.3284 | 18.7273 | 618 | 0.8199 | 0.2744 | 0.8199 | 0.9055 |
361
+ | 0.3284 | 18.7879 | 620 | 0.8199 | 0.2744 | 0.8199 | 0.9055 |
362
+ | 0.3284 | 18.8485 | 622 | 0.8267 | 0.2744 | 0.8267 | 0.9092 |
363
+ | 0.3284 | 18.9091 | 624 | 0.8242 | 0.3022 | 0.8242 | 0.9079 |
364
+ | 0.3284 | 18.9697 | 626 | 0.8191 | 0.2744 | 0.8191 | 0.9050 |
365
+ | 0.3284 | 19.0303 | 628 | 0.8107 | 0.2456 | 0.8107 | 0.9004 |
366
+ | 0.3284 | 19.0909 | 630 | 0.8049 | 0.2744 | 0.8049 | 0.8972 |
367
+ | 0.3284 | 19.1515 | 632 | 0.8068 | 0.2994 | 0.8068 | 0.8982 |
368
+ | 0.3284 | 19.2121 | 634 | 0.8027 | 0.2923 | 0.8027 | 0.8960 |
369
+ | 0.3284 | 19.2727 | 636 | 0.8163 | 0.2085 | 0.8163 | 0.9035 |
370
+ | 0.3284 | 19.3333 | 638 | 0.8365 | 0.2171 | 0.8365 | 0.9146 |
371
+ | 0.3284 | 19.3939 | 640 | 0.8213 | 0.2085 | 0.8213 | 0.9062 |
372
+ | 0.3284 | 19.4545 | 642 | 0.7971 | 0.2661 | 0.7971 | 0.8928 |
373
+ | 0.3284 | 19.5152 | 644 | 0.7944 | 0.2717 | 0.7944 | 0.8913 |
374
+ | 0.3284 | 19.5758 | 646 | 0.7844 | 0.2424 | 0.7844 | 0.8857 |
375
+ | 0.3284 | 19.6364 | 648 | 0.7738 | 0.2279 | 0.7738 | 0.8797 |
376
+ | 0.3284 | 19.6970 | 650 | 0.7699 | 0.2456 | 0.7699 | 0.8774 |
377
+ | 0.3284 | 19.7576 | 652 | 0.7737 | 0.2456 | 0.7737 | 0.8796 |
378
+ | 0.3284 | 19.8182 | 654 | 0.7907 | 0.2456 | 0.7907 | 0.8892 |
379
+ | 0.3284 | 19.8788 | 656 | 0.8022 | 0.2456 | 0.8022 | 0.8957 |
380
+ | 0.3284 | 19.9394 | 658 | 0.8023 | 0.2053 | 0.8023 | 0.8957 |
381
+ | 0.3284 | 20.0 | 660 | 0.8089 | 0.2775 | 0.8089 | 0.8994 |
382
+ | 0.3284 | 20.0606 | 662 | 0.8528 | 0.2474 | 0.8528 | 0.9235 |
383
+ | 0.3284 | 20.1212 | 664 | 0.8931 | 0.3615 | 0.8931 | 0.9450 |
384
+ | 0.3284 | 20.1818 | 666 | 0.8920 | 0.3023 | 0.8920 | 0.9445 |
385
+ | 0.3284 | 20.2424 | 668 | 0.8601 | 0.2270 | 0.8601 | 0.9274 |
386
+ | 0.3284 | 20.3030 | 670 | 0.8357 | 0.2058 | 0.8357 | 0.9141 |
387
+ | 0.3284 | 20.3636 | 672 | 0.8247 | 0.2480 | 0.8247 | 0.9081 |
388
+ | 0.3284 | 20.4242 | 674 | 0.8241 | 0.2480 | 0.8241 | 0.9078 |
389
+ | 0.3284 | 20.4848 | 676 | 0.8381 | 0.2279 | 0.8381 | 0.9155 |
390
+ | 0.3284 | 20.5455 | 678 | 0.8609 | 0.2505 | 0.8609 | 0.9279 |
391
+ | 0.3284 | 20.6061 | 680 | 0.8822 | 0.2453 | 0.8822 | 0.9392 |
392
+ | 0.3284 | 20.6667 | 682 | 0.9047 | 0.2802 | 0.9047 | 0.9511 |
393
+ | 0.3284 | 20.7273 | 684 | 0.9271 | 0.2514 | 0.9271 | 0.9629 |
394
+ | 0.3284 | 20.7879 | 686 | 0.9368 | 0.2514 | 0.9368 | 0.9679 |
395
+ | 0.3284 | 20.8485 | 688 | 0.9185 | 0.2514 | 0.9185 | 0.9584 |
396
+ | 0.3284 | 20.9091 | 690 | 0.8908 | 0.2802 | 0.8908 | 0.9438 |
397
+ | 0.3284 | 20.9697 | 692 | 0.8797 | 0.2508 | 0.8797 | 0.9379 |
398
+ | 0.3284 | 21.0303 | 694 | 0.8660 | 0.2019 | 0.8660 | 0.9306 |
399
+ | 0.3284 | 21.0909 | 696 | 0.8532 | 0.1746 | 0.8532 | 0.9237 |
400
+ | 0.3284 | 21.1515 | 698 | 0.8542 | 0.1463 | 0.8542 | 0.9242 |
401
+ | 0.3284 | 21.2121 | 700 | 0.8596 | 0.1492 | 0.8596 | 0.9272 |
402
+ | 0.3284 | 21.2727 | 702 | 0.8618 | 0.2160 | 0.8618 | 0.9283 |
403
+ | 0.3284 | 21.3333 | 704 | 0.8621 | 0.2310 | 0.8621 | 0.9285 |
404
+ | 0.3284 | 21.3939 | 706 | 0.8728 | 0.2203 | 0.8728 | 0.9342 |
405
+ | 0.3284 | 21.4545 | 708 | 0.8745 | 0.1558 | 0.8745 | 0.9351 |
406
+ | 0.3284 | 21.5152 | 710 | 0.8910 | 0.2440 | 0.8910 | 0.9439 |
407
+ | 0.3284 | 21.5758 | 712 | 0.8952 | 0.2440 | 0.8952 | 0.9461 |
408
+ | 0.3284 | 21.6364 | 714 | 0.8684 | 0.2847 | 0.8684 | 0.9319 |
409
+ | 0.3284 | 21.6970 | 716 | 0.8393 | 0.2847 | 0.8393 | 0.9161 |
410
+ | 0.3284 | 21.7576 | 718 | 0.8359 | 0.2847 | 0.8359 | 0.9143 |
411
+ | 0.3284 | 21.8182 | 720 | 0.8208 | 0.2563 | 0.8208 | 0.9060 |
412
+ | 0.3284 | 21.8788 | 722 | 0.8128 | 0.2279 | 0.8128 | 0.9016 |
413
+ | 0.3284 | 21.9394 | 724 | 0.8038 | 0.1952 | 0.8038 | 0.8965 |
414
+ | 0.3284 | 22.0 | 726 | 0.8012 | 0.1952 | 0.8012 | 0.8951 |
415
+ | 0.3284 | 22.0606 | 728 | 0.8012 | 0.2843 | 0.8012 | 0.8951 |
416
+ | 0.3284 | 22.1212 | 730 | 0.8092 | 0.2780 | 0.8092 | 0.8996 |
417
+ | 0.3284 | 22.1818 | 732 | 0.8092 | 0.2777 | 0.8092 | 0.8996 |
418
+ | 0.3284 | 22.2424 | 734 | 0.8087 | 0.2279 | 0.8087 | 0.8993 |
419
+ | 0.3284 | 22.3030 | 736 | 0.8123 | 0.2279 | 0.8123 | 0.9013 |
420
+ | 0.3284 | 22.3636 | 738 | 0.8164 | 0.2279 | 0.8164 | 0.9036 |
421
+ | 0.3284 | 22.4242 | 740 | 0.8274 | 0.2058 | 0.8274 | 0.9096 |
422
+ | 0.3284 | 22.4848 | 742 | 0.8421 | 0.2203 | 0.8421 | 0.9177 |
423
+ | 0.3284 | 22.5455 | 744 | 0.8478 | 0.3011 | 0.8478 | 0.9208 |
424
+ | 0.3284 | 22.6061 | 746 | 0.8393 | 0.2819 | 0.8393 | 0.9161 |
425
+ | 0.3284 | 22.6667 | 748 | 0.8277 | 0.2819 | 0.8277 | 0.9098 |
426
+ | 0.3284 | 22.7273 | 750 | 0.8148 | 0.2963 | 0.8148 | 0.9027 |
427
+ | 0.3284 | 22.7879 | 752 | 0.8020 | 0.2135 | 0.8020 | 0.8956 |
428
+ | 0.3284 | 22.8485 | 754 | 0.8060 | 0.1782 | 0.8060 | 0.8978 |
429
+ | 0.3284 | 22.9091 | 756 | 0.8276 | 0.0796 | 0.8276 | 0.9097 |
430
+ | 0.3284 | 22.9697 | 758 | 0.8342 | 0.1091 | 0.8342 | 0.9133 |
431
+ | 0.3284 | 23.0303 | 760 | 0.8377 | 0.1447 | 0.8377 | 0.9152 |
432
+ | 0.3284 | 23.0909 | 762 | 0.8439 | 0.1447 | 0.8439 | 0.9186 |
433
+ | 0.3284 | 23.1515 | 764 | 0.8494 | 0.1447 | 0.8494 | 0.9216 |
434
+
435
+
436
+ ### Framework versions
437
+
438
+ - Transformers 4.44.2
439
+ - Pytorch 2.4.0+cu118
440
+ - Datasets 2.21.0
441
+ - Tokenizers 0.19.1
config.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "aubmindlab/bert-base-arabertv02",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 768,
11
+ "id2label": {
12
+ "0": "LABEL_0"
13
+ },
14
+ "initializer_range": 0.02,
15
+ "intermediate_size": 3072,
16
+ "label2id": {
17
+ "LABEL_0": 0
18
+ },
19
+ "layer_norm_eps": 1e-12,
20
+ "max_position_embeddings": 512,
21
+ "model_type": "bert",
22
+ "num_attention_heads": 12,
23
+ "num_hidden_layers": 12,
24
+ "pad_token_id": 0,
25
+ "position_embedding_type": "absolute",
26
+ "problem_type": "regression",
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