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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task7_organization

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  1. README.md +446 -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_run2_AugV5_k11_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_run2_AugV5_k11_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: 0.7198
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+ - Qwk: 0.0741
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+ - Mse: 0.7198
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+ - Rmse: 0.8484
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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 | 0.0571 | 2 | 2.5142 | -0.0449 | 2.5142 | 1.5856 |
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+ | No log | 0.1143 | 4 | 1.2660 | 0.0721 | 1.2660 | 1.1252 |
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+ | No log | 0.1714 | 6 | 0.9590 | -0.1408 | 0.9590 | 0.9793 |
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+ | No log | 0.2286 | 8 | 1.0011 | -0.0073 | 1.0011 | 1.0005 |
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+ | No log | 0.2857 | 10 | 1.0789 | -0.0860 | 1.0789 | 1.0387 |
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+ | No log | 0.3429 | 12 | 0.9888 | -0.0500 | 0.9888 | 0.9944 |
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+ | No log | 0.4 | 14 | 0.9968 | -0.0483 | 0.9968 | 0.9984 |
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+ | No log | 0.4571 | 16 | 0.8759 | 0.0 | 0.8759 | 0.9359 |
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+ | No log | 0.5143 | 18 | 0.8512 | 0.0428 | 0.8512 | 0.9226 |
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+ | No log | 0.5714 | 20 | 0.8288 | 0.0 | 0.8288 | 0.9104 |
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+ | No log | 0.6286 | 22 | 0.8754 | 0.0 | 0.8754 | 0.9357 |
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+ | No log | 0.6857 | 24 | 0.8775 | 0.0 | 0.8775 | 0.9368 |
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+ | No log | 0.7429 | 26 | 0.8532 | 0.0 | 0.8532 | 0.9237 |
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+ | No log | 0.8 | 28 | 0.8692 | 0.0 | 0.8692 | 0.9323 |
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+ | No log | 0.8571 | 30 | 0.8845 | 0.0481 | 0.8845 | 0.9405 |
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+ | No log | 0.9143 | 32 | 0.8103 | 0.0 | 0.8103 | 0.9002 |
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+ | No log | 0.9714 | 34 | 0.8172 | 0.1050 | 0.8172 | 0.9040 |
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+ | No log | 1.0286 | 36 | 0.8511 | 0.2527 | 0.8511 | 0.9226 |
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+ | No log | 1.0857 | 38 | 0.8076 | 0.1807 | 0.8076 | 0.8987 |
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+ | No log | 1.1429 | 40 | 0.7951 | 0.0027 | 0.7951 | 0.8917 |
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+ | No log | 1.2 | 42 | 0.7971 | 0.0940 | 0.7971 | 0.8928 |
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+ | No log | 1.2571 | 44 | 0.8954 | 0.1739 | 0.8954 | 0.9463 |
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+ | No log | 1.3143 | 46 | 0.9468 | 0.0101 | 0.9468 | 0.9730 |
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+ | No log | 1.3714 | 48 | 0.8594 | 0.0053 | 0.8594 | 0.9271 |
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+ | No log | 1.4286 | 50 | 0.8339 | 0.0 | 0.8339 | 0.9132 |
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+ | No log | 1.4857 | 52 | 0.8125 | 0.0359 | 0.8125 | 0.9014 |
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+ | No log | 1.5429 | 54 | 0.7584 | 0.0393 | 0.7584 | 0.8708 |
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+ | No log | 1.6 | 56 | 0.7650 | 0.0893 | 0.7650 | 0.8747 |
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+ | No log | 1.6571 | 58 | 0.9768 | 0.2242 | 0.9768 | 0.9883 |
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+ | No log | 1.7143 | 60 | 1.1419 | 0.2051 | 1.1419 | 1.0686 |
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+ | No log | 1.7714 | 62 | 1.0599 | 0.2147 | 1.0599 | 1.0295 |
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+ | No log | 1.8286 | 64 | 0.9108 | 0.1770 | 0.9108 | 0.9543 |
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+ | No log | 1.8857 | 66 | 0.7781 | 0.0 | 0.7781 | 0.8821 |
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+ | No log | 1.9429 | 68 | 0.7508 | 0.0798 | 0.7508 | 0.8665 |
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+ | No log | 2.0 | 70 | 0.7766 | 0.1139 | 0.7766 | 0.8812 |
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+ | No log | 2.0571 | 72 | 0.7882 | 0.2270 | 0.7882 | 0.8878 |
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+ | No log | 2.1143 | 74 | 0.7647 | 0.0840 | 0.7647 | 0.8745 |
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+ | No log | 2.1714 | 76 | 0.7957 | 0.0428 | 0.7957 | 0.8920 |
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+ | No log | 2.2286 | 78 | 0.8168 | 0.0428 | 0.8168 | 0.9037 |
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+ | No log | 2.2857 | 80 | 0.7823 | 0.0428 | 0.7823 | 0.8845 |
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+ | No log | 2.3429 | 82 | 0.8005 | 0.0889 | 0.8005 | 0.8947 |
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+ | No log | 2.4 | 84 | 0.8468 | 0.1321 | 0.8468 | 0.9202 |
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+ | No log | 2.4571 | 86 | 0.8485 | 0.2418 | 0.8485 | 0.9211 |
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+ | No log | 2.5143 | 88 | 0.8928 | 0.1942 | 0.8928 | 0.9449 |
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+ | No log | 2.5714 | 90 | 0.9691 | -0.0410 | 0.9691 | 0.9844 |
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+ | No log | 2.6286 | 92 | 0.9846 | 0.0230 | 0.9846 | 0.9923 |
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+ | No log | 2.6857 | 94 | 0.9123 | 0.0049 | 0.9123 | 0.9551 |
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+ | No log | 2.7429 | 96 | 0.8416 | 0.0733 | 0.8416 | 0.9174 |
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+ | No log | 2.8 | 98 | 0.8214 | 0.0733 | 0.8214 | 0.9063 |
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+ | No log | 2.8571 | 100 | 0.8430 | -0.0806 | 0.8430 | 0.9182 |
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+ | No log | 2.9143 | 102 | 0.8063 | -0.0025 | 0.8063 | 0.8979 |
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+ | No log | 2.9714 | 104 | 0.7545 | 0.1094 | 0.7545 | 0.8686 |
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+ | No log | 3.0286 | 106 | 0.7453 | 0.0295 | 0.7453 | 0.8633 |
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+ | No log | 3.0857 | 108 | 0.7729 | 0.1094 | 0.7729 | 0.8791 |
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+ | No log | 3.1429 | 110 | 0.8232 | 0.0757 | 0.8232 | 0.9073 |
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+ | No log | 3.2 | 112 | 0.8663 | 0.0725 | 0.8663 | 0.9307 |
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+ | No log | 3.2571 | 114 | 0.8645 | 0.0725 | 0.8645 | 0.9298 |
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+ | No log | 3.3143 | 116 | 0.8400 | 0.1050 | 0.8400 | 0.9165 |
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+ | No log | 3.3714 | 118 | 0.8331 | 0.1093 | 0.8331 | 0.9128 |
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+ | No log | 3.4286 | 120 | 0.8424 | 0.2205 | 0.8424 | 0.9178 |
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+ | No log | 3.4857 | 122 | 0.8535 | 0.2182 | 0.8535 | 0.9239 |
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+ | No log | 3.5429 | 124 | 0.8879 | 0.2522 | 0.8879 | 0.9423 |
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+ | No log | 3.6 | 126 | 0.8238 | 0.2811 | 0.8238 | 0.9076 |
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+ | No log | 3.6571 | 128 | 0.8084 | 0.1786 | 0.8084 | 0.8991 |
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+ | No log | 3.7143 | 130 | 0.9205 | 0.1285 | 0.9205 | 0.9594 |
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+ | No log | 3.7714 | 132 | 1.0835 | 0.3152 | 1.0835 | 1.0409 |
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+ | No log | 3.8286 | 134 | 0.9431 | 0.2643 | 0.9431 | 0.9711 |
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+ | No log | 3.8857 | 136 | 0.8174 | 0.0938 | 0.8174 | 0.9041 |
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+ | No log | 3.9429 | 138 | 0.9378 | 0.3204 | 0.9378 | 0.9684 |
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+ | No log | 4.0 | 140 | 0.9221 | 0.3137 | 0.9221 | 0.9603 |
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+ | No log | 4.0571 | 142 | 0.7860 | 0.2085 | 0.7860 | 0.8866 |
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+ | No log | 4.1143 | 144 | 0.7787 | 0.1541 | 0.7787 | 0.8825 |
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+ | No log | 4.1714 | 146 | 0.8113 | 0.1141 | 0.8113 | 0.9007 |
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+ | No log | 4.2286 | 148 | 0.7760 | 0.1587 | 0.7760 | 0.8809 |
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+ | No log | 4.2857 | 150 | 0.7685 | 0.1686 | 0.7685 | 0.8766 |
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+ | No log | 4.3429 | 152 | 0.7844 | 0.1591 | 0.7844 | 0.8857 |
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+ | No log | 4.4 | 154 | 0.8328 | 0.3407 | 0.8328 | 0.9126 |
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+ | No log | 4.4571 | 156 | 0.8440 | 0.3331 | 0.8440 | 0.9187 |
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+ | No log | 4.5143 | 158 | 0.8256 | 0.2675 | 0.8256 | 0.9086 |
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+ | No log | 4.5714 | 160 | 0.7723 | 0.0971 | 0.7723 | 0.8788 |
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+ | No log | 4.6286 | 162 | 0.7862 | 0.0826 | 0.7862 | 0.8867 |
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+ | No log | 4.6857 | 164 | 0.7785 | 0.1260 | 0.7785 | 0.8823 |
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+ | No log | 4.7429 | 166 | 0.7912 | 0.1136 | 0.7912 | 0.8895 |
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+ | No log | 4.8 | 168 | 0.7977 | 0.1136 | 0.7977 | 0.8932 |
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+ | No log | 4.8571 | 170 | 0.7602 | 0.1050 | 0.7602 | 0.8719 |
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+ | No log | 4.9143 | 172 | 0.7718 | 0.2787 | 0.7718 | 0.8785 |
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+ | No log | 4.9714 | 174 | 0.7765 | 0.2787 | 0.7765 | 0.8812 |
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+ | No log | 5.0286 | 176 | 0.7257 | 0.2471 | 0.7257 | 0.8519 |
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+ | No log | 5.0857 | 178 | 0.7089 | 0.3006 | 0.7089 | 0.8419 |
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+ | No log | 5.1429 | 180 | 0.7048 | 0.2572 | 0.7048 | 0.8395 |
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+ | No log | 5.2 | 182 | 0.7053 | 0.2379 | 0.7053 | 0.8398 |
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+ | No log | 5.2571 | 184 | 0.7008 | 0.2379 | 0.7008 | 0.8371 |
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+ | No log | 5.3143 | 186 | 0.6978 | 0.2590 | 0.6978 | 0.8353 |
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+ | No log | 5.3714 | 188 | 0.7029 | 0.3111 | 0.7029 | 0.8384 |
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+ | No log | 5.4286 | 190 | 0.7227 | 0.2193 | 0.7227 | 0.8501 |
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+ | No log | 5.4857 | 192 | 0.7882 | 0.2491 | 0.7882 | 0.8878 |
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+ | No log | 5.5429 | 194 | 0.8828 | 0.3471 | 0.8828 | 0.9396 |
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+ | No log | 5.6 | 196 | 0.8370 | 0.2708 | 0.8370 | 0.9149 |
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+ | No log | 5.6571 | 198 | 0.7342 | 0.2058 | 0.7342 | 0.8569 |
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+ | No log | 5.7143 | 200 | 0.7659 | 0.2784 | 0.7659 | 0.8751 |
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+ | No log | 5.7714 | 202 | 0.7608 | 0.3099 | 0.7608 | 0.8722 |
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+ | No log | 5.8286 | 204 | 0.6819 | 0.2981 | 0.6819 | 0.8258 |
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+ | No log | 5.8857 | 206 | 0.7191 | 0.2299 | 0.7191 | 0.8480 |
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+ | No log | 5.9429 | 208 | 0.8534 | 0.3730 | 0.8534 | 0.9238 |
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+ | No log | 6.0 | 210 | 0.9338 | 0.2086 | 0.9338 | 0.9663 |
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+ | No log | 6.0571 | 212 | 0.8959 | 0.2411 | 0.8959 | 0.9465 |
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+ | No log | 6.1143 | 214 | 0.7830 | 0.2259 | 0.7830 | 0.8849 |
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+ | No log | 6.1714 | 216 | 0.7071 | 0.1790 | 0.7071 | 0.8409 |
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+ | No log | 6.2286 | 218 | 0.7514 | 0.2261 | 0.7514 | 0.8668 |
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+ | No log | 6.2857 | 220 | 0.8197 | 0.3167 | 0.8197 | 0.9054 |
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+ | No log | 6.3429 | 222 | 0.8043 | 0.1648 | 0.8043 | 0.8968 |
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+ | No log | 6.4 | 224 | 0.7735 | 0.1400 | 0.7735 | 0.8795 |
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+ | No log | 6.4571 | 226 | 0.7924 | 0.0733 | 0.7924 | 0.8901 |
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+ | No log | 6.5143 | 228 | 0.7860 | 0.1093 | 0.7860 | 0.8866 |
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+ | No log | 6.5714 | 230 | 0.8279 | 0.1960 | 0.8279 | 0.9099 |
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+ | No log | 6.6286 | 232 | 0.8914 | 0.1269 | 0.8914 | 0.9441 |
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+ | No log | 6.6857 | 234 | 0.8331 | 0.2283 | 0.8331 | 0.9128 |
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+ | No log | 6.7429 | 236 | 0.7270 | 0.1775 | 0.7270 | 0.8527 |
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+ | No log | 6.8 | 238 | 0.7038 | 0.2182 | 0.7038 | 0.8389 |
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+ | No log | 6.8571 | 240 | 0.6994 | 0.2182 | 0.6994 | 0.8363 |
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+ | No log | 6.9143 | 242 | 0.7003 | 0.2353 | 0.7003 | 0.8368 |
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+ | No log | 6.9714 | 244 | 0.7220 | 0.3581 | 0.7220 | 0.8497 |
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+ | No log | 7.0286 | 246 | 0.8056 | 0.3191 | 0.8056 | 0.8975 |
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+ | No log | 7.0857 | 248 | 0.8387 | 0.3615 | 0.8387 | 0.9158 |
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+ | No log | 7.1429 | 250 | 0.7285 | 0.3149 | 0.7285 | 0.8535 |
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+ | No log | 7.2 | 252 | 0.6781 | 0.2502 | 0.6781 | 0.8235 |
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+ | No log | 7.2571 | 254 | 0.7120 | 0.3471 | 0.7120 | 0.8438 |
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+ | No log | 7.3143 | 256 | 0.7140 | 0.3399 | 0.7140 | 0.8450 |
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+ | No log | 7.3714 | 258 | 0.6687 | 0.2345 | 0.6687 | 0.8178 |
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+ | No log | 7.4286 | 260 | 0.6726 | 0.1970 | 0.6726 | 0.8201 |
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+ | No log | 7.4857 | 262 | 0.7195 | 0.2516 | 0.7195 | 0.8482 |
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+ | No log | 7.5429 | 264 | 0.7191 | 0.2807 | 0.7191 | 0.8480 |
184
+ | No log | 7.6 | 266 | 0.6977 | 0.2622 | 0.6977 | 0.8353 |
185
+ | No log | 7.6571 | 268 | 0.6779 | 0.1953 | 0.6779 | 0.8233 |
186
+ | No log | 7.7143 | 270 | 0.6960 | 0.2558 | 0.6960 | 0.8342 |
187
+ | No log | 7.7714 | 272 | 0.6921 | 0.1953 | 0.6921 | 0.8319 |
188
+ | No log | 7.8286 | 274 | 0.7171 | 0.3100 | 0.7171 | 0.8468 |
189
+ | No log | 7.8857 | 276 | 0.7717 | 0.3202 | 0.7717 | 0.8785 |
190
+ | No log | 7.9429 | 278 | 0.7454 | 0.1834 | 0.7454 | 0.8633 |
191
+ | No log | 8.0 | 280 | 0.7095 | 0.2182 | 0.7095 | 0.8423 |
192
+ | No log | 8.0571 | 282 | 0.7333 | 0.2182 | 0.7333 | 0.8563 |
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+ | No log | 8.1143 | 284 | 0.7513 | 0.2182 | 0.7513 | 0.8668 |
194
+ | No log | 8.1714 | 286 | 0.7443 | 0.2182 | 0.7443 | 0.8627 |
195
+ | No log | 8.2286 | 288 | 0.7255 | 0.2182 | 0.7255 | 0.8518 |
196
+ | No log | 8.2857 | 290 | 0.6776 | 0.1953 | 0.6776 | 0.8232 |
197
+ | No log | 8.3429 | 292 | 0.6579 | 0.3041 | 0.6579 | 0.8111 |
198
+ | No log | 8.4 | 294 | 0.6682 | 0.3336 | 0.6682 | 0.8174 |
199
+ | No log | 8.4571 | 296 | 0.6848 | 0.2317 | 0.6848 | 0.8275 |
200
+ | No log | 8.5143 | 298 | 0.6698 | 0.2923 | 0.6698 | 0.8184 |
201
+ | No log | 8.5714 | 300 | 0.6662 | 0.3153 | 0.6662 | 0.8162 |
202
+ | No log | 8.6286 | 302 | 0.6751 | 0.2717 | 0.6751 | 0.8217 |
203
+ | No log | 8.6857 | 304 | 0.7031 | 0.2965 | 0.7031 | 0.8385 |
204
+ | No log | 8.7429 | 306 | 0.7179 | 0.2247 | 0.7179 | 0.8473 |
205
+ | No log | 8.8 | 308 | 0.7232 | 0.2247 | 0.7232 | 0.8504 |
206
+ | No log | 8.8571 | 310 | 0.7531 | 0.3042 | 0.7531 | 0.8678 |
207
+ | No log | 8.9143 | 312 | 0.7689 | 0.3314 | 0.7689 | 0.8769 |
208
+ | No log | 8.9714 | 314 | 0.7393 | 0.2449 | 0.7393 | 0.8598 |
209
+ | No log | 9.0286 | 316 | 0.7207 | 0.2247 | 0.7207 | 0.8489 |
210
+ | No log | 9.0857 | 318 | 0.7368 | 0.2072 | 0.7368 | 0.8583 |
211
+ | No log | 9.1429 | 320 | 0.7342 | 0.1432 | 0.7342 | 0.8568 |
212
+ | No log | 9.2 | 322 | 0.7222 | 0.2783 | 0.7222 | 0.8498 |
213
+ | No log | 9.2571 | 324 | 0.7242 | 0.2783 | 0.7242 | 0.8510 |
214
+ | No log | 9.3143 | 326 | 0.7250 | 0.2783 | 0.7250 | 0.8515 |
215
+ | No log | 9.3714 | 328 | 0.7321 | 0.2476 | 0.7321 | 0.8556 |
216
+ | No log | 9.4286 | 330 | 0.7256 | 0.2783 | 0.7256 | 0.8518 |
217
+ | No log | 9.4857 | 332 | 0.7600 | 0.2261 | 0.7600 | 0.8718 |
218
+ | No log | 9.5429 | 334 | 0.8361 | 0.3972 | 0.8361 | 0.9144 |
219
+ | No log | 9.6 | 336 | 0.8193 | 0.3444 | 0.8193 | 0.9051 |
220
+ | No log | 9.6571 | 338 | 0.7461 | 0.2204 | 0.7461 | 0.8638 |
221
+ | No log | 9.7143 | 340 | 0.7116 | 0.2121 | 0.7116 | 0.8435 |
222
+ | No log | 9.7714 | 342 | 0.7203 | 0.2193 | 0.7203 | 0.8487 |
223
+ | No log | 9.8286 | 344 | 0.7232 | 0.2193 | 0.7232 | 0.8504 |
224
+ | No log | 9.8857 | 346 | 0.7187 | 0.1790 | 0.7187 | 0.8478 |
225
+ | No log | 9.9429 | 348 | 0.7282 | 0.2261 | 0.7282 | 0.8534 |
226
+ | No log | 10.0 | 350 | 0.7545 | 0.2261 | 0.7545 | 0.8686 |
227
+ | No log | 10.0571 | 352 | 0.7703 | 0.1953 | 0.7703 | 0.8777 |
228
+ | No log | 10.1143 | 354 | 0.7520 | 0.2043 | 0.7520 | 0.8672 |
229
+ | No log | 10.1714 | 356 | 0.7692 | 0.1432 | 0.7692 | 0.8771 |
230
+ | No log | 10.2286 | 358 | 0.7822 | 0.1133 | 0.7822 | 0.8844 |
231
+ | No log | 10.2857 | 360 | 0.7526 | 0.1529 | 0.7526 | 0.8675 |
232
+ | No log | 10.3429 | 362 | 0.7222 | 0.1953 | 0.7222 | 0.8498 |
233
+ | No log | 10.4 | 364 | 0.7414 | 0.2558 | 0.7414 | 0.8610 |
234
+ | No log | 10.4571 | 366 | 0.7572 | 0.3127 | 0.7572 | 0.8701 |
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+ | No log | 10.5143 | 368 | 0.7094 | 0.2471 | 0.7094 | 0.8423 |
236
+ | No log | 10.5714 | 370 | 0.6851 | 0.2413 | 0.6851 | 0.8277 |
237
+ | No log | 10.6286 | 372 | 0.7082 | 0.3754 | 0.7082 | 0.8416 |
238
+ | No log | 10.6857 | 374 | 0.7012 | 0.3454 | 0.7012 | 0.8374 |
239
+ | No log | 10.7429 | 376 | 0.6853 | 0.2413 | 0.6853 | 0.8278 |
240
+ | No log | 10.8 | 378 | 0.6935 | 0.2261 | 0.6935 | 0.8328 |
241
+ | No log | 10.8571 | 380 | 0.7307 | 0.2261 | 0.7307 | 0.8548 |
242
+ | No log | 10.9143 | 382 | 0.7328 | 0.2261 | 0.7328 | 0.8560 |
243
+ | No log | 10.9714 | 384 | 0.7378 | 0.2261 | 0.7378 | 0.8590 |
244
+ | No log | 11.0286 | 386 | 0.7271 | 0.2261 | 0.7271 | 0.8527 |
245
+ | No log | 11.0857 | 388 | 0.7107 | 0.2261 | 0.7107 | 0.8430 |
246
+ | No log | 11.1429 | 390 | 0.7056 | 0.2261 | 0.7056 | 0.8400 |
247
+ | No log | 11.2 | 392 | 0.7111 | 0.2379 | 0.7111 | 0.8433 |
248
+ | No log | 11.2571 | 394 | 0.7181 | 0.1737 | 0.7181 | 0.8474 |
249
+ | No log | 11.3143 | 396 | 0.7227 | 0.1737 | 0.7227 | 0.8501 |
250
+ | No log | 11.3714 | 398 | 0.7319 | 0.2261 | 0.7319 | 0.8555 |
251
+ | No log | 11.4286 | 400 | 0.7412 | 0.2261 | 0.7412 | 0.8609 |
252
+ | No log | 11.4857 | 402 | 0.7345 | 0.2379 | 0.7345 | 0.8570 |
253
+ | No log | 11.5429 | 404 | 0.7311 | 0.2063 | 0.7311 | 0.8551 |
254
+ | No log | 11.6 | 406 | 0.7234 | 0.2379 | 0.7234 | 0.8505 |
255
+ | No log | 11.6571 | 408 | 0.7225 | 0.1953 | 0.7225 | 0.8500 |
256
+ | No log | 11.7143 | 410 | 0.7191 | 0.1953 | 0.7191 | 0.8480 |
257
+ | No log | 11.7714 | 412 | 0.7077 | 0.1953 | 0.7077 | 0.8412 |
258
+ | No log | 11.8286 | 414 | 0.6961 | 0.1953 | 0.6961 | 0.8343 |
259
+ | No log | 11.8857 | 416 | 0.7021 | 0.2386 | 0.7021 | 0.8379 |
260
+ | No log | 11.9429 | 418 | 0.7390 | 0.2903 | 0.7390 | 0.8597 |
261
+ | No log | 12.0 | 420 | 0.7239 | 0.2274 | 0.7239 | 0.8508 |
262
+ | No log | 12.0571 | 422 | 0.6837 | 0.2099 | 0.6837 | 0.8269 |
263
+ | No log | 12.1143 | 424 | 0.6797 | 0.2379 | 0.6797 | 0.8244 |
264
+ | No log | 12.1714 | 426 | 0.6836 | 0.1953 | 0.6836 | 0.8268 |
265
+ | No log | 12.2286 | 428 | 0.6786 | 0.2379 | 0.6786 | 0.8238 |
266
+ | No log | 12.2857 | 430 | 0.6724 | 0.2063 | 0.6724 | 0.8200 |
267
+ | No log | 12.3429 | 432 | 0.6656 | 0.2063 | 0.6656 | 0.8159 |
268
+ | No log | 12.4 | 434 | 0.6604 | 0.2379 | 0.6604 | 0.8126 |
269
+ | No log | 12.4571 | 436 | 0.6543 | 0.1953 | 0.6543 | 0.8089 |
270
+ | No log | 12.5143 | 438 | 0.6518 | 0.1953 | 0.6518 | 0.8073 |
271
+ | No log | 12.5714 | 440 | 0.6532 | 0.2063 | 0.6532 | 0.8082 |
272
+ | No log | 12.6286 | 442 | 0.6663 | 0.2413 | 0.6663 | 0.8163 |
273
+ | No log | 12.6857 | 444 | 0.6612 | 0.1953 | 0.6612 | 0.8131 |
274
+ | No log | 12.7429 | 446 | 0.6677 | 0.1953 | 0.6677 | 0.8171 |
275
+ | No log | 12.8 | 448 | 0.6743 | 0.1953 | 0.6743 | 0.8211 |
276
+ | No log | 12.8571 | 450 | 0.6760 | 0.1953 | 0.6760 | 0.8222 |
277
+ | No log | 12.9143 | 452 | 0.6808 | 0.1953 | 0.6808 | 0.8251 |
278
+ | No log | 12.9714 | 454 | 0.6896 | 0.1953 | 0.6896 | 0.8304 |
279
+ | No log | 13.0286 | 456 | 0.7085 | 0.1636 | 0.7085 | 0.8417 |
280
+ | No log | 13.0857 | 458 | 0.7353 | 0.1636 | 0.7353 | 0.8575 |
281
+ | No log | 13.1429 | 460 | 0.7702 | 0.1953 | 0.7702 | 0.8776 |
282
+ | No log | 13.2 | 462 | 0.7670 | 0.1636 | 0.7670 | 0.8758 |
283
+ | No log | 13.2571 | 464 | 0.7600 | 0.1010 | 0.7600 | 0.8718 |
284
+ | No log | 13.3143 | 466 | 0.7840 | 0.1741 | 0.7840 | 0.8854 |
285
+ | No log | 13.3714 | 468 | 0.8355 | 0.3124 | 0.8355 | 0.9141 |
286
+ | No log | 13.4286 | 470 | 0.8110 | 0.2385 | 0.8110 | 0.9005 |
287
+ | No log | 13.4857 | 472 | 0.7490 | 0.1010 | 0.7490 | 0.8654 |
288
+ | No log | 13.5429 | 474 | 0.7422 | 0.0930 | 0.7422 | 0.8615 |
289
+ | No log | 13.6 | 476 | 0.7410 | 0.0584 | 0.7410 | 0.8608 |
290
+ | No log | 13.6571 | 478 | 0.7421 | 0.0618 | 0.7421 | 0.8615 |
291
+ | No log | 13.7143 | 480 | 0.7491 | 0.0705 | 0.7491 | 0.8655 |
292
+ | No log | 13.7714 | 482 | 0.7364 | 0.0971 | 0.7364 | 0.8581 |
293
+ | No log | 13.8286 | 484 | 0.7234 | 0.1953 | 0.7234 | 0.8505 |
294
+ | No log | 13.8857 | 486 | 0.7165 | 0.1953 | 0.7165 | 0.8464 |
295
+ | No log | 13.9429 | 488 | 0.7144 | 0.2345 | 0.7144 | 0.8452 |
296
+ | No log | 14.0 | 490 | 0.7145 | 0.2345 | 0.7145 | 0.8453 |
297
+ | No log | 14.0571 | 492 | 0.7375 | 0.2345 | 0.7375 | 0.8588 |
298
+ | No log | 14.1143 | 494 | 0.7386 | 0.2345 | 0.7386 | 0.8594 |
299
+ | No log | 14.1714 | 496 | 0.7231 | 0.2145 | 0.7231 | 0.8504 |
300
+ | No log | 14.2286 | 498 | 0.7414 | 0.0764 | 0.7414 | 0.8611 |
301
+ | 0.2945 | 14.2857 | 500 | 0.7437 | 0.1550 | 0.7437 | 0.8624 |
302
+ | 0.2945 | 14.3429 | 502 | 0.7234 | 0.2308 | 0.7234 | 0.8505 |
303
+ | 0.2945 | 14.4 | 504 | 0.7254 | 0.1953 | 0.7254 | 0.8517 |
304
+ | 0.2945 | 14.4571 | 506 | 0.7415 | 0.2345 | 0.7415 | 0.8611 |
305
+ | 0.2945 | 14.5143 | 508 | 0.7254 | 0.1953 | 0.7254 | 0.8517 |
306
+ | 0.2945 | 14.5714 | 510 | 0.7122 | 0.2890 | 0.7122 | 0.8439 |
307
+ | 0.2945 | 14.6286 | 512 | 0.7198 | 0.2308 | 0.7198 | 0.8484 |
308
+ | 0.2945 | 14.6857 | 514 | 0.7364 | 0.1942 | 0.7364 | 0.8581 |
309
+ | 0.2945 | 14.7429 | 516 | 0.7327 | 0.1550 | 0.7327 | 0.8560 |
310
+ | 0.2945 | 14.8 | 518 | 0.7088 | 0.2308 | 0.7088 | 0.8419 |
311
+ | 0.2945 | 14.8571 | 520 | 0.7129 | 0.2379 | 0.7129 | 0.8443 |
312
+ | 0.2945 | 14.9143 | 522 | 0.7396 | 0.2652 | 0.7396 | 0.8600 |
313
+ | 0.2945 | 14.9714 | 524 | 0.7402 | 0.2652 | 0.7402 | 0.8603 |
314
+ | 0.2945 | 15.0286 | 526 | 0.7182 | 0.2787 | 0.7182 | 0.8475 |
315
+ | 0.2945 | 15.0857 | 528 | 0.7026 | 0.2308 | 0.7026 | 0.8382 |
316
+ | 0.2945 | 15.1429 | 530 | 0.7315 | 0.1923 | 0.7315 | 0.8553 |
317
+ | 0.2945 | 15.2 | 532 | 0.7655 | 0.1960 | 0.7655 | 0.8749 |
318
+ | 0.2945 | 15.2571 | 534 | 0.7511 | 0.2299 | 0.7511 | 0.8667 |
319
+ | 0.2945 | 15.3143 | 536 | 0.7093 | 0.1962 | 0.7093 | 0.8422 |
320
+ | 0.2945 | 15.3714 | 538 | 0.6959 | 0.2441 | 0.6959 | 0.8342 |
321
+ | 0.2945 | 15.4286 | 540 | 0.7057 | 0.2379 | 0.7057 | 0.8401 |
322
+ | 0.2945 | 15.4857 | 542 | 0.7062 | 0.2379 | 0.7062 | 0.8403 |
323
+ | 0.2945 | 15.5429 | 544 | 0.6949 | 0.2379 | 0.6949 | 0.8336 |
324
+ | 0.2945 | 15.6 | 546 | 0.6827 | 0.2379 | 0.6827 | 0.8263 |
325
+ | 0.2945 | 15.6571 | 548 | 0.6931 | 0.2476 | 0.6931 | 0.8325 |
326
+ | 0.2945 | 15.7143 | 550 | 0.6942 | 0.2476 | 0.6942 | 0.8332 |
327
+ | 0.2945 | 15.7714 | 552 | 0.6874 | 0.2121 | 0.6874 | 0.8291 |
328
+ | 0.2945 | 15.8286 | 554 | 0.6857 | 0.2379 | 0.6857 | 0.8281 |
329
+ | 0.2945 | 15.8857 | 556 | 0.6952 | 0.2379 | 0.6952 | 0.8338 |
330
+ | 0.2945 | 15.9429 | 558 | 0.7060 | 0.1953 | 0.7060 | 0.8402 |
331
+ | 0.2945 | 16.0 | 560 | 0.7030 | 0.2379 | 0.7030 | 0.8384 |
332
+ | 0.2945 | 16.0571 | 562 | 0.7091 | 0.2379 | 0.7091 | 0.8421 |
333
+ | 0.2945 | 16.1143 | 564 | 0.7115 | 0.2379 | 0.7115 | 0.8435 |
334
+ | 0.2945 | 16.1714 | 566 | 0.7063 | 0.2379 | 0.7063 | 0.8404 |
335
+ | 0.2945 | 16.2286 | 568 | 0.7007 | 0.2379 | 0.7007 | 0.8371 |
336
+ | 0.2945 | 16.2857 | 570 | 0.7105 | 0.2345 | 0.7105 | 0.8429 |
337
+ | 0.2945 | 16.3429 | 572 | 0.7356 | 0.2652 | 0.7356 | 0.8577 |
338
+ | 0.2945 | 16.4 | 574 | 0.7305 | 0.2652 | 0.7305 | 0.8547 |
339
+ | 0.2945 | 16.4571 | 576 | 0.7136 | 0.2652 | 0.7136 | 0.8447 |
340
+ | 0.2945 | 16.5143 | 578 | 0.6935 | 0.1953 | 0.6935 | 0.8328 |
341
+ | 0.2945 | 16.5714 | 580 | 0.6893 | 0.2441 | 0.6893 | 0.8303 |
342
+ | 0.2945 | 16.6286 | 582 | 0.6916 | 0.2441 | 0.6916 | 0.8317 |
343
+ | 0.2945 | 16.6857 | 584 | 0.6954 | 0.3580 | 0.6954 | 0.8339 |
344
+ | 0.2945 | 16.7429 | 586 | 0.7021 | 0.3580 | 0.7021 | 0.8379 |
345
+ | 0.2945 | 16.8 | 588 | 0.6983 | 0.3580 | 0.6983 | 0.8356 |
346
+ | 0.2945 | 16.8571 | 590 | 0.6974 | 0.2353 | 0.6974 | 0.8351 |
347
+ | 0.2945 | 16.9143 | 592 | 0.6985 | 0.2007 | 0.6985 | 0.8358 |
348
+ | 0.2945 | 16.9714 | 594 | 0.6974 | 0.2121 | 0.6974 | 0.8351 |
349
+ | 0.2945 | 17.0286 | 596 | 0.7083 | 0.2996 | 0.7083 | 0.8416 |
350
+ | 0.2945 | 17.0857 | 598 | 0.7193 | 0.2996 | 0.7193 | 0.8481 |
351
+ | 0.2945 | 17.1429 | 600 | 0.7421 | 0.2239 | 0.7421 | 0.8615 |
352
+ | 0.2945 | 17.2 | 602 | 0.7510 | 0.2160 | 0.7510 | 0.8666 |
353
+ | 0.2945 | 17.2571 | 604 | 0.7284 | 0.1797 | 0.7284 | 0.8534 |
354
+ | 0.2945 | 17.3143 | 606 | 0.7164 | 0.1953 | 0.7164 | 0.8464 |
355
+ | 0.2945 | 17.3714 | 608 | 0.7317 | 0.1953 | 0.7317 | 0.8554 |
356
+ | 0.2945 | 17.4286 | 610 | 0.7294 | 0.1953 | 0.7294 | 0.8540 |
357
+ | 0.2945 | 17.4857 | 612 | 0.7207 | 0.1953 | 0.7207 | 0.8489 |
358
+ | 0.2945 | 17.5429 | 614 | 0.7216 | 0.1953 | 0.7216 | 0.8494 |
359
+ | 0.2945 | 17.6 | 616 | 0.7158 | 0.1953 | 0.7158 | 0.8461 |
360
+ | 0.2945 | 17.6571 | 618 | 0.7066 | 0.1953 | 0.7066 | 0.8406 |
361
+ | 0.2945 | 17.7143 | 620 | 0.7004 | 0.2379 | 0.7004 | 0.8369 |
362
+ | 0.2945 | 17.7714 | 622 | 0.6948 | 0.2379 | 0.6948 | 0.8336 |
363
+ | 0.2945 | 17.8286 | 624 | 0.6894 | 0.2379 | 0.6894 | 0.8303 |
364
+ | 0.2945 | 17.8857 | 626 | 0.6874 | 0.2379 | 0.6874 | 0.8291 |
365
+ | 0.2945 | 17.9429 | 628 | 0.6918 | 0.2345 | 0.6918 | 0.8317 |
366
+ | 0.2945 | 18.0 | 630 | 0.6928 | 0.2345 | 0.6928 | 0.8324 |
367
+ | 0.2945 | 18.0571 | 632 | 0.6956 | 0.2345 | 0.6956 | 0.8340 |
368
+ | 0.2945 | 18.1143 | 634 | 0.7017 | 0.2345 | 0.7017 | 0.8377 |
369
+ | 0.2945 | 18.1714 | 636 | 0.7056 | 0.1953 | 0.7056 | 0.8400 |
370
+ | 0.2945 | 18.2286 | 638 | 0.7074 | 0.2353 | 0.7074 | 0.8411 |
371
+ | 0.2945 | 18.2857 | 640 | 0.7074 | 0.2043 | 0.7074 | 0.8411 |
372
+ | 0.2945 | 18.3429 | 642 | 0.7048 | 0.2063 | 0.7048 | 0.8395 |
373
+ | 0.2945 | 18.4 | 644 | 0.7040 | 0.2063 | 0.7040 | 0.8391 |
374
+ | 0.2945 | 18.4571 | 646 | 0.7055 | 0.2063 | 0.7055 | 0.8399 |
375
+ | 0.2945 | 18.5143 | 648 | 0.7065 | 0.2063 | 0.7065 | 0.8405 |
376
+ | 0.2945 | 18.5714 | 650 | 0.7162 | 0.2787 | 0.7162 | 0.8463 |
377
+ | 0.2945 | 18.6286 | 652 | 0.7162 | 0.2379 | 0.7162 | 0.8463 |
378
+ | 0.2945 | 18.6857 | 654 | 0.7201 | 0.2379 | 0.7201 | 0.8486 |
379
+ | 0.2945 | 18.7429 | 656 | 0.7147 | 0.1953 | 0.7147 | 0.8454 |
380
+ | 0.2945 | 18.8 | 658 | 0.7157 | 0.2121 | 0.7157 | 0.8460 |
381
+ | 0.2945 | 18.8571 | 660 | 0.7271 | 0.2135 | 0.7271 | 0.8527 |
382
+ | 0.2945 | 18.9143 | 662 | 0.7573 | 0.2903 | 0.7573 | 0.8702 |
383
+ | 0.2945 | 18.9714 | 664 | 0.7697 | 0.2249 | 0.7697 | 0.8773 |
384
+ | 0.2945 | 19.0286 | 666 | 0.7604 | 0.1923 | 0.7604 | 0.8720 |
385
+ | 0.2945 | 19.0857 | 668 | 0.7196 | 0.2996 | 0.7196 | 0.8483 |
386
+ | 0.2945 | 19.1429 | 670 | 0.7057 | 0.2121 | 0.7057 | 0.8401 |
387
+ | 0.2945 | 19.2 | 672 | 0.7057 | 0.2063 | 0.7057 | 0.8401 |
388
+ | 0.2945 | 19.2571 | 674 | 0.7003 | 0.2063 | 0.7003 | 0.8369 |
389
+ | 0.2945 | 19.3143 | 676 | 0.6957 | 0.2476 | 0.6957 | 0.8341 |
390
+ | 0.2945 | 19.3714 | 678 | 0.6973 | 0.2996 | 0.6973 | 0.8351 |
391
+ | 0.2945 | 19.4286 | 680 | 0.7067 | 0.3336 | 0.7067 | 0.8407 |
392
+ | 0.2945 | 19.4857 | 682 | 0.7030 | 0.3336 | 0.7030 | 0.8385 |
393
+ | 0.2945 | 19.5429 | 684 | 0.6944 | 0.2476 | 0.6944 | 0.8333 |
394
+ | 0.2945 | 19.6 | 686 | 0.7043 | 0.2063 | 0.7043 | 0.8392 |
395
+ | 0.2945 | 19.6571 | 688 | 0.7166 | 0.2261 | 0.7166 | 0.8465 |
396
+ | 0.2945 | 19.7143 | 690 | 0.7093 | 0.2261 | 0.7093 | 0.8422 |
397
+ | 0.2945 | 19.7714 | 692 | 0.6931 | 0.2181 | 0.6931 | 0.8325 |
398
+ | 0.2945 | 19.8286 | 694 | 0.7231 | 0.3509 | 0.7231 | 0.8504 |
399
+ | 0.2945 | 19.8857 | 696 | 0.7524 | 0.2970 | 0.7524 | 0.8674 |
400
+ | 0.2945 | 19.9429 | 698 | 0.7401 | 0.2903 | 0.7401 | 0.8603 |
401
+ | 0.2945 | 20.0 | 700 | 0.7063 | 0.3481 | 0.7063 | 0.8404 |
402
+ | 0.2945 | 20.0571 | 702 | 0.6892 | 0.2121 | 0.6892 | 0.8302 |
403
+ | 0.2945 | 20.1143 | 704 | 0.6868 | 0.1953 | 0.6868 | 0.8287 |
404
+ | 0.2945 | 20.1714 | 706 | 0.6954 | 0.2345 | 0.6954 | 0.8339 |
405
+ | 0.2945 | 20.2286 | 708 | 0.6887 | 0.2345 | 0.6887 | 0.8299 |
406
+ | 0.2945 | 20.2857 | 710 | 0.6946 | 0.1807 | 0.6946 | 0.8334 |
407
+ | 0.2945 | 20.3429 | 712 | 0.7214 | 0.1489 | 0.7214 | 0.8494 |
408
+ | 0.2945 | 20.4 | 714 | 0.7222 | 0.1489 | 0.7222 | 0.8498 |
409
+ | 0.2945 | 20.4571 | 716 | 0.7158 | 0.1448 | 0.7158 | 0.8461 |
410
+ | 0.2945 | 20.5143 | 718 | 0.7121 | 0.1400 | 0.7121 | 0.8438 |
411
+ | 0.2945 | 20.5714 | 720 | 0.7103 | 0.1790 | 0.7103 | 0.8428 |
412
+ | 0.2945 | 20.6286 | 722 | 0.7122 | 0.2158 | 0.7122 | 0.8439 |
413
+ | 0.2945 | 20.6857 | 724 | 0.7065 | 0.2476 | 0.7065 | 0.8406 |
414
+ | 0.2945 | 20.7429 | 726 | 0.7198 | 0.2771 | 0.7198 | 0.8484 |
415
+ | 0.2945 | 20.8 | 728 | 0.7269 | 0.2681 | 0.7269 | 0.8526 |
416
+ | 0.2945 | 20.8571 | 730 | 0.7233 | 0.2944 | 0.7233 | 0.8505 |
417
+ | 0.2945 | 20.9143 | 732 | 0.7269 | 0.3226 | 0.7269 | 0.8526 |
418
+ | 0.2945 | 20.9714 | 734 | 0.7181 | 0.3305 | 0.7181 | 0.8474 |
419
+ | 0.2945 | 21.0286 | 736 | 0.7122 | 0.2513 | 0.7122 | 0.8439 |
420
+ | 0.2945 | 21.0857 | 738 | 0.6945 | 0.1829 | 0.6945 | 0.8334 |
421
+ | 0.2945 | 21.1429 | 740 | 0.6818 | 0.1863 | 0.6818 | 0.8257 |
422
+ | 0.2945 | 21.2 | 742 | 0.6804 | 0.2063 | 0.6804 | 0.8249 |
423
+ | 0.2945 | 21.2571 | 744 | 0.6787 | 0.2063 | 0.6787 | 0.8238 |
424
+ | 0.2945 | 21.3143 | 746 | 0.6805 | 0.2540 | 0.6805 | 0.8249 |
425
+ | 0.2945 | 21.3714 | 748 | 0.6844 | 0.1136 | 0.6844 | 0.8273 |
426
+ | 0.2945 | 21.4286 | 750 | 0.6811 | 0.1489 | 0.6811 | 0.8253 |
427
+ | 0.2945 | 21.4857 | 752 | 0.6833 | 0.2447 | 0.6833 | 0.8266 |
428
+ | 0.2945 | 21.5429 | 754 | 0.6885 | 0.2715 | 0.6885 | 0.8298 |
429
+ | 0.2945 | 21.6 | 756 | 0.6909 | 0.2994 | 0.6909 | 0.8312 |
430
+ | 0.2945 | 21.6571 | 758 | 0.6865 | 0.1918 | 0.6865 | 0.8285 |
431
+ | 0.2945 | 21.7143 | 760 | 0.6856 | 0.1918 | 0.6856 | 0.8280 |
432
+ | 0.2945 | 21.7714 | 762 | 0.6851 | 0.2327 | 0.6851 | 0.8277 |
433
+ | 0.2945 | 21.8286 | 764 | 0.6920 | 0.2476 | 0.6920 | 0.8319 |
434
+ | 0.2945 | 21.8857 | 766 | 0.7050 | 0.1093 | 0.7050 | 0.8396 |
435
+ | 0.2945 | 21.9429 | 768 | 0.7161 | 0.1184 | 0.7161 | 0.8462 |
436
+ | 0.2945 | 22.0 | 770 | 0.7172 | 0.1184 | 0.7172 | 0.8469 |
437
+ | 0.2945 | 22.0571 | 772 | 0.7172 | 0.1184 | 0.7172 | 0.8469 |
438
+ | 0.2945 | 22.1143 | 774 | 0.7198 | 0.0741 | 0.7198 | 0.8484 |
439
+
440
+
441
+ ### Framework versions
442
+
443
+ - Transformers 4.44.2
444
+ - Pytorch 2.4.0+cu118
445
+ - Datasets 2.21.0
446
+ - 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,
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