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AllanK24
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mask2former-swin-large-apple-dms-run4

Image Segmentation
Transformers
TensorBoard
Safetensors
mask2former
vision
material-segmentation
Generated from Trainer
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xet
 Metrics Community

mask2former-swin-large-apple-dms-run4

This model is a fine-tuned version of facebook/mask2former-swin-large-ade-semantic on the AllanK24/apple-dms-materials dataset. It achieves the following results on the evaluation set:

  • Mean Iou: 0.4591
  • Mean Accuracy: 0.5161
  • Overall Accuracy: 0.7173
  • Iou Animal Skin: 0.3109
  • Accuracy Animal Skin: 0.3977
  • Iou Bone Teeth Horn: 0.4324
  • Accuracy Bone Teeth Horn: 0.4782
  • Iou Brickwork: 0.5801
  • Accuracy Brickwork: 0.6358
  • Iou Cardboard: 0.4966
  • Accuracy Cardboard: 0.5428
  • Iou Carpet Rug: 0.7349
  • Accuracy Carpet Rug: 0.7935
  • Iou Ceiling Tile: 0.7489
  • Accuracy Ceiling Tile: 0.7823
  • Iou Ceramic: 0.6562
  • Accuracy Ceramic: 0.7301
  • Iou Chalkboard Blackboard: 0.6227
  • Accuracy Chalkboard Blackboard: 0.6661
  • Iou Clutter: 0.0381
  • Accuracy Clutter: 0.0383
  • Iou Concrete: 0.3728
  • Accuracy Concrete: 0.4723
  • Iou Cork Corkboard: 0.0839
  • Accuracy Cork Corkboard: 0.0844
  • Iou Engineered Stone: 0.0342
  • Accuracy Engineered Stone: 0.0353
  • Iou Fabric Cloth: 0.8062
  • Accuracy Fabric Cloth: 0.8579
  • Iou Fiberglass Wool: 0.0
  • Accuracy Fiberglass Wool: 0.0
  • Iou Fire: 0.5042
  • Accuracy Fire: 0.5230
  • Iou Foliage: 0.8522
  • Accuracy Foliage: 0.9084
  • Iou Food: 0.8211
  • Accuracy Food: 0.8988
  • Iou Fur: 0.7754
  • Accuracy Fur: 0.8430
  • Iou Gemstone Quartz: 0.0406
  • Accuracy Gemstone Quartz: 0.0695
  • Iou Glass: 0.5968
  • Accuracy Glass: 0.6608
  • Iou Hair: 0.7814
  • Accuracy Hair: 0.8625
  • Iou Ice: 0.1174
  • Accuracy Ice: 0.1280
  • Iou Leather: 0.3807
  • Accuracy Leather: 0.4262
  • Iou Liquid Non-water: 0.1361
  • Accuracy Liquid Non-water: 0.1513
  • Iou Metal: 0.3657
  • Accuracy Metal: 0.4471
  • Iou Mirror: 0.4949
  • Accuracy Mirror: 0.5409
  • Iou Paint Plaster Enamel: 0.6501
  • Accuracy Paint Plaster Enamel: 0.7013
  • Iou Paper: 0.6232
  • Accuracy Paper: 0.6883
  • Iou Pearl: 0.0004
  • Accuracy Pearl: 0.0004
  • Iou Photograph Painting: 0.2868
  • Accuracy Photograph Painting: 0.3323
  • Iou Plastic Clear: 0.3198
  • Accuracy Plastic Clear: 0.3979
  • Iou Plastic Non-clear: 0.3612
  • Accuracy Plastic Non-clear: 0.4326
  • Iou Rubber Latex: 0.3327
  • Accuracy Rubber Latex: 0.3764
  • Iou Sand: 0.6367
  • Accuracy Sand: 0.7567
  • Iou Skin Lips: 0.7983
  • Accuracy Skin Lips: 0.8790
  • Iou Sky: 0.9352
  • Accuracy Sky: 0.9560
  • Iou Snow: 0.6390
  • Accuracy Snow: 0.7559
  • Iou Soap: 0.0
  • Accuracy Soap: 0.0
  • Iou Soil Mud: 0.4450
  • Accuracy Soil Mud: 0.5742
  • Iou Sponge: 0.0175
  • Accuracy Sponge: 0.0182
  • Iou Stone Natural: 0.5482
  • Accuracy Stone Natural: 0.6817
  • Iou Stone Polished: 0.2297
  • Accuracy Stone Polished: 0.2775
  • Iou Styrofoam: 0.0
  • Accuracy Styrofoam: 0.0
  • Iou Tile: 0.6461
  • Accuracy Tile: 0.7098
  • Iou Wallpaper: 0.4726
  • Accuracy Wallpaper: 0.6015
  • Iou Water: 0.8351
  • Accuracy Water: 0.9155
  • Iou Wax: 0.6406
  • Accuracy Wax: 0.7066
  • Iou Whiteboard: 0.6796
  • Accuracy Whiteboard: 0.7674
  • Iou Wicker: 0.4616
  • Accuracy Wicker: 0.5149
  • Iou Wood: 0.6358
  • Accuracy Wood: 0.6738
  • Iou Wood Tree: 0.3828
  • Accuracy Wood Tree: 0.5080
  • Iou Asphalt: 0.5091
  • Accuracy Asphalt: 0.6385
  • Loss: 287.8637
  • Eval Runtime: 38.282
  • Eval Samples Per Second: 30.928
  • Eval Steps Per Second: 15.464

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: 0.001
  • train_batch_size: 32
  • eval_batch_size: 16
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • total_train_batch_size: 256
  • total_eval_batch_size: 128
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 0.1
  • num_epochs: 50

Training results

Training Loss Epoch Step Mean Iou Mean Accuracy Overall Accuracy Iou Animal Skin Accuracy Animal Skin Iou Bone Teeth Horn Accuracy Bone Teeth Horn Iou Brickwork Accuracy Brickwork Iou Cardboard Accuracy Cardboard Iou Carpet Rug Accuracy Carpet Rug Iou Ceiling Tile Accuracy Ceiling Tile Iou Ceramic Accuracy Ceramic Iou Chalkboard Blackboard Accuracy Chalkboard Blackboard Iou Clutter Accuracy Clutter Iou Concrete Accuracy Concrete Iou Cork Corkboard Accuracy Cork Corkboard Iou Engineered Stone Accuracy Engineered Stone Iou Fabric Cloth Accuracy Fabric Cloth Iou Fiberglass Wool Accuracy Fiberglass Wool Iou Fire Accuracy Fire Iou Foliage Accuracy Foliage Iou Food Accuracy Food Iou Fur Accuracy Fur Iou Gemstone Quartz Accuracy Gemstone Quartz Iou Glass Accuracy Glass Iou Hair Accuracy Hair Iou Ice Accuracy Ice Iou Leather Accuracy Leather Iou Liquid Non-water Accuracy Liquid Non-water Iou Metal Accuracy Metal Iou Mirror Accuracy Mirror Iou Paint Plaster Enamel Accuracy Paint Plaster Enamel Iou Paper Accuracy Paper Iou Pearl Accuracy Pearl Iou Photograph Painting Accuracy Photograph Painting Iou Plastic Clear Accuracy Plastic Clear Iou Plastic Non-clear Accuracy Plastic Non-clear Iou Rubber Latex Accuracy Rubber Latex Iou Sand Accuracy Sand Iou Skin Lips Accuracy Skin Lips Iou Sky Accuracy Sky Iou Snow Accuracy Snow Iou Soap Accuracy Soap Iou Soil Mud Accuracy Soil Mud Iou Sponge Accuracy Sponge Iou Stone Natural Accuracy Stone Natural Iou Stone Polished Accuracy Stone Polished Iou Styrofoam Accuracy Styrofoam Iou Tile Accuracy Tile Iou Wallpaper Accuracy Wallpaper Iou Water Accuracy Water Iou Wax Accuracy Wax Iou Whiteboard Accuracy Whiteboard Iou Wicker Accuracy Wicker Iou Wood Accuracy Wood Iou Wood Tree Accuracy Wood Tree Iou Asphalt Accuracy Asphalt Validation Loss Eval Runtime Eval Samples Per Second Eval Steps Per Second
311.9153 1.7045 150 0.2421 0.2905 0.6995 0.0 0.0 0.0020 0.0020 0.1554 0.1673 0.2775 0.2864 0.6874 0.8297 0.7511 0.7886 0.5468 0.6226 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.7802 0.8652 0.0 0.0 0.0 0.0 0.7861 0.8544 0.2189 0.2540 0.2725 0.9172 0.0 0.0 0.5744 0.6602 0.7212 0.8057 0.0 0.0 0.0297 0.0302 0.0 0.0 0.1880 0.2082 0.4791 0.5482 0.7035 0.8205 0.4991 0.5488 0.0 0.0 0.3058 0.5425 0.0780 0.0975 0.1653 0.1773 0.0072 0.0073 0.0 0.0 0.7072 0.8397 0.9191 0.9406 0.0 0.0 0.0 0.0 0.0886 0.0967 0.0 0.0 0.2418 0.2659 0.0011 0.0011 0.0 0.0 0.5447 0.6456 0.0 0.0 0.7388 0.9384 0.0 0.0 0.2607 0.3804 0.1331 0.1353 0.7192 0.8221 0.0068 0.0068 0.0 0.0 273.4794 42.315 27.981 13.99
311.9153 1.7045 150 0.2421 0.2905 0.6995 0.0 0.0 0.0020 0.0020 0.1554 0.1673 0.2775 0.2864 0.6874 0.8297 0.7511 0.7886 0.5468 0.6226 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.7802 0.8652 0.0 0.0 0.0 0.0 0.7861 0.8544 0.2189 0.2540 0.2725 0.9172 0.0 0.0 0.5744 0.6602 0.7212 0.8057 0.0 0.0 0.0297 0.0302 0.0 0.0 0.1880 0.2082 0.4791 0.5482 0.7035 0.8205 0.4991 0.5488 0.0 0.0 0.3058 0.5425 0.0780 0.0975 0.1653 0.1773 0.0072 0.0073 0.0 0.0 0.7072 0.8397 0.9191 0.9406 0.0 0.0 0.0 0.0 0.0886 0.0967 0.0 0.0 0.2418 0.2659 0.0011 0.0011 0.0 0.0 0.5447 0.6456 0.0 0.0 0.7388 0.9384 0.0 0.0 0.2607 0.3804 0.1331 0.1353 0.7192 0.8221 0.0068 0.0068 0.0 0.0 273.4794 42.315 27.981 13.99
266.8802 3.4091 300 0.3083 0.3558 0.7082 0.0024 0.0024 0.0522 0.0647 0.1714 0.1732 0.3586 0.3672 0.6852 0.7313 0.7510 0.8056 0.5053 0.8493 0.1265 0.1266 0.0 0.0 0.0185 0.0185 0.0 0.0 0.0 0.0 0.7747 0.8800 0.0 0.0 0.0 0.0 0.8450 0.9281 0.7362 0.9082 0.7334 0.8561 0.0 0.0 0.6192 0.7488 0.7426 0.8271 0.0 0.0 0.4378 0.4971 0.0 0.0 0.2755 0.3004 0.5936 0.6728 0.6742 0.7205 0.6024 0.7243 0.0 0.0 0.1303 0.1336 0.1594 0.1668 0.2825 0.3086 0.1350 0.1391 0.0 0.0 0.7335 0.8522 0.9220 0.9511 0.0 0.0 0.0 0.0 0.2204 0.2473 0.0 0.0 0.2929 0.3244 0.1036 0.1074 0.0 0.0 0.6156 0.6777 0.2713 0.3385 0.6563 0.9516 0.0007 0.0007 0.4949 0.6891 0.4033 0.4173 0.7266 0.8048 0.1764 0.1876 0.0 0.0 263.1070 38.1699 31.019 15.51
266.8802 3.4091 300 0.3083 0.3558 0.7082 0.0024 0.0024 0.0522 0.0647 0.1714 0.1732 0.3586 0.3672 0.6852 0.7313 0.7510 0.8056 0.5053 0.8493 0.1265 0.1266 0.0 0.0 0.0185 0.0185 0.0 0.0 0.0 0.0 0.7747 0.8800 0.0 0.0 0.0 0.0 0.8450 0.9281 0.7362 0.9082 0.7334 0.8561 0.0 0.0 0.6192 0.7488 0.7426 0.8271 0.0 0.0 0.4378 0.4971 0.0 0.0 0.2755 0.3004 0.5936 0.6728 0.6742 0.7205 0.6024 0.7243 0.0 0.0 0.1303 0.1336 0.1594 0.1668 0.2825 0.3086 0.1350 0.1391 0.0 0.0 0.7335 0.8522 0.9220 0.9511 0.0 0.0 0.0 0.0 0.2204 0.2473 0.0 0.0 0.2929 0.3244 0.1036 0.1074 0.0 0.0 0.6156 0.6777 0.2713 0.3385 0.6563 0.9516 0.0007 0.0007 0.4949 0.6891 0.4033 0.4173 0.7266 0.8048 0.1764 0.1876 0.0 0.0 263.1070 38.1699 31.019 15.51
254.1773 5.1136 450 0.3578 0.4009 0.7577 0.0361 0.0368 0.0329 0.0333 0.5479 0.6004 0.3921 0.4026 0.6541 0.7832 0.7753 0.8330 0.6163 0.7226 0.5846 0.6029 0.0 0.0 0.1559 0.1776 0.0 0.0 0.0 0.0 0.8008 0.8606 0.0 0.0 0.0 0.0 0.8411 0.9209 0.7739 0.8825 0.7642 0.8904 0.0 0.0 0.6039 0.7029 0.7538 0.8369 0.0 0.0 0.3916 0.4105 0.0 0.0 0.3617 0.4316 0.5612 0.6146 0.7280 0.8496 0.6074 0.6785 0.0 0.0 0.2818 0.3175 0.1533 0.1598 0.2795 0.3027 0.2040 0.2585 0.0550 0.0550 0.7426 0.8426 0.9168 0.9310 0.0 0.0 0.0 0.0 0.3963 0.4820 0.0 0.0 0.3615 0.4101 0.0973 0.0988 0.0 0.0 0.6421 0.7362 0.2018 0.2034 0.8075 0.9372 0.0336 0.0337 0.5872 0.6714 0.4456 0.4772 0.7486 0.8474 0.3206 0.3443 0.3486 0.4687 260.2254 38.7357 30.566 15.283
254.1773 5.1136 450 0.3578 0.4009 0.7577 0.0361 0.0368 0.0329 0.0333 0.5479 0.6004 0.3921 0.4026 0.6541 0.7832 0.7753 0.8330 0.6163 0.7226 0.5846 0.6029 0.0 0.0 0.1559 0.1776 0.0 0.0 0.0 0.0 0.8008 0.8606 0.0 0.0 0.0 0.0 0.8411 0.9209 0.7739 0.8825 0.7642 0.8904 0.0 0.0 0.6039 0.7029 0.7538 0.8369 0.0 0.0 0.3916 0.4105 0.0 0.0 0.3617 0.4316 0.5612 0.6146 0.7280 0.8496 0.6074 0.6785 0.0 0.0 0.2818 0.3175 0.1533 0.1598 0.2795 0.3027 0.2040 0.2585 0.0550 0.0550 0.7426 0.8426 0.9168 0.9310 0.0 0.0 0.0 0.0 0.3963 0.4820 0.0 0.0 0.3615 0.4101 0.0973 0.0988 0.0 0.0 0.6421 0.7362 0.2018 0.2034 0.8075 0.9372 0.0336 0.0337 0.5872 0.6714 0.4456 0.4772 0.7486 0.8474 0.3206 0.3443 0.3486 0.4687 260.2254 38.7357 30.566 15.283
242.1915 6.8182 600 0.3107 0.3362 0.6680 0.0167 0.0170 0.0140 0.0140 0.3741 0.3849 0.4835 0.5785 0.5959 0.6180 0.5917 0.6031 0.5328 0.5565 0.4337 0.4397 0.0 0.0 0.1197 0.1368 0.0 0.0 0.0 0.0 0.8075 0.8628 0.0 0.0 0.0003 0.0003 0.8337 0.9205 0.7650 0.8279 0.6595 0.7001 0.0 0.0 0.5662 0.6071 0.6741 0.8235 0.0 0.0 0.2976 0.3123 0.0 0.0 0.3554 0.4132 0.5655 0.6494 0.6892 0.7304 0.5626 0.6082 0.0 0.0 0.1216 0.1269 0.2523 0.2715 0.1850 0.1901 0.1250 0.1273 0.0 0.0 0.7472 0.8509 0.9183 0.9337 0.0000 0.0000 0.0 0.0 0.0406 0.0421 0.0 0.0 0.3363 0.3800 0.0082 0.0082 0.0 0.0 0.5764 0.6316 0.1441 0.1503 0.8178 0.8834 0.0847 0.0865 0.4685 0.4871 0.2101 0.2252 0.6172 0.6465 0.2857 0.3018 0.2798 0.3332 260.2099 36.0905 32.806 16.403
242.1915 6.8182 600 0.3107 0.3362 0.6680 0.0167 0.0170 0.0140 0.0140 0.3741 0.3849 0.4835 0.5785 0.5959 0.6180 0.5917 0.6031 0.5328 0.5565 0.4337 0.4397 0.0 0.0 0.1197 0.1368 0.0 0.0 0.0 0.0 0.8075 0.8628 0.0 0.0 0.0003 0.0003 0.8337 0.9205 0.7650 0.8279 0.6595 0.7001 0.0 0.0 0.5662 0.6071 0.6741 0.8235 0.0 0.0 0.2976 0.3123 0.0 0.0 0.3554 0.4132 0.5655 0.6494 0.6892 0.7304 0.5626 0.6082 0.0 0.0 0.1216 0.1269 0.2523 0.2715 0.1850 0.1901 0.1250 0.1273 0.0 0.0 0.7472 0.8509 0.9183 0.9337 0.0000 0.0000 0.0 0.0 0.0406 0.0421 0.0 0.0 0.3363 0.3800 0.0082 0.0082 0.0 0.0 0.5764 0.6316 0.1441 0.1503 0.8178 0.8834 0.0847 0.0865 0.4685 0.4871 0.2101 0.2252 0.6172 0.6465 0.2857 0.3018 0.2798 0.3332 260.2099 36.0905 32.806 16.403
231.3152 8.5227 750 0.3796 0.4327 0.7458 0.0942 0.0981 0.0554 0.0570 0.5146 0.5611 0.5243 0.5870 0.7437 0.8780 0.7845 0.8315 0.6613 0.7200 0.6535 0.6704 0.0 0.0 0.1273 0.1389 0.0 0.0 0.0 0.0 0.8115 0.8752 0.0 0.0 0.0025 0.0025 0.8342 0.9278 0.6976 0.9317 0.7667 0.9175 0.0 0.0 0.6146 0.6909 0.7561 0.8653 0.0 0.0 0.2113 0.2261 0.0 0.0 0.3808 0.4614 0.5358 0.5843 0.7334 0.7895 0.6299 0.7090 0.0 0.0 0.3650 0.4786 0.2954 0.3390 0.3965 0.4813 0.2258 0.2603 0.0730 0.0796 0.7586 0.8317 0.8746 0.9570 0.3601 0.4399 0.0 0.0 0.3033 0.3553 0.0 0.0 0.4453 0.5094 0.0684 0.0691 0.0 0.0 0.5209 0.5520 0.4481 0.5190 0.8187 0.9047 0.1599 0.1663 0.7006 0.7595 0.3460 0.3706 0.7394 0.8073 0.3673 0.3993 0.3381 0.6995 256.5861 39.1436 30.248 15.124
231.3152 8.5227 750 0.3796 0.4327 0.7458 0.0942 0.0981 0.0554 0.0570 0.5146 0.5611 0.5243 0.5870 0.7437 0.8780 0.7845 0.8315 0.6613 0.7200 0.6535 0.6704 0.0 0.0 0.1273 0.1389 0.0 0.0 0.0 0.0 0.8115 0.8752 0.0 0.0 0.0025 0.0025 0.8342 0.9278 0.6976 0.9317 0.7667 0.9175 0.0 0.0 0.6146 0.6909 0.7561 0.8653 0.0 0.0 0.2113 0.2261 0.0 0.0 0.3808 0.4614 0.5358 0.5843 0.7334 0.7895 0.6299 0.7090 0.0 0.0 0.3650 0.4786 0.2954 0.3390 0.3965 0.4813 0.2258 0.2603 0.0730 0.0796 0.7586 0.8317 0.8746 0.9570 0.3601 0.4399 0.0 0.0 0.3033 0.3553 0.0 0.0 0.4453 0.5094 0.0684 0.0691 0.0 0.0 0.5209 0.5520 0.4481 0.5190 0.8187 0.9047 0.1599 0.1663 0.7006 0.7595 0.3460 0.3706 0.7394 0.8073 0.3673 0.3993 0.3381 0.6995 256.5861 39.1436 30.248 15.124
220.8278 10.2273 900 0.3968 0.4499 0.7478 0.0992 0.1258 0.0749 0.0774 0.5592 0.5868 0.5433 0.6194 0.7703 0.8598 0.7908 0.8478 0.6838 0.7671 0.7255 0.7560 0.0 0.0 0.3073 0.3721 0.0 0.0 0.0 0.0 0.8097 0.8659 0.0 0.0 0.0107 0.0107 0.8483 0.9140 0.7429 0.9079 0.7866 0.8932 0.0 0.0 0.6185 0.7051 0.7560 0.8712 0.0 0.0 0.4064 0.4411 0.0000 0.0000 0.2999 0.3197 0.4650 0.4808 0.7180 0.7675 0.6441 0.7409 0.0 0.0 0.3138 0.3493 0.3309 0.3917 0.3565 0.4073 0.2139 0.2336 0.0006 0.0006 0.7695 0.8342 0.9307 0.9578 0.2883 0.2905 0.0 0.0 0.3289 0.6495 0.0 0.0 0.5100 0.6669 0.1548 0.1632 0.0 0.0 0.6597 0.7286 0.4399 0.5319 0.8375 0.9265 0.1438 0.1498 0.6824 0.7298 0.3691 0.3995 0.7415 0.8047 0.4194 0.5398 0.4836 0.7101 258.6866 35.6839 33.18 16.59
220.8278 10.2273 900 0.3968 0.4499 0.7478 0.0992 0.1258 0.0749 0.0774 0.5592 0.5868 0.5433 0.6194 0.7703 0.8598 0.7908 0.8478 0.6838 0.7671 0.7255 0.7560 0.0 0.0 0.3073 0.3721 0.0 0.0 0.0 0.0 0.8097 0.8659 0.0 0.0 0.0107 0.0107 0.8483 0.9140 0.7429 0.9079 0.7866 0.8932 0.0 0.0 0.6185 0.7051 0.7560 0.8712 0.0 0.0 0.4064 0.4411 0.0000 0.0000 0.2999 0.3197 0.4650 0.4808 0.7180 0.7675 0.6441 0.7409 0.0 0.0 0.3138 0.3493 0.3309 0.3917 0.3565 0.4073 0.2139 0.2336 0.0006 0.0006 0.7695 0.8342 0.9307 0.9578 0.2883 0.2905 0.0 0.0 0.3289 0.6495 0.0 0.0 0.5100 0.6669 0.1548 0.1632 0.0 0.0 0.6597 0.7286 0.4399 0.5319 0.8375 0.9265 0.1438 0.1498 0.6824 0.7298 0.3691 0.3995 0.7415 0.8047 0.4194 0.5398 0.4836 0.7101 258.6866 35.6839 33.18 16.59
212.2242 11.9318 1050 0.4028 0.4608 0.7402 0.2111 0.2703 0.2115 0.2283 0.6611 0.7539 0.4896 0.5282 0.7320 0.7782 0.7947 0.8901 0.6994 0.8089 0.7071 0.7722 0.0 0.0 0.0921 0.0951 0.0 0.0 0.0 0.0 0.8141 0.8691 0.0 0.0 0.0028 0.0028 0.8448 0.9187 0.7774 0.9030 0.8107 0.9029 0.0 0.0 0.6312 0.7094 0.7676 0.8426 0.0 0.0 0.2634 0.2725 0.0003 0.0003 0.3846 0.4582 0.5522 0.6631 0.7052 0.7457 0.6292 0.7554 0.0 0.0 0.3334 0.3857 0.2859 0.3199 0.3733 0.4290 0.2288 0.2459 0.0193 0.0193 0.7751 0.8724 0.9314 0.9564 0.4665 0.5285 0.0 0.0 0.4044 0.6903 0.0 0.0 0.5361 0.6416 0.0785 0.0792 0.0 0.0 0.5945 0.6356 0.4746 0.7491 0.8454 0.9121 0.1596 0.1667 0.7412 0.8381 0.3407 0.3550 0.7342 0.8034 0.4017 0.4782 0.4371 0.6887 256.0624 37.8004 31.322 15.661
212.2242 11.9318 1050 0.4028 0.4608 0.7402 0.2111 0.2703 0.2115 0.2283 0.6611 0.7539 0.4896 0.5282 0.7320 0.7782 0.7947 0.8901 0.6994 0.8089 0.7071 0.7722 0.0 0.0 0.0921 0.0951 0.0 0.0 0.0 0.0 0.8141 0.8691 0.0 0.0 0.0028 0.0028 0.8448 0.9187 0.7774 0.9030 0.8107 0.9029 0.0 0.0 0.6312 0.7094 0.7676 0.8426 0.0 0.0 0.2634 0.2725 0.0003 0.0003 0.3846 0.4582 0.5522 0.6631 0.7052 0.7457 0.6292 0.7554 0.0 0.0 0.3334 0.3857 0.2859 0.3199 0.3733 0.4290 0.2288 0.2459 0.0193 0.0193 0.7751 0.8724 0.9314 0.9564 0.4665 0.5285 0.0 0.0 0.4044 0.6903 0.0 0.0 0.5361 0.6416 0.0785 0.0792 0.0 0.0 0.5945 0.6356 0.4746 0.7491 0.8454 0.9121 0.1596 0.1667 0.7412 0.8381 0.3407 0.3550 0.7342 0.8034 0.4017 0.4782 0.4371 0.6887 256.0624 37.8004 31.322 15.661
203.7725 13.6364 1200 0.4145 0.4675 0.7651 0.2020 0.2347 0.2461 0.2551 0.6330 0.7072 0.5145 0.5516 0.7623 0.8783 0.7853 0.8577 0.6661 0.7299 0.6715 0.6896 0.0 0.0 0.3147 0.3694 0.0 0.0 0.0 0.0 0.8202 0.8884 0.0 0.0 0.1213 0.1218 0.8510 0.9133 0.7832 0.8865 0.7923 0.9092 0.0 0.0 0.6172 0.6952 0.7689 0.8495 0.0 0.0 0.3460 0.3674 0.0016 0.0016 0.3484 0.3972 0.5131 0.5617 0.7444 0.8296 0.6172 0.7843 0.0 0.0 0.3350 0.4006 0.2296 0.3401 0.3815 0.4589 0.2844 0.3055 0.3374 0.3679 0.7792 0.8669 0.9338 0.9563 0.6079 0.7452 0.0 0.0 0.4287 0.6826 0.0 0.0 0.5591 0.7037 0.1339 0.1397 0.0 0.0 0.5671 0.5975 0.4838 0.5750 0.8253 0.9168 0.1553 0.1597 0.5301 0.5462 0.3599 0.3775 0.7038 0.7477 0.3485 0.3855 0.4492 0.5561 263.6096 40.9476 28.915 14.458
203.7725 13.6364 1200 0.4145 0.4675 0.7651 0.2020 0.2347 0.2461 0.2551 0.6330 0.7072 0.5145 0.5516 0.7623 0.8783 0.7853 0.8577 0.6661 0.7299 0.6715 0.6896 0.0 0.0 0.3147 0.3694 0.0 0.0 0.0 0.0 0.8202 0.8884 0.0 0.0 0.1213 0.1218 0.8510 0.9133 0.7832 0.8865 0.7923 0.9092 0.0 0.0 0.6172 0.6952 0.7689 0.8495 0.0 0.0 0.3460 0.3674 0.0016 0.0016 0.3484 0.3972 0.5131 0.5617 0.7444 0.8296 0.6172 0.7843 0.0 0.0 0.3350 0.4006 0.2296 0.3401 0.3815 0.4589 0.2844 0.3055 0.3374 0.3679 0.7792 0.8669 0.9338 0.9563 0.6079 0.7452 0.0 0.0 0.4287 0.6826 0.0 0.0 0.5591 0.7037 0.1339 0.1397 0.0 0.0 0.5671 0.5975 0.4838 0.5750 0.8253 0.9168 0.1553 0.1597 0.5301 0.5462 0.3599 0.3775 0.7038 0.7477 0.3485 0.3855 0.4492 0.5561 263.6096 40.9476 28.915 14.458
197.2073 15.3409 1350 0.4123 0.4626 0.7551 0.3018 0.3433 0.2564 0.2884 0.6030 0.6625 0.5179 0.5902 0.7446 0.8145 0.7758 0.8640 0.6868 0.7686 0.6821 0.7230 0.0 0.0 0.3550 0.4808 0.0 0.0 0.0 0.0 0.8166 0.8807 0.0 0.0 0.0081 0.0081 0.8454 0.9105 0.7983 0.8845 0.7883 0.8529 0.0138 0.0138 0.5809 0.6330 0.7727 0.8614 0.0 0.0 0.4453 0.4917 0.0021 0.0021 0.2910 0.3136 0.5520 0.6025 0.7318 0.7968 0.6100 0.6584 0.0 0.0 0.1748 0.1786 0.2873 0.3268 0.3441 0.4033 0.3033 0.3515 0.0509 0.0509 0.7733 0.8511 0.9346 0.9568 0.4908 0.6902 0.0 0.0 0.3928 0.6523 0.0 0.0 0.5126 0.6243 0.1093 0.1119 0.0 0.0 0.6632 0.7397 0.4593 0.5236 0.8317 0.9016 0.1913 0.2078 0.7912 0.8498 0.4552 0.4950 0.7526 0.8313 0.3798 0.4402 0.3595 0.4235 263.6521 35.4891 33.362 16.681
197.2073 15.3409 1350 0.4123 0.4626 0.7551 0.3018 0.3433 0.2564 0.2884 0.6030 0.6625 0.5179 0.5902 0.7446 0.8145 0.7758 0.8640 0.6868 0.7686 0.6821 0.7230 0.0 0.0 0.3550 0.4808 0.0 0.0 0.0 0.0 0.8166 0.8807 0.0 0.0 0.0081 0.0081 0.8454 0.9105 0.7983 0.8845 0.7883 0.8529 0.0138 0.0138 0.5809 0.6330 0.7727 0.8614 0.0 0.0 0.4453 0.4917 0.0021 0.0021 0.2910 0.3136 0.5520 0.6025 0.7318 0.7968 0.6100 0.6584 0.0 0.0 0.1748 0.1786 0.2873 0.3268 0.3441 0.4033 0.3033 0.3515 0.0509 0.0509 0.7733 0.8511 0.9346 0.9568 0.4908 0.6902 0.0 0.0 0.3928 0.6523 0.0 0.0 0.5126 0.6243 0.1093 0.1119 0.0 0.0 0.6632 0.7397 0.4593 0.5236 0.8317 0.9016 0.1913 0.2078 0.7912 0.8498 0.4552 0.4950 0.7526 0.8313 0.3798 0.4402 0.3595 0.4235 263.6521 35.4891 33.362 16.681
189.0269 17.0455 1500 0.4332 0.4980 0.7781 0.1700 0.2316 0.3344 0.3605 0.6230 0.7496 0.5006 0.5968 0.7623 0.8521 0.7749 0.8666 0.6932 0.7747 0.7369 0.8059 0.0 0.0 0.4624 0.6292 0.0 0.0 0.0 0.0 0.8077 0.8549 0.0 0.0 0.0153 0.0153 0.8520 0.9010 0.8118 0.8974 0.7909 0.9182 0.0 0.0 0.6246 0.6954 0.7719 0.8407 0.0003 0.0003 0.5216 0.6444 0.0833 0.0836 0.3872 0.4893 0.5788 0.6512 0.7455 0.8241 0.6332 0.6975 0.0 0.0 0.2989 0.3433 0.2660 0.3109 0.3774 0.4440 0.3083 0.3425 0.1780 0.2217 0.7916 0.8833 0.9301 0.9567 0.5798 0.8353 0.0 0.0 0.3710 0.5823 0.0 0.0 0.5395 0.7173 0.2057 0.2212 0.0 0.0 0.6674 0.7403 0.4934 0.6378 0.8369 0.9117 0.2271 0.2509 0.7389 0.8124 0.4491 0.4886 0.7464 0.8127 0.4385 0.5427 0.4008 0.4586 263.6975 39.601 29.898 14.949
189.0269 17.0455 1500 0.4332 0.4980 0.7781 0.1700 0.2316 0.3344 0.3605 0.6230 0.7496 0.5006 0.5968 0.7623 0.8521 0.7749 0.8666 0.6932 0.7747 0.7369 0.8059 0.0 0.0 0.4624 0.6292 0.0 0.0 0.0 0.0 0.8077 0.8549 0.0 0.0 0.0153 0.0153 0.8520 0.9010 0.8118 0.8974 0.7909 0.9182 0.0 0.0 0.6246 0.6954 0.7719 0.8407 0.0003 0.0003 0.5216 0.6444 0.0833 0.0836 0.3872 0.4893 0.5788 0.6512 0.7455 0.8241 0.6332 0.6975 0.0 0.0 0.2989 0.3433 0.2660 0.3109 0.3774 0.4440 0.3083 0.3425 0.1780 0.2217 0.7916 0.8833 0.9301 0.9567 0.5798 0.8353 0.0 0.0 0.3710 0.5823 0.0 0.0 0.5395 0.7173 0.2057 0.2212 0.0 0.0 0.6674 0.7403 0.4934 0.6378 0.8369 0.9117 0.2271 0.2509 0.7389 0.8124 0.4491 0.4886 0.7464 0.8127 0.4385 0.5427 0.4008 0.4586 263.6975 39.601 29.898 14.949
182.2917 18.75 1650 0.4312 0.4903 0.7671 0.3256 0.4720 0.3592 0.3812 0.5980 0.6777 0.4525 0.4835 0.7690 0.8392 0.7286 0.7524 0.6768 0.7543 0.6963 0.7605 0.0 0.0 0.3835 0.4875 0.0 0.0 0.0 0.0 0.8213 0.8774 0.0 0.0 0.1139 0.1304 0.8553 0.9235 0.8322 0.8967 0.7917 0.8499 0.0 0.0 0.6291 0.7060 0.7729 0.8459 0.0 0.0 0.4487 0.5118 0.0092 0.0092 0.3869 0.4644 0.5340 0.5713 0.7298 0.7855 0.6363 0.7148 0.0 0.0 0.3362 0.4240 0.3083 0.3657 0.3901 0.4917 0.3351 0.3797 0.0010 0.0010 0.7913 0.8848 0.9384 0.9598 0.6668 0.8515 0.0 0.0 0.3610 0.6099 0.0 0.0 0.5845 0.7568 0.1859 0.1959 0.0 0.0 0.6547 0.7249 0.4520 0.5346 0.8390 0.9308 0.2360 0.2616 0.7131 0.7491 0.4582 0.5046 0.7428 0.8150 0.3947 0.4739 0.4819 0.6867 263.2345 39.5073 29.969 14.985
182.2917 18.75 1650 0.4312 0.4903 0.7671 0.3256 0.4720 0.3592 0.3812 0.5980 0.6777 0.4525 0.4835 0.7690 0.8392 0.7286 0.7524 0.6768 0.7543 0.6963 0.7605 0.0 0.0 0.3835 0.4875 0.0 0.0 0.0 0.0 0.8213 0.8774 0.0 0.0 0.1139 0.1304 0.8553 0.9235 0.8322 0.8967 0.7917 0.8499 0.0 0.0 0.6291 0.7060 0.7729 0.8459 0.0 0.0 0.4487 0.5118 0.0092 0.0092 0.3869 0.4644 0.5340 0.5713 0.7298 0.7855 0.6363 0.7148 0.0 0.0 0.3362 0.4240 0.3083 0.3657 0.3901 0.4917 0.3351 0.3797 0.0010 0.0010 0.7913 0.8848 0.9384 0.9598 0.6668 0.8515 0.0 0.0 0.3610 0.6099 0.0 0.0 0.5845 0.7568 0.1859 0.1959 0.0 0.0 0.6547 0.7249 0.4520 0.5346 0.8390 0.9308 0.2360 0.2616 0.7131 0.7491 0.4582 0.5046 0.7428 0.8150 0.3947 0.4739 0.4819 0.6867 263.2345 39.5073 29.969 14.985
177.0143 20.4545 1800 0.4462 0.5124 0.7763 0.4211 0.5718 0.3006 0.3090 0.6158 0.6878 0.5617 0.6569 0.7682 0.8636 0.7798 0.8543 0.6888 0.7764 0.6946 0.8167 0.0000 0.0000 0.4288 0.5486 0.0 0.0 0.0 0.0 0.8154 0.8657 0.0 0.0 0.0874 0.0879 0.8499 0.9286 0.7409 0.9321 0.8008 0.8686 0.0000 0.0000 0.6237 0.7001 0.7717 0.8543 0.0 0.0 0.3294 0.3538 0.0238 0.0245 0.3914 0.4806 0.5550 0.6498 0.7297 0.8128 0.6316 0.6876 0.0 0.0 0.2890 0.3429 0.3290 0.4249 0.4101 0.5417 0.2859 0.3361 0.1959 0.2015 0.7867 0.8914 0.9368 0.9538 0.6641 0.8391 0.0 0.0 0.3780 0.4905 0.0 0.0 0.5581 0.7267 0.3170 0.3848 0.0 0.0 0.6836 0.7683 0.5019 0.6065 0.8337 0.9078 0.6120 0.7164 0.7308 0.8056 0.4752 0.5629 0.7135 0.7708 0.4258 0.4720 0.4638 0.5710 268.4079 36.3515 32.571 16.285
177.0143 20.4545 1800 0.4462 0.5124 0.7763 0.4211 0.5718 0.3006 0.3090 0.6158 0.6878 0.5617 0.6569 0.7682 0.8636 0.7798 0.8543 0.6888 0.7764 0.6946 0.8167 0.0000 0.0000 0.4288 0.5486 0.0 0.0 0.0 0.0 0.8154 0.8657 0.0 0.0 0.0874 0.0879 0.8499 0.9286 0.7409 0.9321 0.8008 0.8686 0.0000 0.0000 0.6237 0.7001 0.7717 0.8543 0.0 0.0 0.3294 0.3538 0.0238 0.0245 0.3914 0.4806 0.5550 0.6498 0.7297 0.8128 0.6316 0.6876 0.0 0.0 0.2890 0.3429 0.3290 0.4249 0.4101 0.5417 0.2859 0.3361 0.1959 0.2015 0.7867 0.8914 0.9368 0.9538 0.6641 0.8391 0.0 0.0 0.3780 0.4905 0.0 0.0 0.5581 0.7267 0.3170 0.3848 0.0 0.0 0.6836 0.7683 0.5019 0.6065 0.8337 0.9078 0.6120 0.7164 0.7308 0.8056 0.4752 0.5629 0.7135 0.7708 0.4258 0.4720 0.4638 0.5710 268.4079 36.3515 32.571 16.285
172.3194 22.1591 1950 0.4532 0.5118 0.7670 0.3726 0.5404 0.4230 0.4833 0.6075 0.6655 0.4767 0.5239 0.7698 0.8305 0.7846 0.8295 0.6815 0.7681 0.6658 0.7095 0.0053 0.0053 0.4013 0.5374 0.0 0.0 0.0 0.0 0.8172 0.8771 0.0 0.0 0.2478 0.2499 0.8519 0.9084 0.8358 0.9073 0.8368 0.9022 0.0009 0.0011 0.6100 0.6756 0.7760 0.8670 0.0 0.0 0.4326 0.5097 0.0890 0.0897 0.3821 0.4702 0.5173 0.5586 0.7346 0.8005 0.6278 0.6938 0.0 0.0 0.3093 0.3830 0.3123 0.3692 0.3700 0.4302 0.2871 0.3261 0.4564 0.4682 0.7907 0.8693 0.9383 0.9565 0.6514 0.8387 0.0 0.0 0.4391 0.6297 0.0 0.0 0.5449 0.6606 0.3316 0.3933 0.0 0.0 0.6848 0.7741 0.4360 0.5014 0.8133 0.9153 0.4957 0.5545 0.7163 0.7507 0.4402 0.4683 0.7219 0.7827 0.4073 0.5451 0.4740 0.5910 270.3173 38.5362 30.724 15.362
172.3194 22.1591 1950 0.4532 0.5118 0.7670 0.3726 0.5404 0.4230 0.4833 0.6075 0.6655 0.4767 0.5239 0.7698 0.8305 0.7846 0.8295 0.6815 0.7681 0.6658 0.7095 0.0053 0.0053 0.4013 0.5374 0.0 0.0 0.0 0.0 0.8172 0.8771 0.0 0.0 0.2478 0.2499 0.8519 0.9084 0.8358 0.9073 0.8368 0.9022 0.0009 0.0011 0.6100 0.6756 0.7760 0.8670 0.0 0.0 0.4326 0.5097 0.0890 0.0897 0.3821 0.4702 0.5173 0.5586 0.7346 0.8005 0.6278 0.6938 0.0 0.0 0.3093 0.3830 0.3123 0.3692 0.3700 0.4302 0.2871 0.3261 0.4564 0.4682 0.7907 0.8693 0.9383 0.9565 0.6514 0.8387 0.0 0.0 0.4391 0.6297 0.0 0.0 0.5449 0.6606 0.3316 0.3933 0.0 0.0 0.6848 0.7741 0.4360 0.5014 0.8133 0.9153 0.4957 0.5545 0.7163 0.7507 0.4402 0.4683 0.7219 0.7827 0.4073 0.5451 0.4740 0.5910 270.3173 38.5362 30.724 15.362
166.3146 23.8636 2100 0.4368 0.4994 0.7546 0.3909 0.5769 0.4069 0.4602 0.5854 0.6554 0.5000 0.5704 0.7526 0.8228 0.7681 0.8226 0.7101 0.8167 0.6340 0.6674 0.0 0.0 0.3351 0.3924 0.0311 0.0311 0.0 0.0 0.8198 0.8850 0.0 0.0 0.1640 0.1661 0.8529 0.9099 0.8180 0.9108 0.8326 0.8975 0.0454 0.0586 0.6239 0.6973 0.7764 0.8728 0.0 0.0 0.4918 0.5750 0.0883 0.0891 0.3474 0.3920 0.5562 0.6411 0.7313 0.7903 0.6308 0.7186 0.0 0.0 0.3011 0.3686 0.2975 0.3723 0.3471 0.4026 0.3165 0.3630 0.0985 0.1006 0.7896 0.8600 0.9340 0.9627 0.6837 0.8584 0.0 0.0 0.4079 0.6168 0.0 0.0 0.5654 0.6759 0.2043 0.2191 0.0 0.0 0.6193 0.6625 0.4558 0.5244 0.8410 0.9207 0.2279 0.5244 0.7018 0.7656 0.4335 0.4629 0.7013 0.7518 0.4040 0.4880 0.4896 0.6473 270.1722 38.6423 30.64 15.32
166.3146 23.8636 2100 0.4368 0.4994 0.7546 0.3909 0.5769 0.4069 0.4602 0.5854 0.6554 0.5000 0.5704 0.7526 0.8228 0.7681 0.8226 0.7101 0.8167 0.6340 0.6674 0.0 0.0 0.3351 0.3924 0.0311 0.0311 0.0 0.0 0.8198 0.8850 0.0 0.0 0.1640 0.1661 0.8529 0.9099 0.8180 0.9108 0.8326 0.8975 0.0454 0.0586 0.6239 0.6973 0.7764 0.8728 0.0 0.0 0.4918 0.5750 0.0883 0.0891 0.3474 0.3920 0.5562 0.6411 0.7313 0.7903 0.6308 0.7186 0.0 0.0 0.3011 0.3686 0.2975 0.3723 0.3471 0.4026 0.3165 0.3630 0.0985 0.1006 0.7896 0.8600 0.9340 0.9627 0.6837 0.8584 0.0 0.0 0.4079 0.6168 0.0 0.0 0.5654 0.6759 0.2043 0.2191 0.0 0.0 0.6193 0.6625 0.4558 0.5244 0.8410 0.9207 0.2279 0.5244 0.7018 0.7656 0.4335 0.4629 0.7013 0.7518 0.4040 0.4880 0.4896 0.6473 270.1722 38.6423 30.64 15.32
161.9168 25.5682 2250 0.4427 0.5025 0.7357 0.2953 0.4115 0.4116 0.4530 0.5648 0.6820 0.4637 0.5507 0.7477 0.8050 0.7606 0.8012 0.6993 0.7802 0.6608 0.7065 0.0173 0.0176 0.3429 0.4094 0.0004 0.0004 0.0 0.0 0.8179 0.8747 0.0 0.0 0.6494 0.7738 0.8531 0.9185 0.8423 0.9006 0.7549 0.8132 0.0411 0.0745 0.6098 0.6721 0.7760 0.8609 0.0 0.0 0.3953 0.4556 0.0934 0.0967 0.3595 0.4235 0.5356 0.5916 0.7097 0.7634 0.6274 0.6990 0.0005 0.0006 0.2831 0.3819 0.2815 0.3504 0.3494 0.4065 0.3520 0.3911 0.3398 0.3791 0.7906 0.8834 0.9389 0.9564 0.6154 0.7811 0.0010 0.0010 0.4002 0.5389 0.0 0.0 0.4999 0.5774 0.1593 0.1678 0.0 0.0 0.6042 0.6429 0.4677 0.6248 0.8381 0.9145 0.4133 0.5275 0.6417 0.6965 0.4905 0.5346 0.6592 0.7014 0.3970 0.4811 0.4696 0.6547 273.6898 37.9866 31.169 15.584
161.9168 25.5682 2250 0.4427 0.5025 0.7357 0.2953 0.4115 0.4116 0.4530 0.5648 0.6820 0.4637 0.5507 0.7477 0.8050 0.7606 0.8012 0.6993 0.7802 0.6608 0.7065 0.0173 0.0176 0.3429 0.4094 0.0004 0.0004 0.0 0.0 0.8179 0.8747 0.0 0.0 0.6494 0.7738 0.8531 0.9185 0.8423 0.9006 0.7549 0.8132 0.0411 0.0745 0.6098 0.6721 0.7760 0.8609 0.0 0.0 0.3953 0.4556 0.0934 0.0967 0.3595 0.4235 0.5356 0.5916 0.7097 0.7634 0.6274 0.6990 0.0005 0.0006 0.2831 0.3819 0.2815 0.3504 0.3494 0.4065 0.3520 0.3911 0.3398 0.3791 0.7906 0.8834 0.9389 0.9564 0.6154 0.7811 0.0010 0.0010 0.4002 0.5389 0.0 0.0 0.4999 0.5774 0.1593 0.1678 0.0 0.0 0.6042 0.6429 0.4677 0.6248 0.8381 0.9145 0.4133 0.5275 0.6417 0.6965 0.4905 0.5346 0.6592 0.7014 0.3970 0.4811 0.4696 0.6547 273.6898 37.9866 31.169 15.584
157.8785 27.2727 2400 0.4224 0.4709 0.7318 0.2674 0.3291 0.3851 0.4220 0.5874 0.6890 0.4975 0.5454 0.7475 0.8165 0.7650 0.8296 0.6757 0.7521 0.6496 0.6820 0.0272 0.0272 0.2637 0.3073 0.0344 0.0344 0.0 0.0 0.8130 0.8663 0.0 0.0 0.2313 0.2683 0.8553 0.9160 0.8179 0.8742 0.7662 0.8393 0.0122 0.0148 0.6190 0.6891 0.7778 0.8659 0.0 0.0 0.3641 0.4004 0.0901 0.0912 0.3532 0.4082 0.5577 0.6181 0.7118 0.7621 0.6130 0.6645 0.0 0.0 0.3035 0.3448 0.3018 0.3789 0.3415 0.3952 0.3119 0.3432 0.2032 0.2036 0.7926 0.8754 0.9345 0.9531 0.6284 0.7650 0.0 0.0 0.3788 0.5627 0.0008 0.0008 0.5390 0.6362 0.1034 0.1066 0.0 0.0 0.6283 0.6807 0.4529 0.5500 0.8340 0.8915 0.2279 0.2543 0.6601 0.7832 0.3949 0.4207 0.6614 0.7053 0.3687 0.4175 0.4166 0.5055 273.8276 37.3043 31.739 15.869
157.8785 27.2727 2400 0.4224 0.4709 0.7318 0.2674 0.3291 0.3851 0.4220 0.5874 0.6890 0.4975 0.5454 0.7475 0.8165 0.7650 0.8296 0.6757 0.7521 0.6496 0.6820 0.0272 0.0272 0.2637 0.3073 0.0344 0.0344 0.0 0.0 0.8130 0.8663 0.0 0.0 0.2313 0.2683 0.8553 0.9160 0.8179 0.8742 0.7662 0.8393 0.0122 0.0148 0.6190 0.6891 0.7778 0.8659 0.0 0.0 0.3641 0.4004 0.0901 0.0912 0.3532 0.4082 0.5577 0.6181 0.7118 0.7621 0.6130 0.6645 0.0 0.0 0.3035 0.3448 0.3018 0.3789 0.3415 0.3952 0.3119 0.3432 0.2032 0.2036 0.7926 0.8754 0.9345 0.9531 0.6284 0.7650 0.0 0.0 0.3788 0.5627 0.0008 0.0008 0.5390 0.6362 0.1034 0.1066 0.0 0.0 0.6283 0.6807 0.4529 0.5500 0.8340 0.8915 0.2279 0.2543 0.6601 0.7832 0.3949 0.4207 0.6614 0.7053 0.3687 0.4175 0.4166 0.5055 273.8276 37.3043 31.739 15.869
154.5220 28.9773 2550 0.4504 0.5095 0.7417 0.3770 0.5531 0.4104 0.4791 0.5877 0.6483 0.4892 0.5444 0.7524 0.8401 0.6732 0.7005 0.6704 0.7376 0.6788 0.7003 0.0034 0.0034 0.3673 0.4732 0.0000 0.0000 0.0 0.0 0.8151 0.8744 0.0 0.0 0.5999 0.7516 0.8485 0.9037 0.8375 0.9058 0.8411 0.9054 0.0115 0.0134 0.6082 0.6747 0.7780 0.8568 0.0 0.0 0.4343 0.4759 0.0847 0.0905 0.3703 0.4485 0.5681 0.6464 0.6995 0.7525 0.6105 0.6684 0.0 0.0 0.2269 0.2535 0.3165 0.4118 0.3888 0.4723 0.3485 0.3969 0.3983 0.4088 0.7878 0.8677 0.9377 0.9568 0.6583 0.8091 0.0 0.0 0.4520 0.6354 0.0 0.0 0.5221 0.5974 0.2654 0.2990 0.0 0.0 0.6582 0.7258 0.5245 0.6414 0.8449 0.9340 0.2003 0.2162 0.7006 0.8197 0.5045 0.5531 0.6651 0.7104 0.3951 0.4701 0.5082 0.6675 278.1197 37.9123 31.23 15.615
154.5220 28.9773 2550 0.4504 0.5095 0.7417 0.3770 0.5531 0.4104 0.4791 0.5877 0.6483 0.4892 0.5444 0.7524 0.8401 0.6732 0.7005 0.6704 0.7376 0.6788 0.7003 0.0034 0.0034 0.3673 0.4732 0.0000 0.0000 0.0 0.0 0.8151 0.8744 0.0 0.0 0.5999 0.7516 0.8485 0.9037 0.8375 0.9058 0.8411 0.9054 0.0115 0.0134 0.6082 0.6747 0.7780 0.8568 0.0 0.0 0.4343 0.4759 0.0847 0.0905 0.3703 0.4485 0.5681 0.6464 0.6995 0.7525 0.6105 0.6684 0.0 0.0 0.2269 0.2535 0.3165 0.4118 0.3888 0.4723 0.3485 0.3969 0.3983 0.4088 0.7878 0.8677 0.9377 0.9568 0.6583 0.8091 0.0 0.0 0.4520 0.6354 0.0 0.0 0.5221 0.5974 0.2654 0.2990 0.0 0.0 0.6582 0.7258 0.5245 0.6414 0.8449 0.9340 0.2003 0.2162 0.7006 0.8197 0.5045 0.5531 0.6651 0.7104 0.3951 0.4701 0.5082 0.6675 278.1197 37.9123 31.23 15.615
150.8545 30.6818 2700 0.4638 0.5232 0.7448 0.4149 0.5849 0.3866 0.4152 0.5944 0.6588 0.4804 0.5277 0.7624 0.8232 0.7301 0.7616 0.6871 0.7530 0.7125 0.7416 0.0078 0.0078 0.3431 0.4139 0.1277 0.1278 0.0142 0.0142 0.8111 0.8637 0.0 0.0 0.6270 0.8029 0.8564 0.9205 0.8467 0.8978 0.8332 0.9026 0.0694 0.0913 0.5818 0.6401 0.7778 0.8577 0.0 0.0 0.4099 0.4545 0.1259 0.1309 0.3938 0.4775 0.5224 0.5895 0.7131 0.7764 0.5988 0.6522 0.0001 0.0001 0.2669 0.3125 0.2775 0.3158 0.3570 0.4306 0.3437 0.3705 0.5054 0.5088 0.7952 0.8836 0.9357 0.9528 0.6716 0.8395 0.0 0.0 0.4492 0.6871 0.0103 0.0103 0.5581 0.7212 0.2075 0.2200 0.0 0.0 0.6533 0.7154 0.4681 0.5760 0.8336 0.9220 0.6532 0.7082 0.6845 0.7684 0.4984 0.5412 0.6706 0.7136 0.4098 0.4862 0.4376 0.6375 277.1790 35.8729 33.005 16.503
150.8545 30.6818 2700 0.4638 0.5232 0.7448 0.4149 0.5849 0.3866 0.4152 0.5944 0.6588 0.4804 0.5277 0.7624 0.8232 0.7301 0.7616 0.6871 0.7530 0.7125 0.7416 0.0078 0.0078 0.3431 0.4139 0.1277 0.1278 0.0142 0.0142 0.8111 0.8637 0.0 0.0 0.6270 0.8029 0.8564 0.9205 0.8467 0.8978 0.8332 0.9026 0.0694 0.0913 0.5818 0.6401 0.7778 0.8577 0.0 0.0 0.4099 0.4545 0.1259 0.1309 0.3938 0.4775 0.5224 0.5895 0.7131 0.7764 0.5988 0.6522 0.0001 0.0001 0.2669 0.3125 0.2775 0.3158 0.3570 0.4306 0.3437 0.3705 0.5054 0.5088 0.7952 0.8836 0.9357 0.9528 0.6716 0.8395 0.0 0.0 0.4492 0.6871 0.0103 0.0103 0.5581 0.7212 0.2075 0.2200 0.0 0.0 0.6533 0.7154 0.4681 0.5760 0.8336 0.9220 0.6532 0.7082 0.6845 0.7684 0.4984 0.5412 0.6706 0.7136 0.4098 0.4862 0.4376 0.6375 277.1790 35.8729 33.005 16.503
147.1887 32.3864 2850 0.4562 0.5176 0.7499 0.3147 0.5115 0.3832 0.4230 0.5739 0.6824 0.4980 0.5635 0.7625 0.8311 0.7754 0.8220 0.6636 0.7388 0.6327 0.6818 0.0307 0.0309 0.3973 0.5838 0.1688 0.2462 0.0064 0.0065 0.8091 0.8545 0.0 0.0 0.4260 0.4697 0.8554 0.9200 0.8436 0.9015 0.7923 0.8447 0.0115 0.0163 0.6125 0.6752 0.7767 0.8612 0.0253 0.0253 0.4233 0.4799 0.0917 0.0920 0.3726 0.4461 0.5548 0.6314 0.7057 0.7686 0.6312 0.7082 0.0010 0.0011 0.2748 0.3152 0.3084 0.3715 0.3805 0.4552 0.3157 0.3446 0.4800 0.5144 0.7955 0.8695 0.9352 0.9550 0.6590 0.8180 0.0 0.0 0.4562 0.6359 0.0025 0.0026 0.5518 0.6655 0.1961 0.2059 0.0 0.0 0.6521 0.7157 0.5163 0.6312 0.8234 0.9094 0.5062 0.5544 0.7047 0.8116 0.4906 0.5228 0.6970 0.7441 0.3875 0.4655 0.4472 0.5876 279.9054 38.1393 31.044 15.522
147.1887 32.3864 2850 0.4562 0.5176 0.7499 0.3147 0.5115 0.3832 0.4230 0.5739 0.6824 0.4980 0.5635 0.7625 0.8311 0.7754 0.8220 0.6636 0.7388 0.6327 0.6818 0.0307 0.0309 0.3973 0.5838 0.1688 0.2462 0.0064 0.0065 0.8091 0.8545 0.0 0.0 0.4260 0.4697 0.8554 0.9200 0.8436 0.9015 0.7923 0.8447 0.0115 0.0163 0.6125 0.6752 0.7767 0.8612 0.0253 0.0253 0.4233 0.4799 0.0917 0.0920 0.3726 0.4461 0.5548 0.6314 0.7057 0.7686 0.6312 0.7082 0.0010 0.0011 0.2748 0.3152 0.3084 0.3715 0.3805 0.4552 0.3157 0.3446 0.4800 0.5144 0.7955 0.8695 0.9352 0.9550 0.6590 0.8180 0.0 0.0 0.4562 0.6359 0.0025 0.0026 0.5518 0.6655 0.1961 0.2059 0.0 0.0 0.6521 0.7157 0.5163 0.6312 0.8234 0.9094 0.5062 0.5544 0.7047 0.8116 0.4906 0.5228 0.6970 0.7441 0.3875 0.4655 0.4472 0.5876 279.9054 38.1393 31.044 15.522
144.0002 34.0909 3000 0.4579 0.5119 0.7470 0.3288 0.4212 0.4155 0.4587 0.5664 0.6115 0.5019 0.5491 0.7666 0.8432 0.7700 0.8138 0.6536 0.7139 0.6328 0.6715 0.0093 0.0093 0.3786 0.5092 0.0753 0.0757 0.0001 0.0001 0.8172 0.8714 0.0 0.0 0.4816 0.5030 0.8498 0.9092 0.8454 0.9038 0.8290 0.9104 0.0621 0.0805 0.5994 0.6586 0.7800 0.8703 0.0001 0.0001 0.4678 0.5358 0.1030 0.1081 0.3736 0.4393 0.5001 0.5628 0.7042 0.7678 0.6196 0.6895 0.0 0.0 0.2236 0.2430 0.3358 0.4075 0.3912 0.4803 0.3465 0.4165 0.6758 0.7104 0.7951 0.8702 0.9352 0.9580 0.6629 0.8021 0.0 0.0 0.4145 0.5069 0.0076 0.0079 0.5645 0.7071 0.1981 0.2164 0.0 0.0 0.6493 0.7176 0.4937 0.6052 0.8341 0.9136 0.4952 0.5451 0.7139 0.7945 0.4559 0.5139 0.6729 0.7194 0.3659 0.4452 0.4469 0.5501 280.1736 36.8234 32.153 16.077
144.0002 34.0909 3000 0.4579 0.5119 0.7470 0.3288 0.4212 0.4155 0.4587 0.5664 0.6115 0.5019 0.5491 0.7666 0.8432 0.7700 0.8138 0.6536 0.7139 0.6328 0.6715 0.0093 0.0093 0.3786 0.5092 0.0753 0.0757 0.0001 0.0001 0.8172 0.8714 0.0 0.0 0.4816 0.5030 0.8498 0.9092 0.8454 0.9038 0.8290 0.9104 0.0621 0.0805 0.5994 0.6586 0.7800 0.8703 0.0001 0.0001 0.4678 0.5358 0.1030 0.1081 0.3736 0.4393 0.5001 0.5628 0.7042 0.7678 0.6196 0.6895 0.0 0.0 0.2236 0.2430 0.3358 0.4075 0.3912 0.4803 0.3465 0.4165 0.6758 0.7104 0.7951 0.8702 0.9352 0.9580 0.6629 0.8021 0.0 0.0 0.4145 0.5069 0.0076 0.0079 0.5645 0.7071 0.1981 0.2164 0.0 0.0 0.6493 0.7176 0.4937 0.6052 0.8341 0.9136 0.4952 0.5451 0.7139 0.7945 0.4559 0.5139 0.6729 0.7194 0.3659 0.4452 0.4469 0.5501 280.1736 36.8234 32.153 16.077
141.4193 35.7955 3150 0.4675 0.5331 0.7489 0.3704 0.5255 0.4214 0.4648 0.5893 0.6477 0.5086 0.5802 0.7649 0.8270 0.7735 0.8276 0.6640 0.7292 0.7192 0.7680 0.0149 0.0154 0.3785 0.5178 0.0916 0.0922 0.0167 0.0171 0.8108 0.8634 0.0 0.0 0.5994 0.8496 0.8476 0.9092 0.8516 0.9121 0.8113 0.8712 0.0105 0.0199 0.6043 0.6675 0.7811 0.8693 0.0000 0.0000 0.4347 0.4969 0.1070 0.1081 0.3781 0.4547 0.5389 0.6028 0.6931 0.7491 0.6214 0.6921 0.0 0.0 0.2851 0.3531 0.2948 0.3558 0.3851 0.4808 0.3588 0.4173 0.6898 0.7570 0.7959 0.8764 0.9373 0.9591 0.6432 0.7880 0.0037 0.0038 0.4146 0.5276 0.0039 0.0041 0.5566 0.6895 0.2251 0.2775 0.0 0.0 0.6624 0.7344 0.4962 0.6166 0.8327 0.9188 0.4725 0.5122 0.7125 0.8199 0.5107 0.5741 0.7100 0.7658 0.4285 0.5428 0.4859 0.6669 281.9964 36.3946 32.532 16.266
141.4193 35.7955 3150 0.4675 0.5331 0.7489 0.3704 0.5255 0.4214 0.4648 0.5893 0.6477 0.5086 0.5802 0.7649 0.8270 0.7735 0.8276 0.6640 0.7292 0.7192 0.7680 0.0149 0.0154 0.3785 0.5178 0.0916 0.0922 0.0167 0.0171 0.8108 0.8634 0.0 0.0 0.5994 0.8496 0.8476 0.9092 0.8516 0.9121 0.8113 0.8712 0.0105 0.0199 0.6043 0.6675 0.7811 0.8693 0.0000 0.0000 0.4347 0.4969 0.1070 0.1081 0.3781 0.4547 0.5389 0.6028 0.6931 0.7491 0.6214 0.6921 0.0 0.0 0.2851 0.3531 0.2948 0.3558 0.3851 0.4808 0.3588 0.4173 0.6898 0.7570 0.7959 0.8764 0.9373 0.9591 0.6432 0.7880 0.0037 0.0038 0.4146 0.5276 0.0039 0.0041 0.5566 0.6895 0.2251 0.2775 0.0 0.0 0.6624 0.7344 0.4962 0.6166 0.8327 0.9188 0.4725 0.5122 0.7125 0.8199 0.5107 0.5741 0.7100 0.7658 0.4285 0.5428 0.4859 0.6669 281.9964 36.3946 32.532 16.266
138.7303 37.5 3300 0.4682 0.5301 0.7401 0.4165 0.5639 0.4298 0.4796 0.5885 0.6504 0.4969 0.5593 0.7520 0.8104 0.7611 0.8020 0.6763 0.7483 0.6868 0.7399 0.0328 0.0330 0.3644 0.4825 0.0720 0.0723 0.0178 0.0185 0.8142 0.8672 0.0 0.0 0.6723 0.8515 0.8584 0.9150 0.8475 0.9134 0.7951 0.8452 0.0419 0.0607 0.6106 0.6834 0.7803 0.8661 0.1269 0.1280 0.3923 0.4327 0.1255 0.1312 0.3696 0.4444 0.5111 0.5777 0.6993 0.7533 0.6166 0.6819 0.0005 0.0005 0.3066 0.3736 0.3240 0.3965 0.3605 0.4299 0.3455 0.3997 0.6620 0.7480 0.7966 0.8740 0.9341 0.9557 0.6326 0.7477 0.0 0.0 0.4619 0.6000 0.0118 0.0119 0.5430 0.6829 0.2624 0.3132 0.0 0.0 0.6546 0.7298 0.4836 0.6234 0.8363 0.9148 0.4887 0.5390 0.6828 0.7436 0.4997 0.5364 0.6477 0.6886 0.3813 0.5043 0.4716 0.6418 282.2013 35.8838 32.995 16.498
138.7303 37.5 3300 0.4682 0.5301 0.7401 0.4165 0.5639 0.4298 0.4796 0.5885 0.6504 0.4969 0.5593 0.7520 0.8104 0.7611 0.8020 0.6763 0.7483 0.6868 0.7399 0.0328 0.0330 0.3644 0.4825 0.0720 0.0723 0.0178 0.0185 0.8142 0.8672 0.0 0.0 0.6723 0.8515 0.8584 0.9150 0.8475 0.9134 0.7951 0.8452 0.0419 0.0607 0.6106 0.6834 0.7803 0.8661 0.1269 0.1280 0.3923 0.4327 0.1255 0.1312 0.3696 0.4444 0.5111 0.5777 0.6993 0.7533 0.6166 0.6819 0.0005 0.0005 0.3066 0.3736 0.3240 0.3965 0.3605 0.4299 0.3455 0.3997 0.6620 0.7480 0.7966 0.8740 0.9341 0.9557 0.6326 0.7477 0.0 0.0 0.4619 0.6000 0.0118 0.0119 0.5430 0.6829 0.2624 0.3132 0.0 0.0 0.6546 0.7298 0.4836 0.6234 0.8363 0.9148 0.4887 0.5390 0.6828 0.7436 0.4997 0.5364 0.6477 0.6886 0.3813 0.5043 0.4716 0.6418 282.2013 35.8838 32.995 16.498
136.6205 39.2045 3450 0.4631 0.5211 0.7031 0.3615 0.5416 0.4199 0.4626 0.5735 0.6174 0.5080 0.5614 0.7358 0.7975 0.7374 0.7738 0.6445 0.7072 0.6616 0.6836 0.0174 0.0178 0.3574 0.4383 0.1922 0.1985 0.0167 0.0171 0.8080 0.8592 0.0 0.0 0.7296 0.8141 0.8445 0.9006 0.8331 0.8899 0.7634 0.8085 0.0185 0.0318 0.5779 0.6327 0.7785 0.8582 0.1142 0.1280 0.3583 0.3952 0.1276 0.1301 0.3560 0.4291 0.4954 0.5519 0.6098 0.6473 0.6148 0.6839 0.0006 0.0006 0.3108 0.3614 0.2863 0.3489 0.3553 0.4390 0.3284 0.3813 0.7026 0.7517 0.7965 0.8777 0.9319 0.9552 0.6561 0.7685 0.0018 0.0018 0.4277 0.5562 0.0163 0.0169 0.5463 0.7263 0.2323 0.2764 0.0 0.0 0.6561 0.7270 0.4708 0.5921 0.8371 0.9207 0.4845 0.5353 0.7081 0.8064 0.5040 0.5720 0.6679 0.7102 0.4076 0.5112 0.4992 0.6825 284.8433 38.0052 31.154 15.577
136.6205 39.2045 3450 0.4631 0.5211 0.7031 0.3615 0.5416 0.4199 0.4626 0.5735 0.6174 0.5080 0.5614 0.7358 0.7975 0.7374 0.7738 0.6445 0.7072 0.6616 0.6836 0.0174 0.0178 0.3574 0.4383 0.1922 0.1985 0.0167 0.0171 0.8080 0.8592 0.0 0.0 0.7296 0.8141 0.8445 0.9006 0.8331 0.8899 0.7634 0.8085 0.0185 0.0318 0.5779 0.6327 0.7785 0.8582 0.1142 0.1280 0.3583 0.3952 0.1276 0.1301 0.3560 0.4291 0.4954 0.5519 0.6098 0.6473 0.6148 0.6839 0.0006 0.0006 0.3108 0.3614 0.2863 0.3489 0.3553 0.4390 0.3284 0.3813 0.7026 0.7517 0.7965 0.8777 0.9319 0.9552 0.6561 0.7685 0.0018 0.0018 0.4277 0.5562 0.0163 0.0169 0.5463 0.7263 0.2323 0.2764 0.0 0.0 0.6561 0.7270 0.4708 0.5921 0.8371 0.9207 0.4845 0.5353 0.7081 0.8064 0.5040 0.5720 0.6679 0.7102 0.4076 0.5112 0.4992 0.6825 284.8433 38.0052 31.154 15.577
134.8872 40.9091 3600 0.4573 0.5133 0.7156 0.2843 0.3310 0.4175 0.4579 0.5913 0.6423 0.4957 0.5313 0.7438 0.7975 0.7386 0.7744 0.6728 0.7451 0.6694 0.6989 0.0308 0.0309 0.3325 0.4020 0.0809 0.0816 0.0150 0.0154 0.8083 0.8599 0.0 0.0 0.5422 0.5621 0.8509 0.9050 0.8319 0.9112 0.7886 0.8646 0.0406 0.0743 0.5913 0.6469 0.7796 0.8572 0.1093 0.1280 0.4254 0.4859 0.1428 0.1581 0.3613 0.4298 0.4875 0.5275 0.6480 0.6911 0.6231 0.6980 0.0008 0.0008 0.3079 0.3609 0.3082 0.3604 0.3613 0.4410 0.3320 0.3679 0.6597 0.7595 0.7971 0.8801 0.9329 0.9553 0.6159 0.7513 0.0062 0.0065 0.4296 0.5761 0.0134 0.0142 0.5279 0.6926 0.2390 0.3101 0.0 0.0 0.6494 0.7116 0.4825 0.6310 0.8278 0.9096 0.4826 0.5313 0.6730 0.7506 0.4913 0.5253 0.6531 0.6937 0.3891 0.4927 0.4972 0.6590 285.1348 34.4457 34.373 17.186
134.8872 40.9091 3600 0.4573 0.5133 0.7156 0.2843 0.3310 0.4175 0.4579 0.5913 0.6423 0.4957 0.5313 0.7438 0.7975 0.7386 0.7744 0.6728 0.7451 0.6694 0.6989 0.0308 0.0309 0.3325 0.4020 0.0809 0.0816 0.0150 0.0154 0.8083 0.8599 0.0 0.0 0.5422 0.5621 0.8509 0.9050 0.8319 0.9112 0.7886 0.8646 0.0406 0.0743 0.5913 0.6469 0.7796 0.8572 0.1093 0.1280 0.4254 0.4859 0.1428 0.1581 0.3613 0.4298 0.4875 0.5275 0.6480 0.6911 0.6231 0.6980 0.0008 0.0008 0.3079 0.3609 0.3082 0.3604 0.3613 0.4410 0.3320 0.3679 0.6597 0.7595 0.7971 0.8801 0.9329 0.9553 0.6159 0.7513 0.0062 0.0065 0.4296 0.5761 0.0134 0.0142 0.5279 0.6926 0.2390 0.3101 0.0 0.0 0.6494 0.7116 0.4825 0.6310 0.8278 0.9096 0.4826 0.5313 0.6730 0.7506 0.4913 0.5253 0.6531 0.6937 0.3891 0.4927 0.4972 0.6590 285.1348 34.4457 34.373 17.186
133.1932 42.6136 3750 0.4691 0.5248 0.7292 0.4311 0.5405 0.4222 0.4727 0.5894 0.6436 0.4902 0.5525 0.7428 0.7964 0.7513 0.7915 0.6744 0.7485 0.6478 0.6783 0.0427 0.0436 0.3664 0.4804 0.0733 0.0737 0.0322 0.0331 0.8031 0.8556 0.0 0.0 0.7737 0.8033 0.8487 0.9048 0.8390 0.9013 0.7920 0.8494 0.0365 0.0601 0.5876 0.6445 0.7814 0.8646 0.2067 0.2156 0.3659 0.4069 0.1411 0.1542 0.3685 0.4518 0.5078 0.5582 0.6816 0.7377 0.6215 0.6865 0.0005 0.0005 0.2842 0.3172 0.3046 0.3740 0.3550 0.4190 0.3326 0.3647 0.6216 0.7245 0.7984 0.8787 0.9400 0.9598 0.6138 0.7302 0.0010 0.0010 0.4440 0.5661 0.0196 0.0205 0.5564 0.6973 0.2351 0.2908 0.0 0.0 0.6381 0.7051 0.4514 0.5788 0.8424 0.9091 0.6407 0.7128 0.6688 0.7540 0.4848 0.5158 0.6577 0.6987 0.4077 0.5192 0.4778 0.6048 287.3705 40.1892 29.461 14.73
133.1932 42.6136 3750 0.4691 0.5248 0.7292 0.4311 0.5405 0.4222 0.4727 0.5894 0.6436 0.4902 0.5525 0.7428 0.7964 0.7513 0.7915 0.6744 0.7485 0.6478 0.6783 0.0427 0.0436 0.3664 0.4804 0.0733 0.0737 0.0322 0.0331 0.8031 0.8556 0.0 0.0 0.7737 0.8033 0.8487 0.9048 0.8390 0.9013 0.7920 0.8494 0.0365 0.0601 0.5876 0.6445 0.7814 0.8646 0.2067 0.2156 0.3659 0.4069 0.1411 0.1542 0.3685 0.4518 0.5078 0.5582 0.6816 0.7377 0.6215 0.6865 0.0005 0.0005 0.2842 0.3172 0.3046 0.3740 0.3550 0.4190 0.3326 0.3647 0.6216 0.7245 0.7984 0.8787 0.9400 0.9598 0.6138 0.7302 0.0010 0.0010 0.4440 0.5661 0.0196 0.0205 0.5564 0.6973 0.2351 0.2908 0.0 0.0 0.6381 0.7051 0.4514 0.5788 0.8424 0.9091 0.6407 0.7128 0.6688 0.7540 0.4848 0.5158 0.6577 0.6987 0.4077 0.5192 0.4778 0.6048 287.3705 40.1892 29.461 14.73
132.0165 44.3182 3900 0.4698 0.5283 0.7278 0.4134 0.5486 0.4277 0.4727 0.5747 0.6240 0.4791 0.5409 0.7416 0.8007 0.7595 0.8008 0.6790 0.7593 0.6434 0.6902 0.0492 0.0503 0.4000 0.5579 0.0736 0.0741 0.0471 0.0499 0.8078 0.8612 0.0 0.0 0.7806 0.8071 0.8542 0.9120 0.8413 0.9088 0.8020 0.8562 0.0421 0.0662 0.5936 0.6573 0.7812 0.8635 0.1230 0.1280 0.3921 0.4396 0.1411 0.1576 0.3697 0.4533 0.4895 0.5393 0.6636 0.7159 0.6211 0.6868 0.0004 0.0004 0.2861 0.3248 0.3163 0.3811 0.3631 0.4407 0.3694 0.4224 0.6244 0.7181 0.7985 0.8779 0.9354 0.9559 0.6501 0.7661 0.0025 0.0026 0.4549 0.5910 0.0171 0.0180 0.5513 0.6836 0.2305 0.2838 0.0 0.0 0.6507 0.7203 0.4455 0.5791 0.8417 0.9226 0.6385 0.7099 0.6427 0.7280 0.4705 0.5006 0.6621 0.7032 0.3988 0.5027 0.4858 0.6156 287.1983 37.5109 31.564 15.782
132.0165 44.3182 3900 0.4698 0.5283 0.7278 0.4134 0.5486 0.4277 0.4727 0.5747 0.6240 0.4791 0.5409 0.7416 0.8007 0.7595 0.8008 0.6790 0.7593 0.6434 0.6902 0.0492 0.0503 0.4000 0.5579 0.0736 0.0741 0.0471 0.0499 0.8078 0.8612 0.0 0.0 0.7806 0.8071 0.8542 0.9120 0.8413 0.9088 0.8020 0.8562 0.0421 0.0662 0.5936 0.6573 0.7812 0.8635 0.1230 0.1280 0.3921 0.4396 0.1411 0.1576 0.3697 0.4533 0.4895 0.5393 0.6636 0.7159 0.6211 0.6868 0.0004 0.0004 0.2861 0.3248 0.3163 0.3811 0.3631 0.4407 0.3694 0.4224 0.6244 0.7181 0.7985 0.8779 0.9354 0.9559 0.6501 0.7661 0.0025 0.0026 0.4549 0.5910 0.0171 0.0180 0.5513 0.6836 0.2305 0.2838 0.0 0.0 0.6507 0.7203 0.4455 0.5791 0.8417 0.9226 0.6385 0.7099 0.6427 0.7280 0.4705 0.5006 0.6621 0.7032 0.3988 0.5027 0.4858 0.6156 287.1983 37.5109 31.564 15.782
131.2424 46.0227 4050 0.4617 0.5182 0.7228 0.3318 0.4233 0.4317 0.4787 0.5796 0.6325 0.4926 0.5368 0.7371 0.7911 0.7491 0.7835 0.6548 0.7284 0.6432 0.6893 0.0446 0.0484 0.3555 0.4430 0.0818 0.0824 0.0612 0.0632 0.8079 0.8591 0.0 0.0 0.5153 0.5359 0.8516 0.9092 0.8234 0.9049 0.7778 0.8481 0.0415 0.0698 0.5988 0.6622 0.7813 0.8615 0.1215 0.1280 0.3841 0.4282 0.1411 0.1488 0.3667 0.4511 0.5092 0.5596 0.6635 0.7159 0.6208 0.6870 0.0010 0.0011 0.2921 0.3364 0.3254 0.4089 0.3666 0.4419 0.3575 0.4038 0.6782 0.7538 0.7985 0.8826 0.9354 0.9559 0.6389 0.7550 0.0002 0.0002 0.4504 0.5869 0.0162 0.0169 0.5380 0.6678 0.2229 0.2651 0.0 0.0 0.6353 0.6980 0.4434 0.5594 0.8346 0.9145 0.6404 0.7106 0.6795 0.7695 0.4453 0.4982 0.6494 0.6887 0.3864 0.5155 0.5064 0.6452 286.6093 37.2504 31.785 15.892
131.2424 46.0227 4050 0.4617 0.5182 0.7228 0.3318 0.4233 0.4317 0.4787 0.5796 0.6325 0.4926 0.5368 0.7371 0.7911 0.7491 0.7835 0.6548 0.7284 0.6432 0.6893 0.0446 0.0484 0.3555 0.4430 0.0818 0.0824 0.0612 0.0632 0.8079 0.8591 0.0 0.0 0.5153 0.5359 0.8516 0.9092 0.8234 0.9049 0.7778 0.8481 0.0415 0.0698 0.5988 0.6622 0.7813 0.8615 0.1215 0.1280 0.3841 0.4282 0.1411 0.1488 0.3667 0.4511 0.5092 0.5596 0.6635 0.7159 0.6208 0.6870 0.0010 0.0011 0.2921 0.3364 0.3254 0.4089 0.3666 0.4419 0.3575 0.4038 0.6782 0.7538 0.7985 0.8826 0.9354 0.9559 0.6389 0.7550 0.0002 0.0002 0.4504 0.5869 0.0162 0.0169 0.5380 0.6678 0.2229 0.2651 0.0 0.0 0.6353 0.6980 0.4434 0.5594 0.8346 0.9145 0.6404 0.7106 0.6795 0.7695 0.4453 0.4982 0.6494 0.6887 0.3864 0.5155 0.5064 0.6452 286.6093 37.2504 31.785 15.892
130.3995 47.7273 4200 0.4591 0.5161 0.7173 0.3109 0.3977 0.4324 0.4782 0.5801 0.6358 0.4966 0.5428 0.7349 0.7935 0.7489 0.7823 0.6562 0.7301 0.6227 0.6661 0.0381 0.0383 0.3728 0.4723 0.0839 0.0844 0.0342 0.0353 0.8062 0.8579 0.0 0.0 0.5042 0.5230 0.8522 0.9084 0.8211 0.8988 0.7754 0.8430 0.0406 0.0695 0.5968 0.6608 0.7814 0.8625 0.1174 0.1280 0.3807 0.4262 0.1361 0.1513 0.3657 0.4471 0.4949 0.5409 0.6501 0.7013 0.6232 0.6883 0.0004 0.0004 0.2868 0.3323 0.3198 0.3979 0.3612 0.4326 0.3327 0.3764 0.6367 0.7567 0.7983 0.8790 0.9352 0.9560 0.6390 0.7559 0.0 0.0 0.4450 0.5742 0.0175 0.0182 0.5482 0.6817 0.2297 0.2775 0.0 0.0 0.6461 0.7098 0.4726 0.6015 0.8351 0.9155 0.6406 0.7066 0.6796 0.7674 0.4616 0.5149 0.6358 0.6738 0.3828 0.5080 0.5091 0.6385 287.8637 38.282 30.928 15.464
130.3995 47.7273 4200 0.4591 0.5161 0.7173 0.3109 0.3977 0.4324 0.4782 0.5801 0.6358 0.4966 0.5428 0.7349 0.7935 0.7489 0.7823 0.6562 0.7301 0.6227 0.6661 0.0381 0.0383 0.3728 0.4723 0.0839 0.0844 0.0342 0.0353 0.8062 0.8579 0.0 0.0 0.5042 0.5230 0.8522 0.9084 0.8211 0.8988 0.7754 0.8430 0.0406 0.0695 0.5968 0.6608 0.7814 0.8625 0.1174 0.1280 0.3807 0.4262 0.1361 0.1513 0.3657 0.4471 0.4949 0.5409 0.6501 0.7013 0.6232 0.6883 0.0004 0.0004 0.2868 0.3323 0.3198 0.3979 0.3612 0.4326 0.3327 0.3764 0.6367 0.7567 0.7983 0.8790 0.9352 0.9560 0.6390 0.7559 0.0 0.0 0.4450 0.5742 0.0175 0.0182 0.5482 0.6817 0.2297 0.2775 0.0 0.0 0.6461 0.7098 0.4726 0.6015 0.8351 0.9155 0.6406 0.7066 0.6796 0.7674 0.4616 0.5149 0.6358 0.6738 0.3828 0.5080 0.5091 0.6385 287.8637 38.282 30.928 15.464

Framework versions

  • Transformers 5.0.0
  • Pytorch 2.9.1+cu128
  • Datasets 4.5.0
  • Tokenizers 0.22.2
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Model tree for AllanK24/mask2former-swin-large-apple-dms-run4

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facebook/mask2former-swin-large-ade-semantic
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