diff --git "a/README.md" "b/README.md" --- "a/README.md" +++ "b/README.md" @@ -1,201 +1,815 @@ --- -library_name: transformers -tags: [] +license: other +base_model: nvidia/segformer-b3-finetuned-cityscapes-1024-1024 +tags: +- vision +- image-segmentation +- generated_from_trainer +model-index: +- name: segformer-b3-cityscapes-512-512-finetuned-coastTrain_50epochs + results: [] --- -# Model Card for Model ID - - - - - -## Model Details - -### Model Description - - - -This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated. - -- **Developed by:** [More Information Needed] -- **Funded by [optional]:** [More Information Needed] -- **Shared by [optional]:** [More Information Needed] -- **Model type:** [More Information Needed] -- **Language(s) (NLP):** [More Information Needed] -- **License:** [More Information Needed] -- **Finetuned from model [optional]:** [More Information Needed] - -### Model Sources [optional] - - - -- **Repository:** [More Information Needed] -- **Paper [optional]:** [More Information Needed] -- **Demo [optional]:** [More Information Needed] - -## Uses - - - -### Direct Use - - - -[More Information Needed] - -### Downstream Use [optional] - - - -[More Information Needed] - -### Out-of-Scope Use - - - -[More Information Needed] - -## Bias, Risks, and Limitations - - - -[More Information Needed] - -### Recommendations - - - -Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations. - -## How to Get Started with the Model - -Use the code below to get started with the model. - -[More Information Needed] - -## Training Details - -### Training Data - - - -[More Information Needed] - -### Training Procedure - - - -#### Preprocessing [optional] - -[More Information Needed] - - -#### Training Hyperparameters - -- **Training regime:** [More Information Needed] - -#### Speeds, Sizes, Times [optional] - - - -[More Information Needed] - -## Evaluation - - - -### Testing Data, Factors & Metrics - -#### Testing Data - - - -[More Information Needed] - -#### Factors - - - -[More Information Needed] - -#### Metrics - - - -[More Information Needed] - -### Results - -[More Information Needed] - -#### Summary - - - -## Model Examination [optional] - - - -[More Information Needed] - -## Environmental Impact - - - -Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700). - -- **Hardware Type:** [More Information Needed] -- **Hours used:** [More Information Needed] -- **Cloud Provider:** [More Information Needed] -- **Compute Region:** [More Information Needed] -- **Carbon Emitted:** [More Information Needed] - -## Technical Specifications [optional] - -### Model Architecture and Objective - -[More Information Needed] - -### Compute Infrastructure - -[More Information Needed] - -#### Hardware - -[More Information Needed] - -#### Software - -[More Information Needed] - -## Citation [optional] - - - -**BibTeX:** - -[More Information Needed] - -**APA:** - -[More Information Needed] - -## Glossary [optional] - - - -[More Information Needed] - -## More Information [optional] - -[More Information Needed] - -## Model Card Authors [optional] - -[More Information Needed] - -## Model Card Contact - -[More Information Needed] - - + + +# segformer-b3-cityscapes-512-512-finetuned-coastTrain_50epochs + +This model is a fine-tuned version of [nvidia/segformer-b3-finetuned-cityscapes-1024-1024](https://huggingface.co/nvidia/segformer-b3-finetuned-cityscapes-1024-1024) on the peldrak/coastTrain_512-512 dataset. +It achieves the following results on the evaluation set: +- Loss: 0.5328 +- Mean Iou: 0.7402 +- Mean Accuracy: 0.8345 +- Overall Accuracy: 0.8995 +- Accuracy Water: 0.9472 +- Accuracy Whitewater: 0.8139 +- Accuracy Sediment: 0.8796 +- Accuracy Other Natural Terrain: 0.5587 +- Accuracy Vegetation: 0.9175 +- Accuracy Development: 0.8744 +- Accuracy Unknown: 0.8503 +- Iou Water: 0.8830 +- Iou Whitewater: 0.6854 +- Iou Sediment: 0.7777 +- Iou Other Natural Terrain: 0.4534 +- Iou Vegetation: 0.8340 +- Iou Development: 0.7384 +- Iou Unknown: 0.8091 + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 6e-05 +- train_batch_size: 4 +- eval_batch_size: 4 +- seed: 42 +- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 +- lr_scheduler_type: linear +- num_epochs: 40 + +### Training results + +| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Water | Accuracy Whitewater | Accuracy Sediment | Accuracy Other Natural Terrain | Accuracy Vegetation | Accuracy Development | Accuracy Unknown | Iou Water | Iou Whitewater | Iou Sediment | Iou Other Natural Terrain | Iou Vegetation | Iou Development | Iou Unknown | +|:-------------:|:-----:|:-----:|:---------------:|:--------:|:-------------:|:----------------:|:--------------:|:-------------------:|:-----------------:|:------------------------------:|:-------------------:|:--------------------:|:----------------:|:---------:|:--------------:|:------------:|:-------------------------:|:--------------:|:---------------:|:-----------:| +| 1.819 | 0.05 | 20 | 1.6652 | 0.1742 | 0.2778 | 0.4848 | 0.5623 | 0.0179 | 0.3709 | 0.0031 | 0.8151 | 0.1633 | 0.0121 | 0.3821 | 0.0134 | 0.2639 | 0.0029 | 0.4354 | 0.1100 | 0.0116 | +| 1.7261 | 0.11 | 40 | 1.3937 | 0.2544 | 0.3553 | 0.6008 | 0.7592 | 0.0293 | 0.1060 | 0.0001 | 0.8580 | 0.4454 | 0.2892 | 0.5488 | 0.0283 | 0.0911 | 0.0001 | 0.4885 | 0.3368 | 0.2871 | +| 1.2623 | 0.16 | 60 | 1.2644 | 0.2652 | 0.3629 | 0.6090 | 0.6938 | 0.0572 | 0.0832 | 0.0000 | 0.9639 | 0.4355 | 0.3063 | 0.5505 | 0.0565 | 0.0759 | 0.0000 | 0.4960 | 0.3729 | 0.3048 | +| 1.0987 | 0.22 | 80 | 1.1180 | 0.2889 | 0.3841 | 0.6546 | 0.7972 | 0.0001 | 0.0538 | 0.0 | 0.9640 | 0.4985 | 0.3754 | 0.6099 | 0.0001 | 0.0520 | 0.0 | 0.5473 | 0.4394 | 0.3734 | +| 1.1484 | 0.27 | 100 | 1.0266 | 0.3212 | 0.4211 | 0.6828 | 0.8465 | 0.0015 | 0.1904 | 0.0 | 0.9195 | 0.5661 | 0.4237 | 0.6575 | 0.0015 | 0.1690 | 0.0 | 0.5755 | 0.4459 | 0.3990 | +| 0.8779 | 0.32 | 120 | 0.9490 | 0.3473 | 0.4439 | 0.7077 | 0.8838 | 0.0 | 0.3156 | 0.0 | 0.9316 | 0.5962 | 0.3798 | 0.6657 | 0.0 | 0.2738 | 0.0 | 0.6232 | 0.4931 | 0.3751 | +| 1.103 | 0.38 | 140 | 0.8613 | 0.3941 | 0.5050 | 0.7409 | 0.8917 | 0.0 | 0.5959 | 0.0 | 0.8945 | 0.7355 | 0.4175 | 0.7125 | 0.0 | 0.4510 | 0.0 | 0.6530 | 0.5313 | 0.4111 | +| 1.4642 | 0.43 | 160 | 0.8631 | 0.3867 | 0.5084 | 0.7286 | 0.8705 | 0.0007 | 0.5328 | 0.0 | 0.8461 | 0.8428 | 0.4660 | 0.6951 | 0.0007 | 0.4323 | 0.0 | 0.6318 | 0.5188 | 0.4284 | +| 1.058 | 0.49 | 180 | 0.8220 | 0.4019 | 0.5133 | 0.7434 | 0.8719 | 0.0000 | 0.5454 | 0.0 | 0.8929 | 0.7774 | 0.5052 | 0.7278 | 0.0000 | 0.4200 | 0.0 | 0.6344 | 0.5595 | 0.4717 | +| 1.0423 | 0.54 | 200 | 0.8452 | 0.3867 | 0.5301 | 0.7195 | 0.8196 | 0.0104 | 0.6703 | 0.0 | 0.7908 | 0.8796 | 0.5399 | 0.7352 | 0.0104 | 0.4538 | 0.0 | 0.6000 | 0.4181 | 0.4894 | +| 0.8507 | 0.59 | 220 | 0.7354 | 0.4301 | 0.5454 | 0.7661 | 0.9063 | 0.0308 | 0.7024 | 0.0 | 0.8734 | 0.8135 | 0.4916 | 0.7511 | 0.0307 | 0.5356 | 0.0 | 0.6695 | 0.5479 | 0.4758 | +| 1.304 | 0.65 | 240 | 0.7374 | 0.4177 | 0.5408 | 0.7606 | 0.8990 | 0.0030 | 0.8217 | 0.0 | 0.8734 | 0.7723 | 0.4161 | 0.7410 | 0.0030 | 0.4974 | 0.0 | 0.6902 | 0.5776 | 0.4146 | +| 0.7238 | 0.7 | 260 | 0.7586 | 0.4108 | 0.5126 | 0.7530 | 0.9048 | 0.0271 | 0.5367 | 0.0 | 0.9085 | 0.7206 | 0.4905 | 0.7142 | 0.0270 | 0.3574 | 0.0 | 0.6964 | 0.5990 | 0.4819 | +| 0.9137 | 0.76 | 280 | 0.6967 | 0.4678 | 0.5741 | 0.7804 | 0.8805 | 0.2221 | 0.8397 | 0.0 | 0.9340 | 0.6376 | 0.5046 | 0.7705 | 0.2139 | 0.5748 | 0.0 | 0.6791 | 0.5415 | 0.4949 | +| 0.5555 | 0.81 | 300 | 0.6864 | 0.4752 | 0.5933 | 0.7788 | 0.9220 | 0.2630 | 0.8194 | 0.0 | 0.8287 | 0.8053 | 0.5147 | 0.7723 | 0.2512 | 0.6276 | 0.0 | 0.6633 | 0.5219 | 0.4899 | +| 1.7594 | 0.86 | 320 | 0.6829 | 0.5031 | 0.6023 | 0.7944 | 0.8926 | 0.3306 | 0.7444 | 0.0 | 0.9259 | 0.7647 | 0.5581 | 0.7768 | 0.3155 | 0.5980 | 0.0 | 0.6855 | 0.6226 | 0.5237 | +| 0.7284 | 0.92 | 340 | 0.6587 | 0.5048 | 0.6187 | 0.8047 | 0.9176 | 0.3054 | 0.8405 | 0.0 | 0.8949 | 0.8480 | 0.5245 | 0.8080 | 0.2814 | 0.6013 | 0.0 | 0.7106 | 0.6180 | 0.5140 | +| 0.5838 | 0.97 | 360 | 0.6600 | 0.5134 | 0.6207 | 0.7979 | 0.8778 | 0.3782 | 0.8248 | 0.0 | 0.9162 | 0.7745 | 0.5737 | 0.7797 | 0.3487 | 0.6325 | 0.0 | 0.6911 | 0.6161 | 0.5257 | +| 0.9766 | 1.03 | 380 | 0.6475 | 0.5219 | 0.6364 | 0.8039 | 0.8934 | 0.4583 | 0.8557 | 0.0 | 0.9113 | 0.8205 | 0.5153 | 0.7982 | 0.3948 | 0.6072 | 0.0 | 0.7020 | 0.6485 | 0.5029 | +| 0.8671 | 1.08 | 400 | 0.6275 | 0.5254 | 0.6242 | 0.8089 | 0.9260 | 0.4626 | 0.7961 | 0.0 | 0.9307 | 0.7423 | 0.5118 | 0.8011 | 0.4163 | 0.6109 | 0.0 | 0.7127 | 0.6299 | 0.5066 | +| 0.7227 | 1.14 | 420 | 0.6668 | 0.4999 | 0.6444 | 0.7820 | 0.9362 | 0.4977 | 0.8845 | 0.0 | 0.7314 | 0.9097 | 0.5511 | 0.7992 | 0.4354 | 0.5505 | 0.0 | 0.6543 | 0.5328 | 0.5270 | +| 0.4667 | 1.19 | 440 | 0.6013 | 0.5509 | 0.6651 | 0.8174 | 0.9204 | 0.6158 | 0.8319 | 0.0 | 0.8903 | 0.8318 | 0.5657 | 0.8193 | 0.5118 | 0.6563 | 0.0 | 0.7104 | 0.6220 | 0.5369 | +| 0.3519 | 1.24 | 460 | 0.6313 | 0.5253 | 0.6338 | 0.8098 | 0.9256 | 0.4552 | 0.8406 | 0.0 | 0.9058 | 0.7953 | 0.5140 | 0.8129 | 0.4100 | 0.6318 | 0.0 | 0.7163 | 0.6222 | 0.4837 | +| 0.4907 | 1.3 | 480 | 0.6214 | 0.5544 | 0.6702 | 0.8179 | 0.9216 | 0.6888 | 0.8569 | 0.0 | 0.9036 | 0.8041 | 0.5162 | 0.8214 | 0.5469 | 0.6614 | 0.0 | 0.7144 | 0.6474 | 0.4895 | +| 0.8349 | 1.35 | 500 | 0.5884 | 0.5525 | 0.6684 | 0.8200 | 0.9304 | 0.6519 | 0.7855 | 0.0 | 0.8966 | 0.8772 | 0.5371 | 0.8157 | 0.5241 | 0.6454 | 0.0 | 0.7289 | 0.6336 | 0.5200 | +| 0.466 | 1.41 | 520 | 0.5810 | 0.5584 | 0.6869 | 0.8223 | 0.9170 | 0.7382 | 0.8488 | 0.0 | 0.8946 | 0.8842 | 0.5251 | 0.8226 | 0.5444 | 0.6739 | 0.0 | 0.7328 | 0.6228 | 0.5122 | +| 0.3783 | 1.46 | 540 | 0.5925 | 0.5628 | 0.6718 | 0.8224 | 0.9208 | 0.7262 | 0.8069 | 0.0 | 0.9286 | 0.7863 | 0.5338 | 0.8273 | 0.5618 | 0.6620 | 0.0 | 0.7098 | 0.6503 | 0.5284 | +| 0.3865 | 1.51 | 560 | 0.5658 | 0.5667 | 0.6738 | 0.8245 | 0.9307 | 0.6871 | 0.8258 | 0.0 | 0.9056 | 0.8081 | 0.5596 | 0.8241 | 0.5652 | 0.6655 | 0.0 | 0.7164 | 0.6599 | 0.5357 | +| 0.4578 | 1.57 | 580 | 0.6584 | 0.5512 | 0.6699 | 0.8128 | 0.8999 | 0.6886 | 0.8235 | 0.0 | 0.9096 | 0.8558 | 0.5117 | 0.8117 | 0.5384 | 0.6498 | 0.0 | 0.6981 | 0.6603 | 0.5003 | +| 0.6526 | 1.62 | 600 | 0.5924 | 0.5548 | 0.6852 | 0.8195 | 0.9181 | 0.8340 | 0.8738 | 0.0 | 0.9148 | 0.7688 | 0.4867 | 0.8145 | 0.5239 | 0.6711 | 0.0 | 0.7293 | 0.6684 | 0.4765 | +| 0.3538 | 1.68 | 620 | 0.5656 | 0.5771 | 0.7144 | 0.8238 | 0.9087 | 0.7954 | 0.8683 | 0.0 | 0.8171 | 0.9212 | 0.6899 | 0.8350 | 0.6169 | 0.6723 | 0.0 | 0.6950 | 0.5883 | 0.6322 | +| 0.4446 | 1.73 | 640 | 0.5482 | 0.5792 | 0.6772 | 0.8344 | 0.9201 | 0.6804 | 0.8613 | 0.0 | 0.9421 | 0.7160 | 0.6204 | 0.8385 | 0.5755 | 0.6636 | 0.0 | 0.7278 | 0.6486 | 0.6006 | +| 1.166 | 1.78 | 660 | 0.5782 | 0.5635 | 0.6885 | 0.8219 | 0.9064 | 0.7127 | 0.8046 | 0.0 | 0.8803 | 0.9036 | 0.6116 | 0.8288 | 0.5596 | 0.6522 | 0.0 | 0.7119 | 0.6053 | 0.5867 | +| 0.884 | 1.84 | 680 | 0.5683 | 0.5736 | 0.6866 | 0.8288 | 0.9399 | 0.7292 | 0.8414 | 0.0 | 0.8930 | 0.8646 | 0.5378 | 0.8202 | 0.5786 | 0.6709 | 0.0 | 0.7343 | 0.6961 | 0.5153 | +| 0.4581 | 1.89 | 700 | 0.5838 | 0.5806 | 0.7038 | 0.8293 | 0.8860 | 0.7218 | 0.8881 | 0.0004 | 0.8881 | 0.8782 | 0.6638 | 0.8220 | 0.5841 | 0.6273 | 0.0004 | 0.7226 | 0.6812 | 0.6264 | +| 0.6757 | 1.95 | 720 | 0.5951 | 0.5691 | 0.6813 | 0.8251 | 0.8657 | 0.6365 | 0.8109 | 0.0003 | 0.9162 | 0.7627 | 0.7766 | 0.7896 | 0.5237 | 0.6350 | 0.0003 | 0.7493 | 0.6716 | 0.6142 | +| 1.8545 | 2.0 | 740 | 0.6812 | 0.5417 | 0.6664 | 0.8110 | 0.9312 | 0.6934 | 0.8289 | 0.0001 | 0.8877 | 0.8927 | 0.4311 | 0.8070 | 0.5438 | 0.6569 | 0.0001 | 0.7201 | 0.6370 | 0.4271 | +| 0.4047 | 2.05 | 760 | 0.6205 | 0.5462 | 0.6655 | 0.8142 | 0.9071 | 0.7238 | 0.8775 | 0.0003 | 0.9271 | 0.7154 | 0.5073 | 0.8065 | 0.5525 | 0.5943 | 0.0003 | 0.7338 | 0.6352 | 0.5008 | +| 0.4515 | 2.11 | 780 | 0.6132 | 0.5336 | 0.6761 | 0.8040 | 0.9321 | 0.8235 | 0.7424 | 0.0024 | 0.8579 | 0.9264 | 0.4481 | 0.8100 | 0.5738 | 0.6352 | 0.0024 | 0.7222 | 0.5543 | 0.4370 | +| 0.5024 | 2.16 | 800 | 0.5489 | 0.5850 | 0.6942 | 0.8366 | 0.9482 | 0.6629 | 0.8108 | 0.0243 | 0.8626 | 0.8734 | 0.6769 | 0.8162 | 0.5509 | 0.6876 | 0.0243 | 0.7615 | 0.6729 | 0.5819 | +| 1.6373 | 2.22 | 820 | 0.5656 | 0.5826 | 0.6976 | 0.8340 | 0.9300 | 0.7296 | 0.8727 | 0.0192 | 0.8916 | 0.8391 | 0.6010 | 0.8099 | 0.5747 | 0.6903 | 0.0192 | 0.7676 | 0.6776 | 0.5386 | +| 0.281 | 2.27 | 840 | 0.5156 | 0.6001 | 0.7189 | 0.8436 | 0.9102 | 0.7545 | 0.8683 | 0.0227 | 0.8791 | 0.8366 | 0.7610 | 0.8331 | 0.5925 | 0.6534 | 0.0226 | 0.7548 | 0.6809 | 0.6633 | +| 0.579 | 2.32 | 860 | 0.5796 | 0.5517 | 0.6869 | 0.8157 | 0.9329 | 0.7382 | 0.8211 | 0.0321 | 0.8545 | 0.9163 | 0.5132 | 0.8326 | 0.5684 | 0.6283 | 0.0319 | 0.7276 | 0.5904 | 0.4827 | +| 0.2339 | 2.38 | 880 | 0.5204 | 0.5813 | 0.7008 | 0.8328 | 0.9224 | 0.8078 | 0.8093 | 0.0844 | 0.9376 | 0.8072 | 0.5366 | 0.8388 | 0.5544 | 0.6906 | 0.0840 | 0.7456 | 0.6362 | 0.5193 | +| 0.7328 | 2.43 | 900 | 0.5233 | 0.6044 | 0.7107 | 0.8414 | 0.9138 | 0.7215 | 0.8202 | 0.0809 | 0.9137 | 0.8555 | 0.6694 | 0.8436 | 0.5932 | 0.6987 | 0.0803 | 0.7384 | 0.6870 | 0.5898 | +| 0.9982 | 2.49 | 920 | 0.5630 | 0.5893 | 0.7151 | 0.8309 | 0.9000 | 0.7179 | 0.8320 | 0.0853 | 0.8590 | 0.8913 | 0.7203 | 0.8372 | 0.5638 | 0.6829 | 0.0850 | 0.7223 | 0.6385 | 0.5955 | +| 0.3926 | 2.54 | 940 | 0.5589 | 0.5858 | 0.6842 | 0.8358 | 0.9225 | 0.6172 | 0.8171 | 0.0327 | 0.9131 | 0.8245 | 0.6622 | 0.8345 | 0.5369 | 0.6959 | 0.0325 | 0.7336 | 0.6944 | 0.5729 | +| 0.5018 | 2.59 | 960 | 0.5172 | 0.6177 | 0.7248 | 0.8581 | 0.9236 | 0.6985 | 0.8513 | 0.0383 | 0.8975 | 0.8602 | 0.8042 | 0.8494 | 0.5810 | 0.6725 | 0.0380 | 0.7836 | 0.7077 | 0.6915 | +| 0.2735 | 2.65 | 980 | 0.5515 | 0.5864 | 0.6963 | 0.8387 | 0.9344 | 0.7383 | 0.8665 | 0.0379 | 0.9330 | 0.8329 | 0.5309 | 0.8461 | 0.5993 | 0.7137 | 0.0375 | 0.7541 | 0.6296 | 0.5248 | +| 0.3839 | 2.7 | 1000 | 0.5652 | 0.5803 | 0.7092 | 0.8326 | 0.9161 | 0.7864 | 0.8964 | 0.0354 | 0.8980 | 0.8822 | 0.5497 | 0.8380 | 0.6092 | 0.6727 | 0.0352 | 0.7549 | 0.6311 | 0.5212 | +| 0.3531 | 2.76 | 1020 | 0.5669 | 0.5816 | 0.6981 | 0.8334 | 0.9352 | 0.7396 | 0.8690 | 0.0381 | 0.8979 | 0.8546 | 0.5521 | 0.8383 | 0.6134 | 0.6611 | 0.0379 | 0.7476 | 0.6373 | 0.5354 | +| 0.2312 | 2.81 | 1040 | 0.5318 | 0.6043 | 0.7191 | 0.8460 | 0.9259 | 0.7778 | 0.8476 | 0.0471 | 0.9046 | 0.8812 | 0.6496 | 0.8397 | 0.5853 | 0.6739 | 0.0466 | 0.7573 | 0.7163 | 0.6112 | +| 0.5955 | 2.86 | 1060 | 0.5730 | 0.5972 | 0.7101 | 0.8395 | 0.9149 | 0.8154 | 0.8389 | 0.0332 | 0.9251 | 0.8266 | 0.6164 | 0.8400 | 0.6176 | 0.6864 | 0.0330 | 0.7414 | 0.6908 | 0.5712 | +| 0.4457 | 2.92 | 1080 | 0.4992 | 0.6089 | 0.7267 | 0.8455 | 0.9262 | 0.8220 | 0.8642 | 0.0595 | 0.8999 | 0.8946 | 0.6206 | 0.8421 | 0.6105 | 0.6996 | 0.0571 | 0.7504 | 0.7132 | 0.5892 | +| 0.2825 | 2.97 | 1100 | 0.5145 | 0.6007 | 0.7105 | 0.8398 | 0.9360 | 0.7366 | 0.8729 | 0.0694 | 0.8921 | 0.8717 | 0.5949 | 0.8487 | 0.6017 | 0.7048 | 0.0661 | 0.7303 | 0.6948 | 0.5583 | +| 0.3274 | 3.03 | 1120 | 0.5493 | 0.6054 | 0.7231 | 0.8404 | 0.9359 | 0.7684 | 0.8952 | 0.1101 | 0.8797 | 0.8864 | 0.5857 | 0.8487 | 0.6156 | 0.6978 | 0.1036 | 0.7379 | 0.6797 | 0.5544 | +| 0.8034 | 3.08 | 1140 | 0.5433 | 0.6114 | 0.7238 | 0.8446 | 0.9268 | 0.7549 | 0.8444 | 0.0928 | 0.8886 | 0.8996 | 0.6598 | 0.8461 | 0.6118 | 0.7035 | 0.0899 | 0.7415 | 0.6758 | 0.6111 | +| 0.5863 | 3.14 | 1160 | 0.5395 | 0.6096 | 0.7286 | 0.8430 | 0.9193 | 0.8539 | 0.8307 | 0.0950 | 0.9129 | 0.8827 | 0.6058 | 0.8445 | 0.6220 | 0.7115 | 0.0936 | 0.7445 | 0.6776 | 0.5734 | +| 0.2249 | 3.19 | 1180 | 0.5066 | 0.6122 | 0.7183 | 0.8485 | 0.9421 | 0.7691 | 0.8629 | 0.0716 | 0.9124 | 0.8727 | 0.5972 | 0.8503 | 0.6324 | 0.7082 | 0.0700 | 0.7552 | 0.6834 | 0.5855 | +| 0.2115 | 3.24 | 1200 | 0.5109 | 0.6203 | 0.7304 | 0.8464 | 0.9371 | 0.8116 | 0.8596 | 0.1329 | 0.9039 | 0.8805 | 0.5874 | 0.8511 | 0.6471 | 0.7280 | 0.1271 | 0.7420 | 0.6726 | 0.5740 | +| 0.3939 | 3.3 | 1220 | 0.5001 | 0.6297 | 0.7418 | 0.8542 | 0.9117 | 0.7707 | 0.8710 | 0.1207 | 0.8892 | 0.8420 | 0.7873 | 0.8468 | 0.6324 | 0.7056 | 0.1168 | 0.7677 | 0.6723 | 0.6662 | +| 0.3146 | 3.35 | 1240 | 0.4795 | 0.6310 | 0.7451 | 0.8530 | 0.9185 | 0.8271 | 0.8393 | 0.1369 | 0.8968 | 0.8735 | 0.7238 | 0.8391 | 0.6344 | 0.7031 | 0.1302 | 0.7666 | 0.6911 | 0.6527 | +| 1.0368 | 3.41 | 1260 | 0.4918 | 0.6261 | 0.7292 | 0.8565 | 0.9118 | 0.6879 | 0.8536 | 0.1286 | 0.9225 | 0.8397 | 0.7607 | 0.8381 | 0.5896 | 0.6575 | 0.1200 | 0.7852 | 0.6613 | 0.7312 | +| 0.5795 | 3.46 | 1280 | 0.6112 | 0.6323 | 0.7602 | 0.8406 | 0.8351 | 0.7382 | 0.9195 | 0.2488 | 0.8829 | 0.8442 | 0.8526 | 0.7706 | 0.6128 | 0.6311 | 0.2293 | 0.7889 | 0.6936 | 0.6997 | +| 0.3686 | 3.51 | 1300 | 0.4967 | 0.6613 | 0.7782 | 0.8612 | 0.8786 | 0.8180 | 0.8636 | 0.2660 | 0.9012 | 0.8664 | 0.8536 | 0.8298 | 0.6318 | 0.7420 | 0.2460 | 0.7798 | 0.6828 | 0.7166 | +| 0.2349 | 3.57 | 1320 | 0.4953 | 0.6342 | 0.7357 | 0.8544 | 0.9391 | 0.7633 | 0.8615 | 0.1727 | 0.9151 | 0.8668 | 0.6312 | 0.8478 | 0.6300 | 0.7239 | 0.1561 | 0.7633 | 0.7080 | 0.6104 | +| 0.4217 | 3.62 | 1340 | 0.4766 | 0.6516 | 0.7475 | 0.8632 | 0.9384 | 0.7338 | 0.8651 | 0.2318 | 0.9191 | 0.8396 | 0.7048 | 0.8575 | 0.6185 | 0.7234 | 0.2089 | 0.7709 | 0.7040 | 0.6780 | +| 0.2898 | 3.68 | 1360 | 0.4637 | 0.6722 | 0.7814 | 0.8661 | 0.9278 | 0.8127 | 0.8470 | 0.3403 | 0.8946 | 0.9104 | 0.7372 | 0.8580 | 0.6420 | 0.7329 | 0.3011 | 0.7670 | 0.6921 | 0.7123 | +| 0.5545 | 3.73 | 1380 | 0.4646 | 0.6755 | 0.7825 | 0.8681 | 0.9449 | 0.8086 | 0.8611 | 0.3592 | 0.8876 | 0.9017 | 0.7146 | 0.8599 | 0.6513 | 0.7467 | 0.3089 | 0.7765 | 0.7021 | 0.6829 | +| 0.31 | 3.78 | 1400 | 0.4794 | 0.6748 | 0.7882 | 0.8650 | 0.9185 | 0.7609 | 0.8412 | 0.4449 | 0.8881 | 0.8753 | 0.7886 | 0.8540 | 0.6263 | 0.7287 | 0.3347 | 0.7736 | 0.7031 | 0.7030 | +| 0.2665 | 3.84 | 1420 | 0.5223 | 0.6480 | 0.7634 | 0.8498 | 0.9196 | 0.7413 | 0.8567 | 0.3999 | 0.8926 | 0.8812 | 0.6523 | 0.8493 | 0.6271 | 0.7190 | 0.3217 | 0.7562 | 0.6703 | 0.5921 | +| 0.5818 | 3.89 | 1440 | 0.5043 | 0.6629 | 0.7642 | 0.8661 | 0.9377 | 0.8163 | 0.8686 | 0.2610 | 0.9064 | 0.8081 | 0.7512 | 0.8516 | 0.6515 | 0.7271 | 0.2454 | 0.7841 | 0.6935 | 0.6869 | +| 1.2037 | 3.95 | 1460 | 0.5396 | 0.6400 | 0.7395 | 0.8563 | 0.9248 | 0.6675 | 0.8409 | 0.2370 | 0.9066 | 0.8677 | 0.7322 | 0.8536 | 0.5725 | 0.7438 | 0.2230 | 0.7626 | 0.6881 | 0.6363 | +| 0.317 | 4.0 | 1480 | 0.5300 | 0.6343 | 0.7373 | 0.8508 | 0.9009 | 0.6888 | 0.8873 | 0.2465 | 0.9246 | 0.7886 | 0.7244 | 0.8342 | 0.5893 | 0.7064 | 0.2198 | 0.7699 | 0.6932 | 0.6275 | +| 0.2423 | 4.05 | 1500 | 0.4636 | 0.6769 | 0.7843 | 0.8695 | 0.9377 | 0.8186 | 0.8722 | 0.3433 | 0.8857 | 0.8647 | 0.7680 | 0.8525 | 0.6555 | 0.7449 | 0.2920 | 0.7846 | 0.6902 | 0.7185 | +| 0.2467 | 4.11 | 1520 | 0.5415 | 0.6571 | 0.7648 | 0.8559 | 0.9488 | 0.7661 | 0.8346 | 0.4329 | 0.9052 | 0.8605 | 0.6053 | 0.8432 | 0.6481 | 0.7337 | 0.3121 | 0.7753 | 0.6935 | 0.5938 | +| 0.4379 | 4.16 | 1540 | 0.4933 | 0.6634 | 0.7775 | 0.8623 | 0.9158 | 0.6951 | 0.8217 | 0.4249 | 0.8799 | 0.8754 | 0.8299 | 0.8526 | 0.5809 | 0.7307 | 0.3199 | 0.7743 | 0.6682 | 0.7170 | +| 0.3536 | 4.22 | 1560 | 0.4949 | 0.6745 | 0.7931 | 0.8676 | 0.9322 | 0.8047 | 0.8617 | 0.3888 | 0.8572 | 0.8813 | 0.8260 | 0.8556 | 0.6337 | 0.7269 | 0.3072 | 0.7806 | 0.6859 | 0.7315 | +| 0.6592 | 4.27 | 1580 | 0.4814 | 0.6780 | 0.7867 | 0.8706 | 0.9250 | 0.7844 | 0.8565 | 0.3672 | 0.8897 | 0.8674 | 0.8165 | 0.8577 | 0.6410 | 0.7296 | 0.3088 | 0.7861 | 0.6844 | 0.7382 | +| 0.1168 | 4.32 | 1600 | 0.4972 | 0.6820 | 0.7779 | 0.8739 | 0.9281 | 0.7759 | 0.8545 | 0.3401 | 0.9138 | 0.8035 | 0.8295 | 0.8549 | 0.6408 | 0.7396 | 0.3046 | 0.7934 | 0.7084 | 0.7320 | +| 0.5383 | 4.38 | 1620 | 0.5760 | 0.6567 | 0.7759 | 0.8517 | 0.9037 | 0.7389 | 0.8502 | 0.4652 | 0.8966 | 0.8831 | 0.6934 | 0.8432 | 0.6143 | 0.7389 | 0.3270 | 0.7522 | 0.6894 | 0.6318 | +| 0.3261 | 4.43 | 1640 | 0.4663 | 0.6973 | 0.8008 | 0.8775 | 0.9392 | 0.7674 | 0.8570 | 0.4915 | 0.8951 | 0.8439 | 0.8115 | 0.8614 | 0.6479 | 0.7551 | 0.3742 | 0.7961 | 0.6990 | 0.7474 | +| 0.2648 | 4.49 | 1660 | 0.4805 | 0.6741 | 0.7917 | 0.8662 | 0.9199 | 0.8188 | 0.8600 | 0.4445 | 0.9023 | 0.8431 | 0.7536 | 0.8604 | 0.6421 | 0.7428 | 0.3165 | 0.7821 | 0.6823 | 0.6924 | +| 0.1427 | 4.54 | 1680 | 0.5141 | 0.6563 | 0.7721 | 0.8577 | 0.9476 | 0.7653 | 0.8602 | 0.4278 | 0.8899 | 0.8945 | 0.6194 | 0.8543 | 0.6368 | 0.7375 | 0.3273 | 0.7831 | 0.6539 | 0.6008 | +| 0.1841 | 4.59 | 1700 | 0.4819 | 0.6703 | 0.7890 | 0.8629 | 0.9453 | 0.7390 | 0.8606 | 0.5217 | 0.8662 | 0.8509 | 0.7390 | 0.8563 | 0.6235 | 0.7461 | 0.2843 | 0.7751 | 0.7058 | 0.7009 | +| 0.2197 | 4.65 | 1720 | 0.4670 | 0.6841 | 0.7855 | 0.8723 | 0.9391 | 0.7990 | 0.8506 | 0.4233 | 0.9181 | 0.8333 | 0.7349 | 0.8618 | 0.6491 | 0.7432 | 0.3381 | 0.7882 | 0.7047 | 0.7035 | +| 0.3657 | 4.7 | 1740 | 0.4965 | 0.6677 | 0.7736 | 0.8663 | 0.9329 | 0.7896 | 0.8883 | 0.3171 | 0.8923 | 0.8300 | 0.7653 | 0.8587 | 0.6569 | 0.7141 | 0.2648 | 0.7806 | 0.7081 | 0.6907 | +| 0.2839 | 4.76 | 1760 | 0.5082 | 0.6600 | 0.7796 | 0.8537 | 0.9354 | 0.8088 | 0.8800 | 0.4487 | 0.8839 | 0.8953 | 0.6054 | 0.8483 | 0.6592 | 0.7410 | 0.3760 | 0.7684 | 0.6376 | 0.5897 | +| 0.5087 | 4.81 | 1780 | 0.4551 | 0.6947 | 0.8116 | 0.8746 | 0.9369 | 0.7739 | 0.8744 | 0.5254 | 0.8626 | 0.8863 | 0.8220 | 0.8595 | 0.6513 | 0.7324 | 0.3658 | 0.7883 | 0.6789 | 0.7869 | +| 0.3757 | 4.86 | 1800 | 0.4415 | 0.6921 | 0.7932 | 0.8753 | 0.9337 | 0.8234 | 0.8570 | 0.4325 | 0.9221 | 0.8316 | 0.7524 | 0.8551 | 0.6557 | 0.7466 | 0.3492 | 0.7967 | 0.7233 | 0.7182 | +| 0.4985 | 4.92 | 1820 | 0.4335 | 0.6991 | 0.8034 | 0.8790 | 0.9233 | 0.8422 | 0.8633 | 0.4008 | 0.9103 | 0.8772 | 0.8069 | 0.8529 | 0.6560 | 0.7576 | 0.3556 | 0.8018 | 0.7081 | 0.7615 | +| 0.3946 | 4.97 | 1840 | 0.4248 | 0.7033 | 0.8104 | 0.8801 | 0.9262 | 0.8356 | 0.8432 | 0.4626 | 0.9059 | 0.8822 | 0.8168 | 0.8575 | 0.6567 | 0.7521 | 0.3797 | 0.8042 | 0.7187 | 0.7541 | +| 0.1543 | 5.03 | 1860 | 0.4983 | 0.6654 | 0.7719 | 0.8651 | 0.9455 | 0.7695 | 0.8847 | 0.3822 | 0.9096 | 0.8585 | 0.6536 | 0.8525 | 0.6534 | 0.7317 | 0.2814 | 0.7991 | 0.7079 | 0.6315 | +| 0.3259 | 5.08 | 1880 | 0.4685 | 0.6825 | 0.7957 | 0.8669 | 0.9465 | 0.7994 | 0.8415 | 0.5036 | 0.8811 | 0.8888 | 0.7091 | 0.8534 | 0.6490 | 0.7638 | 0.3841 | 0.7871 | 0.6831 | 0.6568 | +| 0.2935 | 5.14 | 1900 | 0.4701 | 0.6867 | 0.7948 | 0.8708 | 0.9327 | 0.8312 | 0.8561 | 0.4515 | 0.9053 | 0.8376 | 0.7495 | 0.8512 | 0.6527 | 0.7666 | 0.3557 | 0.7929 | 0.6987 | 0.6889 | +| 0.2034 | 5.19 | 1920 | 0.4550 | 0.7051 | 0.8169 | 0.8801 | 0.9276 | 0.8185 | 0.8720 | 0.5048 | 0.8895 | 0.8739 | 0.8320 | 0.8621 | 0.6570 | 0.7717 | 0.3746 | 0.7978 | 0.7094 | 0.7630 | +| 0.4657 | 5.24 | 1940 | 0.5338 | 0.7000 | 0.8168 | 0.8738 | 0.9080 | 0.8181 | 0.8832 | 0.4949 | 0.8719 | 0.8608 | 0.8806 | 0.8537 | 0.6541 | 0.7400 | 0.4127 | 0.7836 | 0.7099 | 0.7462 | +| 0.1772 | 5.3 | 1960 | 0.4634 | 0.6831 | 0.7860 | 0.8715 | 0.9208 | 0.7300 | 0.8915 | 0.4096 | 0.9065 | 0.8675 | 0.7758 | 0.8557 | 0.6223 | 0.7291 | 0.3492 | 0.7842 | 0.7078 | 0.7337 | +| 0.2717 | 5.35 | 1980 | 0.4557 | 0.6976 | 0.7962 | 0.8799 | 0.9285 | 0.8214 | 0.8495 | 0.4140 | 0.9293 | 0.8366 | 0.7942 | 0.8591 | 0.6529 | 0.7577 | 0.3605 | 0.8069 | 0.6974 | 0.7490 | +| 0.2144 | 5.41 | 2000 | 0.4535 | 0.6935 | 0.7926 | 0.8789 | 0.9360 | 0.8037 | 0.8675 | 0.3906 | 0.9112 | 0.8323 | 0.8070 | 0.8659 | 0.6591 | 0.7570 | 0.3530 | 0.8043 | 0.6809 | 0.7344 | +| 0.5953 | 5.46 | 2020 | 0.4030 | 0.6948 | 0.7992 | 0.8787 | 0.9225 | 0.7925 | 0.8888 | 0.4236 | 0.9128 | 0.8392 | 0.8153 | 0.8673 | 0.6526 | 0.7638 | 0.3220 | 0.7958 | 0.7158 | 0.7464 | +| 0.1702 | 5.51 | 2040 | 0.4188 | 0.6918 | 0.8004 | 0.8737 | 0.9093 | 0.8090 | 0.8767 | 0.4469 | 0.9199 | 0.8595 | 0.7816 | 0.8508 | 0.6627 | 0.7596 | 0.3438 | 0.8016 | 0.7211 | 0.7027 | +| 0.2988 | 5.57 | 2060 | 0.5301 | 0.6836 | 0.7995 | 0.8633 | 0.8811 | 0.7637 | 0.8819 | 0.4693 | 0.8899 | 0.8596 | 0.8512 | 0.8094 | 0.6496 | 0.7485 | 0.3617 | 0.8092 | 0.7299 | 0.6772 | +| 0.2987 | 5.62 | 2080 | 0.5280 | 0.6882 | 0.8027 | 0.8667 | 0.8863 | 0.7609 | 0.8462 | 0.5201 | 0.9077 | 0.8618 | 0.8360 | 0.8202 | 0.6382 | 0.7361 | 0.3991 | 0.8130 | 0.7273 | 0.6835 | +| 0.1692 | 5.68 | 2100 | 0.5307 | 0.6851 | 0.7984 | 0.8670 | 0.8890 | 0.8436 | 0.8368 | 0.4040 | 0.9087 | 0.8793 | 0.8274 | 0.8159 | 0.6591 | 0.7381 | 0.3551 | 0.8176 | 0.7318 | 0.6780 | +| 0.1263 | 5.73 | 2120 | 0.5442 | 0.6841 | 0.8038 | 0.8647 | 0.8565 | 0.8307 | 0.8781 | 0.4069 | 0.9090 | 0.8600 | 0.8851 | 0.8045 | 0.6518 | 0.7452 | 0.3355 | 0.8125 | 0.7468 | 0.6922 | +| 0.5408 | 5.78 | 2140 | 0.4202 | 0.7017 | 0.8039 | 0.8818 | 0.9431 | 0.8012 | 0.8548 | 0.4229 | 0.8897 | 0.8906 | 0.8247 | 0.8623 | 0.6651 | 0.7599 | 0.3469 | 0.8051 | 0.6877 | 0.7845 | +| 0.1841 | 5.84 | 2160 | 0.4853 | 0.6824 | 0.7780 | 0.8735 | 0.9525 | 0.7711 | 0.8728 | 0.3869 | 0.9176 | 0.8479 | 0.6972 | 0.8512 | 0.6538 | 0.7573 | 0.3085 | 0.8079 | 0.7262 | 0.6717 | +| 0.1868 | 5.89 | 2180 | 0.5027 | 0.6762 | 0.7934 | 0.8686 | 0.9317 | 0.8252 | 0.8990 | 0.4336 | 0.9004 | 0.8540 | 0.7094 | 0.8648 | 0.6659 | 0.7207 | 0.3175 | 0.7932 | 0.6882 | 0.6827 | +| 0.3223 | 5.95 | 2200 | 0.4496 | 0.7057 | 0.8101 | 0.8814 | 0.9262 | 0.7889 | 0.8571 | 0.4803 | 0.9010 | 0.8744 | 0.8427 | 0.8649 | 0.6600 | 0.7623 | 0.3747 | 0.7966 | 0.6841 | 0.7972 | +| 0.1825 | 6.0 | 2220 | 0.4498 | 0.6969 | 0.7993 | 0.8779 | 0.9383 | 0.8241 | 0.8505 | 0.4503 | 0.9135 | 0.8471 | 0.7711 | 0.8625 | 0.6702 | 0.7520 | 0.3455 | 0.7973 | 0.7126 | 0.7380 | +| 0.2738 | 6.05 | 2240 | 0.4840 | 0.6939 | 0.7944 | 0.8776 | 0.9366 | 0.8067 | 0.8489 | 0.4348 | 0.9244 | 0.8633 | 0.7459 | 0.8695 | 0.6675 | 0.7544 | 0.3469 | 0.7966 | 0.7043 | 0.7182 | +| 0.2593 | 6.11 | 2260 | 0.5049 | 0.6699 | 0.7827 | 0.8660 | 0.9539 | 0.8025 | 0.8898 | 0.4326 | 0.8854 | 0.8144 | 0.7004 | 0.8615 | 0.6719 | 0.7159 | 0.2738 | 0.7929 | 0.6975 | 0.6757 | +| 0.2305 | 6.16 | 2280 | 0.4865 | 0.6783 | 0.7893 | 0.8698 | 0.9378 | 0.8271 | 0.8663 | 0.4137 | 0.9061 | 0.8663 | 0.7076 | 0.8691 | 0.6749 | 0.7235 | 0.3301 | 0.7894 | 0.6759 | 0.6856 | +| 0.3543 | 6.22 | 2300 | 0.5069 | 0.6821 | 0.7860 | 0.8720 | 0.9367 | 0.8107 | 0.8649 | 0.4387 | 0.9259 | 0.7976 | 0.7276 | 0.8603 | 0.6628 | 0.7296 | 0.3114 | 0.7960 | 0.7074 | 0.7072 | +| 0.2266 | 6.27 | 2320 | 0.4808 | 0.6838 | 0.7911 | 0.8722 | 0.9515 | 0.7631 | 0.8498 | 0.4984 | 0.8985 | 0.8467 | 0.7296 | 0.8694 | 0.6478 | 0.7449 | 0.3663 | 0.7935 | 0.6558 | 0.7090 | +| 0.2134 | 6.32 | 2340 | 0.4706 | 0.6736 | 0.7848 | 0.8685 | 0.9396 | 0.7247 | 0.9010 | 0.4622 | 0.8905 | 0.8326 | 0.7428 | 0.8673 | 0.6160 | 0.7185 | 0.3517 | 0.7866 | 0.6614 | 0.7134 | +| 0.2823 | 6.38 | 2360 | 0.4619 | 0.6921 | 0.7957 | 0.8773 | 0.9422 | 0.8285 | 0.8589 | 0.4346 | 0.9187 | 0.8503 | 0.7367 | 0.8714 | 0.6754 | 0.7431 | 0.3636 | 0.8037 | 0.6763 | 0.7115 | +| 0.2696 | 6.43 | 2380 | 0.4805 | 0.6892 | 0.8042 | 0.8720 | 0.9538 | 0.8098 | 0.8575 | 0.5327 | 0.8805 | 0.8762 | 0.7191 | 0.8677 | 0.6756 | 0.7480 | 0.3915 | 0.7976 | 0.6524 | 0.6915 | +| 0.3536 | 6.49 | 2400 | 0.4269 | 0.7014 | 0.8034 | 0.8808 | 0.9368 | 0.8231 | 0.8803 | 0.4420 | 0.9091 | 0.8352 | 0.7972 | 0.8708 | 0.6696 | 0.7408 | 0.3771 | 0.7981 | 0.6910 | 0.7625 | +| 0.2242 | 6.54 | 2420 | 0.4132 | 0.6971 | 0.8080 | 0.8786 | 0.9399 | 0.8311 | 0.8764 | 0.4806 | 0.8960 | 0.8431 | 0.7889 | 0.8710 | 0.6565 | 0.7415 | 0.3596 | 0.7952 | 0.6992 | 0.7563 | +| 0.2066 | 6.59 | 2440 | 0.4250 | 0.6984 | 0.7891 | 0.8821 | 0.9443 | 0.7366 | 0.8550 | 0.4531 | 0.9274 | 0.8033 | 0.8036 | 0.8595 | 0.6264 | 0.7442 | 0.3773 | 0.8165 | 0.7104 | 0.7542 | +| 0.3392 | 6.65 | 2460 | 0.4451 | 0.7069 | 0.8068 | 0.8826 | 0.9344 | 0.7984 | 0.8709 | 0.4868 | 0.9166 | 0.8370 | 0.8034 | 0.8621 | 0.6675 | 0.7526 | 0.3907 | 0.8134 | 0.7178 | 0.7439 | +| 0.157 | 6.7 | 2480 | 0.4524 | 0.6997 | 0.8127 | 0.8789 | 0.9376 | 0.8584 | 0.8853 | 0.4565 | 0.8887 | 0.8806 | 0.7816 | 0.8628 | 0.6606 | 0.7511 | 0.3643 | 0.7975 | 0.7006 | 0.7612 | +| 0.372 | 6.76 | 2500 | 0.4940 | 0.6909 | 0.7882 | 0.8735 | 0.9448 | 0.7823 | 0.8675 | 0.4468 | 0.9153 | 0.8503 | 0.7101 | 0.8591 | 0.6557 | 0.7605 | 0.3728 | 0.7878 | 0.7093 | 0.6912 | +| 0.3178 | 6.81 | 2520 | 0.4903 | 0.6930 | 0.8142 | 0.8717 | 0.9423 | 0.8331 | 0.8682 | 0.5512 | 0.8773 | 0.9142 | 0.7134 | 0.8683 | 0.6637 | 0.7577 | 0.4163 | 0.7872 | 0.6649 | 0.6930 | +| 0.215 | 6.86 | 2540 | 0.4637 | 0.6972 | 0.7998 | 0.8757 | 0.9532 | 0.8119 | 0.8633 | 0.4540 | 0.8857 | 0.8881 | 0.7424 | 0.8646 | 0.6725 | 0.7560 | 0.3920 | 0.7871 | 0.6898 | 0.7182 | +| 0.3213 | 6.92 | 2560 | 0.4628 | 0.6959 | 0.8036 | 0.8743 | 0.9387 | 0.8257 | 0.8729 | 0.4564 | 0.8865 | 0.8796 | 0.7655 | 0.8649 | 0.6665 | 0.7610 | 0.3949 | 0.7854 | 0.6949 | 0.7040 | +| 0.2527 | 6.97 | 2580 | 0.4482 | 0.7161 | 0.8130 | 0.8883 | 0.9407 | 0.7845 | 0.8738 | 0.4884 | 0.9042 | 0.8376 | 0.8616 | 0.8654 | 0.6612 | 0.7485 | 0.3966 | 0.8198 | 0.7400 | 0.7813 | +| 0.1728 | 7.03 | 2600 | 0.5057 | 0.6812 | 0.7963 | 0.8684 | 0.9445 | 0.8226 | 0.8590 | 0.4278 | 0.8697 | 0.9191 | 0.7313 | 0.8649 | 0.6499 | 0.7537 | 0.3764 | 0.7808 | 0.6370 | 0.7060 | +| 0.2091 | 7.08 | 2620 | 0.4663 | 0.6976 | 0.7985 | 0.8776 | 0.9460 | 0.8091 | 0.8621 | 0.4714 | 0.9128 | 0.8510 | 0.7370 | 0.8651 | 0.6651 | 0.7630 | 0.3829 | 0.7992 | 0.7020 | 0.7062 | +| 0.2555 | 7.14 | 2640 | 0.4451 | 0.6965 | 0.8166 | 0.8746 | 0.9317 | 0.8049 | 0.8471 | 0.5562 | 0.8739 | 0.8891 | 0.8131 | 0.8724 | 0.6473 | 0.7589 | 0.3731 | 0.7762 | 0.6921 | 0.7555 | +| 0.0762 | 7.19 | 2660 | 0.5804 | 0.6913 | 0.8124 | 0.8693 | 0.8979 | 0.8372 | 0.8690 | 0.4670 | 0.8733 | 0.8620 | 0.8803 | 0.8319 | 0.6566 | 0.7501 | 0.3740 | 0.7960 | 0.6973 | 0.7335 | +| 0.2356 | 7.24 | 2680 | 0.5501 | 0.6870 | 0.8061 | 0.8653 | 0.9067 | 0.8089 | 0.8826 | 0.5069 | 0.8836 | 0.8740 | 0.7798 | 0.8436 | 0.6681 | 0.7500 | 0.3888 | 0.7794 | 0.6888 | 0.6903 | +| 0.229 | 7.3 | 2700 | 0.4246 | 0.7151 | 0.8166 | 0.8857 | 0.9342 | 0.8390 | 0.8546 | 0.4949 | 0.9131 | 0.8574 | 0.8230 | 0.8709 | 0.6682 | 0.7535 | 0.4107 | 0.8030 | 0.7215 | 0.7781 | +| 0.287 | 7.35 | 2720 | 0.4747 | 0.6925 | 0.7956 | 0.8747 | 0.9487 | 0.7590 | 0.8601 | 0.5028 | 0.9007 | 0.8641 | 0.7335 | 0.8688 | 0.6575 | 0.7474 | 0.3801 | 0.7887 | 0.6922 | 0.7126 | +| 0.1907 | 7.41 | 2740 | 0.4474 | 0.7047 | 0.8106 | 0.8794 | 0.9501 | 0.8078 | 0.8484 | 0.5106 | 0.8832 | 0.8878 | 0.7866 | 0.8644 | 0.6592 | 0.7515 | 0.4136 | 0.7961 | 0.6971 | 0.7511 | +| 0.1433 | 7.46 | 2760 | 0.4735 | 0.6826 | 0.7862 | 0.8733 | 0.9403 | 0.7459 | 0.8884 | 0.4500 | 0.9126 | 0.8334 | 0.7329 | 0.8710 | 0.6268 | 0.7086 | 0.3855 | 0.7979 | 0.6869 | 0.7014 | +| 0.2798 | 7.51 | 2780 | 0.4645 | 0.6950 | 0.8059 | 0.8744 | 0.9293 | 0.7871 | 0.8788 | 0.5225 | 0.9041 | 0.8737 | 0.7459 | 0.8671 | 0.6606 | 0.7271 | 0.4156 | 0.7951 | 0.6873 | 0.7119 | +| 0.2179 | 7.57 | 2800 | 0.4856 | 0.6790 | 0.8021 | 0.8667 | 0.9389 | 0.7727 | 0.8977 | 0.5403 | 0.8740 | 0.8819 | 0.7091 | 0.8642 | 0.6515 | 0.7139 | 0.3837 | 0.7894 | 0.6674 | 0.6829 | +| 0.2489 | 7.62 | 2820 | 0.4813 | 0.6997 | 0.7979 | 0.8781 | 0.9422 | 0.8197 | 0.8659 | 0.4907 | 0.9300 | 0.8034 | 0.7334 | 0.8636 | 0.6674 | 0.7461 | 0.4032 | 0.8033 | 0.7118 | 0.7026 | +| 0.2088 | 7.68 | 2840 | 0.4967 | 0.6967 | 0.7868 | 0.8772 | 0.9448 | 0.7841 | 0.8710 | 0.4438 | 0.9314 | 0.7981 | 0.7347 | 0.8633 | 0.6679 | 0.7616 | 0.3802 | 0.7950 | 0.7054 | 0.7036 | +| 1.4943 | 7.73 | 2860 | 0.4650 | 0.7076 | 0.8172 | 0.8822 | 0.9453 | 0.8504 | 0.8745 | 0.5019 | 0.8875 | 0.8525 | 0.8084 | 0.8626 | 0.6716 | 0.7564 | 0.3858 | 0.8073 | 0.6949 | 0.7744 | +| 0.1842 | 7.78 | 2880 | 0.4890 | 0.6962 | 0.8026 | 0.8771 | 0.9433 | 0.8371 | 0.8870 | 0.4157 | 0.8845 | 0.8691 | 0.7817 | 0.8619 | 0.6745 | 0.7458 | 0.3593 | 0.7933 | 0.6917 | 0.7467 | +| 0.1736 | 7.84 | 2900 | 0.5137 | 0.6846 | 0.7997 | 0.8686 | 0.9294 | 0.7906 | 0.8846 | 0.5005 | 0.8908 | 0.8688 | 0.7333 | 0.8614 | 0.6727 | 0.7363 | 0.3548 | 0.7818 | 0.6848 | 0.7007 | +| 0.0741 | 7.89 | 2920 | 0.4894 | 0.6865 | 0.8048 | 0.8674 | 0.9449 | 0.7941 | 0.8550 | 0.5675 | 0.8726 | 0.8752 | 0.7243 | 0.8600 | 0.6575 | 0.7549 | 0.3885 | 0.7768 | 0.6912 | 0.6768 | +| 1.0211 | 7.95 | 2940 | 0.5253 | 0.6995 | 0.8028 | 0.8746 | 0.9249 | 0.8094 | 0.8542 | 0.5138 | 0.9180 | 0.8269 | 0.7723 | 0.8553 | 0.6635 | 0.7638 | 0.3970 | 0.7927 | 0.7299 | 0.6947 | +| 0.1533 | 8.0 | 2960 | 0.5440 | 0.6866 | 0.7910 | 0.8704 | 0.9378 | 0.8262 | 0.8675 | 0.4365 | 0.9073 | 0.8407 | 0.7210 | 0.8520 | 0.6734 | 0.7407 | 0.3410 | 0.7870 | 0.7222 | 0.6895 | +| 0.1831 | 8.05 | 2980 | 0.5731 | 0.6853 | 0.7804 | 0.8715 | 0.9367 | 0.8117 | 0.8719 | 0.3778 | 0.9262 | 0.8276 | 0.7109 | 0.8510 | 0.6730 | 0.7480 | 0.3358 | 0.7907 | 0.7154 | 0.6831 | +| 0.3096 | 8.11 | 3000 | 0.5337 | 0.6960 | 0.8019 | 0.8745 | 0.9299 | 0.8336 | 0.8758 | 0.4576 | 0.9075 | 0.8535 | 0.7552 | 0.8623 | 0.6744 | 0.7461 | 0.3805 | 0.7856 | 0.7046 | 0.7188 | +| 0.3453 | 8.16 | 3020 | 0.5051 | 0.6937 | 0.8006 | 0.8764 | 0.9358 | 0.8207 | 0.8646 | 0.4590 | 0.9096 | 0.8591 | 0.7555 | 0.8666 | 0.6735 | 0.7450 | 0.3479 | 0.7970 | 0.7071 | 0.7190 | +| 0.428 | 8.22 | 3040 | 0.5491 | 0.6820 | 0.7859 | 0.8701 | 0.9395 | 0.7986 | 0.8750 | 0.4329 | 0.9168 | 0.8531 | 0.6857 | 0.8624 | 0.6737 | 0.7670 | 0.3504 | 0.7928 | 0.6666 | 0.6612 | +| 0.1888 | 8.27 | 3060 | 0.4946 | 0.6962 | 0.8192 | 0.8740 | 0.9356 | 0.8465 | 0.8509 | 0.5832 | 0.8872 | 0.8772 | 0.7539 | 0.8663 | 0.6706 | 0.7675 | 0.3718 | 0.7924 | 0.6868 | 0.7177 | +| 0.2311 | 8.32 | 3080 | 0.5046 | 0.6989 | 0.7946 | 0.8786 | 0.9458 | 0.8213 | 0.8475 | 0.4273 | 0.9177 | 0.8529 | 0.7496 | 0.8630 | 0.6715 | 0.7560 | 0.3647 | 0.7967 | 0.7241 | 0.7164 | +| 0.1286 | 8.38 | 3100 | 0.4906 | 0.7030 | 0.8158 | 0.8783 | 0.9350 | 0.8164 | 0.8721 | 0.5063 | 0.8831 | 0.9105 | 0.7871 | 0.8723 | 0.6683 | 0.7490 | 0.3971 | 0.7875 | 0.6949 | 0.7517 | +| 0.1767 | 8.43 | 3120 | 0.4789 | 0.7067 | 0.8089 | 0.8809 | 0.9405 | 0.8015 | 0.8749 | 0.4939 | 0.9045 | 0.8813 | 0.7658 | 0.8747 | 0.6714 | 0.7694 | 0.4011 | 0.7926 | 0.7091 | 0.7283 | +| 0.5431 | 8.49 | 3140 | 0.4786 | 0.7144 | 0.8228 | 0.8871 | 0.9264 | 0.8328 | 0.8910 | 0.4969 | 0.9077 | 0.8680 | 0.8366 | 0.8681 | 0.6637 | 0.7535 | 0.3921 | 0.8163 | 0.7153 | 0.7920 | +| 0.2099 | 8.54 | 3160 | 0.5180 | 0.6947 | 0.8019 | 0.8811 | 0.9422 | 0.7051 | 0.8342 | 0.5563 | 0.9031 | 0.8332 | 0.8388 | 0.8704 | 0.5818 | 0.7568 | 0.3983 | 0.8201 | 0.7068 | 0.7289 | +| 0.1189 | 8.59 | 3180 | 0.5339 | 0.6887 | 0.7862 | 0.8776 | 0.9371 | 0.6831 | 0.8428 | 0.5067 | 0.9287 | 0.8210 | 0.7839 | 0.8641 | 0.5771 | 0.7609 | 0.4034 | 0.8181 | 0.7125 | 0.6848 | +| 0.1711 | 8.65 | 3200 | 0.4568 | 0.7076 | 0.8186 | 0.8815 | 0.9402 | 0.8317 | 0.8801 | 0.5157 | 0.8889 | 0.8824 | 0.7913 | 0.8634 | 0.6597 | 0.7560 | 0.4045 | 0.8055 | 0.7136 | 0.7504 | +| 0.4557 | 8.7 | 3220 | 0.4799 | 0.7026 | 0.8016 | 0.8804 | 0.9429 | 0.7953 | 0.8625 | 0.5141 | 0.9288 | 0.8274 | 0.7403 | 0.8661 | 0.6632 | 0.7647 | 0.3778 | 0.8067 | 0.7320 | 0.7080 | +| 0.0809 | 8.76 | 3240 | 0.4545 | 0.7083 | 0.8234 | 0.8828 | 0.9278 | 0.8408 | 0.8498 | 0.5388 | 0.8994 | 0.8765 | 0.8307 | 0.8632 | 0.6602 | 0.7456 | 0.3742 | 0.8094 | 0.7143 | 0.7912 | +| 0.3028 | 8.81 | 3260 | 0.4539 | 0.7080 | 0.8173 | 0.8816 | 0.9341 | 0.8255 | 0.8772 | 0.4574 | 0.8749 | 0.9142 | 0.8375 | 0.8643 | 0.6664 | 0.7585 | 0.3924 | 0.7956 | 0.6847 | 0.7942 | +| 0.1655 | 8.86 | 3280 | 0.4907 | 0.6963 | 0.8062 | 0.8735 | 0.9288 | 0.8218 | 0.8937 | 0.4723 | 0.8922 | 0.8776 | 0.7567 | 0.8547 | 0.6615 | 0.7491 | 0.3940 | 0.7861 | 0.7087 | 0.7202 | +| 0.1474 | 8.92 | 3300 | 0.4925 | 0.6946 | 0.7979 | 0.8742 | 0.9385 | 0.7808 | 0.8937 | 0.4789 | 0.8996 | 0.8447 | 0.7491 | 0.8613 | 0.6665 | 0.7515 | 0.3747 | 0.7863 | 0.7087 | 0.7131 | +| 0.2676 | 8.97 | 3320 | 0.4975 | 0.6919 | 0.7928 | 0.8743 | 0.9380 | 0.7615 | 0.8646 | 0.4503 | 0.9011 | 0.8725 | 0.7616 | 0.8644 | 0.6462 | 0.7436 | 0.3796 | 0.7843 | 0.7028 | 0.7222 | +| 0.2192 | 9.03 | 3340 | 0.4962 | 0.6924 | 0.8058 | 0.8731 | 0.9363 | 0.8380 | 0.8852 | 0.4848 | 0.8976 | 0.8827 | 0.7157 | 0.8631 | 0.6732 | 0.7456 | 0.3940 | 0.7961 | 0.6920 | 0.6828 | +| 0.129 | 9.08 | 3360 | 0.5087 | 0.6918 | 0.8104 | 0.8718 | 0.9374 | 0.8291 | 0.8529 | 0.5362 | 0.8866 | 0.9010 | 0.7299 | 0.8701 | 0.6697 | 0.7518 | 0.4011 | 0.7874 | 0.6680 | 0.6942 | +| 0.3131 | 9.14 | 3380 | 0.5127 | 0.6957 | 0.8021 | 0.8755 | 0.9415 | 0.8215 | 0.8676 | 0.4862 | 0.9016 | 0.8421 | 0.7542 | 0.8712 | 0.6718 | 0.7484 | 0.3893 | 0.7890 | 0.6962 | 0.7042 | +| 0.1653 | 9.19 | 3400 | 0.5100 | 0.6953 | 0.8066 | 0.8742 | 0.9307 | 0.8402 | 0.8666 | 0.4884 | 0.9027 | 0.8658 | 0.7519 | 0.8632 | 0.6682 | 0.7573 | 0.3721 | 0.7861 | 0.7025 | 0.7180 | +| 0.1177 | 9.24 | 3420 | 0.5000 | 0.6961 | 0.8144 | 0.8721 | 0.9385 | 0.8095 | 0.8727 | 0.5329 | 0.8629 | 0.9219 | 0.7625 | 0.8683 | 0.6730 | 0.7652 | 0.4048 | 0.7772 | 0.6588 | 0.7252 | +| 0.2833 | 9.3 | 3440 | 0.5003 | 0.6958 | 0.7989 | 0.8763 | 0.9486 | 0.7977 | 0.8871 | 0.4846 | 0.9005 | 0.8292 | 0.7448 | 0.8662 | 0.6713 | 0.7553 | 0.3793 | 0.7951 | 0.6911 | 0.7122 | +| 0.1196 | 9.35 | 3460 | 0.4964 | 0.7008 | 0.8040 | 0.8783 | 0.9370 | 0.8310 | 0.8412 | 0.4814 | 0.9168 | 0.8609 | 0.7596 | 0.8665 | 0.6737 | 0.7514 | 0.3896 | 0.7974 | 0.7002 | 0.7270 | +| 0.1224 | 9.41 | 3480 | 0.4281 | 0.7204 | 0.8176 | 0.8908 | 0.9484 | 0.7883 | 0.8413 | 0.5106 | 0.9017 | 0.8722 | 0.8605 | 0.8751 | 0.6751 | 0.7600 | 0.3813 | 0.8148 | 0.7261 | 0.8109 | +| 0.1925 | 9.46 | 3500 | 0.4850 | 0.7002 | 0.8030 | 0.8784 | 0.9448 | 0.7955 | 0.8373 | 0.4988 | 0.9062 | 0.8798 | 0.7583 | 0.8721 | 0.6740 | 0.7508 | 0.3798 | 0.7936 | 0.7082 | 0.7229 | +| 0.142 | 9.51 | 3520 | 0.5039 | 0.6978 | 0.8018 | 0.8774 | 0.9440 | 0.7854 | 0.8683 | 0.4771 | 0.8981 | 0.8884 | 0.7512 | 0.8694 | 0.6588 | 0.7567 | 0.3832 | 0.7916 | 0.7074 | 0.7178 | +| 0.5374 | 9.57 | 3540 | 0.5199 | 0.6821 | 0.7807 | 0.8729 | 0.9427 | 0.8054 | 0.8801 | 0.3721 | 0.9214 | 0.8339 | 0.7094 | 0.8598 | 0.6709 | 0.7452 | 0.3113 | 0.7986 | 0.7131 | 0.6757 | +| 0.2482 | 9.62 | 3560 | 0.4652 | 0.7054 | 0.8188 | 0.8799 | 0.9334 | 0.8055 | 0.8482 | 0.5406 | 0.8845 | 0.8975 | 0.8222 | 0.8757 | 0.6677 | 0.7649 | 0.3855 | 0.7887 | 0.6870 | 0.7683 | +| 0.3794 | 9.68 | 3580 | 0.5039 | 0.7044 | 0.8126 | 0.8771 | 0.9348 | 0.8018 | 0.8510 | 0.5782 | 0.9002 | 0.8226 | 0.7999 | 0.8747 | 0.6650 | 0.7700 | 0.4059 | 0.7765 | 0.6935 | 0.7449 | +| 0.2213 | 9.73 | 3600 | 0.5238 | 0.7036 | 0.8106 | 0.8774 | 0.9399 | 0.8302 | 0.8701 | 0.5202 | 0.9010 | 0.8593 | 0.7531 | 0.8737 | 0.6708 | 0.7721 | 0.4098 | 0.7819 | 0.6973 | 0.7199 | +| 0.1819 | 9.78 | 3620 | 0.5291 | 0.6917 | 0.8056 | 0.8703 | 0.9396 | 0.8039 | 0.8937 | 0.5011 | 0.8715 | 0.8905 | 0.7392 | 0.8687 | 0.6748 | 0.7572 | 0.3994 | 0.7727 | 0.6679 | 0.7012 | +| 0.2002 | 9.84 | 3640 | 0.5531 | 0.6887 | 0.7981 | 0.8701 | 0.9399 | 0.8237 | 0.8655 | 0.4788 | 0.8985 | 0.8792 | 0.7009 | 0.8656 | 0.6756 | 0.7512 | 0.4131 | 0.7882 | 0.6575 | 0.6698 | +| 0.2655 | 9.89 | 3660 | 0.5161 | 0.6868 | 0.7972 | 0.8697 | 0.9528 | 0.8048 | 0.8700 | 0.4986 | 0.8833 | 0.8687 | 0.7019 | 0.8657 | 0.6752 | 0.7501 | 0.4023 | 0.7894 | 0.6584 | 0.6664 | +| 0.2477 | 9.95 | 3680 | 0.4836 | 0.7019 | 0.8157 | 0.8778 | 0.9377 | 0.8214 | 0.8407 | 0.5560 | 0.8883 | 0.8538 | 0.8120 | 0.8664 | 0.6647 | 0.7536 | 0.3846 | 0.7933 | 0.6922 | 0.7582 | +| 0.2156 | 10.0 | 3700 | 0.5079 | 0.7042 | 0.8164 | 0.8776 | 0.9386 | 0.8435 | 0.8767 | 0.4869 | 0.8729 | 0.9000 | 0.7964 | 0.8623 | 0.6719 | 0.7603 | 0.4014 | 0.7876 | 0.6827 | 0.7632 | +| 0.0994 | 10.05 | 3720 | 0.5784 | 0.6926 | 0.7874 | 0.8742 | 0.9424 | 0.7519 | 0.8636 | 0.4772 | 0.9168 | 0.8107 | 0.7495 | 0.8682 | 0.6584 | 0.7501 | 0.3895 | 0.7820 | 0.6815 | 0.7182 | +| 0.1422 | 10.11 | 3740 | 0.5004 | 0.7091 | 0.8216 | 0.8814 | 0.9440 | 0.7910 | 0.8762 | 0.5485 | 0.8660 | 0.8898 | 0.8353 | 0.8682 | 0.6705 | 0.7480 | 0.3998 | 0.7958 | 0.6824 | 0.7992 | +| 0.1474 | 10.16 | 3760 | 0.5008 | 0.7061 | 0.8078 | 0.8804 | 0.9431 | 0.7985 | 0.8427 | 0.5068 | 0.8977 | 0.8594 | 0.8067 | 0.8678 | 0.6611 | 0.7675 | 0.4087 | 0.7956 | 0.6944 | 0.7476 | +| 0.2039 | 10.22 | 3780 | 0.5088 | 0.7041 | 0.8036 | 0.8811 | 0.9412 | 0.7889 | 0.8745 | 0.4763 | 0.9135 | 0.8749 | 0.7559 | 0.8732 | 0.6680 | 0.7655 | 0.4085 | 0.8037 | 0.6881 | 0.7214 | +| 0.1457 | 10.27 | 3800 | 0.5180 | 0.7033 | 0.8146 | 0.8783 | 0.9297 | 0.8361 | 0.8904 | 0.5206 | 0.9080 | 0.8667 | 0.7508 | 0.8675 | 0.6729 | 0.7511 | 0.4191 | 0.8009 | 0.6947 | 0.7172 | +| 0.1477 | 10.32 | 3820 | 0.4620 | 0.7121 | 0.8255 | 0.8826 | 0.9348 | 0.8237 | 0.8810 | 0.5393 | 0.8774 | 0.8847 | 0.8373 | 0.8675 | 0.6712 | 0.7525 | 0.4031 | 0.7975 | 0.7074 | 0.7858 | +| 0.1087 | 10.38 | 3840 | 0.4719 | 0.7157 | 0.8136 | 0.8848 | 0.9431 | 0.7906 | 0.8557 | 0.5369 | 0.9109 | 0.8630 | 0.7948 | 0.8692 | 0.6764 | 0.7595 | 0.4215 | 0.8049 | 0.7220 | 0.7561 | +| 0.1731 | 10.43 | 3860 | 0.5375 | 0.7051 | 0.8194 | 0.8777 | 0.9247 | 0.7931 | 0.8780 | 0.5654 | 0.8817 | 0.8487 | 0.8444 | 0.8601 | 0.6704 | 0.7528 | 0.3970 | 0.7964 | 0.7141 | 0.7448 | +| 0.9982 | 10.49 | 3880 | 0.5151 | 0.7084 | 0.8219 | 0.8807 | 0.9291 | 0.8161 | 0.8619 | 0.5430 | 0.8842 | 0.8760 | 0.8427 | 0.8632 | 0.6665 | 0.7463 | 0.4091 | 0.8008 | 0.6999 | 0.7732 | +| 0.12 | 10.54 | 3900 | 0.5254 | 0.7133 | 0.8260 | 0.8821 | 0.9079 | 0.7965 | 0.8753 | 0.5491 | 0.8964 | 0.8801 | 0.8766 | 0.8599 | 0.6681 | 0.7574 | 0.4149 | 0.8056 | 0.7233 | 0.7636 | +| 0.133 | 10.59 | 3920 | 0.4950 | 0.7072 | 0.8103 | 0.8799 | 0.9350 | 0.8045 | 0.8757 | 0.5162 | 0.9102 | 0.8673 | 0.7634 | 0.8666 | 0.6727 | 0.7653 | 0.4189 | 0.8004 | 0.7115 | 0.7148 | +| 0.1647 | 10.65 | 3940 | 0.5245 | 0.7083 | 0.8167 | 0.8809 | 0.9372 | 0.8487 | 0.8663 | 0.5098 | 0.9043 | 0.8909 | 0.7597 | 0.8698 | 0.6721 | 0.7643 | 0.4243 | 0.8019 | 0.7053 | 0.7201 | +| 0.065 | 10.7 | 3960 | 0.5537 | 0.7011 | 0.8036 | 0.8774 | 0.9363 | 0.8164 | 0.8801 | 0.4670 | 0.9108 | 0.8814 | 0.7334 | 0.8625 | 0.6689 | 0.7544 | 0.4066 | 0.7976 | 0.7204 | 0.6977 | +| 0.1435 | 10.76 | 3980 | 0.5455 | 0.7012 | 0.8083 | 0.8774 | 0.9263 | 0.8519 | 0.8807 | 0.4865 | 0.9244 | 0.8542 | 0.7340 | 0.8584 | 0.6684 | 0.7582 | 0.4070 | 0.8057 | 0.7154 | 0.6953 | +| 0.13 | 10.81 | 4000 | 0.5234 | 0.7007 | 0.8093 | 0.8769 | 0.9446 | 0.8018 | 0.8865 | 0.5326 | 0.8979 | 0.8787 | 0.7231 | 0.8625 | 0.6785 | 0.7539 | 0.4086 | 0.8056 | 0.7043 | 0.6916 | +| 0.1456 | 10.86 | 4020 | 0.5219 | 0.7034 | 0.8128 | 0.8768 | 0.9475 | 0.8208 | 0.8543 | 0.5534 | 0.8943 | 0.8907 | 0.7284 | 0.8647 | 0.6690 | 0.7711 | 0.4412 | 0.8021 | 0.6951 | 0.6809 | +| 0.3105 | 10.92 | 4040 | 0.4999 | 0.7120 | 0.8296 | 0.8815 | 0.9333 | 0.8162 | 0.8473 | 0.6054 | 0.8790 | 0.8849 | 0.8409 | 0.8690 | 0.6639 | 0.7584 | 0.4195 | 0.7986 | 0.7170 | 0.7575 | +| 0.5743 | 10.97 | 4060 | 0.5080 | 0.6985 | 0.8198 | 0.8729 | 0.9211 | 0.7929 | 0.8758 | 0.6033 | 0.8810 | 0.8614 | 0.8029 | 0.8644 | 0.6694 | 0.7446 | 0.4020 | 0.7849 | 0.7067 | 0.7175 | +| 0.2954 | 11.03 | 4080 | 0.5080 | 0.7015 | 0.8152 | 0.8777 | 0.9313 | 0.8277 | 0.8680 | 0.5415 | 0.9046 | 0.8758 | 0.7578 | 0.8688 | 0.6716 | 0.7464 | 0.4125 | 0.8016 | 0.6860 | 0.7235 | +| 0.1178 | 11.08 | 4100 | 0.5030 | 0.6969 | 0.8111 | 0.8777 | 0.9442 | 0.8384 | 0.8498 | 0.5436 | 0.9088 | 0.8641 | 0.7289 | 0.8691 | 0.6678 | 0.7462 | 0.3998 | 0.8139 | 0.6839 | 0.6976 | +| 0.0749 | 11.14 | 4120 | 0.4972 | 0.7041 | 0.8051 | 0.8824 | 0.9416 | 0.8187 | 0.8661 | 0.4901 | 0.9275 | 0.8424 | 0.7494 | 0.8699 | 0.6804 | 0.7500 | 0.3903 | 0.8180 | 0.7050 | 0.7154 | +| 0.1806 | 11.19 | 4140 | 0.4569 | 0.7187 | 0.8138 | 0.8919 | 0.9445 | 0.8277 | 0.8578 | 0.4420 | 0.9154 | 0.8618 | 0.8476 | 0.8677 | 0.6729 | 0.7428 | 0.3778 | 0.8314 | 0.7438 | 0.7945 | +| 0.0825 | 11.24 | 4160 | 0.4618 | 0.7209 | 0.8263 | 0.8900 | 0.9348 | 0.8510 | 0.8607 | 0.5235 | 0.9125 | 0.8587 | 0.8425 | 0.8667 | 0.6719 | 0.7405 | 0.4026 | 0.8256 | 0.7454 | 0.7936 | +| 0.167 | 11.3 | 4180 | 0.5092 | 0.7084 | 0.7979 | 0.8838 | 0.9347 | 0.7767 | 0.8705 | 0.4397 | 0.9360 | 0.8595 | 0.7682 | 0.8674 | 0.6710 | 0.7533 | 0.3887 | 0.8072 | 0.7399 | 0.7315 | +| 0.2843 | 11.35 | 4200 | 0.4910 | 0.7010 | 0.8009 | 0.8794 | 0.9315 | 0.7853 | 0.8640 | 0.4931 | 0.9287 | 0.8426 | 0.7608 | 0.8638 | 0.6709 | 0.7455 | 0.3723 | 0.8053 | 0.7218 | 0.7270 | +| 0.1661 | 11.41 | 4220 | 0.4854 | 0.7004 | 0.8171 | 0.8778 | 0.9279 | 0.8398 | 0.8774 | 0.5295 | 0.9025 | 0.8774 | 0.7649 | 0.8669 | 0.6667 | 0.7501 | 0.3953 | 0.8044 | 0.7029 | 0.7167 | +| 0.177 | 11.46 | 4240 | 0.5016 | 0.7037 | 0.8149 | 0.8788 | 0.9345 | 0.8183 | 0.8682 | 0.5585 | 0.9094 | 0.8605 | 0.7550 | 0.8696 | 0.6801 | 0.7589 | 0.3955 | 0.8022 | 0.7029 | 0.7167 | +| 0.2762 | 11.51 | 4260 | 0.5231 | 0.7084 | 0.8047 | 0.8815 | 0.9408 | 0.8002 | 0.8848 | 0.4725 | 0.9131 | 0.8584 | 0.7629 | 0.8670 | 0.6771 | 0.7589 | 0.4082 | 0.7999 | 0.7243 | 0.7233 | +| 0.1087 | 11.57 | 4280 | 0.5379 | 0.7061 | 0.8148 | 0.8798 | 0.9270 | 0.8000 | 0.8900 | 0.5315 | 0.9111 | 0.8854 | 0.7588 | 0.8675 | 0.6656 | 0.7573 | 0.4241 | 0.8042 | 0.7035 | 0.7203 | +| 0.2151 | 11.62 | 4300 | 0.5152 | 0.7013 | 0.8163 | 0.8753 | 0.9364 | 0.8048 | 0.8762 | 0.5824 | 0.8941 | 0.8891 | 0.7313 | 0.8642 | 0.6766 | 0.7707 | 0.4216 | 0.7996 | 0.6874 | 0.6887 | +| 0.109 | 11.68 | 4320 | 0.5020 | 0.7061 | 0.8112 | 0.8797 | 0.9462 | 0.8171 | 0.8883 | 0.5476 | 0.9131 | 0.8507 | 0.7152 | 0.8697 | 0.6804 | 0.7691 | 0.4209 | 0.8057 | 0.7149 | 0.6817 | +| 0.1346 | 11.73 | 4340 | 0.5073 | 0.6993 | 0.8117 | 0.8727 | 0.9377 | 0.8015 | 0.8631 | 0.5994 | 0.8975 | 0.8537 | 0.7288 | 0.8630 | 0.6737 | 0.7727 | 0.4217 | 0.7864 | 0.6963 | 0.6810 | +| 0.1628 | 11.78 | 4360 | 0.5946 | 0.6996 | 0.8040 | 0.8743 | 0.9444 | 0.8009 | 0.8730 | 0.5260 | 0.9015 | 0.8713 | 0.7108 | 0.8636 | 0.6801 | 0.7713 | 0.4340 | 0.7941 | 0.6759 | 0.6784 | +| 0.1078 | 11.84 | 4380 | 0.5358 | 0.7136 | 0.8209 | 0.8817 | 0.9332 | 0.8559 | 0.8716 | 0.5406 | 0.9118 | 0.8742 | 0.7593 | 0.8690 | 0.6697 | 0.7717 | 0.4453 | 0.7988 | 0.7219 | 0.7184 | +| 0.2878 | 11.89 | 4400 | 0.5400 | 0.7119 | 0.8061 | 0.8816 | 0.9484 | 0.8077 | 0.8697 | 0.5038 | 0.9133 | 0.8506 | 0.7493 | 0.8681 | 0.6690 | 0.7695 | 0.4398 | 0.7947 | 0.7247 | 0.7178 | +| 0.163 | 11.95 | 4420 | 0.4955 | 0.7137 | 0.8150 | 0.8834 | 0.9442 | 0.8292 | 0.8819 | 0.5228 | 0.9066 | 0.8425 | 0.7777 | 0.8653 | 0.6670 | 0.7683 | 0.4287 | 0.8033 | 0.7205 | 0.7428 | +| 0.1191 | 12.0 | 4440 | 0.4637 | 0.7248 | 0.8333 | 0.8877 | 0.9429 | 0.8129 | 0.8597 | 0.5923 | 0.8803 | 0.8988 | 0.8463 | 0.8701 | 0.6726 | 0.7732 | 0.4433 | 0.8032 | 0.7082 | 0.8032 | +| 0.2084 | 12.05 | 4460 | 0.5186 | 0.7122 | 0.8122 | 0.8814 | 0.9342 | 0.8089 | 0.8732 | 0.5363 | 0.9210 | 0.8534 | 0.7581 | 0.8728 | 0.6772 | 0.7707 | 0.4206 | 0.7911 | 0.7312 | 0.7215 | +| 0.1854 | 12.11 | 4480 | 0.5230 | 0.7061 | 0.8127 | 0.8792 | 0.9359 | 0.8309 | 0.8947 | 0.5021 | 0.9033 | 0.8697 | 0.7521 | 0.8673 | 0.6797 | 0.7500 | 0.4015 | 0.7938 | 0.7296 | 0.7206 | +| 0.1889 | 12.16 | 4500 | 0.4837 | 0.7133 | 0.8171 | 0.8825 | 0.9415 | 0.8475 | 0.8773 | 0.5297 | 0.9081 | 0.8471 | 0.7688 | 0.8708 | 0.6769 | 0.7718 | 0.4255 | 0.7964 | 0.7211 | 0.7310 | +| 0.153 | 12.22 | 4520 | 0.4712 | 0.7156 | 0.8198 | 0.8839 | 0.9316 | 0.7986 | 0.8801 | 0.5659 | 0.9121 | 0.8510 | 0.7995 | 0.8707 | 0.6732 | 0.7598 | 0.4311 | 0.8026 | 0.7179 | 0.7541 | +| 0.2379 | 12.27 | 4540 | 0.5025 | 0.7170 | 0.8201 | 0.8842 | 0.9323 | 0.8009 | 0.8691 | 0.5711 | 0.9166 | 0.8629 | 0.7875 | 0.8708 | 0.6748 | 0.7623 | 0.4388 | 0.8034 | 0.7225 | 0.7464 | +| 0.1759 | 12.32 | 4560 | 0.4684 | 0.7206 | 0.8304 | 0.8866 | 0.9355 | 0.8413 | 0.8658 | 0.5680 | 0.9002 | 0.8947 | 0.8073 | 0.8724 | 0.6724 | 0.7693 | 0.4344 | 0.8064 | 0.7223 | 0.7673 | +| 0.0683 | 12.38 | 4580 | 0.4606 | 0.7299 | 0.8333 | 0.8927 | 0.9351 | 0.8210 | 0.8745 | 0.5662 | 0.9084 | 0.8799 | 0.8479 | 0.8744 | 0.6810 | 0.7725 | 0.4329 | 0.8203 | 0.7247 | 0.8037 | +| 0.1155 | 12.43 | 4600 | 0.4529 | 0.7329 | 0.8351 | 0.8962 | 0.9433 | 0.8439 | 0.8791 | 0.5437 | 0.9085 | 0.8782 | 0.8491 | 0.8791 | 0.6827 | 0.7695 | 0.4273 | 0.8305 | 0.7390 | 0.8022 | +| 0.1194 | 12.49 | 4620 | 0.5244 | 0.7090 | 0.8053 | 0.8809 | 0.9429 | 0.8129 | 0.8577 | 0.5343 | 0.9300 | 0.8144 | 0.7449 | 0.8675 | 0.6849 | 0.7715 | 0.4072 | 0.8011 | 0.7237 | 0.7073 | +| 0.2681 | 12.54 | 4640 | 0.5301 | 0.7105 | 0.8124 | 0.8828 | 0.9404 | 0.8324 | 0.8551 | 0.5272 | 0.9215 | 0.8453 | 0.7652 | 0.8713 | 0.6805 | 0.7576 | 0.3970 | 0.8032 | 0.7332 | 0.7306 | +| 0.173 | 12.59 | 4660 | 0.5097 | 0.7125 | 0.8096 | 0.8844 | 0.9421 | 0.8165 | 0.8539 | 0.5362 | 0.9330 | 0.8189 | 0.7666 | 0.8741 | 0.6824 | 0.7576 | 0.4051 | 0.8070 | 0.7302 | 0.7314 | +| 0.3458 | 12.65 | 4680 | 0.4965 | 0.7078 | 0.8089 | 0.8813 | 0.9473 | 0.7956 | 0.8637 | 0.5241 | 0.9076 | 0.8714 | 0.7527 | 0.8705 | 0.6782 | 0.7559 | 0.4082 | 0.8022 | 0.7203 | 0.7193 | +| 0.1284 | 12.7 | 4700 | 0.4673 | 0.7267 | 0.8249 | 0.8904 | 0.9401 | 0.8143 | 0.8712 | 0.5281 | 0.9047 | 0.8795 | 0.8362 | 0.8742 | 0.6845 | 0.7703 | 0.4401 | 0.8114 | 0.7173 | 0.7891 | +| 0.2377 | 12.76 | 4720 | 0.4589 | 0.7292 | 0.8209 | 0.8931 | 0.9397 | 0.7997 | 0.8709 | 0.5099 | 0.9186 | 0.8616 | 0.8461 | 0.8739 | 0.6842 | 0.7705 | 0.4338 | 0.8185 | 0.7183 | 0.8054 | +| 0.1044 | 12.81 | 4740 | 0.5093 | 0.7087 | 0.8126 | 0.8812 | 0.9413 | 0.8186 | 0.8831 | 0.5200 | 0.9077 | 0.8606 | 0.7569 | 0.8702 | 0.6835 | 0.7631 | 0.3993 | 0.7989 | 0.7215 | 0.7244 | +| 0.1222 | 12.86 | 4760 | 0.5286 | 0.7017 | 0.8075 | 0.8792 | 0.9358 | 0.8207 | 0.8939 | 0.4502 | 0.9008 | 0.8964 | 0.7550 | 0.8687 | 0.6875 | 0.7484 | 0.3913 | 0.8030 | 0.6905 | 0.7223 | +| 0.1819 | 12.92 | 4780 | 0.5473 | 0.6993 | 0.8006 | 0.8783 | 0.9441 | 0.8377 | 0.8787 | 0.4731 | 0.9219 | 0.8221 | 0.7264 | 0.8682 | 0.6807 | 0.7669 | 0.4151 | 0.8093 | 0.6595 | 0.6955 | +| 0.1422 | 12.97 | 4800 | 0.5042 | 0.7089 | 0.8038 | 0.8846 | 0.9478 | 0.8060 | 0.8793 | 0.4616 | 0.9224 | 0.8596 | 0.7501 | 0.8807 | 0.6850 | 0.7750 | 0.4121 | 0.8116 | 0.6843 | 0.7136 | +| 0.1449 | 13.03 | 4820 | 0.5165 | 0.7113 | 0.8117 | 0.8838 | 0.9430 | 0.8128 | 0.8994 | 0.4908 | 0.9097 | 0.8670 | 0.7594 | 0.8753 | 0.6866 | 0.7620 | 0.4304 | 0.8104 | 0.6897 | 0.7246 | +| 0.1895 | 13.08 | 4840 | 0.4997 | 0.7116 | 0.8156 | 0.8838 | 0.9402 | 0.8201 | 0.8990 | 0.5111 | 0.9079 | 0.8612 | 0.7695 | 0.8752 | 0.6873 | 0.7613 | 0.4137 | 0.8068 | 0.7013 | 0.7355 | +| 0.1773 | 13.14 | 4860 | 0.4964 | 0.7134 | 0.8159 | 0.8853 | 0.9392 | 0.8523 | 0.8867 | 0.4908 | 0.9131 | 0.8315 | 0.7975 | 0.8720 | 0.6819 | 0.7579 | 0.4004 | 0.8071 | 0.7142 | 0.7601 | +| 0.1133 | 13.19 | 4880 | 0.4879 | 0.7209 | 0.8143 | 0.8892 | 0.9500 | 0.8025 | 0.8596 | 0.5030 | 0.9112 | 0.8609 | 0.8127 | 0.8726 | 0.6828 | 0.7623 | 0.4216 | 0.8141 | 0.7138 | 0.7792 | +| 0.3126 | 13.24 | 4900 | 0.4768 | 0.7280 | 0.8242 | 0.8943 | 0.9430 | 0.8414 | 0.8803 | 0.4860 | 0.9146 | 0.8581 | 0.8457 | 0.8785 | 0.6857 | 0.7674 | 0.4185 | 0.8228 | 0.7173 | 0.8061 | +| 0.0713 | 13.3 | 4920 | 0.4557 | 0.7221 | 0.8182 | 0.8892 | 0.9449 | 0.8233 | 0.8910 | 0.5045 | 0.9109 | 0.8382 | 0.8144 | 0.8719 | 0.6798 | 0.7649 | 0.4317 | 0.8131 | 0.7138 | 0.7794 | +| 0.2414 | 13.35 | 4940 | 0.5193 | 0.7164 | 0.8193 | 0.8850 | 0.9397 | 0.8366 | 0.8864 | 0.5090 | 0.9068 | 0.8800 | 0.7763 | 0.8758 | 0.6879 | 0.7636 | 0.4349 | 0.8051 | 0.7064 | 0.7408 | +| 0.3379 | 13.41 | 4960 | 0.5566 | 0.7060 | 0.8104 | 0.8801 | 0.9431 | 0.7932 | 0.8922 | 0.5346 | 0.9052 | 0.8554 | 0.7491 | 0.8748 | 0.6793 | 0.7603 | 0.4312 | 0.8025 | 0.6797 | 0.7142 | +| 0.1459 | 13.46 | 4980 | 0.5457 | 0.7069 | 0.8116 | 0.8791 | 0.9499 | 0.7954 | 0.8754 | 0.5687 | 0.9017 | 0.8567 | 0.7333 | 0.8681 | 0.6779 | 0.7643 | 0.4273 | 0.8002 | 0.7124 | 0.6983 | +| 1.3247 | 13.51 | 5000 | 0.5213 | 0.7102 | 0.8104 | 0.8826 | 0.9481 | 0.8174 | 0.8809 | 0.5285 | 0.9128 | 0.8244 | 0.7607 | 0.8744 | 0.6857 | 0.7585 | 0.4298 | 0.8059 | 0.6946 | 0.7226 | +| 0.0945 | 13.57 | 5020 | 0.5877 | 0.7072 | 0.8020 | 0.8808 | 0.9502 | 0.7836 | 0.8803 | 0.4946 | 0.9134 | 0.8600 | 0.7316 | 0.8705 | 0.6829 | 0.7679 | 0.4203 | 0.8015 | 0.7075 | 0.6995 | +| 0.1065 | 13.62 | 5040 | 0.5420 | 0.7147 | 0.8126 | 0.8850 | 0.9467 | 0.8265 | 0.8727 | 0.4935 | 0.9141 | 0.8791 | 0.7556 | 0.8802 | 0.6870 | 0.7716 | 0.4257 | 0.8024 | 0.7165 | 0.7196 | +| 0.226 | 13.68 | 5060 | 0.5306 | 0.7122 | 0.8149 | 0.8837 | 0.9501 | 0.8042 | 0.8731 | 0.5303 | 0.9014 | 0.8893 | 0.7562 | 0.8806 | 0.6831 | 0.7733 | 0.4246 | 0.8020 | 0.6988 | 0.7231 | +| 0.2018 | 13.73 | 5080 | 0.5174 | 0.7051 | 0.8066 | 0.8804 | 0.9459 | 0.7958 | 0.8441 | 0.5164 | 0.9092 | 0.8776 | 0.7574 | 0.8729 | 0.6732 | 0.7581 | 0.4096 | 0.8001 | 0.6977 | 0.7238 | +| 0.1974 | 13.78 | 5100 | 0.4997 | 0.7140 | 0.8193 | 0.8848 | 0.9456 | 0.8214 | 0.8686 | 0.5417 | 0.9056 | 0.8859 | 0.7660 | 0.8790 | 0.6791 | 0.7627 | 0.4327 | 0.8085 | 0.7099 | 0.7259 | +| 0.0747 | 13.84 | 5120 | 0.5084 | 0.7104 | 0.8162 | 0.8831 | 0.9407 | 0.8148 | 0.8771 | 0.5148 | 0.9045 | 0.8993 | 0.7620 | 0.8749 | 0.6827 | 0.7573 | 0.4234 | 0.8101 | 0.7011 | 0.7234 | +| 0.1863 | 13.89 | 5140 | 0.4846 | 0.7132 | 0.8131 | 0.8851 | 0.9435 | 0.8225 | 0.8763 | 0.5215 | 0.9223 | 0.8435 | 0.7626 | 0.8754 | 0.6874 | 0.7607 | 0.4122 | 0.8121 | 0.7200 | 0.7247 | +| 0.1009 | 13.95 | 5160 | 0.4980 | 0.7127 | 0.8124 | 0.8849 | 0.9432 | 0.8048 | 0.8786 | 0.5179 | 0.9185 | 0.8623 | 0.7616 | 0.8754 | 0.6867 | 0.7677 | 0.4094 | 0.8115 | 0.7132 | 0.7250 | +| 0.1497 | 14.0 | 5180 | 0.4876 | 0.7174 | 0.8167 | 0.8871 | 0.9474 | 0.8119 | 0.8701 | 0.5091 | 0.9042 | 0.8754 | 0.7985 | 0.8746 | 0.6890 | 0.7656 | 0.4012 | 0.8090 | 0.7248 | 0.7579 | +| 0.0537 | 14.05 | 5200 | 0.5260 | 0.7166 | 0.8159 | 0.8876 | 0.9395 | 0.8478 | 0.8777 | 0.4773 | 0.9223 | 0.8665 | 0.7802 | 0.8755 | 0.6866 | 0.7588 | 0.4029 | 0.8130 | 0.7341 | 0.7456 | +| 1.577 | 14.11 | 5220 | 0.5184 | 0.7170 | 0.8182 | 0.8868 | 0.9386 | 0.8285 | 0.8968 | 0.5057 | 0.9143 | 0.8580 | 0.7856 | 0.8747 | 0.6852 | 0.7578 | 0.4133 | 0.8114 | 0.7333 | 0.7433 | +| 0.1555 | 14.16 | 5240 | 0.5294 | 0.7118 | 0.8167 | 0.8833 | 0.9445 | 0.8181 | 0.9006 | 0.5216 | 0.9003 | 0.8680 | 0.7638 | 0.8744 | 0.6851 | 0.7624 | 0.4156 | 0.8043 | 0.7154 | 0.7256 | +| 0.1409 | 14.22 | 5260 | 0.5103 | 0.7094 | 0.8106 | 0.8825 | 0.9487 | 0.8167 | 0.8786 | 0.5029 | 0.9044 | 0.8622 | 0.7607 | 0.8762 | 0.6880 | 0.7732 | 0.4084 | 0.8036 | 0.7067 | 0.7096 | +| 0.0525 | 14.27 | 5280 | 0.5201 | 0.7205 | 0.8239 | 0.8895 | 0.9428 | 0.8287 | 0.8798 | 0.5095 | 0.8975 | 0.8714 | 0.8376 | 0.8778 | 0.6814 | 0.7685 | 0.4138 | 0.8158 | 0.7183 | 0.7678 | +| 0.1194 | 14.32 | 5300 | 0.5412 | 0.7159 | 0.8292 | 0.8846 | 0.9259 | 0.8145 | 0.8835 | 0.5631 | 0.8893 | 0.8789 | 0.8495 | 0.8710 | 0.6724 | 0.7624 | 0.4242 | 0.8097 | 0.7220 | 0.7498 | +| 0.161 | 14.38 | 5320 | 0.4771 | 0.7223 | 0.8160 | 0.8907 | 0.9417 | 0.8029 | 0.8723 | 0.4857 | 0.9153 | 0.8615 | 0.8330 | 0.8762 | 0.6862 | 0.7692 | 0.4117 | 0.8178 | 0.7245 | 0.7704 | +| 0.0956 | 14.43 | 5340 | 0.4874 | 0.7289 | 0.8257 | 0.8929 | 0.9517 | 0.8107 | 0.8780 | 0.5159 | 0.8961 | 0.8973 | 0.8304 | 0.8754 | 0.6903 | 0.7736 | 0.4321 | 0.8216 | 0.7228 | 0.7863 | +| 0.2009 | 14.49 | 5360 | 0.5104 | 0.7230 | 0.8288 | 0.8895 | 0.9319 | 0.8522 | 0.8916 | 0.5216 | 0.9051 | 0.8548 | 0.8442 | 0.8736 | 0.6803 | 0.7655 | 0.4261 | 0.8161 | 0.7255 | 0.7739 | +| 0.1389 | 14.54 | 5380 | 0.5389 | 0.7100 | 0.8149 | 0.8802 | 0.9451 | 0.8162 | 0.8875 | 0.5532 | 0.9051 | 0.8674 | 0.7299 | 0.8694 | 0.6863 | 0.7588 | 0.4304 | 0.7993 | 0.7244 | 0.7014 | +| 0.113 | 14.59 | 5400 | 0.5308 | 0.7129 | 0.8127 | 0.8843 | 0.9455 | 0.8141 | 0.8665 | 0.4971 | 0.9079 | 0.8915 | 0.7665 | 0.8802 | 0.6843 | 0.7596 | 0.4138 | 0.7984 | 0.7216 | 0.7324 | +| 0.1371 | 14.65 | 5420 | 0.5215 | 0.7049 | 0.8004 | 0.8832 | 0.9513 | 0.8307 | 0.8734 | 0.4225 | 0.9123 | 0.8422 | 0.7706 | 0.8758 | 0.6785 | 0.7591 | 0.3686 | 0.7989 | 0.7192 | 0.7343 | +| 0.3141 | 14.7 | 5440 | 0.5218 | 0.7074 | 0.8086 | 0.8841 | 0.9417 | 0.8431 | 0.8839 | 0.4166 | 0.9078 | 0.8989 | 0.7681 | 0.8791 | 0.6841 | 0.7610 | 0.3773 | 0.8015 | 0.7162 | 0.7323 | +| 0.1709 | 14.76 | 5460 | 0.4785 | 0.7180 | 0.8145 | 0.8884 | 0.9507 | 0.8185 | 0.8664 | 0.4890 | 0.9110 | 0.8789 | 0.7870 | 0.8803 | 0.6828 | 0.7678 | 0.4081 | 0.8093 | 0.7288 | 0.7491 | +| 0.1482 | 14.81 | 5480 | 0.4938 | 0.7181 | 0.8246 | 0.8870 | 0.9412 | 0.8479 | 0.8573 | 0.5339 | 0.9079 | 0.8986 | 0.7853 | 0.8802 | 0.6792 | 0.7679 | 0.4275 | 0.8084 | 0.7177 | 0.7458 | +| 0.1614 | 14.86 | 5500 | 0.4950 | 0.7201 | 0.8244 | 0.8881 | 0.9428 | 0.8397 | 0.8713 | 0.5426 | 0.9109 | 0.8743 | 0.7891 | 0.8791 | 0.6815 | 0.7697 | 0.4200 | 0.8099 | 0.7285 | 0.7520 | +| 0.9558 | 14.92 | 5520 | 0.4832 | 0.7250 | 0.8235 | 0.8908 | 0.9528 | 0.8248 | 0.8712 | 0.5252 | 0.9005 | 0.8763 | 0.8140 | 0.8778 | 0.6849 | 0.7681 | 0.4287 | 0.8141 | 0.7253 | 0.7760 | +| 0.1639 | 14.97 | 5540 | 0.4675 | 0.7237 | 0.8223 | 0.8900 | 0.9493 | 0.8379 | 0.8569 | 0.5267 | 0.9136 | 0.8845 | 0.7875 | 0.8788 | 0.6820 | 0.7721 | 0.4330 | 0.8138 | 0.7322 | 0.7539 | +| 0.2244 | 15.03 | 5560 | 0.4465 | 0.7242 | 0.8188 | 0.8913 | 0.9494 | 0.8069 | 0.8736 | 0.5314 | 0.9218 | 0.8570 | 0.7915 | 0.8778 | 0.6772 | 0.7719 | 0.4264 | 0.8195 | 0.7391 | 0.7573 | +| 0.1792 | 15.08 | 5580 | 0.4587 | 0.7288 | 0.8168 | 0.8937 | 0.9528 | 0.7940 | 0.8580 | 0.5126 | 0.9221 | 0.8627 | 0.8152 | 0.8767 | 0.6833 | 0.7738 | 0.4250 | 0.8207 | 0.7437 | 0.7785 | +| 0.1632 | 15.14 | 5600 | 0.4949 | 0.7247 | 0.8112 | 0.8912 | 0.9464 | 0.8191 | 0.8799 | 0.4828 | 0.9362 | 0.8244 | 0.7895 | 0.8750 | 0.6915 | 0.7770 | 0.4215 | 0.8169 | 0.7372 | 0.7541 | +| 0.1682 | 15.19 | 5620 | 0.4614 | 0.7352 | 0.8293 | 0.8963 | 0.9456 | 0.8247 | 0.8888 | 0.5385 | 0.9194 | 0.8586 | 0.8294 | 0.8743 | 0.6888 | 0.7706 | 0.4456 | 0.8324 | 0.7414 | 0.7936 | +| 0.0872 | 15.24 | 5640 | 0.4925 | 0.7254 | 0.8245 | 0.8910 | 0.9493 | 0.8148 | 0.8935 | 0.5297 | 0.8996 | 0.8640 | 0.8208 | 0.8722 | 0.6820 | 0.7673 | 0.4316 | 0.8197 | 0.7191 | 0.7859 | +| 0.1775 | 15.3 | 5660 | 0.5081 | 0.7243 | 0.8243 | 0.8899 | 0.9489 | 0.8139 | 0.8769 | 0.5402 | 0.8986 | 0.8709 | 0.8208 | 0.8734 | 0.6832 | 0.7708 | 0.4370 | 0.8161 | 0.7028 | 0.7869 | +| 0.0841 | 15.35 | 5680 | 0.5488 | 0.7109 | 0.8155 | 0.8808 | 0.9515 | 0.8092 | 0.8628 | 0.5433 | 0.8878 | 0.8921 | 0.7621 | 0.8709 | 0.6787 | 0.7674 | 0.4393 | 0.7958 | 0.6944 | 0.7297 | +| 0.1122 | 15.41 | 5700 | 0.5543 | 0.7054 | 0.8061 | 0.8805 | 0.9511 | 0.8116 | 0.8649 | 0.5180 | 0.9127 | 0.8522 | 0.7325 | 0.8724 | 0.6796 | 0.7698 | 0.4223 | 0.8059 | 0.6868 | 0.7009 | +| 0.1993 | 15.46 | 5720 | 0.5177 | 0.7158 | 0.8148 | 0.8845 | 0.9460 | 0.8084 | 0.8672 | 0.5195 | 0.9054 | 0.8827 | 0.7748 | 0.8746 | 0.6815 | 0.7720 | 0.4406 | 0.8033 | 0.6999 | 0.7390 | +| 0.0915 | 15.51 | 5740 | 0.4926 | 0.7269 | 0.8195 | 0.8926 | 0.9543 | 0.8048 | 0.8721 | 0.5067 | 0.9070 | 0.8705 | 0.8209 | 0.8722 | 0.6812 | 0.7736 | 0.4339 | 0.8245 | 0.7194 | 0.7840 | +| 0.1622 | 15.57 | 5760 | 0.4791 | 0.7249 | 0.8201 | 0.8926 | 0.9443 | 0.8324 | 0.8663 | 0.4911 | 0.9170 | 0.8504 | 0.8394 | 0.8724 | 0.6812 | 0.7699 | 0.4131 | 0.8251 | 0.7191 | 0.7935 | +| 0.0614 | 15.62 | 5780 | 0.4569 | 0.7331 | 0.8331 | 0.8950 | 0.9436 | 0.8198 | 0.8807 | 0.5573 | 0.9056 | 0.8760 | 0.8489 | 0.8775 | 0.6837 | 0.7662 | 0.4476 | 0.8260 | 0.7218 | 0.8086 | +| 0.1372 | 15.68 | 5800 | 0.5126 | 0.7160 | 0.8237 | 0.8824 | 0.9411 | 0.8218 | 0.8873 | 0.5416 | 0.8821 | 0.8988 | 0.7929 | 0.8731 | 0.6832 | 0.7698 | 0.4406 | 0.7900 | 0.6973 | 0.7580 | +| 0.1055 | 15.73 | 5820 | 0.5358 | 0.7106 | 0.8066 | 0.8831 | 0.9504 | 0.7913 | 0.8835 | 0.4953 | 0.9073 | 0.8540 | 0.7643 | 0.8777 | 0.6850 | 0.7731 | 0.4257 | 0.8016 | 0.6824 | 0.7286 | +| 0.1022 | 15.78 | 5840 | 0.5055 | 0.7157 | 0.8227 | 0.8847 | 0.9451 | 0.8186 | 0.8651 | 0.5727 | 0.8983 | 0.8611 | 0.7978 | 0.8791 | 0.6862 | 0.7720 | 0.4170 | 0.8008 | 0.6971 | 0.7577 | +| 0.1283 | 15.84 | 5860 | 0.4868 | 0.7249 | 0.8213 | 0.8912 | 0.9564 | 0.7839 | 0.8817 | 0.5548 | 0.8999 | 0.8506 | 0.8218 | 0.8767 | 0.6824 | 0.7717 | 0.4232 | 0.8163 | 0.7153 | 0.7886 | +| 0.1489 | 15.89 | 5880 | 0.4910 | 0.7252 | 0.8211 | 0.8910 | 0.9491 | 0.8177 | 0.8487 | 0.5199 | 0.9098 | 0.8839 | 0.8183 | 0.8814 | 0.6875 | 0.7682 | 0.4325 | 0.8119 | 0.7123 | 0.7822 | +| 0.2806 | 15.95 | 5900 | 0.4945 | 0.7297 | 0.8298 | 0.8933 | 0.9473 | 0.8097 | 0.8824 | 0.5494 | 0.8988 | 0.8796 | 0.8414 | 0.8799 | 0.6878 | 0.7684 | 0.4345 | 0.8182 | 0.7140 | 0.8054 | +| 0.1371 | 16.0 | 5920 | 0.5251 | 0.7197 | 0.8139 | 0.8887 | 0.9426 | 0.8010 | 0.8877 | 0.4943 | 0.9202 | 0.8620 | 0.7895 | 0.8796 | 0.6862 | 0.7629 | 0.4191 | 0.8097 | 0.7264 | 0.7541 | +| 0.0901 | 16.05 | 5940 | 0.4934 | 0.7210 | 0.8157 | 0.8892 | 0.9472 | 0.8042 | 0.8829 | 0.5010 | 0.9141 | 0.8691 | 0.7911 | 0.8806 | 0.6862 | 0.7677 | 0.4226 | 0.8096 | 0.7254 | 0.7548 | +| 0.1659 | 16.11 | 5960 | 0.5388 | 0.7135 | 0.8112 | 0.8853 | 0.9461 | 0.8085 | 0.8836 | 0.4980 | 0.9167 | 0.8690 | 0.7566 | 0.8772 | 0.6831 | 0.7642 | 0.4175 | 0.8082 | 0.7187 | 0.7255 | +| 0.1072 | 16.16 | 5980 | 0.5588 | 0.7167 | 0.8174 | 0.8839 | 0.9342 | 0.8372 | 0.8710 | 0.5212 | 0.9190 | 0.8699 | 0.7694 | 0.8747 | 0.6831 | 0.7671 | 0.4372 | 0.7971 | 0.7244 | 0.7334 | +| 0.6106 | 16.22 | 6000 | 0.5587 | 0.7181 | 0.8198 | 0.8845 | 0.9434 | 0.8296 | 0.8722 | 0.5424 | 0.9078 | 0.8786 | 0.7648 | 0.8786 | 0.6844 | 0.7671 | 0.4477 | 0.7972 | 0.7247 | 0.7266 | +| 0.1578 | 16.27 | 6020 | 0.5023 | 0.7234 | 0.8220 | 0.8891 | 0.9409 | 0.8351 | 0.8720 | 0.5270 | 0.9195 | 0.8711 | 0.7885 | 0.8785 | 0.6842 | 0.7670 | 0.4469 | 0.8123 | 0.7247 | 0.7502 | +| 0.0939 | 16.32 | 6040 | 0.5277 | 0.7183 | 0.8133 | 0.8870 | 0.9397 | 0.8046 | 0.8750 | 0.5381 | 0.9354 | 0.8350 | 0.7648 | 0.8789 | 0.6819 | 0.7673 | 0.4435 | 0.8116 | 0.7149 | 0.7299 | +| 0.0552 | 16.38 | 6060 | 0.5900 | 0.7183 | 0.8119 | 0.8867 | 0.9528 | 0.7929 | 0.8738 | 0.5445 | 0.9230 | 0.8467 | 0.7495 | 0.8734 | 0.6803 | 0.7708 | 0.4422 | 0.8140 | 0.7257 | 0.7216 | +| 0.156 | 16.43 | 6080 | 0.5169 | 0.7219 | 0.8231 | 0.8887 | 0.9471 | 0.8251 | 0.8793 | 0.5582 | 0.9132 | 0.8552 | 0.7836 | 0.8762 | 0.6823 | 0.7677 | 0.4377 | 0.8157 | 0.7242 | 0.7494 | +| 0.1466 | 16.49 | 6100 | 0.5293 | 0.7191 | 0.8131 | 0.8874 | 0.9439 | 0.7994 | 0.8523 | 0.5236 | 0.9240 | 0.8622 | 0.7863 | 0.8729 | 0.6835 | 0.7682 | 0.4200 | 0.8108 | 0.7252 | 0.7531 | +| 0.0852 | 16.54 | 6120 | 0.5317 | 0.7181 | 0.8130 | 0.8870 | 0.9379 | 0.8027 | 0.8648 | 0.5091 | 0.9258 | 0.8599 | 0.7908 | 0.8729 | 0.6826 | 0.7639 | 0.4151 | 0.8087 | 0.7277 | 0.7560 | +| 0.4519 | 16.59 | 6140 | 0.5177 | 0.7214 | 0.8213 | 0.8892 | 0.9425 | 0.8270 | 0.8827 | 0.5092 | 0.9116 | 0.8816 | 0.7944 | 0.8768 | 0.6819 | 0.7646 | 0.4260 | 0.8139 | 0.7273 | 0.7592 | +| 0.0944 | 16.65 | 6160 | 0.5116 | 0.7197 | 0.8169 | 0.8884 | 0.9431 | 0.8113 | 0.8838 | 0.5071 | 0.9154 | 0.8653 | 0.7923 | 0.8761 | 0.6829 | 0.7623 | 0.4193 | 0.8116 | 0.7286 | 0.7574 | +| 0.0866 | 16.7 | 6180 | 0.5518 | 0.7121 | 0.8173 | 0.8824 | 0.9349 | 0.8215 | 0.8803 | 0.5341 | 0.9130 | 0.8797 | 0.7574 | 0.8735 | 0.6830 | 0.7632 | 0.4301 | 0.8022 | 0.7068 | 0.7263 | +| 0.1709 | 16.76 | 6200 | 0.5418 | 0.7124 | 0.8147 | 0.8834 | 0.9373 | 0.8074 | 0.8946 | 0.5317 | 0.9159 | 0.8523 | 0.7637 | 0.8738 | 0.6838 | 0.7671 | 0.4277 | 0.8068 | 0.6988 | 0.7286 | +| 0.1937 | 16.81 | 6220 | 0.5486 | 0.7134 | 0.8134 | 0.8843 | 0.9376 | 0.8241 | 0.8861 | 0.5029 | 0.9209 | 0.8619 | 0.7600 | 0.8735 | 0.6849 | 0.7700 | 0.4306 | 0.8101 | 0.6983 | 0.7264 | +| 2.8929 | 16.86 | 6240 | 0.5439 | 0.7128 | 0.8114 | 0.8842 | 0.9407 | 0.8229 | 0.8945 | 0.4935 | 0.9189 | 0.8496 | 0.7597 | 0.8731 | 0.6855 | 0.7738 | 0.4234 | 0.8083 | 0.7000 | 0.7255 | +| 0.0648 | 16.92 | 6260 | 0.4885 | 0.7168 | 0.8199 | 0.8846 | 0.9396 | 0.8333 | 0.8732 | 0.5511 | 0.9166 | 0.8625 | 0.7629 | 0.8735 | 0.6843 | 0.7725 | 0.4493 | 0.8092 | 0.7019 | 0.7271 | +| 0.1542 | 16.97 | 6280 | 0.5452 | 0.7158 | 0.8174 | 0.8834 | 0.9369 | 0.8164 | 0.8900 | 0.5580 | 0.9196 | 0.8416 | 0.7590 | 0.8737 | 0.6874 | 0.7707 | 0.4474 | 0.8033 | 0.7025 | 0.7255 | +| 0.0902 | 17.03 | 6300 | 0.5273 | 0.7207 | 0.8175 | 0.8859 | 0.9384 | 0.8322 | 0.8773 | 0.5288 | 0.9223 | 0.8490 | 0.7743 | 0.8735 | 0.6886 | 0.7738 | 0.4484 | 0.8033 | 0.7189 | 0.7383 | +| 0.1217 | 17.08 | 6320 | 0.4770 | 0.7303 | 0.8247 | 0.8930 | 0.9520 | 0.8060 | 0.8844 | 0.5436 | 0.9072 | 0.8574 | 0.8222 | 0.8776 | 0.6872 | 0.7754 | 0.4432 | 0.8183 | 0.7297 | 0.7811 | +| 0.0718 | 17.14 | 6340 | 0.4914 | 0.7325 | 0.8319 | 0.8942 | 0.9450 | 0.8564 | 0.8866 | 0.5467 | 0.9128 | 0.8454 | 0.8305 | 0.8794 | 0.6865 | 0.7745 | 0.4518 | 0.8209 | 0.7239 | 0.7906 | +| 0.2373 | 17.19 | 6360 | 0.5114 | 0.7229 | 0.8156 | 0.8895 | 0.9504 | 0.8186 | 0.8944 | 0.4887 | 0.9133 | 0.8611 | 0.7828 | 0.8782 | 0.6909 | 0.7748 | 0.4303 | 0.8105 | 0.7273 | 0.7484 | +| 0.7583 | 17.24 | 6380 | 0.5510 | 0.7158 | 0.8129 | 0.8861 | 0.9501 | 0.8350 | 0.8750 | 0.4921 | 0.9151 | 0.8634 | 0.7598 | 0.8797 | 0.6886 | 0.7707 | 0.4283 | 0.8077 | 0.7103 | 0.7253 | +| 0.1402 | 17.3 | 6400 | 0.5501 | 0.7149 | 0.8142 | 0.8850 | 0.9456 | 0.8124 | 0.8784 | 0.5115 | 0.9104 | 0.8760 | 0.7648 | 0.8792 | 0.6885 | 0.7677 | 0.4378 | 0.8073 | 0.6987 | 0.7254 | +| 0.0813 | 17.35 | 6420 | 0.5124 | 0.7195 | 0.8216 | 0.8861 | 0.9435 | 0.8357 | 0.8774 | 0.5315 | 0.9048 | 0.8732 | 0.7853 | 0.8788 | 0.6874 | 0.7696 | 0.4431 | 0.8025 | 0.7107 | 0.7446 | +| 0.1085 | 17.41 | 6440 | 0.4813 | 0.7305 | 0.8236 | 0.8939 | 0.9471 | 0.8276 | 0.8798 | 0.5244 | 0.9222 | 0.8503 | 0.8138 | 0.8796 | 0.6875 | 0.7734 | 0.4411 | 0.8217 | 0.7377 | 0.7727 | +| 0.1439 | 17.46 | 6460 | 0.5327 | 0.7248 | 0.8146 | 0.8911 | 0.9400 | 0.8298 | 0.8716 | 0.4727 | 0.9351 | 0.8639 | 0.7888 | 0.8763 | 0.6880 | 0.7723 | 0.4196 | 0.8154 | 0.7514 | 0.7505 | +| 0.0652 | 17.51 | 6480 | 0.4739 | 0.7331 | 0.8298 | 0.8935 | 0.9517 | 0.8073 | 0.8871 | 0.5477 | 0.8962 | 0.8921 | 0.8267 | 0.8786 | 0.6847 | 0.7770 | 0.4611 | 0.8168 | 0.7270 | 0.7864 | +| 0.1091 | 17.57 | 6500 | 0.4763 | 0.7287 | 0.8306 | 0.8907 | 0.9489 | 0.8213 | 0.8759 | 0.5751 | 0.8972 | 0.8800 | 0.8160 | 0.8811 | 0.6868 | 0.7772 | 0.4570 | 0.8092 | 0.7115 | 0.7779 | +| 0.4689 | 17.62 | 6520 | 0.4656 | 0.7248 | 0.8241 | 0.8897 | 0.9414 | 0.8117 | 0.8613 | 0.5546 | 0.9115 | 0.8665 | 0.8218 | 0.8764 | 0.6897 | 0.7702 | 0.4206 | 0.8104 | 0.7284 | 0.7778 | +| 0.126 | 17.68 | 6540 | 0.4826 | 0.7219 | 0.8210 | 0.8898 | 0.9419 | 0.8082 | 0.8646 | 0.5306 | 0.9128 | 0.8680 | 0.8207 | 0.8767 | 0.6899 | 0.7575 | 0.4034 | 0.8148 | 0.7357 | 0.7754 | +| 0.1497 | 17.73 | 6560 | 0.5100 | 0.7211 | 0.8117 | 0.8894 | 0.9488 | 0.8191 | 0.8843 | 0.4794 | 0.9243 | 0.8461 | 0.7800 | 0.8769 | 0.6926 | 0.7741 | 0.4011 | 0.8110 | 0.7498 | 0.7419 | +| 0.1546 | 17.78 | 6580 | 0.4865 | 0.7209 | 0.8199 | 0.8887 | 0.9426 | 0.8249 | 0.8755 | 0.5045 | 0.9116 | 0.8858 | 0.7945 | 0.8804 | 0.6906 | 0.7710 | 0.4120 | 0.8074 | 0.7293 | 0.7560 | +| 0.1639 | 17.84 | 6600 | 0.5077 | 0.7254 | 0.8190 | 0.8932 | 0.9488 | 0.8178 | 0.8878 | 0.4842 | 0.9149 | 0.8586 | 0.8208 | 0.8801 | 0.6900 | 0.7609 | 0.4069 | 0.8209 | 0.7346 | 0.7841 | +| 0.3673 | 17.89 | 6620 | 0.5128 | 0.7242 | 0.8186 | 0.8915 | 0.9463 | 0.8168 | 0.8871 | 0.5067 | 0.9217 | 0.8563 | 0.7954 | 0.8810 | 0.6900 | 0.7684 | 0.4188 | 0.8171 | 0.7352 | 0.7591 | +| 0.1978 | 17.95 | 6640 | 0.5142 | 0.7217 | 0.8170 | 0.8893 | 0.9472 | 0.8285 | 0.8718 | 0.4931 | 0.9168 | 0.8795 | 0.7824 | 0.8788 | 0.6864 | 0.7676 | 0.4239 | 0.8117 | 0.7397 | 0.7434 | +| 0.1925 | 18.0 | 6660 | 0.5152 | 0.7298 | 0.8267 | 0.8925 | 0.9490 | 0.8242 | 0.8814 | 0.5430 | 0.9099 | 0.8722 | 0.8072 | 0.8773 | 0.6874 | 0.7708 | 0.4438 | 0.8181 | 0.7407 | 0.7707 | +| 0.1153 | 18.05 | 6680 | 0.4866 | 0.7342 | 0.8234 | 0.8971 | 0.9492 | 0.7931 | 0.8895 | 0.5085 | 0.9157 | 0.8595 | 0.8483 | 0.8780 | 0.6837 | 0.7701 | 0.4364 | 0.8295 | 0.7339 | 0.8075 | +| 0.0899 | 18.11 | 6700 | 0.4887 | 0.7338 | 0.8318 | 0.8960 | 0.9459 | 0.8300 | 0.8650 | 0.5456 | 0.9127 | 0.8827 | 0.8406 | 0.8802 | 0.6827 | 0.7705 | 0.4455 | 0.8274 | 0.7293 | 0.8008 | +| 0.2589 | 18.16 | 6720 | 0.4892 | 0.7323 | 0.8291 | 0.8945 | 0.9486 | 0.8144 | 0.8825 | 0.5375 | 0.9046 | 0.8833 | 0.8332 | 0.8810 | 0.6896 | 0.7695 | 0.4447 | 0.8210 | 0.7255 | 0.7944 | +| 0.1197 | 18.22 | 6740 | 0.5024 | 0.7249 | 0.8207 | 0.8899 | 0.9513 | 0.8139 | 0.8668 | 0.5448 | 0.9104 | 0.8543 | 0.8037 | 0.8796 | 0.6902 | 0.7629 | 0.4414 | 0.8111 | 0.7264 | 0.7629 | +| 0.1703 | 18.27 | 6760 | 0.5068 | 0.7253 | 0.8255 | 0.8890 | 0.9485 | 0.8050 | 0.8485 | 0.5965 | 0.9106 | 0.8742 | 0.7949 | 0.8806 | 0.6880 | 0.7666 | 0.4513 | 0.8089 | 0.7253 | 0.7563 | +| 0.1416 | 18.32 | 6780 | 0.5116 | 0.7238 | 0.8234 | 0.8890 | 0.9468 | 0.8031 | 0.8735 | 0.5668 | 0.9109 | 0.8755 | 0.7871 | 0.8816 | 0.6887 | 0.7692 | 0.4442 | 0.8105 | 0.7240 | 0.7484 | +| 0.2357 | 18.38 | 6800 | 0.4785 | 0.7263 | 0.8257 | 0.8907 | 0.9481 | 0.8063 | 0.8624 | 0.5775 | 0.9122 | 0.8718 | 0.8016 | 0.8816 | 0.6879 | 0.7647 | 0.4400 | 0.8146 | 0.7345 | 0.7604 | +| 0.1692 | 18.43 | 6820 | 0.4507 | 0.7336 | 0.8321 | 0.8952 | 0.9472 | 0.8108 | 0.8720 | 0.5805 | 0.9127 | 0.8687 | 0.8325 | 0.8811 | 0.6865 | 0.7715 | 0.4468 | 0.8257 | 0.7338 | 0.7898 | +| 0.1097 | 18.49 | 6840 | 0.4794 | 0.7333 | 0.8299 | 0.8953 | 0.9486 | 0.7926 | 0.8754 | 0.5718 | 0.9088 | 0.8714 | 0.8407 | 0.8762 | 0.6819 | 0.7697 | 0.4426 | 0.8279 | 0.7329 | 0.8021 | +| 0.1896 | 18.54 | 6860 | 0.5163 | 0.7141 | 0.8230 | 0.8832 | 0.9360 | 0.7966 | 0.8850 | 0.5660 | 0.8949 | 0.8898 | 0.7928 | 0.8737 | 0.6814 | 0.7653 | 0.4298 | 0.8035 | 0.7004 | 0.7450 | +| 0.1161 | 18.59 | 6880 | 0.5188 | 0.7164 | 0.8111 | 0.8873 | 0.9524 | 0.7999 | 0.8748 | 0.5150 | 0.9185 | 0.8481 | 0.7693 | 0.8763 | 0.6808 | 0.7721 | 0.4248 | 0.8156 | 0.7120 | 0.7332 | +| 0.1457 | 18.65 | 6900 | 0.5094 | 0.7163 | 0.8214 | 0.8858 | 0.9379 | 0.8260 | 0.8810 | 0.5706 | 0.9231 | 0.8455 | 0.7658 | 0.8780 | 0.6832 | 0.7630 | 0.4432 | 0.8157 | 0.7021 | 0.7291 | +| 0.074 | 18.7 | 6920 | 0.5089 | 0.7152 | 0.8230 | 0.8845 | 0.9461 | 0.8254 | 0.8721 | 0.5581 | 0.8992 | 0.8954 | 0.7646 | 0.8793 | 0.6885 | 0.7624 | 0.4443 | 0.8106 | 0.6965 | 0.7247 | +| 0.0944 | 18.76 | 6940 | 0.5005 | 0.7185 | 0.8221 | 0.8853 | 0.9334 | 0.8362 | 0.8707 | 0.5501 | 0.9182 | 0.8642 | 0.7822 | 0.8718 | 0.6885 | 0.7623 | 0.4349 | 0.8074 | 0.7200 | 0.7444 | +| 0.1743 | 18.81 | 6960 | 0.5052 | 0.7221 | 0.8193 | 0.8884 | 0.9463 | 0.8099 | 0.8844 | 0.5297 | 0.9108 | 0.8656 | 0.7886 | 0.8747 | 0.6858 | 0.7627 | 0.4372 | 0.8120 | 0.7296 | 0.7527 | +| 0.0786 | 18.86 | 6980 | 0.5417 | 0.7102 | 0.8172 | 0.8817 | 0.9322 | 0.8292 | 0.8613 | 0.5575 | 0.9211 | 0.8579 | 0.7613 | 0.8718 | 0.6816 | 0.7575 | 0.4297 | 0.8062 | 0.6984 | 0.7265 | +| 0.1497 | 18.92 | 7000 | 0.4958 | 0.7216 | 0.8254 | 0.8864 | 0.9435 | 0.8290 | 0.8716 | 0.5538 | 0.8988 | 0.8889 | 0.7922 | 0.8717 | 0.6840 | 0.7687 | 0.4485 | 0.8067 | 0.7188 | 0.7530 | +| 0.1378 | 18.97 | 7020 | 0.5228 | 0.7259 | 0.8238 | 0.8902 | 0.9509 | 0.8141 | 0.8692 | 0.5612 | 0.9107 | 0.8689 | 0.7917 | 0.8786 | 0.6847 | 0.7734 | 0.4483 | 0.8139 | 0.7239 | 0.7587 | +| 0.1311 | 19.03 | 7040 | 0.4866 | 0.7274 | 0.8310 | 0.8900 | 0.9439 | 0.8333 | 0.8735 | 0.5742 | 0.9005 | 0.8708 | 0.8211 | 0.8732 | 0.6860 | 0.7738 | 0.4400 | 0.8116 | 0.7229 | 0.7844 | +| 0.1454 | 19.08 | 7060 | 0.4845 | 0.7317 | 0.8286 | 0.8929 | 0.9456 | 0.8190 | 0.8716 | 0.5517 | 0.9063 | 0.8684 | 0.8378 | 0.8727 | 0.6878 | 0.7746 | 0.4425 | 0.8183 | 0.7280 | 0.7979 | +| 0.1215 | 19.14 | 7080 | 0.5578 | 0.7173 | 0.8215 | 0.8844 | 0.9362 | 0.8271 | 0.8733 | 0.5648 | 0.9180 | 0.8708 | 0.7605 | 0.8748 | 0.6848 | 0.7757 | 0.4526 | 0.8074 | 0.7023 | 0.7238 | +| 0.1733 | 19.19 | 7100 | 0.5758 | 0.7151 | 0.8126 | 0.8840 | 0.9434 | 0.8032 | 0.8686 | 0.5321 | 0.9184 | 0.8657 | 0.7569 | 0.8735 | 0.6836 | 0.7695 | 0.4483 | 0.8074 | 0.7009 | 0.7227 | +| 0.0956 | 19.24 | 7120 | 0.5478 | 0.7163 | 0.8184 | 0.8849 | 0.9477 | 0.8340 | 0.8616 | 0.5424 | 0.9115 | 0.8760 | 0.7557 | 0.8757 | 0.6866 | 0.7741 | 0.4477 | 0.8107 | 0.6961 | 0.7229 | +| 0.1144 | 19.3 | 7140 | 0.5789 | 0.7141 | 0.8140 | 0.8856 | 0.9517 | 0.8162 | 0.8838 | 0.5168 | 0.9127 | 0.8732 | 0.7437 | 0.8764 | 0.6866 | 0.7756 | 0.4273 | 0.8163 | 0.7046 | 0.7121 | +| 0.0828 | 19.35 | 7160 | 0.5795 | 0.7170 | 0.8156 | 0.8876 | 0.9472 | 0.8291 | 0.8759 | 0.5119 | 0.9226 | 0.8665 | 0.7564 | 0.8813 | 0.6862 | 0.7769 | 0.4294 | 0.8160 | 0.7058 | 0.7231 | +| 0.0687 | 19.41 | 7180 | 0.5686 | 0.7154 | 0.8117 | 0.8865 | 0.9477 | 0.7988 | 0.8613 | 0.5266 | 0.9248 | 0.8658 | 0.7568 | 0.8813 | 0.6824 | 0.7724 | 0.4327 | 0.8126 | 0.7030 | 0.7233 | +| 0.1395 | 19.46 | 7200 | 0.5835 | 0.7151 | 0.8160 | 0.8849 | 0.9492 | 0.8137 | 0.8674 | 0.5327 | 0.9087 | 0.8845 | 0.7556 | 0.8781 | 0.6850 | 0.7740 | 0.4411 | 0.8095 | 0.6974 | 0.7206 | +| 0.1072 | 19.51 | 7220 | 0.5384 | 0.7129 | 0.8160 | 0.8842 | 0.9497 | 0.8382 | 0.8495 | 0.5469 | 0.9164 | 0.8634 | 0.7483 | 0.8757 | 0.6841 | 0.7732 | 0.4277 | 0.8118 | 0.7020 | 0.7156 | +| 0.0705 | 19.57 | 7240 | 0.5240 | 0.7166 | 0.8148 | 0.8862 | 0.9510 | 0.8087 | 0.8751 | 0.5294 | 0.9124 | 0.8659 | 0.7612 | 0.8788 | 0.6908 | 0.7709 | 0.4341 | 0.8119 | 0.7011 | 0.7285 | +| 0.1924 | 19.62 | 7260 | 0.5222 | 0.7182 | 0.8179 | 0.8869 | 0.9494 | 0.8363 | 0.8751 | 0.5218 | 0.9142 | 0.8682 | 0.7605 | 0.8798 | 0.6900 | 0.7724 | 0.4420 | 0.8130 | 0.7035 | 0.7267 | +| 0.0711 | 19.68 | 7280 | 0.5092 | 0.7208 | 0.8212 | 0.8879 | 0.9444 | 0.8343 | 0.8651 | 0.5372 | 0.9173 | 0.8744 | 0.7753 | 0.8823 | 0.6886 | 0.7731 | 0.4464 | 0.8114 | 0.7062 | 0.7378 | +| 0.1801 | 19.73 | 7300 | 0.4822 | 0.7299 | 0.8289 | 0.8926 | 0.9455 | 0.8012 | 0.8879 | 0.5815 | 0.9108 | 0.8541 | 0.8213 | 0.8809 | 0.6865 | 0.7735 | 0.4426 | 0.8163 | 0.7270 | 0.7827 | +| 0.1059 | 19.78 | 7320 | 0.4786 | 0.7355 | 0.8341 | 0.8964 | 0.9465 | 0.8363 | 0.8677 | 0.5692 | 0.9157 | 0.8635 | 0.8394 | 0.8792 | 0.6817 | 0.7738 | 0.4513 | 0.8289 | 0.7307 | 0.8030 | +| 1.8411 | 19.84 | 7340 | 0.5175 | 0.7341 | 0.8313 | 0.8952 | 0.9529 | 0.8020 | 0.8914 | 0.5669 | 0.9008 | 0.8711 | 0.8339 | 0.8795 | 0.6810 | 0.7727 | 0.4574 | 0.8237 | 0.7244 | 0.7998 | +| 1.7101 | 19.89 | 7360 | 0.5295 | 0.7327 | 0.8368 | 0.8942 | 0.9439 | 0.8316 | 0.8818 | 0.5814 | 0.9034 | 0.8815 | 0.8340 | 0.8802 | 0.6786 | 0.7720 | 0.4525 | 0.8207 | 0.7249 | 0.8003 | +| 0.089 | 19.95 | 7380 | 0.4847 | 0.7316 | 0.8318 | 0.8943 | 0.9423 | 0.7977 | 0.8840 | 0.5653 | 0.9044 | 0.8823 | 0.8468 | 0.8800 | 0.6732 | 0.7581 | 0.4550 | 0.8217 | 0.7251 | 0.8079 | +| 0.2122 | 20.0 | 7400 | 0.4957 | 0.7262 | 0.8322 | 0.8912 | 0.9466 | 0.7874 | 0.8737 | 0.6017 | 0.8921 | 0.8826 | 0.8415 | 0.8802 | 0.6705 | 0.7617 | 0.4411 | 0.8144 | 0.7114 | 0.8046 | +| 0.1163 | 20.05 | 7420 | 0.4751 | 0.7302 | 0.8361 | 0.8931 | 0.9460 | 0.8175 | 0.8749 | 0.5942 | 0.8950 | 0.8753 | 0.8495 | 0.8800 | 0.6827 | 0.7634 | 0.4388 | 0.8189 | 0.7180 | 0.8099 | +| 0.1322 | 20.11 | 7440 | 0.4809 | 0.7343 | 0.8363 | 0.8949 | 0.9439 | 0.8231 | 0.8823 | 0.5715 | 0.9006 | 0.8841 | 0.8487 | 0.8793 | 0.6789 | 0.7647 | 0.4623 | 0.8228 | 0.7209 | 0.8108 | +| 0.163 | 20.16 | 7460 | 0.4699 | 0.7318 | 0.8255 | 0.8947 | 0.9435 | 0.7919 | 0.8711 | 0.5605 | 0.9224 | 0.8536 | 0.8358 | 0.8808 | 0.6741 | 0.7648 | 0.4605 | 0.8241 | 0.7274 | 0.7912 | +| 0.0845 | 20.22 | 7480 | 0.4678 | 0.7330 | 0.8274 | 0.8957 | 0.9472 | 0.8095 | 0.8836 | 0.5501 | 0.9185 | 0.8492 | 0.8339 | 0.8821 | 0.6801 | 0.7699 | 0.4498 | 0.8245 | 0.7279 | 0.7967 | +| 0.066 | 20.27 | 7500 | 0.4627 | 0.7390 | 0.8320 | 0.8987 | 0.9465 | 0.7927 | 0.8875 | 0.5570 | 0.9104 | 0.8529 | 0.8768 | 0.8846 | 0.6828 | 0.7732 | 0.4529 | 0.8257 | 0.7332 | 0.8208 | +| 0.2855 | 20.32 | 7520 | 0.4541 | 0.7441 | 0.8336 | 0.9017 | 0.9494 | 0.8038 | 0.8756 | 0.5441 | 0.9161 | 0.8675 | 0.8787 | 0.8845 | 0.6878 | 0.7759 | 0.4540 | 0.8331 | 0.7373 | 0.8360 | +| 0.1623 | 20.38 | 7540 | 0.4726 | 0.7357 | 0.8248 | 0.8983 | 0.9451 | 0.8020 | 0.8860 | 0.5050 | 0.9240 | 0.8613 | 0.8501 | 0.8830 | 0.6824 | 0.7736 | 0.4379 | 0.8286 | 0.7315 | 0.8126 | +| 0.0805 | 20.43 | 7560 | 0.4518 | 0.7355 | 0.8309 | 0.8982 | 0.9473 | 0.8429 | 0.8821 | 0.5069 | 0.9125 | 0.8675 | 0.8574 | 0.8834 | 0.6829 | 0.7742 | 0.4322 | 0.8270 | 0.7295 | 0.8195 | +| 0.0892 | 20.49 | 7580 | 0.4647 | 0.7269 | 0.8204 | 0.8926 | 0.9485 | 0.7750 | 0.8801 | 0.5361 | 0.9138 | 0.8776 | 0.8120 | 0.8845 | 0.6764 | 0.7730 | 0.4364 | 0.8140 | 0.7282 | 0.7756 | +| 0.0479 | 20.54 | 7600 | 0.4994 | 0.7207 | 0.8179 | 0.8888 | 0.9431 | 0.7955 | 0.8775 | 0.5400 | 0.9193 | 0.8557 | 0.7943 | 0.8803 | 0.6697 | 0.7697 | 0.4320 | 0.8091 | 0.7286 | 0.7554 | +| 0.0717 | 20.59 | 7620 | 0.4951 | 0.7279 | 0.8261 | 0.8926 | 0.9488 | 0.8292 | 0.8698 | 0.5462 | 0.9146 | 0.8661 | 0.8081 | 0.8810 | 0.6859 | 0.7741 | 0.4324 | 0.8186 | 0.7327 | 0.7705 | +| 0.4134 | 20.65 | 7640 | 0.5497 | 0.7189 | 0.8202 | 0.8875 | 0.9474 | 0.8428 | 0.8764 | 0.5258 | 0.9155 | 0.8723 | 0.7611 | 0.8812 | 0.6859 | 0.7786 | 0.4465 | 0.8147 | 0.6999 | 0.7256 | +| 1.3472 | 20.7 | 7660 | 0.5462 | 0.7156 | 0.8162 | 0.8852 | 0.9531 | 0.7985 | 0.8820 | 0.5465 | 0.9061 | 0.8840 | 0.7435 | 0.8804 | 0.6862 | 0.7779 | 0.4522 | 0.8126 | 0.6903 | 0.7097 | +| 0.1087 | 20.76 | 7680 | 0.5607 | 0.7188 | 0.8218 | 0.8866 | 0.9443 | 0.8418 | 0.8655 | 0.5463 | 0.9164 | 0.8772 | 0.7607 | 0.8812 | 0.6848 | 0.7749 | 0.4559 | 0.8126 | 0.6976 | 0.7243 | +| 0.0687 | 20.81 | 7700 | 0.5686 | 0.7147 | 0.8184 | 0.8846 | 0.9454 | 0.8356 | 0.8812 | 0.5270 | 0.9111 | 0.8838 | 0.7445 | 0.8796 | 0.6874 | 0.7739 | 0.4499 | 0.8118 | 0.6902 | 0.7102 | +| 0.1466 | 20.86 | 7720 | 0.5114 | 0.7294 | 0.8251 | 0.8930 | 0.9485 | 0.8343 | 0.8852 | 0.5219 | 0.9128 | 0.8603 | 0.8128 | 0.8810 | 0.6882 | 0.7740 | 0.4464 | 0.8180 | 0.7238 | 0.7742 | +| 0.1206 | 20.92 | 7740 | 0.4843 | 0.7334 | 0.8314 | 0.8953 | 0.9473 | 0.8198 | 0.8793 | 0.5627 | 0.9114 | 0.8636 | 0.8355 | 0.8820 | 0.6848 | 0.7750 | 0.4489 | 0.8235 | 0.7251 | 0.7947 | +| 0.2114 | 20.97 | 7760 | 0.4590 | 0.7344 | 0.8253 | 0.8974 | 0.9516 | 0.8009 | 0.8882 | 0.5215 | 0.9138 | 0.8504 | 0.8506 | 0.8810 | 0.6843 | 0.7767 | 0.4363 | 0.8288 | 0.7240 | 0.8093 | +| 0.1077 | 21.03 | 7780 | 0.4746 | 0.7342 | 0.8265 | 0.8976 | 0.9494 | 0.8226 | 0.8748 | 0.5081 | 0.9160 | 0.8608 | 0.8537 | 0.8809 | 0.6863 | 0.7763 | 0.4303 | 0.8306 | 0.7256 | 0.8096 | +| 0.1077 | 21.08 | 7800 | 0.4745 | 0.7311 | 0.8242 | 0.8961 | 0.9476 | 0.8301 | 0.8801 | 0.4826 | 0.9151 | 0.8762 | 0.8378 | 0.8810 | 0.6883 | 0.7719 | 0.4254 | 0.8270 | 0.7257 | 0.7984 | +| 0.1559 | 21.14 | 7820 | 0.5023 | 0.7318 | 0.8280 | 0.8947 | 0.9495 | 0.8289 | 0.8806 | 0.5277 | 0.9099 | 0.8731 | 0.8260 | 0.8812 | 0.6861 | 0.7727 | 0.4480 | 0.8230 | 0.7207 | 0.7907 | +| 0.1022 | 21.19 | 7840 | 0.4712 | 0.7370 | 0.8337 | 0.8973 | 0.9458 | 0.8162 | 0.8607 | 0.5465 | 0.9025 | 0.8809 | 0.8833 | 0.8847 | 0.6849 | 0.7667 | 0.4551 | 0.8237 | 0.7311 | 0.8129 | +| 0.1382 | 21.24 | 7860 | 0.5166 | 0.7272 | 0.8274 | 0.8935 | 0.9405 | 0.7601 | 0.8616 | 0.5688 | 0.9002 | 0.8737 | 0.8868 | 0.8843 | 0.6504 | 0.7605 | 0.4541 | 0.8203 | 0.7298 | 0.7908 | +| 0.0495 | 21.3 | 7880 | 0.4990 | 0.7369 | 0.8308 | 0.8973 | 0.9487 | 0.8126 | 0.8728 | 0.5573 | 0.9147 | 0.8584 | 0.8513 | 0.8814 | 0.6874 | 0.7736 | 0.4531 | 0.8279 | 0.7242 | 0.8110 | +| 0.1309 | 21.35 | 7900 | 0.4653 | 0.7381 | 0.8351 | 0.8976 | 0.9481 | 0.8190 | 0.8834 | 0.5699 | 0.9090 | 0.8629 | 0.8532 | 0.8817 | 0.6906 | 0.7731 | 0.4505 | 0.8276 | 0.7302 | 0.8131 | +| 0.2034 | 21.41 | 7920 | 0.4758 | 0.7366 | 0.8351 | 0.8974 | 0.9500 | 0.8361 | 0.8535 | 0.5739 | 0.9116 | 0.8660 | 0.8544 | 0.8817 | 0.6902 | 0.7708 | 0.4376 | 0.8287 | 0.7333 | 0.8137 | +| 0.1587 | 21.46 | 7940 | 0.5065 | 0.7307 | 0.8212 | 0.8946 | 0.9437 | 0.8057 | 0.8684 | 0.4995 | 0.9178 | 0.8615 | 0.8518 | 0.8720 | 0.6906 | 0.7699 | 0.4165 | 0.8246 | 0.7335 | 0.8082 | +| 0.0888 | 21.51 | 7960 | 0.4859 | 0.7338 | 0.8299 | 0.8955 | 0.9436 | 0.8250 | 0.8752 | 0.5298 | 0.9110 | 0.8749 | 0.8498 | 0.8767 | 0.6903 | 0.7732 | 0.4290 | 0.8233 | 0.7330 | 0.8110 | +| 0.0978 | 21.57 | 7980 | 0.4848 | 0.7359 | 0.8304 | 0.8978 | 0.9515 | 0.8059 | 0.8657 | 0.5750 | 0.9189 | 0.8503 | 0.8455 | 0.8824 | 0.6873 | 0.7733 | 0.4339 | 0.8311 | 0.7345 | 0.8089 | +| 0.0727 | 21.62 | 8000 | 0.4940 | 0.7323 | 0.8296 | 0.8940 | 0.9436 | 0.8231 | 0.8738 | 0.5583 | 0.9166 | 0.8654 | 0.8261 | 0.8786 | 0.6888 | 0.7712 | 0.4435 | 0.8212 | 0.7337 | 0.7888 | +| 0.1287 | 21.68 | 8020 | 0.4959 | 0.7303 | 0.8277 | 0.8932 | 0.9487 | 0.8190 | 0.8762 | 0.5403 | 0.9082 | 0.8895 | 0.8121 | 0.8815 | 0.6877 | 0.7773 | 0.4434 | 0.8181 | 0.7307 | 0.7734 | +| 0.1429 | 21.73 | 8040 | 0.5274 | 0.7235 | 0.8189 | 0.8896 | 0.9513 | 0.8038 | 0.8817 | 0.5183 | 0.9073 | 0.8827 | 0.7872 | 0.8769 | 0.6856 | 0.7755 | 0.4339 | 0.8130 | 0.7287 | 0.7506 | +| 0.1819 | 21.78 | 8060 | 0.5184 | 0.7263 | 0.8218 | 0.8910 | 0.9511 | 0.8180 | 0.8602 | 0.5402 | 0.9152 | 0.8762 | 0.7918 | 0.8794 | 0.6872 | 0.7768 | 0.4386 | 0.8150 | 0.7319 | 0.7554 | +| 0.0709 | 21.84 | 8080 | 0.5355 | 0.7296 | 0.8309 | 0.8923 | 0.9489 | 0.8168 | 0.8815 | 0.5756 | 0.9042 | 0.8791 | 0.8099 | 0.8817 | 0.6847 | 0.7772 | 0.4445 | 0.8156 | 0.7308 | 0.7727 | +| 0.0816 | 21.89 | 8100 | 0.5323 | 0.7296 | 0.8238 | 0.8923 | 0.9496 | 0.8143 | 0.8752 | 0.5390 | 0.9141 | 0.8707 | 0.8034 | 0.8808 | 0.6859 | 0.7751 | 0.4512 | 0.8144 | 0.7340 | 0.7659 | +| 0.1847 | 21.95 | 8120 | 0.5215 | 0.7275 | 0.8262 | 0.8911 | 0.9489 | 0.8174 | 0.8788 | 0.5486 | 0.9071 | 0.8862 | 0.7963 | 0.8817 | 0.6863 | 0.7767 | 0.4441 | 0.8117 | 0.7327 | 0.7591 | +| 0.1339 | 22.0 | 8140 | 0.5006 | 0.7283 | 0.8253 | 0.8921 | 0.9512 | 0.8137 | 0.8821 | 0.5339 | 0.9030 | 0.8784 | 0.8145 | 0.8812 | 0.6868 | 0.7751 | 0.4375 | 0.8135 | 0.7309 | 0.7728 | +| 0.0847 | 22.05 | 8160 | 0.4968 | 0.7298 | 0.8271 | 0.8924 | 0.9460 | 0.8266 | 0.8722 | 0.5422 | 0.9123 | 0.8792 | 0.8115 | 0.8821 | 0.6888 | 0.7764 | 0.4448 | 0.8138 | 0.7306 | 0.7720 | +| 0.0571 | 22.11 | 8180 | 0.4889 | 0.7311 | 0.8259 | 0.8939 | 0.9491 | 0.8004 | 0.8833 | 0.5535 | 0.9120 | 0.8564 | 0.8265 | 0.8802 | 0.6874 | 0.7744 | 0.4399 | 0.8190 | 0.7283 | 0.7888 | +| 0.1909 | 22.16 | 8200 | 0.4716 | 0.7357 | 0.8323 | 0.8961 | 0.9433 | 0.8261 | 0.8848 | 0.5429 | 0.9104 | 0.8654 | 0.8531 | 0.8780 | 0.6900 | 0.7768 | 0.4410 | 0.8239 | 0.7298 | 0.8108 | +| 0.1584 | 22.22 | 8220 | 0.4890 | 0.7345 | 0.8322 | 0.8965 | 0.9470 | 0.8401 | 0.8787 | 0.5238 | 0.9065 | 0.8783 | 0.8510 | 0.8799 | 0.6863 | 0.7761 | 0.4362 | 0.8256 | 0.7287 | 0.8089 | +| 0.0863 | 22.27 | 8240 | 0.4794 | 0.7362 | 0.8298 | 0.8971 | 0.9443 | 0.8112 | 0.8771 | 0.5387 | 0.9171 | 0.8710 | 0.8490 | 0.8813 | 0.6875 | 0.7766 | 0.4446 | 0.8262 | 0.7294 | 0.8079 | +| 0.1098 | 22.32 | 8260 | 0.4889 | 0.7358 | 0.8326 | 0.8969 | 0.9479 | 0.8067 | 0.8873 | 0.5532 | 0.9065 | 0.8787 | 0.8480 | 0.8827 | 0.6879 | 0.7747 | 0.4424 | 0.8263 | 0.7292 | 0.8073 | +| 0.6616 | 22.38 | 8280 | 0.4827 | 0.7333 | 0.8269 | 0.8959 | 0.9451 | 0.8194 | 0.8780 | 0.5096 | 0.9140 | 0.8795 | 0.8425 | 0.8791 | 0.6864 | 0.7750 | 0.4354 | 0.8244 | 0.7290 | 0.8041 | +| 0.1257 | 22.43 | 8300 | 0.4592 | 0.7347 | 0.8258 | 0.8973 | 0.9443 | 0.8158 | 0.8731 | 0.5141 | 0.9235 | 0.8590 | 0.8504 | 0.8826 | 0.6868 | 0.7757 | 0.4375 | 0.8268 | 0.7287 | 0.8049 | +| 0.1024 | 22.49 | 8320 | 0.4701 | 0.7340 | 0.8343 | 0.8961 | 0.9460 | 0.8369 | 0.8847 | 0.5437 | 0.9043 | 0.8733 | 0.8511 | 0.8798 | 0.6822 | 0.7749 | 0.4400 | 0.8263 | 0.7303 | 0.8047 | +| 0.1011 | 22.54 | 8340 | 0.4936 | 0.7335 | 0.8309 | 0.8959 | 0.9481 | 0.8337 | 0.8731 | 0.5376 | 0.9093 | 0.8683 | 0.8464 | 0.8797 | 0.6857 | 0.7738 | 0.4346 | 0.8251 | 0.7298 | 0.8059 | +| 0.0516 | 22.59 | 8360 | 0.4869 | 0.7326 | 0.8288 | 0.8961 | 0.9448 | 0.8347 | 0.8800 | 0.5264 | 0.9161 | 0.8491 | 0.8507 | 0.8789 | 0.6832 | 0.7724 | 0.4310 | 0.8275 | 0.7308 | 0.8042 | +| 0.1104 | 22.65 | 8380 | 0.4936 | 0.7317 | 0.8298 | 0.8952 | 0.9483 | 0.8160 | 0.8723 | 0.5306 | 0.9029 | 0.8937 | 0.8448 | 0.8789 | 0.6822 | 0.7650 | 0.4344 | 0.8252 | 0.7303 | 0.8058 | +| 0.1515 | 22.7 | 8400 | 0.5197 | 0.7314 | 0.8288 | 0.8948 | 0.9487 | 0.8178 | 0.8653 | 0.5395 | 0.9061 | 0.8781 | 0.8458 | 0.8766 | 0.6829 | 0.7636 | 0.4360 | 0.8260 | 0.7312 | 0.8038 | +| 0.0403 | 22.76 | 8420 | 0.4937 | 0.7347 | 0.8305 | 0.8969 | 0.9452 | 0.8229 | 0.8638 | 0.5490 | 0.9198 | 0.8681 | 0.8451 | 0.8807 | 0.6794 | 0.7733 | 0.4430 | 0.8290 | 0.7304 | 0.8070 | +| 1.5074 | 22.81 | 8440 | 0.5201 | 0.7332 | 0.8294 | 0.8962 | 0.9507 | 0.8137 | 0.8889 | 0.5541 | 0.9109 | 0.8433 | 0.8445 | 0.8806 | 0.6811 | 0.7740 | 0.4368 | 0.8266 | 0.7263 | 0.8072 | +| 0.0575 | 22.86 | 8460 | 0.4946 | 0.7356 | 0.8293 | 0.8978 | 0.9470 | 0.8177 | 0.8777 | 0.5362 | 0.9193 | 0.8592 | 0.8478 | 0.8826 | 0.6831 | 0.7778 | 0.4380 | 0.8289 | 0.7305 | 0.8080 | +| 0.1483 | 22.92 | 8480 | 0.4933 | 0.7365 | 0.8306 | 0.8981 | 0.9493 | 0.8194 | 0.8779 | 0.5361 | 0.9146 | 0.8672 | 0.8493 | 0.8827 | 0.6838 | 0.7815 | 0.4397 | 0.8293 | 0.7306 | 0.8081 | +| 0.2198 | 22.97 | 8500 | 0.4894 | 0.7346 | 0.8313 | 0.8973 | 0.9471 | 0.8354 | 0.8829 | 0.5255 | 0.9126 | 0.8680 | 0.8479 | 0.8822 | 0.6844 | 0.7811 | 0.4307 | 0.8278 | 0.7287 | 0.8074 | +| 1.6629 | 23.03 | 8520 | 0.5074 | 0.7312 | 0.8291 | 0.8957 | 0.9494 | 0.8407 | 0.8781 | 0.5232 | 0.9102 | 0.8602 | 0.8420 | 0.8799 | 0.6816 | 0.7784 | 0.4224 | 0.8257 | 0.7245 | 0.8059 | +| 0.3469 | 23.08 | 8540 | 0.5050 | 0.7338 | 0.8314 | 0.8964 | 0.9476 | 0.8351 | 0.8707 | 0.5335 | 0.9105 | 0.8780 | 0.8448 | 0.8807 | 0.6820 | 0.7786 | 0.4365 | 0.8265 | 0.7256 | 0.8069 | +| 0.1627 | 23.14 | 8560 | 0.5105 | 0.7361 | 0.8327 | 0.8973 | 0.9436 | 0.8144 | 0.8788 | 0.5583 | 0.9182 | 0.8719 | 0.8435 | 0.8836 | 0.6845 | 0.7798 | 0.4444 | 0.8275 | 0.7269 | 0.8060 | +| 0.1096 | 23.19 | 8580 | 0.4955 | 0.7355 | 0.8314 | 0.8973 | 0.9506 | 0.8110 | 0.8726 | 0.5601 | 0.9119 | 0.8669 | 0.8469 | 0.8834 | 0.6862 | 0.7785 | 0.4377 | 0.8279 | 0.7282 | 0.8066 | +| 0.1026 | 23.24 | 8600 | 0.4955 | 0.7323 | 0.8300 | 0.8956 | 0.9497 | 0.8230 | 0.8783 | 0.5401 | 0.9076 | 0.8714 | 0.8396 | 0.8816 | 0.6843 | 0.7779 | 0.4314 | 0.8238 | 0.7269 | 0.8006 | +| 0.1823 | 23.3 | 8620 | 0.5105 | 0.7319 | 0.8229 | 0.8964 | 0.9527 | 0.7888 | 0.8684 | 0.5296 | 0.9149 | 0.8600 | 0.8461 | 0.8811 | 0.6804 | 0.7747 | 0.4278 | 0.8266 | 0.7248 | 0.8077 | +| 0.0839 | 23.35 | 8640 | 0.4857 | 0.7369 | 0.8322 | 0.8980 | 0.9513 | 0.8202 | 0.8842 | 0.5373 | 0.9076 | 0.8783 | 0.8469 | 0.8820 | 0.6850 | 0.7779 | 0.4430 | 0.8295 | 0.7327 | 0.8081 | +| 1.5986 | 23.41 | 8660 | 0.4855 | 0.7366 | 0.8314 | 0.8975 | 0.9477 | 0.8023 | 0.8785 | 0.5457 | 0.9107 | 0.8914 | 0.8435 | 0.8843 | 0.6836 | 0.7773 | 0.4484 | 0.8254 | 0.7304 | 0.8067 | +| 0.3694 | 23.46 | 8680 | 0.4914 | 0.7356 | 0.8303 | 0.8969 | 0.9478 | 0.8157 | 0.8679 | 0.5481 | 0.9151 | 0.8726 | 0.8448 | 0.8812 | 0.6850 | 0.7763 | 0.4425 | 0.8267 | 0.7301 | 0.8072 | +| 0.1776 | 23.51 | 8700 | 0.5106 | 0.7317 | 0.8257 | 0.8954 | 0.9507 | 0.8110 | 0.8780 | 0.5400 | 0.9166 | 0.8563 | 0.8271 | 0.8811 | 0.6848 | 0.7756 | 0.4359 | 0.8254 | 0.7271 | 0.7919 | +| 0.1083 | 23.57 | 8720 | 0.5244 | 0.7330 | 0.8318 | 0.8963 | 0.9504 | 0.8067 | 0.8760 | 0.5720 | 0.9094 | 0.8689 | 0.8395 | 0.8833 | 0.6826 | 0.7735 | 0.4324 | 0.8277 | 0.7296 | 0.8021 | +| 0.1172 | 23.62 | 8740 | 0.5029 | 0.7349 | 0.8349 | 0.8971 | 0.9455 | 0.8120 | 0.8856 | 0.5657 | 0.9091 | 0.8821 | 0.8445 | 0.8829 | 0.6789 | 0.7751 | 0.4414 | 0.8296 | 0.7314 | 0.8050 | +| 0.2092 | 23.68 | 8760 | 0.5062 | 0.7345 | 0.8291 | 0.8976 | 0.9482 | 0.8254 | 0.8779 | 0.5158 | 0.9140 | 0.8749 | 0.8475 | 0.8816 | 0.6852 | 0.7748 | 0.4316 | 0.8303 | 0.7315 | 0.8066 | +| 0.1303 | 23.73 | 8780 | 0.4917 | 0.7335 | 0.8269 | 0.8972 | 0.9493 | 0.8173 | 0.8772 | 0.5136 | 0.9143 | 0.8688 | 0.8482 | 0.8813 | 0.6854 | 0.7736 | 0.4270 | 0.8292 | 0.7312 | 0.8071 | +| 0.0973 | 23.78 | 8800 | 0.4735 | 0.7328 | 0.8246 | 0.8971 | 0.9486 | 0.7994 | 0.8713 | 0.5178 | 0.9174 | 0.8675 | 0.8503 | 0.8823 | 0.6831 | 0.7696 | 0.4276 | 0.8286 | 0.7307 | 0.8078 | +| 0.0345 | 23.84 | 8820 | 0.4864 | 0.7340 | 0.8307 | 0.8968 | 0.9461 | 0.8355 | 0.8764 | 0.5321 | 0.9152 | 0.8630 | 0.8469 | 0.8813 | 0.6850 | 0.7722 | 0.4350 | 0.8281 | 0.7284 | 0.8077 | +| 0.0633 | 23.89 | 8840 | 0.4794 | 0.7348 | 0.8293 | 0.8973 | 0.9488 | 0.8196 | 0.8739 | 0.5386 | 0.9163 | 0.8619 | 0.8460 | 0.8820 | 0.6875 | 0.7748 | 0.4346 | 0.8291 | 0.7282 | 0.8073 | +| 0.1221 | 23.95 | 8860 | 0.4854 | 0.7341 | 0.8276 | 0.8977 | 0.9455 | 0.8285 | 0.8740 | 0.4943 | 0.9175 | 0.8860 | 0.8473 | 0.8828 | 0.6871 | 0.7735 | 0.4274 | 0.8292 | 0.7313 | 0.8076 | +| 0.1367 | 24.0 | 8880 | 0.4951 | 0.7319 | 0.8221 | 0.8973 | 0.9494 | 0.8125 | 0.8741 | 0.4871 | 0.9196 | 0.8641 | 0.8477 | 0.8805 | 0.6860 | 0.7715 | 0.4154 | 0.8301 | 0.7340 | 0.8062 | +| 0.7502 | 24.05 | 8900 | 0.4909 | 0.7298 | 0.8320 | 0.8932 | 0.9460 | 0.8350 | 0.8674 | 0.5635 | 0.9059 | 0.8742 | 0.8320 | 0.8790 | 0.6863 | 0.7723 | 0.4320 | 0.8199 | 0.7291 | 0.7903 | +| 0.1402 | 24.11 | 8920 | 0.5295 | 0.7170 | 0.8211 | 0.8855 | 0.9478 | 0.8153 | 0.8786 | 0.5625 | 0.9056 | 0.8744 | 0.7637 | 0.8800 | 0.6860 | 0.7711 | 0.4365 | 0.8068 | 0.7109 | 0.7279 | +| 0.038 | 24.16 | 8940 | 0.5261 | 0.7264 | 0.8230 | 0.8903 | 0.9474 | 0.8263 | 0.8773 | 0.5298 | 0.9129 | 0.8793 | 0.7880 | 0.8805 | 0.6871 | 0.7726 | 0.4501 | 0.8106 | 0.7320 | 0.7522 | +| 0.0857 | 24.22 | 8960 | 0.4790 | 0.7347 | 0.8318 | 0.8958 | 0.9465 | 0.8269 | 0.8683 | 0.5592 | 0.9147 | 0.8729 | 0.8343 | 0.8811 | 0.6869 | 0.7735 | 0.4499 | 0.8252 | 0.7321 | 0.7940 | +| 0.1291 | 24.27 | 8980 | 0.4926 | 0.7368 | 0.8317 | 0.8976 | 0.9499 | 0.8217 | 0.8780 | 0.5478 | 0.9128 | 0.8668 | 0.8449 | 0.8820 | 0.6877 | 0.7725 | 0.4458 | 0.8285 | 0.7337 | 0.8073 | +| 0.5901 | 24.32 | 9000 | 0.4822 | 0.7359 | 0.8317 | 0.8971 | 0.9479 | 0.8328 | 0.8767 | 0.5522 | 0.9177 | 0.8523 | 0.8421 | 0.8824 | 0.6872 | 0.7758 | 0.4428 | 0.8272 | 0.7337 | 0.8025 | +| 0.0284 | 24.38 | 9020 | 0.4928 | 0.7332 | 0.8271 | 0.8960 | 0.9467 | 0.8120 | 0.8768 | 0.5385 | 0.9202 | 0.8661 | 0.8294 | 0.8826 | 0.6865 | 0.7743 | 0.4377 | 0.8248 | 0.7344 | 0.7923 | +| 0.122 | 24.43 | 9040 | 0.5095 | 0.7350 | 0.8300 | 0.8972 | 0.9482 | 0.8393 | 0.8769 | 0.5131 | 0.9118 | 0.8714 | 0.8491 | 0.8791 | 0.6875 | 0.7734 | 0.4324 | 0.8282 | 0.7349 | 0.8097 | +| 0.1368 | 24.49 | 9060 | 0.4887 | 0.7373 | 0.8310 | 0.8979 | 0.9509 | 0.8169 | 0.8671 | 0.5441 | 0.9120 | 0.8758 | 0.8502 | 0.8806 | 0.6863 | 0.7738 | 0.4473 | 0.8297 | 0.7335 | 0.8101 | +| 0.1202 | 24.54 | 9080 | 0.4913 | 0.7367 | 0.8323 | 0.8976 | 0.9497 | 0.8238 | 0.8740 | 0.5362 | 0.9076 | 0.8838 | 0.8511 | 0.8816 | 0.6876 | 0.7730 | 0.4440 | 0.8280 | 0.7331 | 0.8097 | +| 0.0629 | 24.59 | 9100 | 0.4795 | 0.7346 | 0.8270 | 0.8968 | 0.9497 | 0.8101 | 0.8770 | 0.5290 | 0.9164 | 0.8715 | 0.8351 | 0.8835 | 0.6851 | 0.7746 | 0.4420 | 0.8248 | 0.7346 | 0.7978 | +| 0.1315 | 24.65 | 9120 | 0.4952 | 0.7325 | 0.8224 | 0.8966 | 0.9506 | 0.8099 | 0.8813 | 0.4923 | 0.9164 | 0.8667 | 0.8395 | 0.8824 | 0.6846 | 0.7745 | 0.4277 | 0.8242 | 0.7342 | 0.7997 | +| 0.2129 | 24.7 | 9140 | 0.4968 | 0.7344 | 0.8271 | 0.8974 | 0.9510 | 0.8294 | 0.8779 | 0.5091 | 0.9141 | 0.8605 | 0.8475 | 0.8810 | 0.6840 | 0.7730 | 0.4351 | 0.8280 | 0.7314 | 0.8082 | +| 0.168 | 24.76 | 9160 | 0.5137 | 0.7335 | 0.8262 | 0.8968 | 0.9461 | 0.8301 | 0.8856 | 0.5063 | 0.9198 | 0.8505 | 0.8447 | 0.8820 | 0.6847 | 0.7697 | 0.4364 | 0.8256 | 0.7288 | 0.8075 | +| 0.0502 | 24.81 | 9180 | 0.5090 | 0.7350 | 0.8312 | 0.8970 | 0.9469 | 0.8356 | 0.8721 | 0.5278 | 0.9132 | 0.8773 | 0.8452 | 0.8811 | 0.6841 | 0.7701 | 0.4437 | 0.8279 | 0.7315 | 0.8068 | +| 0.1378 | 24.86 | 9200 | 0.5121 | 0.7337 | 0.8257 | 0.8957 | 0.9476 | 0.8067 | 0.8751 | 0.5338 | 0.9187 | 0.8660 | 0.8318 | 0.8803 | 0.6835 | 0.7748 | 0.4488 | 0.8244 | 0.7315 | 0.7927 | +| 0.0819 | 24.92 | 9220 | 0.5272 | 0.7319 | 0.8235 | 0.8944 | 0.9514 | 0.7968 | 0.8776 | 0.5372 | 0.9139 | 0.8639 | 0.8234 | 0.8793 | 0.6825 | 0.7770 | 0.4485 | 0.8209 | 0.7290 | 0.7861 | +| 0.1277 | 24.97 | 9240 | 0.5132 | 0.7352 | 0.8280 | 0.8964 | 0.9473 | 0.8034 | 0.8822 | 0.5324 | 0.9123 | 0.8748 | 0.8435 | 0.8793 | 0.6836 | 0.7767 | 0.4514 | 0.8267 | 0.7296 | 0.7991 | +| 0.087 | 25.03 | 9260 | 0.5033 | 0.7351 | 0.8330 | 0.8962 | 0.9439 | 0.8327 | 0.8671 | 0.5619 | 0.9165 | 0.8616 | 0.8473 | 0.8787 | 0.6847 | 0.7770 | 0.4503 | 0.8294 | 0.7284 | 0.7975 | +| 0.0817 | 25.08 | 9280 | 0.5268 | 0.7354 | 0.8276 | 0.8965 | 0.9438 | 0.8128 | 0.8767 | 0.5291 | 0.9204 | 0.8709 | 0.8398 | 0.8803 | 0.6882 | 0.7790 | 0.4510 | 0.8271 | 0.7277 | 0.7946 | +| 0.0905 | 25.14 | 9300 | 0.5198 | 0.7356 | 0.8287 | 0.8963 | 0.9433 | 0.8233 | 0.8811 | 0.5311 | 0.9191 | 0.8581 | 0.8446 | 0.8787 | 0.6891 | 0.7795 | 0.4521 | 0.8269 | 0.7267 | 0.7961 | +| 0.1844 | 25.19 | 9320 | 0.5282 | 0.7317 | 0.8267 | 0.8937 | 0.9456 | 0.8367 | 0.8760 | 0.5267 | 0.9169 | 0.8679 | 0.8172 | 0.8791 | 0.6878 | 0.7793 | 0.4516 | 0.8199 | 0.7301 | 0.7742 | +| 0.159 | 25.24 | 9340 | 0.5340 | 0.7282 | 0.8215 | 0.8916 | 0.9480 | 0.8135 | 0.8779 | 0.5142 | 0.9118 | 0.8787 | 0.8061 | 0.8781 | 0.6852 | 0.7796 | 0.4499 | 0.8154 | 0.7303 | 0.7589 | +| 0.1232 | 25.3 | 9360 | 0.5288 | 0.7300 | 0.8225 | 0.8928 | 0.9471 | 0.8042 | 0.8742 | 0.5269 | 0.9153 | 0.8757 | 0.8143 | 0.8789 | 0.6842 | 0.7784 | 0.4525 | 0.8183 | 0.7307 | 0.7671 | +| 0.134 | 25.35 | 9380 | 0.5272 | 0.7337 | 0.8308 | 0.8954 | 0.9429 | 0.7984 | 0.8807 | 0.5682 | 0.9131 | 0.8641 | 0.8481 | 0.8780 | 0.6811 | 0.7769 | 0.4453 | 0.8269 | 0.7283 | 0.7992 | +| 0.1115 | 25.41 | 9400 | 0.5284 | 0.7337 | 0.8310 | 0.8958 | 0.9434 | 0.8257 | 0.8750 | 0.5312 | 0.9109 | 0.8840 | 0.8469 | 0.8798 | 0.6814 | 0.7714 | 0.4502 | 0.8275 | 0.7278 | 0.7974 | +| 0.1082 | 25.46 | 9420 | 0.5300 | 0.7355 | 0.8303 | 0.8968 | 0.9486 | 0.8197 | 0.8826 | 0.5354 | 0.9105 | 0.8704 | 0.8451 | 0.8800 | 0.6830 | 0.7702 | 0.4484 | 0.8271 | 0.7333 | 0.8064 | +| 0.1735 | 25.51 | 9440 | 0.5159 | 0.7269 | 0.8239 | 0.8919 | 0.9422 | 0.7854 | 0.8821 | 0.5519 | 0.9150 | 0.8762 | 0.8148 | 0.8806 | 0.6676 | 0.7643 | 0.4498 | 0.8155 | 0.7345 | 0.7758 | +| 0.1475 | 25.57 | 9460 | 0.5141 | 0.7288 | 0.8240 | 0.8940 | 0.9425 | 0.7976 | 0.8767 | 0.5369 | 0.9214 | 0.8673 | 0.8258 | 0.8811 | 0.6659 | 0.7633 | 0.4448 | 0.8214 | 0.7357 | 0.7892 | +| 0.2059 | 25.62 | 9480 | 0.4976 | 0.7280 | 0.8187 | 0.8951 | 0.9471 | 0.7547 | 0.8860 | 0.5232 | 0.9192 | 0.8627 | 0.8376 | 0.8813 | 0.6513 | 0.7632 | 0.4429 | 0.8244 | 0.7344 | 0.7987 | +| 0.0858 | 25.68 | 9500 | 0.5191 | 0.7331 | 0.8287 | 0.8965 | 0.9468 | 0.8149 | 0.8746 | 0.5336 | 0.9144 | 0.8707 | 0.8457 | 0.8809 | 0.6759 | 0.7698 | 0.4395 | 0.8272 | 0.7309 | 0.8076 | +| 0.1239 | 25.73 | 9520 | 0.5073 | 0.7358 | 0.8287 | 0.8978 | 0.9476 | 0.8182 | 0.8683 | 0.5369 | 0.9213 | 0.8617 | 0.8467 | 0.8812 | 0.6814 | 0.7744 | 0.4447 | 0.8308 | 0.7315 | 0.8068 | +| 0.0731 | 25.78 | 9540 | 0.5301 | 0.7362 | 0.8323 | 0.8972 | 0.9520 | 0.8311 | 0.8612 | 0.5475 | 0.9093 | 0.8804 | 0.8445 | 0.8796 | 0.6829 | 0.7744 | 0.4499 | 0.8296 | 0.7303 | 0.8064 | +| 0.1221 | 25.84 | 9560 | 0.5168 | 0.7358 | 0.8271 | 0.8976 | 0.9454 | 0.8153 | 0.8718 | 0.5303 | 0.9263 | 0.8611 | 0.8397 | 0.8825 | 0.6843 | 0.7747 | 0.4438 | 0.8287 | 0.7332 | 0.8031 | +| 0.2079 | 25.89 | 9580 | 0.5148 | 0.7365 | 0.8298 | 0.8978 | 0.9511 | 0.8079 | 0.8728 | 0.5490 | 0.9148 | 0.8696 | 0.8437 | 0.8813 | 0.6823 | 0.7759 | 0.4464 | 0.8303 | 0.7331 | 0.8059 | +| 0.1294 | 25.95 | 9600 | 0.5026 | 0.7351 | 0.8264 | 0.8978 | 0.9497 | 0.8114 | 0.8611 | 0.5264 | 0.9206 | 0.8689 | 0.8466 | 0.8814 | 0.6857 | 0.7719 | 0.4366 | 0.8311 | 0.7312 | 0.8075 | +| 0.1027 | 26.0 | 9620 | 0.5231 | 0.7341 | 0.8257 | 0.8976 | 0.9492 | 0.7996 | 0.8804 | 0.5122 | 0.9146 | 0.8743 | 0.8493 | 0.8812 | 0.6800 | 0.7725 | 0.4334 | 0.8300 | 0.7339 | 0.8074 | +| 0.0546 | 26.05 | 9640 | 0.5029 | 0.7376 | 0.8316 | 0.8984 | 0.9471 | 0.8256 | 0.8740 | 0.5308 | 0.9159 | 0.8789 | 0.8492 | 0.8811 | 0.6865 | 0.7731 | 0.4460 | 0.8318 | 0.7365 | 0.8080 | +| 0.0587 | 26.11 | 9660 | 0.5070 | 0.7373 | 0.8302 | 0.8988 | 0.9468 | 0.8372 | 0.8647 | 0.5219 | 0.9237 | 0.8715 | 0.8453 | 0.8818 | 0.6877 | 0.7727 | 0.4414 | 0.8334 | 0.7372 | 0.8072 | +| 0.1074 | 26.16 | 9680 | 0.5161 | 0.7367 | 0.8284 | 0.8985 | 0.9501 | 0.8170 | 0.8809 | 0.5162 | 0.9160 | 0.8729 | 0.8460 | 0.8818 | 0.6870 | 0.7750 | 0.4401 | 0.8320 | 0.7341 | 0.8071 | +| 0.1067 | 26.22 | 9700 | 0.5173 | 0.7376 | 0.8322 | 0.8984 | 0.9481 | 0.8180 | 0.8779 | 0.5397 | 0.9136 | 0.8810 | 0.8473 | 0.8821 | 0.6848 | 0.7745 | 0.4487 | 0.8319 | 0.7339 | 0.8071 | +| 0.1986 | 26.27 | 9720 | 0.5081 | 0.7350 | 0.8281 | 0.8976 | 0.9482 | 0.8121 | 0.8605 | 0.5314 | 0.9178 | 0.8766 | 0.8499 | 0.8815 | 0.6832 | 0.7678 | 0.4463 | 0.8327 | 0.7329 | 0.8009 | +| 0.1617 | 26.32 | 9740 | 0.5211 | 0.7385 | 0.8321 | 0.8988 | 0.9521 | 0.8121 | 0.8831 | 0.5440 | 0.9110 | 0.8767 | 0.8458 | 0.8827 | 0.6871 | 0.7760 | 0.4498 | 0.8324 | 0.7343 | 0.8072 | +| 0.0795 | 26.38 | 9760 | 0.5301 | 0.7383 | 0.8341 | 0.8987 | 0.9469 | 0.8397 | 0.8710 | 0.5431 | 0.9190 | 0.8748 | 0.8438 | 0.8834 | 0.6844 | 0.7765 | 0.4521 | 0.8324 | 0.7333 | 0.8060 | +| 0.1803 | 26.43 | 9780 | 0.5257 | 0.7361 | 0.8295 | 0.8975 | 0.9495 | 0.8117 | 0.8800 | 0.5346 | 0.9147 | 0.8800 | 0.8361 | 0.8829 | 0.6848 | 0.7753 | 0.4501 | 0.8293 | 0.7337 | 0.7966 | +| 0.0867 | 26.49 | 9800 | 0.5289 | 0.7328 | 0.8277 | 0.8952 | 0.9472 | 0.8110 | 0.8788 | 0.5548 | 0.9198 | 0.8596 | 0.8224 | 0.8819 | 0.6828 | 0.7728 | 0.4491 | 0.8248 | 0.7345 | 0.7838 | +| 0.1211 | 26.54 | 9820 | 0.5161 | 0.7339 | 0.8285 | 0.8959 | 0.9488 | 0.8200 | 0.8818 | 0.5393 | 0.9150 | 0.8626 | 0.8317 | 0.8805 | 0.6848 | 0.7715 | 0.4479 | 0.8264 | 0.7329 | 0.7934 | +| 0.1379 | 26.59 | 9840 | 0.5011 | 0.7326 | 0.8262 | 0.8952 | 0.9479 | 0.8231 | 0.8711 | 0.5379 | 0.9216 | 0.8606 | 0.8210 | 0.8812 | 0.6865 | 0.7724 | 0.4467 | 0.8245 | 0.7352 | 0.7818 | +| 0.1061 | 26.65 | 9860 | 0.5189 | 0.7372 | 0.8294 | 0.8982 | 0.9471 | 0.8104 | 0.8816 | 0.5375 | 0.9204 | 0.8652 | 0.8436 | 0.8816 | 0.6863 | 0.7703 | 0.4495 | 0.8323 | 0.7355 | 0.8048 | +| 0.139 | 26.7 | 9880 | 0.4868 | 0.7371 | 0.8308 | 0.8982 | 0.9514 | 0.8217 | 0.8705 | 0.5445 | 0.9155 | 0.8650 | 0.8466 | 0.8808 | 0.6873 | 0.7666 | 0.4478 | 0.8342 | 0.7388 | 0.8041 | +| 0.1702 | 26.76 | 9900 | 0.5116 | 0.7351 | 0.8251 | 0.8973 | 0.9502 | 0.7995 | 0.8598 | 0.5465 | 0.9247 | 0.8526 | 0.8424 | 0.8799 | 0.6828 | 0.7610 | 0.4553 | 0.8347 | 0.7375 | 0.7943 | +| 0.1081 | 26.81 | 9920 | 0.5044 | 0.7349 | 0.8282 | 0.8969 | 0.9419 | 0.7919 | 0.8615 | 0.5540 | 0.9228 | 0.8725 | 0.8531 | 0.8808 | 0.6802 | 0.7617 | 0.4570 | 0.8337 | 0.7391 | 0.7916 | +| 0.1345 | 26.86 | 9940 | 0.4901 | 0.7391 | 0.8286 | 0.8994 | 0.9501 | 0.8222 | 0.8787 | 0.5168 | 0.9210 | 0.8635 | 0.8475 | 0.8815 | 0.6888 | 0.7741 | 0.4503 | 0.8340 | 0.7379 | 0.8070 | +| 0.114 | 26.92 | 9960 | 0.4875 | 0.7385 | 0.8271 | 0.8992 | 0.9513 | 0.7924 | 0.8798 | 0.5379 | 0.9220 | 0.8652 | 0.8414 | 0.8826 | 0.6847 | 0.7763 | 0.4510 | 0.8333 | 0.7376 | 0.8044 | +| 0.1922 | 26.97 | 9980 | 0.4993 | 0.7388 | 0.8329 | 0.8991 | 0.9487 | 0.8103 | 0.8764 | 0.5558 | 0.9176 | 0.8760 | 0.8456 | 0.8837 | 0.6851 | 0.7752 | 0.4488 | 0.8334 | 0.7387 | 0.8068 | +| 0.1303 | 27.03 | 10000 | 0.5065 | 0.7384 | 0.8337 | 0.8989 | 0.9510 | 0.8211 | 0.8756 | 0.5511 | 0.9129 | 0.8800 | 0.8443 | 0.8826 | 0.6868 | 0.7757 | 0.4441 | 0.8333 | 0.7395 | 0.8065 | +| 0.0619 | 27.08 | 10020 | 0.5091 | 0.7391 | 0.8296 | 0.8999 | 0.9461 | 0.8242 | 0.8800 | 0.5231 | 0.9290 | 0.8626 | 0.8424 | 0.8833 | 0.6889 | 0.7785 | 0.4408 | 0.8354 | 0.7414 | 0.8058 | +| 0.0805 | 27.14 | 10040 | 0.5210 | 0.7397 | 0.8326 | 0.8997 | 0.9500 | 0.8180 | 0.8742 | 0.5458 | 0.9189 | 0.8760 | 0.8453 | 0.8835 | 0.6883 | 0.7763 | 0.4459 | 0.8348 | 0.7412 | 0.8076 | +| 0.2213 | 27.19 | 10060 | 0.5177 | 0.7379 | 0.8293 | 0.8988 | 0.9537 | 0.8017 | 0.8765 | 0.5352 | 0.9113 | 0.8780 | 0.8485 | 0.8819 | 0.6866 | 0.7755 | 0.4449 | 0.8322 | 0.7365 | 0.8075 | +| 0.1811 | 27.24 | 10080 | 0.5258 | 0.7398 | 0.8333 | 0.8990 | 0.9490 | 0.8217 | 0.8714 | 0.5409 | 0.9137 | 0.8881 | 0.8484 | 0.8839 | 0.6890 | 0.7756 | 0.4572 | 0.8306 | 0.7338 | 0.8081 | +| 0.6655 | 27.3 | 10100 | 0.5268 | 0.7389 | 0.8316 | 0.8987 | 0.9495 | 0.8248 | 0.8726 | 0.5327 | 0.9156 | 0.8809 | 0.8452 | 0.8842 | 0.6880 | 0.7746 | 0.4548 | 0.8293 | 0.7341 | 0.8071 | +| 0.1579 | 27.35 | 10120 | 0.5147 | 0.7381 | 0.8296 | 0.8987 | 0.9483 | 0.8243 | 0.8675 | 0.5196 | 0.9187 | 0.8809 | 0.8480 | 0.8840 | 0.6876 | 0.7736 | 0.4492 | 0.8295 | 0.7355 | 0.8071 | +| 0.5273 | 27.41 | 10140 | 0.5186 | 0.7369 | 0.8294 | 0.8977 | 0.9473 | 0.8009 | 0.8701 | 0.5472 | 0.9178 | 0.8754 | 0.8471 | 0.8834 | 0.6814 | 0.7726 | 0.4553 | 0.8276 | 0.7322 | 0.8060 | +| 0.1196 | 27.46 | 10160 | 0.5318 | 0.7356 | 0.8309 | 0.8970 | 0.9497 | 0.7965 | 0.8818 | 0.5611 | 0.9106 | 0.8761 | 0.8403 | 0.8821 | 0.6788 | 0.7703 | 0.4550 | 0.8280 | 0.7308 | 0.8045 | +| 0.108 | 27.51 | 10180 | 0.5292 | 0.7354 | 0.8273 | 0.8971 | 0.9462 | 0.7953 | 0.8793 | 0.5411 | 0.9200 | 0.8675 | 0.8417 | 0.8826 | 0.6789 | 0.7699 | 0.4533 | 0.8272 | 0.7306 | 0.8050 | +| 0.1212 | 27.57 | 10200 | 0.5117 | 0.7372 | 0.8316 | 0.8975 | 0.9457 | 0.8175 | 0.8854 | 0.5309 | 0.9114 | 0.8811 | 0.8494 | 0.8808 | 0.6855 | 0.7677 | 0.4564 | 0.8293 | 0.7334 | 0.8072 | +| 0.0762 | 27.62 | 10220 | 0.5245 | 0.7373 | 0.8284 | 0.8980 | 0.9487 | 0.8041 | 0.8775 | 0.5279 | 0.9154 | 0.8784 | 0.8470 | 0.8815 | 0.6849 | 0.7697 | 0.4555 | 0.8304 | 0.7328 | 0.8065 | +| 0.1431 | 27.68 | 10240 | 0.5074 | 0.7373 | 0.8373 | 0.8972 | 0.9448 | 0.8280 | 0.8723 | 0.5691 | 0.9080 | 0.8889 | 0.8503 | 0.8807 | 0.6861 | 0.7689 | 0.4562 | 0.8304 | 0.7309 | 0.8080 | +| 0.0977 | 27.73 | 10260 | 0.4905 | 0.7374 | 0.8312 | 0.8980 | 0.9463 | 0.8013 | 0.8798 | 0.5569 | 0.9174 | 0.8681 | 0.8490 | 0.8806 | 0.6843 | 0.7701 | 0.4504 | 0.8324 | 0.7355 | 0.8085 | +| 0.0907 | 27.78 | 10280 | 0.5180 | 0.7376 | 0.8284 | 0.8987 | 0.9501 | 0.8142 | 0.8802 | 0.5167 | 0.9164 | 0.8756 | 0.8457 | 0.8813 | 0.6881 | 0.7719 | 0.4447 | 0.8324 | 0.7380 | 0.8068 | +| 0.0557 | 27.84 | 10300 | 0.5174 | 0.7372 | 0.8309 | 0.8982 | 0.9471 | 0.8304 | 0.8776 | 0.5271 | 0.9178 | 0.8689 | 0.8470 | 0.8810 | 0.6863 | 0.7715 | 0.4454 | 0.8315 | 0.7377 | 0.8069 | +| 0.0937 | 27.89 | 10320 | 0.5085 | 0.7360 | 0.8260 | 0.8973 | 0.9505 | 0.8049 | 0.8751 | 0.5249 | 0.9183 | 0.8739 | 0.8343 | 0.8817 | 0.6877 | 0.7741 | 0.4474 | 0.8278 | 0.7395 | 0.7936 | +| 0.228 | 27.95 | 10340 | 0.5105 | 0.7377 | 0.8325 | 0.8980 | 0.9485 | 0.8262 | 0.8819 | 0.5283 | 0.9106 | 0.8910 | 0.8410 | 0.8828 | 0.6890 | 0.7758 | 0.4509 | 0.8292 | 0.7344 | 0.8016 | +| 0.0727 | 28.0 | 10360 | 0.5217 | 0.7350 | 0.8302 | 0.8961 | 0.9454 | 0.8205 | 0.8783 | 0.5401 | 0.9158 | 0.8810 | 0.8304 | 0.8824 | 0.6883 | 0.7751 | 0.4506 | 0.8248 | 0.7360 | 0.7879 | +| 0.1394 | 28.05 | 10380 | 0.5540 | 0.7310 | 0.8262 | 0.8939 | 0.9478 | 0.8225 | 0.8790 | 0.5230 | 0.9133 | 0.8870 | 0.8109 | 0.8819 | 0.6884 | 0.7749 | 0.4443 | 0.8197 | 0.7351 | 0.7725 | +| 0.1959 | 28.11 | 10400 | 0.5680 | 0.7282 | 0.8241 | 0.8919 | 0.9460 | 0.8195 | 0.8781 | 0.5323 | 0.9171 | 0.8811 | 0.7947 | 0.8815 | 0.6856 | 0.7757 | 0.4482 | 0.8162 | 0.7345 | 0.7559 | +| 0.0682 | 28.16 | 10420 | 0.5632 | 0.7286 | 0.8259 | 0.8918 | 0.9475 | 0.8259 | 0.8832 | 0.5388 | 0.9135 | 0.8815 | 0.7907 | 0.8826 | 0.6877 | 0.7753 | 0.4524 | 0.8150 | 0.7329 | 0.7542 | +| 0.1156 | 28.22 | 10440 | 0.5140 | 0.7347 | 0.8316 | 0.8957 | 0.9471 | 0.8257 | 0.8749 | 0.5484 | 0.9126 | 0.8868 | 0.8258 | 0.8833 | 0.6877 | 0.7757 | 0.4534 | 0.8238 | 0.7318 | 0.7870 | +| 0.1874 | 28.27 | 10460 | 0.5246 | 0.7352 | 0.8281 | 0.8968 | 0.9506 | 0.8033 | 0.8802 | 0.5364 | 0.9131 | 0.8808 | 0.8322 | 0.8828 | 0.6850 | 0.7739 | 0.4491 | 0.8264 | 0.7351 | 0.7943 | +| 0.1189 | 28.32 | 10480 | 0.5064 | 0.7375 | 0.8320 | 0.8976 | 0.9552 | 0.8172 | 0.8735 | 0.5404 | 0.9022 | 0.8901 | 0.8454 | 0.8809 | 0.6879 | 0.7758 | 0.4522 | 0.8283 | 0.7306 | 0.8069 | +| 0.0943 | 28.38 | 10500 | 0.4890 | 0.7394 | 0.8322 | 0.8989 | 0.9503 | 0.8122 | 0.8806 | 0.5486 | 0.9140 | 0.8699 | 0.8497 | 0.8833 | 0.6874 | 0.7768 | 0.4554 | 0.8308 | 0.7340 | 0.8078 | +| 0.0755 | 28.43 | 10520 | 0.5101 | 0.7389 | 0.8329 | 0.8984 | 0.9478 | 0.8138 | 0.8846 | 0.5489 | 0.9140 | 0.8745 | 0.8466 | 0.8833 | 0.6869 | 0.7765 | 0.4561 | 0.8297 | 0.7348 | 0.8050 | +| 0.0791 | 28.49 | 10540 | 0.5065 | 0.7374 | 0.8293 | 0.8976 | 0.9479 | 0.8110 | 0.8706 | 0.5481 | 0.9208 | 0.8684 | 0.8386 | 0.8828 | 0.6881 | 0.7749 | 0.4556 | 0.8284 | 0.7349 | 0.7970 | +| 0.1102 | 28.54 | 10560 | 0.5250 | 0.7382 | 0.8308 | 0.8984 | 0.9456 | 0.8251 | 0.8808 | 0.5276 | 0.9201 | 0.8731 | 0.8432 | 0.8823 | 0.6884 | 0.7736 | 0.4523 | 0.8301 | 0.7352 | 0.8058 | +| 0.0966 | 28.59 | 10580 | 0.5121 | 0.7383 | 0.8300 | 0.8988 | 0.9495 | 0.8170 | 0.8716 | 0.5289 | 0.9173 | 0.8790 | 0.8467 | 0.8828 | 0.6866 | 0.7739 | 0.4510 | 0.8313 | 0.7361 | 0.8067 | +| 0.0983 | 28.65 | 10600 | 0.5138 | 0.7373 | 0.8314 | 0.8979 | 0.9517 | 0.8232 | 0.8747 | 0.5292 | 0.9075 | 0.8836 | 0.8498 | 0.8825 | 0.6879 | 0.7754 | 0.4499 | 0.8285 | 0.7291 | 0.8079 | +| 0.1172 | 28.7 | 10620 | 0.5070 | 0.7353 | 0.8305 | 0.8965 | 0.9486 | 0.8033 | 0.8627 | 0.5559 | 0.9095 | 0.8822 | 0.8511 | 0.8816 | 0.6849 | 0.7678 | 0.4554 | 0.8281 | 0.7283 | 0.8007 | +| 0.0848 | 28.76 | 10640 | 0.5343 | 0.7349 | 0.8277 | 0.8966 | 0.9473 | 0.8163 | 0.8639 | 0.5377 | 0.9189 | 0.8646 | 0.8449 | 0.8804 | 0.6878 | 0.7648 | 0.4513 | 0.8291 | 0.7315 | 0.7992 | +| 0.0883 | 28.81 | 10660 | 0.5272 | 0.7328 | 0.8273 | 0.8958 | 0.9458 | 0.8120 | 0.8575 | 0.5372 | 0.9160 | 0.8721 | 0.8501 | 0.8804 | 0.6831 | 0.7607 | 0.4502 | 0.8295 | 0.7346 | 0.7910 | +| 0.0658 | 28.86 | 10680 | 0.4960 | 0.7376 | 0.8344 | 0.8975 | 0.9476 | 0.8178 | 0.8731 | 0.5653 | 0.9108 | 0.8765 | 0.8496 | 0.8823 | 0.6899 | 0.7722 | 0.4532 | 0.8293 | 0.7336 | 0.8029 | +| 0.1813 | 28.92 | 10700 | 0.4870 | 0.7373 | 0.8351 | 0.8972 | 0.9463 | 0.8145 | 0.8781 | 0.5677 | 0.9079 | 0.8770 | 0.8539 | 0.8821 | 0.6908 | 0.7763 | 0.4499 | 0.8282 | 0.7317 | 0.8023 | +| 0.0801 | 28.97 | 10720 | 0.5059 | 0.7395 | 0.8358 | 0.8987 | 0.9490 | 0.8290 | 0.8881 | 0.5531 | 0.9100 | 0.8734 | 0.8478 | 0.8833 | 0.6922 | 0.7757 | 0.4509 | 0.8306 | 0.7363 | 0.8072 | +| 0.1161 | 29.03 | 10740 | 0.4992 | 0.7385 | 0.8267 | 0.8996 | 0.9506 | 0.8039 | 0.8764 | 0.5176 | 0.9227 | 0.8709 | 0.8448 | 0.8834 | 0.6889 | 0.7763 | 0.4424 | 0.8332 | 0.7387 | 0.8068 | +| 0.102 | 29.08 | 10760 | 0.4972 | 0.7395 | 0.8333 | 0.8990 | 0.9481 | 0.8239 | 0.8832 | 0.5419 | 0.9151 | 0.8723 | 0.8489 | 0.8835 | 0.6906 | 0.7747 | 0.4518 | 0.8309 | 0.7373 | 0.8080 | +| 0.0575 | 29.14 | 10780 | 0.4989 | 0.7384 | 0.8356 | 0.8978 | 0.9496 | 0.8199 | 0.8850 | 0.5567 | 0.9047 | 0.8864 | 0.8469 | 0.8826 | 0.6898 | 0.7748 | 0.4529 | 0.8281 | 0.7331 | 0.8076 | +| 0.2291 | 29.19 | 10800 | 0.5068 | 0.7395 | 0.8337 | 0.8989 | 0.9509 | 0.8265 | 0.8804 | 0.5405 | 0.9111 | 0.8807 | 0.8460 | 0.8827 | 0.6904 | 0.7779 | 0.4512 | 0.8310 | 0.7357 | 0.8079 | +| 0.1433 | 29.24 | 10820 | 0.5152 | 0.7379 | 0.8321 | 0.8982 | 0.9523 | 0.8245 | 0.8827 | 0.5227 | 0.9048 | 0.8912 | 0.8469 | 0.8821 | 0.6901 | 0.7780 | 0.4470 | 0.8290 | 0.7316 | 0.8077 | +| 0.108 | 29.3 | 10840 | 0.5099 | 0.7376 | 0.8301 | 0.8985 | 0.9514 | 0.8171 | 0.8771 | 0.5298 | 0.9138 | 0.8765 | 0.8452 | 0.8829 | 0.6880 | 0.7771 | 0.4444 | 0.8303 | 0.7334 | 0.8075 | +| 0.0483 | 29.35 | 10860 | 0.5098 | 0.7386 | 0.8324 | 0.8989 | 0.9517 | 0.8164 | 0.8801 | 0.5440 | 0.9122 | 0.8764 | 0.8463 | 0.8838 | 0.6881 | 0.7783 | 0.4459 | 0.8313 | 0.7351 | 0.8077 | +| 0.1346 | 29.41 | 10880 | 0.5062 | 0.7387 | 0.8303 | 0.8992 | 0.9506 | 0.8198 | 0.8838 | 0.5155 | 0.9127 | 0.8792 | 0.8506 | 0.8827 | 0.6920 | 0.7781 | 0.4410 | 0.8315 | 0.7375 | 0.8078 | +| 0.0519 | 29.46 | 10900 | 0.5033 | 0.7385 | 0.8364 | 0.8982 | 0.9490 | 0.8246 | 0.8848 | 0.5554 | 0.9049 | 0.8846 | 0.8515 | 0.8829 | 0.6900 | 0.7758 | 0.4475 | 0.8291 | 0.7359 | 0.8085 | +| 0.0887 | 29.51 | 10920 | 0.4944 | 0.7391 | 0.8346 | 0.8988 | 0.9458 | 0.8139 | 0.8788 | 0.5670 | 0.9165 | 0.8630 | 0.8573 | 0.8828 | 0.6891 | 0.7742 | 0.4471 | 0.8323 | 0.7388 | 0.8096 | +| 0.0459 | 29.57 | 10940 | 0.5146 | 0.7377 | 0.8318 | 0.8981 | 0.9517 | 0.7884 | 0.8793 | 0.5671 | 0.9088 | 0.8766 | 0.8504 | 0.8824 | 0.6827 | 0.7711 | 0.4512 | 0.8303 | 0.7370 | 0.8091 | +| 0.1426 | 29.62 | 10960 | 0.5061 | 0.7391 | 0.8341 | 0.8988 | 0.9486 | 0.8155 | 0.8785 | 0.5586 | 0.9139 | 0.8752 | 0.8485 | 0.8831 | 0.6862 | 0.7744 | 0.4548 | 0.8319 | 0.7346 | 0.8086 | +| 0.1005 | 29.68 | 10980 | 0.5043 | 0.7394 | 0.8359 | 0.8989 | 0.9454 | 0.8271 | 0.8817 | 0.5554 | 0.9151 | 0.8744 | 0.8519 | 0.8828 | 0.6846 | 0.7763 | 0.4548 | 0.8325 | 0.7352 | 0.8093 | +| 0.0813 | 29.73 | 11000 | 0.5017 | 0.7388 | 0.8340 | 0.8990 | 0.9493 | 0.8224 | 0.8803 | 0.5501 | 0.9145 | 0.8769 | 0.8447 | 0.8832 | 0.6869 | 0.7761 | 0.4513 | 0.8335 | 0.7339 | 0.8067 | +| 0.097 | 29.78 | 11020 | 0.5056 | 0.7388 | 0.8330 | 0.8989 | 0.9509 | 0.8049 | 0.8786 | 0.5613 | 0.9136 | 0.8766 | 0.8450 | 0.8837 | 0.6860 | 0.7753 | 0.4515 | 0.8325 | 0.7349 | 0.8076 | +| 0.1054 | 29.84 | 11040 | 0.4909 | 0.7394 | 0.8345 | 0.8990 | 0.9499 | 0.8158 | 0.8694 | 0.5638 | 0.9135 | 0.8773 | 0.8518 | 0.8833 | 0.6873 | 0.7743 | 0.4534 | 0.8327 | 0.7337 | 0.8112 | +| 0.0929 | 29.89 | 11060 | 0.4900 | 0.7388 | 0.8349 | 0.8985 | 0.9485 | 0.8152 | 0.8774 | 0.5662 | 0.9119 | 0.8715 | 0.8536 | 0.8830 | 0.6888 | 0.7755 | 0.4492 | 0.8310 | 0.7317 | 0.8124 | +| 0.1017 | 29.95 | 11080 | 0.4941 | 0.7379 | 0.8332 | 0.8981 | 0.9515 | 0.7969 | 0.8751 | 0.5676 | 0.9073 | 0.8831 | 0.8506 | 0.8838 | 0.6865 | 0.7753 | 0.4513 | 0.8294 | 0.7288 | 0.8102 | +| 0.2887 | 30.0 | 11100 | 0.5168 | 0.7367 | 0.8276 | 0.8984 | 0.9523 | 0.8127 | 0.8781 | 0.5245 | 0.9167 | 0.8651 | 0.8438 | 0.8826 | 0.6891 | 0.7747 | 0.4405 | 0.8310 | 0.7315 | 0.8073 | +| 0.1735 | 30.05 | 11120 | 0.5168 | 0.7373 | 0.8282 | 0.8986 | 0.9470 | 0.8124 | 0.8744 | 0.5265 | 0.9226 | 0.8662 | 0.8484 | 0.8836 | 0.6888 | 0.7748 | 0.4427 | 0.8308 | 0.7317 | 0.8087 | +| 0.1297 | 30.11 | 11140 | 0.4993 | 0.7368 | 0.8284 | 0.8985 | 0.9500 | 0.7898 | 0.8753 | 0.5373 | 0.9147 | 0.8815 | 0.8501 | 0.8840 | 0.6848 | 0.7736 | 0.4434 | 0.8311 | 0.7314 | 0.8091 | +| 0.0236 | 30.16 | 11160 | 0.5068 | 0.7380 | 0.8331 | 0.8986 | 0.9495 | 0.8218 | 0.8759 | 0.5429 | 0.9121 | 0.8796 | 0.8498 | 0.8837 | 0.6900 | 0.7754 | 0.4446 | 0.8311 | 0.7325 | 0.8087 | +| 0.076 | 30.22 | 11180 | 0.5090 | 0.7363 | 0.8370 | 0.8973 | 0.9483 | 0.8279 | 0.8831 | 0.5709 | 0.9057 | 0.8742 | 0.8487 | 0.8832 | 0.6875 | 0.7753 | 0.4391 | 0.8286 | 0.7319 | 0.8084 | +| 0.0789 | 30.27 | 11200 | 0.5203 | 0.7369 | 0.8355 | 0.8975 | 0.9489 | 0.8181 | 0.8839 | 0.5596 | 0.9050 | 0.8864 | 0.8467 | 0.8833 | 0.6862 | 0.7751 | 0.4478 | 0.8286 | 0.7292 | 0.8081 | +| 0.1242 | 30.32 | 11220 | 0.5284 | 0.7382 | 0.8357 | 0.8981 | 0.9463 | 0.8243 | 0.8691 | 0.5792 | 0.9172 | 0.8660 | 0.8479 | 0.8831 | 0.6856 | 0.7738 | 0.4558 | 0.8311 | 0.7300 | 0.8083 | +| 0.061 | 30.38 | 11240 | 0.5051 | 0.7383 | 0.8313 | 0.8987 | 0.9498 | 0.7971 | 0.8681 | 0.5757 | 0.9201 | 0.8584 | 0.8496 | 0.8832 | 0.6847 | 0.7747 | 0.4523 | 0.8326 | 0.7321 | 0.8086 | +| 0.0737 | 30.43 | 11260 | 0.5169 | 0.7388 | 0.8316 | 0.8989 | 0.9465 | 0.8152 | 0.8759 | 0.5519 | 0.9223 | 0.8617 | 0.8478 | 0.8827 | 0.6864 | 0.7736 | 0.4532 | 0.8327 | 0.7347 | 0.8083 | +| 0.0789 | 30.49 | 11280 | 0.5029 | 0.7359 | 0.8330 | 0.8974 | 0.9464 | 0.8104 | 0.8656 | 0.5689 | 0.9150 | 0.8761 | 0.8489 | 0.8828 | 0.6851 | 0.7625 | 0.4521 | 0.8324 | 0.7345 | 0.8020 | +| 0.0723 | 30.54 | 11300 | 0.4975 | 0.7363 | 0.8326 | 0.8975 | 0.9466 | 0.8122 | 0.8679 | 0.5629 | 0.9146 | 0.8731 | 0.8512 | 0.8820 | 0.6853 | 0.7654 | 0.4529 | 0.8320 | 0.7335 | 0.8033 | +| 0.0934 | 30.59 | 11320 | 0.5015 | 0.7380 | 0.8351 | 0.8982 | 0.9452 | 0.8144 | 0.8751 | 0.5648 | 0.9149 | 0.8844 | 0.8469 | 0.8832 | 0.6853 | 0.7719 | 0.4531 | 0.8322 | 0.7335 | 0.8066 | +| 0.1817 | 30.65 | 11340 | 0.4986 | 0.7374 | 0.8329 | 0.8980 | 0.9450 | 0.8080 | 0.8801 | 0.5540 | 0.9152 | 0.8806 | 0.8475 | 0.8827 | 0.6849 | 0.7719 | 0.4515 | 0.8305 | 0.7331 | 0.8072 | +| 0.0949 | 30.7 | 11360 | 0.5022 | 0.7370 | 0.8321 | 0.8978 | 0.9469 | 0.8177 | 0.8678 | 0.5522 | 0.9156 | 0.8730 | 0.8519 | 0.8825 | 0.6862 | 0.7704 | 0.4498 | 0.8304 | 0.7316 | 0.8079 | +| 0.0598 | 30.76 | 11380 | 0.5137 | 0.7355 | 0.8334 | 0.8967 | 0.9466 | 0.8195 | 0.8797 | 0.5513 | 0.9079 | 0.8799 | 0.8487 | 0.8810 | 0.6868 | 0.7694 | 0.4459 | 0.8280 | 0.7298 | 0.8076 | +| 0.0862 | 30.81 | 11400 | 0.5024 | 0.7361 | 0.8323 | 0.8974 | 0.9450 | 0.8229 | 0.8762 | 0.5460 | 0.9152 | 0.8693 | 0.8512 | 0.8815 | 0.6877 | 0.7719 | 0.4438 | 0.8301 | 0.7310 | 0.8065 | +| 0.0986 | 30.86 | 11420 | 0.4984 | 0.7368 | 0.8314 | 0.8982 | 0.9477 | 0.8202 | 0.8763 | 0.5405 | 0.9165 | 0.8707 | 0.8482 | 0.8827 | 0.6866 | 0.7743 | 0.4448 | 0.8320 | 0.7319 | 0.8057 | +| 0.1547 | 30.92 | 11440 | 0.4873 | 0.7368 | 0.8292 | 0.8986 | 0.9499 | 0.8000 | 0.8805 | 0.5394 | 0.9164 | 0.8715 | 0.8469 | 0.8835 | 0.6826 | 0.7758 | 0.4449 | 0.8324 | 0.7319 | 0.8065 | +| 0.0862 | 30.97 | 11460 | 0.4972 | 0.7367 | 0.8282 | 0.8985 | 0.9486 | 0.8141 | 0.8820 | 0.5210 | 0.9190 | 0.8664 | 0.8466 | 0.8825 | 0.6864 | 0.7747 | 0.4415 | 0.8319 | 0.7343 | 0.8055 | +| 0.0682 | 31.03 | 11480 | 0.5034 | 0.7351 | 0.8300 | 0.8973 | 0.9477 | 0.8149 | 0.8659 | 0.5473 | 0.9164 | 0.8677 | 0.8500 | 0.8813 | 0.6870 | 0.7677 | 0.4425 | 0.8320 | 0.7335 | 0.8014 | +| 0.1793 | 31.08 | 11500 | 0.5248 | 0.7319 | 0.8226 | 0.8969 | 0.9475 | 0.8239 | 0.8575 | 0.4909 | 0.9229 | 0.8654 | 0.8501 | 0.8808 | 0.6870 | 0.7657 | 0.4282 | 0.8318 | 0.7336 | 0.7964 | +| 0.0667 | 31.14 | 11520 | 0.5120 | 0.7352 | 0.8295 | 0.8971 | 0.9477 | 0.8112 | 0.8644 | 0.5442 | 0.9152 | 0.8732 | 0.8508 | 0.8808 | 0.6864 | 0.7683 | 0.4458 | 0.8315 | 0.7320 | 0.8014 | +| 0.0515 | 31.19 | 11540 | 0.5148 | 0.7356 | 0.8297 | 0.8971 | 0.9450 | 0.8034 | 0.8681 | 0.5526 | 0.9180 | 0.8703 | 0.8508 | 0.8808 | 0.6851 | 0.7687 | 0.4513 | 0.8313 | 0.7315 | 0.8006 | +| 0.0918 | 31.24 | 11560 | 0.5018 | 0.7368 | 0.8314 | 0.8977 | 0.9470 | 0.8104 | 0.8627 | 0.5641 | 0.9187 | 0.8665 | 0.8507 | 0.8816 | 0.6864 | 0.7713 | 0.4510 | 0.8322 | 0.7330 | 0.8024 | +| 0.0613 | 31.3 | 11580 | 0.5291 | 0.7375 | 0.8323 | 0.8979 | 0.9490 | 0.8056 | 0.8765 | 0.5574 | 0.9117 | 0.8774 | 0.8485 | 0.8820 | 0.6860 | 0.7743 | 0.4521 | 0.8304 | 0.7317 | 0.8063 | +| 0.3483 | 31.35 | 11600 | 0.5338 | 0.7363 | 0.8296 | 0.8974 | 0.9506 | 0.8040 | 0.8788 | 0.5517 | 0.9130 | 0.8604 | 0.8488 | 0.8808 | 0.6839 | 0.7724 | 0.4504 | 0.8296 | 0.7306 | 0.8066 | +| 0.0948 | 31.41 | 11620 | 0.5038 | 0.7373 | 0.8361 | 0.8974 | 0.9480 | 0.8265 | 0.8796 | 0.5653 | 0.9071 | 0.8763 | 0.8496 | 0.8816 | 0.6865 | 0.7735 | 0.4515 | 0.8294 | 0.7318 | 0.8068 | +| 0.1159 | 31.46 | 11640 | 0.5139 | 0.7364 | 0.8335 | 0.8973 | 0.9460 | 0.8170 | 0.8755 | 0.5700 | 0.9169 | 0.8668 | 0.8422 | 0.8823 | 0.6847 | 0.7736 | 0.4488 | 0.8301 | 0.7336 | 0.8015 | +| 0.0652 | 31.51 | 11660 | 0.5207 | 0.7370 | 0.8320 | 0.8979 | 0.9482 | 0.8074 | 0.8741 | 0.5614 | 0.9158 | 0.8722 | 0.8452 | 0.8822 | 0.6813 | 0.7709 | 0.4528 | 0.8312 | 0.7342 | 0.8066 | +| 0.0718 | 31.57 | 11680 | 0.5304 | 0.7388 | 0.8330 | 0.8989 | 0.9479 | 0.8210 | 0.8744 | 0.5500 | 0.9178 | 0.8721 | 0.8478 | 0.8829 | 0.6836 | 0.7745 | 0.4565 | 0.8330 | 0.7345 | 0.8063 | +| 0.0911 | 31.62 | 11700 | 0.5200 | 0.7388 | 0.8323 | 0.8989 | 0.9500 | 0.8152 | 0.8838 | 0.5456 | 0.9143 | 0.8702 | 0.8470 | 0.8827 | 0.6847 | 0.7758 | 0.4549 | 0.8326 | 0.7348 | 0.8061 | +| 0.484 | 31.68 | 11720 | 0.5312 | 0.7382 | 0.8305 | 0.8986 | 0.9493 | 0.8051 | 0.8792 | 0.5463 | 0.9174 | 0.8705 | 0.8454 | 0.8826 | 0.6829 | 0.7749 | 0.4560 | 0.8324 | 0.7327 | 0.8058 | +| 0.0859 | 31.73 | 11740 | 0.5135 | 0.7387 | 0.8314 | 0.8988 | 0.9497 | 0.8054 | 0.8717 | 0.5569 | 0.9180 | 0.8701 | 0.8478 | 0.8829 | 0.6835 | 0.7754 | 0.4571 | 0.8335 | 0.7329 | 0.8053 | +| 0.1524 | 31.78 | 11760 | 0.5221 | 0.7377 | 0.8322 | 0.8982 | 0.9487 | 0.8046 | 0.8739 | 0.5673 | 0.9166 | 0.8677 | 0.8463 | 0.8824 | 0.6832 | 0.7739 | 0.4554 | 0.8322 | 0.7317 | 0.8054 | +| 0.075 | 31.84 | 11780 | 0.5247 | 0.7370 | 0.8360 | 0.8976 | 0.9466 | 0.8143 | 0.8765 | 0.5767 | 0.9104 | 0.8799 | 0.8476 | 0.8829 | 0.6849 | 0.7725 | 0.4518 | 0.8310 | 0.7311 | 0.8051 | +| 0.0929 | 31.89 | 11800 | 0.5292 | 0.7383 | 0.8321 | 0.8986 | 0.9496 | 0.8164 | 0.8774 | 0.5418 | 0.9140 | 0.8806 | 0.8448 | 0.8830 | 0.6860 | 0.7748 | 0.4547 | 0.8318 | 0.7313 | 0.8066 | +| 0.0987 | 31.95 | 11820 | 0.5292 | 0.7385 | 0.8301 | 0.8991 | 0.9499 | 0.8254 | 0.8856 | 0.5263 | 0.9181 | 0.8566 | 0.8489 | 0.8823 | 0.6877 | 0.7756 | 0.4504 | 0.8332 | 0.7337 | 0.8067 | +| 0.092 | 32.0 | 11840 | 0.5141 | 0.7386 | 0.8314 | 0.8989 | 0.9479 | 0.8123 | 0.8734 | 0.5431 | 0.9182 | 0.8757 | 0.8492 | 0.8837 | 0.6864 | 0.7745 | 0.4524 | 0.8324 | 0.7335 | 0.8071 | +| 0.0866 | 32.05 | 11860 | 0.5429 | 0.7385 | 0.8325 | 0.8988 | 0.9493 | 0.8134 | 0.8796 | 0.5541 | 0.9169 | 0.8685 | 0.8454 | 0.8833 | 0.6860 | 0.7754 | 0.4529 | 0.8329 | 0.7325 | 0.8068 | +| 0.8609 | 32.11 | 11880 | 0.5457 | 0.7389 | 0.8313 | 0.8992 | 0.9496 | 0.8079 | 0.8842 | 0.5399 | 0.9155 | 0.8752 | 0.8471 | 0.8837 | 0.6855 | 0.7761 | 0.4539 | 0.8330 | 0.7334 | 0.8068 | +| 0.1286 | 32.16 | 11900 | 0.5281 | 0.7385 | 0.8323 | 0.8989 | 0.9481 | 0.8075 | 0.8879 | 0.5454 | 0.9146 | 0.8732 | 0.8492 | 0.8830 | 0.6843 | 0.7752 | 0.4527 | 0.8332 | 0.7341 | 0.8072 | +| 0.1147 | 32.22 | 11920 | 0.5275 | 0.7381 | 0.8342 | 0.8986 | 0.9481 | 0.8173 | 0.8830 | 0.5510 | 0.9118 | 0.8802 | 0.8482 | 0.8830 | 0.6849 | 0.7782 | 0.4497 | 0.8323 | 0.7323 | 0.8063 | +| 0.1951 | 32.27 | 11940 | 0.5316 | 0.7379 | 0.8298 | 0.8991 | 0.9505 | 0.7977 | 0.8824 | 0.5455 | 0.9174 | 0.8686 | 0.8466 | 0.8835 | 0.6827 | 0.7800 | 0.4464 | 0.8333 | 0.7332 | 0.8061 | +| 0.1721 | 32.32 | 11960 | 0.5186 | 0.7379 | 0.8341 | 0.8986 | 0.9483 | 0.8141 | 0.8829 | 0.5663 | 0.9159 | 0.8663 | 0.8450 | 0.8836 | 0.6850 | 0.7789 | 0.4453 | 0.8326 | 0.7333 | 0.8064 | +| 0.1131 | 32.38 | 11980 | 0.5178 | 0.7383 | 0.8347 | 0.8984 | 0.9489 | 0.8125 | 0.8850 | 0.5634 | 0.9107 | 0.8740 | 0.8485 | 0.8832 | 0.6854 | 0.7791 | 0.4487 | 0.8312 | 0.7331 | 0.8073 | +| 0.218 | 32.43 | 12000 | 0.5391 | 0.7388 | 0.8327 | 0.8989 | 0.9462 | 0.8218 | 0.8745 | 0.5469 | 0.9201 | 0.8694 | 0.8500 | 0.8829 | 0.6863 | 0.7780 | 0.4499 | 0.8326 | 0.7341 | 0.8077 | +| 0.0878 | 32.49 | 12020 | 0.5231 | 0.7395 | 0.8335 | 0.8993 | 0.9499 | 0.8186 | 0.8790 | 0.5511 | 0.9154 | 0.8708 | 0.8495 | 0.8830 | 0.6860 | 0.7787 | 0.4514 | 0.8336 | 0.7359 | 0.8082 | +| 0.0989 | 32.54 | 12040 | 0.5410 | 0.7377 | 0.8287 | 0.8992 | 0.9503 | 0.8194 | 0.8819 | 0.5153 | 0.9192 | 0.8709 | 0.8440 | 0.8824 | 0.6836 | 0.7788 | 0.4437 | 0.8337 | 0.7351 | 0.8068 | +| 0.0789 | 32.59 | 12060 | 0.5251 | 0.7390 | 0.8325 | 0.8995 | 0.9509 | 0.8187 | 0.8797 | 0.5424 | 0.9159 | 0.8757 | 0.8443 | 0.8833 | 0.6852 | 0.7799 | 0.4474 | 0.8342 | 0.7362 | 0.8069 | +| 0.0812 | 32.65 | 12080 | 0.5247 | 0.7380 | 0.8275 | 0.8993 | 0.9517 | 0.7944 | 0.8784 | 0.5329 | 0.9189 | 0.8689 | 0.8475 | 0.8827 | 0.6835 | 0.7795 | 0.4442 | 0.8333 | 0.7356 | 0.8074 | +| 0.1758 | 32.7 | 12100 | 0.5203 | 0.7379 | 0.8310 | 0.8989 | 0.9502 | 0.8076 | 0.8869 | 0.5432 | 0.9154 | 0.8677 | 0.8459 | 0.8831 | 0.6860 | 0.7782 | 0.4431 | 0.8327 | 0.7356 | 0.8064 | +| 1.11 | 32.76 | 12120 | 0.5273 | 0.7388 | 0.8313 | 0.8992 | 0.9483 | 0.8110 | 0.8816 | 0.5502 | 0.9211 | 0.8609 | 0.8463 | 0.8832 | 0.6859 | 0.7778 | 0.4480 | 0.8334 | 0.7366 | 0.8065 | +| 0.1117 | 32.81 | 12140 | 0.5275 | 0.7380 | 0.8336 | 0.8985 | 0.9482 | 0.8261 | 0.8820 | 0.5498 | 0.9156 | 0.8694 | 0.8439 | 0.8827 | 0.6859 | 0.7779 | 0.4487 | 0.8320 | 0.7346 | 0.8043 | +| 0.1276 | 32.86 | 12160 | 0.5291 | 0.7375 | 0.8299 | 0.8987 | 0.9501 | 0.8086 | 0.8883 | 0.5343 | 0.9151 | 0.8648 | 0.8480 | 0.8826 | 0.6849 | 0.7777 | 0.4448 | 0.8322 | 0.7336 | 0.8065 | +| 1.0557 | 32.92 | 12180 | 0.5154 | 0.7376 | 0.8336 | 0.8985 | 0.9500 | 0.8272 | 0.8801 | 0.5476 | 0.9120 | 0.8697 | 0.8488 | 0.8825 | 0.6850 | 0.7781 | 0.4454 | 0.8326 | 0.7334 | 0.8060 | +| 0.0903 | 32.97 | 12200 | 0.5077 | 0.7372 | 0.8313 | 0.8984 | 0.9491 | 0.8106 | 0.8829 | 0.5507 | 0.9171 | 0.8638 | 0.8445 | 0.8832 | 0.6846 | 0.7767 | 0.4457 | 0.8323 | 0.7331 | 0.8047 | +| 0.083 | 33.03 | 12220 | 0.5192 | 0.7362 | 0.8287 | 0.8980 | 0.9502 | 0.8013 | 0.8836 | 0.5495 | 0.9186 | 0.8571 | 0.8407 | 0.8830 | 0.6833 | 0.7761 | 0.4458 | 0.8308 | 0.7331 | 0.8016 | +| 0.1091 | 33.08 | 12240 | 0.5194 | 0.7358 | 0.8278 | 0.8975 | 0.9471 | 0.8053 | 0.8794 | 0.5445 | 0.9236 | 0.8589 | 0.8358 | 0.8838 | 0.6849 | 0.7767 | 0.4464 | 0.8287 | 0.7345 | 0.7956 | +| 1.0202 | 33.14 | 12260 | 0.5309 | 0.7349 | 0.8287 | 0.8966 | 0.9498 | 0.8113 | 0.8817 | 0.5438 | 0.9162 | 0.8699 | 0.8283 | 0.8829 | 0.6850 | 0.7760 | 0.4487 | 0.8271 | 0.7337 | 0.7907 | +| 0.1171 | 33.19 | 12280 | 0.5182 | 0.7354 | 0.8298 | 0.8969 | 0.9472 | 0.8068 | 0.8773 | 0.5545 | 0.9191 | 0.8741 | 0.8299 | 0.8836 | 0.6846 | 0.7757 | 0.4513 | 0.8278 | 0.7325 | 0.7925 | +| 0.08 | 33.24 | 12300 | 0.5322 | 0.7374 | 0.8331 | 0.8979 | 0.9495 | 0.8102 | 0.8808 | 0.5709 | 0.9152 | 0.8655 | 0.8395 | 0.8835 | 0.6855 | 0.7771 | 0.4516 | 0.8307 | 0.7323 | 0.8009 | +| 0.1076 | 33.3 | 12320 | 0.5310 | 0.7384 | 0.8321 | 0.8986 | 0.9518 | 0.8171 | 0.8812 | 0.5516 | 0.9143 | 0.8655 | 0.8433 | 0.8825 | 0.6867 | 0.7788 | 0.4511 | 0.8323 | 0.7331 | 0.8046 | +| 0.0802 | 33.35 | 12340 | 0.5271 | 0.7390 | 0.8323 | 0.8991 | 0.9504 | 0.8175 | 0.8801 | 0.5471 | 0.9158 | 0.8673 | 0.8475 | 0.8825 | 0.6869 | 0.7782 | 0.4505 | 0.8333 | 0.7339 | 0.8076 | +| 0.1013 | 33.41 | 12360 | 0.5283 | 0.7387 | 0.8311 | 0.8991 | 0.9506 | 0.8091 | 0.8774 | 0.5511 | 0.9182 | 0.8646 | 0.8466 | 0.8829 | 0.6861 | 0.7766 | 0.4504 | 0.8335 | 0.7341 | 0.8074 | +| 0.0571 | 33.46 | 12380 | 0.5331 | 0.7389 | 0.8313 | 0.8994 | 0.9504 | 0.8154 | 0.8806 | 0.5420 | 0.9187 | 0.8676 | 0.8443 | 0.8832 | 0.6860 | 0.7767 | 0.4491 | 0.8344 | 0.7364 | 0.8064 | +| 0.1864 | 33.51 | 12400 | 0.5320 | 0.7386 | 0.8314 | 0.8993 | 0.9483 | 0.8282 | 0.8744 | 0.5328 | 0.9216 | 0.8698 | 0.8447 | 0.8824 | 0.6848 | 0.7758 | 0.4484 | 0.8349 | 0.7368 | 0.8068 | +| 0.1348 | 33.57 | 12420 | 0.5338 | 0.7369 | 0.8278 | 0.8989 | 0.9485 | 0.8161 | 0.8826 | 0.5116 | 0.9198 | 0.8674 | 0.8483 | 0.8822 | 0.6851 | 0.7767 | 0.4398 | 0.8327 | 0.7340 | 0.8080 | +| 0.124 | 33.62 | 12440 | 0.5470 | 0.7370 | 0.8299 | 0.8982 | 0.9489 | 0.8061 | 0.8779 | 0.5421 | 0.9163 | 0.8721 | 0.8459 | 0.8823 | 0.6844 | 0.7746 | 0.4480 | 0.8312 | 0.7319 | 0.8066 | +| 0.1407 | 33.68 | 12460 | 0.5247 | 0.7373 | 0.8302 | 0.8985 | 0.9474 | 0.8089 | 0.8794 | 0.5392 | 0.9182 | 0.8704 | 0.8481 | 0.8828 | 0.6848 | 0.7758 | 0.4464 | 0.8319 | 0.7322 | 0.8070 | +| 0.0748 | 33.73 | 12480 | 0.5144 | 0.7375 | 0.8328 | 0.8985 | 0.9469 | 0.8202 | 0.8775 | 0.5509 | 0.9174 | 0.8683 | 0.8483 | 0.8830 | 0.6855 | 0.7758 | 0.4455 | 0.8320 | 0.7336 | 0.8073 | +| 0.0599 | 33.78 | 12500 | 0.5234 | 0.7374 | 0.8318 | 0.8985 | 0.9471 | 0.8159 | 0.8779 | 0.5543 | 0.9203 | 0.8610 | 0.8458 | 0.8832 | 0.6853 | 0.7767 | 0.4439 | 0.8317 | 0.7359 | 0.8055 | +| 0.1267 | 33.84 | 12520 | 0.5111 | 0.7387 | 0.8323 | 0.8990 | 0.9483 | 0.8146 | 0.8782 | 0.5473 | 0.9176 | 0.8719 | 0.8483 | 0.8835 | 0.6861 | 0.7770 | 0.4484 | 0.8326 | 0.7363 | 0.8070 | +| 0.1081 | 33.89 | 12540 | 0.5096 | 0.7391 | 0.8335 | 0.8991 | 0.9476 | 0.8171 | 0.8809 | 0.5545 | 0.9173 | 0.8679 | 0.8495 | 0.8833 | 0.6862 | 0.7770 | 0.4499 | 0.8328 | 0.7367 | 0.8077 | +| 0.1534 | 33.95 | 12560 | 0.5197 | 0.7377 | 0.8291 | 0.8986 | 0.9490 | 0.8124 | 0.8839 | 0.5406 | 0.9219 | 0.8527 | 0.8437 | 0.8823 | 0.6861 | 0.7761 | 0.4466 | 0.8322 | 0.7373 | 0.8033 | +| 0.0883 | 34.0 | 12580 | 0.5253 | 0.7380 | 0.8304 | 0.8986 | 0.9491 | 0.8131 | 0.8832 | 0.5412 | 0.9174 | 0.8600 | 0.8492 | 0.8824 | 0.6867 | 0.7744 | 0.4487 | 0.8319 | 0.7355 | 0.8066 | +| 0.1357 | 34.05 | 12600 | 0.5270 | 0.7375 | 0.8304 | 0.8984 | 0.9488 | 0.8137 | 0.8783 | 0.5358 | 0.9153 | 0.8710 | 0.8498 | 0.8820 | 0.6868 | 0.7739 | 0.4469 | 0.8312 | 0.7349 | 0.8067 | +| 0.1752 | 34.11 | 12620 | 0.5359 | 0.7350 | 0.8241 | 0.8982 | 0.9464 | 0.8085 | 0.8800 | 0.4924 | 0.9229 | 0.8707 | 0.8476 | 0.8817 | 0.6847 | 0.7727 | 0.4341 | 0.8311 | 0.7352 | 0.8055 | +| 0.0891 | 34.16 | 12640 | 0.5250 | 0.7365 | 0.8273 | 0.8986 | 0.9484 | 0.8102 | 0.8824 | 0.5146 | 0.9191 | 0.8681 | 0.8485 | 0.8821 | 0.6840 | 0.7737 | 0.4401 | 0.8321 | 0.7368 | 0.8063 | +| 0.1144 | 34.22 | 12660 | 0.5314 | 0.7360 | 0.8280 | 0.8982 | 0.9497 | 0.8136 | 0.8815 | 0.5158 | 0.9162 | 0.8780 | 0.8412 | 0.8826 | 0.6855 | 0.7738 | 0.4409 | 0.8311 | 0.7352 | 0.8032 | +| 0.054 | 34.27 | 12680 | 0.5128 | 0.7381 | 0.8298 | 0.8990 | 0.9500 | 0.8058 | 0.8807 | 0.5305 | 0.9155 | 0.8775 | 0.8484 | 0.8828 | 0.6855 | 0.7761 | 0.4444 | 0.8322 | 0.7380 | 0.8077 | +| 0.0874 | 34.32 | 12700 | 0.5174 | 0.7389 | 0.8319 | 0.8990 | 0.9486 | 0.8173 | 0.8792 | 0.5361 | 0.9155 | 0.8763 | 0.8503 | 0.8824 | 0.6873 | 0.7760 | 0.4481 | 0.8322 | 0.7385 | 0.8081 | +| 0.1039 | 34.38 | 12720 | 0.5245 | 0.7377 | 0.8303 | 0.8987 | 0.9482 | 0.8039 | 0.8808 | 0.5392 | 0.9175 | 0.8775 | 0.8448 | 0.8827 | 0.6845 | 0.7738 | 0.4461 | 0.8321 | 0.7387 | 0.8063 | +| 0.0463 | 34.43 | 12740 | 0.5218 | 0.7380 | 0.8333 | 0.8987 | 0.9475 | 0.8271 | 0.8760 | 0.5472 | 0.9181 | 0.8730 | 0.8441 | 0.8825 | 0.6857 | 0.7744 | 0.4457 | 0.8333 | 0.7380 | 0.8061 | +| 0.1081 | 34.49 | 12760 | 0.5196 | 0.7375 | 0.8297 | 0.8988 | 0.9497 | 0.8073 | 0.8747 | 0.5416 | 0.9195 | 0.8703 | 0.8446 | 0.8824 | 0.6847 | 0.7738 | 0.4437 | 0.8338 | 0.7376 | 0.8064 | +| 0.081 | 34.54 | 12780 | 0.5125 | 0.7370 | 0.8293 | 0.8986 | 0.9478 | 0.8050 | 0.8777 | 0.5306 | 0.9183 | 0.8787 | 0.8467 | 0.8825 | 0.6828 | 0.7746 | 0.4430 | 0.8323 | 0.7363 | 0.8076 | +| 0.0977 | 34.59 | 12800 | 0.5308 | 0.7365 | 0.8292 | 0.8982 | 0.9490 | 0.8074 | 0.8773 | 0.5335 | 0.9170 | 0.8767 | 0.8431 | 0.8821 | 0.6830 | 0.7741 | 0.4437 | 0.8315 | 0.7353 | 0.8058 | +| 0.0868 | 34.65 | 12820 | 0.5418 | 0.7351 | 0.8265 | 0.8974 | 0.9477 | 0.8015 | 0.8787 | 0.5256 | 0.9197 | 0.8740 | 0.8384 | 0.8827 | 0.6824 | 0.7740 | 0.4434 | 0.8285 | 0.7345 | 0.8004 | +| 0.0608 | 34.7 | 12840 | 0.5251 | 0.7367 | 0.8259 | 0.8986 | 0.9502 | 0.8028 | 0.8760 | 0.5204 | 0.9217 | 0.8674 | 0.8432 | 0.8824 | 0.6839 | 0.7762 | 0.4426 | 0.8315 | 0.7364 | 0.8041 | +| 0.0687 | 34.76 | 12860 | 0.5354 | 0.7387 | 0.8303 | 0.8990 | 0.9505 | 0.8126 | 0.8771 | 0.5409 | 0.9185 | 0.8670 | 0.8458 | 0.8825 | 0.6854 | 0.7761 | 0.4510 | 0.8328 | 0.7371 | 0.8061 | +| 0.3096 | 34.81 | 12880 | 0.5336 | 0.7377 | 0.8302 | 0.8983 | 0.9494 | 0.8098 | 0.8782 | 0.5466 | 0.9181 | 0.8675 | 0.8421 | 0.8828 | 0.6852 | 0.7750 | 0.4515 | 0.8310 | 0.7359 | 0.8022 | +| 0.104 | 34.86 | 12900 | 0.5582 | 0.7363 | 0.8308 | 0.8977 | 0.9489 | 0.8146 | 0.8857 | 0.5545 | 0.9183 | 0.8551 | 0.8383 | 0.8829 | 0.6853 | 0.7744 | 0.4456 | 0.8303 | 0.7354 | 0.8003 | +| 0.0936 | 34.92 | 12920 | 0.5128 | 0.7386 | 0.8301 | 0.8993 | 0.9491 | 0.8023 | 0.8804 | 0.5496 | 0.9213 | 0.8595 | 0.8484 | 0.8835 | 0.6845 | 0.7758 | 0.4474 | 0.8335 | 0.7377 | 0.8079 | +| 0.0768 | 34.97 | 12940 | 0.5274 | 0.7385 | 0.8312 | 0.8990 | 0.9490 | 0.8079 | 0.8759 | 0.5525 | 0.9196 | 0.8676 | 0.8461 | 0.8827 | 0.6846 | 0.7748 | 0.4492 | 0.8335 | 0.7374 | 0.8073 | +| 0.1264 | 35.03 | 12960 | 0.5331 | 0.7383 | 0.8323 | 0.8987 | 0.9497 | 0.8104 | 0.8749 | 0.5549 | 0.9156 | 0.8732 | 0.8474 | 0.8823 | 0.6849 | 0.7751 | 0.4484 | 0.8325 | 0.7367 | 0.8085 | +| 0.0914 | 35.08 | 12980 | 0.5402 | 0.7383 | 0.8299 | 0.8989 | 0.9493 | 0.7895 | 0.8738 | 0.5463 | 0.9162 | 0.8866 | 0.8476 | 0.8828 | 0.6809 | 0.7751 | 0.4516 | 0.8322 | 0.7368 | 0.8086 | +| 0.1519 | 35.14 | 13000 | 0.5242 | 0.7397 | 0.8319 | 0.8995 | 0.9494 | 0.8131 | 0.8736 | 0.5449 | 0.9180 | 0.8751 | 0.8495 | 0.8827 | 0.6858 | 0.7766 | 0.4513 | 0.8336 | 0.7388 | 0.8088 | +| 0.1142 | 35.19 | 13020 | 0.5217 | 0.7387 | 0.8302 | 0.8991 | 0.9510 | 0.8009 | 0.8777 | 0.5456 | 0.9173 | 0.8752 | 0.8434 | 0.8824 | 0.6836 | 0.7757 | 0.4511 | 0.8332 | 0.7381 | 0.8066 | +| 0.0806 | 35.24 | 13040 | 0.5147 | 0.7397 | 0.8316 | 0.8996 | 0.9490 | 0.8127 | 0.8787 | 0.5437 | 0.9202 | 0.8701 | 0.8468 | 0.8829 | 0.6864 | 0.7769 | 0.4506 | 0.8345 | 0.7390 | 0.8077 | +| 0.042 | 35.3 | 13060 | 0.5273 | 0.7394 | 0.8318 | 0.8994 | 0.9489 | 0.8131 | 0.8806 | 0.5418 | 0.9181 | 0.8722 | 0.8480 | 0.8829 | 0.6867 | 0.7763 | 0.4487 | 0.8338 | 0.7393 | 0.8080 | +| 0.0955 | 35.35 | 13080 | 0.5273 | 0.7391 | 0.8312 | 0.8993 | 0.9464 | 0.8177 | 0.8766 | 0.5423 | 0.9234 | 0.8612 | 0.8509 | 0.8829 | 0.6871 | 0.7765 | 0.4471 | 0.8333 | 0.7381 | 0.8088 | +| 0.1172 | 35.41 | 13100 | 0.5268 | 0.7382 | 0.8307 | 0.8989 | 0.9475 | 0.8181 | 0.8754 | 0.5360 | 0.9199 | 0.8677 | 0.8502 | 0.8823 | 0.6860 | 0.7749 | 0.4459 | 0.8323 | 0.7373 | 0.8087 | +| 0.0279 | 35.46 | 13120 | 0.5304 | 0.7383 | 0.8323 | 0.8987 | 0.9488 | 0.8143 | 0.8835 | 0.5400 | 0.9128 | 0.8778 | 0.8487 | 0.8822 | 0.6846 | 0.7745 | 0.4498 | 0.8317 | 0.7368 | 0.8083 | +| 0.1464 | 35.51 | 13140 | 0.5380 | 0.7386 | 0.8325 | 0.8988 | 0.9484 | 0.8118 | 0.8862 | 0.5444 | 0.9134 | 0.8745 | 0.8492 | 0.8822 | 0.6846 | 0.7744 | 0.4502 | 0.8317 | 0.7390 | 0.8083 | +| 0.1304 | 35.57 | 13160 | 0.5651 | 0.7343 | 0.8276 | 0.8965 | 0.9485 | 0.8166 | 0.8783 | 0.5331 | 0.9191 | 0.8719 | 0.8256 | 0.8821 | 0.6848 | 0.7749 | 0.4454 | 0.8267 | 0.7367 | 0.7898 | +| 0.0506 | 35.62 | 13180 | 0.5187 | 0.7387 | 0.8317 | 0.8991 | 0.9486 | 0.8162 | 0.8809 | 0.5396 | 0.9179 | 0.8721 | 0.8465 | 0.8828 | 0.6856 | 0.7776 | 0.4464 | 0.8330 | 0.7387 | 0.8066 | +| 0.0938 | 35.68 | 13200 | 0.5224 | 0.7389 | 0.8313 | 0.8992 | 0.9499 | 0.8151 | 0.8771 | 0.5358 | 0.9158 | 0.8746 | 0.8506 | 0.8820 | 0.6855 | 0.7775 | 0.4463 | 0.8331 | 0.7390 | 0.8089 | +| 0.2586 | 35.73 | 13220 | 0.5345 | 0.7379 | 0.8301 | 0.8987 | 0.9509 | 0.8169 | 0.8770 | 0.5339 | 0.9164 | 0.8699 | 0.8456 | 0.8814 | 0.6859 | 0.7771 | 0.4451 | 0.8326 | 0.7363 | 0.8068 | +| 0.1677 | 35.78 | 13240 | 0.5339 | 0.7383 | 0.8304 | 0.8991 | 0.9481 | 0.8208 | 0.8798 | 0.5237 | 0.9187 | 0.8752 | 0.8465 | 0.8824 | 0.6863 | 0.7770 | 0.4457 | 0.8329 | 0.7369 | 0.8068 | +| 0.157 | 35.84 | 13260 | 0.5235 | 0.7393 | 0.8318 | 0.8994 | 0.9498 | 0.8188 | 0.8780 | 0.5399 | 0.9176 | 0.8705 | 0.8484 | 0.8825 | 0.6867 | 0.7775 | 0.4484 | 0.8337 | 0.7382 | 0.8081 | +| 0.1031 | 35.89 | 13280 | 0.5346 | 0.7388 | 0.8314 | 0.8991 | 0.9468 | 0.8162 | 0.8771 | 0.5510 | 0.9233 | 0.8562 | 0.8493 | 0.8825 | 0.6855 | 0.7763 | 0.4497 | 0.8334 | 0.7359 | 0.8084 | +| 0.2119 | 35.95 | 13300 | 0.5344 | 0.7389 | 0.8326 | 0.8989 | 0.9485 | 0.8221 | 0.8743 | 0.5479 | 0.9173 | 0.8678 | 0.8503 | 0.8821 | 0.6858 | 0.7751 | 0.4515 | 0.8325 | 0.7366 | 0.8084 | +| 0.1023 | 36.0 | 13320 | 0.5377 | 0.7389 | 0.8322 | 0.8990 | 0.9505 | 0.8065 | 0.8784 | 0.5544 | 0.9146 | 0.8732 | 0.8479 | 0.8825 | 0.6854 | 0.7758 | 0.4504 | 0.8328 | 0.7372 | 0.8081 | +| 0.0772 | 36.05 | 13340 | 0.5341 | 0.7392 | 0.8323 | 0.8991 | 0.9487 | 0.8201 | 0.8730 | 0.5439 | 0.9173 | 0.8728 | 0.8502 | 0.8822 | 0.6864 | 0.7754 | 0.4517 | 0.8328 | 0.7369 | 0.8089 | +| 0.0549 | 36.11 | 13360 | 0.5335 | 0.7384 | 0.8282 | 0.8992 | 0.9478 | 0.8071 | 0.8752 | 0.5212 | 0.9212 | 0.8759 | 0.8493 | 0.8828 | 0.6858 | 0.7758 | 0.4472 | 0.8322 | 0.7366 | 0.8082 | +| 0.1126 | 36.16 | 13380 | 0.5259 | 0.7392 | 0.8319 | 0.8992 | 0.9479 | 0.8153 | 0.8780 | 0.5423 | 0.9190 | 0.8719 | 0.8487 | 0.8829 | 0.6857 | 0.7768 | 0.4511 | 0.8329 | 0.7366 | 0.8088 | +| 0.1208 | 36.22 | 13400 | 0.5402 | 0.7391 | 0.8330 | 0.8990 | 0.9484 | 0.8146 | 0.8763 | 0.5489 | 0.9158 | 0.8782 | 0.8486 | 0.8828 | 0.6853 | 0.7763 | 0.4523 | 0.8325 | 0.7362 | 0.8086 | +| 0.1396 | 36.27 | 13420 | 0.5348 | 0.7392 | 0.8334 | 0.8991 | 0.9476 | 0.8169 | 0.8833 | 0.5490 | 0.9168 | 0.8726 | 0.8474 | 0.8828 | 0.6852 | 0.7759 | 0.4519 | 0.8331 | 0.7373 | 0.8081 | +| 0.0582 | 36.32 | 13440 | 0.5360 | 0.7391 | 0.8320 | 0.8992 | 0.9479 | 0.8166 | 0.8830 | 0.5426 | 0.9190 | 0.8660 | 0.8486 | 0.8826 | 0.6855 | 0.7758 | 0.4505 | 0.8333 | 0.7373 | 0.8088 | +| 0.1676 | 36.38 | 13460 | 0.5301 | 0.7386 | 0.8291 | 0.8992 | 0.9473 | 0.7953 | 0.8841 | 0.5340 | 0.9191 | 0.8712 | 0.8530 | 0.8826 | 0.6826 | 0.7759 | 0.4495 | 0.8329 | 0.7380 | 0.8086 | +| 0.1212 | 36.43 | 13480 | 0.5301 | 0.7383 | 0.8296 | 0.8990 | 0.9477 | 0.7980 | 0.8845 | 0.5346 | 0.9176 | 0.8739 | 0.8505 | 0.8826 | 0.6826 | 0.7755 | 0.4498 | 0.8322 | 0.7368 | 0.8083 | +| 0.0525 | 36.49 | 13500 | 0.5273 | 0.7392 | 0.8336 | 0.8991 | 0.9486 | 0.8169 | 0.8764 | 0.5528 | 0.9157 | 0.8750 | 0.8497 | 0.8827 | 0.6850 | 0.7774 | 0.4514 | 0.8331 | 0.7372 | 0.8079 | +| 0.0755 | 36.54 | 13520 | 0.5342 | 0.7383 | 0.8344 | 0.8986 | 0.9466 | 0.8172 | 0.8819 | 0.5625 | 0.9163 | 0.8691 | 0.8473 | 0.8827 | 0.6842 | 0.7765 | 0.4496 | 0.8322 | 0.7355 | 0.8076 | +| 0.1689 | 36.59 | 13540 | 0.5405 | 0.7392 | 0.8339 | 0.8991 | 0.9481 | 0.8190 | 0.8800 | 0.5542 | 0.9162 | 0.8707 | 0.8494 | 0.8827 | 0.6853 | 0.7776 | 0.4503 | 0.8329 | 0.7374 | 0.8084 | +| 0.0651 | 36.65 | 13560 | 0.5351 | 0.7391 | 0.8331 | 0.8990 | 0.9487 | 0.8117 | 0.8804 | 0.5501 | 0.9151 | 0.8788 | 0.8468 | 0.8831 | 0.6848 | 0.7772 | 0.4518 | 0.8325 | 0.7365 | 0.8074 | +| 0.1972 | 36.7 | 13580 | 0.5330 | 0.7388 | 0.8338 | 0.8987 | 0.9483 | 0.8113 | 0.8816 | 0.5547 | 0.9120 | 0.8769 | 0.8515 | 0.8824 | 0.6842 | 0.7762 | 0.4519 | 0.8314 | 0.7375 | 0.8078 | +| 0.08 | 36.76 | 13600 | 0.5254 | 0.7389 | 0.8309 | 0.8991 | 0.9489 | 0.8133 | 0.8782 | 0.5328 | 0.9159 | 0.8753 | 0.8521 | 0.8823 | 0.6851 | 0.7762 | 0.4501 | 0.8323 | 0.7379 | 0.8081 | +| 0.0704 | 36.81 | 13620 | 0.5285 | 0.7386 | 0.8331 | 0.8987 | 0.9479 | 0.8222 | 0.8704 | 0.5554 | 0.9178 | 0.8666 | 0.8514 | 0.8824 | 0.6850 | 0.7754 | 0.4498 | 0.8321 | 0.7367 | 0.8087 | +| 0.0639 | 36.86 | 13640 | 0.5181 | 0.7388 | 0.8338 | 0.8987 | 0.9500 | 0.8044 | 0.8804 | 0.5588 | 0.9095 | 0.8815 | 0.8518 | 0.8828 | 0.6842 | 0.7763 | 0.4511 | 0.8315 | 0.7376 | 0.8082 | +| 0.096 | 36.92 | 13660 | 0.5198 | 0.7390 | 0.8339 | 0.8988 | 0.9499 | 0.8015 | 0.8803 | 0.5663 | 0.9112 | 0.8768 | 0.8516 | 0.8829 | 0.6840 | 0.7761 | 0.4514 | 0.8320 | 0.7374 | 0.8093 | +| 0.0976 | 36.97 | 13680 | 0.5320 | 0.7393 | 0.8320 | 0.8992 | 0.9502 | 0.8123 | 0.8803 | 0.5488 | 0.9160 | 0.8656 | 0.8505 | 0.8827 | 0.6859 | 0.7769 | 0.4505 | 0.8326 | 0.7370 | 0.8092 | +| 0.0745 | 37.03 | 13700 | 0.5309 | 0.7392 | 0.8315 | 0.8993 | 0.9480 | 0.8192 | 0.8776 | 0.5325 | 0.9182 | 0.8755 | 0.8492 | 0.8830 | 0.6868 | 0.7766 | 0.4500 | 0.8324 | 0.7367 | 0.8089 | +| 0.1075 | 37.08 | 13720 | 0.5261 | 0.7395 | 0.8328 | 0.8992 | 0.9468 | 0.8208 | 0.8817 | 0.5315 | 0.9157 | 0.8809 | 0.8518 | 0.8830 | 0.6869 | 0.7768 | 0.4516 | 0.8322 | 0.7368 | 0.8089 | +| 0.0482 | 37.14 | 13740 | 0.5381 | 0.7394 | 0.8348 | 0.8990 | 0.9473 | 0.8253 | 0.8810 | 0.5503 | 0.9148 | 0.8746 | 0.8500 | 0.8830 | 0.6865 | 0.7763 | 0.4525 | 0.8322 | 0.7364 | 0.8091 | +| 0.0523 | 37.19 | 13760 | 0.5222 | 0.7394 | 0.8322 | 0.8993 | 0.9494 | 0.8234 | 0.8718 | 0.5390 | 0.9178 | 0.8743 | 0.8496 | 0.8830 | 0.6863 | 0.7769 | 0.4512 | 0.8331 | 0.7364 | 0.8089 | +| 0.0598 | 37.24 | 13780 | 0.5314 | 0.7393 | 0.8336 | 0.8991 | 0.9492 | 0.8208 | 0.8777 | 0.5523 | 0.9164 | 0.8720 | 0.8466 | 0.8831 | 0.6859 | 0.7773 | 0.4519 | 0.8330 | 0.7355 | 0.8081 | +| 0.1045 | 37.3 | 13800 | 0.5470 | 0.7396 | 0.8344 | 0.8991 | 0.9484 | 0.8191 | 0.8745 | 0.5594 | 0.9158 | 0.8722 | 0.8515 | 0.8827 | 0.6856 | 0.7772 | 0.4527 | 0.8330 | 0.7371 | 0.8093 | +| 0.1168 | 37.35 | 13820 | 0.5264 | 0.7396 | 0.8333 | 0.8993 | 0.9491 | 0.8137 | 0.8834 | 0.5464 | 0.9141 | 0.8768 | 0.8496 | 0.8830 | 0.6862 | 0.7774 | 0.4521 | 0.8330 | 0.7371 | 0.8087 | +| 0.1679 | 37.41 | 13840 | 0.5290 | 0.7392 | 0.8322 | 0.8993 | 0.9479 | 0.8214 | 0.8827 | 0.5310 | 0.9163 | 0.8756 | 0.8505 | 0.8825 | 0.6863 | 0.7772 | 0.4490 | 0.8330 | 0.7373 | 0.8089 | +| 0.0859 | 37.46 | 13860 | 0.5377 | 0.7391 | 0.8321 | 0.8991 | 0.9487 | 0.8111 | 0.8803 | 0.5471 | 0.9166 | 0.8707 | 0.8501 | 0.8824 | 0.6850 | 0.7768 | 0.4513 | 0.8327 | 0.7366 | 0.8092 | +| 0.1674 | 37.51 | 13880 | 0.5456 | 0.7385 | 0.8318 | 0.8988 | 0.9493 | 0.8154 | 0.8834 | 0.5438 | 0.9161 | 0.8680 | 0.8464 | 0.8822 | 0.6851 | 0.7765 | 0.4504 | 0.8324 | 0.7350 | 0.8080 | +| 0.0637 | 37.57 | 13900 | 0.5408 | 0.7391 | 0.8341 | 0.8987 | 0.9465 | 0.8171 | 0.8833 | 0.5540 | 0.9149 | 0.8715 | 0.8513 | 0.8822 | 0.6850 | 0.7761 | 0.4536 | 0.8317 | 0.7361 | 0.8088 | +| 0.1859 | 37.62 | 13920 | 0.5304 | 0.7395 | 0.8323 | 0.8992 | 0.9481 | 0.8129 | 0.8801 | 0.5512 | 0.9184 | 0.8647 | 0.8511 | 0.8825 | 0.6854 | 0.7775 | 0.4522 | 0.8326 | 0.7369 | 0.8097 | +| 0.0688 | 37.68 | 13940 | 0.5176 | 0.7395 | 0.8334 | 0.8992 | 0.9488 | 0.8211 | 0.8815 | 0.5430 | 0.9147 | 0.8750 | 0.8497 | 0.8826 | 0.6854 | 0.7779 | 0.4523 | 0.8328 | 0.7365 | 0.8088 | +| 0.5325 | 37.73 | 13960 | 0.5307 | 0.7398 | 0.8349 | 0.8992 | 0.9480 | 0.8216 | 0.8806 | 0.5543 | 0.9143 | 0.8754 | 0.8504 | 0.8828 | 0.6854 | 0.7773 | 0.4544 | 0.8327 | 0.7372 | 0.8089 | +| 0.0912 | 37.78 | 13980 | 0.5272 | 0.7400 | 0.8332 | 0.8994 | 0.9478 | 0.8166 | 0.8790 | 0.5486 | 0.9175 | 0.8715 | 0.8517 | 0.8829 | 0.6858 | 0.7772 | 0.4541 | 0.8333 | 0.7377 | 0.8091 | +| 0.1611 | 37.84 | 14000 | 0.5195 | 0.7398 | 0.8328 | 0.8995 | 0.9484 | 0.8215 | 0.8740 | 0.5455 | 0.9189 | 0.8695 | 0.8517 | 0.8827 | 0.6858 | 0.7777 | 0.4520 | 0.8338 | 0.7378 | 0.8089 | +| 0.0972 | 37.89 | 14020 | 0.5306 | 0.7393 | 0.8330 | 0.8992 | 0.9492 | 0.8177 | 0.8777 | 0.5516 | 0.9168 | 0.8687 | 0.8490 | 0.8825 | 0.6854 | 0.7767 | 0.4524 | 0.8333 | 0.7365 | 0.8085 | +| 0.078 | 37.95 | 14040 | 0.5291 | 0.7394 | 0.8328 | 0.8992 | 0.9487 | 0.8202 | 0.8806 | 0.5436 | 0.9167 | 0.8696 | 0.8499 | 0.8824 | 0.6856 | 0.7767 | 0.4523 | 0.8333 | 0.7369 | 0.8086 | +| 0.1464 | 38.0 | 14060 | 0.5275 | 0.7391 | 0.8328 | 0.8990 | 0.9483 | 0.8008 | 0.8802 | 0.5561 | 0.9143 | 0.8793 | 0.8508 | 0.8827 | 0.6833 | 0.7760 | 0.4536 | 0.8327 | 0.7369 | 0.8083 | +| 0.1374 | 38.05 | 14080 | 0.5259 | 0.7397 | 0.8354 | 0.8991 | 0.9485 | 0.8217 | 0.8781 | 0.5607 | 0.9141 | 0.8740 | 0.8506 | 0.8827 | 0.6857 | 0.7767 | 0.4535 | 0.8333 | 0.7377 | 0.8085 | +| 0.1035 | 38.11 | 14100 | 0.5415 | 0.7395 | 0.8348 | 0.8990 | 0.9471 | 0.8227 | 0.8788 | 0.5588 | 0.9169 | 0.8717 | 0.8479 | 0.8828 | 0.6856 | 0.7759 | 0.4542 | 0.8331 | 0.7366 | 0.8080 | +| 0.098 | 38.16 | 14120 | 0.5428 | 0.7385 | 0.8286 | 0.8995 | 0.9477 | 0.8221 | 0.8758 | 0.5146 | 0.9234 | 0.8672 | 0.8496 | 0.8826 | 0.6863 | 0.7767 | 0.4448 | 0.8334 | 0.7371 | 0.8086 | +| 0.573 | 38.22 | 14140 | 0.5271 | 0.7394 | 0.8321 | 0.8993 | 0.9489 | 0.8180 | 0.8740 | 0.5461 | 0.9194 | 0.8697 | 0.8484 | 0.8827 | 0.6859 | 0.7765 | 0.4521 | 0.8337 | 0.7367 | 0.8083 | +| 0.0659 | 38.27 | 14160 | 0.5290 | 0.7400 | 0.8331 | 0.8996 | 0.9474 | 0.8144 | 0.8809 | 0.5434 | 0.9176 | 0.8781 | 0.8496 | 0.8831 | 0.6863 | 0.7773 | 0.4531 | 0.8338 | 0.7382 | 0.8082 | +| 0.0912 | 38.32 | 14180 | 0.5319 | 0.7397 | 0.8336 | 0.8993 | 0.9486 | 0.8220 | 0.8801 | 0.5421 | 0.9152 | 0.8777 | 0.8494 | 0.8825 | 0.6864 | 0.7771 | 0.4524 | 0.8334 | 0.7378 | 0.8085 | +| 0.156 | 38.38 | 14200 | 0.5256 | 0.7398 | 0.8346 | 0.8992 | 0.9482 | 0.8143 | 0.8838 | 0.5568 | 0.9138 | 0.8746 | 0.8508 | 0.8825 | 0.6852 | 0.7770 | 0.4542 | 0.8330 | 0.7379 | 0.8089 | +| 0.0975 | 38.43 | 14220 | 0.5490 | 0.7387 | 0.8318 | 0.8988 | 0.9493 | 0.8094 | 0.8773 | 0.5541 | 0.9176 | 0.8687 | 0.8465 | 0.8824 | 0.6844 | 0.7761 | 0.4518 | 0.8326 | 0.7352 | 0.8081 | +| 0.1479 | 38.49 | 14240 | 0.5313 | 0.7394 | 0.8334 | 0.8990 | 0.9478 | 0.8058 | 0.8829 | 0.5574 | 0.9147 | 0.8737 | 0.8518 | 0.8825 | 0.6843 | 0.7765 | 0.4535 | 0.8327 | 0.7371 | 0.8090 | +| 0.1092 | 38.54 | 14260 | 0.5362 | 0.7389 | 0.8315 | 0.8989 | 0.9498 | 0.8128 | 0.8744 | 0.5438 | 0.9160 | 0.8750 | 0.8490 | 0.8820 | 0.6853 | 0.7762 | 0.4517 | 0.8327 | 0.7356 | 0.8087 | +| 0.046 | 38.59 | 14280 | 0.5155 | 0.7400 | 0.8343 | 0.8995 | 0.9476 | 0.8128 | 0.8830 | 0.5597 | 0.9171 | 0.8680 | 0.8516 | 0.8830 | 0.6858 | 0.7783 | 0.4517 | 0.8339 | 0.7379 | 0.8093 | +| 0.0599 | 38.65 | 14300 | 0.5206 | 0.7401 | 0.8333 | 0.8995 | 0.9484 | 0.8130 | 0.8800 | 0.5507 | 0.9167 | 0.8727 | 0.8519 | 0.8826 | 0.6860 | 0.7782 | 0.4524 | 0.8339 | 0.7383 | 0.8093 | +| 0.1329 | 38.7 | 14320 | 0.5449 | 0.7397 | 0.8328 | 0.8995 | 0.9497 | 0.8193 | 0.8833 | 0.5422 | 0.9164 | 0.8713 | 0.8472 | 0.8825 | 0.6865 | 0.7781 | 0.4517 | 0.8341 | 0.7371 | 0.8083 | +| 0.0821 | 38.76 | 14340 | 0.5242 | 0.7399 | 0.8315 | 0.8998 | 0.9495 | 0.8197 | 0.8838 | 0.5410 | 0.9206 | 0.8559 | 0.8502 | 0.8825 | 0.6868 | 0.7789 | 0.4494 | 0.8346 | 0.7375 | 0.8094 | +| 0.1622 | 38.81 | 14360 | 0.5304 | 0.7400 | 0.8328 | 0.8996 | 0.9486 | 0.8142 | 0.8838 | 0.5482 | 0.9178 | 0.8672 | 0.8502 | 0.8827 | 0.6859 | 0.7784 | 0.4517 | 0.8340 | 0.7379 | 0.8093 | +| 0.6038 | 38.86 | 14380 | 0.5273 | 0.7400 | 0.8340 | 0.8995 | 0.9486 | 0.8158 | 0.8814 | 0.5519 | 0.9163 | 0.8750 | 0.8487 | 0.8831 | 0.6863 | 0.7782 | 0.4523 | 0.8339 | 0.7376 | 0.8088 | +| 0.0882 | 38.92 | 14400 | 0.5216 | 0.7399 | 0.8334 | 0.8994 | 0.9478 | 0.8081 | 0.8808 | 0.5564 | 0.9170 | 0.8722 | 0.8512 | 0.8828 | 0.6850 | 0.7774 | 0.4531 | 0.8335 | 0.7378 | 0.8094 | +| 0.0464 | 38.97 | 14420 | 0.5264 | 0.7395 | 0.8322 | 0.8994 | 0.9491 | 0.8145 | 0.8799 | 0.5493 | 0.9188 | 0.8645 | 0.8490 | 0.8825 | 0.6855 | 0.7774 | 0.4512 | 0.8337 | 0.7371 | 0.8091 | +| 0.0572 | 39.03 | 14440 | 0.5370 | 0.7393 | 0.8323 | 0.8993 | 0.9487 | 0.8154 | 0.8862 | 0.5402 | 0.9167 | 0.8725 | 0.8464 | 0.8827 | 0.6857 | 0.7769 | 0.4512 | 0.8336 | 0.7370 | 0.8081 | +| 0.0965 | 39.08 | 14460 | 0.5374 | 0.7396 | 0.8331 | 0.8993 | 0.9504 | 0.8203 | 0.8806 | 0.5438 | 0.9144 | 0.8749 | 0.8474 | 0.8822 | 0.6857 | 0.7778 | 0.4519 | 0.8338 | 0.7374 | 0.8082 | +| 0.1418 | 39.14 | 14480 | 0.5310 | 0.7398 | 0.8338 | 0.8994 | 0.9493 | 0.8191 | 0.8786 | 0.5479 | 0.9149 | 0.8773 | 0.8493 | 0.8826 | 0.6858 | 0.7778 | 0.4522 | 0.8338 | 0.7375 | 0.8087 | +| 0.0986 | 39.19 | 14500 | 0.5331 | 0.7397 | 0.8355 | 0.8992 | 0.9475 | 0.8126 | 0.8802 | 0.5685 | 0.9151 | 0.8751 | 0.8498 | 0.8830 | 0.6855 | 0.7775 | 0.4512 | 0.8336 | 0.7381 | 0.8091 | +| 0.08 | 39.24 | 14520 | 0.5425 | 0.7398 | 0.8341 | 0.8992 | 0.9467 | 0.8071 | 0.8836 | 0.5573 | 0.9158 | 0.8774 | 0.8508 | 0.8828 | 0.6848 | 0.7768 | 0.4536 | 0.8334 | 0.7378 | 0.8091 | +| 0.0534 | 39.3 | 14540 | 0.5327 | 0.7402 | 0.8346 | 0.8997 | 0.9478 | 0.8183 | 0.8865 | 0.5545 | 0.9171 | 0.8686 | 0.8495 | 0.8830 | 0.6863 | 0.7785 | 0.4509 | 0.8345 | 0.7394 | 0.8090 | +| 0.0997 | 39.35 | 14560 | 0.5406 | 0.7394 | 0.8342 | 0.8991 | 0.9460 | 0.8072 | 0.8766 | 0.5651 | 0.9178 | 0.8756 | 0.8511 | 0.8827 | 0.6840 | 0.7764 | 0.4531 | 0.8332 | 0.7375 | 0.8091 | +| 0.0712 | 39.41 | 14580 | 0.5271 | 0.7398 | 0.8341 | 0.8993 | 0.9483 | 0.8204 | 0.8747 | 0.5573 | 0.9172 | 0.8699 | 0.8513 | 0.8823 | 0.6852 | 0.7768 | 0.4531 | 0.8336 | 0.7379 | 0.8094 | +| 0.1451 | 39.46 | 14600 | 0.5329 | 0.7401 | 0.8326 | 0.8997 | 0.9479 | 0.8153 | 0.8851 | 0.5427 | 0.9182 | 0.8664 | 0.8522 | 0.8825 | 0.6858 | 0.7778 | 0.4521 | 0.8340 | 0.7391 | 0.8096 | +| 0.1405 | 39.51 | 14620 | 0.5290 | 0.7400 | 0.8329 | 0.8996 | 0.9485 | 0.8205 | 0.8760 | 0.5456 | 0.9187 | 0.8705 | 0.8507 | 0.8826 | 0.6857 | 0.7777 | 0.4519 | 0.8342 | 0.7383 | 0.8093 | +| 0.1406 | 39.57 | 14640 | 0.5368 | 0.7398 | 0.8319 | 0.8996 | 0.9474 | 0.8170 | 0.8819 | 0.5364 | 0.9193 | 0.8704 | 0.8508 | 0.8824 | 0.6862 | 0.7775 | 0.4515 | 0.8337 | 0.7383 | 0.8092 | +| 0.0965 | 39.62 | 14660 | 0.5269 | 0.7403 | 0.8352 | 0.8996 | 0.9463 | 0.8195 | 0.8850 | 0.5576 | 0.9181 | 0.8699 | 0.8500 | 0.8832 | 0.6859 | 0.7780 | 0.4527 | 0.8342 | 0.7390 | 0.8091 | +| 0.1628 | 39.68 | 14680 | 0.5228 | 0.7402 | 0.8352 | 0.8995 | 0.9471 | 0.8210 | 0.8811 | 0.5540 | 0.9159 | 0.8764 | 0.8507 | 0.8828 | 0.6860 | 0.7778 | 0.4537 | 0.8338 | 0.7385 | 0.8091 | +| 0.099 | 39.73 | 14700 | 0.5323 | 0.7401 | 0.8349 | 0.8995 | 0.9481 | 0.8192 | 0.8818 | 0.5544 | 0.9155 | 0.8757 | 0.8494 | 0.8829 | 0.6859 | 0.7779 | 0.4528 | 0.8340 | 0.7386 | 0.8087 | +| 0.0486 | 39.78 | 14720 | 0.5261 | 0.7403 | 0.8337 | 0.8997 | 0.9476 | 0.8216 | 0.8811 | 0.5423 | 0.9179 | 0.8762 | 0.8493 | 0.8830 | 0.6863 | 0.7783 | 0.4524 | 0.8343 | 0.7388 | 0.8089 | +| 0.1896 | 39.84 | 14740 | 0.5485 | 0.7398 | 0.8335 | 0.8994 | 0.9495 | 0.8170 | 0.8746 | 0.5536 | 0.9167 | 0.8745 | 0.8487 | 0.8827 | 0.6857 | 0.7776 | 0.4523 | 0.8339 | 0.7378 | 0.8089 | +| 0.1565 | 39.89 | 14760 | 0.5295 | 0.7399 | 0.8316 | 0.8997 | 0.9494 | 0.8081 | 0.8741 | 0.5539 | 0.9211 | 0.8637 | 0.8505 | 0.8828 | 0.6851 | 0.7775 | 0.4519 | 0.8345 | 0.7380 | 0.8097 | +| 0.7861 | 39.95 | 14780 | 0.5195 | 0.7403 | 0.8344 | 0.8996 | 0.9476 | 0.8148 | 0.8820 | 0.5559 | 0.9170 | 0.8717 | 0.8516 | 0.8829 | 0.6859 | 0.7779 | 0.4532 | 0.8341 | 0.7392 | 0.8094 | +| 0.0816 | 40.0 | 14800 | 0.5328 | 0.7402 | 0.8345 | 0.8995 | 0.9472 | 0.8139 | 0.8796 | 0.5587 | 0.9175 | 0.8744 | 0.8503 | 0.8830 | 0.6854 | 0.7777 | 0.4534 | 0.8340 | 0.7384 | 0.8091 | + + +### Framework versions + +- Transformers 4.37.0 +- Pytorch 2.1.2 +- Datasets 2.17.1 +- Tokenizers 0.15.1