--- license: apache-2.0 base_model: google/vit-base-patch16-224 tags: - masked-auto-encoding - generated_from_trainer datasets: - imagefolder model-index: - name: vit-pretraining-2024_03_14 results: [] --- # vit-pretraining-2024_03_14 This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on the imagefolder dataset. It achieves the following results on the evaluation set: - Loss: 0.3360 ## 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: 4.6875e-06 - train_batch_size: 8 - eval_batch_size: 8 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: cosine - lr_scheduler_warmup_ratio: 0.05 - num_epochs: 800.0 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:-------:|:---------------:| | 1.0249 | 1.0 | 3583 | 1.0248 | | 0.9939 | 2.0 | 7166 | 0.9940 | | 0.9684 | 3.0 | 10749 | 0.9675 | | 0.9411 | 4.0 | 14332 | 0.9439 | | 0.9385 | 5.0 | 17915 | 0.9319 | | 0.9105 | 6.0 | 21498 | 0.9036 | | 0.87 | 7.0 | 25081 | 0.8847 | | 0.8103 | 8.0 | 28664 | 0.8216 | | 0.7776 | 9.0 | 32247 | 0.7917 | | 0.772 | 10.0 | 35830 | 0.7733 | | 0.7577 | 11.0 | 39413 | 0.7593 | | 0.7543 | 12.0 | 42996 | 0.7469 | | 0.7229 | 13.0 | 46579 | 0.7348 | | 0.7367 | 14.0 | 50162 | 0.7231 | | 0.7186 | 15.0 | 53745 | 0.7162 | | 0.6945 | 16.0 | 57328 | 0.7074 | | 0.6966 | 17.0 | 60911 | 0.6957 | | 0.6699 | 18.0 | 64494 | 0.6815 | | 0.6837 | 19.0 | 68077 | 0.6737 | | 0.6981 | 20.0 | 71660 | 0.6679 | | 0.6692 | 21.0 | 75243 | 0.6618 | | 0.6542 | 22.0 | 78826 | 0.6589 | | 0.6692 | 23.0 | 82409 | 0.6433 | | 0.6409 | 24.0 | 85992 | 0.6381 | | 0.6417 | 25.0 | 89575 | 0.6330 | | 0.6184 | 26.0 | 93158 | 0.6277 | | 0.6111 | 27.0 | 96741 | 0.6211 | | 0.6445 | 28.0 | 100324 | 0.6169 | | 0.6258 | 29.0 | 103907 | 0.6131 | | 0.592 | 30.0 | 107490 | 0.6102 | | 0.6087 | 31.0 | 111073 | 0.6094 | | 0.5809 | 32.0 | 114656 | 0.6021 | | 0.5883 | 33.0 | 118239 | 0.6023 | | 0.5945 | 34.0 | 121822 | 0.5976 | | 0.6055 | 35.0 | 125405 | 0.5937 | | 0.5927 | 36.0 | 128988 | 0.5887 | | 0.5596 | 37.0 | 132571 | 0.5854 | | 0.5683 | 38.0 | 136154 | 0.5787 | | 0.5639 | 39.0 | 139737 | 0.5796 | | 0.5931 | 40.0 | 143320 | 0.5734 | | 0.5773 | 41.0 | 146903 | 0.5735 | | 0.5794 | 42.0 | 150486 | 0.5701 | | 0.558 | 43.0 | 154069 | 0.5638 | | 0.5822 | 44.0 | 157652 | 0.5647 | | 0.5671 | 45.0 | 161235 | 0.5636 | | 0.5509 | 46.0 | 164818 | 0.5666 | | 0.563 | 47.0 | 168401 | 0.5586 | | 0.5645 | 48.0 | 171984 | 0.5540 | | 0.5417 | 49.0 | 175567 | 0.5491 | | 0.5516 | 50.0 | 179150 | 0.5476 | | 0.5508 | 51.0 | 182733 | 0.5487 | | 0.5309 | 52.0 | 186316 | 0.5420 | | 0.5274 | 53.0 | 189899 | 0.5401 | | 0.5349 | 54.0 | 193482 | 0.5388 | | 0.5375 | 55.0 | 197065 | 0.5346 | | 0.5127 | 56.0 | 200648 | 0.5337 | | 0.5168 | 57.0 | 204231 | 0.5338 | | 0.5292 | 58.0 | 207814 | 0.5336 | | 0.526 | 59.0 | 211397 | 0.5278 | | 0.5335 | 60.0 | 214980 | 0.5240 | | 0.5343 | 61.0 | 218563 | 0.5236 | | 0.5121 | 62.0 | 222146 | 0.5226 | | 0.5293 | 63.0 | 225729 | 0.5189 | | 0.5213 | 64.0 | 229312 | 0.5178 | | 0.5063 | 65.0 | 232895 | 0.5164 | | 0.5037 | 66.0 | 236478 | 0.5134 | | 0.5159 | 67.0 | 240061 | 0.5096 | | 0.5112 | 68.0 | 243644 | 0.5094 | | 0.5056 | 69.0 | 247227 | 0.5046 | | 0.5004 | 70.0 | 250810 | 0.5031 | | 0.5031 | 71.0 | 254393 | 0.5024 | | 0.4931 | 72.0 | 257976 | 0.4983 | | 0.4887 | 73.0 | 261559 | 0.4947 | | 0.4888 | 74.0 | 265142 | 0.4901 | | 0.4668 | 75.0 | 268725 | 0.4890 | | 0.4804 | 76.0 | 272308 | 0.4833 | | 0.4662 | 77.0 | 275891 | 0.4789 | | 0.4969 | 78.0 | 279474 | 0.4745 | | 0.4552 | 79.0 | 283057 | 0.4715 | | 0.4553 | 80.0 | 286640 | 0.4707 | | 0.4716 | 81.0 | 290223 | 0.4681 | | 0.4643 | 82.0 | 293806 | 0.4631 | | 0.4596 | 83.0 | 297389 | 0.4621 | | 0.4429 | 84.0 | 300972 | 0.4611 | | 0.4684 | 85.0 | 304555 | 0.4600 | | 0.4461 | 86.0 | 308138 | 0.4553 | | 0.451 | 87.0 | 311721 | 0.4513 | | 0.4675 | 88.0 | 315304 | 0.4512 | | 0.4433 | 89.0 | 318887 | 0.4488 | | 0.4708 | 90.0 | 322470 | 0.4450 | | 0.4523 | 91.0 | 326053 | 0.4434 | | 0.4395 | 92.0 | 329636 | 0.4421 | | 0.4746 | 93.0 | 333219 | 0.4427 | | 0.4537 | 94.0 | 336802 | 0.4382 | | 0.4287 | 95.0 | 340385 | 0.4366 | | 0.4256 | 96.0 | 343968 | 0.4365 | | 0.4406 | 97.0 | 347551 | 0.4374 | | 0.4301 | 98.0 | 351134 | 0.4327 | | 0.4107 | 99.0 | 354717 | 0.4338 | | 0.4337 | 100.0 | 358300 | 0.4310 | | 0.4117 | 101.0 | 361883 | 0.4291 | | 0.4468 | 102.0 | 365466 | 0.4289 | | 0.4124 | 103.0 | 369049 | 0.4263 | | 0.4338 | 104.0 | 372632 | 0.4240 | | 0.4232 | 105.0 | 376215 | 0.4246 | | 0.4122 | 106.0 | 379798 | 0.4225 | | 0.4242 | 107.0 | 383381 | 0.4228 | | 0.4372 | 108.0 | 386964 | 0.4206 | | 0.4163 | 109.0 | 390547 | 0.4199 | | 0.4347 | 110.0 | 394130 | 0.4208 | | 0.4046 | 111.0 | 397713 | 0.4181 | | 0.444 | 112.0 | 401296 | 0.4176 | | 0.4057 | 113.0 | 404879 | 0.4155 | | 0.4195 | 114.0 | 408462 | 0.4159 | | 0.4376 | 115.0 | 412045 | 0.4172 | | 0.4197 | 116.0 | 415628 | 0.4142 | | 0.4286 | 117.0 | 419211 | 0.4116 | | 0.4222 | 118.0 | 422794 | 0.4108 | | 0.4152 | 119.0 | 426377 | 0.4137 | | 0.4141 | 120.0 | 429960 | 0.4105 | | 0.419 | 121.0 | 433543 | 0.4089 | | 0.4205 | 122.0 | 437126 | 0.4083 | | 0.4187 | 123.0 | 440709 | 0.4087 | | 0.39 | 124.0 | 444292 | 0.4065 | | 0.3914 | 125.0 | 447875 | 0.4069 | | 0.4077 | 126.0 | 451458 | 0.4068 | | 0.3943 | 127.0 | 455041 | 0.4045 | | 0.4167 | 128.0 | 458624 | 0.4049 | | 0.4162 | 129.0 | 462207 | 0.4044 | | 0.3902 | 130.0 | 465790 | 0.4036 | | 0.398 | 131.0 | 469373 | 0.4014 | | 0.4082 | 132.0 | 472956 | 0.3995 | | 0.4093 | 133.0 | 476539 | 0.4011 | | 0.3893 | 134.0 | 480122 | 0.4016 | | 0.3961 | 135.0 | 483705 | 0.4000 | | 0.4075 | 136.0 | 487288 | 0.3982 | | 0.4007 | 137.0 | 490871 | 0.4006 | | 0.3961 | 138.0 | 494454 | 0.3973 | | 0.3775 | 139.0 | 498037 | 0.3981 | | 0.4088 | 140.0 | 501620 | 0.3977 | | 0.4036 | 141.0 | 505203 | 0.3962 | | 0.4006 | 142.0 | 508786 | 0.3950 | | 0.3895 | 143.0 | 512369 | 0.3964 | | 0.3908 | 144.0 | 515952 | 0.3959 | | 0.3933 | 145.0 | 519535 | 0.3959 | | 0.4021 | 146.0 | 523118 | 0.3946 | | 0.3912 | 147.0 | 526701 | 0.3944 | | 0.3881 | 148.0 | 530284 | 0.3925 | | 0.3984 | 149.0 | 533867 | 0.3923 | | 0.3925 | 150.0 | 537450 | 0.3920 | | 0.3896 | 151.0 | 541033 | 0.3906 | | 0.3925 | 152.0 | 544616 | 0.3916 | | 0.3975 | 153.0 | 548199 | 0.3911 | | 0.3925 | 154.0 | 551782 | 0.3909 | | 0.3857 | 155.0 | 555365 | 0.3891 | | 0.4006 | 156.0 | 558948 | 0.3900 | | 0.3961 | 157.0 | 562531 | 0.3890 | | 0.389 | 158.0 | 566114 | 0.3903 | | 0.3923 | 159.0 | 569697 | 0.3874 | | 0.4047 | 160.0 | 573280 | 0.3873 | | 0.3928 | 161.0 | 576863 | 0.3868 | | 0.3862 | 162.0 | 580446 | 0.3860 | | 0.3931 | 163.0 | 584029 | 0.3870 | | 0.3882 | 164.0 | 587612 | 0.3872 | | 0.3806 | 165.0 | 591195 | 0.3870 | | 0.372 | 166.0 | 594778 | 0.3845 | | 0.3758 | 167.0 | 598361 | 0.3852 | | 0.3904 | 168.0 | 601944 | 0.3833 | | 0.3891 | 169.0 | 605527 | 0.3843 | | 0.3965 | 170.0 | 609110 | 0.3835 | | 0.3798 | 171.0 | 612693 | 0.3828 | | 0.3864 | 172.0 | 616276 | 0.3824 | | 0.3909 | 173.0 | 619859 | 0.3841 | | 0.3771 | 174.0 | 623442 | 0.3826 | | 0.376 | 175.0 | 627025 | 0.3820 | | 0.3747 | 176.0 | 630608 | 0.3825 | | 0.3785 | 177.0 | 634191 | 0.3815 | | 0.3871 | 178.0 | 637774 | 0.3795 | | 0.3829 | 179.0 | 641357 | 0.3819 | | 0.3862 | 180.0 | 644940 | 0.3817 | | 0.3798 | 181.0 | 648523 | 0.3817 | | 0.3867 | 182.0 | 652106 | 0.3814 | | 0.3661 | 183.0 | 655689 | 0.3795 | | 0.3707 | 184.0 | 659272 | 0.3798 | | 0.3798 | 185.0 | 662855 | 0.3797 | | 0.3891 | 186.0 | 666438 | 0.3797 | | 0.3577 | 187.0 | 670021 | 0.3783 | | 0.3846 | 188.0 | 673604 | 0.3782 | | 0.3647 | 189.0 | 677187 | 0.3771 | | 0.384 | 190.0 | 680770 | 0.3773 | | 0.3717 | 191.0 | 684353 | 0.3778 | | 0.3756 | 192.0 | 687936 | 0.3763 | | 0.4 | 193.0 | 691519 | 0.3768 | | 0.3507 | 194.0 | 695102 | 0.3746 | | 0.3719 | 195.0 | 698685 | 0.3755 | | 0.3659 | 196.0 | 702268 | 0.3753 | | 0.3753 | 197.0 | 705851 | 0.3753 | | 0.372 | 198.0 | 709434 | 0.3744 | | 0.3973 | 199.0 | 713017 | 0.3749 | | 0.3622 | 200.0 | 716600 | 0.3743 | | 0.3691 | 201.0 | 720183 | 0.3727 | | 0.3741 | 202.0 | 723766 | 0.3743 | | 0.3893 | 203.0 | 727349 | 0.3733 | | 0.3743 | 204.0 | 730932 | 0.3727 | | 0.3701 | 205.0 | 734515 | 0.3721 | | 0.3743 | 206.0 | 738098 | 0.3736 | | 0.3746 | 207.0 | 741681 | 0.3723 | | 0.3985 | 208.0 | 745264 | 0.3738 | | 0.3583 | 209.0 | 748847 | 0.3715 | | 0.3706 | 210.0 | 752430 | 0.3714 | | 0.3782 | 211.0 | 756013 | 0.3723 | | 0.3724 | 212.0 | 759596 | 0.3721 | | 0.3716 | 213.0 | 763179 | 0.3710 | | 0.3764 | 214.0 | 766762 | 0.3722 | | 0.3698 | 215.0 | 770345 | 0.3714 | | 0.3613 | 216.0 | 773928 | 0.3695 | | 0.3646 | 217.0 | 777511 | 0.3699 | | 0.364 | 218.0 | 781094 | 0.3687 | | 0.366 | 219.0 | 784677 | 0.3704 | | 0.3603 | 220.0 | 788260 | 0.3702 | | 0.3565 | 221.0 | 791843 | 0.3691 | | 0.3784 | 222.0 | 795426 | 0.3692 | | 0.3761 | 223.0 | 799009 | 0.3685 | | 0.3607 | 224.0 | 802592 | 0.3674 | | 0.3471 | 225.0 | 806175 | 0.3682 | | 0.3669 | 226.0 | 809758 | 0.3687 | | 0.3864 | 227.0 | 813341 | 0.3695 | | 0.3667 | 228.0 | 816924 | 0.3682 | | 0.3782 | 229.0 | 820507 | 0.3667 | | 0.3841 | 230.0 | 824090 | 0.3664 | | 0.3698 | 231.0 | 827673 | 0.3660 | | 0.3579 | 232.0 | 831256 | 0.3661 | | 0.3754 | 233.0 | 834839 | 0.3679 | | 0.3711 | 234.0 | 838422 | 0.3672 | | 0.3768 | 235.0 | 842005 | 0.3672 | | 0.3796 | 236.0 | 845588 | 0.3656 | | 0.3701 | 237.0 | 849171 | 0.3658 | | 0.3691 | 238.0 | 852754 | 0.3675 | | 0.3695 | 239.0 | 856337 | 0.3651 | | 0.3703 | 240.0 | 859920 | 0.3646 | | 0.3562 | 241.0 | 863503 | 0.3635 | | 0.3663 | 242.0 | 867086 | 0.3646 | | 0.3667 | 243.0 | 870669 | 0.3655 | | 0.3753 | 244.0 | 874252 | 0.3662 | | 0.372 | 245.0 | 877835 | 0.3648 | | 0.3764 | 246.0 | 881418 | 0.3654 | | 0.381 | 247.0 | 885001 | 0.3643 | | 0.3695 | 248.0 | 888584 | 0.3639 | | 0.3463 | 249.0 | 892167 | 0.3657 | | 0.3567 | 250.0 | 895750 | 0.3638 | | 0.3733 | 251.0 | 899333 | 0.3621 | | 0.3547 | 252.0 | 902916 | 0.3627 | | 0.3428 | 253.0 | 906499 | 0.3642 | | 0.3646 | 254.0 | 910082 | 0.3628 | | 0.361 | 255.0 | 913665 | 0.3629 | | 0.3672 | 256.0 | 917248 | 0.3624 | | 0.3573 | 257.0 | 920831 | 0.3608 | | 0.3662 | 258.0 | 924414 | 0.3623 | | 0.3729 | 259.0 | 927997 | 0.3640 | | 0.3601 | 260.0 | 931580 | 0.3630 | | 0.3754 | 261.0 | 935163 | 0.3617 | | 0.3672 | 262.0 | 938746 | 0.3625 | | 0.3384 | 263.0 | 942329 | 0.3618 | | 0.3625 | 264.0 | 945912 | 0.3619 | | 0.3662 | 265.0 | 949495 | 0.3614 | | 0.3492 | 266.0 | 953078 | 0.3621 | | 0.3586 | 267.0 | 956661 | 0.3608 | | 0.3636 | 268.0 | 960244 | 0.3619 | | 0.3435 | 269.0 | 963827 | 0.3606 | | 0.3787 | 270.0 | 967410 | 0.3614 | | 0.353 | 271.0 | 970993 | 0.3613 | | 0.3549 | 272.0 | 974576 | 0.3610 | | 0.3638 | 273.0 | 978159 | 0.3612 | | 0.3732 | 274.0 | 981742 | 0.3610 | | 0.376 | 275.0 | 985325 | 0.3603 | | 0.3719 | 276.0 | 988908 | 0.3608 | | 0.3405 | 277.0 | 992491 | 0.3579 | | 0.3693 | 278.0 | 996074 | 0.3597 | | 0.3657 | 279.0 | 999657 | 0.3580 | | 0.3693 | 280.0 | 1003240 | 0.3596 | | 0.3684 | 281.0 | 1006823 | 0.3600 | | 0.3725 | 282.0 | 1010406 | 0.3595 | | 0.3565 | 283.0 | 1013989 | 0.3596 | | 0.3648 | 284.0 | 1017572 | 0.3579 | | 0.3598 | 285.0 | 1021155 | 0.3581 | | 0.3486 | 286.0 | 1024738 | 0.3593 | | 0.3453 | 287.0 | 1028321 | 0.3588 | | 0.3479 | 288.0 | 1031904 | 0.3599 | | 0.3547 | 289.0 | 1035487 | 0.3572 | | 0.3628 | 290.0 | 1039070 | 0.3575 | | 0.3545 | 291.0 | 1042653 | 0.3583 | | 0.3391 | 292.0 | 1046236 | 0.3588 | | 0.354 | 293.0 | 1049819 | 0.3575 | | 0.3559 | 294.0 | 1053402 | 0.3579 | | 0.3547 | 295.0 | 1056985 | 0.3576 | | 0.3509 | 296.0 | 1060568 | 0.3576 | | 0.3564 | 297.0 | 1064151 | 0.3583 | | 0.3504 | 298.0 | 1067734 | 0.3577 | | 0.3582 | 299.0 | 1071317 | 0.3577 | | 0.3511 | 300.0 | 1074900 | 0.3565 | | 0.3532 | 301.0 | 1078483 | 0.3575 | | 0.3612 | 302.0 | 1082066 | 0.3571 | | 0.3653 | 303.0 | 1085649 | 0.3558 | | 0.3623 | 304.0 | 1089232 | 0.3565 | | 0.3515 | 305.0 | 1092815 | 0.3565 | | 0.3513 | 306.0 | 1096398 | 0.3565 | | 0.3584 | 307.0 | 1099981 | 0.3569 | | 0.3454 | 308.0 | 1103564 | 0.3551 | | 0.3565 | 309.0 | 1107147 | 0.3559 | | 0.3845 | 310.0 | 1110730 | 0.3541 | | 0.358 | 311.0 | 1114313 | 0.3551 | | 0.3388 | 312.0 | 1117896 | 0.3556 | | 0.3494 | 313.0 | 1121479 | 0.3551 | | 0.3643 | 314.0 | 1125062 | 0.3556 | | 0.3457 | 315.0 | 1128645 | 0.3562 | | 0.3603 | 316.0 | 1132228 | 0.3552 | | 0.3628 | 317.0 | 1135811 | 0.3544 | | 0.3491 | 318.0 | 1139394 | 0.3540 | | 0.3482 | 319.0 | 1142977 | 0.3540 | | 0.3506 | 320.0 | 1146560 | 0.3553 | | 0.3559 | 321.0 | 1150143 | 0.3559 | | 0.3478 | 322.0 | 1153726 | 0.3549 | | 0.3469 | 323.0 | 1157309 | 0.3538 | | 0.3482 | 324.0 | 1160892 | 0.3555 | | 0.3605 | 325.0 | 1164475 | 0.3534 | | 0.3545 | 326.0 | 1168058 | 0.3544 | | 0.3521 | 327.0 | 1171641 | 0.3554 | | 0.3577 | 328.0 | 1175224 | 0.3534 | | 0.3429 | 329.0 | 1178807 | 0.3526 | | 0.3522 | 330.0 | 1182390 | 0.3534 | | 0.3632 | 331.0 | 1185973 | 0.3557 | | 0.349 | 332.0 | 1189556 | 0.3526 | | 0.3601 | 333.0 | 1193139 | 0.3530 | | 0.3548 | 334.0 | 1196722 | 0.3536 | | 0.3554 | 335.0 | 1200305 | 0.3515 | | 0.3589 | 336.0 | 1203888 | 0.3533 | | 0.3624 | 337.0 | 1207471 | 0.3512 | | 0.3312 | 338.0 | 1211054 | 0.3520 | | 0.3441 | 339.0 | 1214637 | 0.3516 | | 0.3558 | 340.0 | 1218220 | 0.3534 | | 0.3553 | 341.0 | 1221803 | 0.3519 | | 0.3367 | 342.0 | 1225386 | 0.3525 | | 0.3516 | 343.0 | 1228969 | 0.3533 | | 0.3627 | 344.0 | 1232552 | 0.3548 | | 0.3501 | 345.0 | 1236135 | 0.3515 | | 0.3609 | 346.0 | 1239718 | 0.3518 | | 0.3424 | 347.0 | 1243301 | 0.3520 | | 0.3463 | 348.0 | 1246884 | 0.3520 | | 0.3358 | 349.0 | 1250467 | 0.3529 | | 0.3457 | 350.0 | 1254050 | 0.3521 | | 0.3479 | 351.0 | 1257633 | 0.3506 | | 0.3352 | 352.0 | 1261216 | 0.3516 | | 0.3592 | 353.0 | 1264799 | 0.3517 | | 0.363 | 354.0 | 1268382 | 0.3510 | | 0.3553 | 355.0 | 1271965 | 0.3511 | | 0.3553 | 356.0 | 1275548 | 0.3507 | | 0.3413 | 357.0 | 1279131 | 0.3510 | | 0.3707 | 358.0 | 1282714 | 0.3500 | | 0.3654 | 359.0 | 1286297 | 0.3506 | | 0.336 | 360.0 | 1289880 | 0.3496 | | 0.3354 | 361.0 | 1293463 | 0.3514 | | 0.3598 | 362.0 | 1297046 | 0.3505 | | 0.3632 | 363.0 | 1300629 | 0.3487 | | 0.3464 | 364.0 | 1304212 | 0.3508 | | 0.3375 | 365.0 | 1307795 | 0.3508 | | 0.3568 | 366.0 | 1311378 | 0.3506 | | 0.3419 | 367.0 | 1314961 | 0.3514 | | 0.3385 | 368.0 | 1318544 | 0.3487 | | 0.3503 | 369.0 | 1322127 | 0.3499 | | 0.3643 | 370.0 | 1325710 | 0.3504 | | 0.3379 | 371.0 | 1329293 | 0.3481 | | 0.3577 | 372.0 | 1332876 | 0.3488 | | 0.3506 | 373.0 | 1336459 | 0.3501 | | 0.3429 | 374.0 | 1340042 | 0.3481 | | 0.3633 | 375.0 | 1343625 | 0.3483 | | 0.3505 | 376.0 | 1347208 | 0.3490 | | 0.3399 | 377.0 | 1350791 | 0.3487 | | 0.3547 | 378.0 | 1354374 | 0.3485 | | 0.3553 | 379.0 | 1357957 | 0.3486 | | 0.3727 | 380.0 | 1361540 | 0.3484 | | 0.3466 | 381.0 | 1365123 | 0.3488 | | 0.363 | 382.0 | 1368706 | 0.3490 | | 0.3565 | 383.0 | 1372289 | 0.3487 | | 0.3457 | 384.0 | 1375872 | 0.3486 | | 0.3375 | 385.0 | 1379455 | 0.3483 | | 0.3677 | 386.0 | 1383038 | 0.3493 | | 0.3623 | 387.0 | 1386621 | 0.3484 | | 0.3345 | 388.0 | 1390204 | 0.3500 | | 0.3564 | 389.0 | 1393787 | 0.3475 | | 0.3608 | 390.0 | 1397370 | 0.3488 | | 0.3335 | 391.0 | 1400953 | 0.3487 | | 0.3453 | 392.0 | 1404536 | 0.3490 | | 0.3528 | 393.0 | 1408119 | 0.3463 | | 0.3534 | 394.0 | 1411702 | 0.3484 | | 0.3304 | 395.0 | 1415285 | 0.3478 | | 0.346 | 396.0 | 1418868 | 0.3481 | | 0.3547 | 397.0 | 1422451 | 0.3481 | | 0.3446 | 398.0 | 1426034 | 0.3490 | | 0.352 | 399.0 | 1429617 | 0.3485 | | 0.3537 | 400.0 | 1433200 | 0.3478 | | 0.3629 | 401.0 | 1436783 | 0.3456 | | 0.3307 | 402.0 | 1440366 | 0.3476 | | 0.3532 | 403.0 | 1443949 | 0.3470 | | 0.3372 | 404.0 | 1447532 | 0.3475 | | 0.3483 | 405.0 | 1451115 | 0.3476 | | 0.3352 | 406.0 | 1454698 | 0.3482 | | 0.3611 | 407.0 | 1458281 | 0.3475 | | 0.3593 | 408.0 | 1461864 | 0.3473 | | 0.3603 | 409.0 | 1465447 | 0.3470 | | 0.3393 | 410.0 | 1469030 | 0.3462 | | 0.3497 | 411.0 | 1472613 | 0.3461 | | 0.3598 | 412.0 | 1476196 | 0.3465 | | 0.3462 | 413.0 | 1479779 | 0.3465 | | 0.3351 | 414.0 | 1483362 | 0.3466 | | 0.3534 | 415.0 | 1486945 | 0.3453 | | 0.3355 | 416.0 | 1490528 | 0.3480 | | 0.3475 | 417.0 | 1494111 | 0.3463 | | 0.36 | 418.0 | 1497694 | 0.3471 | | 0.3579 | 419.0 | 1501277 | 0.3473 | | 0.3323 | 420.0 | 1504860 | 0.3466 | | 0.3681 | 421.0 | 1508443 | 0.3459 | | 0.3531 | 422.0 | 1512026 | 0.3464 | | 0.3529 | 423.0 | 1515609 | 0.3465 | | 0.3441 | 424.0 | 1519192 | 0.3450 | | 0.3355 | 425.0 | 1522775 | 0.3459 | | 0.346 | 426.0 | 1526358 | 0.3461 | | 0.3589 | 427.0 | 1529941 | 0.3466 | | 0.3514 | 428.0 | 1533524 | 0.3459 | | 0.3533 | 429.0 | 1537107 | 0.3457 | | 0.3475 | 430.0 | 1540690 | 0.3459 | | 0.3486 | 431.0 | 1544273 | 0.3468 | | 0.3579 | 432.0 | 1547856 | 0.3459 | | 0.3442 | 433.0 | 1551439 | 0.3453 | | 0.3389 | 434.0 | 1555022 | 0.3471 | | 0.3587 | 435.0 | 1558605 | 0.3467 | | 0.3434 | 436.0 | 1562188 | 0.3464 | | 0.3397 | 437.0 | 1565771 | 0.3453 | | 0.3449 | 438.0 | 1569354 | 0.3440 | | 0.3551 | 439.0 | 1572937 | 0.3461 | | 0.3424 | 440.0 | 1576520 | 0.3458 | | 0.3491 | 441.0 | 1580103 | 0.3457 | | 0.3441 | 442.0 | 1583686 | 0.3462 | | 0.3367 | 443.0 | 1587269 | 0.3468 | | 0.3328 | 444.0 | 1590852 | 0.3467 | | 0.3362 | 445.0 | 1594435 | 0.3455 | | 0.3426 | 446.0 | 1598018 | 0.3451 | | 0.3327 | 447.0 | 1601601 | 0.3453 | | 0.3455 | 448.0 | 1605184 | 0.3454 | | 0.3428 | 449.0 | 1608767 | 0.3444 | | 0.3409 | 450.0 | 1612350 | 0.3455 | | 0.3452 | 451.0 | 1615933 | 0.3446 | | 0.3468 | 452.0 | 1619516 | 0.3430 | | 0.3376 | 453.0 | 1623099 | 0.3442 | | 0.3394 | 454.0 | 1626682 | 0.3437 | | 0.3401 | 455.0 | 1630265 | 0.3440 | | 0.3535 | 456.0 | 1633848 | 0.3441 | | 0.3299 | 457.0 | 1637431 | 0.3455 | | 0.3409 | 458.0 | 1641014 | 0.3445 | | 0.3342 | 459.0 | 1644597 | 0.3459 | | 0.3402 | 460.0 | 1648180 | 0.3448 | | 0.3466 | 461.0 | 1651763 | 0.3447 | | 0.3521 | 462.0 | 1655346 | 0.3435 | | 0.3541 | 463.0 | 1658929 | 0.3448 | | 0.3528 | 464.0 | 1662512 | 0.3435 | | 0.3559 | 465.0 | 1666095 | 0.3436 | | 0.3608 | 466.0 | 1669678 | 0.3434 | | 0.3406 | 467.0 | 1673261 | 0.3441 | | 0.3276 | 468.0 | 1676844 | 0.3453 | | 0.35 | 469.0 | 1680427 | 0.3438 | | 0.3627 | 470.0 | 1684010 | 0.3432 | | 0.3119 | 471.0 | 1687593 | 0.3431 | | 0.3451 | 472.0 | 1691176 | 0.3441 | | 0.3588 | 473.0 | 1694759 | 0.3436 | | 0.3383 | 474.0 | 1698342 | 0.3439 | | 0.342 | 475.0 | 1701925 | 0.3453 | | 0.3234 | 476.0 | 1705508 | 0.3444 | | 0.3628 | 477.0 | 1709091 | 0.3441 | | 0.3223 | 478.0 | 1712674 | 0.3419 | | 0.3474 | 479.0 | 1716257 | 0.3449 | | 0.3275 | 480.0 | 1719840 | 0.3439 | | 0.323 | 481.0 | 1723423 | 0.3433 | | 0.3465 | 482.0 | 1727006 | 0.3434 | | 0.3464 | 483.0 | 1730589 | 0.3431 | | 0.3415 | 484.0 | 1734172 | 0.3431 | | 0.3333 | 485.0 | 1737755 | 0.3425 | | 0.3373 | 486.0 | 1741338 | 0.3423 | | 0.3471 | 487.0 | 1744921 | 0.3435 | | 0.3384 | 488.0 | 1748504 | 0.3434 | | 0.3419 | 489.0 | 1752087 | 0.3443 | | 0.3234 | 490.0 | 1755670 | 0.3432 | | 0.3238 | 491.0 | 1759253 | 0.3425 | | 0.356 | 492.0 | 1762836 | 0.3430 | | 0.3509 | 493.0 | 1766419 | 0.3436 | | 0.3381 | 494.0 | 1770002 | 0.3431 | | 0.3555 | 495.0 | 1773585 | 0.3431 | | 0.3312 | 496.0 | 1777168 | 0.3435 | | 0.3396 | 497.0 | 1780751 | 0.3446 | | 0.3404 | 498.0 | 1784334 | 0.3421 | | 0.3293 | 499.0 | 1787917 | 0.3421 | | 0.3224 | 500.0 | 1791500 | 0.3434 | | 0.3653 | 501.0 | 1795083 | 0.3424 | | 0.3567 | 502.0 | 1798666 | 0.3424 | | 0.3341 | 503.0 | 1802249 | 0.3435 | | 0.3303 | 504.0 | 1805832 | 0.3415 | | 0.3408 | 505.0 | 1809415 | 0.3402 | | 0.3533 | 506.0 | 1812998 | 0.3426 | | 0.3483 | 507.0 | 1816581 | 0.3426 | | 0.3429 | 508.0 | 1820164 | 0.3422 | | 0.3557 | 509.0 | 1823747 | 0.3412 | | 0.3319 | 510.0 | 1827330 | 0.3414 | | 0.3538 | 511.0 | 1830913 | 0.3415 | | 0.3318 | 512.0 | 1834496 | 0.3420 | | 0.3363 | 513.0 | 1838079 | 0.3410 | | 0.3378 | 514.0 | 1841662 | 0.3415 | | 0.3577 | 515.0 | 1845245 | 0.3431 | | 0.3194 | 516.0 | 1848828 | 0.3414 | | 0.366 | 517.0 | 1852411 | 0.3409 | | 0.3379 | 518.0 | 1855994 | 0.3413 | | 0.3207 | 519.0 | 1859577 | 0.3401 | | 0.3403 | 520.0 | 1863160 | 0.3426 | | 0.3402 | 521.0 | 1866743 | 0.3417 | | 0.3411 | 522.0 | 1870326 | 0.3410 | | 0.3343 | 523.0 | 1873909 | 0.3411 | | 0.3311 | 524.0 | 1877492 | 0.3429 | | 0.3313 | 525.0 | 1881075 | 0.3407 | | 0.3529 | 526.0 | 1884658 | 0.3418 | | 0.349 | 527.0 | 1888241 | 0.3430 | | 0.3439 | 528.0 | 1891824 | 0.3427 | | 0.3237 | 529.0 | 1895407 | 0.3389 | | 0.3547 | 530.0 | 1898990 | 0.3415 | | 0.343 | 531.0 | 1902573 | 0.3426 | | 0.3442 | 532.0 | 1906156 | 0.3422 | | 0.3427 | 533.0 | 1909739 | 0.3411 | | 0.3525 | 534.0 | 1913322 | 0.3408 | | 0.3383 | 535.0 | 1916905 | 0.3417 | | 0.3413 | 536.0 | 1920488 | 0.3409 | | 0.3353 | 537.0 | 1924071 | 0.3418 | | 0.334 | 538.0 | 1927654 | 0.3412 | | 0.3366 | 539.0 | 1931237 | 0.3411 | | 0.3319 | 540.0 | 1934820 | 0.3416 | | 0.3507 | 541.0 | 1938403 | 0.3409 | | 0.3406 | 542.0 | 1941986 | 0.3405 | | 0.361 | 543.0 | 1945569 | 0.3407 | | 0.3322 | 544.0 | 1949152 | 0.3402 | | 0.3544 | 545.0 | 1952735 | 0.3409 | | 0.3424 | 546.0 | 1956318 | 0.3393 | | 0.3351 | 547.0 | 1959901 | 0.3413 | | 0.3347 | 548.0 | 1963484 | 0.3413 | | 0.3472 | 549.0 | 1967067 | 0.3410 | | 0.3427 | 550.0 | 1970650 | 0.3404 | | 0.3466 | 551.0 | 1974233 | 0.3397 | | 0.339 | 552.0 | 1977816 | 0.3402 | | 0.3381 | 553.0 | 1981399 | 0.3405 | | 0.3355 | 554.0 | 1984982 | 0.3394 | | 0.3487 | 555.0 | 1988565 | 0.3409 | | 0.344 | 556.0 | 1992148 | 0.3399 | | 0.3317 | 557.0 | 1995731 | 0.3402 | | 0.342 | 558.0 | 1999314 | 0.3415 | | 0.3337 | 559.0 | 2002897 | 0.3398 | | 0.3455 | 560.0 | 2006480 | 0.3398 | | 0.3437 | 561.0 | 2010063 | 0.3403 | | 0.3314 | 562.0 | 2013646 | 0.3402 | | 0.3519 | 563.0 | 2017229 | 0.3410 | | 0.3545 | 564.0 | 2020812 | 0.3399 | | 0.3364 | 565.0 | 2024395 | 0.3395 | | 0.344 | 566.0 | 2027978 | 0.3402 | | 0.3437 | 567.0 | 2031561 | 0.3396 | | 0.3289 | 568.0 | 2035144 | 0.3400 | | 0.3496 | 569.0 | 2038727 | 0.3402 | | 0.3451 | 570.0 | 2042310 | 0.3390 | | 0.3276 | 571.0 | 2045893 | 0.3397 | | 0.3544 | 572.0 | 2049476 | 0.3411 | | 0.3332 | 573.0 | 2053059 | 0.3408 | | 0.3472 | 574.0 | 2056642 | 0.3399 | | 0.3413 | 575.0 | 2060225 | 0.3395 | | 0.3403 | 576.0 | 2063808 | 0.3402 | | 0.3322 | 577.0 | 2067391 | 0.3388 | | 0.3422 | 578.0 | 2070974 | 0.3401 | | 0.3283 | 579.0 | 2074557 | 0.3404 | | 0.3428 | 580.0 | 2078140 | 0.3410 | | 0.3527 | 581.0 | 2081723 | 0.3395 | | 0.3277 | 582.0 | 2085306 | 0.3407 | | 0.3185 | 583.0 | 2088889 | 0.3411 | | 0.3371 | 584.0 | 2092472 | 0.3393 | | 0.3268 | 585.0 | 2096055 | 0.3404 | | 0.3443 | 586.0 | 2099638 | 0.3405 | | 0.3474 | 587.0 | 2103221 | 0.3409 | | 0.3433 | 588.0 | 2106804 | 0.3401 | | 0.3411 | 589.0 | 2110387 | 0.3390 | | 0.3403 | 590.0 | 2113970 | 0.3401 | | 0.3358 | 591.0 | 2117553 | 0.3393 | | 0.3399 | 592.0 | 2121136 | 0.3394 | | 0.3439 | 593.0 | 2124719 | 0.3393 | | 0.3518 | 594.0 | 2128302 | 0.3401 | | 0.3214 | 595.0 | 2131885 | 0.3394 | | 0.3496 | 596.0 | 2135468 | 0.3388 | | 0.3528 | 597.0 | 2139051 | 0.3414 | | 0.3392 | 598.0 | 2142634 | 0.3399 | | 0.3291 | 599.0 | 2146217 | 0.3399 | | 0.3144 | 600.0 | 2149800 | 0.3390 | | 0.3542 | 601.0 | 2153383 | 0.3397 | | 0.3616 | 602.0 | 2156966 | 0.3389 | | 0.3311 | 603.0 | 2160549 | 0.3396 | | 0.3279 | 604.0 | 2164132 | 0.3394 | | 0.3355 | 605.0 | 2167715 | 0.3389 | | 0.35 | 606.0 | 2171298 | 0.3401 | | 0.325 | 607.0 | 2174881 | 0.3392 | | 0.3299 | 608.0 | 2178464 | 0.3402 | | 0.3693 | 609.0 | 2182047 | 0.3401 | | 0.3498 | 610.0 | 2185630 | 0.3407 | | 0.338 | 611.0 | 2189213 | 0.3386 | | 0.3412 | 612.0 | 2192796 | 0.3386 | | 0.3344 | 613.0 | 2196379 | 0.3387 | | 0.3402 | 614.0 | 2199962 | 0.3404 | | 0.3379 | 615.0 | 2203545 | 0.3393 | | 0.3515 | 616.0 | 2207128 | 0.3397 | | 0.3349 | 617.0 | 2210711 | 0.3398 | | 0.3379 | 618.0 | 2214294 | 0.3389 | | 0.3199 | 619.0 | 2217877 | 0.3394 | | 0.3514 | 620.0 | 2221460 | 0.3400 | | 0.3336 | 621.0 | 2225043 | 0.3390 | | 0.3405 | 622.0 | 2228626 | 0.3382 | | 0.3502 | 623.0 | 2232209 | 0.3394 | | 0.3529 | 624.0 | 2235792 | 0.3394 | | 0.3404 | 625.0 | 2239375 | 0.3389 | | 0.3303 | 626.0 | 2242958 | 0.3396 | | 0.3303 | 627.0 | 2246541 | 0.3384 | | 0.3515 | 628.0 | 2250124 | 0.3383 | | 0.3528 | 629.0 | 2253707 | 0.3382 | | 0.3424 | 630.0 | 2257290 | 0.3396 | | 0.3212 | 631.0 | 2260873 | 0.3384 | | 0.3384 | 632.0 | 2264456 | 0.3386 | | 0.3313 | 633.0 | 2268039 | 0.3388 | | 0.3316 | 634.0 | 2271622 | 0.3384 | | 0.3389 | 635.0 | 2275205 | 0.3386 | | 0.3311 | 636.0 | 2278788 | 0.3383 | | 0.3299 | 637.0 | 2282371 | 0.3388 | | 0.3449 | 638.0 | 2285954 | 0.3402 | | 0.3209 | 639.0 | 2289537 | 0.3384 | | 0.3165 | 640.0 | 2293120 | 0.3388 | | 0.3486 | 641.0 | 2296703 | 0.3381 | | 0.3361 | 642.0 | 2300286 | 0.3391 | | 0.3299 | 643.0 | 2303869 | 0.3380 | | 0.34 | 644.0 | 2307452 | 0.3374 | | 0.3129 | 645.0 | 2311035 | 0.3394 | | 0.3311 | 646.0 | 2314618 | 0.3391 | | 0.3376 | 647.0 | 2318201 | 0.3387 | | 0.338 | 648.0 | 2321784 | 0.3387 | | 0.3414 | 649.0 | 2325367 | 0.3391 | | 0.3196 | 650.0 | 2328950 | 0.3385 | | 0.3445 | 651.0 | 2332533 | 0.3396 | | 0.3391 | 652.0 | 2336116 | 0.3393 | | 0.3417 | 653.0 | 2339699 | 0.3384 | | 0.3384 | 654.0 | 2343282 | 0.3389 | | 0.3523 | 655.0 | 2346865 | 0.3386 | | 0.3356 | 656.0 | 2350448 | 0.3368 | | 0.3348 | 657.0 | 2354031 | 0.3399 | | 0.3476 | 658.0 | 2357614 | 0.3375 | | 0.3283 | 659.0 | 2361197 | 0.3382 | | 0.3341 | 660.0 | 2364780 | 0.3382 | | 0.3291 | 661.0 | 2368363 | 0.3377 | | 0.3337 | 662.0 | 2371946 | 0.3376 | | 0.3479 | 663.0 | 2375529 | 0.3385 | | 0.3344 | 664.0 | 2379112 | 0.3389 | | 0.3366 | 665.0 | 2382695 | 0.3382 | | 0.3296 | 666.0 | 2386278 | 0.3383 | | 0.3367 | 667.0 | 2389861 | 0.3387 | | 0.3226 | 668.0 | 2393444 | 0.3387 | | 0.3485 | 669.0 | 2397027 | 0.3378 | | 0.3428 | 670.0 | 2400610 | 0.3388 | | 0.3467 | 671.0 | 2404193 | 0.3380 | | 0.3513 | 672.0 | 2407776 | 0.3392 | | 0.3488 | 673.0 | 2411359 | 0.3402 | | 0.3402 | 674.0 | 2414942 | 0.3379 | | 0.3346 | 675.0 | 2418525 | 0.3386 | | 0.3489 | 676.0 | 2422108 | 0.3375 | | 0.328 | 677.0 | 2425691 | 0.3385 | | 0.3297 | 678.0 | 2429274 | 0.3383 | | 0.3351 | 679.0 | 2432857 | 0.3385 | | 0.3358 | 680.0 | 2436440 | 0.3388 | | 0.3324 | 681.0 | 2440023 | 0.3370 | | 0.3372 | 682.0 | 2443606 | 0.3376 | | 0.3422 | 683.0 | 2447189 | 0.3388 | | 0.3207 | 684.0 | 2450772 | 0.3382 | | 0.3361 | 685.0 | 2454355 | 0.3387 | | 0.3306 | 686.0 | 2457938 | 0.3378 | | 0.3313 | 687.0 | 2461521 | 0.3386 | | 0.3339 | 688.0 | 2465104 | 0.3392 | | 0.3399 | 689.0 | 2468687 | 0.3384 | | 0.339 | 690.0 | 2472270 | 0.3378 | | 0.3304 | 691.0 | 2475853 | 0.3366 | | 0.3389 | 692.0 | 2479436 | 0.3381 | | 0.3379 | 693.0 | 2483019 | 0.3367 | | 0.3346 | 694.0 | 2486602 | 0.3379 | | 0.3424 | 695.0 | 2490185 | 0.3375 | | 0.3369 | 696.0 | 2493768 | 0.3384 | | 0.3471 | 697.0 | 2497351 | 0.3376 | | 0.3386 | 698.0 | 2500934 | 0.3378 | | 0.3402 | 699.0 | 2504517 | 0.3373 | | 0.3385 | 700.0 | 2508100 | 0.3375 | | 0.3311 | 701.0 | 2511683 | 0.3385 | | 0.3345 | 702.0 | 2515266 | 0.3378 | | 0.3553 | 703.0 | 2518849 | 0.3386 | | 0.3551 | 704.0 | 2522432 | 0.3367 | | 0.3456 | 705.0 | 2526015 | 0.3372 | | 0.3407 | 706.0 | 2529598 | 0.3376 | | 0.3556 | 707.0 | 2533181 | 0.3378 | | 0.3644 | 708.0 | 2536764 | 0.3384 | | 0.3331 | 709.0 | 2540347 | 0.3386 | | 0.3348 | 710.0 | 2543930 | 0.3377 | | 0.3569 | 711.0 | 2547513 | 0.3374 | | 0.323 | 712.0 | 2551096 | 0.3369 | | 0.3385 | 713.0 | 2554679 | 0.3392 | | 0.3337 | 714.0 | 2558262 | 0.3378 | | 0.3425 | 715.0 | 2561845 | 0.3371 | | 0.3332 | 716.0 | 2565428 | 0.3390 | | 0.3291 | 717.0 | 2569011 | 0.3382 | | 0.3405 | 718.0 | 2572594 | 0.3384 | | 0.3396 | 719.0 | 2576177 | 0.3372 | | 0.3268 | 720.0 | 2579760 | 0.3389 | | 0.334 | 721.0 | 2583343 | 0.3378 | | 0.348 | 722.0 | 2586926 | 0.3384 | | 0.3507 | 723.0 | 2590509 | 0.3374 | | 0.3326 | 724.0 | 2594092 | 0.3370 | | 0.3393 | 725.0 | 2597675 | 0.3387 | | 0.3379 | 726.0 | 2601258 | 0.3385 | | 0.3359 | 727.0 | 2604841 | 0.3364 | | 0.3287 | 728.0 | 2608424 | 0.3376 | | 0.3388 | 729.0 | 2612007 | 0.3376 | | 0.3329 | 730.0 | 2615590 | 0.3372 | | 0.3487 | 731.0 | 2619173 | 0.3370 | | 0.3484 | 732.0 | 2622756 | 0.3379 | | 0.3316 | 733.0 | 2626339 | 0.3374 | | 0.3664 | 734.0 | 2629922 | 0.3381 | | 0.3336 | 735.0 | 2633505 | 0.3368 | | 0.3357 | 736.0 | 2637088 | 0.3375 | | 0.327 | 737.0 | 2640671 | 0.3385 | | 0.3446 | 738.0 | 2644254 | 0.3372 | | 0.3328 | 739.0 | 2647837 | 0.3372 | | 0.3273 | 740.0 | 2651420 | 0.3372 | | 0.3512 | 741.0 | 2655003 | 0.3382 | | 0.3372 | 742.0 | 2658586 | 0.3375 | | 0.3528 | 743.0 | 2662169 | 0.3369 | | 0.332 | 744.0 | 2665752 | 0.3392 | | 0.3323 | 745.0 | 2669335 | 0.3362 | | 0.3185 | 746.0 | 2672918 | 0.3372 | | 0.3542 | 747.0 | 2676501 | 0.3381 | | 0.345 | 748.0 | 2680084 | 0.3383 | | 0.3412 | 749.0 | 2683667 | 0.3375 | | 0.3323 | 750.0 | 2687250 | 0.3387 | | 0.3293 | 751.0 | 2690833 | 0.3375 | | 0.3477 | 752.0 | 2694416 | 0.3384 | | 0.3534 | 753.0 | 2697999 | 0.3382 | | 0.3348 | 754.0 | 2701582 | 0.3375 | | 0.3529 | 755.0 | 2705165 | 0.3364 | | 0.3443 | 756.0 | 2708748 | 0.3379 | | 0.3319 | 757.0 | 2712331 | 0.3378 | | 0.342 | 758.0 | 2715914 | 0.3364 | | 0.3432 | 759.0 | 2719497 | 0.3388 | | 0.322 | 760.0 | 2723080 | 0.3367 | | 0.3228 | 761.0 | 2726663 | 0.3383 | | 0.3405 | 762.0 | 2730246 | 0.3371 | | 0.338 | 763.0 | 2733829 | 0.3376 | | 0.3278 | 764.0 | 2737412 | 0.3357 | | 0.3323 | 765.0 | 2740995 | 0.3376 | | 0.3171 | 766.0 | 2744578 | 0.3383 | | 0.3349 | 767.0 | 2748161 | 0.3391 | | 0.3391 | 768.0 | 2751744 | 0.3365 | | 0.338 | 769.0 | 2755327 | 0.3367 | | 0.3559 | 770.0 | 2758910 | 0.3353 | | 0.3469 | 771.0 | 2762493 | 0.3370 | | 0.3415 | 772.0 | 2766076 | 0.3376 | | 0.3331 | 773.0 | 2769659 | 0.3380 | | 0.3347 | 774.0 | 2773242 | 0.3365 | | 0.36 | 775.0 | 2776825 | 0.3378 | | 0.3393 | 776.0 | 2780408 | 0.3385 | | 0.335 | 777.0 | 2783991 | 0.3351 | | 0.3306 | 778.0 | 2787574 | 0.3359 | | 0.3441 | 779.0 | 2791157 | 0.3370 | | 0.3401 | 780.0 | 2794740 | 0.3375 | | 0.345 | 781.0 | 2798323 | 0.3353 | | 0.3476 | 782.0 | 2801906 | 0.3371 | | 0.3306 | 783.0 | 2805489 | 0.3376 | | 0.3438 | 784.0 | 2809072 | 0.3367 | | 0.3331 | 785.0 | 2812655 | 0.3378 | | 0.3357 | 786.0 | 2816238 | 0.3381 | | 0.3451 | 787.0 | 2819821 | 0.3370 | | 0.3349 | 788.0 | 2823404 | 0.3378 | | 0.343 | 789.0 | 2826987 | 0.3381 | | 0.3418 | 790.0 | 2830570 | 0.3371 | | 0.3355 | 791.0 | 2834153 | 0.3375 | | 0.3189 | 792.0 | 2837736 | 0.3375 | | 0.3533 | 793.0 | 2841319 | 0.3380 | | 0.346 | 794.0 | 2844902 | 0.3382 | | 0.3304 | 795.0 | 2848485 | 0.3371 | | 0.3438 | 796.0 | 2852068 | 0.3375 | | 0.3563 | 797.0 | 2855651 | 0.3375 | | 0.3523 | 798.0 | 2859234 | 0.3371 | | 0.3234 | 799.0 | 2862817 | 0.3364 | | 0.34 | 800.0 | 2866400 | 0.3378 | ### Framework versions - Transformers 4.39.0.dev0 - Pytorch 2.2.1+cu121 - Datasets 2.18.0 - Tokenizers 0.15.2