Training in progress, step 500
Browse files- README.md +393 -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 |
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- generated_from_trainer
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| 6 |
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model-index:
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| 7 |
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- name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task7_organization
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| 8 |
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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
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| 12 |
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should probably proofread and complete it, then remove this comment. -->
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| 13 |
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| 14 |
+
# ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task7_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 |
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- Loss: 0.5183
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| 19 |
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- Qwk: 0.4468
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| 20 |
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- Mse: 0.5183
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| 21 |
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- Rmse: 0.7199
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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 |
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More information needed
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| 26 |
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| 27 |
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## Intended uses & limitations
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| 28 |
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| 29 |
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More information needed
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| 30 |
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| 31 |
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## Training and evaluation data
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| 32 |
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| 33 |
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More information needed
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| 34 |
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| 35 |
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## Training procedure
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| 36 |
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| 37 |
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### 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 |
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- train_batch_size: 8
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| 42 |
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- 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 |
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- lr_scheduler_type: linear
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| 46 |
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- num_epochs: 100
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| 47 |
+
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| 48 |
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### Training results
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| 49 |
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| 50 |
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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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| 52 |
+
| No log | 0.1333 | 2 | 2.5449 | -0.0924 | 2.5449 | 1.5953 |
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| 53 |
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| No log | 0.2667 | 4 | 1.2828 | 0.1281 | 1.2828 | 1.1326 |
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| 54 |
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| No log | 0.4 | 6 | 1.1094 | -0.1032 | 1.1094 | 1.0533 |
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| 55 |
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| No log | 0.5333 | 8 | 1.0953 | 0.0112 | 1.0953 | 1.0466 |
|
| 56 |
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| No log | 0.6667 | 10 | 0.8473 | 0.1050 | 0.8473 | 0.9205 |
|
| 57 |
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| No log | 0.8 | 12 | 0.7386 | 0.1508 | 0.7386 | 0.8594 |
|
| 58 |
+
| No log | 0.9333 | 14 | 0.8093 | 0.2967 | 0.8093 | 0.8996 |
|
| 59 |
+
| No log | 1.0667 | 16 | 0.9286 | 0.2833 | 0.9286 | 0.9637 |
|
| 60 |
+
| No log | 1.2 | 18 | 0.8887 | 0.3287 | 0.8887 | 0.9427 |
|
| 61 |
+
| No log | 1.3333 | 20 | 0.6721 | 0.4060 | 0.6721 | 0.8198 |
|
| 62 |
+
| No log | 1.4667 | 22 | 0.8359 | 0.2308 | 0.8359 | 0.9143 |
|
| 63 |
+
| No log | 1.6 | 24 | 0.7830 | 0.2156 | 0.7830 | 0.8849 |
|
| 64 |
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| No log | 1.7333 | 26 | 0.6946 | 0.1539 | 0.6946 | 0.8334 |
|
| 65 |
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| No log | 1.8667 | 28 | 0.6984 | 0.0460 | 0.6984 | 0.8357 |
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| 66 |
+
| No log | 2.0 | 30 | 0.6781 | 0.1580 | 0.6781 | 0.8235 |
|
| 67 |
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| No log | 2.1333 | 32 | 0.6750 | 0.2280 | 0.6750 | 0.8216 |
|
| 68 |
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| No log | 2.2667 | 34 | 0.6899 | 0.1580 | 0.6899 | 0.8306 |
|
| 69 |
+
| No log | 2.4 | 36 | 0.6796 | 0.2317 | 0.6796 | 0.8244 |
|
| 70 |
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| No log | 2.5333 | 38 | 0.6824 | 0.2317 | 0.6824 | 0.8261 |
|
| 71 |
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| No log | 2.6667 | 40 | 0.6786 | 0.3675 | 0.6786 | 0.8238 |
|
| 72 |
+
| No log | 2.8 | 42 | 0.6952 | 0.3701 | 0.6952 | 0.8338 |
|
| 73 |
+
| No log | 2.9333 | 44 | 0.6888 | 0.2608 | 0.6888 | 0.8299 |
|
| 74 |
+
| No log | 3.0667 | 46 | 0.8877 | 0.2787 | 0.8877 | 0.9422 |
|
| 75 |
+
| No log | 3.2 | 48 | 1.0780 | 0.2263 | 1.0780 | 1.0382 |
|
| 76 |
+
| No log | 3.3333 | 50 | 0.9903 | 0.2604 | 0.9903 | 0.9952 |
|
| 77 |
+
| No log | 3.4667 | 52 | 0.7417 | 0.2193 | 0.7417 | 0.8612 |
|
| 78 |
+
| No log | 3.6 | 54 | 0.6840 | 0.3470 | 0.6840 | 0.8270 |
|
| 79 |
+
| No log | 3.7333 | 56 | 0.7106 | 0.2525 | 0.7106 | 0.8430 |
|
| 80 |
+
| No log | 3.8667 | 58 | 0.6248 | 0.4494 | 0.6248 | 0.7904 |
|
| 81 |
+
| No log | 4.0 | 60 | 0.6256 | 0.4314 | 0.6256 | 0.7909 |
|
| 82 |
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| No log | 4.1333 | 62 | 0.5951 | 0.3530 | 0.5951 | 0.7714 |
|
| 83 |
+
| No log | 4.2667 | 64 | 0.6040 | 0.4367 | 0.6040 | 0.7772 |
|
| 84 |
+
| No log | 4.4 | 66 | 0.6222 | 0.4249 | 0.6222 | 0.7888 |
|
| 85 |
+
| No log | 4.5333 | 68 | 0.5695 | 0.4953 | 0.5695 | 0.7546 |
|
| 86 |
+
| No log | 4.6667 | 70 | 0.5899 | 0.5201 | 0.5899 | 0.7681 |
|
| 87 |
+
| No log | 4.8 | 72 | 0.5700 | 0.4829 | 0.5700 | 0.7550 |
|
| 88 |
+
| No log | 4.9333 | 74 | 0.6592 | 0.4058 | 0.6592 | 0.8119 |
|
| 89 |
+
| No log | 5.0667 | 76 | 0.6852 | 0.4079 | 0.6852 | 0.8278 |
|
| 90 |
+
| No log | 5.2 | 78 | 0.6070 | 0.4698 | 0.6070 | 0.7791 |
|
| 91 |
+
| No log | 5.3333 | 80 | 0.6410 | 0.4460 | 0.6410 | 0.8006 |
|
| 92 |
+
| No log | 5.4667 | 82 | 0.6161 | 0.5210 | 0.6161 | 0.7850 |
|
| 93 |
+
| No log | 5.6 | 84 | 0.7421 | 0.4232 | 0.7421 | 0.8615 |
|
| 94 |
+
| No log | 5.7333 | 86 | 0.9819 | 0.3119 | 0.9819 | 0.9909 |
|
| 95 |
+
| No log | 5.8667 | 88 | 0.8650 | 0.3766 | 0.8650 | 0.9301 |
|
| 96 |
+
| No log | 6.0 | 90 | 0.6734 | 0.4652 | 0.6734 | 0.8206 |
|
| 97 |
+
| No log | 6.1333 | 92 | 0.6113 | 0.4913 | 0.6113 | 0.7819 |
|
| 98 |
+
| No log | 6.2667 | 94 | 0.6532 | 0.4359 | 0.6532 | 0.8082 |
|
| 99 |
+
| No log | 6.4 | 96 | 0.6386 | 0.4562 | 0.6386 | 0.7991 |
|
| 100 |
+
| No log | 6.5333 | 98 | 0.5454 | 0.5268 | 0.5454 | 0.7385 |
|
| 101 |
+
| No log | 6.6667 | 100 | 0.6007 | 0.4854 | 0.6007 | 0.7751 |
|
| 102 |
+
| No log | 6.8 | 102 | 0.5594 | 0.5239 | 0.5594 | 0.7480 |
|
| 103 |
+
| No log | 6.9333 | 104 | 0.5574 | 0.4869 | 0.5574 | 0.7466 |
|
| 104 |
+
| No log | 7.0667 | 106 | 0.5938 | 0.5512 | 0.5938 | 0.7706 |
|
| 105 |
+
| No log | 7.2 | 108 | 0.5270 | 0.5460 | 0.5270 | 0.7260 |
|
| 106 |
+
| No log | 7.3333 | 110 | 0.6142 | 0.5431 | 0.6142 | 0.7837 |
|
| 107 |
+
| No log | 7.4667 | 112 | 0.6042 | 0.4980 | 0.6042 | 0.7773 |
|
| 108 |
+
| No log | 7.6 | 114 | 0.5199 | 0.5201 | 0.5199 | 0.7210 |
|
| 109 |
+
| No log | 7.7333 | 116 | 0.5277 | 0.5227 | 0.5277 | 0.7264 |
|
| 110 |
+
| No log | 7.8667 | 118 | 0.6361 | 0.5249 | 0.6361 | 0.7976 |
|
| 111 |
+
| No log | 8.0 | 120 | 0.6310 | 0.5249 | 0.6310 | 0.7944 |
|
| 112 |
+
| No log | 8.1333 | 122 | 0.6148 | 0.5249 | 0.6148 | 0.7841 |
|
| 113 |
+
| No log | 8.2667 | 124 | 0.5607 | 0.5305 | 0.5607 | 0.7488 |
|
| 114 |
+
| No log | 8.4 | 126 | 0.5595 | 0.5189 | 0.5595 | 0.7480 |
|
| 115 |
+
| No log | 8.5333 | 128 | 0.5718 | 0.4774 | 0.5718 | 0.7561 |
|
| 116 |
+
| No log | 8.6667 | 130 | 0.5856 | 0.4774 | 0.5856 | 0.7653 |
|
| 117 |
+
| No log | 8.8 | 132 | 0.6123 | 0.4898 | 0.6123 | 0.7825 |
|
| 118 |
+
| No log | 8.9333 | 134 | 0.6560 | 0.4737 | 0.6560 | 0.8099 |
|
| 119 |
+
| No log | 9.0667 | 136 | 0.6593 | 0.5781 | 0.6593 | 0.8120 |
|
| 120 |
+
| No log | 9.2 | 138 | 0.6453 | 0.4543 | 0.6453 | 0.8033 |
|
| 121 |
+
| No log | 9.3333 | 140 | 0.6368 | 0.5352 | 0.6368 | 0.7980 |
|
| 122 |
+
| No log | 9.4667 | 142 | 0.6414 | 0.4960 | 0.6414 | 0.8009 |
|
| 123 |
+
| No log | 9.6 | 144 | 0.6217 | 0.5414 | 0.6217 | 0.7885 |
|
| 124 |
+
| No log | 9.7333 | 146 | 0.6044 | 0.4591 | 0.6044 | 0.7774 |
|
| 125 |
+
| No log | 9.8667 | 148 | 0.5912 | 0.4747 | 0.5912 | 0.7689 |
|
| 126 |
+
| No log | 10.0 | 150 | 0.5675 | 0.3995 | 0.5675 | 0.7534 |
|
| 127 |
+
| No log | 10.1333 | 152 | 0.5768 | 0.4493 | 0.5768 | 0.7595 |
|
| 128 |
+
| No log | 10.2667 | 154 | 0.6234 | 0.5223 | 0.6234 | 0.7895 |
|
| 129 |
+
| No log | 10.4 | 156 | 0.6241 | 0.5117 | 0.6241 | 0.7900 |
|
| 130 |
+
| No log | 10.5333 | 158 | 0.5283 | 0.4091 | 0.5283 | 0.7268 |
|
| 131 |
+
| No log | 10.6667 | 160 | 0.5956 | 0.4850 | 0.5956 | 0.7717 |
|
| 132 |
+
| No log | 10.8 | 162 | 0.6433 | 0.5313 | 0.6433 | 0.8021 |
|
| 133 |
+
| No log | 10.9333 | 164 | 0.6135 | 0.5078 | 0.6135 | 0.7833 |
|
| 134 |
+
| No log | 11.0667 | 166 | 0.5791 | 0.4380 | 0.5791 | 0.7610 |
|
| 135 |
+
| No log | 11.2 | 168 | 0.6372 | 0.5338 | 0.6372 | 0.7982 |
|
| 136 |
+
| No log | 11.3333 | 170 | 0.6317 | 0.3887 | 0.6317 | 0.7948 |
|
| 137 |
+
| No log | 11.4667 | 172 | 0.6206 | 0.3915 | 0.6206 | 0.7878 |
|
| 138 |
+
| No log | 11.6 | 174 | 0.6353 | 0.4276 | 0.6353 | 0.7971 |
|
| 139 |
+
| No log | 11.7333 | 176 | 0.6674 | 0.3762 | 0.6674 | 0.8169 |
|
| 140 |
+
| No log | 11.8667 | 178 | 0.6860 | 0.3366 | 0.6860 | 0.8282 |
|
| 141 |
+
| No log | 12.0 | 180 | 0.6745 | 0.3915 | 0.6745 | 0.8213 |
|
| 142 |
+
| No log | 12.1333 | 182 | 0.7531 | 0.3220 | 0.7531 | 0.8678 |
|
| 143 |
+
| No log | 12.2667 | 184 | 0.9380 | 0.3776 | 0.9380 | 0.9685 |
|
| 144 |
+
| No log | 12.4 | 186 | 0.7842 | 0.5445 | 0.7842 | 0.8855 |
|
| 145 |
+
| No log | 12.5333 | 188 | 0.6175 | 0.4640 | 0.6175 | 0.7858 |
|
| 146 |
+
| No log | 12.6667 | 190 | 0.5898 | 0.5039 | 0.5898 | 0.7680 |
|
| 147 |
+
| No log | 12.8 | 192 | 0.5767 | 0.5559 | 0.5767 | 0.7594 |
|
| 148 |
+
| No log | 12.9333 | 194 | 0.5526 | 0.5979 | 0.5526 | 0.7434 |
|
| 149 |
+
| No log | 13.0667 | 196 | 0.6675 | 0.4987 | 0.6675 | 0.8170 |
|
| 150 |
+
| No log | 13.2 | 198 | 1.0059 | 0.3691 | 1.0059 | 1.0029 |
|
| 151 |
+
| No log | 13.3333 | 200 | 0.9844 | 0.3728 | 0.9844 | 0.9921 |
|
| 152 |
+
| No log | 13.4667 | 202 | 0.7151 | 0.4545 | 0.7151 | 0.8456 |
|
| 153 |
+
| No log | 13.6 | 204 | 0.5025 | 0.5815 | 0.5025 | 0.7089 |
|
| 154 |
+
| No log | 13.7333 | 206 | 0.6342 | 0.5293 | 0.6342 | 0.7963 |
|
| 155 |
+
| No log | 13.8667 | 208 | 0.7956 | 0.5232 | 0.7956 | 0.8920 |
|
| 156 |
+
| No log | 14.0 | 210 | 0.7210 | 0.5677 | 0.7210 | 0.8491 |
|
| 157 |
+
| No log | 14.1333 | 212 | 0.5736 | 0.5461 | 0.5736 | 0.7574 |
|
| 158 |
+
| No log | 14.2667 | 214 | 0.5224 | 0.5697 | 0.5224 | 0.7227 |
|
| 159 |
+
| No log | 14.4 | 216 | 0.5452 | 0.5795 | 0.5452 | 0.7384 |
|
| 160 |
+
| No log | 14.5333 | 218 | 0.6227 | 0.5116 | 0.6227 | 0.7891 |
|
| 161 |
+
| No log | 14.6667 | 220 | 0.6412 | 0.4987 | 0.6412 | 0.8008 |
|
| 162 |
+
| No log | 14.8 | 222 | 0.5491 | 0.5736 | 0.5491 | 0.7410 |
|
| 163 |
+
| No log | 14.9333 | 224 | 0.5384 | 0.6007 | 0.5384 | 0.7338 |
|
| 164 |
+
| No log | 15.0667 | 226 | 0.5376 | 0.6210 | 0.5376 | 0.7332 |
|
| 165 |
+
| No log | 15.2 | 228 | 0.5285 | 0.5812 | 0.5285 | 0.7269 |
|
| 166 |
+
| No log | 15.3333 | 230 | 0.5373 | 0.6197 | 0.5373 | 0.7330 |
|
| 167 |
+
| No log | 15.4667 | 232 | 0.6400 | 0.5373 | 0.6400 | 0.8000 |
|
| 168 |
+
| No log | 15.6 | 234 | 0.9180 | 0.4234 | 0.9180 | 0.9581 |
|
| 169 |
+
| No log | 15.7333 | 236 | 1.0136 | 0.4028 | 1.0136 | 1.0068 |
|
| 170 |
+
| No log | 15.8667 | 238 | 0.8045 | 0.4504 | 0.8045 | 0.8969 |
|
| 171 |
+
| No log | 16.0 | 240 | 0.5969 | 0.5058 | 0.5969 | 0.7726 |
|
| 172 |
+
| No log | 16.1333 | 242 | 0.4901 | 0.6171 | 0.4901 | 0.7000 |
|
| 173 |
+
| No log | 16.2667 | 244 | 0.4801 | 0.6359 | 0.4801 | 0.6929 |
|
| 174 |
+
| No log | 16.4 | 246 | 0.4960 | 0.5110 | 0.4960 | 0.7042 |
|
| 175 |
+
| No log | 16.5333 | 248 | 0.6415 | 0.5209 | 0.6415 | 0.8010 |
|
| 176 |
+
| No log | 16.6667 | 250 | 0.6938 | 0.4852 | 0.6938 | 0.8330 |
|
| 177 |
+
| No log | 16.8 | 252 | 0.5606 | 0.5090 | 0.5606 | 0.7487 |
|
| 178 |
+
| No log | 16.9333 | 254 | 0.4679 | 0.6111 | 0.4679 | 0.6840 |
|
| 179 |
+
| No log | 17.0667 | 256 | 0.4747 | 0.5732 | 0.4747 | 0.6890 |
|
| 180 |
+
| No log | 17.2 | 258 | 0.4772 | 0.5584 | 0.4772 | 0.6908 |
|
| 181 |
+
| No log | 17.3333 | 260 | 0.4945 | 0.5397 | 0.4945 | 0.7032 |
|
| 182 |
+
| No log | 17.4667 | 262 | 0.4922 | 0.4991 | 0.4922 | 0.7015 |
|
| 183 |
+
| No log | 17.6 | 264 | 0.5172 | 0.5248 | 0.5172 | 0.7192 |
|
| 184 |
+
| No log | 17.7333 | 266 | 0.5184 | 0.5092 | 0.5184 | 0.7200 |
|
| 185 |
+
| No log | 17.8667 | 268 | 0.5083 | 0.4991 | 0.5083 | 0.7130 |
|
| 186 |
+
| No log | 18.0 | 270 | 0.5364 | 0.5933 | 0.5364 | 0.7324 |
|
| 187 |
+
| No log | 18.1333 | 272 | 0.5511 | 0.5933 | 0.5511 | 0.7424 |
|
| 188 |
+
| No log | 18.2667 | 274 | 0.5167 | 0.4991 | 0.5167 | 0.7188 |
|
| 189 |
+
| No log | 18.4 | 276 | 0.5227 | 0.5397 | 0.5227 | 0.7230 |
|
| 190 |
+
| No log | 18.5333 | 278 | 0.5106 | 0.4878 | 0.5106 | 0.7146 |
|
| 191 |
+
| No log | 18.6667 | 280 | 0.5244 | 0.5533 | 0.5244 | 0.7241 |
|
| 192 |
+
| No log | 18.8 | 282 | 0.6032 | 0.5107 | 0.6032 | 0.7767 |
|
| 193 |
+
| No log | 18.9333 | 284 | 0.5900 | 0.5497 | 0.5900 | 0.7681 |
|
| 194 |
+
| No log | 19.0667 | 286 | 0.5222 | 0.5533 | 0.5222 | 0.7227 |
|
| 195 |
+
| No log | 19.2 | 288 | 0.5101 | 0.4569 | 0.5101 | 0.7142 |
|
| 196 |
+
| No log | 19.3333 | 290 | 0.5694 | 0.5892 | 0.5694 | 0.7546 |
|
| 197 |
+
| No log | 19.4667 | 292 | 0.5685 | 0.5512 | 0.5685 | 0.7540 |
|
| 198 |
+
| No log | 19.6 | 294 | 0.5104 | 0.4990 | 0.5104 | 0.7144 |
|
| 199 |
+
| No log | 19.7333 | 296 | 0.5017 | 0.4953 | 0.5017 | 0.7083 |
|
| 200 |
+
| No log | 19.8667 | 298 | 0.5064 | 0.5593 | 0.5064 | 0.7116 |
|
| 201 |
+
| No log | 20.0 | 300 | 0.5009 | 0.5609 | 0.5009 | 0.7078 |
|
| 202 |
+
| No log | 20.1333 | 302 | 0.4952 | 0.5061 | 0.4952 | 0.7037 |
|
| 203 |
+
| No log | 20.2667 | 304 | 0.5009 | 0.5246 | 0.5009 | 0.7077 |
|
| 204 |
+
| No log | 20.4 | 306 | 0.5104 | 0.5098 | 0.5104 | 0.7144 |
|
| 205 |
+
| No log | 20.5333 | 308 | 0.5294 | 0.5319 | 0.5294 | 0.7276 |
|
| 206 |
+
| No log | 20.6667 | 310 | 0.5550 | 0.5422 | 0.5550 | 0.7450 |
|
| 207 |
+
| No log | 20.8 | 312 | 0.5706 | 0.5422 | 0.5706 | 0.7554 |
|
| 208 |
+
| No log | 20.9333 | 314 | 0.5356 | 0.5495 | 0.5356 | 0.7318 |
|
| 209 |
+
| No log | 21.0667 | 316 | 0.5104 | 0.5057 | 0.5104 | 0.7144 |
|
| 210 |
+
| No log | 21.2 | 318 | 0.5151 | 0.5396 | 0.5151 | 0.7177 |
|
| 211 |
+
| No log | 21.3333 | 320 | 0.5145 | 0.4908 | 0.5145 | 0.7173 |
|
| 212 |
+
| No log | 21.4667 | 322 | 0.5077 | 0.5286 | 0.5077 | 0.7125 |
|
| 213 |
+
| No log | 21.6 | 324 | 0.5048 | 0.5286 | 0.5048 | 0.7105 |
|
| 214 |
+
| No log | 21.7333 | 326 | 0.5028 | 0.5422 | 0.5028 | 0.7091 |
|
| 215 |
+
| No log | 21.8667 | 328 | 0.5003 | 0.5396 | 0.5003 | 0.7073 |
|
| 216 |
+
| No log | 22.0 | 330 | 0.4949 | 0.5379 | 0.4949 | 0.7035 |
|
| 217 |
+
| No log | 22.1333 | 332 | 0.4913 | 0.5414 | 0.4913 | 0.7009 |
|
| 218 |
+
| No log | 22.2667 | 334 | 0.4801 | 0.5171 | 0.4801 | 0.6929 |
|
| 219 |
+
| No log | 22.4 | 336 | 0.4657 | 0.5641 | 0.4657 | 0.6824 |
|
| 220 |
+
| No log | 22.5333 | 338 | 0.4670 | 0.6403 | 0.4670 | 0.6833 |
|
| 221 |
+
| No log | 22.6667 | 340 | 0.4759 | 0.6313 | 0.4759 | 0.6898 |
|
| 222 |
+
| No log | 22.8 | 342 | 0.4657 | 0.5960 | 0.4657 | 0.6824 |
|
| 223 |
+
| No log | 22.9333 | 344 | 0.4702 | 0.4918 | 0.4702 | 0.6857 |
|
| 224 |
+
| No log | 23.0667 | 346 | 0.5037 | 0.5414 | 0.5037 | 0.7097 |
|
| 225 |
+
| No log | 23.2 | 348 | 0.4967 | 0.5414 | 0.4967 | 0.7047 |
|
| 226 |
+
| No log | 23.3333 | 350 | 0.4727 | 0.5171 | 0.4727 | 0.6875 |
|
| 227 |
+
| No log | 23.4667 | 352 | 0.4617 | 0.5475 | 0.4617 | 0.6795 |
|
| 228 |
+
| No log | 23.6 | 354 | 0.4592 | 0.6200 | 0.4592 | 0.6776 |
|
| 229 |
+
| No log | 23.7333 | 356 | 0.4618 | 0.6408 | 0.4618 | 0.6796 |
|
| 230 |
+
| No log | 23.8667 | 358 | 0.4573 | 0.6215 | 0.4573 | 0.6763 |
|
| 231 |
+
| No log | 24.0 | 360 | 0.4670 | 0.5750 | 0.4670 | 0.6834 |
|
| 232 |
+
| No log | 24.1333 | 362 | 0.4859 | 0.6630 | 0.4859 | 0.6971 |
|
| 233 |
+
| No log | 24.2667 | 364 | 0.4936 | 0.6630 | 0.4936 | 0.7026 |
|
| 234 |
+
| No log | 24.4 | 366 | 0.4893 | 0.6630 | 0.4893 | 0.6995 |
|
| 235 |
+
| No log | 24.5333 | 368 | 0.4827 | 0.5373 | 0.4827 | 0.6948 |
|
| 236 |
+
| No log | 24.6667 | 370 | 0.4934 | 0.5028 | 0.4934 | 0.7024 |
|
| 237 |
+
| No log | 24.8 | 372 | 0.4977 | 0.5028 | 0.4977 | 0.7055 |
|
| 238 |
+
| No log | 24.9333 | 374 | 0.4952 | 0.5321 | 0.4952 | 0.7037 |
|
| 239 |
+
| No log | 25.0667 | 376 | 0.4903 | 0.5815 | 0.4903 | 0.7002 |
|
| 240 |
+
| No log | 25.2 | 378 | 0.4905 | 0.5831 | 0.4905 | 0.7003 |
|
| 241 |
+
| No log | 25.3333 | 380 | 0.5274 | 0.5422 | 0.5274 | 0.7262 |
|
| 242 |
+
| No log | 25.4667 | 382 | 0.6007 | 0.5721 | 0.6007 | 0.7750 |
|
| 243 |
+
| No log | 25.6 | 384 | 0.5925 | 0.5584 | 0.5925 | 0.7697 |
|
| 244 |
+
| No log | 25.7333 | 386 | 0.5397 | 0.5422 | 0.5397 | 0.7347 |
|
| 245 |
+
| No log | 25.8667 | 388 | 0.5102 | 0.4953 | 0.5102 | 0.7143 |
|
| 246 |
+
| No log | 26.0 | 390 | 0.5351 | 0.5934 | 0.5351 | 0.7315 |
|
| 247 |
+
| No log | 26.1333 | 392 | 0.5464 | 0.5920 | 0.5464 | 0.7392 |
|
| 248 |
+
| No log | 26.2667 | 394 | 0.5187 | 0.4828 | 0.5187 | 0.7202 |
|
| 249 |
+
| No log | 26.4 | 396 | 0.5166 | 0.4724 | 0.5166 | 0.7187 |
|
| 250 |
+
| No log | 26.5333 | 398 | 0.5329 | 0.4782 | 0.5329 | 0.7300 |
|
| 251 |
+
| No log | 26.6667 | 400 | 0.5404 | 0.5028 | 0.5404 | 0.7351 |
|
| 252 |
+
| No log | 26.8 | 402 | 0.5317 | 0.4782 | 0.5317 | 0.7292 |
|
| 253 |
+
| No log | 26.9333 | 404 | 0.5172 | 0.4782 | 0.5172 | 0.7192 |
|
| 254 |
+
| No log | 27.0667 | 406 | 0.5097 | 0.5522 | 0.5097 | 0.7139 |
|
| 255 |
+
| No log | 27.2 | 408 | 0.5080 | 0.5373 | 0.5080 | 0.7128 |
|
| 256 |
+
| No log | 27.3333 | 410 | 0.5047 | 0.5373 | 0.5047 | 0.7104 |
|
| 257 |
+
| No log | 27.4667 | 412 | 0.4978 | 0.5373 | 0.4978 | 0.7055 |
|
| 258 |
+
| No log | 27.6 | 414 | 0.4894 | 0.5373 | 0.4894 | 0.6996 |
|
| 259 |
+
| No log | 27.7333 | 416 | 0.4940 | 0.5596 | 0.4940 | 0.7028 |
|
| 260 |
+
| No log | 27.8667 | 418 | 0.5228 | 0.6127 | 0.5228 | 0.7230 |
|
| 261 |
+
| No log | 28.0 | 420 | 0.5166 | 0.6143 | 0.5166 | 0.7187 |
|
| 262 |
+
| No log | 28.1333 | 422 | 0.4995 | 0.6210 | 0.4995 | 0.7067 |
|
| 263 |
+
| No log | 28.2667 | 424 | 0.4956 | 0.5756 | 0.4956 | 0.7040 |
|
| 264 |
+
| No log | 28.4 | 426 | 0.4914 | 0.6198 | 0.4914 | 0.7010 |
|
| 265 |
+
| No log | 28.5333 | 428 | 0.4849 | 0.5405 | 0.4849 | 0.6963 |
|
| 266 |
+
| No log | 28.6667 | 430 | 0.4817 | 0.5373 | 0.4817 | 0.6941 |
|
| 267 |
+
| No log | 28.8 | 432 | 0.4826 | 0.5143 | 0.4826 | 0.6947 |
|
| 268 |
+
| No log | 28.9333 | 434 | 0.4786 | 0.5379 | 0.4786 | 0.6918 |
|
| 269 |
+
| No log | 29.0667 | 436 | 0.4891 | 0.5671 | 0.4891 | 0.6994 |
|
| 270 |
+
| No log | 29.2 | 438 | 0.5071 | 0.5655 | 0.5071 | 0.7121 |
|
| 271 |
+
| No log | 29.3333 | 440 | 0.5046 | 0.5141 | 0.5046 | 0.7104 |
|
| 272 |
+
| No log | 29.4667 | 442 | 0.5057 | 0.5232 | 0.5057 | 0.7111 |
|
| 273 |
+
| No log | 29.6 | 444 | 0.5108 | 0.5600 | 0.5108 | 0.7147 |
|
| 274 |
+
| No log | 29.7333 | 446 | 0.5404 | 0.4960 | 0.5404 | 0.7351 |
|
| 275 |
+
| No log | 29.8667 | 448 | 0.5504 | 0.5195 | 0.5504 | 0.7419 |
|
| 276 |
+
| No log | 30.0 | 450 | 0.5255 | 0.4970 | 0.5255 | 0.7249 |
|
| 277 |
+
| No log | 30.1333 | 452 | 0.5399 | 0.4984 | 0.5399 | 0.7348 |
|
| 278 |
+
| No log | 30.2667 | 454 | 0.5553 | 0.5016 | 0.5553 | 0.7452 |
|
| 279 |
+
| No log | 30.4 | 456 | 0.5330 | 0.5485 | 0.5330 | 0.7301 |
|
| 280 |
+
| No log | 30.5333 | 458 | 0.5226 | 0.4908 | 0.5226 | 0.7229 |
|
| 281 |
+
| No log | 30.6667 | 460 | 0.5211 | 0.5485 | 0.5211 | 0.7219 |
|
| 282 |
+
| No log | 30.8 | 462 | 0.5159 | 0.5101 | 0.5159 | 0.7183 |
|
| 283 |
+
| No log | 30.9333 | 464 | 0.5141 | 0.5203 | 0.5141 | 0.7170 |
|
| 284 |
+
| No log | 31.0667 | 466 | 0.5344 | 0.4262 | 0.5344 | 0.7310 |
|
| 285 |
+
| No log | 31.2 | 468 | 0.5717 | 0.5352 | 0.5717 | 0.7561 |
|
| 286 |
+
| No log | 31.3333 | 470 | 0.5621 | 0.4717 | 0.5621 | 0.7497 |
|
| 287 |
+
| No log | 31.4667 | 472 | 0.5328 | 0.5114 | 0.5328 | 0.7300 |
|
| 288 |
+
| No log | 31.6 | 474 | 0.5613 | 0.5692 | 0.5613 | 0.7492 |
|
| 289 |
+
| No log | 31.7333 | 476 | 0.5804 | 0.5726 | 0.5804 | 0.7619 |
|
| 290 |
+
| No log | 31.8667 | 478 | 0.5503 | 0.6067 | 0.5503 | 0.7418 |
|
| 291 |
+
| No log | 32.0 | 480 | 0.5244 | 0.4929 | 0.5244 | 0.7242 |
|
| 292 |
+
| No log | 32.1333 | 482 | 0.5264 | 0.4613 | 0.5264 | 0.7255 |
|
| 293 |
+
| No log | 32.2667 | 484 | 0.5234 | 0.4613 | 0.5234 | 0.7234 |
|
| 294 |
+
| No log | 32.4 | 486 | 0.5209 | 0.4929 | 0.5209 | 0.7217 |
|
| 295 |
+
| No log | 32.5333 | 488 | 0.5269 | 0.5003 | 0.5269 | 0.7259 |
|
| 296 |
+
| No log | 32.6667 | 490 | 0.5304 | 0.5404 | 0.5304 | 0.7283 |
|
| 297 |
+
| No log | 32.8 | 492 | 0.5299 | 0.5404 | 0.5299 | 0.7280 |
|
| 298 |
+
| No log | 32.9333 | 494 | 0.5202 | 0.5189 | 0.5202 | 0.7212 |
|
| 299 |
+
| No log | 33.0667 | 496 | 0.5181 | 0.5267 | 0.5181 | 0.7198 |
|
| 300 |
+
| No log | 33.2 | 498 | 0.5215 | 0.5003 | 0.5215 | 0.7221 |
|
| 301 |
+
| 0.26 | 33.3333 | 500 | 0.5194 | 0.5003 | 0.5194 | 0.7207 |
|
| 302 |
+
| 0.26 | 33.4667 | 502 | 0.5194 | 0.5003 | 0.5194 | 0.7207 |
|
| 303 |
+
| 0.26 | 33.6 | 504 | 0.5173 | 0.5203 | 0.5173 | 0.7192 |
|
| 304 |
+
| 0.26 | 33.7333 | 506 | 0.5157 | 0.4585 | 0.5157 | 0.7182 |
|
| 305 |
+
| 0.26 | 33.8667 | 508 | 0.5084 | 0.5122 | 0.5084 | 0.7131 |
|
| 306 |
+
| 0.26 | 34.0 | 510 | 0.5099 | 0.5550 | 0.5099 | 0.7141 |
|
| 307 |
+
| 0.26 | 34.1333 | 512 | 0.5278 | 0.5845 | 0.5278 | 0.7265 |
|
| 308 |
+
| 0.26 | 34.2667 | 514 | 0.5298 | 0.5845 | 0.5298 | 0.7279 |
|
| 309 |
+
| 0.26 | 34.4 | 516 | 0.5144 | 0.5543 | 0.5144 | 0.7172 |
|
| 310 |
+
| 0.26 | 34.5333 | 518 | 0.5177 | 0.5867 | 0.5177 | 0.7195 |
|
| 311 |
+
| 0.26 | 34.6667 | 520 | 0.5444 | 0.5779 | 0.5444 | 0.7378 |
|
| 312 |
+
| 0.26 | 34.8 | 522 | 0.5492 | 0.5779 | 0.5492 | 0.7411 |
|
| 313 |
+
| 0.26 | 34.9333 | 524 | 0.5209 | 0.4960 | 0.5209 | 0.7217 |
|
| 314 |
+
| 0.26 | 35.0667 | 526 | 0.4928 | 0.5227 | 0.4928 | 0.7020 |
|
| 315 |
+
| 0.26 | 35.2 | 528 | 0.4930 | 0.4970 | 0.4930 | 0.7021 |
|
| 316 |
+
| 0.26 | 35.3333 | 530 | 0.4961 | 0.5042 | 0.4961 | 0.7043 |
|
| 317 |
+
| 0.26 | 35.4667 | 532 | 0.4997 | 0.5042 | 0.4997 | 0.7069 |
|
| 318 |
+
| 0.26 | 35.6 | 534 | 0.5149 | 0.5028 | 0.5149 | 0.7176 |
|
| 319 |
+
| 0.26 | 35.7333 | 536 | 0.5392 | 0.4737 | 0.5392 | 0.7343 |
|
| 320 |
+
| 0.26 | 35.8667 | 538 | 0.5593 | 0.5144 | 0.5593 | 0.7479 |
|
| 321 |
+
| 0.26 | 36.0 | 540 | 0.5422 | 0.4802 | 0.5422 | 0.7363 |
|
| 322 |
+
| 0.26 | 36.1333 | 542 | 0.5171 | 0.4384 | 0.5171 | 0.7191 |
|
| 323 |
+
| 0.26 | 36.2667 | 544 | 0.5049 | 0.4970 | 0.5049 | 0.7105 |
|
| 324 |
+
| 0.26 | 36.4 | 546 | 0.5182 | 0.5715 | 0.5182 | 0.7199 |
|
| 325 |
+
| 0.26 | 36.5333 | 548 | 0.5469 | 0.5770 | 0.5469 | 0.7395 |
|
| 326 |
+
| 0.26 | 36.6667 | 550 | 0.5521 | 0.5712 | 0.5521 | 0.7430 |
|
| 327 |
+
| 0.26 | 36.8 | 552 | 0.5369 | 0.5726 | 0.5369 | 0.7327 |
|
| 328 |
+
| 0.26 | 36.9333 | 554 | 0.5281 | 0.5543 | 0.5281 | 0.7267 |
|
| 329 |
+
| 0.26 | 37.0667 | 556 | 0.5176 | 0.5609 | 0.5176 | 0.7195 |
|
| 330 |
+
| 0.26 | 37.2 | 558 | 0.5192 | 0.4757 | 0.5192 | 0.7205 |
|
| 331 |
+
| 0.26 | 37.3333 | 560 | 0.5223 | 0.5217 | 0.5223 | 0.7227 |
|
| 332 |
+
| 0.26 | 37.4667 | 562 | 0.5143 | 0.4615 | 0.5143 | 0.7171 |
|
| 333 |
+
| 0.26 | 37.6 | 564 | 0.5080 | 0.4364 | 0.5080 | 0.7127 |
|
| 334 |
+
| 0.26 | 37.7333 | 566 | 0.5047 | 0.5143 | 0.5047 | 0.7104 |
|
| 335 |
+
| 0.26 | 37.8667 | 568 | 0.5062 | 0.5436 | 0.5062 | 0.7115 |
|
| 336 |
+
| 0.26 | 38.0 | 570 | 0.5120 | 0.5319 | 0.5120 | 0.7155 |
|
| 337 |
+
| 0.26 | 38.1333 | 572 | 0.5288 | 0.5538 | 0.5288 | 0.7272 |
|
| 338 |
+
| 0.26 | 38.2667 | 574 | 0.5630 | 0.5855 | 0.5630 | 0.7503 |
|
| 339 |
+
| 0.26 | 38.4 | 576 | 0.5553 | 0.5855 | 0.5553 | 0.7452 |
|
| 340 |
+
| 0.26 | 38.5333 | 578 | 0.5307 | 0.5266 | 0.5307 | 0.7285 |
|
| 341 |
+
| 0.26 | 38.6667 | 580 | 0.5247 | 0.5266 | 0.5247 | 0.7244 |
|
| 342 |
+
| 0.26 | 38.8 | 582 | 0.5013 | 0.4527 | 0.5013 | 0.7080 |
|
| 343 |
+
| 0.26 | 38.9333 | 584 | 0.4965 | 0.5386 | 0.4965 | 0.7046 |
|
| 344 |
+
| 0.26 | 39.0667 | 586 | 0.4951 | 0.5361 | 0.4951 | 0.7036 |
|
| 345 |
+
| 0.26 | 39.2 | 588 | 0.4955 | 0.5440 | 0.4955 | 0.7039 |
|
| 346 |
+
| 0.26 | 39.3333 | 590 | 0.4982 | 0.5422 | 0.4982 | 0.7058 |
|
| 347 |
+
| 0.26 | 39.4667 | 592 | 0.5083 | 0.5404 | 0.5083 | 0.7130 |
|
| 348 |
+
| 0.26 | 39.6 | 594 | 0.5138 | 0.4984 | 0.5138 | 0.7168 |
|
| 349 |
+
| 0.26 | 39.7333 | 596 | 0.5060 | 0.5267 | 0.5060 | 0.7114 |
|
| 350 |
+
| 0.26 | 39.8667 | 598 | 0.5093 | 0.4829 | 0.5093 | 0.7136 |
|
| 351 |
+
| 0.26 | 40.0 | 600 | 0.5133 | 0.4829 | 0.5133 | 0.7165 |
|
| 352 |
+
| 0.26 | 40.1333 | 602 | 0.5138 | 0.5079 | 0.5138 | 0.7168 |
|
| 353 |
+
| 0.26 | 40.2667 | 604 | 0.5108 | 0.5079 | 0.5108 | 0.7147 |
|
| 354 |
+
| 0.26 | 40.4 | 606 | 0.5022 | 0.5475 | 0.5022 | 0.7087 |
|
| 355 |
+
| 0.26 | 40.5333 | 608 | 0.4960 | 0.5539 | 0.4960 | 0.7043 |
|
| 356 |
+
| 0.26 | 40.6667 | 610 | 0.4988 | 0.5472 | 0.4988 | 0.7062 |
|
| 357 |
+
| 0.26 | 40.8 | 612 | 0.4983 | 0.5472 | 0.4983 | 0.7059 |
|
| 358 |
+
| 0.26 | 40.9333 | 614 | 0.4941 | 0.5250 | 0.4941 | 0.7029 |
|
| 359 |
+
| 0.26 | 41.0667 | 616 | 0.4911 | 0.5600 | 0.4911 | 0.7008 |
|
| 360 |
+
| 0.26 | 41.2 | 618 | 0.4939 | 0.5143 | 0.4939 | 0.7028 |
|
| 361 |
+
| 0.26 | 41.3333 | 620 | 0.5056 | 0.4615 | 0.5056 | 0.7111 |
|
| 362 |
+
| 0.26 | 41.4667 | 622 | 0.5119 | 0.4527 | 0.5119 | 0.7155 |
|
| 363 |
+
| 0.26 | 41.6 | 624 | 0.5085 | 0.4527 | 0.5085 | 0.7131 |
|
| 364 |
+
| 0.26 | 41.7333 | 626 | 0.4998 | 0.4615 | 0.4998 | 0.7069 |
|
| 365 |
+
| 0.26 | 41.8667 | 628 | 0.4945 | 0.5765 | 0.4945 | 0.7032 |
|
| 366 |
+
| 0.26 | 42.0 | 630 | 0.4926 | 0.5765 | 0.4926 | 0.7019 |
|
| 367 |
+
| 0.26 | 42.1333 | 632 | 0.4923 | 0.5143 | 0.4923 | 0.7017 |
|
| 368 |
+
| 0.26 | 42.2667 | 634 | 0.4900 | 0.4615 | 0.4900 | 0.7000 |
|
| 369 |
+
| 0.26 | 42.4 | 636 | 0.4870 | 0.4615 | 0.4870 | 0.6979 |
|
| 370 |
+
| 0.26 | 42.5333 | 638 | 0.4821 | 0.4615 | 0.4821 | 0.6943 |
|
| 371 |
+
| 0.26 | 42.6667 | 640 | 0.4801 | 0.4990 | 0.4801 | 0.6929 |
|
| 372 |
+
| 0.26 | 42.8 | 642 | 0.4819 | 0.5681 | 0.4819 | 0.6942 |
|
| 373 |
+
| 0.26 | 42.9333 | 644 | 0.4922 | 0.5267 | 0.4922 | 0.7015 |
|
| 374 |
+
| 0.26 | 43.0667 | 646 | 0.4928 | 0.5267 | 0.4928 | 0.7020 |
|
| 375 |
+
| 0.26 | 43.2 | 648 | 0.4908 | 0.4949 | 0.4908 | 0.7005 |
|
| 376 |
+
| 0.26 | 43.3333 | 650 | 0.4895 | 0.4970 | 0.4895 | 0.6996 |
|
| 377 |
+
| 0.26 | 43.4667 | 652 | 0.4894 | 0.4829 | 0.4894 | 0.6996 |
|
| 378 |
+
| 0.26 | 43.6 | 654 | 0.5182 | 0.4329 | 0.5182 | 0.7198 |
|
| 379 |
+
| 0.26 | 43.7333 | 656 | 0.5893 | 0.5065 | 0.5893 | 0.7676 |
|
| 380 |
+
| 0.26 | 43.8667 | 658 | 0.6159 | 0.5363 | 0.6159 | 0.7848 |
|
| 381 |
+
| 0.26 | 44.0 | 660 | 0.5979 | 0.4922 | 0.5979 | 0.7733 |
|
| 382 |
+
| 0.26 | 44.1333 | 662 | 0.5320 | 0.4083 | 0.5320 | 0.7294 |
|
| 383 |
+
| 0.26 | 44.2667 | 664 | 0.4981 | 0.4494 | 0.4981 | 0.7057 |
|
| 384 |
+
| 0.26 | 44.4 | 666 | 0.5015 | 0.4752 | 0.5015 | 0.7081 |
|
| 385 |
+
| 0.26 | 44.5333 | 668 | 0.5183 | 0.4468 | 0.5183 | 0.7199 |
|
| 386 |
+
|
| 387 |
+
|
| 388 |
+
### Framework versions
|
| 389 |
+
|
| 390 |
+
- Transformers 4.44.2
|
| 391 |
+
- Pytorch 2.4.0+cu118
|
| 392 |
+
- Datasets 2.21.0
|
| 393 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
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|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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:e35d28270eb076bbf69b70526e09f9d4c95853050ce5cddd7f57f72e0e756b8e
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3b54610576885512758893646006470cff61be11e01f3fd1d8f22652a087184f
|
| 3 |
+
size 5304
|