Training in progress, step 500
Browse files- README.md +481 -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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_task2_organization
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| 8 |
+
results: []
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| 9 |
+
---
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| 10 |
+
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| 11 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 12 |
+
should probably proofread and complete it, then remove this comment. -->
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| 13 |
+
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| 14 |
+
# ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_task2_organization
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| 15 |
+
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| 16 |
+
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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| 17 |
+
It achieves the following results on the evaluation set:
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| 18 |
+
- Loss: 1.2393
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| 19 |
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- Qwk: 0.1633
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| 20 |
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- Mse: 1.2393
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| 21 |
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- Rmse: 1.1132
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| 22 |
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| 23 |
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## Model description
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| 24 |
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| 25 |
+
More information needed
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| 26 |
+
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| 27 |
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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 |
+
## 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 |
+
## 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 |
+
### 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 | 0.0476 | 2 | 3.3070 | -0.0340 | 3.3070 | 1.8185 |
|
| 53 |
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| No log | 0.0952 | 4 | 1.7355 | -0.0075 | 1.7355 | 1.3174 |
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| 54 |
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| No log | 0.1429 | 6 | 1.4264 | 0.0394 | 1.4264 | 1.1943 |
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| 55 |
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| No log | 0.1905 | 8 | 1.2344 | 0.1992 | 1.2344 | 1.1111 |
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| 56 |
+
| No log | 0.2381 | 10 | 1.3649 | 0.0179 | 1.3649 | 1.1683 |
|
| 57 |
+
| No log | 0.2857 | 12 | 1.2399 | 0.1590 | 1.2399 | 1.1135 |
|
| 58 |
+
| No log | 0.3333 | 14 | 1.2397 | 0.1458 | 1.2397 | 1.1134 |
|
| 59 |
+
| No log | 0.3810 | 16 | 2.2184 | 0.0052 | 2.2184 | 1.4894 |
|
| 60 |
+
| No log | 0.4286 | 18 | 2.6688 | 0.0385 | 2.6688 | 1.6336 |
|
| 61 |
+
| No log | 0.4762 | 20 | 1.9702 | 0.0987 | 1.9702 | 1.4036 |
|
| 62 |
+
| No log | 0.5238 | 22 | 1.3054 | 0.1320 | 1.3054 | 1.1425 |
|
| 63 |
+
| No log | 0.5714 | 24 | 1.1319 | 0.2471 | 1.1319 | 1.0639 |
|
| 64 |
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| No log | 0.6190 | 26 | 1.1111 | 0.2678 | 1.1111 | 1.0541 |
|
| 65 |
+
| No log | 0.6667 | 28 | 1.1415 | 0.2733 | 1.1415 | 1.0684 |
|
| 66 |
+
| No log | 0.7143 | 30 | 1.2813 | 0.1472 | 1.2813 | 1.1320 |
|
| 67 |
+
| No log | 0.7619 | 32 | 1.3961 | 0.0714 | 1.3961 | 1.1816 |
|
| 68 |
+
| No log | 0.8095 | 34 | 1.3987 | 0.0714 | 1.3987 | 1.1827 |
|
| 69 |
+
| No log | 0.8571 | 36 | 1.2897 | 0.1288 | 1.2897 | 1.1356 |
|
| 70 |
+
| No log | 0.9048 | 38 | 1.1754 | 0.3014 | 1.1754 | 1.0842 |
|
| 71 |
+
| No log | 0.9524 | 40 | 1.1980 | 0.3039 | 1.1980 | 1.0946 |
|
| 72 |
+
| No log | 1.0 | 42 | 1.4146 | 0.1490 | 1.4146 | 1.1894 |
|
| 73 |
+
| No log | 1.0476 | 44 | 1.7836 | 0.0630 | 1.7836 | 1.3355 |
|
| 74 |
+
| No log | 1.0952 | 46 | 2.1280 | 0.0451 | 2.1280 | 1.4588 |
|
| 75 |
+
| No log | 1.1429 | 48 | 1.9988 | 0.0185 | 1.9988 | 1.4138 |
|
| 76 |
+
| No log | 1.1905 | 50 | 1.5678 | 0.1230 | 1.5678 | 1.2521 |
|
| 77 |
+
| No log | 1.2381 | 52 | 1.2080 | 0.2926 | 1.2080 | 1.0991 |
|
| 78 |
+
| No log | 1.2857 | 54 | 1.1639 | 0.2939 | 1.1639 | 1.0788 |
|
| 79 |
+
| No log | 1.3333 | 56 | 1.1959 | 0.1858 | 1.1959 | 1.0936 |
|
| 80 |
+
| No log | 1.3810 | 58 | 1.2193 | 0.1584 | 1.2193 | 1.1042 |
|
| 81 |
+
| No log | 1.4286 | 60 | 1.2854 | 0.1639 | 1.2854 | 1.1338 |
|
| 82 |
+
| No log | 1.4762 | 62 | 1.3136 | 0.1080 | 1.3136 | 1.1461 |
|
| 83 |
+
| No log | 1.5238 | 64 | 1.3591 | 0.1884 | 1.3591 | 1.1658 |
|
| 84 |
+
| No log | 1.5714 | 66 | 1.5854 | 0.2235 | 1.5854 | 1.2591 |
|
| 85 |
+
| No log | 1.6190 | 68 | 1.9070 | 0.1571 | 1.9070 | 1.3809 |
|
| 86 |
+
| No log | 1.6667 | 70 | 2.0223 | 0.1224 | 2.0223 | 1.4221 |
|
| 87 |
+
| No log | 1.7143 | 72 | 1.7761 | 0.2335 | 1.7761 | 1.3327 |
|
| 88 |
+
| No log | 1.7619 | 74 | 1.4561 | 0.1977 | 1.4561 | 1.2067 |
|
| 89 |
+
| No log | 1.8095 | 76 | 1.3981 | 0.2096 | 1.3981 | 1.1824 |
|
| 90 |
+
| No log | 1.8571 | 78 | 1.6325 | 0.1595 | 1.6325 | 1.2777 |
|
| 91 |
+
| No log | 1.9048 | 80 | 1.6542 | 0.1253 | 1.6542 | 1.2862 |
|
| 92 |
+
| No log | 1.9524 | 82 | 1.4974 | 0.0871 | 1.4974 | 1.2237 |
|
| 93 |
+
| No log | 2.0 | 84 | 1.2762 | 0.2311 | 1.2762 | 1.1297 |
|
| 94 |
+
| No log | 2.0476 | 86 | 1.1937 | 0.1977 | 1.1937 | 1.0926 |
|
| 95 |
+
| No log | 2.0952 | 88 | 1.1513 | 0.3102 | 1.1513 | 1.0730 |
|
| 96 |
+
| No log | 2.1429 | 90 | 1.2101 | 0.2342 | 1.2101 | 1.1001 |
|
| 97 |
+
| No log | 2.1905 | 92 | 1.4455 | 0.2568 | 1.4455 | 1.2023 |
|
| 98 |
+
| No log | 2.2381 | 94 | 1.6147 | 0.2605 | 1.6147 | 1.2707 |
|
| 99 |
+
| No log | 2.2857 | 96 | 1.5929 | 0.2605 | 1.5929 | 1.2621 |
|
| 100 |
+
| No log | 2.3333 | 98 | 1.4611 | 0.2927 | 1.4611 | 1.2088 |
|
| 101 |
+
| No log | 2.3810 | 100 | 1.1408 | 0.2299 | 1.1408 | 1.0681 |
|
| 102 |
+
| No log | 2.4286 | 102 | 1.0686 | 0.3151 | 1.0686 | 1.0337 |
|
| 103 |
+
| No log | 2.4762 | 104 | 1.1402 | 0.2514 | 1.1402 | 1.0678 |
|
| 104 |
+
| No log | 2.5238 | 106 | 1.4572 | 0.2059 | 1.4572 | 1.2072 |
|
| 105 |
+
| No log | 2.5714 | 108 | 1.6253 | 0.1000 | 1.6253 | 1.2749 |
|
| 106 |
+
| No log | 2.6190 | 110 | 1.6692 | 0.0892 | 1.6692 | 1.2920 |
|
| 107 |
+
| No log | 2.6667 | 112 | 1.4050 | 0.1877 | 1.4050 | 1.1853 |
|
| 108 |
+
| No log | 2.7143 | 114 | 1.2617 | 0.2732 | 1.2617 | 1.1233 |
|
| 109 |
+
| No log | 2.7619 | 116 | 1.2404 | 0.3033 | 1.2404 | 1.1137 |
|
| 110 |
+
| No log | 2.8095 | 118 | 1.3405 | 0.2397 | 1.3405 | 1.1578 |
|
| 111 |
+
| No log | 2.8571 | 120 | 1.5144 | 0.1667 | 1.5144 | 1.2306 |
|
| 112 |
+
| No log | 2.9048 | 122 | 1.8756 | 0.0821 | 1.8756 | 1.3695 |
|
| 113 |
+
| No log | 2.9524 | 124 | 1.6818 | 0.1306 | 1.6818 | 1.2968 |
|
| 114 |
+
| No log | 3.0 | 126 | 1.3249 | 0.1996 | 1.3249 | 1.1511 |
|
| 115 |
+
| No log | 3.0476 | 128 | 1.2072 | 0.2006 | 1.2072 | 1.0987 |
|
| 116 |
+
| No log | 3.0952 | 130 | 1.2282 | 0.2869 | 1.2282 | 1.1082 |
|
| 117 |
+
| No log | 3.1429 | 132 | 1.2111 | 0.2471 | 1.2111 | 1.1005 |
|
| 118 |
+
| No log | 3.1905 | 134 | 1.2870 | 0.2472 | 1.2870 | 1.1344 |
|
| 119 |
+
| No log | 3.2381 | 136 | 1.8480 | 0.2008 | 1.8480 | 1.3594 |
|
| 120 |
+
| No log | 3.2857 | 138 | 2.2302 | 0.1487 | 2.2302 | 1.4934 |
|
| 121 |
+
| No log | 3.3333 | 140 | 1.9945 | 0.1728 | 1.9945 | 1.4123 |
|
| 122 |
+
| No log | 3.3810 | 142 | 1.4809 | 0.2060 | 1.4809 | 1.2169 |
|
| 123 |
+
| No log | 3.4286 | 144 | 1.2853 | 0.2942 | 1.2853 | 1.1337 |
|
| 124 |
+
| No log | 3.4762 | 146 | 1.2209 | 0.3036 | 1.2209 | 1.1049 |
|
| 125 |
+
| No log | 3.5238 | 148 | 1.2263 | 0.3312 | 1.2263 | 1.1074 |
|
| 126 |
+
| No log | 3.5714 | 150 | 1.3376 | 0.2012 | 1.3376 | 1.1565 |
|
| 127 |
+
| No log | 3.6190 | 152 | 1.5618 | 0.2191 | 1.5618 | 1.2497 |
|
| 128 |
+
| No log | 3.6667 | 154 | 1.8402 | 0.1429 | 1.8402 | 1.3565 |
|
| 129 |
+
| No log | 3.7143 | 156 | 1.7941 | 0.1844 | 1.7941 | 1.3395 |
|
| 130 |
+
| No log | 3.7619 | 158 | 1.5191 | 0.1179 | 1.5191 | 1.2325 |
|
| 131 |
+
| No log | 3.8095 | 160 | 1.4522 | 0.0923 | 1.4522 | 1.2051 |
|
| 132 |
+
| No log | 3.8571 | 162 | 1.4285 | 0.1434 | 1.4285 | 1.1952 |
|
| 133 |
+
| No log | 3.9048 | 164 | 1.4045 | 0.1839 | 1.4045 | 1.1851 |
|
| 134 |
+
| No log | 3.9524 | 166 | 1.3947 | 0.2118 | 1.3947 | 1.1810 |
|
| 135 |
+
| No log | 4.0 | 168 | 1.3203 | 0.1059 | 1.3203 | 1.1491 |
|
| 136 |
+
| No log | 4.0476 | 170 | 1.2983 | 0.2115 | 1.2983 | 1.1394 |
|
| 137 |
+
| No log | 4.0952 | 172 | 1.2915 | 0.1419 | 1.2915 | 1.1364 |
|
| 138 |
+
| No log | 4.1429 | 174 | 1.2695 | 0.1480 | 1.2695 | 1.1267 |
|
| 139 |
+
| No log | 4.1905 | 176 | 1.2911 | 0.1592 | 1.2911 | 1.1363 |
|
| 140 |
+
| No log | 4.2381 | 178 | 1.2469 | 0.1592 | 1.2469 | 1.1166 |
|
| 141 |
+
| No log | 4.2857 | 180 | 1.2282 | 0.2331 | 1.2282 | 1.1082 |
|
| 142 |
+
| No log | 4.3333 | 182 | 1.2694 | 0.2424 | 1.2694 | 1.1267 |
|
| 143 |
+
| No log | 4.3810 | 184 | 1.4031 | 0.2094 | 1.4031 | 1.1845 |
|
| 144 |
+
| No log | 4.4286 | 186 | 1.4756 | 0.2136 | 1.4756 | 1.2148 |
|
| 145 |
+
| No log | 4.4762 | 188 | 1.3572 | 0.1900 | 1.3572 | 1.1650 |
|
| 146 |
+
| No log | 4.5238 | 190 | 1.3257 | 0.2208 | 1.3257 | 1.1514 |
|
| 147 |
+
| No log | 4.5714 | 192 | 1.4760 | 0.2392 | 1.4760 | 1.2149 |
|
| 148 |
+
| No log | 4.6190 | 194 | 1.7455 | 0.0755 | 1.7455 | 1.3212 |
|
| 149 |
+
| No log | 4.6667 | 196 | 1.6292 | 0.1025 | 1.6292 | 1.2764 |
|
| 150 |
+
| No log | 4.7143 | 198 | 1.3322 | 0.1996 | 1.3322 | 1.1542 |
|
| 151 |
+
| No log | 4.7619 | 200 | 1.2456 | 0.2595 | 1.2456 | 1.1161 |
|
| 152 |
+
| No log | 4.8095 | 202 | 1.2793 | 0.0989 | 1.2793 | 1.1311 |
|
| 153 |
+
| No log | 4.8571 | 204 | 1.2333 | 0.1690 | 1.2333 | 1.1105 |
|
| 154 |
+
| No log | 4.9048 | 206 | 1.2193 | 0.2410 | 1.2193 | 1.1042 |
|
| 155 |
+
| No log | 4.9524 | 208 | 1.4001 | 0.1868 | 1.4001 | 1.1833 |
|
| 156 |
+
| No log | 5.0 | 210 | 1.5499 | 0.1863 | 1.5499 | 1.2449 |
|
| 157 |
+
| No log | 5.0476 | 212 | 1.5106 | 0.2418 | 1.5106 | 1.2291 |
|
| 158 |
+
| No log | 5.0952 | 214 | 1.3397 | 0.2611 | 1.3397 | 1.1575 |
|
| 159 |
+
| No log | 5.1429 | 216 | 1.2636 | 0.2786 | 1.2636 | 1.1241 |
|
| 160 |
+
| No log | 5.1905 | 218 | 1.3520 | 0.2851 | 1.3520 | 1.1628 |
|
| 161 |
+
| No log | 5.2381 | 220 | 1.5211 | 0.1230 | 1.5211 | 1.2333 |
|
| 162 |
+
| No log | 5.2857 | 222 | 1.4921 | 0.2181 | 1.4921 | 1.2215 |
|
| 163 |
+
| No log | 5.3333 | 224 | 1.3214 | 0.2219 | 1.3214 | 1.1495 |
|
| 164 |
+
| No log | 5.3810 | 226 | 1.1847 | 0.2723 | 1.1847 | 1.0884 |
|
| 165 |
+
| No log | 5.4286 | 228 | 1.1803 | 0.2723 | 1.1803 | 1.0864 |
|
| 166 |
+
| No log | 5.4762 | 230 | 1.2242 | 0.2796 | 1.2242 | 1.1064 |
|
| 167 |
+
| No log | 5.5238 | 232 | 1.3087 | 0.2985 | 1.3087 | 1.1440 |
|
| 168 |
+
| No log | 5.5714 | 234 | 1.2757 | 0.3027 | 1.2757 | 1.1295 |
|
| 169 |
+
| No log | 5.6190 | 236 | 1.1870 | 0.3329 | 1.1870 | 1.0895 |
|
| 170 |
+
| No log | 5.6667 | 238 | 1.1441 | 0.2739 | 1.1441 | 1.0696 |
|
| 171 |
+
| No log | 5.7143 | 240 | 1.1484 | 0.2306 | 1.1484 | 1.0716 |
|
| 172 |
+
| No log | 5.7619 | 242 | 1.1567 | 0.2374 | 1.1567 | 1.0755 |
|
| 173 |
+
| No log | 5.8095 | 244 | 1.2430 | 0.2078 | 1.2430 | 1.1149 |
|
| 174 |
+
| No log | 5.8571 | 246 | 1.3130 | 0.1615 | 1.3130 | 1.1459 |
|
| 175 |
+
| No log | 5.9048 | 248 | 1.2441 | 0.2075 | 1.2441 | 1.1154 |
|
| 176 |
+
| No log | 5.9524 | 250 | 1.1964 | 0.2048 | 1.1964 | 1.0938 |
|
| 177 |
+
| No log | 6.0 | 252 | 1.2028 | 0.2253 | 1.2028 | 1.0967 |
|
| 178 |
+
| No log | 6.0476 | 254 | 1.2545 | 0.2222 | 1.2545 | 1.1200 |
|
| 179 |
+
| No log | 6.0952 | 256 | 1.2806 | 0.2035 | 1.2806 | 1.1316 |
|
| 180 |
+
| No log | 6.1429 | 258 | 1.2472 | 0.2315 | 1.2472 | 1.1168 |
|
| 181 |
+
| No log | 6.1905 | 260 | 1.2348 | 0.2331 | 1.2348 | 1.1112 |
|
| 182 |
+
| No log | 6.2381 | 262 | 1.2394 | 0.2417 | 1.2394 | 1.1133 |
|
| 183 |
+
| No log | 6.2857 | 264 | 1.2789 | 0.2287 | 1.2789 | 1.1309 |
|
| 184 |
+
| No log | 6.3333 | 266 | 1.3018 | 0.2160 | 1.3018 | 1.1410 |
|
| 185 |
+
| No log | 6.3810 | 268 | 1.1965 | 0.2604 | 1.1965 | 1.0938 |
|
| 186 |
+
| No log | 6.4286 | 270 | 1.1400 | 0.2227 | 1.1400 | 1.0677 |
|
| 187 |
+
| No log | 6.4762 | 272 | 1.1318 | 0.2539 | 1.1318 | 1.0639 |
|
| 188 |
+
| No log | 6.5238 | 274 | 1.1884 | 0.3381 | 1.1884 | 1.0901 |
|
| 189 |
+
| No log | 6.5714 | 276 | 1.2657 | 0.2984 | 1.2657 | 1.1250 |
|
| 190 |
+
| No log | 6.6190 | 278 | 1.2435 | 0.2984 | 1.2435 | 1.1151 |
|
| 191 |
+
| No log | 6.6667 | 280 | 1.2220 | 0.3389 | 1.2220 | 1.1055 |
|
| 192 |
+
| No log | 6.7143 | 282 | 1.1504 | 0.3421 | 1.1504 | 1.0726 |
|
| 193 |
+
| No log | 6.7619 | 284 | 1.1763 | 0.3336 | 1.1763 | 1.0846 |
|
| 194 |
+
| No log | 6.8095 | 286 | 1.2196 | 0.3429 | 1.2196 | 1.1043 |
|
| 195 |
+
| No log | 6.8571 | 288 | 1.2570 | 0.2909 | 1.2570 | 1.1212 |
|
| 196 |
+
| No log | 6.9048 | 290 | 1.2391 | 0.3035 | 1.2391 | 1.1131 |
|
| 197 |
+
| No log | 6.9524 | 292 | 1.2461 | 0.2602 | 1.2461 | 1.1163 |
|
| 198 |
+
| No log | 7.0 | 294 | 1.2592 | 0.2490 | 1.2592 | 1.1221 |
|
| 199 |
+
| No log | 7.0476 | 296 | 1.2964 | 0.3154 | 1.2964 | 1.1386 |
|
| 200 |
+
| No log | 7.0952 | 298 | 1.3388 | 0.2698 | 1.3388 | 1.1571 |
|
| 201 |
+
| No log | 7.1429 | 300 | 1.2704 | 0.3220 | 1.2704 | 1.1271 |
|
| 202 |
+
| No log | 7.1905 | 302 | 1.1963 | 0.2588 | 1.1963 | 1.0938 |
|
| 203 |
+
| No log | 7.2381 | 304 | 1.1988 | 0.3567 | 1.1988 | 1.0949 |
|
| 204 |
+
| No log | 7.2857 | 306 | 1.2393 | 0.3446 | 1.2393 | 1.1132 |
|
| 205 |
+
| No log | 7.3333 | 308 | 1.4334 | 0.2806 | 1.4334 | 1.1972 |
|
| 206 |
+
| No log | 7.3810 | 310 | 1.5342 | 0.2182 | 1.5342 | 1.2386 |
|
| 207 |
+
| No log | 7.4286 | 312 | 1.4026 | 0.2903 | 1.4026 | 1.1843 |
|
| 208 |
+
| No log | 7.4762 | 314 | 1.2413 | 0.3161 | 1.2413 | 1.1141 |
|
| 209 |
+
| No log | 7.5238 | 316 | 1.1602 | 0.3834 | 1.1602 | 1.0771 |
|
| 210 |
+
| No log | 7.5714 | 318 | 1.1171 | 0.2404 | 1.1171 | 1.0569 |
|
| 211 |
+
| No log | 7.6190 | 320 | 1.1194 | 0.2404 | 1.1194 | 1.0580 |
|
| 212 |
+
| No log | 7.6667 | 322 | 1.2033 | 0.3287 | 1.2033 | 1.0970 |
|
| 213 |
+
| No log | 7.7143 | 324 | 1.2665 | 0.3601 | 1.2665 | 1.1254 |
|
| 214 |
+
| No log | 7.7619 | 326 | 1.2161 | 0.3149 | 1.2161 | 1.1028 |
|
| 215 |
+
| No log | 7.8095 | 328 | 1.1414 | 0.1951 | 1.1414 | 1.0683 |
|
| 216 |
+
| No log | 7.8571 | 330 | 1.1582 | 0.2020 | 1.1582 | 1.0762 |
|
| 217 |
+
| No log | 7.9048 | 332 | 1.1547 | 0.1928 | 1.1547 | 1.0746 |
|
| 218 |
+
| No log | 7.9524 | 334 | 1.1503 | 0.2241 | 1.1503 | 1.0725 |
|
| 219 |
+
| No log | 8.0 | 336 | 1.2054 | 0.2261 | 1.2054 | 1.0979 |
|
| 220 |
+
| No log | 8.0476 | 338 | 1.3067 | 0.2824 | 1.3067 | 1.1431 |
|
| 221 |
+
| No log | 8.0952 | 340 | 1.3340 | 0.2624 | 1.3340 | 1.1550 |
|
| 222 |
+
| No log | 8.1429 | 342 | 1.3776 | 0.2259 | 1.3776 | 1.1737 |
|
| 223 |
+
| No log | 8.1905 | 344 | 1.4951 | 0.1720 | 1.4951 | 1.2228 |
|
| 224 |
+
| No log | 8.2381 | 346 | 1.3980 | 0.1792 | 1.3980 | 1.1824 |
|
| 225 |
+
| No log | 8.2857 | 348 | 1.3160 | 0.1620 | 1.3160 | 1.1472 |
|
| 226 |
+
| No log | 8.3333 | 350 | 1.3573 | 0.1473 | 1.3573 | 1.1650 |
|
| 227 |
+
| No log | 8.3810 | 352 | 1.3572 | 0.1475 | 1.3572 | 1.1650 |
|
| 228 |
+
| No log | 8.4286 | 354 | 1.4079 | 0.1388 | 1.4079 | 1.1866 |
|
| 229 |
+
| No log | 8.4762 | 356 | 1.6477 | 0.0749 | 1.6477 | 1.2836 |
|
| 230 |
+
| No log | 8.5238 | 358 | 1.7396 | 0.0132 | 1.7396 | 1.3189 |
|
| 231 |
+
| No log | 8.5714 | 360 | 1.5924 | 0.1814 | 1.5924 | 1.2619 |
|
| 232 |
+
| No log | 8.6190 | 362 | 1.5042 | 0.1536 | 1.5042 | 1.2264 |
|
| 233 |
+
| No log | 8.6667 | 364 | 1.4548 | 0.0783 | 1.4548 | 1.2061 |
|
| 234 |
+
| No log | 8.7143 | 366 | 1.4188 | 0.1075 | 1.4188 | 1.1911 |
|
| 235 |
+
| No log | 8.7619 | 368 | 1.3870 | 0.1241 | 1.3870 | 1.1777 |
|
| 236 |
+
| No log | 8.8095 | 370 | 1.3941 | 0.1328 | 1.3941 | 1.1807 |
|
| 237 |
+
| No log | 8.8571 | 372 | 1.3825 | 0.1446 | 1.3825 | 1.1758 |
|
| 238 |
+
| No log | 8.9048 | 374 | 1.3514 | 0.1179 | 1.3514 | 1.1625 |
|
| 239 |
+
| No log | 8.9524 | 376 | 1.3414 | 0.1906 | 1.3414 | 1.1582 |
|
| 240 |
+
| No log | 9.0 | 378 | 1.3462 | 0.1444 | 1.3462 | 1.1602 |
|
| 241 |
+
| No log | 9.0476 | 380 | 1.3254 | 0.2368 | 1.3254 | 1.1513 |
|
| 242 |
+
| No log | 9.0952 | 382 | 1.3367 | 0.1606 | 1.3367 | 1.1562 |
|
| 243 |
+
| No log | 9.1429 | 384 | 1.3971 | 0.2851 | 1.3971 | 1.1820 |
|
| 244 |
+
| No log | 9.1905 | 386 | 1.4069 | 0.2230 | 1.4069 | 1.1861 |
|
| 245 |
+
| No log | 9.2381 | 388 | 1.3846 | 0.2230 | 1.3846 | 1.1767 |
|
| 246 |
+
| No log | 9.2857 | 390 | 1.3589 | 0.2920 | 1.3589 | 1.1657 |
|
| 247 |
+
| No log | 9.3333 | 392 | 1.3096 | 0.2876 | 1.3096 | 1.1444 |
|
| 248 |
+
| No log | 9.3810 | 394 | 1.2565 | 0.1859 | 1.2565 | 1.1210 |
|
| 249 |
+
| No log | 9.4286 | 396 | 1.2453 | 0.1681 | 1.2453 | 1.1159 |
|
| 250 |
+
| No log | 9.4762 | 398 | 1.2620 | 0.2376 | 1.2620 | 1.1234 |
|
| 251 |
+
| No log | 9.5238 | 400 | 1.3191 | 0.2699 | 1.3191 | 1.1485 |
|
| 252 |
+
| No log | 9.5714 | 402 | 1.2985 | 0.3321 | 1.2985 | 1.1395 |
|
| 253 |
+
| No log | 9.6190 | 404 | 1.2453 | 0.2989 | 1.2453 | 1.1159 |
|
| 254 |
+
| No log | 9.6667 | 406 | 1.1991 | 0.1681 | 1.1991 | 1.0950 |
|
| 255 |
+
| No log | 9.7143 | 408 | 1.2089 | 0.2485 | 1.2089 | 1.0995 |
|
| 256 |
+
| No log | 9.7619 | 410 | 1.2756 | 0.2770 | 1.2756 | 1.1294 |
|
| 257 |
+
| No log | 9.8095 | 412 | 1.4003 | 0.2304 | 1.4003 | 1.1833 |
|
| 258 |
+
| No log | 9.8571 | 414 | 1.4553 | 0.2484 | 1.4553 | 1.2064 |
|
| 259 |
+
| No log | 9.9048 | 416 | 1.4198 | 0.2685 | 1.4198 | 1.1915 |
|
| 260 |
+
| No log | 9.9524 | 418 | 1.3328 | 0.2526 | 1.3328 | 1.1545 |
|
| 261 |
+
| No log | 10.0 | 420 | 1.2593 | 0.2557 | 1.2593 | 1.1222 |
|
| 262 |
+
| No log | 10.0476 | 422 | 1.2355 | 0.2568 | 1.2355 | 1.1115 |
|
| 263 |
+
| No log | 10.0952 | 424 | 1.1907 | 0.1648 | 1.1907 | 1.0912 |
|
| 264 |
+
| No log | 10.1429 | 426 | 1.1616 | 0.2965 | 1.1616 | 1.0778 |
|
| 265 |
+
| No log | 10.1905 | 428 | 1.2703 | 0.2560 | 1.2703 | 1.1271 |
|
| 266 |
+
| No log | 10.2381 | 430 | 1.4269 | 0.1652 | 1.4269 | 1.1945 |
|
| 267 |
+
| No log | 10.2857 | 432 | 1.4277 | 0.1652 | 1.4277 | 1.1949 |
|
| 268 |
+
| No log | 10.3333 | 434 | 1.2781 | 0.2654 | 1.2781 | 1.1305 |
|
| 269 |
+
| No log | 10.3810 | 436 | 1.1613 | 0.2915 | 1.1613 | 1.0776 |
|
| 270 |
+
| No log | 10.4286 | 438 | 1.1969 | 0.1506 | 1.1969 | 1.0940 |
|
| 271 |
+
| No log | 10.4762 | 440 | 1.2226 | 0.1648 | 1.2226 | 1.1057 |
|
| 272 |
+
| No log | 10.5238 | 442 | 1.1919 | 0.1840 | 1.1919 | 1.0917 |
|
| 273 |
+
| No log | 10.5714 | 444 | 1.1896 | 0.2767 | 1.1896 | 1.0907 |
|
| 274 |
+
| No log | 10.6190 | 446 | 1.1809 | 0.2902 | 1.1809 | 1.0867 |
|
| 275 |
+
| No log | 10.6667 | 448 | 1.1975 | 0.3421 | 1.1975 | 1.0943 |
|
| 276 |
+
| No log | 10.7143 | 450 | 1.2511 | 0.3231 | 1.2511 | 1.1185 |
|
| 277 |
+
| No log | 10.7619 | 452 | 1.3341 | 0.2539 | 1.3341 | 1.1550 |
|
| 278 |
+
| No log | 10.8095 | 454 | 1.3099 | 0.2492 | 1.3099 | 1.1445 |
|
| 279 |
+
| No log | 10.8571 | 456 | 1.2055 | 0.2403 | 1.2055 | 1.0980 |
|
| 280 |
+
| No log | 10.9048 | 458 | 1.1774 | 0.2318 | 1.1774 | 1.0851 |
|
| 281 |
+
| No log | 10.9524 | 460 | 1.2254 | 0.2145 | 1.2254 | 1.1070 |
|
| 282 |
+
| No log | 11.0 | 462 | 1.2406 | 0.2058 | 1.2406 | 1.1138 |
|
| 283 |
+
| No log | 11.0476 | 464 | 1.2107 | 0.1419 | 1.2107 | 1.1003 |
|
| 284 |
+
| No log | 11.0952 | 466 | 1.2068 | 0.1959 | 1.2068 | 1.0985 |
|
| 285 |
+
| No log | 11.1429 | 468 | 1.3197 | 0.2593 | 1.3197 | 1.1488 |
|
| 286 |
+
| No log | 11.1905 | 470 | 1.3745 | 0.2268 | 1.3745 | 1.1724 |
|
| 287 |
+
| No log | 11.2381 | 472 | 1.3726 | 0.2391 | 1.3726 | 1.1716 |
|
| 288 |
+
| No log | 11.2857 | 474 | 1.3129 | 0.2945 | 1.3129 | 1.1458 |
|
| 289 |
+
| No log | 11.3333 | 476 | 1.3185 | 0.2945 | 1.3185 | 1.1483 |
|
| 290 |
+
| No log | 11.3810 | 478 | 1.3141 | 0.2945 | 1.3141 | 1.1463 |
|
| 291 |
+
| No log | 11.4286 | 480 | 1.3259 | 0.2945 | 1.3259 | 1.1515 |
|
| 292 |
+
| No log | 11.4762 | 482 | 1.3769 | 0.2431 | 1.3769 | 1.1734 |
|
| 293 |
+
| No log | 11.5238 | 484 | 1.3758 | 0.2035 | 1.3758 | 1.1729 |
|
| 294 |
+
| No log | 11.5714 | 486 | 1.2808 | 0.2302 | 1.2808 | 1.1317 |
|
| 295 |
+
| No log | 11.6190 | 488 | 1.2452 | 0.2167 | 1.2452 | 1.1159 |
|
| 296 |
+
| No log | 11.6667 | 490 | 1.2608 | 0.2110 | 1.2608 | 1.1228 |
|
| 297 |
+
| No log | 11.7143 | 492 | 1.2515 | 0.2303 | 1.2515 | 1.1187 |
|
| 298 |
+
| No log | 11.7619 | 494 | 1.2674 | 0.2118 | 1.2674 | 1.1258 |
|
| 299 |
+
| No log | 11.8095 | 496 | 1.3742 | 0.1655 | 1.3742 | 1.1722 |
|
| 300 |
+
| No log | 11.8571 | 498 | 1.4101 | 0.0852 | 1.4101 | 1.1875 |
|
| 301 |
+
| 0.3865 | 11.9048 | 500 | 1.3141 | 0.1990 | 1.3141 | 1.1463 |
|
| 302 |
+
| 0.3865 | 11.9524 | 502 | 1.2328 | 0.2988 | 1.2328 | 1.1103 |
|
| 303 |
+
| 0.3865 | 12.0 | 504 | 1.1970 | 0.2363 | 1.1970 | 1.0941 |
|
| 304 |
+
| 0.3865 | 12.0476 | 506 | 1.1798 | 0.2226 | 1.1798 | 1.0862 |
|
| 305 |
+
| 0.3865 | 12.0952 | 508 | 1.1789 | 0.3034 | 1.1789 | 1.0858 |
|
| 306 |
+
| 0.3865 | 12.1429 | 510 | 1.1640 | 0.2776 | 1.1640 | 1.0789 |
|
| 307 |
+
| 0.3865 | 12.1905 | 512 | 1.1528 | 0.2988 | 1.1528 | 1.0737 |
|
| 308 |
+
| 0.3865 | 12.2381 | 514 | 1.1523 | 0.2647 | 1.1523 | 1.0734 |
|
| 309 |
+
| 0.3865 | 12.2857 | 516 | 1.1656 | 0.2689 | 1.1656 | 1.0796 |
|
| 310 |
+
| 0.3865 | 12.3333 | 518 | 1.1729 | 0.2417 | 1.1729 | 1.0830 |
|
| 311 |
+
| 0.3865 | 12.3810 | 520 | 1.1799 | 0.2601 | 1.1799 | 1.0862 |
|
| 312 |
+
| 0.3865 | 12.4286 | 522 | 1.1985 | 0.2988 | 1.1985 | 1.0947 |
|
| 313 |
+
| 0.3865 | 12.4762 | 524 | 1.2162 | 0.2795 | 1.2162 | 1.1028 |
|
| 314 |
+
| 0.3865 | 12.5238 | 526 | 1.2045 | 0.2795 | 1.2045 | 1.0975 |
|
| 315 |
+
| 0.3865 | 12.5714 | 528 | 1.1953 | 0.2795 | 1.1953 | 1.0933 |
|
| 316 |
+
| 0.3865 | 12.6190 | 530 | 1.2033 | 0.2795 | 1.2033 | 1.0970 |
|
| 317 |
+
| 0.3865 | 12.6667 | 532 | 1.2168 | 0.2700 | 1.2168 | 1.1031 |
|
| 318 |
+
| 0.3865 | 12.7143 | 534 | 1.1967 | 0.2712 | 1.1967 | 1.0939 |
|
| 319 |
+
| 0.3865 | 12.7619 | 536 | 1.2000 | 0.2712 | 1.2000 | 1.0955 |
|
| 320 |
+
| 0.3865 | 12.8095 | 538 | 1.1844 | 0.3250 | 1.1844 | 1.0883 |
|
| 321 |
+
| 0.3865 | 12.8571 | 540 | 1.1952 | 0.3133 | 1.1952 | 1.0932 |
|
| 322 |
+
| 0.3865 | 12.9048 | 542 | 1.1991 | 0.3133 | 1.1991 | 1.0951 |
|
| 323 |
+
| 0.3865 | 12.9524 | 544 | 1.2059 | 0.2918 | 1.2059 | 1.0981 |
|
| 324 |
+
| 0.3865 | 13.0 | 546 | 1.2436 | 0.2795 | 1.2436 | 1.1152 |
|
| 325 |
+
| 0.3865 | 13.0476 | 548 | 1.2640 | 0.2605 | 1.2640 | 1.1243 |
|
| 326 |
+
| 0.3865 | 13.0952 | 550 | 1.2807 | 0.2588 | 1.2807 | 1.1317 |
|
| 327 |
+
| 0.3865 | 13.1429 | 552 | 1.2532 | 0.2712 | 1.2532 | 1.1194 |
|
| 328 |
+
| 0.3865 | 13.1905 | 554 | 1.2503 | 0.2712 | 1.2503 | 1.1182 |
|
| 329 |
+
| 0.3865 | 13.2381 | 556 | 1.2833 | 0.2588 | 1.2833 | 1.1328 |
|
| 330 |
+
| 0.3865 | 13.2857 | 558 | 1.2987 | 0.2389 | 1.2987 | 1.1396 |
|
| 331 |
+
| 0.3865 | 13.3333 | 560 | 1.2743 | 0.2712 | 1.2743 | 1.1288 |
|
| 332 |
+
| 0.3865 | 13.3810 | 562 | 1.2489 | 0.2712 | 1.2489 | 1.1176 |
|
| 333 |
+
| 0.3865 | 13.4286 | 564 | 1.2156 | 0.2918 | 1.2156 | 1.1026 |
|
| 334 |
+
| 0.3865 | 13.4762 | 566 | 1.1919 | 0.2918 | 1.1919 | 1.0917 |
|
| 335 |
+
| 0.3865 | 13.5238 | 568 | 1.1975 | 0.2461 | 1.1975 | 1.0943 |
|
| 336 |
+
| 0.3865 | 13.5714 | 570 | 1.2037 | 0.2605 | 1.2037 | 1.0971 |
|
| 337 |
+
| 0.3865 | 13.6190 | 572 | 1.1907 | 0.2389 | 1.1907 | 1.0912 |
|
| 338 |
+
| 0.3865 | 13.6667 | 574 | 1.1976 | 0.2541 | 1.1976 | 1.0943 |
|
| 339 |
+
| 0.3865 | 13.7143 | 576 | 1.2078 | 0.2266 | 1.2078 | 1.0990 |
|
| 340 |
+
| 0.3865 | 13.7619 | 578 | 1.2246 | 0.2497 | 1.2246 | 1.1066 |
|
| 341 |
+
| 0.3865 | 13.8095 | 580 | 1.2194 | 0.2698 | 1.2194 | 1.1043 |
|
| 342 |
+
| 0.3865 | 13.8571 | 582 | 1.1854 | 0.2108 | 1.1854 | 1.0888 |
|
| 343 |
+
| 0.3865 | 13.9048 | 584 | 1.1505 | 0.2923 | 1.1505 | 1.0726 |
|
| 344 |
+
| 0.3865 | 13.9524 | 586 | 1.1570 | 0.2918 | 1.1570 | 1.0756 |
|
| 345 |
+
| 0.3865 | 14.0 | 588 | 1.1671 | 0.3174 | 1.1671 | 1.0803 |
|
| 346 |
+
| 0.3865 | 14.0476 | 590 | 1.1916 | 0.2588 | 1.1916 | 1.0916 |
|
| 347 |
+
| 0.3865 | 14.0952 | 592 | 1.2001 | 0.2637 | 1.2001 | 1.0955 |
|
| 348 |
+
| 0.3865 | 14.1429 | 594 | 1.1921 | 0.2637 | 1.1921 | 1.0918 |
|
| 349 |
+
| 0.3865 | 14.1905 | 596 | 1.2003 | 0.2637 | 1.2003 | 1.0956 |
|
| 350 |
+
| 0.3865 | 14.2381 | 598 | 1.1792 | 0.3741 | 1.1792 | 1.0859 |
|
| 351 |
+
| 0.3865 | 14.2857 | 600 | 1.1724 | 0.2076 | 1.1724 | 1.0828 |
|
| 352 |
+
| 0.3865 | 14.3333 | 602 | 1.1814 | 0.2016 | 1.1814 | 1.0869 |
|
| 353 |
+
| 0.3865 | 14.3810 | 604 | 1.1611 | 0.1396 | 1.1611 | 1.0776 |
|
| 354 |
+
| 0.3865 | 14.4286 | 606 | 1.1480 | 0.2892 | 1.1480 | 1.0715 |
|
| 355 |
+
| 0.3865 | 14.4762 | 608 | 1.2021 | 0.2844 | 1.2021 | 1.0964 |
|
| 356 |
+
| 0.3865 | 14.5238 | 610 | 1.2562 | 0.2088 | 1.2562 | 1.1208 |
|
| 357 |
+
| 0.3865 | 14.5714 | 612 | 1.3483 | 0.2056 | 1.3483 | 1.1612 |
|
| 358 |
+
| 0.3865 | 14.6190 | 614 | 1.3650 | 0.2012 | 1.3650 | 1.1683 |
|
| 359 |
+
| 0.3865 | 14.6667 | 616 | 1.3168 | 0.2385 | 1.3168 | 1.1475 |
|
| 360 |
+
| 0.3865 | 14.7143 | 618 | 1.2540 | 0.2832 | 1.2540 | 1.1198 |
|
| 361 |
+
| 0.3865 | 14.7619 | 620 | 1.2197 | 0.2795 | 1.2197 | 1.1044 |
|
| 362 |
+
| 0.3865 | 14.8095 | 622 | 1.2196 | 0.2795 | 1.2196 | 1.1044 |
|
| 363 |
+
| 0.3865 | 14.8571 | 624 | 1.2519 | 0.2308 | 1.2519 | 1.1189 |
|
| 364 |
+
| 0.3865 | 14.9048 | 626 | 1.3427 | 0.2444 | 1.3427 | 1.1588 |
|
| 365 |
+
| 0.3865 | 14.9524 | 628 | 1.5554 | 0.1707 | 1.5554 | 1.2472 |
|
| 366 |
+
| 0.3865 | 15.0 | 630 | 1.6610 | 0.1481 | 1.6610 | 1.2888 |
|
| 367 |
+
| 0.3865 | 15.0476 | 632 | 1.5794 | 0.1991 | 1.5794 | 1.2567 |
|
| 368 |
+
| 0.3865 | 15.0952 | 634 | 1.3666 | 0.2385 | 1.3666 | 1.1690 |
|
| 369 |
+
| 0.3865 | 15.1429 | 636 | 1.2057 | 0.3162 | 1.2057 | 1.0980 |
|
| 370 |
+
| 0.3865 | 15.1905 | 638 | 1.1695 | 0.2602 | 1.1695 | 1.0814 |
|
| 371 |
+
| 0.3865 | 15.2381 | 640 | 1.1593 | 0.3101 | 1.1593 | 1.0767 |
|
| 372 |
+
| 0.3865 | 15.2857 | 642 | 1.1613 | 0.3741 | 1.1613 | 1.0776 |
|
| 373 |
+
| 0.3865 | 15.3333 | 644 | 1.1571 | 0.2939 | 1.1571 | 1.0757 |
|
| 374 |
+
| 0.3865 | 15.3810 | 646 | 1.2051 | 0.2824 | 1.2051 | 1.0978 |
|
| 375 |
+
| 0.3865 | 15.4286 | 648 | 1.2414 | 0.2316 | 1.2414 | 1.1142 |
|
| 376 |
+
| 0.3865 | 15.4762 | 650 | 1.2069 | 0.2748 | 1.2069 | 1.0986 |
|
| 377 |
+
| 0.3865 | 15.5238 | 652 | 1.1437 | 0.3199 | 1.1437 | 1.0694 |
|
| 378 |
+
| 0.3865 | 15.5714 | 654 | 1.1147 | 0.3788 | 1.1147 | 1.0558 |
|
| 379 |
+
| 0.3865 | 15.6190 | 656 | 1.1203 | 0.3152 | 1.1203 | 1.0584 |
|
| 380 |
+
| 0.3865 | 15.6667 | 658 | 1.1280 | 0.3016 | 1.1280 | 1.0621 |
|
| 381 |
+
| 0.3865 | 15.7143 | 660 | 1.1475 | 0.3059 | 1.1475 | 1.0712 |
|
| 382 |
+
| 0.3865 | 15.7619 | 662 | 1.2057 | 0.2896 | 1.2057 | 1.0981 |
|
| 383 |
+
| 0.3865 | 15.8095 | 664 | 1.2756 | 0.2744 | 1.2756 | 1.1294 |
|
| 384 |
+
| 0.3865 | 15.8571 | 666 | 1.2815 | 0.2140 | 1.2815 | 1.1321 |
|
| 385 |
+
| 0.3865 | 15.9048 | 668 | 1.2210 | 0.2233 | 1.2210 | 1.1050 |
|
| 386 |
+
| 0.3865 | 15.9524 | 670 | 1.1679 | 0.3133 | 1.1679 | 1.0807 |
|
| 387 |
+
| 0.3865 | 16.0 | 672 | 1.1498 | 0.2489 | 1.1498 | 1.0723 |
|
| 388 |
+
| 0.3865 | 16.0476 | 674 | 1.1491 | 0.2344 | 1.1491 | 1.0719 |
|
| 389 |
+
| 0.3865 | 16.0952 | 676 | 1.1522 | 0.2776 | 1.1522 | 1.0734 |
|
| 390 |
+
| 0.3865 | 16.1429 | 678 | 1.1728 | 0.3381 | 1.1728 | 1.0829 |
|
| 391 |
+
| 0.3865 | 16.1905 | 680 | 1.1768 | 0.3381 | 1.1768 | 1.0848 |
|
| 392 |
+
| 0.3865 | 16.2381 | 682 | 1.1410 | 0.2795 | 1.1410 | 1.0682 |
|
| 393 |
+
| 0.3865 | 16.2857 | 684 | 1.1220 | 0.2794 | 1.1220 | 1.0592 |
|
| 394 |
+
| 0.3865 | 16.3333 | 686 | 1.1117 | 0.3113 | 1.1117 | 1.0544 |
|
| 395 |
+
| 0.3865 | 16.3810 | 688 | 1.1162 | 0.3184 | 1.1162 | 1.0565 |
|
| 396 |
+
| 0.3865 | 16.4286 | 690 | 1.1449 | 0.2913 | 1.1449 | 1.0700 |
|
| 397 |
+
| 0.3865 | 16.4762 | 692 | 1.2015 | 0.3033 | 1.2015 | 1.0962 |
|
| 398 |
+
| 0.3865 | 16.5238 | 694 | 1.2881 | 0.2143 | 1.2881 | 1.1350 |
|
| 399 |
+
| 0.3865 | 16.5714 | 696 | 1.3227 | 0.2228 | 1.3227 | 1.1501 |
|
| 400 |
+
| 0.3865 | 16.6190 | 698 | 1.3369 | 0.2052 | 1.3369 | 1.1562 |
|
| 401 |
+
| 0.3865 | 16.6667 | 700 | 1.3144 | 0.2657 | 1.3144 | 1.1465 |
|
| 402 |
+
| 0.3865 | 16.7143 | 702 | 1.2652 | 0.2149 | 1.2652 | 1.1248 |
|
| 403 |
+
| 0.3865 | 16.7619 | 704 | 1.2370 | 0.2466 | 1.2370 | 1.1122 |
|
| 404 |
+
| 0.3865 | 16.8095 | 706 | 1.2304 | 0.2395 | 1.2304 | 1.1092 |
|
| 405 |
+
| 0.3865 | 16.8571 | 708 | 1.2278 | 0.2395 | 1.2278 | 1.1081 |
|
| 406 |
+
| 0.3865 | 16.9048 | 710 | 1.2431 | 0.2918 | 1.2431 | 1.1149 |
|
| 407 |
+
| 0.3865 | 16.9524 | 712 | 1.2334 | 0.3174 | 1.2334 | 1.1106 |
|
| 408 |
+
| 0.3865 | 17.0 | 714 | 1.2298 | 0.2466 | 1.2298 | 1.1090 |
|
| 409 |
+
| 0.3865 | 17.0476 | 716 | 1.2614 | 0.3463 | 1.2614 | 1.1231 |
|
| 410 |
+
| 0.3865 | 17.0952 | 718 | 1.2739 | 0.2805 | 1.2739 | 1.1287 |
|
| 411 |
+
| 0.3865 | 17.1429 | 720 | 1.3051 | 0.2670 | 1.3051 | 1.1424 |
|
| 412 |
+
| 0.3865 | 17.1905 | 722 | 1.2835 | 0.2397 | 1.2835 | 1.1329 |
|
| 413 |
+
| 0.3865 | 17.2381 | 724 | 1.2444 | 0.2824 | 1.2444 | 1.1155 |
|
| 414 |
+
| 0.3865 | 17.2857 | 726 | 1.2518 | 0.2169 | 1.2518 | 1.1188 |
|
| 415 |
+
| 0.3865 | 17.3333 | 728 | 1.2986 | 0.1905 | 1.2986 | 1.1395 |
|
| 416 |
+
| 0.3865 | 17.3810 | 730 | 1.3080 | 0.1581 | 1.3080 | 1.1437 |
|
| 417 |
+
| 0.3865 | 17.4286 | 732 | 1.2790 | 0.1905 | 1.2790 | 1.1309 |
|
| 418 |
+
| 0.3865 | 17.4762 | 734 | 1.2370 | 0.2918 | 1.2370 | 1.1122 |
|
| 419 |
+
| 0.3865 | 17.5238 | 736 | 1.2209 | 0.2215 | 1.2209 | 1.1049 |
|
| 420 |
+
| 0.3865 | 17.5714 | 738 | 1.2215 | 0.2215 | 1.2215 | 1.1052 |
|
| 421 |
+
| 0.3865 | 17.6190 | 740 | 1.2185 | 0.2004 | 1.2185 | 1.1039 |
|
| 422 |
+
| 0.3865 | 17.6667 | 742 | 1.2317 | 0.3542 | 1.2317 | 1.1098 |
|
| 423 |
+
| 0.3865 | 17.7143 | 744 | 1.2399 | 0.2804 | 1.2399 | 1.1135 |
|
| 424 |
+
| 0.3865 | 17.7619 | 746 | 1.2581 | 0.2664 | 1.2581 | 1.1217 |
|
| 425 |
+
| 0.3865 | 17.8095 | 748 | 1.2647 | 0.2723 | 1.2647 | 1.1246 |
|
| 426 |
+
| 0.3865 | 17.8571 | 750 | 1.2596 | 0.2263 | 1.2596 | 1.1223 |
|
| 427 |
+
| 0.3865 | 17.9048 | 752 | 1.2428 | 0.2344 | 1.2428 | 1.1148 |
|
| 428 |
+
| 0.3865 | 17.9524 | 754 | 1.2256 | 0.2941 | 1.2256 | 1.1071 |
|
| 429 |
+
| 0.3865 | 18.0 | 756 | 1.2118 | 0.2210 | 1.2118 | 1.1008 |
|
| 430 |
+
| 0.3865 | 18.0476 | 758 | 1.1991 | 0.2012 | 1.1991 | 1.0950 |
|
| 431 |
+
| 0.3865 | 18.0952 | 760 | 1.1944 | 0.2395 | 1.1944 | 1.0929 |
|
| 432 |
+
| 0.3865 | 18.1429 | 762 | 1.1957 | 0.2001 | 1.1957 | 1.0935 |
|
| 433 |
+
| 0.3865 | 18.1905 | 764 | 1.2103 | 0.2311 | 1.2103 | 1.1001 |
|
| 434 |
+
| 0.3865 | 18.2381 | 766 | 1.2618 | 0.3203 | 1.2618 | 1.1233 |
|
| 435 |
+
| 0.3865 | 18.2857 | 768 | 1.3491 | 0.2987 | 1.3491 | 1.1615 |
|
| 436 |
+
| 0.3865 | 18.3333 | 770 | 1.3615 | 0.3330 | 1.3615 | 1.1668 |
|
| 437 |
+
| 0.3865 | 18.3810 | 772 | 1.3225 | 0.3139 | 1.3225 | 1.1500 |
|
| 438 |
+
| 0.3865 | 18.4286 | 774 | 1.3028 | 0.2504 | 1.3028 | 1.1414 |
|
| 439 |
+
| 0.3865 | 18.4762 | 776 | 1.2812 | 0.2991 | 1.2812 | 1.1319 |
|
| 440 |
+
| 0.3865 | 18.5238 | 778 | 1.2523 | 0.2991 | 1.2523 | 1.1190 |
|
| 441 |
+
| 0.3865 | 18.5714 | 780 | 1.2369 | 0.2991 | 1.2369 | 1.1122 |
|
| 442 |
+
| 0.3865 | 18.6190 | 782 | 1.2163 | 0.2311 | 1.2163 | 1.1028 |
|
| 443 |
+
| 0.3865 | 18.6667 | 784 | 1.2129 | 0.2804 | 1.2129 | 1.1013 |
|
| 444 |
+
| 0.3865 | 18.7143 | 786 | 1.2225 | 0.2824 | 1.2225 | 1.1057 |
|
| 445 |
+
| 0.3865 | 18.7619 | 788 | 1.2148 | 0.2871 | 1.2148 | 1.1022 |
|
| 446 |
+
| 0.3865 | 18.8095 | 790 | 1.2038 | 0.2966 | 1.2038 | 1.0972 |
|
| 447 |
+
| 0.3865 | 18.8571 | 792 | 1.2035 | 0.2969 | 1.2035 | 1.0970 |
|
| 448 |
+
| 0.3865 | 18.9048 | 794 | 1.2045 | 0.2541 | 1.2045 | 1.0975 |
|
| 449 |
+
| 0.3865 | 18.9524 | 796 | 1.2065 | 0.2919 | 1.2065 | 1.0984 |
|
| 450 |
+
| 0.3865 | 19.0 | 798 | 1.2161 | 0.3013 | 1.2161 | 1.1028 |
|
| 451 |
+
| 0.3865 | 19.0476 | 800 | 1.2379 | 0.2410 | 1.2379 | 1.1126 |
|
| 452 |
+
| 0.3865 | 19.0952 | 802 | 1.2377 | 0.2824 | 1.2377 | 1.1125 |
|
| 453 |
+
| 0.3865 | 19.1429 | 804 | 1.2002 | 0.2089 | 1.2002 | 1.0956 |
|
| 454 |
+
| 0.3865 | 19.1905 | 806 | 1.1925 | 0.2089 | 1.1925 | 1.0920 |
|
| 455 |
+
| 0.3865 | 19.2381 | 808 | 1.2002 | 0.2452 | 1.2002 | 1.0955 |
|
| 456 |
+
| 0.3865 | 19.2857 | 810 | 1.2039 | 0.2663 | 1.2039 | 1.0972 |
|
| 457 |
+
| 0.3865 | 19.3333 | 812 | 1.2320 | 0.2458 | 1.2320 | 1.1099 |
|
| 458 |
+
| 0.3865 | 19.3810 | 814 | 1.2150 | 0.2663 | 1.2150 | 1.1023 |
|
| 459 |
+
| 0.3865 | 19.4286 | 816 | 1.2134 | 0.2287 | 1.2134 | 1.1016 |
|
| 460 |
+
| 0.3865 | 19.4762 | 818 | 1.2028 | 0.2785 | 1.2028 | 1.0967 |
|
| 461 |
+
| 0.3865 | 19.5238 | 820 | 1.1950 | 0.2785 | 1.1950 | 1.0931 |
|
| 462 |
+
| 0.3865 | 19.5714 | 822 | 1.1852 | 0.2459 | 1.1852 | 1.0887 |
|
| 463 |
+
| 0.3865 | 19.6190 | 824 | 1.1896 | 0.1705 | 1.1896 | 1.0907 |
|
| 464 |
+
| 0.3865 | 19.6667 | 826 | 1.2043 | 0.1856 | 1.2043 | 1.0974 |
|
| 465 |
+
| 0.3865 | 19.7143 | 828 | 1.2242 | 0.2147 | 1.2242 | 1.1064 |
|
| 466 |
+
| 0.3865 | 19.7619 | 830 | 1.2830 | 0.2410 | 1.2830 | 1.1327 |
|
| 467 |
+
| 0.3865 | 19.8095 | 832 | 1.3127 | 0.2786 | 1.3127 | 1.1457 |
|
| 468 |
+
| 0.3865 | 19.8571 | 834 | 1.2944 | 0.2287 | 1.2944 | 1.1377 |
|
| 469 |
+
| 0.3865 | 19.9048 | 836 | 1.2787 | 0.1741 | 1.2787 | 1.1308 |
|
| 470 |
+
| 0.3865 | 19.9524 | 838 | 1.2785 | 0.1741 | 1.2785 | 1.1307 |
|
| 471 |
+
| 0.3865 | 20.0 | 840 | 1.2581 | 0.1600 | 1.2581 | 1.1217 |
|
| 472 |
+
| 0.3865 | 20.0476 | 842 | 1.2459 | 0.1770 | 1.2459 | 1.1162 |
|
| 473 |
+
| 0.3865 | 20.0952 | 844 | 1.2393 | 0.1633 | 1.2393 | 1.1132 |
|
| 474 |
+
|
| 475 |
+
|
| 476 |
+
### Framework versions
|
| 477 |
+
|
| 478 |
+
- Transformers 4.44.2
|
| 479 |
+
- Pytorch 2.4.0+cu118
|
| 480 |
+
- Datasets 2.21.0
|
| 481 |
+
- 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
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| 2 |
+
oid sha256:208ab0338f3ce2350003332952cabc6d71a4c5e55a49bcc455d79f100e5bbfc4
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c35f0ee73450fc33730c44ba2904d13d02362c9477d981a1ae840610efa5a742
|
| 3 |
+
size 5304
|