Training in progress, step 500
Browse files- README.md +515 -0
- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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| 1 |
+
---
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| 2 |
+
library_name: transformers
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| 3 |
+
base_model: aubmindlab/bert-base-arabertv02
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| 4 |
+
tags:
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| 5 |
+
- generated_from_trainer
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| 6 |
+
model-index:
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| 7 |
+
- name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_task2_organization
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| 8 |
+
results: []
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| 9 |
+
---
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| 10 |
+
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| 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. -->
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| 13 |
+
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| 14 |
+
# ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_task2_organization
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| 15 |
+
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| 16 |
+
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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| 17 |
+
It achieves the following results on the evaluation set:
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| 18 |
+
- Loss: 0.6562
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| 19 |
+
- Qwk: 0.3298
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| 20 |
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- Mse: 0.6562
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| 21 |
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- Rmse: 0.8101
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| 22 |
+
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| 23 |
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## Model description
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| 24 |
+
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| 25 |
+
More information needed
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| 26 |
+
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| 27 |
+
## Intended uses & limitations
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| 28 |
+
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| 29 |
+
More information needed
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| 30 |
+
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| 31 |
+
## Training and evaluation data
|
| 32 |
+
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| 33 |
+
More information needed
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| 34 |
+
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| 35 |
+
## Training procedure
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| 36 |
+
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| 37 |
+
### Training hyperparameters
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| 38 |
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| 39 |
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The following hyperparameters were used during training:
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| 40 |
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- learning_rate: 2e-05
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| 41 |
+
- train_batch_size: 8
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| 42 |
+
- eval_batch_size: 8
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| 43 |
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- seed: 42
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| 44 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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| 45 |
+
- lr_scheduler_type: linear
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| 46 |
+
- num_epochs: 100
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| 47 |
+
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| 48 |
+
### Training results
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| 49 |
+
|
| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|
| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.0476 | 2 | 4.1198 | -0.0214 | 4.1198 | 2.0297 |
|
| 53 |
+
| No log | 0.0952 | 4 | 2.4122 | 0.0756 | 2.4122 | 1.5531 |
|
| 54 |
+
| No log | 0.1429 | 6 | 1.3131 | 0.0258 | 1.3131 | 1.1459 |
|
| 55 |
+
| No log | 0.1905 | 8 | 1.1324 | -0.0627 | 1.1324 | 1.0641 |
|
| 56 |
+
| No log | 0.2381 | 10 | 0.8641 | 0.1519 | 0.8641 | 0.9296 |
|
| 57 |
+
| No log | 0.2857 | 12 | 0.8255 | 0.1879 | 0.8255 | 0.9086 |
|
| 58 |
+
| No log | 0.3333 | 14 | 1.0266 | 0.0493 | 1.0266 | 1.0132 |
|
| 59 |
+
| No log | 0.3810 | 16 | 0.9945 | 0.0214 | 0.9945 | 0.9973 |
|
| 60 |
+
| No log | 0.4286 | 18 | 0.7568 | 0.2682 | 0.7568 | 0.8699 |
|
| 61 |
+
| No log | 0.4762 | 20 | 0.7369 | 0.2682 | 0.7369 | 0.8584 |
|
| 62 |
+
| No log | 0.5238 | 22 | 0.7958 | 0.2982 | 0.7958 | 0.8921 |
|
| 63 |
+
| No log | 0.5714 | 24 | 0.8473 | 0.2218 | 0.8473 | 0.9205 |
|
| 64 |
+
| No log | 0.6190 | 26 | 0.8300 | 0.3262 | 0.8300 | 0.9111 |
|
| 65 |
+
| No log | 0.6667 | 28 | 0.7838 | 0.3810 | 0.7838 | 0.8853 |
|
| 66 |
+
| No log | 0.7143 | 30 | 0.8314 | 0.3796 | 0.8314 | 0.9118 |
|
| 67 |
+
| No log | 0.7619 | 32 | 1.0694 | 0.2708 | 1.0694 | 1.0341 |
|
| 68 |
+
| No log | 0.8095 | 34 | 1.5816 | 0.1865 | 1.5816 | 1.2576 |
|
| 69 |
+
| No log | 0.8571 | 36 | 1.1476 | 0.2882 | 1.1476 | 1.0713 |
|
| 70 |
+
| No log | 0.9048 | 38 | 0.7256 | 0.3894 | 0.7256 | 0.8518 |
|
| 71 |
+
| No log | 0.9524 | 40 | 0.6977 | 0.3145 | 0.6977 | 0.8353 |
|
| 72 |
+
| No log | 1.0 | 42 | 0.7099 | 0.2900 | 0.7099 | 0.8426 |
|
| 73 |
+
| No log | 1.0476 | 44 | 0.7431 | 0.2813 | 0.7431 | 0.8621 |
|
| 74 |
+
| No log | 1.0952 | 46 | 0.8146 | 0.2767 | 0.8146 | 0.9025 |
|
| 75 |
+
| No log | 1.1429 | 48 | 0.9313 | 0.1646 | 0.9313 | 0.9650 |
|
| 76 |
+
| No log | 1.1905 | 50 | 0.9685 | 0.1351 | 0.9685 | 0.9841 |
|
| 77 |
+
| No log | 1.2381 | 52 | 0.8343 | 0.2462 | 0.8343 | 0.9134 |
|
| 78 |
+
| No log | 1.2857 | 54 | 0.7220 | 0.4149 | 0.7220 | 0.8497 |
|
| 79 |
+
| No log | 1.3333 | 56 | 0.6615 | 0.3675 | 0.6615 | 0.8133 |
|
| 80 |
+
| No log | 1.3810 | 58 | 0.6559 | 0.3675 | 0.6559 | 0.8099 |
|
| 81 |
+
| No log | 1.4286 | 60 | 0.6794 | 0.4033 | 0.6794 | 0.8243 |
|
| 82 |
+
| No log | 1.4762 | 62 | 0.9079 | 0.2549 | 0.9079 | 0.9528 |
|
| 83 |
+
| No log | 1.5238 | 64 | 0.9825 | 0.2856 | 0.9825 | 0.9912 |
|
| 84 |
+
| No log | 1.5714 | 66 | 0.7349 | 0.3770 | 0.7349 | 0.8573 |
|
| 85 |
+
| No log | 1.6190 | 68 | 0.6576 | 0.3885 | 0.6576 | 0.8109 |
|
| 86 |
+
| No log | 1.6667 | 70 | 0.6398 | 0.4048 | 0.6398 | 0.7999 |
|
| 87 |
+
| No log | 1.7143 | 72 | 0.7276 | 0.3911 | 0.7276 | 0.8530 |
|
| 88 |
+
| No log | 1.7619 | 74 | 1.2021 | 0.2477 | 1.2021 | 1.0964 |
|
| 89 |
+
| No log | 1.8095 | 76 | 1.1763 | 0.2939 | 1.1763 | 1.0846 |
|
| 90 |
+
| No log | 1.8571 | 78 | 0.7286 | 0.4117 | 0.7286 | 0.8536 |
|
| 91 |
+
| No log | 1.9048 | 80 | 0.6354 | 0.4548 | 0.6354 | 0.7971 |
|
| 92 |
+
| No log | 1.9524 | 82 | 0.6551 | 0.4017 | 0.6551 | 0.8094 |
|
| 93 |
+
| No log | 2.0 | 84 | 0.6166 | 0.4172 | 0.6166 | 0.7852 |
|
| 94 |
+
| No log | 2.0476 | 86 | 0.6531 | 0.4674 | 0.6531 | 0.8082 |
|
| 95 |
+
| No log | 2.0952 | 88 | 0.6995 | 0.4412 | 0.6995 | 0.8363 |
|
| 96 |
+
| No log | 2.1429 | 90 | 0.6606 | 0.4479 | 0.6606 | 0.8128 |
|
| 97 |
+
| No log | 2.1905 | 92 | 0.6070 | 0.4402 | 0.6070 | 0.7791 |
|
| 98 |
+
| No log | 2.2381 | 94 | 0.6456 | 0.3798 | 0.6456 | 0.8035 |
|
| 99 |
+
| No log | 2.2857 | 96 | 0.6705 | 0.3494 | 0.6705 | 0.8189 |
|
| 100 |
+
| No log | 2.3333 | 98 | 0.6515 | 0.3466 | 0.6515 | 0.8072 |
|
| 101 |
+
| No log | 2.3810 | 100 | 0.6496 | 0.3355 | 0.6496 | 0.8060 |
|
| 102 |
+
| No log | 2.4286 | 102 | 0.6614 | 0.3478 | 0.6614 | 0.8132 |
|
| 103 |
+
| No log | 2.4762 | 104 | 0.6672 | 0.3902 | 0.6672 | 0.8168 |
|
| 104 |
+
| No log | 2.5238 | 106 | 0.6306 | 0.4714 | 0.6306 | 0.7941 |
|
| 105 |
+
| No log | 2.5714 | 108 | 0.6378 | 0.4476 | 0.6378 | 0.7986 |
|
| 106 |
+
| No log | 2.6190 | 110 | 0.7344 | 0.4606 | 0.7344 | 0.8570 |
|
| 107 |
+
| No log | 2.6667 | 112 | 0.7692 | 0.4371 | 0.7692 | 0.8770 |
|
| 108 |
+
| No log | 2.7143 | 114 | 0.6715 | 0.4595 | 0.6715 | 0.8194 |
|
| 109 |
+
| No log | 2.7619 | 116 | 0.6723 | 0.4605 | 0.6723 | 0.8200 |
|
| 110 |
+
| No log | 2.8095 | 118 | 0.6665 | 0.5054 | 0.6665 | 0.8164 |
|
| 111 |
+
| No log | 2.8571 | 120 | 0.6555 | 0.4727 | 0.6555 | 0.8097 |
|
| 112 |
+
| No log | 2.9048 | 122 | 0.6452 | 0.4808 | 0.6452 | 0.8032 |
|
| 113 |
+
| No log | 2.9524 | 124 | 0.6587 | 0.5069 | 0.6587 | 0.8116 |
|
| 114 |
+
| No log | 3.0 | 126 | 0.6931 | 0.5187 | 0.6931 | 0.8325 |
|
| 115 |
+
| No log | 3.0476 | 128 | 0.6382 | 0.5069 | 0.6382 | 0.7989 |
|
| 116 |
+
| No log | 3.0952 | 130 | 0.7392 | 0.4399 | 0.7392 | 0.8598 |
|
| 117 |
+
| No log | 3.1429 | 132 | 0.8946 | 0.4143 | 0.8946 | 0.9458 |
|
| 118 |
+
| No log | 3.1905 | 134 | 0.7514 | 0.4804 | 0.7514 | 0.8668 |
|
| 119 |
+
| No log | 3.2381 | 136 | 0.6425 | 0.5018 | 0.6425 | 0.8016 |
|
| 120 |
+
| No log | 3.2857 | 138 | 0.6363 | 0.5051 | 0.6363 | 0.7977 |
|
| 121 |
+
| No log | 3.3333 | 140 | 0.6427 | 0.4263 | 0.6427 | 0.8017 |
|
| 122 |
+
| No log | 3.3810 | 142 | 0.7511 | 0.4654 | 0.7511 | 0.8666 |
|
| 123 |
+
| No log | 3.4286 | 144 | 0.6832 | 0.4072 | 0.6832 | 0.8265 |
|
| 124 |
+
| No log | 3.4762 | 146 | 0.6354 | 0.5187 | 0.6354 | 0.7971 |
|
| 125 |
+
| No log | 3.5238 | 148 | 0.6998 | 0.5072 | 0.6998 | 0.8365 |
|
| 126 |
+
| No log | 3.5714 | 150 | 0.6908 | 0.5056 | 0.6908 | 0.8312 |
|
| 127 |
+
| No log | 3.6190 | 152 | 0.6941 | 0.4420 | 0.6941 | 0.8331 |
|
| 128 |
+
| No log | 3.6667 | 154 | 0.9169 | 0.4191 | 0.9169 | 0.9576 |
|
| 129 |
+
| No log | 3.7143 | 156 | 0.9172 | 0.4191 | 0.9172 | 0.9577 |
|
| 130 |
+
| No log | 3.7619 | 158 | 0.6716 | 0.4703 | 0.6716 | 0.8195 |
|
| 131 |
+
| No log | 3.8095 | 160 | 0.6533 | 0.4794 | 0.6533 | 0.8083 |
|
| 132 |
+
| No log | 3.8571 | 162 | 0.6570 | 0.4704 | 0.6570 | 0.8105 |
|
| 133 |
+
| No log | 3.9048 | 164 | 0.6019 | 0.4706 | 0.6019 | 0.7758 |
|
| 134 |
+
| No log | 3.9524 | 166 | 0.7065 | 0.4234 | 0.7065 | 0.8406 |
|
| 135 |
+
| No log | 4.0 | 168 | 0.9317 | 0.3831 | 0.9317 | 0.9653 |
|
| 136 |
+
| No log | 4.0476 | 170 | 0.8885 | 0.3710 | 0.8885 | 0.9426 |
|
| 137 |
+
| No log | 4.0952 | 172 | 0.6816 | 0.4968 | 0.6816 | 0.8256 |
|
| 138 |
+
| No log | 4.1429 | 174 | 0.6148 | 0.5130 | 0.6148 | 0.7841 |
|
| 139 |
+
| No log | 4.1905 | 176 | 0.6236 | 0.5096 | 0.6236 | 0.7897 |
|
| 140 |
+
| No log | 4.2381 | 178 | 0.5990 | 0.5299 | 0.5990 | 0.7740 |
|
| 141 |
+
| No log | 4.2857 | 180 | 0.6672 | 0.4488 | 0.6672 | 0.8168 |
|
| 142 |
+
| No log | 4.3333 | 182 | 0.7657 | 0.4174 | 0.7657 | 0.8751 |
|
| 143 |
+
| No log | 4.3810 | 184 | 0.6749 | 0.4410 | 0.6749 | 0.8215 |
|
| 144 |
+
| No log | 4.4286 | 186 | 0.6132 | 0.5248 | 0.6132 | 0.7831 |
|
| 145 |
+
| No log | 4.4762 | 188 | 0.7083 | 0.4226 | 0.7083 | 0.8416 |
|
| 146 |
+
| No log | 4.5238 | 190 | 0.7002 | 0.4151 | 0.7002 | 0.8368 |
|
| 147 |
+
| No log | 4.5714 | 192 | 0.6113 | 0.4614 | 0.6113 | 0.7819 |
|
| 148 |
+
| No log | 4.6190 | 194 | 0.6389 | 0.4766 | 0.6389 | 0.7993 |
|
| 149 |
+
| No log | 4.6667 | 196 | 0.7584 | 0.4559 | 0.7584 | 0.8708 |
|
| 150 |
+
| No log | 4.7143 | 198 | 0.6990 | 0.4803 | 0.6990 | 0.8361 |
|
| 151 |
+
| No log | 4.7619 | 200 | 0.6190 | 0.4489 | 0.6190 | 0.7868 |
|
| 152 |
+
| No log | 4.8095 | 202 | 0.6606 | 0.4816 | 0.6606 | 0.8128 |
|
| 153 |
+
| No log | 4.8571 | 204 | 0.7315 | 0.4179 | 0.7315 | 0.8553 |
|
| 154 |
+
| No log | 4.9048 | 206 | 0.6960 | 0.4194 | 0.6960 | 0.8343 |
|
| 155 |
+
| No log | 4.9524 | 208 | 0.6229 | 0.4222 | 0.6229 | 0.7893 |
|
| 156 |
+
| No log | 5.0 | 210 | 0.6505 | 0.4190 | 0.6505 | 0.8065 |
|
| 157 |
+
| No log | 5.0476 | 212 | 0.7367 | 0.3984 | 0.7367 | 0.8583 |
|
| 158 |
+
| No log | 5.0952 | 214 | 0.6687 | 0.4277 | 0.6687 | 0.8177 |
|
| 159 |
+
| No log | 5.1429 | 216 | 0.6123 | 0.5005 | 0.6123 | 0.7825 |
|
| 160 |
+
| No log | 5.1905 | 218 | 0.6276 | 0.4992 | 0.6276 | 0.7922 |
|
| 161 |
+
| No log | 5.2381 | 220 | 0.6002 | 0.4716 | 0.6002 | 0.7747 |
|
| 162 |
+
| No log | 5.2857 | 222 | 0.6419 | 0.4451 | 0.6419 | 0.8012 |
|
| 163 |
+
| No log | 5.3333 | 224 | 0.7247 | 0.4303 | 0.7247 | 0.8513 |
|
| 164 |
+
| No log | 5.3810 | 226 | 0.7208 | 0.4303 | 0.7208 | 0.8490 |
|
| 165 |
+
| No log | 5.4286 | 228 | 0.6514 | 0.4435 | 0.6514 | 0.8071 |
|
| 166 |
+
| No log | 5.4762 | 230 | 0.6050 | 0.4716 | 0.6050 | 0.7778 |
|
| 167 |
+
| No log | 5.5238 | 232 | 0.6192 | 0.4530 | 0.6192 | 0.7869 |
|
| 168 |
+
| No log | 5.5714 | 234 | 0.6057 | 0.4529 | 0.6057 | 0.7783 |
|
| 169 |
+
| No log | 5.6190 | 236 | 0.6063 | 0.5097 | 0.6063 | 0.7787 |
|
| 170 |
+
| No log | 5.6667 | 238 | 0.6895 | 0.4855 | 0.6895 | 0.8303 |
|
| 171 |
+
| No log | 5.7143 | 240 | 0.7669 | 0.4801 | 0.7669 | 0.8757 |
|
| 172 |
+
| No log | 5.7619 | 242 | 0.6833 | 0.4940 | 0.6833 | 0.8266 |
|
| 173 |
+
| No log | 5.8095 | 244 | 0.6154 | 0.5147 | 0.6154 | 0.7845 |
|
| 174 |
+
| No log | 5.8571 | 246 | 0.6220 | 0.4917 | 0.6220 | 0.7886 |
|
| 175 |
+
| No log | 5.9048 | 248 | 0.6014 | 0.4705 | 0.6014 | 0.7755 |
|
| 176 |
+
| No log | 5.9524 | 250 | 0.5985 | 0.4762 | 0.5985 | 0.7737 |
|
| 177 |
+
| No log | 6.0 | 252 | 0.6345 | 0.4358 | 0.6345 | 0.7965 |
|
| 178 |
+
| No log | 6.0476 | 254 | 0.6369 | 0.4416 | 0.6369 | 0.7981 |
|
| 179 |
+
| No log | 6.0952 | 256 | 0.5952 | 0.4437 | 0.5952 | 0.7715 |
|
| 180 |
+
| No log | 6.1429 | 258 | 0.6067 | 0.4656 | 0.6067 | 0.7789 |
|
| 181 |
+
| No log | 6.1905 | 260 | 0.6301 | 0.4695 | 0.6301 | 0.7938 |
|
| 182 |
+
| No log | 6.2381 | 262 | 0.6144 | 0.4118 | 0.6144 | 0.7838 |
|
| 183 |
+
| No log | 6.2857 | 264 | 0.6047 | 0.3823 | 0.6047 | 0.7776 |
|
| 184 |
+
| No log | 6.3333 | 266 | 0.6129 | 0.3564 | 0.6129 | 0.7829 |
|
| 185 |
+
| No log | 6.3810 | 268 | 0.6145 | 0.3530 | 0.6145 | 0.7839 |
|
| 186 |
+
| No log | 6.4286 | 270 | 0.6146 | 0.4578 | 0.6146 | 0.7840 |
|
| 187 |
+
| No log | 6.4762 | 272 | 0.6235 | 0.4382 | 0.6235 | 0.7896 |
|
| 188 |
+
| No log | 6.5238 | 274 | 0.6294 | 0.4670 | 0.6294 | 0.7934 |
|
| 189 |
+
| No log | 6.5714 | 276 | 0.6225 | 0.4781 | 0.6225 | 0.7890 |
|
| 190 |
+
| No log | 6.6190 | 278 | 0.6381 | 0.4150 | 0.6381 | 0.7988 |
|
| 191 |
+
| No log | 6.6667 | 280 | 0.6355 | 0.3206 | 0.6355 | 0.7972 |
|
| 192 |
+
| No log | 6.7143 | 282 | 0.6122 | 0.4185 | 0.6122 | 0.7824 |
|
| 193 |
+
| No log | 6.7619 | 284 | 0.6183 | 0.3535 | 0.6183 | 0.7863 |
|
| 194 |
+
| No log | 6.8095 | 286 | 0.7048 | 0.3733 | 0.7048 | 0.8395 |
|
| 195 |
+
| No log | 6.8571 | 288 | 0.7224 | 0.3735 | 0.7224 | 0.8499 |
|
| 196 |
+
| No log | 6.9048 | 290 | 0.6412 | 0.3956 | 0.6412 | 0.8007 |
|
| 197 |
+
| No log | 6.9524 | 292 | 0.6361 | 0.5105 | 0.6361 | 0.7976 |
|
| 198 |
+
| No log | 7.0 | 294 | 0.6625 | 0.4873 | 0.6625 | 0.8139 |
|
| 199 |
+
| No log | 7.0476 | 296 | 0.6753 | 0.4707 | 0.6753 | 0.8218 |
|
| 200 |
+
| No log | 7.0952 | 298 | 0.6802 | 0.4583 | 0.6802 | 0.8248 |
|
| 201 |
+
| No log | 7.1429 | 300 | 0.6576 | 0.4534 | 0.6576 | 0.8109 |
|
| 202 |
+
| No log | 7.1905 | 302 | 0.6801 | 0.5120 | 0.6801 | 0.8247 |
|
| 203 |
+
| No log | 7.2381 | 304 | 0.6724 | 0.5120 | 0.6724 | 0.8200 |
|
| 204 |
+
| No log | 7.2857 | 306 | 0.6472 | 0.4423 | 0.6472 | 0.8045 |
|
| 205 |
+
| No log | 7.3333 | 308 | 0.6711 | 0.4547 | 0.6711 | 0.8192 |
|
| 206 |
+
| No log | 7.3810 | 310 | 0.6905 | 0.3900 | 0.6905 | 0.8310 |
|
| 207 |
+
| No log | 7.4286 | 312 | 0.6450 | 0.4140 | 0.6450 | 0.8031 |
|
| 208 |
+
| No log | 7.4762 | 314 | 0.5990 | 0.4786 | 0.5990 | 0.7740 |
|
| 209 |
+
| No log | 7.5238 | 316 | 0.5987 | 0.4460 | 0.5987 | 0.7738 |
|
| 210 |
+
| No log | 7.5714 | 318 | 0.5985 | 0.4608 | 0.5985 | 0.7736 |
|
| 211 |
+
| No log | 7.6190 | 320 | 0.6266 | 0.4990 | 0.6266 | 0.7916 |
|
| 212 |
+
| No log | 7.6667 | 322 | 0.6841 | 0.4844 | 0.6841 | 0.8271 |
|
| 213 |
+
| No log | 7.7143 | 324 | 0.6477 | 0.4904 | 0.6477 | 0.8048 |
|
| 214 |
+
| No log | 7.7619 | 326 | 0.6037 | 0.4966 | 0.6037 | 0.7770 |
|
| 215 |
+
| No log | 7.8095 | 328 | 0.6058 | 0.4953 | 0.6058 | 0.7783 |
|
| 216 |
+
| No log | 7.8571 | 330 | 0.6139 | 0.5075 | 0.6139 | 0.7835 |
|
| 217 |
+
| No log | 7.9048 | 332 | 0.5962 | 0.4726 | 0.5962 | 0.7721 |
|
| 218 |
+
| No log | 7.9524 | 334 | 0.6064 | 0.4203 | 0.6064 | 0.7787 |
|
| 219 |
+
| No log | 8.0 | 336 | 0.5990 | 0.4073 | 0.5990 | 0.7740 |
|
| 220 |
+
| No log | 8.0476 | 338 | 0.6207 | 0.5170 | 0.6207 | 0.7879 |
|
| 221 |
+
| No log | 8.0952 | 340 | 0.6366 | 0.5219 | 0.6366 | 0.7979 |
|
| 222 |
+
| No log | 8.1429 | 342 | 0.6314 | 0.5265 | 0.6314 | 0.7946 |
|
| 223 |
+
| No log | 8.1905 | 344 | 0.6986 | 0.4882 | 0.6986 | 0.8358 |
|
| 224 |
+
| No log | 8.2381 | 346 | 0.7070 | 0.5055 | 0.7070 | 0.8409 |
|
| 225 |
+
| No log | 8.2857 | 348 | 0.6791 | 0.5705 | 0.6791 | 0.8241 |
|
| 226 |
+
| No log | 8.3333 | 350 | 0.6664 | 0.5213 | 0.6664 | 0.8163 |
|
| 227 |
+
| No log | 8.3810 | 352 | 0.6679 | 0.5291 | 0.6679 | 0.8172 |
|
| 228 |
+
| No log | 8.4286 | 354 | 0.6724 | 0.5178 | 0.6724 | 0.8200 |
|
| 229 |
+
| No log | 8.4762 | 356 | 0.6259 | 0.4917 | 0.6259 | 0.7911 |
|
| 230 |
+
| No log | 8.5238 | 358 | 0.6121 | 0.4930 | 0.6121 | 0.7824 |
|
| 231 |
+
| No log | 8.5714 | 360 | 0.5953 | 0.5012 | 0.5953 | 0.7716 |
|
| 232 |
+
| No log | 8.6190 | 362 | 0.5933 | 0.4924 | 0.5933 | 0.7702 |
|
| 233 |
+
| No log | 8.6667 | 364 | 0.5991 | 0.4746 | 0.5991 | 0.7740 |
|
| 234 |
+
| No log | 8.7143 | 366 | 0.6108 | 0.4999 | 0.6108 | 0.7816 |
|
| 235 |
+
| No log | 8.7619 | 368 | 0.6028 | 0.4719 | 0.6028 | 0.7764 |
|
| 236 |
+
| No log | 8.8095 | 370 | 0.5987 | 0.4890 | 0.5987 | 0.7738 |
|
| 237 |
+
| No log | 8.8571 | 372 | 0.5788 | 0.4919 | 0.5788 | 0.7608 |
|
| 238 |
+
| No log | 8.9048 | 374 | 0.5839 | 0.4846 | 0.5839 | 0.7641 |
|
| 239 |
+
| No log | 8.9524 | 376 | 0.5783 | 0.4712 | 0.5783 | 0.7605 |
|
| 240 |
+
| No log | 9.0 | 378 | 0.5699 | 0.4489 | 0.5699 | 0.7549 |
|
| 241 |
+
| No log | 9.0476 | 380 | 0.6002 | 0.5475 | 0.6002 | 0.7747 |
|
| 242 |
+
| No log | 9.0952 | 382 | 0.5768 | 0.4991 | 0.5768 | 0.7595 |
|
| 243 |
+
| No log | 9.1429 | 384 | 0.5728 | 0.4113 | 0.5728 | 0.7568 |
|
| 244 |
+
| No log | 9.1905 | 386 | 0.6248 | 0.4380 | 0.6248 | 0.7905 |
|
| 245 |
+
| No log | 9.2381 | 388 | 0.6071 | 0.4343 | 0.6071 | 0.7792 |
|
| 246 |
+
| No log | 9.2857 | 390 | 0.5871 | 0.4916 | 0.5871 | 0.7662 |
|
| 247 |
+
| No log | 9.3333 | 392 | 0.6027 | 0.5725 | 0.6027 | 0.7764 |
|
| 248 |
+
| No log | 9.3810 | 394 | 0.6454 | 0.5628 | 0.6454 | 0.8033 |
|
| 249 |
+
| No log | 9.4286 | 396 | 0.6375 | 0.5289 | 0.6375 | 0.7984 |
|
| 250 |
+
| No log | 9.4762 | 398 | 0.6320 | 0.5565 | 0.6320 | 0.7950 |
|
| 251 |
+
| No log | 9.5238 | 400 | 0.6279 | 0.5210 | 0.6279 | 0.7924 |
|
| 252 |
+
| No log | 9.5714 | 402 | 0.6298 | 0.4973 | 0.6298 | 0.7936 |
|
| 253 |
+
| No log | 9.6190 | 404 | 0.6243 | 0.5062 | 0.6243 | 0.7901 |
|
| 254 |
+
| No log | 9.6667 | 406 | 0.6049 | 0.4684 | 0.6049 | 0.7777 |
|
| 255 |
+
| No log | 9.7143 | 408 | 0.5860 | 0.4474 | 0.5860 | 0.7655 |
|
| 256 |
+
| No log | 9.7619 | 410 | 0.5916 | 0.5041 | 0.5916 | 0.7691 |
|
| 257 |
+
| No log | 9.8095 | 412 | 0.6062 | 0.5210 | 0.6062 | 0.7786 |
|
| 258 |
+
| No log | 9.8571 | 414 | 0.5831 | 0.4837 | 0.5831 | 0.7636 |
|
| 259 |
+
| No log | 9.9048 | 416 | 0.6077 | 0.4304 | 0.6077 | 0.7795 |
|
| 260 |
+
| No log | 9.9524 | 418 | 0.6408 | 0.4481 | 0.6408 | 0.8005 |
|
| 261 |
+
| No log | 10.0 | 420 | 0.6096 | 0.4407 | 0.6096 | 0.7808 |
|
| 262 |
+
| No log | 10.0476 | 422 | 0.6098 | 0.5331 | 0.6098 | 0.7809 |
|
| 263 |
+
| No log | 10.0952 | 424 | 0.6293 | 0.4884 | 0.6293 | 0.7933 |
|
| 264 |
+
| No log | 10.1429 | 426 | 0.7524 | 0.4946 | 0.7524 | 0.8674 |
|
| 265 |
+
| No log | 10.1905 | 428 | 0.8109 | 0.4529 | 0.8109 | 0.9005 |
|
| 266 |
+
| No log | 10.2381 | 430 | 0.7221 | 0.4709 | 0.7221 | 0.8498 |
|
| 267 |
+
| No log | 10.2857 | 432 | 0.6064 | 0.4533 | 0.6064 | 0.7787 |
|
| 268 |
+
| No log | 10.3333 | 434 | 0.6126 | 0.4215 | 0.6126 | 0.7827 |
|
| 269 |
+
| No log | 10.3810 | 436 | 0.6491 | 0.4362 | 0.6491 | 0.8057 |
|
| 270 |
+
| No log | 10.4286 | 438 | 0.6304 | 0.4643 | 0.6304 | 0.7940 |
|
| 271 |
+
| No log | 10.4762 | 440 | 0.6168 | 0.4826 | 0.6168 | 0.7854 |
|
| 272 |
+
| No log | 10.5238 | 442 | 0.6529 | 0.4942 | 0.6529 | 0.8081 |
|
| 273 |
+
| No log | 10.5714 | 444 | 0.6589 | 0.5088 | 0.6589 | 0.8117 |
|
| 274 |
+
| No log | 10.6190 | 446 | 0.6251 | 0.5005 | 0.6251 | 0.7906 |
|
| 275 |
+
| No log | 10.6667 | 448 | 0.5980 | 0.4941 | 0.5980 | 0.7733 |
|
| 276 |
+
| No log | 10.7143 | 450 | 0.6208 | 0.4097 | 0.6208 | 0.7879 |
|
| 277 |
+
| No log | 10.7619 | 452 | 0.6199 | 0.3967 | 0.6199 | 0.7874 |
|
| 278 |
+
| No log | 10.8095 | 454 | 0.5815 | 0.4392 | 0.5815 | 0.7626 |
|
| 279 |
+
| No log | 10.8571 | 456 | 0.5907 | 0.4689 | 0.5907 | 0.7686 |
|
| 280 |
+
| No log | 10.9048 | 458 | 0.6315 | 0.4923 | 0.6315 | 0.7947 |
|
| 281 |
+
| No log | 10.9524 | 460 | 0.6136 | 0.4923 | 0.6136 | 0.7833 |
|
| 282 |
+
| No log | 11.0 | 462 | 0.6081 | 0.5333 | 0.6081 | 0.7798 |
|
| 283 |
+
| No log | 11.0476 | 464 | 0.6955 | 0.4161 | 0.6955 | 0.8340 |
|
| 284 |
+
| No log | 11.0952 | 466 | 0.8121 | 0.4194 | 0.8121 | 0.9012 |
|
| 285 |
+
| No log | 11.1429 | 468 | 0.7395 | 0.4467 | 0.7395 | 0.8599 |
|
| 286 |
+
| No log | 11.1905 | 470 | 0.6306 | 0.4481 | 0.6306 | 0.7941 |
|
| 287 |
+
| No log | 11.2381 | 472 | 0.6968 | 0.4872 | 0.6968 | 0.8348 |
|
| 288 |
+
| No log | 11.2857 | 474 | 0.8771 | 0.4769 | 0.8771 | 0.9365 |
|
| 289 |
+
| No log | 11.3333 | 476 | 0.9135 | 0.4176 | 0.9135 | 0.9558 |
|
| 290 |
+
| No log | 11.3810 | 478 | 0.7836 | 0.4736 | 0.7836 | 0.8852 |
|
| 291 |
+
| No log | 11.4286 | 480 | 0.6315 | 0.4531 | 0.6315 | 0.7947 |
|
| 292 |
+
| No log | 11.4762 | 482 | 0.5979 | 0.4524 | 0.5979 | 0.7733 |
|
| 293 |
+
| No log | 11.5238 | 484 | 0.5992 | 0.4870 | 0.5992 | 0.7741 |
|
| 294 |
+
| No log | 11.5714 | 486 | 0.6061 | 0.4962 | 0.6061 | 0.7785 |
|
| 295 |
+
| No log | 11.6190 | 488 | 0.6249 | 0.4979 | 0.6249 | 0.7905 |
|
| 296 |
+
| No log | 11.6667 | 490 | 0.6277 | 0.5125 | 0.6277 | 0.7923 |
|
| 297 |
+
| No log | 11.7143 | 492 | 0.6143 | 0.4262 | 0.6143 | 0.7838 |
|
| 298 |
+
| No log | 11.7619 | 494 | 0.6059 | 0.4514 | 0.6059 | 0.7784 |
|
| 299 |
+
| No log | 11.8095 | 496 | 0.5940 | 0.4867 | 0.5940 | 0.7707 |
|
| 300 |
+
| No log | 11.8571 | 498 | 0.5990 | 0.4147 | 0.5990 | 0.7740 |
|
| 301 |
+
| 0.3745 | 11.9048 | 500 | 0.6129 | 0.3902 | 0.6129 | 0.7829 |
|
| 302 |
+
| 0.3745 | 11.9524 | 502 | 0.6035 | 0.3957 | 0.6035 | 0.7769 |
|
| 303 |
+
| 0.3745 | 12.0 | 504 | 0.6067 | 0.3894 | 0.6067 | 0.7789 |
|
| 304 |
+
| 0.3745 | 12.0476 | 506 | 0.6086 | 0.4244 | 0.6086 | 0.7801 |
|
| 305 |
+
| 0.3745 | 12.0952 | 508 | 0.6177 | 0.4126 | 0.6177 | 0.7859 |
|
| 306 |
+
| 0.3745 | 12.1429 | 510 | 0.6240 | 0.3911 | 0.6240 | 0.7899 |
|
| 307 |
+
| 0.3745 | 12.1905 | 512 | 0.5981 | 0.4030 | 0.5981 | 0.7734 |
|
| 308 |
+
| 0.3745 | 12.2381 | 514 | 0.5774 | 0.4244 | 0.5774 | 0.7599 |
|
| 309 |
+
| 0.3745 | 12.2857 | 516 | 0.5930 | 0.5259 | 0.5930 | 0.7700 |
|
| 310 |
+
| 0.3745 | 12.3333 | 518 | 0.5946 | 0.5014 | 0.5946 | 0.7711 |
|
| 311 |
+
| 0.3745 | 12.3810 | 520 | 0.5850 | 0.5044 | 0.5850 | 0.7648 |
|
| 312 |
+
| 0.3745 | 12.4286 | 522 | 0.5747 | 0.4345 | 0.5747 | 0.7581 |
|
| 313 |
+
| 0.3745 | 12.4762 | 524 | 0.5884 | 0.4092 | 0.5884 | 0.7671 |
|
| 314 |
+
| 0.3745 | 12.5238 | 526 | 0.5951 | 0.4219 | 0.5951 | 0.7714 |
|
| 315 |
+
| 0.3745 | 12.5714 | 528 | 0.5903 | 0.4610 | 0.5903 | 0.7683 |
|
| 316 |
+
| 0.3745 | 12.6190 | 530 | 0.6087 | 0.5341 | 0.6087 | 0.7802 |
|
| 317 |
+
| 0.3745 | 12.6667 | 532 | 0.6237 | 0.5661 | 0.6237 | 0.7897 |
|
| 318 |
+
| 0.3745 | 12.7143 | 534 | 0.6191 | 0.5253 | 0.6191 | 0.7869 |
|
| 319 |
+
| 0.3745 | 12.7619 | 536 | 0.6132 | 0.5206 | 0.6132 | 0.7831 |
|
| 320 |
+
| 0.3745 | 12.8095 | 538 | 0.6195 | 0.5668 | 0.6195 | 0.7871 |
|
| 321 |
+
| 0.3745 | 12.8571 | 540 | 0.6216 | 0.5444 | 0.6216 | 0.7884 |
|
| 322 |
+
| 0.3745 | 12.9048 | 542 | 0.6306 | 0.5459 | 0.6306 | 0.7941 |
|
| 323 |
+
| 0.3745 | 12.9524 | 544 | 0.6340 | 0.5382 | 0.6340 | 0.7963 |
|
| 324 |
+
| 0.3745 | 13.0 | 546 | 0.6434 | 0.5382 | 0.6434 | 0.8021 |
|
| 325 |
+
| 0.3745 | 13.0476 | 548 | 0.6793 | 0.5278 | 0.6793 | 0.8242 |
|
| 326 |
+
| 0.3745 | 13.0952 | 550 | 0.6740 | 0.5278 | 0.6740 | 0.8210 |
|
| 327 |
+
| 0.3745 | 13.1429 | 552 | 0.6301 | 0.5012 | 0.6301 | 0.7938 |
|
| 328 |
+
| 0.3745 | 13.1905 | 554 | 0.6105 | 0.4586 | 0.6105 | 0.7813 |
|
| 329 |
+
| 0.3745 | 13.2381 | 556 | 0.6241 | 0.4251 | 0.6241 | 0.7900 |
|
| 330 |
+
| 0.3745 | 13.2857 | 558 | 0.6073 | 0.4402 | 0.6073 | 0.7793 |
|
| 331 |
+
| 0.3745 | 13.3333 | 560 | 0.6048 | 0.5071 | 0.6048 | 0.7777 |
|
| 332 |
+
| 0.3745 | 13.3810 | 562 | 0.6536 | 0.5071 | 0.6536 | 0.8085 |
|
| 333 |
+
| 0.3745 | 13.4286 | 564 | 0.7120 | 0.4668 | 0.7120 | 0.8438 |
|
| 334 |
+
| 0.3745 | 13.4762 | 566 | 0.6975 | 0.4697 | 0.6975 | 0.8352 |
|
| 335 |
+
| 0.3745 | 13.5238 | 568 | 0.6353 | 0.5090 | 0.6353 | 0.7971 |
|
| 336 |
+
| 0.3745 | 13.5714 | 570 | 0.6246 | 0.5483 | 0.6246 | 0.7903 |
|
| 337 |
+
| 0.3745 | 13.6190 | 572 | 0.6354 | 0.5689 | 0.6354 | 0.7971 |
|
| 338 |
+
| 0.3745 | 13.6667 | 574 | 0.7005 | 0.5220 | 0.7005 | 0.8370 |
|
| 339 |
+
| 0.3745 | 13.7143 | 576 | 0.7486 | 0.4926 | 0.7486 | 0.8652 |
|
| 340 |
+
| 0.3745 | 13.7619 | 578 | 0.7000 | 0.5114 | 0.7000 | 0.8367 |
|
| 341 |
+
| 0.3745 | 13.8095 | 580 | 0.6282 | 0.5253 | 0.6282 | 0.7926 |
|
| 342 |
+
| 0.3745 | 13.8571 | 582 | 0.6161 | 0.5164 | 0.6161 | 0.7849 |
|
| 343 |
+
| 0.3745 | 13.9048 | 584 | 0.6269 | 0.5343 | 0.6269 | 0.7917 |
|
| 344 |
+
| 0.3745 | 13.9524 | 586 | 0.6140 | 0.5327 | 0.6140 | 0.7836 |
|
| 345 |
+
| 0.3745 | 14.0 | 588 | 0.6087 | 0.5231 | 0.6087 | 0.7802 |
|
| 346 |
+
| 0.3745 | 14.0476 | 590 | 0.5865 | 0.5415 | 0.5865 | 0.7658 |
|
| 347 |
+
| 0.3745 | 14.0952 | 592 | 0.5762 | 0.4650 | 0.5762 | 0.7591 |
|
| 348 |
+
| 0.3745 | 14.1429 | 594 | 0.5791 | 0.5302 | 0.5791 | 0.7610 |
|
| 349 |
+
| 0.3745 | 14.1905 | 596 | 0.5773 | 0.4740 | 0.5773 | 0.7598 |
|
| 350 |
+
| 0.3745 | 14.2381 | 598 | 0.5845 | 0.4302 | 0.5845 | 0.7645 |
|
| 351 |
+
| 0.3745 | 14.2857 | 600 | 0.5939 | 0.4012 | 0.5939 | 0.7706 |
|
| 352 |
+
| 0.3745 | 14.3333 | 602 | 0.5984 | 0.4170 | 0.5984 | 0.7736 |
|
| 353 |
+
| 0.3745 | 14.3810 | 604 | 0.5971 | 0.4963 | 0.5971 | 0.7727 |
|
| 354 |
+
| 0.3745 | 14.4286 | 606 | 0.5970 | 0.5350 | 0.5970 | 0.7726 |
|
| 355 |
+
| 0.3745 | 14.4762 | 608 | 0.6061 | 0.5259 | 0.6061 | 0.7785 |
|
| 356 |
+
| 0.3745 | 14.5238 | 610 | 0.6119 | 0.4984 | 0.6119 | 0.7822 |
|
| 357 |
+
| 0.3745 | 14.5714 | 612 | 0.6164 | 0.4984 | 0.6164 | 0.7851 |
|
| 358 |
+
| 0.3745 | 14.6190 | 614 | 0.5931 | 0.4859 | 0.5931 | 0.7701 |
|
| 359 |
+
| 0.3745 | 14.6667 | 616 | 0.5877 | 0.4638 | 0.5877 | 0.7666 |
|
| 360 |
+
| 0.3745 | 14.7143 | 618 | 0.5910 | 0.4801 | 0.5910 | 0.7688 |
|
| 361 |
+
| 0.3745 | 14.7619 | 620 | 0.5953 | 0.5165 | 0.5953 | 0.7715 |
|
| 362 |
+
| 0.3745 | 14.8095 | 622 | 0.5877 | 0.4650 | 0.5877 | 0.7666 |
|
| 363 |
+
| 0.3745 | 14.8571 | 624 | 0.5877 | 0.4648 | 0.5877 | 0.7666 |
|
| 364 |
+
| 0.3745 | 14.9048 | 626 | 0.5948 | 0.4677 | 0.5948 | 0.7712 |
|
| 365 |
+
| 0.3745 | 14.9524 | 628 | 0.5947 | 0.4677 | 0.5947 | 0.7711 |
|
| 366 |
+
| 0.3745 | 15.0 | 630 | 0.5880 | 0.4877 | 0.5880 | 0.7668 |
|
| 367 |
+
| 0.3745 | 15.0476 | 632 | 0.5960 | 0.4465 | 0.5960 | 0.7720 |
|
| 368 |
+
| 0.3745 | 15.0952 | 634 | 0.6135 | 0.4934 | 0.6135 | 0.7833 |
|
| 369 |
+
| 0.3745 | 15.1429 | 636 | 0.6369 | 0.5083 | 0.6369 | 0.7981 |
|
| 370 |
+
| 0.3745 | 15.1905 | 638 | 0.6357 | 0.5111 | 0.6357 | 0.7973 |
|
| 371 |
+
| 0.3745 | 15.2381 | 640 | 0.6091 | 0.5248 | 0.6091 | 0.7804 |
|
| 372 |
+
| 0.3745 | 15.2857 | 642 | 0.5974 | 0.4887 | 0.5974 | 0.7729 |
|
| 373 |
+
| 0.3745 | 15.3333 | 644 | 0.6151 | 0.4997 | 0.6151 | 0.7843 |
|
| 374 |
+
| 0.3745 | 15.3810 | 646 | 0.6083 | 0.4759 | 0.6083 | 0.7799 |
|
| 375 |
+
| 0.3745 | 15.4286 | 648 | 0.6398 | 0.5703 | 0.6398 | 0.7998 |
|
| 376 |
+
| 0.3745 | 15.4762 | 650 | 0.6780 | 0.5524 | 0.6780 | 0.8234 |
|
| 377 |
+
| 0.3745 | 15.5238 | 652 | 0.7010 | 0.5319 | 0.7010 | 0.8373 |
|
| 378 |
+
| 0.3745 | 15.5714 | 654 | 0.6550 | 0.5317 | 0.6550 | 0.8093 |
|
| 379 |
+
| 0.3745 | 15.6190 | 656 | 0.5983 | 0.5048 | 0.5983 | 0.7735 |
|
| 380 |
+
| 0.3745 | 15.6667 | 658 | 0.5939 | 0.5215 | 0.5939 | 0.7706 |
|
| 381 |
+
| 0.3745 | 15.7143 | 660 | 0.5924 | 0.5106 | 0.5924 | 0.7697 |
|
| 382 |
+
| 0.3745 | 15.7619 | 662 | 0.6023 | 0.5186 | 0.6023 | 0.7761 |
|
| 383 |
+
| 0.3745 | 15.8095 | 664 | 0.6150 | 0.5234 | 0.6150 | 0.7842 |
|
| 384 |
+
| 0.3745 | 15.8571 | 666 | 0.6067 | 0.5080 | 0.6067 | 0.7789 |
|
| 385 |
+
| 0.3745 | 15.9048 | 668 | 0.5852 | 0.5230 | 0.5852 | 0.7650 |
|
| 386 |
+
| 0.3745 | 15.9524 | 670 | 0.5843 | 0.5396 | 0.5843 | 0.7644 |
|
| 387 |
+
| 0.3745 | 16.0 | 672 | 0.6043 | 0.5269 | 0.6043 | 0.7773 |
|
| 388 |
+
| 0.3745 | 16.0476 | 674 | 0.6067 | 0.5128 | 0.6067 | 0.7789 |
|
| 389 |
+
| 0.3745 | 16.0952 | 676 | 0.5998 | 0.5373 | 0.5998 | 0.7745 |
|
| 390 |
+
| 0.3745 | 16.1429 | 678 | 0.6024 | 0.5112 | 0.6024 | 0.7761 |
|
| 391 |
+
| 0.3745 | 16.1905 | 680 | 0.6232 | 0.4790 | 0.6232 | 0.7894 |
|
| 392 |
+
| 0.3745 | 16.2381 | 682 | 0.6288 | 0.3910 | 0.6288 | 0.7929 |
|
| 393 |
+
| 0.3745 | 16.2857 | 684 | 0.6161 | 0.4062 | 0.6160 | 0.7849 |
|
| 394 |
+
| 0.3745 | 16.3333 | 686 | 0.5921 | 0.5119 | 0.5921 | 0.7695 |
|
| 395 |
+
| 0.3745 | 16.3810 | 688 | 0.5892 | 0.5440 | 0.5892 | 0.7676 |
|
| 396 |
+
| 0.3745 | 16.4286 | 690 | 0.5972 | 0.5152 | 0.5972 | 0.7728 |
|
| 397 |
+
| 0.3745 | 16.4762 | 692 | 0.6035 | 0.4998 | 0.6035 | 0.7769 |
|
| 398 |
+
| 0.3745 | 16.5238 | 694 | 0.6137 | 0.4526 | 0.6137 | 0.7834 |
|
| 399 |
+
| 0.3745 | 16.5714 | 696 | 0.5981 | 0.5011 | 0.5981 | 0.7734 |
|
| 400 |
+
| 0.3745 | 16.6190 | 698 | 0.5945 | 0.5302 | 0.5945 | 0.7710 |
|
| 401 |
+
| 0.3745 | 16.6667 | 700 | 0.6151 | 0.5180 | 0.6151 | 0.7843 |
|
| 402 |
+
| 0.3745 | 16.7143 | 702 | 0.6253 | 0.5137 | 0.6253 | 0.7908 |
|
| 403 |
+
| 0.3745 | 16.7619 | 704 | 0.6106 | 0.5196 | 0.6106 | 0.7814 |
|
| 404 |
+
| 0.3745 | 16.8095 | 706 | 0.6089 | 0.5256 | 0.6089 | 0.7803 |
|
| 405 |
+
| 0.3745 | 16.8571 | 708 | 0.6109 | 0.5069 | 0.6109 | 0.7816 |
|
| 406 |
+
| 0.3745 | 16.9048 | 710 | 0.6121 | 0.4802 | 0.6121 | 0.7824 |
|
| 407 |
+
| 0.3745 | 16.9524 | 712 | 0.6208 | 0.5238 | 0.6208 | 0.7879 |
|
| 408 |
+
| 0.3745 | 17.0 | 714 | 0.6404 | 0.4999 | 0.6404 | 0.8003 |
|
| 409 |
+
| 0.3745 | 17.0476 | 716 | 0.6467 | 0.4902 | 0.6467 | 0.8042 |
|
| 410 |
+
| 0.3745 | 17.0952 | 718 | 0.6367 | 0.5180 | 0.6367 | 0.7980 |
|
| 411 |
+
| 0.3745 | 17.1429 | 720 | 0.6272 | 0.5209 | 0.6272 | 0.7920 |
|
| 412 |
+
| 0.3745 | 17.1905 | 722 | 0.6288 | 0.4991 | 0.6288 | 0.7930 |
|
| 413 |
+
| 0.3745 | 17.2381 | 724 | 0.6404 | 0.4862 | 0.6404 | 0.8003 |
|
| 414 |
+
| 0.3745 | 17.2857 | 726 | 0.6317 | 0.5276 | 0.6317 | 0.7948 |
|
| 415 |
+
| 0.3745 | 17.3333 | 728 | 0.6285 | 0.4935 | 0.6285 | 0.7928 |
|
| 416 |
+
| 0.3745 | 17.3810 | 730 | 0.6251 | 0.4998 | 0.6251 | 0.7906 |
|
| 417 |
+
| 0.3745 | 17.4286 | 732 | 0.6198 | 0.4998 | 0.6198 | 0.7873 |
|
| 418 |
+
| 0.3745 | 17.4762 | 734 | 0.6250 | 0.4877 | 0.6250 | 0.7906 |
|
| 419 |
+
| 0.3745 | 17.5238 | 736 | 0.6267 | 0.5209 | 0.6267 | 0.7916 |
|
| 420 |
+
| 0.3745 | 17.5714 | 738 | 0.6200 | 0.5209 | 0.6200 | 0.7874 |
|
| 421 |
+
| 0.3745 | 17.6190 | 740 | 0.6125 | 0.5209 | 0.6125 | 0.7826 |
|
| 422 |
+
| 0.3745 | 17.6667 | 742 | 0.6039 | 0.4860 | 0.6039 | 0.7771 |
|
| 423 |
+
| 0.3745 | 17.7143 | 744 | 0.6022 | 0.5063 | 0.6022 | 0.7760 |
|
| 424 |
+
| 0.3745 | 17.7619 | 746 | 0.6010 | 0.4977 | 0.6010 | 0.7752 |
|
| 425 |
+
| 0.3745 | 17.8095 | 748 | 0.6075 | 0.4178 | 0.6075 | 0.7794 |
|
| 426 |
+
| 0.3745 | 17.8571 | 750 | 0.6063 | 0.4937 | 0.6063 | 0.7786 |
|
| 427 |
+
| 0.3745 | 17.9048 | 752 | 0.6152 | 0.5312 | 0.6152 | 0.7843 |
|
| 428 |
+
| 0.3745 | 17.9524 | 754 | 0.6309 | 0.5214 | 0.6309 | 0.7943 |
|
| 429 |
+
| 0.3745 | 18.0 | 756 | 0.6062 | 0.4785 | 0.6062 | 0.7786 |
|
| 430 |
+
| 0.3745 | 18.0476 | 758 | 0.6081 | 0.4788 | 0.6081 | 0.7798 |
|
| 431 |
+
| 0.3745 | 18.0952 | 760 | 0.6457 | 0.4417 | 0.6457 | 0.8036 |
|
| 432 |
+
| 0.3745 | 18.1429 | 762 | 0.6420 | 0.3848 | 0.6420 | 0.8013 |
|
| 433 |
+
| 0.3745 | 18.1905 | 764 | 0.5996 | 0.4032 | 0.5996 | 0.7743 |
|
| 434 |
+
| 0.3745 | 18.2381 | 766 | 0.5913 | 0.4749 | 0.5913 | 0.7689 |
|
| 435 |
+
| 0.3745 | 18.2857 | 768 | 0.6193 | 0.4830 | 0.6193 | 0.7869 |
|
| 436 |
+
| 0.3745 | 18.3333 | 770 | 0.6355 | 0.4870 | 0.6355 | 0.7972 |
|
| 437 |
+
| 0.3745 | 18.3810 | 772 | 0.6189 | 0.4570 | 0.6189 | 0.7867 |
|
| 438 |
+
| 0.3745 | 18.4286 | 774 | 0.6167 | 0.4570 | 0.6167 | 0.7853 |
|
| 439 |
+
| 0.3745 | 18.4762 | 776 | 0.6026 | 0.4607 | 0.6026 | 0.7763 |
|
| 440 |
+
| 0.3745 | 18.5238 | 778 | 0.6071 | 0.3796 | 0.6071 | 0.7792 |
|
| 441 |
+
| 0.3745 | 18.5714 | 780 | 0.6041 | 0.4393 | 0.6041 | 0.7772 |
|
| 442 |
+
| 0.3745 | 18.6190 | 782 | 0.6115 | 0.4570 | 0.6115 | 0.7820 |
|
| 443 |
+
| 0.3745 | 18.6667 | 784 | 0.6143 | 0.4795 | 0.6143 | 0.7837 |
|
| 444 |
+
| 0.3745 | 18.7143 | 786 | 0.6026 | 0.4514 | 0.6026 | 0.7763 |
|
| 445 |
+
| 0.3745 | 18.7619 | 788 | 0.5996 | 0.3979 | 0.5996 | 0.7743 |
|
| 446 |
+
| 0.3745 | 18.8095 | 790 | 0.6011 | 0.4057 | 0.6011 | 0.7753 |
|
| 447 |
+
| 0.3745 | 18.8571 | 792 | 0.5964 | 0.4242 | 0.5964 | 0.7723 |
|
| 448 |
+
| 0.3745 | 18.9048 | 794 | 0.5997 | 0.4417 | 0.5997 | 0.7744 |
|
| 449 |
+
| 0.3745 | 18.9524 | 796 | 0.6368 | 0.4799 | 0.6368 | 0.7980 |
|
| 450 |
+
| 0.3745 | 19.0 | 798 | 0.6893 | 0.5269 | 0.6893 | 0.8302 |
|
| 451 |
+
| 0.3745 | 19.0476 | 800 | 0.6977 | 0.5280 | 0.6977 | 0.8353 |
|
| 452 |
+
| 0.3745 | 19.0952 | 802 | 0.6567 | 0.5250 | 0.6567 | 0.8103 |
|
| 453 |
+
| 0.3745 | 19.1429 | 804 | 0.6071 | 0.4639 | 0.6071 | 0.7791 |
|
| 454 |
+
| 0.3745 | 19.1905 | 806 | 0.5864 | 0.4537 | 0.5864 | 0.7658 |
|
| 455 |
+
| 0.3745 | 19.2381 | 808 | 0.5806 | 0.4618 | 0.5806 | 0.7620 |
|
| 456 |
+
| 0.3745 | 19.2857 | 810 | 0.5836 | 0.4679 | 0.5836 | 0.7639 |
|
| 457 |
+
| 0.3745 | 19.3333 | 812 | 0.6074 | 0.4746 | 0.6074 | 0.7793 |
|
| 458 |
+
| 0.3745 | 19.3810 | 814 | 0.6035 | 0.4651 | 0.6035 | 0.7768 |
|
| 459 |
+
| 0.3745 | 19.4286 | 816 | 0.5833 | 0.4776 | 0.5833 | 0.7637 |
|
| 460 |
+
| 0.3745 | 19.4762 | 818 | 0.5763 | 0.4941 | 0.5763 | 0.7591 |
|
| 461 |
+
| 0.3745 | 19.5238 | 820 | 0.5763 | 0.4878 | 0.5763 | 0.7592 |
|
| 462 |
+
| 0.3745 | 19.5714 | 822 | 0.5761 | 0.4878 | 0.5761 | 0.7590 |
|
| 463 |
+
| 0.3745 | 19.6190 | 824 | 0.5795 | 0.4964 | 0.5795 | 0.7612 |
|
| 464 |
+
| 0.3745 | 19.6667 | 826 | 0.5968 | 0.5336 | 0.5968 | 0.7725 |
|
| 465 |
+
| 0.3745 | 19.7143 | 828 | 0.6298 | 0.5485 | 0.6298 | 0.7936 |
|
| 466 |
+
| 0.3745 | 19.7619 | 830 | 0.6392 | 0.5569 | 0.6392 | 0.7995 |
|
| 467 |
+
| 0.3745 | 19.8095 | 832 | 0.6296 | 0.5588 | 0.6296 | 0.7935 |
|
| 468 |
+
| 0.3745 | 19.8571 | 834 | 0.5985 | 0.5327 | 0.5985 | 0.7737 |
|
| 469 |
+
| 0.3745 | 19.9048 | 836 | 0.5857 | 0.4984 | 0.5857 | 0.7653 |
|
| 470 |
+
| 0.3745 | 19.9524 | 838 | 0.5763 | 0.4956 | 0.5763 | 0.7591 |
|
| 471 |
+
| 0.3745 | 20.0 | 840 | 0.5789 | 0.5075 | 0.5789 | 0.7609 |
|
| 472 |
+
| 0.3745 | 20.0476 | 842 | 0.6050 | 0.4538 | 0.6050 | 0.7778 |
|
| 473 |
+
| 0.3745 | 20.0952 | 844 | 0.6160 | 0.4733 | 0.6160 | 0.7849 |
|
| 474 |
+
| 0.3745 | 20.1429 | 846 | 0.5994 | 0.4538 | 0.5994 | 0.7742 |
|
| 475 |
+
| 0.3745 | 20.1905 | 848 | 0.5759 | 0.4741 | 0.5759 | 0.7589 |
|
| 476 |
+
| 0.3745 | 20.2381 | 850 | 0.5730 | 0.4607 | 0.5730 | 0.7570 |
|
| 477 |
+
| 0.3745 | 20.2857 | 852 | 0.5742 | 0.4447 | 0.5742 | 0.7577 |
|
| 478 |
+
| 0.3745 | 20.3333 | 854 | 0.5757 | 0.4455 | 0.5757 | 0.7587 |
|
| 479 |
+
| 0.3745 | 20.3810 | 856 | 0.5796 | 0.4221 | 0.5796 | 0.7613 |
|
| 480 |
+
| 0.3745 | 20.4286 | 858 | 0.5768 | 0.4289 | 0.5768 | 0.7595 |
|
| 481 |
+
| 0.3745 | 20.4762 | 860 | 0.5831 | 0.4723 | 0.5831 | 0.7636 |
|
| 482 |
+
| 0.3745 | 20.5238 | 862 | 0.6211 | 0.4835 | 0.6211 | 0.7881 |
|
| 483 |
+
| 0.3745 | 20.5714 | 864 | 0.6589 | 0.4901 | 0.6589 | 0.8117 |
|
| 484 |
+
| 0.3745 | 20.6190 | 866 | 0.6592 | 0.4979 | 0.6592 | 0.8119 |
|
| 485 |
+
| 0.3745 | 20.6667 | 868 | 0.6200 | 0.5153 | 0.6200 | 0.7874 |
|
| 486 |
+
| 0.3745 | 20.7143 | 870 | 0.5984 | 0.4813 | 0.5984 | 0.7736 |
|
| 487 |
+
| 0.3745 | 20.7619 | 872 | 0.5960 | 0.4983 | 0.5960 | 0.7720 |
|
| 488 |
+
| 0.3745 | 20.8095 | 874 | 0.5953 | 0.4983 | 0.5953 | 0.7715 |
|
| 489 |
+
| 0.3745 | 20.8571 | 876 | 0.5915 | 0.4699 | 0.5915 | 0.7691 |
|
| 490 |
+
| 0.3745 | 20.9048 | 878 | 0.6151 | 0.5020 | 0.6151 | 0.7843 |
|
| 491 |
+
| 0.3745 | 20.9524 | 880 | 0.6326 | 0.5020 | 0.6326 | 0.7954 |
|
| 492 |
+
| 0.3745 | 21.0 | 882 | 0.6058 | 0.4733 | 0.6058 | 0.7783 |
|
| 493 |
+
| 0.3745 | 21.0476 | 884 | 0.5839 | 0.4977 | 0.5839 | 0.7642 |
|
| 494 |
+
| 0.3745 | 21.0952 | 886 | 0.6192 | 0.4614 | 0.6192 | 0.7869 |
|
| 495 |
+
| 0.3745 | 21.1429 | 888 | 0.6641 | 0.3557 | 0.6641 | 0.8149 |
|
| 496 |
+
| 0.3745 | 21.1905 | 890 | 0.6525 | 0.3618 | 0.6525 | 0.8078 |
|
| 497 |
+
| 0.3745 | 21.2381 | 892 | 0.6113 | 0.4368 | 0.6113 | 0.7819 |
|
| 498 |
+
| 0.3745 | 21.2857 | 894 | 0.5998 | 0.4399 | 0.5998 | 0.7745 |
|
| 499 |
+
| 0.3745 | 21.3333 | 896 | 0.6010 | 0.4772 | 0.6010 | 0.7752 |
|
| 500 |
+
| 0.3745 | 21.3810 | 898 | 0.6084 | 0.5063 | 0.6084 | 0.7800 |
|
| 501 |
+
| 0.3745 | 21.4286 | 900 | 0.6116 | 0.4737 | 0.6116 | 0.7821 |
|
| 502 |
+
| 0.3745 | 21.4762 | 902 | 0.6212 | 0.4368 | 0.6212 | 0.7881 |
|
| 503 |
+
| 0.3745 | 21.5238 | 904 | 0.6513 | 0.3794 | 0.6513 | 0.8070 |
|
| 504 |
+
| 0.3745 | 21.5714 | 906 | 0.7108 | 0.3700 | 0.7108 | 0.8431 |
|
| 505 |
+
| 0.3745 | 21.6190 | 908 | 0.7707 | 0.3874 | 0.7707 | 0.8779 |
|
| 506 |
+
| 0.3745 | 21.6667 | 910 | 0.7264 | 0.3830 | 0.7264 | 0.8523 |
|
| 507 |
+
| 0.3745 | 21.7143 | 912 | 0.6562 | 0.3298 | 0.6562 | 0.8101 |
|
| 508 |
+
|
| 509 |
+
|
| 510 |
+
### Framework versions
|
| 511 |
+
|
| 512 |
+
- Transformers 4.44.2
|
| 513 |
+
- Pytorch 2.4.0+cu118
|
| 514 |
+
- Datasets 2.21.0
|
| 515 |
+
- 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",
|
| 27 |
+
"torch_dtype": "float32",
|
| 28 |
+
"transformers_version": "4.44.2",
|
| 29 |
+
"type_vocab_size": 2,
|
| 30 |
+
"use_cache": true,
|
| 31 |
+
"vocab_size": 64000
|
| 32 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:df675e1fb818f8ecf95a62553763da9796d63880d339f9cd20f1a857ae01a263
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8c5b8875760dec548af6c8d739ce3e56604eb41d09624a5524da0fe6940de247
|
| 3 |
+
size 5304
|