Training in progress, step 500
Browse files- README.md +446 -0
- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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| 1 |
+
---
|
| 2 |
+
library_name: transformers
|
| 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:
|
| 7 |
+
- name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_task1_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 |
+
|
| 14 |
+
# ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_task1_organization
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| 15 |
+
|
| 16 |
+
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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| 17 |
+
It achieves the following results on the evaluation set:
|
| 18 |
+
- Loss: 0.6667
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| 19 |
+
- Qwk: 0.7439
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| 20 |
+
- Mse: 0.6667
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| 21 |
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- Rmse: 0.8165
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| 22 |
+
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| 23 |
+
## 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 |
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## Intended uses & limitations
|
| 28 |
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| 29 |
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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
|
| 36 |
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| 37 |
+
### Training hyperparameters
|
| 38 |
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| 39 |
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The following hyperparameters were used during training:
|
| 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 |
+
- seed: 42
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| 44 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 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
|
| 49 |
+
|
| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.0952 | 2 | 7.1537 | 0.0057 | 7.1537 | 2.6746 |
|
| 53 |
+
| No log | 0.1905 | 4 | 5.0218 | 0.0282 | 5.0218 | 2.2409 |
|
| 54 |
+
| No log | 0.2857 | 6 | 4.2386 | -0.0392 | 4.2386 | 2.0588 |
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| 55 |
+
| No log | 0.3810 | 8 | 3.1614 | -0.0120 | 3.1614 | 1.7780 |
|
| 56 |
+
| No log | 0.4762 | 10 | 2.3180 | 0.0420 | 2.3180 | 1.5225 |
|
| 57 |
+
| No log | 0.5714 | 12 | 2.0018 | 0.1301 | 2.0018 | 1.4149 |
|
| 58 |
+
| No log | 0.6667 | 14 | 1.9208 | 0.2034 | 1.9208 | 1.3859 |
|
| 59 |
+
| No log | 0.7619 | 16 | 1.8993 | 0.2069 | 1.8993 | 1.3781 |
|
| 60 |
+
| No log | 0.8571 | 18 | 2.0023 | 0.1639 | 2.0023 | 1.4150 |
|
| 61 |
+
| No log | 0.9524 | 20 | 1.6350 | 0.25 | 1.6350 | 1.2787 |
|
| 62 |
+
| No log | 1.0476 | 22 | 1.4618 | 0.2832 | 1.4618 | 1.2091 |
|
| 63 |
+
| No log | 1.1429 | 24 | 1.5942 | 0.352 | 1.5942 | 1.2626 |
|
| 64 |
+
| No log | 1.2381 | 26 | 1.6157 | 0.3566 | 1.6157 | 1.2711 |
|
| 65 |
+
| No log | 1.3333 | 28 | 1.4315 | 0.3937 | 1.4315 | 1.1964 |
|
| 66 |
+
| No log | 1.4286 | 30 | 1.3395 | 0.4333 | 1.3395 | 1.1574 |
|
| 67 |
+
| No log | 1.5238 | 32 | 1.2665 | 0.3966 | 1.2665 | 1.1254 |
|
| 68 |
+
| No log | 1.6190 | 34 | 1.2799 | 0.4444 | 1.2799 | 1.1313 |
|
| 69 |
+
| No log | 1.7143 | 36 | 1.4534 | 0.3333 | 1.4534 | 1.2056 |
|
| 70 |
+
| No log | 1.8095 | 38 | 1.7353 | 0.3692 | 1.7353 | 1.3173 |
|
| 71 |
+
| No log | 1.9048 | 40 | 1.5947 | 0.3471 | 1.5947 | 1.2628 |
|
| 72 |
+
| No log | 2.0 | 42 | 1.5317 | 0.4202 | 1.5317 | 1.2376 |
|
| 73 |
+
| No log | 2.0952 | 44 | 1.3188 | 0.4370 | 1.3188 | 1.1484 |
|
| 74 |
+
| No log | 2.1905 | 46 | 1.4449 | 0.5109 | 1.4449 | 1.2021 |
|
| 75 |
+
| No log | 2.2857 | 48 | 1.9057 | 0.3392 | 1.9057 | 1.3805 |
|
| 76 |
+
| No log | 2.3810 | 50 | 2.8705 | 0.2981 | 2.8705 | 1.6943 |
|
| 77 |
+
| No log | 2.4762 | 52 | 2.6141 | 0.3235 | 2.6141 | 1.6168 |
|
| 78 |
+
| No log | 2.5714 | 54 | 1.4420 | 0.5814 | 1.4420 | 1.2008 |
|
| 79 |
+
| No log | 2.6667 | 56 | 0.7218 | 0.6853 | 0.7218 | 0.8496 |
|
| 80 |
+
| No log | 2.7619 | 58 | 0.9154 | 0.6853 | 0.9154 | 0.9568 |
|
| 81 |
+
| No log | 2.8571 | 60 | 0.8740 | 0.6944 | 0.8740 | 0.9349 |
|
| 82 |
+
| No log | 2.9524 | 62 | 0.6576 | 0.7763 | 0.6576 | 0.8109 |
|
| 83 |
+
| No log | 3.0476 | 64 | 0.7991 | 0.6897 | 0.7991 | 0.8939 |
|
| 84 |
+
| No log | 3.1429 | 66 | 0.7600 | 0.7211 | 0.7600 | 0.8718 |
|
| 85 |
+
| No log | 3.2381 | 68 | 0.7789 | 0.6986 | 0.7789 | 0.8826 |
|
| 86 |
+
| No log | 3.3333 | 70 | 0.8694 | 0.6475 | 0.8694 | 0.9324 |
|
| 87 |
+
| No log | 3.4286 | 72 | 0.8120 | 0.7123 | 0.8120 | 0.9011 |
|
| 88 |
+
| No log | 3.5238 | 74 | 0.8409 | 0.625 | 0.8409 | 0.9170 |
|
| 89 |
+
| No log | 3.6190 | 76 | 0.8160 | 0.6711 | 0.8160 | 0.9033 |
|
| 90 |
+
| No log | 3.7143 | 78 | 0.7353 | 0.75 | 0.7353 | 0.8575 |
|
| 91 |
+
| No log | 3.8095 | 80 | 0.6752 | 0.7451 | 0.6752 | 0.8217 |
|
| 92 |
+
| No log | 3.9048 | 82 | 0.6846 | 0.7632 | 0.6846 | 0.8274 |
|
| 93 |
+
| No log | 4.0 | 84 | 0.6272 | 0.7682 | 0.6272 | 0.7919 |
|
| 94 |
+
| No log | 4.0952 | 86 | 0.6470 | 0.7516 | 0.6470 | 0.8044 |
|
| 95 |
+
| No log | 4.1905 | 88 | 0.6595 | 0.7451 | 0.6595 | 0.8121 |
|
| 96 |
+
| No log | 4.2857 | 90 | 0.5851 | 0.7355 | 0.5851 | 0.7649 |
|
| 97 |
+
| No log | 4.3810 | 92 | 0.5458 | 0.8125 | 0.5458 | 0.7388 |
|
| 98 |
+
| No log | 4.4762 | 94 | 0.5492 | 0.7547 | 0.5492 | 0.7411 |
|
| 99 |
+
| No log | 4.5714 | 96 | 0.5198 | 0.8242 | 0.5198 | 0.7210 |
|
| 100 |
+
| No log | 4.6667 | 98 | 0.5134 | 0.8171 | 0.5134 | 0.7165 |
|
| 101 |
+
| No log | 4.7619 | 100 | 0.5244 | 0.8075 | 0.5244 | 0.7242 |
|
| 102 |
+
| No log | 4.8571 | 102 | 0.5962 | 0.7595 | 0.5962 | 0.7722 |
|
| 103 |
+
| No log | 4.9524 | 104 | 0.8031 | 0.6933 | 0.8031 | 0.8962 |
|
| 104 |
+
| No log | 5.0476 | 106 | 0.7307 | 0.6928 | 0.7307 | 0.8548 |
|
| 105 |
+
| No log | 5.1429 | 108 | 0.5437 | 0.8171 | 0.5437 | 0.7374 |
|
| 106 |
+
| No log | 5.2381 | 110 | 0.7166 | 0.7953 | 0.7166 | 0.8465 |
|
| 107 |
+
| No log | 5.3333 | 112 | 0.9137 | 0.7374 | 0.9137 | 0.9559 |
|
| 108 |
+
| No log | 5.4286 | 114 | 0.8307 | 0.7607 | 0.8307 | 0.9114 |
|
| 109 |
+
| No log | 5.5238 | 116 | 0.7093 | 0.7590 | 0.7093 | 0.8422 |
|
| 110 |
+
| No log | 5.6190 | 118 | 0.7038 | 0.7484 | 0.7038 | 0.8389 |
|
| 111 |
+
| No log | 5.7143 | 120 | 0.7171 | 0.7179 | 0.7171 | 0.8468 |
|
| 112 |
+
| No log | 5.8095 | 122 | 0.7236 | 0.75 | 0.7236 | 0.8506 |
|
| 113 |
+
| No log | 5.9048 | 124 | 0.6835 | 0.7692 | 0.6835 | 0.8267 |
|
| 114 |
+
| No log | 6.0 | 126 | 0.5952 | 0.7561 | 0.5952 | 0.7715 |
|
| 115 |
+
| No log | 6.0952 | 128 | 0.6341 | 0.7692 | 0.6341 | 0.7963 |
|
| 116 |
+
| No log | 6.1905 | 130 | 0.5958 | 0.7904 | 0.5958 | 0.7719 |
|
| 117 |
+
| No log | 6.2857 | 132 | 0.5345 | 0.7799 | 0.5345 | 0.7311 |
|
| 118 |
+
| No log | 6.3810 | 134 | 0.5345 | 0.7898 | 0.5345 | 0.7311 |
|
| 119 |
+
| No log | 6.4762 | 136 | 0.5812 | 0.7347 | 0.5812 | 0.7624 |
|
| 120 |
+
| No log | 6.5714 | 138 | 0.5740 | 0.7432 | 0.5740 | 0.7576 |
|
| 121 |
+
| No log | 6.6667 | 140 | 0.5244 | 0.8050 | 0.5244 | 0.7241 |
|
| 122 |
+
| No log | 6.7619 | 142 | 0.5083 | 0.8101 | 0.5083 | 0.7129 |
|
| 123 |
+
| No log | 6.8571 | 144 | 0.5138 | 0.8025 | 0.5138 | 0.7168 |
|
| 124 |
+
| No log | 6.9524 | 146 | 0.4947 | 0.8025 | 0.4947 | 0.7034 |
|
| 125 |
+
| No log | 7.0476 | 148 | 0.4795 | 0.8025 | 0.4795 | 0.6924 |
|
| 126 |
+
| No log | 7.1429 | 150 | 0.4901 | 0.8077 | 0.4901 | 0.7001 |
|
| 127 |
+
| No log | 7.2381 | 152 | 0.6372 | 0.8144 | 0.6372 | 0.7982 |
|
| 128 |
+
| No log | 7.3333 | 154 | 0.6045 | 0.8 | 0.6045 | 0.7775 |
|
| 129 |
+
| No log | 7.4286 | 156 | 0.4900 | 0.8054 | 0.4900 | 0.7000 |
|
| 130 |
+
| No log | 7.5238 | 158 | 0.6511 | 0.7260 | 0.6511 | 0.8069 |
|
| 131 |
+
| No log | 7.6190 | 160 | 0.7458 | 0.6986 | 0.7458 | 0.8636 |
|
| 132 |
+
| No log | 7.7143 | 162 | 0.6222 | 0.7417 | 0.6222 | 0.7888 |
|
| 133 |
+
| No log | 7.8095 | 164 | 0.4743 | 0.8025 | 0.4743 | 0.6887 |
|
| 134 |
+
| No log | 7.9048 | 166 | 0.4924 | 0.8176 | 0.4924 | 0.7017 |
|
| 135 |
+
| No log | 8.0 | 168 | 0.5262 | 0.7922 | 0.5262 | 0.7254 |
|
| 136 |
+
| No log | 8.0952 | 170 | 0.6486 | 0.7297 | 0.6486 | 0.8054 |
|
| 137 |
+
| No log | 8.1905 | 172 | 0.7067 | 0.7222 | 0.7067 | 0.8407 |
|
| 138 |
+
| No log | 8.2857 | 174 | 0.6478 | 0.7273 | 0.6478 | 0.8049 |
|
| 139 |
+
| No log | 8.3810 | 176 | 0.6446 | 0.7619 | 0.6446 | 0.8029 |
|
| 140 |
+
| No log | 8.4762 | 178 | 0.6302 | 0.7483 | 0.6302 | 0.7938 |
|
| 141 |
+
| No log | 8.5714 | 180 | 0.6137 | 0.7662 | 0.6137 | 0.7834 |
|
| 142 |
+
| No log | 8.6667 | 182 | 0.7511 | 0.7702 | 0.7511 | 0.8667 |
|
| 143 |
+
| No log | 8.7619 | 184 | 0.7319 | 0.775 | 0.7319 | 0.8555 |
|
| 144 |
+
| No log | 8.8571 | 186 | 0.6804 | 0.7722 | 0.6804 | 0.8249 |
|
| 145 |
+
| No log | 8.9524 | 188 | 0.6523 | 0.7383 | 0.6523 | 0.8077 |
|
| 146 |
+
| No log | 9.0476 | 190 | 0.7013 | 0.7172 | 0.7013 | 0.8374 |
|
| 147 |
+
| No log | 9.1429 | 192 | 0.7420 | 0.6667 | 0.7420 | 0.8614 |
|
| 148 |
+
| No log | 9.2381 | 194 | 0.7323 | 0.7211 | 0.7323 | 0.8557 |
|
| 149 |
+
| No log | 9.3333 | 196 | 0.7109 | 0.7248 | 0.7109 | 0.8431 |
|
| 150 |
+
| No log | 9.4286 | 198 | 0.6533 | 0.7484 | 0.6533 | 0.8083 |
|
| 151 |
+
| No log | 9.5238 | 200 | 0.6153 | 0.7468 | 0.6153 | 0.7844 |
|
| 152 |
+
| No log | 9.6190 | 202 | 0.5800 | 0.7836 | 0.5800 | 0.7616 |
|
| 153 |
+
| No log | 9.7143 | 204 | 0.5829 | 0.8 | 0.5829 | 0.7635 |
|
| 154 |
+
| No log | 9.8095 | 206 | 0.7030 | 0.7907 | 0.7030 | 0.8385 |
|
| 155 |
+
| No log | 9.9048 | 208 | 0.7098 | 0.8023 | 0.7098 | 0.8425 |
|
| 156 |
+
| No log | 10.0 | 210 | 0.5885 | 0.7927 | 0.5885 | 0.7671 |
|
| 157 |
+
| No log | 10.0952 | 212 | 0.5877 | 0.7703 | 0.5877 | 0.7666 |
|
| 158 |
+
| No log | 10.1905 | 214 | 0.7088 | 0.75 | 0.7088 | 0.8419 |
|
| 159 |
+
| No log | 10.2857 | 216 | 0.7038 | 0.7183 | 0.7038 | 0.8389 |
|
| 160 |
+
| No log | 10.3810 | 218 | 0.7778 | 0.6857 | 0.7778 | 0.8819 |
|
| 161 |
+
| No log | 10.4762 | 220 | 0.8853 | 0.6667 | 0.8853 | 0.9409 |
|
| 162 |
+
| No log | 10.5714 | 222 | 0.8510 | 0.6761 | 0.8510 | 0.9225 |
|
| 163 |
+
| No log | 10.6667 | 224 | 0.7228 | 0.7034 | 0.7228 | 0.8502 |
|
| 164 |
+
| No log | 10.7619 | 226 | 0.6843 | 0.7432 | 0.6843 | 0.8272 |
|
| 165 |
+
| No log | 10.8571 | 228 | 0.6889 | 0.7333 | 0.6889 | 0.8300 |
|
| 166 |
+
| No log | 10.9524 | 230 | 0.6709 | 0.7383 | 0.6709 | 0.8191 |
|
| 167 |
+
| No log | 11.0476 | 232 | 0.6991 | 0.7123 | 0.6991 | 0.8361 |
|
| 168 |
+
| No log | 11.1429 | 234 | 0.7761 | 0.72 | 0.7761 | 0.8809 |
|
| 169 |
+
| No log | 11.2381 | 236 | 0.7767 | 0.7248 | 0.7767 | 0.8813 |
|
| 170 |
+
| No log | 11.3333 | 238 | 0.7047 | 0.75 | 0.7047 | 0.8395 |
|
| 171 |
+
| No log | 11.4286 | 240 | 0.6672 | 0.7682 | 0.6672 | 0.8168 |
|
| 172 |
+
| No log | 11.5238 | 242 | 0.6796 | 0.7632 | 0.6796 | 0.8244 |
|
| 173 |
+
| No log | 11.6190 | 244 | 0.6528 | 0.7550 | 0.6528 | 0.8079 |
|
| 174 |
+
| No log | 11.7143 | 246 | 0.6288 | 0.7692 | 0.6288 | 0.7929 |
|
| 175 |
+
| No log | 11.8095 | 248 | 0.6194 | 0.7831 | 0.6194 | 0.7870 |
|
| 176 |
+
| No log | 11.9048 | 250 | 0.5823 | 0.7978 | 0.5823 | 0.7631 |
|
| 177 |
+
| No log | 12.0 | 252 | 0.5286 | 0.8353 | 0.5286 | 0.7271 |
|
| 178 |
+
| No log | 12.0952 | 254 | 0.6020 | 0.8 | 0.6020 | 0.7759 |
|
| 179 |
+
| No log | 12.1905 | 256 | 0.6221 | 0.7784 | 0.6221 | 0.7887 |
|
| 180 |
+
| No log | 12.2857 | 258 | 0.5419 | 0.8452 | 0.5419 | 0.7361 |
|
| 181 |
+
| No log | 12.3810 | 260 | 0.6260 | 0.7784 | 0.6260 | 0.7912 |
|
| 182 |
+
| No log | 12.4762 | 262 | 0.6704 | 0.7485 | 0.6704 | 0.8188 |
|
| 183 |
+
| No log | 12.5714 | 264 | 0.6012 | 0.775 | 0.6012 | 0.7754 |
|
| 184 |
+
| No log | 12.6667 | 266 | 0.6069 | 0.8077 | 0.6069 | 0.7790 |
|
| 185 |
+
| No log | 12.7619 | 268 | 0.6318 | 0.7568 | 0.6318 | 0.7949 |
|
| 186 |
+
| No log | 12.8571 | 270 | 0.6314 | 0.7619 | 0.6314 | 0.7946 |
|
| 187 |
+
| No log | 12.9524 | 272 | 0.6830 | 0.7333 | 0.6830 | 0.8264 |
|
| 188 |
+
| No log | 13.0476 | 274 | 0.6688 | 0.7451 | 0.6688 | 0.8178 |
|
| 189 |
+
| No log | 13.1429 | 276 | 0.6280 | 0.7550 | 0.6280 | 0.7924 |
|
| 190 |
+
| No log | 13.2381 | 278 | 0.6433 | 0.7550 | 0.6433 | 0.8020 |
|
| 191 |
+
| No log | 13.3333 | 280 | 0.7260 | 0.7333 | 0.7260 | 0.8520 |
|
| 192 |
+
| No log | 13.4286 | 282 | 0.7645 | 0.7467 | 0.7645 | 0.8744 |
|
| 193 |
+
| No log | 13.5238 | 284 | 0.7028 | 0.7347 | 0.7028 | 0.8384 |
|
| 194 |
+
| No log | 13.6190 | 286 | 0.6497 | 0.7871 | 0.6497 | 0.8060 |
|
| 195 |
+
| No log | 13.7143 | 288 | 0.6429 | 0.7821 | 0.6429 | 0.8018 |
|
| 196 |
+
| No log | 13.8095 | 290 | 0.6327 | 0.7692 | 0.6327 | 0.7954 |
|
| 197 |
+
| No log | 13.9048 | 292 | 0.6085 | 0.7692 | 0.6085 | 0.7800 |
|
| 198 |
+
| No log | 14.0 | 294 | 0.6036 | 0.7799 | 0.6036 | 0.7769 |
|
| 199 |
+
| No log | 14.0952 | 296 | 0.5982 | 0.7848 | 0.5982 | 0.7734 |
|
| 200 |
+
| No log | 14.1905 | 298 | 0.5843 | 0.7949 | 0.5843 | 0.7644 |
|
| 201 |
+
| No log | 14.2857 | 300 | 0.5793 | 0.7925 | 0.5793 | 0.7611 |
|
| 202 |
+
| No log | 14.3810 | 302 | 0.5647 | 0.7673 | 0.5647 | 0.7515 |
|
| 203 |
+
| No log | 14.4762 | 304 | 0.6364 | 0.7421 | 0.6364 | 0.7977 |
|
| 204 |
+
| No log | 14.5714 | 306 | 0.6227 | 0.7342 | 0.6227 | 0.7891 |
|
| 205 |
+
| No log | 14.6667 | 308 | 0.5541 | 0.7826 | 0.5541 | 0.7444 |
|
| 206 |
+
| No log | 14.7619 | 310 | 0.5495 | 0.7792 | 0.5495 | 0.7413 |
|
| 207 |
+
| No log | 14.8571 | 312 | 0.5476 | 0.7898 | 0.5476 | 0.7400 |
|
| 208 |
+
| No log | 14.9524 | 314 | 0.5339 | 0.7950 | 0.5339 | 0.7307 |
|
| 209 |
+
| No log | 15.0476 | 316 | 0.5278 | 0.8118 | 0.5278 | 0.7265 |
|
| 210 |
+
| No log | 15.1429 | 318 | 0.5604 | 0.7865 | 0.5604 | 0.7486 |
|
| 211 |
+
| No log | 15.2381 | 320 | 0.6752 | 0.8235 | 0.6752 | 0.8217 |
|
| 212 |
+
| No log | 15.3333 | 322 | 0.7249 | 0.8111 | 0.7249 | 0.8514 |
|
| 213 |
+
| No log | 15.4286 | 324 | 0.6873 | 0.75 | 0.6873 | 0.8290 |
|
| 214 |
+
| No log | 15.5238 | 326 | 0.6525 | 0.7361 | 0.6525 | 0.8078 |
|
| 215 |
+
| No log | 15.6190 | 328 | 0.6905 | 0.7482 | 0.6905 | 0.8310 |
|
| 216 |
+
| No log | 15.7143 | 330 | 0.6968 | 0.7606 | 0.6968 | 0.8348 |
|
| 217 |
+
| No log | 15.8095 | 332 | 0.6897 | 0.7324 | 0.6897 | 0.8305 |
|
| 218 |
+
| No log | 15.9048 | 334 | 0.6451 | 0.7568 | 0.6451 | 0.8032 |
|
| 219 |
+
| No log | 16.0 | 336 | 0.5945 | 0.7949 | 0.5945 | 0.7710 |
|
| 220 |
+
| No log | 16.0952 | 338 | 0.5664 | 0.7871 | 0.5664 | 0.7526 |
|
| 221 |
+
| No log | 16.1905 | 340 | 0.5541 | 0.7925 | 0.5541 | 0.7444 |
|
| 222 |
+
| No log | 16.2857 | 342 | 0.5272 | 0.7975 | 0.5272 | 0.7261 |
|
| 223 |
+
| No log | 16.3810 | 344 | 0.5481 | 0.8114 | 0.5481 | 0.7403 |
|
| 224 |
+
| No log | 16.4762 | 346 | 0.5633 | 0.8114 | 0.5633 | 0.7506 |
|
| 225 |
+
| No log | 16.5714 | 348 | 0.5649 | 0.7950 | 0.5649 | 0.7516 |
|
| 226 |
+
| No log | 16.6667 | 350 | 0.5427 | 0.7712 | 0.5427 | 0.7367 |
|
| 227 |
+
| No log | 16.7619 | 352 | 0.5731 | 0.7586 | 0.5731 | 0.7570 |
|
| 228 |
+
| No log | 16.8571 | 354 | 0.5997 | 0.7862 | 0.5997 | 0.7744 |
|
| 229 |
+
| No log | 16.9524 | 356 | 0.6508 | 0.7662 | 0.6508 | 0.8067 |
|
| 230 |
+
| No log | 17.0476 | 358 | 0.6516 | 0.7451 | 0.6516 | 0.8072 |
|
| 231 |
+
| No log | 17.1429 | 360 | 0.5992 | 0.8052 | 0.5992 | 0.7741 |
|
| 232 |
+
| No log | 17.2381 | 362 | 0.5795 | 0.7947 | 0.5795 | 0.7612 |
|
| 233 |
+
| No log | 17.3333 | 364 | 0.5720 | 0.7895 | 0.5720 | 0.7563 |
|
| 234 |
+
| No log | 17.4286 | 366 | 0.5406 | 0.8105 | 0.5406 | 0.7353 |
|
| 235 |
+
| No log | 17.5238 | 368 | 0.5561 | 0.7975 | 0.5561 | 0.7457 |
|
| 236 |
+
| No log | 17.6190 | 370 | 0.5955 | 0.7898 | 0.5955 | 0.7717 |
|
| 237 |
+
| No log | 17.7143 | 372 | 0.5603 | 0.7871 | 0.5603 | 0.7485 |
|
| 238 |
+
| No log | 17.8095 | 374 | 0.5493 | 0.7974 | 0.5493 | 0.7411 |
|
| 239 |
+
| No log | 17.9048 | 376 | 0.5594 | 0.7755 | 0.5594 | 0.7479 |
|
| 240 |
+
| No log | 18.0 | 378 | 0.5916 | 0.7651 | 0.5916 | 0.7691 |
|
| 241 |
+
| No log | 18.0952 | 380 | 0.5900 | 0.7651 | 0.5900 | 0.7681 |
|
| 242 |
+
| No log | 18.1905 | 382 | 0.5614 | 0.7808 | 0.5614 | 0.7492 |
|
| 243 |
+
| No log | 18.2857 | 384 | 0.5607 | 0.7724 | 0.5607 | 0.7488 |
|
| 244 |
+
| No log | 18.3810 | 386 | 0.5387 | 0.7838 | 0.5387 | 0.7339 |
|
| 245 |
+
| No log | 18.4762 | 388 | 0.5094 | 0.8235 | 0.5094 | 0.7137 |
|
| 246 |
+
| No log | 18.5714 | 390 | 0.4959 | 0.8571 | 0.4959 | 0.7042 |
|
| 247 |
+
| No log | 18.6667 | 392 | 0.5163 | 0.7925 | 0.5163 | 0.7186 |
|
| 248 |
+
| No log | 18.7619 | 394 | 0.6377 | 0.7545 | 0.6377 | 0.7985 |
|
| 249 |
+
| No log | 18.8571 | 396 | 0.6628 | 0.7215 | 0.6628 | 0.8141 |
|
| 250 |
+
| No log | 18.9524 | 398 | 0.6002 | 0.7662 | 0.6002 | 0.7747 |
|
| 251 |
+
| No log | 19.0476 | 400 | 0.5671 | 0.7862 | 0.5671 | 0.7531 |
|
| 252 |
+
| No log | 19.1429 | 402 | 0.5495 | 0.7867 | 0.5495 | 0.7413 |
|
| 253 |
+
| No log | 19.2381 | 404 | 0.5271 | 0.7975 | 0.5271 | 0.7260 |
|
| 254 |
+
| No log | 19.3333 | 406 | 0.5003 | 0.8284 | 0.5003 | 0.7073 |
|
| 255 |
+
| No log | 19.4286 | 408 | 0.5189 | 0.8068 | 0.5189 | 0.7204 |
|
| 256 |
+
| No log | 19.5238 | 410 | 0.5818 | 0.7935 | 0.5818 | 0.7628 |
|
| 257 |
+
| No log | 19.6190 | 412 | 0.6663 | 0.7935 | 0.6663 | 0.8163 |
|
| 258 |
+
| No log | 19.7143 | 414 | 0.7243 | 0.7407 | 0.7243 | 0.8510 |
|
| 259 |
+
| No log | 19.8095 | 416 | 0.6727 | 0.7531 | 0.6727 | 0.8202 |
|
| 260 |
+
| No log | 19.9048 | 418 | 0.5886 | 0.7925 | 0.5886 | 0.7672 |
|
| 261 |
+
| No log | 20.0 | 420 | 0.5655 | 0.7949 | 0.5655 | 0.7520 |
|
| 262 |
+
| No log | 20.0952 | 422 | 0.5541 | 0.7651 | 0.5541 | 0.7444 |
|
| 263 |
+
| No log | 20.1905 | 424 | 0.5266 | 0.8052 | 0.5266 | 0.7257 |
|
| 264 |
+
| No log | 20.2857 | 426 | 0.4991 | 0.8148 | 0.4991 | 0.7065 |
|
| 265 |
+
| No log | 20.3810 | 428 | 0.4660 | 0.825 | 0.4660 | 0.6827 |
|
| 266 |
+
| No log | 20.4762 | 430 | 0.4596 | 0.8221 | 0.4596 | 0.6779 |
|
| 267 |
+
| No log | 20.5714 | 432 | 0.4561 | 0.8447 | 0.4561 | 0.6754 |
|
| 268 |
+
| No log | 20.6667 | 434 | 0.4844 | 0.8148 | 0.4844 | 0.6960 |
|
| 269 |
+
| No log | 20.7619 | 436 | 0.5405 | 0.7848 | 0.5405 | 0.7352 |
|
| 270 |
+
| No log | 20.8571 | 438 | 0.5485 | 0.7848 | 0.5485 | 0.7406 |
|
| 271 |
+
| No log | 20.9524 | 440 | 0.5271 | 0.7919 | 0.5271 | 0.7260 |
|
| 272 |
+
| No log | 21.0476 | 442 | 0.4972 | 0.8205 | 0.4972 | 0.7051 |
|
| 273 |
+
| No log | 21.1429 | 444 | 0.4892 | 0.8205 | 0.4892 | 0.6994 |
|
| 274 |
+
| No log | 21.2381 | 446 | 0.4935 | 0.7843 | 0.4935 | 0.7025 |
|
| 275 |
+
| No log | 21.3333 | 448 | 0.5349 | 0.7722 | 0.5349 | 0.7313 |
|
| 276 |
+
| No log | 21.4286 | 450 | 0.5562 | 0.8 | 0.5562 | 0.7458 |
|
| 277 |
+
| No log | 21.5238 | 452 | 0.6329 | 0.8090 | 0.6329 | 0.7955 |
|
| 278 |
+
| No log | 21.6190 | 454 | 0.6729 | 0.8066 | 0.6729 | 0.8203 |
|
| 279 |
+
| No log | 21.7143 | 456 | 0.6518 | 0.8045 | 0.6518 | 0.8073 |
|
| 280 |
+
| No log | 21.8095 | 458 | 0.6800 | 0.7879 | 0.6800 | 0.8246 |
|
| 281 |
+
| No log | 21.9048 | 460 | 0.7340 | 0.7702 | 0.7340 | 0.8567 |
|
| 282 |
+
| No log | 22.0 | 462 | 0.7232 | 0.7532 | 0.7232 | 0.8504 |
|
| 283 |
+
| No log | 22.0952 | 464 | 0.6557 | 0.7451 | 0.6557 | 0.8098 |
|
| 284 |
+
| No log | 22.1905 | 466 | 0.6400 | 0.7403 | 0.6401 | 0.8000 |
|
| 285 |
+
| No log | 22.2857 | 468 | 0.6410 | 0.7403 | 0.6410 | 0.8006 |
|
| 286 |
+
| No log | 22.3810 | 470 | 0.6866 | 0.7683 | 0.6866 | 0.8286 |
|
| 287 |
+
| No log | 22.4762 | 472 | 0.6984 | 0.7607 | 0.6984 | 0.8357 |
|
| 288 |
+
| No log | 22.5714 | 474 | 0.6655 | 0.75 | 0.6655 | 0.8158 |
|
| 289 |
+
| No log | 22.6667 | 476 | 0.6520 | 0.7534 | 0.6520 | 0.8075 |
|
| 290 |
+
| No log | 22.7619 | 478 | 0.6240 | 0.76 | 0.6240 | 0.7899 |
|
| 291 |
+
| No log | 22.8571 | 480 | 0.6131 | 0.7403 | 0.6131 | 0.7830 |
|
| 292 |
+
| No log | 22.9524 | 482 | 0.6227 | 0.7403 | 0.6227 | 0.7891 |
|
| 293 |
+
| No log | 23.0476 | 484 | 0.6238 | 0.7451 | 0.6238 | 0.7898 |
|
| 294 |
+
| No log | 23.1429 | 486 | 0.6226 | 0.7467 | 0.6226 | 0.7890 |
|
| 295 |
+
| No log | 23.2381 | 488 | 0.6274 | 0.7532 | 0.6274 | 0.7921 |
|
| 296 |
+
| No log | 23.3333 | 490 | 0.6313 | 0.7582 | 0.6313 | 0.7946 |
|
| 297 |
+
| No log | 23.4286 | 492 | 0.6319 | 0.7347 | 0.6319 | 0.7949 |
|
| 298 |
+
| No log | 23.5238 | 494 | 0.6258 | 0.7518 | 0.6258 | 0.7911 |
|
| 299 |
+
| No log | 23.6190 | 496 | 0.6283 | 0.7413 | 0.6283 | 0.7927 |
|
| 300 |
+
| No log | 23.7143 | 498 | 0.6429 | 0.7234 | 0.6429 | 0.8018 |
|
| 301 |
+
| 0.3714 | 23.8095 | 500 | 0.6263 | 0.7639 | 0.6263 | 0.7914 |
|
| 302 |
+
| 0.3714 | 23.9048 | 502 | 0.6580 | 0.7632 | 0.6580 | 0.8112 |
|
| 303 |
+
| 0.3714 | 24.0 | 504 | 0.6999 | 0.7613 | 0.6999 | 0.8366 |
|
| 304 |
+
| 0.3714 | 24.0952 | 506 | 0.6809 | 0.7613 | 0.6809 | 0.8251 |
|
| 305 |
+
| 0.3714 | 24.1905 | 508 | 0.6249 | 0.7532 | 0.6249 | 0.7905 |
|
| 306 |
+
| 0.3714 | 24.2857 | 510 | 0.5947 | 0.7799 | 0.5947 | 0.7712 |
|
| 307 |
+
| 0.3714 | 24.3810 | 512 | 0.5990 | 0.7901 | 0.5990 | 0.7739 |
|
| 308 |
+
| 0.3714 | 24.4762 | 514 | 0.6225 | 0.8 | 0.6225 | 0.7890 |
|
| 309 |
+
| 0.3714 | 24.5714 | 516 | 0.6934 | 0.7349 | 0.6934 | 0.8327 |
|
| 310 |
+
| 0.3714 | 24.6667 | 518 | 0.7766 | 0.7692 | 0.7766 | 0.8812 |
|
| 311 |
+
| 0.3714 | 24.7619 | 520 | 0.7807 | 0.7529 | 0.7807 | 0.8836 |
|
| 312 |
+
| 0.3714 | 24.8571 | 522 | 0.7368 | 0.7484 | 0.7368 | 0.8584 |
|
| 313 |
+
| 0.3714 | 24.9524 | 524 | 0.6832 | 0.7651 | 0.6832 | 0.8266 |
|
| 314 |
+
| 0.3714 | 25.0476 | 526 | 0.6717 | 0.7632 | 0.6717 | 0.8196 |
|
| 315 |
+
| 0.3714 | 25.1429 | 528 | 0.6675 | 0.7613 | 0.6675 | 0.8170 |
|
| 316 |
+
| 0.3714 | 25.2381 | 530 | 0.6552 | 0.7564 | 0.6552 | 0.8094 |
|
| 317 |
+
| 0.3714 | 25.3333 | 532 | 0.6372 | 0.7925 | 0.6372 | 0.7982 |
|
| 318 |
+
| 0.3714 | 25.4286 | 534 | 0.6305 | 0.7901 | 0.6305 | 0.7940 |
|
| 319 |
+
| 0.3714 | 25.5238 | 536 | 0.6228 | 0.7702 | 0.6228 | 0.7892 |
|
| 320 |
+
| 0.3714 | 25.6190 | 538 | 0.6361 | 0.7702 | 0.6361 | 0.7976 |
|
| 321 |
+
| 0.3714 | 25.7143 | 540 | 0.6638 | 0.7613 | 0.6638 | 0.8147 |
|
| 322 |
+
| 0.3714 | 25.8095 | 542 | 0.6875 | 0.7673 | 0.6875 | 0.8291 |
|
| 323 |
+
| 0.3714 | 25.9048 | 544 | 0.6799 | 0.7673 | 0.6799 | 0.8246 |
|
| 324 |
+
| 0.3714 | 26.0 | 546 | 0.6386 | 0.8 | 0.6386 | 0.7991 |
|
| 325 |
+
| 0.3714 | 26.0952 | 548 | 0.6190 | 0.7950 | 0.6190 | 0.7867 |
|
| 326 |
+
| 0.3714 | 26.1905 | 550 | 0.6187 | 0.7821 | 0.6187 | 0.7865 |
|
| 327 |
+
| 0.3714 | 26.2857 | 552 | 0.6370 | 0.7613 | 0.6370 | 0.7981 |
|
| 328 |
+
| 0.3714 | 26.3810 | 554 | 0.6357 | 0.7613 | 0.6357 | 0.7973 |
|
| 329 |
+
| 0.3714 | 26.4762 | 556 | 0.6326 | 0.7871 | 0.6326 | 0.7954 |
|
| 330 |
+
| 0.3714 | 26.5714 | 558 | 0.6317 | 0.7871 | 0.6317 | 0.7948 |
|
| 331 |
+
| 0.3714 | 26.6667 | 560 | 0.6192 | 0.7895 | 0.6192 | 0.7869 |
|
| 332 |
+
| 0.3714 | 26.7619 | 562 | 0.5978 | 0.7871 | 0.5978 | 0.7732 |
|
| 333 |
+
| 0.3714 | 26.8571 | 564 | 0.5818 | 0.7871 | 0.5818 | 0.7628 |
|
| 334 |
+
| 0.3714 | 26.9524 | 566 | 0.5893 | 0.7922 | 0.5893 | 0.7676 |
|
| 335 |
+
| 0.3714 | 27.0476 | 568 | 0.6059 | 0.8129 | 0.6059 | 0.7784 |
|
| 336 |
+
| 0.3714 | 27.1429 | 570 | 0.5849 | 0.7922 | 0.5849 | 0.7648 |
|
| 337 |
+
| 0.3714 | 27.2381 | 572 | 0.5965 | 0.7733 | 0.5965 | 0.7724 |
|
| 338 |
+
| 0.3714 | 27.3333 | 574 | 0.6157 | 0.7871 | 0.6157 | 0.7847 |
|
| 339 |
+
| 0.3714 | 27.4286 | 576 | 0.6301 | 0.7785 | 0.6301 | 0.7938 |
|
| 340 |
+
| 0.3714 | 27.5238 | 578 | 0.6300 | 0.7895 | 0.6300 | 0.7937 |
|
| 341 |
+
| 0.3714 | 27.6190 | 580 | 0.6264 | 0.7815 | 0.6264 | 0.7915 |
|
| 342 |
+
| 0.3714 | 27.7143 | 582 | 0.6434 | 0.75 | 0.6434 | 0.8021 |
|
| 343 |
+
| 0.3714 | 27.8095 | 584 | 0.6426 | 0.7692 | 0.6426 | 0.8016 |
|
| 344 |
+
| 0.3714 | 27.9048 | 586 | 0.6034 | 0.7871 | 0.6034 | 0.7768 |
|
| 345 |
+
| 0.3714 | 28.0 | 588 | 0.5724 | 0.8 | 0.5724 | 0.7565 |
|
| 346 |
+
| 0.3714 | 28.0952 | 590 | 0.5660 | 0.8101 | 0.5660 | 0.7523 |
|
| 347 |
+
| 0.3714 | 28.1905 | 592 | 0.5590 | 0.8101 | 0.5590 | 0.7476 |
|
| 348 |
+
| 0.3714 | 28.2857 | 594 | 0.5728 | 0.7895 | 0.5728 | 0.7568 |
|
| 349 |
+
| 0.3714 | 28.3810 | 596 | 0.5709 | 0.7895 | 0.5709 | 0.7556 |
|
| 350 |
+
| 0.3714 | 28.4762 | 598 | 0.5573 | 0.7867 | 0.5573 | 0.7465 |
|
| 351 |
+
| 0.3714 | 28.5714 | 600 | 0.5466 | 0.8077 | 0.5466 | 0.7393 |
|
| 352 |
+
| 0.3714 | 28.6667 | 602 | 0.5361 | 0.8077 | 0.5361 | 0.7322 |
|
| 353 |
+
| 0.3714 | 28.7619 | 604 | 0.5248 | 0.8153 | 0.5248 | 0.7244 |
|
| 354 |
+
| 0.3714 | 28.8571 | 606 | 0.5285 | 0.7949 | 0.5285 | 0.7270 |
|
| 355 |
+
| 0.3714 | 28.9524 | 608 | 0.5526 | 0.7651 | 0.5526 | 0.7433 |
|
| 356 |
+
| 0.3714 | 29.0476 | 610 | 0.5966 | 0.7925 | 0.5966 | 0.7724 |
|
| 357 |
+
| 0.3714 | 29.1429 | 612 | 0.6380 | 0.7799 | 0.6380 | 0.7988 |
|
| 358 |
+
| 0.3714 | 29.2381 | 614 | 0.6973 | 0.7453 | 0.6973 | 0.8351 |
|
| 359 |
+
| 0.3714 | 29.3333 | 616 | 0.6958 | 0.7342 | 0.6958 | 0.8342 |
|
| 360 |
+
| 0.3714 | 29.4286 | 618 | 0.6370 | 0.7651 | 0.6370 | 0.7981 |
|
| 361 |
+
| 0.3714 | 29.5238 | 620 | 0.5955 | 0.7517 | 0.5955 | 0.7717 |
|
| 362 |
+
| 0.3714 | 29.6190 | 622 | 0.5493 | 0.7898 | 0.5493 | 0.7411 |
|
| 363 |
+
| 0.3714 | 29.7143 | 624 | 0.5346 | 0.8075 | 0.5346 | 0.7311 |
|
| 364 |
+
| 0.3714 | 29.8095 | 626 | 0.5291 | 0.7975 | 0.5291 | 0.7274 |
|
| 365 |
+
| 0.3714 | 29.9048 | 628 | 0.5339 | 0.7975 | 0.5339 | 0.7307 |
|
| 366 |
+
| 0.3714 | 30.0 | 630 | 0.5456 | 0.7901 | 0.5456 | 0.7386 |
|
| 367 |
+
| 0.3714 | 30.0952 | 632 | 0.5701 | 0.8 | 0.5701 | 0.7550 |
|
| 368 |
+
| 0.3714 | 30.1905 | 634 | 0.5811 | 0.7898 | 0.5811 | 0.7623 |
|
| 369 |
+
| 0.3714 | 30.2857 | 636 | 0.5998 | 0.7815 | 0.5998 | 0.7745 |
|
| 370 |
+
| 0.3714 | 30.3810 | 638 | 0.6257 | 0.7755 | 0.6257 | 0.7910 |
|
| 371 |
+
| 0.3714 | 30.4762 | 640 | 0.6090 | 0.7838 | 0.6090 | 0.7804 |
|
| 372 |
+
| 0.3714 | 30.5714 | 642 | 0.6174 | 0.7838 | 0.6174 | 0.7857 |
|
| 373 |
+
| 0.3714 | 30.6667 | 644 | 0.6017 | 0.7838 | 0.6017 | 0.7757 |
|
| 374 |
+
| 0.3714 | 30.7619 | 646 | 0.5935 | 0.7838 | 0.5935 | 0.7704 |
|
| 375 |
+
| 0.3714 | 30.8571 | 648 | 0.6058 | 0.7838 | 0.6058 | 0.7783 |
|
| 376 |
+
| 0.3714 | 30.9524 | 650 | 0.6401 | 0.7733 | 0.6401 | 0.8000 |
|
| 377 |
+
| 0.3714 | 31.0476 | 652 | 0.7003 | 0.7673 | 0.7003 | 0.8368 |
|
| 378 |
+
| 0.3714 | 31.1429 | 654 | 0.7161 | 0.7595 | 0.7161 | 0.8462 |
|
| 379 |
+
| 0.3714 | 31.2381 | 656 | 0.7167 | 0.7595 | 0.7167 | 0.8466 |
|
| 380 |
+
| 0.3714 | 31.3333 | 658 | 0.6665 | 0.7625 | 0.6665 | 0.8164 |
|
| 381 |
+
| 0.3714 | 31.4286 | 660 | 0.6632 | 0.7625 | 0.6632 | 0.8144 |
|
| 382 |
+
| 0.3714 | 31.5238 | 662 | 0.6473 | 0.7712 | 0.6473 | 0.8046 |
|
| 383 |
+
| 0.3714 | 31.6190 | 664 | 0.6500 | 0.7733 | 0.6500 | 0.8062 |
|
| 384 |
+
| 0.3714 | 31.7143 | 666 | 0.6727 | 0.7898 | 0.6727 | 0.8202 |
|
| 385 |
+
| 0.3714 | 31.8095 | 668 | 0.6844 | 0.7848 | 0.6844 | 0.8273 |
|
| 386 |
+
| 0.3714 | 31.9048 | 670 | 0.6754 | 0.7673 | 0.6754 | 0.8218 |
|
| 387 |
+
| 0.3714 | 32.0 | 672 | 0.6402 | 0.7975 | 0.6402 | 0.8001 |
|
| 388 |
+
| 0.3714 | 32.0952 | 674 | 0.5974 | 0.7808 | 0.5974 | 0.7729 |
|
| 389 |
+
| 0.3714 | 32.1905 | 676 | 0.5704 | 0.7724 | 0.5704 | 0.7552 |
|
| 390 |
+
| 0.3714 | 32.2857 | 678 | 0.5662 | 0.8082 | 0.5662 | 0.7524 |
|
| 391 |
+
| 0.3714 | 32.3810 | 680 | 0.5708 | 0.8082 | 0.5708 | 0.7555 |
|
| 392 |
+
| 0.3714 | 32.4762 | 682 | 0.5623 | 0.7891 | 0.5623 | 0.7499 |
|
| 393 |
+
| 0.3714 | 32.5714 | 684 | 0.5631 | 0.7871 | 0.5631 | 0.7504 |
|
| 394 |
+
| 0.3714 | 32.6667 | 686 | 0.5730 | 0.7875 | 0.5730 | 0.7569 |
|
| 395 |
+
| 0.3714 | 32.7619 | 688 | 0.6071 | 0.7719 | 0.6071 | 0.7791 |
|
| 396 |
+
| 0.3714 | 32.8571 | 690 | 0.6053 | 0.7665 | 0.6053 | 0.7780 |
|
| 397 |
+
| 0.3714 | 32.9524 | 692 | 0.5984 | 0.7875 | 0.5984 | 0.7736 |
|
| 398 |
+
| 0.3714 | 33.0476 | 694 | 0.5929 | 0.7785 | 0.5929 | 0.7700 |
|
| 399 |
+
| 0.3714 | 33.1429 | 696 | 0.6175 | 0.7891 | 0.6175 | 0.7858 |
|
| 400 |
+
| 0.3714 | 33.2381 | 698 | 0.6313 | 0.7808 | 0.6313 | 0.7946 |
|
| 401 |
+
| 0.3714 | 33.3333 | 700 | 0.6333 | 0.7808 | 0.6333 | 0.7958 |
|
| 402 |
+
| 0.3714 | 33.4286 | 702 | 0.6302 | 0.7808 | 0.6302 | 0.7938 |
|
| 403 |
+
| 0.3714 | 33.5238 | 704 | 0.6305 | 0.7712 | 0.6305 | 0.7941 |
|
| 404 |
+
| 0.3714 | 33.6190 | 706 | 0.6169 | 0.7925 | 0.6169 | 0.7854 |
|
| 405 |
+
| 0.3714 | 33.7143 | 708 | 0.5961 | 0.7895 | 0.5961 | 0.7721 |
|
| 406 |
+
| 0.3714 | 33.8095 | 710 | 0.5960 | 0.7733 | 0.5960 | 0.7720 |
|
| 407 |
+
| 0.3714 | 33.9048 | 712 | 0.6090 | 0.7733 | 0.6090 | 0.7804 |
|
| 408 |
+
| 0.3714 | 34.0 | 714 | 0.6016 | 0.7919 | 0.6016 | 0.7756 |
|
| 409 |
+
| 0.3714 | 34.0952 | 716 | 0.6238 | 0.7901 | 0.6238 | 0.7898 |
|
| 410 |
+
| 0.3714 | 34.1905 | 718 | 0.6741 | 0.7831 | 0.6741 | 0.8211 |
|
| 411 |
+
| 0.3714 | 34.2857 | 720 | 0.6869 | 0.7758 | 0.6869 | 0.8288 |
|
| 412 |
+
| 0.3714 | 34.3810 | 722 | 0.6610 | 0.7975 | 0.6610 | 0.8130 |
|
| 413 |
+
| 0.3714 | 34.4762 | 724 | 0.6456 | 0.7898 | 0.6456 | 0.8035 |
|
| 414 |
+
| 0.3714 | 34.5714 | 726 | 0.6208 | 0.7808 | 0.6208 | 0.7879 |
|
| 415 |
+
| 0.3714 | 34.6667 | 728 | 0.6129 | 0.8 | 0.6129 | 0.7829 |
|
| 416 |
+
| 0.3714 | 34.7619 | 730 | 0.6335 | 0.7211 | 0.6335 | 0.7959 |
|
| 417 |
+
| 0.3714 | 34.8571 | 732 | 0.6661 | 0.7027 | 0.6661 | 0.8162 |
|
| 418 |
+
| 0.3714 | 34.9524 | 734 | 0.6465 | 0.7114 | 0.6465 | 0.8041 |
|
| 419 |
+
| 0.3714 | 35.0476 | 736 | 0.6222 | 0.7297 | 0.6222 | 0.7888 |
|
| 420 |
+
| 0.3714 | 35.1429 | 738 | 0.6045 | 0.7733 | 0.6045 | 0.7775 |
|
| 421 |
+
| 0.3714 | 35.2381 | 740 | 0.5835 | 0.8052 | 0.5835 | 0.7639 |
|
| 422 |
+
| 0.3714 | 35.3333 | 742 | 0.5732 | 0.8125 | 0.5732 | 0.7571 |
|
| 423 |
+
| 0.3714 | 35.4286 | 744 | 0.5741 | 0.8072 | 0.5741 | 0.7577 |
|
| 424 |
+
| 0.3714 | 35.5238 | 746 | 0.5959 | 0.8025 | 0.5959 | 0.7720 |
|
| 425 |
+
| 0.3714 | 35.6190 | 748 | 0.6241 | 0.8025 | 0.6241 | 0.7900 |
|
| 426 |
+
| 0.3714 | 35.7143 | 750 | 0.6558 | 0.7862 | 0.6558 | 0.8098 |
|
| 427 |
+
| 0.3714 | 35.8095 | 752 | 0.6732 | 0.7808 | 0.6732 | 0.8205 |
|
| 428 |
+
| 0.3714 | 35.9048 | 754 | 0.6777 | 0.7671 | 0.6777 | 0.8232 |
|
| 429 |
+
| 0.3714 | 36.0 | 756 | 0.6652 | 0.7671 | 0.6652 | 0.8156 |
|
| 430 |
+
| 0.3714 | 36.0952 | 758 | 0.6435 | 0.7891 | 0.6435 | 0.8022 |
|
| 431 |
+
| 0.3714 | 36.1905 | 760 | 0.6392 | 0.7838 | 0.6392 | 0.7995 |
|
| 432 |
+
| 0.3714 | 36.2857 | 762 | 0.6591 | 0.7547 | 0.6591 | 0.8118 |
|
| 433 |
+
| 0.3714 | 36.3810 | 764 | 0.6798 | 0.7711 | 0.6798 | 0.8245 |
|
| 434 |
+
| 0.3714 | 36.4762 | 766 | 0.7230 | 0.7545 | 0.7230 | 0.8503 |
|
| 435 |
+
| 0.3714 | 36.5714 | 768 | 0.7249 | 0.7545 | 0.7249 | 0.8514 |
|
| 436 |
+
| 0.3714 | 36.6667 | 770 | 0.7108 | 0.7545 | 0.7108 | 0.8431 |
|
| 437 |
+
| 0.3714 | 36.7619 | 772 | 0.6823 | 0.7329 | 0.6823 | 0.8260 |
|
| 438 |
+
| 0.3714 | 36.8571 | 774 | 0.6667 | 0.7439 | 0.6667 | 0.8165 |
|
| 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,
|
| 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:ecfa686eaf67399fae42af826caa288706bfca712bfb436b887582916581accc
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:89480ac7c76f3bf9edeb9942606f73e46b4a69fe348ccaa09253a14c5a3ef1d4
|
| 3 |
+
size 5368
|