Commit
•
a50559b
1
Parent(s):
42ad058
Training in progress, step 500
Browse files- README.md +443 -0
- config.json +33 -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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license: apache-2.0
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base_model: bert-base-uncased
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tags:
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- generated_from_trainer
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model-index:
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| 8 |
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- name: ASAP_FineTuningBERT_AugV4_k3_task1_organization_fold4
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| 9 |
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results: []
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| 10 |
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---
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| 11 |
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| 12 |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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| 14 |
+
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| 15 |
+
# ASAP_FineTuningBERT_AugV4_k3_task1_organization_fold4
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| 16 |
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| 17 |
+
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
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| 18 |
+
It achieves the following results on the evaluation set:
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| 19 |
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- Loss: 0.5444
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| 20 |
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- Qwk: 0.5534
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| 21 |
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- Mse: 0.5444
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| 22 |
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- Rmse: 0.7378
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| 23 |
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## Model description
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| 25 |
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More information needed
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| 27 |
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| 28 |
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## Intended uses & limitations
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| 29 |
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More information needed
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| 31 |
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## Training and evaluation data
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| 33 |
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| 34 |
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More information needed
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| 35 |
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## Training procedure
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| 37 |
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| 38 |
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### Training hyperparameters
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| 39 |
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| 40 |
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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| 42 |
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- train_batch_size: 32
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| 43 |
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- eval_batch_size: 32
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| 44 |
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 10
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| 48 |
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### Training results
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| 50 |
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| 51 |
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| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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| 52 |
+
|:-------------:|:------:|:----:|:---------------:|:------:|:-------:|:------:|
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| 53 |
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| No log | 0.0064 | 2 | 13.0050 | 0.0007 | 13.0050 | 3.6062 |
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| 54 |
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| No log | 0.0128 | 4 | 7.8535 | 0.0037 | 7.8535 | 2.8024 |
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| 55 |
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| No log | 0.0192 | 6 | 5.8362 | 0.0138 | 5.8362 | 2.4158 |
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| 56 |
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| No log | 0.0256 | 8 | 5.0764 | 0.0209 | 5.0764 | 2.2531 |
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| 57 |
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| No log | 0.0319 | 10 | 4.5470 | 0.0171 | 4.5470 | 2.1324 |
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| 58 |
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| No log | 0.0383 | 12 | 4.0258 | 0.0089 | 4.0258 | 2.0064 |
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| 59 |
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| No log | 0.0447 | 14 | 3.5023 | 0.0040 | 3.5023 | 1.8714 |
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| 60 |
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| No log | 0.0511 | 16 | 3.2793 | 0.0040 | 3.2793 | 1.8109 |
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| 61 |
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| No log | 0.0575 | 18 | 2.8079 | 0.0040 | 2.8079 | 1.6757 |
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| 62 |
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| No log | 0.0639 | 20 | 2.6918 | 0.0 | 2.6918 | 1.6407 |
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| 63 |
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| No log | 0.0703 | 22 | 2.2989 | 0.0828 | 2.2989 | 1.5162 |
|
| 64 |
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| No log | 0.0767 | 24 | 2.0652 | 0.0744 | 2.0652 | 1.4371 |
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| 65 |
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| No log | 0.0831 | 26 | 1.9628 | 0.0253 | 1.9628 | 1.4010 |
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| 66 |
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| No log | 0.0895 | 28 | 1.6431 | 0.0239 | 1.6431 | 1.2818 |
|
| 67 |
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| No log | 0.0958 | 30 | 1.3975 | 0.0107 | 1.3975 | 1.1821 |
|
| 68 |
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| No log | 0.1022 | 32 | 1.2508 | 0.0107 | 1.2508 | 1.1184 |
|
| 69 |
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| No log | 0.1086 | 34 | 0.9909 | 0.0107 | 0.9909 | 0.9955 |
|
| 70 |
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| No log | 0.1150 | 36 | 0.9000 | 0.1578 | 0.9000 | 0.9487 |
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| 71 |
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| No log | 0.1214 | 38 | 0.8504 | 0.0909 | 0.8504 | 0.9222 |
|
| 72 |
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| No log | 0.1278 | 40 | 0.9205 | 0.0493 | 0.9205 | 0.9595 |
|
| 73 |
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| No log | 0.1342 | 42 | 0.9823 | 0.0303 | 0.9823 | 0.9911 |
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| 74 |
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| No log | 0.1406 | 44 | 1.2481 | 0.0303 | 1.2481 | 1.1172 |
|
| 75 |
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| No log | 0.1470 | 46 | 1.1398 | 0.0303 | 1.1398 | 1.0676 |
|
| 76 |
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| No log | 0.1534 | 48 | 0.9934 | 0.0454 | 0.9934 | 0.9967 |
|
| 77 |
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| No log | 0.1597 | 50 | 0.8930 | 0.0454 | 0.8930 | 0.9450 |
|
| 78 |
+
| No log | 0.1661 | 52 | 0.7551 | 0.2513 | 0.7551 | 0.8690 |
|
| 79 |
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| No log | 0.1725 | 54 | 0.7548 | 0.3814 | 0.7548 | 0.8688 |
|
| 80 |
+
| No log | 0.1789 | 56 | 0.7949 | 0.0964 | 0.7949 | 0.8916 |
|
| 81 |
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| No log | 0.1853 | 58 | 1.0211 | 0.0305 | 1.0211 | 1.0105 |
|
| 82 |
+
| No log | 0.1917 | 60 | 1.2145 | 0.0264 | 1.2145 | 1.1020 |
|
| 83 |
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| No log | 0.1981 | 62 | 1.3577 | 0.1259 | 1.3577 | 1.1652 |
|
| 84 |
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| No log | 0.2045 | 64 | 1.3656 | 0.0083 | 1.3656 | 1.1686 |
|
| 85 |
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| No log | 0.2109 | 66 | 1.1545 | 0.0270 | 1.1545 | 1.0745 |
|
| 86 |
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| No log | 0.2173 | 68 | 0.9068 | 0.1422 | 0.9068 | 0.9523 |
|
| 87 |
+
| No log | 0.2236 | 70 | 0.7713 | 0.2485 | 0.7713 | 0.8782 |
|
| 88 |
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| No log | 0.2300 | 72 | 0.6797 | 0.3594 | 0.6797 | 0.8244 |
|
| 89 |
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| No log | 0.2364 | 74 | 0.6140 | 0.4173 | 0.6140 | 0.7836 |
|
| 90 |
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| No log | 0.2428 | 76 | 0.6424 | 0.3697 | 0.6424 | 0.8015 |
|
| 91 |
+
| No log | 0.2492 | 78 | 0.6280 | 0.4769 | 0.6280 | 0.7924 |
|
| 92 |
+
| No log | 0.2556 | 80 | 0.6277 | 0.4730 | 0.6277 | 0.7922 |
|
| 93 |
+
| No log | 0.2620 | 82 | 0.8400 | 0.4147 | 0.8400 | 0.9165 |
|
| 94 |
+
| No log | 0.2684 | 84 | 0.9110 | 0.4010 | 0.9110 | 0.9545 |
|
| 95 |
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| No log | 0.2748 | 86 | 0.5983 | 0.4092 | 0.5983 | 0.7735 |
|
| 96 |
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| No log | 0.2812 | 88 | 0.7873 | 0.4257 | 0.7873 | 0.8873 |
|
| 97 |
+
| No log | 0.2875 | 90 | 0.7316 | 0.3526 | 0.7316 | 0.8553 |
|
| 98 |
+
| No log | 0.2939 | 92 | 0.6685 | 0.3638 | 0.6685 | 0.8176 |
|
| 99 |
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| No log | 0.3003 | 94 | 0.8915 | 0.1760 | 0.8915 | 0.9442 |
|
| 100 |
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| No log | 0.3067 | 96 | 0.8645 | 0.2627 | 0.8645 | 0.9298 |
|
| 101 |
+
| No log | 0.3131 | 98 | 0.7685 | 0.3405 | 0.7685 | 0.8766 |
|
| 102 |
+
| No log | 0.3195 | 100 | 0.7467 | 0.2270 | 0.7467 | 0.8641 |
|
| 103 |
+
| No log | 0.3259 | 102 | 0.8013 | 0.1192 | 0.8013 | 0.8951 |
|
| 104 |
+
| No log | 0.3323 | 104 | 0.9633 | 0.0605 | 0.9633 | 0.9815 |
|
| 105 |
+
| No log | 0.3387 | 106 | 1.0627 | 0.0605 | 1.0627 | 1.0309 |
|
| 106 |
+
| No log | 0.3450 | 108 | 1.0173 | 0.0454 | 1.0173 | 1.0086 |
|
| 107 |
+
| No log | 0.3514 | 110 | 0.9394 | 0.0454 | 0.9394 | 0.9692 |
|
| 108 |
+
| No log | 0.3578 | 112 | 0.9076 | 0.0303 | 0.9076 | 0.9527 |
|
| 109 |
+
| No log | 0.3642 | 114 | 0.8952 | 0.0303 | 0.8952 | 0.9462 |
|
| 110 |
+
| No log | 0.3706 | 116 | 0.8916 | 0.0303 | 0.8916 | 0.9442 |
|
| 111 |
+
| No log | 0.3770 | 118 | 0.9258 | 0.0303 | 0.9258 | 0.9622 |
|
| 112 |
+
| No log | 0.3834 | 120 | 0.9832 | 0.0303 | 0.9832 | 0.9916 |
|
| 113 |
+
| No log | 0.3898 | 122 | 1.0736 | 0.0454 | 1.0736 | 1.0361 |
|
| 114 |
+
| No log | 0.3962 | 124 | 1.0216 | 0.0454 | 1.0216 | 1.0107 |
|
| 115 |
+
| No log | 0.4026 | 126 | 0.8795 | 0.0454 | 0.8795 | 0.9378 |
|
| 116 |
+
| No log | 0.4089 | 128 | 0.7657 | 0.1038 | 0.7657 | 0.8750 |
|
| 117 |
+
| No log | 0.4153 | 130 | 0.7572 | 0.3368 | 0.7572 | 0.8702 |
|
| 118 |
+
| No log | 0.4217 | 132 | 0.7604 | 0.3659 | 0.7604 | 0.8720 |
|
| 119 |
+
| No log | 0.4281 | 134 | 0.7236 | 0.3423 | 0.7236 | 0.8506 |
|
| 120 |
+
| No log | 0.4345 | 136 | 0.7035 | 0.3122 | 0.7035 | 0.8387 |
|
| 121 |
+
| No log | 0.4409 | 138 | 0.6901 | 0.2892 | 0.6901 | 0.8307 |
|
| 122 |
+
| No log | 0.4473 | 140 | 0.6815 | 0.3058 | 0.6815 | 0.8255 |
|
| 123 |
+
| No log | 0.4537 | 142 | 0.6868 | 0.2647 | 0.6868 | 0.8288 |
|
| 124 |
+
| No log | 0.4601 | 144 | 0.6907 | 0.2579 | 0.6907 | 0.8311 |
|
| 125 |
+
| No log | 0.4665 | 146 | 0.6745 | 0.3055 | 0.6745 | 0.8213 |
|
| 126 |
+
| No log | 0.4728 | 148 | 0.6595 | 0.3717 | 0.6595 | 0.8121 |
|
| 127 |
+
| No log | 0.4792 | 150 | 0.6524 | 0.3292 | 0.6524 | 0.8077 |
|
| 128 |
+
| No log | 0.4856 | 152 | 0.6886 | 0.3203 | 0.6886 | 0.8298 |
|
| 129 |
+
| No log | 0.4920 | 154 | 0.7503 | 0.3443 | 0.7503 | 0.8662 |
|
| 130 |
+
| No log | 0.4984 | 156 | 0.6808 | 0.3780 | 0.6808 | 0.8251 |
|
| 131 |
+
| No log | 0.5048 | 158 | 0.6214 | 0.4531 | 0.6214 | 0.7883 |
|
| 132 |
+
| No log | 0.5112 | 160 | 0.6668 | 0.4780 | 0.6668 | 0.8166 |
|
| 133 |
+
| No log | 0.5176 | 162 | 0.7490 | 0.4344 | 0.7490 | 0.8655 |
|
| 134 |
+
| No log | 0.5240 | 164 | 0.6910 | 0.5076 | 0.6910 | 0.8313 |
|
| 135 |
+
| No log | 0.5304 | 166 | 0.7093 | 0.5142 | 0.7093 | 0.8422 |
|
| 136 |
+
| No log | 0.5367 | 168 | 0.7310 | 0.4688 | 0.7310 | 0.8550 |
|
| 137 |
+
| No log | 0.5431 | 170 | 0.9167 | 0.4039 | 0.9167 | 0.9575 |
|
| 138 |
+
| No log | 0.5495 | 172 | 0.8016 | 0.4293 | 0.8016 | 0.8953 |
|
| 139 |
+
| No log | 0.5559 | 174 | 0.6468 | 0.4546 | 0.6468 | 0.8043 |
|
| 140 |
+
| No log | 0.5623 | 176 | 0.6163 | 0.4502 | 0.6163 | 0.7851 |
|
| 141 |
+
| No log | 0.5687 | 178 | 0.6205 | 0.4677 | 0.6205 | 0.7877 |
|
| 142 |
+
| No log | 0.5751 | 180 | 0.8090 | 0.3836 | 0.8090 | 0.8995 |
|
| 143 |
+
| No log | 0.5815 | 182 | 1.0889 | 0.2889 | 1.0889 | 1.0435 |
|
| 144 |
+
| No log | 0.5879 | 184 | 1.0199 | 0.3314 | 1.0199 | 1.0099 |
|
| 145 |
+
| No log | 0.5942 | 186 | 0.7844 | 0.4196 | 0.7844 | 0.8857 |
|
| 146 |
+
| No log | 0.6006 | 188 | 0.7298 | 0.4455 | 0.7298 | 0.8543 |
|
| 147 |
+
| No log | 0.6070 | 190 | 0.6889 | 0.5196 | 0.6889 | 0.8300 |
|
| 148 |
+
| No log | 0.6134 | 192 | 0.6650 | 0.5442 | 0.6650 | 0.8155 |
|
| 149 |
+
| No log | 0.6198 | 194 | 0.9556 | 0.4504 | 0.9556 | 0.9776 |
|
| 150 |
+
| No log | 0.6262 | 196 | 1.0715 | 0.4310 | 1.0715 | 1.0351 |
|
| 151 |
+
| No log | 0.6326 | 198 | 0.8792 | 0.4290 | 0.8792 | 0.9376 |
|
| 152 |
+
| No log | 0.6390 | 200 | 0.6891 | 0.4396 | 0.6891 | 0.8301 |
|
| 153 |
+
| No log | 0.6454 | 202 | 0.6187 | 0.4235 | 0.6187 | 0.7866 |
|
| 154 |
+
| No log | 0.6518 | 204 | 0.5729 | 0.4618 | 0.5729 | 0.7569 |
|
| 155 |
+
| No log | 0.6581 | 206 | 0.6131 | 0.4766 | 0.6131 | 0.7830 |
|
| 156 |
+
| No log | 0.6645 | 208 | 0.6430 | 0.4009 | 0.6430 | 0.8019 |
|
| 157 |
+
| No log | 0.6709 | 210 | 0.6184 | 0.3622 | 0.6184 | 0.7864 |
|
| 158 |
+
| No log | 0.6773 | 212 | 0.5833 | 0.4038 | 0.5833 | 0.7637 |
|
| 159 |
+
| No log | 0.6837 | 214 | 0.5658 | 0.4655 | 0.5658 | 0.7522 |
|
| 160 |
+
| No log | 0.6901 | 216 | 0.5564 | 0.4766 | 0.5564 | 0.7460 |
|
| 161 |
+
| No log | 0.6965 | 218 | 0.5657 | 0.4962 | 0.5657 | 0.7521 |
|
| 162 |
+
| No log | 0.7029 | 220 | 0.5501 | 0.5293 | 0.5501 | 0.7417 |
|
| 163 |
+
| No log | 0.7093 | 222 | 0.5467 | 0.4965 | 0.5467 | 0.7394 |
|
| 164 |
+
| No log | 0.7157 | 224 | 0.5482 | 0.5217 | 0.5482 | 0.7404 |
|
| 165 |
+
| No log | 0.7220 | 226 | 0.5428 | 0.5536 | 0.5428 | 0.7368 |
|
| 166 |
+
| No log | 0.7284 | 228 | 0.5636 | 0.5639 | 0.5636 | 0.7508 |
|
| 167 |
+
| No log | 0.7348 | 230 | 0.7022 | 0.4997 | 0.7022 | 0.8380 |
|
| 168 |
+
| No log | 0.7412 | 232 | 0.7378 | 0.4808 | 0.7378 | 0.8590 |
|
| 169 |
+
| No log | 0.7476 | 234 | 0.6728 | 0.5107 | 0.6728 | 0.8202 |
|
| 170 |
+
| No log | 0.7540 | 236 | 0.5034 | 0.5644 | 0.5034 | 0.7095 |
|
| 171 |
+
| No log | 0.7604 | 238 | 0.5079 | 0.5697 | 0.5079 | 0.7127 |
|
| 172 |
+
| No log | 0.7668 | 240 | 0.5089 | 0.5928 | 0.5089 | 0.7134 |
|
| 173 |
+
| No log | 0.7732 | 242 | 0.5576 | 0.6044 | 0.5576 | 0.7467 |
|
| 174 |
+
| No log | 0.7796 | 244 | 0.5606 | 0.6147 | 0.5606 | 0.7487 |
|
| 175 |
+
| No log | 0.7859 | 246 | 0.5818 | 0.5958 | 0.5818 | 0.7628 |
|
| 176 |
+
| No log | 0.7923 | 248 | 0.5693 | 0.6018 | 0.5693 | 0.7545 |
|
| 177 |
+
| No log | 0.7987 | 250 | 0.5535 | 0.6051 | 0.5535 | 0.7440 |
|
| 178 |
+
| No log | 0.8051 | 252 | 0.5726 | 0.5868 | 0.5726 | 0.7567 |
|
| 179 |
+
| No log | 0.8115 | 254 | 0.5979 | 0.5598 | 0.5979 | 0.7732 |
|
| 180 |
+
| No log | 0.8179 | 256 | 0.5690 | 0.5805 | 0.5690 | 0.7543 |
|
| 181 |
+
| No log | 0.8243 | 258 | 0.5648 | 0.5802 | 0.5648 | 0.7515 |
|
| 182 |
+
| No log | 0.8307 | 260 | 0.5905 | 0.5929 | 0.5905 | 0.7684 |
|
| 183 |
+
| No log | 0.8371 | 262 | 0.6339 | 0.6026 | 0.6339 | 0.7962 |
|
| 184 |
+
| No log | 0.8435 | 264 | 0.6263 | 0.5929 | 0.6263 | 0.7914 |
|
| 185 |
+
| No log | 0.8498 | 266 | 0.5912 | 0.6171 | 0.5912 | 0.7689 |
|
| 186 |
+
| No log | 0.8562 | 268 | 0.6898 | 0.5281 | 0.6898 | 0.8305 |
|
| 187 |
+
| No log | 0.8626 | 270 | 0.6641 | 0.5299 | 0.6641 | 0.8149 |
|
| 188 |
+
| No log | 0.8690 | 272 | 0.5859 | 0.6167 | 0.5859 | 0.7655 |
|
| 189 |
+
| No log | 0.8754 | 274 | 0.5572 | 0.6187 | 0.5572 | 0.7465 |
|
| 190 |
+
| No log | 0.8818 | 276 | 0.5277 | 0.6169 | 0.5277 | 0.7264 |
|
| 191 |
+
| No log | 0.8882 | 278 | 0.5105 | 0.6041 | 0.5105 | 0.7145 |
|
| 192 |
+
| No log | 0.8946 | 280 | 0.5466 | 0.5819 | 0.5466 | 0.7393 |
|
| 193 |
+
| No log | 0.9010 | 282 | 0.6836 | 0.5319 | 0.6836 | 0.8268 |
|
| 194 |
+
| No log | 0.9073 | 284 | 0.7468 | 0.4894 | 0.7468 | 0.8642 |
|
| 195 |
+
| No log | 0.9137 | 286 | 0.5943 | 0.5349 | 0.5943 | 0.7709 |
|
| 196 |
+
| No log | 0.9201 | 288 | 0.5176 | 0.5748 | 0.5176 | 0.7194 |
|
| 197 |
+
| No log | 0.9265 | 290 | 0.5666 | 0.5032 | 0.5666 | 0.7527 |
|
| 198 |
+
| No log | 0.9329 | 292 | 0.5318 | 0.5537 | 0.5318 | 0.7292 |
|
| 199 |
+
| No log | 0.9393 | 294 | 0.5558 | 0.4979 | 0.5558 | 0.7455 |
|
| 200 |
+
| No log | 0.9457 | 296 | 0.6299 | 0.4862 | 0.6299 | 0.7937 |
|
| 201 |
+
| No log | 0.9521 | 298 | 0.5586 | 0.4950 | 0.5586 | 0.7474 |
|
| 202 |
+
| No log | 0.9585 | 300 | 0.5150 | 0.5756 | 0.5150 | 0.7176 |
|
| 203 |
+
| No log | 0.9649 | 302 | 0.5683 | 0.5081 | 0.5683 | 0.7539 |
|
| 204 |
+
| No log | 0.9712 | 304 | 0.5254 | 0.5737 | 0.5254 | 0.7248 |
|
| 205 |
+
| No log | 0.9776 | 306 | 0.5668 | 0.5760 | 0.5668 | 0.7529 |
|
| 206 |
+
| No log | 0.9840 | 308 | 0.7742 | 0.4684 | 0.7742 | 0.8799 |
|
| 207 |
+
| No log | 0.9904 | 310 | 0.7429 | 0.4835 | 0.7429 | 0.8619 |
|
| 208 |
+
| No log | 0.9968 | 312 | 0.5823 | 0.5627 | 0.5823 | 0.7631 |
|
| 209 |
+
| No log | 1.0032 | 314 | 0.5441 | 0.5921 | 0.5441 | 0.7377 |
|
| 210 |
+
| No log | 1.0096 | 316 | 0.5254 | 0.5869 | 0.5254 | 0.7248 |
|
| 211 |
+
| No log | 1.0160 | 318 | 0.5194 | 0.5967 | 0.5194 | 0.7207 |
|
| 212 |
+
| No log | 1.0224 | 320 | 0.6348 | 0.5184 | 0.6348 | 0.7967 |
|
| 213 |
+
| No log | 1.0288 | 322 | 0.8903 | 0.4547 | 0.8903 | 0.9436 |
|
| 214 |
+
| No log | 1.0351 | 324 | 0.8783 | 0.4535 | 0.8783 | 0.9372 |
|
| 215 |
+
| No log | 1.0415 | 326 | 0.6466 | 0.5219 | 0.6466 | 0.8041 |
|
| 216 |
+
| No log | 1.0479 | 328 | 0.5019 | 0.5718 | 0.5019 | 0.7085 |
|
| 217 |
+
| No log | 1.0543 | 330 | 0.5862 | 0.5062 | 0.5862 | 0.7656 |
|
| 218 |
+
| No log | 1.0607 | 332 | 0.5929 | 0.5032 | 0.5929 | 0.7700 |
|
| 219 |
+
| No log | 1.0671 | 334 | 0.5625 | 0.5776 | 0.5625 | 0.7500 |
|
| 220 |
+
| No log | 1.0735 | 336 | 0.6067 | 0.5732 | 0.6067 | 0.7789 |
|
| 221 |
+
| No log | 1.0799 | 338 | 0.7038 | 0.5443 | 0.7038 | 0.8389 |
|
| 222 |
+
| No log | 1.0863 | 340 | 0.7157 | 0.5104 | 0.7157 | 0.8460 |
|
| 223 |
+
| No log | 1.0927 | 342 | 0.6231 | 0.5373 | 0.6231 | 0.7894 |
|
| 224 |
+
| No log | 1.0990 | 344 | 0.5771 | 0.5279 | 0.5771 | 0.7597 |
|
| 225 |
+
| No log | 1.1054 | 346 | 0.5323 | 0.5526 | 0.5323 | 0.7296 |
|
| 226 |
+
| No log | 1.1118 | 348 | 0.5114 | 0.5441 | 0.5114 | 0.7151 |
|
| 227 |
+
| No log | 1.1182 | 350 | 0.5019 | 0.5546 | 0.5019 | 0.7084 |
|
| 228 |
+
| No log | 1.1246 | 352 | 0.5061 | 0.5911 | 0.5061 | 0.7114 |
|
| 229 |
+
| No log | 1.1310 | 354 | 0.5772 | 0.5684 | 0.5772 | 0.7597 |
|
| 230 |
+
| No log | 1.1374 | 356 | 0.7295 | 0.5205 | 0.7295 | 0.8541 |
|
| 231 |
+
| No log | 1.1438 | 358 | 0.7301 | 0.5292 | 0.7302 | 0.8545 |
|
| 232 |
+
| No log | 1.1502 | 360 | 0.5965 | 0.5672 | 0.5965 | 0.7724 |
|
| 233 |
+
| No log | 1.1565 | 362 | 0.4838 | 0.6062 | 0.4838 | 0.6956 |
|
| 234 |
+
| No log | 1.1629 | 364 | 0.5009 | 0.5791 | 0.5009 | 0.7077 |
|
| 235 |
+
| No log | 1.1693 | 366 | 0.5029 | 0.5863 | 0.5029 | 0.7092 |
|
| 236 |
+
| No log | 1.1757 | 368 | 0.4848 | 0.5875 | 0.4848 | 0.6963 |
|
| 237 |
+
| No log | 1.1821 | 370 | 0.5024 | 0.6104 | 0.5024 | 0.7088 |
|
| 238 |
+
| No log | 1.1885 | 372 | 0.6283 | 0.5661 | 0.6283 | 0.7926 |
|
| 239 |
+
| No log | 1.1949 | 374 | 0.6387 | 0.5677 | 0.6386 | 0.7992 |
|
| 240 |
+
| No log | 1.2013 | 376 | 0.5846 | 0.5944 | 0.5846 | 0.7646 |
|
| 241 |
+
| No log | 1.2077 | 378 | 0.5259 | 0.6301 | 0.5259 | 0.7252 |
|
| 242 |
+
| No log | 1.2141 | 380 | 0.5019 | 0.6667 | 0.5019 | 0.7084 |
|
| 243 |
+
| No log | 1.2204 | 382 | 0.4996 | 0.6532 | 0.4996 | 0.7069 |
|
| 244 |
+
| No log | 1.2268 | 384 | 0.5254 | 0.6186 | 0.5254 | 0.7248 |
|
| 245 |
+
| No log | 1.2332 | 386 | 0.5246 | 0.6204 | 0.5246 | 0.7243 |
|
| 246 |
+
| No log | 1.2396 | 388 | 0.5114 | 0.6423 | 0.5114 | 0.7151 |
|
| 247 |
+
| No log | 1.2460 | 390 | 0.5082 | 0.6607 | 0.5082 | 0.7129 |
|
| 248 |
+
| No log | 1.2524 | 392 | 0.5013 | 0.6404 | 0.5013 | 0.7080 |
|
| 249 |
+
| No log | 1.2588 | 394 | 0.5014 | 0.6276 | 0.5014 | 0.7081 |
|
| 250 |
+
| No log | 1.2652 | 396 | 0.5414 | 0.6151 | 0.5414 | 0.7358 |
|
| 251 |
+
| No log | 1.2716 | 398 | 0.6054 | 0.5775 | 0.6054 | 0.7781 |
|
| 252 |
+
| No log | 1.2780 | 400 | 0.6109 | 0.5593 | 0.6109 | 0.7816 |
|
| 253 |
+
| No log | 1.2843 | 402 | 0.5288 | 0.6223 | 0.5288 | 0.7272 |
|
| 254 |
+
| No log | 1.2907 | 404 | 0.5242 | 0.6114 | 0.5242 | 0.7240 |
|
| 255 |
+
| No log | 1.2971 | 406 | 0.5698 | 0.5541 | 0.5698 | 0.7549 |
|
| 256 |
+
| No log | 1.3035 | 408 | 0.4942 | 0.5917 | 0.4942 | 0.7030 |
|
| 257 |
+
| No log | 1.3099 | 410 | 0.5691 | 0.5508 | 0.5691 | 0.7544 |
|
| 258 |
+
| No log | 1.3163 | 412 | 0.9131 | 0.4879 | 0.9131 | 0.9556 |
|
| 259 |
+
| No log | 1.3227 | 414 | 0.9528 | 0.4723 | 0.9528 | 0.9761 |
|
| 260 |
+
| No log | 1.3291 | 416 | 0.6707 | 0.5511 | 0.6707 | 0.8189 |
|
| 261 |
+
| No log | 1.3355 | 418 | 0.5115 | 0.6085 | 0.5115 | 0.7152 |
|
| 262 |
+
| No log | 1.3419 | 420 | 0.5088 | 0.6127 | 0.5088 | 0.7133 |
|
| 263 |
+
| No log | 1.3482 | 422 | 0.5311 | 0.5849 | 0.5311 | 0.7287 |
|
| 264 |
+
| No log | 1.3546 | 424 | 0.5162 | 0.6139 | 0.5162 | 0.7184 |
|
| 265 |
+
| No log | 1.3610 | 426 | 0.5316 | 0.6238 | 0.5316 | 0.7291 |
|
| 266 |
+
| No log | 1.3674 | 428 | 0.5635 | 0.6196 | 0.5635 | 0.7507 |
|
| 267 |
+
| No log | 1.3738 | 430 | 0.5632 | 0.6221 | 0.5632 | 0.7504 |
|
| 268 |
+
| No log | 1.3802 | 432 | 0.5306 | 0.6182 | 0.5306 | 0.7284 |
|
| 269 |
+
| No log | 1.3866 | 434 | 0.5292 | 0.5859 | 0.5292 | 0.7275 |
|
| 270 |
+
| No log | 1.3930 | 436 | 0.5325 | 0.5829 | 0.5325 | 0.7297 |
|
| 271 |
+
| No log | 1.3994 | 438 | 0.5575 | 0.5608 | 0.5575 | 0.7467 |
|
| 272 |
+
| No log | 1.4058 | 440 | 0.5533 | 0.5699 | 0.5533 | 0.7439 |
|
| 273 |
+
| No log | 1.4121 | 442 | 0.6610 | 0.5229 | 0.6610 | 0.8130 |
|
| 274 |
+
| No log | 1.4185 | 444 | 0.7123 | 0.5164 | 0.7123 | 0.8440 |
|
| 275 |
+
| No log | 1.4249 | 446 | 0.7038 | 0.5182 | 0.7038 | 0.8389 |
|
| 276 |
+
| No log | 1.4313 | 448 | 0.6581 | 0.5356 | 0.6581 | 0.8112 |
|
| 277 |
+
| No log | 1.4377 | 450 | 0.5394 | 0.5661 | 0.5394 | 0.7345 |
|
| 278 |
+
| No log | 1.4441 | 452 | 0.5510 | 0.5694 | 0.5510 | 0.7423 |
|
| 279 |
+
| No log | 1.4505 | 454 | 0.7241 | 0.5564 | 0.7241 | 0.8509 |
|
| 280 |
+
| No log | 1.4569 | 456 | 0.7602 | 0.5564 | 0.7602 | 0.8719 |
|
| 281 |
+
| No log | 1.4633 | 458 | 0.6329 | 0.5904 | 0.6329 | 0.7955 |
|
| 282 |
+
| No log | 1.4696 | 460 | 0.5282 | 0.6404 | 0.5282 | 0.7268 |
|
| 283 |
+
| No log | 1.4760 | 462 | 0.5269 | 0.6467 | 0.5269 | 0.7259 |
|
| 284 |
+
| No log | 1.4824 | 464 | 0.5748 | 0.6200 | 0.5748 | 0.7582 |
|
| 285 |
+
| No log | 1.4888 | 466 | 0.5812 | 0.6141 | 0.5812 | 0.7623 |
|
| 286 |
+
| No log | 1.4952 | 468 | 0.6618 | 0.5862 | 0.6618 | 0.8135 |
|
| 287 |
+
| No log | 1.5016 | 470 | 0.6957 | 0.5556 | 0.6957 | 0.8341 |
|
| 288 |
+
| No log | 1.5080 | 472 | 0.5942 | 0.5583 | 0.5942 | 0.7708 |
|
| 289 |
+
| No log | 1.5144 | 474 | 0.5677 | 0.5649 | 0.5677 | 0.7534 |
|
| 290 |
+
| No log | 1.5208 | 476 | 0.5033 | 0.5608 | 0.5033 | 0.7094 |
|
| 291 |
+
| No log | 1.5272 | 478 | 0.4932 | 0.6044 | 0.4932 | 0.7023 |
|
| 292 |
+
| No log | 1.5335 | 480 | 0.4891 | 0.6172 | 0.4891 | 0.6994 |
|
| 293 |
+
| No log | 1.5399 | 482 | 0.4898 | 0.5956 | 0.4898 | 0.6999 |
|
| 294 |
+
| No log | 1.5463 | 484 | 0.5221 | 0.6368 | 0.5221 | 0.7226 |
|
| 295 |
+
| No log | 1.5527 | 486 | 0.5464 | 0.6472 | 0.5464 | 0.7392 |
|
| 296 |
+
| No log | 1.5591 | 488 | 0.5805 | 0.6327 | 0.5805 | 0.7619 |
|
| 297 |
+
| No log | 1.5655 | 490 | 0.6747 | 0.6249 | 0.6747 | 0.8214 |
|
| 298 |
+
| No log | 1.5719 | 492 | 0.5983 | 0.6314 | 0.5983 | 0.7735 |
|
| 299 |
+
| No log | 1.5783 | 494 | 0.7806 | 0.5802 | 0.7806 | 0.8835 |
|
| 300 |
+
| No log | 1.5847 | 496 | 0.7993 | 0.5570 | 0.7993 | 0.8940 |
|
| 301 |
+
| No log | 1.5911 | 498 | 0.5924 | 0.5663 | 0.5924 | 0.7697 |
|
| 302 |
+
| 1.101 | 1.5974 | 500 | 0.5255 | 0.5639 | 0.5255 | 0.7249 |
|
| 303 |
+
| 1.101 | 1.6038 | 502 | 0.5810 | 0.5596 | 0.5810 | 0.7623 |
|
| 304 |
+
| 1.101 | 1.6102 | 504 | 0.7125 | 0.5372 | 0.7125 | 0.8441 |
|
| 305 |
+
| 1.101 | 1.6166 | 506 | 0.9871 | 0.4630 | 0.9871 | 0.9935 |
|
| 306 |
+
| 1.101 | 1.6230 | 508 | 0.8710 | 0.4943 | 0.8710 | 0.9333 |
|
| 307 |
+
| 1.101 | 1.6294 | 510 | 0.5645 | 0.5704 | 0.5645 | 0.7513 |
|
| 308 |
+
| 1.101 | 1.6358 | 512 | 0.5009 | 0.6151 | 0.5009 | 0.7077 |
|
| 309 |
+
| 1.101 | 1.6422 | 514 | 0.5118 | 0.6244 | 0.5118 | 0.7154 |
|
| 310 |
+
| 1.101 | 1.6486 | 516 | 0.5063 | 0.6205 | 0.5063 | 0.7115 |
|
| 311 |
+
| 1.101 | 1.6550 | 518 | 0.6408 | 0.6155 | 0.6408 | 0.8005 |
|
| 312 |
+
| 1.101 | 1.6613 | 520 | 0.6900 | 0.6134 | 0.6900 | 0.8307 |
|
| 313 |
+
| 1.101 | 1.6677 | 522 | 0.5672 | 0.6289 | 0.5672 | 0.7531 |
|
| 314 |
+
| 1.101 | 1.6741 | 524 | 0.5420 | 0.6309 | 0.5420 | 0.7362 |
|
| 315 |
+
| 1.101 | 1.6805 | 526 | 0.5626 | 0.6089 | 0.5626 | 0.7500 |
|
| 316 |
+
| 1.101 | 1.6869 | 528 | 0.5913 | 0.6131 | 0.5913 | 0.7690 |
|
| 317 |
+
| 1.101 | 1.6933 | 530 | 0.5878 | 0.6118 | 0.5878 | 0.7667 |
|
| 318 |
+
| 1.101 | 1.6997 | 532 | 0.5405 | 0.6099 | 0.5405 | 0.7352 |
|
| 319 |
+
| 1.101 | 1.7061 | 534 | 0.5279 | 0.6266 | 0.5279 | 0.7266 |
|
| 320 |
+
| 1.101 | 1.7125 | 536 | 0.5262 | 0.5928 | 0.5262 | 0.7254 |
|
| 321 |
+
| 1.101 | 1.7188 | 538 | 0.6117 | 0.5801 | 0.6117 | 0.7821 |
|
| 322 |
+
| 1.101 | 1.7252 | 540 | 0.6637 | 0.5780 | 0.6637 | 0.8147 |
|
| 323 |
+
| 1.101 | 1.7316 | 542 | 0.5605 | 0.5888 | 0.5605 | 0.7486 |
|
| 324 |
+
| 1.101 | 1.7380 | 544 | 0.5468 | 0.6120 | 0.5468 | 0.7395 |
|
| 325 |
+
| 1.101 | 1.7444 | 546 | 0.5785 | 0.6011 | 0.5785 | 0.7606 |
|
| 326 |
+
| 1.101 | 1.7508 | 548 | 0.6099 | 0.5966 | 0.6099 | 0.7810 |
|
| 327 |
+
| 1.101 | 1.7572 | 550 | 0.5263 | 0.5887 | 0.5263 | 0.7255 |
|
| 328 |
+
| 1.101 | 1.7636 | 552 | 0.5123 | 0.5621 | 0.5123 | 0.7157 |
|
| 329 |
+
| 1.101 | 1.7700 | 554 | 0.5413 | 0.6015 | 0.5413 | 0.7358 |
|
| 330 |
+
| 1.101 | 1.7764 | 556 | 0.6397 | 0.5928 | 0.6397 | 0.7998 |
|
| 331 |
+
| 1.101 | 1.7827 | 558 | 0.6356 | 0.5995 | 0.6356 | 0.7973 |
|
| 332 |
+
| 1.101 | 1.7891 | 560 | 0.5189 | 0.6094 | 0.5189 | 0.7204 |
|
| 333 |
+
| 1.101 | 1.7955 | 562 | 0.5587 | 0.5999 | 0.5587 | 0.7474 |
|
| 334 |
+
| 1.101 | 1.8019 | 564 | 0.5617 | 0.6159 | 0.5617 | 0.7495 |
|
| 335 |
+
| 1.101 | 1.8083 | 566 | 0.5474 | 0.6195 | 0.5474 | 0.7399 |
|
| 336 |
+
| 1.101 | 1.8147 | 568 | 0.6126 | 0.5953 | 0.6126 | 0.7827 |
|
| 337 |
+
| 1.101 | 1.8211 | 570 | 0.5543 | 0.5968 | 0.5543 | 0.7445 |
|
| 338 |
+
| 1.101 | 1.8275 | 572 | 0.5161 | 0.5932 | 0.5161 | 0.7184 |
|
| 339 |
+
| 1.101 | 1.8339 | 574 | 0.5178 | 0.5779 | 0.5178 | 0.7196 |
|
| 340 |
+
| 1.101 | 1.8403 | 576 | 0.5708 | 0.5950 | 0.5708 | 0.7555 |
|
| 341 |
+
| 1.101 | 1.8466 | 578 | 0.5868 | 0.6101 | 0.5868 | 0.7660 |
|
| 342 |
+
| 1.101 | 1.8530 | 580 | 0.5487 | 0.6114 | 0.5487 | 0.7408 |
|
| 343 |
+
| 1.101 | 1.8594 | 582 | 0.5474 | 0.6201 | 0.5474 | 0.7398 |
|
| 344 |
+
| 1.101 | 1.8658 | 584 | 0.5542 | 0.6283 | 0.5542 | 0.7444 |
|
| 345 |
+
| 1.101 | 1.8722 | 586 | 0.6019 | 0.6163 | 0.6019 | 0.7758 |
|
| 346 |
+
| 1.101 | 1.8786 | 588 | 0.5532 | 0.6401 | 0.5532 | 0.7438 |
|
| 347 |
+
| 1.101 | 1.8850 | 590 | 0.5798 | 0.6266 | 0.5798 | 0.7615 |
|
| 348 |
+
| 1.101 | 1.8914 | 592 | 0.5626 | 0.6302 | 0.5626 | 0.7501 |
|
| 349 |
+
| 1.101 | 1.8978 | 594 | 0.5310 | 0.6339 | 0.5310 | 0.7287 |
|
| 350 |
+
| 1.101 | 1.9042 | 596 | 0.5663 | 0.6290 | 0.5663 | 0.7526 |
|
| 351 |
+
| 1.101 | 1.9105 | 598 | 0.5680 | 0.6178 | 0.5680 | 0.7537 |
|
| 352 |
+
| 1.101 | 1.9169 | 600 | 0.5362 | 0.6415 | 0.5362 | 0.7323 |
|
| 353 |
+
| 1.101 | 1.9233 | 602 | 0.5624 | 0.6126 | 0.5624 | 0.7500 |
|
| 354 |
+
| 1.101 | 1.9297 | 604 | 0.5652 | 0.6106 | 0.5652 | 0.7518 |
|
| 355 |
+
| 1.101 | 1.9361 | 606 | 0.5244 | 0.5924 | 0.5244 | 0.7241 |
|
| 356 |
+
| 1.101 | 1.9425 | 608 | 0.5859 | 0.5403 | 0.5859 | 0.7654 |
|
| 357 |
+
| 1.101 | 1.9489 | 610 | 0.5554 | 0.5617 | 0.5554 | 0.7452 |
|
| 358 |
+
| 1.101 | 1.9553 | 612 | 0.5315 | 0.5861 | 0.5315 | 0.7291 |
|
| 359 |
+
| 1.101 | 1.9617 | 614 | 0.6501 | 0.5648 | 0.6501 | 0.8063 |
|
| 360 |
+
| 1.101 | 1.9681 | 616 | 0.7035 | 0.5525 | 0.7035 | 0.8387 |
|
| 361 |
+
| 1.101 | 1.9744 | 618 | 0.6290 | 0.5957 | 0.6290 | 0.7931 |
|
| 362 |
+
| 1.101 | 1.9808 | 620 | 0.5286 | 0.5949 | 0.5286 | 0.7271 |
|
| 363 |
+
| 1.101 | 1.9872 | 622 | 0.5406 | 0.6193 | 0.5406 | 0.7353 |
|
| 364 |
+
| 1.101 | 1.9936 | 624 | 0.5473 | 0.6179 | 0.5473 | 0.7398 |
|
| 365 |
+
| 1.101 | 2.0 | 626 | 0.5539 | 0.6202 | 0.5539 | 0.7442 |
|
| 366 |
+
| 1.101 | 2.0064 | 628 | 0.5890 | 0.6154 | 0.5890 | 0.7675 |
|
| 367 |
+
| 1.101 | 2.0128 | 630 | 0.5489 | 0.6163 | 0.5489 | 0.7409 |
|
| 368 |
+
| 1.101 | 2.0192 | 632 | 0.5566 | 0.6092 | 0.5566 | 0.7461 |
|
| 369 |
+
| 1.101 | 2.0256 | 634 | 0.5635 | 0.5984 | 0.5635 | 0.7507 |
|
| 370 |
+
| 1.101 | 2.0319 | 636 | 0.5711 | 0.6186 | 0.5711 | 0.7557 |
|
| 371 |
+
| 1.101 | 2.0383 | 638 | 0.6110 | 0.6104 | 0.6110 | 0.7816 |
|
| 372 |
+
| 1.101 | 2.0447 | 640 | 0.5538 | 0.5938 | 0.5538 | 0.7442 |
|
| 373 |
+
| 1.101 | 2.0511 | 642 | 0.5113 | 0.5841 | 0.5113 | 0.7150 |
|
| 374 |
+
| 1.101 | 2.0575 | 644 | 0.5271 | 0.5874 | 0.5271 | 0.7260 |
|
| 375 |
+
| 1.101 | 2.0639 | 646 | 0.5216 | 0.5905 | 0.5216 | 0.7222 |
|
| 376 |
+
| 1.101 | 2.0703 | 648 | 0.6193 | 0.5988 | 0.6193 | 0.7869 |
|
| 377 |
+
| 1.101 | 2.0767 | 650 | 0.6065 | 0.6125 | 0.6065 | 0.7788 |
|
| 378 |
+
| 1.101 | 2.0831 | 652 | 0.5600 | 0.6185 | 0.5600 | 0.7484 |
|
| 379 |
+
| 1.101 | 2.0895 | 654 | 0.5508 | 0.6107 | 0.5508 | 0.7422 |
|
| 380 |
+
| 1.101 | 2.0958 | 656 | 0.5955 | 0.6130 | 0.5955 | 0.7717 |
|
| 381 |
+
| 1.101 | 2.1022 | 658 | 0.7094 | 0.5874 | 0.7094 | 0.8422 |
|
| 382 |
+
| 1.101 | 2.1086 | 660 | 0.6274 | 0.5954 | 0.6274 | 0.7921 |
|
| 383 |
+
| 1.101 | 2.1150 | 662 | 0.5220 | 0.5659 | 0.5220 | 0.7225 |
|
| 384 |
+
| 1.101 | 2.1214 | 664 | 0.5190 | 0.5728 | 0.5190 | 0.7204 |
|
| 385 |
+
| 1.101 | 2.1278 | 666 | 0.5357 | 0.6038 | 0.5357 | 0.7319 |
|
| 386 |
+
| 1.101 | 2.1342 | 668 | 0.6761 | 0.5903 | 0.6761 | 0.8222 |
|
| 387 |
+
| 1.101 | 2.1406 | 670 | 0.6504 | 0.6080 | 0.6504 | 0.8064 |
|
| 388 |
+
| 1.101 | 2.1470 | 672 | 0.5222 | 0.6194 | 0.5222 | 0.7226 |
|
| 389 |
+
| 1.101 | 2.1534 | 674 | 0.5044 | 0.6187 | 0.5044 | 0.7102 |
|
| 390 |
+
| 1.101 | 2.1597 | 676 | 0.5098 | 0.6134 | 0.5098 | 0.7140 |
|
| 391 |
+
| 1.101 | 2.1661 | 678 | 0.5297 | 0.6335 | 0.5297 | 0.7278 |
|
| 392 |
+
| 1.101 | 2.1725 | 680 | 0.5478 | 0.6427 | 0.5478 | 0.7401 |
|
| 393 |
+
| 1.101 | 2.1789 | 682 | 0.5275 | 0.6148 | 0.5275 | 0.7263 |
|
| 394 |
+
| 1.101 | 2.1853 | 684 | 0.5266 | 0.6184 | 0.5266 | 0.7257 |
|
| 395 |
+
| 1.101 | 2.1917 | 686 | 0.5684 | 0.6228 | 0.5684 | 0.7539 |
|
| 396 |
+
| 1.101 | 2.1981 | 688 | 0.6556 | 0.5798 | 0.6556 | 0.8097 |
|
| 397 |
+
| 1.101 | 2.2045 | 690 | 0.5975 | 0.5957 | 0.5975 | 0.7730 |
|
| 398 |
+
| 1.101 | 2.2109 | 692 | 0.5624 | 0.5841 | 0.5624 | 0.7500 |
|
| 399 |
+
| 1.101 | 2.2173 | 694 | 0.5557 | 0.5731 | 0.5557 | 0.7455 |
|
| 400 |
+
| 1.101 | 2.2236 | 696 | 0.5674 | 0.5909 | 0.5674 | 0.7532 |
|
| 401 |
+
| 1.101 | 2.2300 | 698 | 0.6784 | 0.5898 | 0.6784 | 0.8236 |
|
| 402 |
+
| 1.101 | 2.2364 | 700 | 0.7042 | 0.5866 | 0.7042 | 0.8392 |
|
| 403 |
+
| 1.101 | 2.2428 | 702 | 0.5733 | 0.6054 | 0.5733 | 0.7572 |
|
| 404 |
+
| 1.101 | 2.2492 | 704 | 0.5587 | 0.5962 | 0.5587 | 0.7474 |
|
| 405 |
+
| 1.101 | 2.2556 | 706 | 0.5883 | 0.6141 | 0.5883 | 0.7670 |
|
| 406 |
+
| 1.101 | 2.2620 | 708 | 0.6093 | 0.6061 | 0.6093 | 0.7806 |
|
| 407 |
+
| 1.101 | 2.2684 | 710 | 0.5561 | 0.6348 | 0.5561 | 0.7457 |
|
| 408 |
+
| 1.101 | 2.2748 | 712 | 0.5758 | 0.6402 | 0.5758 | 0.7588 |
|
| 409 |
+
| 1.101 | 2.2812 | 714 | 0.5957 | 0.6330 | 0.5957 | 0.7718 |
|
| 410 |
+
| 1.101 | 2.2875 | 716 | 0.6277 | 0.6273 | 0.6277 | 0.7923 |
|
| 411 |
+
| 1.101 | 2.2939 | 718 | 0.5723 | 0.6150 | 0.5723 | 0.7565 |
|
| 412 |
+
| 1.101 | 2.3003 | 720 | 0.5384 | 0.6221 | 0.5384 | 0.7338 |
|
| 413 |
+
| 1.101 | 2.3067 | 722 | 0.5417 | 0.6075 | 0.5417 | 0.7360 |
|
| 414 |
+
| 1.101 | 2.3131 | 724 | 0.5438 | 0.6034 | 0.5438 | 0.7374 |
|
| 415 |
+
| 1.101 | 2.3195 | 726 | 0.5568 | 0.6059 | 0.5568 | 0.7462 |
|
| 416 |
+
| 1.101 | 2.3259 | 728 | 0.6121 | 0.6180 | 0.6121 | 0.7824 |
|
| 417 |
+
| 1.101 | 2.3323 | 730 | 0.6185 | 0.6236 | 0.6185 | 0.7865 |
|
| 418 |
+
| 1.101 | 2.3387 | 732 | 0.5714 | 0.6286 | 0.5714 | 0.7559 |
|
| 419 |
+
| 1.101 | 2.3450 | 734 | 0.5561 | 0.6232 | 0.5561 | 0.7457 |
|
| 420 |
+
| 1.101 | 2.3514 | 736 | 0.5621 | 0.6235 | 0.5621 | 0.7498 |
|
| 421 |
+
| 1.101 | 2.3578 | 738 | 0.6028 | 0.6194 | 0.6028 | 0.7764 |
|
| 422 |
+
| 1.101 | 2.3642 | 740 | 0.6133 | 0.6207 | 0.6133 | 0.7831 |
|
| 423 |
+
| 1.101 | 2.3706 | 742 | 0.6046 | 0.6146 | 0.6046 | 0.7776 |
|
| 424 |
+
| 1.101 | 2.3770 | 744 | 0.6446 | 0.6069 | 0.6446 | 0.8028 |
|
| 425 |
+
| 1.101 | 2.3834 | 746 | 0.6123 | 0.6208 | 0.6123 | 0.7825 |
|
| 426 |
+
| 1.101 | 2.3898 | 748 | 0.6639 | 0.6185 | 0.6639 | 0.8148 |
|
| 427 |
+
| 1.101 | 2.3962 | 750 | 0.6063 | 0.5973 | 0.6063 | 0.7787 |
|
| 428 |
+
| 1.101 | 2.4026 | 752 | 0.5595 | 0.5782 | 0.5595 | 0.7480 |
|
| 429 |
+
| 1.101 | 2.4089 | 754 | 0.5630 | 0.5766 | 0.5630 | 0.7504 |
|
| 430 |
+
| 1.101 | 2.4153 | 756 | 0.5936 | 0.5800 | 0.5936 | 0.7705 |
|
| 431 |
+
| 1.101 | 2.4217 | 758 | 0.8046 | 0.5068 | 0.8046 | 0.8970 |
|
| 432 |
+
| 1.101 | 2.4281 | 760 | 0.7585 | 0.5133 | 0.7585 | 0.8709 |
|
| 433 |
+
| 1.101 | 2.4345 | 762 | 0.5866 | 0.5562 | 0.5866 | 0.7659 |
|
| 434 |
+
| 1.101 | 2.4409 | 764 | 0.5498 | 0.5516 | 0.5498 | 0.7415 |
|
| 435 |
+
| 1.101 | 2.4473 | 766 | 0.5444 | 0.5534 | 0.5444 | 0.7378 |
|
| 436 |
+
|
| 437 |
+
|
| 438 |
+
### Framework versions
|
| 439 |
+
|
| 440 |
+
- Transformers 4.44.2
|
| 441 |
+
- Pytorch 2.4.0+cu118
|
| 442 |
+
- Datasets 2.21.0
|
| 443 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "bert-base-uncased",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"gradient_checkpointing": false,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "LABEL_0"
|
| 14 |
+
},
|
| 15 |
+
"initializer_range": 0.02,
|
| 16 |
+
"intermediate_size": 3072,
|
| 17 |
+
"label2id": {
|
| 18 |
+
"LABEL_0": 0
|
| 19 |
+
},
|
| 20 |
+
"layer_norm_eps": 1e-12,
|
| 21 |
+
"max_position_embeddings": 512,
|
| 22 |
+
"model_type": "bert",
|
| 23 |
+
"num_attention_heads": 12,
|
| 24 |
+
"num_hidden_layers": 12,
|
| 25 |
+
"pad_token_id": 0,
|
| 26 |
+
"position_embedding_type": "absolute",
|
| 27 |
+
"problem_type": "regression",
|
| 28 |
+
"torch_dtype": "float32",
|
| 29 |
+
"transformers_version": "4.44.2",
|
| 30 |
+
"type_vocab_size": 2,
|
| 31 |
+
"use_cache": true,
|
| 32 |
+
"vocab_size": 30522
|
| 33 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6565eb0beacc7468ec46977dd39c78df3176c09ec3b12bffc7a0924f96ec6b31
|
| 3 |
+
size 437955572
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ba81016ab445a681fb887b97bcce20f104d39bccdfa1ad744b8eeae41f762eef
|
| 3 |
+
size 5240
|