--- library_name: transformers license: other base_model: nvidia/mit-b0 tags: - image-segmentation - vision - generated_from_trainer model-index: - name: segformer-finetuned-sidewalk-10k-steps results: [] --- # segformer-finetuned-sidewalk-10k-steps This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the segments/sidewalk-semantic dataset. It achieves the following results on the evaluation set: - Loss: 0.6345 - Mean Iou: 0.2878 - Mean Accuracy: 0.3589 - Overall Accuracy: 0.8218 - Accuracy Unlabeled: nan - Accuracy Flat-road: 0.7354 - Accuracy Flat-sidewalk: 0.9329 - Accuracy Flat-crosswalk: 0.7615 - Accuracy Flat-cyclinglane: 0.8432 - Accuracy Flat-parkingdriveway: 0.2720 - Accuracy Flat-railtrack: nan - Accuracy Flat-curb: 0.5736 - Accuracy Human-person: 0.8116 - Accuracy Human-rider: 0.0 - Accuracy Vehicle-car: 0.9249 - Accuracy Vehicle-truck: 0.0 - Accuracy Vehicle-bus: 0.0 - Accuracy Vehicle-tramtrain: nan - Accuracy Vehicle-motorcycle: 0.0 - Accuracy Vehicle-bicycle: 0.6613 - Accuracy Vehicle-caravan: 0.0 - Accuracy Vehicle-cartrailer: 0.0 - Accuracy Construction-building: 0.8676 - Accuracy Construction-door: 0.0 - Accuracy Construction-wall: 0.5172 - Accuracy Construction-fenceguardrail: 0.2198 - Accuracy Construction-bridge: 0.0 - Accuracy Construction-tunnel: 0.0 - Accuracy Construction-stairs: 0.0 - Accuracy Object-pole: 0.3959 - Accuracy Object-trafficsign: 0.0 - Accuracy Object-trafficlight: 0.0 - Accuracy Nature-vegetation: 0.9185 - Accuracy Nature-terrain: 0.8796 - Accuracy Sky: 0.9476 - Accuracy Void-ground: 0.0019 - Accuracy Void-dynamic: 0.0238 - Accuracy Void-static: 0.1965 - Accuracy Void-unclear: 0.0 - Iou Unlabeled: nan - Iou Flat-road: 0.6852 - Iou Flat-sidewalk: 0.8279 - Iou Flat-crosswalk: 0.6646 - Iou Flat-cyclinglane: 0.5492 - Iou Flat-parkingdriveway: 0.2320 - Iou Flat-railtrack: nan - Iou Flat-curb: 0.3719 - Iou Human-person: 0.5915 - Iou Human-rider: 0.0 - Iou Vehicle-car: 0.7741 - Iou Vehicle-truck: 0.0 - Iou Vehicle-bus: 0.0 - Iou Vehicle-tramtrain: nan - Iou Vehicle-motorcycle: 0.0 - Iou Vehicle-bicycle: 0.4077 - Iou Vehicle-caravan: 0.0 - Iou Vehicle-cartrailer: 0.0 - Iou Construction-building: 0.6760 - Iou Construction-door: 0.0 - Iou Construction-wall: 0.3656 - Iou Construction-fenceguardrail: 0.1773 - Iou Construction-bridge: 0.0 - Iou Construction-tunnel: 0.0 - Iou Construction-stairs: 0.0 - Iou Object-pole: 0.2363 - Iou Object-trafficsign: 0.0 - Iou Object-trafficlight: 0.0 - Iou Nature-vegetation: 0.8288 - Iou Nature-terrain: 0.7514 - Iou Sky: 0.9069 - Iou Void-ground: 0.0019 - Iou Void-dynamic: 0.0169 - Iou Void-static: 0.1439 - 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: 8 - eval_batch_size: 8 - seed: 1337 - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments - lr_scheduler_type: polynomial - training_steps: 10000 ### Training results | Training Loss | Epoch | Step | Accuracy Construction-bridge | Accuracy Construction-building | Accuracy Construction-door | Accuracy Construction-fenceguardrail | Accuracy Construction-stairs | Accuracy Construction-tunnel | Accuracy Construction-wall | Accuracy Flat-crosswalk | Accuracy Flat-curb | Accuracy Flat-cyclinglane | Accuracy Flat-parkingdriveway | Accuracy Flat-railtrack | Accuracy Flat-road | Accuracy Flat-sidewalk | Accuracy Human-person | Accuracy Human-rider | Accuracy Nature-terrain | Accuracy Nature-vegetation | Accuracy Object-pole | Accuracy Object-trafficlight | Accuracy Object-trafficsign | Accuracy Sky | Accuracy Unlabeled | Accuracy Vehicle-bicycle | Accuracy Vehicle-bus | Accuracy Vehicle-car | Accuracy Vehicle-caravan | Accuracy Vehicle-cartrailer | Accuracy Vehicle-motorcycle | Accuracy Vehicle-tramtrain | Accuracy Vehicle-truck | Accuracy Void-dynamic | Accuracy Void-ground | Accuracy Void-static | Accuracy Void-unclear | Iou Construction-bridge | Iou Construction-building | Iou Construction-door | Iou Construction-fenceguardrail | Iou Construction-stairs | Iou Construction-tunnel | Iou Construction-wall | Iou Flat-crosswalk | Iou Flat-curb | Iou Flat-cyclinglane | Iou Flat-parkingdriveway | Iou Flat-railtrack | Iou Flat-road | Iou Flat-sidewalk | Iou Human-person | Iou Human-rider | Iou Nature-terrain | Iou Nature-vegetation | Iou Object-pole | Iou Object-trafficlight | Iou Object-trafficsign | Iou Sky | Iou Unlabeled | Iou Vehicle-bicycle | Iou Vehicle-bus | Iou Vehicle-car | Iou Vehicle-caravan | Iou Vehicle-cartrailer | Iou Vehicle-motorcycle | Iou Vehicle-tramtrain | Iou Vehicle-truck | Iou Void-dynamic | Iou Void-ground | Iou Void-static | Iou Void-unclear | Validation Loss | Mean Accuracy | Mean Iou | Overall Accuracy | 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| 2.5747 | 1.0 | 107 | 0.0 | 0.7426 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0000 | 0.0000 | 0.0 | 0.3781 | 0.0000 | 0.0 | 0.5061 | 0.9347 | 0.0 | 0.0 | 0.6731 | 0.8667 | 0.0 | 0.0 | 0.0 | 0.6776 | nan | 0.0 | 0.0 | 0.9191 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4358 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0000 | 0.0000 | 0.0 | 0.3371 | 0.0000 | 0.0 | 0.4087 | 0.6949 | 0.0 | 0.0 | 0.4621 | 0.6901 | 0.0 | 0.0 | 0.0 | 0.6670 | nan | 0.0 | 0.0 | 0.4924 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.7346 | 0.1676 | 0.1232 | 0.6884 | | 1.815 | 2.0 | 214 | 0.0 | 0.8996 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5968 | 0.0002 | 0.0 | 0.5954 | 0.9235 | 0.0 | 0.0 | 0.7090 | 0.8141 | 0.0 | 0.0 | 0.0 | 0.8003 | nan | 0.0 | 0.0 | 0.8631 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4411 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5212 | 0.0002 | 0.0 | 0.4606 | 0.7384 | 0.0 | 0.0 | 0.4446 | 0.7056 | 0.0 | 0.0 | 0.0 | 0.7660 | nan | 0.0 | 0.0 | 0.5815 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.4151 | 0.1824 | 0.1370 | 0.7128 | | 1.5025 | 3.0 | 321 | 0.0 | 0.8428 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7000 | 0.0010 | 0.0 | 0.6635 | 0.9166 | 0.0 | 0.0 | 0.6750 | 0.8639 | 0.0 | 0.0 | 0.0 | 0.7804 | nan | 0.0 | 0.0 | 0.9081 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4970 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5435 | 0.0010 | 0.0 | 0.4509 | 0.7495 | 0.0 | 0.0 | 0.4828 | 0.7350 | 0.0 | 0.0 | 0.0 | 0.7603 | nan | 0.0 | 0.0 | 0.5872 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.2501 | 0.1868 | 0.1414 | 0.7260 | | 1.3304 | 4.0 | 428 | 0.0 | 0.8179 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0000 | 0.6519 | 0.0034 | 0.0 | 0.6651 | 0.9328 | 0.0 | 0.0 | 0.5300 | 0.9367 | 0.0 | 0.0 | 0.0 | 0.8177 | nan | 0.0 | 0.0 | 0.9239 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5030 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0000 | 0.5617 | 0.0033 | 0.0 | 0.4857 | 0.7666 | 0.0 | 0.0 | 0.4446 | 0.7145 | 0.0 | 0.0 | 0.0 | 0.7896 | nan | 0.0 | 0.0 | 0.5879 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1364 | 0.1847 | 0.1429 | 0.7360 | | 1.2063 | 5.0 | 535 | 0.0 | 0.8305 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0000 | 0.7453 | 0.0180 | 0.0 | 0.7625 | 0.9075 | 0.0 | 0.0 | 0.7804 | 0.8154 | 0.0 | 0.0 | 0.0 | 0.8452 | nan | 0.0 | 0.0 | 0.9402 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4945 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0000 | 0.5773 | 0.0171 | 0.0 | 0.5217 | 0.7842 | 0.0 | 0.0 | 0.4609 | 0.7164 | 0.0 | 0.0 | 0.0 | 0.8104 | nan | 0.0 | 0.0 | 0.5440 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0727 | 0.1954 | 0.1449 | 0.7359 | | 1.0936 | 6.0 | 642 | 0.0 | 0.8913 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0027 | 0.7760 | 0.1047 | 0.0 | 0.7277 | 0.9245 | 0.0 | 0.0 | 0.6961 | 0.8476 | 0.0 | 0.0 | 0.0 | 0.8803 | nan | 0.0 | 0.0 | 0.9221 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5137 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0027 | 0.5446 | 0.0817 | 0.0 | 0.5169 | 0.7893 | 0.0 | 0.0 | 0.5180 | 0.7552 | 0.0 | 0.0 | 0.0 | 0.8215 | nan | 0.0 | 0.0 | 0.6316 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9624 | 0.1992 | 0.1522 | 0.7485 | | 1.0233 | 7.0 | 749 | 0.0 | 0.8623 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0512 | 0.6873 | 0.0775 | 0.0 | 0.7407 | 0.9221 | 0.0 | 0.0 | 0.7410 | 0.8683 | 0.0 | 0.0 | 0.0 | 0.8302 | nan | 0.0 | 0.0 | 0.9261 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5044 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0448 | 0.5882 | 0.0699 | 0.0 | 0.5195 | 0.7874 | 0.0 | 0.0 | 0.5101 | 0.7387 | 0.0 | 0.0 | 0.0 | 0.7967 | nan | 0.0 | 0.0 | 0.6128 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9464 | 0.1973 | 0.1521 | 0.7467 | | 0.948 | 8.0 | 856 | 0.0 | 0.8584 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0002 | 0.0832 | 0.0834 | 0.7998 | 0.1113 | 0.0 | 0.6187 | 0.9486 | 0.0 | 0.0 | 0.7568 | 0.8847 | 0.0000 | 0.0 | 0.0 | 0.9087 | nan | 0.0 | 0.0 | 0.9250 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5293 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0002 | 0.0832 | 0.0652 | 0.5446 | 0.0851 | 0.0 | 0.5185 | 0.7864 | 0.0 | 0.0 | 0.5324 | 0.7534 | 0.0000 | 0.0 | 0.0 | 0.8382 | nan | 0.0 | 0.0 | 0.6540 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8911 | 0.2053 | 0.1585 | 0.7545 | | 0.9013 | 9.0 | 963 | 0.0 | 0.8781 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0098 | 0.0126 | 0.0772 | 0.7788 | 0.0695 | 0.0 | 0.5267 | 0.9618 | 0.0 | 0.0 | 0.7693 | 0.8674 | 0.0028 | 0.0 | 0.0 | 0.8639 | nan | 0.0 | 0.0 | 0.9364 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0004 | 0.0 | 0.0 | 0.5348 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0095 | 0.0126 | 0.0627 | 0.5127 | 0.0596 | 0.0 | 0.4563 | 0.7646 | 0.0 | 0.0 | 0.5323 | 0.7582 | 0.0028 | 0.0 | 0.0 | 0.8291 | nan | 0.0 | 0.0 | 0.6337 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0004 | 0.0 | 0.9131 | 0.1987 | 0.1520 | 0.7434 | | 0.9127 | 10.0 | 1070 | 0.0 | 0.8631 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1624 | 0.5557 | 0.1792 | 0.8090 | 0.0918 | 0.0 | 0.4243 | 0.9551 | 0.0008 | 0.0 | 0.5924 | 0.9362 | 0.0981 | 0.0 | 0.0 | 0.9363 | nan | 0.0 | 0.0 | 0.9268 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0042 | 0.0 | 0.0 | 0.5562 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1388 | 0.5209 | 0.1226 | 0.4770 | 0.0840 | 0.0 | 0.3958 | 0.7787 | 0.0008 | 0.0 | 0.5233 | 0.7712 | 0.0905 | 0.0 | 0.0 | 0.8377 | nan | 0.0 | 0.0 | 0.6311 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0039 | 0.0 | 0.8791 | 0.2216 | 0.1745 | 0.7530 | | 0.8684 | 11.0 | 1177 | 0.0 | 0.9058 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0930 | 0.5151 | 0.2616 | 0.6888 | 0.0863 | 0.0 | 0.5405 | 0.9618 | 0.1328 | 0.0 | 0.6792 | 0.9195 | 0.0382 | 0.0 | 0.0 | 0.8448 | nan | 0.0 | 0.0 | 0.9142 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0029 | 0.0 | 0.0 | 0.5329 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0805 | 0.4877 | 0.1710 | 0.5218 | 0.0790 | 0.0 | 0.5085 | 0.7768 | 0.1203 | 0.0 | 0.5630 | 0.7792 | 0.0372 | 0.0 | 0.0 | 0.8197 | nan | 0.0 | 0.0 | 0.6726 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0027 | 0.0 | 0.8156 | 0.2231 | 0.1810 | 0.7635 | | 0.8416 | 12.0 | 1284 | 0.0 | 0.8987 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2058 | 0.5860 | 0.2139 | 0.6375 | 0.1403 | 0.0 | 0.4870 | 0.9663 | 0.0989 | 0.0 | 0.6583 | 0.9092 | 0.1715 | 0.0 | 0.0 | 0.8818 | nan | 0.0 | 0.0 | 0.9346 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0144 | 0.0 | 0.0 | 0.5588 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1779 | 0.5483 | 0.1366 | 0.5537 | 0.1032 | 0.0 | 0.4611 | 0.7618 | 0.0963 | 0.0 | 0.5667 | 0.7970 | 0.1506 | 0.0 | 0.0 | 0.8425 | nan | 0.0 | 0.0 | 0.6291 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0125 | 0.0 | 0.8366 | 0.2295 | 0.1881 | 0.7611 | | 0.7932 | 13.0 | 1391 | 0.0 | 0.8741 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2842 | 0.8838 | 0.3457 | 0.7991 | 0.2138 | 0.0 | 0.5485 | 0.9053 | 0.3904 | 0.0 | 0.7969 | 0.8622 | 0.2269 | 0.0 | 0.0 | 0.8833 | nan | 0.0 | 0.0 | 0.9122 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0767 | 0.0 | 0.0 | 0.5728 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2196 | 0.6998 | 0.2020 | 0.5029 | 0.1524 | 0.0 | 0.5004 | 0.7797 | 0.2699 | 0.0 | 0.5203 | 0.7582 | 0.1669 | 0.0 | 0.0 | 0.8459 | nan | 0.0 | 0.0 | 0.6927 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0604 | 0.0 | 0.8193 | 0.2648 | 0.2042 | 0.7626 | | 0.7644 | 14.0 | 1498 | 0.0 | 0.8491 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2770 | 0.8381 | 0.4021 | 0.6179 | 0.1471 | 0.0 | 0.5845 | 0.9606 | 0.5006 | 0.0 | 0.7532 | 0.9156 | 0.2905 | 0.0 | 0.0 | 0.9116 | nan | 0.0 | 0.0 | 0.9253 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0603 | 0.0 | 0.0 | 0.5899 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2543 | 0.7095 | 0.2265 | 0.5316 | 0.1247 | 0.0 | 0.5301 | 0.7856 | 0.2477 | 0.0 | 0.6197 | 0.8067 | 0.1991 | 0.0 | 0.0 | 0.8575 | nan | 0.0 | 0.0 | 0.6870 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0509 | 0.0 | 0.7394 | 0.2657 | 0.2124 | 0.7838 | | 0.6732 | 15.0 | 1605 | 0.0 | 0.8561 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.3770 | 0.8803 | 0.2978 | 0.7467 | 0.1386 | 0.0 | 0.5185 | 0.9666 | 0.4201 | 0.0 | 0.7206 | 0.9013 | 0.2806 | 0.0 | 0.0 | 0.8913 | nan | 0.0 | 0.0 | 0.9441 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0636 | 0.0 | 0.0 | 0.5761 | 0.0 | 0.0000 | 0.0 | 0.0 | 0.2963 | 0.7349 | 0.1888 | 0.5819 | 0.1184 | 0.0 | 0.4921 | 0.7862 | 0.2613 | 0.0 | 0.6110 | 0.8120 | 0.2093 | 0.0 | 0.0 | 0.8516 | nan | 0.0 | 0.0 | 0.6497 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0538 | 0.0 | 0.7541 | 0.2648 | 0.2124 | 0.7810 | | 0.7275 | 16.0 | 1712 | 0.0 | 0.7610 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3988 | 0.8503 | 0.4052 | 0.7664 | 0.2427 | 0.0 | 0.6526 | 0.9388 | 0.6430 | 0.0 | 0.7704 | 0.8884 | 0.3820 | 0.0 | 0.0 | 0.9137 | nan | 0.0 | 0.0 | 0.9533 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1355 | 0.0 | 0.0 | 0.5815 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2731 | 0.7431 | 0.2301 | 0.6204 | 0.1942 | 0.0 | 0.5843 | 0.8107 | 0.2098 | 0.0 | 0.5656 | 0.7920 | 0.2235 | 0.0 | 0.0 | 0.8647 | nan | 0.0 | 0.0 | 0.6456 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0962 | 0.0 | 0.7189 | 0.2854 | 0.2187 | 0.7879 | | 0.6828 | 17.0 | 1819 | 0.0 | 0.8606 | 0.0 | 0.0092 | 0.0 | 0.0 | 0.3565 | 0.8970 | 0.4112 | 0.7510 | 0.1048 | 0.0 | 0.6275 | 0.9589 | 0.5222 | 0.0 | 0.7014 | 0.9278 | 0.3284 | 0.0 | 0.0 | 0.9047 | nan | 0.0 | 0.0 | 0.9173 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1550 | 0.0 | 0.0 | 0.6046 | 0.0 | 0.0091 | 0.0 | 0.0 | 0.2872 | 0.7076 | 0.2598 | 0.6227 | 0.0987 | 0.0 | 0.5752 | 0.8013 | 0.2432 | 0.0 | 0.6099 | 0.8102 | 0.2406 | 0.0 | 0.0 | 0.8638 | nan | 0.0 | 0.0 | 0.7092 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1168 | 0.0 | 0.6921 | 0.2775 | 0.2223 | 0.7982 | | 0.714 | 18.0 | 1926 | 0.0 | 0.8794 | 0.0 | 0.0215 | 0.0 | 0.0 | 0.3184 | 0.9090 | 0.4854 | 0.7625 | 0.1787 | 0.0 | 0.7634 | 0.9263 | 0.5530 | 0.0 | 0.7293 | 0.9008 | 0.4076 | 0.0 | 0.0 | 0.9392 | nan | 0.0 | 0.0 | 0.9127 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0450 | 0.0 | 0.0 | 0.5840 | 0.0 | 0.0213 | 0.0 | 0.0 | 0.2726 | 0.7645 | 0.2820 | 0.5931 | 0.1659 | 0.0 | 0.6473 | 0.8389 | 0.2914 | 0.0 | 0.5880 | 0.8080 | 0.2371 | 0.0 | 0.0 | 0.8599 | nan | 0.0 | 0.0 | 0.6786 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0392 | 0.0 | 0.6710 | 0.2862 | 0.2256 | 0.8054 | | 0.6663 | 19.0 | 2033 | 0.0 | 0.8819 | 0.0 | 0.0713 | 0.0 | 0.0 | 0.4273 | 0.8701 | 0.4312 | 0.8101 | 0.1595 | 0.0 | 0.7152 | 0.9481 | 0.5947 | 0.0 | 0.7683 | 0.8848 | 0.3974 | 0.0 | 0.0 | 0.9063 | nan | 0.0 | 0.0 | 0.8982 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1402 | 0.0 | 0.0 | 0.6055 | 0.0 | 0.0684 | 0.0 | 0.0 | 0.3307 | 0.7562 | 0.2567 | 0.6203 | 0.1428 | 0.0 | 0.6280 | 0.8293 | 0.2226 | 0.0 | 0.5963 | 0.8185 | 0.2637 | 0.0 | 0.0 | 0.8658 | nan | 0.0 | 0.0 | 0.7471 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1029 | 0.0 | 0.6547 | 0.2913 | 0.2310 | 0.8079 | | 0.6355 | 20.0 | 2140 | 0.0 | 0.8713 | 0.0 | 0.0399 | 0.0 | 0.0 | 0.3383 | 0.9175 | 0.4306 | 0.8543 | 0.1980 | 0.0 | 0.6740 | 0.9320 | 0.4831 | 0.0 | 0.7460 | 0.8862 | 0.3360 | 0.0 | 0.0 | 0.9179 | nan | 0.0119 | 0.0 | 0.9363 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1046 | 0.0 | 0.0 | 0.5902 | 0.0 | 0.0388 | 0.0 | 0.0 | 0.3105 | 0.7496 | 0.2569 | 0.5721 | 0.1780 | 0.0 | 0.5934 | 0.8316 | 0.2828 | 0.0 | 0.5738 | 0.8065 | 0.2513 | 0.0 | 0.0 | 0.8657 | nan | 0.0119 | 0.0 | 0.6397 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0857 | 0.0 | 0.6866 | 0.2846 | 0.2247 | 0.7985 | | 0.6463 | 21.0 | 2247 | 0.0 | 0.8553 | 0.0 | 0.2096 | 0.0 | 0.0 | 0.3926 | 0.8702 | 0.4246 | 0.8175 | 0.1826 | 0.0 | 0.7166 | 0.9406 | 0.4789 | 0.0 | 0.7406 | 0.9062 | 0.3366 | 0.0 | 0.0 | 0.9192 | nan | 0.0 | 0.0 | 0.9459 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1049 | 0.0 | 0.0 | 0.6101 | 0.0 | 0.1907 | 0.0 | 0.0 | 0.3421 | 0.7954 | 0.2509 | 0.5891 | 0.1686 | 0.0 | 0.6206 | 0.8344 | 0.2815 | 0.0 | 0.6060 | 0.8220 | 0.2648 | 0.0 | 0.0 | 0.8734 | nan | 0.0 | 0.0 | 0.6517 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0826 | 0.0 | 0.6437 | 0.2895 | 0.2348 | 0.8087 | | 0.6331 | 22.0 | 2354 | 0.0 | 0.8315 | 0.0 | 0.2729 | 0.0 | 0.0 | 0.4129 | 0.9173 | 0.5609 | 0.7734 | 0.3889 | 0.0 | 0.7767 | 0.8922 | 0.5496 | 0.0 | 0.7363 | 0.9260 | 0.3634 | 0.0 | 0.0 | 0.9413 | nan | 0.0166 | 0.0 | 0.9338 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1494 | 0.0 | 0.0 | 0.6098 | 0.0 | 0.2333 | 0.0 | 0.0 | 0.3270 | 0.7011 | 0.2901 | 0.6623 | 0.2503 | 0.0 | 0.6488 | 0.8302 | 0.2735 | 0.0 | 0.6223 | 0.8221 | 0.2690 | 0.0 | 0.0 | 0.8749 | nan | 0.0166 | 0.0 | 0.6696 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1153 | 0.0 | 0.6493 | 0.3072 | 0.2417 | 0.8091 | | 0.6601 | 23.0 | 2461 | 0.0 | 0.7873 | 0.0 | 0.2199 | 0.0 | 0.0 | 0.4333 | 0.9146 | 0.4692 | 0.8108 | 0.3345 | 0.0 | 0.6996 | 0.9246 | 0.6765 | 0.0 | 0.7375 | 0.9093 | 0.4632 | 0.0 | 0.0 | 0.9131 | nan | 0.0722 | 0.0 | 0.9578 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1714 | 0.0 | 0.0 | 0.6068 | 0.0 | 0.2008 | 0.0 | 0.0 | 0.3091 | 0.7695 | 0.2751 | 0.6197 | 0.2326 | 0.0 | 0.5951 | 0.8352 | 0.2312 | 0.0 | 0.6058 | 0.8253 | 0.2879 | 0.0 | 0.0 | 0.8721 | nan | 0.0721 | 0.0 | 0.6775 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1154 | 0.0 | 0.6460 | 0.3087 | 0.2392 | 0.8044 | | 0.6153 | 24.0 | 2568 | 0.0 | 0.9228 | 0.0 | 0.0726 | 0.0 | 0.0 | 0.2846 | 0.9066 | 0.5197 | 0.8101 | 0.3086 | 0.0 | 0.6992 | 0.9299 | 0.5568 | 0.0 | 0.8019 | 0.8730 | 0.3525 | 0.0 | 0.0 | 0.9306 | nan | 0.0825 | 0.0 | 0.9364 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1187 | 0.0 | 0.0 | 0.5856 | 0.0 | 0.0701 | 0.0 | 0.0 | 0.2411 | 0.8104 | 0.2960 | 0.6369 | 0.2400 | 0.0 | 0.6125 | 0.8482 | 0.2975 | 0.0 | 0.5892 | 0.8094 | 0.2703 | 0.0 | 0.0 | 0.8784 | nan | 0.0821 | 0.0 | 0.7020 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0915 | 0.0 | 0.6492 | 0.2972 | 0.2371 | 0.8077 | | 0.5592 | 25.0 | 2675 | 0.6193 | 0.2632 | 0.3192 | 0.8185 | nan | 0.7804 | 0.9649 | 0.6008 | 0.7732 | 0.2082 | nan | 0.4761 | 0.7834 | 0.0 | 0.8859 | 0.0 | 0.0 | nan | 0.0 | 0.1193 | 0.0 | 0.0 | 0.8486 | 0.0 | 0.4337 | 0.0758 | 0.0 | 0.0 | 0.0 | 0.2997 | 0.0 | 0.0 | 0.9064 | 0.8663 | 0.9248 | 0.0 | 0.0 | 0.2660 | 0.0 | nan | 0.7018 | 0.8268 | 0.5725 | 0.6636 | 0.1685 | nan | 0.3148 | 0.5506 | 0.0 | 0.7390 | 0.0 | 0.0 | nan | 0.0 | 0.1156 | 0.0 | 0.0 | 0.6569 | 0.0 | 0.2711 | 0.0691 | 0.0 | 0.0 | 0.0 | 0.1862 | 0.0 | 0.0 | 0.8097 | 0.7229 | 0.8744 | 0.0 | 0.0 | 0.1799 | 0.0 | | 0.5824 | 26.0 | 2782 | 0.6637 | 0.2532 | 0.3168 | 0.8055 | nan | 0.7204 | 0.9584 | 0.5537 | 0.7794 | 0.1440 | nan | 0.4753 | 0.8386 | 0.0 | 0.9320 | 0.0 | 0.0 | nan | 0.0 | 0.1610 | 0.0 | 0.0 | 0.8530 | 0.0 | 0.3529 | 0.1481 | 0.0 | 0.0 | 0.0 | 0.3465 | 0.0 | 0.0 | 0.8950 | 0.8426 | 0.9297 | 0.0 | 0.0 | 0.2062 | 0.0 | nan | 0.6575 | 0.8123 | 0.5299 | 0.5628 | 0.1307 | nan | 0.2978 | 0.4859 | 0.0 | 0.6874 | 0.0 | 0.0 | nan | 0.0 | 0.1492 | 0.0 | 0.0 | 0.6602 | 0.0 | 0.2693 | 0.1244 | 0.0 | 0.0 | 0.0 | 0.1770 | 0.0 | 0.0 | 0.8136 | 0.7257 | 0.8698 | 0.0 | 0.0 | 0.1491 | 0.0 | | 0.6067 | 27.0 | 2889 | 0.6459 | 0.2601 | 0.3199 | 0.8077 | nan | 0.7193 | 0.9424 | 0.7973 | 0.7724 | 0.2119 | nan | 0.5335 | 0.6843 | 0.0 | 0.9272 | 0.0 | 0.0 | nan | 0.0 | 0.1414 | 0.0 | 0.0 | 0.8621 | 0.0 | 0.4170 | 0.1269 | 0.0 | 0.0 | 0.0 | 0.2800 | 0.0 | 0.0 | 0.9074 | 0.8443 | 0.9250 | 0.0 | 0.0 | 0.1449 | 0.0 | nan | 0.6486 | 0.8193 | 0.7075 | 0.5632 | 0.1773 | nan | 0.2932 | 0.5399 | 0.0 | 0.6634 | 0.0 | 0.0 | nan | 0.0 | 0.1311 | 0.0 | 0.0 | 0.6499 | 0.0 | 0.2876 | 0.1108 | 0.0 | 0.0 | 0.0 | 0.1845 | 0.0 | 0.0 | 0.8158 | 0.7395 | 0.8709 | 0.0 | 0.0 | 0.1221 | 0.0 | | 0.5378 | 28.0 | 2996 | 0.6686 | 0.2533 | 0.3085 | 0.8083 | nan | 0.7178 | 0.9695 | 0.5113 | 0.7425 | 0.1676 | nan | 0.4506 | 0.7947 | 0.0 | 0.9327 | 0.0 | 0.0 | nan | 0.0 | 0.1675 | 0.0 | 0.0 | 0.8912 | 0.0 | 0.3491 | 0.0999 | 0.0 | 0.0 | 0.0 | 0.2450 | 0.0 | 0.0 | 0.9012 | 0.8556 | 0.9059 | 0.0 | 0.0 | 0.1694 | 0.0 | nan | 0.6503 | 0.8144 | 0.5017 | 0.5546 | 0.1524 | nan | 0.3116 | 0.5520 | 0.0 | 0.6673 | 0.0 | 0.0 | nan | 0.0 | 0.1531 | 0.0 | 0.0 | 0.6609 | 0.0 | 0.2797 | 0.0901 | 0.0 | 0.0 | 0.0 | 0.1737 | 0.0 | 0.0 | 0.8138 | 0.7285 | 0.8656 | 0.0 | 0.0 | 0.1349 | 0.0 | | 0.5925 | 29.0 | 3103 | 0.6509 | 0.2552 | 0.3106 | 0.8114 | nan | 0.7593 | 0.9608 | 0.5433 | 0.7705 | 0.1616 | nan | 0.4320 | 0.8163 | 0.0 | 0.9108 | 0.0 | 0.0 | nan | 0.0 | 0.3316 | 0.0 | 0.0 | 0.9131 | 0.0 | 0.2779 | 0.0464 | 0.0 | 0.0 | 0.0 | 0.2380 | 0.0 | 0.0 | 0.9112 | 0.7988 | 0.9257 | 0.0 | 0.0 | 0.1410 | 0.0 | nan | 0.6676 | 0.8194 | 0.5164 | 0.6142 | 0.1458 | nan | 0.2919 | 0.5187 | 0.0 | 0.6877 | 0.0 | 0.0 | nan | 0.0 | 0.2825 | 0.0 | 0.0 | 0.6455 | 0.0 | 0.2267 | 0.0441 | 0.0 | 0.0 | 0.0 | 0.1826 | 0.0 | 0.0 | 0.8111 | 0.7166 | 0.8760 | 0.0 | 0.0 | 0.1192 | 0.0 | | 0.5617 | 30.0 | 3210 | 0.6204 | 0.2662 | 0.3316 | 0.8111 | nan | 0.8305 | 0.8972 | 0.7974 | 0.8080 | 0.3179 | nan | 0.3861 | 0.7792 | 0.0 | 0.9199 | 0.0 | 0.0 | nan | 0.0 | 0.3617 | 0.0 | 0.0 | 0.8575 | 0.0 | 0.4149 | 0.0943 | 0.0 | 0.0 | 0.0 | 0.3024 | 0.0 | 0.0 | 0.9230 | 0.8738 | 0.9303 | 0.0 | 0.0 | 0.1166 | 0.0 | nan | 0.6876 | 0.8249 | 0.7170 | 0.5637 | 0.2307 | nan | 0.2380 | 0.5709 | 0.0 | 0.6640 | 0.0 | 0.0 | nan | 0.0 | 0.2628 | 0.0 | 0.0 | 0.6646 | 0.0 | 0.3005 | 0.0848 | 0.0 | 0.0 | 0.0 | 0.1923 | 0.0 | 0.0 | 0.8094 | 0.7270 | 0.8802 | 0.0 | 0.0 | 0.0985 | 0.0 | | 0.5263 | 31.0 | 3317 | 0.6179 | 0.2667 | 0.3327 | 0.8152 | nan | 0.8154 | 0.9333 | 0.7575 | 0.7526 | 0.1878 | nan | 0.5162 | 0.7893 | 0.0 | 0.9445 | 0.0 | 0.0 | nan | 0.0 | 0.4184 | 0.0 | 0.0 | 0.8273 | 0.0 | 0.3806 | 0.1634 | 0.0 | 0.0 | 0.0 | 0.3198 | 0.0 | 0.0 | 0.9233 | 0.8303 | 0.9394 | 0.0 | 0.0 | 0.1476 | 0.0 | nan | 0.6816 | 0.8372 | 0.6694 | 0.6131 | 0.1700 | nan | 0.2818 | 0.5552 | 0.0 | 0.6566 | 0.0 | 0.0 | nan | 0.0 | 0.2710 | 0.0 | 0.0 | 0.6609 | 0.0 | 0.2733 | 0.1317 | 0.0 | 0.0 | 0.0 | 0.1895 | 0.0 | 0.0 | 0.8102 | 0.7320 | 0.8847 | 0.0 | 0.0 | 0.1147 | 0.0 | | 0.5129 | 32.0 | 3424 | 0.6661 | 0.2618 | 0.3236 | 0.8064 | nan | 0.7102 | 0.9346 | 0.6777 | 0.7972 | 0.2002 | nan | 0.5778 | 0.7935 | 0.0 | 0.9116 | 0.0 | 0.0 | nan | 0.0 | 0.3589 | 0.0 | 0.0 | 0.9242 | 0.0 | 0.3269 | 0.0954 | 0.0 | 0.0 | 0.0 | 0.2461 | 0.0 | 0.0 | 0.9061 | 0.8237 | 0.9245 | 0.0 | 0.0 | 0.1460 | 0.0 | nan | 0.6528 | 0.8180 | 0.6030 | 0.5632 | 0.1734 | nan | 0.3091 | 0.5670 | 0.0 | 0.6779 | 0.0 | 0.0 | nan | 0.0 | 0.2869 | 0.0 | 0.0 | 0.6326 | 0.0 | 0.2668 | 0.0860 | 0.0 | 0.0 | 0.0 | 0.1865 | 0.0 | 0.0 | 0.8143 | 0.7376 | 0.8782 | 0.0 | 0.0 | 0.1242 | 0.0 | | 0.5707 | 33.0 | 3531 | 0.6691 | 0.2617 | 0.3262 | 0.8030 | nan | 0.6549 | 0.9624 | 0.5691 | 0.7884 | 0.1761 | nan | 0.5251 | 0.7777 | 0.0 | 0.9213 | 0.0 | 0.0 | nan | 0.0 | 0.3556 | 0.0 | 0.0 | 0.8412 | 0.0 | 0.4819 | 0.1505 | 0.0 | 0.0 | 0.0 | 0.3507 | 0.0 | 0.0 | 0.9045 | 0.8481 | 0.9225 | 0.0 | 0.0 | 0.2083 | 0.0 | nan | 0.6082 | 0.8249 | 0.5125 | 0.5283 | 0.1574 | nan | 0.3035 | 0.5804 | 0.0 | 0.7001 | 0.0 | 0.0 | nan | 0.0 | 0.2802 | 0.0 | 0.0 | 0.6570 | 0.0 | 0.2990 | 0.1258 | 0.0 | 0.0 | 0.0 | 0.2191 | 0.0 | 0.0 | 0.8134 | 0.7283 | 0.8836 | 0.0 | 0.0 | 0.1524 | 0.0 | | 0.5112 | 34.0 | 3638 | 0.6270 | 0.2760 | 0.3407 | 0.8152 | nan | 0.7062 | 0.9418 | 0.8338 | 0.8083 | 0.2291 | nan | 0.5157 | 0.7887 | 0.0 | 0.9078 | 0.0 | 0.0 | nan | 0.0 | 0.4086 | 0.0 | 0.0 | 0.8867 | 0.0 | 0.4414 | 0.2345 | 0.0 | 0.0 | 0.0 | 0.3228 | 0.0 | 0.0 | 0.9201 | 0.8307 | 0.9361 | 0.0 | 0.0 | 0.1898 | 0.0 | nan | 0.6544 | 0.8316 | 0.7091 | 0.5749 | 0.1887 | nan | 0.3069 | 0.5676 | 0.0 | 0.7095 | 0.0 | 0.0 | nan | 0.0 | 0.3155 | 0.0 | 0.0 | 0.6520 | 0.0 | 0.3216 | 0.2045 | 0.0 | 0.0 | 0.0 | 0.2083 | 0.0 | 0.0 | 0.8113 | 0.7376 | 0.8903 | 0.0 | 0.0 | 0.1489 | 0.0 | | 0.4915 | 35.0 | 3745 | 0.6080 | 0.2732 | 0.3414 | 0.8178 | nan | 0.8247 | 0.9377 | 0.8234 | 0.7406 | 0.1845 | nan | 0.5614 | 0.7883 | 0.0 | 0.9518 | 0.0 | 0.0 | nan | 0.0 | 0.4736 | 0.0 | 0.0 | 0.8355 | 0.0 | 0.4268 | 0.1504 | 0.0 | 0.0 | 0.0 | 0.3343 | 0.0 | 0.0 | 0.8821 | 0.8743 | 0.9352 | 0.0 | 0.0 | 0.2006 | 0.0 | nan | 0.7198 | 0.8345 | 0.7258 | 0.6410 | 0.1676 | nan | 0.2778 | 0.5673 | 0.0 | 0.6910 | 0.0 | 0.0 | nan | 0.0 | 0.3245 | 0.0 | 0.0 | 0.6682 | 0.0 | 0.2756 | 0.1292 | 0.0 | 0.0 | 0.0 | 0.2019 | 0.0 | 0.0 | 0.7963 | 0.6877 | 0.8873 | 0.0 | 0.0 | 0.1469 | 0.0 | | 0.5379 | 36.0 | 3852 | 0.6377 | 0.2715 | 0.3387 | 0.8094 | nan | 0.7131 | 0.9385 | 0.7150 | 0.8134 | 0.2073 | nan | 0.4995 | 0.7409 | 0.0 | 0.9085 | 0.0 | 0.0 | nan | 0.0 | 0.5110 | 0.0 | 0.0 | 0.8547 | 0.0 | 0.4228 | 0.2493 | 0.0 | 0.0 | 0.0 | 0.3342 | 0.0 | 0.0 | 0.8999 | 0.8957 | 0.9493 | 0.0 | 0.0 | 0.1837 | 0.0 | nan | 0.6324 | 0.8313 | 0.6329 | 0.5480 | 0.1810 | nan | 0.3222 | 0.5862 | 0.0 | 0.7471 | 0.0 | 0.0 | nan | 0.0 | 0.3262 | 0.0 | 0.0 | 0.6545 | 0.0 | 0.2882 | 0.1873 | 0.0 | 0.0 | 0.0 | 0.2039 | 0.0 | 0.0 | 0.8097 | 0.7121 | 0.8914 | 0.0 | 0.0 | 0.1339 | 0.0 | | 0.4993 | 37.0 | 3959 | 0.6540 | 0.2703 | 0.3418 | 0.8106 | nan | 0.6841 | 0.9451 | 0.7742 | 0.8211 | 0.2028 | nan | 0.5334 | 0.8325 | 0.0 | 0.8848 | 0.0 | 0.0 | nan | 0.0 | 0.6132 | 0.0 | 0.0 | 0.8873 | 0.0 | 0.4097 | 0.1541 | 0.0 | 0.0 | 0.0 | 0.3063 | 0.0 | 0.0 | 0.9133 | 0.8590 | 0.9111 | 0.0 | 0.0 | 0.2051 | 0.0 | nan | 0.6354 | 0.8299 | 0.6913 | 0.5527 | 0.1756 | nan | 0.3176 | 0.4851 | 0.0 | 0.7570 | 0.0 | 0.0 | nan | 0.0 | 0.3539 | 0.0 | 0.0 | 0.6493 | 0.0 | 0.3028 | 0.1256 | 0.0 | 0.0 | 0.0 | 0.2003 | 0.0 | 0.0 | 0.8140 | 0.7292 | 0.8808 | 0.0 | 0.0 | 0.1486 | 0.0 | | 0.5075 | 38.0 | 4066 | 0.6761 | 0.2655 | 0.3322 | 0.8031 | nan | 0.6601 | 0.9502 | 0.6220 | 0.7912 | 0.1998 | nan | 0.5309 | 0.7759 | 0.0 | 0.8987 | 0.0 | 0.0 | nan | 0.0 | 0.4555 | 0.0 | 0.0 | 0.8750 | 0.0 | 0.4750 | 0.1594 | 0.0 | 0.0 | 0.0 | 0.3366 | 0.0 | 0.0 | 0.8931 | 0.8738 | 0.9221 | 0.0 | 0.0 | 0.2097 | 0.0 | nan | 0.6198 | 0.8169 | 0.5611 | 0.5763 | 0.1690 | nan | 0.3147 | 0.5598 | 0.0 | 0.7286 | 0.0 | 0.0 | nan | 0.0 | 0.3282 | 0.0 | 0.0 | 0.6471 | 0.0 | 0.2685 | 0.1248 | 0.0 | 0.0 | 0.0 | 0.2113 | 0.0 | 0.0 | 0.8117 | 0.7186 | 0.8880 | 0.0 | 0.0 | 0.1501 | 0.0 | | 0.4885 | 39.0 | 4173 | 0.6344 | 0.2686 | 0.3339 | 0.8091 | nan | 0.6846 | 0.9488 | 0.6732 | 0.8145 | 0.1827 | nan | 0.5458 | 0.7500 | 0.0 | 0.9142 | 0.0 | 0.0 | nan | 0.0 | 0.4307 | 0.0 | 0.0 | 0.8928 | 0.0 | 0.4462 | 0.1469 | 0.0 | 0.0 | 0.0 | 0.3442 | 0.0 | 0.0 | 0.8839 | 0.9047 | 0.9164 | 0.0 | 0.0 | 0.2059 | 0.0 | nan | 0.6409 | 0.8245 | 0.6063 | 0.5761 | 0.1600 | nan | 0.3107 | 0.5780 | 0.0 | 0.7309 | 0.0 | 0.0 | nan | 0.0 | 0.3185 | 0.0 | 0.0 | 0.6596 | 0.0 | 0.2985 | 0.1252 | 0.0 | 0.0 | 0.0 | 0.2170 | 0.0 | 0.0 | 0.8096 | 0.7084 | 0.8788 | 0.0 | 0.0 | 0.1511 | 0.0 | | 0.4857 | 40.0 | 4280 | 0.6361 | 0.2720 | 0.3389 | 0.8091 | nan | 0.7267 | 0.9464 | 0.6482 | 0.8152 | 0.2041 | nan | 0.5270 | 0.7412 | 0.0 | 0.8890 | 0.0 | 0.0 | nan | 0.0 | 0.5250 | 0.0 | 0.0 | 0.8525 | 0.0 | 0.5628 | 0.1561 | 0.0 | 0.0 | 0.0 | 0.3242 | 0.0 | 0.0 | 0.8678 | 0.9062 | 0.9107 | 0.0 | 0.0018 | 0.2393 | 0.0 | nan | 0.6655 | 0.8261 | 0.5797 | 0.5894 | 0.1777 | nan | 0.3325 | 0.5916 | 0.0 | 0.7612 | 0.0 | 0.0 | nan | 0.0 | 0.3684 | 0.0 | 0.0 | 0.6471 | 0.0 | 0.2984 | 0.1268 | 0.0 | 0.0 | 0.0 | 0.2117 | 0.0 | 0.0 | 0.8004 | 0.6864 | 0.8766 | 0.0 | 0.0016 | 0.1627 | 0.0 | | 0.4512 | 41.0 | 4387 | 0.6234 | 0.2778 | 0.3365 | 0.8235 | nan | 0.7553 | 0.9644 | 0.8143 | 0.7905 | 0.1883 | nan | 0.5235 | 0.7599 | 0.0 | 0.9305 | 0.0 | 0.0 | nan | 0.0 | 0.4644 | 0.0 | 0.0 | 0.8960 | 0.0 | 0.3610 | 0.1410 | 0.0 | 0.0 | 0.0 | 0.3194 | 0.0 | 0.0 | 0.8967 | 0.8435 | 0.9393 | 0.0 | 0.0043 | 0.1752 | 0.0 | nan | 0.6973 | 0.8265 | 0.7108 | 0.6523 | 0.1687 | nan | 0.3397 | 0.5864 | 0.0 | 0.7298 | 0.0 | 0.0 | nan | 0.0 | 0.3274 | 0.0 | 0.0 | 0.6565 | 0.0 | 0.2860 | 0.1179 | 0.0 | 0.0 | 0.0 | 0.2088 | 0.0 | 0.0 | 0.8179 | 0.7328 | 0.8910 | 0.0 | 0.0040 | 0.1345 | 0.0 | | 0.4578 | 42.0 | 4494 | 0.6247 | 0.2751 | 0.3493 | 0.8128 | nan | 0.7508 | 0.9238 | 0.7536 | 0.8261 | 0.2619 | nan | 0.5554 | 0.7506 | 0.0 | 0.9336 | 0.0 | 0.0 | nan | 0.0 | 0.6391 | 0.0 | 0.0 | 0.8186 | 0.0 | 0.4117 | 0.2074 | 0.0 | 0.0 | 0.0 | 0.3948 | 0.0 | 0.0 | 0.9250 | 0.8544 | 0.9507 | 0.0 | 0.0 | 0.2183 | 0.0 | nan | 0.6907 | 0.8161 | 0.6736 | 0.5486 | 0.2286 | nan | 0.3369 | 0.5654 | 0.0 | 0.7405 | 0.0 | 0.0 | nan | 0.0 | 0.2966 | 0.0 | 0.0 | 0.6653 | 0.0 | 0.2670 | 0.1556 | 0.0 | 0.0 | 0.0 | 0.2135 | 0.0 | 0.0 | 0.8183 | 0.7387 | 0.8962 | 0.0 | 0.0 | 0.1517 | 0.0 | | 0.4619 | 43.0 | 4601 | 0.6289 | 0.2775 | 0.3465 | 0.8170 | nan | 0.7365 | 0.9417 | 0.8004 | 0.8155 | 0.2020 | nan | 0.5468 | 0.7861 | 0.0 | 0.9053 | 0.0 | 0.0 | nan | 0.0 | 0.5782 | 0.0 | 0.0 | 0.8701 | 0.0 | 0.4696 | 0.1812 | 0.0 | 0.0 | 0.0 | 0.3501 | 0.0 | 0.0 | 0.9008 | 0.8713 | 0.9485 | 0.0 | 0.0003 | 0.1820 | 0.0 | nan | 0.6740 | 0.8296 | 0.7069 | 0.5816 | 0.1802 | nan | 0.3338 | 0.5793 | 0.0 | 0.7493 | 0.0 | 0.0 | nan | 0.0 | 0.3426 | 0.0 | 0.0 | 0.6529 | 0.0 | 0.3127 | 0.1477 | 0.0 | 0.0 | 0.0 | 0.2104 | 0.0 | 0.0 | 0.8172 | 0.7317 | 0.8962 | 0.0 | 0.0003 | 0.1343 | 0.0 | | 0.4775 | 44.0 | 4708 | 0.6366 | 0.2763 | 0.3463 | 0.8134 | nan | 0.7145 | 0.9391 | 0.7656 | 0.8345 | 0.2436 | nan | 0.5002 | 0.8084 | 0.0 | 0.9250 | 0.0 | 0.0 | nan | 0.0 | 0.6321 | 0.0 | 0.0 | 0.8823 | 0.0 | 0.4690 | 0.1751 | 0.0 | 0.0 | 0.0 | 0.3224 | 0.0 | 0.0 | 0.8915 | 0.8808 | 0.9266 | 0.0 | 0.0 | 0.1708 | 0.0 | nan | 0.6572 | 0.8253 | 0.6760 | 0.5381 | 0.2023 | nan | 0.3317 | 0.5693 | 0.0 | 0.7501 | 0.0 | 0.0 | nan | 0.0 | 0.3776 | 0.0 | 0.0 | 0.6564 | 0.0 | 0.3198 | 0.1491 | 0.0 | 0.0 | 0.0 | 0.2092 | 0.0 | 0.0 | 0.8230 | 0.7364 | 0.8894 | 0.0 | 0.0 | 0.1316 | 0.0 | | 0.467 | 45.0 | 4815 | 0.5854 | 0.2822 | 0.3464 | 0.8270 | nan | 0.7828 | 0.9438 | 0.7527 | 0.8222 | 0.2331 | nan | 0.5925 | 0.7606 | 0.0 | 0.9087 | 0.0 | 0.0 | nan | 0.0 | 0.6143 | 0.0 | 0.0 | 0.9033 | 0.0 | 0.4549 | 0.1108 | 0.0 | 0.0 | 0.0 | 0.3267 | 0.0 | 0.0 | 0.9083 | 0.8721 | 0.9392 | 0.0 | 0.0004 | 0.1586 | 0.0 | nan | 0.7143 | 0.8443 | 0.6963 | 0.6034 | 0.2071 | nan | 0.3492 | 0.6034 | 0.0 | 0.7556 | 0.0 | 0.0 | nan | 0.0 | 0.3808 | 0.0 | 0.0 | 0.6581 | 0.0 | 0.3358 | 0.0989 | 0.0 | 0.0 | 0.0 | 0.2045 | 0.0 | 0.0 | 0.8214 | 0.7371 | 0.8934 | 0.0 | 0.0004 | 0.1252 | 0.0 | | 0.4337 | 46.0 | 4922 | 0.6124 | 0.2763 | 0.3470 | 0.8192 | nan | 0.7403 | 0.9446 | 0.7565 | 0.8237 | 0.2082 | nan | 0.5834 | 0.7975 | 0.0 | 0.9432 | 0.0 | 0.0 | nan | 0.0 | 0.5486 | 0.0 | 0.0 | 0.8401 | 0.0 | 0.4653 | 0.1579 | 0.0 | 0.0 | 0.0 | 0.3618 | 0.0 | 0.0 | 0.9114 | 0.8922 | 0.9339 | 0.0003 | 0.0000 | 0.1942 | 0.0 | nan | 0.6723 | 0.8413 | 0.6799 | 0.5907 | 0.1880 | nan | 0.3394 | 0.5672 | 0.0 | 0.7160 | 0.0 | 0.0 | nan | 0.0 | 0.3540 | 0.0 | 0.0 | 0.6713 | 0.0 | 0.2964 | 0.1345 | 0.0 | 0.0 | 0.0 | 0.2122 | 0.0 | 0.0 | 0.8179 | 0.7236 | 0.8957 | 0.0003 | 0.0000 | 0.1417 | 0.0 | | 0.4468 | 47.0 | 5029 | 0.6080 | 0.2800 | 0.3517 | 0.8170 | nan | 0.7195 | 0.9448 | 0.7664 | 0.8071 | 0.2278 | nan | 0.5861 | 0.8470 | 0.0 | 0.9018 | 0.0 | 0.0 | nan | 0.0 | 0.6332 | 0.0 | 0.0 | 0.8614 | 0.0 | 0.5014 | 0.1493 | 0.0 | 0.0 | 0.0 | 0.3546 | 0.0 | 0.0 | 0.9107 | 0.8601 | 0.9348 | 0.0 | 0.0043 | 0.2430 | 0.0 | nan | 0.6574 | 0.8297 | 0.6846 | 0.5953 | 0.1923 | nan | 0.3437 | 0.5562 | 0.0 | 0.7579 | 0.0 | 0.0 | nan | 0.0 | 0.3957 | 0.0 | 0.0 | 0.6634 | 0.0 | 0.3069 | 0.1266 | 0.0 | 0.0 | 0.0 | 0.2215 | 0.0 | 0.0 | 0.8253 | 0.7414 | 0.8935 | 0.0 | 0.0037 | 0.1646 | 0.0 | | 0.4149 | 48.0 | 5136 | 0.6395 | 0.2749 | 0.3446 | 0.8146 | nan | 0.7162 | 0.9352 | 0.6520 | 0.8288 | 0.2472 | nan | 0.5662 | 0.8317 | 0.0 | 0.9177 | 0.0 | 0.0 | nan | 0.0 | 0.6409 | 0.0 | 0.0 | 0.9114 | 0.0 | 0.4053 | 0.1406 | 0.0 | 0.0 | 0.0 | 0.3386 | 0.0 | 0.0 | 0.9089 | 0.8601 | 0.9395 | 0.0 | 0.0002 | 0.1857 | 0.0 | nan | 0.6589 | 0.8236 | 0.5811 | 0.5585 | 0.2157 | nan | 0.3382 | 0.5597 | 0.0 | 0.7575 | 0.0 | 0.0 | nan | 0.0 | 0.3728 | 0.0 | 0.0 | 0.6532 | 0.0 | 0.3107 | 0.1237 | 0.0 | 0.0 | 0.0 | 0.2249 | 0.0 | 0.0 | 0.8249 | 0.7500 | 0.8981 | 0.0 | 0.0002 | 0.1440 | 0.0 | | 0.4655 | 49.0 | 5243 | 0.6001 | 0.2819 | 0.3471 | 0.8241 | nan | 0.7469 | 0.9445 | 0.8340 | 0.8283 | 0.2173 | nan | 0.5784 | 0.7700 | 0.0 | 0.9013 | 0.0 | 0.0 | nan | 0.0 | 0.6311 | 0.0 | 0.0 | 0.9110 | 0.0 | 0.4024 | 0.1231 | 0.0 | 0.0 | 0.0 | 0.3289 | 0.0 | 0.0 | 0.9147 | 0.8502 | 0.9473 | 0.0 | 0.0013 | 0.1755 | 0.0 | nan | 0.6894 | 0.8382 | 0.7234 | 0.6080 | 0.1971 | nan | 0.3261 | 0.5965 | 0.0 | 0.7597 | 0.0 | 0.0 | nan | 0.0 | 0.3777 | 0.0 | 0.0 | 0.6511 | 0.0 | 0.3186 | 0.1080 | 0.0 | 0.0 | 0.0 | 0.2147 | 0.0 | 0.0 | 0.8225 | 0.7472 | 0.9005 | 0.0 | 0.0012 | 0.1398 | 0.0 | | 0.419 | 50.0 | 5350 | 0.6124 | 0.2778 | 0.3388 | 0.8229 | nan | 0.7601 | 0.9510 | 0.7073 | 0.8198 | 0.2047 | nan | 0.5226 | 0.7364 | 0.0 | 0.9230 | 0.0 | 0.0 | nan | 0.0 | 0.5650 | 0.0 | 0.0 | 0.8921 | 0.0 | 0.4169 | 0.1653 | 0.0 | 0.0 | 0.0 | 0.3177 | 0.0 | 0.0 | 0.9203 | 0.8320 | 0.9392 | 0.0 | 0.0022 | 0.1666 | 0.0 | nan | 0.6901 | 0.8344 | 0.6342 | 0.6075 | 0.1876 | nan | 0.3341 | 0.5758 | 0.0 | 0.7352 | 0.0 | 0.0 | nan | 0.0 | 0.3746 | 0.0 | 0.0 | 0.6615 | 0.0 | 0.3054 | 0.1390 | 0.0 | 0.0 | 0.0 | 0.2109 | 0.0 | 0.0 | 0.8203 | 0.7439 | 0.8986 | 0.0 | 0.0019 | 0.1332 | 0.0 | | 0.4519 | 51.0 | 5457 | 0.6324 | 0.2769 | 0.3416 | 0.8180 | nan | 0.7271 | 0.9509 | 0.7262 | 0.8086 | 0.2047 | nan | 0.5797 | 0.7903 | 0.0 | 0.9285 | 0.0 | 0.0 | nan | 0.0 | 0.5599 | 0.0 | 0.0 | 0.9079 | 0.0 | 0.3684 | 0.1290 | 0.0 | 0.0 | 0.0 | 0.3625 | 0.0 | 0.0 | 0.8998 | 0.8363 | 0.9296 | 0.0 | 0.0041 | 0.2172 | 0.0 | nan | 0.6649 | 0.8395 | 0.6403 | 0.5889 | 0.1779 | nan | 0.3494 | 0.5960 | 0.0 | 0.7458 | 0.0 | 0.0 | nan | 0.0 | 0.3784 | 0.0 | 0.0 | 0.6390 | 0.0 | 0.2802 | 0.1115 | 0.0 | 0.0 | 0.0 | 0.2230 | 0.0 | 0.0 | 0.8216 | 0.7471 | 0.8942 | 0.0 | 0.0035 | 0.1594 | 0.0 | | 0.4437 | 52.0 | 5564 | 0.6787 | 0.2702 | 0.3386 | 0.8078 | nan | 0.6983 | 0.9291 | 0.7457 | 0.8446 | 0.2383 | nan | 0.4496 | 0.7767 | 0.0 | 0.9378 | 0.0 | 0.0 | nan | 0.0 | 0.6249 | 0.0 | 0.0 | 0.8960 | 0.0 | 0.4051 | 0.1095 | 0.0 | 0.0 | 0.0 | 0.3373 | 0.0 | 0.0 | 0.9034 | 0.8718 | 0.9357 | 0.0 | 0.0028 | 0.1283 | 0.0 | nan | 0.6402 | 0.8190 | 0.6622 | 0.4975 | 0.2097 | nan | 0.3098 | 0.5714 | 0.0 | 0.7270 | 0.0 | 0.0 | nan | 0.0 | 0.3800 | 0.0 | 0.0 | 0.6607 | 0.0 | 0.2916 | 0.1015 | 0.0 | 0.0 | 0.0 | 0.2140 | 0.0 | 0.0 | 0.8226 | 0.7362 | 0.8944 | 0.0 | 0.0026 | 0.1072 | 0.0 | | 0.4168 | 53.0 | 5671 | 0.6304 | 0.2806 | 0.3576 | 0.8160 | nan | 0.7151 | 0.9436 | 0.7552 | 0.8316 | 0.2468 | nan | 0.5506 | 0.8296 | 0.0 | 0.9285 | 0.0 | 0.0 | nan | 0.0 | 0.7002 | 0.0 | 0.0 | 0.8616 | 0.0 | 0.4930 | 0.3213 | 0.0 | 0.0 | 0.0 | 0.3826 | 0.0 | 0.0 | 0.8847 | 0.8829 | 0.9283 | 0.0 | 0.0056 | 0.1812 | 0.0 | nan | 0.6608 | 0.8341 | 0.6731 | 0.5649 | 0.2202 | nan | 0.3526 | 0.5660 | 0.0 | 0.7570 | 0.0 | 0.0 | nan | 0.0 | 0.3522 | 0.0 | 0.0 | 0.6607 | 0.0 | 0.3203 | 0.2257 | 0.0 | 0.0 | 0.0 | 0.2322 | 0.0 | 0.0 | 0.8120 | 0.7124 | 0.8926 | 0.0 | 0.0041 | 0.1369 | 0.0 | | 0.4415 | 54.0 | 5778 | 0.6253 | 0.2818 | 0.3505 | 0.8209 | nan | 0.7179 | 0.9557 | 0.7797 | 0.8088 | 0.2346 | nan | 0.5526 | 0.7983 | 0.0 | 0.9374 | 0.0 | 0.0 | nan | 0.0 | 0.6109 | 0.0 | 0.0 | 0.8484 | 0.0 | 0.4839 | 0.1715 | 0.0 | 0.0 | 0.0 | 0.3709 | 0.0 | 0.0 | 0.9137 | 0.8695 | 0.9471 | 0.0000 | 0.0032 | 0.2105 | 0.0 | nan | 0.6605 | 0.8355 | 0.6829 | 0.5862 | 0.2060 | nan | 0.3486 | 0.5716 | 0.0 | 0.7411 | 0.0 | 0.0 | nan | 0.0 | 0.3978 | 0.0 | 0.0 | 0.6703 | 0.0 | 0.3190 | 0.1531 | 0.0 | 0.0 | 0.0 | 0.2228 | 0.0 | 0.0 | 0.8210 | 0.7430 | 0.8978 | 0.0000 | 0.0027 | 0.1566 | 0.0 | | 0.4314 | 55.0 | 5885 | 0.6287 | 0.2807 | 0.3489 | 0.8158 | nan | 0.7321 | 0.9251 | 0.8499 | 0.8227 | 0.2461 | nan | 0.5454 | 0.7774 | 0.0 | 0.9368 | 0.0 | 0.0 | nan | 0.0 | 0.6117 | 0.0 | 0.0 | 0.9055 | 0.0 | 0.4026 | 0.1509 | 0.0 | 0.0 | 0.0 | 0.3396 | 0.0 | 0.0 | 0.9009 | 0.8835 | 0.9416 | 0.0001 | 0.0211 | 0.1712 | 0.0 | nan | 0.6722 | 0.8227 | 0.7419 | 0.5472 | 0.2068 | nan | 0.3461 | 0.5756 | 0.0 | 0.7392 | 0.0 | 0.0 | nan | 0.0 | 0.4028 | 0.0 | 0.0 | 0.6544 | 0.0 | 0.3164 | 0.1355 | 0.0 | 0.0 | 0.0 | 0.2215 | 0.0 | 0.0 | 0.8166 | 0.7327 | 0.8977 | 0.0001 | 0.0155 | 0.1388 | 0.0 | | 0.423 | 56.0 | 5992 | 0.6219 | 0.2821 | 0.3510 | 0.8155 | nan | 0.7461 | 0.9302 | 0.7621 | 0.8172 | 0.2178 | nan | 0.5742 | 0.7827 | 0.0 | 0.9027 | 0.0 | 0.0 | nan | 0.0 | 0.6169 | 0.0 | 0.0 | 0.8958 | 0.0 | 0.4690 | 0.2401 | 0.0 | 0.0 | 0.0 | 0.3910 | 0.0 | 0.0 | 0.8863 | 0.8796 | 0.9425 | 0.0000 | 0.0227 | 0.1556 | 0.0 | nan | 0.6801 | 0.8177 | 0.6767 | 0.5631 | 0.1933 | nan | 0.3438 | 0.5817 | 0.0 | 0.7641 | 0.0 | 0.0 | nan | 0.0 | 0.4130 | 0.0 | 0.0 | 0.6593 | 0.0 | 0.3381 | 0.1851 | 0.0 | 0.0 | 0.0 | 0.2246 | 0.0 | 0.0 | 0.8202 | 0.7328 | 0.8946 | 0.0000 | 0.0158 | 0.1240 | 0.0 | | 0.4476 | 57.0 | 6099 | 0.6239 | 0.2796 | 0.3580 | 0.8125 | nan | 0.7151 | 0.9184 | 0.7979 | 0.8404 | 0.2467 | nan | 0.5772 | 0.8469 | 0.0 | 0.9260 | 0.0 | 0.0 | nan | 0.0 | 0.6929 | 0.0 | 0.0 | 0.8632 | 0.0 | 0.4258 | 0.2125 | 0.0 | 0.0 | 0.0 | 0.4099 | 0.0 | 0.0 | 0.9116 | 0.8838 | 0.9577 | 0.0002 | 0.0055 | 0.2238 | 0.0 | nan | 0.6646 | 0.8144 | 0.6999 | 0.5290 | 0.2144 | nan | 0.3320 | 0.5385 | 0.0 | 0.7523 | 0.0 | 0.0 | nan | 0.0 | 0.3717 | 0.0 | 0.0 | 0.6735 | 0.0 | 0.3402 | 0.1731 | 0.0 | 0.0 | 0.0 | 0.2135 | 0.0 | 0.0 | 0.8229 | 0.7404 | 0.9016 | 0.0002 | 0.0043 | 0.1610 | 0.0 | | 0.4188 | 58.0 | 6206 | 0.6334 | 0.2777 | 0.3438 | 0.8171 | nan | 0.7529 | 0.9338 | 0.6862 | 0.8228 | 0.2213 | nan | 0.5555 | 0.7751 | 0.0 | 0.9283 | 0.0 | 0.0 | nan | 0.0 | 0.5941 | 0.0 | 0.0 | 0.9151 | 0.0 | 0.4148 | 0.1303 | 0.0 | 0.0 | 0.0 | 0.3517 | 0.0 | 0.0 | 0.8914 | 0.8670 | 0.9381 | 0.0 | 0.0173 | 0.2046 | 0.0 | nan | 0.6790 | 0.8252 | 0.6110 | 0.5683 | 0.1979 | nan | 0.3334 | 0.5836 | 0.0 | 0.7361 | 0.0 | 0.0 | nan | 0.0 | 0.3810 | 0.0 | 0.0 | 0.6556 | 0.0 | 0.3209 | 0.1186 | 0.0 | 0.0 | 0.0 | 0.2385 | 0.0 | 0.0 | 0.8214 | 0.7499 | 0.8942 | 0.0 | 0.0142 | 0.1573 | 0.0 | | 0.4107 | 59.0 | 6313 | 0.6369 | 0.2828 | 0.3542 | 0.8149 | nan | 0.7271 | 0.9283 | 0.8362 | 0.8351 | 0.2170 | nan | 0.5162 | 0.7936 | 0.0 | 0.9124 | 0.0 | 0.0 | nan | 0.0 | 0.6601 | 0.0 | 0.0 | 0.8767 | 0.0 | 0.4234 | 0.2480 | 0.0 | 0.0 | 0.0 | 0.4124 | 0.0 | 0.0 | 0.9070 | 0.8548 | 0.9583 | 0.0001 | 0.0237 | 0.2025 | 0.0 | nan | 0.6666 | 0.8209 | 0.7376 | 0.5286 | 0.1984 | nan | 0.3306 | 0.5898 | 0.0 | 0.7545 | 0.0 | 0.0 | nan | 0.0 | 0.3831 | 0.0 | 0.0 | 0.6665 | 0.0 | 0.3166 | 0.1819 | 0.0 | 0.0 | 0.0 | 0.2297 | 0.0 | 0.0 | 0.8242 | 0.7505 | 0.9025 | 0.0001 | 0.0174 | 0.1488 | 0.0 | | 0.4119 | 60.0 | 6420 | 0.6310 | 0.2791 | 0.3444 | 0.8157 | nan | 0.7506 | 0.9229 | 0.7675 | 0.8314 | 0.2269 | nan | 0.5655 | 0.8168 | 0.0 | 0.9103 | 0.0 | 0.0 | nan | 0.0 | 0.5422 | 0.0 | 0.0 | 0.9119 | 0.0 | 0.3730 | 0.1632 | 0.0 | 0.0 | 0.0 | 0.3412 | 0.0 | 0.0 | 0.9056 | 0.8511 | 0.9545 | 0.0 | 0.0027 | 0.1836 | 0.0 | nan | 0.6829 | 0.8172 | 0.6886 | 0.5465 | 0.2055 | nan | 0.3416 | 0.5779 | 0.0 | 0.7552 | 0.0 | 0.0 | nan | 0.0 | 0.3825 | 0.0 | 0.0 | 0.6556 | 0.0 | 0.3022 | 0.1383 | 0.0 | 0.0 | 0.0 | 0.2224 | 0.0 | 0.0 | 0.8198 | 0.7461 | 0.9022 | 0.0 | 0.0021 | 0.1436 | 0.0 | | 0.4183 | 61.0 | 6527 | 0.6170 | 0.2851 | 0.3488 | 0.8263 | nan | 0.7455 | 0.9567 | 0.8164 | 0.8108 | 0.2109 | nan | 0.5733 | 0.7968 | 0.0 | 0.9127 | 0.0 | 0.0 | nan | 0.0 | 0.5453 | 0.0 | 0.0 | 0.9000 | 0.0 | 0.4117 | 0.2074 | 0.0 | 0.0 | 0.0 | 0.3700 | 0.0 | 0.0 | 0.9099 | 0.8382 | 0.9367 | 0.0001 | 0.0065 | 0.2116 | 0.0 | nan | 0.6851 | 0.8400 | 0.7181 | 0.6028 | 0.1953 | nan | 0.3530 | 0.5821 | 0.0 | 0.7663 | 0.0 | 0.0 | nan | 0.0 | 0.3672 | 0.0 | 0.0 | 0.6627 | 0.0 | 0.3246 | 0.1656 | 0.0 | 0.0 | 0.0 | 0.2203 | 0.0 | 0.0 | 0.8250 | 0.7495 | 0.9006 | 0.0001 | 0.0051 | 0.1604 | 0.0 | | 0.4302 | 62.0 | 6634 | 0.6517 | 0.2822 | 0.3497 | 0.8185 | nan | 0.7179 | 0.9393 | 0.7599 | 0.8291 | 0.2445 | nan | 0.5745 | 0.7862 | 0.0 | 0.9327 | 0.0 | 0.0 | nan | 0.0 | 0.5988 | 0.0 | 0.0 | 0.8812 | 0.0 | 0.4376 | 0.1596 | 0.0 | 0.0 | 0.0 | 0.3735 | 0.0 | 0.0 | 0.9154 | 0.8610 | 0.9441 | 0.0003 | 0.0071 | 0.2272 | 0.0 | nan | 0.6641 | 0.8276 | 0.6769 | 0.5534 | 0.2219 | nan | 0.3294 | 0.5962 | 0.0 | 0.7424 | 0.0 | 0.0 | nan | 0.0 | 0.3913 | 0.0 | 0.0 | 0.6733 | 0.0 | 0.3344 | 0.1386 | 0.0 | 0.0 | 0.0 | 0.2274 | 0.0 | 0.0 | 0.8264 | 0.7509 | 0.9027 | 0.0003 | 0.0057 | 0.1677 | 0.0 | | 0.4187 | 63.0 | 6741 | 0.6397 | 0.2788 | 0.3432 | 0.8180 | nan | 0.7242 | 0.9493 | 0.6576 | 0.8224 | 0.2685 | nan | 0.5437 | 0.8228 | 0.0 | 0.9338 | 0.0 | 0.0 | nan | 0.0 | 0.5283 | 0.0 | 0.0 | 0.8840 | 0.0 | 0.4456 | 0.1931 | 0.0 | 0.0 | 0.0 | 0.3510 | 0.0 | 0.0 | 0.9046 | 0.8464 | 0.9448 | 0.0001 | 0.0029 | 0.1600 | 0.0 | nan | 0.6676 | 0.8227 | 0.5928 | 0.5563 | 0.2324 | nan | 0.3566 | 0.5825 | 0.0 | 0.7370 | 0.0 | 0.0 | nan | 0.0 | 0.3872 | 0.0 | 0.0 | 0.6760 | 0.0 | 0.3219 | 0.1661 | 0.0 | 0.0 | 0.0 | 0.2185 | 0.0 | 0.0 | 0.8248 | 0.7464 | 0.9016 | 0.0001 | 0.0023 | 0.1293 | 0.0 | | 0.3861 | 64.0 | 6848 | 0.6252 | 0.2787 | 0.3444 | 0.8172 | nan | 0.7199 | 0.9374 | 0.7624 | 0.8316 | 0.2225 | nan | 0.5441 | 0.7962 | 0.0 | 0.9018 | 0.0 | 0.0 | nan | 0.0 | 0.5979 | 0.0 | 0.0 | 0.9169 | 0.0 | 0.3726 | 0.1398 | 0.0 | 0.0 | 0.0 | 0.3527 | 0.0 | 0.0 | 0.9075 | 0.8887 | 0.9364 | 0.0 | 0.0097 | 0.1832 | 0.0 | nan | 0.6709 | 0.8274 | 0.6891 | 0.5499 | 0.1960 | nan | 0.3455 | 0.6049 | 0.0 | 0.7639 | 0.0 | 0.0 | nan | 0.0 | 0.3646 | 0.0 | 0.0 | 0.6563 | 0.0 | 0.3041 | 0.1243 | 0.0 | 0.0 | 0.0 | 0.2204 | 0.0 | 0.0 | 0.8216 | 0.7332 | 0.9009 | 0.0 | 0.0077 | 0.1385 | 0.0 | | 0.3878 | 65.0 | 6955 | 0.6052 | 0.2842 | 0.3553 | 0.8212 | nan | 0.7435 | 0.9372 | 0.8362 | 0.8351 | 0.2377 | nan | 0.5612 | 0.8156 | 0.0 | 0.9276 | 0.0 | 0.0 | nan | 0.0 | 0.6771 | 0.0 | 0.0 | 0.8827 | 0.0 | 0.4899 | 0.1502 | 0.0 | 0.0 | 0.0 | 0.3664 | 0.0 | 0.0 | 0.9028 | 0.8530 | 0.9502 | 0.0003 | 0.0128 | 0.1904 | 0.0 | nan | 0.6853 | 0.8298 | 0.7473 | 0.5534 | 0.2141 | nan | 0.3516 | 0.5902 | 0.0 | 0.7546 | 0.0 | 0.0 | nan | 0.0 | 0.3725 | 0.0 | 0.0 | 0.6684 | 0.0 | 0.3234 | 0.1325 | 0.0 | 0.0 | 0.0 | 0.2315 | 0.0 | 0.0 | 0.8253 | 0.7564 | 0.9018 | 0.0003 | 0.0103 | 0.1464 | 0.0 | | 0.3932 | 66.0 | 7062 | 0.6277 | 0.2863 | 0.3520 | 0.8260 | nan | 0.7247 | 0.9574 | 0.8214 | 0.8341 | 0.2327 | nan | 0.5074 | 0.8090 | 0.0 | 0.9312 | 0.0 | 0.0 | nan | 0.0 | 0.5842 | 0.0 | 0.0 | 0.8838 | 0.0 | 0.4316 | 0.2590 | 0.0 | 0.0 | 0.0 | 0.3631 | 0.0 | 0.0 | 0.9143 | 0.8598 | 0.9429 | 0.0002 | 0.0096 | 0.1975 | 0.0 | nan | 0.6745 | 0.8410 | 0.7174 | 0.5896 | 0.2037 | nan | 0.3429 | 0.5892 | 0.0 | 0.7438 | 0.0 | 0.0 | nan | 0.0 | 0.3853 | 0.0 | 0.0 | 0.6817 | 0.0 | 0.3193 | 0.2158 | 0.0 | 0.0 | 0.0 | 0.2256 | 0.0 | 0.0 | 0.8224 | 0.7505 | 0.9025 | 0.0002 | 0.0070 | 0.1481 | 0.0 | | 0.3771 | 67.0 | 7169 | 0.6207 | 0.2858 | 0.3526 | 0.8244 | nan | 0.7365 | 0.9500 | 0.7899 | 0.8287 | 0.2359 | nan | 0.5532 | 0.8192 | 0.0 | 0.9234 | 0.0 | 0.0 | nan | 0.0 | 0.6123 | 0.0 | 0.0 | 0.8891 | 0.0 | 0.4321 | 0.2119 | 0.0 | 0.0 | 0.0 | 0.3759 | 0.0 | 0.0 | 0.9090 | 0.8622 | 0.9442 | 0.0 | 0.0075 | 0.2011 | 0.0 | nan | 0.6837 | 0.8357 | 0.6942 | 0.5762 | 0.2092 | nan | 0.3602 | 0.5939 | 0.0 | 0.7516 | 0.0 | 0.0 | nan | 0.0 | 0.3973 | 0.0 | 0.0 | 0.6711 | 0.0 | 0.3288 | 0.1820 | 0.0 | 0.0 | 0.0 | 0.2278 | 0.0 | 0.0 | 0.8244 | 0.7516 | 0.9012 | 0.0 | 0.0058 | 0.1503 | 0.0 | | 0.3991 | 68.0 | 7276 | 0.6477 | 0.2849 | 0.3517 | 0.8223 | nan | 0.7118 | 0.9542 | 0.7435 | 0.8318 | 0.2511 | nan | 0.5491 | 0.8066 | 0.0 | 0.9185 | 0.0 | 0.0 | nan | 0.0 | 0.6113 | 0.0 | 0.0 | 0.8754 | 0.0 | 0.4366 | 0.2363 | 0.0 | 0.0 | 0.0 | 0.3822 | 0.0 | 0.0 | 0.9166 | 0.8641 | 0.9446 | 0.0014 | 0.0118 | 0.2071 | 0.0 | nan | 0.6592 | 0.8371 | 0.6636 | 0.5789 | 0.2095 | nan | 0.3540 | 0.5952 | 0.0 | 0.7608 | 0.0 | 0.0 | nan | 0.0 | 0.3944 | 0.0 | 0.0 | 0.6741 | 0.0 | 0.3279 | 0.1880 | 0.0 | 0.0 | 0.0 | 0.2299 | 0.0 | 0.0 | 0.8248 | 0.7516 | 0.9036 | 0.0014 | 0.0090 | 0.1542 | 0.0 | | 0.4019 | 69.0 | 7383 | 0.6136 | 0.2842 | 0.3515 | 0.8252 | nan | 0.7411 | 0.9479 | 0.7997 | 0.8363 | 0.2297 | nan | 0.5939 | 0.8315 | 0.0 | 0.9255 | 0.0 | 0.0 | nan | 0.0 | 0.6169 | 0.0 | 0.0 | 0.8943 | 0.0 | 0.3566 | 0.1922 | 0.0 | 0.0 | 0.0 | 0.3711 | 0.0 | 0.0 | 0.9199 | 0.8379 | 0.9506 | 0.0003 | 0.0118 | 0.1908 | 0.0 | nan | 0.6829 | 0.8403 | 0.7055 | 0.5984 | 0.1992 | nan | 0.3571 | 0.5835 | 0.0 | 0.7684 | 0.0 | 0.0 | nan | 0.0 | 0.3789 | 0.0 | 0.0 | 0.6625 | 0.0 | 0.2955 | 0.1601 | 0.0 | 0.0 | 0.0 | 0.2256 | 0.0 | 0.0 | 0.8238 | 0.7526 | 0.9037 | 0.0003 | 0.0087 | 0.1472 | 0.0 | | 0.3742 | 70.0 | 7490 | 0.6472 | 0.2838 | 0.3500 | 0.8242 | nan | 0.7316 | 0.9564 | 0.7694 | 0.8277 | 0.2289 | nan | 0.5759 | 0.7997 | 0.0 | 0.9121 | 0.0 | 0.0 | nan | 0.0 | 0.6429 | 0.0 | 0.0 | 0.9138 | 0.0 | 0.3602 | 0.2116 | 0.0 | 0.0 | 0.0 | 0.3817 | 0.0 | 0.0 | 0.8982 | 0.8687 | 0.9270 | 0.0002 | 0.0164 | 0.1759 | 0.0 | nan | 0.6801 | 0.8388 | 0.6762 | 0.5959 | 0.2046 | nan | 0.3698 | 0.5889 | 0.0 | 0.7706 | 0.0 | 0.0 | nan | 0.0 | 0.3823 | 0.0 | 0.0 | 0.6574 | 0.0 | 0.2908 | 0.1744 | 0.0 | 0.0 | 0.0 | 0.2308 | 0.0 | 0.0 | 0.8233 | 0.7500 | 0.8979 | 0.0002 | 0.0112 | 0.1371 | 0.0 | | 0.385 | 71.0 | 7597 | 0.6310 | 0.2844 | 0.3517 | 0.8218 | nan | 0.7305 | 0.9401 | 0.7716 | 0.8348 | 0.2567 | nan | 0.5656 | 0.8215 | 0.0 | 0.9373 | 0.0 | 0.0 | nan | 0.0 | 0.5428 | 0.0 | 0.0 | 0.8800 | 0.0 | 0.4570 | 0.2067 | 0.0 | 0.0 | 0.0 | 0.3983 | 0.0 | 0.0 | 0.9176 | 0.8652 | 0.9349 | 0.0010 | 0.0061 | 0.1864 | 0.0 | nan | 0.6754 | 0.8307 | 0.6862 | 0.5538 | 0.2215 | nan | 0.3724 | 0.5837 | 0.0 | 0.7472 | 0.0 | 0.0 | nan | 0.0 | 0.3739 | 0.0 | 0.0 | 0.6776 | 0.0 | 0.3387 | 0.1785 | 0.0 | 0.0 | 0.0 | 0.2302 | 0.0 | 0.0 | 0.8246 | 0.7523 | 0.9027 | 0.0010 | 0.0047 | 0.1443 | 0.0 | | 0.39 | 72.0 | 7704 | 0.6676 | 0.2815 | 0.3490 | 0.8176 | nan | 0.6922 | 0.9461 | 0.7549 | 0.8386 | 0.2093 | nan | 0.5260 | 0.8207 | 0.0 | 0.9206 | 0.0 | 0.0 | nan | 0.0 | 0.5787 | 0.0 | 0.0 | 0.8834 | 0.0 | 0.4612 | 0.2055 | 0.0 | 0.0 | 0.0 | 0.3949 | 0.0 | 0.0 | 0.9176 | 0.8683 | 0.9506 | 0.0 | 0.0067 | 0.1919 | 0.0 | nan | 0.6479 | 0.8293 | 0.6644 | 0.5413 | 0.1843 | nan | 0.3479 | 0.5911 | 0.0 | 0.7653 | 0.0 | 0.0 | nan | 0.0 | 0.3812 | 0.0 | 0.0 | 0.6703 | 0.0 | 0.3530 | 0.1698 | 0.0 | 0.0 | 0.0 | 0.2274 | 0.0 | 0.0 | 0.8242 | 0.7520 | 0.9074 | 0.0 | 0.0052 | 0.1448 | 0.0 | | 0.3571 | 73.0 | 7811 | 0.6315 | 0.2853 | 0.3547 | 0.8196 | nan | 0.7340 | 0.9311 | 0.8186 | 0.8362 | 0.2476 | nan | 0.5524 | 0.8113 | 0.0 | 0.9282 | 0.0 | 0.0 | nan | 0.0 | 0.6275 | 0.0 | 0.0 | 0.8860 | 0.0 | 0.4698 | 0.2119 | 0.0 | 0.0 | 0.0 | 0.3781 | 0.0 | 0.0 | 0.9097 | 0.8764 | 0.9374 | 0.0 | 0.0104 | 0.1839 | 0.0 | nan | 0.6773 | 0.8279 | 0.7226 | 0.5380 | 0.2186 | nan | 0.3611 | 0.5927 | 0.0 | 0.7572 | 0.0 | 0.0 | nan | 0.0 | 0.4044 | 0.0 | 0.0 | 0.6691 | 0.0 | 0.3297 | 0.1736 | 0.0 | 0.0 | 0.0 | 0.2275 | 0.0 | 0.0 | 0.8275 | 0.7496 | 0.9031 | 0.0 | 0.0083 | 0.1411 | 0.0 | | 0.4031 | 74.0 | 7918 | 0.6620 | 0.2820 | 0.3501 | 0.8192 | nan | 0.7035 | 0.9527 | 0.6782 | 0.8397 | 0.2237 | nan | 0.5471 | 0.8258 | 0.0 | 0.9145 | 0.0 | 0.0 | nan | 0.0 | 0.5951 | 0.0 | 0.0 | 0.8833 | 0.0 | 0.4983 | 0.2212 | 0.0 | 0.0 | 0.0 | 0.3970 | 0.0 | 0.0 | 0.9045 | 0.8647 | 0.9442 | 0.0003 | 0.0152 | 0.1946 | 0.0 | nan | 0.6589 | 0.8313 | 0.6231 | 0.5605 | 0.1961 | nan | 0.3620 | 0.5768 | 0.0 | 0.7720 | 0.0 | 0.0 | nan | 0.0 | 0.3861 | 0.0 | 0.0 | 0.6674 | 0.0 | 0.3416 | 0.1769 | 0.0 | 0.0 | 0.0 | 0.2304 | 0.0 | 0.0 | 0.8282 | 0.7536 | 0.9033 | 0.0003 | 0.0111 | 0.1449 | 0.0 | | 0.3782 | 75.0 | 8025 | 0.6239 | 0.2839 | 0.3551 | 0.8206 | nan | 0.7490 | 0.9348 | 0.7577 | 0.8384 | 0.2344 | nan | 0.5731 | 0.8258 | 0.0 | 0.9363 | 0.0 | 0.0 | nan | 0.0 | 0.6005 | 0.0 | 0.0 | 0.8590 | 0.0 | 0.4841 | 0.2093 | 0.0 | 0.0 | 0.0 | 0.4145 | 0.0 | 0.0 | 0.9088 | 0.8723 | 0.9464 | 0.0018 | 0.0131 | 0.2022 | 0.0 | nan | 0.6824 | 0.8315 | 0.6765 | 0.5558 | 0.2056 | nan | 0.3534 | 0.5754 | 0.0 | 0.7620 | 0.0 | 0.0 | nan | 0.0 | 0.3804 | 0.0 | 0.0 | 0.6705 | 0.0 | 0.3321 | 0.1735 | 0.0 | 0.0 | 0.0 | 0.2357 | 0.0 | 0.0 | 0.8249 | 0.7520 | 0.9066 | 0.0018 | 0.0097 | 0.1539 | 0.0 | | 0.353 | 76.0 | 8132 | 0.6575 | 0.2850 | 0.3541 | 0.8199 | nan | 0.7243 | 0.9376 | 0.7183 | 0.8422 | 0.2659 | nan | 0.5383 | 0.7985 | 0.0 | 0.9289 | 0.0 | 0.0 | nan | 0.0 | 0.6000 | 0.0 | 0.0 | 0.8781 | 0.0 | 0.5252 | 0.2175 | 0.0 | 0.0 | 0.0 | 0.3941 | 0.0 | 0.0 | 0.9090 | 0.8734 | 0.9451 | 0.0009 | 0.0246 | 0.2103 | 0.0 | nan | 0.6785 | 0.8261 | 0.6347 | 0.5522 | 0.2243 | nan | 0.3669 | 0.5876 | 0.0 | 0.7523 | 0.0 | 0.0 | nan | 0.0 | 0.3922 | 0.0 | 0.0 | 0.6734 | 0.0 | 0.3590 | 0.1786 | 0.0 | 0.0 | 0.0 | 0.2358 | 0.0 | 0.0 | 0.8262 | 0.7528 | 0.9071 | 0.0009 | 0.0167 | 0.1558 | 0.0 | | 0.3709 | 77.0 | 8239 | 0.6293 | 0.2847 | 0.3554 | 0.8187 | nan | 0.7464 | 0.9286 | 0.7431 | 0.8445 | 0.2125 | nan | 0.5647 | 0.8139 | 0.0 | 0.9265 | 0.0 | 0.0 | nan | 0.0 | 0.6065 | 0.0 | 0.0 | 0.8556 | 0.0 | 0.5236 | 0.2363 | 0.0 | 0.0 | 0.0 | 0.4118 | 0.0 | 0.0 | 0.9126 | 0.8774 | 0.9519 | 0.0009 | 0.0186 | 0.1964 | 0.0 | nan | 0.6847 | 0.8251 | 0.6635 | 0.5404 | 0.1915 | nan | 0.3620 | 0.5877 | 0.0 | 0.7640 | 0.0 | 0.0 | nan | 0.0 | 0.4036 | 0.0 | 0.0 | 0.6695 | 0.0 | 0.3476 | 0.1814 | 0.0 | 0.0 | 0.0 | 0.2378 | 0.0 | 0.0 | 0.8279 | 0.7548 | 0.9087 | 0.0009 | 0.0131 | 0.1471 | 0.0 | | 0.3674 | 78.0 | 8346 | 0.6252 | 0.2873 | 0.3545 | 0.8256 | nan | 0.7484 | 0.9494 | 0.7029 | 0.8355 | 0.2415 | nan | 0.5772 | 0.7983 | 0.0 | 0.9455 | 0.0 | 0.0 | nan | 0.0 | 0.5690 | 0.0 | 0.0 | 0.8530 | 0.0 | 0.4815 | 0.2538 | 0.0 | 0.0 | 0.0 | 0.4085 | 0.0 | 0.0 | 0.9145 | 0.8749 | 0.9428 | 0.0018 | 0.0177 | 0.2277 | 0.0 | nan | 0.6881 | 0.8371 | 0.6263 | 0.5865 | 0.2113 | nan | 0.3850 | 0.5872 | 0.0 | 0.7438 | 0.0 | 0.0 | nan | 0.0 | 0.3978 | 0.0 | 0.0 | 0.6748 | 0.0 | 0.3344 | 0.2052 | 0.0 | 0.0 | 0.0 | 0.2438 | 0.0 | 0.0 | 0.8279 | 0.7563 | 0.9063 | 0.0018 | 0.0128 | 0.1673 | 0.0 | | 0.3802 | 79.0 | 8453 | 0.6075 | 0.2886 | 0.3537 | 0.8286 | nan | 0.7642 | 0.9476 | 0.7679 | 0.8304 | 0.2493 | nan | 0.5538 | 0.8009 | 0.0 | 0.9138 | 0.0 | 0.0 | nan | 0.0 | 0.5708 | 0.0 | 0.0 | 0.8830 | 0.0 | 0.4947 | 0.2234 | 0.0 | 0.0 | 0.0 | 0.3747 | 0.0 | 0.0 | 0.9165 | 0.8747 | 0.9405 | 0.0003 | 0.0261 | 0.1848 | 0.0 | nan | 0.7072 | 0.8387 | 0.6716 | 0.5985 | 0.2186 | nan | 0.3820 | 0.5904 | 0.0 | 0.7708 | 0.0 | 0.0 | nan | 0.0 | 0.3881 | 0.0 | 0.0 | 0.6670 | 0.0 | 0.3447 | 0.1828 | 0.0 | 0.0 | 0.0 | 0.2323 | 0.0 | 0.0 | 0.8267 | 0.7536 | 0.9041 | 0.0003 | 0.0179 | 0.1412 | 0.0 | | 0.3384 | 80.0 | 8560 | 0.6083 | 0.2896 | 0.3569 | 0.8268 | nan | 0.7632 | 0.9410 | 0.7841 | 0.8353 | 0.2587 | nan | 0.5557 | 0.8066 | 0.0 | 0.9271 | 0.0 | 0.0 | nan | 0.0 | 0.5894 | 0.0 | 0.0 | 0.8707 | 0.0 | 0.5068 | 0.2100 | 0.0 | 0.0 | 0.0 | 0.4188 | 0.0 | 0.0 | 0.9165 | 0.8634 | 0.9463 | 0.0010 | 0.0217 | 0.2031 | 0.0 | nan | 0.7015 | 0.8344 | 0.6889 | 0.5895 | 0.2210 | nan | 0.3706 | 0.5927 | 0.0 | 0.7669 | 0.0 | 0.0 | nan | 0.0 | 0.4065 | 0.0 | 0.0 | 0.6733 | 0.0 | 0.3524 | 0.1732 | 0.0 | 0.0 | 0.0 | 0.2374 | 0.0 | 0.0 | 0.8287 | 0.7584 | 0.9051 | 0.0010 | 0.0153 | 0.1495 | 0.0 | | 0.4102 | 81.0 | 8667 | 0.6141 | 0.2874 | 0.3527 | 0.8233 | nan | 0.7584 | 0.9314 | 0.8071 | 0.8340 | 0.2485 | nan | 0.5974 | 0.7551 | 0.0 | 0.9236 | 0.0 | 0.0 | nan | 0.0 | 0.5734 | 0.0 | 0.0 | 0.9133 | 0.0 | 0.4296 | 0.2254 | 0.0 | 0.0 | 0.0 | 0.4019 | 0.0 | 0.0 | 0.9023 | 0.8696 | 0.9307 | 0.0004 | 0.0173 | 0.1673 | 0.0 | nan | 0.6990 | 0.8289 | 0.7004 | 0.5807 | 0.2145 | nan | 0.3709 | 0.5990 | 0.0 | 0.7605 | 0.0 | 0.0 | nan | 0.0 | 0.4090 | 0.0 | 0.0 | 0.6596 | 0.0 | 0.3278 | 0.1853 | 0.0 | 0.0 | 0.0 | 0.2369 | 0.0 | 0.0 | 0.8281 | 0.7530 | 0.8992 | 0.0004 | 0.0122 | 0.1316 | 0.0 | | 0.3223 | 82.0 | 8774 | 0.6433 | 0.2853 | 0.3530 | 0.8226 | nan | 0.7360 | 0.9473 | 0.7252 | 0.8382 | 0.2298 | nan | 0.5664 | 0.7919 | 0.0 | 0.9371 | 0.0 | 0.0 | nan | 0.0 | 0.5822 | 0.0 | 0.0 | 0.8923 | 0.0 | 0.5058 | 0.2447 | 0.0 | 0.0 | 0.0 | 0.4262 | 0.0 | 0.0 | 0.8958 | 0.8508 | 0.9453 | 0.0010 | 0.0235 | 0.1550 | 0.0 | nan | 0.6813 | 0.8334 | 0.6406 | 0.5727 | 0.2040 | nan | 0.3697 | 0.5924 | 0.0 | 0.7490 | 0.0 | 0.0 | nan | 0.0 | 0.4011 | 0.0 | 0.0 | 0.6690 | 0.0 | 0.3496 | 0.1991 | 0.0 | 0.0 | 0.0 | 0.2367 | 0.0 | 0.0 | 0.8297 | 0.7600 | 0.9026 | 0.0010 | 0.0166 | 0.1225 | 0.0 | | 0.3741 | 83.0 | 8881 | 0.6548 | 0.2823 | 0.3516 | 0.8185 | nan | 0.7273 | 0.9425 | 0.6692 | 0.8421 | 0.2095 | nan | 0.5499 | 0.7960 | 0.0 | 0.9384 | 0.0 | 0.0 | nan | 0.0 | 0.6375 | 0.0 | 0.0 | 0.8535 | 0.0 | 0.5193 | 0.2368 | 0.0 | 0.0 | 0.0 | 0.4150 | 0.0 | 0.0 | 0.9203 | 0.8460 | 0.9465 | 0.0012 | 0.0298 | 0.1703 | 0.0 | nan | 0.6743 | 0.8227 | 0.5957 | 0.5496 | 0.1898 | nan | 0.3637 | 0.5842 | 0.0 | 0.7577 | 0.0 | 0.0 | nan | 0.0 | 0.4004 | 0.0 | 0.0 | 0.6750 | 0.0 | 0.3537 | 0.1924 | 0.0 | 0.0 | 0.0 | 0.2297 | 0.0 | 0.0 | 0.8292 | 0.7560 | 0.9068 | 0.0012 | 0.0195 | 0.1315 | 0.0 | | 0.3675 | 84.0 | 8988 | 0.6379 | 0.2836 | 0.3502 | 0.8199 | nan | 0.7501 | 0.9284 | 0.7184 | 0.8396 | 0.2193 | nan | 0.5778 | 0.7917 | 0.0 | 0.9360 | 0.0 | 0.0 | nan | 0.0 | 0.5606 | 0.0 | 0.0 | 0.8917 | 0.0 | 0.4856 | 0.2362 | 0.0 | 0.0 | 0.0 | 0.3778 | 0.0 | 0.0 | 0.9154 | 0.8598 | 0.9383 | 0.0004 | 0.0249 | 0.1547 | 0.0 | nan | 0.6837 | 0.8259 | 0.6340 | 0.5483 | 0.1960 | nan | 0.3627 | 0.5920 | 0.0 | 0.7472 | 0.0 | 0.0 | nan | 0.0 | 0.4019 | 0.0 | 0.0 | 0.6718 | 0.0 | 0.3452 | 0.1993 | 0.0 | 0.0 | 0.0 | 0.2313 | 0.0 | 0.0 | 0.8298 | 0.7592 | 0.9044 | 0.0004 | 0.0183 | 0.1233 | 0.0 | | 0.3775 | 85.0 | 9095 | 0.6518 | 0.2857 | 0.3544 | 0.8207 | nan | 0.7163 | 0.9426 | 0.7497 | 0.8401 | 0.2357 | nan | 0.5760 | 0.8125 | 0.0 | 0.9252 | 0.0 | 0.0 | nan | 0.0 | 0.6077 | 0.0 | 0.0 | 0.8694 | 0.0 | 0.4958 | 0.2399 | 0.0 | 0.0 | 0.0 | 0.3967 | 0.0 | 0.0 | 0.9215 | 0.8604 | 0.9376 | 0.0012 | 0.0247 | 0.1866 | 0.0 | nan | 0.6745 | 0.8274 | 0.6486 | 0.5566 | 0.2057 | nan | 0.3651 | 0.5871 | 0.0 | 0.7664 | 0.0 | 0.0 | nan | 0.0 | 0.4103 | 0.0 | 0.0 | 0.6731 | 0.0 | 0.3471 | 0.2005 | 0.0 | 0.0 | 0.0 | 0.2327 | 0.0 | 0.0 | 0.8293 | 0.7559 | 0.9044 | 0.0012 | 0.0171 | 0.1393 | 0.0 | | 0.3457 | 86.0 | 9202 | 0.6417 | 0.2851 | 0.3514 | 0.8222 | nan | 0.7245 | 0.9435 | 0.7066 | 0.8417 | 0.2499 | nan | 0.5651 | 0.8052 | 0.0 | 0.9280 | 0.0 | 0.0 | nan | 0.0 | 0.5873 | 0.0 | 0.0 | 0.8881 | 0.0 | 0.4699 | 0.2178 | 0.0 | 0.0 | 0.0 | 0.3861 | 0.0 | 0.0 | 0.9195 | 0.8640 | 0.9377 | 0.0014 | 0.0218 | 0.1865 | 0.0 | nan | 0.6755 | 0.8326 | 0.6241 | 0.5618 | 0.2165 | nan | 0.3658 | 0.5921 | 0.0 | 0.7627 | 0.0 | 0.0 | nan | 0.0 | 0.4071 | 0.0 | 0.0 | 0.6736 | 0.0 | 0.3472 | 0.1805 | 0.0 | 0.0 | 0.0 | 0.2355 | 0.0 | 0.0 | 0.8291 | 0.7558 | 0.9053 | 0.0014 | 0.0156 | 0.1398 | 0.0 | | 0.3682 | 87.0 | 9309 | 0.6134 | 0.2880 | 0.3558 | 0.8273 | nan | 0.7627 | 0.9398 | 0.7771 | 0.8287 | 0.2565 | nan | 0.6087 | 0.8114 | 0.0 | 0.9370 | 0.0 | 0.0 | nan | 0.0 | 0.6089 | 0.0 | 0.0 | 0.8945 | 0.0 | 0.4462 | 0.2054 | 0.0 | 0.0 | 0.0 | 0.3866 | 0.0 | 0.0 | 0.9106 | 0.8718 | 0.9516 | 0.0012 | 0.0151 | 0.1716 | 0.0 | nan | 0.7035 | 0.8356 | 0.6787 | 0.5913 | 0.2235 | nan | 0.3742 | 0.5887 | 0.0 | 0.7549 | 0.0 | 0.0 | nan | 0.0 | 0.4083 | 0.0 | 0.0 | 0.6731 | 0.0 | 0.3369 | 0.1733 | 0.0 | 0.0 | 0.0 | 0.2351 | 0.0 | 0.0 | 0.8303 | 0.7555 | 0.9061 | 0.0012 | 0.0112 | 0.1334 | 0.0 | | 0.3776 | 88.0 | 9416 | 0.6381 | 0.2862 | 0.3549 | 0.8219 | nan | 0.7359 | 0.9390 | 0.7340 | 0.8382 | 0.2409 | nan | 0.5866 | 0.7873 | 0.0 | 0.9265 | 0.0 | 0.0 | nan | 0.0 | 0.6120 | 0.0 | 0.0 | 0.8694 | 0.0 | 0.5183 | 0.2055 | 0.0 | 0.0 | 0.0 | 0.4065 | 0.0 | 0.0 | 0.9123 | 0.8828 | 0.9456 | 0.0015 | 0.0209 | 0.1936 | 0.0 | nan | 0.6869 | 0.8286 | 0.6447 | 0.5649 | 0.2114 | nan | 0.3745 | 0.5987 | 0.0 | 0.7697 | 0.0 | 0.0 | nan | 0.0 | 0.4071 | 0.0 | 0.0 | 0.6734 | 0.0 | 0.3550 | 0.1703 | 0.0 | 0.0 | 0.0 | 0.2335 | 0.0 | 0.0 | 0.8272 | 0.7463 | 0.9065 | 0.0015 | 0.0151 | 0.1422 | 0.0 | | 0.343 | 89.0 | 9523 | 0.6511 | 0.2843 | 0.3527 | 0.8199 | nan | 0.7360 | 0.9300 | 0.7333 | 0.8457 | 0.2397 | nan | 0.5673 | 0.8051 | 0.0 | 0.9296 | 0.0 | 0.0 | nan | 0.0 | 0.6267 | 0.0 | 0.0 | 0.8926 | 0.0 | 0.4737 | 0.2076 | 0.0 | 0.0 | 0.0 | 0.3831 | 0.0 | 0.0 | 0.9224 | 0.8471 | 0.9400 | 0.0007 | 0.0233 | 0.1830 | 0.0 | nan | 0.6822 | 0.8266 | 0.6427 | 0.5414 | 0.2111 | nan | 0.3645 | 0.5920 | 0.0 | 0.7618 | 0.0 | 0.0 | nan | 0.0 | 0.4028 | 0.0 | 0.0 | 0.6711 | 0.0 | 0.3480 | 0.1724 | 0.0 | 0.0 | 0.0 | 0.2318 | 0.0 | 0.0 | 0.8302 | 0.7582 | 0.9052 | 0.0007 | 0.0167 | 0.1383 | 0.0 | | 0.3424 | 90.0 | 9630 | 0.6315 | 0.2871 | 0.3569 | 0.8228 | nan | 0.7454 | 0.9355 | 0.7423 | 0.8405 | 0.2486 | nan | 0.5807 | 0.8086 | 0.0 | 0.9362 | 0.0 | 0.0 | nan | 0.0 | 0.6291 | 0.0 | 0.0 | 0.8540 | 0.0 | 0.4903 | 0.2203 | 0.0 | 0.0 | 0.0 | 0.4098 | 0.0 | 0.0 | 0.9262 | 0.8698 | 0.9488 | 0.0020 | 0.0224 | 0.2088 | 0.0 | nan | 0.6929 | 0.8278 | 0.6502 | 0.5612 | 0.2181 | nan | 0.3713 | 0.5898 | 0.0 | 0.7619 | 0.0 | 0.0 | nan | 0.0 | 0.4090 | 0.0 | 0.0 | 0.6764 | 0.0 | 0.3567 | 0.1779 | 0.0 | 0.0 | 0.0 | 0.2373 | 0.0 | 0.0 | 0.8275 | 0.7542 | 0.9067 | 0.0020 | 0.0161 | 0.1510 | 0.0 | | 0.3454 | 91.0 | 9737 | 0.6438 | 0.2868 | 0.3552 | 0.8218 | nan | 0.7254 | 0.9398 | 0.7375 | 0.8413 | 0.2664 | nan | 0.5568 | 0.8062 | 0.0 | 0.9231 | 0.0 | 0.0 | nan | 0.0 | 0.6431 | 0.0 | 0.0 | 0.8843 | 0.0 | 0.4916 | 0.2125 | 0.0 | 0.0 | 0.0 | 0.3821 | 0.0 | 0.0 | 0.9155 | 0.8698 | 0.9441 | 0.0016 | 0.0254 | 0.1986 | 0.0 | nan | 0.6806 | 0.8282 | 0.6489 | 0.5503 | 0.2294 | nan | 0.3698 | 0.5931 | 0.0 | 0.7707 | 0.0 | 0.0 | nan | 0.0 | 0.4088 | 0.0 | 0.0 | 0.6740 | 0.0 | 0.3601 | 0.1746 | 0.0 | 0.0 | 0.0 | 0.2348 | 0.0 | 0.0 | 0.8292 | 0.7537 | 0.9058 | 0.0016 | 0.0175 | 0.1458 | 0.0 | | 0.3557 | 92.0 | 9844 | 0.6282 | 0.2868 | 0.3558 | 0.8228 | nan | 0.7473 | 0.9335 | 0.7389 | 0.8419 | 0.2569 | nan | 0.5616 | 0.8123 | 0.0 | 0.9333 | 0.0 | 0.0 | nan | 0.0 | 0.6470 | 0.0 | 0.0 | 0.8800 | 0.0 | 0.4712 | 0.2125 | 0.0 | 0.0 | 0.0 | 0.3925 | 0.0 | 0.0 | 0.9208 | 0.8676 | 0.9415 | 0.0018 | 0.0223 | 0.2026 | 0.0 | nan | 0.6908 | 0.8281 | 0.6515 | 0.5536 | 0.2235 | nan | 0.3702 | 0.5887 | 0.0 | 0.7639 | 0.0 | 0.0 | nan | 0.0 | 0.4071 | 0.0 | 0.0 | 0.6762 | 0.0 | 0.3571 | 0.1748 | 0.0 | 0.0 | 0.0 | 0.2355 | 0.0 | 0.0 | 0.8296 | 0.7558 | 0.9062 | 0.0018 | 0.0159 | 0.1480 | 0.0 | | 0.3474 | 93.0 | 9951 | 0.6313 | 0.2875 | 0.3564 | 0.8220 | nan | 0.7438 | 0.9321 | 0.7505 | 0.8438 | 0.2579 | nan | 0.5810 | 0.8016 | 0.0 | 0.9253 | 0.0 | 0.0 | nan | 0.0 | 0.6503 | 0.0 | 0.0 | 0.8852 | 0.0 | 0.4926 | 0.2205 | 0.0 | 0.0 | 0.0 | 0.3848 | 0.0 | 0.0 | 0.9168 | 0.8601 | 0.9379 | 0.0017 | 0.0254 | 0.1948 | 0.0 | nan | 0.6884 | 0.8273 | 0.6603 | 0.5498 | 0.2234 | nan | 0.3698 | 0.5935 | 0.0 | 0.7712 | 0.0 | 0.0 | nan | 0.0 | 0.4081 | 0.0 | 0.0 | 0.6741 | 0.0 | 0.3611 | 0.1789 | 0.0 | 0.0 | 0.0 | 0.2354 | 0.0 | 0.0 | 0.8307 | 0.7582 | 0.9050 | 0.0017 | 0.0177 | 0.1439 | 0.0 | | 0.3352 | 93.4579 | 10000 | 0.6345 | 0.2878 | 0.3589 | 0.8218 | nan | 0.7354 | 0.9329 | 0.7615 | 0.8432 | 0.2720 | nan | 0.5736 | 0.8116 | 0.0 | 0.9249 | 0.0 | 0.0 | nan | 0.0 | 0.6613 | 0.0 | 0.0 | 0.8676 | 0.0 | 0.5172 | 0.2198 | 0.0 | 0.0 | 0.0 | 0.3959 | 0.0 | 0.0 | 0.9185 | 0.8796 | 0.9476 | 0.0019 | 0.0238 | 0.1965 | 0.0 | nan | 0.6852 | 0.8279 | 0.6646 | 0.5492 | 0.2320 | nan | 0.3719 | 0.5915 | 0.0 | 0.7741 | 0.0 | 0.0 | nan | 0.0 | 0.4077 | 0.0 | 0.0 | 0.6760 | 0.0 | 0.3656 | 0.1773 | 0.0 | 0.0 | 0.0 | 0.2363 | 0.0 | 0.0 | 0.8288 | 0.7514 | 0.9069 | 0.0019 | 0.0169 | 0.1439 | 0.0 | ### Framework versions - Transformers 4.46.3 - Pytorch 2.5.1+cu124 - Datasets 3.1.0 - Tokenizers 0.20.3