Training in progress, step 500
Browse files- README.md +487 -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: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task7_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 |
+
# ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task7_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:
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| 18 |
+
- Loss: 0.8736
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| 19 |
+
- Qwk: 0.1142
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| 20 |
+
- Mse: 0.8736
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| 21 |
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- Rmse: 0.9347
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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 |
+
## 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 |
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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 |
+
- 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
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| 45 |
+
- lr_scheduler_type: linear
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| 46 |
+
- num_epochs: 100
|
| 47 |
+
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| 48 |
+
### Training results
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| 49 |
+
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| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|
| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.0290 | 2 | 2.6349 | -0.0262 | 2.6349 | 1.6232 |
|
| 53 |
+
| No log | 0.0580 | 4 | 1.3555 | 0.0745 | 1.3555 | 1.1643 |
|
| 54 |
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| No log | 0.0870 | 6 | 0.9881 | -0.0970 | 0.9881 | 0.9941 |
|
| 55 |
+
| No log | 0.1159 | 8 | 1.0011 | -0.0440 | 1.0011 | 1.0006 |
|
| 56 |
+
| No log | 0.1449 | 10 | 1.1170 | 0.0173 | 1.1170 | 1.0569 |
|
| 57 |
+
| No log | 0.1739 | 12 | 1.1196 | 0.0352 | 1.1196 | 1.0581 |
|
| 58 |
+
| No log | 0.2029 | 14 | 1.2486 | 0.0103 | 1.2486 | 1.1174 |
|
| 59 |
+
| No log | 0.2319 | 16 | 1.5131 | -0.0091 | 1.5131 | 1.2301 |
|
| 60 |
+
| No log | 0.2609 | 18 | 1.3495 | 0.0038 | 1.3495 | 1.1617 |
|
| 61 |
+
| No log | 0.2899 | 20 | 1.0680 | 0.1201 | 1.0680 | 1.0334 |
|
| 62 |
+
| No log | 0.3188 | 22 | 0.9739 | 0.0787 | 0.9739 | 0.9869 |
|
| 63 |
+
| No log | 0.3478 | 24 | 0.9210 | 0.1598 | 0.9210 | 0.9597 |
|
| 64 |
+
| No log | 0.3768 | 26 | 0.8610 | 0.0927 | 0.8610 | 0.9279 |
|
| 65 |
+
| No log | 0.4058 | 28 | 0.8623 | -0.0723 | 0.8623 | 0.9286 |
|
| 66 |
+
| No log | 0.4348 | 30 | 0.9771 | -0.0076 | 0.9771 | 0.9885 |
|
| 67 |
+
| No log | 0.4638 | 32 | 0.9014 | 0.0537 | 0.9014 | 0.9494 |
|
| 68 |
+
| No log | 0.4928 | 34 | 0.7853 | -0.0149 | 0.7853 | 0.8862 |
|
| 69 |
+
| No log | 0.5217 | 36 | 0.8461 | 0.3167 | 0.8461 | 0.9198 |
|
| 70 |
+
| No log | 0.5507 | 38 | 0.8516 | 0.3444 | 0.8516 | 0.9228 |
|
| 71 |
+
| No log | 0.5797 | 40 | 0.7839 | 0.0927 | 0.7839 | 0.8854 |
|
| 72 |
+
| No log | 0.6087 | 42 | 0.8360 | 0.0526 | 0.8360 | 0.9143 |
|
| 73 |
+
| No log | 0.6377 | 44 | 0.9368 | 0.0928 | 0.9368 | 0.9679 |
|
| 74 |
+
| No log | 0.6667 | 46 | 0.9110 | 0.0569 | 0.9110 | 0.9545 |
|
| 75 |
+
| No log | 0.6957 | 48 | 0.8068 | 0.0856 | 0.8068 | 0.8982 |
|
| 76 |
+
| No log | 0.7246 | 50 | 0.8187 | 0.1225 | 0.8187 | 0.9048 |
|
| 77 |
+
| No log | 0.7536 | 52 | 0.8867 | 0.2754 | 0.8867 | 0.9416 |
|
| 78 |
+
| No log | 0.7826 | 54 | 0.8830 | 0.2632 | 0.8830 | 0.9397 |
|
| 79 |
+
| No log | 0.8116 | 56 | 0.8026 | 0.1648 | 0.8026 | 0.8959 |
|
| 80 |
+
| No log | 0.8406 | 58 | 0.7842 | 0.0327 | 0.7842 | 0.8855 |
|
| 81 |
+
| No log | 0.8696 | 60 | 0.8315 | 0.0 | 0.8315 | 0.9119 |
|
| 82 |
+
| No log | 0.8986 | 62 | 0.8593 | 0.0 | 0.8593 | 0.9270 |
|
| 83 |
+
| No log | 0.9275 | 64 | 0.8658 | 0.0 | 0.8658 | 0.9305 |
|
| 84 |
+
| No log | 0.9565 | 66 | 0.7883 | 0.2121 | 0.7883 | 0.8878 |
|
| 85 |
+
| No log | 0.9855 | 68 | 0.7880 | 0.3238 | 0.7880 | 0.8877 |
|
| 86 |
+
| No log | 1.0145 | 70 | 0.7911 | 0.3312 | 0.7911 | 0.8895 |
|
| 87 |
+
| No log | 1.0435 | 72 | 0.8247 | 0.3167 | 0.8247 | 0.9081 |
|
| 88 |
+
| No log | 1.0725 | 74 | 0.8473 | 0.1400 | 0.8473 | 0.9205 |
|
| 89 |
+
| No log | 1.1014 | 76 | 0.8492 | 0.0889 | 0.8492 | 0.9215 |
|
| 90 |
+
| No log | 1.1304 | 78 | 0.8556 | 0.0 | 0.8556 | 0.9250 |
|
| 91 |
+
| No log | 1.1594 | 80 | 0.8213 | 0.0428 | 0.8213 | 0.9063 |
|
| 92 |
+
| No log | 1.1884 | 82 | 0.8091 | 0.0295 | 0.8091 | 0.8995 |
|
| 93 |
+
| No log | 1.2174 | 84 | 0.8214 | 0.0725 | 0.8214 | 0.9063 |
|
| 94 |
+
| No log | 1.2464 | 86 | 0.8854 | 0.1529 | 0.8854 | 0.9409 |
|
| 95 |
+
| No log | 1.2754 | 88 | 1.0121 | 0.0885 | 1.0121 | 1.0060 |
|
| 96 |
+
| No log | 1.3043 | 90 | 1.0663 | 0.0560 | 1.0663 | 1.0326 |
|
| 97 |
+
| No log | 1.3333 | 92 | 0.9440 | 0.0087 | 0.9440 | 0.9716 |
|
| 98 |
+
| No log | 1.3623 | 94 | 0.9130 | -0.0047 | 0.9130 | 0.9555 |
|
| 99 |
+
| No log | 1.3913 | 96 | 0.9208 | 0.0618 | 0.9208 | 0.9596 |
|
| 100 |
+
| No log | 1.4203 | 98 | 0.9898 | 0.0618 | 0.9898 | 0.9949 |
|
| 101 |
+
| No log | 1.4493 | 100 | 1.0445 | -0.0204 | 1.0445 | 1.0220 |
|
| 102 |
+
| No log | 1.4783 | 102 | 1.1014 | -0.1021 | 1.1014 | 1.0495 |
|
| 103 |
+
| No log | 1.5072 | 104 | 1.1167 | -0.0241 | 1.1167 | 1.0567 |
|
| 104 |
+
| No log | 1.5362 | 106 | 1.1561 | -0.0541 | 1.1561 | 1.0752 |
|
| 105 |
+
| No log | 1.5652 | 108 | 1.2310 | 0.0883 | 1.2310 | 1.1095 |
|
| 106 |
+
| No log | 1.5942 | 110 | 1.2883 | 0.1498 | 1.2883 | 1.1351 |
|
| 107 |
+
| No log | 1.6232 | 112 | 1.1838 | 0.1605 | 1.1838 | 1.0880 |
|
| 108 |
+
| No log | 1.6522 | 114 | 1.0950 | 0.0640 | 1.0950 | 1.0464 |
|
| 109 |
+
| No log | 1.6812 | 116 | 1.0821 | 0.0391 | 1.0821 | 1.0402 |
|
| 110 |
+
| No log | 1.7101 | 118 | 1.0563 | 0.0081 | 1.0563 | 1.0278 |
|
| 111 |
+
| No log | 1.7391 | 120 | 1.0078 | 0.0404 | 1.0078 | 1.0039 |
|
| 112 |
+
| No log | 1.7681 | 122 | 0.9696 | 0.0563 | 0.9696 | 0.9847 |
|
| 113 |
+
| No log | 1.7971 | 124 | 1.0253 | 0.1853 | 1.0253 | 1.0125 |
|
| 114 |
+
| No log | 1.8261 | 126 | 1.0132 | 0.2223 | 1.0132 | 1.0066 |
|
| 115 |
+
| No log | 1.8551 | 128 | 0.9746 | 0.1541 | 0.9746 | 0.9872 |
|
| 116 |
+
| No log | 1.8841 | 130 | 0.9800 | 0.0 | 0.9800 | 0.9899 |
|
| 117 |
+
| No log | 1.9130 | 132 | 0.9648 | 0.0321 | 0.9648 | 0.9822 |
|
| 118 |
+
| No log | 1.9420 | 134 | 0.9459 | 0.1850 | 0.9459 | 0.9726 |
|
| 119 |
+
| No log | 1.9710 | 136 | 0.9685 | 0.1867 | 0.9685 | 0.9841 |
|
| 120 |
+
| No log | 2.0 | 138 | 0.9861 | 0.1867 | 0.9861 | 0.9930 |
|
| 121 |
+
| No log | 2.0290 | 140 | 0.9719 | 0.2134 | 0.9719 | 0.9859 |
|
| 122 |
+
| No log | 2.0580 | 142 | 0.9995 | 0.2669 | 0.9995 | 0.9998 |
|
| 123 |
+
| No log | 2.0870 | 144 | 0.9966 | 0.2694 | 0.9966 | 0.9983 |
|
| 124 |
+
| No log | 2.1159 | 146 | 0.9961 | 0.2643 | 0.9961 | 0.9980 |
|
| 125 |
+
| No log | 2.1449 | 148 | 1.0538 | 0.1439 | 1.0538 | 1.0265 |
|
| 126 |
+
| No log | 2.1739 | 150 | 0.9918 | 0.2210 | 0.9918 | 0.9959 |
|
| 127 |
+
| No log | 2.2029 | 152 | 0.9571 | 0.2383 | 0.9571 | 0.9783 |
|
| 128 |
+
| No log | 2.2319 | 154 | 0.9971 | 0.2361 | 0.9971 | 0.9986 |
|
| 129 |
+
| No log | 2.2609 | 156 | 1.0178 | 0.2219 | 1.0178 | 1.0089 |
|
| 130 |
+
| No log | 2.2899 | 158 | 1.0331 | 0.2003 | 1.0331 | 1.0164 |
|
| 131 |
+
| No log | 2.3188 | 160 | 1.0625 | 0.2272 | 1.0625 | 1.0308 |
|
| 132 |
+
| No log | 2.3478 | 162 | 1.0221 | 0.2583 | 1.0221 | 1.0110 |
|
| 133 |
+
| No log | 2.3768 | 164 | 0.9759 | 0.3043 | 0.9759 | 0.9879 |
|
| 134 |
+
| No log | 2.4058 | 166 | 0.9558 | 0.2775 | 0.9558 | 0.9776 |
|
| 135 |
+
| No log | 2.4348 | 168 | 0.9582 | 0.2439 | 0.9582 | 0.9789 |
|
| 136 |
+
| No log | 2.4638 | 170 | 0.9450 | 0.2549 | 0.9450 | 0.9721 |
|
| 137 |
+
| No log | 2.4928 | 172 | 0.9517 | 0.2744 | 0.9517 | 0.9756 |
|
| 138 |
+
| No log | 2.5217 | 174 | 0.9668 | 0.2088 | 0.9668 | 0.9833 |
|
| 139 |
+
| No log | 2.5507 | 176 | 1.0077 | 0.2394 | 1.0077 | 1.0038 |
|
| 140 |
+
| No log | 2.5797 | 178 | 1.0372 | 0.2070 | 1.0372 | 1.0184 |
|
| 141 |
+
| No log | 2.6087 | 180 | 1.0311 | 0.2273 | 1.0311 | 1.0154 |
|
| 142 |
+
| No log | 2.6377 | 182 | 1.0038 | 0.2036 | 1.0038 | 1.0019 |
|
| 143 |
+
| No log | 2.6667 | 184 | 1.0203 | 0.1196 | 1.0203 | 1.0101 |
|
| 144 |
+
| No log | 2.6957 | 186 | 1.0042 | 0.1299 | 1.0042 | 1.0021 |
|
| 145 |
+
| No log | 2.7246 | 188 | 0.9378 | 0.2053 | 0.9378 | 0.9684 |
|
| 146 |
+
| No log | 2.7536 | 190 | 0.9704 | 0.1856 | 0.9704 | 0.9851 |
|
| 147 |
+
| No log | 2.7826 | 192 | 0.9770 | 0.2173 | 0.9770 | 0.9884 |
|
| 148 |
+
| No log | 2.8116 | 194 | 0.9896 | 0.2298 | 0.9896 | 0.9948 |
|
| 149 |
+
| No log | 2.8406 | 196 | 1.0004 | 0.1400 | 1.0004 | 1.0002 |
|
| 150 |
+
| No log | 2.8696 | 198 | 1.0121 | 0.2088 | 1.0121 | 1.0060 |
|
| 151 |
+
| No log | 2.8986 | 200 | 1.0527 | 0.1940 | 1.0527 | 1.0260 |
|
| 152 |
+
| No log | 2.9275 | 202 | 1.0413 | 0.2315 | 1.0413 | 1.0204 |
|
| 153 |
+
| No log | 2.9565 | 204 | 1.0169 | 0.1742 | 1.0169 | 1.0084 |
|
| 154 |
+
| No log | 2.9855 | 206 | 1.0053 | 0.1760 | 1.0053 | 1.0027 |
|
| 155 |
+
| No log | 3.0145 | 208 | 0.9793 | 0.1773 | 0.9793 | 0.9896 |
|
| 156 |
+
| No log | 3.0435 | 210 | 0.9552 | 0.1869 | 0.9552 | 0.9773 |
|
| 157 |
+
| No log | 3.0725 | 212 | 0.9482 | 0.1444 | 0.9482 | 0.9738 |
|
| 158 |
+
| No log | 3.1014 | 214 | 0.9577 | 0.1409 | 0.9577 | 0.9786 |
|
| 159 |
+
| No log | 3.1304 | 216 | 0.9608 | 0.1409 | 0.9608 | 0.9802 |
|
| 160 |
+
| No log | 3.1594 | 218 | 0.9961 | 0.1661 | 0.9961 | 0.9980 |
|
| 161 |
+
| No log | 3.1884 | 220 | 1.0423 | 0.1262 | 1.0423 | 1.0210 |
|
| 162 |
+
| No log | 3.2174 | 222 | 1.0819 | 0.1236 | 1.0819 | 1.0401 |
|
| 163 |
+
| No log | 3.2464 | 224 | 1.1056 | 0.1857 | 1.1056 | 1.0515 |
|
| 164 |
+
| No log | 3.2754 | 226 | 1.1023 | 0.0414 | 1.1023 | 1.0499 |
|
| 165 |
+
| No log | 3.3043 | 228 | 1.0844 | 0.0966 | 1.0844 | 1.0414 |
|
| 166 |
+
| No log | 3.3333 | 230 | 1.0399 | 0.1065 | 1.0399 | 1.0198 |
|
| 167 |
+
| No log | 3.3623 | 232 | 1.0042 | 0.0722 | 1.0042 | 1.0021 |
|
| 168 |
+
| No log | 3.3913 | 234 | 0.9736 | 0.1264 | 0.9736 | 0.9867 |
|
| 169 |
+
| No log | 3.4203 | 236 | 0.9817 | 0.1289 | 0.9817 | 0.9908 |
|
| 170 |
+
| No log | 3.4493 | 238 | 1.0303 | 0.1712 | 1.0303 | 1.0150 |
|
| 171 |
+
| No log | 3.4783 | 240 | 0.9823 | 0.1289 | 0.9823 | 0.9911 |
|
| 172 |
+
| No log | 3.5072 | 242 | 0.9452 | 0.2023 | 0.9452 | 0.9722 |
|
| 173 |
+
| No log | 3.5362 | 244 | 0.9336 | 0.1314 | 0.9336 | 0.9663 |
|
| 174 |
+
| No log | 3.5652 | 246 | 0.9155 | 0.2445 | 0.9155 | 0.9568 |
|
| 175 |
+
| No log | 3.5942 | 248 | 0.9094 | 0.1800 | 0.9094 | 0.9536 |
|
| 176 |
+
| No log | 3.6232 | 250 | 0.8908 | 0.0888 | 0.8908 | 0.9438 |
|
| 177 |
+
| No log | 3.6522 | 252 | 0.9657 | 0.0631 | 0.9657 | 0.9827 |
|
| 178 |
+
| No log | 3.6812 | 254 | 1.0815 | 0.2910 | 1.0815 | 1.0400 |
|
| 179 |
+
| No log | 3.7101 | 256 | 1.0533 | 0.3076 | 1.0533 | 1.0263 |
|
| 180 |
+
| No log | 3.7391 | 258 | 0.9191 | 0.1183 | 0.9191 | 0.9587 |
|
| 181 |
+
| No log | 3.7681 | 260 | 0.8593 | 0.2121 | 0.8593 | 0.9270 |
|
| 182 |
+
| No log | 3.7971 | 262 | 0.8481 | 0.2121 | 0.8481 | 0.9209 |
|
| 183 |
+
| No log | 3.8261 | 264 | 0.8506 | 0.1636 | 0.8506 | 0.9223 |
|
| 184 |
+
| No log | 3.8551 | 266 | 0.9255 | 0.1962 | 0.9255 | 0.9620 |
|
| 185 |
+
| No log | 3.8841 | 268 | 0.9706 | 0.2670 | 0.9706 | 0.9852 |
|
| 186 |
+
| No log | 3.9130 | 270 | 0.9830 | 0.2615 | 0.9830 | 0.9914 |
|
| 187 |
+
| No log | 3.9420 | 272 | 0.9199 | 0.2193 | 0.9199 | 0.9591 |
|
| 188 |
+
| No log | 3.9710 | 274 | 0.9268 | 0.0715 | 0.9268 | 0.9627 |
|
| 189 |
+
| No log | 4.0 | 276 | 0.9802 | 0.2173 | 0.9802 | 0.9901 |
|
| 190 |
+
| No log | 4.0290 | 278 | 1.0327 | 0.1416 | 1.0327 | 1.0162 |
|
| 191 |
+
| No log | 4.0580 | 280 | 1.0182 | 0.2124 | 1.0182 | 1.0091 |
|
| 192 |
+
| No log | 4.0870 | 282 | 1.0278 | 0.2124 | 1.0278 | 1.0138 |
|
| 193 |
+
| No log | 4.1159 | 284 | 1.0151 | 0.1628 | 1.0151 | 1.0075 |
|
| 194 |
+
| No log | 4.1449 | 286 | 1.0497 | 0.2076 | 1.0497 | 1.0246 |
|
| 195 |
+
| No log | 4.1739 | 288 | 1.0619 | 0.1565 | 1.0619 | 1.0305 |
|
| 196 |
+
| No log | 4.2029 | 290 | 0.9919 | 0.2387 | 0.9919 | 0.9960 |
|
| 197 |
+
| No log | 4.2319 | 292 | 0.9313 | 0.2045 | 0.9313 | 0.9650 |
|
| 198 |
+
| No log | 4.2609 | 294 | 0.9093 | 0.2129 | 0.9093 | 0.9536 |
|
| 199 |
+
| No log | 4.2899 | 296 | 0.9263 | 0.1718 | 0.9263 | 0.9624 |
|
| 200 |
+
| No log | 4.3188 | 298 | 1.0936 | 0.2756 | 1.0936 | 1.0458 |
|
| 201 |
+
| No log | 4.3478 | 300 | 1.1957 | 0.2501 | 1.1957 | 1.0935 |
|
| 202 |
+
| No log | 4.3768 | 302 | 1.0980 | 0.2756 | 1.0980 | 1.0478 |
|
| 203 |
+
| No log | 4.4058 | 304 | 0.9806 | 0.2142 | 0.9806 | 0.9902 |
|
| 204 |
+
| No log | 4.4348 | 306 | 0.9667 | 0.1899 | 0.9667 | 0.9832 |
|
| 205 |
+
| No log | 4.4638 | 308 | 0.9498 | 0.3023 | 0.9498 | 0.9746 |
|
| 206 |
+
| No log | 4.4928 | 310 | 0.9970 | 0.2387 | 0.9970 | 0.9985 |
|
| 207 |
+
| No log | 4.5217 | 312 | 1.0291 | 0.1642 | 1.0291 | 1.0145 |
|
| 208 |
+
| No log | 4.5507 | 314 | 1.0262 | 0.2839 | 1.0262 | 1.0130 |
|
| 209 |
+
| No log | 4.5797 | 316 | 1.0868 | 0.2086 | 1.0868 | 1.0425 |
|
| 210 |
+
| No log | 4.6087 | 318 | 1.2097 | 0.2802 | 1.2097 | 1.0999 |
|
| 211 |
+
| No log | 4.6377 | 320 | 1.2776 | 0.1864 | 1.2776 | 1.1303 |
|
| 212 |
+
| No log | 4.6667 | 322 | 1.1531 | 0.2412 | 1.1531 | 1.0738 |
|
| 213 |
+
| No log | 4.6957 | 324 | 0.9855 | 0.3473 | 0.9855 | 0.9927 |
|
| 214 |
+
| No log | 4.7246 | 326 | 0.8487 | 0.1504 | 0.8487 | 0.9212 |
|
| 215 |
+
| No log | 4.7536 | 328 | 0.8425 | 0.0608 | 0.8425 | 0.9179 |
|
| 216 |
+
| No log | 4.7826 | 330 | 0.8713 | 0.1313 | 0.8713 | 0.9335 |
|
| 217 |
+
| No log | 4.8116 | 332 | 0.9522 | 0.2193 | 0.9522 | 0.9758 |
|
| 218 |
+
| No log | 4.8406 | 334 | 1.0588 | 0.1803 | 1.0588 | 1.0290 |
|
| 219 |
+
| No log | 4.8696 | 336 | 1.1116 | 0.2044 | 1.1116 | 1.0543 |
|
| 220 |
+
| No log | 4.8986 | 338 | 1.1075 | 0.1557 | 1.1075 | 1.0524 |
|
| 221 |
+
| No log | 4.9275 | 340 | 1.1283 | 0.2234 | 1.1283 | 1.0622 |
|
| 222 |
+
| No log | 4.9565 | 342 | 1.2528 | 0.1956 | 1.2528 | 1.1193 |
|
| 223 |
+
| No log | 4.9855 | 344 | 1.2498 | 0.1956 | 1.2498 | 1.1179 |
|
| 224 |
+
| No log | 5.0145 | 346 | 1.0842 | 0.1775 | 1.0842 | 1.0413 |
|
| 225 |
+
| No log | 5.0435 | 348 | 1.0157 | 0.1734 | 1.0157 | 1.0078 |
|
| 226 |
+
| No log | 5.0725 | 350 | 1.0242 | 0.2308 | 1.0242 | 1.0120 |
|
| 227 |
+
| No log | 5.1014 | 352 | 0.9817 | 0.1734 | 0.9817 | 0.9908 |
|
| 228 |
+
| No log | 5.1304 | 354 | 0.9037 | 0.1373 | 0.9037 | 0.9506 |
|
| 229 |
+
| No log | 5.1594 | 356 | 0.8829 | 0.1918 | 0.8829 | 0.9396 |
|
| 230 |
+
| No log | 5.1884 | 358 | 0.8727 | 0.0968 | 0.8727 | 0.9342 |
|
| 231 |
+
| No log | 5.2174 | 360 | 0.8890 | 0.0968 | 0.8890 | 0.9428 |
|
| 232 |
+
| No log | 5.2464 | 362 | 0.9765 | 0.2013 | 0.9765 | 0.9882 |
|
| 233 |
+
| No log | 5.2754 | 364 | 1.1301 | 0.2481 | 1.1301 | 1.0631 |
|
| 234 |
+
| No log | 5.3043 | 366 | 1.1335 | 0.2271 | 1.1335 | 1.0646 |
|
| 235 |
+
| No log | 5.3333 | 368 | 1.0684 | 0.2510 | 1.0684 | 1.0336 |
|
| 236 |
+
| No log | 5.3623 | 370 | 0.9863 | 0.1501 | 0.9863 | 0.9931 |
|
| 237 |
+
| No log | 5.3913 | 372 | 0.9038 | 0.2116 | 0.9038 | 0.9507 |
|
| 238 |
+
| No log | 5.4203 | 374 | 0.8777 | 0.2116 | 0.8777 | 0.9369 |
|
| 239 |
+
| No log | 5.4493 | 376 | 0.8853 | 0.2063 | 0.8853 | 0.9409 |
|
| 240 |
+
| No log | 5.4783 | 378 | 0.9267 | 0.1962 | 0.9267 | 0.9626 |
|
| 241 |
+
| No log | 5.5072 | 380 | 0.9906 | 0.1777 | 0.9906 | 0.9953 |
|
| 242 |
+
| No log | 5.5362 | 382 | 1.0242 | 0.1734 | 1.0242 | 1.0120 |
|
| 243 |
+
| No log | 5.5652 | 384 | 0.9780 | 0.1628 | 0.9780 | 0.9890 |
|
| 244 |
+
| No log | 5.5942 | 386 | 0.9824 | 0.1853 | 0.9824 | 0.9911 |
|
| 245 |
+
| No log | 5.6232 | 388 | 0.9861 | 0.1961 | 0.9861 | 0.9930 |
|
| 246 |
+
| No log | 5.6522 | 390 | 1.0449 | 0.2059 | 1.0449 | 1.0222 |
|
| 247 |
+
| No log | 5.6812 | 392 | 1.0803 | 0.2564 | 1.0803 | 1.0394 |
|
| 248 |
+
| No log | 5.7101 | 394 | 1.0914 | 0.2394 | 1.0914 | 1.0447 |
|
| 249 |
+
| No log | 5.7391 | 396 | 1.0284 | 0.2202 | 1.0284 | 1.0141 |
|
| 250 |
+
| No log | 5.7681 | 398 | 0.9916 | 0.1793 | 0.9916 | 0.9958 |
|
| 251 |
+
| No log | 5.7971 | 400 | 0.9611 | 0.2471 | 0.9611 | 0.9804 |
|
| 252 |
+
| No log | 5.8261 | 402 | 0.9980 | 0.2029 | 0.9980 | 0.9990 |
|
| 253 |
+
| No log | 5.8551 | 404 | 0.9968 | 0.2029 | 0.9968 | 0.9984 |
|
| 254 |
+
| No log | 5.8841 | 406 | 0.9843 | 0.2029 | 0.9843 | 0.9921 |
|
| 255 |
+
| No log | 5.9130 | 408 | 1.0556 | 0.2779 | 1.0556 | 1.0274 |
|
| 256 |
+
| No log | 5.9420 | 410 | 1.0953 | 0.2150 | 1.0953 | 1.0466 |
|
| 257 |
+
| No log | 5.9710 | 412 | 0.9817 | 0.3019 | 0.9817 | 0.9908 |
|
| 258 |
+
| No log | 6.0 | 414 | 0.8596 | 0.2409 | 0.8596 | 0.9271 |
|
| 259 |
+
| No log | 6.0290 | 416 | 0.8422 | 0.2116 | 0.8422 | 0.9177 |
|
| 260 |
+
| No log | 6.0580 | 418 | 0.8847 | 0.2518 | 0.8847 | 0.9406 |
|
| 261 |
+
| No log | 6.0870 | 420 | 0.8952 | 0.2518 | 0.8952 | 0.9462 |
|
| 262 |
+
| No log | 6.1159 | 422 | 0.8497 | 0.2352 | 0.8497 | 0.9218 |
|
| 263 |
+
| No log | 6.1449 | 424 | 0.8333 | 0.2652 | 0.8333 | 0.9129 |
|
| 264 |
+
| No log | 6.1739 | 426 | 0.8335 | 0.2589 | 0.8335 | 0.9129 |
|
| 265 |
+
| No log | 6.2029 | 428 | 0.8830 | 0.2173 | 0.8830 | 0.9397 |
|
| 266 |
+
| No log | 6.2319 | 430 | 0.8965 | 0.1962 | 0.8965 | 0.9468 |
|
| 267 |
+
| No log | 6.2609 | 432 | 0.8282 | 0.2352 | 0.8282 | 0.9100 |
|
| 268 |
+
| No log | 6.2899 | 434 | 0.7889 | 0.2787 | 0.7889 | 0.8882 |
|
| 269 |
+
| No log | 6.3188 | 436 | 0.8002 | 0.2589 | 0.8002 | 0.8945 |
|
| 270 |
+
| No log | 6.3478 | 438 | 0.8444 | 0.2352 | 0.8444 | 0.9189 |
|
| 271 |
+
| No log | 6.3768 | 440 | 0.9251 | 0.3846 | 0.9251 | 0.9618 |
|
| 272 |
+
| No log | 6.4058 | 442 | 0.9828 | 0.3347 | 0.9828 | 0.9914 |
|
| 273 |
+
| No log | 6.4348 | 444 | 0.9460 | 0.3473 | 0.9460 | 0.9726 |
|
| 274 |
+
| No log | 6.4638 | 446 | 0.8933 | 0.2904 | 0.8933 | 0.9452 |
|
| 275 |
+
| No log | 6.4928 | 448 | 0.8913 | 0.2518 | 0.8913 | 0.9441 |
|
| 276 |
+
| No log | 6.5217 | 450 | 0.8575 | 0.1962 | 0.8575 | 0.9260 |
|
| 277 |
+
| No log | 6.5507 | 452 | 0.8428 | 0.3167 | 0.8428 | 0.9180 |
|
| 278 |
+
| No log | 6.5797 | 454 | 0.9030 | 0.2439 | 0.9030 | 0.9502 |
|
| 279 |
+
| No log | 6.6087 | 456 | 0.9258 | 0.3159 | 0.9258 | 0.9622 |
|
| 280 |
+
| No log | 6.6377 | 458 | 0.8751 | 0.2812 | 0.8751 | 0.9355 |
|
| 281 |
+
| No log | 6.6667 | 460 | 0.7963 | 0.2589 | 0.7963 | 0.8923 |
|
| 282 |
+
| No log | 6.6957 | 462 | 0.7885 | 0.2589 | 0.7885 | 0.8880 |
|
| 283 |
+
| No log | 6.7246 | 464 | 0.8423 | 0.2632 | 0.8423 | 0.9178 |
|
| 284 |
+
| No log | 6.7536 | 466 | 0.9602 | 0.3394 | 0.9602 | 0.9799 |
|
| 285 |
+
| No log | 6.7826 | 468 | 0.9967 | 0.2905 | 0.9967 | 0.9984 |
|
| 286 |
+
| No log | 6.8116 | 470 | 1.0446 | 0.2651 | 1.0446 | 1.0221 |
|
| 287 |
+
| No log | 6.8406 | 472 | 1.0510 | 0.2147 | 1.0510 | 1.0252 |
|
| 288 |
+
| No log | 6.8696 | 474 | 0.9332 | 0.2244 | 0.9332 | 0.9660 |
|
| 289 |
+
| No log | 6.8986 | 476 | 0.8562 | 0.2981 | 0.8562 | 0.9253 |
|
| 290 |
+
| No log | 6.9275 | 478 | 0.8311 | 0.2981 | 0.8311 | 0.9117 |
|
| 291 |
+
| No log | 6.9565 | 480 | 0.8394 | 0.2467 | 0.8394 | 0.9162 |
|
| 292 |
+
| No log | 6.9855 | 482 | 0.8804 | 0.2632 | 0.8804 | 0.9383 |
|
| 293 |
+
| No log | 7.0145 | 484 | 0.9450 | 0.2904 | 0.9450 | 0.9721 |
|
| 294 |
+
| No log | 7.0435 | 486 | 0.9397 | 0.3069 | 0.9397 | 0.9694 |
|
| 295 |
+
| No log | 7.0725 | 488 | 0.9415 | 0.2697 | 0.9415 | 0.9703 |
|
| 296 |
+
| No log | 7.1014 | 490 | 0.9414 | 0.2697 | 0.9414 | 0.9703 |
|
| 297 |
+
| No log | 7.1304 | 492 | 0.9622 | 0.2643 | 0.9622 | 0.9809 |
|
| 298 |
+
| No log | 7.1594 | 494 | 1.0052 | 0.2564 | 1.0052 | 1.0026 |
|
| 299 |
+
| No log | 7.1884 | 496 | 1.0583 | 0.2147 | 1.0583 | 1.0287 |
|
| 300 |
+
| No log | 7.2174 | 498 | 1.0552 | 0.1974 | 1.0552 | 1.0272 |
|
| 301 |
+
| 0.3744 | 7.2464 | 500 | 1.1154 | 0.1860 | 1.1154 | 1.0561 |
|
| 302 |
+
| 0.3744 | 7.2754 | 502 | 1.0777 | 0.1860 | 1.0777 | 1.0381 |
|
| 303 |
+
| 0.3744 | 7.3043 | 504 | 0.9621 | 0.3100 | 0.9621 | 0.9809 |
|
| 304 |
+
| 0.3744 | 7.3333 | 506 | 0.8836 | 0.3051 | 0.8836 | 0.9400 |
|
| 305 |
+
| 0.3744 | 7.3623 | 508 | 0.8707 | 0.2471 | 0.8707 | 0.9331 |
|
| 306 |
+
| 0.3744 | 7.3913 | 510 | 0.8732 | 0.3060 | 0.8732 | 0.9344 |
|
| 307 |
+
| 0.3744 | 7.4203 | 512 | 0.8980 | 0.3060 | 0.8980 | 0.9476 |
|
| 308 |
+
| 0.3744 | 7.4493 | 514 | 0.9162 | 0.3069 | 0.9162 | 0.9572 |
|
| 309 |
+
| 0.3744 | 7.4783 | 516 | 0.8975 | 0.2467 | 0.8975 | 0.9474 |
|
| 310 |
+
| 0.3744 | 7.5072 | 518 | 0.8808 | 0.2498 | 0.8808 | 0.9385 |
|
| 311 |
+
| 0.3744 | 7.5362 | 520 | 0.9107 | 0.2632 | 0.9107 | 0.9543 |
|
| 312 |
+
| 0.3744 | 7.5652 | 522 | 1.0171 | 0.2995 | 1.0171 | 1.0085 |
|
| 313 |
+
| 0.3744 | 7.5942 | 524 | 1.1712 | 0.1832 | 1.1712 | 1.0822 |
|
| 314 |
+
| 0.3744 | 7.6232 | 526 | 1.1653 | 0.1832 | 1.1653 | 1.0795 |
|
| 315 |
+
| 0.3744 | 7.6522 | 528 | 1.0550 | 0.2601 | 1.0550 | 1.0271 |
|
| 316 |
+
| 0.3744 | 7.6812 | 530 | 0.9791 | 0.2460 | 0.9791 | 0.9895 |
|
| 317 |
+
| 0.3744 | 7.7101 | 532 | 0.9864 | 0.2308 | 0.9864 | 0.9932 |
|
| 318 |
+
| 0.3744 | 7.7391 | 534 | 0.9933 | 0.2308 | 0.9933 | 0.9967 |
|
| 319 |
+
| 0.3744 | 7.7681 | 536 | 0.9859 | 0.2308 | 0.9859 | 0.9929 |
|
| 320 |
+
| 0.3744 | 7.7971 | 538 | 0.9223 | 0.2012 | 0.9223 | 0.9604 |
|
| 321 |
+
| 0.3744 | 7.8261 | 540 | 0.9163 | 0.1962 | 0.9163 | 0.9573 |
|
| 322 |
+
| 0.3744 | 7.8551 | 542 | 0.9033 | 0.1962 | 0.9033 | 0.9504 |
|
| 323 |
+
| 0.3744 | 7.8841 | 544 | 0.9248 | 0.2094 | 0.9248 | 0.9617 |
|
| 324 |
+
| 0.3744 | 7.9130 | 546 | 0.9362 | 0.3110 | 0.9362 | 0.9676 |
|
| 325 |
+
| 0.3744 | 7.9420 | 548 | 0.9461 | 0.3110 | 0.9461 | 0.9727 |
|
| 326 |
+
| 0.3744 | 7.9710 | 550 | 1.0234 | 0.3347 | 1.0234 | 1.0116 |
|
| 327 |
+
| 0.3744 | 8.0 | 552 | 1.0742 | 0.2939 | 1.0742 | 1.0364 |
|
| 328 |
+
| 0.3744 | 8.0290 | 554 | 1.0284 | 0.3347 | 1.0284 | 1.0141 |
|
| 329 |
+
| 0.3744 | 8.0580 | 556 | 0.9395 | 0.2094 | 0.9395 | 0.9693 |
|
| 330 |
+
| 0.3744 | 8.0870 | 558 | 0.9023 | 0.2297 | 0.9023 | 0.9499 |
|
| 331 |
+
| 0.3744 | 8.1159 | 560 | 0.8978 | 0.2297 | 0.8978 | 0.9475 |
|
| 332 |
+
| 0.3744 | 8.1449 | 562 | 0.9521 | 0.2463 | 0.9521 | 0.9757 |
|
| 333 |
+
| 0.3744 | 8.1739 | 564 | 1.0707 | 0.2881 | 1.0707 | 1.0348 |
|
| 334 |
+
| 0.3744 | 8.2029 | 566 | 1.0622 | 0.2260 | 1.0622 | 1.0306 |
|
| 335 |
+
| 0.3744 | 8.2319 | 568 | 1.0445 | 0.2029 | 1.0445 | 1.0220 |
|
| 336 |
+
| 0.3744 | 8.2609 | 570 | 0.9381 | 0.2724 | 0.9381 | 0.9686 |
|
| 337 |
+
| 0.3744 | 8.2899 | 572 | 0.8902 | 0.1918 | 0.8902 | 0.9435 |
|
| 338 |
+
| 0.3744 | 8.3188 | 574 | 0.9405 | 0.0920 | 0.9405 | 0.9698 |
|
| 339 |
+
| 0.3744 | 8.3478 | 576 | 0.9277 | 0.1603 | 0.9277 | 0.9631 |
|
| 340 |
+
| 0.3744 | 8.3768 | 578 | 0.9212 | 0.3127 | 0.9212 | 0.9598 |
|
| 341 |
+
| 0.3744 | 8.4058 | 580 | 1.0043 | 0.2416 | 1.0043 | 1.0021 |
|
| 342 |
+
| 0.3744 | 8.4348 | 582 | 1.1472 | 0.2730 | 1.1472 | 1.0711 |
|
| 343 |
+
| 0.3744 | 8.4638 | 584 | 1.1368 | 0.2682 | 1.1368 | 1.0662 |
|
| 344 |
+
| 0.3744 | 8.4928 | 586 | 1.0285 | 0.3110 | 1.0285 | 1.0142 |
|
| 345 |
+
| 0.3744 | 8.5217 | 588 | 0.9252 | 0.2094 | 0.9252 | 0.9619 |
|
| 346 |
+
| 0.3744 | 8.5507 | 590 | 0.9018 | 0.1628 | 0.9018 | 0.9497 |
|
| 347 |
+
| 0.3744 | 8.5797 | 592 | 0.9334 | 0.2142 | 0.9334 | 0.9661 |
|
| 348 |
+
| 0.3744 | 8.6087 | 594 | 1.0194 | 0.2562 | 1.0194 | 1.0097 |
|
| 349 |
+
| 0.3744 | 8.6377 | 596 | 1.1337 | 0.2271 | 1.1337 | 1.0647 |
|
| 350 |
+
| 0.3744 | 8.6667 | 598 | 1.1591 | 0.2437 | 1.1591 | 1.0766 |
|
| 351 |
+
| 0.3744 | 8.6957 | 600 | 1.1195 | 0.2626 | 1.1195 | 1.0581 |
|
| 352 |
+
| 0.3744 | 8.7246 | 602 | 1.0411 | 0.2211 | 1.0411 | 1.0204 |
|
| 353 |
+
| 0.3744 | 8.7536 | 604 | 1.0323 | 0.2389 | 1.0323 | 1.0160 |
|
| 354 |
+
| 0.3744 | 8.7826 | 606 | 1.0082 | 0.2487 | 1.0082 | 1.0041 |
|
| 355 |
+
| 0.3744 | 8.8116 | 608 | 0.9896 | 0.2308 | 0.9896 | 0.9948 |
|
| 356 |
+
| 0.3744 | 8.8406 | 610 | 0.9811 | 0.2308 | 0.9811 | 0.9905 |
|
| 357 |
+
| 0.3744 | 8.8696 | 612 | 0.9790 | 0.2308 | 0.9790 | 0.9894 |
|
| 358 |
+
| 0.3744 | 8.8986 | 614 | 0.9376 | 0.2308 | 0.9376 | 0.9683 |
|
| 359 |
+
| 0.3744 | 8.9275 | 616 | 0.9319 | 0.2308 | 0.9319 | 0.9654 |
|
| 360 |
+
| 0.3744 | 8.9565 | 618 | 0.9434 | 0.2866 | 0.9434 | 0.9713 |
|
| 361 |
+
| 0.3744 | 8.9855 | 620 | 0.9402 | 0.2866 | 0.9402 | 0.9697 |
|
| 362 |
+
| 0.3744 | 9.0145 | 622 | 0.8923 | 0.2094 | 0.8923 | 0.9446 |
|
| 363 |
+
| 0.3744 | 9.0435 | 624 | 0.8733 | 0.2297 | 0.8733 | 0.9345 |
|
| 364 |
+
| 0.3744 | 9.0725 | 626 | 0.8392 | 0.2527 | 0.8392 | 0.9161 |
|
| 365 |
+
| 0.3744 | 9.1014 | 628 | 0.8617 | 0.2116 | 0.8617 | 0.9283 |
|
| 366 |
+
| 0.3744 | 9.1304 | 630 | 0.9063 | 0.2029 | 0.9063 | 0.9520 |
|
| 367 |
+
| 0.3744 | 9.1594 | 632 | 1.0006 | 0.3019 | 1.0006 | 1.0003 |
|
| 368 |
+
| 0.3744 | 9.1884 | 634 | 1.0547 | 0.2677 | 1.0547 | 1.0270 |
|
| 369 |
+
| 0.3744 | 9.2174 | 636 | 1.0033 | 0.2677 | 1.0033 | 1.0016 |
|
| 370 |
+
| 0.3744 | 9.2464 | 638 | 0.8986 | 0.2094 | 0.8986 | 0.9480 |
|
| 371 |
+
| 0.3744 | 9.2754 | 640 | 0.8642 | 0.2094 | 0.8642 | 0.9296 |
|
| 372 |
+
| 0.3744 | 9.3043 | 642 | 0.8952 | 0.2358 | 0.8952 | 0.9461 |
|
| 373 |
+
| 0.3744 | 9.3333 | 644 | 1.0026 | 0.2939 | 1.0026 | 1.0013 |
|
| 374 |
+
| 0.3744 | 9.3623 | 646 | 1.0400 | 0.2271 | 1.0400 | 1.0198 |
|
| 375 |
+
| 0.3744 | 9.3913 | 648 | 0.9959 | 0.2756 | 0.9959 | 0.9979 |
|
| 376 |
+
| 0.3744 | 9.4203 | 650 | 0.9458 | 0.2756 | 0.9458 | 0.9725 |
|
| 377 |
+
| 0.3744 | 9.4493 | 652 | 0.8802 | 0.2094 | 0.8802 | 0.9382 |
|
| 378 |
+
| 0.3744 | 9.4783 | 654 | 0.8309 | 0.1962 | 0.8309 | 0.9115 |
|
| 379 |
+
| 0.3744 | 9.5072 | 656 | 0.8274 | 0.2116 | 0.8274 | 0.9096 |
|
| 380 |
+
| 0.3744 | 9.5362 | 658 | 0.8374 | 0.2116 | 0.8374 | 0.9151 |
|
| 381 |
+
| 0.3744 | 9.5652 | 660 | 0.9120 | 0.2358 | 0.9120 | 0.9550 |
|
| 382 |
+
| 0.3744 | 9.5942 | 662 | 1.0764 | 0.2872 | 1.0764 | 1.0375 |
|
| 383 |
+
| 0.3744 | 9.6232 | 664 | 1.1466 | 0.2850 | 1.1466 | 1.0708 |
|
| 384 |
+
| 0.3744 | 9.6522 | 666 | 1.0788 | 0.2939 | 1.0788 | 1.0386 |
|
| 385 |
+
| 0.3744 | 9.6812 | 668 | 0.9332 | 0.2308 | 0.9332 | 0.9660 |
|
| 386 |
+
| 0.3744 | 9.7101 | 670 | 0.8597 | 0.2632 | 0.8597 | 0.9272 |
|
| 387 |
+
| 0.3744 | 9.7391 | 672 | 0.8600 | 0.2632 | 0.8600 | 0.9273 |
|
| 388 |
+
| 0.3744 | 9.7681 | 674 | 0.9075 | 0.2094 | 0.9075 | 0.9526 |
|
| 389 |
+
| 0.3744 | 9.7971 | 676 | 0.9573 | 0.2358 | 0.9573 | 0.9784 |
|
| 390 |
+
| 0.3744 | 9.8261 | 678 | 1.0644 | 0.2002 | 1.0644 | 1.0317 |
|
| 391 |
+
| 0.3744 | 9.8551 | 680 | 1.0808 | 0.2002 | 1.0808 | 1.0396 |
|
| 392 |
+
| 0.3744 | 9.8841 | 682 | 0.9962 | 0.1803 | 0.9962 | 0.9981 |
|
| 393 |
+
| 0.3744 | 9.9130 | 684 | 0.9635 | 0.2537 | 0.9635 | 0.9816 |
|
| 394 |
+
| 0.3744 | 9.9420 | 686 | 0.9228 | 0.2632 | 0.9228 | 0.9606 |
|
| 395 |
+
| 0.3744 | 9.9710 | 688 | 0.9523 | 0.2094 | 0.9523 | 0.9758 |
|
| 396 |
+
| 0.3744 | 10.0 | 690 | 1.0610 | 0.2756 | 1.0610 | 1.0301 |
|
| 397 |
+
| 0.3744 | 10.0290 | 692 | 1.1968 | 0.2412 | 1.1968 | 1.0940 |
|
| 398 |
+
| 0.3744 | 10.0580 | 694 | 1.2476 | 0.1679 | 1.2476 | 1.1170 |
|
| 399 |
+
| 0.3744 | 10.0870 | 696 | 1.1851 | 0.1748 | 1.1851 | 1.0886 |
|
| 400 |
+
| 0.3744 | 10.1159 | 698 | 1.0434 | 0.2756 | 1.0434 | 1.0215 |
|
| 401 |
+
| 0.3744 | 10.1449 | 700 | 0.9067 | 0.2784 | 0.9067 | 0.9522 |
|
| 402 |
+
| 0.3744 | 10.1739 | 702 | 0.8761 | 0.2574 | 0.8761 | 0.9360 |
|
| 403 |
+
| 0.3744 | 10.2029 | 704 | 0.9216 | 0.2410 | 0.9216 | 0.9600 |
|
| 404 |
+
| 0.3744 | 10.2319 | 706 | 0.9930 | 0.2615 | 0.9930 | 0.9965 |
|
| 405 |
+
| 0.3744 | 10.2609 | 708 | 1.0626 | 0.2211 | 1.0626 | 1.0308 |
|
| 406 |
+
| 0.3744 | 10.2899 | 710 | 1.0573 | 0.2211 | 1.0573 | 1.0283 |
|
| 407 |
+
| 0.3744 | 10.3188 | 712 | 1.0980 | 0.2651 | 1.0980 | 1.0478 |
|
| 408 |
+
| 0.3744 | 10.3478 | 714 | 1.1404 | 0.2209 | 1.1404 | 1.0679 |
|
| 409 |
+
| 0.3744 | 10.3768 | 716 | 1.0887 | 0.2017 | 1.0887 | 1.0434 |
|
| 410 |
+
| 0.3744 | 10.4058 | 718 | 0.9835 | 0.2562 | 0.9835 | 0.9917 |
|
| 411 |
+
| 0.3744 | 10.4348 | 720 | 0.8891 | 0.3042 | 0.8891 | 0.9429 |
|
| 412 |
+
| 0.3744 | 10.4638 | 722 | 0.8725 | 0.2784 | 0.8725 | 0.9341 |
|
| 413 |
+
| 0.3744 | 10.4928 | 724 | 0.8802 | 0.2784 | 0.8802 | 0.9382 |
|
| 414 |
+
| 0.3744 | 10.5217 | 726 | 0.9007 | 0.2670 | 0.9007 | 0.9490 |
|
| 415 |
+
| 0.3744 | 10.5507 | 728 | 0.9293 | 0.2358 | 0.9293 | 0.9640 |
|
| 416 |
+
| 0.3744 | 10.5797 | 730 | 0.9558 | 0.2615 | 0.9558 | 0.9777 |
|
| 417 |
+
| 0.3744 | 10.6087 | 732 | 1.0072 | 0.2211 | 1.0072 | 1.0036 |
|
| 418 |
+
| 0.3744 | 10.6377 | 734 | 1.0660 | 0.2002 | 1.0660 | 1.0325 |
|
| 419 |
+
| 0.3744 | 10.6667 | 736 | 1.1060 | 0.2002 | 1.1060 | 1.0516 |
|
| 420 |
+
| 0.3744 | 10.6957 | 738 | 1.0778 | 0.2002 | 1.0778 | 1.0382 |
|
| 421 |
+
| 0.3744 | 10.7246 | 740 | 1.0927 | 0.2002 | 1.0927 | 1.0453 |
|
| 422 |
+
| 0.3744 | 10.7536 | 742 | 1.0790 | 0.2507 | 1.0790 | 1.0388 |
|
| 423 |
+
| 0.3744 | 10.7826 | 744 | 1.0532 | 0.2507 | 1.0532 | 1.0262 |
|
| 424 |
+
| 0.3744 | 10.8116 | 746 | 0.9608 | 0.2964 | 0.9608 | 0.9802 |
|
| 425 |
+
| 0.3744 | 10.8406 | 748 | 0.8475 | 0.2784 | 0.8475 | 0.9206 |
|
| 426 |
+
| 0.3744 | 10.8696 | 750 | 0.8170 | 0.2904 | 0.8170 | 0.9039 |
|
| 427 |
+
| 0.3744 | 10.8986 | 752 | 0.8489 | 0.3497 | 0.8489 | 0.9213 |
|
| 428 |
+
| 0.3744 | 10.9275 | 754 | 0.8679 | 0.3497 | 0.8679 | 0.9316 |
|
| 429 |
+
| 0.3744 | 10.9565 | 756 | 0.8337 | 0.3256 | 0.8337 | 0.9131 |
|
| 430 |
+
| 0.3744 | 10.9855 | 758 | 0.7844 | 0.3329 | 0.7844 | 0.8856 |
|
| 431 |
+
| 0.3744 | 11.0145 | 760 | 0.7693 | 0.3737 | 0.7693 | 0.8771 |
|
| 432 |
+
| 0.3744 | 11.0435 | 762 | 0.7983 | 0.3329 | 0.7983 | 0.8934 |
|
| 433 |
+
| 0.3744 | 11.0725 | 764 | 0.8715 | 0.3359 | 0.8715 | 0.9335 |
|
| 434 |
+
| 0.3744 | 11.1014 | 766 | 0.9870 | 0.3310 | 0.9870 | 0.9935 |
|
| 435 |
+
| 0.3744 | 11.1304 | 768 | 1.0688 | 0.2833 | 1.0688 | 1.0338 |
|
| 436 |
+
| 0.3744 | 11.1594 | 770 | 1.0884 | 0.3006 | 1.0884 | 1.0433 |
|
| 437 |
+
| 0.3744 | 11.1884 | 772 | 1.0308 | 0.2833 | 1.0308 | 1.0153 |
|
| 438 |
+
| 0.3744 | 11.2174 | 774 | 0.9095 | 0.3169 | 0.9095 | 0.9537 |
|
| 439 |
+
| 0.3744 | 11.2464 | 776 | 0.8423 | 0.3409 | 0.8423 | 0.9178 |
|
| 440 |
+
| 0.3744 | 11.2754 | 778 | 0.8093 | 0.3294 | 0.8093 | 0.8996 |
|
| 441 |
+
| 0.3744 | 11.3043 | 780 | 0.8160 | 0.3294 | 0.8160 | 0.9033 |
|
| 442 |
+
| 0.3744 | 11.3333 | 782 | 0.8902 | 0.3169 | 0.8902 | 0.9435 |
|
| 443 |
+
| 0.3744 | 11.3623 | 784 | 1.0343 | 0.2939 | 1.0343 | 1.0170 |
|
| 444 |
+
| 0.3744 | 11.3913 | 786 | 1.1121 | 0.2977 | 1.1121 | 1.0546 |
|
| 445 |
+
| 0.3744 | 11.4203 | 788 | 1.0754 | 0.3029 | 1.0754 | 1.0370 |
|
| 446 |
+
| 0.3744 | 11.4493 | 790 | 0.9771 | 0.3169 | 0.9771 | 0.9885 |
|
| 447 |
+
| 0.3744 | 11.4783 | 792 | 0.9038 | 0.2615 | 0.9038 | 0.9507 |
|
| 448 |
+
| 0.3744 | 11.5072 | 794 | 0.8480 | 0.2463 | 0.8480 | 0.9209 |
|
| 449 |
+
| 0.3744 | 11.5362 | 796 | 0.8033 | 0.2297 | 0.8033 | 0.8963 |
|
| 450 |
+
| 0.3744 | 11.5652 | 798 | 0.8149 | 0.2244 | 0.8149 | 0.9027 |
|
| 451 |
+
| 0.3744 | 11.5942 | 800 | 0.8695 | 0.2094 | 0.8695 | 0.9325 |
|
| 452 |
+
| 0.3744 | 11.6232 | 802 | 0.9013 | 0.2670 | 0.9013 | 0.9494 |
|
| 453 |
+
| 0.3744 | 11.6522 | 804 | 0.9013 | 0.2670 | 0.9013 | 0.9494 |
|
| 454 |
+
| 0.3744 | 11.6812 | 806 | 0.8784 | 0.2670 | 0.8784 | 0.9373 |
|
| 455 |
+
| 0.3744 | 11.7101 | 808 | 0.8710 | 0.2094 | 0.8710 | 0.9333 |
|
| 456 |
+
| 0.3744 | 11.7391 | 810 | 0.8884 | 0.2670 | 0.8884 | 0.9426 |
|
| 457 |
+
| 0.3744 | 11.7681 | 812 | 0.9339 | 0.2670 | 0.9339 | 0.9664 |
|
| 458 |
+
| 0.3744 | 11.7971 | 814 | 0.9003 | 0.2094 | 0.9003 | 0.9488 |
|
| 459 |
+
| 0.3744 | 11.8261 | 816 | 0.8595 | 0.2297 | 0.8595 | 0.9271 |
|
| 460 |
+
| 0.3744 | 11.8551 | 818 | 0.8867 | 0.1822 | 0.8867 | 0.9416 |
|
| 461 |
+
| 0.3744 | 11.8841 | 820 | 0.9792 | 0.2615 | 0.9792 | 0.9895 |
|
| 462 |
+
| 0.3744 | 11.9130 | 822 | 1.1474 | 0.2910 | 1.1474 | 1.0712 |
|
| 463 |
+
| 0.3744 | 11.9420 | 824 | 1.3425 | 0.1568 | 1.3425 | 1.1587 |
|
| 464 |
+
| 0.3744 | 11.9710 | 826 | 1.3854 | 0.1717 | 1.3854 | 1.1770 |
|
| 465 |
+
| 0.3744 | 12.0 | 828 | 1.3266 | 0.1550 | 1.3266 | 1.1518 |
|
| 466 |
+
| 0.3744 | 12.0290 | 830 | 1.1389 | 0.1949 | 1.1389 | 1.0672 |
|
| 467 |
+
| 0.3744 | 12.0580 | 832 | 0.9675 | 0.2615 | 0.9675 | 0.9836 |
|
| 468 |
+
| 0.3744 | 12.0870 | 834 | 0.8915 | 0.1962 | 0.8915 | 0.9442 |
|
| 469 |
+
| 0.3744 | 12.1159 | 836 | 0.8808 | 0.2012 | 0.8808 | 0.9385 |
|
| 470 |
+
| 0.3744 | 12.1449 | 838 | 0.9062 | 0.1584 | 0.9062 | 0.9520 |
|
| 471 |
+
| 0.3744 | 12.1739 | 840 | 0.9902 | 0.2259 | 0.9902 | 0.9951 |
|
| 472 |
+
| 0.3744 | 12.2029 | 842 | 1.0689 | 0.2756 | 1.0689 | 1.0339 |
|
| 473 |
+
| 0.3744 | 12.2319 | 844 | 1.0989 | 0.1747 | 1.0989 | 1.0483 |
|
| 474 |
+
| 0.3744 | 12.2609 | 846 | 1.0582 | 0.2756 | 1.0582 | 1.0287 |
|
| 475 |
+
| 0.3744 | 12.2899 | 848 | 0.9409 | 0.1542 | 0.9409 | 0.9700 |
|
| 476 |
+
| 0.3744 | 12.3188 | 850 | 0.8498 | 0.1648 | 0.8498 | 0.9219 |
|
| 477 |
+
| 0.3744 | 12.3478 | 852 | 0.8344 | 0.1050 | 0.8344 | 0.9135 |
|
| 478 |
+
| 0.3744 | 12.3768 | 854 | 0.8483 | 0.1050 | 0.8483 | 0.9210 |
|
| 479 |
+
| 0.3744 | 12.4058 | 856 | 0.8736 | 0.1142 | 0.8736 | 0.9347 |
|
| 480 |
+
|
| 481 |
+
|
| 482 |
+
### Framework versions
|
| 483 |
+
|
| 484 |
+
- Transformers 4.44.2
|
| 485 |
+
- Pytorch 2.4.0+cu118
|
| 486 |
+
- Datasets 2.21.0
|
| 487 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,32 @@
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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:f00aed1c426f3efe3f53a45533e6c82cd7f28844314ffa3402e28e3107fec785
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bd3da2753de75056995b1017a2f79eb8f6afaa20683c5018a5e405fc8936567a
|
| 3 |
+
size 5368
|