--- license: other base_model: nvidia/mit-b0 tags: - generated_from_trainer model-index: - name: segformer-b0-finetuned-segments-sidewalk-2 results: [] --- # segformer-b0-finetuned-segments-sidewalk-2 This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.6971 - Mean Iou: 0.2096 - Mean Accuracy: 0.2531 - Overall Accuracy: 0.8097 - Accuracy Unlabeled: nan - Accuracy Flat-road: 0.7927 - Accuracy Flat-sidewalk: 0.9520 - Accuracy Flat-crosswalk: 0.0024 - Accuracy Flat-cyclinglane: 0.6788 - Accuracy Flat-parkingdriveway: 0.3430 - Accuracy Flat-railtrack: 0.0 - Accuracy Flat-curb: 0.3808 - Accuracy Human-person: 0.0 - Accuracy Human-rider: 0.0 - Accuracy Vehicle-car: 0.9184 - Accuracy Vehicle-truck: 0.0 - Accuracy Vehicle-bus: 0.0 - Accuracy Vehicle-tramtrain: 0.0 - Accuracy Vehicle-motorcycle: 0.0 - Accuracy Vehicle-bicycle: 0.0039 - Accuracy Vehicle-caravan: 0.0 - Accuracy Vehicle-cartrailer: 0.0 - Accuracy Construction-building: 0.9263 - Accuracy Construction-door: 0.0 - Accuracy Construction-wall: 0.4191 - Accuracy Construction-fenceguardrail: 0.0338 - Accuracy Construction-bridge: 0.0 - Accuracy Construction-tunnel: nan - Accuracy Construction-stairs: 0.0 - Accuracy Object-pole: 0.0998 - Accuracy Object-trafficsign: 0.0 - Accuracy Object-trafficlight: 0.0 - Accuracy Nature-vegetation: 0.9282 - Accuracy Nature-terrain: 0.8789 - Accuracy Sky: 0.9561 - Accuracy Void-ground: 0.0 - Accuracy Void-dynamic: 0.0 - Accuracy Void-static: 0.0395 - Accuracy Void-unclear: 0.0 - Iou Unlabeled: nan - Iou Flat-road: 0.6336 - Iou Flat-sidewalk: 0.8266 - Iou Flat-crosswalk: 0.0024 - Iou Flat-cyclinglane: 0.5771 - Iou Flat-parkingdriveway: 0.2395 - Iou Flat-railtrack: 0.0 - Iou Flat-curb: 0.3258 - Iou Human-person: 0.0 - Iou Human-rider: 0.0 - Iou Vehicle-car: 0.7300 - Iou Vehicle-truck: 0.0 - Iou Vehicle-bus: 0.0 - Iou Vehicle-tramtrain: 0.0 - Iou Vehicle-motorcycle: 0.0 - Iou Vehicle-bicycle: 0.0039 - Iou Vehicle-caravan: 0.0 - Iou Vehicle-cartrailer: 0.0 - Iou Construction-building: 0.6806 - Iou Construction-door: 0.0 - Iou Construction-wall: 0.3090 - Iou Construction-fenceguardrail: 0.0336 - Iou Construction-bridge: 0.0 - Iou Construction-tunnel: nan - Iou Construction-stairs: 0.0 - Iou Object-pole: 0.0956 - Iou Object-trafficsign: 0.0 - Iou Object-trafficlight: 0.0 - Iou Nature-vegetation: 0.8274 - Iou Nature-terrain: 0.7002 - Iou Sky: 0.8948 - Iou Void-ground: 0.0 - Iou Void-dynamic: 0.0 - Iou Void-static: 0.0364 - Iou Void-unclear: 0.0 ## 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: 2 - eval_batch_size: 2 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 5 ### Training results | Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Unlabeled | Accuracy Flat-road | Accuracy Flat-sidewalk | Accuracy Flat-crosswalk | Accuracy Flat-cyclinglane | Accuracy Flat-parkingdriveway | Accuracy Flat-railtrack | Accuracy Flat-curb | Accuracy Human-person | Accuracy Human-rider | Accuracy Vehicle-car | Accuracy Vehicle-truck | Accuracy Vehicle-bus | Accuracy Vehicle-tramtrain | Accuracy Vehicle-motorcycle | Accuracy Vehicle-bicycle | Accuracy Vehicle-caravan | Accuracy Vehicle-cartrailer | Accuracy Construction-building | Accuracy Construction-door | Accuracy Construction-wall | Accuracy Construction-fenceguardrail | Accuracy Construction-bridge | Accuracy Construction-tunnel | Accuracy Construction-stairs | Accuracy Object-pole | Accuracy Object-trafficsign | Accuracy Object-trafficlight | Accuracy Nature-vegetation | Accuracy Nature-terrain | Accuracy Sky | Accuracy Void-ground | Accuracy Void-dynamic | Accuracy Void-static | Accuracy Void-unclear | Iou Unlabeled | Iou Flat-road | Iou Flat-sidewalk | Iou Flat-crosswalk | Iou Flat-cyclinglane | Iou Flat-parkingdriveway | Iou Flat-railtrack | Iou Flat-curb | Iou Human-person | Iou Human-rider | Iou Vehicle-car | Iou Vehicle-truck | Iou Vehicle-bus | Iou Vehicle-tramtrain | Iou Vehicle-motorcycle | Iou Vehicle-bicycle | Iou Vehicle-caravan | Iou Vehicle-cartrailer | Iou Construction-building | Iou Construction-door | Iou Construction-wall | Iou Construction-fenceguardrail | Iou Construction-bridge | Iou Construction-tunnel | Iou Construction-stairs | Iou Object-pole | Iou Object-trafficsign | Iou Object-trafficlight | Iou Nature-vegetation | Iou Nature-terrain | Iou Sky | Iou Void-ground | Iou Void-dynamic | Iou Void-static | Iou Void-unclear | 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| 3.0799 | 0.05 | 20 | 3.2627 | 0.0727 | 0.1159 | 0.5671 | nan | 0.2792 | 0.8764 | 0.0046 | 0.0000 | 0.0342 | 0.0 | 0.0080 | 0.0000 | 0.0 | 0.6285 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9060 | 0.0 | 0.0168 | 0.0 | 0.0 | nan | 0.0007 | 0.0015 | 0.0 | 0.0 | 0.7354 | 0.2906 | 0.0412 | 0.0 | 0.0 | 0.0001 | 0.0 | 0.0 | 0.2271 | 0.6277 | 0.0045 | 0.0000 | 0.0283 | 0.0 | 0.0070 | 0.0000 | 0.0 | 0.4635 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3447 | 0.0 | 0.0149 | 0.0 | 0.0 | 0.0 | 0.0004 | 0.0012 | 0.0 | 0.0 | 0.5781 | 0.2079 | 0.0405 | 0.0 | 0.0 | 0.0001 | 0.0 | | 2.603 | 0.1 | 40 | 2.6444 | 0.0863 | 0.1334 | 0.6262 | nan | 0.5688 | 0.8677 | 0.0011 | 0.0 | 0.0104 | 0.0 | 0.0012 | 0.0 | 0.0 | 0.6145 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8813 | 0.0 | 0.0005 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9281 | 0.0457 | 0.4836 | 0.0 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.3542 | 0.6675 | 0.0011 | 0.0 | 0.0100 | 0.0 | 0.0012 | 0.0 | 0.0 | 0.4522 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4296 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5845 | 0.0433 | 0.4769 | 0.0 | 0.0 | 0.0000 | 0.0 | | 2.1156 | 0.15 | 60 | 2.1359 | 0.1041 | 0.1484 | 0.6589 | nan | 0.6080 | 0.8960 | 0.0 | 0.0000 | 0.0034 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.6754 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9172 | 0.0 | 0.0006 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9269 | 0.2172 | 0.6511 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3706 | 0.6876 | 0.0 | 0.0000 | 0.0033 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.5234 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4840 | 0.0 | 0.0006 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.6460 | 0.1901 | 0.6329 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.9397 | 0.2 | 80 | 1.9019 | 0.1245 | 0.1691 | 0.6875 | nan | 0.7165 | 0.8826 | 0.0 | 0.0 | 0.0025 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.8677 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8785 | 0.0 | 0.0008 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9278 | 0.4892 | 0.8162 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.3846 | 0.7091 | 0.0 | 0.0 | 0.0025 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.5770 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5575 | 0.0 | 0.0008 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.6965 | 0.4033 | 0.7767 | 0.0 | 0.0 | 0.0 | 0.0 | | 2.3139 | 0.25 | 100 | 1.7549 | 0.1284 | 0.1737 | 0.6969 | nan | 0.7506 | 0.8801 | 0.0 | 0.0 | 0.0013 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8386 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8993 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9347 | 0.5921 | 0.8359 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.4032 | 0.7247 | 0.0 | 0.0 | 0.0013 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5834 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5558 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7091 | 0.4686 | 0.7913 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.8867 | 0.3 | 120 | 1.6597 | 0.1303 | 0.1759 | 0.7007 | nan | 0.8018 | 0.8693 | 0.0 | 0.0002 | 0.0013 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8270 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9195 | 0.0 | 0.0000 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9301 | 0.6509 | 0.8047 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.4137 | 0.7366 | 0.0 | 0.0002 | 0.0013 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5883 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5508 | 0.0 | 0.0000 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7202 | 0.5031 | 0.7852 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.5501 | 0.35 | 140 | 1.5653 | 0.1265 | 0.1727 | 0.7013 | nan | 0.7694 | 0.9001 | 0.0 | 0.0 | 0.0011 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8909 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8371 | 0.0 | 0.0006 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9507 | 0.4681 | 0.8812 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.4228 | 0.7418 | 0.0 | 0.0 | 0.0011 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5415 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5908 | 0.0 | 0.0006 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.6781 | 0.3887 | 0.8100 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.4256 | 0.4 | 160 | 1.5111 | 0.1353 | 0.1792 | 0.7186 | nan | 0.7353 | 0.9371 | 0.0 | 0.0004 | 0.0009 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8693 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9101 | 0.0 | 0.0023 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9106 | 0.6702 | 0.8765 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.4455 | 0.7477 | 0.0 | 0.0004 | 0.0009 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5889 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5583 | 0.0 | 0.0023 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7431 | 0.5459 | 0.8320 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.8213 | 0.45 | 180 | 1.4818 | 0.1308 | 0.1812 | 0.7058 | nan | 0.7319 | 0.9496 | 0.0 | 0.0001 | 0.0005 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.9108 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8844 | 0.0 | 0.0001 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7409 | 0.8585 | 0.9020 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.4483 | 0.7421 | 0.0 | 0.0001 | 0.0005 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.5837 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5762 | 0.0 | 0.0001 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.6593 | 0.4623 | 0.8452 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.3144 | 0.5 | 200 | 1.3570 | 0.1397 | 0.1853 | 0.7240 | nan | 0.8455 | 0.9044 | 0.0 | 0.0619 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8419 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9335 | 0.0 | 0.0014 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.8911 | 0.7266 | 0.9093 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.4488 | 0.7715 | 0.0 | 0.0618 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6093 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5540 | 0.0 | 0.0014 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7603 | 0.5624 | 0.8405 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.8708 | 0.55 | 220 | 1.3458 | 0.1360 | 0.1828 | 0.7186 | nan | 0.7905 | 0.9073 | 0.0 | 0.0028 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8985 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8721 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9359 | 0.7309 | 0.8925 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.4365 | 0.7550 | 0.0 | 0.0028 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5769 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6005 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7278 | 0.5411 | 0.8457 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.4155 | 0.6 | 240 | 1.2917 | 0.1383 | 0.1837 | 0.7255 | nan | 0.7590 | 0.9353 | 0.0 | 0.0010 | 0.0011 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8729 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8831 | 0.0 | 0.0009 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9236 | 0.7614 | 0.9242 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.4419 | 0.7563 | 0.0 | 0.0010 | 0.0011 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6215 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5974 | 0.0 | 0.0009 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7494 | 0.5534 | 0.8404 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.656 | 0.65 | 260 | 1.2293 | 0.1436 | 0.1922 | 0.7340 | nan | 0.7738 | 0.9513 | 0.0 | 0.2014 | 0.0045 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8969 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8787 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.8253 | 0.8920 | 0.9176 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.4897 | 0.7671 | 0.0 | 0.1997 | 0.0045 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6211 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6150 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7164 | 0.4747 | 0.8493 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.6071 | 0.7 | 280 | 1.1888 | 0.1502 | 0.1949 | 0.7461 | nan | 0.7821 | 0.9390 | 0.0 | 0.3294 | 0.0109 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8879 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8938 | 0.0 | 0.0013 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9212 | 0.7293 | 0.9359 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5027 | 0.7703 | 0.0 | 0.3214 | 0.0108 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6141 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5968 | 0.0 | 0.0013 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7496 | 0.5473 | 0.8429 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.1536 | 0.75 | 300 | 1.1488 | 0.1556 | 0.1993 | 0.7537 | nan | 0.8101 | 0.9321 | 0.0 | 0.4320 | 0.0116 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.8801 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9109 | 0.0 | 0.0024 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9219 | 0.7660 | 0.9097 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5174 | 0.7830 | 0.0 | 0.4175 | 0.0115 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.6262 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5871 | 0.0 | 0.0024 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7495 | 0.5890 | 0.8503 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.5043 | 0.8 | 320 | 1.1171 | 0.1558 | 0.2030 | 0.7502 | nan | 0.7984 | 0.9353 | 0.0 | 0.4908 | 0.0124 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8733 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9264 | 0.0 | 0.0010 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.8269 | 0.8939 | 0.9413 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5070 | 0.7760 | 0.0 | 0.4470 | 0.0123 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6555 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6002 | 0.0 | 0.0010 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7452 | 0.5387 | 0.8572 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.0659 | 0.85 | 340 | 1.1308 | 0.1557 | 0.2014 | 0.7530 | nan | 0.7520 | 0.9301 | 0.0 | 0.5300 | 0.0144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9178 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8941 | 0.0 | 0.0053 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9348 | 0.7234 | 0.9432 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5195 | 0.7725 | 0.0 | 0.4634 | 0.0143 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5894 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6038 | 0.0 | 0.0053 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7442 | 0.5626 | 0.8637 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.827 | 0.9 | 360 | 1.0929 | 0.1540 | 0.2020 | 0.7522 | nan | 0.8490 | 0.9243 | 0.0 | 0.4243 | 0.0166 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9299 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8177 | 0.0 | 0.0020 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9201 | 0.8373 | 0.9438 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5082 | 0.7912 | 0.0 | 0.4089 | 0.0164 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5436 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6078 | 0.0 | 0.0020 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7540 | 0.5887 | 0.8603 | 0.0 | 0.0 | 0.0 | 0.0 | | 2.521 | 0.95 | 380 | 1.0848 | 0.1587 | 0.2019 | 0.7520 | nan | 0.8741 | 0.9008 | 0.0 | 0.4411 | 0.0364 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8280 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9010 | 0.0 | 0.0064 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9290 | 0.8282 | 0.9172 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.4799 | 0.7846 | 0.0 | 0.4238 | 0.0351 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6787 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6191 | 0.0 | 0.0063 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7534 | 0.5959 | 0.8618 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.8394 | 1.0 | 400 | 1.0338 | 0.1610 | 0.2043 | 0.7638 | nan | 0.7926 | 0.9510 | 0.0 | 0.5028 | 0.0383 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8803 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8967 | 0.0 | 0.0175 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9177 | 0.7983 | 0.9451 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5398 | 0.7822 | 0.0 | 0.4597 | 0.0369 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6533 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6192 | 0.0 | 0.0174 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7617 | 0.5884 | 0.8554 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.0011 | 1.05 | 420 | 1.0365 | 0.1616 | 0.2048 | 0.7660 | nan | 0.7921 | 0.9557 | 0.0 | 0.5147 | 0.0552 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9056 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8801 | 0.0 | 0.0152 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.9257 | 0.7691 | 0.9445 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5507 | 0.7877 | 0.0 | 0.4706 | 0.0525 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6281 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6098 | 0.0 | 0.0152 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.7663 | 0.5878 | 0.8650 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.9038 | 1.1 | 440 | 1.0311 | 0.1654 | 0.2105 | 0.7688 | nan | 0.7366 | 0.9482 | 0.0 | 0.6152 | 0.0921 | 0.0 | 0.0002 | 0.0 | 0.0 | 0.8945 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9160 | 0.0 | 0.0130 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9143 | 0.8702 | 0.9446 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5466 | 0.7896 | 0.0 | 0.4818 | 0.0845 | 0.0 | 0.0002 | 0.0 | 0.0 | 0.6669 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5995 | 0.0 | 0.0130 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7816 | 0.6353 | 0.8604 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.0313 | 1.15 | 460 | 0.9894 | 0.1655 | 0.2082 | 0.7703 | nan | 0.7805 | 0.9537 | 0.0 | 0.5607 | 0.0595 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.8599 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9087 | 0.0 | 0.0103 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9194 | 0.8729 | 0.9436 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5534 | 0.7884 | 0.0 | 0.5016 | 0.0564 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.6772 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6148 | 0.0 | 0.0102 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7648 | 0.6288 | 0.8643 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.9745 | 1.2 | 480 | 0.9917 | 0.1634 | 0.2096 | 0.7667 | nan | 0.7381 | 0.9574 | 0.0 | 0.5813 | 0.0709 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.9231 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8988 | 0.0 | 0.0091 | 0.0 | 0.0 | nan | 0.0 | 0.0003 | 0.0 | 0.0 | 0.8865 | 0.9041 | 0.9486 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5550 | 0.7795 | 0.0 | 0.4894 | 0.0655 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.6390 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6277 | 0.0 | 0.0091 | 0.0 | 0.0 | nan | 0.0 | 0.0003 | 0.0 | 0.0 | 0.7675 | 0.5932 | 0.8654 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.8553 | 1.25 | 500 | 0.9566 | 0.1661 | 0.2061 | 0.7718 | nan | 0.7849 | 0.9609 | 0.0 | 0.5563 | 0.0640 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8562 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8966 | 0.0 | 0.0063 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9402 | 0.8200 | 0.9152 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5583 | 0.7895 | 0.0 | 0.4961 | 0.0599 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6932 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6271 | 0.0 | 0.0063 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7532 | 0.6332 | 0.8637 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.9153 | 1.3 | 520 | 0.9725 | 0.1660 | 0.2068 | 0.7708 | nan | 0.7857 | 0.9540 | 0.0 | 0.5560 | 0.0896 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8621 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9130 | 0.0 | 0.0068 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.9359 | 0.7702 | 0.9502 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5578 | 0.7865 | 0.0 | 0.4937 | 0.0815 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6897 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6151 | 0.0 | 0.0068 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.7698 | 0.6160 | 0.8612 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.5562 | 1.35 | 540 | 0.9559 | 0.1676 | 0.2118 | 0.7720 | nan | 0.8387 | 0.9300 | 0.0 | 0.5538 | 0.1025 | 0.0 | 0.0010 | 0.0 | 0.0 | 0.8914 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9109 | 0.0 | 0.0112 | 0.0 | 0.0 | nan | 0.0 | 0.0001 | 0.0 | 0.0 | 0.9213 | 0.8867 | 0.9420 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5308 | 0.8021 | 0.0 | 0.4929 | 0.0932 | 0.0 | 0.0010 | 0.0 | 0.0 | 0.6795 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6226 | 0.0 | 0.0112 | 0.0 | 0.0 | nan | 0.0 | 0.0001 | 0.0 | 0.0 | 0.7872 | 0.6416 | 0.8675 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.3664 | 1.4 | 560 | 0.9340 | 0.1679 | 0.2124 | 0.7730 | nan | 0.7714 | 0.9468 | 0.0 | 0.5867 | 0.1212 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.8933 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8901 | 0.0 | 0.0372 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9325 | 0.8700 | 0.9609 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5494 | 0.7957 | 0.0 | 0.4886 | 0.1063 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.6677 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6317 | 0.0 | 0.0364 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7720 | 0.6364 | 0.8552 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.9288 | 1.45 | 580 | 0.9249 | 0.1701 | 0.2158 | 0.7744 | nan | 0.7836 | 0.9402 | 0.0 | 0.5746 | 0.2076 | 0.0 | 0.0027 | 0.0 | 0.0 | 0.9217 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9015 | 0.0 | 0.0388 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9131 | 0.8896 | 0.9489 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5651 | 0.8001 | 0.0 | 0.4970 | 0.1561 | 0.0 | 0.0027 | 0.0 | 0.0 | 0.6331 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6215 | 0.0 | 0.0384 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7885 | 0.6421 | 0.8690 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.9276 | 1.5 | 600 | 0.9154 | 0.1718 | 0.2150 | 0.7759 | nan | 0.7413 | 0.9547 | 0.0 | 0.5866 | 0.2000 | 0.0 | 0.0009 | 0.0 | 0.0 | 0.9106 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9166 | 0.0 | 0.0575 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.9191 | 0.8550 | 0.9513 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5633 | 0.7922 | 0.0 | 0.4931 | 0.1544 | 0.0 | 0.0009 | 0.0 | 0.0 | 0.6575 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6222 | 0.0 | 0.0554 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.7971 | 0.6572 | 0.8745 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.7259 | 1.55 | 620 | 0.8883 | 0.1721 | 0.2158 | 0.7772 | nan | 0.8054 | 0.9380 | 0.0 | 0.5627 | 0.1988 | 0.0 | 0.0002 | 0.0 | 0.0 | 0.8885 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9133 | 0.0 | 0.0605 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.9317 | 0.8728 | 0.9487 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5518 | 0.8087 | 0.0 | 0.4802 | 0.1563 | 0.0 | 0.0002 | 0.0 | 0.0 | 0.6783 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6274 | 0.0 | 0.0580 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.7892 | 0.6572 | 0.8713 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.7997 | 1.6 | 640 | 0.8929 | 0.1751 | 0.2182 | 0.7752 | nan | 0.7349 | 0.9457 | 0.0 | 0.5863 | 0.3101 | 0.0 | 0.0080 | 0.0 | 0.0 | 0.8764 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9239 | 0.0 | 0.0884 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.9100 | 0.8775 | 0.9402 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5708 | 0.7953 | 0.0 | 0.4872 | 0.1921 | 0.0 | 0.0079 | 0.0 | 0.0 | 0.7005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6223 | 0.0 | 0.0824 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.7904 | 0.6556 | 0.8746 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.2315 | 1.65 | 660 | 0.8881 | 0.1742 | 0.2163 | 0.7783 | nan | 0.7640 | 0.9598 | 0.0 | 0.5467 | 0.2172 | 0.0 | 0.0075 | 0.0 | 0.0 | 0.9176 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8972 | 0.0 | 0.1012 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.9193 | 0.8671 | 0.9409 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5635 | 0.7935 | 0.0 | 0.4814 | 0.1696 | 0.0 | 0.0074 | 0.0 | 0.0 | 0.6646 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6406 | 0.0 | 0.0924 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.7904 | 0.6690 | 0.8769 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.8133 | 1.7 | 680 | 0.8778 | 0.1709 | 0.2135 | 0.7727 | nan | 0.8286 | 0.9260 | 0.0 | 0.5738 | 0.1928 | 0.0 | 0.0074 | 0.0 | 0.0 | 0.9122 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9143 | 0.0 | 0.0662 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.9385 | 0.7455 | 0.9392 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5268 | 0.8057 | 0.0 | 0.4925 | 0.1575 | 0.0 | 0.0073 | 0.0 | 0.0 | 0.6705 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6311 | 0.0 | 0.0631 | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.7845 | 0.6255 | 0.8764 | 0.0 | 0.0 | 0.0 | 0.0 | | 1.2075 | 1.75 | 700 | 0.8677 | 0.1718 | 0.2122 | 0.7780 | nan | 0.8195 | 0.9495 | 0.0 | 0.5801 | 0.1900 | 0.0 | 0.0142 | 0.0 | 0.0 | 0.8997 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9201 | 0.0 | 0.0712 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.9416 | 0.6688 | 0.9464 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5835 | 0.8029 | 0.0 | 0.5140 | 0.1553 | 0.0 | 0.0140 | 0.0 | 0.0 | 0.6860 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6278 | 0.0 | 0.0669 | 0.0 | 0.0 | nan | 0.0 | 0.0000 | 0.0 | 0.0 | 0.7679 | 0.5732 | 0.8780 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.9311 | 1.8 | 720 | 0.8774 | 0.1758 | 0.2219 | 0.7769 | nan | 0.7697 | 0.9494 | 0.0 | 0.5894 | 0.2648 | 0.0 | 0.0574 | 0.0 | 0.0 | 0.9119 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8998 | 0.0 | 0.1278 | 0.0 | 0.0 | nan | 0.0 | 0.0004 | 0.0 | 0.0 | 0.8737 | 0.9196 | 0.9588 | 0.0 | 0.0 | 0.0000 | 0.0 | nan | 0.5890 | 0.7991 | 0.0 | 0.5089 | 0.1828 | 0.0 | 0.0561 | 0.0 | 0.0 | 0.6956 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6500 | 0.0 | 0.1133 | 0.0 | 0.0 | nan | 0.0 | 0.0004 | 0.0 | 0.0 | 0.7690 | 0.5617 | 0.8756 | 0.0 | 0.0 | 0.0000 | 0.0 | | 0.6507 | 1.85 | 740 | 0.8583 | 0.1762 | 0.2209 | 0.7802 | nan | 0.7840 | 0.9386 | 0.0 | 0.6149 | 0.2474 | 0.0 | 0.0651 | 0.0 | 0.0 | 0.8839 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9325 | 0.0 | 0.0605 | 0.0 | 0.0 | nan | 0.0 | 0.0004 | 0.0 | 0.0 | 0.9086 | 0.8998 | 0.9525 | 0.0 | 0.0 | 0.0 | 0.0 | nan | 0.5737 | 0.8134 | 0.0 | 0.5052 | 0.1793 | 0.0 | 0.0628 | 0.0 | 0.0 | 0.6986 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6084 | 0.0 | 0.0567 | 0.0 | 0.0 | nan | 0.0 | 0.0004 | 0.0 | 0.0 | 0.8003 | 0.6391 | 0.8778 | 0.0 | 0.0 | 0.0 | 0.0 | | 0.8789 | 1.9 | 760 | 0.8562 | 0.1779 | 0.2189 | 0.7843 | nan | 0.8489 | 0.9436 | 0.0 | 0.5720 | 0.2017 | 0.0 | 0.0282 | 0.0 | 0.0 | 0.8929 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8857 | 0.0 | 0.1318 | 0.0 | 0.0 | nan | 0.0 | 0.0016 | 0.0 | 0.0 | 0.9496 | 0.8161 | 0.9525 | 0.0 | 0.0 | 0.0001 | 0.0 | nan | 0.5669 | 0.8130 | 0.0 | 0.5288 | 0.1663 | 0.0 | 0.0276 | 0.0 | 0.0 | 0.7028 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6558 | 0.0 | 0.1182 | 0.0 | 0.0 | nan | 0.0 | 0.0016 | 0.0 | 0.0 | 0.7718 | 0.6408 | 0.8780 | 0.0 | 0.0 | 0.0001 | 0.0 | | 0.6422 | 1.95 | 780 | 0.8500 | 0.1779 | 0.2212 | 0.7823 | nan | 0.7442 | 0.9543 | 0.0 | 0.6245 | 0.2068 | 0.0 | 0.0895 | 0.0 | 0.0 | 0.9125 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9187 | 0.0 | 0.1221 | 0.0 | 0.0 | nan | 0.0 | 0.0010 | 0.0 | 0.0 | 0.9276 | 0.8530 | 0.9445 | 0.0 | 0.0 | 0.0000 | 0.0 | nan | 0.5862 | 0.8011 | 0.0 | 0.4968 | 0.1602 | 0.0 | 0.0870 | 0.0 | 0.0 | 0.6803 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6365 | 0.0 | 0.1054 | 0.0 | 0.0 | nan | 0.0 | 0.0010 | 0.0 | 0.0 | 0.7985 | 0.6359 | 0.8818 | 0.0 | 0.0 | 0.0000 | 0.0 | | 1.1762 | 2.0 | 800 | 0.8550 | 0.1790 | 0.2244 | 0.7816 | nan | 0.7613 | 0.9551 | 0.0 | 0.6630 | 0.2004 | 0.0 | 0.0641 | 0.0 | 0.0 | 0.9371 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8202 | 0.0 | 0.2531 | 0.0003 | 0.0 | nan | 0.0 | 0.0047 | 0.0 | 0.0 | 0.9381 | 0.8638 | 0.9446 | 0.0 | 0.0 | 0.0005 | 0.0 | nan | 0.5594 | 0.8095 | 0.0 | 0.4974 | 0.1658 | 0.0 | 0.0627 | 0.0 | 0.0 | 0.6121 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6540 | 0.0 | 0.2157 | 0.0003 | 0.0 | nan | 0.0 | 0.0047 | 0.0 | 0.0 | 0.7831 | 0.6597 | 0.8831 | 0.0 | 0.0 | 0.0005 | 0.0 | | 1.1882 | 2.05 | 820 | 0.8349 | 0.1823 | 0.2227 | 0.7859 | nan | 0.7781 | 0.9571 | 0.0 | 0.6123 | 0.2379 | 0.0 | 0.0944 | 0.0 | 0.0 | 0.8968 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9116 | 0.0 | 0.2054 | 0.0 | 0.0 | nan | 0.0 | 0.0018 | 0.0 | 0.0 | 0.9364 | 0.7797 | 0.9384 | 0.0 | 0.0 | 0.0008 | 0.0 | nan | 0.5966 | 0.7998 | 0.0 | 0.5246 | 0.1838 | 0.0 | 0.0920 | 0.0 | 0.0 | 0.7025 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6418 | 0.0 | 0.1672 | 0.0 | 0.0 | nan | 0.0 | 0.0018 | 0.0 | 0.0 | 0.7900 | 0.6330 | 0.8831 | 0.0 | 0.0 | 0.0008 | 0.0 | | 1.5828 | 2.1 | 840 | 0.8170 | 0.1817 | 0.2248 | 0.7868 | nan | 0.8159 | 0.9454 | 0.0 | 0.5905 | 0.2580 | 0.0 | 0.0917 | 0.0 | 0.0 | 0.9298 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9021 | 0.0 | 0.1604 | 0.0003 | 0.0 | nan | 0.0 | 0.0046 | 0.0 | 0.0 | 0.9266 | 0.8421 | 0.9491 | 0.0 | 0.0 | 0.0003 | 0.0 | nan | 0.5812 | 0.8109 | 0.0 | 0.5301 | 0.1980 | 0.0 | 0.0884 | 0.0 | 0.0 | 0.6594 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6373 | 0.0 | 0.1376 | 0.0003 | 0.0 | nan | 0.0 | 0.0046 | 0.0 | 0.0 | 0.8070 | 0.6555 | 0.8844 | 0.0 | 0.0 | 0.0003 | 0.0 | | 0.9415 | 2.15 | 860 | 0.8247 | 0.1852 | 0.2240 | 0.7865 | nan | 0.7263 | 0.9670 | 0.0 | 0.6221 | 0.2590 | 0.0 | 0.1078 | 0.0 | 0.0 | 0.8915 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9052 | 0.0 | 0.2293 | 0.0 | 0.0 | nan | 0.0 | 0.0032 | 0.0 | 0.0 | 0.9431 | 0.7847 | 0.9519 | 0.0 | 0.0 | 0.0008 | 0.0 | nan | 0.6017 | 0.7868 | 0.0 | 0.5359 | 0.1880 | 0.0 | 0.1029 | 0.0 | 0.0 | 0.7145 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6511 | 0.0 | 0.1902 | 0.0 | 0.0 | nan | 0.0 | 0.0032 | 0.0 | 0.0 | 0.7900 | 0.6593 | 0.8857 | 0.0 | 0.0 | 0.0008 | 0.0 | | 0.6322 | 2.2 | 880 | 0.8012 | 0.1861 | 0.2286 | 0.7910 | nan | 0.7782 | 0.9552 | 0.0 | 0.6306 | 0.2911 | 0.0 | 0.1427 | 0.0 | 0.0 | 0.9163 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9121 | 0.0 | 0.1810 | 0.0 | 0.0 | nan | 0.0 | 0.0051 | 0.0 | 0.0 | 0.9217 | 0.8652 | 0.9443 | 0.0 | 0.0 | 0.0005 | 0.0 | nan | 0.5959 | 0.8127 | 0.0 | 0.5264 | 0.2098 | 0.0 | 0.1352 | 0.0 | 0.0 | 0.6862 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6492 | 0.0 | 0.1533 | 0.0 | 0.0 | nan | 0.0 | 0.0051 | 0.0 | 0.0 | 0.8027 | 0.6786 | 0.8862 | 0.0 | 0.0 | 0.0005 | 0.0 | | 1.2816 | 2.25 | 900 | 0.8061 | 0.1859 | 0.2271 | 0.7915 | nan | 0.7997 | 0.9604 | 0.0 | 0.5946 | 0.2553 | 0.0 | 0.1371 | 0.0 | 0.0 | 0.8970 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9132 | 0.0 | 0.1658 | 0.0 | 0.0 | nan | 0.0 | 0.0143 | 0.0 | 0.0 | 0.9148 | 0.8908 | 0.9512 | 0.0 | 0.0 | 0.0004 | 0.0 | nan | 0.6047 | 0.8091 | 0.0 | 0.5354 | 0.1942 | 0.0 | 0.1300 | 0.0 | 0.0 | 0.7101 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6467 | 0.0 | 0.1403 | 0.0 | 0.0 | nan | 0.0 | 0.0143 | 0.0 | 0.0 | 0.7960 | 0.6665 | 0.8877 | 0.0 | 0.0 | 0.0004 | 0.0 | | 1.1187 | 2.3 | 920 | 0.8165 | 0.1830 | 0.2271 | 0.7871 | nan | 0.8529 | 0.9484 | 0.0 | 0.5788 | 0.2239 | 0.0 | 0.1244 | 0.0 | 0.0 | 0.9489 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8340 | 0.0 | 0.2582 | 0.0002 | 0.0 | nan | 0.0 | 0.0189 | 0.0 | 0.0 | 0.9348 | 0.8083 | 0.9590 | 0.0 | 0.0 | 0.0023 | 0.0 | nan | 0.5831 | 0.8203 | 0.0 | 0.5250 | 0.1739 | 0.0 | 0.1190 | 0.0 | 0.0 | 0.5896 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6447 | 0.0 | 0.2091 | 0.0002 | 0.0 | nan | 0.0 | 0.0188 | 0.0 | 0.0 | 0.8050 | 0.6634 | 0.8845 | 0.0 | 0.0 | 0.0023 | 0.0 | | 0.3853 | 2.35 | 940 | 0.7865 | 0.1876 | 0.2282 | 0.7919 | nan | 0.8037 | 0.9569 | 0.0 | 0.6231 | 0.2241 | 0.0 | 0.1429 | 0.0 | 0.0 | 0.8462 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9135 | 0.0 | 0.2473 | 0.0000 | 0.0 | nan | 0.0 | 0.0124 | 0.0 | 0.0 | 0.9275 | 0.8847 | 0.9489 | 0.0 | 0.0 | 0.0003 | 0.0 | nan | 0.5951 | 0.8101 | 0.0 | 0.5220 | 0.1816 | 0.0 | 0.1347 | 0.0 | 0.0 | 0.7212 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6488 | 0.0 | 0.1938 | 0.0000 | 0.0 | nan | 0.0 | 0.0123 | 0.0 | 0.0 | 0.7995 | 0.6842 | 0.8885 | 0.0 | 0.0 | 0.0003 | 0.0 | | 0.9677 | 2.4 | 960 | 0.7867 | 0.1903 | 0.2336 | 0.7938 | nan | 0.7605 | 0.9544 | 0.0 | 0.6384 | 0.3039 | 0.0 | 0.2159 | 0.0 | 0.0 | 0.9152 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8975 | 0.0 | 0.2571 | 0.0009 | 0.0 | nan | 0.0 | 0.0175 | 0.0 | 0.0 | 0.9411 | 0.8475 | 0.9577 | 0.0 | 0.0 | 0.0009 | 0.0 | nan | 0.6088 | 0.8149 | 0.0 | 0.5171 | 0.2134 | 0.0 | 0.1988 | 0.0 | 0.0 | 0.6913 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6618 | 0.0 | 0.2063 | 0.0009 | 0.0 | nan | 0.0 | 0.0175 | 0.0 | 0.0 | 0.7990 | 0.6620 | 0.8868 | 0.0 | 0.0 | 0.0009 | 0.0 | | 0.5898 | 2.45 | 980 | 0.7887 | 0.1887 | 0.2297 | 0.7909 | nan | 0.7267 | 0.9713 | 0.0 | 0.6379 | 0.2294 | 0.0 | 0.1700 | 0.0 | 0.0 | 0.9056 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9158 | 0.0 | 0.2868 | 0.0000 | 0.0 | nan | 0.0 | 0.0101 | 0.0 | 0.0 | 0.9180 | 0.8613 | 0.9468 | 0.0 | 0.0 | 0.0005 | 0.0 | nan | 0.5979 | 0.7977 | 0.0 | 0.5123 | 0.1794 | 0.0 | 0.1593 | 0.0 | 0.0 | 0.7116 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6473 | 0.0 | 0.2247 | 0.0000 | 0.0 | nan | 0.0 | 0.0101 | 0.0 | 0.0 | 0.8110 | 0.6890 | 0.8869 | 0.0 | 0.0 | 0.0005 | 0.0 | | 0.8444 | 2.5 | 1000 | 0.7749 | 0.1879 | 0.2297 | 0.7933 | nan | 0.8497 | 0.9404 | 0.0 | 0.6299 | 0.2785 | 0.0 | 0.1594 | 0.0 | 0.0 | 0.9157 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9078 | 0.0 | 0.2639 | 0.0 | 0.0 | nan | 0.0 | 0.0096 | 0.0 | 0.0 | 0.9509 | 0.7218 | 0.9523 | 0.0 | 0.0 | 0.0004 | 0.0 | nan | 0.5948 | 0.8310 | 0.0 | 0.5390 | 0.2110 | 0.0 | 0.1472 | 0.0 | 0.0 | 0.6979 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6590 | 0.0 | 0.2113 | 0.0 | 0.0 | nan | 0.0 | 0.0096 | 0.0 | 0.0 | 0.7811 | 0.6275 | 0.8895 | 0.0 | 0.0 | 0.0004 | 0.0 | | 0.7959 | 2.55 | 1020 | 0.7789 | 0.1905 | 0.2353 | 0.7953 | nan | 0.7769 | 0.9542 | 0.0 | 0.6770 | 0.2843 | 0.0 | 0.2068 | 0.0 | 0.0 | 0.9358 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9127 | 0.0 | 0.2552 | 0.0001 | 0.0 | nan | 0.0 | 0.0114 | 0.0 | 0.0 | 0.9073 | 0.8880 | 0.9532 | 0.0 | 0.0 | 0.0021 | 0.0 | nan | 0.5992 | 0.8216 | 0.0 | 0.5357 | 0.2122 | 0.0 | 0.1892 | 0.0 | 0.0 | 0.6838 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6570 | 0.0 | 0.2025 | 0.0001 | 0.0 | nan | 0.0 | 0.0113 | 0.0 | 0.0 | 0.8089 | 0.6770 | 0.8876 | 0.0 | 0.0 | 0.0021 | 0.0 | | 0.7987 | 2.6 | 1040 | 0.7808 | 0.1924 | 0.2361 | 0.7945 | nan | 0.7578 | 0.9507 | 0.0 | 0.6855 | 0.3010 | 0.0 | 0.2349 | 0.0 | 0.0 | 0.9151 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8850 | 0.0 | 0.3320 | 0.0003 | 0.0 | nan | 0.0 | 0.0245 | 0.0 | 0.0 | 0.9532 | 0.8023 | 0.9464 | 0.0 | 0.0 | 0.0042 | 0.0 | nan | 0.5987 | 0.8206 | 0.0 | 0.5224 | 0.2223 | 0.0 | 0.2148 | 0.0 | 0.0 | 0.6924 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6751 | 0.0 | 0.2643 | 0.0003 | 0.0 | nan | 0.0 | 0.0244 | 0.0 | 0.0 | 0.7812 | 0.6396 | 0.8890 | 0.0 | 0.0 | 0.0041 | 0.0 | | 1.0476 | 2.65 | 1060 | 0.7788 | 0.1931 | 0.2341 | 0.7946 | nan | 0.7553 | 0.9572 | 0.0 | 0.6407 | 0.3138 | 0.0 | 0.2429 | 0.0 | 0.0 | 0.9013 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9453 | 0.0 | 0.2426 | 0.0001 | 0.0 | nan | 0.0 | 0.0255 | 0.0 | 0.0 | 0.9189 | 0.8273 | 0.9489 | 0.0 | 0.0 | 0.0044 | 0.0 | nan | 0.6200 | 0.8086 | 0.0 | 0.5569 | 0.2172 | 0.0 | 0.2174 | 0.0 | 0.0 | 0.7203 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6327 | 0.0 | 0.1895 | 0.0001 | 0.0 | nan | 0.0 | 0.0254 | 0.0 | 0.0 | 0.8164 | 0.6761 | 0.8867 | 0.0 | 0.0 | 0.0042 | 0.0 | | 1.0105 | 2.7 | 1080 | 0.8045 | 0.1927 | 0.2352 | 0.7905 | nan | 0.7260 | 0.9606 | 0.0 | 0.6495 | 0.2578 | 0.0 | 0.2454 | 0.0 | 0.0 | 0.9327 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8667 | 0.0 | 0.3797 | 0.0015 | 0.0 | nan | 0.0 | 0.0400 | 0.0 | 0.0 | 0.9492 | 0.7917 | 0.9498 | 0.0 | 0.0 | 0.0104 | 0.0 | nan | 0.6155 | 0.7938 | 0.0 | 0.5790 | 0.1801 | 0.0 | 0.2158 | 0.0 | 0.0 | 0.6577 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6712 | 0.0 | 0.2751 | 0.0015 | 0.0 | nan | 0.0 | 0.0396 | 0.0 | 0.0 | 0.7910 | 0.6386 | 0.8901 | 0.0 | 0.0 | 0.0101 | 0.0 | | 0.67 | 2.75 | 1100 | 0.7746 | 0.1948 | 0.2407 | 0.7973 | nan | 0.8197 | 0.9422 | 0.0 | 0.6651 | 0.2669 | 0.0 | 0.2311 | 0.0 | 0.0 | 0.9169 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9144 | 0.0 | 0.3944 | 0.0005 | 0.0 | nan | 0.0 | 0.0358 | 0.0 | 0.0 | 0.9070 | 0.8974 | 0.9492 | 0.0 | 0.0 | 0.0027 | 0.0 | nan | 0.6099 | 0.8205 | 0.0 | 0.5499 | 0.2045 | 0.0 | 0.2067 | 0.0 | 0.0 | 0.6874 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6596 | 0.0 | 0.2835 | 0.0005 | 0.0 | nan | 0.0 | 0.0355 | 0.0 | 0.0 | 0.8148 | 0.6658 | 0.8871 | 0.0 | 0.0 | 0.0027 | 0.0 | | 0.7107 | 2.8 | 1120 | 0.7718 | 0.1918 | 0.2369 | 0.7939 | nan | 0.7737 | 0.9330 | 0.0 | 0.6993 | 0.3467 | 0.0 | 0.2461 | 0.0 | 0.0 | 0.9037 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9211 | 0.0 | 0.1896 | 0.0005 | 0.0 | nan | 0.0 | 0.0294 | 0.0 | 0.0 | 0.9337 | 0.8834 | 0.9542 | 0.0 | 0.0 | 0.0022 | 0.0 | nan | 0.5991 | 0.8221 | 0.0 | 0.5349 | 0.2307 | 0.0 | 0.2164 | 0.0 | 0.0 | 0.7099 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6491 | 0.0 | 0.1626 | 0.0005 | 0.0 | nan | 0.0 | 0.0293 | 0.0 | 0.0 | 0.8061 | 0.6779 | 0.8882 | 0.0 | 0.0 | 0.0022 | 0.0 | | 0.7485 | 2.85 | 1140 | 0.7697 | 0.1972 | 0.2423 | 0.7985 | nan | 0.7480 | 0.9479 | 0.0 | 0.6972 | 0.3373 | 0.0 | 0.2968 | 0.0 | 0.0 | 0.9316 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8957 | 0.0 | 0.3350 | 0.0017 | 0.0 | nan | 0.0 | 0.0395 | 0.0 | 0.0 | 0.9401 | 0.8633 | 0.9584 | 0.0 | 0.0 | 0.0034 | 0.0 | nan | 0.6127 | 0.8162 | 0.0 | 0.5502 | 0.2298 | 0.0 | 0.2596 | 0.0 | 0.0 | 0.6793 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6741 | 0.0 | 0.2637 | 0.0017 | 0.0 | nan | 0.0 | 0.0392 | 0.0 | 0.0 | 0.8079 | 0.6798 | 0.8886 | 0.0 | 0.0 | 0.0034 | 0.0 | | 0.8581 | 2.9 | 1160 | 0.7650 | 0.1969 | 0.2386 | 0.8015 | nan | 0.8131 | 0.9552 | 0.0 | 0.6578 | 0.2583 | 0.0 | 0.2183 | 0.0 | 0.0 | 0.8970 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8875 | 0.0 | 0.3510 | 0.0032 | 0.0 | nan | 0.0 | 0.0424 | 0.0 | 0.0 | 0.9475 | 0.8768 | 0.9574 | 0.0 | 0.0 | 0.0087 | 0.0 | nan | 0.6125 | 0.8171 | 0.0 | 0.5693 | 0.2113 | 0.0 | 0.1998 | 0.0 | 0.0 | 0.7218 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6865 | 0.0 | 0.2686 | 0.0032 | 0.0 | nan | 0.0 | 0.0419 | 0.0 | 0.0 | 0.7907 | 0.6760 | 0.8906 | 0.0 | 0.0 | 0.0085 | 0.0 | | 0.4745 | 2.95 | 1180 | 0.7566 | 0.1969 | 0.2390 | 0.8003 | nan | 0.7521 | 0.9620 | 0.0 | 0.6560 | 0.2646 | 0.0 | 0.3388 | 0.0 | 0.0 | 0.9078 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9320 | 0.0 | 0.2716 | 0.0011 | 0.0 | nan | 0.0 | 0.0385 | 0.0 | 0.0 | 0.9302 | 0.8826 | 0.9472 | 0.0 | 0.0 | 0.0023 | 0.0 | nan | 0.6295 | 0.8091 | 0.0 | 0.5515 | 0.2100 | 0.0 | 0.2840 | 0.0 | 0.0 | 0.7174 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6559 | 0.0 | 0.2136 | 0.0011 | 0.0 | nan | 0.0 | 0.0381 | 0.0 | 0.0 | 0.8159 | 0.6766 | 0.8939 | 0.0 | 0.0 | 0.0023 | 0.0 | | 0.6491 | 3.0 | 1200 | 0.7501 | 0.1939 | 0.2383 | 0.7983 | nan | 0.8038 | 0.9447 | 0.0 | 0.6720 | 0.2547 | 0.0 | 0.3299 | 0.0 | 0.0 | 0.9200 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9042 | 0.0 | 0.2579 | 0.0022 | 0.0 | nan | 0.0 | 0.0358 | 0.0 | 0.0 | 0.9455 | 0.8218 | 0.9650 | 0.0 | 0.0 | 0.0051 | 0.0 | nan | 0.6103 | 0.8247 | 0.0 | 0.5275 | 0.2039 | 0.0 | 0.2713 | 0.0 | 0.0 | 0.6960 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6696 | 0.0 | 0.2086 | 0.0022 | 0.0 | nan | 0.0 | 0.0355 | 0.0 | 0.0 | 0.8025 | 0.6553 | 0.8873 | 0.0 | 0.0 | 0.0050 | 0.0 | | 1.781 | 3.05 | 1220 | 0.7489 | 0.1959 | 0.2378 | 0.8012 | nan | 0.7987 | 0.9544 | 0.0 | 0.6618 | 0.2948 | 0.0 | 0.3008 | 0.0 | 0.0 | 0.8942 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9232 | 0.0 | 0.2043 | 0.0015 | 0.0 | nan | 0.0 | 0.0381 | 0.0 | 0.0 | 0.9303 | 0.8788 | 0.9603 | 0.0 | 0.0 | 0.0049 | 0.0 | nan | 0.6240 | 0.8202 | 0.0 | 0.5575 | 0.2216 | 0.0 | 0.2620 | 0.0 | 0.0 | 0.7242 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6533 | 0.0 | 0.1680 | 0.0015 | 0.0 | nan | 0.0 | 0.0378 | 0.0 | 0.0 | 0.8162 | 0.6822 | 0.8912 | 0.0 | 0.0 | 0.0048 | 0.0 | | 0.9283 | 3.1 | 1240 | 0.7437 | 0.2010 | 0.2460 | 0.8038 | nan | 0.8029 | 0.9424 | 0.0 | 0.6893 | 0.3398 | 0.0 | 0.3163 | 0.0 | 0.0 | 0.9231 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8968 | 0.0 | 0.3809 | 0.0034 | 0.0 | nan | 0.0 | 0.0535 | 0.0 | 0.0 | 0.9441 | 0.8675 | 0.9493 | 0.0 | 0.0 | 0.0091 | 0.0 | nan | 0.6164 | 0.8290 | 0.0 | 0.5824 | 0.2352 | 0.0 | 0.2712 | 0.0 | 0.0 | 0.6878 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6865 | 0.0 | 0.2804 | 0.0034 | 0.0 | nan | 0.0 | 0.0530 | 0.0 | 0.0 | 0.8086 | 0.6789 | 0.8925 | 0.0 | 0.0 | 0.0088 | 0.0 | | 1.5147 | 3.15 | 1260 | 0.7494 | 0.1977 | 0.2400 | 0.8011 | nan | 0.7452 | 0.9637 | 0.0 | 0.6880 | 0.2729 | 0.0 | 0.2992 | 0.0 | 0.0 | 0.9180 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9152 | 0.0 | 0.3000 | 0.0030 | 0.0 | nan | 0.0 | 0.0491 | 0.0 | 0.0 | 0.9347 | 0.8729 | 0.9508 | 0.0 | 0.0 | 0.0063 | 0.0 | nan | 0.6194 | 0.8136 | 0.0 | 0.5591 | 0.2056 | 0.0 | 0.2640 | 0.0 | 0.0 | 0.7057 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6690 | 0.0 | 0.2399 | 0.0030 | 0.0 | nan | 0.0 | 0.0486 | 0.0 | 0.0 | 0.8116 | 0.6890 | 0.8908 | 0.0 | 0.0 | 0.0060 | 0.0 | | 0.6839 | 3.2 | 1280 | 0.7914 | 0.1958 | 0.2376 | 0.7951 | nan | 0.7259 | 0.9727 | 0.0 | 0.6346 | 0.1687 | 0.0 | 0.3062 | 0.0 | 0.0 | 0.9208 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8903 | 0.0 | 0.3827 | 0.0039 | 0.0 | nan | 0.0 | 0.0510 | 0.0 | 0.0 | 0.9301 | 0.8831 | 0.9553 | 0.0 | 0.0 | 0.0159 | 0.0 | nan | 0.6163 | 0.7879 | 0.0 | 0.5395 | 0.1405 | 0.0 | 0.2642 | 0.0 | 0.0 | 0.7033 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6873 | 0.0 | 0.2692 | 0.0039 | 0.0 | nan | 0.0 | 0.0504 | 0.0 | 0.0 | 0.8058 | 0.6846 | 0.8918 | 0.0 | 0.0 | 0.0152 | 0.0 | | 1.7345 | 3.25 | 1300 | 0.7344 | 0.1981 | 0.2408 | 0.8020 | nan | 0.8265 | 0.9419 | 0.0 | 0.6655 | 0.2651 | 0.0 | 0.3289 | 0.0 | 0.0 | 0.8955 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9287 | 0.0 | 0.3132 | 0.0025 | 0.0 | nan | 0.0 | 0.0441 | 0.0 | 0.0 | 0.9441 | 0.8326 | 0.9535 | 0.0 | 0.0 | 0.0038 | 0.0 | nan | 0.6181 | 0.8262 | 0.0 | 0.5590 | 0.2097 | 0.0 | 0.2791 | 0.0 | 0.0 | 0.7209 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6595 | 0.0 | 0.2361 | 0.0025 | 0.0 | nan | 0.0 | 0.0435 | 0.0 | 0.0 | 0.8101 | 0.6770 | 0.8919 | 0.0 | 0.0 | 0.0037 | 0.0 | | 0.503 | 3.3 | 1320 | 0.7341 | 0.2007 | 0.2435 | 0.8049 | nan | 0.8159 | 0.9489 | 0.0000 | 0.6760 | 0.2614 | 0.0 | 0.3378 | 0.0 | 0.0 | 0.9006 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9292 | 0.0 | 0.3407 | 0.0010 | 0.0 | nan | 0.0 | 0.0514 | 0.0 | 0.0 | 0.9348 | 0.8801 | 0.9461 | 0.0 | 0.0 | 0.0109 | 0.0 | nan | 0.6341 | 0.8229 | 0.0000 | 0.5710 | 0.2113 | 0.0 | 0.2896 | 0.0 | 0.0 | 0.7254 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6609 | 0.0 | 0.2548 | 0.0010 | 0.0 | nan | 0.0 | 0.0506 | 0.0 | 0.0 | 0.8150 | 0.6818 | 0.8928 | 0.0 | 0.0 | 0.0104 | 0.0 | | 0.9534 | 3.35 | 1340 | 0.7460 | 0.1989 | 0.2445 | 0.8018 | nan | 0.8386 | 0.9413 | 0.0000 | 0.6640 | 0.2679 | 0.0 | 0.3160 | 0.0 | 0.0 | 0.9280 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9197 | 0.0 | 0.3413 | 0.0032 | 0.0 | nan | 0.0 | 0.0618 | 0.0 | 0.0 | 0.9076 | 0.9041 | 0.9575 | 0.0 | 0.0 | 0.0164 | 0.0 | nan | 0.6217 | 0.8250 | 0.0000 | 0.5617 | 0.2092 | 0.0 | 0.2755 | 0.0 | 0.0 | 0.6976 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6699 | 0.0 | 0.2550 | 0.0032 | 0.0 | nan | 0.0 | 0.0608 | 0.0 | 0.0 | 0.8151 | 0.6609 | 0.8910 | 0.0 | 0.0 | 0.0155 | 0.0 | | 0.5102 | 3.4 | 1360 | 0.7266 | 0.1983 | 0.2448 | 0.7992 | nan | 0.8432 | 0.9174 | 0.0002 | 0.7067 | 0.3293 | 0.0 | 0.3114 | 0.0 | 0.0 | 0.9249 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8975 | 0.0 | 0.2826 | 0.0122 | 0.0 | nan | 0.0 | 0.0628 | 0.0 | 0.0 | 0.9442 | 0.8742 | 0.9577 | 0.0 | 0.0 | 0.0138 | 0.0 | nan | 0.5916 | 0.8339 | 0.0002 | 0.5500 | 0.2328 | 0.0 | 0.2615 | 0.0 | 0.0 | 0.6963 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6757 | 0.0 | 0.2259 | 0.0122 | 0.0 | nan | 0.0 | 0.0619 | 0.0 | 0.0 | 0.8089 | 0.6905 | 0.8907 | 0.0 | 0.0 | 0.0133 | 0.0 | | 0.5943 | 3.45 | 1380 | 0.7342 | 0.1983 | 0.2407 | 0.8025 | nan | 0.7623 | 0.9625 | 0.0002 | 0.6882 | 0.2666 | 0.0 | 0.3181 | 0.0 | 0.0 | 0.9237 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9079 | 0.0 | 0.2950 | 0.0116 | 0.0 | nan | 0.0 | 0.0491 | 0.0 | 0.0 | 0.9399 | 0.8562 | 0.9539 | 0.0 | 0.0 | 0.0074 | 0.0 | nan | 0.6211 | 0.8161 | 0.0002 | 0.5471 | 0.2101 | 0.0 | 0.2825 | 0.0 | 0.0 | 0.7070 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6731 | 0.0 | 0.2275 | 0.0116 | 0.0 | nan | 0.0 | 0.0486 | 0.0 | 0.0 | 0.8149 | 0.6858 | 0.8926 | 0.0 | 0.0 | 0.0072 | 0.0 | | 0.6603 | 3.5 | 1400 | 0.7265 | 0.2020 | 0.2470 | 0.8048 | nan | 0.7967 | 0.9527 | 0.0003 | 0.6683 | 0.2973 | 0.0 | 0.3249 | 0.0 | 0.0 | 0.9264 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9085 | 0.0 | 0.4317 | 0.0169 | 0.0 | nan | 0.0 | 0.0564 | 0.0 | 0.0 | 0.9261 | 0.8796 | 0.9558 | 0.0 | 0.0 | 0.0111 | 0.0 | nan | 0.6196 | 0.8251 | 0.0003 | 0.5359 | 0.2260 | 0.0 | 0.2849 | 0.0 | 0.0 | 0.7049 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6876 | 0.0 | 0.2928 | 0.0167 | 0.0 | nan | 0.0 | 0.0557 | 0.0 | 0.0 | 0.8205 | 0.6918 | 0.8928 | 0.0 | 0.0 | 0.0107 | 0.0 | | 0.9272 | 3.55 | 1420 | 0.7217 | 0.2023 | 0.2446 | 0.8060 | nan | 0.8113 | 0.9519 | 0.0002 | 0.6648 | 0.2952 | 0.0 | 0.3057 | 0.0 | 0.0 | 0.9174 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9199 | 0.0 | 0.3752 | 0.0183 | 0.0 | nan | 0.0 | 0.0526 | 0.0 | 0.0 | 0.9390 | 0.8618 | 0.9471 | 0.0 | 0.0 | 0.0106 | 0.0 | nan | 0.6222 | 0.8241 | 0.0002 | 0.5682 | 0.2254 | 0.0 | 0.2712 | 0.0 | 0.0 | 0.7177 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6772 | 0.0 | 0.2780 | 0.0182 | 0.0 | nan | 0.0 | 0.0520 | 0.0 | 0.0 | 0.8159 | 0.7024 | 0.8930 | 0.0 | 0.0 | 0.0102 | 0.0 | | 1.9664 | 3.6 | 1440 | 0.7275 | 0.2028 | 0.2463 | 0.8034 | nan | 0.7487 | 0.9542 | 0.0 | 0.6869 | 0.3317 | 0.0 | 0.3404 | 0.0 | 0.0 | 0.9294 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9121 | 0.0 | 0.3753 | 0.0210 | 0.0 | nan | 0.0 | 0.0587 | 0.0 | 0.0 | 0.9401 | 0.8612 | 0.9570 | 0.0 | 0.0 | 0.0112 | 0.0 | nan | 0.6260 | 0.8169 | 0.0 | 0.5669 | 0.2224 | 0.0 | 0.2824 | 0.0 | 0.0 | 0.7038 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6788 | 0.0 | 0.2851 | 0.0210 | 0.0 | nan | 0.0 | 0.0578 | 0.0 | 0.0 | 0.8170 | 0.7098 | 0.8921 | 0.0 | 0.0 | 0.0108 | 0.0 | | 0.7935 | 3.65 | 1460 | 0.7224 | 0.2030 | 0.2464 | 0.8035 | nan | 0.7912 | 0.9439 | 0.0 | 0.6756 | 0.3438 | 0.0 | 0.3620 | 0.0 | 0.0 | 0.9258 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8999 | 0.0 | 0.3781 | 0.0154 | 0.0 | nan | 0.0 | 0.0559 | 0.0 | 0.0 | 0.9511 | 0.8201 | 0.9599 | 0.0 | 0.0 | 0.0099 | 0.0 | nan | 0.6257 | 0.8203 | 0.0 | 0.5785 | 0.2325 | 0.0 | 0.3075 | 0.0 | 0.0 | 0.7044 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6851 | 0.0 | 0.2865 | 0.0154 | 0.0 | nan | 0.0 | 0.0551 | 0.0 | 0.0 | 0.8012 | 0.6852 | 0.8915 | 0.0 | 0.0 | 0.0096 | 0.0 | | 0.5414 | 3.7 | 1480 | 0.7255 | 0.2034 | 0.2469 | 0.8051 | nan | 0.7975 | 0.9505 | 0.0 | 0.6565 | 0.3189 | 0.0 | 0.3205 | 0.0 | 0.0 | 0.9309 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9005 | 0.0 | 0.4100 | 0.0154 | 0.0 | nan | 0.0 | 0.0672 | 0.0 | 0.0 | 0.9409 | 0.8685 | 0.9583 | 0.0 | 0.0 | 0.0126 | 0.0 | nan | 0.6191 | 0.8182 | 0.0 | 0.5795 | 0.2310 | 0.0 | 0.2786 | 0.0 | 0.0 | 0.7033 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6907 | 0.0 | 0.2953 | 0.0154 | 0.0 | nan | 0.0 | 0.0660 | 0.0 | 0.0 | 0.8157 | 0.6960 | 0.8919 | 0.0 | 0.0 | 0.0122 | 0.0 | | 0.4774 | 3.75 | 1500 | 0.7230 | 0.2018 | 0.2489 | 0.8028 | nan | 0.8123 | 0.9361 | 0.0004 | 0.6937 | 0.3052 | 0.0 | 0.3302 | 0.0 | 0.0 | 0.9284 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8847 | 0.0 | 0.4392 | 0.0064 | 0.0 | nan | 0.0 | 0.0700 | 0.0 | 0.0 | 0.9370 | 0.8963 | 0.9600 | 0.0 | 0.0 | 0.0130 | 0.0 | nan | 0.6048 | 0.8288 | 0.0004 | 0.5533 | 0.2275 | 0.0 | 0.2803 | 0.0 | 0.0 | 0.7056 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6927 | 0.0 | 0.2949 | 0.0064 | 0.0 | nan | 0.0 | 0.0685 | 0.0 | 0.0 | 0.8073 | 0.6839 | 0.8927 | 0.0 | 0.0 | 0.0126 | 0.0 | | 0.8652 | 3.8 | 1520 | 0.7179 | 0.2034 | 0.2483 | 0.8057 | nan | 0.8122 | 0.9446 | 0.0006 | 0.7045 | 0.2763 | 0.0 | 0.3298 | 0.0 | 0.0 | 0.9099 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0007 | 0.0 | 0.0 | 0.8978 | 0.0 | 0.4599 | 0.0037 | 0.0 | nan | 0.0 | 0.0695 | 0.0 | 0.0 | 0.9424 | 0.8780 | 0.9494 | 0.0 | 0.0 | 0.0151 | 0.0 | nan | 0.6139 | 0.8278 | 0.0006 | 0.5586 | 0.2192 | 0.0 | 0.2871 | 0.0 | 0.0 | 0.7319 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0007 | 0.0 | 0.0 | 0.6901 | 0.0 | 0.2992 | 0.0037 | 0.0 | nan | 0.0 | 0.0679 | 0.0 | 0.0 | 0.8103 | 0.6918 | 0.8952 | 0.0 | 0.0 | 0.0144 | 0.0 | | 0.8101 | 3.85 | 1540 | 0.7099 | 0.2054 | 0.2495 | 0.8068 | nan | 0.8168 | 0.9442 | 0.0013 | 0.6896 | 0.3112 | 0.0 | 0.3501 | 0.0 | 0.0 | 0.9176 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0023 | 0.0 | 0.0 | 0.9052 | 0.0 | 0.4417 | 0.0070 | 0.0 | nan | 0.0 | 0.0739 | 0.0 | 0.0 | 0.9405 | 0.8544 | 0.9543 | 0.0 | 0.0 | 0.0230 | 0.0 | nan | 0.6140 | 0.8270 | 0.0013 | 0.5741 | 0.2312 | 0.0 | 0.3009 | 0.0 | 0.0 | 0.7227 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0023 | 0.0 | 0.0 | 0.6907 | 0.0 | 0.3054 | 0.0070 | 0.0 | nan | 0.0 | 0.0724 | 0.0 | 0.0 | 0.8174 | 0.6943 | 0.8947 | 0.0 | 0.0 | 0.0219 | 0.0 | | 0.4716 | 3.9 | 1560 | 0.7215 | 0.2059 | 0.2504 | 0.8057 | nan | 0.7579 | 0.9557 | 0.0 | 0.6718 | 0.3330 | 0.0 | 0.4066 | 0.0 | 0.0 | 0.9233 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0021 | 0.0 | 0.0 | 0.9051 | 0.0 | 0.4749 | 0.0043 | 0.0 | nan | 0.0 | 0.0698 | 0.0 | 0.0 | 0.9398 | 0.8433 | 0.9575 | 0.0 | 0.0 | 0.0192 | 0.0 | nan | 0.6312 | 0.8179 | 0.0 | 0.5643 | 0.2275 | 0.0 | 0.3344 | 0.0 | 0.0 | 0.7179 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0021 | 0.0 | 0.0 | 0.6892 | 0.0 | 0.3088 | 0.0043 | 0.0 | nan | 0.0 | 0.0685 | 0.0 | 0.0 | 0.8195 | 0.6977 | 0.8946 | 0.0 | 0.0 | 0.0183 | 0.0 | | 0.5957 | 3.95 | 1580 | 0.7130 | 0.2051 | 0.2500 | 0.8057 | nan | 0.7880 | 0.9407 | 0.0005 | 0.6948 | 0.3767 | 0.0 | 0.3736 | 0.0 | 0.0 | 0.9214 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0007 | 0.0 | 0.0 | 0.9205 | 0.0 | 0.3823 | 0.0052 | 0.0 | nan | 0.0 | 0.0737 | 0.0 | 0.0 | 0.9362 | 0.8562 | 0.9604 | 0.0 | 0.0 | 0.0202 | 0.0 | nan | 0.6285 | 0.8261 | 0.0005 | 0.5832 | 0.2421 | 0.0 | 0.3108 | 0.0 | 0.0 | 0.7168 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0007 | 0.0 | 0.0 | 0.6791 | 0.0 | 0.2780 | 0.0052 | 0.0 | nan | 0.0 | 0.0720 | 0.0 | 0.0 | 0.8215 | 0.6922 | 0.8937 | 0.0 | 0.0 | 0.0193 | 0.0 | | 0.4858 | 4.0 | 1600 | 0.7241 | 0.2061 | 0.2487 | 0.8071 | nan | 0.7916 | 0.9520 | 0.0000 | 0.6691 | 0.3454 | 0.0 | 0.3197 | 0.0 | 0.0 | 0.9151 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.9131 | 0.0 | 0.4377 | 0.0069 | 0.0 | nan | 0.0 | 0.0813 | 0.0 | 0.0 | 0.9428 | 0.8544 | 0.9475 | 0.0 | 0.0 | 0.0316 | 0.0 | nan | 0.6308 | 0.8212 | 0.0000 | 0.5723 | 0.2374 | 0.0 | 0.2818 | 0.0 | 0.0 | 0.7253 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.6886 | 0.0 | 0.3086 | 0.0069 | 0.0 | nan | 0.0 | 0.0791 | 0.0 | 0.0 | 0.8169 | 0.7064 | 0.8970 | 0.0 | 0.0 | 0.0297 | 0.0 | | 0.7816 | 4.05 | 1620 | 0.7107 | 0.2070 | 0.2541 | 0.8072 | nan | 0.7876 | 0.9356 | 0.0012 | 0.7089 | 0.4167 | 0.0 | 0.3618 | 0.0 | 0.0 | 0.9289 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0003 | 0.0 | 0.0 | 0.9053 | 0.0 | 0.4347 | 0.0079 | 0.0 | nan | 0.0 | 0.0813 | 0.0 | 0.0 | 0.9391 | 0.8811 | 0.9589 | 0.0 | 0.0 | 0.0356 | 0.0 | nan | 0.6311 | 0.8317 | 0.0012 | 0.5682 | 0.2617 | 0.0 | 0.3070 | 0.0 | 0.0 | 0.7094 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0003 | 0.0 | 0.0 | 0.6926 | 0.0 | 0.3067 | 0.0079 | 0.0 | nan | 0.0 | 0.0793 | 0.0 | 0.0 | 0.8169 | 0.6886 | 0.8969 | 0.0 | 0.0 | 0.0331 | 0.0 | | 1.235 | 4.1 | 1640 | 0.7169 | 0.2040 | 0.2481 | 0.8047 | nan | 0.8344 | 0.9375 | 0.0012 | 0.6585 | 0.3626 | 0.0 | 0.3023 | 0.0 | 0.0 | 0.9308 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8847 | 0.0 | 0.3996 | 0.0219 | 0.0 | nan | 0.0 | 0.0822 | 0.0 | 0.0 | 0.9528 | 0.8195 | 0.9661 | 0.0 | 0.0 | 0.0315 | 0.0 | nan | 0.6084 | 0.8305 | 0.0012 | 0.5676 | 0.2527 | 0.0 | 0.2647 | 0.0 | 0.0 | 0.6949 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6967 | 0.0 | 0.2960 | 0.0219 | 0.0 | nan | 0.0 | 0.0799 | 0.0 | 0.0 | 0.8027 | 0.6947 | 0.8916 | 0.0 | 0.0 | 0.0299 | 0.0 | | 0.878 | 4.15 | 1660 | 0.7042 | 0.2075 | 0.2521 | 0.8077 | nan | 0.8169 | 0.9431 | 0.0016 | 0.6660 | 0.3595 | 0.0 | 0.3615 | 0.0 | 0.0 | 0.9224 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0012 | 0.0 | 0.0 | 0.8959 | 0.0 | 0.4522 | 0.0092 | 0.0 | nan | 0.0 | 0.0884 | 0.0 | 0.0 | 0.9428 | 0.8542 | 0.9610 | 0.0 | 0.0 | 0.0448 | 0.0 | nan | 0.6199 | 0.8286 | 0.0016 | 0.5685 | 0.2531 | 0.0 | 0.3086 | 0.0 | 0.0 | 0.7228 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0012 | 0.0 | 0.0 | 0.6937 | 0.0 | 0.3060 | 0.0092 | 0.0 | nan | 0.0 | 0.0854 | 0.0 | 0.0 | 0.8161 | 0.6954 | 0.8956 | 0.0 | 0.0 | 0.0414 | 0.0 | | 0.4668 | 4.2 | 1680 | 0.7058 | 0.2072 | 0.2522 | 0.8079 | nan | 0.7920 | 0.9509 | 0.0022 | 0.6777 | 0.3193 | 0.0 | 0.4056 | 0.0 | 0.0 | 0.9314 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0012 | 0.0 | 0.0 | 0.9057 | 0.0 | 0.4430 | 0.0131 | 0.0 | nan | 0.0 | 0.0889 | 0.0 | 0.0 | 0.9358 | 0.8574 | 0.9589 | 0.0 | 0.0 | 0.0398 | 0.0 | nan | 0.6304 | 0.8252 | 0.0022 | 0.5464 | 0.2353 | 0.0 | 0.3334 | 0.0 | 0.0 | 0.7067 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0012 | 0.0 | 0.0 | 0.6928 | 0.0 | 0.3123 | 0.0131 | 0.0 | nan | 0.0 | 0.0860 | 0.0 | 0.0 | 0.8228 | 0.6967 | 0.8961 | 0.0 | 0.0 | 0.0367 | 0.0 | | 0.5707 | 4.25 | 1700 | 0.7118 | 0.2066 | 0.2511 | 0.8078 | nan | 0.7897 | 0.9554 | 0.0017 | 0.6916 | 0.2956 | 0.0 | 0.3732 | 0.0 | 0.0 | 0.9278 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0033 | 0.0 | 0.0 | 0.8920 | 0.0 | 0.4549 | 0.0179 | 0.0 | nan | 0.0 | 0.0863 | 0.0 | 0.0 | 0.9397 | 0.8536 | 0.9629 | 0.0 | 0.0 | 0.0415 | 0.0 | nan | 0.6343 | 0.8215 | 0.0017 | 0.5455 | 0.2294 | 0.0 | 0.3161 | 0.0 | 0.0 | 0.7124 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0033 | 0.0 | 0.0 | 0.6938 | 0.0 | 0.3103 | 0.0179 | 0.0 | nan | 0.0 | 0.0838 | 0.0 | 0.0 | 0.8193 | 0.6966 | 0.8948 | 0.0 | 0.0 | 0.0384 | 0.0 | | 0.5797 | 4.3 | 1720 | 0.7086 | 0.2062 | 0.2519 | 0.8068 | nan | 0.8054 | 0.9460 | 0.0022 | 0.6945 | 0.3038 | 0.0 | 0.3546 | 0.0 | 0.0 | 0.9279 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0022 | 0.0 | 0.0 | 0.8877 | 0.0 | 0.4459 | 0.0216 | 0.0 | nan | 0.0 | 0.0979 | 0.0 | 0.0 | 0.9392 | 0.8795 | 0.9600 | 0.0 | 0.0 | 0.0457 | 0.0 | nan | 0.6251 | 0.8269 | 0.0022 | 0.5354 | 0.2322 | 0.0 | 0.3038 | 0.0 | 0.0 | 0.7130 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0022 | 0.0 | 0.0 | 0.6962 | 0.0 | 0.3074 | 0.0215 | 0.0 | nan | 0.0 | 0.0943 | 0.0 | 0.0 | 0.8166 | 0.6911 | 0.8961 | 0.0 | 0.0 | 0.0421 | 0.0 | | 0.5598 | 4.35 | 1740 | 0.7074 | 0.2066 | 0.2514 | 0.8076 | nan | 0.7741 | 0.9568 | 0.0023 | 0.6952 | 0.3044 | 0.0 | 0.3682 | 0.0 | 0.0 | 0.9261 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0018 | 0.0 | 0.0 | 0.9178 | 0.0 | 0.4504 | 0.0117 | 0.0 | nan | 0.0 | 0.0907 | 0.0 | 0.0 | 0.9239 | 0.8825 | 0.9510 | 0.0 | 0.0 | 0.0399 | 0.0 | nan | 0.6325 | 0.8244 | 0.0023 | 0.5436 | 0.2262 | 0.0 | 0.3155 | 0.0 | 0.0 | 0.7181 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0018 | 0.0 | 0.0 | 0.6864 | 0.0 | 0.3168 | 0.0117 | 0.0 | nan | 0.0 | 0.0876 | 0.0 | 0.0 | 0.8247 | 0.6935 | 0.8973 | 0.0 | 0.0 | 0.0368 | 0.0 | | 0.5045 | 4.4 | 1760 | 0.6989 | 0.2082 | 0.2548 | 0.8081 | nan | 0.8051 | 0.9400 | 0.0060 | 0.7226 | 0.3321 | 0.0 | 0.3646 | 0.0 | 0.0 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0042 | 0.0 | 0.0 | 0.9079 | 0.0 | 0.4378 | 0.0352 | 0.0 | nan | 0.0 | 0.0977 | 0.0 | 0.0 | 0.9285 | 0.8997 | 0.9569 | 0.0 | 0.0 | 0.0471 | 0.0 | nan | 0.6270 | 0.8327 | 0.0060 | 0.5568 | 0.2402 | 0.0 | 0.3107 | 0.0 | 0.0 | 0.7236 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0042 | 0.0 | 0.0 | 0.6944 | 0.0 | 0.3152 | 0.0351 | 0.0 | nan | 0.0 | 0.0938 | 0.0 | 0.0 | 0.8151 | 0.6756 | 0.8967 | 0.0 | 0.0 | 0.0432 | 0.0 | | 0.6413 | 4.45 | 1780 | 0.6964 | 0.2083 | 0.2536 | 0.8086 | nan | 0.8154 | 0.9392 | 0.0046 | 0.7085 | 0.3325 | 0.0 | 0.3714 | 0.0 | 0.0 | 0.9323 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0009 | 0.0 | 0.0 | 0.9159 | 0.0 | 0.4176 | 0.0375 | 0.0 | nan | 0.0 | 0.0928 | 0.0 | 0.0 | 0.9330 | 0.8704 | 0.9585 | 0.0 | 0.0 | 0.0386 | 0.0 | nan | 0.6221 | 0.8311 | 0.0046 | 0.5634 | 0.2422 | 0.0 | 0.3107 | 0.0 | 0.0 | 0.7094 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0009 | 0.0 | 0.0 | 0.6875 | 0.0 | 0.3101 | 0.0374 | 0.0 | nan | 0.0 | 0.0897 | 0.0 | 0.0 | 0.8230 | 0.7109 | 0.8961 | 0.0 | 0.0 | 0.0359 | 0.0 | | 0.4124 | 4.5 | 1800 | 0.6966 | 0.2073 | 0.2510 | 0.8082 | nan | 0.8128 | 0.9437 | 0.0041 | 0.7022 | 0.3170 | 0.0 | 0.3603 | 0.0 | 0.0 | 0.9165 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0019 | 0.0 | 0.0 | 0.9312 | 0.0 | 0.3701 | 0.0351 | 0.0 | nan | 0.0 | 0.0933 | 0.0 | 0.0 | 0.9284 | 0.8769 | 0.9536 | 0.0 | 0.0 | 0.0349 | 0.0 | nan | 0.6218 | 0.8289 | 0.0041 | 0.5689 | 0.2387 | 0.0 | 0.3062 | 0.0 | 0.0 | 0.7300 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0019 | 0.0 | 0.0 | 0.6717 | 0.0 | 0.2830 | 0.0350 | 0.0 | nan | 0.0 | 0.0896 | 0.0 | 0.0 | 0.8264 | 0.7059 | 0.8961 | 0.0 | 0.0 | 0.0324 | 0.0 | | 0.7525 | 4.55 | 1820 | 0.6977 | 0.2083 | 0.2512 | 0.8093 | nan | 0.7950 | 0.9510 | 0.0042 | 0.6927 | 0.3215 | 0.0 | 0.3832 | 0.0 | 0.0 | 0.9196 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0032 | 0.0 | 0.0 | 0.9185 | 0.0 | 0.3705 | 0.0380 | 0.0 | nan | 0.0 | 0.0928 | 0.0 | 0.0 | 0.9409 | 0.8624 | 0.9578 | 0.0 | 0.0 | 0.0394 | 0.0 | nan | 0.6322 | 0.8266 | 0.0042 | 0.5718 | 0.2380 | 0.0 | 0.3255 | 0.0 | 0.0 | 0.7286 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0032 | 0.0 | 0.0 | 0.6795 | 0.0 | 0.2802 | 0.0379 | 0.0 | nan | 0.0 | 0.0893 | 0.0 | 0.0 | 0.8199 | 0.7035 | 0.8966 | 0.0 | 0.0 | 0.0363 | 0.0 | | 0.5107 | 4.6 | 1840 | 0.7052 | 0.2103 | 0.2536 | 0.8098 | nan | 0.7891 | 0.9552 | 0.0023 | 0.6840 | 0.3377 | 0.0 | 0.3723 | 0.0 | 0.0 | 0.9226 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0042 | 0.0 | 0.0 | 0.8949 | 0.0 | 0.4407 | 0.0442 | 0.0 | nan | 0.0 | 0.1019 | 0.0 | 0.0 | 0.9418 | 0.8706 | 0.9578 | 0.0 | 0.0 | 0.0499 | 0.0 | nan | 0.6323 | 0.8240 | 0.0023 | 0.5751 | 0.2387 | 0.0 | 0.3215 | 0.0 | 0.0 | 0.7268 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0042 | 0.0 | 0.0 | 0.6983 | 0.0 | 0.3130 | 0.0439 | 0.0 | nan | 0.0 | 0.0977 | 0.0 | 0.0 | 0.8163 | 0.7045 | 0.8966 | 0.0 | 0.0 | 0.0453 | 0.0 | | 0.5494 | 4.65 | 1860 | 0.7008 | 0.2101 | 0.2543 | 0.8093 | nan | 0.7941 | 0.9487 | 0.0037 | 0.6855 | 0.3536 | 0.0 | 0.3800 | 0.0 | 0.0 | 0.9144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0048 | 0.0 | 0.0 | 0.8886 | 0.0 | 0.4508 | 0.0377 | 0.0 | nan | 0.0 | 0.1000 | 0.0 | 0.0 | 0.9474 | 0.8781 | 0.9595 | 0.0 | 0.0 | 0.0447 | 0.0 | nan | 0.6299 | 0.8278 | 0.0037 | 0.5778 | 0.2464 | 0.0 | 0.3250 | 0.0 | 0.0 | 0.7361 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0048 | 0.0 | 0.0 | 0.6984 | 0.0 | 0.3105 | 0.0375 | 0.0 | nan | 0.0 | 0.0959 | 0.0 | 0.0 | 0.8066 | 0.6962 | 0.8952 | 0.0 | 0.0 | 0.0408 | 0.0 | | 0.8101 | 4.7 | 1880 | 0.6985 | 0.2098 | 0.2542 | 0.8089 | nan | 0.8058 | 0.9401 | 0.0052 | 0.6858 | 0.3842 | 0.0 | 0.3709 | 0.0 | 0.0 | 0.9193 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0030 | 0.0 | 0.0 | 0.8981 | 0.0 | 0.4171 | 0.0502 | 0.0 | nan | 0.0 | 0.1001 | 0.0 | 0.0 | 0.9498 | 0.8683 | 0.9567 | 0.0 | 0.0 | 0.0332 | 0.0 | nan | 0.6256 | 0.8315 | 0.0052 | 0.5747 | 0.2603 | 0.0 | 0.3176 | 0.0 | 0.0 | 0.7287 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0030 | 0.0 | 0.0 | 0.6929 | 0.0 | 0.3038 | 0.0498 | 0.0 | nan | 0.0 | 0.0961 | 0.0 | 0.0 | 0.8054 | 0.7003 | 0.8960 | 0.0 | 0.0 | 0.0311 | 0.0 | | 0.4551 | 4.75 | 1900 | 0.6972 | 0.2098 | 0.2544 | 0.8094 | nan | 0.8039 | 0.9454 | 0.0031 | 0.6742 | 0.3683 | 0.0 | 0.3815 | 0.0 | 0.0 | 0.9239 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0039 | 0.0 | 0.0 | 0.9232 | 0.0 | 0.4252 | 0.0398 | 0.0 | nan | 0.0 | 0.1033 | 0.0 | 0.0 | 0.9277 | 0.8741 | 0.9600 | 0.0 | 0.0 | 0.0364 | 0.0 | nan | 0.6269 | 0.8301 | 0.0031 | 0.5715 | 0.2504 | 0.0 | 0.3253 | 0.0 | 0.0 | 0.7233 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0039 | 0.0 | 0.0 | 0.6836 | 0.0 | 0.3066 | 0.0395 | 0.0 | nan | 0.0 | 0.0988 | 0.0 | 0.0 | 0.8281 | 0.7042 | 0.8938 | 0.0 | 0.0 | 0.0337 | 0.0 | | 0.6651 | 4.8 | 1920 | 0.7059 | 0.2087 | 0.2530 | 0.8083 | nan | 0.7631 | 0.9564 | 0.0028 | 0.6749 | 0.3318 | 0.0 | 0.4039 | 0.0 | 0.0 | 0.9283 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0029 | 0.0 | 0.0 | 0.9136 | 0.0 | 0.4319 | 0.0313 | 0.0 | nan | 0.0 | 0.0995 | 0.0 | 0.0 | 0.9354 | 0.8815 | 0.9514 | 0.0 | 0.0 | 0.0410 | 0.0 | nan | 0.6344 | 0.8235 | 0.0028 | 0.5621 | 0.2316 | 0.0 | 0.3341 | 0.0 | 0.0 | 0.7208 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0029 | 0.0 | 0.0 | 0.6895 | 0.0 | 0.3095 | 0.0311 | 0.0 | nan | 0.0 | 0.0959 | 0.0 | 0.0 | 0.8221 | 0.6921 | 0.8971 | 0.0 | 0.0 | 0.0375 | 0.0 | | 0.7881 | 4.85 | 1940 | 0.7021 | 0.2092 | 0.2527 | 0.8090 | nan | 0.7774 | 0.9532 | 0.0037 | 0.6736 | 0.3401 | 0.0 | 0.3885 | 0.0 | 0.0 | 0.9207 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0027 | 0.0 | 0.0 | 0.9142 | 0.0 | 0.4270 | 0.0378 | 0.0 | nan | 0.0 | 0.0945 | 0.0 | 0.0 | 0.9420 | 0.8686 | 0.9567 | 0.0 | 0.0 | 0.0392 | 0.0 | nan | 0.6358 | 0.8253 | 0.0037 | 0.5689 | 0.2356 | 0.0 | 0.3289 | 0.0 | 0.0 | 0.7279 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0027 | 0.0 | 0.0 | 0.6870 | 0.0 | 0.3093 | 0.0376 | 0.0 | nan | 0.0 | 0.0911 | 0.0 | 0.0 | 0.8173 | 0.6998 | 0.8963 | 0.0 | 0.0 | 0.0361 | 0.0 | | 0.7483 | 4.9 | 1960 | 0.7025 | 0.2097 | 0.2535 | 0.8094 | nan | 0.7800 | 0.9566 | 0.0021 | 0.6758 | 0.3336 | 0.0 | 0.3785 | 0.0 | 0.0 | 0.9281 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0044 | 0.0 | 0.0 | 0.8957 | 0.0 | 0.4540 | 0.0452 | 0.0 | nan | 0.0 | 0.0954 | 0.0 | 0.0 | 0.9421 | 0.8763 | 0.9524 | 0.0 | 0.0 | 0.0442 | 0.0 | nan | 0.6352 | 0.8238 | 0.0021 | 0.5734 | 0.2339 | 0.0 | 0.3244 | 0.0 | 0.0 | 0.7202 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0044 | 0.0 | 0.0 | 0.6983 | 0.0 | 0.3160 | 0.0448 | 0.0 | nan | 0.0 | 0.0923 | 0.0 | 0.0 | 0.8169 | 0.6967 | 0.8980 | 0.0 | 0.0 | 0.0403 | 0.0 | | 0.5895 | 4.95 | 1980 | 0.7158 | 0.2087 | 0.2500 | 0.8087 | nan | 0.7581 | 0.9656 | 0.0014 | 0.6792 | 0.3140 | 0.0 | 0.3730 | 0.0 | 0.0 | 0.9158 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0037 | 0.0 | 0.0 | 0.9072 | 0.0 | 0.4107 | 0.0384 | 0.0 | nan | 0.0 | 0.0908 | 0.0 | 0.0 | 0.9455 | 0.8569 | 0.9461 | 0.0 | 0.0 | 0.0427 | 0.0 | nan | 0.6370 | 0.8174 | 0.0014 | 0.5700 | 0.2286 | 0.0 | 0.3173 | 0.0 | 0.0 | 0.7346 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0037 | 0.0 | 0.0 | 0.6900 | 0.0 | 0.3047 | 0.0382 | 0.0 | nan | 0.0 | 0.0880 | 0.0 | 0.0 | 0.8129 | 0.7060 | 0.8969 | 0.0 | 0.0 | 0.0394 | 0.0 | | 0.5002 | 5.0 | 2000 | 0.6971 | 0.2096 | 0.2531 | 0.8097 | nan | 0.7927 | 0.9520 | 0.0024 | 0.6788 | 0.3430 | 0.0 | 0.3808 | 0.0 | 0.0 | 0.9184 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0039 | 0.0 | 0.0 | 0.9263 | 0.0 | 0.4191 | 0.0338 | 0.0 | nan | 0.0 | 0.0998 | 0.0 | 0.0 | 0.9282 | 0.8789 | 0.9561 | 0.0 | 0.0 | 0.0395 | 0.0 | nan | 0.6336 | 0.8266 | 0.0024 | 0.5771 | 0.2395 | 0.0 | 0.3258 | 0.0 | 0.0 | 0.7300 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0039 | 0.0 | 0.0 | 0.6806 | 0.0 | 0.3090 | 0.0336 | 0.0 | nan | 0.0 | 0.0956 | 0.0 | 0.0 | 0.8274 | 0.7002 | 0.8948 | 0.0 | 0.0 | 0.0364 | 0.0 | ### Framework versions - Transformers 4.42.3 - Pytorch 2.3.0+cu121 - Datasets 2.20.0 - Tokenizers 0.19.1