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Ilhamfaisal
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detr-resnet-50-dc5-grasshopper-testdata-finetuned2.0-maxsteps-10000-batchsize-2-ilham

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+ ---
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+ library_name: transformers
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+ license: apache-2.0
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+ base_model: facebook/detr-resnet-50-dc5
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: detr-resnet-50-dc5-grasshopper-testdata-finetuned2.0-maxsteps-10000-batchsize-2-ilham
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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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+ # detr-resnet-50-dc5-grasshopper-testdata-finetuned2.0-maxsteps-10000-batchsize-2-ilham
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+
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+ This model is a fine-tuned version of [facebook/detr-resnet-50-dc5](https://huggingface.co/facebook/detr-resnet-50-dc5) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 3.0007
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+ - Map: 0.0047
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+ - Map 50: 0.0173
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+ - Map 75: 0.0009
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+ - Map Small: 0.0047
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+ - Map Medium: -1.0
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+ - Map Large: -1.0
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+ - Mar 1: 0.0017
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+ - Mar 10: 0.0117
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+ - Mar 100: 0.0426
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+ - Mar Small: 0.0426
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+ - Mar Medium: -1.0
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+ - Mar Large: -1.0
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+ - Map Recilia dorsalis: 0.0113
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+ - Mar 100 Recilia dorsalis: 0.1227
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+ - Map Nephotettix malayanus: 0.0075
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+ - Mar 100 Nephotettix malayanus: 0.0307
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+ - Map Sogatella furcifera: 0.0
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+ - Mar 100 Sogatella furcifera: 0.0
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+ - Map Nilaparvata lugens: 0.0
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+ - Mar 100 Nilaparvata lugens: 0.0171
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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: 1e-05
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+ - train_batch_size: 2
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+ - eval_batch_size: 2
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.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: linear
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+ - training_steps: 10000
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Recilia dorsalis | Mar 100 Recilia dorsalis | Map Nephotettix malayanus | Mar 100 Nephotettix malayanus | Map Sogatella furcifera | Mar 100 Sogatella furcifera | Map Nilaparvata lugens | Mar 100 Nilaparvata lugens |
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+ |:-------------:|:--------:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:--------------------:|:------------------------:|:-------------------------:|:-----------------------------:|:-----------------------:|:---------------------------:|:----------------------:|:--------------------------:|
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+ | 4.922 | 0.5952 | 50 | 4.2729 | 0.0001 | 0.0003 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0015 | 0.0085 | 0.0085 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0001 | 0.0177 | 0.0 | 0.0 | 0.0002 | 0.0165 |
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+ | 4.1668 | 1.1905 | 100 | 3.9789 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.0051 | 0.0051 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0001 | 0.0163 | 0.0 | 0.0 | 0.0 | 0.0041 |
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+ | 4.5854 | 1.7857 | 150 | 3.7985 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0015 | 0.0055 | 0.0055 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0001 | 0.0163 | 0.0 | 0.0 | 0.0001 | 0.0059 |
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+ | 4.3943 | 2.3810 | 200 | 3.7751 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.001 | 0.004 | 0.004 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0118 |
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+ | 2.9732 | 2.9762 | 250 | 3.7922 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0013 | 0.0023 | 0.0023 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0001 | 0.0088 |
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+ | 3.571 | 3.5714 | 300 | 3.8144 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.001 | 0.0018 | 0.0018 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0001 | 0.0071 |
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+ | 2.4278 | 4.1667 | 350 | 3.7715 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0002 | 0.0005 | 0.0028 | 0.0028 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0 | 0.0009 | 0.0 | 0.0 | 0.0 | 0.0094 |
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+ | 4.0768 | 4.7619 | 400 | 3.6700 | 0.0001 | 0.0004 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0001 | 0.0011 | 0.0053 | 0.0053 | -1.0 | -1.0 | 0.0001 | 0.0125 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0001 | 0.0088 |
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+ | 4.4523 | 5.3571 | 450 | 3.6946 | 0.0001 | 0.0004 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0074 | 0.0074 | -1.0 | -1.0 | 0.0002 | 0.0213 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0001 | 0.0082 |
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+ | 3.5476 | 5.9524 | 500 | 3.7100 | 0.0 | 0.0002 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0016 | 0.0049 | 0.0049 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0001 | 0.0153 |
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+ | 3.5861 | 6.5476 | 550 | 3.6604 | 0.0001 | 0.0005 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.0089 | 0.0089 | -1.0 | -1.0 | 0.0003 | 0.0343 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0012 |
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+ | 3.32 | 7.1429 | 600 | 3.6814 | 0.0003 | 0.0013 | 0.0 | 0.0003 | -1.0 | -1.0 | 0.0 | 0.003 | 0.0167 | 0.0167 | -1.0 | -1.0 | 0.001 | 0.0667 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 4.4471 | 7.7381 | 650 | 3.7570 | 0.0001 | 0.0005 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0003 | 0.0003 | 0.0073 | 0.0073 | -1.0 | -1.0 | 0.0003 | 0.0292 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 5.2238 | 8.3333 | 700 | 3.6898 | 0.0002 | 0.0015 | 0.0 | 0.0002 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0086 | 0.0086 | -1.0 | -1.0 | 0.0009 | 0.0338 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0006 |
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+ | 3.8461 | 8.9286 | 750 | 3.7262 | 0.0002 | 0.001 | 0.0 | 0.0002 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0133 | 0.0133 | -1.0 | -1.0 | 0.0007 | 0.0532 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.2069 | 9.5238 | 800 | 3.7627 | 0.0001 | 0.0007 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.0082 | 0.0082 | -1.0 | -1.0 | 0.0005 | 0.0329 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 4.0347 | 10.1190 | 850 | 3.7339 | 0.0006 | 0.0028 | 0.0 | 0.0006 | -1.0 | -1.0 | 0.0 | 0.0027 | 0.0172 | 0.0172 | -1.0 | -1.0 | 0.0023 | 0.069 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 4.0595 | 10.7143 | 900 | 3.6200 | 0.0005 | 0.0025 | 0.0 | 0.0005 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0167 | 0.0167 | -1.0 | -1.0 | 0.0021 | 0.0667 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 4.2273 | 11.3095 | 950 | 3.6058 | 0.001 | 0.0059 | 0.0 | 0.001 | -1.0 | -1.0 | 0.0003 | 0.0027 | 0.0157 | 0.0157 | -1.0 | -1.0 | 0.0039 | 0.063 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 2.6219 | 11.9048 | 1000 | 3.5723 | 0.0011 | 0.0045 | 0.0 | 0.0012 | -1.0 | -1.0 | 0.0003 | 0.0031 | 0.0115 | 0.0115 | -1.0 | -1.0 | 0.0045 | 0.0458 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.5385 | 12.5 | 1050 | 3.5279 | 0.0018 | 0.0084 | 0.0002 | 0.0018 | -1.0 | -1.0 | 0.0002 | 0.0041 | 0.0233 | 0.0233 | -1.0 | -1.0 | 0.0072 | 0.0931 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.6905 | 13.0952 | 1100 | 3.5101 | 0.0008 | 0.0035 | 0.0001 | 0.0008 | -1.0 | -1.0 | 0.0 | 0.0022 | 0.0163 | 0.0163 | -1.0 | -1.0 | 0.0031 | 0.0653 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.0729 | 13.6905 | 1150 | 3.5698 | 0.0007 | 0.0032 | 0.0 | 0.0007 | -1.0 | -1.0 | 0.0 | 0.0024 | 0.0112 | 0.0112 | -1.0 | -1.0 | 0.0027 | 0.0449 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.6636 | 14.2857 | 1200 | 3.4950 | 0.0011 | 0.0052 | 0.0001 | 0.0011 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0199 | 0.0199 | -1.0 | -1.0 | 0.0043 | 0.0796 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.4026 | 14.8810 | 1250 | 3.4642 | 0.0019 | 0.0088 | 0.0001 | 0.0019 | -1.0 | -1.0 | 0.0003 | 0.0061 | 0.0266 | 0.0266 | -1.0 | -1.0 | 0.0074 | 0.1065 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.514 | 15.4762 | 1300 | 3.4471 | 0.0021 | 0.0074 | 0.0005 | 0.0021 | -1.0 | -1.0 | 0.0006 | 0.0047 | 0.0293 | 0.0293 | -1.0 | -1.0 | 0.0085 | 0.1171 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 4.4938 | 16.0714 | 1350 | 3.5414 | 0.0028 | 0.0095 | 0.0001 | 0.0028 | -1.0 | -1.0 | 0.0007 | 0.0043 | 0.023 | 0.023 | -1.0 | -1.0 | 0.0061 | 0.0898 | 0.005 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.9956 | 16.6667 | 1400 | 3.4033 | 0.0031 | 0.012 | 0.0006 | 0.0031 | -1.0 | -1.0 | 0.0001 | 0.0084 | 0.0362 | 0.0362 | -1.0 | -1.0 | 0.0123 | 0.1449 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 4.1115 | 17.2619 | 1450 | 3.4297 | 0.0022 | 0.0107 | 0.0001 | 0.0022 | -1.0 | -1.0 | 0.0007 | 0.0046 | 0.0264 | 0.0264 | -1.0 | -1.0 | 0.0086 | 0.1056 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.0744 | 17.8571 | 1500 | 3.4763 | 0.0018 | 0.0071 | 0.0001 | 0.0018 | -1.0 | -1.0 | 0.0003 | 0.0063 | 0.028 | 0.028 | -1.0 | -1.0 | 0.0073 | 0.112 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.3757 | 18.4524 | 1550 | 3.4410 | 0.002 | 0.008 | 0.0004 | 0.002 | -1.0 | -1.0 | 0.0008 | 0.0066 | 0.0317 | 0.0317 | -1.0 | -1.0 | 0.008 | 0.1269 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 4.5711 | 19.0476 | 1600 | 3.4374 | 0.0024 | 0.0101 | 0.0003 | 0.0024 | -1.0 | -1.0 | 0.0001 | 0.0069 | 0.0322 | 0.0322 | -1.0 | -1.0 | 0.0096 | 0.1287 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 2.8704 | 19.6429 | 1650 | 3.4496 | 0.0018 | 0.0074 | 0.0004 | 0.0018 | -1.0 | -1.0 | 0.0007 | 0.0057 | 0.0252 | 0.0252 | -1.0 | -1.0 | 0.0073 | 0.1009 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.9042 | 20.2381 | 1700 | 3.3804 | 0.0029 | 0.0119 | 0.0004 | 0.0029 | -1.0 | -1.0 | 0.0002 | 0.0065 | 0.0306 | 0.0306 | -1.0 | -1.0 | 0.0117 | 0.1222 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.3289 | 20.8333 | 1750 | 3.4044 | 0.0021 | 0.0083 | 0.0 | 0.0021 | -1.0 | -1.0 | 0.001 | 0.0053 | 0.0238 | 0.0238 | -1.0 | -1.0 | 0.0086 | 0.0954 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 4.4952 | 21.4286 | 1800 | 3.4224 | 0.0014 | 0.0069 | 0.0001 | 0.0014 | -1.0 | -1.0 | 0.0009 | 0.003 | 0.0231 | 0.0231 | -1.0 | -1.0 | 0.0058 | 0.0926 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.7537 | 22.0238 | 1850 | 3.3736 | 0.0012 | 0.0055 | 0.0001 | 0.0012 | -1.0 | -1.0 | 0.0 | 0.0039 | 0.0223 | 0.0223 | -1.0 | -1.0 | 0.0047 | 0.0894 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 4.7113 | 22.6190 | 1900 | 3.5088 | 0.0011 | 0.0045 | 0.0002 | 0.0011 | -1.0 | -1.0 | 0.0 | 0.0038 | 0.0214 | 0.0214 | -1.0 | -1.0 | 0.0045 | 0.0856 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.6112 | 23.2143 | 1950 | 3.3937 | 0.0017 | 0.0097 | 0.0 | 0.0017 | -1.0 | -1.0 | 0.0008 | 0.0043 | 0.0227 | 0.0227 | -1.0 | -1.0 | 0.0066 | 0.0903 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0006 |
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+ | 4.0428 | 23.8095 | 2000 | 3.3784 | 0.0013 | 0.0054 | 0.0001 | 0.0013 | -1.0 | -1.0 | 0.0003 | 0.0045 | 0.0233 | 0.0233 | -1.0 | -1.0 | 0.0052 | 0.0931 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 4.7735 | 24.4048 | 2050 | 3.3649 | 0.0025 | 0.0101 | 0.0009 | 0.0025 | -1.0 | -1.0 | 0.0017 | 0.0082 | 0.03 | 0.03 | -1.0 | -1.0 | 0.0085 | 0.1116 | 0.0015 | 0.006 | 0.0 | 0.0 | 0.0 | 0.0024 |
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+ | 4.2583 | 25.0 | 2100 | 3.3489 | 0.0009 | 0.0043 | 0.0001 | 0.0009 | -1.0 | -1.0 | 0.0005 | 0.0032 | 0.0168 | 0.0168 | -1.0 | -1.0 | 0.0034 | 0.0671 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.383 | 25.5952 | 2150 | 3.3785 | 0.0014 | 0.0066 | 0.0001 | 0.0014 | -1.0 | -1.0 | 0.0015 | 0.0037 | 0.0221 | 0.0221 | -1.0 | -1.0 | 0.0054 | 0.0884 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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+ | 3.9419 | 26.1905 | 2200 | 3.3480 | 0.0012 | 0.006 | 0.0001 | 0.0012 | -1.0 | -1.0 | 0.0008 | 0.0044 | 0.0208 | 0.0208 | -1.0 | -1.0 | 0.005 | 0.0796 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0035 |
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+ | 3.6637 | 26.7857 | 2250 | 3.4193 | 0.0014 | 0.0066 | 0.0 | 0.0014 | -1.0 | -1.0 | 0.0005 | 0.0032 | 0.0243 | 0.0243 | -1.0 | -1.0 | 0.0055 | 0.0954 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0018 |
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+ | 4.8536 | 27.3810 | 2300 | 3.3361 | 0.001 | 0.0053 | 0.0 | 0.001 | -1.0 | -1.0 | 0.0008 | 0.0036 | 0.0216 | 0.0216 | -1.0 | -1.0 | 0.0041 | 0.0852 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0012 |
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+ | 2.4094 | 27.9762 | 2350 | 3.3181 | 0.0016 | 0.0066 | 0.0001 | 0.0016 | -1.0 | -1.0 | 0.0001 | 0.0037 | 0.0262 | 0.0262 | -1.0 | -1.0 | 0.0062 | 0.0995 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0053 |
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+ | 4.2904 | 28.5714 | 2400 | 3.3715 | 0.0009 | 0.0047 | 0.0001 | 0.0009 | -1.0 | -1.0 | 0.0006 | 0.0027 | 0.0194 | 0.0194 | -1.0 | -1.0 | 0.0036 | 0.0722 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0053 |
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+ | 3.5257 | 29.1667 | 2450 | 3.3269 | 0.0014 | 0.0062 | 0.0005 | 0.0014 | -1.0 | -1.0 | 0.0001 | 0.0035 | 0.0228 | 0.0228 | -1.0 | -1.0 | 0.0045 | 0.0829 | 0.0012 | 0.0047 | 0.0 | 0.0 | 0.0 | 0.0035 |
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+ | 3.3029 | 29.7619 | 2500 | 3.2705 | 0.0012 | 0.0056 | 0.0001 | 0.0012 | -1.0 | -1.0 | 0.0008 | 0.005 | 0.0221 | 0.0221 | -1.0 | -1.0 | 0.0048 | 0.0847 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0035 |
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+ | 3.7728 | 30.3571 | 2550 | 3.3696 | 0.0014 | 0.0073 | 0.0 | 0.0014 | -1.0 | -1.0 | 0.0016 | 0.0035 | 0.02 | 0.02 | -1.0 | -1.0 | 0.0057 | 0.0745 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0053 |
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+ | 4.2904 | 30.9524 | 2600 | 3.3354 | 0.0023 | 0.0119 | 0.0001 | 0.0023 | -1.0 | -1.0 | 0.001 | 0.0053 | 0.0258 | 0.0258 | -1.0 | -1.0 | 0.0074 | 0.1009 | 0.002 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0006 |
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+ | 3.9415 | 31.5476 | 2650 | 3.2970 | 0.0024 | 0.0105 | 0.0005 | 0.0024 | -1.0 | -1.0 | 0.0006 | 0.0066 | 0.0289 | 0.0289 | -1.0 | -1.0 | 0.0071 | 0.0995 | 0.0027 | 0.0107 | 0.0 | 0.0 | 0.0 | 0.0053 |
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+ | 3.7503 | 32.1429 | 2700 | 3.3180 | 0.0016 | 0.0063 | 0.0004 | 0.0016 | -1.0 | -1.0 | 0.0012 | 0.0056 | 0.0242 | 0.0242 | -1.0 | -1.0 | 0.0053 | 0.0847 | 0.001 | 0.0028 | 0.0 | 0.0 | 0.0 | 0.0094 |
125
+ | 3.876 | 32.7381 | 2750 | 3.2774 | 0.0016 | 0.0073 | 0.0 | 0.0016 | -1.0 | -1.0 | 0.0013 | 0.0041 | 0.0276 | 0.0276 | -1.0 | -1.0 | 0.0063 | 0.0917 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0188 |
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+ | 4.616 | 33.3333 | 2800 | 3.2346 | 0.003 | 0.0104 | 0.0014 | 0.003 | -1.0 | -1.0 | 0.0019 | 0.0066 | 0.0321 | 0.0321 | -1.0 | -1.0 | 0.0068 | 0.0991 | 0.0052 | 0.0098 | 0.0 | 0.0 | 0.0 | 0.0194 |
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+ | 3.6788 | 33.9286 | 2850 | 3.2381 | 0.002 | 0.0086 | 0.0002 | 0.002 | -1.0 | -1.0 | 0.0009 | 0.0065 | 0.0318 | 0.0318 | -1.0 | -1.0 | 0.0055 | 0.0949 | 0.0025 | 0.0121 | 0.0 | 0.0 | 0.0 | 0.02 |
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+ | 2.4553 | 34.5238 | 2900 | 3.2698 | 0.0014 | 0.0067 | 0.0001 | 0.0014 | -1.0 | -1.0 | 0.0015 | 0.0049 | 0.0221 | 0.0221 | -1.0 | -1.0 | 0.0029 | 0.0625 | 0.0028 | 0.0093 | 0.0 | 0.0 | 0.0 | 0.0165 |
129
+ | 4.0858 | 35.1190 | 2950 | 3.2620 | 0.0018 | 0.0072 | 0.001 | 0.0018 | -1.0 | -1.0 | 0.0019 | 0.0057 | 0.0269 | 0.0269 | -1.0 | -1.0 | 0.0033 | 0.0699 | 0.0038 | 0.0158 | 0.0 | 0.0 | 0.0001 | 0.0218 |
130
+ | 2.8577 | 35.7143 | 3000 | 3.2360 | 0.0017 | 0.007 | 0.0004 | 0.0017 | -1.0 | -1.0 | 0.0012 | 0.0053 | 0.0252 | 0.0252 | -1.0 | -1.0 | 0.004 | 0.0782 | 0.0029 | 0.0126 | 0.0 | 0.0 | 0.0 | 0.01 |
131
+ | 3.2801 | 36.3095 | 3050 | 3.1968 | 0.0021 | 0.0093 | 0.0002 | 0.0021 | -1.0 | -1.0 | 0.0016 | 0.0055 | 0.0278 | 0.0278 | -1.0 | -1.0 | 0.0039 | 0.0801 | 0.0043 | 0.0177 | 0.0 | 0.0 | 0.0 | 0.0135 |
132
+ | 4.5916 | 36.9048 | 3100 | 3.2167 | 0.0018 | 0.007 | 0.0004 | 0.0018 | -1.0 | -1.0 | 0.0021 | 0.0052 | 0.0315 | 0.0315 | -1.0 | -1.0 | 0.0045 | 0.0954 | 0.0027 | 0.0126 | 0.0 | 0.0 | 0.0 | 0.0182 |
133
+ | 3.7165 | 37.5 | 3150 | 3.2289 | 0.0023 | 0.0105 | 0.0004 | 0.0023 | -1.0 | -1.0 | 0.0015 | 0.0057 | 0.0314 | 0.0314 | -1.0 | -1.0 | 0.0055 | 0.0958 | 0.0036 | 0.0144 | 0.0 | 0.0 | 0.0 | 0.0153 |
134
+ | 2.5332 | 38.0952 | 3200 | 3.1863 | 0.0037 | 0.0124 | 0.0013 | 0.0037 | -1.0 | -1.0 | 0.002 | 0.0063 | 0.0367 | 0.0367 | -1.0 | -1.0 | 0.0084 | 0.1199 | 0.0066 | 0.0186 | 0.0 | 0.0 | 0.0 | 0.0082 |
135
+ | 3.8024 | 38.6905 | 3250 | 3.2116 | 0.0024 | 0.0085 | 0.0003 | 0.0024 | -1.0 | -1.0 | 0.0019 | 0.0041 | 0.0289 | 0.0289 | -1.0 | -1.0 | 0.0053 | 0.0931 | 0.0044 | 0.0149 | 0.0 | 0.0 | 0.0 | 0.0076 |
136
+ | 2.5606 | 39.2857 | 3300 | 3.1705 | 0.003 | 0.0102 | 0.0011 | 0.0031 | -1.0 | -1.0 | 0.0022 | 0.0048 | 0.0393 | 0.0393 | -1.0 | -1.0 | 0.0084 | 0.1343 | 0.0038 | 0.013 | 0.0 | 0.0 | 0.0 | 0.01 |
137
+ | 3.5795 | 39.8810 | 3350 | 3.2093 | 0.0026 | 0.0097 | 0.0002 | 0.0026 | -1.0 | -1.0 | 0.0009 | 0.0038 | 0.0285 | 0.0285 | -1.0 | -1.0 | 0.0053 | 0.0894 | 0.0049 | 0.0098 | 0.0 | 0.0 | 0.0 | 0.0147 |
138
+ | 4.2509 | 40.4762 | 3400 | 3.2076 | 0.005 | 0.0138 | 0.003 | 0.005 | -1.0 | -1.0 | 0.0024 | 0.0059 | 0.0449 | 0.0449 | -1.0 | -1.0 | 0.0109 | 0.1486 | 0.0091 | 0.0144 | 0.0 | 0.0 | 0.0 | 0.0165 |
139
+ | 3.1034 | 41.0714 | 3450 | 3.2442 | 0.003 | 0.0095 | 0.0003 | 0.003 | -1.0 | -1.0 | 0.0014 | 0.0051 | 0.0321 | 0.0321 | -1.0 | -1.0 | 0.0058 | 0.1051 | 0.0063 | 0.0163 | 0.0 | 0.0 | 0.0 | 0.0071 |
140
+ | 2.4811 | 41.6667 | 3500 | 3.2295 | 0.0032 | 0.011 | 0.0012 | 0.0032 | -1.0 | -1.0 | 0.0019 | 0.0056 | 0.0346 | 0.0346 | -1.0 | -1.0 | 0.0068 | 0.1134 | 0.0061 | 0.0116 | 0.0 | 0.0 | 0.0 | 0.0135 |
141
+ | 2.4999 | 42.2619 | 3550 | 3.2601 | 0.0033 | 0.0099 | 0.0026 | 0.0033 | -1.0 | -1.0 | 0.0016 | 0.0049 | 0.0286 | 0.0286 | -1.0 | -1.0 | 0.0054 | 0.0949 | 0.0076 | 0.0158 | 0.0 | 0.0 | 0.0 | 0.0035 |
142
+ | 3.5424 | 42.8571 | 3600 | 3.1707 | 0.0029 | 0.0093 | 0.0011 | 0.0029 | -1.0 | -1.0 | 0.0017 | 0.0044 | 0.0328 | 0.0328 | -1.0 | -1.0 | 0.0055 | 0.1102 | 0.0063 | 0.0191 | 0.0 | 0.0 | 0.0 | 0.0018 |
143
+ | 3.6171 | 43.4524 | 3650 | 3.2108 | 0.0041 | 0.0112 | 0.0031 | 0.0041 | -1.0 | -1.0 | 0.0021 | 0.0062 | 0.0402 | 0.0402 | -1.0 | -1.0 | 0.0075 | 0.1315 | 0.009 | 0.0209 | 0.0 | 0.0 | 0.0 | 0.0082 |
144
+ | 3.361 | 44.0476 | 3700 | 3.1418 | 0.0026 | 0.0099 | 0.0003 | 0.0026 | -1.0 | -1.0 | 0.0013 | 0.0028 | 0.0299 | 0.0299 | -1.0 | -1.0 | 0.0055 | 0.1037 | 0.0048 | 0.0088 | 0.0 | 0.0 | 0.0 | 0.0071 |
145
+ | 4.3083 | 44.6429 | 3750 | 3.1361 | 0.0054 | 0.0162 | 0.0031 | 0.0054 | -1.0 | -1.0 | 0.0023 | 0.0085 | 0.0419 | 0.0419 | -1.0 | -1.0 | 0.0121 | 0.1407 | 0.0095 | 0.0163 | 0.0 | 0.0 | 0.0 | 0.0106 |
146
+ | 4.2463 | 45.2381 | 3800 | 3.1431 | 0.0046 | 0.0152 | 0.0032 | 0.0046 | -1.0 | -1.0 | 0.0015 | 0.0066 | 0.0411 | 0.0411 | -1.0 | -1.0 | 0.0098 | 0.1329 | 0.0085 | 0.0214 | 0.0 | 0.0 | 0.0 | 0.01 |
147
+ | 2.2291 | 45.8333 | 3850 | 3.1680 | 0.0037 | 0.0121 | 0.0004 | 0.0037 | -1.0 | -1.0 | 0.0022 | 0.0055 | 0.0359 | 0.0359 | -1.0 | -1.0 | 0.0074 | 0.1176 | 0.0073 | 0.0195 | 0.0 | 0.0 | 0.0 | 0.0065 |
148
+ | 3.5551 | 46.4286 | 3900 | 3.1039 | 0.0033 | 0.0109 | 0.0027 | 0.0033 | -1.0 | -1.0 | 0.0013 | 0.0049 | 0.0312 | 0.0312 | -1.0 | -1.0 | 0.0058 | 0.1005 | 0.0073 | 0.0163 | 0.0 | 0.0 | 0.0 | 0.0082 |
149
+ | 3.353 | 47.0238 | 3950 | 3.0903 | 0.0031 | 0.0107 | 0.0005 | 0.0031 | -1.0 | -1.0 | 0.0021 | 0.0053 | 0.0346 | 0.0346 | -1.0 | -1.0 | 0.0063 | 0.1097 | 0.006 | 0.02 | 0.0 | 0.0 | 0.0 | 0.0088 |
150
+ | 4.4283 | 47.6190 | 4000 | 3.0969 | 0.0042 | 0.0151 | 0.0028 | 0.0043 | -1.0 | -1.0 | 0.0012 | 0.0046 | 0.037 | 0.037 | -1.0 | -1.0 | 0.0083 | 0.1185 | 0.0086 | 0.0219 | 0.0 | 0.0 | 0.0 | 0.0076 |
151
+ | 3.5267 | 48.2143 | 4050 | 3.1400 | 0.0034 | 0.0125 | 0.0002 | 0.0034 | -1.0 | -1.0 | 0.0014 | 0.0057 | 0.0337 | 0.0337 | -1.0 | -1.0 | 0.0063 | 0.1079 | 0.0073 | 0.0186 | 0.0 | 0.0 | 0.0 | 0.0082 |
152
+ | 2.2114 | 48.8095 | 4100 | 3.1356 | 0.0028 | 0.0098 | 0.0002 | 0.0028 | -1.0 | -1.0 | 0.0015 | 0.0056 | 0.0277 | 0.0277 | -1.0 | -1.0 | 0.0056 | 0.0921 | 0.0057 | 0.0116 | 0.0 | 0.0 | 0.0 | 0.0071 |
153
+ | 4.0059 | 49.4048 | 4150 | 3.1413 | 0.0036 | 0.0111 | 0.0028 | 0.0036 | -1.0 | -1.0 | 0.0019 | 0.0037 | 0.0344 | 0.0344 | -1.0 | -1.0 | 0.0076 | 0.1199 | 0.0067 | 0.0116 | 0.0 | 0.0 | 0.0 | 0.0059 |
154
+ | 4.6763 | 50.0 | 4200 | 3.1362 | 0.0039 | 0.0118 | 0.0027 | 0.0039 | -1.0 | -1.0 | 0.0019 | 0.0067 | 0.0334 | 0.0334 | -1.0 | -1.0 | 0.0074 | 0.1144 | 0.0083 | 0.0158 | 0.0 | 0.0 | 0.0 | 0.0035 |
155
+ | 3.6185 | 50.5952 | 4250 | 3.1500 | 0.003 | 0.0094 | 0.0009 | 0.003 | -1.0 | -1.0 | 0.0012 | 0.006 | 0.0338 | 0.0338 | -1.0 | -1.0 | 0.0069 | 0.1153 | 0.0051 | 0.0116 | 0.0 | 0.0 | 0.0 | 0.0082 |
156
+ | 4.0936 | 51.1905 | 4300 | 3.1810 | 0.0039 | 0.0099 | 0.0028 | 0.0039 | -1.0 | -1.0 | 0.0016 | 0.0068 | 0.0346 | 0.0346 | -1.0 | -1.0 | 0.0072 | 0.1222 | 0.0085 | 0.0098 | 0.0 | 0.0 | 0.0 | 0.0065 |
157
+ | 3.4563 | 51.7857 | 4350 | 3.2194 | 0.0035 | 0.0108 | 0.0016 | 0.0035 | -1.0 | -1.0 | 0.0028 | 0.0067 | 0.0337 | 0.0337 | -1.0 | -1.0 | 0.0087 | 0.1148 | 0.0052 | 0.0084 | 0.0 | 0.0 | 0.0 | 0.0118 |
158
+ | 1.8965 | 52.3810 | 4400 | 3.1726 | 0.0037 | 0.0137 | 0.0006 | 0.0037 | -1.0 | -1.0 | 0.0016 | 0.0061 | 0.0385 | 0.0385 | -1.0 | -1.0 | 0.01 | 0.1278 | 0.0048 | 0.0116 | 0.0 | 0.0 | 0.0 | 0.0147 |
159
+ | 3.6665 | 52.9762 | 4450 | 3.2276 | 0.0028 | 0.0107 | 0.0004 | 0.0028 | -1.0 | -1.0 | 0.0015 | 0.0058 | 0.0292 | 0.0292 | -1.0 | -1.0 | 0.0071 | 0.0931 | 0.0041 | 0.0144 | 0.0 | 0.0 | 0.0 | 0.0094 |
160
+ | 3.354 | 53.5714 | 4500 | 3.1528 | 0.0033 | 0.0113 | 0.0006 | 0.0033 | -1.0 | -1.0 | 0.0015 | 0.0067 | 0.0357 | 0.0357 | -1.0 | -1.0 | 0.009 | 0.1245 | 0.0041 | 0.0088 | 0.0 | 0.0 | 0.0 | 0.0094 |
161
+ | 4.3119 | 54.1667 | 4550 | 3.1685 | 0.0034 | 0.0111 | 0.0011 | 0.0034 | -1.0 | -1.0 | 0.0007 | 0.0039 | 0.0336 | 0.0336 | -1.0 | -1.0 | 0.0076 | 0.1148 | 0.006 | 0.0102 | 0.0 | 0.0 | 0.0 | 0.0094 |
162
+ | 3.0092 | 54.7619 | 4600 | 3.1044 | 0.0047 | 0.0164 | 0.0012 | 0.0047 | -1.0 | -1.0 | 0.0009 | 0.0074 | 0.0403 | 0.0403 | -1.0 | -1.0 | 0.0117 | 0.1329 | 0.0071 | 0.0181 | 0.0 | 0.0 | 0.0 | 0.01 |
163
+ | 2.5933 | 55.3571 | 4650 | 3.1413 | 0.0048 | 0.0155 | 0.0015 | 0.0048 | -1.0 | -1.0 | 0.0013 | 0.0066 | 0.0399 | 0.0399 | -1.0 | -1.0 | 0.0111 | 0.1296 | 0.0082 | 0.0181 | 0.0 | 0.0 | 0.0 | 0.0118 |
164
+ | 4.3193 | 55.9524 | 4700 | 3.0734 | 0.0042 | 0.0134 | 0.001 | 0.0042 | -1.0 | -1.0 | 0.0015 | 0.0066 | 0.04 | 0.04 | -1.0 | -1.0 | 0.0094 | 0.1324 | 0.0072 | 0.0153 | 0.0 | 0.0 | 0.0 | 0.0124 |
165
+ | 2.8189 | 56.5476 | 4750 | 3.1543 | 0.0037 | 0.0145 | 0.0005 | 0.0037 | -1.0 | -1.0 | 0.0014 | 0.0055 | 0.0337 | 0.0337 | -1.0 | -1.0 | 0.0073 | 0.1083 | 0.0076 | 0.02 | 0.0 | 0.0 | 0.0 | 0.0065 |
166
+ | 4.3455 | 57.1429 | 4800 | 3.1613 | 0.0035 | 0.0136 | 0.0005 | 0.0035 | -1.0 | -1.0 | 0.0005 | 0.0042 | 0.0347 | 0.0347 | -1.0 | -1.0 | 0.0081 | 0.1167 | 0.0059 | 0.0163 | 0.0 | 0.0 | 0.0 | 0.0059 |
167
+ | 2.3567 | 57.7381 | 4850 | 3.0877 | 0.0041 | 0.0161 | 0.0009 | 0.0041 | -1.0 | -1.0 | 0.001 | 0.0058 | 0.0396 | 0.0396 | -1.0 | -1.0 | 0.0084 | 0.131 | 0.0079 | 0.0195 | 0.0 | 0.0 | 0.0 | 0.0076 |
168
+ | 2.0553 | 58.3333 | 4900 | 3.1233 | 0.0048 | 0.0143 | 0.0034 | 0.0048 | -1.0 | -1.0 | 0.0013 | 0.0051 | 0.038 | 0.038 | -1.0 | -1.0 | 0.008 | 0.1208 | 0.0111 | 0.0251 | 0.0 | 0.0 | 0.0 | 0.0059 |
169
+ | 3.5256 | 58.9286 | 4950 | 3.1314 | 0.0044 | 0.0147 | 0.0028 | 0.0044 | -1.0 | -1.0 | 0.0008 | 0.0037 | 0.0345 | 0.0345 | -1.0 | -1.0 | 0.0066 | 0.1088 | 0.0112 | 0.0223 | 0.0 | 0.0 | 0.0 | 0.0071 |
170
+ | 4.0251 | 59.5238 | 5000 | 3.1076 | 0.0039 | 0.0129 | 0.0006 | 0.0039 | -1.0 | -1.0 | 0.0009 | 0.0052 | 0.0363 | 0.0363 | -1.0 | -1.0 | 0.0074 | 0.1181 | 0.0083 | 0.0195 | 0.0 | 0.0 | 0.0 | 0.0076 |
171
+ | 3.0831 | 60.1190 | 5050 | 3.1320 | 0.0044 | 0.012 | 0.0027 | 0.0044 | -1.0 | -1.0 | 0.0029 | 0.0066 | 0.0341 | 0.0341 | -1.0 | -1.0 | 0.0069 | 0.1074 | 0.0107 | 0.0195 | 0.0 | 0.0 | 0.0 | 0.0094 |
172
+ | 3.6648 | 60.7143 | 5100 | 3.1147 | 0.0052 | 0.0173 | 0.003 | 0.0052 | -1.0 | -1.0 | 0.0034 | 0.0087 | 0.0408 | 0.0408 | -1.0 | -1.0 | 0.0101 | 0.1278 | 0.0105 | 0.0265 | 0.0 | 0.0 | 0.0 | 0.0088 |
173
+ | 3.9512 | 61.3095 | 5150 | 3.1377 | 0.0032 | 0.0111 | 0.0002 | 0.0032 | -1.0 | -1.0 | 0.001 | 0.0051 | 0.0267 | 0.0267 | -1.0 | -1.0 | 0.005 | 0.0861 | 0.0077 | 0.0149 | 0.0 | 0.0 | 0.0 | 0.0059 |
174
+ | 4.6871 | 61.9048 | 5200 | 3.1088 | 0.0036 | 0.0121 | 0.0002 | 0.0036 | -1.0 | -1.0 | 0.001 | 0.0065 | 0.0313 | 0.0313 | -1.0 | -1.0 | 0.0069 | 0.1019 | 0.0077 | 0.0181 | 0.0 | 0.0 | 0.0 | 0.0053 |
175
+ | 3.4733 | 62.5 | 5250 | 3.1430 | 0.0041 | 0.0144 | 0.0028 | 0.0041 | -1.0 | -1.0 | 0.0019 | 0.0074 | 0.034 | 0.034 | -1.0 | -1.0 | 0.0074 | 0.1056 | 0.0091 | 0.02 | 0.0 | 0.0 | 0.0 | 0.0106 |
176
+ | 1.7946 | 63.0952 | 5300 | 3.1228 | 0.0038 | 0.0123 | 0.0003 | 0.0038 | -1.0 | -1.0 | 0.0016 | 0.0072 | 0.0346 | 0.0346 | -1.0 | -1.0 | 0.007 | 0.106 | 0.0083 | 0.0214 | 0.0 | 0.0 | 0.0 | 0.0112 |
177
+ | 2.0241 | 63.6905 | 5350 | 3.1019 | 0.0038 | 0.0118 | 0.0005 | 0.0038 | -1.0 | -1.0 | 0.0029 | 0.0059 | 0.0346 | 0.0346 | -1.0 | -1.0 | 0.0075 | 0.1046 | 0.0079 | 0.0228 | 0.0 | 0.0 | 0.0 | 0.0112 |
178
+ | 4.195 | 64.2857 | 5400 | 3.1583 | 0.003 | 0.0091 | 0.0026 | 0.003 | -1.0 | -1.0 | 0.0016 | 0.0055 | 0.0236 | 0.0236 | -1.0 | -1.0 | 0.0044 | 0.069 | 0.0075 | 0.0149 | 0.0 | 0.0 | 0.0 | 0.0106 |
179
+ | 4.0282 | 64.8810 | 5450 | 3.1138 | 0.0048 | 0.0146 | 0.0012 | 0.0048 | -1.0 | -1.0 | 0.0026 | 0.0079 | 0.0388 | 0.0388 | -1.0 | -1.0 | 0.0094 | 0.1111 | 0.0097 | 0.0307 | 0.0 | 0.0 | 0.0 | 0.0135 |
180
+ | 3.6162 | 65.4762 | 5500 | 3.0953 | 0.005 | 0.0159 | 0.0029 | 0.005 | -1.0 | -1.0 | 0.0027 | 0.0075 | 0.0413 | 0.0413 | -1.0 | -1.0 | 0.0106 | 0.1259 | 0.0092 | 0.0256 | 0.0 | 0.0 | 0.0 | 0.0135 |
181
+ | 3.4249 | 66.0714 | 5550 | 3.0953 | 0.0055 | 0.0169 | 0.002 | 0.0055 | -1.0 | -1.0 | 0.003 | 0.0095 | 0.0473 | 0.0473 | -1.0 | -1.0 | 0.0127 | 0.1449 | 0.0091 | 0.0288 | 0.0 | 0.0 | 0.0 | 0.0153 |
182
+ | 3.7631 | 66.6667 | 5600 | 3.1707 | 0.0047 | 0.0136 | 0.0013 | 0.0047 | -1.0 | -1.0 | 0.0031 | 0.0071 | 0.0383 | 0.0383 | -1.0 | -1.0 | 0.0099 | 0.1241 | 0.009 | 0.0209 | 0.0 | 0.0 | 0.0 | 0.0082 |
183
+ | 2.3827 | 67.2619 | 5650 | 3.1308 | 0.0046 | 0.0144 | 0.0028 | 0.0046 | -1.0 | -1.0 | 0.001 | 0.0061 | 0.0374 | 0.0374 | -1.0 | -1.0 | 0.0101 | 0.1231 | 0.0082 | 0.02 | 0.0 | 0.0 | 0.0 | 0.0065 |
184
+ | 2.4558 | 67.8571 | 5700 | 3.0937 | 0.0048 | 0.0154 | 0.0028 | 0.0048 | -1.0 | -1.0 | 0.0015 | 0.0056 | 0.0347 | 0.0347 | -1.0 | -1.0 | 0.0094 | 0.1079 | 0.01 | 0.0205 | 0.0 | 0.0 | 0.0 | 0.0106 |
185
+ | 1.9914 | 68.4524 | 5750 | 3.1093 | 0.0048 | 0.0152 | 0.0029 | 0.0048 | -1.0 | -1.0 | 0.002 | 0.0056 | 0.0393 | 0.0393 | -1.0 | -1.0 | 0.011 | 0.131 | 0.0084 | 0.0172 | 0.0 | 0.0 | 0.0 | 0.0088 |
186
+ | 2.4137 | 69.0476 | 5800 | 3.1115 | 0.0051 | 0.0181 | 0.0011 | 0.0051 | -1.0 | -1.0 | 0.0021 | 0.0071 | 0.0429 | 0.0429 | -1.0 | -1.0 | 0.012 | 0.1347 | 0.0082 | 0.0223 | 0.0 | 0.0 | 0.0 | 0.0147 |
187
+ | 4.5029 | 69.6429 | 5850 | 3.1292 | 0.0055 | 0.0193 | 0.0027 | 0.0055 | -1.0 | -1.0 | 0.003 | 0.0073 | 0.0389 | 0.0389 | -1.0 | -1.0 | 0.013 | 0.1241 | 0.009 | 0.0228 | 0.0 | 0.0 | 0.0 | 0.0088 |
188
+ | 4.7825 | 70.2381 | 5900 | 3.1378 | 0.0054 | 0.0181 | 0.003 | 0.0054 | -1.0 | -1.0 | 0.0019 | 0.0068 | 0.041 | 0.041 | -1.0 | -1.0 | 0.0116 | 0.1264 | 0.0098 | 0.0251 | 0.0 | 0.0 | 0.0 | 0.0124 |
189
+ | 3.5144 | 70.8333 | 5950 | 3.1005 | 0.0055 | 0.0175 | 0.0032 | 0.0056 | -1.0 | -1.0 | 0.0021 | 0.0078 | 0.0431 | 0.0431 | -1.0 | -1.0 | 0.0122 | 0.131 | 0.01 | 0.0302 | 0.0 | 0.0 | 0.0 | 0.0112 |
190
+ | 3.7245 | 71.4286 | 6000 | 3.0791 | 0.0049 | 0.0162 | 0.0005 | 0.0049 | -1.0 | -1.0 | 0.0019 | 0.0081 | 0.0443 | 0.0443 | -1.0 | -1.0 | 0.0122 | 0.1398 | 0.0073 | 0.0237 | 0.0 | 0.0 | 0.0 | 0.0135 |
191
+ | 1.0643 | 72.0238 | 6050 | 3.1118 | 0.0045 | 0.0145 | 0.0027 | 0.0045 | -1.0 | -1.0 | 0.0014 | 0.0059 | 0.0394 | 0.0394 | -1.0 | -1.0 | 0.0102 | 0.1245 | 0.0078 | 0.0214 | 0.0 | 0.0 | 0.0 | 0.0118 |
192
+ | 4.0432 | 72.6190 | 6100 | 3.1661 | 0.004 | 0.0132 | 0.0004 | 0.004 | -1.0 | -1.0 | 0.0014 | 0.0073 | 0.0359 | 0.0359 | -1.0 | -1.0 | 0.0078 | 0.1083 | 0.0083 | 0.0307 | 0.0 | 0.0 | 0.0 | 0.0047 |
193
+ | 3.1888 | 73.2143 | 6150 | 3.0644 | 0.0047 | 0.0173 | 0.0009 | 0.0047 | -1.0 | -1.0 | 0.001 | 0.006 | 0.0413 | 0.0413 | -1.0 | -1.0 | 0.0108 | 0.1301 | 0.0081 | 0.0312 | 0.0 | 0.0 | 0.0 | 0.0041 |
194
+ | 2.8505 | 73.8095 | 6200 | 3.0855 | 0.0054 | 0.0202 | 0.001 | 0.0054 | -1.0 | -1.0 | 0.0015 | 0.0067 | 0.0485 | 0.0485 | -1.0 | -1.0 | 0.015 | 0.1574 | 0.0065 | 0.0265 | 0.0 | 0.0 | 0.0 | 0.01 |
195
+ | 3.5999 | 74.4048 | 6250 | 3.1414 | 0.0043 | 0.0146 | 0.003 | 0.0043 | -1.0 | -1.0 | 0.0016 | 0.0063 | 0.0344 | 0.0344 | -1.0 | -1.0 | 0.0089 | 0.112 | 0.0082 | 0.0209 | 0.0 | 0.0 | 0.0 | 0.0047 |
196
+ | 2.2493 | 75.0 | 6300 | 3.0587 | 0.0046 | 0.0185 | 0.0008 | 0.0046 | -1.0 | -1.0 | 0.0017 | 0.0063 | 0.042 | 0.042 | -1.0 | -1.0 | 0.0118 | 0.1366 | 0.0067 | 0.0279 | 0.0 | 0.0 | 0.0 | 0.0035 |
197
+ | 2.6329 | 75.5952 | 6350 | 3.0739 | 0.0049 | 0.0176 | 0.0006 | 0.0049 | -1.0 | -1.0 | 0.001 | 0.0059 | 0.0433 | 0.0433 | -1.0 | -1.0 | 0.0111 | 0.1301 | 0.0085 | 0.0307 | 0.0 | 0.0 | 0.0 | 0.0124 |
198
+ | 2.7892 | 76.1905 | 6400 | 3.0635 | 0.0047 | 0.016 | 0.0006 | 0.0047 | -1.0 | -1.0 | 0.0009 | 0.0065 | 0.0432 | 0.0432 | -1.0 | -1.0 | 0.0115 | 0.1361 | 0.0072 | 0.0284 | 0.0 | 0.0 | 0.0 | 0.0082 |
199
+ | 2.8733 | 76.7857 | 6450 | 3.1128 | 0.0042 | 0.0129 | 0.0029 | 0.0042 | -1.0 | -1.0 | 0.0017 | 0.0062 | 0.0358 | 0.0358 | -1.0 | -1.0 | 0.0077 | 0.1116 | 0.0092 | 0.0274 | 0.0 | 0.0 | 0.0 | 0.0041 |
200
+ | 3.3976 | 77.3810 | 6500 | 3.0844 | 0.0038 | 0.0139 | 0.0009 | 0.0038 | -1.0 | -1.0 | 0.001 | 0.0084 | 0.0408 | 0.0408 | -1.0 | -1.0 | 0.01 | 0.1333 | 0.0052 | 0.0233 | 0.0 | 0.0 | 0.0 | 0.0065 |
201
+ | 3.1254 | 77.9762 | 6550 | 3.1135 | 0.0031 | 0.0109 | 0.0008 | 0.0031 | -1.0 | -1.0 | 0.0007 | 0.0053 | 0.0347 | 0.0347 | -1.0 | -1.0 | 0.007 | 0.1144 | 0.0052 | 0.0214 | 0.0 | 0.0 | 0.0 | 0.0029 |
202
+ | 3.7946 | 78.5714 | 6600 | 3.0972 | 0.004 | 0.0144 | 0.0008 | 0.004 | -1.0 | -1.0 | 0.0009 | 0.0067 | 0.0395 | 0.0395 | -1.0 | -1.0 | 0.009 | 0.1315 | 0.0069 | 0.0219 | 0.0 | 0.0 | 0.0 | 0.0047 |
203
+ | 6.2164 | 79.1667 | 6650 | 3.1311 | 0.0036 | 0.0114 | 0.0004 | 0.0036 | -1.0 | -1.0 | 0.0013 | 0.0074 | 0.0344 | 0.0344 | -1.0 | -1.0 | 0.0069 | 0.1125 | 0.0074 | 0.0214 | 0.0 | 0.0 | 0.0 | 0.0035 |
204
+ | 3.631 | 79.7619 | 6700 | 3.1717 | 0.0038 | 0.0122 | 0.0027 | 0.0038 | -1.0 | -1.0 | 0.0008 | 0.0077 | 0.032 | 0.032 | -1.0 | -1.0 | 0.0067 | 0.1019 | 0.0083 | 0.0195 | 0.0 | 0.0 | 0.0 | 0.0065 |
205
+ | 4.0791 | 80.3571 | 6750 | 3.1171 | 0.004 | 0.0129 | 0.0002 | 0.004 | -1.0 | -1.0 | 0.0009 | 0.0084 | 0.0344 | 0.0344 | -1.0 | -1.0 | 0.0084 | 0.1171 | 0.0074 | 0.02 | 0.0 | 0.0 | 0.0 | 0.0006 |
206
+ | 4.3475 | 80.9524 | 6800 | 3.0581 | 0.0038 | 0.0141 | 0.0003 | 0.0038 | -1.0 | -1.0 | 0.0016 | 0.0086 | 0.0335 | 0.0335 | -1.0 | -1.0 | 0.0076 | 0.0991 | 0.0078 | 0.0256 | 0.0 | 0.0 | 0.0 | 0.0094 |
207
+ | 3.9135 | 81.5476 | 6850 | 3.0715 | 0.0039 | 0.0141 | 0.0001 | 0.0039 | -1.0 | -1.0 | 0.0026 | 0.0071 | 0.03 | 0.03 | -1.0 | -1.0 | 0.0062 | 0.0852 | 0.0093 | 0.0242 | 0.0 | 0.0 | 0.0 | 0.0106 |
208
+ | 3.6389 | 82.1429 | 6900 | 3.0798 | 0.0042 | 0.0144 | 0.0007 | 0.0042 | -1.0 | -1.0 | 0.0026 | 0.0086 | 0.0339 | 0.0339 | -1.0 | -1.0 | 0.0074 | 0.1028 | 0.0093 | 0.027 | 0.0 | 0.0 | 0.0 | 0.0059 |
209
+ | 1.648 | 82.7381 | 6950 | 3.0625 | 0.0048 | 0.0155 | 0.001 | 0.0048 | -1.0 | -1.0 | 0.0024 | 0.0124 | 0.0414 | 0.0414 | -1.0 | -1.0 | 0.0101 | 0.1269 | 0.0093 | 0.0288 | 0.0 | 0.0 | 0.0 | 0.01 |
210
+ | 4.0621 | 83.3333 | 7000 | 3.0674 | 0.0038 | 0.0136 | 0.0002 | 0.0038 | -1.0 | -1.0 | 0.0021 | 0.0103 | 0.0341 | 0.0341 | -1.0 | -1.0 | 0.0071 | 0.1056 | 0.0082 | 0.0256 | 0.0 | 0.0 | 0.0 | 0.0053 |
211
+ | 3.6219 | 83.9286 | 7050 | 3.1208 | 0.004 | 0.0138 | 0.0002 | 0.004 | -1.0 | -1.0 | 0.0014 | 0.0096 | 0.0354 | 0.0354 | -1.0 | -1.0 | 0.0081 | 0.1106 | 0.008 | 0.0251 | 0.0 | 0.0 | 0.0 | 0.0059 |
212
+ | 3.3229 | 84.5238 | 7100 | 3.1118 | 0.0043 | 0.0139 | 0.0005 | 0.0043 | -1.0 | -1.0 | 0.0013 | 0.0085 | 0.037 | 0.037 | -1.0 | -1.0 | 0.009 | 0.119 | 0.008 | 0.0237 | 0.0 | 0.0 | 0.0 | 0.0053 |
213
+ | 2.964 | 85.1190 | 7150 | 3.1132 | 0.0044 | 0.0138 | 0.0029 | 0.0044 | -1.0 | -1.0 | 0.0015 | 0.0085 | 0.037 | 0.037 | -1.0 | -1.0 | 0.0094 | 0.1208 | 0.0082 | 0.02 | 0.0 | 0.0 | 0.0 | 0.0071 |
214
+ | 3.5183 | 85.7143 | 7200 | 3.0452 | 0.0044 | 0.0155 | 0.0007 | 0.0044 | -1.0 | -1.0 | 0.0013 | 0.0099 | 0.0402 | 0.0402 | -1.0 | -1.0 | 0.0091 | 0.1213 | 0.0083 | 0.0242 | 0.0 | 0.0 | 0.0 | 0.0153 |
215
+ | 3.2454 | 86.3095 | 7250 | 3.0898 | 0.0036 | 0.0132 | 0.001 | 0.0036 | -1.0 | -1.0 | 0.0013 | 0.0066 | 0.0342 | 0.0342 | -1.0 | -1.0 | 0.008 | 0.1023 | 0.0065 | 0.0209 | 0.0 | 0.0 | 0.0 | 0.0135 |
216
+ | 2.2413 | 86.9048 | 7300 | 3.1073 | 0.0033 | 0.0131 | 0.001 | 0.0033 | -1.0 | -1.0 | 0.0005 | 0.0055 | 0.0348 | 0.0348 | -1.0 | -1.0 | 0.0084 | 0.1046 | 0.0046 | 0.0167 | 0.0 | 0.0 | 0.0 | 0.0176 |
217
+ | 3.4964 | 87.5 | 7350 | 3.0578 | 0.0046 | 0.0154 | 0.0013 | 0.0046 | -1.0 | -1.0 | 0.002 | 0.0062 | 0.0371 | 0.0371 | -1.0 | -1.0 | 0.0101 | 0.113 | 0.0081 | 0.0214 | 0.0 | 0.0 | 0.0 | 0.0141 |
218
+ | 3.8867 | 88.0952 | 7400 | 3.0704 | 0.0047 | 0.0162 | 0.0004 | 0.0047 | -1.0 | -1.0 | 0.002 | 0.0088 | 0.038 | 0.038 | -1.0 | -1.0 | 0.0106 | 0.112 | 0.0081 | 0.027 | 0.0 | 0.0 | 0.0 | 0.0129 |
219
+ | 2.9379 | 88.6905 | 7450 | 3.0753 | 0.0043 | 0.0138 | 0.0029 | 0.0043 | -1.0 | -1.0 | 0.0016 | 0.0068 | 0.035 | 0.035 | -1.0 | -1.0 | 0.0089 | 0.1037 | 0.0083 | 0.0247 | 0.0 | 0.0 | 0.0 | 0.0118 |
220
+ | 1.3889 | 89.2857 | 7500 | 3.0395 | 0.0048 | 0.0167 | 0.0003 | 0.0048 | -1.0 | -1.0 | 0.0022 | 0.0093 | 0.0411 | 0.0411 | -1.0 | -1.0 | 0.0111 | 0.1245 | 0.0082 | 0.027 | 0.0 | 0.0 | 0.0 | 0.0129 |
221
+ | 2.8528 | 89.8810 | 7550 | 3.0231 | 0.0043 | 0.0146 | 0.0005 | 0.0043 | -1.0 | -1.0 | 0.0023 | 0.0089 | 0.038 | 0.038 | -1.0 | -1.0 | 0.0097 | 0.1144 | 0.0073 | 0.0237 | 0.0 | 0.0 | 0.0 | 0.0141 |
222
+ | 2.7471 | 90.4762 | 7600 | 3.0100 | 0.0046 | 0.0162 | 0.0018 | 0.0046 | -1.0 | -1.0 | 0.0024 | 0.0101 | 0.0406 | 0.0406 | -1.0 | -1.0 | 0.0105 | 0.1236 | 0.0078 | 0.027 | 0.0 | 0.0 | 0.0 | 0.0118 |
223
+ | 4.8898 | 91.0714 | 7650 | 2.9963 | 0.0045 | 0.0153 | 0.002 | 0.0045 | -1.0 | -1.0 | 0.0023 | 0.0082 | 0.0386 | 0.0386 | -1.0 | -1.0 | 0.0098 | 0.1171 | 0.008 | 0.0284 | 0.0 | 0.0 | 0.0 | 0.0088 |
224
+ | 2.6671 | 91.6667 | 7700 | 3.0438 | 0.0043 | 0.0124 | 0.0027 | 0.0043 | -1.0 | -1.0 | 0.0026 | 0.008 | 0.0315 | 0.0315 | -1.0 | -1.0 | 0.0079 | 0.0958 | 0.0094 | 0.0233 | 0.0 | 0.0 | 0.0 | 0.0071 |
225
+ | 4.8524 | 92.2619 | 7750 | 3.0317 | 0.0045 | 0.0147 | 0.003 | 0.0045 | -1.0 | -1.0 | 0.0035 | 0.0099 | 0.0352 | 0.0352 | -1.0 | -1.0 | 0.0092 | 0.1037 | 0.0087 | 0.0265 | 0.0 | 0.0 | 0.0 | 0.0106 |
226
+ | 2.5835 | 92.8571 | 7800 | 3.0333 | 0.005 | 0.0178 | 0.003 | 0.005 | -1.0 | -1.0 | 0.0035 | 0.0095 | 0.0392 | 0.0392 | -1.0 | -1.0 | 0.0099 | 0.1134 | 0.0102 | 0.0293 | 0.0 | 0.0 | 0.0 | 0.0141 |
227
+ | 4.065 | 93.4524 | 7850 | 3.0547 | 0.005 | 0.0149 | 0.003 | 0.005 | -1.0 | -1.0 | 0.0017 | 0.008 | 0.0368 | 0.0368 | -1.0 | -1.0 | 0.0105 | 0.1162 | 0.0094 | 0.02 | 0.0 | 0.0 | 0.0 | 0.0112 |
228
+ | 3.9096 | 94.0476 | 7900 | 3.0684 | 0.005 | 0.0158 | 0.0029 | 0.005 | -1.0 | -1.0 | 0.0037 | 0.0087 | 0.038 | 0.038 | -1.0 | -1.0 | 0.01 | 0.1144 | 0.0101 | 0.0223 | 0.0 | 0.0 | 0.0 | 0.0153 |
229
+ | 3.097 | 94.6429 | 7950 | 3.0694 | 0.0051 | 0.0171 | 0.0032 | 0.0051 | -1.0 | -1.0 | 0.0027 | 0.0089 | 0.0388 | 0.0388 | -1.0 | -1.0 | 0.011 | 0.1176 | 0.0094 | 0.0219 | 0.0 | 0.0 | 0.0 | 0.0159 |
230
+ | 3.4465 | 95.2381 | 8000 | 3.0668 | 0.0056 | 0.0179 | 0.0032 | 0.0056 | -1.0 | -1.0 | 0.0028 | 0.0106 | 0.0421 | 0.0421 | -1.0 | -1.0 | 0.0118 | 0.1264 | 0.0107 | 0.0256 | 0.0 | 0.0 | 0.0 | 0.0165 |
231
+ | 2.9165 | 95.8333 | 8050 | 3.0545 | 0.0057 | 0.0177 | 0.0028 | 0.0057 | -1.0 | -1.0 | 0.0023 | 0.0117 | 0.043 | 0.043 | -1.0 | -1.0 | 0.0126 | 0.1292 | 0.01 | 0.0265 | 0.0 | 0.0 | 0.0 | 0.0165 |
232
+ | 3.7888 | 96.4286 | 8100 | 3.0652 | 0.0053 | 0.0166 | 0.0029 | 0.0053 | -1.0 | -1.0 | 0.002 | 0.0097 | 0.0398 | 0.0398 | -1.0 | -1.0 | 0.0114 | 0.1194 | 0.0096 | 0.026 | 0.0 | 0.0 | 0.0 | 0.0135 |
233
+ | 3.4622 | 97.0238 | 8150 | 3.0395 | 0.0051 | 0.0169 | 0.0007 | 0.0051 | -1.0 | -1.0 | 0.0016 | 0.0129 | 0.04 | 0.04 | -1.0 | -1.0 | 0.0116 | 0.1194 | 0.0089 | 0.0284 | 0.0 | 0.0 | 0.0 | 0.0124 |
234
+ | 2.4208 | 97.6190 | 8200 | 3.0382 | 0.0056 | 0.0173 | 0.0034 | 0.0056 | -1.0 | -1.0 | 0.0022 | 0.0108 | 0.0428 | 0.0428 | -1.0 | -1.0 | 0.0131 | 0.1269 | 0.0095 | 0.0284 | 0.0 | 0.0 | 0.0 | 0.0159 |
235
+ | 3.4318 | 98.2143 | 8250 | 3.0362 | 0.0054 | 0.0175 | 0.0007 | 0.0054 | -1.0 | -1.0 | 0.0015 | 0.0114 | 0.0439 | 0.0439 | -1.0 | -1.0 | 0.0123 | 0.1273 | 0.0092 | 0.0302 | 0.0 | 0.0 | 0.0 | 0.0182 |
236
+ | 2.8207 | 98.8095 | 8300 | 3.0339 | 0.0054 | 0.0173 | 0.001 | 0.0054 | -1.0 | -1.0 | 0.0021 | 0.0111 | 0.0442 | 0.0442 | -1.0 | -1.0 | 0.0127 | 0.1319 | 0.0087 | 0.0284 | 0.0 | 0.0 | 0.0 | 0.0165 |
237
+ | 1.7095 | 99.4048 | 8350 | 3.0436 | 0.0056 | 0.0198 | 0.0011 | 0.0056 | -1.0 | -1.0 | 0.0028 | 0.011 | 0.0449 | 0.0449 | -1.0 | -1.0 | 0.0149 | 0.1389 | 0.0073 | 0.0256 | 0.0 | 0.0 | 0.0 | 0.0153 |
238
+ | 3.8167 | 100.0 | 8400 | 3.0498 | 0.0049 | 0.0179 | 0.0008 | 0.0049 | -1.0 | -1.0 | 0.0028 | 0.0114 | 0.0438 | 0.0438 | -1.0 | -1.0 | 0.0129 | 0.1301 | 0.0067 | 0.0279 | 0.0 | 0.0 | 0.0 | 0.0171 |
239
+ | 3.4136 | 100.5952 | 8450 | 3.0501 | 0.0048 | 0.017 | 0.001 | 0.0048 | -1.0 | -1.0 | 0.0015 | 0.0103 | 0.0429 | 0.0429 | -1.0 | -1.0 | 0.0128 | 0.1287 | 0.0065 | 0.0265 | 0.0 | 0.0 | 0.0 | 0.0165 |
240
+ | 2.8302 | 101.1905 | 8500 | 3.0754 | 0.0052 | 0.019 | 0.0005 | 0.0052 | -1.0 | -1.0 | 0.0016 | 0.0104 | 0.0417 | 0.0417 | -1.0 | -1.0 | 0.0126 | 0.1213 | 0.0081 | 0.0242 | 0.0 | 0.0 | 0.0001 | 0.0212 |
241
+ | 3.1284 | 101.7857 | 8550 | 3.0672 | 0.0051 | 0.0191 | 0.0006 | 0.0051 | -1.0 | -1.0 | 0.0019 | 0.0101 | 0.0417 | 0.0417 | -1.0 | -1.0 | 0.0119 | 0.1199 | 0.0082 | 0.0247 | 0.0 | 0.0 | 0.0 | 0.0224 |
242
+ | 2.2794 | 102.3810 | 8600 | 3.0259 | 0.0052 | 0.018 | 0.0009 | 0.0052 | -1.0 | -1.0 | 0.0015 | 0.0102 | 0.0439 | 0.0439 | -1.0 | -1.0 | 0.0131 | 0.1301 | 0.0078 | 0.026 | 0.0 | 0.0 | 0.0 | 0.0194 |
243
+ | 2.5676 | 102.9762 | 8650 | 3.0616 | 0.0049 | 0.0172 | 0.0009 | 0.0049 | -1.0 | -1.0 | 0.0014 | 0.011 | 0.0419 | 0.0419 | -1.0 | -1.0 | 0.0118 | 0.1227 | 0.0079 | 0.0256 | 0.0 | 0.0 | 0.0 | 0.0194 |
244
+ | 1.8186 | 103.5714 | 8700 | 3.0570 | 0.0046 | 0.017 | 0.0009 | 0.0046 | -1.0 | -1.0 | 0.0016 | 0.0107 | 0.0401 | 0.0401 | -1.0 | -1.0 | 0.0108 | 0.1199 | 0.0075 | 0.0219 | 0.0 | 0.0 | 0.0 | 0.0188 |
245
+ | 4.6028 | 104.1667 | 8750 | 3.0423 | 0.0048 | 0.0163 | 0.0008 | 0.0048 | -1.0 | -1.0 | 0.0016 | 0.0108 | 0.0419 | 0.0419 | -1.0 | -1.0 | 0.0111 | 0.125 | 0.0081 | 0.026 | 0.0 | 0.0 | 0.0 | 0.0165 |
246
+ | 2.3711 | 104.7619 | 8800 | 3.0418 | 0.0047 | 0.017 | 0.0008 | 0.0047 | -1.0 | -1.0 | 0.0017 | 0.0114 | 0.0416 | 0.0416 | -1.0 | -1.0 | 0.0111 | 0.1218 | 0.0078 | 0.027 | 0.0 | 0.0 | 0.0 | 0.0176 |
247
+ | 3.3833 | 105.3571 | 8850 | 3.0609 | 0.0047 | 0.0152 | 0.0007 | 0.0047 | -1.0 | -1.0 | 0.0019 | 0.0108 | 0.0398 | 0.0398 | -1.0 | -1.0 | 0.0102 | 0.1157 | 0.0085 | 0.0251 | 0.0 | 0.0 | 0.0 | 0.0182 |
248
+ | 4.1088 | 105.9524 | 8900 | 3.0393 | 0.005 | 0.017 | 0.0009 | 0.005 | -1.0 | -1.0 | 0.0017 | 0.0117 | 0.0419 | 0.0419 | -1.0 | -1.0 | 0.0113 | 0.1213 | 0.0088 | 0.027 | 0.0 | 0.0 | 0.0 | 0.0194 |
249
+ | 3.0827 | 106.5476 | 8950 | 3.0428 | 0.0043 | 0.0172 | 0.0006 | 0.0043 | -1.0 | -1.0 | 0.0014 | 0.0099 | 0.0401 | 0.0401 | -1.0 | -1.0 | 0.0108 | 0.1185 | 0.0063 | 0.026 | 0.0 | 0.0 | 0.0 | 0.0159 |
250
+ | 4.1679 | 107.1429 | 9000 | 3.0473 | 0.0045 | 0.0176 | 0.0009 | 0.0045 | -1.0 | -1.0 | 0.0024 | 0.0117 | 0.0425 | 0.0425 | -1.0 | -1.0 | 0.0111 | 0.1222 | 0.0069 | 0.0284 | 0.0 | 0.0 | 0.0 | 0.0194 |
251
+ | 3.6622 | 107.7381 | 9050 | 3.0389 | 0.0046 | 0.0175 | 0.0008 | 0.0046 | -1.0 | -1.0 | 0.0022 | 0.0122 | 0.0433 | 0.0433 | -1.0 | -1.0 | 0.0113 | 0.1255 | 0.007 | 0.0288 | 0.0 | 0.0 | 0.0 | 0.0188 |
252
+ | 1.6864 | 108.3333 | 9100 | 3.0567 | 0.0045 | 0.0161 | 0.0009 | 0.0045 | -1.0 | -1.0 | 0.0017 | 0.0109 | 0.0417 | 0.0417 | -1.0 | -1.0 | 0.0103 | 0.1185 | 0.0075 | 0.0288 | 0.0 | 0.0 | 0.0001 | 0.0194 |
253
+ | 2.7387 | 108.9286 | 9150 | 3.0351 | 0.0048 | 0.0159 | 0.0009 | 0.0048 | -1.0 | -1.0 | 0.0021 | 0.0107 | 0.0414 | 0.0414 | -1.0 | -1.0 | 0.0105 | 0.1185 | 0.0084 | 0.0307 | 0.0 | 0.0 | 0.0 | 0.0165 |
254
+ | 2.5301 | 109.5238 | 9200 | 3.0230 | 0.0046 | 0.0179 | 0.001 | 0.0046 | -1.0 | -1.0 | 0.0022 | 0.0109 | 0.0428 | 0.0428 | -1.0 | -1.0 | 0.0108 | 0.1241 | 0.0077 | 0.0312 | 0.0 | 0.0 | 0.0 | 0.0159 |
255
+ | 3.3649 | 110.1190 | 9250 | 3.0249 | 0.0046 | 0.0156 | 0.0006 | 0.0046 | -1.0 | -1.0 | 0.002 | 0.0113 | 0.0404 | 0.0404 | -1.0 | -1.0 | 0.0105 | 0.1181 | 0.0077 | 0.0288 | 0.0 | 0.0 | 0.0 | 0.0147 |
256
+ | 3.6737 | 110.7143 | 9300 | 3.0224 | 0.0048 | 0.0162 | 0.0008 | 0.0048 | -1.0 | -1.0 | 0.0022 | 0.0123 | 0.0418 | 0.0418 | -1.0 | -1.0 | 0.0117 | 0.1245 | 0.0076 | 0.0279 | 0.0 | 0.0 | 0.0 | 0.0147 |
257
+ | 3.7058 | 111.3095 | 9350 | 3.0062 | 0.0047 | 0.0155 | 0.0009 | 0.0047 | -1.0 | -1.0 | 0.0022 | 0.0124 | 0.0419 | 0.0419 | -1.0 | -1.0 | 0.0113 | 0.1222 | 0.0073 | 0.0288 | 0.0 | 0.0 | 0.0 | 0.0165 |
258
+ | 4.4911 | 111.9048 | 9400 | 3.0124 | 0.0047 | 0.0149 | 0.0006 | 0.0047 | -1.0 | -1.0 | 0.0015 | 0.0113 | 0.0411 | 0.0411 | -1.0 | -1.0 | 0.011 | 0.1194 | 0.0078 | 0.0284 | 0.0 | 0.0 | 0.0 | 0.0165 |
259
+ | 3.5137 | 112.5 | 9450 | 3.0127 | 0.0047 | 0.0153 | 0.0008 | 0.0047 | -1.0 | -1.0 | 0.0019 | 0.0121 | 0.0422 | 0.0422 | -1.0 | -1.0 | 0.0117 | 0.1245 | 0.0071 | 0.0279 | 0.0 | 0.0 | 0.0 | 0.0165 |
260
+ | 3.6468 | 113.0952 | 9500 | 3.0071 | 0.0047 | 0.015 | 0.0006 | 0.0047 | -1.0 | -1.0 | 0.0015 | 0.0116 | 0.0416 | 0.0416 | -1.0 | -1.0 | 0.0115 | 0.1227 | 0.0073 | 0.0274 | 0.0 | 0.0 | 0.0 | 0.0165 |
261
+ | 2.9878 | 113.6905 | 9550 | 3.0092 | 0.0045 | 0.0158 | 0.0006 | 0.0045 | -1.0 | -1.0 | 0.0019 | 0.0118 | 0.0412 | 0.0412 | -1.0 | -1.0 | 0.0113 | 0.1199 | 0.0069 | 0.0279 | 0.0 | 0.0 | 0.0 | 0.0171 |
262
+ | 4.1334 | 114.2857 | 9600 | 3.0088 | 0.0047 | 0.0169 | 0.001 | 0.0047 | -1.0 | -1.0 | 0.0019 | 0.0121 | 0.0424 | 0.0424 | -1.0 | -1.0 | 0.0116 | 0.1236 | 0.0071 | 0.0284 | 0.0 | 0.0 | 0.0 | 0.0176 |
263
+ | 3.0444 | 114.8810 | 9650 | 3.0066 | 0.0048 | 0.0178 | 0.0009 | 0.0048 | -1.0 | -1.0 | 0.0019 | 0.0118 | 0.0433 | 0.0433 | -1.0 | -1.0 | 0.0116 | 0.1231 | 0.0078 | 0.0288 | 0.0 | 0.0 | 0.0001 | 0.0212 |
264
+ | 1.6588 | 115.4762 | 9700 | 3.0116 | 0.0046 | 0.0154 | 0.0009 | 0.0046 | -1.0 | -1.0 | 0.002 | 0.0118 | 0.0418 | 0.0418 | -1.0 | -1.0 | 0.0109 | 0.1199 | 0.0075 | 0.0284 | 0.0 | 0.0 | 0.0001 | 0.0188 |
265
+ | 3.1918 | 116.0714 | 9750 | 3.0103 | 0.0048 | 0.0171 | 0.0009 | 0.0048 | -1.0 | -1.0 | 0.0019 | 0.0119 | 0.0429 | 0.0429 | -1.0 | -1.0 | 0.0117 | 0.1227 | 0.0077 | 0.0288 | 0.0 | 0.0 | 0.0001 | 0.02 |
266
+ | 1.7329 | 116.6667 | 9800 | 3.0005 | 0.0047 | 0.0164 | 0.0009 | 0.0047 | -1.0 | -1.0 | 0.002 | 0.0121 | 0.0416 | 0.0416 | -1.0 | -1.0 | 0.011 | 0.1199 | 0.0076 | 0.0288 | 0.0 | 0.0 | 0.0 | 0.0176 |
267
+ | 3.5186 | 117.2619 | 9850 | 2.9999 | 0.0049 | 0.0168 | 0.0012 | 0.0049 | -1.0 | -1.0 | 0.002 | 0.0122 | 0.0427 | 0.0427 | -1.0 | -1.0 | 0.0112 | 0.1218 | 0.0082 | 0.0321 | 0.0 | 0.0 | 0.0 | 0.0171 |
268
+ | 1.7971 | 117.8571 | 9900 | 3.0009 | 0.0048 | 0.0172 | 0.001 | 0.0048 | -1.0 | -1.0 | 0.0017 | 0.0121 | 0.0437 | 0.0437 | -1.0 | -1.0 | 0.0116 | 0.1259 | 0.0077 | 0.0316 | 0.0 | 0.0 | 0.0 | 0.0171 |
269
+ | 3.9121 | 118.4524 | 9950 | 3.0010 | 0.0048 | 0.0164 | 0.001 | 0.0048 | -1.0 | -1.0 | 0.0019 | 0.0117 | 0.0436 | 0.0436 | -1.0 | -1.0 | 0.0117 | 0.1264 | 0.0076 | 0.0302 | 0.0 | 0.0 | 0.0 | 0.0176 |
270
+ | 2.9464 | 119.0476 | 10000 | 3.0007 | 0.0047 | 0.0173 | 0.0009 | 0.0047 | -1.0 | -1.0 | 0.0017 | 0.0117 | 0.0426 | 0.0426 | -1.0 | -1.0 | 0.0113 | 0.1227 | 0.0075 | 0.0307 | 0.0 | 0.0 | 0.0 | 0.0171 |
271
+
272
+
273
+ ### Framework versions
274
+
275
+ - Transformers 4.48.0
276
+ - Pytorch 2.5.1+cu124
277
+ - Datasets 3.2.0
278
+ - Tokenizers 0.21.0