generated_from_trainer

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distilbert-base-cased-finetuned-ner-test

This model is a fine-tuned version of distilbert-base-cased on an unknown dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
No log 1.0 9 0.6413 0.0 0.0 0.0 0.8832
No log 2.0 18 0.5973 0.0 0.0 0.0 0.8832
No log 3.0 27 0.5139 0.0 0.0 0.0 0.8832
No log 4.0 36 0.4620 0.2354 0.0598 0.0954 0.8859
No log 5.0 45 0.4293 0.3225 0.0995 0.1520 0.8943
No log 6.0 54 0.3842 0.4036 0.2005 0.2679 0.9086
No log 7.0 63 0.3360 0.3802 0.3005 0.3357 0.9110
No log 8.0 72 0.3121 0.4072 0.3402 0.3707 0.9157
No log 9.0 81 0.2932 0.4492 0.3630 0.4015 0.9187
No log 10.0 90 0.2897 0.4596 0.3968 0.4259 0.9215
No log 11.0 99 0.2838 0.5115 0.4111 0.4559 0.9250
No log 12.0 108 0.2715 0.4724 0.4582 0.4652 0.9251
No log 13.0 117 0.2846 0.5373 0.4116 0.4661 0.9274
No log 14.0 126 0.2675 0.5003 0.4958 0.4980 0.9282
No log 15.0 135 0.2857 0.5200 0.4751 0.4965 0.9297
No log 16.0 144 0.2686 0.5235 0.4899 0.5061 0.9296
No log 17.0 153 0.2883 0.5426 0.4958 0.5181 0.9323
No log 18.0 162 0.2702 0.5124 0.5339 0.5229 0.9314
No log 19.0 171 0.2920 0.5563 0.4889 0.5204 0.9330
No log 20.0 180 0.2817 0.5480 0.4984 0.5220 0.9333
No log 21.0 189 0.2836 0.5570 0.5270 0.5416 0.9336
No log 22.0 198 0.2872 0.5151 0.5492 0.5316 0.9324
No log 23.0 207 0.2902 0.5401 0.5772 0.5581 0.9335
No log 24.0 216 0.2960 0.5326 0.5450 0.5387 0.9339
No log 25.0 225 0.3013 0.5674 0.5370 0.5518 0.9353
No log 26.0 234 0.3000 0.5999 0.5196 0.5568 0.9375
No log 27.0 243 0.2974 0.5785 0.5286 0.5524 0.9362
No log 28.0 252 0.2950 0.5561 0.5714 0.5637 0.9358
No log 29.0 261 0.2968 0.5744 0.5640 0.5691 0.9370
No log 30.0 270 0.2969 0.5684 0.5672 0.5678 0.9372
No log 31.0 279 0.3129 0.5689 0.5614 0.5651 0.9368
No log 32.0 288 0.2970 0.5676 0.5772 0.5724 0.9371
No log 33.0 297 0.2977 0.5728 0.5825 0.5776 0.9383
No log 34.0 306 0.3178 0.5563 0.5545 0.5554 0.9369
No log 35.0 315 0.3214 0.5737 0.5683 0.5710 0.9382
No log 36.0 324 0.3297 0.5618 0.5487 0.5551 0.9378
No log 37.0 333 0.3175 0.6110 0.5328 0.5692 0.9378
No log 38.0 342 0.3313 0.6166 0.5259 0.5677 0.9389
No log 39.0 351 0.3154 0.5944 0.5646 0.5791 0.9388
No log 40.0 360 0.3268 0.5859 0.5593 0.5723 0.9390
No log 41.0 369 0.3147 0.5532 0.5910 0.5715 0.9382
No log 42.0 378 0.3190 0.5631 0.5831 0.5729 0.9377
No log 43.0 387 0.3200 0.5581 0.5667 0.5624 0.9376
No log 44.0 396 0.3267 0.5878 0.5794 0.5835 0.9393
No log 45.0 405 0.3314 0.5934 0.5767 0.5849 0.9402
No log 46.0 414 0.3373 0.6108 0.5630 0.5859 0.9399
No log 47.0 423 0.3230 0.5762 0.5841 0.5801 0.9389
No log 48.0 432 0.3257 0.5594 0.6058 0.5817 0.9383
No log 49.0 441 0.3395 0.5975 0.5640 0.5803 0.9404
No log 50.0 450 0.3253 0.5778 0.5873 0.5825 0.9392
No log 51.0 459 0.3328 0.5650 0.5841 0.5744 0.9384
No log 52.0 468 0.3426 0.5965 0.5529 0.5739 0.9399
No log 53.0 477 0.3385 0.6008 0.5804 0.5904 0.9411
No log 54.0 486 0.3452 0.5848 0.5894 0.5871 0.9400
No log 55.0 495 0.3478 0.6094 0.5778 0.5932 0.9405
0.1368 56.0 504 0.3482 0.5861 0.5799 0.5830 0.9393
0.1368 57.0 513 0.3402 0.5891 0.5963 0.5927 0.9394
0.1368 58.0 522 0.3457 0.5855 0.5831 0.5843 0.9397
0.1368 59.0 531 0.3425 0.6 0.5905 0.5952 0.9403
0.1368 60.0 540 0.3415 0.5776 0.5947 0.5860 0.9392
0.1368 61.0 549 0.3490 0.5739 0.5857 0.5797 0.9385
0.1368 62.0 558 0.3551 0.5711 0.5968 0.5837 0.9399
0.1368 63.0 567 0.3496 0.5807 0.6074 0.5937 0.9411
0.1368 64.0 576 0.3485 0.5882 0.5820 0.5851 0.9404
0.1368 65.0 585 0.3535 0.6026 0.5704 0.5860 0.9407
0.1368 66.0 594 0.3503 0.5740 0.6116 0.5922 0.9394
0.1368 67.0 603 0.3575 0.5853 0.5921 0.5886 0.9395
0.1368 68.0 612 0.3528 0.5927 0.5751 0.5838 0.9394
0.1368 69.0 621 0.3500 0.5748 0.5995 0.5869 0.9398
0.1368 70.0 630 0.3586 0.5864 0.5762 0.5813 0.9392
0.1368 71.0 639 0.3487 0.5592 0.6143 0.5855 0.9369
0.1368 72.0 648 0.3587 0.5886 0.5905 0.5895 0.9392
0.1368 73.0 657 0.3749 0.6253 0.5651 0.5937 0.9413
0.1368 74.0 666 0.3573 0.5633 0.6101 0.5857 0.9389
0.1368 75.0 675 0.3625 0.5484 0.6169 0.5807 0.9378
0.1368 76.0 684 0.3716 0.5853 0.5921 0.5886 0.9388
0.1368 77.0 693 0.3759 0.6053 0.5841 0.5945 0.9407
0.1368 78.0 702 0.3607 0.6038 0.5741 0.5886 0.9407
0.1368 79.0 711 0.3636 0.5728 0.6037 0.5878 0.9399
0.1368 80.0 720 0.3705 0.6036 0.5794 0.5913 0.9408
0.1368 81.0 729 0.3648 0.5757 0.6058 0.5904 0.9390
0.1368 82.0 738 0.3511 0.5810 0.6032 0.5919 0.9401
0.1368 83.0 747 0.3761 0.6107 0.5778 0.5938 0.9418
0.1368 84.0 756 0.3671 0.5841 0.5841 0.5841 0.9400
0.1368 85.0 765 0.3583 0.5795 0.6016 0.5903 0.9398
0.1368 86.0 774 0.3691 0.5955 0.6005 0.5980 0.9413
0.1368 87.0 783 0.3632 0.5872 0.5899 0.5885 0.9401
0.1368 88.0 792 0.3793 0.6056 0.5825 0.5939 0.9419
0.1368 89.0 801 0.3778 0.5933 0.5852 0.5892 0.9404
0.1368 90.0 810 0.3830 0.5719 0.5995 0.5854 0.9396
0.1368 91.0 819 0.3803 0.6123 0.5757 0.5934 0.9414
0.1368 92.0 828 0.3751 0.5888 0.5963 0.5925 0.9400
0.1368 93.0 837 0.3857 0.5927 0.5937 0.5932 0.9402
0.1368 94.0 846 0.3991 0.6018 0.5757 0.5884 0.9400
0.1368 95.0 855 0.3861 0.5831 0.6032 0.5930 0.9387
0.1368 96.0 864 0.3797 0.5853 0.6011 0.5931 0.9391
0.1368 97.0 873 0.3836 0.5946 0.5937 0.5941 0.9406
0.1368 98.0 882 0.3731 0.5962 0.6085 0.6023 0.9407
0.1368 99.0 891 0.3695 0.5991 0.6111 0.6050 0.9406
0.1368 100.0 900 0.3943 0.6039 0.5720 0.5875 0.9407
0.1368 101.0 909 0.3859 0.5947 0.5884 0.5915 0.9401
0.1368 102.0 918 0.3719 0.5947 0.6048 0.5997 0.9397
0.1368 103.0 927 0.3752 0.5807 0.6222 0.6008 0.9399
0.1368 104.0 936 0.3913 0.6063 0.5915 0.5988 0.9410
0.1368 105.0 945 0.3911 0.5728 0.6095 0.5906 0.9384
0.1368 106.0 954 0.3929 0.6053 0.5884 0.5967 0.9409
0.1368 107.0 963 0.3901 0.5633 0.6122 0.5867 0.9380
0.1368 108.0 972 0.3977 0.6226 0.5831 0.6022 0.9415
0.1368 109.0 981 0.3833 0.5564 0.6233 0.5880 0.9377
0.1368 110.0 990 0.3910 0.6008 0.5899 0.5953 0.9413
0.1368 111.0 999 0.3796 0.5944 0.5878 0.5911 0.9407
0.0066 112.0 1008 0.3934 0.6009 0.5974 0.5991 0.9408
0.0066 113.0 1017 0.3943 0.5832 0.5915 0.5873 0.9397
0.0066 114.0 1026 0.3992 0.6075 0.5905 0.5989 0.9411
0.0066 115.0 1035 0.3948 0.6099 0.5974 0.6036 0.9417
0.0066 116.0 1044 0.3844 0.5907 0.6153 0.6027 0.9407
0.0066 117.0 1053 0.3867 0.5931 0.6053 0.5991 0.9408
0.0066 118.0 1062 0.3856 0.5927 0.6106 0.6015 0.9407
0.0066 119.0 1071 0.3936 0.6173 0.5847 0.6005 0.9420
0.0066 120.0 1080 0.3881 0.5785 0.6259 0.6013 0.9415
0.0066 121.0 1089 0.3974 0.6332 0.5735 0.6019 0.9427
0.0066 122.0 1098 0.3836 0.5663 0.6233 0.5935 0.9392
0.0066 123.0 1107 0.3798 0.6102 0.5947 0.6024 0.9423
0.0066 124.0 1116 0.3831 0.5782 0.6101 0.5937 0.9401
0.0066 125.0 1125 0.3935 0.6162 0.5852 0.6003 0.9417
0.0066 126.0 1134 0.3940 0.5912 0.6021 0.5966 0.9406
0.0066 127.0 1143 0.3950 0.5914 0.5989 0.5952 0.9406
0.0066 128.0 1152 0.3896 0.6064 0.5984 0.6024 0.9406
0.0066 129.0 1161 0.3922 0.6077 0.6058 0.6068 0.9414
0.0066 130.0 1170 0.3908 0.5849 0.6233 0.6035 0.9403
0.0066 131.0 1179 0.3977 0.6275 0.5873 0.6067 0.9421
0.0066 132.0 1188 0.3967 0.5985 0.6011 0.5998 0.9411
0.0066 133.0 1197 0.3952 0.5938 0.5979 0.5958 0.9407
0.0066 134.0 1206 0.4015 0.5884 0.6005 0.5944 0.9407
0.0066 135.0 1215 0.3964 0.5892 0.5995 0.5943 0.9408
0.0066 136.0 1224 0.4038 0.6024 0.5899 0.5961 0.9416
0.0066 137.0 1233 0.4010 0.5946 0.5984 0.5965 0.9415
0.0066 138.0 1242 0.3984 0.6036 0.5963 0.5999 0.9419
0.0066 139.0 1251 0.3977 0.6218 0.5915 0.6063 0.9429
0.0066 140.0 1260 0.4087 0.6307 0.5910 0.6102 0.9429
0.0066 141.0 1269 0.4020 0.6008 0.6005 0.6007 0.9413
0.0066 142.0 1278 0.3921 0.5814 0.6122 0.5964 0.9407
0.0066 143.0 1287 0.3962 0.6086 0.5958 0.6021 0.9421
0.0066 144.0 1296 0.3875 0.5814 0.6085 0.5946 0.9405
0.0066 145.0 1305 0.3938 0.6204 0.5984 0.6092 0.9428
0.0066 146.0 1314 0.3869 0.5872 0.6286 0.6072 0.9390
0.0066 147.0 1323 0.4102 0.6274 0.5720 0.5984 0.9422
0.0066 148.0 1332 0.3789 0.5903 0.6206 0.6051 0.9416
0.0066 149.0 1341 0.3783 0.6149 0.5905 0.6024 0.9427
0.0066 150.0 1350 0.3902 0.6040 0.6053 0.6047 0.9422
0.0066 151.0 1359 0.3955 0.6128 0.5937 0.6031 0.9423
0.0066 152.0 1368 0.3840 0.5799 0.6180 0.5984 0.9406
0.0066 153.0 1377 0.3942 0.5875 0.6095 0.5983 0.9411
0.0066 154.0 1386 0.4000 0.6151 0.5894 0.6020 0.9418
0.0066 155.0 1395 0.3940 0.5936 0.5958 0.5947 0.9408
0.0066 156.0 1404 0.3967 0.6111 0.5952 0.6031 0.9423
0.0066 157.0 1413 0.3939 0.6056 0.6053 0.6055 0.9420
0.0066 158.0 1422 0.3935 0.6053 0.6053 0.6053 0.9414
0.0066 159.0 1431 0.3981 0.6142 0.6048 0.6094 0.9418
0.0066 160.0 1440 0.4030 0.5978 0.6095 0.6036 0.9416
0.0066 161.0 1449 0.4128 0.6272 0.5910 0.6086 0.9422
0.0066 162.0 1458 0.4068 0.5901 0.6101 0.5999 0.9410
0.0066 163.0 1467 0.4083 0.6037 0.6021 0.6029 0.9414
0.0066 164.0 1476 0.4084 0.6135 0.6005 0.6070 0.9416
0.0066 165.0 1485 0.4060 0.5861 0.6143 0.5998 0.9408
0.0066 166.0 1494 0.4123 0.6210 0.5947 0.6076 0.9417
0.0031 167.0 1503 0.4073 0.5969 0.6079 0.6024 0.9411
0.0031 168.0 1512 0.4043 0.6017 0.5995 0.6006 0.9414
0.0031 169.0 1521 0.4026 0.5998 0.5915 0.5956 0.9416
0.0031 170.0 1530 0.4069 0.5992 0.6042 0.6017 0.9416
0.0031 171.0 1539 0.4103 0.6134 0.5926 0.6028 0.9423
0.0031 172.0 1548 0.4083 0.6019 0.6063 0.6041 0.9416
0.0031 173.0 1557 0.4061 0.5869 0.6090 0.5978 0.9406
0.0031 174.0 1566 0.4005 0.6006 0.6016 0.6011 0.9414
0.0031 175.0 1575 0.4035 0.6065 0.5905 0.5984 0.9418
0.0031 176.0 1584 0.4066 0.5987 0.6016 0.6002 0.9416
0.0031 177.0 1593 0.4174 0.6148 0.5963 0.6054 0.9421
0.0031 178.0 1602 0.4154 0.6116 0.6032 0.6074 0.9418
0.0031 179.0 1611 0.4120 0.5866 0.6111 0.5986 0.9409
0.0031 180.0 1620 0.4121 0.5843 0.6016 0.5928 0.9407
0.0031 181.0 1629 0.4157 0.6049 0.5905 0.5976 0.9406
0.0031 182.0 1638 0.4183 0.5832 0.5974 0.5902 0.9393
0.0031 183.0 1647 0.4336 0.6198 0.5831 0.6009 0.9420
0.0031 184.0 1656 0.4149 0.5911 0.5958 0.5934 0.9406
0.0031 185.0 1665 0.4124 0.6117 0.5942 0.6028 0.9426
0.0031 186.0 1674 0.4108 0.5859 0.5952 0.5906 0.9406
0.0031 187.0 1683 0.4043 0.5938 0.5926 0.5932 0.9413
0.0031 188.0 1692 0.4047 0.5878 0.5968 0.5923 0.9403
0.0031 189.0 1701 0.4106 0.5995 0.5947 0.5971 0.9415
0.0031 190.0 1710 0.4031 0.5937 0.6101 0.6018 0.9410
0.0031 191.0 1719 0.4121 0.6067 0.6 0.6034 0.9414
0.0031 192.0 1728 0.4143 0.6015 0.6021 0.6018 0.9415
0.0031 193.0 1737 0.4124 0.5980 0.5958 0.5969 0.9414
0.0031 194.0 1746 0.4101 0.6033 0.5995 0.6014 0.9405
0.0031 195.0 1755 0.4161 0.6046 0.5963 0.6004 0.9414
0.0031 196.0 1764 0.4194 0.6128 0.5894 0.6009 0.9416
0.0031 197.0 1773 0.4113 0.5994 0.6127 0.6060 0.9411
0.0031 198.0 1782 0.4106 0.5915 0.6122 0.6017 0.9408
0.0031 199.0 1791 0.4118 0.6161 0.5937 0.6047 0.9424
0.0031 200.0 1800 0.4160 0.6281 0.5852 0.6059 0.9428
0.0031 201.0 1809 0.4103 0.6117 0.5968 0.6042 0.9425
0.0031 202.0 1818 0.4082 0.6149 0.5947 0.6046 0.9423
0.0031 203.0 1827 0.4017 0.5924 0.6222 0.6070 0.9411
0.0031 204.0 1836 0.4067 0.6166 0.5989 0.6076 0.9427
0.0031 205.0 1845 0.4024 0.5958 0.6090 0.6023 0.9418
0.0031 206.0 1854 0.4015 0.6165 0.6048 0.6106 0.9431
0.0031 207.0 1863 0.3951 0.6011 0.6180 0.6094 0.9424
0.0031 208.0 1872 0.4024 0.6170 0.6069 0.6119 0.9437
0.0031 209.0 1881 0.3998 0.6005 0.6116 0.6060 0.9426
0.0031 210.0 1890 0.4037 0.6025 0.6048 0.6036 0.9423
0.0031 211.0 1899 0.4077 0.6057 0.6005 0.6031 0.9426
0.0031 212.0 1908 0.4113 0.5994 0.6016 0.6005 0.9422
0.0031 213.0 1917 0.4144 0.6154 0.5995 0.6073 0.9432
0.0031 214.0 1926 0.4179 0.6159 0.5931 0.6043 0.9429
0.0031 215.0 1935 0.4122 0.5954 0.6175 0.6062 0.9414
0.0031 216.0 1944 0.4150 0.6140 0.6069 0.6104 0.9428
0.0031 217.0 1953 0.4171 0.6143 0.6016 0.6079 0.9422
0.0031 218.0 1962 0.4203 0.6278 0.6016 0.6144 0.9430
0.0031 219.0 1971 0.4088 0.5902 0.6196 0.6045 0.9404
0.0031 220.0 1980 0.4147 0.6228 0.6090 0.6158 0.9428
0.0031 221.0 1989 0.4195 0.6251 0.5921 0.6082 0.9421
0.0031 222.0 1998 0.4235 0.6021 0.6069 0.6045 0.9408
0.002 223.0 2007 0.4109 0.6191 0.6106 0.6148 0.9415
0.002 224.0 2016 0.4054 0.6091 0.6011 0.6051 0.9413
0.002 225.0 2025 0.4150 0.6167 0.5984 0.6074 0.9421
0.002 226.0 2034 0.4189 0.6010 0.6106 0.6058 0.9412
0.002 227.0 2043 0.4529 0.6398 0.5714 0.6037 0.9417
0.002 228.0 2052 0.4175 0.5568 0.6328 0.5924 0.9368
0.002 229.0 2061 0.4229 0.6254 0.5751 0.5992 0.9424
0.002 230.0 2070 0.4120 0.5737 0.6159 0.5940 0.9393
0.002 231.0 2079 0.4194 0.6179 0.5921 0.6047 0.9420
0.002 232.0 2088 0.4177 0.6092 0.6005 0.6048 0.9420
0.002 233.0 2097 0.4138 0.5956 0.6048 0.6002 0.9404
0.002 234.0 2106 0.4081 0.5916 0.6032 0.5973 0.9405
0.002 235.0 2115 0.4129 0.6303 0.5873 0.6081 0.9431
0.002 236.0 2124 0.4062 0.5895 0.6079 0.5986 0.9403
0.002 237.0 2133 0.4056 0.5953 0.6063 0.6008 0.9406
0.002 238.0 2142 0.4076 0.6083 0.6005 0.6044 0.9412
0.002 239.0 2151 0.4087 0.6096 0.6048 0.6072 0.9420
0.002 240.0 2160 0.4143 0.6094 0.6026 0.6060 0.9424
0.002 241.0 2169 0.4202 0.6205 0.5873 0.6034 0.9428
0.002 242.0 2178 0.4157 0.6133 0.5984 0.6058 0.9423
0.002 243.0 2187 0.4173 0.6083 0.5958 0.6020 0.9423
0.002 244.0 2196 0.4275 0.6001 0.5931 0.5966 0.9415
0.002 245.0 2205 0.4288 0.6192 0.5963 0.6075 0.9426
0.002 246.0 2214 0.4250 0.6218 0.5862 0.6035 0.9421
0.002 247.0 2223 0.4169 0.6177 0.6053 0.6114 0.9418
0.002 248.0 2232 0.4143 0.6061 0.6122 0.6091 0.9410
0.002 249.0 2241 0.4108 0.6027 0.6116 0.6071 0.9410
0.002 250.0 2250 0.4127 0.6095 0.6095 0.6095 0.9420
0.002 251.0 2259 0.4183 0.6216 0.5989 0.6101 0.9428
0.002 252.0 2268 0.4212 0.6195 0.5910 0.6049 0.9421
0.002 253.0 2277 0.4133 0.5808 0.6159 0.5978 0.9399
0.002 254.0 2286 0.4147 0.6068 0.5937 0.6002 0.9416
0.002 255.0 2295 0.4170 0.6205 0.5857 0.6026 0.9427
0.002 256.0 2304 0.4153 0.6170 0.5942 0.6054 0.9428
0.002 257.0 2313 0.4102 0.5975 0.6111 0.6042 0.9415
0.002 258.0 2322 0.4097 0.6187 0.6 0.6092 0.9423
0.002 259.0 2331 0.4074 0.6034 0.6085 0.6059 0.9411
0.002 260.0 2340 0.4109 0.6179 0.6032 0.6104 0.9425
0.002 261.0 2349 0.4122 0.6142 0.6048 0.6094 0.9429
0.002 262.0 2358 0.4171 0.6302 0.5905 0.6097 0.9432
0.002 263.0 2367 0.4198 0.6044 0.6005 0.6024 0.9421
0.002 264.0 2376 0.4131 0.5934 0.6138 0.6034 0.9414
0.002 265.0 2385 0.4067 0.6200 0.5974 0.6085 0.9416
0.002 266.0 2394 0.4041 0.6133 0.6101 0.6117 0.9425
0.002 267.0 2403 0.4070 0.6001 0.6185 0.6092 0.9424
0.002 268.0 2412 0.4135 0.6149 0.6101 0.6125 0.9429
0.002 269.0 2421 0.4155 0.6298 0.6021 0.6156 0.9432
0.002 270.0 2430 0.4159 0.6220 0.6042 0.6130 0.9428
0.002 271.0 2439 0.4106 0.5896 0.6164 0.6027 0.9412
0.002 272.0 2448 0.4162 0.6117 0.6143 0.6130 0.9422
0.002 273.0 2457 0.4163 0.6198 0.6106 0.6151 0.9428
0.002 274.0 2466 0.4086 0.6125 0.6122 0.6123 0.9424
0.002 275.0 2475 0.4162 0.6277 0.6058 0.6166 0.9428
0.002 276.0 2484 0.4113 0.6023 0.6153 0.6087 0.9422
0.002 277.0 2493 0.4152 0.6152 0.6005 0.6078 0.9423
0.0019 278.0 2502 0.4149 0.6172 0.5989 0.6079 0.9417
0.0019 279.0 2511 0.4087 0.6065 0.6116 0.6091 0.9410
0.0019 280.0 2520 0.4107 0.6066 0.6069 0.6067 0.9411
0.0019 281.0 2529 0.4135 0.6201 0.5968 0.6083 0.9423
0.0019 282.0 2538 0.4134 0.6176 0.6016 0.6095 0.9425
0.0019 283.0 2547 0.4099 0.5772 0.6228 0.5991 0.9402
0.0019 284.0 2556 0.4114 0.6113 0.6058 0.6086 0.9428
0.0019 285.0 2565 0.4152 0.6461 0.5942 0.6191 0.9440
0.0019 286.0 2574 0.4017 0.6182 0.6159 0.6170 0.9428
0.0019 287.0 2583 0.4020 0.6063 0.6169 0.6116 0.9420
0.0019 288.0 2592 0.4123 0.6019 0.6111 0.6065 0.9422
0.0019 289.0 2601 0.4187 0.6166 0.6042 0.6104 0.9428
0.0019 290.0 2610 0.4205 0.6218 0.5889 0.6049 0.9425
0.0019 291.0 2619 0.4187 0.6180 0.5889 0.6031 0.9424
0.0019 292.0 2628 0.4185 0.6123 0.5899 0.6009 0.9419
0.0019 293.0 2637 0.4183 0.6153 0.5942 0.6046 0.9425
0.0019 294.0 2646 0.4194 0.6300 0.5847 0.6065 0.9430
0.0019 295.0 2655 0.4195 0.6281 0.5915 0.6093 0.9432
0.0019 296.0 2664 0.4134 0.6171 0.6037 0.6103 0.9427
0.0019 297.0 2673 0.4127 0.6121 0.6153 0.6137 0.9424
0.0019 298.0 2682 0.4152 0.6119 0.6132 0.6126 0.9423
0.0019 299.0 2691 0.4242 0.6227 0.5974 0.6098 0.9429
0.0019 300.0 2700 0.4220 0.6189 0.6032 0.6109 0.9426
0.0019 301.0 2709 0.4231 0.6095 0.6095 0.6095 0.9421
0.0019 302.0 2718 0.4246 0.5891 0.6085 0.5986 0.9406
0.0019 303.0 2727 0.4277 0.6074 0.6058 0.6066 0.9411
0.0019 304.0 2736 0.4294 0.6035 0.5968 0.6002 0.9408
0.0019 305.0 2745 0.4304 0.6099 0.5947 0.6022 0.9413
0.0019 306.0 2754 0.4282 0.6198 0.5884 0.6037 0.9417
0.0019 307.0 2763 0.4207 0.5769 0.6153 0.5955 0.9390
0.0019 308.0 2772 0.4196 0.5999 0.6116 0.6057 0.9408
0.0019 309.0 2781 0.4265 0.6136 0.5889 0.6010 0.9419
0.0019 310.0 2790 0.4259 0.5965 0.6053 0.6008 0.9405
0.0019 311.0 2799 0.4249 0.5989 0.6074 0.6031 0.9404
0.0019 312.0 2808 0.4258 0.5967 0.6090 0.6028 0.9403
0.0019 313.0 2817 0.4235 0.6034 0.6085 0.6059 0.9403
0.0019 314.0 2826 0.4239 0.6146 0.6042 0.6094 0.9405
0.0019 315.0 2835 0.4267 0.6309 0.5878 0.6086 0.9417
0.0019 316.0 2844 0.4288 0.6251 0.5857 0.6048 0.9419
0.0019 317.0 2853 0.4264 0.5939 0.6106 0.6021 0.9398
0.0019 318.0 2862 0.4275 0.5965 0.6085 0.6024 0.9400
0.0019 319.0 2871 0.4277 0.6077 0.6048 0.6062 0.9409
0.0019 320.0 2880 0.4316 0.6030 0.6026 0.6028 0.9409
0.0019 321.0 2889 0.4323 0.5984 0.6016 0.6000 0.9406
0.0019 322.0 2898 0.4329 0.6118 0.5905 0.6010 0.9414
0.0019 323.0 2907 0.4324 0.6176 0.5931 0.6051 0.9420
0.0019 324.0 2916 0.4282 0.6104 0.5984 0.6043 0.9420
0.0019 325.0 2925 0.4257 0.6116 0.6016 0.6066 0.9425
0.0019 326.0 2934 0.4229 0.5869 0.6127 0.5995 0.9404
0.0019 327.0 2943 0.4228 0.5831 0.6127 0.5975 0.9398
0.0019 328.0 2952 0.4214 0.5815 0.6116 0.5962 0.9395
0.0019 329.0 2961 0.4230 0.6001 0.6042 0.6022 0.9412
0.0019 330.0 2970 0.4280 0.6165 0.5963 0.6062 0.9423
0.0019 331.0 2979 0.4237 0.6043 0.6011 0.6027 0.9412
0.0019 332.0 2988 0.4223 0.6027 0.6011 0.6019 0.9411
0.0019 333.0 2997 0.4266 0.6179 0.5921 0.6047 0.9424
0.0015 334.0 3006 0.4279 0.6184 0.5995 0.6088 0.9426
0.0015 335.0 3015 0.4330 0.6237 0.5910 0.6069 0.9426
0.0015 336.0 3024 0.4378 0.6318 0.5783 0.6039 0.9423
0.0015 337.0 3033 0.4342 0.6203 0.5878 0.6036 0.9419
0.0015 338.0 3042 0.4311 0.6161 0.5979 0.6069 0.9420
0.0015 339.0 3051 0.4281 0.6097 0.6016 0.6056 0.9421
0.0015 340.0 3060 0.4260 0.5995 0.6026 0.6011 0.9415
0.0015 341.0 3069 0.4289 0.5865 0.6079 0.5970 0.9406
0.0015 342.0 3078 0.4304 0.6010 0.6090 0.6050 0.9413
0.0015 343.0 3087 0.4316 0.6059 0.5995 0.6027 0.9411
0.0015 344.0 3096 0.4419 0.6331 0.5815 0.6062 0.9421
0.0015 345.0 3105 0.4352 0.6204 0.5942 0.6070 0.9420
0.0015 346.0 3114 0.4285 0.6044 0.6127 0.6085 0.9409
0.0015 347.0 3123 0.4262 0.6061 0.6122 0.6091 0.9410
0.0015 348.0 3132 0.4351 0.6345 0.5905 0.6117 0.9429
0.0015 349.0 3141 0.4282 0.6179 0.6032 0.6104 0.9421
0.0015 350.0 3150 0.4268 0.6148 0.6048 0.6098 0.9418
0.0015 351.0 3159 0.4269 0.6162 0.6032 0.6096 0.9421
0.0015 352.0 3168 0.4290 0.6200 0.5974 0.6085 0.9424
0.0015 353.0 3177 0.4240 0.6056 0.6085 0.6070 0.9415
0.0015 354.0 3186 0.4248 0.5821 0.6286 0.6044 0.9404
0.0015 355.0 3195 0.4262 0.5932 0.6265 0.6094 0.9412
0.0015 356.0 3204 0.4299 0.6146 0.6074 0.6110 0.9421
0.0015 357.0 3213 0.4335 0.6291 0.5931 0.6106 0.9426
0.0015 358.0 3222 0.4301 0.6296 0.5989 0.6139 0.9427
0.0015 359.0 3231 0.4273 0.6290 0.6037 0.6161 0.9426
0.0015 360.0 3240 0.4230 0.6261 0.6042 0.6150 0.9423
0.0015 361.0 3249 0.4231 0.6233 0.6058 0.6144 0.9424
0.0015 362.0 3258 0.4257 0.6271 0.6058 0.6163 0.9427
0.0015 363.0 3267 0.4223 0.6095 0.6169 0.6132 0.9414
0.0015 364.0 3276 0.4240 0.6082 0.6185 0.6133 0.9417
0.0015 365.0 3285 0.4284 0.6218 0.6116 0.6167 0.9426
0.0015 366.0 3294 0.4356 0.6337 0.5995 0.6161 0.9431
0.0015 367.0 3303 0.4469 0.6478 0.5926 0.6190 0.9433
0.0015 368.0 3312 0.4478 0.6459 0.5937 0.6187 0.9433
0.0015 369.0 3321 0.4398 0.6335 0.6 0.6163 0.9430
0.0015 370.0 3330 0.4342 0.6211 0.6053 0.6131 0.9424
0.0015 371.0 3339 0.4319 0.6181 0.6079 0.6130 0.9422
0.0015 372.0 3348 0.4319 0.625 0.6085 0.6166 0.9428
0.0015 373.0 3357 0.4316 0.6264 0.6032 0.6146 0.9430
0.0015 374.0 3366 0.4288 0.6166 0.6143 0.6154 0.9425
0.0015 375.0 3375 0.4305 0.6187 0.6069 0.6127 0.9425
0.0015 376.0 3384 0.4321 0.6200 0.6 0.6098 0.9427
0.0015 377.0 3393 0.4316 0.6228 0.6011 0.6117 0.9429
0.0015 378.0 3402 0.4337 0.6276 0.6011 0.6141 0.9431
0.0015 379.0 3411 0.4366 0.6424 0.5968 0.6188 0.9437
0.0015 380.0 3420 0.4387 0.6447 0.5942 0.6184 0.9438
0.0015 381.0 3429 0.4357 0.6226 0.6085 0.6155 0.9428
0.0015 382.0 3438 0.4294 0.5981 0.6228 0.6102 0.9410
0.0015 383.0 3447 0.4280 0.6103 0.6116 0.6110 0.9419
0.0015 384.0 3456 0.4309 0.6291 0.6048 0.6167 0.9433
0.0015 385.0 3465 0.4326 0.6311 0.6011 0.6157 0.9432
0.0015 386.0 3474 0.4337 0.6338 0.6026 0.6178 0.9433
0.0015 387.0 3483 0.4312 0.6239 0.6101 0.6169 0.9429
0.0015 388.0 3492 0.4305 0.6152 0.6116 0.6134 0.9422
0.0014 389.0 3501 0.4291 0.6154 0.6180 0.6167 0.9424
0.0014 390.0 3510 0.4313 0.6220 0.6138 0.6178 0.9429
0.0014 391.0 3519 0.4355 0.6297 0.6063 0.6178 0.9435
0.0014 392.0 3528 0.4368 0.6294 0.6085 0.6188 0.9433
0.0014 393.0 3537 0.4379 0.6327 0.6042 0.6181 0.9433
0.0014 394.0 3546 0.4368 0.6273 0.6037 0.6153 0.9431
0.0014 395.0 3555 0.4372 0.5974 0.6132 0.6052 0.9410
0.0014 396.0 3564 0.4378 0.6149 0.6074 0.6111 0.9421
0.0014 397.0 3573 0.4419 0.6302 0.6005 0.6150 0.9427
0.0014 398.0 3582 0.4438 0.6209 0.6074 0.6141 0.9425
0.0014 399.0 3591 0.4458 0.6230 0.6058 0.6143 0.9427
0.0014 400.0 3600 0.4436 0.6212 0.6116 0.6164 0.9429
0.0014 401.0 3609 0.4423 0.6125 0.6138 0.6131 0.9423
0.0014 402.0 3618 0.4404 0.6146 0.6101 0.6123 0.9422
0.0014 403.0 3627 0.4400 0.6231 0.6 0.6113 0.9425
0.0014 404.0 3636 0.4396 0.6199 0.6005 0.6101 0.9426
0.0014 405.0 3645 0.4403 0.6194 0.6037 0.6115 0.9429
0.0014 406.0 3654 0.4429 0.6238 0.6037 0.6136 0.9428
0.0014 407.0 3663 0.4406 0.6096 0.6122 0.6109 0.9422
0.0014 408.0 3672 0.4403 0.6132 0.6132 0.6132 0.9426
0.0014 409.0 3681 0.4397 0.6186 0.6101 0.6143 0.9426
0.0014 410.0 3690 0.4390 0.6188 0.6090 0.6139 0.9424
0.0014 411.0 3699 0.4393 0.6169 0.6074 0.6121 0.9421
0.0014 412.0 3708 0.4413 0.6183 0.6085 0.6133 0.9424
0.0014 413.0 3717 0.4409 0.6150 0.6111 0.6131 0.9424
0.0014 414.0 3726 0.4401 0.6120 0.6116 0.6118 0.9422
0.0014 415.0 3735 0.4404 0.6151 0.6106 0.6129 0.9424
0.0014 416.0 3744 0.4405 0.6185 0.6074 0.6129 0.9423
0.0014 417.0 3753 0.4393 0.6234 0.6106 0.6169 0.9426
0.0014 418.0 3762 0.4385 0.6213 0.6111 0.6162 0.9425
0.0014 419.0 3771 0.4386 0.6258 0.6069 0.6162 0.9429
0.0014 420.0 3780 0.4386 0.6251 0.6026 0.6137 0.9429
0.0014 421.0 3789 0.4399 0.6280 0.6037 0.6156 0.9431
0.0014 422.0 3798 0.4405 0.6181 0.6011 0.6094 0.9427
0.0014 423.0 3807 0.4416 0.6239 0.6048 0.6142 0.9428
0.0014 424.0 3816 0.4419 0.6259 0.6063 0.6160 0.9429
0.0014 425.0 3825 0.4437 0.6284 0.6048 0.6163 0.9430
0.0014 426.0 3834 0.4429 0.6264 0.6032 0.6146 0.9427
0.0014 427.0 3843 0.4465 0.6414 0.5952 0.6175 0.9432
0.0014 428.0 3852 0.4521 0.6366 0.5868 0.6107 0.9427
0.0014 429.0 3861 0.4503 0.6308 0.5931 0.6114 0.9428
0.0014 430.0 3870 0.4474 0.6267 0.5979 0.6120 0.9427
0.0014 431.0 3879 0.4424 0.6103 0.6048 0.6075 0.9421
0.0014 432.0 3888 0.4418 0.6147 0.6069 0.6108 0.9426
0.0014 433.0 3897 0.4411 0.6157 0.6069 0.6112 0.9427
0.0014 434.0 3906 0.4380 0.6089 0.6122 0.6106 0.9422
0.0014 435.0 3915 0.4383 0.6078 0.6101 0.6089 0.9417
0.0014 436.0 3924 0.4392 0.6155 0.6074 0.6115 0.9420
0.0014 437.0 3933 0.4399 0.6162 0.6074 0.6118 0.9421
0.0014 438.0 3942 0.4396 0.6172 0.6090 0.6130 0.9419
0.0014 439.0 3951 0.4399 0.6147 0.6053 0.6100 0.9418
0.0014 440.0 3960 0.4397 0.6157 0.6069 0.6112 0.9422
0.0014 441.0 3969 0.4396 0.6180 0.6053 0.6116 0.9423
0.0014 442.0 3978 0.4388 0.6141 0.6063 0.6102 0.9421
0.0014 443.0 3987 0.4389 0.6101 0.6085 0.6093 0.9422
0.0014 444.0 3996 0.4404 0.6111 0.6069 0.6090 0.9421
0.0013 445.0 4005 0.4443 0.6295 0.6042 0.6166 0.9431
0.0013 446.0 4014 0.4459 0.6330 0.6005 0.6163 0.9432
0.0013 447.0 4023 0.4442 0.6213 0.6042 0.6127 0.9426
0.0013 448.0 4032 0.4432 0.6043 0.6101 0.6072 0.9417
0.0013 449.0 4041 0.4436 0.6023 0.6106 0.6064 0.9414
0.0013 450.0 4050 0.4436 0.6018 0.6116 0.6067 0.9414
0.0013 451.0 4059 0.4429 0.6007 0.6122 0.6064 0.9414
0.0013 452.0 4068 0.4427 0.6069 0.6111 0.6090 0.9418
0.0013 453.0 4077 0.4441 0.6139 0.6058 0.6099 0.9419
0.0013 454.0 4086 0.4439 0.6170 0.6053 0.6111 0.9422
0.0013 455.0 4095 0.4445 0.6146 0.6042 0.6094 0.9421
0.0013 456.0 4104 0.4449 0.6138 0.6079 0.6108 0.9420
0.0013 457.0 4113 0.4444 0.6145 0.6090 0.6117 0.9421
0.0013 458.0 4122 0.4450 0.6189 0.6085 0.6137 0.9425
0.0013 459.0 4131 0.4460 0.6224 0.6053 0.6137 0.9427
0.0013 460.0 4140 0.4448 0.6191 0.6063 0.6127 0.9427
0.0013 461.0 4149 0.4445 0.6160 0.6085 0.6122 0.9425
0.0013 462.0 4158 0.4442 0.6137 0.6095 0.6116 0.9421
0.0013 463.0 4167 0.4443 0.6149 0.6116 0.6133 0.9423
0.0013 464.0 4176 0.4433 0.6135 0.6106 0.6120 0.9418
0.0013 465.0 4185 0.4431 0.6138 0.6106 0.6122 0.9418
0.0013 466.0 4194 0.4432 0.6130 0.6101 0.6115 0.9414
0.0013 467.0 4203 0.4434 0.6135 0.6090 0.6113 0.9414
0.0013 468.0 4212 0.4436 0.6195 0.6090 0.6142 0.9421
0.0013 469.0 4221 0.4439 0.6204 0.6095 0.6149 0.9423
0.0013 470.0 4230 0.4441 0.6226 0.6101 0.6162 0.9424
0.0013 471.0 4239 0.4437 0.6167 0.6111 0.6139 0.9421
0.0013 472.0 4248 0.4445 0.6202 0.6090 0.6145 0.9424
0.0013 473.0 4257 0.4446 0.6220 0.6095 0.6157 0.9424
0.0013 474.0 4266 0.4425 0.6087 0.6116 0.6102 0.9413
0.0013 475.0 4275 0.4425 0.6052 0.6116 0.6084 0.9411
0.0013 476.0 4284 0.4420 0.5977 0.6148 0.6062 0.9408
0.0013 477.0 4293 0.4417 0.5953 0.6148 0.6049 0.9407
0.0013 478.0 4302 0.4418 0.5990 0.6148 0.6068 0.9410
0.0013 479.0 4311 0.4423 0.6035 0.6153 0.6094 0.9411
0.0013 480.0 4320 0.4432 0.6099 0.6106 0.6103 0.9415
0.0013 481.0 4329 0.4446 0.6153 0.6085 0.6119 0.9420
0.0013 482.0 4338 0.4455 0.6175 0.6074 0.6124 0.9421
0.0013 483.0 4347 0.4456 0.6184 0.6079 0.6131 0.9421
0.0013 484.0 4356 0.4464 0.6202 0.6074 0.6137 0.9423
0.0013 485.0 4365 0.4466 0.6203 0.6069 0.6135 0.9423
0.0013 486.0 4374 0.4466 0.6193 0.6069 0.6130 0.9423
0.0013 487.0 4383 0.4466 0.6239 0.6074 0.6155 0.9425
0.0013 488.0 4392 0.4463 0.6231 0.6079 0.6154 0.9424
0.0013 489.0 4401 0.4464 0.6238 0.6079 0.6158 0.9425
0.0013 490.0 4410 0.4467 0.6265 0.6079 0.6171 0.9427
0.0013 491.0 4419 0.4468 0.6247 0.6069 0.6157 0.9426
0.0013 492.0 4428 0.4466 0.6236 0.6074 0.6154 0.9425
0.0013 493.0 4437 0.4463 0.6208 0.6063 0.6135 0.9424
0.0013 494.0 4446 0.4462 0.6227 0.6069 0.6147 0.9425
0.0013 495.0 4455 0.4461 0.6232 0.6063 0.6146 0.9425
0.0013 496.0 4464 0.4460 0.6228 0.6063 0.6145 0.9425
0.0013 497.0 4473 0.4459 0.6227 0.6069 0.6147 0.9425
0.0013 498.0 4482 0.4459 0.6232 0.6074 0.6152 0.9426
0.0013 499.0 4491 0.4459 0.6230 0.6069 0.6148 0.9426
0.0012 500.0 4500 0.4459 0.6234 0.6069 0.6150 0.9426

Framework versions