Training in progress, step 500
Browse files- README.md +564 -0
- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
ADDED
|
@@ -0,0 +1,564 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
library_name: transformers
|
| 3 |
+
base_model: aubmindlab/bert-base-arabertv02
|
| 4 |
+
tags:
|
| 5 |
+
- generated_from_trainer
|
| 6 |
+
model-index:
|
| 7 |
+
- name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_task1_organization
|
| 8 |
+
results: []
|
| 9 |
+
---
|
| 10 |
+
|
| 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. -->
|
| 13 |
+
|
| 14 |
+
# ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_task1_organization
|
| 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.
|
| 17 |
+
It achieves the following results on the evaluation set:
|
| 18 |
+
- Loss: 0.6787
|
| 19 |
+
- Qwk: 0.7517
|
| 20 |
+
- Mse: 0.6787
|
| 21 |
+
- Rmse: 0.8238
|
| 22 |
+
|
| 23 |
+
## Model description
|
| 24 |
+
|
| 25 |
+
More information needed
|
| 26 |
+
|
| 27 |
+
## Intended uses & limitations
|
| 28 |
+
|
| 29 |
+
More information needed
|
| 30 |
+
|
| 31 |
+
## Training and evaluation data
|
| 32 |
+
|
| 33 |
+
More information needed
|
| 34 |
+
|
| 35 |
+
## Training procedure
|
| 36 |
+
|
| 37 |
+
### Training hyperparameters
|
| 38 |
+
|
| 39 |
+
The following hyperparameters were used during training:
|
| 40 |
+
- learning_rate: 2e-05
|
| 41 |
+
- train_batch_size: 8
|
| 42 |
+
- eval_batch_size: 8
|
| 43 |
+
- seed: 42
|
| 44 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 45 |
+
- lr_scheduler_type: linear
|
| 46 |
+
- num_epochs: 100
|
| 47 |
+
|
| 48 |
+
### Training results
|
| 49 |
+
|
| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|
| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.1333 | 2 | 7.1363 | 0.0 | 7.1363 | 2.6714 |
|
| 53 |
+
| No log | 0.2667 | 4 | 4.3575 | 0.1044 | 4.3575 | 2.0875 |
|
| 54 |
+
| No log | 0.4 | 6 | 3.1148 | 0.0599 | 3.1148 | 1.7649 |
|
| 55 |
+
| No log | 0.5333 | 8 | 3.2841 | 0.0130 | 3.2841 | 1.8122 |
|
| 56 |
+
| No log | 0.6667 | 10 | 3.4122 | -0.0637 | 3.4122 | 1.8472 |
|
| 57 |
+
| No log | 0.8 | 12 | 2.1827 | 0.0500 | 2.1827 | 1.4774 |
|
| 58 |
+
| No log | 0.9333 | 14 | 1.8154 | 0.1538 | 1.8154 | 1.3474 |
|
| 59 |
+
| No log | 1.0667 | 16 | 1.8828 | 0.1346 | 1.8828 | 1.3721 |
|
| 60 |
+
| No log | 1.2 | 18 | 1.8498 | 0.1165 | 1.8498 | 1.3601 |
|
| 61 |
+
| No log | 1.3333 | 20 | 1.7595 | 0.0396 | 1.7595 | 1.3265 |
|
| 62 |
+
| No log | 1.4667 | 22 | 1.5720 | 0.1524 | 1.5720 | 1.2538 |
|
| 63 |
+
| No log | 1.6 | 24 | 1.5567 | 0.2124 | 1.5567 | 1.2477 |
|
| 64 |
+
| No log | 1.7333 | 26 | 1.8363 | 0.3231 | 1.8363 | 1.3551 |
|
| 65 |
+
| No log | 1.8667 | 28 | 1.8032 | 0.3817 | 1.8032 | 1.3428 |
|
| 66 |
+
| No log | 2.0 | 30 | 1.5666 | 0.4032 | 1.5666 | 1.2517 |
|
| 67 |
+
| No log | 2.1333 | 32 | 1.4537 | 0.3390 | 1.4537 | 1.2057 |
|
| 68 |
+
| No log | 2.2667 | 34 | 1.4980 | 0.3529 | 1.4980 | 1.2239 |
|
| 69 |
+
| No log | 2.4 | 36 | 1.5038 | 0.4228 | 1.5038 | 1.2263 |
|
| 70 |
+
| No log | 2.5333 | 38 | 1.3975 | 0.2931 | 1.3975 | 1.1822 |
|
| 71 |
+
| No log | 2.6667 | 40 | 1.2377 | 0.3333 | 1.2377 | 1.1125 |
|
| 72 |
+
| No log | 2.8 | 42 | 1.1838 | 0.4174 | 1.1838 | 1.0880 |
|
| 73 |
+
| No log | 2.9333 | 44 | 1.2976 | 0.3684 | 1.2976 | 1.1391 |
|
| 74 |
+
| No log | 3.0667 | 46 | 1.4628 | 0.2243 | 1.4628 | 1.2095 |
|
| 75 |
+
| No log | 3.2 | 48 | 1.5133 | 0.3276 | 1.5133 | 1.2302 |
|
| 76 |
+
| No log | 3.3333 | 50 | 1.3786 | 0.4320 | 1.3786 | 1.1741 |
|
| 77 |
+
| No log | 3.4667 | 52 | 1.2667 | 0.5373 | 1.2667 | 1.1255 |
|
| 78 |
+
| No log | 3.6 | 54 | 1.3960 | 0.5298 | 1.3960 | 1.1815 |
|
| 79 |
+
| No log | 3.7333 | 56 | 1.3987 | 0.5263 | 1.3987 | 1.1827 |
|
| 80 |
+
| No log | 3.8667 | 58 | 1.2132 | 0.5733 | 1.2132 | 1.1014 |
|
| 81 |
+
| No log | 4.0 | 60 | 0.9722 | 0.6164 | 0.9722 | 0.9860 |
|
| 82 |
+
| No log | 4.1333 | 62 | 0.9078 | 0.6308 | 0.9078 | 0.9528 |
|
| 83 |
+
| No log | 4.2667 | 64 | 0.9303 | 0.5827 | 0.9303 | 0.9645 |
|
| 84 |
+
| No log | 4.4 | 66 | 1.0123 | 0.528 | 1.0123 | 1.0062 |
|
| 85 |
+
| No log | 4.5333 | 68 | 1.0874 | 0.5344 | 1.0874 | 1.0428 |
|
| 86 |
+
| No log | 4.6667 | 70 | 1.2660 | 0.5113 | 1.2660 | 1.1252 |
|
| 87 |
+
| No log | 4.8 | 72 | 1.3282 | 0.5205 | 1.3282 | 1.1525 |
|
| 88 |
+
| No log | 4.9333 | 74 | 1.0946 | 0.6267 | 1.0946 | 1.0462 |
|
| 89 |
+
| No log | 5.0667 | 76 | 0.9228 | 0.6438 | 0.9228 | 0.9606 |
|
| 90 |
+
| No log | 5.2 | 78 | 0.8659 | 0.6324 | 0.8659 | 0.9306 |
|
| 91 |
+
| No log | 5.3333 | 80 | 0.9288 | 0.6074 | 0.9288 | 0.9638 |
|
| 92 |
+
| No log | 5.4667 | 82 | 1.0097 | 0.528 | 1.0097 | 1.0048 |
|
| 93 |
+
| No log | 5.6 | 84 | 1.0021 | 0.5781 | 1.0021 | 1.0010 |
|
| 94 |
+
| No log | 5.7333 | 86 | 1.0000 | 0.5581 | 1.0000 | 1.0000 |
|
| 95 |
+
| No log | 5.8667 | 88 | 1.0599 | 0.5630 | 1.0599 | 1.0295 |
|
| 96 |
+
| No log | 6.0 | 90 | 1.0098 | 0.5970 | 1.0098 | 1.0049 |
|
| 97 |
+
| No log | 6.1333 | 92 | 0.9088 | 0.6423 | 0.9088 | 0.9533 |
|
| 98 |
+
| No log | 6.2667 | 94 | 0.9083 | 0.6370 | 0.9083 | 0.9530 |
|
| 99 |
+
| No log | 6.4 | 96 | 0.8994 | 0.6418 | 0.8994 | 0.9484 |
|
| 100 |
+
| No log | 6.5333 | 98 | 0.8869 | 0.6260 | 0.8869 | 0.9417 |
|
| 101 |
+
| No log | 6.6667 | 100 | 0.8705 | 0.6222 | 0.8705 | 0.9330 |
|
| 102 |
+
| No log | 6.8 | 102 | 0.8900 | 0.6901 | 0.8900 | 0.9434 |
|
| 103 |
+
| No log | 6.9333 | 104 | 0.8881 | 0.6901 | 0.8881 | 0.9424 |
|
| 104 |
+
| No log | 7.0667 | 106 | 0.8079 | 0.6714 | 0.8079 | 0.8989 |
|
| 105 |
+
| No log | 7.2 | 108 | 0.7927 | 0.6806 | 0.7927 | 0.8903 |
|
| 106 |
+
| No log | 7.3333 | 110 | 0.8790 | 0.6667 | 0.8790 | 0.9376 |
|
| 107 |
+
| No log | 7.4667 | 112 | 0.9904 | 0.6119 | 0.9904 | 0.9952 |
|
| 108 |
+
| No log | 7.6 | 114 | 1.0279 | 0.6119 | 1.0279 | 1.0139 |
|
| 109 |
+
| No log | 7.7333 | 116 | 1.0837 | 0.6165 | 1.0837 | 1.0410 |
|
| 110 |
+
| No log | 7.8667 | 118 | 1.0869 | 0.5714 | 1.0869 | 1.0426 |
|
| 111 |
+
| No log | 8.0 | 120 | 0.9057 | 0.6308 | 0.9057 | 0.9517 |
|
| 112 |
+
| No log | 8.1333 | 122 | 0.7993 | 0.6617 | 0.7993 | 0.8940 |
|
| 113 |
+
| No log | 8.2667 | 124 | 0.8136 | 0.6575 | 0.8136 | 0.9020 |
|
| 114 |
+
| No log | 8.4 | 126 | 0.7739 | 0.6849 | 0.7739 | 0.8797 |
|
| 115 |
+
| No log | 8.5333 | 128 | 0.7055 | 0.7682 | 0.7055 | 0.8400 |
|
| 116 |
+
| No log | 8.6667 | 130 | 0.7358 | 0.7152 | 0.7358 | 0.8578 |
|
| 117 |
+
| No log | 8.8 | 132 | 0.8409 | 0.7042 | 0.8409 | 0.9170 |
|
| 118 |
+
| No log | 8.9333 | 134 | 0.9346 | 0.6569 | 0.9346 | 0.9668 |
|
| 119 |
+
| No log | 9.0667 | 136 | 0.9673 | 0.6618 | 0.9673 | 0.9835 |
|
| 120 |
+
| No log | 9.2 | 138 | 0.9584 | 0.6901 | 0.9584 | 0.9790 |
|
| 121 |
+
| No log | 9.3333 | 140 | 0.8945 | 0.6164 | 0.8945 | 0.9458 |
|
| 122 |
+
| No log | 9.4667 | 142 | 0.8012 | 0.7123 | 0.8012 | 0.8951 |
|
| 123 |
+
| No log | 9.6 | 144 | 0.7684 | 0.7067 | 0.7684 | 0.8766 |
|
| 124 |
+
| No log | 9.7333 | 146 | 0.7820 | 0.7114 | 0.7820 | 0.8843 |
|
| 125 |
+
| No log | 9.8667 | 148 | 0.7825 | 0.7075 | 0.7825 | 0.8846 |
|
| 126 |
+
| No log | 10.0 | 150 | 0.8068 | 0.6944 | 0.8068 | 0.8982 |
|
| 127 |
+
| No log | 10.1333 | 152 | 0.9188 | 0.6715 | 0.9188 | 0.9585 |
|
| 128 |
+
| No log | 10.2667 | 154 | 0.9228 | 0.6471 | 0.9228 | 0.9606 |
|
| 129 |
+
| No log | 10.4 | 156 | 0.8859 | 0.6857 | 0.8859 | 0.9412 |
|
| 130 |
+
| No log | 10.5333 | 158 | 0.8696 | 0.6815 | 0.8696 | 0.9325 |
|
| 131 |
+
| No log | 10.6667 | 160 | 0.8847 | 0.6815 | 0.8847 | 0.9406 |
|
| 132 |
+
| No log | 10.8 | 162 | 0.9556 | 0.6377 | 0.9556 | 0.9775 |
|
| 133 |
+
| No log | 10.9333 | 164 | 1.0598 | 0.5775 | 1.0598 | 1.0295 |
|
| 134 |
+
| No log | 11.0667 | 166 | 0.9837 | 0.6395 | 0.9837 | 0.9918 |
|
| 135 |
+
| No log | 11.2 | 168 | 0.7940 | 0.7034 | 0.7940 | 0.8911 |
|
| 136 |
+
| No log | 11.3333 | 170 | 0.7187 | 0.7123 | 0.7187 | 0.8477 |
|
| 137 |
+
| No log | 11.4667 | 172 | 0.7479 | 0.7347 | 0.7479 | 0.8648 |
|
| 138 |
+
| No log | 11.6 | 174 | 0.7831 | 0.7550 | 0.7831 | 0.8850 |
|
| 139 |
+
| No log | 11.7333 | 176 | 0.7492 | 0.7517 | 0.7492 | 0.8656 |
|
| 140 |
+
| No log | 11.8667 | 178 | 0.7879 | 0.6667 | 0.7879 | 0.8877 |
|
| 141 |
+
| No log | 12.0 | 180 | 0.8900 | 0.6620 | 0.8900 | 0.9434 |
|
| 142 |
+
| No log | 12.1333 | 182 | 0.8616 | 0.6324 | 0.8616 | 0.9282 |
|
| 143 |
+
| No log | 12.2667 | 184 | 0.8345 | 0.6471 | 0.8345 | 0.9135 |
|
| 144 |
+
| No log | 12.4 | 186 | 0.8331 | 0.6667 | 0.8331 | 0.9127 |
|
| 145 |
+
| No log | 12.5333 | 188 | 0.7882 | 0.6763 | 0.7882 | 0.8878 |
|
| 146 |
+
| No log | 12.6667 | 190 | 0.7268 | 0.7083 | 0.7268 | 0.8525 |
|
| 147 |
+
| No log | 12.8 | 192 | 0.6988 | 0.7361 | 0.6988 | 0.8359 |
|
| 148 |
+
| No log | 12.9333 | 194 | 0.6930 | 0.7273 | 0.6930 | 0.8325 |
|
| 149 |
+
| No log | 13.0667 | 196 | 0.7010 | 0.7222 | 0.7010 | 0.8373 |
|
| 150 |
+
| No log | 13.2 | 198 | 0.6728 | 0.7222 | 0.6728 | 0.8202 |
|
| 151 |
+
| No log | 13.3333 | 200 | 0.6453 | 0.7586 | 0.6453 | 0.8033 |
|
| 152 |
+
| No log | 13.4667 | 202 | 0.6953 | 0.7310 | 0.6953 | 0.8339 |
|
| 153 |
+
| No log | 13.6 | 204 | 0.8081 | 0.7 | 0.8081 | 0.8989 |
|
| 154 |
+
| No log | 13.7333 | 206 | 0.8794 | 0.6809 | 0.8794 | 0.9378 |
|
| 155 |
+
| No log | 13.8667 | 208 | 0.9133 | 0.6569 | 0.9133 | 0.9557 |
|
| 156 |
+
| No log | 14.0 | 210 | 0.8916 | 0.6809 | 0.8916 | 0.9443 |
|
| 157 |
+
| No log | 14.1333 | 212 | 0.8511 | 0.7 | 0.8511 | 0.9226 |
|
| 158 |
+
| No log | 14.2667 | 214 | 0.8456 | 0.6763 | 0.8456 | 0.9196 |
|
| 159 |
+
| No log | 14.4 | 216 | 0.8441 | 0.6857 | 0.8441 | 0.9188 |
|
| 160 |
+
| No log | 14.5333 | 218 | 0.8414 | 0.6715 | 0.8414 | 0.9173 |
|
| 161 |
+
| No log | 14.6667 | 220 | 0.8466 | 0.6809 | 0.8466 | 0.9201 |
|
| 162 |
+
| No log | 14.8 | 222 | 0.8619 | 0.7123 | 0.8619 | 0.9284 |
|
| 163 |
+
| No log | 14.9333 | 224 | 0.9534 | 0.6447 | 0.9534 | 0.9764 |
|
| 164 |
+
| No log | 15.0667 | 226 | 0.9730 | 0.6711 | 0.9730 | 0.9864 |
|
| 165 |
+
| No log | 15.2 | 228 | 0.9063 | 0.6438 | 0.9063 | 0.9520 |
|
| 166 |
+
| No log | 15.3333 | 230 | 0.8295 | 0.7432 | 0.8295 | 0.9108 |
|
| 167 |
+
| No log | 15.4667 | 232 | 0.8224 | 0.7083 | 0.8224 | 0.9069 |
|
| 168 |
+
| No log | 15.6 | 234 | 0.8038 | 0.7183 | 0.8038 | 0.8966 |
|
| 169 |
+
| No log | 15.7333 | 236 | 0.8253 | 0.7397 | 0.8253 | 0.9084 |
|
| 170 |
+
| No log | 15.8667 | 238 | 0.8884 | 0.6301 | 0.8884 | 0.9426 |
|
| 171 |
+
| No log | 16.0 | 240 | 1.0313 | 0.6154 | 1.0313 | 1.0155 |
|
| 172 |
+
| No log | 16.1333 | 242 | 1.0622 | 0.5960 | 1.0622 | 1.0306 |
|
| 173 |
+
| No log | 16.2667 | 244 | 0.9195 | 0.6187 | 0.9195 | 0.9589 |
|
| 174 |
+
| No log | 16.4 | 246 | 0.8043 | 0.6861 | 0.8043 | 0.8968 |
|
| 175 |
+
| No log | 16.5333 | 248 | 0.7978 | 0.6901 | 0.7978 | 0.8932 |
|
| 176 |
+
| No log | 16.6667 | 250 | 0.7944 | 0.7222 | 0.7944 | 0.8913 |
|
| 177 |
+
| No log | 16.8 | 252 | 0.7797 | 0.6522 | 0.7797 | 0.8830 |
|
| 178 |
+
| No log | 16.9333 | 254 | 0.8424 | 0.6667 | 0.8424 | 0.9178 |
|
| 179 |
+
| No log | 17.0667 | 256 | 0.9231 | 0.6154 | 0.9231 | 0.9608 |
|
| 180 |
+
| No log | 17.2 | 258 | 0.8908 | 0.6479 | 0.8908 | 0.9438 |
|
| 181 |
+
| No log | 17.3333 | 260 | 0.7987 | 0.7133 | 0.7987 | 0.8937 |
|
| 182 |
+
| No log | 17.4667 | 262 | 0.7657 | 0.6667 | 0.7657 | 0.8751 |
|
| 183 |
+
| No log | 17.6 | 264 | 0.7603 | 0.7273 | 0.7603 | 0.8720 |
|
| 184 |
+
| No log | 17.7333 | 266 | 0.7589 | 0.7172 | 0.7589 | 0.8711 |
|
| 185 |
+
| No log | 17.8667 | 268 | 0.7625 | 0.7397 | 0.7625 | 0.8732 |
|
| 186 |
+
| No log | 18.0 | 270 | 0.7721 | 0.7550 | 0.7721 | 0.8787 |
|
| 187 |
+
| No log | 18.1333 | 272 | 0.7931 | 0.7383 | 0.7931 | 0.8905 |
|
| 188 |
+
| No log | 18.2667 | 274 | 0.8064 | 0.6993 | 0.8064 | 0.8980 |
|
| 189 |
+
| No log | 18.4 | 276 | 0.8560 | 0.6715 | 0.8560 | 0.9252 |
|
| 190 |
+
| No log | 18.5333 | 278 | 0.9423 | 0.6099 | 0.9423 | 0.9707 |
|
| 191 |
+
| No log | 18.6667 | 280 | 1.0061 | 0.5915 | 1.0061 | 1.0031 |
|
| 192 |
+
| No log | 18.8 | 282 | 0.9500 | 0.5816 | 0.9500 | 0.9747 |
|
| 193 |
+
| No log | 18.9333 | 284 | 0.8827 | 0.6667 | 0.8827 | 0.9395 |
|
| 194 |
+
| No log | 19.0667 | 286 | 0.8751 | 0.6763 | 0.8751 | 0.9355 |
|
| 195 |
+
| No log | 19.2 | 288 | 0.9201 | 0.6174 | 0.9201 | 0.9592 |
|
| 196 |
+
| No log | 19.3333 | 290 | 0.9517 | 0.6667 | 0.9517 | 0.9755 |
|
| 197 |
+
| No log | 19.4667 | 292 | 0.9301 | 0.6748 | 0.9301 | 0.9644 |
|
| 198 |
+
| No log | 19.6 | 294 | 0.7988 | 0.7073 | 0.7988 | 0.8938 |
|
| 199 |
+
| No log | 19.7333 | 296 | 0.6975 | 0.7381 | 0.6975 | 0.8351 |
|
| 200 |
+
| No log | 19.8667 | 298 | 0.6855 | 0.7381 | 0.6855 | 0.8280 |
|
| 201 |
+
| No log | 20.0 | 300 | 0.7428 | 0.7531 | 0.7428 | 0.8619 |
|
| 202 |
+
| No log | 20.1333 | 302 | 0.8699 | 0.6624 | 0.8699 | 0.9327 |
|
| 203 |
+
| No log | 20.2667 | 304 | 0.9470 | 0.6456 | 0.9470 | 0.9731 |
|
| 204 |
+
| No log | 20.4 | 306 | 0.8798 | 0.6538 | 0.8798 | 0.9380 |
|
| 205 |
+
| No log | 20.5333 | 308 | 0.7858 | 0.7152 | 0.7858 | 0.8865 |
|
| 206 |
+
| No log | 20.6667 | 310 | 0.7762 | 0.6974 | 0.7762 | 0.8810 |
|
| 207 |
+
| No log | 20.8 | 312 | 0.8066 | 0.6753 | 0.8066 | 0.8981 |
|
| 208 |
+
| No log | 20.9333 | 314 | 0.8282 | 0.6887 | 0.8282 | 0.9101 |
|
| 209 |
+
| No log | 21.0667 | 316 | 0.7856 | 0.75 | 0.7856 | 0.8864 |
|
| 210 |
+
| No log | 21.2 | 318 | 0.7214 | 0.7310 | 0.7214 | 0.8493 |
|
| 211 |
+
| No log | 21.3333 | 320 | 0.6965 | 0.7417 | 0.6965 | 0.8346 |
|
| 212 |
+
| No log | 21.4667 | 322 | 0.6884 | 0.7532 | 0.6884 | 0.8297 |
|
| 213 |
+
| No log | 21.6 | 324 | 0.6854 | 0.7467 | 0.6854 | 0.8279 |
|
| 214 |
+
| No log | 21.7333 | 326 | 0.7024 | 0.7651 | 0.7024 | 0.8381 |
|
| 215 |
+
| No log | 21.8667 | 328 | 0.7400 | 0.7285 | 0.7400 | 0.8602 |
|
| 216 |
+
| No log | 22.0 | 330 | 0.7830 | 0.7248 | 0.7830 | 0.8849 |
|
| 217 |
+
| No log | 22.1333 | 332 | 0.7933 | 0.7075 | 0.7933 | 0.8907 |
|
| 218 |
+
| No log | 22.2667 | 334 | 0.7998 | 0.6800 | 0.7998 | 0.8943 |
|
| 219 |
+
| No log | 22.4 | 336 | 0.7842 | 0.6993 | 0.7842 | 0.8855 |
|
| 220 |
+
| No log | 22.5333 | 338 | 0.7764 | 0.7237 | 0.7764 | 0.8811 |
|
| 221 |
+
| No log | 22.6667 | 340 | 0.7687 | 0.7083 | 0.7687 | 0.8767 |
|
| 222 |
+
| No log | 22.8 | 342 | 0.7955 | 0.7075 | 0.7955 | 0.8919 |
|
| 223 |
+
| No log | 22.9333 | 344 | 0.8172 | 0.6944 | 0.8172 | 0.9040 |
|
| 224 |
+
| No log | 23.0667 | 346 | 0.8288 | 0.6993 | 0.8288 | 0.9104 |
|
| 225 |
+
| No log | 23.2 | 348 | 0.8016 | 0.7222 | 0.8016 | 0.8953 |
|
| 226 |
+
| No log | 23.3333 | 350 | 0.7678 | 0.7383 | 0.7678 | 0.8763 |
|
| 227 |
+
| No log | 23.4667 | 352 | 0.7641 | 0.7260 | 0.7641 | 0.8742 |
|
| 228 |
+
| No log | 23.6 | 354 | 0.7513 | 0.7517 | 0.7513 | 0.8668 |
|
| 229 |
+
| No log | 23.7333 | 356 | 0.7265 | 0.7843 | 0.7265 | 0.8523 |
|
| 230 |
+
| No log | 23.8667 | 358 | 0.7223 | 0.7843 | 0.7223 | 0.8499 |
|
| 231 |
+
| No log | 24.0 | 360 | 0.7337 | 0.7792 | 0.7337 | 0.8566 |
|
| 232 |
+
| No log | 24.1333 | 362 | 0.7489 | 0.7368 | 0.7489 | 0.8654 |
|
| 233 |
+
| No log | 24.2667 | 364 | 0.7804 | 0.7211 | 0.7804 | 0.8834 |
|
| 234 |
+
| No log | 24.4 | 366 | 0.8412 | 0.7075 | 0.8412 | 0.9172 |
|
| 235 |
+
| No log | 24.5333 | 368 | 0.8586 | 0.6993 | 0.8586 | 0.9266 |
|
| 236 |
+
| No log | 24.6667 | 370 | 0.8408 | 0.6761 | 0.8408 | 0.9169 |
|
| 237 |
+
| No log | 24.8 | 372 | 0.8409 | 0.6618 | 0.8409 | 0.9170 |
|
| 238 |
+
| No log | 24.9333 | 374 | 0.8154 | 0.6618 | 0.8154 | 0.9030 |
|
| 239 |
+
| No log | 25.0667 | 376 | 0.8087 | 0.6866 | 0.8087 | 0.8993 |
|
| 240 |
+
| No log | 25.2 | 378 | 0.7853 | 0.6815 | 0.7853 | 0.8862 |
|
| 241 |
+
| No log | 25.3333 | 380 | 0.7537 | 0.6861 | 0.7537 | 0.8681 |
|
| 242 |
+
| No log | 25.4667 | 382 | 0.7252 | 0.7483 | 0.7252 | 0.8516 |
|
| 243 |
+
| No log | 25.6 | 384 | 0.7045 | 0.7432 | 0.7045 | 0.8394 |
|
| 244 |
+
| No log | 25.7333 | 386 | 0.7079 | 0.7368 | 0.7079 | 0.8414 |
|
| 245 |
+
| No log | 25.8667 | 388 | 0.7174 | 0.7260 | 0.7174 | 0.8470 |
|
| 246 |
+
| No log | 26.0 | 390 | 0.7343 | 0.7222 | 0.7343 | 0.8569 |
|
| 247 |
+
| No log | 26.1333 | 392 | 0.7652 | 0.7222 | 0.7652 | 0.8748 |
|
| 248 |
+
| No log | 26.2667 | 394 | 0.7844 | 0.7050 | 0.7844 | 0.8857 |
|
| 249 |
+
| No log | 26.4 | 396 | 0.7937 | 0.6861 | 0.7937 | 0.8909 |
|
| 250 |
+
| No log | 26.5333 | 398 | 0.8029 | 0.7194 | 0.8029 | 0.8960 |
|
| 251 |
+
| No log | 26.6667 | 400 | 0.7857 | 0.6939 | 0.7857 | 0.8864 |
|
| 252 |
+
| No log | 26.8 | 402 | 0.7713 | 0.7067 | 0.7713 | 0.8783 |
|
| 253 |
+
| No log | 26.9333 | 404 | 0.7490 | 0.7020 | 0.7490 | 0.8655 |
|
| 254 |
+
| No log | 27.0667 | 406 | 0.7396 | 0.7222 | 0.7396 | 0.8600 |
|
| 255 |
+
| No log | 27.2 | 408 | 0.7473 | 0.7376 | 0.7473 | 0.8645 |
|
| 256 |
+
| No log | 27.3333 | 410 | 0.7870 | 0.7027 | 0.7870 | 0.8871 |
|
| 257 |
+
| No log | 27.4667 | 412 | 0.8296 | 0.6711 | 0.8296 | 0.9108 |
|
| 258 |
+
| No log | 27.6 | 414 | 0.7971 | 0.7162 | 0.7971 | 0.8928 |
|
| 259 |
+
| No log | 27.7333 | 416 | 0.7486 | 0.7248 | 0.7486 | 0.8652 |
|
| 260 |
+
| No log | 27.8667 | 418 | 0.7176 | 0.7534 | 0.7176 | 0.8471 |
|
| 261 |
+
| No log | 28.0 | 420 | 0.7163 | 0.7467 | 0.7163 | 0.8463 |
|
| 262 |
+
| No log | 28.1333 | 422 | 0.7441 | 0.7582 | 0.7441 | 0.8626 |
|
| 263 |
+
| No log | 28.2667 | 424 | 0.7833 | 0.6980 | 0.7833 | 0.8851 |
|
| 264 |
+
| No log | 28.4 | 426 | 0.7959 | 0.6980 | 0.7959 | 0.8921 |
|
| 265 |
+
| No log | 28.5333 | 428 | 0.8255 | 0.6803 | 0.8255 | 0.9086 |
|
| 266 |
+
| No log | 28.6667 | 430 | 0.8572 | 0.6803 | 0.8572 | 0.9259 |
|
| 267 |
+
| No log | 28.8 | 432 | 0.8976 | 0.6571 | 0.8976 | 0.9474 |
|
| 268 |
+
| No log | 28.9333 | 434 | 0.8982 | 0.6423 | 0.8982 | 0.9478 |
|
| 269 |
+
| No log | 29.0667 | 436 | 0.8404 | 0.6667 | 0.8404 | 0.9167 |
|
| 270 |
+
| No log | 29.2 | 438 | 0.7924 | 0.7059 | 0.7924 | 0.8902 |
|
| 271 |
+
| No log | 29.3333 | 440 | 0.7515 | 0.6815 | 0.7515 | 0.8669 |
|
| 272 |
+
| No log | 29.4667 | 442 | 0.7192 | 0.7586 | 0.7192 | 0.8480 |
|
| 273 |
+
| No log | 29.6 | 444 | 0.7270 | 0.7237 | 0.7270 | 0.8526 |
|
| 274 |
+
| No log | 29.7333 | 446 | 0.7538 | 0.6923 | 0.7538 | 0.8682 |
|
| 275 |
+
| No log | 29.8667 | 448 | 0.8108 | 0.7013 | 0.8108 | 0.9004 |
|
| 276 |
+
| No log | 30.0 | 450 | 0.7920 | 0.7013 | 0.7920 | 0.8900 |
|
| 277 |
+
| No log | 30.1333 | 452 | 0.7497 | 0.75 | 0.7497 | 0.8659 |
|
| 278 |
+
| No log | 30.2667 | 454 | 0.7112 | 0.7532 | 0.7112 | 0.8433 |
|
| 279 |
+
| No log | 30.4 | 456 | 0.7094 | 0.7712 | 0.7094 | 0.8422 |
|
| 280 |
+
| No log | 30.5333 | 458 | 0.7358 | 0.7285 | 0.7358 | 0.8578 |
|
| 281 |
+
| No log | 30.6667 | 460 | 0.8250 | 0.7097 | 0.8250 | 0.9083 |
|
| 282 |
+
| No log | 30.8 | 462 | 0.8836 | 0.6968 | 0.8836 | 0.9400 |
|
| 283 |
+
| No log | 30.9333 | 464 | 0.8771 | 0.6753 | 0.8771 | 0.9365 |
|
| 284 |
+
| No log | 31.0667 | 466 | 0.8427 | 0.6928 | 0.8427 | 0.9180 |
|
| 285 |
+
| No log | 31.2 | 468 | 0.8156 | 0.7027 | 0.8156 | 0.9031 |
|
| 286 |
+
| No log | 31.3333 | 470 | 0.8032 | 0.6901 | 0.8032 | 0.8962 |
|
| 287 |
+
| No log | 31.4667 | 472 | 0.7953 | 0.7067 | 0.7953 | 0.8918 |
|
| 288 |
+
| No log | 31.6 | 474 | 0.8012 | 0.7067 | 0.8012 | 0.8951 |
|
| 289 |
+
| No log | 31.7333 | 476 | 0.7784 | 0.7143 | 0.7784 | 0.8823 |
|
| 290 |
+
| No log | 31.8667 | 478 | 0.7870 | 0.7059 | 0.7870 | 0.8871 |
|
| 291 |
+
| No log | 32.0 | 480 | 0.7359 | 0.7190 | 0.7359 | 0.8578 |
|
| 292 |
+
| No log | 32.1333 | 482 | 0.6856 | 0.7324 | 0.6856 | 0.8280 |
|
| 293 |
+
| No log | 32.2667 | 484 | 0.6821 | 0.7 | 0.6821 | 0.8259 |
|
| 294 |
+
| No log | 32.4 | 486 | 0.6824 | 0.7234 | 0.6824 | 0.8261 |
|
| 295 |
+
| No log | 32.5333 | 488 | 0.6873 | 0.7133 | 0.6873 | 0.8290 |
|
| 296 |
+
| No log | 32.6667 | 490 | 0.7420 | 0.7333 | 0.7420 | 0.8614 |
|
| 297 |
+
| No log | 32.8 | 492 | 0.8142 | 0.6712 | 0.8142 | 0.9023 |
|
| 298 |
+
| No log | 32.9333 | 494 | 0.9228 | 0.6531 | 0.9228 | 0.9606 |
|
| 299 |
+
| No log | 33.0667 | 496 | 0.9499 | 0.6531 | 0.9499 | 0.9746 |
|
| 300 |
+
| No log | 33.2 | 498 | 0.8971 | 0.6528 | 0.8971 | 0.9471 |
|
| 301 |
+
| 0.3923 | 33.3333 | 500 | 0.8346 | 0.6567 | 0.8346 | 0.9136 |
|
| 302 |
+
| 0.3923 | 33.4667 | 502 | 0.7779 | 0.6815 | 0.7779 | 0.8820 |
|
| 303 |
+
| 0.3923 | 33.6 | 504 | 0.7556 | 0.6906 | 0.7556 | 0.8693 |
|
| 304 |
+
| 0.3923 | 33.7333 | 506 | 0.7215 | 0.7286 | 0.7215 | 0.8494 |
|
| 305 |
+
| 0.3923 | 33.8667 | 508 | 0.7066 | 0.7517 | 0.7066 | 0.8406 |
|
| 306 |
+
| 0.3923 | 34.0 | 510 | 0.7398 | 0.7059 | 0.7398 | 0.8601 |
|
| 307 |
+
| 0.3923 | 34.1333 | 512 | 0.7428 | 0.7059 | 0.7428 | 0.8619 |
|
| 308 |
+
| 0.3923 | 34.2667 | 514 | 0.7128 | 0.7308 | 0.7128 | 0.8443 |
|
| 309 |
+
| 0.3923 | 34.4 | 516 | 0.6777 | 0.7436 | 0.6777 | 0.8232 |
|
| 310 |
+
| 0.3923 | 34.5333 | 518 | 0.6587 | 0.76 | 0.6587 | 0.8116 |
|
| 311 |
+
| 0.3923 | 34.6667 | 520 | 0.6675 | 0.76 | 0.6675 | 0.8170 |
|
| 312 |
+
| 0.3923 | 34.8 | 522 | 0.6997 | 0.7651 | 0.6997 | 0.8365 |
|
| 313 |
+
| 0.3923 | 34.9333 | 524 | 0.7265 | 0.7465 | 0.7265 | 0.8524 |
|
| 314 |
+
| 0.3923 | 35.0667 | 526 | 0.7238 | 0.7465 | 0.7238 | 0.8507 |
|
| 315 |
+
| 0.3923 | 35.2 | 528 | 0.7212 | 0.7534 | 0.7212 | 0.8492 |
|
| 316 |
+
| 0.3923 | 35.3333 | 530 | 0.7179 | 0.7448 | 0.7179 | 0.8473 |
|
| 317 |
+
| 0.3923 | 35.4667 | 532 | 0.7160 | 0.7448 | 0.7160 | 0.8462 |
|
| 318 |
+
| 0.3923 | 35.6 | 534 | 0.7359 | 0.6993 | 0.7359 | 0.8579 |
|
| 319 |
+
| 0.3923 | 35.7333 | 536 | 0.7871 | 0.6857 | 0.7871 | 0.8872 |
|
| 320 |
+
| 0.3923 | 35.8667 | 538 | 0.7997 | 0.6763 | 0.7997 | 0.8943 |
|
| 321 |
+
| 0.3923 | 36.0 | 540 | 0.7796 | 0.6912 | 0.7796 | 0.8829 |
|
| 322 |
+
| 0.3923 | 36.1333 | 542 | 0.7657 | 0.7194 | 0.7657 | 0.8750 |
|
| 323 |
+
| 0.3923 | 36.2667 | 544 | 0.7711 | 0.7111 | 0.7711 | 0.8781 |
|
| 324 |
+
| 0.3923 | 36.4 | 546 | 0.7969 | 0.6716 | 0.7969 | 0.8927 |
|
| 325 |
+
| 0.3923 | 36.5333 | 548 | 0.8261 | 0.6763 | 0.8261 | 0.9089 |
|
| 326 |
+
| 0.3923 | 36.6667 | 550 | 0.8472 | 0.6857 | 0.8472 | 0.9204 |
|
| 327 |
+
| 0.3923 | 36.8 | 552 | 0.8125 | 0.6763 | 0.8125 | 0.9014 |
|
| 328 |
+
| 0.3923 | 36.9333 | 554 | 0.7456 | 0.7083 | 0.7456 | 0.8635 |
|
| 329 |
+
| 0.3923 | 37.0667 | 556 | 0.6977 | 0.7703 | 0.6977 | 0.8353 |
|
| 330 |
+
| 0.3923 | 37.2 | 558 | 0.7024 | 0.7552 | 0.7024 | 0.8381 |
|
| 331 |
+
| 0.3923 | 37.3333 | 560 | 0.7265 | 0.7310 | 0.7265 | 0.8523 |
|
| 332 |
+
| 0.3923 | 37.4667 | 562 | 0.7938 | 0.6713 | 0.7938 | 0.8910 |
|
| 333 |
+
| 0.3923 | 37.6 | 564 | 0.8741 | 0.6528 | 0.8741 | 0.9349 |
|
| 334 |
+
| 0.3923 | 37.7333 | 566 | 0.8976 | 0.6528 | 0.8976 | 0.9474 |
|
| 335 |
+
| 0.3923 | 37.8667 | 568 | 0.9188 | 0.6667 | 0.9188 | 0.9585 |
|
| 336 |
+
| 0.3923 | 38.0 | 570 | 0.9215 | 0.6667 | 0.9215 | 0.9599 |
|
| 337 |
+
| 0.3923 | 38.1333 | 572 | 0.8962 | 0.6667 | 0.8962 | 0.9467 |
|
| 338 |
+
| 0.3923 | 38.2667 | 574 | 0.8529 | 0.6423 | 0.8529 | 0.9236 |
|
| 339 |
+
| 0.3923 | 38.4 | 576 | 0.8439 | 0.6471 | 0.8439 | 0.9187 |
|
| 340 |
+
| 0.3923 | 38.5333 | 578 | 0.8008 | 0.6765 | 0.8008 | 0.8949 |
|
| 341 |
+
| 0.3923 | 38.6667 | 580 | 0.7604 | 0.7042 | 0.7604 | 0.8720 |
|
| 342 |
+
| 0.3923 | 38.8 | 582 | 0.7529 | 0.7172 | 0.7529 | 0.8677 |
|
| 343 |
+
| 0.3923 | 38.9333 | 584 | 0.7601 | 0.6892 | 0.7601 | 0.8718 |
|
| 344 |
+
| 0.3923 | 39.0667 | 586 | 0.7355 | 0.7248 | 0.7355 | 0.8576 |
|
| 345 |
+
| 0.3923 | 39.2 | 588 | 0.7060 | 0.7451 | 0.7060 | 0.8402 |
|
| 346 |
+
| 0.3923 | 39.3333 | 590 | 0.7158 | 0.7451 | 0.7158 | 0.8460 |
|
| 347 |
+
| 0.3923 | 39.4667 | 592 | 0.7490 | 0.7125 | 0.7490 | 0.8655 |
|
| 348 |
+
| 0.3923 | 39.6 | 594 | 0.7427 | 0.7261 | 0.7427 | 0.8618 |
|
| 349 |
+
| 0.3923 | 39.7333 | 596 | 0.7168 | 0.7692 | 0.7168 | 0.8466 |
|
| 350 |
+
| 0.3923 | 39.8667 | 598 | 0.7094 | 0.7843 | 0.7094 | 0.8422 |
|
| 351 |
+
| 0.3923 | 40.0 | 600 | 0.7063 | 0.75 | 0.7063 | 0.8404 |
|
| 352 |
+
| 0.3923 | 40.1333 | 602 | 0.6950 | 0.7448 | 0.6950 | 0.8337 |
|
| 353 |
+
| 0.3923 | 40.2667 | 604 | 0.6825 | 0.7532 | 0.6825 | 0.8261 |
|
| 354 |
+
| 0.3923 | 40.4 | 606 | 0.6859 | 0.7702 | 0.6859 | 0.8282 |
|
| 355 |
+
| 0.3923 | 40.5333 | 608 | 0.6715 | 0.7702 | 0.6715 | 0.8194 |
|
| 356 |
+
| 0.3923 | 40.6667 | 610 | 0.6672 | 0.7805 | 0.6672 | 0.8168 |
|
| 357 |
+
| 0.3923 | 40.8 | 612 | 0.6915 | 0.7381 | 0.6915 | 0.8315 |
|
| 358 |
+
| 0.3923 | 40.9333 | 614 | 0.7120 | 0.7394 | 0.7120 | 0.8438 |
|
| 359 |
+
| 0.3923 | 41.0667 | 616 | 0.7305 | 0.7625 | 0.7305 | 0.8547 |
|
| 360 |
+
| 0.3923 | 41.2 | 618 | 0.7597 | 0.7421 | 0.7597 | 0.8716 |
|
| 361 |
+
| 0.3923 | 41.3333 | 620 | 0.7880 | 0.6974 | 0.7880 | 0.8877 |
|
| 362 |
+
| 0.3923 | 41.4667 | 622 | 0.8338 | 0.6490 | 0.8338 | 0.9131 |
|
| 363 |
+
| 0.3923 | 41.6 | 624 | 0.8350 | 0.6486 | 0.8350 | 0.9138 |
|
| 364 |
+
| 0.3923 | 41.7333 | 626 | 0.8073 | 0.6667 | 0.8073 | 0.8985 |
|
| 365 |
+
| 0.3923 | 41.8667 | 628 | 0.7947 | 0.6620 | 0.7947 | 0.8914 |
|
| 366 |
+
| 0.3923 | 42.0 | 630 | 0.8110 | 0.6522 | 0.8110 | 0.9006 |
|
| 367 |
+
| 0.3923 | 42.1333 | 632 | 0.8169 | 0.6667 | 0.8169 | 0.9038 |
|
| 368 |
+
| 0.3923 | 42.2667 | 634 | 0.8077 | 0.6667 | 0.8077 | 0.8987 |
|
| 369 |
+
| 0.3923 | 42.4 | 636 | 0.7774 | 0.7234 | 0.7774 | 0.8817 |
|
| 370 |
+
| 0.3923 | 42.5333 | 638 | 0.7481 | 0.7448 | 0.7481 | 0.8649 |
|
| 371 |
+
| 0.3923 | 42.6667 | 640 | 0.7295 | 0.7483 | 0.7295 | 0.8541 |
|
| 372 |
+
| 0.3923 | 42.8 | 642 | 0.7100 | 0.7436 | 0.7100 | 0.8426 |
|
| 373 |
+
| 0.3923 | 42.9333 | 644 | 0.7086 | 0.7483 | 0.7086 | 0.8418 |
|
| 374 |
+
| 0.3923 | 43.0667 | 646 | 0.6978 | 0.7919 | 0.6978 | 0.8354 |
|
| 375 |
+
| 0.3923 | 43.2 | 648 | 0.6990 | 0.7483 | 0.6990 | 0.8361 |
|
| 376 |
+
| 0.3923 | 43.3333 | 650 | 0.7042 | 0.7582 | 0.7042 | 0.8392 |
|
| 377 |
+
| 0.3923 | 43.4667 | 652 | 0.7282 | 0.7342 | 0.7282 | 0.8534 |
|
| 378 |
+
| 0.3923 | 43.6 | 654 | 0.7634 | 0.7013 | 0.7634 | 0.8737 |
|
| 379 |
+
| 0.3923 | 43.7333 | 656 | 0.8090 | 0.6711 | 0.8090 | 0.8994 |
|
| 380 |
+
| 0.3923 | 43.8667 | 658 | 0.8093 | 0.6711 | 0.8093 | 0.8996 |
|
| 381 |
+
| 0.3923 | 44.0 | 660 | 0.7873 | 0.6759 | 0.7873 | 0.8873 |
|
| 382 |
+
| 0.3923 | 44.1333 | 662 | 0.7735 | 0.7183 | 0.7735 | 0.8795 |
|
| 383 |
+
| 0.3923 | 44.2667 | 664 | 0.7643 | 0.7133 | 0.7643 | 0.8743 |
|
| 384 |
+
| 0.3923 | 44.4 | 666 | 0.7585 | 0.7101 | 0.7585 | 0.8709 |
|
| 385 |
+
| 0.3923 | 44.5333 | 668 | 0.7580 | 0.7101 | 0.7580 | 0.8706 |
|
| 386 |
+
| 0.3923 | 44.6667 | 670 | 0.7513 | 0.7183 | 0.7513 | 0.8668 |
|
| 387 |
+
| 0.3923 | 44.8 | 672 | 0.7684 | 0.7092 | 0.7684 | 0.8766 |
|
| 388 |
+
| 0.3923 | 44.9333 | 674 | 0.8358 | 0.6531 | 0.8358 | 0.9142 |
|
| 389 |
+
| 0.3923 | 45.0667 | 676 | 0.9139 | 0.6531 | 0.9139 | 0.9560 |
|
| 390 |
+
| 0.3923 | 45.2 | 678 | 0.9121 | 0.6531 | 0.9121 | 0.9550 |
|
| 391 |
+
| 0.3923 | 45.3333 | 680 | 0.8570 | 0.6438 | 0.8570 | 0.9258 |
|
| 392 |
+
| 0.3923 | 45.4667 | 682 | 0.7921 | 0.6715 | 0.7921 | 0.8900 |
|
| 393 |
+
| 0.3923 | 45.6 | 684 | 0.7659 | 0.6970 | 0.7659 | 0.8751 |
|
| 394 |
+
| 0.3923 | 45.7333 | 686 | 0.7642 | 0.6870 | 0.7642 | 0.8742 |
|
| 395 |
+
| 0.3923 | 45.8667 | 688 | 0.7745 | 0.6870 | 0.7745 | 0.8801 |
|
| 396 |
+
| 0.3923 | 46.0 | 690 | 0.7999 | 0.6462 | 0.7999 | 0.8943 |
|
| 397 |
+
| 0.3923 | 46.1333 | 692 | 0.8224 | 0.6418 | 0.8224 | 0.9069 |
|
| 398 |
+
| 0.3923 | 46.2667 | 694 | 0.8324 | 0.6569 | 0.8324 | 0.9124 |
|
| 399 |
+
| 0.3923 | 46.4 | 696 | 0.8207 | 0.6377 | 0.8207 | 0.9059 |
|
| 400 |
+
| 0.3923 | 46.5333 | 698 | 0.7852 | 0.6765 | 0.7852 | 0.8861 |
|
| 401 |
+
| 0.3923 | 46.6667 | 700 | 0.7746 | 0.7 | 0.7746 | 0.8801 |
|
| 402 |
+
| 0.3923 | 46.8 | 702 | 0.7779 | 0.6621 | 0.7779 | 0.8820 |
|
| 403 |
+
| 0.3923 | 46.9333 | 704 | 0.7715 | 0.6806 | 0.7715 | 0.8784 |
|
| 404 |
+
| 0.3923 | 47.0667 | 706 | 0.7627 | 0.6667 | 0.7627 | 0.8733 |
|
| 405 |
+
| 0.3923 | 47.2 | 708 | 0.7451 | 0.6475 | 0.7451 | 0.8632 |
|
| 406 |
+
| 0.3923 | 47.3333 | 710 | 0.7417 | 0.6619 | 0.7417 | 0.8612 |
|
| 407 |
+
| 0.3923 | 47.4667 | 712 | 0.7463 | 0.6667 | 0.7463 | 0.8639 |
|
| 408 |
+
| 0.3923 | 47.6 | 714 | 0.7348 | 0.6471 | 0.7348 | 0.8572 |
|
| 409 |
+
| 0.3923 | 47.7333 | 716 | 0.7366 | 0.6715 | 0.7366 | 0.8583 |
|
| 410 |
+
| 0.3923 | 47.8667 | 718 | 0.7407 | 0.6715 | 0.7407 | 0.8606 |
|
| 411 |
+
| 0.3923 | 48.0 | 720 | 0.7252 | 0.7143 | 0.7252 | 0.8516 |
|
| 412 |
+
| 0.3923 | 48.1333 | 722 | 0.7134 | 0.7361 | 0.7134 | 0.8446 |
|
| 413 |
+
| 0.3923 | 48.2667 | 724 | 0.7122 | 0.7260 | 0.7122 | 0.8439 |
|
| 414 |
+
| 0.3923 | 48.4 | 726 | 0.7305 | 0.7234 | 0.7305 | 0.8547 |
|
| 415 |
+
| 0.3923 | 48.5333 | 728 | 0.7555 | 0.7083 | 0.7555 | 0.8692 |
|
| 416 |
+
| 0.3923 | 48.6667 | 730 | 0.7275 | 0.7248 | 0.7275 | 0.8530 |
|
| 417 |
+
| 0.3923 | 48.8 | 732 | 0.7191 | 0.7347 | 0.7191 | 0.8480 |
|
| 418 |
+
| 0.3923 | 48.9333 | 734 | 0.6957 | 0.7432 | 0.6957 | 0.8341 |
|
| 419 |
+
| 0.3923 | 49.0667 | 736 | 0.6799 | 0.7682 | 0.6799 | 0.8245 |
|
| 420 |
+
| 0.3923 | 49.2 | 738 | 0.6773 | 0.7613 | 0.6773 | 0.8230 |
|
| 421 |
+
| 0.3923 | 49.3333 | 740 | 0.7042 | 0.7342 | 0.7042 | 0.8392 |
|
| 422 |
+
| 0.3923 | 49.4667 | 742 | 0.7277 | 0.7170 | 0.7277 | 0.8531 |
|
| 423 |
+
| 0.3923 | 49.6 | 744 | 0.7469 | 0.6962 | 0.7469 | 0.8642 |
|
| 424 |
+
| 0.3923 | 49.7333 | 746 | 0.7634 | 0.6962 | 0.7634 | 0.8737 |
|
| 425 |
+
| 0.3923 | 49.8667 | 748 | 0.7568 | 0.6962 | 0.7568 | 0.8699 |
|
| 426 |
+
| 0.3923 | 50.0 | 750 | 0.7437 | 0.7261 | 0.7437 | 0.8624 |
|
| 427 |
+
| 0.3923 | 50.1333 | 752 | 0.7210 | 0.7067 | 0.7210 | 0.8491 |
|
| 428 |
+
| 0.3923 | 50.2667 | 754 | 0.6937 | 0.7483 | 0.6937 | 0.8329 |
|
| 429 |
+
| 0.3923 | 50.4 | 756 | 0.6780 | 0.7483 | 0.6780 | 0.8234 |
|
| 430 |
+
| 0.3923 | 50.5333 | 758 | 0.6876 | 0.7403 | 0.6876 | 0.8292 |
|
| 431 |
+
| 0.3923 | 50.6667 | 760 | 0.7266 | 0.7179 | 0.7266 | 0.8524 |
|
| 432 |
+
| 0.3923 | 50.8 | 762 | 0.7625 | 0.6923 | 0.7625 | 0.8732 |
|
| 433 |
+
| 0.3923 | 50.9333 | 764 | 0.7667 | 0.7237 | 0.7667 | 0.8756 |
|
| 434 |
+
| 0.3923 | 51.0667 | 766 | 0.7421 | 0.7211 | 0.7421 | 0.8614 |
|
| 435 |
+
| 0.3923 | 51.2 | 768 | 0.7146 | 0.7273 | 0.7146 | 0.8454 |
|
| 436 |
+
| 0.3923 | 51.3333 | 770 | 0.7084 | 0.7273 | 0.7084 | 0.8417 |
|
| 437 |
+
| 0.3923 | 51.4667 | 772 | 0.7018 | 0.7050 | 0.7018 | 0.8377 |
|
| 438 |
+
| 0.3923 | 51.6 | 774 | 0.7024 | 0.7050 | 0.7024 | 0.8381 |
|
| 439 |
+
| 0.3923 | 51.7333 | 776 | 0.7125 | 0.7050 | 0.7125 | 0.8441 |
|
| 440 |
+
| 0.3923 | 51.8667 | 778 | 0.7296 | 0.7143 | 0.7296 | 0.8542 |
|
| 441 |
+
| 0.3923 | 52.0 | 780 | 0.7483 | 0.6714 | 0.7483 | 0.8651 |
|
| 442 |
+
| 0.3923 | 52.1333 | 782 | 0.7557 | 0.6901 | 0.7557 | 0.8693 |
|
| 443 |
+
| 0.3923 | 52.2667 | 784 | 0.7759 | 0.6667 | 0.7759 | 0.8809 |
|
| 444 |
+
| 0.3923 | 52.4 | 786 | 0.7827 | 0.6573 | 0.7827 | 0.8847 |
|
| 445 |
+
| 0.3923 | 52.5333 | 788 | 0.7823 | 0.6525 | 0.7823 | 0.8845 |
|
| 446 |
+
| 0.3923 | 52.6667 | 790 | 0.7647 | 0.6714 | 0.7647 | 0.8745 |
|
| 447 |
+
| 0.3923 | 52.8 | 792 | 0.7463 | 0.7092 | 0.7463 | 0.8639 |
|
| 448 |
+
| 0.3923 | 52.9333 | 794 | 0.7408 | 0.7042 | 0.7408 | 0.8607 |
|
| 449 |
+
| 0.3923 | 53.0667 | 796 | 0.7405 | 0.7042 | 0.7405 | 0.8605 |
|
| 450 |
+
| 0.3923 | 53.2 | 798 | 0.7527 | 0.7042 | 0.7527 | 0.8676 |
|
| 451 |
+
| 0.3923 | 53.3333 | 800 | 0.7835 | 0.6713 | 0.7835 | 0.8852 |
|
| 452 |
+
| 0.3923 | 53.4667 | 802 | 0.8018 | 0.6475 | 0.8018 | 0.8954 |
|
| 453 |
+
| 0.3923 | 53.6 | 804 | 0.8273 | 0.6620 | 0.8273 | 0.9095 |
|
| 454 |
+
| 0.3923 | 53.7333 | 806 | 0.8292 | 0.6620 | 0.8292 | 0.9106 |
|
| 455 |
+
| 0.3923 | 53.8667 | 808 | 0.7901 | 0.6759 | 0.7901 | 0.8889 |
|
| 456 |
+
| 0.3923 | 54.0 | 810 | 0.7152 | 0.7114 | 0.7152 | 0.8457 |
|
| 457 |
+
| 0.3923 | 54.1333 | 812 | 0.6788 | 0.7237 | 0.6788 | 0.8239 |
|
| 458 |
+
| 0.3923 | 54.2667 | 814 | 0.6691 | 0.7237 | 0.6691 | 0.8180 |
|
| 459 |
+
| 0.3923 | 54.4 | 816 | 0.6750 | 0.7237 | 0.6750 | 0.8216 |
|
| 460 |
+
| 0.3923 | 54.5333 | 818 | 0.6910 | 0.7237 | 0.6910 | 0.8313 |
|
| 461 |
+
| 0.3923 | 54.6667 | 820 | 0.6969 | 0.7237 | 0.6969 | 0.8348 |
|
| 462 |
+
| 0.3923 | 54.8 | 822 | 0.6884 | 0.7237 | 0.6884 | 0.8297 |
|
| 463 |
+
| 0.3923 | 54.9333 | 824 | 0.6887 | 0.7237 | 0.6887 | 0.8299 |
|
| 464 |
+
| 0.3923 | 55.0667 | 826 | 0.6762 | 0.7114 | 0.6762 | 0.8223 |
|
| 465 |
+
| 0.3923 | 55.2 | 828 | 0.6853 | 0.7211 | 0.6853 | 0.8278 |
|
| 466 |
+
| 0.3923 | 55.3333 | 830 | 0.6942 | 0.7310 | 0.6942 | 0.8332 |
|
| 467 |
+
| 0.3923 | 55.4667 | 832 | 0.7130 | 0.6861 | 0.7130 | 0.8444 |
|
| 468 |
+
| 0.3923 | 55.6 | 834 | 0.7250 | 0.6667 | 0.7250 | 0.8515 |
|
| 469 |
+
| 0.3923 | 55.7333 | 836 | 0.7248 | 0.7042 | 0.7248 | 0.8514 |
|
| 470 |
+
| 0.3923 | 55.8667 | 838 | 0.7159 | 0.7042 | 0.7159 | 0.8461 |
|
| 471 |
+
| 0.3923 | 56.0 | 840 | 0.7177 | 0.7042 | 0.7177 | 0.8472 |
|
| 472 |
+
| 0.3923 | 56.1333 | 842 | 0.7347 | 0.6944 | 0.7347 | 0.8572 |
|
| 473 |
+
| 0.3923 | 56.2667 | 844 | 0.7326 | 0.6944 | 0.7326 | 0.8559 |
|
| 474 |
+
| 0.3923 | 56.4 | 846 | 0.7157 | 0.7297 | 0.7157 | 0.8460 |
|
| 475 |
+
| 0.3923 | 56.5333 | 848 | 0.7090 | 0.7333 | 0.7090 | 0.8420 |
|
| 476 |
+
| 0.3923 | 56.6667 | 850 | 0.7063 | 0.7333 | 0.7063 | 0.8404 |
|
| 477 |
+
| 0.3923 | 56.8 | 852 | 0.7280 | 0.7333 | 0.7280 | 0.8533 |
|
| 478 |
+
| 0.3923 | 56.9333 | 854 | 0.7612 | 0.7034 | 0.7612 | 0.8725 |
|
| 479 |
+
| 0.3923 | 57.0667 | 856 | 0.8056 | 0.6939 | 0.8056 | 0.8976 |
|
| 480 |
+
| 0.3923 | 57.2 | 858 | 0.8420 | 0.6933 | 0.8420 | 0.9176 |
|
| 481 |
+
| 0.3923 | 57.3333 | 860 | 0.8675 | 0.6486 | 0.8675 | 0.9314 |
|
| 482 |
+
| 0.3923 | 57.4667 | 862 | 0.8552 | 0.6933 | 0.8552 | 0.9248 |
|
| 483 |
+
| 0.3923 | 57.6 | 864 | 0.8330 | 0.7020 | 0.8330 | 0.9127 |
|
| 484 |
+
| 0.3923 | 57.7333 | 866 | 0.8286 | 0.7020 | 0.8286 | 0.9103 |
|
| 485 |
+
| 0.3923 | 57.8667 | 868 | 0.7936 | 0.7105 | 0.7936 | 0.8908 |
|
| 486 |
+
| 0.3923 | 58.0 | 870 | 0.7799 | 0.7105 | 0.7799 | 0.8831 |
|
| 487 |
+
| 0.3923 | 58.1333 | 872 | 0.7543 | 0.7067 | 0.7543 | 0.8685 |
|
| 488 |
+
| 0.3923 | 58.2667 | 874 | 0.7142 | 0.7568 | 0.7142 | 0.8451 |
|
| 489 |
+
| 0.3923 | 58.4 | 876 | 0.6863 | 0.7517 | 0.6863 | 0.8284 |
|
| 490 |
+
| 0.3923 | 58.5333 | 878 | 0.6855 | 0.7733 | 0.6855 | 0.8280 |
|
| 491 |
+
| 0.3923 | 58.6667 | 880 | 0.7141 | 0.7517 | 0.7141 | 0.8451 |
|
| 492 |
+
| 0.3923 | 58.8 | 882 | 0.7687 | 0.7020 | 0.7687 | 0.8767 |
|
| 493 |
+
| 0.3923 | 58.9333 | 884 | 0.8151 | 0.6806 | 0.8151 | 0.9028 |
|
| 494 |
+
| 0.3923 | 59.0667 | 886 | 0.8433 | 0.6806 | 0.8433 | 0.9183 |
|
| 495 |
+
| 0.3923 | 59.2 | 888 | 0.8395 | 0.6806 | 0.8395 | 0.9162 |
|
| 496 |
+
| 0.3923 | 59.3333 | 890 | 0.8059 | 0.6712 | 0.8059 | 0.8977 |
|
| 497 |
+
| 0.3923 | 59.4667 | 892 | 0.7557 | 0.6892 | 0.7557 | 0.8693 |
|
| 498 |
+
| 0.3923 | 59.6 | 894 | 0.7340 | 0.7333 | 0.7340 | 0.8567 |
|
| 499 |
+
| 0.3923 | 59.7333 | 896 | 0.7276 | 0.7333 | 0.7276 | 0.8530 |
|
| 500 |
+
| 0.3923 | 59.8667 | 898 | 0.7292 | 0.7333 | 0.7292 | 0.8539 |
|
| 501 |
+
| 0.3923 | 60.0 | 900 | 0.7299 | 0.7152 | 0.7299 | 0.8543 |
|
| 502 |
+
| 0.3923 | 60.1333 | 902 | 0.7349 | 0.6974 | 0.7349 | 0.8573 |
|
| 503 |
+
| 0.3923 | 60.2667 | 904 | 0.7348 | 0.6974 | 0.7348 | 0.8572 |
|
| 504 |
+
| 0.3923 | 60.4 | 906 | 0.7349 | 0.6974 | 0.7349 | 0.8573 |
|
| 505 |
+
| 0.3923 | 60.5333 | 908 | 0.7352 | 0.7067 | 0.7352 | 0.8574 |
|
| 506 |
+
| 0.3923 | 60.6667 | 910 | 0.7368 | 0.7285 | 0.7368 | 0.8583 |
|
| 507 |
+
| 0.3923 | 60.8 | 912 | 0.7431 | 0.7067 | 0.7431 | 0.8620 |
|
| 508 |
+
| 0.3923 | 60.9333 | 914 | 0.7717 | 0.6892 | 0.7717 | 0.8785 |
|
| 509 |
+
| 0.3923 | 61.0667 | 916 | 0.8099 | 0.6849 | 0.8099 | 0.9000 |
|
| 510 |
+
| 0.3923 | 61.2 | 918 | 0.8210 | 0.6849 | 0.8210 | 0.9061 |
|
| 511 |
+
| 0.3923 | 61.3333 | 920 | 0.8107 | 0.6667 | 0.8107 | 0.9004 |
|
| 512 |
+
| 0.3923 | 61.4667 | 922 | 0.7777 | 0.7248 | 0.7777 | 0.8819 |
|
| 513 |
+
| 0.3923 | 61.6 | 924 | 0.7569 | 0.7248 | 0.7569 | 0.8700 |
|
| 514 |
+
| 0.3923 | 61.7333 | 926 | 0.7607 | 0.7248 | 0.7607 | 0.8722 |
|
| 515 |
+
| 0.3923 | 61.8667 | 928 | 0.7687 | 0.7368 | 0.7687 | 0.8768 |
|
| 516 |
+
| 0.3923 | 62.0 | 930 | 0.7588 | 0.7368 | 0.7588 | 0.8711 |
|
| 517 |
+
| 0.3923 | 62.1333 | 932 | 0.7430 | 0.7248 | 0.7430 | 0.8620 |
|
| 518 |
+
| 0.3923 | 62.2667 | 934 | 0.7336 | 0.7432 | 0.7336 | 0.8565 |
|
| 519 |
+
| 0.3923 | 62.4 | 936 | 0.7293 | 0.7347 | 0.7293 | 0.8540 |
|
| 520 |
+
| 0.3923 | 62.5333 | 938 | 0.7305 | 0.7347 | 0.7305 | 0.8547 |
|
| 521 |
+
| 0.3923 | 62.6667 | 940 | 0.7307 | 0.7222 | 0.7307 | 0.8548 |
|
| 522 |
+
| 0.3923 | 62.8 | 942 | 0.7364 | 0.7092 | 0.7364 | 0.8582 |
|
| 523 |
+
| 0.3923 | 62.9333 | 944 | 0.7403 | 0.7092 | 0.7403 | 0.8604 |
|
| 524 |
+
| 0.3923 | 63.0667 | 946 | 0.7601 | 0.6809 | 0.7601 | 0.8718 |
|
| 525 |
+
| 0.3923 | 63.2 | 948 | 0.7647 | 0.6809 | 0.7647 | 0.8745 |
|
| 526 |
+
| 0.3923 | 63.3333 | 950 | 0.7464 | 0.7092 | 0.7464 | 0.8640 |
|
| 527 |
+
| 0.3923 | 63.4667 | 952 | 0.7277 | 0.7092 | 0.7277 | 0.8530 |
|
| 528 |
+
| 0.3923 | 63.6 | 954 | 0.7282 | 0.7222 | 0.7282 | 0.8533 |
|
| 529 |
+
| 0.3923 | 63.7333 | 956 | 0.7387 | 0.7162 | 0.7387 | 0.8595 |
|
| 530 |
+
| 0.3923 | 63.8667 | 958 | 0.7437 | 0.7075 | 0.7437 | 0.8624 |
|
| 531 |
+
| 0.3923 | 64.0 | 960 | 0.7372 | 0.7248 | 0.7372 | 0.8586 |
|
| 532 |
+
| 0.3923 | 64.1333 | 962 | 0.7234 | 0.7248 | 0.7234 | 0.8505 |
|
| 533 |
+
| 0.3923 | 64.2667 | 964 | 0.7067 | 0.7417 | 0.7067 | 0.8406 |
|
| 534 |
+
| 0.3923 | 64.4 | 966 | 0.6973 | 0.7517 | 0.6973 | 0.8350 |
|
| 535 |
+
| 0.3923 | 64.5333 | 968 | 0.6882 | 0.7517 | 0.6882 | 0.8296 |
|
| 536 |
+
| 0.3923 | 64.6667 | 970 | 0.6942 | 0.7517 | 0.6942 | 0.8332 |
|
| 537 |
+
| 0.3923 | 64.8 | 972 | 0.7086 | 0.7397 | 0.7086 | 0.8418 |
|
| 538 |
+
| 0.3923 | 64.9333 | 974 | 0.7367 | 0.7092 | 0.7367 | 0.8583 |
|
| 539 |
+
| 0.3923 | 65.0667 | 976 | 0.7719 | 0.7 | 0.7719 | 0.8786 |
|
| 540 |
+
| 0.3923 | 65.2 | 978 | 0.7945 | 0.6957 | 0.7945 | 0.8913 |
|
| 541 |
+
| 0.3923 | 65.3333 | 980 | 0.7930 | 0.6763 | 0.7930 | 0.8905 |
|
| 542 |
+
| 0.3923 | 65.4667 | 982 | 0.7842 | 0.6957 | 0.7842 | 0.8856 |
|
| 543 |
+
| 0.3923 | 65.6 | 984 | 0.7662 | 0.6906 | 0.7662 | 0.8753 |
|
| 544 |
+
| 0.3923 | 65.7333 | 986 | 0.7414 | 0.7143 | 0.7414 | 0.8610 |
|
| 545 |
+
| 0.3923 | 65.8667 | 988 | 0.7284 | 0.7361 | 0.7284 | 0.8534 |
|
| 546 |
+
| 0.3923 | 66.0 | 990 | 0.7122 | 0.7448 | 0.7122 | 0.8439 |
|
| 547 |
+
| 0.3923 | 66.1333 | 992 | 0.7070 | 0.7671 | 0.7070 | 0.8408 |
|
| 548 |
+
| 0.3923 | 66.2667 | 994 | 0.7007 | 0.7724 | 0.7007 | 0.8371 |
|
| 549 |
+
| 0.3923 | 66.4 | 996 | 0.6986 | 0.7703 | 0.6986 | 0.8358 |
|
| 550 |
+
| 0.3923 | 66.5333 | 998 | 0.7042 | 0.7517 | 0.7042 | 0.8392 |
|
| 551 |
+
| 0.0547 | 66.6667 | 1000 | 0.7052 | 0.7517 | 0.7052 | 0.8398 |
|
| 552 |
+
| 0.0547 | 66.8 | 1002 | 0.6994 | 0.7517 | 0.6994 | 0.8363 |
|
| 553 |
+
| 0.0547 | 66.9333 | 1004 | 0.6953 | 0.7467 | 0.6953 | 0.8339 |
|
| 554 |
+
| 0.0547 | 67.0667 | 1006 | 0.6909 | 0.7467 | 0.6909 | 0.8312 |
|
| 555 |
+
| 0.0547 | 67.2 | 1008 | 0.6829 | 0.7517 | 0.6829 | 0.8264 |
|
| 556 |
+
| 0.0547 | 67.3333 | 1010 | 0.6787 | 0.7517 | 0.6787 | 0.8238 |
|
| 557 |
+
|
| 558 |
+
|
| 559 |
+
### Framework versions
|
| 560 |
+
|
| 561 |
+
- Transformers 4.44.2
|
| 562 |
+
- Pytorch 2.4.0+cu118
|
| 563 |
+
- Datasets 2.21.0
|
| 564 |
+
- 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 sha256:1f2900bbb7fc21b9441be780da6e576263f1ed34f0d906ef2f3d07e8ba259b35
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a663f1c5a3f039e66e5969c192ceafd4bbeee39fac6cd10fe8aee3c1f4046767
|
| 3 |
+
size 5304
|