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VersaPRM-Base-8B

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Safetensors
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  1. .gitattributes +1 -0
  2. README.md +579 -0
  3. adapter_config.json +34 -0
  4. adapter_model.safetensors +3 -0
  5. special_tokens_map.json +17 -0
  6. tokenizer.json +3 -0
  7. tokenizer_config.json +2063 -0
  8. training_args.bin +3 -0
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README.md ADDED
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+ ---
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+ base_model: meta-llama/Llama-3.1-8B-Instruct
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+ library_name: peft
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+ license: llama3.1
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: VersaPRM-Base-8B
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+ results: []
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+ ---
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+
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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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+
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+ # VersaPRM-Base-8B
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+
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+ This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.2476
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+ - Prm accuracy: 0.8968
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+ - Prm precision: 0.9052
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+ - Prm recall: 0.9813
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+ - Prm specificty: 0.4211
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+ - Prm npv: 0.8
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+ - Prm f1: 0.9417
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+ - Prm f1 neg: 0.5517
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+ - Prm f1 auc: 0.7012
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+ - Prm f1 auc (fixed): 0.9319
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.0001
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+ - train_batch_size: 2
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+ - eval_batch_size: 4
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+ - seed: 908932403
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+ - distributed_type: multi-GPU
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+ - num_devices: 8
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 32
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+ - total_eval_batch_size: 32
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+ - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: cosine
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+ - lr_scheduler_warmup_ratio: 0.1
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+ - num_epochs: 1
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Prm accuracy | Prm precision | Prm recall | Prm specificty | Prm npv | Prm f1 | Prm f1 neg | Prm f1 auc | Prm f1 auc (fixed) |
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+ |:-------------:|:------:|:----:|:---------------:|:------------:|:-------------:|:----------:|:--------------:|:-------:|:------:|:----------:|:----------:|:------------------:|
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+ | No log | 0 | 0 | 5.1042 | 0.1508 | 0.0 | 0.0 | 1.0 | 0.1508 | 0.0 | 0.2621 | 0.5 | 0.5034 |
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+ | 3.5586 | 0.0020 | 5 | 5.1021 | 0.1508 | 0.0 | 0.0 | 1.0 | 0.1508 | 0.0 | 0.2621 | 0.5 | 0.5027 |
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+ | 3.5596 | 0.0040 | 10 | 5.0229 | 0.1508 | 0.0 | 0.0 | 1.0 | 0.1508 | 0.0 | 0.2621 | 0.5 | 0.5069 |
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+ | 3.4512 | 0.0059 | 15 | 4.7937 | 0.1508 | 0.0 | 0.0 | 1.0 | 0.1508 | 0.0 | 0.2621 | 0.5 | 0.5049 |
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+ | 2.894 | 0.0079 | 20 | 4.1833 | 0.1508 | 0.0 | 0.0 | 1.0 | 0.1508 | 0.0 | 0.2621 | 0.5 | 0.5002 |
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+ | 1.2933 | 0.0099 | 25 | 2.5885 | 0.1984 | 0.8 | 0.0748 | 0.8947 | 0.1466 | 0.1368 | 0.2519 | 0.4848 | 0.4788 |
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+ | 0.5383 | 0.0119 | 30 | 1.1531 | 0.6429 | 0.81 | 0.7570 | 0.0 | 0.0 | 0.7826 | 0.0 | 0.3785 | 0.4592 |
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+ | 0.4477 | 0.0139 | 35 | 0.8378 | 0.7222 | 0.8273 | 0.8505 | 0.0 | 0.0 | 0.8387 | 0.0 | 0.4252 | 0.4899 |
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+ | 0.3996 | 0.0158 | 40 | 0.7927 | 0.6349 | 0.8144 | 0.7383 | 0.0526 | 0.0345 | 0.7745 | 0.0417 | 0.3955 | 0.5243 |
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+ | 0.3229 | 0.0178 | 45 | 0.6333 | 0.7222 | 0.8333 | 0.8411 | 0.0526 | 0.0556 | 0.8372 | 0.0541 | 0.4469 | 0.5553 |
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+ | 0.3174 | 0.0198 | 50 | 0.5189 | 0.8333 | 0.8468 | 0.9813 | 0.0 | 0.0 | 0.9091 | 0.0 | 0.4907 | 0.6090 |
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+ | 0.3652 | 0.0218 | 55 | 0.4620 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.6328 |
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+ | 0.4152 | 0.0237 | 60 | 0.4495 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.6520 |
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+ | 0.4165 | 0.0257 | 65 | 0.4258 | 0.8571 | 0.856 | 1.0 | 0.0526 | 1.0 | 0.9224 | 0.1 | 0.5263 | 0.6874 |
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+ | 0.2842 | 0.0277 | 70 | 0.4152 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.6913 |
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+ | 0.3106 | 0.0297 | 75 | 0.4034 | 0.8413 | 0.8537 | 0.9813 | 0.0526 | 0.3333 | 0.9130 | 0.0909 | 0.5170 | 0.6975 |
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+ | 0.294 | 0.0317 | 80 | 0.4234 | 0.8571 | 0.856 | 1.0 | 0.0526 | 1.0 | 0.9224 | 0.1 | 0.5263 | 0.7120 |
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+ | 0.3158 | 0.0336 | 85 | 0.3841 | 0.8492 | 0.8548 | 0.9907 | 0.0526 | 0.5 | 0.9177 | 0.0952 | 0.5216 | 0.7275 |
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+ | 0.4256 | 0.0356 | 90 | 0.4285 | 0.8571 | 0.856 | 1.0 | 0.0526 | 1.0 | 0.9224 | 0.1 | 0.5263 | 0.7356 |
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+ | 0.1175 | 0.0376 | 95 | 0.3971 | 0.8571 | 0.856 | 1.0 | 0.0526 | 1.0 | 0.9224 | 0.1 | 0.5263 | 0.7386 |
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+ | 0.2182 | 0.0396 | 100 | 0.3895 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7516 |
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+ | 0.2952 | 0.0416 | 105 | 0.3997 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7804 |
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+ | 0.3356 | 0.0435 | 110 | 0.4005 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7946 |
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+ | 0.1921 | 0.0455 | 115 | 0.3910 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.7890 |
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+ | 0.2915 | 0.0475 | 120 | 0.3566 | 0.8571 | 0.8739 | 0.9720 | 0.2105 | 0.5714 | 0.9204 | 0.3077 | 0.5912 | 0.7954 |
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+ | 0.2589 | 0.0495 | 125 | 0.4049 | 0.8571 | 0.856 | 1.0 | 0.0526 | 1.0 | 0.9224 | 0.1 | 0.5263 | 0.8212 |
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+ | 0.204 | 0.0514 | 130 | 0.3419 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8175 |
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+ | 0.2886 | 0.0534 | 135 | 0.4007 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8123 |
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+ | 0.2604 | 0.0554 | 140 | 0.3428 | 0.8651 | 0.8879 | 0.9626 | 0.3158 | 0.6 | 0.9238 | 0.4138 | 0.6392 | 0.8232 |
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+ | 0.2017 | 0.0574 | 145 | 0.4089 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8315 |
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+ | 0.2315 | 0.0594 | 150 | 0.3350 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8308 |
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+ | 0.2868 | 0.0613 | 155 | 0.3712 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8360 |
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+ | 0.2975 | 0.0633 | 160 | 0.3474 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8202 |
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+ | 0.239 | 0.0653 | 165 | 0.3818 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8163 |
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+ | 0.2298 | 0.0673 | 170 | 0.375 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8278 |
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+ | 0.2153 | 0.0693 | 175 | 0.3604 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8510 |
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+ | 0.2646 | 0.0712 | 180 | 0.3209 | 0.8730 | 0.8957 | 0.9626 | 0.3684 | 0.6364 | 0.9279 | 0.4667 | 0.6655 | 0.8623 |
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+ | 0.2527 | 0.0732 | 185 | 0.3151 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8610 |
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+ | 0.2401 | 0.0752 | 190 | 0.3287 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8431 |
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+ | 0.2773 | 0.0772 | 195 | 0.3184 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8382 |
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+ | 0.2678 | 0.0791 | 200 | 0.3359 | 0.8571 | 0.8678 | 0.9813 | 0.1579 | 0.6 | 0.9211 | 0.25 | 0.5696 | 0.8455 |
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+ | 0.3147 | 0.0811 | 205 | 0.3180 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8542 |
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+ | 0.4339 | 0.0831 | 210 | 0.3448 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8613 |
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+ | 0.3083 | 0.0851 | 215 | 0.3160 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.8455 |
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+ | 0.2174 | 0.0871 | 220 | 0.3269 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8564 |
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+ | 0.2564 | 0.0890 | 225 | 0.3187 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8470 |
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+ | 0.2363 | 0.0910 | 230 | 0.3174 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8583 |
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+ | 0.1932 | 0.0930 | 235 | 0.3140 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8515 |
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+ | 0.2705 | 0.0950 | 240 | 0.3017 | 0.8730 | 0.9099 | 0.9439 | 0.4737 | 0.6 | 0.9266 | 0.5294 | 0.7088 | 0.8571 |
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+ | 0.2385 | 0.0970 | 245 | 0.3461 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8532 |
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+ | 0.2374 | 0.0989 | 250 | 0.3276 | 0.8810 | 0.9107 | 0.9533 | 0.4737 | 0.6429 | 0.9315 | 0.5455 | 0.7135 | 0.8384 |
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+ | 0.1895 | 0.1009 | 255 | 0.3765 | 0.8651 | 0.8629 | 1.0 | 0.1053 | 1.0 | 0.9264 | 0.1905 | 0.5526 | 0.8610 |
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+ | 0.2399 | 0.1029 | 260 | 0.3144 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8596 |
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+ | 0.2882 | 0.1049 | 265 | 0.3055 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8571 |
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+ | 0.2001 | 0.1068 | 270 | 0.3245 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8468 |
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+ | 0.3035 | 0.1088 | 275 | 0.3040 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8436 |
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+ | 0.1815 | 0.1108 | 280 | 0.3353 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8637 |
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+ | 0.2318 | 0.1128 | 285 | 0.2986 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8424 |
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+ | 0.1622 | 0.1148 | 290 | 0.3303 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8379 |
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+ | 0.2673 | 0.1167 | 295 | 0.3165 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8261 |
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+ | 0.2208 | 0.1187 | 300 | 0.3674 | 0.8730 | 0.8699 | 1.0 | 0.1579 | 1.0 | 0.9304 | 0.2727 | 0.5789 | 0.8394 |
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+ | 0.2161 | 0.1207 | 305 | 0.3055 | 0.8651 | 0.9018 | 0.9439 | 0.4211 | 0.5714 | 0.9224 | 0.4848 | 0.6825 | 0.8394 |
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+ | 0.2535 | 0.1227 | 310 | 0.3549 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8384 |
128
+ | 0.211 | 0.1247 | 315 | 0.3117 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8374 |
129
+ | 0.1955 | 0.1266 | 320 | 0.3258 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8500 |
130
+ | 0.1921 | 0.1286 | 325 | 0.2997 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8549 |
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+ | 0.2789 | 0.1306 | 330 | 0.3153 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8591 |
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+ | 0.2284 | 0.1326 | 335 | 0.2934 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8581 |
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+ | 0.2548 | 0.1345 | 340 | 0.3239 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8706 |
134
+ | 0.216 | 0.1365 | 345 | 0.2907 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8753 |
135
+ | 0.2371 | 0.1385 | 350 | 0.3369 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8598 |
136
+ | 0.2502 | 0.1405 | 355 | 0.3207 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8364 |
137
+ | 0.2213 | 0.1425 | 360 | 0.3064 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8266 |
138
+ | 0.1756 | 0.1444 | 365 | 0.3125 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8519 |
139
+ | 0.3004 | 0.1464 | 370 | 0.3199 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8716 |
140
+ | 0.2268 | 0.1484 | 375 | 0.3114 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8701 |
141
+ | 0.1889 | 0.1504 | 380 | 0.2903 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8704 |
142
+ | 0.228 | 0.1524 | 385 | 0.3068 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8763 |
143
+ | 0.1713 | 0.1543 | 390 | 0.2810 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.8716 |
144
+ | 0.345 | 0.1563 | 395 | 0.3201 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8724 |
145
+ | 0.1982 | 0.1583 | 400 | 0.2874 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8546 |
146
+ | 0.2288 | 0.1603 | 405 | 0.2906 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8652 |
147
+ | 0.2509 | 0.1622 | 410 | 0.2913 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8687 |
148
+ | 0.1724 | 0.1642 | 415 | 0.3291 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8546 |
149
+ | 0.1448 | 0.1662 | 420 | 0.3218 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8428 |
150
+ | 0.1781 | 0.1682 | 425 | 0.3226 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8539 |
151
+ | 0.1436 | 0.1702 | 430 | 0.3036 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.8657 |
152
+ | 0.2191 | 0.1721 | 435 | 0.3273 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8704 |
153
+ | 0.2608 | 0.1741 | 440 | 0.2902 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.8598 |
154
+ | 0.1206 | 0.1761 | 445 | 0.3444 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8620 |
155
+ | 0.188 | 0.1781 | 450 | 0.3073 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8620 |
156
+ | 0.2284 | 0.1801 | 455 | 0.3105 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8532 |
157
+ | 0.2169 | 0.1820 | 460 | 0.3042 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8468 |
158
+ | 0.2142 | 0.1840 | 465 | 0.3519 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8650 |
159
+ | 0.2361 | 0.1860 | 470 | 0.3061 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.8689 |
160
+ | 0.2079 | 0.1880 | 475 | 0.3222 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8672 |
161
+ | 0.2033 | 0.1899 | 480 | 0.3071 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8608 |
162
+ | 0.3038 | 0.1919 | 485 | 0.3200 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8667 |
163
+ | 0.132 | 0.1939 | 490 | 0.3118 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8652 |
164
+ | 0.2147 | 0.1959 | 495 | 0.3252 | 0.8810 | 0.8898 | 0.9813 | 0.3158 | 0.75 | 0.9333 | 0.4444 | 0.6485 | 0.8569 |
165
+ | 0.2216 | 0.1979 | 500 | 0.3043 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8613 |
166
+ | 0.157 | 0.1998 | 505 | 0.3992 | 0.8571 | 0.8618 | 0.9907 | 0.1053 | 0.6667 | 0.9217 | 0.1818 | 0.5480 | 0.8603 |
167
+ | 0.2009 | 0.2018 | 510 | 0.3239 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8500 |
168
+ | 0.1752 | 0.2038 | 515 | 0.3304 | 0.8651 | 0.8947 | 0.9533 | 0.3684 | 0.5833 | 0.9231 | 0.4516 | 0.6608 | 0.8674 |
169
+ | 0.1819 | 0.2058 | 520 | 0.3360 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8719 |
170
+ | 0.1659 | 0.2078 | 525 | 0.3467 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8645 |
171
+ | 0.1608 | 0.2097 | 530 | 0.3483 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8645 |
172
+ | 0.1853 | 0.2117 | 535 | 0.3020 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8704 |
173
+ | 0.1733 | 0.2137 | 540 | 0.3047 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8608 |
174
+ | 0.2449 | 0.2157 | 545 | 0.3027 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8630 |
175
+ | 0.1253 | 0.2176 | 550 | 0.3196 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8606 |
176
+ | 0.3692 | 0.2196 | 555 | 0.3180 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8645 |
177
+ | 0.1696 | 0.2216 | 560 | 0.3035 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8665 |
178
+ | 0.1643 | 0.2236 | 565 | 0.3624 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8792 |
179
+ | 0.1572 | 0.2256 | 570 | 0.3107 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8748 |
180
+ | 0.1456 | 0.2275 | 575 | 0.3508 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8701 |
181
+ | 0.1231 | 0.2295 | 580 | 0.3221 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8687 |
182
+ | 0.1408 | 0.2315 | 585 | 0.3179 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8746 |
183
+ | 0.2118 | 0.2335 | 590 | 0.2976 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8736 |
184
+ | 0.2414 | 0.2355 | 595 | 0.3357 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8623 |
185
+ | 0.2222 | 0.2374 | 600 | 0.2980 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8527 |
186
+ | 0.1665 | 0.2394 | 605 | 0.3632 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8460 |
187
+ | 0.2406 | 0.2414 | 610 | 0.3882 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8431 |
188
+ | 0.2064 | 0.2434 | 615 | 0.3037 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8428 |
189
+ | 0.1954 | 0.2454 | 620 | 0.3296 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8438 |
190
+ | 0.1802 | 0.2473 | 625 | 0.3403 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.8524 |
191
+ | 0.1179 | 0.2493 | 630 | 0.3403 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8554 |
192
+ | 0.1018 | 0.2513 | 635 | 0.3390 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.8598 |
193
+ | 0.118 | 0.2533 | 640 | 0.3097 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8625 |
194
+ | 0.2164 | 0.2552 | 645 | 0.3143 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8633 |
195
+ | 0.1553 | 0.2572 | 650 | 0.2865 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8637 |
196
+ | 0.2552 | 0.2592 | 655 | 0.3285 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8679 |
197
+ | 0.172 | 0.2612 | 660 | 0.2879 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8647 |
198
+ | 0.1782 | 0.2632 | 665 | 0.3037 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8736 |
199
+ | 0.1752 | 0.2651 | 670 | 0.3050 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8812 |
200
+ | 0.1889 | 0.2671 | 675 | 0.3057 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8888 |
201
+ | 0.2348 | 0.2691 | 680 | 0.2949 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8832 |
202
+ | 0.1516 | 0.2711 | 685 | 0.3026 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8785 |
203
+ | 0.1436 | 0.2731 | 690 | 0.2922 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8669 |
204
+ | 0.1987 | 0.2750 | 695 | 0.2945 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8628 |
205
+ | 0.1739 | 0.2770 | 700 | 0.2897 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8751 |
206
+ | 0.1383 | 0.2790 | 705 | 0.2916 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8837 |
207
+ | 0.1144 | 0.2810 | 710 | 0.2715 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8834 |
208
+ | 0.2438 | 0.2829 | 715 | 0.2947 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.8876 |
209
+ | 0.2005 | 0.2849 | 720 | 0.2731 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8773 |
210
+ | 0.2213 | 0.2869 | 725 | 0.2823 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8856 |
211
+ | 0.1945 | 0.2889 | 730 | 0.3130 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8918 |
212
+ | 0.2601 | 0.2909 | 735 | 0.2929 | 0.8810 | 0.8966 | 0.9720 | 0.3684 | 0.7 | 0.9327 | 0.4828 | 0.6702 | 0.8923 |
213
+ | 0.2906 | 0.2928 | 740 | 0.2775 | 0.8651 | 0.875 | 0.9813 | 0.2105 | 0.6667 | 0.9251 | 0.32 | 0.5959 | 0.8883 |
214
+ | 0.1787 | 0.2948 | 745 | 0.3001 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.8910 |
215
+ | 0.206 | 0.2968 | 750 | 0.2696 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8893 |
216
+ | 0.2335 | 0.2988 | 755 | 0.2807 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8893 |
217
+ | 0.2223 | 0.3008 | 760 | 0.3451 | 0.8651 | 0.8689 | 0.9907 | 0.1579 | 0.75 | 0.9258 | 0.2609 | 0.5743 | 0.8925 |
218
+ | 0.1712 | 0.3027 | 765 | 0.2799 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8812 |
219
+ | 0.1918 | 0.3047 | 770 | 0.2818 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8805 |
220
+ | 0.1562 | 0.3067 | 775 | 0.3066 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.8800 |
221
+ | 0.2327 | 0.3087 | 780 | 0.2822 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8901 |
222
+ | 0.1048 | 0.3106 | 785 | 0.2894 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8999 |
223
+ | 0.2088 | 0.3126 | 790 | 0.3060 | 0.8730 | 0.8889 | 0.9720 | 0.3158 | 0.6667 | 0.9286 | 0.4286 | 0.6439 | 0.8992 |
224
+ | 0.165 | 0.3146 | 795 | 0.2797 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8962 |
225
+ | 0.1453 | 0.3166 | 800 | 0.3201 | 0.8730 | 0.8824 | 0.9813 | 0.2632 | 0.7143 | 0.9292 | 0.3846 | 0.6222 | 0.8942 |
226
+ | 0.1317 | 0.3186 | 805 | 0.3004 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8866 |
227
+ | 0.1504 | 0.3205 | 810 | 0.2663 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8864 |
228
+ | 0.2157 | 0.3225 | 815 | 0.2690 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9036 |
229
+ | 0.1695 | 0.3245 | 820 | 0.2921 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9043 |
230
+ | 0.2153 | 0.3265 | 825 | 0.2613 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9001 |
231
+ | 0.2316 | 0.3285 | 830 | 0.2685 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8972 |
232
+ | 0.1607 | 0.3304 | 835 | 0.2912 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8945 |
233
+ | 0.2282 | 0.3324 | 840 | 0.2893 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8947 |
234
+ | 0.2044 | 0.3344 | 845 | 0.2731 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9038 |
235
+ | 0.2093 | 0.3364 | 850 | 0.2735 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9011 |
236
+ | 0.1343 | 0.3383 | 855 | 0.2757 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9021 |
237
+ | 0.1687 | 0.3403 | 860 | 0.2669 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9009 |
238
+ | 0.1289 | 0.3423 | 865 | 0.2648 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8992 |
239
+ | 0.1797 | 0.3443 | 870 | 0.2660 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.8984 |
240
+ | 0.1474 | 0.3463 | 875 | 0.2711 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9038 |
241
+ | 0.2294 | 0.3482 | 880 | 0.2765 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9056 |
242
+ | 0.2146 | 0.3502 | 885 | 0.2559 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9080 |
243
+ | 0.1346 | 0.3522 | 890 | 0.2787 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9068 |
244
+ | 0.1529 | 0.3542 | 895 | 0.2842 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9070 |
245
+ | 0.1412 | 0.3562 | 900 | 0.2947 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9026 |
246
+ | 0.147 | 0.3581 | 905 | 0.2685 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8947 |
247
+ | 0.154 | 0.3601 | 910 | 0.2666 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8938 |
248
+ | 0.181 | 0.3621 | 915 | 0.3164 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.8935 |
249
+ | 0.292 | 0.3641 | 920 | 0.2672 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8915 |
250
+ | 0.221 | 0.3660 | 925 | 0.2661 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8965 |
251
+ | 0.1616 | 0.3680 | 930 | 0.3228 | 0.8730 | 0.8760 | 0.9907 | 0.2105 | 0.8 | 0.9298 | 0.3333 | 0.6006 | 0.9051 |
252
+ | 0.1313 | 0.3700 | 935 | 0.2460 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9124 |
253
+ | 0.1421 | 0.3720 | 940 | 0.2492 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9147 |
254
+ | 0.1684 | 0.3740 | 945 | 0.2782 | 0.8810 | 0.8833 | 0.9907 | 0.2632 | 0.8333 | 0.9339 | 0.4 | 0.6269 | 0.9159 |
255
+ | 0.2086 | 0.3759 | 950 | 0.2525 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9174 |
256
+ | 0.1754 | 0.3779 | 955 | 0.2566 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9169 |
257
+ | 0.2395 | 0.3799 | 960 | 0.2858 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9110 |
258
+ | 0.1631 | 0.3819 | 965 | 0.2758 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9117 |
259
+ | 0.1587 | 0.3839 | 970 | 0.2495 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9164 |
260
+ | 0.1348 | 0.3858 | 975 | 0.2501 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9181 |
261
+ | 0.2087 | 0.3878 | 980 | 0.2621 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9154 |
262
+ | 0.1822 | 0.3898 | 985 | 0.2467 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9083 |
263
+ | 0.2198 | 0.3918 | 990 | 0.2441 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9110 |
264
+ | 0.2012 | 0.3937 | 995 | 0.2449 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9139 |
265
+ | 0.1678 | 0.3957 | 1000 | 0.2607 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9132 |
266
+ | 0.1307 | 0.3977 | 1005 | 0.2757 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9152 |
267
+ | 0.1473 | 0.3997 | 1010 | 0.2512 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9149 |
268
+ | 0.1496 | 0.4017 | 1015 | 0.2530 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9117 |
269
+ | 0.1807 | 0.4036 | 1020 | 0.2736 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9110 |
270
+ | 0.1713 | 0.4056 | 1025 | 0.2759 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9031 |
271
+ | 0.153 | 0.4076 | 1030 | 0.2869 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8930 |
272
+ | 0.1407 | 0.4096 | 1035 | 0.2816 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.8977 |
273
+ | 0.122 | 0.4116 | 1040 | 0.2953 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9063 |
274
+ | 0.1859 | 0.4135 | 1045 | 0.2765 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9070 |
275
+ | 0.2319 | 0.4155 | 1050 | 0.2482 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9164 |
276
+ | 0.1719 | 0.4175 | 1055 | 0.2447 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9161 |
277
+ | 0.1443 | 0.4195 | 1060 | 0.2553 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9105 |
278
+ | 0.1484 | 0.4214 | 1065 | 0.2553 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9053 |
279
+ | 0.1971 | 0.4234 | 1070 | 0.2592 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8997 |
280
+ | 0.201 | 0.4254 | 1075 | 0.2595 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.8970 |
281
+ | 0.2379 | 0.4274 | 1080 | 0.2587 | 0.8730 | 0.9027 | 0.9533 | 0.4211 | 0.6154 | 0.9273 | 0.5 | 0.6872 | 0.8979 |
282
+ | 0.2112 | 0.4294 | 1085 | 0.2736 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.8967 |
283
+ | 0.1532 | 0.4313 | 1090 | 0.2926 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.8982 |
284
+ | 0.1453 | 0.4333 | 1095 | 0.2684 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.9029 |
285
+ | 0.2357 | 0.4353 | 1100 | 0.2555 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.9051 |
286
+ | 0.1251 | 0.4373 | 1105 | 0.2843 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9090 |
287
+ | 0.1819 | 0.4393 | 1110 | 0.3307 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9078 |
288
+ | 0.1311 | 0.4412 | 1115 | 0.2685 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9080 |
289
+ | 0.1672 | 0.4432 | 1120 | 0.2665 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9014 |
290
+ | 0.1554 | 0.4452 | 1125 | 0.2970 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9075 |
291
+ | 0.2573 | 0.4472 | 1130 | 0.2768 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9068 |
292
+ | 0.2269 | 0.4491 | 1135 | 0.2778 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9095 |
293
+ | 0.1622 | 0.4511 | 1140 | 0.2974 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9132 |
294
+ | 0.1893 | 0.4531 | 1145 | 0.2928 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9169 |
295
+ | 0.1676 | 0.4551 | 1150 | 0.2622 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9196 |
296
+ | 0.1986 | 0.4571 | 1155 | 0.2618 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9186 |
297
+ | 0.1612 | 0.4590 | 1160 | 0.2552 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9218 |
298
+ | 0.2285 | 0.4610 | 1165 | 0.2429 | 0.9048 | 0.9204 | 0.9720 | 0.5263 | 0.7692 | 0.9455 | 0.625 | 0.7491 | 0.9235 |
299
+ | 0.1993 | 0.4630 | 1170 | 0.2518 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9220 |
300
+ | 0.1322 | 0.4650 | 1175 | 0.2837 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9213 |
301
+ | 0.1462 | 0.4670 | 1180 | 0.2813 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9206 |
302
+ | 0.1299 | 0.4689 | 1185 | 0.2602 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9196 |
303
+ | 0.1897 | 0.4709 | 1190 | 0.2695 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9171 |
304
+ | 0.2253 | 0.4729 | 1195 | 0.2587 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9179 |
305
+ | 0.2335 | 0.4749 | 1200 | 0.2523 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9183 |
306
+ | 0.1227 | 0.4769 | 1205 | 0.2726 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9132 |
307
+ | 0.2031 | 0.4788 | 1210 | 0.2707 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9159 |
308
+ | 0.2279 | 0.4808 | 1215 | 0.2523 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9198 |
309
+ | 0.1252 | 0.4828 | 1220 | 0.2557 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9211 |
310
+ | 0.2003 | 0.4848 | 1225 | 0.2836 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9213 |
311
+ | 0.1729 | 0.4867 | 1230 | 0.2630 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9225 |
312
+ | 0.186 | 0.4887 | 1235 | 0.2506 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9193 |
313
+ | 0.1215 | 0.4907 | 1240 | 0.2552 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9215 |
314
+ | 0.1696 | 0.4927 | 1245 | 0.2568 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9188 |
315
+ | 0.1471 | 0.4947 | 1250 | 0.2777 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9193 |
316
+ | 0.1985 | 0.4966 | 1255 | 0.2558 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9218 |
317
+ | 0.2085 | 0.4986 | 1260 | 0.2562 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9176 |
318
+ | 0.1661 | 0.5006 | 1265 | 0.2580 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9186 |
319
+ | 0.2171 | 0.5026 | 1270 | 0.2666 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9166 |
320
+ | 0.2171 | 0.5046 | 1275 | 0.2524 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9166 |
321
+ | 0.1837 | 0.5065 | 1280 | 0.2450 | 0.8810 | 0.9035 | 0.9626 | 0.4211 | 0.6667 | 0.9321 | 0.5161 | 0.6918 | 0.9242 |
322
+ | 0.1592 | 0.5085 | 1285 | 0.2526 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9260 |
323
+ | 0.1305 | 0.5105 | 1290 | 0.2559 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9292 |
324
+ | 0.1682 | 0.5125 | 1295 | 0.2554 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9306 |
325
+ | 0.168 | 0.5144 | 1300 | 0.2505 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9282 |
326
+ | 0.1321 | 0.5164 | 1305 | 0.2537 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9282 |
327
+ | 0.1411 | 0.5184 | 1310 | 0.2521 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9260 |
328
+ | 0.1807 | 0.5204 | 1315 | 0.2497 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9294 |
329
+ | 0.1256 | 0.5224 | 1320 | 0.2423 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9277 |
330
+ | 0.2529 | 0.5243 | 1325 | 0.2429 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9329 |
331
+ | 0.1568 | 0.5263 | 1330 | 0.2615 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9316 |
332
+ | 0.1933 | 0.5283 | 1335 | 0.2801 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9324 |
333
+ | 0.1718 | 0.5303 | 1340 | 0.2523 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9361 |
334
+ | 0.1627 | 0.5323 | 1345 | 0.2356 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9361 |
335
+ | 0.2347 | 0.5342 | 1350 | 0.2348 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9358 |
336
+ | 0.1635 | 0.5362 | 1355 | 0.2481 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9341 |
337
+ | 0.1538 | 0.5382 | 1360 | 0.2732 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9319 |
338
+ | 0.1698 | 0.5402 | 1365 | 0.2699 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9272 |
339
+ | 0.1549 | 0.5421 | 1370 | 0.2533 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9240 |
340
+ | 0.159 | 0.5441 | 1375 | 0.2518 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9233 |
341
+ | 0.1362 | 0.5461 | 1380 | 0.2628 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9242 |
342
+ | 0.0855 | 0.5481 | 1385 | 0.2663 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9230 |
343
+ | 0.1307 | 0.5501 | 1390 | 0.2682 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9225 |
344
+ | 0.17 | 0.5520 | 1395 | 0.2539 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9245 |
345
+ | 0.1573 | 0.5540 | 1400 | 0.2459 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.9238 |
346
+ | 0.1903 | 0.5560 | 1405 | 0.2562 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9238 |
347
+ | 0.2037 | 0.5580 | 1410 | 0.2727 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9235 |
348
+ | 0.1333 | 0.5600 | 1415 | 0.2726 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9183 |
349
+ | 0.1619 | 0.5619 | 1420 | 0.2806 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9164 |
350
+ | 0.177 | 0.5639 | 1425 | 0.2959 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9137 |
351
+ | 0.2655 | 0.5659 | 1430 | 0.2774 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9159 |
352
+ | 0.1851 | 0.5679 | 1435 | 0.2606 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9115 |
353
+ | 0.1449 | 0.5698 | 1440 | 0.2725 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9095 |
354
+ | 0.1421 | 0.5718 | 1445 | 0.2837 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9124 |
355
+ | 0.1892 | 0.5738 | 1450 | 0.2753 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9092 |
356
+ | 0.1643 | 0.5758 | 1455 | 0.2709 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9129 |
357
+ | 0.1659 | 0.5778 | 1460 | 0.2576 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9134 |
358
+ | 0.1434 | 0.5797 | 1465 | 0.2691 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9137 |
359
+ | 0.1903 | 0.5817 | 1470 | 0.2710 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9171 |
360
+ | 0.1675 | 0.5837 | 1475 | 0.2572 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9147 |
361
+ | 0.1912 | 0.5857 | 1480 | 0.2490 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9171 |
362
+ | 0.1338 | 0.5877 | 1485 | 0.2436 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9203 |
363
+ | 0.175 | 0.5896 | 1490 | 0.2501 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9260 |
364
+ | 0.148 | 0.5916 | 1495 | 0.2669 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9277 |
365
+ | 0.1234 | 0.5936 | 1500 | 0.2651 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9336 |
366
+ | 0.1688 | 0.5956 | 1505 | 0.2421 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.9324 |
367
+ | 0.2332 | 0.5975 | 1510 | 0.2392 | 0.8889 | 0.9115 | 0.9626 | 0.4737 | 0.6923 | 0.9364 | 0.5625 | 0.7182 | 0.9267 |
368
+ | 0.1258 | 0.5995 | 1515 | 0.2466 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9213 |
369
+ | 0.1068 | 0.6015 | 1520 | 0.2623 | 0.8889 | 0.8974 | 0.9813 | 0.3684 | 0.7778 | 0.9375 | 0.5 | 0.6749 | 0.9188 |
370
+ | 0.1506 | 0.6035 | 1525 | 0.2594 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9166 |
371
+ | 0.1524 | 0.6055 | 1530 | 0.2474 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9193 |
372
+ | 0.1328 | 0.6074 | 1535 | 0.2464 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9191 |
373
+ | 0.1784 | 0.6094 | 1540 | 0.2552 | 0.9048 | 0.9130 | 0.9813 | 0.4737 | 0.8182 | 0.9459 | 0.6 | 0.7275 | 0.9208 |
374
+ | 0.1852 | 0.6114 | 1545 | 0.2535 | 0.9048 | 0.9130 | 0.9813 | 0.4737 | 0.8182 | 0.9459 | 0.6 | 0.7275 | 0.9225 |
375
+ | 0.1415 | 0.6134 | 1550 | 0.2463 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9220 |
376
+ | 0.1392 | 0.6154 | 1555 | 0.2479 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9223 |
377
+ | 0.1441 | 0.6173 | 1560 | 0.2503 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9228 |
378
+ | 0.1124 | 0.6193 | 1565 | 0.2594 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9235 |
379
+ | 0.3161 | 0.6213 | 1570 | 0.2596 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9233 |
380
+ | 0.1689 | 0.6233 | 1575 | 0.2446 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9215 |
381
+ | 0.1719 | 0.6252 | 1580 | 0.2430 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9247 |
382
+ | 0.0944 | 0.6272 | 1585 | 0.2515 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9270 |
383
+ | 0.1166 | 0.6292 | 1590 | 0.2511 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9272 |
384
+ | 0.1908 | 0.6312 | 1595 | 0.2559 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9242 |
385
+ | 0.1541 | 0.6332 | 1600 | 0.2469 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9250 |
386
+ | 0.1501 | 0.6351 | 1605 | 0.2444 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9245 |
387
+ | 0.1984 | 0.6371 | 1610 | 0.2521 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9240 |
388
+ | 0.1732 | 0.6391 | 1615 | 0.2502 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9230 |
389
+ | 0.1784 | 0.6411 | 1620 | 0.2447 | 0.9048 | 0.9130 | 0.9813 | 0.4737 | 0.8182 | 0.9459 | 0.6 | 0.7275 | 0.9201 |
390
+ | 0.12 | 0.6431 | 1625 | 0.2542 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9188 |
391
+ | 0.1346 | 0.6450 | 1630 | 0.2676 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9149 |
392
+ | 0.1813 | 0.6470 | 1635 | 0.2789 | 0.8889 | 0.8908 | 0.9907 | 0.3158 | 0.8571 | 0.9381 | 0.4615 | 0.6532 | 0.9142 |
393
+ | 0.1867 | 0.6490 | 1640 | 0.2712 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9137 |
394
+ | 0.1382 | 0.6510 | 1645 | 0.2561 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9152 |
395
+ | 0.1678 | 0.6529 | 1650 | 0.2517 | 0.8968 | 0.9123 | 0.9720 | 0.4737 | 0.75 | 0.9412 | 0.5806 | 0.7228 | 0.9154 |
396
+ | 0.1584 | 0.6549 | 1655 | 0.2584 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9149 |
397
+ | 0.1223 | 0.6569 | 1660 | 0.2762 | 0.8968 | 0.8983 | 0.9907 | 0.3684 | 0.875 | 0.9422 | 0.5185 | 0.6795 | 0.9107 |
398
+ | 0.1168 | 0.6589 | 1665 | 0.2656 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9117 |
399
+ | 0.1536 | 0.6609 | 1670 | 0.2622 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9110 |
400
+ | 0.1485 | 0.6628 | 1675 | 0.2685 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9115 |
401
+ | 0.2081 | 0.6648 | 1680 | 0.2720 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9100 |
402
+ | 0.1716 | 0.6668 | 1685 | 0.2747 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9132 |
403
+ | 0.1459 | 0.6688 | 1690 | 0.2722 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9142 |
404
+ | 0.2358 | 0.6708 | 1695 | 0.2688 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9156 |
405
+ | 0.1675 | 0.6727 | 1700 | 0.2611 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9169 |
406
+ | 0.1496 | 0.6747 | 1705 | 0.2605 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9164 |
407
+ | 0.1064 | 0.6767 | 1710 | 0.2640 | 0.9048 | 0.9060 | 0.9907 | 0.4211 | 0.8889 | 0.9464 | 0.5714 | 0.7059 | 0.9169 |
408
+ | 0.1782 | 0.6787 | 1715 | 0.2617 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9161 |
409
+ | 0.1581 | 0.6806 | 1720 | 0.2597 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9206 |
410
+ | 0.1887 | 0.6826 | 1725 | 0.2538 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9235 |
411
+ | 0.1568 | 0.6846 | 1730 | 0.2541 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9250 |
412
+ | 0.0757 | 0.6866 | 1735 | 0.2638 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9245 |
413
+ | 0.143 | 0.6886 | 1740 | 0.2677 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9240 |
414
+ | 0.1405 | 0.6905 | 1745 | 0.2574 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9250 |
415
+ | 0.1821 | 0.6925 | 1750 | 0.2474 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9267 |
416
+ | 0.1183 | 0.6945 | 1755 | 0.2472 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9257 |
417
+ | 0.1315 | 0.6965 | 1760 | 0.2646 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9247 |
418
+ | 0.1256 | 0.6985 | 1765 | 0.2702 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9235 |
419
+ | 0.1569 | 0.7004 | 1770 | 0.2587 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9238 |
420
+ | 0.1998 | 0.7024 | 1775 | 0.2563 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9252 |
421
+ | 0.1454 | 0.7044 | 1780 | 0.2588 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9262 |
422
+ | 0.1251 | 0.7064 | 1785 | 0.2593 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9240 |
423
+ | 0.1204 | 0.7083 | 1790 | 0.2582 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9223 |
424
+ | 0.1302 | 0.7103 | 1795 | 0.2626 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9220 |
425
+ | 0.2232 | 0.7123 | 1800 | 0.2691 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9208 |
426
+ | 0.155 | 0.7143 | 1805 | 0.2673 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9225 |
427
+ | 0.1727 | 0.7163 | 1810 | 0.2671 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9198 |
428
+ | 0.1557 | 0.7182 | 1815 | 0.2632 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9186 |
429
+ | 0.1531 | 0.7202 | 1820 | 0.2569 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9201 |
430
+ | 0.1363 | 0.7222 | 1825 | 0.2576 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9211 |
431
+ | 0.1897 | 0.7242 | 1830 | 0.2670 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9228 |
432
+ | 0.1467 | 0.7262 | 1835 | 0.2676 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9223 |
433
+ | 0.1472 | 0.7281 | 1840 | 0.2609 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9228 |
434
+ | 0.1381 | 0.7301 | 1845 | 0.2558 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9235 |
435
+ | 0.203 | 0.7321 | 1850 | 0.2588 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9218 |
436
+ | 0.1642 | 0.7341 | 1855 | 0.2601 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9206 |
437
+ | 0.1359 | 0.7361 | 1860 | 0.2613 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9233 |
438
+ | 0.1537 | 0.7380 | 1865 | 0.2667 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9235 |
439
+ | 0.1199 | 0.7400 | 1870 | 0.2688 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9238 |
440
+ | 0.1238 | 0.7420 | 1875 | 0.2700 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9257 |
441
+ | 0.1897 | 0.7440 | 1880 | 0.2618 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9282 |
442
+ | 0.1958 | 0.7459 | 1885 | 0.2503 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9238 |
443
+ | 0.1221 | 0.7479 | 1890 | 0.2503 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9242 |
444
+ | 0.1028 | 0.7499 | 1895 | 0.2495 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9245 |
445
+ | 0.1734 | 0.7519 | 1900 | 0.2536 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9242 |
446
+ | 0.0761 | 0.7539 | 1905 | 0.2637 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9238 |
447
+ | 0.1673 | 0.7558 | 1910 | 0.2712 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9245 |
448
+ | 0.1329 | 0.7578 | 1915 | 0.2645 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9245 |
449
+ | 0.1163 | 0.7598 | 1920 | 0.2571 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9230 |
450
+ | 0.1591 | 0.7618 | 1925 | 0.2492 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9235 |
451
+ | 0.1692 | 0.7638 | 1930 | 0.2490 | 0.8889 | 0.9043 | 0.9720 | 0.4211 | 0.7273 | 0.9369 | 0.5333 | 0.6965 | 0.9238 |
452
+ | 0.1514 | 0.7657 | 1935 | 0.2518 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9242 |
453
+ | 0.114 | 0.7677 | 1940 | 0.2572 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9250 |
454
+ | 0.1141 | 0.7697 | 1945 | 0.2586 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9260 |
455
+ | 0.0812 | 0.7717 | 1950 | 0.2549 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9252 |
456
+ | 0.1512 | 0.7736 | 1955 | 0.2509 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9228 |
457
+ | 0.1379 | 0.7756 | 1960 | 0.2495 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9235 |
458
+ | 0.1241 | 0.7776 | 1965 | 0.2511 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9228 |
459
+ | 0.1669 | 0.7796 | 1970 | 0.2524 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9225 |
460
+ | 0.1688 | 0.7816 | 1975 | 0.2578 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9260 |
461
+ | 0.1458 | 0.7835 | 1980 | 0.2629 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9228 |
462
+ | 0.0784 | 0.7855 | 1985 | 0.2591 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9245 |
463
+ | 0.2139 | 0.7875 | 1990 | 0.2558 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9242 |
464
+ | 0.1119 | 0.7895 | 1995 | 0.2514 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9238 |
465
+ | 0.1187 | 0.7915 | 2000 | 0.2472 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9233 |
466
+ | 0.1289 | 0.7934 | 2005 | 0.2460 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9242 |
467
+ | 0.2012 | 0.7954 | 2010 | 0.2497 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9245 |
468
+ | 0.0951 | 0.7974 | 2015 | 0.2501 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9250 |
469
+ | 0.1273 | 0.7994 | 2020 | 0.2539 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9250 |
470
+ | 0.1155 | 0.8013 | 2025 | 0.2594 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9265 |
471
+ | 0.082 | 0.8033 | 2030 | 0.2610 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9265 |
472
+ | 0.1615 | 0.8053 | 2035 | 0.2564 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9255 |
473
+ | 0.1129 | 0.8073 | 2040 | 0.2522 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9257 |
474
+ | 0.154 | 0.8093 | 2045 | 0.2519 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9252 |
475
+ | 0.1211 | 0.8112 | 2050 | 0.2523 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9262 |
476
+ | 0.1664 | 0.8132 | 2055 | 0.2555 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9247 |
477
+ | 0.1891 | 0.8152 | 2060 | 0.2577 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9250 |
478
+ | 0.0951 | 0.8172 | 2065 | 0.2550 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9270 |
479
+ | 0.1303 | 0.8192 | 2070 | 0.2561 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9262 |
480
+ | 0.1099 | 0.8211 | 2075 | 0.2547 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9252 |
481
+ | 0.1822 | 0.8231 | 2080 | 0.2538 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9245 |
482
+ | 0.1216 | 0.8251 | 2085 | 0.2498 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9252 |
483
+ | 0.2189 | 0.8271 | 2090 | 0.2474 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9262 |
484
+ | 0.23 | 0.8290 | 2095 | 0.2448 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9255 |
485
+ | 0.1472 | 0.8310 | 2100 | 0.2454 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9257 |
486
+ | 0.1603 | 0.8330 | 2105 | 0.2473 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9247 |
487
+ | 0.2199 | 0.8350 | 2110 | 0.2507 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9265 |
488
+ | 0.0888 | 0.8370 | 2115 | 0.2558 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9272 |
489
+ | 0.1762 | 0.8389 | 2120 | 0.2588 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9279 |
490
+ | 0.1224 | 0.8409 | 2125 | 0.2602 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9274 |
491
+ | 0.1754 | 0.8429 | 2130 | 0.2628 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9287 |
492
+ | 0.1713 | 0.8449 | 2135 | 0.2621 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9267 |
493
+ | 0.1818 | 0.8469 | 2140 | 0.2576 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9274 |
494
+ | 0.3122 | 0.8488 | 2145 | 0.2513 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9274 |
495
+ | 0.1482 | 0.8508 | 2150 | 0.2473 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9282 |
496
+ | 0.1824 | 0.8528 | 2155 | 0.2443 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9272 |
497
+ | 0.1602 | 0.8548 | 2160 | 0.2429 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9277 |
498
+ | 0.1297 | 0.8567 | 2165 | 0.2434 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9287 |
499
+ | 0.102 | 0.8587 | 2170 | 0.2452 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9277 |
500
+ | 0.1362 | 0.8607 | 2175 | 0.2465 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9284 |
501
+ | 0.1262 | 0.8627 | 2180 | 0.2477 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9299 |
502
+ | 0.1252 | 0.8647 | 2185 | 0.2493 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9292 |
503
+ | 0.1245 | 0.8666 | 2190 | 0.2491 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9304 |
504
+ | 0.112 | 0.8686 | 2195 | 0.2473 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9319 |
505
+ | 0.1282 | 0.8706 | 2200 | 0.2472 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9311 |
506
+ | 0.1528 | 0.8726 | 2205 | 0.2464 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9304 |
507
+ | 0.1212 | 0.8746 | 2210 | 0.2465 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9306 |
508
+ | 0.1702 | 0.8765 | 2215 | 0.2456 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9321 |
509
+ | 0.1665 | 0.8785 | 2220 | 0.2440 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
510
+ | 0.1192 | 0.8805 | 2225 | 0.2456 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9331 |
511
+ | 0.1518 | 0.8825 | 2230 | 0.2459 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9329 |
512
+ | 0.2145 | 0.8844 | 2235 | 0.2456 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9314 |
513
+ | 0.1033 | 0.8864 | 2240 | 0.2445 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9302 |
514
+ | 0.1555 | 0.8884 | 2245 | 0.2444 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
515
+ | 0.1651 | 0.8904 | 2250 | 0.2453 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9314 |
516
+ | 0.2616 | 0.8924 | 2255 | 0.2452 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9321 |
517
+ | 0.1996 | 0.8943 | 2260 | 0.2443 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9321 |
518
+ | 0.1372 | 0.8963 | 2265 | 0.2451 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9292 |
519
+ | 0.1477 | 0.8983 | 2270 | 0.2459 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9306 |
520
+ | 0.1968 | 0.9003 | 2275 | 0.2455 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9306 |
521
+ | 0.1769 | 0.9023 | 2280 | 0.2460 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9314 |
522
+ | 0.1718 | 0.9042 | 2285 | 0.2462 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9311 |
523
+ | 0.2272 | 0.9062 | 2290 | 0.2457 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9304 |
524
+ | 0.1488 | 0.9082 | 2295 | 0.2472 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
525
+ | 0.1605 | 0.9102 | 2300 | 0.2468 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9306 |
526
+ | 0.2384 | 0.9121 | 2305 | 0.2473 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9321 |
527
+ | 0.0929 | 0.9141 | 2310 | 0.2464 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9304 |
528
+ | 0.1644 | 0.9161 | 2315 | 0.2470 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9299 |
529
+ | 0.1308 | 0.9181 | 2320 | 0.2462 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9309 |
530
+ | 0.1822 | 0.9201 | 2325 | 0.2477 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9311 |
531
+ | 0.1655 | 0.9220 | 2330 | 0.2466 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9309 |
532
+ | 0.1505 | 0.9240 | 2335 | 0.2465 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9324 |
533
+ | 0.1426 | 0.9260 | 2340 | 0.2468 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9319 |
534
+ | 0.0893 | 0.9280 | 2345 | 0.2469 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9321 |
535
+ | 0.1803 | 0.9300 | 2350 | 0.2459 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
536
+ | 0.1194 | 0.9319 | 2355 | 0.2456 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9309 |
537
+ | 0.1253 | 0.9339 | 2360 | 0.2457 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9314 |
538
+ | 0.0962 | 0.9359 | 2365 | 0.2467 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9309 |
539
+ | 0.194 | 0.9379 | 2370 | 0.2468 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9314 |
540
+ | 0.1881 | 0.9398 | 2375 | 0.2456 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9314 |
541
+ | 0.0894 | 0.9418 | 2380 | 0.2456 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9309 |
542
+ | 0.1326 | 0.9438 | 2385 | 0.2470 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9314 |
543
+ | 0.1285 | 0.9458 | 2390 | 0.2471 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9299 |
544
+ | 0.104 | 0.9478 | 2395 | 0.2480 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9309 |
545
+ | 0.1435 | 0.9497 | 2400 | 0.2474 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9302 |
546
+ | 0.1911 | 0.9517 | 2405 | 0.2471 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9314 |
547
+ | 0.1017 | 0.9537 | 2410 | 0.2482 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9302 |
548
+ | 0.1332 | 0.9557 | 2415 | 0.2467 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9311 |
549
+ | 0.1623 | 0.9577 | 2420 | 0.2474 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
550
+ | 0.1048 | 0.9596 | 2425 | 0.2471 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
551
+ | 0.1586 | 0.9616 | 2430 | 0.2470 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9309 |
552
+ | 0.1931 | 0.9636 | 2435 | 0.2478 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9302 |
553
+ | 0.1527 | 0.9656 | 2440 | 0.2473 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
554
+ | 0.1557 | 0.9676 | 2445 | 0.2467 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9292 |
555
+ | 0.1623 | 0.9695 | 2450 | 0.2481 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9284 |
556
+ | 0.0696 | 0.9715 | 2455 | 0.2465 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9309 |
557
+ | 0.1697 | 0.9735 | 2460 | 0.2468 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9324 |
558
+ | 0.1061 | 0.9755 | 2465 | 0.2467 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
559
+ | 0.1576 | 0.9774 | 2470 | 0.2472 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9311 |
560
+ | 0.105 | 0.9794 | 2475 | 0.2469 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
561
+ | 0.0886 | 0.9814 | 2480 | 0.2487 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9292 |
562
+ | 0.1544 | 0.9834 | 2485 | 0.2475 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9314 |
563
+ | 0.1716 | 0.9854 | 2490 | 0.2473 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9302 |
564
+ | 0.1768 | 0.9873 | 2495 | 0.2483 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9311 |
565
+ | 0.1271 | 0.9893 | 2500 | 0.2462 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
566
+ | 0.15 | 0.9913 | 2505 | 0.2475 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9302 |
567
+ | 0.1143 | 0.9933 | 2510 | 0.2482 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9309 |
568
+ | 0.1269 | 0.9953 | 2515 | 0.2470 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9311 |
569
+ | 0.1279 | 0.9972 | 2520 | 0.2479 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9316 |
570
+ | 0.1752 | 0.9992 | 2525 | 0.2476 | 0.8968 | 0.9052 | 0.9813 | 0.4211 | 0.8 | 0.9417 | 0.5517 | 0.7012 | 0.9319 |
571
+
572
+
573
+ ### Framework versions
574
+
575
+ - PEFT 0.12.0
576
+ - Transformers 4.46.0
577
+ - Pytorch 2.4.0+cu118
578
+ - Datasets 3.0.0
579
+ - Tokenizers 0.20.1
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+ "use_dora": false,
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+ "128248": {
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+ "content": "<|reserved_special_token_240|>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
1994
+ },
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+ "128249": {
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+ "content": "<|reserved_special_token_241|>",
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+ "single_word": false,
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+ "special": true
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+ },
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+ "128250": {
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+ "content": "<|reserved_special_token_242|>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "128251": {
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+ "content": "<|reserved_special_token_243|>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "128252": {
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+ "content": "<|reserved_special_token_244|>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "128253": {
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+ "content": "<|reserved_special_token_245|>",
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+ "lstrip": false,
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+ },
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+ "128254": {
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+ "content": "<|reserved_special_token_246|>",
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ }
2051
+ },
2052
+ "bos_token": "<|begin_of_text|>",
2053
+ "chat_template": "{{- bos_token }}\n{%- if custom_tools is defined %}\n {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n {%- set date_string = \"26 Jul 2024\" %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n {%- set system_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n{%- else %}\n {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message + builtin tools #}\n{{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n{%- if builtin_tools is defined or tools is not none %}\n {{- \"Environment: ipython\\n\" }}\n{%- endif %}\n{%- if builtin_tools is defined %}\n {{- \"Tools: \" + builtin_tools | reject('equalto', 'code_interpreter') | join(\", \") + \"\\n\\n\"}}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\\n\" }}\n{{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n'+ message['content'] | trim + '<|eot_id|>' }}\n {%- elif 'tool_calls' in message %}\n {%- if not message.tool_calls|length == 1 %}\n {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n {%- endif %}\n {%- set tool_call = message.tool_calls[0].function %}\n {%- if builtin_tools is defined and tool_call.name in builtin_tools %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- \"<|python_tag|>\" + tool_call.name + \".call(\" }}\n {%- for arg_name, arg_val in tool_call.arguments | items %}\n {{- arg_name + '=\"' + arg_val + '\"' }}\n {%- if not loop.last %}\n {{- \", \" }}\n {%- endif %}\n {%- endfor %}\n {{- \")\" }}\n {%- else %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n {{- '\"parameters\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- \"}\" }}\n {%- endif %}\n {%- if builtin_tools is defined %}\n {#- This means we're in ipython mode #}\n {{- \"<|eom_id|>\" }}\n {%- else %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}\n",
2054
+ "clean_up_tokenization_spaces": true,
2055
+ "eos_token": "<|eot_id|>",
2056
+ "model_input_names": [
2057
+ "input_ids",
2058
+ "attention_mask"
2059
+ ],
2060
+ "model_max_length": 131072,
2061
+ "pad_token": "<|eot_id|>",
2062
+ "tokenizer_class": "PreTrainedTokenizerFast"
2063
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:ea2f96dc5615935b6350a25cef8a628f4d3d66a0319a6d9d222fcca89509499f
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+ size 6456