Model save
Browse files
README.md
ADDED
|
@@ -0,0 +1,529 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: Daewon0808/prm800k_llama_fulltune
|
| 3 |
+
library_name: peft
|
| 4 |
+
license: llama3.1
|
| 5 |
+
tags:
|
| 6 |
+
- generated_from_trainer
|
| 7 |
+
model-index:
|
| 8 |
+
- name: mmlu_noaugs_nopsych_llama_lora
|
| 9 |
+
results: []
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 13 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 14 |
+
|
| 15 |
+
# mmlu_noaugs_nopsych_llama_lora
|
| 16 |
+
|
| 17 |
+
This model is a fine-tuned version of [Daewon0808/prm800k_llama_fulltune](https://huggingface.co/Daewon0808/prm800k_llama_fulltune) on an unknown dataset.
|
| 18 |
+
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 0.2654
|
| 20 |
+
- Prm accuracy: 0.8968
|
| 21 |
+
- Prm precision: 0.9052
|
| 22 |
+
- Prm recall: 0.9813
|
| 23 |
+
- Prm specificty: 0.4211
|
| 24 |
+
- Prm npv: 0.8
|
| 25 |
+
- Prm f1: 0.9417
|
| 26 |
+
- Prm f1 neg: 0.5517
|
| 27 |
+
- Prm f1 auc: 0.9021
|
| 28 |
+
|
| 29 |
+
## Model description
|
| 30 |
+
|
| 31 |
+
More information needed
|
| 32 |
+
|
| 33 |
+
## Intended uses & limitations
|
| 34 |
+
|
| 35 |
+
More information needed
|
| 36 |
+
|
| 37 |
+
## Training and evaluation data
|
| 38 |
+
|
| 39 |
+
More information needed
|
| 40 |
+
|
| 41 |
+
## Training procedure
|
| 42 |
+
|
| 43 |
+
### Training hyperparameters
|
| 44 |
+
|
| 45 |
+
The following hyperparameters were used during training:
|
| 46 |
+
- learning_rate: 0.0001
|
| 47 |
+
- train_batch_size: 2
|
| 48 |
+
- eval_batch_size: 4
|
| 49 |
+
- seed: 908932403
|
| 50 |
+
- distributed_type: multi-GPU
|
| 51 |
+
- num_devices: 8
|
| 52 |
+
- gradient_accumulation_steps: 2
|
| 53 |
+
- total_train_batch_size: 32
|
| 54 |
+
- total_eval_batch_size: 32
|
| 55 |
+
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
| 56 |
+
- lr_scheduler_type: cosine
|
| 57 |
+
- lr_scheduler_warmup_ratio: 0.1
|
| 58 |
+
- num_epochs: 1
|
| 59 |
+
|
| 60 |
+
### Training results
|
| 61 |
+
|
| 62 |
+
| Training Loss | Epoch | Step | Validation Loss | Prm accuracy | Prm precision | Prm recall | Prm specificty | Prm npv | Prm f1 | Prm f1 neg | Prm f1 auc |
|
| 63 |
+
|:-------------:|:------:|:----:|:---------------:|:------------:|:-------------:|:----------:|:--------------:|:-------:|:------:|:----------:|:----------:|
|
| 64 |
+
| No log | 0 | 0 | 0.3535 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.8195 |
|
| 65 |
+
| 0.3152 | 0.0022 | 5 | 0.3536 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.8187 |
|
| 66 |
+
| 0.2883 | 0.0044 | 10 | 0.3544 | 0.8333 | 0.8772 | 0.9346 | 0.2632 | 0.4167 | 0.9050 | 0.3226 | 0.8185 |
|
| 67 |
+
| 0.2757 | 0.0066 | 15 | 0.3512 | 0.8333 | 0.8707 | 0.9439 | 0.2105 | 0.4 | 0.9058 | 0.2759 | 0.8197 |
|
| 68 |
+
| 0.3127 | 0.0088 | 20 | 0.3479 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.8217 |
|
| 69 |
+
| 0.2761 | 0.0110 | 25 | 0.3569 | 0.8492 | 0.8667 | 0.9720 | 0.1579 | 0.5 | 0.9163 | 0.24 | 0.8291 |
|
| 70 |
+
| 0.2428 | 0.0132 | 30 | 0.3707 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.8355 |
|
| 71 |
+
| 0.3209 | 0.0153 | 35 | 0.3736 | 0.8492 | 0.8607 | 0.9813 | 0.1053 | 0.5 | 0.9170 | 0.1739 | 0.8510 |
|
| 72 |
+
| 0.1768 | 0.0175 | 40 | 0.3464 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.8539 |
|
| 73 |
+
| 0.2484 | 0.0197 | 45 | 0.3232 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8623 |
|
| 74 |
+
| 0.2607 | 0.0219 | 50 | 0.3095 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8645 |
|
| 75 |
+
| 0.2409 | 0.0241 | 55 | 0.2997 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8731 |
|
| 76 |
+
| 0.2738 | 0.0263 | 60 | 0.2976 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8724 |
|
| 77 |
+
| 0.2431 | 0.0285 | 65 | 0.2903 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.8728 |
|
| 78 |
+
| 0.2376 | 0.0307 | 70 | 0.2904 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8765 |
|
| 79 |
+
| 0.2579 | 0.0329 | 75 | 0.2810 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.8748 |
|
| 80 |
+
| 0.2104 | 0.0351 | 80 | 0.2800 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.8714 |
|
| 81 |
+
| 0.2574 | 0.0373 | 85 | 0.2910 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8682 |
|
| 82 |
+
| 0.1896 | 0.0395 | 90 | 0.2931 | 0.8413 | 0.8783 | 0.9439 | 0.2632 | 0.4545 | 0.9099 | 0.3333 | 0.8647 |
|
| 83 |
+
| 0.3026 | 0.0417 | 95 | 0.2986 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.8652 |
|
| 84 |
+
| 0.173 | 0.0439 | 100 | 0.2993 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.8655 |
|
| 85 |
+
| 0.2512 | 0.0460 | 105 | 0.3053 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8665 |
|
| 86 |
+
| 0.2996 | 0.0482 | 110 | 0.3039 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8593 |
|
| 87 |
+
| 0.1872 | 0.0504 | 115 | 0.2932 | 0.8571 | 0.8870 | 0.9533 | 0.3158 | 0.5455 | 0.9189 | 0.4 | 0.8571 |
|
| 88 |
+
| 0.2379 | 0.0526 | 120 | 0.2947 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8615 |
|
| 89 |
+
| 0.1712 | 0.0548 | 125 | 0.3035 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.8610 |
|
| 90 |
+
| 0.1837 | 0.0570 | 130 | 0.3021 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8534 |
|
| 91 |
+
| 0.2209 | 0.0592 | 135 | 0.3041 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8576 |
|
| 92 |
+
| 0.1306 | 0.0614 | 140 | 0.2931 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8591 |
|
| 93 |
+
| 0.1808 | 0.0636 | 145 | 0.2911 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8613 |
|
| 94 |
+
| 0.2423 | 0.0658 | 150 | 0.2801 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.8615 |
|
| 95 |
+
| 0.2523 | 0.0680 | 155 | 0.2778 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.8613 |
|
| 96 |
+
| 0.2505 | 0.0702 | 160 | 0.2762 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.8647 |
|
| 97 |
+
| 0.2769 | 0.0724 | 165 | 0.2880 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.8716 |
|
| 98 |
+
| 0.2222 | 0.0745 | 170 | 0.3008 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8719 |
|
| 99 |
+
| 0.2107 | 0.0767 | 175 | 0.2775 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.8667 |
|
| 100 |
+
| 0.2588 | 0.0789 | 180 | 0.2861 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8724 |
|
| 101 |
+
| 0.3149 | 0.0811 | 185 | 0.2724 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.8733 |
|
| 102 |
+
| 0.1723 | 0.0833 | 190 | 0.2699 | 0.8492 | 0.8860 | 0.9439 | 0.3158 | 0.5 | 0.9140 | 0.3871 | 0.8657 |
|
| 103 |
+
| 0.1598 | 0.0855 | 195 | 0.2952 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8721 |
|
| 104 |
+
| 0.2689 | 0.0877 | 200 | 0.2663 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.8736 |
|
| 105 |
+
| 0.2338 | 0.0899 | 205 | 0.2645 | 0.8492 | 0.8793 | 0.9533 | 0.2632 | 0.5 | 0.9148 | 0.3448 | 0.8756 |
|
| 106 |
+
| 0.2 | 0.0921 | 210 | 0.2691 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.8682 |
|
| 107 |
+
| 0.2015 | 0.0943 | 215 | 0.2753 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.8578 |
|
| 108 |
+
| 0.2198 | 0.0965 | 220 | 0.2964 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8606 |
|
| 109 |
+
| 0.267 | 0.0987 | 225 | 0.3055 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.8669 |
|
| 110 |
+
| 0.1917 | 0.1009 | 230 | 0.2919 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.8615 |
|
| 111 |
+
| 0.2209 | 0.1030 | 235 | 0.3272 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8665 |
|
| 112 |
+
| 0.2225 | 0.1052 | 240 | 0.2783 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.8709 |
|
| 113 |
+
| 0.263 | 0.1074 | 245 | 0.2831 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8832 |
|
| 114 |
+
| 0.2133 | 0.1096 | 250 | 0.3012 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8888 |
|
| 115 |
+
| 0.2062 | 0.1118 | 255 | 0.2782 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8844 |
|
| 116 |
+
| 0.2785 | 0.1140 | 260 | 0.2817 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.8743 |
|
| 117 |
+
| 0.2293 | 0.1162 | 265 | 0.2894 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.8733 |
|
| 118 |
+
| 0.2058 | 0.1184 | 270 | 0.2879 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.8689 |
|
| 119 |
+
| 0.2189 | 0.1206 | 275 | 0.2976 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.8697 |
|
| 120 |
+
| 0.2254 | 0.1228 | 280 | 0.2900 | 0.8492 | 0.9 | 0.9252 | 0.4211 | 0.5 | 0.9124 | 0.4571 | 0.8635 |
|
| 121 |
+
| 0.2024 | 0.1250 | 285 | 0.2966 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8625 |
|
| 122 |
+
| 0.1949 | 0.1272 | 290 | 0.2856 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8596 |
|
| 123 |
+
| 0.197 | 0.1294 | 295 | 0.2710 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8697 |
|
| 124 |
+
| 0.3204 | 0.1316 | 300 | 0.3050 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.8817 |
|
| 125 |
+
| 0.2122 | 0.1337 | 305 | 0.2831 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8684 |
|
| 126 |
+
| 0.1843 | 0.1359 | 310 | 0.2816 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8733 |
|
| 127 |
+
| 0.2801 | 0.1381 | 315 | 0.2849 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8810 |
|
| 128 |
+
| 0.2158 | 0.1403 | 320 | 0.2865 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8768 |
|
| 129 |
+
| 0.2114 | 0.1425 | 325 | 0.2819 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8765 |
|
| 130 |
+
| 0.1284 | 0.1447 | 330 | 0.2824 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8753 |
|
| 131 |
+
| 0.3562 | 0.1469 | 335 | 0.2841 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8778 |
|
| 132 |
+
| 0.2426 | 0.1491 | 340 | 0.2964 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8625 |
|
| 133 |
+
| 0.1825 | 0.1513 | 345 | 0.3231 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.8578 |
|
| 134 |
+
| 0.1783 | 0.1535 | 350 | 0.2922 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.8522 |
|
| 135 |
+
| 0.2274 | 0.1557 | 355 | 0.3187 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8433 |
|
| 136 |
+
| 0.2465 | 0.1579 | 360 | 0.3217 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.8382 |
|
| 137 |
+
| 0.1787 | 0.1601 | 365 | 0.3156 | 0.8492 | 0.8729 | 0.9626 | 0.2105 | 0.5 | 0.9156 | 0.2963 | 0.8455 |
|
| 138 |
+
| 0.2308 | 0.1622 | 370 | 0.3013 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8593 |
|
| 139 |
+
| 0.3263 | 0.1644 | 375 | 0.2969 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.8623 |
|
| 140 |
+
| 0.2479 | 0.1666 | 380 | 0.3123 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.8549 |
|
| 141 |
+
| 0.2156 | 0.1688 | 385 | 0.3031 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.8507 |
|
| 142 |
+
| 0.1761 | 0.1710 | 390 | 0.3184 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8424 |
|
| 143 |
+
| 0.2581 | 0.1732 | 395 | 0.3563 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.8468 |
|
| 144 |
+
| 0.2229 | 0.1754 | 400 | 0.2982 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8470 |
|
| 145 |
+
| 0.1629 | 0.1776 | 405 | 0.3366 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.8588 |
|
| 146 |
+
| 0.1342 | 0.1798 | 410 | 0.3014 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8677 |
|
| 147 |
+
| 0.1539 | 0.1820 | 415 | 0.3007 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.8778 |
|
| 148 |
+
| 0.2665 | 0.1842 | 420 | 0.2997 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8827 |
|
| 149 |
+
| 0.1963 | 0.1864 | 425 | 0.2826 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8746 |
|
| 150 |
+
| 0.203 | 0.1886 | 430 | 0.2884 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8738 |
|
| 151 |
+
| 0.1721 | 0.1907 | 435 | 0.3066 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8773 |
|
| 152 |
+
| 0.2361 | 0.1929 | 440 | 0.2913 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.8883 |
|
| 153 |
+
| 0.2817 | 0.1951 | 445 | 0.2867 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8854 |
|
| 154 |
+
| 0.1172 | 0.1973 | 450 | 0.2943 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.8824 |
|
| 155 |
+
| 0.2486 | 0.1995 | 455 | 0.2864 | 0.8571 | 0.8803 | 0.9626 | 0.2632 | 0.5556 | 0.9196 | 0.3571 | 0.8721 |
|
| 156 |
+
| 0.1806 | 0.2017 | 460 | 0.3003 | 0.8413 | 0.8718 | 0.9533 | 0.2105 | 0.4444 | 0.9107 | 0.2857 | 0.8689 |
|
| 157 |
+
| 0.189 | 0.2039 | 465 | 0.3263 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8773 |
|
| 158 |
+
| 0.1633 | 0.2061 | 470 | 0.2798 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.8790 |
|
| 159 |
+
| 0.1821 | 0.2083 | 475 | 0.2838 | 0.8651 | 0.8814 | 0.9720 | 0.2632 | 0.625 | 0.9244 | 0.3704 | 0.8780 |
|
| 160 |
+
| 0.2364 | 0.2105 | 480 | 0.2791 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8765 |
|
| 161 |
+
| 0.162 | 0.2127 | 485 | 0.2738 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.8802 |
|
| 162 |
+
| 0.2163 | 0.2149 | 490 | 0.2824 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8844 |
|
| 163 |
+
| 0.1726 | 0.2171 | 495 | 0.2788 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.8886 |
|
| 164 |
+
| 0.1425 | 0.2193 | 500 | 0.2874 | 0.8492 | 0.9 | 0.9252 | 0.4211 | 0.5 | 0.9124 | 0.4571 | 0.8851 |
|
| 165 |
+
| 0.2366 | 0.2214 | 505 | 0.3013 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8768 |
|
| 166 |
+
| 0.1703 | 0.2236 | 510 | 0.2909 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8669 |
|
| 167 |
+
| 0.1598 | 0.2258 | 515 | 0.3462 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.8706 |
|
| 168 |
+
| 0.2662 | 0.2280 | 520 | 0.3053 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.8699 |
|
| 169 |
+
| 0.1837 | 0.2302 | 525 | 0.2901 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8726 |
|
| 170 |
+
| 0.1541 | 0.2324 | 530 | 0.3203 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8736 |
|
| 171 |
+
| 0.1649 | 0.2346 | 535 | 0.2801 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8684 |
|
| 172 |
+
| 0.1633 | 0.2368 | 540 | 0.2858 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8736 |
|
| 173 |
+
| 0.2582 | 0.2390 | 545 | 0.2783 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8768 |
|
| 174 |
+
| 0.1916 | 0.2412 | 550 | 0.2796 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.8824 |
|
| 175 |
+
| 0.2109 | 0.2434 | 555 | 0.2824 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8684 |
|
| 176 |
+
| 0.1871 | 0.2456 | 560 | 0.2792 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8583 |
|
| 177 |
+
| 0.2513 | 0.2478 | 565 | 0.3075 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.8615 |
|
| 178 |
+
| 0.2583 | 0.2499 | 570 | 0.3039 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8583 |
|
| 179 |
+
| 0.2263 | 0.2521 | 575 | 0.2992 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8637 |
|
| 180 |
+
| 0.1613 | 0.2543 | 580 | 0.2921 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8633 |
|
| 181 |
+
| 0.1698 | 0.2565 | 585 | 0.3073 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8588 |
|
| 182 |
+
| 0.1392 | 0.2587 | 590 | 0.3095 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8586 |
|
| 183 |
+
| 0.1988 | 0.2609 | 595 | 0.3137 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8606 |
|
| 184 |
+
| 0.2097 | 0.2631 | 600 | 0.2985 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8655 |
|
| 185 |
+
| 0.2183 | 0.2653 | 605 | 0.3053 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8655 |
|
| 186 |
+
| 0.161 | 0.2675 | 610 | 0.3000 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8601 |
|
| 187 |
+
| 0.1697 | 0.2697 | 615 | 0.3077 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.8532 |
|
| 188 |
+
| 0.131 | 0.2719 | 620 | 0.3478 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8586 |
|
| 189 |
+
| 0.1525 | 0.2741 | 625 | 0.2908 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.8687 |
|
| 190 |
+
| 0.2537 | 0.2763 | 630 | 0.2848 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8733 |
|
| 191 |
+
| 0.1557 | 0.2784 | 635 | 0.3082 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.8834 |
|
| 192 |
+
| 0.2125 | 0.2806 | 640 | 0.2864 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8805 |
|
| 193 |
+
| 0.1705 | 0.2828 | 645 | 0.2953 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8832 |
|
| 194 |
+
| 0.2135 | 0.2850 | 650 | 0.2960 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8827 |
|
| 195 |
+
| 0.1516 | 0.2872 | 655 | 0.2829 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8792 |
|
| 196 |
+
| 0.1559 | 0.2894 | 660 | 0.2888 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8842 |
|
| 197 |
+
| 0.1978 | 0.2916 | 665 | 0.3032 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8866 |
|
| 198 |
+
| 0.1667 | 0.2938 | 670 | 0.2908 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8851 |
|
| 199 |
+
| 0.1576 | 0.2960 | 675 | 0.2659 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.8883 |
|
| 200 |
+
| 0.1886 | 0.2982 | 680 | 0.2752 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8866 |
|
| 201 |
+
| 0.174 | 0.3004 | 685 | 0.3005 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8810 |
|
| 202 |
+
| 0.2147 | 0.3026 | 690 | 0.2873 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8765 |
|
| 203 |
+
| 0.1438 | 0.3048 | 695 | 0.2923 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.8701 |
|
| 204 |
+
| 0.1646 | 0.3070 | 700 | 0.3017 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.8765 |
|
| 205 |
+
| 0.2243 | 0.3091 | 705 | 0.2871 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.8861 |
|
| 206 |
+
| 0.2147 | 0.3113 | 710 | 0.2814 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.8854 |
|
| 207 |
+
| 0.1738 | 0.3135 | 715 | 0.2801 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.8849 |
|
| 208 |
+
| 0.2139 | 0.3157 | 720 | 0.2805 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.8859 |
|
| 209 |
+
| 0.1842 | 0.3179 | 725 | 0.2807 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8812 |
|
| 210 |
+
| 0.1849 | 0.3201 | 730 | 0.3078 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8805 |
|
| 211 |
+
| 0.2091 | 0.3223 | 735 | 0.2988 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.8765 |
|
| 212 |
+
| 0.1527 | 0.3245 | 740 | 0.2812 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8797 |
|
| 213 |
+
| 0.1785 | 0.3267 | 745 | 0.2814 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8805 |
|
| 214 |
+
| 0.2054 | 0.3289 | 750 | 0.2871 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8871 |
|
| 215 |
+
| 0.137 | 0.3311 | 755 | 0.2934 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8906 |
|
| 216 |
+
| 0.16 | 0.3333 | 760 | 0.3083 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8898 |
|
| 217 |
+
| 0.2532 | 0.3355 | 765 | 0.2865 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8893 |
|
| 218 |
+
| 0.1781 | 0.3376 | 770 | 0.2789 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8819 |
|
| 219 |
+
| 0.1639 | 0.3398 | 775 | 0.3053 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8802 |
|
| 220 |
+
| 0.2437 | 0.3420 | 780 | 0.3145 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8866 |
|
| 221 |
+
| 0.2312 | 0.3442 | 785 | 0.2714 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8874 |
|
| 222 |
+
| 0.1554 | 0.3464 | 790 | 0.2883 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8856 |
|
| 223 |
+
| 0.2216 | 0.3486 | 795 | 0.3239 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8812 |
|
| 224 |
+
| 0.1922 | 0.3508 | 800 | 0.2848 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8824 |
|
| 225 |
+
| 0.2119 | 0.3530 | 805 | 0.2844 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8822 |
|
| 226 |
+
| 0.1247 | 0.3552 | 810 | 0.3166 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8805 |
|
| 227 |
+
| 0.2219 | 0.3574 | 815 | 0.2963 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.8758 |
|
| 228 |
+
| 0.143 | 0.3596 | 820 | 0.2858 | 0.8571 | 0.8938 | 0.9439 | 0.3684 | 0.5385 | 0.9182 | 0.4375 | 0.8751 |
|
| 229 |
+
| 0.1912 | 0.3618 | 825 | 0.2993 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8753 |
|
| 230 |
+
| 0.1391 | 0.3640 | 830 | 0.3140 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8802 |
|
| 231 |
+
| 0.1428 | 0.3661 | 835 | 0.3116 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8827 |
|
| 232 |
+
| 0.2175 | 0.3683 | 840 | 0.2986 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8785 |
|
| 233 |
+
| 0.1284 | 0.3705 | 845 | 0.2924 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8822 |
|
| 234 |
+
| 0.1998 | 0.3727 | 850 | 0.2983 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8783 |
|
| 235 |
+
| 0.1314 | 0.3749 | 855 | 0.3201 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8780 |
|
| 236 |
+
| 0.1512 | 0.3771 | 860 | 0.3160 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8689 |
|
| 237 |
+
| 0.1667 | 0.3793 | 865 | 0.3163 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8706 |
|
| 238 |
+
| 0.1415 | 0.3815 | 870 | 0.2941 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.8724 |
|
| 239 |
+
| 0.2124 | 0.3837 | 875 | 0.3157 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8751 |
|
| 240 |
+
| 0.2389 | 0.3859 | 880 | 0.2964 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8805 |
|
| 241 |
+
| 0.1296 | 0.3881 | 885 | 0.2951 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8839 |
|
| 242 |
+
| 0.1905 | 0.3903 | 890 | 0.2916 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8834 |
|
| 243 |
+
| 0.122 | 0.3925 | 895 | 0.2994 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8876 |
|
| 244 |
+
| 0.1593 | 0.3947 | 900 | 0.3630 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8893 |
|
| 245 |
+
| 0.241 | 0.3968 | 905 | 0.3215 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8967 |
|
| 246 |
+
| 0.1187 | 0.3990 | 910 | 0.2687 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8987 |
|
| 247 |
+
| 0.1204 | 0.4012 | 915 | 0.2651 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8992 |
|
| 248 |
+
| 0.1034 | 0.4034 | 920 | 0.2931 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8972 |
|
| 249 |
+
| 0.1377 | 0.4056 | 925 | 0.3001 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8977 |
|
| 250 |
+
| 0.1992 | 0.4078 | 930 | 0.2799 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8930 |
|
| 251 |
+
| 0.177 | 0.4100 | 935 | 0.2757 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8940 |
|
| 252 |
+
| 0.1567 | 0.4122 | 940 | 0.2887 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8869 |
|
| 253 |
+
| 0.2894 | 0.4144 | 945 | 0.2825 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8839 |
|
| 254 |
+
| 0.2048 | 0.4166 | 950 | 0.2709 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8827 |
|
| 255 |
+
| 0.2071 | 0.4188 | 955 | 0.2768 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8856 |
|
| 256 |
+
| 0.1548 | 0.4210 | 960 | 0.2908 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8817 |
|
| 257 |
+
| 0.1732 | 0.4232 | 965 | 0.2951 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8832 |
|
| 258 |
+
| 0.1766 | 0.4253 | 970 | 0.2970 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8859 |
|
| 259 |
+
| 0.079 | 0.4275 | 975 | 0.2961 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8797 |
|
| 260 |
+
| 0.1258 | 0.4297 | 980 | 0.3025 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8817 |
|
| 261 |
+
| 0.171 | 0.4319 | 985 | 0.2784 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8819 |
|
| 262 |
+
| 0.2424 | 0.4341 | 990 | 0.2760 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8849 |
|
| 263 |
+
| 0.1652 | 0.4363 | 995 | 0.3107 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8874 |
|
| 264 |
+
| 0.1931 | 0.4385 | 1000 | 0.2819 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8886 |
|
| 265 |
+
| 0.1765 | 0.4407 | 1005 | 0.2831 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8864 |
|
| 266 |
+
| 0.2144 | 0.4429 | 1010 | 0.2834 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.8886 |
|
| 267 |
+
| 0.1163 | 0.4451 | 1015 | 0.2677 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8849 |
|
| 268 |
+
| 0.1216 | 0.4473 | 1020 | 0.2759 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8906 |
|
| 269 |
+
| 0.2004 | 0.4495 | 1025 | 0.2806 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8908 |
|
| 270 |
+
| 0.1825 | 0.4517 | 1030 | 0.2611 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.8901 |
|
| 271 |
+
| 0.1839 | 0.4538 | 1035 | 0.2721 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8930 |
|
| 272 |
+
| 0.3001 | 0.4560 | 1040 | 0.2794 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8972 |
|
| 273 |
+
| 0.2145 | 0.4582 | 1045 | 0.2734 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8915 |
|
| 274 |
+
| 0.1349 | 0.4604 | 1050 | 0.2656 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8906 |
|
| 275 |
+
| 0.1777 | 0.4626 | 1055 | 0.2605 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8940 |
|
| 276 |
+
| 0.1671 | 0.4648 | 1060 | 0.2660 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8982 |
|
| 277 |
+
| 0.2322 | 0.4670 | 1065 | 0.2841 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8974 |
|
| 278 |
+
| 0.1181 | 0.4692 | 1070 | 0.2808 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8940 |
|
| 279 |
+
| 0.212 | 0.4714 | 1075 | 0.2610 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8933 |
|
| 280 |
+
| 0.1851 | 0.4736 | 1080 | 0.2687 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8984 |
|
| 281 |
+
| 0.1869 | 0.4758 | 1085 | 0.2942 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8999 |
|
| 282 |
+
| 0.09 | 0.4780 | 1090 | 0.2786 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8992 |
|
| 283 |
+
| 0.146 | 0.4802 | 1095 | 0.2571 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8974 |
|
| 284 |
+
| 0.1683 | 0.4824 | 1100 | 0.2592 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8928 |
|
| 285 |
+
| 0.2235 | 0.4845 | 1105 | 0.2835 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8886 |
|
| 286 |
+
| 0.2279 | 0.4867 | 1110 | 0.2830 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8950 |
|
| 287 |
+
| 0.1453 | 0.4889 | 1115 | 0.2735 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8955 |
|
| 288 |
+
| 0.1645 | 0.4911 | 1120 | 0.2694 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8930 |
|
| 289 |
+
| 0.0881 | 0.4933 | 1125 | 0.2752 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8933 |
|
| 290 |
+
| 0.2244 | 0.4955 | 1130 | 0.2779 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8960 |
|
| 291 |
+
| 0.1949 | 0.4977 | 1135 | 0.2971 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8970 |
|
| 292 |
+
| 0.1816 | 0.4999 | 1140 | 0.2610 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8950 |
|
| 293 |
+
| 0.2087 | 0.5021 | 1145 | 0.2520 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.8945 |
|
| 294 |
+
| 0.2056 | 0.5043 | 1150 | 0.2598 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8955 |
|
| 295 |
+
| 0.1805 | 0.5065 | 1155 | 0.2802 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9009 |
|
| 296 |
+
| 0.1204 | 0.5087 | 1160 | 0.2702 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9038 |
|
| 297 |
+
| 0.2061 | 0.5109 | 1165 | 0.2637 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9036 |
|
| 298 |
+
| 0.1649 | 0.5130 | 1170 | 0.2740 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9046 |
|
| 299 |
+
| 0.2357 | 0.5152 | 1175 | 0.2668 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9083 |
|
| 300 |
+
| 0.1939 | 0.5174 | 1180 | 0.2697 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9004 |
|
| 301 |
+
| 0.1251 | 0.5196 | 1185 | 0.2868 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8997 |
|
| 302 |
+
| 0.1953 | 0.5218 | 1190 | 0.2591 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9021 |
|
| 303 |
+
| 0.1868 | 0.5240 | 1195 | 0.2499 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.9024 |
|
| 304 |
+
| 0.1387 | 0.5262 | 1200 | 0.2586 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9029 |
|
| 305 |
+
| 0.116 | 0.5284 | 1205 | 0.2912 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9026 |
|
| 306 |
+
| 0.1414 | 0.5306 | 1210 | 0.2956 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9021 |
|
| 307 |
+
| 0.2179 | 0.5328 | 1215 | 0.2962 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9041 |
|
| 308 |
+
| 0.1802 | 0.5350 | 1220 | 0.2800 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9056 |
|
| 309 |
+
| 0.1889 | 0.5372 | 1225 | 0.2720 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9085 |
|
| 310 |
+
| 0.1663 | 0.5394 | 1230 | 0.2755 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9110 |
|
| 311 |
+
| 0.2716 | 0.5415 | 1235 | 0.2546 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9026 |
|
| 312 |
+
| 0.2266 | 0.5437 | 1240 | 0.2556 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.9009 |
|
| 313 |
+
| 0.2394 | 0.5459 | 1245 | 0.2637 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8977 |
|
| 314 |
+
| 0.1599 | 0.5481 | 1250 | 0.2620 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8974 |
|
| 315 |
+
| 0.2274 | 0.5503 | 1255 | 0.2703 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8974 |
|
| 316 |
+
| 0.1813 | 0.5525 | 1260 | 0.2621 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8947 |
|
| 317 |
+
| 0.1684 | 0.5547 | 1265 | 0.2709 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8935 |
|
| 318 |
+
| 0.181 | 0.5569 | 1270 | 0.2690 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8947 |
|
| 319 |
+
| 0.2371 | 0.5591 | 1275 | 0.2759 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8933 |
|
| 320 |
+
| 0.155 | 0.5613 | 1280 | 0.2699 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8940 |
|
| 321 |
+
| 0.182 | 0.5635 | 1285 | 0.2666 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8967 |
|
| 322 |
+
| 0.2101 | 0.5657 | 1290 | 0.2665 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8957 |
|
| 323 |
+
| 0.1693 | 0.5679 | 1295 | 0.2666 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8923 |
|
| 324 |
+
| 0.139 | 0.5701 | 1300 | 0.2627 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8876 |
|
| 325 |
+
| 0.207 | 0.5722 | 1305 | 0.2716 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8847 |
|
| 326 |
+
| 0.1844 | 0.5744 | 1310 | 0.2729 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8869 |
|
| 327 |
+
| 0.1913 | 0.5766 | 1315 | 0.2803 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8869 |
|
| 328 |
+
| 0.1619 | 0.5788 | 1320 | 0.2964 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8883 |
|
| 329 |
+
| 0.1483 | 0.5810 | 1325 | 0.3136 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8861 |
|
| 330 |
+
| 0.2831 | 0.5832 | 1330 | 0.3054 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8812 |
|
| 331 |
+
| 0.1629 | 0.5854 | 1335 | 0.2836 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8802 |
|
| 332 |
+
| 0.1121 | 0.5876 | 1340 | 0.2779 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8807 |
|
| 333 |
+
| 0.1213 | 0.5898 | 1345 | 0.2712 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8807 |
|
| 334 |
+
| 0.169 | 0.5920 | 1350 | 0.2652 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.8829 |
|
| 335 |
+
| 0.1606 | 0.5942 | 1355 | 0.2654 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.8854 |
|
| 336 |
+
| 0.1351 | 0.5964 | 1360 | 0.2790 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8915 |
|
| 337 |
+
| 0.204 | 0.5986 | 1365 | 0.2826 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8942 |
|
| 338 |
+
| 0.2202 | 0.6007 | 1370 | 0.2727 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8910 |
|
| 339 |
+
| 0.1696 | 0.6029 | 1375 | 0.2598 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8933 |
|
| 340 |
+
| 0.1201 | 0.6051 | 1380 | 0.2585 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8947 |
|
| 341 |
+
| 0.1181 | 0.6073 | 1385 | 0.2605 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8955 |
|
| 342 |
+
| 0.1269 | 0.6095 | 1390 | 0.2611 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8989 |
|
| 343 |
+
| 0.1798 | 0.6117 | 1395 | 0.2721 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8992 |
|
| 344 |
+
| 0.1846 | 0.6139 | 1400 | 0.2686 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8997 |
|
| 345 |
+
| 0.1912 | 0.6161 | 1405 | 0.2691 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8989 |
|
| 346 |
+
| 0.1083 | 0.6183 | 1410 | 0.2749 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8972 |
|
| 347 |
+
| 0.1946 | 0.6205 | 1415 | 0.2731 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8997 |
|
| 348 |
+
| 0.1522 | 0.6227 | 1420 | 0.2734 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8977 |
|
| 349 |
+
| 0.1798 | 0.6249 | 1425 | 0.2743 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8984 |
|
| 350 |
+
| 0.1861 | 0.6271 | 1430 | 0.2774 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8967 |
|
| 351 |
+
| 0.1414 | 0.6292 | 1435 | 0.2688 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9001 |
|
| 352 |
+
| 0.1557 | 0.6314 | 1440 | 0.2619 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.9016 |
|
| 353 |
+
| 0.1602 | 0.6336 | 1445 | 0.2576 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.9006 |
|
| 354 |
+
| 0.1627 | 0.6358 | 1450 | 0.2592 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.8997 |
|
| 355 |
+
| 0.1072 | 0.6380 | 1455 | 0.2669 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8972 |
|
| 356 |
+
| 0.3161 | 0.6402 | 1460 | 0.2717 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8982 |
|
| 357 |
+
| 0.1323 | 0.6424 | 1465 | 0.2657 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.8960 |
|
| 358 |
+
| 0.1519 | 0.6446 | 1470 | 0.2647 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8952 |
|
| 359 |
+
| 0.1119 | 0.6468 | 1475 | 0.2647 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8942 |
|
| 360 |
+
| 0.1444 | 0.6490 | 1480 | 0.2718 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8947 |
|
| 361 |
+
| 0.1105 | 0.6512 | 1485 | 0.2814 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8947 |
|
| 362 |
+
| 0.2347 | 0.6534 | 1490 | 0.2798 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8947 |
|
| 363 |
+
| 0.2202 | 0.6556 | 1495 | 0.2669 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8947 |
|
| 364 |
+
| 0.161 | 0.6578 | 1500 | 0.2646 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8923 |
|
| 365 |
+
| 0.1966 | 0.6599 | 1505 | 0.2668 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8930 |
|
| 366 |
+
| 0.1199 | 0.6621 | 1510 | 0.2755 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8935 |
|
| 367 |
+
| 0.1211 | 0.6643 | 1515 | 0.2710 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8950 |
|
| 368 |
+
| 0.1362 | 0.6665 | 1520 | 0.2650 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8955 |
|
| 369 |
+
| 0.1494 | 0.6687 | 1525 | 0.2630 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.8960 |
|
| 370 |
+
| 0.164 | 0.6709 | 1530 | 0.2653 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.8952 |
|
| 371 |
+
| 0.2294 | 0.6731 | 1535 | 0.2739 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8952 |
|
| 372 |
+
| 0.0973 | 0.6753 | 1540 | 0.2842 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8940 |
|
| 373 |
+
| 0.0973 | 0.6775 | 1545 | 0.2899 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8925 |
|
| 374 |
+
| 0.1491 | 0.6797 | 1550 | 0.2880 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8920 |
|
| 375 |
+
| 0.1497 | 0.6819 | 1555 | 0.2753 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8856 |
|
| 376 |
+
| 0.0994 | 0.6841 | 1560 | 0.2713 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8849 |
|
| 377 |
+
| 0.15 | 0.6863 | 1565 | 0.2659 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8891 |
|
| 378 |
+
| 0.1513 | 0.6884 | 1570 | 0.2631 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8903 |
|
| 379 |
+
| 0.2217 | 0.6906 | 1575 | 0.2651 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8930 |
|
| 380 |
+
| 0.1699 | 0.6928 | 1580 | 0.2726 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8955 |
|
| 381 |
+
| 0.219 | 0.6950 | 1585 | 0.2741 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8977 |
|
| 382 |
+
| 0.1495 | 0.6972 | 1590 | 0.2647 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8994 |
|
| 383 |
+
| 0.1528 | 0.6994 | 1595 | 0.2597 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8989 |
|
| 384 |
+
| 0.1743 | 0.7016 | 1600 | 0.2534 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8984 |
|
| 385 |
+
| 0.2208 | 0.7038 | 1605 | 0.2511 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8984 |
|
| 386 |
+
| 0.1416 | 0.7060 | 1610 | 0.2594 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8967 |
|
| 387 |
+
| 0.1757 | 0.7082 | 1615 | 0.2653 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8979 |
|
| 388 |
+
| 0.1416 | 0.7104 | 1620 | 0.2691 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8962 |
|
| 389 |
+
| 0.1507 | 0.7126 | 1625 | 0.2743 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8984 |
|
| 390 |
+
| 0.2179 | 0.7148 | 1630 | 0.2733 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8984 |
|
| 391 |
+
| 0.1771 | 0.7169 | 1635 | 0.2683 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8984 |
|
| 392 |
+
| 0.2137 | 0.7191 | 1640 | 0.2624 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9011 |
|
| 393 |
+
| 0.1293 | 0.7213 | 1645 | 0.2632 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9038 |
|
| 394 |
+
| 0.1237 | 0.7235 | 1650 | 0.2673 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9011 |
|
| 395 |
+
| 0.1439 | 0.7257 | 1655 | 0.2684 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9011 |
|
| 396 |
+
| 0.1395 | 0.7279 | 1660 | 0.2707 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8994 |
|
| 397 |
+
| 0.1128 | 0.7301 | 1665 | 0.2733 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9011 |
|
| 398 |
+
| 0.1493 | 0.7323 | 1670 | 0.2758 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8982 |
|
| 399 |
+
| 0.1139 | 0.7345 | 1675 | 0.2763 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8989 |
|
| 400 |
+
| 0.1561 | 0.7367 | 1680 | 0.2693 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9011 |
|
| 401 |
+
| 0.1337 | 0.7389 | 1685 | 0.2721 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8994 |
|
| 402 |
+
| 0.1001 | 0.7411 | 1690 | 0.2705 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8989 |
|
| 403 |
+
| 0.1261 | 0.7433 | 1695 | 0.2685 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9014 |
|
| 404 |
+
| 0.2145 | 0.7455 | 1700 | 0.2680 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8999 |
|
| 405 |
+
| 0.2147 | 0.7476 | 1705 | 0.2661 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8994 |
|
| 406 |
+
| 0.2009 | 0.7498 | 1710 | 0.2625 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9016 |
|
| 407 |
+
| 0.1657 | 0.7520 | 1715 | 0.2634 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.9001 |
|
| 408 |
+
| 0.1085 | 0.7542 | 1720 | 0.2651 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8987 |
|
| 409 |
+
| 0.1354 | 0.7564 | 1725 | 0.2657 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8999 |
|
| 410 |
+
| 0.1836 | 0.7586 | 1730 | 0.2664 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.8977 |
|
| 411 |
+
| 0.1084 | 0.7608 | 1735 | 0.2626 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8984 |
|
| 412 |
+
| 0.1409 | 0.7630 | 1740 | 0.2606 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.8977 |
|
| 413 |
+
| 0.1176 | 0.7652 | 1745 | 0.2617 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.8979 |
|
| 414 |
+
| 0.1119 | 0.7674 | 1750 | 0.2641 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8977 |
|
| 415 |
+
| 0.1721 | 0.7696 | 1755 | 0.2669 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8979 |
|
| 416 |
+
| 0.2155 | 0.7718 | 1760 | 0.2675 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8984 |
|
| 417 |
+
| 0.1494 | 0.7740 | 1765 | 0.2726 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8967 |
|
| 418 |
+
| 0.0893 | 0.7761 | 1770 | 0.2728 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8967 |
|
| 419 |
+
| 0.1519 | 0.7783 | 1775 | 0.2712 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8982 |
|
| 420 |
+
| 0.1433 | 0.7805 | 1780 | 0.2719 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8972 |
|
| 421 |
+
| 0.2062 | 0.7827 | 1785 | 0.2749 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8947 |
|
| 422 |
+
| 0.1409 | 0.7849 | 1790 | 0.2802 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8952 |
|
| 423 |
+
| 0.1861 | 0.7871 | 1795 | 0.2779 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8972 |
|
| 424 |
+
| 0.0875 | 0.7893 | 1800 | 0.2760 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8974 |
|
| 425 |
+
| 0.1925 | 0.7915 | 1805 | 0.2743 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8947 |
|
| 426 |
+
| 0.1476 | 0.7937 | 1810 | 0.2675 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.8974 |
|
| 427 |
+
| 0.0945 | 0.7959 | 1815 | 0.2634 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.8960 |
|
| 428 |
+
| 0.2238 | 0.7981 | 1820 | 0.2612 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.8967 |
|
| 429 |
+
| 0.1325 | 0.8003 | 1825 | 0.2623 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.8974 |
|
| 430 |
+
| 0.1723 | 0.8025 | 1830 | 0.2647 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.8974 |
|
| 431 |
+
| 0.1213 | 0.8046 | 1835 | 0.2681 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.8940 |
|
| 432 |
+
| 0.1503 | 0.8068 | 1840 | 0.2675 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8945 |
|
| 433 |
+
| 0.1753 | 0.8090 | 1845 | 0.2682 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8950 |
|
| 434 |
+
| 0.1723 | 0.8112 | 1850 | 0.2651 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8957 |
|
| 435 |
+
| 0.1852 | 0.8134 | 1855 | 0.2679 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8992 |
|
| 436 |
+
| 0.1672 | 0.8156 | 1860 | 0.2703 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8982 |
|
| 437 |
+
| 0.1576 | 0.8178 | 1865 | 0.2709 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8997 |
|
| 438 |
+
| 0.1799 | 0.8200 | 1870 | 0.2714 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9001 |
|
| 439 |
+
| 0.1276 | 0.8222 | 1875 | 0.2708 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8982 |
|
| 440 |
+
| 0.1684 | 0.8244 | 1880 | 0.2716 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8970 |
|
| 441 |
+
| 0.154 | 0.8266 | 1885 | 0.2737 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8955 |
|
| 442 |
+
| 0.1553 | 0.8288 | 1890 | 0.2744 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8950 |
|
| 443 |
+
| 0.1332 | 0.8310 | 1895 | 0.2739 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8940 |
|
| 444 |
+
| 0.1541 | 0.8332 | 1900 | 0.2710 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8955 |
|
| 445 |
+
| 0.2033 | 0.8353 | 1905 | 0.2722 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8942 |
|
| 446 |
+
| 0.2443 | 0.8375 | 1910 | 0.2691 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8967 |
|
| 447 |
+
| 0.1505 | 0.8397 | 1915 | 0.2674 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8967 |
|
| 448 |
+
| 0.1574 | 0.8419 | 1920 | 0.2698 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8965 |
|
| 449 |
+
| 0.102 | 0.8441 | 1925 | 0.2703 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8967 |
|
| 450 |
+
| 0.1769 | 0.8463 | 1930 | 0.2725 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8970 |
|
| 451 |
+
| 0.1931 | 0.8485 | 1935 | 0.2725 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8955 |
|
| 452 |
+
| 0.1817 | 0.8507 | 1940 | 0.2705 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8994 |
|
| 453 |
+
| 0.183 | 0.8529 | 1945 | 0.2727 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8974 |
|
| 454 |
+
| 0.1471 | 0.8551 | 1950 | 0.2688 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8965 |
|
| 455 |
+
| 0.1598 | 0.8573 | 1955 | 0.2693 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8947 |
|
| 456 |
+
| 0.1261 | 0.8595 | 1960 | 0.2680 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8977 |
|
| 457 |
+
| 0.1328 | 0.8617 | 1965 | 0.2654 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8999 |
|
| 458 |
+
| 0.1594 | 0.8638 | 1970 | 0.2661 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9016 |
|
| 459 |
+
| 0.1585 | 0.8660 | 1975 | 0.2653 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8999 |
|
| 460 |
+
| 0.1312 | 0.8682 | 1980 | 0.2658 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9019 |
|
| 461 |
+
| 0.1724 | 0.8704 | 1985 | 0.2653 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9019 |
|
| 462 |
+
| 0.1817 | 0.8726 | 1990 | 0.2649 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9016 |
|
| 463 |
+
| 0.1529 | 0.8748 | 1995 | 0.2668 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8999 |
|
| 464 |
+
| 0.1708 | 0.8770 | 2000 | 0.2671 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9026 |
|
| 465 |
+
| 0.1643 | 0.8792 | 2005 | 0.2667 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9001 |
|
| 466 |
+
| 0.144 | 0.8814 | 2010 | 0.2678 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9006 |
|
| 467 |
+
| 0.1272 | 0.8836 | 2015 | 0.2680 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9014 |
|
| 468 |
+
| 0.172 | 0.8858 | 2020 | 0.2679 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8999 |
|
| 469 |
+
| 0.0938 | 0.8880 | 2025 | 0.2682 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9006 |
|
| 470 |
+
| 0.1132 | 0.8902 | 2030 | 0.2727 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8989 |
|
| 471 |
+
| 0.1771 | 0.8923 | 2035 | 0.2717 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8987 |
|
| 472 |
+
| 0.1504 | 0.8945 | 2040 | 0.2727 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9001 |
|
| 473 |
+
| 0.1576 | 0.8967 | 2045 | 0.2720 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9009 |
|
| 474 |
+
| 0.1325 | 0.8989 | 2050 | 0.2703 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9014 |
|
| 475 |
+
| 0.1571 | 0.9011 | 2055 | 0.2718 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.8994 |
|
| 476 |
+
| 0.2788 | 0.9033 | 2060 | 0.2711 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9011 |
|
| 477 |
+
| 0.2128 | 0.9055 | 2065 | 0.2692 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.8997 |
|
| 478 |
+
| 0.1171 | 0.9077 | 2070 | 0.2680 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9011 |
|
| 479 |
+
| 0.166 | 0.9099 | 2075 | 0.2678 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9004 |
|
| 480 |
+
| 0.1809 | 0.9121 | 2080 | 0.2668 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9004 |
|
| 481 |
+
| 0.1164 | 0.9143 | 2085 | 0.2654 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9021 |
|
| 482 |
+
| 0.1379 | 0.9165 | 2090 | 0.2640 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9021 |
|
| 483 |
+
| 0.1487 | 0.9187 | 2095 | 0.2654 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9014 |
|
| 484 |
+
| 0.2435 | 0.9209 | 2100 | 0.2649 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9036 |
|
| 485 |
+
| 0.1605 | 0.9230 | 2105 | 0.2673 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9001 |
|
| 486 |
+
| 0.1323 | 0.9252 | 2110 | 0.2657 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9026 |
|
| 487 |
+
| 0.2203 | 0.9274 | 2115 | 0.2665 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.9033 |
|
| 488 |
+
| 0.1762 | 0.9296 | 2120 | 0.2671 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9029 |
|
| 489 |
+
| 0.1391 | 0.9318 | 2125 | 0.2657 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9026 |
|
| 490 |
+
| 0.1297 | 0.9340 | 2130 | 0.2642 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9051 |
|
| 491 |
+
| 0.2028 | 0.9362 | 2135 | 0.2644 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9043 |
|
| 492 |
+
| 0.1121 | 0.9384 | 2140 | 0.2653 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9048 |
|
| 493 |
+
| 0.1418 | 0.9406 | 2145 | 0.2668 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9033 |
|
| 494 |
+
| 0.206 | 0.9428 | 2150 | 0.2646 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9033 |
|
| 495 |
+
| 0.149 | 0.9450 | 2155 | 0.2651 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9038 |
|
| 496 |
+
| 0.1883 | 0.9472 | 2160 | 0.2633 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9048 |
|
| 497 |
+
| 0.2401 | 0.9494 | 2165 | 0.2637 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9026 |
|
| 498 |
+
| 0.1705 | 0.9515 | 2170 | 0.2645 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9029 |
|
| 499 |
+
| 0.1484 | 0.9537 | 2175 | 0.2623 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9053 |
|
| 500 |
+
| 0.2313 | 0.9559 | 2180 | 0.2635 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9041 |
|
| 501 |
+
| 0.1434 | 0.9581 | 2185 | 0.2636 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9033 |
|
| 502 |
+
| 0.169 | 0.9603 | 2190 | 0.2631 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9041 |
|
| 503 |
+
| 0.1028 | 0.9625 | 2195 | 0.2636 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9026 |
|
| 504 |
+
| 0.1564 | 0.9647 | 2200 | 0.2639 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9036 |
|
| 505 |
+
| 0.0892 | 0.9669 | 2205 | 0.2641 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9033 |
|
| 506 |
+
| 0.1963 | 0.9691 | 2210 | 0.2645 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9029 |
|
| 507 |
+
| 0.0992 | 0.9713 | 2215 | 0.2635 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9065 |
|
| 508 |
+
| 0.1029 | 0.9735 | 2220 | 0.2633 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9038 |
|
| 509 |
+
| 0.1841 | 0.9757 | 2225 | 0.2649 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9009 |
|
| 510 |
+
| 0.1594 | 0.9779 | 2230 | 0.2642 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9021 |
|
| 511 |
+
| 0.1275 | 0.9800 | 2235 | 0.2634 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9033 |
|
| 512 |
+
| 0.1219 | 0.9822 | 2240 | 0.2647 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9021 |
|
| 513 |
+
| 0.1264 | 0.9844 | 2245 | 0.2651 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9038 |
|
| 514 |
+
| 0.1124 | 0.9866 | 2250 | 0.2634 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9029 |
|
| 515 |
+
| 0.0824 | 0.9888 | 2255 | 0.2659 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9016 |
|
| 516 |
+
| 0.1381 | 0.9910 | 2260 | 0.2652 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9029 |
|
| 517 |
+
| 0.133 | 0.9932 | 2265 | 0.2656 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9024 |
|
| 518 |
+
| 0.1017 | 0.9954 | 2270 | 0.2634 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9033 |
|
| 519 |
+
| 0.11 | 0.9976 | 2275 | 0.2633 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.9048 |
|
| 520 |
+
| 0.22 | 0.9998 | 2280 | 0.2654 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.9021 |
|
| 521 |
+
|
| 522 |
+
|
| 523 |
+
### Framework versions
|
| 524 |
+
|
| 525 |
+
- PEFT 0.12.0
|
| 526 |
+
- Transformers 4.46.0
|
| 527 |
+
- Pytorch 2.4.0+cu118
|
| 528 |
+
- Datasets 3.0.0
|
| 529 |
+
- Tokenizers 0.20.1
|