0 val 9.8741 0 train 9.880292 1 train 9.862461 2 train 9.819244 3 train 9.779184 4 train 9.714744 5 train 9.635665 6 train 9.541108 7 train 9.437403 8 train 9.333920 9 train 9.229662 10 train 9.123250 11 train 9.041744 12 train 8.977574 13 train 8.938803 14 train 8.938121 15 train 8.954535 16 train 8.929672 17 train 8.898612 18 train 8.870008 19 train 8.855551 20 train 8.848780 21 train 8.830108 22 train 8.831034 23 train 8.813003 24 train 8.737200 25 val 8.7158 25 train 8.748092 26 train 8.754796 27 train 8.747169 28 train 8.714842 29 train 8.711256 30 train 8.691508 31 train 8.630877 32 train 8.649860 33 train 8.663519 34 train 8.600384 35 train 8.616116 36 train 8.603591 37 train 8.590540 38 train 8.583533 39 train 8.556347 40 train 8.583847 41 train 8.516285 42 train 8.496758 43 train 8.447063 44 train 8.468380 45 train 8.536940 46 train 8.530527 47 train 8.460003 48 train 8.433855 49 train 8.337371 50 val 8.3558 50 train 8.334881 51 train 8.376383 52 train 8.346747 53 train 8.340424 54 train 8.347958 55 train 8.328905 56 train 8.315128 57 train 8.276112 58 train 8.303272 59 train 8.298819 60 train 8.182077 61 train 8.212213 62 train 8.251183 63 train 8.239251 64 train 8.195498 65 train 8.193847 66 train 8.162274 67 train 8.065777 68 train 8.143802 69 train 8.206207 70 train 8.039720 71 train 8.109661 72 train 8.107292 73 train 8.058409 74 train 8.103218 75 val 8.0197 75 train 8.115956 76 train 8.144693 77 train 7.973866 78 train 7.956693 79 train 7.862710 80 train 7.908222 81 train 8.065611 82 train 8.035473 83 train 7.946555 84 train 7.881641 85 train 7.766323 86 train 7.773259 87 train 7.813686 88 train 7.785541 89 train 7.791233 90 train 7.804535 91 train 7.794710 92 train 7.788554 93 train 7.740130 94 train 7.780643 95 train 7.785015 96 train 7.653129 97 train 7.693618 98 train 7.744350 99 train 7.739177 100 val 7.6012 100 train 7.691332 101 train 7.695141 102 train 7.666328 103 train 7.560741 104 train 7.632256 105 train 7.684628 106 train 7.539330 107 train 7.595644 108 train 7.577621 109 train 7.560858 110 train 7.562682 111 train 7.524425 112 train 7.584981 113 train 7.459558 114 train 7.446836 115 train 7.358059 116 train 7.396410 117 train 7.529696 118 train 7.512276 119 train 7.411418 120 train 7.365827 121 train 7.234204 122 train 7.235825 123 train 7.301743 124 train 7.273863 125 val 7.2323 125 train 7.270093 126 train 7.284076 127 train 7.285670 128 train 7.279588 129 train 7.219781 130 train 7.269736 131 train 7.281778 132 train 7.127730 133 train 7.175686 134 train 7.233543 135 train 7.226974 136 train 7.179020 137 train 7.178387 138 train 7.150449 139 train 7.029434 140 train 7.121649 141 train 7.195220 142 train 7.031556 143 train 7.095613 144 train 7.083662 145 train 7.080803 146 train 7.076898 147 train 7.037154 148 train 7.117178 149 train 6.984367 150 val 6.9225 150 train 6.972864 151 train 6.862191 152 train 6.912374 153 train 7.081917 154 train 7.070559 155 train 6.956455 156 train 6.920799 157 train 6.791908 158 train 6.785296 159 train 6.843571 160 train 6.829949 161 train 6.835342 162 train 6.850143 163 train 6.863930 164 train 6.866738 165 train 6.800494 166 train 6.859090 167 train 6.880532 168 train 6.712713 169 train 6.767933 170 train 6.843000 171 train 6.838052 172 train 6.793092 173 train 6.785248 174 train 6.763677 175 val 6.6756 175 train 6.638531 176 train 6.749288 177 train 6.835132 178 train 6.674605 179 train 6.737008 180 train 6.731427 181 train 6.737459 182 train 6.730937 183 train 6.688967 184 train 6.784840 185 train 6.652765 186 train 6.645408 187 train 6.515438 188 train 6.571925 189 train 6.770648 190 train 6.769979 191 train 6.642290 192 train 6.586961 193 train 6.457910 194 train 6.464145 195 train 6.509044 196 train 6.496668 197 train 6.518185 198 train 6.535604 199 train 6.563114 200 val 6.4855 200 train 6.568953 201 train 6.484976 202 train 6.559125 203 train 6.583828 204 train 6.416582 205 train 6.472646 206 train 6.558735 207 train 6.556892 208 train 6.514086 209 train 6.496848 210 train 6.482371 211 train 6.353954 212 train 6.478297 213 train 6.568431 214 train 6.416376 215 train 6.483248 216 train 6.489901 217 train 6.503287 218 train 6.485003 219 train 6.440365 220 train 6.543615 221 train 6.410106 222 train 6.407956 223 train 6.261226 224 train 6.322489 225 val 6.3284 225 train 6.537527 226 train 6.547101 227 train 6.410058 228 train 6.350688 229 train 6.223286 230 train 6.232866 231 train 6.269552 232 train 6.261461 233 train 6.292047 234 train 6.314824 235 train 6.347172 236 train 6.366090 237 train 6.263477 238 train 6.348197 239 train 6.378904 240 train 6.201395 241 train 6.261044 242 train 6.353473 243 train 6.356335 244 train 6.313874 245 train 6.288250 246 train 6.272569 247 train 6.145749 248 train 6.279099 249 train 6.371348 250 val 6.2293 250 train 6.231023 251 train 6.299865 252 train 6.305212 253 train 6.328080 254 train 6.300781 255 train 6.252837 256 train 6.353833 257 train 6.227492 258 train 6.223939 259 train 6.060278 260 train 6.132116 261 train 6.365963 262 train 6.378582 263 train 6.229356 264 train 6.180282 265 train 6.053597 266 train 6.058239 267 train 6.093274 268 train 6.096377 269 train 6.127110 270 train 6.155296 271 train 6.190807 272 train 6.213224 273 train 6.096191 274 train 6.186800 275 val 6.1295 275 train 6.219747 276 train 6.036979 277 train 6.100250 278 train 6.197160 279 train 6.201015 280 train 6.160549 281 train 6.125813 282 train 6.113631 283 train 5.980674 284 train 6.121838 285 train 6.213095 286 train 6.098855 287 train 6.159755 288 train 6.172012 289 train 6.192934 290 train 6.158793 291 train 6.108459 292 train 6.208302 293 train 6.087852 294 train 6.082368 295 train 5.910235 296 train 5.982144 297 train 6.239607 298 train 6.255857 299 train 6.098325 300 val 6.0888 300 train 6.064962 301 train 5.938931 302 train 5.940664 303 train 5.975452 304 train 5.986096 305 train 6.004689 306 train 6.042731 307 train 6.072731 308 train 6.101592 309 train 5.980086 310 train 6.064062 311 train 6.105732 312 train 5.925143 313 train 5.984224 314 train 6.076833 315 train 6.081686 316 train 6.040609 317 train 6.006741 318 train 5.992512 319 train 5.854968 320 train 6.001010 321 train 6.097881 322 train 6.002962 323 train 6.057953 324 train 6.064482 325 val 6.0351 325 train 6.077956 326 train 6.039517 327 train 5.985037 328 train 6.081792 329 train 5.978529 330 train 5.965366 331 train 5.791943 332 train 5.865043 333 train 6.128860 334 train 6.142785 335 train 5.981370 336 train 5.971362 337 train 5.846216 338 train 5.848160 339 train 5.880891 340 train 5.887086 341 train 5.898931 342 train 5.941800 343 train 5.966580 344 train 6.006109 345 train 5.880745 346 train 5.957670 347 train 6.000003 348 train 5.817224 349 train 5.885164 350 val 5.9962 350 train 5.966290 351 train 5.976892 352 train 5.938596 353 train 5.901760 354 train 5.876064 355 train 5.741863 356 train 5.896212 357 train 6.008771 358 train 5.924413 359 train 5.973104 360 train 5.975441 361 train 5.990639 362 train 5.946080 363 train 5.872846 364 train 5.970569 365 train 5.899469 366 train 5.861213 367 train 5.701813 368 train 5.769241 369 train 6.052200 370 train 6.056666 371 train 5.887649 372 train 5.897760 373 train 5.755017 374 train 5.759066 375 val 5.9676 375 train 5.805774 376 train 5.795049 377 train 5.809959 378 train 5.836958 379 train 5.859798 380 train 5.902703 381 train 5.790299 382 train 5.872246 383 train 5.900133 384 train 5.732203 385 train 5.789247 386 train 5.882740 387 train 5.876612 388 train 5.839864 389 train 5.810080 390 train 5.777877 391 train 5.645511 392 train 5.817678 393 train 5.929044 394 train 5.853120 395 train 5.898806 396 train 5.885911 397 train 5.906201 398 train 5.857287 399 train 5.769067 400 val 5.9759 400 train 5.871983 401 train 5.822775 402 train 5.768017 403 train 5.616549 404 train 5.664506 405 train 5.977035 406 train 5.978768 407 train 5.798768 408 train 5.807553 409 train 5.668626 410 train 5.665138 411 train 5.720995 412 train 5.686618 413 train 5.711380 414 train 5.724196 415 train 5.739664 416 train 5.788833 417 train 5.708835 418 train 5.783912 419 train 5.804814 420 train 5.664099 421 train 5.691185 422 train 5.785066 423 train 5.807070 424 train 5.745603 425 val 5.9490 425 train 5.729792 426 train 5.691850 427 train 5.560389 428 train 5.731541 429 train 5.828983 430 train 5.792068 431 train 5.809070 432 train 5.828431 433 train 5.812483 434 train 5.756310 435 train 5.689460 436 train 5.765981 437 train 5.746091 438 train 5.669990 439 train 5.531415 440 train 5.555957 441 train 5.899458 442 train 5.883387 443 train 5.715005 444 train 5.713529 445 train 5.586927 446 train 5.562117 447 train 5.666146 448 train 5.596916 449 train 5.628125 450 val 5.9357 450 train 5.638646 451 train 5.640961 452 train 5.681615 453 train 5.619661 454 train 5.694653 455 train 5.711766 456 train 5.563121 457 train 5.583971 458 train 5.678886 459 train 5.710276 460 train 5.642045 461 train 5.623552 462 train 5.577367 463 train 5.439939 464 train 5.623753 465 train 5.712026 466 train 5.733051 467 train 5.707738 468 train 5.765443 469 train 5.710163 470 train 5.674970 471 train 5.606560 472 train 5.674933 473 train 5.656451 474 train 5.572658 475 val 5.9626 475 train 5.452055 476 train 5.453380 477 train 5.822055 478 train 5.762164 479 train 5.621255 480 train 5.601915 481 train 5.505295 482 train 5.472809 483 train 5.595680 484 train 5.512934 485 train 5.567036 486 train 5.566457 487 train 5.538865 488 train 5.586704 489 train 5.539097 490 train 5.590640 491 train 5.587945 492 train 5.441465 493 train 5.505775 494 train 5.566933 495 train 5.586508 496 train 5.539610 497 train 5.549726 498 train 5.469454 499 train 5.363496 500 val 5.9618 500 train 5.504147 501 train 5.586200 502 train 5.640848 503 train 5.610742 504 train 5.667835 505 train 5.579046 506 train 5.572584 507 train 5.490119 508 train 5.615407 509 train 5.552749 510 train 5.468134 511 train 5.371038 512 train 5.360139 513 train 5.770588 514 train 5.646195 515 train 5.498783 516 train 5.512653 517 train 5.397584 518 train 5.362012 519 train 5.500395 520 train 5.419682 521 train 5.471406 522 train 5.445430 523 train 5.416827 524 train 5.495906 525 val 5.9738 525 train 5.429995 526 train 5.473873 527 train 5.488930 528 train 5.341210 529 train 5.395455 530 train 5.467486 531 train 5.498930 532 train 5.470044 533 train 5.447153 534 train 5.354529 535 train 5.294563 536 train 5.389576 537 train 5.484416 538 train 5.554561 539 train 5.458060 540 train 5.527067 541 train 5.478106 542 train 5.489184 543 train 5.385511 544 train 5.519954 545 train 5.442710 546 train 5.349268 547 train 5.258356 548 train 5.269255 549 train 5.685603 550 val 5.9708 550 train 5.552289 551 train 5.395454 552 train 5.448101 553 train 5.313490 554 train 5.266730 555 train 5.392830 556 train 5.319113 557 train 5.323678 558 train 5.300772 559 train 5.309510 560 train 5.401514 561 train 5.330943 562 train 5.351690 563 train 5.392399 564 train 5.255395 565 train 5.315428 566 train 5.336776 567 train 5.389111 568 train 5.336841 569 train 5.325013 570 train 5.246397 571 train 5.149436 572 train 5.231435 573 train 5.351059 574 train 5.441918 575 val 6.0067 575 train 5.339798 576 train 5.404272 577 train 5.374115 578 train 5.386917 579 train 5.306655 580 train 5.397473 581 train 5.312143 582 train 5.211847 583 train 5.120934 584 train 5.135418 585 train 5.590299 586 train 5.478800 587 train 5.308891 588 train 5.348710 589 train 5.204638 590 train 5.153667 591 train 5.271047 592 train 5.214868 593 train 5.226107 594 train 5.175735 595 train 5.179895 596 train 5.266452 597 train 5.252774 598 train 5.238563 599 train 5.236099 600 val 5.9922 600 train 5.129759 601 train 5.139581 602 train 5.218027 603 train 5.261529 604 train 5.209752 605 train 5.184676 606 train 5.090929 607 train 5.007439 608 train 5.084064 609 train 5.204354 610 train 5.330366 611 train 5.214120 612 train 5.277623 613 train 5.285038 614 train 5.270833 615 train 5.144817 616 train 5.240806 617 train 5.193018 618 train 5.066783 619 train 4.999382 620 train 5.002637 621 train 5.478930 622 train 5.363207 623 train 5.193661 624 train 5.257913 625 val 6.0053 625 train 5.068074 626 train 5.017068 627 train 5.149787 628 train 5.081001 629 train 5.109044 630 train 5.101917 631 train 5.115298 632 train 5.173436 633 train 5.116733 634 train 5.102798 635 train 5.080414 636 train 4.969840 637 train 4.984762 638 train 5.068330 639 train 5.112022 640 train 5.107604 641 train 5.055090 642 train 4.942759 643 train 4.842103 644 train 4.910269 645 train 5.054765 646 train 5.192845 647 train 5.107938 648 train 5.127723 649 train 5.153363 650 val 6.0660 650 train 5.080448 651 train 5.051205 652 train 5.111490 653 train 5.083711 654 train 4.942472 655 train 4.863747 656 train 4.874804 657 train 5.404962 658 train 5.267718 659 train 5.042656 660 train 5.184542 661 train 4.977224 662 train 4.956505 663 train 5.043725 664 train 4.960177 665 train 4.965017 666 train 4.978799 667 train 5.041780 668 train 5.010738 669 train 4.954350 670 train 4.956963 671 train 4.964606 672 train 4.806087 673 train 4.816197 674 train 4.907294 675 val 6.0877 675 train 4.928375 676 train 4.890033 677 train 4.866628 678 train 4.750029 679 train 4.669489 680 train 4.752752 681 train 4.925705 682 train 5.014139 683 train 4.923013 684 train 4.987642 685 train 5.004835 686 train 4.972847 687 train 4.879625 688 train 5.019334 689 train 4.964597 690 train 4.802054 691 train 4.684115 692 train 4.708496 693 train 5.270648 694 train 5.060706 695 train 4.867838 696 train 5.063824 697 train 4.867614 698 train 4.844302 699 train 4.895972 700 val 6.0814 700 train 4.803852 701 train 4.797611 702 train 4.790220 703 train 4.842943 704 train 4.832943 705 train 4.795392 706 train 4.790022 707 train 4.796049 708 train 4.663720 709 train 4.650174 710 train 4.750322 711 train 4.736881 712 train 4.716039 713 train 4.697659 714 train 4.557002 715 train 4.501382 716 train 4.577322 717 train 4.747609 718 train 4.845814 719 train 4.761762 720 train 4.878696 721 train 4.879044 722 train 4.862013 723 train 4.782263 724 train 4.859718 725 val 6.1373 725 train 4.794037 726 train 4.630061 727 train 4.512669 728 train 4.568475 729 train 5.066132 730 train 4.890514 731 train 4.728214 732 train 4.866784 733 train 4.706182 734 train 4.624577 735 train 4.779543 736 train 4.653668 737 train 4.646297 738 train 4.622530 739 train 4.665844 740 train 4.662434 741 train 4.607839 742 train 4.602005 743 train 4.601588 744 train 4.483966 745 train 4.459875 746 train 4.533175 747 train 4.583696 748 train 4.515378 749 train 4.497202 750 val 6.1899 750 train 4.383351 751 train 4.312180 752 train 4.417119 753 train 4.620921 754 train 4.671251 755 train 4.561617 756 train 4.741481 757 train 4.811776 758 train 4.636003 759 train 4.638836 760 train 4.627070 761 train 4.607165 762 train 4.420435 763 train 4.280373 764 train 4.308052 765 train 4.894459 766 train 4.783588 767 train 4.565243 768 train 4.736488 769 train 4.551414 770 train 4.454143 771 train 4.601616 772 train 4.565505 773 train 4.534888 774 train 4.536056 775 val 6.1953 775 train 4.506422 776 train 4.512042 777 train 4.463265 778 train 4.430320 779 train 4.408668 780 train 4.301783 781 train 4.329153 782 train 4.352705 783 train 4.373585 784 train 4.319044 785 train 4.323179 786 train 4.182511 787 train 4.097815 788 train 4.258298 789 train 4.412540 790 train 4.461223 791 train 4.404784 792 train 4.524102 793 train 4.513050 794 train 4.464736 795 train 4.374762 796 train 4.381961 797 train 4.412532 798 train 4.213602 799 train 4.115143 800 val 6.2220 800 train 4.131581 801 train 4.754764 802 train 4.642220 803 train 4.431444 804 train 4.542509 805 train 4.415712 806 train 4.282632 807 train 4.454885 808 train 4.469176 809 train 4.373540 810 train 4.387757 811 train 4.415716 812 train 4.329275 813 train 4.272345 814 train 4.244015 815 train 4.204087 816 train 4.089513 817 train 4.135045 818 train 4.193021 819 train 4.187228 820 train 4.128918 821 train 4.126076 822 train 3.979665 823 train 3.909844 824 train 4.046070 825 val 6.3003 825 train 4.243782 826 train 4.346794 827 train 4.228100 828 train 4.313179 829 train 4.269331 830 train 4.216956 831 train 4.167743 832 train 4.207045 833 train 4.221725 834 train 4.004607 835 train 3.916549 836 train 3.968877 837 train 4.548430 838 train 4.396723 839 train 4.192170 840 train 4.391755 841 train 4.287076 842 train 4.186076 843 train 4.322371 844 train 4.296360 845 train 4.243598 846 train 4.204522 847 train 4.306426 848 train 4.198166 849 train 4.142797 850 val 6.3016 850 train 4.143915 851 train 4.059777 852 train 3.936316 853 train 3.950563 854 train 4.028018 855 train 4.027778 856 train 3.965671 857 train 4.014530 858 train 3.820593 859 train 3.735574 860 train 3.907473 861 train 4.128256 862 train 4.162322 863 train 4.071036 864 train 4.149035 865 train 4.072946 866 train 4.070482 867 train 4.057979 868 train 4.010795 869 train 4.029167 870 train 3.860460 871 train 3.742011 872 train 3.794266 873 train 4.389963 874 train 4.175016 875 val 6.3591 875 train 3.993667 876 train 4.262809 877 train 4.093495 878 train 3.996553 879 train 4.151383 880 train 4.125217 881 train 4.014110 882 train 3.992802 883 train 4.081880 884 train 4.062785 885 train 3.996958 886 train 3.897596 887 train 3.851402 888 train 3.747181 889 train 3.754807 890 train 3.831565 891 train 3.802847 892 train 3.793328 893 train 3.804775 894 train 3.678073 895 train 3.575413 896 train 3.717025 897 train 3.946938 898 train 3.996422 899 train 3.883177 900 val 6.4342 900 train 3.938000 901 train 3.935098 902 train 3.887207 903 train 3.802241 904 train 3.821239 905 train 3.893471 906 train 3.694115 907 train 3.580798 908 train 3.601514 909 train 4.174783 910 train 4.001668 911 train 3.772763 912 train 4.036849 913 train 3.934610 914 train 3.816451 915 train 3.998080 916 train 3.974818 917 train 3.870324 918 train 3.771218 919 train 3.837286 920 train 3.847873 921 train 3.815750 922 train 3.743117 923 train 3.681962 924 train 3.572123 925 val 6.4531 925 train 3.609118 926 train 3.649730 927 train 3.612269 928 train 3.631578 929 train 3.626695 930 train 3.514950 931 train 3.463149 932 train 3.547280 933 train 3.728344 934 train 3.810504 935 train 3.704368 936 train 3.737095 937 train 3.696062 938 train 3.710830 939 train 3.661913 940 train 3.631093 941 train 3.735914 942 train 3.500261 943 train 3.322602 944 train 3.393912 945 train 4.018098 946 train 3.847831 947 train 3.568585 948 train 3.878317 949 train 3.764017 950 val 6.4673 950 train 3.642371 951 train 3.869505 952 train 3.745662 953 train 3.674584 954 train 3.559941 955 train 3.578511 956 train 3.563434 957 train 3.604825 958 train 3.544116 959 train 3.524555 960 train 3.404846 961 train 3.425061 962 train 3.523267 963 train 3.493451 964 train 3.414977 965 train 3.584806 966 train 3.333601 967 train 3.230635 968 train 3.302764 969 train 3.500862 970 train 3.650674 971 train 3.546328 972 train 3.639271 973 train 3.530993 974 train 3.554831 975 val 6.5294 975 train 3.518800 976 train 3.476922 977 train 3.570693 978 train 3.411178 979 train 3.161042 980 train 3.230705 981 train 3.857168 982 train 3.700352 983 train 3.461708 984 train 3.674340 985 train 3.575639 986 train 3.548451 987 train 3.685603 988 train 3.572687 989 train 3.513499 990 train 3.464108 991 train 3.357079 992 train 3.359750 993 train 3.443772 994 train 3.368771 995 train 3.374420 996 train 3.285421 997 train 3.230461 998 train 3.310121 999 train 3.340599 1000 val 6.5934 1000 train 3.267662 1001 train 3.343431 1002 train 3.161013 1003 train 3.137743 1004 train 3.218025 1005 train 3.360537 1006 train 3.612798 1007 train 3.534777 1008 train 3.465956 1009 train 3.397951 1010 train 3.364825 1011 train 3.336453 1012 train 3.387809 1013 train 3.502851 1014 train 3.295002 1015 train 3.124507 1016 train 3.116401 1017 train 3.744138 1018 train 3.566197 1019 train 3.376037 1020 train 3.564498 1021 train 3.421504 1022 train 3.361140 1023 train 3.651388 1024 train 3.378787 1025 val 6.5543 1025 train 3.321051 1026 train 3.243523 1027 train 3.207868 1028 train 3.174497 1029 train 3.230328 1030 train 3.204603 1031 train 3.169760 1032 train 3.120688 1033 train 3.045045 1034 train 3.169632 1035 train 3.162289 1036 train 3.110662 1037 train 3.207512 1038 train 3.080328 1039 train 3.024534 1040 train 3.072734 1041 train 3.335511 1042 train 3.445606 1043 train 3.303167 1044 train 3.322026 1045 train 3.263860 1046 train 3.206576 1047 train 3.227373 1048 train 3.162005 1049 train 3.423194 1050 val 6.6221 1050 train 3.207942 1051 train 2.935213 1052 train 3.020873 1053 train 3.510996 1054 train 3.290810 1055 train 3.202367 1056 train 3.422195 1057 train 3.311996 1058 train 3.198696 1059 train 3.389604 1060 train 3.186714 1061 train 3.109873 1062 train 3.051154 1063 train 3.125354 1064 train 3.082185 1065 train 3.103612 1066 train 3.019743 1067 train 3.088609 1068 train 2.931013 1069 train 2.932475 1070 train 2.982424 1071 train 2.950448 1072 train 2.997095 1073 train 2.976530 1074 train 2.897674 1075 val 6.7123 1075 train 2.956689 1076 train 2.934077 1077 train 3.174624 1078 train 3.243995 1079 train 3.113221 1080 train 3.182192 1081 train 3.111641 1082 train 3.051934 1083 train 2.996809 1084 train 2.971246 1085 train 3.127200 1086 train 3.040948 1087 train 2.891421 1088 train 2.842088 1089 train 3.326386 1090 train 3.144963 1091 train 3.027319 1092 train 3.200355 1093 train 3.108361 1094 train 3.096619 1095 train 3.374536 1096 train 3.084772 1097 train 2.974389 1098 train 2.898720 1099 train 2.995914 1100 val 6.6969 1100 train 2.943610 1101 train 2.977296 1102 train 2.962358 1103 train 2.924128 1104 train 2.837363 1105 train 2.796806 1106 train 2.904747 1107 train 2.838784 1108 train 2.834661 1109 train 2.925105 1110 train 2.784651 1111 train 2.782625 1112 train 2.871052 1113 train 3.148769 1114 train 3.137074 1115 train 2.915078 1116 train 3.007798 1117 train 3.013058 1118 train 2.955846 1119 train 2.794014 1120 train 2.786894 1121 train 2.897782 1122 train 2.823052 1123 train 2.720860 1124 train 2.742165 1125 val 6.7687 1125 train 3.226141 1126 train 2.992266 1127 train 2.917234 1128 train 3.072570 1129 train 3.029062 1130 train 2.938693 1131 train 3.246114 1132 train 3.068690 1133 train 2.881153 1134 train 2.857027 1135 train 2.808321 1136 train 2.885839 1137 train 2.880900 1138 train 2.772801 1139 train 2.803117 1140 train 2.674667 1141 train 2.671877 1142 train 2.758073 1143 train 2.753359 1144 train 2.711674 1145 train 2.737090 1146 train 2.713919 1147 train 2.723179 1148 train 2.782078 1149 train 2.982275 1150 val 6.8500 1150 train 3.053377 1151 train 2.933817 1152 train 2.891790 1153 train 2.860615 1154 train 2.823134 1155 train 2.713897 1156 train 2.653379 1157 train 2.762173 1158 train 2.651352 1159 train 2.531381 1160 train 2.572459 1161 train 3.235595 1162 train 2.973853 1163 train 2.686896 1164 train 2.903080 1165 train 2.768995 1166 train 2.645585 1167 train 2.913647 1168 train 2.884055 1169 train 2.774750 1170 train 2.847442 1171 train 2.714318 1172 train 2.730903 1173 train 2.832000 1174 train 2.649022 1175 val 6.8100 1175 train 2.635882 1176 train 2.563847 1177 train 2.581181 1178 train 2.688020 1179 train 2.622075 1180 train 2.762766 1181 train 2.623858 1182 train 2.545609 1183 train 2.537757 1184 train 2.673554 1185 train 2.876775 1186 train 2.990515 1187 train 2.822264 1188 train 2.681839 1189 train 2.646358 1190 train 2.623138 1191 train 2.588182 1192 train 2.500922 1193 train 2.599724 1194 train 2.556723 1195 train 2.457798 1196 train 2.444914 1197 train 3.112892 1198 train 2.858452 1199 train 2.595261 1200 val 6.9225 1200 train 2.705966 1201 train 2.624895 1202 train 2.427374 1203 train 2.717122 1204 train 2.635806 1205 train 2.718300 1206 train 2.601114 1207 train 2.550156 1208 train 2.591734 1209 train 2.549590 1210 train 2.500066 1211 train 2.428690 1212 train 2.383106 1213 train 2.424263 1214 train 2.548594 1215 train 2.499900 1216 train 2.531899 1217 train 2.568747 1218 train 2.491507 1219 train 2.419258 1220 train 2.483441 1221 train 2.636377 1222 train 2.768589 1223 train 2.649744 1224 train 2.617243 1225 val 6.9774 1225 train 2.561519 1226 train 2.487865 1227 train 2.552052 1228 train 2.385509 1229 train 2.487080 1230 train 2.475494 1231 train 2.292721 1232 train 2.254216 1233 train 2.833015 1234 train 2.637802 1235 train 2.434698 1236 train 2.508819 1237 train 2.447679 1238 train 2.310999 1239 train 2.572468 1240 train 2.492334 1241 train 2.484304 1242 train 2.566138 1243 train 2.424923 1244 train 2.446449 1245 train 2.428213 1246 train 2.384233 1247 train 2.344263 1248 train 2.298983 1249 train 2.275369 1250 val 6.9891 1250 train 2.331932 1251 train 2.385128 1252 train 2.342906 1253 train 2.506195 1254 train 2.357340 1255 train 2.251631 1256 train 2.275614 1257 train 2.479379 1258 train 2.644008 1259 train 2.489674 1260 train 2.481933 1261 train 2.418626 1262 train 2.443790 1263 train 2.344834 1264 train 2.299989 1265 train 2.410471 1266 train 2.315433 1267 train 2.232553 1268 train 2.113993 1269 train 2.808301 1270 train 2.461607 1271 train 2.305866 1272 train 2.530293 1273 train 2.380056 1274 train 2.179688 1275 val 7.0242 1275 train 2.530040 1276 train 2.360715 1277 train 2.362410 1278 train 2.356007 1279 train 2.375306 1280 train 2.317346 1281 train 2.206383 1282 train 2.166549 1283 train 2.189572 1284 train 2.089027 1285 train 2.126140 1286 train 2.156049 1287 train 2.175655 1288 train 2.152356 1289 train 2.261830 1290 train 2.275641 1291 train 2.182227 1292 train 2.314202 1293 train 2.351667 1294 train 2.437823 1295 train 2.348386 1296 train 2.264498 1297 train 2.215025 1298 train 2.240833 1299 train 2.306437 1300 val 7.0627 1300 train 2.186899 1301 train 2.299134 1302 train 2.145200 1303 train 2.059419 1304 train 2.003743 1305 train 2.573154 1306 train 2.286500 1307 train 2.157769 1308 train 2.377948 1309 train 2.254301 1310 train 2.160833 1311 train 2.395914 1312 train 2.262871 1313 train 2.169827 1314 train 2.156225 1315 train 2.160337 1316 train 2.154797 1317 train 2.083406 1318 train 2.074488 1319 train 2.076494 1320 train 2.052830 1321 train 1.994176 1322 train 2.015007 1323 train 2.029674 1324 train 2.001952 1325 val 7.1745 1325 train 2.057130 1326 train 2.080662 1327 train 2.083860 1328 train 2.151896 1329 train 2.329699 1330 train 2.402449 1331 train 2.285022 1332 train 2.211522 1333 train 2.132493 1334 train 2.146441 1335 train 2.134801 1336 train 2.121457 1337 train 2.176867 1338 train 2.052375 1339 train 1.961032 1340 train 1.903515 1341 train 2.450712 1342 train 2.121043 1343 train 2.037257 1344 train 2.286791 1345 train 2.144173 1346 train 2.009767 1347 train 2.299144 1348 train 2.173506 1349 train 2.091201 1350 val 7.1555 1350 train 2.116238 1351 train 2.227908 1352 train 2.019760 1353 train 1.999536 1354 train 1.980809 1355 train 1.956174 1356 train 1.910409 1357 train 1.936958 1358 train 1.919528 1359 train 1.906642 1360 train 1.905107 1361 train 1.977004 1362 train 1.966493 1363 train 1.969069 1364 train 2.140822 1365 train 2.169863 1366 train 2.248939 1367 train 2.267850 1368 train 2.085495 1369 train 1.950664 1370 train 1.984430 1371 train 1.954590 1372 train 1.977391 1373 train 2.047754 1374 train 1.918181 1375 val 7.2007 1375 train 1.855327 1376 train 1.826065 1377 train 2.330475 1378 train 2.036601 1379 train 1.938723 1380 train 2.160656 1381 train 2.019970 1382 train 1.946639 1383 train 2.193348 1384 train 2.157184 1385 train 1.984750 1386 train 2.001864 1387 train 2.045141 1388 train 1.830218 1389 train 1.821017 1390 train 1.786158 1391 train 1.794729 1392 train 1.811851 1393 train 1.800843 1394 train 1.807834 1395 train 1.817720 1396 train 1.815660 1397 train 1.824960 1398 train 1.938879 1399 train 1.768334 1400 val 7.2961 1400 train 1.877888 1401 train 1.979844 1402 train 2.064939 1403 train 1.995126 1404 train 2.124869 1405 train 1.899299 1406 train 1.868198 1407 train 1.777543 1408 train 1.821869 1409 train 1.922665 1410 train 1.741720 1411 train 1.667070 1412 train 1.752720 1413 train 2.157525 1414 train 1.859259 1415 train 1.797908 1416 train 1.972355 1417 train 1.924455 1418 train 1.804641 1419 train 2.095809 1420 train 2.122448 1421 train 1.828022 1422 train 1.905720 1423 train 1.884532 1424 train 1.731979 1425 val 7.3600 1425 train 1.700300 1426 train 1.653213 1427 train 1.695701 1428 train 1.671720 1429 train 1.776085 1430 train 1.740658 1431 train 1.679832 1432 train 1.746680 1433 train 1.769672 1434 train 1.795275 1435 train 1.763799 1436 train 1.760895 1437 train 1.874179 1438 train 1.941060 1439 train 1.865716 1440 train 1.998230 1441 train 1.881743 1442 train 1.747447 1443 train 1.684252 1444 train 1.685292 1445 train 1.771142 1446 train 1.659833 1447 train 1.638613 1448 train 1.569261 1449 train 2.084235 1450 val 7.3618 1450 train 1.735282 1451 train 1.707801 1452 train 1.914738 1453 train 1.786180 1454 train 1.741541 1455 train 1.948401 1456 train 1.851136 1457 train 1.639330 1458 train 1.679978 1459 train 1.676256 1460 train 1.551803 1461 train 1.581020 1462 train 1.640479 1463 train 1.596135 1464 train 1.559924 1465 train 1.686370 1466 train 1.782218 1467 train 1.656064 1468 train 1.698331 1469 train 1.656276 1470 train 1.672273 1471 train 1.658650 1472 train 1.625593 1473 train 1.780584 1474 train 1.853803 1475 val 7.4290 1475 train 1.737067 1476 train 1.868159 1477 train 1.755880 1478 train 1.582794 1479 train 1.512536 1480 train 1.560144 1481 train 1.749895 1482 train 1.551587 1483 train 1.541534 1484 train 1.466235 1485 train 1.872991 1486 train 1.620030 1487 train 1.596780 1488 train 1.774980 1489 train 1.741018 1490 train 1.580338 1491 train 1.748949 1492 train 1.714574 1493 train 1.633608 1494 train 1.605703 1495 train 1.600944 1496 train 1.494384 1497 train 1.546842 1498 train 1.532350 1499 train 1.580837 1500 val 7.4543 1500 train 1.528229 1501 train 1.555372 1502 train 1.723182 1503 train 1.698189 1504 train 1.613904 1505 train 1.633357 1506 train 1.551153 1507 train 1.576032 1508 train 1.549330 1509 train 1.655241 1510 train 1.734908 1511 train 1.630970 1512 train 1.744857 1513 train 1.642468 1514 train 1.535176 1515 train 1.474625 1516 train 1.485337 1517 train 1.604934 1518 train 1.623852 1519 train 1.463845 1520 train 1.450487 1521 train 1.855629 1522 train 1.558386 1523 train 1.516471 1524 train 1.686294 1525 val 7.4987 1525 train 1.649580 1526 train 1.510228 1527 train 1.667835 1528 train 1.631532 1529 train 1.610126 1530 train 1.525837 1531 train 1.506953 1532 train 1.397707 1533 train 1.410986 1534 train 1.400133 1535 train 1.412490 1536 train 1.427236 1537 train 1.413564 1538 train 1.498092 1539 train 1.702775 1540 train 1.508690 1541 train 1.398357 1542 train 1.373880 1543 train 1.389549 1544 train 1.429562 1545 train 1.484295 1546 train 1.592598 1547 train 1.531301 1548 train 1.616548 1549 train 1.537558 1550 val 7.5784 1550 train 1.447793 1551 train 1.396942 1552 train 1.409433 1553 train 1.516469 1554 train 1.605232 1555 train 1.397128 1556 train 1.335960 1557 train 1.771275 1558 train 1.434477 1559 train 1.371155 1560 train 1.595230 1561 train 1.522859 1562 train 1.422795 1563 train 1.632531 1564 train 1.488424 1565 train 1.529728 1566 train 1.396454 1567 train 1.355796 1568 train 1.306643 1569 train 1.264417 1570 train 1.259153 1571 train 1.274560 1572 train 1.344718 1573 train 1.350199 1574 train 1.416977 1575 val 7.6229 1575 train 1.495345 1576 train 1.421057 1577 train 1.361893 1578 train 1.380933 1579 train 1.397598 1580 train 1.461423 1581 train 1.539529 1582 train 1.598095 1583 train 1.466011 1584 train 1.510666 1585 train 1.378226 1586 train 1.393380 1587 train 1.307793 1588 train 1.310230 1589 train 1.475269 1590 train 1.457646 1591 train 1.312366 1592 train 1.346750 1593 train 1.687050 1594 train 1.373355 1595 train 1.319820 1596 train 1.513771 1597 train 1.506716 1598 train 1.313854 1599 train 1.555584 1600 val 7.6552 1600 train 1.405687 1601 train 1.425410 1602 train 1.327661 1603 train 1.294170 1604 train 1.223329 1605 train 1.198517 1606 train 1.171643 1607 train 1.171515 1608 train 1.246629 1609 train 1.280745 1610 train 1.335910 1611 train 1.324316 1612 train 1.312652 1613 train 1.274906 1614 train 1.241035 1615 train 1.295028 1616 train 1.322431 1617 train 1.380294 1618 train 1.448014 1619 train 1.298414 1620 train 1.440010 1621 train 1.256586 1622 train 1.275728 1623 train 1.257728 1624 train 1.189298 1625 val 7.6969 1625 train 1.358649 1626 train 1.285005 1627 train 1.257800 1628 train 1.233683 1629 train 1.518711 1630 train 1.289507 1631 train 1.255152 1632 train 1.469351 1633 train 1.387694 1634 train 1.230712 1635 train 1.425401 1636 train 1.414967 1637 train 1.295958 1638 train 1.230195 1639 train 1.219349 1640 train 1.109361 1641 train 1.088153 1642 train 1.065220 1643 train 1.068794 1644 train 1.127005 1645 train 1.180875 1646 train 1.318452 1647 train 1.319785 1648 train 1.265774 1649 train 1.268455 1650 val 7.8068 1650 train 1.193521 1651 train 1.226600 1652 train 1.285968 1653 train 1.311630 1654 train 1.364136 1655 train 1.249247 1656 train 1.356982 1657 train 1.223580 1658 train 1.239391 1659 train 1.169069 1660 train 1.122310 1661 train 1.297564 1662 train 1.227553 1663 train 1.227470 1664 train 1.160463 1665 train 1.434520 1666 train 1.210589 1667 train 1.158149 1668 train 1.364392 1669 train 1.288992 1670 train 1.176981 1671 train 1.357374 1672 train 1.274014 1673 train 1.259361 1674 train 1.164882 1675 val 7.8417 1675 train 1.125580 1676 train 1.035624 1677 train 1.012097 1678 train 1.007588 1679 train 1.004984 1680 train 1.045906 1681 train 1.074696 1682 train 1.204515 1683 train 1.259533 1684 train 1.185499 1685 train 1.230118 1686 train 1.086297 1687 train 1.114558 1688 train 1.235419 1689 train 1.189485 1690 train 1.241316 1691 train 1.111396 1692 train 1.227406 1693 train 1.128914 1694 train 1.175684 1695 train 1.087761 1696 train 1.056497 1697 train 1.254417 1698 train 1.177052 1699 train 1.134809 1700 val 7.9073 1700 train 1.065151 1701 train 1.328059 1702 train 1.119140 1703 train 1.085092 1704 train 1.273161 1705 train 1.190944 1706 train 1.115706 1707 train 1.327789 1708 train 1.226914 1709 train 1.166224 1710 train 1.145160 1711 train 1.051919 1712 train 0.951835 1713 train 0.980540 1714 train 0.930346 1715 train 0.956125 1716 train 0.991990 1717 train 0.994676 1718 train 1.066748 1719 train 1.108416 1720 train 1.046614 1721 train 1.134082 1722 train 1.015552 1723 train 1.012977 1724 train 1.073795 1725 val 7.9295 1725 train 1.129082 1726 train 1.192530 1727 train 1.060214 1728 train 1.164892 1729 train 1.062050 1730 train 1.103199 1731 train 1.050314 1732 train 1.000324 1733 train 1.188305 1734 train 1.129998 1735 train 1.071757 1736 train 0.997396 1737 train 1.267768 1738 train 1.112837 1739 train 1.032835 1740 train 1.214769 1741 train 1.155165 1742 train 1.079241 1743 train 1.240596 1744 train 1.170254 1745 train 1.076191 1746 train 1.040973 1747 train 0.958973 1748 train 0.873444 1749 train 0.912334 1750 val 8.0149 1750 train 0.873827 1751 train 0.853946 1752 train 0.891737 1753 train 0.892127 1754 train 0.981999 1755 train 0.997024 1756 train 0.964420 1757 train 1.018608 1758 train 1.002090 1759 train 0.940625 1760 train 1.009175 1761 train 1.063251 1762 train 1.161752 1763 train 1.029428 1764 train 1.126740 1765 train 1.031906 1766 train 1.067702 1767 train 1.009714 1768 train 0.980201 1769 train 1.093656 1770 train 1.038224 1771 train 0.958493 1772 train 0.917139 1773 train 1.206770 1774 train 1.033852 1775 val 8.0820 1775 train 0.999594 1776 train 1.153004 1777 train 1.128462 1778 train 1.001803 1779 train 1.181098 1780 train 1.046444 1781 train 1.017154 1782 train 0.952473 1783 train 0.854612 1784 train 0.782588 1785 train 0.812815 1786 train 0.797015 1787 train 0.803993 1788 train 0.871946 1789 train 0.855334 1790 train 0.956803 1791 train 0.929366 1792 train 0.881786 1793 train 0.981665 1794 train 0.982990 1795 train 0.890186 1796 train 0.911273 1797 train 0.996219 1798 train 1.062409 1799 train 0.980698 1800 val 8.0685 1800 train 1.028993 1801 train 0.951199 1802 train 1.025717 1803 train 0.918556 1804 train 0.940018 1805 train 0.992781 1806 train 0.936344 1807 train 0.870713 1808 train 0.853256 1809 train 1.128685 1810 train 0.957895 1811 train 0.929693 1812 train 1.067855 1813 train 1.031350 1814 train 0.936712 1815 train 1.130170 1816 train 0.981925 1817 train 0.925518 1818 train 0.868202 1819 train 0.798403 1820 train 0.744322 1821 train 0.780534 1822 train 0.737748 1823 train 0.756756 1824 train 0.807286 1825 val 8.2105 1825 train 0.817070 1826 train 0.914315 1827 train 0.823604 1828 train 0.800276 1829 train 0.886206 1830 train 0.822744 1831 train 0.822808 1832 train 0.836583 1833 train 0.891918 1834 train 0.962069 1835 train 0.891376 1836 train 0.941722 1837 train 0.854019 1838 train 0.947393 1839 train 0.837152 1840 train 0.868285 1841 train 0.990469 1842 train 0.899959 1843 train 0.815812 1844 train 0.783822 1845 train 1.039973 1846 train 0.876261 1847 train 0.869614 1848 train 0.978222 1849 train 0.922476 1850 val 8.2780 1850 train 0.875714 1851 train 1.042852 1852 train 0.943729 1853 train 0.884698 1854 train 0.815490 1855 train 0.741684 1856 train 0.712469 1857 train 0.724882 1858 train 0.689037 1859 train 0.700303 1860 train 0.732329 1861 train 0.750145 1862 train 0.823346 1863 train 0.792333 1864 train 0.706275 1865 train 0.773558 1866 train 0.718368 1867 train 0.727975 1868 train 0.752850 1869 train 0.795029 1870 train 0.845871 1871 train 0.749792 1872 train 0.836294 1873 train 0.767251 1874 train 0.891764 1875 val 8.2529 1875 train 0.810351 1876 train 0.824942 1877 train 0.975529 1878 train 0.892331 1879 train 0.809765 1880 train 0.755089 1881 train 0.993605 1882 train 0.794299 1883 train 0.800795 1884 train 0.930591 1885 train 0.915703 1886 train 0.855392 1887 train 0.999410 1888 train 0.852117 1889 train 0.798759 1890 train 0.752777 1891 train 0.663288 1892 train 0.631102 1893 train 0.676028 1894 train 0.627439 1895 train 0.665148 1896 train 0.666828 1897 train 0.684898 1898 train 0.751108 1899 train 0.720302 1900 val 8.3785 1900 train 0.674255 1901 train 0.725110 1902 train 0.671248 1903 train 0.665651 1904 train 0.684029 1905 train 0.729748 1906 train 0.782175 1907 train 0.717394 1908 train 0.801443 1909 train 0.720458 1910 train 0.850864 1911 train 0.761456 1912 train 0.756241 1913 train 0.871164 1914 train 0.801756 1915 train 0.737631 1916 train 0.707781 1917 train 0.917531 1918 train 0.758302 1919 train 0.783139 1920 train 0.876341 1921 train 0.864322 1922 train 0.785177 1923 train 0.936906 1924 train 0.780666 1925 val 8.3586 1925 train 0.770725 1926 train 0.714611 1927 train 0.655097 1928 train 0.605717 1929 train 0.652036 1930 train 0.599943 1931 train 0.599016 1932 train 0.646680 1933 train 0.651931 1934 train 0.671984 1935 train 0.676167 1936 train 0.620688 1937 train 0.718328 1938 train 0.655384 1939 train 0.620919 1940 train 0.630459 1941 train 0.691593 1942 train 0.728547 1943 train 0.663891 1944 train 0.737084 1945 train 0.680848 1946 train 0.760774 1947 train 0.709789 1948 train 0.706011 1949 train 0.797725 1950 val 8.4009 1950 train 0.701897 1951 train 0.675253 1952 train 0.644184 1953 train 0.852495 1954 train 0.664031 1955 train 0.698725 1956 train 0.880900 1957 train 0.793828 1958 train 0.717448 1959 train 0.920001 1960 train 0.752776 1961 train 0.700717 1962 train 0.659606 1963 train 0.601431 1964 train 0.561991 1965 train 0.614260 1966 train 0.559817 1967 train 0.559832 1968 train 0.602699 1969 train 0.613370 1970 train 0.616024 1971 train 0.639392 1972 train 0.570907 1973 train 0.658998 1974 train 0.590456 1975 val 8.4968 1975 train 0.574418 1976 train 0.574083 1977 train 0.618743 1978 train 0.666686 1979 train 0.607487 1980 train 0.691806 1981 train 0.637507 1982 train 0.702983 1983 train 0.643338 1984 train 0.636388 1985 train 0.729601 1986 train 0.677944 1987 train 0.649945 1988 train 0.625299 1989 train 0.824443 1990 train 0.648842 1991 train 0.644795 1992 train 0.792888 1993 train 0.746214 1994 train 0.640683 1995 train 0.862832 1996 train 0.703452 1997 train 0.657484 1998 train 0.610032 1999 train 0.560975 2000 val 8.5020 2000 train 0.521851 2001 train 0.586217 2002 train 0.535006 2003 train 0.530324 2004 train 0.556078 2005 train 0.551466 2006 train 0.555439 2007 train 0.595488 2008 train 0.540645 2009 train 0.603602 2010 train 0.568981 2011 train 0.540747 2012 train 0.530531 2013 train 0.622816 2014 train 0.619737 2015 train 0.550096 2016 train 0.633014 2017 train 0.583185 2018 train 0.629866 2019 train 0.585942 2020 train 0.577783 2021 train 0.708431 2022 train 0.605226 2023 train 0.581621 2024 train 0.564367 2025 val 8.6075 2025 train 0.759903 2026 train 0.575246 2027 train 0.578899 2028 train 0.716380 2029 train 0.702339 2030 train 0.602239 2031 train 0.824976 2032 train 0.680693 2033 train 0.632517 2034 train 0.635227 2035 train 0.559955 2036 train 0.517448 2037 train 0.551259 2038 train 0.515704 2039 train 0.515610 2040 train 0.503079 2041 train 0.528547 2042 train 0.557114 2043 train 0.585525 2044 train 0.516451 2045 train 0.591225 2046 train 0.548730 2047 train 0.508793 2048 train 0.516546 2049 train 0.585820 2050 val 8.6927 2050 train 0.566440 2051 train 0.507019 2052 train 0.589123 2053 train 0.536216 2054 train 0.579399 2055 train 0.533013 2056 train 0.514201 2057 train 0.674477 2058 train 0.585636 2059 train 0.542738 2060 train 0.524531 2061 train 0.704416 2062 train 0.555688 2063 train 0.551884 2064 train 0.717677 2065 train 0.695682 2066 train 0.573281 2067 train 0.750193 2068 train 0.665650 2069 train 0.597167 2070 train 0.571591 2071 train 0.503904 2072 train 0.451837 2073 train 0.495697 2074 train 0.465189 2075 val 8.6478 2075 train 0.468317 2076 train 0.471908 2077 train 0.478408 2078 train 0.510031 2079 train 0.524598 2080 train 0.495018 2081 train 0.552091 2082 train 0.504582 2083 train 0.496626 2084 train 0.490320 2085 train 0.523668 2086 train 0.541475 2087 train 0.454968 2088 train 0.533381 2089 train 0.486627 2090 train 0.529735 2091 train 0.490814 2092 train 0.476164 2093 train 0.590491 2094 train 0.534674 2095 train 0.514296 2096 train 0.462789 2097 train 0.651127 2098 train 0.532691 2099 train 0.510534 2100 val 8.8025 2100 train 0.640570 2101 train 0.625254 2102 train 0.561912 2103 train 0.709705 2104 train 0.597395 2105 train 0.554452 2106 train 0.483373 2107 train 0.458093 2108 train 0.410454 2109 train 0.459408 2110 train 0.431872 2111 train 0.436809 2112 train 0.428280 2113 train 0.449842 2114 train 0.458111 2115 train 0.483079 2116 train 0.452064 2117 train 0.503755 2118 train 0.461441 2119 train 0.453926 2120 train 0.466443 2121 train 0.487290 2122 train 0.528180 2123 train 0.453045 2124 train 0.524468 2125 val 8.8277 2125 train 0.470044 2126 train 0.500560 2127 train 0.466047 2128 train 0.458980 2129 train 0.541117 2130 train 0.497841 2131 train 0.468037 2132 train 0.419970 2133 train 0.636228 2134 train 0.473489 2135 train 0.457852 2136 train 0.594184 2137 train 0.566774 2138 train 0.517231 2139 train 0.698352 2140 train 0.568090 2141 train 0.525115 2142 train 0.482001 2143 train 0.427602 2144 train 0.399869 2145 train 0.459857 2146 train 0.406454 2147 train 0.409238 2148 train 0.407781 2149 train 0.410721 2150 val 8.8807 2150 train 0.442853 2151 train 0.457934 2152 train 0.416830 2153 train 0.466983 2154 train 0.406930 2155 train 0.413007 2156 train 0.415975 2157 train 0.464493 2158 train 0.516254 2159 train 0.414774 2160 train 0.507116 2161 train 0.435071 2162 train 0.463420 2163 train 0.445958 2164 train 0.422799 2165 train 0.489576 2166 train 0.432736 2167 train 0.433548 2168 train 0.381983 2169 train 0.547410 2170 train 0.421394 2171 train 0.440895 2172 train 0.556202 2173 train 0.536711 2174 train 0.467781 2175 val 9.0106 2175 train 0.641602 2176 train 0.540462 2177 train 0.466001 2178 train 0.439121 2179 train 0.404978 2180 train 0.409305 2181 train 0.423689 2182 train 0.384839 2183 train 0.389359 2184 train 0.392495 2185 train 0.381823 2186 train 0.403019 2187 train 0.421631 2188 train 0.374657 2189 train 0.407233 2190 train 0.395195 2191 train 0.404103 2192 train 0.391659 2193 train 0.430967 2194 train 0.488921 2195 train 0.415383 2196 train 0.453120 2197 train 0.393215 2198 train 0.423102 2199 train 0.388164 2200 val 8.9732 2200 train 0.371991 2201 train 0.435868 2202 train 0.380041 2203 train 0.404738 2204 train 0.369335 2205 train 0.516943 2206 train 0.392640 2207 train 0.407200 2208 train 0.488656 2209 train 0.497261 2210 train 0.432711 2211 train 0.571459 2212 train 0.490172 2213 train 0.456005 2214 train 0.406047 2215 train 0.396412 2216 train 0.374029 2217 train 0.413769 2218 train 0.392196 2219 train 0.390437 2220 train 0.373280 2221 train 0.367447 2222 train 0.389954 2223 train 0.386916 2224 train 0.350135 2225 val 9.0198 2225 train 0.376304 2226 train 0.348666 2227 train 0.370263 2228 train 0.367642 2229 train 0.405260 2230 train 0.446862 2231 train 0.384582 2232 train 0.446285 2233 train 0.394862 2234 train 0.404783 2235 train 0.387847 2236 train 0.364299 2237 train 0.427734 2238 train 0.370049 2239 train 0.388838 2240 train 0.355378 2241 train 0.518840 2242 train 0.378819 2243 train 0.384541 2244 train 0.459692 2245 train 0.435827 2246 train 0.366104 2247 train 0.527674 2248 train 0.428329 2249 train 0.401979 2250 val 9.1431 2250 train 0.371680 2251 train 0.340476 2252 train 0.342962 2253 train 0.388290 2254 train 0.379772 2255 train 0.352395 2256 train 0.343404 2257 train 0.333691 2258 train 0.366545 2259 train 0.384135 2260 train 0.348247 2261 train 0.386315 2262 train 0.376654 2263 train 0.388298 2264 train 0.373011 2265 train 0.415090 2266 train 0.459432 2267 train 0.383512 2268 train 0.424890 2269 train 0.360987 2270 train 0.386289 2271 train 0.372953 2272 train 0.354759 2273 train 0.408555 2274 train 0.353304 2275 val 9.0997 2275 train 0.359968 2276 train 0.338970 2277 train 0.493991 2278 train 0.337463 2279 train 0.360005 2280 train 0.445136 2281 train 0.423592 2282 train 0.371638 2283 train 0.501181 2284 train 0.417015 2285 train 0.385412 2286 train 0.370710 2287 train 0.343601 2288 train 0.337441 2289 train 0.348278 2290 train 0.353107 2291 train 0.345263 2292 train 0.339135 2293 train 0.340456 2294 train 0.368010 2295 train 0.359703 2296 train 0.336356 2297 train 0.370075 2298 train 0.337898 2299 train 0.342745 2300 val 9.2222 2300 train 0.351435 2301 train 0.392771 2302 train 0.429770 2303 train 0.364776 2304 train 0.416913 2305 train 0.366229 2306 train 0.357954 2307 train 0.382105 2308 train 0.348827 2309 train 0.392347 2310 train 0.362496 2311 train 0.375175 2312 train 0.339727 2313 train 0.491782 2314 train 0.327643 2315 train 0.355923 2316 train 0.450123 2317 train 0.436155 2318 train 0.367051 2319 train 0.474222 2320 train 0.403966 2321 train 0.374065 2322 train 0.360198 2323 train 0.328268 2324 train 0.315361 2325 val 9.2604 2325 train 0.350053 2326 train 0.345518 2327 train 0.348323 2328 train 0.342001 2329 train 0.327329 2330 train 0.355690 2331 train 0.370929 2332 train 0.342483 2333 train 0.368373 2334 train 0.334963 2335 train 0.330138 2336 train 0.341518 2337 train 0.372714 2338 train 0.411632 2339 train 0.351782 2340 train 0.397768 2341 train 0.350298 2342 train 0.345558 2343 train 0.350965 2344 train 0.324627 2345 train 0.395800 2346 train 0.349674 2347 train 0.353159 2348 train 0.333569 2349 train 0.492855 2350 val 9.2135 2350 train 0.337972 2351 train 0.362272 2352 train 0.439511 2353 train 0.408603 2354 train 0.350722 2355 train 0.460467 2356 train 0.398195 2357 train 0.375654 2358 train 0.353479 2359 train 0.322193 2360 train 0.328048 2361 train 0.344344 2362 train 0.320985 2363 train 0.330036 2364 train 0.333582 2365 train 0.334113 2366 train 0.347785 2367 train 0.357846 2368 train 0.332324 2369 train 0.363305 2370 train 0.335413 2371 train 0.349122 2372 train 0.343994 2373 train 0.365461 2374 train 0.385002 2375 val 9.3803 2375 train 0.340913 2376 train 0.386888 2377 train 0.342498 2378 train 0.352117 2379 train 0.354537 2380 train 0.322910 2381 train 0.377687 2382 train 0.341071 2383 train 0.340933 2384 train 0.315189 2385 train 0.474565 2386 train 0.331062 2387 train 0.350791 2388 train 0.407007 2389 train 0.407503 2390 train 0.327477 2391 train 0.407525 2392 train 0.343633 2393 train 0.343879 2394 train 0.328644 2395 train 0.311935 2396 train 0.297584 2397 train 0.330903 2398 train 0.302490 2399 train 0.323182 2400 val 9.3904 2400 train 0.308203 2401 train 0.310890 2402 train 0.332603 2403 train 0.347081 2404 train 0.330658 2405 train 0.348995 2406 train 0.332739 2407 train 0.340443 2408 train 0.349695 2409 train 0.363260 2410 train 0.405708 2411 train 0.341197 2412 train 0.385611 2413 train 0.332312 2414 train 0.332582 2415 train 0.335612 2416 train 0.315473 2417 train 0.355941 2418 train 0.316069 2419 train 0.332376 2420 train 0.302030 2421 train 0.459400 2422 train 0.336072 2423 train 0.332203 2424 train 0.375025 2425 val 9.4449 2425 train 0.387725 2426 train 0.325476 2427 train 0.410980 2428 train 0.347234 2429 train 0.322899 2430 train 0.314762 2431 train 0.317355 2432 train 0.294108 2433 train 0.321116 2434 train 0.302450 2435 train 0.307234 2436 train 0.300401 2437 train 0.287791 2438 train 0.311811 2439 train 0.317151 2440 train 0.305256 2441 train 0.330820 2442 train 0.317083 2443 train 0.327042 2444 train 0.323058 2445 train 0.351302 2446 train 0.381118 2447 train 0.340331 2448 train 0.365068 2449 train 0.326130 2450 val 9.4092 2450 train 0.332229 2451 train 0.341247 2452 train 0.313472 2453 train 0.371779 2454 train 0.321408 2455 train 0.316316 2456 train 0.292634 2457 train 0.479302 2458 train 0.325877 2459 train 0.326779 2460 train 0.372262 2461 train 0.384318 2462 train 0.304475 2463 train 0.418748 2464 train 0.356251 2465 train 0.316787 2466 train 0.304927 2467 train 0.296154 2468 train 0.274650 2469 train 0.297695 2470 train 0.283857 2471 train 0.281296 2472 train 0.277178 2473 train 0.291024 2474 train 0.304354 2475 val 9.5187 2475 train 0.311574 2476 train 0.316901 2477 train 0.344332 2478 train 0.320778 2479 train 0.336071 2480 train 0.318033 2481 train 0.356769 2482 train 0.368093 2483 train 0.309418 2484 train 0.357448 2485 train 0.330220 2486 train 0.327609 2487 train 0.314192 2488 train 0.292319 2489 train 0.340573 2490 train 0.308521 2491 train 0.312795 2492 train 0.289767 2493 train 0.424368 2494 train 0.299451 2495 train 0.310073 2496 train 0.378382 2497 train 0.354806 2498 train 0.304057 2499 train 0.382714 2500 val 9.5780 2500 train 0.329443 2501 train 0.294395 2502 train 0.307276 2503 train 0.303890 2504 train 0.271421 2505 train 0.284635 2506 train 0.268214 2507 train 0.284588 2508 train 0.277578 2509 train 0.278123 2510 train 0.293862 2511 train 0.290377 2512 train 0.296548 2513 train 0.299614 2514 train 0.295225 2515 train 0.299170 2516 train 0.300348 2517 train 0.335596 2518 train 0.354140 2519 train 0.315695 2520 train 0.339319 2521 train 0.325040 2522 train 0.327668 2523 train 0.305377 2524 train 0.288324 2525 val 9.5439 2525 train 0.360738 2526 train 0.305671 2527 train 0.325092 2528 train 0.271368 2529 train 0.429157 2530 train 0.302901 2531 train 0.314445 2532 train 0.384056 2533 train 0.357187 2534 train 0.324570 2535 train 0.390300 2536 train 0.316512 2537 train 0.286897 2538 train 0.276296 2539 train 0.272243 2540 train 0.254910 2541 train 0.261948 2542 train 0.243890 2543 train 0.250260 2544 train 0.250745 2545 train 0.250018 2546 train 0.271580 2547 train 0.277083 2548 train 0.273780 2549 train 0.285638 2550 val 9.6986 2550 train 0.284290 2551 train 0.302583 2552 train 0.301045 2553 train 0.355637 2554 train 0.351967 2555 train 0.298972 2556 train 0.327146 2557 train 0.316415 2558 train 0.318922 2559 train 0.293508 2560 train 0.283868 2561 train 0.339738 2562 train 0.294903 2563 train 0.293217 2564 train 0.268721 2565 train 0.379878 2566 train 0.272760 2567 train 0.282498 2568 train 0.316529 2569 train 0.318894 2570 train 0.280034 2571 train 0.377837 2572 train 0.318866 2573 train 0.291897 2574 train 0.277018 2575 val 9.7097 2575 train 0.264560 2576 train 0.247037 2577 train 0.276756 2578 train 0.253212 2579 train 0.248429 2580 train 0.258560 2581 train 0.256088 2582 train 0.281923 2583 train 0.290747 2584 train 0.289657 2585 train 0.290942 2586 train 0.277695 2587 train 0.271138 2588 train 0.276072 2589 train 0.306031 2590 train 0.315970 2591 train 0.272393 2592 train 0.310755 2593 train 0.278032 2594 train 0.275788 2595 train 0.264754 2596 train 0.255026 2597 train 0.288315 2598 train 0.263062 2599 train 0.277018 2600 val 9.6865 2600 train 0.257125 2601 train 0.385381 2602 train 0.275844 2603 train 0.277167 2604 train 0.314977 2605 train 0.306939 2606 train 0.263985 2607 train 0.351339 2608 train 0.287715 2609 train 0.280605 2610 train 0.270947 2611 train 0.260212 2612 train 0.250548 2613 train 0.257595 2614 train 0.238826 2615 train 0.242687 2616 train 0.238232 2617 train 0.247749 2618 train 0.254971 2619 train 0.255551 2620 train 0.255453 2621 train 0.269803 2622 train 0.267728 2623 train 0.277721 2624 train 0.268597 2625 val 9.7547 2625 train 0.325310 2626 train 0.340966 2627 train 0.288865 2628 train 0.328449 2629 train 0.285302 2630 train 0.287830 2631 train 0.268505 2632 train 0.264728 2633 train 0.317319 2634 train 0.272818 2635 train 0.275237 2636 train 0.243835 2637 train 0.352847 2638 train 0.268154 2639 train 0.264780 2640 train 0.325498 2641 train 0.328231 2642 train 0.265299 2643 train 0.348693 2644 train 0.294075 2645 train 0.280577 2646 train 0.263325 2647 train 0.264435 2648 train 0.249377 2649 train 0.256854 2650 val 9.8981 2650 train 0.241797 2651 train 0.240131 2652 train 0.239782 2653 train 0.232799 2654 train 0.253582 2655 train 0.239366 2656 train 0.238381 2657 train 0.268279 2658 train 0.262247 2659 train 0.257864 2660 train 0.270590 2661 train 0.303796 2662 train 0.315819 2663 train 0.281969 2664 train 0.323267 2665 train 0.267069 2666 train 0.287036 2667 train 0.259107 2668 train 0.258363 2669 train 0.292754 2670 train 0.275372 2671 train 0.279481 2672 train 0.243884 2673 train 0.342225 2674 train 0.254850 2675 val 9.8415 2675 train 0.248834 2676 train 0.296473 2677 train 0.298535 2678 train 0.249058 2679 train 0.336941 2680 train 0.266468 2681 train 0.260950 2682 train 0.257941 2683 train 0.235462 2684 train 0.215178 2685 train 0.242871 2686 train 0.221013 2687 train 0.224948 2688 train 0.224119 2689 train 0.225653 2690 train 0.250187 2691 train 0.247523 2692 train 0.259838 2693 train 0.251226 2694 train 0.255844 2695 train 0.256016 2696 train 0.270336 2697 train 0.300480 2698 train 0.301442 2699 train 0.268753 2700 val 10.0268 2700 train 0.305301 2701 train 0.266950 2702 train 0.255897 2703 train 0.246491 2704 train 0.241554 2705 train 0.275239 2706 train 0.269017 2707 train 0.268920 2708 train 0.239309 2709 train 0.327535 2710 train 0.238147 2711 train 0.249558 2712 train 0.286809 2713 train 0.290866 2714 train 0.233391 2715 train 0.309916 2716 train 0.254844 2717 train 0.263260 2718 train 0.253595 2719 train 0.251129 2720 train 0.231785 2721 train 0.236544 2722 train 0.223387 2723 train 0.227062 2724 train 0.226316 2725 val 9.9738 2725 train 0.225101 2726 train 0.234633 2727 train 0.243351 2728 train 0.234502 2729 train 0.260366 2730 train 0.239048 2731 train 0.244376 2732 train 0.247316 2733 train 0.271467 2734 train 0.299130 2735 train 0.263344 2736 train 0.301539 2737 train 0.259237 2738 train 0.267722 2739 train 0.241829 2740 train 0.240709 2741 train 0.291919 2742 train 0.259795 2743 train 0.278878 2744 train 0.245408 2745 train 0.353872 2746 train 0.253134 2747 train 0.253059 2748 train 0.302767 2749 train 0.294748 2750 val 10.0433 2750 train 0.240577 2751 train 0.310688 2752 train 0.258845 2753 train 0.247783 2754 train 0.253546 2755 train 0.235151 2756 train 0.213712 2757 train 0.226015 2758 train 0.217512 2759 train 0.224553 2760 train 0.229130 2761 train 0.225979 2762 train 0.237800 2763 train 0.243242 2764 train 0.231446 2765 train 0.255085 2766 train 0.233324 2767 train 0.250388 2768 train 0.248374 2769 train 0.277696 2770 train 0.297977 2771 train 0.254936 2772 train 0.313842 2773 train 0.266467 2774 train 0.274238 2775 val 9.9611 2775 train 0.254960 2776 train 0.254020 2777 train 0.271075 2778 train 0.265759 2779 train 0.263233 2780 train 0.228708 2781 train 0.328766 2782 train 0.244992 2783 train 0.263931 2784 train 0.297105 2785 train 0.291347 2786 train 0.246148 2787 train 0.317461 2788 train 0.254376 2789 train 0.251674 2790 train 0.256346 2791 train 0.244091 2792 train 0.227893 2793 train 0.225871 2794 train 0.205370 2795 train 0.224668 2796 train 0.224232 2797 train 0.223759 2798 train 0.239465 2799 train 0.232287 2800 val 10.1366 2800 train 0.227291 2801 train 0.240458 2802 train 0.233194 2803 train 0.245964 2804 train 0.248796 2805 train 0.263701 2806 train 0.283106 2807 train 0.254928 2808 train 0.292112 2809 train 0.270900 2810 train 0.260956 2811 train 0.248726 2812 train 0.232465 2813 train 0.253321 2814 train 0.256674 2815 train 0.261744 2816 train 0.236094 2817 train 0.338372 2818 train 0.246636 2819 train 0.243253 2820 train 0.293761 2821 train 0.273878 2822 train 0.236454 2823 train 0.323682 2824 train 0.250224 2825 val 10.1580 2825 train 0.248112 2826 train 0.245832 2827 train 0.230940 2828 train 0.226914 2829 train 0.238636 2830 train 0.205276 2831 train 0.221396 2832 train 0.208154 2833 train 0.214183 2834 train 0.228467 2835 train 0.215361 2836 train 0.222587 2837 train 0.232309 2838 train 0.230150 2839 train 0.239845 2840 train 0.238822 2841 train 0.252680 2842 train 0.277541 2843 train 0.246126 2844 train 0.289187 2845 train 0.245102 2846 train 0.258206 2847 train 0.257298 2848 train 0.242269 2849 train 0.256125 2850 val 10.1116 2850 train 0.255023 2851 train 0.266953 2852 train 0.237474 2853 train 0.358921 2854 train 0.259721 2855 train 0.273868 2856 train 0.290079 2857 train 0.292267 2858 train 0.238413 2859 train 0.319639 2860 train 0.245783 2861 train 0.229323 2862 train 0.225262 2863 train 0.215884 2864 train 0.211618 2865 train 0.231950 2866 train 0.199378 2867 train 0.201126 2868 train 0.199555 2869 train 0.209377 2870 train 0.226446 2871 train 0.218839 2872 train 0.221137 2873 train 0.234591 2874 train 0.209232 2875 val 10.3023 2875 train 0.221800 2876 train 0.228181 2877 train 0.263717 2878 train 0.283257 2879 train 0.241498 2880 train 0.277218 2881 train 0.240883 2882 train 0.254334 2883 train 0.247919 2884 train 0.235661 2885 train 0.257322 2886 train 0.245718 2887 train 0.248510 2888 train 0.232500 2889 train 0.336667 2890 train 0.248004 2891 train 0.255174 2892 train 0.287626 2893 train 0.277617 2894 train 0.232198 2895 train 0.292772 2896 train 0.236386 2897 train 0.239392 2898 train 0.234653 2899 train 0.232270 2900 val 10.2108 2900 train 0.225984 2901 train 0.237762 2902 train 0.217023 2903 train 0.216184 2904 train 0.207134 2905 train 0.199413 2906 train 0.222648 2907 train 0.228408 2908 train 0.215404 2909 train 0.219898 2910 train 0.210328 2911 train 0.209435 2912 train 0.230089 2913 train 0.247261 2914 train 0.242571 2915 train 0.238948 2916 train 0.262743 2917 train 0.226249 2918 train 0.236267 2919 train 0.229052 2920 train 0.222098 2921 train 0.244564 2922 train 0.236029 2923 train 0.256228 2924 train 0.232289 2925 val 10.3295 2925 train 0.319533 2926 train 0.247486 2927 train 0.252761 2928 train 0.286909 2929 train 0.271127 2930 train 0.231044 2931 train 0.299006 2932 train 0.240408 2933 train 0.236637 2934 train 0.228434 2935 train 0.213785 2936 train 0.214539 2937 train 0.226685 2938 train 0.208335 2939 train 0.212816 2940 train 0.206124 2941 train 0.196134 2942 train 0.227093 2943 train 0.218214 2944 train 0.220762 2945 train 0.219973 2946 train 0.221486 2947 train 0.215256 2948 train 0.227158 2949 train 0.251945 2950 val 10.4785 2950 train 0.268624 2951 train 0.248269 2952 train 0.261955 2953 train 0.233856 2954 train 0.238418 2955 train 0.226903 2956 train 0.215257 2957 train 0.235266 2958 train 0.228005 2959 train 0.239576 2960 train 0.227206 2961 train 0.291695 2962 train 0.234157 2963 train 0.233700 2964 train 0.269132 2965 train 0.244456 2966 train 0.208580 2967 train 0.266481 2968 train 0.223235 2969 train 0.234825 2970 train 0.216150 2971 train 0.203180 2972 train 0.207936 2973 train 0.222013 2974 train 0.201086 2975 val 10.3206 2975 train 0.200992 2976 train 0.202128 2977 train 0.199224 2978 train 0.218696 2979 train 0.216703 2980 train 0.226189 2981 train 0.238443 2982 train 0.239455 2983 train 0.229187 2984 train 0.240354 2985 train 0.251848 2986 train 0.271422 2987 train 0.246731 2988 train 0.273035 2989 train 0.242602 2990 train 0.237882 2991 train 0.229033 2992 train 0.216418 2993 train 0.250946 2994 train 0.228479 2995 train 0.239916 2996 train 0.228425 2997 train 0.303153 2998 train 0.249254 2999 train 0.245327 3000 val 10.4372 3000 train 0.282621 3001 train 0.252388 3002 train 0.210408 3003 train 0.285417 3004 train 0.233498 3005 train 0.217973 3006 train 0.232312 3007 train 0.214761 3008 train 0.215490 3009 train 0.220890 3010 train 0.205058 3011 train 0.215227 3012 train 0.191514 3013 train 0.192662 3014 train 0.206574 3015 train 0.209480 3016 train 0.211726 3017 train 0.212367 3018 train 0.216819 3019 train 0.221905 3020 train 0.225368 3021 train 0.249557 3022 train 0.265115 3023 train 0.238944 3024 train 0.257887 3025 val 10.6018 3025 train 0.232753 3026 train 0.240550 3027 train 0.228137 3028 train 0.219685 3029 train 0.231639 3030 train 0.225185 3031 train 0.238238 3032 train 0.215583 3033 train 0.281111 3034 train 0.235924 3035 train 0.244091 3036 train 0.282116 3037 train 0.260547 3038 train 0.222942 3039 train 0.308743 3040 train 0.245401 3041 train 0.234691 3042 train 0.246145 3043 train 0.221318 3044 train 0.224232 3045 train 0.224223 3046 train 0.205406 3047 train 0.206091 3048 train 0.198574 3049 train 0.196354 3050 val 10.4686 3050 train 0.205667 3051 train 0.192200 3052 train 0.206274 3053 train 0.211832 3054 train 0.197330 3055 train 0.210424 3056 train 0.213260 3057 train 0.244233 3058 train 0.250513 3059 train 0.234228 3060 train 0.256312 3061 train 0.223225 3062 train 0.233715 3063 train 0.221509 3064 train 0.213933 3065 train 0.230574 3066 train 0.232200 3067 train 0.231455 3068 train 0.207889 3069 train 0.290817 3070 train 0.232417 3071 train 0.240343 3072 train 0.268382 3073 train 0.259814 3074 train 0.221992 3075 val 10.4860 3075 train 0.294198 3076 train 0.244146 3077 train 0.230979 3078 train 0.220096 3079 train 0.210645 3080 train 0.204515 3081 train 0.209715 3082 train 0.197186 3083 train 0.199024 3084 train 0.190799 3085 train 0.191622 3086 train 0.209045 3087 train 0.209131 3088 train 0.210391 3089 train 0.215920 3090 train 0.201287 3091 train 0.219276 3092 train 0.219412 3093 train 0.249830 3094 train 0.242607 3095 train 0.226025 3096 train 0.259737 3097 train 0.230754 3098 train 0.230184 3099 train 0.219023 3100 val 10.6729 3100 train 0.210834 3101 train 0.224495 3102 train 0.214203 3103 train 0.216103 3104 train 0.220271 3105 train 0.276973 3106 train 0.222193 3107 train 0.232354 3108 train 0.254616 3109 train 0.238166 3110 train 0.218511 3111 train 0.288164 3112 train 0.230750 3113 train 0.224578 3114 train 0.221830 3115 train 0.192377 3116 train 0.203271 3117 train 0.220766 3118 train 0.206236 3119 train 0.204140 3120 train 0.186812 3121 train 0.198960 3122 train 0.206630 3123 train 0.205862 3124 train 0.202008 3125 val 10.7782 3125 train 0.226657 3126 train 0.213091 3127 train 0.209316 3128 train 0.215464 3129 train 0.231835 3130 train 0.244532 3131 train 0.216143 3132 train 0.246058 3133 train 0.228430 3134 train 0.226964 3135 train 0.217776 3136 train 0.214387 3137 train 0.220750 3138 train 0.212549 3139 train 0.221131 3140 train 0.212625 3141 train 0.290413 3142 train 0.222143 3143 train 0.240908 3144 train 0.261699 3145 train 0.250595 3146 train 0.212855 3147 train 0.273157 3148 train 0.225170 3149 train 0.216049 3150 val 10.6630 3150 train 0.214447 3151 train 0.202252 3152 train 0.199894 3153 train 0.209079 3154 train 0.202029 3155 train 0.198816 3156 train 0.199053 3157 train 0.202370 3158 train 0.199799 3159 train 0.209656 3160 train 0.202732 3161 train 0.211625 3162 train 0.204713 3163 train 0.204655 3164 train 0.220400 3165 train 0.226697 3166 train 0.235327 3167 train 0.227186 3168 train 0.241536 3169 train 0.213372 3170 train 0.231254 3171 train 0.222102 3172 train 0.207615 3173 train 0.220301 3174 train 0.204964 3175 val 10.6648 3175 train 0.232909 3176 train 0.213315 3177 train 0.267338 3178 train 0.221497 3179 train 0.221931 3180 train 0.254159 3181 train 0.247162 3182 train 0.204707 3183 train 0.269577 3184 train 0.215377 3185 train 0.205353 3186 train 0.211304 3187 train 0.203135 3188 train 0.204272 3189 train 0.221296 3190 train 0.194649 3191 train 0.194322 3192 train 0.188168 3193 train 0.195052 3194 train 0.198555 3195 train 0.204426 3196 train 0.205970 3197 train 0.196741 3198 train 0.195511 3199 train 0.206530 3200 val 10.8240 3200 train 0.212520 3201 train 0.237422 3202 train 0.235424 3203 train 0.224634 3204 train 0.260179 3205 train 0.235339 3206 train 0.230424 3207 train 0.219759 3208 train 0.206829 3209 train 0.227827 3210 train 0.213956 3211 train 0.215475 3212 train 0.210666 3213 train 0.282337 3214 train 0.230145 3215 train 0.220214 3216 train 0.256690 3217 train 0.249862 3218 train 0.209275 3219 train 0.250917 3220 train 0.217380 3221 train 0.220023 3222 train 0.207088 3223 train 0.194847 3224 train 0.190312 3225 val 10.7596 3225 train 0.205145 3226 train 0.194143 3227 train 0.202096 3228 train 0.189626 3229 train 0.187305 3230 train 0.196245 3231 train 0.206990 3232 train 0.209204 3233 train 0.211900 3234 train 0.200836 3235 train 0.206076 3236 train 0.212362 3237 train 0.232445 3238 train 0.233643 3239 train 0.213159 3240 train 0.238036 3241 train 0.219311 3242 train 0.221359 3243 train 0.226608 3244 train 0.208306 3245 train 0.225865 3246 train 0.208448 3247 train 0.211476 3248 train 0.204728 3249 train 0.272952 3250 val 10.8442 3250 train 0.210571 3251 train 0.222842 3252 train 0.258213 3253 train 0.249664 3254 train 0.210628 3255 train 0.259228 3256 train 0.223683 3257 train 0.207709 3258 train 0.208938 3259 train 0.205978 3260 train 0.198699 3261 train 0.205115 3262 train 0.198794 3263 train 0.195249 3264 train 0.187277 3265 train 0.197148 3266 train 0.206375 3267 train 0.198902 3268 train 0.218615 3269 train 0.227262 3270 train 0.199936 3271 train 0.207366 3272 train 0.211006 3273 train 0.230717 3274 train 0.234546 3275 val 10.9165 3275 train 0.213243 3276 train 0.248935 3277 train 0.210365 3278 train 0.221692 3279 train 0.217987 3280 train 0.206090 3281 train 0.216320 3282 train 0.206087 3283 train 0.207947 3284 train 0.203005 3285 train 0.264357 3286 train 0.218497 3287 train 0.216523 3288 train 0.246363 3289 train 0.256119 3290 train 0.215138 3291 train 0.265770 3292 train 0.229333 3293 train 0.214569 3294 train 0.217462 3295 train 0.203543 3296 train 0.201064 3297 train 0.206610 3298 train 0.195214 3299 train 0.198705 3300 val 10.9267 3300 train 0.183550 3301 train 0.186152 3302 train 0.189156 3303 train 0.182379 3304 train 0.195605 3305 train 0.208988 3306 train 0.203805 3307 train 0.218930 3308 train 0.212413 3309 train 0.214138 3310 train 0.238126 3311 train 0.222159 3312 train 0.247324 3313 train 0.217791 3314 train 0.204134 3315 train 0.200142 3316 train 0.196216 3317 train 0.203456 3318 train 0.215218 3319 train 0.205742 3320 train 0.199588 3321 train 0.277563 3322 train 0.218633 3323 train 0.217036 3324 train 0.250128 3325 val 11.0093 3325 train 0.241480 3326 train 0.207553 3327 train 0.246864 3328 train 0.216951 3329 train 0.205976 3330 train 0.203606 3331 train 0.188862 3332 train 0.201036 3333 train 0.197127 3334 train 0.192202 3335 train 0.195893 3336 train 0.202679 3337 train 0.189246 3338 train 0.199327 3339 train 0.205579 3340 train 0.202390 3341 train 0.209711 3342 train 0.198776 3343 train 0.205787 3344 train 0.218072 3345 train 0.233844 3346 train 0.227801 3347 train 0.211719 3348 train 0.238427 3349 train 0.214104 3350 val 11.1670 3350 train 0.218831 3351 train 0.215391 3352 train 0.205933 3353 train 0.210198 3354 train 0.216255 3355 train 0.209644 3356 train 0.193953 3357 train 0.281957 3358 train 0.224669 3359 train 0.225369 3360 train 0.267613 3361 train 0.242746 3362 train 0.207170 3363 train 0.249506 3364 train 0.207559 3365 train 0.196147 3366 train 0.204408 3367 train 0.195255 3368 train 0.196974 3369 train 0.203171 3370 train 0.193445 3371 train 0.198440 3372 train 0.197048 3373 train 0.189964 3374 train 0.199437 3375 val 11.0249 3375 train 0.197578 3376 train 0.197696 3377 train 0.201440 3378 train 0.195686 3379 train 0.200811 3380 train 0.202269 3381 train 0.220248 3382 train 0.243967 3383 train 0.218218 3384 train 0.237932 3385 train 0.210492 3386 train 0.212247 3387 train 0.211961 3388 train 0.204818 3389 train 0.222041 3390 train 0.213484 3391 train 0.212621 3392 train 0.200787 3393 train 0.266723 3394 train 0.213990 3395 train 0.217271 3396 train 0.237593 3397 train 0.231507 3398 train 0.201407 3399 train 0.258484 3400 val 11.0918 3400 train 0.214379 3401 train 0.204925 3402 train 0.199038 3403 train 0.183207 3404 train 0.195673 3405 train 0.213086 3406 train 0.188831 3407 train 0.200871 3408 train 0.200981 3409 train 0.188590 3410 train 0.185942 3411 train 0.203007 3412 train 0.204642 3413 train 0.211462 3414 train 0.192493 3415 train 0.184473 3416 train 0.190699 3417 train 0.223210 3418 train 0.237282 3419 train 0.224418 3420 train 0.240978 3421 train 0.215318 3422 train 0.217369 3423 train 0.215350 3424 train 0.201353 3425 val 11.2275 3425 train 0.204425 3426 train 0.201482 3427 train 0.214428 3428 train 0.206362 3429 train 0.270740 3430 train 0.206721 3431 train 0.219091 3432 train 0.253651 3433 train 0.229748 3434 train 0.205813 3435 train 0.249242 3436 train 0.208320 3437 train 0.209665 3438 train 0.202404 3439 train 0.203628 3440 train 0.194002 3441 train 0.203312 3442 train 0.187605 3443 train 0.195478 3444 train 0.195702 3445 train 0.193728 3446 train 0.195276 3447 train 0.197988 3448 train 0.206772 3449 train 0.208079 3450 val 11.1532 3450 train 0.195518 3451 train 0.194755 3452 train 0.191549 3453 train 0.210406 3454 train 0.204558 3455 train 0.199267 3456 train 0.225083 3457 train 0.209294 3458 train 0.199906 3459 train 0.213219 3460 train 0.206423 3461 train 0.223130 3462 train 0.205905 3463 train 0.200223 3464 train 0.194319 3465 train 0.258407 3466 train 0.207704 3467 train 0.216687 3468 train 0.250320 3469 train 0.231018 3470 train 0.201071 3471 train 0.254297 3472 train 0.202432 3473 train 0.198556 3474 train 0.195005 3475 val 11.1401 3475 train 0.180474 3476 train 0.203119 3477 train 0.204781 3478 train 0.195736 3479 train 0.197599 3480 train 0.195610 3481 train 0.194832 3482 train 0.189492 3483 train 0.195251 3484 train 0.193366 3485 train 0.202237 3486 train 0.187685 3487 train 0.198180 3488 train 0.195864 3489 train 0.224942 3490 train 0.231158 3491 train 0.202007 3492 train 0.230332 3493 train 0.200717 3494 train 0.196559 3495 train 0.196423 3496 train 0.187928 3497 train 0.209850 3498 train 0.201486 3499 train 0.204482 3500 val 11.2865 3500 train 0.184536 3501 train 0.256509 3502 train 0.211424 3503 train 0.213797 3504 train 0.236031 3505 train 0.221892 3506 train 0.185611 3507 train 0.242743 3508 train 0.208548 3509 train 0.198215 3510 train 0.200574 3511 train 0.182886 3512 train 0.189126 3513 train 0.197024 3514 train 0.189098 3515 train 0.193453 3516 train 0.194877 3517 train 0.186874 3518 train 0.186322 3519 train 0.190602 3520 train 0.190682 3521 train 0.190420 3522 train 0.184145 3523 train 0.196115 3524 train 0.193569 3525 val 11.3293 3525 train 0.222910 3526 train 0.239832 3527 train 0.208914 3528 train 0.238744 3529 train 0.204806 3530 train 0.214753 3531 train 0.206793 3532 train 0.205798 3533 train 0.216960 3534 train 0.215833 3535 train 0.217088 3536 train 0.197765 3537 train 0.257161 3538 train 0.218088 3539 train 0.227059 3540 train 0.243041 3541 train 0.228980 3542 train 0.198545 3543 train 0.246836 3544 train 0.220468 3545 train 0.201202 3546 train 0.201743 3547 train 0.187354 3548 train 0.195970 3549 train 0.220965 3550 val 11.3067 3550 train 0.194044 3551 train 0.194731 3552 train 0.188649 3553 train 0.179572 3554 train 0.202525 3555 train 0.196392 3556 train 0.189477 3557 train 0.185217 3558 train 0.184017 3559 train 0.194206 3560 train 0.194579 3561 train 0.213170 3562 train 0.222191 3563 train 0.204094 3564 train 0.217686 3565 train 0.191674 3566 train 0.205937 3567 train 0.196992 3568 train 0.192449 3569 train 0.201252 3570 train 0.203640 3571 train 0.202703 3572 train 0.191655 3573 train 0.257310 3574 train 0.215049 3575 val 11.3131 3575 train 0.218924 3576 train 0.248841 3577 train 0.233621 3578 train 0.208568 3579 train 0.253891 3580 train 0.214887 3581 train 0.211620 3582 train 0.203082 3583 train 0.198037 3584 train 0.185843 3585 train 0.201646 3586 train 0.185681 3587 train 0.193862 3588 train 0.194319 3589 train 0.182867 3590 train 0.182837 3591 train 0.189185 3592 train 0.183361 3593 train 0.207023 3594 train 0.189137 3595 train 0.202864 3596 train 0.182169 3597 train 0.216263 3598 train 0.231727 3599 train 0.209954 3600 val 11.4594 3600 train 0.224341 3601 train 0.212198 3602 train 0.205083 3603 train 0.213579 3604 train 0.205078 3605 train 0.220771 3606 train 0.208420 3607 train 0.217361 3608 train 0.199668 3609 train 0.272931 3610 train 0.202047 3611 train 0.212093 3612 train 0.250395 3613 train 0.223007 3614 train 0.194904 3615 train 0.254492 3616 train 0.205615 3617 train 0.208310 3618 train 0.196834 3619 train 0.184347 3620 train 0.189274 3621 train 0.194775 3622 train 0.189997 3623 train 0.185735 3624 train 0.185919 3625 val 11.3877 3625 train 0.180737 3626 train 0.188543 3627 train 0.194262 3628 train 0.184834 3629 train 0.192516 3630 train 0.181799 3631 train 0.189155 3632 train 0.186568 3633 train 0.218266 3634 train 0.209692 3635 train 0.193256 3636 train 0.229913 3637 train 0.204541 3638 train 0.211356 3639 train 0.200792 3640 train 0.194069 3641 train 0.211775 3642 train 0.207640 3643 train 0.214881 3644 train 0.192609 3645 train 0.257802 3646 train 0.212678 3647 train 0.223256 3648 train 0.262337 3649 train 0.228933 3650 val 11.4990 3650 train 0.190159 3651 train 0.264341 3652 train 0.202004 3653 train 0.191844 3654 train 0.196285 3655 train 0.185528 3656 train 0.194844 3657 train 0.195332 3658 train 0.182942 3659 train 0.190330 3660 train 0.195459 3661 train 0.190127 3662 train 0.194150 3663 train 0.188451 3664 train 0.182165 3665 train 0.184280 3666 train 0.176269 3667 train 0.205982 3668 train 0.193529 3669 train 0.225145 3670 train 0.217070 3671 train 0.199201 3672 train 0.224538 3673 train 0.195254 3674 train 0.198739 3675 val 11.6019 3675 train 0.200935 3676 train 0.197946 3677 train 0.211156 3678 train 0.206729 3679 train 0.200954 3680 train 0.195032 3681 train 0.252757 3682 train 0.218369 3683 train 0.212774 3684 train 0.242282 3685 train 0.220792 3686 train 0.198868 3687 train 0.250204 3688 train 0.205460 3689 train 0.204723 3690 train 0.191493 3691 train 0.175020 3692 train 0.179451 3693 train 0.203469 3694 train 0.183197 3695 train 0.184352 3696 train 0.190908 3697 train 0.186313 3698 train 0.187287 3699 train 0.187522 3700 val 11.5283 3700 train 0.186033 3701 train 0.197918 3702 train 0.179667 3703 train 0.184818 3704 train 0.192302 3705 train 0.205757 3706 train 0.216032 3707 train 0.190927 3708 train 0.208883 3709 train 0.188130 3710 train 0.189817 3711 train 0.199457 3712 train 0.179038 3713 train 0.196706 3714 train 0.197473 3715 train 0.196911 3716 train 0.188273 3717 train 0.269754 3718 train 0.212314 3719 train 0.197005 3720 train 0.238953 3721 train 0.233986 3722 train 0.199577 3723 train 0.256218 3724 train 0.214603 3725 val 11.6301 3725 train 0.196109 3726 train 0.199221 3727 train 0.184325 3728 train 0.191238 3729 train 0.208150 3730 train 0.196402 3731 train 0.189929 3732 train 0.192419 3733 train 0.174647 3734 train 0.184612 3735 train 0.184691 3736 train 0.180597 3737 train 0.193327 3738 train 0.179307 3739 train 0.188970 3740 train 0.195113 3741 train 0.214986 3742 train 0.218144 3743 train 0.205452 3744 train 0.216223 3745 train 0.197963 3746 train 0.202239 3747 train 0.204590 3748 train 0.198248 3749 train 0.210186 3750 val 11.6309 3750 train 0.208773 3751 train 0.200453 3752 train 0.184034 3753 train 0.254201 3754 train 0.213293 3755 train 0.210082 3756 train 0.245388 3757 train 0.236162 3758 train 0.196718 3759 train 0.247261 3760 train 0.197702 3761 train 0.198151 3762 train 0.197796 3763 train 0.179118 3764 train 0.187430 3765 train 0.190943 3766 train 0.187708 3767 train 0.186766 3768 train 0.181545 3769 train 0.176351 3770 train 0.183238 3771 train 0.182356 3772 train 0.183247 3773 train 0.200983 3774 train 0.179663 3775 val 11.6771 3775 train 0.191921 3776 train 0.197273 3777 train 0.217206 3778 train 0.214929 3779 train 0.197920 3780 train 0.217002 3781 train 0.200945 3782 train 0.199834 3783 train 0.200147 3784 train 0.200500 3785 train 0.198400 3786 train 0.197322 3787 train 0.189047 3788 train 0.177307 3789 train 0.258412 3790 train 0.200303 3791 train 0.197522 3792 train 0.238464 3793 train 0.221871 3794 train 0.192109 3795 train 0.254755 3796 train 0.212036 3797 train 0.205222 3798 train 0.195403 3799 train 0.178224 3800 val 11.7020 3800 train 0.195277 3801 train 0.209815 3802 train 0.178692 3803 train 0.186359 3804 train 0.185482 3805 train 0.177818 3806 train 0.186229 3807 train 0.181100 3808 train 0.182561 3809 train 0.189030 3810 train 0.179722 3811 train 0.186334 3812 train 0.186050 3813 train 0.208930 3814 train 0.219556 3815 train 0.195088 3816 train 0.221363 3817 train 0.197252 3818 train 0.193751 3819 train 0.194543 3820 train 0.190624 3821 train 0.196244 3822 train 0.195707 3823 train 0.204640 3824 train 0.187969 3825 val 11.7176 3825 train 0.246110 3826 train 0.206091 3827 train 0.222508 3828 train 0.246699 3829 train 0.217303 3830 train 0.190761 3831 train 0.254941 3832 train 0.194456 3833 train 0.203903 3834 train 0.196228 3835 train 0.186480 3836 train 0.186215 3837 train 0.191223 3838 train 0.181585 3839 train 0.174227 3840 train 0.181765 3841 train 0.168587 3842 train 0.179378 3843 train 0.184856 3844 train 0.180609 3845 train 0.205047 3846 train 0.180708 3847 train 0.178055 3848 train 0.184835 3849 train 0.230861 3850 val 11.8054 3850 train 0.209791 3851 train 0.194870 3852 train 0.214952 3853 train 0.195944 3854 train 0.195255 3855 train 0.186828 3856 train 0.190976 3857 train 0.200716 3858 train 0.196560 3859 train 0.201686 3860 train 0.185523 3861 train 0.256017 3862 train 0.205836 3863 train 0.214457 3864 train 0.255888 3865 train 0.243678 3866 train 0.196974 3867 train 0.239651 3868 train 0.199835 3869 train 0.196532 3870 train 0.186858 3871 train 0.180885 3872 train 0.180400 3873 train 0.198115 3874 train 0.180764 3875 val 11.7277 3875 train 0.176821 3876 train 0.189085 3877 train 0.175932 3878 train 0.174586 3879 train 0.176982 3880 train 0.181260 3881 train 0.187317 3882 train 0.178854 3883 train 0.182534 3884 train 0.182147 3885 train 0.203484 3886 train 0.211077 3887 train 0.179163 3888 train 0.206321 3889 train 0.193231 3890 train 0.186611 3891 train 0.181746 3892 train 0.176148 3893 train 0.190749 3894 train 0.184729 3895 train 0.181962 3896 train 0.180516 3897 train 0.239728 3898 train 0.193398 3899 train 0.204866 3900 val 11.7940 3900 train 0.232609 3901 train 0.222249 3902 train 0.189328 3903 train 0.243709 3904 train 0.197386 3905 train 0.200801 3906 train 0.201613 3907 train 0.176975 3908 train 0.181593 3909 train 0.197569 3910 train 0.188565 3911 train 0.195737 3912 train 0.187389 3913 train 0.177469 3914 train 0.187289 3915 train 0.185923 3916 train 0.173885 3917 train 0.175470 3918 train 0.167439 3919 train 0.185405 3920 train 0.180256 3921 train 0.184648 3922 train 0.194793 3923 train 0.182248 3924 train 0.208732 3925 val 11.9205 3925 train 0.185190 3926 train 0.185415 3927 train 0.195555 3928 train 0.191092 3929 train 0.206722 3930 train 0.192059 3931 train 0.201646 3932 train 0.200411 3933 train 0.248900 3934 train 0.212582 3935 train 0.212723 3936 train 0.240916 3937 train 0.219304 3938 train 0.186679 3939 train 0.234163 3940 train 0.195861 3941 train 0.195521 3942 train 0.190487 3943 train 0.181601 3944 train 0.177639 3945 train 0.199195 3946 train 0.182072 3947 train 0.194334 3948 train 0.179683 3949 train 0.182106 3950 val 11.8249 3950 train 0.176069 3951 train 0.189988 3952 train 0.189906 3953 train 0.183544 3954 train 0.177794 3955 train 0.179716 3956 train 0.182559 3957 train 0.204084 3958 train 0.206001 3959 train 0.191128 3960 train 0.214788 3961 train 0.190073 3962 train 0.188410 3963 train 0.184945 3964 train 0.177331 3965 train 0.196676 3966 train 0.186035 3967 train 0.197561 3968 train 0.190339 3969 train 0.231342 3970 train 0.189509 3971 train 0.209521 3972 train 0.229138 3973 train 0.215099 3974 train 0.181487 3975 val 11.8985 3975 train 0.237283 3976 train 0.190597 3977 train 0.180311 3978 train 0.188532 3979 train 0.172620 3980 train 0.174679 3981 train 0.185408 3982 train 0.178809 3983 train 0.190482 3984 train 0.183860 3985 train 0.186966 3986 train 0.178840 3987 train 0.183470 3988 train 0.181049 3989 train 0.183302 3990 train 0.178441 3991 train 0.173580 3992 train 0.175415 3993 train 0.194064 3994 train 0.195329 3995 train 0.188560 3996 train 0.209130 3997 train 0.201499 3998 train 0.185222 3999 train 0.192775 4000 val 12.0171 4000 train 0.187228 4001 train 0.203193 4002 train 0.199348 4003 train 0.189008 4004 train 0.184058 4005 train 0.242270 4006 train 0.198799 4007 train 0.206026 4008 train 0.237360 4009 train 0.203616 4010 train 0.195181 4011 train 0.228011 4012 train 0.190300 4013 train 0.189196 4014 train 0.190230 4015 train 0.178994 4016 train 0.186141 4017 train 0.191250 4018 train 0.174460 4019 train 0.184931 4020 train 0.189852 4021 train 0.175414 4022 train 0.169572 4023 train 0.182727 4024 train 0.177549 4025 val 11.9488 4025 train 0.178889 4026 train 0.174602 4027 train 0.187336 4028 train 0.175532 4029 train 0.197457 4030 train 0.192875 4031 train 0.185666 4032 train 0.197423 4033 train 0.190844 4034 train 0.189890 4035 train 0.184432 4036 train 0.173904 4037 train 0.190707 4038 train 0.179371 4039 train 0.181709 4040 train 0.184656 4041 train 0.247369 4042 train 0.202772 4043 train 0.221877 4044 train 0.228570 4045 train 0.234447 4046 train 0.206720 4047 train 0.228689 4048 train 0.193009 4049 train 0.193703 4050 val 12.0001 4050 train 0.194255 4051 train 0.177497 4052 train 0.169116 4053 train 0.191429 4054 train 0.183178 4055 train 0.183106 4056 train 0.184845 4057 train 0.176556 4058 train 0.177038 4059 train 0.175904 4060 train 0.180851 4061 train 0.189164 4062 train 0.169133 4063 train 0.166888 4064 train 0.178360 4065 train 0.198765 4066 train 0.194076 4067 train 0.185862 4068 train 0.196565 4069 train 0.186296 4070 train 0.188363 4071 train 0.187383 4072 train 0.176003 4073 train 0.179220 4074 train 0.183904 4075 val 12.0551 4075 train 0.183207 4076 train 0.171490 4077 train 0.218661 4078 train 0.187253 4079 train 0.194977 4080 train 0.212263 4081 train 0.213696 4082 train 0.185651 4083 train 0.230108 4084 train 0.198086 4085 train 0.190540 4086 train 0.201035 4087 train 0.170084 4088 train 0.181179 4089 train 0.202019 4090 train 0.187658 4091 train 0.196589 4092 train 0.189053 4093 train 0.188171 4094 train 0.197406 4095 train 0.195246 4096 train 0.186702 4097 train 0.192412 4098 train 0.175164 4099 train 0.184539 4100 val 12.0856 4100 train 0.190923 4101 train 0.207956 4102 train 0.200066 4103 train 0.185422 4104 train 0.210869 4105 train 0.193887 4106 train 0.196202 4107 train 0.192867 4108 train 0.181152 4109 train 0.190197 4110 train 0.177300 4111 train 0.179980 4112 train 0.162427 4113 train 0.225419 4114 train 0.184087 4115 train 0.187562 4116 train 0.218163 4117 train 0.201259 4118 train 0.184325 4119 train 0.224940 4120 train 0.184198 4121 train 0.184584 4122 train 0.191545 4123 train 0.166110 4124 train 0.182866 4125 val 12.1287 4125 train 0.190423 4126 train 0.182113 4127 train 0.194935 4128 train 0.197454 4129 train 0.184148 4130 train 0.184288 4131 train 0.190056 4132 train 0.180796 4133 train 0.194284 4134 train 0.184562 4135 train 0.193927 4136 train 0.181268 4137 train 0.202804 4138 train 0.202613 4139 train 0.191775 4140 train 0.216576 4141 train 0.192470 4142 train 0.186603 4143 train 0.189796 4144 train 0.185021 4145 train 0.194665 4146 train 0.197374 4147 train 0.190855 4148 train 0.181649 4149 train 0.231764 4150 val 12.2061 4150 train 0.201823 4151 train 0.189754 4152 train 0.218314 4153 train 0.201685 4154 train 0.183101 4155 train 0.209649 4156 train 0.182086 4157 train 0.178212 4158 train 0.185980 4159 train 0.173597 4160 train 0.182889 4161 train 0.188313 4162 train 0.165839 4163 train 0.175480 4164 train 0.184052 4165 train 0.172984 4166 train 0.181246 4167 train 0.187040 4168 train 0.182332 4169 train 0.181829 4170 train 0.174667 4171 train 0.186984 4172 train 0.178638 4173 train 0.187610 4174 train 0.196350 4175 val 12.2817 4175 train 0.192140 4176 train 0.195210 4177 train 0.180110 4178 train 0.182163 4179 train 0.178193 4180 train 0.183736 4181 train 0.195258 4182 train 0.188817 4183 train 0.190316 4184 train 0.183314 4185 train 0.251350 4186 train 0.199576 4187 train 0.200665 4188 train 0.226983 4189 train 0.215259 4190 train 0.185332 4191 train 0.235107 4192 train 0.196084 4193 train 0.193974 4194 train 0.193023 4195 train 0.174840 4196 train 0.169824 4197 train 0.190383 4198 train 0.177473 4199 train 0.186382 4200 val 12.2082 4200 train 0.190290 4201 train 0.174248 4202 train 0.172825 4203 train 0.191650 4204 train 0.169924 4205 train 0.178149 4206 train 0.174190 4207 train 0.170244 4208 train 0.180197 4209 train 0.202268 4210 train 0.199623 4211 train 0.190062 4212 train 0.204180 4213 train 0.192731 4214 train 0.196814 4215 train 0.200160 4216 train 0.193749 4217 train 0.194455 4218 train 0.182760 4219 train 0.196873 4220 train 0.187022 4221 train 0.214389 4222 train 0.195463 4223 train 0.206626 4224 train 0.213741 4225 val 12.2590 4225 train 0.211040 4226 train 0.178226 4227 train 0.222762 4228 train 0.201659 4229 train 0.186959 4230 train 0.175455 4231 train 0.182990 4232 train 0.184032 4233 train 0.188335 4234 train 0.165826 4235 train 0.171426 4236 train 0.176166 4237 train 0.165895 4238 train 0.172178 4239 train 0.176134 4240 train 0.175646 4241 train 0.191081 4242 train 0.177026 4243 train 0.177357 4244 train 0.177441 4245 train 0.189543 4246 train 0.210995 4247 train 0.192624 4248 train 0.212807 4249 train 0.194987 4250 val 12.3948 4250 train 0.189945 4251 train 0.186886 4252 train 0.178141 4253 train 0.189511 4254 train 0.185520 4255 train 0.176498 4256 train 0.182781 4257 train 0.225347 4258 train 0.188211 4259 train 0.191541 4260 train 0.214785 4261 train 0.203268 4262 train 0.174309 4263 train 0.220276 4264 train 0.182186 4265 train 0.181375 4266 train 0.180943 4267 train 0.169488 4268 train 0.173280 4269 train 0.182133 4270 train 0.165743 4271 train 0.179224 4272 train 0.176733 4273 train 0.172128 4274 train 0.170725 4275 val 12.3151 4275 train 0.185997 4276 train 0.175440 4277 train 0.180825 4278 train 0.164304 4279 train 0.182640 4280 train 0.186201 4281 train 0.198648 4282 train 0.203957 4283 train 0.188396 4284 train 0.206997 4285 train 0.181836 4286 train 0.192942 4287 train 0.191966 4288 train 0.169680 4289 train 0.180974 4290 train 0.185886 4291 train 0.185772 4292 train 0.178103 4293 train 0.222591 4294 train 0.190163 4295 train 0.189217 4296 train 0.197513 4297 train 0.209927 4298 train 0.185957 4299 train 0.218595 4300 val 12.2934 4300 train 0.183690 4301 train 0.173029 4302 train 0.172404 4303 train 0.157681 4304 train 0.165900 4305 train 0.178534 4306 train 0.168635 4307 train 0.180063 4308 train 0.173208 4309 train 0.175087 4310 train 0.173988 4311 train 0.183591 4312 train 0.187333 4313 train 0.179081 4314 train 0.169363 4315 train 0.172033 4316 train 0.184198 4317 train 0.200117 4318 train 0.202130 4319 train 0.177153 4320 train 0.188190 4321 train 0.182434 4322 train 0.191964 4323 train 0.188652 4324 train 0.185882 4325 val 12.3761 4325 train 0.185298 4326 train 0.184182 4327 train 0.182087 4328 train 0.171813 4329 train 0.223633 4330 train 0.188965 4331 train 0.203891 4332 train 0.212956 4333 train 0.188467 4334 train 0.172434 4335 train 0.218651 4336 train 0.188525 4337 train 0.182362 4338 train 0.183680 4339 train 0.163010 4340 train 0.169009 4341 train 0.177053 4342 train 0.172144 4343 train 0.169200 4344 train 0.172214 4345 train 0.182530 4346 train 0.174015 4347 train 0.183377 4348 train 0.179069 4349 train 0.179546 4350 val 12.4171 4350 train 0.169582 4351 train 0.168634 4352 train 0.171251 4353 train 0.185361 4354 train 0.199505 4355 train 0.185210 4356 train 0.203022 4357 train 0.177614 4358 train 0.183190 4359 train 0.185055 4360 train 0.177050 4361 train 0.191774 4362 train 0.185367 4363 train 0.191944 4364 train 0.178246 4365 train 0.232173 4366 train 0.187948 4367 train 0.202068 4368 train 0.224083 4369 train 0.202111 4370 train 0.172780 4371 train 0.207592 4372 train 0.184120 4373 train 0.178272 4374 train 0.167375 4375 val 12.4008 4375 train 0.161429 4376 train 0.174629 4377 train 0.171390 4378 train 0.174803 4379 train 0.175835 4380 train 0.168967 4381 train 0.162637 4382 train 0.178950 4383 train 0.188801 4384 train 0.171324 4385 train 0.179628 4386 train 0.178055 4387 train 0.171183 4388 train 0.182917 4389 train 0.192602 4390 train 0.207520 4391 train 0.200463 4392 train 0.206385 4393 train 0.192910 4394 train 0.175456 4395 train 0.184857 4396 train 0.176426 4397 train 0.179923 4398 train 0.187049 4399 train 0.185395 4400 val 12.5041 4400 train 0.176464 4401 train 0.234158 4402 train 0.192186 4403 train 0.199060 4404 train 0.222924 4405 train 0.209690 4406 train 0.184883 4407 train 0.213316 4408 train 0.185003 4409 train 0.174719 4410 train 0.170460 4411 train 0.170132 4412 train 0.167837 4413 train 0.168789 4414 train 0.162528 4415 train 0.171930 4416 train 0.178951 4417 train 0.169448 4418 train 0.184780 4419 train 0.180425 4420 train 0.178111 4421 train 0.178775 4422 train 0.173635 4423 train 0.174954 4424 train 0.174747 4425 val 12.4539 4425 train 0.190288 4426 train 0.187252 4427 train 0.180852 4428 train 0.201117 4429 train 0.184235 4430 train 0.188106 4431 train 0.191256 4432 train 0.166566 4433 train 0.203604 4434 train 0.189615 4435 train 0.182859 4436 train 0.185772 4437 train 0.224377 4438 train 0.198410 4439 train 0.200213 4440 train 0.213948 4441 train 0.205612 4442 train 0.184359 4443 train 0.218680 4444 train 0.183661 4445 train 0.167718 4446 train 0.172287 4447 train 0.166347 4448 train 0.160220 4449 train 0.170058 4450 val 12.5409 4450 train 0.171719 4451 train 0.162617 4452 train 0.165113 4453 train 0.167745 4454 train 0.180665 4455 train 0.192151 4456 train 0.171604 4457 train 0.168208 4458 train 0.161270 4459 train 0.170168 4460 train 0.178453 4461 train 0.191876 4462 train 0.191978 4463 train 0.175686 4464 train 0.200542 4465 train 0.186607 4466 train 0.193647 4467 train 0.182682 4468 train 0.178495 4469 train 0.185198 4470 train 0.183761 4471 train 0.193479 4472 train 0.181469 4473 train 0.231778 4474 train 0.193354 4475 val 12.6306 4475 train 0.203811 4476 train 0.229720 4477 train 0.210906 4478 train 0.175891 4479 train 0.221868 4480 train 0.183804 4481 train 0.190396 4482 train 0.181082 4483 train 0.164593 4484 train 0.170224 4485 train 0.173712 4486 train 0.155395 4487 train 0.161581 4488 train 0.164950 4489 train 0.175112 4490 train 0.163759 4491 train 0.180377 4492 train 0.164319 4493 train 0.175229 4494 train 0.171544 4495 train 0.173065 4496 train 0.177485 4497 train 0.194247 4498 train 0.201688 4499 train 0.179497 4500 val 12.5869 4500 train 0.196187 4501 train 0.175254 4502 train 0.175570 4503 train 0.166765 4504 train 0.167035 4505 train 0.183445 4506 train 0.189909 4507 train 0.183554 4508 train 0.172606 4509 train 0.229204 4510 train 0.194466 4511 train 0.185452 4512 train 0.224914 4513 train 0.195012 4514 train 0.179736 4515 train 0.220437 4516 train 0.179258 4517 train 0.170223 4518 train 0.171175 4519 train 0.160567 4520 train 0.164502 4521 train 0.180443 4522 train 0.169148 4523 train 0.167071 4524 train 0.169114 4525 val 12.6893 4525 train 0.166417 4526 train 0.178153 4527 train 0.178789 4528 train 0.172763 4529 train 0.181729 4530 train 0.170522 4531 train 0.172081 4532 train 0.186262 4533 train 0.201948 4534 train 0.207293 4535 train 0.183256 4536 train 0.190979 4537 train 0.172098 4538 train 0.181603 4539 train 0.181404 4540 train 0.174409 4541 train 0.182492 4542 train 0.180829 4543 train 0.178897 4544 train 0.165006 4545 train 0.214424 4546 train 0.181500 4547 train 0.192660 4548 train 0.199524 4549 train 0.195787 4550 val 12.6971 4550 train 0.174496 4551 train 0.204725 4552 train 0.183308 4553 train 0.176150 4554 train 0.174984 4555 train 0.170314 4556 train 0.171280 4557 train 0.172886 4558 train 0.166028 4559 train 0.170208 4560 train 0.177693 4561 train 0.165156 4562 train 0.176459 4563 train 0.182563 4564 train 0.169655 4565 train 0.185475 4566 train 0.171176 4567 train 0.169201 4568 train 0.169727 4569 train 0.183030 4570 train 0.198237 4571 train 0.182127 4572 train 0.197590 4573 train 0.180030 4574 train 0.173814 4575 val 12.6823 4575 train 0.169741 4576 train 0.163150 4577 train 0.181136 4578 train 0.179640 4579 train 0.184267 4580 train 0.171710 4581 train 0.226703 4582 train 0.183681 4583 train 0.184989 4584 train 0.202963 4585 train 0.196913 4586 train 0.166436 4587 train 0.209434 4588 train 0.180011 4589 train 0.181263 4590 train 0.180656 4591 train 0.166039 4592 train 0.163174 4593 train 0.170346 4594 train 0.174189 4595 train 0.168280 4596 train 0.165225 4597 train 0.168075 4598 train 0.180289 4599 train 0.179819 4600 val 12.7533 4600 train 0.173611 4601 train 0.176897 4602 train 0.173638 4603 train 0.169559 4604 train 0.159815 4605 train 0.181727 4606 train 0.190359 4607 train 0.175978 4608 train 0.198792 4609 train 0.181260 4610 train 0.178933 4611 train 0.178865 4612 train 0.165877 4613 train 0.172800 4614 train 0.174828 4615 train 0.171499 4616 train 0.170966 4617 train 0.221548 4618 train 0.182796 4619 train 0.191397 4620 train 0.202131 4621 train 0.180826 4622 train 0.166454 4623 train 0.210203 4624 train 0.172999 4625 val 12.7209 4625 train 0.173731 4626 train 0.175507 4627 train 0.160021 4628 train 0.159265 4629 train 0.168032 4630 train 0.164291 4631 train 0.167543 4632 train 0.172200 4633 train 0.163479 4634 train 0.166672 4635 train 0.188688 4636 train 0.171992 4637 train 0.180228 4638 train 0.164795 4639 train 0.169465 4640 train 0.176061 4641 train 0.187720 4642 train 0.189036 4643 train 0.179870 4644 train 0.199303 4645 train 0.174756 4646 train 0.175545 4647 train 0.174971 4648 train 0.168859 4649 train 0.176072 4650 val 12.7940 4650 train 0.179594 4651 train 0.183414 4652 train 0.173435 4653 train 0.218053 4654 train 0.184140 4655 train 0.192997 4656 train 0.215782 4657 train 0.211979 4658 train 0.187481 4659 train 0.206044 4660 train 0.191650 4661 train 0.177886 4662 train 0.170506 4663 train 0.170970 4664 train 0.170382 4665 train 0.175907 4666 train 0.170048 4667 train 0.156370 4668 train 0.164817 4669 train 0.164287 4670 train 0.170283 4671 train 0.177085 4672 train 0.165715 4673 train 0.172230 4674 train 0.160484 4675 val 12.9015 4675 train 0.170006 4676 train 0.159071 4677 train 0.182832 4678 train 0.183142 4679 train 0.177854 4680 train 0.194117 4681 train 0.173041 4682 train 0.168311 4683 train 0.180503 4684 train 0.175681 4685 train 0.188901 4686 train 0.175419 4687 train 0.176969 4688 train 0.174964 4689 train 0.215776 4690 train 0.186831 4691 train 0.180415 4692 train 0.204018 4693 train 0.201845 4694 train 0.173905 4695 train 0.198376 4696 train 0.176529 4697 train 0.175595 4698 train 0.178793 4699 train 0.161637 4700 val 12.8518 4700 train 0.179474 4701 train 0.179307 4702 train 0.167712 4703 train 0.169809 4704 train 0.167215 4705 train 0.160677 4706 train 0.164897 4707 train 0.168953 4708 train 0.158599 4709 train 0.173026 4710 train 0.166092 4711 train 0.165926 4712 train 0.172588 4713 train 0.184069 4714 train 0.187736 4715 train 0.173327 4716 train 0.190508 4717 train 0.166942 4718 train 0.168732 4719 train 0.173141 4720 train 0.163208 4721 train 0.185183 4722 train 0.187079 4723 train 0.171869 4724 train 0.173263 4725 val 12.9389 4725 train 0.213416 4726 train 0.193210 4727 train 0.188258 4728 train 0.204387 4729 train 0.188471 4730 train 0.166507 4731 train 0.219737 4732 train 0.175148 4733 train 0.161822 4734 train 0.170288 4735 train 0.170048 4736 train 0.166224 4737 train 0.174665 4738 train 0.166015 4739 train 0.175408 4740 train 0.169406 4741 train 0.169089 4742 train 0.172136 4743 train 0.167796 4744 train 0.160706 4745 train 0.169839 4746 train 0.164778 4747 train 0.165552 4748 train 0.165264 4749 train 0.178978 4750 val 12.9458 4750 train 0.186914 4751 train 0.177952 4752 train 0.187295 4753 train 0.172548 4754 train 0.164168 4755 train 0.169853 4756 train 0.162999 4757 train 0.167108 4758 train 0.171364 4759 train 0.188558 4760 train 0.172380 4761 train 0.231223 4762 train 0.185992 4763 train 0.193139 4764 train 0.222873 4765 train 0.195397 4766 train 0.184877 4767 train 0.202183 4768 train 0.175551 4769 train 0.168615 4770 train 0.165967 4771 train 0.165894 4772 train 0.171509 4773 train 0.176411 4774 train 0.161831 4775 val 12.9435 4775 train 0.176131 4776 train 0.175659 4777 train 0.168069 4778 train 0.184623 4779 train 0.169978 4780 train 0.167132 4781 train 0.171610 4782 train 0.162782 4783 train 0.173368 4784 train 0.175470 4785 train 0.182816 4786 train 0.182224 4787 train 0.175390 4788 train 0.186365 4789 train 0.176344 4790 train 0.176697 4791 train 0.176476 4792 train 0.177239 4793 train 0.187413 4794 train 0.175685 4795 train 0.180753 4796 train 0.168752 4797 train 0.217322 4798 train 0.169492 4799 train 0.195218 4800 val 13.0652 4800 train 0.213376 4801 train 0.203434 4802 train 0.174718 4803 train 0.209734 4804 train 0.179138 4805 train 0.170885 4806 train 0.177195 4807 train 0.160273 4808 train 0.154759 4809 train 0.174171 4810 train 0.157907 4811 train 0.160639 4812 train 0.165668 4813 train 0.160992 4814 train 0.172183 4815 train 0.176032 4816 train 0.178258 4817 train 0.174736 4818 train 0.161967 4819 train 0.164579 4820 train 0.168326 4821 train 0.184055 4822 train 0.187728 4823 train 0.171839 4824 train 0.190014 4825 val 12.9772 4825 train 0.175203 4826 train 0.175881 4827 train 0.177892 4828 train 0.184990 4829 train 0.181053 4830 train 0.178025 4831 train 0.177830 4832 train 0.166865 4833 train 0.214342 4834 train 0.180779 4835 train 0.181686 4836 train 0.220759 4837 train 0.202827 4838 train 0.169091 4839 train 0.218038 4840 train 0.183060 4841 train 0.170633 4842 train 0.166183 4843 train 0.169778 4844 train 0.159959 4845 train 0.167804 4846 train 0.161691 4847 train 0.166539 4848 train 0.168013 4849 train 0.164930 4850 val 13.0324 4850 train 0.158595 4851 train 0.160001 4852 train 0.168654 4853 train 0.169682 4854 train 0.164719 4855 train 0.159639 4856 train 0.174750 4857 train 0.209109 4858 train 0.188359 4859 train 0.174179 4860 train 0.188204 4861 train 0.178259 4862 train 0.168611 4863 train 0.168248 4864 train 0.169200 4865 train 0.177399 4866 train 0.164037 4867 train 0.168957 4868 train 0.165816 4869 train 0.209650 4870 train 0.175891 4871 train 0.186592 4872 train 0.210036 4873 train 0.209658 4874 train 0.181107 4875 val 13.0292 4875 train 0.198645 4876 train 0.174989 4877 train 0.170745 4878 train 0.177968 4879 train 0.167118 4880 train 0.167888 4881 train 0.174213 4882 train 0.168582 4883 train 0.170261 4884 train 0.160526 4885 train 0.165258 4886 train 0.167203 4887 train 0.163337 4888 train 0.176287 4889 train 0.175682 4890 train 0.162819 4891 train 0.163873 4892 train 0.173511 4893 train 0.184742 4894 train 0.178585 4895 train 0.161634 4896 train 0.180630 4897 train 0.171966 4898 train 0.176087 4899 train 0.161193 4900 val 13.0640 4900 train 0.161009 4901 train 0.171954 4902 train 0.174193 4903 train 0.180790 4904 train 0.168230 4905 train 0.216065 4906 train 0.180171 4907 train 0.184791 4908 train 0.208957 4909 train 0.191177 4910 train 0.171680 4911 train 0.220149 4912 train 0.172270 4913 train 0.190172 4914 train 0.180371 4915 train 0.176836 4916 train 0.170047 4917 train 0.168171 4918 train 0.165131 4919 train 0.164075 4920 train 0.165376 4921 train 0.156122 4922 train 0.167417 4923 train 0.170462 4924 train 0.171677 4925 val 13.1980 4925 train 0.165049 4926 train 0.163114 4927 train 0.160524 4928 train 0.164336 4929 train 0.169184 4930 train 0.177028 4931 train 0.175555 4932 train 0.185683 4933 train 0.170050 4934 train 0.164976 4935 train 0.171695 4936 train 0.160183 4937 train 0.165406 4938 train 0.173129 4939 train 0.177381 4940 train 0.174092 4941 train 0.207629 4942 train 0.174278 4943 train 0.180597 4944 train 0.200985 4945 train 0.194589 4946 train 0.159218 4947 train 0.205209 4948 train 0.167843 4949 train 0.177463 4950 val 13.1095 4950 train 0.173901 4951 train 0.169945 4952 train 0.175144 4953 train 0.175657 4954 train 0.169724 4955 train 0.158761 4956 train 0.170721 4957 train 0.164389 4958 train 0.166458 4959 train 0.169558 4960 train 0.175667 4961 train 0.165034 4962 train 0.169278 4963 train 0.171688 4964 train 0.160959 4965 train 0.178732 4966 train 0.181425 4967 train 0.163409 4968 train 0.172968 4969 train 0.162278 4970 train 0.167473 4971 train 0.173540 4972 train 0.170581 4973 train 0.172248 4974 train 0.172819 4975 val 13.2383 4975 train 0.161219 4976 train 0.171746 4977 train 0.216275 4978 train 0.174416 4979 train 0.189300 4980 train 0.202235 4981 train 0.194827 4982 train 0.169746 4983 train 0.187342 4984 train 0.173436 4985 train 0.170081 4986 train 0.169205 4987 train 0.156285 4988 train 0.167186 4989 train 0.187263 4990 train 0.176625 4991 train 0.173998 4992 train 0.163948 4993 train 0.163516 4994 train 0.162011 4995 train 0.161658 4996 train 0.158524 4997 train 0.166356 4998 train 0.166888 4999 train 0.168609 5000 val 13.1489 5000 train 0.161877 5001 train 0.184090 5002 train 0.168908 5003 train 0.164124 5004 train 0.169303 5005 train 0.165765 5006 train 0.164848 5007 train 0.155975 5008 train 0.157291 5009 train 0.164542 5010 train 0.161838 5011 train 0.177088 5012 train 0.166730 5013 train 0.198865 5014 train 0.164277 5015 train 0.170752 5016 train 0.194869 5017 train 0.200025 5018 train 0.173660 5019 train 0.201583 5020 train 0.172972 5021 train 0.171017 5022 train 0.162588 5023 train 0.158520 5024 train 0.165528 5025 val 13.2378 5025 train 0.164492 5026 train 0.167295 5027 train 0.167473 5028 train 0.168658 5029 train 0.162693 5030 train 0.157561 5031 train 0.158526 5032 train 0.158066 5033 train 0.166154 5034 train 0.157954 5035 train 0.164027 5036 train 0.162829 5037 train 0.168752 5038 train 0.177972 5039 train 0.157445 5040 train 0.173796 5041 train 0.158743 5042 train 0.175834 5043 train 0.164949 5044 train 0.174464 5045 train 0.169294 5046 train 0.167322 5047 train 0.165597 5048 train 0.153751 5049 train 0.212966 5050 val 13.3204 5050 train 0.178005 5051 train 0.180520 5052 train 0.203220 5053 train 0.188198 5054 train 0.168419 5055 train 0.218422 5056 train 0.178013 5057 train 0.179402 5058 train 0.189147 5059 train 0.171956 5060 train 0.176804 5061 train 0.166045 5062 train 0.165558 5063 train 0.167219 5064 train 0.155568 5065 train 0.156794 5066 train 0.165123 5067 train 0.163001 5068 train 0.158720 5069 train 0.157639 5070 train 0.151640 5071 train 0.166504 5072 train 0.160755 5073 train 0.183450 5074 train 0.168418 5075 val 13.2504 5075 train 0.160509 5076 train 0.179019 5077 train 0.165684 5078 train 0.168243 5079 train 0.166005 5080 train 0.181124 5081 train 0.174835 5082 train 0.168556 5083 train 0.171377 5084 train 0.161065 5085 train 0.213316 5086 train 0.172101 5087 train 0.182481 5088 train 0.196503 5089 train 0.195698 5090 train 0.170635 5091 train 0.184695 5092 train 0.168412 5093 train 0.165561 5094 train 0.170996 5095 train 0.166028 5096 train 0.170442 5097 train 0.182523 5098 train 0.173584 5099 train 0.163162 5100 val 13.3015 5100 train 0.164436 5101 train 0.158650 5102 train 0.165815 5103 train 0.155422 5104 train 0.156443 5105 train 0.164035 5106 train 0.165266 5107 train 0.152346 5108 train 0.166372 5109 train 0.175248 5110 train 0.171981 5111 train 0.163089 5112 train 0.179965 5113 train 0.172277 5114 train 0.173620 5115 train 0.172914 5116 train 0.162141 5117 train 0.163005 5118 train 0.172592 5119 train 0.166624 5120 train 0.159373 5121 train 0.199431 5122 train 0.181508 5123 train 0.182804 5124 train 0.197890 5125 val 13.4483 5125 train 0.178819 5126 train 0.164940 5127 train 0.201644 5128 train 0.161166 5129 train 0.160277 5130 train 0.168722 5131 train 0.162329 5132 train 0.170127 5133 train 0.171683 5134 train 0.163747 5135 train 0.163040 5136 train 0.166752 5137 train 0.165429 5138 train 0.173677 5139 train 0.174082 5140 train 0.170085 5141 train 0.173077 5142 train 0.156100 5143 train 0.165792 5144 train 0.155940 5145 train 0.179748 5146 train 0.171142 5147 train 0.167205 5148 train 0.187277 5149 train 0.173683 5150 val 13.4493 5150 train 0.162500 5151 train 0.166877 5152 train 0.177593 5153 train 0.171383 5154 train 0.164607 5155 train 0.169377 5156 train 0.161789 5157 train 0.210148 5158 train 0.166137 5159 train 0.175377 5160 train 0.192271 5161 train 0.185128 5162 train 0.169395 5163 train 0.190532 5164 train 0.169298 5165 train 0.171257 5166 train 0.163282 5167 train 0.163424 5168 train 0.161947 5169 train 0.171631 5170 train 0.161906 5171 train 0.172706 5172 train 0.161770 5173 train 0.168947 5174 train 0.177492 5175 val 13.4552 5175 train 0.161049 5176 train 0.162853 5177 train 0.168024 5178 train 0.167974 5179 train 0.166614 5180 train 0.166293 5181 train 0.165681 5182 train 0.169250 5183 train 0.170040 5184 train 0.171257 5185 train 0.164787 5186 train 0.166726 5187 train 0.162272 5188 train 0.153295 5189 train 0.168936 5190 train 0.168900 5191 train 0.169830 5192 train 0.168394 5193 train 0.202655 5194 train 0.170097 5195 train 0.175575 5196 train 0.187490 5197 train 0.179105 5198 train 0.159105 5199 train 0.202509 5200 val 13.4652 5200 train 0.172450 5201 train 0.171421 5202 train 0.169917 5203 train 0.150731 5204 train 0.169007 5205 train 0.171403 5206 train 0.157203 5207 train 0.161533 5208 train 0.155570 5209 train 0.159577 5210 train 0.163645 5211 train 0.167114 5212 train 0.159573 5213 train 0.165139 5214 train 0.159457 5215 train 0.161538 5216 train 0.163559 5217 train 0.168786 5218 train 0.162221 5219 train 0.162229 5220 train 0.188254 5221 train 0.174686 5222 train 0.165633 5223 train 0.164901 5224 train 0.163657 5225 val 13.5118 5225 train 0.172039 5226 train 0.170634 5227 train 0.174681 5228 train 0.173087 5229 train 0.197742 5230 train 0.165328 5231 train 0.175429 5232 train 0.204943 5233 train 0.177508 5234 train 0.162592 5235 train 0.202692 5236 train 0.169851 5237 train 0.159819 5238 train 0.172211 5239 train 0.163918 5240 train 0.152659 5241 train 0.162869 5242 train 0.157866 5243 train 0.161917 5244 train 0.152877 5245 train 0.160659 5246 train 0.158162 5247 train 0.154538 5248 train 0.161674 5249 train 0.161742 5250 val 13.4951 5250 train 0.156650 5251 train 0.155953 5252 train 0.157038 5253 train 0.165743 5254 train 0.180061 5255 train 0.166598 5256 train 0.166880 5257 train 0.159285 5258 train 0.170350 5259 train 0.173590 5260 train 0.160636 5261 train 0.165791 5262 train 0.166699 5263 train 0.158883 5264 train 0.159330 5265 train 0.190645 5266 train 0.173732 5267 train 0.173739 5268 train 0.189399 5269 train 0.190191 5270 train 0.172416 5271 train 0.198733 5272 train 0.163032 5273 train 0.166040 5274 train 0.171801 5275 val 13.5456 5275 train 0.161968 5276 train 0.166570 5277 train 0.164820 5278 train 0.155947 5279 train 0.169408 5280 train 0.170613 5281 train 0.155508 5282 train 0.167481 5283 train 0.166805 5284 train 0.160184 5285 train 0.164080 5286 train 0.153281 5287 train 0.160667 5288 train 0.160598 5289 train 0.164545 5290 train 0.160583 5291 train 0.168546 5292 train 0.178818 5293 train 0.163341 5294 train 0.166704 5295 train 0.170875 5296 train 0.169031 5297 train 0.178525 5298 train 0.166078 5299 train 0.171859 5300 val 13.6348 5300 train 0.167774 5301 train 0.190956 5302 train 0.160361 5303 train 0.175990 5304 train 0.198815 5305 train 0.184679 5306 train 0.155248 5307 train 0.201203 5308 train 0.177151 5309 train 0.168131 5310 train 0.181042 5311 train 0.166743 5312 train 0.164055 5313 train 0.170564 5314 train 0.163681 5315 train 0.163837 5316 train 0.156563 5317 train 0.163121 5318 train 0.170197 5319 train 0.171541 5320 train 0.163711 5321 train 0.165053 5322 train 0.149995 5323 train 0.162946 5324 train 0.165640 5325 val 13.5388 5325 train 0.172813 5326 train 0.172160 5327 train 0.172689 5328 train 0.164644 5329 train 0.159169 5330 train 0.168834 5331 train 0.164597 5332 train 0.168030 5333 train 0.174609 5334 train 0.172619 5335 train 0.165303 5336 train 0.165272 5337 train 0.191552 5338 train 0.177168 5339 train 0.172867 5340 train 0.187023 5341 train 0.170453 5342 train 0.156337 5343 train 0.195727 5344 train 0.167487 5345 train 0.166316 5346 train 0.157801 5347 train 0.164175 5348 train 0.159152 5349 train 0.168263 5350 val 13.5798 5350 train 0.155330 5351 train 0.154846 5352 train 0.157377 5353 train 0.158032 5354 train 0.159394 5355 train 0.162083 5356 train 0.160894 5357 train 0.158252 5358 train 0.159973 5359 train 0.157314 5360 train 0.165784 5361 train 0.177125 5362 train 0.168108 5363 train 0.152841 5364 train 0.177368 5365 train 0.170361 5366 train 0.164181 5367 train 0.159134 5368 train 0.165833 5369 train 0.158836 5370 train 0.157642 5371 train 0.167220 5372 train 0.159956 5373 train 0.194139 5374 train 0.155765 5375 val 13.6944 5375 train 0.178663 5376 train 0.200627 5377 train 0.178251 5378 train 0.168533 5379 train 0.195990 5380 train 0.158170 5381 train 0.163143 5382 train 0.153918 5383 train 0.158231 5384 train 0.152618 5385 train 0.158015 5386 train 0.164240 5387 train 0.153518 5388 train 0.160300 5389 train 0.155558 5390 train 0.157534 5391 train 0.165188 5392 train 0.161458 5393 train 0.161471 5394 train 0.159963 5395 train 0.158905 5396 train 0.159624 5397 train 0.166104 5398 train 0.165115 5399 train 0.152356 5400 val 13.6962 5400 train 0.167649 5401 train 0.164875 5402 train 0.159689 5403 train 0.162609 5404 train 0.159451 5405 train 0.169460 5406 train 0.166531 5407 train 0.157542 5408 train 0.156734 5409 train 0.213922 5410 train 0.169457 5411 train 0.164391 5412 train 0.183119 5413 train 0.181908 5414 train 0.166476 5415 train 0.180408 5416 train 0.166021 5417 train 0.160771 5418 train 0.161489 5419 train 0.159702 5420 train 0.163193 5421 train 0.167478 5422 train 0.166249 5423 train 0.162573 5424 train 0.152870 5425 val 13.6458 5425 train 0.151409 5426 train 0.160600 5427 train 0.164804 5428 train 0.161514 5429 train 0.159097 5430 train 0.157388 5431 train 0.159896 5432 train 0.161634 5433 train 0.173179 5434 train 0.172417 5435 train 0.163398 5436 train 0.176920 5437 train 0.158607 5438 train 0.163777 5439 train 0.159500 5440 train 0.158617 5441 train 0.171412 5442 train 0.173709 5443 train 0.166769 5444 train 0.163107 5445 train 0.198276 5446 train 0.167114 5447 train 0.168428 5448 train 0.194906 5449 train 0.181586 5450 val 13.7792 5450 train 0.169806 5451 train 0.185901 5452 train 0.159673 5453 train 0.168546 5454 train 0.178005 5455 train 0.165007 5456 train 0.157433 5457 train 0.171714 5458 train 0.165441 5459 train 0.166302 5460 train 0.159044 5461 train 0.156307 5462 train 0.162838 5463 train 0.157086 5464 train 0.153754 5465 train 0.158797 5466 train 0.160577 5467 train 0.147827 5468 train 0.158385 5469 train 0.164754 5470 train 0.150766 5471 train 0.160236 5472 train 0.160752 5473 train 0.156970 5474 train 0.161738 5475 val 13.7517 5475 train 0.159159 5476 train 0.157509 5477 train 0.165647 5478 train 0.160224 5479 train 0.162880 5480 train 0.158634 5481 train 0.182803 5482 train 0.155716 5483 train 0.161660 5484 train 0.187446 5485 train 0.173932 5486 train 0.159545 5487 train 0.185972 5488 train 0.171831 5489 train 0.163800 5490 train 0.164127 5491 train 0.169849 5492 train 0.170592 5493 train 0.158605 5494 train 0.158271 5495 train 0.172349 5496 train 0.171161 5497 train 0.165668 5498 train 0.160124 5499 train 0.166502 5500 val 13.8099 5500 train 0.154501 5501 train 0.159095 5502 train 0.156873 5503 train 0.159077 5504 train 0.153843 5505 train 0.159997 5506 train 0.153080 5507 train 0.153084 5508 train 0.161740 5509 train 0.159179 5510 train 0.158884 5511 train 0.163613 5512 train 0.155777 5513 train 0.153647 5514 train 0.156052 5515 train 0.160038 5516 train 0.161014 5517 train 0.173922 5518 train 0.166025 5519 train 0.170507 5520 train 0.176377 5521 train 0.165691 5522 train 0.162953 5523 train 0.195194 5524 train 0.177680 5525 val 13.8363 5525 train 0.170507 5526 train 0.169323 5527 train 0.160829 5528 train 0.154694 5529 train 0.157531 5530 train 0.156595 5531 train 0.165498 5532 train 0.160606 5533 train 0.157046 5534 train 0.154275 5535 train 0.157843 5536 train 0.158601 5537 train 0.160643 5538 train 0.159288 5539 train 0.155022 5540 train 0.162129 5541 train 0.164913 5542 train 0.164946 5543 train 0.156052 5544 train 0.173488 5545 train 0.149642 5546 train 0.162704 5547 train 0.163765 5548 train 0.153689 5549 train 0.164170 5550 val 13.7843 5550 train 0.152711 5551 train 0.165594 5552 train 0.158909 5553 train 0.172683 5554 train 0.163331 5555 train 0.163243 5556 train 0.175490 5557 train 0.171537 5558 train 0.166720 5559 train 0.173695 5560 train 0.156750 5561 train 0.165781 5562 train 0.163382 5563 train 0.166164 5564 train 0.165937 5565 train 0.162853 5566 train 0.151460 5567 train 0.159359 5568 train 0.150612 5569 train 0.158226 5570 train 0.158867 5571 train 0.156341 5572 train 0.159186 5573 train 0.164700 5574 train 0.148921 5575 val 13.8981 5575 train 0.155129 5576 train 0.153895 5577 train 0.165344 5578 train 0.168841 5579 train 0.147294 5580 train 0.166065 5581 train 0.159867 5582 train 0.154889 5583 train 0.155061 5584 train 0.154297 5585 train 0.157874 5586 train 0.149259 5587 train 0.160475 5588 train 0.158831 5589 train 0.177837 5590 train 0.155949 5591 train 0.157460 5592 train 0.174833 5593 train 0.171661 5594 train 0.160639 5595 train 0.163022 5596 train 0.152247 5597 train 0.154335 5598 train 0.162128 5599 train 0.155747 5600 val 13.8677 5600 train 0.162882 5601 train 0.164094 5602 train 0.149976 5603 train 0.162831 5604 train 0.158352 5605 train 0.161186 5606 train 0.154247 5607 train 0.159227 5608 train 0.168338 5609 train 0.153167 5610 train 0.147331 5611 train 0.149978 5612 train 0.151236 5613 train 0.153776 5614 train 0.165735 5615 train 0.156228 5616 train 0.173167 5617 train 0.151736 5618 train 0.153025 5619 train 0.153069 5620 train 0.157424 5621 train 0.164754 5622 train 0.163390 5623 train 0.165590 5624 train 0.153776 5625 val 13.8988 5625 train 0.178846 5626 train 0.155245 5627 train 0.162210 5628 train 0.183938 5629 train 0.172742 5630 train 0.159802 5631 train 0.172297 5632 train 0.163236 5633 train 0.155991 5634 train 0.170708 5635 train 0.158815 5636 train 0.152171 5637 train 0.163012 5638 train 0.171023 5639 train 0.166133 5640 train 0.168929 5641 train 0.159063 5642 train 0.160184 5643 train 0.167770 5644 train 0.164651 5645 train 0.159048 5646 train 0.163781 5647 train 0.167684 5648 train 0.156388 5649 train 0.162356 5650 val 13.9535 5650 train 0.154667 5651 train 0.162366 5652 train 0.166574 5653 train 0.161596 5654 train 0.159503 5655 train 0.161437 5656 train 0.148217 5657 train 0.163837 5658 train 0.164963 5659 train 0.161702 5660 train 0.154691 5661 train 0.185902 5662 train 0.161656 5663 train 0.174663 5664 train 0.196925 5665 train 0.163561 5666 train 0.158064 5667 train 0.177122 5668 train 0.172902 5669 train 0.158252 5670 train 0.161259 5671 train 0.151914 5672 train 0.162847 5673 train 0.167410 5674 train 0.158522 5675 val 13.9238 5675 train 0.160336 5676 train 0.166142 5677 train 0.166781 5678 train 0.161379 5679 train 0.172551 5680 train 0.161281 5681 train 0.165991 5682 train 0.167893 5683 train 0.156489 5684 train 0.165566 5685 train 0.163184 5686 train 0.156769 5687 train 0.162074 5688 train 0.157655 5689 train 0.151485 5690 train 0.158995 5691 train 0.159215 5692 train 0.149721 5693 train 0.154717 5694 train 0.156579 5695 train 0.160249 5696 train 0.154197 5697 train 0.183032 5698 train 0.167947 5699 train 0.169863 5700 val 14.0038 5700 train 0.175911 5701 train 0.169739 5702 train 0.161377 5703 train 0.189000 5704 train 0.164918 5705 train 0.158297 5706 train 0.154737 5707 train 0.155062 5708 train 0.171507 5709 train 0.154715 5710 train 0.154023 5711 train 0.154571 5712 train 0.156127 5713 train 0.158265 5714 train 0.151829 5715 train 0.158820 5716 train 0.158899 5717 train 0.159898 5718 train 0.155269 5719 train 0.164549 5720 train 0.172038 5721 train 0.166464 5722 train 0.165094 5723 train 0.152994 5724 train 0.169320 5725 val 13.9512 5725 train 0.158951 5726 train 0.161327 5727 train 0.156675 5728 train 0.160259 5729 train 0.159824 5730 train 0.169308 5731 train 0.156540 5732 train 0.162288 5733 train 0.165918 5734 train 0.163988 5735 train 0.169694 5736 train 0.179080 5737 train 0.173931 5738 train 0.157345 5739 train 0.177561 5740 train 0.170775 5741 train 0.160503 5742 train 0.159987 5743 train 0.153885 5744 train 0.161480 5745 train 0.156933 5746 train 0.170656 5747 train 0.156079 5748 train 0.155520 5749 train 0.152167 5750 val 13.9109 5750 train 0.152668 5751 train 0.175100 5752 train 0.162018 5753 train 0.169434 5754 train 0.157038 5755 train 0.157114 5756 train 0.164294 5757 train 0.171022 5758 train 0.156412 5759 train 0.152969 5760 train 0.154568 5761 train 0.157613 5762 train 0.168150 5763 train 0.168940 5764 train 0.160560 5765 train 0.153000 5766 train 0.155313 5767 train 0.157917 5768 train 0.159416 5769 train 0.181515 5770 train 0.162710 5771 train 0.166715 5772 train 0.174553 5773 train 0.164458 5774 train 0.163422 5775 val 14.1860 5775 train 0.190556 5776 train 0.164695 5777 train 0.171520 5778 train 0.162497 5779 train 0.174933 5780 train 0.154869 5781 train 0.155319 5782 train 0.154717 5783 train 0.161588 5784 train 0.160805 5785 train 0.155030 5786 train 0.160798 5787 train 0.163221 5788 train 0.153175 5789 train 0.166353 5790 train 0.155980 5791 train 0.155857 5792 train 0.158555 5793 train 0.174116 5794 train 0.163464 5795 train 0.154401 5796 train 0.160881 5797 train 0.155169 5798 train 0.160597 5799 train 0.167574 5800 val 13.9714 5800 train 0.168835 5801 train 0.159312 5802 train 0.157427 5803 train 0.158401 5804 train 0.156915 5805 train 0.169366 5806 train 0.160364 5807 train 0.163453 5808 train 0.168269 5809 train 0.161139 5810 train 0.169485 5811 train 0.184241 5812 train 0.161560 5813 train 0.151745 5814 train 0.156179 5815 train 0.158303 5816 train 0.169643 5817 train 0.160783 5818 train 0.160568 5819 train 0.156541 5820 train 0.147729 5821 train 0.157304 5822 train 0.156056 5823 train 0.152557 5824 train 0.147020 5825 val 14.1312 5825 train 0.145179 5826 train 0.145780 5827 train 0.144401 5828 train 0.161093 5829 train 0.199520 5830 train 0.156484 5831 train 0.163775 5832 train 0.163591 5833 train 0.158538 5834 train 0.149496 5835 train 0.153615 5836 train 0.153655 5837 train 0.160581 5838 train 0.155480 5839 train 0.160880 5840 train 0.156971 5841 train 0.172644 5842 train 0.163994 5843 train 0.163329 5844 train 0.173868 5845 train 0.169256 5846 train 0.157788 5847 train 0.178138 5848 train 0.159033 5849 train 0.163456 5850 val 14.1932 5850 train 0.163690 5851 train 0.157545 5852 train 0.150248 5853 train 0.155225 5854 train 0.161798 5855 train 0.152119 5856 train 0.151889 5857 train 0.154183 5858 train 0.157362 5859 train 0.149480 5860 train 0.157681 5861 train 0.150368 5862 train 0.150872 5863 train 0.151983 5864 train 0.152688 5865 train 0.161016 5866 train 0.156175 5867 train 0.155226 5868 train 0.156211 5869 train 0.151998 5870 train 0.149113 5871 train 0.156744 5872 train 0.150229 5873 train 0.152603 5874 train 0.153614 5875 val 14.0276 5875 train 0.158182 5876 train 0.151998 5877 train 0.168595 5878 train 0.160658 5879 train 0.157622 5880 train 0.175803 5881 train 0.169422 5882 train 0.152882 5883 train 0.154308 5884 train 0.156379 5885 train 0.165433 5886 train 0.165773 5887 train 0.148902 5888 train 0.147100 5889 train 0.153870 5890 train 0.156911 5891 train 0.152582 5892 train 0.159438 5893 train 0.153662 5894 train 0.153723 5895 train 0.154171 5896 train 0.152767 5897 train 0.151691 5898 train 0.156607 5899 train 0.148498 5900 val 14.1533 5900 train 0.152371 5901 train 0.154274 5902 train 0.152283 5903 train 0.143691 5904 train 0.155124 5905 train 0.145244 5906 train 0.153415 5907 train 0.157788 5908 train 0.151974 5909 train 0.157372 5910 train 0.150802 5911 train 0.154218 5912 train 0.161169 5913 train 0.173557 5914 train 0.153436 5915 train 0.162357 5916 train 0.176040 5917 train 0.163457 5918 train 0.155864 5919 train 0.169120 5920 train 0.161620 5921 train 0.159369 5922 train 0.162581 5923 train 0.158561 5924 train 0.145522 5925 val 14.2380 5925 train 0.162217 5926 train 0.149132 5927 train 0.151190 5928 train 0.160155 5929 train 0.159083 5930 train 0.152329 5931 train 0.161523 5932 train 0.162901 5933 train 0.159946 5934 train 0.152813 5935 train 0.156036 5936 train 0.160237 5937 train 0.162565 5938 train 0.158379 5939 train 0.149790 5940 train 0.152095 5941 train 0.147529 5942 train 0.151579 5943 train 0.149763 5944 train 0.149757 5945 train 0.154358 5946 train 0.150790 5947 train 0.153987 5948 train 0.144707 5949 train 0.163596 5950 val 14.2203 5950 train 0.155927 5951 train 0.153915 5952 train 0.171188 5953 train 0.172363 5954 train 0.149138 5955 train 0.165203 5956 train 0.169163 5957 train 0.159509 5958 train 0.157639 5959 train 0.156643 5960 train 0.159064 5961 train 0.164401 5962 train 0.162719 5963 train 0.161135 5964 train 0.156388 5965 train 0.147956 5966 train 0.155681 5967 train 0.156670 5968 train 0.154372 5969 train 0.156837 5970 train 0.152377 5971 train 0.152304 5972 train 0.154840 5973 train 0.155613 5974 train 0.162697 5975 val 14.2491 5975 train 0.153858 5976 train 0.155151 5977 train 0.169952 5978 train 0.152857 5979 train 0.150495 5980 train 0.146833 5981 train 0.152335 5982 train 0.156320 5983 train 0.150133 5984 train 0.143761 5985 train 0.164565 5986 train 0.151729 5987 train 0.148448 5988 train 0.160166 5989 train 0.166358 5990 train 0.164529 5991 train 0.180960 5992 train 0.158481 5993 train 0.168425 5994 train 0.159281 5995 train 0.147785 5996 train 0.151310 5997 train 0.163830 5998 train 0.150186 5999 train 0.160555 6000 val 14.2214 6000 train 0.158042 6001 train 0.150672 6002 train 0.157366 6003 train 0.161436 6004 train 0.159710 6005 train 0.150201 6006 train 0.155748 6007 train 0.158136 6008 train 0.153921 6009 train 0.164164 6010 train 0.159599 6011 train 0.175752 6012 train 0.168021 6013 train 0.156785 6014 train 0.156965 6015 train 0.166555 6016 train 0.164218 6017 train 0.154728 6018 train 0.157620 6019 train 0.163774 6020 train 0.156819 6021 train 0.167977 6022 train 0.170226 6023 train 0.156493 6024 train 0.154040 6025 val 14.3553 6025 train 0.167557 6026 train 0.158142 6027 train 0.174674 6028 train 0.162092 6029 train 0.155703 6030 train 0.162410 6031 train 0.170849 6032 train 0.154516 6033 train 0.153586 6034 train 0.154629 6035 train 0.161114 6036 train 0.158835 6037 train 0.161065 6038 train 0.158185 6039 train 0.162696 6040 train 0.155318 6041 train 0.152893 6042 train 0.152996 6043 train 0.156238 6044 train 0.146241 6045 train 0.162687 6046 train 0.154381 6047 train 0.160443 6048 train 0.171849 6049 train 0.154822 6050 val 14.3329 6050 train 0.156356 6051 train 0.160871 6052 train 0.163045 6053 train 0.163608 6054 train 0.146303 6055 train 0.158335 6056 train 0.162582 6057 train 0.178768 6058 train 0.152554 6059 train 0.159413 6060 train 0.186987 6061 train 0.182725 6062 train 0.166846 6063 train 0.173811 6064 train 0.170006 6065 train 0.156421 6066 train 0.157247 6067 train 0.152708 6068 train 0.154363 6069 train 0.157757 6070 train 0.156466 6071 train 0.151183 6072 train 0.157074 6073 train 0.157888 6074 train 0.151545 6075 val 14.2783 6075 train 0.159808 6076 train 0.166487 6077 train 0.162996 6078 train 0.154296 6079 train 0.153026 6080 train 0.150099 6081 train 0.153185 6082 train 0.157000 6083 train 0.147672 6084 train 0.148035 6085 train 0.151864 6086 train 0.153672 6087 train 0.152436 6088 train 0.154475 6089 train 0.156666 6090 train 0.148666 6091 train 0.151408 6092 train 0.148179 6093 train 0.161577 6094 train 0.153762 6095 train 0.161505 6096 train 0.172768 6097 train 0.164087 6098 train 0.168838 6099 train 0.168707 6100 val 14.3944 6100 train 0.155381 6101 train 0.158709 6102 train 0.170534 6103 train 0.156372 6104 train 0.160296 6105 train 0.157571 6106 train 0.144932 6107 train 0.156833 6108 train 0.157883 6109 train 0.161366 6110 train 0.161227 6111 train 0.156393 6112 train 0.162345 6113 train 0.154681 6114 train 0.160177 6115 train 0.155231 6116 train 0.155735 6117 train 0.153137 6118 train 0.158059 6119 train 0.148312 6120 train 0.150255 6121 train 0.148337 6122 train 0.154792 6123 train 0.156388 6124 train 0.152835 6125 val 14.4006 6125 train 0.154627 6126 train 0.156687 6127 train 0.142936 6128 train 0.155830 6129 train 0.171703 6130 train 0.157950 6131 train 0.163651 6132 train 0.171470 6133 train 0.162041 6134 train 0.161636 6135 train 0.179782 6136 train 0.175821 6137 train 0.160549 6138 train 0.162127 6139 train 0.173888 6140 train 0.169439 6141 train 0.183593 6142 train 0.160679 6143 train 0.165995 6144 train 0.153594 6145 train 0.159285 6146 train 0.159541 6147 train 0.155910 6148 train 0.146312 6149 train 0.155216 6150 val 14.3445 6150 train 0.160291 6151 train 0.153110 6152 train 0.162409 6153 train 0.152994 6154 train 0.161069 6155 train 0.148909 6156 train 0.154287 6157 train 0.151334 6158 train 0.154285 6159 train 0.153092 6160 train 0.145132 6161 train 0.155022 6162 train 0.154766 6163 train 0.161054 6164 train 0.151580 6165 train 0.152930 6166 train 0.151030 6167 train 0.171299 6168 train 0.159189 6169 train 0.164819 6170 train 0.155864 6171 train 0.166668 6172 train 0.164689 6173 train 0.167474 6174 train 0.165059 6175 val 14.4663 6175 train 0.176842 6176 train 0.165125 6177 train 0.172628 6178 train 0.154276 6179 train 0.171798 6180 train 0.170313 6181 train 0.155255 6182 train 0.164192 6183 train 0.161312 6184 train 0.148012 6185 train 0.158906 6186 train 0.156293 6187 train 0.150042 6188 train 0.156342 6189 train 0.158424 6190 train 0.148982 6191 train 0.152861 6192 train 0.159200 6193 train 0.150758 6194 train 0.159629 6195 train 0.148889 6196 train 0.148172 6197 train 0.151601 6198 train 0.155282 6199 train 0.151373 6200 val 14.3265 6200 train 0.156656 6201 train 0.178495 6202 train 0.152005 6203 train 0.149002 6204 train 0.157232 6205 train 0.151396 6206 train 0.155618 6207 train 0.155199 6208 train 0.153340 6209 train 0.157829 6210 train 0.172103 6211 train 0.150942 6212 train 0.144408 6213 train 0.155708 6214 train 0.165725 6215 train 0.150006 6216 train 0.152715 6217 train 0.155282 6218 train 0.155049 6219 train 0.148653 6220 train 0.157579 6221 train 0.151335 6222 train 0.158097 6223 train 0.148230 6224 train 0.154528 6225 val 14.4756 6225 train 0.160561 6226 train 0.158748 6227 train 0.151730 6228 train 0.149934 6229 train 0.153701 6230 train 0.155952 6231 train 0.148775 6232 train 0.149016 6233 train 0.155925 6234 train 0.153456 6235 train 0.145204 6236 train 0.149108 6237 train 0.168735 6238 train 0.143188 6239 train 0.155730 6240 train 0.163974 6241 train 0.144969 6242 train 0.148521 6243 train 0.169203 6244 train 0.147019 6245 train 0.157432 6246 train 0.153133 6247 train 0.153916 6248 train 0.153552 6249 train 0.160730 6250 val 14.4380 6250 train 0.153703 6251 train 0.160391 6252 train 0.157475 6253 train 0.150193 6254 train 0.147310 6255 train 0.154858 6256 train 0.156187 6257 train 0.144939 6258 train 0.152834 6259 train 0.145517 6260 train 0.153079 6261 train 0.158362 6262 train 0.158458 6263 train 0.148226 6264 train 0.152467 6265 train 0.151150 6266 train 0.143855 6267 train 0.160161 6268 train 0.148098 6269 train 0.151545 6270 train 0.149207 6271 train 0.161366 6272 train 0.149441 6273 train 0.161913 6274 train 0.155625 6275 val 14.4423 6275 train 0.148232 6276 train 0.167299 6277 train 0.160136 6278 train 0.150790 6279 train 0.163049 6280 train 0.152298 6281 train 0.152576 6282 train 0.154897 6283 train 0.153926 6284 train 0.153060 6285 train 0.150728 6286 train 0.164035 6287 train 0.152103 6288 train 0.154338 6289 train 0.154186 6290 train 0.154215 6291 train 0.159470 6292 train 0.146671 6293 train 0.155776 6294 train 0.152124 6295 train 0.154045 6296 train 0.145590 6297 train 0.154169 6298 train 0.151120 6299 train 0.151420 6300 val 14.4888 6300 train 0.162055 6301 train 0.149142 6302 train 0.143296 6303 train 0.153888 6304 train 0.140442 6305 train 0.151894 6306 train 0.144442 6307 train 0.152256 6308 train 0.145511 6309 train 0.160392 6310 train 0.146859 6311 train 0.149579 6312 train 0.155065 6313 train 0.154336 6314 train 0.145759 6315 train 0.165261 6316 train 0.151308 6317 train 0.148709 6318 train 0.145419 6319 train 0.154412 6320 train 0.155952 6321 train 0.154016 6322 train 0.144774 6323 train 0.150397 6324 train 0.154496 6325 val 14.5004 6325 train 0.153016 6326 train 0.151771 6327 train 0.153404 6328 train 0.151728 6329 train 0.147141 6330 train 0.150477 6331 train 0.146772 6332 train 0.160367 6333 train 0.144934 6334 train 0.161980 6335 train 0.157869 6336 train 0.160818 6337 train 0.162773 6338 train 0.147408 6339 train 0.143231 6340 train 0.154778 6341 train 0.153104 6342 train 0.148931 6343 train 0.143163 6344 train 0.148750 6345 train 0.161549 6346 train 0.152859 6347 train 0.154779 6348 train 0.159087 6349 train 0.151374 6350 val 14.6109 6350 train 0.149016 6351 train 0.163079 6352 train 0.154953 6353 train 0.154219 6354 train 0.150010 6355 train 0.145024 6356 train 0.150514 6357 train 0.148567 6358 train 0.153911 6359 train 0.158596 6360 train 0.147285 6361 train 0.152022 6362 train 0.147753 6363 train 0.151171 6364 train 0.150174 6365 train 0.152249 6366 train 0.151738 6367 train 0.149723 6368 train 0.144175 6369 train 0.162554 6370 train 0.151162 6371 train 0.141551 6372 train 0.164394 6373 train 0.155984 6374 train 0.154310 6375 val 14.5828 6375 train 0.152649 6376 train 0.147775 6377 train 0.148321 6378 train 0.146921 6379 train 0.154920 6380 train 0.139489 6381 train 0.155186 6382 train 0.150780 6383 train 0.152339 6384 train 0.166398 6385 train 0.153958 6386 train 0.153360 6387 train 0.155309 6388 train 0.146361 6389 train 0.151020 6390 train 0.155933 6391 train 0.149483 6392 train 0.159646 6393 train 0.153055 6394 train 0.144050 6395 train 0.154435 6396 train 0.155836 6397 train 0.145510 6398 train 0.146955 6399 train 0.143924 6400 val 14.5588 6400 train 0.147053 6401 train 0.136388 6402 train 0.146796 6403 train 0.145061 6404 train 0.143530 6405 train 0.156475 6406 train 0.151514 6407 train 0.146974 6408 train 0.156517 6409 train 0.155303 6410 train 0.159505 6411 train 0.150940 6412 train 0.145988 6413 train 0.144673 6414 train 0.149161 6415 train 0.143850 6416 train 0.135653 6417 train 0.172551 6418 train 0.151256 6419 train 0.144363 6420 train 0.170956 6421 train 0.161549 6422 train 0.151703 6423 train 0.157179 6424 train 0.146285 6425 val 14.6887 6425 train 0.153051 6426 train 0.145669 6427 train 0.154713 6428 train 0.156954 6429 train 0.159048 6430 train 0.150728 6431 train 0.152761 6432 train 0.155096 6433 train 0.145063 6434 train 0.149252 6435 train 0.147545 6436 train 0.149616 6437 train 0.154573 6438 train 0.129556 6439 train 0.140840 6440 train 0.149170 6441 train 0.152000 6442 train 0.148081 6443 train 0.140658 6444 train 0.150657 6445 train 0.150740 6446 train 0.153034 6447 train 0.145971 6448 train 0.153295 6449 train 0.146320 6450 val 14.6474 6450 train 0.148414 6451 train 0.162354 6452 train 0.154249 6453 train 0.155604 6454 train 0.147119 6455 train 0.152331 6456 train 0.153728 6457 train 0.156171 6458 train 0.159431 6459 train 0.157430 6460 train 0.154179 6461 train 0.153889 6462 train 0.157516 6463 train 0.152655 6464 train 0.155934 6465 train 0.164602 6466 train 0.165051 6467 train 0.150420 6468 train 0.161148 6469 train 0.153540 6470 train 0.157270 6471 train 0.152252 6472 train 0.166268 6473 train 0.151363 6474 train 0.153738 6475 val 14.6920 6475 train 0.146943 6476 train 0.150254 6477 train 0.150744 6478 train 0.146391 6479 train 0.140996 6480 train 0.148688 6481 train 0.151635 6482 train 0.154576 6483 train 0.160523 6484 train 0.141981 6485 train 0.141587 6486 train 0.146385 6487 train 0.147809 6488 train 0.155054 6489 train 0.151485 6490 train 0.153750 6491 train 0.155001 6492 train 0.149433 6493 train 0.159137 6494 train 0.148867 6495 train 0.166434 6496 train 0.159278 6497 train 0.163916 6498 train 0.164733 6499 train 0.145639 6500 val 14.8219 6500 train 0.160830 6501 train 0.171655 6502 train 0.161725 6503 train 0.163545 6504 train 0.160820 6505 train 0.151685 6506 train 0.148517 6507 train 0.161920 6508 train 0.150953 6509 train 0.149890 6510 train 0.148433 6511 train 0.153800 6512 train 0.145677 6513 train 0.152841 6514 train 0.152305 6515 train 0.151995 6516 train 0.153853 6517 train 0.154637 6518 train 0.140620 6519 train 0.159626 6520 train 0.151593 6521 train 0.145851 6522 train 0.149814 6523 train 0.154668 6524 train 0.153858 6525 val 14.6477 6525 train 0.158868 6526 train 0.150069 6527 train 0.164718 6528 train 0.170197 6529 train 0.154115 6530 train 0.146388 6531 train 0.171260 6532 train 0.169332 6533 train 0.161828 6534 train 0.154233 6535 train 0.163877 6536 train 0.152892 6537 train 0.156642 6538 train 0.154368 6539 train 0.160868 6540 train 0.152549 6541 train 0.157924 6542 train 0.152000 6543 train 0.156274 6544 train 0.147523 6545 train 0.153901 6546 train 0.147805 6547 train 0.149112 6548 train 0.150659 6549 train 0.150174 6550 val 14.7547 6550 train 0.146448 6551 train 0.140673 6552 train 0.151996 6553 train 0.144573 6554 train 0.160659 6555 train 0.145817 6556 train 0.148139 6557 train 0.158017 6558 train 0.152096 6559 train 0.151514 6560 train 0.144317 6561 train 0.167915 6562 train 0.152940 6563 train 0.144818 6564 train 0.152670 6565 train 0.154775 6566 train 0.153870 6567 train 0.172566 6568 train 0.164860 6569 train 0.160916 6570 train 0.149370 6571 train 0.151736 6572 train 0.154229 6573 train 0.143360 6574 train 0.144631 6575 val 14.8294 6575 train 0.151370 6576 train 0.143702 6577 train 0.153892 6578 train 0.143574 6579 train 0.148094 6580 train 0.151101 6581 train 0.154331 6582 train 0.151093 6583 train 0.148336 6584 train 0.155645 6585 train 0.156795 6586 train 0.151185 6587 train 0.150456 6588 train 0.152850 6589 train 0.140271 6590 train 0.140537 6591 train 0.142932 6592 train 0.143695 6593 train 0.141031 6594 train 0.142162 6595 train 0.139615 6596 train 0.143634 6597 train 0.159478 6598 train 0.143024 6599 train 0.148328 6600 val 14.8056 6600 train 0.169917 6601 train 0.157857 6602 train 0.156247 6603 train 0.162487 6604 train 0.152011 6605 train 0.158313 6606 train 0.164931 6607 train 0.152603 6608 train 0.148056 6609 train 0.160596 6610 train 0.158630 6611 train 0.151226 6612 train 0.156727 6613 train 0.141360 6614 train 0.148656 6615 train 0.144279 6616 train 0.157568 6617 train 0.153983 6618 train 0.146726 6619 train 0.149836 6620 train 0.153072 6621 train 0.149617 6622 train 0.150489 6623 train 0.148498 6624 train 0.150590 6625 val 14.9397 6625 train 0.146838 6626 train 0.140131 6627 train 0.152481 6628 train 0.149290 6629 train 0.148678 6630 train 0.136087 6631 train 0.142243 6632 train 0.141874 6633 train 0.148627 6634 train 0.138260 6635 train 0.147397 6636 train 0.159976 6637 train 0.158327 6638 train 0.160996 6639 train 0.151936 6640 train 0.153446 6641 train 0.151256 6642 train 0.148851 6643 train 0.160290 6644 train 0.153710 6645 train 0.151923 6646 train 0.156321 6647 train 0.155653 6648 train 0.145556 6649 train 0.156172 6650 val 14.7402 6650 train 0.152097 6651 train 0.154313 6652 train 0.154463 6653 train 0.152649 6654 train 0.149007 6655 train 0.146568 6656 train 0.145924 6657 train 0.151398 6658 train 0.152689 6659 train 0.147809 6660 train 0.146707 6661 train 0.152325 6662 train 0.169068 6663 train 0.146529 6664 train 0.133347 6665 train 0.148727 6666 train 0.145675 6667 train 0.152983 6668 train 0.143933 6669 train 0.144893 6670 train 0.145749 6671 train 0.152949 6672 train 0.158011 6673 train 0.146998 6674 train 0.143504 6675 val 14.9822 6675 train 0.145579 6676 train 0.146595 6677 train 0.155356 6678 train 0.152838 6679 train 0.159198 6680 train 0.154836 6681 train 0.149053 6682 train 0.149511 6683 train 0.146181 6684 train 0.148575 6685 train 0.151662 6686 train 0.147702 6687 train 0.161621 6688 train 0.158435 6689 train 0.146005 6690 train 0.153740 6691 train 0.152291 6692 train 0.145015 6693 train 0.150969 6694 train 0.148041 6695 train 0.153309 6696 train 0.158820 6697 train 0.141980 6698 train 0.143324 6699 train 0.149953 6700 val 14.8667 6700 train 0.145357 6701 train 0.158085 6702 train 0.156276 6703 train 0.157280 6704 train 0.150818 6705 train 0.152563 6706 train 0.141150 6707 train 0.147451 6708 train 0.152838 6709 train 0.153690 6710 train 0.147936 6711 train 0.152410 6712 train 0.147616 6713 train 0.155096 6714 train 0.154573 6715 train 0.152472 6716 train 0.159367 6717 train 0.149473 6718 train 0.152663 6719 train 0.160717 6720 train 0.161027 6721 train 0.149357 6722 train 0.143695 6723 train 0.147553 6724 train 0.151947 6725 val 14.8488 6725 train 0.150917 6726 train 0.145436 6727 train 0.147310 6728 train 0.146364 6729 train 0.154892 6730 train 0.147267 6731 train 0.145720 6732 train 0.150111 6733 train 0.143805 6734 train 0.147210 6735 train 0.145854 6736 train 0.144439 6737 train 0.149709 6738 train 0.146179 6739 train 0.148804 6740 train 0.145163 6741 train 0.154678 6742 train 0.150308 6743 train 0.151071 6744 train 0.151551 6745 train 0.154332 6746 train 0.146054 6747 train 0.154788 6748 train 0.147217 6749 train 0.142219 6750 val 14.9634 6750 train 0.150918 6751 train 0.145337 6752 train 0.145673 6753 train 0.158381 6754 train 0.144214 6755 train 0.150023 6756 train 0.149631 6757 train 0.148620 6758 train 0.137302 6759 train 0.151767 6760 train 0.148782 6761 train 0.149356 6762 train 0.142491 6763 train 0.145614 6764 train 0.147001 6765 train 0.154443 6766 train 0.157734 6767 train 0.150057 6768 train 0.155650 6769 train 0.141985 6770 train 0.135745 6771 train 0.141645 6772 train 0.150997 6773 train 0.142308 6774 train 0.137888 6775 val 14.8991 6775 train 0.147794 6776 train 0.154498 6777 train 0.148666 6778 train 0.151431 6779 train 0.165142 6780 train 0.155451 6781 train 0.152037 6782 train 0.140485 6783 train 0.151356 6784 train 0.144682 6785 train 0.142130 6786 train 0.145915 6787 train 0.143883 6788 train 0.142175 6789 train 0.152141 6790 train 0.149745 6791 train 0.151707 6792 train 0.150233 6793 train 0.149864 6794 train 0.151078 6795 train 0.148054 6796 train 0.145533 6797 train 0.152927 6798 train 0.142222 6799 train 0.138020 6800 val 14.9199 6800 train 0.139084 6801 train 0.149313 6802 train 0.146405 6803 train 0.144039 6804 train 0.156500 6805 train 0.145397 6806 train 0.154729 6807 train 0.146514 6808 train 0.149434 6809 train 0.141614 6810 train 0.136868 6811 train 0.144266 6812 train 0.145517 6813 train 0.166906 6814 train 0.142207 6815 train 0.146260 6816 train 0.153879 6817 train 0.149565 6818 train 0.143360 6819 train 0.152794 6820 train 0.146745 6821 train 0.156332 6822 train 0.150709 6823 train 0.157274 6824 train 0.142722 6825 val 14.9515 6825 train 0.145923 6826 train 0.147358 6827 train 0.151333 6828 train 0.154240 6829 train 0.153122 6830 train 0.152361 6831 train 0.146556 6832 train 0.143836 6833 train 0.153751 6834 train 0.147010 6835 train 0.143131 6836 train 0.152650 6837 train 0.150527 6838 train 0.139971 6839 train 0.139044 6840 train 0.142191 6841 train 0.141144 6842 train 0.148114 6843 train 0.149582 6844 train 0.142941 6845 train 0.142023 6846 train 0.147545 6847 train 0.143094 6848 train 0.136617 6849 train 0.142995 6850 val 14.9881 6850 train 0.137805 6851 train 0.142913 6852 train 0.152881 6853 train 0.149677 6854 train 0.143294 6855 train 0.151279 6856 train 0.149036 6857 train 0.148888 6858 train 0.154658 6859 train 0.157987 6860 train 0.146733 6861 train 0.138530 6862 train 0.150105 6863 train 0.149631 6864 train 0.144559 6865 train 0.141066 6866 train 0.146347 6867 train 0.147176 6868 train 0.148222 6869 train 0.142697 6870 train 0.147680 6871 train 0.140114 6872 train 0.137384 6873 train 0.150981 6874 train 0.144620 6875 val 15.0953 6875 train 0.143466 6876 train 0.151015 6877 train 0.148738 6878 train 0.140669 6879 train 0.144007 6880 train 0.152545 6881 train 0.152616 6882 train 0.146331 6883 train 0.145947 6884 train 0.140112 6885 train 0.158479 6886 train 0.150870 6887 train 0.143737 6888 train 0.145342 6889 train 0.150529 6890 train 0.147944 6891 train 0.156846 6892 train 0.161110 6893 train 0.152542 6894 train 0.152364 6895 train 0.152967 6896 train 0.159556 6897 train 0.149060 6898 train 0.148580 6899 train 0.148176 6900 val 14.9561 6900 train 0.145918 6901 train 0.146725 6902 train 0.149688 6903 train 0.145824 6904 train 0.145986 6905 train 0.142418 6906 train 0.154358 6907 train 0.146681 6908 train 0.153895 6909 train 0.161807 6910 train 0.147965 6911 train 0.152738 6912 train 0.145842 6913 train 0.144387 6914 train 0.149506 6915 train 0.153517 6916 train 0.141698 6917 train 0.155141 6918 train 0.141891 6919 train 0.140501 6920 train 0.138084 6921 train 0.157267 6922 train 0.151588 6923 train 0.148723 6924 train 0.149795 6925 val 15.1205 6925 train 0.149509 6926 train 0.139089 6927 train 0.150528 6928 train 0.136665 6929 train 0.147634 6930 train 0.147596 6931 train 0.153407 6932 train 0.143981 6933 train 0.157639 6934 train 0.146344 6935 train 0.143417 6936 train 0.145390 6937 train 0.143772 6938 train 0.144969 6939 train 0.137548 6940 train 0.145886 6941 train 0.141307 6942 train 0.135675 6943 train 0.140654 6944 train 0.148814 6945 train 0.148588 6946 train 0.150466 6947 train 0.137191 6948 train 0.143431 6949 train 0.140222 6950 val 15.1771 6950 train 0.136609 6951 train 0.141588 6952 train 0.142059 6953 train 0.151262 6954 train 0.141874 6955 train 0.149469 6956 train 0.144318 6957 train 0.147995 6958 train 0.137656 6959 train 0.147677 6960 train 0.147889 6961 train 0.157717 6962 train 0.148672 6963 train 0.158136 6964 train 0.156835 6965 train 0.146105 6966 train 0.144537 6967 train 0.147541 6968 train 0.144810 6969 train 0.153472 6970 train 0.149707 6971 train 0.151004 6972 train 0.152189 6973 train 0.147092 6974 train 0.151541 6975 val 15.0011 6975 train 0.147529 6976 train 0.142479 6977 train 0.138948 6978 train 0.147477 6979 train 0.143729 6980 train 0.149634 6981 train 0.143900 6982 train 0.146620 6983 train 0.134451 6984 train 0.140593 6985 train 0.135489 6986 train 0.144990 6987 train 0.147514 6988 train 0.138728 6989 train 0.142661 6990 train 0.139082 6991 train 0.146846 6992 train 0.136338 6993 train 0.142858 6994 train 0.136874 6995 train 0.149356 6996 train 0.152645 6997 train 0.142713 6998 train 0.140662 6999 train 0.151946 7000 val 15.2062 7000 train 0.156491 7001 train 0.155162 7002 train 0.149819 7003 train 0.143546 7004 train 0.143942 7005 train 0.142756 7006 train 0.151377 7007 train 0.152090 7008 train 0.152140 7009 train 0.152034 7010 train 0.153221 7011 train 0.146887 7012 train 0.144397 7013 train 0.152259 7014 train 0.141494 7015 train 0.131975 7016 train 0.144078 7017 train 0.159650 7018 train 0.145705 7019 train 0.141374 7020 train 0.147890 7021 train 0.147329 7022 train 0.141413 7023 train 0.144731 7024 train 0.150736 7025 val 15.1567 7025 train 0.149295 7026 train 0.135314 7027 train 0.143502 7028 train 0.137751 7029 train 0.146766 7030 train 0.143027 7031 train 0.141141 7032 train 0.157978 7033 train 0.150234 7034 train 0.138436 7035 train 0.157909 7036 train 0.145787 7037 train 0.154233 7038 train 0.158317 7039 train 0.155190 7040 train 0.147050 7041 train 0.157266 7042 train 0.152075 7043 train 0.145049 7044 train 0.155045 7045 train 0.159495 7046 train 0.150992 7047 train 0.147126 7048 train 0.144074 7049 train 0.150932 7050 val 15.1142 7050 train 0.136323 7051 train 0.146989 7052 train 0.152627 7053 train 0.141043 7054 train 0.153009 7055 train 0.150968 7056 train 0.141761 7057 train 0.145712 7058 train 0.143976 7059 train 0.143805 7060 train 0.141948 7061 train 0.142588 7062 train 0.142288 7063 train 0.135571 7064 train 0.135503 7065 train 0.145570 7066 train 0.145587 7067 train 0.139396 7068 train 0.153704 7069 train 0.142346 7070 train 0.142226 7071 train 0.146827 7072 train 0.145559 7073 train 0.136512 7074 train 0.150150 7075 val 15.2804 7075 train 0.144461 7076 train 0.152328 7077 train 0.150847 7078 train 0.146940 7079 train 0.156121 7080 train 0.141383 7081 train 0.134365 7082 train 0.151241 7083 train 0.141917 7084 train 0.151801 7085 train 0.150513 7086 train 0.136558 7087 train 0.137009 7088 train 0.130668 7089 train 0.139976 7090 train 0.144834 7091 train 0.150282 7092 train 0.154246 7093 train 0.147881 7094 train 0.143997 7095 train 0.139772 7096 train 0.138899 7097 train 0.140197 7098 train 0.137683 7099 train 0.145532 7100 val 15.1281 7100 train 0.140702 7101 train 0.140208 7102 train 0.135912 7103 train 0.134557 7104 train 0.149064 7105 train 0.145408 7106 train 0.145755 7107 train 0.150484 7108 train 0.140625 7109 train 0.134355 7110 train 0.144508 7111 train 0.134452 7112 train 0.150687 7113 train 0.152277 7114 train 0.148357 7115 train 0.152528 7116 train 0.154057 7117 train 0.146808 7118 train 0.149053 7119 train 0.157390 7120 train 0.149308 7121 train 0.139904 7122 train 0.140572 7123 train 0.142372 7124 train 0.138987 7125 val 15.2114 7125 train 0.148856 7126 train 0.135979 7127 train 0.137242 7128 train 0.152754 7129 train 0.144181 7130 train 0.133177 7131 train 0.140724 7132 train 0.139495 7133 train 0.149674 7134 train 0.143423 7135 train 0.154447 7136 train 0.151010 7137 train 0.141519 7138 train 0.135432 7139 train 0.140395 7140 train 0.157499 7141 train 0.154250 7142 train 0.148454 7143 train 0.160586 7144 train 0.150501 7145 train 0.144671 7146 train 0.142114 7147 train 0.135616 7148 train 0.148418 7149 train 0.139250 7150 val 15.3128 7150 train 0.142219 7151 train 0.149083 7152 train 0.153775 7153 train 0.153255 7154 train 0.145001 7155 train 0.144503 7156 train 0.148399 7157 train 0.140636 7158 train 0.138425 7159 train 0.139636 7160 train 0.147915 7161 train 0.137844 7162 train 0.152223 7163 train 0.141657 7164 train 0.150084 7165 train 0.134532 7166 train 0.146233 7167 train 0.137301 7168 train 0.147772 7169 train 0.140113 7170 train 0.155765 7171 train 0.145939 7172 train 0.139632 7173 train 0.143873 7174 train 0.146559 7175 val 15.1884 7175 train 0.146199 7176 train 0.136903 7177 train 0.147862 7178 train 0.145189 7179 train 0.158897 7180 train 0.143900 7181 train 0.152862 7182 train 0.151002 7183 train 0.143728 7184 train 0.147123 7185 train 0.146437 7186 train 0.146086 7187 train 0.141719 7188 train 0.144624 7189 train 0.140711 7190 train 0.144418 7191 train 0.143118 7192 train 0.142954 7193 train 0.141126 7194 train 0.139195 7195 train 0.146562 7196 train 0.136482 7197 train 0.145558 7198 train 0.144559 7199 train 0.144960 7200 val 15.3258 7200 train 0.136517 7201 train 0.146711 7202 train 0.141787 7203 train 0.146226 7204 train 0.145482 7205 train 0.139410 7206 train 0.140312 7207 train 0.138274 7208 train 0.140253 7209 train 0.151129 7210 train 0.144286 7211 train 0.152321 7212 train 0.153331 7213 train 0.154977 7214 train 0.141785 7215 train 0.149086 7216 train 0.155729 7217 train 0.151521 7218 train 0.152282 7219 train 0.152599 7220 train 0.151936 7221 train 0.145294 7222 train 0.147308 7223 train 0.143642 7224 train 0.144538 7225 val 15.2822 7225 train 0.140524 7226 train 0.143162 7227 train 0.149317 7228 train 0.143350 7229 train 0.142598 7230 train 0.145548 7231 train 0.138406 7232 train 0.134188 7233 train 0.151360 7234 train 0.147701 7235 train 0.143570 7236 train 0.145986 7237 train 0.141121 7238 train 0.143620 7239 train 0.151607 7240 train 0.138803 7241 train 0.150042 7242 train 0.149982 7243 train 0.142922 7244 train 0.137815 7245 train 0.154142 7246 train 0.141153 7247 train 0.133708 7248 train 0.147371 7249 train 0.151064 7250 val 15.2867 7250 train 0.147071 7251 train 0.139048 7252 train 0.149385 7253 train 0.150476 7254 train 0.147423 7255 train 0.155494 7256 train 0.155156 7257 train 0.156695 7258 train 0.146310 7259 train 0.145267 7260 train 0.153326 7261 train 0.144463 7262 train 0.144028 7263 train 0.147526 7264 train 0.149076 7265 train 0.146216 7266 train 0.145426 7267 train 0.140141 7268 train 0.152867 7269 train 0.147367 7270 train 0.143880 7271 train 0.138662 7272 train 0.147792 7273 train 0.151086 7274 train 0.147620 7275 val 15.3514 7275 train 0.149030 7276 train 0.131572 7277 train 0.145683 7278 train 0.145603 7279 train 0.129623 7280 train 0.143406 7281 train 0.147391 7282 train 0.142315 7283 train 0.135312 7284 train 0.130750 7285 train 0.152685 7286 train 0.145641 7287 train 0.141317 7288 train 0.146514 7289 train 0.138608 7290 train 0.142076 7291 train 0.141264 7292 train 0.151266 7293 train 0.148874 7294 train 0.145878 7295 train 0.140103 7296 train 0.153636 7297 train 0.147911 7298 train 0.137054 7299 train 0.143946 7300 val 15.3272 7300 train 0.137762 7301 train 0.149447 7302 train 0.147802 7303 train 0.141830 7304 train 0.130418 7305 train 0.142125 7306 train 0.146026 7307 train 0.138241 7308 train 0.147113 7309 train 0.135372 7310 train 0.143923 7311 train 0.142982 7312 train 0.141646 7313 train 0.144392 7314 train 0.137771 7315 train 0.141020 7316 train 0.133331 7317 train 0.138646 7318 train 0.140944 7319 train 0.148950 7320 train 0.140273 7321 train 0.136582 7322 train 0.128384 7323 train 0.154898 7324 train 0.140426 7325 val 15.4739 7325 train 0.146202 7326 train 0.142806 7327 train 0.139628 7328 train 0.141557 7329 train 0.139210 7330 train 0.137150 7331 train 0.141814 7332 train 0.140618 7333 train 0.139497 7334 train 0.139907 7335 train 0.140151 7336 train 0.145458 7337 train 0.137484 7338 train 0.137148 7339 train 0.130960 7340 train 0.147424 7341 train 0.161682 7342 train 0.129310 7343 train 0.136495 7344 train 0.145626 7345 train 0.140099 7346 train 0.140612 7347 train 0.143804 7348 train 0.142694 7349 train 0.138928 7350 val 15.3869 7350 train 0.141348 7351 train 0.130411 7352 train 0.137065 7353 train 0.143992 7354 train 0.141406 7355 train 0.144083 7356 train 0.147957 7357 train 0.133188 7358 train 0.131536 7359 train 0.142833 7360 train 0.140563 7361 train 0.143859 7362 train 0.148175 7363 train 0.143754 7364 train 0.155715 7365 train 0.142244 7366 train 0.141998 7367 train 0.138357 7368 train 0.143048 7369 train 0.144159 7370 train 0.141987 7371 train 0.148300 7372 train 0.138497 7373 train 0.140746 7374 train 0.141651 7375 val 15.3967 7375 train 0.145357 7376 train 0.155980 7377 train 0.155574 7378 train 0.141620 7379 train 0.144556 7380 train 0.142460 7381 train 0.145675 7382 train 0.141584 7383 train 0.135306 7384 train 0.135326 7385 train 0.136885 7386 train 0.140957 7387 train 0.139169 7388 train 0.140038 7389 train 0.138960 7390 train 0.147532 7391 train 0.148083 7392 train 0.150176 7393 train 0.137873 7394 train 0.144394 7395 train 0.147807 7396 train 0.135860 7397 train 0.134579 7398 train 0.141437 7399 train 0.150264 7400 val 15.4547 7400 train 0.142486 7401 train 0.155865 7402 train 0.143974 7403 train 0.151481 7404 train 0.145502 7405 train 0.137457 7406 train 0.155822 7407 train 0.141596 7408 train 0.147824 7409 train 0.140903 7410 train 0.141541 7411 train 0.140164 7412 train 0.139602 7413 train 0.152796 7414 train 0.143548 7415 train 0.147152 7416 train 0.145869 7417 train 0.144286 7418 train 0.137877 7419 train 0.145667 7420 train 0.146941 7421 train 0.134889 7422 train 0.142888 7423 train 0.136199 7424 train 0.137513 7425 val 15.3687 7425 train 0.141551 7426 train 0.149854 7427 train 0.143515 7428 train 0.144428 7429 train 0.143273 7430 train 0.144957 7431 train 0.145302 7432 train 0.145646 7433 train 0.140864 7434 train 0.134386 7435 train 0.140230 7436 train 0.136759 7437 train 0.135944 7438 train 0.140163 7439 train 0.141565 7440 train 0.143471 7441 train 0.138234 7442 train 0.150924 7443 train 0.147003 7444 train 0.149185 7445 train 0.146049 7446 train 0.141753 7447 train 0.133960 7448 train 0.139202 7449 train 0.141788 7450 val 15.5199 7450 train 0.141220 7451 train 0.133609 7452 train 0.143265 7453 train 0.144989 7454 train 0.144616 7455 train 0.137177 7456 train 0.133343 7457 train 0.136115 7458 train 0.143297 7459 train 0.142227 7460 train 0.130127 7461 train 0.136581 7462 train 0.138292 7463 train 0.129026 7464 train 0.143138 7465 train 0.141436 7466 train 0.129105 7467 train 0.143198 7468 train 0.147468 7469 train 0.137194 7470 train 0.141163 7471 train 0.140950 7472 train 0.141439 7473 train 0.140838 7474 train 0.140706 7475 val 15.4872 7475 train 0.140635 7476 train 0.142446 7477 train 0.140468 7478 train 0.141277 7479 train 0.146198 7480 train 0.142877 7481 train 0.147726 7482 train 0.154060 7483 train 0.132455 7484 train 0.136388 7485 train 0.142835 7486 train 0.137935 7487 train 0.140096 7488 train 0.131573 7489 train 0.130683 7490 train 0.134669 7491 train 0.136855 7492 train 0.130877 7493 train 0.136235 7494 train 0.143777 7495 train 0.139282 7496 train 0.139920 7497 train 0.133713 7498 train 0.142741 7499 train 0.132167 7500 val 15.4138 7500 train 0.149642 7501 train 0.146629 7502 train 0.136752 7503 train 0.139746 7504 train 0.135034 7505 train 0.141172 7506 train 0.135047 7507 train 0.138415 7508 train 0.146358 7509 train 0.147505 7510 train 0.145628 7511 train 0.139331 7512 train 0.136536 7513 train 0.146491 7514 train 0.147883 7515 train 0.144736 7516 train 0.129305 7517 train 0.158308 7518 train 0.145875 7519 train 0.145517 7520 train 0.157364 7521 train 0.139553 7522 train 0.146861 7523 train 0.152463 7524 train 0.146658 7525 val 15.5203 7525 train 0.143230 7526 train 0.150923 7527 train 0.141207 7528 train 0.142156 7529 train 0.136437 7530 train 0.138838 7531 train 0.137922 7532 train 0.135096 7533 train 0.145362 7534 train 0.132625 7535 train 0.136504 7536 train 0.141927 7537 train 0.158018 7538 train 0.140153 7539 train 0.143734 7540 train 0.145766 7541 train 0.141070 7542 train 0.146157 7543 train 0.142822 7544 train 0.137011 7545 train 0.144044 7546 train 0.153450 7547 train 0.154362 7548 train 0.133526 7549 train 0.142821 7550 val 15.4910 7550 train 0.140692 7551 train 0.147655 7552 train 0.138580 7553 train 0.148152 7554 train 0.143690 7555 train 0.137929 7556 train 0.143251 7557 train 0.161631 7558 train 0.148976 7559 train 0.135595 7560 train 0.138875 7561 train 0.137356 7562 train 0.140578 7563 train 0.146408 7564 train 0.141265 7565 train 0.142551 7566 train 0.132388 7567 train 0.131334 7568 train 0.142345 7569 train 0.135838 7570 train 0.138124 7571 train 0.148079 7572 train 0.135636 7573 train 0.141400 7574 train 0.135491 7575 val 15.4518 7575 train 0.142669 7576 train 0.144648 7577 train 0.140960 7578 train 0.143876 7579 train 0.138735 7580 train 0.140881 7581 train 0.144076 7582 train 0.138412 7583 train 0.143650 7584 train 0.139573 7585 train 0.144351 7586 train 0.144718 7587 train 0.145035 7588 train 0.140241 7589 train 0.129667 7590 train 0.137819 7591 train 0.137119 7592 train 0.145091 7593 train 0.149341 7594 train 0.137571 7595 train 0.139925 7596 train 0.147718 7597 train 0.136129 7598 train 0.140463 7599 train 0.141549 7600 val 15.5786 7600 train 0.147442 7601 train 0.136152 7602 train 0.142602 7603 train 0.134116 7604 train 0.131615 7605 train 0.147252 7606 train 0.128475 7607 train 0.141213 7608 train 0.137524 7609 train 0.137525 7610 train 0.132918 7611 train 0.152585 7612 train 0.141198 7613 train 0.141255 7614 train 0.154176 7615 train 0.141935 7616 train 0.135014 7617 train 0.141291 7618 train 0.145394 7619 train 0.147324 7620 train 0.139225 7621 train 0.141607 7622 train 0.143880 7623 train 0.149224 7624 train 0.137493 7625 val 15.4641 7625 train 0.146243 7626 train 0.145167 7627 train 0.131883 7628 train 0.137885 7629 train 0.150274 7630 train 0.128248 7631 train 0.134578 7632 train 0.136364 7633 train 0.136463 7634 train 0.143261 7635 train 0.138029 7636 train 0.141775 7637 train 0.134644 7638 train 0.132940 7639 train 0.137919 7640 train 0.131910 7641 train 0.145006 7642 train 0.137790 7643 train 0.132742 7644 train 0.141571 7645 train 0.140240 7646 train 0.138443 7647 train 0.138259 7648 train 0.134616 7649 train 0.142090 7650 val 15.6048 7650 train 0.136842 7651 train 0.134883 7652 train 0.142898 7653 train 0.140099 7654 train 0.140939 7655 train 0.140144 7656 train 0.145179 7657 train 0.142803 7658 train 0.134497 7659 train 0.141435 7660 train 0.140213 7661 train 0.130191 7662 train 0.128968 7663 train 0.134571 7664 train 0.139902 7665 train 0.147680 7666 train 0.138218 7667 train 0.141994 7668 train 0.129708 7669 train 0.138572 7670 train 0.134655 7671 train 0.138812 7672 train 0.137534 7673 train 0.138660 7674 train 0.133607 7675 val 15.6154 7675 train 0.137080 7676 train 0.133617 7677 train 0.155342 7678 train 0.133134 7679 train 0.126378 7680 train 0.150019 7681 train 0.151092 7682 train 0.129882 7683 train 0.145542 7684 train 0.132463 7685 train 0.137498 7686 train 0.130954 7687 train 0.134063 7688 train 0.144908 7689 train 0.145998 7690 train 0.129618 7691 train 0.142996 7692 train 0.135884 7693 train 0.152560 7694 train 0.143325 7695 train 0.136860 7696 train 0.144744 7697 train 0.136364 7698 train 0.136006 7699 train 0.131281 7700 val 15.5692 7700 train 0.133513 7701 train 0.119337 7702 train 0.134154 7703 train 0.134024 7704 train 0.144518 7705 train 0.138290 7706 train 0.143968 7707 train 0.147649 7708 train 0.132029 7709 train 0.136267 7710 train 0.134784 7711 train 0.137724 7712 train 0.137088 7713 train 0.148252 7714 train 0.144535 7715 train 0.145101 7716 train 0.135326 7717 train 0.137255 7718 train 0.133769 7719 train 0.144741 7720 train 0.138106 7721 train 0.136332 7722 train 0.148246 7723 train 0.133108 7724 train 0.135830 7725 val 15.7097 7725 train 0.143255 7726 train 0.147008 7727 train 0.142211 7728 train 0.136852 7729 train 0.142240 7730 train 0.131193 7731 train 0.131092 7732 train 0.150093 7733 train 0.146062 7734 train 0.147261 7735 train 0.143860 7736 train 0.142700 7737 train 0.142292 7738 train 0.142528 7739 train 0.138614 7740 train 0.132439 7741 train 0.139341 7742 train 0.135456 7743 train 0.126836 7744 train 0.134718 7745 train 0.133149 7746 train 0.130872 7747 train 0.134840 7748 train 0.130228 7749 train 0.131942 7750 val 15.6072 7750 train 0.136818 7751 train 0.131598 7752 train 0.136295 7753 train 0.138788 7754 train 0.132077 7755 train 0.142392 7756 train 0.146020 7757 train 0.135136 7758 train 0.135358 7759 train 0.136369 7760 train 0.146940 7761 train 0.143844 7762 train 0.134643 7763 train 0.146937 7764 train 0.142485 7765 train 0.135151 7766 train 0.136704 7767 train 0.146219 7768 train 0.147616 7769 train 0.140211 7770 train 0.141608 7771 train 0.139315 7772 train 0.134632 7773 train 0.138894 7774 train 0.135396 7775 val 15.7162 7775 train 0.144830 7776 train 0.136376 7777 train 0.137596 7778 train 0.125731 7779 train 0.137970 7780 train 0.137926 7781 train 0.134884 7782 train 0.140826 7783 train 0.132157 7784 train 0.136064 7785 train 0.133484 7786 train 0.137107 7787 train 0.136103 7788 train 0.136720 7789 train 0.132722 7790 train 0.137693 7791 train 0.134682 7792 train 0.140588 7793 train 0.141991 7794 train 0.136426 7795 train 0.136042 7796 train 0.130700 7797 train 0.135635 7798 train 0.138048 7799 train 0.141496 7800 val 15.7681 7800 train 0.148185 7801 train 0.133681 7802 train 0.149843 7803 train 0.143095 7804 train 0.141872 7805 train 0.141159 7806 train 0.138828 7807 train 0.135080 7808 train 0.142899 7809 train 0.137016 7810 train 0.138587 7811 train 0.130862 7812 train 0.139426 7813 train 0.139727 7814 train 0.146336 7815 train 0.128426 7816 train 0.132172 7817 train 0.127317 7818 train 0.133531 7819 train 0.141028 7820 train 0.133936 7821 train 0.138110 7822 train 0.132795 7823 train 0.130378 7824 train 0.140352 7825 val 15.6990 7825 train 0.138505 7826 train 0.135179 7827 train 0.140635 7828 train 0.135873 7829 train 0.135002 7830 train 0.145886 7831 train 0.136877 7832 train 0.143035 7833 train 0.143448 7834 train 0.133989 7835 train 0.134553 7836 train 0.138445 7837 train 0.137631 7838 train 0.139157 7839 train 0.153462 7840 train 0.149711 7841 train 0.139546 7842 train 0.135559 7843 train 0.131255 7844 train 0.142148 7845 train 0.140741 7846 train 0.145057 7847 train 0.147200 7848 train 0.140792 7849 train 0.127240 7850 val 15.8265 7850 train 0.143755 7851 train 0.145734 7852 train 0.140921 7853 train 0.146186 7854 train 0.133552 7855 train 0.129858 7856 train 0.130333 7857 train 0.132423 7858 train 0.140387 7859 train 0.144922 7860 train 0.142687 7861 train 0.133277 7862 train 0.138165 7863 train 0.144917 7864 train 0.141235 7865 train 0.148848 7866 train 0.139960 7867 train 0.138185 7868 train 0.139904 7869 train 0.141894 7870 train 0.127923 7871 train 0.147570 7872 train 0.131160 7873 train 0.142384 7874 train 0.138362 7875 val 15.7737 7875 train 0.141528 7876 train 0.132863 7877 train 0.144868 7878 train 0.139243 7879 train 0.132555 7880 train 0.135987 7881 train 0.139328 7882 train 0.137747 7883 train 0.131546 7884 train 0.147102 7885 train 0.137941 7886 train 0.138587 7887 train 0.143025 7888 train 0.138750 7889 train 0.137438 7890 train 0.138290 7891 train 0.124043 7892 train 0.128012 7893 train 0.141429 7894 train 0.137390 7895 train 0.132538 7896 train 0.134660 7897 train 0.148178 7898 train 0.135853 7899 train 0.147534 7900 val 15.8190 7900 train 0.141033 7901 train 0.148586 7902 train 0.132530 7903 train 0.148393 7904 train 0.138880 7905 train 0.138739 7906 train 0.142348 7907 train 0.144513 7908 train 0.137608 7909 train 0.138784 7910 train 0.144247 7911 train 0.138541 7912 train 0.138483 7913 train 0.133027 7914 train 0.141165 7915 train 0.131840 7916 train 0.151209 7917 train 0.156183 7918 train 0.137307 7919 train 0.133392 7920 train 0.134696 7921 train 0.132772 7922 train 0.140448 7923 train 0.143462 7924 train 0.136004 7925 val 15.8637 7925 train 0.146316 7926 train 0.139545 7927 train 0.146270 7928 train 0.136604 7929 train 0.140675 7930 train 0.137285 7931 train 0.135143 7932 train 0.134596 7933 train 0.143633 7934 train 0.130076 7935 train 0.150132 7936 train 0.146061 7937 train 0.139875 7938 train 0.138144 7939 train 0.140719 7940 train 0.138861 7941 train 0.144169 7942 train 0.140541 7943 train 0.139976 7944 train 0.140634 7945 train 0.147255 7946 train 0.134785 7947 train 0.137897 7948 train 0.137586 7949 train 0.143511 7950 val 15.8013 7950 train 0.143024 7951 train 0.135192 7952 train 0.136173 7953 train 0.145331 7954 train 0.140981 7955 train 0.140159 7956 train 0.142435 7957 train 0.131379 7958 train 0.132697 7959 train 0.136177 7960 train 0.140197 7961 train 0.135137 7962 train 0.133977 7963 train 0.146828 7964 train 0.134814 7965 train 0.135759 7966 train 0.126265 7967 train 0.139024 7968 train 0.146548 7969 train 0.133498 7970 train 0.128584 7971 train 0.140850 7972 train 0.150282 7973 train 0.139718 7974 train 0.145002 7975 val 15.8499 7975 train 0.139635 7976 train 0.134859 7977 train 0.138855 7978 train 0.132636 7979 train 0.138852 7980 train 0.133314 7981 train 0.131261 7982 train 0.139198 7983 train 0.135561 7984 train 0.131602 7985 train 0.146625 7986 train 0.135339 7987 train 0.140207 7988 train 0.138441 7989 train 0.135561 7990 train 0.137566 7991 train 0.126586 7992 train 0.127876 7993 train 0.138528 7994 train 0.133203 7995 train 0.133391 7996 train 0.131552 7997 train 0.125601 7998 train 0.136944 7999 train 0.139363 8000 val 15.8752 8000 train 0.144544 8001 train 0.126278 8002 train 0.119739 8003 train 0.129455 8004 train 0.133034 8005 train 0.133199 8006 train 0.143143 8007 train 0.138015 8008 train 0.135898 8009 train 0.136302 8010 train 0.136004 8011 train 0.130098 8012 train 0.134347 8013 train 0.141892 8014 train 0.132395 8015 train 0.136666 8016 train 0.139996 8017 train 0.118873 8018 train 0.125464 8019 train 0.137710 8020 train 0.145246 8021 train 0.134484 8022 train 0.145041 8023 train 0.141059 8024 train 0.140329 8025 val 15.9263 8025 train 0.130975 8026 train 0.153503 8027 train 0.144135 8028 train 0.144714 8029 train 0.139686 8030 train 0.131020 8031 train 0.138492 8032 train 0.136990 8033 train 0.124694 8034 train 0.128962 8035 train 0.129753 8036 train 0.132025 8037 train 0.134913 8038 train 0.132293 8039 train 0.131354 8040 train 0.127866 8041 train 0.145008 8042 train 0.142837 8043 train 0.133237 8044 train 0.134099 8045 train 0.128344 8046 train 0.134180 8047 train 0.137107 8048 train 0.139989 8049 train 0.132494 8050 val 15.8572 8050 train 0.139346 8051 train 0.140099 8052 train 0.148529 8053 train 0.134131 8054 train 0.136172 8055 train 0.134931 8056 train 0.137005 8057 train 0.141749 8058 train 0.136383 8059 train 0.128889 8060 train 0.138725 8061 train 0.143454 8062 train 0.130565 8063 train 0.132343 8064 train 0.147827 8065 train 0.140966 8066 train 0.139411 8067 train 0.139715 8068 train 0.136288 8069 train 0.139163 8070 train 0.128446 8071 train 0.142388 8072 train 0.133599 8073 train 0.142539 8074 train 0.132924 8075 val 15.8385 8075 train 0.137084 8076 train 0.145041 8077 train 0.123590 8078 train 0.136342 8079 train 0.128242 8080 train 0.129746 8081 train 0.140667 8082 train 0.154385 8083 train 0.138008 8084 train 0.137521 8085 train 0.134733 8086 train 0.135660 8087 train 0.137452 8088 train 0.142729 8089 train 0.146360 8090 train 0.143100 8091 train 0.138725 8092 train 0.144312 8093 train 0.136165 8094 train 0.138607 8095 train 0.133928 8096 train 0.124409 8097 train 0.134689 8098 train 0.135339 8099 train 0.130051 8100 val 15.9665 8100 train 0.139499 8101 train 0.129699 8102 train 0.145231 8103 train 0.143939 8104 train 0.130303 8105 train 0.132841 8106 train 0.126106 8107 train 0.136734 8108 train 0.129141 8109 train 0.139188 8110 train 0.139430 8111 train 0.138564 8112 train 0.148313 8113 train 0.144078 8114 train 0.124489 8115 train 0.130289 8116 train 0.132265 8117 train 0.126244 8118 train 0.134444 8119 train 0.141603 8120 train 0.133856 8121 train 0.135728 8122 train 0.128378 8123 train 0.134608 8124 train 0.138253 8125 val 15.9466 8125 train 0.138038 8126 train 0.135696 8127 train 0.146871 8128 train 0.140247 8129 train 0.135122 8130 train 0.135223 8131 train 0.135427 8132 train 0.141777 8133 train 0.152494 8134 train 0.132609 8135 train 0.131296 8136 train 0.138771 8137 train 0.131306 8138 train 0.134783 8139 train 0.133201 8140 train 0.133464 8141 train 0.140340 8142 train 0.132080 8143 train 0.136053 8144 train 0.132158 8145 train 0.136860 8146 train 0.139194 8147 train 0.136709 8148 train 0.138516 8149 train 0.145093 8150 val 15.9664 8150 train 0.131372 8151 train 0.144877 8152 train 0.131907 8153 train 0.135988 8154 train 0.130745 8155 train 0.134958 8156 train 0.127487 8157 train 0.148090 8158 train 0.142055 8159 train 0.128337 8160 train 0.134112 8161 train 0.135142 8162 train 0.131253 8163 train 0.129748 8164 train 0.129322 8165 train 0.138142 8166 train 0.138963 8167 train 0.145339 8168 train 0.143546 8169 train 0.143052 8170 train 0.145270 8171 train 0.145954 8172 train 0.138010 8173 train 0.138058 8174 train 0.132434 8175 val 15.9865 8175 train 0.139946 8176 train 0.136072 8177 train 0.134369 8178 train 0.130297 8179 train 0.136632 8180 train 0.130755 8181 train 0.141397 8182 train 0.129255 8183 train 0.138295 8184 train 0.127330 8185 train 0.139576 8186 train 0.139750 8187 train 0.145742 8188 train 0.133939 8189 train 0.137721 8190 train 0.136523 8191 train 0.134906 8192 train 0.124643 8193 train 0.148987 8194 train 0.143328 8195 train 0.142028 8196 train 0.128631 8197 train 0.135699 8198 train 0.132535 8199 train 0.139520 8200 val 15.9848 8200 train 0.129586 8201 train 0.125882 8202 train 0.134671 8203 train 0.142184 8204 train 0.141261 8205 train 0.141247 8206 train 0.147703 8207 train 0.133792 8208 train 0.144641 8209 train 0.146053 8210 train 0.134060 8211 train 0.135313 8212 train 0.131301 8213 train 0.130280 8214 train 0.135051 8215 train 0.130544 8216 train 0.127784 8217 train 0.138130 8218 train 0.133445 8219 train 0.134284 8220 train 0.135194 8221 train 0.137755 8222 train 0.147737 8223 train 0.144421 8224 train 0.145711 8225 val 15.9380 8225 train 0.131934 8226 train 0.126953 8227 train 0.131587 8228 train 0.132611 8229 train 0.135644 8230 train 0.137653 8231 train 0.138051 8232 train 0.135251 8233 train 0.131854 8234 train 0.140571 8235 train 0.140994 8236 train 0.140043 8237 train 0.134961 8238 train 0.126279 8239 train 0.126777 8240 train 0.135095 8241 train 0.139993 8242 train 0.146648 8243 train 0.137752 8244 train 0.150817 8245 train 0.134136 8246 train 0.133055 8247 train 0.141815 8248 train 0.133326 8249 train 0.128896 8250 val 15.9490 8250 train 0.129358 8251 train 0.134784 8252 train 0.131683 8253 train 0.132789 8254 train 0.125086 8255 train 0.130236 8256 train 0.143453 8257 train 0.130804 8258 train 0.127518 8259 train 0.129142 8260 train 0.137451 8261 train 0.137825 8262 train 0.141068 8263 train 0.135648 8264 train 0.127355 8265 train 0.140393 8266 train 0.131937 8267 train 0.140024 8268 train 0.136086 8269 train 0.146303 8270 train 0.141719 8271 train 0.146017 8272 train 0.144494 8273 train 0.133824 8274 train 0.150198 8275 val 16.0636 8275 train 0.131171 8276 train 0.136030 8277 train 0.138037 8278 train 0.129509 8279 train 0.129809 8280 train 0.133933 8281 train 0.133143 8282 train 0.133184 8283 train 0.129530 8284 train 0.138085 8285 train 0.133656 8286 train 0.131994 8287 train 0.133296 8288 train 0.122280 8289 train 0.134011 8290 train 0.132028 8291 train 0.132998 8292 train 0.134297 8293 train 0.130130 8294 train 0.133064 8295 train 0.138631 8296 train 0.138477 8297 train 0.132375 8298 train 0.134939 8299 train 0.128463 8300 val 15.9962 8300 train 0.125585 8301 train 0.129375 8302 train 0.127291 8303 train 0.131312 8304 train 0.133682 8305 train 0.137847 8306 train 0.140779 8307 train 0.143254 8308 train 0.148518 8309 train 0.147565 8310 train 0.138564 8311 train 0.137818 8312 train 0.138092 8313 train 0.147264 8314 train 0.133579 8315 train 0.125816 8316 train 0.131610 8317 train 0.126968 8318 train 0.125999 8319 train 0.127567 8320 train 0.137307 8321 train 0.130009 8322 train 0.137629 8323 train 0.132877 8324 train 0.130405 8325 val 16.0344 8325 train 0.140355 8326 train 0.129778 8327 train 0.132073 8328 train 0.143335 8329 train 0.138811 8330 train 0.127079 8331 train 0.137414 8332 train 0.135271 8333 train 0.141326 8334 train 0.131188 8335 train 0.128701 8336 train 0.134525 8337 train 0.130714 8338 train 0.130180 8339 train 0.136072 8340 train 0.131646 8341 train 0.138014 8342 train 0.124322 8343 train 0.132683 8344 train 0.150665 8345 train 0.152311 8346 train 0.140075 8347 train 0.140878 8348 train 0.133899 8349 train 0.141012 8350 val 16.0581 8350 train 0.138496 8351 train 0.146209 8352 train 0.145729 8353 train 0.135010 8354 train 0.125830 8355 train 0.129615 8356 train 0.136534 8357 train 0.124472 8358 train 0.124550 8359 train 0.118982 8360 train 0.127290 8361 train 0.142338 8362 train 0.130201 8363 train 0.130974 8364 train 0.131567 8365 train 0.123803 8366 train 0.133725 8367 train 0.147827 8368 train 0.132819 8369 train 0.136074 8370 train 0.134711 8371 train 0.136122 8372 train 0.133752 8373 train 0.133988 8374 train 0.135248 8375 val 16.0273 8375 train 0.138528 8376 train 0.131024 8377 train 0.126708 8378 train 0.134838 8379 train 0.129112 8380 train 0.136283 8381 train 0.132520 8382 train 0.137508 8383 train 0.131656 8384 train 0.138844 8385 train 0.135048 8386 train 0.126863 8387 train 0.136008 8388 train 0.133947 8389 train 0.133556 8390 train 0.146249 8391 train 0.133507 8392 train 0.131038 8393 train 0.127215 8394 train 0.125239 8395 train 0.120976 8396 train 0.125806 8397 train 0.120985 8398 train 0.130798 8399 train 0.130026 8400 val 15.9874 8400 train 0.137626 8401 train 0.133984 8402 train 0.130938 8403 train 0.139854 8404 train 0.131049 8405 train 0.126263 8406 train 0.136675 8407 train 0.138484 8408 train 0.156423 8409 train 0.133274 8410 train 0.136170 8411 train 0.131939 8412 train 0.139112 8413 train 0.131742 8414 train 0.135163 8415 train 0.151233 8416 train 0.143543 8417 train 0.139527 8418 train 0.141428 8419 train 0.134917 8420 train 0.145099 8421 train 0.150568 8422 train 0.129665 8423 train 0.138640 8424 train 0.130939 8425 val 16.0565 8425 train 0.137588 8426 train 0.135284 8427 train 0.142969 8428 train 0.135939 8429 train 0.130879 8430 train 0.132958 8431 train 0.130799 8432 train 0.130321 8433 train 0.131120 8434 train 0.137353 8435 train 0.130906 8436 train 0.130702 8437 train 0.137892 8438 train 0.130787 8439 train 0.148124 8440 train 0.138946 8441 train 0.136250 8442 train 0.134241 8443 train 0.129946 8444 train 0.141906 8445 train 0.130684 8446 train 0.142145 8447 train 0.135092 8448 train 0.139433 8449 train 0.131745 8450 val 16.0055 8450 train 0.134949 8451 train 0.134280 8452 train 0.142255 8453 train 0.148901 8454 train 0.145597 8455 train 0.136094 8456 train 0.139507 8457 train 0.149372 8458 train 0.142341 8459 train 0.128303 8460 train 0.137345 8461 train 0.143766 8462 train 0.134688 8463 train 0.137013 8464 train 0.131833 8465 train 0.136446 8466 train 0.137825 8467 train 0.138496 8468 train 0.138602 8469 train 0.131576 8470 train 0.132240 8471 train 0.130759 8472 train 0.125524 8473 train 0.132770 8474 train 0.126023 8475 val 16.0401 8475 train 0.137556 8476 train 0.138978 8477 train 0.131653 8478 train 0.131643 8479 train 0.124701 8480 train 0.135155 8481 train 0.138438 8482 train 0.132847 8483 train 0.133145 8484 train 0.141024 8485 train 0.141574 8486 train 0.140887 8487 train 0.128456 8488 train 0.128312 8489 train 0.132338 8490 train 0.136366 8491 train 0.141378 8492 train 0.137291 8493 train 0.143618 8494 train 0.142958 8495 train 0.140825 8496 train 0.135679 8497 train 0.134676 8498 train 0.135948 8499 train 0.144295 8500 val 16.0545 8500 train 0.140240 8501 train 0.141538 8502 train 0.131635 8503 train 0.137267 8504 train 0.135266 8505 train 0.132640 8506 train 0.126391 8507 train 0.125895 8508 train 0.132678 8509 train 0.139194 8510 train 0.117755 8511 train 0.132811 8512 train 0.130066 8513 train 0.130576 8514 train 0.137744 8515 train 0.125818 8516 train 0.128598 8517 train 0.131884 8518 train 0.139416 8519 train 0.133610 8520 train 0.134001 8521 train 0.125720 8522 train 0.131125 8523 train 0.129146 8524 train 0.129655 8525 val 16.1101 8525 train 0.130981 8526 train 0.123282 8527 train 0.125972 8528 train 0.124845 8529 train 0.138896 8530 train 0.131434 8531 train 0.140572 8532 train 0.146606 8533 train 0.137187 8534 train 0.130636 8535 train 0.134039 8536 train 0.127292 8537 train 0.129568 8538 train 0.122601 8539 train 0.130787 8540 train 0.133239 8541 train 0.147627 8542 train 0.129907 8543 train 0.131684 8544 train 0.128318 8545 train 0.129801 8546 train 0.131657 8547 train 0.132029 8548 train 0.128009 8549 train 0.127456 8550 val 16.1172 8550 train 0.129965 8551 train 0.126077 8552 train 0.130945 8553 train 0.131913 8554 train 0.132876 8555 train 0.126448 8556 train 0.124421 8557 train 0.126019 8558 train 0.128910 8559 train 0.134412 8560 train 0.136984 8561 train 0.131930 8562 train 0.131632 8563 train 0.135630 8564 train 0.128785 8565 train 0.131728 8566 train 0.140949 8567 train 0.135864 8568 train 0.138196 8569 train 0.132450 8570 train 0.133363 8571 train 0.128043 8572 train 0.138662 8573 train 0.141403 8574 train 0.129573 8575 val 16.1742 8575 train 0.126753 8576 train 0.123688 8577 train 0.143613 8578 train 0.123524 8579 train 0.130996 8580 train 0.134388 8581 train 0.123652 8582 train 0.127171 8583 train 0.135206 8584 train 0.133740 8585 train 0.138289 8586 train 0.128041 8587 train 0.129628 8588 train 0.122980 8589 train 0.130018 8590 train 0.127964 8591 train 0.136800 8592 train 0.130298 8593 train 0.130652 8594 train 0.134529 8595 train 0.136810 8596 train 0.127733 8597 train 0.130566 8598 train 0.133586 8599 train 0.133089 8600 val 16.2196 8600 train 0.134314 8601 train 0.142351 8602 train 0.134542 8603 train 0.135503 8604 train 0.137005 8605 train 0.131529 8606 train 0.138819 8607 train 0.133191 8608 train 0.131841 8609 train 0.140495 8610 train 0.137849 8611 train 0.124112 8612 train 0.128328 8613 train 0.144447 8614 train 0.126723 8615 train 0.131047 8616 train 0.139711 8617 train 0.138517 8618 train 0.122810 8619 train 0.141054 8620 train 0.142348 8621 train 0.145017 8622 train 0.131535 8623 train 0.130434 8624 train 0.138434 8625 val 16.2167 8625 train 0.133009 8626 train 0.126564 8627 train 0.129622 8628 train 0.135713 8629 train 0.133631 8630 train 0.127665 8631 train 0.128106 8632 train 0.134173 8633 train 0.127884 8634 train 0.130825 8635 train 0.137111 8636 train 0.132381 8637 train 0.135437 8638 train 0.124174 8639 train 0.124248 8640 train 0.142357 8641 train 0.134541 8642 train 0.128989 8643 train 0.134174 8644 train 0.130951 8645 train 0.124181 8646 train 0.129248 8647 train 0.131598 8648 train 0.114923 8649 train 0.126266 8650 val 16.1337 8650 train 0.119914 8651 train 0.122681 8652 train 0.131115 8653 train 0.133473 8654 train 0.130368 8655 train 0.137868 8656 train 0.133473 8657 train 0.136568 8658 train 0.138182 8659 train 0.133424 8660 train 0.124911 8661 train 0.144586 8662 train 0.127534 8663 train 0.122307 8664 train 0.126599 8665 train 0.127644 8666 train 0.136756 8667 train 0.131559 8668 train 0.118313 8669 train 0.136433 8670 train 0.126706 8671 train 0.126293 8672 train 0.136452 8673 train 0.134044 8674 train 0.127276 8675 val 16.1783 8675 train 0.133191 8676 train 0.127799 8677 train 0.132543 8678 train 0.139796 8679 train 0.126286 8680 train 0.122863 8681 train 0.132536 8682 train 0.131324 8683 train 0.135480 8684 train 0.124208 8685 train 0.130516 8686 train 0.130426 8687 train 0.120305 8688 train 0.128053 8689 train 0.126247 8690 train 0.129420 8691 train 0.121581 8692 train 0.128373 8693 train 0.120529 8694 train 0.129808 8695 train 0.119475 8696 train 0.120724 8697 train 0.123791 8698 train 0.137031 8699 train 0.136819 8700 val 16.2603 8700 train 0.135740 8701 train 0.122601 8702 train 0.140792 8703 train 0.118931 8704 train 0.130599 8705 train 0.125487 8706 train 0.122414 8707 train 0.134952 8708 train 0.133724 8709 train 0.137859 8710 train 0.134819 8711 train 0.126139 8712 train 0.136354 8713 train 0.134180 8714 train 0.126003 8715 train 0.137491 8716 train 0.127947 8717 train 0.131506 8718 train 0.120958 8719 train 0.127229 8720 train 0.127892 8721 train 0.138240 8722 train 0.136206 8723 train 0.134901 8724 train 0.124804 8725 val 16.2107 8725 train 0.124698 8726 train 0.116774 8727 train 0.128063 8728 train 0.127252 8729 train 0.120229 8730 train 0.121904 8731 train 0.120502 8732 train 0.129767 8733 train 0.135083 8734 train 0.123194 8735 train 0.128497 8736 train 0.135089 8737 train 0.137030 8738 train 0.128320 8739 train 0.132410 8740 train 0.132724 8741 train 0.132102 8742 train 0.135230 8743 train 0.135790 8744 train 0.136911 8745 train 0.134203 8746 train 0.138472 8747 train 0.124760 8748 train 0.135361 8749 train 0.129440 8750 val 16.2645 8750 train 0.126959 8751 train 0.135994 8752 train 0.129803 8753 train 0.131562 8754 train 0.128365 8755 train 0.132252 8756 train 0.128815 8757 train 0.147595 8758 train 0.131642 8759 train 0.135902 8760 train 0.137257 8761 train 0.129767 8762 train 0.134951 8763 train 0.128584 8764 train 0.137366 8765 train 0.121656 8766 train 0.128944 8767 train 0.137232 8768 train 0.127689 8769 train 0.136643 8770 train 0.138093 8771 train 0.129690 8772 train 0.133146 8773 train 0.137421 8774 train 0.125746 8775 val 16.2536 8775 train 0.136640 8776 train 0.132124 8777 train 0.134260 8778 train 0.138081 8779 train 0.135607 8780 train 0.137698 8781 train 0.137657 8782 train 0.136239 8783 train 0.137363 8784 train 0.136744 8785 train 0.132901 8786 train 0.140577 8787 train 0.129101 8788 train 0.135994 8789 train 0.136912 8790 train 0.129208 8791 train 0.119265 8792 train 0.120879 8793 train 0.143678 8794 train 0.137854 8795 train 0.127656 8796 train 0.134924 8797 train 0.140771 8798 train 0.134860 8799 train 0.138951 8800 val 16.3087 8800 train 0.126806 8801 train 0.127052 8802 train 0.130363 8803 train 0.124524 8804 train 0.131397 8805 train 0.134080 8806 train 0.130599 8807 train 0.130183 8808 train 0.131713 8809 train 0.123570 8810 train 0.128352 8811 train 0.136807 8812 train 0.134418 8813 train 0.140435 8814 train 0.131741 8815 train 0.121250 8816 train 0.122718 8817 train 0.123944 8818 train 0.137506 8819 train 0.135194 8820 train 0.137711 8821 train 0.127097 8822 train 0.128482 8823 train 0.137175 8824 train 0.132671 8825 val 16.2426 8825 train 0.132827 8826 train 0.124969 8827 train 0.127964 8828 train 0.126242 8829 train 0.129805 8830 train 0.134489 8831 train 0.140111 8832 train 0.140846 8833 train 0.124246 8834 train 0.132133 8835 train 0.140963 8836 train 0.126971 8837 train 0.124780 8838 train 0.133234 8839 train 0.128098 8840 train 0.130349 8841 train 0.125717 8842 train 0.121024 8843 train 0.129973 8844 train 0.125220 8845 train 0.129990 8846 train 0.128252 8847 train 0.130643 8848 train 0.132882 8849 train 0.132118 8850 val 16.2496 8850 train 0.135112 8851 train 0.129645 8852 train 0.135445 8853 train 0.131779 8854 train 0.125261 8855 train 0.130769 8856 train 0.133818 8857 train 0.124196 8858 train 0.128038 8859 train 0.133845 8860 train 0.127905 8861 train 0.125947 8862 train 0.131983 8863 train 0.134806 8864 train 0.129288 8865 train 0.119711 8866 train 0.130965 8867 train 0.128189 8868 train 0.126841 8869 train 0.129916 8870 train 0.123972 8871 train 0.128492 8872 train 0.138452 8873 train 0.125979 8874 train 0.130632 8875 val 16.2910 8875 train 0.125693 8876 train 0.127980 8877 train 0.126568 8878 train 0.123009 8879 train 0.125546 8880 train 0.125741 8881 train 0.124505 8882 train 0.130510 8883 train 0.122702 8884 train 0.126525 8885 train 0.130149 8886 train 0.135201 8887 train 0.124347 8888 train 0.129577 8889 train 0.137597 8890 train 0.131931 8891 train 0.123676 8892 train 0.130122 8893 train 0.137087 8894 train 0.131100 8895 train 0.127209 8896 train 0.132975 8897 train 0.125855 8898 train 0.126847 8899 train 0.116532 8900 val 16.2438 8900 train 0.129321 8901 train 0.130787 8902 train 0.131165 8903 train 0.122927 8904 train 0.122859 8905 train 0.137663 8906 train 0.118990 8907 train 0.129565 8908 train 0.133544 8909 train 0.131110 8910 train 0.130404 8911 train 0.115818 8912 train 0.127176 8913 train 0.133486 8914 train 0.132239 8915 train 0.126958 8916 train 0.134727 8917 train 0.133757 8918 train 0.129044 8919 train 0.112179 8920 train 0.124119 8921 train 0.132213 8922 train 0.129339 8923 train 0.127833 8924 train 0.133521 8925 val 16.3432 8925 train 0.138677 8926 train 0.131321 8927 train 0.129761 8928 train 0.130143 8929 train 0.125475 8930 train 0.129073 8931 train 0.130216 8932 train 0.140021 8933 train 0.131327 8934 train 0.129754 8935 train 0.129237 8936 train 0.122524 8937 train 0.130392 8938 train 0.121672 8939 train 0.134433 8940 train 0.132513 8941 train 0.131359 8942 train 0.126611 8943 train 0.133722 8944 train 0.123396 8945 train 0.135719 8946 train 0.129758 8947 train 0.134672 8948 train 0.128959 8949 train 0.122915 8950 val 16.2968 8950 train 0.129375 8951 train 0.135689 8952 train 0.132386 8953 train 0.126906 8954 train 0.137028 8955 train 0.132680 8956 train 0.130714 8957 train 0.123633 8958 train 0.128660 8959 train 0.129040 8960 train 0.129347 8961 train 0.126256 8962 train 0.131181 8963 train 0.122462 8964 train 0.131479 8965 train 0.136767 8966 train 0.137932 8967 train 0.135950 8968 train 0.140869 8969 train 0.136014 8970 train 0.136944 8971 train 0.124665 8972 train 0.128662 8973 train 0.149960 8974 train 0.138822 8975 val 16.3345 8975 train 0.131050 8976 train 0.137223 8977 train 0.139359 8978 train 0.137637 8979 train 0.134023 8980 train 0.134737 8981 train 0.129635 8982 train 0.127933 8983 train 0.132168 8984 train 0.125684 8985 train 0.130304 8986 train 0.129048 8987 train 0.126235 8988 train 0.125631 8989 train 0.133873 8990 train 0.138258 8991 train 0.132547 8992 train 0.134957 8993 train 0.129541 8994 train 0.121695 8995 train 0.132988 8996 train 0.141729 8997 train 0.153239 8998 train 0.122197 8999 train 0.124634 9000 val 16.4005 9000 train 0.126002 9001 train 0.135991 9002 train 0.136571 9003 train 0.143585 9004 train 0.137808 9005 train 0.122610 9006 train 0.125376 9007 train 0.135169 9008 train 0.122881 9009 train 0.130719 9010 train 0.129563 9011 train 0.131636 9012 train 0.136980 9013 train 0.148756 9014 train 0.129255 9015 train 0.130673 9016 train 0.129039 9017 train 0.127401 9018 train 0.135514 9019 train 0.123993 9020 train 0.129741 9021 train 0.131896 9022 train 0.133084 9023 train 0.132400 9024 train 0.132409 9025 val 16.2507 9025 train 0.121658 9026 train 0.125297 9027 train 0.128906 9028 train 0.132956 9029 train 0.135291 9030 train 0.130032 9031 train 0.123185 9032 train 0.131398 9033 train 0.140223 9034 train 0.128626 9035 train 0.127466 9036 train 0.128616 9037 train 0.128228 9038 train 0.134332 9039 train 0.133467 9040 train 0.124124 9041 train 0.140616 9042 train 0.127606 9043 train 0.125414 9044 train 0.120378 9045 train 0.131287 9046 train 0.126022 9047 train 0.129571 9048 train 0.129250 9049 train 0.127722 9050 val 16.3500 9050 train 0.126167 9051 train 0.133602 9052 train 0.132147 9053 train 0.121990 9054 train 0.125141 9055 train 0.124740 9056 train 0.134631 9057 train 0.128287 9058 train 0.126261 9059 train 0.130992 9060 train 0.126273 9061 train 0.124883 9062 train 0.126269 9063 train 0.133612 9064 train 0.129878 9065 train 0.130127 9066 train 0.125017 9067 train 0.124847 9068 train 0.129816 9069 train 0.146989 9070 train 0.135654 9071 train 0.124589 9072 train 0.141361 9073 train 0.123764 9074 train 0.127410 9075 val 16.4384 9075 train 0.123686 9076 train 0.120430 9077 train 0.124852 9078 train 0.132591 9079 train 0.130834 9080 train 0.129162 9081 train 0.126075 9082 train 0.126244 9083 train 0.122795 9084 train 0.126494 9085 train 0.122146 9086 train 0.115978 9087 train 0.125571 9088 train 0.128513 9089 train 0.125440 9090 train 0.129217 9091 train 0.124919 9092 train 0.120574 9093 train 0.123631 9094 train 0.125152 9095 train 0.122323 9096 train 0.120146 9097 train 0.122595 9098 train 0.122955 9099 train 0.123305 9100 val 16.3268 9100 train 0.121719 9101 train 0.129968 9102 train 0.133334 9103 train 0.132457 9104 train 0.124177 9105 train 0.132691 9106 train 0.127423 9107 train 0.123902 9108 train 0.126602 9109 train 0.126380 9110 train 0.132500 9111 train 0.130400 9112 train 0.123993 9113 train 0.124526 9114 train 0.124587 9115 train 0.120613 9116 train 0.120557 9117 train 0.127205 9118 train 0.114536 9119 train 0.118321 9120 train 0.124226 9121 train 0.126339 9122 train 0.126251 9123 train 0.132654 9124 train 0.120306 9125 val 16.4158 9125 train 0.125342 9126 train 0.122062 9127 train 0.132274 9128 train 0.129806 9129 train 0.128953 9130 train 0.130543 9131 train 0.122064 9132 train 0.132789 9133 train 0.117728 9134 train 0.123953 9135 train 0.124599 9136 train 0.122449 9137 train 0.116329 9138 train 0.126526 9139 train 0.126696 9140 train 0.133264 9141 train 0.131137 9142 train 0.131833 9143 train 0.129719 9144 train 0.121136 9145 train 0.126054 9146 train 0.129794 9147 train 0.130980 9148 train 0.139855 9149 train 0.129228 9150 val 16.4125 9150 train 0.127016 9151 train 0.123419 9152 train 0.118616 9153 train 0.138491 9154 train 0.120595 9155 train 0.124845 9156 train 0.124222 9157 train 0.127505 9158 train 0.130356 9159 train 0.134124 9160 train 0.128883 9161 train 0.134206 9162 train 0.129917 9163 train 0.127155 9164 train 0.125664 9165 train 0.133376 9166 train 0.121495 9167 train 0.131063 9168 train 0.132371 9169 train 0.131331 9170 train 0.128861 9171 train 0.126077 9172 train 0.123682 9173 train 0.126481 9174 train 0.128024 9175 val 16.2909 9175 train 0.121040 9176 train 0.129885 9177 train 0.128563 9178 train 0.130026 9179 train 0.126148 9180 train 0.128973 9181 train 0.124797 9182 train 0.128051 9183 train 0.119188 9184 train 0.131105 9185 train 0.143395 9186 train 0.130035 9187 train 0.121720 9188 train 0.124957 9189 train 0.142157 9190 train 0.133648 9191 train 0.134506 9192 train 0.124689 9193 train 0.126940 9194 train 0.125038 9195 train 0.126809 9196 train 0.128254 9197 train 0.115751 9198 train 0.125958 9199 train 0.130906 9200 val 16.4069 9200 train 0.121149 9201 train 0.124736 9202 train 0.126524 9203 train 0.128388 9204 train 0.129680 9205 train 0.137811 9206 train 0.126104 9207 train 0.130574 9208 train 0.132200 9209 train 0.128877 9210 train 0.130817 9211 train 0.127097 9212 train 0.132187 9213 train 0.124283 9214 train 0.126905 9215 train 0.136041 9216 train 0.134373 9217 train 0.131721 9218 train 0.126774 9219 train 0.122177 9220 train 0.125187 9221 train 0.132041 9222 train 0.134317 9223 train 0.132608 9224 train 0.132227 9225 val 16.3356 9225 train 0.142971 9226 train 0.137196 9227 train 0.137028 9228 train 0.136462 9229 train 0.135810 9230 train 0.128575 9231 train 0.124904 9232 train 0.129787 9233 train 0.124604 9234 train 0.134137 9235 train 0.129223 9236 train 0.132261 9237 train 0.130317 9238 train 0.129881 9239 train 0.123859 9240 train 0.120344 9241 train 0.122979 9242 train 0.126074 9243 train 0.119785 9244 train 0.129567 9245 train 0.125794 9246 train 0.123326 9247 train 0.123474 9248 train 0.121314 9249 train 0.133363 9250 val 16.3718 9250 train 0.123755 9251 train 0.124740 9252 train 0.141122 9253 train 0.127542 9254 train 0.119802 9255 train 0.127822 9256 train 0.125873 9257 train 0.124699 9258 train 0.126999 9259 train 0.129310 9260 train 0.125846 9261 train 0.131213 9262 train 0.127424 9263 train 0.125071 9264 train 0.152753 9265 train 0.119695 9266 train 0.128851 9267 train 0.132373 9268 train 0.122678 9269 train 0.126486 9270 train 0.119921 9271 train 0.123350 9272 train 0.129640 9273 train 0.122308 9274 train 0.135216 9275 val 16.3857 9275 train 0.127628 9276 train 0.119698 9277 train 0.125576 9278 train 0.128082 9279 train 0.122567 9280 train 0.130238 9281 train 0.130480 9282 train 0.122607 9283 train 0.121526 9284 train 0.128545 9285 train 0.129160 9286 train 0.125609 9287 train 0.138888 9288 train 0.127892 9289 train 0.118915 9290 train 0.132225 9291 train 0.126556 9292 train 0.123778 9293 train 0.123574 9294 train 0.123522 9295 train 0.117350 9296 train 0.126729 9297 train 0.131948 9298 train 0.121843 9299 train 0.120404 9300 val 16.4597 9300 train 0.115486 9301 train 0.122838 9302 train 0.131807 9303 train 0.122910 9304 train 0.118865 9305 train 0.121539 9306 train 0.130840 9307 train 0.129590 9308 train 0.121283 9309 train 0.123906 9310 train 0.132838 9311 train 0.119234 9312 train 0.128450 9313 train 0.123511 9314 train 0.131134 9315 train 0.127834 9316 train 0.126188 9317 train 0.130367 9318 train 0.117703 9319 train 0.129388 9320 train 0.127073 9321 train 0.127460 9322 train 0.123582 9323 train 0.123569 9324 train 0.125994 9325 val 16.4469 9325 train 0.122936 9326 train 0.123441 9327 train 0.124528 9328 train 0.125735 9329 train 0.117843 9330 train 0.117097 9331 train 0.121626 9332 train 0.124963 9333 train 0.118716 9334 train 0.119431 9335 train 0.118692 9336 train 0.121257 9337 train 0.127061 9338 train 0.119360 9339 train 0.128063 9340 train 0.123885 9341 train 0.124210 9342 train 0.128726 9343 train 0.118629 9344 train 0.124675 9345 train 0.125168 9346 train 0.124634 9347 train 0.127304 9348 train 0.126580 9349 train 0.118735 9350 val 16.3979 9350 train 0.125922 9351 train 0.134985 9352 train 0.124957 9353 train 0.132390 9354 train 0.130848 9355 train 0.120189 9356 train 0.126837 9357 train 0.122107 9358 train 0.128307 9359 train 0.125638 9360 train 0.126146 9361 train 0.124169 9362 train 0.128282 9363 train 0.125294 9364 train 0.122737 9365 train 0.122509 9366 train 0.118155 9367 train 0.120384 9368 train 0.115439 9369 train 0.124741 9370 train 0.125129 9371 train 0.116030 9372 train 0.122279 9373 train 0.120697 9374 train 0.127153 9375 val 16.4856 9375 train 0.126836 9376 train 0.123823 9377 train 0.120955 9378 train 0.128008 9379 train 0.121977 9380 train 0.114132 9381 train 0.114197 9382 train 0.122399 9383 train 0.129585 9384 train 0.124287 9385 train 0.122509 9386 train 0.114551 9387 train 0.117689 9388 train 0.126065 9389 train 0.128438 9390 train 0.130651 9391 train 0.127077 9392 train 0.124884 9393 train 0.128972 9394 train 0.130951 9395 train 0.128539 9396 train 0.131921 9397 train 0.120288 9398 train 0.128739 9399 train 0.129935 9400 val 16.5317 9400 train 0.126036 9401 train 0.135708 9402 train 0.125203 9403 train 0.124832 9404 train 0.114441 9405 train 0.122858 9406 train 0.127539 9407 train 0.115527 9408 train 0.133442 9409 train 0.127129 9410 train 0.130894 9411 train 0.136604 9412 train 0.125588 9413 train 0.126620 9414 train 0.130652 9415 train 0.122161 9416 train 0.124292 9417 train 0.128299 9418 train 0.121018 9419 train 0.120482 9420 train 0.125025 9421 train 0.129396 9422 train 0.122173 9423 train 0.118475 9424 train 0.116028 9425 val 16.4212 9425 train 0.123578 9426 train 0.129599 9427 train 0.125205 9428 train 0.123699 9429 train 0.123370 9430 train 0.142009 9431 train 0.128554 9432 train 0.133631 9433 train 0.124907 9434 train 0.136704 9435 train 0.129858 9436 train 0.124028 9437 train 0.120847 9438 train 0.135322 9439 train 0.127899 9440 train 0.132131 9441 train 0.141286 9442 train 0.110055 9443 train 0.117143 9444 train 0.136888 9445 train 0.121760 9446 train 0.123159 9447 train 0.141437 9448 train 0.126591 9449 train 0.123739 9450 val 16.5401 9450 train 0.124153 9451 train 0.129820 9452 train 0.132507 9453 train 0.132265 9454 train 0.110026 9455 train 0.135180 9456 train 0.123964 9457 train 0.130084 9458 train 0.127821 9459 train 0.117620 9460 train 0.124822 9461 train 0.124833 9462 train 0.120066 9463 train 0.125783 9464 train 0.132046 9465 train 0.132067 9466 train 0.125002 9467 train 0.128184 9468 train 0.138946 9469 train 0.134293 9470 train 0.139224 9471 train 0.129905 9472 train 0.125151 9473 train 0.132431 9474 train 0.125402 9475 val 16.5201 9475 train 0.130077 9476 train 0.137572 9477 train 0.129374 9478 train 0.128788 9479 train 0.123395 9480 train 0.129432 9481 train 0.128622 9482 train 0.124301 9483 train 0.130602 9484 train 0.127831 9485 train 0.119586 9486 train 0.128089 9487 train 0.124338 9488 train 0.134366 9489 train 0.126487 9490 train 0.113688 9491 train 0.132757 9492 train 0.128439 9493 train 0.121850 9494 train 0.127136 9495 train 0.125133 9496 train 0.130655 9497 train 0.117973 9498 train 0.121145 9499 train 0.117346 9500 val 16.5408 9500 train 0.132383 9501 train 0.123708 9502 train 0.136715 9503 train 0.119873 9504 train 0.117868 9505 train 0.139682 9506 train 0.131175 9507 train 0.120773 9508 train 0.129636 9509 train 0.135300 9510 train 0.125668 9511 train 0.124814 9512 train 0.122060 9513 train 0.127870 9514 train 0.126609 9515 train 0.124230 9516 train 0.125685 9517 train 0.122380 9518 train 0.127447 9519 train 0.122159 9520 train 0.123710 9521 train 0.133246 9522 train 0.120928 9523 train 0.119592 9524 train 0.129361 9525 val 16.5639 9525 train 0.120750 9526 train 0.128070 9527 train 0.129404 9528 train 0.122848 9529 train 0.115074 9530 train 0.125628 9531 train 0.126961 9532 train 0.120258 9533 train 0.125374 9534 train 0.128989 9535 train 0.118478 9536 train 0.122605 9537 train 0.125622 9538 train 0.131007 9539 train 0.126877 9540 train 0.116265 9541 train 0.123776 9542 train 0.121485 9543 train 0.123479 9544 train 0.119545 9545 train 0.114178 9546 train 0.117953 9547 train 0.128197 9548 train 0.112284 9549 train 0.123726 9550 val 16.4898 9550 train 0.125167 9551 train 0.113345 9552 train 0.135177 9553 train 0.130498 9554 train 0.129428 9555 train 0.126920 9556 train 0.121167 9557 train 0.124429 9558 train 0.125542 9559 train 0.114738 9560 train 0.118972 9561 train 0.118705 9562 train 0.112119 9563 train 0.118653 9564 train 0.121008 9565 train 0.122733 9566 train 0.118082 9567 train 0.128257 9568 train 0.125206 9569 train 0.130255 9570 train 0.123113 9571 train 0.125739 9572 train 0.128692 9573 train 0.131612 9574 train 0.124804 9575 val 16.5067 9575 train 0.120248 9576 train 0.124111 9577 train 0.129055 9578 train 0.121536 9579 train 0.121040 9580 train 0.124965 9581 train 0.112760 9582 train 0.118043 9583 train 0.120401 9584 train 0.110876 9585 train 0.120205 9586 train 0.118225 9587 train 0.126602 9588 train 0.123925 9589 train 0.117408 9590 train 0.115534 9591 train 0.128889 9592 train 0.124271 9593 train 0.130113 9594 train 0.122966 9595 train 0.113879 9596 train 0.120477 9597 train 0.125791 9598 train 0.126511 9599 train 0.119267 9600 val 16.6026 9600 train 0.120710 9601 train 0.120152 9602 train 0.120216 9603 train 0.118457 9604 train 0.128002 9605 train 0.128582 9606 train 0.121034 9607 train 0.126205 9608 train 0.131417 9609 train 0.128792 9610 train 0.114137 9611 train 0.130112 9612 train 0.134081 9613 train 0.134695 9614 train 0.124259 9615 train 0.130278 9616 train 0.128873 9617 train 0.115827 9618 train 0.127479 9619 train 0.120905 9620 train 0.119511 9621 train 0.128515 9622 train 0.126500 9623 train 0.115191 9624 train 0.117741 9625 val 16.6159 9625 train 0.124246 9626 train 0.116397 9627 train 0.128252 9628 train 0.123328 9629 train 0.121679 9630 train 0.126308 9631 train 0.128304 9632 train 0.129764 9633 train 0.126794 9634 train 0.122006 9635 train 0.125304 9636 train 0.125040 9637 train 0.124261 9638 train 0.123947 9639 train 0.117532 9640 train 0.123471 9641 train 0.129308 9642 train 0.123120 9643 train 0.126699 9644 train 0.133486 9645 train 0.143022 9646 train 0.120053 9647 train 0.116429 9648 train 0.134565 9649 train 0.130355 9650 val 16.6063 9650 train 0.128370 9651 train 0.122316 9652 train 0.128328 9653 train 0.133306 9654 train 0.130394 9655 train 0.123035 9656 train 0.125227 9657 train 0.125484 9658 train 0.121629 9659 train 0.122057 9660 train 0.119279 9661 train 0.120888 9662 train 0.118507 9663 train 0.131182 9664 train 0.128501 9665 train 0.122866 9666 train 0.129379 9667 train 0.122781 9668 train 0.123887 9669 train 0.120339 9670 train 0.114256 9671 train 0.125900 9672 train 0.123223 9673 train 0.118786 9674 train 0.119722 9675 val 16.5979 9675 train 0.132348 9676 train 0.115075 9677 train 0.120010 9678 train 0.125023 9679 train 0.121529 9680 train 0.114654 9681 train 0.122720 9682 train 0.126336 9683 train 0.115582 9684 train 0.124294 9685 train 0.124986 9686 train 0.122777 9687 train 0.114031 9688 train 0.121467 9689 train 0.123718 9690 train 0.126055 9691 train 0.126409 9692 train 0.122243 9693 train 0.122683 9694 train 0.122786 9695 train 0.130297 9696 train 0.118395 9697 train 0.119952 9698 train 0.127375 9699 train 0.122651 9700 val 16.5414 9700 train 0.122449 9701 train 0.118538 9702 train 0.124409 9703 train 0.120647 9704 train 0.119627 9705 train 0.116622 9706 train 0.121756 9707 train 0.128495 9708 train 0.115857 9709 train 0.116846 9710 train 0.116608 9711 train 0.131006 9712 train 0.123597 9713 train 0.121678 9714 train 0.114052 9715 train 0.111920 9716 train 0.120659 9717 train 0.133351 9718 train 0.127076 9719 train 0.120328 9720 train 0.124908 9721 train 0.122318 9722 train 0.123984 9723 train 0.127149 9724 train 0.128130 9725 val 16.6538 9725 train 0.121162 9726 train 0.131234 9727 train 0.121661 9728 train 0.116795 9729 train 0.127221 9730 train 0.120890 9731 train 0.132528 9732 train 0.129079 9733 train 0.126218 9734 train 0.118615 9735 train 0.126027 9736 train 0.119103 9737 train 0.118674 9738 train 0.125245 9739 train 0.119444 9740 train 0.116381 9741 train 0.122612 9742 train 0.126227 9743 train 0.119450 9744 train 0.121434 9745 train 0.128027 9746 train 0.118332 9747 train 0.133064 9748 train 0.135419 9749 train 0.121951 9750 val 16.5888 9750 train 0.124782 9751 train 0.113424 9752 train 0.110658 9753 train 0.131233 9754 train 0.118376 9755 train 0.126022 9756 train 0.118735 9757 train 0.120391 9758 train 0.129696 9759 train 0.129402 9760 train 0.128491 9761 train 0.109800 9762 train 0.121185 9763 train 0.121353 9764 train 0.117633 9765 train 0.116502 9766 train 0.116666 9767 train 0.128083 9768 train 0.122791 9769 train 0.121646 9770 train 0.126234 9771 train 0.124963 9772 train 0.115818 9773 train 0.121125 9774 train 0.116330 9775 val 16.6793 9775 train 0.120624 9776 train 0.121014 9777 train 0.118843 9778 train 0.109917 9779 train 0.110289 9780 train 0.117920 9781 train 0.117787 9782 train 0.127688 9783 train 0.119089 9784 train 0.112987 9785 train 0.117702 9786 train 0.113438 9787 train 0.118602 9788 train 0.119999 9789 train 0.120212 9790 train 0.113118 9791 train 0.117893 9792 train 0.116471 9793 train 0.122451 9794 train 0.126070 9795 train 0.128189 9796 train 0.124061 9797 train 0.117597 9798 train 0.121991 9799 train 0.129254 9800 val 16.6682 9800 train 0.116009 9801 train 0.132451 9802 train 0.124381 9803 train 0.129047 9804 train 0.117983 9805 train 0.121094 9806 train 0.124653 9807 train 0.118548 9808 train 0.127098 9809 train 0.126510 9810 train 0.121844 9811 train 0.123022 9812 train 0.116516 9813 train 0.124216 9814 train 0.119105 9815 train 0.124302 9816 train 0.128979 9817 train 0.124600 9818 train 0.118664 9819 train 0.115339 9820 train 0.122853 9821 train 0.123188 9822 train 0.125818 9823 train 0.117298 9824 train 0.117706 9825 val 16.6360 9825 train 0.126370 9826 train 0.116931 9827 train 0.120130 9828 train 0.125839 9829 train 0.130245 9830 train 0.119236 9831 train 0.134033 9832 train 0.127196 9833 train 0.129153 9834 train 0.118736 9835 train 0.122665 9836 train 0.123702 9837 train 0.132952 9838 train 0.120988 9839 train 0.118508 9840 train 0.144346 9841 train 0.134763 9842 train 0.121505 9843 train 0.125755 9844 train 0.126521 9845 train 0.130702 9846 train 0.124963 9847 train 0.119553 9848 train 0.124336 9849 train 0.124941 9850 val 16.6154 9850 train 0.131380 9851 train 0.123559 9852 train 0.119923 9853 train 0.114431 9854 train 0.124174 9855 train 0.119828 9856 train 0.121201 9857 train 0.120559 9858 train 0.129658 9859 train 0.128748 9860 train 0.128514 9861 train 0.118043 9862 train 0.127836 9863 train 0.120685 9864 train 0.129170 9865 train 0.122437 9866 train 0.112799 9867 train 0.120850 9868 train 0.121226 9869 train 0.123459 9870 train 0.127064 9871 train 0.124697 9872 train 0.116359 9873 train 0.139005 9874 train 0.118814 9875 val 16.6663 9875 train 0.114566 9876 train 0.126759 9877 train 0.127249 9878 train 0.114158 9879 train 0.118881 9880 train 0.118767 9881 train 0.114885 9882 train 0.130035 9883 train 0.120950 9884 train 0.127309 9885 train 0.127288 9886 train 0.131743 9887 train 0.126820 9888 train 0.113953 9889 train 0.123673 9890 train 0.133225 9891 train 0.124114 9892 train 0.119334 9893 train 0.115924 9894 train 0.121931 9895 train 0.118404 9896 train 0.135837 9897 train 0.116547 9898 train 0.117916 9899 train 0.127809 9900 val 16.6087 9900 train 0.129497 9901 train 0.117483 9902 train 0.123577 9903 train 0.119628 9904 train 0.111966 9905 train 0.127373 9906 train 0.113911 9907 train 0.117995 9908 train 0.119168 9909 train 0.126366 9910 train 0.125419 9911 train 0.116042 9912 train 0.120922 9913 train 0.123208 9914 train 0.116273 9915 train 0.126776 9916 train 0.126487 9917 train 0.119960 9918 train 0.119615 9919 train 0.124053 9920 train 0.125434 9921 train 0.124019 9922 train 0.124611 9923 train 0.136921 9924 train 0.125649 9925 val 16.7343 9925 train 0.121836 9926 train 0.120043 9927 train 0.123602 9928 train 0.121006 9929 train 0.135249 9930 train 0.115469 9931 train 0.119443 9932 train 0.133517 9933 train 0.121111 9934 train 0.139957 9935 train 0.123435 9936 train 0.119007 9937 train 0.125013 9938 train 0.126038 9939 train 0.116841 9940 train 0.121941 9941 train 0.126009 9942 train 0.117726 9943 train 0.120681 9944 train 0.114313 9945 train 0.114111 9946 train 0.126915 9947 train 0.122287 9948 train 0.122823 9949 train 0.123732 9950 val 16.6339 9950 train 0.120505 9951 train 0.123936 9952 train 0.126969 9953 train 0.121440 9954 train 0.124231 9955 train 0.118866 9956 train 0.113451 9957 train 0.121269 9958 train 0.123943 9959 train 0.124193 9960 train 0.130228 9961 train 0.121788 9962 train 0.122743 9963 train 0.127807 9964 train 0.119372 9965 train 0.127412 9966 train 0.127637 9967 train 0.115906 9968 train 0.122175 9969 train 0.120157 9970 train 0.131597 9971 train 0.126111 9972 train 0.119216 9973 train 0.117479 9974 train 0.124331 9975 val 16.6677 9975 train 0.120610 9976 train 0.123980 9977 train 0.118861 9978 train 0.121406 9979 train 0.119108 9980 train 0.117518 9981 train 0.123942 9982 train 0.127994 9983 train 0.122269 9984 train 0.117182 9985 train 0.120415 9986 train 0.120050 9987 train 0.120978 9988 train 0.114053 9989 train 0.120410 9990 train 0.121525 9991 train 0.120144 9992 train 0.116227 9993 train 0.121617 9994 train 0.113201 9995 train 0.119609 9996 train 0.120970 9997 train 0.120258 9998 train 0.128030 9999 train 0.118714 10000 val 16.6415 10000 train 0.120035 10001 train 0.130635 10002 train 0.121753 10003 train 0.113893 10004 train 0.119189 10005 train 0.133887 10006 train 0.133497 10007 train 0.123535 10008 train 0.121256 10009 train 0.125303 10010 train 0.119339 10011 train 0.129274 10012 train 0.128274 10013 train 0.133291 10014 train 0.116416 10015 train 0.129377 10016 train 0.122782 10017 train 0.143727 10018 train 0.132180 10019 train 0.120937 10020 train 0.131001 10021 train 0.134235 10022 train 0.125657 10023 train 0.123278 10024 train 0.135534 10025 val 16.7340 10025 train 0.126468 10026 train 0.125699 10027 train 0.117008 10028 train 0.123941 10029 train 0.125702 10030 train 0.121581 10031 train 0.115381 10032 train 0.125053 10033 train 0.122756 10034 train 0.116938 10035 train 0.110361 10036 train 0.126196 10037 train 0.119652 10038 train 0.113300 10039 train 0.122851 10040 train 0.120854 10041 train 0.135567 10042 train 0.127894 10043 train 0.133846 10044 train 0.120083 10045 train 0.121876 10046 train 0.120641 10047 train 0.123191 10048 train 0.116428 10049 train 0.124542 10050 val 16.7152 10050 train 0.125419 10051 train 0.126764 10052 train 0.121652 10053 train 0.125837 10054 train 0.130738 10055 train 0.123748 10056 train 0.124591 10057 train 0.122441 10058 train 0.123381 10059 train 0.120963 10060 train 0.126188 10061 train 0.120962 10062 train 0.124164 10063 train 0.128892 10064 train 0.118077 10065 train 0.113598 10066 train 0.115770 10067 train 0.119805 10068 train 0.114426 10069 train 0.119727 10070 train 0.108684 10071 train 0.113216 10072 train 0.120120 10073 train 0.115810 10074 train 0.115503 10075 val 16.6713 10075 train 0.118345 10076 train 0.120432 10077 train 0.122121 10078 train 0.116074 10079 train 0.114572 10080 train 0.123367 10081 train 0.117130 10082 train 0.115959 10083 train 0.123533 10084 train 0.121292 10085 train 0.115753 10086 train 0.118369 10087 train 0.123876 10088 train 0.125822 10089 train 0.122296 10090 train 0.117782 10091 train 0.113466 10092 train 0.121183 10093 train 0.115504 10094 train 0.118043 10095 train 0.112727 10096 train 0.117614 10097 train 0.114926 10098 train 0.116462 10099 train 0.116116 10100 val 16.7471 10100 train 0.116133 10101 train 0.121226 10102 train 0.120682 10103 train 0.122087 10104 train 0.113342 10105 train 0.109471 10106 train 0.114815 10107 train 0.116436 10108 train 0.113218 10109 train 0.122804 10110 train 0.111077 10111 train 0.111210 10112 train 0.105838 10113 train 0.122345 10114 train 0.119922 10115 train 0.111695 10116 train 0.117085 10117 train 0.125897 10118 train 0.119002 10119 train 0.115837 10120 train 0.113885 10121 train 0.119134 10122 train 0.122907 10123 train 0.114013 10124 train 0.113352 10125 val 16.6879 10125 train 0.118751 10126 train 0.124956 10127 train 0.114905 10128 train 0.119225 10129 train 0.110715 10130 train 0.116905 10131 train 0.118163 10132 train 0.109055 10133 train 0.116037 10134 train 0.112562 10135 train 0.111383 10136 train 0.120079 10137 train 0.116371 10138 train 0.106271 10139 train 0.112667 10140 train 0.128053 10141 train 0.116321 10142 train 0.116344 10143 train 0.112727 10144 train 0.108162 10145 train 0.105819 10146 train 0.104103 10147 train 0.115129 10148 train 0.116528 10149 train 0.121633 10150 val 16.7623 10150 train 0.111104 10151 train 0.121822 10152 train 0.115597 10153 train 0.110139 10154 train 0.121049 10155 train 0.120117 10156 train 0.112876 10157 train 0.116012 10158 train 0.121091 10159 train 0.115134 10160 train 0.109950 10161 train 0.104639 10162 train 0.106422 10163 train 0.117166 10164 train 0.125555 10165 train 0.119898 10166 train 0.108061 10167 train 0.120828 10168 train 0.113342 10169 train 0.107449 10170 train 0.111256 10171 train 0.116602 10172 train 0.109681 10173 train 0.106486 10174 train 0.112667 10175 val 16.7350 10175 train 0.117183 10176 train 0.113894 10177 train 0.111924 10178 train 0.128255 10179 train 0.111942 10180 train 0.112511 10181 train 0.112989 10182 train 0.116211 10183 train 0.109586 10184 train 0.119528 10185 train 0.133938 10186 train 0.114413 10187 train 0.126157 10188 train 0.115716 10189 train 0.115558 10190 train 0.112998 10191 train 0.112902 10192 train 0.111718 10193 train 0.113013 10194 train 0.110241 10195 train 0.113986 10196 train 0.118927 10197 train 0.114888 10198 train 0.105657 10199 train 0.110361 10200 val 16.8266 10200 train 0.120715 10201 train 0.109520 10202 train 0.105075 10203 train 0.127143 10204 train 0.115722 10205 train 0.113806 10206 train 0.105013 10207 train 0.100476 10208 train 0.114942 10209 train 0.114528 10210 train 0.110417 10211 train 0.112672 10212 train 0.104349 10213 train 0.100223 10214 train 0.114762 10215 train 0.113682 10216 train 0.108346 10217 train 0.105114 10218 train 0.114969 10219 train 0.109353 10220 train 0.119923 10221 train 0.116320 10222 train 0.116814 10223 train 0.118400 10224 train 0.127913 10225 val 16.7358 10225 train 0.100487 10226 train 0.113145 10227 train 0.124564 10228 train 0.116507 10229 train 0.113271 10230 train 0.109773 10231 train 0.110943 10232 train 0.109621 10233 train 0.119813 10234 train 0.105173 10235 train 0.114023 10236 train 0.116498 10237 train 0.115811 10238 train 0.118622 10239 train 0.118409 10240 train 0.113232 10241 train 0.113266 10242 train 0.107387 10243 train 0.108965 10244 train 0.107798 10245 train 0.101974 10246 train 0.114315 10247 train 0.117223 10248 train 0.117391 10249 train 0.117523 10250 val 16.7408 10250 train 0.112770 10251 train 0.102937 10252 train 0.098541 10253 train 0.116091 10254 train 0.115387 10255 train 0.110187 10256 train 0.110888 10257 train 0.111354 10258 train 0.120116 10259 train 0.108652 10260 train 0.117118 10261 train 0.121865 10262 train 0.121555 10263 train 0.163756 10264 train 0.119178 10265 train 0.112776 10266 train 0.111796 10267 train 0.109985 10268 train 0.105531 10269 train 0.111162 10270 train 0.113810 10271 train 0.103069 10272 train 0.116678 10273 train 0.106679 10274 train 0.106507 10275 val 16.8098 10275 train 0.117214 10276 train 0.116050 10277 train 0.105091 10278 train 0.124858 10279 train 0.114854 10280 train 0.112340 10281 train 0.109146 10282 train 0.117062 10283 train 0.112679 10284 train 0.106590 10285 train 0.115889 10286 train 0.104586 10287 train 0.110270 10288 train 0.116596 10289 train 0.109748 10290 train 0.109437 10291 train 0.106969 10292 train 0.105404 10293 train 0.115681 10294 train 0.112219 10295 train 0.115925 10296 train 0.121816 10297 train 0.112518 10298 train 0.108859 10299 train 0.121106 10300 val 16.8338 10300 train 0.118678 10301 train 0.121540 10302 train 0.127531 10303 train 0.114748 10304 train 0.108438 10305 train 0.110576 10306 train 0.104684 10307 train 0.108694 10308 train 0.108932 10309 train 0.115647 10310 train 0.112112 10311 train 0.111034 10312 train 0.106629 10313 train 0.101286 10314 train 0.105886 10315 train 0.108182 10316 train 0.117404 10317 train 0.106931 10318 train 0.107072 10319 train 0.110333 10320 train 0.102888 10321 train 0.108826 10322 train 0.104699 10323 train 0.108273 10324 train 0.106802 10325 val 16.7418 10325 train 0.109123 10326 train 0.110305 10327 train 0.104300 10328 train 0.103884 10329 train 0.108079 10330 train 0.109947 10331 train 0.103739 10332 train 0.108149 10333 train 0.114245 10334 train 0.118407 10335 train 0.120785 10336 train 0.114049 10337 train 0.106505 10338 train 0.114550 10339 train 0.114477 10340 train 0.110048 10341 train 0.103770 10342 train 0.106397 10343 train 0.104491 10344 train 0.115218 10345 train 0.100260 10346 train 0.103288 10347 train 0.105945 10348 train 0.103869 10349 train 0.103703 10350 val 16.8225 10350 train 0.106222 10351 train 0.110815 10352 train 0.108595 10353 train 0.106418 10354 train 0.099016 10355 train 0.106114 10356 train 0.103552 10357 train 0.109699 10358 train 0.100047 10359 train 0.100287 10360 train 0.106364 10361 train 0.110510 10362 train 0.102540 10363 train 0.102954 10364 train 0.094961 10365 train 0.103672 10366 train 0.108407 10367 train 0.108543 10368 train 0.109438 10369 train 0.114632 10370 train 0.105566 10371 train 0.110974 10372 train 0.121366 10373 train 0.119287 10374 train 0.109004 10375 val 16.7955 10375 train 0.100975 10376 train 0.115497 10377 train 0.118081 10378 train 0.109223 10379 train 0.110667 10380 train 0.114922 10381 train 0.134373 10382 train 0.113701 10383 train 0.112672 10384 train 0.104020 10385 train 0.109322 10386 train 0.110785 10387 train 0.104789 10388 train 0.109412 10389 train 0.112004 10390 train 0.105200 10391 train 0.106761 10392 train 0.108675 10393 train 0.113978 10394 train 0.111505 10395 train 0.110875 10396 train 0.113812 10397 train 0.105345 10398 train 0.108270 10399 train 0.103687 10400 val 16.7251 10400 train 0.105720 10401 train 0.107688 10402 train 0.105765 10403 train 0.111449 10404 train 0.110504 10405 train 0.100411 10406 train 0.114491 10407 train 0.109493 10408 train 0.107717 10409 train 0.106167 10410 train 0.106254 10411 train 0.106143 10412 train 0.106973 10413 train 0.112562 10414 train 0.109824 10415 train 0.106843 10416 train 0.103287 10417 train 0.113427 10418 train 0.119008 10419 train 0.117289 10420 train 0.113236 10421 train 0.113605 10422 train 0.108993 10423 train 0.105672 10424 train 0.101924 10425 val 16.8929 10425 train 0.113800 10426 train 0.113937 10427 train 0.109684 10428 train 0.106420 10429 train 0.106363 10430 train 0.112729 10431 train 0.109939 10432 train 0.102236 10433 train 0.113500 10434 train 0.101389 10435 train 0.114230 10436 train 0.116345 10437 train 0.106689 10438 train 0.116641 10439 train 0.107230 10440 train 0.113865 10441 train 0.103016 10442 train 0.107528 10443 train 0.105165 10444 train 0.106365 10445 train 0.106641 10446 train 0.099740 10447 train 0.106196 10448 train 0.098558 10449 train 0.102896 10450 val 16.8351 10450 train 0.099705 10451 train 0.105349 10452 train 0.107090 10453 train 0.104888 10454 train 0.100651 10455 train 0.110490 10456 train 0.106987 10457 train 0.109946 10458 train 0.108233 10459 train 0.098315 10460 train 0.106720 10461 train 0.110247 10462 train 0.105317 10463 train 0.106521 10464 train 0.103221 10465 train 0.106575 10466 train 0.104645 10467 train 0.109503 10468 train 0.111744 10469 train 0.107518 10470 train 0.096613 10471 train 0.107635 10472 train 0.111910 10473 train 0.104977 10474 train 0.107573 10475 val 16.7774 10475 train 0.108759 10476 train 0.116038 10477 train 0.112310 10478 train 0.110267 10479 train 0.100254 10480 train 0.106105 10481 train 0.106296 10482 train 0.108769 10483 train 0.103891 10484 train 0.108100 10485 train 0.113988 10486 train 0.102345 10487 train 0.103718 10488 train 0.105029 10489 train 0.106717 10490 train 0.105625 10491 train 0.102480 10492 train 0.110780 10493 train 0.097279 10494 train 0.101875 10495 train 0.102441 10496 train 0.102137 10497 train 0.098891 10498 train 0.105569 10499 train 0.101198 10500 val 16.7704 10500 train 0.103530 10501 train 0.098762 10502 train 0.103440 10503 train 0.099406 10504 train 0.095169 10505 train 0.105882 10506 train 0.109562 10507 train 0.104504 10508 train 0.112408 10509 train 0.126086 10510 train 0.097585 10511 train 0.108797 10512 train 0.117267 10513 train 0.113114 10514 train 0.108213 10515 train 0.113899 10516 train 0.109112 10517 train 0.105557 10518 train 0.108254 10519 train 0.118102 10520 train 0.103865 10521 train 0.113809 10522 train 0.106173 10523 train 0.105001 10524 train 0.108518 10525 val 16.9186 10525 train 0.110511 10526 train 0.109032 10527 train 0.101273 10528 train 0.107744 10529 train 0.102189 10530 train 0.106810 10531 train 0.109454 10532 train 0.109207 10533 train 0.112763 10534 train 0.102804 10535 train 0.105703 10536 train 0.108028 10537 train 0.095238 10538 train 0.099814 10539 train 0.112329 10540 train 0.100347 10541 train 0.097254 10542 train 0.105223 10543 train 0.100723 10544 train 0.108420 10545 train 0.108220 10546 train 0.102537 10547 train 0.102443 10548 train 0.100866 10549 train 0.109300 10550 val 16.7906 10550 train 0.102474 10551 train 0.107929 10552 train 0.104503 10553 train 0.115430 10554 train 0.101064 10555 train 0.107621 10556 train 0.104912 10557 train 0.106270 10558 train 0.102501 10559 train 0.101483 10560 train 0.108667 10561 train 0.103359 10562 train 0.102708 10563 train 0.104686 10564 train 0.107054 10565 train 0.094373 10566 train 0.102431 10567 train 0.110117 10568 train 0.105673 10569 train 0.102304 10570 train 0.100003 10571 train 0.108008 10572 train 0.107127 10573 train 0.101604 10574 train 0.105268 10575 val 16.7544 10575 train 0.102103 10576 train 0.104542 10577 train 0.102040 10578 train 0.106845 10579 train 0.097155 10580 train 0.111851 10581 train 0.105788 10582 train 0.103382 10583 train 0.106828 10584 train 0.105299 10585 train 0.105286 10586 train 0.111197 10587 train 0.109700 10588 train 0.107924 10589 train 0.099658 10590 train 0.102606 10591 train 0.097142 10592 train 0.103850 10593 train 0.107854 10594 train 0.108691 10595 train 0.111502 10596 train 0.109843 10597 train 0.098571 10598 train 0.102415 10599 train 0.107592 10600 val 16.9371 10600 train 0.107841 10601 train 0.095841 10602 train 0.110290 10603 train 0.100129 10604 train 0.096349 10605 train 0.109684 10606 train 0.102950 10607 train 0.101246 10608 train 0.099952 10609 train 0.101655 10610 train 0.104641 10611 train 0.108054 10612 train 0.099613 10613 train 0.097495 10614 train 0.108229 10615 train 0.105496 10616 train 0.101848 10617 train 0.102903 10618 train 0.095076 10619 train 0.093694 10620 train 0.103084 10621 train 0.104830 10622 train 0.106773 10623 train 0.092743 10624 train 0.104217 10625 val 16.8780 10625 train 0.113317 10626 train 0.102684 10627 train 0.101517 10628 train 0.102875 10629 train 0.107209 10630 train 0.095880 10631 train 0.104064 10632 train 0.106698 10633 train 0.108160 10634 train 0.103349 10635 train 0.102573 10636 train 0.106512 10637 train 0.096439 10638 train 0.095561 10639 train 0.094451 10640 train 0.099730 10641 train 0.103834 10642 train 0.100717 10643 train 0.099249 10644 train 0.107305 10645 train 0.096520 10646 train 0.100113 10647 train 0.097855 10648 train 0.107576 10649 train 0.108018 10650 val 16.8620 10650 train 0.103401 10651 train 0.103373 10652 train 0.101013 10653 train 0.110738 10654 train 0.104736 10655 train 0.101017 10656 train 0.093935 10657 train 0.097959 10658 train 0.097115 10659 train 0.102531 10660 train 0.105550 10661 train 0.092637 10662 train 0.099964 10663 train 0.106930 10664 train 0.103416 10665 train 0.103402 10666 train 0.097761 10667 train 0.106850 10668 train 0.105029 10669 train 0.108874 10670 train 0.095392 10671 train 0.100428 10672 train 0.102244 10673 train 0.099387 10674 train 0.089676 10675 val 16.8957 10675 train 0.095629 10676 train 0.103744 10677 train 0.092083 10678 train 0.097765 10679 train 0.097860 10680 train 0.095210 10681 train 0.097091 10682 train 0.093087 10683 train 0.098878 10684 train 0.094618 10685 train 0.100333 10686 train 0.102152 10687 train 0.106710 10688 train 0.097992 10689 train 0.099707 10690 train 0.113514 10691 train 0.100080 10692 train 0.099657 10693 train 0.098351 10694 train 0.091699 10695 train 0.101055 10696 train 0.100131 10697 train 0.110250 10698 train 0.105321 10699 train 0.118003 10700 val 16.8569 10700 train 0.102351 10701 train 0.105989 10702 train 0.112276 10703 train 0.098058 10704 train 0.101931 10705 train 0.105606 10706 train 0.106068 10707 train 0.101811 10708 train 0.108711 10709 train 0.103935 10710 train 0.100664 10711 train 0.100512 10712 train 0.093311 10713 train 0.098264 10714 train 0.096580 10715 train 0.093574 10716 train 0.098171 10717 train 0.091073 10718 train 0.089962 10719 train 0.102311 10720 train 0.107655 10721 train 0.097227 10722 train 0.098319 10723 train 0.092971 10724 train 0.102042 10725 val 16.9863 10725 train 0.098979 10726 train 0.097699 10727 train 0.097861 10728 train 0.106146 10729 train 0.098647 10730 train 0.104097 10731 train 0.110872 10732 train 0.101654 10733 train 0.105995 10734 train 0.100758 10735 train 0.107406 10736 train 0.099037 10737 train 0.096984 10738 train 0.103237 10739 train 0.103010 10740 train 0.100524 10741 train 0.115827 10742 train 0.106893 10743 train 0.096946 10744 train 0.102087 10745 train 0.099024 10746 train 0.101957 10747 train 0.103341 10748 train 0.108413 10749 train 0.097209 10750 val 16.9151 10750 train 0.102911 10751 train 0.103404 10752 train 0.098012 10753 train 0.102226 10754 train 0.095379 10755 train 0.099016 10756 train 0.099514 10757 train 0.107098 10758 train 0.098084 10759 train 0.096764 10760 train 0.093290 10761 train 0.099996 10762 train 0.101925 10763 train 0.094809 10764 train 0.095942 10765 train 0.099192 10766 train 0.099423 10767 train 0.101256 10768 train 0.099655 10769 train 0.103390 10770 train 0.103491 10771 train 0.101349 10772 train 0.098524 10773 train 0.101204 10774 train 0.105789 10775 val 16.8836 10775 train 0.102966 10776 train 0.102968 10777 train 0.104577 10778 train 0.090249 10779 train 0.112364 10780 train 0.101438 10781 train 0.102007 10782 train 0.102340 10783 train 0.097337 10784 train 0.106247 10785 train 0.099390 10786 train 0.101121 10787 train 0.097189 10788 train 0.108482 10789 train 0.098637 10790 train 0.102328 10791 train 0.095117 10792 train 0.096154 10793 train 0.099534 10794 train 0.096235 10795 train 0.097702 10796 train 0.098552 10797 train 0.101027 10798 train 0.099689 10799 train 0.102878 10800 val 16.9640 10800 train 0.098478 10801 train 0.098877 10802 train 0.101209 10803 train 0.099444 10804 train 0.093540 10805 train 0.093178 10806 train 0.088773 10807 train 0.093176 10808 train 0.096358 10809 train 0.110638 10810 train 0.093101 10811 train 0.097049 10812 train 0.098159 10813 train 0.095041 10814 train 0.092561 10815 train 0.097255 10816 train 0.098738 10817 train 0.104853 10818 train 0.094810 10819 train 0.092326 10820 train 0.095449 10821 train 0.096351 10822 train 0.097158 10823 train 0.091813 10824 train 0.099661 10825 val 16.8764 10825 train 0.094802 10826 train 0.100731 10827 train 0.099345 10828 train 0.090945 10829 train 0.097476 10830 train 0.091578 10831 train 0.099278 10832 train 0.087735 10833 train 0.091471 10834 train 0.093140 10835 train 0.097516 10836 train 0.100944 10837 train 0.095068 10838 train 0.099430 10839 train 0.097159 10840 train 0.094424 10841 train 0.096587 10842 train 0.098878 10843 train 0.087618 10844 train 0.094217 10845 train 0.095125 10846 train 0.093480 10847 train 0.095475 10848 train 0.104542 10849 train 0.098278 10850 val 16.9011 10850 train 0.093508 10851 train 0.091116 10852 train 0.093868 10853 train 0.097146 10854 train 0.095385 10855 train 0.096459 10856 train 0.097594 10857 train 0.101125 10858 train 0.096022 10859 train 0.096752 10860 train 0.099329 10861 train 0.096878 10862 train 0.103393 10863 train 0.092097 10864 train 0.086572 10865 train 0.099340 10866 train 0.090715 10867 train 0.091975 10868 train 0.095997 10869 train 0.102747 10870 train 0.102028 10871 train 0.092314 10872 train 0.098122 10873 train 0.097620 10874 train 0.099858 10875 val 16.9593 10875 train 0.089022 10876 train 0.092752 10877 train 0.103648 10878 train 0.103521 10879 train 0.093926 10880 train 0.098325 10881 train 0.100404 10882 train 0.095662 10883 train 0.095386 10884 train 0.088826 10885 train 0.100608 10886 train 0.099813 10887 train 0.097382 10888 train 0.098581 10889 train 0.093018 10890 train 0.102729 10891 train 0.098308 10892 train 0.094006 10893 train 0.092476 10894 train 0.099683 10895 train 0.099457 10896 train 0.097134 10897 train 0.093152 10898 train 0.097296 10899 train 0.098928 10900 val 16.9070 10900 train 0.101135 10901 train 0.096838 10902 train 0.099270 10903 train 0.096622 10904 train 0.093050 10905 train 0.095433 10906 train 0.093595 10907 train 0.100534 10908 train 0.093160 10909 train 0.089672 10910 train 0.098031 10911 train 0.095692 10912 train 0.101065 10913 train 0.100206 10914 train 0.090999 10915 train 0.096463 10916 train 0.093574 10917 train 0.096580 10918 train 0.087929 10919 train 0.091636 10920 train 0.102717 10921 train 0.097442 10922 train 0.096549 10923 train 0.103499 10924 train 0.093884 10925 val 16.9955 10925 train 0.096768 10926 train 0.091036 10927 train 0.087866 10928 train 0.093322 10929 train 0.095461 10930 train 0.090392 10931 train 0.098895 10932 train 0.092837 10933 train 0.091409 10934 train 0.101990 10935 train 0.090366 10936 train 0.089762 10937 train 0.092076 10938 train 0.095044 10939 train 0.096104 10940 train 0.093553 10941 train 0.094026 10942 train 0.096883 10943 train 0.090518 10944 train 0.097109 10945 train 0.095352 10946 train 0.096478 10947 train 0.092584 10948 train 0.095961 10949 train 0.092199 10950 val 16.9660 10950 train 0.094109 10951 train 0.091705 10952 train 0.100066 10953 train 0.095900 10954 train 0.101362 10955 train 0.091715 10956 train 0.091285 10957 train 0.088420 10958 train 0.097763 10959 train 0.091819 10960 train 0.095532 10961 train 0.095951 10962 train 0.090386 10963 train 0.091208 10964 train 0.093317 10965 train 0.095707 10966 train 0.091334 10967 train 0.089104 10968 train 0.096039 10969 train 0.096654 10970 train 0.089615 10971 train 0.094068 10972 train 0.093392 10973 train 0.088040 10974 train 0.095685 10975 val 16.9450 10975 train 0.091032 10976 train 0.093987 10977 train 0.091904 10978 train 0.096586 10979 train 0.088706 10980 train 0.092846 10981 train 0.090655 10982 train 0.095952 10983 train 0.090758 10984 train 0.099920 10985 train 0.087522 10986 train 0.098364 10987 train 0.098197 10988 train 0.095002 10989 train 0.103156 10990 train 0.098733 10991 train 0.091728 10992 train 0.095903 10993 train 0.095332 10994 train 0.094375 10995 train 0.095362 10996 train 0.096185 10997 train 0.089910 10998 train 0.095225 10999 train 0.088643 11000 val 17.0391 11000 train 0.097661 11001 train 0.095737 11002 train 0.094586 11003 train 0.099012 11004 train 0.088410 11005 train 0.092175 11006 train 0.090933 11007 train 0.094997 11008 train 0.094019 11009 train 0.085440 11010 train 0.089075 11011 train 0.090787 11012 train 0.095157 11013 train 0.092721 11014 train 0.091057 11015 train 0.089046 11016 train 0.097799 11017 train 0.095647 11018 train 0.091387 11019 train 0.099245 11020 train 0.088802 11021 train 0.090871 11022 train 0.097113 11023 train 0.092413 11024 train 0.089022 11025 val 16.9336 11025 train 0.095850 11026 train 0.094801 11027 train 0.101440 11028 train 0.100254 11029 train 0.085196 11030 train 0.093135 11031 train 0.096291 11032 train 0.091251 11033 train 0.097677 11034 train 0.094527 11035 train 0.094135 11036 train 0.092116 11037 train 0.092154 11038 train 0.097409 11039 train 0.091066 11040 train 0.091167 11041 train 0.103036 11042 train 0.087520 11043 train 0.096538 11044 train 0.088023 11045 train 0.093627 11046 train 0.096642 11047 train 0.085588 11048 train 0.087561 11049 train 0.096059 11050 val 16.9644 11050 train 0.092240 11051 train 0.086665 11052 train 0.093236 11053 train 0.094495 11054 train 0.095680 11055 train 0.099679 11056 train 0.086776 11057 train 0.090038 11058 train 0.096604 11059 train 0.087344 11060 train 0.087986 11061 train 0.091671 11062 train 0.088983 11063 train 0.093780 11064 train 0.097482 11065 train 0.105405 11066 train 0.094951 11067 train 0.097225 11068 train 0.094395 11069 train 0.089937 11070 train 0.099483 11071 train 0.100104 11072 train 0.096163 11073 train 0.095824 11074 train 0.094768 11075 val 17.0494 11075 train 0.092904 11076 train 0.094491 11077 train 0.092250 11078 train 0.086135 11079 train 0.096456 11080 train 0.097984 11081 train 0.097711 11082 train 0.091554 11083 train 0.094489 11084 train 0.090390 11085 train 0.093695 11086 train 0.092243 11087 train 0.096450 11088 train 0.098148 11089 train 0.107251 11090 train 0.096561 11091 train 0.099256 11092 train 0.091106 11093 train 0.099639 11094 train 0.095594 11095 train 0.085253 11096 train 0.092256 11097 train 0.104887 11098 train 0.090905 11099 train 0.094201 11100 val 17.0136 11100 train 0.087071 11101 train 0.092777 11102 train 0.097530 11103 train 0.091566 11104 train 0.090629 11105 train 0.092217 11106 train 0.094569 11107 train 0.101721 11108 train 0.100060 11109 train 0.093090 11110 train 0.090134 11111 train 0.095574 11112 train 0.086947 11113 train 0.093472 11114 train 0.087296 11115 train 0.087199 11116 train 0.093717 11117 train 0.092320 11118 train 0.094029 11119 train 0.085758 11120 train 0.090752 11121 train 0.094835 11122 train 0.086080 11123 train 0.092671 11124 train 0.093272 11125 val 16.9849 11125 train 0.096289 11126 train 0.089079 11127 train 0.093348 11128 train 0.095509 11129 train 0.093016 11130 train 0.084864 11131 train 0.085466 11132 train 0.092318 11133 train 0.089299 11134 train 0.090838 11135 train 0.088907 11136 train 0.087389 11137 train 0.090953 11138 train 0.086074 11139 train 0.094600 11140 train 0.091695 11141 train 0.091812 11142 train 0.088983 11143 train 0.092065 11144 train 0.088316 11145 train 0.090761 11146 train 0.093380 11147 train 0.092929 11148 train 0.088418 11149 train 0.087210 11150 val 17.0728 11150 train 0.087970 11151 train 0.093154 11152 train 0.083723 11153 train 0.083590 11154 train 0.085875 11155 train 0.088284 11156 train 0.090250 11157 train 0.097181 11158 train 0.090165 11159 train 0.091964 11160 train 0.089525 11161 train 0.092287 11162 train 0.093078 11163 train 0.095298 11164 train 0.090869 11165 train 0.092568 11166 train 0.088255 11167 train 0.091686 11168 train 0.093140 11169 train 0.094560 11170 train 0.103046 11171 train 0.088472 11172 train 0.090306 11173 train 0.087534 11174 train 0.094826 11175 val 16.9846 11175 train 0.100910 11176 train 0.090394 11177 train 0.087140 11178 train 0.092036 11179 train 0.087352 11180 train 0.088907 11181 train 0.092065 11182 train 0.087582 11183 train 0.086502 11184 train 0.087713 11185 train 0.086476 11186 train 0.088656 11187 train 0.095242 11188 train 0.088062 11189 train 0.089622 11190 train 0.088312 11191 train 0.085221 11192 train 0.094005 11193 train 0.099803 11194 train 0.084968 11195 train 0.088393 11196 train 0.086156 11197 train 0.084182 11198 train 0.090136 11199 train 0.085211 11200 val 17.0698 11200 train 0.099027 11201 train 0.091843 11202 train 0.092269 11203 train 0.093279 11204 train 0.092783 11205 train 0.091951 11206 train 0.094720 11207 train 0.086492 11208 train 0.082917 11209 train 0.094796 11210 train 0.089285 11211 train 0.083228 11212 train 0.091388 11213 train 0.093573 11214 train 0.091432 11215 train 0.090600 11216 train 0.085363 11217 train 0.087605 11218 train 0.087992 11219 train 0.090406 11220 train 0.083922 11221 train 0.093980 11222 train 0.091794 11223 train 0.088548 11224 train 0.092904 11225 val 17.0407 11225 train 0.089928 11226 train 0.086769 11227 train 0.088582 11228 train 0.086968 11229 train 0.095344 11230 train 0.085192 11231 train 0.089492 11232 train 0.088576 11233 train 0.083270 11234 train 0.085067 11235 train 0.083090 11236 train 0.090380 11237 train 0.088867 11238 train 0.094040 11239 train 0.091423 11240 train 0.089230 11241 train 0.085352 11242 train 0.088941 11243 train 0.091777 11244 train 0.102889 11245 train 0.093648 11246 train 0.088284 11247 train 0.090680 11248 train 0.089942 11249 train 0.089915 11250 val 17.1651 11250 train 0.089580 11251 train 0.092777 11252 train 0.080224 11253 train 0.092989 11254 train 0.092462 11255 train 0.089385 11256 train 0.090502 11257 train 0.089556 11258 train 0.092169 11259 train 0.093843 11260 train 0.091043 11261 train 0.091280 11262 train 0.092277 11263 train 0.095157 11264 train 0.094175 11265 train 0.101504 11266 train 0.090349 11267 train 0.084737 11268 train 0.088562 11269 train 0.087228 11270 train 0.095022 11271 train 0.096122 11272 train 0.088412 11273 train 0.084095 11274 train 0.086951 11275 val 17.0816 11275 train 0.089836 11276 train 0.088465 11277 train 0.090115 11278 train 0.089455 11279 train 0.090638 11280 train 0.096966 11281 train 0.089032 11282 train 0.091890 11283 train 0.097667 11284 train 0.093496 11285 train 0.088757 11286 train 0.087218 11287 train 0.085672 11288 train 0.085926 11289 train 0.088861 11290 train 0.085237 11291 train 0.091414 11292 train 0.094519 11293 train 0.095891 11294 train 0.086816 11295 train 0.090296 11296 train 0.085237 11297 train 0.088377 11298 train 0.082915 11299 train 0.083951 11300 val 17.0606 11300 train 0.089871 11301 train 0.090056 11302 train 0.086909 11303 train 0.091069 11304 train 0.086510 11305 train 0.087772 11306 train 0.086000 11307 train 0.092212 11308 train 0.087513 11309 train 0.089869 11310 train 0.089581 11311 train 0.090736 11312 train 0.083001 11313 train 0.084086 11314 train 0.091719 11315 train 0.091358 11316 train 0.089000 11317 train 0.097087 11318 train 0.090153 11319 train 0.086808 11320 train 0.089926 11321 train 0.092951 11322 train 0.086763 11323 train 0.087949 11324 train 0.086029 11325 val 17.1715 11325 train 0.081456 11326 train 0.081152 11327 train 0.086213 11328 train 0.091166 11329 train 0.088094 11330 train 0.096912 11331 train 0.088905 11332 train 0.089143 11333 train 0.085629 11334 train 0.085855 11335 train 0.086384 11336 train 0.087940 11337 train 0.084607 11338 train 0.092867 11339 train 0.088235 11340 train 0.088427 11341 train 0.094036 11342 train 0.095296 11343 train 0.096625 11344 train 0.083224 11345 train 0.090486 11346 train 0.089662 11347 train 0.085705 11348 train 0.089699 11349 train 0.096424 11350 val 17.1022 11350 train 0.088792 11351 train 0.090493 11352 train 0.093088 11353 train 0.095738 11354 train 0.087648 11355 train 0.099166 11356 train 0.088134 11357 train 0.089279 11358 train 0.097073 11359 train 0.094862 11360 train 0.094739 11361 train 0.086857 11362 train 0.086924 11363 train 0.081133 11364 train 0.081987 11365 train 0.082704 11366 train 0.082993 11367 train 0.086609 11368 train 0.084786 11369 train 0.084616 11370 train 0.080354 11371 train 0.084635 11372 train 0.093914 11373 train 0.095204 11374 train 0.092707 11375 val 17.1242 11375 train 0.090978 11376 train 0.092824 11377 train 0.089542 11378 train 0.086603 11379 train 0.089366 11380 train 0.088550 11381 train 0.090635 11382 train 0.095998 11383 train 0.088131 11384 train 0.097993 11385 train 0.096227 11386 train 0.087994 11387 train 0.082051 11388 train 0.090368 11389 train 0.087273 11390 train 0.081111 11391 train 0.092593 11392 train 0.093554 11393 train 0.085205 11394 train 0.096468 11395 train 0.090450 11396 train 0.090173 11397 train 0.089033 11398 train 0.090485 11399 train 0.084072 11400 val 17.1586 11400 train 0.085999 11401 train 0.084153 11402 train 0.085241 11403 train 0.088245 11404 train 0.080435 11405 train 0.081273 11406 train 0.078576 11407 train 0.081605 11408 train 0.091584 11409 train 0.100775 11410 train 0.099844 11411 train 0.087747 11412 train 0.086796 11413 train 0.090487 11414 train 0.096837 11415 train 0.091726 11416 train 0.087083 11417 train 0.087151 11418 train 0.089272 11419 train 0.085622 11420 train 0.088657 11421 train 0.104358 11422 train 0.101402 11423 train 0.096490 11424 train 0.089857 11425 val 17.1307 11425 train 0.086231 11426 train 0.089397 11427 train 0.089252 11428 train 0.083207 11429 train 0.081717 11430 train 0.083944 11431 train 0.085371 11432 train 0.092269 11433 train 0.086978 11434 train 0.095237 11435 train 0.083189 11436 train 0.088729 11437 train 0.090789 11438 train 0.086609 11439 train 0.079403 11440 train 0.089236 11441 train 0.086568 11442 train 0.081289 11443 train 0.085935 11444 train 0.082791 11445 train 0.084308 11446 train 0.089256 11447 train 0.083027 11448 train 0.078124 11449 train 0.083460 11450 val 17.1353 11450 train 0.088002 11451 train 0.092772 11452 train 0.088499 11453 train 0.089735 11454 train 0.086754 11455 train 0.092331 11456 train 0.086592 11457 train 0.092651 11458 train 0.088618 11459 train 0.101603 11460 train 0.099102 11461 train 0.095921 11462 train 0.084921 11463 train 0.085150 11464 train 0.092420 11465 train 0.088015 11466 train 0.084655 11467 train 0.083321 11468 train 0.089683 11469 train 0.086368 11470 train 0.089152 11471 train 0.087469 11472 train 0.082959 11473 train 0.088627 11474 train 0.088514 11475 val 17.1701 11475 train 0.089163 11476 train 0.083074 11477 train 0.081665 11478 train 0.090420 11479 train 0.084352 11480 train 0.079660 11481 train 0.079804 11482 train 0.079597 11483 train 0.077296 11484 train 0.079587 11485 train 0.079261 11486 train 0.088274 11487 train 0.087565 11488 train 0.083875 11489 train 0.088119 11490 train 0.082305 11491 train 0.090613 11492 train 0.083998 11493 train 0.087075 11494 train 0.098804 11495 train 0.094607 11496 train 0.084670 11497 train 0.078931 11498 train 0.087630 11499 train 0.086035 11500 val 17.1583 11500 train 0.091332 11501 train 0.081681 11502 train 0.083010 11503 train 0.087216 11504 train 0.084428 11505 train 0.091685 11506 train 0.088586 11507 train 0.084616 11508 train 0.078730 11509 train 0.080438 11510 train 0.082533 11511 train 0.092747 11512 train 0.088704 11513 train 0.083582 11514 train 0.080712 11515 train 0.084118 11516 train 0.096104 11517 train 0.084208 11518 train 0.079937 11519 train 0.079821 11520 train 0.086524 11521 train 0.071332 11522 train 0.083447 11523 train 0.086104 11524 train 0.079668 11525 val 17.1309 11525 train 0.080744 11526 train 0.076898 11527 train 0.083203 11528 train 0.080889 11529 train 0.092433 11530 train 0.088188 11531 train 0.090692 11532 train 0.088857 11533 train 0.085595 11534 train 0.088885 11535 train 0.084989 11536 train 0.082730 11537 train 0.084918 11538 train 0.082397 11539 train 0.084172 11540 train 0.080686 11541 train 0.092583 11542 train 0.083167 11543 train 0.082014 11544 train 0.077877 11545 train 0.080693 11546 train 0.086104 11547 train 0.093014 11548 train 0.085324 11549 train 0.087429 11550 val 17.1863 11550 train 0.086838 11551 train 0.084684 11552 train 0.086040 11553 train 0.091231 11554 train 0.089280 11555 train 0.090094 11556 train 0.084778 11557 train 0.088054 11558 train 0.086966 11559 train 0.081658 11560 train 0.091798 11561 train 0.079503 11562 train 0.078236 11563 train 0.083404 11564 train 0.082826 11565 train 0.083062 11566 train 0.080194 11567 train 0.083937 11568 train 0.088951 11569 train 0.083354 11570 train 0.092890 11571 train 0.084367 11572 train 0.086670 11573 train 0.094612 11574 train 0.082461 11575 val 17.1698 11575 train 0.087886 11576 train 0.085833 11577 train 0.086341 11578 train 0.085697 11579 train 0.077513 11580 train 0.080586 11581 train 0.081523 11582 train 0.077698 11583 train 0.083317 11584 train 0.083161 11585 train 0.084520 11586 train 0.092768 11587 train 0.087527 11588 train 0.083485 11589 train 0.086307 11590 train 0.087058 11591 train 0.083036 11592 train 0.089654 11593 train 0.086170 11594 train 0.093092 11595 train 0.088034 11596 train 0.087894 11597 train 0.084910 11598 train 0.088056 11599 train 0.084544 11600 val 17.1035 11600 train 0.085741 11601 train 0.083518 11602 train 0.081683 11603 train 0.089390 11604 train 0.093353 11605 train 0.080025 11606 train 0.077583 11607 train 0.086606 11608 train 0.083991 11609 train 0.083937 11610 train 0.082415 11611 train 0.085111 11612 train 0.076909 11613 train 0.083704 11614 train 0.088082 11615 train 0.086149 11616 train 0.083895 11617 train 0.080608 11618 train 0.080917 11619 train 0.075324 11620 train 0.076686 11621 train 0.078022 11622 train 0.085679 11623 train 0.080745 11624 train 0.082641 11625 val 17.0947 11625 train 0.088583 11626 train 0.083385 11627 train 0.084932 11628 train 0.088813 11629 train 0.087878 11630 train 0.098600 11631 train 0.089188 11632 train 0.088177 11633 train 0.085037 11634 train 0.084221 11635 train 0.079887 11636 train 0.088024 11637 train 0.085912 11638 train 0.083124 11639 train 0.084152 11640 train 0.085131 11641 train 0.094868 11642 train 0.077858 11643 train 0.080188 11644 train 0.083534 11645 train 0.082113 11646 train 0.084549 11647 train 0.083380 11648 train 0.080354 11649 train 0.081429 11650 val 17.2508 11650 train 0.081195 11651 train 0.090077 11652 train 0.085995 11653 train 0.088406 11654 train 0.082135 11655 train 0.073854 11656 train 0.078256 11657 train 0.078574 11658 train 0.075829 11659 train 0.074399 11660 train 0.080994 11661 train 0.081338 11662 train 0.078249 11663 train 0.081107 11664 train 0.084976 11665 train 0.076281 11666 train 0.084695 11667 train 0.085654 11668 train 0.081330 11669 train 0.076513 11670 train 0.083130 11671 train 0.074612 11672 train 0.080906 11673 train 0.086486 11674 train 0.082272 11675 val 17.1654 11675 train 0.085676 11676 train 0.084576 11677 train 0.092773 11678 train 0.083563 11679 train 0.081379 11680 train 0.073836 11681 train 0.080085 11682 train 0.081044 11683 train 0.087225 11684 train 0.084175 11685 train 0.084455 11686 train 0.083589 11687 train 0.077489 11688 train 0.083347 11689 train 0.085300 11690 train 0.081646 11691 train 0.082556 11692 train 0.079836 11693 train 0.082699 11694 train 0.078859 11695 train 0.080284 11696 train 0.081245 11697 train 0.081220 11698 train 0.079367 11699 train 0.077659 11700 val 17.1664 11700 train 0.077818 11701 train 0.082688 11702 train 0.085960 11703 train 0.079165 11704 train 0.087527 11705 train 0.087926 11706 train 0.082780 11707 train 0.088174 11708 train 0.083663 11709 train 0.085770 11710 train 0.082733 11711 train 0.083595 11712 train 0.083079 11713 train 0.096630 11714 train 0.085402 11715 train 0.088263 11716 train 0.082199 11717 train 0.088034 11718 train 0.078166 11719 train 0.083964 11720 train 0.079236 11721 train 0.079895 11722 train 0.083020 11723 train 0.082710 11724 train 0.079711 11725 val 17.3454 11725 train 0.076803 11726 train 0.085995 11727 train 0.077265 11728 train 0.079502 11729 train 0.069087 11730 train 0.074902 11731 train 0.077668 11732 train 0.084047 11733 train 0.083835 11734 train 0.086470 11735 train 0.074936 11736 train 0.082573 11737 train 0.075775 11738 train 0.072854 11739 train 0.087950 11740 train 0.083973 11741 train 0.080994 11742 train 0.075229 11743 train 0.080184 11744 train 0.079230 11745 train 0.089433 11746 train 0.084116 11747 train 0.079554 11748 train 0.081107 11749 train 0.088448 11750 val 17.2189 11750 train 0.077562 11751 train 0.093501 11752 train 0.084064 11753 train 0.083093 11754 train 0.090753 11755 train 0.080786 11756 train 0.074388 11757 train 0.082763 11758 train 0.086348 11759 train 0.080254 11760 train 0.082611 11761 train 0.077626 11762 train 0.084384 11763 train 0.082704 11764 train 0.080698 11765 train 0.080072 11766 train 0.075330 11767 train 0.076356 11768 train 0.078808 11769 train 0.078593 11770 train 0.080580 11771 train 0.082937 11772 train 0.085192 11773 train 0.079062 11774 train 0.074321 11775 val 17.1635 11775 train 0.087910 11776 train 0.082446 11777 train 0.083426 11778 train 0.087559 11779 train 0.088827 11780 train 0.080124 11781 train 0.093006 11782 train 0.080750 11783 train 0.080183 11784 train 0.083050 11785 train 0.090382 11786 train 0.077955 11787 train 0.086796 11788 train 0.087856 11789 train 0.083824 11790 train 0.077632 11791 train 0.077518 11792 train 0.083525 11793 train 0.084939 11794 train 0.082711 11795 train 0.085284 11796 train 0.078243 11797 train 0.075957 11798 train 0.085315 11799 train 0.079882 11800 val 17.2290 11800 train 0.079893 11801 train 0.083470 11802 train 0.081330 11803 train 0.083202 11804 train 0.082474 11805 train 0.074995 11806 train 0.078615 11807 train 0.077298 11808 train 0.091440 11809 train 0.090517 11810 train 0.081688 11811 train 0.090542 11812 train 0.092461 11813 train 0.085213 11814 train 0.079690 11815 train 0.086884 11816 train 0.091343 11817 train 0.115254 11818 train 0.087676 11819 train 0.089296 11820 train 0.082852 11821 train 0.083982 11822 train 0.078987 11823 train 0.079158 11824 train 0.082392 11825 val 17.2149 11825 train 0.081011 11826 train 0.080021 11827 train 0.084615 11828 train 0.077958 11829 train 0.080064 11830 train 0.075290 11831 train 0.083668 11832 train 0.081088 11833 train 0.083460 11834 train 0.079311 11835 train 0.077221 11836 train 0.083365 11837 train 0.080513 11838 train 0.083789 11839 train 0.078789 11840 train 0.078559 11841 train 0.073664 11842 train 0.080713 11843 train 0.072697 11844 train 0.081241 11845 train 0.081430 11846 train 0.081613 11847 train 0.083134 11848 train 0.084293 11849 train 0.079989 11850 val 17.2260 11850 train 0.086146 11851 train 0.087814 11852 train 0.078037 11853 train 0.082939 11854 train 0.086850 11855 train 0.088669 11856 train 0.087273 11857 train 0.079483 11858 train 0.082030 11859 train 0.081328 11860 train 0.087543 11861 train 0.076153 11862 train 0.084417 11863 train 0.075638 11864 train 0.076952 11865 train 0.075620 11866 train 0.077715 11867 train 0.084555 11868 train 0.075482 11869 train 0.084804 11870 train 0.079356 11871 train 0.075535 11872 train 0.086243 11873 train 0.083567 11874 train 0.079265 11875 val 17.1573 11875 train 0.079757 11876 train 0.081073 11877 train 0.079298 11878 train 0.079167 11879 train 0.086188 11880 train 0.072361 11881 train 0.077676 11882 train 0.078738 11883 train 0.077022 11884 train 0.085089 11885 train 0.077245 11886 train 0.082983 11887 train 0.082351 11888 train 0.081118 11889 train 0.079235 11890 train 0.078026 11891 train 0.082294 11892 train 0.082152 11893 train 0.088167 11894 train 0.079337 11895 train 0.084307 11896 train 0.085303 11897 train 0.082393 11898 train 0.085109 11899 train 0.077024 11900 val 17.2421 11900 train 0.081708 11901 train 0.079850 11902 train 0.083741 11903 train 0.083497 11904 train 0.076321 11905 train 0.073192 11906 train 0.074644 11907 train 0.079138 11908 train 0.076792 11909 train 0.084714 11910 train 0.079582 11911 train 0.076020 11912 train 0.083087 11913 train 0.079209 11914 train 0.080053 11915 train 0.086358 11916 train 0.079556 11917 train 0.081828 11918 train 0.073977 11919 train 0.078046 11920 train 0.079781 11921 train 0.087503 11922 train 0.080982 11923 train 0.078873 11924 train 0.077741 11925 val 17.1923 11925 train 0.087493 11926 train 0.086927 11927 train 0.083437 11928 train 0.089583 11929 train 0.087563 11930 train 0.083782 11931 train 0.088361 11932 train 0.080257 11933 train 0.074448 11934 train 0.082538 11935 train 0.084642 11936 train 0.077707 11937 train 0.078332 11938 train 0.083411 11939 train 0.085390 11940 train 0.082412 11941 train 0.073675 11942 train 0.074140 11943 train 0.078959 11944 train 0.073776 11945 train 0.073578 11946 train 0.076164 11947 train 0.084025 11948 train 0.081015 11949 train 0.079716 11950 val 17.1725 11950 train 0.071989 11951 train 0.077191 11952 train 0.075327 11953 train 0.080559 11954 train 0.078352 11955 train 0.077532 11956 train 0.081298 11957 train 0.078381 11958 train 0.081143 11959 train 0.075746 11960 train 0.080120 11961 train 0.075001 11962 train 0.079422 11963 train 0.078757 11964 train 0.084043 11965 train 0.090093 11966 train 0.078095 11967 train 0.083963 11968 train 0.082458 11969 train 0.078621 11970 train 0.085659 11971 train 0.077288 11972 train 0.076952 11973 train 0.080884 11974 train 0.077505 11975 val 17.2839 11975 train 0.078686 11976 train 0.081340 11977 train 0.077709 11978 train 0.081538 11979 train 0.076163 11980 train 0.075914 11981 train 0.082747 11982 train 0.081538 11983 train 0.077568 11984 train 0.078434 11985 train 0.077291 11986 train 0.074782 11987 train 0.068879 11988 train 0.085019 11989 train 0.077113 11990 train 0.083692 11991 train 0.078489 11992 train 0.085828 11993 train 0.077215 11994 train 0.085622 11995 train 0.081652 11996 train 0.080715 11997 train 0.071718 11998 train 0.084156 11999 train 0.082014 12000 val 17.2690 12000 train 0.081459 12001 train 0.082790 12002 train 0.079172 12003 train 0.081548 12004 train 0.077834 12005 train 0.075400 12006 train 0.084423 12007 train 0.083612 12008 train 0.081681 12009 train 0.076846 12010 train 0.074891 12011 train 0.074019 12012 train 0.081599 12013 train 0.077415 12014 train 0.070920 12015 train 0.082201 12016 train 0.077181 12017 train 0.074583 12018 train 0.078348 12019 train 0.072581 12020 train 0.076977 12021 train 0.084899 12022 train 0.077964 12023 train 0.074478 12024 train 0.077193 12025 val 17.1880 12025 train 0.077491 12026 train 0.076855 12027 train 0.080041 12028 train 0.073833 12029 train 0.080897 12030 train 0.077051 12031 train 0.074595 12032 train 0.075180 12033 train 0.078268 12034 train 0.076882 12035 train 0.072836 12036 train 0.082073 12037 train 0.089726 12038 train 0.077768 12039 train 0.082364 12040 train 0.081368 12041 train 0.077201 12042 train 0.089047 12043 train 0.085187 12044 train 0.084231 12045 train 0.077840 12046 train 0.077603 12047 train 0.083449 12048 train 0.077700 12049 train 0.079318 12050 val 17.2869 12050 train 0.081523 12051 train 0.073973 12052 train 0.075800 12053 train 0.069740 12054 train 0.079793 12055 train 0.071518 12056 train 0.078918 12057 train 0.074841 12058 train 0.073292 12059 train 0.082962 12060 train 0.072524 12061 train 0.072348 12062 train 0.072885 12063 train 0.075633 12064 train 0.078903 12065 train 0.087358 12066 train 0.079086 12067 train 0.082373 12068 train 0.074377 12069 train 0.082603 12070 train 0.091802 12071 train 0.072658 12072 train 0.070686 12073 train 0.076023 12074 train 0.078352 12075 val 17.2368 12075 train 0.081388 12076 train 0.080507 12077 train 0.076855 12078 train 0.079880 12079 train 0.078231 12080 train 0.085048 12081 train 0.080700 12082 train 0.074149 12083 train 0.071292 12084 train 0.078861 12085 train 0.077220 12086 train 0.069915 12087 train 0.075375 12088 train 0.081058 12089 train 0.073796 12090 train 0.074712 12091 train 0.070390 12092 train 0.074263 12093 train 0.079862 12094 train 0.080106 12095 train 0.076287 12096 train 0.078303 12097 train 0.073316 12098 train 0.071942 12099 train 0.079401 12100 val 17.1839 12100 train 0.076954 12101 train 0.078979 12102 train 0.075470 12103 train 0.084604 12104 train 0.075678 12105 train 0.082364 12106 train 0.100170 12107 train 0.079941 12108 train 0.079697 12109 train 0.077283 12110 train 0.075183 12111 train 0.074257 12112 train 0.073602 12113 train 0.080302 12114 train 0.079179 12115 train 0.068097 12116 train 0.078698 12117 train 0.082610 12118 train 0.075410 12119 train 0.078344 12120 train 0.071700 12121 train 0.080419 12122 train 0.078384 12123 train 0.080780 12124 train 0.077383 12125 val 17.3556 12125 train 0.077210 12126 train 0.075647 12127 train 0.069640 12128 train 0.074178 12129 train 0.074926 12130 train 0.073935 12131 train 0.076371 12132 train 0.074041 12133 train 0.076700 12134 train 0.072785 12135 train 0.079116 12136 train 0.075564 12137 train 0.079862 12138 train 0.076062 12139 train 0.078958 12140 train 0.071769 12141 train 0.074064 12142 train 0.081400 12143 train 0.078638 12144 train 0.081648 12145 train 0.076961 12146 train 0.082823 12147 train 0.079224 12148 train 0.080797 12149 train 0.079836 12150 val 17.2813 12150 train 0.076275 12151 train 0.069134 12152 train 0.075401 12153 train 0.076301 12154 train 0.072342 12155 train 0.076735 12156 train 0.071156 12157 train 0.077490 12158 train 0.074331 12159 train 0.080245 12160 train 0.083658 12161 train 0.077773 12162 train 0.077189 12163 train 0.068198 12164 train 0.076073 12165 train 0.073473 12166 train 0.070430 12167 train 0.078400 12168 train 0.075113 12169 train 0.071057 12170 train 0.071348 12171 train 0.071598 12172 train 0.074772 12173 train 0.070901 12174 train 0.077290 12175 val 17.3390 12175 train 0.076473 12176 train 0.076502 12177 train 0.075107 12178 train 0.074652 12179 train 0.082541 12180 train 0.075128 12181 train 0.072121 12182 train 0.080344 12183 train 0.074321 12184 train 0.080681 12185 train 0.074809 12186 train 0.076485 12187 train 0.075581 12188 train 0.069761 12189 train 0.074816 12190 train 0.068596 12191 train 0.076925 12192 train 0.073405 12193 train 0.072453 12194 train 0.072981 12195 train 0.072945 12196 train 0.072446 12197 train 0.073745 12198 train 0.074047 12199 train 0.066580 12200 val 17.1700 12200 train 0.073046 12201 train 0.077850 12202 train 0.076847 12203 train 0.074197 12204 train 0.077207 12205 train 0.067876 12206 train 0.070269 12207 train 0.073896 12208 train 0.072485 12209 train 0.070443 12210 train 0.074946 12211 train 0.074760 12212 train 0.070665 12213 train 0.075401 12214 train 0.076082 12215 train 0.076436 12216 train 0.073848 12217 train 0.068669 12218 train 0.082014 12219 train 0.079959 12220 train 0.073435 12221 train 0.071137 12222 train 0.077485 12223 train 0.077739 12224 train 0.075261 12225 val 17.3446 12225 train 0.075229 12226 train 0.075502 12227 train 0.078475 12228 train 0.070866 12229 train 0.071005 12230 train 0.068206 12231 train 0.072155 12232 train 0.074496 12233 train 0.073498 12234 train 0.079183 12235 train 0.071139 12236 train 0.071537 12237 train 0.080025 12238 train 0.080225 12239 train 0.071793 12240 train 0.077895 12241 train 0.066322 12242 train 0.074907 12243 train 0.080913 12244 train 0.073983 12245 train 0.071837 12246 train 0.079874 12247 train 0.074768 12248 train 0.074032 12249 train 0.079396 12250 val 17.4303 12250 train 0.073442 12251 train 0.072274 12252 train 0.068941 12253 train 0.073308 12254 train 0.081010 12255 train 0.079161 12256 train 0.078959 12257 train 0.073694 12258 train 0.071329 12259 train 0.076779 12260 train 0.073527 12261 train 0.075994 12262 train 0.076573 12263 train 0.078684 12264 train 0.080824 12265 train 0.068399 12266 train 0.070391 12267 train 0.068128 12268 train 0.074941 12269 train 0.072251 12270 train 0.066454 12271 train 0.068770 12272 train 0.073574 12273 train 0.075411 12274 train 0.079088 12275 val 17.3097 12275 train 0.073342 12276 train 0.070239 12277 train 0.075980 12278 train 0.076831 12279 train 0.078384 12280 train 0.075138 12281 train 0.070668 12282 train 0.073354 12283 train 0.074342 12284 train 0.077250 12285 train 0.074444 12286 train 0.070173 12287 train 0.077987 12288 train 0.077603 12289 train 0.074839 12290 train 0.071598 12291 train 0.075558 12292 train 0.080689 12293 train 0.079712 12294 train 0.073796 12295 train 0.078434 12296 train 0.070204 12297 train 0.075770 12298 train 0.076045 12299 train 0.079091 12300 val 17.4563 12300 train 0.077156 12301 train 0.076338 12302 train 0.077302 12303 train 0.072353 12304 train 0.072266 12305 train 0.075191 12306 train 0.069705 12307 train 0.067883 12308 train 0.070961 12309 train 0.067486 12310 train 0.069696 12311 train 0.075063 12312 train 0.076820 12313 train 0.076554 12314 train 0.075233 12315 train 0.072074 12316 train 0.075752 12317 train 0.072574 12318 train 0.085972 12319 train 0.075515 12320 train 0.072000 12321 train 0.081044 12322 train 0.072897 12323 train 0.069239 12324 train 0.079606 12325 val 17.3980 12325 train 0.076653 12326 train 0.071611 12327 train 0.073437 12328 train 0.074630 12329 train 0.077774 12330 train 0.070474 12331 train 0.073438 12332 train 0.079475 12333 train 0.076572 12334 train 0.071686 12335 train 0.071892 12336 train 0.074791 12337 train 0.076400 12338 train 0.073395 12339 train 0.072922 12340 train 0.075302 12341 train 0.077606 12342 train 0.072588 12343 train 0.072749 12344 train 0.071567 12345 train 0.073832 12346 train 0.073544 12347 train 0.075518 12348 train 0.071869 12349 train 0.071762 12350 val 17.3857 12350 train 0.077812 12351 train 0.072437 12352 train 0.069467 12353 train 0.072448 12354 train 0.071328 12355 train 0.068946 12356 train 0.068291 12357 train 0.075725 12358 train 0.081932 12359 train 0.078216 12360 train 0.076723 12361 train 0.072767 12362 train 0.077764 12363 train 0.075218 12364 train 0.079009 12365 train 0.071635 12366 train 0.078551 12367 train 0.078119 12368 train 0.073286 12369 train 0.069597 12370 train 0.077316 12371 train 0.067910 12372 train 0.079252 12373 train 0.076427 12374 train 0.070464 12375 val 17.4629 12375 train 0.073113 12376 train 0.075679 12377 train 0.073806 12378 train 0.074304 12379 train 0.071567 12380 train 0.079978 12381 train 0.086058 12382 train 0.070841 12383 train 0.074439 12384 train 0.073363 12385 train 0.074948 12386 train 0.073808 12387 train 0.073931 12388 train 0.070459 12389 train 0.071323 12390 train 0.070413 12391 train 0.075476 12392 train 0.076380 12393 train 0.076912 12394 train 0.069723 12395 train 0.077177 12396 train 0.078755 12397 train 0.076298 12398 train 0.076574 12399 train 0.078542 12400 val 17.4104 12400 train 0.082338 12401 train 0.080632 12402 train 0.078389 12403 train 0.075595 12404 train 0.075015 12405 train 0.072122 12406 train 0.066125 12407 train 0.073197 12408 train 0.072358 12409 train 0.076508 12410 train 0.074153 12411 train 0.081087 12412 train 0.074967 12413 train 0.079261 12414 train 0.074918 12415 train 0.076582 12416 train 0.077809 12417 train 0.080100 12418 train 0.074789 12419 train 0.067430 12420 train 0.068298 12421 train 0.073463 12422 train 0.078126 12423 train 0.078914 12424 train 0.072516 12425 val 17.2895 12425 train 0.072577 12426 train 0.070748 12427 train 0.072253 12428 train 0.069812 12429 train 0.075059 12430 train 0.079387 12431 train 0.078400 12432 train 0.079246 12433 train 0.076101 12434 train 0.081844 12435 train 0.075937 12436 train 0.068476 12437 train 0.080338 12438 train 0.062803 12439 train 0.072904 12440 train 0.073112 12441 train 0.074110 12442 train 0.071135 12443 train 0.075346 12444 train 0.069169 12445 train 0.069469 12446 train 0.077928 12447 train 0.075456 12448 train 0.072206 12449 train 0.072905 12450 val 17.4301 12450 train 0.073174 12451 train 0.076567 12452 train 0.081689 12453 train 0.073734 12454 train 0.072003 12455 train 0.076359 12456 train 0.078259 12457 train 0.071892 12458 train 0.068830 12459 train 0.075171 12460 train 0.076337 12461 train 0.077001 12462 train 0.073471 12463 train 0.074783 12464 train 0.072689 12465 train 0.081366 12466 train 0.068768 12467 train 0.074722 12468 train 0.071023 12469 train 0.073172 12470 train 0.080327 12471 train 0.080597 12472 train 0.071260 12473 train 0.080228 12474 train 0.072929 12475 val 17.4575 12475 train 0.074110 12476 train 0.077955 12477 train 0.072132 12478 train 0.074947 12479 train 0.073722 12480 train 0.076901 12481 train 0.073301 12482 train 0.071995 12483 train 0.071319 12484 train 0.067791 12485 train 0.067641 12486 train 0.070428 12487 train 0.072026 12488 train 0.074002 12489 train 0.072664 12490 train 0.075305 12491 train 0.071653 12492 train 0.073059 12493 train 0.077968 12494 train 0.078160 12495 train 0.078696 12496 train 0.075992 12497 train 0.072677 12498 train 0.076023 12499 train 0.069541 12500 val 17.3371 12500 train 0.066497 12501 train 0.066367 12502 train 0.065940 12503 train 0.070078 12504 train 0.071819 12505 train 0.069893 12506 train 0.076286 12507 train 0.077948 12508 train 0.073358 12509 train 0.082672 12510 train 0.068492 12511 train 0.071258 12512 train 0.075871 12513 train 0.071848 12514 train 0.067677 12515 train 0.067349 12516 train 0.072393 12517 train 0.071114 12518 train 0.064742 12519 train 0.071580 12520 train 0.067440 12521 train 0.066480 12522 train 0.068029 12523 train 0.068477 12524 train 0.069227 12525 val 17.3840 12525 train 0.066585 12526 train 0.073853 12527 train 0.063925 12528 train 0.071564 12529 train 0.068949 12530 train 0.074341 12531 train 0.070045 12532 train 0.071759 12533 train 0.083216 12534 train 0.066935 12535 train 0.060611 12536 train 0.067060 12537 train 0.069191 12538 train 0.074745 12539 train 0.067537 12540 train 0.073296 12541 train 0.071116 12542 train 0.069908 12543 train 0.072684 12544 train 0.069226 12545 train 0.074343 12546 train 0.072206 12547 train 0.074559 12548 train 0.075711 12549 train 0.075741 12550 val 17.4132 12550 train 0.074396 12551 train 0.069966 12552 train 0.073454 12553 train 0.069375 12554 train 0.076028 12555 train 0.073782 12556 train 0.066798 12557 train 0.075415 12558 train 0.077101 12559 train 0.072467 12560 train 0.074524 12561 train 0.067141 12562 train 0.075132 12563 train 0.067692 12564 train 0.067182 12565 train 0.065355 12566 train 0.069429 12567 train 0.069213 12568 train 0.071018 12569 train 0.078728 12570 train 0.071267 12571 train 0.074175 12572 train 0.073476 12573 train 0.080851 12574 train 0.077218 12575 val 17.3817 12575 train 0.072221 12576 train 0.079129 12577 train 0.077025 12578 train 0.074690 12579 train 0.067805 12580 train 0.074520 12581 train 0.077552 12582 train 0.075037 12583 train 0.072682 12584 train 0.071635 12585 train 0.070736 12586 train 0.077463 12587 train 0.072413 12588 train 0.076658 12589 train 0.071403 12590 train 0.073792 12591 train 0.072703 12592 train 0.075843 12593 train 0.073974 12594 train 0.072895 12595 train 0.074494 12596 train 0.092164 12597 train 0.080183 12598 train 0.068942 12599 train 0.072602 12600 val 17.4429 12600 train 0.071673 12601 train 0.067225 12602 train 0.070376 12603 train 0.072405 12604 train 0.071589 12605 train 0.073396 12606 train 0.076097 12607 train 0.071378 12608 train 0.071868 12609 train 0.082212 12610 train 0.078282 12611 train 0.072651 12612 train 0.076053 12613 train 0.076898 12614 train 0.070748 12615 train 0.080681 12616 train 0.073957 12617 train 0.070121 12618 train 0.078699 12619 train 0.071154 12620 train 0.074111 12621 train 0.072959 12622 train 0.072011 12623 train 0.075377 12624 train 0.068872 12625 val 17.4734 12625 train 0.073636 12626 train 0.071540 12627 train 0.076614 12628 train 0.069635 12629 train 0.072110 12630 train 0.076536 12631 train 0.075971 12632 train 0.071176 12633 train 0.087524 12634 train 0.069638 12635 train 0.075894 12636 train 0.071802 12637 train 0.069157 12638 train 0.072672 12639 train 0.071858 12640 train 0.068000 12641 train 0.075736 12642 train 0.070123 12643 train 0.070684 12644 train 0.074384 12645 train 0.071294 12646 train 0.070656 12647 train 0.069036 12648 train 0.067824 12649 train 0.070320 12650 val 17.3841 12650 train 0.072828 12651 train 0.078490 12652 train 0.077649 12653 train 0.071254 12654 train 0.064598 12655 train 0.066211 12656 train 0.076903 12657 train 0.072112 12658 train 0.071671 12659 train 0.071886 12660 train 0.077814 12661 train 0.074915 12662 train 0.075930 12663 train 0.070889 12664 train 0.069622 12665 train 0.070940 12666 train 0.073457 12667 train 0.068349 12668 train 0.062694 12669 train 0.098328 12670 train 0.069913 12671 train 0.072422 12672 train 0.071250 12673 train 0.067489 12674 train 0.074841 12675 val 17.3649 12675 train 0.077494 12676 train 0.075977 12677 train 0.064578 12678 train 0.071448 12679 train 0.071903 12680 train 0.070776 12681 train 0.072931 12682 train 0.070089 12683 train 0.067606 12684 train 0.068209 12685 train 0.070147 12686 train 0.068296 12687 train 0.074410 12688 train 0.066509 12689 train 0.066227 12690 train 0.070616 12691 train 0.068192 12692 train 0.074934 12693 train 0.074532 12694 train 0.070411 12695 train 0.073723 12696 train 0.070395 12697 train 0.073374 12698 train 0.075662 12699 train 0.069407 12700 val 17.4174 12700 train 0.069021 12701 train 0.069526 12702 train 0.076207 12703 train 0.069130 12704 train 0.066986 12705 train 0.066675 12706 train 0.072265 12707 train 0.081380 12708 train 0.071215 12709 train 0.067070 12710 train 0.067256 12711 train 0.070112 12712 train 0.073582 12713 train 0.070917 12714 train 0.074423 12715 train 0.067023 12716 train 0.072685 12717 train 0.075344 12718 train 0.068351 12719 train 0.068934 12720 train 0.072519 12721 train 0.071223 12722 train 0.067136 12723 train 0.069152 12724 train 0.068311 12725 val 17.3647 12725 train 0.066950 12726 train 0.067713 12727 train 0.070871 12728 train 0.069975 12729 train 0.071560 12730 train 0.067235 12731 train 0.069074 12732 train 0.069613 12733 train 0.063467 12734 train 0.072119 12735 train 0.066728 12736 train 0.071785 12737 train 0.068997 12738 train 0.074499 12739 train 0.070149 12740 train 0.071178 12741 train 0.072107 12742 train 0.068531 12743 train 0.070898 12744 train 0.066034 12745 train 0.071648 12746 train 0.071807 12747 train 0.071154 12748 train 0.065171 12749 train 0.073760 12750 val 17.4109 12750 train 0.072378 12751 train 0.071298 12752 train 0.068537 12753 train 0.073278 12754 train 0.070230 12755 train 0.070408 12756 train 0.076534 12757 train 0.073273 12758 train 0.070566 12759 train 0.070974 12760 train 0.074755 12761 train 0.067298 12762 train 0.073613 12763 train 0.071863 12764 train 0.071044 12765 train 0.076620 12766 train 0.071986 12767 train 0.078159 12768 train 0.070267 12769 train 0.072026 12770 train 0.075321 12771 train 0.069648 12772 train 0.073984 12773 train 0.069946 12774 train 0.077549 12775 val 17.3957 12775 train 0.075089 12776 train 0.071244 12777 train 0.067258 12778 train 0.074209 12779 train 0.066738 12780 train 0.071881 12781 train 0.073403 12782 train 0.070634 12783 train 0.069937 12784 train 0.068292 12785 train 0.070796 12786 train 0.074478 12787 train 0.066921 12788 train 0.067383 12789 train 0.075597 12790 train 0.072848 12791 train 0.072009 12792 train 0.080829 12793 train 0.087872 12794 train 0.073701 12795 train 0.069330 12796 train 0.071377 12797 train 0.072338 12798 train 0.075096 12799 train 0.066609 12800 val 17.4416 12800 train 0.072825 12801 train 0.082282 12802 train 0.066677 12803 train 0.071856 12804 train 0.072028 12805 train 0.067048 12806 train 0.077142 12807 train 0.071346 12808 train 0.070322 12809 train 0.070420 12810 train 0.076642 12811 train 0.072188 12812 train 0.073030 12813 train 0.079231 12814 train 0.065923 12815 train 0.072802 12816 train 0.073565 12817 train 0.070211 12818 train 0.070422 12819 train 0.071982 12820 train 0.073765 12821 train 0.067356 12822 train 0.069782 12823 train 0.067880 12824 train 0.068911 12825 val 17.4328 12825 train 0.084570 12826 train 0.065283 12827 train 0.077732 12828 train 0.082537 12829 train 0.077169 12830 train 0.072163 12831 train 0.076375 12832 train 0.078759 12833 train 0.071673 12834 train 0.078474 12835 train 0.075120 12836 train 0.072491 12837 train 0.098606 12838 train 0.075844 12839 train 0.068837 12840 train 0.064191 12841 train 0.066944 12842 train 0.068492 12843 train 0.066963 12844 train 0.060728 12845 train 0.074638 12846 train 0.067295 12847 train 0.071054 12848 train 0.067453 12849 train 0.074191 12850 val 17.3624 12850 train 0.068996 12851 train 0.070018 12852 train 0.073977 12853 train 0.069133 12854 train 0.078263 12855 train 0.073535 12856 train 0.069733 12857 train 0.068904 12858 train 0.074781 12859 train 0.075077 12860 train 0.064522 12861 train 0.071067 12862 train 0.074813 12863 train 0.076888 12864 train 0.071204 12865 train 0.074180 12866 train 0.075344 12867 train 0.070809 12868 train 0.072217 12869 train 0.074196 12870 train 0.086697 12871 train 0.081376 12872 train 0.072798 12873 train 0.086318 12874 train 0.082064 12875 val 17.4711 12875 train 0.068124 12876 train 0.068465 12877 train 0.073456 12878 train 0.064967 12879 train 0.065528 12880 train 0.070696 12881 train 0.068749 12882 train 0.062716 12883 train 0.066980 12884 train 0.073058 12885 train 0.078753 12886 train 0.067481 12887 train 0.065852 12888 train 0.075046 12889 train 0.065626 12890 train 0.067644 12891 train 0.070908 12892 train 0.075576 12893 train 0.068910 12894 train 0.072457 12895 train 0.065657 12896 train 0.067268 12897 train 0.071395 12898 train 0.065466 12899 train 0.069683 12900 val 17.4827 12900 train 0.072714 12901 train 0.066414 12902 train 0.068179 12903 train 0.074906 12904 train 0.070329 12905 train 0.070281 12906 train 0.078119 12907 train 0.084779 12908 train 0.070478 12909 train 0.072210 12910 train 0.066245 12911 train 0.067804 12912 train 0.072292 12913 train 0.070934 12914 train 0.069087 12915 train 0.072727 12916 train 0.062682 12917 train 0.069563 12918 train 0.062480 12919 train 0.062514 12920 train 0.064728 12921 train 0.074317 12922 train 0.071631 12923 train 0.066056 12924 train 0.074845 12925 val 17.3698 12925 train 0.065590 12926 train 0.064134 12927 train 0.069470 12928 train 0.066261 12929 train 0.064381 12930 train 0.067270 12931 train 0.077726 12932 train 0.066482 12933 train 0.062875 12934 train 0.066777 12935 train 0.066296 12936 train 0.061033 12937 train 0.064727 12938 train 0.090917 12939 train 0.069693 12940 train 0.062571 12941 train 0.063894 12942 train 0.065596 12943 train 0.067644 12944 train 0.064355 12945 train 0.069591 12946 train 0.069663 12947 train 0.065812 12948 train 0.066113 12949 train 0.068416 12950 val 17.4340 12950 train 0.067163 12951 train 0.072720 12952 train 0.065846 12953 train 0.064584 12954 train 0.063979 12955 train 0.062102 12956 train 0.067477 12957 train 0.070913 12958 train 0.064924 12959 train 0.065295 12960 train 0.067504 12961 train 0.068398 12962 train 0.065866 12963 train 0.066237 12964 train 0.068908 12965 train 0.064238 12966 train 0.061802 12967 train 0.070664 12968 train 0.073387 12969 train 0.070705 12970 train 0.070569 12971 train 0.064808 12972 train 0.066385 12973 train 0.065585 12974 train 0.083147 12975 val 17.4580 12975 train 0.077054 12976 train 0.076225 12977 train 0.069730 12978 train 0.074338 12979 train 0.066883 12980 train 0.069402 12981 train 0.066055 12982 train 0.065997 12983 train 0.068342 12984 train 0.068854 12985 train 0.071996 12986 train 0.068715 12987 train 0.072327 12988 train 0.070522 12989 train 0.072780 12990 train 0.066810 12991 train 0.064381 12992 train 0.073007 12993 train 0.072484 12994 train 0.071754 12995 train 0.066029 12996 train 0.072210 12997 train 0.073859 12998 train 0.074284 12999 train 0.065809 13000 val 17.4513 13000 train 0.067166 13001 train 0.063472 13002 train 0.065230 13003 train 0.069093 13004 train 0.066145 13005 train 0.068050 13006 train 0.066993 13007 train 0.075664 13008 train 0.079877 13009 train 0.072473 13010 train 0.075256 13011 train 0.075996 13012 train 0.079328 13013 train 0.073851 13014 train 0.079299 13015 train 0.071888 13016 train 0.069423 13017 train 0.071529 13018 train 0.071728 13019 train 0.071564 13020 train 0.064708 13021 train 0.068356 13022 train 0.070787 13023 train 0.069957 13024 train 0.070256 13025 val 17.5604 13025 train 0.068432 13026 train 0.069035 13027 train 0.070484 13028 train 0.071021 13029 train 0.075830 13030 train 0.069180 13031 train 0.066884 13032 train 0.068326 13033 train 0.065867 13034 train 0.070150 13035 train 0.066354 13036 train 0.068798 13037 train 0.067904 13038 train 0.067744 13039 train 0.075611 13040 train 0.065916 13041 train 0.067567 13042 train 0.066588 13043 train 0.066837 13044 train 0.066361 13045 train 0.070897 13046 train 0.065841 13047 train 0.074650 13048 train 0.083149 13049 train 0.071489 13050 val 17.5734 13050 train 0.074069 13051 train 0.069666 13052 train 0.067434 13053 train 0.074814 13054 train 0.078918 13055 train 0.076223 13056 train 0.069734 13057 train 0.064751 13058 train 0.072195 13059 train 0.071318 13060 train 0.069002 13061 train 0.063977 13062 train 0.073118 13063 train 0.066811 13064 train 0.074429 13065 train 0.076890 13066 train 0.067880 13067 train 0.067239 13068 train 0.072610 13069 train 0.069569 13070 train 0.076252 13071 train 0.071901 13072 train 0.071757 13073 train 0.067577 13074 train 0.067773 13075 val 17.5235 13075 train 0.067777 13076 train 0.074261 13077 train 0.065227 13078 train 0.067974 13079 train 0.064095 13080 train 0.061093 13081 train 0.069496 13082 train 0.068672 13083 train 0.072084 13084 train 0.071800 13085 train 0.071811 13086 train 0.070393 13087 train 0.062953 13088 train 0.061869 13089 train 0.069300 13090 train 0.068762 13091 train 0.072105 13092 train 0.068346 13093 train 0.070705 13094 train 0.069886 13095 train 0.062097 13096 train 0.063956 13097 train 0.066980 13098 train 0.061859 13099 train 0.063886 13100 val 17.4945 13100 train 0.061830 13101 train 0.066240 13102 train 0.064492 13103 train 0.069969 13104 train 0.065835 13105 train 0.064178 13106 train 0.069636 13107 train 0.073386 13108 train 0.064726 13109 train 0.073221 13110 train 0.067866 13111 train 0.067151 13112 train 0.066685 13113 train 0.068209 13114 train 0.066574 13115 train 0.066785 13116 train 0.069729 13117 train 0.068779 13118 train 0.069385 13119 train 0.066321 13120 train 0.065237 13121 train 0.069819 13122 train 0.061942 13123 train 0.065746 13124 train 0.067694 13125 val 17.6288 13125 train 0.066729 13126 train 0.065950 13127 train 0.068618 13128 train 0.069772 13129 train 0.071088 13130 train 0.069233 13131 train 0.065992 13132 train 0.070368 13133 train 0.067629 13134 train 0.066324 13135 train 0.063981 13136 train 0.062313 13137 train 0.061068 13138 train 0.065285 13139 train 0.060256 13140 train 0.061166 13141 train 0.065367 13142 train 0.063769 13143 train 0.067217 13144 train 0.062714 13145 train 0.066255 13146 train 0.067737 13147 train 0.069018 13148 train 0.067658 13149 train 0.070112 13150 val 17.5219 13150 train 0.068221 13151 train 0.070795 13152 train 0.065982 13153 train 0.073851 13154 train 0.076112 13155 train 0.067096 13156 train 0.069995 13157 train 0.069339 13158 train 0.067550 13159 train 0.066229 13160 train 0.066659 13161 train 0.068859 13162 train 0.067036 13163 train 0.073695 13164 train 0.065670 13165 train 0.071100 13166 train 0.076478 13167 train 0.067524 13168 train 0.070466 13169 train 0.073692 13170 train 0.064638 13171 train 0.065796 13172 train 0.062794 13173 train 0.067200 13174 train 0.067281 13175 val 17.5340 13175 train 0.066157 13176 train 0.063128 13177 train 0.063567 13178 train 0.063097 13179 train 0.069104 13180 train 0.067623 13181 train 0.074266 13182 train 0.067340 13183 train 0.064916 13184 train 0.068721 13185 train 0.066426 13186 train 0.069289 13187 train 0.074818 13188 train 0.079567 13189 train 0.071980 13190 train 0.072633 13191 train 0.071351 13192 train 0.072433 13193 train 0.067703 13194 train 0.067878 13195 train 0.077098 13196 train 0.064706 13197 train 0.069422 13198 train 0.066046 13199 train 0.061559 13200 val 17.6288 13200 train 0.066289 13201 train 0.065463 13202 train 0.065060 13203 train 0.067482 13204 train 0.068335 13205 train 0.073536 13206 train 0.069409 13207 train 0.067311 13208 train 0.069888 13209 train 0.083456 13210 train 0.069909 13211 train 0.064653 13212 train 0.069156 13213 train 0.071146 13214 train 0.065133 13215 train 0.069599 13216 train 0.066217 13217 train 0.064071 13218 train 0.068567 13219 train 0.064442 13220 train 0.067981 13221 train 0.070671 13222 train 0.066788 13223 train 0.068219 13224 train 0.073737 13225 val 17.5453 13225 train 0.071388 13226 train 0.061475 13227 train 0.069785 13228 train 0.069180 13229 train 0.063526 13230 train 0.065077 13231 train 0.068254 13232 train 0.069594 13233 train 0.066075 13234 train 0.060748 13235 train 0.064753 13236 train 0.064085 13237 train 0.063273 13238 train 0.060860 13239 train 0.062601 13240 train 0.063588 13241 train 0.063451 13242 train 0.064011 13243 train 0.075628 13244 train 0.063296 13245 train 0.066582 13246 train 0.064627 13247 train 0.065043 13248 train 0.079457 13249 train 0.066504 13250 val 17.5158 13250 train 0.067191 13251 train 0.068869 13252 train 0.065252 13253 train 0.058885 13254 train 0.070009 13255 train 0.056047 13256 train 0.063063 13257 train 0.065204 13258 train 0.059538 13259 train 0.064454 13260 train 0.072027 13261 train 0.071231 13262 train 0.073916 13263 train 0.067138 13264 train 0.063716 13265 train 0.075749 13266 train 0.075175 13267 train 0.067173 13268 train 0.071254 13269 train 0.063611 13270 train 0.070618 13271 train 0.067801 13272 train 0.069341 13273 train 0.067131 13274 train 0.063351 13275 val 17.5420 13275 train 0.066213 13276 train 0.068859 13277 train 0.065004 13278 train 0.061647 13279 train 0.061911 13280 train 0.058819 13281 train 0.072163 13282 train 0.066403 13283 train 0.059428 13284 train 0.068157 13285 train 0.071489 13286 train 0.069946 13287 train 0.061646 13288 train 0.069144 13289 train 0.066832 13290 train 0.066890 13291 train 0.060340 13292 train 0.062157 13293 train 0.063316 13294 train 0.062219 13295 train 0.066043 13296 train 0.066837 13297 train 0.061648 13298 train 0.068709 13299 train 0.069661 13300 val 17.5801 13300 train 0.067292 13301 train 0.067625 13302 train 0.075513 13303 train 0.065027 13304 train 0.070871 13305 train 0.063033 13306 train 0.076080 13307 train 0.072059 13308 train 0.076317 13309 train 0.066213 13310 train 0.066444 13311 train 0.067281 13312 train 0.066353 13313 train 0.071312 13314 train 0.065649 13315 train 0.064123 13316 train 0.060155 13317 train 0.059880 13318 train 0.063585 13319 train 0.061277 13320 train 0.064698 13321 train 0.063872 13322 train 0.069020 13323 train 0.066098 13324 train 0.064389 13325 val 17.4924 13325 train 0.061072 13326 train 0.061907 13327 train 0.063206 13328 train 0.067495 13329 train 0.067766 13330 train 0.062412 13331 train 0.066147 13332 train 0.063844 13333 train 0.064763 13334 train 0.065991 13335 train 0.076586 13336 train 0.066423 13337 train 0.060900 13338 train 0.060306 13339 train 0.067382 13340 train 0.066613 13341 train 0.068892 13342 train 0.071690 13343 train 0.064271 13344 train 0.075154 13345 train 0.068315 13346 train 0.069466 13347 train 0.064496 13348 train 0.067246 13349 train 0.065556 13350 val 17.5687 13350 train 0.061732 13351 train 0.061549 13352 train 0.063638 13353 train 0.062404 13354 train 0.068023 13355 train 0.073072 13356 train 0.072010 13357 train 0.065011 13358 train 0.068645 13359 train 0.065909 13360 train 0.069108 13361 train 0.067269 13362 train 0.060021 13363 train 0.064818 13364 train 0.066802 13365 train 0.072054 13366 train 0.069142 13367 train 0.065794 13368 train 0.071290 13369 train 0.066204 13370 train 0.063188 13371 train 0.066500 13372 train 0.068670 13373 train 0.061571 13374 train 0.065114 13375 val 17.4958 13375 train 0.063314 13376 train 0.065940 13377 train 0.066829 13378 train 0.068670 13379 train 0.062600 13380 train 0.073777 13381 train 0.066427 13382 train 0.072368 13383 train 0.067540 13384 train 0.064426 13385 train 0.075174 13386 train 0.071222 13387 train 0.065564 13388 train 0.070859 13389 train 0.067114 13390 train 0.061209 13391 train 0.063579 13392 train 0.070317 13393 train 0.068962 13394 train 0.069174 13395 train 0.065075 13396 train 0.065326 13397 train 0.074071 13398 train 0.062168 13399 train 0.067198 13400 val 17.4886 13400 train 0.067531 13401 train 0.069765 13402 train 0.069104 13403 train 0.071407 13404 train 0.068451 13405 train 0.065210 13406 train 0.062363 13407 train 0.071813 13408 train 0.067954 13409 train 0.064475 13410 train 0.068233 13411 train 0.062817 13412 train 0.069109 13413 train 0.067296 13414 train 0.063565 13415 train 0.067912 13416 train 0.063261 13417 train 0.066641 13418 train 0.061992 13419 train 0.069727 13420 train 0.062459 13421 train 0.063124 13422 train 0.068177 13423 train 0.070089 13424 train 0.067371 13425 val 17.5524 13425 train 0.062383 13426 train 0.065258 13427 train 0.063645 13428 train 0.064321 13429 train 0.064586 13430 train 0.068402 13431 train 0.063263 13432 train 0.066710 13433 train 0.067387 13434 train 0.065430 13435 train 0.073911 13436 train 0.063787 13437 train 0.065560 13438 train 0.066509 13439 train 0.066190 13440 train 0.061485 13441 train 0.066161 13442 train 0.067651 13443 train 0.070709 13444 train 0.067473 13445 train 0.069366 13446 train 0.067718 13447 train 0.061150 13448 train 0.071296 13449 train 0.073598 13450 val 17.5644 13450 train 0.057817 13451 train 0.067928 13452 train 0.066195 13453 train 0.064343 13454 train 0.063610 13455 train 0.064285 13456 train 0.069342 13457 train 0.071399 13458 train 0.067219 13459 train 0.066542 13460 train 0.065731 13461 train 0.071382 13462 train 0.063458 13463 train 0.064384 13464 train 0.064598 13465 train 0.063839 13466 train 0.062366 13467 train 0.063758 13468 train 0.068845 13469 train 0.063286 13470 train 0.063984 13471 train 0.060568 13472 train 0.063823 13473 train 0.063925 13474 train 0.065272 13475 val 17.4891 13475 train 0.066172 13476 train 0.070235 13477 train 0.070189 13478 train 0.066100 13479 train 0.067233 13480 train 0.068098 13481 train 0.065412 13482 train 0.067851 13483 train 0.064084 13484 train 0.072391 13485 train 0.067735 13486 train 0.068228 13487 train 0.061297 13488 train 0.058539 13489 train 0.060087 13490 train 0.067296 13491 train 0.064133 13492 train 0.066864 13493 train 0.062344 13494 train 0.067776 13495 train 0.068846 13496 train 0.066278 13497 train 0.067424 13498 train 0.062555 13499 train 0.060892 13500 val 17.5142 13500 train 0.065134 13501 train 0.059016 13502 train 0.064422 13503 train 0.060785 13504 train 0.066076 13505 train 0.060548 13506 train 0.060308 13507 train 0.061481 13508 train 0.058166 13509 train 0.064928 13510 train 0.060975 13511 train 0.059536 13512 train 0.063936 13513 train 0.067856 13514 train 0.064389 13515 train 0.067704 13516 train 0.061906 13517 train 0.064610 13518 train 0.069834 13519 train 0.075409 13520 train 0.067065 13521 train 0.068588 13522 train 0.070117 13523 train 0.063162 13524 train 0.069144 13525 val 17.5932 13525 train 0.070592 13526 train 0.068245 13527 train 0.065111 13528 train 0.068586 13529 train 0.065639 13530 train 0.065990 13531 train 0.061470 13532 train 0.063560 13533 train 0.063873 13534 train 0.069699 13535 train 0.067868 13536 train 0.064032 13537 train 0.065774 13538 train 0.063203 13539 train 0.069646 13540 train 0.068551 13541 train 0.063574 13542 train 0.062417 13543 train 0.067801 13544 train 0.064770 13545 train 0.069772 13546 train 0.061996 13547 train 0.061710 13548 train 0.060555 13549 train 0.062684 13550 val 17.6465 13550 train 0.065689 13551 train 0.067356 13552 train 0.067207 13553 train 0.062801 13554 train 0.064161 13555 train 0.066410 13556 train 0.064784 13557 train 0.072050 13558 train 0.067976 13559 train 0.066410 13560 train 0.070464 13561 train 0.072273 13562 train 0.067248 13563 train 0.071969 13564 train 0.063537 13565 train 0.063013 13566 train 0.068924 13567 train 0.069213 13568 train 0.068209 13569 train 0.062501 13570 train 0.064225 13571 train 0.061081 13572 train 0.063485 13573 train 0.060191 13574 train 0.067197 13575 val 17.4988 13575 train 0.068073 13576 train 0.063038 13577 train 0.070168 13578 train 0.064382 13579 train 0.075253 13580 train 0.060396 13581 train 0.063685 13582 train 0.061228 13583 train 0.061925 13584 train 0.069215 13585 train 0.061723 13586 train 0.069139 13587 train 0.076862 13588 train 0.061593 13589 train 0.060978 13590 train 0.061078 13591 train 0.065753 13592 train 0.060361 13593 train 0.067161 13594 train 0.067276 13595 train 0.068632 13596 train 0.067425 13597 train 0.066303 13598 train 0.068378 13599 train 0.065271 13600 val 17.6119 13600 train 0.062726 13601 train 0.068321 13602 train 0.076615 13603 train 0.066573 13604 train 0.069215 13605 train 0.061111 13606 train 0.063377 13607 train 0.062066 13608 train 0.061747 13609 train 0.062637 13610 train 0.060121 13611 train 0.065055 13612 train 0.063586 13613 train 0.065607 13614 train 0.067198 13615 train 0.068077 13616 train 0.066454 13617 train 0.071920 13618 train 0.070716 13619 train 0.061551 13620 train 0.069263 13621 train 0.067890 13622 train 0.065416 13623 train 0.070489 13624 train 0.068956 13625 val 17.7077 13625 train 0.068974 13626 train 0.062006 13627 train 0.062137 13628 train 0.061869 13629 train 0.060385 13630 train 0.059104 13631 train 0.064094 13632 train 0.069102 13633 train 0.062558 13634 train 0.064153 13635 train 0.066558 13636 train 0.061420 13637 train 0.072474 13638 train 0.070811 13639 train 0.059609 13640 train 0.066689 13641 train 0.063349 13642 train 0.063367 13643 train 0.061304 13644 train 0.064150 13645 train 0.064843 13646 train 0.061924 13647 train 0.063560 13648 train 0.059891 13649 train 0.061245 13650 val 17.5800 13650 train 0.062191 13651 train 0.061570 13652 train 0.061739 13653 train 0.066878 13654 train 0.067136 13655 train 0.061637 13656 train 0.072460 13657 train 0.064243 13658 train 0.060275 13659 train 0.069320 13660 train 0.065990 13661 train 0.064967 13662 train 0.062018 13663 train 0.061026 13664 train 0.063080 13665 train 0.066150 13666 train 0.061280 13667 train 0.066597 13668 train 0.061953 13669 train 0.063743 13670 train 0.065939 13671 train 0.061311 13672 train 0.062502 13673 train 0.066065 13674 train 0.065927 13675 val 17.5414 13675 train 0.066460 13676 train 0.072733 13677 train 0.056989 13678 train 0.063728 13679 train 0.062363 13680 train 0.065363 13681 train 0.061582 13682 train 0.065552 13683 train 0.059881 13684 train 0.060990 13685 train 0.063237 13686 train 0.056916 13687 train 0.060790 13688 train 0.060964 13689 train 0.056561 13690 train 0.061120 13691 train 0.064271 13692 train 0.067832 13693 train 0.067426 13694 train 0.066182 13695 train 0.067228 13696 train 0.070499 13697 train 0.065371 13698 train 0.065177 13699 train 0.067700 13700 val 17.6414 13700 train 0.067013 13701 train 0.063834 13702 train 0.063331 13703 train 0.068739 13704 train 0.057442 13705 train 0.063455 13706 train 0.063005 13707 train 0.059976 13708 train 0.068942 13709 train 0.057506 13710 train 0.055893 13711 train 0.062716 13712 train 0.064827 13713 train 0.068888 13714 train 0.063796 13715 train 0.065660 13716 train 0.070248 13717 train 0.066265 13718 train 0.068666 13719 train 0.062089 13720 train 0.065952 13721 train 0.065263 13722 train 0.060763 13723 train 0.066859 13724 train 0.065649 13725 val 17.6094 13725 train 0.059242 13726 train 0.059655 13727 train 0.068615 13728 train 0.070481 13729 train 0.058520 13730 train 0.063521 13731 train 0.066272 13732 train 0.065971 13733 train 0.071605 13734 train 0.069584 13735 train 0.068187 13736 train 0.067305 13737 train 0.070162 13738 train 0.068455 13739 train 0.065538 13740 train 0.063222 13741 train 0.076809 13742 train 0.065542 13743 train 0.064726 13744 train 0.064986 13745 train 0.060766 13746 train 0.060921 13747 train 0.059939 13748 train 0.065965 13749 train 0.066204 13750 val 17.6062 13750 train 0.060600 13751 train 0.067566 13752 train 0.066522 13753 train 0.061664 13754 train 0.065683 13755 train 0.065912 13756 train 0.064354 13757 train 0.063105 13758 train 0.063757 13759 train 0.069773 13760 train 0.065446 13761 train 0.059487 13762 train 0.060953 13763 train 0.064611 13764 train 0.064801 13765 train 0.062409 13766 train 0.059588 13767 train 0.063133 13768 train 0.066785 13769 train 0.064118 13770 train 0.065367 13771 train 0.059698 13772 train 0.066320 13773 train 0.068215 13774 train 0.070255 13775 val 17.6235 13775 train 0.065092 13776 train 0.060322 13777 train 0.075767 13778 train 0.070338 13779 train 0.071874 13780 train 0.066530 13781 train 0.066476 13782 train 0.066207 13783 train 0.063626 13784 train 0.059488 13785 train 0.059943 13786 train 0.062030 13787 train 0.056905 13788 train 0.058479 13789 train 0.063332 13790 train 0.061397 13791 train 0.062036 13792 train 0.068049 13793 train 0.067221 13794 train 0.067467 13795 train 0.062634 13796 train 0.058741 13797 train 0.061399 13798 train 0.056124 13799 train 0.065742 13800 val 17.5872 13800 train 0.065057 13801 train 0.066133 13802 train 0.066390 13803 train 0.063430 13804 train 0.063989 13805 train 0.066545 13806 train 0.059932 13807 train 0.065019 13808 train 0.068937 13809 train 0.062867 13810 train 0.063053 13811 train 0.062554 13812 train 0.064096 13813 train 0.062527 13814 train 0.062880 13815 train 0.061039 13816 train 0.069334 13817 train 0.066663 13818 train 0.067480 13819 train 0.067689 13820 train 0.065577 13821 train 0.060589 13822 train 0.067406 13823 train 0.065058 13824 train 0.063244 13825 val 17.6323 13825 train 0.060229 13826 train 0.064140 13827 train 0.061578 13828 train 0.064029 13829 train 0.063705 13830 train 0.064617 13831 train 0.061872 13832 train 0.063145 13833 train 0.065087 13834 train 0.059596 13835 train 0.056920 13836 train 0.066156 13837 train 0.068208 13838 train 0.066969 13839 train 0.062792 13840 train 0.057125 13841 train 0.061340 13842 train 0.062365 13843 train 0.058992 13844 train 0.062309 13845 train 0.058800 13846 train 0.066804 13847 train 0.060568 13848 train 0.061584 13849 train 0.059384 13850 val 17.6332 13850 train 0.058500 13851 train 0.062133 13852 train 0.058598 13853 train 0.065924 13854 train 0.064128 13855 train 0.066325 13856 train 0.060819 13857 train 0.064122 13858 train 0.066189 13859 train 0.065706 13860 train 0.058689 13861 train 0.058685 13862 train 0.062495 13863 train 0.059430 13864 train 0.056228 13865 train 0.061502 13866 train 0.065235 13867 train 0.062703 13868 train 0.061086 13869 train 0.066082 13870 train 0.062818 13871 train 0.055897 13872 train 0.060101 13873 train 0.063817 13874 train 0.066102 13875 val 17.5344 13875 train 0.063213 13876 train 0.059153 13877 train 0.058133 13878 train 0.064555 13879 train 0.059993 13880 train 0.062982 13881 train 0.062784 13882 train 0.059674 13883 train 0.058293 13884 train 0.071521 13885 train 0.061613 13886 train 0.063073 13887 train 0.065339 13888 train 0.060251 13889 train 0.068673 13890 train 0.063460 13891 train 0.058709 13892 train 0.056788 13893 train 0.062481 13894 train 0.062486 13895 train 0.060258 13896 train 0.064371 13897 train 0.062421 13898 train 0.061199 13899 train 0.057173 13900 val 17.6708 13900 train 0.063116 13901 train 0.063459 13902 train 0.056746 13903 train 0.064743 13904 train 0.066347 13905 train 0.063896 13906 train 0.061421 13907 train 0.063186 13908 train 0.071953 13909 train 0.062258 13910 train 0.063869 13911 train 0.068316 13912 train 0.063891 13913 train 0.060945 13914 train 0.061440 13915 train 0.065878 13916 train 0.063548 13917 train 0.062663 13918 train 0.064896 13919 train 0.060772 13920 train 0.064422 13921 train 0.068155 13922 train 0.065977 13923 train 0.068693 13924 train 0.066742 13925 val 17.7294 13925 train 0.063428 13926 train 0.063913 13927 train 0.062312 13928 train 0.061603 13929 train 0.063571 13930 train 0.060469 13931 train 0.058040 13932 train 0.065685 13933 train 0.064197 13934 train 0.061208 13935 train 0.059019 13936 train 0.060962 13937 train 0.064257 13938 train 0.061247 13939 train 0.058921 13940 train 0.058878 13941 train 0.061137 13942 train 0.070941 13943 train 0.060828 13944 train 0.064488 13945 train 0.065742 13946 train 0.061804 13947 train 0.066978 13948 train 0.054529 13949 train 0.060314 13950 val 17.6267 13950 train 0.065019 13951 train 0.062975 13952 train 0.064078 13953 train 0.066668 13954 train 0.064541 13955 train 0.066415 13956 train 0.058553 13957 train 0.060786 13958 train 0.063606 13959 train 0.064764 13960 train 0.061902 13961 train 0.064529 13962 train 0.059480 13963 train 0.060497 13964 train 0.064591 13965 train 0.062988 13966 train 0.066130 13967 train 0.061754 13968 train 0.066244 13969 train 0.066379 13970 train 0.058708 13971 train 0.064884 13972 train 0.066101 13973 train 0.065752 13974 train 0.062043 13975 val 17.5980 13975 train 0.059196 13976 train 0.059074 13977 train 0.067065 13978 train 0.065337 13979 train 0.062210 13980 train 0.061816 13981 train 0.058003 13982 train 0.062916 13983 train 0.064270 13984 train 0.065727 13985 train 0.058587 13986 train 0.066100 13987 train 0.062039 13988 train 0.063173 13989 train 0.071056 13990 train 0.064200 13991 train 0.072010 13992 train 0.063222 13993 train 0.058413 13994 train 0.058939 13995 train 0.068512 13996 train 0.058807 13997 train 0.059955 13998 train 0.060688 13999 train 0.062582 14000 val 17.6549 14000 train 0.063223 14001 train 0.064207 14002 train 0.061282 14003 train 0.064927 14004 train 0.061548 14005 train 0.059950 14006 train 0.061043 14007 train 0.071686 14008 train 0.069030 14009 train 0.062298 14010 train 0.070450 14011 train 0.062422 14012 train 0.066147 14013 train 0.074471 14014 train 0.063643 14015 train 0.063458 14016 train 0.060022 14017 train 0.066028 14018 train 0.056888 14019 train 0.065820 14020 train 0.071365 14021 train 0.064323 14022 train 0.063265 14023 train 0.063427 14024 train 0.062372 14025 val 17.7019 14025 train 0.063144 14026 train 0.066577 14027 train 0.068849 14028 train 0.068613 14029 train 0.060922 14030 train 0.061966 14031 train 0.071384 14032 train 0.061453 14033 train 0.066043 14034 train 0.062682 14035 train 0.062825 14036 train 0.062650 14037 train 0.068101 14038 train 0.070545 14039 train 0.065219 14040 train 0.060425 14041 train 0.060255 14042 train 0.062165 14043 train 0.064363 14044 train 0.066705 14045 train 0.066200 14046 train 0.061372 14047 train 0.060357 14048 train 0.068084 14049 train 0.073630 14050 val 17.6111 14050 train 0.073444 14051 train 0.063413 14052 train 0.062382 14053 train 0.062843 14054 train 0.061060 14055 train 0.062714 14056 train 0.064394 14057 train 0.058552 14058 train 0.060739 14059 train 0.063972 14060 train 0.058922 14061 train 0.064459 14062 train 0.063861 14063 train 0.061590 14064 train 0.060959 14065 train 0.065006 14066 train 0.067555 14067 train 0.065607 14068 train 0.061559 14069 train 0.066222 14070 train 0.067134 14071 train 0.065537 14072 train 0.065268 14073 train 0.068076 14074 train 0.062067 14075 val 17.6723 14075 train 0.058914 14076 train 0.062755 14077 train 0.061926 14078 train 0.059027 14079 train 0.060470 14080 train 0.066770 14081 train 0.055941 14082 train 0.063818 14083 train 0.071959 14084 train 0.059617 14085 train 0.063968 14086 train 0.067678 14087 train 0.063540 14088 train 0.065473 14089 train 0.065799 14090 train 0.060535 14091 train 0.064265 14092 train 0.063215 14093 train 0.061993 14094 train 0.063355 14095 train 0.061159 14096 train 0.059912 14097 train 0.063820 14098 train 0.060303 14099 train 0.061812 14100 val 17.6591 14100 train 0.059073 14101 train 0.062890 14102 train 0.061969 14103 train 0.054767 14104 train 0.061107 14105 train 0.061328 14106 train 0.061278 14107 train 0.061634 14108 train 0.065758 14109 train 0.067762 14110 train 0.063924 14111 train 0.065080 14112 train 0.069679 14113 train 0.058784 14114 train 0.064739 14115 train 0.063639 14116 train 0.061096 14117 train 0.058790 14118 train 0.057753 14119 train 0.058293 14120 train 0.053169 14121 train 0.064293 14122 train 0.071530 14123 train 0.061626 14124 train 0.068293 14125 val 17.6708 14125 train 0.060195 14126 train 0.059581 14127 train 0.065406 14128 train 0.059737 14129 train 0.059334 14130 train 0.062031 14131 train 0.060325 14132 train 0.059887 14133 train 0.064660 14134 train 0.063760 14135 train 0.059098 14136 train 0.065473 14137 train 0.059088 14138 train 0.059715 14139 train 0.056824 14140 train 0.063761 14141 train 0.063634 14142 train 0.063489 14143 train 0.060573 14144 train 0.062600 14145 train 0.067215 14146 train 0.063359 14147 train 0.064803 14148 train 0.066266 14149 train 0.059553 14150 val 17.6620 14150 train 0.057196 14151 train 0.063043 14152 train 0.063129 14153 train 0.060691 14154 train 0.062542 14155 train 0.060784 14156 train 0.060438 14157 train 0.055568 14158 train 0.062343 14159 train 0.056933 14160 train 0.058588 14161 train 0.056210 14162 train 0.055893 14163 train 0.066659 14164 train 0.061589 14165 train 0.062050 14166 train 0.060783 14167 train 0.062405 14168 train 0.061535 14169 train 0.058805 14170 train 0.066264 14171 train 0.073056 14172 train 0.058437 14173 train 0.058032 14174 train 0.060626 14175 val 17.7930 14175 train 0.058801 14176 train 0.061328 14177 train 0.060655 14178 train 0.060323 14179 train 0.054841 14180 train 0.060505 14181 train 0.062229 14182 train 0.055656 14183 train 0.060401 14184 train 0.063673 14185 train 0.058273 14186 train 0.058084 14187 train 0.063445 14188 train 0.057022 14189 train 0.065189 14190 train 0.060623 14191 train 0.051338 14192 train 0.056361 14193 train 0.059098 14194 train 0.061694 14195 train 0.059291 14196 train 0.060836 14197 train 0.056043 14198 train 0.052153 14199 train 0.057280 14200 val 17.6504 14200 train 0.060101 14201 train 0.054393 14202 train 0.058552 14203 train 0.058591 14204 train 0.068332 14205 train 0.059272 14206 train 0.057919 14207 train 0.060726 14208 train 0.061218 14209 train 0.067254 14210 train 0.060035 14211 train 0.063098 14212 train 0.062723 14213 train 0.060054 14214 train 0.063971 14215 train 0.059654 14216 train 0.064859 14217 train 0.059849 14218 train 0.058315 14219 train 0.058963 14220 train 0.064429 14221 train 0.065307 14222 train 0.055783 14223 train 0.059798 14224 train 0.061674 14225 val 17.6825 14225 train 0.060084 14226 train 0.062735 14227 train 0.056386 14228 train 0.057694 14229 train 0.068333 14230 train 0.061393 14231 train 0.059411 14232 train 0.060093 14233 train 0.055291 14234 train 0.058365 14235 train 0.054651 14236 train 0.055012 14237 train 0.061743 14238 train 0.061353 14239 train 0.051973 14240 train 0.059039 14241 train 0.058365 14242 train 0.056453 14243 train 0.057278 14244 train 0.058812 14245 train 0.063821 14246 train 0.061383 14247 train 0.071528 14248 train 0.058771 14249 train 0.056774 14250 val 17.7235 14250 train 0.060325 14251 train 0.062558 14252 train 0.064087 14253 train 0.066594 14254 train 0.061089 14255 train 0.060897 14256 train 0.061304 14257 train 0.059326 14258 train 0.059067 14259 train 0.054417 14260 train 0.055493 14261 train 0.058843 14262 train 0.058176 14263 train 0.058506 14264 train 0.061742 14265 train 0.066165 14266 train 0.058095 14267 train 0.058861 14268 train 0.065687 14269 train 0.062790 14270 train 0.067094 14271 train 0.053038 14272 train 0.059735 14273 train 0.059838 14274 train 0.062862 14275 val 17.7329 14275 train 0.059326 14276 train 0.061994 14277 train 0.056346 14278 train 0.060253 14279 train 0.057863 14280 train 0.060921 14281 train 0.062893 14282 train 0.060372 14283 train 0.061760 14284 train 0.054169 14285 train 0.059304 14286 train 0.066760 14287 train 0.057982 14288 train 0.065827 14289 train 0.065504 14290 train 0.064471 14291 train 0.054207 14292 train 0.063296 14293 train 0.061139 14294 train 0.060680 14295 train 0.064320 14296 train 0.059703 14297 train 0.062888 14298 train 0.060778 14299 train 0.063463 14300 val 17.6689 14300 train 0.059990 14301 train 0.062004 14302 train 0.062628 14303 train 0.063782 14304 train 0.059943 14305 train 0.060055 14306 train 0.067842 14307 train 0.061768 14308 train 0.058330 14309 train 0.062571 14310 train 0.067710 14311 train 0.058867 14312 train 0.062773 14313 train 0.055407 14314 train 0.055815 14315 train 0.059887 14316 train 0.058152 14317 train 0.055091 14318 train 0.057744 14319 train 0.053869 14320 train 0.057008 14321 train 0.062591 14322 train 0.061817 14323 train 0.058939 14324 train 0.059283 14325 val 17.6913 14325 train 0.067854 14326 train 0.057942 14327 train 0.055306 14328 train 0.068680 14329 train 0.062519 14330 train 0.063448 14331 train 0.061660 14332 train 0.059640 14333 train 0.056932 14334 train 0.063267 14335 train 0.062429 14336 train 0.061974 14337 train 0.056176 14338 train 0.060183 14339 train 0.069274 14340 train 0.063588 14341 train 0.059513 14342 train 0.060720 14343 train 0.063983 14344 train 0.061526 14345 train 0.061717 14346 train 0.067414 14347 train 0.060288 14348 train 0.072551 14349 train 0.060230 14350 val 17.7300 14350 train 0.062062 14351 train 0.064081 14352 train 0.058709 14353 train 0.058327 14354 train 0.062210 14355 train 0.056546 14356 train 0.057628 14357 train 0.061766 14358 train 0.064232 14359 train 0.058522 14360 train 0.060295 14361 train 0.082826 14362 train 0.057474 14363 train 0.060923 14364 train 0.062943 14365 train 0.063726 14366 train 0.062499 14367 train 0.063208 14368 train 0.059341 14369 train 0.061158 14370 train 0.056568 14371 train 0.060738 14372 train 0.060554 14373 train 0.062831 14374 train 0.058941 14375 val 17.7054 14375 train 0.060939 14376 train 0.071164 14377 train 0.069378 14378 train 0.064069 14379 train 0.069009 14380 train 0.064830 14381 train 0.065124 14382 train 0.056048 14383 train 0.058219 14384 train 0.081639 14385 train 0.060333 14386 train 0.056650 14387 train 0.062336 14388 train 0.060242 14389 train 0.059172 14390 train 0.063934 14391 train 0.059178 14392 train 0.061056 14393 train 0.059654 14394 train 0.064342 14395 train 0.056671 14396 train 0.052239 14397 train 0.064959 14398 train 0.062369 14399 train 0.062010 14400 val 17.7760 14400 train 0.055433 14401 train 0.059852 14402 train 0.062009 14403 train 0.061225 14404 train 0.064118 14405 train 0.065490 14406 train 0.057791 14407 train 0.057707 14408 train 0.057209 14409 train 0.055195 14410 train 0.058635 14411 train 0.064912 14412 train 0.064176 14413 train 0.061055 14414 train 0.056694 14415 train 0.061311 14416 train 0.068347 14417 train 0.062117 14418 train 0.061494 14419 train 0.057606 14420 train 0.060434 14421 train 0.058783 14422 train 0.064972 14423 train 0.058286 14424 train 0.058970 14425 val 17.6650 14425 train 0.062712 14426 train 0.060674 14427 train 0.063972 14428 train 0.058921 14429 train 0.057594 14430 train 0.055467 14431 train 0.057764 14432 train 0.057543 14433 train 0.064725 14434 train 0.057528 14435 train 0.055924 14436 train 0.057276 14437 train 0.060161 14438 train 0.067554 14439 train 0.057196 14440 train 0.065059 14441 train 0.065144 14442 train 0.061738 14443 train 0.060492 14444 train 0.059307 14445 train 0.055988 14446 train 0.057467 14447 train 0.060016 14448 train 0.056943 14449 train 0.067332 14450 val 17.6797 14450 train 0.055766 14451 train 0.059282 14452 train 0.062333 14453 train 0.055875 14454 train 0.059221 14455 train 0.062267 14456 train 0.062226 14457 train 0.064961 14458 train 0.062089 14459 train 0.063140 14460 train 0.056922 14461 train 0.062054 14462 train 0.057403 14463 train 0.062505 14464 train 0.060679 14465 train 0.066331 14466 train 0.061094 14467 train 0.059457 14468 train 0.055513 14469 train 0.065173 14470 train 0.056075 14471 train 0.058206 14472 train 0.059346 14473 train 0.057244 14474 train 0.068388 14475 val 17.7177 14475 train 0.060527 14476 train 0.066358 14477 train 0.054316 14478 train 0.059011 14479 train 0.065826 14480 train 0.060694 14481 train 0.059457 14482 train 0.055522 14483 train 0.057097 14484 train 0.052540 14485 train 0.060146 14486 train 0.061935 14487 train 0.062161 14488 train 0.058968 14489 train 0.060049 14490 train 0.059935 14491 train 0.058538 14492 train 0.057223 14493 train 0.060468 14494 train 0.057456 14495 train 0.061097 14496 train 0.060679 14497 train 0.059636 14498 train 0.063435 14499 train 0.064716 14500 val 17.7517 14500 train 0.068787 14501 train 0.062780 14502 train 0.056281 14503 train 0.059425 14504 train 0.062508 14505 train 0.059845 14506 train 0.065490 14507 train 0.058361 14508 train 0.058673 14509 train 0.058231 14510 train 0.056340 14511 train 0.057246 14512 train 0.071677 14513 train 0.058366 14514 train 0.063390 14515 train 0.059614 14516 train 0.059405 14517 train 0.062336 14518 train 0.057600 14519 train 0.057738 14520 train 0.052555 14521 train 0.062218 14522 train 0.053450 14523 train 0.062153 14524 train 0.056362 14525 val 17.6895 14525 train 0.059713 14526 train 0.061421 14527 train 0.061548 14528 train 0.067075 14529 train 0.059779 14530 train 0.060955 14531 train 0.055479 14532 train 0.057354 14533 train 0.058313 14534 train 0.059754 14535 train 0.060289 14536 train 0.067146 14537 train 0.060389 14538 train 0.057734 14539 train 0.060616 14540 train 0.058128 14541 train 0.059198 14542 train 0.066432 14543 train 0.069775 14544 train 0.060709 14545 train 0.059390 14546 train 0.054488 14547 train 0.060693 14548 train 0.058639 14549 train 0.060332 14550 val 17.7558 14550 train 0.056106 14551 train 0.056447 14552 train 0.062142 14553 train 0.060932 14554 train 0.062555 14555 train 0.057682 14556 train 0.056333 14557 train 0.061531 14558 train 0.060696 14559 train 0.060619 14560 train 0.058422 14561 train 0.064309 14562 train 0.057466 14563 train 0.057446 14564 train 0.061384 14565 train 0.065249 14566 train 0.061117 14567 train 0.060735 14568 train 0.061019 14569 train 0.057022 14570 train 0.057001 14571 train 0.056874 14572 train 0.054152 14573 train 0.056711 14574 train 0.060936 14575 val 17.7252 14575 train 0.059939 14576 train 0.060460 14577 train 0.060286 14578 train 0.070402 14579 train 0.059428 14580 train 0.060559 14581 train 0.057280 14582 train 0.056860 14583 train 0.059438 14584 train 0.058339 14585 train 0.065230 14586 train 0.061551 14587 train 0.056635 14588 train 0.053791 14589 train 0.059667 14590 train 0.058563 14591 train 0.056602 14592 train 0.057810 14593 train 0.051338 14594 train 0.053665 14595 train 0.061318 14596 train 0.062487 14597 train 0.060208 14598 train 0.056513 14599 train 0.060406 14600 val 17.6954 14600 train 0.058678 14601 train 0.057536 14602 train 0.064554 14603 train 0.061537 14604 train 0.060610 14605 train 0.058906 14606 train 0.061498 14607 train 0.055667 14608 train 0.059490 14609 train 0.054721 14610 train 0.057420 14611 train 0.053160 14612 train 0.057232 14613 train 0.059117 14614 train 0.061440 14615 train 0.057201 14616 train 0.061145 14617 train 0.058664 14618 train 0.060452 14619 train 0.057182 14620 train 0.060573 14621 train 0.062738 14622 train 0.053165 14623 train 0.056753 14624 train 0.055008 14625 val 17.7261 14625 train 0.054989 14626 train 0.061278 14627 train 0.058042 14628 train 0.060315 14629 train 0.056372 14630 train 0.054829 14631 train 0.058540 14632 train 0.059118 14633 train 0.055224 14634 train 0.055669 14635 train 0.057809 14636 train 0.054505 14637 train 0.056054 14638 train 0.061170 14639 train 0.063742 14640 train 0.058130 14641 train 0.060633 14642 train 0.064264 14643 train 0.064166 14644 train 0.059417 14645 train 0.059859 14646 train 0.064211 14647 train 0.059107 14648 train 0.057648 14649 train 0.061385 14650 val 17.8010 14650 train 0.055928 14651 train 0.058132 14652 train 0.061210 14653 train 0.062407 14654 train 0.063452 14655 train 0.068159 14656 train 0.060756 14657 train 0.057918 14658 train 0.061057 14659 train 0.061166 14660 train 0.058505 14661 train 0.059888 14662 train 0.060518 14663 train 0.063043 14664 train 0.059099 14665 train 0.057953 14666 train 0.060946 14667 train 0.058686 14668 train 0.055082 14669 train 0.056695 14670 train 0.058418 14671 train 0.056971 14672 train 0.059059 14673 train 0.055195 14674 train 0.058617 14675 val 17.7693 14675 train 0.054097 14676 train 0.061318 14677 train 0.062430 14678 train 0.062898 14679 train 0.060779 14680 train 0.067048 14681 train 0.062597 14682 train 0.065408 14683 train 0.062167 14684 train 0.060985 14685 train 0.058278 14686 train 0.059807 14687 train 0.059398 14688 train 0.056222 14689 train 0.064367 14690 train 0.059574 14691 train 0.058290 14692 train 0.054446 14693 train 0.060656 14694 train 0.062350 14695 train 0.062676 14696 train 0.056320 14697 train 0.062278 14698 train 0.059650 14699 train 0.058316 14700 val 17.6549 14700 train 0.061201 14701 train 0.053996 14702 train 0.061445 14703 train 0.059707 14704 train 0.054710 14705 train 0.060803 14706 train 0.056102 14707 train 0.059834 14708 train 0.055391 14709 train 0.060651 14710 train 0.053131 14711 train 0.059281 14712 train 0.053123 14713 train 0.056556 14714 train 0.060619 14715 train 0.061370 14716 train 0.062000 14717 train 0.060603 14718 train 0.065668 14719 train 0.068050 14720 train 0.060586 14721 train 0.059615 14722 train 0.059544 14723 train 0.055555 14724 train 0.061293 14725 val 17.7476 14725 train 0.064739 14726 train 0.063891 14727 train 0.055634 14728 train 0.061362 14729 train 0.059338 14730 train 0.058882 14731 train 0.061969 14732 train 0.054479 14733 train 0.058285 14734 train 0.062623 14735 train 0.066675 14736 train 0.059384 14737 train 0.061619 14738 train 0.061275 14739 train 0.061247 14740 train 0.060863 14741 train 0.067303 14742 train 0.061619 14743 train 0.057320 14744 train 0.056612 14745 train 0.062393 14746 train 0.057662 14747 train 0.053722 14748 train 0.049523 14749 train 0.054472 14750 val 17.8340 14750 train 0.061558 14751 train 0.059184 14752 train 0.064606 14753 train 0.062247 14754 train 0.057328 14755 train 0.061933 14756 train 0.055940 14757 train 0.064659 14758 train 0.061623 14759 train 0.060216 14760 train 0.069490 14761 train 0.060378 14762 train 0.059952 14763 train 0.059706 14764 train 0.057086 14765 train 0.053428 14766 train 0.052627 14767 train 0.056274 14768 train 0.061464 14769 train 0.059145 14770 train 0.059204 14771 train 0.059748 14772 train 0.062594 14773 train 0.056046 14774 train 0.062977 14775 val 17.7048 14775 train 0.055669 14776 train 0.058394 14777 train 0.060195 14778 train 0.055919 14779 train 0.064527 14780 train 0.058069 14781 train 0.063184 14782 train 0.058812 14783 train 0.057960 14784 train 0.060432 14785 train 0.058353 14786 train 0.051970 14787 train 0.055558 14788 train 0.055742 14789 train 0.049688 14790 train 0.055844 14791 train 0.061547 14792 train 0.059004 14793 train 0.058930 14794 train 0.058445 14795 train 0.062219 14796 train 0.062873 14797 train 0.060503 14798 train 0.059083 14799 train 0.058507 14800 val 17.7592 14800 train 0.058293 14801 train 0.053375 14802 train 0.056149 14803 train 0.058370 14804 train 0.059055 14805 train 0.058792 14806 train 0.057416 14807 train 0.049380 14808 train 0.056832 14809 train 0.057103 14810 train 0.061976 14811 train 0.060927 14812 train 0.064250 14813 train 0.060612 14814 train 0.059207 14815 train 0.059669 14816 train 0.059986 14817 train 0.060476 14818 train 0.060916 14819 train 0.061258 14820 train 0.065730 14821 train 0.062266 14822 train 0.060760 14823 train 0.052184 14824 train 0.053376 14825 val 17.8341 14825 train 0.054491 14826 train 0.054713 14827 train 0.054327 14828 train 0.057257 14829 train 0.057603 14830 train 0.057376 14831 train 0.055708 14832 train 0.056368 14833 train 0.055689 14834 train 0.061528 14835 train 0.063963 14836 train 0.063830 14837 train 0.058242 14838 train 0.062359 14839 train 0.060704 14840 train 0.056340 14841 train 0.061593 14842 train 0.059733 14843 train 0.052428 14844 train 0.061657 14845 train 0.061035 14846 train 0.059431 14847 train 0.056743 14848 train 0.055218 14849 train 0.055740 14850 val 17.7436 14850 train 0.066816 14851 train 0.055040 14852 train 0.060421 14853 train 0.054721 14854 train 0.059861 14855 train 0.061631 14856 train 0.062255 14857 train 0.063546 14858 train 0.058682 14859 train 0.059822 14860 train 0.061041 14861 train 0.058772 14862 train 0.060033 14863 train 0.052028 14864 train 0.063416 14865 train 0.061135 14866 train 0.056276 14867 train 0.056025 14868 train 0.053614 14869 train 0.062261 14870 train 0.060951 14871 train 0.057566 14872 train 0.060057 14873 train 0.064035 14874 train 0.066621 14875 val 17.7442 14875 train 0.061455 14876 train 0.054889 14877 train 0.067407 14878 train 0.068650 14879 train 0.064477 14880 train 0.062646 14881 train 0.065461 14882 train 0.056791 14883 train 0.060423 14884 train 0.057671 14885 train 0.053226 14886 train 0.057078 14887 train 0.057057 14888 train 0.060385 14889 train 0.059555 14890 train 0.056267 14891 train 0.051715 14892 train 0.056439 14893 train 0.063083 14894 train 0.060132 14895 train 0.055779 14896 train 0.055274 14897 train 0.059357 14898 train 0.061296 14899 train 0.056858 14900 val 17.8408 14900 train 0.065352 14901 train 0.066368 14902 train 0.056221 14903 train 0.052277 14904 train 0.055105 14905 train 0.054604 14906 train 0.058939 14907 train 0.055104 14908 train 0.054133 14909 train 0.059658 14910 train 0.059738 14911 train 0.058253 14912 train 0.065914 14913 train 0.057345 14914 train 0.062108 14915 train 0.059437 14916 train 0.061346 14917 train 0.058841 14918 train 0.059580 14919 train 0.059824 14920 train 0.063572 14921 train 0.059415 14922 train 0.063262 14923 train 0.055952 14924 train 0.054471 14925 val 17.8351 14925 train 0.053015 14926 train 0.063183 14927 train 0.049895 14928 train 0.056259 14929 train 0.060889 14930 train 0.058840 14931 train 0.059963 14932 train 0.055110 14933 train 0.059363 14934 train 0.053156 14935 train 0.055100 14936 train 0.069221 14937 train 0.065104 14938 train 0.058131 14939 train 0.058772 14940 train 0.058868 14941 train 0.060857 14942 train 0.057631 14943 train 0.054534 14944 train 0.055508 14945 train 0.056875 14946 train 0.053474 14947 train 0.061929 14948 train 0.058093 14949 train 0.056106 14950 val 17.8247 14950 train 0.056530 14951 train 0.057779 14952 train 0.060264 14953 train 0.060447 14954 train 0.060641 14955 train 0.051953 14956 train 0.059844 14957 train 0.054311 14958 train 0.058143 14959 train 0.058695 14960 train 0.055739 14961 train 0.052301 14962 train 0.056961 14963 train 0.056064 14964 train 0.056610 14965 train 0.057463 14966 train 0.053790 14967 train 0.058266 14968 train 0.059188 14969 train 0.055359 14970 train 0.056601 14971 train 0.058173 14972 train 0.060239 14973 train 0.071415 14974 train 0.059233 14975 val 17.8519 14975 train 0.060419 14976 train 0.062809 14977 train 0.061814 14978 train 0.059920 14979 train 0.057488 14980 train 0.063487 14981 train 0.056386 14982 train 0.054586 14983 train 0.054712 14984 train 0.059086 14985 train 0.053946 14986 train 0.057608 14987 train 0.058918 14988 train 0.052615 14989 train 0.051521 14990 train 0.057335 14991 train 0.057787 14992 train 0.062760 14993 train 0.057687 14994 train 0.060529 14995 train 0.053836 14996 train 0.055598 14997 train 0.060950 14998 train 0.071742 14999 train 0.055895 15000 val 17.7350 15000 train 0.054158 15001 train 0.055777 15002 train 0.055161 15003 train 0.056257 15004 train 0.054624 15005 train 0.059412 15006 train 0.061381 15007 train 0.057706 15008 train 0.059827 15009 train 0.067792 15010 train 0.059702 15011 train 0.058447 15012 train 0.059889 15013 train 0.054494 15014 train 0.058175 15015 train 0.062521 15016 train 0.062647 15017 train 0.055540 15018 train 0.054639 15019 train 0.057617 15020 train 0.058827 15021 train 0.059288 15022 train 0.051054 15023 train 0.053767 15024 train 0.057857 15025 val 17.7580 15025 train 0.057006 15026 train 0.053607 15027 train 0.052803 15028 train 0.059590 15029 train 0.062129 15030 train 0.057139 15031 train 0.057790 15032 train 0.053693 15033 train 0.061948 15034 train 0.061041 15035 train 0.057459 15036 train 0.057477 15037 train 0.053409 15038 train 0.058470 15039 train 0.060108 15040 train 0.054250 15041 train 0.057127 15042 train 0.058152 15043 train 0.052415 15044 train 0.057641 15045 train 0.060425 15046 train 0.050423 15047 train 0.056526 15048 train 0.053525 15049 train 0.058595 15050 val 17.6931 15050 train 0.059865 15051 train 0.056553 15052 train 0.055556 15053 train 0.057781 15054 train 0.057707 15055 train 0.052394 15056 train 0.054300 15057 train 0.052819 15058 train 0.057194 15059 train 0.057874 15060 train 0.062631 15061 train 0.054898 15062 train 0.052205 15063 train 0.056129 15064 train 0.061117 15065 train 0.056928 15066 train 0.056326 15067 train 0.057385 15068 train 0.055703 15069 train 0.059482 15070 train 0.058893 15071 train 0.057503 15072 train 0.063313 15073 train 0.056169 15074 train 0.058522 15075 val 17.7725 15075 train 0.054601 15076 train 0.056881 15077 train 0.056134 15078 train 0.059414 15079 train 0.059353 15080 train 0.059345 15081 train 0.059617 15082 train 0.052969 15083 train 0.054476 15084 train 0.055240 15085 train 0.056312 15086 train 0.057703 15087 train 0.060890 15088 train 0.058170 15089 train 0.055601 15090 train 0.058192 15091 train 0.057040 15092 train 0.053845 15093 train 0.062318 15094 train 0.057821 15095 train 0.056284 15096 train 0.062355 15097 train 0.056195 15098 train 0.052398 15099 train 0.054431 15100 val 17.8084 15100 train 0.053697 15101 train 0.054230 15102 train 0.054791 15103 train 0.053121 15104 train 0.054647 15105 train 0.059079 15106 train 0.056365 15107 train 0.055692 15108 train 0.058062 15109 train 0.057388 15110 train 0.056343 15111 train 0.055177 15112 train 0.059954 15113 train 0.062136 15114 train 0.061509 15115 train 0.061905 15116 train 0.056854 15117 train 0.062793 15118 train 0.053137 15119 train 0.058872 15120 train 0.057275 15121 train 0.051453 15122 train 0.057012 15123 train 0.058690 15124 train 0.053008 15125 val 17.8036 15125 train 0.055546 15126 train 0.063792 15127 train 0.061829 15128 train 0.061059 15129 train 0.066499 15130 train 0.055587 15131 train 0.061331 15132 train 0.066050 15133 train 0.055316 15134 train 0.052208 15135 train 0.056342 15136 train 0.057888 15137 train 0.050521 15138 train 0.056913 15139 train 0.056068 15140 train 0.057166 15141 train 0.053676 15142 train 0.055218 15143 train 0.056970 15144 train 0.054999 15145 train 0.057426 15146 train 0.057859 15147 train 0.054072 15148 train 0.061973 15149 train 0.059105 15150 val 17.7872 15150 train 0.063139 15151 train 0.057153 15152 train 0.054201 15153 train 0.058295 15154 train 0.058254 15155 train 0.061086 15156 train 0.057145 15157 train 0.052248 15158 train 0.055500 15159 train 0.062847 15160 train 0.053412 15161 train 0.056464 15162 train 0.052206 15163 train 0.053703 15164 train 0.055111 15165 train 0.060681 15166 train 0.057172 15167 train 0.062658 15168 train 0.058398 15169 train 0.057467 15170 train 0.055222 15171 train 0.058146 15172 train 0.059112 15173 train 0.055134 15174 train 0.056440 15175 val 17.8188 15175 train 0.053068 15176 train 0.056265 15177 train 0.056140 15178 train 0.056010 15179 train 0.055606 15180 train 0.058535 15181 train 0.050004 15182 train 0.058137 15183 train 0.055981 15184 train 0.055766 15185 train 0.054665 15186 train 0.056638 15187 train 0.060333 15188 train 0.053393 15189 train 0.058583 15190 train 0.059609 15191 train 0.057118 15192 train 0.058215 15193 train 0.055752 15194 train 0.055854 15195 train 0.062784 15196 train 0.049547 15197 train 0.054731 15198 train 0.052960 15199 train 0.055143 15200 val 17.8795 15200 train 0.053547 15201 train 0.058240 15202 train 0.060720 15203 train 0.053801 15204 train 0.056098 15205 train 0.060237 15206 train 0.055894 15207 train 0.055268 15208 train 0.052670 15209 train 0.058019 15210 train 0.057196 15211 train 0.053201 15212 train 0.054795 15213 train 0.055278 15214 train 0.052801 15215 train 0.061382 15216 train 0.053377 15217 train 0.048984 15218 train 0.052469 15219 train 0.060098 15220 train 0.055112 15221 train 0.052664 15222 train 0.051551 15223 train 0.050253 15224 train 0.052021 15225 val 17.8482 15225 train 0.057926 15226 train 0.058293 15227 train 0.052229 15228 train 0.057047 15229 train 0.060457 15230 train 0.059451 15231 train 0.060927 15232 train 0.060902 15233 train 0.058922 15234 train 0.063963 15235 train 0.051069 15236 train 0.052493 15237 train 0.061075 15238 train 0.053253 15239 train 0.056663 15240 train 0.051556 15241 train 0.059679 15242 train 0.057631 15243 train 0.061732 15244 train 0.060090 15245 train 0.058039 15246 train 0.058862 15247 train 0.052031 15248 train 0.057885 15249 train 0.056644 15250 val 17.9845 15250 train 0.054899 15251 train 0.055845 15252 train 0.055601 15253 train 0.054162 15254 train 0.056741 15255 train 0.054706 15256 train 0.055786 15257 train 0.062469 15258 train 0.059004 15259 train 0.051359 15260 train 0.055754 15261 train 0.055487 15262 train 0.064255 15263 train 0.054910 15264 train 0.053443 15265 train 0.055709 15266 train 0.056284 15267 train 0.059861 15268 train 0.054897 15269 train 0.056416 15270 train 0.061149 15271 train 0.053815 15272 train 0.054157 15273 train 0.059013 15274 train 0.056529 15275 val 17.9108 15275 train 0.057916 15276 train 0.054444 15277 train 0.056324 15278 train 0.054540 15279 train 0.060821 15280 train 0.060040 15281 train 0.057982 15282 train 0.056566 15283 train 0.052638 15284 train 0.058219 15285 train 0.059308 15286 train 0.053719 15287 train 0.062098 15288 train 0.060724 15289 train 0.052522 15290 train 0.058330 15291 train 0.055407 15292 train 0.054745 15293 train 0.061920 15294 train 0.058268 15295 train 0.057207 15296 train 0.057695 15297 train 0.054437 15298 train 0.056257 15299 train 0.056719 15300 val 17.8420 15300 train 0.056466 15301 train 0.053551 15302 train 0.055244 15303 train 0.055907 15304 train 0.060619 15305 train 0.060064 15306 train 0.057202 15307 train 0.050775 15308 train 0.056981 15309 train 0.061696 15310 train 0.056573 15311 train 0.061074 15312 train 0.056448 15313 train 0.062219 15314 train 0.055080 15315 train 0.059503 15316 train 0.054525 15317 train 0.051962 15318 train 0.058658 15319 train 0.056720 15320 train 0.059395 15321 train 0.062080 15322 train 0.057483 15323 train 0.058197 15324 train 0.056887 15325 val 17.9470 15325 train 0.058773 15326 train 0.060788 15327 train 0.057474 15328 train 0.062758 15329 train 0.063749 15330 train 0.066116 15331 train 0.055471 15332 train 0.061306 15333 train 0.059638 15334 train 0.056653 15335 train 0.056009 15336 train 0.058062 15337 train 0.054190 15338 train 0.054124 15339 train 0.056267 15340 train 0.062541 15341 train 0.054587 15342 train 0.056312 15343 train 0.060739 15344 train 0.059764 15345 train 0.070259 15346 train 0.062315 15347 train 0.053885 15348 train 0.059270 15349 train 0.060187 15350 val 17.8224 15350 train 0.062876 15351 train 0.057903 15352 train 0.058001 15353 train 0.057195 15354 train 0.058582 15355 train 0.055215 15356 train 0.054716 15357 train 0.057641 15358 train 0.054065 15359 train 0.055679 15360 train 0.056543 15361 train 0.055591 15362 train 0.058132 15363 train 0.060615 15364 train 0.056931 15365 train 0.058718 15366 train 0.060116 15367 train 0.065097 15368 train 0.061689 15369 train 0.058566 15370 train 0.058972 15371 train 0.057901 15372 train 0.058427 15373 train 0.055782 15374 train 0.055196 15375 val 17.9872 15375 train 0.053775 15376 train 0.059528 15377 train 0.052462 15378 train 0.055701 15379 train 0.058199 15380 train 0.057469 15381 train 0.068252 15382 train 0.055341 15383 train 0.056159 15384 train 0.058304 15385 train 0.066365 15386 train 0.062482 15387 train 0.059631 15388 train 0.057140 15389 train 0.057842 15390 train 0.061103 15391 train 0.059213 15392 train 0.057377 15393 train 0.057236 15394 train 0.052550 15395 train 0.058466 15396 train 0.057135 15397 train 0.056302 15398 train 0.050390 15399 train 0.057664 15400 val 18.0089 15400 train 0.061258 15401 train 0.054074 15402 train 0.058339 15403 train 0.056544 15404 train 0.068228 15405 train 0.061480 15406 train 0.056458 15407 train 0.058355 15408 train 0.057430 15409 train 0.054164 15410 train 0.060706 15411 train 0.059135 15412 train 0.062093 15413 train 0.055961 15414 train 0.053117 15415 train 0.051635 15416 train 0.051664 15417 train 0.054486 15418 train 0.050402 15419 train 0.054613 15420 train 0.057312 15421 train 0.055383 15422 train 0.062787 15423 train 0.060653 15424 train 0.056065 15425 val 17.8788 15425 train 0.053017 15426 train 0.053383 15427 train 0.053780 15428 train 0.055451 15429 train 0.054256 15430 train 0.051607 15431 train 0.055895 15432 train 0.055650 15433 train 0.052745 15434 train 0.049571 15435 train 0.057470 15436 train 0.054975 15437 train 0.052589 15438 train 0.052852 15439 train 0.058782 15440 train 0.053520 15441 train 0.054069 15442 train 0.053489 15443 train 0.057982 15444 train 0.051349 15445 train 0.055508 15446 train 0.056949 15447 train 0.059269 15448 train 0.057865 15449 train 0.052577 15450 val 17.9754 15450 train 0.055552 15451 train 0.052505 15452 train 0.050415 15453 train 0.047671 15454 train 0.053078 15455 train 0.051284 15456 train 0.055010 15457 train 0.052190 15458 train 0.059244 15459 train 0.058673 15460 train 0.055091 15461 train 0.057322 15462 train 0.054035 15463 train 0.055251 15464 train 0.056367 15465 train 0.065554 15466 train 0.053197 15467 train 0.060269 15468 train 0.054901 15469 train 0.061470 15470 train 0.058458 15471 train 0.061067 15472 train 0.057520 15473 train 0.058587 15474 train 0.062887 15475 val 17.9327 15475 train 0.060217 15476 train 0.051999 15477 train 0.065022 15478 train 0.055387 15479 train 0.050560 15480 train 0.049689 15481 train 0.056178 15482 train 0.056028 15483 train 0.059126 15484 train 0.058971 15485 train 0.058367 15486 train 0.059959 15487 train 0.051098 15488 train 0.057679 15489 train 0.055618 15490 train 0.053026 15491 train 0.055181 15492 train 0.056195 15493 train 0.057696 15494 train 0.054820 15495 train 0.056815 15496 train 0.057146 15497 train 0.056986 15498 train 0.050050 15499 train 0.057006 15500 val 17.9382 15500 train 0.060230 15501 train 0.059084 15502 train 0.057637 15503 train 0.075913 15504 train 0.058438 15505 train 0.059382 15506 train 0.056635 15507 train 0.063255 15508 train 0.064983 15509 train 0.059352 15510 train 0.064778 15511 train 0.057667 15512 train 0.057169 15513 train 0.061693 15514 train 0.064985 15515 train 0.056443 15516 train 0.058821 15517 train 0.054944 15518 train 0.054649 15519 train 0.060550 15520 train 0.057697 15521 train 0.056986 15522 train 0.052254 15523 train 0.055048 15524 train 0.060188 15525 val 17.8186 15525 train 0.052640 15526 train 0.054613 15527 train 0.059538 15528 train 0.060790 15529 train 0.054358 15530 train 0.054782 15531 train 0.053991 15532 train 0.057075 15533 train 0.062019 15534 train 0.055524 15535 train 0.049248 15536 train 0.051612 15537 train 0.052921 15538 train 0.055634 15539 train 0.051750 15540 train 0.051171 15541 train 0.056014 15542 train 0.059387 15543 train 0.054505 15544 train 0.060106 15545 train 0.060271 15546 train 0.063152 15547 train 0.056957 15548 train 0.056730 15549 train 0.065257 15550 val 17.8955 15550 train 0.058141 15551 train 0.055605 15552 train 0.054666 15553 train 0.057132 15554 train 0.061282 15555 train 0.054199 15556 train 0.058234 15557 train 0.054281 15558 train 0.056409 15559 train 0.056860 15560 train 0.056052 15561 train 0.054284 15562 train 0.054852 15563 train 0.057984 15564 train 0.058570 15565 train 0.059644 15566 train 0.058579 15567 train 0.056495 15568 train 0.057034 15569 train 0.057825 15570 train 0.052547 15571 train 0.052297 15572 train 0.055161 15573 train 0.052463 15574 train 0.057438 15575 val 17.9780 15575 train 0.060862 15576 train 0.052333 15577 train 0.052720 15578 train 0.056145 15579 train 0.049793 15580 train 0.058913 15581 train 0.055255 15582 train 0.055844 15583 train 0.053751 15584 train 0.059959 15585 train 0.064215 15586 train 0.056600 15587 train 0.054815 15588 train 0.060285 15589 train 0.057685 15590 train 0.055213 15591 train 0.054836 15592 train 0.059846 15593 train 0.052455 15594 train 0.053389 15595 train 0.060598 15596 train 0.054962 15597 train 0.054086 15598 train 0.057369 15599 train 0.053512 15600 val 17.8437 15600 train 0.061217 15601 train 0.058045 15602 train 0.058328 15603 train 0.054824 15604 train 0.053111 15605 train 0.052840 15606 train 0.052862 15607 train 0.054197 15608 train 0.059414 15609 train 0.051289 15610 train 0.054081 15611 train 0.055799 15612 train 0.053308 15613 train 0.052697 15614 train 0.056325 15615 train 0.047355 15616 train 0.053097 15617 train 0.050334 15618 train 0.051856 15619 train 0.053246 15620 train 0.055341 15621 train 0.060118 15622 train 0.059750 15623 train 0.051643 15624 train 0.059314 15625 val 17.8685 15625 train 0.058492 15626 train 0.058717 15627 train 0.056857 15628 train 0.058504 15629 train 0.053251 15630 train 0.054916 15631 train 0.061013 15632 train 0.049220 15633 train 0.054836 15634 train 0.054450 15635 train 0.048494 15636 train 0.054279 15637 train 0.057421 15638 train 0.053857 15639 train 0.057365 15640 train 0.057014 15641 train 0.054243 15642 train 0.054744 15643 train 0.050885 15644 train 0.056144 15645 train 0.049714 15646 train 0.058125 15647 train 0.057817 15648 train 0.053398 15649 train 0.057545 15650 val 18.0443 15650 train 0.057014 15651 train 0.051470 15652 train 0.055812 15653 train 0.050854 15654 train 0.050628 15655 train 0.051524 15656 train 0.053624 15657 train 0.059863 15658 train 0.050595 15659 train 0.054063 15660 train 0.054009 15661 train 0.058496 15662 train 0.057601 15663 train 0.061800 15664 train 0.053532 15665 train 0.054797 15666 train 0.057346 15667 train 0.067895 15668 train 0.056718 15669 train 0.064406 15670 train 0.055840 15671 train 0.051641 15672 train 0.059706 15673 train 0.053831 15674 train 0.052081 15675 val 17.9216 15675 train 0.056097 15676 train 0.059261 15677 train 0.054426 15678 train 0.053799 15679 train 0.048675 15680 train 0.055234 15681 train 0.056095 15682 train 0.052446 15683 train 0.055441 15684 train 0.056170 15685 train 0.061501 15686 train 0.053958 15687 train 0.053712 15688 train 0.061725 15689 train 0.056807 15690 train 0.056409 15691 train 0.050389 15692 train 0.054116 15693 train 0.055782 15694 train 0.055581 15695 train 0.056808 15696 train 0.052548 15697 train 0.054414 15698 train 0.048776 15699 train 0.061784 15700 val 17.9170 15700 train 0.050983 15701 train 0.055410 15702 train 0.054864 15703 train 0.052452 15704 train 0.054566 15705 train 0.067611 15706 train 0.057580 15707 train 0.056583 15708 train 0.059502 15709 train 0.051542 15710 train 0.052819 15711 train 0.058286 15712 train 0.055830 15713 train 0.051078 15714 train 0.056082 15715 train 0.054691 15716 train 0.056032 15717 train 0.056147 15718 train 0.054634 15719 train 0.049793 15720 train 0.054375 15721 train 0.063970 15722 train 0.053005 15723 train 0.055648 15724 train 0.056875 15725 val 17.9236 15725 train 0.058161 15726 train 0.061929 15727 train 0.053857 15728 train 0.053487 15729 train 0.071154 15730 train 0.058056 15731 train 0.057898 15732 train 0.056045 15733 train 0.052821 15734 train 0.049536 15735 train 0.056207 15736 train 0.066709 15737 train 0.058031 15738 train 0.050516 15739 train 0.054721 15740 train 0.051790 15741 train 0.058308 15742 train 0.064332 15743 train 0.055012 15744 train 0.055429 15745 train 0.052958 15746 train 0.054066 15747 train 0.054267 15748 train 0.054211 15749 train 0.050165 15750 val 17.8767 15750 train 0.055971 15751 train 0.053559 15752 train 0.057563 15753 train 0.055026 15754 train 0.054912 15755 train 0.051586 15756 train 0.053395 15757 train 0.059161 15758 train 0.055456 15759 train 0.051160 15760 train 0.047944 15761 train 0.050674 15762 train 0.050751 15763 train 0.058304 15764 train 0.055270 15765 train 0.064107 15766 train 0.049638 15767 train 0.058434 15768 train 0.059028 15769 train 0.055389 15770 train 0.051924 15771 train 0.053400 15772 train 0.053126 15773 train 0.056380 15774 train 0.050254 15775 val 17.8960 15775 train 0.054804 15776 train 0.058904 15777 train 0.063398 15778 train 0.056635 15779 train 0.054006 15780 train 0.056686 15781 train 0.054208 15782 train 0.054219 15783 train 0.054323 15784 train 0.053404 15785 train 0.053865 15786 train 0.062098 15787 train 0.051840 15788 train 0.051044 15789 train 0.054342 15790 train 0.056577 15791 train 0.054412 15792 train 0.051189 15793 train 0.054936 15794 train 0.055377 15795 train 0.050876 15796 train 0.051857 15797 train 0.053712 15798 train 0.047621 15799 train 0.055209 15800 val 17.8910 15800 train 0.057525 15801 train 0.057626 15802 train 0.051425 15803 train 0.057452 15804 train 0.058334 15805 train 0.055632 15806 train 0.053346 15807 train 0.052907 15808 train 0.050705 15809 train 0.060166 15810 train 0.050715 15811 train 0.052379 15812 train 0.053638 15813 train 0.058608 15814 train 0.058739 15815 train 0.053534 15816 train 0.053524 15817 train 0.058699 15818 train 0.049306 15819 train 0.052462 15820 train 0.052850 15821 train 0.052154 15822 train 0.060189 15823 train 0.059586 15824 train 0.056729 15825 val 17.9260 15825 train 0.054426 15826 train 0.050379 15827 train 0.053142 15828 train 0.048548 15829 train 0.049439 15830 train 0.048232 15831 train 0.050367 15832 train 0.052640 15833 train 0.053146 15834 train 0.049188 15835 train 0.052122 15836 train 0.052093 15837 train 0.050492 15838 train 0.051781 15839 train 0.050406 15840 train 0.054833 15841 train 0.057738 15842 train 0.054078 15843 train 0.054399 15844 train 0.052614 15845 train 0.069412 15846 train 0.050176 15847 train 0.046002 15848 train 0.052328 15849 train 0.054919 15850 val 17.9507 15850 train 0.053125 15851 train 0.059482 15852 train 0.057405 15853 train 0.051971 15854 train 0.053213 15855 train 0.056382 15856 train 0.057772 15857 train 0.050935 15858 train 0.057557 15859 train 0.061322 15860 train 0.050863 15861 train 0.049616 15862 train 0.053754 15863 train 0.051731 15864 train 0.051853 15865 train 0.049302 15866 train 0.054581 15867 train 0.053547 15868 train 0.052526 15869 train 0.050158 15870 train 0.052434 15871 train 0.051150 15872 train 0.050706 15873 train 0.048195 15874 train 0.053633 15875 val 17.9393 15875 train 0.050518 15876 train 0.054343 15877 train 0.051027 15878 train 0.057097 15879 train 0.058729 15880 train 0.061123 15881 train 0.056815 15882 train 0.057662 15883 train 0.056413 15884 train 0.059631 15885 train 0.053339 15886 train 0.053866 15887 train 0.055621 15888 train 0.050803 15889 train 0.055182 15890 train 0.056569 15891 train 0.057662 15892 train 0.060340 15893 train 0.056009 15894 train 0.054966 15895 train 0.054610 15896 train 0.053297 15897 train 0.053950 15898 train 0.054253 15899 train 0.056593 15900 val 18.0347 15900 train 0.051979 15901 train 0.056047 15902 train 0.055556 15903 train 0.057081 15904 train 0.050281 15905 train 0.060113 15906 train 0.051156 15907 train 0.053359 15908 train 0.050085 15909 train 0.051787 15910 train 0.045087 15911 train 0.053926 15912 train 0.056173 15913 train 0.055181 15914 train 0.059730 15915 train 0.051467 15916 train 0.060061 15917 train 0.053246 15918 train 0.059910 15919 train 0.057353 15920 train 0.056846 15921 train 0.056140 15922 train 0.059752 15923 train 0.056040 15924 train 0.051818 15925 val 17.9778 15925 train 0.053192 15926 train 0.057402 15927 train 0.058078 15928 train 0.050989 15929 train 0.049795 15930 train 0.052967 15931 train 0.054260 15932 train 0.048382 15933 train 0.052871 15934 train 0.055504 15935 train 0.053562 15936 train 0.056473 15937 train 0.055009 15938 train 0.062045 15939 train 0.058984 15940 train 0.052108 15941 train 0.059845 15942 train 0.058334 15943 train 0.058868 15944 train 0.055061 15945 train 0.056316 15946 train 0.053848 15947 train 0.058253 15948 train 0.051932 15949 train 0.053777 15950 val 17.8572 15950 train 0.053465 15951 train 0.055124 15952 train 0.053502 15953 train 0.049780 15954 train 0.055278 15955 train 0.058215 15956 train 0.050963 15957 train 0.047890 15958 train 0.058763 15959 train 0.048699 15960 train 0.056206 15961 train 0.064399 15962 train 0.058153 15963 train 0.056590 15964 train 0.051986 15965 train 0.048395 15966 train 0.051061 15967 train 0.053325 15968 train 0.049789 15969 train 0.056478 15970 train 0.052210 15971 train 0.050941 15972 train 0.054178 15973 train 0.051597 15974 train 0.059124 15975 val 17.9926 15975 train 0.059766 15976 train 0.057416 15977 train 0.057410 15978 train 0.055749 15979 train 0.049462 15980 train 0.054010 15981 train 0.053036 15982 train 0.056933 15983 train 0.053356 15984 train 0.049456 15985 train 0.053015 15986 train 0.048523 15987 train 0.055641 15988 train 0.051127 15989 train 0.052972 15990 train 0.050969 15991 train 0.052826 15992 train 0.053158 15993 train 0.053034 15994 train 0.054316 15995 train 0.055191 15996 train 0.055574 15997 train 0.053568 15998 train 0.057181 15999 train 0.057116 16000 val 17.9017 16000 train 0.053214 16001 train 0.056631 16002 train 0.055235 16003 train 0.055185 16004 train 0.058119 16005 train 0.057033 16006 train 0.048920 16007 train 0.053440 16008 train 0.050946 16009 train 0.047512 16010 train 0.049546 16011 train 0.049331 16012 train 0.050262 16013 train 0.055590 16014 train 0.058506 16015 train 0.056052 16016 train 0.058500 16017 train 0.051232 16018 train 0.061019 16019 train 0.053609 16020 train 0.051763 16021 train 0.051304 16022 train 0.051575 16023 train 0.051910 16024 train 0.051770 16025 val 17.8872 16025 train 0.058077 16026 train 0.061620 16027 train 0.049479 16028 train 0.053126 16029 train 0.057228 16030 train 0.052117 16031 train 0.055889 16032 train 0.059237 16033 train 0.056372 16034 train 0.057371 16035 train 0.059416 16036 train 0.054187 16037 train 0.062042 16038 train 0.053217 16039 train 0.051689 16040 train 0.054788 16041 train 0.056346 16042 train 0.053291 16043 train 0.055146 16044 train 0.056262 16045 train 0.055383 16046 train 0.051599 16047 train 0.051732 16048 train 0.047674 16049 train 0.050250 16050 val 17.9771 16050 train 0.056729 16051 train 0.049496 16052 train 0.050861 16053 train 0.055720 16054 train 0.058943 16055 train 0.050934 16056 train 0.060086 16057 train 0.057186 16058 train 0.058133 16059 train 0.054604 16060 train 0.053740 16061 train 0.055920 16062 train 0.062291 16063 train 0.051701 16064 train 0.052125 16065 train 0.054935 16066 train 0.054480 16067 train 0.054332 16068 train 0.055424 16069 train 0.062574 16070 train 0.057677 16071 train 0.052064 16072 train 0.059376 16073 train 0.055500 16074 train 0.054607 16075 val 17.9574 16075 train 0.053055 16076 train 0.057615 16077 train 0.057381 16078 train 0.054075 16079 train 0.055798 16080 train 0.055054 16081 train 0.053738 16082 train 0.049342 16083 train 0.049246 16084 train 0.054536 16085 train 0.051896 16086 train 0.048371 16087 train 0.049001 16088 train 0.048647 16089 train 0.047380 16090 train 0.049099 16091 train 0.049112 16092 train 0.055245 16093 train 0.058567 16094 train 0.054271 16095 train 0.058650 16096 train 0.049587 16097 train 0.053323 16098 train 0.056123 16099 train 0.050845 16100 val 17.9425 16100 train 0.056233 16101 train 0.057472 16102 train 0.054819 16103 train 0.055566 16104 train 0.051929 16105 train 0.055617 16106 train 0.050719 16107 train 0.048288 16108 train 0.053552 16109 train 0.054885 16110 train 0.051797 16111 train 0.056736 16112 train 0.060193 16113 train 0.053316 16114 train 0.051599 16115 train 0.049175 16116 train 0.055552 16117 train 0.053202 16118 train 0.053422 16119 train 0.051755 16120 train 0.053252 16121 train 0.053585 16122 train 0.050181 16123 train 0.054941 16124 train 0.058298 16125 val 18.0390 16125 train 0.050468 16126 train 0.051107 16127 train 0.052745 16128 train 0.057611 16129 train 0.050846 16130 train 0.051446 16131 train 0.058567 16132 train 0.053595 16133 train 0.053541 16134 train 0.055315 16135 train 0.059864 16136 train 0.055026 16137 train 0.059997 16138 train 0.057881 16139 train 0.056889 16140 train 0.056912 16141 train 0.052527 16142 train 0.046755 16143 train 0.052699 16144 train 0.059676 16145 train 0.055459 16146 train 0.052205 16147 train 0.056914 16148 train 0.055351 16149 train 0.049429 16150 val 17.9193 16150 train 0.054947 16151 train 0.053724 16152 train 0.056022 16153 train 0.050695 16154 train 0.049563 16155 train 0.057541 16156 train 0.052810 16157 train 0.050491 16158 train 0.049300 16159 train 0.050946 16160 train 0.051332 16161 train 0.055976 16162 train 0.058602 16163 train 0.052506 16164 train 0.057639 16165 train 0.048373 16166 train 0.050337 16167 train 0.051991 16168 train 0.053384 16169 train 0.055249 16170 train 0.056507 16171 train 0.054926 16172 train 0.050910 16173 train 0.058592 16174 train 0.055703 16175 val 17.9090 16175 train 0.056056 16176 train 0.052272 16177 train 0.048466 16178 train 0.050543 16179 train 0.062799 16180 train 0.057414 16181 train 0.053908 16182 train 0.055869 16183 train 0.051262 16184 train 0.049797 16185 train 0.047691 16186 train 0.050321 16187 train 0.050822 16188 train 0.053104 16189 train 0.051718 16190 train 0.054032 16191 train 0.053115 16192 train 0.053527 16193 train 0.049085 16194 train 0.049242 16195 train 0.049506 16196 train 0.054172 16197 train 0.055250 16198 train 0.060444 16199 train 0.052399 16200 val 17.9392 16200 train 0.059853 16201 train 0.056203 16202 train 0.054622 16203 train 0.053586 16204 train 0.057427 16205 train 0.053001 16206 train 0.054102 16207 train 0.053311 16208 train 0.051958 16209 train 0.055949 16210 train 0.052231 16211 train 0.056299 16212 train 0.049326 16213 train 0.051759 16214 train 0.047446 16215 train 0.057087 16216 train 0.057377 16217 train 0.054295 16218 train 0.058307 16219 train 0.052449 16220 train 0.053821 16221 train 0.056259 16222 train 0.051833 16223 train 0.055160 16224 train 0.051440 16225 val 17.9958 16225 train 0.048252 16226 train 0.048991 16227 train 0.053860 16228 train 0.054179 16229 train 0.056796 16230 train 0.056709 16231 train 0.054042 16232 train 0.054795 16233 train 0.051207 16234 train 0.057111 16235 train 0.052559 16236 train 0.055538 16237 train 0.059088 16238 train 0.054077 16239 train 0.050312 16240 train 0.062694 16241 train 0.053903 16242 train 0.048750 16243 train 0.049484 16244 train 0.057583 16245 train 0.052351 16246 train 0.047635 16247 train 0.052982 16248 train 0.050712 16249 train 0.052102 16250 val 17.9174 16250 train 0.056000 16251 train 0.054704 16252 train 0.053060 16253 train 0.051048 16254 train 0.051688 16255 train 0.050590 16256 train 0.051661 16257 train 0.053733 16258 train 0.059406 16259 train 0.057224 16260 train 0.047704 16261 train 0.051217 16262 train 0.052247 16263 train 0.052166 16264 train 0.049307 16265 train 0.058543 16266 train 0.052481 16267 train 0.056427 16268 train 0.064982 16269 train 0.051182 16270 train 0.057267 16271 train 0.055709 16272 train 0.050867 16273 train 0.059681 16274 train 0.059271 16275 val 17.9088 16275 train 0.060883 16276 train 0.056522 16277 train 0.056170 16278 train 0.051549 16279 train 0.053474 16280 train 0.055363 16281 train 0.051843 16282 train 0.051220 16283 train 0.051434 16284 train 0.050725 16285 train 0.049168 16286 train 0.047488 16287 train 0.052385 16288 train 0.051079 16289 train 0.051004 16290 train 0.054309 16291 train 0.055139 16292 train 0.053502 16293 train 0.055696 16294 train 0.053570 16295 train 0.047788 16296 train 0.051552 16297 train 0.058170 16298 train 0.055080 16299 train 0.051426 16300 val 18.0491 16300 train 0.053751 16301 train 0.055975 16302 train 0.055520 16303 train 0.053637 16304 train 0.046759 16305 train 0.046469 16306 train 0.055087 16307 train 0.056121 16308 train 0.054033 16309 train 0.051008 16310 train 0.052609 16311 train 0.054880 16312 train 0.058704 16313 train 0.057072 16314 train 0.051541 16315 train 0.055719 16316 train 0.056493 16317 train 0.052082 16318 train 0.053954 16319 train 0.054129 16320 train 0.055133 16321 train 0.049742 16322 train 0.047006 16323 train 0.052105 16324 train 0.051383 16325 val 17.9341 16325 train 0.048419 16326 train 0.046957 16327 train 0.048274 16328 train 0.049702 16329 train 0.052240 16330 train 0.052757 16331 train 0.055294 16332 train 0.055975 16333 train 0.055573 16334 train 0.055656 16335 train 0.054132 16336 train 0.053292 16337 train 0.058460 16338 train 0.052663 16339 train 0.054464 16340 train 0.052569 16341 train 0.053611 16342 train 0.052376 16343 train 0.048155 16344 train 0.046649 16345 train 0.047004 16346 train 0.054135 16347 train 0.053318 16348 train 0.052757 16349 train 0.056652 16350 val 17.9626 16350 train 0.055715 16351 train 0.052430 16352 train 0.055434 16353 train 0.052095 16354 train 0.054754 16355 train 0.050871 16356 train 0.059041 16357 train 0.050201 16358 train 0.054494 16359 train 0.051761 16360 train 0.053361 16361 train 0.055473 16362 train 0.056470 16363 train 0.049780 16364 train 0.051092 16365 train 0.051191 16366 train 0.052440 16367 train 0.050099 16368 train 0.055427 16369 train 0.053511 16370 train 0.052043 16371 train 0.054499 16372 train 0.055355 16373 train 0.052105 16374 train 0.054269 16375 val 17.9992 16375 train 0.050368 16376 train 0.052662 16377 train 0.057629 16378 train 0.052377 16379 train 0.053383 16380 train 0.052318 16381 train 0.051334 16382 train 0.050840 16383 train 0.044320 16384 train 0.048763 16385 train 0.050274 16386 train 0.050265 16387 train 0.052553 16388 train 0.051671 16389 train 0.055306 16390 train 0.056322 16391 train 0.058975 16392 train 0.072086 16393 train 0.057422 16394 train 0.056216 16395 train 0.050489 16396 train 0.056920 16397 train 0.052033 16398 train 0.059373 16399 train 0.050566 16400 val 17.9782 16400 train 0.058176 16401 train 0.051810 16402 train 0.055403 16403 train 0.048740 16404 train 0.052203 16405 train 0.051815 16406 train 0.055392 16407 train 0.054865 16408 train 0.051167 16409 train 0.054314 16410 train 0.050555 16411 train 0.051414 16412 train 0.058538 16413 train 0.054789 16414 train 0.051453 16415 train 0.057402 16416 train 0.052332 16417 train 0.052486 16418 train 0.055703 16419 train 0.051882 16420 train 0.057581 16421 train 0.050345 16422 train 0.049967 16423 train 0.053709 16424 train 0.055789 16425 val 17.9155 16425 train 0.053744 16426 train 0.053143 16427 train 0.053778 16428 train 0.057606 16429 train 0.057510 16430 train 0.051090 16431 train 0.055163 16432 train 0.056949 16433 train 0.053710 16434 train 0.078601 16435 train 0.049343 16436 train 0.051698 16437 train 0.051811 16438 train 0.058499 16439 train 0.054494 16440 train 0.052685 16441 train 0.051342 16442 train 0.047255 16443 train 0.048350 16444 train 0.051113 16445 train 0.048412 16446 train 0.052531 16447 train 0.054349 16448 train 0.055322 16449 train 0.054786 16450 val 17.9648 16450 train 0.054430 16451 train 0.052719 16452 train 0.066656 16453 train 0.048160 16454 train 0.053202 16455 train 0.049937 16456 train 0.055496 16457 train 0.056101 16458 train 0.056232 16459 train 0.055742 16460 train 0.047871 16461 train 0.058521 16462 train 0.050914 16463 train 0.051352 16464 train 0.061925 16465 train 0.054204 16466 train 0.053748 16467 train 0.049413 16468 train 0.049901 16469 train 0.049571 16470 train 0.052701 16471 train 0.050492 16472 train 0.051667 16473 train 0.051344 16474 train 0.056975 16475 val 17.9455 16475 train 0.052357 16476 train 0.055282 16477 train 0.047541 16478 train 0.047189 16479 train 0.047189 16480 train 0.052596 16481 train 0.047101 16482 train 0.051337 16483 train 0.048119 16484 train 0.047086 16485 train 0.056077 16486 train 0.052852 16487 train 0.052055 16488 train 0.049558 16489 train 0.052230 16490 train 0.056419 16491 train 0.050868 16492 train 0.049815 16493 train 0.051567 16494 train 0.052750 16495 train 0.055892 16496 train 0.050350 16497 train 0.050637 16498 train 0.052297 16499 train 0.059339 16500 val 17.9455 16500 train 0.061909 16501 train 0.050355 16502 train 0.047149 16503 train 0.051878 16504 train 0.051848 16505 train 0.047741 16506 train 0.049056 16507 train 0.051055 16508 train 0.053052 16509 train 0.053761 16510 train 0.056396 16511 train 0.052509 16512 train 0.050971 16513 train 0.045927 16514 train 0.054513 16515 train 0.051296 16516 train 0.055082 16517 train 0.054607 16518 train 0.051516 16519 train 0.052198 16520 train 0.050597 16521 train 0.052683 16522 train 0.049884 16523 train 0.050753 16524 train 0.047867 16525 val 17.9832 16525 train 0.048638 16526 train 0.047484 16527 train 0.050898 16528 train 0.055207 16529 train 0.052552 16530 train 0.054075 16531 train 0.060974 16532 train 0.055229 16533 train 0.051319 16534 train 0.053534 16535 train 0.060304 16536 train 0.061320 16537 train 0.055233 16538 train 0.052898 16539 train 0.059181 16540 train 0.060149 16541 train 0.051978 16542 train 0.054693 16543 train 0.048111 16544 train 0.049740 16545 train 0.054395 16546 train 0.055403 16547 train 0.054486 16548 train 0.051178 16549 train 0.048247 16550 val 17.9889 16550 train 0.052650 16551 train 0.048783 16552 train 0.053023 16553 train 0.052206 16554 train 0.053070 16555 train 0.054271 16556 train 0.052096 16557 train 0.056993 16558 train 0.049928 16559 train 0.049230 16560 train 0.049058 16561 train 0.049981 16562 train 0.050409 16563 train 0.046133 16564 train 0.049841 16565 train 0.053370 16566 train 0.050154 16567 train 0.053946 16568 train 0.051415 16569 train 0.052668 16570 train 0.053853 16571 train 0.053687 16572 train 0.051914 16573 train 0.054021 16574 train 0.055803 16575 val 17.9246 16575 train 0.049777 16576 train 0.056037 16577 train 0.053883 16578 train 0.051447 16579 train 0.050218 16580 train 0.051079 16581 train 0.049490 16582 train 0.046885 16583 train 0.049184 16584 train 0.052980 16585 train 0.054406 16586 train 0.051090 16587 train 0.055756 16588 train 0.056056 16589 train 0.060437 16590 train 0.054071 16591 train 0.054110 16592 train 0.052932 16593 train 0.056826 16594 train 0.050323 16595 train 0.049342 16596 train 0.054040 16597 train 0.060179 16598 train 0.054530 16599 train 0.054166 16600 val 17.9894 16600 train 0.049498 16601 train 0.049497 16602 train 0.051516 16603 train 0.048757 16604 train 0.053843 16605 train 0.050965 16606 train 0.055004 16607 train 0.050305 16608 train 0.049731 16609 train 0.051383 16610 train 0.054496 16611 train 0.057617 16612 train 0.061228 16613 train 0.052079 16614 train 0.053125 16615 train 0.053006 16616 train 0.055753 16617 train 0.051604 16618 train 0.050949 16619 train 0.051473 16620 train 0.048542 16621 train 0.050869 16622 train 0.050721 16623 train 0.049768 16624 train 0.054936 16625 val 18.0405 16625 train 0.054775 16626 train 0.061065 16627 train 0.052544 16628 train 0.049762 16629 train 0.061872 16630 train 0.055022 16631 train 0.050871 16632 train 0.053094 16633 train 0.062681 16634 train 0.059524 16635 train 0.050188 16636 train 0.052576 16637 train 0.053441 16638 train 0.052783 16639 train 0.049112 16640 train 0.047061 16641 train 0.047731 16642 train 0.045720 16643 train 0.048940 16644 train 0.052039 16645 train 0.058481 16646 train 0.055390 16647 train 0.053682 16648 train 0.059810 16649 train 0.052445 16650 val 17.9861 16650 train 0.052796 16651 train 0.053381 16652 train 0.055305 16653 train 0.052972 16654 train 0.049478 16655 train 0.057151 16656 train 0.052138 16657 train 0.057023 16658 train 0.054713 16659 train 0.054181 16660 train 0.057549 16661 train 0.048336 16662 train 0.053450 16663 train 0.055988 16664 train 0.052759 16665 train 0.056012 16666 train 0.050322 16667 train 0.050125 16668 train 0.057329 16669 train 0.064021 16670 train 0.055292 16671 train 0.051181 16672 train 0.057970 16673 train 0.058445 16674 train 0.058842 16675 val 18.0382 16675 train 0.059536 16676 train 0.054016 16677 train 0.051069 16678 train 0.053144 16679 train 0.049956 16680 train 0.047125 16681 train 0.050721 16682 train 0.050664 16683 train 0.054437 16684 train 0.054442 16685 train 0.052423 16686 train 0.050942 16687 train 0.058883 16688 train 0.060201 16689 train 0.056082 16690 train 0.053570 16691 train 0.052624 16692 train 0.056011 16693 train 0.052041 16694 train 0.046337 16695 train 0.051332 16696 train 0.052489 16697 train 0.053652 16698 train 0.050015 16699 train 0.052595 16700 val 18.0615 16700 train 0.050090 16701 train 0.047188 16702 train 0.049984 16703 train 0.052696 16704 train 0.051458 16705 train 0.061494 16706 train 0.054518 16707 train 0.056955 16708 train 0.057467 16709 train 0.054066 16710 train 0.056548 16711 train 0.058434 16712 train 0.056179 16713 train 0.054686 16714 train 0.052388 16715 train 0.052011 16716 train 0.054081 16717 train 0.047404 16718 train 0.049727 16719 train 0.052448 16720 train 0.045705 16721 train 0.048236 16722 train 0.046888 16723 train 0.052375 16724 train 0.052307 16725 val 17.9548 16725 train 0.061646 16726 train 0.050292 16727 train 0.054835 16728 train 0.051090 16729 train 0.054846 16730 train 0.053139 16731 train 0.061472 16732 train 0.054503 16733 train 0.052947 16734 train 0.052280 16735 train 0.048916 16736 train 0.049557 16737 train 0.049228 16738 train 0.051784 16739 train 0.052991 16740 train 0.052075 16741 train 0.048761 16742 train 0.048467 16743 train 0.049237 16744 train 0.052418 16745 train 0.057578 16746 train 0.056938 16747 train 0.058484 16748 train 0.052796 16749 train 0.061630 16750 val 17.9336 16750 train 0.055791 16751 train 0.052047 16752 train 0.060669 16753 train 0.050811 16754 train 0.054364 16755 train 0.054323 16756 train 0.047588 16757 train 0.049961 16758 train 0.048004 16759 train 0.051091 16760 train 0.052357 16761 train 0.055604 16762 train 0.049642 16763 train 0.049618 16764 train 0.055679 16765 train 0.054182 16766 train 0.053360 16767 train 0.051601 16768 train 0.052965 16769 train 0.050613 16770 train 0.056226 16771 train 0.045345 16772 train 0.052919 16773 train 0.046444 16774 train 0.054892 16775 val 18.0219 16775 train 0.052941 16776 train 0.053827 16777 train 0.048015 16778 train 0.050966 16779 train 0.049927 16780 train 0.050406 16781 train 0.048442 16782 train 0.051434 16783 train 0.052323 16784 train 0.048473 16785 train 0.052971 16786 train 0.051108 16787 train 0.050494 16788 train 0.054354 16789 train 0.051921 16790 train 0.054899 16791 train 0.058506 16792 train 0.048410 16793 train 0.051085 16794 train 0.048179 16795 train 0.049076 16796 train 0.056691 16797 train 0.051134 16798 train 0.047633 16799 train 0.051864 16800 val 18.0301 16800 train 0.045535 16801 train 0.050629 16802 train 0.049105 16803 train 0.052925 16804 train 0.057466 16805 train 0.051457 16806 train 0.058392 16807 train 0.048504 16808 train 0.051056 16809 train 0.052327 16810 train 0.054497 16811 train 0.046048 16812 train 0.053569 16813 train 0.050001 16814 train 0.052388 16815 train 0.049128 16816 train 0.054945 16817 train 0.056270 16818 train 0.054375 16819 train 0.048580 16820 train 0.049626 16821 train 0.060994 16822 train 0.049992 16823 train 0.055471 16824 train 0.052285 16825 val 18.0903 16825 train 0.052831 16826 train 0.055979 16827 train 0.057759 16828 train 0.053510 16829 train 0.053726 16830 train 0.052623 16831 train 0.052015 16832 train 0.058165 16833 train 0.055974 16834 train 0.054128 16835 train 0.058340 16836 train 0.053239 16837 train 0.051561 16838 train 0.051013 16839 train 0.052203 16840 train 0.046735 16841 train 0.053415 16842 train 0.048531 16843 train 0.048348 16844 train 0.054536 16845 train 0.047363 16846 train 0.057417 16847 train 0.056951 16848 train 0.056031 16849 train 0.052476 16850 val 17.9851 16850 train 0.052021 16851 train 0.054333 16852 train 0.056559 16853 train 0.061143 16854 train 0.044385 16855 train 0.050539 16856 train 0.056586 16857 train 0.077877 16858 train 0.055273 16859 train 0.051608 16860 train 0.051787 16861 train 0.052317 16862 train 0.053159 16863 train 0.050076 16864 train 0.047550 16865 train 0.050582 16866 train 0.051572 16867 train 0.054652 16868 train 0.051323 16869 train 0.054063 16870 train 0.053521 16871 train 0.052637 16872 train 0.058167 16873 train 0.055714 16874 train 0.051501 16875 val 17.9820 16875 train 0.048301 16876 train 0.052331 16877 train 0.052101 16878 train 0.052205 16879 train 0.048989 16880 train 0.052398 16881 train 0.050439 16882 train 0.054000 16883 train 0.048475 16884 train 0.046462 16885 train 0.047312 16886 train 0.049963 16887 train 0.052549 16888 train 0.051112 16889 train 0.057425 16890 train 0.055966 16891 train 0.058523 16892 train 0.054612 16893 train 0.058660 16894 train 0.055644 16895 train 0.057921 16896 train 0.047407 16897 train 0.052534 16898 train 0.058087 16899 train 0.053390 16900 val 18.0338 16900 train 0.053687 16901 train 0.053046 16902 train 0.047632 16903 train 0.051076 16904 train 0.048569 16905 train 0.055483 16906 train 0.052056 16907 train 0.050843 16908 train 0.049537 16909 train 0.050812 16910 train 0.046904 16911 train 0.048061 16912 train 0.052158 16913 train 0.050290 16914 train 0.053773 16915 train 0.052378 16916 train 0.051008 16917 train 0.057639 16918 train 0.049189 16919 train 0.046071 16920 train 0.046749 16921 train 0.048655 16922 train 0.044473 16923 train 0.049627 16924 train 0.047055 16925 val 18.0444 16925 train 0.050513 16926 train 0.048671 16927 train 0.049510 16928 train 0.047740 16929 train 0.067812 16930 train 0.051466 16931 train 0.051945 16932 train 0.054633 16933 train 0.054752 16934 train 0.059679 16935 train 0.055358 16936 train 0.060499 16937 train 0.053536 16938 train 0.052404 16939 train 0.053844 16940 train 0.051425 16941 train 0.048571 16942 train 0.046593 16943 train 0.054591 16944 train 0.051068 16945 train 0.048760 16946 train 0.050839 16947 train 0.045050 16948 train 0.046968 16949 train 0.053506 16950 val 17.9954 16950 train 0.059666 16951 train 0.055200 16952 train 0.052298 16953 train 0.057643 16954 train 0.048299 16955 train 0.050842 16956 train 0.058854 16957 train 0.054503 16958 train 0.050950 16959 train 0.049074 16960 train 0.056288 16961 train 0.051969 16962 train 0.047412 16963 train 0.052391 16964 train 0.053414 16965 train 0.051701 16966 train 0.049609 16967 train 0.051299 16968 train 0.051062 16969 train 0.061030 16970 train 0.060483 16971 train 0.060355 16972 train 0.054103 16973 train 0.053634 16974 train 0.058844 16975 val 17.9783 16975 train 0.055963 16976 train 0.048448 16977 train 0.053147 16978 train 0.058060 16979 train 0.051504 16980 train 0.052456 16981 train 0.052631 16982 train 0.046670 16983 train 0.051547 16984 train 0.046975 16985 train 0.045563 16986 train 0.048572 16987 train 0.059292 16988 train 0.059407 16989 train 0.064323 16990 train 0.051780 16991 train 0.057504 16992 train 0.054923 16993 train 0.050548 16994 train 0.055887 16995 train 0.055237 16996 train 0.055789 16997 train 0.050830 16998 train 0.054735 16999 train 0.060236 17000 val 18.0741 17000 train 0.055089 17001 train 0.053657 17002 train 0.046653 17003 train 0.050493 17004 train 0.050457 17005 train 0.055230 17006 train 0.054218 17007 train 0.051941 17008 train 0.054951 17009 train 0.057822 17010 train 0.050309 17011 train 0.050754 17012 train 0.050690 17013 train 0.049893 17014 train 0.049997 17015 train 0.055302 17016 train 0.052726 17017 train 0.056871 17018 train 0.050366 17019 train 0.053221 17020 train 0.047266 17021 train 0.049106 17022 train 0.049465 17023 train 0.050189 17024 train 0.051007 17025 val 18.1133 17025 train 0.059889 17026 train 0.056923 17027 train 0.054011 17028 train 0.053715 17029 train 0.053146 17030 train 0.054841 17031 train 0.051399 17032 train 0.053312 17033 train 0.054076 17034 train 0.056672 17035 train 0.055765 17036 train 0.052895 17037 train 0.054723 17038 train 0.056658 17039 train 0.052809 17040 train 0.050187 17041 train 0.047910 17042 train 0.051606 17043 train 0.051641 17044 train 0.049102 17045 train 0.052348 17046 train 0.049397 17047 train 0.049314 17048 train 0.046946 17049 train 0.051970 17050 val 18.0683 17050 train 0.048271 17051 train 0.047339 17052 train 0.051450 17053 train 0.052245 17054 train 0.052199 17055 train 0.052781 17056 train 0.053984 17057 train 0.049611 17058 train 0.053907 17059 train 0.049044 17060 train 0.050984 17061 train 0.056091 17062 train 0.049183 17063 train 0.051228 17064 train 0.055311 17065 train 0.049435 17066 train 0.057043 17067 train 0.048990 17068 train 0.057351 17069 train 0.053558 17070 train 0.053267 17071 train 0.050411 17072 train 0.047336 17073 train 0.052215 17074 train 0.052415 17075 val 18.0574 17075 train 0.052984 17076 train 0.055313 17077 train 0.049659 17078 train 0.052987 17079 train 0.059476 17080 train 0.053155 17081 train 0.053550 17082 train 0.048128 17083 train 0.046131 17084 train 0.049016 17085 train 0.053094 17086 train 0.052418 17087 train 0.045078 17088 train 0.048436 17089 train 0.050331 17090 train 0.056346 17091 train 0.050655 17092 train 0.055199 17093 train 0.053049 17094 train 0.054777 17095 train 0.057046 17096 train 0.050390 17097 train 0.073483 17098 train 0.049786 17099 train 0.050799 17100 val 18.0792 17100 train 0.050844 17101 train 0.047056 17102 train 0.053972 17103 train 0.046416 17104 train 0.053348 17105 train 0.049455 17106 train 0.050167 17107 train 0.055629 17108 train 0.051606 17109 train 0.053587 17110 train 0.054000 17111 train 0.052225 17112 train 0.053845 17113 train 0.056746 17114 train 0.055816 17115 train 0.056811 17116 train 0.051063 17117 train 0.052823 17118 train 0.050286 17119 train 0.053563 17120 train 0.050690 17121 train 0.046029 17122 train 0.050107 17123 train 0.046210 17124 train 0.046010 17125 val 18.0909 17125 train 0.046079 17126 train 0.051743 17127 train 0.056309 17128 train 0.049209 17129 train 0.050116 17130 train 0.048910 17131 train 0.050568 17132 train 0.052794 17133 train 0.059589 17134 train 0.050713 17135 train 0.052142 17136 train 0.052926 17137 train 0.048602 17138 train 0.055329 17139 train 0.051286 17140 train 0.051522 17141 train 0.049892 17142 train 0.046046 17143 train 0.048616 17144 train 0.048367 17145 train 0.048298 17146 train 0.047456 17147 train 0.050727 17148 train 0.051547 17149 train 0.052960 17150 val 17.9987 17150 train 0.054395 17151 train 0.053987 17152 train 0.050316 17153 train 0.053079 17154 train 0.051520 17155 train 0.053705 17156 train 0.050539 17157 train 0.049852 17158 train 0.055066 17159 train 0.052089 17160 train 0.047229 17161 train 0.045135 17162 train 0.046803 17163 train 0.050815 17164 train 0.047712 17165 train 0.050177 17166 train 0.044378 17167 train 0.048395 17168 train 0.049594 17169 train 0.063501 17170 train 0.048494 17171 train 0.046516 17172 train 0.046764 17173 train 0.047605 17174 train 0.051520 17175 val 18.0342 17175 train 0.050953 17176 train 0.053854 17177 train 0.052748 17178 train 0.049783 17179 train 0.045739 17180 train 0.049094 17181 train 0.050720 17182 train 0.050008 17183 train 0.049494 17184 train 0.049537 17185 train 0.049638 17186 train 0.061852 17187 train 0.054163 17188 train 0.051429 17189 train 0.053114 17190 train 0.054383 17191 train 0.057135 17192 train 0.046881 17193 train 0.052022 17194 train 0.054330 17195 train 0.055081 17196 train 0.049875 17197 train 0.052870 17198 train 0.050705 17199 train 0.046640 17200 val 18.1575 17200 train 0.049760 17201 train 0.047667 17202 train 0.049439 17203 train 0.045995 17204 train 0.046663 17205 train 0.061878 17206 train 0.043724 17207 train 0.050715 17208 train 0.050405 17209 train 0.047791 17210 train 0.052153 17211 train 0.053120 17212 train 0.052680 17213 train 0.054157 17214 train 0.052920 17215 train 0.049136 17216 train 0.052805 17217 train 0.048327 17218 train 0.055178 17219 train 0.053229 17220 train 0.048760 17221 train 0.052111 17222 train 0.049146 17223 train 0.052954 17224 train 0.053769 17225 val 18.1102 17225 train 0.055555 17226 train 0.049046 17227 train 0.055074 17228 train 0.052187 17229 train 0.051698 17230 train 0.048097 17231 train 0.053350 17232 train 0.045959 17233 train 0.047985 17234 train 0.053171 17235 train 0.050813 17236 train 0.050667 17237 train 0.052520 17238 train 0.047378 17239 train 0.047608 17240 train 0.055215 17241 train 0.047684 17242 train 0.049552 17243 train 0.049567 17244 train 0.047703 17245 train 0.047554 17246 train 0.051232 17247 train 0.052947 17248 train 0.058901 17249 train 0.053935 17250 val 17.9934 17250 train 0.054951 17251 train 0.048266 17252 train 0.049472 17253 train 0.051868 17254 train 0.055629 17255 train 0.057242 17256 train 0.054662 17257 train 0.057733 17258 train 0.052781 17259 train 0.048655 17260 train 0.053669 17261 train 0.048816 17262 train 0.048432 17263 train 0.053969 17264 train 0.058687 17265 train 0.049632 17266 train 0.046821 17267 train 0.047344 17268 train 0.049400 17269 train 0.051408 17270 train 0.054977 17271 train 0.051857 17272 train 0.052668 17273 train 0.049952 17274 train 0.048945 17275 val 18.1275 17275 train 0.048361 17276 train 0.051460 17277 train 0.054479 17278 train 0.047112 17279 train 0.047626 17280 train 0.050052 17281 train 0.047746 17282 train 0.049528 17283 train 0.045597 17284 train 0.048799 17285 train 0.047240 17286 train 0.053166 17287 train 0.050598 17288 train 0.053271 17289 train 0.056294 17290 train 0.054908 17291 train 0.058251 17292 train 0.054394 17293 train 0.050864 17294 train 0.049757 17295 train 0.048963 17296 train 0.051626 17297 train 0.051193 17298 train 0.054960 17299 train 0.057829 17300 val 18.1446 17300 train 0.057713 17301 train 0.053687 17302 train 0.052962 17303 train 0.051374 17304 train 0.052240 17305 train 0.050176 17306 train 0.049410 17307 train 0.047544 17308 train 0.053625 17309 train 0.050489 17310 train 0.047971 17311 train 0.051047 17312 train 0.051642 17313 train 0.057033 17314 train 0.052306 17315 train 0.047179 17316 train 0.048421 17317 train 0.051911 17318 train 0.048625 17319 train 0.047285 17320 train 0.049142 17321 train 0.053995 17322 train 0.053779 17323 train 0.047048 17324 train 0.045765 17325 val 18.1186 17325 train 0.049947 17326 train 0.049519 17327 train 0.052724 17328 train 0.053130 17329 train 0.047927 17330 train 0.052007 17331 train 0.047165 17332 train 0.048352 17333 train 0.053757 17334 train 0.053264 17335 train 0.051289 17336 train 0.051241 17337 train 0.053777 17338 train 0.049036 17339 train 0.051323 17340 train 0.049138 17341 train 0.051923 17342 train 0.047434 17343 train 0.050478 17344 train 0.050234 17345 train 0.049559 17346 train 0.047315 17347 train 0.044460 17348 train 0.047326 17349 train 0.046182 17350 val 18.0331 17350 train 0.051374 17351 train 0.047629 17352 train 0.048129 17353 train 0.047244 17354 train 0.050395 17355 train 0.047209 17356 train 0.050166 17357 train 0.048568 17358 train 0.050855 17359 train 0.047736 17360 train 0.052912 17361 train 0.051693 17362 train 0.049158 17363 train 0.045501 17364 train 0.044324 17365 train 0.051052 17366 train 0.049261 17367 train 0.051221 17368 train 0.046069 17369 train 0.053895 17370 train 0.046529 17371 train 0.046194 17372 train 0.052483 17373 train 0.056511 17374 train 0.048097 17375 val 18.0884 17375 train 0.054740 17376 train 0.050719 17377 train 0.052781 17378 train 0.046491 17379 train 0.047177 17380 train 0.053361 17381 train 0.050282 17382 train 0.047328 17383 train 0.046890 17384 train 0.048940 17385 train 0.044542 17386 train 0.053423 17387 train 0.048135 17388 train 0.048685 17389 train 0.044542 17390 train 0.051154 17391 train 0.051289 17392 train 0.048901 17393 train 0.054115 17394 train 0.055829 17395 train 0.049948 17396 train 0.053819 17397 train 0.045307 17398 train 0.055843 17399 train 0.047295 17400 val 18.2039 17400 train 0.047199 17401 train 0.051044 17402 train 0.051742 17403 train 0.049677 17404 train 0.048757 17405 train 0.050015 17406 train 0.050565 17407 train 0.048422 17408 train 0.048662 17409 train 0.049988 17410 train 0.055826 17411 train 0.050659 17412 train 0.054102 17413 train 0.048904 17414 train 0.048218 17415 train 0.053193 17416 train 0.052901 17417 train 0.054094 17418 train 0.050342 17419 train 0.052796 17420 train 0.048390 17421 train 0.044935 17422 train 0.048035 17423 train 0.053831 17424 train 0.046566 17425 val 18.1148 17425 train 0.050839 17426 train 0.050049 17427 train 0.052518 17428 train 0.043870 17429 train 0.047284 17430 train 0.049849 17431 train 0.053953 17432 train 0.050249 17433 train 0.052809 17434 train 0.054708 17435 train 0.053011 17436 train 0.048724 17437 train 0.053526 17438 train 0.051794 17439 train 0.052768 17440 train 0.054709 17441 train 0.049556 17442 train 0.045978 17443 train 0.051854 17444 train 0.046615 17445 train 0.055176 17446 train 0.049493 17447 train 0.051557 17448 train 0.060323 17449 train 0.051750 17450 val 18.1205 17450 train 0.051427 17451 train 0.044223 17452 train 0.051185 17453 train 0.051840 17454 train 0.049661 17455 train 0.047477 17456 train 0.051991 17457 train 0.046671 17458 train 0.051888 17459 train 0.049944 17460 train 0.046566 17461 train 0.051927 17462 train 0.054406 17463 train 0.047771 17464 train 0.050818 17465 train 0.049424 17466 train 0.049224 17467 train 0.051877 17468 train 0.050053 17469 train 0.053724 17470 train 0.052850 17471 train 0.049174 17472 train 0.052675 17473 train 0.057416 17474 train 0.050123 17475 val 18.1545 17475 train 0.055070 17476 train 0.050938 17477 train 0.045388 17478 train 0.053535 17479 train 0.048798 17480 train 0.047037 17481 train 0.050963 17482 train 0.055093 17483 train 0.046396 17484 train 0.051114 17485 train 0.052802 17486 train 0.050565 17487 train 0.052249 17488 train 0.048533 17489 train 0.055914 17490 train 0.056595 17491 train 0.055056 17492 train 0.048750 17493 train 0.061422 17494 train 0.055500 17495 train 0.048151 17496 train 0.051980 17497 train 0.051107 17498 train 0.048570 17499 train 0.050972 17500 val 18.1552 17500 train 0.050141 17501 train 0.048847 17502 train 0.045559 17503 train 0.047468 17504 train 0.049896 17505 train 0.052604 17506 train 0.051923 17507 train 0.051408 17508 train 0.049962 17509 train 0.049156 17510 train 0.050191 17511 train 0.053894 17512 train 0.048247 17513 train 0.050665 17514 train 0.050286 17515 train 0.047818 17516 train 0.052487 17517 train 0.052080 17518 train 0.052910 17519 train 0.052226 17520 train 0.046261 17521 train 0.045493 17522 train 0.047813 17523 train 0.052009 17524 train 0.053256 17525 val 18.0997 17525 train 0.052327 17526 train 0.051738 17527 train 0.049769 17528 train 0.051949 17529 train 0.058507 17530 train 0.051763 17531 train 0.047481 17532 train 0.047987 17533 train 0.049863 17534 train 0.047471 17535 train 0.056765 17536 train 0.052729 17537 train 0.050063 17538 train 0.049297 17539 train 0.048446 17540 train 0.040366 17541 train 0.047375 17542 train 0.043890 17543 train 0.048135 17544 train 0.047922 17545 train 0.049183 17546 train 0.049541 17547 train 0.059015 17548 train 0.047882 17549 train 0.051887 17550 val 18.0703 17550 train 0.055152 17551 train 0.051727 17552 train 0.052095 17553 train 0.048733 17554 train 0.051855 17555 train 0.055314 17556 train 0.046788 17557 train 0.054628 17558 train 0.051528 17559 train 0.047961 17560 train 0.045027 17561 train 0.047462 17562 train 0.047643 17563 train 0.052619 17564 train 0.056157 17565 train 0.054300 17566 train 0.048834 17567 train 0.051776 17568 train 0.050329 17569 train 0.055567 17570 train 0.052109 17571 train 0.047548 17572 train 0.051136 17573 train 0.047113 17574 train 0.052564 17575 val 18.0420 17575 train 0.059661 17576 train 0.045232 17577 train 0.048013 17578 train 0.057847 17579 train 0.050232 17580 train 0.048651 17581 train 0.050236 17582 train 0.051399 17583 train 0.049756 17584 train 0.053805 17585 train 0.054310 17586 train 0.057645 17587 train 0.054444 17588 train 0.051390 17589 train 0.053662 17590 train 0.053372 17591 train 0.050213 17592 train 0.048578 17593 train 0.055584 17594 train 0.057735 17595 train 0.051744 17596 train 0.048349 17597 train 0.047780 17598 train 0.052730 17599 train 0.053111 17600 val 18.1684 17600 train 0.051359 17601 train 0.042425 17602 train 0.049596 17603 train 0.049758 17604 train 0.050337 17605 train 0.049309 17606 train 0.051217 17607 train 0.054008 17608 train 0.052054 17609 train 0.049091 17610 train 0.051362 17611 train 0.048344 17612 train 0.047208 17613 train 0.050713 17614 train 0.052588 17615 train 0.055212 17616 train 0.052882 17617 train 0.053055 17618 train 0.049453 17619 train 0.048077 17620 train 0.052111 17621 train 0.048757 17622 train 0.050130 17623 train 0.049946 17624 train 0.047160 17625 val 18.1066 17625 train 0.055175 17626 train 0.053878 17627 train 0.055321 17628 train 0.054562 17629 train 0.048388 17630 train 0.049823 17631 train 0.060761 17632 train 0.046164 17633 train 0.053052 17634 train 0.046950 17635 train 0.051055 17636 train 0.049002 17637 train 0.046486 17638 train 0.046928 17639 train 0.047402 17640 train 0.047439 17641 train 0.046095 17642 train 0.051286 17643 train 0.053893 17644 train 0.051215 17645 train 0.048702 17646 train 0.051672 17647 train 0.045879 17648 train 0.051128 17649 train 0.050405 17650 val 18.0347 17650 train 0.051552 17651 train 0.050867 17652 train 0.052922 17653 train 0.053126 17654 train 0.053522 17655 train 0.051138 17656 train 0.050349 17657 train 0.050832 17658 train 0.051319 17659 train 0.046074 17660 train 0.048239 17661 train 0.043480 17662 train 0.045310 17663 train 0.044831 17664 train 0.049238 17665 train 0.049126 17666 train 0.047607 17667 train 0.060828 17668 train 0.048280 17669 train 0.047209 17670 train 0.049823 17671 train 0.048521 17672 train 0.048207 17673 train 0.048333 17674 train 0.050515 17675 val 18.1409 17675 train 0.048284 17676 train 0.051767 17677 train 0.049981 17678 train 0.051843 17679 train 0.046356 17680 train 0.050389 17681 train 0.046573 17682 train 0.053743 17683 train 0.048788 17684 train 0.048379 17685 train 0.056154 17686 train 0.051969 17687 train 0.045073 17688 train 0.050270 17689 train 0.050202 17690 train 0.051479 17691 train 0.046440 17692 train 0.051311 17693 train 0.047283 17694 train 0.055830 17695 train 0.048733 17696 train 0.053269 17697 train 0.048974 17698 train 0.044246 17699 train 0.047836 17700 val 18.1978 17700 train 0.046191 17701 train 0.048099 17702 train 0.046632 17703 train 0.046899 17704 train 0.050409 17705 train 0.052005 17706 train 0.051348 17707 train 0.048731 17708 train 0.047390 17709 train 0.042918 17710 train 0.050452 17711 train 0.046362 17712 train 0.056586 17713 train 0.050887 17714 train 0.048975 17715 train 0.047233 17716 train 0.051692 17717 train 0.048118 17718 train 0.053883 17719 train 0.049665 17720 train 0.049718 17721 train 0.043556 17722 train 0.046337 17723 train 0.052638 17724 train 0.052961 17725 val 18.1474 17725 train 0.046723 17726 train 0.047980 17727 train 0.047982 17728 train 0.047902 17729 train 0.047254 17730 train 0.047925 17731 train 0.047133 17732 train 0.056743 17733 train 0.050346 17734 train 0.051001 17735 train 0.046781 17736 train 0.051952 17737 train 0.049187 17738 train 0.049824 17739 train 0.041803 17740 train 0.043514 17741 train 0.046833 17742 train 0.048989 17743 train 0.046520 17744 train 0.049950 17745 train 0.051972 17746 train 0.053527 17747 train 0.048304 17748 train 0.050752 17749 train 0.048228 17750 val 18.0982 17750 train 0.052333 17751 train 0.047463 17752 train 0.053211 17753 train 0.053814 17754 train 0.052581 17755 train 0.049853 17756 train 0.047999 17757 train 0.049607 17758 train 0.046183 17759 train 0.047962 17760 train 0.048440 17761 train 0.052403 17762 train 0.045152 17763 train 0.046844 17764 train 0.050597 17765 train 0.049162 17766 train 0.045129 17767 train 0.046621 17768 train 0.046779 17769 train 0.052853 17770 train 0.052052 17771 train 0.046506 17772 train 0.045964 17773 train 0.050512 17774 train 0.049005 17775 val 18.2011 17775 train 0.048597 17776 train 0.048850 17777 train 0.050732 17778 train 0.048071 17779 train 0.045538 17780 train 0.051847 17781 train 0.046995 17782 train 0.048617 17783 train 0.045258 17784 train 0.048065 17785 train 0.044941 17786 train 0.048901 17787 train 0.051950 17788 train 0.056246 17789 train 0.051617 17790 train 0.050636 17791 train 0.049301 17792 train 0.054863 17793 train 0.051800 17794 train 0.051683 17795 train 0.053304 17796 train 0.046749 17797 train 0.049636 17798 train 0.050694 17799 train 0.056986 17800 val 18.1714 17800 train 0.049629 17801 train 0.050898 17802 train 0.043416 17803 train 0.050811 17804 train 0.051338 17805 train 0.049720 17806 train 0.048933 17807 train 0.044461 17808 train 0.045453 17809 train 0.047622 17810 train 0.050021 17811 train 0.051274 17812 train 0.051103 17813 train 0.047090 17814 train 0.057688 17815 train 0.044297 17816 train 0.051972 17817 train 0.048425 17818 train 0.047169 17819 train 0.049721 17820 train 0.045739 17821 train 0.041925 17822 train 0.045967 17823 train 0.049159 17824 train 0.046627 17825 val 18.0762 17825 train 0.046702 17826 train 0.048227 17827 train 0.052754 17828 train 0.053864 17829 train 0.047671 17830 train 0.052285 17831 train 0.053562 17832 train 0.050435 17833 train 0.051784 17834 train 0.048087 17835 train 0.053400 17836 train 0.050160 17837 train 0.051938 17838 train 0.052243 17839 train 0.045457 17840 train 0.047731 17841 train 0.046042 17842 train 0.047675 17843 train 0.047865 17844 train 0.048913 17845 train 0.048021 17846 train 0.044482 17847 train 0.048727 17848 train 0.054953 17849 train 0.047080 17850 val 18.1435 17850 train 0.068248 17851 train 0.048951 17852 train 0.045493 17853 train 0.045943 17854 train 0.049149 17855 train 0.052567 17856 train 0.045009 17857 train 0.047360 17858 train 0.048107 17859 train 0.050048 17860 train 0.046323 17861 train 0.047220 17862 train 0.045709 17863 train 0.047627 17864 train 0.044163 17865 train 0.049781 17866 train 0.046641 17867 train 0.051893 17868 train 0.053685 17869 train 0.057893 17870 train 0.053489 17871 train 0.058985 17872 train 0.052305 17873 train 0.052619 17874 train 0.053659 17875 val 18.1787 17875 train 0.053312 17876 train 0.045512 17877 train 0.051053 17878 train 0.048022 17879 train 0.053272 17880 train 0.052201 17881 train 0.049196 17882 train 0.050208 17883 train 0.050516 17884 train 0.048507 17885 train 0.048308 17886 train 0.046530 17887 train 0.052227 17888 train 0.049205 17889 train 0.051962 17890 train 0.045597 17891 train 0.049973 17892 train 0.051348 17893 train 0.048346 17894 train 0.050605 17895 train 0.048254 17896 train 0.049334 17897 train 0.046035 17898 train 0.043732 17899 train 0.048786 17900 val 18.2168 17900 train 0.048594 17901 train 0.048511 17902 train 0.045051 17903 train 0.046314 17904 train 0.051306 17905 train 0.050782 17906 train 0.049981 17907 train 0.053323 17908 train 0.049707 17909 train 0.051944 17910 train 0.055581 17911 train 0.051740 17912 train 0.055612 17913 train 0.054846 17914 train 0.049931 17915 train 0.055939 17916 train 0.052153 17917 train 0.049965 17918 train 0.049684 17919 train 0.046421 17920 train 0.052444 17921 train 0.049847 17922 train 0.048992 17923 train 0.048089 17924 train 0.043542 17925 val 18.0570 17925 train 0.048409 17926 train 0.049409 17927 train 0.048925 17928 train 0.047312 17929 train 0.047731 17930 train 0.047445 17931 train 0.049680 17932 train 0.047824 17933 train 0.050128 17934 train 0.045673 17935 train 0.045853 17936 train 0.050997 17937 train 0.053502 17938 train 0.044424 17939 train 0.046365 17940 train 0.048747 17941 train 0.048792 17942 train 0.045772 17943 train 0.053436 17944 train 0.053660 17945 train 0.050122 17946 train 0.049363 17947 train 0.052220 17948 train 0.053307 17949 train 0.052181 17950 val 18.1184 17950 train 0.045490 17951 train 0.050168 17952 train 0.057684 17953 train 0.048091 17954 train 0.046387 17955 train 0.052025 17956 train 0.049603 17957 train 0.050184 17958 train 0.043592 17959 train 0.042785 17960 train 0.043757 17961 train 0.046883 17962 train 0.045231 17963 train 0.047950 17964 train 0.049276 17965 train 0.048629 17966 train 0.047500 17967 train 0.052726 17968 train 0.050206 17969 train 0.047061 17970 train 0.044309 17971 train 0.046261 17972 train 0.048244 17973 train 0.050283 17974 train 0.048401 17975 val 18.0923 17975 train 0.046782 17976 train 0.044026 17977 train 0.043459 17978 train 0.046312 17979 train 0.051216 17980 train 0.046871 17981 train 0.048173 17982 train 0.047371 17983 train 0.047616 17984 train 0.048990 17985 train 0.046665 17986 train 0.046833 17987 train 0.052828 17988 train 0.052913 17989 train 0.054676 17990 train 0.050355 17991 train 0.049489 17992 train 0.050882 17993 train 0.051864 17994 train 0.042863 17995 train 0.047589 17996 train 0.045042 17997 train 0.051094 17998 train 0.049066 17999 train 0.046879 18000 val 18.1103 18000 train 0.050095 18001 train 0.050564 18002 train 0.049374 18003 train 0.048274 18004 train 0.046529 18005 train 0.048347 18006 train 0.046380 18007 train 0.052177 18008 train 0.053282 18009 train 0.050298 18010 train 0.050009 18011 train 0.046557 18012 train 0.048490 18013 train 0.048999 18014 train 0.055328 18015 train 0.043007 18016 train 0.048251 18017 train 0.047471 18018 train 0.052286 18019 train 0.044664 18020 train 0.046688 18021 train 0.043700 18022 train 0.048571 18023 train 0.050678 18024 train 0.059025 18025 val 18.2104 18025 train 0.046342 18026 train 0.047407 18027 train 0.048163 18028 train 0.050359 18029 train 0.049139 18030 train 0.047885 18031 train 0.051801 18032 train 0.049353 18033 train 0.045030 18034 train 0.049329 18035 train 0.044883 18036 train 0.048905 18037 train 0.047334 18038 train 0.052229 18039 train 0.053256 18040 train 0.050230 18041 train 0.046723 18042 train 0.049204 18043 train 0.047445 18044 train 0.043484 18045 train 0.052659 18046 train 0.051924 18047 train 0.058017 18048 train 0.045480 18049 train 0.055127 18050 val 18.1412 18050 train 0.056153 18051 train 0.049860 18052 train 0.049265 18053 train 0.047044 18054 train 0.049001 18055 train 0.051713 18056 train 0.047210 18057 train 0.053078 18058 train 0.049531 18059 train 0.044344 18060 train 0.042764 18061 train 0.044798 18062 train 0.046992 18063 train 0.047323 18064 train 0.050382 18065 train 0.048911 18066 train 0.046565 18067 train 0.046255 18068 train 0.049072 18069 train 0.055782 18070 train 0.049445 18071 train 0.047754 18072 train 0.046275 18073 train 0.045253 18074 train 0.048285 18075 val 18.1266 18075 train 0.046884 18076 train 0.051770 18077 train 0.054446 18078 train 0.048789 18079 train 0.046572 18080 train 0.041283 18081 train 0.055415 18082 train 0.044708 18083 train 0.051249 18084 train 0.055330 18085 train 0.058289 18086 train 0.055428 18087 train 0.044416 18088 train 0.048584 18089 train 0.051483 18090 train 0.051705 18091 train 0.049036 18092 train 0.050206 18093 train 0.052686 18094 train 0.050821 18095 train 0.045887 18096 train 0.047100 18097 train 0.049826 18098 train 0.045514 18099 train 0.045359 18100 val 18.2021 18100 train 0.048213 18101 train 0.044745 18102 train 0.054146 18103 train 0.051057 18104 train 0.049529 18105 train 0.046857 18106 train 0.045928 18107 train 0.048814 18108 train 0.061214 18109 train 0.048938 18110 train 0.051251 18111 train 0.046813 18112 train 0.050628 18113 train 0.053655 18114 train 0.052252 18115 train 0.046957 18116 train 0.044125 18117 train 0.053694 18118 train 0.045725 18119 train 0.047179 18120 train 0.050731 18121 train 0.052103 18122 train 0.049588 18123 train 0.051311 18124 train 0.053130 18125 val 18.1925 18125 train 0.050850 18126 train 0.052993 18127 train 0.052391 18128 train 0.053335 18129 train 0.058458 18130 train 0.052856 18131 train 0.047377 18132 train 0.048951 18133 train 0.053563 18134 train 0.052294 18135 train 0.049124 18136 train 0.049271 18137 train 0.049770 18138 train 0.047134 18139 train 0.050005 18140 train 0.050180 18141 train 0.049307 18142 train 0.044162 18143 train 0.052327 18144 train 0.051533 18145 train 0.049536 18146 train 0.052703 18147 train 0.050909 18148 train 0.047574 18149 train 0.046138 18150 val 18.1142 18150 train 0.043996 18151 train 0.051063 18152 train 0.045770 18153 train 0.048889 18154 train 0.046050 18155 train 0.047987 18156 train 0.050719 18157 train 0.050728 18158 train 0.042213 18159 train 0.045326 18160 train 0.046658 18161 train 0.043820 18162 train 0.045752 18163 train 0.047012 18164 train 0.050903 18165 train 0.051838 18166 train 0.050365 18167 train 0.048286 18168 train 0.050335 18169 train 0.052193 18170 train 0.049967 18171 train 0.051795 18172 train 0.048492 18173 train 0.048987 18174 train 0.061737 18175 val 18.1261 18175 train 0.047792 18176 train 0.047137 18177 train 0.048877 18178 train 0.049913 18179 train 0.047976 18180 train 0.051849 18181 train 0.047700 18182 train 0.046667 18183 train 0.049511 18184 train 0.049335 18185 train 0.054407 18186 train 0.046209 18187 train 0.052079 18188 train 0.047404 18189 train 0.051105 18190 train 0.053453 18191 train 0.048455 18192 train 0.047782 18193 train 0.049887 18194 train 0.046576 18195 train 0.047768 18196 train 0.046800 18197 train 0.044684 18198 train 0.051004 18199 train 0.041661 18200 val 18.2097 18200 train 0.044026 18201 train 0.046909 18202 train 0.049320 18203 train 0.048852 18204 train 0.046905 18205 train 0.051006 18206 train 0.053290 18207 train 0.051111 18208 train 0.048470 18209 train 0.044013 18210 train 0.091611 18211 train 0.045331 18212 train 0.046519 18213 train 0.051687 18214 train 0.043463 18215 train 0.047635 18216 train 0.050555 18217 train 0.046704 18218 train 0.050716 18219 train 0.048989 18220 train 0.044330 18221 train 0.049274 18222 train 0.049073 18223 train 0.052758 18224 train 0.052621 18225 val 18.0854 18225 train 0.055000 18226 train 0.055207 18227 train 0.050215 18228 train 0.048699 18229 train 0.049009 18230 train 0.042025 18231 train 0.049221 18232 train 0.050309 18233 train 0.049951 18234 train 0.052495 18235 train 0.054873 18236 train 0.046323 18237 train 0.047114 18238 train 0.048785 18239 train 0.049924 18240 train 0.043340 18241 train 0.047423 18242 train 0.048678 18243 train 0.049412 18244 train 0.051374 18245 train 0.048503 18246 train 0.047285 18247 train 0.045691 18248 train 0.051152 18249 train 0.051958 18250 val 18.1382 18250 train 0.047652 18251 train 0.048853 18252 train 0.051231 18253 train 0.050281 18254 train 0.047498 18255 train 0.050127 18256 train 0.053474 18257 train 0.048209 18258 train 0.045056 18259 train 0.044886 18260 train 0.049501 18261 train 0.050127 18262 train 0.047031 18263 train 0.052625 18264 train 0.045663 18265 train 0.049403 18266 train 0.046207 18267 train 0.052867 18268 train 0.046138 18269 train 0.049593 18270 train 0.047549 18271 train 0.057668 18272 train 0.054190 18273 train 0.054620 18274 train 0.049006 18275 val 18.2064 18275 train 0.050523 18276 train 0.044568 18277 train 0.047874 18278 train 0.051400 18279 train 0.047156 18280 train 0.044590 18281 train 0.047151 18282 train 0.045073 18283 train 0.050272 18284 train 0.050295 18285 train 0.051739 18286 train 0.047530 18287 train 0.050327 18288 train 0.045585 18289 train 0.047961 18290 train 0.049323 18291 train 0.049053 18292 train 0.054024 18293 train 0.053690 18294 train 0.048097 18295 train 0.049881 18296 train 0.046760 18297 train 0.051009 18298 train 0.048051 18299 train 0.046789 18300 val 18.0819 18300 train 0.046618 18301 train 0.044709 18302 train 0.043245 18303 train 0.049466 18304 train 0.048025 18305 train 0.052837 18306 train 0.049604 18307 train 0.046007 18308 train 0.047188 18309 train 0.051587 18310 train 0.050841 18311 train 0.046870 18312 train 0.048617 18313 train 0.049440 18314 train 0.052472 18315 train 0.049104 18316 train 0.044589 18317 train 0.049170 18318 train 0.043609 18319 train 0.042171 18320 train 0.045201 18321 train 0.048858 18322 train 0.047042 18323 train 0.044444 18324 train 0.045396 18325 val 18.1343 18325 train 0.047037 18326 train 0.045799 18327 train 0.050604 18328 train 0.059412 18329 train 0.052134 18330 train 0.052405 18331 train 0.054546 18332 train 0.049716 18333 train 0.049571 18334 train 0.040889 18335 train 0.047087 18336 train 0.048784 18337 train 0.043521 18338 train 0.041152 18339 train 0.048860 18340 train 0.051034 18341 train 0.049094 18342 train 0.049211 18343 train 0.049834 18344 train 0.048892 18345 train 0.047684 18346 train 0.051884 18347 train 0.048253 18348 train 0.049930 18349 train 0.050095 18350 val 18.1691 18350 train 0.051055 18351 train 0.053171 18352 train 0.057096 18353 train 0.050156 18354 train 0.045010 18355 train 0.050720 18356 train 0.050269 18357 train 0.048076 18358 train 0.045340 18359 train 0.049863 18360 train 0.045126 18361 train 0.048712 18362 train 0.046997 18363 train 0.046193 18364 train 0.045926 18365 train 0.053724 18366 train 0.054705 18367 train 0.048804 18368 train 0.050075 18369 train 0.048735 18370 train 0.048471 18371 train 0.050498 18372 train 0.048700 18373 train 0.049578 18374 train 0.049971 18375 val 18.2219 18375 train 0.054216 18376 train 0.053572 18377 train 0.046008 18378 train 0.052267 18379 train 0.046619 18380 train 0.049541 18381 train 0.044813 18382 train 0.046207 18383 train 0.053361 18384 train 0.047829 18385 train 0.053599 18386 train 0.051952 18387 train 0.047979 18388 train 0.051937 18389 train 0.054785 18390 train 0.051036 18391 train 0.052430 18392 train 0.058443 18393 train 0.051125 18394 train 0.047107 18395 train 0.054092 18396 train 0.045241 18397 train 0.045411 18398 train 0.047866 18399 train 0.046501 18400 val 18.1905 18400 train 0.045074 18401 train 0.049049 18402 train 0.047529 18403 train 0.048814 18404 train 0.051459 18405 train 0.050302 18406 train 0.054465 18407 train 0.046446 18408 train 0.051669 18409 train 0.049987 18410 train 0.052071 18411 train 0.050917 18412 train 0.051617 18413 train 0.048740 18414 train 0.050371 18415 train 0.046568 18416 train 0.050385 18417 train 0.046385 18418 train 0.046430 18419 train 0.048125 18420 train 0.048974 18421 train 0.047391 18422 train 0.046725 18423 train 0.043276 18424 train 0.052640 18425 val 18.2123 18425 train 0.050107 18426 train 0.052195 18427 train 0.050257 18428 train 0.050307 18429 train 0.048728 18430 train 0.051939 18431 train 0.048452 18432 train 0.046382 18433 train 0.044755 18434 train 0.047302 18435 train 0.052915 18436 train 0.050720 18437 train 0.051140 18438 train 0.048759 18439 train 0.045260 18440 train 0.048862 18441 train 0.055375 18442 train 0.055601 18443 train 0.049681 18444 train 0.051666 18445 train 0.046860 18446 train 0.057437 18447 train 0.050552 18448 train 0.050295 18449 train 0.049756 18450 val 18.1509 18450 train 0.055429 18451 train 0.051941 18452 train 0.051783 18453 train 0.047042 18454 train 0.048822 18455 train 0.050000 18456 train 0.048367 18457 train 0.046480 18458 train 0.046152 18459 train 0.045946 18460 train 0.045766 18461 train 0.046469 18462 train 0.043799 18463 train 0.049227 18464 train 0.052432 18465 train 0.059287 18466 train 0.052348 18467 train 0.049943 18468 train 0.048027 18469 train 0.049945 18470 train 0.046636 18471 train 0.049993 18472 train 0.049154 18473 train 0.046869 18474 train 0.047697 18475 val 18.2347 18475 train 0.049567 18476 train 0.049215 18477 train 0.051730 18478 train 0.049820 18479 train 0.041240 18480 train 0.048401 18481 train 0.047332 18482 train 0.050409 18483 train 0.052712 18484 train 0.047701 18485 train 0.052513 18486 train 0.045841 18487 train 0.047480 18488 train 0.052831 18489 train 0.052520 18490 train 0.048825 18491 train 0.052725 18492 train 0.053692 18493 train 0.047154 18494 train 0.044791 18495 train 0.043926 18496 train 0.044366 18497 train 0.048799 18498 train 0.051185 18499 train 0.047869 18500 val 18.2508 18500 train 0.043555 18501 train 0.049920 18502 train 0.046636 18503 train 0.046298 18504 train 0.045317 18505 train 0.046323 18506 train 0.049700 18507 train 0.047143 18508 train 0.048171 18509 train 0.044234 18510 train 0.047885 18511 train 0.048257 18512 train 0.052391 18513 train 0.050606 18514 train 0.047104 18515 train 0.042606 18516 train 0.045388 18517 train 0.049833 18518 train 0.048382 18519 train 0.045299 18520 train 0.047052 18521 train 0.049495 18522 train 0.049562 18523 train 0.045347 18524 train 0.046608 18525 val 18.1958 18525 train 0.050638 18526 train 0.044146 18527 train 0.050858 18528 train 0.049301 18529 train 0.051008 18530 train 0.047684 18531 train 0.046696 18532 train 0.045451 18533 train 0.047616 18534 train 0.047875 18535 train 0.052474 18536 train 0.044525 18537 train 0.044605 18538 train 0.049014 18539 train 0.045432 18540 train 0.045350 18541 train 0.044963 18542 train 0.046689 18543 train 0.050938 18544 train 0.043433 18545 train 0.047943 18546 train 0.049409 18547 train 0.051091 18548 train 0.047209 18549 train 0.042039 18550 val 18.1671 18550 train 0.040564 18551 train 0.049586 18552 train 0.048920 18553 train 0.042891 18554 train 0.044608 18555 train 0.051405 18556 train 0.051129 18557 train 0.046556 18558 train 0.046700 18559 train 0.042784 18560 train 0.046992 18561 train 0.045542 18562 train 0.044169 18563 train 0.045011 18564 train 0.049621 18565 train 0.049336 18566 train 0.049421 18567 train 0.054039 18568 train 0.045973 18569 train 0.052426 18570 train 0.049144 18571 train 0.048622 18572 train 0.042312 18573 train 0.048928 18574 train 0.048073 18575 val 18.2279 18575 train 0.051322 18576 train 0.051729 18577 train 0.045328 18578 train 0.045944 18579 train 0.046319 18580 train 0.044894 18581 train 0.044992 18582 train 0.046797 18583 train 0.051614 18584 train 0.051703 18585 train 0.042977 18586 train 0.045936 18587 train 0.047570 18588 train 0.046353 18589 train 0.047645 18590 train 0.045659 18591 train 0.052044 18592 train 0.048821 18593 train 0.044112 18594 train 0.049435 18595 train 0.046650 18596 train 0.050330 18597 train 0.050674 18598 train 0.048242 18599 train 0.046624 18600 val 18.3595 18600 train 0.046167 18601 train 0.046078 18602 train 0.045818 18603 train 0.048787 18604 train 0.046996 18605 train 0.053948 18606 train 0.048398 18607 train 0.049439 18608 train 0.050121 18609 train 0.059429 18610 train 0.051369 18611 train 0.046972 18612 train 0.048867 18613 train 0.054385 18614 train 0.048180 18615 train 0.046644 18616 train 0.051234 18617 train 0.046592 18618 train 0.043997 18619 train 0.050238 18620 train 0.044416 18621 train 0.047709 18622 train 0.044204 18623 train 0.047776 18624 train 0.048798 18625 val 18.2899 18625 train 0.053188 18626 train 0.049131 18627 train 0.058370 18628 train 0.046825 18629 train 0.046542 18630 train 0.046732 18631 train 0.049590 18632 train 0.050302 18633 train 0.051295 18634 train 0.048263 18635 train 0.052509 18636 train 0.046029 18637 train 0.054724 18638 train 0.049388 18639 train 0.047432 18640 train 0.041218 18641 train 0.044700 18642 train 0.043697 18643 train 0.050207 18644 train 0.050844 18645 train 0.055648 18646 train 0.050313 18647 train 0.051388 18648 train 0.048980 18649 train 0.051896 18650 val 18.1322 18650 train 0.054057 18651 train 0.049619 18652 train 0.050638 18653 train 0.046887 18654 train 0.045734 18655 train 0.046149 18656 train 0.045899 18657 train 0.053114 18658 train 0.044921 18659 train 0.044605 18660 train 0.048590 18661 train 0.046851 18662 train 0.045716 18663 train 0.047174 18664 train 0.047479 18665 train 0.053122 18666 train 0.051704 18667 train 0.056079 18668 train 0.049188 18669 train 0.055417 18670 train 0.050070 18671 train 0.048414 18672 train 0.046968 18673 train 0.053105 18674 train 0.047337 18675 val 18.3013 18675 train 0.049232 18676 train 0.045721 18677 train 0.044014 18678 train 0.051910 18679 train 0.047310 18680 train 0.047385 18681 train 0.048274 18682 train 0.045470 18683 train 0.046789 18684 train 0.047356 18685 train 0.046068 18686 train 0.048238 18687 train 0.048966 18688 train 0.059182 18689 train 0.048088 18690 train 0.049946 18691 train 0.050238 18692 train 0.049461 18693 train 0.060748 18694 train 0.051038 18695 train 0.049150 18696 train 0.050396 18697 train 0.045658 18698 train 0.041941 18699 train 0.044735 18700 val 18.3068 18700 train 0.043060 18701 train 0.044191 18702 train 0.044647 18703 train 0.043205 18704 train 0.043219 18705 train 0.052362 18706 train 0.050780 18707 train 0.046355 18708 train 0.055984 18709 train 0.046620 18710 train 0.044225 18711 train 0.056055 18712 train 0.047639 18713 train 0.048252 18714 train 0.052048 18715 train 0.047604 18716 train 0.047439 18717 train 0.051163 18718 train 0.045636 18719 train 0.048285 18720 train 0.043534 18721 train 0.041373 18722 train 0.046649 18723 train 0.043178 18724 train 0.047859 18725 val 18.1866 18725 train 0.046001 18726 train 0.054518 18727 train 0.048697 18728 train 0.042883 18729 train 0.062641 18730 train 0.059779 18731 train 0.050199 18732 train 0.045557 18733 train 0.052965 18734 train 0.043400 18735 train 0.051799 18736 train 0.048473 18737 train 0.048350 18738 train 0.049940 18739 train 0.048575 18740 train 0.046443 18741 train 0.046667 18742 train 0.047233 18743 train 0.045393 18744 train 0.051213 18745 train 0.047798 18746 train 0.045962 18747 train 0.049748 18748 train 0.052549 18749 train 0.053067 18750 val 18.2253 18750 train 0.051487 18751 train 0.050129 18752 train 0.049007 18753 train 0.053641 18754 train 0.052655 18755 train 0.051246 18756 train 0.044914 18757 train 0.047674 18758 train 0.047615 18759 train 0.050932 18760 train 0.049064 18761 train 0.045555 18762 train 0.048061 18763 train 0.049517 18764 train 0.044045 18765 train 0.053911 18766 train 0.051450 18767 train 0.057685 18768 train 0.045978 18769 train 0.050101 18770 train 0.046561 18771 train 0.045741 18772 train 0.047695 18773 train 0.055419 18774 train 0.049407 18775 val 18.1807 18775 train 0.053469 18776 train 0.044120 18777 train 0.042853 18778 train 0.046588 18779 train 0.046123 18780 train 0.047002 18781 train 0.041002 18782 train 0.046901 18783 train 0.049554 18784 train 0.048806 18785 train 0.046309 18786 train 0.045044 18787 train 0.049233 18788 train 0.046670 18789 train 0.046238 18790 train 0.044656 18791 train 0.052814 18792 train 0.051010 18793 train 0.047522 18794 train 0.050616 18795 train 0.048375 18796 train 0.059384 18797 train 0.046660 18798 train 0.046314 18799 train 0.045276 18800 val 18.2358 18800 train 0.042980 18801 train 0.049525 18802 train 0.044989 18803 train 0.047873 18804 train 0.045119 18805 train 0.047765 18806 train 0.044608 18807 train 0.049995 18808 train 0.052494 18809 train 0.045953 18810 train 0.048205 18811 train 0.051096 18812 train 0.045418 18813 train 0.044015 18814 train 0.044014 18815 train 0.046502 18816 train 0.045359 18817 train 0.048107 18818 train 0.051371 18819 train 0.046199 18820 train 0.045883 18821 train 0.047032 18822 train 0.044172 18823 train 0.044757 18824 train 0.043930 18825 val 18.2664 18825 train 0.044781 18826 train 0.043348 18827 train 0.042418 18828 train 0.048742 18829 train 0.045260 18830 train 0.054934 18831 train 0.055037 18832 train 0.051859 18833 train 0.049757 18834 train 0.046558 18835 train 0.045810 18836 train 0.047570 18837 train 0.049377 18838 train 0.048380 18839 train 0.048493 18840 train 0.043159 18841 train 0.048331 18842 train 0.042866 18843 train 0.049914 18844 train 0.046762 18845 train 0.045733 18846 train 0.046791 18847 train 0.047101 18848 train 0.048611 18849 train 0.045137 18850 val 18.2224 18850 train 0.052666 18851 train 0.042857 18852 train 0.044314 18853 train 0.046501 18854 train 0.048391 18855 train 0.051994 18856 train 0.052508 18857 train 0.048992 18858 train 0.045002 18859 train 0.044975 18860 train 0.042698 18861 train 0.047852 18862 train 0.044648 18863 train 0.043750 18864 train 0.047930 18865 train 0.040707 18866 train 0.047615 18867 train 0.074564 18868 train 0.045931 18869 train 0.050556 18870 train 0.046826 18871 train 0.044641 18872 train 0.042248 18873 train 0.051559 18874 train 0.053348 18875 val 18.1755 18875 train 0.050609 18876 train 0.045185 18877 train 0.050907 18878 train 0.047594 18879 train 0.046227 18880 train 0.046021 18881 train 0.045330 18882 train 0.047221 18883 train 0.049528 18884 train 0.050450 18885 train 0.047175 18886 train 0.048502 18887 train 0.045005 18888 train 0.045754 18889 train 0.044727 18890 train 0.045991 18891 train 0.047802 18892 train 0.047724 18893 train 0.051323 18894 train 0.048163 18895 train 0.047925 18896 train 0.048730 18897 train 0.050523 18898 train 0.044209 18899 train 0.042285 18900 val 18.1874 18900 train 0.052482 18901 train 0.047725 18902 train 0.048298 18903 train 0.045969 18904 train 0.044457 18905 train 0.046724 18906 train 0.048025 18907 train 0.047072 18908 train 0.049119 18909 train 0.046547 18910 train 0.051995 18911 train 0.044388 18912 train 0.046240 18913 train 0.049845 18914 train 0.052994 18915 train 0.049468 18916 train 0.044239 18917 train 0.048342 18918 train 0.043903 18919 train 0.047715 18920 train 0.047928 18921 train 0.048990 18922 train 0.048599 18923 train 0.047958 18924 train 0.045480 18925 val 18.2783 18925 train 0.044240 18926 train 0.046295 18927 train 0.046944 18928 train 0.048013 18929 train 0.051127 18930 train 0.055672 18931 train 0.046476 18932 train 0.044155 18933 train 0.053091 18934 train 0.046971 18935 train 0.043322 18936 train 0.047317 18937 train 0.048413 18938 train 0.047562 18939 train 0.042216 18940 train 0.044799 18941 train 0.041398 18942 train 0.047899 18943 train 0.045899 18944 train 0.046908 18945 train 0.045037 18946 train 0.045607 18947 train 0.051174 18948 train 0.048688 18949 train 0.056000 18950 val 18.1957 18950 train 0.048650 18951 train 0.048269 18952 train 0.054649 18953 train 0.045631 18954 train 0.044860 18955 train 0.045176 18956 train 0.051819 18957 train 0.049022 18958 train 0.044620 18959 train 0.045753 18960 train 0.044309 18961 train 0.043972 18962 train 0.045994 18963 train 0.048709 18964 train 0.046275 18965 train 0.043538 18966 train 0.043880 18967 train 0.045345 18968 train 0.046488 18969 train 0.048009 18970 train 0.048935 18971 train 0.048808 18972 train 0.044337 18973 train 0.050184 18974 train 0.049616 18975 val 18.2361 18975 train 0.049741 18976 train 0.044535 18977 train 0.044462 18978 train 0.050488 18979 train 0.051151 18980 train 0.043823 18981 train 0.045579 18982 train 0.046968 18983 train 0.044788 18984 train 0.044202 18985 train 0.043140 18986 train 0.049845 18987 train 0.053168 18988 train 0.054995 18989 train 0.047134 18990 train 0.049216 18991 train 0.045730 18992 train 0.044154 18993 train 0.050357 18994 train 0.051249 18995 train 0.049564 18996 train 0.048587 18997 train 0.047039 18998 train 0.048971 18999 train 0.044318 19000 val 18.2963 19000 train 0.048006 19001 train 0.047687 19002 train 0.046629 19003 train 0.044061 19004 train 0.043692 19005 train 0.055614 19006 train 0.045496 19007 train 0.049033 19008 train 0.045515 19009 train 0.051926 19010 train 0.043276 19011 train 0.049267 19012 train 0.046194 19013 train 0.046708 19014 train 0.051716 19015 train 0.048749 19016 train 0.048182 19017 train 0.044944 19018 train 0.044140 19019 train 0.043873 19020 train 0.043530 19021 train 0.047028 19022 train 0.053008 19023 train 0.045648 19024 train 0.047068 19025 val 18.2134 19025 train 0.047614 19026 train 0.046066 19027 train 0.044419 19028 train 0.047467 19029 train 0.055454 19030 train 0.051590 19031 train 0.048927 19032 train 0.046757 19033 train 0.048206 19034 train 0.050419 19035 train 0.044312 19036 train 0.049165 19037 train 0.051931 19038 train 0.050752 19039 train 0.047057 19040 train 0.050554 19041 train 0.045058 19042 train 0.047091 19043 train 0.047807 19044 train 0.043583 19045 train 0.045614 19046 train 0.047125 19047 train 0.054977 19048 train 0.047634 19049 train 0.045762 19050 val 18.1261 19050 train 0.052364 19051 train 0.051416 19052 train 0.051097 19053 train 0.048948 19054 train 0.047409 19055 train 0.042020 19056 train 0.049987 19057 train 0.049852 19058 train 0.052802 19059 train 0.047306 19060 train 0.049673 19061 train 0.046404 19062 train 0.045492 19063 train 0.043898 19064 train 0.047138 19065 train 0.049880 19066 train 0.043324 19067 train 0.044981 19068 train 0.052832 19069 train 0.042787 19070 train 0.048454 19071 train 0.049426 19072 train 0.049691 19073 train 0.046157 19074 train 0.049066 19075 val 18.1996 19075 train 0.046889 19076 train 0.049890 19077 train 0.048465 19078 train 0.045993 19079 train 0.045922 19080 train 0.049688 19081 train 0.046032 19082 train 0.043213 19083 train 0.042902 19084 train 0.044261 19085 train 0.048559 19086 train 0.045632 19087 train 0.051858 19088 train 0.048749 19089 train 0.052933 19090 train 0.048840 19091 train 0.047159 19092 train 0.047857 19093 train 0.057100 19094 train 0.050517 19095 train 0.047813 19096 train 0.045851 19097 train 0.043435 19098 train 0.044467 19099 train 0.043422 19100 val 18.3119 19100 train 0.047961 19101 train 0.044316 19102 train 0.042888 19103 train 0.046486 19104 train 0.048479 19105 train 0.045711 19106 train 0.045400 19107 train 0.045213 19108 train 0.046295 19109 train 0.048138 19110 train 0.052427 19111 train 0.047344 19112 train 0.056324 19113 train 0.053430 19114 train 0.045499 19115 train 0.051728 19116 train 0.051939 19117 train 0.046783 19118 train 0.047946 19119 train 0.043182 19120 train 0.050874 19121 train 0.045357 19122 train 0.045643 19123 train 0.048571 19124 train 0.044209 19125 val 18.2131 19125 train 0.045181 19126 train 0.050301 19127 train 0.046821 19128 train 0.052540 19129 train 0.054222 19130 train 0.052520 19131 train 0.049368 19132 train 0.047678 19133 train 0.046889 19134 train 0.045938 19135 train 0.043350 19136 train 0.047556 19137 train 0.045468 19138 train 0.047554 19139 train 0.050834 19140 train 0.048953 19141 train 0.047859 19142 train 0.046061 19143 train 0.046552 19144 train 0.041693 19145 train 0.041271 19146 train 0.043270 19147 train 0.050846 19148 train 0.053274 19149 train 0.054733 19150 val 18.2311 19150 train 0.045312 19151 train 0.044690 19152 train 0.052251 19153 train 0.049921 19154 train 0.053691 19155 train 0.044941 19156 train 0.050323 19157 train 0.045314 19158 train 0.047151 19159 train 0.044650 19160 train 0.045856 19161 train 0.044626 19162 train 0.044456 19163 train 0.041235 19164 train 0.048120 19165 train 0.047042 19166 train 0.048684 19167 train 0.046732 19168 train 0.048114 19169 train 0.050042 19170 train 0.048640 19171 train 0.045984 19172 train 0.043511 19173 train 0.050180 19174 train 0.046932 19175 val 18.2461 19175 train 0.052050 19176 train 0.043949 19177 train 0.051600 19178 train 0.047669 19179 train 0.049221 19180 train 0.041500 19181 train 0.045071 19182 train 0.043253 19183 train 0.042786 19184 train 0.047480 19185 train 0.047525 19186 train 0.045263 19187 train 0.047072 19188 train 0.048798 19189 train 0.050046 19190 train 0.049230 19191 train 0.045973 19192 train 0.049587 19193 train 0.050127 19194 train 0.049262 19195 train 0.043075 19196 train 0.048238 19197 train 0.049221 19198 train 0.046542 19199 train 0.046727 19200 val 18.2405 19200 train 0.053971 19201 train 0.044932 19202 train 0.042777 19203 train 0.041086 19204 train 0.046371 19205 train 0.048575 19206 train 0.050486 19207 train 0.050281 19208 train 0.046558 19209 train 0.048498 19210 train 0.048573 19211 train 0.045325 19212 train 0.047458 19213 train 0.052386 19214 train 0.052255 19215 train 0.050650 19216 train 0.043581 19217 train 0.045032 19218 train 0.048373 19219 train 0.048335 19220 train 0.066032 19221 train 0.047491 19222 train 0.042449 19223 train 0.045711 19224 train 0.047679 19225 val 18.2730 19225 train 0.046744 19226 train 0.049723 19227 train 0.044444 19228 train 0.046854 19229 train 0.049220 19230 train 0.047137 19231 train 0.043815 19232 train 0.050281 19233 train 0.047142 19234 train 0.045407 19235 train 0.049957 19236 train 0.052468 19237 train 0.052404 19238 train 0.042314 19239 train 0.045937 19240 train 0.043940 19241 train 0.045049 19242 train 0.041564 19243 train 0.046195 19244 train 0.042901 19245 train 0.044982 19246 train 0.040804 19247 train 0.045899 19248 train 0.047999 19249 train 0.048002 19250 val 18.1709 19250 train 0.049868 19251 train 0.047664 19252 train 0.054447 19253 train 0.050679 19254 train 0.045135 19255 train 0.047817 19256 train 0.051869 19257 train 0.048161 19258 train 0.049122 19259 train 0.046972 19260 train 0.048630 19261 train 0.047463 19262 train 0.048062 19263 train 0.046330 19264 train 0.042671 19265 train 0.049999 19266 train 0.042601 19267 train 0.052007 19268 train 0.049611 19269 train 0.050578 19270 train 0.046284 19271 train 0.045053 19272 train 0.048828 19273 train 0.053632 19274 train 0.048392 19275 val 18.2436 19275 train 0.050594 19276 train 0.045965 19277 train 0.048351 19278 train 0.049186 19279 train 0.046140 19280 train 0.049537 19281 train 0.046378 19282 train 0.043605 19283 train 0.047777 19284 train 0.044273 19285 train 0.046215 19286 train 0.045761 19287 train 0.045835 19288 train 0.045191 19289 train 0.048162 19290 train 0.050884 19291 train 0.048528 19292 train 0.047858 19293 train 0.045811 19294 train 0.049529 19295 train 0.047934 19296 train 0.051411 19297 train 0.049552 19298 train 0.050690 19299 train 0.046476 19300 val 18.2211 19300 train 0.046586 19301 train 0.045907 19302 train 0.044991 19303 train 0.045082 19304 train 0.044583 19305 train 0.052985 19306 train 0.051372 19307 train 0.045316 19308 train 0.050339 19309 train 0.046503 19310 train 0.047513 19311 train 0.044938 19312 train 0.048645 19313 train 0.043530 19314 train 0.045992 19315 train 0.049159 19316 train 0.048081 19317 train 0.048723 19318 train 0.051309 19319 train 0.049291 19320 train 0.045611 19321 train 0.042808 19322 train 0.046310 19323 train 0.045285 19324 train 0.045436 19325 val 18.2492 19325 train 0.042841 19326 train 0.046144 19327 train 0.041454 19328 train 0.050437 19329 train 0.047123 19330 train 0.052966 19331 train 0.046885 19332 train 0.048295 19333 train 0.041013 19334 train 0.047295 19335 train 0.048538 19336 train 0.043775 19337 train 0.045461 19338 train 0.046889 19339 train 0.046600 19340 train 0.045159 19341 train 0.043533 19342 train 0.043289 19343 train 0.048176 19344 train 0.048225 19345 train 0.045000 19346 train 0.049367 19347 train 0.049852 19348 train 0.045277 19349 train 0.047588 19350 val 18.3163 19350 train 0.046841 19351 train 0.041975 19352 train 0.050350 19353 train 0.049870 19354 train 0.052572 19355 train 0.049834 19356 train 0.046547 19357 train 0.045427 19358 train 0.047037 19359 train 0.046775 19360 train 0.043690 19361 train 0.047227 19362 train 0.046605 19363 train 0.044239 19364 train 0.042786 19365 train 0.048061 19366 train 0.054510 19367 train 0.049865 19368 train 0.047146 19369 train 0.047133 19370 train 0.052234 19371 train 0.051058 19372 train 0.050003 19373 train 0.046986 19374 train 0.050256 19375 val 18.2126 19375 train 0.047646 19376 train 0.044052 19377 train 0.045367 19378 train 0.048243 19379 train 0.044700 19380 train 0.046988 19381 train 0.045074 19382 train 0.044953 19383 train 0.046987 19384 train 0.051727 19385 train 0.050717 19386 train 0.042545 19387 train 0.047452 19388 train 0.046868 19389 train 0.046649 19390 train 0.050645 19391 train 0.053528 19392 train 0.048766 19393 train 0.047390 19394 train 0.048886 19395 train 0.041886 19396 train 0.047805 19397 train 0.052444 19398 train 0.049201 19399 train 0.045675 19400 val 18.2677 19400 train 0.044549 19401 train 0.047992 19402 train 0.047974 19403 train 0.041420 19404 train 0.047899 19405 train 0.046103 19406 train 0.049864 19407 train 0.048234 19408 train 0.054922 19409 train 0.045531 19410 train 0.050765 19411 train 0.049618 19412 train 0.047715 19413 train 0.045391 19414 train 0.050392 19415 train 0.048303 19416 train 0.042666 19417 train 0.041959 19418 train 0.047515 19419 train 0.041958 19420 train 0.043249 19421 train 0.047150 19422 train 0.045518 19423 train 0.046872 19424 train 0.045668 19425 val 18.2618 19425 train 0.043658 19426 train 0.046665 19427 train 0.044487 19428 train 0.042808 19429 train 0.046844 19430 train 0.045297 19431 train 0.043777 19432 train 0.052309 19433 train 0.049338 19434 train 0.047906 19435 train 0.051756 19436 train 0.041792 19437 train 0.049513 19438 train 0.050341 19439 train 0.045547 19440 train 0.052967 19441 train 0.045042 19442 train 0.043905 19443 train 0.043760 19444 train 0.050940 19445 train 0.051847 19446 train 0.051795 19447 train 0.046726 19448 train 0.051224 19449 train 0.054830 19450 val 18.2368 19450 train 0.053782 19451 train 0.046735 19452 train 0.052859 19453 train 0.050458 19454 train 0.049336 19455 train 0.046878 19456 train 0.045085 19457 train 0.053418 19458 train 0.046986 19459 train 0.047240 19460 train 0.046601 19461 train 0.045585 19462 train 0.046192 19463 train 0.046529 19464 train 0.042459 19465 train 0.050398 19466 train 0.045080 19467 train 0.043682 19468 train 0.045803 19469 train 0.048472 19470 train 0.048537 19471 train 0.049213 19472 train 0.044586 19473 train 0.050516 19474 train 0.050605 19475 val 18.2127 19475 train 0.045477 19476 train 0.045231 19477 train 0.046566 19478 train 0.046722 19479 train 0.049915 19480 train 0.045444 19481 train 0.048175 19482 train 0.047940 19483 train 0.043185 19484 train 0.046547 19485 train 0.049977 19486 train 0.049268 19487 train 0.045087 19488 train 0.044233 19489 train 0.045065 19490 train 0.044874 19491 train 0.047894 19492 train 0.048346 19493 train 0.051286 19494 train 0.052351 19495 train 0.059311 19496 train 0.049857 19497 train 0.047344 19498 train 0.048353 19499 train 0.044440 19500 val 18.2449 19500 train 0.049906 19501 train 0.050551 19502 train 0.044405 19503 train 0.045137 19504 train 0.048414 19505 train 0.042121 19506 train 0.042884 19507 train 0.050257 19508 train 0.045177 19509 train 0.048262 19510 train 0.042378 19511 train 0.046370 19512 train 0.045078 19513 train 0.041434 19514 train 0.047134 19515 train 0.048110 19516 train 0.049185 19517 train 0.045634 19518 train 0.052868 19519 train 0.047579 19520 train 0.044385 19521 train 0.047212 19522 train 0.043179 19523 train 0.041738 19524 train 0.042318 19525 val 18.3155 19525 train 0.048202 19526 train 0.045512 19527 train 0.045327 19528 train 0.049665 19529 train 0.046310 19530 train 0.049084 19531 train 0.057244 19532 train 0.045802 19533 train 0.044812 19534 train 0.049572 19535 train 0.045834 19536 train 0.049570 19537 train 0.047241 19538 train 0.044376 19539 train 0.048479 19540 train 0.048337 19541 train 0.047959 19542 train 0.044785 19543 train 0.044838 19544 train 0.047176 19545 train 0.044100 19546 train 0.045265 19547 train 0.046481 19548 train 0.044134 19549 train 0.046725 19550 val 18.2934 19550 train 0.045607 19551 train 0.048052 19552 train 0.047084 19553 train 0.044507 19554 train 0.048549 19555 train 0.045689 19556 train 0.046401 19557 train 0.046589 19558 train 0.048364 19559 train 0.044071 19560 train 0.044734 19561 train 0.044248 19562 train 0.046636 19563 train 0.047613 19564 train 0.048622 19565 train 0.044435 19566 train 0.046456 19567 train 0.049015 19568 train 0.045023 19569 train 0.046292 19570 train 0.045726 19571 train 0.046055 19572 train 0.051889 19573 train 0.052860 19574 train 0.044868 19575 val 18.2686 19575 train 0.046962 19576 train 0.051956 19577 train 0.047316 19578 train 0.045731 19579 train 0.051410 19580 train 0.049163 19581 train 0.043713 19582 train 0.046895 19583 train 0.056833 19584 train 0.042832 19585 train 0.044486 19586 train 0.042264 19587 train 0.041938 19588 train 0.046107 19589 train 0.044929 19590 train 0.044398 19591 train 0.047702 19592 train 0.045779 19593 train 0.044715 19594 train 0.049119 19595 train 0.043109 19596 train 0.046209 19597 train 0.051624 19598 train 0.052958 19599 train 0.045810 19600 val 18.2689 19600 train 0.051473 19601 train 0.046922 19602 train 0.044558 19603 train 0.044080 19604 train 0.046432 19605 train 0.046188 19606 train 0.044930 19607 train 0.044030 19608 train 0.044625 19609 train 0.048919 19610 train 0.042437 19611 train 0.046566 19612 train 0.049851 19613 train 0.045006 19614 train 0.044173 19615 train 0.044847 19616 train 0.046480 19617 train 0.047839 19618 train 0.046966 19619 train 0.049769 19620 train 0.045689 19621 train 0.046108 19622 train 0.048143 19623 train 0.044492 19624 train 0.051951 19625 val 18.2309 19625 train 0.041414 19626 train 0.043195 19627 train 0.044086 19628 train 0.046019 19629 train 0.041401 19630 train 0.049957 19631 train 0.046190 19632 train 0.050740 19633 train 0.053687 19634 train 0.053815 19635 train 0.049274 19636 train 0.060626 19637 train 0.047647 19638 train 0.048532 19639 train 0.051542 19640 train 0.045774 19641 train 0.043347 19642 train 0.044906 19643 train 0.047597 19644 train 0.044939 19645 train 0.043575 19646 train 0.042056 19647 train 0.046318 19648 train 0.044201 19649 train 0.041920 19650 val 18.3240 19650 train 0.047073 19651 train 0.050899 19652 train 0.049984 19653 train 0.045506 19654 train 0.049887 19655 train 0.046303 19656 train 0.049044 19657 train 0.047552 19658 train 0.046471 19659 train 0.050819 19660 train 0.052651 19661 train 0.042952 19662 train 0.043474 19663 train 0.047114 19664 train 0.040030 19665 train 0.043090 19666 train 0.042759 19667 train 0.044421 19668 train 0.046300 19669 train 0.047634 19670 train 0.048106 19671 train 0.053194 19672 train 0.051673 19673 train 0.048969 19674 train 0.046036 19675 val 18.3334 19675 train 0.047854 19676 train 0.048442 19677 train 0.047932 19678 train 0.047590 19679 train 0.049979 19680 train 0.043408 19681 train 0.042977 19682 train 0.048144 19683 train 0.044008 19684 train 0.043598 19685 train 0.041054 19686 train 0.046385 19687 train 0.044611 19688 train 0.045975 19689 train 0.044947 19690 train 0.044728 19691 train 0.049417 19692 train 0.047485 19693 train 0.050051 19694 train 0.048621 19695 train 0.049887 19696 train 0.049171 19697 train 0.048007 19698 train 0.047961 19699 train 0.046036 19700 val 18.3059 19700 train 0.047074 19701 train 0.046744 19702 train 0.043422 19703 train 0.045918 19704 train 0.042858 19705 train 0.041957 19706 train 0.045707 19707 train 0.046329 19708 train 0.049928 19709 train 0.048791 19710 train 0.048248 19711 train 0.049537 19712 train 0.044518 19713 train 0.042901 19714 train 0.051131 19715 train 0.047459 19716 train 0.045034 19717 train 0.046239 19718 train 0.046973 19719 train 0.051576 19720 train 0.046593 19721 train 0.040631 19722 train 0.042753 19723 train 0.046380 19724 train 0.045617 19725 val 18.3688 19725 train 0.041697 19726 train 0.042346 19727 train 0.047947 19728 train 0.044482 19729 train 0.041298 19730 train 0.044565 19731 train 0.046895 19732 train 0.048444 19733 train 0.051811 19734 train 0.044205 19735 train 0.044205 19736 train 0.044239 19737 train 0.041815 19738 train 0.046043 19739 train 0.045982 19740 train 0.047436 19741 train 0.040052 19742 train 0.048248 19743 train 0.043230 19744 train 0.040728 19745 train 0.044572 19746 train 0.039816 19747 train 0.045558 19748 train 0.046284 19749 train 0.045517 19750 val 18.3125 19750 train 0.044237 19751 train 0.045254 19752 train 0.047952 19753 train 0.045474 19754 train 0.042381 19755 train 0.046773 19756 train 0.044245 19757 train 0.042616 19758 train 0.046132 19759 train 0.042990 19760 train 0.041761 19761 train 0.047655 19762 train 0.045457 19763 train 0.050679 19764 train 0.048851 19765 train 0.044979 19766 train 0.046537 19767 train 0.044180 19768 train 0.047308 19769 train 0.044541 19770 train 0.044234 19771 train 0.048623 19772 train 0.044418 19773 train 0.046142 19774 train 0.051603 19775 val 18.3099 19775 train 0.047058 19776 train 0.058736 19777 train 0.047830 19778 train 0.050550 19779 train 0.048083 19780 train 0.047641 19781 train 0.045211 19782 train 0.049183 19783 train 0.043655 19784 train 0.044378 19785 train 0.044076 19786 train 0.045578 19787 train 0.044742 19788 train 0.045847 19789 train 0.046970 19790 train 0.039880 19791 train 0.047401 19792 train 0.050923 19793 train 0.045505 19794 train 0.046018 19795 train 0.048458 19796 train 0.042441 19797 train 0.054068 19798 train 0.045838 19799 train 0.048448 19800 val 18.3321 19800 train 0.048769 19801 train 0.050140 19802 train 0.051425 19803 train 0.047549 19804 train 0.046231 19805 train 0.048978 19806 train 0.043780 19807 train 0.048542 19808 train 0.045713 19809 train 0.044107 19810 train 0.048766 19811 train 0.046704 19812 train 0.045389 19813 train 0.047819 19814 train 0.062034 19815 train 0.047757 19816 train 0.047769 19817 train 0.043277 19818 train 0.047955 19819 train 0.049128 19820 train 0.042490 19821 train 0.046801 19822 train 0.043130 19823 train 0.043187 19824 train 0.044085 19825 val 18.3025 19825 train 0.042236 19826 train 0.044034 19827 train 0.041341 19828 train 0.044501 19829 train 0.044682 19830 train 0.044622 19831 train 0.044959 19832 train 0.050170 19833 train 0.056062 19834 train 0.043440 19835 train 0.046396 19836 train 0.050823 19837 train 0.045604 19838 train 0.046976 19839 train 0.048645 19840 train 0.051296 19841 train 0.046432 19842 train 0.042540 19843 train 0.043515 19844 train 0.043459 19845 train 0.043865 19846 train 0.044342 19847 train 0.040764 19848 train 0.041932 19849 train 0.047692 19850 val 18.2622 19850 train 0.041923 19851 train 0.049002 19852 train 0.044165 19853 train 0.041733 19854 train 0.048158 19855 train 0.046300 19856 train 0.041261 19857 train 0.040950 19858 train 0.044925 19859 train 0.044402 19860 train 0.043711 19861 train 0.049805 19862 train 0.045279 19863 train 0.038745 19864 train 0.042837 19865 train 0.044133 19866 train 0.046557 19867 train 0.038504 19868 train 0.045139 19869 train 0.051142 19870 train 0.047841 19871 train 0.044326 19872 train 0.045735 19873 train 0.041567 19874 train 0.049130 19875 val 18.3069 19875 train 0.046676 19876 train 0.047983 19877 train 0.048923 19878 train 0.042581 19879 train 0.051980 19880 train 0.045094 19881 train 0.045176 19882 train 0.045014 19883 train 0.049926 19884 train 0.045945 19885 train 0.042604 19886 train 0.042352 19887 train 0.046390 19888 train 0.048093 19889 train 0.047438 19890 train 0.046800 19891 train 0.047616 19892 train 0.046474 19893 train 0.048428 19894 train 0.043871 19895 train 0.050263 19896 train 0.044330 19897 train 0.045448 19898 train 0.045515 19899 train 0.043794 19900 val 18.3602 19900 train 0.048043 19901 train 0.046371 19902 train 0.045348 19903 train 0.043683 19904 train 0.043460 19905 train 0.048053 19906 train 0.046853 19907 train 0.043434 19908 train 0.048090 19909 train 0.042440 19910 train 0.048982 19911 train 0.045748 19912 train 0.047828 19913 train 0.047429 19914 train 0.046590 19915 train 0.056124 19916 train 0.047450 19917 train 0.048828 19918 train 0.043031 19919 train 0.058925 19920 train 0.049964 19921 train 0.047763 19922 train 0.049044 19923 train 0.044938 19924 train 0.046272 19925 val 18.3306 19925 train 0.043982 19926 train 0.043299 19927 train 0.043414 19928 train 0.045472 19929 train 0.049752 19930 train 0.045242 19931 train 0.045261 19932 train 0.043282 19933 train 0.045908 19934 train 0.048434 19935 train 0.043008 19936 train 0.042965 19937 train 0.043905 19938 train 0.047629 19939 train 0.047948 19940 train 0.045629 19941 train 0.057717 19942 train 0.047183 19943 train 0.048540 19944 train 0.049596 19945 train 0.043808 19946 train 0.043642 19947 train 0.043702 19948 train 0.045424 19949 train 0.049131 19950 val 18.3519 19950 train 0.045719 19951 train 0.049996 19952 train 0.045640 19953 train 0.049394 19954 train 0.042866 19955 train 0.045457 19956 train 0.050618 19957 train 0.047555 19958 train 0.047733 19959 train 0.048613 19960 train 0.043240 19961 train 0.044296 19962 train 0.044691 19963 train 0.042665 19964 train 0.041997 19965 train 0.044363 19966 train 0.045304 19967 train 0.046054 19968 train 0.044557 19969 train 0.046699 19970 train 0.043236 19971 train 0.043237 19972 train 0.042269 19973 train 0.042521 19974 train 0.045498 19975 val 18.2932 19975 train 0.043629 19976 train 0.044315 19977 train 0.052843 19978 train 0.048347 19979 train 0.044904 19980 train 0.050147 19981 train 0.046381 19982 train 0.042921 19983 train 0.044829 19984 train 0.049001 19985 train 0.046831 19986 train 0.043702 19987 train 0.043900 19988 train 0.044528 19989 train 0.046283 19990 train 0.045157 19991 train 0.045111 19992 train 0.042934 19993 train 0.053622 19994 train 0.047554 19995 train 0.048108 19996 train 0.046857 19997 train 0.047450 19998 train 0.043948 19999 train 0.042502 20000 val 18.2610 20000 train 0.044415 20001 train 0.045247 20002 train 0.049647 20003 train 0.049555 20004 train 0.040463 20005 train 0.045519 20006 train 0.049159 20007 train 0.045030 20008 train 0.046212 20009 train 0.043366 20010 train 0.045616 20011 train 0.046284 20012 train 0.043201 20013 train 0.055178 20014 train 0.047735 20015 train 0.042533 20016 train 0.048877 20017 train 0.047070 20018 train 0.050892 20019 train 0.044847 20020 train 0.041591 20021 train 0.050299 20022 train 0.042425 20023 train 0.047385 20024 train 0.048896 20025 val 18.2938 20025 train 0.048118 20026 train 0.047970 20027 train 0.045157 20028 train 0.041088 20029 train 0.047902 20030 train 0.043252 20031 train 0.048962 20032 train 0.050764 20033 train 0.048088 20034 train 0.046927 20035 train 0.043296 20036 train 0.040514 20037 train 0.043971 20038 train 0.045942 20039 train 0.044912 20040 train 0.050253 20041 train 0.045337 20042 train 0.043444 20043 train 0.051055 20044 train 0.047186 20045 train 0.043591 20046 train 0.045404 20047 train 0.045158 20048 train 0.052491 20049 train 0.044727 20050 val 18.2957 20050 train 0.039948 20051 train 0.046411 20052 train 0.050048 20053 train 0.046148 20054 train 0.047544 20055 train 0.045617 20056 train 0.044109 20057 train 0.047497 20058 train 0.042547 20059 train 0.044726 20060 train 0.043828 20061 train 0.042279 20062 train 0.050851 20063 train 0.049841 20064 train 0.049446 20065 train 0.045947 20066 train 0.039107 20067 train 0.052901 20068 train 0.044940 20069 train 0.044153 20070 train 0.045612 20071 train 0.046447 20072 train 0.044850 20073 train 0.048423 20074 train 0.045849 20075 val 18.2942 20075 train 0.043483 20076 train 0.047768 20077 train 0.047323 20078 train 0.045391 20079 train 0.045632 20080 train 0.045121 20081 train 0.045062 20082 train 0.050235 20083 train 0.043005 20084 train 0.044715 20085 train 0.040476 20086 train 0.044419 20087 train 0.043100 20088 train 0.044476 20089 train 0.049326 20090 train 0.047429 20091 train 0.046907 20092 train 0.044957 20093 train 0.047536 20094 train 0.047737 20095 train 0.043233 20096 train 0.047807 20097 train 0.041350 20098 train 0.049085 20099 train 0.048426 20100 val 18.3123 20100 train 0.050875 20101 train 0.047956 20102 train 0.045447 20103 train 0.042328 20104 train 0.048259 20105 train 0.044428 20106 train 0.046473 20107 train 0.044235 20108 train 0.042677 20109 train 0.047562 20110 train 0.047535 20111 train 0.047926 20112 train 0.046593 20113 train 0.045675 20114 train 0.047958 20115 train 0.048638 20116 train 0.041300 20117 train 0.049643 20118 train 0.047298 20119 train 0.047401 20120 train 0.047867 20121 train 0.044690 20122 train 0.044442 20123 train 0.039599 20124 train 0.042231 20125 val 18.4005 20125 train 0.042639 20126 train 0.044620 20127 train 0.045317 20128 train 0.046583 20129 train 0.044010 20130 train 0.046531 20131 train 0.040741 20132 train 0.050872 20133 train 0.044930 20134 train 0.045456 20135 train 0.048058 20136 train 0.050355 20137 train 0.049354 20138 train 0.042324 20139 train 0.044674 20140 train 0.045670 20141 train 0.046622 20142 train 0.045157 20143 train 0.043809 20144 train 0.047720 20145 train 0.043731 20146 train 0.042687 20147 train 0.044003 20148 train 0.045712 20149 train 0.044954 20150 val 18.3833 20150 train 0.044924 20151 train 0.044720 20152 train 0.045368 20153 train 0.046563 20154 train 0.046255 20155 train 0.049708 20156 train 0.046869 20157 train 0.043263 20158 train 0.047818 20159 train 0.043478 20160 train 0.044398 20161 train 0.046301 20162 train 0.044546 20163 train 0.045550 20164 train 0.045278 20165 train 0.042322 20166 train 0.044703 20167 train 0.042245 20168 train 0.045867 20169 train 0.045095 20170 train 0.044356 20171 train 0.046797 20172 train 0.049081 20173 train 0.051589 20174 train 0.045544 20175 val 18.2894 20175 train 0.046383 20176 train 0.048366 20177 train 0.048721 20178 train 0.047938 20179 train 0.046317 20180 train 0.049519 20181 train 0.043563 20182 train 0.046894 20183 train 0.053359 20184 train 0.047216 20185 train 0.042109 20186 train 0.046120 20187 train 0.044694 20188 train 0.045020 20189 train 0.047154 20190 train 0.044935 20191 train 0.046072 20192 train 0.047061 20193 train 0.045397 20194 train 0.046160 20195 train 0.044810 20196 train 0.050062 20197 train 0.046038 20198 train 0.042190 20199 train 0.051453 20200 val 18.3596 20200 train 0.043726 20201 train 0.046122 20202 train 0.045678 20203 train 0.046238 20204 train 0.049192 20205 train 0.045383 20206 train 0.039455 20207 train 0.044835 20208 train 0.046008 20209 train 0.052917 20210 train 0.049824 20211 train 0.046896 20212 train 0.047393 20213 train 0.051520 20214 train 0.050998 20215 train 0.045619 20216 train 0.050963 20217 train 0.047329 20218 train 0.047395 20219 train 0.049532 20220 train 0.046220 20221 train 0.043765 20222 train 0.049484 20223 train 0.046203 20224 train 0.047486 20225 val 18.3476 20225 train 0.048934 20226 train 0.045278 20227 train 0.042315 20228 train 0.044475 20229 train 0.044272 20230 train 0.041494 20231 train 0.049434 20232 train 0.045650 20233 train 0.045114 20234 train 0.046027 20235 train 0.047552 20236 train 0.042909 20237 train 0.043950 20238 train 0.044464 20239 train 0.044912 20240 train 0.045145 20241 train 0.046870 20242 train 0.047651 20243 train 0.039594 20244 train 0.048612 20245 train 0.047056 20246 train 0.045121 20247 train 0.048486 20248 train 0.046424 20249 train 0.049062 20250 val 18.2998 20250 train 0.054149 20251 train 0.045678 20252 train 0.046630 20253 train 0.050634 20254 train 0.047783 20255 train 0.047802 20256 train 0.047186 20257 train 0.043055 20258 train 0.046689 20259 train 0.044312 20260 train 0.049062 20261 train 0.048413 20262 train 0.045240 20263 train 0.042511 20264 train 0.045025 20265 train 0.045570 20266 train 0.043584 20267 train 0.045876 20268 train 0.044519 20269 train 0.040657 20270 train 0.045115 20271 train 0.047860 20272 train 0.046164 20273 train 0.041708 20274 train 0.045560 20275 val 18.3411 20275 train 0.048502 20276 train 0.046351 20277 train 0.047639 20278 train 0.047333 20279 train 0.047026 20280 train 0.047966 20281 train 0.048532 20282 train 0.050581 20283 train 0.049321 20284 train 0.045635 20285 train 0.040323 20286 train 0.043993 20287 train 0.045202 20288 train 0.042850 20289 train 0.048609 20290 train 0.040611 20291 train 0.046129 20292 train 0.051845 20293 train 0.046347 20294 train 0.046356 20295 train 0.043731 20296 train 0.045304 20297 train 0.046797 20298 train 0.047914 20299 train 0.047324 20300 val 18.3970 20300 train 0.050508 20301 train 0.049824 20302 train 0.041315 20303 train 0.043854 20304 train 0.042247 20305 train 0.044966 20306 train 0.042549 20307 train 0.042450 20308 train 0.044677 20309 train 0.046204 20310 train 0.045679 20311 train 0.049500 20312 train 0.046483 20313 train 0.045293 20314 train 0.048285 20315 train 0.048495 20316 train 0.045735 20317 train 0.047707 20318 train 0.047941 20319 train 0.044895 20320 train 0.043727 20321 train 0.041386 20322 train 0.046304 20323 train 0.042207 20324 train 0.042810 20325 val 18.4006 20325 train 0.041474 20326 train 0.042377 20327 train 0.044008 20328 train 0.046483 20329 train 0.044500 20330 train 0.045797 20331 train 0.042176 20332 train 0.048387 20333 train 0.038261 20334 train 0.044141 20335 train 0.048384 20336 train 0.046918 20337 train 0.070024 20338 train 0.042284 20339 train 0.045662 20340 train 0.047071 20341 train 0.049747 20342 train 0.043392 20343 train 0.046041 20344 train 0.050410 20345 train 0.044501 20346 train 0.043263 20347 train 0.045064 20348 train 0.046131 20349 train 0.047556 20350 val 18.4360 20350 train 0.044546 20351 train 0.046946 20352 train 0.045416 20353 train 0.043991 20354 train 0.051411 20355 train 0.047058 20356 train 0.045380 20357 train 0.040663 20358 train 0.045207 20359 train 0.046533 20360 train 0.044248 20361 train 0.045909 20362 train 0.048437 20363 train 0.049501 20364 train 0.047509 20365 train 0.040426 20366 train 0.044504 20367 train 0.044417 20368 train 0.043016 20369 train 0.043825 20370 train 0.045147 20371 train 0.043392 20372 train 0.047362 20373 train 0.054384 20374 train 0.044144 20375 val 18.2374 20375 train 0.047443 20376 train 0.046409 20377 train 0.042806 20378 train 0.050370 20379 train 0.049067 20380 train 0.050150 20381 train 0.047296 20382 train 0.040893 20383 train 0.042215 20384 train 0.043506 20385 train 0.048411 20386 train 0.042426 20387 train 0.046040 20388 train 0.044809 20389 train 0.046235 20390 train 0.042007 20391 train 0.041208 20392 train 0.047967 20393 train 0.045540 20394 train 0.044844 20395 train 0.046373 20396 train 0.046130 20397 train 0.043243 20398 train 0.045404 20399 train 0.048292 20400 val 18.3280 20400 train 0.045868 20401 train 0.040924 20402 train 0.050579 20403 train 0.045325 20404 train 0.043196 20405 train 0.038923 20406 train 0.041011 20407 train 0.045614 20408 train 0.043652 20409 train 0.047750 20410 train 0.042628 20411 train 0.046455 20412 train 0.043756 20413 train 0.042559 20414 train 0.048843 20415 train 0.052713 20416 train 0.048955 20417 train 0.048786 20418 train 0.047092 20419 train 0.048918 20420 train 0.042842 20421 train 0.047909 20422 train 0.044764 20423 train 0.048687 20424 train 0.046497 20425 val 18.2927 20425 train 0.044316 20426 train 0.046144 20427 train 0.044603 20428 train 0.044498 20429 train 0.045035 20430 train 0.043952 20431 train 0.048537 20432 train 0.043575 20433 train 0.046994 20434 train 0.047832 20435 train 0.049044 20436 train 0.043298 20437 train 0.039327 20438 train 0.045179 20439 train 0.048789 20440 train 0.044116 20441 train 0.045287 20442 train 0.043223 20443 train 0.043705 20444 train 0.043094 20445 train 0.049211 20446 train 0.043127 20447 train 0.039984 20448 train 0.040406 20449 train 0.042133 20450 val 18.3248 20450 train 0.046807 20451 train 0.046385 20452 train 0.048292 20453 train 0.051102 20454 train 0.045527 20455 train 0.042832 20456 train 0.040630 20457 train 0.048373 20458 train 0.049402 20459 train 0.052453 20460 train 0.045583 20461 train 0.051059 20462 train 0.042800 20463 train 0.043603 20464 train 0.045276 20465 train 0.046346 20466 train 0.042047 20467 train 0.048055 20468 train 0.047306 20469 train 0.046469 20470 train 0.042099 20471 train 0.043886 20472 train 0.043502 20473 train 0.040504 20474 train 0.046098 20475 val 18.3282 20475 train 0.053374 20476 train 0.043009 20477 train 0.045688 20478 train 0.043631 20479 train 0.041888 20480 train 0.044581 20481 train 0.047936 20482 train 0.045269 20483 train 0.049973 20484 train 0.045947 20485 train 0.044198 20486 train 0.040618 20487 train 0.041971 20488 train 0.043190 20489 train 0.051242 20490 train 0.043173 20491 train 0.042808 20492 train 0.043504 20493 train 0.046818 20494 train 0.044615 20495 train 0.044364 20496 train 0.047173 20497 train 0.048967 20498 train 0.045103 20499 train 0.045907 20500 val 18.2681 20500 train 0.049294 20501 train 0.045249 20502 train 0.043554 20503 train 0.044458 20504 train 0.048979 20505 train 0.044345 20506 train 0.040967 20507 train 0.040704 20508 train 0.042851 20509 train 0.044697 20510 train 0.043246 20511 train 0.042994 20512 train 0.039803 20513 train 0.042579 20514 train 0.046567 20515 train 0.041213 20516 train 0.043511 20517 train 0.054198 20518 train 0.046261 20519 train 0.042509 20520 train 0.047565 20521 train 0.050214 20522 train 0.041788 20523 train 0.044771 20524 train 0.045009 20525 val 18.3444 20525 train 0.044484 20526 train 0.041642 20527 train 0.040543 20528 train 0.042564 20529 train 0.044005 20530 train 0.044616 20531 train 0.042618 20532 train 0.046908 20533 train 0.047225 20534 train 0.049890 20535 train 0.045249 20536 train 0.044459 20537 train 0.040859 20538 train 0.041739 20539 train 0.045680 20540 train 0.042981 20541 train 0.048449 20542 train 0.048503 20543 train 0.046783 20544 train 0.045067 20545 train 0.045272 20546 train 0.040048 20547 train 0.044886 20548 train 0.042236 20549 train 0.044860 20550 val 18.3445 20550 train 0.041917 20551 train 0.042290 20552 train 0.042573 20553 train 0.046357 20554 train 0.046325 20555 train 0.045945 20556 train 0.047430 20557 train 0.044547 20558 train 0.048060 20559 train 0.042147 20560 train 0.052159 20561 train 0.051254 20562 train 0.047575 20563 train 0.038880 20564 train 0.044812 20565 train 0.043894 20566 train 0.043964 20567 train 0.041935 20568 train 0.042279 20569 train 0.046742 20570 train 0.039823 20571 train 0.046271 20572 train 0.049159 20573 train 0.052754 20574 train 0.048055 20575 val 18.3262 20575 train 0.045924 20576 train 0.042683 20577 train 0.044665 20578 train 0.045297 20579 train 0.046613 20580 train 0.044805 20581 train 0.049589 20582 train 0.045292 20583 train 0.046219 20584 train 0.043907 20585 train 0.047935 20586 train 0.041552 20587 train 0.047095 20588 train 0.043915 20589 train 0.047444 20590 train 0.044514 20591 train 0.041209 20592 train 0.048898 20593 train 0.043718 20594 train 0.047826 20595 train 0.043780 20596 train 0.046633 20597 train 0.048413 20598 train 0.048280 20599 train 0.042286 20600 val 18.3910 20600 train 0.046553 20601 train 0.048071 20602 train 0.045521 20603 train 0.042687 20604 train 0.043799 20605 train 0.044780 20606 train 0.043117 20607 train 0.047037 20608 train 0.041943 20609 train 0.045208 20610 train 0.046209 20611 train 0.050493 20612 train 0.044818 20613 train 0.045354 20614 train 0.045055 20615 train 0.042889 20616 train 0.043441 20617 train 0.046570 20618 train 0.046148 20619 train 0.046707 20620 train 0.047127 20621 train 0.048133 20622 train 0.044107 20623 train 0.045662 20624 train 0.048999 20625 val 18.3632 20625 train 0.047109 20626 train 0.042263 20627 train 0.043547 20628 train 0.047650 20629 train 0.042824 20630 train 0.041579 20631 train 0.044330 20632 train 0.037338 20633 train 0.042394 20634 train 0.045264 20635 train 0.044481 20636 train 0.044596 20637 train 0.051871 20638 train 0.040454 20639 train 0.041565 20640 train 0.045137 20641 train 0.050958 20642 train 0.042469 20643 train 0.046708 20644 train 0.043459 20645 train 0.047751 20646 train 0.044944 20647 train 0.051882 20648 train 0.042113 20649 train 0.041882 20650 val 18.4170 20650 train 0.043072 20651 train 0.048415 20652 train 0.042952 20653 train 0.053417 20654 train 0.041246 20655 train 0.046069 20656 train 0.045357 20657 train 0.047997 20658 train 0.046877 20659 train 0.045945 20660 train 0.048743 20661 train 0.049567 20662 train 0.045134 20663 train 0.046573 20664 train 0.042263 20665 train 0.043225 20666 train 0.041028 20667 train 0.044720 20668 train 0.045678 20669 train 0.039788 20670 train 0.047241 20671 train 0.044527 20672 train 0.044445 20673 train 0.047024 20674 train 0.043987 20675 val 18.2460 20675 train 0.042478 20676 train 0.045872 20677 train 0.043886 20678 train 0.046477 20679 train 0.044285 20680 train 0.046806 20681 train 0.045515 20682 train 0.045089 20683 train 0.051388 20684 train 0.044539 20685 train 0.048459 20686 train 0.040436 20687 train 0.041441 20688 train 0.042741 20689 train 0.044373 20690 train 0.043404 20691 train 0.040113 20692 train 0.042826 20693 train 0.043242 20694 train 0.047347 20695 train 0.045807 20696 train 0.046636 20697 train 0.047811 20698 train 0.048926 20699 train 0.042356 20700 val 18.3468 20700 train 0.044456 20701 train 0.043000 20702 train 0.038615 20703 train 0.041492 20704 train 0.042961 20705 train 0.046623 20706 train 0.042855 20707 train 0.039664 20708 train 0.046724 20709 train 0.045065 20710 train 0.045394 20711 train 0.045559 20712 train 0.036816 20713 train 0.043197 20714 train 0.046502 20715 train 0.045317 20716 train 0.045629 20717 train 0.043648 20718 train 0.044702 20719 train 0.044230 20720 train 0.043877 20721 train 0.041866 20722 train 0.041743 20723 train 0.043034 20724 train 0.045058 20725 val 18.4011 20725 train 0.043569 20726 train 0.046037 20727 train 0.044763 20728 train 0.042583 20729 train 0.039336 20730 train 0.046266 20731 train 0.043888 20732 train 0.042806 20733 train 0.042965 20734 train 0.042487 20735 train 0.045165 20736 train 0.049835 20737 train 0.045719 20738 train 0.045316 20739 train 0.042722 20740 train 0.040650 20741 train 0.046485 20742 train 0.041334 20743 train 0.047304 20744 train 0.044345 20745 train 0.048668 20746 train 0.043512 20747 train 0.048524 20748 train 0.042982 20749 train 0.043287 20750 val 18.3590 20750 train 0.042963 20751 train 0.044741 20752 train 0.044891 20753 train 0.043432 20754 train 0.044351 20755 train 0.045170 20756 train 0.045123 20757 train 0.045498 20758 train 0.043904 20759 train 0.041454 20760 train 0.043640 20761 train 0.042471 20762 train 0.043845 20763 train 0.046913 20764 train 0.045568 20765 train 0.044826 20766 train 0.048622 20767 train 0.045615 20768 train 0.042619 20769 train 0.040625 20770 train 0.043635 20771 train 0.042481 20772 train 0.038414 20773 train 0.044128 20774 train 0.047751 20775 val 18.3497 20775 train 0.048138 20776 train 0.046202 20777 train 0.050016 20778 train 0.046434 20779 train 0.044495 20780 train 0.040381 20781 train 0.047751 20782 train 0.044596 20783 train 0.045518 20784 train 0.042444 20785 train 0.045034 20786 train 0.045972 20787 train 0.048660 20788 train 0.044562 20789 train 0.046286 20790 train 0.045694 20791 train 0.042384 20792 train 0.043839 20793 train 0.045861 20794 train 0.047806 20795 train 0.043081 20796 train 0.048018 20797 train 0.041688 20798 train 0.044895 20799 train 0.041212 20800 val 18.3649 20800 train 0.045837 20801 train 0.046494 20802 train 0.042879 20803 train 0.050844 20804 train 0.046735 20805 train 0.046610 20806 train 0.044178 20807 train 0.044539 20808 train 0.040057 20809 train 0.044162 20810 train 0.046546 20811 train 0.043969 20812 train 0.041561 20813 train 0.047726 20814 train 0.044628 20815 train 0.046424 20816 train 0.047841 20817 train 0.043638 20818 train 0.044544 20819 train 0.043975 20820 train 0.046803 20821 train 0.046122 20822 train 0.046833 20823 train 0.052192 20824 train 0.051030 20825 val 18.3465 20825 train 0.049534 20826 train 0.044995 20827 train 0.041237 20828 train 0.049969 20829 train 0.047236 20830 train 0.043630 20831 train 0.044916 20832 train 0.045281 20833 train 0.046325 20834 train 0.042813 20835 train 0.043074 20836 train 0.044503 20837 train 0.045207 20838 train 0.045258 20839 train 0.053725 20840 train 0.046122 20841 train 0.041374 20842 train 0.044917 20843 train 0.044990 20844 train 0.046797 20845 train 0.045867 20846 train 0.047775 20847 train 0.046838 20848 train 0.041341 20849 train 0.044016 20850 val 18.3985 20850 train 0.047427 20851 train 0.044878 20852 train 0.043125 20853 train 0.042540 20854 train 0.044594 20855 train 0.046029 20856 train 0.044320 20857 train 0.045803 20858 train 0.050281 20859 train 0.055499 20860 train 0.050776 20861 train 0.045723 20862 train 0.043403 20863 train 0.043983 20864 train 0.057586 20865 train 0.046921 20866 train 0.041898 20867 train 0.043484 20868 train 0.047495 20869 train 0.047736 20870 train 0.046009 20871 train 0.045458 20872 train 0.043353 20873 train 0.043856 20874 train 0.045305 20875 val 18.3916 20875 train 0.042778 20876 train 0.044905 20877 train 0.041619 20878 train 0.046770 20879 train 0.044689 20880 train 0.041517 20881 train 0.042121 20882 train 0.046744 20883 train 0.046363 20884 train 0.046878 20885 train 0.043112 20886 train 0.050187 20887 train 0.050381 20888 train 0.045184 20889 train 0.044010 20890 train 0.039963 20891 train 0.038287 20892 train 0.050515 20893 train 0.043825 20894 train 0.045216 20895 train 0.045807 20896 train 0.045537 20897 train 0.049579 20898 train 0.047166 20899 train 0.045017 20900 val 18.3334 20900 train 0.046876 20901 train 0.045001 20902 train 0.050221 20903 train 0.045303 20904 train 0.045951 20905 train 0.047110 20906 train 0.045381 20907 train 0.046156 20908 train 0.043912 20909 train 0.044409 20910 train 0.041393 20911 train 0.040976 20912 train 0.041505 20913 train 0.041809 20914 train 0.042762 20915 train 0.044045 20916 train 0.050922 20917 train 0.044201 20918 train 0.042124 20919 train 0.042715 20920 train 0.048986 20921 train 0.045405 20922 train 0.050051 20923 train 0.049043 20924 train 0.043075 20925 val 18.3359 20925 train 0.041998 20926 train 0.044894 20927 train 0.044069 20928 train 0.045934 20929 train 0.042733 20930 train 0.043535 20931 train 0.045171 20932 train 0.043015 20933 train 0.039234 20934 train 0.046319 20935 train 0.043371 20936 train 0.040976 20937 train 0.052393 20938 train 0.046473 20939 train 0.042284 20940 train 0.047031 20941 train 0.045416 20942 train 0.042982 20943 train 0.047395 20944 train 0.046106 20945 train 0.046621 20946 train 0.040073 20947 train 0.040825 20948 train 0.043685 20949 train 0.046559 20950 val 18.4121 20950 train 0.047724 20951 train 0.041141 20952 train 0.044920 20953 train 0.040618 20954 train 0.043588 20955 train 0.044229 20956 train 0.046212 20957 train 0.049390 20958 train 0.045304 20959 train 0.046675 20960 train 0.047374 20961 train 0.048400 20962 train 0.046407 20963 train 0.048631 20964 train 0.050222 20965 train 0.044683 20966 train 0.047076 20967 train 0.045177 20968 train 0.044285 20969 train 0.048887 20970 train 0.044449 20971 train 0.045373 20972 train 0.044449 20973 train 0.049060 20974 train 0.043772 20975 val 18.3866 20975 train 0.042763 20976 train 0.045155 20977 train 0.043049 20978 train 0.045648 20979 train 0.048403 20980 train 0.045170 20981 train 0.043762 20982 train 0.043148 20983 train 0.042557 20984 train 0.049627 20985 train 0.055526 20986 train 0.052085 20987 train 0.045708 20988 train 0.046190 20989 train 0.045356 20990 train 0.046503 20991 train 0.044149 20992 train 0.046923 20993 train 0.043987 20994 train 0.043284 20995 train 0.041119 20996 train 0.045166 20997 train 0.042687 20998 train 0.046237 20999 train 0.045321 21000 val 18.3276 21000 train 0.046005 21001 train 0.044812 21002 train 0.043014 21003 train 0.044869 21004 train 0.047914 21005 train 0.042838 21006 train 0.043681 21007 train 0.047296 21008 train 0.042275 21009 train 0.047944 21010 train 0.040788 21011 train 0.042947 21012 train 0.040787 21013 train 0.040718 21014 train 0.039881 21015 train 0.043213 21016 train 0.039041 21017 train 0.044404 21018 train 0.046453 21019 train 0.042472 21020 train 0.044508 21021 train 0.076390 21022 train 0.047802 21023 train 0.041038 21024 train 0.045403 21025 val 18.3119 21025 train 0.042177 21026 train 0.042372 21027 train 0.042566 21028 train 0.046501 21029 train 0.044240 21030 train 0.037730 21031 train 0.042961 21032 train 0.035520 21033 train 0.044142 21034 train 0.046709 21035 train 0.045649 21036 train 0.043023 21037 train 0.043413 21038 train 0.039731 21039 train 0.041030 21040 train 0.046538 21041 train 0.047318 21042 train 0.050185 21043 train 0.045162 21044 train 0.041041 21045 train 0.042912 21046 train 0.043315 21047 train 0.041145 21048 train 0.043560 21049 train 0.042199 21050 val 18.4419 21050 train 0.038879 21051 train 0.040867 21052 train 0.042738 21053 train 0.041895 21054 train 0.046142 21055 train 0.044660 21056 train 0.044540 21057 train 0.045360 21058 train 0.039589 21059 train 0.040336 21060 train 0.046818 21061 train 0.040184 21062 train 0.040218 21063 train 0.041510 21064 train 0.051338 21065 train 0.044988 21066 train 0.040359 21067 train 0.040812 21068 train 0.040419 21069 train 0.040175 21070 train 0.045668 21071 train 0.045694 21072 train 0.040686 21073 train 0.042665 21074 train 0.046184 21075 val 18.3805 21075 train 0.044093 21076 train 0.040914 21077 train 0.043523 21078 train 0.044782 21079 train 0.042790 21080 train 0.039952 21081 train 0.039374 21082 train 0.049006 21083 train 0.054246 21084 train 0.046162 21085 train 0.041428 21086 train 0.041440 21087 train 0.041859 21088 train 0.045100 21089 train 0.039864 21090 train 0.041052 21091 train 0.041479 21092 train 0.055334 21093 train 0.040658 21094 train 0.043703 21095 train 0.042599 21096 train 0.040815 21097 train 0.042716 21098 train 0.043149 21099 train 0.046419 21100 val 18.4061 21100 train 0.046800 21101 train 0.046119 21102 train 0.044190 21103 train 0.044312 21104 train 0.040565 21105 train 0.043571 21106 train 0.049871 21107 train 0.041066 21108 train 0.045166 21109 train 0.042889 21110 train 0.049390 21111 train 0.047269 21112 train 0.044179 21113 train 0.042745 21114 train 0.043368 21115 train 0.045593 21116 train 0.041722 21117 train 0.042551 21118 train 0.049955 21119 train 0.046162 21120 train 0.045387 21121 train 0.040545 21122 train 0.039957 21123 train 0.039229 21124 train 0.046268 21125 val 18.4486 21125 train 0.042986 21126 train 0.042401 21127 train 0.041920 21128 train 0.047755 21129 train 0.043245 21130 train 0.044620 21131 train 0.040091 21132 train 0.042767 21133 train 0.040865 21134 train 0.041745 21135 train 0.042479 21136 train 0.046973 21137 train 0.048110 21138 train 0.045905 21139 train 0.041916 21140 train 0.043324 21141 train 0.046174 21142 train 0.043895 21143 train 0.043282 21144 train 0.047409 21145 train 0.047238 21146 train 0.050960 21147 train 0.045609 21148 train 0.042308 21149 train 0.044263 21150 val 18.3532 21150 train 0.046388 21151 train 0.045310 21152 train 0.038725 21153 train 0.041291 21154 train 0.046836 21155 train 0.045598 21156 train 0.044572 21157 train 0.042691 21158 train 0.042863 21159 train 0.043983 21160 train 0.043172 21161 train 0.048417 21162 train 0.043196 21163 train 0.040244 21164 train 0.046067 21165 train 0.044376 21166 train 0.043886 21167 train 0.047233 21168 train 0.041100 21169 train 0.044804 21170 train 0.047484 21171 train 0.044908 21172 train 0.041671 21173 train 0.047452 21174 train 0.042424 21175 val 18.3160 21175 train 0.046285 21176 train 0.048543 21177 train 0.045584 21178 train 0.041963 21179 train 0.040964 21180 train 0.042637 21181 train 0.045625 21182 train 0.047043 21183 train 0.046806 21184 train 0.043665 21185 train 0.046753 21186 train 0.043033 21187 train 0.045784 21188 train 0.042628 21189 train 0.048644 21190 train 0.041892 21191 train 0.042764 21192 train 0.046107 21193 train 0.041356 21194 train 0.041795 21195 train 0.041380 21196 train 0.042933 21197 train 0.051872 21198 train 0.047579 21199 train 0.047160 21200 val 18.3984 21200 train 0.044411 21201 train 0.045089 21202 train 0.041210 21203 train 0.046609 21204 train 0.040794 21205 train 0.043794 21206 train 0.048505 21207 train 0.047607 21208 train 0.046366 21209 train 0.044171 21210 train 0.039279 21211 train 0.048042 21212 train 0.042160 21213 train 0.051520 21214 train 0.038073 21215 train 0.044752 21216 train 0.043105 21217 train 0.047145 21218 train 0.039859 21219 train 0.040849 21220 train 0.044317 21221 train 0.047096 21222 train 0.039380 21223 train 0.043736 21224 train 0.047660 21225 val 18.3331 21225 train 0.045173 21226 train 0.040683 21227 train 0.045180 21228 train 0.048805 21229 train 0.046440 21230 train 0.046368 21231 train 0.042766 21232 train 0.043472 21233 train 0.043314 21234 train 0.042450 21235 train 0.044743 21236 train 0.041909 21237 train 0.042464 21238 train 0.041999 21239 train 0.046469 21240 train 0.047268 21241 train 0.040903 21242 train 0.042924 21243 train 0.046394 21244 train 0.047248 21245 train 0.042763 21246 train 0.042481 21247 train 0.043796 21248 train 0.042001 21249 train 0.045182 21250 val 18.4278 21250 train 0.042876 21251 train 0.044652 21252 train 0.039055 21253 train 0.042323 21254 train 0.041943 21255 train 0.043037 21256 train 0.039683 21257 train 0.043679 21258 train 0.046362 21259 train 0.040889 21260 train 0.043787 21261 train 0.041702 21262 train 0.045141 21263 train 0.049610 21264 train 0.042302 21265 train 0.046254 21266 train 0.043705 21267 train 0.038777 21268 train 0.044567 21269 train 0.048828 21270 train 0.043888 21271 train 0.040161 21272 train 0.036976 21273 train 0.038958 21274 train 0.039216 21275 val 18.4900 21275 train 0.044055 21276 train 0.039744 21277 train 0.041981 21278 train 0.045491 21279 train 0.043162 21280 train 0.045815 21281 train 0.042971 21282 train 0.043336 21283 train 0.040378 21284 train 0.043492 21285 train 0.050257 21286 train 0.046446 21287 train 0.041530 21288 train 0.043272 21289 train 0.041954 21290 train 0.046101 21291 train 0.042388 21292 train 0.044934 21293 train 0.042803 21294 train 0.044726 21295 train 0.040735 21296 train 0.047971 21297 train 0.048173 21298 train 0.044625 21299 train 0.043342 21300 val 18.3482 21300 train 0.039853 21301 train 0.041975 21302 train 0.043686 21303 train 0.038303 21304 train 0.043453 21305 train 0.043761 21306 train 0.049747 21307 train 0.048700 21308 train 0.035132 21309 train 0.041019 21310 train 0.039271 21311 train 0.049341 21312 train 0.043310 21313 train 0.041179 21314 train 0.040499 21315 train 0.039488 21316 train 0.046460 21317 train 0.048667 21318 train 0.049686 21319 train 0.045029 21320 train 0.043418 21321 train 0.044557 21322 train 0.041355 21323 train 0.044040 21324 train 0.044602 21325 val 18.3571 21325 train 0.045013 21326 train 0.045851 21327 train 0.044563 21328 train 0.047850 21329 train 0.037394 21330 train 0.046221 21331 train 0.042899 21332 train 0.040416 21333 train 0.042067 21334 train 0.040087 21335 train 0.042703 21336 train 0.044848 21337 train 0.046413 21338 train 0.042621 21339 train 0.041074 21340 train 0.045107 21341 train 0.043393 21342 train 0.043211 21343 train 0.045955 21344 train 0.041110 21345 train 0.042022 21346 train 0.043973 21347 train 0.043149 21348 train 0.041388 21349 train 0.043247 21350 val 18.3659 21350 train 0.042816 21351 train 0.039431 21352 train 0.044743 21353 train 0.043243 21354 train 0.041487 21355 train 0.043229 21356 train 0.039547 21357 train 0.043006 21358 train 0.040124 21359 train 0.044125 21360 train 0.047965 21361 train 0.045624 21362 train 0.048208 21363 train 0.048359 21364 train 0.047071 21365 train 0.044103 21366 train 0.051379 21367 train 0.047674 21368 train 0.044020 21369 train 0.042346 21370 train 0.040360 21371 train 0.043466 21372 train 0.041466 21373 train 0.042361 21374 train 0.046478 21375 val 18.4258 21375 train 0.048215 21376 train 0.041874 21377 train 0.045086 21378 train 0.045737 21379 train 0.048975 21380 train 0.041410 21381 train 0.045042 21382 train 0.048797 21383 train 0.045897 21384 train 0.044151 21385 train 0.047555 21386 train 0.045828 21387 train 0.041884 21388 train 0.055973 21389 train 0.044132 21390 train 0.044220 21391 train 0.042587 21392 train 0.037876 21393 train 0.048459 21394 train 0.044532 21395 train 0.047104 21396 train 0.046801 21397 train 0.046632 21398 train 0.046055 21399 train 0.046672 21400 val 18.4037 21400 train 0.045475 21401 train 0.044126 21402 train 0.047885 21403 train 0.057083 21404 train 0.043208 21405 train 0.045385 21406 train 0.040069 21407 train 0.040734 21408 train 0.042214 21409 train 0.042662 21410 train 0.040526 21411 train 0.044579 21412 train 0.038699 21413 train 0.038555 21414 train 0.050567 21415 train 0.042611 21416 train 0.042654 21417 train 0.048280 21418 train 0.044717 21419 train 0.051938 21420 train 0.045428 21421 train 0.039472 21422 train 0.045988 21423 train 0.044575 21424 train 0.056379 21425 val 18.4213 21425 train 0.043240 21426 train 0.043232 21427 train 0.045954 21428 train 0.043637 21429 train 0.049372 21430 train 0.048276 21431 train 0.041711 21432 train 0.040171 21433 train 0.046997 21434 train 0.045182 21435 train 0.049548 21436 train 0.046821 21437 train 0.044307 21438 train 0.043222 21439 train 0.044383 21440 train 0.046079 21441 train 0.043029 21442 train 0.040694 21443 train 0.045420 21444 train 0.045283 21445 train 0.046639 21446 train 0.042999 21447 train 0.042225 21448 train 0.041296 21449 train 0.042335 21450 val 18.4582 21450 train 0.045317 21451 train 0.042251 21452 train 0.045258 21453 train 0.048418 21454 train 0.041484 21455 train 0.042719 21456 train 0.042264 21457 train 0.042457 21458 train 0.044759 21459 train 0.045459 21460 train 0.046837 21461 train 0.040966 21462 train 0.049339 21463 train 0.046168 21464 train 0.042243 21465 train 0.046832 21466 train 0.043653 21467 train 0.043794 21468 train 0.042792 21469 train 0.043093 21470 train 0.042231 21471 train 0.041247 21472 train 0.042870 21473 train 0.041846 21474 train 0.041353 21475 val 18.4852 21475 train 0.041553 21476 train 0.042575 21477 train 0.046100 21478 train 0.044062 21479 train 0.043349 21480 train 0.040222 21481 train 0.044557 21482 train 0.050294 21483 train 0.045688 21484 train 0.044888 21485 train 0.042951 21486 train 0.042205 21487 train 0.041809 21488 train 0.043307 21489 train 0.039942 21490 train 0.040820 21491 train 0.041253 21492 train 0.046321 21493 train 0.041846 21494 train 0.039816 21495 train 0.041071 21496 train 0.040433 21497 train 0.043618 21498 train 0.042262 21499 train 0.044340 21500 val 18.3559 21500 train 0.046632 21501 train 0.056568 21502 train 0.044478 21503 train 0.042248 21504 train 0.045868 21505 train 0.041857 21506 train 0.041218 21507 train 0.043698 21508 train 0.044588 21509 train 0.041106 21510 train 0.042059 21511 train 0.041878 21512 train 0.038014 21513 train 0.041875 21514 train 0.042017 21515 train 0.043001 21516 train 0.043849 21517 train 0.039998 21518 train 0.044866 21519 train 0.047446 21520 train 0.042661 21521 train 0.046181 21522 train 0.042883 21523 train 0.043573 21524 train 0.042838 21525 val 18.5303 21525 train 0.044002 21526 train 0.039871 21527 train 0.041997 21528 train 0.043137 21529 train 0.045177 21530 train 0.042910 21531 train 0.042136 21532 train 0.037517 21533 train 0.039642 21534 train 0.042751 21535 train 0.043399 21536 train 0.048372 21537 train 0.048410 21538 train 0.044744 21539 train 0.044918 21540 train 0.047971 21541 train 0.043857 21542 train 0.044138 21543 train 0.047261 21544 train 0.039321 21545 train 0.043497 21546 train 0.045396 21547 train 0.041091 21548 train 0.038455 21549 train 0.041069 21550 val 18.5625 21550 train 0.045951 21551 train 0.043404 21552 train 0.039564 21553 train 0.044321 21554 train 0.042680 21555 train 0.051145 21556 train 0.042485 21557 train 0.042126 21558 train 0.043471 21559 train 0.041528 21560 train 0.039550 21561 train 0.043801 21562 train 0.044305 21563 train 0.042532 21564 train 0.042115 21565 train 0.047092 21566 train 0.043219 21567 train 0.042875 21568 train 0.040258 21569 train 0.040707 21570 train 0.041482 21571 train 0.041067 21572 train 0.040992 21573 train 0.049169 21574 train 0.043134 21575 val 18.3897 21575 train 0.042386 21576 train 0.053297 21577 train 0.040103 21578 train 0.046476 21579 train 0.042815 21580 train 0.041066 21581 train 0.043282 21582 train 0.043832 21583 train 0.048115 21584 train 0.045537 21585 train 0.047911 21586 train 0.040436 21587 train 0.046969 21588 train 0.041865 21589 train 0.044576 21590 train 0.040970 21591 train 0.044121 21592 train 0.041983 21593 train 0.044274 21594 train 0.041087 21595 train 0.039169 21596 train 0.042686 21597 train 0.042166 21598 train 0.044776 21599 train 0.041752 21600 val 18.4096 21600 train 0.042044 21601 train 0.047332 21602 train 0.044407 21603 train 0.047130 21604 train 0.044386 21605 train 0.040759 21606 train 0.040186 21607 train 0.044020 21608 train 0.044756 21609 train 0.036997 21610 train 0.038059 21611 train 0.040362 21612 train 0.043151 21613 train 0.042746 21614 train 0.043544 21615 train 0.044908 21616 train 0.046188 21617 train 0.042364 21618 train 0.045023 21619 train 0.045827 21620 train 0.046469 21621 train 0.044162 21622 train 0.053030 21623 train 0.048915 21624 train 0.040423 21625 val 18.5118 21625 train 0.039719 21626 train 0.042516 21627 train 0.040735 21628 train 0.042624 21629 train 0.040813 21630 train 0.041416 21631 train 0.040794 21632 train 0.041846 21633 train 0.043363 21634 train 0.040293 21635 train 0.039330 21636 train 0.046617 21637 train 0.044895 21638 train 0.047303 21639 train 0.047064 21640 train 0.042318 21641 train 0.044094 21642 train 0.044298 21643 train 0.042509 21644 train 0.044790 21645 train 0.038147 21646 train 0.044596 21647 train 0.044335 21648 train 0.038940 21649 train 0.044311 21650 val 18.4426 21650 train 0.039929 21651 train 0.044174 21652 train 0.043191 21653 train 0.041594 21654 train 0.043385 21655 train 0.044860 21656 train 0.045670 21657 train 0.041314 21658 train 0.046608 21659 train 0.047680 21660 train 0.040940 21661 train 0.041149 21662 train 0.043209 21663 train 0.042009 21664 train 0.042014 21665 train 0.043354 21666 train 0.046059 21667 train 0.043070 21668 train 0.041916 21669 train 0.041834 21670 train 0.042290 21671 train 0.045495 21672 train 0.047480 21673 train 0.042072 21674 train 0.045206 21675 val 18.4923 21675 train 0.047176 21676 train 0.041987 21677 train 0.043423 21678 train 0.047789 21679 train 0.044616 21680 train 0.044311 21681 train 0.038415 21682 train 0.044446 21683 train 0.044182 21684 train 0.042816 21685 train 0.049219 21686 train 0.048908 21687 train 0.046043 21688 train 0.045927 21689 train 0.041285 21690 train 0.043332 21691 train 0.046339 21692 train 0.046622 21693 train 0.045474 21694 train 0.040702 21695 train 0.043451 21696 train 0.044015 21697 train 0.047082 21698 train 0.049944 21699 train 0.041865 21700 val 18.4692 21700 train 0.045293 21701 train 0.047648 21702 train 0.064869 21703 train 0.043948 21704 train 0.047682 21705 train 0.043336 21706 train 0.042090 21707 train 0.043319 21708 train 0.039769 21709 train 0.045809 21710 train 0.040004 21711 train 0.042780 21712 train 0.052700 21713 train 0.042134 21714 train 0.042769 21715 train 0.043533 21716 train 0.047182 21717 train 0.041223 21718 train 0.041039 21719 train 0.046343 21720 train 0.038638 21721 train 0.044843 21722 train 0.047026 21723 train 0.043426 21724 train 0.046183 21725 val 18.3879 21725 train 0.045040 21726 train 0.041794 21727 train 0.042795 21728 train 0.041172 21729 train 0.038955 21730 train 0.041581 21731 train 0.036296 21732 train 0.044151 21733 train 0.043820 21734 train 0.045738 21735 train 0.045227 21736 train 0.041172 21737 train 0.043939 21738 train 0.048644 21739 train 0.036737 21740 train 0.053921 21741 train 0.047392 21742 train 0.041581 21743 train 0.042610 21744 train 0.041795 21745 train 0.046162 21746 train 0.039163 21747 train 0.047253 21748 train 0.039924 21749 train 0.044294 21750 val 18.4644 21750 train 0.041648 21751 train 0.045636 21752 train 0.039113 21753 train 0.042412 21754 train 0.042337 21755 train 0.042913 21756 train 0.048963 21757 train 0.045952 21758 train 0.042994 21759 train 0.045691 21760 train 0.051405 21761 train 0.050488 21762 train 0.047387 21763 train 0.051269 21764 train 0.042877 21765 train 0.047439 21766 train 0.041620 21767 train 0.042112 21768 train 0.042363 21769 train 0.044490 21770 train 0.040455 21771 train 0.040279 21772 train 0.044112 21773 train 0.046294 21774 train 0.042844 21775 val 18.4166 21775 train 0.043581 21776 train 0.049959 21777 train 0.046406 21778 train 0.039417 21779 train 0.043056 21780 train 0.044614 21781 train 0.043573 21782 train 0.039757 21783 train 0.043329 21784 train 0.040200 21785 train 0.047716 21786 train 0.043198 21787 train 0.041013 21788 train 0.045034 21789 train 0.041327 21790 train 0.042124 21791 train 0.042622 21792 train 0.041544 21793 train 0.040125 21794 train 0.042922 21795 train 0.052681 21796 train 0.048875 21797 train 0.048205 21798 train 0.046656 21799 train 0.048787 21800 val 18.3857 21800 train 0.043766 21801 train 0.048196 21802 train 0.044297 21803 train 0.043816 21804 train 0.043463 21805 train 0.047321 21806 train 0.042024 21807 train 0.043349 21808 train 0.044631 21809 train 0.042203 21810 train 0.039334 21811 train 0.044472 21812 train 0.042741 21813 train 0.045804 21814 train 0.046155 21815 train 0.049053 21816 train 0.045577 21817 train 0.041591 21818 train 0.045394 21819 train 0.045508 21820 train 0.039583 21821 train 0.040860 21822 train 0.040243 21823 train 0.041279 21824 train 0.043027 21825 val 18.4015 21825 train 0.046188 21826 train 0.041678 21827 train 0.040755 21828 train 0.040002 21829 train 0.040970 21830 train 0.041806 21831 train 0.040828 21832 train 0.040654 21833 train 0.040510 21834 train 0.040906 21835 train 0.041732 21836 train 0.042497 21837 train 0.045244 21838 train 0.043437 21839 train 0.042675 21840 train 0.046594 21841 train 0.044202 21842 train 0.042332 21843 train 0.048337 21844 train 0.044713 21845 train 0.039376 21846 train 0.038210 21847 train 0.041249 21848 train 0.041893 21849 train 0.048351 21850 val 18.5020 21850 train 0.043639 21851 train 0.041802 21852 train 0.040846 21853 train 0.039203 21854 train 0.044744 21855 train 0.056323 21856 train 0.043153 21857 train 0.043270 21858 train 0.043170 21859 train 0.045319 21860 train 0.045604 21861 train 0.042471 21862 train 0.041266 21863 train 0.043951 21864 train 0.043763 21865 train 0.048156 21866 train 0.049177 21867 train 0.043632 21868 train 0.042881 21869 train 0.045863 21870 train 0.041588 21871 train 0.041755 21872 train 0.045474 21873 train 0.046083 21874 train 0.041134 21875 val 18.4060 21875 train 0.044417 21876 train 0.044971 21877 train 0.041595 21878 train 0.041237 21879 train 0.047093 21880 train 0.046194 21881 train 0.046844 21882 train 0.038787 21883 train 0.041179 21884 train 0.049336 21885 train 0.052561 21886 train 0.045540 21887 train 0.042127 21888 train 0.043900 21889 train 0.042392 21890 train 0.043263 21891 train 0.042579 21892 train 0.043267 21893 train 0.043853 21894 train 0.048517 21895 train 0.046916 21896 train 0.047625 21897 train 0.044837 21898 train 0.043742 21899 train 0.043024 21900 val 18.3515 21900 train 0.038660 21901 train 0.042419 21902 train 0.047519 21903 train 0.046760 21904 train 0.046742 21905 train 0.046250 21906 train 0.043787 21907 train 0.043532 21908 train 0.046973 21909 train 0.045039 21910 train 0.040929 21911 train 0.040953 21912 train 0.043032 21913 train 0.039506 21914 train 0.040971 21915 train 0.043220 21916 train 0.044988 21917 train 0.046450 21918 train 0.041085 21919 train 0.039349 21920 train 0.046738 21921 train 0.050306 21922 train 0.046807 21923 train 0.039722 21924 train 0.039988 21925 val 18.5161 21925 train 0.046709 21926 train 0.047519 21927 train 0.041813 21928 train 0.039842 21929 train 0.043521 21930 train 0.040829 21931 train 0.040985 21932 train 0.042554 21933 train 0.048735 21934 train 0.050761 21935 train 0.044416 21936 train 0.046742 21937 train 0.052770 21938 train 0.044523 21939 train 0.045237 21940 train 0.042924 21941 train 0.045033 21942 train 0.042661 21943 train 0.044733 21944 train 0.054488 21945 train 0.044465 21946 train 0.045274 21947 train 0.043095 21948 train 0.041841 21949 train 0.040483 21950 val 18.4230 21950 train 0.042127 21951 train 0.040863 21952 train 0.046366 21953 train 0.042563 21954 train 0.041816 21955 train 0.041945 21956 train 0.041071 21957 train 0.047012 21958 train 0.046447 21959 train 0.043495 21960 train 0.046660 21961 train 0.041695 21962 train 0.047273 21963 train 0.042027 21964 train 0.043991 21965 train 0.042534 21966 train 0.040822 21967 train 0.042957 21968 train 0.041686 21969 train 0.041448 21970 train 0.040474 21971 train 0.039020 21972 train 0.042395 21973 train 0.043246 21974 train 0.040227 21975 val 18.3409 21975 train 0.041563 21976 train 0.048408 21977 train 0.044073 21978 train 0.043348 21979 train 0.043410 21980 train 0.050127 21981 train 0.042753 21982 train 0.042862 21983 train 0.042152 21984 train 0.049432 21985 train 0.047766 21986 train 0.044017 21987 train 0.041577 21988 train 0.047892 21989 train 0.043868 21990 train 0.041190 21991 train 0.039959 21992 train 0.039153 21993 train 0.042629 21994 train 0.038647 21995 train 0.042235 21996 train 0.044449 21997 train 0.045020 21998 train 0.041389 21999 train 0.041968 22000 val 18.3997 22000 train 0.042232 22001 train 0.043115 22002 train 0.047043 22003 train 0.043238 22004 train 0.039083 22005 train 0.038746 22006 train 0.040178 22007 train 0.039562 22008 train 0.041812 22009 train 0.038579 22010 train 0.040659 22011 train 0.039155 22012 train 0.041626 22013 train 0.042291 22014 train 0.039424 22015 train 0.041357 22016 train 0.039586 22017 train 0.047482 22018 train 0.040586 22019 train 0.041300 22020 train 0.042079 22021 train 0.049299 22022 train 0.042798 22023 train 0.040777 22024 train 0.046592 22025 val 18.4975 22025 train 0.052291 22026 train 0.044064 22027 train 0.044255 22028 train 0.042369 22029 train 0.037976 22030 train 0.043298 22031 train 0.043072 22032 train 0.040009 22033 train 0.039832 22034 train 0.044599 22035 train 0.048597 22036 train 0.042140 22037 train 0.041781 22038 train 0.043498 22039 train 0.043731 22040 train 0.037907 22041 train 0.046551 22042 train 0.046074 22043 train 0.039026 22044 train 0.047544 22045 train 0.042696 22046 train 0.040519 22047 train 0.039205 22048 train 0.041433 22049 train 0.041184 22050 val 18.4820 22050 train 0.042132 22051 train 0.043296 22052 train 0.042634 22053 train 0.040136 22054 train 0.041864 22055 train 0.044265 22056 train 0.040797 22057 train 0.042773 22058 train 0.041783 22059 train 0.044249 22060 train 0.042307 22061 train 0.049357 22062 train 0.045058 22063 train 0.042454 22064 train 0.042377 22065 train 0.043688 22066 train 0.042682 22067 train 0.045141 22068 train 0.042288 22069 train 0.042578 22070 train 0.043356 22071 train 0.040502 22072 train 0.038563 22073 train 0.047507 22074 train 0.047101 22075 val 18.3509 22075 train 0.042371 22076 train 0.040644 22077 train 0.047714 22078 train 0.044936 22079 train 0.044142 22080 train 0.041781 22081 train 0.048339 22082 train 0.044326 22083 train 0.045523 22084 train 0.048721 22085 train 0.041249 22086 train 0.038596 22087 train 0.041941 22088 train 0.039878 22089 train 0.041860 22090 train 0.041875 22091 train 0.039818 22092 train 0.042728 22093 train 0.039937 22094 train 0.041112 22095 train 0.043047 22096 train 0.040005 22097 train 0.039064 22098 train 0.047227 22099 train 0.047740 22100 val 18.4002 22100 train 0.045974 22101 train 0.050575 22102 train 0.046076 22103 train 0.041382 22104 train 0.048047 22105 train 0.045637 22106 train 0.044176 22107 train 0.041343 22108 train 0.047161 22109 train 0.043551 22110 train 0.040298 22111 train 0.040775 22112 train 0.046561 22113 train 0.052806 22114 train 0.048021 22115 train 0.045881 22116 train 0.042958 22117 train 0.041408 22118 train 0.039955 22119 train 0.041014 22120 train 0.048153 22121 train 0.041338 22122 train 0.049612 22123 train 0.043916 22124 train 0.041288 22125 val 18.4156 22125 train 0.039747 22126 train 0.044185 22127 train 0.040766 22128 train 0.044565 22129 train 0.041660 22130 train 0.037351 22131 train 0.045387 22132 train 0.040137 22133 train 0.044266 22134 train 0.041083 22135 train 0.042629 22136 train 0.042449 22137 train 0.047945 22138 train 0.044437 22139 train 0.037471 22140 train 0.045475 22141 train 0.043473 22142 train 0.043668 22143 train 0.041280 22144 train 0.044109 22145 train 0.043367 22146 train 0.037857 22147 train 0.042326 22148 train 0.037990 22149 train 0.046114 22150 val 18.4253 22150 train 0.038084 22151 train 0.039572 22152 train 0.041531 22153 train 0.041821 22154 train 0.039306 22155 train 0.046553 22156 train 0.043019 22157 train 0.041088 22158 train 0.042138 22159 train 0.039839 22160 train 0.040946 22161 train 0.044646 22162 train 0.041598 22163 train 0.041839 22164 train 0.045902 22165 train 0.044362 22166 train 0.039620 22167 train 0.040552 22168 train 0.044076 22169 train 0.042419 22170 train 0.043883 22171 train 0.047224 22172 train 0.045315 22173 train 0.042384 22174 train 0.042911 22175 val 18.5052 22175 train 0.044320 22176 train 0.044370 22177 train 0.041117 22178 train 0.042462 22179 train 0.040702 22180 train 0.043751 22181 train 0.038782 22182 train 0.040657 22183 train 0.046197 22184 train 0.042416 22185 train 0.038968 22186 train 0.040684 22187 train 0.037982 22188 train 0.039762 22189 train 0.042362 22190 train 0.043177 22191 train 0.044289 22192 train 0.043145 22193 train 0.041976 22194 train 0.046188 22195 train 0.044403 22196 train 0.043331 22197 train 0.048196 22198 train 0.042745 22199 train 0.041460 22200 val 18.3779 22200 train 0.041704 22201 train 0.045634 22202 train 0.042348 22203 train 0.043208 22204 train 0.038033 22205 train 0.048531 22206 train 0.041048 22207 train 0.044081 22208 train 0.044382 22209 train 0.039759 22210 train 0.042406 22211 train 0.042408 22212 train 0.042791 22213 train 0.035024 22214 train 0.043512 22215 train 0.042038 22216 train 0.043891 22217 train 0.043013 22218 train 0.048892 22219 train 0.044575 22220 train 0.048247 22221 train 0.048302 22222 train 0.043431 22223 train 0.041620 22224 train 0.040576 22225 val 18.5190 22225 train 0.042571 22226 train 0.049291 22227 train 0.042167 22228 train 0.047224 22229 train 0.046263 22230 train 0.046324 22231 train 0.037867 22232 train 0.037305 22233 train 0.039375 22234 train 0.044405 22235 train 0.043474 22236 train 0.043999 22237 train 0.041139 22238 train 0.043669 22239 train 0.041300 22240 train 0.044266 22241 train 0.048101 22242 train 0.043900 22243 train 0.044809 22244 train 0.035804 22245 train 0.040930 22246 train 0.045561 22247 train 0.043325 22248 train 0.042534 22249 train 0.040095 22250 val 18.5588 22250 train 0.043072 22251 train 0.042485 22252 train 0.049338 22253 train 0.041467 22254 train 0.036923 22255 train 0.038488 22256 train 0.043920 22257 train 0.043259 22258 train 0.040867 22259 train 0.042914 22260 train 0.038864 22261 train 0.038145 22262 train 0.057027 22263 train 0.044443 22264 train 0.045768 22265 train 0.040505 22266 train 0.044403 22267 train 0.038631 22268 train 0.041816 22269 train 0.039110 22270 train 0.039877 22271 train 0.039315 22272 train 0.039234 22273 train 0.041730 22274 train 0.040088 22275 val 18.5147 22275 train 0.041645 22276 train 0.043648 22277 train 0.050478 22278 train 0.040388 22279 train 0.043266 22280 train 0.040193 22281 train 0.040208 22282 train 0.043575 22283 train 0.043388 22284 train 0.047008 22285 train 0.040602 22286 train 0.047939 22287 train 0.041700 22288 train 0.044214 22289 train 0.041432 22290 train 0.042889 22291 train 0.038054 22292 train 0.041722 22293 train 0.043550 22294 train 0.043325 22295 train 0.041244 22296 train 0.040462 22297 train 0.040589 22298 train 0.053102 22299 train 0.041453 22300 val 18.4319 22300 train 0.043450 22301 train 0.042594 22302 train 0.042337 22303 train 0.044670 22304 train 0.046224 22305 train 0.040865 22306 train 0.040312 22307 train 0.037920 22308 train 0.041549 22309 train 0.040432 22310 train 0.037646 22311 train 0.043205 22312 train 0.042762 22313 train 0.044924 22314 train 0.041008 22315 train 0.043300 22316 train 0.045361 22317 train 0.042792 22318 train 0.045366 22319 train 0.044150 22320 train 0.039145 22321 train 0.043485 22322 train 0.049562 22323 train 0.044484 22324 train 0.042845 22325 val 18.4855 22325 train 0.041337 22326 train 0.042198 22327 train 0.042706 22328 train 0.039922 22329 train 0.041720 22330 train 0.047205 22331 train 0.044655 22332 train 0.040689 22333 train 0.040885 22334 train 0.042244 22335 train 0.045304 22336 train 0.042405 22337 train 0.041456 22338 train 0.041904 22339 train 0.041578 22340 train 0.042001 22341 train 0.041605 22342 train 0.037279 22343 train 0.044470 22344 train 0.044749 22345 train 0.046909 22346 train 0.039676 22347 train 0.038754 22348 train 0.040782 22349 train 0.037767 22350 val 18.4804 22350 train 0.037826 22351 train 0.037873 22352 train 0.045661 22353 train 0.044922 22354 train 0.042317 22355 train 0.044093 22356 train 0.043087 22357 train 0.043290 22358 train 0.056915 22359 train 0.044212 22360 train 0.042320 22361 train 0.047524 22362 train 0.042001 22363 train 0.043131 22364 train 0.041928 22365 train 0.039719 22366 train 0.038841 22367 train 0.043066 22368 train 0.041647 22369 train 0.042899 22370 train 0.048066 22371 train 0.045173 22372 train 0.041630 22373 train 0.042115 22374 train 0.042682 22375 val 18.5125 22375 train 0.040963 22376 train 0.043836 22377 train 0.042750 22378 train 0.039564 22379 train 0.039879 22380 train 0.050063 22381 train 0.043793 22382 train 0.049641 22383 train 0.043179 22384 train 0.044595 22385 train 0.040542 22386 train 0.038087 22387 train 0.040000 22388 train 0.044646 22389 train 0.044511 22390 train 0.042469 22391 train 0.040065 22392 train 0.038252 22393 train 0.042513 22394 train 0.041520 22395 train 0.049106 22396 train 0.043446 22397 train 0.045351 22398 train 0.041748 22399 train 0.047633 22400 val 18.4568 22400 train 0.047536 22401 train 0.046282 22402 train 0.039070 22403 train 0.043050 22404 train 0.047877 22405 train 0.050297 22406 train 0.042165 22407 train 0.041240 22408 train 0.046492 22409 train 0.045121 22410 train 0.040666 22411 train 0.040259 22412 train 0.043182 22413 train 0.049833 22414 train 0.049028 22415 train 0.048706 22416 train 0.043525 22417 train 0.048053 22418 train 0.047621 22419 train 0.041176 22420 train 0.041793 22421 train 0.044089 22422 train 0.046625 22423 train 0.041652 22424 train 0.043110 22425 val 18.5210 22425 train 0.046144 22426 train 0.045454 22427 train 0.039285 22428 train 0.042537 22429 train 0.041050 22430 train 0.040232 22431 train 0.044831 22432 train 0.045210 22433 train 0.039226 22434 train 0.043373 22435 train 0.047183 22436 train 0.043638 22437 train 0.046408 22438 train 0.045238 22439 train 0.043253 22440 train 0.043874 22441 train 0.046625 22442 train 0.038551 22443 train 0.045576 22444 train 0.043418 22445 train 0.045183 22446 train 0.044119 22447 train 0.043837 22448 train 0.035476 22449 train 0.043552 22450 val 18.5138 22450 train 0.042879 22451 train 0.047555 22452 train 0.044991 22453 train 0.044790 22454 train 0.041697 22455 train 0.047277 22456 train 0.039234 22457 train 0.046767 22458 train 0.041407 22459 train 0.045399 22460 train 0.042045 22461 train 0.058368 22462 train 0.048701 22463 train 0.043204 22464 train 0.047433 22465 train 0.045141 22466 train 0.045389 22467 train 0.042409 22468 train 0.041751 22469 train 0.042921 22470 train 0.043624 22471 train 0.041354 22472 train 0.039299 22473 train 0.044776 22474 train 0.043240 22475 val 18.4889 22475 train 0.044690 22476 train 0.046522 22477 train 0.044178 22478 train 0.039685 22479 train 0.042963 22480 train 0.045641 22481 train 0.046431 22482 train 0.045390 22483 train 0.045933 22484 train 0.039934 22485 train 0.045232 22486 train 0.042477 22487 train 0.045320 22488 train 0.043045 22489 train 0.043350 22490 train 0.042876 22491 train 0.044339 22492 train 0.038218 22493 train 0.042163 22494 train 0.042279 22495 train 0.045454 22496 train 0.041385 22497 train 0.057395 22498 train 0.050444 22499 train 0.042761 22500 val 18.4280 22500 train 0.045129 22501 train 0.044906 22502 train 0.043552 22503 train 0.043801 22504 train 0.043637 22505 train 0.044042 22506 train 0.046646 22507 train 0.042852 22508 train 0.044889 22509 train 0.047435 22510 train 0.040515 22511 train 0.041746 22512 train 0.045880 22513 train 0.041479 22514 train 0.041510 22515 train 0.041856 22516 train 0.042226 22517 train 0.042025 22518 train 0.044994 22519 train 0.046770 22520 train 0.041270 22521 train 0.043049 22522 train 0.049072 22523 train 0.047013 22524 train 0.042905 22525 val 18.4634 22525 train 0.044659 22526 train 0.041356 22527 train 0.041658 22528 train 0.038443 22529 train 0.042474 22530 train 0.043971 22531 train 0.041755 22532 train 0.038464 22533 train 0.047767 22534 train 0.036499 22535 train 0.042220 22536 train 0.049262 22537 train 0.041312 22538 train 0.043620 22539 train 0.046722 22540 train 0.043619 22541 train 0.044837 22542 train 0.049751 22543 train 0.042701 22544 train 0.042897 22545 train 0.051885 22546 train 0.042036 22547 train 0.046545 22548 train 0.043274 22549 train 0.040571 22550 val 18.5378 22550 train 0.043617 22551 train 0.038468 22552 train 0.040143 22553 train 0.040336 22554 train 0.039479 22555 train 0.043776 22556 train 0.039449 22557 train 0.045560 22558 train 0.047083 22559 train 0.042949 22560 train 0.042974 22561 train 0.047005 22562 train 0.041072 22563 train 0.049619 22564 train 0.042332 22565 train 0.042448 22566 train 0.041087 22567 train 0.046926 22568 train 0.042880 22569 train 0.045768 22570 train 0.038740 22571 train 0.038381 22572 train 0.042109 22573 train 0.041557 22574 train 0.043704 22575 val 18.4222 22575 train 0.042571 22576 train 0.047651 22577 train 0.039187 22578 train 0.059955 22579 train 0.045803 22580 train 0.042733 22581 train 0.045456 22582 train 0.040206 22583 train 0.044584 22584 train 0.043460 22585 train 0.043996 22586 train 0.045485 22587 train 0.039962 22588 train 0.037123 22589 train 0.040858 22590 train 0.039481 22591 train 0.038563 22592 train 0.042220 22593 train 0.039934 22594 train 0.049230 22595 train 0.044152 22596 train 0.045065 22597 train 0.044836 22598 train 0.040417 22599 train 0.043317 22600 val 18.4646 22600 train 0.040029 22601 train 0.045003 22602 train 0.043622 22603 train 0.049496 22604 train 0.040980 22605 train 0.040997 22606 train 0.038520 22607 train 0.044254 22608 train 0.041453 22609 train 0.039431 22610 train 0.041405 22611 train 0.038740 22612 train 0.041479 22613 train 0.042152 22614 train 0.043022 22615 train 0.043710 22616 train 0.045626 22617 train 0.045257 22618 train 0.045594 22619 train 0.038375 22620 train 0.046423 22621 train 0.050504 22622 train 0.050925 22623 train 0.045414 22624 train 0.038781 22625 val 18.3791 22625 train 0.045284 22626 train 0.045440 22627 train 0.041798 22628 train 0.041125 22629 train 0.040017 22630 train 0.039875 22631 train 0.043596 22632 train 0.037489 22633 train 0.043089 22634 train 0.041115 22635 train 0.047472 22636 train 0.040711 22637 train 0.041449 22638 train 0.042159 22639 train 0.042416 22640 train 0.040416 22641 train 0.039619 22642 train 0.040922 22643 train 0.040966 22644 train 0.039960 22645 train 0.043453 22646 train 0.040335 22647 train 0.037839 22648 train 0.041120 22649 train 0.040922 22650 val 18.4549 22650 train 0.037275 22651 train 0.040397 22652 train 0.039880 22653 train 0.037793 22654 train 0.041697 22655 train 0.039712 22656 train 0.051133 22657 train 0.046006 22658 train 0.041301 22659 train 0.043692 22660 train 0.037753 22661 train 0.045191 22662 train 0.043142 22663 train 0.044098 22664 train 0.044772 22665 train 0.041202 22666 train 0.044177 22667 train 0.045424 22668 train 0.044211 22669 train 0.037149 22670 train 0.038332 22671 train 0.044959 22672 train 0.042215 22673 train 0.042334 22674 train 0.043694 22675 val 18.5134 22675 train 0.038327 22676 train 0.042873 22677 train 0.039278 22678 train 0.043076 22679 train 0.042952 22680 train 0.042104 22681 train 0.043554 22682 train 0.040290 22683 train 0.040353 22684 train 0.041590 22685 train 0.045722 22686 train 0.042183 22687 train 0.046948 22688 train 0.040180 22689 train 0.039574 22690 train 0.047272 22691 train 0.039020 22692 train 0.043144 22693 train 0.039820 22694 train 0.039349 22695 train 0.042321 22696 train 0.039722 22697 train 0.041252 22698 train 0.044125 22699 train 0.041813 22700 val 18.3705 22700 train 0.041556 22701 train 0.042086 22702 train 0.046020 22703 train 0.049267 22704 train 0.040380 22705 train 0.041311 22706 train 0.043738 22707 train 0.046915 22708 train 0.041262 22709 train 0.042348 22710 train 0.043426 22711 train 0.046462 22712 train 0.042723 22713 train 0.041251 22714 train 0.038087 22715 train 0.041929 22716 train 0.044040 22717 train 0.042284 22718 train 0.040827 22719 train 0.044112 22720 train 0.043837 22721 train 0.043327 22722 train 0.044648 22723 train 0.042875 22724 train 0.043634 22725 val 18.4019 22725 train 0.043791 22726 train 0.044557 22727 train 0.042162 22728 train 0.042663 22729 train 0.043211 22730 train 0.041815 22731 train 0.048819 22732 train 0.043515 22733 train 0.044405 22734 train 0.045778 22735 train 0.040075 22736 train 0.042213 22737 train 0.038590 22738 train 0.037162 22739 train 0.041034 22740 train 0.044311 22741 train 0.040140 22742 train 0.041953 22743 train 0.043585 22744 train 0.047765 22745 train 0.041289 22746 train 0.044960 22747 train 0.043713 22748 train 0.040439 22749 train 0.043186 22750 val 18.4820 22750 train 0.042566 22751 train 0.045082 22752 train 0.037811 22753 train 0.037424 22754 train 0.039337 22755 train 0.043071 22756 train 0.043046 22757 train 0.045470 22758 train 0.044161 22759 train 0.040608 22760 train 0.043487 22761 train 0.047132 22762 train 0.043926 22763 train 0.042321 22764 train 0.038765 22765 train 0.040777 22766 train 0.044085 22767 train 0.043281 22768 train 0.045345 22769 train 0.040045 22770 train 0.044865 22771 train 0.040382 22772 train 0.044979 22773 train 0.043629 22774 train 0.038537 22775 val 18.4419 22775 train 0.036832 22776 train 0.039917 22777 train 0.040109 22778 train 0.042696 22779 train 0.039038 22780 train 0.044177 22781 train 0.042539 22782 train 0.038950 22783 train 0.039790 22784 train 0.042786 22785 train 0.044519 22786 train 0.037119 22787 train 0.043292 22788 train 0.040887 22789 train 0.040481 22790 train 0.041537 22791 train 0.044111 22792 train 0.038856 22793 train 0.039051 22794 train 0.036579 22795 train 0.039981 22796 train 0.039485 22797 train 0.041488 22798 train 0.040429 22799 train 0.041926 22800 val 18.4622 22800 train 0.041431 22801 train 0.048273 22802 train 0.043186 22803 train 0.039636 22804 train 0.043558 22805 train 0.040986 22806 train 0.038175 22807 train 0.043568 22808 train 0.043320 22809 train 0.039704 22810 train 0.040819 22811 train 0.036693 22812 train 0.037415 22813 train 0.037577 22814 train 0.039612 22815 train 0.039717 22816 train 0.040989 22817 train 0.039034 22818 train 0.044872 22819 train 0.035378 22820 train 0.042221 22821 train 0.042588 22822 train 0.041225 22823 train 0.043672 22824 train 0.041739 22825 val 18.4488 22825 train 0.039904 22826 train 0.045656 22827 train 0.046162 22828 train 0.041060 22829 train 0.039633 22830 train 0.039427 22831 train 0.042482 22832 train 0.038725 22833 train 0.038029 22834 train 0.040640 22835 train 0.040417 22836 train 0.043770 22837 train 0.042334 22838 train 0.044082 22839 train 0.043967 22840 train 0.041522 22841 train 0.038490 22842 train 0.039079 22843 train 0.040776 22844 train 0.044084 22845 train 0.044468 22846 train 0.042755 22847 train 0.040826 22848 train 0.041323 22849 train 0.040589 22850 val 18.5497 22850 train 0.041286 22851 train 0.041715 22852 train 0.041278 22853 train 0.038317 22854 train 0.040242 22855 train 0.039261 22856 train 0.039391 22857 train 0.041119 22858 train 0.039562 22859 train 0.040854 22860 train 0.041603 22861 train 0.039343 22862 train 0.045647 22863 train 0.042128 22864 train 0.043760 22865 train 0.039073 22866 train 0.037738 22867 train 0.042024 22868 train 0.042410 22869 train 0.038957 22870 train 0.040629 22871 train 0.037635 22872 train 0.038016 22873 train 0.039893 22874 train 0.039710 22875 val 18.5004 22875 train 0.037152 22876 train 0.042669 22877 train 0.040695 22878 train 0.041218 22879 train 0.041495 22880 train 0.044558 22881 train 0.047785 22882 train 0.041194 22883 train 0.042733 22884 train 0.043074 22885 train 0.038516 22886 train 0.044971 22887 train 0.037730 22888 train 0.042151 22889 train 0.044794 22890 train 0.042550 22891 train 0.036676 22892 train 0.041371 22893 train 0.041083 22894 train 0.041003 22895 train 0.039235 22896 train 0.046797 22897 train 0.037389 22898 train 0.041097 22899 train 0.045667 22900 val 18.5359 22900 train 0.040406 22901 train 0.042194 22902 train 0.042074 22903 train 0.045286 22904 train 0.042878 22905 train 0.045771 22906 train 0.042277 22907 train 0.039931 22908 train 0.042762 22909 train 0.043715 22910 train 0.044492 22911 train 0.039940 22912 train 0.044625 22913 train 0.043367 22914 train 0.040632 22915 train 0.040172 22916 train 0.041736 22917 train 0.048585 22918 train 0.044966 22919 train 0.041988 22920 train 0.041398 22921 train 0.038939 22922 train 0.047889 22923 train 0.042619 22924 train 0.048034 22925 val 18.5589 22925 train 0.044801 22926 train 0.040612 22927 train 0.045776 22928 train 0.046146 22929 train 0.048639 22930 train 0.044666 22931 train 0.040095 22932 train 0.045086 22933 train 0.041034 22934 train 0.047513 22935 train 0.042603 22936 train 0.045133 22937 train 0.045508 22938 train 0.046662 22939 train 0.044734 22940 train 0.044557 22941 train 0.047037 22942 train 0.043874 22943 train 0.044516 22944 train 0.041893 22945 train 0.047685 22946 train 0.043932 22947 train 0.043410 22948 train 0.045784 22949 train 0.042824 22950 val 18.4505 22950 train 0.044240 22951 train 0.046036 22952 train 0.040246 22953 train 0.039103 22954 train 0.038089 22955 train 0.038925 22956 train 0.044317 22957 train 0.043484 22958 train 0.042436 22959 train 0.043046 22960 train 0.045430 22961 train 0.042541 22962 train 0.043560 22963 train 0.039766 22964 train 0.047494 22965 train 0.045797 22966 train 0.042923 22967 train 0.040893 22968 train 0.047928 22969 train 0.042044 22970 train 0.047382 22971 train 0.047862 22972 train 0.040542 22973 train 0.045498 22974 train 0.038099 22975 val 18.4796 22975 train 0.042224 22976 train 0.042971 22977 train 0.057106 22978 train 0.043434 22979 train 0.042896 22980 train 0.043073 22981 train 0.044253 22982 train 0.048340 22983 train 0.044437 22984 train 0.049089 22985 train 0.053666 22986 train 0.046419 22987 train 0.052471 22988 train 0.046372 22989 train 0.041347 22990 train 0.043074 22991 train 0.039041 22992 train 0.038762 22993 train 0.043135 22994 train 0.041869 22995 train 0.043228 22996 train 0.041884 22997 train 0.039556 22998 train 0.042648 22999 train 0.041408 23000 val 18.5321 23000 train 0.047444 23001 train 0.037186 23002 train 0.044306 23003 train 0.038714 23004 train 0.042350 23005 train 0.044639 23006 train 0.048108 23007 train 0.054328 23008 train 0.045969 23009 train 0.044767 23010 train 0.040202 23011 train 0.040627 23012 train 0.038136 23013 train 0.050983 23014 train 0.043533 23015 train 0.041950 23016 train 0.039757 23017 train 0.036574 23018 train 0.038110 23019 train 0.044244 23020 train 0.049871 23021 train 0.046458 23022 train 0.044994 23023 train 0.053022 23024 train 0.043741 23025 val 18.4470 23025 train 0.041500 23026 train 0.039632 23027 train 0.040937 23028 train 0.041689 23029 train 0.040115 23030 train 0.041241 23031 train 0.042490 23032 train 0.039981 23033 train 0.038856 23034 train 0.043760 23035 train 0.042226 23036 train 0.052871 23037 train 0.037195 23038 train 0.041038 23039 train 0.041657 23040 train 0.042293 23041 train 0.040334 23042 train 0.040196 23043 train 0.043817 23044 train 0.042660 23045 train 0.039896 23046 train 0.040653 23047 train 0.041117 23048 train 0.042055 23049 train 0.047521 23050 val 18.4495 23050 train 0.043272 23051 train 0.040443 23052 train 0.034579 23053 train 0.040940 23054 train 0.038001 23055 train 0.038640 23056 train 0.038613 23057 train 0.048044 23058 train 0.038970 23059 train 0.041831 23060 train 0.039245 23061 train 0.040537 23062 train 0.043161 23063 train 0.047390 23064 train 0.044159 23065 train 0.040410 23066 train 0.041326 23067 train 0.039954 23068 train 0.050214 23069 train 0.041303 23070 train 0.042160 23071 train 0.038980 23072 train 0.045538 23073 train 0.038297 23074 train 0.043978 23075 val 18.5128 23075 train 0.034980 23076 train 0.038631 23077 train 0.044271 23078 train 0.037893 23079 train 0.040485 23080 train 0.037326 23081 train 0.040063 23082 train 0.049918 23083 train 0.041108 23084 train 0.042330 23085 train 0.041013 23086 train 0.047333 23087 train 0.041297 23088 train 0.045441 23089 train 0.046780 23090 train 0.041013 23091 train 0.042104 23092 train 0.041641 23093 train 0.042210 23094 train 0.044395 23095 train 0.042725 23096 train 0.037893 23097 train 0.039453 23098 train 0.041707 23099 train 0.051750 23100 val 18.5810 23100 train 0.040973 23101 train 0.039666 23102 train 0.040308 23103 train 0.043259 23104 train 0.042626 23105 train 0.047808 23106 train 0.037806 23107 train 0.040708 23108 train 0.039895 23109 train 0.041516 23110 train 0.043227 23111 train 0.043222 23112 train 0.037046 23113 train 0.039182 23114 train 0.038034 23115 train 0.037898 23116 train 0.041560 23117 train 0.042465 23118 train 0.042269 23119 train 0.038117 23120 train 0.041245 23121 train 0.038844 23122 train 0.041898 23123 train 0.045240 23124 train 0.043316 23125 val 18.4157 23125 train 0.048762 23126 train 0.045092 23127 train 0.048305 23128 train 0.042237 23129 train 0.040654 23130 train 0.042767 23131 train 0.048495 23132 train 0.042611 23133 train 0.040985 23134 train 0.040746 23135 train 0.044927 23136 train 0.038978 23137 train 0.041048 23138 train 0.041659 23139 train 0.044675 23140 train 0.041600 23141 train 0.038605 23142 train 0.043879 23143 train 0.042563 23144 train 0.043422 23145 train 0.045009 23146 train 0.049233 23147 train 0.044475 23148 train 0.039387 23149 train 0.036157 23150 val 18.4854 23150 train 0.041439 23151 train 0.034888 23152 train 0.044999 23153 train 0.043404 23154 train 0.041110 23155 train 0.041210 23156 train 0.038903 23157 train 0.037427 23158 train 0.040429 23159 train 0.043063 23160 train 0.041285 23161 train 0.049540 23162 train 0.048359 23163 train 0.051015 23164 train 0.035208 23165 train 0.036225 23166 train 0.046103 23167 train 0.055801 23168 train 0.048463 23169 train 0.042321 23170 train 0.040954 23171 train 0.042643 23172 train 0.047170 23173 train 0.043905 23174 train 0.042949 23175 val 18.5604 23175 train 0.044395 23176 train 0.040435 23177 train 0.041600 23178 train 0.040324 23179 train 0.040651 23180 train 0.042457 23181 train 0.041901 23182 train 0.041719 23183 train 0.042620 23184 train 0.046549 23185 train 0.041191 23186 train 0.044622 23187 train 0.039185 23188 train 0.042819 23189 train 0.043402 23190 train 0.040896 23191 train 0.039222 23192 train 0.041582 23193 train 0.037507 23194 train 0.042227 23195 train 0.041037 23196 train 0.037761 23197 train 0.040815 23198 train 0.035288 23199 train 0.040333 23200 val 18.5004 23200 train 0.049252 23201 train 0.040231 23202 train 0.043222 23203 train 0.042882 23204 train 0.046474 23205 train 0.048244 23206 train 0.040705 23207 train 0.040691 23208 train 0.044988 23209 train 0.046337 23210 train 0.042617 23211 train 0.040061 23212 train 0.050094 23213 train 0.041234 23214 train 0.043181 23215 train 0.039332 23216 train 0.042457 23217 train 0.043022 23218 train 0.042849 23219 train 0.042581 23220 train 0.040318 23221 train 0.044153 23222 train 0.044591 23223 train 0.043995 23224 train 0.044231 23225 val 18.5246 23225 train 0.045832 23226 train 0.039910 23227 train 0.043958 23228 train 0.040162 23229 train 0.044233 23230 train 0.042734 23231 train 0.042473 23232 train 0.043711 23233 train 0.046169 23234 train 0.037006 23235 train 0.043785 23236 train 0.043271 23237 train 0.041705 23238 train 0.041062 23239 train 0.037808 23240 train 0.039942 23241 train 0.047295 23242 train 0.041399 23243 train 0.041204 23244 train 0.048502 23245 train 0.042466 23246 train 0.042561 23247 train 0.042420 23248 train 0.087198 23249 train 0.040202 23250 val 18.4635 23250 train 0.043087 23251 train 0.042519 23252 train 0.043412 23253 train 0.047901 23254 train 0.043393 23255 train 0.041936 23256 train 0.041219 23257 train 0.043376 23258 train 0.041002 23259 train 0.041557 23260 train 0.044577 23261 train 0.040792 23262 train 0.041593 23263 train 0.048907 23264 train 0.040825 23265 train 0.039835 23266 train 0.039377 23267 train 0.048318 23268 train 0.039964 23269 train 0.041841 23270 train 0.041702 23271 train 0.045871 23272 train 0.042916 23273 train 0.042763 23274 train 0.043287 23275 val 18.6150 23275 train 0.040530 23276 train 0.039595 23277 train 0.040585 23278 train 0.043090 23279 train 0.038726 23280 train 0.047717 23281 train 0.046732 23282 train 0.044833 23283 train 0.040461 23284 train 0.056863 23285 train 0.042776 23286 train 0.042217 23287 train 0.040682 23288 train 0.042922 23289 train 0.049135 23290 train 0.043477 23291 train 0.042252 23292 train 0.045019 23293 train 0.042808 23294 train 0.040468 23295 train 0.039003 23296 train 0.045839 23297 train 0.041675 23298 train 0.040848 23299 train 0.048514 23300 val 18.4239 23300 train 0.042699 23301 train 0.036646 23302 train 0.039432 23303 train 0.038054 23304 train 0.038066 23305 train 0.041582 23306 train 0.043186 23307 train 0.040915 23308 train 0.037968 23309 train 0.041311 23310 train 0.045042 23311 train 0.036270 23312 train 0.038400 23313 train 0.040612 23314 train 0.042205 23315 train 0.040865 23316 train 0.037056 23317 train 0.041663 23318 train 0.042067 23319 train 0.039262 23320 train 0.042778 23321 train 0.037846 23322 train 0.037696 23323 train 0.038677 23324 train 0.042619 23325 val 18.4390 23325 train 0.046498 23326 train 0.038514 23327 train 0.042345 23328 train 0.043062 23329 train 0.041969 23330 train 0.042932 23331 train 0.036014 23332 train 0.039886 23333 train 0.043520 23334 train 0.042998 23335 train 0.045597 23336 train 0.039278 23337 train 0.037959 23338 train 0.032945 23339 train 0.040541 23340 train 0.042369 23341 train 0.043406 23342 train 0.043033 23343 train 0.046415 23344 train 0.040307 23345 train 0.042656 23346 train 0.044652 23347 train 0.035307 23348 train 0.040623 23349 train 0.043865 23350 val 18.5089 23350 train 0.040970 23351 train 0.043894 23352 train 0.038378 23353 train 0.038617 23354 train 0.039678 23355 train 0.039446 23356 train 0.040127 23357 train 0.042348 23358 train 0.039066 23359 train 0.036483 23360 train 0.038574 23361 train 0.051271 23362 train 0.042534 23363 train 0.041597 23364 train 0.043455 23365 train 0.042185 23366 train 0.042510 23367 train 0.040521 23368 train 0.044501 23369 train 0.043468 23370 train 0.047520 23371 train 0.049738 23372 train 0.043849 23373 train 0.041504 23374 train 0.039785 23375 val 18.5134 23375 train 0.038303 23376 train 0.040329 23377 train 0.037845 23378 train 0.040028 23379 train 0.040398 23380 train 0.044408 23381 train 0.045627 23382 train 0.038385 23383 train 0.039382 23384 train 0.041103 23385 train 0.043340 23386 train 0.039802 23387 train 0.041592 23388 train 0.038526 23389 train 0.039603 23390 train 0.050090 23391 train 0.042762 23392 train 0.041375 23393 train 0.039549 23394 train 0.039108 23395 train 0.041009 23396 train 0.043527 23397 train 0.046020 23398 train 0.039585 23399 train 0.041939 23400 val 18.4566 23400 train 0.042455 23401 train 0.046228 23402 train 0.042657 23403 train 0.041358 23404 train 0.044195 23405 train 0.047081 23406 train 0.062435 23407 train 0.043262 23408 train 0.040912 23409 train 0.047964 23410 train 0.042402 23411 train 0.042587 23412 train 0.042167 23413 train 0.041094 23414 train 0.045601 23415 train 0.043263 23416 train 0.040532 23417 train 0.039382 23418 train 0.037023 23419 train 0.036882 23420 train 0.042872 23421 train 0.040462 23422 train 0.041957 23423 train 0.045728 23424 train 0.042595 23425 val 18.5165 23425 train 0.041918 23426 train 0.040677 23427 train 0.041301 23428 train 0.034841 23429 train 0.042955 23430 train 0.038680 23431 train 0.040411 23432 train 0.042074 23433 train 0.065205 23434 train 0.038320 23435 train 0.041606 23436 train 0.041243 23437 train 0.037338 23438 train 0.037923 23439 train 0.041637 23440 train 0.038756 23441 train 0.039870 23442 train 0.049336 23443 train 0.044529 23444 train 0.038357 23445 train 0.044438 23446 train 0.041067 23447 train 0.045489 23448 train 0.044189 23449 train 0.044971 23450 val 18.4991 23450 train 0.044110 23451 train 0.039009 23452 train 0.048345 23453 train 0.041758 23454 train 0.038559 23455 train 0.040660 23456 train 0.036775 23457 train 0.038022 23458 train 0.038313 23459 train 0.038355 23460 train 0.043085 23461 train 0.036339 23462 train 0.040134 23463 train 0.042106 23464 train 0.041771 23465 train 0.035919 23466 train 0.040934 23467 train 0.034685 23468 train 0.040711 23469 train 0.053655 23470 train 0.039844 23471 train 0.045927 23472 train 0.040875 23473 train 0.040338 23474 train 0.038380 23475 val 18.4971 23475 train 0.042149 23476 train 0.039098 23477 train 0.042198 23478 train 0.041482 23479 train 0.037572 23480 train 0.041275 23481 train 0.042132 23482 train 0.041058 23483 train 0.048451 23484 train 0.044726 23485 train 0.050600 23486 train 0.041702 23487 train 0.045881 23488 train 0.060046 23489 train 0.046308 23490 train 0.037243 23491 train 0.042732 23492 train 0.044063 23493 train 0.042297 23494 train 0.039465 23495 train 0.041698 23496 train 0.043018 23497 train 0.039707 23498 train 0.034122 23499 train 0.036347 23500 val 18.5407 23500 train 0.039432 23501 train 0.035574 23502 train 0.038760 23503 train 0.043031 23504 train 0.038937 23505 train 0.041755 23506 train 0.040543 23507 train 0.040959 23508 train 0.041171 23509 train 0.040175 23510 train 0.042003 23511 train 0.042002 23512 train 0.046372 23513 train 0.042787 23514 train 0.040312 23515 train 0.040457 23516 train 0.040650 23517 train 0.040881 23518 train 0.039952 23519 train 0.042338 23520 train 0.039452 23521 train 0.042117 23522 train 0.043843 23523 train 0.042609 23524 train 0.048188 23525 val 18.4928 23525 train 0.042483 23526 train 0.041565 23527 train 0.044421 23528 train 0.042356 23529 train 0.042220 23530 train 0.043444 23531 train 0.042306 23532 train 0.044326 23533 train 0.042332 23534 train 0.041827 23535 train 0.036856 23536 train 0.039675 23537 train 0.037542 23538 train 0.036731 23539 train 0.036278 23540 train 0.036884 23541 train 0.036117 23542 train 0.038829 23543 train 0.044179 23544 train 0.036646 23545 train 0.038253 23546 train 0.040770 23547 train 0.044480 23548 train 0.045371 23549 train 0.038735 23550 val 18.4809 23550 train 0.035133 23551 train 0.049714 23552 train 0.041909 23553 train 0.045310 23554 train 0.051129 23555 train 0.043448 23556 train 0.041579 23557 train 0.043679 23558 train 0.038658 23559 train 0.043201 23560 train 0.044327 23561 train 0.036135 23562 train 0.040031 23563 train 0.042299 23564 train 0.043698 23565 train 0.041651 23566 train 0.040837 23567 train 0.043998 23568 train 0.041191 23569 train 0.049207 23570 train 0.047754 23571 train 0.044446 23572 train 0.042139 23573 train 0.042870 23574 train 0.035830 23575 val 18.6264 23575 train 0.036978 23576 train 0.037487 23577 train 0.040915 23578 train 0.040167 23579 train 0.038297 23580 train 0.039519 23581 train 0.041456 23582 train 0.041843 23583 train 0.041334 23584 train 0.046446 23585 train 0.035455 23586 train 0.039175 23587 train 0.045425 23588 train 0.041221 23589 train 0.038180 23590 train 0.070483 23591 train 0.042110 23592 train 0.043256 23593 train 0.044359 23594 train 0.042135 23595 train 0.042400 23596 train 0.041101 23597 train 0.038857 23598 train 0.044516 23599 train 0.043427 23600 val 18.5687 23600 train 0.036965 23601 train 0.045115 23602 train 0.039666 23603 train 0.040046 23604 train 0.044268 23605 train 0.062592 23606 train 0.048616 23607 train 0.045886 23608 train 0.044352 23609 train 0.046932 23610 train 0.042983 23611 train 0.040604 23612 train 0.039577 23613 train 0.040819 23614 train 0.043308 23615 train 0.038605 23616 train 0.040340 23617 train 0.036782 23618 train 0.042885 23619 train 0.037678 23620 train 0.041345 23621 train 0.039058 23622 train 0.037012 23623 train 0.041106 23624 train 0.045946 23625 val 18.4891 23625 train 0.039353 23626 train 0.049416 23627 train 0.040081 23628 train 0.041153 23629 train 0.043775 23630 train 0.043449 23631 train 0.043969 23632 train 0.038014 23633 train 0.037804 23634 train 0.038926 23635 train 0.044025 23636 train 0.036195 23637 train 0.040347 23638 train 0.039820 23639 train 0.037540 23640 train 0.037805 23641 train 0.038913 23642 train 0.042015 23643 train 0.041498 23644 train 0.046114 23645 train 0.040120 23646 train 0.038687 23647 train 0.047322 23648 train 0.037823 23649 train 0.038907 23650 val 18.5968 23650 train 0.041428 23651 train 0.041491 23652 train 0.045086 23653 train 0.038526 23654 train 0.042456 23655 train 0.037441 23656 train 0.036986 23657 train 0.038712 23658 train 0.037382 23659 train 0.041350 23660 train 0.034499 23661 train 0.038096 23662 train 0.045545 23663 train 0.039366 23664 train 0.039585 23665 train 0.041868 23666 train 0.045573 23667 train 0.040448 23668 train 0.037637 23669 train 0.037819 23670 train 0.040899 23671 train 0.042966 23672 train 0.038994 23673 train 0.040340 23674 train 0.043322 23675 val 18.5417 23675 train 0.038598 23676 train 0.038706 23677 train 0.042851 23678 train 0.038796 23679 train 0.038041 23680 train 0.040411 23681 train 0.042986 23682 train 0.041420 23683 train 0.041869 23684 train 0.040485 23685 train 0.036527 23686 train 0.039698 23687 train 0.044414 23688 train 0.045315 23689 train 0.042691 23690 train 0.042761 23691 train 0.044064 23692 train 0.040324 23693 train 0.039164 23694 train 0.037006 23695 train 0.041133 23696 train 0.043457 23697 train 0.039079 23698 train 0.040288 23699 train 0.041880 23700 val 18.5320 23700 train 0.037663 23701 train 0.040929 23702 train 0.048867 23703 train 0.042035 23704 train 0.041229 23705 train 0.044830 23706 train 0.040431 23707 train 0.038718 23708 train 0.043777 23709 train 0.042954 23710 train 0.044820 23711 train 0.035908 23712 train 0.038920 23713 train 0.036610 23714 train 0.042552 23715 train 0.040658 23716 train 0.038704 23717 train 0.039881 23718 train 0.036865 23719 train 0.044963 23720 train 0.038482 23721 train 0.037616 23722 train 0.039680 23723 train 0.043496 23724 train 0.043446 23725 val 18.5579 23725 train 0.041899 23726 train 0.044511 23727 train 0.042093 23728 train 0.040257 23729 train 0.043822 23730 train 0.047083 23731 train 0.040263 23732 train 0.044930 23733 train 0.041476 23734 train 0.039163 23735 train 0.045347 23736 train 0.041541 23737 train 0.041151 23738 train 0.041265 23739 train 0.040462 23740 train 0.039960 23741 train 0.042141 23742 train 0.041319 23743 train 0.043145 23744 train 0.040747 23745 train 0.043265 23746 train 0.046574 23747 train 0.038389 23748 train 0.039013 23749 train 0.039723 23750 val 18.5521 23750 train 0.043952 23751 train 0.037172 23752 train 0.036970 23753 train 0.041241 23754 train 0.042948 23755 train 0.039279 23756 train 0.041667 23757 train 0.039463 23758 train 0.038968 23759 train 0.038098 23760 train 0.043679 23761 train 0.039915 23762 train 0.044932 23763 train 0.041785 23764 train 0.042531 23765 train 0.042859 23766 train 0.043931 23767 train 0.042446 23768 train 0.039071 23769 train 0.041574 23770 train 0.046311 23771 train 0.040899 23772 train 0.040104 23773 train 0.042724 23774 train 0.039408 23775 val 18.6025 23775 train 0.046390 23776 train 0.039173 23777 train 0.041497 23778 train 0.041015 23779 train 0.041011 23780 train 0.042060 23781 train 0.040140 23782 train 0.041404 23783 train 0.045020 23784 train 0.042172 23785 train 0.040659 23786 train 0.042849 23787 train 0.038775 23788 train 0.039038 23789 train 0.042342 23790 train 0.043924 23791 train 0.043843 23792 train 0.042638 23793 train 0.039625 23794 train 0.038119 23795 train 0.038734 23796 train 0.039900 23797 train 0.035649 23798 train 0.041555 23799 train 0.037496 23800 val 18.6390 23800 train 0.042025 23801 train 0.043323 23802 train 0.045392 23803 train 0.040927 23804 train 0.043407 23805 train 0.042487 23806 train 0.041239 23807 train 0.041959 23808 train 0.039120 23809 train 0.045508 23810 train 0.034087 23811 train 0.044624 23812 train 0.044156 23813 train 0.040049 23814 train 0.041508 23815 train 0.040347 23816 train 0.043611 23817 train 0.037885 23818 train 0.037855 23819 train 0.039893 23820 train 0.039654 23821 train 0.036956 23822 train 0.040740 23823 train 0.039431 23824 train 0.044008 23825 val 18.5703 23825 train 0.046755 23826 train 0.042566 23827 train 0.038766 23828 train 0.040330 23829 train 0.044719 23830 train 0.038050 23831 train 0.039235 23832 train 0.037827 23833 train 0.039744 23834 train 0.035866 23835 train 0.036709 23836 train 0.042464 23837 train 0.037283 23838 train 0.039966 23839 train 0.039886 23840 train 0.038336 23841 train 0.059043 23842 train 0.041330 23843 train 0.041537 23844 train 0.037203 23845 train 0.047697 23846 train 0.040253 23847 train 0.045274 23848 train 0.043391 23849 train 0.037713 23850 val 18.5175 23850 train 0.039282 23851 train 0.041313 23852 train 0.044522 23853 train 0.102137 23854 train 0.044930 23855 train 0.044541 23856 train 0.050881 23857 train 0.044415 23858 train 0.044922 23859 train 0.045602 23860 train 0.042723 23861 train 0.045308 23862 train 0.043866 23863 train 0.043518 23864 train 0.047837 23865 train 0.047825 23866 train 0.041246 23867 train 0.042215 23868 train 0.041127 23869 train 0.043616 23870 train 0.039587 23871 train 0.042871 23872 train 0.043472 23873 train 0.042318 23874 train 0.038392 23875 val 18.5888 23875 train 0.043431 23876 train 0.039877 23877 train 0.047377 23878 train 0.048389 23879 train 0.040752 23880 train 0.038425 23881 train 0.041213 23882 train 0.040163 23883 train 0.044549 23884 train 0.043496 23885 train 0.038350 23886 train 0.041878 23887 train 0.044429 23888 train 0.044383 23889 train 0.171208 23890 train 0.040044 23891 train 0.049713 23892 train 0.043432 23893 train 0.042151 23894 train 0.044850 23895 train 0.039781 23896 train 0.041130 23897 train 0.044117 23898 train 0.041334 23899 train 0.037684 23900 val 18.6640 23900 train 0.043075 23901 train 0.044833 23902 train 0.045182 23903 train 0.042725 23904 train 0.040811 23905 train 0.039797 23906 train 0.038802 23907 train 0.044604 23908 train 0.043865 23909 train 0.041986 23910 train 0.041416 23911 train 0.041248 23912 train 0.037742 23913 train 0.044615 23914 train 0.046736 23915 train 0.036713 23916 train 0.041779 23917 train 0.040144 23918 train 0.036640 23919 train 0.041377 23920 train 0.036183 23921 train 0.042852 23922 train 0.043481 23923 train 0.042909 23924 train 0.041931 23925 val 18.5167 23925 train 0.058920 23926 train 0.037382 23927 train 0.043365 23928 train 0.042513 23929 train 0.040353 23930 train 0.039200 23931 train 0.040576 23932 train 0.038047 23933 train 0.045578 23934 train 0.044285 23935 train 0.037068 23936 train 0.039261 23937 train 0.038739 23938 train 0.042776 23939 train 0.039818 23940 train 0.036474 23941 train 0.038681 23942 train 0.037484 23943 train 0.039119 23944 train 0.046737 23945 train 0.050560 23946 train 0.039134 23947 train 0.035858 23948 train 0.041860 23949 train 0.052061 23950 val 18.5113 23950 train 0.052800 23951 train 0.041088 23952 train 0.048167 23953 train 0.038556 23954 train 0.040955 23955 train 0.039026 23956 train 0.038194 23957 train 0.039490 23958 train 0.039578 23959 train 0.035554 23960 train 0.040506 23961 train 0.066368 23962 train 0.039073 23963 train 0.035852 23964 train 0.038964 23965 train 0.036659 23966 train 0.038777 23967 train 0.039192 23968 train 0.040506 23969 train 0.041465 23970 train 0.045197 23971 train 0.035919 23972 train 0.043839 23973 train 0.041864 23974 train 0.046476 23975 val 18.5503 23975 train 0.035315 23976 train 0.033778 23977 train 0.035500 23978 train 0.041048 23979 train 0.038878 23980 train 0.039914 23981 train 0.038001 23982 train 0.037906 23983 train 0.040580 23984 train 0.035865 23985 train 0.041751 23986 train 0.044582 23987 train 0.040159 23988 train 0.047421 23989 train 0.046955 23990 train 0.037665 23991 train 0.038666 23992 train 0.036802 23993 train 0.041754 23994 train 0.043926 23995 train 0.042481 23996 train 0.040138 23997 train 0.046133 23998 train 0.040071 23999 train 0.039207 24000 val 18.6392 24000 train 0.039337 24001 train 0.038609 24002 train 0.036240 24003 train 0.039812 24004 train 0.040354 24005 train 0.036906 24006 train 0.040313 24007 train 0.035566 24008 train 0.042613 24009 train 0.040607 24010 train 0.040480 24011 train 0.035580 24012 train 0.038984 24013 train 0.038195 24014 train 0.039871 24015 train 0.043865 24016 train 0.037552 24017 train 0.045763 24018 train 0.041474 24019 train 0.036167 24020 train 0.037568 24021 train 0.039866 24022 train 0.043755 24023 train 0.039389 24024 train 0.040205 24025 val 18.4862 24025 train 0.040423 24026 train 0.041063 24027 train 0.046501 24028 train 0.038131 24029 train 0.041292 24030 train 0.043794 24031 train 0.044442 24032 train 0.038017 24033 train 0.045427 24034 train 0.038959 24035 train 0.037407 24036 train 0.044303 24037 train 0.037343 24038 train 0.036090 24039 train 0.040323 24040 train 0.035471 24041 train 0.035953 24042 train 0.037465 24043 train 0.036452 24044 train 0.038952 24045 train 0.039052 24046 train 0.042663 24047 train 0.035713 24048 train 0.041053 24049 train 0.039938 24050 val 18.4970 24050 train 0.040210 24051 train 0.043085 24052 train 0.047311 24053 train 0.039289 24054 train 0.038047 24055 train 0.038641 24056 train 0.040292 24057 train 0.039415 24058 train 0.038475 24059 train 0.040240 24060 train 0.040099 24061 train 0.044522 24062 train 0.040386 24063 train 0.039154 24064 train 0.037178 24065 train 0.042985 24066 train 0.040865 24067 train 0.044873 24068 train 0.037867 24069 train 0.041993 24070 train 0.038620 24071 train 0.038912 24072 train 0.043803 24073 train 0.037549 24074 train 0.039475 24075 val 18.5502 24075 train 0.037402 24076 train 0.036842 24077 train 0.039177 24078 train 0.041133 24079 train 0.039783 24080 train 0.038272 24081 train 0.050261 24082 train 0.039805 24083 train 0.037072 24084 train 0.045884 24085 train 0.039421 24086 train 0.036951 24087 train 0.045982 24088 train 0.042285 24089 train 0.041083 24090 train 0.042727 24091 train 0.040361 24092 train 0.037758 24093 train 0.036831 24094 train 0.039242 24095 train 0.048296 24096 train 0.044018 24097 train 0.041517 24098 train 0.041675 24099 train 0.043515 24100 val 18.5387 24100 train 0.040008 24101 train 0.039184 24102 train 0.040214 24103 train 0.040595 24104 train 0.041457 24105 train 0.040392 24106 train 0.041292 24107 train 0.038518 24108 train 0.040781 24109 train 0.038083 24110 train 0.040440 24111 train 0.039042 24112 train 0.040948 24113 train 0.040787 24114 train 0.039065 24115 train 0.041669 24116 train 0.043665 24117 train 0.048093 24118 train 0.043612 24119 train 0.040679 24120 train 0.041547 24121 train 0.039601 24122 train 0.040282 24123 train 0.042878 24124 train 0.040429 24125 val 18.5838 24125 train 0.035699 24126 train 0.044537 24127 train 0.040255 24128 train 0.040159 24129 train 0.041880 24130 train 0.038390 24131 train 0.045944 24132 train 0.039370 24133 train 0.036951 24134 train 0.040962 24135 train 0.038587 24136 train 0.040875 24137 train 0.039201 24138 train 0.037411 24139 train 0.041998 24140 train 0.038763 24141 train 0.035353 24142 train 0.040504 24143 train 0.041018 24144 train 0.035553 24145 train 0.041535 24146 train 0.039405 24147 train 0.035776 24148 train 0.041249 24149 train 0.036732 24150 val 18.5552 24150 train 0.036783 24151 train 0.039378 24152 train 0.043425 24153 train 0.046457 24154 train 0.039330 24155 train 0.040671 24156 train 0.039799 24157 train 0.038943 24158 train 0.041000 24159 train 0.038632 24160 train 0.038804 24161 train 0.037259 24162 train 0.041519 24163 train 0.041204 24164 train 0.037507 24165 train 0.041957 24166 train 0.039122 24167 train 0.042042 24168 train 0.048715 24169 train 0.040893 24170 train 0.042288 24171 train 0.037070 24172 train 0.042334 24173 train 0.036004 24174 train 0.038065 24175 val 18.4552 24175 train 0.036449 24176 train 0.038585 24177 train 0.037691 24178 train 0.039701 24179 train 0.034692 24180 train 0.036070 24181 train 0.036374 24182 train 0.038431 24183 train 0.038201 24184 train 0.037114 24185 train 0.037476 24186 train 0.037511 24187 train 0.038779 24188 train 0.039234 24189 train 0.040622 24190 train 0.040865 24191 train 0.039839 24192 train 0.040672 24193 train 0.040211 24194 train 0.039689 24195 train 0.040090 24196 train 0.040478 24197 train 0.039005 24198 train 0.039918 24199 train 0.037848 24200 val 18.5011 24200 train 0.040911 24201 train 0.038310 24202 train 0.042291 24203 train 0.041405 24204 train 0.038423 24205 train 0.038976 24206 train 0.049130 24207 train 0.041341 24208 train 0.043201 24209 train 0.035485 24210 train 0.039363 24211 train 0.038524 24212 train 0.041143 24213 train 0.038272 24214 train 0.038823 24215 train 0.038834 24216 train 0.038693 24217 train 0.043137 24218 train 0.037165 24219 train 0.038138 24220 train 0.040035 24221 train 0.037064 24222 train 0.035761 24223 train 0.040543 24224 train 0.039327 24225 val 18.5992 24225 train 0.044862 24226 train 0.038733 24227 train 0.038242 24228 train 0.038637 24229 train 0.037047 24230 train 0.041031 24231 train 0.042932 24232 train 0.036269 24233 train 0.043511 24234 train 0.042494 24235 train 0.037309 24236 train 0.040207 24237 train 0.038392 24238 train 0.041841 24239 train 0.041563 24240 train 0.038334 24241 train 0.038663 24242 train 0.045977 24243 train 0.041285 24244 train 0.043034 24245 train 0.041210 24246 train 0.042540 24247 train 0.038797 24248 train 0.050569 24249 train 0.038104 24250 val 18.5342 24250 train 0.042783 24251 train 0.041442 24252 train 0.041668 24253 train 0.042634 24254 train 0.039499 24255 train 0.040850 24256 train 0.039962 24257 train 0.035142 24258 train 0.038171 24259 train 0.037160 24260 train 0.036039 24261 train 0.039023 24262 train 0.042016 24263 train 0.041128 24264 train 0.042194 24265 train 0.037010 24266 train 0.040575 24267 train 0.044078 24268 train 0.038016 24269 train 0.040868 24270 train 0.038603 24271 train 0.039859 24272 train 0.042698 24273 train 0.043456 24274 train 0.039172 24275 val 18.4888 24275 train 0.040157 24276 train 0.038823 24277 train 0.036780 24278 train 0.041787 24279 train 0.035385 24280 train 0.041237 24281 train 0.036956 24282 train 0.041727 24283 train 0.042734 24284 train 0.044519 24285 train 0.036894 24286 train 0.041198 24287 train 0.043763 24288 train 0.044464 24289 train 0.042346 24290 train 0.037816 24291 train 0.043902 24292 train 0.040118 24293 train 0.040185 24294 train 0.038513 24295 train 0.035880 24296 train 0.036204 24297 train 0.038482 24298 train 0.040784 24299 train 0.041700 24300 val 18.6235 24300 train 0.038055 24301 train 0.040919 24302 train 0.037998 24303 train 0.039844 24304 train 0.042071 24305 train 0.045654 24306 train 0.039976 24307 train 0.045841 24308 train 0.047085 24309 train 0.042981 24310 train 0.037457 24311 train 0.039401 24312 train 0.037302 24313 train 0.037449 24314 train 0.049708 24315 train 0.042678 24316 train 0.038206 24317 train 0.039356 24318 train 0.041602 24319 train 0.041488 24320 train 0.036714 24321 train 0.041582 24322 train 0.039295 24323 train 0.038096 24324 train 0.041220 24325 val 18.5040 24325 train 0.045515 24326 train 0.039405 24327 train 0.039354 24328 train 0.041480 24329 train 0.041814 24330 train 0.039912 24331 train 0.038142 24332 train 0.036127 24333 train 0.043330 24334 train 0.042011 24335 train 0.038748 24336 train 0.040362 24337 train 0.037547 24338 train 0.040672 24339 train 0.036318 24340 train 0.038161 24341 train 0.038241 24342 train 0.039216 24343 train 0.039641 24344 train 0.041309 24345 train 0.035317 24346 train 0.037434 24347 train 0.039656 24348 train 0.035461 24349 train 0.039806 24350 val 18.4975 24350 train 0.044242 24351 train 0.040122 24352 train 0.038028 24353 train 0.044817 24354 train 0.038289 24355 train 0.043981 24356 train 0.043662 24357 train 0.040798 24358 train 0.040018 24359 train 0.042887 24360 train 0.037728 24361 train 0.036198 24362 train 0.038105 24363 train 0.039585 24364 train 0.038643 24365 train 0.041776 24366 train 0.044433 24367 train 0.040263 24368 train 0.041004 24369 train 0.038232 24370 train 0.046945 24371 train 0.041803 24372 train 0.044609 24373 train 0.042393 24374 train 0.039872 24375 val 18.5580 24375 train 0.035660 24376 train 0.040996 24377 train 0.038088 24378 train 0.040616 24379 train 0.037653 24380 train 0.040028 24381 train 0.037069 24382 train 0.039579 24383 train 0.042926 24384 train 0.038834 24385 train 0.042435 24386 train 0.040043 24387 train 0.039923 24388 train 0.040544 24389 train 0.043575 24390 train 0.034815 24391 train 0.044065 24392 train 0.041259 24393 train 0.040130 24394 train 0.041860 24395 train 0.039425 24396 train 0.040582 24397 train 0.039025 24398 train 0.039899 24399 train 0.037367 24400 val 18.6373 24400 train 0.037114 24401 train 0.038895 24402 train 0.041986 24403 train 0.035566 24404 train 0.042606 24405 train 0.043065 24406 train 0.040514 24407 train 0.040506 24408 train 0.049200 24409 train 0.041732 24410 train 0.039735 24411 train 0.036276 24412 train 0.044409 24413 train 0.038979 24414 train 0.037860 24415 train 0.044605 24416 train 0.041758 24417 train 0.040283 24418 train 0.040387 24419 train 0.037835 24420 train 0.040736 24421 train 0.036585 24422 train 0.035143 24423 train 0.038325 24424 train 0.040555 24425 val 18.4756 24425 train 0.044077 24426 train 0.042064 24427 train 0.046611 24428 train 0.043194 24429 train 0.038469 24430 train 0.042970 24431 train 0.037422 24432 train 0.041156 24433 train 0.043612 24434 train 0.043186 24435 train 0.043576 24436 train 0.040531 24437 train 0.040551 24438 train 0.038512 24439 train 0.037714 24440 train 0.040576 24441 train 0.043128 24442 train 0.038420 24443 train 0.041103 24444 train 0.039499 24445 train 0.044154 24446 train 0.043917 24447 train 0.038719 24448 train 0.041729 24449 train 0.046768 24450 val 18.4849 24450 train 0.042809 24451 train 0.041448 24452 train 0.045970 24453 train 0.041300 24454 train 0.041645 24455 train 0.034060 24456 train 0.040820 24457 train 0.042640 24458 train 0.040115 24459 train 0.041309 24460 train 0.039388 24461 train 0.038432 24462 train 0.037243 24463 train 0.043650 24464 train 0.039453 24465 train 0.040319 24466 train 0.041968 24467 train 0.041888 24468 train 0.039329 24469 train 0.044151 24470 train 0.041796 24471 train 0.048029 24472 train 0.040175 24473 train 0.038702 24474 train 0.041839 24475 val 18.7124 24475 train 0.041378 24476 train 0.047862 24477 train 0.040849 24478 train 0.040741 24479 train 0.040964 24480 train 0.039528 24481 train 0.038971 24482 train 0.039713 24483 train 0.037548 24484 train 0.034656 24485 train 0.038655 24486 train 0.044092 24487 train 0.042093 24488 train 0.036932 24489 train 0.041163 24490 train 0.039484 24491 train 0.038434 24492 train 0.046175 24493 train 0.044635 24494 train 0.040260 24495 train 0.043503 24496 train 0.043343 24497 train 0.043965 24498 train 0.042562 24499 train 0.044224 24500 val 18.5821 24500 train 0.039185 24501 train 0.039389 24502 train 0.039816 24503 train 0.044559 24504 train 0.036832 24505 train 0.038808 24506 train 0.039231 24507 train 0.045938 24508 train 0.041793 24509 train 0.042097 24510 train 0.041732 24511 train 0.039590 24512 train 0.050056 24513 train 0.039574 24514 train 0.038748 24515 train 0.040901 24516 train 0.041330 24517 train 0.038907 24518 train 0.041841 24519 train 0.044983 24520 train 0.038481 24521 train 0.039208 24522 train 0.038636 24523 train 0.039335 24524 train 0.034726 24525 val 18.5906 24525 train 0.037490 24526 train 0.036210 24527 train 0.039743 24528 train 0.039598 24529 train 0.042690 24530 train 0.038756 24531 train 0.049192 24532 train 0.045042 24533 train 0.046393 24534 train 0.048292 24535 train 0.039922 24536 train 0.040005 24537 train 0.038702 24538 train 0.043572 24539 train 0.039408 24540 train 0.038471 24541 train 0.039417 24542 train 0.038968 24543 train 0.037604 24544 train 0.041389 24545 train 0.036789 24546 train 0.044088 24547 train 0.041217 24548 train 0.039138 24549 train 0.038209 24550 val 18.6006 24550 train 0.042810 24551 train 0.043092 24552 train 0.042361 24553 train 0.039967 24554 train 0.038852 24555 train 0.046382 24556 train 0.041661 24557 train 0.041195 24558 train 0.038146 24559 train 0.041615 24560 train 0.041159 24561 train 0.039022 24562 train 0.039401 24563 train 0.040088 24564 train 0.036805 24565 train 0.038616 24566 train 0.036918 24567 train 0.040709 24568 train 0.043460 24569 train 0.037761 24570 train 0.041285 24571 train 0.040911 24572 train 0.041113 24573 train 0.036111 24574 train 0.043240 24575 val 18.5608 24575 train 0.042123 24576 train 0.043591 24577 train 0.036763 24578 train 0.035714 24579 train 0.037089 24580 train 0.043407 24581 train 0.041179 24582 train 0.039168 24583 train 0.038759 24584 train 0.034447 24585 train 0.036040 24586 train 0.040862 24587 train 0.037536 24588 train 0.044321 24589 train 0.036102 24590 train 0.041202 24591 train 0.045165 24592 train 0.040847 24593 train 0.043319 24594 train 0.038578 24595 train 0.037818 24596 train 0.042044 24597 train 0.041405 24598 train 0.035576 24599 train 0.053230 24600 val 18.5584 24600 train 0.040188 24601 train 0.040626 24602 train 0.036104 24603 train 0.042104 24604 train 0.041264 24605 train 0.040119 24606 train 0.036322 24607 train 0.039887 24608 train 0.043769 24609 train 0.041044 24610 train 0.042875 24611 train 0.039308 24612 train 0.043161 24613 train 0.038197 24614 train 0.037028 24615 train 0.036774 24616 train 0.044781 24617 train 0.040534 24618 train 0.042188 24619 train 0.040972 24620 train 0.038539 24621 train 0.037236 24622 train 0.037875 24623 train 0.036966 24624 train 0.034702 24625 val 18.6543 24625 train 0.037002 24626 train 0.041903 24627 train 0.035478 24628 train 0.038657 24629 train 0.042146 24630 train 0.038993 24631 train 0.044361 24632 train 0.043071 24633 train 0.039890 24634 train 0.037925 24635 train 0.041850 24636 train 0.043820 24637 train 0.043455 24638 train 0.038318 24639 train 0.044361 24640 train 0.039894 24641 train 0.038057 24642 train 0.038260 24643 train 0.039309 24644 train 0.038419 24645 train 0.039560 24646 train 0.038515 24647 train 0.040756 24648 train 0.040091 24649 train 0.043848 24650 val 18.6640 24650 train 0.042028 24651 train 0.039151 24652 train 0.035835 24653 train 0.038838 24654 train 0.042739 24655 train 0.037257 24656 train 0.037839 24657 train 0.036921 24658 train 0.043509 24659 train 0.040470 24660 train 0.040751 24661 train 0.039484 24662 train 0.040518 24663 train 0.036981 24664 train 0.039107 24665 train 0.034300 24666 train 0.038241 24667 train 0.041473 24668 train 0.038459 24669 train 0.037477 24670 train 0.041196 24671 train 0.040646 24672 train 0.040398 24673 train 0.039899 24674 train 0.036816 24675 val 18.5522 24675 train 0.045241 24676 train 0.041871 24677 train 0.042124 24678 train 0.037996 24679 train 0.036913 24680 train 0.045116 24681 train 0.040683 24682 train 0.037247 24683 train 0.039824 24684 train 0.036122 24685 train 0.036563 24686 train 0.043755 24687 train 0.038537 24688 train 0.038767 24689 train 0.037356 24690 train 0.035618 24691 train 0.037610 24692 train 0.039703 24693 train 0.042904 24694 train 0.043552 24695 train 0.039828 24696 train 0.043067 24697 train 0.037108 24698 train 0.040928 24699 train 0.040248 24700 val 18.6340 24700 train 0.043202 24701 train 0.038272 24702 train 0.035382 24703 train 0.039468 24704 train 0.037593 24705 train 0.042074 24706 train 0.037067 24707 train 0.038169 24708 train 0.040462 24709 train 0.037458 24710 train 0.037642 24711 train 0.042729 24712 train 0.040709 24713 train 0.040725 24714 train 0.041140 24715 train 0.040668 24716 train 0.043358 24717 train 0.038468 24718 train 0.035495 24719 train 0.043659 24720 train 0.041153 24721 train 0.037272 24722 train 0.037642 24723 train 0.037613 24724 train 0.039618 24725 val 18.6037 24725 train 0.038090 24726 train 0.033495 24727 train 0.038854 24728 train 0.037602 24729 train 0.038689 24730 train 0.042999 24731 train 0.041568 24732 train 0.043526 24733 train 0.036981 24734 train 0.042796 24735 train 0.045867 24736 train 0.043488 24737 train 0.040863 24738 train 0.038146 24739 train 0.043166 24740 train 0.038471 24741 train 0.043164 24742 train 0.041752 24743 train 0.035755 24744 train 0.035512 24745 train 0.039915 24746 train 0.041130 24747 train 0.040358 24748 train 0.039986 24749 train 0.039201 24750 val 18.5902 24750 train 0.044845 24751 train 0.039092 24752 train 0.040374 24753 train 0.044224 24754 train 0.040680 24755 train 0.045141 24756 train 0.047482 24757 train 0.038715 24758 train 0.038567 24759 train 0.038270 24760 train 0.041384 24761 train 0.042017 24762 train 0.038912 24763 train 0.040156 24764 train 0.038348 24765 train 0.040812 24766 train 0.040262 24767 train 0.035679 24768 train 0.044677 24769 train 0.037668 24770 train 0.039619 24771 train 0.042921 24772 train 0.040145 24773 train 0.040493 24774 train 0.039845 24775 val 18.5430 24775 train 0.048020 24776 train 0.039747 24777 train 0.049841 24778 train 0.040934 24779 train 0.037108 24780 train 0.040911 24781 train 0.040546 24782 train 0.042445 24783 train 0.037222 24784 train 0.039589 24785 train 0.038941 24786 train 0.041177 24787 train 0.040907 24788 train 0.037436 24789 train 0.040160 24790 train 0.037021 24791 train 0.037733 24792 train 0.043328 24793 train 0.043091 24794 train 0.046219 24795 train 0.038093 24796 train 0.040139 24797 train 0.044284 24798 train 0.043912 24799 train 0.042856 24800 val 18.5892 24800 train 0.042287 24801 train 0.046365 24802 train 0.040963 24803 train 0.039523 24804 train 0.040213 24805 train 0.037284 24806 train 0.035645 24807 train 0.038686 24808 train 0.038110 24809 train 0.037642 24810 train 0.041058 24811 train 0.046586 24812 train 0.039721 24813 train 0.043004 24814 train 0.038245 24815 train 0.041573 24816 train 0.042107 24817 train 0.045538 24818 train 0.044765 24819 train 0.035830 24820 train 0.038377 24821 train 0.041120 24822 train 0.044606 24823 train 0.038488 24824 train 0.036804 24825 val 18.5560 24825 train 0.043878 24826 train 0.037310 24827 train 0.039366 24828 train 0.039062 24829 train 0.038136 24830 train 0.039421 24831 train 0.036168 24832 train 0.039250 24833 train 0.043113 24834 train 0.040995 24835 train 0.040515 24836 train 0.042045 24837 train 0.037439 24838 train 0.039195 24839 train 0.040492 24840 train 0.037596 24841 train 0.042169 24842 train 0.041539 24843 train 0.039346 24844 train 0.038540 24845 train 0.035868 24846 train 0.039713 24847 train 0.035893 24848 train 0.033813 24849 train 0.038825 24850 val 18.4904 24850 train 0.035517 24851 train 0.039754 24852 train 0.039373 24853 train 0.036611 24854 train 0.043360 24855 train 0.039012 24856 train 0.040934 24857 train 0.041116 24858 train 0.040083 24859 train 0.033210 24860 train 0.031342 24861 train 0.040903 24862 train 0.040863 24863 train 0.039929 24864 train 0.042259 24865 train 0.041198 24866 train 0.037491 24867 train 0.036995 24868 train 0.036642 24869 train 0.038448 24870 train 0.038304 24871 train 0.036802 24872 train 0.040567 24873 train 0.034648 24874 train 0.040125 24875 val 18.5147 24875 train 0.037629 24876 train 0.040797 24877 train 0.041628 24878 train 0.043370 24879 train 0.041803 24880 train 0.038336 24881 train 0.040206 24882 train 0.048965 24883 train 0.036728 24884 train 0.036170 24885 train 0.036679 24886 train 0.035998 24887 train 0.038342 24888 train 0.040562 24889 train 0.036878 24890 train 0.037080 24891 train 0.038608 24892 train 0.040349 24893 train 0.037223 24894 train 0.040037 24895 train 0.038735 24896 train 0.037240 24897 train 0.043049 24898 train 0.045066 24899 train 0.040091 24900 val 18.5749 24900 train 0.037481 24901 train 0.041163 24902 train 0.043554 24903 train 0.042397 24904 train 0.038619 24905 train 0.039375 24906 train 0.038874 24907 train 0.038782 24908 train 0.036756 24909 train 0.037176 24910 train 0.039424 24911 train 0.038650 24912 train 0.043925 24913 train 0.038650 24914 train 0.039033 24915 train 0.040507 24916 train 0.041004 24917 train 0.040271 24918 train 0.043158 24919 train 0.039238 24920 train 0.040650 24921 train 0.045879 24922 train 0.040105 24923 train 0.035766 24924 train 0.039524 24925 val 18.5435 24925 train 0.045685 24926 train 0.043844 24927 train 0.034242 24928 train 0.036578 24929 train 0.034709 24930 train 0.040778 24931 train 0.039566 24932 train 0.040823 24933 train 0.042008 24934 train 0.045071 24935 train 0.037380 24936 train 0.043167 24937 train 0.039937 24938 train 0.051463 24939 train 0.038740 24940 train 0.039580 24941 train 0.039703 24942 train 0.040600 24943 train 0.039858 24944 train 0.042970 24945 train 0.039654 24946 train 0.037825 24947 train 0.040303 24948 train 0.036979 24949 train 0.035806 24950 val 18.5635 24950 train 0.038137 24951 train 0.038276 24952 train 0.037180 24953 train 0.037198 24954 train 0.036603 24955 train 0.040094 24956 train 0.037020 24957 train 0.048814 24958 train 0.041087 24959 train 0.039843 24960 train 0.042235 24961 train 0.041180 24962 train 0.038956 24963 train 0.037402 24964 train 0.038931 24965 train 0.037938 24966 train 0.035197 24967 train 0.035579 24968 train 0.040256 24969 train 0.042807 24970 train 0.039201 24971 train 0.039543 24972 train 0.038803 24973 train 0.043843 24974 train 0.042901 24975 val 18.5003 24975 train 0.048427 24976 train 0.041686 24977 train 0.038917 24978 train 0.037496 24979 train 0.041970 24980 train 0.041410 24981 train 0.040308 24982 train 0.039548 24983 train 0.039467 24984 train 0.043366 24985 train 0.035536 24986 train 0.037385 24987 train 0.036981 24988 train 0.032630 24989 train 0.036312 24990 train 0.034150 24991 train 0.036150 24992 train 0.043064 24993 train 0.040512 24994 train 0.039744 24995 train 0.040216 24996 train 0.045482 24997 train 0.040399 24998 train 0.043955 24999 train 0.039742 25000 val 18.4947 25000 train 0.036449 25001 train 0.041982 25002 train 0.039935 25003 train 0.037925 25004 train 0.044809 25005 train 0.039023 25006 train 0.037457 25007 train 0.037827 25008 train 0.035178 25009 train 0.040173 25010 train 0.037909 25011 train 0.042025 25012 train 0.041750 25013 train 0.040525 25014 train 0.037998 25015 train 0.044625 25016 train 0.038782 25017 train 0.042608 25018 train 0.038569 25019 train 0.042448 25020 train 0.040752 25021 train 0.038091 25022 train 0.038308 25023 train 0.042165 25024 train 0.038567 25025 val 18.4880 25025 train 0.039606 25026 train 0.038199 25027 train 0.040877 25028 train 0.038420 25029 train 0.034848 25030 train 0.038909 25031 train 0.041797 25032 train 0.041725 25033 train 0.039925 25034 train 0.041434 25035 train 0.037633 25036 train 0.039347 25037 train 0.041073 25038 train 0.037891 25039 train 0.039968 25040 train 0.039357 25041 train 0.038068 25042 train 0.038992 25043 train 0.039999 25044 train 0.040075 25045 train 0.039482 25046 train 0.037485 25047 train 0.040915 25048 train 0.038390 25049 train 0.037164 25050 val 18.6506 25050 train 0.037854 25051 train 0.042328 25052 train 0.033715 25053 train 0.043207 25054 train 0.045251 25055 train 0.042280 25056 train 0.041691 25057 train 0.039987 25058 train 0.039034 25059 train 0.042594 25060 train 0.038577 25061 train 0.043363 25062 train 0.038137 25063 train 0.041943 25064 train 0.041659 25065 train 0.039580 25066 train 0.037519 25067 train 0.038106 25068 train 0.034729 25069 train 0.038447 25070 train 0.042662 25071 train 0.037217 25072 train 0.038212 25073 train 0.041189 25074 train 0.037407 25075 val 18.5577 25075 train 0.040120 25076 train 0.039198 25077 train 0.038751 25078 train 0.038126 25079 train 0.042806 25080 train 0.037910 25081 train 0.039138 25082 train 0.035447 25083 train 0.039969 25084 train 0.038588 25085 train 0.040259 25086 train 0.033360 25087 train 0.037394 25088 train 0.034015 25089 train 0.036699 25090 train 0.042617 25091 train 0.037676 25092 train 0.037773 25093 train 0.040591 25094 train 0.041498 25095 train 0.045894 25096 train 0.041646 25097 train 0.047873 25098 train 0.041272 25099 train 0.041057 25100 val 18.5612 25100 train 0.040594 25101 train 0.042142 25102 train 0.038137 25103 train 0.042393 25104 train 0.042211 25105 train 0.045840 25106 train 0.046079 25107 train 0.039289 25108 train 0.042095 25109 train 0.036214 25110 train 0.037453 25111 train 0.040559 25112 train 0.037014 25113 train 0.040299 25114 train 0.042189 25115 train 0.040803 25116 train 0.040601 25117 train 0.037408 25118 train 0.046006 25119 train 0.042030 25120 train 0.041673 25121 train 0.039545 25122 train 0.040597 25123 train 0.044328 25124 train 0.037996 25125 val 18.6043 25125 train 0.042894 25126 train 0.041308 25127 train 0.040837 25128 train 0.041939 25129 train 0.035898 25130 train 0.039396 25131 train 0.039209 25132 train 0.043414 25133 train 0.042889 25134 train 0.042346 25135 train 0.040806 25136 train 0.036289 25137 train 0.040365 25138 train 0.040669 25139 train 0.043575 25140 train 0.041093 25141 train 0.049547 25142 train 0.044592 25143 train 0.043224 25144 train 0.045771 25145 train 0.038586 25146 train 0.043709 25147 train 0.046519 25148 train 0.038089 25149 train 0.039260 25150 val 18.6431 25150 train 0.041939 25151 train 0.038526 25152 train 0.036683 25153 train 0.039654 25154 train 0.040228 25155 train 0.041083 25156 train 0.044437 25157 train 0.039606 25158 train 0.046002 25159 train 0.044774 25160 train 0.041329 25161 train 0.043078 25162 train 0.046728 25163 train 0.040493 25164 train 0.043724 25165 train 0.039226 25166 train 0.043264 25167 train 0.041147 25168 train 0.040003 25169 train 0.038615 25170 train 0.041711 25171 train 0.040330 25172 train 0.040628 25173 train 0.040006 25174 train 0.035956 25175 val 18.5163 25175 train 0.039662 25176 train 0.041501 25177 train 0.048845 25178 train 0.039682 25179 train 0.040980 25180 train 0.045916 25181 train 0.039346 25182 train 0.044460 25183 train 0.038897 25184 train 0.038617 25185 train 0.043378 25186 train 0.044859 25187 train 0.041820 25188 train 0.040056 25189 train 0.038257 25190 train 0.038277 25191 train 0.035752 25192 train 0.036680 25193 train 0.037332 25194 train 0.042473 25195 train 0.037398 25196 train 0.040058 25197 train 0.040382 25198 train 0.040921 25199 train 0.040036 25200 val 18.5658 25200 train 0.056113 25201 train 0.038624 25202 train 0.043543 25203 train 0.042387 25204 train 0.041402 25205 train 0.042605 25206 train 0.041234 25207 train 0.037899 25208 train 0.040337 25209 train 0.039834 25210 train 0.037183 25211 train 0.041468 25212 train 0.038839 25213 train 0.038779 25214 train 0.040887 25215 train 0.038081 25216 train 0.038640 25217 train 0.037128 25218 train 0.041194 25219 train 0.039167 25220 train 0.043497 25221 train 0.038279 25222 train 0.042191 25223 train 0.039649 25224 train 0.041085 25225 val 18.6180 25225 train 0.036982 25226 train 0.043175 25227 train 0.039079 25228 train 0.036978 25229 train 0.037010 25230 train 0.037351 25231 train 0.036778 25232 train 0.038803 25233 train 0.043932 25234 train 0.035210 25235 train 0.036131 25236 train 0.044064 25237 train 0.039526 25238 train 0.049861 25239 train 0.042407 25240 train 0.042763 25241 train 0.037822 25242 train 0.039000 25243 train 0.039337 25244 train 0.036767 25245 train 0.036031 25246 train 0.036495 25247 train 0.038450 25248 train 0.039493 25249 train 0.038938 25250 val 18.5432 25250 train 0.035441 25251 train 0.036145 25252 train 0.034660 25253 train 0.034608 25254 train 0.039806 25255 train 0.037506 25256 train 0.038538 25257 train 0.032980 25258 train 0.038654 25259 train 0.039919 25260 train 0.043063 25261 train 0.040163 25262 train 0.045072 25263 train 0.038009 25264 train 0.037903 25265 train 0.037987 25266 train 0.038601 25267 train 0.038948 25268 train 0.043090 25269 train 0.045634 25270 train 0.035298 25271 train 0.036676 25272 train 0.036173 25273 train 0.038756 25274 train 0.039636 25275 val 18.5745 25275 train 0.038794 25276 train 0.038039 25277 train 0.038862 25278 train 0.039289 25279 train 0.037312 25280 train 0.040226 25281 train 0.043691 25282 train 0.040051 25283 train 0.038141 25284 train 0.043243 25285 train 0.044092 25286 train 0.035731 25287 train 0.039210 25288 train 0.039431 25289 train 0.037804 25290 train 0.039109 25291 train 0.039836 25292 train 0.038276 25293 train 0.031728 25294 train 0.037551 25295 train 0.039070 25296 train 0.040370 25297 train 0.036615 25298 train 0.039677 25299 train 0.035727 25300 val 18.6305 25300 train 0.047045 25301 train 0.045392 25302 train 0.039417 25303 train 0.038511 25304 train 0.044373 25305 train 0.044551 25306 train 0.035895 25307 train 0.041138 25308 train 0.037651 25309 train 0.036471 25310 train 0.042719 25311 train 0.040203 25312 train 0.042067 25313 train 0.038255 25314 train 0.039805 25315 train 0.040010 25316 train 0.038895 25317 train 0.039275 25318 train 0.040940 25319 train 0.038115 25320 train 0.044542 25321 train 0.042016 25322 train 0.036431 25323 train 0.045152 25324 train 0.040517 25325 val 18.5129 25325 train 0.040082 25326 train 0.040606 25327 train 0.039713 25328 train 0.042981 25329 train 0.038065 25330 train 0.039134 25331 train 0.040977 25332 train 0.045235 25333 train 0.037340 25334 train 0.043630 25335 train 0.034156 25336 train 0.040524 25337 train 0.040053 25338 train 0.037932 25339 train 0.034211 25340 train 0.041399 25341 train 0.040536 25342 train 0.037826 25343 train 0.043003 25344 train 0.036779 25345 train 0.037135 25346 train 0.041380 25347 train 0.039436 25348 train 0.041662 25349 train 0.035716 25350 val 18.5308 25350 train 0.037894 25351 train 0.037725 25352 train 0.044890 25353 train 0.036810 25354 train 0.040214 25355 train 0.036685 25356 train 0.037688 25357 train 0.038227 25358 train 0.039008 25359 train 0.042492 25360 train 0.039185 25361 train 0.044572 25362 train 0.037450 25363 train 0.042055 25364 train 0.045150 25365 train 0.039255 25366 train 0.036306 25367 train 0.035955 25368 train 0.037314 25369 train 0.038964 25370 train 0.040694 25371 train 0.036987 25372 train 0.037501 25373 train 0.039929 25374 train 0.037191 25375 val 18.6172 25375 train 0.035238 25376 train 0.037068 25377 train 0.037547 25378 train 0.035735 25379 train 0.041772 25380 train 0.035443 25381 train 0.040191 25382 train 0.037173 25383 train 0.040391 25384 train 0.037404 25385 train 0.037202 25386 train 0.041356 25387 train 0.037095 25388 train 0.037360 25389 train 0.038770 25390 train 0.042188 25391 train 0.038542 25392 train 0.042737 25393 train 0.038462 25394 train 0.037838 25395 train 0.042652 25396 train 0.040191 25397 train 0.040228 25398 train 0.043509 25399 train 0.057329 25400 val 18.5996 25400 train 0.043263 25401 train 0.034932 25402 train 0.037942 25403 train 0.040678 25404 train 0.041412 25405 train 0.040103 25406 train 0.037802 25407 train 0.036930 25408 train 0.036410 25409 train 0.042359 25410 train 0.042527 25411 train 0.040488 25412 train 0.037333 25413 train 0.032269 25414 train 0.033483 25415 train 0.035923 25416 train 0.041021 25417 train 0.042203 25418 train 0.036460 25419 train 0.040037 25420 train 0.037114 25421 train 0.037184 25422 train 0.037631 25423 train 0.036975 25424 train 0.034304 25425 val 18.5881 25425 train 0.042657 25426 train 0.042345 25427 train 0.035520 25428 train 0.043043 25429 train 0.035131 25430 train 0.038442 25431 train 0.037072 25432 train 0.040380 25433 train 0.040991 25434 train 0.046197 25435 train 0.040854 25436 train 0.037702 25437 train 0.039283 25438 train 0.041624 25439 train 0.041692 25440 train 0.041249 25441 train 0.042621 25442 train 0.035580 25443 train 0.036704 25444 train 0.038638 25445 train 0.040867 25446 train 0.038887 25447 train 0.039768 25448 train 0.039449 25449 train 0.038124 25450 val 18.5730 25450 train 0.040965 25451 train 0.038270 25452 train 0.038643 25453 train 0.045395 25454 train 0.037381 25455 train 0.038480 25456 train 0.035763 25457 train 0.039961 25458 train 0.043494 25459 train 0.038239 25460 train 0.038117 25461 train 0.035734 25462 train 0.042394 25463 train 0.038452 25464 train 0.041080 25465 train 0.037860 25466 train 0.042253 25467 train 0.038726 25468 train 0.037276 25469 train 0.038672 25470 train 0.038953 25471 train 0.040527 25472 train 0.038704 25473 train 0.039132 25474 train 0.041610 25475 val 18.5983 25475 train 0.040075 25476 train 0.038738 25477 train 0.039423 25478 train 0.038178 25479 train 0.045104 25480 train 0.043265 25481 train 0.046430 25482 train 0.039493 25483 train 0.040190 25484 train 0.041804 25485 train 0.041288 25486 train 0.045625 25487 train 0.041653 25488 train 0.039374 25489 train 0.046818 25490 train 0.040359 25491 train 0.037989 25492 train 0.035588 25493 train 0.043595 25494 train 0.041587 25495 train 0.037237 25496 train 0.038761 25497 train 0.038104 25498 train 0.039844 25499 train 0.038550 25500 val 18.4863 25500 train 0.038104 25501 train 0.041768 25502 train 0.038986 25503 train 0.039254 25504 train 0.036879 25505 train 0.037501 25506 train 0.037869 25507 train 0.038412 25508 train 0.039632 25509 train 0.041138 25510 train 0.039079 25511 train 0.037333 25512 train 0.038916 25513 train 0.041771 25514 train 0.040168 25515 train 0.040036 25516 train 0.038772 25517 train 0.038304 25518 train 0.040908 25519 train 0.039649 25520 train 0.038591 25521 train 0.037557 25522 train 0.037982 25523 train 0.039649 25524 train 0.037958 25525 val 18.5447 25525 train 0.044367 25526 train 0.038413 25527 train 0.038369 25528 train 0.037876 25529 train 0.037771 25530 train 0.034692 25531 train 0.039185 25532 train 0.039421 25533 train 0.037242 25534 train 0.041723 25535 train 0.036609 25536 train 0.037798 25537 train 0.037638 25538 train 0.034243 25539 train 0.044122 25540 train 0.044290 25541 train 0.040091 25542 train 0.034164 25543 train 0.038421 25544 train 0.038368 25545 train 0.038472 25546 train 0.036125 25547 train 0.036518 25548 train 0.038680 25549 train 0.040831 25550 val 18.6427 25550 train 0.042206 25551 train 0.042174 25552 train 0.038066 25553 train 0.035271 25554 train 0.040062 25555 train 0.042543 25556 train 0.033295 25557 train 0.038652 25558 train 0.035258 25559 train 0.043503 25560 train 0.038029 25561 train 0.039313 25562 train 0.034282 25563 train 0.041546 25564 train 0.041677 25565 train 0.036509 25566 train 0.040264 25567 train 0.036608 25568 train 0.040556 25569 train 0.036162 25570 train 0.037444 25571 train 0.039206 25572 train 0.038018 25573 train 0.038742 25574 train 0.036157 25575 val 18.6528 25575 train 0.041176 25576 train 0.035250 25577 train 0.038749 25578 train 0.038656 25579 train 0.039039 25580 train 0.036096 25581 train 0.039680 25582 train 0.042665 25583 train 0.043039 25584 train 0.037315 25585 train 0.041664 25586 train 0.040562 25587 train 0.037968 25588 train 0.039312 25589 train 0.035057 25590 train 0.040740 25591 train 0.045625 25592 train 0.038282 25593 train 0.037490 25594 train 0.037462 25595 train 0.040164 25596 train 0.037351 25597 train 0.038493 25598 train 0.036287 25599 train 0.041021 25600 val 18.6590 25600 train 0.041788 25601 train 0.039456 25602 train 0.047611 25603 train 0.038665 25604 train 0.038778 25605 train 0.043218 25606 train 0.043538 25607 train 0.040451 25608 train 0.040898 25609 train 0.044586 25610 train 0.041244 25611 train 0.042611 25612 train 0.039601 25613 train 0.037027 25614 train 0.038638 25615 train 0.036980 25616 train 0.037209 25617 train 0.039380 25618 train 0.039746 25619 train 0.037608 25620 train 0.039383 25621 train 0.043596 25622 train 0.040381 25623 train 0.038793 25624 train 0.039737 25625 val 18.5413 25625 train 0.036187 25626 train 0.041607 25627 train 0.039736 25628 train 0.040747 25629 train 0.041361 25630 train 0.041988 25631 train 0.038509 25632 train 0.041389 25633 train 0.042260 25634 train 0.039441 25635 train 0.035129 25636 train 0.048821 25637 train 0.038405 25638 train 0.040262 25639 train 0.039176 25640 train 0.042706 25641 train 0.044263 25642 train 0.040376 25643 train 0.041824 25644 train 0.039315 25645 train 0.046055 25646 train 0.039650 25647 train 0.038236 25648 train 0.038969 25649 train 0.037889 25650 val 18.5779 25650 train 0.039795 25651 train 0.038369 25652 train 0.037894 25653 train 0.035063 25654 train 0.038463 25655 train 0.034530 25656 train 0.038315 25657 train 0.038322 25658 train 0.039424 25659 train 0.038235 25660 train 0.039000 25661 train 0.038574 25662 train 0.043624 25663 train 0.036723 25664 train 0.048381 25665 train 0.045817 25666 train 0.037021 25667 train 0.039248 25668 train 0.038268 25669 train 0.038869 25670 train 0.041459 25671 train 0.035309 25672 train 0.039939 25673 train 0.036659 25674 train 0.037948 25675 val 18.7303 25675 train 0.037347 25676 train 0.034584 25677 train 0.040171 25678 train 0.044221 25679 train 0.037604 25680 train 0.040168 25681 train 0.039824 25682 train 0.039301 25683 train 0.039036 25684 train 0.042439 25685 train 0.037407 25686 train 0.040759 25687 train 0.037618 25688 train 0.038802 25689 train 0.038081 25690 train 0.040652 25691 train 0.040744 25692 train 0.037683 25693 train 0.038662 25694 train 0.036264 25695 train 0.039627 25696 train 0.038406 25697 train 0.037212 25698 train 0.038992 25699 train 0.040527 25700 val 18.6024 25700 train 0.043716 25701 train 0.047876 25702 train 0.040059 25703 train 0.038302 25704 train 0.037526 25705 train 0.037603 25706 train 0.039497 25707 train 0.041305 25708 train 0.043418 25709 train 0.039119 25710 train 0.041268 25711 train 0.041717 25712 train 0.039264 25713 train 0.038802 25714 train 0.037031 25715 train 0.041756 25716 train 0.034900 25717 train 0.037689 25718 train 0.038925 25719 train 0.039015 25720 train 0.042428 25721 train 0.039315 25722 train 0.039874 25723 train 0.037828 25724 train 0.040773 25725 val 18.6044 25725 train 0.033079 25726 train 0.037209 25727 train 0.043693 25728 train 0.041366 25729 train 0.045617 25730 train 0.039843 25731 train 0.041212 25732 train 0.036157 25733 train 0.034375 25734 train 0.037192 25735 train 0.035751 25736 train 0.041727 25737 train 0.054040 25738 train 0.039949 25739 train 0.034985 25740 train 0.039562 25741 train 0.037736 25742 train 0.040793 25743 train 0.042284 25744 train 0.040795 25745 train 0.043966 25746 train 0.043995 25747 train 0.043866 25748 train 0.041226 25749 train 0.039599 25750 val 18.6791 25750 train 0.036920 25751 train 0.038969 25752 train 0.036644 25753 train 0.042350 25754 train 0.040403 25755 train 0.039416 25756 train 0.038954 25757 train 0.034433 25758 train 0.034000 25759 train 0.036327 25760 train 0.040943 25761 train 0.036377 25762 train 0.036147 25763 train 0.040696 25764 train 0.041464 25765 train 0.038165 25766 train 0.041866 25767 train 0.041547 25768 train 0.041836 25769 train 0.038098 25770 train 0.040318 25771 train 0.036289 25772 train 0.052923 25773 train 0.045264 25774 train 0.043623 25775 val 18.6740 25775 train 0.037504 25776 train 0.036489 25777 train 0.036432 25778 train 0.038950 25779 train 0.037475 25780 train 0.042466 25781 train 0.043633 25782 train 0.044811 25783 train 0.042027 25784 train 0.036528 25785 train 0.056166 25786 train 0.041868 25787 train 0.037354 25788 train 0.037579 25789 train 0.047660 25790 train 0.042452 25791 train 0.042907 25792 train 0.039489 25793 train 0.037183 25794 train 0.037914 25795 train 0.036100 25796 train 0.040941 25797 train 0.032362 25798 train 0.039349 25799 train 0.033632 25800 val 18.6036 25800 train 0.033539 25801 train 0.037463 25802 train 0.041152 25803 train 0.036606 25804 train 0.040371 25805 train 0.036104 25806 train 0.038758 25807 train 0.041359 25808 train 0.085374 25809 train 0.044623 25810 train 0.041838 25811 train 0.042751 25812 train 0.039269 25813 train 0.040196 25814 train 0.039653 25815 train 0.039554 25816 train 0.042910 25817 train 0.038745 25818 train 0.041947 25819 train 0.040523 25820 train 0.038349 25821 train 0.041350 25822 train 0.045224 25823 train 0.039486 25824 train 0.038623 25825 val 18.5906 25825 train 0.041711 25826 train 0.036962 25827 train 0.044316 25828 train 0.044755 25829 train 0.039791 25830 train 0.037573 25831 train 0.038236 25832 train 0.038651 25833 train 0.037626 25834 train 0.038895 25835 train 0.037981 25836 train 0.036160 25837 train 0.037239 25838 train 0.035958 25839 train 0.036016 25840 train 0.035616 25841 train 0.038546 25842 train 0.039638 25843 train 0.037780 25844 train 0.043637 25845 train 0.042378 25846 train 0.040945 25847 train 0.039412 25848 train 0.037472 25849 train 0.045069 25850 val 18.6122 25850 train 0.038174 25851 train 0.039595 25852 train 0.040037 25853 train 0.039481 25854 train 0.037958 25855 train 0.038020 25856 train 0.035942 25857 train 0.039629 25858 train 0.038792 25859 train 0.035376 25860 train 0.035149 25861 train 0.036930 25862 train 0.040000 25863 train 0.039836 25864 train 0.044794 25865 train 0.037585 25866 train 0.036076 25867 train 0.039954 25868 train 0.038444 25869 train 0.041361 25870 train 0.035917 25871 train 0.041786 25872 train 0.036302 25873 train 0.040271 25874 train 0.039406 25875 val 18.5879 25875 train 0.039251 25876 train 0.037365 25877 train 0.038240 25878 train 0.035282 25879 train 0.035374 25880 train 0.036573 25881 train 0.036167 25882 train 0.035419 25883 train 0.035046 25884 train 0.042605 25885 train 0.039635 25886 train 0.037107 25887 train 0.043249 25888 train 0.036689 25889 train 0.038721 25890 train 0.037583 25891 train 0.034971 25892 train 0.034920 25893 train 0.043685 25894 train 0.039956 25895 train 0.038313 25896 train 0.036537 25897 train 0.037434 25898 train 0.040136 25899 train 0.036992 25900 val 18.6438 25900 train 0.035556 25901 train 0.037746 25902 train 0.036108 25903 train 0.036152 25904 train 0.039097 25905 train 0.041261 25906 train 0.034988 25907 train 0.040769 25908 train 0.034864 25909 train 0.043668 25910 train 0.041545 25911 train 0.040657 25912 train 0.038513 25913 train 0.038108 25914 train 0.032280 25915 train 0.038183 25916 train 0.038570 25917 train 0.038170 25918 train 0.037178 25919 train 0.039075 25920 train 0.034366 25921 train 0.039738 25922 train 0.031992 25923 train 0.036854 25924 train 0.036628 25925 val 18.5926 25925 train 0.041621 25926 train 0.037998 25927 train 0.039089 25928 train 0.037877 25929 train 0.041236 25930 train 0.042123 25931 train 0.040901 25932 train 0.035903 25933 train 0.038626 25934 train 0.038963 25935 train 0.037100 25936 train 0.038073 25937 train 0.036362 25938 train 0.035553 25939 train 0.038979 25940 train 0.033929 25941 train 0.041766 25942 train 0.037690 25943 train 0.036942 25944 train 0.044192 25945 train 0.039925 25946 train 0.039783 25947 train 0.038838 25948 train 0.041283 25949 train 0.041181 25950 val 18.6273 25950 train 0.039825 25951 train 0.044990 25952 train 0.040770 25953 train 0.038915 25954 train 0.036615 25955 train 0.046491 25956 train 0.039987 25957 train 0.035552 25958 train 0.035404 25959 train 0.037241 25960 train 0.036836 25961 train 0.038873 25962 train 0.037914 25963 train 0.036997 25964 train 0.038712 25965 train 0.039303 25966 train 0.047309 25967 train 0.041142 25968 train 0.036344 25969 train 0.036116 25970 train 0.042449 25971 train 0.034614 25972 train 0.039264 25973 train 0.037662 25974 train 0.035683 25975 val 18.5897 25975 train 0.041576 25976 train 0.035028 25977 train 0.041519 25978 train 0.037472 25979 train 0.039613 25980 train 0.038089 25981 train 0.034537 25982 train 0.039233 25983 train 0.036101 25984 train 0.042173 25985 train 0.042349 25986 train 0.036821 25987 train 0.038411 25988 train 0.039443 25989 train 0.037820 25990 train 0.039752 25991 train 0.050296 25992 train 0.035592 25993 train 0.036449 25994 train 0.037120 25995 train 0.040191 25996 train 0.037449 25997 train 0.032955 25998 train 0.035864 25999 train 0.035990 26000 val 18.6067 26000 train 0.037506 26001 train 0.033987 26002 train 0.038952 26003 train 0.038685 26004 train 0.038593 26005 train 0.048264 26006 train 0.044923 26007 train 0.036760 26008 train 0.042985 26009 train 0.039502 26010 train 0.042342 26011 train 0.039223 26012 train 0.041210 26013 train 0.043528 26014 train 0.036498 26015 train 0.038847 26016 train 0.037316 26017 train 0.036853 26018 train 0.039725 26019 train 0.036152 26020 train 0.033579 26021 train 0.038171 26022 train 0.039549 26023 train 0.037750 26024 train 0.037106 26025 val 18.6402 26025 train 0.033943 26026 train 0.044360 26027 train 0.043658 26028 train 0.039594 26029 train 0.040960 26030 train 0.038257 26031 train 0.040159 26032 train 0.041169 26033 train 0.039502 26034 train 0.037975 26035 train 0.038062 26036 train 0.035505 26037 train 0.036139 26038 train 0.039112 26039 train 0.040389 26040 train 0.037249 26041 train 0.040037 26042 train 0.037047 26043 train 0.034969 26044 train 0.041254 26045 train 0.037053 26046 train 0.038045 26047 train 0.044926 26048 train 0.043204 26049 train 0.056662 26050 val 18.5705 26050 train 0.039690 26051 train 0.040638 26052 train 0.039335 26053 train 0.036408 26054 train 0.037276 26055 train 0.038562 26056 train 0.040291 26057 train 0.040797 26058 train 0.039840 26059 train 0.040389 26060 train 0.039244 26061 train 0.035708 26062 train 0.036298 26063 train 0.034113 26064 train 0.041401 26065 train 0.039124 26066 train 0.036608 26067 train 0.043079 26068 train 0.043304 26069 train 0.039583 26070 train 0.038457 26071 train 0.037408 26072 train 0.034550 26073 train 0.035270 26074 train 0.039525 26075 val 18.5792 26075 train 0.040484 26076 train 0.044498 26077 train 0.040192 26078 train 0.039766 26079 train 0.032633 26080 train 0.039522 26081 train 0.034895 26082 train 0.034399 26083 train 0.031348 26084 train 0.035056 26085 train 0.038583 26086 train 0.035097 26087 train 0.035702 26088 train 0.038114 26089 train 0.040799 26090 train 0.037906 26091 train 0.039193 26092 train 0.040511 26093 train 0.036040 26094 train 0.034496 26095 train 0.037890 26096 train 0.039382 26097 train 0.035049 26098 train 0.038205 26099 train 0.037134 26100 val 18.7257 26100 train 0.038284 26101 train 0.033369 26102 train 0.038685 26103 train 0.037382 26104 train 0.034550 26105 train 0.038369 26106 train 0.036437 26107 train 0.039489 26108 train 0.038761 26109 train 0.041127 26110 train 0.040509 26111 train 0.037167 26112 train 0.043664 26113 train 0.040685 26114 train 0.036887 26115 train 0.040135 26116 train 0.035785 26117 train 0.036768 26118 train 0.042463 26119 train 0.033974 26120 train 0.034725 26121 train 0.039207 26122 train 0.037651 26123 train 0.033048 26124 train 0.036440 26125 val 18.6586 26125 train 0.036441 26126 train 0.034602 26127 train 0.040375 26128 train 0.039897 26129 train 0.040199 26130 train 0.036253 26131 train 0.038147 26132 train 0.039458 26133 train 0.040412 26134 train 0.036156 26135 train 0.038786 26136 train 0.039341 26137 train 0.034897 26138 train 0.040712 26139 train 0.036324 26140 train 0.035113 26141 train 0.035996 26142 train 0.036500 26143 train 0.041329 26144 train 0.037638 26145 train 0.034814 26146 train 0.037201 26147 train 0.044022 26148 train 0.040169 26149 train 0.040172 26150 val 18.6237 26150 train 0.040658 26151 train 0.040332 26152 train 0.039305 26153 train 0.037888 26154 train 0.041028 26155 train 0.037397 26156 train 0.040620 26157 train 0.039430 26158 train 0.036165 26159 train 0.036928 26160 train 0.039244 26161 train 0.038206 26162 train 0.034652 26163 train 0.034202 26164 train 0.034815 26165 train 0.040522 26166 train 0.038375 26167 train 0.037561 26168 train 0.040375 26169 train 0.036182 26170 train 0.035444 26171 train 0.036168 26172 train 0.040964 26173 train 0.039101 26174 train 0.044496 26175 val 18.6139 26175 train 0.035669 26176 train 0.036927 26177 train 0.037121 26178 train 0.039116 26179 train 0.041741 26180 train 0.039281 26181 train 0.034371 26182 train 0.035856 26183 train 0.036690 26184 train 0.036940 26185 train 0.037236 26186 train 0.034452 26187 train 0.043776 26188 train 0.040193 26189 train 0.034987 26190 train 0.042087 26191 train 0.037591 26192 train 0.038525 26193 train 0.037890 26194 train 0.036925 26195 train 0.035491 26196 train 0.047112 26197 train 0.036252 26198 train 0.033026 26199 train 0.038787 26200 val 18.6925 26200 train 0.036723 26201 train 0.036394 26202 train 0.037565 26203 train 0.036391 26204 train 0.032781 26205 train 0.036718 26206 train 0.038838 26207 train 0.035286 26208 train 0.045389 26209 train 0.039793 26210 train 0.037399 26211 train 0.036106 26212 train 0.037908 26213 train 0.040974 26214 train 0.042577 26215 train 0.048959 26216 train 0.041261 26217 train 0.036972 26218 train 0.039979 26219 train 0.039994 26220 train 0.039846 26221 train 0.038146 26222 train 0.034265 26223 train 0.039412 26224 train 0.038592 26225 val 18.6216 26225 train 0.037095 26226 train 0.042188 26227 train 0.041091 26228 train 0.036710 26229 train 0.035802 26230 train 0.035997 26231 train 0.035322 26232 train 0.040499 26233 train 0.037067 26234 train 0.036433 26235 train 0.041486 26236 train 0.038927 26237 train 0.039948 26238 train 0.034670 26239 train 0.034226 26240 train 0.035283 26241 train 0.033865 26242 train 0.037873 26243 train 0.037663 26244 train 0.035585 26245 train 0.037342 26246 train 0.035049 26247 train 0.031211 26248 train 0.036511 26249 train 0.046679 26250 val 18.6094 26250 train 0.040098 26251 train 0.039543 26252 train 0.040450 26253 train 0.047436 26254 train 0.041976 26255 train 0.035651 26256 train 0.044256 26257 train 0.037778 26258 train 0.040177 26259 train 0.040595 26260 train 0.039118 26261 train 0.037372 26262 train 0.037699 26263 train 0.039716 26264 train 0.035950 26265 train 0.034453 26266 train 0.037045 26267 train 0.037512 26268 train 0.038890 26269 train 0.040351 26270 train 0.035164 26271 train 0.045400 26272 train 0.037945 26273 train 0.037058 26274 train 0.038867 26275 val 18.6960 26275 train 0.033350 26276 train 0.036535 26277 train 0.037325 26278 train 0.044248 26279 train 0.039916 26280 train 0.035769 26281 train 0.038206 26282 train 0.037671 26283 train 0.038836 26284 train 0.041607 26285 train 0.035437 26286 train 0.034073 26287 train 0.033270 26288 train 0.037492 26289 train 0.038187 26290 train 0.038082 26291 train 0.036229 26292 train 0.064901 26293 train 0.035716 26294 train 0.033653 26295 train 0.036088 26296 train 0.036629 26297 train 0.034795 26298 train 0.038369 26299 train 0.039072 26300 val 18.6324 26300 train 0.037234 26301 train 0.036536 26302 train 0.042891 26303 train 0.043839 26304 train 0.036369 26305 train 0.038770 26306 train 0.033638 26307 train 0.040028 26308 train 0.036573 26309 train 0.038061 26310 train 0.040714 26311 train 0.039195 26312 train 0.037722 26313 train 0.037307 26314 train 0.045802 26315 train 0.039253 26316 train 0.034869 26317 train 0.035666 26318 train 0.040250 26319 train 0.039248 26320 train 0.037940 26321 train 0.039262 26322 train 0.035019 26323 train 0.035109 26324 train 0.033580 26325 val 18.5778 26325 train 0.034848 26326 train 0.037699 26327 train 0.033715 26328 train 0.042085 26329 train 0.038612 26330 train 0.039631 26331 train 0.039889 26332 train 0.036287 26333 train 0.037520 26334 train 0.039995 26335 train 0.037263 26336 train 0.037522 26337 train 0.042996 26338 train 0.038875 26339 train 0.039763 26340 train 0.037858 26341 train 0.037961 26342 train 0.038530 26343 train 0.036071 26344 train 0.034237 26345 train 0.037234 26346 train 0.033465 26347 train 0.038871 26348 train 0.037870 26349 train 0.037578 26350 val 18.6945 26350 train 0.037554 26351 train 0.040197 26352 train 0.039265 26353 train 0.036537 26354 train 0.039187 26355 train 0.037785 26356 train 0.037946 26357 train 0.038205 26358 train 0.038173 26359 train 0.037184 26360 train 0.039393 26361 train 0.040451 26362 train 0.035962 26363 train 0.039699 26364 train 0.038406 26365 train 0.035238 26366 train 0.035362 26367 train 0.037791 26368 train 0.037136 26369 train 0.035424 26370 train 0.036924 26371 train 0.038030 26372 train 0.038586 26373 train 0.039621 26374 train 0.039215 26375 val 18.6067 26375 train 0.045006 26376 train 0.039381 26377 train 0.035509 26378 train 0.037190 26379 train 0.039589 26380 train 0.036053 26381 train 0.038629 26382 train 0.036663 26383 train 0.041715 26384 train 0.038120 26385 train 0.033134 26386 train 0.036992 26387 train 0.035027 26388 train 0.033649 26389 train 0.037159 26390 train 0.040687 26391 train 0.038702 26392 train 0.040176 26393 train 0.041725 26394 train 0.037722 26395 train 0.035785 26396 train 0.036522 26397 train 0.040970 26398 train 0.033084 26399 train 0.042849 26400 val 18.7327 26400 train 0.037661 26401 train 0.039332 26402 train 0.035729 26403 train 0.038356 26404 train 0.041382 26405 train 0.036887 26406 train 0.036590 26407 train 0.031567 26408 train 0.035465 26409 train 0.035347 26410 train 0.037324 26411 train 0.040668 26412 train 0.038502 26413 train 0.036974 26414 train 0.035974 26415 train 0.037651 26416 train 0.040349 26417 train 0.034805 26418 train 0.034012 26419 train 0.044197 26420 train 0.042927 26421 train 0.032728 26422 train 0.039755 26423 train 0.037415 26424 train 0.039709 26425 val 18.7420 26425 train 0.035687 26426 train 0.043115 26427 train 0.034822 26428 train 0.041895 26429 train 0.036451 26430 train 0.035732 26431 train 0.035992 26432 train 0.037625 26433 train 0.038611 26434 train 0.037047 26435 train 0.037059 26436 train 0.036376 26437 train 0.043509 26438 train 0.038628 26439 train 0.039979 26440 train 0.038960 26441 train 0.039932 26442 train 0.040595 26443 train 0.035230 26444 train 0.039400 26445 train 0.034331 26446 train 0.037831 26447 train 0.037620 26448 train 0.038151 26449 train 0.031742 26450 val 18.6721 26450 train 0.037419 26451 train 0.038538 26452 train 0.045962 26453 train 0.036790 26454 train 0.038441 26455 train 0.040719 26456 train 0.039596 26457 train 0.039286 26458 train 0.043029 26459 train 0.038858 26460 train 0.037995 26461 train 0.036092 26462 train 0.044223 26463 train 0.036145 26464 train 0.039181 26465 train 0.040414 26466 train 0.037363 26467 train 0.038095 26468 train 0.036068 26469 train 0.036298 26470 train 0.036905 26471 train 0.037682 26472 train 0.040477 26473 train 0.038246 26474 train 0.036948 26475 val 18.5549 26475 train 0.041561 26476 train 0.038908 26477 train 0.039887 26478 train 0.046025 26479 train 0.036065 26480 train 0.039047 26481 train 0.038206 26482 train 0.039632 26483 train 0.038491 26484 train 0.039016 26485 train 0.034619 26486 train 0.037128 26487 train 0.040478 26488 train 0.036699 26489 train 0.037702 26490 train 0.039532 26491 train 0.038317 26492 train 0.042530 26493 train 0.042007 26494 train 0.042725 26495 train 0.034263 26496 train 0.040270 26497 train 0.041326 26498 train 0.046329 26499 train 0.037459 26500 val 18.6005 26500 train 0.038105 26501 train 0.041091 26502 train 0.042184 26503 train 0.041103 26504 train 0.040463 26505 train 0.041812 26506 train 0.038743 26507 train 0.036765 26508 train 0.035622 26509 train 0.034654 26510 train 0.036400 26511 train 0.038646 26512 train 0.041068 26513 train 0.036686 26514 train 0.042038 26515 train 0.041076 26516 train 0.036395 26517 train 0.038142 26518 train 0.038067 26519 train 0.036295 26520 train 0.037019 26521 train 0.037597 26522 train 0.042641 26523 train 0.042396 26524 train 0.037332 26525 val 18.6441 26525 train 0.036085 26526 train 0.036073 26527 train 0.037020 26528 train 0.036080 26529 train 0.038828 26530 train 0.036889 26531 train 0.036787 26532 train 0.039796 26533 train 0.037729 26534 train 0.034564 26535 train 0.038952 26536 train 0.047240 26537 train 0.042364 26538 train 0.048444 26539 train 0.034762 26540 train 0.038525 26541 train 0.039969 26542 train 0.037484 26543 train 0.035697 26544 train 0.042453 26545 train 0.038701 26546 train 0.039471 26547 train 0.039040 26548 train 0.033296 26549 train 0.036941 26550 val 18.6204 26550 train 0.039282 26551 train 0.036645 26552 train 0.040208 26553 train 0.039368 26554 train 0.037613 26555 train 0.037729 26556 train 0.037877 26557 train 0.034517 26558 train 0.034578 26559 train 0.038896 26560 train 0.036575 26561 train 0.036436 26562 train 0.035787 26563 train 0.035130 26564 train 0.032950 26565 train 0.038277 26566 train 0.034340 26567 train 0.035193 26568 train 0.037779 26569 train 0.038552 26570 train 0.034437 26571 train 0.036569 26572 train 0.037265 26573 train 0.035757 26574 train 0.038163 26575 val 18.6129 26575 train 0.036892 26576 train 0.038901 26577 train 0.042127 26578 train 0.040802 26579 train 0.038942 26580 train 0.039610 26581 train 0.038492 26582 train 0.039569 26583 train 0.040732 26584 train 0.042930 26585 train 0.039399 26586 train 0.042597 26587 train 0.038191 26588 train 0.033312 26589 train 0.040861 26590 train 0.037895 26591 train 0.033379 26592 train 0.036652 26593 train 0.034104 26594 train 0.038646 26595 train 0.040718 26596 train 0.035396 26597 train 0.040524 26598 train 0.035608 26599 train 0.033871 26600 val 18.6839 26600 train 0.035535 26601 train 0.041242 26602 train 0.038049 26603 train 0.036985 26604 train 0.043331 26605 train 0.040147 26606 train 0.038628 26607 train 0.037979 26608 train 0.036815 26609 train 0.036122 26610 train 0.035802 26611 train 0.036678 26612 train 0.034002 26613 train 0.036958 26614 train 0.037861 26615 train 0.036844 26616 train 0.037850 26617 train 0.033956 26618 train 0.049323 26619 train 0.036851 26620 train 0.044032 26621 train 0.037493 26622 train 0.039751 26623 train 0.035476 26624 train 0.038583 26625 val 18.6704 26625 train 0.036742 26626 train 0.034924 26627 train 0.031225 26628 train 0.041214 26629 train 0.038391 26630 train 0.037090 26631 train 0.035894 26632 train 0.036231 26633 train 0.036100 26634 train 0.039021 26635 train 0.038824 26636 train 0.032462 26637 train 0.039775 26638 train 0.037225 26639 train 0.034812 26640 train 0.039154 26641 train 0.037552 26642 train 0.039660 26643 train 0.041238 26644 train 0.039922 26645 train 0.035036 26646 train 0.036581 26647 train 0.036549 26648 train 0.036739 26649 train 0.037985 26650 val 18.6574 26650 train 0.037891 26651 train 0.034881 26652 train 0.036058 26653 train 0.034146 26654 train 0.041922 26655 train 0.037606 26656 train 0.036903 26657 train 0.033369 26658 train 0.048748 26659 train 0.037956 26660 train 0.042835 26661 train 0.031356 26662 train 0.037740 26663 train 0.038329 26664 train 0.038763 26665 train 0.036833 26666 train 0.037097 26667 train 0.032865 26668 train 0.034681 26669 train 0.040606 26670 train 0.040832 26671 train 0.037704 26672 train 0.038109 26673 train 0.039752 26674 train 0.034709 26675 val 18.6956 26675 train 0.035069 26676 train 0.035179 26677 train 0.033313 26678 train 0.037154 26679 train 0.041748 26680 train 0.041352 26681 train 0.038988 26682 train 0.036014 26683 train 0.036897 26684 train 0.034177 26685 train 0.041968 26686 train 0.038441 26687 train 0.038179 26688 train 0.035384 26689 train 0.041045 26690 train 0.039344 26691 train 0.034658 26692 train 0.040395 26693 train 0.032515 26694 train 0.037480 26695 train 0.038488 26696 train 0.040427 26697 train 0.037197 26698 train 0.037443 26699 train 0.037131 26700 val 18.7037 26700 train 0.040319 26701 train 0.039778 26702 train 0.041117 26703 train 0.038008 26704 train 0.035388 26705 train 0.039803 26706 train 0.044921 26707 train 0.039128 26708 train 0.036521 26709 train 0.037687 26710 train 0.034564 26711 train 0.035275 26712 train 0.040131 26713 train 0.034325 26714 train 0.034394 26715 train 0.040888 26716 train 0.037506 26717 train 0.037346 26718 train 0.037118 26719 train 0.035816 26720 train 0.037122 26721 train 0.040219 26722 train 0.037853 26723 train 0.035524 26724 train 0.037257 26725 val 18.6920 26725 train 0.039230 26726 train 0.037071 26727 train 0.038302 26728 train 0.035776 26729 train 0.038163 26730 train 0.035395 26731 train 0.038863 26732 train 0.039147 26733 train 0.035283 26734 train 0.036222 26735 train 0.033876 26736 train 0.039195 26737 train 0.038572 26738 train 0.037091 26739 train 0.040119 26740 train 0.034892 26741 train 0.038274 26742 train 0.040191 26743 train 0.040979 26744 train 0.035830 26745 train 0.037514 26746 train 0.034776 26747 train 0.036002 26748 train 0.040798 26749 train 0.037936 26750 val 18.6719 26750 train 0.037355 26751 train 0.036400 26752 train 0.037462 26753 train 0.035573 26754 train 0.036431 26755 train 0.036770 26756 train 0.034420 26757 train 0.037180 26758 train 0.042734 26759 train 0.036067 26760 train 0.043118 26761 train 0.038631 26762 train 0.039914 26763 train 0.034557 26764 train 0.034150 26765 train 0.036892 26766 train 0.037357 26767 train 0.036564 26768 train 0.036542 26769 train 0.034591 26770 train 0.038853 26771 train 0.035717 26772 train 0.035697 26773 train 0.041082 26774 train 0.036659 26775 val 18.6940 26775 train 0.035294 26776 train 0.038735 26777 train 0.037179 26778 train 0.038655 26779 train 0.046706 26780 train 0.038980 26781 train 0.039849 26782 train 0.037124 26783 train 0.033276 26784 train 0.038036 26785 train 0.039185 26786 train 0.042604 26787 train 0.039159 26788 train 0.038035 26789 train 0.040709 26790 train 0.036728 26791 train 0.037973 26792 train 0.031459 26793 train 0.036589 26794 train 0.037959 26795 train 0.041561 26796 train 0.040505 26797 train 0.037329 26798 train 0.036788 26799 train 0.041491 26800 val 18.5736 26800 train 0.040609 26801 train 0.040478 26802 train 0.038640 26803 train 0.037774 26804 train 0.037874 26805 train 0.037469 26806 train 0.044973 26807 train 0.042851 26808 train 0.037461 26809 train 0.040272 26810 train 0.031688 26811 train 0.033160 26812 train 0.034267 26813 train 0.034235 26814 train 0.035595 26815 train 0.034332 26816 train 0.037124 26817 train 0.037438 26818 train 0.040010 26819 train 0.040203 26820 train 0.044862 26821 train 0.040187 26822 train 0.039114 26823 train 0.037460 26824 train 0.036352 26825 val 18.6272 26825 train 0.043062 26826 train 0.036757 26827 train 0.046298 26828 train 0.038896 26829 train 0.036587 26830 train 0.036849 26831 train 0.040482 26832 train 0.035559 26833 train 0.035853 26834 train 0.042431 26835 train 0.039322 26836 train 0.036088 26837 train 0.039407 26838 train 0.038370 26839 train 0.036315 26840 train 0.036884 26841 train 0.043633 26842 train 0.042666 26843 train 0.043294 26844 train 0.036123 26845 train 0.041353 26846 train 0.036323 26847 train 0.034355 26848 train 0.043661 26849 train 0.034517 26850 val 18.6909 26850 train 0.030064 26851 train 0.036247 26852 train 0.036241 26853 train 0.034167 26854 train 0.036417 26855 train 0.038467 26856 train 0.032543 26857 train 0.035622 26858 train 0.037287 26859 train 0.037510 26860 train 0.037549 26861 train 0.049917 26862 train 0.036309 26863 train 0.038149 26864 train 0.034204 26865 train 0.035995 26866 train 0.040903 26867 train 0.040622 26868 train 0.034215 26869 train 0.044679 26870 train 0.039241 26871 train 0.045347 26872 train 0.034712 26873 train 0.040454 26874 train 0.036230 26875 val 18.6504 26875 train 0.036048 26876 train 0.036664 26877 train 0.043099 26878 train 0.035965 26879 train 0.036083 26880 train 0.036585 26881 train 0.042790 26882 train 0.038170 26883 train 0.037504 26884 train 0.040478 26885 train 0.042751 26886 train 0.036616 26887 train 0.036335 26888 train 0.037053 26889 train 0.036736 26890 train 0.034793 26891 train 0.036163 26892 train 0.034631 26893 train 0.034805 26894 train 0.035418 26895 train 0.037141 26896 train 0.035958 26897 train 0.037412 26898 train 0.037295 26899 train 0.038460 26900 val 18.6666 26900 train 0.037960 26901 train 0.034951 26902 train 0.037658 26903 train 0.040347 26904 train 0.037428 26905 train 0.046107 26906 train 0.037886 26907 train 0.051979 26908 train 0.036323 26909 train 0.042479 26910 train 0.035328 26911 train 0.036648 26912 train 0.038282 26913 train 0.037139 26914 train 0.035615 26915 train 0.033215 26916 train 0.036062 26917 train 0.035009 26918 train 0.043731 26919 train 0.039674 26920 train 0.037366 26921 train 0.041120 26922 train 0.036715 26923 train 0.036975 26924 train 0.037840 26925 val 18.7019 26925 train 0.035771 26926 train 0.037011 26927 train 0.034042 26928 train 0.035847 26929 train 0.038593 26930 train 0.037536 26931 train 0.037972 26932 train 0.041470 26933 train 0.036530 26934 train 0.032814 26935 train 0.038760 26936 train 0.035901 26937 train 0.035351 26938 train 0.035034 26939 train 0.038554 26940 train 0.042823 26941 train 0.040673 26942 train 0.035928 26943 train 0.037981 26944 train 0.040171 26945 train 0.042809 26946 train 0.041369 26947 train 0.037817 26948 train 0.041829 26949 train 0.041562 26950 val 18.7237 26950 train 0.035843 26951 train 0.036138 26952 train 0.038783 26953 train 0.035285 26954 train 0.038912 26955 train 0.035200 26956 train 0.033545 26957 train 0.037046 26958 train 0.038428 26959 train 0.038160 26960 train 0.035575 26961 train 0.034361 26962 train 0.046089 26963 train 0.040622 26964 train 0.041010 26965 train 0.037771 26966 train 0.039815 26967 train 0.039234 26968 train 0.034804 26969 train 0.037091 26970 train 0.037969 26971 train 0.039472 26972 train 0.038772 26973 train 0.036420 26974 train 0.048016 26975 val 18.6423 26975 train 0.037409 26976 train 0.034414 26977 train 0.037596 26978 train 0.038611 26979 train 0.037800 26980 train 0.039981 26981 train 0.042068 26982 train 0.044173 26983 train 0.042659 26984 train 0.041821 26985 train 0.041024 26986 train 0.038307 26987 train 0.038163 26988 train 0.042100 26989 train 0.034479 26990 train 0.042059 26991 train 0.038574 26992 train 0.034129 26993 train 0.035625 26994 train 0.036527 26995 train 0.037508 26996 train 0.035944 26997 train 0.041206 26998 train 0.034716 26999 train 0.035974 27000 val 18.7411 27000 train 0.033584 27001 train 0.039623 27002 train 0.035258 27003 train 0.037668 27004 train 0.038089 27005 train 0.035591 27006 train 0.038120 27007 train 0.034349 27008 train 0.037394 27009 train 0.046286 27010 train 0.103857 27011 train 0.040771 27012 train 0.039448 27013 train 0.037297 27014 train 0.033890 27015 train 0.035314 27016 train 0.037401 27017 train 0.037306 27018 train 0.036814 27019 train 0.040147 27020 train 0.039352 27021 train 0.044663 27022 train 0.041118 27023 train 0.041631 27024 train 0.039771 27025 val 18.7408 27025 train 0.041860 27026 train 0.043076 27027 train 0.044597 27028 train 0.033299 27029 train 0.042639 27030 train 0.039731 27031 train 0.041182 27032 train 0.036025 27033 train 0.042083 27034 train 0.034116 27035 train 0.035995 27036 train 0.037843 27037 train 0.037549 27038 train 0.035436 27039 train 0.038247 27040 train 0.036203 27041 train 0.039813 27042 train 0.040499 27043 train 0.036093 27044 train 0.037620 27045 train 0.044144 27046 train 0.040952 27047 train 0.039181 27048 train 0.039936 27049 train 0.037459 27050 val 18.6191 27050 train 0.036156 27051 train 0.034393 27052 train 0.036829 27053 train 0.038247 27054 train 0.035907 27055 train 0.038892 27056 train 0.037076 27057 train 0.035665 27058 train 0.035260 27059 train 0.038333 27060 train 0.036699 27061 train 0.040588 27062 train 0.037478 27063 train 0.040949 27064 train 0.036451 27065 train 0.043911 27066 train 0.035903 27067 train 0.035024 27068 train 0.039806 27069 train 0.045533 27070 train 0.035883 27071 train 0.037563 27072 train 0.037133 27073 train 0.035411 27074 train 0.035869 27075 val 18.7886 27075 train 0.038769 27076 train 0.038577 27077 train 0.036732 27078 train 0.035462 27079 train 0.035682 27080 train 0.034196 27081 train 0.039256 27082 train 0.039760 27083 train 0.037234 27084 train 0.038126 27085 train 0.038663 27086 train 0.034879 27087 train 0.035682 27088 train 0.041270 27089 train 0.038309 27090 train 0.035252 27091 train 0.039199 27092 train 0.043485 27093 train 0.036821 27094 train 0.038480 27095 train 0.035839 27096 train 0.038252 27097 train 0.036265 27098 train 0.032361 27099 train 0.039422 27100 val 18.7833 27100 train 0.034955 27101 train 0.033558 27102 train 0.038091 27103 train 0.034430 27104 train 0.038402 27105 train 0.045495 27106 train 0.037213 27107 train 0.036931 27108 train 0.038013 27109 train 0.038775 27110 train 0.034996 27111 train 0.037411 27112 train 0.036969 27113 train 0.034788 27114 train 0.036840 27115 train 0.034559 27116 train 0.035415 27117 train 0.035841 27118 train 0.035456 27119 train 0.038005 27120 train 0.035804 27121 train 0.040031 27122 train 0.033637 27123 train 0.036712 27124 train 0.038717 27125 val 18.5998 27125 train 0.039748 27126 train 0.035884 27127 train 0.036838 27128 train 0.036940 27129 train 0.034980 27130 train 0.040067 27131 train 0.036701 27132 train 0.038078 27133 train 0.037727 27134 train 0.033361 27135 train 0.038195 27136 train 0.033009 27137 train 0.030932 27138 train 0.032060 27139 train 0.036569 27140 train 0.042611 27141 train 0.047658 27142 train 0.039648 27143 train 0.039176 27144 train 0.037142 27145 train 0.038823 27146 train 0.038685 27147 train 0.034428 27148 train 0.042313 27149 train 0.034806 27150 val 18.6586 27150 train 0.035502 27151 train 0.033466 27152 train 0.036539 27153 train 0.034065 27154 train 0.034646 27155 train 0.033313 27156 train 0.036273 27157 train 0.035549 27158 train 0.038826 27159 train 0.034683 27160 train 0.036818 27161 train 0.035511 27162 train 0.035282 27163 train 0.035940 27164 train 0.034737 27165 train 0.038518 27166 train 0.037744 27167 train 0.038997 27168 train 0.038247 27169 train 0.035787 27170 train 0.036668 27171 train 0.034544 27172 train 0.035982 27173 train 0.036291 27174 train 0.036368 27175 val 18.7312 27175 train 0.036680 27176 train 0.041621 27177 train 0.038923 27178 train 0.037513 27179 train 0.036474 27180 train 0.039607 27181 train 0.039622 27182 train 0.037095 27183 train 0.032299 27184 train 0.036774 27185 train 0.036038 27186 train 0.035761 27187 train 0.037371 27188 train 0.031958 27189 train 0.037678 27190 train 0.036329 27191 train 0.039374 27192 train 0.035663 27193 train 0.039938 27194 train 0.041813 27195 train 0.039213 27196 train 0.037793 27197 train 0.038888 27198 train 0.036646 27199 train 0.038435 27200 val 18.6430 27200 train 0.039197 27201 train 0.038123 27202 train 0.034534 27203 train 0.036851 27204 train 0.036678 27205 train 0.037598 27206 train 0.035578 27207 train 0.040089 27208 train 0.034322 27209 train 0.038380 27210 train 0.038734 27211 train 0.035018 27212 train 0.048184 27213 train 0.039156 27214 train 0.037594 27215 train 0.040470 27216 train 0.039204 27217 train 0.039702 27218 train 0.032946 27219 train 0.034698 27220 train 0.036695 27221 train 0.032896 27222 train 0.035891 27223 train 0.037864 27224 train 0.035316 27225 val 18.6791 27225 train 0.039144 27226 train 0.039015 27227 train 0.039655 27228 train 0.037277 27229 train 0.038653 27230 train 0.041392 27231 train 0.042646 27232 train 0.035908 27233 train 0.035437 27234 train 0.038840 27235 train 0.038375 27236 train 0.035305 27237 train 0.038522 27238 train 0.038046 27239 train 0.033980 27240 train 0.033764 27241 train 0.036935 27242 train 0.035986 27243 train 0.037448 27244 train 0.038834 27245 train 0.036793 27246 train 0.041946 27247 train 0.032676 27248 train 0.034207 27249 train 0.040943 27250 val 18.7664 27250 train 0.041724 27251 train 0.040772 27252 train 0.039414 27253 train 0.037604 27254 train 0.035077 27255 train 0.038639 27256 train 0.037016 27257 train 0.034847 27258 train 0.036604 27259 train 0.039338 27260 train 0.033875 27261 train 0.037544 27262 train 0.034550 27263 train 0.036292 27264 train 0.035565 27265 train 0.037753 27266 train 0.045248 27267 train 0.039423 27268 train 0.036060 27269 train 0.039131 27270 train 0.039905 27271 train 0.031159 27272 train 0.035579 27273 train 0.039162 27274 train 0.039640 27275 val 18.6749 27275 train 0.033792 27276 train 0.035243 27277 train 0.039137 27278 train 0.038960 27279 train 0.034261 27280 train 0.030459 27281 train 0.035166 27282 train 0.036674 27283 train 0.038003 27284 train 0.035805 27285 train 0.039529 27286 train 0.035045 27287 train 0.038828 27288 train 0.039026 27289 train 0.036820 27290 train 0.035657 27291 train 0.039663 27292 train 0.037600 27293 train 0.039370 27294 train 0.037855 27295 train 0.036595 27296 train 0.035730 27297 train 0.034237 27298 train 0.038747 27299 train 0.035021 27300 val 18.7793 27300 train 0.033604 27301 train 0.035727 27302 train 0.046784 27303 train 0.037624 27304 train 0.035445 27305 train 0.035872 27306 train 0.038815 27307 train 0.033378 27308 train 0.035452 27309 train 0.035023 27310 train 0.036060 27311 train 0.036265 27312 train 0.039334 27313 train 0.038990 27314 train 0.035551 27315 train 0.034515 27316 train 0.035592 27317 train 0.038636 27318 train 0.035421 27319 train 0.037671 27320 train 0.036226 27321 train 0.036338 27322 train 0.036500 27323 train 0.037807 27324 train 0.040003 27325 val 18.7431 27325 train 0.034024 27326 train 0.036064 27327 train 0.037584 27328 train 0.037302 27329 train 0.035684 27330 train 0.053455 27331 train 0.037681 27332 train 0.035214 27333 train 0.035482 27334 train 0.039518 27335 train 0.042103 27336 train 0.039874 27337 train 0.040559 27338 train 0.044640 27339 train 0.040011 27340 train 0.034044 27341 train 0.037521 27342 train 0.034681 27343 train 0.030313 27344 train 0.037998 27345 train 0.036034 27346 train 0.041816 27347 train 0.034442 27348 train 0.035065 27349 train 0.037097 27350 val 18.7251 27350 train 0.038865 27351 train 0.036636 27352 train 0.036216 27353 train 0.038843 27354 train 0.036597 27355 train 0.036474 27356 train 0.040038 27357 train 0.040475 27358 train 0.039640 27359 train 0.036054 27360 train 0.034459 27361 train 0.032820 27362 train 0.034044 27363 train 0.035548 27364 train 0.036107 27365 train 0.041478 27366 train 0.038257 27367 train 0.039847 27368 train 0.036967 27369 train 0.037882 27370 train 0.037162 27371 train 0.042478 27372 train 0.037811 27373 train 0.039301 27374 train 0.037427 27375 val 18.6011 27375 train 0.039305 27376 train 0.036776 27377 train 0.036104 27378 train 0.034591 27379 train 0.036128 27380 train 0.035868 27381 train 0.035548 27382 train 0.036507 27383 train 0.037329 27384 train 0.033272 27385 train 0.033888 27386 train 0.040273 27387 train 0.038167 27388 train 0.039222 27389 train 0.036464 27390 train 0.036722 27391 train 0.042597 27392 train 0.034803 27393 train 0.034484 27394 train 0.039660 27395 train 0.037324 27396 train 0.036192 27397 train 0.034866 27398 train 0.035096 27399 train 0.037172 27400 val 18.7180 27400 train 0.036979 27401 train 0.037162 27402 train 0.033131 27403 train 0.034104 27404 train 0.037454 27405 train 0.040076 27406 train 0.036531 27407 train 0.034021 27408 train 0.037647 27409 train 0.052131 27410 train 0.045946 27411 train 0.042307 27412 train 0.037267 27413 train 0.036066 27414 train 0.039381 27415 train 0.038521 27416 train 0.045847 27417 train 0.038004 27418 train 0.035743 27419 train 0.036117 27420 train 0.034137 27421 train 0.033048 27422 train 0.033640 27423 train 0.037862 27424 train 0.036186 27425 val 18.6843 27425 train 0.036316 27426 train 0.038930 27427 train 0.040755 27428 train 0.037289 27429 train 0.036866 27430 train 0.037186 27431 train 0.039733 27432 train 0.037874 27433 train 0.035058 27434 train 0.039293 27435 train 0.038325 27436 train 0.039305 27437 train 0.040530 27438 train 0.032199 27439 train 0.038673 27440 train 0.038817 27441 train 0.034706 27442 train 0.032486 27443 train 0.031090 27444 train 0.036102 27445 train 0.041940 27446 train 0.043778 27447 train 0.035803 27448 train 0.040411 27449 train 0.041528 27450 val 18.6152 27450 train 0.042875 27451 train 0.039491 27452 train 0.036657 27453 train 0.035895 27454 train 0.040909 27455 train 0.042203 27456 train 0.036851 27457 train 0.031896 27458 train 0.035952 27459 train 0.034820 27460 train 0.034906 27461 train 0.036222 27462 train 0.037286 27463 train 0.034340 27464 train 0.032759 27465 train 0.039651 27466 train 0.036277 27467 train 0.038457 27468 train 0.037316 27469 train 0.035959 27470 train 0.036685 27471 train 0.041109 27472 train 0.040716 27473 train 0.041094 27474 train 0.035593 27475 val 18.7277 27475 train 0.040039 27476 train 0.038506 27477 train 0.036933 27478 train 0.031864 27479 train 0.032119 27480 train 0.038151 27481 train 0.032970 27482 train 0.037654 27483 train 0.033595 27484 train 0.036147 27485 train 0.037406 27486 train 0.035636 27487 train 0.038645 27488 train 0.034877 27489 train 0.037853 27490 train 0.037613 27491 train 0.041188 27492 train 0.037737 27493 train 0.035498 27494 train 0.034218 27495 train 0.038978 27496 train 0.036530 27497 train 0.037888 27498 train 0.040209 27499 train 0.033255 27500 val 18.7753 27500 train 0.034157 27501 train 0.040048 27502 train 0.034429 27503 train 0.039949 27504 train 0.035528 27505 train 0.032773 27506 train 0.036132 27507 train 0.039580 27508 train 0.040500 27509 train 0.038192 27510 train 0.039919 27511 train 0.039823 27512 train 0.041892 27513 train 0.042923 27514 train 0.031991 27515 train 0.034225 27516 train 0.047658 27517 train 0.037168 27518 train 0.049123 27519 train 0.033710 27520 train 0.036194 27521 train 0.034602 27522 train 0.034348 27523 train 0.037412 27524 train 0.034180 27525 val 18.6900 27525 train 0.036925 27526 train 0.036598 27527 train 0.036432 27528 train 0.037545 27529 train 0.036007 27530 train 0.036044 27531 train 0.040169 27532 train 0.037683 27533 train 0.039275 27534 train 0.039734 27535 train 0.034620 27536 train 0.037116 27537 train 0.040070 27538 train 0.041003 27539 train 0.039441 27540 train 0.035281 27541 train 0.032483 27542 train 0.038048 27543 train 0.037772 27544 train 0.035046 27545 train 0.031887 27546 train 0.033942 27547 train 0.038545 27548 train 0.040196 27549 train 0.039655 27550 val 18.6684 27550 train 0.034577 27551 train 0.036041 27552 train 0.045207 27553 train 0.034554 27554 train 0.043315 27555 train 0.035754 27556 train 0.039655 27557 train 0.038788 27558 train 0.040185 27559 train 0.036054 27560 train 0.034893 27561 train 0.038249 27562 train 0.031592 27563 train 0.035337 27564 train 0.036584 27565 train 0.038773 27566 train 0.035610 27567 train 0.034876 27568 train 0.037846 27569 train 0.036292 27570 train 0.036039 27571 train 0.037368 27572 train 0.037763 27573 train 0.035793 27574 train 0.041670 27575 val 18.6688 27575 train 0.036701 27576 train 0.036118 27577 train 0.036483 27578 train 0.039816 27579 train 0.043593 27580 train 0.038329 27581 train 0.033078 27582 train 0.034818 27583 train 0.036441 27584 train 0.034869 27585 train 0.036964 27586 train 0.037668 27587 train 0.038082 27588 train 0.035184 27589 train 0.030081 27590 train 0.039825 27591 train 0.039602 27592 train 0.037230 27593 train 0.037022 27594 train 0.043229 27595 train 0.036755 27596 train 0.036684 27597 train 0.036078 27598 train 0.033534 27599 train 0.037411 27600 val 18.8100 27600 train 0.043307 27601 train 0.038201 27602 train 0.038970 27603 train 0.033092 27604 train 0.034920 27605 train 0.035527 27606 train 0.031946 27607 train 0.037910 27608 train 0.036410 27609 train 0.040192 27610 train 0.038842 27611 train 0.040850 27612 train 0.037101 27613 train 0.034487 27614 train 0.041754 27615 train 0.040200 27616 train 0.035094 27617 train 0.039144 27618 train 0.036542 27619 train 0.038296 27620 train 0.036215 27621 train 0.040812 27622 train 0.036985 27623 train 0.038333 27624 train 0.036763 27625 val 18.7148 27625 train 0.032826 27626 train 0.035470 27627 train 0.033905 27628 train 0.035119 27629 train 0.033266 27630 train 0.035941 27631 train 0.040798 27632 train 0.035457 27633 train 0.039787 27634 train 0.036263 27635 train 0.037996 27636 train 0.038941 27637 train 0.035277 27638 train 0.039044 27639 train 0.031556 27640 train 0.037250 27641 train 0.033969 27642 train 0.034707 27643 train 0.034326 27644 train 0.039110 27645 train 0.040215 27646 train 0.033119 27647 train 0.032729 27648 train 0.032605 27649 train 0.035411 27650 val 18.7344 27650 train 0.039684 27651 train 0.032719 27652 train 0.035342 27653 train 0.039352 27654 train 0.038252 27655 train 0.039700 27656 train 0.034313 27657 train 0.040117 27658 train 0.036329 27659 train 0.035909 27660 train 0.037449 27661 train 0.037518 27662 train 0.032685 27663 train 0.035205 27664 train 0.035353 27665 train 0.034146 27666 train 0.037312 27667 train 0.055387 27668 train 0.035496 27669 train 0.034863 27670 train 0.036379 27671 train 0.034229 27672 train 0.036978 27673 train 0.037611 27674 train 0.035230 27675 val 18.7955 27675 train 0.033250 27676 train 0.032165 27677 train 0.032404 27678 train 0.039337 27679 train 0.037226 27680 train 0.037489 27681 train 0.039255 27682 train 0.033545 27683 train 0.032699 27684 train 0.036402 27685 train 0.038601 27686 train 0.038652 27687 train 0.034347 27688 train 0.034761 27689 train 0.035075 27690 train 0.032571 27691 train 0.037342 27692 train 0.033034 27693 train 0.041317 27694 train 0.034438 27695 train 0.038391 27696 train 0.037870 27697 train 0.037778 27698 train 0.035884 27699 train 0.036429 27700 val 18.6610 27700 train 0.035474 27701 train 0.040141 27702 train 0.040204 27703 train 0.041467 27704 train 0.037004 27705 train 0.032644 27706 train 0.037865 27707 train 0.037737 27708 train 0.036832 27709 train 0.034868 27710 train 0.037638 27711 train 0.033716 27712 train 0.036300 27713 train 0.036750 27714 train 0.034018 27715 train 0.034655 27716 train 0.042340 27717 train 0.042109 27718 train 0.038367 27719 train 0.032337 27720 train 0.038047 27721 train 0.038456 27722 train 0.037579 27723 train 0.031381 27724 train 0.037185 27725 val 18.7827 27725 train 0.034682 27726 train 0.036589 27727 train 0.038669 27728 train 0.036086 27729 train 0.037156 27730 train 0.036615 27731 train 0.037243 27732 train 0.038126 27733 train 0.037331 27734 train 0.038313 27735 train 0.036428 27736 train 0.040239 27737 train 0.035335 27738 train 0.043381 27739 train 0.040497 27740 train 0.035434 27741 train 0.031661 27742 train 0.037261 27743 train 0.036816 27744 train 0.037177 27745 train 0.035549 27746 train 0.033375 27747 train 0.032421 27748 train 0.039040 27749 train 0.038375 27750 val 18.8555 27750 train 0.033438 27751 train 0.036921 27752 train 0.036028 27753 train 0.036475 27754 train 0.035217 27755 train 0.032135 27756 train 0.039354 27757 train 0.036552 27758 train 0.036421 27759 train 0.037263 27760 train 0.035825 27761 train 0.038888 27762 train 0.036487 27763 train 0.037667 27764 train 0.038481 27765 train 0.037240 27766 train 0.038659 27767 train 0.036483 27768 train 0.032946 27769 train 0.037249 27770 train 0.038229 27771 train 0.036434 27772 train 0.036939 27773 train 0.033684 27774 train 0.035217 27775 val 18.7626 27775 train 0.035884 27776 train 0.038842 27777 train 0.036126 27778 train 0.040662 27779 train 0.039204 27780 train 0.035134 27781 train 0.043948 27782 train 0.031713 27783 train 0.036839 27784 train 0.041274 27785 train 0.035981 27786 train 0.035983 27787 train 0.030673 27788 train 0.034590 27789 train 0.035070 27790 train 0.037999 27791 train 0.033799 27792 train 0.033791 27793 train 0.038780 27794 train 0.036561 27795 train 0.037201 27796 train 0.037896 27797 train 0.050079 27798 train 0.038039 27799 train 0.033823 27800 val 18.7356 27800 train 0.037464 27801 train 0.034643 27802 train 0.037220 27803 train 0.033832 27804 train 0.035351 27805 train 0.038909 27806 train 0.036981 27807 train 0.038881 27808 train 0.034693 27809 train 0.034257 27810 train 0.035408 27811 train 0.033929 27812 train 0.036864 27813 train 0.035985 27814 train 0.040132 27815 train 0.041578 27816 train 0.038408 27817 train 0.043180 27818 train 0.038757 27819 train 0.036978 27820 train 0.040232 27821 train 0.038843 27822 train 0.034119 27823 train 0.036453 27824 train 0.034665 27825 val 18.8365 27825 train 0.037656 27826 train 0.036666 27827 train 0.035684 27828 train 0.037461 27829 train 0.036760 27830 train 0.032398 27831 train 0.034073 27832 train 0.037334 27833 train 0.034622 27834 train 0.034461 27835 train 0.037451 27836 train 0.036663 27837 train 0.036280 27838 train 0.039575 27839 train 0.033101 27840 train 0.031800 27841 train 0.038221 27842 train 0.036605 27843 train 0.036403 27844 train 0.035606 27845 train 0.039288 27846 train 0.038875 27847 train 0.037071 27848 train 0.034858 27849 train 0.038239 27850 val 18.7697 27850 train 0.035999 27851 train 0.039376 27852 train 0.036475 27853 train 0.036847 27854 train 0.039219 27855 train 0.036625 27856 train 0.039772 27857 train 0.037392 27858 train 0.036115 27859 train 0.034264 27860 train 0.033801 27861 train 0.039393 27862 train 0.034719 27863 train 0.037411 27864 train 0.035364 27865 train 0.037843 27866 train 0.034004 27867 train 0.036929 27868 train 0.037048 27869 train 0.035240 27870 train 0.036908 27871 train 0.033544 27872 train 0.031367 27873 train 0.033549 27874 train 0.035699 27875 val 18.7451 27875 train 0.034922 27876 train 0.033561 27877 train 0.037689 27878 train 0.034085 27879 train 0.039886 27880 train 0.034370 27881 train 0.034201 27882 train 0.036034 27883 train 0.031959 27884 train 0.038227 27885 train 0.037802 27886 train 0.036338 27887 train 0.032510 27888 train 0.036499 27889 train 0.038090 27890 train 0.039677 27891 train 0.034694 27892 train 0.032749 27893 train 0.032883 27894 train 0.037897 27895 train 0.038212 27896 train 0.037691 27897 train 0.035693 27898 train 0.035468 27899 train 0.047288 27900 val 18.7453 27900 train 0.038174 27901 train 0.037882 27902 train 0.034889 27903 train 0.043759 27904 train 0.037693 27905 train 0.038160 27906 train 0.041641 27907 train 0.035766 27908 train 0.032099 27909 train 0.036268 27910 train 0.037859 27911 train 0.033317 27912 train 0.031701 27913 train 0.037205 27914 train 0.034227 27915 train 0.037297 27916 train 0.035249 27917 train 0.036295 27918 train 0.036879 27919 train 0.039536 27920 train 0.035271 27921 train 0.039664 27922 train 0.034711 27923 train 0.032008 27924 train 0.038135 27925 val 18.7205 27925 train 0.038249 27926 train 0.040610 27927 train 0.034724 27928 train 0.030280 27929 train 0.038069 27930 train 0.038325 27931 train 0.035490 27932 train 0.035205 27933 train 0.037684 27934 train 0.039696 27935 train 0.052461 27936 train 0.038102 27937 train 0.038704 27938 train 0.037526 27939 train 0.057990 27940 train 0.034714 27941 train 0.036742 27942 train 0.042395 27943 train 0.035036 27944 train 0.037628 27945 train 0.038879 27946 train 0.042172 27947 train 0.035848 27948 train 0.029615 27949 train 0.036455 27950 val 18.7874 27950 train 0.036394 27951 train 0.034854 27952 train 0.034096 27953 train 0.039036 27954 train 0.037439 27955 train 0.036065 27956 train 0.035905 27957 train 0.037719 27958 train 0.033227 27959 train 0.034225 27960 train 0.036306 27961 train 0.039867 27962 train 0.035683 27963 train 0.034096 27964 train 0.036730 27965 train 0.036810 27966 train 0.039438 27967 train 0.039414 27968 train 0.037794 27969 train 0.037329 27970 train 0.037237 27971 train 0.035114 27972 train 0.035558 27973 train 0.034547 27974 train 0.034242 27975 val 18.9557 27975 train 0.043271 27976 train 0.034157 27977 train 0.036632 27978 train 0.038992 27979 train 0.034552 27980 train 0.037127 27981 train 0.042256 27982 train 0.041388 27983 train 0.035064 27984 train 0.034914 27985 train 0.040899 27986 train 0.037006 27987 train 0.039229 27988 train 0.032827 27989 train 0.036786 27990 train 0.040912 27991 train 0.039002 27992 train 0.036061 27993 train 0.039057 27994 train 0.031441 27995 train 0.034463 27996 train 0.035538 27997 train 0.036839 27998 train 0.035515 27999 train 0.040714 28000 val 18.7894 28000 train 0.036067 28001 train 0.034642 28002 train 0.039039 28003 train 0.037362 28004 train 0.041170 28005 train 0.036636 28006 train 0.040817 28007 train 0.030311 28008 train 0.031956 28009 train 0.039471 28010 train 0.039523 28011 train 0.040175 28012 train 0.034869 28013 train 0.032968 28014 train 0.034532 28015 train 0.036221 28016 train 0.035050 28017 train 0.040582 28018 train 0.038571 28019 train 0.039054 28020 train 0.036888 28021 train 0.038814 28022 train 0.035761 28023 train 0.041399 28024 train 0.037608 28025 val 18.7158 28025 train 0.035905 28026 train 0.039448 28027 train 0.037141 28028 train 0.036539 28029 train 0.036140 28030 train 0.033834 28031 train 0.036796 28032 train 0.032215 28033 train 0.032215 28034 train 0.031816 28035 train 0.035954 28036 train 0.035678 28037 train 0.036752 28038 train 0.037921 28039 train 0.041036 28040 train 0.041918 28041 train 0.034898 28042 train 0.038097 28043 train 0.036037 28044 train 0.032842 28045 train 0.039444 28046 train 0.032704 28047 train 0.036681 28048 train 0.036555 28049 train 0.034557 28050 val 18.8395 28050 train 0.034161 28051 train 0.034247 28052 train 0.036085 28053 train 0.037137 28054 train 0.032985 28055 train 0.032681 28056 train 0.042290 28057 train 0.036215 28058 train 0.037948 28059 train 0.032661 28060 train 0.037416 28061 train 0.037403 28062 train 0.042561 28063 train 0.037395 28064 train 0.034468 28065 train 0.034676 28066 train 0.034837 28067 train 0.035469 28068 train 0.033263 28069 train 0.035690 28070 train 0.032598 28071 train 0.037888 28072 train 0.039184 28073 train 0.035455 28074 train 0.032581 28075 val 18.7379 28075 train 0.035878 28076 train 0.034449 28077 train 0.038980 28078 train 0.034607 28079 train 0.038934 28080 train 0.037312 28081 train 0.038202 28082 train 0.036640 28083 train 0.037512 28084 train 0.038092 28085 train 0.037748 28086 train 0.038402 28087 train 0.037178 28088 train 0.036624 28089 train 0.036941 28090 train 0.030259 28091 train 0.034572 28092 train 0.040181 28093 train 0.034488 28094 train 0.036693 28095 train 0.038415 28096 train 0.042887 28097 train 0.036999 28098 train 0.034985 28099 train 0.039272 28100 val 18.8716 28100 train 0.036541 28101 train 0.039265 28102 train 0.037994 28103 train 0.037601 28104 train 0.040632 28105 train 0.037936 28106 train 0.035403 28107 train 0.040166 28108 train 0.044800 28109 train 0.034069 28110 train 0.033955 28111 train 0.035266 28112 train 0.043128 28113 train 0.041664 28114 train 0.036166 28115 train 0.040806 28116 train 0.039462 28117 train 0.036097 28118 train 0.039726 28119 train 0.039901 28120 train 0.041438 28121 train 0.042659 28122 train 0.044399 28123 train 0.040281 28124 train 0.038511 28125 val 18.7665 28125 train 0.044247 28126 train 0.036179 28127 train 0.038553 28128 train 0.039890 28129 train 0.039061 28130 train 0.033025 28131 train 0.043665 28132 train 0.040550 28133 train 0.042405 28134 train 0.038261 28135 train 0.033943 28136 train 0.048853 28137 train 0.035592 28138 train 0.036606 28139 train 0.035742 28140 train 0.040898 28141 train 0.035796 28142 train 0.036757 28143 train 0.040706 28144 train 0.040380 28145 train 0.036329 28146 train 0.036407 28147 train 0.034659 28148 train 0.095510 28149 train 0.066102 28150 val 18.7971 28150 train 0.038148 28151 train 0.036783 28152 train 0.038827 28153 train 0.036869 28154 train 0.040505 28155 train 0.036051 28156 train 0.036716 28157 train 0.039283 28158 train 0.037738 28159 train 0.036021 28160 train 0.041044 28161 train 0.040634 28162 train 0.034541 28163 train 0.036474 28164 train 0.037093 28165 train 0.038904 28166 train 0.035244 28167 train 0.041865 28168 train 0.040968 28169 train 0.038896 28170 train 0.034340 28171 train 0.037979 28172 train 0.038881 28173 train 0.034914 28174 train 0.034817 28175 val 18.8522 28175 train 0.035324 28176 train 0.036754 28177 train 0.034735 28178 train 0.033441 28179 train 0.038360 28180 train 0.038658 28181 train 0.035062 28182 train 0.035991 28183 train 0.038460 28184 train 0.043123 28185 train 0.048302 28186 train 0.035468 28187 train 0.039855 28188 train 0.036991 28189 train 0.036708 28190 train 0.036418 28191 train 0.032572 28192 train 0.037481 28193 train 0.031476 28194 train 0.033929 28195 train 0.035142 28196 train 0.031242 28197 train 0.030379 28198 train 0.037904 28199 train 0.035600 28200 val 18.7420 28200 train 0.036937 28201 train 0.034272 28202 train 0.038353 28203 train 0.031900 28204 train 0.037239 28205 train 0.037262 28206 train 0.041919 28207 train 0.034402 28208 train 0.037038 28209 train 0.034441 28210 train 0.031219 28211 train 0.032480 28212 train 0.034499 28213 train 0.035998 28214 train 0.034560 28215 train 0.034364 28216 train 0.033713 28217 train 0.033706 28218 train 0.036332 28219 train 0.036757 28220 train 0.044877 28221 train 0.053130 28222 train 0.033482 28223 train 0.034045 28224 train 0.037373 28225 val 18.6722 28225 train 0.034918 28226 train 0.034196 28227 train 0.034166 28228 train 0.035989 28229 train 0.035371 28230 train 0.034905 28231 train 0.036143 28232 train 0.032452 28233 train 0.035290 28234 train 0.030446 28235 train 0.032324 28236 train 0.040260 28237 train 0.031994 28238 train 0.033504 28239 train 0.035501 28240 train 0.037571 28241 train 0.035504 28242 train 0.040873 28243 train 0.037113 28244 train 0.042147 28245 train 0.034161 28246 train 0.034555 28247 train 0.038267 28248 train 0.039061 28249 train 0.043589 28250 val 18.7362 28250 train 0.037179 28251 train 0.038454 28252 train 0.032966 28253 train 0.035406 28254 train 0.035050 28255 train 0.035034 28256 train 0.035129 28257 train 0.041884 28258 train 0.036634 28259 train 0.037526 28260 train 0.037427 28261 train 0.037447 28262 train 0.034655 28263 train 0.035343 28264 train 0.038493 28265 train 0.033750 28266 train 0.036547 28267 train 0.033884 28268 train 0.036607 28269 train 0.035160 28270 train 0.033730 28271 train 0.032142 28272 train 0.038216 28273 train 0.038344 28274 train 0.035349 28275 val 18.7932 28275 train 0.037739 28276 train 0.034974 28277 train 0.035973 28278 train 0.038228 28279 train 0.035725 28280 train 0.035797 28281 train 0.037943 28282 train 0.039521 28283 train 0.040083 28284 train 0.037390 28285 train 0.042296 28286 train 0.042006 28287 train 0.035148 28288 train 0.037523 28289 train 0.039683 28290 train 0.038314 28291 train 0.034404 28292 train 0.045964 28293 train 0.042494 28294 train 0.035852 28295 train 0.037176 28296 train 0.034125 28297 train 0.037100 28298 train 0.037943 28299 train 0.033380 28300 val 18.7603 28300 train 0.039116 28301 train 0.036801 28302 train 0.036171 28303 train 0.036947 28304 train 0.037094 28305 train 0.041128 28306 train 0.034790 28307 train 0.036110 28308 train 0.040975 28309 train 0.037101 28310 train 0.036751 28311 train 0.034861 28312 train 0.035766 28313 train 0.037653 28314 train 0.033960 28315 train 0.032248 28316 train 0.035828 28317 train 0.036340 28318 train 0.035358 28319 train 0.033529 28320 train 0.035485 28321 train 0.037135 28322 train 0.040567 28323 train 0.035823 28324 train 0.036790 28325 val 18.7685 28325 train 0.043976 28326 train 0.037801 28327 train 0.035912 28328 train 0.040063 28329 train 0.034632 28330 train 0.040383 28331 train 0.035672 28332 train 0.033251 28333 train 0.035817 28334 train 0.033336 28335 train 0.028868 28336 train 0.033923 28337 train 0.036243 28338 train 0.035035 28339 train 0.037088 28340 train 0.036597 28341 train 0.040194 28342 train 0.037114 28343 train 0.034558 28344 train 0.037423 28345 train 0.033948 28346 train 0.035532 28347 train 0.036601 28348 train 0.034865 28349 train 0.038971 28350 val 18.7384 28350 train 0.034895 28351 train 0.035900 28352 train 0.033496 28353 train 0.035930 28354 train 0.036386 28355 train 0.030414 28356 train 0.034240 28357 train 0.033496 28358 train 0.037342 28359 train 0.034355 28360 train 0.031409 28361 train 0.034764 28362 train 0.038361 28363 train 0.036083 28364 train 0.039492 28365 train 0.037551 28366 train 0.032366 28367 train 0.036210 28368 train 0.036393 28369 train 0.035776 28370 train 0.037581 28371 train 0.032654 28372 train 0.040222 28373 train 0.030548 28374 train 0.032433 28375 val 18.7229 28375 train 0.038781 28376 train 0.035675 28377 train 0.040480 28378 train 0.035480 28379 train 0.037132 28380 train 0.039780 28381 train 0.037338 28382 train 0.036451 28383 train 0.035711 28384 train 0.035201 28385 train 0.038479 28386 train 0.034831 28387 train 0.035881 28388 train 0.038994 28389 train 0.043701 28390 train 0.037295 28391 train 0.034469 28392 train 0.035745 28393 train 0.037544 28394 train 0.037010 28395 train 0.031360 28396 train 0.030052 28397 train 0.034577 28398 train 0.036887 28399 train 0.033923 28400 val 18.7878 28400 train 0.034684 28401 train 0.034812 28402 train 0.034451 28403 train 0.036213 28404 train 0.041202 28405 train 0.034176 28406 train 0.039959 28407 train 0.033947 28408 train 0.038557 28409 train 0.033929 28410 train 0.032037 28411 train 0.032979 28412 train 0.034439 28413 train 0.035587 28414 train 0.036643 28415 train 0.035648 28416 train 0.033394 28417 train 0.034403 28418 train 0.036328 28419 train 0.035603 28420 train 0.036454 28421 train 0.036490 28422 train 0.037146 28423 train 0.037346 28424 train 0.040472 28425 val 18.7659 28425 train 0.061221 28426 train 0.036228 28427 train 0.036809 28428 train 0.040362 28429 train 0.033967 28430 train 0.035656 28431 train 0.035891 28432 train 0.032857 28433 train 0.033741 28434 train 0.033406 28435 train 0.033588 28436 train 0.036676 28437 train 0.034393 28438 train 0.034624 28439 train 0.032727 28440 train 0.038367 28441 train 0.034372 28442 train 0.037360 28443 train 0.035890 28444 train 0.040620 28445 train 0.033946 28446 train 0.036198 28447 train 0.036244 28448 train 0.038729 28449 train 0.039270 28450 val 18.6444 28450 train 0.036753 28451 train 0.037910 28452 train 0.037037 28453 train 0.037530 28454 train 0.036265 28455 train 0.033312 28456 train 0.034135 28457 train 0.034637 28458 train 0.034637 28459 train 0.033485 28460 train 0.037290 28461 train 0.039804 28462 train 0.036849 28463 train 0.035652 28464 train 0.040465 28465 train 0.035299 28466 train 0.039235 28467 train 0.039003 28468 train 0.044460 28469 train 0.037660 28470 train 0.034095 28471 train 0.033556 28472 train 0.035780 28473 train 0.032928 28474 train 0.040045 28475 val 18.8401 28475 train 0.036081 28476 train 0.046913 28477 train 0.034240 28478 train 0.036216 28479 train 0.035034 28480 train 0.035101 28481 train 0.038457 28482 train 0.036067 28483 train 0.035229 28484 train 0.036136 28485 train 0.040102 28486 train 0.036407 28487 train 0.040768 28488 train 0.040893 28489 train 0.039104 28490 train 0.035540 28491 train 0.036007 28492 train 0.035460 28493 train 0.033123 28494 train 0.034785 28495 train 0.037540 28496 train 0.035720 28497 train 0.036482 28498 train 0.033025 28499 train 0.032984 28500 val 18.8720 28500 train 0.034786 28501 train 0.038426 28502 train 0.034330 28503 train 0.036642 28504 train 0.043410 28505 train 0.037385 28506 train 0.036209 28507 train 0.035471 28508 train 0.035598 28509 train 0.032498 28510 train 0.040026 28511 train 0.033783 28512 train 0.063397 28513 train 0.036171 28514 train 0.036652 28515 train 0.038393 28516 train 0.035774 28517 train 0.037013 28518 train 0.031606 28519 train 0.033892 28520 train 0.034897 28521 train 0.032579 28522 train 0.034108 28523 train 0.040761 28524 train 0.039555 28525 val 18.7785 28525 train 0.035534 28526 train 0.035042 28527 train 0.037440 28528 train 0.033333 28529 train 0.036515 28530 train 0.033778 28531 train 0.043778 28532 train 0.031509 28533 train 0.034205 28534 train 0.038406 28535 train 0.034287 28536 train 0.035489 28537 train 0.037804 28538 train 0.031697 28539 train 0.034880 28540 train 0.032940 28541 train 0.039839 28542 train 0.033471 28543 train 0.033498 28544 train 0.035093 28545 train 0.031864 28546 train 0.038254 28547 train 0.034126 28548 train 0.041933 28549 train 0.040654 28550 val 18.7570 28550 train 0.036990 28551 train 0.037685 28552 train 0.033328 28553 train 0.039257 28554 train 0.033532 28555 train 0.035423 28556 train 0.031684 28557 train 0.036678 28558 train 0.032970 28559 train 0.036298 28560 train 0.052033 28561 train 0.029251 28562 train 0.036223 28563 train 0.032812 28564 train 0.034746 28565 train 0.038148 28566 train 0.035233 28567 train 0.035515 28568 train 0.031342 28569 train 0.035158 28570 train 0.036916 28571 train 0.040404 28572 train 0.034998 28573 train 0.038012 28574 train 0.033735 28575 val 18.8031 28575 train 0.034634 28576 train 0.033527 28577 train 0.039977 28578 train 0.034427 28579 train 0.033778 28580 train 0.031839 28581 train 0.030877 28582 train 0.034248 28583 train 0.033135 28584 train 0.034692 28585 train 0.035171 28586 train 0.033440 28587 train 0.036002 28588 train 0.033781 28589 train 0.038069 28590 train 0.036727 28591 train 0.036289 28592 train 0.036128 28593 train 0.035108 28594 train 0.037503 28595 train 0.038221 28596 train 0.035633 28597 train 0.035995 28598 train 0.035426 28599 train 0.034944 28600 val 18.7326 28600 train 0.034529 28601 train 0.033083 28602 train 0.033110 28603 train 0.031190 28604 train 0.032138 28605 train 0.035994 28606 train 0.040260 28607 train 0.035613 28608 train 0.032789 28609 train 0.034234 28610 train 0.033944 28611 train 0.034192 28612 train 0.033511 28613 train 0.044234 28614 train 0.030901 28615 train 0.036337 28616 train 0.035227 28617 train 0.040287 28618 train 0.035157 28619 train 0.033266 28620 train 0.033272 28621 train 0.037460 28622 train 0.033863 28623 train 0.032035 28624 train 0.035024 28625 val 18.8325 28625 train 0.033574 28626 train 0.033858 28627 train 0.037183 28628 train 0.038770 28629 train 0.039333 28630 train 0.038793 28631 train 0.034419 28632 train 0.037658 28633 train 0.036195 28634 train 0.039659 28635 train 0.040717 28636 train 0.033543 28637 train 0.036868 28638 train 0.034439 28639 train 0.032431 28640 train 0.037002 28641 train 0.030603 28642 train 0.037416 28643 train 0.037968 28644 train 0.033508 28645 train 0.035385 28646 train 0.036778 28647 train 0.033742 28648 train 0.037616 28649 train 0.035868 28650 val 18.7578 28650 train 0.039643 28651 train 0.034818 28652 train 0.033642 28653 train 0.040909 28654 train 0.034876 28655 train 0.037373 28656 train 0.036507 28657 train 0.034261 28658 train 0.037962 28659 train 0.033382 28660 train 0.037997 28661 train 0.029838 28662 train 0.040131 28663 train 0.036711 28664 train 0.035171 28665 train 0.036238 28666 train 0.037261 28667 train 0.034374 28668 train 0.036333 28669 train 0.039939 28670 train 0.046152 28671 train 0.043180 28672 train 0.033097 28673 train 0.033054 28674 train 0.038072 28675 val 18.6857 28675 train 0.035115 28676 train 0.034019 28677 train 0.033199 28678 train 0.037148 28679 train 0.038271 28680 train 0.034905 28681 train 0.035990 28682 train 0.033767 28683 train 0.034154 28684 train 0.035372 28685 train 0.035666 28686 train 0.036415 28687 train 0.032370 28688 train 0.032074 28689 train 0.038146 28690 train 0.037470 28691 train 0.035031 28692 train 0.036825 28693 train 0.035471 28694 train 0.033821 28695 train 0.034839 28696 train 0.036949 28697 train 0.034538 28698 train 0.035503 28699 train 0.036440 28700 val 18.8079 28700 train 0.031117 28701 train 0.032702 28702 train 0.037409 28703 train 0.032763 28704 train 0.033292 28705 train 0.038174 28706 train 0.037439 28707 train 0.044093 28708 train 0.036163 28709 train 0.036244 28710 train 0.038332 28711 train 0.035757 28712 train 0.039259 28713 train 0.039734 28714 train 0.032671 28715 train 0.034777 28716 train 0.037335 28717 train 0.040854 28718 train 0.035634 28719 train 0.036825 28720 train 0.035707 28721 train 0.039127 28722 train 0.037217 28723 train 0.033082 28724 train 0.035456 28725 val 18.9311 28725 train 0.032493 28726 train 0.039722 28727 train 0.035777 28728 train 0.038913 28729 train 0.035790 28730 train 0.037202 28731 train 0.034911 28732 train 0.033966 28733 train 0.036490 28734 train 0.033911 28735 train 0.036183 28736 train 0.035009 28737 train 0.031380 28738 train 0.038838 28739 train 0.033446 28740 train 0.033944 28741 train 0.036916 28742 train 0.034028 28743 train 0.037176 28744 train 0.035349 28745 train 0.029139 28746 train 0.031684 28747 train 0.035129 28748 train 0.034949 28749 train 0.038280 28750 val 18.7098 28750 train 0.037522 28751 train 0.040384 28752 train 0.035253 28753 train 0.038396 28754 train 0.035567 28755 train 0.034245 28756 train 0.038377 28757 train 0.033481 28758 train 0.034143 28759 train 0.030581 28760 train 0.033174 28761 train 0.032687 28762 train 0.039705 28763 train 0.032748 28764 train 0.037223 28765 train 0.031738 28766 train 0.033373 28767 train 0.034182 28768 train 0.038320 28769 train 0.040498 28770 train 0.037931 28771 train 0.043156 28772 train 0.036621 28773 train 0.030856 28774 train 0.047216 28775 val 18.7554 28775 train 0.034440 28776 train 0.032401 28777 train 0.039347 28778 train 0.043822 28779 train 0.040525 28780 train 0.035179 28781 train 0.033290 28782 train 0.034509 28783 train 0.033895 28784 train 0.032911 28785 train 0.035750 28786 train 0.029648 28787 train 0.030894 28788 train 0.033414 28789 train 0.034538 28790 train 0.035573 28791 train 0.038309 28792 train 0.037931 28793 train 0.037767 28794 train 0.034853 28795 train 0.036284 28796 train 0.035147 28797 train 0.031893 28798 train 0.040357 28799 train 0.036983 28800 val 18.7739 28800 train 0.035191 28801 train 0.036035 28802 train 0.040504 28803 train 0.037429 28804 train 0.035363 28805 train 0.034036 28806 train 0.036882 28807 train 0.045769 28808 train 0.035705 28809 train 0.033603 28810 train 0.042792 28811 train 0.035987 28812 train 0.038619 28813 train 0.040254 28814 train 0.048506 28815 train 0.039186 28816 train 0.039278 28817 train 0.037136 28818 train 0.038616 28819 train 0.034985 28820 train 0.039169 28821 train 0.033731 28822 train 0.035889 28823 train 0.031876 28824 train 0.031485 28825 val 18.8326 28825 train 0.033082 28826 train 0.035563 28827 train 0.032855 28828 train 0.035517 28829 train 0.033482 28830 train 0.038667 28831 train 0.038043 28832 train 0.038550 28833 train 0.030307 28834 train 0.037858 28835 train 0.039015 28836 train 0.033145 28837 train 0.039852 28838 train 0.036952 28839 train 0.036189 28840 train 0.038490 28841 train 0.035590 28842 train 0.039107 28843 train 0.038572 28844 train 0.032477 28845 train 0.033584 28846 train 0.035844 28847 train 0.033303 28848 train 0.035835 28849 train 0.036365 28850 val 18.7363 28850 train 0.036462 28851 train 0.037719 28852 train 0.038230 28853 train 0.036627 28854 train 0.039564 28855 train 0.036968 28856 train 0.040309 28857 train 0.032695 28858 train 0.033985 28859 train 0.035138 28860 train 0.032651 28861 train 0.032296 28862 train 0.037003 28863 train 0.034582 28864 train 0.029312 28865 train 0.030992 28866 train 0.035277 28867 train 0.035612 28868 train 0.035020 28869 train 0.033490 28870 train 0.038041 28871 train 0.039072 28872 train 0.033374 28873 train 0.035522 28874 train 0.037634 28875 val 18.7643 28875 train 0.046074 28876 train 0.034009 28877 train 0.032146 28878 train 0.041262 28879 train 0.033141 28880 train 0.034492 28881 train 0.041328 28882 train 0.035874 28883 train 0.038142 28884 train 0.035468 28885 train 0.035425 28886 train 0.034179 28887 train 0.033812 28888 train 0.033800 28889 train 0.034582 28890 train 0.033920 28891 train 0.031948 28892 train 0.039609 28893 train 0.034659 28894 train 0.038847 28895 train 0.032955 28896 train 0.033988 28897 train 0.036409 28898 train 0.035405 28899 train 0.033606 28900 val 18.8009 28900 train 0.034351 28901 train 0.036517 28902 train 0.036006 28903 train 0.030875 28904 train 0.032134 28905 train 0.035940 28906 train 0.035036 28907 train 0.033489 28908 train 0.033695 28909 train 0.037277 28910 train 0.036635 28911 train 0.032632 28912 train 0.036618 28913 train 0.038503 28914 train 0.032903 28915 train 0.033947 28916 train 0.036437 28917 train 0.045472 28918 train 0.034614 28919 train 0.036131 28920 train 0.034483 28921 train 0.035502 28922 train 0.041860 28923 train 0.035291 28924 train 0.037112 28925 val 18.8437 28925 train 0.035643 28926 train 0.034636 28927 train 0.036683 28928 train 0.034475 28929 train 0.031364 28930 train 0.035366 28931 train 0.038914 28932 train 0.039383 28933 train 0.037239 28934 train 0.036866 28935 train 0.036505 28936 train 0.043398 28937 train 0.034736 28938 train 0.035561 28939 train 0.037607 28940 train 0.036993 28941 train 0.034948 28942 train 0.040183 28943 train 0.036373 28944 train 0.035413 28945 train 0.034853 28946 train 0.037958 28947 train 0.035918 28948 train 0.036239 28949 train 0.034035 28950 val 18.8267 28950 train 0.037922 28951 train 0.038353 28952 train 0.037329 28953 train 0.043190 28954 train 0.037555 28955 train 0.042285 28956 train 0.037659 28957 train 0.033987 28958 train 0.034981 28959 train 0.036034 28960 train 0.046082 28961 train 0.043943 28962 train 0.033430 28963 train 0.038165 28964 train 0.037372 28965 train 0.035074 28966 train 0.034591 28967 train 0.044573 28968 train 0.035273 28969 train 0.036739 28970 train 0.034312 28971 train 0.036999 28972 train 0.039448 28973 train 0.039696 28974 train 0.039751 28975 val 18.7648 28975 train 0.034357 28976 train 0.035500 28977 train 0.033584 28978 train 0.033847 28979 train 0.036201 28980 train 0.040091 28981 train 0.037632 28982 train 0.034088 28983 train 0.037743 28984 train 0.041209 28985 train 0.034484 28986 train 0.035244 28987 train 0.034379 28988 train 0.033349 28989 train 0.036227 28990 train 0.034475 28991 train 0.041368 28992 train 0.039290 28993 train 0.037590 28994 train 0.039118 28995 train 0.034682 28996 train 0.040620 28997 train 0.037703 28998 train 0.035154 28999 train 0.042264 29000 val 18.7252 29000 train 0.039039 29001 train 0.034448 29002 train 0.033982 29003 train 0.041637 29004 train 0.035779 29005 train 0.035152 29006 train 0.034752 29007 train 0.032408 29008 train 0.033675 29009 train 0.030718 29010 train 0.035922 29011 train 0.033537 29012 train 0.037815 29013 train 0.038975 29014 train 0.033740 29015 train 0.038069 29016 train 0.035968 29017 train 0.035127 29018 train 0.035361 29019 train 0.037721 29020 train 0.072333 29021 train 0.033953 29022 train 0.036950 29023 train 0.036455 29024 train 0.037804 29025 val 18.7715 29025 train 0.038530 29026 train 0.033299 29027 train 0.035571 29028 train 0.034507 29029 train 0.033440 29030 train 0.036051 29031 train 0.035389 29032 train 0.036227 29033 train 0.033528 29034 train 0.037084 29035 train 0.035523 29036 train 0.039146 29037 train 0.035559 29038 train 0.036030 29039 train 0.038344 29040 train 0.033990 29041 train 0.034529 29042 train 0.034710 29043 train 0.034747 29044 train 0.031455 29045 train 0.034831 29046 train 0.035566 29047 train 0.031225 29048 train 0.035826 29049 train 0.034498 29050 val 18.8446 29050 train 0.030942 29051 train 0.033035 29052 train 0.033827 29053 train 0.034669 29054 train 0.034392 29055 train 0.035958 29056 train 0.044825 29057 train 0.033903 29058 train 0.037785 29059 train 0.034145 29060 train 0.033669 29061 train 0.035252 29062 train 0.034816 29063 train 0.035086 29064 train 0.028727 29065 train 0.034127 29066 train 0.033933 29067 train 0.037880 29068 train 0.037352 29069 train 0.032586 29070 train 0.036684 29071 train 0.033258 29072 train 0.037155 29073 train 0.036552 29074 train 0.033227 29075 val 18.8451 29075 train 0.036502 29076 train 0.035364 29077 train 0.031601 29078 train 0.038794 29079 train 0.032922 29080 train 0.034875 29081 train 0.035393 29082 train 0.033046 29083 train 0.038471 29084 train 0.040314 29085 train 0.036706 29086 train 0.031030 29087 train 0.037718 29088 train 0.034523 29089 train 0.032134 29090 train 0.030641 29091 train 0.033362 29092 train 0.034911 29093 train 0.037314 29094 train 0.036810 29095 train 0.036016 29096 train 0.034514 29097 train 0.035150 29098 train 0.038485 29099 train 0.033049 29100 val 18.7553 29100 train 0.034803 29101 train 0.036466 29102 train 0.031989 29103 train 0.035681 29104 train 0.033655 29105 train 0.033115 29106 train 0.036552 29107 train 0.032381 29108 train 0.034147 29109 train 0.034782 29110 train 0.033816 29111 train 0.037363 29112 train 0.032837 29113 train 0.033339 29114 train 0.034802 29115 train 0.033500 29116 train 0.031920 29117 train 0.034459 29118 train 0.038422 29119 train 0.036111 29120 train 0.040435 29121 train 0.038737 29122 train 0.034220 29123 train 0.033670 29124 train 0.031516 29125 val 18.7935 29125 train 0.032972 29126 train 0.032226 29127 train 0.037296 29128 train 0.034926 29129 train 0.033490 29130 train 0.031398 29131 train 0.034726 29132 train 0.036576 29133 train 0.034148 29134 train 0.036858 29135 train 0.033937 29136 train 0.033706 29137 train 0.035483 29138 train 0.034866 29139 train 0.037277 29140 train 0.036418 29141 train 0.037946 29142 train 0.036646 29143 train 0.036354 29144 train 0.032209 29145 train 0.035626 29146 train 0.037842 29147 train 0.033973 29148 train 0.041253 29149 train 0.035092 29150 val 18.8378 29150 train 0.034800 29151 train 0.036776 29152 train 0.033983 29153 train 0.034074 29154 train 0.036232 29155 train 0.035954 29156 train 0.037715 29157 train 0.036147 29158 train 0.035914 29159 train 0.033393 29160 train 0.032643 29161 train 0.034829 29162 train 0.040851 29163 train 0.035584 29164 train 0.032426 29165 train 0.032957 29166 train 0.032891 29167 train 0.034956 29168 train 0.037957 29169 train 0.031840 29170 train 0.035381 29171 train 0.034379 29172 train 0.030675 29173 train 0.038697 29174 train 0.032183 29175 val 18.8446 29175 train 0.032195 29176 train 0.036048 29177 train 0.036311 29178 train 0.036148 29179 train 0.034752 29180 train 0.035566 29181 train 0.035114 29182 train 0.036326 29183 train 0.034902 29184 train 0.074135 29185 train 0.037850 29186 train 0.035784 29187 train 0.032471 29188 train 0.036177 29189 train 0.035172 29190 train 0.034647 29191 train 0.033773 29192 train 0.035826 29193 train 0.039067 29194 train 0.034972 29195 train 0.036862 29196 train 0.034868 29197 train 0.035881 29198 train 0.038849 29199 train 0.035529 29200 val 18.8510 29200 train 0.034365 29201 train 0.035650 29202 train 0.031949 29203 train 0.032643 29204 train 0.034917 29205 train 0.032260 29206 train 0.033764 29207 train 0.033650 29208 train 0.032347 29209 train 0.036262 29210 train 0.032250 29211 train 0.032491 29212 train 0.031461 29213 train 0.033930 29214 train 0.030806 29215 train 0.031579 29216 train 0.037855 29217 train 0.037562 29218 train 0.038132 29219 train 0.033543 29220 train 0.042652 29221 train 0.038533 29222 train 0.036763 29223 train 0.032212 29224 train 0.036808 29225 val 18.9242 29225 train 0.033934 29226 train 0.033865 29227 train 0.031894 29228 train 0.032965 29229 train 0.038508 29230 train 0.032974 29231 train 0.037534 29232 train 0.035711 29233 train 0.029428 29234 train 0.033287 29235 train 0.033461 29236 train 0.032798 29237 train 0.033960 29238 train 0.033284 29239 train 0.033116 29240 train 0.035747 29241 train 0.035263 29242 train 0.035844 29243 train 0.033571 29244 train 0.032747 29245 train 0.035102 29246 train 0.038486 29247 train 0.036759 29248 train 0.033245 29249 train 0.034335 29250 val 18.8512 29250 train 0.035950 29251 train 0.030759 29252 train 0.034838 29253 train 0.039880 29254 train 0.032834 29255 train 0.033778 29256 train 0.049012 29257 train 0.038985 29258 train 0.034467 29259 train 0.035579 29260 train 0.034143 29261 train 0.034011 29262 train 0.031716 29263 train 0.032936 29264 train 0.034170 29265 train 0.033933 29266 train 0.036165 29267 train 0.035659 29268 train 0.037695 29269 train 0.035746 29270 train 0.032249 29271 train 0.031838 29272 train 0.030992 29273 train 0.032533 29274 train 0.035490 29275 val 18.8755 29275 train 0.032949 29276 train 0.036010 29277 train 0.034715 29278 train 0.033097 29279 train 0.036434 29280 train 0.034917 29281 train 0.040252 29282 train 0.045102 29283 train 0.039054 29284 train 0.034868 29285 train 0.034809 29286 train 0.035456 29287 train 0.036071 29288 train 0.039459 29289 train 0.040766 29290 train 0.030601 29291 train 0.034332 29292 train 0.033632 29293 train 0.035990 29294 train 0.037201 29295 train 0.035270 29296 train 0.034714 29297 train 0.037338 29298 train 0.034911 29299 train 0.039104 29300 val 18.8202 29300 train 0.031927 29301 train 0.038198 29302 train 0.039395 29303 train 0.042331 29304 train 0.035743 29305 train 0.035605 29306 train 0.036102 29307 train 0.033821 29308 train 0.036472 29309 train 0.037709 29310 train 0.036568 29311 train 0.033831 29312 train 0.030811 29313 train 0.034903 29314 train 0.032105 29315 train 0.034032 29316 train 0.032666 29317 train 0.041285 29318 train 0.039874 29319 train 0.035436 29320 train 0.036086 29321 train 0.035467 29322 train 0.039240 29323 train 0.038871 29324 train 0.036060 29325 val 18.8015 29325 train 0.041542 29326 train 0.036596 29327 train 0.037365 29328 train 0.035319 29329 train 0.036261 29330 train 0.033411 29331 train 0.033404 29332 train 0.033172 29333 train 0.035528 29334 train 0.034751 29335 train 0.035669 29336 train 0.034096 29337 train 0.032737 29338 train 0.034804 29339 train 0.033176 29340 train 0.034006 29341 train 0.036902 29342 train 0.039498 29343 train 0.035875 29344 train 0.036612 29345 train 0.037298 29346 train 0.036463 29347 train 0.032658 29348 train 0.032773 29349 train 0.037321 29350 val 18.8426 29350 train 0.032936 29351 train 0.037656 29352 train 0.036407 29353 train 0.032832 29354 train 0.032557 29355 train 0.037140 29356 train 0.036568 29357 train 0.032784 29358 train 0.038526 29359 train 0.036102 29360 train 0.031861 29361 train 0.033969 29362 train 0.038826 29363 train 0.035135 29364 train 0.034804 29365 train 0.034571 29366 train 0.035499 29367 train 0.032745 29368 train 0.034578 29369 train 0.033837 29370 train 0.033924 29371 train 0.036634 29372 train 0.028704 29373 train 0.033799 29374 train 0.034123 29375 val 18.9466 29375 train 0.029597 29376 train 0.029483 29377 train 0.031232 29378 train 0.036106 29379 train 0.036299 29380 train 0.033849 29381 train 0.037213 29382 train 0.038516 29383 train 0.035622 29384 train 0.032040 29385 train 0.049480 29386 train 0.034601 29387 train 0.040583 29388 train 0.031589 29389 train 0.032920 29390 train 0.031599 29391 train 0.036355 29392 train 0.034743 29393 train 0.034183 29394 train 0.035183 29395 train 0.035766 29396 train 0.033614 29397 train 0.037023 29398 train 0.034232 29399 train 0.034844 29400 val 18.8308 29400 train 0.031502 29401 train 0.032476 29402 train 0.037047 29403 train 0.037845 29404 train 0.034760 29405 train 0.034725 29406 train 0.032247 29407 train 0.033998 29408 train 0.031323 29409 train 0.033642 29410 train 0.033363 29411 train 0.030204 29412 train 0.031276 29413 train 0.033241 29414 train 0.033339 29415 train 0.033828 29416 train 0.035436 29417 train 0.036766 29418 train 0.034569 29419 train 0.038141 29420 train 0.038915 29421 train 0.042872 29422 train 0.036679 29423 train 0.032362 29424 train 0.036090 29425 val 18.8596 29425 train 0.035489 29426 train 0.033610 29427 train 0.039115 29428 train 0.035553 29429 train 0.033027 29430 train 0.035466 29431 train 0.036774 29432 train 0.039016 29433 train 0.034723 29434 train 0.035197 29435 train 0.033510 29436 train 0.035661 29437 train 0.035301 29438 train 0.037089 29439 train 0.040824 29440 train 0.033845 29441 train 0.034534 29442 train 0.033558 29443 train 0.037035 29444 train 0.035148 29445 train 0.035642 29446 train 0.035109 29447 train 0.033602 29448 train 0.033200 29449 train 0.033496 29450 val 18.8998 29450 train 0.036395 29451 train 0.033360 29452 train 0.037885 29453 train 0.034482 29454 train 0.031728 29455 train 0.038154 29456 train 0.037177 29457 train 0.042106 29458 train 0.037772 29459 train 0.032338 29460 train 0.039897 29461 train 0.039777 29462 train 0.037546 29463 train 0.034553 29464 train 0.033985 29465 train 0.036896 29466 train 0.039334 29467 train 0.037242 29468 train 0.053374 29469 train 0.035494 29470 train 0.034118 29471 train 0.035189 29472 train 0.035648 29473 train 0.032876 29474 train 0.031102 29475 val 18.8985 29475 train 0.036881 29476 train 0.033316 29477 train 0.034715 29478 train 0.034827 29479 train 0.032036 29480 train 0.036425 29481 train 0.035334 29482 train 0.041941 29483 train 0.034991 29484 train 0.033361 29485 train 0.035151 29486 train 0.034174 29487 train 0.036938 29488 train 0.038207 29489 train 0.038450 29490 train 0.041327 29491 train 0.036860 29492 train 0.039894 29493 train 0.036166 29494 train 0.037086 29495 train 0.032722 29496 train 0.036182 29497 train 0.037980 29498 train 0.036909 29499 train 0.035266 29500 val 18.8564 29500 train 0.033558 29501 train 0.038067 29502 train 0.034708 29503 train 0.038846 29504 train 0.043514 29505 train 0.033724 29506 train 0.032148 29507 train 0.041384 29508 train 0.035530 29509 train 0.037109 29510 train 0.033472 29511 train 0.039669 29512 train 0.030273 29513 train 0.034929 29514 train 0.033663 29515 train 0.034442 29516 train 0.031186 29517 train 0.035643 29518 train 0.033227 29519 train 0.035287 29520 train 0.033962 29521 train 0.036421 29522 train 0.038490 29523 train 0.037612 29524 train 0.039768 29525 val 18.8234 29525 train 0.038853 29526 train 0.069324 29527 train 0.037488 29528 train 0.031902 29529 train 0.034702 29530 train 0.033727 29531 train 0.037214 29532 train 0.037481 29533 train 0.039958 29534 train 0.033969 29535 train 0.035677 29536 train 0.032454 29537 train 0.034843 29538 train 0.032337 29539 train 0.035238 29540 train 0.035745 29541 train 0.034081 29542 train 0.033826 29543 train 0.039989 29544 train 0.034591 29545 train 0.033433 29546 train 0.040302 29547 train 0.042494 29548 train 0.030730 29549 train 0.033718 29550 val 18.8816 29550 train 0.030602 29551 train 0.036820 29552 train 0.035388 29553 train 0.036329 29554 train 0.030832 29555 train 0.033913 29556 train 0.031629 29557 train 0.035122 29558 train 0.029935 29559 train 0.031554 29560 train 0.031661 29561 train 0.034813 29562 train 0.040145 29563 train 0.032822 29564 train 0.037459 29565 train 0.034774 29566 train 0.032057 29567 train 0.036543 29568 train 0.035434 29569 train 0.040171 29570 train 0.038489 29571 train 0.033410 29572 train 0.033706 29573 train 0.036727 29574 train 0.036643 29575 val 18.8401 29575 train 0.035953 29576 train 0.033660 29577 train 0.031228 29578 train 0.036202 29579 train 0.036351 29580 train 0.033736 29581 train 0.031402 29582 train 0.032920 29583 train 0.040910 29584 train 0.032529 29585 train 0.032767 29586 train 0.033224 29587 train 0.033505 29588 train 0.036972 29589 train 0.044082 29590 train 0.033505 29591 train 0.032589 29592 train 0.032795 29593 train 0.035384 29594 train 0.035145 29595 train 0.034173 29596 train 0.031265 29597 train 0.031773 29598 train 0.028892 29599 train 0.033961 29600 val 18.8306 29600 train 0.035489 29601 train 0.033245 29602 train 0.032628 29603 train 0.041075 29604 train 0.035060 29605 train 0.039232 29606 train 0.038255 29607 train 0.031763 29608 train 0.035985 29609 train 0.033074 29610 train 0.037880 29611 train 0.033483 29612 train 0.036715 29613 train 0.037099 29614 train 0.036876 29615 train 0.034666 29616 train 0.038055 29617 train 0.036555 29618 train 0.036642 29619 train 0.034374 29620 train 0.030261 29621 train 0.036384 29622 train 0.036797 29623 train 0.029597 29624 train 0.036649 29625 val 18.8513 29625 train 0.041384 29626 train 0.035782 29627 train 0.034590 29628 train 0.035589 29629 train 0.035192 29630 train 0.033498 29631 train 0.038493 29632 train 0.034056 29633 train 0.042590 29634 train 0.032431 29635 train 0.037223 29636 train 0.033056 29637 train 0.033099 29638 train 0.033444 29639 train 0.034440 29640 train 0.037245 29641 train 0.037535 29642 train 0.034983 29643 train 0.031481 29644 train 0.031897 29645 train 0.037639 29646 train 0.034177 29647 train 0.037485 29648 train 0.035813 29649 train 0.035041 29650 val 18.8078 29650 train 0.032269 29651 train 0.034549 29652 train 0.040308 29653 train 0.034314 29654 train 0.036486 29655 train 0.039444 29656 train 0.032609 29657 train 0.032296 29658 train 0.033515 29659 train 0.032525 29660 train 0.036304 29661 train 0.039033 29662 train 0.033880 29663 train 0.033274 29664 train 0.036459 29665 train 0.037892 29666 train 0.032584 29667 train 0.037357 29668 train 0.038881 29669 train 0.037954 29670 train 0.033913 29671 train 0.037521 29672 train 0.033030 29673 train 0.034491 29674 train 0.037972 29675 val 18.7611 29675 train 0.036773 29676 train 0.035150 29677 train 0.039404 29678 train 0.033527 29679 train 0.033864 29680 train 0.036446 29681 train 0.034070 29682 train 0.031442 29683 train 0.038717 29684 train 0.032558 29685 train 0.039711 29686 train 0.036375 29687 train 0.033178 29688 train 0.035323 29689 train 0.033333 29690 train 0.032623 29691 train 0.031452 29692 train 0.034921 29693 train 0.036766 29694 train 0.038075 29695 train 0.038619 29696 train 0.038466 29697 train 0.039310 29698 train 0.032410 29699 train 0.033066 29700 val 18.8955 29700 train 0.035549 29701 train 0.035101 29702 train 0.031757 29703 train 0.033345 29704 train 0.035907 29705 train 0.035061 29706 train 0.035729 29707 train 0.039096 29708 train 0.032964 29709 train 0.037151 29710 train 0.040207 29711 train 0.034338 29712 train 0.035865 29713 train 0.041909 29714 train 0.037195 29715 train 0.038528 29716 train 0.033009 29717 train 0.034305 29718 train 0.032311 29719 train 0.031397 29720 train 0.034515 29721 train 0.040206 29722 train 0.036309 29723 train 0.037215 29724 train 0.036607 29725 val 18.8454 29725 train 0.035224 29726 train 0.031624 29727 train 0.034080 29728 train 0.033457 29729 train 0.033548 29730 train 0.032785 29731 train 0.033139 29732 train 0.036098 29733 train 0.038013 29734 train 0.033668 29735 train 0.037911 29736 train 0.031743 29737 train 0.035932 29738 train 0.036233 29739 train 0.036482 29740 train 0.035374 29741 train 0.031651 29742 train 0.031686 29743 train 0.037582 29744 train 0.032800 29745 train 0.031011 29746 train 0.035056 29747 train 0.034953 29748 train 0.043671 29749 train 0.032621 29750 val 18.7832 29750 train 0.033023 29751 train 0.038151 29752 train 0.038277 29753 train 0.036082 29754 train 0.034123 29755 train 0.035314 29756 train 0.034310 29757 train 0.039420 29758 train 0.035461 29759 train 0.036851 29760 train 0.033623 29761 train 0.034928 29762 train 0.033372 29763 train 0.029523 29764 train 0.034499 29765 train 0.032541 29766 train 0.035089 29767 train 0.034300 29768 train 0.034967 29769 train 0.035983 29770 train 0.033508 29771 train 0.031547 29772 train 0.035065 29773 train 0.032283 29774 train 0.040029 29775 val 18.9084 29775 train 0.036346 29776 train 0.031730 29777 train 0.034272 29778 train 0.029536 29779 train 0.034302 29780 train 0.035962 29781 train 0.035004 29782 train 0.034342 29783 train 0.033624 29784 train 0.033645 29785 train 0.028958 29786 train 0.029064 29787 train 0.033509 29788 train 0.034892 29789 train 0.033292 29790 train 0.033987 29791 train 0.036062 29792 train 0.035428 29793 train 0.037174 29794 train 0.033897 29795 train 0.037139 29796 train 0.030439 29797 train 0.031994 29798 train 0.035927 29799 train 0.034139 29800 val 18.8570 29800 train 0.034267 29801 train 0.035357 29802 train 0.032611 29803 train 0.032922 29804 train 0.035362 29805 train 0.034971 29806 train 0.031671 29807 train 0.034331 29808 train 0.036973 29809 train 0.037237 29810 train 0.036182 29811 train 0.033156 29812 train 0.032206 29813 train 0.036055 29814 train 0.031348 29815 train 0.038678 29816 train 0.034900 29817 train 0.035683 29818 train 0.033920 29819 train 0.032033 29820 train 0.031370 29821 train 0.029192 29822 train 0.031435 29823 train 0.034959 29824 train 0.035211 29825 val 18.8547 29825 train 0.030167 29826 train 0.031092 29827 train 0.034543 29828 train 0.034547 29829 train 0.036740 29830 train 0.036206 29831 train 0.034544 29832 train 0.036449 29833 train 0.035716 29834 train 0.035604 29835 train 0.034052 29836 train 0.032562 29837 train 0.034149 29838 train 0.034104 29839 train 0.032786 29840 train 0.034309 29841 train 0.034249 29842 train 0.037352 29843 train 0.034327 29844 train 0.034775 29845 train 0.032711 29846 train 0.033539 29847 train 0.041538 29848 train 0.039807 29849 train 0.035633 29850 val 18.8569 29850 train 0.031949 29851 train 0.036371 29852 train 0.037918 29853 train 0.038372 29854 train 0.035424 29855 train 0.032128 29856 train 0.034224 29857 train 0.036058 29858 train 0.036732 29859 train 0.033399 29860 train 0.034723 29861 train 0.032267 29862 train 0.032565 29863 train 0.037399 29864 train 0.033591 29865 train 0.032659 29866 train 0.032768 29867 train 0.033293 29868 train 0.036981 29869 train 0.035853 29870 train 0.037792 29871 train 0.035856 29872 train 0.030514 29873 train 0.036560 29874 train 0.036731 29875 val 18.9009 29875 train 0.033187 29876 train 0.034621 29877 train 0.034281 29878 train 0.034859 29879 train 0.037335 29880 train 0.036393 29881 train 0.031434 29882 train 0.033263 29883 train 0.037047 29884 train 0.035188 29885 train 0.035468 29886 train 0.038401 29887 train 0.037097 29888 train 0.034220 29889 train 0.037544 29890 train 0.038123 29891 train 0.036010 29892 train 0.038969 29893 train 0.036637 29894 train 0.040473 29895 train 0.034687 29896 train 0.038967 29897 train 0.039643 29898 train 0.034077 29899 train 0.036083 29900 val 18.9231 29900 train 0.034558 29901 train 0.033924 29902 train 0.033504 29903 train 0.030028 29904 train 0.034046 29905 train 0.033047 29906 train 0.031377 29907 train 0.033572 29908 train 0.035941 29909 train 0.036536 29910 train 0.035213 29911 train 0.033287 29912 train 0.034330 29913 train 0.040702 29914 train 0.037459 29915 train 0.039065 29916 train 0.032368 29917 train 0.035978 29918 train 0.032322 29919 train 0.035932 29920 train 0.032360 29921 train 0.036675 29922 train 0.033320 29923 train 0.034189 29924 train 0.037013 29925 val 18.9178 29925 train 0.036920 29926 train 0.034714 29927 train 0.036339 29928 train 0.037789 29929 train 0.041012 29930 train 0.037100 29931 train 0.037045 29932 train 0.036849 29933 train 0.036038 29934 train 0.038490 29935 train 0.036150 29936 train 0.035820 29937 train 0.035629 29938 train 0.035911 29939 train 0.038297 29940 train 0.032736 29941 train 0.032400 29942 train 0.031032 29943 train 0.032688 29944 train 0.035927 29945 train 0.033002 29946 train 0.034840 29947 train 0.034096 29948 train 0.037643 29949 train 0.044742 29950 val 18.8966 29950 train 0.034704 29951 train 0.032360 29952 train 0.031470 29953 train 0.037161 29954 train 0.038142 29955 train 0.034448 29956 train 0.035448 29957 train 0.040197 29958 train 0.038649 29959 train 0.035304 29960 train 0.034958 29961 train 0.038902 29962 train 0.033652 29963 train 0.036096 29964 train 0.035658 29965 train 0.032118 29966 train 0.037633 29967 train 0.036748 29968 train 0.037484 29969 train 0.037443 29970 train 0.039952 29971 train 0.037998 29972 train 0.033401 29973 train 0.036702 29974 train 0.038472 29975 val 18.8756 29975 train 0.039907 29976 train 0.033478 29977 train 0.034719 29978 train 0.034165 29979 train 0.033727 29980 train 0.039474 29981 train 0.035473 29982 train 0.036369 29983 train 0.034706 29984 train 0.034142 29985 train 0.032871 29986 train 0.030983 29987 train 0.034730 29988 train 0.035224 29989 train 0.038182 29990 train 0.046344 29991 train 0.037180 29992 train 0.036603 29993 train 0.034709 29994 train 0.034364 29995 train 0.033703 29996 train 0.033374 29997 train 0.035583 29998 train 0.034694 29999 train 0.035662 30000 val 18.8828 30000 train 0.031294 30001 train 0.034464 30002 train 0.035583 30003 train 0.040330 30004 train 0.032384 30005 train 0.032109 30006 train 0.036069 30007 train 0.034684 30008 train 0.034272 30009 train 0.037256 30010 train 0.035739 30011 train 0.031309 30012 train 0.030848 30013 train 0.034258 30014 train 0.035392 30015 train 0.031095 30016 train 0.040800 30017 train 0.035798 30018 train 0.039399 30019 train 0.031312 30020 train 0.031582 30021 train 0.033011 30022 train 0.037158 30023 train 0.035414 30024 train 0.033020 30025 val 18.9617 30025 train 0.034443 30026 train 0.034411 30027 train 0.037185 30028 train 0.037950 30029 train 0.029272 30030 train 0.031921 30031 train 0.034411 30032 train 0.028237 30033 train 0.032479 30034 train 0.035942 30035 train 0.034470 30036 train 0.030203 30037 train 0.037391 30038 train 0.034373 30039 train 0.033490 30040 train 0.034928 30041 train 0.033938 30042 train 0.032717 30043 train 0.032193 30044 train 0.032437 30045 train 0.030694 30046 train 0.030605 30047 train 0.032359 30048 train 0.033531 30049 train 0.032586 30050 val 18.8868 30050 train 0.033530 30051 train 0.034037 30052 train 0.041042 30053 train 0.038224 30054 train 0.045179 30055 train 0.031572 30056 train 0.036116 30057 train 0.035548 30058 train 0.034820 30059 train 0.036182 30060 train 0.033290 30061 train 0.032509 30062 train 0.036328 30063 train 0.035518 30064 train 0.035675 30065 train 0.029063 30066 train 0.032819 30067 train 0.031806 30068 train 0.028749 30069 train 0.035033 30070 train 0.037140 30071 train 0.036054 30072 train 0.034272 30073 train 0.037294 30074 train 0.034204 30075 val 18.8106 30075 train 0.037108 30076 train 0.037005 30077 train 0.037483 30078 train 0.037260 30079 train 0.029858 30080 train 0.032712 30081 train 0.030777 30082 train 0.034126 30083 train 0.033643 30084 train 0.032732 30085 train 0.030744 30086 train 0.033186 30087 train 0.032002 30088 train 0.034413 30089 train 0.038316 30090 train 0.034467 30091 train 0.032889 30092 train 0.032420 30093 train 0.034651 30094 train 0.034832 30095 train 0.037592 30096 train 0.038175 30097 train 0.034699 30098 train 0.038356 30099 train 0.043020 30100 val 18.9036 30100 train 0.036558 30101 train 0.034615 30102 train 0.035120 30103 train 0.031999 30104 train 0.031533 30105 train 0.031386 30106 train 0.035325 30107 train 0.034484 30108 train 0.032760 30109 train 0.033694 30110 train 0.029013 30111 train 0.033254 30112 train 0.038069 30113 train 0.036372 30114 train 0.034425 30115 train 0.030996 30116 train 0.032261 30117 train 0.031366 30118 train 0.030854 30119 train 0.035951 30120 train 0.036263 30121 train 0.033641 30122 train 0.030969 30123 train 0.033554 30124 train 0.032734 30125 val 18.8892 30125 train 0.037307 30126 train 0.033196 30127 train 0.035901 30128 train 0.034828 30129 train 0.035071 30130 train 0.031747 30131 train 0.033074 30132 train 0.036547 30133 train 0.033671 30134 train 0.039270 30135 train 0.036433 30136 train 0.041043 30137 train 0.038003 30138 train 0.037647 30139 train 0.034010 30140 train 0.032733 30141 train 0.033664 30142 train 0.035548 30143 train 0.035857 30144 train 0.033433 30145 train 0.034804 30146 train 0.030763 30147 train 0.033045 30148 train 0.032581 30149 train 0.031872 30150 val 18.9273 30150 train 0.035003 30151 train 0.032541 30152 train 0.034087 30153 train 0.034170 30154 train 0.034660 30155 train 0.032250 30156 train 0.035758 30157 train 0.036024 30158 train 0.034292 30159 train 0.032972 30160 train 0.034253 30161 train 0.037092 30162 train 0.033839 30163 train 0.037342 30164 train 0.033495 30165 train 0.034567 30166 train 0.035792 30167 train 0.032476 30168 train 0.038713 30169 train 0.034225 30170 train 0.036588 30171 train 0.033458 30172 train 0.034707 30173 train 0.034081 30174 train 0.036378 30175 val 18.8781 30175 train 0.035455 30176 train 0.036330 30177 train 0.038563 30178 train 0.037330 30179 train 0.034551 30180 train 0.035911 30181 train 0.038439 30182 train 0.037259 30183 train 0.032001 30184 train 0.033587 30185 train 0.033809 30186 train 0.034348 30187 train 0.031204 30188 train 0.032754 30189 train 0.035588 30190 train 0.034543 30191 train 0.034650 30192 train 0.035850 30193 train 0.033049 30194 train 0.033708 30195 train 0.037348 30196 train 0.032705 30197 train 0.032604 30198 train 0.034955 30199 train 0.034736 30200 val 18.8407 30200 train 0.036086 30201 train 0.031146 30202 train 0.030780 30203 train 0.030727 30204 train 0.037329 30205 train 0.033202 30206 train 0.037061 30207 train 0.033874 30208 train 0.033933 30209 train 0.033784 30210 train 0.030277 30211 train 0.032091 30212 train 0.037628 30213 train 0.038198 30214 train 0.034040 30215 train 0.035143 30216 train 0.034773 30217 train 0.036177 30218 train 0.033768 30219 train 0.034048 30220 train 0.034632 30221 train 0.037657 30222 train 0.034685 30223 train 0.033658 30224 train 0.031470 30225 val 18.9041 30225 train 0.031064 30226 train 0.033442 30227 train 0.036130 30228 train 0.037604 30229 train 0.035304 30230 train 0.031329 30231 train 0.032856 30232 train 0.033404 30233 train 0.031619 30234 train 0.034087 30235 train 0.035213 30236 train 0.036520 30237 train 0.034626 30238 train 0.033654 30239 train 0.029996 30240 train 0.031339 30241 train 0.034956 30242 train 0.032493 30243 train 0.033719 30244 train 0.034270 30245 train 0.035066 30246 train 0.031553 30247 train 0.030937 30248 train 0.035280 30249 train 0.036725 30250 val 18.9473 30250 train 0.034917 30251 train 0.033608 30252 train 0.032907 30253 train 0.038009 30254 train 0.034253 30255 train 0.034696 30256 train 0.037530 30257 train 0.035395 30258 train 0.036002 30259 train 0.038316 30260 train 0.031865 30261 train 0.031159 30262 train 0.034760 30263 train 0.057810 30264 train 0.037870 30265 train 0.034917 30266 train 0.035123 30267 train 0.033548 30268 train 0.031037 30269 train 0.030951 30270 train 0.033695 30271 train 0.034786 30272 train 0.034053 30273 train 0.034995 30274 train 0.037223 30275 val 18.8459 30275 train 0.032090 30276 train 0.034981 30277 train 0.035947 30278 train 0.034260 30279 train 0.037127 30280 train 0.036193 30281 train 0.032610 30282 train 0.033527 30283 train 0.032463 30284 train 0.033705 30285 train 0.036693 30286 train 0.031816 30287 train 0.032240 30288 train 0.036468 30289 train 0.033073 30290 train 0.033113 30291 train 0.031615 30292 train 0.032213 30293 train 0.031823 30294 train 0.035075 30295 train 0.034976 30296 train 0.035402 30297 train 0.037711 30298 train 0.036828 30299 train 0.044822 30300 val 18.9382 30300 train 0.037107 30301 train 0.039738 30302 train 0.036416 30303 train 0.037094 30304 train 0.033946 30305 train 0.035958 30306 train 0.034035 30307 train 0.032849 30308 train 0.035604 30309 train 0.033294 30310 train 0.031912 30311 train 0.033463 30312 train 0.031823 30313 train 0.031524 30314 train 0.032070 30315 train 0.030224 30316 train 0.033069 30317 train 0.038914 30318 train 0.036056 30319 train 0.032564 30320 train 0.035578 30321 train 0.039807 30322 train 0.030839 30323 train 0.035477 30324 train 0.032738 30325 val 18.8967 30325 train 0.035433 30326 train 0.033741 30327 train 0.033452 30328 train 0.036371 30329 train 0.031166 30330 train 0.033416 30331 train 0.033865 30332 train 0.029307 30333 train 0.030634 30334 train 0.035889 30335 train 0.038994 30336 train 0.035068 30337 train 0.036859 30338 train 0.035031 30339 train 0.032357 30340 train 0.038468 30341 train 0.034761 30342 train 0.036837 30343 train 0.033755 30344 train 0.034335 30345 train 0.038155 30346 train 0.038229 30347 train 0.035220 30348 train 0.030017 30349 train 0.030677 30350 val 18.9361 30350 train 0.032807 30351 train 0.032610 30352 train 0.032736 30353 train 0.036168 30354 train 0.031874 30355 train 0.033593 30356 train 0.037107 30357 train 0.064871 30358 train 0.034528 30359 train 0.033727 30360 train 0.037146 30361 train 0.041127 30362 train 0.031562 30363 train 0.033881 30364 train 0.036025 30365 train 0.036140 30366 train 0.034392 30367 train 0.033068 30368 train 0.033845 30369 train 0.034416 30370 train 0.033279 30371 train 0.031319 30372 train 0.034822 30373 train 0.035599 30374 train 0.033809 30375 val 19.0206 30375 train 0.030439 30376 train 0.035302 30377 train 0.035287 30378 train 0.034634 30379 train 0.036774 30380 train 0.032462 30381 train 0.039590 30382 train 0.035302 30383 train 0.031053 30384 train 0.033491 30385 train 0.037522 30386 train 0.036358 30387 train 0.036661 30388 train 0.032209 30389 train 0.037137 30390 train 0.032951 30391 train 0.031135 30392 train 0.034292 30393 train 0.040366 30394 train 0.032960 30395 train 0.033850 30396 train 0.033666 30397 train 0.037727 30398 train 0.036755 30399 train 0.033988 30400 val 18.8493 30400 train 0.037628 30401 train 0.037515 30402 train 0.032334 30403 train 0.036665 30404 train 0.030448 30405 train 0.034091 30406 train 0.030961 30407 train 0.030137 30408 train 0.035164 30409 train 0.032098 30410 train 0.032405 30411 train 0.031120 30412 train 0.036558 30413 train 0.031776 30414 train 0.036561 30415 train 0.033073 30416 train 0.031756 30417 train 0.038577 30418 train 0.036951 30419 train 0.032547 30420 train 0.035486 30421 train 0.032366 30422 train 0.031948 30423 train 0.033115 30424 train 0.033332 30425 val 18.8787 30425 train 0.033717 30426 train 0.035324 30427 train 0.034089 30428 train 0.033763 30429 train 0.035539 30430 train 0.035538 30431 train 0.031770 30432 train 0.030498 30433 train 0.031148 30434 train 0.029643 30435 train 0.036504 30436 train 0.038810 30437 train 0.031875 30438 train 0.035257 30439 train 0.041139 30440 train 0.035550 30441 train 0.034973 30442 train 0.034943 30443 train 0.030941 30444 train 0.036102 30445 train 0.032657 30446 train 0.034844 30447 train 0.032982 30448 train 0.031168 30449 train 0.029904 30450 val 18.9919 30450 train 0.035228 30451 train 0.031508 30452 train 0.031496 30453 train 0.031765 30454 train 0.033992 30455 train 0.031428 30456 train 0.030998 30457 train 0.032308 30458 train 0.030772 30459 train 0.033665 30460 train 0.032760 30461 train 0.033813 30462 train 0.034902 30463 train 0.033921 30464 train 0.030785 30465 train 0.030958 30466 train 0.038200 30467 train 0.032554 30468 train 0.035105 30469 train 0.034869 30470 train 0.028866 30471 train 0.031750 30472 train 0.034235 30473 train 0.030440 30474 train 0.034276 30475 val 18.8977 30475 train 0.033527 30476 train 0.032390 30477 train 0.036024 30478 train 0.035767 30479 train 0.028540 30480 train 0.031754 30481 train 0.036399 30482 train 0.032458 30483 train 0.043273 30484 train 0.033326 30485 train 0.033751 30486 train 0.036761 30487 train 0.032806 30488 train 0.035082 30489 train 0.029016 30490 train 0.030870 30491 train 0.033111 30492 train 0.034885 30493 train 0.035405 30494 train 0.032258 30495 train 0.032592 30496 train 0.034955 30497 train 0.033606 30498 train 0.035204 30499 train 0.038082 30500 val 18.8229 30500 train 0.032965 30501 train 0.034334 30502 train 0.047958 30503 train 0.031982 30504 train 0.037841 30505 train 0.034367 30506 train 0.034173 30507 train 0.038591 30508 train 0.031683 30509 train 0.030684 30510 train 0.033498 30511 train 0.032354 30512 train 0.031789 30513 train 0.030293 30514 train 0.031620 30515 train 0.033010 30516 train 0.032974 30517 train 0.033161 30518 train 0.034609 30519 train 0.034891 30520 train 0.035740 30521 train 0.035828 30522 train 0.040681 30523 train 0.033926 30524 train 0.034845 30525 val 19.0139 30525 train 0.036336 30526 train 0.033552 30527 train 0.029186 30528 train 0.034457 30529 train 0.032579 30530 train 0.033282 30531 train 0.031923 30532 train 0.033248 30533 train 0.033190 30534 train 0.028723 30535 train 0.033191 30536 train 0.035775 30537 train 0.034624 30538 train 0.034919 30539 train 0.030699 30540 train 0.036433 30541 train 0.033680 30542 train 0.040696 30543 train 0.039713 30544 train 0.034718 30545 train 0.037259 30546 train 0.044540 30547 train 0.037989 30548 train 0.037595 30549 train 0.034575 30550 val 18.9447 30550 train 0.030983 30551 train 0.031694 30552 train 0.031477 30553 train 0.033278 30554 train 0.031747 30555 train 0.033618 30556 train 0.032435 30557 train 0.034776 30558 train 0.032644 30559 train 0.035602 30560 train 0.041091 30561 train 0.039866 30562 train 0.033896 30563 train 0.033075 30564 train 0.037378 30565 train 0.034966 30566 train 0.034572 30567 train 0.034597 30568 train 0.033674 30569 train 0.033458 30570 train 0.032607 30571 train 0.032505 30572 train 0.034057 30573 train 0.034917 30574 train 0.033557 30575 val 18.9148 30575 train 0.034176 30576 train 0.031731 30577 train 0.032358 30578 train 0.034749 30579 train 0.036870 30580 train 0.037473 30581 train 0.037854 30582 train 0.035862 30583 train 0.032989 30584 train 0.041107 30585 train 0.035308 30586 train 0.031402 30587 train 0.034079 30588 train 0.033717 30589 train 0.033036 30590 train 0.033861 30591 train 0.031023 30592 train 0.032873 30593 train 0.034912 30594 train 0.035314 30595 train 0.036706 30596 train 0.033331 30597 train 0.034345 30598 train 0.035766 30599 train 0.035808 30600 val 18.9516 30600 train 0.036513 30601 train 0.032720 30602 train 0.038291 30603 train 0.035820 30604 train 0.034344 30605 train 0.034814 30606 train 0.035098 30607 train 0.034179 30608 train 0.035302 30609 train 0.034385 30610 train 0.032934 30611 train 0.033728 30612 train 0.034049 30613 train 0.033130 30614 train 0.034320 30615 train 0.032657 30616 train 0.036737 30617 train 0.033088 30618 train 0.035703 30619 train 0.033127 30620 train 0.036083 30621 train 0.035334 30622 train 0.036343 30623 train 0.033825 30624 train 0.037189 30625 val 18.8119 30625 train 0.036332 30626 train 0.032781 30627 train 0.032103 30628 train 0.035809 30629 train 0.035827 30630 train 0.031988 30631 train 0.033024 30632 train 0.036255 30633 train 0.030146 30634 train 0.036299 30635 train 0.036860 30636 train 0.037598 30637 train 0.035252 30638 train 0.031417 30639 train 0.032173 30640 train 0.033847 30641 train 0.036899 30642 train 0.037304 30643 train 0.037394 30644 train 0.037549 30645 train 0.040321 30646 train 0.034972 30647 train 0.034369 30648 train 0.032488 30649 train 0.030610 30650 val 18.8854 30650 train 0.032651 30651 train 0.037579 30652 train 0.035262 30653 train 0.032101 30654 train 0.031898 30655 train 0.037170 30656 train 0.036670 30657 train 0.031556 30658 train 0.031328 30659 train 0.034640 30660 train 0.038516 30661 train 0.037870 30662 train 0.039367 30663 train 0.037256 30664 train 0.031964 30665 train 0.035432 30666 train 0.031462 30667 train 0.034218 30668 train 0.035126 30669 train 0.034170 30670 train 0.036485 30671 train 0.036141 30672 train 0.037261 30673 train 0.030428 30674 train 0.030071 30675 val 18.9221 30675 train 0.031565 30676 train 0.033312 30677 train 0.031240 30678 train 0.032807 30679 train 0.034668 30680 train 0.033440 30681 train 0.041975 30682 train 0.036846 30683 train 0.034636 30684 train 0.035557 30685 train 0.032903 30686 train 0.030783 30687 train 0.037843 30688 train 0.039923 30689 train 0.033782 30690 train 0.029608 30691 train 0.033800 30692 train 0.036576 30693 train 0.038197 30694 train 0.036843 30695 train 0.030555 30696 train 0.029681 30697 train 0.036765 30698 train 0.036613 30699 train 0.032500 30700 val 18.8327 30700 train 0.032772 30701 train 0.038226 30702 train 0.033840 30703 train 0.038157 30704 train 0.035672 30705 train 0.035379 30706 train 0.053903 30707 train 0.035157 30708 train 0.051844 30709 train 0.033372 30710 train 0.035074 30711 train 0.038058 30712 train 0.038486 30713 train 0.031821 30714 train 0.036272 30715 train 0.032896 30716 train 0.032266 30717 train 0.034331 30718 train 0.034304 30719 train 0.030500 30720 train 0.033262 30721 train 0.036080 30722 train 0.036089 30723 train 0.029185 30724 train 0.039637 30725 val 18.8181 30725 train 0.034864 30726 train 0.032889 30727 train 0.031463 30728 train 0.030936 30729 train 0.037089 30730 train 0.037347 30731 train 0.033355 30732 train 0.033239 30733 train 0.032071 30734 train 0.032533 30735 train 0.032757 30736 train 0.032989 30737 train 0.032739 30738 train 0.032219 30739 train 0.034863 30740 train 0.031876 30741 train 0.034107 30742 train 0.032150 30743 train 0.040348 30744 train 0.039455 30745 train 0.039494 30746 train 0.035402 30747 train 0.037566 30748 train 0.037255 30749 train 0.033531 30750 val 18.7790 30750 train 0.032983 30751 train 0.035270 30752 train 0.031146 30753 train 0.029840 30754 train 0.032754 30755 train 0.035340 30756 train 0.030408 30757 train 0.039171 30758 train 0.037140 30759 train 0.028801 30760 train 0.032740 30761 train 0.030403 30762 train 0.033354 30763 train 0.030607 30764 train 0.033255 30765 train 0.034013 30766 train 0.034467 30767 train 0.034909 30768 train 0.034280 30769 train 0.031021 30770 train 0.035337 30771 train 0.032246 30772 train 0.032017 30773 train 0.029695 30774 train 0.036478 30775 val 18.8660 30775 train 0.030430 30776 train 0.032074 30777 train 0.029535 30778 train 0.030455 30779 train 0.034582 30780 train 0.029783 30781 train 0.031185 30782 train 0.034953 30783 train 0.035172 30784 train 0.038446 30785 train 0.032708 30786 train 0.035160 30787 train 0.033506 30788 train 0.032317 30789 train 0.033673 30790 train 0.035003 30791 train 0.035761 30792 train 0.033247 30793 train 0.037578 30794 train 0.036329 30795 train 0.033273 30796 train 0.029863 30797 train 0.028824 30798 train 0.035466 30799 train 0.032613 30800 val 18.9466 30800 train 0.030556 30801 train 0.031846 30802 train 0.038717 30803 train 0.035597 30804 train 0.038040 30805 train 0.033586 30806 train 0.035443 30807 train 0.035477 30808 train 0.032003 30809 train 0.034021 30810 train 0.035195 30811 train 0.028653 30812 train 0.031897 30813 train 0.037061 30814 train 0.033117 30815 train 0.033903 30816 train 0.030029 30817 train 0.035384 30818 train 0.029062 30819 train 0.032855 30820 train 0.032597 30821 train 0.030859 30822 train 0.036903 30823 train 0.034858 30824 train 0.035454 30825 val 18.9561 30825 train 0.043763 30826 train 0.037327 30827 train 0.035662 30828 train 0.035545 30829 train 0.044768 30830 train 0.038851 30831 train 0.030571 30832 train 0.034072 30833 train 0.034024 30834 train 0.038069 30835 train 0.038208 30836 train 0.031019 30837 train 0.032834 30838 train 0.035171 30839 train 0.033508 30840 train 0.031320 30841 train 0.034398 30842 train 0.032599 30843 train 0.034932 30844 train 0.037391 30845 train 0.033555 30846 train 0.033407 30847 train 0.031529 30848 train 0.034233 30849 train 0.052017 30850 val 18.8920 30850 train 0.034752 30851 train 0.037489 30852 train 0.028405 30853 train 0.035304 30854 train 0.035363 30855 train 0.036848 30856 train 0.037256 30857 train 0.034271 30858 train 0.030084 30859 train 0.032318 30860 train 0.031807 30861 train 0.037897 30862 train 0.035183 30863 train 0.031780 30864 train 0.037681 30865 train 0.039870 30866 train 0.037182 30867 train 0.031720 30868 train 0.031385 30869 train 0.033246 30870 train 0.037960 30871 train 0.034026 30872 train 0.038331 30873 train 0.032107 30874 train 0.036967 30875 val 18.8410 30875 train 0.034632 30876 train 0.029586 30877 train 0.031144 30878 train 0.031437 30879 train 0.032991 30880 train 0.037081 30881 train 0.034692 30882 train 0.032243 30883 train 0.034108 30884 train 0.034074 30885 train 0.049848 30886 train 0.033646 30887 train 0.032880 30888 train 0.030899 30889 train 0.035901 30890 train 0.038041 30891 train 0.037514 30892 train 0.042318 30893 train 0.029653 30894 train 0.030916 30895 train 0.031145 30896 train 0.030019 30897 train 0.043299 30898 train 0.034191 30899 train 0.030369 30900 val 18.8629 30900 train 0.032438 30901 train 0.032717 30902 train 0.033426 30903 train 0.031170 30904 train 0.039857 30905 train 0.036145 30906 train 0.033316 30907 train 0.033357 30908 train 0.036614 30909 train 0.036592 30910 train 0.032853 30911 train 0.036565 30912 train 0.034698 30913 train 0.035688 30914 train 0.032115 30915 train 0.029676 30916 train 0.034416 30917 train 0.036922 30918 train 0.032938 30919 train 0.033281 30920 train 0.029677 30921 train 0.047528 30922 train 0.032721 30923 train 0.029870 30924 train 0.032893 30925 val 18.9901 30925 train 0.034357 30926 train 0.033247 30927 train 0.038785 30928 train 0.035411 30929 train 0.028841 30930 train 0.032995 30931 train 0.035755 30932 train 0.035305 30933 train 0.048387 30934 train 0.037872 30935 train 0.034271 30936 train 0.032107 30937 train 0.032041 30938 train 0.031826 30939 train 0.034909 30940 train 0.034881 30941 train 0.033439 30942 train 0.029536 30943 train 0.031824 30944 train 0.032549 30945 train 0.034259 30946 train 0.027499 30947 train 0.033497 30948 train 0.036522 30949 train 0.034682 30950 val 18.8253 30950 train 0.032977 30951 train 0.032033 30952 train 0.035818 30953 train 0.034605 30954 train 0.032384 30955 train 0.033414 30956 train 0.033038 30957 train 0.046206 30958 train 0.037042 30959 train 0.031408 30960 train 0.034276 30961 train 0.034936 30962 train 0.032131 30963 train 0.030407 30964 train 0.033682 30965 train 0.032336 30966 train 0.031986 30967 train 0.032327 30968 train 0.033684 30969 train 0.039875 30970 train 0.035222 30971 train 0.034835 30972 train 0.031923 30973 train 0.032668 30974 train 0.032308 30975 val 18.8073 30975 train 0.033578 30976 train 0.031555 30977 train 0.032742 30978 train 0.033224 30979 train 0.035285 30980 train 0.030867 30981 train 0.030588 30982 train 0.026772 30983 train 0.030265 30984 train 0.030087 30985 train 0.030996 30986 train 0.035483 30987 train 0.029470 30988 train 0.031903 30989 train 0.030811 30990 train 0.028978 30991 train 0.036877 30992 train 0.034930 30993 train 0.041017 30994 train 0.038115 30995 train 0.032552 30996 train 0.033177 30997 train 0.033765 30998 train 0.030866 30999 train 0.033456 31000 val 18.8583 31000 train 0.036184 31001 train 0.030922 31002 train 0.031686 31003 train 0.032848 31004 train 0.029246 31005 train 0.038173 31006 train 0.033457 31007 train 0.035175 31008 train 0.031620 31009 train 0.036409 31010 train 0.032631 31011 train 0.032655 31012 train 0.033025 31013 train 0.033670 31014 train 0.033169 31015 train 0.037017 31016 train 0.037941 31017 train 0.031367 31018 train 0.032198 31019 train 0.032150 31020 train 0.033901 31021 train 0.033111 31022 train 0.035425 31023 train 0.030390 31024 train 0.029088 31025 val 18.8680 31025 train 0.033233 31026 train 0.031011 31027 train 0.040737 31028 train 0.035800 31029 train 0.036248 31030 train 0.032020 31031 train 0.033995 31032 train 0.035817 31033 train 0.038170 31034 train 0.034022 31035 train 0.032171 31036 train 0.035251 31037 train 0.031160 31038 train 0.034479 31039 train 0.036469 31040 train 0.029857 31041 train 0.032090 31042 train 0.033101 31043 train 0.032202 31044 train 0.033743 31045 train 0.034516 31046 train 0.034431 31047 train 0.035357 31048 train 0.030600 31049 train 0.037344 31050 val 18.8187 31050 train 0.032546 31051 train 0.032643 31052 train 0.032079 31053 train 0.031151 31054 train 0.034131 31055 train 0.030081 31056 train 0.033696 31057 train 0.033213 31058 train 0.032365 31059 train 0.030037 31060 train 0.029441 31061 train 0.033179 31062 train 0.032343 31063 train 0.046603 31064 train 0.032995 31065 train 0.029917 31066 train 0.030220 31067 train 0.032811 31068 train 0.033580 31069 train 0.036970 31070 train 0.030298 31071 train 0.035693 31072 train 0.037158 31073 train 0.039469 31074 train 0.032520 31075 val 18.8842 31075 train 0.032783 31076 train 0.031968 31077 train 0.031007 31078 train 0.031566 31079 train 0.032460 31080 train 0.031117 31081 train 0.033297 31082 train 0.031536 31083 train 0.037588 31084 train 0.031948 31085 train 0.030501 31086 train 0.031317 31087 train 0.030633 31088 train 0.030023 31089 train 0.033159 31090 train 0.034071 31091 train 0.029501 31092 train 0.030916 31093 train 0.039833 31094 train 0.031575 31095 train 0.031367 31096 train 0.029985 31097 train 0.032318 31098 train 0.032570 31099 train 0.035931 31100 val 18.8417 31100 train 0.031665 31101 train 0.030789 31102 train 0.034826 31103 train 0.030843 31104 train 0.036550 31105 train 0.031982 31106 train 0.030747 31107 train 0.032643 31108 train 0.035040 31109 train 0.035792 31110 train 0.033704 31111 train 0.037239 31112 train 0.032212 31113 train 0.034609 31114 train 0.031174 31115 train 0.029946 31116 train 0.032732 31117 train 0.038222 31118 train 0.035720 31119 train 0.039904 31120 train 0.032921 31121 train 0.039696 31122 train 0.031738 31123 train 0.035371 31124 train 0.032550 31125 val 18.8625 31125 train 0.038164 31126 train 0.033439 31127 train 0.032972 31128 train 0.030344 31129 train 0.033814 31130 train 0.034496 31131 train 0.031882 31132 train 0.038134 31133 train 0.034076 31134 train 0.032998 31135 train 0.032474 31136 train 0.031716 31137 train 0.033407 31138 train 0.033133 31139 train 0.034353 31140 train 0.034836 31141 train 0.036153 31142 train 0.032560 31143 train 0.033578 31144 train 0.034097 31145 train 0.037038 31146 train 0.034586 31147 train 0.033589 31148 train 0.032852 31149 train 0.029957 31150 val 18.9577 31150 train 0.032102 31151 train 0.031271 31152 train 0.034477 31153 train 0.033759 31154 train 0.035662 31155 train 0.035381 31156 train 0.035158 31157 train 0.035646 31158 train 0.036861 31159 train 0.036374 31160 train 0.033442 31161 train 0.037364 31162 train 0.033420 31163 train 0.039452 31164 train 0.033774 31165 train 0.034144 31166 train 0.032749 31167 train 0.032122 31168 train 0.031116 31169 train 0.033024 31170 train 0.031364 31171 train 0.032328 31172 train 0.034158 31173 train 0.033333 31174 train 0.032126 31175 val 18.9628 31175 train 0.034423 31176 train 0.035218 31177 train 0.033546 31178 train 0.033902 31179 train 0.033716 31180 train 0.036297 31181 train 0.036484 31182 train 0.032325 31183 train 0.031655 31184 train 0.037595 31185 train 0.031320 31186 train 0.033253 31187 train 0.033646 31188 train 0.036538 31189 train 0.028618 31190 train 0.031857 31191 train 0.033492 31192 train 0.034688 31193 train 0.034928 31194 train 0.032171 31195 train 0.034613 31196 train 0.034391 31197 train 0.034879 31198 train 0.035795 31199 train 0.037097 31200 val 18.8803 31200 train 0.033266 31201 train 0.035325 31202 train 0.034439 31203 train 0.032777 31204 train 0.032993 31205 train 0.033947 31206 train 0.034209 31207 train 0.032396 31208 train 0.031994 31209 train 0.028406 31210 train 0.033896 31211 train 0.034709 31212 train 0.039247 31213 train 0.034203 31214 train 0.033743 31215 train 0.035929 31216 train 0.034081 31217 train 0.033750 31218 train 0.033966 31219 train 0.037171 31220 train 0.040787 31221 train 0.030838 31222 train 0.030147 31223 train 0.034205 31224 train 0.040261 31225 val 18.9032 31225 train 0.030165 31226 train 0.032025 31227 train 0.032059 31228 train 0.032897 31229 train 0.032530 31230 train 0.030470 31231 train 0.030705 31232 train 0.031528 31233 train 0.031206 31234 train 0.033962 31235 train 0.031962 31236 train 0.030928 31237 train 0.036709 31238 train 0.032171 31239 train 0.031539 31240 train 0.032380 31241 train 0.034390 31242 train 0.034387 31243 train 0.034653 31244 train 0.032326 31245 train 0.033656 31246 train 0.030276 31247 train 0.035568 31248 train 0.032197 31249 train 0.030813 31250 val 18.9977 31250 train 0.033208 31251 train 0.031115 31252 train 0.031341 31253 train 0.031511 31254 train 0.037487 31255 train 0.037480 31256 train 0.042469 31257 train 0.032832 31258 train 0.033184 31259 train 0.039001 31260 train 0.036025 31261 train 0.033162 31262 train 0.031796 31263 train 0.037411 31264 train 0.039301 31265 train 0.031207 31266 train 0.030729 31267 train 0.028559 31268 train 0.035432 31269 train 0.030944 31270 train 0.029991 31271 train 0.031318 31272 train 0.034785 31273 train 0.034240 31274 train 0.037496 31275 val 18.9305 31275 train 0.034025 31276 train 0.031207 31277 train 0.031838 31278 train 0.030269 31279 train 0.031570 31280 train 0.033291 31281 train 0.040066 31282 train 0.030285 31283 train 0.039946 31284 train 0.031292 31285 train 0.034523 31286 train 0.037744 31287 train 0.030473 31288 train 0.028959 31289 train 0.031130 31290 train 0.031584 31291 train 0.031787 31292 train 0.037861 31293 train 0.035348 31294 train 0.035947 31295 train 0.053032 31296 train 0.033980 31297 train 0.034261 31298 train 0.031383 31299 train 0.037493 31300 val 18.8926 31300 train 0.041512 31301 train 0.029988 31302 train 0.033261 31303 train 0.035743 31304 train 0.035630 31305 train 0.034136 31306 train 0.035829 31307 train 0.034307 31308 train 0.037453 31309 train 0.031013 31310 train 0.032765 31311 train 0.034090 31312 train 0.030918 31313 train 0.031470 31314 train 0.034975 31315 train 0.036372 31316 train 0.039438 31317 train 0.035756 31318 train 0.033539 31319 train 0.031870 31320 train 0.032084 31321 train 0.031102 31322 train 0.037081 31323 train 0.034208 31324 train 0.033423 31325 val 18.9758 31325 train 0.034694 31326 train 0.030448 31327 train 0.033064 31328 train 0.032767 31329 train 0.029503 31330 train 0.030298 31331 train 0.034905 31332 train 0.035569 31333 train 0.033442 31334 train 0.034315 31335 train 0.038100 31336 train 0.030666 31337 train 0.033260 31338 train 0.037662 31339 train 0.036851 31340 train 0.031182 31341 train 0.033304 31342 train 0.031992 31343 train 0.035545 31344 train 0.037216 31345 train 0.031484 31346 train 0.032912 31347 train 0.031470 31348 train 0.033612 31349 train 0.033673 31350 val 18.9608 31350 train 0.029719 31351 train 0.028543 31352 train 0.034422 31353 train 0.029555 31354 train 0.030683 31355 train 0.032769 31356 train 0.032910 31357 train 0.031707 31358 train 0.035791 31359 train 0.035354 31360 train 0.034726 31361 train 0.036981 31362 train 0.033022 31363 train 0.032773 31364 train 0.031541 31365 train 0.031221 31366 train 0.032781 31367 train 0.033038 31368 train 0.036876 31369 train 0.035609 31370 train 0.034118 31371 train 0.031678 31372 train 0.032508 31373 train 0.031521 31374 train 0.034937 31375 val 18.8977 31375 train 0.028740 31376 train 0.033118 31377 train 0.034044 31378 train 0.033077 31379 train 0.035034 31380 train 0.034643 31381 train 0.028030 31382 train 0.030424 31383 train 0.034701 31384 train 0.036803 31385 train 0.036478 31386 train 0.030324 31387 train 0.032034 31388 train 0.032877 31389 train 0.033090 31390 train 0.031665 31391 train 0.032643 31392 train 0.030304 31393 train 0.028878 31394 train 0.033690 31395 train 0.031944 31396 train 0.034811 31397 train 0.035568 31398 train 0.035363 31399 train 0.030282 31400 val 18.9310 31400 train 0.030669 31401 train 0.030293 31402 train 0.032798 31403 train 0.032788 31404 train 0.036987 31405 train 0.035394 31406 train 0.037320 31407 train 0.033279 31408 train 0.031847 31409 train 0.031085 31410 train 0.029383 31411 train 0.030171 31412 train 0.029944 31413 train 0.034170 31414 train 0.032246 31415 train 0.031482 31416 train 0.036164 31417 train 0.033695 31418 train 0.034675 31419 train 0.036884 31420 train 0.035830 31421 train 0.039197 31422 train 0.032199 31423 train 0.035743 31424 train 0.032269 31425 val 18.8927 31425 train 0.034466 31426 train 0.032181 31427 train 0.037269 31428 train 0.032029 31429 train 0.027801 31430 train 0.037596 31431 train 0.036122 31432 train 0.032964 31433 train 0.032925 31434 train 0.036691 31435 train 0.034318 31436 train 0.030834 31437 train 0.030109 31438 train 0.034224 31439 train 0.035497 31440 train 0.035574 31441 train 0.033851 31442 train 0.034444 31443 train 0.035701 31444 train 0.033587 31445 train 0.033199 31446 train 0.035846 31447 train 0.032241 31448 train 0.035645 31449 train 0.032338 31450 val 18.9205 31450 train 0.033652 31451 train 0.030402 31452 train 0.033136 31453 train 0.033262 31454 train 0.031843 31455 train 0.031204 31456 train 0.030259 31457 train 0.034318 31458 train 0.037968 31459 train 0.032978 31460 train 0.034350 31461 train 0.036255 31462 train 0.035710 31463 train 0.038799 31464 train 0.033864 31465 train 0.029876 31466 train 0.033228 31467 train 0.031447 31468 train 0.033595 31469 train 0.032484 31470 train 0.033014 31471 train 0.031168 31472 train 0.028356 31473 train 0.032703 31474 train 0.035808 31475 val 18.9712 31475 train 0.032996 31476 train 0.028684 31477 train 0.034652 31478 train 0.036600 31479 train 0.038769 31480 train 0.035314 31481 train 0.034308 31482 train 0.032188 31483 train 0.033640 31484 train 0.033743 31485 train 0.035644 31486 train 0.036873 31487 train 0.032427 31488 train 0.031224 31489 train 0.029256 31490 train 0.029584 31491 train 0.033365 31492 train 0.028668 31493 train 0.027570 31494 train 0.032366 31495 train 0.030122 31496 train 0.032276 31497 train 0.032613 31498 train 0.033608 31499 train 0.035810 31500 val 18.9022 31500 train 0.031100 31501 train 0.033418 31502 train 0.032012 31503 train 0.036599 31504 train 0.035517 31505 train 0.034032 31506 train 0.034215 31507 train 0.032100 31508 train 0.032923 31509 train 0.031951 31510 train 0.032227 31511 train 0.032459 31512 train 0.029979 31513 train 0.036013 31514 train 0.033620 31515 train 0.032869 31516 train 0.030202 31517 train 0.032110 31518 train 0.034227 31519 train 0.032614 31520 train 0.036746 31521 train 0.032519 31522 train 0.033981 31523 train 0.031112 31524 train 0.033498 31525 val 18.9046 31525 train 0.035047 31526 train 0.033308 31527 train 0.030626 31528 train 0.030615 31529 train 0.031289 31530 train 0.032479 31531 train 0.030312 31532 train 0.030948 31533 train 0.033868 31534 train 0.032312 31535 train 0.031048 31536 train 0.031359 31537 train 0.032761 31538 train 0.031453 31539 train 0.034549 31540 train 0.033745 31541 train 0.033729 31542 train 0.034778 31543 train 0.033858 31544 train 0.033106 31545 train 0.034594 31546 train 0.042093 31547 train 0.033862 31548 train 0.032994 31549 train 0.037332 31550 val 18.9293 31550 train 0.034996 31551 train 0.033694 31552 train 0.028336 31553 train 0.033110 31554 train 0.031696 31555 train 0.028202 31556 train 0.032247 31557 train 0.031777 31558 train 0.033860 31559 train 0.034556 31560 train 0.030289 31561 train 0.033689 31562 train 0.033841 31563 train 0.030672 31564 train 0.032135 31565 train 0.031391 31566 train 0.033109 31567 train 0.029085 31568 train 0.030364 31569 train 0.032355 31570 train 0.031967 31571 train 0.030693 31572 train 0.031258 31573 train 0.035193 31574 train 0.034532 31575 val 18.9409 31575 train 0.031016 31576 train 0.029031 31577 train 0.032449 31578 train 0.028690 31579 train 0.031128 31580 train 0.033459 31581 train 0.031460 31582 train 0.034486 31583 train 0.032157 31584 train 0.038142 31585 train 0.034707 31586 train 0.032194 31587 train 0.033822 31588 train 0.028592 31589 train 0.032674 31590 train 0.037788 31591 train 0.031262 31592 train 0.028376 31593 train 0.032502 31594 train 0.032113 31595 train 0.032671 31596 train 0.030030 31597 train 0.030669 31598 train 0.032694 31599 train 0.029802 31600 val 19.0070 31600 train 0.030995 31601 train 0.031134 31602 train 0.031266 31603 train 0.031207 31604 train 0.031855 31605 train 0.030833 31606 train 0.033581 31607 train 0.032980 31608 train 0.031387 31609 train 0.032111 31610 train 0.031978 31611 train 0.035564 31612 train 0.030788 31613 train 0.030329 31614 train 0.031473 31615 train 0.033059 31616 train 0.032811 31617 train 0.030729 31618 train 0.031120 31619 train 0.029503 31620 train 0.032651 31621 train 0.035433 31622 train 0.029341 31623 train 0.032240 31624 train 0.030764 31625 val 18.9363 31625 train 0.033847 31626 train 0.037178 31627 train 0.039462 31628 train 0.030622 31629 train 0.037238 31630 train 0.035161 31631 train 0.032386 31632 train 0.036529 31633 train 0.031412 31634 train 0.033677 31635 train 0.029803 31636 train 0.033031 31637 train 0.030322 31638 train 0.032441 31639 train 0.028045 31640 train 0.030933 31641 train 0.035278 31642 train 0.035096 31643 train 0.030188 31644 train 0.034572 31645 train 0.030449 31646 train 0.030480 31647 train 0.037613 31648 train 0.029958 31649 train 0.034672 31650 val 18.9294 31650 train 0.032643 31651 train 0.036385 31652 train 0.032339 31653 train 0.030451 31654 train 0.030815 31655 train 0.031941 31656 train 0.033952 31657 train 0.032956 31658 train 0.034948 31659 train 0.034379 31660 train 0.033622 31661 train 0.040387 31662 train 0.037171 31663 train 0.033260 31664 train 0.032961 31665 train 0.036405 31666 train 0.034903 31667 train 0.031789 31668 train 0.037105 31669 train 0.032553 31670 train 0.033741 31671 train 0.032060 31672 train 0.036111 31673 train 0.032766 31674 train 0.034071 31675 val 19.0403 31675 train 0.028140 31676 train 0.031582 31677 train 0.031469 31678 train 0.030404 31679 train 0.031315 31680 train 0.035155 31681 train 0.031452 31682 train 0.036458 31683 train 0.031931 31684 train 0.035796 31685 train 0.037671 31686 train 0.036892 31687 train 0.033506 31688 train 0.033433 31689 train 0.036050 31690 train 0.034902 31691 train 0.032340 31692 train 0.036235 31693 train 0.033077 31694 train 0.033808 31695 train 0.031204 31696 train 0.033066 31697 train 0.036815 31698 train 0.035161 31699 train 0.030925 31700 val 18.9996 31700 train 0.030921 31701 train 0.029668 31702 train 0.035310 31703 train 0.034883 31704 train 0.036310 31705 train 0.032296 31706 train 0.032794 31707 train 0.030764 31708 train 0.028796 31709 train 0.034330 31710 train 0.032762 31711 train 0.033772 31712 train 0.034267 31713 train 0.032343 31714 train 0.029522 31715 train 0.032360 31716 train 0.033515 31717 train 0.032801 31718 train 0.030372 31719 train 0.032665 31720 train 0.028516 31721 train 0.030919 31722 train 0.030174 31723 train 0.036140 31724 train 0.036162 31725 val 19.0112 31725 train 0.036585 31726 train 0.035257 31727 train 0.034049 31728 train 0.035388 31729 train 0.033442 31730 train 0.038816 31731 train 0.034711 31732 train 0.034639 31733 train 0.030971 31734 train 0.033679 31735 train 0.034337 31736 train 0.032684 31737 train 0.031771 31738 train 0.033085 31739 train 0.033893 31740 train 0.030457 31741 train 0.031876 31742 train 0.030279 31743 train 0.034362 31744 train 0.035006 31745 train 0.035618 31746 train 0.030774 31747 train 0.034265 31748 train 0.032640 31749 train 0.034126 31750 val 18.9609 31750 train 0.031764 31751 train 0.035563 31752 train 0.033177 31753 train 0.031762 31754 train 0.030366 31755 train 0.030096 31756 train 0.033620 31757 train 0.033206 31758 train 0.032512 31759 train 0.034021 31760 train 0.029028 31761 train 0.032501 31762 train 0.034083 31763 train 0.029090 31764 train 0.033675 31765 train 0.035491 31766 train 0.035166 31767 train 0.037149 31768 train 0.039152 31769 train 0.034132 31770 train 0.034061 31771 train 0.028595 31772 train 0.034835 31773 train 0.027517 31774 train 0.033732 31775 val 18.9300 31775 train 0.030976 31776 train 0.029673 31777 train 0.034521 31778 train 0.031902 31779 train 0.031554 31780 train 0.030166 31781 train 0.031078 31782 train 0.033758 31783 train 0.034140 31784 train 0.034070 31785 train 0.034267 31786 train 0.030445 31787 train 0.030721 31788 train 0.033122 31789 train 0.038675 31790 train 0.030632 31791 train 0.031068 31792 train 0.033664 31793 train 0.029470 31794 train 0.033399 31795 train 0.029721 31796 train 0.032530 31797 train 0.045396 31798 train 0.030703 31799 train 0.029145 31800 val 19.0105 31800 train 0.031137 31801 train 0.035988 31802 train 0.027800 31803 train 0.034601 31804 train 0.033875 31805 train 0.030243 31806 train 0.030165 31807 train 0.031686 31808 train 0.034489 31809 train 0.032857 31810 train 0.035633 31811 train 0.034094 31812 train 0.032332 31813 train 0.033725 31814 train 0.036283 31815 train 0.030363 31816 train 0.031115 31817 train 0.033145 31818 train 0.036383 31819 train 0.032948 31820 train 0.037629 31821 train 0.030796 31822 train 0.030655 31823 train 0.029701 31824 train 0.032148 31825 val 18.9978 31825 train 0.043480 31826 train 0.032148 31827 train 0.032913 31828 train 0.030569 31829 train 0.029551 31830 train 0.032256 31831 train 0.033639 31832 train 0.030406 31833 train 0.055448 31834 train 0.033185 31835 train 0.032123 31836 train 0.031830 31837 train 0.035384 31838 train 0.031961 31839 train 0.037004 31840 train 0.033832 31841 train 0.031839 31842 train 0.032825 31843 train 0.029688 31844 train 0.032875 31845 train 0.036473 31846 train 0.031398 31847 train 0.031323 31848 train 0.031180 31849 train 0.032600 31850 val 18.9051 31850 train 0.034949 31851 train 0.033702 31852 train 0.031357 31853 train 0.032475 31854 train 0.032315 31855 train 0.029385 31856 train 0.032923 31857 train 0.030473 31858 train 0.033289 31859 train 0.030390 31860 train 0.031183 31861 train 0.038038 31862 train 0.030939 31863 train 0.034444 31864 train 0.031790 31865 train 0.031511 31866 train 0.032111 31867 train 0.032946 31868 train 0.032088 31869 train 0.046543 31870 train 0.032673 31871 train 0.033407 31872 train 0.032417 31873 train 0.034317 31874 train 0.032262 31875 val 18.9394 31875 train 0.035848 31876 train 0.035752 31877 train 0.033461 31878 train 0.033613 31879 train 0.033200 31880 train 0.030505 31881 train 0.032659 31882 train 0.031321 31883 train 0.033419 31884 train 0.029431 31885 train 0.031650 31886 train 0.030881 31887 train 0.029848 31888 train 0.029617 31889 train 0.032819 31890 train 0.031870 31891 train 0.032829 31892 train 0.032686 31893 train 0.036739 31894 train 0.033606 31895 train 0.035203 31896 train 0.034206 31897 train 0.033067 31898 train 0.031453 31899 train 0.029884 31900 val 18.9095 31900 train 0.034751 31901 train 0.032427 31902 train 0.028903 31903 train 0.031306 31904 train 0.027933 31905 train 0.039234 31906 train 0.034081 31907 train 0.032399 31908 train 0.032655 31909 train 0.036045 31910 train 0.032417 31911 train 0.038113 31912 train 0.036246 31913 train 0.032731 31914 train 0.034838 31915 train 0.037648 31916 train 0.033956 31917 train 0.034435 31918 train 0.033822 31919 train 0.038634 31920 train 0.030809 31921 train 0.033261 31922 train 0.031194 31923 train 0.031244 31924 train 0.030794 31925 val 18.9220 31925 train 0.035824 31926 train 0.031229 31927 train 0.029980 31928 train 0.035523 31929 train 0.034601 31930 train 0.033419 31931 train 0.032871 31932 train 0.033860 31933 train 0.031992 31934 train 0.032549 31935 train 0.029417 31936 train 0.035170 31937 train 0.035063 31938 train 0.029469 31939 train 0.037066 31940 train 0.033050 31941 train 0.032787 31942 train 0.032445 31943 train 0.032270 31944 train 0.029626 31945 train 0.031729 31946 train 0.027746 31947 train 0.032729 31948 train 0.031739 31949 train 0.033748 31950 val 18.9766 31950 train 0.032461 31951 train 0.038513 31952 train 0.032146 31953 train 0.031871 31954 train 0.032657 31955 train 0.034296 31956 train 0.029531 31957 train 0.032227 31958 train 0.031157 31959 train 0.030141 31960 train 0.027984 31961 train 0.033951 31962 train 0.035867 31963 train 0.035029 31964 train 0.030713 31965 train 0.031031 31966 train 0.029474 31967 train 0.030683 31968 train 0.032354 31969 train 0.031976 31970 train 0.030693 31971 train 0.032887 31972 train 0.030182 31973 train 0.030694 31974 train 0.033016 31975 val 18.9215 31975 train 0.035666 31976 train 0.031653 31977 train 0.031534 31978 train 0.031805 31979 train 0.031044 31980 train 0.030421 31981 train 0.032497 31982 train 0.031033 31983 train 0.033139 31984 train 0.032028 31985 train 0.030634 31986 train 0.031138 31987 train 0.030841 31988 train 0.031632 31989 train 0.034454 31990 train 0.034570 31991 train 0.035803 31992 train 0.033193 31993 train 0.034067 31994 train 0.031438 31995 train 0.034007 31996 train 0.032486 31997 train 0.033670 31998 train 0.034668 31999 train 0.034617 32000 val 18.9841 32000 train 0.029265 32001 train 0.031845 32002 train 0.030190 32003 train 0.031936 32004 train 0.033035 32005 train 0.029973 32006 train 0.031562 32007 train 0.028170 32008 train 0.033581 32009 train 0.029210 32010 train 0.031847 32011 train 0.034291 32012 train 0.034830 32013 train 0.032103 32014 train 0.032647 32015 train 0.031433 32016 train 0.033747 32017 train 0.036920 32018 train 0.030022 32019 train 0.030809 32020 train 0.030480 32021 train 0.031652 32022 train 0.032130 32023 train 0.033596 32024 train 0.035583 32025 val 19.0000 32025 train 0.033240 32026 train 0.030626 32027 train 0.032004 32028 train 0.035411 32029 train 0.036799 32030 train 0.033284 32031 train 0.033180 32032 train 0.034737 32033 train 0.036224 32034 train 0.034674 32035 train 0.031573 32036 train 0.035407 32037 train 0.034954 32038 train 0.031175 32039 train 0.035524 32040 train 0.037614 32041 train 0.034820 32042 train 0.039650 32043 train 0.030011 32044 train 0.037105 32045 train 0.033073 32046 train 0.033911 32047 train 0.032302 32048 train 0.032976 32049 train 0.035098 32050 val 18.9944 32050 train 0.032847 32051 train 0.034208 32052 train 0.033236 32053 train 0.034733 32054 train 0.031793 32055 train 0.035313 32056 train 0.039063 32057 train 0.032670 32058 train 0.034182 32059 train 0.036839 32060 train 0.035379 32061 train 0.033183 32062 train 0.032640 32063 train 0.035376 32064 train 0.040049 32065 train 0.034282 32066 train 0.029448 32067 train 0.033433 32068 train 0.036772 32069 train 0.032599 32070 train 0.033253 32071 train 0.031128 32072 train 0.031521 32073 train 0.035304 32074 train 0.035952 32075 val 18.9293 32075 train 0.038938 32076 train 0.042078 32077 train 0.035131 32078 train 0.036058 32079 train 0.033547 32080 train 0.039879 32081 train 0.031191 32082 train 0.031336 32083 train 0.036660 32084 train 0.030853 32085 train 0.036064 32086 train 0.030349 32087 train 0.028590 32088 train 0.030461 32089 train 0.035326 32090 train 0.030986 32091 train 0.031278 32092 train 0.033025 32093 train 0.031002 32094 train 0.050920 32095 train 0.028823 32096 train 0.036031 32097 train 0.031019 32098 train 0.032862 32099 train 0.036829 32100 val 18.9443 32100 train 0.033779 32101 train 0.033204 32102 train 0.030408 32103 train 0.037688 32104 train 0.038975 32105 train 0.032330 32106 train 0.035333 32107 train 0.033834 32108 train 0.033269 32109 train 0.034881 32110 train 0.031443 32111 train 0.033544 32112 train 0.033931 32113 train 0.032796 32114 train 0.034602 32115 train 0.032678 32116 train 0.034602 32117 train 0.032863 32118 train 0.035961 32119 train 0.042043 32120 train 0.030261 32121 train 0.037725 32122 train 0.033065 32123 train 0.033040 32124 train 0.031394 32125 val 18.9829 32125 train 0.034239 32126 train 0.033050 32127 train 0.029134 32128 train 0.031469 32129 train 0.030155 32130 train 0.035799 32131 train 0.030848 32132 train 0.031880 32133 train 0.034072 32134 train 0.029912 32135 train 0.036125 32136 train 0.033466 32137 train 0.033703 32138 train 0.032038 32139 train 0.038792 32140 train 0.039436 32141 train 0.033476 32142 train 0.032342 32143 train 0.033746 32144 train 0.032256 32145 train 0.031634 32146 train 0.031972 32147 train 0.032549 32148 train 0.034816 32149 train 0.031636 32150 val 18.9645 32150 train 0.033064 32151 train 0.031233 32152 train 0.029497 32153 train 0.032256 32154 train 0.034419 32155 train 0.038611 32156 train 0.034595 32157 train 0.037594 32158 train 0.034568 32159 train 0.034985 32160 train 0.027148 32161 train 0.031963 32162 train 0.033202 32163 train 0.033298 32164 train 0.035523 32165 train 0.031425 32166 train 0.030110 32167 train 0.036504 32168 train 0.032517 32169 train 0.030797 32170 train 0.028315 32171 train 0.031768 32172 train 0.030144 32173 train 0.030132 32174 train 0.031724 32175 val 18.9158 32175 train 0.033025 32176 train 0.032299 32177 train 0.031639 32178 train 0.033962 32179 train 0.037986 32180 train 0.032220 32181 train 0.031505 32182 train 0.032032 32183 train 0.031497 32184 train 0.030149 32185 train 0.030757 32186 train 0.031900 32187 train 0.034679 32188 train 0.030392 32189 train 0.028949 32190 train 0.028613 32191 train 0.030291 32192 train 0.034616 32193 train 0.036355 32194 train 0.030904 32195 train 0.036057 32196 train 0.034845 32197 train 0.032286 32198 train 0.033354 32199 train 0.034851 32200 val 18.9380 32200 train 0.032767 32201 train 0.035898 32202 train 0.032069 32203 train 0.034269 32204 train 0.032956 32205 train 0.029824 32206 train 0.029280 32207 train 0.032154 32208 train 0.028966 32209 train 0.029657 32210 train 0.032079 32211 train 0.031105 32212 train 0.031052 32213 train 0.027954 32214 train 0.028583 32215 train 0.031485 32216 train 0.032191 32217 train 0.033705 32218 train 0.033344 32219 train 0.030083 32220 train 0.033385 32221 train 0.036400 32222 train 0.033429 32223 train 0.031075 32224 train 0.030687 32225 val 18.9903 32225 train 0.031200 32226 train 0.030701 32227 train 0.028441 32228 train 0.031219 32229 train 0.028045 32230 train 0.034532 32231 train 0.032338 32232 train 0.030507 32233 train 0.031173 32234 train 0.029135 32235 train 0.026843 32236 train 0.033272 32237 train 0.031771 32238 train 0.031596 32239 train 0.035012 32240 train 0.032936 32241 train 0.030494 32242 train 0.033161 32243 train 0.032554 32244 train 0.031174 32245 train 0.033313 32246 train 0.033165 32247 train 0.031645 32248 train 0.031616 32249 train 0.029219 32250 val 18.8791 32250 train 0.029028 32251 train 0.030514 32252 train 0.031904 32253 train 0.031960 32254 train 0.033507 32255 train 0.031296 32256 train 0.031409 32257 train 0.034584 32258 train 0.034184 32259 train 0.037377 32260 train 0.036262 32261 train 0.034753 32262 train 0.033574 32263 train 0.029431 32264 train 0.032307 32265 train 0.027832 32266 train 0.034933 32267 train 0.033762 32268 train 0.031257 32269 train 0.033564 32270 train 0.032995 32271 train 0.028450 32272 train 0.033194 32273 train 0.030806 32274 train 0.029810 32275 val 18.9943 32275 train 0.032204 32276 train 0.030567 32277 train 0.031385 32278 train 0.029866 32279 train 0.028991 32280 train 0.035963 32281 train 0.033657 32282 train 0.032638 32283 train 0.032440 32284 train 0.031120 32285 train 0.033384 32286 train 0.030190 32287 train 0.029819 32288 train 0.033695 32289 train 0.031826 32290 train 0.031989 32291 train 0.031848 32292 train 0.032181 32293 train 0.031908 32294 train 0.029974 32295 train 0.034398 32296 train 0.031874 32297 train 0.036712 32298 train 0.032787 32299 train 0.029347 32300 val 19.0306 32300 train 0.029808 32301 train 0.030842 32302 train 0.033809 32303 train 0.029896 32304 train 0.031458 32305 train 0.040179 32306 train 0.036985 32307 train 0.033406 32308 train 0.032850 32309 train 0.035037 32310 train 0.030865 32311 train 0.031078 32312 train 0.031373 32313 train 0.034279 32314 train 0.030158 32315 train 0.027941 32316 train 0.032344 32317 train 0.031053 32318 train 0.032028 32319 train 0.031779 32320 train 0.030826 32321 train 0.034918 32322 train 0.032227 32323 train 0.031451 32324 train 0.033035 32325 val 18.9721 32325 train 0.033962 32326 train 0.036611 32327 train 0.032560 32328 train 0.028909 32329 train 0.032300 32330 train 0.029857 32331 train 0.031720 32332 train 0.032899 32333 train 0.031640 32334 train 0.033992 32335 train 0.033336 32336 train 0.034566 32337 train 0.033394 32338 train 0.033844 32339 train 0.032118 32340 train 0.036285 32341 train 0.035937 32342 train 0.044660 32343 train 0.034431 32344 train 0.036741 32345 train 0.036652 32346 train 0.035681 32347 train 0.033141 32348 train 0.033141 32349 train 0.033644 32350 val 18.9749 32350 train 0.034374 32351 train 0.030577 32352 train 0.031169 32353 train 0.031472 32354 train 0.032242 32355 train 0.030211 32356 train 0.033129 32357 train 0.035260 32358 train 0.030163 32359 train 0.027823 32360 train 0.032099 32361 train 0.032519 32362 train 0.063748 32363 train 0.031098 32364 train 0.029912 32365 train 0.031292 32366 train 0.033728 32367 train 0.033587 32368 train 0.032692 32369 train 0.034837 32370 train 0.032306 32371 train 0.033483 32372 train 0.035703 32373 train 0.030963 32374 train 0.030542 32375 val 19.0139 32375 train 0.030248 32376 train 0.036793 32377 train 0.036641 32378 train 0.038504 32379 train 0.032269 32380 train 0.034543 32381 train 0.031984 32382 train 0.037451 32383 train 0.035729 32384 train 0.031299 32385 train 0.036863 32386 train 0.037167 32387 train 0.030316 32388 train 0.032885 32389 train 0.036143 32390 train 0.032293 32391 train 0.029700 32392 train 0.032920 32393 train 0.031066 32394 train 0.031047 32395 train 0.033973 32396 train 0.030964 32397 train 0.032557 32398 train 0.035160 32399 train 0.030162 32400 val 19.0585 32400 train 0.032307 32401 train 0.030208 32402 train 0.033267 32403 train 0.032559 32404 train 0.034256 32405 train 0.032996 32406 train 0.035481 32407 train 0.032765 32408 train 0.032796 32409 train 0.030221 32410 train 0.030640 32411 train 0.029357 32412 train 0.031483 32413 train 0.030978 32414 train 0.029759 32415 train 0.031077 32416 train 0.030509 32417 train 0.031359 32418 train 0.031697 32419 train 0.034749 32420 train 0.038095 32421 train 0.031991 32422 train 0.034372 32423 train 0.032057 32424 train 0.032393 32425 val 18.9381 32425 train 0.037394 32426 train 0.034945 32427 train 0.032250 32428 train 0.031833 32429 train 0.034188 32430 train 0.032824 32431 train 0.035831 32432 train 0.030705 32433 train 0.032497 32434 train 0.032825 32435 train 0.032986 32436 train 0.029188 32437 train 0.027670 32438 train 0.031922 32439 train 0.031037 32440 train 0.034780 32441 train 0.029208 32442 train 0.031118 32443 train 0.035864 32444 train 0.032159 32445 train 0.028178 32446 train 0.030634 32447 train 0.027654 32448 train 0.034021 32449 train 0.032096 32450 val 18.9355 32450 train 0.024400 32451 train 0.029846 32452 train 0.032121 32453 train 0.031637 32454 train 0.031612 32455 train 0.029793 32456 train 0.035748 32457 train 0.030026 32458 train 0.035979 32459 train 0.031443 32460 train 0.031260 32461 train 0.033344 32462 train 0.032390 32463 train 0.035391 32464 train 0.038835 32465 train 0.032579 32466 train 0.032553 32467 train 0.034421 32468 train 0.032700 32469 train 0.039336 32470 train 0.035412 32471 train 0.036202 32472 train 0.031438 32473 train 0.033104 32474 train 0.034091 32475 val 18.9342 32475 train 0.031825 32476 train 0.033748 32477 train 0.032124 32478 train 0.031669 32479 train 0.031052 32480 train 0.032234 32481 train 0.030200 32482 train 0.032128 32483 train 0.030709 32484 train 0.032267 32485 train 0.030243 32486 train 0.031358 32487 train 0.034311 32488 train 0.035022 32489 train 0.030794 32490 train 0.033014 32491 train 0.033541 32492 train 0.031361 32493 train 0.032023 32494 train 0.031345 32495 train 0.028145 32496 train 0.032079 32497 train 0.032263 32498 train 0.032765 32499 train 0.030228 32500 val 18.9381 32500 train 0.029985 32501 train 0.034574 32502 train 0.033844 32503 train 0.032445 32504 train 0.035261 32505 train 0.044925 32506 train 0.034252 32507 train 0.034037 32508 train 0.036155 32509 train 0.033326 32510 train 0.036445 32511 train 0.033117 32512 train 0.032653 32513 train 0.029915 32514 train 0.027101 32515 train 0.031734 32516 train 0.030774 32517 train 0.034042 32518 train 0.032999 32519 train 0.029117 32520 train 0.031795 32521 train 0.032691 32522 train 0.034734 32523 train 0.032849 32524 train 0.031505 32525 val 18.9482 32525 train 0.031859 32526 train 0.033137 32527 train 0.034381 32528 train 0.031927 32529 train 0.034307 32530 train 0.034420 32531 train 0.030527 32532 train 0.032508 32533 train 0.032498 32534 train 0.035619 32535 train 0.035443 32536 train 0.031233 32537 train 0.035052 32538 train 0.029829 32539 train 0.030053 32540 train 0.037607 32541 train 0.041331 32542 train 0.034326 32543 train 0.037082 32544 train 0.034190 32545 train 0.035516 32546 train 0.033555 32547 train 0.033910 32548 train 0.031534 32549 train 0.032327 32550 val 19.0427 32550 train 0.033269 32551 train 0.035693 32552 train 0.032911 32553 train 0.033358 32554 train 0.035074 32555 train 0.034739 32556 train 0.032251 32557 train 0.030436 32558 train 0.036384 32559 train 0.033251 32560 train 0.029972 32561 train 0.035532 32562 train 0.034250 32563 train 0.035549 32564 train 0.032436 32565 train 0.038980 32566 train 0.035232 32567 train 0.030870 32568 train 0.033981 32569 train 0.031586 32570 train 0.033467 32571 train 0.032173 32572 train 0.033974 32573 train 0.040556 32574 train 0.035759 32575 val 18.9790 32575 train 0.032032 32576 train 0.034462 32577 train 0.055097 32578 train 0.030593 32579 train 0.034727 32580 train 0.031887 32581 train 0.030622 32582 train 0.031682 32583 train 0.033379 32584 train 0.030353 32585 train 0.033863 32586 train 0.033740 32587 train 0.030652 32588 train 0.032897 32589 train 0.037127 32590 train 0.038651 32591 train 0.035306 32592 train 0.028938 32593 train 0.031971 32594 train 0.039062 32595 train 0.031787 32596 train 0.031447 32597 train 0.030907 32598 train 0.034325 32599 train 0.031328 32600 val 18.8430 32600 train 0.034158 32601 train 0.031502 32602 train 0.032828 32603 train 0.031798 32604 train 0.031869 32605 train 0.032112 32606 train 0.033004 32607 train 0.031825 32608 train 0.033389 32609 train 0.034181 32610 train 0.032106 32611 train 0.029623 32612 train 0.037571 32613 train 0.049726 32614 train 0.029170 32615 train 0.029372 32616 train 0.033035 32617 train 0.029508 32618 train 0.033345 32619 train 0.031361 32620 train 0.029882 32621 train 0.033065 32622 train 0.030055 32623 train 0.033499 32624 train 0.031206 32625 val 19.0837 32625 train 0.038137 32626 train 0.035657 32627 train 0.035612 32628 train 0.031758 32629 train 0.032209 32630 train 0.036573 32631 train 0.033128 32632 train 0.033240 32633 train 0.030454 32634 train 0.030781 32635 train 0.031355 32636 train 0.040645 32637 train 0.029617 32638 train 0.030554 32639 train 0.032438 32640 train 0.029408 32641 train 0.030841 32642 train 0.030934 32643 train 0.031519 32644 train 0.031637 32645 train 0.030507 32646 train 0.030851 32647 train 0.032409 32648 train 0.035375 32649 train 0.046507 32650 val 18.9420 32650 train 0.031959 32651 train 0.029708 32652 train 0.030434 32653 train 0.032966 32654 train 0.032309 32655 train 0.030747 32656 train 0.029113 32657 train 0.028956 32658 train 0.033131 32659 train 0.035059 32660 train 0.031264 32661 train 0.031471 32662 train 0.031646 32663 train 0.032322 32664 train 0.033187 32665 train 0.030956 32666 train 0.032261 32667 train 0.034945 32668 train 0.035206 32669 train 0.033647 32670 train 0.029478 32671 train 0.027126 32672 train 0.033309 32673 train 0.031932 32674 train 0.030579 32675 val 18.9050 32675 train 0.031621 32676 train 0.031267 32677 train 0.028972 32678 train 0.030707 32679 train 0.029150 32680 train 0.032924 32681 train 0.032813 32682 train 0.031312 32683 train 0.029333 32684 train 0.031115 32685 train 0.042778 32686 train 0.030771 32687 train 0.028716 32688 train 0.030523 32689 train 0.030992 32690 train 0.031619 32691 train 0.032283 32692 train 0.030641 32693 train 0.032358 32694 train 0.033736 32695 train 0.030665 32696 train 0.029660 32697 train 0.029316 32698 train 0.031248 32699 train 0.028721 32700 val 18.9702 32700 train 0.036079 32701 train 0.033323 32702 train 0.031379 32703 train 0.034413 32704 train 0.030155 32705 train 0.029575 32706 train 0.030982 32707 train 0.030053 32708 train 0.031854 32709 train 0.031423 32710 train 0.031182 32711 train 0.036007 32712 train 0.035889 32713 train 0.030363 32714 train 0.031954 32715 train 0.030704 32716 train 0.034733 32717 train 0.030304 32718 train 0.034360 32719 train 0.032575 32720 train 0.030411 32721 train 0.035331 32722 train 0.030466 32723 train 0.031395 32724 train 0.031298 32725 val 18.9966 32725 train 0.031836 32726 train 0.033987 32727 train 0.031125 32728 train 0.033930 32729 train 0.038977 32730 train 0.034663 32731 train 0.037723 32732 train 0.030849 32733 train 0.034177 32734 train 0.031234 32735 train 0.031433 32736 train 0.038197 32737 train 0.034984 32738 train 0.033227 32739 train 0.033204 32740 train 0.036317 32741 train 0.033093 32742 train 0.033296 32743 train 0.029571 32744 train 0.030115 32745 train 0.030745 32746 train 0.031797 32747 train 0.034858 32748 train 0.031443 32749 train 0.036071 32750 val 18.9253 32750 train 0.037504 32751 train 0.032510 32752 train 0.037044 32753 train 0.031665 32754 train 0.033691 32755 train 0.036757 32756 train 0.033310 32757 train 0.039951 32758 train 0.035201 32759 train 0.028862 32760 train 0.035410 32761 train 0.034175 32762 train 0.031990 32763 train 0.030808 32764 train 0.030642 32765 train 0.041897 32766 train 0.033107 32767 train 0.030439 32768 train 0.031845 32769 train 0.030554 32770 train 0.030818 32771 train 0.033222 32772 train 0.035367 32773 train 0.035455 32774 train 0.035098 32775 val 18.9491 32775 train 0.029748 32776 train 0.033986 32777 train 0.036512 32778 train 0.033141 32779 train 0.031344 32780 train 0.031853 32781 train 0.032474 32782 train 0.034866 32783 train 0.029944 32784 train 0.028632 32785 train 0.029419 32786 train 0.032706 32787 train 0.030800 32788 train 0.028753 32789 train 0.032402 32790 train 0.031284 32791 train 0.037993 32792 train 0.030571 32793 train 0.033322 32794 train 0.033004 32795 train 0.030435 32796 train 0.031733 32797 train 0.033889 32798 train 0.031271 32799 train 0.036094 32800 val 18.9825 32800 train 0.031989 32801 train 0.032348 32802 train 0.031665 32803 train 0.029545 32804 train 0.033444 32805 train 0.029170 32806 train 0.029700 32807 train 0.032753 32808 train 0.031311 32809 train 0.029862 32810 train 0.030286 32811 train 0.034071 32812 train 0.033340 32813 train 0.032744 32814 train 0.034912 32815 train 0.030541 32816 train 0.030728 32817 train 0.030812 32818 train 0.032307 32819 train 0.030424 32820 train 0.031466 32821 train 0.031096 32822 train 0.029765 32823 train 0.029742 32824 train 0.028684 32825 val 19.0023 32825 train 0.035354 32826 train 0.035642 32827 train 0.029546 32828 train 0.028687 32829 train 0.031212 32830 train 0.032876 32831 train 0.030793 32832 train 0.030256 32833 train 0.032074 32834 train 0.029971 32835 train 0.032224 32836 train 0.031948 32837 train 0.034765 32838 train 0.035292 32839 train 0.029977 32840 train 0.032444 32841 train 0.029425 32842 train 0.028338 32843 train 0.034656 32844 train 0.029567 32845 train 0.031049 32846 train 0.031123 32847 train 0.030963 32848 train 0.026994 32849 train 0.031796 32850 val 19.0189 32850 train 0.027606 32851 train 0.034214 32852 train 0.032446 32853 train 0.030905 32854 train 0.033023 32855 train 0.030132 32856 train 0.033419 32857 train 0.030048 32858 train 0.027745 32859 train 0.030066 32860 train 0.032302 32861 train 0.031736 32862 train 0.035836 32863 train 0.028682 32864 train 0.029233 32865 train 0.031293 32866 train 0.034310 32867 train 0.031148 32868 train 0.030462 32869 train 0.028560 32870 train 0.029779 32871 train 0.029603 32872 train 0.028062 32873 train 0.036311 32874 train 0.033988 32875 val 19.0499 32875 train 0.032959 32876 train 0.033652 32877 train 0.030903 32878 train 0.031547 32879 train 0.028922 32880 train 0.033105 32881 train 0.032437 32882 train 0.033343 32883 train 0.033787 32884 train 0.031716 32885 train 0.031581 32886 train 0.029792 32887 train 0.032807 32888 train 0.031684 32889 train 0.032018 32890 train 0.030964 32891 train 0.030202 32892 train 0.032025 32893 train 0.030961 32894 train 0.033751 32895 train 0.029995 32896 train 0.035036 32897 train 0.032775 32898 train 0.035333 32899 train 0.030877 32900 val 19.0200 32900 train 0.034319 32901 train 0.028902 32902 train 0.032913 32903 train 0.035470 32904 train 0.033693 32905 train 0.031424 32906 train 0.028283 32907 train 0.032525 32908 train 0.025515 32909 train 0.030592 32910 train 0.029092 32911 train 0.032005 32912 train 0.029141 32913 train 0.028946 32914 train 0.034991 32915 train 0.033349 32916 train 0.027850 32917 train 0.038673 32918 train 0.029588 32919 train 0.032393 32920 train 0.032837 32921 train 0.034888 32922 train 0.032951 32923 train 0.034641 32924 train 0.029837 32925 val 19.0237 32925 train 0.030720 32926 train 0.031568 32927 train 0.031443 32928 train 0.033020 32929 train 0.032431 32930 train 0.029638 32931 train 0.031596 32932 train 0.032575 32933 train 0.035582 32934 train 0.034378 32935 train 0.031639 32936 train 0.032768 32937 train 0.038952 32938 train 0.031787 32939 train 0.036857 32940 train 0.034153 32941 train 0.027704 32942 train 0.030115 32943 train 0.029946 32944 train 0.032022 32945 train 0.031415 32946 train 0.031211 32947 train 0.029531 32948 train 0.032543 32949 train 0.033983 32950 val 19.0648 32950 train 0.033584 32951 train 0.029514 32952 train 0.029544 32953 train 0.031143 32954 train 0.030631 32955 train 0.031327 32956 train 0.033348 32957 train 0.037078 32958 train 0.034727 32959 train 0.034342 32960 train 0.030884 32961 train 0.033555 32962 train 0.035803 32963 train 0.029411 32964 train 0.033587 32965 train 0.030572 32966 train 0.032258 32967 train 0.033130 32968 train 0.029841 32969 train 0.033668 32970 train 0.031338 32971 train 0.028515 32972 train 0.033985 32973 train 0.032534 32974 train 0.029645 32975 val 19.0708 32975 train 0.029890 32976 train 0.029582 32977 train 0.031024 32978 train 0.035446 32979 train 0.034410 32980 train 0.031127 32981 train 0.031372 32982 train 0.031580 32983 train 0.030544 32984 train 0.039110 32985 train 0.034682 32986 train 0.033897 32987 train 0.033473 32988 train 0.033767 32989 train 0.032698 32990 train 0.029512 32991 train 0.032285 32992 train 0.032312 32993 train 0.029094 32994 train 0.035118 32995 train 0.029825 32996 train 0.028648 32997 train 0.037138 32998 train 0.031895 32999 train 0.032762 33000 val 18.9940 33000 train 0.038895 33001 train 0.035172 33002 train 0.034394 33003 train 0.032713 33004 train 0.032541 33005 train 0.033610 33006 train 0.029117 33007 train 0.029545 33008 train 0.036395 33009 train 0.029999 33010 train 0.027523 33011 train 0.032224 33012 train 0.030591 33013 train 0.030604 33014 train 0.032556 33015 train 0.028660 33016 train 0.030915 33017 train 0.040698 33018 train 0.034034 33019 train 0.031632 33020 train 0.036758 33021 train 0.038418 33022 train 0.032168 33023 train 0.031197 33024 train 0.038344 33025 val 18.9795 33025 train 0.030918 33026 train 0.032304 33027 train 0.035721 33028 train 0.030742 33029 train 0.028348 33030 train 0.033818 33031 train 0.034516 33032 train 0.033396 33033 train 0.032492 33034 train 0.028731 33035 train 0.030021 33036 train 0.047248 33037 train 0.032912 33038 train 0.035188 33039 train 0.032459 33040 train 0.032124 33041 train 0.031908 33042 train 0.030361 33043 train 0.033997 33044 train 0.037879 33045 train 0.034869 33046 train 0.030196 33047 train 0.032015 33048 train 0.034923 33049 train 0.035903 33050 val 19.0197 33050 train 0.031553 33051 train 0.029662 33052 train 0.031185 33053 train 0.033052 33054 train 0.031326 33055 train 0.027815 33056 train 0.033537 33057 train 0.034439 33058 train 0.035522 33059 train 0.037537 33060 train 0.042862 33061 train 0.030964 33062 train 0.033934 33063 train 0.035052 33064 train 0.031544 33065 train 0.031576 33066 train 0.038167 33067 train 0.031789 33068 train 0.029437 33069 train 0.034010 33070 train 0.030406 33071 train 0.027905 33072 train 0.031285 33073 train 0.032593 33074 train 0.030394 33075 val 18.9708 33075 train 0.030821 33076 train 0.029936 33077 train 0.027635 33078 train 0.028280 33079 train 0.032897 33080 train 0.037363 33081 train 0.037573 33082 train 0.029237 33083 train 0.033282 33084 train 0.033685 33085 train 0.034659 33086 train 0.033010 33087 train 0.035252 33088 train 0.033247 33089 train 0.032841 33090 train 0.034385 33091 train 0.030825 33092 train 0.029469 33093 train 0.029774 33094 train 0.031583 33095 train 0.036006 33096 train 0.034741 33097 train 0.033035 33098 train 0.036840 33099 train 0.032649 33100 val 18.9911 33100 train 0.030044 33101 train 0.030125 33102 train 0.030176 33103 train 0.030051 33104 train 0.030101 33105 train 0.033166 33106 train 0.029553 33107 train 0.030243 33108 train 0.033293 33109 train 0.033202 33110 train 0.030550 33111 train 0.030464 33112 train 0.028663 33113 train 0.025071 33114 train 0.028339 33115 train 0.032060 33116 train 0.029044 33117 train 0.028252 33118 train 0.029196 33119 train 0.033205 33120 train 0.035120 33121 train 0.034015 33122 train 0.034469 33123 train 0.034029 33124 train 0.032863 33125 val 19.0233 33125 train 0.033357 33126 train 0.036096 33127 train 0.028966 33128 train 0.031097 33129 train 0.034934 33130 train 0.030578 33131 train 0.031567 33132 train 0.030210 33133 train 0.032583 33134 train 0.030670 33135 train 0.029154 33136 train 0.032230 33137 train 0.034965 33138 train 0.036211 33139 train 0.032077 33140 train 0.029365 33141 train 0.034811 33142 train 0.034343 33143 train 0.032861 33144 train 0.030374 33145 train 0.030417 33146 train 0.030599 33147 train 0.034719 33148 train 0.031843 33149 train 0.027081 33150 val 19.0263 33150 train 0.029989 33151 train 0.028316 33152 train 0.030385 33153 train 0.028494 33154 train 0.029421 33155 train 0.031221 33156 train 0.030469 33157 train 0.033861 33158 train 0.033923 33159 train 0.032491 33160 train 0.047044 33161 train 0.032970 33162 train 0.033575 33163 train 0.034431 33164 train 0.031732 33165 train 0.039398 33166 train 0.032995 33167 train 0.032211 33168 train 0.032165 33169 train 0.032271 33170 train 0.030065 33171 train 0.036553 33172 train 0.033106 33173 train 0.034303 33174 train 0.032984 33175 val 19.0191 33175 train 0.032134 33176 train 0.032832 33177 train 0.037633 33178 train 0.035885 33179 train 0.033298 33180 train 0.033103 33181 train 0.029748 33182 train 0.030496 33183 train 0.035214 33184 train 0.032967 33185 train 0.029814 33186 train 0.030757 33187 train 0.034759 33188 train 0.028507 33189 train 0.028724 33190 train 0.031940 33191 train 0.028816 33192 train 0.033885 33193 train 0.029869 33194 train 0.031690 33195 train 0.030304 33196 train 0.053281 33197 train 0.032979 33198 train 0.030743 33199 train 0.033208 33200 val 18.9677 33200 train 0.030335 33201 train 0.043702 33202 train 0.035710 33203 train 0.041137 33204 train 0.034691 33205 train 0.032702 33206 train 0.032158 33207 train 0.035379 33208 train 0.033940 33209 train 0.033866 33210 train 0.031983 33211 train 0.038193 33212 train 0.031503 33213 train 0.030521 33214 train 0.033734 33215 train 0.034264 33216 train 0.034282 33217 train 0.031136 33218 train 0.032851 33219 train 0.034815 33220 train 0.033103 33221 train 0.027182 33222 train 0.031062 33223 train 0.033838 33224 train 0.033078 33225 val 19.0152 33225 train 0.034766 33226 train 0.034732 33227 train 0.027908 33228 train 0.034578 33229 train 0.030372 33230 train 0.034262 33231 train 0.034606 33232 train 0.037170 33233 train 0.030664 33234 train 0.027581 33235 train 0.030118 33236 train 0.028276 33237 train 0.036017 33238 train 0.031556 33239 train 0.037968 33240 train 0.033630 33241 train 0.031217 33242 train 0.030935 33243 train 0.032101 33244 train 0.030872 33245 train 0.028711 33246 train 0.033015 33247 train 0.035010 33248 train 0.031122 33249 train 0.030558 33250 val 18.9998 33250 train 0.031815 33251 train 0.028327 33252 train 0.028784 33253 train 0.030394 33254 train 0.029025 33255 train 0.032084 33256 train 0.030328 33257 train 0.028782 33258 train 0.030597 33259 train 0.030697 33260 train 0.034331 33261 train 0.030353 33262 train 0.041628 33263 train 0.031968 33264 train 0.031122 33265 train 0.032093 33266 train 0.029237 33267 train 0.034230 33268 train 0.036040 33269 train 0.029741 33270 train 0.030808 33271 train 0.027669 33272 train 0.029817 33273 train 0.030975 33274 train 0.030003 33275 val 19.1042 33275 train 0.035736 33276 train 0.030614 33277 train 0.032034 33278 train 0.031952 33279 train 0.028579 33280 train 0.033153 33281 train 0.031289 33282 train 0.032672 33283 train 0.031202 33284 train 0.034097 33285 train 0.032059 33286 train 0.028025 33287 train 0.031015 33288 train 0.031557 33289 train 0.031622 33290 train 0.032124 33291 train 0.029717 33292 train 0.031658 33293 train 0.031246 33294 train 0.031474 33295 train 0.028600 33296 train 0.034043 33297 train 0.029875 33298 train 0.032965 33299 train 0.029005 33300 val 19.0027 33300 train 0.030290 33301 train 0.029453 33302 train 0.029104 33303 train 0.037361 33304 train 0.040660 33305 train 0.030225 33306 train 0.033186 33307 train 0.027943 33308 train 0.035000 33309 train 0.031120 33310 train 0.028250 33311 train 0.040892 33312 train 0.034808 33313 train 0.033793 33314 train 0.030412 33315 train 0.032882 33316 train 0.032371 33317 train 0.030313 33318 train 0.032694 33319 train 0.029866 33320 train 0.031558 33321 train 0.034046 33322 train 0.029613 33323 train 0.030122 33324 train 0.032816 33325 val 18.8622 33325 train 0.030580 33326 train 0.031577 33327 train 0.032026 33328 train 0.033264 33329 train 0.033211 33330 train 0.036348 33331 train 0.030832 33332 train 0.032139 33333 train 0.030674 33334 train 0.033640 33335 train 0.034576 33336 train 0.030645 33337 train 0.032694 33338 train 0.031458 33339 train 0.030026 33340 train 0.031758 33341 train 0.033026 33342 train 0.032853 33343 train 0.034029 33344 train 0.031997 33345 train 0.032207 33346 train 0.027547 33347 train 0.031937 33348 train 0.029560 33349 train 0.031712 33350 val 18.8696 33350 train 0.031248 33351 train 0.030463 33352 train 0.031878 33353 train 0.032474 33354 train 0.031922 33355 train 0.032153 33356 train 0.028642 33357 train 0.028622 33358 train 0.029297 33359 train 0.031960 33360 train 0.030295 33361 train 0.033017 33362 train 0.032635 33363 train 0.031851 33364 train 0.035092 33365 train 0.038938 33366 train 0.035154 33367 train 0.032923 33368 train 0.028903 33369 train 0.029627 33370 train 0.033338 33371 train 0.029528 33372 train 0.034382 33373 train 0.037434 33374 train 0.032250 33375 val 19.0617 33375 train 0.029888 33376 train 0.031067 33377 train 0.030431 33378 train 0.030136 33379 train 0.028838 33380 train 0.030292 33381 train 0.029150 33382 train 0.031579 33383 train 0.032361 33384 train 0.027743 33385 train 0.029064 33386 train 0.031668 33387 train 0.032796 33388 train 0.030321 33389 train 0.028656 33390 train 0.032505 33391 train 0.030558 33392 train 0.031566 33393 train 0.030085 33394 train 0.029300 33395 train 0.027659 33396 train 0.029060 33397 train 0.028671 33398 train 0.031333 33399 train 0.028713 33400 val 18.9399 33400 train 0.031731 33401 train 0.034449 33402 train 0.036968 33403 train 0.033005 33404 train 0.031515 33405 train 0.030796 33406 train 0.030865 33407 train 0.031584 33408 train 0.033321 33409 train 0.033192 33410 train 0.033588 33411 train 0.034213 33412 train 0.033692 33413 train 0.029235 33414 train 0.028143 33415 train 0.031083 33416 train 0.029543 33417 train 0.031187 33418 train 0.027424 33419 train 0.028270 33420 train 0.028429 33421 train 0.031779 33422 train 0.033870 33423 train 0.032026 33424 train 0.030585 33425 val 18.9887 33425 train 0.032835 33426 train 0.031642 33427 train 0.029204 33428 train 0.032472 33429 train 0.028989 33430 train 0.033878 33431 train 0.032345 33432 train 0.029077 33433 train 0.028873 33434 train 0.034059 33435 train 0.032183 33436 train 0.030642 33437 train 0.032146 33438 train 0.031384 33439 train 0.029395 33440 train 0.027939 33441 train 0.028504 33442 train 0.032185 33443 train 0.031534 33444 train 0.034132 33445 train 0.030297 33446 train 0.033433 33447 train 0.030663 33448 train 0.030428 33449 train 0.030758 33450 val 18.9856 33450 train 0.032137 33451 train 0.034605 33452 train 0.030991 33453 train 0.029486 33454 train 0.029053 33455 train 0.028673 33456 train 0.028721 33457 train 0.028961 33458 train 0.037224 33459 train 0.029987 33460 train 0.030333 33461 train 0.032644 33462 train 0.030206 33463 train 0.028020 33464 train 0.035528 33465 train 0.030377 33466 train 0.032154 33467 train 0.030950 33468 train 0.030791 33469 train 0.035041 33470 train 0.033873 33471 train 0.031484 33472 train 0.032052 33473 train 0.041216 33474 train 0.027322 33475 val 19.0408 33475 train 0.031847 33476 train 0.028100 33477 train 0.028815 33478 train 0.030782 33479 train 0.033380 33480 train 0.030747 33481 train 0.034276 33482 train 0.030343 33483 train 0.028604 33484 train 0.029793 33485 train 0.030427 33486 train 0.034192 33487 train 0.030852 33488 train 0.028777 33489 train 0.030933 33490 train 0.027719 33491 train 0.029543 33492 train 0.032538 33493 train 0.033077 33494 train 0.033555 33495 train 0.031327 33496 train 0.033816 33497 train 0.034642 33498 train 0.032049 33499 train 0.027484 33500 val 18.9876 33500 train 0.032024 33501 train 0.031800 33502 train 0.032958 33503 train 0.031505 33504 train 0.033870 33505 train 0.035471 33506 train 0.031277 33507 train 0.031017 33508 train 0.035291 33509 train 0.033410 33510 train 0.031370 33511 train 0.030831 33512 train 0.034314 33513 train 0.033237 33514 train 0.031419 33515 train 0.035124 33516 train 0.033478 33517 train 0.030797 33518 train 0.031103 33519 train 0.029686 33520 train 0.033012 33521 train 0.029839 33522 train 0.037750 33523 train 0.029782 33524 train 0.030354 33525 val 18.9760 33525 train 0.033136 33526 train 0.030744 33527 train 0.031007 33528 train 0.031878 33529 train 0.030822 33530 train 0.033471 33531 train 0.033571 33532 train 0.035195 33533 train 0.033317 33534 train 0.034319 33535 train 0.033778 33536 train 0.033075 33537 train 0.029628 33538 train 0.029792 33539 train 0.036485 33540 train 0.037501 33541 train 0.031600 33542 train 0.028346 33543 train 0.029080 33544 train 0.029088 33545 train 0.031619 33546 train 0.034314 33547 train 0.031901 33548 train 0.034834 33549 train 0.034406 33550 val 18.9901 33550 train 0.032301 33551 train 0.033034 33552 train 0.033350 33553 train 0.033351 33554 train 0.030593 33555 train 0.027859 33556 train 0.028758 33557 train 0.031669 33558 train 0.031778 33559 train 0.030562 33560 train 0.027583 33561 train 0.028965 33562 train 0.032527 33563 train 0.029777 33564 train 0.034546 33565 train 0.029401 33566 train 0.033931 33567 train 0.029932 33568 train 0.033097 33569 train 0.034332 33570 train 0.034368 33571 train 0.033477 33572 train 0.035568 33573 train 0.032973 33574 train 0.031322 33575 val 18.9372 33575 train 0.033800 33576 train 0.048495 33577 train 0.034122 33578 train 0.028132 33579 train 0.031696 33580 train 0.030963 33581 train 0.030150 33582 train 0.031230 33583 train 0.032840 33584 train 0.032780 33585 train 0.035262 33586 train 0.028574 33587 train 0.029671 33588 train 0.032001 33589 train 0.034729 33590 train 0.028133 33591 train 0.030047 33592 train 0.028911 33593 train 0.032275 33594 train 0.030756 33595 train 0.029542 33596 train 0.028785 33597 train 0.030103 33598 train 0.031607 33599 train 0.029587 33600 val 19.0209 33600 train 0.030961 33601 train 0.033231 33602 train 0.027280 33603 train 0.028902 33604 train 0.031391 33605 train 0.031190 33606 train 0.029584 33607 train 0.033660 33608 train 0.033526 33609 train 0.029291 33610 train 0.029945 33611 train 0.034506 33612 train 0.032046 33613 train 0.036780 33614 train 0.029024 33615 train 0.031050 33616 train 0.029985 33617 train 0.031349 33618 train 0.032886 33619 train 0.033631 33620 train 0.031354 33621 train 0.030679 33622 train 0.026497 33623 train 0.030991 33624 train 0.028110 33625 val 19.0419 33625 train 0.034510 33626 train 0.030996 33627 train 0.033262 33628 train 0.030323 33629 train 0.032380 33630 train 0.031133 33631 train 0.034991 33632 train 0.031200 33633 train 0.033821 33634 train 0.039595 33635 train 0.027729 33636 train 0.031042 33637 train 0.032687 33638 train 0.028302 33639 train 0.029451 33640 train 0.028767 33641 train 0.030580 33642 train 0.030019 33643 train 0.033363 33644 train 0.030584 33645 train 0.030467 33646 train 0.025676 33647 train 0.032387 33648 train 0.029772 33649 train 0.032953 33650 val 18.9750 33650 train 0.027567 33651 train 0.033096 33652 train 0.033361 33653 train 0.030475 33654 train 0.031425 33655 train 0.035491 33656 train 0.035810 33657 train 0.031147 33658 train 0.031554 33659 train 0.030040 33660 train 0.026740 33661 train 0.039741 33662 train 0.029374 33663 train 0.034212 33664 train 0.031333 33665 train 0.029921 33666 train 0.033014 33667 train 0.031813 33668 train 0.027879 33669 train 0.030026 33670 train 0.036351 33671 train 0.031224 33672 train 0.031643 33673 train 0.034628 33674 train 0.028662 33675 val 18.9443 33675 train 0.031803 33676 train 0.032448 33677 train 0.033269 33678 train 0.033776 33679 train 0.037000 33680 train 0.029504 33681 train 0.026850 33682 train 0.029960 33683 train 0.038209 33684 train 0.029567 33685 train 0.029835 33686 train 0.026370 33687 train 0.033060 33688 train 0.029231 33689 train 0.030962 33690 train 0.030948 33691 train 0.031400 33692 train 0.030937 33693 train 0.033585 33694 train 0.031557 33695 train 0.032120 33696 train 0.031871 33697 train 0.034054 33698 train 0.028837 33699 train 0.030222 33700 val 19.1173 33700 train 0.031308 33701 train 0.033191 33702 train 0.031600 33703 train 0.030327 33704 train 0.027581 33705 train 0.030966 33706 train 0.029604 33707 train 0.031405 33708 train 0.028287 33709 train 0.031032 33710 train 0.027204 33711 train 0.031702 33712 train 0.031236 33713 train 0.030817 33714 train 0.033809 33715 train 0.031032 33716 train 0.028947 33717 train 0.029842 33718 train 0.031819 33719 train 0.035012 33720 train 0.030438 33721 train 0.030147 33722 train 0.029082 33723 train 0.027414 33724 train 0.028034 33725 val 19.0107 33725 train 0.030012 33726 train 0.032333 33727 train 0.030633 33728 train 0.030686 33729 train 0.030124 33730 train 0.030862 33731 train 0.029871 33732 train 0.033162 33733 train 0.030532 33734 train 0.029046 33735 train 0.031254 33736 train 0.032460 33737 train 0.032786 33738 train 0.036233 33739 train 0.036681 33740 train 0.027762 33741 train 0.033343 33742 train 0.033815 33743 train 0.028207 33744 train 0.030792 33745 train 0.035544 33746 train 0.029807 33747 train 0.034075 33748 train 0.031629 33749 train 0.030433 33750 val 19.0556 33750 train 0.031134 33751 train 0.027008 33752 train 0.029479 33753 train 0.033497 33754 train 0.033445 33755 train 0.033562 33756 train 0.028414 33757 train 0.031300 33758 train 0.033585 33759 train 0.030921 33760 train 0.030829 33761 train 0.029731 33762 train 0.032538 33763 train 0.028444 33764 train 0.032028 33765 train 0.030291 33766 train 0.027653 33767 train 0.030597 33768 train 0.035303 33769 train 0.031689 33770 train 0.032633 33771 train 0.029402 33772 train 0.033624 33773 train 0.033054 33774 train 0.027447 33775 val 19.1394 33775 train 0.035492 33776 train 0.031484 33777 train 0.030692 33778 train 0.035181 33779 train 0.032409 33780 train 0.029126 33781 train 0.029643 33782 train 0.029348 33783 train 0.032860 33784 train 0.032333 33785 train 0.032637 33786 train 0.032430 33787 train 0.030332 33788 train 0.028381 33789 train 0.030894 33790 train 0.032853 33791 train 0.028759 33792 train 0.028728 33793 train 0.031544 33794 train 0.033374 33795 train 0.029775 33796 train 0.029134 33797 train 0.029845 33798 train 0.033016 33799 train 0.029297 33800 val 19.1164 33800 train 0.031612 33801 train 0.031845 33802 train 0.030310 33803 train 0.031082 33804 train 0.031448 33805 train 0.027717 33806 train 0.031244 33807 train 0.029240 33808 train 0.034206 33809 train 0.032796 33810 train 0.030673 33811 train 0.033820 33812 train 0.028454 33813 train 0.030563 33814 train 0.033986 33815 train 0.033335 33816 train 0.032664 33817 train 0.030171 33818 train 0.035172 33819 train 0.036969 33820 train 0.031589 33821 train 0.032630 33822 train 0.028811 33823 train 0.041668 33824 train 0.028710 33825 val 19.1761 33825 train 0.032213 33826 train 0.032862 33827 train 0.027543 33828 train 0.029779 33829 train 0.033427 33830 train 0.031541 33831 train 0.032597 33832 train 0.032938 33833 train 0.031131 33834 train 0.032018 33835 train 0.035322 33836 train 0.036471 33837 train 0.034069 33838 train 0.028394 33839 train 0.031634 33840 train 0.030908 33841 train 0.027893 33842 train 0.032636 33843 train 0.031075 33844 train 0.034082 33845 train 0.031858 33846 train 0.030457 33847 train 0.030405 33848 train 0.030589 33849 train 0.032763 33850 val 19.0990 33850 train 0.033382 33851 train 0.031097 33852 train 0.034406 33853 train 0.032454 33854 train 0.032619 33855 train 0.032492 33856 train 0.032591 33857 train 0.029713 33858 train 0.030892 33859 train 0.043961 33860 train 0.029997 33861 train 0.031059 33862 train 0.031421 33863 train 0.030946 33864 train 0.031643 33865 train 0.032025 33866 train 0.032129 33867 train 0.031616 33868 train 0.033303 33869 train 0.035163 33870 train 0.031263 33871 train 0.034055 33872 train 0.035079 33873 train 0.032702 33874 train 0.030689 33875 val 19.0998 33875 train 0.031623 33876 train 0.028338 33877 train 0.031948 33878 train 0.033761 33879 train 0.033036 33880 train 0.034699 33881 train 0.031859 33882 train 0.030586 33883 train 0.028184 33884 train 0.030596 33885 train 0.031093 33886 train 0.028479 33887 train 0.031262 33888 train 0.031876 33889 train 0.030743 33890 train 0.030062 33891 train 0.028849 33892 train 0.034337 33893 train 0.026687 33894 train 0.031114 33895 train 0.033127 33896 train 0.029456 33897 train 0.032854 33898 train 0.030602 33899 train 0.029123 33900 val 19.1205 33900 train 0.032779 33901 train 0.034435 33902 train 0.028923 33903 train 0.033022 33904 train 0.029681 33905 train 0.027785 33906 train 0.029608 33907 train 0.032345 33908 train 0.028832 33909 train 0.034741 33910 train 0.032311 33911 train 0.034436 33912 train 0.029680 33913 train 0.032098 33914 train 0.033830 33915 train 0.031502 33916 train 0.029228 33917 train 0.028002 33918 train 0.029740 33919 train 0.029862 33920 train 0.035323 33921 train 0.030903 33922 train 0.029725 33923 train 0.028132 33924 train 0.030094 33925 val 19.1019 33925 train 0.027456 33926 train 0.030954 33927 train 0.033134 33928 train 0.035997 33929 train 0.027511 33930 train 0.033036 33931 train 0.030562 33932 train 0.032185 33933 train 0.027979 33934 train 0.030630 33935 train 0.030446 33936 train 0.033878 33937 train 0.028717 33938 train 0.032560 33939 train 0.033502 33940 train 0.033495 33941 train 0.032482 33942 train 0.027752 33943 train 0.028846 33944 train 0.028016 33945 train 0.029349 33946 train 0.029276 33947 train 0.031478 33948 train 0.031313 33949 train 0.029985 33950 val 19.1399 33950 train 0.032635 33951 train 0.031708 33952 train 0.033582 33953 train 0.030976 33954 train 0.033723 33955 train 0.030283 33956 train 0.032643 33957 train 0.032296 33958 train 0.029717 33959 train 0.029397 33960 train 0.033020 33961 train 0.033499 33962 train 0.028546 33963 train 0.029130 33964 train 0.030806 33965 train 0.029902 33966 train 0.033150 33967 train 0.031350 33968 train 0.031390 33969 train 0.029796 33970 train 0.031973 33971 train 0.030152 33972 train 0.028118 33973 train 0.029764 33974 train 0.040680 33975 val 19.0839 33975 train 0.030008 33976 train 0.031266 33977 train 0.030759 33978 train 0.029394 33979 train 0.033275 33980 train 0.028908 33981 train 0.028448 33982 train 0.027213 33983 train 0.030189 33984 train 0.032722 33985 train 0.030316 33986 train 0.032739 33987 train 0.029592 33988 train 0.028864 33989 train 0.032283 33990 train 0.030523 33991 train 0.032518 33992 train 0.035255 33993 train 0.031525 33994 train 0.028196 33995 train 0.033340 33996 train 0.035472 33997 train 0.032963 33998 train 0.031933 33999 train 0.031531 34000 val 19.0771 34000 train 0.030403 34001 train 0.033326 34002 train 0.028561 34003 train 0.032405 34004 train 0.031255 34005 train 0.030553 34006 train 0.031170 34007 train 0.030540 34008 train 0.028125 34009 train 0.030494 34010 train 0.036802 34011 train 0.031315 34012 train 0.032393 34013 train 0.032791 34014 train 0.032718 34015 train 0.034624 34016 train 0.029327 34017 train 0.029545 34018 train 0.028396 34019 train 0.031658 34020 train 0.029237 34021 train 0.028299 34022 train 0.032588 34023 train 0.031581 34024 train 0.030478 34025 val 19.2147 34025 train 0.030481 34026 train 0.029066 34027 train 0.031580 34028 train 0.029604 34029 train 0.027455 34030 train 0.028843 34031 train 0.034103 34032 train 0.033421 34033 train 0.031919 34034 train 0.027772 34035 train 0.030604 34036 train 0.034917 34037 train 0.034934 34038 train 0.034925 34039 train 0.032641 34040 train 0.031411 34041 train 0.033968 34042 train 0.030421 34043 train 0.029365 34044 train 0.031167 34045 train 0.034129 34046 train 0.031075 34047 train 0.030769 34048 train 0.032600 34049 train 0.028476 34050 val 19.0833 34050 train 0.033357 34051 train 0.028454 34052 train 0.030566 34053 train 0.029810 34054 train 0.031114 34055 train 0.030324 34056 train 0.031212 34057 train 0.029936 34058 train 0.029554 34059 train 0.031461 34060 train 0.031760 34061 train 0.030533 34062 train 0.031238 34063 train 0.031990 34064 train 0.032760 34065 train 0.028689 34066 train 0.029882 34067 train 0.032330 34068 train 0.029507 34069 train 0.031428 34070 train 0.030179 34071 train 0.029820 34072 train 0.031096 34073 train 0.032445 34074 train 0.030962 34075 val 19.1008 34075 train 0.032128 34076 train 0.034780 34077 train 0.033292 34078 train 0.033727 34079 train 0.033891 34080 train 0.031007 34081 train 0.035795 34082 train 0.028082 34083 train 0.030024 34084 train 0.029293 34085 train 0.031060 34086 train 0.029300 34087 train 0.029216 34088 train 0.031367 34089 train 0.030058 34090 train 0.030733 34091 train 0.031231 34092 train 0.031161 34093 train 0.030903 34094 train 0.030533 34095 train 0.031174 34096 train 0.031078 34097 train 0.031450 34098 train 0.033053 34099 train 0.029695 34100 val 19.1045 34100 train 0.034214 34101 train 0.031419 34102 train 0.031660 34103 train 0.036642 34104 train 0.028814 34105 train 0.031138 34106 train 0.031978 34107 train 0.030178 34108 train 0.031370 34109 train 0.032480 34110 train 0.029682 34111 train 0.031894 34112 train 0.032697 34113 train 0.034721 34114 train 0.031716 34115 train 0.031775 34116 train 0.034681 34117 train 0.033901 34118 train 0.028753 34119 train 0.027965 34120 train 0.031421 34121 train 0.030797 34122 train 0.032043 34123 train 0.029525 34124 train 0.033728 34125 val 19.1412 34125 train 0.031932 34126 train 0.031268 34127 train 0.030922 34128 train 0.028143 34129 train 0.029598 34130 train 0.030964 34131 train 0.027393 34132 train 0.032253 34133 train 0.031619 34134 train 0.030283 34135 train 0.030665 34136 train 0.035937 34137 train 0.031394 34138 train 0.032890 34139 train 0.034741 34140 train 0.029024 34141 train 0.033498 34142 train 0.037169 34143 train 0.027266 34144 train 0.030165 34145 train 0.027229 34146 train 0.029748 34147 train 0.028147 34148 train 0.029928 34149 train 0.029115 34150 val 19.1210 34150 train 0.027193 34151 train 0.030882 34152 train 0.031629 34153 train 0.028570 34154 train 0.035178 34155 train 0.031153 34156 train 0.030513 34157 train 0.029076 34158 train 0.030300 34159 train 0.029399 34160 train 0.031046 34161 train 0.030597 34162 train 0.035583 34163 train 0.027825 34164 train 0.028602 34165 train 0.029444 34166 train 0.029972 34167 train 0.027178 34168 train 0.030872 34169 train 0.031586 34170 train 0.030916 34171 train 0.028074 34172 train 0.029749 34173 train 0.031975 34174 train 0.033066 34175 val 19.1025 34175 train 0.031029 34176 train 0.027291 34177 train 0.030019 34178 train 0.029849 34179 train 0.028091 34180 train 0.028798 34181 train 0.030924 34182 train 0.032318 34183 train 0.030840 34184 train 0.028687 34185 train 0.029870 34186 train 0.027634 34187 train 0.031638 34188 train 0.030343 34189 train 0.030458 34190 train 0.031544 34191 train 0.029503 34192 train 0.029501 34193 train 0.026665 34194 train 0.029865 34195 train 0.033377 34196 train 0.032293 34197 train 0.030244 34198 train 0.042084 34199 train 0.028974 34200 val 19.1270 34200 train 0.030853 34201 train 0.028639 34202 train 0.031368 34203 train 0.033486 34204 train 0.031335 34205 train 0.031266 34206 train 0.029931 34207 train 0.029425 34208 train 0.027119 34209 train 0.030591 34210 train 0.035870 34211 train 0.026166 34212 train 0.031275 34213 train 0.030721 34214 train 0.027737 34215 train 0.030779 34216 train 0.029980 34217 train 0.031727 34218 train 0.032696 34219 train 0.030807 34220 train 0.027611 34221 train 0.027706 34222 train 0.031862 34223 train 0.032211 34224 train 0.031253 34225 val 19.1679 34225 train 0.029560 34226 train 0.026954 34227 train 0.031046 34228 train 0.031625 34229 train 0.030017 34230 train 0.025737 34231 train 0.029968 34232 train 0.030916 34233 train 0.027404 34234 train 0.034088 34235 train 0.028160 34236 train 0.031733 34237 train 0.031680 34238 train 0.035731 34239 train 0.031324 34240 train 0.030733 34241 train 0.032168 34242 train 0.035391 34243 train 0.034674 34244 train 0.028683 34245 train 0.029983 34246 train 0.031484 34247 train 0.029205 34248 train 0.031527 34249 train 0.035278 34250 val 19.2028 34250 train 0.030452 34251 train 0.031510 34252 train 0.032591 34253 train 0.030061 34254 train 0.031477 34255 train 0.032779 34256 train 0.031219 34257 train 0.033074 34258 train 0.035959 34259 train 0.030240 34260 train 0.027836 34261 train 0.029804 34262 train 0.027382 34263 train 0.028968 34264 train 0.026682 34265 train 0.031909 34266 train 0.032343 34267 train 0.031348 34268 train 0.029957 34269 train 0.028205 34270 train 0.032552 34271 train 0.028016 34272 train 0.030627 34273 train 0.030058 34274 train 0.033482 34275 val 19.1465 34275 train 0.028624 34276 train 0.029783 34277 train 0.036014 34278 train 0.034104 34279 train 0.031869 34280 train 0.029072 34281 train 0.033308 34282 train 0.032287 34283 train 0.029302 34284 train 0.033796 34285 train 0.033174 34286 train 0.034698 34287 train 0.032263 34288 train 0.034157 34289 train 0.031194 34290 train 0.029154 34291 train 0.026203 34292 train 0.033371 34293 train 0.031950 34294 train 0.031393 34295 train 0.027852 34296 train 0.027126 34297 train 0.033392 34298 train 0.030610 34299 train 0.033591 34300 val 19.0523 34300 train 0.034687 34301 train 0.030501 34302 train 0.032862 34303 train 0.031145 34304 train 0.030588 34305 train 0.027309 34306 train 0.029811 34307 train 0.033483 34308 train 0.031420 34309 train 0.027628 34310 train 0.031323 34311 train 0.027450 34312 train 0.028359 34313 train 0.030536 34314 train 0.032641 34315 train 0.029534 34316 train 0.033907 34317 train 0.037000 34318 train 0.030288 34319 train 0.028354 34320 train 0.028867 34321 train 0.038788 34322 train 0.034983 34323 train 0.030749 34324 train 0.029469 34325 val 19.0575 34325 train 0.043444 34326 train 0.032356 34327 train 0.029556 34328 train 0.032765 34329 train 0.031923 34330 train 0.028404 34331 train 0.032496 34332 train 0.030655 34333 train 0.032309 34334 train 0.032246 34335 train 0.033628 34336 train 0.031292 34337 train 0.029065 34338 train 0.036639 34339 train 0.027434 34340 train 0.030409 34341 train 0.032316 34342 train 0.031847 34343 train 0.032653 34344 train 0.029323 34345 train 0.029671 34346 train 0.030864 34347 train 0.035081 34348 train 0.031327 34349 train 0.030563 34350 val 19.1826 34350 train 0.028907 34351 train 0.031847 34352 train 0.033440 34353 train 0.030818 34354 train 0.031167 34355 train 0.032904 34356 train 0.029214 34357 train 0.034444 34358 train 0.032870 34359 train 0.034661 34360 train 0.035802 34361 train 0.039372 34362 train 0.030842 34363 train 0.028837 34364 train 0.033782 34365 train 0.035430 34366 train 0.030392 34367 train 0.030791 34368 train 0.029678 34369 train 0.031995 34370 train 0.033769 34371 train 0.030944 34372 train 0.030706 34373 train 0.032172 34374 train 0.031219 34375 val 19.1273 34375 train 0.027638 34376 train 0.031197 34377 train 0.030322 34378 train 0.031184 34379 train 0.028171 34380 train 0.032130 34381 train 0.033260 34382 train 0.031527 34383 train 0.029890 34384 train 0.031200 34385 train 0.032138 34386 train 0.036595 34387 train 0.030561 34388 train 0.037408 34389 train 0.030240 34390 train 0.030461 34391 train 0.030183 34392 train 0.028849 34393 train 0.031007 34394 train 0.028983 34395 train 0.032407 34396 train 0.032377 34397 train 0.048968 34398 train 0.033642 34399 train 0.031664 34400 val 19.1034 34400 train 0.028304 34401 train 0.031923 34402 train 0.029415 34403 train 0.031733 34404 train 0.030316 34405 train 0.031353 34406 train 0.032597 34407 train 0.033916 34408 train 0.037074 34409 train 0.030127 34410 train 0.026917 34411 train 0.027191 34412 train 0.029758 34413 train 0.033439 34414 train 0.031558 34415 train 0.033122 34416 train 0.028661 34417 train 0.029764 34418 train 0.032955 34419 train 0.032007 34420 train 0.032084 34421 train 0.033674 34422 train 0.031669 34423 train 0.029208 34424 train 0.037130 34425 val 19.1510 34425 train 0.031563 34426 train 0.028575 34427 train 0.031918 34428 train 0.030500 34429 train 0.030086 34430 train 0.028522 34431 train 0.030248 34432 train 0.029131 34433 train 0.028694 34434 train 0.031819 34435 train 0.030250 34436 train 0.028684 34437 train 0.031742 34438 train 0.029521 34439 train 0.028708 34440 train 0.030351 34441 train 0.030438 34442 train 0.031547 34443 train 0.031199 34444 train 0.033460 34445 train 0.027507 34446 train 0.027728 34447 train 0.030575 34448 train 0.031094 34449 train 0.031718 34450 val 19.1256 34450 train 0.028753 34451 train 0.029919 34452 train 0.033001 34453 train 0.031429 34454 train 0.027934 34455 train 0.027043 34456 train 0.031157 34457 train 0.026968 34458 train 0.029837 34459 train 0.030033 34460 train 0.030406 34461 train 0.030481 34462 train 0.025535 34463 train 0.030547 34464 train 0.030470 34465 train 0.032795 34466 train 0.028259 34467 train 0.032384 34468 train 0.032965 34469 train 0.030880 34470 train 0.028904 34471 train 0.029555 34472 train 0.030032 34473 train 0.029601 34474 train 0.029182 34475 val 19.0953 34475 train 0.025340 34476 train 0.029790 34477 train 0.030676 34478 train 0.030403 34479 train 0.029079 34480 train 0.027563 34481 train 0.030316 34482 train 0.028254 34483 train 0.029405 34484 train 0.031507 34485 train 0.030970 34486 train 0.032043 34487 train 0.030737 34488 train 0.029540 34489 train 0.031537 34490 train 0.032245 34491 train 0.026147 34492 train 0.029059 34493 train 0.027321 34494 train 0.028260 34495 train 0.029116 34496 train 0.027985 34497 train 0.030268 34498 train 0.029538 34499 train 0.030627 34500 val 19.1574 34500 train 0.034690 34501 train 0.031491 34502 train 0.031829 34503 train 0.032092 34504 train 0.032049 34505 train 0.032124 34506 train 0.029096 34507 train 0.030533 34508 train 0.029437 34509 train 0.031153 34510 train 0.029284 34511 train 0.030376 34512 train 0.030180 34513 train 0.030536 34514 train 0.031500 34515 train 0.028055 34516 train 0.025907 34517 train 0.030480 34518 train 0.032243 34519 train 0.030389 34520 train 0.027105 34521 train 0.028496 34522 train 0.031378 34523 train 0.035166 34524 train 0.030216 34525 val 19.1388 34525 train 0.031150 34526 train 0.034202 34527 train 0.030737 34528 train 0.030789 34529 train 0.035338 34530 train 0.032697 34531 train 0.030147 34532 train 0.028019 34533 train 0.032312 34534 train 0.027407 34535 train 0.029872 34536 train 0.033715 34537 train 0.032692 34538 train 0.031237 34539 train 0.031938 34540 train 0.036210 34541 train 0.035342 34542 train 0.030375 34543 train 0.033682 34544 train 0.031633 34545 train 0.032494 34546 train 0.033322 34547 train 0.033949 34548 train 0.029455 34549 train 0.031194 34550 val 19.1355 34550 train 0.030528 34551 train 0.028734 34552 train 0.026861 34553 train 0.032517 34554 train 0.034651 34555 train 0.031902 34556 train 0.031325 34557 train 0.029814 34558 train 0.032742 34559 train 0.033095 34560 train 0.028242 34561 train 0.028539 34562 train 0.032651 34563 train 0.031430 34564 train 0.033107 34565 train 0.032584 34566 train 0.030003 34567 train 0.031559 34568 train 0.032764 34569 train 0.031632 34570 train 0.030086 34571 train 0.027462 34572 train 0.032890 34573 train 0.035646 34574 train 0.031468 34575 val 19.0656 34575 train 0.030574 34576 train 0.033451 34577 train 0.031079 34578 train 0.032309 34579 train 0.028590 34580 train 0.033290 34581 train 0.031933 34582 train 0.033509 34583 train 0.034583 34584 train 0.031467 34585 train 0.031362 34586 train 0.033969 34587 train 0.035189 34588 train 0.028019 34589 train 0.031956 34590 train 0.034842 34591 train 0.033943 34592 train 0.030738 34593 train 0.032410 34594 train 0.028856 34595 train 0.033191 34596 train 0.028629 34597 train 0.032298 34598 train 0.029416 34599 train 0.028189 34600 val 19.0996 34600 train 0.029525 34601 train 0.026961 34602 train 0.029361 34603 train 0.032200 34604 train 0.028050 34605 train 0.032766 34606 train 0.034190 34607 train 0.029156 34608 train 0.032590 34609 train 0.034306 34610 train 0.033204 34611 train 0.032682 34612 train 0.036634 34613 train 0.037996 34614 train 0.030387 34615 train 0.032934 34616 train 0.037060 34617 train 0.030044 34618 train 0.032216 34619 train 0.030175 34620 train 0.025922 34621 train 0.030013 34622 train 0.031139 34623 train 0.043304 34624 train 0.029340 34625 val 19.0781 34625 train 0.030559 34626 train 0.031572 34627 train 0.030275 34628 train 0.028172 34629 train 0.032529 34630 train 0.025447 34631 train 0.027789 34632 train 0.034407 34633 train 0.029574 34634 train 0.032476 34635 train 0.028535 34636 train 0.029877 34637 train 0.028898 34638 train 0.030035 34639 train 0.029159 34640 train 0.028523 34641 train 0.031477 34642 train 0.033598 34643 train 0.029607 34644 train 0.030269 34645 train 0.031513 34646 train 0.033600 34647 train 0.033180 34648 train 0.034355 34649 train 0.037893 34650 val 19.1245 34650 train 0.031507 34651 train 0.033466 34652 train 0.034266 34653 train 0.032050 34654 train 0.036592 34655 train 0.033181 34656 train 0.032066 34657 train 0.030065 34658 train 0.031387 34659 train 0.037011 34660 train 0.031504 34661 train 0.030667 34662 train 0.031507 34663 train 0.033821 34664 train 0.030718 34665 train 0.031705 34666 train 0.030274 34667 train 0.029593 34668 train 0.033519 34669 train 0.032024 34670 train 0.031106 34671 train 0.030856 34672 train 0.032386 34673 train 0.030160 34674 train 0.031922 34675 val 19.0607 34675 train 0.034683 34676 train 0.030389 34677 train 0.031542 34678 train 0.029465 34679 train 0.026835 34680 train 0.028643 34681 train 0.028131 34682 train 0.030340 34683 train 0.028961 34684 train 0.030426 34685 train 0.030387 34686 train 0.033651 34687 train 0.028705 34688 train 0.031739 34689 train 0.037984 34690 train 0.033257 34691 train 0.025697 34692 train 0.038648 34693 train 0.029873 34694 train 0.031035 34695 train 0.030379 34696 train 0.032116 34697 train 0.029721 34698 train 0.031213 34699 train 0.030767 34700 val 19.0555 34700 train 0.028124 34701 train 0.029596 34702 train 0.030007 34703 train 0.030879 34704 train 0.029767 34705 train 0.029155 34706 train 0.030801 34707 train 0.030577 34708 train 0.037567 34709 train 0.029574 34710 train 0.031959 34711 train 0.034583 34712 train 0.030812 34713 train 0.032726 34714 train 0.029591 34715 train 0.030368 34716 train 0.030073 34717 train 0.027193 34718 train 0.034979 34719 train 0.029457 34720 train 0.027273 34721 train 0.029213 34722 train 0.035519 34723 train 0.030917 34724 train 0.033035 34725 val 19.0702 34725 train 0.030512 34726 train 0.029092 34727 train 0.031434 34728 train 0.034094 34729 train 0.027601 34730 train 0.032676 34731 train 0.030557 34732 train 0.028776 34733 train 0.031395 34734 train 0.030157 34735 train 0.029132 34736 train 0.029598 34737 train 0.030556 34738 train 0.028640 34739 train 0.034439 34740 train 0.030578 34741 train 0.026948 34742 train 0.027641 34743 train 0.029676 34744 train 0.027100 34745 train 0.030791 34746 train 0.029437 34747 train 0.031453 34748 train 0.026556 34749 train 0.032950 34750 val 19.1064 34750 train 0.031507 34751 train 0.029701 34752 train 0.032539 34753 train 0.032036 34754 train 0.048662 34755 train 0.031253 34756 train 0.028635 34757 train 0.027639 34758 train 0.033710 34759 train 0.031983 34760 train 0.031558 34761 train 0.030409 34762 train 0.031719 34763 train 0.029832 34764 train 0.030891 34765 train 0.028647 34766 train 0.035584 34767 train 0.031614 34768 train 0.028650 34769 train 0.029795 34770 train 0.029629 34771 train 0.031619 34772 train 0.032883 34773 train 0.038817 34774 train 0.031585 34775 val 19.0306 34775 train 0.034923 34776 train 0.040571 34777 train 0.030150 34778 train 0.027689 34779 train 0.035326 34780 train 0.028995 34781 train 0.031361 34782 train 0.026866 34783 train 0.026735 34784 train 0.029303 34785 train 0.029435 34786 train 0.027227 34787 train 0.030690 34788 train 0.027884 34789 train 0.028440 34790 train 0.033970 34791 train 0.031688 34792 train 0.032987 34793 train 0.029225 34794 train 0.028471 34795 train 0.031424 34796 train 0.036393 34797 train 0.029862 34798 train 0.031997 34799 train 0.030336 34800 val 19.1286 34800 train 0.027786 34801 train 0.028250 34802 train 0.032050 34803 train 0.027487 34804 train 0.029090 34805 train 0.028691 34806 train 0.031784 34807 train 0.028420 34808 train 0.027527 34809 train 0.034945 34810 train 0.031222 34811 train 0.029490 34812 train 0.027965 34813 train 0.028485 34814 train 0.028094 34815 train 0.039314 34816 train 0.029117 34817 train 0.027821 34818 train 0.030562 34819 train 0.027908 34820 train 0.028729 34821 train 0.033151 34822 train 0.028764 34823 train 0.031615 34824 train 0.030539 34825 val 19.1748 34825 train 0.030335 34826 train 0.031453 34827 train 0.029587 34828 train 0.030552 34829 train 0.030871 34830 train 0.031977 34831 train 0.029691 34832 train 0.029530 34833 train 0.029256 34834 train 0.032622 34835 train 0.032199 34836 train 0.033446 34837 train 0.033507 34838 train 0.032285 34839 train 0.028327 34840 train 0.029118 34841 train 0.028896 34842 train 0.032560 34843 train 0.029179 34844 train 0.030360 34845 train 0.029352 34846 train 0.030666 34847 train 0.032298 34848 train 0.028519 34849 train 0.026368 34850 val 19.1530 34850 train 0.029338 34851 train 0.033230 34852 train 0.031922 34853 train 0.031206 34854 train 0.027965 34855 train 0.030372 34856 train 0.029643 34857 train 0.037398 34858 train 0.032612 34859 train 0.033097 34860 train 0.028585 34861 train 0.031078 34862 train 0.031514 34863 train 0.033704 34864 train 0.034133 34865 train 0.032993 34866 train 0.026417 34867 train 0.030704 34868 train 0.028655 34869 train 0.030596 34870 train 0.030626 34871 train 0.032581 34872 train 0.034272 34873 train 0.028428 34874 train 0.030167 34875 val 19.0774 34875 train 0.028855 34876 train 0.029970 34877 train 0.029225 34878 train 0.033860 34879 train 0.031234 34880 train 0.034498 34881 train 0.030860 34882 train 0.030078 34883 train 0.027979 34884 train 0.030678 34885 train 0.028891 34886 train 0.030743 34887 train 0.036110 34888 train 0.031094 34889 train 0.030338 34890 train 0.031064 34891 train 0.031428 34892 train 0.026976 34893 train 0.029683 34894 train 0.028193 34895 train 0.031835 34896 train 0.029735 34897 train 0.031316 34898 train 0.036844 34899 train 0.033256 34900 val 19.1036 34900 train 0.029996 34901 train 0.028134 34902 train 0.031506 34903 train 0.027869 34904 train 0.031376 34905 train 0.029695 34906 train 0.031478 34907 train 0.028504 34908 train 0.030956 34909 train 0.029745 34910 train 0.030129 34911 train 0.027481 34912 train 0.031814 34913 train 0.032004 34914 train 0.029024 34915 train 0.029556 34916 train 0.036539 34917 train 0.030218 34918 train 0.030734 34919 train 0.028115 34920 train 0.032155 34921 train 0.028981 34922 train 0.030009 34923 train 0.027839 34924 train 0.033879 34925 val 19.1081 34925 train 0.032655 34926 train 0.029039 34927 train 0.030433 34928 train 0.028643 34929 train 0.026813 34930 train 0.029860 34931 train 0.029160 34932 train 0.026875 34933 train 0.024486 34934 train 0.028987 34935 train 0.028608 34936 train 0.033791 34937 train 0.026238 34938 train 0.030625 34939 train 0.025860 34940 train 0.028433 34941 train 0.031597 34942 train 0.031438 34943 train 0.029610 34944 train 0.031345 34945 train 0.028011 34946 train 0.027396 34947 train 0.027069 34948 train 0.029301 34949 train 0.030375 34950 val 19.0904 34950 train 0.028602 34951 train 0.028501 34952 train 0.034489 34953 train 0.030043 34954 train 0.026134 34955 train 0.028205 34956 train 0.029428 34957 train 0.030150 34958 train 0.030311 34959 train 0.029467 34960 train 0.031605 34961 train 0.029168 34962 train 0.029404 34963 train 0.029447 34964 train 0.030279 34965 train 0.026954 34966 train 0.025039 34967 train 0.031520 34968 train 0.027340 34969 train 0.031825 34970 train 0.031766 34971 train 0.037111 34972 train 0.026950 34973 train 0.030513 34974 train 0.032479 34975 val 19.1763 34975 train 0.031295 34976 train 0.023859 34977 train 0.028829 34978 train 0.035389 34979 train 0.031762 34980 train 0.030365 34981 train 0.029220 34982 train 0.029267 34983 train 0.028193 34984 train 0.028946 34985 train 0.029405 34986 train 0.029453 34987 train 0.027831 34988 train 0.038386 34989 train 0.030498 34990 train 0.027460 34991 train 0.028514 34992 train 0.029883 34993 train 0.027637 34994 train 0.028967 34995 train 0.030453 34996 train 0.033174 34997 train 0.028345 34998 train 0.031722 34999 train 0.029997 35000 val 19.1412 35000 train 0.032095 35001 train 0.028407 35002 train 0.033007 35003 train 0.031521 35004 train 0.027419 35005 train 0.033685 35006 train 0.029294 35007 train 0.039430 35008 train 0.031785 35009 train 0.029397 35010 train 0.029872 35011 train 0.028752 35012 train 0.027504 35013 train 0.030975 35014 train 0.030701 35015 train 0.031468 35016 train 0.029748 35017 train 0.030433 35018 train 0.031929 35019 train 0.027955 35020 train 0.027242 35021 train 0.028568 35022 train 0.029028 35023 train 0.030163 35024 train 0.039537 35025 val 19.1731 35025 train 0.030566 35026 train 0.029534 35027 train 0.027390 35028 train 0.027237 35029 train 0.029270 35030 train 0.027955 35031 train 0.029571 35032 train 0.030206 35033 train 0.027703 35034 train 0.029798 35035 train 0.026549 35036 train 0.028099 35037 train 0.029489 35038 train 0.035932 35039 train 0.033028 35040 train 0.031096 35041 train 0.030402 35042 train 0.027391 35043 train 0.029063 35044 train 0.030890 35045 train 0.030730 35046 train 0.034760 35047 train 0.029887 35048 train 0.026344 35049 train 0.029687 35050 val 19.1601 35050 train 0.029251 35051 train 0.028759 35052 train 0.029395 35053 train 0.032837 35054 train 0.031894 35055 train 0.028642 35056 train 0.031509 35057 train 0.032990 35058 train 0.031647 35059 train 0.030301 35060 train 0.029758 35061 train 0.036546 35062 train 0.031223 35063 train 0.026534 35064 train 0.026215 35065 train 0.028094 35066 train 0.028006 35067 train 0.029125 35068 train 0.034317 35069 train 0.030031 35070 train 0.029199 35071 train 0.028510 35072 train 0.026566 35073 train 0.030613 35074 train 0.028480 35075 val 19.1360 35075 train 0.028930 35076 train 0.031100 35077 train 0.031767 35078 train 0.028911 35079 train 0.030925 35080 train 0.031986 35081 train 0.029415 35082 train 0.030747 35083 train 0.028776 35084 train 0.030679 35085 train 0.031735 35086 train 0.030191 35087 train 0.032507 35088 train 0.028652 35089 train 0.031963 35090 train 0.030949 35091 train 0.027311 35092 train 0.027202 35093 train 0.028050 35094 train 0.029859 35095 train 0.032418 35096 train 0.032217 35097 train 0.048377 35098 train 0.029796 35099 train 0.024316 35100 val 19.1596 35100 train 0.032743 35101 train 0.034523 35102 train 0.030018 35103 train 0.031877 35104 train 0.030928 35105 train 0.028351 35106 train 0.026660 35107 train 0.030814 35108 train 0.027439 35109 train 0.030083 35110 train 0.026621 35111 train 0.030450 35112 train 0.025632 35113 train 0.030850 35114 train 0.034103 35115 train 0.028885 35116 train 0.025248 35117 train 0.030131 35118 train 0.028724 35119 train 0.029201 35120 train 0.028881 35121 train 0.031791 35122 train 0.027276 35123 train 0.029841 35124 train 0.026684 35125 val 19.1824 35125 train 0.032847 35126 train 0.031114 35127 train 0.028403 35128 train 0.028249 35129 train 0.028094 35130 train 0.029360 35131 train 0.028429 35132 train 0.030614 35133 train 0.039908 35134 train 0.028772 35135 train 0.024835 35136 train 0.031089 35137 train 0.033558 35138 train 0.029736 35139 train 0.030346 35140 train 0.032936 35141 train 0.029182 35142 train 0.027787 35143 train 0.032033 35144 train 0.029439 35145 train 0.033730 35146 train 0.031235 35147 train 0.037360 35148 train 0.028639 35149 train 0.030697 35150 val 19.1621 35150 train 0.034607 35151 train 0.029690 35152 train 0.030034 35153 train 0.028894 35154 train 0.029028 35155 train 0.028188 35156 train 0.030935 35157 train 0.032379 35158 train 0.030967 35159 train 0.032798 35160 train 0.027009 35161 train 0.032352 35162 train 0.028748 35163 train 0.028754 35164 train 0.028342 35165 train 0.028846 35166 train 0.028234 35167 train 0.032421 35168 train 0.031288 35169 train 0.044407 35170 train 0.026546 35171 train 0.027062 35172 train 0.033168 35173 train 0.032655 35174 train 0.028953 35175 val 19.2119 35175 train 0.030864 35176 train 0.033882 35177 train 0.030467 35178 train 0.029449 35179 train 0.028853 35180 train 0.026358 35181 train 0.033541 35182 train 0.030902 35183 train 0.028873 35184 train 0.028667 35185 train 0.036781 35186 train 0.030369 35187 train 0.030257 35188 train 0.029743 35189 train 0.026413 35190 train 0.030692 35191 train 0.031173 35192 train 0.032438 35193 train 0.033054 35194 train 0.027150 35195 train 0.027374 35196 train 0.030462 35197 train 0.032263 35198 train 0.029344 35199 train 0.030042 35200 val 19.2463 35200 train 0.031134 35201 train 0.029268 35202 train 0.027293 35203 train 0.028197 35204 train 0.033631 35205 train 0.037476 35206 train 0.030465 35207 train 0.028950 35208 train 0.032949 35209 train 0.030452 35210 train 0.026315 35211 train 0.029099 35212 train 0.027738 35213 train 0.031046 35214 train 0.032795 35215 train 0.027010 35216 train 0.026081 35217 train 0.031219 35218 train 0.032747 35219 train 0.028481 35220 train 0.028686 35221 train 0.033858 35222 train 0.026199 35223 train 0.027309 35224 train 0.033594 35225 val 19.1309 35225 train 0.030875 35226 train 0.035300 35227 train 0.028825 35228 train 0.032201 35229 train 0.032467 35230 train 0.028665 35231 train 0.033030 35232 train 0.028283 35233 train 0.032757 35234 train 0.027106 35235 train 0.029870 35236 train 0.030190 35237 train 0.029337 35238 train 0.030570 35239 train 0.029077 35240 train 0.027744 35241 train 0.040900 35242 train 0.034028 35243 train 0.029528 35244 train 0.034878 35245 train 0.029632 35246 train 0.026646 35247 train 0.033997 35248 train 0.030881 35249 train 0.032509 35250 val 19.1766 35250 train 0.034073 35251 train 0.030844 35252 train 0.028807 35253 train 0.030010 35254 train 0.032248 35255 train 0.026357 35256 train 0.031347 35257 train 0.025398 35258 train 0.025910 35259 train 0.028870 35260 train 0.032371 35261 train 0.032966 35262 train 0.036626 35263 train 0.031348 35264 train 0.027624 35265 train 0.029907 35266 train 0.029392 35267 train 0.032416 35268 train 0.025908 35269 train 0.030245 35270 train 0.028920 35271 train 0.030831 35272 train 0.027858 35273 train 0.028884 35274 train 0.029406 35275 val 19.1577 35275 train 0.029311 35276 train 0.028786 35277 train 0.030933 35278 train 0.029111 35279 train 0.026196 35280 train 0.033908 35281 train 0.028099 35282 train 0.030984 35283 train 0.036948 35284 train 0.033220 35285 train 0.034978 35286 train 0.029662 35287 train 0.028215 35288 train 0.030754 35289 train 0.028539 35290 train 0.031937 35291 train 0.029673 35292 train 0.031768 35293 train 0.024101 35294 train 0.026646 35295 train 0.026145 35296 train 0.030015 35297 train 0.031471 35298 train 0.028369 35299 train 0.028422 35300 val 19.1757 35300 train 0.029383 35301 train 0.029720 35302 train 0.029313 35303 train 0.028431 35304 train 0.026015 35305 train 0.033059 35306 train 0.031225 35307 train 0.028734 35308 train 0.026666 35309 train 0.030200 35310 train 0.029686 35311 train 0.032180 35312 train 0.026487 35313 train 0.028990 35314 train 0.030129 35315 train 0.027737 35316 train 0.028922 35317 train 0.026020 35318 train 0.029353 35319 train 0.030472 35320 train 0.032570 35321 train 0.031343 35322 train 0.029048 35323 train 0.029318 35324 train 0.033167 35325 val 19.1280 35325 train 0.031192 35326 train 0.029276 35327 train 0.027136 35328 train 0.029032 35329 train 0.029630 35330 train 0.030143 35331 train 0.032189 35332 train 0.034352 35333 train 0.029704 35334 train 0.027352 35335 train 0.029843 35336 train 0.025769 35337 train 0.025278 35338 train 0.027911 35339 train 0.029057 35340 train 0.029881 35341 train 0.032961 35342 train 0.030912 35343 train 0.031023 35344 train 0.029327 35345 train 0.035136 35346 train 0.030198 35347 train 0.027868 35348 train 0.028992 35349 train 0.029463 35350 val 19.1646 35350 train 0.031945 35351 train 0.029069 35352 train 0.034517 35353 train 0.029600 35354 train 0.028142 35355 train 0.029350 35356 train 0.026086 35357 train 0.029202 35358 train 0.026414 35359 train 0.028695 35360 train 0.030199 35361 train 0.034424 35362 train 0.030764 35363 train 0.035552 35364 train 0.034800 35365 train 0.031952 35366 train 0.037834 35367 train 0.029099 35368 train 0.030272 35369 train 0.033361 35370 train 0.031175 35371 train 0.033000 35372 train 0.029902 35373 train 0.031858 35374 train 0.033453 35375 val 19.2665 35375 train 0.031462 35376 train 0.027602 35377 train 0.031271 35378 train 0.026789 35379 train 0.039694 35380 train 0.030501 35381 train 0.040323 35382 train 0.029217 35383 train 0.034525 35384 train 0.034388 35385 train 0.030472 35386 train 0.031710 35387 train 0.032721 35388 train 0.032816 35389 train 0.034551 35390 train 0.029363 35391 train 0.033573 35392 train 0.027206 35393 train 0.029813 35394 train 0.028884 35395 train 0.034791 35396 train 0.029447 35397 train 0.036473 35398 train 0.028330 35399 train 0.029297 35400 val 19.2152 35400 train 0.032756 35401 train 0.032065 35402 train 0.034755 35403 train 0.031079 35404 train 0.033542 35405 train 0.030984 35406 train 0.031883 35407 train 0.036058 35408 train 0.031513 35409 train 0.033262 35410 train 0.032549 35411 train 0.030847 35412 train 0.029428 35413 train 0.031237 35414 train 0.030508 35415 train 0.029141 35416 train 0.030588 35417 train 0.031249 35418 train 0.026550 35419 train 0.029093 35420 train 0.030374 35421 train 0.031454 35422 train 0.030003 35423 train 0.032914 35424 train 0.028648 35425 val 19.1126 35425 train 0.028554 35426 train 0.029826 35427 train 0.032291 35428 train 0.032816 35429 train 0.029040 35430 train 0.026328 35431 train 0.037195 35432 train 0.028960 35433 train 0.033949 35434 train 0.027198 35435 train 0.027147 35436 train 0.027780 35437 train 0.030819 35438 train 0.030929 35439 train 0.029562 35440 train 0.031099 35441 train 0.028943 35442 train 0.028987 35443 train 0.028807 35444 train 0.025613 35445 train 0.028510 35446 train 0.028143 35447 train 0.028953 35448 train 0.030868 35449 train 0.030436 35450 val 19.1223 35450 train 0.029478 35451 train 0.030404 35452 train 0.031567 35453 train 0.028633 35454 train 0.032211 35455 train 0.026334 35456 train 0.029301 35457 train 0.024840 35458 train 0.027444 35459 train 0.027505 35460 train 0.026135 35461 train 0.027747 35462 train 0.028470 35463 train 0.030965 35464 train 0.033405 35465 train 0.027171 35466 train 0.030850 35467 train 0.033255 35468 train 0.031418 35469 train 0.031260 35470 train 0.026343 35471 train 0.026244 35472 train 0.033830 35473 train 0.031414 35474 train 0.031212 35475 val 19.1751 35475 train 0.031110 35476 train 0.029905 35477 train 0.024989 35478 train 0.028749 35479 train 0.030077 35480 train 0.027263 35481 train 0.026892 35482 train 0.026339 35483 train 0.026657 35484 train 0.025763 35485 train 0.024752 35486 train 0.028102 35487 train 0.029872 35488 train 0.030251 35489 train 0.031141 35490 train 0.031049 35491 train 0.027827 35492 train 0.025772 35493 train 0.024871 35494 train 0.028862 35495 train 0.026403 35496 train 0.024390 35497 train 0.029611 35498 train 0.028633 35499 train 0.027623 35500 val 19.1708 35500 train 0.029026 35501 train 0.028484 35502 train 0.027288 35503 train 0.027932 35504 train 0.031331 35505 train 0.031484 35506 train 0.031598 35507 train 0.027832 35508 train 0.032767 35509 train 0.027555 35510 train 0.030415 35511 train 0.031711 35512 train 0.028292 35513 train 0.030115 35514 train 0.034318 35515 train 0.030160 35516 train 0.032497 35517 train 0.026304 35518 train 0.030246 35519 train 0.029910 35520 train 0.028952 35521 train 0.031274 35522 train 0.030985 35523 train 0.029876 35524 train 0.029913 35525 val 19.1996 35525 train 0.032023 35526 train 0.030175 35527 train 0.024797 35528 train 0.031987 35529 train 0.029532 35530 train 0.031955 35531 train 0.032982 35532 train 0.030191 35533 train 0.030191 35534 train 0.029981 35535 train 0.033300 35536 train 0.031531 35537 train 0.029114 35538 train 0.026200 35539 train 0.028192 35540 train 0.026951 35541 train 0.028427 35542 train 0.031402 35543 train 0.029273 35544 train 0.031358 35545 train 0.030353 35546 train 0.028722 35547 train 0.029744 35548 train 0.029481 35549 train 0.029631 35550 val 19.1288 35550 train 0.033944 35551 train 0.031083 35552 train 0.030721 35553 train 0.029087 35554 train 0.031451 35555 train 0.029634 35556 train 0.030525 35557 train 0.030407 35558 train 0.028452 35559 train 0.029543 35560 train 0.034310 35561 train 0.028220 35562 train 0.026772 35563 train 0.025516 35564 train 0.030738 35565 train 0.031737 35566 train 0.030267 35567 train 0.037125 35568 train 0.027429 35569 train 0.030372 35570 train 0.028807 35571 train 0.031042 35572 train 0.031910 35573 train 0.033208 35574 train 0.026888 35575 val 19.2731 35575 train 0.030219 35576 train 0.028578 35577 train 0.030261 35578 train 0.031258 35579 train 0.029846 35580 train 0.029279 35581 train 0.030330 35582 train 0.026895 35583 train 0.028954 35584 train 0.029679 35585 train 0.028934 35586 train 0.030695 35587 train 0.033294 35588 train 0.030193 35589 train 0.030661 35590 train 0.029021 35591 train 0.031705 35592 train 0.030814 35593 train 0.030530 35594 train 0.030348 35595 train 0.029599 35596 train 0.033285 35597 train 0.031553 35598 train 0.029236 35599 train 0.028133 35600 val 19.2400 35600 train 0.032607 35601 train 0.026932 35602 train 0.032116 35603 train 0.033230 35604 train 0.026419 35605 train 0.028934 35606 train 0.027771 35607 train 0.031995 35608 train 0.029522 35609 train 0.028067 35610 train 0.025983 35611 train 0.032920 35612 train 0.031028 35613 train 0.029937 35614 train 0.039020 35615 train 0.027961 35616 train 0.026697 35617 train 0.028632 35618 train 0.030002 35619 train 0.027183 35620 train 0.025954 35621 train 0.027864 35622 train 0.029005 35623 train 0.029933 35624 train 0.031508 35625 val 19.1753 35625 train 0.031081 35626 train 0.029525 35627 train 0.027418 35628 train 0.032182 35629 train 0.034768 35630 train 0.029436 35631 train 0.029583 35632 train 0.031165 35633 train 0.031034 35634 train 0.027446 35635 train 0.030425 35636 train 0.031687 35637 train 0.027822 35638 train 0.031766 35639 train 0.034223 35640 train 0.028615 35641 train 0.029664 35642 train 0.028473 35643 train 0.026167 35644 train 0.030354 35645 train 0.026881 35646 train 0.031294 35647 train 0.032145 35648 train 0.029664 35649 train 0.026831 35650 val 19.2136 35650 train 0.029904 35651 train 0.030002 35652 train 0.027946 35653 train 0.029442 35654 train 0.027912 35655 train 0.029435 35656 train 0.029293 35657 train 0.028731 35658 train 0.029376 35659 train 0.030963 35660 train 0.031905 35661 train 0.032351 35662 train 0.032168 35663 train 0.027183 35664 train 0.029052 35665 train 0.030643 35666 train 0.032064 35667 train 0.030566 35668 train 0.028061 35669 train 0.032750 35670 train 0.031563 35671 train 0.032446 35672 train 0.043017 35673 train 0.028275 35674 train 0.030146 35675 val 19.1876 35675 train 0.034108 35676 train 0.036743 35677 train 0.031185 35678 train 0.031295 35679 train 0.031024 35680 train 0.027816 35681 train 0.029491 35682 train 0.029987 35683 train 0.029678 35684 train 0.029216 35685 train 0.030302 35686 train 0.029721 35687 train 0.030474 35688 train 0.028958 35689 train 0.030763 35690 train 0.028411 35691 train 0.029533 35692 train 0.029267 35693 train 0.029515 35694 train 0.028879 35695 train 0.030985 35696 train 0.032450 35697 train 0.031579 35698 train 0.034171 35699 train 0.028178 35700 val 19.2223 35700 train 0.031855 35701 train 0.027211 35702 train 0.027503 35703 train 0.027101 35704 train 0.029772 35705 train 0.029370 35706 train 0.029718 35707 train 0.028634 35708 train 0.031882 35709 train 0.030089 35710 train 0.033185 35711 train 0.031563 35712 train 0.034017 35713 train 0.027877 35714 train 0.029209 35715 train 0.028938 35716 train 0.040949 35717 train 0.026532 35718 train 0.034897 35719 train 0.033505 35720 train 0.028259 35721 train 0.026867 35722 train 0.027763 35723 train 0.028822 35724 train 0.028743 35725 val 19.2495 35725 train 0.029212 35726 train 0.029425 35727 train 0.027370 35728 train 0.028619 35729 train 0.030169 35730 train 0.029929 35731 train 0.028570 35732 train 0.027208 35733 train 0.032546 35734 train 0.031902 35735 train 0.031681 35736 train 0.034949 35737 train 0.026985 35738 train 0.026940 35739 train 0.034483 35740 train 0.027112 35741 train 0.027339 35742 train 0.029732 35743 train 0.028148 35744 train 0.026404 35745 train 0.030719 35746 train 0.028059 35747 train 0.026197 35748 train 0.029669 35749 train 0.026665 35750 val 19.2013 35750 train 0.029394 35751 train 0.029614 35752 train 0.040932 35753 train 0.029598 35754 train 0.030373 35755 train 0.029674 35756 train 0.032363 35757 train 0.031256 35758 train 0.034073 35759 train 0.028331 35760 train 0.027164 35761 train 0.035606 35762 train 0.028717 35763 train 0.028610 35764 train 0.027588 35765 train 0.029783 35766 train 0.028559 35767 train 0.027279 35768 train 0.026971 35769 train 0.028042 35770 train 0.027801 35771 train 0.028461 35772 train 0.030348 35773 train 0.029774 35774 train 0.029898 35775 val 19.1735 35775 train 0.031857 35776 train 0.029170 35777 train 0.028644 35778 train 0.027999 35779 train 0.032176 35780 train 0.025735 35781 train 0.029218 35782 train 0.028879 35783 train 0.028296 35784 train 0.028953 35785 train 0.028854 35786 train 0.030445 35787 train 0.027318 35788 train 0.029533 35789 train 0.028202 35790 train 0.030388 35791 train 0.030113 35792 train 0.031739 35793 train 0.029287 35794 train 0.032436 35795 train 0.029513 35796 train 0.028523 35797 train 0.029310 35798 train 0.030696 35799 train 0.028434 35800 val 19.1084 35800 train 0.027527 35801 train 0.027779 35802 train 0.027588 35803 train 0.030373 35804 train 0.028292 35805 train 0.027941 35806 train 0.028510 35807 train 0.029739 35808 train 0.029358 35809 train 0.024720 35810 train 0.025512 35811 train 0.025840 35812 train 0.026609 35813 train 0.029739 35814 train 0.029414 35815 train 0.028957 35816 train 0.026704 35817 train 0.027541 35818 train 0.030939 35819 train 0.031111 35820 train 0.034682 35821 train 0.029356 35822 train 0.028447 35823 train 0.026596 35824 train 0.028514 35825 val 19.1210 35825 train 0.028323 35826 train 0.027512 35827 train 0.028995 35828 train 0.033504 35829 train 0.030738 35830 train 0.029278 35831 train 0.027484 35832 train 0.030305 35833 train 0.026180 35834 train 0.026225 35835 train 0.031736 35836 train 0.027285 35837 train 0.028343 35838 train 0.029170 35839 train 0.032916 35840 train 0.028669 35841 train 0.029200 35842 train 0.029713 35843 train 0.030491 35844 train 0.029898 35845 train 0.029507 35846 train 0.027269 35847 train 0.028445 35848 train 0.024518 35849 train 0.029249 35850 val 19.2241 35850 train 0.028857 35851 train 0.030957 35852 train 0.025615 35853 train 0.026411 35854 train 0.028908 35855 train 0.029675 35856 train 0.028238 35857 train 0.029872 35858 train 0.032655 35859 train 0.027974 35860 train 0.031108 35861 train 0.029381 35862 train 0.031876 35863 train 0.031151 35864 train 0.030879 35865 train 0.029105 35866 train 0.029214 35867 train 0.027490 35868 train 0.030782 35869 train 0.026076 35870 train 0.029021 35871 train 0.032757 35872 train 0.028692 35873 train 0.029460 35874 train 0.029764 35875 val 19.2595 35875 train 0.029781 35876 train 0.028910 35877 train 0.027934 35878 train 0.026761 35879 train 0.029505 35880 train 0.030841 35881 train 0.031617 35882 train 0.028633 35883 train 0.028735 35884 train 0.027022 35885 train 0.028170 35886 train 0.025891 35887 train 0.028187 35888 train 0.028230 35889 train 0.027441 35890 train 0.026655 35891 train 0.029404 35892 train 0.030360 35893 train 0.027815 35894 train 0.037423 35895 train 0.024548 35896 train 0.030389 35897 train 0.031597 35898 train 0.030982 35899 train 0.028861 35900 val 19.1808 35900 train 0.031560 35901 train 0.030392 35902 train 0.028782 35903 train 0.030313 35904 train 0.032508 35905 train 0.028699 35906 train 0.028267 35907 train 0.032925 35908 train 0.032756 35909 train 0.030434 35910 train 0.030872 35911 train 0.029654 35912 train 0.029024 35913 train 0.027132 35914 train 0.027651 35915 train 0.027273 35916 train 0.032335 35917 train 0.035987 35918 train 0.027655 35919 train 0.026859 35920 train 0.031405 35921 train 0.028961 35922 train 0.027669 35923 train 0.027665 35924 train 0.026722 35925 val 19.3003 35925 train 0.034211 35926 train 0.024718 35927 train 0.027373 35928 train 0.028994 35929 train 0.028120 35930 train 0.069381 35931 train 0.023195 35932 train 0.025956 35933 train 0.027378 35934 train 0.027980 35935 train 0.031395 35936 train 0.030904 35937 train 0.034095 35938 train 0.029765 35939 train 0.030735 35940 train 0.032688 35941 train 0.036796 35942 train 0.031725 35943 train 0.038515 35944 train 0.030966 35945 train 0.030341 35946 train 0.031379 35947 train 0.028647 35948 train 0.030882 35949 train 0.031045 35950 val 19.2839 35950 train 0.030974 35951 train 0.030602 35952 train 0.030450 35953 train 0.029327 35954 train 0.029479 35955 train 0.026139 35956 train 0.031439 35957 train 0.030300 35958 train 0.026293 35959 train 0.025983 35960 train 0.028499 35961 train 0.036890 35962 train 0.027561 35963 train 0.030720 35964 train 0.027700 35965 train 0.030657 35966 train 0.031942 35967 train 0.026223 35968 train 0.027086 35969 train 0.032565 35970 train 0.028342 35971 train 0.026710 35972 train 0.027917 35973 train 0.028335 35974 train 0.026628 35975 val 19.2475 35975 train 0.027814 35976 train 0.028899 35977 train 0.040179 35978 train 0.032561 35979 train 0.033679 35980 train 0.029614 35981 train 0.026076 35982 train 0.031442 35983 train 0.029944 35984 train 0.028415 35985 train 0.029708 35986 train 0.028514 35987 train 0.027081 35988 train 0.028726 35989 train 0.029926 35990 train 0.026184 35991 train 0.025221 35992 train 0.030854 35993 train 0.026699 35994 train 0.025487 35995 train 0.022709 35996 train 0.028141 35997 train 0.031271 35998 train 0.031281 35999 train 0.028072 36000 val 19.2794 36000 train 0.029281 36001 train 0.030275 36002 train 0.029986 36003 train 0.029755 36004 train 0.027046 36005 train 0.031699 36006 train 0.033712 36007 train 0.026366 36008 train 0.025632 36009 train 0.028117 36010 train 0.028219 36011 train 0.029636 36012 train 0.027158 36013 train 0.029760 36014 train 0.026387 36015 train 0.033942 36016 train 0.030616 36017 train 0.026585 36018 train 0.027511 36019 train 0.024564 36020 train 0.028542 36021 train 0.028390 36022 train 0.026125 36023 train 0.027807 36024 train 0.027391 36025 val 19.2136 36025 train 0.029746 36026 train 0.028371 36027 train 0.030226 36028 train 0.033267 36029 train 0.028219 36030 train 0.028150 36031 train 0.027268 36032 train 0.029974 36033 train 0.030234 36034 train 0.028497 36035 train 0.029021 36036 train 0.030387 36037 train 0.029050 36038 train 0.027815 36039 train 0.028991 36040 train 0.033542 36041 train 0.031575 36042 train 0.028197 36043 train 0.027970 36044 train 0.027426 36045 train 0.029749 36046 train 0.028611 36047 train 0.029587 36048 train 0.030171 36049 train 0.027797 36050 val 19.2918 36050 train 0.028709 36051 train 0.029702 36052 train 0.029518 36053 train 0.029258 36054 train 0.029300 36055 train 0.030481 36056 train 0.030075 36057 train 0.029913 36058 train 0.031445 36059 train 0.026677 36060 train 0.032914 36061 train 0.028956 36062 train 0.026359 36063 train 0.029334 36064 train 0.038070 36065 train 0.029617 36066 train 0.027727 36067 train 0.025776 36068 train 0.025883 36069 train 0.027858 36070 train 0.031372 36071 train 0.029561 36072 train 0.033308 36073 train 0.033468 36074 train 0.029449 36075 val 19.2792 36075 train 0.026357 36076 train 0.028705 36077 train 0.032133 36078 train 0.027658 36079 train 0.025855 36080 train 0.030060 36081 train 0.034124 36082 train 0.025765 36083 train 0.028126 36084 train 0.029181 36085 train 0.024780 36086 train 0.026318 36087 train 0.030893 36088 train 0.031694 36089 train 0.032977 36090 train 0.031239 36091 train 0.030947 36092 train 0.028990 36093 train 0.027363 36094 train 0.034985 36095 train 0.030448 36096 train 0.033494 36097 train 0.029925 36098 train 0.028563 36099 train 0.027602 36100 val 19.2770 36100 train 0.030636 36101 train 0.029943 36102 train 0.030534 36103 train 0.027251 36104 train 0.027883 36105 train 0.034887 36106 train 0.030574 36107 train 0.030728 36108 train 0.029828 36109 train 0.026160 36110 train 0.026850 36111 train 0.028010 36112 train 0.028411 36113 train 0.030627 36114 train 0.026909 36115 train 0.029207 36116 train 0.029347 36117 train 0.028620 36118 train 0.028155 36119 train 0.026309 36120 train 0.027683 36121 train 0.029441 36122 train 0.031536 36123 train 0.027438 36124 train 0.030572 36125 val 19.2499 36125 train 0.032471 36126 train 0.029156 36127 train 0.030255 36128 train 0.025663 36129 train 0.029502 36130 train 0.027522 36131 train 0.031948 36132 train 0.030584 36133 train 0.027592 36134 train 0.031449 36135 train 0.029206 36136 train 0.030333 36137 train 0.027705 36138 train 0.033389 36139 train 0.032672 36140 train 0.028974 36141 train 0.031020 36142 train 0.029879 36143 train 0.026691 36144 train 0.031206 36145 train 0.031022 36146 train 0.028948 36147 train 0.026287 36148 train 0.028132 36149 train 0.027923 36150 val 19.2475 36150 train 0.025146 36151 train 0.025724 36152 train 0.032945 36153 train 0.032602 36154 train 0.030587 36155 train 0.032338 36156 train 0.026812 36157 train 0.028581 36158 train 0.033626 36159 train 0.031862 36160 train 0.032131 36161 train 0.042636 36162 train 0.026897 36163 train 0.030368 36164 train 0.026032 36165 train 0.031523 36166 train 0.027001 36167 train 0.031860 36168 train 0.031404 36169 train 0.029011 36170 train 0.028210 36171 train 0.029420 36172 train 0.028858 36173 train 0.030133 36174 train 0.035018 36175 val 19.1975 36175 train 0.031596 36176 train 0.032531 36177 train 0.032578 36178 train 0.029972 36179 train 0.029526 36180 train 0.029089 36181 train 0.031518 36182 train 0.027843 36183 train 0.030649 36184 train 0.031211 36185 train 0.034954 36186 train 0.028414 36187 train 0.030163 36188 train 0.031021 36189 train 0.028464 36190 train 0.029642 36191 train 0.030204 36192 train 0.030124 36193 train 0.030440 36194 train 0.031257 36195 train 0.026736 36196 train 0.031630 36197 train 0.032000 36198 train 0.029282 36199 train 0.029882 36200 val 19.2297 36200 train 0.029015 36201 train 0.028453 36202 train 0.027646 36203 train 0.028440 36204 train 0.027550 36205 train 0.029129 36206 train 0.025301 36207 train 0.028335 36208 train 0.027246 36209 train 0.028310 36210 train 0.027338 36211 train 0.026352 36212 train 0.027977 36213 train 0.026541 36214 train 0.027130 36215 train 0.029497 36216 train 0.029385 36217 train 0.030333 36218 train 0.031084 36219 train 0.031545 36220 train 0.031942 36221 train 0.031698 36222 train 0.027030 36223 train 0.032910 36224 train 0.031369 36225 val 19.1822 36225 train 0.034389 36226 train 0.032262 36227 train 0.029768 36228 train 0.026757 36229 train 0.029565 36230 train 0.028810 36231 train 0.029091 36232 train 0.029300 36233 train 0.026207 36234 train 0.028506 36235 train 0.032529 36236 train 0.027864 36237 train 0.030255 36238 train 0.031612 36239 train 0.029882 36240 train 0.032157 36241 train 0.031876 36242 train 0.026597 36243 train 0.026929 36244 train 0.028111 36245 train 0.030617 36246 train 0.027883 36247 train 0.026781 36248 train 0.032025 36249 train 0.028733 36250 val 19.1994 36250 train 0.028450 36251 train 0.026582 36252 train 0.028353 36253 train 0.027607 36254 train 0.029597 36255 train 0.031061 36256 train 0.030526 36257 train 0.029938 36258 train 0.027388 36259 train 0.034939 36260 train 0.029000 36261 train 0.030022 36262 train 0.031520 36263 train 0.029184 36264 train 0.029325 36265 train 0.026675 36266 train 0.031358 36267 train 0.026717 36268 train 0.031770 36269 train 0.029735 36270 train 0.028416 36271 train 0.027804 36272 train 0.026917 36273 train 0.028404 36274 train 0.030811 36275 val 19.3045 36275 train 0.029619 36276 train 0.027811 36277 train 0.025531 36278 train 0.029029 36279 train 0.028137 36280 train 0.027364 36281 train 0.027572 36282 train 0.027615 36283 train 0.030311 36284 train 0.032114 36285 train 0.032893 36286 train 0.032156 36287 train 0.027200 36288 train 0.028647 36289 train 0.024261 36290 train 0.029570 36291 train 0.027917 36292 train 0.030834 36293 train 0.027509 36294 train 0.028441 36295 train 0.027642 36296 train 0.025059 36297 train 0.030441 36298 train 0.024942 36299 train 0.031284 36300 val 19.3048 36300 train 0.028573 36301 train 0.028706 36302 train 0.033343 36303 train 0.029039 36304 train 0.026617 36305 train 0.027520 36306 train 0.029218 36307 train 0.029596 36308 train 0.031679 36309 train 0.029792 36310 train 0.031194 36311 train 0.028659 36312 train 0.029591 36313 train 0.027519 36314 train 0.029125 36315 train 0.027706 36316 train 0.030129 36317 train 0.030466 36318 train 0.029000 36319 train 0.026691 36320 train 0.030223 36321 train 0.028361 36322 train 0.031673 36323 train 0.025542 36324 train 0.028697 36325 val 19.2793 36325 train 0.028513 36326 train 0.031181 36327 train 0.029410 36328 train 0.033763 36329 train 0.029570 36330 train 0.033643 36331 train 0.031342 36332 train 0.028648 36333 train 0.031301 36334 train 0.028503 36335 train 0.029042 36336 train 0.027505 36337 train 0.028165 36338 train 0.027374 36339 train 0.029335 36340 train 0.029727 36341 train 0.032027 36342 train 0.029062 36343 train 0.028140 36344 train 0.029651 36345 train 0.033538 36346 train 0.032054 36347 train 0.027641 36348 train 0.026927 36349 train 0.027431 36350 val 19.1886 36350 train 0.031728 36351 train 0.033371 36352 train 0.029928 36353 train 0.031723 36354 train 0.024822 36355 train 0.025203 36356 train 0.027507 36357 train 0.032217 36358 train 0.028417 36359 train 0.029536 36360 train 0.028903 36361 train 0.029259 36362 train 0.031847 36363 train 0.034437 36364 train 0.031965 36365 train 0.029977 36366 train 0.030741 36367 train 0.033219 36368 train 0.028470 36369 train 0.032438 36370 train 0.031045 36371 train 0.025814 36372 train 0.032204 36373 train 0.031162 36374 train 0.025797 36375 val 19.3259 36375 train 0.028954 36376 train 0.027649 36377 train 0.030201 36378 train 0.027717 36379 train 0.027154 36380 train 0.029918 36381 train 0.033572 36382 train 0.027029 36383 train 0.028224 36384 train 0.030547 36385 train 0.027099 36386 train 0.033326 36387 train 0.035786 36388 train 0.029532 36389 train 0.031792 36390 train 0.027359 36391 train 0.029077 36392 train 0.030095 36393 train 0.035387 36394 train 0.029085 36395 train 0.028942 36396 train 0.027826 36397 train 0.027770 36398 train 0.027427 36399 train 0.032028 36400 val 19.2884 36400 train 0.029056 36401 train 0.031228 36402 train 0.033711 36403 train 0.031385 36404 train 0.031426 36405 train 0.037354 36406 train 0.034313 36407 train 0.026132 36408 train 0.034366 36409 train 0.028830 36410 train 0.031478 36411 train 0.033272 36412 train 0.028799 36413 train 0.031473 36414 train 0.028863 36415 train 0.029196 36416 train 0.029293 36417 train 0.028658 36418 train 0.028352 36419 train 0.028688 36420 train 0.027487 36421 train 0.029875 36422 train 0.029925 36423 train 0.036256 36424 train 0.028070 36425 val 19.2253 36425 train 0.028279 36426 train 0.023547 36427 train 0.027166 36428 train 0.030147 36429 train 0.033563 36430 train 0.028599 36431 train 0.027122 36432 train 0.027093 36433 train 0.027861 36434 train 0.028778 36435 train 0.029115 36436 train 0.025963 36437 train 0.025684 36438 train 0.028005 36439 train 0.027570 36440 train 0.029092 36441 train 0.031007 36442 train 0.029988 36443 train 0.028473 36444 train 0.034532 36445 train 0.031608 36446 train 0.029336 36447 train 0.031689 36448 train 0.029114 36449 train 0.031768 36450 val 19.1993 36450 train 0.029043 36451 train 0.031319 36452 train 0.031709 36453 train 0.031377 36454 train 0.030366 36455 train 0.029789 36456 train 0.028176 36457 train 0.028037 36458 train 0.028484 36459 train 0.028667 36460 train 0.024780 36461 train 0.031647 36462 train 0.030570 36463 train 0.029634 36464 train 0.024540 36465 train 0.030575 36466 train 0.028924 36467 train 0.027150 36468 train 0.028297 36469 train 0.029894 36470 train 0.031835 36471 train 0.028943 36472 train 0.025774 36473 train 0.027846 36474 train 0.032275 36475 val 19.2346 36475 train 0.027287 36476 train 0.027805 36477 train 0.033783 36478 train 0.030549 36479 train 0.026967 36480 train 0.027863 36481 train 0.029191 36482 train 0.026934 36483 train 0.035109 36484 train 0.034620 36485 train 0.046201 36486 train 0.027515 36487 train 0.026175 36488 train 0.029602 36489 train 0.029290 36490 train 0.030594 36491 train 0.027457 36492 train 0.033827 36493 train 0.038007 36494 train 0.024851 36495 train 0.029117 36496 train 0.024611 36497 train 0.031653 36498 train 0.029987 36499 train 0.030389 36500 val 19.2024 36500 train 0.026415 36501 train 0.029580 36502 train 0.025093 36503 train 0.029385 36504 train 0.027520 36505 train 0.030539 36506 train 0.031601 36507 train 0.029885 36508 train 0.027598 36509 train 0.029038 36510 train 0.031590 36511 train 0.026122 36512 train 0.029024 36513 train 0.033345 36514 train 0.030730 36515 train 0.026871 36516 train 0.027255 36517 train 0.030069 36518 train 0.028081 36519 train 0.027190 36520 train 0.029570 36521 train 0.035645 36522 train 0.029487 36523 train 0.028668 36524 train 0.030280 36525 val 19.2631 36525 train 0.024709 36526 train 0.031897 36527 train 0.029256 36528 train 0.030083 36529 train 0.040817 36530 train 0.025705 36531 train 0.028263 36532 train 0.026122 36533 train 0.033790 36534 train 0.028876 36535 train 0.025463 36536 train 0.028093 36537 train 0.027539 36538 train 0.025753 36539 train 0.027238 36540 train 0.028688 36541 train 0.033262 36542 train 0.028284 36543 train 0.028456 36544 train 0.029407 36545 train 0.029742 36546 train 0.038642 36547 train 0.027139 36548 train 0.029500 36549 train 0.030223 36550 val 19.2419 36550 train 0.032185 36551 train 0.028813 36552 train 0.027275 36553 train 0.028073 36554 train 0.028684 36555 train 0.026368 36556 train 0.029578 36557 train 0.032611 36558 train 0.029825 36559 train 0.031777 36560 train 0.028179 36561 train 0.025197 36562 train 0.030287 36563 train 0.028047 36564 train 0.025697 36565 train 0.031933 36566 train 0.027631 36567 train 0.029184 36568 train 0.027559 36569 train 0.032822 36570 train 0.027646 36571 train 0.028625 36572 train 0.035883 36573 train 0.027534 36574 train 0.027376 36575 val 19.2817 36575 train 0.028089 36576 train 0.026923 36577 train 0.026504 36578 train 0.031103 36579 train 0.026714 36580 train 0.030421 36581 train 0.029249 36582 train 0.026902 36583 train 0.030192 36584 train 0.028695 36585 train 0.031516 36586 train 0.035298 36587 train 0.029031 36588 train 0.031099 36589 train 0.028565 36590 train 0.029259 36591 train 0.029061 36592 train 0.032880 36593 train 0.030616 36594 train 0.030061 36595 train 0.032305 36596 train 0.029660 36597 train 0.030991 36598 train 0.029893 36599 train 0.025465 36600 val 19.2517 36600 train 0.025049 36601 train 0.025673 36602 train 0.025821 36603 train 0.027542 36604 train 0.027427 36605 train 0.028888 36606 train 0.029391 36607 train 0.029246 36608 train 0.030588 36609 train 0.030806 36610 train 0.029239 36611 train 0.026601 36612 train 0.030417 36613 train 0.030853 36614 train 0.034202 36615 train 0.029338 36616 train 0.026595 36617 train 0.030833 36618 train 0.028870 36619 train 0.031173 36620 train 0.028612 36621 train 0.023524 36622 train 0.028950 36623 train 0.027720 36624 train 0.031493 36625 val 19.2171 36625 train 0.036330 36626 train 0.031144 36627 train 0.026969 36628 train 0.030291 36629 train 0.029113 36630 train 0.028902 36631 train 0.030456 36632 train 0.029624 36633 train 0.033741 36634 train 0.029010 36635 train 0.028647 36636 train 0.029188 36637 train 0.027491 36638 train 0.027592 36639 train 0.028108 36640 train 0.027463 36641 train 0.028620 36642 train 0.029620 36643 train 0.029154 36644 train 0.031367 36645 train 0.032886 36646 train 0.029617 36647 train 0.028356 36648 train 0.027742 36649 train 0.027762 36650 val 19.2368 36650 train 0.032690 36651 train 0.031580 36652 train 0.027745 36653 train 0.029560 36654 train 0.028846 36655 train 0.033436 36656 train 0.029990 36657 train 0.023370 36658 train 0.025081 36659 train 0.032684 36660 train 0.029591 36661 train 0.028440 36662 train 0.030472 36663 train 0.026580 36664 train 0.027496 36665 train 0.028543 36666 train 0.030590 36667 train 0.033762 36668 train 0.026977 36669 train 0.031759 36670 train 0.031403 36671 train 0.032359 36672 train 0.029717 36673 train 0.028752 36674 train 0.028400 36675 val 19.2225 36675 train 0.032700 36676 train 0.029593 36677 train 0.028402 36678 train 0.028958 36679 train 0.029572 36680 train 0.027844 36681 train 0.027738 36682 train 0.032295 36683 train 0.028023 36684 train 0.026831 36685 train 0.030753 36686 train 0.029534 36687 train 0.031026 36688 train 0.030781 36689 train 0.029598 36690 train 0.028332 36691 train 0.032224 36692 train 0.030830 36693 train 0.028571 36694 train 0.028840 36695 train 0.034000 36696 train 0.028277 36697 train 0.029447 36698 train 0.028239 36699 train 0.028497 36700 val 19.0983 36700 train 0.025929 36701 train 0.028072 36702 train 0.030161 36703 train 0.027920 36704 train 0.026297 36705 train 0.027415 36706 train 0.028396 36707 train 0.030112 36708 train 0.028840 36709 train 0.026640 36710 train 0.029393 36711 train 0.028086 36712 train 0.028924 36713 train 0.025287 36714 train 0.028625 36715 train 0.028163 36716 train 0.029553 36717 train 0.030367 36718 train 0.029646 36719 train 0.027569 36720 train 0.027425 36721 train 0.033512 36722 train 0.029367 36723 train 0.027319 36724 train 0.025423 36725 val 19.2559 36725 train 0.025379 36726 train 0.025981 36727 train 0.032372 36728 train 0.029537 36729 train 0.033371 36730 train 0.031990 36731 train 0.032721 36732 train 0.026234 36733 train 0.025590 36734 train 0.031293 36735 train 0.026954 36736 train 0.024950 36737 train 0.032305 36738 train 0.034580 36739 train 0.027228 36740 train 0.025920 36741 train 0.027557 36742 train 0.026903 36743 train 0.027230 36744 train 0.025830 36745 train 0.029941 36746 train 0.027570 36747 train 0.027276 36748 train 0.029225 36749 train 0.029539 36750 val 19.1988 36750 train 0.026678 36751 train 0.029568 36752 train 0.027715 36753 train 0.031574 36754 train 0.029074 36755 train 0.028271 36756 train 0.029390 36757 train 0.027972 36758 train 0.025508 36759 train 0.026907 36760 train 0.025334 36761 train 0.029476 36762 train 0.029615 36763 train 0.026567 36764 train 0.024661 36765 train 0.029100 36766 train 0.034601 36767 train 0.037114 36768 train 0.029853 36769 train 0.024910 36770 train 0.025951 36771 train 0.033501 36772 train 0.029844 36773 train 0.029049 36774 train 0.027981 36775 val 19.0952 36775 train 0.028026 36776 train 0.029958 36777 train 0.032826 36778 train 0.032877 36779 train 0.029637 36780 train 0.029069 36781 train 0.031583 36782 train 0.030339 36783 train 0.028360 36784 train 0.024997 36785 train 0.025305 36786 train 0.028930 36787 train 0.031294 36788 train 0.030341 36789 train 0.030615 36790 train 0.027354 36791 train 0.027595 36792 train 0.032527 36793 train 0.028258 36794 train 0.029305 36795 train 0.030113 36796 train 0.030855 36797 train 0.030744 36798 train 0.029529 36799 train 0.025392 36800 val 19.1883 36800 train 0.027571 36801 train 0.029466 36802 train 0.031928 36803 train 0.037307 36804 train 0.026287 36805 train 0.026135 36806 train 0.028949 36807 train 0.028169 36808 train 0.030319 36809 train 0.023607 36810 train 0.032728 36811 train 0.027857 36812 train 0.029298 36813 train 0.029898 36814 train 0.034354 36815 train 0.027794 36816 train 0.028919 36817 train 0.032057 36818 train 0.029066 36819 train 0.027417 36820 train 0.027587 36821 train 0.030168 36822 train 0.028325 36823 train 0.033411 36824 train 0.030449 36825 val 19.1858 36825 train 0.028319 36826 train 0.025526 36827 train 0.027088 36828 train 0.029599 36829 train 0.028122 36830 train 0.026748 36831 train 0.026586 36832 train 0.041113 36833 train 0.028392 36834 train 0.033119 36835 train 0.028841 36836 train 0.026853 36837 train 0.029414 36838 train 0.029663 36839 train 0.032272 36840 train 0.023037 36841 train 0.025869 36842 train 0.026425 36843 train 0.028194 36844 train 0.033413 36845 train 0.026279 36846 train 0.027980 36847 train 0.026989 36848 train 0.026964 36849 train 0.028645 36850 val 19.2470 36850 train 0.027095 36851 train 0.026333 36852 train 0.026319 36853 train 0.027691 36854 train 0.032994 36855 train 0.029849 36856 train 0.035268 36857 train 0.029157 36858 train 0.027963 36859 train 0.027329 36860 train 0.030826 36861 train 0.030028 36862 train 0.027394 36863 train 0.028993 36864 train 0.027587 36865 train 0.026821 36866 train 0.030525 36867 train 0.026451 36868 train 0.033085 36869 train 0.027842 36870 train 0.026200 36871 train 0.028979 36872 train 0.029862 36873 train 0.035696 36874 train 0.033029 36875 val 19.1863 36875 train 0.028051 36876 train 0.028286 36877 train 0.029610 36878 train 0.025475 36879 train 0.030630 36880 train 0.031130 36881 train 0.026054 36882 train 0.033678 36883 train 0.031480 36884 train 0.025426 36885 train 0.026471 36886 train 0.026784 36887 train 0.026562 36888 train 0.027967 36889 train 0.029192 36890 train 0.028016 36891 train 0.025993 36892 train 0.028676 36893 train 0.028799 36894 train 0.029646 36895 train 0.032030 36896 train 0.032532 36897 train 0.030040 36898 train 0.031962 36899 train 0.032036 36900 val 19.1889 36900 train 0.028000 36901 train 0.028851 36902 train 0.029467 36903 train 0.033315 36904 train 0.028548 36905 train 0.028254 36906 train 0.030571 36907 train 0.030056 36908 train 0.031981 36909 train 0.029182 36910 train 0.030003 36911 train 0.028028 36912 train 0.028800 36913 train 0.025817 36914 train 0.027499 36915 train 0.030438 36916 train 0.027655 36917 train 0.028956 36918 train 0.029702 36919 train 0.032947 36920 train 0.031870 36921 train 0.030089 36922 train 0.029660 36923 train 0.026343 36924 train 0.029251 36925 val 19.2547 36925 train 0.030940 36926 train 0.029418 36927 train 0.029631 36928 train 0.029110 36929 train 0.027770 36930 train 0.031596 36931 train 0.029336 36932 train 0.031327 36933 train 0.029696 36934 train 0.028444 36935 train 0.028643 36936 train 0.032904 36937 train 0.030140 36938 train 0.029855 36939 train 0.032916 36940 train 0.029983 36941 train 0.030152 36942 train 0.030127 36943 train 0.027564 36944 train 0.028923 36945 train 0.032249 36946 train 0.029598 36947 train 0.029395 36948 train 0.033037 36949 train 0.029453 36950 val 19.2193 36950 train 0.030549 36951 train 0.026490 36952 train 0.026215 36953 train 0.029182 36954 train 0.027813 36955 train 0.027604 36956 train 0.028165 36957 train 0.026387 36958 train 0.027838 36959 train 0.030311 36960 train 0.028273 36961 train 0.030719 36962 train 0.028716 36963 train 0.032041 36964 train 0.032108 36965 train 0.029355 36966 train 0.030390 36967 train 0.026220 36968 train 0.025483 36969 train 0.030175 36970 train 0.026445 36971 train 0.026434 36972 train 0.028540 36973 train 0.028280 36974 train 0.025678 36975 val 19.2779 36975 train 0.028288 36976 train 0.033630 36977 train 0.028178 36978 train 0.027114 36979 train 0.028031 36980 train 0.028391 36981 train 0.027874 36982 train 0.027884 36983 train 0.028598 36984 train 0.034710 36985 train 0.027674 36986 train 0.028957 36987 train 0.027165 36988 train 0.029446 36989 train 0.029541 36990 train 0.026385 36991 train 0.025759 36992 train 0.030136 36993 train 0.030092 36994 train 0.026840 36995 train 0.029827 36996 train 0.029269 36997 train 0.030579 36998 train 0.030445 36999 train 0.033012 37000 val 19.1695 37000 train 0.037656 37001 train 0.028404 37002 train 0.030785 37003 train 0.030382 37004 train 0.027485 37005 train 0.033636 37006 train 0.027805 37007 train 0.030575 37008 train 0.027739 37009 train 0.027404 37010 train 0.027863 37011 train 0.028201 37012 train 0.030679 37013 train 0.024705 37014 train 0.028087 37015 train 0.027314 37016 train 0.028708 37017 train 0.027821 37018 train 0.028451 37019 train 0.026992 37020 train 0.032430 37021 train 0.029398 37022 train 0.025031 37023 train 0.031138 37024 train 0.032355 37025 val 19.1492 37025 train 0.026994 37026 train 0.026178 37027 train 0.029475 37028 train 0.036037 37029 train 0.030259 37030 train 0.027912 37031 train 0.028968 37032 train 0.026543 37033 train 0.030368 37034 train 0.030064 37035 train 0.030375 37036 train 0.027902 37037 train 0.029060 37038 train 0.035802 37039 train 0.030522 37040 train 0.030201 37041 train 0.033841 37042 train 0.030043 37043 train 0.027201 37044 train 0.027046 37045 train 0.026943 37046 train 0.027127 37047 train 0.026850 37048 train 0.029648 37049 train 0.026715 37050 val 19.2584 37050 train 0.024569 37051 train 0.026388 37052 train 0.030196 37053 train 0.026200 37054 train 0.027576 37055 train 0.028781 37056 train 0.027341 37057 train 0.033276 37058 train 0.031744 37059 train 0.028534 37060 train 0.028131 37061 train 0.030207 37062 train 0.027853 37063 train 0.029118 37064 train 0.040931 37065 train 0.030014 37066 train 0.027967 37067 train 0.029707 37068 train 0.028646 37069 train 0.029882 37070 train 0.033409 37071 train 0.030722 37072 train 0.029023 37073 train 0.026858 37074 train 0.025574 37075 val 19.2289 37075 train 0.027820 37076 train 0.027749 37077 train 0.027645 37078 train 0.029970 37079 train 0.025796 37080 train 0.027756 37081 train 0.028540 37082 train 0.032666 37083 train 0.029053 37084 train 0.024935 37085 train 0.027873 37086 train 0.026757 37087 train 0.026302 37088 train 0.027887 37089 train 0.027338 37090 train 0.027315 37091 train 0.029856 37092 train 0.027379 37093 train 0.029943 37094 train 0.028235 37095 train 0.028920 37096 train 0.026020 37097 train 0.027707 37098 train 0.027861 37099 train 0.025608 37100 val 19.3351 37100 train 0.028436 37101 train 0.027236 37102 train 0.032805 37103 train 0.031013 37104 train 0.032510 37105 train 0.029998 37106 train 0.033052 37107 train 0.031172 37108 train 0.028975 37109 train 0.027175 37110 train 0.027502 37111 train 0.029270 37112 train 0.028834 37113 train 0.027504 37114 train 0.028044 37115 train 0.024928 37116 train 0.026738 37117 train 0.030030 37118 train 0.028093 37119 train 0.035508 37120 train 0.027183 37121 train 0.028280 37122 train 0.025896 37123 train 0.026932 37124 train 0.029894 37125 val 19.2729 37125 train 0.033583 37126 train 0.028402 37127 train 0.029495 37128 train 0.027213 37129 train 0.031127 37130 train 0.030036 37131 train 0.031093 37132 train 0.028687 37133 train 0.029471 37134 train 0.026084 37135 train 0.025964 37136 train 0.025864 37137 train 0.027003 37138 train 0.027776 37139 train 0.026744 37140 train 0.030612 37141 train 0.028181 37142 train 0.029806 37143 train 0.029941 37144 train 0.027826 37145 train 0.030491 37146 train 0.028137 37147 train 0.029010 37148 train 0.027680 37149 train 0.027499 37150 val 19.2818 37150 train 0.028765 37151 train 0.029149 37152 train 0.028628 37153 train 0.030309 37154 train 0.028002 37155 train 0.027827 37156 train 0.026381 37157 train 0.027359 37158 train 0.026142 37159 train 0.026600 37160 train 0.027274 37161 train 0.031892 37162 train 0.028236 37163 train 0.028287 37164 train 0.027490 37165 train 0.029251 37166 train 0.031909 37167 train 0.028823 37168 train 0.027555 37169 train 0.026914 37170 train 0.026315 37171 train 0.027842 37172 train 0.026874 37173 train 0.027437 37174 train 0.030288 37175 val 19.4290 37175 train 0.025469 37176 train 0.030087 37177 train 0.028879 37178 train 0.023031 37179 train 0.027483 37180 train 0.029399 37181 train 0.026786 37182 train 0.028771 37183 train 0.031162 37184 train 0.026581 37185 train 0.028834 37186 train 0.028909 37187 train 0.029614 37188 train 0.030455 37189 train 0.031642 37190 train 0.026506 37191 train 0.033779 37192 train 0.030156 37193 train 0.028218 37194 train 0.029300 37195 train 0.025506 37196 train 0.026119 37197 train 0.031327 37198 train 0.030280 37199 train 0.031104 37200 val 19.4234 37200 train 0.029820 37201 train 0.030069 37202 train 0.029591 37203 train 0.029019 37204 train 0.029564 37205 train 0.025631 37206 train 0.025407 37207 train 0.025421 37208 train 0.027665 37209 train 0.029927 37210 train 0.027327 37211 train 0.027568 37212 train 0.028046 37213 train 0.028526 37214 train 0.029944 37215 train 0.027878 37216 train 0.031013 37217 train 0.026453 37218 train 0.027711 37219 train 0.028477 37220 train 0.026409 37221 train 0.027643 37222 train 0.028795 37223 train 0.027727 37224 train 0.026340 37225 val 19.3017 37225 train 0.028174 37226 train 0.028189 37227 train 0.033541 37228 train 0.033150 37229 train 0.037199 37230 train 0.028576 37231 train 0.028038 37232 train 0.028052 37233 train 0.027115 37234 train 0.034099 37235 train 0.034282 37236 train 0.028148 37237 train 0.028929 37238 train 0.026931 37239 train 0.028137 37240 train 0.029153 37241 train 0.029242 37242 train 0.024115 37243 train 0.026399 37244 train 0.028753 37245 train 0.031344 37246 train 0.030205 37247 train 0.029148 37248 train 0.026991 37249 train 0.029937 37250 val 19.2411 37250 train 0.030016 37251 train 0.030165 37252 train 0.026404 37253 train 0.026373 37254 train 0.028931 37255 train 0.028715 37256 train 0.026616 37257 train 0.027550 37258 train 0.028499 37259 train 0.026561 37260 train 0.030373 37261 train 0.026074 37262 train 0.027517 37263 train 0.027930 37264 train 0.028323 37265 train 0.031218 37266 train 0.027173 37267 train 0.030636 37268 train 0.030446 37269 train 0.024165 37270 train 0.029845 37271 train 0.039399 37272 train 0.027353 37273 train 0.027125 37274 train 0.026966 37275 val 19.2433 37275 train 0.028934 37276 train 0.028683 37277 train 0.028971 37278 train 0.027273 37279 train 0.022886 37280 train 0.025430 37281 train 0.029892 37282 train 0.027577 37283 train 0.029201 37284 train 0.031516 37285 train 0.031550 37286 train 0.028686 37287 train 0.030187 37288 train 0.028575 37289 train 0.030483 37290 train 0.028169 37291 train 0.027323 37292 train 0.030110 37293 train 0.029483 37294 train 0.029699 37295 train 0.028063 37296 train 0.027366 37297 train 0.028239 37298 train 0.026938 37299 train 0.030237 37300 val 19.3589 37300 train 0.030440 37301 train 0.029275 37302 train 0.030698 37303 train 0.029730 37304 train 0.028570 37305 train 0.025522 37306 train 0.029106 37307 train 0.033498 37308 train 0.030664 37309 train 0.028568 37310 train 0.027332 37311 train 0.031829 37312 train 0.027598 37313 train 0.027491 37314 train 0.029973 37315 train 0.027393 37316 train 0.030272 37317 train 0.029670 37318 train 0.024623 37319 train 0.027598 37320 train 0.027918 37321 train 0.028542 37322 train 0.026869 37323 train 0.026952 37324 train 0.024414 37325 val 19.3512 37325 train 0.027717 37326 train 0.029463 37327 train 0.029259 37328 train 0.027855 37329 train 0.028389 37330 train 0.031259 37331 train 0.025659 37332 train 0.032448 37333 train 0.030001 37334 train 0.028491 37335 train 0.027095 37336 train 0.028405 37337 train 0.024680 37338 train 0.027970 37339 train 0.028982 37340 train 0.025617 37341 train 0.026764 37342 train 0.027877 37343 train 0.035063 37344 train 0.025259 37345 train 0.027426 37346 train 0.026147 37347 train 0.030107 37348 train 0.033735 37349 train 0.025346 37350 val 19.2570 37350 train 0.023579 37351 train 0.025034 37352 train 0.029182 37353 train 0.029843 37354 train 0.027488 37355 train 0.030198 37356 train 0.030253 37357 train 0.027477 37358 train 0.032321 37359 train 0.029157 37360 train 0.027971 37361 train 0.029343 37362 train 0.027378 37363 train 0.026244 37364 train 0.025947 37365 train 0.029860 37366 train 0.025952 37367 train 0.025718 37368 train 0.028267 37369 train 0.027544 37370 train 0.028160 37371 train 0.029844 37372 train 0.028429 37373 train 0.025983 37374 train 0.029075 37375 val 19.2419 37375 train 0.027683 37376 train 0.026480 37377 train 0.028271 37378 train 0.028020 37379 train 0.033095 37380 train 0.026130 37381 train 0.028955 37382 train 0.029836 37383 train 0.027988 37384 train 0.026477 37385 train 0.027007 37386 train 0.028373 37387 train 0.030113 37388 train 0.027807 37389 train 0.028131 37390 train 0.030610 37391 train 0.031555 37392 train 0.031229 37393 train 0.027477 37394 train 0.029191 37395 train 0.029050 37396 train 0.025240 37397 train 0.028842 37398 train 0.029524 37399 train 0.025178 37400 val 19.2649 37400 train 0.022997 37401 train 0.032365 37402 train 0.028507 37403 train 0.027127 37404 train 0.023378 37405 train 0.029740 37406 train 0.027539 37407 train 0.027966 37408 train 0.026549 37409 train 0.028751 37410 train 0.030222 37411 train 0.026429 37412 train 0.026548 37413 train 0.029774 37414 train 0.027958 37415 train 0.030297 37416 train 0.028274 37417 train 0.028055 37418 train 0.033630 37419 train 0.032174 37420 train 0.027751 37421 train 0.026356 37422 train 0.028074 37423 train 0.024605 37424 train 0.026808 37425 val 19.2793 37425 train 0.025977 37426 train 0.028597 37427 train 0.028387 37428 train 0.027214 37429 train 0.028563 37430 train 0.030144 37431 train 0.028246 37432 train 0.026520 37433 train 0.028107 37434 train 0.032131 37435 train 0.026499 37436 train 0.025289 37437 train 0.031509 37438 train 0.031188 37439 train 0.030947 37440 train 0.030495 37441 train 0.028596 37442 train 0.027524 37443 train 0.029074 37444 train 0.027535 37445 train 0.027724 37446 train 0.026926 37447 train 0.024571 37448 train 0.026379 37449 train 0.031310 37450 val 19.3271 37450 train 0.028719 37451 train 0.027682 37452 train 0.031325 37453 train 0.027326 37454 train 0.029040 37455 train 0.030653 37456 train 0.029967 37457 train 0.029537 37458 train 0.025692 37459 train 0.029907 37460 train 0.030176 37461 train 0.028236 37462 train 0.030193 37463 train 0.027754 37464 train 0.027940 37465 train 0.025731 37466 train 0.027168 37467 train 0.029638 37468 train 0.026049 37469 train 0.027744 37470 train 0.031664 37471 train 0.027034 37472 train 0.031830 37473 train 0.029346 37474 train 0.032429 37475 val 19.2473 37475 train 0.032829 37476 train 0.033430 37477 train 0.034528 37478 train 0.029229 37479 train 0.030280 37480 train 0.030769 37481 train 0.031145 37482 train 0.030892 37483 train 0.025800 37484 train 0.028515 37485 train 0.030071 37486 train 0.027840 37487 train 0.024670 37488 train 0.029863 37489 train 0.025951 37490 train 0.035257 37491 train 0.030389 37492 train 0.026980 37493 train 0.029205 37494 train 0.026067 37495 train 0.032459 37496 train 0.030664 37497 train 0.036929 37498 train 0.025334 37499 train 0.032278 37500 val 19.1765 37500 train 0.028731 37501 train 0.029358 37502 train 0.028770 37503 train 0.027074 37504 train 0.027417 37505 train 0.027388 37506 train 0.029173 37507 train 0.027347 37508 train 0.029152 37509 train 0.028565 37510 train 0.026825 37511 train 0.028340 37512 train 0.032655 37513 train 0.061074 37514 train 0.029121 37515 train 0.027821 37516 train 0.029026 37517 train 0.030050 37518 train 0.031798 37519 train 0.031862 37520 train 0.025788 37521 train 0.031527 37522 train 0.030527 37523 train 0.025322 37524 train 0.028265 37525 val 19.3372 37525 train 0.030943 37526 train 0.025464 37527 train 0.028916 37528 train 0.031674 37529 train 0.023094 37530 train 0.028971 37531 train 0.029852 37532 train 0.027124 37533 train 0.027560 37534 train 0.027020 37535 train 0.033009 37536 train 0.026402 37537 train 0.028640 37538 train 0.029944 37539 train 0.026609 37540 train 0.026422 37541 train 0.026716 37542 train 0.026146 37543 train 0.025326 37544 train 0.026170 37545 train 0.026696 37546 train 0.026561 37547 train 0.030596 37548 train 0.029005 37549 train 0.032515 37550 val 19.3680 37550 train 0.027014 37551 train 0.026284 37552 train 0.025485 37553 train 0.030170 37554 train 0.029034 37555 train 0.032153 37556 train 0.026371 37557 train 0.028641 37558 train 0.027982 37559 train 0.023374 37560 train 0.030059 37561 train 0.030467 37562 train 0.026870 37563 train 0.025670 37564 train 0.032693 37565 train 0.025524 37566 train 0.027029 37567 train 0.026627 37568 train 0.026329 37569 train 0.023796 37570 train 0.028656 37571 train 0.027247 37572 train 0.027762 37573 train 0.024102 37574 train 0.027510 37575 val 19.2533 37575 train 0.029955 37576 train 0.027106 37577 train 0.030881 37578 train 0.030343 37579 train 0.028829 37580 train 0.027236 37581 train 0.029706 37582 train 0.025798 37583 train 0.027355 37584 train 0.031782 37585 train 0.031150 37586 train 0.023575 37587 train 0.024801 37588 train 0.024867 37589 train 0.029786 37590 train 0.026661 37591 train 0.028465 37592 train 0.030218 37593 train 0.030465 37594 train 0.025828 37595 train 0.026074 37596 train 0.031119 37597 train 0.027089 37598 train 0.025026 37599 train 0.026870 37600 val 19.2872 37600 train 0.033071 37601 train 0.027035 37602 train 0.028964 37603 train 0.028144 37604 train 0.032741 37605 train 0.025203 37606 train 0.024835 37607 train 0.028727 37608 train 0.027200 37609 train 0.028603 37610 train 0.025493 37611 train 0.031756 37612 train 0.026926 37613 train 0.027970 37614 train 0.026739 37615 train 0.027374 37616 train 0.027680 37617 train 0.028701 37618 train 0.031660 37619 train 0.027489 37620 train 0.025900 37621 train 0.027343 37622 train 0.026221 37623 train 0.028230 37624 train 0.028895 37625 val 19.3713 37625 train 0.031605 37626 train 0.028011 37627 train 0.030965 37628 train 0.031083 37629 train 0.030147 37630 train 0.026619 37631 train 0.030559 37632 train 0.027203 37633 train 0.025577 37634 train 0.027584 37635 train 0.027387 37636 train 0.031696 37637 train 0.029345 37638 train 0.028800 37639 train 0.028888 37640 train 0.029406 37641 train 0.027136 37642 train 0.025439 37643 train 0.025921 37644 train 0.032461 37645 train 0.029804 37646 train 0.029922 37647 train 0.026629 37648 train 0.024864 37649 train 0.026554 37650 val 19.3507 37650 train 0.027585 37651 train 0.027014 37652 train 0.029850 37653 train 0.026946 37654 train 0.028160 37655 train 0.026445 37656 train 0.027014 37657 train 0.025835 37658 train 0.026386 37659 train 0.026267 37660 train 0.026169 37661 train 0.030592 37662 train 0.029162 37663 train 0.031601 37664 train 0.028022 37665 train 0.022640 37666 train 0.027366 37667 train 0.025088 37668 train 0.026323 37669 train 0.025361 37670 train 0.026381 37671 train 0.025395 37672 train 0.025906 37673 train 0.026303 37674 train 0.030862 37675 val 19.2994 37675 train 0.026481 37676 train 0.026516 37677 train 0.028468 37678 train 0.024240 37679 train 0.029350 37680 train 0.029601 37681 train 0.029977 37682 train 0.029747 37683 train 0.030165 37684 train 0.025445 37685 train 0.028507 37686 train 0.027310 37687 train 0.030127 37688 train 0.032509 37689 train 0.026328 37690 train 0.031111 37691 train 0.028929 37692 train 0.025993 37693 train 0.025766 37694 train 0.025145 37695 train 0.023696 37696 train 0.027897 37697 train 0.030536 37698 train 0.027463 37699 train 0.032971 37700 val 19.2700 37700 train 0.030531 37701 train 0.027557 37702 train 0.030336 37703 train 0.025940 37704 train 0.028533 37705 train 0.026313 37706 train 0.026131 37707 train 0.029029 37708 train 0.029184 37709 train 0.029501 37710 train 0.028234 37711 train 0.026597 37712 train 0.025184 37713 train 0.029658 37714 train 0.029542 37715 train 0.029407 37716 train 0.028871 37717 train 0.027476 37718 train 0.030193 37719 train 0.029159 37720 train 0.028390 37721 train 0.030526 37722 train 0.026709 37723 train 0.029142 37724 train 0.029090 37725 val 19.2913 37725 train 0.025942 37726 train 0.031202 37727 train 0.027883 37728 train 0.024791 37729 train 0.025574 37730 train 0.027201 37731 train 0.026487 37732 train 0.030073 37733 train 0.026388 37734 train 0.026675 37735 train 0.029234 37736 train 0.029699 37737 train 0.029229 37738 train 0.031162 37739 train 0.026190 37740 train 0.026102 37741 train 0.026368 37742 train 0.030981 37743 train 0.030224 37744 train 0.030275 37745 train 0.032847 37746 train 0.030490 37747 train 0.027928 37748 train 0.031099 37749 train 0.028491 37750 val 19.3925 37750 train 0.027557 37751 train 0.030682 37752 train 0.026309 37753 train 0.026603 37754 train 0.026892 37755 train 0.027210 37756 train 0.027501 37757 train 0.031231 37758 train 0.026142 37759 train 0.027143 37760 train 0.028438 37761 train 0.029743 37762 train 0.028464 37763 train 0.028581 37764 train 0.025813 37765 train 0.023770 37766 train 0.028336 37767 train 0.029081 37768 train 0.028983 37769 train 0.027275 37770 train 0.027857 37771 train 0.025000 37772 train 0.027990 37773 train 0.028488 37774 train 0.028986 37775 val 19.3480 37775 train 0.027465 37776 train 0.029296 37777 train 0.027599 37778 train 0.030526 37779 train 0.033428 37780 train 0.027516 37781 train 0.031288 37782 train 0.028440 37783 train 0.029602 37784 train 0.026598 37785 train 0.033013 37786 train 0.029843 37787 train 0.031614 37788 train 0.026253 37789 train 0.026069 37790 train 0.025101 37791 train 0.025358 37792 train 0.025253 37793 train 0.032227 37794 train 0.027100 37795 train 0.030056 37796 train 0.030040 37797 train 0.025906 37798 train 0.030535 37799 train 0.029569 37800 val 19.3158 37800 train 0.030584 37801 train 0.024556 37802 train 0.030575 37803 train 0.030968 37804 train 0.031534 37805 train 0.029098 37806 train 0.026056 37807 train 0.026557 37808 train 0.025952 37809 train 0.027735 37810 train 0.029587 37811 train 0.027715 37812 train 0.028030 37813 train 0.025298 37814 train 0.028892 37815 train 0.028473 37816 train 0.027959 37817 train 0.031815 37818 train 0.031706 37819 train 0.028585 37820 train 0.027878 37821 train 0.030134 37822 train 0.029028 37823 train 0.028850 37824 train 0.030402 37825 val 19.2781 37825 train 0.025893 37826 train 0.026363 37827 train 0.027330 37828 train 0.027652 37829 train 0.032133 37830 train 0.026530 37831 train 0.027887 37832 train 0.028231 37833 train 0.025712 37834 train 0.026053 37835 train 0.027669 37836 train 0.030613 37837 train 0.027300 37838 train 0.032371 37839 train 0.030379 37840 train 0.031572 37841 train 0.030197 37842 train 0.029579 37843 train 0.026803 37844 train 0.024596 37845 train 0.030606 37846 train 0.028282 37847 train 0.026500 37848 train 0.029118 37849 train 0.025514 37850 val 19.2496 37850 train 0.029136 37851 train 0.026370 37852 train 0.028404 37853 train 0.024759 37854 train 0.024952 37855 train 0.026395 37856 train 0.025690 37857 train 0.028937 37858 train 0.025205 37859 train 0.025899 37860 train 0.028981 37861 train 0.025346 37862 train 0.027966 37863 train 0.027363 37864 train 0.026506 37865 train 0.027567 37866 train 0.027945 37867 train 0.027185 37868 train 0.024813 37869 train 0.024942 37870 train 0.025499 37871 train 0.025373 37872 train 0.029256 37873 train 0.024252 37874 train 0.031778 37875 val 19.2779 37875 train 0.027075 37876 train 0.027008 37877 train 0.026551 37878 train 0.026017 37879 train 0.027486 37880 train 0.025120 37881 train 0.031888 37882 train 0.030755 37883 train 0.025880 37884 train 0.030605 37885 train 0.027666 37886 train 0.030188 37887 train 0.025374 37888 train 0.026402 37889 train 0.024304 37890 train 0.028822 37891 train 0.027522 37892 train 0.027168 37893 train 0.025480 37894 train 0.024270 37895 train 0.024322 37896 train 0.025367 37897 train 0.027235 37898 train 0.026816 37899 train 0.028714 37900 val 19.3533 37900 train 0.029392 37901 train 0.029382 37902 train 0.027741 37903 train 0.030215 37904 train 0.028754 37905 train 0.024998 37906 train 0.025601 37907 train 0.026874 37908 train 0.029025 37909 train 0.025601 37910 train 0.029586 37911 train 0.034610 37912 train 0.028111 37913 train 0.028126 37914 train 0.026346 37915 train 0.024132 37916 train 0.026611 37917 train 0.027625 37918 train 0.027992 37919 train 0.029214 37920 train 0.028442 37921 train 0.029036 37922 train 0.029071 37923 train 0.028802 37924 train 0.027657 37925 val 19.2592 37925 train 0.027254 37926 train 0.029110 37927 train 0.028334 37928 train 0.028687 37929 train 0.027563 37930 train 0.025360 37931 train 0.028060 37932 train 0.030250 37933 train 0.029378 37934 train 0.028503 37935 train 0.032369 37936 train 0.029713 37937 train 0.028693 37938 train 0.025052 37939 train 0.026493 37940 train 0.027551 37941 train 0.030757 37942 train 0.025528 37943 train 0.028710 37944 train 0.031454 37945 train 0.029118 37946 train 0.030885 37947 train 0.028944 37948 train 0.028033 37949 train 0.031453 37950 val 19.3158 37950 train 0.026246 37951 train 0.030405 37952 train 0.026131 37953 train 0.029059 37954 train 0.025673 37955 train 0.030734 37956 train 0.027702 37957 train 0.029529 37958 train 0.025912 37959 train 0.031013 37960 train 0.028307 37961 train 0.027842 37962 train 0.026304 37963 train 0.026854 37964 train 0.025292 37965 train 0.024616 37966 train 0.025533 37967 train 0.028243 37968 train 0.029036 37969 train 0.026187 37970 train 0.027183 37971 train 0.026993 37972 train 0.031336 37973 train 0.028455 37974 train 0.029501 37975 val 19.3318 37975 train 0.028238 37976 train 0.026965 37977 train 0.028566 37978 train 0.026014 37979 train 0.026386 37980 train 0.028900 37981 train 0.024064 37982 train 0.027834 37983 train 0.028545 37984 train 0.030312 37985 train 0.026635 37986 train 0.030939 37987 train 0.028683 37988 train 0.028139 37989 train 0.027021 37990 train 0.029507 37991 train 0.032771 37992 train 0.029651 37993 train 0.031362 37994 train 0.025672 37995 train 0.026805 37996 train 0.026865 37997 train 0.029001 37998 train 0.025088 37999 train 0.027904 38000 val 19.4110 38000 train 0.026909 38001 train 0.026956 38002 train 0.025948 38003 train 0.028136 38004 train 0.025944 38005 train 0.028236 38006 train 0.028942 38007 train 0.030962 38008 train 0.029002 38009 train 0.026688 38010 train 0.025824 38011 train 0.024738 38012 train 0.028904 38013 train 0.036016 38014 train 0.025523 38015 train 0.029924 38016 train 0.027461 38017 train 0.026849 38018 train 0.027257 38019 train 0.027000 38020 train 0.023108 38021 train 0.026756 38022 train 0.027197 38023 train 0.030393 38024 train 0.028271 38025 val 19.3343 38025 train 0.026967 38026 train 0.028890 38027 train 0.035873 38028 train 0.030010 38029 train 0.031749 38030 train 0.026192 38031 train 0.027095 38032 train 0.027345 38033 train 0.028709 38034 train 0.026516 38035 train 0.027843 38036 train 0.024065 38037 train 0.027009 38038 train 0.026256 38039 train 0.026395 38040 train 0.024255 38041 train 0.027340 38042 train 0.027941 38043 train 0.027710 38044 train 0.029871 38045 train 0.026212 38046 train 0.026202 38047 train 0.028672 38048 train 0.031949 38049 train 0.030769 38050 val 19.3032 38050 train 0.029671 38051 train 0.030059 38052 train 0.028632 38053 train 0.025872 38054 train 0.025272 38055 train 0.025322 38056 train 0.025780 38057 train 0.025849 38058 train 0.025434 38059 train 0.029499 38060 train 0.023809 38061 train 0.028038 38062 train 0.026599 38063 train 0.026943 38064 train 0.028023 38065 train 0.032074 38066 train 0.030970 38067 train 0.029419 38068 train 0.031760 38069 train 0.028261 38070 train 0.026432 38071 train 0.028407 38072 train 0.026056 38073 train 0.027354 38074 train 0.027588 38075 val 19.2915 38075 train 0.027185 38076 train 0.029508 38077 train 0.027898 38078 train 0.027195 38079 train 0.029984 38080 train 0.031270 38081 train 0.028576 38082 train 0.028823 38083 train 0.025027 38084 train 0.028769 38085 train 0.027839 38086 train 0.025830 38087 train 0.034187 38088 train 0.031842 38089 train 0.026331 38090 train 0.026917 38091 train 0.027493 38092 train 0.028678 38093 train 0.028879 38094 train 0.026418 38095 train 0.029855 38096 train 0.026692 38097 train 0.027963 38098 train 0.026533 38099 train 0.025524 38100 val 19.3417 38100 train 0.026510 38101 train 0.027414 38102 train 0.028811 38103 train 0.028984 38104 train 0.027220 38105 train 0.027431 38106 train 0.025816 38107 train 0.028451 38108 train 0.028546 38109 train 0.029516 38110 train 0.030173 38111 train 0.028165 38112 train 0.027522 38113 train 0.029369 38114 train 0.028401 38115 train 0.031020 38116 train 0.028598 38117 train 0.024955 38118 train 0.028730 38119 train 0.030129 38120 train 0.027323 38121 train 0.024664 38122 train 0.025737 38123 train 0.025503 38124 train 0.026048 38125 val 19.3884 38125 train 0.025765 38126 train 0.031314 38127 train 0.026521 38128 train 0.027492 38129 train 0.029019 38130 train 0.025856 38131 train 0.027915 38132 train 0.026958 38133 train 0.028705 38134 train 0.025436 38135 train 0.026604 38136 train 0.026009 38137 train 0.024657 38138 train 0.027915 38139 train 0.025366 38140 train 0.027390 38141 train 0.025345 38142 train 0.023169 38143 train 0.026000 38144 train 0.024856 38145 train 0.028556 38146 train 0.029300 38147 train 0.029396 38148 train 0.027524 38149 train 0.035115 38150 val 19.4167 38150 train 0.026319 38151 train 0.047688 38152 train 0.026454 38153 train 0.027753 38154 train 0.028754 38155 train 0.028068 38156 train 0.027148 38157 train 0.025082 38158 train 0.031151 38159 train 0.027607 38160 train 0.025110 38161 train 0.027606 38162 train 0.026413 38163 train 0.023216 38164 train 0.026046 38165 train 0.026811 38166 train 0.025274 38167 train 0.025652 38168 train 0.028560 38169 train 0.033724 38170 train 0.027445 38171 train 0.029712 38172 train 0.028012 38173 train 0.026701 38174 train 0.027855 38175 val 19.4251 38175 train 0.027969 38176 train 0.026379 38177 train 0.024237 38178 train 0.030724 38179 train 0.026313 38180 train 0.023780 38181 train 0.027256 38182 train 0.025494 38183 train 0.025908 38184 train 0.027651 38185 train 0.034571 38186 train 0.025241 38187 train 0.037453 38188 train 0.024838 38189 train 0.028919 38190 train 0.029249 38191 train 0.028426 38192 train 0.027005 38193 train 0.027228 38194 train 0.033985 38195 train 0.032687 38196 train 0.025648 38197 train 0.029600 38198 train 0.026503 38199 train 0.024861 38200 val 19.3781 38200 train 0.028059 38201 train 0.028045 38202 train 0.025519 38203 train 0.025506 38204 train 0.027712 38205 train 0.027871 38206 train 0.026261 38207 train 0.024574 38208 train 0.025125 38209 train 0.028831 38210 train 0.027402 38211 train 0.025867 38212 train 0.024762 38213 train 0.026845 38214 train 0.027748 38215 train 0.028033 38216 train 0.025927 38217 train 0.025320 38218 train 0.026695 38219 train 0.023625 38220 train 0.026260 38221 train 0.029627 38222 train 0.028066 38223 train 0.029839 38224 train 0.024640 38225 val 19.3572 38225 train 0.026440 38226 train 0.028211 38227 train 0.027026 38228 train 0.027854 38229 train 0.026341 38230 train 0.029844 38231 train 0.028774 38232 train 0.027920 38233 train 0.029562 38234 train 0.030561 38235 train 0.028386 38236 train 0.030447 38237 train 0.028711 38238 train 0.026255 38239 train 0.027860 38240 train 0.025539 38241 train 0.027994 38242 train 0.028993 38243 train 0.026945 38244 train 0.027187 38245 train 0.028934 38246 train 0.028849 38247 train 0.026098 38248 train 0.027019 38249 train 0.024283 38250 val 19.3691 38250 train 0.028343 38251 train 0.029472 38252 train 0.025950 38253 train 0.028677 38254 train 0.025649 38255 train 0.027672 38256 train 0.030319 38257 train 0.030316 38258 train 0.027014 38259 train 0.026047 38260 train 0.026478 38261 train 0.028778 38262 train 0.029420 38263 train 0.026678 38264 train 0.027532 38265 train 0.024478 38266 train 0.027397 38267 train 0.022426 38268 train 0.025211 38269 train 0.024215 38270 train 0.027781 38271 train 0.028720 38272 train 0.029291 38273 train 0.029967 38274 train 0.027531 38275 val 19.3745 38275 train 0.031197 38276 train 0.027634 38277 train 0.031828 38278 train 0.027940 38279 train 0.028617 38280 train 0.026658 38281 train 0.026512 38282 train 0.027879 38283 train 0.031331 38284 train 0.024869 38285 train 0.028258 38286 train 0.028008 38287 train 0.027011 38288 train 0.028062 38289 train 0.029268 38290 train 0.029943 38291 train 0.024810 38292 train 0.029645 38293 train 0.027966 38294 train 0.027689 38295 train 0.024349 38296 train 0.024622 38297 train 0.028611 38298 train 0.030120 38299 train 0.029338 38300 val 19.3634 38300 train 0.026535 38301 train 0.028337 38302 train 0.029100 38303 train 0.023008 38304 train 0.027348 38305 train 0.025529 38306 train 0.027753 38307 train 0.028481 38308 train 0.030870 38309 train 0.028302 38310 train 0.024725 38311 train 0.029171 38312 train 0.024879 38313 train 0.032290 38314 train 0.028632 38315 train 0.033166 38316 train 0.031821 38317 train 0.026799 38318 train 0.026493 38319 train 0.035363 38320 train 0.027225 38321 train 0.027892 38322 train 0.027065 38323 train 0.028587 38324 train 0.028011 38325 val 19.3264 38325 train 0.029615 38326 train 0.031055 38327 train 0.025549 38328 train 0.026065 38329 train 0.029779 38330 train 0.028557 38331 train 0.025550 38332 train 0.025573 38333 train 0.028357 38334 train 0.029919 38335 train 0.025563 38336 train 0.029195 38337 train 0.036289 38338 train 0.028290 38339 train 0.028175 38340 train 0.031160 38341 train 0.028896 38342 train 0.028644 38343 train 0.029193 38344 train 0.032288 38345 train 0.028727 38346 train 0.027300 38347 train 0.030999 38348 train 0.025776 38349 train 0.028584 38350 val 19.3469 38350 train 0.031044 38351 train 0.031456 38352 train 0.028785 38353 train 0.025290 38354 train 0.027482 38355 train 0.030181 38356 train 0.029445 38357 train 0.026797 38358 train 0.027045 38359 train 0.027423 38360 train 0.029919 38361 train 0.031649 38362 train 0.031008 38363 train 0.024273 38364 train 0.029614 38365 train 0.027556 38366 train 0.024158 38367 train 0.026287 38368 train 0.023806 38369 train 0.024553 38370 train 0.027278 38371 train 0.026248 38372 train 0.028891 38373 train 0.069781 38374 train 0.027091 38375 val 19.3546 38375 train 0.028646 38376 train 0.032984 38377 train 0.027815 38378 train 0.032844 38379 train 0.033718 38380 train 0.028051 38381 train 0.027097 38382 train 0.026891 38383 train 0.027545 38384 train 0.026071 38385 train 0.031067 38386 train 0.026407 38387 train 0.030233 38388 train 0.025781 38389 train 0.023074 38390 train 0.025041 38391 train 0.026322 38392 train 0.023828 38393 train 0.025133 38394 train 0.026612 38395 train 0.028207 38396 train 0.028047 38397 train 0.028153 38398 train 0.026621 38399 train 0.027608 38400 val 19.2561 38400 train 0.026672 38401 train 0.029621 38402 train 0.022396 38403 train 0.023604 38404 train 0.028690 38405 train 0.024880 38406 train 0.025157 38407 train 0.024956 38408 train 0.037404 38409 train 0.041695 38410 train 0.023129 38411 train 0.024142 38412 train 0.026811 38413 train 0.024162 38414 train 0.027504 38415 train 0.030568 38416 train 0.028423 38417 train 0.026504 38418 train 0.026403 38419 train 0.028376 38420 train 0.026926 38421 train 0.030884 38422 train 0.027475 38423 train 0.028110 38424 train 0.027302 38425 val 19.3347 38425 train 0.029977 38426 train 0.027936 38427 train 0.027693 38428 train 0.025059 38429 train 0.024567 38430 train 0.030193 38431 train 0.031576 38432 train 0.030185 38433 train 0.027434 38434 train 0.024665 38435 train 0.029546 38436 train 0.022138 38437 train 0.022389 38438 train 0.026422 38439 train 0.025986 38440 train 0.024642 38441 train 0.026065 38442 train 0.028548 38443 train 0.026307 38444 train 0.087022 38445 train 0.078270 38446 train 0.025025 38447 train 0.026564 38448 train 0.028398 38449 train 0.027354 38450 val 19.2693 38450 train 0.029823 38451 train 0.030441 38452 train 0.030492 38453 train 0.030328 38454 train 0.029009 38455 train 0.028775 38456 train 0.028880 38457 train 0.031134 38458 train 0.028812 38459 train 0.028638 38460 train 0.032486 38461 train 0.031667 38462 train 0.029332 38463 train 0.029024 38464 train 0.028435 38465 train 0.025954 38466 train 0.032039 38467 train 0.032433 38468 train 0.029093 38469 train 0.025977 38470 train 0.023391 38471 train 0.028213 38472 train 0.025051 38473 train 0.024324 38474 train 0.025154 38475 val 19.2736 38475 train 0.025056 38476 train 0.027026 38477 train 0.023847 38478 train 0.031075 38479 train 0.024235 38480 train 0.032401 38481 train 0.043580 38482 train 0.024923 38483 train 0.029862 38484 train 0.028540 38485 train 0.028992 38486 train 0.024323 38487 train 0.027164 38488 train 0.029547 38489 train 0.026162 38490 train 0.022981 38491 train 0.030637 38492 train 0.025021 38493 train 0.026856 38494 train 0.024667 38495 train 0.025004 38496 train 0.026826 38497 train 0.028438 38498 train 0.025385 38499 train 0.027498 38500 val 19.3830 38500 train 0.029063 38501 train 0.024680 38502 train 0.026694 38503 train 0.026120 38504 train 0.024853 38505 train 0.032435 38506 train 0.025014 38507 train 0.025468 38508 train 0.026283 38509 train 0.024222 38510 train 0.024478 38511 train 0.025521 38512 train 0.026144 38513 train 0.024302 38514 train 0.027705 38515 train 0.023516 38516 train 0.023123 38517 train 0.093255 38518 train 0.025230 38519 train 0.024128 38520 train 0.026192 38521 train 0.025181 38522 train 0.025339 38523 train 0.026912 38524 train 0.027664 38525 val 19.3629 38525 train 0.025809 38526 train 0.027261 38527 train 0.038595 38528 train 0.026104 38529 train 0.026754 38530 train 0.027410 38531 train 0.027734 38532 train 0.030321 38533 train 0.031588 38534 train 0.025366 38535 train 0.029229 38536 train 0.027209 38537 train 0.026162 38538 train 0.026839 38539 train 0.026481 38540 train 0.029779 38541 train 0.027248 38542 train 0.026933 38543 train 0.036348 38544 train 0.028012 38545 train 0.025992 38546 train 0.025910 38547 train 0.025350 38548 train 0.027477 38549 train 0.025708 38550 val 19.2734 38550 train 0.026761 38551 train 0.027527 38552 train 0.024203 38553 train 0.086557 38554 train 0.023577 38555 train 0.032593 38556 train 0.026456 38557 train 0.027593 38558 train 0.028148 38559 train 0.024112 38560 train 0.031509 38561 train 0.027011 38562 train 0.028532 38563 train 0.031852 38564 train 0.026645 38565 train 0.029311 38566 train 0.026734 38567 train 0.027352 38568 train 0.025696 38569 train 0.030408 38570 train 0.025218 38571 train 0.027921 38572 train 0.028308 38573 train 0.027787 38574 train 0.027158 38575 val 19.2704 38575 train 0.025384 38576 train 0.025052 38577 train 0.023385 38578 train 0.024838 38579 train 0.057338 38580 train 0.026294 38581 train 0.026696 38582 train 0.026574 38583 train 0.030136 38584 train 0.028976 38585 train 0.030783 38586 train 0.025778 38587 train 0.027604 38588 train 0.028635 38589 train 0.039682 38590 train 0.026012 38591 train 0.057916 38592 train 0.027722 38593 train 0.025906 38594 train 0.027774 38595 train 0.028285 38596 train 0.030881 38597 train 0.025860 38598 train 0.027640 38599 train 0.027558 38600 val 19.3461 38600 train 0.028559 38601 train 0.026939 38602 train 0.028878 38603 train 0.024799 38604 train 0.024247 38605 train 0.034086 38606 train 0.029451 38607 train 0.029515 38608 train 0.028061 38609 train 0.032525 38610 train 0.030016 38611 train 0.026726 38612 train 0.026689 38613 train 0.025460 38614 train 0.031070 38615 train 0.042498 38616 train 0.027461 38617 train 0.027516 38618 train 0.025276 38619 train 0.024595 38620 train 0.027464 38621 train 0.026204 38622 train 0.024117 38623 train 0.024602 38624 train 0.038988 38625 val 19.2379 38625 train 0.024013 38626 train 0.027808 38627 train 0.033024 38628 train 0.025230 38629 train 0.026825 38630 train 0.025055 38631 train 0.023161 38632 train 0.025269 38633 train 0.023297 38634 train 0.026312 38635 train 0.025168 38636 train 0.027668 38637 train 0.024429 38638 train 0.027206 38639 train 0.023282 38640 train 0.024852 38641 train 0.030904 38642 train 0.028723 38643 train 0.027672 38644 train 0.024946 38645 train 0.028854 38646 train 0.027593 38647 train 0.023439 38648 train 0.025290 38649 train 0.026377 38650 val 19.2999 38650 train 0.026711 38651 train 0.032668 38652 train 0.026648 38653 train 0.025500 38654 train 0.028404 38655 train 0.025488 38656 train 0.028252 38657 train 0.024261 38658 train 0.024409 38659 train 0.025077 38660 train 0.025353 38661 train 0.024176 38662 train 0.027220 38663 train 0.029767 38664 train 0.025775 38665 train 0.023095 38666 train 0.023144 38667 train 0.024218 38668 train 0.025633 38669 train 0.022286 38670 train 0.028657 38671 train 0.024129 38672 train 0.027768 38673 train 0.023481 38674 train 0.024780 38675 val 19.2387 38675 train 0.022138 38676 train 0.024514 38677 train 0.029805 38678 train 0.026871 38679 train 0.026641 38680 train 0.026859 38681 train 0.025394 38682 train 0.029549 38683 train 0.027788 38684 train 0.026593 38685 train 0.027794 38686 train 0.027383 38687 train 0.028288 38688 train 0.026282 38689 train 0.026580 38690 train 0.026441 38691 train 0.025561 38692 train 0.030126 38693 train 0.028798 38694 train 0.026342 38695 train 0.025356 38696 train 0.025359 38697 train 0.024190 38698 train 0.030662 38699 train 0.024954 38700 val 19.2511 38700 train 0.028443 38701 train 0.023718 38702 train 0.024414 38703 train 0.025673 38704 train 0.025848 38705 train 0.025989 38706 train 0.031776 38707 train 0.025709 38708 train 0.028416 38709 train 0.028145 38710 train 0.025966 38711 train 0.023008 38712 train 0.026529 38713 train 0.029131 38714 train 0.027478 38715 train 0.024755 38716 train 0.027394 38717 train 0.030411 38718 train 0.024852 38719 train 0.025851 38720 train 0.027699 38721 train 0.023937 38722 train 0.027420 38723 train 0.027243 38724 train 0.025606 38725 val 19.3006 38725 train 0.026148 38726 train 0.026229 38727 train 0.028122 38728 train 0.030530 38729 train 0.029049 38730 train 0.028943 38731 train 0.026051 38732 train 0.028165 38733 train 0.022236 38734 train 0.029736 38735 train 0.026262 38736 train 0.036562 38737 train 0.029522 38738 train 0.029059 38739 train 0.025659 38740 train 0.026498 38741 train 0.027405 38742 train 0.040831 38743 train 0.024123 38744 train 0.026867 38745 train 0.026956 38746 train 0.025099 38747 train 0.026913 38748 train 0.028503 38749 train 0.027303 38750 val 19.2679 38750 train 0.024089 38751 train 0.024886 38752 train 0.029038 38753 train 0.039537 38754 train 0.026702 38755 train 0.027083 38756 train 0.026180 38757 train 0.025737 38758 train 0.026620 38759 train 0.029127 38760 train 0.026933 38761 train 0.025768 38762 train 0.024713 38763 train 0.025550 38764 train 0.028574 38765 train 0.030764 38766 train 0.029048 38767 train 0.025177 38768 train 0.029446 38769 train 0.023481 38770 train 0.037289 38771 train 0.028329 38772 train 0.075801 38773 train 0.024568 38774 train 0.027309 38775 val 19.2251 38775 train 0.027768 38776 train 0.024349 38777 train 0.028656 38778 train 0.030208 38779 train 0.027696 38780 train 0.026756 38781 train 0.027074 38782 train 0.026900 38783 train 0.030485 38784 train 0.025849 38785 train 0.026542 38786 train 0.024290 38787 train 0.027244 38788 train 0.027487 38789 train 0.028445 38790 train 0.026888 38791 train 0.026400 38792 train 0.029647 38793 train 0.025631 38794 train 0.030440 38795 train 0.025410 38796 train 0.028536 38797 train 0.023792 38798 train 0.025840 38799 train 0.025598 38800 val 19.2771 38800 train 0.026857 38801 train 0.026619 38802 train 0.028048 38803 train 0.026052 38804 train 0.024120 38805 train 0.022781 38806 train 0.030605 38807 train 0.027802 38808 train 0.030920 38809 train 0.027469 38810 train 0.028821 38811 train 0.029572 38812 train 0.023638 38813 train 0.026555 38814 train 0.031058 38815 train 0.026753 38816 train 0.026187 38817 train 0.026432 38818 train 0.024330 38819 train 0.050044 38820 train 0.024855 38821 train 0.025044 38822 train 0.026484 38823 train 0.024734 38824 train 0.027202 38825 val 19.3737 38825 train 0.024132 38826 train 0.027948 38827 train 0.024988 38828 train 0.026382 38829 train 0.025914 38830 train 0.029092 38831 train 0.027263 38832 train 0.028157 38833 train 0.027842 38834 train 0.028620 38835 train 0.028248 38836 train 0.026081 38837 train 0.027383 38838 train 0.026261 38839 train 0.030171 38840 train 0.023801 38841 train 0.025875 38842 train 0.027031 38843 train 0.028477 38844 train 0.026044 38845 train 0.026811 38846 train 0.026168 38847 train 0.028573 38848 train 0.028774 38849 train 0.025898 38850 val 19.2839 38850 train 0.026603 38851 train 0.024911 38852 train 0.028281 38853 train 0.027051 38854 train 0.025259 38855 train 0.073561 38856 train 0.027113 38857 train 0.025788 38858 train 0.029407 38859 train 0.027418 38860 train 0.024523 38861 train 0.026976 38862 train 0.030141 38863 train 0.026106 38864 train 0.025294 38865 train 0.025199 38866 train 0.029364 38867 train 0.026233 38868 train 0.027138 38869 train 0.029213 38870 train 0.026205 38871 train 0.026813 38872 train 0.025240 38873 train 0.024057 38874 train 0.028315 38875 val 19.2615 38875 train 0.029128 38876 train 0.029452 38877 train 0.028535 38878 train 0.024995 38879 train 0.029226 38880 train 0.026079 38881 train 0.025481 38882 train 0.027506 38883 train 0.030869 38884 train 0.029955 38885 train 0.025443 38886 train 0.024521 38887 train 0.024651 38888 train 0.028265 38889 train 0.027845 38890 train 0.026220 38891 train 0.032823 38892 train 0.026268 38893 train 0.028093 38894 train 0.027505 38895 train 0.027912 38896 train 0.028307 38897 train 0.027673 38898 train 0.026176 38899 train 0.029758 38900 val 19.2353 38900 train 0.027538 38901 train 0.026320 38902 train 0.025001 38903 train 0.026768 38904 train 0.023365 38905 train 0.024614 38906 train 0.023466 38907 train 0.027821 38908 train 0.023381 38909 train 0.023953 38910 train 0.026939 38911 train 0.026072 38912 train 0.023729 38913 train 0.028089 38914 train 0.026231 38915 train 0.028032 38916 train 0.026941 38917 train 0.028545 38918 train 0.026464 38919 train 0.026889 38920 train 0.044294 38921 train 0.029957 38922 train 0.024649 38923 train 0.028112 38924 train 0.028963 38925 val 19.1737 38925 train 0.032683 38926 train 0.026226 38927 train 0.032182 38928 train 0.026339 38929 train 0.028233 38930 train 0.026764 38931 train 0.035681 38932 train 0.029015 38933 train 0.027305 38934 train 0.025410 38935 train 0.030543 38936 train 0.031205 38937 train 0.028502 38938 train 0.029617 38939 train 0.027369 38940 train 0.025110 38941 train 0.027457 38942 train 0.026475 38943 train 0.028278 38944 train 0.025860 38945 train 0.022941 38946 train 0.028055 38947 train 0.026106 38948 train 0.025520 38949 train 0.030652 38950 val 19.2342 38950 train 0.025995 38951 train 0.026235 38952 train 0.025183 38953 train 0.024768 38954 train 0.025817 38955 train 0.029044 38956 train 0.027777 38957 train 0.024821 38958 train 0.027084 38959 train 0.025607 38960 train 0.028719 38961 train 0.039825 38962 train 0.025070 38963 train 0.025061 38964 train 0.027085 38965 train 0.026238 38966 train 0.026237 38967 train 0.030888 38968 train 0.028032 38969 train 0.025797 38970 train 0.027971 38971 train 0.025994 38972 train 0.028205 38973 train 0.027852 38974 train 0.025878 38975 val 19.2723 38975 train 0.026143 38976 train 0.025718 38977 train 0.024705 38978 train 0.029511 38979 train 0.026178 38980 train 0.026426 38981 train 0.022981 38982 train 0.027973 38983 train 0.023560 38984 train 0.026499 38985 train 0.026221 38986 train 0.025095 38987 train 0.024853 38988 train 0.024212 38989 train 0.024336 38990 train 0.024171 38991 train 0.023502 38992 train 0.027749 38993 train 0.025377 38994 train 0.024577 38995 train 0.026425 38996 train 0.028986 38997 train 0.030877 38998 train 0.026940 38999 train 0.023983 39000 val 19.2427 39000 train 0.026990 39001 train 0.027078 39002 train 0.026450 39003 train 0.029710 39004 train 0.028940 39005 train 0.025215 39006 train 0.024295 39007 train 0.021775 39008 train 0.026897 39009 train 0.023250 39010 train 0.024569 39011 train 0.028649 39012 train 0.027278 39013 train 0.025970 39014 train 0.029148 39015 train 0.024859 39016 train 0.024811 39017 train 0.022785 39018 train 0.025841 39019 train 0.026264 39020 train 0.027402 39021 train 0.024036 39022 train 0.026547 39023 train 0.025514 39024 train 0.026395 39025 val 19.2409 39025 train 0.022415 39026 train 0.027354 39027 train 0.024510 39028 train 0.026070 39029 train 0.028382 39030 train 0.027192 39031 train 0.026528 39032 train 0.030620 39033 train 0.028773 39034 train 0.040817 39035 train 0.027184 39036 train 0.030270 39037 train 0.025067 39038 train 0.024058 39039 train 0.026730 39040 train 0.027040 39041 train 0.026040 39042 train 0.027138 39043 train 0.022942 39044 train 0.027995 39045 train 0.024027 39046 train 0.027049 39047 train 0.026347 39048 train 0.030962 39049 train 0.027144 39050 val 19.3319 39050 train 0.028362 39051 train 0.024470 39052 train 0.031038 39053 train 0.026950 39054 train 0.025173 39055 train 0.030288 39056 train 0.027493 39057 train 0.027833 39058 train 0.028048 39059 train 0.029152 39060 train 0.026944 39061 train 0.025850 39062 train 0.029116 39063 train 0.026713 39064 train 0.032986 39065 train 0.027919 39066 train 0.026907 39067 train 0.028563 39068 train 0.029575 39069 train 0.029775 39070 train 0.031913 39071 train 0.027839 39072 train 0.026270 39073 train 0.026265 39074 train 0.024497 39075 val 19.3171 39075 train 0.029974 39076 train 0.026637 39077 train 0.026576 39078 train 0.028673 39079 train 0.025165 39080 train 0.030204 39081 train 0.026291 39082 train 0.023601 39083 train 0.024669 39084 train 0.027089 39085 train 0.026787 39086 train 0.027218 39087 train 0.027054 39088 train 0.026849 39089 train 0.028056 39090 train 0.024902 39091 train 0.025979 39092 train 0.031017 39093 train 0.025613 39094 train 0.026164 39095 train 0.024059 39096 train 0.028731 39097 train 0.027175 39098 train 0.026762 39099 train 0.027166 39100 val 19.2670 39100 train 0.025728 39101 train 0.025498 39102 train 0.026906 39103 train 0.030076 39104 train 0.027267 39105 train 0.030012 39106 train 0.030092 39107 train 0.022369 39108 train 0.026727 39109 train 0.025346 39110 train 0.024393 39111 train 0.025259 39112 train 0.024915 39113 train 0.025241 39114 train 0.027050 39115 train 0.030857 39116 train 0.025579 39117 train 0.025440 39118 train 0.028015 39119 train 0.026087 39120 train 0.022708 39121 train 0.024393 39122 train 0.026654 39123 train 0.026714 39124 train 0.026701 39125 val 19.3021 39125 train 0.027330 39126 train 0.025652 39127 train 0.025984 39128 train 0.027607 39129 train 0.024054 39130 train 0.026273 39131 train 0.024219 39132 train 0.023854 39133 train 0.023374 39134 train 0.025788 39135 train 0.026884 39136 train 0.025234 39137 train 0.026471 39138 train 0.024763 39139 train 0.026525 39140 train 0.027735 39141 train 0.029280 39142 train 0.033660 39143 train 0.022825 39144 train 0.024447 39145 train 0.026051 39146 train 0.026887 39147 train 0.028235 39148 train 0.025705 39149 train 0.025152 39150 val 19.2701 39150 train 0.025254 39151 train 0.027858 39152 train 0.025593 39153 train 0.029382 39154 train 0.026585 39155 train 0.024280 39156 train 0.026963 39157 train 0.028435 39158 train 0.029371 39159 train 0.026807 39160 train 0.026416 39161 train 0.029580 39162 train 0.027493 39163 train 0.027578 39164 train 0.027015 39165 train 0.027639 39166 train 0.029470 39167 train 0.026273 39168 train 0.027030 39169 train 0.029217 39170 train 0.029576 39171 train 0.026753 39172 train 0.027010 39173 train 0.025385 39174 train 0.027162 39175 val 19.2665 39175 train 0.028498 39176 train 0.024540 39177 train 0.028211 39178 train 0.030139 39179 train 0.027360 39180 train 0.027750 39181 train 0.029010 39182 train 0.030670 39183 train 0.028763 39184 train 0.027223 39185 train 0.026250 39186 train 0.026440 39187 train 0.026997 39188 train 0.025872 39189 train 0.026774 39190 train 0.026895 39191 train 0.025526 39192 train 0.026157 39193 train 0.022217 39194 train 0.027147 39195 train 0.029495 39196 train 0.026909 39197 train 0.027167 39198 train 0.027118 39199 train 0.029707 39200 val 19.3342 39200 train 0.028356 39201 train 0.026682 39202 train 0.026285 39203 train 0.027445 39204 train 0.024497 39205 train 0.030085 39206 train 0.029440 39207 train 0.027534 39208 train 0.030103 39209 train 0.026934 39210 train 0.025356 39211 train 0.026694 39212 train 0.025271 39213 train 0.026090 39214 train 0.026694 39215 train 0.028666 39216 train 0.027777 39217 train 0.029538 39218 train 0.036769 39219 train 0.030238 39220 train 0.030050 39221 train 0.025337 39222 train 0.029080 39223 train 0.026330 39224 train 0.026571 39225 val 19.3054 39225 train 0.030733 39226 train 0.028072 39227 train 0.026377 39228 train 0.026420 39229 train 0.026284 39230 train 0.028973 39231 train 0.026438 39232 train 0.028421 39233 train 0.027444 39234 train 0.024849 39235 train 0.028855 39236 train 0.030211 39237 train 0.024329 39238 train 0.027122 39239 train 0.027520 39240 train 0.029653 39241 train 0.034684 39242 train 0.032258 39243 train 0.027927 39244 train 0.028863 39245 train 0.029265 39246 train 0.026272 39247 train 0.029075 39248 train 0.031987 39249 train 0.022802 39250 val 19.2970 39250 train 0.025689 39251 train 0.028318 39252 train 0.028406 39253 train 0.025821 39254 train 0.033764 39255 train 0.027383 39256 train 0.029852 39257 train 0.026879 39258 train 0.029622 39259 train 0.028650 39260 train 0.024574 39261 train 0.032177 39262 train 0.025149 39263 train 0.026178 39264 train 0.025703 39265 train 0.025327 39266 train 0.025223 39267 train 0.027581 39268 train 0.026279 39269 train 0.026661 39270 train 0.027535 39271 train 0.025200 39272 train 0.026579 39273 train 0.021436 39274 train 0.023585 39275 val 19.3313 39275 train 0.025020 39276 train 0.027495 39277 train 0.029329 39278 train 0.025024 39279 train 0.028002 39280 train 0.028629 39281 train 0.032340 39282 train 0.026485 39283 train 0.030330 39284 train 0.031058 39285 train 0.026985 39286 train 0.023065 39287 train 0.026589 39288 train 0.028075 39289 train 0.029303 39290 train 0.034770 39291 train 0.027048 39292 train 0.031406 39293 train 0.024502 39294 train 0.026376 39295 train 0.024966 39296 train 0.026740 39297 train 0.028428 39298 train 0.026908 39299 train 0.028247 39300 val 19.3709 39300 train 0.026491 39301 train 0.026725 39302 train 0.024829 39303 train 0.029104 39304 train 0.025714 39305 train 0.023258 39306 train 0.028845 39307 train 0.024308 39308 train 0.026091 39309 train 0.022927 39310 train 0.024325 39311 train 0.025881 39312 train 0.022371 39313 train 0.029144 39314 train 0.025073 39315 train 0.025343 39316 train 0.027860 39317 train 0.027583 39318 train 0.024850 39319 train 0.027021 39320 train 0.030126 39321 train 0.027993 39322 train 0.027123 39323 train 0.026942 39324 train 0.029403 39325 val 19.3200 39325 train 0.030424 39326 train 0.031222 39327 train 0.025043 39328 train 0.026732 39329 train 0.026531 39330 train 0.027818 39331 train 0.029058 39332 train 0.025490 39333 train 0.025890 39334 train 0.026688 39335 train 0.027534 39336 train 0.025230 39337 train 0.025658 39338 train 0.022868 39339 train 0.028573 39340 train 0.026856 39341 train 0.025164 39342 train 0.028711 39343 train 0.024881 39344 train 0.023735 39345 train 0.024875 39346 train 0.026527 39347 train 0.024479 39348 train 0.025565 39349 train 0.024681 39350 val 19.3040 39350 train 0.027591 39351 train 0.027683 39352 train 0.031846 39353 train 0.025824 39354 train 0.024897 39355 train 0.028096 39356 train 0.025244 39357 train 0.025075 39358 train 0.026809 39359 train 0.027510 39360 train 0.025664 39361 train 0.024004 39362 train 0.026997 39363 train 0.025460 39364 train 0.031432 39365 train 0.027669 39366 train 0.026207 39367 train 0.027259 39368 train 0.024612 39369 train 0.026876 39370 train 0.026787 39371 train 0.033944 39372 train 0.025864 39373 train 0.022239 39374 train 0.023823 39375 val 19.3807 39375 train 0.026187 39376 train 0.024654 39377 train 0.024608 39378 train 0.026013 39379 train 0.025269 39380 train 0.023668 39381 train 0.024023 39382 train 0.025128 39383 train 0.025073 39384 train 0.026213 39385 train 0.027769 39386 train 0.031419 39387 train 0.026722 39388 train 0.034900 39389 train 0.023958 39390 train 0.025548 39391 train 0.030056 39392 train 0.023713 39393 train 0.026751 39394 train 0.032867 39395 train 0.027163 39396 train 0.025543 39397 train 0.024545 39398 train 0.025135 39399 train 0.021336 39400 val 19.3617 39400 train 0.026476 39401 train 0.024670 39402 train 0.025395 39403 train 0.025528 39404 train 0.025573 39405 train 0.026036 39406 train 0.025233 39407 train 0.027091 39408 train 0.040743 39409 train 0.025193 39410 train 0.024990 39411 train 0.026885 39412 train 0.026451 39413 train 0.025836 39414 train 0.022825 39415 train 0.026724 39416 train 0.026331 39417 train 0.023543 39418 train 0.025148 39419 train 0.023306 39420 train 0.023494 39421 train 0.026360 39422 train 0.028629 39423 train 0.026109 39424 train 0.026680 39425 val 19.4382 39425 train 0.027061 39426 train 0.027576 39427 train 0.028916 39428 train 0.022804 39429 train 0.025552 39430 train 0.029779 39431 train 0.025367 39432 train 0.030202 39433 train 0.028715 39434 train 0.025261 39435 train 0.025327 39436 train 0.027658 39437 train 0.026581 39438 train 0.026157 39439 train 0.027499 39440 train 0.025294 39441 train 0.026853 39442 train 0.026811 39443 train 0.026712 39444 train 0.028229 39445 train 0.037074 39446 train 0.027739 39447 train 0.027578 39448 train 0.027892 39449 train 0.030442 39450 val 19.3901 39450 train 0.025919 39451 train 0.026695 39452 train 0.027535 39453 train 0.026605 39454 train 0.030298 39455 train 0.024688 39456 train 0.024768 39457 train 0.024013 39458 train 0.027714 39459 train 0.026658 39460 train 0.024949 39461 train 0.028228 39462 train 0.023670 39463 train 0.027022 39464 train 0.022698 39465 train 0.025804 39466 train 0.029346 39467 train 0.027327 39468 train 0.026343 39469 train 0.029069 39470 train 0.030887 39471 train 0.027640 39472 train 0.029726 39473 train 0.029932 39474 train 0.027642 39475 val 19.3584 39475 train 0.030391 39476 train 0.026588 39477 train 0.023602 39478 train 0.025125 39479 train 0.029407 39480 train 0.024163 39481 train 0.027460 39482 train 0.025615 39483 train 0.025904 39484 train 0.024726 39485 train 0.028278 39486 train 0.027047 39487 train 0.024627 39488 train 0.027092 39489 train 0.027868 39490 train 0.028555 39491 train 0.025553 39492 train 0.024717 39493 train 0.022753 39494 train 0.026743 39495 train 0.026268 39496 train 0.025078 39497 train 0.025909 39498 train 0.033725 39499 train 0.024816 39500 val 19.3915 39500 train 0.026358 39501 train 0.023867 39502 train 0.025418 39503 train 0.024677 39504 train 0.027981 39505 train 0.027502 39506 train 0.034627 39507 train 0.027125 39508 train 0.026961 39509 train 0.027572 39510 train 0.026283 39511 train 0.027428 39512 train 0.025616 39513 train 0.026218 39514 train 0.025964 39515 train 0.026116 39516 train 0.025336 39517 train 0.028969 39518 train 0.026886 39519 train 0.025595 39520 train 0.024918 39521 train 0.024719 39522 train 0.023551 39523 train 0.024011 39524 train 0.025524 39525 val 19.4605 39525 train 0.024080 39526 train 0.026064 39527 train 0.026350 39528 train 0.031571 39529 train 0.025955 39530 train 0.029554 39531 train 0.025567 39532 train 0.022443 39533 train 0.027610 39534 train 0.028308 39535 train 0.023624 39536 train 0.025203 39537 train 0.024083 39538 train 0.026844 39539 train 0.025139 39540 train 0.025452 39541 train 0.027781 39542 train 0.027347 39543 train 0.025688 39544 train 0.024919 39545 train 0.026331 39546 train 0.026996 39547 train 0.027241 39548 train 0.024151 39549 train 0.027230 39550 val 19.4505 39550 train 0.026243 39551 train 0.025765 39552 train 0.025701 39553 train 0.026919 39554 train 0.026366 39555 train 0.033053 39556 train 0.025172 39557 train 0.023547 39558 train 0.024293 39559 train 0.026910 39560 train 0.023214 39561 train 0.026002 39562 train 0.024307 39563 train 0.020791 39564 train 0.032525 39565 train 0.025061 39566 train 0.026041 39567 train 0.027039 39568 train 0.028274 39569 train 0.024753 39570 train 0.034017 39571 train 0.028342 39572 train 0.026928 39573 train 0.027818 39574 train 0.025777 39575 val 19.3153 39575 train 0.025642 39576 train 0.026617 39577 train 0.028569 39578 train 0.027153 39579 train 0.029121 39580 train 0.025700 39581 train 0.024073 39582 train 0.026896 39583 train 0.025839 39584 train 0.026793 39585 train 0.026269 39586 train 0.024636 39587 train 0.025409 39588 train 0.025714 39589 train 0.025685 39590 train 0.028020 39591 train 0.029745 39592 train 0.028119 39593 train 0.024819 39594 train 0.029037 39595 train 0.028146 39596 train 0.025319 39597 train 0.028670 39598 train 0.023587 39599 train 0.023470 39600 val 19.4779 39600 train 0.031653 39601 train 0.025625 39602 train 0.026980 39603 train 0.025242 39604 train 0.026509 39605 train 0.026369 39606 train 0.028917 39607 train 0.025139 39608 train 0.031425 39609 train 0.027752 39610 train 0.028888 39611 train 0.026612 39612 train 0.028596 39613 train 0.026008 39614 train 0.027548 39615 train 0.029723 39616 train 0.027948 39617 train 0.025067 39618 train 0.028217 39619 train 0.028572 39620 train 0.027150 39621 train 0.028881 39622 train 0.024193 39623 train 0.025380 39624 train 0.023384 39625 val 19.4749 39625 train 0.025369 39626 train 0.027609 39627 train 0.025399 39628 train 0.023444 39629 train 0.027050 39630 train 0.023456 39631 train 0.027464 39632 train 0.025289 39633 train 0.030785 39634 train 0.025201 39635 train 0.026546 39636 train 0.026667 39637 train 0.023194 39638 train 0.025198 39639 train 0.022481 39640 train 0.025917 39641 train 0.023049 39642 train 0.024576 39643 train 0.023102 39644 train 0.031490 39645 train 0.024999 39646 train 0.022634 39647 train 0.023955 39648 train 0.025130 39649 train 0.025958 39650 val 19.4885 39650 train 0.027671 39651 train 0.024475 39652 train 0.025995 39653 train 0.023930 39654 train 0.028628 39655 train 0.026331 39656 train 0.027543 39657 train 0.031503 39658 train 0.024232 39659 train 0.027427 39660 train 0.024515 39661 train 0.027520 39662 train 0.025219 39663 train 0.024245 39664 train 0.026380 39665 train 0.026504 39666 train 0.023562 39667 train 0.027512 39668 train 0.028657 39669 train 0.025920 39670 train 0.024406 39671 train 0.026372 39672 train 0.023979 39673 train 0.023430 39674 train 0.024470 39675 val 19.4283 39675 train 0.024026 39676 train 0.026180 39677 train 0.027133 39678 train 0.022873 39679 train 0.024745 39680 train 0.027302 39681 train 0.024406 39682 train 0.026862 39683 train 0.025582 39684 train 0.031360 39685 train 0.026479 39686 train 0.029166 39687 train 0.027037 39688 train 0.027904 39689 train 0.026011 39690 train 0.027562 39691 train 0.023675 39692 train 0.025785 39693 train 0.029742 39694 train 0.026776 39695 train 0.027222 39696 train 0.027096 39697 train 0.026896 39698 train 0.029920 39699 train 0.024221 39700 val 19.4467 39700 train 0.025280 39701 train 0.025788 39702 train 0.026199 39703 train 0.029549 39704 train 0.026980 39705 train 0.027764 39706 train 0.024489 39707 train 0.029517 39708 train 0.027094 39709 train 0.026689 39710 train 0.028142 39711 train 0.027341 39712 train 0.027053 39713 train 0.026613 39714 train 0.023385 39715 train 0.024233 39716 train 0.027670 39717 train 0.026354 39718 train 0.026287 39719 train 0.029967 39720 train 0.029676 39721 train 0.024139 39722 train 0.027736 39723 train 0.026277 39724 train 0.025496 39725 val 19.4648 39725 train 0.027687 39726 train 0.030630 39727 train 0.023956 39728 train 0.024967 39729 train 0.025496 39730 train 0.026153 39731 train 0.023929 39732 train 0.029023 39733 train 0.032083 39734 train 0.027192 39735 train 0.026265 39736 train 0.024096 39737 train 0.025062 39738 train 0.026952 39739 train 0.025528 39740 train 0.025546 39741 train 0.024237 39742 train 0.024067 39743 train 0.026596 39744 train 0.027627 39745 train 0.026273 39746 train 0.024712 39747 train 0.025520 39748 train 0.027745 39749 train 0.023851 39750 val 19.4257 39750 train 0.027641 39751 train 0.028894 39752 train 0.027515 39753 train 0.026361 39754 train 0.027078 39755 train 0.027764 39756 train 0.027389 39757 train 0.029856 39758 train 0.027207 39759 train 0.029927 39760 train 0.029514 39761 train 0.025032 39762 train 0.032620 39763 train 0.025182 39764 train 0.026821 39765 train 0.026551 39766 train 0.029777 39767 train 0.023256 39768 train 0.027484 39769 train 0.026330 39770 train 0.028466 39771 train 0.027507 39772 train 0.026581 39773 train 0.026684 39774 train 0.023740 39775 val 19.4038 39775 train 0.027010 39776 train 0.026555 39777 train 0.025562 39778 train 0.026132 39779 train 0.029857 39780 train 0.025951 39781 train 0.028619 39782 train 0.025303 39783 train 0.027780 39784 train 0.025512 39785 train 0.023898 39786 train 0.027055 39787 train 0.026528 39788 train 0.025964 39789 train 0.025659 39790 train 0.028494 39791 train 0.025274 39792 train 0.022018 39793 train 0.025424 39794 train 0.027004 39795 train 0.027179 39796 train 0.028685 39797 train 0.026260 39798 train 0.027243 39799 train 0.026607 39800 val 19.4122 39800 train 0.027574 39801 train 0.024399 39802 train 0.056989 39803 train 0.023694 39804 train 0.025959 39805 train 0.027596 39806 train 0.026722 39807 train 0.024755 39808 train 0.025070 39809 train 0.026580 39810 train 0.023868 39811 train 0.025881 39812 train 0.026195 39813 train 0.029749 39814 train 0.026453 39815 train 0.026776 39816 train 0.027834 39817 train 0.026941 39818 train 0.025702 39819 train 0.024909 39820 train 0.024299 39821 train 0.024238 39822 train 0.027524 39823 train 0.029872 39824 train 0.024826 39825 val 19.4177 39825 train 0.026026 39826 train 0.024573 39827 train 0.024972 39828 train 0.025100 39829 train 0.027691 39830 train 0.025736 39831 train 0.026359 39832 train 0.026619 39833 train 0.027607 39834 train 0.025606 39835 train 0.037157 39836 train 0.023311 39837 train 0.025356 39838 train 0.026628 39839 train 0.025624 39840 train 0.027784 39841 train 0.031521 39842 train 0.025292 39843 train 0.026374 39844 train 0.026945 39845 train 0.026470 39846 train 0.025926 39847 train 0.027641 39848 train 0.025936 39849 train 0.025223 39850 val 19.3699 39850 train 0.024492 39851 train 0.027250 39852 train 0.029427 39853 train 0.022189 39854 train 0.023831 39855 train 0.025601 39856 train 0.023314 39857 train 0.026657 39858 train 0.029174 39859 train 0.024361 39860 train 0.024402 39861 train 0.027951 39862 train 0.026222 39863 train 0.024210 39864 train 0.025377 39865 train 0.028090 39866 train 0.032133 39867 train 0.027578 39868 train 0.028440 39869 train 0.028534 39870 train 0.027921 39871 train 0.025523 39872 train 0.026488 39873 train 0.026845 39874 train 0.024449 39875 val 19.4909 39875 train 0.026035 39876 train 0.028020 39877 train 0.033646 39878 train 0.026177 39879 train 0.023191 39880 train 0.027402 39881 train 0.028840 39882 train 0.026225 39883 train 0.026641 39884 train 0.025651 39885 train 0.027063 39886 train 0.026268 39887 train 0.024005 39888 train 0.027065 39889 train 0.024965 39890 train 0.025899 39891 train 0.025722 39892 train 0.026369 39893 train 0.026821 39894 train 0.025638 39895 train 0.027215 39896 train 0.022724 39897 train 0.030272 39898 train 0.027425 39899 train 0.024029 39900 val 19.4332 39900 train 0.026472 39901 train 0.028714 39902 train 0.029953 39903 train 0.025809 39904 train 0.026577 39905 train 0.035589 39906 train 0.025064 39907 train 0.026022 39908 train 0.024957 39909 train 0.031441 39910 train 0.025033 39911 train 0.025189 39912 train 0.026186 39913 train 0.025252 39914 train 0.028885 39915 train 0.027319 39916 train 0.025790 39917 train 0.024724 39918 train 0.025133 39919 train 0.024578 39920 train 0.028508 39921 train 0.029354 39922 train 0.027926 39923 train 0.025634 39924 train 0.028938 39925 val 19.3861 39925 train 0.027178 39926 train 0.026724 39927 train 0.026043 39928 train 0.027479 39929 train 0.028574 39930 train 0.021750 39931 train 0.026859 39932 train 0.025692 39933 train 0.024854 39934 train 0.024229 39935 train 0.025357 39936 train 0.027454 39937 train 0.028609 39938 train 0.027782 39939 train 0.029296 39940 train 0.027424 39941 train 0.075959 39942 train 0.022457 39943 train 0.025425 39944 train 0.026883 39945 train 0.029118 39946 train 0.033082 39947 train 0.024735 39948 train 0.024748 39949 train 0.027652 39950 val 19.4375 39950 train 0.027695 39951 train 0.025115 39952 train 0.025923 39953 train 0.022423 39954 train 0.027588 39955 train 0.027057 39956 train 0.026089 39957 train 0.024605 39958 train 0.027114 39959 train 0.024863 39960 train 0.026721 39961 train 0.023059 39962 train 0.027794 39963 train 0.028330 39964 train 0.028817 39965 train 0.030944 39966 train 0.025308 39967 train 0.026470 39968 train 0.027192 39969 train 0.026804 39970 train 0.024643 39971 train 0.023533 39972 train 0.022621 39973 train 0.028296 39974 train 0.026650 39975 val 19.4519 39975 train 0.025830 39976 train 0.029496 39977 train 0.034376 39978 train 0.027069 39979 train 0.027564 39980 train 0.025584 39981 train 0.029176 39982 train 0.026160 39983 train 0.025054 39984 train 0.026702 39985 train 0.025277 39986 train 0.024118 39987 train 0.027308 39988 train 0.023538 39989 train 0.021873 39990 train 0.026629 39991 train 0.021882 39992 train 0.025885 39993 train 0.023731 39994 train 0.025337 39995 train 0.023600 39996 train 0.024077 39997 train 0.025613 39998 train 0.022300 39999 train 0.025708 40000 val 19.3859 40000 train 0.026364 40001 train 0.025389 40002 train 0.028814 40003 train 0.024597 40004 train 0.029761 40005 train 0.028081 40006 train 0.023799 40007 train 0.023795 40008 train 0.024027 40009 train 0.024314 40010 train 0.026361 40011 train 0.025182 40012 train 0.027010 40013 train 0.024075 40014 train 0.023633 40015 train 0.025632 40016 train 0.022834 40017 train 0.032735 40018 train 0.026007 40019 train 0.030174 40020 train 0.025894 40021 train 0.027211 40022 train 0.025197 40023 train 0.029789 40024 train 0.025279 40025 val 19.3897 40025 train 0.021702 40026 train 0.024381 40027 train 0.023110 40028 train 0.029441 40029 train 0.024459 40030 train 0.023628 40031 train 0.022166 40032 train 0.024287 40033 train 0.024153 40034 train 0.021759 40035 train 0.025371 40036 train 0.024231 40037 train 0.024585 40038 train 0.024290 40039 train 0.024681 40040 train 0.025598 40041 train 0.029527 40042 train 0.027935 40043 train 0.026448 40044 train 0.025783 40045 train 0.027316 40046 train 0.027287 40047 train 0.025975 40048 train 0.023919 40049 train 0.025872 40050 val 19.4187 40050 train 0.025798 40051 train 0.030987 40052 train 0.025919 40053 train 0.027056 40054 train 0.023880 40055 train 0.025717 40056 train 0.025160 40057 train 0.028426 40058 train 0.025093 40059 train 0.026088 40060 train 0.025950 40061 train 0.026746 40062 train 0.025279 40063 train 0.025351 40064 train 0.037557 40065 train 0.027442 40066 train 0.025167 40067 train 0.024866 40068 train 0.025606 40069 train 0.026829 40070 train 0.022294 40071 train 0.025791 40072 train 0.024059 40073 train 0.025344 40074 train 0.026862 40075 val 19.4579 40075 train 0.026126 40076 train 0.033326 40077 train 0.029958 40078 train 0.027451 40079 train 0.029557 40080 train 0.027948 40081 train 0.027515 40082 train 0.025878 40083 train 0.028823 40084 train 0.025933 40085 train 0.027631 40086 train 0.028671 40087 train 0.036925 40088 train 0.023495 40089 train 0.029023 40090 train 0.026351 40091 train 0.026854 40092 train 0.029117 40093 train 0.029321 40094 train 0.024818 40095 train 0.022859 40096 train 0.026295 40097 train 0.026315 40098 train 0.025617 40099 train 0.024443 40100 val 19.4742 40100 train 0.030269 40101 train 0.030335 40102 train 0.027900 40103 train 0.026992 40104 train 0.031817 40105 train 0.030560 40106 train 0.023777 40107 train 0.026039 40108 train 0.029063 40109 train 0.026728 40110 train 0.025868 40111 train 0.027226 40112 train 0.025915 40113 train 0.026936 40114 train 0.025675 40115 train 0.030521 40116 train 0.025923 40117 train 0.025811 40118 train 0.029144 40119 train 0.026653 40120 train 0.023978 40121 train 0.024711 40122 train 0.027787 40123 train 0.024290 40124 train 0.028123 40125 val 19.3953 40125 train 0.025215 40126 train 0.028380 40127 train 0.028406 40128 train 0.029260 40129 train 0.026761 40130 train 0.024361 40131 train 0.026040 40132 train 0.026284 40133 train 0.029129 40134 train 0.024198 40135 train 0.023687 40136 train 0.026225 40137 train 0.043961 40138 train 0.026695 40139 train 0.022882 40140 train 0.025084 40141 train 0.024677 40142 train 0.024149 40143 train 0.023328 40144 train 0.027574 40145 train 0.026366 40146 train 0.025455 40147 train 0.027762 40148 train 0.025706 40149 train 0.024270 40150 val 19.3486 40150 train 0.024920 40151 train 0.033607 40152 train 0.025628 40153 train 0.027866 40154 train 0.027760 40155 train 0.027857 40156 train 0.023909 40157 train 0.025006 40158 train 0.027729 40159 train 0.024684 40160 train 0.023088 40161 train 0.022843 40162 train 0.025615 40163 train 0.021515 40164 train 0.027281 40165 train 0.027328 40166 train 0.028001 40167 train 0.030134 40168 train 0.025502 40169 train 0.028210 40170 train 0.028274 40171 train 0.024589 40172 train 0.027309 40173 train 0.032805 40174 train 0.029841 40175 val 19.4599 40175 train 0.029346 40176 train 0.026084 40177 train 0.024552 40178 train 0.024531 40179 train 0.026695 40180 train 0.024809 40181 train 0.026293 40182 train 0.022428 40183 train 0.023929 40184 train 0.026045 40185 train 0.026132 40186 train 0.036243 40187 train 0.027910 40188 train 0.026355 40189 train 0.025883 40190 train 0.026683 40191 train 0.029996 40192 train 0.027100 40193 train 0.027737 40194 train 0.029567 40195 train 0.030105 40196 train 0.032173 40197 train 0.025299 40198 train 0.026632 40199 train 0.026872 40200 val 19.4322 40200 train 0.028084 40201 train 0.030838 40202 train 0.030554 40203 train 0.026799 40204 train 0.025943 40205 train 0.024375 40206 train 0.028501 40207 train 0.023534 40208 train 0.028700 40209 train 0.033976 40210 train 0.036820 40211 train 0.027488 40212 train 0.027112 40213 train 0.025090 40214 train 0.028186 40215 train 0.027090 40216 train 0.024900 40217 train 0.022006 40218 train 0.023227 40219 train 0.023949 40220 train 0.024964 40221 train 0.027728 40222 train 0.032692 40223 train 0.023378 40224 train 0.024833 40225 val 19.4610 40225 train 0.028257 40226 train 0.025215 40227 train 0.026781 40228 train 0.024449 40229 train 0.025689 40230 train 0.024864 40231 train 0.028478 40232 train 0.026933 40233 train 0.024594 40234 train 0.025709 40235 train 0.024337 40236 train 0.028391 40237 train 0.026865 40238 train 0.030796 40239 train 0.024182 40240 train 0.022698 40241 train 0.022906 40242 train 0.025540 40243 train 0.025308 40244 train 0.025938 40245 train 0.027873 40246 train 0.032713 40247 train 0.024982 40248 train 0.026517 40249 train 0.024850 40250 val 19.4719 40250 train 0.027649 40251 train 0.026378 40252 train 0.023066 40253 train 0.025087 40254 train 0.023439 40255 train 0.026341 40256 train 0.022718 40257 train 0.025981 40258 train 0.031693 40259 train 0.024271 40260 train 0.025492 40261 train 0.023469 40262 train 0.022841 40263 train 0.023566 40264 train 0.022081 40265 train 0.024405 40266 train 0.024837 40267 train 0.026942 40268 train 0.028304 40269 train 0.026680 40270 train 0.029380 40271 train 0.024878 40272 train 0.028007 40273 train 0.026951 40274 train 0.030587 40275 val 19.4414 40275 train 0.024435 40276 train 0.025327 40277 train 0.022355 40278 train 0.025719 40279 train 0.027461 40280 train 0.027951 40281 train 0.029322 40282 train 0.030058 40283 train 0.025253 40284 train 0.023730 40285 train 0.024736 40286 train 0.027789 40287 train 0.027777 40288 train 0.024084 40289 train 0.029160 40290 train 0.026170 40291 train 0.026411 40292 train 0.024467 40293 train 0.024920 40294 train 0.027197 40295 train 0.026083 40296 train 0.028433 40297 train 0.028959 40298 train 0.025889 40299 train 0.024715 40300 val 19.4378 40300 train 0.024336 40301 train 0.024975 40302 train 0.024228 40303 train 0.022987 40304 train 0.027825 40305 train 0.026804 40306 train 0.024584 40307 train 0.024129 40308 train 0.024414 40309 train 0.025463 40310 train 0.030433 40311 train 0.026982 40312 train 0.031375 40313 train 0.030409 40314 train 0.027869 40315 train 0.029559 40316 train 0.027355 40317 train 0.031228 40318 train 0.040018 40319 train 0.024726 40320 train 0.025535 40321 train 0.024740 40322 train 0.024022 40323 train 0.029358 40324 train 0.024610 40325 val 19.4963 40325 train 0.025456 40326 train 0.026053 40327 train 0.023897 40328 train 0.024677 40329 train 0.028726 40330 train 0.025335 40331 train 0.026291 40332 train 0.029327 40333 train 0.027455 40334 train 0.024435 40335 train 0.025211 40336 train 0.025169 40337 train 0.027748 40338 train 0.023061 40339 train 0.025966 40340 train 0.028073 40341 train 0.024348 40342 train 0.027920 40343 train 0.026328 40344 train 0.025260 40345 train 0.024340 40346 train 0.026584 40347 train 0.024868 40348 train 0.027220 40349 train 0.033604 40350 val 19.4322 40350 train 0.026788 40351 train 0.028645 40352 train 0.028821 40353 train 0.027658 40354 train 0.028714 40355 train 0.021598 40356 train 0.030913 40357 train 0.025140 40358 train 0.022963 40359 train 0.026983 40360 train 0.026390 40361 train 0.024428 40362 train 0.024118 40363 train 0.022503 40364 train 0.021678 40365 train 0.023666 40366 train 0.025235 40367 train 0.021379 40368 train 0.023341 40369 train 0.028983 40370 train 0.024122 40371 train 0.024315 40372 train 0.024866 40373 train 0.027427 40374 train 0.027126 40375 val 19.4809 40375 train 0.026235 40376 train 0.028929 40377 train 0.024276 40378 train 0.025112 40379 train 0.026126 40380 train 0.023567 40381 train 0.026137 40382 train 0.025624 40383 train 0.022216 40384 train 0.024050 40385 train 0.024592 40386 train 0.027023 40387 train 0.026227 40388 train 0.024371 40389 train 0.025096 40390 train 0.026601 40391 train 0.025663 40392 train 0.027607 40393 train 0.025728 40394 train 0.025813 40395 train 0.029124 40396 train 0.024923 40397 train 0.025388 40398 train 0.029323 40399 train 0.024142 40400 val 19.4468 40400 train 0.022922 40401 train 0.024277 40402 train 0.026191 40403 train 0.023145 40404 train 0.023721 40405 train 0.030434 40406 train 0.028569 40407 train 0.023419 40408 train 0.025952 40409 train 0.028898 40410 train 0.027694 40411 train 0.027912 40412 train 0.027170 40413 train 0.026317 40414 train 0.028093 40415 train 0.026778 40416 train 0.025439 40417 train 0.025149 40418 train 0.027165 40419 train 0.024673 40420 train 0.022870 40421 train 0.023174 40422 train 0.024262 40423 train 0.023198 40424 train 0.027233 40425 val 19.4179 40425 train 0.023562 40426 train 0.023688 40427 train 0.025115 40428 train 0.023793 40429 train 0.030095 40430 train 0.024211 40431 train 0.026017 40432 train 0.028777 40433 train 0.026101 40434 train 0.029344 40435 train 0.027006 40436 train 0.025672 40437 train 0.023842 40438 train 0.024194 40439 train 0.022927 40440 train 0.029241 40441 train 0.027340 40442 train 0.040784 40443 train 0.026211 40444 train 0.025135 40445 train 0.024285 40446 train 0.024927 40447 train 0.023492 40448 train 0.026122 40449 train 0.024298 40450 val 19.3917 40450 train 0.031345 40451 train 0.026048 40452 train 0.028806 40453 train 0.027728 40454 train 0.024282 40455 train 0.024823 40456 train 0.024852 40457 train 0.022698 40458 train 0.024668 40459 train 0.027755 40460 train 0.027467 40461 train 0.022390 40462 train 0.022654 40463 train 0.028768 40464 train 0.024374 40465 train 0.027052 40466 train 0.024183 40467 train 0.023265 40468 train 0.022147 40469 train 0.024069 40470 train 0.031575 40471 train 0.025126 40472 train 0.027001 40473 train 0.025759 40474 train 0.022999 40475 val 19.3961 40475 train 0.024221 40476 train 0.027096 40477 train 0.027322 40478 train 0.032865 40479 train 0.028965 40480 train 0.026154 40481 train 0.025426 40482 train 0.029145 40483 train 0.025275 40484 train 0.028163 40485 train 0.023632 40486 train 0.025606 40487 train 0.023092 40488 train 0.026431 40489 train 0.027467 40490 train 0.026137 40491 train 0.027498 40492 train 0.027057 40493 train 0.027304 40494 train 0.026120 40495 train 0.030442 40496 train 0.023366 40497 train 0.025701 40498 train 0.022498 40499 train 0.026519 40500 val 19.4483 40500 train 0.025243 40501 train 0.029723 40502 train 0.026917 40503 train 0.023265 40504 train 0.026490 40505 train 0.029215 40506 train 0.026015 40507 train 0.023892 40508 train 0.025752 40509 train 0.021455 40510 train 0.024403 40511 train 0.025601 40512 train 0.020951 40513 train 0.028655 40514 train 0.028181 40515 train 0.027216 40516 train 0.025390 40517 train 0.024734 40518 train 0.026283 40519 train 0.026656 40520 train 0.029332 40521 train 0.028601 40522 train 0.026992 40523 train 0.023440 40524 train 0.026823 40525 val 19.4031 40525 train 0.024598 40526 train 0.026351 40527 train 0.027380 40528 train 0.024738 40529 train 0.025570 40530 train 0.026123 40531 train 0.030298 40532 train 0.024753 40533 train 0.024453 40534 train 0.024702 40535 train 0.026396 40536 train 0.025560 40537 train 0.030499 40538 train 0.023768 40539 train 0.024042 40540 train 0.028073 40541 train 0.023363 40542 train 0.027420 40543 train 0.021950 40544 train 0.025576 40545 train 0.021976 40546 train 0.022238 40547 train 0.023678 40548 train 0.023016 40549 train 0.025408 40550 val 19.4009 40550 train 0.022771 40551 train 0.026206 40552 train 0.027063 40553 train 0.023761 40554 train 0.024933 40555 train 0.024657 40556 train 0.027067 40557 train 0.027825 40558 train 0.028218 40559 train 0.023396 40560 train 0.025974 40561 train 0.027241 40562 train 0.028516 40563 train 0.025622 40564 train 0.023467 40565 train 0.024362 40566 train 0.022977 40567 train 0.026274 40568 train 0.022275 40569 train 0.024147 40570 train 0.024985 40571 train 0.026572 40572 train 0.025919 40573 train 0.022801 40574 train 0.026104 40575 val 19.3971 40575 train 0.028087 40576 train 0.028852 40577 train 0.022222 40578 train 0.025710 40579 train 0.022967 40580 train 0.022658 40581 train 0.023913 40582 train 0.024991 40583 train 0.023080 40584 train 0.022768 40585 train 0.034247 40586 train 0.024126 40587 train 0.025730 40588 train 0.027365 40589 train 0.023582 40590 train 0.021657 40591 train 0.022460 40592 train 0.023452 40593 train 0.029114 40594 train 0.030005 40595 train 0.021885 40596 train 0.028038 40597 train 0.027101 40598 train 0.024627 40599 train 0.023542 40600 val 19.4424 40600 train 0.026122 40601 train 0.029857 40602 train 0.027368 40603 train 0.029120 40604 train 0.026272 40605 train 0.026642 40606 train 0.028704 40607 train 0.027734 40608 train 0.024812 40609 train 0.025706 40610 train 0.027112 40611 train 0.027173 40612 train 0.027101 40613 train 0.022232 40614 train 0.026940 40615 train 0.029337 40616 train 0.026805 40617 train 0.022989 40618 train 0.025951 40619 train 0.025580 40620 train 0.028642 40621 train 0.041795 40622 train 0.033444 40623 train 0.022638 40624 train 0.027391 40625 val 19.4071 40625 train 0.025286 40626 train 0.026866 40627 train 0.027551 40628 train 0.026484 40629 train 0.031343 40630 train 0.025744 40631 train 0.025279 40632 train 0.025890 40633 train 0.027242 40634 train 0.026270 40635 train 0.024127 40636 train 0.027854 40637 train 0.028674 40638 train 0.028414 40639 train 0.025289 40640 train 0.024777 40641 train 0.027231 40642 train 0.024894 40643 train 0.030679 40644 train 0.028040 40645 train 0.026127 40646 train 0.027614 40647 train 0.029078 40648 train 0.029512 40649 train 0.024941 40650 val 19.4503 40650 train 0.023446 40651 train 0.026397 40652 train 0.027935 40653 train 0.025184 40654 train 0.022442 40655 train 0.023546 40656 train 0.028298 40657 train 0.029830 40658 train 0.066432 40659 train 0.025467 40660 train 0.029871 40661 train 0.025353 40662 train 0.024396 40663 train 0.025215 40664 train 0.027534 40665 train 0.029087 40666 train 0.025437 40667 train 0.029013 40668 train 0.026417 40669 train 0.026037 40670 train 0.023199 40671 train 0.024973 40672 train 0.024980 40673 train 0.027917 40674 train 0.024984 40675 val 19.4519 40675 train 0.025564 40676 train 0.023879 40677 train 0.031435 40678 train 0.027128 40679 train 0.027077 40680 train 0.025457 40681 train 0.024756 40682 train 0.026421 40683 train 0.027139 40684 train 0.027491 40685 train 0.026998 40686 train 0.026062 40687 train 0.026453 40688 train 0.028803 40689 train 0.026410 40690 train 0.022215 40691 train 0.024467 40692 train 0.025878 40693 train 0.027010 40694 train 0.037042 40695 train 0.025736 40696 train 0.028434 40697 train 0.032005 40698 train 0.024891 40699 train 0.025184 40700 val 19.4440 40700 train 0.025632 40701 train 0.024950 40702 train 0.022972 40703 train 0.026232 40704 train 0.023964 40705 train 0.026135 40706 train 0.023322 40707 train 0.023747 40708 train 0.025058 40709 train 0.025056 40710 train 0.024496 40711 train 0.024948 40712 train 0.022428 40713 train 0.027046 40714 train 0.020787 40715 train 0.023535 40716 train 0.023391 40717 train 0.022749 40718 train 0.021535 40719 train 0.023711 40720 train 0.029972 40721 train 0.025701 40722 train 0.025968 40723 train 0.029024 40724 train 0.023486 40725 val 19.3281 40725 train 0.024745 40726 train 0.022343 40727 train 0.021740 40728 train 0.028450 40729 train 0.025632 40730 train 0.026779 40731 train 0.024137 40732 train 0.027950 40733 train 0.025920 40734 train 0.027124 40735 train 0.021547 40736 train 0.024065 40737 train 0.024837 40738 train 0.023428 40739 train 0.023990 40740 train 0.023524 40741 train 0.025126 40742 train 0.024057 40743 train 0.026177 40744 train 0.026544 40745 train 0.023978 40746 train 0.025198 40747 train 0.023488 40748 train 0.021964 40749 train 0.025884 40750 val 19.4719 40750 train 0.025167 40751 train 0.026181 40752 train 0.025861 40753 train 0.024211 40754 train 0.021958 40755 train 0.022099 40756 train 0.024920 40757 train 0.024978 40758 train 0.028380 40759 train 0.022066 40760 train 0.022263 40761 train 0.022538 40762 train 0.023056 40763 train 0.021732 40764 train 0.032847 40765 train 0.023919 40766 train 0.022848 40767 train 0.025579 40768 train 0.027972 40769 train 0.025561 40770 train 0.024536 40771 train 0.023803 40772 train 0.026606 40773 train 0.022581 40774 train 0.023550 40775 val 19.5299 40775 train 0.024656 40776 train 0.024321 40777 train 0.025744 40778 train 0.027083 40779 train 0.026643 40780 train 0.024199 40781 train 0.023372 40782 train 0.024576 40783 train 0.025995 40784 train 0.023545 40785 train 0.025451 40786 train 0.024034 40787 train 0.025948 40788 train 0.029309 40789 train 0.026785 40790 train 0.024689 40791 train 0.021810 40792 train 0.024533 40793 train 0.024153 40794 train 0.027381 40795 train 0.023745 40796 train 0.026200 40797 train 0.025209 40798 train 0.024910 40799 train 0.027220 40800 val 19.4946 40800 train 0.027315 40801 train 0.024275 40802 train 0.024624 40803 train 0.028687 40804 train 0.023817 40805 train 0.022228 40806 train 0.023480 40807 train 0.024797 40808 train 0.025875 40809 train 0.026979 40810 train 0.022640 40811 train 0.026771 40812 train 0.023121 40813 train 0.026513 40814 train 0.023423 40815 train 0.030542 40816 train 0.026924 40817 train 0.023571 40818 train 0.027788 40819 train 0.022257 40820 train 0.023717 40821 train 0.022408 40822 train 0.026842 40823 train 0.028527 40824 train 0.029431 40825 val 19.4831 40825 train 0.029650 40826 train 0.029033 40827 train 0.023035 40828 train 0.027705 40829 train 0.025756 40830 train 0.028132 40831 train 0.025350 40832 train 0.026277 40833 train 0.027744 40834 train 0.026551 40835 train 0.026797 40836 train 0.026704 40837 train 0.025120 40838 train 0.024765 40839 train 0.028548 40840 train 0.025887 40841 train 0.021363 40842 train 0.022369 40843 train 0.024483 40844 train 0.023532 40845 train 0.023970 40846 train 0.023508 40847 train 0.030598 40848 train 0.023970 40849 train 0.028195 40850 val 19.5382 40850 train 0.022377 40851 train 0.031378 40852 train 0.023636 40853 train 0.024857 40854 train 0.027668 40855 train 0.023756 40856 train 0.026897 40857 train 0.024098 40858 train 0.024086 40859 train 0.026396 40860 train 0.026051 40861 train 0.028458 40862 train 0.028831 40863 train 0.022916 40864 train 0.025154 40865 train 0.027725 40866 train 0.028484 40867 train 0.024658 40868 train 0.024432 40869 train 0.029745 40870 train 0.030787 40871 train 0.024790 40872 train 0.026494 40873 train 0.027085 40874 train 0.023402 40875 val 19.4057 40875 train 0.025200 40876 train 0.025920 40877 train 0.025509 40878 train 0.022681 40879 train 0.022666 40880 train 0.023043 40881 train 0.024769 40882 train 0.023391 40883 train 0.030445 40884 train 0.026419 40885 train 0.025676 40886 train 0.024113 40887 train 0.049096 40888 train 0.024607 40889 train 0.021870 40890 train 0.022183 40891 train 0.025470 40892 train 0.026284 40893 train 0.025016 40894 train 0.027631 40895 train 0.026521 40896 train 0.028520 40897 train 0.038798 40898 train 0.028087 40899 train 0.026096 40900 val 19.4023 40900 train 0.027404 40901 train 0.021216 40902 train 0.025219 40903 train 0.023433 40904 train 0.021539 40905 train 0.027482 40906 train 0.031171 40907 train 0.027477 40908 train 0.026440 40909 train 0.024677 40910 train 0.026871 40911 train 0.028152 40912 train 0.025457 40913 train 0.024304 40914 train 0.027308 40915 train 0.026396 40916 train 0.024136 40917 train 0.026821 40918 train 0.024723 40919 train 0.026000 40920 train 0.027760 40921 train 0.024786 40922 train 0.024585 40923 train 0.027881 40924 train 0.025045 40925 val 19.4907 40925 train 0.026582 40926 train 0.023955 40927 train 0.025741 40928 train 0.025923 40929 train 0.026124 40930 train 0.024610 40931 train 0.023278 40932 train 0.036876 40933 train 0.029474 40934 train 0.030170 40935 train 0.024397 40936 train 0.026171 40937 train 0.022487 40938 train 0.023299 40939 train 0.024104 40940 train 0.022932 40941 train 0.023500 40942 train 0.026062 40943 train 0.023183 40944 train 0.026059 40945 train 0.022360 40946 train 0.025247 40947 train 0.027495 40948 train 0.024150 40949 train 0.025125 40950 val 19.4453 40950 train 0.023365 40951 train 0.021869 40952 train 0.023519 40953 train 0.025911 40954 train 0.024960 40955 train 0.023621 40956 train 0.027352 40957 train 0.025895 40958 train 0.025211 40959 train 0.023737 40960 train 0.024977 40961 train 0.022354 40962 train 0.021819 40963 train 0.024670 40964 train 0.042130 40965 train 0.022749 40966 train 0.022776 40967 train 0.022549 40968 train 0.027173 40969 train 0.028985 40970 train 0.026286 40971 train 0.026655 40972 train 0.029156 40973 train 0.022249 40974 train 0.026130 40975 val 19.3433 40975 train 0.027593 40976 train 0.026879 40977 train 0.024781 40978 train 0.027893 40979 train 0.024096 40980 train 0.026780 40981 train 0.023316 40982 train 0.024418 40983 train 0.023414 40984 train 0.022508 40985 train 0.024461 40986 train 0.023451 40987 train 0.024256 40988 train 0.026666 40989 train 0.027408 40990 train 0.025822 40991 train 0.026042 40992 train 0.026254 40993 train 0.027435 40994 train 0.029650 40995 train 0.026791 40996 train 0.023819 40997 train 0.022945 40998 train 0.027850 40999 train 0.024453 41000 val 19.5127 41000 train 0.043425 41001 train 0.023650 41002 train 0.026940 41003 train 0.025855 41004 train 0.025967 41005 train 0.023671 41006 train 0.025376 41007 train 0.026159 41008 train 0.029419 41009 train 0.022839 41010 train 0.025173 41011 train 0.022755 41012 train 0.021919 41013 train 0.027746 41014 train 0.026490 41015 train 0.025777 41016 train 0.028119 41017 train 0.028681 41018 train 0.025139 41019 train 0.025259 41020 train 0.024370 41021 train 0.025860 41022 train 0.026233 41023 train 0.024275 41024 train 0.024452 41025 val 19.4155 41025 train 0.025545 41026 train 0.025332 41027 train 0.026414 41028 train 0.024258 41029 train 0.024174 41030 train 0.026121 41031 train 0.025827 41032 train 0.022885 41033 train 0.023528 41034 train 0.024540 41035 train 0.026837 41036 train 0.036177 41037 train 0.024792 41038 train 0.021740 41039 train 0.023349 41040 train 0.022214 41041 train 0.024025 41042 train 0.023927 41043 train 0.024072 41044 train 0.028309 41045 train 0.026514 41046 train 0.024866 41047 train 0.025041 41048 train 0.019940 41049 train 0.025175 41050 val 19.4818 41050 train 0.024765 41051 train 0.030632 41052 train 0.024639 41053 train 0.031588 41054 train 0.025804 41055 train 0.026288 41056 train 0.025998 41057 train 0.025122 41058 train 0.031837 41059 train 0.024379 41060 train 0.025046 41061 train 0.024839 41062 train 0.022497 41063 train 0.026501 41064 train 0.025681 41065 train 0.023502 41066 train 0.026353 41067 train 0.024360 41068 train 0.023596 41069 train 0.023102 41070 train 0.025730 41071 train 0.026537 41072 train 0.026486 41073 train 0.025138 41074 train 0.024749 41075 val 19.4912 41075 train 0.023185 41076 train 0.022385 41077 train 0.025568 41078 train 0.024513 41079 train 0.020336 41080 train 0.025130 41081 train 0.022471 41082 train 0.023591 41083 train 0.026046 41084 train 0.024926 41085 train 0.025979 41086 train 0.026300 41087 train 0.023651 41088 train 0.026427 41089 train 0.024116 41090 train 0.024952 41091 train 0.027000 41092 train 0.024354 41093 train 0.024399 41094 train 0.025863 41095 train 0.026127 41096 train 0.026800 41097 train 0.028811 41098 train 0.023294 41099 train 0.023908 41100 val 19.5253 41100 train 0.026133 41101 train 0.023936 41102 train 0.029630 41103 train 0.024381 41104 train 0.022051 41105 train 0.024549 41106 train 0.022897 41107 train 0.026002 41108 train 0.024355 41109 train 0.026547 41110 train 0.023362 41111 train 0.022742 41112 train 0.023007 41113 train 0.024942 41114 train 0.026310 41115 train 0.026033 41116 train 0.025834 41117 train 0.025292 41118 train 0.026252 41119 train 0.025899 41120 train 0.025102 41121 train 0.026941 41122 train 0.023972 41123 train 0.023533 41124 train 0.024778 41125 val 19.3495 41125 train 0.025872 41126 train 0.024550 41127 train 0.024982 41128 train 0.022776 41129 train 0.024814 41130 train 0.023974 41131 train 0.026797 41132 train 0.027123 41133 train 0.030192 41134 train 0.022302 41135 train 0.024979 41136 train 0.026389 41137 train 0.021627 41138 train 0.028400 41139 train 0.026185 41140 train 0.023549 41141 train 0.022054 41142 train 0.024928 41143 train 0.024071 41144 train 0.026230 41145 train 0.025448 41146 train 0.023935 41147 train 0.025189 41148 train 0.024638 41149 train 0.021516 41150 val 19.5741 41150 train 0.024566 41151 train 0.023417 41152 train 0.024653 41153 train 0.024533 41154 train 0.026137 41155 train 0.029569 41156 train 0.024955 41157 train 0.024749 41158 train 0.026692 41159 train 0.025233 41160 train 0.026581 41161 train 0.022619 41162 train 0.024520 41163 train 0.025012 41164 train 0.024234 41165 train 0.027409 41166 train 0.028799 41167 train 0.025334 41168 train 0.023491 41169 train 0.024782 41170 train 0.028224 41171 train 0.024338 41172 train 0.027315 41173 train 0.024283 41174 train 0.025390 41175 val 19.5462 41175 train 0.024706 41176 train 0.026575 41177 train 0.026266 41178 train 0.024690 41179 train 0.023061 41180 train 0.027429 41181 train 0.023428 41182 train 0.022258 41183 train 0.027992 41184 train 0.024761 41185 train 0.022443 41186 train 0.022899 41187 train 0.027675 41188 train 0.020749 41189 train 0.021195 41190 train 0.028666 41191 train 0.025665 41192 train 0.025158 41193 train 0.029614 41194 train 0.024413 41195 train 0.027677 41196 train 0.027250 41197 train 0.021233 41198 train 0.024724 41199 train 0.026812 41200 val 19.4680 41200 train 0.028102 41201 train 0.027117 41202 train 0.027437 41203 train 0.026237 41204 train 0.024387 41205 train 0.030716 41206 train 0.026666 41207 train 0.023971 41208 train 0.027471 41209 train 0.024843 41210 train 0.024355 41211 train 0.026328 41212 train 0.027681 41213 train 0.025155 41214 train 0.026624 41215 train 0.025064 41216 train 0.024481 41217 train 0.022645 41218 train 0.023040 41219 train 0.026235 41220 train 0.028993 41221 train 0.024283 41222 train 0.023078 41223 train 0.026210 41224 train 0.021691 41225 val 19.4613 41225 train 0.024959 41226 train 0.029270 41227 train 0.026210 41228 train 0.022477 41229 train 0.030208 41230 train 0.024867 41231 train 0.023166 41232 train 0.025938 41233 train 0.023126 41234 train 0.026374 41235 train 0.027194 41236 train 0.028466 41237 train 0.027302 41238 train 0.025621 41239 train 0.023595 41240 train 0.026430 41241 train 0.023772 41242 train 0.027874 41243 train 0.024426 41244 train 0.031702 41245 train 0.027227 41246 train 0.024702 41247 train 0.024362 41248 train 0.026771 41249 train 0.023948 41250 val 19.5645 41250 train 0.026786 41251 train 0.024900 41252 train 0.024544 41253 train 0.025330 41254 train 0.026788 41255 train 0.024570 41256 train 0.024998 41257 train 0.026541 41258 train 0.023846 41259 train 0.026314 41260 train 0.022476 41261 train 0.023149 41262 train 0.030079 41263 train 0.025489 41264 train 0.025007 41265 train 0.033612 41266 train 0.024930 41267 train 0.023913 41268 train 0.024883 41269 train 0.023705 41270 train 0.025581 41271 train 0.027000 41272 train 0.029963 41273 train 0.023173 41274 train 0.023982 41275 val 19.5117 41275 train 0.024584 41276 train 0.026557 41277 train 0.024032 41278 train 0.026241 41279 train 0.025665 41280 train 0.022411 41281 train 0.024433 41282 train 0.024292 41283 train 0.025367 41284 train 0.025680 41285 train 0.024508 41286 train 0.024318 41287 train 0.024254 41288 train 0.026903 41289 train 0.024542 41290 train 0.026476 41291 train 0.023307 41292 train 0.025122 41293 train 0.025652 41294 train 0.024702 41295 train 0.027859 41296 train 0.025620 41297 train 0.025921 41298 train 0.022943 41299 train 0.023284 41300 val 19.4062 41300 train 0.026862 41301 train 0.031098 41302 train 0.026092 41303 train 0.024821 41304 train 0.025402 41305 train 0.025905 41306 train 0.025029 41307 train 0.026188 41308 train 0.032023 41309 train 0.025184 41310 train 0.025254 41311 train 0.023916 41312 train 0.024064 41313 train 0.024620 41314 train 0.024461 41315 train 0.024603 41316 train 0.021711 41317 train 0.028179 41318 train 0.024352 41319 train 0.024820 41320 train 0.024367 41321 train 0.022423 41322 train 0.024994 41323 train 0.028176 41324 train 0.025895 41325 val 19.5813 41325 train 0.023312 41326 train 0.024841 41327 train 0.027982 41328 train 0.024319 41329 train 0.022410 41330 train 0.025952 41331 train 0.025172 41332 train 0.028046 41333 train 0.025275 41334 train 0.022131 41335 train 0.022472 41336 train 0.026990 41337 train 0.027924 41338 train 0.024282 41339 train 0.025619 41340 train 0.027761 41341 train 0.026035 41342 train 0.025520 41343 train 0.025947 41344 train 0.029645 41345 train 0.025284 41346 train 0.029428 41347 train 0.023849 41348 train 0.025418 41349 train 0.025831 41350 val 19.5250 41350 train 0.025545 41351 train 0.022836 41352 train 0.022839 41353 train 0.023959 41354 train 0.023301 41355 train 0.023683 41356 train 0.024206 41357 train 0.025488 41358 train 0.024191 41359 train 0.026992 41360 train 0.026257 41361 train 0.022870 41362 train 0.028108 41363 train 0.030513 41364 train 0.023408 41365 train 0.023394 41366 train 0.025436 41367 train 0.022537 41368 train 0.025754 41369 train 0.024212 41370 train 0.023883 41371 train 0.024345 41372 train 0.023970 41373 train 0.024514 41374 train 0.021277 41375 val 19.4814 41375 train 0.025770 41376 train 0.025846 41377 train 0.024825 41378 train 0.026545 41379 train 0.025706 41380 train 0.027704 41381 train 0.028245 41382 train 0.026592 41383 train 0.024522 41384 train 0.025903 41385 train 0.030333 41386 train 0.022988 41387 train 0.026464 41388 train 0.025622 41389 train 0.020887 41390 train 0.023930 41391 train 0.024558 41392 train 0.023057 41393 train 0.024735 41394 train 0.024042 41395 train 0.023396 41396 train 0.029639 41397 train 0.021484 41398 train 0.025486 41399 train 0.030248 41400 val 19.4951 41400 train 0.024203 41401 train 0.022848 41402 train 0.025803 41403 train 0.025526 41404 train 0.026305 41405 train 0.024751 41406 train 0.021537 41407 train 0.024650 41408 train 0.025614 41409 train 0.024424 41410 train 0.021160 41411 train 0.026682 41412 train 0.025440 41413 train 0.026172 41414 train 0.024967 41415 train 0.023719 41416 train 0.026658 41417 train 0.023661 41418 train 0.025462 41419 train 0.025931 41420 train 0.023821 41421 train 0.028516 41422 train 0.026779 41423 train 0.027099 41424 train 0.029134 41425 val 19.4398 41425 train 0.023652 41426 train 0.025441 41427 train 0.022996 41428 train 0.024953 41429 train 0.029821 41430 train 0.026513 41431 train 0.024848 41432 train 0.025507 41433 train 0.024473 41434 train 0.024894 41435 train 0.028243 41436 train 0.025055 41437 train 0.023695 41438 train 0.023602 41439 train 0.022937 41440 train 0.031066 41441 train 0.027251 41442 train 0.023059 41443 train 0.029400 41444 train 0.030302 41445 train 0.024452 41446 train 0.024513 41447 train 0.027073 41448 train 0.025522 41449 train 0.031990 41450 val 19.4263 41450 train 0.023342 41451 train 0.024421 41452 train 0.024003 41453 train 0.025435 41454 train 0.024619 41455 train 0.026442 41456 train 0.025187 41457 train 0.022910 41458 train 0.023383 41459 train 0.020943 41460 train 0.025334 41461 train 0.025492 41462 train 0.023572 41463 train 0.025198 41464 train 0.026074 41465 train 0.027107 41466 train 0.027290 41467 train 0.026217 41468 train 0.024742 41469 train 0.023976 41470 train 0.027177 41471 train 0.025523 41472 train 0.023811 41473 train 0.025099 41474 train 0.025258 41475 val 19.5181 41475 train 0.025905 41476 train 0.030179 41477 train 0.024805 41478 train 0.023575 41479 train 0.025050 41480 train 0.026222 41481 train 0.023642 41482 train 0.028117 41483 train 0.026193 41484 train 0.025739 41485 train 0.032444 41486 train 0.026259 41487 train 0.025044 41488 train 0.024945 41489 train 0.023161 41490 train 0.025917 41491 train 0.026030 41492 train 0.025049 41493 train 0.026034 41494 train 0.023626 41495 train 0.024771 41496 train 0.023621 41497 train 0.025289 41498 train 0.022044 41499 train 0.023366 41500 val 19.5942 41500 train 0.023223 41501 train 0.026750 41502 train 0.024383 41503 train 0.026674 41504 train 0.025052 41505 train 0.027173 41506 train 0.024159 41507 train 0.028570 41508 train 0.025103 41509 train 0.024823 41510 train 0.026749 41511 train 0.026553 41512 train 0.026461 41513 train 0.025107 41514 train 0.024384 41515 train 0.024453 41516 train 0.028857 41517 train 0.026424 41518 train 0.025952 41519 train 0.025724 41520 train 0.024499 41521 train 0.028539 41522 train 0.026901 41523 train 0.024803 41524 train 0.027068 41525 val 19.4270 41525 train 0.028411 41526 train 0.025779 41527 train 0.026638 41528 train 0.025143 41529 train 0.025710 41530 train 0.025386 41531 train 0.024204 41532 train 0.024050 41533 train 0.029054 41534 train 0.023004 41535 train 0.024480 41536 train 0.023399 41537 train 0.027200 41538 train 0.023457 41539 train 0.021633 41540 train 0.023180 41541 train 0.024554 41542 train 0.025917 41543 train 0.030153 41544 train 0.025002 41545 train 0.023454 41546 train 0.024599 41547 train 0.024567 41548 train 0.025139 41549 train 0.024345 41550 val 19.4684 41550 train 0.024430 41551 train 0.026449 41552 train 0.025033 41553 train 0.023816 41554 train 0.025458 41555 train 0.026285 41556 train 0.021840 41557 train 0.026312 41558 train 0.024187 41559 train 0.023667 41560 train 0.024100 41561 train 0.024670 41562 train 0.023525 41563 train 0.023170 41564 train 0.024428 41565 train 0.027177 41566 train 0.025223 41567 train 0.024909 41568 train 0.027193 41569 train 0.027717 41570 train 0.024173 41571 train 0.024454 41572 train 0.023106 41573 train 0.026819 41574 train 0.025642 41575 val 19.4239 41575 train 0.023491 41576 train 0.023511 41577 train 0.026743 41578 train 0.025345 41579 train 0.023153 41580 train 0.023463 41581 train 0.020876 41582 train 0.025249 41583 train 0.024340 41584 train 0.023141 41585 train 0.022989 41586 train 0.024049 41587 train 0.024149 41588 train 0.024126 41589 train 0.026624 41590 train 0.029302 41591 train 0.025712 41592 train 0.025673 41593 train 0.025231 41594 train 0.026745 41595 train 0.024869 41596 train 0.023669 41597 train 0.023742 41598 train 0.025406 41599 train 0.025131 41600 val 19.4928 41600 train 0.025471 41601 train 0.026195 41602 train 0.023678 41603 train 0.024077 41604 train 0.023966 41605 train 0.023778 41606 train 0.024472 41607 train 0.022655 41608 train 0.024237 41609 train 0.028827 41610 train 0.024476 41611 train 0.021494 41612 train 0.024004 41613 train 0.029108 41614 train 0.024924 41615 train 0.023740 41616 train 0.022354 41617 train 0.022753 41618 train 0.024242 41619 train 0.024468 41620 train 0.027911 41621 train 0.025851 41622 train 0.026077 41623 train 0.024347 41624 train 0.022175 41625 val 19.6245 41625 train 0.027284 41626 train 0.024656 41627 train 0.024886 41628 train 0.023357 41629 train 0.027895 41630 train 0.024256 41631 train 0.028655 41632 train 0.024648 41633 train 0.024029 41634 train 0.025072 41635 train 0.026952 41636 train 0.025206 41637 train 0.028409 41638 train 0.025015 41639 train 0.026090 41640 train 0.024691 41641 train 0.022857 41642 train 0.027337 41643 train 0.023420 41644 train 0.023374 41645 train 0.022537 41646 train 0.023384 41647 train 0.024733 41648 train 0.021962 41649 train 0.026476 41650 val 19.6043 41650 train 0.024103 41651 train 0.021362 41652 train 0.025302 41653 train 0.023468 41654 train 0.020770 41655 train 0.024593 41656 train 0.047328 41657 train 0.025160 41658 train 0.036575 41659 train 0.025654 41660 train 0.024442 41661 train 0.025568 41662 train 0.026587 41663 train 0.025182 41664 train 0.024657 41665 train 0.026873 41666 train 0.024871 41667 train 0.025721 41668 train 0.022990 41669 train 0.022644 41670 train 0.024047 41671 train 0.027565 41672 train 0.028631 41673 train 0.026713 41674 train 0.021784 41675 val 19.5317 41675 train 0.034141 41676 train 0.027937 41677 train 0.024013 41678 train 0.028209 41679 train 0.027111 41680 train 0.025050 41681 train 0.030511 41682 train 0.023080 41683 train 0.025318 41684 train 0.026528 41685 train 0.023991 41686 train 0.024186 41687 train 0.022365 41688 train 0.022613 41689 train 0.022329 41690 train 0.026423 41691 train 0.024654 41692 train 0.027815 41693 train 0.025307 41694 train 0.117823 41695 train 0.026875 41696 train 0.028759 41697 train 0.032775 41698 train 0.028300 41699 train 0.027669 41700 val 19.3500 41700 train 0.025273 41701 train 0.027283 41702 train 0.028520 41703 train 0.031167 41704 train 0.025539 41705 train 0.024201 41706 train 0.024742 41707 train 0.024660 41708 train 0.025673 41709 train 0.025020 41710 train 0.023118 41711 train 0.025920 41712 train 0.029882 41713 train 0.029311 41714 train 0.025431 41715 train 0.024974 41716 train 0.028370 41717 train 0.043892 41718 train 0.024415 41719 train 0.022986 41720 train 0.028789 41721 train 0.027055 41722 train 0.030147 41723 train 0.020613 41724 train 0.028812 41725 val 19.3601 41725 train 0.026181 41726 train 0.026507 41727 train 0.026908 41728 train 0.022026 41729 train 0.024809 41730 train 0.028790 41731 train 0.021505 41732 train 0.024427 41733 train 0.030463 41734 train 0.026433 41735 train 0.026888 41736 train 0.025409 41737 train 0.027647 41738 train 0.024861 41739 train 0.022835 41740 train 0.022873 41741 train 0.023891 41742 train 0.023810 41743 train 0.023018 41744 train 0.021590 41745 train 0.024337 41746 train 0.023448 41747 train 0.023870 41748 train 0.035959 41749 train 0.024047 41750 val 19.4772 41750 train 0.020851 41751 train 0.022513 41752 train 0.024171 41753 train 0.024738 41754 train 0.021152 41755 train 0.026557 41756 train 0.025751 41757 train 0.023839 41758 train 0.021093 41759 train 0.021425 41760 train 0.024691 41761 train 0.021769 41762 train 0.022630 41763 train 0.026256 41764 train 0.022196 41765 train 0.019986 41766 train 0.023590 41767 train 0.021928 41768 train 0.021163 41769 train 0.023033 41770 train 0.022203 41771 train 0.020264 41772 train 0.021526 41773 train 0.023561 41774 train 0.022658 41775 val 19.4405 41775 train 0.022975 41776 train 0.023319 41777 train 0.023764 41778 train 0.024392 41779 train 0.023021 41780 train 0.023976 41781 train 0.022180 41782 train 0.024846 41783 train 0.023120 41784 train 0.025281 41785 train 0.023100 41786 train 0.020836 41787 train 0.020538 41788 train 0.025388 41789 train 0.023107 41790 train 0.021563 41791 train 0.023970 41792 train 0.026147 41793 train 0.022464 41794 train 0.020051 41795 train 0.023404 41796 train 0.023610 41797 train 0.023052 41798 train 0.023527 41799 train 0.026055 41800 val 19.4415 41800 train 0.028620 41801 train 0.020899 41802 train 0.021215 41803 train 0.024466 41804 train 0.021455 41805 train 0.023870 41806 train 0.024244 41807 train 0.023495 41808 train 0.022571 41809 train 0.023841 41810 train 0.024453 41811 train 0.024724 41812 train 0.023253 41813 train 0.021088 41814 train 0.025447 41815 train 0.025256 41816 train 0.026262 41817 train 0.022470 41818 train 0.025519 41819 train 0.023285 41820 train 0.023556 41821 train 0.030622 41822 train 0.022104 41823 train 0.024201 41824 train 0.024842 41825 val 19.4364 41825 train 0.024047 41826 train 0.029201 41827 train 0.025960 41828 train 0.021251 41829 train 0.025120 41830 train 0.024399 41831 train 0.026509 41832 train 0.024814 41833 train 0.023612 41834 train 0.024588 41835 train 0.023466 41836 train 0.021608 41837 train 0.022798 41838 train 0.021445 41839 train 0.024455 41840 train 0.026183 41841 train 0.028902 41842 train 0.026582 41843 train 0.025594 41844 train 0.024396 41845 train 0.024816 41846 train 0.027435 41847 train 0.026228 41848 train 0.023549 41849 train 0.025260 41850 val 19.5313 41850 train 0.023114 41851 train 0.025094 41852 train 0.027056 41853 train 0.022265 41854 train 0.024176 41855 train 0.023352 41856 train 0.022133 41857 train 0.025096 41858 train 0.024124 41859 train 0.024366 41860 train 0.027316 41861 train 0.026806 41862 train 0.029443 41863 train 0.025363 41864 train 0.026009 41865 train 0.027254 41866 train 0.030158 41867 train 0.023308 41868 train 0.024470 41869 train 0.023160 41870 train 0.025573 41871 train 0.025502 41872 train 0.026827 41873 train 0.024123 41874 train 0.022182 41875 val 19.4094 41875 train 0.023941 41876 train 0.024706 41877 train 0.024574 41878 train 0.022092 41879 train 0.026919 41880 train 0.027134 41881 train 0.026597 41882 train 0.027024 41883 train 0.027116 41884 train 0.024433 41885 train 0.027314 41886 train 0.026503 41887 train 0.025532 41888 train 0.028771 41889 train 0.022685 41890 train 0.024147 41891 train 0.023386 41892 train 0.022637 41893 train 0.025627 41894 train 0.022205 41895 train 0.022882 41896 train 0.024091 41897 train 0.033718 41898 train 0.024472 41899 train 0.024348 41900 val 19.4534 41900 train 0.024904 41901 train 0.025446 41902 train 0.027352 41903 train 0.023141 41904 train 0.024225 41905 train 0.023154 41906 train 0.026251 41907 train 0.025438 41908 train 0.024909 41909 train 0.027465 41910 train 0.025619 41911 train 0.024978 41912 train 0.024028 41913 train 0.022165 41914 train 0.022061 41915 train 0.028227 41916 train 0.021597 41917 train 0.023534 41918 train 0.026123 41919 train 0.024755 41920 train 0.024599 41921 train 0.026652 41922 train 0.025594 41923 train 0.025233 41924 train 0.026442 41925 val 19.5138 41925 train 0.023821 41926 train 0.025222 41927 train 0.024573 41928 train 0.020910 41929 train 0.025277 41930 train 0.024692 41931 train 0.020872 41932 train 0.023840 41933 train 0.027497 41934 train 0.023782 41935 train 0.025979 41936 train 0.024504 41937 train 0.024879 41938 train 0.021940 41939 train 0.025307 41940 train 0.023641 41941 train 0.027300 41942 train 0.026369 41943 train 0.028418 41944 train 0.025253 41945 train 0.025551 41946 train 0.024571 41947 train 0.024417 41948 train 0.023365 41949 train 0.023213 41950 val 19.4632 41950 train 0.022938 41951 train 0.024980 41952 train 0.020849 41953 train 0.023535 41954 train 0.022988 41955 train 0.021981 41956 train 0.024066 41957 train 0.023761 41958 train 0.024211 41959 train 0.021891 41960 train 0.026146 41961 train 0.024776 41962 train 0.025409 41963 train 0.023024 41964 train 0.023602 41965 train 0.026447 41966 train 0.025183 41967 train 0.025151 41968 train 0.024673 41969 train 0.024470 41970 train 0.023112 41971 train 0.023925 41972 train 0.023761 41973 train 0.024513 41974 train 0.024017 41975 val 19.5666 41975 train 0.024314 41976 train 0.021827 41977 train 0.025013 41978 train 0.023444 41979 train 0.023836 41980 train 0.023230 41981 train 0.028536 41982 train 0.029329 41983 train 0.022861 41984 train 0.025832 41985 train 0.033408 41986 train 0.027790 41987 train 0.022099 41988 train 0.024209 41989 train 0.022659 41990 train 0.023610 41991 train 0.021741 41992 train 0.027734 41993 train 0.027051 41994 train 0.022019 41995 train 0.023751 41996 train 0.021848 41997 train 0.025327 41998 train 0.024803 41999 train 0.025048 42000 val 19.5557 42000 train 0.023382 42001 train 0.023113 42002 train 0.027531 42003 train 0.024920 42004 train 0.026804 42005 train 0.026959 42006 train 0.021541 42007 train 0.024866 42008 train 0.023390 42009 train 0.025334 42010 train 0.023472 42011 train 0.025094 42012 train 0.024704 42013 train 0.023822 42014 train 0.022186 42015 train 0.022932 42016 train 0.024620 42017 train 0.026095 42018 train 0.025792 42019 train 0.021265 42020 train 0.022740 42021 train 0.026769 42022 train 0.026481 42023 train 0.022876 42024 train 0.038794 42025 val 19.5214 42025 train 0.026070 42026 train 0.026244 42027 train 0.025009 42028 train 0.027734 42029 train 0.024554 42030 train 0.022320 42031 train 0.023263 42032 train 0.022162 42033 train 0.022135 42034 train 0.025493 42035 train 0.025375 42036 train 0.019788 42037 train 0.025930 42038 train 0.023052 42039 train 0.024925 42040 train 0.023998 42041 train 0.022946 42042 train 0.021756 42043 train 0.026701 42044 train 0.025013 42045 train 0.024422 42046 train 0.023055 42047 train 0.022871 42048 train 0.026632 42049 train 0.024808 42050 val 19.4806 42050 train 0.022616 42051 train 0.024585 42052 train 0.026281 42053 train 0.026300 42054 train 0.024456 42055 train 0.022456 42056 train 0.021241 42057 train 0.023388 42058 train 0.022592 42059 train 0.021032 42060 train 0.026046 42061 train 0.024656 42062 train 0.022511 42063 train 0.028243 42064 train 0.026055 42065 train 0.024937 42066 train 0.025803 42067 train 0.027036 42068 train 0.026108 42069 train 0.025606 42070 train 0.024858 42071 train 0.022447 42072 train 0.021640 42073 train 0.028625 42074 train 0.026312 42075 val 19.5139 42075 train 0.025483 42076 train 0.024952 42077 train 0.024984 42078 train 0.024894 42079 train 0.022852 42080 train 0.025241 42081 train 0.022724 42082 train 0.023473 42083 train 0.023389 42084 train 0.027777 42085 train 0.025786 42086 train 0.023543 42087 train 0.024194 42088 train 0.024280 42089 train 0.024168 42090 train 0.022689 42091 train 0.021731 42092 train 0.023921 42093 train 0.031598 42094 train 0.021534 42095 train 0.022135 42096 train 0.024034 42097 train 0.026693 42098 train 0.022622 42099 train 0.024086 42100 val 19.5137 42100 train 0.023754 42101 train 0.025904 42102 train 0.023043 42103 train 0.028179 42104 train 0.024897 42105 train 0.025048 42106 train 0.028040 42107 train 0.027091 42108 train 0.024719 42109 train 0.029754 42110 train 0.024233 42111 train 0.022168 42112 train 0.027219 42113 train 0.025488 42114 train 0.026329 42115 train 0.023574 42116 train 0.024125 42117 train 0.024741 42118 train 0.026779 42119 train 0.021199 42120 train 0.024800 42121 train 0.024243 42122 train 0.025303 42123 train 0.025370 42124 train 0.023133 42125 val 19.5589 42125 train 0.024569 42126 train 0.025223 42127 train 0.026286 42128 train 0.023266 42129 train 0.030377 42130 train 0.021915 42131 train 0.023011 42132 train 0.026903 42133 train 0.024367 42134 train 0.025503 42135 train 0.025133 42136 train 0.023860 42137 train 0.025328 42138 train 0.026607 42139 train 0.024898 42140 train 0.026373 42141 train 0.021741 42142 train 0.024062 42143 train 0.023902 42144 train 0.024724 42145 train 0.024411 42146 train 0.022272 42147 train 0.026065 42148 train 0.028945 42149 train 0.025140 42150 val 19.5607 42150 train 0.030147 42151 train 0.022764 42152 train 0.022474 42153 train 0.027166 42154 train 0.025355 42155 train 0.022159 42156 train 0.029758 42157 train 0.026038 42158 train 0.025522 42159 train 0.025285 42160 train 0.023652 42161 train 0.022072 42162 train 0.024033 42163 train 0.026713 42164 train 0.023462 42165 train 0.023937 42166 train 0.022991 42167 train 0.024489 42168 train 0.027939 42169 train 0.026865 42170 train 0.024433 42171 train 0.028963 42172 train 0.027029 42173 train 0.024231 42174 train 0.026471 42175 val 19.4790 42175 train 0.023341 42176 train 0.023147 42177 train 0.025988 42178 train 0.022218 42179 train 0.023771 42180 train 0.023211 42181 train 0.024187 42182 train 0.022589 42183 train 0.023379 42184 train 0.025940 42185 train 0.023466 42186 train 0.021940 42187 train 0.024556 42188 train 0.023582 42189 train 0.026585 42190 train 0.024875 42191 train 0.022307 42192 train 0.026297 42193 train 0.026230 42194 train 0.022975 42195 train 0.026736 42196 train 0.024532 42197 train 0.024722 42198 train 0.028479 42199 train 0.030672 42200 val 19.4856 42200 train 0.021159 42201 train 0.024491 42202 train 0.022754 42203 train 0.026190 42204 train 0.021490 42205 train 0.022958 42206 train 0.024232 42207 train 0.029709 42208 train 0.025180 42209 train 0.027104 42210 train 0.023588 42211 train 0.022191 42212 train 0.026866 42213 train 0.027385 42214 train 0.025530 42215 train 0.022891 42216 train 0.023083 42217 train 0.025411 42218 train 0.025252 42219 train 0.025334 42220 train 0.021562 42221 train 0.025310 42222 train 0.022398 42223 train 0.023892 42224 train 0.024742 42225 val 19.5489 42225 train 0.026561 42226 train 0.022351 42227 train 0.022047 42228 train 0.025393 42229 train 0.023059 42230 train 0.022717 42231 train 0.025654 42232 train 0.021730 42233 train 0.022763 42234 train 0.024320 42235 train 0.026069 42236 train 0.022482 42237 train 0.021503 42238 train 0.022232 42239 train 0.024944 42240 train 0.022522 42241 train 0.022677 42242 train 0.021385 42243 train 0.022996 42244 train 0.023926 42245 train 0.021726 42246 train 0.023296 42247 train 0.024576 42248 train 0.023580 42249 train 0.029027 42250 val 19.5736 42250 train 0.023351 42251 train 0.023826 42252 train 0.024827 42253 train 0.024950 42254 train 0.027786 42255 train 0.023957 42256 train 0.024008 42257 train 0.026336 42258 train 0.022054 42259 train 0.021812 42260 train 0.024853 42261 train 0.027812 42262 train 0.023139 42263 train 0.024193 42264 train 0.022453 42265 train 0.025335 42266 train 0.025876 42267 train 0.023154 42268 train 0.024873 42269 train 0.022681 42270 train 0.022633 42271 train 0.025804 42272 train 0.026358 42273 train 0.025531 42274 train 0.023886 42275 val 19.4281 42275 train 0.025888 42276 train 0.023053 42277 train 0.025538 42278 train 0.019633 42279 train 0.023520 42280 train 0.025926 42281 train 0.024351 42282 train 0.024455 42283 train 0.026146 42284 train 0.023916 42285 train 0.026959 42286 train 0.020927 42287 train 0.025808 42288 train 0.023674 42289 train 0.022376 42290 train 0.021606 42291 train 0.026748 42292 train 0.024041 42293 train 0.025133 42294 train 0.025712 42295 train 0.023631 42296 train 0.026804 42297 train 0.030031 42298 train 0.028222 42299 train 0.027662 42300 val 19.5409 42300 train 0.026782 42301 train 0.026758 42302 train 0.026775 42303 train 0.025718 42304 train 0.023362 42305 train 0.024501 42306 train 0.024341 42307 train 0.025159 42308 train 0.023983 42309 train 0.023338 42310 train 0.024216 42311 train 0.024070 42312 train 0.022751 42313 train 0.033133 42314 train 0.023948 42315 train 0.025519 42316 train 0.025992 42317 train 0.023561 42318 train 0.024745 42319 train 0.023101 42320 train 0.021587 42321 train 0.027199 42322 train 0.022924 42323 train 0.024100 42324 train 0.023733 42325 val 19.5463 42325 train 0.021772 42326 train 0.023093 42327 train 0.021143 42328 train 0.021945 42329 train 0.022253 42330 train 0.020971 42331 train 0.023981 42332 train 0.030945 42333 train 0.031786 42334 train 0.025281 42335 train 0.024521 42336 train 0.026255 42337 train 0.027360 42338 train 0.024852 42339 train 0.031727 42340 train 0.023543 42341 train 0.025724 42342 train 0.022806 42343 train 0.024835 42344 train 0.024865 42345 train 0.025247 42346 train 0.025428 42347 train 0.021386 42348 train 0.026141 42349 train 0.027071 42350 val 19.4289 42350 train 0.021750 42351 train 0.023266 42352 train 0.023513 42353 train 0.024719 42354 train 0.026518 42355 train 0.022437 42356 train 0.028047 42357 train 0.024012 42358 train 0.025587 42359 train 0.025094 42360 train 0.023682 42361 train 0.021648 42362 train 0.023988 42363 train 0.023856 42364 train 0.023423 42365 train 0.023455 42366 train 0.024448 42367 train 0.022700 42368 train 0.025229 42369 train 0.022762 42370 train 0.026543 42371 train 0.026401 42372 train 0.026024 42373 train 0.021670 42374 train 0.026569 42375 val 19.5558 42375 train 0.023239 42376 train 0.027632 42377 train 0.023690 42378 train 0.022315 42379 train 0.026767 42380 train 0.023991 42381 train 0.022228 42382 train 0.028232 42383 train 0.023656 42384 train 0.025711 42385 train 0.032194 42386 train 0.024380 42387 train 0.022255 42388 train 0.023810 42389 train 0.025105 42390 train 0.023352 42391 train 0.024022 42392 train 0.023766 42393 train 0.024961 42394 train 0.029184 42395 train 0.025018 42396 train 0.030497 42397 train 0.025264 42398 train 0.024341 42399 train 0.025182 42400 val 19.4859 42400 train 0.021079 42401 train 0.024126 42402 train 0.024133 42403 train 0.026388 42404 train 0.029782 42405 train 0.025966 42406 train 0.026061 42407 train 0.023803 42408 train 0.023941 42409 train 0.021666 42410 train 0.025449 42411 train 0.024702 42412 train 0.021600 42413 train 0.025903 42414 train 0.022007 42415 train 0.024890 42416 train 0.025183 42417 train 0.022284 42418 train 0.026167 42419 train 0.023781 42420 train 0.023694 42421 train 0.028770 42422 train 0.025125 42423 train 0.020630 42424 train 0.024957 42425 val 19.4955 42425 train 0.025183 42426 train 0.022146 42427 train 0.024346 42428 train 0.030531 42429 train 0.023448 42430 train 0.027530 42431 train 0.021983 42432 train 0.024980 42433 train 0.023725 42434 train 0.022090 42435 train 0.025174 42436 train 0.022991 42437 train 0.020473 42438 train 0.023553 42439 train 0.023079 42440 train 0.027661 42441 train 0.027870 42442 train 0.022042 42443 train 0.024991 42444 train 0.024385 42445 train 0.023377 42446 train 0.028164 42447 train 0.023160 42448 train 0.024454 42449 train 0.025923 42450 val 19.5509 42450 train 0.022918 42451 train 0.022537 42452 train 0.024659 42453 train 0.021873 42454 train 0.023027 42455 train 0.022797 42456 train 0.024954 42457 train 0.027018 42458 train 0.027063 42459 train 0.021888 42460 train 0.022433 42461 train 0.022553 42462 train 0.024706 42463 train 0.025669 42464 train 0.025971 42465 train 0.024113 42466 train 0.025584 42467 train 0.023635 42468 train 0.024483 42469 train 0.022493 42470 train 0.021201 42471 train 0.024333 42472 train 0.025668 42473 train 0.023004 42474 train 0.023832 42475 val 19.5988 42475 train 0.024518 42476 train 0.020540 42477 train 0.025675 42478 train 0.022290 42479 train 0.020177 42480 train 0.021781 42481 train 0.023258 42482 train 0.024884 42483 train 0.024272 42484 train 0.025504 42485 train 0.026349 42486 train 0.025108 42487 train 0.024200 42488 train 0.022644 42489 train 0.025837 42490 train 0.022704 42491 train 0.024903 42492 train 0.023352 42493 train 0.024773 42494 train 0.026528 42495 train 0.019541 42496 train 0.021451 42497 train 0.022041 42498 train 0.021697 42499 train 0.022383 42500 val 19.6037 42500 train 0.025493 42501 train 0.022922 42502 train 0.024532 42503 train 0.024862 42504 train 0.032330 42505 train 0.022851 42506 train 0.024631 42507 train 0.022453 42508 train 0.024698 42509 train 0.023455 42510 train 0.024255 42511 train 0.026304 42512 train 0.023948 42513 train 0.025772 42514 train 0.022101 42515 train 0.023250 42516 train 0.022034 42517 train 0.021249 42518 train 0.024765 42519 train 0.025307 42520 train 0.023564 42521 train 0.030518 42522 train 0.025326 42523 train 0.022269 42524 train 0.024856 42525 val 19.5413 42525 train 0.027221 42526 train 0.025638 42527 train 0.025656 42528 train 0.026366 42529 train 0.025167 42530 train 0.024998 42531 train 0.022612 42532 train 0.022699 42533 train 0.022656 42534 train 0.022229 42535 train 0.023025 42536 train 0.023295 42537 train 0.024269 42538 train 0.025516 42539 train 0.022719 42540 train 0.024383 42541 train 0.024880 42542 train 0.024022 42543 train 0.027795 42544 train 0.030256 42545 train 0.023453 42546 train 0.022027 42547 train 0.021451 42548 train 0.026928 42549 train 0.027403 42550 val 19.5364 42550 train 0.026015 42551 train 0.023714 42552 train 0.023420 42553 train 0.023253 42554 train 0.024134 42555 train 0.024853 42556 train 0.023799 42557 train 0.024086 42558 train 0.023571 42559 train 0.021569 42560 train 0.024048 42561 train 0.024750 42562 train 0.034830 42563 train 0.021380 42564 train 0.024685 42565 train 0.023919 42566 train 0.024725 42567 train 0.021830 42568 train 0.023450 42569 train 0.022482 42570 train 0.024278 42571 train 0.024403 42572 train 0.026690 42573 train 0.024368 42574 train 0.025600 42575 val 19.6256 42575 train 0.022844 42576 train 0.025035 42577 train 0.024157 42578 train 0.022596 42579 train 0.023646 42580 train 0.028094 42581 train 0.024252 42582 train 0.022826 42583 train 0.027162 42584 train 0.024601 42585 train 0.027092 42586 train 0.026667 42587 train 0.025747 42588 train 0.023551 42589 train 0.023575 42590 train 0.022494 42591 train 0.024553 42592 train 0.026921 42593 train 0.027357 42594 train 0.022368 42595 train 0.022747 42596 train 0.026559 42597 train 0.023014 42598 train 0.024902 42599 train 0.021413 42600 val 19.5848 42600 train 0.026646 42601 train 0.028521 42602 train 0.026912 42603 train 0.023566 42604 train 0.025623 42605 train 0.024520 42606 train 0.026046 42607 train 0.023985 42608 train 0.021304 42609 train 0.024066 42610 train 0.022240 42611 train 0.023556 42612 train 0.023919 42613 train 0.021909 42614 train 0.026276 42615 train 0.024082 42616 train 0.022521 42617 train 0.022929 42618 train 0.023361 42619 train 0.022329 42620 train 0.023394 42621 train 0.025638 42622 train 0.026164 42623 train 0.023036 42624 train 0.024643 42625 val 19.5151 42625 train 0.024321 42626 train 0.027963 42627 train 0.026871 42628 train 0.030631 42629 train 0.022256 42630 train 0.022387 42631 train 0.031351 42632 train 0.025428 42633 train 0.022051 42634 train 0.025576 42635 train 0.025727 42636 train 0.023196 42637 train 0.024573 42638 train 0.023558 42639 train 0.024814 42640 train 0.020886 42641 train 0.024736 42642 train 0.023164 42643 train 0.023261 42644 train 0.027668 42645 train 0.025077 42646 train 0.022414 42647 train 0.028006 42648 train 0.025542 42649 train 0.026471 42650 val 19.5309 42650 train 0.024022 42651 train 0.023002 42652 train 0.021620 42653 train 0.022255 42654 train 0.021204 42655 train 0.022794 42656 train 0.020240 42657 train 0.021438 42658 train 0.020536 42659 train 0.023994 42660 train 0.024200 42661 train 0.022728 42662 train 0.024034 42663 train 0.023975 42664 train 0.023973 42665 train 0.023704 42666 train 0.022783 42667 train 0.025859 42668 train 0.023270 42669 train 0.023681 42670 train 0.027571 42671 train 0.025943 42672 train 0.022613 42673 train 0.024036 42674 train 0.025543 42675 val 19.5386 42675 train 0.023768 42676 train 0.021811 42677 train 0.024337 42678 train 0.021675 42679 train 0.023735 42680 train 0.023531 42681 train 0.025778 42682 train 0.022721 42683 train 0.025603 42684 train 0.020889 42685 train 0.023372 42686 train 0.024436 42687 train 0.021123 42688 train 0.022630 42689 train 0.026129 42690 train 0.023145 42691 train 0.023838 42692 train 0.024686 42693 train 0.022381 42694 train 0.022668 42695 train 0.031619 42696 train 0.024075 42697 train 0.019982 42698 train 0.023275 42699 train 0.024177 42700 val 19.6197 42700 train 0.022932 42701 train 0.020973 42702 train 0.024923 42703 train 0.024368 42704 train 0.020665 42705 train 0.024069 42706 train 0.042652 42707 train 0.027717 42708 train 0.024643 42709 train 0.024568 42710 train 0.032132 42711 train 0.024673 42712 train 0.025346 42713 train 0.023662 42714 train 0.021176 42715 train 0.024999 42716 train 0.024170 42717 train 0.024690 42718 train 0.024816 42719 train 0.024196 42720 train 0.023713 42721 train 0.023712 42722 train 0.024232 42723 train 0.022702 42724 train 0.022202 42725 val 19.5615 42725 train 0.025900 42726 train 0.023262 42727 train 0.024510 42728 train 0.028194 42729 train 0.026234 42730 train 0.022151 42731 train 0.025807 42732 train 0.025257 42733 train 0.021819 42734 train 0.025798 42735 train 0.029293 42736 train 0.025864 42737 train 0.019574 42738 train 0.037061 42739 train 0.024038 42740 train 0.022666 42741 train 0.025904 42742 train 0.043089 42743 train 0.024986 42744 train 0.024652 42745 train 0.025795 42746 train 0.023779 42747 train 0.023247 42748 train 0.027549 42749 train 0.027310 42750 val 19.5467 42750 train 0.027741 42751 train 0.028948 42752 train 0.022136 42753 train 0.023641 42754 train 0.024532 42755 train 0.024744 42756 train 0.022483 42757 train 0.024094 42758 train 0.023553 42759 train 0.023725 42760 train 0.023492 42761 train 0.027279 42762 train 0.022323 42763 train 0.020233 42764 train 0.024674 42765 train 0.025059 42766 train 0.022156 42767 train 0.023267 42768 train 0.022236 42769 train 0.025426 42770 train 0.025072 42771 train 0.043273 42772 train 0.022514 42773 train 0.023288 42774 train 0.027671 42775 val 19.5946 42775 train 0.022721 42776 train 0.022146 42777 train 0.028943 42778 train 0.034449 42779 train 0.023109 42780 train 0.023949 42781 train 0.022817 42782 train 0.023034 42783 train 0.023935 42784 train 0.024619 42785 train 0.027649 42786 train 0.025035 42787 train 0.026556 42788 train 0.023136 42789 train 0.023484 42790 train 0.022904 42791 train 0.025570 42792 train 0.026494 42793 train 0.024727 42794 train 0.024697 42795 train 0.023697 42796 train 0.022879 42797 train 0.022124 42798 train 0.020240 42799 train 0.020952 42800 val 19.5736 42800 train 0.023195 42801 train 0.026347 42802 train 0.023930 42803 train 0.019783 42804 train 0.025957 42805 train 0.024198 42806 train 0.023616 42807 train 0.026605 42808 train 0.022747 42809 train 0.023980 42810 train 0.022287 42811 train 0.026001 42812 train 0.023363 42813 train 0.030745 42814 train 0.024696 42815 train 0.023156 42816 train 0.023589 42817 train 0.022619 42818 train 0.024970 42819 train 0.024709 42820 train 0.026280 42821 train 0.024194 42822 train 0.025450 42823 train 0.023583 42824 train 0.020321 42825 val 19.5831 42825 train 0.019740 42826 train 0.021474 42827 train 0.023801 42828 train 0.025372 42829 train 0.022363 42830 train 0.023219 42831 train 0.022645 42832 train 0.023463 42833 train 0.024186 42834 train 0.025447 42835 train 0.022581 42836 train 0.022362 42837 train 0.022505 42838 train 0.024695 42839 train 0.018882 42840 train 0.023163 42841 train 0.023080 42842 train 0.021322 42843 train 0.022353 42844 train 0.024660 42845 train 0.023934 42846 train 0.019574 42847 train 0.022632 42848 train 0.023804 42849 train 0.031418 42850 val 19.5945 42850 train 0.019883 42851 train 0.023246 42852 train 0.024963 42853 train 0.027064 42854 train 0.027240 42855 train 0.027411 42856 train 0.025767 42857 train 0.023629 42858 train 0.024454 42859 train 0.026385 42860 train 0.023387 42861 train 0.018601 42862 train 0.024004 42863 train 0.025465 42864 train 0.024551 42865 train 0.023415 42866 train 0.023476 42867 train 0.022329 42868 train 0.024799 42869 train 0.023164 42870 train 0.021842 42871 train 0.023176 42872 train 0.021944 42873 train 0.021323 42874 train 0.024473 42875 val 19.6284 42875 train 0.022951 42876 train 0.020472 42877 train 0.024193 42878 train 0.022808 42879 train 0.024103 42880 train 0.024973 42881 train 0.028093 42882 train 0.024424 42883 train 0.021631 42884 train 0.024162 42885 train 0.040285 42886 train 0.021611 42887 train 0.024798 42888 train 0.024752 42889 train 0.022340 42890 train 0.023265 42891 train 0.022168 42892 train 0.022303 42893 train 0.026802 42894 train 0.025659 42895 train 0.025637 42896 train 0.024023 42897 train 0.021135 42898 train 0.025808 42899 train 0.022699 42900 val 19.6009 42900 train 0.022487 42901 train 0.021874 42902 train 0.025069 42903 train 0.025787 42904 train 0.023191 42905 train 0.026303 42906 train 0.024028 42907 train 0.022118 42908 train 0.022380 42909 train 0.020354 42910 train 0.023643 42911 train 0.021895 42912 train 0.022646 42913 train 0.023978 42914 train 0.022746 42915 train 0.024330 42916 train 0.022986 42917 train 0.025885 42918 train 0.023918 42919 train 0.026720 42920 train 0.024473 42921 train 0.026320 42922 train 0.023598 42923 train 0.026193 42924 train 0.024532 42925 val 19.5571 42925 train 0.025168 42926 train 0.021889 42927 train 0.026941 42928 train 0.025084 42929 train 0.023831 42930 train 0.022765 42931 train 0.020039 42932 train 0.021505 42933 train 0.024057 42934 train 0.024698 42935 train 0.023449 42936 train 0.026319 42937 train 0.023675 42938 train 0.027463 42939 train 0.026964 42940 train 0.023983 42941 train 0.023658 42942 train 0.024100 42943 train 0.022536 42944 train 0.024756 42945 train 0.021602 42946 train 0.026278 42947 train 0.025010 42948 train 0.023863 42949 train 0.025049 42950 val 19.5929 42950 train 0.023819 42951 train 0.025049 42952 train 0.025058 42953 train 0.025317 42954 train 0.025034 42955 train 0.027346 42956 train 0.024766 42957 train 0.050478 42958 train 0.053977 42959 train 0.023847 42960 train 0.023262 42961 train 0.024169 42962 train 0.021735 42963 train 0.028613 42964 train 0.023156 42965 train 0.024868 42966 train 0.026440 42967 train 0.023258 42968 train 0.022464 42969 train 0.023320 42970 train 0.022497 42971 train 0.023295 42972 train 0.023932 42973 train 0.024220 42974 train 0.023010 42975 val 19.6267 42975 train 0.024040 42976 train 0.026374 42977 train 0.023501 42978 train 0.025647 42979 train 0.023212 42980 train 0.025914 42981 train 0.025183 42982 train 0.025146 42983 train 0.025989 42984 train 0.023954 42985 train 0.027375 42986 train 0.025953 42987 train 0.023150 42988 train 0.027443 42989 train 0.024102 42990 train 0.023784 42991 train 0.024417 42992 train 0.024108 42993 train 0.027817 42994 train 0.030242 42995 train 0.023126 42996 train 0.024210 42997 train 0.025216 42998 train 0.024827 42999 train 0.025504 43000 val 19.5073 43000 train 0.022875 43001 train 0.022549 43002 train 0.027625 43003 train 0.024983 43004 train 0.026647 43005 train 0.022572 43006 train 0.021902 43007 train 0.023018 43008 train 0.023597 43009 train 0.021480 43010 train 0.021961 43011 train 0.024567 43012 train 0.024617 43013 train 0.021045 43014 train 0.023595 43015 train 0.022313 43016 train 0.026823 43017 train 0.023470 43018 train 0.022647 43019 train 0.019444 43020 train 0.023687 43021 train 0.024386 43022 train 0.026778 43023 train 0.024643 43024 train 0.025834 43025 val 19.4448 43025 train 0.022172 43026 train 0.023432 43027 train 0.026249 43028 train 0.021915 43029 train 0.027839 43030 train 0.025138 43031 train 0.023028 43032 train 0.020400 43033 train 0.023038 43034 train 0.026156 43035 train 0.024339 43036 train 0.022546 43037 train 0.023329 43038 train 0.028603 43039 train 0.022355 43040 train 0.023296 43041 train 0.022642 43042 train 0.021168 43043 train 0.027307 43044 train 0.024258 43045 train 0.020982 43046 train 0.022631 43047 train 0.022729 43048 train 0.022178 43049 train 0.024162 43050 val 19.5463 43050 train 0.024119 43051 train 0.022533 43052 train 0.022488 43053 train 0.022488 43054 train 0.021730 43055 train 0.024123 43056 train 0.022602 43057 train 0.023574 43058 train 0.026043 43059 train 0.023411 43060 train 0.027314 43061 train 0.022664 43062 train 0.022087 43063 train 0.024972 43064 train 0.024520 43065 train 0.022649 43066 train 0.024391 43067 train 0.024164 43068 train 0.021508 43069 train 0.021803 43070 train 0.026957 43071 train 0.021007 43072 train 0.021003 43073 train 0.023707 43074 train 0.024479 43075 val 19.5098 43075 train 0.020885 43076 train 0.023716 43077 train 0.023106 43078 train 0.021102 43079 train 0.028846 43080 train 0.021954 43081 train 0.024558 43082 train 0.021011 43083 train 0.023549 43084 train 0.025443 43085 train 0.024859 43086 train 0.026391 43087 train 0.024981 43088 train 0.024636 43089 train 0.024124 43090 train 0.022126 43091 train 0.023713 43092 train 0.024450 43093 train 0.023343 43094 train 0.024672 43095 train 0.024264 43096 train 0.025413 43097 train 0.024229 43098 train 0.018557 43099 train 0.024649 43100 val 19.5157 43100 train 0.022355 43101 train 0.021752 43102 train 0.024653 43103 train 0.026677 43104 train 0.023832 43105 train 0.024474 43106 train 0.028838 43107 train 0.020019 43108 train 0.022787 43109 train 0.022518 43110 train 0.022494 43111 train 0.023331 43112 train 0.022960 43113 train 0.020991 43114 train 0.024993 43115 train 0.025877 43116 train 0.022849 43117 train 0.022161 43118 train 0.022141 43119 train 0.023803 43120 train 0.023664 43121 train 0.024105 43122 train 0.027286 43123 train 0.021757 43124 train 0.025627 43125 val 19.5535 43125 train 0.035367 43126 train 0.022502 43127 train 0.025726 43128 train 0.024382 43129 train 0.024244 43130 train 0.022006 43131 train 0.025495 43132 train 0.024086 43133 train 0.023710 43134 train 0.020572 43135 train 0.025379 43136 train 0.025893 43137 train 0.023063 43138 train 0.025217 43139 train 0.025070 43140 train 0.024086 43141 train 0.023610 43142 train 0.025079 43143 train 0.022557 43144 train 0.021478 43145 train 0.025374 43146 train 0.019571 43147 train 0.031197 43148 train 0.022939 43149 train 0.020625 43150 val 19.5774 43150 train 0.022682 43151 train 0.024756 43152 train 0.020075 43153 train 0.022333 43154 train 0.022040 43155 train 0.023959 43156 train 0.022817 43157 train 0.024585 43158 train 0.026920 43159 train 0.022705 43160 train 0.029214 43161 train 0.024613 43162 train 0.022118 43163 train 0.023882 43164 train 0.025348 43165 train 0.024186 43166 train 0.021191 43167 train 0.025003 43168 train 0.025233 43169 train 0.024782 43170 train 0.022058 43171 train 0.021378 43172 train 0.022382 43173 train 0.023827 43174 train 0.024263 43175 val 19.4946 43175 train 0.024132 43176 train 0.023570 43177 train 0.021488 43178 train 0.023383 43179 train 0.021212 43180 train 0.024026 43181 train 0.021281 43182 train 0.022630 43183 train 0.027913 43184 train 0.022432 43185 train 0.024828 43186 train 0.026598 43187 train 0.024116 43188 train 0.023589 43189 train 0.021500 43190 train 0.023814 43191 train 0.022820 43192 train 0.026761 43193 train 0.024324 43194 train 0.022397 43195 train 0.026058 43196 train 0.024982 43197 train 0.020872 43198 train 0.022527 43199 train 0.025693 43200 val 19.5316 43200 train 0.022709 43201 train 0.022134 43202 train 0.021625 43203 train 0.023829 43204 train 0.023130 43205 train 0.026004 43206 train 0.021577 43207 train 0.025436 43208 train 0.021827 43209 train 0.022586 43210 train 0.022408 43211 train 0.028734 43212 train 0.025338 43213 train 0.023734 43214 train 0.027796 43215 train 0.023460 43216 train 0.024074 43217 train 0.024976 43218 train 0.023145 43219 train 0.023385 43220 train 0.022247 43221 train 0.023976 43222 train 0.022894 43223 train 0.022992 43224 train 0.022895 43225 val 19.5643 43225 train 0.024988 43226 train 0.024592 43227 train 0.022241 43228 train 0.040576 43229 train 0.021130 43230 train 0.022684 43231 train 0.025436 43232 train 0.022953 43233 train 0.022388 43234 train 0.022537 43235 train 0.030035 43236 train 0.023793 43237 train 0.020985 43238 train 0.022321 43239 train 0.020596 43240 train 0.022803 43241 train 0.023929 43242 train 0.021711 43243 train 0.026572 43244 train 0.021182 43245 train 0.021160 43246 train 0.022406 43247 train 0.022296 43248 train 0.024108 43249 train 0.023485 43250 val 19.5384 43250 train 0.025193 43251 train 0.025832 43252 train 0.026332 43253 train 0.025951 43254 train 0.024698 43255 train 0.022981 43256 train 0.022813 43257 train 0.024656 43258 train 0.026697 43259 train 0.024201 43260 train 0.025824 43261 train 0.024180 43262 train 0.022088 43263 train 0.022210 43264 train 0.025896 43265 train 0.020491 43266 train 0.023168 43267 train 0.024732 43268 train 0.023534 43269 train 0.019856 43270 train 0.024309 43271 train 0.025187 43272 train 0.027134 43273 train 0.020699 43274 train 0.019773 43275 val 19.4887 43275 train 0.020165 43276 train 0.022902 43277 train 0.023158 43278 train 0.024115 43279 train 0.026685 43280 train 0.022978 43281 train 0.022584 43282 train 0.020420 43283 train 0.022114 43284 train 0.022783 43285 train 0.024735 43286 train 0.021056 43287 train 0.022882 43288 train 0.024005 43289 train 0.023137 43290 train 0.024521 43291 train 0.023662 43292 train 0.024025 43293 train 0.027194 43294 train 0.024348 43295 train 0.025258 43296 train 0.023484 43297 train 0.025686 43298 train 0.021448 43299 train 0.023352 43300 val 19.5967 43300 train 0.020188 43301 train 0.025148 43302 train 0.024953 43303 train 0.023534 43304 train 0.023896 43305 train 0.020112 43306 train 0.021455 43307 train 0.022044 43308 train 0.024444 43309 train 0.023278 43310 train 0.020247 43311 train 0.020333 43312 train 0.022230 43313 train 0.022055 43314 train 0.023934 43315 train 0.025642 43316 train 0.022107 43317 train 0.025491 43318 train 0.022287 43319 train 0.026118 43320 train 0.025086 43321 train 0.025432 43322 train 0.022614 43323 train 0.024061 43324 train 0.024992 43325 val 19.5895 43325 train 0.023186 43326 train 0.018000 43327 train 0.020864 43328 train 0.024819 43329 train 0.026272 43330 train 0.021875 43331 train 0.021489 43332 train 0.027235 43333 train 0.022037 43334 train 0.026212 43335 train 0.024961 43336 train 0.019002 43337 train 0.024224 43338 train 0.025290 43339 train 0.023553 43340 train 0.023823 43341 train 0.023128 43342 train 0.024147 43343 train 0.025005 43344 train 0.024048 43345 train 0.032473 43346 train 0.023961 43347 train 0.022630 43348 train 0.024125 43349 train 0.026776 43350 val 19.5653 43350 train 0.028932 43351 train 0.024169 43352 train 0.027096 43353 train 0.025773 43354 train 0.024566 43355 train 0.022821 43356 train 0.022547 43357 train 0.024946 43358 train 0.023506 43359 train 0.032197 43360 train 0.023774 43361 train 0.020547 43362 train 0.022196 43363 train 0.021470 43364 train 0.024214 43365 train 0.020907 43366 train 0.023040 43367 train 0.021292 43368 train 0.022108 43369 train 0.025004 43370 train 0.021845 43371 train 0.019636 43372 train 0.022435 43373 train 0.024674 43374 train 0.022895 43375 val 19.6295 43375 train 0.021391 43376 train 0.024733 43377 train 0.024004 43378 train 0.024666 43379 train 0.023905 43380 train 0.025263 43381 train 0.070645 43382 train 0.025291 43383 train 0.020822 43384 train 0.024851 43385 train 0.028314 43386 train 0.028822 43387 train 0.024416 43388 train 0.026889 43389 train 0.025156 43390 train 0.021053 43391 train 0.025591 43392 train 0.026772 43393 train 0.026315 43394 train 0.023717 43395 train 0.030582 43396 train 0.024210 43397 train 0.022744 43398 train 0.024808 43399 train 0.019990 43400 val 19.5247 43400 train 0.024917 43401 train 0.023126 43402 train 0.024821 43403 train 0.021768 43404 train 0.022806 43405 train 0.023876 43406 train 0.021843 43407 train 0.022012 43408 train 0.021691 43409 train 0.023977 43410 train 0.022906 43411 train 0.021779 43412 train 0.025170 43413 train 0.021243 43414 train 0.021217 43415 train 0.022626 43416 train 0.024125 43417 train 0.026707 43418 train 0.021361 43419 train 0.022482 43420 train 0.024049 43421 train 0.024517 43422 train 0.026708 43423 train 0.021669 43424 train 0.023317 43425 val 19.5331 43425 train 0.025548 43426 train 0.022865 43427 train 0.023325 43428 train 0.023970 43429 train 0.023602 43430 train 0.024112 43431 train 0.024186 43432 train 0.022381 43433 train 0.020938 43434 train 0.024299 43435 train 0.021832 43436 train 0.024939 43437 train 0.018693 43438 train 0.021826 43439 train 0.022322 43440 train 0.021624 43441 train 0.025406 43442 train 0.021495 43443 train 0.022809 43444 train 0.022310 43445 train 0.020635 43446 train 0.023137 43447 train 0.024383 43448 train 0.024478 43449 train 0.020141 43450 val 19.5987 43450 train 0.021641 43451 train 0.020643 43452 train 0.021626 43453 train 0.022578 43454 train 0.023922 43455 train 0.024872 43456 train 0.023583 43457 train 0.023616 43458 train 0.027468 43459 train 0.023795 43460 train 0.020478 43461 train 0.023182 43462 train 0.020097 43463 train 0.023327 43464 train 0.023775 43465 train 0.022082 43466 train 0.021189 43467 train 0.025352 43468 train 0.021313 43469 train 0.021756 43470 train 0.023648 43471 train 0.021116 43472 train 0.019149 43473 train 0.022213 43474 train 0.023081 43475 val 19.6402 43475 train 0.021502 43476 train 0.023450 43477 train 0.026274 43478 train 0.024176 43479 train 0.021955 43480 train 0.026986 43481 train 0.023909 43482 train 0.025025 43483 train 0.022190 43484 train 0.024966 43485 train 0.023351 43486 train 0.023781 43487 train 0.020659 43488 train 0.024226 43489 train 0.022682 43490 train 0.021417 43491 train 0.020944 43492 train 0.021952 43493 train 0.023489 43494 train 0.025406 43495 train 0.024171 43496 train 0.023495 43497 train 0.024690 43498 train 0.025095 43499 train 0.026272 43500 val 19.5459 43500 train 0.021939 43501 train 0.021625 43502 train 0.026417 43503 train 0.024251 43504 train 0.022779 43505 train 0.024154 43506 train 0.024035 43507 train 0.021436 43508 train 0.020080 43509 train 0.022704 43510 train 0.024134 43511 train 0.020871 43512 train 0.023353 43513 train 0.024433 43514 train 0.027680 43515 train 0.023235 43516 train 0.026578 43517 train 0.025231 43518 train 0.022268 43519 train 0.023987 43520 train 0.023107 43521 train 0.025518 43522 train 0.029877 43523 train 0.023159 43524 train 0.022685 43525 val 19.5658 43525 train 0.025354 43526 train 0.021690 43527 train 0.024740 43528 train 0.026103 43529 train 0.020637 43530 train 0.023793 43531 train 0.021776 43532 train 0.020659 43533 train 0.028774 43534 train 0.023178 43535 train 0.029382 43536 train 0.023336 43537 train 0.024356 43538 train 0.031109 43539 train 0.026754 43540 train 0.023562 43541 train 0.025113 43542 train 0.023426 43543 train 0.022018 43544 train 0.019492 43545 train 0.023136 43546 train 0.022398 43547 train 0.020954 43548 train 0.022080 43549 train 0.023241 43550 val 19.6425 43550 train 0.024437 43551 train 0.023866 43552 train 0.027653 43553 train 0.023246 43554 train 0.022314 43555 train 0.023945 43556 train 0.024188 43557 train 0.022931 43558 train 0.026414 43559 train 0.024784 43560 train 0.023444 43561 train 0.028077 43562 train 0.024180 43563 train 0.023730 43564 train 0.024091 43565 train 0.019680 43566 train 0.020862 43567 train 0.024536 43568 train 0.020290 43569 train 0.026157 43570 train 0.020489 43571 train 0.022750 43572 train 0.023865 43573 train 0.022055 43574 train 0.026872 43575 val 19.5595 43575 train 0.025300 43576 train 0.022510 43577 train 0.023063 43578 train 0.024212 43579 train 0.022726 43580 train 0.023169 43581 train 0.024789 43582 train 0.024246 43583 train 0.019945 43584 train 0.021480 43585 train 0.025212 43586 train 0.025055 43587 train 0.021241 43588 train 0.023426 43589 train 0.021351 43590 train 0.023294 43591 train 0.022728 43592 train 0.027586 43593 train 0.021014 43594 train 0.024044 43595 train 0.021530 43596 train 0.022017 43597 train 0.020589 43598 train 0.022767 43599 train 0.022177 43600 val 19.6000 43600 train 0.025718 43601 train 0.022389 43602 train 0.022034 43603 train 0.024589 43604 train 0.021468 43605 train 0.024957 43606 train 0.023616 43607 train 0.021609 43608 train 0.024588 43609 train 0.028285 43610 train 0.023067 43611 train 0.022870 43612 train 0.020805 43613 train 0.019657 43614 train 0.022460 43615 train 0.022621 43616 train 0.023646 43617 train 0.022621 43618 train 0.026223 43619 train 0.020772 43620 train 0.021608 43621 train 0.025924 43622 train 0.026717 43623 train 0.023695 43624 train 0.023839 43625 val 19.6115 43625 train 0.021603 43626 train 0.023196 43627 train 0.024533 43628 train 0.022281 43629 train 0.023889 43630 train 0.027208 43631 train 0.024276 43632 train 0.029718 43633 train 0.019056 43634 train 0.022906 43635 train 0.023448 43636 train 0.025194 43637 train 0.023186 43638 train 0.026125 43639 train 0.024082 43640 train 0.023147 43641 train 0.023582 43642 train 0.022524 43643 train 0.023377 43644 train 0.024052 43645 train 0.027468 43646 train 0.024706 43647 train 0.023228 43648 train 0.022175 43649 train 0.020851 43650 val 19.4661 43650 train 0.021947 43651 train 0.025293 43652 train 0.024139 43653 train 0.024067 43654 train 0.023981 43655 train 0.022484 43656 train 0.024127 43657 train 0.022382 43658 train 0.024570 43659 train 0.023479 43660 train 0.024791 43661 train 0.023038 43662 train 0.021985 43663 train 0.021271 43664 train 0.022803 43665 train 0.029542 43666 train 0.026503 43667 train 0.024855 43668 train 0.025447 43669 train 0.019562 43670 train 0.021519 43671 train 0.024569 43672 train 0.027402 43673 train 0.023285 43674 train 0.021226 43675 val 19.5485 43675 train 0.020834 43676 train 0.022565 43677 train 0.022284 43678 train 0.022117 43679 train 0.022040 43680 train 0.023972 43681 train 0.021694 43682 train 0.024084 43683 train 0.023806 43684 train 0.021499 43685 train 0.022657 43686 train 0.023254 43687 train 0.024773 43688 train 0.025142 43689 train 0.026933 43690 train 0.025291 43691 train 0.021927 43692 train 0.023399 43693 train 0.022152 43694 train 0.024124 43695 train 0.023241 43696 train 0.021807 43697 train 0.022207 43698 train 0.021289 43699 train 0.024149 43700 val 19.6554 43700 train 0.022956 43701 train 0.024774 43702 train 0.021047 43703 train 0.052280 43704 train 0.023944 43705 train 0.019183 43706 train 0.022602 43707 train 0.024450 43708 train 0.024045 43709 train 0.020506 43710 train 0.025104 43711 train 0.022056 43712 train 0.023300 43713 train 0.021037 43714 train 0.022462 43715 train 0.023083 43716 train 0.022597 43717 train 0.022989 43718 train 0.023086 43719 train 0.023437 43720 train 0.024757 43721 train 0.028043 43722 train 0.021895 43723 train 0.023794 43724 train 0.021305 43725 val 19.4915 43725 train 0.028440 43726 train 0.025495 43727 train 0.025105 43728 train 0.022110 43729 train 0.021927 43730 train 0.024065 43731 train 0.022312 43732 train 0.025200 43733 train 0.021093 43734 train 0.022917 43735 train 0.021607 43736 train 0.025550 43737 train 0.024142 43738 train 0.023511 43739 train 0.039947 43740 train 0.021383 43741 train 0.020864 43742 train 0.020921 43743 train 0.023485 43744 train 0.022999 43745 train 0.022256 43746 train 0.025543 43747 train 0.021472 43748 train 0.027387 43749 train 0.020098 43750 val 19.5130 43750 train 0.022638 43751 train 0.024562 43752 train 0.023411 43753 train 0.022505 43754 train 0.021388 43755 train 0.024619 43756 train 0.025225 43757 train 0.022286 43758 train 0.026061 43759 train 0.024008 43760 train 0.022238 43761 train 0.022893 43762 train 0.022665 43763 train 0.024848 43764 train 0.022638 43765 train 0.024100 43766 train 0.022066 43767 train 0.020723 43768 train 0.027453 43769 train 0.020443 43770 train 0.024695 43771 train 0.025436 43772 train 0.023443 43773 train 0.023305 43774 train 0.024251 43775 val 19.5393 43775 train 0.025365 43776 train 0.022490 43777 train 0.020070 43778 train 0.021139 43779 train 0.022466 43780 train 0.019712 43781 train 0.021211 43782 train 0.022882 43783 train 0.023190 43784 train 0.021241 43785 train 0.019001 43786 train 0.022251 43787 train 0.020770 43788 train 0.021739 43789 train 0.021558 43790 train 0.023049 43791 train 0.023963 43792 train 0.022343 43793 train 0.021648 43794 train 0.038230 43795 train 0.022397 43796 train 0.023755 43797 train 0.020376 43798 train 0.022065 43799 train 0.025093 43800 val 19.5548 43800 train 0.021151 43801 train 0.023988 43802 train 0.020838 43803 train 0.022894 43804 train 0.021633 43805 train 0.022846 43806 train 0.023683 43807 train 0.023942 43808 train 0.022318 43809 train 0.024002 43810 train 0.023385 43811 train 0.020284 43812 train 0.020044 43813 train 0.023223 43814 train 0.023608 43815 train 0.022127 43816 train 0.021778 43817 train 0.023905 43818 train 0.028722 43819 train 0.022565 43820 train 0.021763 43821 train 0.022627 43822 train 0.022166 43823 train 0.021047 43824 train 0.020048 43825 val 19.4843 43825 train 0.020712 43826 train 0.022117 43827 train 0.020909 43828 train 0.025579 43829 train 0.021793 43830 train 0.023278 43831 train 0.022012 43832 train 0.027105 43833 train 0.024289 43834 train 0.021217 43835 train 0.026237 43836 train 0.022813 43837 train 0.021764 43838 train 0.024134 43839 train 0.022653 43840 train 0.020928 43841 train 0.026038 43842 train 0.024157 43843 train 0.022471 43844 train 0.021447 43845 train 0.025375 43846 train 0.022640 43847 train 0.022147 43848 train 0.028324 43849 train 0.021337 43850 val 19.6756 43850 train 0.024776 43851 train 0.023558 43852 train 0.020312 43853 train 0.024035 43854 train 0.035628 43855 train 0.021396 43856 train 0.022464 43857 train 0.027730 43858 train 0.023068 43859 train 0.024676 43860 train 0.022232 43861 train 0.024366 43862 train 0.021663 43863 train 0.021219 43864 train 0.024071 43865 train 0.023646 43866 train 0.021907 43867 train 0.023570 43868 train 0.021862 43869 train 0.023922 43870 train 0.023764 43871 train 0.028188 43872 train 0.022928 43873 train 0.024752 43874 train 0.023118 43875 val 19.6048 43875 train 0.022901 43876 train 0.024617 43877 train 0.027900 43878 train 0.026370 43879 train 0.024218 43880 train 0.022744 43881 train 0.026200 43882 train 0.023271 43883 train 0.020522 43884 train 0.025848 43885 train 0.022695 43886 train 0.022353 43887 train 0.023169 43888 train 0.022486 43889 train 0.022202 43890 train 0.019218 43891 train 0.021542 43892 train 0.021016 43893 train 0.036609 43894 train 0.024294 43895 train 0.023825 43896 train 0.022459 43897 train 0.028174 43898 train 0.024164 43899 train 0.023520 43900 val 19.5133 43900 train 0.023753 43901 train 0.022438 43902 train 0.020395 43903 train 0.024449 43904 train 0.024706 43905 train 0.020851 43906 train 0.021836 43907 train 0.025058 43908 train 0.021391 43909 train 0.023991 43910 train 0.025659 43911 train 0.020633 43912 train 0.024526 43913 train 0.028034 43914 train 0.025133 43915 train 0.024903 43916 train 0.025372 43917 train 0.027534 43918 train 0.022478 43919 train 0.020128 43920 train 0.023068 43921 train 0.023298 43922 train 0.022743 43923 train 0.023195 43924 train 0.021356 43925 val 19.5672 43925 train 0.023361 43926 train 0.020461 43927 train 0.020718 43928 train 0.019671 43929 train 0.031519 43930 train 0.023355 43931 train 0.023727 43932 train 0.022588 43933 train 0.023688 43934 train 0.022934 43935 train 0.034301 43936 train 0.024376 43937 train 0.021159 43938 train 0.020278 43939 train 0.026166 43940 train 0.023858 43941 train 0.021234 43942 train 0.023444 43943 train 0.024339 43944 train 0.021517 43945 train 0.022752 43946 train 0.025109 43947 train 0.019554 43948 train 0.020077 43949 train 0.023796 43950 val 19.6374 43950 train 0.025431 43951 train 0.023671 43952 train 0.025434 43953 train 0.027499 43954 train 0.025284 43955 train 0.024160 43956 train 0.023494 43957 train 0.026426 43958 train 0.022167 43959 train 0.022654 43960 train 0.025019 43961 train 0.021693 43962 train 0.019245 43963 train 0.022743 43964 train 0.022424 43965 train 0.037614 43966 train 0.022127 43967 train 0.020344 43968 train 0.020031 43969 train 0.021583 43970 train 0.021614 43971 train 0.028930 43972 train 0.024547 43973 train 0.021612 43974 train 0.022991 43975 val 19.4876 43975 train 0.028786 43976 train 0.026230 43977 train 0.024414 43978 train 0.028338 43979 train 0.024117 43980 train 0.023686 43981 train 0.020859 43982 train 0.022550 43983 train 0.020996 43984 train 0.020187 43985 train 0.022445 43986 train 0.025071 43987 train 0.021371 43988 train 0.023170 43989 train 0.024284 43990 train 0.022149 43991 train 0.023130 43992 train 0.024710 43993 train 0.022768 43994 train 0.027333 43995 train 0.023188 43996 train 0.022155 43997 train 0.023962 43998 train 0.021284 43999 train 0.021724 44000 val 19.5600 44000 train 0.023925 44001 train 0.041436 44002 train 0.020684 44003 train 0.022197 44004 train 0.022063 44005 train 0.025514 44006 train 0.021589 44007 train 0.028678 44008 train 0.020171 44009 train 0.021363 44010 train 0.023404 44011 train 0.023929 44012 train 0.023291 44013 train 0.022083 44014 train 0.023891 44015 train 0.023163 44016 train 0.024041 44017 train 0.024097 44018 train 0.022921 44019 train 0.025214 44020 train 0.023866 44021 train 0.022170 44022 train 0.027625 44023 train 0.022401 44024 train 0.021738 44025 val 19.6383 44025 train 0.023776 44026 train 0.023004 44027 train 0.024394 44028 train 0.025461 44029 train 0.027186 44030 train 0.032748 44031 train 0.020268 44032 train 0.021310 44033 train 0.021330 44034 train 0.021422 44035 train 0.022007 44036 train 0.022836 44037 train 0.032683 44038 train 0.027470 44039 train 0.025456 44040 train 0.024883 44041 train 0.027457 44042 train 0.024260 44043 train 0.022714 44044 train 0.020147 44045 train 0.023262 44046 train 0.025243 44047 train 0.022822 44048 train 0.019866 44049 train 0.023179 44050 val 19.5363 44050 train 0.022814 44051 train 0.021190 44052 train 0.022305 44053 train 0.023615 44054 train 0.022408 44055 train 0.026539 44056 train 0.021296 44057 train 0.020734 44058 train 0.021861 44059 train 0.024642 44060 train 0.025781 44061 train 0.023352 44062 train 0.024174 44063 train 0.023250 44064 train 0.026458 44065 train 0.026446 44066 train 0.029893 44067 train 0.021359 44068 train 0.022879 44069 train 0.025021 44070 train 0.021222 44071 train 0.023535 44072 train 0.022433 44073 train 0.031872 44074 train 0.024631 44075 val 19.5740 44075 train 0.023859 44076 train 0.021419 44077 train 0.025429 44078 train 0.023579 44079 train 0.019530 44080 train 0.022601 44081 train 0.026778 44082 train 0.023886 44083 train 0.021911 44084 train 0.022057 44085 train 0.027867 44086 train 0.023510 44087 train 0.020810 44088 train 0.021760 44089 train 0.024003 44090 train 0.022989 44091 train 0.024095 44092 train 0.020818 44093 train 0.019630 44094 train 0.022834 44095 train 0.021600 44096 train 0.022363 44097 train 0.021811 44098 train 0.022884 44099 train 0.022276 44100 val 19.6579 44100 train 0.026300 44101 train 0.021197 44102 train 0.028864 44103 train 0.019605 44104 train 0.026864 44105 train 0.022157 44106 train 0.023414 44107 train 0.023234 44108 train 0.021984 44109 train 0.021016 44110 train 0.025567 44111 train 0.023237 44112 train 0.021071 44113 train 0.028143 44114 train 0.023645 44115 train 0.022191 44116 train 0.020711 44117 train 0.022300 44118 train 0.021293 44119 train 0.022842 44120 train 0.022775 44121 train 0.031948 44122 train 0.022228 44123 train 0.022512 44124 train 0.020948 44125 val 19.5610 44125 train 0.021046 44126 train 0.022124 44127 train 0.022622 44128 train 0.020864 44129 train 0.023090 44130 train 0.023008 44131 train 0.022425 44132 train 0.023720 44133 train 0.023656 44134 train 0.023818 44135 train 0.020226 44136 train 0.023556 44137 train 0.018824 44138 train 0.022861 44139 train 0.022136 44140 train 0.022152 44141 train 0.024020 44142 train 0.025889 44143 train 0.024960 44144 train 0.025431 44145 train 0.022451 44146 train 0.022588 44147 train 0.022659 44148 train 0.020525 44149 train 0.025433 44150 val 19.5047 44150 train 0.025306 44151 train 0.022804 44152 train 0.022502 44153 train 0.021852 44154 train 0.022366 44155 train 0.023264 44156 train 0.022834 44157 train 0.025724 44158 train 0.020082 44159 train 0.020578 44160 train 0.020524 44161 train 0.021932 44162 train 0.021009 44163 train 0.024651 44164 train 0.020928 44165 train 0.026475 44166 train 0.020264 44167 train 0.021180 44168 train 0.023113 44169 train 0.025165 44170 train 0.025162 44171 train 0.021952 44172 train 0.023344 44173 train 0.022497 44174 train 0.023273 44175 val 19.6089 44175 train 0.022766 44176 train 0.023820 44177 train 0.022544 44178 train 0.023656 44179 train 0.021475 44180 train 0.020113 44181 train 0.022036 44182 train 0.019565 44183 train 0.023850 44184 train 0.024587 44185 train 0.024150 44186 train 0.022065 44187 train 0.020429 44188 train 0.024218 44189 train 0.022930 44190 train 0.020112 44191 train 0.024254 44192 train 0.021683 44193 train 0.024014 44194 train 0.022116 44195 train 0.019076 44196 train 0.022570 44197 train 0.024190 44198 train 0.022228 44199 train 0.022105 44200 val 19.6350 44200 train 0.020547 44201 train 0.025314 44202 train 0.022447 44203 train 0.022306 44204 train 0.023937 44205 train 0.026336 44206 train 0.026673 44207 train 0.024398 44208 train 0.024330 44209 train 0.023040 44210 train 0.024320 44211 train 0.024551 44212 train 0.024168 44213 train 0.026674 44214 train 0.023712 44215 train 0.020299 44216 train 0.022409 44217 train 0.021420 44218 train 0.019621 44219 train 0.021320 44220 train 0.022306 44221 train 0.021164 44222 train 0.022755 44223 train 0.024194 44224 train 0.020907 44225 val 19.5607 44225 train 0.020430 44226 train 0.020962 44227 train 0.022434 44228 train 0.020044 44229 train 0.024294 44230 train 0.023028 44231 train 0.022393 44232 train 0.021986 44233 train 0.022460 44234 train 0.019714 44235 train 0.021787 44236 train 0.021384 44237 train 0.045059 44238 train 0.019944 44239 train 0.022727 44240 train 0.021171 44241 train 0.020954 44242 train 0.021668 44243 train 0.021673 44244 train 0.022461 44245 train 0.021476 44246 train 0.025188 44247 train 0.023174 44248 train 0.023041 44249 train 0.021406 44250 val 19.5745 44250 train 0.025344 44251 train 0.021925 44252 train 0.027998 44253 train 0.024453 44254 train 0.021706 44255 train 0.023537 44256 train 0.023261 44257 train 0.021443 44258 train 0.024215 44259 train 0.024226 44260 train 0.020977 44261 train 0.023131 44262 train 0.021135 44263 train 0.021887 44264 train 0.019820 44265 train 0.023394 44266 train 0.021823 44267 train 0.019221 44268 train 0.020482 44269 train 0.021909 44270 train 0.020827 44271 train 0.023069 44272 train 0.020828 44273 train 0.035033 44274 train 0.020521 44275 val 19.6317 44275 train 0.021608 44276 train 0.020281 44277 train 0.020367 44278 train 0.020768 44279 train 0.025472 44280 train 0.021948 44281 train 0.021594 44282 train 0.022883 44283 train 0.020951 44284 train 0.022332 44285 train 0.021087 44286 train 0.021785 44287 train 0.023173 44288 train 0.022985 44289 train 0.021607 44290 train 0.022486 44291 train 0.021648 44292 train 0.025564 44293 train 0.022585 44294 train 0.021488 44295 train 0.024014 44296 train 0.020546 44297 train 0.024418 44298 train 0.021883 44299 train 0.020496 44300 val 19.6291 44300 train 0.021727 44301 train 0.021464 44302 train 0.021080 44303 train 0.019341 44304 train 0.020682 44305 train 0.024284 44306 train 0.022353 44307 train 0.023468 44308 train 0.024043 44309 train 0.035275 44310 train 0.022215 44311 train 0.022190 44312 train 0.020977 44313 train 0.021194 44314 train 0.022025 44315 train 0.023292 44316 train 0.024942 44317 train 0.023630 44318 train 0.018695 44319 train 0.021803 44320 train 0.021911 44321 train 0.025397 44322 train 0.023379 44323 train 0.021069 44324 train 0.020365 44325 val 19.6360 44325 train 0.022534 44326 train 0.023606 44327 train 0.021791 44328 train 0.021970 44329 train 0.023117 44330 train 0.021803 44331 train 0.024715 44332 train 0.021880 44333 train 0.025046 44334 train 0.023362 44335 train 0.026275 44336 train 0.023923 44337 train 0.022165 44338 train 0.021379 44339 train 0.019116 44340 train 0.022672 44341 train 0.021275 44342 train 0.024729 44343 train 0.023634 44344 train 0.022271 44345 train 0.021513 44346 train 0.022779 44347 train 0.020829 44348 train 0.021376 44349 train 0.023831 44350 val 19.7123 44350 train 0.025149 44351 train 0.022853 44352 train 0.020049 44353 train 0.022900 44354 train 0.023123 44355 train 0.021970 44356 train 0.020268 44357 train 0.022790 44358 train 0.024059 44359 train 0.025651 44360 train 0.022314 44361 train 0.024196 44362 train 0.023995 44363 train 0.022289 44364 train 0.021723 44365 train 0.021277 44366 train 0.021626 44367 train 0.020988 44368 train 0.021901 44369 train 0.023196 44370 train 0.024302 44371 train 0.022534 44372 train 0.022212 44373 train 0.022392 44374 train 0.024846 44375 val 19.6607 44375 train 0.021022 44376 train 0.022562 44377 train 0.021534 44378 train 0.022143 44379 train 0.022394 44380 train 0.025858 44381 train 0.021478 44382 train 0.023042 44383 train 0.022001 44384 train 0.021605 44385 train 0.022730 44386 train 0.023520 44387 train 0.025576 44388 train 0.024039 44389 train 0.023021 44390 train 0.020804 44391 train 0.024329 44392 train 0.023657 44393 train 0.022474 44394 train 0.025069 44395 train 0.024154 44396 train 0.020286 44397 train 0.027134 44398 train 0.026466 44399 train 0.022877 44400 val 19.5325 44400 train 0.021667 44401 train 0.019054 44402 train 0.024470 44403 train 0.022104 44404 train 0.022564 44405 train 0.024175 44406 train 0.024334 44407 train 0.025957 44408 train 0.020071 44409 train 0.021024 44410 train 0.044062 44411 train 0.022532 44412 train 0.024247 44413 train 0.021497 44414 train 0.025126 44415 train 0.022284 44416 train 0.020710 44417 train 0.020148 44418 train 0.021440 44419 train 0.024690 44420 train 0.023390 44421 train 0.020494 44422 train 0.026307 44423 train 0.025565 44424 train 0.020855 44425 val 19.6157 44425 train 0.019614 44426 train 0.023222 44427 train 0.026869 44428 train 0.022799 44429 train 0.021274 44430 train 0.021688 44431 train 0.022714 44432 train 0.020373 44433 train 0.044101 44434 train 0.019492 44435 train 0.022423 44436 train 0.024253 44437 train 0.022500 44438 train 0.022142 44439 train 0.029158 44440 train 0.023646 44441 train 0.026307 44442 train 0.024851 44443 train 0.032565 44444 train 0.023518 44445 train 0.021294 44446 train 0.026388 44447 train 0.020057 44448 train 0.023066 44449 train 0.021541 44450 val 19.6197 44450 train 0.022325 44451 train 0.022578 44452 train 0.018917 44453 train 0.022129 44454 train 0.022189 44455 train 0.022783 44456 train 0.022919 44457 train 0.023139 44458 train 0.019112 44459 train 0.022532 44460 train 0.023823 44461 train 0.020382 44462 train 0.021813 44463 train 0.027219 44464 train 0.025585 44465 train 0.022190 44466 train 0.022510 44467 train 0.017937 44468 train 0.023199 44469 train 0.030306 44470 train 0.022444 44471 train 0.023214 44472 train 0.022870 44473 train 0.023452 44474 train 0.020629 44475 val 19.5621 44475 train 0.024805 44476 train 0.020338 44477 train 0.023321 44478 train 0.022995 44479 train 0.024365 44480 train 0.023999 44481 train 0.021544 44482 train 0.022200 44483 train 0.019907 44484 train 0.021940 44485 train 0.024306 44486 train 0.023439 44487 train 0.019574 44488 train 0.019466 44489 train 0.021685 44490 train 0.022773 44491 train 0.022545 44492 train 0.020282 44493 train 0.022128 44494 train 0.020280 44495 train 0.021581 44496 train 0.024745 44497 train 0.021738 44498 train 0.021387 44499 train 0.025624 44500 val 19.5359 44500 train 0.031476 44501 train 0.022957 44502 train 0.022105 44503 train 0.020854 44504 train 0.022828 44505 train 0.023705 44506 train 0.023552 44507 train 0.023458 44508 train 0.024501 44509 train 0.022066 44510 train 0.023169 44511 train 0.021441 44512 train 0.023462 44513 train 0.020348 44514 train 0.019964 44515 train 0.021526 44516 train 0.022247 44517 train 0.026632 44518 train 0.024549 44519 train 0.021538 44520 train 0.021657 44521 train 0.021718 44522 train 0.024405 44523 train 0.020553 44524 train 0.020223 44525 val 19.6195 44525 train 0.022190 44526 train 0.020216 44527 train 0.021898 44528 train 0.018993 44529 train 0.022015 44530 train 0.019804 44531 train 0.020226 44532 train 0.024523 44533 train 0.021264 44534 train 0.022966 44535 train 0.026464 44536 train 0.041210 44537 train 0.028010 44538 train 0.024438 44539 train 0.020369 44540 train 0.023846 44541 train 0.025993 44542 train 0.023160 44543 train 0.028969 44544 train 0.023351 44545 train 0.024110 44546 train 0.023143 44547 train 0.025891 44548 train 0.021847 44549 train 0.020523 44550 val 19.7126 44550 train 0.025730 44551 train 0.024238 44552 train 0.025237 44553 train 0.022093 44554 train 0.022519 44555 train 0.023238 44556 train 0.022722 44557 train 0.023972 44558 train 0.024718 44559 train 0.021565 44560 train 0.021650 44561 train 0.022103 44562 train 0.021004 44563 train 0.022434 44564 train 0.023377 44565 train 0.024632 44566 train 0.022282 44567 train 0.018187 44568 train 0.021829 44569 train 0.021671 44570 train 0.025434 44571 train 0.023524 44572 train 0.031942 44573 train 0.024339 44574 train 0.022959 44575 val 19.5916 44575 train 0.020699 44576 train 0.021192 44577 train 0.022660 44578 train 0.026449 44579 train 0.029643 44580 train 0.025029 44581 train 0.022388 44582 train 0.021743 44583 train 0.020837 44584 train 0.024949 44585 train 0.019747 44586 train 0.024139 44587 train 0.021848 44588 train 0.022759 44589 train 0.020489 44590 train 0.020432 44591 train 0.024474 44592 train 0.022430 44593 train 0.026156 44594 train 0.022011 44595 train 0.022821 44596 train 0.023345 44597 train 0.020832 44598 train 0.020071 44599 train 0.019903 44600 val 19.6428 44600 train 0.021840 44601 train 0.023124 44602 train 0.022851 44603 train 0.019638 44604 train 0.022439 44605 train 0.022289 44606 train 0.024263 44607 train 0.021380 44608 train 0.022500 44609 train 0.020959 44610 train 0.022176 44611 train 0.019849 44612 train 0.024276 44613 train 0.022131 44614 train 0.024696 44615 train 0.025006 44616 train 0.023478 44617 train 0.022350 44618 train 0.023676 44619 train 0.021551 44620 train 0.024912 44621 train 0.020384 44622 train 0.023872 44623 train 0.022098 44624 train 0.023207 44625 val 19.6770 44625 train 0.022435 44626 train 0.021469 44627 train 0.021852 44628 train 0.025286 44629 train 0.024625 44630 train 0.021310 44631 train 0.020741 44632 train 0.024038 44633 train 0.022621 44634 train 0.021177 44635 train 0.022152 44636 train 0.025746 44637 train 0.024820 44638 train 0.021310 44639 train 0.019436 44640 train 0.023422 44641 train 0.021371 44642 train 0.024030 44643 train 0.024133 44644 train 0.021256 44645 train 0.021044 44646 train 0.023523 44647 train 0.022696 44648 train 0.023878 44649 train 0.021609 44650 val 19.6455 44650 train 0.022987 44651 train 0.025615 44652 train 0.023231 44653 train 0.022620 44654 train 0.027808 44655 train 0.020918 44656 train 0.024267 44657 train 0.020391 44658 train 0.022084 44659 train 0.020304 44660 train 0.021505 44661 train 0.020356 44662 train 0.020933 44663 train 0.020243 44664 train 0.027028 44665 train 0.021830 44666 train 0.022418 44667 train 0.021711 44668 train 0.023495 44669 train 0.020950 44670 train 0.020715 44671 train 0.018811 44672 train 0.023385 44673 train 0.023432 44674 train 0.020016 44675 val 19.6623 44675 train 0.022856 44676 train 0.021634 44677 train 0.020178 44678 train 0.021511 44679 train 0.023810 44680 train 0.019650 44681 train 0.021653 44682 train 0.021699 44683 train 0.025542 44684 train 0.025964 44685 train 0.023662 44686 train 0.029810 44687 train 0.024113 44688 train 0.022390 44689 train 0.024065 44690 train 0.031544 44691 train 0.020666 44692 train 0.022068 44693 train 0.019549 44694 train 0.020923 44695 train 0.024412 44696 train 0.019844 44697 train 0.018907 44698 train 0.020804 44699 train 0.024568 44700 val 19.6784 44700 train 0.025930 44701 train 0.022183 44702 train 0.023257 44703 train 0.022730 44704 train 0.020018 44705 train 0.021658 44706 train 0.023880 44707 train 0.022549 44708 train 0.022399 44709 train 0.022275 44710 train 0.020119 44711 train 0.024543 44712 train 0.023141 44713 train 0.021756 44714 train 0.022329 44715 train 0.023712 44716 train 0.021527 44717 train 0.023328 44718 train 0.021287 44719 train 0.024999 44720 train 0.025300 44721 train 0.022113 44722 train 0.029039 44723 train 0.020379 44724 train 0.024179 44725 val 19.5945 44725 train 0.022846 44726 train 0.029211 44727 train 0.021837 44728 train 0.022027 44729 train 0.022400 44730 train 0.021785 44731 train 0.018688 44732 train 0.019071 44733 train 0.021848 44734 train 0.024825 44735 train 0.025409 44736 train 0.020978 44737 train 0.025163 44738 train 0.027156 44739 train 0.023895 44740 train 0.021120 44741 train 0.022920 44742 train 0.025100 44743 train 0.024160 44744 train 0.023014 44745 train 0.021421 44746 train 0.019306 44747 train 0.026116 44748 train 0.018926 44749 train 0.023219 44750 val 19.6442 44750 train 0.024690 44751 train 0.023797 44752 train 0.022695 44753 train 0.024303 44754 train 0.021817 44755 train 0.022109 44756 train 0.022686 44757 train 0.023099 44758 train 0.018169 44759 train 0.018786 44760 train 0.022280 44761 train 0.021757 44762 train 0.024704 44763 train 0.026483 44764 train 0.024792 44765 train 0.022447 44766 train 0.020888 44767 train 0.020486 44768 train 0.018734 44769 train 0.021632 44770 train 0.024511 44771 train 0.022463 44772 train 0.022759 44773 train 0.023592 44774 train 0.023494 44775 val 19.6551 44775 train 0.022036 44776 train 0.021798 44777 train 0.022650 44778 train 0.022636 44779 train 0.024587 44780 train 0.024418 44781 train 0.022161 44782 train 0.022856 44783 train 0.021594 44784 train 0.020517 44785 train 0.021443 44786 train 0.022012 44787 train 0.022713 44788 train 0.023272 44789 train 0.022950 44790 train 0.022019 44791 train 0.021678 44792 train 0.021180 44793 train 0.020323 44794 train 0.020585 44795 train 0.018847 44796 train 0.020832 44797 train 0.023622 44798 train 0.027750 44799 train 0.025665 44800 val 19.6600 44800 train 0.024046 44801 train 0.023169 44802 train 0.018818 44803 train 0.018741 44804 train 0.018246 44805 train 0.025011 44806 train 0.021497 44807 train 0.025104 44808 train 0.021912 44809 train 0.021181 44810 train 0.021730 44811 train 0.020343 44812 train 0.021255 44813 train 0.021692 44814 train 0.021876 44815 train 0.030174 44816 train 0.018917 44817 train 0.020284 44818 train 0.021586 44819 train 0.020747 44820 train 0.022595 44821 train 0.021708 44822 train 0.026186 44823 train 0.020780 44824 train 0.021155 44825 val 19.6334 44825 train 0.028241 44826 train 0.023078 44827 train 0.026518 44828 train 0.020985 44829 train 0.021971 44830 train 0.020550 44831 train 0.019503 44832 train 0.021569 44833 train 0.023232 44834 train 0.025180 44835 train 0.025963 44836 train 0.023180 44837 train 0.021552 44838 train 0.020011 44839 train 0.020071 44840 train 0.021946 44841 train 0.023619 44842 train 0.023657 44843 train 0.022851 44844 train 0.025245 44845 train 0.019992 44846 train 0.022848 44847 train 0.021904 44848 train 0.021299 44849 train 0.020598 44850 val 19.6879 44850 train 0.021405 44851 train 0.025841 44852 train 0.022005 44853 train 0.020413 44854 train 0.020750 44855 train 0.023034 44856 train 0.020321 44857 train 0.019774 44858 train 0.022096 44859 train 0.022849 44860 train 0.021892 44861 train 0.024706 44862 train 0.022675 44863 train 0.024874 44864 train 0.019993 44865 train 0.020249 44866 train 0.022763 44867 train 0.020366 44868 train 0.024599 44869 train 0.024367 44870 train 0.025241 44871 train 0.019858 44872 train 0.024055 44873 train 0.021396 44874 train 0.020254 44875 val 19.7303 44875 train 0.020411 44876 train 0.021758 44877 train 0.024718 44878 train 0.020745 44879 train 0.021212 44880 train 0.024352 44881 train 0.020858 44882 train 0.023338 44883 train 0.024539 44884 train 0.025329 44885 train 0.026505 44886 train 0.024075 44887 train 0.022918 44888 train 0.019488 44889 train 0.019072 44890 train 0.019873 44891 train 0.022973 44892 train 0.020803 44893 train 0.023688 44894 train 0.020399 44895 train 0.020023 44896 train 0.019438 44897 train 0.022120 44898 train 0.023554 44899 train 0.023759 44900 val 19.6201 44900 train 0.021724 44901 train 0.023664 44902 train 0.020729 44903 train 0.024209 44904 train 0.020191 44905 train 0.023966 44906 train 0.024955 44907 train 0.025498 44908 train 0.025805 44909 train 0.021497 44910 train 0.021652 44911 train 0.021933 44912 train 0.020981 44913 train 0.023249 44914 train 0.023717 44915 train 0.021735 44916 train 0.024050 44917 train 0.021643 44918 train 0.023311 44919 train 0.023722 44920 train 0.020678 44921 train 0.033689 44922 train 0.024091 44923 train 0.020071 44924 train 0.023239 44925 val 19.6136 44925 train 0.021267 44926 train 0.019465 44927 train 0.018850 44928 train 0.021536 44929 train 0.026031 44930 train 0.026663 44931 train 0.020767 44932 train 0.022297 44933 train 0.019699 44934 train 0.023667 44935 train 0.023369 44936 train 0.023727 44937 train 0.021433 44938 train 0.022823 44939 train 0.019227 44940 train 0.023935 44941 train 0.022035 44942 train 0.030742 44943 train 0.023056 44944 train 0.021083 44945 train 0.026893 44946 train 0.022898 44947 train 0.024598 44948 train 0.023143 44949 train 0.025167 44950 val 19.6664 44950 train 0.023886 44951 train 0.021094 44952 train 0.024114 44953 train 0.023418 44954 train 0.022134 44955 train 0.021265 44956 train 0.023053 44957 train 0.027686 44958 train 0.027704 44959 train 0.022994 44960 train 0.023440 44961 train 0.024932 44962 train 0.021388 44963 train 0.022670 44964 train 0.022535 44965 train 0.026583 44966 train 0.024819 44967 train 0.022116 44968 train 0.018980 44969 train 0.023455 44970 train 0.027223 44971 train 0.023208 44972 train 0.023157 44973 train 0.020972 44974 train 0.022782 44975 val 19.5804 44975 train 0.021728 44976 train 0.022727 44977 train 0.020573 44978 train 0.021384 44979 train 0.024632 44980 train 0.021234 44981 train 0.023461 44982 train 0.023490 44983 train 0.021979 44984 train 0.023495 44985 train 0.022531 44986 train 0.027669 44987 train 0.018485 44988 train 0.022171 44989 train 0.021222 44990 train 0.018941 44991 train 0.022137 44992 train 0.020364 44993 train 0.023732 44994 train 0.022413 44995 train 0.020736 44996 train 0.022251 44997 train 0.023886 44998 train 0.019027 44999 train 0.020022 45000 val 19.6825 45000 train 0.022320 45001 train 0.023024 45002 train 0.023272 45003 train 0.019595 45004 train 0.020819 45005 train 0.022058 45006 train 0.024481 45007 train 0.022397 45008 train 0.021256 45009 train 0.024711 45010 train 0.022149 45011 train 0.021661 45012 train 0.021906 45013 train 0.020828 45014 train 0.020484 45015 train 0.023950 45016 train 0.023420 45017 train 0.021662 45018 train 0.023868 45019 train 0.020421 45020 train 0.020798 45021 train 0.021791 45022 train 0.022538 45023 train 0.021686 45024 train 0.025250 45025 val 19.6496 45025 train 0.023500 45026 train 0.022181 45027 train 0.022788 45028 train 0.024438 45029 train 0.020350 45030 train 0.020257 45031 train 0.017664 45032 train 0.022750 45033 train 0.026130 45034 train 0.020171 45035 train 0.020123 45036 train 0.020002 45037 train 0.021737 45038 train 0.019456 45039 train 0.018022 45040 train 0.020827 45041 train 0.020210 45042 train 0.021148 45043 train 0.022377 45044 train 0.021627 45045 train 0.027500 45046 train 0.027133 45047 train 0.023728 45048 train 0.022917 45049 train 0.023767 45050 val 19.5835 45050 train 0.024114 45051 train 0.024154 45052 train 0.020484 45053 train 0.020700 45054 train 0.023768 45055 train 0.021437 45056 train 0.021987 45057 train 0.028629 45058 train 0.022789 45059 train 0.019112 45060 train 0.020529 45061 train 0.022926 45062 train 0.022180 45063 train 0.020784 45064 train 0.020797 45065 train 0.021500 45066 train 0.022190 45067 train 0.020403 45068 train 0.025726 45069 train 0.024138 45070 train 0.026448 45071 train 0.020751 45072 train 0.023265 45073 train 0.022309 45074 train 0.022375 45075 val 19.6653 45075 train 0.020073 45076 train 0.022623 45077 train 0.021599 45078 train 0.020232 45079 train 0.024054 45080 train 0.020229 45081 train 0.023519 45082 train 0.023853 45083 train 0.020881 45084 train 0.023090 45085 train 0.021951 45086 train 0.020544 45087 train 0.021824 45088 train 0.024868 45089 train 0.022032 45090 train 0.023698 45091 train 0.021982 45092 train 0.024342 45093 train 0.044092 45094 train 0.023232 45095 train 0.018418 45096 train 0.022791 45097 train 0.024070 45098 train 0.024709 45099 train 0.025122 45100 val 19.6688 45100 train 0.021889 45101 train 0.020799 45102 train 0.021144 45103 train 0.021094 45104 train 0.023740 45105 train 0.023978 45106 train 0.025496 45107 train 0.020677 45108 train 0.021911 45109 train 0.021902 45110 train 0.024909 45111 train 0.023356 45112 train 0.025653 45113 train 0.024513 45114 train 0.019588 45115 train 0.023862 45116 train 0.021103 45117 train 0.021678 45118 train 0.021645 45119 train 0.020003 45120 train 0.019874 45121 train 0.020717 45122 train 0.022755 45123 train 0.024463 45124 train 0.022342 45125 val 19.6727 45125 train 0.021392 45126 train 0.021012 45127 train 0.023988 45128 train 0.023180 45129 train 0.021218 45130 train 0.020554 45131 train 0.021040 45132 train 0.019959 45133 train 0.022393 45134 train 0.026090 45135 train 0.021842 45136 train 0.028711 45137 train 0.022080 45138 train 0.020110 45139 train 0.020608 45140 train 0.021450 45141 train 0.025515 45142 train 0.023459 45143 train 0.022026 45144 train 0.023596 45145 train 0.020421 45146 train 0.023515 45147 train 0.021855 45148 train 0.025753 45149 train 0.022449 45150 val 19.6343 45150 train 0.023335 45151 train 0.023094 45152 train 0.024006 45153 train 0.022528 45154 train 0.024758 45155 train 0.020557 45156 train 0.021143 45157 train 0.020444 45158 train 0.020689 45159 train 0.021674 45160 train 0.020878 45161 train 0.021481 45162 train 0.023665 45163 train 0.023609 45164 train 0.026284 45165 train 0.023135 45166 train 0.021790 45167 train 0.020395 45168 train 0.020345 45169 train 0.019347 45170 train 0.023515 45171 train 0.022744 45172 train 0.075690 45173 train 0.023134 45174 train 0.023319 45175 val 19.6003 45175 train 0.026185 45176 train 0.025867 45177 train 0.024254 45178 train 0.025025 45179 train 0.023267 45180 train 0.024718 45181 train 0.026446 45182 train 0.029505 45183 train 0.025047 45184 train 0.022632 45185 train 0.023091 45186 train 0.024265 45187 train 0.021861 45188 train 0.022097 45189 train 0.021347 45190 train 0.022065 45191 train 0.023472 45192 train 0.021103 45193 train 0.024812 45194 train 0.021929 45195 train 0.023701 45196 train 0.022868 45197 train 0.026031 45198 train 0.024440 45199 train 0.032602 45200 val 19.5823 45200 train 0.021160 45201 train 0.020099 45202 train 0.023455 45203 train 0.023428 45204 train 0.022844 45205 train 0.020986 45206 train 0.023658 45207 train 0.020067 45208 train 0.028068 45209 train 0.019994 45210 train 0.021804 45211 train 0.023157 45212 train 0.019401 45213 train 0.025863 45214 train 0.022673 45215 train 0.023274 45216 train 0.020999 45217 train 0.022839 45218 train 0.023074 45219 train 0.021625 45220 train 0.019276 45221 train 0.021742 45222 train 0.022406 45223 train 0.018850 45224 train 0.021317 45225 val 19.6966 45225 train 0.017405 45226 train 0.021193 45227 train 0.022621 45228 train 0.019681 45229 train 0.019173 45230 train 0.020116 45231 train 0.021086 45232 train 0.021707 45233 train 0.028968 45234 train 0.020892 45235 train 0.022293 45236 train 0.018095 45237 train 0.021093 45238 train 0.018181 45239 train 0.019593 45240 train 0.021693 45241 train 0.018016 45242 train 0.023655 45243 train 0.023595 45244 train 0.019610 45245 train 0.020564 45246 train 0.018596 45247 train 0.021700 45248 train 0.019938 45249 train 0.020097 45250 val 19.6712 45250 train 0.021475 45251 train 0.022646 45252 train 0.022107 45253 train 0.020822 45254 train 0.019872 45255 train 0.020555 45256 train 0.019321 45257 train 0.021968 45258 train 0.024326 45259 train 0.020291 45260 train 0.017580 45261 train 0.019274 45262 train 0.020518 45263 train 0.024620 45264 train 0.019871 45265 train 0.021825 45266 train 0.020526 45267 train 0.025240 45268 train 0.021957 45269 train 0.022748 45270 train 0.023139 45271 train 0.021091 45272 train 0.019527 45273 train 0.023278 45274 train 0.019192 45275 val 19.6998 45275 train 0.021026 45276 train 0.020475 45277 train 0.020545 45278 train 0.021126 45279 train 0.021412 45280 train 0.021702 45281 train 0.026054 45282 train 0.019645 45283 train 0.020914 45284 train 0.022227 45285 train 0.022688 45286 train 0.022715 45287 train 0.025026 45288 train 0.023020 45289 train 0.023624 45290 train 0.020203 45291 train 0.020088 45292 train 0.019629 45293 train 0.020886 45294 train 0.023856 45295 train 0.024417 45296 train 0.021203 45297 train 0.019948 45298 train 0.024914 45299 train 0.023051 45300 val 19.7086 45300 train 0.021506 45301 train 0.022159 45302 train 0.025378 45303 train 0.021317 45304 train 0.023404 45305 train 0.022159 45306 train 0.022384 45307 train 0.019197 45308 train 0.022371 45309 train 0.021937 45310 train 0.020353 45311 train 0.019753 45312 train 0.021195 45313 train 0.020315 45314 train 0.020647 45315 train 0.023236 45316 train 0.023001 45317 train 0.023339 45318 train 0.022801 45319 train 0.023907 45320 train 0.020723 45321 train 0.023533 45322 train 0.022260 45323 train 0.023450 45324 train 0.024585 45325 val 19.6833 45325 train 0.022628 45326 train 0.020069 45327 train 0.021391 45328 train 0.023495 45329 train 0.019196 45330 train 0.023733 45331 train 0.020407 45332 train 0.023213 45333 train 0.020855 45334 train 0.024674 45335 train 0.023322 45336 train 0.022981 45337 train 0.021803 45338 train 0.029864 45339 train 0.022814 45340 train 0.021670 45341 train 0.025639 45342 train 0.023704 45343 train 0.024317 45344 train 0.023831 45345 train 0.025924 45346 train 0.021304 45347 train 0.020203 45348 train 0.021663 45349 train 0.023765 45350 val 19.6801 45350 train 0.019901 45351 train 0.021752 45352 train 0.022061 45353 train 0.032961 45354 train 0.024409 45355 train 0.020226 45356 train 0.018433 45357 train 0.022647 45358 train 0.020119 45359 train 0.023805 45360 train 0.023322 45361 train 0.020070 45362 train 0.021386 45363 train 0.023022 45364 train 0.028148 45365 train 0.021461 45366 train 0.021550 45367 train 0.022821 45368 train 0.025061 45369 train 0.021533 45370 train 0.021161 45371 train 0.021847 45372 train 0.022200 45373 train 0.020711 45374 train 0.029782 45375 val 19.6307 45375 train 0.022210 45376 train 0.022002 45377 train 0.022839 45378 train 0.025896 45379 train 0.020175 45380 train 0.023810 45381 train 0.022753 45382 train 0.020379 45383 train 0.022942 45384 train 0.021304 45385 train 0.026463 45386 train 0.020810 45387 train 0.026514 45388 train 0.026139 45389 train 0.022366 45390 train 0.024921 45391 train 0.019835 45392 train 0.020047 45393 train 0.023425 45394 train 0.021829 45395 train 0.024109 45396 train 0.019691 45397 train 0.022258 45398 train 0.020582 45399 train 0.021311 45400 val 19.6623 45400 train 0.023447 45401 train 0.020545 45402 train 0.020189 45403 train 0.021996 45404 train 0.023175 45405 train 0.025408 45406 train 0.020416 45407 train 0.019555 45408 train 0.026992 45409 train 0.020751 45410 train 0.035848 45411 train 0.019737 45412 train 0.022331 45413 train 0.019269 45414 train 0.023292 45415 train 0.021965 45416 train 0.023752 45417 train 0.019775 45418 train 0.022215 45419 train 0.021698 45420 train 0.021519 45421 train 0.022223 45422 train 0.022831 45423 train 0.021745 45424 train 0.021506 45425 val 19.6863 45425 train 0.022604 45426 train 0.024072 45427 train 0.022586 45428 train 0.022907 45429 train 0.024668 45430 train 0.022616 45431 train 0.025951 45432 train 0.017197 45433 train 0.020412 45434 train 0.020553 45435 train 0.020660 45436 train 0.020921 45437 train 0.019557 45438 train 0.019017 45439 train 0.021335 45440 train 0.021403 45441 train 0.023727 45442 train 0.020290 45443 train 0.021198 45444 train 0.023866 45445 train 0.022227 45446 train 0.029713 45447 train 0.022033 45448 train 0.024646 45449 train 0.021311 45450 val 19.5964 45450 train 0.019149 45451 train 0.017010 45452 train 0.019891 45453 train 0.023135 45454 train 0.021103 45455 train 0.020088 45456 train 0.022194 45457 train 0.018404 45458 train 0.020654 45459 train 0.022597 45460 train 0.024219 45461 train 0.022956 45462 train 0.026318 45463 train 0.022707 45464 train 0.024260 45465 train 0.019588 45466 train 0.020333 45467 train 0.022172 45468 train 0.019386 45469 train 0.021074 45470 train 0.020215 45471 train 0.023194 45472 train 0.021867 45473 train 0.018146 45474 train 0.021391 45475 val 19.6233 45475 train 0.022234 45476 train 0.019215 45477 train 0.023698 45478 train 0.018036 45479 train 0.018753 45480 train 0.023019 45481 train 0.023765 45482 train 0.023230 45483 train 0.020637 45484 train 0.023476 45485 train 0.021687 45486 train 0.020182 45487 train 0.024766 45488 train 0.023950 45489 train 0.023404 45490 train 0.021707 45491 train 0.020624 45492 train 0.023630 45493 train 0.019795 45494 train 0.021140 45495 train 0.020201 45496 train 0.019027 45497 train 0.022551 45498 train 0.025157 45499 train 0.023676 45500 val 19.6998 45500 train 0.022423 45501 train 0.020801 45502 train 0.021877 45503 train 0.021804 45504 train 0.023121 45505 train 0.024991 45506 train 0.020435 45507 train 0.023497 45508 train 0.023957 45509 train 0.018007 45510 train 0.023811 45511 train 0.018693 45512 train 0.020250 45513 train 0.019901 45514 train 0.022689 45515 train 0.020289 45516 train 0.024071 45517 train 0.021617 45518 train 0.020311 45519 train 0.022972 45520 train 0.022097 45521 train 0.022130 45522 train 0.020472 45523 train 0.024247 45524 train 0.022475 45525 val 19.6664 45525 train 0.019308 45526 train 0.021106 45527 train 0.022724 45528 train 0.023601 45529 train 0.022834 45530 train 0.020102 45531 train 0.022714 45532 train 0.019759 45533 train 0.024279 45534 train 0.022238 45535 train 0.020572 45536 train 0.023239 45537 train 0.018900 45538 train 0.020755 45539 train 0.020115 45540 train 0.020622 45541 train 0.023127 45542 train 0.021107 45543 train 0.022596 45544 train 0.035656 45545 train 0.019598 45546 train 0.023183 45547 train 0.020180 45548 train 0.021786 45549 train 0.023450 45550 val 19.5595 45550 train 0.022567 45551 train 0.021970 45552 train 0.022938 45553 train 0.021091 45554 train 0.020617 45555 train 0.022244 45556 train 0.024331 45557 train 0.019797 45558 train 0.020211 45559 train 0.023080 45560 train 0.020126 45561 train 0.018850 45562 train 0.021878 45563 train 0.021948 45564 train 0.021189 45565 train 0.022654 45566 train 0.022419 45567 train 0.022902 45568 train 0.019565 45569 train 0.025895 45570 train 0.020463 45571 train 0.026156 45572 train 0.028420 45573 train 0.021925 45574 train 0.018747 45575 val 19.5593 45575 train 0.021501 45576 train 0.022829 45577 train 0.019247 45578 train 0.023982 45579 train 0.023911 45580 train 0.027275 45581 train 0.024264 45582 train 0.020888 45583 train 0.016808 45584 train 0.022580 45585 train 0.020723 45586 train 0.021516 45587 train 0.020824 45588 train 0.019737 45589 train 0.022704 45590 train 0.021444 45591 train 0.021512 45592 train 0.025211 45593 train 0.021903 45594 train 0.019191 45595 train 0.019134 45596 train 0.021449 45597 train 0.020036 45598 train 0.022481 45599 train 0.023332 45600 val 19.6401 45600 train 0.020276 45601 train 0.023899 45602 train 0.023622 45603 train 0.022831 45604 train 0.019249 45605 train 0.023834 45606 train 0.018417 45607 train 0.021211 45608 train 0.024678 45609 train 0.022932 45610 train 0.019744 45611 train 0.017618 45612 train 0.022991 45613 train 0.021785 45614 train 0.022061 45615 train 0.022840 45616 train 0.026568 45617 train 0.025890 45618 train 0.021556 45619 train 0.019178 45620 train 0.022638 45621 train 0.018607 45622 train 0.019471 45623 train 0.021429 45624 train 0.020570 45625 val 19.6574 45625 train 0.021475 45626 train 0.019721 45627 train 0.019211 45628 train 0.023290 45629 train 0.022603 45630 train 0.021451 45631 train 0.021145 45632 train 0.017946 45633 train 0.019672 45634 train 0.024493 45635 train 0.021541 45636 train 0.019997 45637 train 0.023689 45638 train 0.020647 45639 train 0.022390 45640 train 0.020628 45641 train 0.021807 45642 train 0.021217 45643 train 0.021928 45644 train 0.021980 45645 train 0.020463 45646 train 0.018583 45647 train 0.017704 45648 train 0.019163 45649 train 0.018641 45650 val 19.6755 45650 train 0.020358 45651 train 0.023254 45652 train 0.018873 45653 train 0.026603 45654 train 0.019238 45655 train 0.021352 45656 train 0.021422 45657 train 0.019115 45658 train 0.022433 45659 train 0.021560 45660 train 0.020672 45661 train 0.020949 45662 train 0.021655 45663 train 0.018925 45664 train 0.021321 45665 train 0.020328 45666 train 0.022447 45667 train 0.019367 45668 train 0.018109 45669 train 0.019405 45670 train 0.023548 45671 train 0.022253 45672 train 0.021800 45673 train 0.022559 45674 train 0.023367 45675 val 19.7134 45675 train 0.022433 45676 train 0.020975 45677 train 0.021005 45678 train 0.022647 45679 train 0.019497 45680 train 0.021675 45681 train 0.020838 45682 train 0.023076 45683 train 0.019922 45684 train 0.019171 45685 train 0.019703 45686 train 0.019317 45687 train 0.022311 45688 train 0.021292 45689 train 0.022800 45690 train 0.020912 45691 train 0.026227 45692 train 0.023631 45693 train 0.022757 45694 train 0.021996 45695 train 0.021298 45696 train 0.021322 45697 train 0.023973 45698 train 0.019524 45699 train 0.020469 45700 val 19.6280 45700 train 0.021526 45701 train 0.020133 45702 train 0.023322 45703 train 0.023471 45704 train 0.017933 45705 train 0.018392 45706 train 0.022388 45707 train 0.022635 45708 train 0.021068 45709 train 0.021125 45710 train 0.024139 45711 train 0.021523 45712 train 0.024504 45713 train 0.022086 45714 train 0.021710 45715 train 0.020542 45716 train 0.022306 45717 train 0.021311 45718 train 0.021753 45719 train 0.024853 45720 train 0.020181 45721 train 0.020724 45722 train 0.021973 45723 train 0.020811 45724 train 0.022058 45725 val 19.6880 45725 train 0.022076 45726 train 0.021502 45727 train 0.027054 45728 train 0.020210 45729 train 0.018789 45730 train 0.020944 45731 train 0.023060 45732 train 0.020783 45733 train 0.023473 45734 train 0.023218 45735 train 0.022801 45736 train 0.023497 45737 train 0.020799 45738 train 0.022796 45739 train 0.021260 45740 train 0.020027 45741 train 0.019325 45742 train 0.019745 45743 train 0.021601 45744 train 0.022310 45745 train 0.019740 45746 train 0.020809 45747 train 0.020907 45748 train 0.021243 45749 train 0.019193 45750 val 19.7259 45750 train 0.022770 45751 train 0.018773 45752 train 0.020145 45753 train 0.025299 45754 train 0.023234 45755 train 0.024362 45756 train 0.022298 45757 train 0.022375 45758 train 0.021807 45759 train 0.019381 45760 train 0.017984 45761 train 0.018888 45762 train 0.022232 45763 train 0.023667 45764 train 0.022186 45765 train 0.020925 45766 train 0.020232 45767 train 0.020326 45768 train 0.022597 45769 train 0.023582 45770 train 0.021653 45771 train 0.019013 45772 train 0.022228 45773 train 0.020056 45774 train 0.021703 45775 val 19.6976 45775 train 0.020503 45776 train 0.025756 45777 train 0.020907 45778 train 0.019992 45779 train 0.019096 45780 train 0.021980 45781 train 0.025389 45782 train 0.021605 45783 train 0.020543 45784 train 0.021820 45785 train 0.023123 45786 train 0.020875 45787 train 0.020857 45788 train 0.021242 45789 train 0.020795 45790 train 0.022638 45791 train 0.019929 45792 train 0.019926 45793 train 0.023291 45794 train 0.024483 45795 train 0.023145 45796 train 0.021840 45797 train 0.021850 45798 train 0.022783 45799 train 0.022553 45800 val 19.6936 45800 train 0.021163 45801 train 0.023402 45802 train 0.024522 45803 train 0.020942 45804 train 0.017963 45805 train 0.025347 45806 train 0.021678 45807 train 0.023177 45808 train 0.022516 45809 train 0.019010 45810 train 0.023234 45811 train 0.019961 45812 train 0.030667 45813 train 0.020946 45814 train 0.021298 45815 train 0.022192 45816 train 0.031577 45817 train 0.021132 45818 train 0.019754 45819 train 0.019929 45820 train 0.021977 45821 train 0.020859 45822 train 0.021949 45823 train 0.023600 45824 train 0.024511 45825 val 19.7254 45825 train 0.026925 45826 train 0.022300 45827 train 0.020498 45828 train 0.023684 45829 train 0.021431 45830 train 0.024957 45831 train 0.019953 45832 train 0.020189 45833 train 0.023283 45834 train 0.021786 45835 train 0.021419 45836 train 0.023012 45837 train 0.024108 45838 train 0.021916 45839 train 0.022510 45840 train 0.022421 45841 train 0.022631 45842 train 0.022561 45843 train 0.019900 45844 train 0.023499 45845 train 0.019582 45846 train 0.024589 45847 train 0.021423 45848 train 0.022947 45849 train 0.021313 45850 val 19.6966 45850 train 0.021169 45851 train 0.020951 45852 train 0.022232 45853 train 0.019322 45854 train 0.020780 45855 train 0.021298 45856 train 0.019472 45857 train 0.018911 45858 train 0.021461 45859 train 0.022227 45860 train 0.024903 45861 train 0.029999 45862 train 0.019427 45863 train 0.020236 45864 train 0.021530 45865 train 0.020887 45866 train 0.023679 45867 train 0.019873 45868 train 0.023259 45869 train 0.022021 45870 train 0.021019 45871 train 0.021779 45872 train 0.020622 45873 train 0.021654 45874 train 0.025895 45875 val 19.7363 45875 train 0.024006 45876 train 0.021675 45877 train 0.021673 45878 train 0.020328 45879 train 0.021177 45880 train 0.022716 45881 train 0.022172 45882 train 0.022405 45883 train 0.022327 45884 train 0.022564 45885 train 0.022120 45886 train 0.020334 45887 train 0.020282 45888 train 0.019439 45889 train 0.019267 45890 train 0.019989 45891 train 0.019753 45892 train 0.020856 45893 train 0.019368 45894 train 0.022656 45895 train 0.020564 45896 train 0.023017 45897 train 0.045416 45898 train 0.019485 45899 train 0.025165 45900 val 19.6993 45900 train 0.022866 45901 train 0.020064 45902 train 0.022028 45903 train 0.020930 45904 train 0.021858 45905 train 0.021111 45906 train 0.022850 45907 train 0.021685 45908 train 0.019865 45909 train 0.025141 45910 train 0.022432 45911 train 0.022344 45912 train 0.021846 45913 train 0.022721 45914 train 0.019853 45915 train 0.022663 45916 train 0.025044 45917 train 0.021794 45918 train 0.023081 45919 train 0.020430 45920 train 0.022629 45921 train 0.020886 45922 train 0.021219 45923 train 0.025984 45924 train 0.021050 45925 val 19.6889 45925 train 0.017858 45926 train 0.020663 45927 train 0.019968 45928 train 0.021100 45929 train 0.020144 45930 train 0.021119 45931 train 0.019620 45932 train 0.019878 45933 train 0.039030 45934 train 0.020955 45935 train 0.023766 45936 train 0.030032 45937 train 0.022192 45938 train 0.021154 45939 train 0.021293 45940 train 0.021921 45941 train 0.019512 45942 train 0.034713 45943 train 0.021757 45944 train 0.019940 45945 train 0.023901 45946 train 0.024615 45947 train 0.024706 45948 train 0.021451 45949 train 0.020253 45950 val 19.6338 45950 train 0.021819 45951 train 0.020469 45952 train 0.020885 45953 train 0.020444 45954 train 0.022204 45955 train 0.022641 45956 train 0.022535 45957 train 0.025081 45958 train 0.018470 45959 train 0.023308 45960 train 0.021382 45961 train 0.021808 45962 train 0.021349 45963 train 0.019084 45964 train 0.019157 45965 train 0.019394 45966 train 0.021896 45967 train 0.019816 45968 train 0.021223 45969 train 0.072010 45970 train 0.020214 45971 train 0.020485 45972 train 0.025338 45973 train 0.019933 45974 train 0.021216 45975 val 19.6641 45975 train 0.024866 45976 train 0.023003 45977 train 0.020597 45978 train 0.024126 45979 train 0.019813 45980 train 0.019968 45981 train 0.024313 45982 train 0.024086 45983 train 0.022360 45984 train 0.022025 45985 train 0.023897 45986 train 0.021032 45987 train 0.024166 45988 train 0.021325 45989 train 0.019821 45990 train 0.021156 45991 train 0.020971 45992 train 0.022837 45993 train 0.022333 45994 train 0.017416 45995 train 0.022065 45996 train 0.019517 45997 train 0.018960 45998 train 0.020702 45999 train 0.025026 46000 val 19.6501 46000 train 0.020401 46001 train 0.020696 46002 train 0.019348 46003 train 0.021621 46004 train 0.024156 46005 train 0.046191 46006 train 0.020997 46007 train 0.020881 46008 train 0.020884 46009 train 0.018723 46010 train 0.020153 46011 train 0.019597 46012 train 0.023328 46013 train 0.019398 46014 train 0.021081 46015 train 0.018638 46016 train 0.019562 46017 train 0.021553 46018 train 0.021365 46019 train 0.018770 46020 train 0.019128 46021 train 0.022324 46022 train 0.020359 46023 train 0.018618 46024 train 0.021030 46025 val 19.6360 46025 train 0.020664 46026 train 0.019931 46027 train 0.021200 46028 train 0.022849 46029 train 0.019284 46030 train 0.017987 46031 train 0.022516 46032 train 0.019146 46033 train 0.017862 46034 train 0.020082 46035 train 0.020112 46036 train 0.019282 46037 train 0.019537 46038 train 0.019188 46039 train 0.019714 46040 train 0.025997 46041 train 0.070969 46042 train 0.021584 46043 train 0.021612 46044 train 0.023751 46045 train 0.021372 46046 train 0.021441 46047 train 0.020646 46048 train 0.020519 46049 train 0.020324 46050 val 19.7286 46050 train 0.020164 46051 train 0.019596 46052 train 0.020969 46053 train 0.022231 46054 train 0.019583 46055 train 0.022207 46056 train 0.020237 46057 train 0.021420 46058 train 0.020537 46059 train 0.022069 46060 train 0.023966 46061 train 0.020996 46062 train 0.023286 46063 train 0.021387 46064 train 0.021356 46065 train 0.017978 46066 train 0.019337 46067 train 0.025294 46068 train 0.019170 46069 train 0.020227 46070 train 0.021025 46071 train 0.022633 46072 train 0.021210 46073 train 0.019205 46074 train 0.020670 46075 val 19.6902 46075 train 0.020514 46076 train 0.043028 46077 train 0.029631 46078 train 0.021010 46079 train 0.022863 46080 train 0.020278 46081 train 0.022227 46082 train 0.021618 46083 train 0.021178 46084 train 0.021515 46085 train 0.021457 46086 train 0.020146 46087 train 0.019604 46088 train 0.019704 46089 train 0.021681 46090 train 0.019859 46091 train 0.021528 46092 train 0.021500 46093 train 0.023221 46094 train 0.020254 46095 train 0.023316 46096 train 0.023484 46097 train 0.020886 46098 train 0.019586 46099 train 0.020218 46100 val 19.7594 46100 train 0.020829 46101 train 0.019547 46102 train 0.021468 46103 train 0.025201 46104 train 0.021561 46105 train 0.019987 46106 train 0.020016 46107 train 0.023211 46108 train 0.023885 46109 train 0.018783 46110 train 0.019492 46111 train 0.020700 46112 train 0.022461 46113 train 0.018467 46114 train 0.022357 46115 train 0.022962 46116 train 0.017836 46117 train 0.020204 46118 train 0.018323 46119 train 0.020075 46120 train 0.021150 46121 train 0.019908 46122 train 0.025048 46123 train 0.019953 46124 train 0.026347 46125 val 19.6372 46125 train 0.021483 46126 train 0.020591 46127 train 0.021337 46128 train 0.021837 46129 train 0.028199 46130 train 0.022798 46131 train 0.025845 46132 train 0.022298 46133 train 0.023606 46134 train 0.020579 46135 train 0.023111 46136 train 0.019582 46137 train 0.022917 46138 train 0.020634 46139 train 0.020829 46140 train 0.019387 46141 train 0.023989 46142 train 0.018869 46143 train 0.022098 46144 train 0.019739 46145 train 0.021436 46146 train 0.021989 46147 train 0.023230 46148 train 0.023950 46149 train 0.022748 46150 val 19.6739 46150 train 0.022026 46151 train 0.021889 46152 train 0.017058 46153 train 0.020126 46154 train 0.019868 46155 train 0.022961 46156 train 0.018668 46157 train 0.019689 46158 train 0.022006 46159 train 0.023295 46160 train 0.020625 46161 train 0.022889 46162 train 0.023932 46163 train 0.024012 46164 train 0.024500 46165 train 0.025592 46166 train 0.020271 46167 train 0.029010 46168 train 0.021650 46169 train 0.023183 46170 train 0.020719 46171 train 0.021966 46172 train 0.019573 46173 train 0.022623 46174 train 0.023593 46175 val 19.6850 46175 train 0.022394 46176 train 0.024136 46177 train 0.026500 46178 train 0.021633 46179 train 0.018266 46180 train 0.018773 46181 train 0.020514 46182 train 0.019405 46183 train 0.021757 46184 train 0.021338 46185 train 0.020477 46186 train 0.024745 46187 train 0.020684 46188 train 0.020182 46189 train 0.022917 46190 train 0.021502 46191 train 0.033951 46192 train 0.019723 46193 train 0.017694 46194 train 0.020833 46195 train 0.022832 46196 train 0.023016 46197 train 0.020338 46198 train 0.021800 46199 train 0.021869 46200 val 19.6089 46200 train 0.023368 46201 train 0.021164 46202 train 0.020842 46203 train 0.024832 46204 train 0.018231 46205 train 0.021154 46206 train 0.020617 46207 train 0.024426 46208 train 0.021064 46209 train 0.021865 46210 train 0.021747 46211 train 0.022214 46212 train 0.025231 46213 train 0.021348 46214 train 0.021672 46215 train 0.020014 46216 train 0.022083 46217 train 0.019378 46218 train 0.019737 46219 train 0.019892 46220 train 0.020867 46221 train 0.019467 46222 train 0.019808 46223 train 0.016800 46224 train 0.018855 46225 val 19.7790 46225 train 0.022269 46226 train 0.020265 46227 train 0.020681 46228 train 0.021772 46229 train 0.021026 46230 train 0.020157 46231 train 0.022552 46232 train 0.021418 46233 train 0.019001 46234 train 0.023560 46235 train 0.021566 46236 train 0.021031 46237 train 0.023041 46238 train 0.022139 46239 train 0.019733 46240 train 0.025229 46241 train 0.023294 46242 train 0.021154 46243 train 0.019152 46244 train 0.019199 46245 train 0.020782 46246 train 0.020877 46247 train 0.020008 46248 train 0.024739 46249 train 0.022091 46250 val 19.6972 46250 train 0.021074 46251 train 0.022213 46252 train 0.023323 46253 train 0.022075 46254 train 0.019994 46255 train 0.019384 46256 train 0.020897 46257 train 0.019782 46258 train 0.021948 46259 train 0.018431 46260 train 0.022728 46261 train 0.023033 46262 train 0.023422 46263 train 0.017218 46264 train 0.020180 46265 train 0.023458 46266 train 0.020526 46267 train 0.021425 46268 train 0.022627 46269 train 0.018404 46270 train 0.022201 46271 train 0.022424 46272 train 0.023159 46273 train 0.029037 46274 train 0.020090 46275 val 19.6011 46275 train 0.020664 46276 train 0.023896 46277 train 0.022999 46278 train 0.020038 46279 train 0.021865 46280 train 0.025001 46281 train 0.021582 46282 train 0.020759 46283 train 0.021128 46284 train 0.019530 46285 train 0.019255 46286 train 0.020968 46287 train 0.020390 46288 train 0.022291 46289 train 0.019594 46290 train 0.018789 46291 train 0.021110 46292 train 0.022497 46293 train 0.021923 46294 train 0.020116 46295 train 0.019987 46296 train 0.022145 46297 train 0.024800 46298 train 0.023611 46299 train 0.018445 46300 val 19.6966 46300 train 0.016791 46301 train 0.023129 46302 train 0.019402 46303 train 0.021107 46304 train 0.020744 46305 train 0.015338 46306 train 0.017277 46307 train 0.020142 46308 train 0.021018 46309 train 0.025816 46310 train 0.019665 46311 train 0.021020 46312 train 0.021044 46313 train 0.024489 46314 train 0.021673 46315 train 0.022814 46316 train 0.027508 46317 train 0.020619 46318 train 0.022252 46319 train 0.023075 46320 train 0.020659 46321 train 0.019957 46322 train 0.019087 46323 train 0.021516 46324 train 0.021125 46325 val 19.6878 46325 train 0.018261 46326 train 0.020455 46327 train 0.018444 46328 train 0.020453 46329 train 0.018005 46330 train 0.020882 46331 train 0.020578 46332 train 0.023277 46333 train 0.019629 46334 train 0.023954 46335 train 0.019089 46336 train 0.019153 46337 train 0.022270 46338 train 0.019214 46339 train 0.020294 46340 train 0.022668 46341 train 0.016091 46342 train 0.017496 46343 train 0.020148 46344 train 0.019671 46345 train 0.022118 46346 train 0.021434 46347 train 0.023774 46348 train 0.021116 46349 train 0.020747 46350 val 19.5771 46350 train 0.019070 46351 train 0.018712 46352 train 0.022288 46353 train 0.022657 46354 train 0.022191 46355 train 0.021905 46356 train 0.021573 46357 train 0.019154 46358 train 0.021034 46359 train 0.021728 46360 train 0.020327 46361 train 0.019376 46362 train 0.019224 46363 train 0.021182 46364 train 0.022074 46365 train 0.020276 46366 train 0.021329 46367 train 0.021144 46368 train 0.018728 46369 train 0.018438 46370 train 0.023654 46371 train 0.022058 46372 train 0.020120 46373 train 0.022862 46374 train 0.018695 46375 val 19.7438 46375 train 0.022615 46376 train 0.022037 46377 train 0.018564 46378 train 0.018738 46379 train 0.020441 46380 train 0.021064 46381 train 0.021759 46382 train 0.021338 46383 train 0.031308 46384 train 0.025010 46385 train 0.022176 46386 train 0.020842 46387 train 0.021421 46388 train 0.023030 46389 train 0.024515 46390 train 0.021565 46391 train 0.020043 46392 train 0.022992 46393 train 0.023954 46394 train 0.022480 46395 train 0.021602 46396 train 0.019852 46397 train 0.021892 46398 train 0.022576 46399 train 0.022319 46400 val 19.6989 46400 train 0.033636 46401 train 0.018503 46402 train 0.021037 46403 train 0.022058 46404 train 0.023514 46405 train 0.021492 46406 train 0.020445 46407 train 0.020815 46408 train 0.023726 46409 train 0.023076 46410 train 0.020123 46411 train 0.027602 46412 train 0.023268 46413 train 0.023743 46414 train 0.019745 46415 train 0.020819 46416 train 0.022180 46417 train 0.021732 46418 train 0.021328 46419 train 0.021237 46420 train 0.022472 46421 train 0.020747 46422 train 0.022484 46423 train 0.021184 46424 train 0.023591 46425 val 19.6135 46425 train 0.022370 46426 train 0.025246 46427 train 0.019499 46428 train 0.021713 46429 train 0.019313 46430 train 0.021228 46431 train 0.017469 46432 train 0.019826 46433 train 0.019601 46434 train 0.020339 46435 train 0.018903 46436 train 0.027395 46437 train 0.018638 46438 train 0.021858 46439 train 0.021361 46440 train 0.021372 46441 train 0.033010 46442 train 0.020847 46443 train 0.021113 46444 train 0.026281 46445 train 0.023203 46446 train 0.020125 46447 train 0.022921 46448 train 0.021230 46449 train 0.025557 46450 val 19.6478 46450 train 0.018502 46451 train 0.018842 46452 train 0.020639 46453 train 0.019568 46454 train 0.020680 46455 train 0.019122 46456 train 0.022144 46457 train 0.021919 46458 train 0.022556 46459 train 0.020890 46460 train 0.020089 46461 train 0.021555 46462 train 0.023721 46463 train 0.019106 46464 train 0.021083 46465 train 0.019399 46466 train 0.020800 46467 train 0.018796 46468 train 0.023550 46469 train 0.018877 46470 train 0.026073 46471 train 0.020564 46472 train 0.023942 46473 train 0.018931 46474 train 0.025302 46475 val 19.7381 46475 train 0.019146 46476 train 0.023045 46477 train 0.051426 46478 train 0.020583 46479 train 0.022214 46480 train 0.023436 46481 train 0.023740 46482 train 0.021538 46483 train 0.023777 46484 train 0.020689 46485 train 0.029901 46486 train 0.019407 46487 train 0.019501 46488 train 0.021448 46489 train 0.018016 46490 train 0.019450 46491 train 0.019510 46492 train 0.022208 46493 train 0.017802 46494 train 0.024850 46495 train 0.020809 46496 train 0.020057 46497 train 0.020391 46498 train 0.021300 46499 train 0.020026 46500 val 19.7096 46500 train 0.021948 46501 train 0.021304 46502 train 0.022365 46503 train 0.019508 46504 train 0.022193 46505 train 0.021603 46506 train 0.030205 46507 train 0.022821 46508 train 0.019389 46509 train 0.018721 46510 train 0.042084 46511 train 0.020641 46512 train 0.019367 46513 train 0.031197 46514 train 0.020979 46515 train 0.024009 46516 train 0.022350 46517 train 0.021425 46518 train 0.019103 46519 train 0.021162 46520 train 0.021231 46521 train 0.023237 46522 train 0.020341 46523 train 0.019677 46524 train 0.022217 46525 val 19.7118 46525 train 0.020168 46526 train 0.019070 46527 train 0.022994 46528 train 0.021373 46529 train 0.019633 46530 train 0.023664 46531 train 0.018360 46532 train 0.019381 46533 train 0.021355 46534 train 0.020108 46535 train 0.018453 46536 train 0.018724 46537 train 0.019869 46538 train 0.021129 46539 train 0.021611 46540 train 0.020841 46541 train 0.021081 46542 train 0.023020 46543 train 0.019188 46544 train 0.019406 46545 train 0.027502 46546 train 0.025770 46547 train 0.020675 46548 train 0.024721 46549 train 0.028923 46550 val 19.6513 46550 train 0.018084 46551 train 0.023397 46552 train 0.021361 46553 train 0.021941 46554 train 0.022056 46555 train 0.019089 46556 train 0.020873 46557 train 0.024340 46558 train 0.021216 46559 train 0.022836 46560 train 0.019204 46561 train 0.020481 46562 train 0.023327 46563 train 0.021617 46564 train 0.019402 46565 train 0.019948 46566 train 0.019539 46567 train 0.018945 46568 train 0.021207 46569 train 0.021419 46570 train 0.023930 46571 train 0.020424 46572 train 0.019070 46573 train 0.019896 46574 train 0.020285 46575 val 19.7586 46575 train 0.020260 46576 train 0.022836 46577 train 0.022903 46578 train 0.018948 46579 train 0.020391 46580 train 0.021067 46581 train 0.025642 46582 train 0.019751 46583 train 0.020199 46584 train 0.020175 46585 train 0.020591 46586 train 0.020632 46587 train 0.023075 46588 train 0.021944 46589 train 0.021537 46590 train 0.017856 46591 train 0.021446 46592 train 0.020348 46593 train 0.025077 46594 train 0.019308 46595 train 0.020956 46596 train 0.018681 46597 train 0.019117 46598 train 0.023259 46599 train 0.022778 46600 val 19.7188 46600 train 0.020207 46601 train 0.021362 46602 train 0.020731 46603 train 0.019525 46604 train 0.017660 46605 train 0.020305 46606 train 0.021125 46607 train 0.019276 46608 train 0.020840 46609 train 0.019675 46610 train 0.021079 46611 train 0.023263 46612 train 0.023202 46613 train 0.024153 46614 train 0.021116 46615 train 0.020868 46616 train 0.020421 46617 train 0.032690 46618 train 0.021090 46619 train 0.021047 46620 train 0.022458 46621 train 0.021504 46622 train 0.021224 46623 train 0.022856 46624 train 0.022940 46625 val 19.6813 46625 train 0.020415 46626 train 0.022823 46627 train 0.021980 46628 train 0.021136 46629 train 0.028658 46630 train 0.022595 46631 train 0.025987 46632 train 0.020671 46633 train 0.022093 46634 train 0.025826 46635 train 0.022731 46636 train 0.021419 46637 train 0.023720 46638 train 0.020162 46639 train 0.022102 46640 train 0.023445 46641 train 0.019928 46642 train 0.021082 46643 train 0.021111 46644 train 0.021369 46645 train 0.018750 46646 train 0.023247 46647 train 0.018333 46648 train 0.023298 46649 train 0.021654 46650 val 19.7223 46650 train 0.021236 46651 train 0.025511 46652 train 0.024155 46653 train 0.028236 46654 train 0.029918 46655 train 0.021045 46656 train 0.020910 46657 train 0.023891 46658 train 0.021699 46659 train 0.024961 46660 train 0.021873 46661 train 0.019415 46662 train 0.024767 46663 train 0.023165 46664 train 0.022031 46665 train 0.027532 46666 train 0.020147 46667 train 0.023302 46668 train 0.019946 46669 train 0.019271 46670 train 0.022595 46671 train 0.021906 46672 train 0.020531 46673 train 0.020642 46674 train 0.021077 46675 val 19.6306 46675 train 0.018566 46676 train 0.018609 46677 train 0.020451 46678 train 0.019963 46679 train 0.017964 46680 train 0.018865 46681 train 0.020999 46682 train 0.020134 46683 train 0.019841 46684 train 0.019320 46685 train 0.019759 46686 train 0.017416 46687 train 0.019487 46688 train 0.022910 46689 train 0.025259 46690 train 0.022732 46691 train 0.019136 46692 train 0.020042 46693 train 0.027332 46694 train 0.020750 46695 train 0.020354 46696 train 0.019279 46697 train 0.019068 46698 train 0.019850 46699 train 0.019437 46700 val 19.6917 46700 train 0.019727 46701 train 0.023697 46702 train 0.022666 46703 train 0.021278 46704 train 0.018313 46705 train 0.019706 46706 train 0.020415 46707 train 0.017598 46708 train 0.022400 46709 train 0.023190 46710 train 0.021606 46711 train 0.021078 46712 train 0.020645 46713 train 0.018958 46714 train 0.018994 46715 train 0.018285 46716 train 0.018059 46717 train 0.018140 46718 train 0.019840 46719 train 0.019804 46720 train 0.017632 46721 train 0.021412 46722 train 0.018234 46723 train 0.020356 46724 train 0.021395 46725 val 19.6812 46725 train 0.020823 46726 train 0.022755 46727 train 0.023121 46728 train 0.019947 46729 train 0.020234 46730 train 0.017633 46731 train 0.018216 46732 train 0.019633 46733 train 0.019666 46734 train 0.018284 46735 train 0.019365 46736 train 0.020554 46737 train 0.023124 46738 train 0.021051 46739 train 0.020169 46740 train 0.018918 46741 train 0.018739 46742 train 0.020516 46743 train 0.018356 46744 train 0.017566 46745 train 0.021975 46746 train 0.018909 46747 train 0.020031 46748 train 0.021425 46749 train 0.022187 46750 val 19.7117 46750 train 0.017299 46751 train 0.023336 46752 train 0.019556 46753 train 0.021033 46754 train 0.022172 46755 train 0.020431 46756 train 0.018935 46757 train 0.020614 46758 train 0.020259 46759 train 0.023796 46760 train 0.020569 46761 train 0.020387 46762 train 0.020961 46763 train 0.022857 46764 train 0.025046 46765 train 0.020828 46766 train 0.019651 46767 train 0.017173 46768 train 0.020803 46769 train 0.021232 46770 train 0.020893 46771 train 0.024002 46772 train 0.019894 46773 train 0.021757 46774 train 0.022286 46775 val 19.7066 46775 train 0.021256 46776 train 0.021580 46777 train 0.018823 46778 train 0.019407 46779 train 0.021632 46780 train 0.021197 46781 train 0.019364 46782 train 0.020073 46783 train 0.018673 46784 train 0.021240 46785 train 0.019683 46786 train 0.020127 46787 train 0.020187 46788 train 0.021291 46789 train 0.019392 46790 train 0.020922 46791 train 0.020601 46792 train 0.021179 46793 train 0.019448 46794 train 0.022017 46795 train 0.027617 46796 train 0.021615 46797 train 0.020835 46798 train 0.021205 46799 train 0.021380 46800 val 19.7385 46800 train 0.030247 46801 train 0.026367 46802 train 0.020429 46803 train 0.018007 46804 train 0.021681 46805 train 0.020320 46806 train 0.018374 46807 train 0.020527 46808 train 0.020616 46809 train 0.025583 46810 train 0.022482 46811 train 0.021468 46812 train 0.019548 46813 train 0.021405 46814 train 0.017965 46815 train 0.025029 46816 train 0.024171 46817 train 0.020665 46818 train 0.021493 46819 train 0.018962 46820 train 0.021948 46821 train 0.020688 46822 train 0.022181 46823 train 0.021690 46824 train 0.023190 46825 val 19.6910 46825 train 0.019184 46826 train 0.018997 46827 train 0.017811 46828 train 0.020177 46829 train 0.019097 46830 train 0.020046 46831 train 0.022180 46832 train 0.018778 46833 train 0.023612 46834 train 0.019841 46835 train 0.023896 46836 train 0.024846 46837 train 0.022656 46838 train 0.020635 46839 train 0.019762 46840 train 0.022640 46841 train 0.020795 46842 train 0.019657 46843 train 0.020856 46844 train 0.020494 46845 train 0.024976 46846 train 0.021786 46847 train 0.022539 46848 train 0.021197 46849 train 0.019490 46850 val 19.7514 46850 train 0.019628 46851 train 0.019362 46852 train 0.022109 46853 train 0.019443 46854 train 0.019223 46855 train 0.019183 46856 train 0.020146 46857 train 0.021426 46858 train 0.021344 46859 train 0.020243 46860 train 0.021909 46861 train 0.017474 46862 train 0.020231 46863 train 0.020383 46864 train 0.020171 46865 train 0.019460 46866 train 0.019796 46867 train 0.019936 46868 train 0.021197 46869 train 0.020367 46870 train 0.017862 46871 train 0.022184 46872 train 0.020673 46873 train 0.019256 46874 train 0.022454 46875 val 19.7504 46875 train 0.019732 46876 train 0.018849 46877 train 0.022064 46878 train 0.020280 46879 train 0.021020 46880 train 0.019820 46881 train 0.022218 46882 train 0.020387 46883 train 0.020645 46884 train 0.020521 46885 train 0.020019 46886 train 0.019528 46887 train 0.019066 46888 train 0.023072 46889 train 0.018510 46890 train 0.018787 46891 train 0.021284 46892 train 0.023252 46893 train 0.018738 46894 train 0.017224 46895 train 0.021940 46896 train 0.023116 46897 train 0.020100 46898 train 0.021622 46899 train 0.020131 46900 val 19.6905 46900 train 0.018877 46901 train 0.018072 46902 train 0.018875 46903 train 0.018670 46904 train 0.020137 46905 train 0.020465 46906 train 0.019258 46907 train 0.027055 46908 train 0.021206 46909 train 0.016520 46910 train 0.019122 46911 train 0.021141 46912 train 0.022394 46913 train 0.023704 46914 train 0.020737 46915 train 0.018890 46916 train 0.017871 46917 train 0.019272 46918 train 0.019932 46919 train 0.018033 46920 train 0.020280 46921 train 0.020726 46922 train 0.018088 46923 train 0.021623 46924 train 0.018937 46925 val 19.7237 46925 train 0.019019 46926 train 0.020595 46927 train 0.020219 46928 train 0.034062 46929 train 0.024044 46930 train 0.019015 46931 train 0.021389 46932 train 0.020518 46933 train 0.020413 46934 train 0.021987 46935 train 0.023078 46936 train 0.018971 46937 train 0.019581 46938 train 0.020258 46939 train 0.019738 46940 train 0.020421 46941 train 0.019083 46942 train 0.019641 46943 train 0.021674 46944 train 0.017412 46945 train 0.018363 46946 train 0.020252 46947 train 0.019730 46948 train 0.019666 46949 train 0.021467 46950 val 19.7728 46950 train 0.023295 46951 train 0.021775 46952 train 0.019437 46953 train 0.019637 46954 train 0.022798 46955 train 0.017459 46956 train 0.021856 46957 train 0.026763 46958 train 0.020397 46959 train 0.020286 46960 train 0.020908 46961 train 0.021556 46962 train 0.019514 46963 train 0.023080 46964 train 0.024297 46965 train 0.021389 46966 train 0.022479 46967 train 0.021899 46968 train 0.022536 46969 train 0.024221 46970 train 0.017555 46971 train 0.022601 46972 train 0.021687 46973 train 0.018230 46974 train 0.021012 46975 val 19.7424 46975 train 0.020834 46976 train 0.021221 46977 train 0.022075 46978 train 0.022287 46979 train 0.019732 46980 train 0.019118 46981 train 0.019775 46982 train 0.022310 46983 train 0.020524 46984 train 0.021646 46985 train 0.018160 46986 train 0.023282 46987 train 0.021754 46988 train 0.020017 46989 train 0.021707 46990 train 0.022014 46991 train 0.019318 46992 train 0.022116 46993 train 0.024329 46994 train 0.022192 46995 train 0.024117 46996 train 0.020214 46997 train 0.021095 46998 train 0.020965 46999 train 0.025144 47000 val 19.7090 47000 train 0.026016 47001 train 0.024437 47002 train 0.019866 47003 train 0.019749 47004 train 0.025552 47005 train 0.023317 47006 train 0.018205 47007 train 0.021738 47008 train 0.020251 47009 train 0.017555 47010 train 0.019189 47011 train 0.015989 47012 train 0.021542 47013 train 0.038304 47014 train 0.022711 47015 train 0.019294 47016 train 0.019698 47017 train 0.018827 47018 train 0.022577 47019 train 0.021567 47020 train 0.024812 47021 train 0.019411 47022 train 0.022132 47023 train 0.021755 47024 train 0.021487 47025 val 19.7085 47025 train 0.021389 47026 train 0.022184 47027 train 0.017385 47028 train 0.018001 47029 train 0.022129 47030 train 0.019979 47031 train 0.019700 47032 train 0.018874 47033 train 0.019442 47034 train 0.018487 47035 train 0.022179 47036 train 0.020430 47037 train 0.021893 47038 train 0.024045 47039 train 0.020058 47040 train 0.025750 47041 train 0.021343 47042 train 0.015683 47043 train 0.019395 47044 train 0.018252 47045 train 0.021733 47046 train 0.022080 47047 train 0.018350 47048 train 0.017841 47049 train 0.024272 47050 val 19.7295 47050 train 0.020221 47051 train 0.019543 47052 train 0.017718 47053 train 0.017141 47054 train 0.026155 47055 train 0.018450 47056 train 0.022253 47057 train 0.019284 47058 train 0.016347 47059 train 0.023054 47060 train 0.020940 47061 train 0.017613 47062 train 0.021912 47063 train 0.019663 47064 train 0.019845 47065 train 0.020223 47066 train 0.020701 47067 train 0.020470 47068 train 0.016704 47069 train 0.020511 47070 train 0.021006 47071 train 0.020624 47072 train 0.018707 47073 train 0.021590 47074 train 0.017399 47075 val 19.7713 47075 train 0.019869 47076 train 0.025689 47077 train 0.020832 47078 train 0.020142 47079 train 0.020342 47080 train 0.020860 47081 train 0.019122 47082 train 0.022424 47083 train 0.019757 47084 train 0.018582 47085 train 0.023615 47086 train 0.021977 47087 train 0.017545 47088 train 0.019027 47089 train 0.018382 47090 train 0.023593 47091 train 0.018057 47092 train 0.021233 47093 train 0.019395 47094 train 0.018053 47095 train 0.022037 47096 train 0.020348 47097 train 0.022708 47098 train 0.024680 47099 train 0.021334 47100 val 19.7674 47100 train 0.018378 47101 train 0.021605 47102 train 0.019901 47103 train 0.021243 47104 train 0.020555 47105 train 0.020164 47106 train 0.026582 47107 train 0.019630 47108 train 0.018653 47109 train 0.021274 47110 train 0.018416 47111 train 0.019745 47112 train 0.021172 47113 train 0.018729 47114 train 0.021144 47115 train 0.019814 47116 train 0.020226 47117 train 0.019636 47118 train 0.021351 47119 train 0.023974 47120 train 0.020760 47121 train 0.021509 47122 train 0.019366 47123 train 0.020745 47124 train 0.018115 47125 val 19.7511 47125 train 0.018336 47126 train 0.020629 47127 train 0.017575 47128 train 0.021498 47129 train 0.019422 47130 train 0.019983 47131 train 0.020604 47132 train 0.020402 47133 train 0.023054 47134 train 0.019932 47135 train 0.024124 47136 train 0.019703 47137 train 0.023417 47138 train 0.019481 47139 train 0.022099 47140 train 0.017698 47141 train 0.020814 47142 train 0.024544 47143 train 0.023490 47144 train 0.019992 47145 train 0.019573 47146 train 0.020410 47147 train 0.020997 47148 train 0.019368 47149 train 0.020143 47150 val 19.7227 47150 train 0.024301 47151 train 0.019155 47152 train 0.020350 47153 train 0.022607 47154 train 0.021894 47155 train 0.019230 47156 train 0.020851 47157 train 0.018404 47158 train 0.021233 47159 train 0.019135 47160 train 0.018178 47161 train 0.021207 47162 train 0.022734 47163 train 0.018871 47164 train 0.021925 47165 train 0.021984 47166 train 0.020366 47167 train 0.020652 47168 train 0.020347 47169 train 0.023775 47170 train 0.023910 47171 train 0.028922 47172 train 0.021290 47173 train 0.022111 47174 train 0.017582 47175 val 19.7679 47175 train 0.022200 47176 train 0.021690 47177 train 0.019181 47178 train 0.021702 47179 train 0.018565 47180 train 0.020330 47181 train 0.017219 47182 train 0.022318 47183 train 0.022661 47184 train 0.019726 47185 train 0.024448 47186 train 0.024195 47187 train 0.019631 47188 train 0.016877 47189 train 0.043764 47190 train 0.019634 47191 train 0.019719 47192 train 0.022765 47193 train 0.021288 47194 train 0.022763 47195 train 0.019104 47196 train 0.020165 47197 train 0.022294 47198 train 0.020740 47199 train 0.023364 47200 val 19.7326 47200 train 0.021222 47201 train 0.021646 47202 train 0.021744 47203 train 0.021829 47204 train 0.020521 47205 train 0.024549 47206 train 0.022433 47207 train 0.029824 47208 train 0.022057 47209 train 0.022417 47210 train 0.022281 47211 train 0.022337 47212 train 0.021520 47213 train 0.018827 47214 train 0.025070 47215 train 0.020341 47216 train 0.020802 47217 train 0.018853 47218 train 0.027019 47219 train 0.023266 47220 train 0.022258 47221 train 0.023053 47222 train 0.022434 47223 train 0.021815 47224 train 0.021423 47225 val 19.7509 47225 train 0.031614 47226 train 0.020475 47227 train 0.021502 47228 train 0.026339 47229 train 0.022510 47230 train 0.021468 47231 train 0.018826 47232 train 0.018054 47233 train 0.020161 47234 train 0.022312 47235 train 0.023615 47236 train 0.019602 47237 train 0.021755 47238 train 0.026066 47239 train 0.017949 47240 train 0.022870 47241 train 0.022831 47242 train 0.022180 47243 train 0.018787 47244 train 0.022350 47245 train 0.021553 47246 train 0.022695 47247 train 0.020088 47248 train 0.019858 47249 train 0.020471 47250 val 19.6944 47250 train 0.024437 47251 train 0.020277 47252 train 0.018093 47253 train 0.019026 47254 train 0.021237 47255 train 0.020709 47256 train 0.018035 47257 train 0.027894 47258 train 0.018327 47259 train 0.019354 47260 train 0.017802 47261 train 0.026406 47262 train 0.018949 47263 train 0.019614 47264 train 0.017955 47265 train 0.018588 47266 train 0.021033 47267 train 0.021775 47268 train 0.020700 47269 train 0.019572 47270 train 0.019671 47271 train 0.019754 47272 train 0.020059 47273 train 0.022460 47274 train 0.029952 47275 val 19.6607 47275 train 0.017450 47276 train 0.018525 47277 train 0.020804 47278 train 0.021950 47279 train 0.020043 47280 train 0.019650 47281 train 0.019714 47282 train 0.020218 47283 train 0.019266 47284 train 0.021053 47285 train 0.019581 47286 train 0.023620 47287 train 0.018399 47288 train 0.020574 47289 train 0.020191 47290 train 0.020997 47291 train 0.021384 47292 train 0.019243 47293 train 0.018979 47294 train 0.019105 47295 train 0.020039 47296 train 0.020258 47297 train 0.018919 47298 train 0.021474 47299 train 0.018770 47300 val 19.7133 47300 train 0.017282 47301 train 0.018731 47302 train 0.019526 47303 train 0.018655 47304 train 0.022012 47305 train 0.017464 47306 train 0.018192 47307 train 0.019330 47308 train 0.020023 47309 train 0.022239 47310 train 0.023113 47311 train 0.020140 47312 train 0.021515 47313 train 0.023134 47314 train 0.021759 47315 train 0.020424 47316 train 0.021381 47317 train 0.019023 47318 train 0.020351 47319 train 0.021678 47320 train 0.020319 47321 train 0.022616 47322 train 0.023765 47323 train 0.020698 47324 train 0.019330 47325 val 19.7424 47325 train 0.021780 47326 train 0.021794 47327 train 0.021308 47328 train 0.020164 47329 train 0.020877 47330 train 0.020352 47331 train 0.020074 47332 train 0.022311 47333 train 0.017651 47334 train 0.020111 47335 train 0.020679 47336 train 0.016416 47337 train 0.020155 47338 train 0.021287 47339 train 0.020364 47340 train 0.021324 47341 train 0.020239 47342 train 0.016564 47343 train 0.017975 47344 train 0.022610 47345 train 0.019144 47346 train 0.020083 47347 train 0.021337 47348 train 0.021716 47349 train 0.022036 47350 val 19.7512 47350 train 0.021376 47351 train 0.019102 47352 train 0.022460 47353 train 0.021893 47354 train 0.019837 47355 train 0.020555 47356 train 0.024053 47357 train 0.020262 47358 train 0.022641 47359 train 0.018693 47360 train 0.021904 47361 train 0.020325 47362 train 0.020363 47363 train 0.019293 47364 train 0.019202 47365 train 0.017864 47366 train 0.019056 47367 train 0.021211 47368 train 0.022245 47369 train 0.019580 47370 train 0.019666 47371 train 0.018560 47372 train 0.018331 47373 train 0.020835 47374 train 0.023208 47375 val 19.7952 47375 train 0.021985 47376 train 0.018648 47377 train 0.020267 47378 train 0.020895 47379 train 0.019085 47380 train 0.021673 47381 train 0.021347 47382 train 0.021631 47383 train 0.020784 47384 train 0.023845 47385 train 0.021102 47386 train 0.020219 47387 train 0.021683 47388 train 0.021158 47389 train 0.021889 47390 train 0.019033 47391 train 0.020962 47392 train 0.026484 47393 train 0.020874 47394 train 0.021220 47395 train 0.018263 47396 train 0.021689 47397 train 0.020888 47398 train 0.019343 47399 train 0.020265 47400 val 19.7079 47400 train 0.019004 47401 train 0.022979 47402 train 0.019570 47403 train 0.021187 47404 train 0.021271 47405 train 0.019579 47406 train 0.019219 47407 train 0.018361 47408 train 0.018597 47409 train 0.018591 47410 train 0.018309 47411 train 0.020924 47412 train 0.021285 47413 train 0.019338 47414 train 0.022697 47415 train 0.020446 47416 train 0.026403 47417 train 0.017410 47418 train 0.018298 47419 train 0.019817 47420 train 0.020017 47421 train 0.021836 47422 train 0.023562 47423 train 0.021656 47424 train 0.019756 47425 val 19.8124 47425 train 0.017652 47426 train 0.020961 47427 train 0.019871 47428 train 0.023841 47429 train 0.022242 47430 train 0.018514 47431 train 0.021258 47432 train 0.020464 47433 train 0.022604 47434 train 0.020168 47435 train 0.018131 47436 train 0.016773 47437 train 0.019631 47438 train 0.020472 47439 train 0.023395 47440 train 0.021123 47441 train 0.020460 47442 train 0.019427 47443 train 0.020642 47444 train 0.018629 47445 train 0.018162 47446 train 0.017021 47447 train 0.019434 47448 train 0.021328 47449 train 0.018899 47450 val 19.8392 47450 train 0.020105 47451 train 0.021688 47452 train 0.019082 47453 train 0.017498 47454 train 0.017827 47455 train 0.020064 47456 train 0.021022 47457 train 0.024224 47458 train 0.023021 47459 train 0.021393 47460 train 0.024779 47461 train 0.023089 47462 train 0.021998 47463 train 0.020041 47464 train 0.019965 47465 train 0.021943 47466 train 0.020143 47467 train 0.022284 47468 train 0.017289 47469 train 0.020045 47470 train 0.020745 47471 train 0.017866 47472 train 0.019194 47473 train 0.019809 47474 train 0.020001 47475 val 19.8297 47475 train 0.020628 47476 train 0.021175 47477 train 0.022988 47478 train 0.020240 47479 train 0.020521 47480 train 0.021177 47481 train 0.019154 47482 train 0.019450 47483 train 0.019710 47484 train 0.018720 47485 train 0.020399 47486 train 0.023046 47487 train 0.022145 47488 train 0.019877 47489 train 0.019712 47490 train 0.020543 47491 train 0.018933 47492 train 0.018730 47493 train 0.022482 47494 train 0.021237 47495 train 0.021487 47496 train 0.019469 47497 train 0.023289 47498 train 0.021943 47499 train 0.021545 47500 val 19.7213 47500 train 0.024196 47501 train 0.022869 47502 train 0.019752 47503 train 0.019920 47504 train 0.023376 47505 train 0.023748 47506 train 0.022609 47507 train 0.020579 47508 train 0.020484 47509 train 0.021109 47510 train 0.021390 47511 train 0.019968 47512 train 0.020755 47513 train 0.019713 47514 train 0.019146 47515 train 0.021614 47516 train 0.020972 47517 train 0.021539 47518 train 0.021279 47519 train 0.020293 47520 train 0.021416 47521 train 0.020132 47522 train 0.024552 47523 train 0.023442 47524 train 0.021405 47525 val 19.7824 47525 train 0.018645 47526 train 0.019871 47527 train 0.019000 47528 train 0.020770 47529 train 0.018570 47530 train 0.018264 47531 train 0.020699 47532 train 0.018417 47533 train 0.020742 47534 train 0.024879 47535 train 0.022950 47536 train 0.021891 47537 train 0.021165 47538 train 0.021479 47539 train 0.023088 47540 train 0.021362 47541 train 0.024967 47542 train 0.019020 47543 train 0.023513 47544 train 0.018149 47545 train 0.022761 47546 train 0.020655 47547 train 0.018585 47548 train 0.020500 47549 train 0.021414 47550 val 19.8115 47550 train 0.022099 47551 train 0.020295 47552 train 0.021154 47553 train 0.018076 47554 train 0.018945 47555 train 0.019733 47556 train 0.018278 47557 train 0.019051 47558 train 0.028867 47559 train 0.021437 47560 train 0.020249 47561 train 0.018339 47562 train 0.021693 47563 train 0.018216 47564 train 0.019760 47565 train 0.017347 47566 train 0.018844 47567 train 0.015187 47568 train 0.019250 47569 train 0.023171 47570 train 0.022545 47571 train 0.018865 47572 train 0.020980 47573 train 0.017387 47574 train 0.018729 47575 val 19.7568 47575 train 0.021107 47576 train 0.018586 47577 train 0.020650 47578 train 0.023192 47579 train 0.018037 47580 train 0.021315 47581 train 0.022197 47582 train 0.020482 47583 train 0.019410 47584 train 0.018797 47585 train 0.020223 47586 train 0.019577 47587 train 0.018223 47588 train 0.021663 47589 train 0.016045 47590 train 0.022040 47591 train 0.020170 47592 train 0.020330 47593 train 0.020840 47594 train 0.021107 47595 train 0.023896 47596 train 0.020874 47597 train 0.020432 47598 train 0.019639 47599 train 0.017968 47600 val 19.8183 47600 train 0.019403 47601 train 0.016127 47602 train 0.018348 47603 train 0.018394 47604 train 0.024658 47605 train 0.025456 47606 train 0.023357 47607 train 0.021677 47608 train 0.021089 47609 train 0.019103 47610 train 0.018945 47611 train 0.018273 47612 train 0.018224 47613 train 0.019434 47614 train 0.019215 47615 train 0.020586 47616 train 0.020739 47617 train 0.019296 47618 train 0.018510 47619 train 0.022032 47620 train 0.020053 47621 train 0.020382 47622 train 0.019722 47623 train 0.022645 47624 train 0.021345 47625 val 19.7793 47625 train 0.019403 47626 train 0.023204 47627 train 0.020607 47628 train 0.019951 47629 train 0.017374 47630 train 0.020835 47631 train 0.025064 47632 train 0.022001 47633 train 0.019120 47634 train 0.018770 47635 train 0.020033 47636 train 0.020890 47637 train 0.018314 47638 train 0.017289 47639 train 0.018171 47640 train 0.028731 47641 train 0.021718 47642 train 0.023808 47643 train 0.031583 47644 train 0.019831 47645 train 0.019848 47646 train 0.018812 47647 train 0.018499 47648 train 0.018376 47649 train 0.018638 47650 val 19.8171 47650 train 0.021368 47651 train 0.022199 47652 train 0.019616 47653 train 0.018784 47654 train 0.020805 47655 train 0.019940 47656 train 0.022617 47657 train 0.019306 47658 train 0.019617 47659 train 0.019721 47660 train 0.019260 47661 train 0.020648 47662 train 0.021688 47663 train 0.023278 47664 train 0.019909 47665 train 0.019284 47666 train 0.020731 47667 train 0.020095 47668 train 0.020017 47669 train 0.020305 47670 train 0.021024 47671 train 0.022332 47672 train 0.021870 47673 train 0.018083 47674 train 0.020535 47675 val 19.8149 47675 train 0.021289 47676 train 0.022022 47677 train 0.022497 47678 train 0.017458 47679 train 0.030593 47680 train 0.020996 47681 train 0.019863 47682 train 0.019637 47683 train 0.021174 47684 train 0.022944 47685 train 0.020067 47686 train 0.025045 47687 train 0.020122 47688 train 0.022684 47689 train 0.017685 47690 train 0.018163 47691 train 0.018691 47692 train 0.019961 47693 train 0.018606 47694 train 0.017061 47695 train 0.019907 47696 train 0.018663 47697 train 0.021482 47698 train 0.019531 47699 train 0.021239 47700 val 19.8483 47700 train 0.022543 47701 train 0.021092 47702 train 0.021792 47703 train 0.019546 47704 train 0.020168 47705 train 0.019096 47706 train 0.021042 47707 train 0.025223 47708 train 0.020388 47709 train 0.019632 47710 train 0.017664 47711 train 0.018881 47712 train 0.022007 47713 train 0.021328 47714 train 0.018926 47715 train 0.032330 47716 train 0.018747 47717 train 0.019446 47718 train 0.017316 47719 train 0.019844 47720 train 0.018988 47721 train 0.019724 47722 train 0.019307 47723 train 0.022650 47724 train 0.023012 47725 val 19.7736 47725 train 0.019365 47726 train 0.020302 47727 train 0.019036 47728 train 0.017645 47729 train 0.021036 47730 train 0.017235 47731 train 0.020305 47732 train 0.023592 47733 train 0.021610 47734 train 0.018095 47735 train 0.018886 47736 train 0.020243 47737 train 0.019737 47738 train 0.018914 47739 train 0.021550 47740 train 0.023174 47741 train 0.018638 47742 train 0.018344 47743 train 0.025415 47744 train 0.018703 47745 train 0.018277 47746 train 0.017660 47747 train 0.018662 47748 train 0.019211 47749 train 0.019723 47750 val 19.7367 47750 train 0.017561 47751 train 0.020872 47752 train 0.020079 47753 train 0.020427 47754 train 0.019197 47755 train 0.020868 47756 train 0.018553 47757 train 0.018700 47758 train 0.018100 47759 train 0.020702 47760 train 0.019871 47761 train 0.018695 47762 train 0.020135 47763 train 0.018193 47764 train 0.018483 47765 train 0.022257 47766 train 0.018783 47767 train 0.019087 47768 train 0.024802 47769 train 0.021486 47770 train 0.018619 47771 train 0.019144 47772 train 0.021249 47773 train 0.019205 47774 train 0.017455 47775 val 19.8056 47775 train 0.019756 47776 train 0.031959 47777 train 0.016712 47778 train 0.016328 47779 train 0.020435 47780 train 0.020196 47781 train 0.020069 47782 train 0.020492 47783 train 0.021142 47784 train 0.020041 47785 train 0.021568 47786 train 0.020160 47787 train 0.021302 47788 train 0.023706 47789 train 0.018550 47790 train 0.020188 47791 train 0.019765 47792 train 0.020749 47793 train 0.021305 47794 train 0.020678 47795 train 0.019931 47796 train 0.018283 47797 train 0.017985 47798 train 0.016320 47799 train 0.018622 47800 val 19.7276 47800 train 0.021742 47801 train 0.022152 47802 train 0.022580 47803 train 0.019431 47804 train 0.021128 47805 train 0.023995 47806 train 0.021058 47807 train 0.019931 47808 train 0.019613 47809 train 0.021616 47810 train 0.019191 47811 train 0.021781 47812 train 0.051724 47813 train 0.018838 47814 train 0.018293 47815 train 0.018482 47816 train 0.022931 47817 train 0.023896 47818 train 0.019183 47819 train 0.021930 47820 train 0.021703 47821 train 0.029256 47822 train 0.025065 47823 train 0.021550 47824 train 0.020287 47825 val 19.7564 47825 train 0.017906 47826 train 0.022661 47827 train 0.020486 47828 train 0.022730 47829 train 0.017810 47830 train 0.021156 47831 train 0.021862 47832 train 0.018369 47833 train 0.019813 47834 train 0.019373 47835 train 0.021076 47836 train 0.023236 47837 train 0.020724 47838 train 0.025921 47839 train 0.021027 47840 train 0.022609 47841 train 0.020274 47842 train 0.020078 47843 train 0.018925 47844 train 0.022375 47845 train 0.020826 47846 train 0.020078 47847 train 0.020209 47848 train 0.026453 47849 train 0.023863 47850 val 19.7512 47850 train 0.018319 47851 train 0.018623 47852 train 0.020867 47853 train 0.020565 47854 train 0.018697 47855 train 0.019147 47856 train 0.020514 47857 train 0.018696 47858 train 0.021623 47859 train 0.023215 47860 train 0.017799 47861 train 0.019248 47862 train 0.022727 47863 train 0.020990 47864 train 0.019987 47865 train 0.016949 47866 train 0.021982 47867 train 0.018458 47868 train 0.017638 47869 train 0.021697 47870 train 0.024018 47871 train 0.021058 47872 train 0.019635 47873 train 0.019874 47874 train 0.061186 47875 val 19.6337 47875 train 0.020296 47876 train 0.019253 47877 train 0.019958 47878 train 0.018429 47879 train 0.018660 47880 train 0.019224 47881 train 0.018529 47882 train 0.020231 47883 train 0.018628 47884 train 0.020276 47885 train 0.020389 47886 train 0.017288 47887 train 0.019148 47888 train 0.021470 47889 train 0.017768 47890 train 0.020358 47891 train 0.021617 47892 train 0.018778 47893 train 0.018224 47894 train 0.017461 47895 train 0.023562 47896 train 0.020041 47897 train 0.018965 47898 train 0.024329 47899 train 0.022120 47900 val 19.7720 47900 train 0.018005 47901 train 0.018421 47902 train 0.021466 47903 train 0.017559 47904 train 0.019016 47905 train 0.022123 47906 train 0.018564 47907 train 0.021069 47908 train 0.019623 47909 train 0.019399 47910 train 0.027284 47911 train 0.021460 47912 train 0.020553 47913 train 0.017880 47914 train 0.020240 47915 train 0.016923 47916 train 0.018895 47917 train 0.022039 47918 train 0.017510 47919 train 0.018328 47920 train 0.020187 47921 train 0.020678 47922 train 0.017508 47923 train 0.017706 47924 train 0.019695 47925 val 19.8960 47925 train 0.019959 47926 train 0.021060 47927 train 0.020887 47928 train 0.019385 47929 train 0.019374 47930 train 0.018351 47931 train 0.021880 47932 train 0.019942 47933 train 0.017570 47934 train 0.019908 47935 train 0.019796 47936 train 0.019386 47937 train 0.020972 47938 train 0.020183 47939 train 0.019880 47940 train 0.018868 47941 train 0.019404 47942 train 0.018394 47943 train 0.023424 47944 train 0.017791 47945 train 0.017882 47946 train 0.020774 47947 train 0.020037 47948 train 0.020733 47949 train 0.017018 47950 val 19.8032 47950 train 0.023439 47951 train 0.017625 47952 train 0.018732 47953 train 0.019784 47954 train 0.018881 47955 train 0.020841 47956 train 0.023752 47957 train 0.023676 47958 train 0.017290 47959 train 0.018093 47960 train 0.024240 47961 train 0.021047 47962 train 0.020491 47963 train 0.021235 47964 train 0.019378 47965 train 0.019652 47966 train 0.018564 47967 train 0.025046 47968 train 0.017468 47969 train 0.017235 47970 train 0.018971 47971 train 0.020031 47972 train 0.019642 47973 train 0.018058 47974 train 0.018636 47975 val 19.8292 47975 train 0.018869 47976 train 0.021249 47977 train 0.017327 47978 train 0.018393 47979 train 0.020989 47980 train 0.018177 47981 train 0.018981 47982 train 0.020891 47983 train 0.020351 47984 train 0.020098 47985 train 0.017860 47986 train 0.019177 47987 train 0.023505 47988 train 0.016709 47989 train 0.023984 47990 train 0.019732 47991 train 0.016162 47992 train 0.018645 47993 train 0.020146 47994 train 0.020065 47995 train 0.019182 47996 train 0.020176 47997 train 0.016882 47998 train 0.018403 47999 train 0.016145 48000 val 19.7944 48000 train 0.019717 48001 train 0.021489 48002 train 0.022076 48003 train 0.023468 48004 train 0.019982 48005 train 0.017503 48006 train 0.021879 48007 train 0.022809 48008 train 0.019002 48009 train 0.016829 48010 train 0.021657 48011 train 0.019891 48012 train 0.020237 48013 train 0.016938 48014 train 0.019363 48015 train 0.022161 48016 train 0.019962 48017 train 0.019426 48018 train 0.019813 48019 train 0.023994 48020 train 0.018576 48021 train 0.017340 48022 train 0.019031 48023 train 0.017639 48024 train 0.017844 48025 val 19.7492 48025 train 0.020003 48026 train 0.023811 48027 train 0.019394 48028 train 0.017978 48029 train 0.018043 48030 train 0.020631 48031 train 0.018869 48032 train 0.020262 48033 train 0.017743 48034 train 0.017719 48035 train 0.018437 48036 train 0.019805 48037 train 0.018689 48038 train 0.021494 48039 train 0.024964 48040 train 0.018741 48041 train 0.019774 48042 train 0.019452 48043 train 0.019282 48044 train 0.021003 48045 train 0.020615 48046 train 0.021204 48047 train 0.018180 48048 train 0.021986 48049 train 0.018040 48050 val 19.8615 48050 train 0.020843 48051 train 0.021541 48052 train 0.020166 48053 train 0.021509 48054 train 0.021853 48055 train 0.020512 48056 train 0.019426 48057 train 0.019071 48058 train 0.020515 48059 train 0.019159 48060 train 0.018203 48061 train 0.017675 48062 train 0.024032 48063 train 0.017334 48064 train 0.019599 48065 train 0.021234 48066 train 0.019175 48067 train 0.019209 48068 train 0.020120 48069 train 0.020659 48070 train 0.018170 48071 train 0.020970 48072 train 0.018517 48073 train 0.019782 48074 train 0.020360 48075 val 19.8221 48075 train 0.022784 48076 train 0.018498 48077 train 0.022991 48078 train 0.019302 48079 train 0.019011 48080 train 0.018776 48081 train 0.017139 48082 train 0.021684 48083 train 0.022518 48084 train 0.022815 48085 train 0.020220 48086 train 0.017762 48087 train 0.020332 48088 train 0.018789 48089 train 0.021340 48090 train 0.020845 48091 train 0.021017 48092 train 0.018230 48093 train 0.020698 48094 train 0.022934 48095 train 0.020013 48096 train 0.018033 48097 train 0.022890 48098 train 0.022324 48099 train 0.018928 48100 val 19.8552 48100 train 0.022330 48101 train 0.020833 48102 train 0.019938 48103 train 0.022044 48104 train 0.018349 48105 train 0.020317 48106 train 0.018386 48107 train 0.021070 48108 train 0.019293 48109 train 0.020355 48110 train 0.020091 48111 train 0.017363 48112 train 0.018391 48113 train 0.023131 48114 train 0.017621 48115 train 0.019853 48116 train 0.018398 48117 train 0.019790 48118 train 0.018970 48119 train 0.017487 48120 train 0.017397 48121 train 0.021158 48122 train 0.018098 48123 train 0.020454 48124 train 0.016974 48125 val 19.8379 48125 train 0.018081 48126 train 0.021662 48127 train 0.020351 48128 train 0.016747 48129 train 0.021888 48130 train 0.024535 48131 train 0.017471 48132 train 0.018774 48133 train 0.020262 48134 train 0.022137 48135 train 0.019067 48136 train 0.018696 48137 train 0.018502 48138 train 0.018870 48139 train 0.018935 48140 train 0.019320 48141 train 0.017181 48142 train 0.017842 48143 train 0.018025 48144 train 0.020008 48145 train 0.016888 48146 train 0.020740 48147 train 0.017413 48148 train 0.018145 48149 train 0.018667 48150 val 19.8186 48150 train 0.017162 48151 train 0.022313 48152 train 0.020796 48153 train 0.021717 48154 train 0.020419 48155 train 0.018153 48156 train 0.020376 48157 train 0.021270 48158 train 0.019744 48159 train 0.017759 48160 train 0.017668 48161 train 0.017698 48162 train 0.018835 48163 train 0.018864 48164 train 0.018154 48165 train 0.017815 48166 train 0.030237 48167 train 0.020876 48168 train 0.019192 48169 train 0.019645 48170 train 0.021297 48171 train 0.021781 48172 train 0.019466 48173 train 0.019942 48174 train 0.019036 48175 val 19.7890 48175 train 0.021480 48176 train 0.019586 48177 train 0.016309 48178 train 0.017489 48179 train 0.020447 48180 train 0.019516 48181 train 0.020434 48182 train 0.019932 48183 train 0.020161 48184 train 0.020255 48185 train 0.021455 48186 train 0.019358 48187 train 0.033891 48188 train 0.019967 48189 train 0.019766 48190 train 0.019078 48191 train 0.018905 48192 train 0.020354 48193 train 0.022027 48194 train 0.022531 48195 train 0.020519 48196 train 0.020983 48197 train 0.018272 48198 train 0.019199 48199 train 0.019584 48200 val 19.8667 48200 train 0.021501 48201 train 0.019930 48202 train 0.021924 48203 train 0.019102 48204 train 0.018077 48205 train 0.021196 48206 train 0.021004 48207 train 0.021536 48208 train 0.020955 48209 train 0.022053 48210 train 0.019793 48211 train 0.021097 48212 train 0.020271 48213 train 0.018661 48214 train 0.021096 48215 train 0.016576 48216 train 0.019691 48217 train 0.022541 48218 train 0.019907 48219 train 0.018249 48220 train 0.021282 48221 train 0.022689 48222 train 0.019751 48223 train 0.021642 48224 train 0.018775 48225 val 19.8953 48225 train 0.018829 48226 train 0.018861 48227 train 0.021519 48228 train 0.021364 48229 train 0.023778 48230 train 0.017962 48231 train 0.018742 48232 train 0.019644 48233 train 0.020176 48234 train 0.019083 48235 train 0.020095 48236 train 0.022018 48237 train 0.019320 48238 train 0.019493 48239 train 0.020444 48240 train 0.020639 48241 train 0.020692 48242 train 0.023131 48243 train 0.018683 48244 train 0.019152 48245 train 0.023950 48246 train 0.021973 48247 train 0.021871 48248 train 0.020830 48249 train 0.023839 48250 val 19.7677 48250 train 0.020208 48251 train 0.019640 48252 train 0.020043 48253 train 0.023046 48254 train 0.017804 48255 train 0.016407 48256 train 0.024646 48257 train 0.019163 48258 train 0.019209 48259 train 0.018860 48260 train 0.018123 48261 train 0.021593 48262 train 0.020176 48263 train 0.021342 48264 train 0.018586 48265 train 0.022418 48266 train 0.021491 48267 train 0.018175 48268 train 0.019312 48269 train 0.027406 48270 train 0.017163 48271 train 0.019797 48272 train 0.021042 48273 train 0.021627 48274 train 0.019995 48275 val 19.8423 48275 train 0.019289 48276 train 0.020289 48277 train 0.022606 48278 train 0.020250 48279 train 0.021137 48280 train 0.018125 48281 train 0.039565 48282 train 0.019103 48283 train 0.020070 48284 train 0.018483 48285 train 0.019011 48286 train 0.020704 48287 train 0.021921 48288 train 0.022491 48289 train 0.020568 48290 train 0.019829 48291 train 0.018724 48292 train 0.026648 48293 train 0.019273 48294 train 0.019655 48295 train 0.018899 48296 train 0.017947 48297 train 0.020189 48298 train 0.018142 48299 train 0.019558 48300 val 19.8637 48300 train 0.017912 48301 train 0.020167 48302 train 0.019550 48303 train 0.020741 48304 train 0.018757 48305 train 0.022100 48306 train 0.018193 48307 train 0.020521 48308 train 0.019747 48309 train 0.019640 48310 train 0.018416 48311 train 0.016840 48312 train 0.021614 48313 train 0.019365 48314 train 0.019360 48315 train 0.019008 48316 train 0.018459 48317 train 0.029689 48318 train 0.022248 48319 train 0.024248 48320 train 0.023207 48321 train 0.017856 48322 train 0.019321 48323 train 0.017213 48324 train 0.019867 48325 val 19.8435 48325 train 0.019552 48326 train 0.018638 48327 train 0.019355 48328 train 0.021650 48329 train 0.023761 48330 train 0.020362 48331 train 0.020679 48332 train 0.018776 48333 train 0.018718 48334 train 0.017692 48335 train 0.020076 48336 train 0.019982 48337 train 0.020682 48338 train 0.019848 48339 train 0.019303 48340 train 0.017252 48341 train 0.019415 48342 train 0.018444 48343 train 0.020027 48344 train 0.018322 48345 train 0.017763 48346 train 0.018026 48347 train 0.018526 48348 train 0.018975 48349 train 0.017249 48350 val 19.8496 48350 train 0.018649 48351 train 0.020054 48352 train 0.017630 48353 train 0.028225 48354 train 0.018771 48355 train 0.019307 48356 train 0.022086 48357 train 0.020243 48358 train 0.020695 48359 train 0.016504 48360 train 0.021215 48361 train 0.021739 48362 train 0.019611 48363 train 0.018621 48364 train 0.019945 48365 train 0.017996 48366 train 0.017534 48367 train 0.019264 48368 train 0.019162 48369 train 0.019144 48370 train 0.017084 48371 train 0.021452 48372 train 0.021338 48373 train 0.018266 48374 train 0.023728 48375 val 19.9119 48375 train 0.018530 48376 train 0.018425 48377 train 0.016511 48378 train 0.018497 48379 train 0.018855 48380 train 0.020970 48381 train 0.018574 48382 train 0.019470 48383 train 0.018179 48384 train 0.019014 48385 train 0.019153 48386 train 0.017785 48387 train 0.017574 48388 train 0.018844 48389 train 0.020840 48390 train 0.016940 48391 train 0.019081 48392 train 0.021337 48393 train 0.021746 48394 train 0.019193 48395 train 0.018056 48396 train 0.020306 48397 train 0.020541 48398 train 0.019862 48399 train 0.018852 48400 val 19.8285 48400 train 0.023660 48401 train 0.019565 48402 train 0.023248 48403 train 0.020197 48404 train 0.019075 48405 train 0.017741 48406 train 0.017572 48407 train 0.019281 48408 train 0.020261 48409 train 0.017585 48410 train 0.020872 48411 train 0.018755 48412 train 0.018923 48413 train 0.018160 48414 train 0.019397 48415 train 0.023492 48416 train 0.020693 48417 train 0.021890 48418 train 0.017536 48419 train 0.017674 48420 train 0.021330 48421 train 0.016583 48422 train 0.017735 48423 train 0.020087 48424 train 0.021289 48425 val 19.9020 48425 train 0.024201 48426 train 0.021449 48427 train 0.018677 48428 train 0.019319 48429 train 0.022094 48430 train 0.017104 48431 train 0.016383 48432 train 0.018002 48433 train 0.019776 48434 train 0.023654 48435 train 0.017479 48436 train 0.020134 48437 train 0.018157 48438 train 0.022158 48439 train 0.022116 48440 train 0.022952 48441 train 0.020715 48442 train 0.018888 48443 train 0.019722 48444 train 0.021388 48445 train 0.020901 48446 train 0.021241 48447 train 0.017714 48448 train 0.023045 48449 train 0.018224 48450 val 19.8922 48450 train 0.018857 48451 train 0.020289 48452 train 0.020190 48453 train 0.020329 48454 train 0.017191 48455 train 0.019450 48456 train 0.027810 48457 train 0.017883 48458 train 0.019514 48459 train 0.026920 48460 train 0.020807 48461 train 0.021143 48462 train 0.021734 48463 train 0.017613 48464 train 0.018503 48465 train 0.023302 48466 train 0.017766 48467 train 0.018803 48468 train 0.018831 48469 train 0.018713 48470 train 0.020209 48471 train 0.019433 48472 train 0.017484 48473 train 0.019162 48474 train 0.022569 48475 val 19.8404 48475 train 0.020557 48476 train 0.026697 48477 train 0.019622 48478 train 0.018551 48479 train 0.018600 48480 train 0.021399 48481 train 0.020882 48482 train 0.020514 48483 train 0.018129 48484 train 0.021201 48485 train 0.016728 48486 train 0.020541 48487 train 0.018074 48488 train 0.018767 48489 train 0.021151 48490 train 0.017306 48491 train 0.018053 48492 train 0.020543 48493 train 0.019886 48494 train 0.018418 48495 train 0.069459 48496 train 0.018993 48497 train 0.021567 48498 train 0.022796 48499 train 0.021321 48500 val 19.8270 48500 train 0.018841 48501 train 0.026027 48502 train 0.019002 48503 train 0.021379 48504 train 0.022877 48505 train 0.018893 48506 train 0.019955 48507 train 0.023313 48508 train 0.021133 48509 train 0.020567 48510 train 0.019133 48511 train 0.018976 48512 train 0.018962 48513 train 0.020318 48514 train 0.019745 48515 train 0.023383 48516 train 0.020190 48517 train 0.020029 48518 train 0.019179 48519 train 0.017274 48520 train 0.020943 48521 train 0.020816 48522 train 0.020705 48523 train 0.015379 48524 train 0.018103 48525 val 19.8879 48525 train 0.021522 48526 train 0.019202 48527 train 0.019827 48528 train 0.018680 48529 train 0.018706 48530 train 0.017672 48531 train 0.040556 48532 train 0.024716 48533 train 0.020161 48534 train 0.024241 48535 train 0.020116 48536 train 0.018227 48537 train 0.024374 48538 train 0.021187 48539 train 0.020433 48540 train 0.020786 48541 train 0.017216 48542 train 0.023102 48543 train 0.018715 48544 train 0.017547 48545 train 0.018239 48546 train 0.021088 48547 train 0.020483 48548 train 0.018453 48549 train 0.019668 48550 val 19.8538 48550 train 0.019107 48551 train 0.021006 48552 train 0.021015 48553 train 0.019852 48554 train 0.018081 48555 train 0.016971 48556 train 0.021657 48557 train 0.019553 48558 train 0.020470 48559 train 0.017386 48560 train 0.018762 48561 train 0.022919 48562 train 0.017611 48563 train 0.020363 48564 train 0.017258 48565 train 0.018476 48566 train 0.017549 48567 train 0.037462 48568 train 0.020866 48569 train 0.020748 48570 train 0.020692 48571 train 0.018354 48572 train 0.018240 48573 train 0.021942 48574 train 0.017664 48575 val 19.7799 48575 train 0.018249 48576 train 0.020827 48577 train 0.017919 48578 train 0.018860 48579 train 0.021169 48580 train 0.017963 48581 train 0.017152 48582 train 0.022093 48583 train 0.017425 48584 train 0.017752 48585 train 0.017676 48586 train 0.017528 48587 train 0.020273 48588 train 0.017886 48589 train 0.018711 48590 train 0.016646 48591 train 0.016013 48592 train 0.016908 48593 train 0.017081 48594 train 0.017960 48595 train 0.019370 48596 train 0.020054 48597 train 0.027875 48598 train 0.016973 48599 train 0.022129 48600 val 19.8822 48600 train 0.016981 48601 train 0.017542 48602 train 0.018309 48603 train 0.019123 48604 train 0.019338 48605 train 0.019168 48606 train 0.018909 48607 train 0.018412 48608 train 0.019859 48609 train 0.019729 48610 train 0.015707 48611 train 0.018028 48612 train 0.018507 48613 train 0.019093 48614 train 0.018858 48615 train 0.020092 48616 train 0.016567 48617 train 0.019687 48618 train 0.018659 48619 train 0.018590 48620 train 0.021375 48621 train 0.018501 48622 train 0.019485 48623 train 0.019935 48624 train 0.017486 48625 val 19.8051 48625 train 0.019256 48626 train 0.020103 48627 train 0.015794 48628 train 0.016934 48629 train 0.017617 48630 train 0.020000 48631 train 0.018677 48632 train 0.019307 48633 train 0.019522 48634 train 0.021054 48635 train 0.019627 48636 train 0.018511 48637 train 0.019402 48638 train 0.018659 48639 train 0.018557 48640 train 0.020043 48641 train 0.017259 48642 train 0.020430 48643 train 0.021143 48644 train 0.019178 48645 train 0.017822 48646 train 0.017527 48647 train 0.019889 48648 train 0.019499 48649 train 0.018837 48650 val 19.7982 48650 train 0.022097 48651 train 0.018077 48652 train 0.020135 48653 train 0.020214 48654 train 0.018704 48655 train 0.019123 48656 train 0.018577 48657 train 0.019617 48658 train 0.020540 48659 train 0.021814 48660 train 0.018765 48661 train 0.020281 48662 train 0.017638 48663 train 0.018065 48664 train 0.020164 48665 train 0.019834 48666 train 0.020760 48667 train 0.016189 48668 train 0.022915 48669 train 0.019323 48670 train 0.020644 48671 train 0.019499 48672 train 0.021751 48673 train 0.021408 48674 train 0.020875 48675 val 19.8165 48675 train 0.017834 48676 train 0.018433 48677 train 0.018350 48678 train 0.020883 48679 train 0.020770 48680 train 0.018774 48681 train 0.019599 48682 train 0.020191 48683 train 0.017854 48684 train 0.019900 48685 train 0.022591 48686 train 0.030179 48687 train 0.017917 48688 train 0.020364 48689 train 0.019988 48690 train 0.019608 48691 train 0.017954 48692 train 0.018490 48693 train 0.020450 48694 train 0.017182 48695 train 0.020291 48696 train 0.021337 48697 train 0.018657 48698 train 0.016972 48699 train 0.017469 48700 val 19.8411 48700 train 0.020515 48701 train 0.017943 48702 train 0.018981 48703 train 0.022112 48704 train 0.019860 48705 train 0.022286 48706 train 0.019701 48707 train 0.021582 48708 train 0.019876 48709 train 0.021215 48710 train 0.023221 48711 train 0.016444 48712 train 0.017994 48713 train 0.020199 48714 train 0.019046 48715 train 0.019687 48716 train 0.019108 48717 train 0.017656 48718 train 0.019693 48719 train 0.019984 48720 train 0.018816 48721 train 0.022229 48722 train 0.042839 48723 train 0.016956 48724 train 0.020311 48725 val 19.7926 48725 train 0.017069 48726 train 0.018283 48727 train 0.020155 48728 train 0.021723 48729 train 0.023436 48730 train 0.019410 48731 train 0.019418 48732 train 0.021094 48733 train 0.017755 48734 train 0.017910 48735 train 0.023088 48736 train 0.020235 48737 train 0.017535 48738 train 0.018274 48739 train 0.018041 48740 train 0.017600 48741 train 0.018534 48742 train 0.020180 48743 train 0.047727 48744 train 0.021426 48745 train 0.021201 48746 train 0.020565 48747 train 0.018732 48748 train 0.019448 48749 train 0.019853 48750 val 19.8129 48750 train 0.021297 48751 train 0.022392 48752 train 0.018976 48753 train 0.018919 48754 train 0.019849 48755 train 0.020278 48756 train 0.018158 48757 train 0.023125 48758 train 0.035140 48759 train 0.018261 48760 train 0.018975 48761 train 0.017670 48762 train 0.020597 48763 train 0.017639 48764 train 0.023475 48765 train 0.024012 48766 train 0.023102 48767 train 0.021681 48768 train 0.020147 48769 train 0.019055 48770 train 0.017306 48771 train 0.018340 48772 train 0.016677 48773 train 0.019292 48774 train 0.020335 48775 val 19.8824 48775 train 0.019511 48776 train 0.018162 48777 train 0.019315 48778 train 0.020123 48779 train 0.027906 48780 train 0.021314 48781 train 0.017276 48782 train 0.019281 48783 train 0.020130 48784 train 0.019054 48785 train 0.023601 48786 train 0.019730 48787 train 0.020418 48788 train 0.017678 48789 train 0.017087 48790 train 0.016995 48791 train 0.018032 48792 train 0.017139 48793 train 0.020201 48794 train 0.029737 48795 train 0.018905 48796 train 0.022298 48797 train 0.018438 48798 train 0.019424 48799 train 0.017328 48800 val 19.8406 48800 train 0.020699 48801 train 0.018456 48802 train 0.021158 48803 train 0.017736 48804 train 0.020139 48805 train 0.019893 48806 train 0.019259 48807 train 0.018915 48808 train 0.018454 48809 train 0.021554 48810 train 0.024398 48811 train 0.019687 48812 train 0.017647 48813 train 0.020324 48814 train 0.018891 48815 train 0.025255 48816 train 0.017930 48817 train 0.016358 48818 train 0.016664 48819 train 0.018397 48820 train 0.016723 48821 train 0.019743 48822 train 0.017861 48823 train 0.018788 48824 train 0.018561 48825 val 19.8704 48825 train 0.017557 48826 train 0.021054 48827 train 0.018743 48828 train 0.021227 48829 train 0.019069 48830 train 0.026356 48831 train 0.018087 48832 train 0.021762 48833 train 0.021119 48834 train 0.020842 48835 train 0.018898 48836 train 0.018570 48837 train 0.018763 48838 train 0.019565 48839 train 0.016564 48840 train 0.019723 48841 train 0.019750 48842 train 0.018024 48843 train 0.016606 48844 train 0.018139 48845 train 0.018506 48846 train 0.018874 48847 train 0.018818 48848 train 0.019546 48849 train 0.020405 48850 val 19.8373 48850 train 0.019496 48851 train 0.018714 48852 train 0.023519 48853 train 0.017506 48854 train 0.019093 48855 train 0.016715 48856 train 0.016801 48857 train 0.016971 48858 train 0.019027 48859 train 0.026889 48860 train 0.020597 48861 train 0.019082 48862 train 0.020971 48863 train 0.016057 48864 train 0.018092 48865 train 0.019532 48866 train 0.020080 48867 train 0.018134 48868 train 0.024163 48869 train 0.024319 48870 train 0.016502 48871 train 0.016767 48872 train 0.016808 48873 train 0.017193 48874 train 0.019741 48875 val 19.7880 48875 train 0.019150 48876 train 0.019056 48877 train 0.021292 48878 train 0.019418 48879 train 0.017266 48880 train 0.018562 48881 train 0.018705 48882 train 0.018992 48883 train 0.018164 48884 train 0.021024 48885 train 0.020386 48886 train 0.017569 48887 train 0.019013 48888 train 0.021036 48889 train 0.017441 48890 train 0.019889 48891 train 0.019950 48892 train 0.019666 48893 train 0.019665 48894 train 0.019511 48895 train 0.022952 48896 train 0.023654 48897 train 0.019530 48898 train 0.025070 48899 train 0.018473 48900 val 19.7598 48900 train 0.017669 48901 train 0.018934 48902 train 0.016086 48903 train 0.019790 48904 train 0.019255 48905 train 0.023037 48906 train 0.018160 48907 train 0.016923 48908 train 0.018917 48909 train 0.019092 48910 train 0.018092 48911 train 0.020369 48912 train 0.018162 48913 train 0.022857 48914 train 0.020858 48915 train 0.017576 48916 train 0.020606 48917 train 0.020574 48918 train 0.018859 48919 train 0.017639 48920 train 0.018943 48921 train 0.019248 48922 train 0.016718 48923 train 0.019221 48924 train 0.021752 48925 val 19.8293 48925 train 0.018543 48926 train 0.022827 48927 train 0.017403 48928 train 0.015995 48929 train 0.018480 48930 train 0.018906 48931 train 0.018215 48932 train 0.020772 48933 train 0.016684 48934 train 0.024982 48935 train 0.018641 48936 train 0.019406 48937 train 0.023667 48938 train 0.015965 48939 train 0.021718 48940 train 0.019246 48941 train 0.020075 48942 train 0.018875 48943 train 0.019131 48944 train 0.023065 48945 train 0.019169 48946 train 0.020218 48947 train 0.017879 48948 train 0.017153 48949 train 0.018726 48950 val 19.8046 48950 train 0.020472 48951 train 0.021816 48952 train 0.018398 48953 train 0.021023 48954 train 0.019466 48955 train 0.017691 48956 train 0.022063 48957 train 0.030920 48958 train 0.016584 48959 train 0.021499 48960 train 0.018323 48961 train 0.019183 48962 train 0.020087 48963 train 0.021001 48964 train 0.019074 48965 train 0.019118 48966 train 0.021795 48967 train 0.019221 48968 train 0.020785 48969 train 0.015617 48970 train 0.033237 48971 train 0.020478 48972 train 0.017115 48973 train 0.020146 48974 train 0.019478 48975 val 19.7332 48975 train 0.022474 48976 train 0.023175 48977 train 0.023608 48978 train 0.021113 48979 train 0.018249 48980 train 0.020392 48981 train 0.021330 48982 train 0.021759 48983 train 0.018488 48984 train 0.016001 48985 train 0.020598 48986 train 0.020664 48987 train 0.024957 48988 train 0.020795 48989 train 0.019416 48990 train 0.017722 48991 train 0.018096 48992 train 0.020624 48993 train 0.024160 48994 train 0.018056 48995 train 0.028427 48996 train 0.020779 48997 train 0.019577 48998 train 0.018922 48999 train 0.019839 49000 val 19.8086 49000 train 0.021647 49001 train 0.020283 49002 train 0.018479 49003 train 0.017572 49004 train 0.018323 49005 train 0.017650 49006 train 0.123730 49007 train 0.020504 49008 train 0.022277 49009 train 0.022964 49010 train 0.022262 49011 train 0.022341 49012 train 0.019491 49013 train 0.019701 49014 train 0.022564 49015 train 0.020873 49016 train 0.021230 49017 train 0.022387 49018 train 0.021528 49019 train 0.024307 49020 train 0.018196 49021 train 0.024779 49022 train 0.023170 49023 train 0.022337 49024 train 0.019245 49025 val 19.8140 49025 train 0.016825 49026 train 0.019199 49027 train 0.020106 49028 train 0.019507 49029 train 0.031749 49030 train 0.017453 49031 train 0.016917 49032 train 0.019806 49033 train 0.020315 49034 train 0.021027 49035 train 0.015707 49036 train 0.021647 49037 train 0.018170 49038 train 0.018698 49039 train 0.018853 49040 train 0.017572 49041 train 0.019575 49042 train 0.026931 49043 train 0.022484 49044 train 0.017878 49045 train 0.020105 49046 train 0.018998 49047 train 0.016802 49048 train 0.017106 49049 train 0.016316 49050 val 19.7144 49050 train 0.020213 49051 train 0.016694 49052 train 0.018201 49053 train 0.020358 49054 train 0.016699 49055 train 0.018611 49056 train 0.016085 49057 train 0.020457 49058 train 0.018580 49059 train 0.017089 49060 train 0.014391 49061 train 0.015152 49062 train 0.015791 49063 train 0.015333 49064 train 0.018215 49065 train 0.025231 49066 train 0.016645 49067 train 0.015307 49068 train 0.016341 49069 train 0.017960 49070 train 0.016869 49071 train 0.014033 49072 train 0.018426 49073 train 0.016549 49074 train 0.015815 49075 val 19.7754 49075 train 0.016739 49076 train 0.015946 49077 train 0.019424 49078 train 0.020907 49079 train 0.019118 49080 train 0.016827 49081 train 0.015941 49082 train 0.015400 49083 train 0.016819 49084 train 0.017609 49085 train 0.015042 49086 train 0.020820 49087 train 0.016308 49088 train 0.015089 49089 train 0.018473 49090 train 0.017709 49091 train 0.017226 49092 train 0.016238 49093 train 0.017545 49094 train 0.019124 49095 train 0.017137 49096 train 0.014959 49097 train 0.015575 49098 train 0.014508 49099 train 0.018329 49100 val 19.8450 49100 train 0.019032 49101 train 0.050960 49102 train 0.016691 49103 train 0.016754 49104 train 0.017486 49105 train 0.025438 49106 train 0.015670 49107 train 0.017857 49108 train 0.021508 49109 train 0.019687 49110 train 0.017118 49111 train 0.019963 49112 train 0.018450 49113 train 0.019548 49114 train 0.023168 49115 train 0.022802 49116 train 0.019031 49117 train 0.016383 49118 train 0.017121 49119 train 0.019465 49120 train 0.017995 49121 train 0.018741 49122 train 0.020854 49123 train 0.021279 49124 train 0.019123 49125 val 19.8262 49125 train 0.018222 49126 train 0.021500 49127 train 0.019680 49128 train 0.018305 49129 train 0.019107 49130 train 0.020116 49131 train 0.019915 49132 train 0.017651 49133 train 0.019683 49134 train 0.016744 49135 train 0.021985 49136 train 0.020947 49137 train 0.031441 49138 train 0.017918 49139 train 0.019923 49140 train 0.021524 49141 train 0.056597 49142 train 0.017320 49143 train 0.018530 49144 train 0.022588 49145 train 0.022140 49146 train 0.021824 49147 train 0.020223 49148 train 0.019397 49149 train 0.021446 49150 val 19.7987 49150 train 0.020833 49151 train 0.024422 49152 train 0.020579 49153 train 0.017877 49154 train 0.017288 49155 train 0.020571 49156 train 0.021498 49157 train 0.017985 49158 train 0.018904 49159 train 0.028532 49160 train 0.020891 49161 train 0.019342 49162 train 0.019568 49163 train 0.018271 49164 train 0.019168 49165 train 0.018670 49166 train 0.019461 49167 train 0.022277 49168 train 0.019362 49169 train 0.020876 49170 train 0.018383 49171 train 0.024110 49172 train 0.021266 49173 train 0.025002 49174 train 0.020049 49175 val 19.8270 49175 train 0.019405 49176 train 0.017239 49177 train 0.029527 49178 train 0.016216 49179 train 0.018423 49180 train 0.019602 49181 train 0.022262 49182 train 0.020298 49183 train 0.020300 49184 train 0.018225 49185 train 0.018198 49186 train 0.027527 49187 train 0.022347 49188 train 0.018480 49189 train 0.022955 49190 train 0.019832 49191 train 0.018057 49192 train 0.017107 49193 train 0.016932 49194 train 0.018458 49195 train 0.020197 49196 train 0.017906 49197 train 0.019676 49198 train 0.019139 49199 train 0.019565 49200 val 19.8810 49200 train 0.017128 49201 train 0.017334 49202 train 0.018761 49203 train 0.020660 49204 train 0.020190 49205 train 0.016454 49206 train 0.019963 49207 train 0.019402 49208 train 0.019527 49209 train 0.020057 49210 train 0.018839 49211 train 0.016730 49212 train 0.016127 49213 train 0.023922 49214 train 0.015379 49215 train 0.019430 49216 train 0.020087 49217 train 0.016106 49218 train 0.016645 49219 train 0.019929 49220 train 0.017022 49221 train 0.017170 49222 train 0.045791 49223 train 0.018579 49224 train 0.016898 49225 val 19.8471 49225 train 0.018559 49226 train 0.018396 49227 train 0.019483 49228 train 0.018264 49229 train 0.018068 49230 train 0.019517 49231 train 0.018952 49232 train 0.018021 49233 train 0.019023 49234 train 0.018451 49235 train 0.018847 49236 train 0.024959 49237 train 0.018052 49238 train 0.019773 49239 train 0.020223 49240 train 0.020471 49241 train 0.019001 49242 train 0.018057 49243 train 0.016285 49244 train 0.017596 49245 train 0.021295 49246 train 0.018222 49247 train 0.016807 49248 train 0.017394 49249 train 0.020009 49250 val 19.8057 49250 train 0.017286 49251 train 0.021326 49252 train 0.018603 49253 train 0.014820 49254 train 0.016879 49255 train 0.018263 49256 train 0.016822 49257 train 0.021631 49258 train 0.029849 49259 train 0.018697 49260 train 0.018066 49261 train 0.018008 49262 train 0.019606 49263 train 0.018318 49264 train 0.019897 49265 train 0.020148 49266 train 0.017878 49267 train 0.021063 49268 train 0.018419 49269 train 0.017976 49270 train 0.019888 49271 train 0.018255 49272 train 0.027019 49273 train 0.018783 49274 train 0.019191 49275 val 19.7094 49275 train 0.019180 49276 train 0.019228 49277 train 0.017284 49278 train 0.017478 49279 train 0.017346 49280 train 0.016592 49281 train 0.017268 49282 train 0.016501 49283 train 0.017576 49284 train 0.017639 49285 train 0.018900 49286 train 0.019758 49287 train 0.020692 49288 train 0.019007 49289 train 0.017284 49290 train 0.017623 49291 train 0.021536 49292 train 0.018836 49293 train 0.025902 49294 train 0.023397 49295 train 0.020014 49296 train 0.018946 49297 train 0.020042 49298 train 0.017721 49299 train 0.020249 49300 val 19.7173 49300 train 0.018767 49301 train 0.016820 49302 train 0.018372 49303 train 0.016444 49304 train 0.020362 49305 train 0.023803 49306 train 0.022944 49307 train 0.019093 49308 train 0.024924 49309 train 0.020317 49310 train 0.019210 49311 train 0.019938 49312 train 0.019504 49313 train 0.020449 49314 train 0.018314 49315 train 0.016900 49316 train 0.022177 49317 train 0.016396 49318 train 0.018166 49319 train 0.015080 49320 train 0.017766 49321 train 0.019388 49322 train 0.019132 49323 train 0.016770 49324 train 0.018518 49325 val 19.7845 49325 train 0.017585 49326 train 0.017374 49327 train 0.021865 49328 train 0.019389 49329 train 0.020388 49330 train 0.016883 49331 train 0.020559 49332 train 0.020789 49333 train 0.019091 49334 train 0.016475 49335 train 0.022524 49336 train 0.017737 49337 train 0.017774 49338 train 0.019369 49339 train 0.019061 49340 train 0.019828 49341 train 0.020905 49342 train 0.021379 49343 train 0.017647 49344 train 0.019506 49345 train 0.020126 49346 train 0.019217 49347 train 0.022695 49348 train 0.021112 49349 train 0.018782 49350 val 19.8091 49350 train 0.019152 49351 train 0.018980 49352 train 0.018860 49353 train 0.021610 49354 train 0.021986 49355 train 0.016928 49356 train 0.018141 49357 train 0.017206 49358 train 0.018039 49359 train 0.016221 49360 train 0.017743 49361 train 0.018131 49362 train 0.017860 49363 train 0.019983 49364 train 0.016828 49365 train 0.018052 49366 train 0.016610 49367 train 0.020491 49368 train 0.017437 49369 train 0.022769 49370 train 0.017455 49371 train 0.021235 49372 train 0.017044 49373 train 0.016425 49374 train 0.018092 49375 val 19.7950 49375 train 0.019317 49376 train 0.018191 49377 train 0.021253 49378 train 0.018395 49379 train 0.021040 49380 train 0.016323 49381 train 0.018633 49382 train 0.017313 49383 train 0.019381 49384 train 0.019189 49385 train 0.017356 49386 train 0.020258 49387 train 0.019043 49388 train 0.020250 49389 train 0.025794 49390 train 0.020092 49391 train 0.018482 49392 train 0.016884 49393 train 0.017279 49394 train 0.017547 49395 train 0.018448 49396 train 0.018747 49397 train 0.018214 49398 train 0.020825 49399 train 0.021602 49400 val 19.8092 49400 train 0.017094 49401 train 0.016818 49402 train 0.017430 49403 train 0.021827 49404 train 0.016851 49405 train 0.020972 49406 train 0.021796 49407 train 0.018079 49408 train 0.018330 49409 train 0.018327 49410 train 0.017314 49411 train 0.021394 49412 train 0.018698 49413 train 0.018974 49414 train 0.016845 49415 train 0.022109 49416 train 0.017841 49417 train 0.018382 49418 train 0.019172 49419 train 0.024976 49420 train 0.018514 49421 train 0.017153 49422 train 0.020397 49423 train 0.019627 49424 train 0.018041 49425 val 19.7571 49425 train 0.016826 49426 train 0.017604 49427 train 0.020416 49428 train 0.017750 49429 train 0.018288 49430 train 0.018575 49431 train 0.016816 49432 train 0.020830 49433 train 0.019009 49434 train 0.022545 49435 train 0.021504 49436 train 0.016861 49437 train 0.016734 49438 train 0.017312 49439 train 0.035446 49440 train 0.018469 49441 train 0.022329 49442 train 0.026613 49443 train 0.020861 49444 train 0.017466 49445 train 0.017824 49446 train 0.020479 49447 train 0.026965 49448 train 0.018217 49449 train 0.017482 49450 val 19.8227 49450 train 0.020082 49451 train 0.023079 49452 train 0.019828 49453 train 0.019520 49454 train 0.021887 49455 train 0.025788 49456 train 0.015782 49457 train 0.017030 49458 train 0.018778 49459 train 0.019434 49460 train 0.019863 49461 train 0.016055 49462 train 0.018315 49463 train 0.019059 49464 train 0.018512 49465 train 0.017630 49466 train 0.017451 49467 train 0.016647 49468 train 0.020024 49469 train 0.019754 49470 train 0.020107 49471 train 0.020384 49472 train 0.016055 49473 train 0.018087 49474 train 0.017289 49475 val 19.8269 49475 train 0.021235 49476 train 0.022768 49477 train 0.022656 49478 train 0.025078 49479 train 0.018780 49480 train 0.017661 49481 train 0.019023 49482 train 0.018428 49483 train 0.026537 49484 train 0.018102 49485 train 0.018991 49486 train 0.019491 49487 train 0.019205 49488 train 0.017531 49489 train 0.018347 49490 train 0.019796 49491 train 0.021139 49492 train 0.017217 49493 train 0.019003 49494 train 0.018190 49495 train 0.021088 49496 train 0.020427 49497 train 0.017235 49498 train 0.018191 49499 train 0.017047 49500 val 19.8534 49500 train 0.019404 49501 train 0.016858 49502 train 0.017662 49503 train 0.018299 49504 train 0.019622 49505 train 0.019419 49506 train 0.017836 49507 train 0.016379 49508 train 0.019093 49509 train 0.017421 49510 train 0.019328 49511 train 0.018665 49512 train 0.019319 49513 train 0.018562 49514 train 0.019776 49515 train 0.018865 49516 train 0.019670 49517 train 0.020366 49518 train 0.016986 49519 train 0.016317 49520 train 0.019388 49521 train 0.018842 49522 train 0.016630 49523 train 0.020084 49524 train 0.017973 49525 val 19.8807 49525 train 0.020090 49526 train 0.019099 49527 train 0.015085 49528 train 0.016828 49529 train 0.019019 49530 train 0.017621 49531 train 0.018121 49532 train 0.017485 49533 train 0.015662 49534 train 0.017263 49535 train 0.016891 49536 train 0.018999 49537 train 0.016724 49538 train 0.020630 49539 train 0.018770 49540 train 0.016237 49541 train 0.018237 49542 train 0.016292 49543 train 0.020091 49544 train 0.020369 49545 train 0.017149 49546 train 0.019031 49547 train 0.019629 49548 train 0.018899 49549 train 0.019211 49550 val 19.8524 49550 train 0.017819 49551 train 0.019738 49552 train 0.018440 49553 train 0.018407 49554 train 0.018663 49555 train 0.017013 49556 train 0.016639 49557 train 0.021106 49558 train 0.018649 49559 train 0.017394 49560 train 0.019007 49561 train 0.019120 49562 train 0.017228 49563 train 0.016867 49564 train 0.019382 49565 train 0.018827 49566 train 0.020846 49567 train 0.019659 49568 train 0.019795 49569 train 0.016171 49570 train 0.017500 49571 train 0.018499 49572 train 0.017558 49573 train 0.016327 49574 train 0.019285 49575 val 19.8852 49575 train 0.017050 49576 train 0.016822 49577 train 0.019633 49578 train 0.019206 49579 train 0.019452 49580 train 0.018264 49581 train 0.020808 49582 train 0.021498 49583 train 0.019491 49584 train 0.016436 49585 train 0.018760 49586 train 0.016675 49587 train 0.020262 49588 train 0.020806 49589 train 0.018912 49590 train 0.016852 49591 train 0.015703 49592 train 0.016533 49593 train 0.015422 49594 train 0.016635 49595 train 0.018201 49596 train 0.019614 49597 train 0.019042 49598 train 0.017438 49599 train 0.017426 49600 val 19.9434 49600 train 0.021899 49601 train 0.018899 49602 train 0.024663 49603 train 0.020218 49604 train 0.018727 49605 train 0.016169 49606 train 0.017189 49607 train 0.018816 49608 train 0.018668 49609 train 0.016875 49610 train 0.021425 49611 train 0.019373 49612 train 0.016325 49613 train 0.018171 49614 train 0.017163 49615 train 0.019607 49616 train 0.020120 49617 train 0.019830 49618 train 0.020941 49619 train 0.020908 49620 train 0.018036 49621 train 0.017000 49622 train 0.017515 49623 train 0.021148 49624 train 0.021317 49625 val 19.8973 49625 train 0.019713 49626 train 0.021149 49627 train 0.015976 49628 train 0.026725 49629 train 0.017566 49630 train 0.017712 49631 train 0.019241 49632 train 0.022192 49633 train 0.019375 49634 train 0.018488 49635 train 0.016914 49636 train 0.019101 49637 train 0.021448 49638 train 0.023399 49639 train 0.019512 49640 train 0.018664 49641 train 0.017916 49642 train 0.020888 49643 train 0.018624 49644 train 0.015840 49645 train 0.015707 49646 train 0.019821 49647 train 0.019970 49648 train 0.017112 49649 train 0.021281 49650 val 19.8234 49650 train 0.019887 49651 train 0.016887 49652 train 0.018773 49653 train 0.019985 49654 train 0.018801 49655 train 0.019777 49656 train 0.019903 49657 train 0.017065 49658 train 0.017119 49659 train 0.019813 49660 train 0.029273 49661 train 0.020177 49662 train 0.023114 49663 train 0.016447 49664 train 0.066944 49665 train 0.020042 49666 train 0.018499 49667 train 0.021181 49668 train 0.020998 49669 train 0.021945 49670 train 0.018801 49671 train 0.021775 49672 train 0.021419 49673 train 0.021757 49674 train 0.020891 49675 val 19.8567 49675 train 0.017713 49676 train 0.018673 49677 train 0.017391 49678 train 0.020324 49679 train 0.020308 49680 train 0.019205 49681 train 0.016692 49682 train 0.023168 49683 train 0.019681 49684 train 0.019145 49685 train 0.020816 49686 train 0.018979 49687 train 0.017463 49688 train 0.020155 49689 train 0.020111 49690 train 0.022591 49691 train 0.021222 49692 train 0.019471 49693 train 0.018237 49694 train 0.019580 49695 train 0.019981 49696 train 0.023246 49697 train 0.016954 49698 train 0.019024 49699 train 0.018703 49700 val 19.8311 49700 train 0.028241 49701 train 0.021953 49702 train 0.020376 49703 train 0.019550 49704 train 0.016823 49705 train 0.017332 49706 train 0.014842 49707 train 0.020058 49708 train 0.017626 49709 train 0.018060 49710 train 0.016965 49711 train 0.015093 49712 train 0.018464 49713 train 0.014955 49714 train 0.018998 49715 train 0.018117 49716 train 0.020153 49717 train 0.015232 49718 train 0.018341 49719 train 0.018083 49720 train 0.016473 49721 train 0.016690 49722 train 0.018505 49723 train 0.016559 49724 train 0.018657 49725 val 19.7533 49725 train 0.019226 49726 train 0.022788 49727 train 0.015506 49728 train 0.017769 49729 train 0.017771 49730 train 0.019974 49731 train 0.016366 49732 train 0.019703 49733 train 0.018977 49734 train 0.018396 49735 train 0.018230 49736 train 0.019367 49737 train 0.018895 49738 train 0.016534 49739 train 0.017529 49740 train 0.017909 49741 train 0.016892 49742 train 0.019116 49743 train 0.020187 49744 train 0.015603 49745 train 0.019354 49746 train 0.015595 49747 train 0.020130 49748 train 0.018756 49749 train 0.016523 49750 val 19.8827 49750 train 0.018141 49751 train 0.017032 49752 train 0.017308 49753 train 0.014309 49754 train 0.018692 49755 train 0.016750 49756 train 0.016097 49757 train 0.017144 49758 train 0.020046 49759 train 0.014624 49760 train 0.016771 49761 train 0.016535 49762 train 0.019402 49763 train 0.016690 49764 train 0.017109 49765 train 0.019278 49766 train 0.019998 49767 train 0.019520 49768 train 0.022376 49769 train 0.026965 49770 train 0.018841 49771 train 0.017898 49772 train 0.017766 49773 train 0.016202 49774 train 0.019080 49775 val 19.8295 49775 train 0.020308 49776 train 0.019072 49777 train 0.017599 49778 train 0.016468 49779 train 0.018956 49780 train 0.015666 49781 train 0.018886 49782 train 0.017925 49783 train 0.018861 49784 train 0.019794 49785 train 0.016734 49786 train 0.017560 49787 train 0.020840 49788 train 0.017417 49789 train 0.018866 49790 train 0.018675 49791 train 0.017346 49792 train 0.017125 49793 train 0.017476 49794 train 0.020007 49795 train 0.018114 49796 train 0.019280 49797 train 0.016696 49798 train 0.019083 49799 train 0.016459 49800 val 19.8267 49800 train 0.018418 49801 train 0.021314 49802 train 0.019340 49803 train 0.019840 49804 train 0.020316 49805 train 0.019886 49806 train 0.019783 49807 train 0.017878 49808 train 0.021574 49809 train 0.017614 49810 train 0.019549 49811 train 0.020986 49812 train 0.017121 49813 train 0.021996 49814 train 0.019762 49815 train 0.019312 49816 train 0.017390 49817 train 0.016444 49818 train 0.018780 49819 train 0.018614 49820 train 0.019929 49821 train 0.019869 49822 train 0.019817 49823 train 0.018966 49824 train 0.019697 49825 val 19.8458 49825 train 0.017844 49826 train 0.019747 49827 train 0.017962 49828 train 0.022738 49829 train 0.019695 49830 train 0.019871 49831 train 0.021636 49832 train 0.018842 49833 train 0.021103 49834 train 0.018464 49835 train 0.017349 49836 train 0.020941 49837 train 0.021209 49838 train 0.017761 49839 train 0.021652 49840 train 0.020583 49841 train 0.018103 49842 train 0.017650 49843 train 0.018987 49844 train 0.020746 49845 train 0.017819 49846 train 0.018787 49847 train 0.019204 49848 train 0.019429 49849 train 0.020683 49850 val 19.8300 49850 train 0.021753 49851 train 0.019542 49852 train 0.019036 49853 train 0.017960 49854 train 0.019151 49855 train 0.019013 49856 train 0.019166 49857 train 0.021388 49858 train 0.018532 49859 train 0.017658 49860 train 0.019711 49861 train 0.018899 49862 train 0.017980 49863 train 0.019776 49864 train 0.025257 49865 train 0.018289 49866 train 0.018464 49867 train 0.019957 49868 train 0.021835 49869 train 0.022239 49870 train 0.019808 49871 train 0.018996 49872 train 0.020767 49873 train 0.021689 49874 train 0.019859 49875 val 19.7275 49875 train 0.023944 49876 train 0.019279 49877 train 0.019885 49878 train 0.018152 49879 train 0.021320 49880 train 0.024435 49881 train 0.016165 49882 train 0.022284 49883 train 0.016271 49884 train 0.016673 49885 train 0.017432 49886 train 0.020804 49887 train 0.021605 49888 train 0.019007 49889 train 0.019291 49890 train 0.015636 49891 train 0.020246 49892 train 0.019209 49893 train 0.022663 49894 train 0.019188 49895 train 0.017303 49896 train 0.019547 49897 train 0.017162 49898 train 0.019422 49899 train 0.024753 49900 val 19.7565 49900 train 0.019306 49901 train 0.019617 49902 train 0.018114 49903 train 0.019876 49904 train 0.017697 49905 train 0.022506 49906 train 0.029861 49907 train 0.017750 49908 train 0.019413 49909 train 0.019671 49910 train 0.016599 49911 train 0.017897 49912 train 0.019240 49913 train 0.017352 49914 train 0.015324 49915 train 0.022749 49916 train 0.019742 49917 train 0.019611 49918 train 0.018486 49919 train 0.015987 49920 train 0.018456 49921 train 0.018413 49922 train 0.020298 49923 train 0.020082 49924 train 0.019510 49925 val 19.8159 49925 train 0.016425 49926 train 0.016228 49927 train 0.016183 49928 train 0.015478 49929 train 0.019685 49930 train 0.018463 49931 train 0.016508 49932 train 0.018501 49933 train 0.018074 49934 train 0.018349 49935 train 0.022610 49936 train 0.019115 49937 train 0.018854 49938 train 0.018104 49939 train 0.016530 49940 train 0.015221 49941 train 0.024155 49942 train 0.018520 49943 train 0.023948 49944 train 0.016727 49945 train 0.020105 49946 train 0.017942 49947 train 0.016351 49948 train 0.018058 49949 train 0.017038 49950 val 19.7694 49950 train 0.018232 49951 train 0.018526 49952 train 0.018740 49953 train 0.020660 49954 train 0.020484 49955 train 0.015279 49956 train 0.020431 49957 train 0.019057 49958 train 0.016820 49959 train 0.019084 49960 train 0.017225 49961 train 0.018197 49962 train 0.022443 49963 train 0.017385 49964 train 0.017793 49965 train 0.021839 49966 train 0.017494 49967 train 0.015973 49968 train 0.016458 49969 train 0.019605 49970 train 0.018403 49971 train 0.020775 49972 train 0.020303 49973 train 0.018578 49974 train 0.021768 49975 val 19.7679 49975 train 0.018470 49976 train 0.020391 49977 train 0.029684 49978 train 0.015538 49979 train 0.031862 49980 train 0.017222 49981 train 0.019025 49982 train 0.018046 49983 train 0.019760 49984 train 0.017512 49985 train 0.019194 49986 train 0.019775 49987 train 0.018764 49988 train 0.018905 49989 train 0.017897 49990 train 0.018083 49991 train 0.015898 49992 train 0.018957 49993 train 0.018294 49994 train 0.016733 49995 train 0.018558 49996 train 0.021926 49997 train 0.032235 49998 train 0.019010 49999 train 0.018360 50000 val 19.7857 50000 train 0.017668 50001 train 0.019336 50002 train 0.018026 50003 train 0.016481 50004 train 0.016442 50005 train 0.018207 50006 train 0.018992 50007 train 0.019874 50008 train 0.019489 50009 train 0.017314 50010 train 0.018993 50011 train 0.018803 50012 train 0.019109 50013 train 0.021780 50014 train 0.016031 50015 train 0.024394 50016 train 0.018687 50017 train 0.019960 50018 train 0.017577 50019 train 0.022653 50020 train 0.020574 50021 train 0.016313 50022 train 0.017105 50023 train 0.017103 50024 train 0.015924 50025 val 19.8564 50025 train 0.017232 50026 train 0.019243 50027 train 0.018910 50028 train 0.017563 50029 train 0.016580 50030 train 0.016063 50031 train 0.015953 50032 train 0.020782 50033 train 0.022206 50034 train 0.017850 50035 train 0.019463 50036 train 0.018571 50037 train 0.018845 50038 train 0.018178 50039 train 0.018861 50040 train 0.018124 50041 train 0.016821 50042 train 0.016770 50043 train 0.020582 50044 train 0.021360 50045 train 0.017257 50046 train 0.016117 50047 train 0.019910 50048 train 0.015409 50049 train 0.017481 50050 val 19.8368 50050 train 0.016504 50051 train 0.019261 50052 train 0.018754 50053 train 0.019500 50054 train 0.019387 50055 train 0.015997 50056 train 0.016729 50057 train 0.017785 50058 train 0.017880 50059 train 0.018290 50060 train 0.016868 50061 train 0.018818 50062 train 0.019300 50063 train 0.017614 50064 train 0.016185 50065 train 0.015692 50066 train 0.016578 50067 train 0.017469 50068 train 0.021909 50069 train 0.021382 50070 train 0.016559 50071 train 0.018202 50072 train 0.017888 50073 train 0.016309 50074 train 0.016843 50075 val 19.8759 50075 train 0.021802 50076 train 0.017450 50077 train 0.018029 50078 train 0.017896 50079 train 0.020029 50080 train 0.025858 50081 train 0.019343 50082 train 0.016518 50083 train 0.019403 50084 train 0.017263 50085 train 0.016158 50086 train 0.017374 50087 train 0.020785 50088 train 0.015516 50089 train 0.020171 50090 train 0.020496 50091 train 0.016071 50092 train 0.019434 50093 train 0.015794 50094 train 0.018147 50095 train 0.021721 50096 train 0.015335 50097 train 0.017637 50098 train 0.018540 50099 train 0.020103 50100 val 19.9454 50100 train 0.020191 50101 train 0.017755 50102 train 0.021389 50103 train 0.017066 50104 train 0.023965 50105 train 0.022744 50106 train 0.016566 50107 train 0.017929 50108 train 0.020493 50109 train 0.016781 50110 train 0.018323 50111 train 0.018652 50112 train 0.016537 50113 train 0.018684 50114 train 0.019456 50115 train 0.019299 50116 train 0.022124 50117 train 0.020590 50118 train 0.020889 50119 train 0.018976 50120 train 0.017644 50121 train 0.019066 50122 train 0.019157 50123 train 0.020222 50124 train 0.017181 50125 val 19.8426 50125 train 0.021547 50126 train 0.019345 50127 train 0.015559 50128 train 0.019044 50129 train 0.017384 50130 train 0.018693 50131 train 0.021161 50132 train 0.016506 50133 train 0.019715 50134 train 0.020082 50135 train 0.018272 50136 train 0.019592 50137 train 0.017851 50138 train 0.019011 50139 train 0.018277 50140 train 0.019261 50141 train 0.019416 50142 train 0.017841 50143 train 0.019019 50144 train 0.018478 50145 train 0.019603 50146 train 0.018767 50147 train 0.020611 50148 train 0.017523 50149 train 0.023640 50150 val 19.9016 50150 train 0.018426 50151 train 0.018139 50152 train 0.017419 50153 train 0.020145 50154 train 0.022795 50155 train 0.017090 50156 train 0.016262 50157 train 0.016696 50158 train 0.018538 50159 train 0.018559 50160 train 0.017186 50161 train 0.016676 50162 train 0.018682 50163 train 0.019375 50164 train 0.019660 50165 train 0.019024 50166 train 0.018583 50167 train 0.020151 50168 train 0.015653 50169 train 0.019387 50170 train 0.020814 50171 train 0.017471 50172 train 0.016963 50173 train 0.018303 50174 train 0.019163 50175 val 19.9136 50175 train 0.017422 50176 train 0.017147 50177 train 0.016750 50178 train 0.018037 50179 train 0.016973 50180 train 0.018983 50181 train 0.019494 50182 train 0.019033 50183 train 0.022020 50184 train 0.020766 50185 train 0.021932 50186 train 0.019005 50187 train 0.017647 50188 train 0.018783 50189 train 0.018156 50190 train 0.020191 50191 train 0.019224 50192 train 0.019511 50193 train 0.018037 50194 train 0.015859 50195 train 0.018150 50196 train 0.016597 50197 train 0.015134 50198 train 0.018971 50199 train 0.018001 50200 val 19.8790 50200 train 0.016815 50201 train 0.016949 50202 train 0.018875 50203 train 0.016344 50204 train 0.019866 50205 train 0.018339 50206 train 0.021401 50207 train 0.018723 50208 train 0.016456 50209 train 0.017990 50210 train 0.018710 50211 train 0.017357 50212 train 0.018837 50213 train 0.017962 50214 train 0.018307 50215 train 0.020731 50216 train 0.018782 50217 train 0.020102 50218 train 0.016073 50219 train 0.017865 50220 train 0.019983 50221 train 0.018252 50222 train 0.018244 50223 train 0.016185 50224 train 0.016654 50225 val 19.8859 50225 train 0.018436 50226 train 0.019115 50227 train 0.017026 50228 train 0.018322 50229 train 0.018293 50230 train 0.016918 50231 train 0.017534 50232 train 0.017939 50233 train 0.015789 50234 train 0.019259 50235 train 0.019469 50236 train 0.016515 50237 train 0.018050 50238 train 0.019838 50239 train 0.017222 50240 train 0.018647 50241 train 0.022119 50242 train 0.019949 50243 train 0.020621 50244 train 0.016566 50245 train 0.016943 50246 train 0.017959 50247 train 0.017772 50248 train 0.018613 50249 train 0.017369 50250 val 19.8725 50250 train 0.021278 50251 train 0.018969 50252 train 0.018029 50253 train 0.023459 50254 train 0.017570 50255 train 0.016401 50256 train 0.018381 50257 train 0.016264 50258 train 0.019463 50259 train 0.019088 50260 train 0.017641 50261 train 0.018704 50262 train 0.019809 50263 train 0.016496 50264 train 0.014907 50265 train 0.017001 50266 train 0.017432 50267 train 0.016289 50268 train 0.018467 50269 train 0.018321 50270 train 0.017824 50271 train 0.017463 50272 train 0.017609 50273 train 0.020278 50274 train 0.017904 50275 val 19.7842 50275 train 0.018725 50276 train 0.018285 50277 train 0.022594 50278 train 0.018615 50279 train 0.019021 50280 train 0.015216 50281 train 0.017548 50282 train 0.017755 50283 train 0.017990 50284 train 0.016203 50285 train 0.017644 50286 train 0.020228 50287 train 0.019203 50288 train 0.018188 50289 train 0.018468 50290 train 0.016791 50291 train 0.014822 50292 train 0.019648 50293 train 0.018984 50294 train 0.021631 50295 train 0.019046 50296 train 0.018216 50297 train 0.018326 50298 train 0.018036 50299 train 0.018079 50300 val 19.9141 50300 train 0.016836 50301 train 0.018176 50302 train 0.017591 50303 train 0.016208 50304 train 0.024299 50305 train 0.015867 50306 train 0.016257 50307 train 0.017025 50308 train 0.018655 50309 train 0.018952 50310 train 0.018401 50311 train 0.016469 50312 train 0.019088 50313 train 0.020277 50314 train 0.019308 50315 train 0.021545 50316 train 0.017411 50317 train 0.017446 50318 train 0.017973 50319 train 0.017949 50320 train 0.016341 50321 train 0.020182 50322 train 0.021566 50323 train 0.017591 50324 train 0.016455 50325 val 19.9120 50325 train 0.016164 50326 train 0.018175 50327 train 0.016479 50328 train 0.019976 50329 train 0.017424 50330 train 0.019955 50331 train 0.021202 50332 train 0.019132 50333 train 0.017915 50334 train 0.017598 50335 train 0.017754 50336 train 0.016347 50337 train 0.016728 50338 train 0.029579 50339 train 0.015964 50340 train 0.021402 50341 train 0.017162 50342 train 0.016147 50343 train 0.018974 50344 train 0.019226 50345 train 0.016650 50346 train 0.018778 50347 train 0.017688 50348 train 0.018473 50349 train 0.017958 50350 val 19.8241 50350 train 0.019764 50351 train 0.025993 50352 train 0.021905 50353 train 0.020981 50354 train 0.019944 50355 train 0.019652 50356 train 0.018862 50357 train 0.019265 50358 train 0.019936 50359 train 0.019849 50360 train 0.018363 50361 train 0.014529 50362 train 0.017779 50363 train 0.016550 50364 train 0.017990 50365 train 0.016876 50366 train 0.021487 50367 train 0.017631 50368 train 0.016467 50369 train 0.015553 50370 train 0.015193 50371 train 0.017624 50372 train 0.017819 50373 train 0.017641 50374 train 0.089202 50375 val 19.9181 50375 train 0.018041 50376 train 0.026440 50377 train 0.022070 50378 train 0.020168 50379 train 0.018070 50380 train 0.020950 50381 train 0.020086 50382 train 0.021343 50383 train 0.018776 50384 train 0.017578 50385 train 0.016715 50386 train 0.022732 50387 train 0.024176 50388 train 0.020912 50389 train 0.031326 50390 train 0.018396 50391 train 0.019037 50392 train 0.019060 50393 train 0.019148 50394 train 0.021527 50395 train 0.020541 50396 train 0.020325 50397 train 0.016200 50398 train 0.020294 50399 train 0.016751 50400 val 19.8791 50400 train 0.017755 50401 train 0.017663 50402 train 0.019695 50403 train 0.018058 50404 train 0.019930 50405 train 0.018713 50406 train 0.017073 50407 train 0.016775 50408 train 0.015828 50409 train 0.017359 50410 train 0.025769 50411 train 0.019637 50412 train 0.019416 50413 train 0.019625 50414 train 0.019803 50415 train 0.017165 50416 train 0.018768 50417 train 0.018840 50418 train 0.018991 50419 train 0.016167 50420 train 0.014477 50421 train 0.015207 50422 train 0.020044 50423 train 0.019794 50424 train 0.018747 50425 val 19.8195 50425 train 0.029864 50426 train 0.014849 50427 train 0.016274 50428 train 0.017989 50429 train 0.016808 50430 train 0.017498 50431 train 0.016069 50432 train 0.014572 50433 train 0.014230 50434 train 0.019134 50435 train 0.017985 50436 train 0.016255 50437 train 0.015374 50438 train 0.016331 50439 train 0.017623 50440 train 0.015128 50441 train 0.017811 50442 train 0.016842 50443 train 0.017846 50444 train 0.014882 50445 train 0.018880 50446 train 0.017686 50447 train 0.015662 50448 train 0.018354 50449 train 0.018961 50450 val 19.7936 50450 train 0.014983 50451 train 0.015144 50452 train 0.016993 50453 train 0.016070 50454 train 0.018437 50455 train 0.016371 50456 train 0.015782 50457 train 0.013795 50458 train 0.018414 50459 train 0.018693 50460 train 0.017818 50461 train 0.020930 50462 train 0.014086 50463 train 0.017824 50464 train 0.016866 50465 train 0.015873 50466 train 0.016349 50467 train 0.020951 50468 train 0.018292 50469 train 0.016709 50470 train 0.016745 50471 train 0.019313 50472 train 0.016489 50473 train 0.015308 50474 train 0.015167 50475 val 19.9112 50475 train 0.017152 50476 train 0.014162 50477 train 0.020993 50478 train 0.018635 50479 train 0.019076 50480 train 0.015727 50481 train 0.020237 50482 train 0.016480 50483 train 0.017407 50484 train 0.021317 50485 train 0.023160 50486 train 0.017532 50487 train 0.014620 50488 train 0.017153 50489 train 0.019305 50490 train 0.018921 50491 train 0.017755 50492 train 0.018063 50493 train 0.016244 50494 train 0.018814 50495 train 0.016348 50496 train 0.018589 50497 train 0.016788 50498 train 0.015660 50499 train 0.017151 50500 val 19.8551 50500 train 0.020933 50501 train 0.018271 50502 train 0.018247 50503 train 0.017830 50504 train 0.025177 50505 train 0.019941 50506 train 0.017416 50507 train 0.017557 50508 train 0.016816 50509 train 0.016992 50510 train 0.022460 50511 train 0.018353 50512 train 0.016975 50513 train 0.020864 50514 train 0.019822 50515 train 0.018894 50516 train 0.019638 50517 train 0.020553 50518 train 0.016540 50519 train 0.023282 50520 train 0.019091 50521 train 0.016702 50522 train 0.018367 50523 train 0.020034 50524 train 0.020028 50525 val 19.7622 50525 train 0.022663 50526 train 0.020718 50527 train 0.020388 50528 train 0.022622 50529 train 0.020283 50530 train 0.018576 50531 train 0.016905 50532 train 0.020397 50533 train 0.017993 50534 train 0.017656 50535 train 0.017877 50536 train 0.020327 50537 train 0.017789 50538 train 0.015798 50539 train 0.015984 50540 train 0.079204 50541 train 0.019173 50542 train 0.020161 50543 train 0.027877 50544 train 0.023578 50545 train 0.020246 50546 train 0.020204 50547 train 0.020105 50548 train 0.022550 50549 train 0.020041 50550 val 19.9052 50550 train 0.021207 50551 train 0.020318 50552 train 0.017398 50553 train 0.021389 50554 train 0.018423 50555 train 0.026992 50556 train 0.018748 50557 train 0.019224 50558 train 0.018947 50559 train 0.019519 50560 train 0.018444 50561 train 0.022165 50562 train 0.020297 50563 train 0.022999 50564 train 0.019571 50565 train 0.020553 50566 train 0.017513 50567 train 0.017904 50568 train 0.020885 50569 train 0.018996 50570 train 0.018772 50571 train 0.017154 50572 train 0.017161 50573 train 0.016191 50574 train 0.019889 50575 val 19.8640 50575 train 0.018031 50576 train 0.028621 50577 train 0.018399 50578 train 0.019726 50579 train 0.021699 50580 train 0.019686 50581 train 0.019389 50582 train 0.017549 50583 train 0.018517 50584 train 0.021317 50585 train 0.017651 50586 train 0.016544 50587 train 0.016736 50588 train 0.017307 50589 train 0.021817 50590 train 0.018518 50591 train 0.018293 50592 train 0.018801 50593 train 0.017296 50594 train 0.016022 50595 train 0.016742 50596 train 0.018433 50597 train 0.018413 50598 train 0.016752 50599 train 0.018462 50600 val 19.8001 50600 train 0.019871 50601 train 0.017985 50602 train 0.017490 50603 train 0.017019 50604 train 0.016079 50605 train 0.018516 50606 train 0.018166 50607 train 0.018051 50608 train 0.017000 50609 train 0.018364 50610 train 0.018744 50611 train 0.017058 50612 train 0.018916 50613 train 0.017732 50614 train 0.018189 50615 train 0.018191 50616 train 0.016771 50617 train 0.016581 50618 train 0.016709 50619 train 0.017126 50620 train 0.018961 50621 train 0.015953 50622 train 0.015367 50623 train 0.016022 50624 train 0.015293 50625 val 19.8304 50625 train 0.020877 50626 train 0.017203 50627 train 0.016179 50628 train 0.017609 50629 train 0.018044 50630 train 0.020126 50631 train 0.018311 50632 train 0.024303 50633 train 0.017819 50634 train 0.017345 50635 train 0.016848 50636 train 0.019254 50637 train 0.018536 50638 train 0.015843 50639 train 0.018408 50640 train 0.016233 50641 train 0.017725 50642 train 0.018125 50643 train 0.017608 50644 train 0.016783 50645 train 0.018764 50646 train 0.017870 50647 train 0.017836 50648 train 0.017865 50649 train 0.021754 50650 val 19.9287 50650 train 0.019595 50651 train 0.017722 50652 train 0.015996 50653 train 0.016221 50654 train 0.017755 50655 train 0.017395 50656 train 0.017211 50657 train 0.019327 50658 train 0.016783 50659 train 0.018383 50660 train 0.016827 50661 train 0.021031 50662 train 0.018336 50663 train 0.018397 50664 train 0.019356 50665 train 0.015695 50666 train 0.020322 50667 train 0.018973 50668 train 0.047797 50669 train 0.018116 50670 train 0.016536 50671 train 0.017228 50672 train 0.021086 50673 train 0.023493 50674 train 0.018049 50675 val 19.7997 50675 train 0.018051 50676 train 0.017718 50677 train 0.018298 50678 train 0.020105 50679 train 0.016206 50680 train 0.021022 50681 train 0.017526 50682 train 0.017554 50683 train 0.017349 50684 train 0.019071 50685 train 0.026289 50686 train 0.021413 50687 train 0.018274 50688 train 0.019221 50689 train 0.017675 50690 train 0.019351 50691 train 0.017233 50692 train 0.018301 50693 train 0.019601 50694 train 0.018650 50695 train 0.019723 50696 train 0.020188 50697 train 0.018097 50698 train 0.019922 50699 train 0.020546 50700 val 19.8348 50700 train 0.021950 50701 train 0.017836 50702 train 0.020219 50703 train 0.020494 50704 train 0.030690 50705 train 0.015568 50706 train 0.018544 50707 train 0.017022 50708 train 0.021950 50709 train 0.020082 50710 train 0.019028 50711 train 0.018379 50712 train 0.017400 50713 train 0.017337 50714 train 0.020646 50715 train 0.017111 50716 train 0.019788 50717 train 0.015633 50718 train 0.016001 50719 train 0.017177 50720 train 0.020291 50721 train 0.020218 50722 train 0.017326 50723 train 0.016807 50724 train 0.018717 50725 val 19.8523 50725 train 0.017444 50726 train 0.015941 50727 train 0.017942 50728 train 0.018353 50729 train 0.018835 50730 train 0.016895 50731 train 0.018152 50732 train 0.019037 50733 train 0.018151 50734 train 0.019109 50735 train 0.017545 50736 train 0.018004 50737 train 0.018381 50738 train 0.021503 50739 train 0.020795 50740 train 0.029204 50741 train 0.017393 50742 train 0.015605 50743 train 0.016356 50744 train 0.018649 50745 train 0.021306 50746 train 0.017330 50747 train 0.017014 50748 train 0.017712 50749 train 0.020038 50750 val 19.8330 50750 train 0.021846 50751 train 0.015821 50752 train 0.017108 50753 train 0.016379 50754 train 0.018121 50755 train 0.015460 50756 train 0.017217 50757 train 0.021862 50758 train 0.016480 50759 train 0.015389 50760 train 0.018643 50761 train 0.018191 50762 train 0.016199 50763 train 0.017203 50764 train 0.017430 50765 train 0.017310 50766 train 0.019263 50767 train 0.020931 50768 train 0.017753 50769 train 0.016261 50770 train 0.018064 50771 train 0.018968 50772 train 0.018141 50773 train 0.018742 50774 train 0.026143 50775 val 19.7791 50775 train 0.022106 50776 train 0.019667 50777 train 0.020827 50778 train 0.016613 50779 train 0.017823 50780 train 0.016724 50781 train 0.019919 50782 train 0.015769 50783 train 0.017908 50784 train 0.017684 50785 train 0.020061 50786 train 0.029995 50787 train 0.015862 50788 train 0.016385 50789 train 0.016297 50790 train 0.019436 50791 train 0.015977 50792 train 0.021175 50793 train 0.018813 50794 train 0.017551 50795 train 0.017829 50796 train 0.015874 50797 train 0.018190 50798 train 0.019166 50799 train 0.015069 50800 val 19.8605 50800 train 0.013927 50801 train 0.018299 50802 train 0.017296 50803 train 0.018668 50804 train 0.017871 50805 train 0.016037 50806 train 0.018131 50807 train 0.019786 50808 train 0.019258 50809 train 0.040759 50810 train 0.019354 50811 train 0.017927 50812 train 0.015747 50813 train 0.020345 50814 train 0.018910 50815 train 0.018025 50816 train 0.015512 50817 train 0.019543 50818 train 0.019447 50819 train 0.016653 50820 train 0.019323 50821 train 0.021049 50822 train 0.020834 50823 train 0.016333 50824 train 0.018506 50825 val 19.9227 50825 train 0.017677 50826 train 0.020449 50827 train 0.016413 50828 train 0.015942 50829 train 0.017799 50830 train 0.018315 50831 train 0.017921 50832 train 0.019033 50833 train 0.017849 50834 train 0.017043 50835 train 0.019497 50836 train 0.015536 50837 train 0.016345 50838 train 0.017025 50839 train 0.017730 50840 train 0.019241 50841 train 0.015788 50842 train 0.015770 50843 train 0.015931 50844 train 0.018718 50845 train 0.025130 50846 train 0.018437 50847 train 0.018537 50848 train 0.016387 50849 train 0.017510 50850 val 19.8662 50850 train 0.016083 50851 train 0.015655 50852 train 0.016465 50853 train 0.020643 50854 train 0.018238 50855 train 0.015916 50856 train 0.018057 50857 train 0.016552 50858 train 0.019709 50859 train 0.014770 50860 train 0.016063 50861 train 0.016553 50862 train 0.016936 50863 train 0.017189 50864 train 0.015408 50865 train 0.021441 50866 train 0.017424 50867 train 0.015794 50868 train 0.015936 50869 train 0.018679 50870 train 0.016342 50871 train 0.017513 50872 train 0.015790 50873 train 0.015313 50874 train 0.015654 50875 val 19.8735 50875 train 0.015719 50876 train 0.018374 50877 train 0.017952 50878 train 0.014580 50879 train 0.016080 50880 train 0.017027 50881 train 0.020244 50882 train 0.019962 50883 train 0.016983 50884 train 0.016222 50885 train 0.014999 50886 train 0.014929 50887 train 0.017266 50888 train 0.014244 50889 train 0.021396 50890 train 0.018571 50891 train 0.018010 50892 train 0.018186 50893 train 0.015567 50894 train 0.017011 50895 train 0.015351 50896 train 0.017378 50897 train 0.016317 50898 train 0.015360 50899 train 0.015966 50900 val 19.8640 50900 train 0.015731 50901 train 0.020990 50902 train 0.017761 50903 train 0.017281 50904 train 0.017711 50905 train 0.016880 50906 train 0.021046 50907 train 0.016382 50908 train 0.018295 50909 train 0.017093 50910 train 0.015821 50911 train 0.015781 50912 train 0.019709 50913 train 0.019745 50914 train 0.019184 50915 train 0.019995 50916 train 0.018503 50917 train 0.017373 50918 train 0.017512 50919 train 0.017553 50920 train 0.015877 50921 train 0.015225 50922 train 0.015944 50923 train 0.020239 50924 train 0.015879 50925 val 19.9660 50925 train 0.019276 50926 train 0.015408 50927 train 0.019133 50928 train 0.018836 50929 train 0.017189 50930 train 0.019790 50931 train 0.016006 50932 train 0.018163 50933 train 0.016674 50934 train 0.016395 50935 train 0.016472 50936 train 0.019756 50937 train 0.018992 50938 train 0.015937 50939 train 0.017077 50940 train 0.018144 50941 train 0.019186 50942 train 0.018749 50943 train 0.021828 50944 train 0.020423 50945 train 0.018369 50946 train 0.016327 50947 train 0.019792 50948 train 0.017893 50949 train 0.018594 50950 val 19.8120 50950 train 0.021667 50951 train 0.017209 50952 train 0.019273 50953 train 0.017105 50954 train 0.017155 50955 train 0.020964 50956 train 0.014450 50957 train 0.017900 50958 train 0.015974 50959 train 0.017583 50960 train 0.020331 50961 train 0.017101 50962 train 0.016525 50963 train 0.015685 50964 train 0.018671 50965 train 0.017459 50966 train 0.018637 50967 train 0.017681 50968 train 0.016552 50969 train 0.018541 50970 train 0.015292 50971 train 0.016936 50972 train 0.034722 50973 train 0.019482 50974 train 0.016096 50975 val 19.8639 50975 train 0.016521 50976 train 0.017440 50977 train 0.020174 50978 train 0.021480 50979 train 0.019388 50980 train 0.019480 50981 train 0.018284 50982 train 0.019676 50983 train 0.018708 50984 train 0.018372 50985 train 0.022180 50986 train 0.022243 50987 train 0.018979 50988 train 0.017316 50989 train 0.022168 50990 train 0.018808 50991 train 0.043840 50992 train 0.018320 50993 train 0.019329 50994 train 0.019529 50995 train 0.021004 50996 train 0.019747 50997 train 0.018070 50998 train 0.018646 50999 train 0.019147 51000 val 19.7932 51000 train 0.019732 51001 train 0.020092 51002 train 0.015677 51003 train 0.017610 51004 train 0.017636 51005 train 0.017640 51006 train 0.015718 51007 train 0.016206 51008 train 0.086800 51009 train 0.024574 51010 train 0.018452 51011 train 0.018094 51012 train 0.019323 51013 train 0.018825 51014 train 0.019748 51015 train 0.019476 51016 train 0.023346 51017 train 0.021483 51018 train 0.018800 51019 train 0.019998 51020 train 0.019850 51021 train 0.020715 51022 train 0.020609 51023 train 0.016597 51024 train 0.018356 51025 val 19.8078 51025 train 0.022088 51026 train 0.020019 51027 train 0.028756 51028 train 0.016424 51029 train 0.020838 51030 train 0.021999 51031 train 0.017737 51032 train 0.019419 51033 train 0.014980 51034 train 0.018134 51035 train 0.017026 51036 train 0.017801 51037 train 0.017471 51038 train 0.016851 51039 train 0.018356 51040 train 0.018043 51041 train 0.015319 51042 train 0.018222 51043 train 0.013549 51044 train 0.025297 51045 train 0.037709 51046 train 0.017259 51047 train 0.019187 51048 train 0.021942 51049 train 0.019439 51050 val 19.7218 51050 train 0.017221 51051 train 0.019179 51052 train 0.021219 51053 train 0.020804 51054 train 0.017419 51055 train 0.019182 51056 train 0.018836 51057 train 0.017942 51058 train 0.019073 51059 train 0.015537 51060 train 0.016779 51061 train 0.017618 51062 train 0.018546 51063 train 0.019259 51064 train 0.014363 51065 train 0.016258 51066 train 0.021335 51067 train 0.017782 51068 train 0.016032 51069 train 0.014274 51070 train 0.016713 51071 train 0.016012 51072 train 0.016052 51073 train 0.016094 51074 train 0.014739 51075 val 19.7638 51075 train 0.015536 51076 train 0.018147 51077 train 0.015414 51078 train 0.016214 51079 train 0.015117 51080 train 0.023222 51081 train 0.079306 51082 train 0.016544 51083 train 0.015793 51084 train 0.018795 51085 train 0.020427 51086 train 0.017397 51087 train 0.016040 51088 train 0.018254 51089 train 0.018268 51090 train 0.015947 51091 train 0.017087 51092 train 0.016262 51093 train 0.019242 51094 train 0.017527 51095 train 0.015455 51096 train 0.017050 51097 train 0.016428 51098 train 0.016531 51099 train 0.015637 51100 val 19.8072 51100 train 0.016666 51101 train 0.019532 51102 train 0.023053 51103 train 0.020855 51104 train 0.016984 51105 train 0.014691 51106 train 0.017304 51107 train 0.015134 51108 train 0.016785 51109 train 0.016863 51110 train 0.015356 51111 train 0.016152 51112 train 0.018072 51113 train 0.015413 51114 train 0.016925 51115 train 0.015692 51116 train 0.018843 51117 train 0.029566 51118 train 0.017627 51119 train 0.015780 51120 train 0.017819 51121 train 0.015342 51122 train 0.017140 51123 train 0.014383 51124 train 0.019202 51125 val 19.7660 51125 train 0.016268 51126 train 0.018002 51127 train 0.015433 51128 train 0.014337 51129 train 0.016725 51130 train 0.015357 51131 train 0.015971 51132 train 0.017394 51133 train 0.017945 51134 train 0.015497 51135 train 0.019074 51136 train 0.017892 51137 train 0.018456 51138 train 0.020889 51139 train 0.016977 51140 train 0.019625 51141 train 0.017399 51142 train 0.017604 51143 train 0.016323 51144 train 0.015194 51145 train 0.016773 51146 train 0.015775 51147 train 0.018252 51148 train 0.019033 51149 train 0.018380 51150 val 19.8245 51150 train 0.017354 51151 train 0.017900 51152 train 0.019741 51153 train 0.024326 51154 train 0.017966 51155 train 0.015485 51156 train 0.018731 51157 train 0.014743 51158 train 0.016395 51159 train 0.015490 51160 train 0.018588 51161 train 0.017533 51162 train 0.016363 51163 train 0.018128 51164 train 0.015224 51165 train 0.015273 51166 train 0.014078 51167 train 0.017707 51168 train 0.023920 51169 train 0.017698 51170 train 0.016039 51171 train 0.026701 51172 train 0.017832 51173 train 0.018921 51174 train 0.019576 51175 val 19.7125 51175 train 0.019089 51176 train 0.018031 51177 train 0.017941 51178 train 0.018537 51179 train 0.015705 51180 train 0.015804 51181 train 0.016845 51182 train 0.018196 51183 train 0.019994 51184 train 0.018638 51185 train 0.018992 51186 train 0.019540 51187 train 0.019668 51188 train 0.018788 51189 train 0.017899 51190 train 0.022918 51191 train 0.017020 51192 train 0.016977 51193 train 0.017339 51194 train 0.018521 51195 train 0.018033 51196 train 0.016253 51197 train 0.016816 51198 train 0.017633 51199 train 0.018657 51200 val 19.7472 51200 train 0.015707 51201 train 0.018204 51202 train 0.016604 51203 train 0.018600 51204 train 0.031672 51205 train 0.018556 51206 train 0.017644 51207 train 0.019156 51208 train 0.017954 51209 train 0.020236 51210 train 0.016913 51211 train 0.018771 51212 train 0.017374 51213 train 0.017179 51214 train 0.017307 51215 train 0.015700 51216 train 0.017376 51217 train 0.015653 51218 train 0.015974 51219 train 0.018073 51220 train 0.021817 51221 train 0.017893 51222 train 0.019553 51223 train 0.019640 51224 train 0.017350 51225 val 19.7246 51225 train 0.014406 51226 train 0.046925 51227 train 0.018666 51228 train 0.018707 51229 train 0.019022 51230 train 0.019445 51231 train 0.019855 51232 train 0.015876 51233 train 0.016275 51234 train 0.020182 51235 train 0.020001 51236 train 0.020015 51237 train 0.016168 51238 train 0.017694 51239 train 0.018785 51240 train 0.023498 51241 train 0.017329 51242 train 0.020140 51243 train 0.020267 51244 train 0.016513 51245 train 0.018790 51246 train 0.018437 51247 train 0.017117 51248 train 0.015641 51249 train 0.015926 51250 val 19.7485 51250 train 0.015807 51251 train 0.015989 51252 train 0.020054 51253 train 0.015295 51254 train 0.017775 51255 train 0.021534 51256 train 0.022850 51257 train 0.017023 51258 train 0.018175 51259 train 0.018670 51260 train 0.019863 51261 train 0.013363 51262 train 0.022675 51263 train 0.015736 51264 train 0.016921 51265 train 0.016685 51266 train 0.016808 51267 train 0.018792 51268 train 0.015314 51269 train 0.014882 51270 train 0.017516 51271 train 0.019803 51272 train 0.018266 51273 train 0.017718 51274 train 0.018432 51275 val 19.7471 51275 train 0.015391 51276 train 0.017884 51277 train 0.014588 51278 train 0.016745 51279 train 0.018294 51280 train 0.016346 51281 train 0.019310 51282 train 0.018574 51283 train 0.018734 51284 train 0.016407 51285 train 0.016568 51286 train 0.014748 51287 train 0.016601 51288 train 0.017451 51289 train 0.015481 51290 train 0.016531 51291 train 0.019436 51292 train 0.015843 51293 train 0.014021 51294 train 0.014608 51295 train 0.018223 51296 train 0.016633 51297 train 0.012748 51298 train 0.020377 51299 train 0.014607 51300 val 19.8055 51300 train 0.016165 51301 train 0.014665 51302 train 0.014133 51303 train 0.016378 51304 train 0.016148 51305 train 0.015093 51306 train 0.017691 51307 train 0.019862 51308 train 0.019883 51309 train 0.020101 51310 train 0.016072 51311 train 0.017505 51312 train 0.019786 51313 train 0.015312 51314 train 0.017003 51315 train 0.017877 51316 train 0.016982 51317 train 0.018373 51318 train 0.017866 51319 train 0.015074 51320 train 0.018517 51321 train 0.019885 51322 train 0.015755 51323 train 0.017558 51324 train 0.017193 51325 val 19.7875 51325 train 0.015256 51326 train 0.017637 51327 train 0.019670 51328 train 0.015708 51329 train 0.019159 51330 train 0.016853 51331 train 0.018884 51332 train 0.017760 51333 train 0.014846 51334 train 0.017878 51335 train 0.018945 51336 train 0.017655 51337 train 0.015650 51338 train 0.016358 51339 train 0.018966 51340 train 0.020061 51341 train 0.016767 51342 train 0.016727 51343 train 0.018743 51344 train 0.019074 51345 train 0.019304 51346 train 0.015541 51347 train 0.017015 51348 train 0.020143 51349 train 0.018034 51350 val 19.7964 51350 train 0.019222 51351 train 0.017998 51352 train 0.017641 51353 train 0.017342 51354 train 0.016289 51355 train 0.021228 51356 train 0.016034 51357 train 0.018759 51358 train 0.017269 51359 train 0.018303 51360 train 0.018938 51361 train 0.016090 51362 train 0.019121 51363 train 0.019763 51364 train 0.015381 51365 train 0.019159 51366 train 0.017159 51367 train 0.023612 51368 train 0.016587 51369 train 0.017386 51370 train 0.018189 51371 train 0.018360 51372 train 0.019449 51373 train 0.016081 51374 train 0.016360 51375 val 19.8140 51375 train 0.016050 51376 train 0.022365 51377 train 0.017431 51378 train 0.019053 51379 train 0.020191 51380 train 0.017872 51381 train 0.017264 51382 train 0.016854 51383 train 0.017452 51384 train 0.018055 51385 train 0.018639 51386 train 0.017447 51387 train 0.018031 51388 train 0.017682 51389 train 0.016014 51390 train 0.014761 51391 train 0.018868 51392 train 0.014197 51393 train 0.018345 51394 train 0.017132 51395 train 0.016555 51396 train 0.017663 51397 train 0.016620 51398 train 0.017589 51399 train 0.018166 51400 val 19.7831 51400 train 0.017522 51401 train 0.016448 51402 train 0.015563 51403 train 0.037579 51404 train 0.017660 51405 train 0.016606 51406 train 0.016192 51407 train 0.018623 51408 train 0.015700 51409 train 0.016429 51410 train 0.016063 51411 train 0.016386 51412 train 0.022558 51413 train 0.018381 51414 train 0.021894 51415 train 0.019946 51416 train 0.018226 51417 train 0.016991 51418 train 0.015669 51419 train 0.017022 51420 train 0.017173 51421 train 0.024139 51422 train 0.017711 51423 train 0.016989 51424 train 0.017162 51425 val 19.7593 51425 train 0.017045 51426 train 0.015403 51427 train 0.018793 51428 train 0.015715 51429 train 0.015809 51430 train 0.015977 51431 train 0.017995 51432 train 0.018822 51433 train 0.015974 51434 train 0.018436 51435 train 0.018246 51436 train 0.018184 51437 train 0.015284 51438 train 0.019813 51439 train 0.024432 51440 train 0.016683 51441 train 0.017478 51442 train 0.016906 51443 train 0.019348 51444 train 0.016837 51445 train 0.014296 51446 train 0.015739 51447 train 0.016697 51448 train 0.020274 51449 train 0.016560 51450 val 19.8140 51450 train 0.020849 51451 train 0.017933 51452 train 0.015687 51453 train 0.016158 51454 train 0.014674 51455 train 0.020882 51456 train 0.017220 51457 train 0.018129 51458 train 0.016677 51459 train 0.015035 51460 train 0.016103 51461 train 0.014354 51462 train 0.017872 51463 train 0.018221 51464 train 0.016436 51465 train 0.016269 51466 train 0.017264 51467 train 0.018909 51468 train 0.018856 51469 train 0.018319 51470 train 0.016871 51471 train 0.017619 51472 train 0.017885 51473 train 0.016514 51474 train 0.019366 51475 val 19.8508 51475 train 0.019004 51476 train 0.016696 51477 train 0.017502 51478 train 0.017547 51479 train 0.023542 51480 train 0.016903 51481 train 0.016381 51482 train 0.016913 51483 train 0.017045 51484 train 0.020107 51485 train 0.015637 51486 train 0.018260 51487 train 0.016233 51488 train 0.017039 51489 train 0.017803 51490 train 0.017012 51491 train 0.032345 51492 train 0.014737 51493 train 0.019346 51494 train 0.017603 51495 train 0.018908 51496 train 0.020445 51497 train 0.016781 51498 train 0.018049 51499 train 0.019000 51500 val 19.8234 51500 train 0.016185 51501 train 0.018054 51502 train 0.016443 51503 train 0.025590 51504 train 0.017917 51505 train 0.018792 51506 train 0.017500 51507 train 0.015755 51508 train 0.018612 51509 train 0.014993 51510 train 0.018600 51511 train 0.015273 51512 train 0.018459 51513 train 0.016870 51514 train 0.018277 51515 train 0.018839 51516 train 0.019190 51517 train 0.017410 51518 train 0.018839 51519 train 0.020075 51520 train 0.023241 51521 train 0.016255 51522 train 0.014440 51523 train 0.016118 51524 train 0.016699 51525 val 19.8102 51525 train 0.021985 51526 train 0.017572 51527 train 0.031937 51528 train 0.014933 51529 train 0.018778 51530 train 0.018550 51531 train 0.020833 51532 train 0.021684 51533 train 0.017025 51534 train 0.019307 51535 train 0.021119 51536 train 0.018126 51537 train 0.020785 51538 train 0.016218 51539 train 0.025981 51540 train 0.018076 51541 train 0.023489 51542 train 0.017762 51543 train 0.017436 51544 train 0.016862 51545 train 0.016621 51546 train 0.017668 51547 train 0.016377 51548 train 0.018051 51549 train 0.019480 51550 val 19.7836 51550 train 0.019705 51551 train 0.017735 51552 train 0.018690 51553 train 0.017240 51554 train 0.017856 51555 train 0.017665 51556 train 0.017936 51557 train 0.017753 51558 train 0.017003 51559 train 0.016835 51560 train 0.017237 51561 train 0.027177 51562 train 0.020520 51563 train 0.021338 51564 train 0.016278 51565 train 0.019514 51566 train 0.017716 51567 train 0.020406 51568 train 0.018877 51569 train 0.015537 51570 train 0.015523 51571 train 0.019183 51572 train 0.017495 51573 train 0.016988 51574 train 0.017431 51575 val 19.7559 51575 train 0.021324 51576 train 0.016329 51577 train 0.020682 51578 train 0.018378 51579 train 0.017863 51580 train 0.017925 51581 train 0.014077 51582 train 0.017432 51583 train 0.014515 51584 train 0.017743 51585 train 0.017881 51586 train 0.017456 51587 train 0.015450 51588 train 0.019705 51589 train 0.016174 51590 train 0.016003 51591 train 0.020213 51592 train 0.016998 51593 train 0.018449 51594 train 0.013655 51595 train 0.015915 51596 train 0.015621 51597 train 0.027787 51598 train 0.019304 51599 train 0.017281 51600 val 19.8418 51600 train 0.017302 51601 train 0.017254 51602 train 0.017044 51603 train 0.022899 51604 train 0.017317 51605 train 0.015725 51606 train 0.015661 51607 train 0.018777 51608 train 0.014167 51609 train 0.015435 51610 train 0.014468 51611 train 0.017581 51612 train 0.016986 51613 train 0.017580 51614 train 0.014421 51615 train 0.014773 51616 train 0.013252 51617 train 0.014097 51618 train 0.016608 51619 train 0.013378 51620 train 0.017741 51621 train 0.018789 51622 train 0.017543 51623 train 0.017754 51624 train 0.017984 51625 val 19.8211 51625 train 0.018022 51626 train 0.016326 51627 train 0.019896 51628 train 0.022948 51629 train 0.019355 51630 train 0.016311 51631 train 0.016668 51632 train 0.018086 51633 train 0.020777 51634 train 0.017312 51635 train 0.014444 51636 train 0.015273 51637 train 0.016698 51638 train 0.016854 51639 train 0.015944 51640 train 0.018591 51641 train 0.017522 51642 train 0.015449 51643 train 0.016903 51644 train 0.017149 51645 train 0.018796 51646 train 0.015428 51647 train 0.020330 51648 train 0.014452 51649 train 0.016310 51650 val 19.9394 51650 train 0.015517 51651 train 0.017938 51652 train 0.015933 51653 train 0.018473 51654 train 0.016848 51655 train 0.015969 51656 train 0.014874 51657 train 0.017294 51658 train 0.020016 51659 train 0.014989 51660 train 0.016555 51661 train 0.015342 51662 train 0.017251 51663 train 0.025037 51664 train 0.030616 51665 train 0.026140 51666 train 0.018009 51667 train 0.019974 51668 train 0.016764 51669 train 0.022970 51670 train 0.028788 51671 train 0.018789 51672 train 0.018171 51673 train 0.018087 51674 train 0.019695 51675 val 19.6958 51675 train 0.016402 51676 train 0.021029 51677 train 0.014607 51678 train 0.018205 51679 train 0.017277 51680 train 0.014662 51681 train 0.018230 51682 train 0.017834 51683 train 0.020492 51684 train 0.017929 51685 train 0.018549 51686 train 0.021094 51687 train 0.019571 51688 train 0.017975 51689 train 0.020194 51690 train 0.017025 51691 train 0.016002 51692 train 0.015976 51693 train 0.017957 51694 train 0.024325 51695 train 0.018025 51696 train 0.018247 51697 train 0.016207 51698 train 0.017046 51699 train 0.015933 51700 val 19.8412 51700 train 0.025363 51701 train 0.019807 51702 train 0.015398 51703 train 0.016707 51704 train 0.018666 51705 train 0.028057 51706 train 0.044256 51707 train 0.022230 51708 train 0.015933 51709 train 0.019653 51710 train 0.018708 51711 train 0.016063 51712 train 0.017786 51713 train 0.016658 51714 train 0.017258 51715 train 0.016638 51716 train 0.015131 51717 train 0.016568 51718 train 0.018932 51719 train 0.017802 51720 train 0.016114 51721 train 0.021424 51722 train 0.018732 51723 train 0.016447 51724 train 0.016854 51725 val 19.8472 51725 train 0.021511 51726 train 0.017760 51727 train 0.018881 51728 train 0.015557 51729 train 0.020691 51730 train 0.020833 51731 train 0.016438 51732 train 0.019837 51733 train 0.016766 51734 train 0.017034 51735 train 0.018592 51736 train 0.017108 51737 train 0.016458 51738 train 0.015921 51739 train 0.016946 51740 train 0.019079 51741 train 0.022227 51742 train 0.020428 51743 train 0.017068 51744 train 0.015265 51745 train 0.016045 51746 train 0.016838 51747 train 0.018769 51748 train 0.015900 51749 train 0.016071 51750 val 19.8323 51750 train 0.013896 51751 train 0.015017 51752 train 0.014858 51753 train 0.016496 51754 train 0.015946 51755 train 0.015753 51756 train 0.016497 51757 train 0.020298 51758 train 0.016446 51759 train 0.015048 51760 train 0.017816 51761 train 0.018848 51762 train 0.017096 51763 train 0.018477 51764 train 0.014145 51765 train 0.016891 51766 train 0.016660 51767 train 0.017063 51768 train 0.017455 51769 train 0.016860 51770 train 0.017865 51771 train 0.021510 51772 train 0.024725 51773 train 0.015928 51774 train 0.014010 51775 val 19.8421 51775 train 0.017172 51776 train 0.015074 51777 train 0.025423 51778 train 0.018071 51779 train 0.018250 51780 train 0.016239 51781 train 0.019425 51782 train 0.017597 51783 train 0.015694 51784 train 0.017270 51785 train 0.017962 51786 train 0.016925 51787 train 0.017657 51788 train 0.016717 51789 train 0.018856 51790 train 0.017542 51791 train 0.014740 51792 train 0.018799 51793 train 0.018665 51794 train 0.016003 51795 train 0.018787 51796 train 0.018869 51797 train 0.017779 51798 train 0.018088 51799 train 0.015752 51800 val 19.9825 51800 train 0.017229 51801 train 0.015940 51802 train 0.015317 51803 train 0.017072 51804 train 0.015759 51805 train 0.016788 51806 train 0.017183 51807 train 0.017360 51808 train 0.016309 51809 train 0.019655 51810 train 0.015990 51811 train 0.021571 51812 train 0.016345 51813 train 0.023533 51814 train 0.018205 51815 train 0.016908 51816 train 0.019356 51817 train 0.025302 51818 train 0.020448 51819 train 0.015776 51820 train 0.018163 51821 train 0.018824 51822 train 0.016899 51823 train 0.015484 51824 train 0.017697 51825 val 19.8723 51825 train 0.017177 51826 train 0.017572 51827 train 0.015741 51828 train 0.018729 51829 train 0.016186 51830 train 0.018005 51831 train 0.016474 51832 train 0.017769 51833 train 0.016821 51834 train 0.016832 51835 train 0.015784 51836 train 0.018224 51837 train 0.017127 51838 train 0.015363 51839 train 0.017094 51840 train 0.016026 51841 train 0.014647 51842 train 0.017833 51843 train 0.018845 51844 train 0.016706 51845 train 0.021712 51846 train 0.015467 51847 train 0.015726 51848 train 0.017302 51849 train 0.019289 51850 val 19.8492 51850 train 0.016713 51851 train 0.017714 51852 train 0.018355 51853 train 0.019201 51854 train 0.034809 51855 train 0.015943 51856 train 0.017991 51857 train 0.016967 51858 train 0.016248 51859 train 0.017543 51860 train 0.017414 51861 train 0.017615 51862 train 0.018075 51863 train 0.015338 51864 train 0.016503 51865 train 0.017541 51866 train 0.017122 51867 train 0.015733 51868 train 0.015389 51869 train 0.015370 51870 train 0.017015 51871 train 0.017159 51872 train 0.020698 51873 train 0.015322 51874 train 0.016063 51875 val 19.9096 51875 train 0.018713 51876 train 0.017494 51877 train 0.016663 51878 train 0.016444 51879 train 0.016349 51880 train 0.016662 51881 train 0.017795 51882 train 0.016846 51883 train 0.017768 51884 train 0.017952 51885 train 0.014292 51886 train 0.015217 51887 train 0.016293 51888 train 0.017341 51889 train 0.015763 51890 train 0.021879 51891 train 0.015089 51892 train 0.019464 51893 train 0.016559 51894 train 0.021300 51895 train 0.018187 51896 train 0.016845 51897 train 0.016900 51898 train 0.017788 51899 train 0.016297 51900 val 19.8961 51900 train 0.015589 51901 train 0.018881 51902 train 0.020791 51903 train 0.017233 51904 train 0.015234 51905 train 0.017477 51906 train 0.015171 51907 train 0.015989 51908 train 0.017116 51909 train 0.015707 51910 train 0.015134 51911 train 0.017274 51912 train 0.016581 51913 train 0.015951 51914 train 0.016887 51915 train 0.017209 51916 train 0.018085 51917 train 0.017516 51918 train 0.018558 51919 train 0.015758 51920 train 0.018278 51921 train 0.016090 51922 train 0.015233 51923 train 0.016996 51924 train 0.018279 51925 val 19.8627 51925 train 0.015381 51926 train 0.017277 51927 train 0.018546 51928 train 0.017503 51929 train 0.018869 51930 train 0.017120 51931 train 0.017694 51932 train 0.017831 51933 train 0.017016 51934 train 0.018286 51935 train 0.015516 51936 train 0.017083 51937 train 0.015556 51938 train 0.019519 51939 train 0.018494 51940 train 0.016719 51941 train 0.017422 51942 train 0.016340 51943 train 0.015472 51944 train 0.016199 51945 train 0.015122 51946 train 0.014396 51947 train 0.019175 51948 train 0.017499 51949 train 0.015654 51950 val 19.8939 51950 train 0.015337 51951 train 0.014334 51952 train 0.017299 51953 train 0.016910 51954 train 0.017714 51955 train 0.015658 51956 train 0.017992 51957 train 0.017890 51958 train 0.017023 51959 train 0.014925 51960 train 0.019454 51961 train 0.018209 51962 train 0.018828 51963 train 0.018251 51964 train 0.017393 51965 train 0.024536 51966 train 0.018101 51967 train 0.015344 51968 train 0.017740 51969 train 0.017628 51970 train 0.017637 51971 train 0.016651 51972 train 0.016308 51973 train 0.014745 51974 train 0.017815 51975 val 19.8475 51975 train 0.016151 51976 train 0.015875 51977 train 0.018470 51978 train 0.016064 51979 train 0.017150 51980 train 0.017681 51981 train 0.016697 51982 train 0.017272 51983 train 0.016459 51984 train 0.019353 51985 train 0.016792 51986 train 0.015413 51987 train 0.017304 51988 train 0.018861 51989 train 0.016089 51990 train 0.017927 51991 train 0.015555 51992 train 0.015758 51993 train 0.015579 51994 train 0.015818 51995 train 0.014691 51996 train 0.015981 51997 train 0.019710 51998 train 0.024295 51999 train 0.019053 52000 val 19.8664 52000 train 0.016911 52001 train 0.018465 52002 train 0.019364 52003 train 0.015389 52004 train 0.017081 52005 train 0.016365 52006 train 0.016351 52007 train 0.017122 52008 train 0.017925 52009 train 0.016367 52010 train 0.016482 52011 train 0.018181 52012 train 0.017041 52013 train 0.020949 52014 train 0.016130 52015 train 0.016199 52016 train 0.015194 52017 train 0.018172 52018 train 0.015677 52019 train 0.017559 52020 train 0.016566 52021 train 0.018116 52022 train 0.017234 52023 train 0.015124 52024 train 0.018136 52025 val 19.8159 52025 train 0.015911 52026 train 0.019109 52027 train 0.017909 52028 train 0.020067 52029 train 0.015941 52030 train 0.015420 52031 train 0.014824 52032 train 0.015548 52033 train 0.018256 52034 train 0.022258 52035 train 0.019358 52036 train 0.019429 52037 train 0.019189 52038 train 0.017420 52039 train 0.017970 52040 train 0.017696 52041 train 0.018309 52042 train 0.018031 52043 train 0.018810 52044 train 0.017674 52045 train 0.016491 52046 train 0.015767 52047 train 0.017308 52048 train 0.015883 52049 train 0.016714 52050 val 19.8230 52050 train 0.018499 52051 train 0.015850 52052 train 0.018241 52053 train 0.015027 52054 train 0.015297 52055 train 0.016176 52056 train 0.016664 52057 train 0.017848 52058 train 0.017943 52059 train 0.017321 52060 train 0.017382 52061 train 0.017148 52062 train 0.018490 52063 train 0.017319 52064 train 0.017609 52065 train 0.017500 52066 train 0.021145 52067 train 0.017619 52068 train 0.014505 52069 train 0.016561 52070 train 0.021649 52071 train 0.017054 52072 train 0.019019 52073 train 0.022246 52074 train 0.017918 52075 val 19.7896 52075 train 0.019442 52076 train 0.017294 52077 train 0.017411 52078 train 0.017307 52079 train 0.021943 52080 train 0.015384 52081 train 0.016309 52082 train 0.015158 52083 train 0.017239 52084 train 0.015831 52085 train 0.015087 52086 train 0.020069 52087 train 0.018431 52088 train 0.046357 52089 train 0.016507 52090 train 0.016113 52091 train 0.015720 52092 train 0.015799 52093 train 0.018061 52094 train 0.016136 52095 train 0.015783 52096 train 0.016044 52097 train 0.020192 52098 train 0.017547 52099 train 0.017446 52100 val 19.8509 52100 train 0.016534 52101 train 0.018609 52102 train 0.018707 52103 train 0.017384 52104 train 0.016423 52105 train 0.016355 52106 train 0.018967 52107 train 0.017448 52108 train 0.019627 52109 train 0.018572 52110 train 0.018789 52111 train 0.016481 52112 train 0.017975 52113 train 0.014624 52114 train 0.017390 52115 train 0.022925 52116 train 0.015547 52117 train 0.013922 52118 train 0.015985 52119 train 0.019114 52120 train 0.014354 52121 train 0.015574 52122 train 0.017524 52123 train 0.018361 52124 train 0.033858 52125 val 19.8870 52125 train 0.017762 52126 train 0.016912 52127 train 0.015427 52128 train 0.015781 52129 train 0.017473 52130 train 0.018517 52131 train 0.016268 52132 train 0.015939 52133 train 0.016250 52134 train 0.015883 52135 train 0.016177 52136 train 0.015209 52137 train 0.016419 52138 train 0.018165 52139 train 0.015043 52140 train 0.017428 52141 train 0.015693 52142 train 0.015952 52143 train 0.015850 52144 train 0.019069 52145 train 0.017049 52146 train 0.015602 52147 train 0.017113 52148 train 0.018930 52149 train 0.018185 52150 val 19.8008 52150 train 0.015403 52151 train 0.018426 52152 train 0.014992 52153 train 0.016790 52154 train 0.015913 52155 train 0.020922 52156 train 0.015533 52157 train 0.015808 52158 train 0.019477 52159 train 0.016977 52160 train 0.027088 52161 train 0.015002 52162 train 0.016394 52163 train 0.013629 52164 train 0.015115 52165 train 0.015722 52166 train 0.016702 52167 train 0.015856 52168 train 0.015396 52169 train 0.016132 52170 train 0.018558 52171 train 0.015557 52172 train 0.013944 52173 train 0.015972 52174 train 0.015306 52175 val 19.8393 52175 train 0.016262 52176 train 0.015304 52177 train 0.017076 52178 train 0.015092 52179 train 0.017265 52180 train 0.019509 52181 train 0.014571 52182 train 0.017100 52183 train 0.016260 52184 train 0.019360 52185 train 0.017370 52186 train 0.016564 52187 train 0.019139 52188 train 0.017723 52189 train 0.016443 52190 train 0.016207 52191 train 0.021100 52192 train 0.015332 52193 train 0.018453 52194 train 0.014765 52195 train 0.016460 52196 train 0.017999 52197 train 0.018279 52198 train 0.015994 52199 train 0.013562 52200 val 19.9080 52200 train 0.015165 52201 train 0.016075 52202 train 0.016683 52203 train 0.015967 52204 train 0.018209 52205 train 0.016646 52206 train 0.016375 52207 train 0.016744 52208 train 0.016024 52209 train 0.016616 52210 train 0.018958 52211 train 0.015322 52212 train 0.015564 52213 train 0.018613 52214 train 0.014251 52215 train 0.017880 52216 train 0.017464 52217 train 0.018066 52218 train 0.020840 52219 train 0.015890 52220 train 0.016414 52221 train 0.021590 52222 train 0.019872 52223 train 0.017550 52224 train 0.017099 52225 val 19.8311 52225 train 0.015854 52226 train 0.016967 52227 train 0.017311 52228 train 0.019946 52229 train 0.018952 52230 train 0.015975 52231 train 0.016973 52232 train 0.016287 52233 train 0.019754 52234 train 0.017662 52235 train 0.015083 52236 train 0.017433 52237 train 0.016749 52238 train 0.018962 52239 train 0.016888 52240 train 0.015239 52241 train 0.014306 52242 train 0.013968 52243 train 0.015808 52244 train 0.015403 52245 train 0.014451 52246 train 0.026931 52247 train 0.015071 52248 train 0.016608 52249 train 0.018513 52250 val 19.8478 52250 train 0.016750 52251 train 0.018927 52252 train 0.018021 52253 train 0.015910 52254 train 0.014818 52255 train 0.015178 52256 train 0.015419 52257 train 0.022104 52258 train 0.015966 52259 train 0.018310 52260 train 0.018432 52261 train 0.019478 52262 train 0.017421 52263 train 0.016265 52264 train 0.017507 52265 train 0.019764 52266 train 0.017031 52267 train 0.020605 52268 train 0.019412 52269 train 0.019836 52270 train 0.016605 52271 train 0.014917 52272 train 0.015076 52273 train 0.015478 52274 train 0.017670 52275 val 19.8492 52275 train 0.015586 52276 train 0.016980 52277 train 0.015300 52278 train 0.013793 52279 train 0.015296 52280 train 0.014647 52281 train 0.014529 52282 train 0.018658 52283 train 0.018536 52284 train 0.016172 52285 train 0.017607 52286 train 0.017265 52287 train 0.016064 52288 train 0.015946 52289 train 0.016519 52290 train 0.016049 52291 train 0.017022 52292 train 0.016797 52293 train 0.018362 52294 train 0.014372 52295 train 0.015539 52296 train 0.017879 52297 train 0.019521 52298 train 0.016703 52299 train 0.016300 52300 val 19.8619 52300 train 0.016281 52301 train 0.014381 52302 train 0.017546 52303 train 0.016627 52304 train 0.015797 52305 train 0.016813 52306 train 0.017433 52307 train 0.016918 52308 train 0.017666 52309 train 0.016214 52310 train 0.018857 52311 train 0.017374 52312 train 0.017856 52313 train 0.015693 52314 train 0.016472 52315 train 0.016772 52316 train 0.014942 52317 train 0.016333 52318 train 0.017910 52319 train 0.014563 52320 train 0.016142 52321 train 0.015421 52322 train 0.016624 52323 train 0.016193 52324 train 0.014836 52325 val 19.8776 52325 train 0.016571 52326 train 0.017262 52327 train 0.017423 52328 train 0.016927 52329 train 0.016949 52330 train 0.015315 52331 train 0.018208 52332 train 0.014163 52333 train 0.015772 52334 train 0.014733 52335 train 0.017091 52336 train 0.015778 52337 train 0.015767 52338 train 0.018902 52339 train 0.019215 52340 train 0.014417 52341 train 0.015098 52342 train 0.015318 52343 train 0.016431 52344 train 0.018857 52345 train 0.018682 52346 train 0.021741 52347 train 0.018463 52348 train 0.017369 52349 train 0.020378 52350 val 19.8692 52350 train 0.017463 52351 train 0.017872 52352 train 0.017292 52353 train 0.015701 52354 train 0.014474 52355 train 0.016490 52356 train 0.016938 52357 train 0.019140 52358 train 0.015576 52359 train 0.016757 52360 train 0.015322 52361 train 0.016576 52362 train 0.016491 52363 train 0.017571 52364 train 0.017698 52365 train 0.018159 52366 train 0.015921 52367 train 0.019259 52368 train 0.018228 52369 train 0.016409 52370 train 0.016416 52371 train 0.019529 52372 train 0.017406 52373 train 0.014830 52374 train 0.017131 52375 val 19.8482 52375 train 0.016876 52376 train 0.017513 52377 train 0.017831 52378 train 0.015977 52379 train 0.017858 52380 train 0.018258 52381 train 0.017498 52382 train 0.019060 52383 train 0.015175 52384 train 0.015061 52385 train 0.019905 52386 train 0.015673 52387 train 0.018153 52388 train 0.015535 52389 train 0.015592 52390 train 0.014705 52391 train 0.016953 52392 train 0.016925 52393 train 0.022317 52394 train 0.016222 52395 train 0.018221 52396 train 0.014026 52397 train 0.013720 52398 train 0.016847 52399 train 0.016336 52400 val 19.8068 52400 train 0.015795 52401 train 0.017394 52402 train 0.015048 52403 train 0.017235 52404 train 0.019274 52405 train 0.018230 52406 train 0.016036 52407 train 0.015306 52408 train 0.015954 52409 train 0.016601 52410 train 0.016870 52411 train 0.015504 52412 train 0.017136 52413 train 0.016991 52414 train 0.016136 52415 train 0.017162 52416 train 0.016983 52417 train 0.016060 52418 train 0.018072 52419 train 0.018093 52420 train 0.015745 52421 train 0.021968 52422 train 0.015022 52423 train 0.017180 52424 train 0.016268 52425 val 19.8719 52425 train 0.017288 52426 train 0.014714 52427 train 0.019004 52428 train 0.017191 52429 train 0.021210 52430 train 0.017396 52431 train 0.017276 52432 train 0.015302 52433 train 0.018329 52434 train 0.018021 52435 train 0.017068 52436 train 0.014827 52437 train 0.015999 52438 train 0.013846 52439 train 0.016500 52440 train 0.017431 52441 train 0.016885 52442 train 0.018113 52443 train 0.014587 52444 train 0.015349 52445 train 0.017138 52446 train 0.017902 52447 train 0.016419 52448 train 0.016636 52449 train 0.020301 52450 val 19.8368 52450 train 0.019452 52451 train 0.016954 52452 train 0.015615 52453 train 0.015968 52454 train 0.020491 52455 train 0.015490 52456 train 0.017163 52457 train 0.018648 52458 train 0.016840 52459 train 0.018007 52460 train 0.017244 52461 train 0.017778 52462 train 0.014088 52463 train 0.019422 52464 train 0.015928 52465 train 0.019894 52466 train 0.016748 52467 train 0.018647 52468 train 0.017783 52469 train 0.015102 52470 train 0.014512 52471 train 0.015950 52472 train 0.015506 52473 train 0.014807 52474 train 0.016185 52475 val 19.8019 52475 train 0.019607 52476 train 0.019387 52477 train 0.018824 52478 train 0.017761 52479 train 0.015510 52480 train 0.014680 52481 train 0.016441 52482 train 0.017876 52483 train 0.015628 52484 train 0.015399 52485 train 0.024715 52486 train 0.018651 52487 train 0.019323 52488 train 0.017350 52489 train 0.015505 52490 train 0.023236 52491 train 0.017196 52492 train 0.019706 52493 train 0.014249 52494 train 0.013965 52495 train 0.020441 52496 train 0.015553 52497 train 0.022878 52498 train 0.015868 52499 train 0.017310 52500 val 19.8515 52500 train 0.016129 52501 train 0.017128 52502 train 0.016224 52503 train 0.019871 52504 train 0.015694 52505 train 0.016819 52506 train 0.018095 52507 train 0.017952 52508 train 0.014063 52509 train 0.014773 52510 train 0.016693 52511 train 0.022850 52512 train 0.016840 52513 train 0.019633 52514 train 0.015681 52515 train 0.016320 52516 train 0.015857 52517 train 0.017563 52518 train 0.016781 52519 train 0.017065 52520 train 0.018157 52521 train 0.024724 52522 train 0.019934 52523 train 0.018658 52524 train 0.017280 52525 val 19.8726 52525 train 0.017567 52526 train 0.025119 52527 train 0.018215 52528 train 0.016817 52529 train 0.017646 52530 train 0.016466 52531 train 0.018408 52532 train 0.013657 52533 train 0.020427 52534 train 0.020591 52535 train 0.016365 52536 train 0.016537 52537 train 0.015405 52538 train 0.016194 52539 train 0.022675 52540 train 0.017729 52541 train 0.014453 52542 train 0.019084 52543 train 0.017438 52544 train 0.015341 52545 train 0.015568 52546 train 0.018997 52547 train 0.017744 52548 train 0.015346 52549 train 0.017324 52550 val 19.8482 52550 train 0.018212 52551 train 0.017293 52552 train 0.017518 52553 train 0.019342 52554 train 0.013672 52555 train 0.015013 52556 train 0.019120 52557 train 0.018994 52558 train 0.019710 52559 train 0.017768 52560 train 0.017654 52561 train 0.018205 52562 train 0.021699 52563 train 0.017534 52564 train 0.017321 52565 train 0.016276 52566 train 0.022056 52567 train 0.016401 52568 train 0.013586 52569 train 0.019658 52570 train 0.019855 52571 train 0.018120 52572 train 0.018965 52573 train 0.016114 52574 train 0.014190 52575 val 19.8056 52575 train 0.016139 52576 train 0.015089 52577 train 0.016493 52578 train 0.019083 52579 train 0.018897 52580 train 0.018356 52581 train 0.017717 52582 train 0.017643 52583 train 0.015566 52584 train 0.015621 52585 train 0.019888 52586 train 0.016924 52587 train 0.017558 52588 train 0.016193 52589 train 0.017218 52590 train 0.016695 52591 train 0.015543 52592 train 0.019808 52593 train 0.019226 52594 train 0.015676 52595 train 0.015206 52596 train 0.015858 52597 train 0.016017 52598 train 0.021140 52599 train 0.017222 52600 val 19.8478 52600 train 0.015641 52601 train 0.016662 52602 train 0.019784 52603 train 0.018092 52604 train 0.014975 52605 train 0.016627 52606 train 0.019680 52607 train 0.018420 52608 train 0.016213 52609 train 0.013930 52610 train 0.017579 52611 train 0.017901 52612 train 0.016041 52613 train 0.015664 52614 train 0.016252 52615 train 0.017005 52616 train 0.019047 52617 train 0.015012 52618 train 0.017373 52619 train 0.013736 52620 train 0.015950 52621 train 0.015074 52622 train 0.018987 52623 train 0.018101 52624 train 0.019206 52625 val 19.9824 52625 train 0.017243 52626 train 0.017301 52627 train 0.016661 52628 train 0.017774 52629 train 0.023408 52630 train 0.015952 52631 train 0.016170 52632 train 0.016939 52633 train 0.017821 52634 train 0.024271 52635 train 0.018121 52636 train 0.017853 52637 train 0.017424 52638 train 0.018106 52639 train 0.015635 52640 train 0.015864 52641 train 0.017348 52642 train 0.017817 52643 train 0.016775 52644 train 0.016801 52645 train 0.014534 52646 train 0.016372 52647 train 0.015943 52648 train 0.017704 52649 train 0.017317 52650 val 19.8677 52650 train 0.016848 52651 train 0.020809 52652 train 0.016401 52653 train 0.016889 52654 train 0.016507 52655 train 0.015095 52656 train 0.017759 52657 train 0.014179 52658 train 0.017098 52659 train 0.015337 52660 train 0.016209 52661 train 0.015606 52662 train 0.017284 52663 train 0.016725 52664 train 0.015906 52665 train 0.017711 52666 train 0.016539 52667 train 0.016751 52668 train 0.018066 52669 train 0.015932 52670 train 0.037818 52671 train 0.016571 52672 train 0.020491 52673 train 0.021572 52674 train 0.018044 52675 val 19.8199 52675 train 0.017513 52676 train 0.016341 52677 train 0.015995 52678 train 0.019375 52679 train 0.018487 52680 train 0.016764 52681 train 0.014567 52682 train 0.014918 52683 train 0.016221 52684 train 0.018482 52685 train 0.017537 52686 train 0.016625 52687 train 0.018362 52688 train 0.018056 52689 train 0.017334 52690 train 0.017256 52691 train 0.016970 52692 train 0.017325 52693 train 0.018256 52694 train 0.023142 52695 train 0.016039 52696 train 0.018323 52697 train 0.016396 52698 train 0.017372 52699 train 0.016828 52700 val 19.8845 52700 train 0.017348 52701 train 0.017563 52702 train 0.017227 52703 train 0.017577 52704 train 0.015172 52705 train 0.014774 52706 train 0.024003 52707 train 0.015845 52708 train 0.020153 52709 train 0.018134 52710 train 0.019937 52711 train 0.020301 52712 train 0.021197 52713 train 0.016406 52714 train 0.016635 52715 train 0.016502 52716 train 0.017035 52717 train 0.015123 52718 train 0.016291 52719 train 0.014872 52720 train 0.017918 52721 train 0.018051 52722 train 0.016004 52723 train 0.018201 52724 train 0.016473 52725 val 19.8756 52725 train 0.015272 52726 train 0.018107 52727 train 0.014745 52728 train 0.015842 52729 train 0.017637 52730 train 0.015394 52731 train 0.014414 52732 train 0.015999 52733 train 0.018887 52734 train 0.017544 52735 train 0.014626 52736 train 0.015580 52737 train 0.015910 52738 train 0.014780 52739 train 0.019104 52740 train 0.013892 52741 train 0.016911 52742 train 0.016342 52743 train 0.013366 52744 train 0.018053 52745 train 0.016943 52746 train 0.012454 52747 train 0.013664 52748 train 0.017345 52749 train 0.014738 52750 val 19.9268 52750 train 0.015777 52751 train 0.015198 52752 train 0.018531 52753 train 0.016536 52754 train 0.014351 52755 train 0.015505 52756 train 0.025720 52757 train 0.018351 52758 train 0.015140 52759 train 0.014504 52760 train 0.015189 52761 train 0.016331 52762 train 0.015742 52763 train 0.013729 52764 train 0.014952 52765 train 0.016907 52766 train 0.013578 52767 train 0.014497 52768 train 0.014094 52769 train 0.017070 52770 train 0.014727 52771 train 0.013736 52772 train 0.020693 52773 train 0.016132 52774 train 0.016475 52775 val 19.8747 52775 train 0.020709 52776 train 0.014870 52777 train 0.015597 52778 train 0.015886 52779 train 0.016095 52780 train 0.018808 52781 train 0.016823 52782 train 0.016166 52783 train 0.016742 52784 train 0.019420 52785 train 0.014135 52786 train 0.015510 52787 train 0.015485 52788 train 0.016432 52789 train 0.015649 52790 train 0.015701 52791 train 0.017761 52792 train 0.017057 52793 train 0.015966 52794 train 0.016291 52795 train 0.016839 52796 train 0.014919 52797 train 0.019825 52798 train 0.015610 52799 train 0.016272 52800 val 19.8139 52800 train 0.016816 52801 train 0.016987 52802 train 0.016576 52803 train 0.013245 52804 train 0.016596 52805 train 0.017233 52806 train 0.016737 52807 train 0.016564 52808 train 0.023403 52809 train 0.013891 52810 train 0.017354 52811 train 0.017061 52812 train 0.016242 52813 train 0.016225 52814 train 0.015816 52815 train 0.018554 52816 train 0.018676 52817 train 0.016450 52818 train 0.014802 52819 train 0.017983 52820 train 0.020003 52821 train 0.016095 52822 train 0.014553 52823 train 0.015561 52824 train 0.019264 52825 val 19.8462 52825 train 0.018148 52826 train 0.019804 52827 train 0.015679 52828 train 0.016886 52829 train 0.017438 52830 train 0.015239 52831 train 0.015303 52832 train 0.015098 52833 train 0.016189 52834 train 0.015602 52835 train 0.015992 52836 train 0.019130 52837 train 0.018418 52838 train 0.013941 52839 train 0.014247 52840 train 0.015904 52841 train 0.016349 52842 train 0.015974 52843 train 0.015245 52844 train 0.021639 52845 train 0.014762 52846 train 0.017705 52847 train 0.016248 52848 train 0.015685 52849 train 0.016191 52850 val 19.8499 52850 train 0.014915 52851 train 0.016916 52852 train 0.015781 52853 train 0.016401 52854 train 0.015615 52855 train 0.016908 52856 train 0.018871 52857 train 0.016649 52858 train 0.015895 52859 train 0.014641 52860 train 0.018159 52861 train 0.016548 52862 train 0.017826 52863 train 0.016259 52864 train 0.019351 52865 train 0.018656 52866 train 0.014707 52867 train 0.014207 52868 train 0.014712 52869 train 0.015609 52870 train 0.014693 52871 train 0.014305 52872 train 0.016097 52873 train 0.017605 52874 train 0.014630 52875 val 19.9956 52875 train 0.015906 52876 train 0.015589 52877 train 0.016222 52878 train 0.017083 52879 train 0.015227 52880 train 0.019582 52881 train 0.014205 52882 train 0.014319 52883 train 0.019540 52884 train 0.017060 52885 train 0.015015 52886 train 0.016582 52887 train 0.016652 52888 train 0.016130 52889 train 0.016387 52890 train 0.017453 52891 train 0.016400 52892 train 0.017395 52893 train 0.014779 52894 train 0.016978 52895 train 0.020296 52896 train 0.022133 52897 train 0.017639 52898 train 0.017922 52899 train 0.019231 52900 val 19.9156 52900 train 0.020908 52901 train 0.016990 52902 train 0.016466 52903 train 0.015302 52904 train 0.015722 52905 train 0.020446 52906 train 0.016565 52907 train 0.013687 52908 train 0.021134 52909 train 0.013621 52910 train 0.018710 52911 train 0.016503 52912 train 0.016758 52913 train 0.015558 52914 train 0.017055 52915 train 0.016705 52916 train 0.015320 52917 train 0.015219 52918 train 0.015143 52919 train 0.018725 52920 train 0.015908 52921 train 0.016456 52922 train 0.019100 52923 train 0.015878 52924 train 0.015565 52925 val 19.8965 52925 train 0.014735 52926 train 0.017723 52927 train 0.016868 52928 train 0.017090 52929 train 0.013526 52930 train 0.015143 52931 train 0.018584 52932 train 0.017933 52933 train 0.016208 52934 train 0.017956 52935 train 0.015851 52936 train 0.038590 52937 train 0.015546 52938 train 0.016112 52939 train 0.018390 52940 train 0.016583 52941 train 0.017977 52942 train 0.016150 52943 train 0.015050 52944 train 0.018996 52945 train 0.015220 52946 train 0.018080 52947 train 0.017129 52948 train 0.015962 52949 train 0.016779 52950 val 19.8492 52950 train 0.015287 52951 train 0.017802 52952 train 0.017754 52953 train 0.015197 52954 train 0.016089 52955 train 0.017167 52956 train 0.017248 52957 train 0.016969 52958 train 0.016316 52959 train 0.014910 52960 train 0.014774 52961 train 0.017424 52962 train 0.018389 52963 train 0.020275 52964 train 0.016679 52965 train 0.014806 52966 train 0.016421 52967 train 0.018646 52968 train 0.015959 52969 train 0.014193 52970 train 0.015663 52971 train 0.016363 52972 train 0.020773 52973 train 0.015962 52974 train 0.016663 52975 val 19.8664 52975 train 0.014799 52976 train 0.018275 52977 train 0.015440 52978 train 0.015086 52979 train 0.014554 52980 train 0.016531 52981 train 0.016182 52982 train 0.016270 52983 train 0.014680 52984 train 0.015984 52985 train 0.016980 52986 train 0.015160 52987 train 0.019856 52988 train 0.023550 52989 train 0.015766 52990 train 0.017288 52991 train 0.016042 52992 train 0.015315 52993 train 0.018132 52994 train 0.016306 52995 train 0.014765 52996 train 0.014474 52997 train 0.016479 52998 train 0.016080 52999 train 0.017533 53000 val 19.8641 53000 train 0.024743 53001 train 0.015061 53002 train 0.016259 53003 train 0.019950 53004 train 0.016297 53005 train 0.016247 53006 train 0.014578 53007 train 0.022509 53008 train 0.019116 53009 train 0.018287 53010 train 0.017515 53011 train 0.013126 53012 train 0.016109 53013 train 0.014750 53014 train 0.016557 53015 train 0.016389 53016 train 0.013671 53017 train 0.015772 53018 train 0.018525 53019 train 0.016262 53020 train 0.016581 53021 train 0.017296 53022 train 0.014187 53023 train 0.022965 53024 train 0.016931 53025 val 19.8245 53025 train 0.015505 53026 train 0.015910 53027 train 0.015236 53028 train 0.014015 53029 train 0.017163 53030 train 0.014090 53031 train 0.015296 53032 train 0.013958 53033 train 0.016795 53034 train 0.016659 53035 train 0.016185 53036 train 0.022269 53037 train 0.014251 53038 train 0.015785 53039 train 0.017903 53040 train 0.018212 53041 train 0.015412 53042 train 0.017911 53043 train 0.018277 53044 train 0.016640 53045 train 0.018400 53046 train 0.015629 53047 train 0.015368 53048 train 0.014506 53049 train 0.016120 53050 val 19.8962 53050 train 0.018294 53051 train 0.017079 53052 train 0.016029 53053 train 0.017312 53054 train 0.016891 53055 train 0.013867 53056 train 0.015090 53057 train 0.015441 53058 train 0.014448 53059 train 0.018907 53060 train 0.016359 53061 train 0.018631 53062 train 0.016909 53063 train 0.015186 53064 train 0.015295 53065 train 0.017590 53066 train 0.015317 53067 train 0.019151 53068 train 0.015481 53069 train 0.015733 53070 train 0.015947 53071 train 0.014537 53072 train 0.023973 53073 train 0.014953 53074 train 0.017604 53075 val 19.8725 53075 train 0.014911 53076 train 0.018126 53077 train 0.015026 53078 train 0.014170 53079 train 0.017844 53080 train 0.014935 53081 train 0.016330 53082 train 0.015830 53083 train 0.015759 53084 train 0.016302 53085 train 0.015426 53086 train 0.017591 53087 train 0.033207 53088 train 0.021998 53089 train 0.017212 53090 train 0.018613 53091 train 0.016290 53092 train 0.014958 53093 train 0.014918 53094 train 0.017589 53095 train 0.020705 53096 train 0.016243 53097 train 0.018818 53098 train 0.017145 53099 train 0.017778 53100 val 19.9060 53100 train 0.016614 53101 train 0.015536 53102 train 0.012968 53103 train 0.014744 53104 train 0.015885 53105 train 0.017583 53106 train 0.014341 53107 train 0.016910 53108 train 0.015954 53109 train 0.015772 53110 train 0.015694 53111 train 0.017773 53112 train 0.020714 53113 train 0.016766 53114 train 0.015136 53115 train 0.014872 53116 train 0.014697 53117 train 0.017409 53118 train 0.017532 53119 train 0.016893 53120 train 0.016593 53121 train 0.015464 53122 train 0.017962 53123 train 0.023513 53124 train 0.018492 53125 val 19.8696 53125 train 0.018177 53126 train 0.022841 53127 train 0.017952 53128 train 0.015456 53129 train 0.015052 53130 train 0.016824 53131 train 0.016134 53132 train 0.017369 53133 train 0.017146 53134 train 0.015779 53135 train 0.018630 53136 train 0.016373 53137 train 0.015003 53138 train 0.012587 53139 train 0.015358 53140 train 0.014440 53141 train 0.017044 53142 train 0.016550 53143 train 0.015299 53144 train 0.017530 53145 train 0.015567 53146 train 0.017393 53147 train 0.015123 53148 train 0.016035 53149 train 0.017164 53150 val 19.8497 53150 train 0.015430 53151 train 0.014656 53152 train 0.018500 53153 train 0.015620 53154 train 0.016099 53155 train 0.015555 53156 train 0.016070 53157 train 0.015710 53158 train 0.014254 53159 train 0.016391 53160 train 0.017137 53161 train 0.016077 53162 train 0.019287 53163 train 0.016046 53164 train 0.014382 53165 train 0.015236 53166 train 0.015924 53167 train 0.016024 53168 train 0.015311 53169 train 0.018466 53170 train 0.014444 53171 train 0.015263 53172 train 0.014958 53173 train 0.014111 53174 train 0.014298 53175 val 19.8575 53175 train 0.014711 53176 train 0.015566 53177 train 0.016758 53178 train 0.016462 53179 train 0.015035 53180 train 0.016180 53181 train 0.016000 53182 train 0.018330 53183 train 0.015832 53184 train 0.014522 53185 train 0.014277 53186 train 0.015024 53187 train 0.014155 53188 train 0.013644 53189 train 0.014841 53190 train 0.014966 53191 train 0.017479 53192 train 0.023447 53193 train 0.017661 53194 train 0.014116 53195 train 0.017654 53196 train 0.017511 53197 train 0.018615 53198 train 0.016296 53199 train 0.018369 53200 val 19.8566 53200 train 0.015705 53201 train 0.015767 53202 train 0.017925 53203 train 0.017303 53204 train 0.017313 53205 train 0.014651 53206 train 0.014654 53207 train 0.014061 53208 train 0.015679 53209 train 0.016376 53210 train 0.013889 53211 train 0.015788 53212 train 0.017120 53213 train 0.014830 53214 train 0.017692 53215 train 0.016382 53216 train 0.015777 53217 train 0.014938 53218 train 0.017175 53219 train 0.014599 53220 train 0.014364 53221 train 0.016163 53222 train 0.015521 53223 train 0.015679 53224 train 0.014755 53225 val 19.8883 53225 train 0.015088 53226 train 0.015949 53227 train 0.019594 53228 train 0.018230 53229 train 0.014394 53230 train 0.015602 53231 train 0.013878 53232 train 0.016667 53233 train 0.018201 53234 train 0.015693 53235 train 0.017997 53236 train 0.015783 53237 train 0.015316 53238 train 0.016905 53239 train 0.015339 53240 train 0.017990 53241 train 0.018274 53242 train 0.018217 53243 train 0.015744 53244 train 0.014562 53245 train 0.016257 53246 train 0.015626 53247 train 0.015609 53248 train 0.015294 53249 train 0.017174 53250 val 19.9409 53250 train 0.018391 53251 train 0.017449 53252 train 0.014490 53253 train 0.015025 53254 train 0.017540 53255 train 0.018194 53256 train 0.016739 53257 train 0.015527 53258 train 0.017763 53259 train 0.015160 53260 train 0.014630 53261 train 0.016079 53262 train 0.016439 53263 train 0.022544 53264 train 0.017372 53265 train 0.014995 53266 train 0.015520 53267 train 0.017313 53268 train 0.014675 53269 train 0.015677 53270 train 0.014585 53271 train 0.018695 53272 train 0.018133 53273 train 0.017237 53274 train 0.017134 53275 val 19.8789 53275 train 0.015090 53276 train 0.017490 53277 train 0.020910 53278 train 0.018961 53279 train 0.018189 53280 train 0.015306 53281 train 0.014642 53282 train 0.017317 53283 train 0.016767 53284 train 0.017053 53285 train 0.014479 53286 train 0.015786 53287 train 0.014967 53288 train 0.015359 53289 train 0.017514 53290 train 0.016096 53291 train 0.017180 53292 train 0.015153 53293 train 0.016283 53294 train 0.018508 53295 train 0.013902 53296 train 0.016324 53297 train 0.014887 53298 train 0.017978 53299 train 0.018739 53300 val 19.9157 53300 train 0.016147 53301 train 0.017260 53302 train 0.018901 53303 train 0.017592 53304 train 0.014639 53305 train 0.015794 53306 train 0.016022 53307 train 0.017381 53308 train 0.016671 53309 train 0.017692 53310 train 0.017154 53311 train 0.014702 53312 train 0.015317 53313 train 0.021989 53314 train 0.016268 53315 train 0.020433 53316 train 0.018875 53317 train 0.015144 53318 train 0.021157 53319 train 0.017052 53320 train 0.019026 53321 train 0.014802 53322 train 0.016992 53323 train 0.015423 53324 train 0.015364 53325 val 19.8312 53325 train 0.017193 53326 train 0.018590 53327 train 0.018917 53328 train 0.016330 53329 train 0.016129 53330 train 0.016801 53331 train 0.015889 53332 train 0.016317 53333 train 0.017542 53334 train 0.013988 53335 train 0.016413 53336 train 0.018306 53337 train 0.018389 53338 train 0.020396 53339 train 0.022902 53340 train 0.014455 53341 train 0.016037 53342 train 0.016271 53343 train 0.013908 53344 train 0.017983 53345 train 0.017144 53346 train 0.017254 53347 train 0.014190 53348 train 0.015980 53349 train 0.016102 53350 val 19.8268 53350 train 0.017695 53351 train 0.016205 53352 train 0.015823 53353 train 0.015894 53354 train 0.017089 53355 train 0.021907 53356 train 0.019563 53357 train 0.018192 53358 train 0.016914 53359 train 0.015227 53360 train 0.015975 53361 train 0.019845 53362 train 0.026086 53363 train 0.015735 53364 train 0.016317 53365 train 0.015654 53366 train 0.017841 53367 train 0.016828 53368 train 0.015898 53369 train 0.016285 53370 train 0.014651 53371 train 0.015503 53372 train 0.016895 53373 train 0.015589 53374 train 0.018362 53375 val 19.9958 53375 train 0.018932 53376 train 0.015521 53377 train 0.016452 53378 train 0.016661 53379 train 0.016242 53380 train 0.015518 53381 train 0.015747 53382 train 0.015719 53383 train 0.014810 53384 train 0.014437 53385 train 0.014784 53386 train 0.017419 53387 train 0.013912 53388 train 0.016398 53389 train 0.015711 53390 train 0.017313 53391 train 0.022312 53392 train 0.017471 53393 train 0.015528 53394 train 0.016064 53395 train 0.015773 53396 train 0.016136 53397 train 0.018351 53398 train 0.020017 53399 train 0.017054 53400 val 19.8323 53400 train 0.029800 53401 train 0.018764 53402 train 0.014865 53403 train 0.014569 53404 train 0.016387 53405 train 0.014826 53406 train 0.015630 53407 train 0.013785 53408 train 0.017314 53409 train 0.016944 53410 train 0.020614 53411 train 0.019971 53412 train 0.015156 53413 train 0.015198 53414 train 0.014879 53415 train 0.015209 53416 train 0.016279 53417 train 0.015330 53418 train 0.016404 53419 train 0.015366 53420 train 0.015161 53421 train 0.014738 53422 train 0.014396 53423 train 0.015470 53424 train 0.016073 53425 val 19.8816 53425 train 0.015354 53426 train 0.015470 53427 train 0.018211 53428 train 0.015475 53429 train 0.015354 53430 train 0.014062 53431 train 0.014548 53432 train 0.014845 53433 train 0.016063 53434 train 0.015942 53435 train 0.015839 53436 train 0.021184 53437 train 0.016071 53438 train 0.015464 53439 train 0.016284 53440 train 0.015273 53441 train 0.014928 53442 train 0.016802 53443 train 0.016171 53444 train 0.017225 53445 train 0.017384 53446 train 0.013279 53447 train 0.014559 53448 train 0.014265 53449 train 0.014733 53450 val 19.9650 53450 train 0.013864 53451 train 0.014579 53452 train 0.019295 53453 train 0.016340 53454 train 0.014993 53455 train 0.013594 53456 train 0.015777 53457 train 0.015137 53458 train 0.014705 53459 train 0.016290 53460 train 0.016207 53461 train 0.015091 53462 train 0.013958 53463 train 0.016957 53464 train 0.017299 53465 train 0.016593 53466 train 0.015046 53467 train 0.016288 53468 train 0.015806 53469 train 0.018825 53470 train 0.017028 53471 train 0.017071 53472 train 0.019320 53473 train 0.014039 53474 train 0.016316 53475 val 19.8818 53475 train 0.017381 53476 train 0.014431 53477 train 0.014611 53478 train 0.016993 53479 train 0.013323 53480 train 0.014644 53481 train 0.016822 53482 train 0.014558 53483 train 0.016186 53484 train 0.015669 53485 train 0.016520 53486 train 0.014156 53487 train 0.015456 53488 train 0.052537 53489 train 0.012832 53490 train 0.016188 53491 train 0.015574 53492 train 0.019341 53493 train 0.017021 53494 train 0.018369 53495 train 0.016384 53496 train 0.016634 53497 train 0.015186 53498 train 0.016141 53499 train 0.018291 53500 val 19.9600 53500 train 0.016203 53501 train 0.020276 53502 train 0.021180 53503 train 0.015095 53504 train 0.020521 53505 train 0.021943 53506 train 0.017017 53507 train 0.017130 53508 train 0.016908 53509 train 0.017241 53510 train 0.016403 53511 train 0.016551 53512 train 0.016911 53513 train 0.014193 53514 train 0.014137 53515 train 0.015138 53516 train 0.015593 53517 train 0.017004 53518 train 0.016506 53519 train 0.016042 53520 train 0.017241 53521 train 0.015989 53522 train 0.015824 53523 train 0.016240 53524 train 0.028323 53525 val 19.9435 53525 train 0.014503 53526 train 0.016691 53527 train 0.018329 53528 train 0.019297 53529 train 0.016994 53530 train 0.015651 53531 train 0.017247 53532 train 0.017752 53533 train 0.014188 53534 train 0.014941 53535 train 0.016310 53536 train 0.014557 53537 train 0.016146 53538 train 0.018373 53539 train 0.015722 53540 train 0.016551 53541 train 0.018477 53542 train 0.014453 53543 train 0.019309 53544 train 0.014980 53545 train 0.015154 53546 train 0.016554 53547 train 0.015061 53548 train 0.016397 53549 train 0.014514 53550 val 19.9044 53550 train 0.017593 53551 train 0.015651 53552 train 0.017215 53553 train 0.016474 53554 train 0.016904 53555 train 0.015896 53556 train 0.015038 53557 train 0.015965 53558 train 0.016539 53559 train 0.015753 53560 train 0.021952 53561 train 0.015508 53562 train 0.015330 53563 train 0.017272 53564 train 0.015410 53565 train 0.012571 53566 train 0.014155 53567 train 0.014370 53568 train 0.013412 53569 train 0.013600 53570 train 0.014692 53571 train 0.016291 53572 train 0.014303 53573 train 0.015527 53574 train 0.016053 53575 val 19.9459 53575 train 0.015982 53576 train 0.013695 53577 train 0.016401 53578 train 0.014269 53579 train 0.023931 53580 train 0.013164 53581 train 0.013912 53582 train 0.017148 53583 train 0.014617 53584 train 0.015803 53585 train 0.015919 53586 train 0.015544 53587 train 0.016677 53588 train 0.015058 53589 train 0.015432 53590 train 0.014375 53591 train 0.015010 53592 train 0.013299 53593 train 0.017276 53594 train 0.017244 53595 train 0.016434 53596 train 0.015060 53597 train 0.017315 53598 train 0.015925 53599 train 0.014414 53600 val 19.8696 53600 train 0.014713 53601 train 0.014632 53602 train 0.015371 53603 train 0.014441 53604 train 0.014219 53605 train 0.013369 53606 train 0.013324 53607 train 0.016547 53608 train 0.014206 53609 train 0.014034 53610 train 0.016127 53611 train 0.016743 53612 train 0.013443 53613 train 0.015357 53614 train 0.012208 53615 train 0.021956 53616 train 0.015634 53617 train 0.015144 53618 train 0.018861 53619 train 0.014124 53620 train 0.013744 53621 train 0.015992 53622 train 0.016530 53623 train 0.016987 53624 train 0.015567 53625 val 19.7681 53625 train 0.015114 53626 train 0.014473 53627 train 0.015033 53628 train 0.015033 53629 train 0.016829 53630 train 0.014996 53631 train 0.017784 53632 train 0.015939 53633 train 0.022806 53634 train 0.016878 53635 train 0.016108 53636 train 0.015304 53637 train 0.014274 53638 train 0.017787 53639 train 0.014923 53640 train 0.016508 53641 train 0.014950 53642 train 0.016968 53643 train 0.016476 53644 train 0.014671 53645 train 0.015561 53646 train 0.015610 53647 train 0.015910 53648 train 0.015179 53649 train 0.015841 53650 val 19.8770 53650 train 0.016304 53651 train 0.030389 53652 train 0.015950 53653 train 0.017338 53654 train 0.025053 53655 train 0.016001 53656 train 0.017291 53657 train 0.018896 53658 train 0.015429 53659 train 0.017556 53660 train 0.019916 53661 train 0.016495 53662 train 0.023697 53663 train 0.015416 53664 train 0.016281 53665 train 0.015505 53666 train 0.015836 53667 train 0.016286 53668 train 0.015540 53669 train 0.018006 53670 train 0.020387 53671 train 0.015548 53672 train 0.017839 53673 train 0.016383 53674 train 0.016613 53675 val 19.9551 53675 train 0.016820 53676 train 0.016619 53677 train 0.015594 53678 train 0.018056 53679 train 0.016553 53680 train 0.016667 53681 train 0.015214 53682 train 0.015137 53683 train 0.020111 53684 train 0.015561 53685 train 0.015553 53686 train 0.015849 53687 train 0.017293 53688 train 0.014469 53689 train 0.017385 53690 train 0.023455 53691 train 0.019020 53692 train 0.016685 53693 train 0.017237 53694 train 0.015381 53695 train 0.018054 53696 train 0.018654 53697 train 0.017654 53698 train 0.019645 53699 train 0.012117 53700 val 19.9071 53700 train 0.015187 53701 train 0.014503 53702 train 0.015131 53703 train 0.013119 53704 train 0.016285 53705 train 0.014940 53706 train 0.017053 53707 train 0.015346 53708 train 0.015393 53709 train 0.018700 53710 train 0.015367 53711 train 0.014848 53712 train 0.014852 53713 train 0.016083 53714 train 0.018702 53715 train 0.015264 53716 train 0.013894 53717 train 0.015697 53718 train 0.017403 53719 train 0.020253 53720 train 0.014884 53721 train 0.016651 53722 train 0.018993 53723 train 0.015059 53724 train 0.016261 53725 val 19.8441 53725 train 0.019676 53726 train 0.020802 53727 train 0.015399 53728 train 0.015622 53729 train 0.015955 53730 train 0.014465 53731 train 0.017544 53732 train 0.014994 53733 train 0.017231 53734 train 0.015024 53735 train 0.014499 53736 train 0.014902 53737 train 0.016101 53738 train 0.014124 53739 train 0.013565 53740 train 0.015424 53741 train 0.014851 53742 train 0.016577 53743 train 0.014606 53744 train 0.015356 53745 train 0.017260 53746 train 0.013956 53747 train 0.014316 53748 train 0.017376 53749 train 0.015398 53750 val 19.9276 53750 train 0.018372 53751 train 0.013369 53752 train 0.014558 53753 train 0.015112 53754 train 0.018451 53755 train 0.022344 53756 train 0.017194 53757 train 0.025923 53758 train 0.020940 53759 train 0.013468 53760 train 0.016107 53761 train 0.019388 53762 train 0.018826 53763 train 0.016107 53764 train 0.015946 53765 train 0.015578 53766 train 0.015095 53767 train 0.016273 53768 train 0.016115 53769 train 0.017994 53770 train 0.015019 53771 train 0.015608 53772 train 0.015788 53773 train 0.014552 53774 train 0.014585 53775 val 19.9854 53775 train 0.013654 53776 train 0.016735 53777 train 0.014057 53778 train 0.016619 53779 train 0.015658 53780 train 0.015169 53781 train 0.016251 53782 train 0.014247 53783 train 0.015998 53784 train 0.019778 53785 train 0.013718 53786 train 0.021708 53787 train 0.017295 53788 train 0.015532 53789 train 0.014365 53790 train 0.019168 53791 train 0.016075 53792 train 0.015600 53793 train 0.018187 53794 train 0.018959 53795 train 0.014921 53796 train 0.015537 53797 train 0.017648 53798 train 0.019683 53799 train 0.015671 53800 val 19.8769 53800 train 0.014650 53801 train 0.015222 53802 train 0.014107 53803 train 0.016141 53804 train 0.014115 53805 train 0.018235 53806 train 0.018120 53807 train 0.014376 53808 train 0.016484 53809 train 0.015100 53810 train 0.016600 53811 train 0.014793 53812 train 0.016971 53813 train 0.018004 53814 train 0.015456 53815 train 0.023230 53816 train 0.013048 53817 train 0.017177 53818 train 0.016252 53819 train 0.015021 53820 train 0.022327 53821 train 0.014381 53822 train 0.017653 53823 train 0.016872 53824 train 0.014748 53825 val 19.9320 53825 train 0.015480 53826 train 0.016561 53827 train 0.013970 53828 train 0.017440 53829 train 0.017662 53830 train 0.018048 53831 train 0.015637 53832 train 0.016626 53833 train 0.014699 53834 train 0.014298 53835 train 0.013425 53836 train 0.015101 53837 train 0.016315 53838 train 0.013769 53839 train 0.015885 53840 train 0.016864 53841 train 0.018439 53842 train 0.016489 53843 train 0.013967 53844 train 0.018595 53845 train 0.017077 53846 train 0.014739 53847 train 0.016082 53848 train 0.017521 53849 train 0.016310 53850 val 19.8983 53850 train 0.016414 53851 train 0.032899 53852 train 0.013541 53853 train 0.015427 53854 train 0.015637 53855 train 0.016349 53856 train 0.020251 53857 train 0.015790 53858 train 0.015826 53859 train 0.013986 53860 train 0.014342 53861 train 0.018803 53862 train 0.016741 53863 train 0.017725 53864 train 0.019364 53865 train 0.016492 53866 train 0.019156 53867 train 0.015105 53868 train 0.018379 53869 train 0.013918 53870 train 0.015034 53871 train 0.013342 53872 train 0.021139 53873 train 0.016989 53874 train 0.013933 53875 val 19.8696 53875 train 0.015331 53876 train 0.014480 53877 train 0.016238 53878 train 0.017166 53879 train 0.014126 53880 train 0.016278 53881 train 0.019006 53882 train 0.015756 53883 train 0.016603 53884 train 0.015602 53885 train 0.016710 53886 train 0.017170 53887 train 0.021087 53888 train 0.014655 53889 train 0.018382 53890 train 0.015843 53891 train 0.017971 53892 train 0.015820 53893 train 0.015630 53894 train 0.014937 53895 train 0.015179 53896 train 0.016469 53897 train 0.016563 53898 train 0.015210 53899 train 0.014210 53900 val 19.9120 53900 train 0.015776 53901 train 0.015057 53902 train 0.019815 53903 train 0.013281 53904 train 0.018545 53905 train 0.016702 53906 train 0.017041 53907 train 0.016278 53908 train 0.018915 53909 train 0.015835 53910 train 0.015549 53911 train 0.016538 53912 train 0.013484 53913 train 0.015424 53914 train 0.016377 53915 train 0.013216 53916 train 0.016151 53917 train 0.015496 53918 train 0.015235 53919 train 0.014991 53920 train 0.017829 53921 train 0.016520 53922 train 0.014500 53923 train 0.018591 53924 train 0.013192 53925 val 19.9605 53925 train 0.018825 53926 train 0.015080 53927 train 0.017133 53928 train 0.016226 53929 train 0.014176 53930 train 0.015588 53931 train 0.014712 53932 train 0.015730 53933 train 0.020063 53934 train 0.019858 53935 train 0.015933 53936 train 0.015084 53937 train 0.013916 53938 train 0.015735 53939 train 0.015014 53940 train 0.018846 53941 train 0.015472 53942 train 0.015392 53943 train 0.015486 53944 train 0.016002 53945 train 0.015874 53946 train 0.015149 53947 train 0.015596 53948 train 0.013223 53949 train 0.015973 53950 val 19.9176 53950 train 0.013558 53951 train 0.015289 53952 train 0.014514 53953 train 0.018132 53954 train 0.013319 53955 train 0.014253 53956 train 0.014570 53957 train 0.017177 53958 train 0.015800 53959 train 0.015227 53960 train 0.015223 53961 train 0.017697 53962 train 0.016141 53963 train 0.017747 53964 train 0.016265 53965 train 0.013454 53966 train 0.014028 53967 train 0.014656 53968 train 0.015457 53969 train 0.016048 53970 train 0.015098 53971 train 0.015396 53972 train 0.015109 53973 train 0.016665 53974 train 0.014638 53975 val 19.8911 53975 train 0.016291 53976 train 0.031766 53977 train 0.013179 53978 train 0.014782 53979 train 0.015450 53980 train 0.015934 53981 train 0.017309 53982 train 0.016211 53983 train 0.017208 53984 train 0.013974 53985 train 0.017359 53986 train 0.012579 53987 train 0.015003 53988 train 0.013604 53989 train 0.016828 53990 train 0.015694 53991 train 0.016705 53992 train 0.014801 53993 train 0.015910 53994 train 0.016143 53995 train 0.015456 53996 train 0.014699 53997 train 0.017969 53998 train 0.016928 53999 train 0.019008 54000 val 19.9349 54000 train 0.016039 54001 train 0.016342 54002 train 0.014113 54003 train 0.017067 54004 train 0.018353 54005 train 0.017309 54006 train 0.016852 54007 train 0.016963 54008 train 0.014619 54009 train 0.016689 54010 train 0.012927 54011 train 0.015847 54012 train 0.035783 54013 train 0.015056 54014 train 0.015022 54015 train 0.017516 54016 train 0.015257 54017 train 0.016436 54018 train 0.015391 54019 train 0.015180 54020 train 0.016159 54021 train 0.015268 54022 train 0.014087 54023 train 0.017494 54024 train 0.016302 54025 val 19.9636 54025 train 0.014765 54026 train 0.017691 54027 train 0.016031 54028 train 0.015437 54029 train 0.014250 54030 train 0.015723 54031 train 0.014742 54032 train 0.014807 54033 train 0.021631 54034 train 0.015055 54035 train 0.036438 54036 train 0.013381 54037 train 0.017313 54038 train 0.014844 54039 train 0.017498 54040 train 0.017524 54041 train 0.014897 54042 train 0.015526 54043 train 0.014030 54044 train 0.016732 54045 train 0.016895 54046 train 0.016199 54047 train 0.015721 54048 train 0.059052 54049 train 0.014636 54050 val 19.9161 54050 train 0.014009 54051 train 0.019959 54052 train 0.016522 54053 train 0.018004 54054 train 0.016007 54055 train 0.015063 54056 train 0.017051 54057 train 0.016666 54058 train 0.016836 54059 train 0.018414 54060 train 0.015174 54061 train 0.017190 54062 train 0.015558 54063 train 0.015813 54064 train 0.014806 54065 train 0.014964 54066 train 0.017544 54067 train 0.015663 54068 train 0.014544 54069 train 0.015689 54070 train 0.016803 54071 train 0.027426 54072 train 0.014340 54073 train 0.018903 54074 train 0.014359 54075 val 19.9510 54075 train 0.016178 54076 train 0.017078 54077 train 0.017114 54078 train 0.017160 54079 train 0.014972 54080 train 0.015926 54081 train 0.017139 54082 train 0.015723 54083 train 0.013152 54084 train 0.022021 54085 train 0.016473 54086 train 0.012710 54087 train 0.018603 54088 train 0.014808 54089 train 0.015453 54090 train 0.015089 54091 train 0.012248 54092 train 0.015903 54093 train 0.015122 54094 train 0.015306 54095 train 0.012600 54096 train 0.013460 54097 train 0.015070 54098 train 0.014559 54099 train 0.015607 54100 val 19.9453 54100 train 0.014060 54101 train 0.014177 54102 train 0.013922 54103 train 0.014785 54104 train 0.013447 54105 train 0.018080 54106 train 0.018185 54107 train 0.021972 54108 train 0.014413 54109 train 0.015270 54110 train 0.014465 54111 train 0.016140 54112 train 0.013751 54113 train 0.014439 54114 train 0.016876 54115 train 0.014688 54116 train 0.013756 54117 train 0.016509 54118 train 0.014659 54119 train 0.013743 54120 train 0.016161 54121 train 0.015900 54122 train 0.014994 54123 train 0.014429 54124 train 0.014307 54125 val 19.7969 54125 train 0.015755 54126 train 0.018694 54127 train 0.014231 54128 train 0.016044 54129 train 0.015001 54130 train 0.016223 54131 train 0.013582 54132 train 0.016036 54133 train 0.015115 54134 train 0.015794 54135 train 0.016641 54136 train 0.015146 54137 train 0.013549 54138 train 0.014816 54139 train 0.015466 54140 train 0.014349 54141 train 0.017828 54142 train 0.016170 54143 train 0.015096 54144 train 0.014999 54145 train 0.015344 54146 train 0.014781 54147 train 0.016524 54148 train 0.016362 54149 train 0.016346 54150 val 19.8982 54150 train 0.015061 54151 train 0.015991 54152 train 0.015344 54153 train 0.019844 54154 train 0.016574 54155 train 0.016261 54156 train 0.014230 54157 train 0.015374 54158 train 0.013999 54159 train 0.016686 54160 train 0.014449 54161 train 0.015363 54162 train 0.018665 54163 train 0.016273 54164 train 0.015123 54165 train 0.015841 54166 train 0.015347 54167 train 0.014123 54168 train 0.015507 54169 train 0.016198 54170 train 0.017850 54171 train 0.015861 54172 train 0.014128 54173 train 0.015292 54174 train 0.016857 54175 val 19.9305 54175 train 0.016197 54176 train 0.016142 54177 train 0.018116 54178 train 0.019738 54179 train 0.018260 54180 train 0.015552 54181 train 0.013905 54182 train 0.015279 54183 train 0.015471 54184 train 0.017032 54185 train 0.014536 54186 train 0.014856 54187 train 0.016004 54188 train 0.013811 54189 train 0.019369 54190 train 0.015576 54191 train 0.017492 54192 train 0.014381 54193 train 0.016016 54194 train 0.014853 54195 train 0.015063 54196 train 0.013893 54197 train 0.014603 54198 train 0.015844 54199 train 0.017615 54200 val 19.9071 54200 train 0.016359 54201 train 0.017362 54202 train 0.014545 54203 train 0.016028 54204 train 0.013428 54205 train 0.014453 54206 train 0.014938 54207 train 0.015839 54208 train 0.014452 54209 train 0.017912 54210 train 0.014722 54211 train 0.018039 54212 train 0.014955 54213 train 0.016606 54214 train 0.016842 54215 train 0.015995 54216 train 0.015359 54217 train 0.016381 54218 train 0.016906 54219 train 0.015392 54220 train 0.016190 54221 train 0.015533 54222 train 0.015797 54223 train 0.015706 54224 train 0.014085 54225 val 19.8797 54225 train 0.014717 54226 train 0.016335 54227 train 0.015610 54228 train 0.016233 54229 train 0.016032 54230 train 0.015819 54231 train 0.013057 54232 train 0.015857 54233 train 0.014665 54234 train 0.015114 54235 train 0.016073 54236 train 0.015139 54237 train 0.017646 54238 train 0.016792 54239 train 0.015623 54240 train 0.014752 54241 train 0.014728 54242 train 0.014033 54243 train 0.017197 54244 train 0.015133 54245 train 0.018306 54246 train 0.014460 54247 train 0.014360 54248 train 0.013469 54249 train 0.017805 54250 val 19.8352 54250 train 0.016098 54251 train 0.016807 54252 train 0.016222 54253 train 0.014523 54254 train 0.017388 54255 train 0.017784 54256 train 0.023107 54257 train 0.014836 54258 train 0.013671 54259 train 0.015483 54260 train 0.014828 54261 train 0.013711 54262 train 0.015441 54263 train 0.015719 54264 train 0.014814 54265 train 0.016006 54266 train 0.016597 54267 train 0.014260 54268 train 0.013806 54269 train 0.014502 54270 train 0.015040 54271 train 0.015113 54272 train 0.017917 54273 train 0.018189 54274 train 0.015363 54275 val 19.9359 54275 train 0.016152 54276 train 0.015160 54277 train 0.015776 54278 train 0.018466 54279 train 0.018123 54280 train 0.014999 54281 train 0.015849 54282 train 0.014080 54283 train 0.014477 54284 train 0.016011 54285 train 0.015051 54286 train 0.015485 54287 train 0.014324 54288 train 0.014370 54289 train 0.016967 54290 train 0.021428 54291 train 0.015879 54292 train 0.018293 54293 train 0.015826 54294 train 0.016296 54295 train 0.014809 54296 train 0.018919 54297 train 0.015605 54298 train 0.015380 54299 train 0.015198 54300 val 19.9223 54300 train 0.016038 54301 train 0.014006 54302 train 0.015120 54303 train 0.014103 54304 train 0.014070 54305 train 0.016421 54306 train 0.016317 54307 train 0.014611 54308 train 0.021331 54309 train 0.016274 54310 train 0.013883 54311 train 0.016096 54312 train 0.012704 54313 train 0.014791 54314 train 0.022446 54315 train 0.015535 54316 train 0.015381 54317 train 0.015781 54318 train 0.014157 54319 train 0.014309 54320 train 0.014225 54321 train 0.015342 54322 train 0.016189 54323 train 0.012902 54324 train 0.014473 54325 val 19.9704 54325 train 0.015466 54326 train 0.018454 54327 train 0.015694 54328 train 0.018235 54329 train 0.015523 54330 train 0.013731 54331 train 0.012586 54332 train 0.014040 54333 train 0.013681 54334 train 0.013752 54335 train 0.013032 54336 train 0.014451 54337 train 0.013342 54338 train 0.014217 54339 train 0.015272 54340 train 0.013362 54341 train 0.015637 54342 train 0.015333 54343 train 0.012779 54344 train 0.020326 54345 train 0.017539 54346 train 0.013665 54347 train 0.014451 54348 train 0.012172 54349 train 0.017147 54350 val 19.9570 54350 train 0.015210 54351 train 0.015142 54352 train 0.015025 54353 train 0.016949 54354 train 0.013070 54355 train 0.013501 54356 train 0.014932 54357 train 0.015068 54358 train 0.017719 54359 train 0.014064 54360 train 0.014692 54361 train 0.015988 54362 train 0.014213 54363 train 0.016404 54364 train 0.012777 54365 train 0.014299 54366 train 0.015248 54367 train 0.014691 54368 train 0.013446 54369 train 0.012565 54370 train 0.014286 54371 train 0.016031 54372 train 0.014947 54373 train 0.018999 54374 train 0.015355 54375 val 19.9400 54375 train 0.015319 54376 train 0.016241 54377 train 0.016477 54378 train 0.016263 54379 train 0.014653 54380 train 0.019832 54381 train 0.016579 54382 train 0.013682 54383 train 0.014568 54384 train 0.013292 54385 train 0.024103 54386 train 0.015352 54387 train 0.015118 54388 train 0.016665 54389 train 0.015670 54390 train 0.016415 54391 train 0.014715 54392 train 0.013527 54393 train 0.014891 54394 train 0.016378 54395 train 0.013287 54396 train 0.014445 54397 train 0.035894 54398 train 0.013849 54399 train 0.016600 54400 val 19.9927 54400 train 0.015158 54401 train 0.016027 54402 train 0.014601 54403 train 0.016799 54404 train 0.014337 54405 train 0.015448 54406 train 0.015969 54407 train 0.017363 54408 train 0.017008 54409 train 0.018554 54410 train 0.015483 54411 train 0.017188 54412 train 0.015509 54413 train 0.016841 54414 train 0.015783 54415 train 0.015599 54416 train 0.016817 54417 train 0.015883 54418 train 0.013542 54419 train 0.014643 54420 train 0.013693 54421 train 0.017366 54422 train 0.015953 54423 train 0.014080 54424 train 0.016336 54425 val 19.9242 54425 train 0.016750 54426 train 0.018739 54427 train 0.017179 54428 train 0.013247 54429 train 0.016937 54430 train 0.016655 54431 train 0.015114 54432 train 0.015230 54433 train 0.030248 54434 train 0.014826 54435 train 0.014623 54436 train 0.013302 54437 train 0.020491 54438 train 0.017455 54439 train 0.013954 54440 train 0.015426 54441 train 0.013672 54442 train 0.012607 54443 train 0.015896 54444 train 0.016674 54445 train 0.017739 54446 train 0.015851 54447 train 0.014232 54448 train 0.013741 54449 train 0.016792 54450 val 19.8888 54450 train 0.013635 54451 train 0.014345 54452 train 0.018841 54453 train 0.011787 54454 train 0.013406 54455 train 0.016546 54456 train 0.015262 54457 train 0.014820 54458 train 0.013305 54459 train 0.013925 54460 train 0.014855 54461 train 0.014623 54462 train 0.016279 54463 train 0.016230 54464 train 0.015087 54465 train 0.019547 54466 train 0.016055 54467 train 0.014977 54468 train 0.016179 54469 train 0.031481 54470 train 0.013472 54471 train 0.016874 54472 train 0.013420 54473 train 0.015966 54474 train 0.021305 54475 val 19.9716 54475 train 0.016621 54476 train 0.012894 54477 train 0.014600 54478 train 0.014605 54479 train 0.015552 54480 train 0.016231 54481 train 0.015759 54482 train 0.013864 54483 train 0.017326 54484 train 0.016733 54485 train 0.016212 54486 train 0.016430 54487 train 0.015193 54488 train 0.018216 54489 train 0.013155 54490 train 0.014596 54491 train 0.014934 54492 train 0.015977 54493 train 0.015179 54494 train 0.014639 54495 train 0.016001 54496 train 0.014915 54497 train 0.015361 54498 train 0.014649 54499 train 0.016648 54500 val 19.8992 54500 train 0.015753 54501 train 0.019483 54502 train 0.021352 54503 train 0.017570 54504 train 0.016186 54505 train 0.023303 54506 train 0.014688 54507 train 0.022588 54508 train 0.015605 54509 train 0.014521 54510 train 0.019559 54511 train 0.016839 54512 train 0.014306 54513 train 0.014496 54514 train 0.014795 54515 train 0.015091 54516 train 0.016656 54517 train 0.015901 54518 train 0.015396 54519 train 0.017011 54520 train 0.017402 54521 train 0.013929 54522 train 0.015680 54523 train 0.019173 54524 train 0.017059 54525 val 19.8492 54525 train 0.013772 54526 train 0.014364 54527 train 0.015257 54528 train 0.015702 54529 train 0.014019 54530 train 0.014884 54531 train 0.017303 54532 train 0.014566 54533 train 0.015307 54534 train 0.013905 54535 train 0.014831 54536 train 0.015579 54537 train 0.032792 54538 train 0.013591 54539 train 0.015242 54540 train 0.015160 54541 train 0.022683 54542 train 0.013062 54543 train 0.025140 54544 train 0.015509 54545 train 0.015687 54546 train 0.017261 54547 train 0.015390 54548 train 0.015142 54549 train 0.015062 54550 val 19.9341 54550 train 0.015937 54551 train 0.014923 54552 train 0.015354 54553 train 0.014725 54554 train 0.012630 54555 train 0.018935 54556 train 0.013836 54557 train 0.013408 54558 train 0.015579 54559 train 0.018548 54560 train 0.014293 54561 train 0.014267 54562 train 0.015912 54563 train 0.014236 54564 train 0.014703 54565 train 0.012818 54566 train 0.014242 54567 train 0.016001 54568 train 0.015318 54569 train 0.015704 54570 train 0.015111 54571 train 0.015091 54572 train 0.022400 54573 train 0.022986 54574 train 0.014271 54575 val 19.9357 54575 train 0.016909 54576 train 0.016038 54577 train 0.016209 54578 train 0.015154 54579 train 0.025047 54580 train 0.014804 54581 train 0.015657 54582 train 0.020327 54583 train 0.014248 54584 train 0.014348 54585 train 0.016395 54586 train 0.025017 54587 train 0.018243 54588 train 0.013630 54589 train 0.012647 54590 train 0.013155 54591 train 0.016961 54592 train 0.014868 54593 train 0.013398 54594 train 0.017510 54595 train 0.015884 54596 train 0.013059 54597 train 0.016135 54598 train 0.015119 54599 train 0.013179 54600 val 19.8787 54600 train 0.015300 54601 train 0.013563 54602 train 0.014222 54603 train 0.014958 54604 train 0.015314 54605 train 0.014256 54606 train 0.014047 54607 train 0.016752 54608 train 0.019529 54609 train 0.041338 54610 train 0.011772 54611 train 0.015371 54612 train 0.016065 54613 train 0.014932 54614 train 0.015748 54615 train 0.023806 54616 train 0.015181 54617 train 0.014710 54618 train 0.016562 54619 train 0.013533 54620 train 0.015161 54621 train 0.015253 54622 train 0.026420 54623 train 0.018882 54624 train 0.014981 54625 val 19.8546 54625 train 0.014531 54626 train 0.014636 54627 train 0.017281 54628 train 0.016298 54629 train 0.014821 54630 train 0.013594 54631 train 0.015051 54632 train 0.012151 54633 train 0.013045 54634 train 0.012870 54635 train 0.013560 54636 train 0.015914 54637 train 0.013713 54638 train 0.014809 54639 train 0.014245 54640 train 0.013991 54641 train 0.013796 54642 train 0.013473 54643 train 0.016995 54644 train 0.014436 54645 train 0.023603 54646 train 0.013680 54647 train 0.013374 54648 train 0.014872 54649 train 0.017268 54650 val 19.8873 54650 train 0.018233 54651 train 0.017559 54652 train 0.016075 54653 train 0.015848 54654 train 0.014149 54655 train 0.014529 54656 train 0.012670 54657 train 0.013079 54658 train 0.025275 54659 train 0.015827 54660 train 0.012933 54661 train 0.012268 54662 train 0.014636 54663 train 0.014949 54664 train 0.014422 54665 train 0.012057 54666 train 0.016455 54667 train 0.013931 54668 train 0.013549 54669 train 0.014878 54670 train 0.014017 54671 train 0.013925 54672 train 0.015577 54673 train 0.013555 54674 train 0.016304 54675 val 19.9247 54675 train 0.014055 54676 train 0.014036 54677 train 0.015741 54678 train 0.015054 54679 train 0.016199 54680 train 0.013752 54681 train 0.033604 54682 train 0.013617 54683 train 0.013720 54684 train 0.016264 54685 train 0.018271 54686 train 0.015155 54687 train 0.015225 54688 train 0.018456 54689 train 0.015091 54690 train 0.014009 54691 train 0.013778 54692 train 0.015809 54693 train 0.015492 54694 train 0.018659 54695 train 0.013644 54696 train 0.015719 54697 train 0.014996 54698 train 0.016614 54699 train 0.016185 54700 val 19.9101 54700 train 0.016960 54701 train 0.012962 54702 train 0.014458 54703 train 0.016749 54704 train 0.013546 54705 train 0.013315 54706 train 0.013326 54707 train 0.013890 54708 train 0.013386 54709 train 0.015607 54710 train 0.016501 54711 train 0.013486 54712 train 0.012511 54713 train 0.013694 54714 train 0.014817 54715 train 0.015734 54716 train 0.014628 54717 train 0.024570 54718 train 0.013667 54719 train 0.014714 54720 train 0.016758 54721 train 0.016983 54722 train 0.015653 54723 train 0.014764 54724 train 0.017776 54725 val 19.8870 54725 train 0.016295 54726 train 0.014837 54727 train 0.016506 54728 train 0.015000 54729 train 0.013659 54730 train 0.016767 54731 train 0.013589 54732 train 0.016315 54733 train 0.015612 54734 train 0.015741 54735 train 0.016530 54736 train 0.018439 54737 train 0.013921 54738 train 0.016823 54739 train 0.014082 54740 train 0.016688 54741 train 0.014150 54742 train 0.013868 54743 train 0.016881 54744 train 0.018703 54745 train 0.017383 54746 train 0.014266 54747 train 0.013242 54748 train 0.014322 54749 train 0.013549 54750 val 19.8993 54750 train 0.013720 54751 train 0.015049 54752 train 0.015276 54753 train 0.016877 54754 train 0.013887 54755 train 0.015498 54756 train 0.014147 54757 train 0.023506 54758 train 0.018106 54759 train 0.016546 54760 train 0.018975 54761 train 0.015139 54762 train 0.014020 54763 train 0.014751 54764 train 0.014241 54765 train 0.018336 54766 train 0.017054 54767 train 0.015996 54768 train 0.017440 54769 train 0.019032 54770 train 0.015779 54771 train 0.017380 54772 train 0.015180 54773 train 0.013465 54774 train 0.017309 54775 val 19.9491 54775 train 0.014914 54776 train 0.016187 54777 train 0.015690 54778 train 0.016637 54779 train 0.015548 54780 train 0.018803 54781 train 0.016774 54782 train 0.015568 54783 train 0.016284 54784 train 0.015982 54785 train 0.014871 54786 train 0.014407 54787 train 0.016994 54788 train 0.015860 54789 train 0.017178 54790 train 0.014235 54791 train 0.013341 54792 train 0.014449 54793 train 0.020618 54794 train 0.024149 54795 train 0.013378 54796 train 0.017180 54797 train 0.013697 54798 train 0.014585 54799 train 0.014257 54800 val 19.8425 54800 train 0.015900 54801 train 0.018483 54802 train 0.013898 54803 train 0.013394 54804 train 0.014916 54805 train 0.018179 54806 train 0.015372 54807 train 0.016889 54808 train 0.014973 54809 train 0.015407 54810 train 0.014787 54811 train 0.013874 54812 train 0.013293 54813 train 0.013520 54814 train 0.015207 54815 train 0.016065 54816 train 0.018110 54817 train 0.014698 54818 train 0.014552 54819 train 0.012048 54820 train 0.015934 54821 train 0.015431 54822 train 0.015031 54823 train 0.014982 54824 train 0.015484 54825 val 19.8772 54825 train 0.012639 54826 train 0.015616 54827 train 0.013505 54828 train 0.018613 54829 train 0.024845 54830 train 0.020994 54831 train 0.013209 54832 train 0.015159 54833 train 0.014818 54834 train 0.018907 54835 train 0.015410 54836 train 0.015542 54837 train 0.016788 54838 train 0.013042 54839 train 0.013532 54840 train 0.014890 54841 train 0.017043 54842 train 0.016964 54843 train 0.014874 54844 train 0.013609 54845 train 0.014956 54846 train 0.018371 54847 train 0.016261 54848 train 0.014777 54849 train 0.013507 54850 val 19.9533 54850 train 0.013159 54851 train 0.014857 54852 train 0.016653 54853 train 0.015896 54854 train 0.014350 54855 train 0.013620 54856 train 0.020014 54857 train 0.016804 54858 train 0.016941 54859 train 0.014503 54860 train 0.012776 54861 train 0.012031 54862 train 0.017748 54863 train 0.014715 54864 train 0.019875 54865 train 0.011814 54866 train 0.020505 54867 train 0.012379 54868 train 0.012892 54869 train 0.015065 54870 train 0.015008 54871 train 0.015343 54872 train 0.014244 54873 train 0.015761 54874 train 0.012247 54875 val 19.9309 54875 train 0.013130 54876 train 0.016826 54877 train 0.014142 54878 train 0.015606 54879 train 0.016249 54880 train 0.013666 54881 train 0.016210 54882 train 0.015366 54883 train 0.013293 54884 train 0.014938 54885 train 0.016022 54886 train 0.016289 54887 train 0.015141 54888 train 0.014865 54889 train 0.017326 54890 train 0.014428 54891 train 0.014149 54892 train 0.017635 54893 train 0.016068 54894 train 0.018524 54895 train 0.012393 54896 train 0.014569 54897 train 0.010600 54898 train 0.020025 54899 train 0.015983 54900 val 19.9596 54900 train 0.015730 54901 train 0.014074 54902 train 0.016687 54903 train 0.013867 54904 train 0.015884 54905 train 0.014114 54906 train 0.016033 54907 train 0.016633 54908 train 0.015221 54909 train 0.013729 54910 train 0.015034 54911 train 0.013745 54912 train 0.013492 54913 train 0.014451 54914 train 0.016874 54915 train 0.014947 54916 train 0.014776 54917 train 0.017042 54918 train 0.014452 54919 train 0.013461 54920 train 0.013956 54921 train 0.015834 54922 train 0.016370 54923 train 0.015345 54924 train 0.015317 54925 val 19.8875 54925 train 0.014654 54926 train 0.016523 54927 train 0.016441 54928 train 0.021409 54929 train 0.016453 54930 train 0.018081 54931 train 0.013723 54932 train 0.015383 54933 train 0.012501 54934 train 0.018082 54935 train 0.014269 54936 train 0.015104 54937 train 0.014361 54938 train 0.015036 54939 train 0.014329 54940 train 0.015800 54941 train 0.015997 54942 train 0.019221 54943 train 0.013397 54944 train 0.013933 54945 train 0.014692 54946 train 0.016249 54947 train 0.014602 54948 train 0.011424 54949 train 0.013489 54950 val 19.8349 54950 train 0.019051 54951 train 0.014318 54952 train 0.015064 54953 train 0.014847 54954 train 0.014612 54955 train 0.014615 54956 train 0.014828 54957 train 0.015811 54958 train 0.017561 54959 train 0.016294 54960 train 0.013503 54961 train 0.014165 54962 train 0.014875 54963 train 0.015853 54964 train 0.018110 54965 train 0.013676 54966 train 0.015043 54967 train 0.013286 54968 train 0.014165 54969 train 0.015017 54970 train 0.017784 54971 train 0.014318 54972 train 0.013322 54973 train 0.012603 54974 train 0.015338 54975 val 19.8916 54975 train 0.014377 54976 train 0.016056 54977 train 0.014917 54978 train 0.015384 54979 train 0.014505 54980 train 0.012975 54981 train 0.013987 54982 train 0.013540 54983 train 0.011814 54984 train 0.011871 54985 train 0.016038 54986 train 0.017888 54987 train 0.015812 54988 train 0.014468 54989 train 0.014403 54990 train 0.015717 54991 train 0.019687 54992 train 0.015321 54993 train 0.019060 54994 train 0.016378 54995 train 0.014078 54996 train 0.013073 54997 train 0.015008 54998 train 0.014755 54999 train 0.015968 55000 val 19.8630 55000 train 0.016544 55001 train 0.012557 55002 train 0.014295 55003 train 0.014349 55004 train 0.015059 55005 train 0.014009 55006 train 0.015049 55007 train 0.014543 55008 train 0.014910 55009 train 0.011289 55010 train 0.016356 55011 train 0.015629 55012 train 0.014632 55013 train 0.015942 55014 train 0.015881 55015 train 0.014601 55016 train 0.013646 55017 train 0.015304 55018 train 0.013742 55019 train 0.014894 55020 train 0.013050 55021 train 0.014275 55022 train 0.015701 55023 train 0.015244 55024 train 0.017151 55025 val 19.8796 55025 train 0.014482 55026 train 0.017450 55027 train 0.018258 55028 train 0.014932 55029 train 0.017260 55030 train 0.016810 55031 train 0.018920 55032 train 0.013974 55033 train 0.015173 55034 train 0.013871 55035 train 0.030453 55036 train 0.016218 55037 train 0.015143 55038 train 0.015309 55039 train 0.016122 55040 train 0.015599 55041 train 0.011986 55042 train 0.015969 55043 train 0.014239 55044 train 0.015375 55045 train 0.013073 55046 train 0.016895 55047 train 0.018136 55048 train 0.013722 55049 train 0.018196 55050 val 19.9191 55050 train 0.018693 55051 train 0.014825 55052 train 0.015905 55053 train 0.017632 55054 train 0.015526 55055 train 0.015589 55056 train 0.013891 55057 train 0.016881 55058 train 0.016332 55059 train 0.017516 55060 train 0.018214 55061 train 0.013029 55062 train 0.016885 55063 train 0.017897 55064 train 0.015610 55065 train 0.015311 55066 train 0.014594 55067 train 0.016042 55068 train 0.016581 55069 train 0.013714 55070 train 0.014780 55071 train 0.066140 55072 train 0.016197 55073 train 0.014214 55074 train 0.014861 55075 val 19.8631 55075 train 0.016675 55076 train 0.016270 55077 train 0.014098 55078 train 0.014581 55079 train 0.015689 55080 train 0.017514 55081 train 0.012118 55082 train 0.014528 55083 train 0.015988 55084 train 0.015633 55085 train 0.019063 55086 train 0.016118 55087 train 0.016193 55088 train 0.016668 55089 train 0.015626 55090 train 0.014412 55091 train 0.013485 55092 train 0.014335 55093 train 0.018730 55094 train 0.016560 55095 train 0.014307 55096 train 0.016311 55097 train 0.015155 55098 train 0.016986 55099 train 0.017898 55100 val 19.8924 55100 train 0.013517 55101 train 0.015871 55102 train 0.014396 55103 train 0.014907 55104 train 0.013991 55105 train 0.014679 55106 train 0.014108 55107 train 0.024996 55108 train 0.014602 55109 train 0.015365 55110 train 0.013664 55111 train 0.012018 55112 train 0.014668 55113 train 0.014635 55114 train 0.014902 55115 train 0.015199 55116 train 0.016251 55117 train 0.012112 55118 train 0.012360 55119 train 0.014299 55120 train 0.013354 55121 train 0.016487 55122 train 0.013946 55123 train 0.013899 55124 train 0.012736 55125 val 19.9557 55125 train 0.013436 55126 train 0.015770 55127 train 0.011690 55128 train 0.012741 55129 train 0.017541 55130 train 0.015308 55131 train 0.013867 55132 train 0.016327 55133 train 0.012908 55134 train 0.015011 55135 train 0.014831 55136 train 0.014643 55137 train 0.014549 55138 train 0.013168 55139 train 0.012837 55140 train 0.012371 55141 train 0.013176 55142 train 0.014715 55143 train 0.019400 55144 train 0.015038 55145 train 0.014594 55146 train 0.012918 55147 train 0.012253 55148 train 0.012645 55149 train 0.018276 55150 val 20.0017 55150 train 0.015326 55151 train 0.013713 55152 train 0.014945 55153 train 0.012541 55154 train 0.013725 55155 train 0.015043 55156 train 0.012293 55157 train 0.015948 55158 train 0.014236 55159 train 0.013709 55160 train 0.013968 55161 train 0.015125 55162 train 0.014868 55163 train 0.015207 55164 train 0.015874 55165 train 0.019044 55166 train 0.016458 55167 train 0.015864 55168 train 0.014628 55169 train 0.012001 55170 train 0.012742 55171 train 0.013644 55172 train 0.015213 55173 train 0.016517 55174 train 0.015135 55175 val 19.9350 55175 train 0.014801 55176 train 0.015741 55177 train 0.014759 55178 train 0.014607 55179 train 0.016108 55180 train 0.015326 55181 train 0.016903 55182 train 0.015628 55183 train 0.013380 55184 train 0.014422 55185 train 0.015000 55186 train 0.015366 55187 train 0.014647 55188 train 0.014867 55189 train 0.015649 55190 train 0.014840 55191 train 0.013384 55192 train 0.014803 55193 train 0.018362 55194 train 0.015327 55195 train 0.019616 55196 train 0.017304 55197 train 0.018574 55198 train 0.012501 55199 train 0.019265 55200 val 19.9752 55200 train 0.016890 55201 train 0.020227 55202 train 0.017036 55203 train 0.014551 55204 train 0.015601 55205 train 0.013644 55206 train 0.014182 55207 train 0.012262 55208 train 0.013982 55209 train 0.016169 55210 train 0.015160 55211 train 0.015344 55212 train 0.013783 55213 train 0.014829 55214 train 0.013357 55215 train 0.016012 55216 train 0.016132 55217 train 0.016473 55218 train 0.015652 55219 train 0.014326 55220 train 0.015982 55221 train 0.016861 55222 train 0.017726 55223 train 0.014633 55224 train 0.015737 55225 val 19.8940 55225 train 0.015713 55226 train 0.016222 55227 train 0.015691 55228 train 0.015598 55229 train 0.028709 55230 train 0.015112 55231 train 0.019622 55232 train 0.017440 55233 train 0.013151 55234 train 0.013680 55235 train 0.014980 55236 train 0.017132 55237 train 0.016542 55238 train 0.014878 55239 train 0.015206 55240 train 0.017663 55241 train 0.014740 55242 train 0.014274 55243 train 0.013490 55244 train 0.014096 55245 train 0.016579 55246 train 0.013553 55247 train 0.014403 55248 train 0.014384 55249 train 0.014238 55250 val 19.9533 55250 train 0.014839 55251 train 0.013548 55252 train 0.013427 55253 train 0.012989 55254 train 0.014900 55255 train 0.017298 55256 train 0.012575 55257 train 0.012455 55258 train 0.013023 55259 train 0.012521 55260 train 0.014966 55261 train 0.015281 55262 train 0.016465 55263 train 0.013777 55264 train 0.013273 55265 train 0.016705 55266 train 0.015349 55267 train 0.017596 55268 train 0.016359 55269 train 0.014403 55270 train 0.012473 55271 train 0.013557 55272 train 0.016510 55273 train 0.014396 55274 train 0.014663 55275 val 19.9905 55275 train 0.015417 55276 train 0.016850 55277 train 0.014179 55278 train 0.013456 55279 train 0.014832 55280 train 0.015378 55281 train 0.015598 55282 train 0.012826 55283 train 0.013284 55284 train 0.015155 55285 train 0.012233 55286 train 0.014714 55287 train 0.012822 55288 train 0.012968 55289 train 0.014229 55290 train 0.013931 55291 train 0.013839 55292 train 0.014416 55293 train 0.011695 55294 train 0.011302 55295 train 0.014201 55296 train 0.016406 55297 train 0.016237 55298 train 0.015003 55299 train 0.013141 55300 val 19.9604 55300 train 0.014479 55301 train 0.013277 55302 train 0.015876 55303 train 0.013764 55304 train 0.017430 55305 train 0.014983 55306 train 0.013803 55307 train 0.016268 55308 train 0.015061 55309 train 0.015416 55310 train 0.020137 55311 train 0.016227 55312 train 0.016458 55313 train 0.016174 55314 train 0.014054 55315 train 0.016021 55316 train 0.013078 55317 train 0.014361 55318 train 0.015029 55319 train 0.013141 55320 train 0.016645 55321 train 0.015130 55322 train 0.014974 55323 train 0.013407 55324 train 0.013356 55325 val 19.9478 55325 train 0.015503 55326 train 0.015322 55327 train 0.016561 55328 train 0.014994 55329 train 0.011792 55330 train 0.012583 55331 train 0.019373 55332 train 0.016217 55333 train 0.018862 55334 train 0.014762 55335 train 0.013668 55336 train 0.013115 55337 train 0.012940 55338 train 0.018620 55339 train 0.016126 55340 train 0.015531 55341 train 0.015403 55342 train 0.015351 55343 train 0.017039 55344 train 0.015981 55345 train 0.015079 55346 train 0.022398 55347 train 0.012982 55348 train 0.016178 55349 train 0.019610 55350 val 19.9554 55350 train 0.014975 55351 train 0.016382 55352 train 0.015208 55353 train 0.014720 55354 train 0.016929 55355 train 0.013053 55356 train 0.018010 55357 train 0.013336 55358 train 0.013288 55359 train 0.014425 55360 train 0.016456 55361 train 0.014236 55362 train 0.012697 55363 train 0.013934 55364 train 0.015297 55365 train 0.012739 55366 train 0.014435 55367 train 0.016686 55368 train 0.014977 55369 train 0.021249 55370 train 0.013088 55371 train 0.014086 55372 train 0.014177 55373 train 0.014278 55374 train 0.015279 55375 val 19.9013 55375 train 0.015676 55376 train 0.016087 55377 train 0.021825 55378 train 0.014684 55379 train 0.016927 55380 train 0.017443 55381 train 0.015516 55382 train 0.020337 55383 train 0.014424 55384 train 0.016036 55385 train 0.018423 55386 train 0.015549 55387 train 0.015044 55388 train 0.013599 55389 train 0.013598 55390 train 0.024284 55391 train 0.011318 55392 train 0.016659 55393 train 0.014799 55394 train 0.015911 55395 train 0.016588 55396 train 0.017249 55397 train 0.014262 55398 train 0.013452 55399 train 0.016180 55400 val 19.9352 55400 train 0.014625 55401 train 0.012200 55402 train 0.013930 55403 train 0.016350 55404 train 0.013974 55405 train 0.017604 55406 train 0.014783 55407 train 0.012658 55408 train 0.014043 55409 train 0.012967 55410 train 0.015797 55411 train 0.013692 55412 train 0.015599 55413 train 0.030410 55414 train 0.013302 55415 train 0.014311 55416 train 0.013219 55417 train 0.013336 55418 train 0.014872 55419 train 0.014641 55420 train 0.015564 55421 train 0.017192 55422 train 0.015108 55423 train 0.013860 55424 train 0.013697 55425 val 19.9759 55425 train 0.013400 55426 train 0.016528 55427 train 0.015166 55428 train 0.015573 55429 train 0.016470 55430 train 0.019077 55431 train 0.013112 55432 train 0.014494 55433 train 0.014752 55434 train 0.014104 55435 train 0.015492 55436 train 0.013862 55437 train 0.014828 55438 train 0.014242 55439 train 0.014521 55440 train 0.016239 55441 train 0.014572 55442 train 0.013007 55443 train 0.012997 55444 train 0.014229 55445 train 0.014624 55446 train 0.014512 55447 train 0.014197 55448 train 0.015482 55449 train 0.020061 55450 val 19.8975 55450 train 0.014847 55451 train 0.014950 55452 train 0.012005 55453 train 0.014591 55454 train 0.016359 55455 train 0.014869 55456 train 0.015626 55457 train 0.014010 55458 train 0.014127 55459 train 0.015175 55460 train 0.015203 55461 train 0.014362 55462 train 0.014193 55463 train 0.014925 55464 train 0.015396 55465 train 0.015658 55466 train 0.014089 55467 train 0.014539 55468 train 0.014002 55469 train 0.011844 55470 train 0.014435 55471 train 0.014740 55472 train 0.015476 55473 train 0.017399 55474 train 0.016530 55475 val 19.9743 55475 train 0.015778 55476 train 0.015798 55477 train 0.013604 55478 train 0.012308 55479 train 0.013550 55480 train 0.014113 55481 train 0.012316 55482 train 0.015053 55483 train 0.015808 55484 train 0.016260 55485 train 0.028557 55486 train 0.016735 55487 train 0.015581 55488 train 0.014300 55489 train 0.014038 55490 train 0.015444 55491 train 0.016337 55492 train 0.015823 55493 train 0.012055 55494 train 0.013248 55495 train 0.014880 55496 train 0.016580 55497 train 0.013496 55498 train 0.013962 55499 train 0.016091 55500 val 19.8547 55500 train 0.017320 55501 train 0.013725 55502 train 0.013023 55503 train 0.014083 55504 train 0.015134 55505 train 0.015116 55506 train 0.015806 55507 train 0.014221 55508 train 0.014265 55509 train 0.012174 55510 train 0.018356 55511 train 0.015014 55512 train 0.015328 55513 train 0.014308 55514 train 0.013801 55515 train 0.015472 55516 train 0.013614 55517 train 0.014193 55518 train 0.019556 55519 train 0.014955 55520 train 0.014514 55521 train 0.021822 55522 train 0.015587 55523 train 0.015014 55524 train 0.014290 55525 val 19.8249 55525 train 0.014945 55526 train 0.014428 55527 train 0.013977 55528 train 0.015377 55529 train 0.013842 55530 train 0.014843 55531 train 0.012966 55532 train 0.014034 55533 train 0.015199 55534 train 0.014967 55535 train 0.014242 55536 train 0.014413 55537 train 0.014035 55538 train 0.014184 55539 train 0.014301 55540 train 0.013379 55541 train 0.016368 55542 train 0.016458 55543 train 0.014653 55544 train 0.015925 55545 train 0.013871 55546 train 0.017858 55547 train 0.014329 55548 train 0.015559 55549 train 0.014626 55550 val 19.9108 55550 train 0.013616 55551 train 0.016309 55552 train 0.015633 55553 train 0.012655 55554 train 0.014360 55555 train 0.016279 55556 train 0.014813 55557 train 0.031120 55558 train 0.017340 55559 train 0.014408 55560 train 0.014911 55561 train 0.017442 55562 train 0.014442 55563 train 0.013798 55564 train 0.016713 55565 train 0.014810 55566 train 0.013966 55567 train 0.013665 55568 train 0.015795 55569 train 0.014151 55570 train 0.017434 55571 train 0.014797 55572 train 0.014049 55573 train 0.013916 55574 train 0.015545 55575 val 19.9594 55575 train 0.013461 55576 train 0.014833 55577 train 0.017294 55578 train 0.014663 55579 train 0.014511 55580 train 0.014597 55581 train 0.013882 55582 train 0.018649 55583 train 0.021608 55584 train 0.015829 55585 train 0.013734 55586 train 0.013878 55587 train 0.012958 55588 train 0.014252 55589 train 0.012546 55590 train 0.013067 55591 train 0.015146 55592 train 0.014921 55593 train 0.020977 55594 train 0.015855 55595 train 0.015441 55596 train 0.013637 55597 train 0.018602 55598 train 0.013597 55599 train 0.014880 55600 val 19.8618 55600 train 0.014105 55601 train 0.018078 55602 train 0.012765 55603 train 0.013719 55604 train 0.018042 55605 train 0.015396 55606 train 0.014838 55607 train 0.019264 55608 train 0.015782 55609 train 0.015688 55610 train 0.016012 55611 train 0.012663 55612 train 0.014411 55613 train 0.015131 55614 train 0.012914 55615 train 0.013126 55616 train 0.013852 55617 train 0.013189 55618 train 0.022563 55619 train 0.015032 55620 train 0.015608 55621 train 0.011360 55622 train 0.013859 55623 train 0.014082 55624 train 0.016173 55625 val 19.9193 55625 train 0.012411 55626 train 0.013430 55627 train 0.014490 55628 train 0.014894 55629 train 0.020459 55630 train 0.013800 55631 train 0.014795 55632 train 0.012721 55633 train 0.016012 55634 train 0.012621 55635 train 0.014696 55636 train 0.013004 55637 train 0.016133 55638 train 0.012376 55639 train 0.011574 55640 train 0.014455 55641 train 0.015970 55642 train 0.016216 55643 train 0.015136 55644 train 0.016392 55645 train 0.013043 55646 train 0.014527 55647 train 0.014487 55648 train 0.013239 55649 train 0.014735 55650 val 19.9382 55650 train 0.012893 55651 train 0.014258 55652 train 0.014411 55653 train 0.013326 55654 train 0.016777 55655 train 0.015530 55656 train 0.013700 55657 train 0.014298 55658 train 0.013081 55659 train 0.012659 55660 train 0.014831 55661 train 0.013211 55662 train 0.015765 55663 train 0.015792 55664 train 0.014253 55665 train 0.018997 55666 train 0.013483 55667 train 0.017312 55668 train 0.014446 55669 train 0.015618 55670 train 0.013717 55671 train 0.016002 55672 train 0.013887 55673 train 0.014431 55674 train 0.013070 55675 val 19.8830 55675 train 0.012280 55676 train 0.018894 55677 train 0.015738 55678 train 0.014242 55679 train 0.014542 55680 train 0.013654 55681 train 0.013448 55682 train 0.016717 55683 train 0.015525 55684 train 0.015034 55685 train 0.016029 55686 train 0.013236 55687 train 0.016405 55688 train 0.016185 55689 train 0.013553 55690 train 0.015163 55691 train 0.013409 55692 train 0.014507 55693 train 0.014006 55694 train 0.014392 55695 train 0.016989 55696 train 0.014991 55697 train 0.012721 55698 train 0.016654 55699 train 0.012572 55700 val 19.9258 55700 train 0.016741 55701 train 0.018885 55702 train 0.014727 55703 train 0.015333 55704 train 0.014758 55705 train 0.018111 55706 train 0.015217 55707 train 0.018836 55708 train 0.015600 55709 train 0.014389 55710 train 0.014200 55711 train 0.012707 55712 train 0.025298 55713 train 0.014222 55714 train 0.015091 55715 train 0.014106 55716 train 0.012812 55717 train 0.020205 55718 train 0.013900 55719 train 0.015844 55720 train 0.015450 55721 train 0.014359 55722 train 0.013350 55723 train 0.014488 55724 train 0.018332 55725 val 19.9367 55725 train 0.015920 55726 train 0.015834 55727 train 0.012942 55728 train 0.013473 55729 train 0.015903 55730 train 0.015415 55731 train 0.015267 55732 train 0.015361 55733 train 0.013028 55734 train 0.014631 55735 train 0.014341 55736 train 0.014880 55737 train 0.015750 55738 train 0.014589 55739 train 0.016046 55740 train 0.011621 55741 train 0.016574 55742 train 0.015337 55743 train 0.014365 55744 train 0.014551 55745 train 0.014713 55746 train 0.011962 55747 train 0.013518 55748 train 0.015402 55749 train 0.015249 55750 val 19.9380 55750 train 0.015473 55751 train 0.013945 55752 train 0.014856 55753 train 0.017605 55754 train 0.013853 55755 train 0.014956 55756 train 0.016939 55757 train 0.013928 55758 train 0.013984 55759 train 0.012584 55760 train 0.013420 55761 train 0.012310 55762 train 0.015223 55763 train 0.014356 55764 train 0.014035 55765 train 0.014178 55766 train 0.013974 55767 train 0.012662 55768 train 0.013809 55769 train 0.014491 55770 train 0.014765 55771 train 0.015110 55772 train 0.014861 55773 train 0.019558 55774 train 0.012422 55775 val 19.8704 55775 train 0.012673 55776 train 0.015372 55777 train 0.012749 55778 train 0.013961 55779 train 0.014803 55780 train 0.014775 55781 train 0.013305 55782 train 0.014896 55783 train 0.013047 55784 train 0.014523 55785 train 0.014260 55786 train 0.013999 55787 train 0.014700 55788 train 0.015934 55789 train 0.018758 55790 train 0.013455 55791 train 0.018194 55792 train 0.015183 55793 train 0.014276 55794 train 0.013544 55795 train 0.013994 55796 train 0.014513 55797 train 0.013949 55798 train 0.015816 55799 train 0.012272 55800 val 19.9330 55800 train 0.015623 55801 train 0.014354 55802 train 0.018594 55803 train 0.013605 55804 train 0.014442 55805 train 0.014997 55806 train 0.014400 55807 train 0.016557 55808 train 0.016194 55809 train 0.013816 55810 train 0.011839 55811 train 0.013734 55812 train 0.014120 55813 train 0.012975 55814 train 0.014124 55815 train 0.018325 55816 train 0.016401 55817 train 0.013375 55818 train 0.014244 55819 train 0.014571 55820 train 0.014610 55821 train 0.013803 55822 train 0.014508 55823 train 0.015593 55824 train 0.014725 55825 val 19.8872 55825 train 0.017223 55826 train 0.014175 55827 train 0.015859 55828 train 0.016445 55829 train 0.014517 55830 train 0.014489 55831 train 0.014670 55832 train 0.019018 55833 train 0.013241 55834 train 0.015144 55835 train 0.013700 55836 train 0.013379 55837 train 0.015101 55838 train 0.015303 55839 train 0.012291 55840 train 0.014761 55841 train 0.015332 55842 train 0.013830 55843 train 0.015127 55844 train 0.015356 55845 train 0.014766 55846 train 0.015023 55847 train 0.014318 55848 train 0.014115 55849 train 0.011930 55850 val 19.8374 55850 train 0.012466 55851 train 0.014769 55852 train 0.012475 55853 train 0.014070 55854 train 0.017094 55855 train 0.013391 55856 train 0.015383 55857 train 0.012878 55858 train 0.014080 55859 train 0.014392 55860 train 0.013607 55861 train 0.014748 55862 train 0.015144 55863 train 0.013216 55864 train 0.014381 55865 train 0.014673 55866 train 0.016075 55867 train 0.012467 55868 train 0.028727 55869 train 0.015866 55870 train 0.015153 55871 train 0.013476 55872 train 0.013021 55873 train 0.014729 55874 train 0.012528 55875 val 19.9692 55875 train 0.015504 55876 train 0.013928 55877 train 0.015331 55878 train 0.017675 55879 train 0.015400 55880 train 0.014712 55881 train 0.016180 55882 train 0.016307 55883 train 0.015150 55884 train 0.013347 55885 train 0.014368 55886 train 0.014921 55887 train 0.012372 55888 train 0.014523 55889 train 0.012903 55890 train 0.022978 55891 train 0.014569 55892 train 0.013438 55893 train 0.013948 55894 train 0.014058 55895 train 0.016415 55896 train 0.013562 55897 train 0.013550 55898 train 0.014128 55899 train 0.014097 55900 val 19.9701 55900 train 0.012814 55901 train 0.013172 55902 train 0.015469 55903 train 0.013329 55904 train 0.016116 55905 train 0.017448 55906 train 0.014884 55907 train 0.014094 55908 train 0.014154 55909 train 0.014951 55910 train 0.013765 55911 train 0.013971 55912 train 0.014994 55913 train 0.012578 55914 train 0.019043 55915 train 0.017390 55916 train 0.021560 55917 train 0.019350 55918 train 0.015775 55919 train 0.014340 55920 train 0.013874 55921 train 0.014942 55922 train 0.015369 55923 train 0.014097 55924 train 0.015095 55925 val 19.9217 55925 train 0.013852 55926 train 0.025640 55927 train 0.015770 55928 train 0.014954 55929 train 0.014537 55930 train 0.013797 55931 train 0.020459 55932 train 0.014523 55933 train 0.014131 55934 train 0.014396 55935 train 0.015577 55936 train 0.014002 55937 train 0.013624 55938 train 0.013170 55939 train 0.013926 55940 train 0.016082 55941 train 0.014314 55942 train 0.014208 55943 train 0.013213 55944 train 0.014000 55945 train 0.013974 55946 train 0.014021 55947 train 0.016325 55948 train 0.014317 55949 train 0.013013 55950 val 19.9831 55950 train 0.017090 55951 train 0.014716 55952 train 0.021965 55953 train 0.012717 55954 train 0.018131 55955 train 0.015781 55956 train 0.014710 55957 train 0.014561 55958 train 0.015357 55959 train 0.013035 55960 train 0.012832 55961 train 0.013080 55962 train 0.021756 55963 train 0.015419 55964 train 0.014140 55965 train 0.012587 55966 train 0.016600 55967 train 0.013931 55968 train 0.012642 55969 train 0.012218 55970 train 0.015605 55971 train 0.014653 55972 train 0.015431 55973 train 0.014143 55974 train 0.014702 55975 val 19.9868 55975 train 0.013775 55976 train 0.016676 55977 train 0.013960 55978 train 0.013650 55979 train 0.012008 55980 train 0.014275 55981 train 0.014367 55982 train 0.013362 55983 train 0.015570 55984 train 0.014051 55985 train 0.012533 55986 train 0.015451 55987 train 0.015314 55988 train 0.023585 55989 train 0.012505 55990 train 0.015894 55991 train 0.012962 55992 train 0.015361 55993 train 0.013467 55994 train 0.016482 55995 train 0.013537 55996 train 0.014464 55997 train 0.015406 55998 train 0.015205 55999 train 0.013508 56000 val 19.8740 56000 train 0.013116 56001 train 0.012888 56002 train 0.013852 56003 train 0.012982 56004 train 0.012382 56005 train 0.013756 56006 train 0.015420 56007 train 0.015264 56008 train 0.012416 56009 train 0.012176 56010 train 0.014686 56011 train 0.014026 56012 train 0.018787 56013 train 0.015885 56014 train 0.011911 56015 train 0.012653 56016 train 0.014336 56017 train 0.013056 56018 train 0.012462 56019 train 0.012380 56020 train 0.013658 56021 train 0.012701 56022 train 0.016036 56023 train 0.014264 56024 train 0.014536 56025 val 19.9496 56025 train 0.011499 56026 train 0.015186 56027 train 0.014190 56028 train 0.014378 56029 train 0.014542 56030 train 0.014056 56031 train 0.014411 56032 train 0.012213 56033 train 0.013438 56034 train 0.012576 56035 train 0.015846 56036 train 0.014529 56037 train 0.014360 56038 train 0.013772 56039 train 0.011565 56040 train 0.013485 56041 train 0.012322 56042 train 0.013109 56043 train 0.015372 56044 train 0.017039 56045 train 0.011928 56046 train 0.014427 56047 train 0.012828 56048 train 0.026718 56049 train 0.015851 56050 val 19.9427 56050 train 0.013176 56051 train 0.013198 56052 train 0.013101 56053 train 0.012608 56054 train 0.014630 56055 train 0.013019 56056 train 0.013103 56057 train 0.014324 56058 train 0.015791 56059 train 0.015114 56060 train 0.016392 56061 train 0.016178 56062 train 0.014332 56063 train 0.014039 56064 train 0.015651 56065 train 0.015988 56066 train 0.013388 56067 train 0.015973 56068 train 0.014959 56069 train 0.013053 56070 train 0.014383 56071 train 0.023129 56072 train 0.014209 56073 train 0.015073 56074 train 0.014889 56075 val 19.8796 56075 train 0.013587 56076 train 0.012416 56077 train 0.013998 56078 train 0.013025 56079 train 0.013220 56080 train 0.017109 56081 train 0.014841 56082 train 0.015743 56083 train 0.014904 56084 train 0.023637 56085 train 0.017741 56086 train 0.011701 56087 train 0.012417 56088 train 0.014603 56089 train 0.014519 56090 train 0.013228 56091 train 0.013124 56092 train 0.013476 56093 train 0.015409 56094 train 0.016706 56095 train 0.013112 56096 train 0.015309 56097 train 0.017034 56098 train 0.016511 56099 train 0.014035 56100 val 19.9420 56100 train 0.015599 56101 train 0.015319 56102 train 0.013678 56103 train 0.016461 56104 train 0.015086 56105 train 0.015685 56106 train 0.014227 56107 train 0.014667 56108 train 0.012096 56109 train 0.013457 56110 train 0.012919 56111 train 0.015379 56112 train 0.014486 56113 train 0.012420 56114 train 0.016742 56115 train 0.013830 56116 train 0.024599 56117 train 0.012319 56118 train 0.013169 56119 train 0.020063 56120 train 0.026821 56121 train 0.012573 56122 train 0.012885 56123 train 0.012432 56124 train 0.015691 56125 val 19.9680 56125 train 0.014058 56126 train 0.012978 56127 train 0.015570 56128 train 0.014515 56129 train 0.015762 56130 train 0.013948 56131 train 0.013721 56132 train 0.014111 56133 train 0.028454 56134 train 0.014101 56135 train 0.015785 56136 train 0.015241 56137 train 0.014630 56138 train 0.013321 56139 train 0.014662 56140 train 0.015414 56141 train 0.013175 56142 train 0.013908 56143 train 0.012831 56144 train 0.013554 56145 train 0.013220 56146 train 0.013006 56147 train 0.015095 56148 train 0.016814 56149 train 0.013715 56150 val 19.9900 56150 train 0.016363 56151 train 0.014479 56152 train 0.017401 56153 train 0.013429 56154 train 0.011773 56155 train 0.020038 56156 train 0.017169 56157 train 0.014210 56158 train 0.013520 56159 train 0.014596 56160 train 0.014807 56161 train 0.012067 56162 train 0.013396 56163 train 0.014415 56164 train 0.014314 56165 train 0.014742 56166 train 0.011485 56167 train 0.014670 56168 train 0.013368 56169 train 0.019157 56170 train 0.013921 56171 train 0.014758 56172 train 0.016174 56173 train 0.013368 56174 train 0.014678 56175 val 19.9481 56175 train 0.015018 56176 train 0.014182 56177 train 0.012593 56178 train 0.015344 56179 train 0.012638 56180 train 0.013818 56181 train 0.016797 56182 train 0.013563 56183 train 0.015012 56184 train 0.013489 56185 train 0.014742 56186 train 0.014795 56187 train 0.014034 56188 train 0.014189 56189 train 0.011475 56190 train 0.012793 56191 train 0.016848 56192 train 0.014123 56193 train 0.015419 56194 train 0.015202 56195 train 0.015719 56196 train 0.013268 56197 train 0.015967 56198 train 0.012766 56199 train 0.013098 56200 val 19.9755 56200 train 0.013600 56201 train 0.015337 56202 train 0.011831 56203 train 0.012754 56204 train 0.013844 56205 train 0.014998 56206 train 0.013662 56207 train 0.014143 56208 train 0.015574 56209 train 0.013559 56210 train 0.013245 56211 train 0.014046 56212 train 0.012997 56213 train 0.013564 56214 train 0.014498 56215 train 0.013507 56216 train 0.013588 56217 train 0.025287 56218 train 0.013300 56219 train 0.014706 56220 train 0.014147 56221 train 0.014857 56222 train 0.015874 56223 train 0.019443 56224 train 0.011757 56225 val 19.9650 56225 train 0.015343 56226 train 0.013948 56227 train 0.012462 56228 train 0.013153 56229 train 0.014917 56230 train 0.016520 56231 train 0.014031 56232 train 0.013854 56233 train 0.039596 56234 train 0.014457 56235 train 0.013059 56236 train 0.015858 56237 train 0.016336 56238 train 0.013766 56239 train 0.015406 56240 train 0.015933 56241 train 0.014462 56242 train 0.013763 56243 train 0.014837 56244 train 0.016644 56245 train 0.016868 56246 train 0.015688 56247 train 0.013460 56248 train 0.013987 56249 train 0.013323 56250 val 19.9669 56250 train 0.015948 56251 train 0.013163 56252 train 0.014719 56253 train 0.045103 56254 train 0.014248 56255 train 0.016377 56256 train 0.015840 56257 train 0.014707 56258 train 0.015039 56259 train 0.014270 56260 train 0.012723 56261 train 0.014683 56262 train 0.014802 56263 train 0.013424 56264 train 0.013448 56265 train 0.014702 56266 train 0.016081 56267 train 0.013412 56268 train 0.015449 56269 train 0.028247 56270 train 0.015324 56271 train 0.014124 56272 train 0.017724 56273 train 0.015389 56274 train 0.016263 56275 val 19.9049 56275 train 0.013002 56276 train 0.013174 56277 train 0.011543 56278 train 0.015304 56279 train 0.013561 56280 train 0.014039 56281 train 0.014466 56282 train 0.013743 56283 train 0.016489 56284 train 0.013738 56285 train 0.013788 56286 train 0.013976 56287 train 0.014218 56288 train 0.014876 56289 train 0.021521 56290 train 0.013771 56291 train 0.015616 56292 train 0.013438 56293 train 0.014550 56294 train 0.013126 56295 train 0.015183 56296 train 0.013128 56297 train 0.014055 56298 train 0.012764 56299 train 0.012640 56300 val 19.9613 56300 train 0.012980 56301 train 0.012541 56302 train 0.014577 56303 train 0.014059 56304 train 0.014012 56305 train 0.021977 56306 train 0.013718 56307 train 0.015205 56308 train 0.013780 56309 train 0.012500 56310 train 0.012255 56311 train 0.013285 56312 train 0.013622 56313 train 0.010145 56314 train 0.013458 56315 train 0.010741 56316 train 0.012094 56317 train 0.013884 56318 train 0.013576 56319 train 0.013409 56320 train 0.013699 56321 train 0.014179 56322 train 0.014062 56323 train 0.012032 56324 train 0.012721 56325 val 19.8750 56325 train 0.017106 56326 train 0.015212 56327 train 0.010674 56328 train 0.011920 56329 train 0.015502 56330 train 0.011437 56331 train 0.014579 56332 train 0.013096 56333 train 0.012637 56334 train 0.012969 56335 train 0.010881 56336 train 0.012878 56337 train 0.013369 56338 train 0.012467 56339 train 0.013818 56340 train 0.013383 56341 train 0.013377 56342 train 0.014415 56343 train 0.013060 56344 train 0.013501 56345 train 0.013613 56346 train 0.012317 56347 train 0.013687 56348 train 0.015351 56349 train 0.012400 56350 val 19.9707 56350 train 0.014545 56351 train 0.014563 56352 train 0.012134 56353 train 0.012652 56354 train 0.012222 56355 train 0.013759 56356 train 0.014693 56357 train 0.017272 56358 train 0.015017 56359 train 0.013297 56360 train 0.014312 56361 train 0.015147 56362 train 0.014685 56363 train 0.015030 56364 train 0.014733 56365 train 0.017403 56366 train 0.012449 56367 train 0.015554 56368 train 0.019815 56369 train 0.012758 56370 train 0.016491 56371 train 0.014302 56372 train 0.015803 56373 train 0.017373 56374 train 0.013195 56375 val 19.9778 56375 train 0.016132 56376 train 0.015629 56377 train 0.012875 56378 train 0.015942 56379 train 0.015231 56380 train 0.013692 56381 train 0.012917 56382 train 0.012532 56383 train 0.013610 56384 train 0.014192 56385 train 0.011733 56386 train 0.016661 56387 train 0.016185 56388 train 0.011913 56389 train 0.012572 56390 train 0.015520 56391 train 0.012724 56392 train 0.018652 56393 train 0.015490 56394 train 0.016181 56395 train 0.013484 56396 train 0.015176 56397 train 0.016591 56398 train 0.013705 56399 train 0.013788 56400 val 19.9108 56400 train 0.014427 56401 train 0.015725 56402 train 0.016148 56403 train 0.017160 56404 train 0.016743 56405 train 0.015477 56406 train 0.016803 56407 train 0.014809 56408 train 0.018552 56409 train 0.015828 56410 train 0.014618 56411 train 0.014821 56412 train 0.015515 56413 train 0.017931 56414 train 0.017583 56415 train 0.013420 56416 train 0.014709 56417 train 0.012858 56418 train 0.013674 56419 train 0.013542 56420 train 0.014830 56421 train 0.011176 56422 train 0.014656 56423 train 0.014991 56424 train 0.013696 56425 val 19.9216 56425 train 0.014549 56426 train 0.013815 56427 train 0.014363 56428 train 0.014648 56429 train 0.015215 56430 train 0.017560 56431 train 0.013295 56432 train 0.014435 56433 train 0.013565 56434 train 0.011474 56435 train 0.013321 56436 train 0.015161 56437 train 0.012765 56438 train 0.013888 56439 train 0.013719 56440 train 0.012853 56441 train 0.016903 56442 train 0.013882 56443 train 0.012925 56444 train 0.018007 56445 train 0.014272 56446 train 0.013133 56447 train 0.015537 56448 train 0.014050 56449 train 0.014326 56450 val 19.8939 56450 train 0.015547 56451 train 0.011787 56452 train 0.012535 56453 train 0.012415 56454 train 0.012324 56455 train 0.013081 56456 train 0.014782 56457 train 0.014408 56458 train 0.014820 56459 train 0.015407 56460 train 0.013084 56461 train 0.013194 56462 train 0.014317 56463 train 0.013643 56464 train 0.013894 56465 train 0.017943 56466 train 0.020357 56467 train 0.013122 56468 train 0.013786 56469 train 0.011618 56470 train 0.013799 56471 train 0.012312 56472 train 0.012457 56473 train 0.013698 56474 train 0.012683 56475 val 19.8698 56475 train 0.013341 56476 train 0.013763 56477 train 0.013154 56478 train 0.014946 56479 train 0.015529 56480 train 0.017811 56481 train 0.013655 56482 train 0.012977 56483 train 0.014075 56484 train 0.012397 56485 train 0.014164 56486 train 0.013567 56487 train 0.013187 56488 train 0.015855 56489 train 0.013893 56490 train 0.012846 56491 train 0.014382 56492 train 0.013615 56493 train 0.013599 56494 train 0.012967 56495 train 0.014686 56496 train 0.014487 56497 train 0.015376 56498 train 0.017082 56499 train 0.013419 56500 val 19.9928 56500 train 0.014236 56501 train 0.017455 56502 train 0.016999 56503 train 0.015948 56504 train 0.013784 56505 train 0.015994 56506 train 0.013955 56507 train 0.015510 56508 train 0.013086 56509 train 0.012721 56510 train 0.014892 56511 train 0.013044 56512 train 0.014411 56513 train 0.014324 56514 train 0.013344 56515 train 0.013388 56516 train 0.016571 56517 train 0.012767 56518 train 0.012524 56519 train 0.014268 56520 train 0.012732 56521 train 0.015884 56522 train 0.016831 56523 train 0.015310 56524 train 0.016216 56525 val 19.9785 56525 train 0.015581 56526 train 0.015043 56527 train 0.014246 56528 train 0.015830 56529 train 0.011540 56530 train 0.011315 56531 train 0.013311 56532 train 0.013182 56533 train 0.013833 56534 train 0.013488 56535 train 0.012812 56536 train 0.011980 56537 train 0.014756 56538 train 0.015550 56539 train 0.016877 56540 train 0.012436 56541 train 0.014582 56542 train 0.012990 56543 train 0.012300 56544 train 0.011951 56545 train 0.018576 56546 train 0.013592 56547 train 0.012716 56548 train 0.012486 56549 train 0.012462 56550 val 19.8482 56550 train 0.013077 56551 train 0.013821 56552 train 0.013784 56553 train 0.015693 56554 train 0.012157 56555 train 0.014872 56556 train 0.012600 56557 train 0.011691 56558 train 0.014222 56559 train 0.013687 56560 train 0.014939 56561 train 0.015048 56562 train 0.014461 56563 train 0.016414 56564 train 0.015654 56565 train 0.012700 56566 train 0.012017 56567 train 0.012732 56568 train 0.014997 56569 train 0.011859 56570 train 0.013158 56571 train 0.014277 56572 train 0.013886 56573 train 0.013602 56574 train 0.013868 56575 val 19.8373 56575 train 0.016629 56576 train 0.013325 56577 train 0.014947 56578 train 0.013403 56579 train 0.014151 56580 train 0.013035 56581 train 0.014764 56582 train 0.012725 56583 train 0.013921 56584 train 0.014826 56585 train 0.012180 56586 train 0.012857 56587 train 0.015543 56588 train 0.014476 56589 train 0.012428 56590 train 0.014669 56591 train 0.012416 56592 train 0.012493 56593 train 0.012712 56594 train 0.013654 56595 train 0.012628 56596 train 0.011795 56597 train 0.013208 56598 train 0.014693 56599 train 0.013229 56600 val 19.9584 56600 train 0.016134 56601 train 0.012326 56602 train 0.014517 56603 train 0.015661 56604 train 0.014462 56605 train 0.012047 56606 train 0.015465 56607 train 0.013183 56608 train 0.013932 56609 train 0.015424 56610 train 0.013579 56611 train 0.012773 56612 train 0.012473 56613 train 0.019010 56614 train 0.012750 56615 train 0.014128 56616 train 0.013029 56617 train 0.013740 56618 train 0.014631 56619 train 0.016742 56620 train 0.016588 56621 train 0.012578 56622 train 0.014007 56623 train 0.014012 56624 train 0.013442 56625 val 20.0176 56625 train 0.012467 56626 train 0.014924 56627 train 0.011291 56628 train 0.012651 56629 train 0.012036 56630 train 0.012833 56631 train 0.014069 56632 train 0.014122 56633 train 0.015199 56634 train 0.013232 56635 train 0.013152 56636 train 0.013969 56637 train 0.012277 56638 train 0.013206 56639 train 0.014139 56640 train 0.014906 56641 train 0.012602 56642 train 0.013867 56643 train 0.012263 56644 train 0.014020 56645 train 0.015457 56646 train 0.013877 56647 train 0.013925 56648 train 0.012429 56649 train 0.014549 56650 val 19.9830 56650 train 0.014244 56651 train 0.012355 56652 train 0.014760 56653 train 0.014508 56654 train 0.012283 56655 train 0.016754 56656 train 0.014745 56657 train 0.012085 56658 train 0.015187 56659 train 0.012707 56660 train 0.014497 56661 train 0.011899 56662 train 0.014162 56663 train 0.013656 56664 train 0.011360 56665 train 0.014930 56666 train 0.013618 56667 train 0.012474 56668 train 0.015206 56669 train 0.014184 56670 train 0.013335 56671 train 0.017190 56672 train 0.013408 56673 train 0.014657 56674 train 0.015734 56675 val 19.9230 56675 train 0.017592 56676 train 0.014766 56677 train 0.012971 56678 train 0.013983 56679 train 0.013532 56680 train 0.013154 56681 train 0.014994 56682 train 0.013911 56683 train 0.015816 56684 train 0.013141 56685 train 0.016048 56686 train 0.017347 56687 train 0.014912 56688 train 0.018058 56689 train 0.013081 56690 train 0.013013 56691 train 0.015528 56692 train 0.015723 56693 train 0.011752 56694 train 0.018310 56695 train 0.011132 56696 train 0.014009 56697 train 0.012125 56698 train 0.016134 56699 train 0.018615 56700 val 19.9575 56700 train 0.011946 56701 train 0.013362 56702 train 0.013361 56703 train 0.012946 56704 train 0.013549 56705 train 0.016741 56706 train 0.013504 56707 train 0.020448 56708 train 0.013663 56709 train 0.013645 56710 train 0.012525 56711 train 0.016629 56712 train 0.014671 56713 train 0.014163 56714 train 0.016051 56715 train 0.014022 56716 train 0.014315 56717 train 0.014739 56718 train 0.014190 56719 train 0.014834 56720 train 0.013249 56721 train 0.015478 56722 train 0.016494 56723 train 0.012674 56724 train 0.017164 56725 val 19.9316 56725 train 0.015052 56726 train 0.012857 56727 train 0.013090 56728 train 0.014630 56729 train 0.016050 56730 train 0.016469 56731 train 0.014444 56732 train 0.015272 56733 train 0.014730 56734 train 0.015249 56735 train 0.017985 56736 train 0.015015 56737 train 0.015179 56738 train 0.014943 56739 train 0.016544 56740 train 0.010518 56741 train 0.014618 56742 train 0.014590 56743 train 0.014817 56744 train 0.014766 56745 train 0.012443 56746 train 0.014355 56747 train 0.012291 56748 train 0.014289 56749 train 0.013688 56750 val 19.8604 56750 train 0.014736 56751 train 0.013112 56752 train 0.013952 56753 train 0.016972 56754 train 0.014912 56755 train 0.012164 56756 train 0.015166 56757 train 0.014273 56758 train 0.016165 56759 train 0.013289 56760 train 0.017639 56761 train 0.018341 56762 train 0.012639 56763 train 0.014571 56764 train 0.011599 56765 train 0.015005 56766 train 0.014210 56767 train 0.014643 56768 train 0.013291 56769 train 0.013925 56770 train 0.015390 56771 train 0.019378 56772 train 0.015427 56773 train 0.011779 56774 train 0.013848 56775 val 19.8928 56775 train 0.013734 56776 train 0.010984 56777 train 0.013744 56778 train 0.014307 56779 train 0.014793 56780 train 0.015020 56781 train 0.011477 56782 train 0.013608 56783 train 0.012305 56784 train 0.011459 56785 train 0.016838 56786 train 0.014535 56787 train 0.013858 56788 train 0.014905 56789 train 0.018750 56790 train 0.014511 56791 train 0.011564 56792 train 0.011773 56793 train 0.014368 56794 train 0.013507 56795 train 0.013681 56796 train 0.015954 56797 train 0.016067 56798 train 0.012912 56799 train 0.014114 56800 val 19.9820 56800 train 0.012523 56801 train 0.014490 56802 train 0.012565 56803 train 0.011541 56804 train 0.011365 56805 train 0.012138 56806 train 0.014993 56807 train 0.015887 56808 train 0.012452 56809 train 0.016159 56810 train 0.011787 56811 train 0.014024 56812 train 0.015804 56813 train 0.014082 56814 train 0.014474 56815 train 0.015483 56816 train 0.015526 56817 train 0.012588 56818 train 0.013266 56819 train 0.014481 56820 train 0.013236 56821 train 0.015496 56822 train 0.015317 56823 train 0.014895 56824 train 0.012254 56825 val 19.9635 56825 train 0.015462 56826 train 0.013261 56827 train 0.010628 56828 train 0.013791 56829 train 0.013093 56830 train 0.014312 56831 train 0.014021 56832 train 0.013756 56833 train 0.015258 56834 train 0.014078 56835 train 0.012763 56836 train 0.012155 56837 train 0.013644 56838 train 0.012459 56839 train 0.011797 56840 train 0.011613 56841 train 0.013218 56842 train 0.013576 56843 train 0.013383 56844 train 0.013981 56845 train 0.013976 56846 train 0.013443 56847 train 0.014803 56848 train 0.019876 56849 train 0.012832 56850 val 19.9759 56850 train 0.012513 56851 train 0.016487 56852 train 0.013885 56853 train 0.011210 56854 train 0.015414 56855 train 0.016229 56856 train 0.012602 56857 train 0.017958 56858 train 0.014831 56859 train 0.015262 56860 train 0.012586 56861 train 0.013739 56862 train 0.014552 56863 train 0.013293 56864 train 0.013314 56865 train 0.015511 56866 train 0.013920 56867 train 0.015203 56868 train 0.015563 56869 train 0.013837 56870 train 0.016268 56871 train 0.012750 56872 train 0.013505 56873 train 0.014954 56874 train 0.014566 56875 val 19.9852 56875 train 0.012896 56876 train 0.013680 56877 train 0.013587 56878 train 0.013590 56879 train 0.020694 56880 train 0.016520 56881 train 0.013141 56882 train 0.015673 56883 train 0.014356 56884 train 0.014416 56885 train 0.013723 56886 train 0.016285 56887 train 0.014646 56888 train 0.013115 56889 train 0.012358 56890 train 0.018045 56891 train 0.015366 56892 train 0.012873 56893 train 0.018721 56894 train 0.015040 56895 train 0.014824 56896 train 0.012398 56897 train 0.013893 56898 train 0.013303 56899 train 0.011677 56900 val 19.9585 56900 train 0.016449 56901 train 0.017521 56902 train 0.015754 56903 train 0.012464 56904 train 0.025175 56905 train 0.014143 56906 train 0.015485 56907 train 0.011607 56908 train 0.012524 56909 train 0.015935 56910 train 0.013670 56911 train 0.011004 56912 train 0.012928 56913 train 0.018291 56914 train 0.014629 56915 train 0.015340 56916 train 0.019557 56917 train 0.012532 56918 train 0.017536 56919 train 0.014734 56920 train 0.015200 56921 train 0.014416 56922 train 0.015456 56923 train 0.012785 56924 train 0.013081 56925 val 19.9640 56925 train 0.015372 56926 train 0.016791 56927 train 0.017977 56928 train 0.013299 56929 train 0.016279 56930 train 0.014790 56931 train 0.013811 56932 train 0.012569 56933 train 0.013406 56934 train 0.014463 56935 train 0.014363 56936 train 0.016429 56937 train 0.015683 56938 train 0.013300 56939 train 0.013624 56940 train 0.015482 56941 train 0.013416 56942 train 0.013507 56943 train 0.013819 56944 train 0.013768 56945 train 0.014108 56946 train 0.013645 56947 train 0.011491 56948 train 0.013824 56949 train 0.018172 56950 val 20.0244 56950 train 0.012121 56951 train 0.013047 56952 train 0.016355 56953 train 0.012624 56954 train 0.014212 56955 train 0.014177 56956 train 0.016186 56957 train 0.013027 56958 train 0.013197 56959 train 0.013235 56960 train 0.011402 56961 train 0.017719 56962 train 0.012795 56963 train 0.016765 56964 train 0.010703 56965 train 0.014170 56966 train 0.014651 56967 train 0.014283 56968 train 0.011646 56969 train 0.011713 56970 train 0.013365 56971 train 0.013134 56972 train 0.016515 56973 train 0.012064 56974 train 0.012027 56975 val 19.9480 56975 train 0.014022 56976 train 0.014405 56977 train 0.014896 56978 train 0.014078 56979 train 0.013297 56980 train 0.011940 56981 train 0.011688 56982 train 0.012615 56983 train 0.012101 56984 train 0.013928 56985 train 0.016605 56986 train 0.012852 56987 train 0.011684 56988 train 0.012997 56989 train 0.012787 56990 train 0.015197 56991 train 0.015286 56992 train 0.015596 56993 train 0.014276 56994 train 0.012084 56995 train 0.013297 56996 train 0.012826 56997 train 0.015707 56998 train 0.013923 56999 train 0.021388 57000 val 20.0113 57000 train 0.012449 57001 train 0.013033 57002 train 0.014165 57003 train 0.013898 57004 train 0.011491 57005 train 0.011749 57006 train 0.013438 57007 train 0.013937 57008 train 0.016525 57009 train 0.012520 57010 train 0.011258 57011 train 0.012912 57012 train 0.015925 57013 train 0.014662 57014 train 0.014094 57015 train 0.012468 57016 train 0.014299 57017 train 0.012758 57018 train 0.014502 57019 train 0.013969 57020 train 0.013699 57021 train 0.021139 57022 train 0.011323 57023 train 0.012304 57024 train 0.015082 57025 val 19.9932 57025 train 0.012443 57026 train 0.015089 57027 train 0.014820 57028 train 0.017974 57029 train 0.016403 57030 train 0.013916 57031 train 0.012826 57032 train 0.013157 57033 train 0.013814 57034 train 0.014018 57035 train 0.015824 57036 train 0.014084 57037 train 0.014812 57038 train 0.015232 57039 train 0.013509 57040 train 0.014148 57041 train 0.012284 57042 train 0.015563 57043 train 0.015478 57044 train 0.014217 57045 train 0.013521 57046 train 0.011144 57047 train 0.014662 57048 train 0.016651 57049 train 0.014119 57050 val 19.9933 57050 train 0.012517 57051 train 0.013391 57052 train 0.013382 57053 train 0.013398 57054 train 0.014921 57055 train 0.012333 57056 train 0.014600 57057 train 0.021441 57058 train 0.010870 57059 train 0.013052 57060 train 0.014381 57061 train 0.011317 57062 train 0.013664 57063 train 0.017256 57064 train 0.017907 57065 train 0.016330 57066 train 0.013954 57067 train 0.011397 57068 train 0.013135 57069 train 0.016633 57070 train 0.015942 57071 train 0.014236 57072 train 0.016847 57073 train 0.015538 57074 train 0.014681 57075 val 19.9177 57075 train 0.011676 57076 train 0.014822 57077 train 0.014400 57078 train 0.015155 57079 train 0.016284 57080 train 0.015940 57081 train 0.012181 57082 train 0.011251 57083 train 0.013206 57084 train 0.015349 57085 train 0.015151 57086 train 0.013803 57087 train 0.015240 57088 train 0.013367 57089 train 0.013818 57090 train 0.012553 57091 train 0.013941 57092 train 0.014790 57093 train 0.030804 57094 train 0.011760 57095 train 0.012373 57096 train 0.012393 57097 train 0.014036 57098 train 0.013060 57099 train 0.013835 57100 val 19.9570 57100 train 0.015006 57101 train 0.014045 57102 train 0.014756 57103 train 0.011555 57104 train 0.015298 57105 train 0.015198 57106 train 0.016918 57107 train 0.012940 57108 train 0.020502 57109 train 0.013526 57110 train 0.013038 57111 train 0.014900 57112 train 0.016574 57113 train 0.014390 57114 train 0.013662 57115 train 0.014520 57116 train 0.014063 57117 train 0.013288 57118 train 0.011128 57119 train 0.013797 57120 train 0.014560 57121 train 0.014042 57122 train 0.013852 57123 train 0.011864 57124 train 0.012751 57125 val 19.9641 57125 train 0.014689 57126 train 0.013538 57127 train 0.013256 57128 train 0.013849 57129 train 0.020431 57130 train 0.014639 57131 train 0.011673 57132 train 0.014173 57133 train 0.013657 57134 train 0.014236 57135 train 0.015600 57136 train 0.015454 57137 train 0.013278 57138 train 0.016210 57139 train 0.012321 57140 train 0.010973 57141 train 0.013878 57142 train 0.015653 57143 train 0.015066 57144 train 0.024198 57145 train 0.013825 57146 train 0.015082 57147 train 0.013128 57148 train 0.017090 57149 train 0.013805 57150 val 19.9438 57150 train 0.013295 57151 train 0.015072 57152 train 0.015955 57153 train 0.013138 57154 train 0.013548 57155 train 0.013098 57156 train 0.013874 57157 train 0.013722 57158 train 0.016064 57159 train 0.012920 57160 train 0.012832 57161 train 0.013875 57162 train 0.012216 57163 train 0.013018 57164 train 0.012509 57165 train 0.015061 57166 train 0.013730 57167 train 0.013325 57168 train 0.013421 57169 train 0.017477 57170 train 0.012636 57171 train 0.014742 57172 train 0.016532 57173 train 0.013768 57174 train 0.014128 57175 val 19.9398 57175 train 0.014448 57176 train 0.011546 57177 train 0.011112 57178 train 0.013787 57179 train 0.013041 57180 train 0.023422 57181 train 0.013995 57182 train 0.015456 57183 train 0.012957 57184 train 0.016619 57185 train 0.015015 57186 train 0.011751 57187 train 0.017048 57188 train 0.013028 57189 train 0.012476 57190 train 0.014624 57191 train 0.012096 57192 train 0.012292 57193 train 0.012139 57194 train 0.012933 57195 train 0.013246 57196 train 0.013059 57197 train 0.016218 57198 train 0.012291 57199 train 0.014248 57200 val 19.9539 57200 train 0.014090 57201 train 0.016089 57202 train 0.014831 57203 train 0.013282 57204 train 0.015400 57205 train 0.013584 57206 train 0.014359 57207 train 0.014254 57208 train 0.014412 57209 train 0.012308 57210 train 0.013670 57211 train 0.013792 57212 train 0.012725 57213 train 0.012316 57214 train 0.013224 57215 train 0.014593 57216 train 0.016532 57217 train 0.016296 57218 train 0.015408 57219 train 0.011252 57220 train 0.015222 57221 train 0.018296 57222 train 0.011959 57223 train 0.016388 57224 train 0.012414 57225 val 19.9299 57225 train 0.013701 57226 train 0.013269 57227 train 0.011314 57228 train 0.010989 57229 train 0.012559 57230 train 0.014251 57231 train 0.014296 57232 train 0.012574 57233 train 0.018865 57234 train 0.012634 57235 train 0.014184 57236 train 0.013935 57237 train 0.013827 57238 train 0.013748 57239 train 0.015503 57240 train 0.017477 57241 train 0.012783 57242 train 0.017454 57243 train 0.014747 57244 train 0.012895 57245 train 0.012380 57246 train 0.012686 57247 train 0.013690 57248 train 0.012929 57249 train 0.011942 57250 val 19.9329 57250 train 0.014925 57251 train 0.013225 57252 train 0.014433 57253 train 0.016336 57254 train 0.013473 57255 train 0.011863 57256 train 0.015169 57257 train 0.019207 57258 train 0.012370 57259 train 0.014614 57260 train 0.013740 57261 train 0.019405 57262 train 0.013939 57263 train 0.013473 57264 train 0.014173 57265 train 0.013204 57266 train 0.013092 57267 train 0.013995 57268 train 0.012289 57269 train 0.024249 57270 train 0.015023 57271 train 0.013440 57272 train 0.013637 57273 train 0.013697 57274 train 0.013519 57275 val 20.0756 57275 train 0.014416 57276 train 0.022815 57277 train 0.013297 57278 train 0.019116 57279 train 0.013613 57280 train 0.013460 57281 train 0.014360 57282 train 0.015788 57283 train 0.011658 57284 train 0.013885 57285 train 0.013905 57286 train 0.011863 57287 train 0.015898 57288 train 0.014120 57289 train 0.019798 57290 train 0.012745 57291 train 0.014319 57292 train 0.012841 57293 train 0.016603 57294 train 0.013764 57295 train 0.014772 57296 train 0.011913 57297 train 0.024835 57298 train 0.012428 57299 train 0.012564 57300 val 19.9756 57300 train 0.014872 57301 train 0.013890 57302 train 0.014202 57303 train 0.012228 57304 train 0.014398 57305 train 0.016207 57306 train 0.012930 57307 train 0.013333 57308 train 0.013739 57309 train 0.011189 57310 train 0.015010 57311 train 0.014772 57312 train 0.017184 57313 train 0.012150 57314 train 0.018842 57315 train 0.012803 57316 train 0.011860 57317 train 0.014023 57318 train 0.015888 57319 train 0.013728 57320 train 0.014145 57321 train 0.012998 57322 train 0.013089 57323 train 0.014819 57324 train 0.014205 57325 val 19.9795 57325 train 0.017052 57326 train 0.013095 57327 train 0.013409 57328 train 0.012062 57329 train 0.013735 57330 train 0.015731 57331 train 0.012795 57332 train 0.011511 57333 train 0.021220 57334 train 0.013545 57335 train 0.013036 57336 train 0.018168 57337 train 0.012889 57338 train 0.013810 57339 train 0.012031 57340 train 0.014599 57341 train 0.011773 57342 train 0.013471 57343 train 0.012651 57344 train 0.011873 57345 train 0.012472 57346 train 0.016858 57347 train 0.014739 57348 train 0.014117 57349 train 0.010901 57350 val 19.9717 57350 train 0.015980 57351 train 0.012090 57352 train 0.011756 57353 train 0.011925 57354 train 0.021665 57355 train 0.014321 57356 train 0.013491 57357 train 0.011404 57358 train 0.011499 57359 train 0.013743 57360 train 0.015250 57361 train 0.014165 57362 train 0.013621 57363 train 0.015519 57364 train 0.011662 57365 train 0.014845 57366 train 0.012076 57367 train 0.012668 57368 train 0.011436 57369 train 0.012713 57370 train 0.013564 57371 train 0.013820 57372 train 0.016219 57373 train 0.013492 57374 train 0.012061 57375 val 19.9141 57375 train 0.012088 57376 train 0.014899 57377 train 0.012119 57378 train 0.012653 57379 train 0.011676 57380 train 0.012289 57381 train 0.012263 57382 train 0.013914 57383 train 0.012867 57384 train 0.012818 57385 train 0.012663 57386 train 0.014400 57387 train 0.012662 57388 train 0.012666 57389 train 0.013865 57390 train 0.019477 57391 train 0.012457 57392 train 0.013182 57393 train 0.011887 57394 train 0.015197 57395 train 0.011144 57396 train 0.014407 57397 train 0.012164 57398 train 0.012351 57399 train 0.016016 57400 val 19.8602 57400 train 0.013549 57401 train 0.012862 57402 train 0.011370 57403 train 0.012549 57404 train 0.011024 57405 train 0.012100 57406 train 0.017897 57407 train 0.013949 57408 train 0.011331 57409 train 0.013071 57410 train 0.011928 57411 train 0.013276 57412 train 0.015124 57413 train 0.012395 57414 train 0.012594 57415 train 0.014020 57416 train 0.012104 57417 train 0.012988 57418 train 0.012543 57419 train 0.012467 57420 train 0.013012 57421 train 0.012094 57422 train 0.013207 57423 train 0.014538 57424 train 0.013964 57425 val 20.0019 57425 train 0.014618 57426 train 0.014682 57427 train 0.014125 57428 train 0.014123 57429 train 0.013671 57430 train 0.014126 57431 train 0.012848 57432 train 0.015535 57433 train 0.013909 57434 train 0.011664 57435 train 0.012431 57436 train 0.013197 57437 train 0.015828 57438 train 0.012071 57439 train 0.014661 57440 train 0.014734 57441 train 0.012319 57442 train 0.016318 57443 train 0.010784 57444 train 0.010584 57445 train 0.013720 57446 train 0.014549 57447 train 0.013475 57448 train 0.017258 57449 train 0.011704 57450 val 19.9888 57450 train 0.013808 57451 train 0.013895 57452 train 0.011862 57453 train 0.013957 57454 train 0.014841 57455 train 0.012703 57456 train 0.013571 57457 train 0.013077 57458 train 0.014098 57459 train 0.016037 57460 train 0.014219 57461 train 0.015228 57462 train 0.014742 57463 train 0.013445 57464 train 0.014012 57465 train 0.013816 57466 train 0.017106 57467 train 0.013547 57468 train 0.015618 57469 train 0.014564 57470 train 0.013103 57471 train 0.012657 57472 train 0.014172 57473 train 0.014248 57474 train 0.013009 57475 val 19.9091 57475 train 0.013198 57476 train 0.013248 57477 train 0.011669 57478 train 0.014897 57479 train 0.012682 57480 train 0.012256 57481 train 0.013296 57482 train 0.014203 57483 train 0.013866 57484 train 0.015264 57485 train 0.011375 57486 train 0.012450 57487 train 0.013644 57488 train 0.013009 57489 train 0.012831 57490 train 0.012076 57491 train 0.012333 57492 train 0.012875 57493 train 0.012552 57494 train 0.012968 57495 train 0.012721 57496 train 0.012744 57497 train 0.014055 57498 train 0.012728 57499 train 0.012209 57500 val 19.9722 57500 train 0.012708 57501 train 0.013140 57502 train 0.017492 57503 train 0.012549 57504 train 0.011313 57505 train 0.021638 57506 train 0.020623 57507 train 0.013250 57508 train 0.014594 57509 train 0.015198 57510 train 0.015614 57511 train 0.013854 57512 train 0.013455 57513 train 0.013774 57514 train 0.016727 57515 train 0.012787 57516 train 0.013018 57517 train 0.012175 57518 train 0.017380 57519 train 0.014282 57520 train 0.013576 57521 train 0.014353 57522 train 0.013315 57523 train 0.014654 57524 train 0.013684 57525 val 20.0238 57525 train 0.013885 57526 train 0.013161 57527 train 0.012017 57528 train 0.012946 57529 train 0.013270 57530 train 0.014733 57531 train 0.012970 57532 train 0.013949 57533 train 0.014361 57534 train 0.013123 57535 train 0.012423 57536 train 0.013293 57537 train 0.014564 57538 train 0.013464 57539 train 0.012119 57540 train 0.010967 57541 train 0.029068 57542 train 0.026790 57543 train 0.012845 57544 train 0.011826 57545 train 0.012155 57546 train 0.013101 57547 train 0.014735 57548 train 0.013717 57549 train 0.013350 57550 val 19.9453 57550 train 0.016636 57551 train 0.015947 57552 train 0.015381 57553 train 0.013302 57554 train 0.017748 57555 train 0.013892 57556 train 0.013654 57557 train 0.013432 57558 train 0.013768 57559 train 0.014535 57560 train 0.014641 57561 train 0.012949 57562 train 0.017700 57563 train 0.013236 57564 train 0.013512 57565 train 0.013661 57566 train 0.011625 57567 train 0.011938 57568 train 0.013174 57569 train 0.013308 57570 train 0.011128 57571 train 0.012846 57572 train 0.014214 57573 train 0.011915 57574 train 0.012426 57575 val 19.9499 57575 train 0.012925 57576 train 0.012602 57577 train 0.017910 57578 train 0.013408 57579 train 0.012113 57580 train 0.012648 57581 train 0.013230 57582 train 0.013424 57583 train 0.012077 57584 train 0.017497 57585 train 0.011219 57586 train 0.020412 57587 train 0.015652 57588 train 0.012992 57589 train 0.012468 57590 train 0.014259 57591 train 0.013588 57592 train 0.014819 57593 train 0.013201 57594 train 0.012772 57595 train 0.013092 57596 train 0.013001 57597 train 0.013127 57598 train 0.012162 57599 train 0.013762 57600 val 19.9831 57600 train 0.011868 57601 train 0.012738 57602 train 0.012223 57603 train 0.011773 57604 train 0.012084 57605 train 0.012686 57606 train 0.010455 57607 train 0.013187 57608 train 0.012175 57609 train 0.011315 57610 train 0.016317 57611 train 0.011939 57612 train 0.012964 57613 train 0.017609 57614 train 0.013800 57615 train 0.011495 57616 train 0.013312 57617 train 0.014382 57618 train 0.012432 57619 train 0.014249 57620 train 0.015491 57621 train 0.013227 57622 train 0.014649 57623 train 0.014675 57624 train 0.013347 57625 val 19.9522 57625 train 0.012493 57626 train 0.014850 57627 train 0.013468 57628 train 0.013649 57629 train 0.010686 57630 train 0.013369 57631 train 0.015717 57632 train 0.012708 57633 train 0.012389 57634 train 0.012917 57635 train 0.012731 57636 train 0.012872 57637 train 0.013298 57638 train 0.011292 57639 train 0.013193 57640 train 0.012759 57641 train 0.013447 57642 train 0.011929 57643 train 0.014261 57644 train 0.014327 57645 train 0.011530 57646 train 0.028658 57647 train 0.013916 57648 train 0.013187 57649 train 0.013447 57650 val 19.8672 57650 train 0.012905 57651 train 0.013365 57652 train 0.016461 57653 train 0.013883 57654 train 0.014068 57655 train 0.013344 57656 train 0.013508 57657 train 0.014256 57658 train 0.013823 57659 train 0.014343 57660 train 0.012650 57661 train 0.014816 57662 train 0.014401 57663 train 0.012727 57664 train 0.012299 57665 train 0.011388 57666 train 0.014240 57667 train 0.014910 57668 train 0.013780 57669 train 0.010746 57670 train 0.013199 57671 train 0.014305 57672 train 0.014359 57673 train 0.012887 57674 train 0.012389 57675 val 20.0087 57675 train 0.013086 57676 train 0.013473 57677 train 0.016173 57678 train 0.013470 57679 train 0.013714 57680 train 0.012488 57681 train 0.010367 57682 train 0.016952 57683 train 0.014431 57684 train 0.015210 57685 train 0.013356 57686 train 0.013638 57687 train 0.014062 57688 train 0.014008 57689 train 0.012288 57690 train 0.011620 57691 train 0.012650 57692 train 0.011854 57693 train 0.014119 57694 train 0.014597 57695 train 0.012984 57696 train 0.012803 57697 train 0.014989 57698 train 0.022317 57699 train 0.013227 57700 val 19.9889 57700 train 0.012490 57701 train 0.014021 57702 train 0.017009 57703 train 0.014699 57704 train 0.013470 57705 train 0.012283 57706 train 0.014208 57707 train 0.016220 57708 train 0.014881 57709 train 0.014572 57710 train 0.012532 57711 train 0.013789 57712 train 0.014286 57713 train 0.017328 57714 train 0.012795 57715 train 0.012186 57716 train 0.013756 57717 train 0.013205 57718 train 0.017018 57719 train 0.020388 57720 train 0.018341 57721 train 0.014336 57722 train 0.012607 57723 train 0.016633 57724 train 0.015475 57725 val 19.8931 57725 train 0.011043 57726 train 0.013644 57727 train 0.014356 57728 train 0.013606 57729 train 0.013241 57730 train 0.013892 57731 train 0.013720 57732 train 0.011828 57733 train 0.015947 57734 train 0.025461 57735 train 0.018680 57736 train 0.016592 57737 train 0.016932 57738 train 0.014521 57739 train 0.013903 57740 train 0.014257 57741 train 0.010378 57742 train 0.011616 57743 train 0.014751 57744 train 0.014335 57745 train 0.012756 57746 train 0.014478 57747 train 0.010990 57748 train 0.012925 57749 train 0.017885 57750 val 19.9300 57750 train 0.013333 57751 train 0.011944 57752 train 0.015707 57753 train 0.016871 57754 train 0.014072 57755 train 0.015817 57756 train 0.019813 57757 train 0.013645 57758 train 0.012232 57759 train 0.012549 57760 train 0.015735 57761 train 0.015097 57762 train 0.010513 57763 train 0.011982 57764 train 0.011507 57765 train 0.012979 57766 train 0.012647 57767 train 0.013798 57768 train 0.012367 57769 train 0.015841 57770 train 0.024574 57771 train 0.012730 57772 train 0.013596 57773 train 0.013492 57774 train 0.013143 57775 val 19.9329 57775 train 0.012092 57776 train 0.012041 57777 train 0.012281 57778 train 0.012021 57779 train 0.014194 57780 train 0.013062 57781 train 0.015181 57782 train 0.013779 57783 train 0.012099 57784 train 0.013345 57785 train 0.014673 57786 train 0.014424 57787 train 0.011433 57788 train 0.012468 57789 train 0.018693 57790 train 0.013468 57791 train 0.014025 57792 train 0.014725 57793 train 0.011237 57794 train 0.011843 57795 train 0.013435 57796 train 0.013341 57797 train 0.015772 57798 train 0.011497 57799 train 0.011200 57800 val 19.8023 57800 train 0.012472 57801 train 0.011315 57802 train 0.014311 57803 train 0.013440 57804 train 0.012948 57805 train 0.012756 57806 train 0.015875 57807 train 0.012336 57808 train 0.010777 57809 train 0.015521 57810 train 0.012701 57811 train 0.012869 57812 train 0.010976 57813 train 0.011184 57814 train 0.012316 57815 train 0.014151 57816 train 0.013119 57817 train 0.020287 57818 train 0.010972 57819 train 0.011095 57820 train 0.012917 57821 train 0.012820 57822 train 0.017476 57823 train 0.012608 57824 train 0.011222 57825 val 19.8552 57825 train 0.020134 57826 train 0.014186 57827 train 0.013507 57828 train 0.011636 57829 train 0.011998 57830 train 0.012095 57831 train 0.014975 57832 train 0.012581 57833 train 0.013480 57834 train 0.010658 57835 train 0.010439 57836 train 0.011734 57837 train 0.013485 57838 train 0.012911 57839 train 0.012671 57840 train 0.011611 57841 train 0.012573 57842 train 0.012690 57843 train 0.012026 57844 train 0.012074 57845 train 0.012618 57846 train 0.012505 57847 train 0.012689 57848 train 0.012360 57849 train 0.012802 57850 val 19.9196 57850 train 0.011482 57851 train 0.013187 57852 train 0.013770 57853 train 0.012582 57854 train 0.014101 57855 train 0.010957 57856 train 0.015399 57857 train 0.013299 57858 train 0.016522 57859 train 0.012887 57860 train 0.011044 57861 train 0.015972 57862 train 0.010998 57863 train 0.012737 57864 train 0.011847 57865 train 0.011799 57866 train 0.012777 57867 train 0.013519 57868 train 0.012851 57869 train 0.013711 57870 train 0.010452 57871 train 0.011799 57872 train 0.013277 57873 train 0.013573 57874 train 0.013423 57875 val 19.9048 57875 train 0.013744 57876 train 0.012912 57877 train 0.013419 57878 train 0.011481 57879 train 0.014475 57880 train 0.011414 57881 train 0.013139 57882 train 0.013184 57883 train 0.013807 57884 train 0.012543 57885 train 0.013639 57886 train 0.013864 57887 train 0.012975 57888 train 0.013535 57889 train 0.011994 57890 train 0.014973 57891 train 0.012717 57892 train 0.013652 57893 train 0.012943 57894 train 0.015038 57895 train 0.014766 57896 train 0.012331 57897 train 0.018863 57898 train 0.013377 57899 train 0.015292 57900 val 19.8697 57900 train 0.012201 57901 train 0.014869 57902 train 0.013270 57903 train 0.016172 57904 train 0.014139 57905 train 0.014508 57906 train 0.012056 57907 train 0.012168 57908 train 0.015914 57909 train 0.013898 57910 train 0.012745 57911 train 0.013323 57912 train 0.012420 57913 train 0.015518 57914 train 0.012095 57915 train 0.031212 57916 train 0.011831 57917 train 0.010966 57918 train 0.011162 57919 train 0.014314 57920 train 0.016250 57921 train 0.014259 57922 train 0.013785 57923 train 0.014494 57924 train 0.012582 57925 val 19.9357 57925 train 0.012657 57926 train 0.013914 57927 train 0.013636 57928 train 0.018150 57929 train 0.013958 57930 train 0.013301 57931 train 0.012665 57932 train 0.013936 57933 train 0.017283 57934 train 0.014622 57935 train 0.012096 57936 train 0.014685 57937 train 0.012123 57938 train 0.012661 57939 train 0.013384 57940 train 0.013786 57941 train 0.013164 57942 train 0.012362 57943 train 0.012070 57944 train 0.017832 57945 train 0.013648 57946 train 0.013435 57947 train 0.012257 57948 train 0.013662 57949 train 0.015221 57950 val 19.9193 57950 train 0.013078 57951 train 0.021894 57952 train 0.011682 57953 train 0.012909 57954 train 0.012925 57955 train 0.011105 57956 train 0.013976 57957 train 0.013531 57958 train 0.014310 57959 train 0.016344 57960 train 0.012665 57961 train 0.015258 57962 train 0.014299 57963 train 0.014422 57964 train 0.012929 57965 train 0.012096 57966 train 0.011769 57967 train 0.015184 57968 train 0.013243 57969 train 0.015412 57970 train 0.012541 57971 train 0.010357 57972 train 0.013267 57973 train 0.012813 57974 train 0.012628 57975 val 19.9276 57975 train 0.015277 57976 train 0.012237 57977 train 0.013868 57978 train 0.011464 57979 train 0.011819 57980 train 0.014780 57981 train 0.015827 57982 train 0.014521 57983 train 0.011699 57984 train 0.013207 57985 train 0.014780 57986 train 0.012647 57987 train 0.015777 57988 train 0.011946 57989 train 0.012974 57990 train 0.013595 57991 train 0.010415 57992 train 0.013617 57993 train 0.013039 57994 train 0.013737 57995 train 0.012305 57996 train 0.012145 57997 train 0.015846 57998 train 0.012439 57999 train 0.014465 58000 val 20.0044 58000 train 0.013175 58001 train 0.010701 58002 train 0.011798 58003 train 0.013585 58004 train 0.012619 58005 train 0.017420 58006 train 0.013153 58007 train 0.012907 58008 train 0.012663 58009 train 0.010938 58010 train 0.015777 58011 train 0.014409 58012 train 0.014226 58013 train 0.014146 58014 train 0.013319 58015 train 0.012351 58016 train 0.012429 58017 train 0.015924 58018 train 0.023080 58019 train 0.012099 58020 train 0.014781 58021 train 0.014241 58022 train 0.012843 58023 train 0.010170 58024 train 0.011019 58025 val 19.9935 58025 train 0.012596 58026 train 0.014487 58027 train 0.011363 58028 train 0.011957 58029 train 0.020790 58030 train 0.013149 58031 train 0.013118 58032 train 0.011336 58033 train 0.015748 58034 train 0.013825 58035 train 0.016840 58036 train 0.014014 58037 train 0.011104 58038 train 0.013293 58039 train 0.014405 58040 train 0.013224 58041 train 0.014956 58042 train 0.012619 58043 train 0.011452 58044 train 0.013255 58045 train 0.014237 58046 train 0.014301 58047 train 0.014236 58048 train 0.016183 58049 train 0.014029 58050 val 19.9062 58050 train 0.015318 58051 train 0.011698 58052 train 0.013209 58053 train 0.013135 58054 train 0.015266 58055 train 0.012800 58056 train 0.014218 58057 train 0.013525 58058 train 0.014175 58059 train 0.011081 58060 train 0.011937 58061 train 0.011902 58062 train 0.016920 58063 train 0.014617 58064 train 0.013165 58065 train 0.022811 58066 train 0.012229 58067 train 0.012845 58068 train 0.011511 58069 train 0.014890 58070 train 0.014119 58071 train 0.014286 58072 train 0.013700 58073 train 0.013144 58074 train 0.011912 58075 val 19.9014 58075 train 0.012239 58076 train 0.011581 58077 train 0.012419 58078 train 0.014415 58079 train 0.012132 58080 train 0.013834 58081 train 0.016197 58082 train 0.013225 58083 train 0.016743 58084 train 0.016560 58085 train 0.014291 58086 train 0.013342 58087 train 0.012592 58088 train 0.012479 58089 train 0.011418 58090 train 0.013150 58091 train 0.015401 58092 train 0.012242 58093 train 0.012223 58094 train 0.014815 58095 train 0.012615 58096 train 0.015415 58097 train 0.011087 58098 train 0.014837 58099 train 0.011396 58100 val 19.9116 58100 train 0.011045 58101 train 0.018990 58102 train 0.012516 58103 train 0.012262 58104 train 0.011875 58105 train 0.013368 58106 train 0.013008 58107 train 0.015747 58108 train 0.013234 58109 train 0.014451 58110 train 0.013346 58111 train 0.014135 58112 train 0.012732 58113 train 0.010704 58114 train 0.013259 58115 train 0.010848 58116 train 0.013068 58117 train 0.014311 58118 train 0.013466 58119 train 0.015504 58120 train 0.014610 58121 train 0.014574 58122 train 0.012216 58123 train 0.011484 58124 train 0.012192 58125 val 19.8862 58125 train 0.011596 58126 train 0.012450 58127 train 0.012133 58128 train 0.012333 58129 train 0.014792 58130 train 0.012119 58131 train 0.013230 58132 train 0.011344 58133 train 0.012137 58134 train 0.014936 58135 train 0.011678 58136 train 0.014106 58137 train 0.019494 58138 train 0.013792 58139 train 0.012352 58140 train 0.013074 58141 train 0.012993 58142 train 0.014353 58143 train 0.015574 58144 train 0.013646 58145 train 0.012897 58146 train 0.013045 58147 train 0.013776 58148 train 0.015261 58149 train 0.015326 58150 val 19.8669 58150 train 0.015977 58151 train 0.013014 58152 train 0.012405 58153 train 0.014333 58154 train 0.014391 58155 train 0.014227 58156 train 0.016223 58157 train 0.013291 58158 train 0.012495 58159 train 0.010389 58160 train 0.014054 58161 train 0.012951 58162 train 0.012785 58163 train 0.013674 58164 train 0.013692 58165 train 0.014900 58166 train 0.013138 58167 train 0.014073 58168 train 0.013630 58169 train 0.012806 58170 train 0.017903 58171 train 0.013183 58172 train 0.016368 58173 train 0.017844 58174 train 0.014084 58175 val 19.9169 58175 train 0.012313 58176 train 0.010105 58177 train 0.012182 58178 train 0.011328 58179 train 0.013556 58180 train 0.015872 58181 train 0.013823 58182 train 0.013357 58183 train 0.015680 58184 train 0.012882 58185 train 0.014419 58186 train 0.013248 58187 train 0.013986 58188 train 0.013819 58189 train 0.014251 58190 train 0.015153 58191 train 0.013507 58192 train 0.014149 58193 train 0.013837 58194 train 0.012803 58195 train 0.012316 58196 train 0.015447 58197 train 0.013462 58198 train 0.013712 58199 train 0.015117 58200 val 19.9013 58200 train 0.015914 58201 train 0.014088 58202 train 0.011856 58203 train 0.014146 58204 train 0.014744 58205 train 0.014628 58206 train 0.017320 58207 train 0.012438 58208 train 0.013632 58209 train 0.016273 58210 train 0.016459 58211 train 0.012106 58212 train 0.012084 58213 train 0.013490 58214 train 0.013177 58215 train 0.012917 58216 train 0.013921 58217 train 0.014224 58218 train 0.011774 58219 train 0.015328 58220 train 0.012437 58221 train 0.013085 58222 train 0.013218 58223 train 0.014310 58224 train 0.011111 58225 val 19.9521 58225 train 0.011751 58226 train 0.011378 58227 train 0.013232 58228 train 0.014369 58229 train 0.012401 58230 train 0.012233 58231 train 0.014424 58232 train 0.014898 58233 train 0.013276 58234 train 0.012339 58235 train 0.013774 58236 train 0.013856 58237 train 0.012302 58238 train 0.011998 58239 train 0.012069 58240 train 0.013395 58241 train 0.012950 58242 train 0.016134 58243 train 0.013415 58244 train 0.012480 58245 train 0.017477 58246 train 0.013045 58247 train 0.009868 58248 train 0.010907 58249 train 0.012388 58250 val 19.8851 58250 train 0.012733 58251 train 0.012166 58252 train 0.011827 58253 train 0.012944 58254 train 0.010728 58255 train 0.015193 58256 train 0.013644 58257 train 0.012935 58258 train 0.013505 58259 train 0.012202 58260 train 0.012893 58261 train 0.011042 58262 train 0.013070 58263 train 0.014404 58264 train 0.014265 58265 train 0.011970 58266 train 0.012959 58267 train 0.014670 58268 train 0.014158 58269 train 0.012524 58270 train 0.012334 58271 train 0.012348 58272 train 0.013465 58273 train 0.012815 58274 train 0.011312 58275 val 19.8641 58275 train 0.012963 58276 train 0.015427 58277 train 0.012367 58278 train 0.018496 58279 train 0.013842 58280 train 0.012831 58281 train 0.013835 58282 train 0.013779 58283 train 0.009751 58284 train 0.011651 58285 train 0.013237 58286 train 0.011640 58287 train 0.013689 58288 train 0.011387 58289 train 0.014851 58290 train 0.012156 58291 train 0.014264 58292 train 0.011530 58293 train 0.013756 58294 train 0.012737 58295 train 0.014505 58296 train 0.010993 58297 train 0.012112 58298 train 0.012146 58299 train 0.012781 58300 val 19.9219 58300 train 0.013327 58301 train 0.011208 58302 train 0.011892 58303 train 0.014318 58304 train 0.014964 58305 train 0.011941 58306 train 0.016188 58307 train 0.011548 58308 train 0.015924 58309 train 0.011222 58310 train 0.012022 58311 train 0.012360 58312 train 0.012493 58313 train 0.013798 58314 train 0.011629 58315 train 0.016172 58316 train 0.014296 58317 train 0.013497 58318 train 0.012565 58319 train 0.011577 58320 train 0.014484 58321 train 0.011632 58322 train 0.010888 58323 train 0.015112 58324 train 0.010949 58325 val 19.9069 58325 train 0.013389 58326 train 0.011917 58327 train 0.015167 58328 train 0.011283 58329 train 0.015055 58330 train 0.015374 58331 train 0.013086 58332 train 0.013116 58333 train 0.012692 58334 train 0.013933 58335 train 0.011881 58336 train 0.013154 58337 train 0.012893 58338 train 0.013228 58339 train 0.013995 58340 train 0.015282 58341 train 0.014506 58342 train 0.012921 58343 train 0.011869 58344 train 0.014104 58345 train 0.014502 58346 train 0.012750 58347 train 0.012218 58348 train 0.010015 58349 train 0.013317 58350 val 19.8722 58350 train 0.012256 58351 train 0.017819 58352 train 0.014715 58353 train 0.013565 58354 train 0.012701 58355 train 0.012839 58356 train 0.012016 58357 train 0.010863 58358 train 0.011473 58359 train 0.014495 58360 train 0.011512 58361 train 0.013827 58362 train 0.018999 58363 train 0.013572 58364 train 0.011944 58365 train 0.014282 58366 train 0.012357 58367 train 0.013885 58368 train 0.015662 58369 train 0.013445 58370 train 0.018098 58371 train 0.012879 58372 train 0.014179 58373 train 0.013809 58374 train 0.017973 58375 val 19.9257 58375 train 0.015655 58376 train 0.014171 58377 train 0.014272 58378 train 0.012821 58379 train 0.012758 58380 train 0.013605 58381 train 0.015394 58382 train 0.014651 58383 train 0.012106 58384 train 0.012602 58385 train 0.012125 58386 train 0.011841 58387 train 0.017550 58388 train 0.015004 58389 train 0.013269 58390 train 0.012585 58391 train 0.013715 58392 train 0.012089 58393 train 0.009872 58394 train 0.012144 58395 train 0.012512 58396 train 0.011831 58397 train 0.013561 58398 train 0.017120 58399 train 0.013977 58400 val 19.9333 58400 train 0.010543 58401 train 0.013541 58402 train 0.013811 58403 train 0.011582 58404 train 0.014903 58405 train 0.011859 58406 train 0.020346 58407 train 0.011677 58408 train 0.013626 58409 train 0.013092 58410 train 0.015752 58411 train 0.013925 58412 train 0.011694 58413 train 0.014090 58414 train 0.011777 58415 train 0.013757 58416 train 0.011360 58417 train 0.020745 58418 train 0.013244 58419 train 0.010695 58420 train 0.014278 58421 train 0.013911 58422 train 0.011184 58423 train 0.013976 58424 train 0.013234 58425 val 19.8946 58425 train 0.012666 58426 train 0.013360 58427 train 0.014723 58428 train 0.013720 58429 train 0.010877 58430 train 0.011818 58431 train 0.011330 58432 train 0.010687 58433 train 0.011523 58434 train 0.016750 58435 train 0.012615 58436 train 0.011615 58437 train 0.013395 58438 train 0.012098 58439 train 0.014742 58440 train 0.015240 58441 train 0.012614 58442 train 0.019046 58443 train 0.012151 58444 train 0.012660 58445 train 0.015755 58446 train 0.014403 58447 train 0.015579 58448 train 0.011355 58449 train 0.012379 58450 val 19.8692 58450 train 0.011871 58451 train 0.011735 58452 train 0.012052 58453 train 0.015387 58454 train 0.012723 58455 train 0.012218 58456 train 0.014791 58457 train 0.011691 58458 train 0.012454 58459 train 0.013413 58460 train 0.015381 58461 train 0.011703 58462 train 0.013050 58463 train 0.025803 58464 train 0.011404 58465 train 0.012194 58466 train 0.013551 58467 train 0.012176 58468 train 0.012980 58469 train 0.012205 58470 train 0.012389 58471 train 0.013089 58472 train 0.011759 58473 train 0.013432 58474 train 0.011780 58475 val 19.9283 58475 train 0.012912 58476 train 0.014390 58477 train 0.013835 58478 train 0.020242 58479 train 0.012577 58480 train 0.012372 58481 train 0.016187 58482 train 0.013006 58483 train 0.014800 58484 train 0.012211 58485 train 0.011121 58486 train 0.010715 58487 train 0.010769 58488 train 0.012830 58489 train 0.015027 58490 train 0.015726 58491 train 0.011095 58492 train 0.014238 58493 train 0.012942 58494 train 0.011613 58495 train 0.012109 58496 train 0.019260 58497 train 0.011203 58498 train 0.011930 58499 train 0.015632 58500 val 19.9309 58500 train 0.013103 58501 train 0.011193 58502 train 0.018518 58503 train 0.014033 58504 train 0.011321 58505 train 0.013115 58506 train 0.013902 58507 train 0.014973 58508 train 0.013401 58509 train 0.012881 58510 train 0.013646 58511 train 0.013026 58512 train 0.012834 58513 train 0.012743 58514 train 0.016712 58515 train 0.010700 58516 train 0.011242 58517 train 0.014137 58518 train 0.011158 58519 train 0.015319 58520 train 0.012604 58521 train 0.010487 58522 train 0.010780 58523 train 0.013838 58524 train 0.012559 58525 val 19.9306 58525 train 0.011088 58526 train 0.014262 58527 train 0.010941 58528 train 0.013628 58529 train 0.011681 58530 train 0.011970 58531 train 0.011775 58532 train 0.047255 58533 train 0.011931 58534 train 0.016752 58535 train 0.015891 58536 train 0.012785 58537 train 0.011786 58538 train 0.019633 58539 train 0.013609 58540 train 0.012346 58541 train 0.012893 58542 train 0.014814 58543 train 0.015907 58544 train 0.017054 58545 train 0.012327 58546 train 0.017793 58547 train 0.013476 58548 train 0.014349 58549 train 0.012464 58550 val 19.8884 58550 train 0.016839 58551 train 0.012728 58552 train 0.011379 58553 train 0.012388 58554 train 0.012392 58555 train 0.012946 58556 train 0.013754 58557 train 0.011804 58558 train 0.013970 58559 train 0.015021 58560 train 0.017060 58561 train 0.012320 58562 train 0.012334 58563 train 0.011989 58564 train 0.011743 58565 train 0.012347 58566 train 0.013161 58567 train 0.012393 58568 train 0.025497 58569 train 0.013227 58570 train 0.018353 58571 train 0.014267 58572 train 0.013251 58573 train 0.010806 58574 train 0.014393 58575 val 19.8730 58575 train 0.010874 58576 train 0.013142 58577 train 0.013403 58578 train 0.012563 58579 train 0.013334 58580 train 0.013474 58581 train 0.013009 58582 train 0.014955 58583 train 0.011836 58584 train 0.011134 58585 train 0.011023 58586 train 0.012710 58587 train 0.012857 58588 train 0.013014 58589 train 0.012882 58590 train 0.012890 58591 train 0.011085 58592 train 0.013115 58593 train 0.012311 58594 train 0.012465 58595 train 0.011219 58596 train 0.012307 58597 train 0.011450 58598 train 0.012245 58599 train 0.011356 58600 val 19.8722 58600 train 0.011335 58601 train 0.012519 58602 train 0.016304 58603 train 0.011782 58604 train 0.020953 58605 train 0.012873 58606 train 0.013548 58607 train 0.010967 58608 train 0.011208 58609 train 0.010289 58610 train 0.010849 58611 train 0.011233 58612 train 0.010807 58613 train 0.012271 58614 train 0.013549 58615 train 0.012828 58616 train 0.012618 58617 train 0.013243 58618 train 0.020486 58619 train 0.011234 58620 train 0.011210 58621 train 0.010301 58622 train 0.010805 58623 train 0.012793 58624 train 0.012869 58625 val 19.9208 58625 train 0.011593 58626 train 0.011113 58627 train 0.012717 58628 train 0.012052 58629 train 0.013048 58630 train 0.011341 58631 train 0.011960 58632 train 0.012201 58633 train 0.011586 58634 train 0.012234 58635 train 0.014190 58636 train 0.011582 58637 train 0.013297 58638 train 0.013931 58639 train 0.012469 58640 train 0.012826 58641 train 0.013120 58642 train 0.013512 58643 train 0.010574 58644 train 0.012512 58645 train 0.012961 58646 train 0.011732 58647 train 0.011295 58648 train 0.012960 58649 train 0.009988 58650 val 19.9785 58650 train 0.012117 58651 train 0.015835 58652 train 0.011367 58653 train 0.013216 58654 train 0.011675 58655 train 0.012395 58656 train 0.011897 58657 train 0.010224 58658 train 0.011073 58659 train 0.013642 58660 train 0.014030 58661 train 0.013017 58662 train 0.013309 58663 train 0.011147 58664 train 0.011234 58665 train 0.012141 58666 train 0.012511 58667 train 0.011947 58668 train 0.014841 58669 train 0.010943 58670 train 0.013675 58671 train 0.014585 58672 train 0.011879 58673 train 0.013403 58674 train 0.013208 58675 val 19.9178 58675 train 0.012776 58676 train 0.013281 58677 train 0.015332 58678 train 0.014364 58679 train 0.012515 58680 train 0.012168 58681 train 0.011679 58682 train 0.013647 58683 train 0.014325 58684 train 0.014708 58685 train 0.010325 58686 train 0.011483 58687 train 0.013528 58688 train 0.013359 58689 train 0.012876 58690 train 0.010814 58691 train 0.012059 58692 train 0.011808 58693 train 0.013860 58694 train 0.013394 58695 train 0.013172 58696 train 0.015707 58697 train 0.012072 58698 train 0.013563 58699 train 0.012773 58700 val 19.8552 58700 train 0.013374 58701 train 0.012501 58702 train 0.011899 58703 train 0.013966 58704 train 0.037211 58705 train 0.012183 58706 train 0.015518 58707 train 0.015138 58708 train 0.013770 58709 train 0.014630 58710 train 0.014408 58711 train 0.012438 58712 train 0.013979 58713 train 0.021656 58714 train 0.015240 58715 train 0.012754 58716 train 0.011392 58717 train 0.012351 58718 train 0.014430 58719 train 0.015027 58720 train 0.014921 58721 train 0.011749 58722 train 0.013832 58723 train 0.012313 58724 train 0.014408 58725 val 19.9123 58725 train 0.013949 58726 train 0.013024 58727 train 0.011163 58728 train 0.013103 58729 train 0.011816 58730 train 0.012239 58731 train 0.013230 58732 train 0.012707 58733 train 0.013586 58734 train 0.015166 58735 train 0.011017 58736 train 0.013056 58737 train 0.012780 58738 train 0.012386 58739 train 0.011883 58740 train 0.027086 58741 train 0.012519 58742 train 0.013826 58743 train 0.013650 58744 train 0.013465 58745 train 0.013885 58746 train 0.012308 58747 train 0.011853 58748 train 0.010919 58749 train 0.016918 58750 val 19.9351 58750 train 0.015765 58751 train 0.010909 58752 train 0.011616 58753 train 0.012360 58754 train 0.010985 58755 train 0.013335 58756 train 0.015454 58757 train 0.012970 58758 train 0.012035 58759 train 0.011481 58760 train 0.012589 58761 train 0.011956 58762 train 0.013012 58763 train 0.012224 58764 train 0.011201 58765 train 0.014177 58766 train 0.011423 58767 train 0.013309 58768 train 0.011680 58769 train 0.012241 58770 train 0.013575 58771 train 0.011596 58772 train 0.011979 58773 train 0.010830 58774 train 0.013585 58775 val 19.8943 58775 train 0.012234 58776 train 0.021986 58777 train 0.011668 58778 train 0.011953 58779 train 0.011560 58780 train 0.012362 58781 train 0.011721 58782 train 0.011227 58783 train 0.012446 58784 train 0.011250 58785 train 0.013351 58786 train 0.011444 58787 train 0.011610 58788 train 0.011429 58789 train 0.012546 58790 train 0.011957 58791 train 0.013110 58792 train 0.014725 58793 train 0.013222 58794 train 0.011153 58795 train 0.012647 58796 train 0.010915 58797 train 0.013242 58798 train 0.011479 58799 train 0.011543 58800 val 19.9432 58800 train 0.013197 58801 train 0.014557 58802 train 0.012108 58803 train 0.014219 58804 train 0.011331 58805 train 0.011443 58806 train 0.015295 58807 train 0.017419 58808 train 0.010930 58809 train 0.011016 58810 train 0.012156 58811 train 0.012667 58812 train 0.013640 58813 train 0.012031 58814 train 0.011946 58815 train 0.012479 58816 train 0.014748 58817 train 0.012046 58818 train 0.010636 58819 train 0.012626 58820 train 0.010940 58821 train 0.011472 58822 train 0.010715 58823 train 0.012480 58824 train 0.011086 58825 val 19.9344 58825 train 0.012121 58826 train 0.011718 58827 train 0.015684 58828 train 0.012983 58829 train 0.024663 58830 train 0.010229 58831 train 0.012738 58832 train 0.014263 58833 train 0.011430 58834 train 0.013908 58835 train 0.011152 58836 train 0.014826 58837 train 0.017811 58838 train 0.014142 58839 train 0.015033 58840 train 0.012406 58841 train 0.011910 58842 train 0.015573 58843 train 0.022194 58844 train 0.012919 58845 train 0.013146 58846 train 0.012751 58847 train 0.012642 58848 train 0.012519 58849 train 0.014558 58850 val 19.9877 58850 train 0.012657 58851 train 0.012057 58852 train 0.012352 58853 train 0.013980 58854 train 0.011869 58855 train 0.012309 58856 train 0.011205 58857 train 0.012944 58858 train 0.012821 58859 train 0.010973 58860 train 0.012840 58861 train 0.012300 58862 train 0.013706 58863 train 0.011509 58864 train 0.013423 58865 train 0.020632 58866 train 0.012838 58867 train 0.013174 58868 train 0.018804 58869 train 0.012698 58870 train 0.012815 58871 train 0.014020 58872 train 0.013059 58873 train 0.018206 58874 train 0.015012 58875 val 19.9522 58875 train 0.013875 58876 train 0.012880 58877 train 0.013491 58878 train 0.014944 58879 train 0.033440 58880 train 0.013185 58881 train 0.011768 58882 train 0.014106 58883 train 0.012262 58884 train 0.010986 58885 train 0.012669 58886 train 0.011744 58887 train 0.013866 58888 train 0.014469 58889 train 0.012775 58890 train 0.011470 58891 train 0.011614 58892 train 0.012785 58893 train 0.012258 58894 train 0.014347 58895 train 0.015817 58896 train 0.014159 58897 train 0.010085 58898 train 0.014806 58899 train 0.012640 58900 val 19.8849 58900 train 0.013562 58901 train 0.031395 58902 train 0.011381 58903 train 0.012256 58904 train 0.013458 58905 train 0.012250 58906 train 0.011526 58907 train 0.011980 58908 train 0.011887 58909 train 0.014456 58910 train 0.013715 58911 train 0.013422 58912 train 0.012670 58913 train 0.014163 58914 train 0.013251 58915 train 0.016872 58916 train 0.012329 58917 train 0.011626 58918 train 0.020006 58919 train 0.013660 58920 train 0.012561 58921 train 0.012618 58922 train 0.012405 58923 train 0.013888 58924 train 0.011588 58925 val 19.9167 58925 train 0.013085 58926 train 0.011772 58927 train 0.010797 58928 train 0.012426 58929 train 0.011871 58930 train 0.013864 58931 train 0.022748 58932 train 0.013131 58933 train 0.010066 58934 train 0.011816 58935 train 0.013657 58936 train 0.013478 58937 train 0.021462 58938 train 0.012391 58939 train 0.012427 58940 train 0.013648 58941 train 0.013217 58942 train 0.012573 58943 train 0.012010 58944 train 0.012999 58945 train 0.012774 58946 train 0.011822 58947 train 0.011512 58948 train 0.012294 58949 train 0.013494 58950 val 19.9739 58950 train 0.011598 58951 train 0.018305 58952 train 0.011442 58953 train 0.010461 58954 train 0.011548 58955 train 0.013160 58956 train 0.012037 58957 train 0.011328 58958 train 0.012646 58959 train 0.014057 58960 train 0.014134 58961 train 0.013043 58962 train 0.011100 58963 train 0.012155 58964 train 0.011568 58965 train 0.014319 58966 train 0.011645 58967 train 0.015841 58968 train 0.013347 58969 train 0.012750 58970 train 0.010880 58971 train 0.010620 58972 train 0.013028 58973 train 0.019795 58974 train 0.011801 58975 val 19.8335 58975 train 0.011628 58976 train 0.013257 58977 train 0.011924 58978 train 0.012753 58979 train 0.010271 58980 train 0.013126 58981 train 0.013424 58982 train 0.012133 58983 train 0.013476 58984 train 0.010778 58985 train 0.012263 58986 train 0.012160 58987 train 0.016706 58988 train 0.011733 58989 train 0.010792 58990 train 0.011864 58991 train 0.013525 58992 train 0.011855 58993 train 0.010113 58994 train 0.013184 58995 train 0.012961 58996 train 0.014951 58997 train 0.014025 58998 train 0.011281 58999 train 0.012203 59000 val 19.8600 59000 train 0.010578 59001 train 0.021208 59002 train 0.013764 59003 train 0.016813 59004 train 0.011887 59005 train 0.010471 59006 train 0.014282 59007 train 0.012642 59008 train 0.014879 59009 train 0.016778 59010 train 0.013293 59011 train 0.010049 59012 train 0.014517 59013 train 0.009821 59014 train 0.011856 59015 train 0.011439 59016 train 0.013986 59017 train 0.015994 59018 train 0.012786 59019 train 0.011946 59020 train 0.012596 59021 train 0.012701 59022 train 0.010291 59023 train 0.033899 59024 train 0.011512 59025 val 19.9532 59025 train 0.012975 59026 train 0.014929 59027 train 0.014995 59028 train 0.010817 59029 train 0.012470 59030 train 0.012211 59031 train 0.015832 59032 train 0.012874 59033 train 0.013483 59034 train 0.011833 59035 train 0.012423 59036 train 0.012653 59037 train 0.034458 59038 train 0.013662 59039 train 0.011093 59040 train 0.011390 59041 train 0.012995 59042 train 0.013623 59043 train 0.013076 59044 train 0.015942 59045 train 0.015473 59046 train 0.011905 59047 train 0.010307 59048 train 0.014856 59049 train 0.010636 59050 val 19.9023 59050 train 0.012977 59051 train 0.013608 59052 train 0.012755 59053 train 0.012267 59054 train 0.015631 59055 train 0.012430 59056 train 0.013244 59057 train 0.012986 59058 train 0.011547 59059 train 0.014787 59060 train 0.012443 59061 train 0.012281 59062 train 0.011623 59063 train 0.013128 59064 train 0.013904 59065 train 0.013643 59066 train 0.012247 59067 train 0.014037 59068 train 0.011566 59069 train 0.011967 59070 train 0.012153 59071 train 0.011757 59072 train 0.012330 59073 train 0.017821 59074 train 0.010695 59075 val 19.9227 59075 train 0.012643 59076 train 0.013233 59077 train 0.013997 59078 train 0.012765 59079 train 0.014316 59080 train 0.013671 59081 train 0.013804 59082 train 0.010609 59083 train 0.010607 59084 train 0.013654 59085 train 0.009424 59086 train 0.013061 59087 train 0.010779 59088 train 0.010813 59089 train 0.011141 59090 train 0.016224 59091 train 0.011834 59092 train 0.014690 59093 train 0.012184 59094 train 0.011659 59095 train 0.014642 59096 train 0.012288 59097 train 0.012861 59098 train 0.012452 59099 train 0.014611 59100 val 19.9117 59100 train 0.012176 59101 train 0.011846 59102 train 0.013269 59103 train 0.010476 59104 train 0.009180 59105 train 0.012530 59106 train 0.011651 59107 train 0.011011 59108 train 0.012039 59109 train 0.023661 59110 train 0.011443 59111 train 0.011405 59112 train 0.012162 59113 train 0.012919 59114 train 0.011843 59115 train 0.016667 59116 train 0.013635 59117 train 0.011299 59118 train 0.012317 59119 train 0.010827 59120 train 0.013067 59121 train 0.009812 59122 train 0.016543 59123 train 0.011775 59124 train 0.014035 59125 val 19.9436 59125 train 0.010937 59126 train 0.011594 59127 train 0.014359 59128 train 0.015961 59129 train 0.012300 59130 train 0.013507 59131 train 0.012803 59132 train 0.011538 59133 train 0.012791 59134 train 0.011688 59135 train 0.013353 59136 train 0.011622 59137 train 0.014215 59138 train 0.011881 59139 train 0.011897 59140 train 0.010713 59141 train 0.013098 59142 train 0.013567 59143 train 0.013540 59144 train 0.011441 59145 train 0.012749 59146 train 0.010179 59147 train 0.013815 59148 train 0.012185 59149 train 0.010687 59150 val 19.9306 59150 train 0.011990 59151 train 0.013510 59152 train 0.013232 59153 train 0.011667 59154 train 0.011226 59155 train 0.011881 59156 train 0.010895 59157 train 0.011976 59158 train 0.017273 59159 train 0.013314 59160 train 0.011387 59161 train 0.012178 59162 train 0.011494 59163 train 0.015107 59164 train 0.013837 59165 train 0.011300 59166 train 0.012619 59167 train 0.015044 59168 train 0.011553 59169 train 0.014481 59170 train 0.011290 59171 train 0.013944 59172 train 0.014112 59173 train 0.012782 59174 train 0.012547 59175 val 19.9162 59175 train 0.012098 59176 train 0.013283 59177 train 0.012054 59178 train 0.012156 59179 train 0.014826 59180 train 0.012356 59181 train 0.012506 59182 train 0.011182 59183 train 0.015431 59184 train 0.011469 59185 train 0.009736 59186 train 0.011395 59187 train 0.013689 59188 train 0.014637 59189 train 0.011587 59190 train 0.011282 59191 train 0.011744 59192 train 0.010559 59193 train 0.012495 59194 train 0.013100 59195 train 0.012582 59196 train 0.011847 59197 train 0.010990 59198 train 0.018076 59199 train 0.014964 59200 val 19.9445 59200 train 0.013372 59201 train 0.012113 59202 train 0.012085 59203 train 0.012424 59204 train 0.012256 59205 train 0.013512 59206 train 0.011299 59207 train 0.012541 59208 train 0.013808 59209 train 0.011883 59210 train 0.011286 59211 train 0.012748 59212 train 0.012045 59213 train 0.014354 59214 train 0.011752 59215 train 0.014306 59216 train 0.013571 59217 train 0.011018 59218 train 0.011551 59219 train 0.011519 59220 train 0.010666 59221 train 0.010043 59222 train 0.012032 59223 train 0.018559 59224 train 0.013389 59225 val 19.8987 59225 train 0.012528 59226 train 0.012585 59227 train 0.013125 59228 train 0.011896 59229 train 0.011962 59230 train 0.011323 59231 train 0.011418 59232 train 0.011248 59233 train 0.011175 59234 train 0.018299 59235 train 0.012557 59236 train 0.012195 59237 train 0.011636 59238 train 0.013437 59239 train 0.012357 59240 train 0.013332 59241 train 0.013615 59242 train 0.010903 59243 train 0.011963 59244 train 0.012301 59245 train 0.011111 59246 train 0.012774 59247 train 0.013110 59248 train 0.012243 59249 train 0.013521 59250 val 20.0026 59250 train 0.012035 59251 train 0.011835 59252 train 0.012087 59253 train 0.011986 59254 train 0.012063 59255 train 0.014034 59256 train 0.012264 59257 train 0.011529 59258 train 0.011019 59259 train 0.016078 59260 train 0.012116 59261 train 0.012068 59262 train 0.014348 59263 train 0.010961 59264 train 0.011774 59265 train 0.011986 59266 train 0.010376 59267 train 0.012220 59268 train 0.012621 59269 train 0.010782 59270 train 0.013599 59271 train 0.012542 59272 train 0.011518 59273 train 0.010819 59274 train 0.011561 59275 val 19.9492 59275 train 0.014805 59276 train 0.011910 59277 train 0.012405 59278 train 0.011645 59279 train 0.014078 59280 train 0.013603 59281 train 0.014495 59282 train 0.011817 59283 train 0.012334 59284 train 0.012543 59285 train 0.012348 59286 train 0.012661 59287 train 0.012655 59288 train 0.016710 59289 train 0.010884 59290 train 0.010675 59291 train 0.013928 59292 train 0.012739 59293 train 0.011024 59294 train 0.012644 59295 train 0.013371 59296 train 0.011669 59297 train 0.013183 59298 train 0.012669 59299 train 0.012095 59300 val 19.8968 59300 train 0.012884 59301 train 0.017043 59302 train 0.012456 59303 train 0.013262 59304 train 0.014826 59305 train 0.014210 59306 train 0.011879 59307 train 0.011277 59308 train 0.011740 59309 train 0.011148 59310 train 0.012516 59311 train 0.014482 59312 train 0.010390 59313 train 0.012713 59314 train 0.010455 59315 train 0.012431 59316 train 0.012856 59317 train 0.014140 59318 train 0.012118 59319 train 0.011913 59320 train 0.010984 59321 train 0.010913 59322 train 0.012657 59323 train 0.014833 59324 train 0.013862 59325 val 19.9480 59325 train 0.012457 59326 train 0.014000 59327 train 0.013630 59328 train 0.011768 59329 train 0.009922 59330 train 0.011953 59331 train 0.012260 59332 train 0.013326 59333 train 0.011552 59334 train 0.011523 59335 train 0.011195 59336 train 0.010724 59337 train 0.013945 59338 train 0.015642 59339 train 0.014408 59340 train 0.016172 59341 train 0.014973 59342 train 0.010703 59343 train 0.012576 59344 train 0.011855 59345 train 0.011119 59346 train 0.010840 59347 train 0.010294 59348 train 0.011791 59349 train 0.013336 59350 val 19.8639 59350 train 0.012298 59351 train 0.012870 59352 train 0.012693 59353 train 0.012205 59354 train 0.012078 59355 train 0.013351 59356 train 0.014169 59357 train 0.011607 59358 train 0.018852 59359 train 0.013377 59360 train 0.013325 59361 train 0.012129 59362 train 0.018317 59363 train 0.010380 59364 train 0.013687 59365 train 0.010060 59366 train 0.013078 59367 train 0.012138 59368 train 0.013415 59369 train 0.010578 59370 train 0.012261 59371 train 0.009954 59372 train 0.013910 59373 train 0.015591 59374 train 0.015159 59375 val 19.9610 59375 train 0.013433 59376 train 0.016643 59377 train 0.015395 59378 train 0.011448 59379 train 0.010686 59380 train 0.011330 59381 train 0.011624 59382 train 0.012019 59383 train 0.012263 59384 train 0.010876 59385 train 0.014228 59386 train 0.011696 59387 train 0.015139 59388 train 0.010916 59389 train 0.011400 59390 train 0.012223 59391 train 0.010927 59392 train 0.011148 59393 train 0.010504 59394 train 0.068868 59395 train 0.014314 59396 train 0.015435 59397 train 0.013701 59398 train 0.015675 59399 train 0.011956 59400 val 19.8435 59400 train 0.013339 59401 train 0.012800 59402 train 0.015317 59403 train 0.013977 59404 train 0.014347 59405 train 0.012796 59406 train 0.014280 59407 train 0.014496 59408 train 0.014593 59409 train 0.014827 59410 train 0.015018 59411 train 0.013978 59412 train 0.013798 59413 train 0.012738 59414 train 0.012319 59415 train 0.012262 59416 train 0.013932 59417 train 0.013496 59418 train 0.013375 59419 train 0.016332 59420 train 0.012906 59421 train 0.013854 59422 train 0.011017 59423 train 0.014792 59424 train 0.012573 59425 val 19.9242 59425 train 0.013545 59426 train 0.013784 59427 train 0.011548 59428 train 0.012554 59429 train 0.010903 59430 train 0.019574 59431 train 0.011255 59432 train 0.016939 59433 train 0.012227 59434 train 0.013125 59435 train 0.011237 59436 train 0.013046 59437 train 0.011973 59438 train 0.013925 59439 train 0.012165 59440 train 0.013081 59441 train 0.010656 59442 train 0.021390 59443 train 0.013060 59444 train 0.014602 59445 train 0.012067 59446 train 0.016225 59447 train 0.012120 59448 train 0.011066 59449 train 0.010864 59450 val 19.8390 59450 train 0.011187 59451 train 0.011623 59452 train 0.016188 59453 train 0.011526 59454 train 0.010153 59455 train 0.013713 59456 train 0.010193 59457 train 0.012521 59458 train 0.010903 59459 train 0.013401 59460 train 0.011135 59461 train 0.011026 59462 train 0.013053 59463 train 0.009397 59464 train 0.011202 59465 train 0.010086 59466 train 0.014203 59467 train 0.011293 59468 train 0.014877 59469 train 0.012108 59470 train 0.011070 59471 train 0.012105 59472 train 0.010955 59473 train 0.011078 59474 train 0.011607 59475 val 19.9054 59475 train 0.010047 59476 train 0.012569 59477 train 0.011815 59478 train 0.015691 59479 train 0.010302 59480 train 0.013362 59481 train 0.010848 59482 train 0.015685 59483 train 0.013145 59484 train 0.012237 59485 train 0.012773 59486 train 0.010831 59487 train 0.012053 59488 train 0.012209 59489 train 0.011315 59490 train 0.010602 59491 train 0.011313 59492 train 0.011205 59493 train 0.013087 59494 train 0.012921 59495 train 0.012250 59496 train 0.011438 59497 train 0.012354 59498 train 0.012235 59499 train 0.009908 59500 val 19.9253 59500 train 0.013885 59501 train 0.012254 59502 train 0.009854 59503 train 0.011761 59504 train 0.011914 59505 train 0.011600 59506 train 0.010645 59507 train 0.011640 59508 train 0.011063 59509 train 0.011189 59510 train 0.012652 59511 train 0.010782 59512 train 0.012058 59513 train 0.012072 59514 train 0.014745 59515 train 0.013531 59516 train 0.011067 59517 train 0.011643 59518 train 0.015039 59519 train 0.012435 59520 train 0.011400 59521 train 0.012802 59522 train 0.012751 59523 train 0.011869 59524 train 0.011381 59525 val 19.8814 59525 train 0.013739 59526 train 0.011206 59527 train 0.011241 59528 train 0.011528 59529 train 0.011980 59530 train 0.010738 59531 train 0.009442 59532 train 0.017907 59533 train 0.018383 59534 train 0.011415 59535 train 0.010501 59536 train 0.012140 59537 train 0.012114 59538 train 0.013566 59539 train 0.012573 59540 train 0.012004 59541 train 0.009923 59542 train 0.010851 59543 train 0.016886 59544 train 0.011538 59545 train 0.012719 59546 train 0.012124 59547 train 0.012196 59548 train 0.013743 59549 train 0.012624 59550 val 19.8035 59550 train 0.011793 59551 train 0.013155 59552 train 0.012042 59553 train 0.011366 59554 train 0.012641 59555 train 0.011463 59556 train 0.014331 59557 train 0.011872 59558 train 0.011463 59559 train 0.014053 59560 train 0.015510 59561 train 0.013629 59562 train 0.011788 59563 train 0.009740 59564 train 0.012041 59565 train 0.011350 59566 train 0.010107 59567 train 0.010819 59568 train 0.017067 59569 train 0.017325 59570 train 0.011999 59571 train 0.010075 59572 train 0.012691 59573 train 0.012820 59574 train 0.018220 59575 val 19.8544 59575 train 0.011754 59576 train 0.010965 59577 train 0.011909 59578 train 0.012128 59579 train 0.016079 59580 train 0.013013 59581 train 0.011371 59582 train 0.012011 59583 train 0.012988 59584 train 0.014006 59585 train 0.016270 59586 train 0.010539 59587 train 0.015097 59588 train 0.011440 59589 train 0.012096 59590 train 0.011270 59591 train 0.012693 59592 train 0.013235 59593 train 0.011319 59594 train 0.010506 59595 train 0.013798 59596 train 0.013354 59597 train 0.012821 59598 train 0.012625 59599 train 0.010589 59600 val 19.8994 59600 train 0.012986 59601 train 0.014747 59602 train 0.010328 59603 train 0.011813 59604 train 0.013501 59605 train 0.013513 59606 train 0.011207 59607 train 0.010693 59608 train 0.012752 59609 train 0.014482 59610 train 0.011869 59611 train 0.012641 59612 train 0.011050 59613 train 0.011446 59614 train 0.012805 59615 train 0.021546 59616 train 0.011311 59617 train 0.012053 59618 train 0.011974 59619 train 0.012872 59620 train 0.012780 59621 train 0.012370 59622 train 0.013059 59623 train 0.012914 59624 train 0.012126 59625 val 19.9323 59625 train 0.017444 59626 train 0.010715 59627 train 0.015986 59628 train 0.013096 59629 train 0.013594 59630 train 0.010883 59631 train 0.012319 59632 train 0.013197 59633 train 0.010872 59634 train 0.010799 59635 train 0.010327 59636 train 0.012404 59637 train 0.015079 59638 train 0.014032 59639 train 0.011068 59640 train 0.017687 59641 train 0.011963 59642 train 0.012435 59643 train 0.011565 59644 train 0.011057 59645 train 0.011402 59646 train 0.009865 59647 train 0.013849 59648 train 0.010919 59649 train 0.011422 59650 val 19.9802 59650 train 0.012107 59651 train 0.016314 59652 train 0.011803 59653 train 0.012021 59654 train 0.011818 59655 train 0.014446 59656 train 0.015033 59657 train 0.012760 59658 train 0.014704 59659 train 0.011026 59660 train 0.011603 59661 train 0.013220 59662 train 0.011752 59663 train 0.011754 59664 train 0.012968 59665 train 0.011747 59666 train 0.012098 59667 train 0.013527 59668 train 0.011324 59669 train 0.011263 59670 train 0.011432 59671 train 0.012386 59672 train 0.012782 59673 train 0.013410 59674 train 0.013296 59675 val 19.9346 59675 train 0.013424 59676 train 0.019530 59677 train 0.012449 59678 train 0.011633 59679 train 0.013162 59680 train 0.010519 59681 train 0.012483 59682 train 0.012949 59683 train 0.013456 59684 train 0.010554 59685 train 0.011251 59686 train 0.010387 59687 train 0.015107 59688 train 0.010643 59689 train 0.013242 59690 train 0.011095 59691 train 0.014479 59692 train 0.012582 59693 train 0.012206 59694 train 0.013383 59695 train 0.012667 59696 train 0.011475 59697 train 0.011637 59698 train 0.010410 59699 train 0.012967 59700 val 19.8667 59700 train 0.011555 59701 train 0.012711 59702 train 0.012362 59703 train 0.014351 59704 train 0.011664 59705 train 0.011614 59706 train 0.011133 59707 train 0.012387 59708 train 0.010629 59709 train 0.012998 59710 train 0.012235 59711 train 0.014148 59712 train 0.015629 59713 train 0.013497 59714 train 0.012703 59715 train 0.011836 59716 train 0.009134 59717 train 0.010416 59718 train 0.010433 59719 train 0.011824 59720 train 0.013236 59721 train 0.011050 59722 train 0.013142 59723 train 0.011022 59724 train 0.011958 59725 val 19.9307 59725 train 0.013319 59726 train 0.011168 59727 train 0.012227 59728 train 0.011415 59729 train 0.014263 59730 train 0.011178 59731 train 0.011208 59732 train 0.010760 59733 train 0.011382 59734 train 0.010893 59735 train 0.015003 59736 train 0.010456 59737 train 0.012775 59738 train 0.015150 59739 train 0.014162 59740 train 0.014094 59741 train 0.010574 59742 train 0.010832 59743 train 0.022863 59744 train 0.011323 59745 train 0.015307 59746 train 0.010466 59747 train 0.014055 59748 train 0.017139 59749 train 0.014793 59750 val 19.9675 59750 train 0.011649 59751 train 0.012148 59752 train 0.010252 59753 train 0.010827 59754 train 0.012388 59755 train 0.011955 59756 train 0.014765 59757 train 0.012762 59758 train 0.013783 59759 train 0.012911 59760 train 0.013345 59761 train 0.014083 59762 train 0.011382 59763 train 0.011608 59764 train 0.011186 59765 train 0.013266 59766 train 0.011692 59767 train 0.012884 59768 train 0.012209 59769 train 0.011567 59770 train 0.010844 59771 train 0.014531 59772 train 0.011231 59773 train 0.013058 59774 train 0.012142 59775 val 19.8974 59775 train 0.010738 59776 train 0.013541 59777 train 0.010503 59778 train 0.011776 59779 train 0.017209 59780 train 0.011492 59781 train 0.017280 59782 train 0.010142 59783 train 0.013443 59784 train 0.014552 59785 train 0.012571 59786 train 0.010615 59787 train 0.014732 59788 train 0.011066 59789 train 0.012412 59790 train 0.010811 59791 train 0.009944 59792 train 0.012190 59793 train 0.012503 59794 train 0.010814 59795 train 0.012043 59796 train 0.017092 59797 train 0.011733 59798 train 0.011200 59799 train 0.011661 59800 val 19.8589 59800 train 0.010946 59801 train 0.013465 59802 train 0.011129 59803 train 0.011575 59804 train 0.011230 59805 train 0.011792 59806 train 0.010723 59807 train 0.013358 59808 train 0.012282 59809 train 0.012965 59810 train 0.014648 59811 train 0.011306 59812 train 0.012433 59813 train 0.012917 59814 train 0.013333 59815 train 0.017960 59816 train 0.011769 59817 train 0.013467 59818 train 0.010091 59819 train 0.011902 59820 train 0.012213 59821 train 0.012164 59822 train 0.012219 59823 train 0.018701 59824 train 0.011984 59825 val 19.9370 59825 train 0.011301 59826 train 0.011160 59827 train 0.009710 59828 train 0.013470 59829 train 0.011663 59830 train 0.010922 59831 train 0.015170 59832 train 0.014023 59833 train 0.012799 59834 train 0.012297 59835 train 0.011257 59836 train 0.013311 59837 train 0.010955 59838 train 0.010668 59839 train 0.012824 59840 train 0.010056 59841 train 0.013822 59842 train 0.011384 59843 train 0.014369 59844 train 0.011304 59845 train 0.011729 59846 train 0.016651 59847 train 0.012129 59848 train 0.012307 59849 train 0.010718 59850 val 19.8803 59850 train 0.012316 59851 train 0.012358 59852 train 0.012433 59853 train 0.013782 59854 train 0.011619 59855 train 0.011274 59856 train 0.010779 59857 train 0.012788 59858 train 0.011180 59859 train 0.015311 59860 train 0.009654 59861 train 0.013280 59862 train 0.012066 59863 train 0.010751 59864 train 0.011725 59865 train 0.013067 59866 train 0.010702 59867 train 0.014514 59868 train 0.011445 59869 train 0.011837 59870 train 0.014393 59871 train 0.010880 59872 train 0.012742 59873 train 0.011897 59874 train 0.012218 59875 val 19.8437 59875 train 0.013560 59876 train 0.010788 59877 train 0.011699 59878 train 0.009957 59879 train 0.012224 59880 train 0.013420 59881 train 0.011221 59882 train 0.013062 59883 train 0.014124 59884 train 0.012591 59885 train 0.011753 59886 train 0.013054 59887 train 0.011854 59888 train 0.011766 59889 train 0.013707 59890 train 0.010774 59891 train 0.011989 59892 train 0.011917 59893 train 0.013229 59894 train 0.012596 59895 train 0.013131 59896 train 0.010885 59897 train 0.011258 59898 train 0.011734 59899 train 0.011204 59900 val 19.8110 59900 train 0.013752 59901 train 0.010624 59902 train 0.009976 59903 train 0.014215 59904 train 0.010899 59905 train 0.011524 59906 train 0.014503 59907 train 0.012092 59908 train 0.013028 59909 train 0.011011 59910 train 0.011467 59911 train 0.012811 59912 train 0.012081 59913 train 0.010557 59914 train 0.010809 59915 train 0.013479 59916 train 0.011137 59917 train 0.011619 59918 train 0.013018 59919 train 0.014318 59920 train 0.011788 59921 train 0.014957 59922 train 0.011799 59923 train 0.016435 59924 train 0.012331 59925 val 19.9008 59925 train 0.010617 59926 train 0.012110 59927 train 0.011390 59928 train 0.012179 59929 train 0.014263 59930 train 0.011243 59931 train 0.014601 59932 train 0.012840 59933 train 0.012766 59934 train 0.011382 59935 train 0.012477 59936 train 0.010629 59937 train 0.010741 59938 train 0.013160 59939 train 0.012983 59940 train 0.011295 59941 train 0.014795 59942 train 0.013631 59943 train 0.013299 59944 train 0.012842 59945 train 0.010504 59946 train 0.011401 59947 train 0.013055 59948 train 0.011735 59949 train 0.010521 59950 val 19.8879 59950 train 0.013629 59951 train 0.017454 59952 train 0.012597 59953 train 0.011390 59954 train 0.011969 59955 train 0.012140 59956 train 0.014625 59957 train 0.013398 59958 train 0.011589 59959 train 0.023063 59960 train 0.010985 59961 train 0.013049 59962 train 0.012633 59963 train 0.010761 59964 train 0.012729 59965 train 0.012086 59966 train 0.013033 59967 train 0.010411 59968 train 0.012238 59969 train 0.013139 59970 train 0.011177 59971 train 0.011528 59972 train 0.010400 59973 train 0.010936 59974 train 0.011591 59975 val 19.8715 59975 train 0.011398 59976 train 0.011808 59977 train 0.013069 59978 train 0.012330 59979 train 0.012078 59980 train 0.013659 59981 train 0.012211 59982 train 0.009601 59983 train 0.013832 59984 train 0.012381 59985 train 0.011941 59986 train 0.011464 59987 train 0.015514 59988 train 0.011920 59989 train 0.012765 59990 train 0.013078 59991 train 0.012210 59992 train 0.013602 59993 train 0.012827 59994 train 0.010457 59995 train 0.015490 59996 train 0.011026 59997 train 0.012037 59998 train 0.012451 59999 train 0.012545 60000 val 19.9588 60000 train 0.011196 60001 train 0.011403 60002 train 0.011290 60003 train 0.011143 60004 train 0.013525 60005 train 0.013464 60006 train 0.012067 60007 train 0.011514 60008 train 0.010440 60009 train 0.011589 60010 train 0.011342 60011 train 0.011313 60012 train 0.014379 60013 train 0.010976 60014 train 0.011403 60015 train 0.014361 60016 train 0.011876 60017 train 0.010357 60018 train 0.012384 60019 train 0.012714 60020 train 0.012991 60021 train 0.010762 60022 train 0.010174 60023 train 0.013932 60024 train 0.010448 60025 val 19.8939 60025 train 0.012795 60026 train 0.012849 60027 train 0.013922 60028 train 0.014483 60029 train 0.011886 60030 train 0.013399 60031 train 0.013623 60032 train 0.011657 60033 train 0.010885 60034 train 0.013227 60035 train 0.011393 60036 train 0.011322 60037 train 0.010488 60038 train 0.011869 60039 train 0.011281 60040 train 0.011064 60041 train 0.012413 60042 train 0.010396 60043 train 0.012344 60044 train 0.010806 60045 train 0.010932 60046 train 0.011878 60047 train 0.009721 60048 train 0.012997 60049 train 0.010780 60050 val 19.8824 60050 train 0.010448 60051 train 0.016607 60052 train 0.011863 60053 train 0.012028 60054 train 0.010840 60055 train 0.011587 60056 train 0.015177 60057 train 0.012129 60058 train 0.009927 60059 train 0.020259 60060 train 0.010384 60061 train 0.012061 60062 train 0.012691 60063 train 0.013192 60064 train 0.015104 60065 train 0.014178 60066 train 0.013154 60067 train 0.012500 60068 train 0.013768 60069 train 0.013142 60070 train 0.012159 60071 train 0.012034 60072 train 0.012872 60073 train 0.012138 60074 train 0.012110 60075 val 19.8698 60075 train 0.010505 60076 train 0.011464 60077 train 0.015240 60078 train 0.013975 60079 train 0.013690 60080 train 0.011768 60081 train 0.010647 60082 train 0.013971 60083 train 0.011071 60084 train 0.012648 60085 train 0.010275 60086 train 0.012285 60087 train 0.016834 60088 train 0.012156 60089 train 0.012291 60090 train 0.012404 60091 train 0.011772 60092 train 0.015342 60093 train 0.011117 60094 train 0.013158 60095 train 0.043743 60096 train 0.010526 60097 train 0.013405 60098 train 0.013189 60099 train 0.013501 60100 val 19.8541 60100 train 0.013317 60101 train 0.015510 60102 train 0.013480 60103 train 0.010409 60104 train 0.014249 60105 train 0.013085 60106 train 0.011842 60107 train 0.012365 60108 train 0.013074 60109 train 0.010686 60110 train 0.014676 60111 train 0.011521 60112 train 0.013695 60113 train 0.013532 60114 train 0.012322 60115 train 0.013337 60116 train 0.012769 60117 train 0.013826 60118 train 0.016382 60119 train 0.012800 60120 train 0.011302 60121 train 0.010346 60122 train 0.011784 60123 train 0.012097 60124 train 0.012085 60125 val 19.8051 60125 train 0.012194 60126 train 0.012341 60127 train 0.011046 60128 train 0.013836 60129 train 0.012545 60130 train 0.013682 60131 train 0.027036 60132 train 0.012700 60133 train 0.014905 60134 train 0.011944 60135 train 0.012397 60136 train 0.011567 60137 train 0.013595 60138 train 0.012642 60139 train 0.011589 60140 train 0.012335 60141 train 0.009953 60142 train 0.011057 60143 train 0.011458 60144 train 0.010035 60145 train 0.010635 60146 train 0.011807 60147 train 0.011729 60148 train 0.010258 60149 train 0.012947 60150 val 19.8691 60150 train 0.011898 60151 train 0.013200 60152 train 0.014063 60153 train 0.013486 60154 train 0.012071 60155 train 0.013891 60156 train 0.010705 60157 train 0.010234 60158 train 0.011588 60159 train 0.012171 60160 train 0.011082 60161 train 0.011430 60162 train 0.009936 60163 train 0.009716 60164 train 0.014359 60165 train 0.009822 60166 train 0.010150 60167 train 0.016331 60168 train 0.012304 60169 train 0.011804 60170 train 0.009856 60171 train 0.010627 60172 train 0.009864 60173 train 0.011615 60174 train 0.011711 60175 val 19.9105 60175 train 0.010943 60176 train 0.012117 60177 train 0.010665 60178 train 0.010593 60179 train 0.012605 60180 train 0.010243 60181 train 0.013321 60182 train 0.010181 60183 train 0.011540 60184 train 0.011413 60185 train 0.011501 60186 train 0.010254 60187 train 0.013273 60188 train 0.012082 60189 train 0.014326 60190 train 0.011686 60191 train 0.012524 60192 train 0.012438 60193 train 0.011121 60194 train 0.009719 60195 train 0.010120 60196 train 0.011246 60197 train 0.013029 60198 train 0.010393 60199 train 0.009534 60200 val 19.8581 60200 train 0.014477 60201 train 0.012472 60202 train 0.011667 60203 train 0.013218 60204 train 0.013837 60205 train 0.011318 60206 train 0.010090 60207 train 0.011571 60208 train 0.011839 60209 train 0.010207 60210 train 0.012759 60211 train 0.011926 60212 train 0.013184 60213 train 0.012057 60214 train 0.011707 60215 train 0.013955 60216 train 0.012446 60217 train 0.020194 60218 train 0.012116 60219 train 0.012884 60220 train 0.011599 60221 train 0.012224 60222 train 0.010475 60223 train 0.012536 60224 train 0.010833 60225 val 19.8588 60225 train 0.014748 60226 train 0.012057 60227 train 0.011618 60228 train 0.012943 60229 train 0.010202 60230 train 0.011106 60231 train 0.012091 60232 train 0.012223 60233 train 0.013234 60234 train 0.013653 60235 train 0.011480 60236 train 0.013753 60237 train 0.015127 60238 train 0.013161 60239 train 0.012614 60240 train 0.010493 60241 train 0.012826 60242 train 0.012095 60243 train 0.009970 60244 train 0.013054 60245 train 0.011814 60246 train 0.011677 60247 train 0.013455 60248 train 0.013422 60249 train 0.012493 60250 val 19.8767 60250 train 0.012223 60251 train 0.011963 60252 train 0.010815 60253 train 0.017929 60254 train 0.011594 60255 train 0.012448 60256 train 0.011580 60257 train 0.013087 60258 train 0.011209 60259 train 0.011620 60260 train 0.013112 60261 train 0.015260 60262 train 0.012656 60263 train 0.009698 60264 train 0.012770 60265 train 0.012609 60266 train 0.010934 60267 train 0.011085 60268 train 0.011064 60269 train 0.013503 60270 train 0.010760 60271 train 0.012151 60272 train 0.017440 60273 train 0.014012 60274 train 0.010871 60275 val 19.8345 60275 train 0.011655 60276 train 0.011202 60277 train 0.011510 60278 train 0.011066 60279 train 0.010726 60280 train 0.014579 60281 train 0.013366 60282 train 0.010474 60283 train 0.011105 60284 train 0.011485 60285 train 0.011331 60286 train 0.014662 60287 train 0.013803 60288 train 0.009193 60289 train 0.019261 60290 train 0.010959 60291 train 0.010371 60292 train 0.012478 60293 train 0.013183 60294 train 0.011842 60295 train 0.010607 60296 train 0.011415 60297 train 0.014460 60298 train 0.012851 60299 train 0.010180 60300 val 19.9083 60300 train 0.012525 60301 train 0.012549 60302 train 0.015110 60303 train 0.012571 60304 train 0.010662 60305 train 0.011071 60306 train 0.009791 60307 train 0.011051 60308 train 0.013521 60309 train 0.014416 60310 train 0.011884 60311 train 0.011754 60312 train 0.011166 60313 train 0.012507 60314 train 0.011906 60315 train 0.010964 60316 train 0.011053 60317 train 0.012436 60318 train 0.010007 60319 train 0.010277 60320 train 0.011855 60321 train 0.010854 60322 train 0.011334 60323 train 0.011179 60324 train 0.010579 60325 val 19.9262 60325 train 0.011784 60326 train 0.010306 60327 train 0.011701 60328 train 0.012148 60329 train 0.014327 60330 train 0.012056 60331 train 0.011176 60332 train 0.011188 60333 train 0.012418 60334 train 0.012180 60335 train 0.009710 60336 train 0.014154 60337 train 0.010282 60338 train 0.011293 60339 train 0.011789 60340 train 0.011325 60341 train 0.011031 60342 train 0.010452 60343 train 0.010554 60344 train 0.011543 60345 train 0.013516 60346 train 0.013050 60347 train 0.010290 60348 train 0.011983 60349 train 0.014512 60350 val 19.8753 60350 train 0.012920 60351 train 0.011770 60352 train 0.010802 60353 train 0.011589 60354 train 0.012413 60355 train 0.009940 60356 train 0.011996 60357 train 0.012444 60358 train 0.011763 60359 train 0.010615 60360 train 0.011042 60361 train 0.010591 60362 train 0.012141 60363 train 0.012021 60364 train 0.010863 60365 train 0.012773 60366 train 0.012062 60367 train 0.010992 60368 train 0.011583 60369 train 0.012516 60370 train 0.011597 60371 train 0.010579 60372 train 0.018544 60373 train 0.010937 60374 train 0.010226 60375 val 19.9023 60375 train 0.010845 60376 train 0.011757 60377 train 0.013468 60378 train 0.013272 60379 train 0.010299 60380 train 0.013120 60381 train 0.013224 60382 train 0.013691 60383 train 0.011161 60384 train 0.010142 60385 train 0.012486 60386 train 0.010996 60387 train 0.011914 60388 train 0.011129 60389 train 0.010796 60390 train 0.012380 60391 train 0.010570 60392 train 0.011778 60393 train 0.010779 60394 train 0.014143 60395 train 0.009776 60396 train 0.013413 60397 train 0.011382 60398 train 0.013959 60399 train 0.010914 60400 val 19.8743 60400 train 0.010654 60401 train 0.013468 60402 train 0.012379 60403 train 0.011400 60404 train 0.011333 60405 train 0.011889 60406 train 0.012192 60407 train 0.011433 60408 train 0.018766 60409 train 0.013266 60410 train 0.011696 60411 train 0.010501 60412 train 0.011518 60413 train 0.020983 60414 train 0.012649 60415 train 0.011800 60416 train 0.011400 60417 train 0.012800 60418 train 0.011687 60419 train 0.011064 60420 train 0.011896 60421 train 0.015352 60422 train 0.011496 60423 train 0.011739 60424 train 0.012218 60425 val 19.8029 60425 train 0.012175 60426 train 0.014952 60427 train 0.012907 60428 train 0.011177 60429 train 0.010765 60430 train 0.011301 60431 train 0.010229 60432 train 0.012326 60433 train 0.011767 60434 train 0.012330 60435 train 0.011629 60436 train 0.010251 60437 train 0.011703 60438 train 0.014203 60439 train 0.011822 60440 train 0.011747 60441 train 0.009706 60442 train 0.012379 60443 train 0.013370 60444 train 0.012155 60445 train 0.013603 60446 train 0.012835 60447 train 0.010974 60448 train 0.011475 60449 train 0.044505 60450 val 19.8363 60450 train 0.012952 60451 train 0.011262 60452 train 0.011020 60453 train 0.013123 60454 train 0.011416 60455 train 0.008912 60456 train 0.013674 60457 train 0.014824 60458 train 0.013564 60459 train 0.012706 60460 train 0.012537 60461 train 0.011890 60462 train 0.013374 60463 train 0.012119 60464 train 0.011462 60465 train 0.012030 60466 train 0.011371 60467 train 0.011456 60468 train 0.013024 60469 train 0.012529 60470 train 0.013824 60471 train 0.011005 60472 train 0.010883 60473 train 0.012323 60474 train 0.011980 60475 val 19.9627 60475 train 0.011403 60476 train 0.011141 60477 train 0.009871 60478 train 0.014866 60479 train 0.017068 60480 train 0.010822 60481 train 0.013854 60482 train 0.013431 60483 train 0.008726 60484 train 0.011459 60485 train 0.016976 60486 train 0.012807 60487 train 0.009675 60488 train 0.011175 60489 train 0.010855 60490 train 0.009151 60491 train 0.010087 60492 train 0.014196 60493 train 0.015622 60494 train 0.010917 60495 train 0.011370 60496 train 0.011466 60497 train 0.010499 60498 train 0.009745 60499 train 0.010518 60500 val 19.8535 60500 train 0.011627 60501 train 0.013440 60502 train 0.009622 60503 train 0.011836 60504 train 0.011055 60505 train 0.013486 60506 train 0.011829 60507 train 0.010141 60508 train 0.010228 60509 train 0.012365 60510 train 0.010001 60511 train 0.011709 60512 train 0.010763 60513 train 0.009107 60514 train 0.014298 60515 train 0.012594 60516 train 0.011646 60517 train 0.013477 60518 train 0.011812 60519 train 0.009046 60520 train 0.009994 60521 train 0.010346 60522 train 0.011312 60523 train 0.012231 60524 train 0.010361 60525 val 19.8803 60525 train 0.011635 60526 train 0.010361 60527 train 0.010561 60528 train 0.015425 60529 train 0.013323 60530 train 0.012024 60531 train 0.013373 60532 train 0.011942 60533 train 0.010677 60534 train 0.010729 60535 train 0.009794 60536 train 0.011567 60537 train 0.014509 60538 train 0.010240 60539 train 0.014025 60540 train 0.009672 60541 train 0.012988 60542 train 0.015709 60543 train 0.011141 60544 train 0.009924 60545 train 0.015249 60546 train 0.010380 60547 train 0.009271 60548 train 0.010932 60549 train 0.013014 60550 val 19.9235 60550 train 0.013014 60551 train 0.012195 60552 train 0.011446 60553 train 0.011538 60554 train 0.011703 60555 train 0.012775 60556 train 0.011842 60557 train 0.011529 60558 train 0.014741 60559 train 0.012358 60560 train 0.011805 60561 train 0.012187 60562 train 0.010154 60563 train 0.013361 60564 train 0.013834 60565 train 0.010294 60566 train 0.012082 60567 train 0.016159 60568 train 0.011402 60569 train 0.012387 60570 train 0.011701 60571 train 0.011941 60572 train 0.011811 60573 train 0.013369 60574 train 0.011046 60575 val 19.8316 60575 train 0.010807 60576 train 0.010850 60577 train 0.011820 60578 train 0.012589 60579 train 0.011722 60580 train 0.010607 60581 train 0.015252 60582 train 0.010499 60583 train 0.010768 60584 train 0.010781 60585 train 0.015400 60586 train 0.014160 60587 train 0.010543 60588 train 0.010747 60589 train 0.012292 60590 train 0.013918 60591 train 0.011474 60592 train 0.011568 60593 train 0.011390 60594 train 0.013866 60595 train 0.010861 60596 train 0.012495 60597 train 0.009399 60598 train 0.011407 60599 train 0.017195 60600 val 19.8842 60600 train 0.013486 60601 train 0.011027 60602 train 0.011285 60603 train 0.015416 60604 train 0.011733 60605 train 0.011542 60606 train 0.012037 60607 train 0.011858 60608 train 0.011488 60609 train 0.013482 60610 train 0.010871 60611 train 0.013770 60612 train 0.010324 60613 train 0.012012 60614 train 0.012346 60615 train 0.012332 60616 train 0.013789 60617 train 0.014286 60618 train 0.010861 60619 train 0.010590 60620 train 0.010868 60621 train 0.024300 60622 train 0.018868 60623 train 0.010872 60624 train 0.010685 60625 val 19.8703 60625 train 0.011101 60626 train 0.012551 60627 train 0.010793 60628 train 0.011800 60629 train 0.009364 60630 train 0.011733 60631 train 0.011510 60632 train 0.016242 60633 train 0.011373 60634 train 0.010379 60635 train 0.012272 60636 train 0.011308 60637 train 0.011643 60638 train 0.011235 60639 train 0.016021 60640 train 0.010644 60641 train 0.010270 60642 train 0.012973 60643 train 0.011148 60644 train 0.013261 60645 train 0.011545 60646 train 0.014059 60647 train 0.013683 60648 train 0.010986 60649 train 0.011096 60650 val 19.8860 60650 train 0.012291 60651 train 0.011927 60652 train 0.012904 60653 train 0.011113 60654 train 0.011199 60655 train 0.010219 60656 train 0.010833 60657 train 0.042698 60658 train 0.011204 60659 train 0.011002 60660 train 0.011876 60661 train 0.012322 60662 train 0.012539 60663 train 0.013852 60664 train 0.013198 60665 train 0.012780 60666 train 0.010674 60667 train 0.012535 60668 train 0.011058 60669 train 0.012950 60670 train 0.009869 60671 train 0.010505 60672 train 0.011803 60673 train 0.011458 60674 train 0.011173 60675 val 19.9049 60675 train 0.012084 60676 train 0.010609 60677 train 0.011051 60678 train 0.013289 60679 train 0.011717 60680 train 0.015460 60681 train 0.009770 60682 train 0.012648 60683 train 0.012106 60684 train 0.010657 60685 train 0.009805 60686 train 0.010680 60687 train 0.012406 60688 train 0.011095 60689 train 0.010162 60690 train 0.010610 60691 train 0.010737 60692 train 0.013770 60693 train 0.012639 60694 train 0.008908 60695 train 0.011361 60696 train 0.010185 60697 train 0.011821 60698 train 0.010445 60699 train 0.011825 60700 val 19.8810 60700 train 0.012003 60701 train 0.011184 60702 train 0.011074 60703 train 0.011952 60704 train 0.013273 60705 train 0.013252 60706 train 0.009963 60707 train 0.009310 60708 train 0.009922 60709 train 0.009698 60710 train 0.010653 60711 train 0.012355 60712 train 0.008611 60713 train 0.009500 60714 train 0.013152 60715 train 0.009700 60716 train 0.012300 60717 train 0.010505 60718 train 0.012892 60719 train 0.010870 60720 train 0.009653 60721 train 0.009153 60722 train 0.010779 60723 train 0.010229 60724 train 0.011075 60725 val 19.8959 60725 train 0.012622 60726 train 0.011992 60727 train 0.013376 60728 train 0.022053 60729 train 0.012412 60730 train 0.010583 60731 train 0.011592 60732 train 0.009553 60733 train 0.011887 60734 train 0.012140 60735 train 0.013126 60736 train 0.013345 60737 train 0.012185 60738 train 0.014386 60739 train 0.012517 60740 train 0.010565 60741 train 0.016543 60742 train 0.009683 60743 train 0.009600 60744 train 0.014810 60745 train 0.013434 60746 train 0.011771 60747 train 0.013142 60748 train 0.008313 60749 train 0.011451 60750 val 19.7958 60750 train 0.012107 60751 train 0.010207 60752 train 0.013103 60753 train 0.012846 60754 train 0.011526 60755 train 0.011415 60756 train 0.008995 60757 train 0.011203 60758 train 0.011150 60759 train 0.010963 60760 train 0.010767 60761 train 0.016083 60762 train 0.012850 60763 train 0.010883 60764 train 0.018953 60765 train 0.012766 60766 train 0.011988 60767 train 0.012232 60768 train 0.010191 60769 train 0.011610 60770 train 0.016521 60771 train 0.012410 60772 train 0.014133 60773 train 0.011813 60774 train 0.013155 60775 val 19.8223 60775 train 0.012496 60776 train 0.010649 60777 train 0.014087 60778 train 0.010536 60779 train 0.009090 60780 train 0.014612 60781 train 0.013384 60782 train 0.009353 60783 train 0.013122 60784 train 0.012073 60785 train 0.010463 60786 train 0.012856 60787 train 0.010570 60788 train 0.019398 60789 train 0.013261 60790 train 0.009985 60791 train 0.010634 60792 train 0.010322 60793 train 0.011234 60794 train 0.013011 60795 train 0.009843 60796 train 0.010715 60797 train 0.014772 60798 train 0.012163 60799 train 0.010264 60800 val 19.8360 60800 train 0.011869 60801 train 0.012866 60802 train 0.014612 60803 train 0.020455 60804 train 0.010548 60805 train 0.013616 60806 train 0.013894 60807 train 0.011438 60808 train 0.011637 60809 train 0.010972 60810 train 0.012421 60811 train 0.012064 60812 train 0.010875 60813 train 0.012676 60814 train 0.012281 60815 train 0.010194 60816 train 0.011890 60817 train 0.013022 60818 train 0.009837 60819 train 0.010357 60820 train 0.011764 60821 train 0.011704 60822 train 0.014006 60823 train 0.010713 60824 train 0.013076 60825 val 19.8742 60825 train 0.010134 60826 train 0.010845 60827 train 0.010496 60828 train 0.010234 60829 train 0.011600 60830 train 0.012097 60831 train 0.009669 60832 train 0.012090 60833 train 0.013721 60834 train 0.013414 60835 train 0.011916 60836 train 0.009896 60837 train 0.014296 60838 train 0.010544 60839 train 0.010898 60840 train 0.010764 60841 train 0.011692 60842 train 0.013938 60843 train 0.012032 60844 train 0.010731 60845 train 0.010794 60846 train 0.012933 60847 train 0.013197 60848 train 0.010009 60849 train 0.016477 60850 val 19.8677 60850 train 0.013190 60851 train 0.011361 60852 train 0.012545 60853 train 0.013305 60854 train 0.012401 60855 train 0.011762 60856 train 0.012287 60857 train 0.010101 60858 train 0.013059 60859 train 0.010486 60860 train 0.011846 60861 train 0.010341 60862 train 0.011284 60863 train 0.009480 60864 train 0.010971 60865 train 0.009382 60866 train 0.010846 60867 train 0.010013 60868 train 0.010813 60869 train 0.011837 60870 train 0.012091 60871 train 0.012035 60872 train 0.010759 60873 train 0.022374 60874 train 0.010474 60875 val 19.8538 60875 train 0.010924 60876 train 0.010168 60877 train 0.012356 60878 train 0.012308 60879 train 0.011430 60880 train 0.011327 60881 train 0.011275 60882 train 0.011418 60883 train 0.012861 60884 train 0.012175 60885 train 0.016859 60886 train 0.014127 60887 train 0.010256 60888 train 0.012054 60889 train 0.011956 60890 train 0.012902 60891 train 0.011076 60892 train 0.012628 60893 train 0.010280 60894 train 0.014274 60895 train 0.011475 60896 train 0.013439 60897 train 0.011166 60898 train 0.010630 60899 train 0.012808 60900 val 19.8849 60900 train 0.011211 60901 train 0.010041 60902 train 0.014332 60903 train 0.010749 60904 train 0.015855 60905 train 0.010883 60906 train 0.010998 60907 train 0.010604 60908 train 0.012766 60909 train 0.015094 60910 train 0.012309 60911 train 0.010929 60912 train 0.010973 60913 train 0.012800 60914 train 0.012544 60915 train 0.010596 60916 train 0.011440 60917 train 0.011713 60918 train 0.013551 60919 train 0.012651 60920 train 0.011710 60921 train 0.012399 60922 train 0.013694 60923 train 0.011123 60924 train 0.010888 60925 val 19.8385 60925 train 0.010216 60926 train 0.012224 60927 train 0.012242 60928 train 0.010265 60929 train 0.010630 60930 train 0.012198 60931 train 0.010022 60932 train 0.012578 60933 train 0.009916 60934 train 0.012413 60935 train 0.009971 60936 train 0.011969 60937 train 0.010593 60938 train 0.018054 60939 train 0.013102 60940 train 0.019198 60941 train 0.010073 60942 train 0.011271 60943 train 0.009143 60944 train 0.011621 60945 train 0.015014 60946 train 0.010769 60947 train 0.011252 60948 train 0.011975 60949 train 0.010201 60950 val 19.8598 60950 train 0.010982 60951 train 0.010948 60952 train 0.011750 60953 train 0.012898 60954 train 0.010821 60955 train 0.020876 60956 train 0.012456 60957 train 0.013209 60958 train 0.013803 60959 train 0.010318 60960 train 0.010343 60961 train 0.011058 60962 train 0.013167 60963 train 0.011426 60964 train 0.010163 60965 train 0.009716 60966 train 0.010580 60967 train 0.012321 60968 train 0.010797 60969 train 0.014424 60970 train 0.012724 60971 train 0.009609 60972 train 0.010786 60973 train 0.010719 60974 train 0.013225 60975 val 19.8731 60975 train 0.010224 60976 train 0.015068 60977 train 0.009956 60978 train 0.010231 60979 train 0.011497 60980 train 0.013239 60981 train 0.011349 60982 train 0.011135 60983 train 0.010009 60984 train 0.013044 60985 train 0.012284 60986 train 0.010453 60987 train 0.010267 60988 train 0.017661 60989 train 0.010551 60990 train 0.011003 60991 train 0.016238 60992 train 0.012025 60993 train 0.012936 60994 train 0.011494 60995 train 0.010292 60996 train 0.010346 60997 train 0.012118 60998 train 0.012841 60999 train 0.010444 61000 val 19.8930 61000 train 0.009609 61001 train 0.011704 61002 train 0.010826 61003 train 0.012052 61004 train 0.010369 61005 train 0.021573 61006 train 0.010136 61007 train 0.010800 61008 train 0.011368 61009 train 0.011449 61010 train 0.012590 61011 train 0.010347 61012 train 0.011341 61013 train 0.010056 61014 train 0.010872 61015 train 0.009864 61016 train 0.012695 61017 train 0.011740 61018 train 0.013888 61019 train 0.010203 61020 train 0.009903 61021 train 0.010955 61022 train 0.009515 61023 train 0.009857 61024 train 0.018002 61025 val 19.9107 61025 train 0.012766 61026 train 0.012841 61027 train 0.014071 61028 train 0.009682 61029 train 0.014605 61030 train 0.011081 61031 train 0.011302 61032 train 0.011277 61033 train 0.012179 61034 train 0.010118 61035 train 0.011977 61036 train 0.011079 61037 train 0.010750 61038 train 0.011853 61039 train 0.011291 61040 train 0.010433 61041 train 0.015498 61042 train 0.010237 61043 train 0.011392 61044 train 0.013379 61045 train 0.012172 61046 train 0.012969 61047 train 0.013054 61048 train 0.012781 61049 train 0.010983 61050 val 19.9100 61050 train 0.011226 61051 train 0.009143 61052 train 0.013648 61053 train 0.013942 61054 train 0.012717 61055 train 0.011294 61056 train 0.011376 61057 train 0.011904 61058 train 0.011401 61059 train 0.010246 61060 train 0.012734 61061 train 0.010893 61062 train 0.016008 61063 train 0.011319 61064 train 0.011474 61065 train 0.016940 61066 train 0.011364 61067 train 0.011988 61068 train 0.013454 61069 train 0.012165 61070 train 0.011640 61071 train 0.011596 61072 train 0.010733 61073 train 0.013440 61074 train 0.010270 61075 val 19.8370 61075 train 0.012338 61076 train 0.009908 61077 train 0.012073 61078 train 0.012140 61079 train 0.011792 61080 train 0.012680 61081 train 0.013039 61082 train 0.011775 61083 train 0.015125 61084 train 0.013329 61085 train 0.009318 61086 train 0.011836 61087 train 0.011772 61088 train 0.012757 61089 train 0.015158 61090 train 0.013799 61091 train 0.013550 61092 train 0.010142 61093 train 0.012893 61094 train 0.010427 61095 train 0.011369 61096 train 0.013490 61097 train 0.011237 61098 train 0.016036 61099 train 0.011118 61100 val 19.9506 61100 train 0.012850 61101 train 0.013755 61102 train 0.010659 61103 train 0.012625 61104 train 0.012292 61105 train 0.010948 61106 train 0.010427 61107 train 0.011757 61108 train 0.010855 61109 train 0.012525 61110 train 0.009658 61111 train 0.012155 61112 train 0.010778 61113 train 0.011948 61114 train 0.011619 61115 train 0.011901 61116 train 0.012386 61117 train 0.012512 61118 train 0.011942 61119 train 0.011833 61120 train 0.010654 61121 train 0.009300 61122 train 0.010861 61123 train 0.009997 61124 train 0.011254 61125 val 19.9738 61125 train 0.014252 61126 train 0.013194 61127 train 0.013394 61128 train 0.011347 61129 train 0.010912 61130 train 0.012443 61131 train 0.011647 61132 train 0.009813 61133 train 0.011298 61134 train 0.012640 61135 train 0.011226 61136 train 0.010155 61137 train 0.010721 61138 train 0.011144 61139 train 0.015345 61140 train 0.009645 61141 train 0.009477 61142 train 0.009750 61143 train 0.011763 61144 train 0.012302 61145 train 0.016520 61146 train 0.009554 61147 train 0.011970 61148 train 0.011497 61149 train 0.015029 61150 val 19.8454 61150 train 0.010954 61151 train 0.012389 61152 train 0.011330 61153 train 0.012236 61154 train 0.014205 61155 train 0.009906 61156 train 0.010051 61157 train 0.010155 61158 train 0.010950 61159 train 0.013232 61160 train 0.011047 61161 train 0.011987 61162 train 0.013090 61163 train 0.013056 61164 train 0.011471 61165 train 0.010053 61166 train 0.010691 61167 train 0.013548 61168 train 0.010378 61169 train 0.011299 61170 train 0.010386 61171 train 0.010169 61172 train 0.011185 61173 train 0.011384 61174 train 0.014061 61175 val 19.9269 61175 train 0.012045 61176 train 0.009472 61177 train 0.010508 61178 train 0.010403 61179 train 0.011546 61180 train 0.011825 61181 train 0.022570 61182 train 0.012145 61183 train 0.016033 61184 train 0.010765 61185 train 0.012889 61186 train 0.010082 61187 train 0.012694 61188 train 0.011556 61189 train 0.012608 61190 train 0.011675 61191 train 0.011354 61192 train 0.010428 61193 train 0.011275 61194 train 0.011572 61195 train 0.011388 61196 train 0.013751 61197 train 0.010254 61198 train 0.011604 61199 train 0.013301 61200 val 19.9346 61200 train 0.011329 61201 train 0.010050 61202 train 0.010500 61203 train 0.012388 61204 train 0.011379 61205 train 0.010279 61206 train 0.010508 61207 train 0.012018 61208 train 0.010391 61209 train 0.012825 61210 train 0.019362 61211 train 0.011135 61212 train 0.010502 61213 train 0.013298 61214 train 0.009984 61215 train 0.011320 61216 train 0.011272 61217 train 0.013683 61218 train 0.013325 61219 train 0.012473 61220 train 0.011307 61221 train 0.011331 61222 train 0.012155 61223 train 0.010056 61224 train 0.010752 61225 val 19.8681 61225 train 0.011785 61226 train 0.012088 61227 train 0.011104 61228 train 0.011416 61229 train 0.011038 61230 train 0.010925 61231 train 0.012330 61232 train 0.013210 61233 train 0.009699 61234 train 0.011079 61235 train 0.011705 61236 train 0.012718 61237 train 0.011044 61238 train 0.009177 61239 train 0.011998 61240 train 0.010238 61241 train 0.010195 61242 train 0.010665 61243 train 0.010716 61244 train 0.012195 61245 train 0.013286 61246 train 0.015907 61247 train 0.013401 61248 train 0.011325 61249 train 0.010568 61250 val 19.9088 61250 train 0.011895 61251 train 0.010614 61252 train 0.011512 61253 train 0.013369 61254 train 0.013733 61255 train 0.014689 61256 train 0.011738 61257 train 0.010932 61258 train 0.012179 61259 train 0.011211 61260 train 0.010424 61261 train 0.013666 61262 train 0.011830 61263 train 0.011463 61264 train 0.014948 61265 train 0.011910 61266 train 0.009553 61267 train 0.013725 61268 train 0.010596 61269 train 0.009734 61270 train 0.011716 61271 train 0.011726 61272 train 0.012942 61273 train 0.016982 61274 train 0.010275 61275 val 19.9078 61275 train 0.011561 61276 train 0.015101 61277 train 0.009767 61278 train 0.012478 61279 train 0.012722 61280 train 0.010420 61281 train 0.019934 61282 train 0.018049 61283 train 0.013237 61284 train 0.010696 61285 train 0.012589 61286 train 0.012264 61287 train 0.012889 61288 train 0.012119 61289 train 0.010839 61290 train 0.015359 61291 train 0.015112 61292 train 0.010460 61293 train 0.011065 61294 train 0.011018 61295 train 0.011314 61296 train 0.010559 61297 train 0.014547 61298 train 0.011732 61299 train 0.014376 61300 val 19.8552 61300 train 0.011878 61301 train 0.010599 61302 train 0.010365 61303 train 0.014132 61304 train 0.010926 61305 train 0.009015 61306 train 0.011909 61307 train 0.010936 61308 train 0.012517 61309 train 0.010213 61310 train 0.010969 61311 train 0.012063 61312 train 0.013732 61313 train 0.010323 61314 train 0.012545 61315 train 0.013006 61316 train 0.010425 61317 train 0.017878 61318 train 0.012425 61319 train 0.015408 61320 train 0.012815 61321 train 0.011500 61322 train 0.010053 61323 train 0.012867 61324 train 0.010625 61325 val 19.8199 61325 train 0.009509 61326 train 0.019264 61327 train 0.010475 61328 train 0.011026 61329 train 0.011366 61330 train 0.009904 61331 train 0.009857 61332 train 0.011604 61333 train 0.012050 61334 train 0.012359 61335 train 0.013327 61336 train 0.010953 61337 train 0.009895 61338 train 0.009836 61339 train 0.012437 61340 train 0.011064 61341 train 0.011464 61342 train 0.007813 61343 train 0.010952 61344 train 0.012957 61345 train 0.009990 61346 train 0.010397 61347 train 0.012055 61348 train 0.013503 61349 train 0.009955 61350 val 19.9166 61350 train 0.012070 61351 train 0.010564 61352 train 0.010581 61353 train 0.011402 61354 train 0.009170 61355 train 0.011424 61356 train 0.010085 61357 train 0.008791 61358 train 0.010074 61359 train 0.011009 61360 train 0.010207 61361 train 0.010020 61362 train 0.015668 61363 train 0.009827 61364 train 0.009528 61365 train 0.011020 61366 train 0.011391 61367 train 0.011581 61368 train 0.012123 61369 train 0.010018 61370 train 0.009649 61371 train 0.012745 61372 train 0.013130 61373 train 0.010467 61374 train 0.008786 61375 val 19.9336 61375 train 0.013793 61376 train 0.011339 61377 train 0.012235 61378 train 0.009371 61379 train 0.009223 61380 train 0.009974 61381 train 0.010169 61382 train 0.009850 61383 train 0.011127 61384 train 0.016121 61385 train 0.010062 61386 train 0.012251 61387 train 0.011331 61388 train 0.011191 61389 train 0.010198 61390 train 0.011434 61391 train 0.010460 61392 train 0.010222 61393 train 0.009649 61394 train 0.012498 61395 train 0.010898 61396 train 0.012569 61397 train 0.010247 61398 train 0.022171 61399 train 0.009022 61400 val 19.8804 61400 train 0.009660 61401 train 0.012298 61402 train 0.011432 61403 train 0.011229 61404 train 0.013386 61405 train 0.011188 61406 train 0.009882 61407 train 0.014974 61408 train 0.016441 61409 train 0.013505 61410 train 0.010210 61411 train 0.013715 61412 train 0.012601 61413 train 0.010715 61414 train 0.011858 61415 train 0.010440 61416 train 0.011972 61417 train 0.014301 61418 train 0.011228 61419 train 0.014119 61420 train 0.012140 61421 train 0.010684 61422 train 0.009806 61423 train 0.010336 61424 train 0.010942 61425 val 19.9529 61425 train 0.009716 61426 train 0.012295 61427 train 0.012652 61428 train 0.012232 61429 train 0.013237 61430 train 0.015512 61431 train 0.010181 61432 train 0.012903 61433 train 0.012939 61434 train 0.014828 61435 train 0.009703 61436 train 0.010216 61437 train 0.013041 61438 train 0.011973 61439 train 0.016389 61440 train 0.012093 61441 train 0.009970 61442 train 0.010602 61443 train 0.011021 61444 train 0.016458 61445 train 0.010552 61446 train 0.011932 61447 train 0.010483 61448 train 0.012564 61449 train 0.012347 61450 val 19.9248 61450 train 0.011001 61451 train 0.010186 61452 train 0.010718 61453 train 0.020899 61454 train 0.010727 61455 train 0.015809 61456 train 0.010840 61457 train 0.010557 61458 train 0.011613 61459 train 0.010558 61460 train 0.012617 61461 train 0.009504 61462 train 0.011640 61463 train 0.011590 61464 train 0.013834 61465 train 0.010611 61466 train 0.014891 61467 train 0.011275 61468 train 0.014582 61469 train 0.012639 61470 train 0.011676 61471 train 0.012088 61472 train 0.010995 61473 train 0.014005 61474 train 0.011869 61475 val 19.9042 61475 train 0.010781 61476 train 0.012155 61477 train 0.010202 61478 train 0.010342 61479 train 0.010814 61480 train 0.014472 61481 train 0.010146 61482 train 0.011120 61483 train 0.010252 61484 train 0.010692 61485 train 0.011021 61486 train 0.009799 61487 train 0.009503 61488 train 0.011177 61489 train 0.015049 61490 train 0.011099 61491 train 0.014872 61492 train 0.009211 61493 train 0.010577 61494 train 0.012691 61495 train 0.010904 61496 train 0.009749 61497 train 0.009250 61498 train 0.011260 61499 train 0.010729 61500 val 19.9005 61500 train 0.011521 61501 train 0.011747 61502 train 0.014775 61503 train 0.011395 61504 train 0.011085 61505 train 0.010279 61506 train 0.011471 61507 train 0.027154 61508 train 0.014150 61509 train 0.011048 61510 train 0.013274 61511 train 0.011085 61512 train 0.010271 61513 train 0.011224 61514 train 0.010031 61515 train 0.010802 61516 train 0.009696 61517 train 0.011308 61518 train 0.011573 61519 train 0.009792 61520 train 0.011841 61521 train 0.008799 61522 train 0.010928 61523 train 0.010625 61524 train 0.012102 61525 val 19.8876 61525 train 0.014044 61526 train 0.010206 61527 train 0.012207 61528 train 0.008812 61529 train 0.010648 61530 train 0.012113 61531 train 0.012068 61532 train 0.010434 61533 train 0.010284 61534 train 0.009293 61535 train 0.011000 61536 train 0.010475 61537 train 0.016939 61538 train 0.015475 61539 train 0.011170 61540 train 0.013169 61541 train 0.011080 61542 train 0.011524 61543 train 0.016967 61544 train 0.012221 61545 train 0.013371 61546 train 0.012387 61547 train 0.012176 61548 train 0.011836 61549 train 0.016586 61550 val 19.8635 61550 train 0.010873 61551 train 0.011144 61552 train 0.010473 61553 train 0.011647 61554 train 0.011735 61555 train 0.010964 61556 train 0.011559 61557 train 0.009155 61558 train 0.013679 61559 train 0.010363 61560 train 0.009874 61561 train 0.012872 61562 train 0.009762 61563 train 0.011810 61564 train 0.008283 61565 train 0.014730 61566 train 0.009390 61567 train 0.013336 61568 train 0.010903 61569 train 0.009346 61570 train 0.008788 61571 train 0.010030 61572 train 0.010779 61573 train 0.018572 61574 train 0.013603 61575 val 19.9209 61575 train 0.011103 61576 train 0.013963 61577 train 0.011053 61578 train 0.011339 61579 train 0.015937 61580 train 0.012237 61581 train 0.011757 61582 train 0.011396 61583 train 0.013708 61584 train 0.011143 61585 train 0.013491 61586 train 0.011981 61587 train 0.012522 61588 train 0.010195 61589 train 0.009758 61590 train 0.013077 61591 train 0.010167 61592 train 0.014518 61593 train 0.009698 61594 train 0.012682 61595 train 0.010701 61596 train 0.011972 61597 train 0.010125 61598 train 0.010469 61599 train 0.011875 61600 val 19.9574 61600 train 0.009772 61601 train 0.010846 61602 train 0.011224 61603 train 0.014789 61604 train 0.010040 61605 train 0.008508 61606 train 0.009996 61607 train 0.009225 61608 train 0.010239 61609 train 0.015072 61610 train 0.015049 61611 train 0.012010 61612 train 0.012613 61613 train 0.009541 61614 train 0.012632 61615 train 0.010706 61616 train 0.010362 61617 train 0.013186 61618 train 0.012320 61619 train 0.011792 61620 train 0.011522 61621 train 0.012464 61622 train 0.011096 61623 train 0.012089 61624 train 0.010007 61625 val 19.9384 61625 train 0.009798 61626 train 0.012958 61627 train 0.010934 61628 train 0.011958 61629 train 0.009052 61630 train 0.010723 61631 train 0.010556 61632 train 0.014969 61633 train 0.010473 61634 train 0.010840 61635 train 0.010102 61636 train 0.009504 61637 train 0.011610 61638 train 0.013923 61639 train 0.011230 61640 train 0.011510 61641 train 0.007779 61642 train 0.009926 61643 train 0.008979 61644 train 0.010544 61645 train 0.011804 61646 train 0.013115 61647 train 0.016237 61648 train 0.012548 61649 train 0.011323 61650 val 19.9213 61650 train 0.011167 61651 train 0.012197 61652 train 0.009800 61653 train 0.012835 61654 train 0.018921 61655 train 0.012718 61656 train 0.011000 61657 train 0.011830 61658 train 0.013318 61659 train 0.011408 61660 train 0.011002 61661 train 0.009226 61662 train 0.010784 61663 train 0.011288 61664 train 0.010556 61665 train 0.009410 61666 train 0.013540 61667 train 0.011953 61668 train 0.011116 61669 train 0.012083 61670 train 0.011827 61671 train 0.011784 61672 train 0.008838 61673 train 0.012911 61674 train 0.012800 61675 val 20.0176 61675 train 0.012708 61676 train 0.011283 61677 train 0.009457 61678 train 0.011450 61679 train 0.009540 61680 train 0.010625 61681 train 0.010510 61682 train 0.011574 61683 train 0.011000 61684 train 0.012905 61685 train 0.009285 61686 train 0.010691 61687 train 0.009730 61688 train 0.008527 61689 train 0.011408 61690 train 0.012853 61691 train 0.010460 61692 train 0.012940 61693 train 0.010854 61694 train 0.010162 61695 train 0.008464 61696 train 0.009541 61697 train 0.009596 61698 train 0.011246 61699 train 0.010223 61700 val 19.8801 61700 train 0.009247 61701 train 0.011069 61702 train 0.011573 61703 train 0.009928 61704 train 0.010665 61705 train 0.009969 61706 train 0.010689 61707 train 0.009939 61708 train 0.008770 61709 train 0.011579 61710 train 0.010982 61711 train 0.012276 61712 train 0.010246 61713 train 0.010396 61714 train 0.011334 61715 train 0.009689 61716 train 0.011581 61717 train 0.010818 61718 train 0.014237 61719 train 0.010917 61720 train 0.011710 61721 train 0.010441 61722 train 0.009738 61723 train 0.009729 61724 train 0.009729 61725 val 19.8665 61725 train 0.011014 61726 train 0.010122 61727 train 0.008966 61728 train 0.012684 61729 train 0.012118 61730 train 0.011582 61731 train 0.011467 61732 train 0.009646 61733 train 0.010590 61734 train 0.009517 61735 train 0.010282 61736 train 0.010130 61737 train 0.012490 61738 train 0.010418 61739 train 0.010218 61740 train 0.013095 61741 train 0.010817 61742 train 0.011583 61743 train 0.013567 61744 train 0.012411 61745 train 0.014344 61746 train 0.013575 61747 train 0.013026 61748 train 0.011709 61749 train 0.010764 61750 val 19.9350 61750 train 0.009533 61751 train 0.010795 61752 train 0.012050 61753 train 0.012112 61754 train 0.017378 61755 train 0.011322 61756 train 0.012156 61757 train 0.010839 61758 train 0.010380 61759 train 0.008546 61760 train 0.009785 61761 train 0.011001 61762 train 0.009533 61763 train 0.010171 61764 train 0.012479 61765 train 0.013069 61766 train 0.009897 61767 train 0.011113 61768 train 0.010610 61769 train 0.010195 61770 train 0.009550 61771 train 0.011105 61772 train 0.012870 61773 train 0.014189 61774 train 0.011064 61775 val 19.9149 61775 train 0.011604 61776 train 0.011916 61777 train 0.010618 61778 train 0.014070 61779 train 0.010651 61780 train 0.011221 61781 train 0.011573 61782 train 0.010636 61783 train 0.009857 61784 train 0.011573 61785 train 0.009893 61786 train 0.012369 61787 train 0.011654 61788 train 0.012447 61789 train 0.013784 61790 train 0.011764 61791 train 0.011331 61792 train 0.012338 61793 train 0.010633 61794 train 0.010427 61795 train 0.010150 61796 train 0.011095 61797 train 0.008801 61798 train 0.009919 61799 train 0.012141 61800 val 19.9005 61800 train 0.012069 61801 train 0.013229 61802 train 0.010980 61803 train 0.012706 61804 train 0.009673 61805 train 0.009157 61806 train 0.011033 61807 train 0.011887 61808 train 0.012134 61809 train 0.013150 61810 train 0.010298 61811 train 0.010936 61812 train 0.010145 61813 train 0.010911 61814 train 0.015339 61815 train 0.011719 61816 train 0.011041 61817 train 0.012602 61818 train 0.010901 61819 train 0.008851 61820 train 0.010581 61821 train 0.011500 61822 train 0.011191 61823 train 0.010667 61824 train 0.012780 61825 val 19.9139 61825 train 0.015916 61826 train 0.013017 61827 train 0.011519 61828 train 0.011705 61829 train 0.010613 61830 train 0.010434 61831 train 0.011022 61832 train 0.011904 61833 train 0.011491 61834 train 0.010684 61835 train 0.014141 61836 train 0.013328 61837 train 0.013265 61838 train 0.008943 61839 train 0.012759 61840 train 0.011438 61841 train 0.011159 61842 train 0.011612 61843 train 0.012335 61844 train 0.010218 61845 train 0.013196 61846 train 0.010705 61847 train 0.011077 61848 train 0.011468 61849 train 0.010968 61850 val 19.8994 61850 train 0.011711 61851 train 0.011286 61852 train 0.012325 61853 train 0.011010 61854 train 0.011612 61855 train 0.009147 61856 train 0.010361 61857 train 0.011540 61858 train 0.010388 61859 train 0.009728 61860 train 0.010020 61861 train 0.021166 61862 train 0.012307 61863 train 0.013256 61864 train 0.010602 61865 train 0.011643 61866 train 0.010008 61867 train 0.009818 61868 train 0.012104 61869 train 0.010707 61870 train 0.008986 61871 train 0.010443 61872 train 0.012182 61873 train 0.010254 61874 train 0.011460 61875 val 19.8876 61875 train 0.009984 61876 train 0.009327 61877 train 0.010676 61878 train 0.010020 61879 train 0.012281 61880 train 0.009612 61881 train 0.013431 61882 train 0.010722 61883 train 0.010062 61884 train 0.011759 61885 train 0.008558 61886 train 0.010176 61887 train 0.009702 61888 train 0.011604 61889 train 0.011354 61890 train 0.012261 61891 train 0.008850 61892 train 0.013409 61893 train 0.012754 61894 train 0.011287 61895 train 0.009819 61896 train 0.010654 61897 train 0.014263 61898 train 0.009407 61899 train 0.009885 61900 val 19.9245 61900 train 0.009625 61901 train 0.014754 61902 train 0.010376 61903 train 0.009783 61904 train 0.010821 61905 train 0.010181 61906 train 0.010159 61907 train 0.011764 61908 train 0.012143 61909 train 0.009898 61910 train 0.010794 61911 train 0.010019 61912 train 0.009497 61913 train 0.012271 61914 train 0.011790 61915 train 0.011469 61916 train 0.011431 61917 train 0.011374 61918 train 0.010890 61919 train 0.009439 61920 train 0.009438 61921 train 0.010172 61922 train 0.012609 61923 train 0.011162 61924 train 0.011987 61925 val 19.8918 61925 train 0.011271 61926 train 0.014229 61927 train 0.009213 61928 train 0.011425 61929 train 0.010528 61930 train 0.014111 61931 train 0.011021 61932 train 0.009706 61933 train 0.013036 61934 train 0.010301 61935 train 0.010919 61936 train 0.010992 61937 train 0.013559 61938 train 0.009921 61939 train 0.011035 61940 train 0.009644 61941 train 0.011906 61942 train 0.009816 61943 train 0.009402 61944 train 0.011033 61945 train 0.012288 61946 train 0.009486 61947 train 0.011021 61948 train 0.011197 61949 train 0.011803 61950 val 19.8844 61950 train 0.009246 61951 train 0.011756 61952 train 0.008504 61953 train 0.012480 61954 train 0.010495 61955 train 0.009676 61956 train 0.010730 61957 train 0.010095 61958 train 0.010231 61959 train 0.014435 61960 train 0.012658 61961 train 0.012413 61962 train 0.012602 61963 train 0.009990 61964 train 0.011938 61965 train 0.011521 61966 train 0.013947 61967 train 0.010727 61968 train 0.008852 61969 train 0.010006 61970 train 0.009659 61971 train 0.011737 61972 train 0.009828 61973 train 0.011999 61974 train 0.011760 61975 val 19.8112 61975 train 0.012132 61976 train 0.010643 61977 train 0.010667 61978 train 0.011766 61979 train 0.011396 61980 train 0.014113 61981 train 0.013413 61982 train 0.011541 61983 train 0.013299 61984 train 0.010624 61985 train 0.009934 61986 train 0.010452 61987 train 0.012394 61988 train 0.011423 61989 train 0.010752 61990 train 0.010153 61991 train 0.010538 61992 train 0.011491 61993 train 0.009721 61994 train 0.011293 61995 train 0.014169 61996 train 0.010755 61997 train 0.009933 61998 train 0.009330 61999 train 0.010247 62000 val 19.8436 62000 train 0.010380 62001 train 0.010471 62002 train 0.011517 62003 train 0.011330 62004 train 0.009548 62005 train 0.010556 62006 train 0.012081 62007 train 0.013159 62008 train 0.012156 62009 train 0.012869 62010 train 0.010294 62011 train 0.012199 62012 train 0.009897 62013 train 0.011523 62014 train 0.013702 62015 train 0.011536 62016 train 0.013254 62017 train 0.011051 62018 train 0.014222 62019 train 0.010050 62020 train 0.015082 62021 train 0.009690 62022 train 0.008681 62023 train 0.010465 62024 train 0.011404 62025 val 19.8401 62025 train 0.011497 62026 train 0.009198 62027 train 0.009595 62028 train 0.011113 62029 train 0.009638 62030 train 0.012049 62031 train 0.011154 62032 train 0.009770 62033 train 0.010199 62034 train 0.010260 62035 train 0.010677 62036 train 0.008691 62037 train 0.009747 62038 train 0.013018 62039 train 0.009825 62040 train 0.010564 62041 train 0.013675 62042 train 0.014837 62043 train 0.011533 62044 train 0.013397 62045 train 0.012535 62046 train 0.010546 62047 train 0.011387 62048 train 0.010069 62049 train 0.009939 62050 val 19.8161 62050 train 0.012564 62051 train 0.009301 62052 train 0.025562 62053 train 0.009840 62054 train 0.012321 62055 train 0.009890 62056 train 0.010934 62057 train 0.010351 62058 train 0.011933 62059 train 0.009839 62060 train 0.013029 62061 train 0.012424 62062 train 0.010693 62063 train 0.009186 62064 train 0.010047 62065 train 0.011098 62066 train 0.011276 62067 train 0.010556 62068 train 0.011319 62069 train 0.011002 62070 train 0.010003 62071 train 0.010784 62072 train 0.011389 62073 train 0.010204 62074 train 0.011334 62075 val 19.8276 62075 train 0.010199 62076 train 0.009782 62077 train 0.014518 62078 train 0.011610 62079 train 0.014287 62080 train 0.010351 62081 train 0.012305 62082 train 0.010355 62083 train 0.013230 62084 train 0.009727 62085 train 0.011665 62086 train 0.014243 62087 train 0.010305 62088 train 0.016480 62089 train 0.013980 62090 train 0.010536 62091 train 0.010751 62092 train 0.010217 62093 train 0.009862 62094 train 0.009114 62095 train 0.011970 62096 train 0.011433 62097 train 0.012964 62098 train 0.010131 62099 train 0.011551 62100 val 19.9280 62100 train 0.011024 62101 train 0.010338 62102 train 0.010083 62103 train 0.010198 62104 train 0.011924 62105 train 0.010857 62106 train 0.011780 62107 train 0.011633 62108 train 0.013946 62109 train 0.010842 62110 train 0.010077 62111 train 0.009713 62112 train 0.009920 62113 train 0.011141 62114 train 0.010761 62115 train 0.009303 62116 train 0.012491 62117 train 0.011148 62118 train 0.010544 62119 train 0.013993 62120 train 0.010615 62121 train 0.010546 62122 train 0.010908 62123 train 0.009710 62124 train 0.015576 62125 val 19.9193 62125 train 0.013586 62126 train 0.010656 62127 train 0.010062 62128 train 0.010381 62129 train 0.010001 62130 train 0.010962 62131 train 0.011550 62132 train 0.014821 62133 train 0.011815 62134 train 0.011687 62135 train 0.009681 62136 train 0.011048 62137 train 0.011745 62138 train 0.010976 62139 train 0.011019 62140 train 0.012620 62141 train 0.010413 62142 train 0.010330 62143 train 0.010853 62144 train 0.011510 62145 train 0.009522 62146 train 0.009277 62147 train 0.010959 62148 train 0.010181 62149 train 0.009887 62150 val 19.9551 62150 train 0.010085 62151 train 0.010769 62152 train 0.011090 62153 train 0.010983 62154 train 0.010721 62155 train 0.010446 62156 train 0.011029 62157 train 0.011074 62158 train 0.013692 62159 train 0.010569 62160 train 0.011291 62161 train 0.022814 62162 train 0.012840 62163 train 0.012277 62164 train 0.011894 62165 train 0.010339 62166 train 0.010424 62167 train 0.011279 62168 train 0.014420 62169 train 0.011465 62170 train 0.011279 62171 train 0.009252 62172 train 0.013490 62173 train 0.013799 62174 train 0.011180 62175 val 19.9099 62175 train 0.010507 62176 train 0.011160 62177 train 0.010841 62178 train 0.010120 62179 train 0.011935 62180 train 0.010099 62181 train 0.009762 62182 train 0.010916 62183 train 0.011079 62184 train 0.011140 62185 train 0.010202 62186 train 0.008569 62187 train 0.012087 62188 train 0.009905 62189 train 0.010499 62190 train 0.009658 62191 train 0.009343 62192 train 0.013211 62193 train 0.010126 62194 train 0.011631 62195 train 0.015492 62196 train 0.011844 62197 train 0.014110 62198 train 0.026605 62199 train 0.010665 62200 val 19.7770 62200 train 0.011942 62201 train 0.010256 62202 train 0.010246 62203 train 0.009312 62204 train 0.012121 62205 train 0.011424 62206 train 0.011706 62207 train 0.009609 62208 train 0.015096 62209 train 0.012061 62210 train 0.010445 62211 train 0.011722 62212 train 0.010607 62213 train 0.010731 62214 train 0.009704 62215 train 0.010441 62216 train 0.011741 62217 train 0.012084 62218 train 0.011898 62219 train 0.012620 62220 train 0.010231 62221 train 0.009413 62222 train 0.010373 62223 train 0.010855 62224 train 0.010361 62225 val 19.8419 62225 train 0.011476 62226 train 0.011415 62227 train 0.011471 62228 train 0.012553 62229 train 0.008761 62230 train 0.009735 62231 train 0.009417 62232 train 0.009744 62233 train 0.015054 62234 train 0.018183 62235 train 0.009154 62236 train 0.015265 62237 train 0.009951 62238 train 0.010324 62239 train 0.010689 62240 train 0.010156 62241 train 0.011117 62242 train 0.013966 62243 train 0.009148 62244 train 0.010222 62245 train 0.012369 62246 train 0.009784 62247 train 0.012910 62248 train 0.009993 62249 train 0.008767 62250 val 19.8803 62250 train 0.009363 62251 train 0.010568 62252 train 0.009497 62253 train 0.010930 62254 train 0.011206 62255 train 0.010457 62256 train 0.010720 62257 train 0.012860 62258 train 0.009462 62259 train 0.010378 62260 train 0.009490 62261 train 0.010053 62262 train 0.011823 62263 train 0.011058 62264 train 0.012509 62265 train 0.010337 62266 train 0.010231 62267 train 0.009605 62268 train 0.012447 62269 train 0.012740 62270 train 0.016439 62271 train 0.009375 62272 train 0.012040 62273 train 0.011600 62274 train 0.012517 62275 val 19.9277 62275 train 0.010358 62276 train 0.011397 62277 train 0.011409 62278 train 0.011749 62279 train 0.012490 62280 train 0.009908 62281 train 0.015987 62282 train 0.010290 62283 train 0.010312 62284 train 0.011447 62285 train 0.009382 62286 train 0.009949 62287 train 0.012213 62288 train 0.011097 62289 train 0.011370 62290 train 0.011163 62291 train 0.013368 62292 train 0.011157 62293 train 0.014012 62294 train 0.010709 62295 train 0.010441 62296 train 0.010895 62297 train 0.010212 62298 train 0.011913 62299 train 0.009813 62300 val 19.8556 62300 train 0.010402 62301 train 0.009491 62302 train 0.009870 62303 train 0.010762 62304 train 0.011422 62305 train 0.010078 62306 train 0.010780 62307 train 0.010893 62308 train 0.010790 62309 train 0.011269 62310 train 0.009827 62311 train 0.011841 62312 train 0.012237 62313 train 0.011383 62314 train 0.012008 62315 train 0.014466 62316 train 0.009630 62317 train 0.010943 62318 train 0.010034 62319 train 0.011518 62320 train 0.012133 62321 train 0.009314 62322 train 0.012395 62323 train 0.011463 62324 train 0.011323 62325 val 19.9207 62325 train 0.012377 62326 train 0.011649 62327 train 0.009612 62328 train 0.010598 62329 train 0.008891 62330 train 0.010218 62331 train 0.012621 62332 train 0.012076 62333 train 0.009424 62334 train 0.010728 62335 train 0.009446 62336 train 0.011287 62337 train 0.009339 62338 train 0.011233 62339 train 0.013406 62340 train 0.010960 62341 train 0.009411 62342 train 0.009808 62343 train 0.014690 62344 train 0.011481 62345 train 0.011845 62346 train 0.010834 62347 train 0.009847 62348 train 0.012123 62349 train 0.011989 62350 val 19.8865 62350 train 0.012439 62351 train 0.011899 62352 train 0.009984 62353 train 0.010886 62354 train 0.010514 62355 train 0.010391 62356 train 0.013487 62357 train 0.010158 62358 train 0.011280 62359 train 0.012911 62360 train 0.010156 62361 train 0.011597 62362 train 0.011339 62363 train 0.010218 62364 train 0.009985 62365 train 0.008715 62366 train 0.009431 62367 train 0.014642 62368 train 0.011090 62369 train 0.010689 62370 train 0.010037 62371 train 0.010248 62372 train 0.010630 62373 train 0.009509 62374 train 0.017525 62375 val 19.8262 62375 train 0.010311 62376 train 0.011759 62377 train 0.010298 62378 train 0.010392 62379 train 0.009992 62380 train 0.010572 62381 train 0.011035 62382 train 0.012905 62383 train 0.008958 62384 train 0.011416 62385 train 0.011419 62386 train 0.016191 62387 train 0.010792 62388 train 0.009389 62389 train 0.011778 62390 train 0.010129 62391 train 0.010040 62392 train 0.011961 62393 train 0.011614 62394 train 0.010301 62395 train 0.012951 62396 train 0.011043 62397 train 0.010362 62398 train 0.011113 62399 train 0.011274 62400 val 19.8795 62400 train 0.011523 62401 train 0.010444 62402 train 0.010546 62403 train 0.011438 62404 train 0.010466 62405 train 0.011001 62406 train 0.009759 62407 train 0.009768 62408 train 0.008559 62409 train 0.010530 62410 train 0.020487 62411 train 0.012247 62412 train 0.011882 62413 train 0.009973 62414 train 0.013246 62415 train 0.010589 62416 train 0.012732 62417 train 0.011791 62418 train 0.012217 62419 train 0.012034 62420 train 0.009949 62421 train 0.013337 62422 train 0.013182 62423 train 0.009689 62424 train 0.010999 62425 val 19.8802 62425 train 0.015263 62426 train 0.010610 62427 train 0.010363 62428 train 0.012148 62429 train 0.010180 62430 train 0.009623 62431 train 0.011948 62432 train 0.009522 62433 train 0.010068 62434 train 0.008968 62435 train 0.010497 62436 train 0.010194 62437 train 0.010821 62438 train 0.010777 62439 train 0.009428 62440 train 0.010616 62441 train 0.010775 62442 train 0.009904 62443 train 0.010353 62444 train 0.008670 62445 train 0.010110 62446 train 0.015235 62447 train 0.010214 62448 train 0.009953 62449 train 0.008717 62450 val 19.8275 62450 train 0.017706 62451 train 0.010700 62452 train 0.009303 62453 train 0.009517 62454 train 0.011644 62455 train 0.010732 62456 train 0.011121 62457 train 0.010793 62458 train 0.010795 62459 train 0.008292 62460 train 0.010212 62461 train 0.012718 62462 train 0.012096 62463 train 0.010248 62464 train 0.013308 62465 train 0.009896 62466 train 0.008841 62467 train 0.016339 62468 train 0.009960 62469 train 0.012086 62470 train 0.011665 62471 train 0.012561 62472 train 0.012199 62473 train 0.009787 62474 train 0.010086 62475 val 19.8520 62475 train 0.009055 62476 train 0.011099 62477 train 0.010063 62478 train 0.010468 62479 train 0.009580 62480 train 0.010358 62481 train 0.011959 62482 train 0.013539 62483 train 0.011494 62484 train 0.011043 62485 train 0.009322 62486 train 0.012761 62487 train 0.008615 62488 train 0.008893 62489 train 0.011103 62490 train 0.011288 62491 train 0.010292 62492 train 0.011983 62493 train 0.010031 62494 train 0.011085 62495 train 0.008396 62496 train 0.010702 62497 train 0.010555 62498 train 0.018206 62499 train 0.010784 62500 val 19.8346 62500 train 0.011101 62501 train 0.010033 62502 train 0.011424 62503 train 0.013749 62504 train 0.011071 62505 train 0.010793 62506 train 0.010580 62507 train 0.012656 62508 train 0.011637 62509 train 0.010625 62510 train 0.009442 62511 train 0.010316 62512 train 0.010726 62513 train 0.009859 62514 train 0.010586 62515 train 0.009900 62516 train 0.011718 62517 train 0.010135 62518 train 0.010820 62519 train 0.009300 62520 train 0.009757 62521 train 0.009577 62522 train 0.010290 62523 train 0.008965 62524 train 0.010313 62525 val 19.8775 62525 train 0.010352 62526 train 0.009178 62527 train 0.009153 62528 train 0.011875 62529 train 0.010434 62530 train 0.010341 62531 train 0.009102 62532 train 0.013238 62533 train 0.011593 62534 train 0.012647 62535 train 0.010401 62536 train 0.011789 62537 train 0.010614 62538 train 0.010022 62539 train 0.014207 62540 train 0.010827 62541 train 0.010427 62542 train 0.010139 62543 train 0.011123 62544 train 0.011513 62545 train 0.012130 62546 train 0.009824 62547 train 0.010389 62548 train 0.012939 62549 train 0.009025 62550 val 19.8674 62550 train 0.011475 62551 train 0.011051 62552 train 0.011801 62553 train 0.010693 62554 train 0.009690 62555 train 0.010811 62556 train 0.010039 62557 train 0.008999 62558 train 0.012560 62559 train 0.011260 62560 train 0.010490 62561 train 0.010219 62562 train 0.009060 62563 train 0.009934 62564 train 0.010921 62565 train 0.010531 62566 train 0.011857 62567 train 0.009677 62568 train 0.015938 62569 train 0.009283 62570 train 0.012238 62571 train 0.011854 62572 train 0.010185 62573 train 0.010011 62574 train 0.011039 62575 val 19.8977 62575 train 0.012152 62576 train 0.010311 62577 train 0.011699 62578 train 0.011076 62579 train 0.013573 62580 train 0.010983 62581 train 0.010387 62582 train 0.009226 62583 train 0.010958 62584 train 0.011218 62585 train 0.010065 62586 train 0.010587 62587 train 0.010822 62588 train 0.011548 62589 train 0.010777 62590 train 0.008801 62591 train 0.012048 62592 train 0.009715 62593 train 0.009973 62594 train 0.011599 62595 train 0.009191 62596 train 0.011601 62597 train 0.010874 62598 train 0.012305 62599 train 0.010478 62600 val 19.8755 62600 train 0.010032 62601 train 0.010582 62602 train 0.011033 62603 train 0.008663 62604 train 0.013615 62605 train 0.009683 62606 train 0.009671 62607 train 0.012810 62608 train 0.012388 62609 train 0.009953 62610 train 0.012425 62611 train 0.011935 62612 train 0.010884 62613 train 0.010255 62614 train 0.012593 62615 train 0.026873 62616 train 0.015205 62617 train 0.009462 62618 train 0.010382 62619 train 0.014102 62620 train 0.010578 62621 train 0.012196 62622 train 0.009740 62623 train 0.009882 62624 train 0.011558 62625 val 19.8705 62625 train 0.011753 62626 train 0.010683 62627 train 0.012946 62628 train 0.009829 62629 train 0.010273 62630 train 0.011835 62631 train 0.010404 62632 train 0.010052 62633 train 0.010759 62634 train 0.010696 62635 train 0.010239 62636 train 0.009159 62637 train 0.015101 62638 train 0.009769 62639 train 0.009293 62640 train 0.010263 62641 train 0.008728 62642 train 0.010934 62643 train 0.011516 62644 train 0.013207 62645 train 0.011217 62646 train 0.010177 62647 train 0.009238 62648 train 0.010205 62649 train 0.009842 62650 val 19.7888 62650 train 0.015707 62651 train 0.018348 62652 train 0.011604 62653 train 0.010146 62654 train 0.011662 62655 train 0.024452 62656 train 0.011983 62657 train 0.011718 62658 train 0.010263 62659 train 0.010814 62660 train 0.010613 62661 train 0.011287 62662 train 0.010037 62663 train 0.013628 62664 train 0.008694 62665 train 0.010257 62666 train 0.011000 62667 train 0.014059 62668 train 0.011835 62669 train 0.010683 62670 train 0.010037 62671 train 0.009962 62672 train 0.010611 62673 train 0.023162 62674 train 0.009815 62675 val 19.8355 62675 train 0.010105 62676 train 0.008972 62677 train 0.009230 62678 train 0.014160 62679 train 0.011270 62680 train 0.021892 62681 train 0.012912 62682 train 0.009565 62683 train 0.010259 62684 train 0.016179 62685 train 0.012082 62686 train 0.017751 62687 train 0.018409 62688 train 0.009464 62689 train 0.009369 62690 train 0.010221 62691 train 0.017844 62692 train 0.012378 62693 train 0.011454 62694 train 0.010439 62695 train 0.012252 62696 train 0.010815 62697 train 0.012320 62698 train 0.009987 62699 train 0.013839 62700 val 19.8541 62700 train 0.008110 62701 train 0.010378 62702 train 0.014688 62703 train 0.010656 62704 train 0.011091 62705 train 0.011309 62706 train 0.008314 62707 train 0.008753 62708 train 0.009394 62709 train 0.018752 62710 train 0.009783 62711 train 0.012359 62712 train 0.011073 62713 train 0.009333 62714 train 0.012105 62715 train 0.011040 62716 train 0.011383 62717 train 0.009654 62718 train 0.008819 62719 train 0.010771 62720 train 0.012058 62721 train 0.013419 62722 train 0.014732 62723 train 0.011931 62724 train 0.011843 62725 val 19.8016 62725 train 0.009380 62726 train 0.010443 62727 train 0.013621 62728 train 0.011742 62729 train 0.010407 62730 train 0.008373 62731 train 0.014191 62732 train 0.010053 62733 train 0.009508 62734 train 0.009850 62735 train 0.009011 62736 train 0.008821 62737 train 0.007888 62738 train 0.014518 62739 train 0.008383 62740 train 0.009771 62741 train 0.009821 62742 train 0.007926 62743 train 0.009680 62744 train 0.008629 62745 train 0.028010 62746 train 0.008269 62747 train 0.010298 62748 train 0.010116 62749 train 0.008177 62750 val 19.8523 62750 train 0.009945 62751 train 0.010455 62752 train 0.009818 62753 train 0.011096 62754 train 0.009626 62755 train 0.009965 62756 train 0.011320 62757 train 0.009672 62758 train 0.011663 62759 train 0.010724 62760 train 0.010978 62761 train 0.009820 62762 train 0.010207 62763 train 0.010125 62764 train 0.013268 62765 train 0.010184 62766 train 0.009283 62767 train 0.010671 62768 train 0.009263 62769 train 0.009510 62770 train 0.009602 62771 train 0.008426 62772 train 0.009632 62773 train 0.008291 62774 train 0.011992 62775 val 19.8887 62775 train 0.008916 62776 train 0.008798 62777 train 0.009273 62778 train 0.009240 62779 train 0.010401 62780 train 0.010584 62781 train 0.038255 62782 train 0.010006 62783 train 0.010220 62784 train 0.012234 62785 train 0.010007 62786 train 0.014235 62787 train 0.010264 62788 train 0.010385 62789 train 0.012249 62790 train 0.010269 62791 train 0.012135 62792 train 0.011885 62793 train 0.010752 62794 train 0.011831 62795 train 0.011355 62796 train 0.012549 62797 train 0.013147 62798 train 0.010222 62799 train 0.008621 62800 val 19.7794 62800 train 0.010570 62801 train 0.011381 62802 train 0.011164 62803 train 0.011678 62804 train 0.009474 62805 train 0.009862 62806 train 0.011144 62807 train 0.012039 62808 train 0.010017 62809 train 0.009928 62810 train 0.010352 62811 train 0.010330 62812 train 0.010829 62813 train 0.011699 62814 train 0.010158 62815 train 0.013966 62816 train 0.009458 62817 train 0.019603 62818 train 0.010537 62819 train 0.011413 62820 train 0.011394 62821 train 0.009627 62822 train 0.014557 62823 train 0.010079 62824 train 0.016044 62825 val 19.8207 62825 train 0.011146 62826 train 0.008823 62827 train 0.010059 62828 train 0.012306 62829 train 0.012299 62830 train 0.009976 62831 train 0.011303 62832 train 0.012607 62833 train 0.012433 62834 train 0.008376 62835 train 0.009681 62836 train 0.010716 62837 train 0.012463 62838 train 0.010741 62839 train 0.009633 62840 train 0.008986 62841 train 0.009528 62842 train 0.010036 62843 train 0.011779 62844 train 0.010219 62845 train 0.010060 62846 train 0.009501 62847 train 0.012453 62848 train 0.008903 62849 train 0.011234 62850 val 19.8534 62850 train 0.009431 62851 train 0.011663 62852 train 0.010259 62853 train 0.013437 62854 train 0.012866 62855 train 0.008728 62856 train 0.008789 62857 train 0.010499 62858 train 0.010879 62859 train 0.009678 62860 train 0.016757 62861 train 0.010988 62862 train 0.008736 62863 train 0.009516 62864 train 0.011126 62865 train 0.010898 62866 train 0.009533 62867 train 0.010986 62868 train 0.011736 62869 train 0.012152 62870 train 0.009110 62871 train 0.009778 62872 train 0.010402 62873 train 0.012513 62874 train 0.010517 62875 val 19.7547 62875 train 0.011059 62876 train 0.008412 62877 train 0.011367 62878 train 0.011031 62879 train 0.012779 62880 train 0.009455 62881 train 0.009533 62882 train 0.010048 62883 train 0.009121 62884 train 0.008917 62885 train 0.010773 62886 train 0.012023 62887 train 0.014131 62888 train 0.010107 62889 train 0.014560 62890 train 0.012636 62891 train 0.010618 62892 train 0.009768 62893 train 0.010522 62894 train 0.010887 62895 train 0.011403 62896 train 0.013214 62897 train 0.010969 62898 train 0.008953 62899 train 0.008976 62900 val 19.8190 62900 train 0.011244 62901 train 0.010512 62902 train 0.009596 62903 train 0.010546 62904 train 0.010737 62905 train 0.012409 62906 train 0.009856 62907 train 0.012191 62908 train 0.009922 62909 train 0.009948 62910 train 0.009881 62911 train 0.010292 62912 train 0.008206 62913 train 0.011602 62914 train 0.011356 62915 train 0.013673 62916 train 0.009286 62917 train 0.010137 62918 train 0.007470 62919 train 0.011145 62920 train 0.008866 62921 train 0.010040 62922 train 0.009428 62923 train 0.010397 62924 train 0.014774 62925 val 19.8689 62925 train 0.015581 62926 train 0.013829 62927 train 0.011112 62928 train 0.009669 62929 train 0.012117 62930 train 0.009974 62931 train 0.012999 62932 train 0.014325 62933 train 0.010568 62934 train 0.008201 62935 train 0.009622 62936 train 0.010546 62937 train 0.009046 62938 train 0.010238 62939 train 0.009403 62940 train 0.009034 62941 train 0.012889 62942 train 0.010376 62943 train 0.011204 62944 train 0.010387 62945 train 0.011814 62946 train 0.010271 62947 train 0.009905 62948 train 0.008003 62949 train 0.008468 62950 val 19.8161 62950 train 0.014145 62951 train 0.011100 62952 train 0.008189 62953 train 0.009734 62954 train 0.009442 62955 train 0.013012 62956 train 0.009289 62957 train 0.011210 62958 train 0.010720 62959 train 0.009798 62960 train 0.008941 62961 train 0.015494 62962 train 0.011122 62963 train 0.012302 62964 train 0.011600 62965 train 0.011097 62966 train 0.011068 62967 train 0.010331 62968 train 0.011009 62969 train 0.011200 62970 train 0.009152 62971 train 0.011083 62972 train 0.011226 62973 train 0.009476 62974 train 0.010523 62975 val 19.8255 62975 train 0.011315 62976 train 0.009549 62977 train 0.010408 62978 train 0.011087 62979 train 0.010375 62980 train 0.013919 62981 train 0.011178 62982 train 0.009367 62983 train 0.009653 62984 train 0.010684 62985 train 0.008969 62986 train 0.010435 62987 train 0.011898 62988 train 0.010214 62989 train 0.010762 62990 train 0.009617 62991 train 0.012219 62992 train 0.010609 62993 train 0.012212 62994 train 0.012352 62995 train 0.012329 62996 train 0.010837 62997 train 0.016800 62998 train 0.011399 62999 train 0.016815 63000 val 19.8672 63000 train 0.013031 63001 train 0.010875 63002 train 0.010213 63003 train 0.009888 63004 train 0.012358 63005 train 0.010769 63006 train 0.010288 63007 train 0.010793 63008 train 0.012075 63009 train 0.010567 63010 train 0.010360 63011 train 0.011466 63012 train 0.009939 63013 train 0.011089 63014 train 0.013063 63015 train 0.009368 63016 train 0.009248 63017 train 0.013884 63018 train 0.009967 63019 train 0.010778 63020 train 0.011692 63021 train 0.012306 63022 train 0.010627 63023 train 0.010478 63024 train 0.010689 63025 val 19.8497 63025 train 0.010117 63026 train 0.011887 63027 train 0.012095 63028 train 0.013187 63029 train 0.013769 63030 train 0.009364 63031 train 0.011803 63032 train 0.010222 63033 train 0.010549 63034 train 0.011528 63035 train 0.013256 63036 train 0.011926 63037 train 0.010692 63038 train 0.011724 63039 train 0.009879 63040 train 0.010778 63041 train 0.010838 63042 train 0.008478 63043 train 0.011128 63044 train 0.011551 63045 train 0.009666 63046 train 0.010574 63047 train 0.009906 63048 train 0.010205 63049 train 0.009922 63050 val 19.7906 63050 train 0.014531 63051 train 0.009837 63052 train 0.010537 63053 train 0.008930 63054 train 0.010811 63055 train 0.009864 63056 train 0.010310 63057 train 0.008836 63058 train 0.010340 63059 train 0.010905 63060 train 0.010083 63061 train 0.009943 63062 train 0.009776 63063 train 0.010412 63064 train 0.010042 63065 train 0.012938 63066 train 0.009648 63067 train 0.009361 63068 train 0.010302 63069 train 0.009554 63070 train 0.009916 63071 train 0.011429 63072 train 0.009987 63073 train 0.010269 63074 train 0.010248 63075 val 19.8647 63075 train 0.009164 63076 train 0.010805 63077 train 0.011980 63078 train 0.010653 63079 train 0.010940 63080 train 0.010904 63081 train 0.009011 63082 train 0.008643 63083 train 0.009594 63084 train 0.010062 63085 train 0.009975 63086 train 0.011757 63087 train 0.009738 63088 train 0.010418 63089 train 0.011016 63090 train 0.009489 63091 train 0.012139 63092 train 0.009927 63093 train 0.009947 63094 train 0.009436 63095 train 0.009009 63096 train 0.010828 63097 train 0.010834 63098 train 0.011144 63099 train 0.009899 63100 val 19.8500 63100 train 0.009096 63101 train 0.008776 63102 train 0.009911 63103 train 0.010261 63104 train 0.009250 63105 train 0.008362 63106 train 0.009024 63107 train 0.009155 63108 train 0.010422 63109 train 0.013285 63110 train 0.010156 63111 train 0.010668 63112 train 0.010541 63113 train 0.011518 63114 train 0.011686 63115 train 0.012103 63116 train 0.015013 63117 train 0.009292 63118 train 0.009059 63119 train 0.011081 63120 train 0.010709 63121 train 0.010275 63122 train 0.014753 63123 train 0.010841 63124 train 0.011152 63125 val 19.8806 63125 train 0.010680 63126 train 0.010867 63127 train 0.008825 63128 train 0.009760 63129 train 0.011646 63130 train 0.012664 63131 train 0.010887 63132 train 0.012564 63133 train 0.011168 63134 train 0.010173 63135 train 0.010635 63136 train 0.009906 63137 train 0.009189 63138 train 0.009917 63139 train 0.013867 63140 train 0.008334 63141 train 0.011070 63142 train 0.011644 63143 train 0.011076 63144 train 0.011377 63145 train 0.013215 63146 train 0.012492 63147 train 0.016305 63148 train 0.016130 63149 train 0.010960 63150 val 19.8187 63150 train 0.019224 63151 train 0.012223 63152 train 0.012212 63153 train 0.012813 63154 train 0.010092 63155 train 0.012833 63156 train 0.010352 63157 train 0.011449 63158 train 0.012956 63159 train 0.009243 63160 train 0.011236 63161 train 0.009916 63162 train 0.010567 63163 train 0.009693 63164 train 0.011128 63165 train 0.010938 63166 train 0.013250 63167 train 0.008984 63168 train 0.010049 63169 train 0.010145 63170 train 0.009346 63171 train 0.011453 63172 train 0.011338 63173 train 0.011547 63174 train 0.010361 63175 val 19.8270 63175 train 0.010923 63176 train 0.008888 63177 train 0.010540 63178 train 0.013937 63179 train 0.013354 63180 train 0.009991 63181 train 0.010616 63182 train 0.009504 63183 train 0.048867 63184 train 0.013509 63185 train 0.013721 63186 train 0.016174 63187 train 0.011895 63188 train 0.012180 63189 train 0.011457 63190 train 0.012550 63191 train 0.010713 63192 train 0.012376 63193 train 0.010810 63194 train 0.013665 63195 train 0.009932 63196 train 0.012990 63197 train 0.010454 63198 train 0.012077 63199 train 0.009545 63200 val 19.8887 63200 train 0.011410 63201 train 0.012068 63202 train 0.012998 63203 train 0.008730 63204 train 0.009306 63205 train 0.008577 63206 train 0.009225 63207 train 0.010632 63208 train 0.009601 63209 train 0.012116 63210 train 0.009700 63211 train 0.011167 63212 train 0.012049 63213 train 0.009158 63214 train 0.011078 63215 train 0.009696 63216 train 0.009744 63217 train 0.009421 63218 train 0.011156 63219 train 0.016133 63220 train 0.012543 63221 train 0.013440 63222 train 0.014853 63223 train 0.011876 63224 train 0.008875 63225 val 19.8361 63225 train 0.010620 63226 train 0.011616 63227 train 0.009969 63228 train 0.010882 63229 train 0.009375 63230 train 0.009888 63231 train 0.009326 63232 train 0.009159 63233 train 0.010043 63234 train 0.009337 63235 train 0.008316 63236 train 0.010308 63237 train 0.009098 63238 train 0.009431 63239 train 0.009104 63240 train 0.010254 63241 train 0.010903 63242 train 0.009508 63243 train 0.011365 63244 train 0.009270 63245 train 0.010849 63246 train 0.010966 63247 train 0.009563 63248 train 0.009956 63249 train 0.008811 63250 val 19.8850 63250 train 0.009924 63251 train 0.009456 63252 train 0.009399 63253 train 0.010122 63254 train 0.009220 63255 train 0.014194 63256 train 0.011996 63257 train 0.011143 63258 train 0.011698 63259 train 0.010632 63260 train 0.007998 63261 train 0.014314 63262 train 0.008720 63263 train 0.012421 63264 train 0.010141 63265 train 0.009835 63266 train 0.012501 63267 train 0.011269 63268 train 0.009539 63269 train 0.008423 63270 train 0.009741 63271 train 0.009205 63272 train 0.010506 63273 train 0.008849 63274 train 0.009149 63275 val 19.8899 63275 train 0.011297 63276 train 0.008977 63277 train 0.010034 63278 train 0.009836 63279 train 0.016129 63280 train 0.008752 63281 train 0.014028 63282 train 0.010951 63283 train 0.009316 63284 train 0.010410 63285 train 0.009059 63286 train 0.009299 63287 train 0.009079 63288 train 0.008720 63289 train 0.010172 63290 train 0.010831 63291 train 0.010264 63292 train 0.010701 63293 train 0.012266 63294 train 0.011052 63295 train 0.010915 63296 train 0.009421 63297 train 0.010294 63298 train 0.009674 63299 train 0.010185 63300 val 19.8939 63300 train 0.014028 63301 train 0.010868 63302 train 0.040384 63303 train 0.011469 63304 train 0.012248 63305 train 0.010730 63306 train 0.010618 63307 train 0.009865 63308 train 0.011669 63309 train 0.009546 63310 train 0.010046 63311 train 0.010482 63312 train 0.010361 63313 train 0.011747 63314 train 0.012251 63315 train 0.025745 63316 train 0.009024 63317 train 0.014124 63318 train 0.010422 63319 train 0.010240 63320 train 0.011191 63321 train 0.012500 63322 train 0.009584 63323 train 0.009520 63324 train 0.010740 63325 val 19.8532 63325 train 0.011462 63326 train 0.010822 63327 train 0.010528 63328 train 0.010175 63329 train 0.010789 63330 train 0.011394 63331 train 0.009958 63332 train 0.011557 63333 train 0.011066 63334 train 0.010712 63335 train 0.010433 63336 train 0.011536 63337 train 0.012842 63338 train 0.023794 63339 train 0.010079 63340 train 0.020125 63341 train 0.012383 63342 train 0.012619 63343 train 0.009859 63344 train 0.010203 63345 train 0.010016 63346 train 0.010322 63347 train 0.009780 63348 train 0.009985 63349 train 0.012263 63350 val 19.7589 63350 train 0.009518 63351 train 0.013281 63352 train 0.009057 63353 train 0.014285 63354 train 0.009911 63355 train 0.009329 63356 train 0.008349 63357 train 0.010741 63358 train 0.009593 63359 train 0.008651 63360 train 0.011438 63361 train 0.010195 63362 train 0.009901 63363 train 0.008921 63364 train 0.010045 63365 train 0.011028 63366 train 0.009863 63367 train 0.009335 63368 train 0.009237 63369 train 0.010454 63370 train 0.010109 63371 train 0.008725 63372 train 0.009488 63373 train 0.010323 63374 train 0.014774 63375 val 19.8034 63375 train 0.011908 63376 train 0.028869 63377 train 0.011481 63378 train 0.010999 63379 train 0.009360 63380 train 0.011990 63381 train 0.009404 63382 train 0.009353 63383 train 0.010740 63384 train 0.009749 63385 train 0.015799 63386 train 0.010098 63387 train 0.012304 63388 train 0.008481 63389 train 0.010187 63390 train 0.009741 63391 train 0.009701 63392 train 0.008795 63393 train 0.011372 63394 train 0.009853 63395 train 0.008975 63396 train 0.011007 63397 train 0.008151 63398 train 0.009952 63399 train 0.008701 63400 val 19.8530 63400 train 0.012204 63401 train 0.009544 63402 train 0.010259 63403 train 0.011342 63404 train 0.009753 63405 train 0.010032 63406 train 0.009676 63407 train 0.008517 63408 train 0.009837 63409 train 0.010038 63410 train 0.010828 63411 train 0.014369 63412 train 0.022161 63413 train 0.012381 63414 train 0.011830 63415 train 0.010728 63416 train 0.011899 63417 train 0.011362 63418 train 0.008878 63419 train 0.010986 63420 train 0.010420 63421 train 0.010115 63422 train 0.008166 63423 train 0.008007 63424 train 0.007703 63425 val 19.8792 63425 train 0.010359 63426 train 0.008962 63427 train 0.009200 63428 train 0.011865 63429 train 0.016884 63430 train 0.008595 63431 train 0.012170 63432 train 0.010829 63433 train 0.008836 63434 train 0.010465 63435 train 0.011914 63436 train 0.010213 63437 train 0.009664 63438 train 0.009039 63439 train 0.008158 63440 train 0.009480 63441 train 0.010732 63442 train 0.010245 63443 train 0.010494 63444 train 0.010220 63445 train 0.009785 63446 train 0.011872 63447 train 0.013689 63448 train 0.030272 63449 train 0.014777 63450 val 19.8583 63450 train 0.010301 63451 train 0.012604 63452 train 0.010497 63453 train 0.010300 63454 train 0.009592 63455 train 0.010821 63456 train 0.010531 63457 train 0.009322 63458 train 0.009705 63459 train 0.008185 63460 train 0.009262 63461 train 0.009299 63462 train 0.008839 63463 train 0.009645 63464 train 0.013073 63465 train 0.017852 63466 train 0.008768 63467 train 0.011067 63468 train 0.008739 63469 train 0.010769 63470 train 0.011027 63471 train 0.017275 63472 train 0.011528 63473 train 0.009130 63474 train 0.009615 63475 val 19.8145 63475 train 0.009726 63476 train 0.008970 63477 train 0.018520 63478 train 0.010416 63479 train 0.012929 63480 train 0.011371 63481 train 0.011732 63482 train 0.015216 63483 train 0.012009 63484 train 0.012186 63485 train 0.013316 63486 train 0.010246 63487 train 0.017317 63488 train 0.010889 63489 train 0.010083 63490 train 0.009559 63491 train 0.008967 63492 train 0.009839 63493 train 0.010274 63494 train 0.009363 63495 train 0.008726 63496 train 0.010746 63497 train 0.008535 63498 train 0.009777 63499 train 0.008421 63500 val 19.8127 63500 train 0.021544 63501 train 0.025105 63502 train 0.008391 63503 train 0.012622 63504 train 0.011846 63505 train 0.012168 63506 train 0.011719 63507 train 0.016103 63508 train 0.010824 63509 train 0.009441 63510 train 0.008444 63511 train 0.010006 63512 train 0.009619 63513 train 0.032564 63514 train 0.013616 63515 train 0.014330 63516 train 0.012000 63517 train 0.011511 63518 train 0.012075 63519 train 0.013383 63520 train 0.013643 63521 train 0.013857 63522 train 0.011326 63523 train 0.017070 63524 train 0.010737 63525 val 19.7798 63525 train 0.009663 63526 train 0.010466 63527 train 0.011491 63528 train 0.011088 63529 train 0.012082 63530 train 0.009045 63531 train 0.009239 63532 train 0.010142 63533 train 0.008513 63534 train 0.010076 63535 train 0.011000 63536 train 0.013532 63537 train 0.017768 63538 train 0.008750 63539 train 0.009340 63540 train 0.011701 63541 train 0.009820 63542 train 0.011753 63543 train 0.013262 63544 train 0.009007 63545 train 0.008671 63546 train 0.008218 63547 train 0.008578 63548 train 0.008075 63549 train 0.020968 63550 val 19.7620 63550 train 0.011513 63551 train 0.011504 63552 train 0.009628 63553 train 0.009415 63554 train 0.009335 63555 train 0.011255 63556 train 0.009783 63557 train 0.011077 63558 train 0.010187 63559 train 0.011759 63560 train 0.009041 63561 train 0.009809 63562 train 0.009197 63563 train 0.009173 63564 train 0.011333 63565 train 0.010566 63566 train 0.009039 63567 train 0.008166 63568 train 0.010331 63569 train 0.007694 63570 train 0.009496 63571 train 0.008624 63572 train 0.012312 63573 train 0.014912 63574 train 0.008663 63575 val 19.8792 63575 train 0.008819 63576 train 0.019083 63577 train 0.010117 63578 train 0.011155 63579 train 0.011159 63580 train 0.008770 63581 train 0.008737 63582 train 0.008971 63583 train 0.009216 63584 train 0.009573 63585 train 0.014425 63586 train 0.010322 63587 train 0.010873 63588 train 0.008368 63589 train 0.009332 63590 train 0.013893 63591 train 0.009316 63592 train 0.008905 63593 train 0.008429 63594 train 0.010707 63595 train 0.010619 63596 train 0.008548 63597 train 0.008303 63598 train 0.010489 63599 train 0.009229 63600 val 19.7673 63600 train 0.009424 63601 train 0.009226 63602 train 0.008656 63603 train 0.009725 63604 train 0.009595 63605 train 0.008201 63606 train 0.010804 63607 train 0.011141 63608 train 0.011774 63609 train 0.015164 63610 train 0.009022 63611 train 0.009500 63612 train 0.014507 63613 train 0.010849 63614 train 0.011419 63615 train 0.011216 63616 train 0.009244 63617 train 0.009338 63618 train 0.009933 63619 train 0.009876 63620 train 0.009603 63621 train 0.013783 63622 train 0.011278 63623 train 0.010519 63624 train 0.007421 63625 val 19.7584 63625 train 0.010407 63626 train 0.023778 63627 train 0.012057 63628 train 0.010007 63629 train 0.010001 63630 train 0.010066 63631 train 0.009273 63632 train 0.010149 63633 train 0.009451 63634 train 0.013942 63635 train 0.010797 63636 train 0.009889 63637 train 0.010180 63638 train 0.009518 63639 train 0.009153 63640 train 0.009384 63641 train 0.011490 63642 train 0.011496 63643 train 0.010315 63644 train 0.013346 63645 train 0.013036 63646 train 0.011025 63647 train 0.009432 63648 train 0.011528 63649 train 0.010395 63650 val 19.8211 63650 train 0.011148 63651 train 0.014715 63652 train 0.008557 63653 train 0.009512 63654 train 0.011330 63655 train 0.010064 63656 train 0.009418 63657 train 0.010514 63658 train 0.010258 63659 train 0.009773 63660 train 0.009409 63661 train 0.011323 63662 train 0.016092 63663 train 0.011008 63664 train 0.009675 63665 train 0.009597 63666 train 0.009129 63667 train 0.009746 63668 train 0.010623 63669 train 0.011090 63670 train 0.011975 63671 train 0.011377 63672 train 0.009909 63673 train 0.010108 63674 train 0.008746 63675 val 19.8471 63675 train 0.010612 63676 train 0.008935 63677 train 0.010712 63678 train 0.011073 63679 train 0.009423 63680 train 0.011642 63681 train 0.012000 63682 train 0.010257 63683 train 0.010898 63684 train 0.010377 63685 train 0.010349 63686 train 0.009471 63687 train 0.010329 63688 train 0.010188 63689 train 0.009954 63690 train 0.009060 63691 train 0.010479 63692 train 0.009175 63693 train 0.009931 63694 train 0.011240 63695 train 0.009413 63696 train 0.010083 63697 train 0.008879 63698 train 0.012437 63699 train 0.010642 63700 val 19.7822 63700 train 0.010087 63701 train 0.008608 63702 train 0.008867 63703 train 0.007767 63704 train 0.010196 63705 train 0.010846 63706 train 0.010044 63707 train 0.007954 63708 train 0.010318 63709 train 0.010255 63710 train 0.008443 63711 train 0.013506 63712 train 0.008447 63713 train 0.012890 63714 train 0.011137 63715 train 0.010023 63716 train 0.011961 63717 train 0.009718 63718 train 0.011336 63719 train 0.010511 63720 train 0.010003 63721 train 0.010005 63722 train 0.010515 63723 train 0.008927 63724 train 0.011005 63725 val 19.8285 63725 train 0.009348 63726 train 0.009507 63727 train 0.009877 63728 train 0.008689 63729 train 0.010683 63730 train 0.010485 63731 train 0.009958 63732 train 0.009415 63733 train 0.009203 63734 train 0.008372 63735 train 0.009819 63736 train 0.010976 63737 train 0.009508 63738 train 0.009474 63739 train 0.007532 63740 train 0.012616 63741 train 0.011085 63742 train 0.011516 63743 train 0.010334 63744 train 0.010569 63745 train 0.011404 63746 train 0.008407 63747 train 0.011322 63748 train 0.010163 63749 train 0.009467 63750 val 19.7572 63750 train 0.010265 63751 train 0.008568 63752 train 0.010956 63753 train 0.009408 63754 train 0.012245 63755 train 0.011848 63756 train 0.010306 63757 train 0.009967 63758 train 0.010133 63759 train 0.009741 63760 train 0.010682 63761 train 0.012074 63762 train 0.010628 63763 train 0.008721 63764 train 0.011053 63765 train 0.013218 63766 train 0.009387 63767 train 0.009778 63768 train 0.012081 63769 train 0.012803 63770 train 0.008647 63771 train 0.012163 63772 train 0.010482 63773 train 0.009187 63774 train 0.009817 63775 val 19.7482 63775 train 0.010239 63776 train 0.014017 63777 train 0.013792 63778 train 0.010491 63779 train 0.010193 63780 train 0.009783 63781 train 0.010361 63782 train 0.009237 63783 train 0.015935 63784 train 0.010779 63785 train 0.009389 63786 train 0.011141 63787 train 0.009812 63788 train 0.011407 63789 train 0.008818 63790 train 0.012517 63791 train 0.012041 63792 train 0.010013 63793 train 0.010343 63794 train 0.010176 63795 train 0.009325 63796 train 0.009344 63797 train 0.010090 63798 train 0.011548 63799 train 0.010293 63800 val 19.8205 63800 train 0.011088 63801 train 0.009877 63802 train 0.008943 63803 train 0.010092 63804 train 0.016572 63805 train 0.012809 63806 train 0.009826 63807 train 0.011296 63808 train 0.010454 63809 train 0.008535 63810 train 0.010033 63811 train 0.010203 63812 train 0.010610 63813 train 0.011692 63814 train 0.011539 63815 train 0.009174 63816 train 0.009571 63817 train 0.008497 63818 train 0.009744 63819 train 0.012061 63820 train 0.009397 63821 train 0.009213 63822 train 0.009269 63823 train 0.012207 63824 train 0.011374 63825 val 19.8346 63825 train 0.008507 63826 train 0.008994 63827 train 0.010553 63828 train 0.010354 63829 train 0.011494 63830 train 0.009561 63831 train 0.008093 63832 train 0.008775 63833 train 0.009842 63834 train 0.012736 63835 train 0.011353 63836 train 0.010554 63837 train 0.008941 63838 train 0.009823 63839 train 0.009111 63840 train 0.011552 63841 train 0.013237 63842 train 0.018665 63843 train 0.011461 63844 train 0.009516 63845 train 0.009767 63846 train 0.011691 63847 train 0.008638 63848 train 0.009164 63849 train 0.011357 63850 val 19.8019 63850 train 0.010362 63851 train 0.009457 63852 train 0.010635 63853 train 0.008628 63854 train 0.009581 63855 train 0.011033 63856 train 0.010373 63857 train 0.007757 63858 train 0.008380 63859 train 0.010715 63860 train 0.010605 63861 train 0.010257 63862 train 0.011646 63863 train 0.011707 63864 train 0.010197 63865 train 0.010600 63866 train 0.010085 63867 train 0.009196 63868 train 0.008150 63869 train 0.008842 63870 train 0.011515 63871 train 0.013680 63872 train 0.008424 63873 train 0.009188 63874 train 0.010532 63875 val 19.7427 63875 train 0.008871 63876 train 0.010746 63877 train 0.011487 63878 train 0.011372 63879 train 0.009919 63880 train 0.010306 63881 train 0.009176 63882 train 0.010498 63883 train 0.008612 63884 train 0.012826 63885 train 0.011346 63886 train 0.012392 63887 train 0.010321 63888 train 0.010685 63889 train 0.009509 63890 train 0.010444 63891 train 0.009784 63892 train 0.011636 63893 train 0.009520 63894 train 0.010588 63895 train 0.011080 63896 train 0.012542 63897 train 0.009624 63898 train 0.011804 63899 train 0.011466 63900 val 19.7768 63900 train 0.010092 63901 train 0.010669 63902 train 0.009309 63903 train 0.010380 63904 train 0.011482 63905 train 0.008872 63906 train 0.009575 63907 train 0.013433 63908 train 0.008747 63909 train 0.008714 63910 train 0.011386 63911 train 0.011695 63912 train 0.012661 63913 train 0.011585 63914 train 0.009790 63915 train 0.009207 63916 train 0.011987 63917 train 0.010128 63918 train 0.009995 63919 train 0.008668 63920 train 0.010186 63921 train 0.008272 63922 train 0.009373 63923 train 0.010921 63924 train 0.011143 63925 val 19.8145 63925 train 0.009353 63926 train 0.008977 63927 train 0.010009 63928 train 0.010206 63929 train 0.009705 63930 train 0.011439 63931 train 0.009735 63932 train 0.009645 63933 train 0.009071 63934 train 0.009569 63935 train 0.011020 63936 train 0.009381 63937 train 0.025967 63938 train 0.011436 63939 train 0.009320 63940 train 0.011087 63941 train 0.011596 63942 train 0.011511 63943 train 0.038412 63944 train 0.012776 63945 train 0.013106 63946 train 0.014507 63947 train 0.009233 63948 train 0.014794 63949 train 0.013603 63950 val 19.7775 63950 train 0.014168 63951 train 0.010743 63952 train 0.017809 63953 train 0.011138 63954 train 0.010523 63955 train 0.010113 63956 train 0.010555 63957 train 0.009943 63958 train 0.010068 63959 train 0.010132 63960 train 0.012697 63961 train 0.010861 63962 train 0.009199 63963 train 0.011692 63964 train 0.009797 63965 train 0.011258 63966 train 0.010165 63967 train 0.010663 63968 train 0.009121 63969 train 0.008493 63970 train 0.009665 63971 train 0.009470 63972 train 0.008989 63973 train 0.089333 63974 train 0.010368 63975 val 19.7537 63975 train 0.009834 63976 train 0.012190 63977 train 0.013147 63978 train 0.015031 63979 train 0.022324 63980 train 0.014943 63981 train 0.020497 63982 train 0.011850 63983 train 0.011025 63984 train 0.012281 63985 train 0.012815 63986 train 0.011182 63987 train 0.009870 63988 train 0.045388 63989 train 0.009927 63990 train 0.012825 63991 train 0.010869 63992 train 0.009557 63993 train 0.009751 63994 train 0.010003 63995 train 0.009979 63996 train 0.010455 63997 train 0.010022 63998 train 0.010710 63999 train 0.010107 64000 val 19.8378 64000 train 0.010560 64001 train 0.010173 64002 train 0.010078 64003 train 0.012840 64004 train 0.009737 64005 train 0.007630 64006 train 0.009201 64007 train 0.009983 64008 train 0.012164 64009 train 0.018614 64010 train 0.012917 64011 train 0.010286 64012 train 0.008992 64013 train 0.007938 64014 train 0.011574 64015 train 0.015864 64016 train 0.009934 64017 train 0.010884 64018 train 0.009438 64019 train 0.009706 64020 train 0.010144 64021 train 0.008331 64022 train 0.010410 64023 train 0.011013 64024 train 0.017306 64025 val 19.8083 64025 train 0.008571 64026 train 0.012426 64027 train 0.008066 64028 train 0.008273 64029 train 0.008378 64030 train 0.008560 64031 train 0.008906 64032 train 0.007787 64033 train 0.008060 64034 train 0.008960 64035 train 0.009855 64036 train 0.008252 64037 train 0.008013 64038 train 0.009319 64039 train 0.010925 64040 train 0.008432 64041 train 0.007340 64042 train 0.008999 64043 train 0.007354 64044 train 0.009086 64045 train 0.012097 64046 train 0.009257 64047 train 0.007203 64048 train 0.007506 64049 train 0.007780 64050 val 19.8206 64050 train 0.009082 64051 train 0.008110 64052 train 0.008144 64053 train 0.010081 64054 train 0.007090 64055 train 0.007558 64056 train 0.006727 64057 train 0.008464 64058 train 0.008166 64059 train 0.009589 64060 train 0.012879 64061 train 0.007978 64062 train 0.008163 64063 train 0.007137 64064 train 0.007822 64065 train 0.008095 64066 train 0.008730 64067 train 0.013651 64068 train 0.008463 64069 train 0.008341 64070 train 0.009566 64071 train 0.007914 64072 train 0.009011 64073 train 0.008617 64074 train 0.010413 64075 val 19.8059 64075 train 0.008855 64076 train 0.007684 64077 train 0.007125 64078 train 0.008033 64079 train 0.007869 64080 train 0.013896 64081 train 0.008683 64082 train 0.009411 64083 train 0.007670 64084 train 0.009916 64085 train 0.008885 64086 train 0.009095 64087 train 0.008765 64088 train 0.010757 64089 train 0.009419 64090 train 0.009903 64091 train 0.007990 64092 train 0.008593 64093 train 0.008155 64094 train 0.008266 64095 train 0.011984 64096 train 0.009503 64097 train 0.008476 64098 train 0.008593 64099 train 0.008351 64100 val 19.7605 64100 train 0.009613 64101 train 0.010630 64102 train 0.009844 64103 train 0.013646 64104 train 0.011099 64105 train 0.011483 64106 train 0.010753 64107 train 0.008445 64108 train 0.010684 64109 train 0.009062 64110 train 0.009454 64111 train 0.009655 64112 train 0.008563 64113 train 0.008494 64114 train 0.011138 64115 train 0.010906 64116 train 0.013328 64117 train 0.016741 64118 train 0.010390 64119 train 0.009497 64120 train 0.018225 64121 train 0.009284 64122 train 0.011167 64123 train 0.011493 64124 train 0.013982 64125 val 19.6572 64125 train 0.012411 64126 train 0.009771 64127 train 0.009970 64128 train 0.013281 64129 train 0.010881 64130 train 0.011197 64131 train 0.013936 64132 train 0.011335 64133 train 0.010272 64134 train 0.009583 64135 train 0.009789 64136 train 0.014969 64137 train 0.011623 64138 train 0.009684 64139 train 0.011700 64140 train 0.012775 64141 train 0.014575 64142 train 0.012097 64143 train 0.008620 64144 train 0.010441 64145 train 0.010436 64146 train 0.009083 64147 train 0.008759 64148 train 0.011527 64149 train 0.014347 64150 val 19.7441 64150 train 0.010732 64151 train 0.009712 64152 train 0.012520 64153 train 0.016759 64154 train 0.009579 64155 train 0.010656 64156 train 0.023794 64157 train 0.010956 64158 train 0.013970 64159 train 0.009492 64160 train 0.017820 64161 train 0.012088 64162 train 0.010675 64163 train 0.010130 64164 train 0.010550 64165 train 0.009204 64166 train 0.011051 64167 train 0.013349 64168 train 0.010705 64169 train 0.010120 64170 train 0.011277 64171 train 0.010424 64172 train 0.011140 64173 train 0.010878 64174 train 0.010706 64175 val 19.7791 64175 train 0.010561 64176 train 0.009830 64177 train 0.011771 64178 train 0.013042 64179 train 0.009707 64180 train 0.009407 64181 train 0.010278 64182 train 0.009103 64183 train 0.008824 64184 train 0.009435 64185 train 0.010133 64186 train 0.012574 64187 train 0.008927 64188 train 0.010801 64189 train 0.016301 64190 train 0.010645 64191 train 0.008051 64192 train 0.009469 64193 train 0.008521 64194 train 0.013148 64195 train 0.009816 64196 train 0.010378 64197 train 0.009179 64198 train 0.008174 64199 train 0.009603 64200 val 19.7369 64200 train 0.008872 64201 train 0.009916 64202 train 0.009092 64203 train 0.010400 64204 train 0.008171 64205 train 0.007941 64206 train 0.009012 64207 train 0.014943 64208 train 0.009079 64209 train 0.008840 64210 train 0.008778 64211 train 0.009473 64212 train 0.008799 64213 train 0.011678 64214 train 0.009830 64215 train 0.008255 64216 train 0.009354 64217 train 0.008595 64218 train 0.009664 64219 train 0.008245 64220 train 0.009706 64221 train 0.008663 64222 train 0.011399 64223 train 0.009224 64224 train 0.009546 64225 val 19.7955 64225 train 0.012768 64226 train 0.009655 64227 train 0.008193 64228 train 0.009349 64229 train 0.008564 64230 train 0.012451 64231 train 0.009995 64232 train 0.008598 64233 train 0.010243 64234 train 0.008666 64235 train 0.009045 64236 train 0.009016 64237 train 0.008696 64238 train 0.007762 64239 train 0.012009 64240 train 0.009172 64241 train 0.008036 64242 train 0.009646 64243 train 0.016430 64244 train 0.008948 64245 train 0.008412 64246 train 0.009785 64247 train 0.009886 64248 train 0.008842 64249 train 0.009493 64250 val 19.7918 64250 train 0.009668 64251 train 0.008299 64252 train 0.011768 64253 train 0.009710 64254 train 0.009095 64255 train 0.009042 64256 train 0.010083 64257 train 0.010453 64258 train 0.017578 64259 train 0.009015 64260 train 0.007821 64261 train 0.010694 64262 train 0.010209 64263 train 0.010896 64264 train 0.011924 64265 train 0.009817 64266 train 0.009314 64267 train 0.008790 64268 train 0.008663 64269 train 0.011130 64270 train 0.011934 64271 train 0.009888 64272 train 0.011400 64273 train 0.008491 64274 train 0.008813 64275 val 19.7289 64275 train 0.013641 64276 train 0.009940 64277 train 0.008236 64278 train 0.009320 64279 train 0.013607 64280 train 0.010973 64281 train 0.011385 64282 train 0.009519 64283 train 0.012139 64284 train 0.008704 64285 train 0.013175 64286 train 0.009784 64287 train 0.008671 64288 train 0.010166 64289 train 0.012357 64290 train 0.010084 64291 train 0.008959 64292 train 0.008504 64293 train 0.012787 64294 train 0.009055 64295 train 0.009839 64296 train 0.008013 64297 train 0.011338 64298 train 0.013713 64299 train 0.009998 64300 val 19.7230 64300 train 0.018056 64301 train 0.009128 64302 train 0.008712 64303 train 0.009046 64304 train 0.008560 64305 train 0.009759 64306 train 0.010170 64307 train 0.009868 64308 train 0.011283 64309 train 0.008153 64310 train 0.010959 64311 train 0.013974 64312 train 0.010533 64313 train 0.009607 64314 train 0.009543 64315 train 0.013710 64316 train 0.009340 64317 train 0.010891 64318 train 0.009707 64319 train 0.010003 64320 train 0.010237 64321 train 0.012417 64322 train 0.010244 64323 train 0.009454 64324 train 0.008610 64325 val 19.7556 64325 train 0.009055 64326 train 0.010097 64327 train 0.007748 64328 train 0.008902 64329 train 0.012310 64330 train 0.009586 64331 train 0.011406 64332 train 0.008035 64333 train 0.012234 64334 train 0.017426 64335 train 0.010854 64336 train 0.025897 64337 train 0.008258 64338 train 0.007647 64339 train 0.010154 64340 train 0.007917 64341 train 0.010211 64342 train 0.011667 64343 train 0.010981 64344 train 0.010837 64345 train 0.009262 64346 train 0.011256 64347 train 0.015719 64348 train 0.010891 64349 train 0.009322 64350 val 19.7558 64350 train 0.010103 64351 train 0.009459 64352 train 0.009413 64353 train 0.010058 64354 train 0.011634 64355 train 0.011396 64356 train 0.011555 64357 train 0.009500 64358 train 0.009998 64359 train 0.008536 64360 train 0.009647 64361 train 0.009812 64362 train 0.011619 64363 train 0.009847 64364 train 0.010852 64365 train 0.012323 64366 train 0.010501 64367 train 0.009119 64368 train 0.009642 64369 train 0.010920 64370 train 0.013686 64371 train 0.010594 64372 train 0.014467 64373 train 0.007921 64374 train 0.008700 64375 val 19.7393 64375 train 0.008021 64376 train 0.007887 64377 train 0.012445 64378 train 0.009895 64379 train 0.012208 64380 train 0.010969 64381 train 0.009050 64382 train 0.008312 64383 train 0.013885 64384 train 0.011848 64385 train 0.008830 64386 train 0.008840 64387 train 0.010272 64388 train 0.008938 64389 train 0.008981 64390 train 0.009955 64391 train 0.009394 64392 train 0.010095 64393 train 0.008600 64394 train 0.010761 64395 train 0.009015 64396 train 0.010005 64397 train 0.009870 64398 train 0.010404 64399 train 0.009019 64400 val 19.7601 64400 train 0.009955 64401 train 0.010564 64402 train 0.011225 64403 train 0.010045 64404 train 0.008372 64405 train 0.010162 64406 train 0.013487 64407 train 0.010968 64408 train 0.011207 64409 train 0.008329 64410 train 0.008604 64411 train 0.010402 64412 train 0.009059 64413 train 0.011202 64414 train 0.010118 64415 train 0.009945 64416 train 0.008955 64417 train 0.008028 64418 train 0.009855 64419 train 0.011787 64420 train 0.015075 64421 train 0.009637 64422 train 0.009086 64423 train 0.010458 64424 train 0.009752 64425 val 19.6084 64425 train 0.007996 64426 train 0.011027 64427 train 0.009463 64428 train 0.009583 64429 train 0.009232 64430 train 0.012436 64431 train 0.009259 64432 train 0.009339 64433 train 0.010782 64434 train 0.008646 64435 train 0.007952 64436 train 0.009990 64437 train 0.010543 64438 train 0.009378 64439 train 0.010466 64440 train 0.009316 64441 train 0.009793 64442 train 0.011783 64443 train 0.014810 64444 train 0.010603 64445 train 0.008950 64446 train 0.010209 64447 train 0.017449 64448 train 0.009816 64449 train 0.007334 64450 val 19.6723 64450 train 0.010964 64451 train 0.012575 64452 train 0.008765 64453 train 0.010080 64454 train 0.011039 64455 train 0.009125 64456 train 0.009741 64457 train 0.009106 64458 train 0.010198 64459 train 0.008510 64460 train 0.009579 64461 train 0.007411 64462 train 0.010870 64463 train 0.009135 64464 train 0.009488 64465 train 0.009516 64466 train 0.010741 64467 train 0.010633 64468 train 0.008792 64469 train 0.012987 64470 train 0.011495 64471 train 0.009437 64472 train 0.010003 64473 train 0.009145 64474 train 0.010743 64475 val 19.7355 64475 train 0.008836 64476 train 0.008614 64477 train 0.010346 64478 train 0.010252 64479 train 0.010956 64480 train 0.010382 64481 train 0.010714 64482 train 0.008332 64483 train 0.010368 64484 train 0.011621 64485 train 0.009633 64486 train 0.009230 64487 train 0.009849 64488 train 0.007533 64489 train 0.011504 64490 train 0.009038 64491 train 0.008690 64492 train 0.009500 64493 train 0.008923 64494 train 0.009157 64495 train 0.009129 64496 train 0.008988 64497 train 0.007715 64498 train 0.009182 64499 train 0.010166 64500 val 19.7391 64500 train 0.009830 64501 train 0.010090 64502 train 0.009088 64503 train 0.022345 64504 train 0.011432 64505 train 0.011324 64506 train 0.010355 64507 train 0.009791 64508 train 0.010732 64509 train 0.009969 64510 train 0.010001 64511 train 0.008655 64512 train 0.008712 64513 train 0.011005 64514 train 0.010425 64515 train 0.009499 64516 train 0.010812 64517 train 0.009687 64518 train 0.007713 64519 train 0.009924 64520 train 0.009888 64521 train 0.009431 64522 train 0.010115 64523 train 0.010010 64524 train 0.008218 64525 val 19.7255 64525 train 0.012655 64526 train 0.009675 64527 train 0.010555 64528 train 0.008861 64529 train 0.010201 64530 train 0.008314 64531 train 0.012219 64532 train 0.009037 64533 train 0.009291 64534 train 0.009225 64535 train 0.008692 64536 train 0.008593 64537 train 0.008908 64538 train 0.009225 64539 train 0.010867 64540 train 0.011294 64541 train 0.011636 64542 train 0.010159 64543 train 0.010057 64544 train 0.011668 64545 train 0.010906 64546 train 0.008463 64547 train 0.009014 64548 train 0.010631 64549 train 0.009079 64550 val 19.7922 64550 train 0.011487 64551 train 0.008422 64552 train 0.009701 64553 train 0.010348 64554 train 0.008183 64555 train 0.008793 64556 train 0.009875 64557 train 0.009857 64558 train 0.009230 64559 train 0.011229 64560 train 0.009923 64561 train 0.010786 64562 train 0.012276 64563 train 0.008876 64564 train 0.007851 64565 train 0.010948 64566 train 0.009750 64567 train 0.009448 64568 train 0.009878 64569 train 0.010504 64570 train 0.008744 64571 train 0.008551 64572 train 0.009318 64573 train 0.009340 64574 train 0.009434 64575 val 19.7883 64575 train 0.010521 64576 train 0.009215 64577 train 0.008239 64578 train 0.009346 64579 train 0.010776 64580 train 0.010316 64581 train 0.010929 64582 train 0.009168 64583 train 0.009965 64584 train 0.009817 64585 train 0.008191 64586 train 0.010496 64587 train 0.008702 64588 train 0.009663 64589 train 0.012401 64590 train 0.009073 64591 train 0.010451 64592 train 0.010043 64593 train 0.010459 64594 train 0.010586 64595 train 0.010383 64596 train 0.009341 64597 train 0.009842 64598 train 0.012691 64599 train 0.009674 64600 val 19.6322 64600 train 0.008881 64601 train 0.011091 64602 train 0.010253 64603 train 0.011163 64604 train 0.009670 64605 train 0.012208 64606 train 0.008536 64607 train 0.009038 64608 train 0.008847 64609 train 0.009517 64610 train 0.009871 64611 train 0.009411 64612 train 0.010054 64613 train 0.009320 64614 train 0.009644 64615 train 0.009170 64616 train 0.011571 64617 train 0.009699 64618 train 0.009007 64619 train 0.008729 64620 train 0.007477 64621 train 0.009085 64622 train 0.011249 64623 train 0.008554 64624 train 0.010181 64625 val 19.7360 64625 train 0.009681 64626 train 0.008122 64627 train 0.008889 64628 train 0.010379 64629 train 0.008825 64630 train 0.015737 64631 train 0.013151 64632 train 0.011002 64633 train 0.011387 64634 train 0.010470 64635 train 0.010524 64636 train 0.009812 64637 train 0.011704 64638 train 0.009289 64639 train 0.009185 64640 train 0.009585 64641 train 0.009991 64642 train 0.007985 64643 train 0.008387 64644 train 0.008284 64645 train 0.009320 64646 train 0.011623 64647 train 0.014883 64648 train 0.010119 64649 train 0.008087 64650 val 19.7885 64650 train 0.010937 64651 train 0.010768 64652 train 0.010036 64653 train 0.010873 64654 train 0.009755 64655 train 0.009467 64656 train 0.007870 64657 train 0.010949 64658 train 0.008640 64659 train 0.009542 64660 train 0.010838 64661 train 0.011177 64662 train 0.009603 64663 train 0.010398 64664 train 0.009914 64665 train 0.010018 64666 train 0.012032 64667 train 0.010961 64668 train 0.009870 64669 train 0.010125 64670 train 0.015193 64671 train 0.008395 64672 train 0.009811 64673 train 0.010662 64674 train 0.010302 64675 val 19.6988 64675 train 0.010714 64676 train 0.009902 64677 train 0.012114 64678 train 0.008260 64679 train 0.008046 64680 train 0.008371 64681 train 0.009213 64682 train 0.011238 64683 train 0.012594 64684 train 0.009149 64685 train 0.008209 64686 train 0.014266 64687 train 0.011443 64688 train 0.018003 64689 train 0.018795 64690 train 0.008849 64691 train 0.011041 64692 train 0.007090 64693 train 0.011598 64694 train 0.008905 64695 train 0.009194 64696 train 0.009961 64697 train 0.010076 64698 train 0.010082 64699 train 0.012668 64700 val 19.7395 64700 train 0.010668 64701 train 0.008692 64702 train 0.009503 64703 train 0.009484 64704 train 0.011657 64705 train 0.008025 64706 train 0.012679 64707 train 0.009734 64708 train 0.008311 64709 train 0.010769 64710 train 0.009121 64711 train 0.008057 64712 train 0.011536 64713 train 0.010744 64714 train 0.008277 64715 train 0.009222 64716 train 0.008034 64717 train 0.008670 64718 train 0.010421 64719 train 0.009256 64720 train 0.011976 64721 train 0.007845 64722 train 0.011337 64723 train 0.009184 64724 train 0.013333 64725 val 19.7260 64725 train 0.009841 64726 train 0.008196 64727 train 0.010575 64728 train 0.008306 64729 train 0.021279 64730 train 0.008928 64731 train 0.008098 64732 train 0.010157 64733 train 0.008276 64734 train 0.008975 64735 train 0.015224 64736 train 0.009590 64737 train 0.008855 64738 train 0.007982 64739 train 0.009364 64740 train 0.009287 64741 train 0.010205 64742 train 0.009827 64743 train 0.008152 64744 train 0.007798 64745 train 0.009299 64746 train 0.010067 64747 train 0.009567 64748 train 0.010477 64749 train 0.009918 64750 val 19.7562 64750 train 0.008052 64751 train 0.011217 64752 train 0.009935 64753 train 0.009446 64754 train 0.009374 64755 train 0.009094 64756 train 0.009294 64757 train 0.007311 64758 train 0.010134 64759 train 0.009130 64760 train 0.009543 64761 train 0.009226 64762 train 0.011571 64763 train 0.009422 64764 train 0.007850 64765 train 0.014007 64766 train 0.007656 64767 train 0.008253 64768 train 0.008697 64769 train 0.009910 64770 train 0.008185 64771 train 0.018863 64772 train 0.008037 64773 train 0.008282 64774 train 0.008780 64775 val 19.7619 64775 train 0.008392 64776 train 0.009311 64777 train 0.013409 64778 train 0.010725 64779 train 0.007863 64780 train 0.009106 64781 train 0.010516 64782 train 0.009548 64783 train 0.011819 64784 train 0.010891 64785 train 0.009450 64786 train 0.008798 64787 train 0.014951 64788 train 0.009769 64789 train 0.009002 64790 train 0.009602 64791 train 0.009441 64792 train 0.008942 64793 train 0.009297 64794 train 0.009851 64795 train 0.008348 64796 train 0.010026 64797 train 0.007996 64798 train 0.011266 64799 train 0.008857 64800 val 19.7476 64800 train 0.008867 64801 train 0.015274 64802 train 0.008368 64803 train 0.007863 64804 train 0.008940 64805 train 0.010607 64806 train 0.009270 64807 train 0.016678 64808 train 0.010649 64809 train 0.008490 64810 train 0.009326 64811 train 0.009022 64812 train 0.012887 64813 train 0.012770 64814 train 0.009538 64815 train 0.010153 64816 train 0.009924 64817 train 0.012394 64818 train 0.012095 64819 train 0.008797 64820 train 0.009159 64821 train 0.008548 64822 train 0.008839 64823 train 0.011445 64824 train 0.008482 64825 val 19.7215 64825 train 0.010743 64826 train 0.010822 64827 train 0.009369 64828 train 0.009365 64829 train 0.009275 64830 train 0.010321 64831 train 0.010122 64832 train 0.010200 64833 train 0.007574 64834 train 0.011427 64835 train 0.011458 64836 train 0.010144 64837 train 0.009913 64838 train 0.008911 64839 train 0.009333 64840 train 0.009078 64841 train 0.010705 64842 train 0.010907 64843 train 0.013523 64844 train 0.011724 64845 train 0.006936 64846 train 0.008265 64847 train 0.009228 64848 train 0.008760 64849 train 0.011490 64850 val 19.7521 64850 train 0.008259 64851 train 0.011088 64852 train 0.009031 64853 train 0.011256 64854 train 0.012332 64855 train 0.008738 64856 train 0.009392 64857 train 0.008639 64858 train 0.008842 64859 train 0.008401 64860 train 0.009295 64861 train 0.009834 64862 train 0.010255 64863 train 0.009044 64864 train 0.008543 64865 train 0.010090 64866 train 0.009882 64867 train 0.009761 64868 train 0.010934 64869 train 0.007655 64870 train 0.011643 64871 train 0.008854 64872 train 0.008176 64873 train 0.009854 64874 train 0.008856 64875 val 19.7235 64875 train 0.008932 64876 train 0.008664 64877 train 0.011001 64878 train 0.009400 64879 train 0.015456 64880 train 0.009085 64881 train 0.006946 64882 train 0.009625 64883 train 0.010315 64884 train 0.009102 64885 train 0.011337 64886 train 0.009764 64887 train 0.010057 64888 train 0.008712 64889 train 0.008750 64890 train 0.012495 64891 train 0.008626 64892 train 0.007502 64893 train 0.008736 64894 train 0.010848 64895 train 0.008944 64896 train 0.009224 64897 train 0.011553 64898 train 0.012840 64899 train 0.008870 64900 val 19.7070 64900 train 0.013166 64901 train 0.010929 64902 train 0.009043 64903 train 0.010134 64904 train 0.009596 64905 train 0.008011 64906 train 0.009850 64907 train 0.010440 64908 train 0.010383 64909 train 0.010052 64910 train 0.007610 64911 train 0.010545 64912 train 0.008875 64913 train 0.008004 64914 train 0.009039 64915 train 0.011350 64916 train 0.009601 64917 train 0.007228 64918 train 0.009442 64919 train 0.009561 64920 train 0.009269 64921 train 0.010526 64922 train 0.009745 64923 train 0.009998 64924 train 0.010682 64925 val 19.7644 64925 train 0.009219 64926 train 0.010115 64927 train 0.010341 64928 train 0.008916 64929 train 0.009628 64930 train 0.011976 64931 train 0.009340 64932 train 0.010554 64933 train 0.010873 64934 train 0.009652 64935 train 0.010004 64936 train 0.011675 64937 train 0.011418 64938 train 0.008940 64939 train 0.009189 64940 train 0.010214 64941 train 0.008408 64942 train 0.013412 64943 train 0.012342 64944 train 0.010813 64945 train 0.010524 64946 train 0.010027 64947 train 0.011798 64948 train 0.007898 64949 train 0.008361 64950 val 19.7825 64950 train 0.010586 64951 train 0.010450 64952 train 0.011595 64953 train 0.007872 64954 train 0.018423 64955 train 0.008108 64956 train 0.008632 64957 train 0.011582 64958 train 0.009179 64959 train 0.008959 64960 train 0.012277 64961 train 0.010691 64962 train 0.012439 64963 train 0.011813 64964 train 0.009219 64965 train 0.011674 64966 train 0.009221 64967 train 0.011456 64968 train 0.011738 64969 train 0.010300 64970 train 0.008919 64971 train 0.009234 64972 train 0.010963 64973 train 0.009646 64974 train 0.007932 64975 val 19.7235 64975 train 0.009074 64976 train 0.007515 64977 train 0.009580 64978 train 0.009467 64979 train 0.011137 64980 train 0.010813 64981 train 0.011426 64982 train 0.008912 64983 train 0.012093 64984 train 0.010904 64985 train 0.009196 64986 train 0.010255 64987 train 0.009587 64988 train 0.010275 64989 train 0.009481 64990 train 0.014328 64991 train 0.008444 64992 train 0.008536 64993 train 0.010893 64994 train 0.010050 64995 train 0.009812 64996 train 0.010474 64997 train 0.009733 64998 train 0.009258 64999 train 0.009086 65000 val 19.7348 65000 train 0.009641 65001 train 0.010905 65002 train 0.009362 65003 train 0.009219 65004 train 0.008778 65005 train 0.009831 65006 train 0.009005 65007 train 0.008347 65008 train 0.008640 65009 train 0.008349 65010 train 0.008307 65011 train 0.009719 65012 train 0.007722 65013 train 0.010436 65014 train 0.008755 65015 train 0.011450 65016 train 0.009341 65017 train 0.008645 65018 train 0.010956 65019 train 0.009151 65020 train 0.008394 65021 train 0.008754 65022 train 0.009716 65023 train 0.009268 65024 train 0.008757 65025 val 19.7720 65025 train 0.013492 65026 train 0.011431 65027 train 0.008081 65028 train 0.008994 65029 train 0.011311 65030 train 0.009024 65031 train 0.014745 65032 train 0.010473 65033 train 0.009150 65034 train 0.010418 65035 train 0.009739 65036 train 0.009145 65037 train 0.009711 65038 train 0.008663 65039 train 0.012838 65040 train 0.008625 65041 train 0.008950 65042 train 0.010206 65043 train 0.009467 65044 train 0.008652 65045 train 0.008728 65046 train 0.009320 65047 train 0.010858 65048 train 0.009794 65049 train 0.009520 65050 val 19.7704 65050 train 0.009174 65051 train 0.019040 65052 train 0.010916 65053 train 0.008377 65054 train 0.008752 65055 train 0.011265 65056 train 0.013449 65057 train 0.008886 65058 train 0.009073 65059 train 0.009226 65060 train 0.009430 65061 train 0.052414 65062 train 0.010647 65063 train 0.009643 65064 train 0.010516 65065 train 0.009237 65066 train 0.008802 65067 train 0.014751 65068 train 0.010295 65069 train 0.010434 65070 train 0.011933 65071 train 0.012310 65072 train 0.009853 65073 train 0.012651 65074 train 0.009745 65075 val 19.7525 65075 train 0.010056 65076 train 0.010029 65077 train 0.009678 65078 train 0.010369 65079 train 0.009809 65080 train 0.008410 65081 train 0.010478 65082 train 0.010221 65083 train 0.009343 65084 train 0.010296 65085 train 0.011393 65086 train 0.009123 65087 train 0.012134 65088 train 0.009642 65089 train 0.011042 65090 train 0.008778 65091 train 0.011431 65092 train 0.018826 65093 train 0.010324 65094 train 0.009141 65095 train 0.008565 65096 train 0.008654 65097 train 0.016973 65098 train 0.010589 65099 train 0.011162 65100 val 19.6972 65100 train 0.010005 65101 train 0.009171 65102 train 0.007746 65103 train 0.013339 65104 train 0.009170 65105 train 0.009381 65106 train 0.008612 65107 train 0.010053 65108 train 0.009389 65109 train 0.011705 65110 train 0.008597 65111 train 0.007652 65112 train 0.008528 65113 train 0.007663 65114 train 0.007796 65115 train 0.008253 65116 train 0.007411 65117 train 0.009148 65118 train 0.009074 65119 train 0.008211 65120 train 0.008495 65121 train 0.011996 65122 train 0.008881 65123 train 0.010204 65124 train 0.007535 65125 val 19.7138 65125 train 0.008092 65126 train 0.009921 65127 train 0.011028 65128 train 0.052856 65129 train 0.009440 65130 train 0.007997 65131 train 0.008689 65132 train 0.009439 65133 train 0.014373 65134 train 0.013619 65135 train 0.010735 65136 train 0.010476 65137 train 0.008585 65138 train 0.007434 65139 train 0.010263 65140 train 0.011167 65141 train 0.009461 65142 train 0.010774 65143 train 0.008797 65144 train 0.009421 65145 train 0.009319 65146 train 0.010191 65147 train 0.008407 65148 train 0.009038 65149 train 0.010626 65150 val 19.7507 65150 train 0.008082 65151 train 0.008801 65152 train 0.007736 65153 train 0.010661 65154 train 0.012725 65155 train 0.009083 65156 train 0.010192 65157 train 0.010599 65158 train 0.007860 65159 train 0.007990 65160 train 0.008066 65161 train 0.008218 65162 train 0.011164 65163 train 0.008998 65164 train 0.020094 65165 train 0.009425 65166 train 0.008685 65167 train 0.009620 65168 train 0.009082 65169 train 0.013258 65170 train 0.012356 65171 train 0.009036 65172 train 0.009913 65173 train 0.008029 65174 train 0.008571 65175 val 19.6831 65175 train 0.006663 65176 train 0.008673 65177 train 0.008378 65178 train 0.008529 65179 train 0.008772 65180 train 0.009087 65181 train 0.008251 65182 train 0.009223 65183 train 0.008464 65184 train 0.009512 65185 train 0.009159 65186 train 0.008984 65187 train 0.007203 65188 train 0.008183 65189 train 0.010545 65190 train 0.011247 65191 train 0.011838 65192 train 0.012324 65193 train 0.009777 65194 train 0.008886 65195 train 0.007274 65196 train 0.008233 65197 train 0.007045 65198 train 0.010293 65199 train 0.008186 65200 val 19.7425 65200 train 0.013565 65201 train 0.010201 65202 train 0.008621 65203 train 0.009819 65204 train 0.008569 65205 train 0.010676 65206 train 0.009075 65207 train 0.009461 65208 train 0.009491 65209 train 0.009638 65210 train 0.007997 65211 train 0.007611 65212 train 0.009861 65213 train 0.009057 65214 train 0.009449 65215 train 0.009001 65216 train 0.012124 65217 train 0.009675 65218 train 0.007931 65219 train 0.010335 65220 train 0.008943 65221 train 0.010538 65222 train 0.009084 65223 train 0.011798 65224 train 0.008951 65225 val 19.7308 65225 train 0.009338 65226 train 0.011917 65227 train 0.013902 65228 train 0.013061 65229 train 0.008904 65230 train 0.008235 65231 train 0.007805 65232 train 0.010138 65233 train 0.008283 65234 train 0.009617 65235 train 0.008496 65236 train 0.009055 65237 train 0.012426 65238 train 0.010412 65239 train 0.008586 65240 train 0.009018 65241 train 0.009255 65242 train 0.008723 65243 train 0.009815 65244 train 0.008637 65245 train 0.010901 65246 train 0.009076 65247 train 0.009278 65248 train 0.008658 65249 train 0.009112 65250 val 19.7364 65250 train 0.009755 65251 train 0.008475 65252 train 0.013033 65253 train 0.009568 65254 train 0.009511 65255 train 0.008591 65256 train 0.008843 65257 train 0.008442 65258 train 0.010960 65259 train 0.045286 65260 train 0.011177 65261 train 0.010525 65262 train 0.010776 65263 train 0.013437 65264 train 0.030377 65265 train 0.011394 65266 train 0.009843 65267 train 0.010352 65268 train 0.013764 65269 train 0.009870 65270 train 0.014077 65271 train 0.009982 65272 train 0.009918 65273 train 0.015539 65274 train 0.014397 65275 val 19.6998 65275 train 0.009409 65276 train 0.010480 65277 train 0.009242 65278 train 0.009783 65279 train 0.011059 65280 train 0.008688 65281 train 0.012176 65282 train 0.009694 65283 train 0.008316 65284 train 0.008578 65285 train 0.008239 65286 train 0.010942 65287 train 0.008148 65288 train 0.010575 65289 train 0.008337 65290 train 0.009197 65291 train 0.008160 65292 train 0.008211 65293 train 0.007813 65294 train 0.008630 65295 train 0.018906 65296 train 0.008987 65297 train 0.010272 65298 train 0.008873 65299 train 0.009555 65300 val 19.6647 65300 train 0.088221 65301 train 0.010515 65302 train 0.009604 65303 train 0.010808 65304 train 0.014332 65305 train 0.010419 65306 train 0.014442 65307 train 0.008809 65308 train 0.010352 65309 train 0.012049 65310 train 0.012160 65311 train 0.009837 65312 train 0.009585 65313 train 0.010968 65314 train 0.011292 65315 train 0.008938 65316 train 0.008752 65317 train 0.010606 65318 train 0.012281 65319 train 0.008605 65320 train 0.008077 65321 train 0.007036 65322 train 0.009691 65323 train 0.008429 65324 train 0.010420 65325 val 19.7044 65325 train 0.008282 65326 train 0.009353 65327 train 0.010072 65328 train 0.007730 65329 train 0.008265 65330 train 0.009873 65331 train 0.012162 65332 train 0.009649 65333 train 0.007677 65334 train 0.007789 65335 train 0.008142 65336 train 0.018898 65337 train 0.009432 65338 train 0.007566 65339 train 0.007924 65340 train 0.011268 65341 train 0.008505 65342 train 0.009412 65343 train 0.008366 65344 train 0.008426 65345 train 0.010396 65346 train 0.008756 65347 train 0.007188 65348 train 0.007472 65349 train 0.008309 65350 val 19.7007 65350 train 0.008248 65351 train 0.007557 65352 train 0.006707 65353 train 0.007780 65354 train 0.011513 65355 train 0.008795 65356 train 0.007238 65357 train 0.006748 65358 train 0.008536 65359 train 0.008720 65360 train 0.008226 65361 train 0.009029 65362 train 0.008728 65363 train 0.007940 65364 train 0.006448 65365 train 0.007935 65366 train 0.008947 65367 train 0.007912 65368 train 0.007941 65369 train 0.008024 65370 train 0.008985 65371 train 0.007505 65372 train 0.012288 65373 train 0.008675 65374 train 0.006403 65375 val 19.7829 65375 train 0.007654 65376 train 0.007299 65377 train 0.007738 65378 train 0.009555 65379 train 0.007653 65380 train 0.006340 65381 train 0.008291 65382 train 0.008874 65383 train 0.006538 65384 train 0.007043 65385 train 0.008790 65386 train 0.008511 65387 train 0.007449 65388 train 0.007793 65389 train 0.008592 65390 train 0.008501 65391 train 0.009574 65392 train 0.007977 65393 train 0.007495 65394 train 0.007739 65395 train 0.008163 65396 train 0.008748 65397 train 0.012976 65398 train 0.011826 65399 train 0.009298 65400 val 19.7482 65400 train 0.008977 65401 train 0.007341 65402 train 0.009004 65403 train 0.009742 65404 train 0.008395 65405 train 0.008436 65406 train 0.008441 65407 train 0.010799 65408 train 0.010031 65409 train 0.009849 65410 train 0.008749 65411 train 0.008514 65412 train 0.008396 65413 train 0.008341 65414 train 0.010620 65415 train 0.009880 65416 train 0.008920 65417 train 0.010548 65418 train 0.008470 65419 train 0.008627 65420 train 0.009689 65421 train 0.009351 65422 train 0.010005 65423 train 0.009860 65424 train 0.009219 65425 val 19.6566 65425 train 0.012206 65426 train 0.010838 65427 train 0.013039 65428 train 0.008389 65429 train 0.008264 65430 train 0.010172 65431 train 0.009865 65432 train 0.011577 65433 train 0.024351 65434 train 0.011584 65435 train 0.009741 65436 train 0.010981 65437 train 0.010379 65438 train 0.020398 65439 train 0.009125 65440 train 0.009082 65441 train 0.010865 65442 train 0.009015 65443 train 0.018851 65444 train 0.012811 65445 train 0.010091 65446 train 0.011703 65447 train 0.009371 65448 train 0.008443 65449 train 0.010170 65450 val 19.6654 65450 train 0.009855 65451 train 0.009521 65452 train 0.010359 65453 train 0.008255 65454 train 0.009576 65455 train 0.010127 65456 train 0.009755 65457 train 0.013275 65458 train 0.011170 65459 train 0.009152 65460 train 0.010489 65461 train 0.019695 65462 train 0.010775 65463 train 0.011884 65464 train 0.007977 65465 train 0.009664 65466 train 0.012120 65467 train 0.010428 65468 train 0.011511 65469 train 0.012888 65470 train 0.009465 65471 train 0.009518 65472 train 0.010053 65473 train 0.012269 65474 train 0.019222 65475 val 19.6259 65475 train 0.008900 65476 train 0.008662 65477 train 0.011868 65478 train 0.007720 65479 train 0.010735 65480 train 0.017703 65481 train 0.008956 65482 train 0.008976 65483 train 0.012400 65484 train 0.008609 65485 train 0.008037 65486 train 0.010945 65487 train 0.008395 65488 train 0.010235 65489 train 0.010432 65490 train 0.010056 65491 train 0.009359 65492 train 0.008382 65493 train 0.009590 65494 train 0.008319 65495 train 0.009413 65496 train 0.009979 65497 train 0.011505 65498 train 0.008971 65499 train 0.010196 65500 val 19.6291 65500 train 0.007871 65501 train 0.008227 65502 train 0.012585 65503 train 0.008421 65504 train 0.010515 65505 train 0.009266 65506 train 0.010062 65507 train 0.008688 65508 train 0.009179 65509 train 0.009546 65510 train 0.011360 65511 train 0.008554 65512 train 0.007685 65513 train 0.013643 65514 train 0.007381 65515 train 0.010855 65516 train 0.032445 65517 train 0.007689 65518 train 0.010663 65519 train 0.009923 65520 train 0.008129 65521 train 0.008609 65522 train 0.008025 65523 train 0.008387 65524 train 0.009100 65525 val 19.6378 65525 train 0.008531 65526 train 0.009854 65527 train 0.009522 65528 train 0.008583 65529 train 0.007904 65530 train 0.008806 65531 train 0.007292 65532 train 0.011339 65533 train 0.009732 65534 train 0.008755 65535 train 0.008823 65536 train 0.008560 65537 train 0.008519 65538 train 0.012675 65539 train 0.007819 65540 train 0.007873 65541 train 0.008733 65542 train 0.009474 65543 train 0.007443 65544 train 0.008744 65545 train 0.008197 65546 train 0.009683 65547 train 0.008674 65548 train 0.008450 65549 train 0.010068 65550 val 19.6663 65550 train 0.008559 65551 train 0.007983 65552 train 0.014177 65553 train 0.006931 65554 train 0.009051 65555 train 0.009004 65556 train 0.009112 65557 train 0.007268 65558 train 0.007336 65559 train 0.009082 65560 train 0.007855 65561 train 0.008599 65562 train 0.008842 65563 train 0.011131 65564 train 0.007215 65565 train 0.007249 65566 train 0.008371 65567 train 0.008203 65568 train 0.009254 65569 train 0.010234 65570 train 0.010105 65571 train 0.008908 65572 train 0.008677 65573 train 0.008554 65574 train 0.010597 65575 val 19.6230 65575 train 0.008770 65576 train 0.007928 65577 train 0.008993 65578 train 0.009591 65579 train 0.008760 65580 train 0.011047 65581 train 0.009902 65582 train 0.008810 65583 train 0.008483 65584 train 0.009970 65585 train 0.007797 65586 train 0.009628 65587 train 0.008331 65588 train 0.012526 65589 train 0.006969 65590 train 0.009249 65591 train 0.009647 65592 train 0.009217 65593 train 0.010011 65594 train 0.008429 65595 train 0.009302 65596 train 0.008310 65597 train 0.011326 65598 train 0.010482 65599 train 0.007400 65600 val 19.6723 65600 train 0.009855 65601 train 0.007236 65602 train 0.009801 65603 train 0.007052 65604 train 0.012356 65605 train 0.010737 65606 train 0.009919 65607 train 0.009787 65608 train 0.008488 65609 train 0.009787 65610 train 0.010197 65611 train 0.009148 65612 train 0.007288 65613 train 0.011888 65614 train 0.012209 65615 train 0.009555 65616 train 0.013712 65617 train 0.011322 65618 train 0.008767 65619 train 0.009057 65620 train 0.010204 65621 train 0.010503 65622 train 0.010420 65623 train 0.009945 65624 train 0.009216 65625 val 19.6491 65625 train 0.007931 65626 train 0.009329 65627 train 0.009344 65628 train 0.010093 65629 train 0.010471 65630 train 0.008987 65631 train 0.008450 65632 train 0.009405 65633 train 0.011460 65634 train 0.009533 65635 train 0.008784 65636 train 0.010651 65637 train 0.008756 65638 train 0.010162 65639 train 0.007941 65640 train 0.010595 65641 train 0.009461 65642 train 0.009547 65643 train 0.010160 65644 train 0.008693 65645 train 0.010017 65646 train 0.010192 65647 train 0.010444 65648 train 0.010207 65649 train 0.008347 65650 val 19.6572 65650 train 0.009794 65651 train 0.008465 65652 train 0.008725 65653 train 0.009110 65654 train 0.008581 65655 train 0.009701 65656 train 0.012048 65657 train 0.008878 65658 train 0.010517 65659 train 0.008774 65660 train 0.007162 65661 train 0.007170 65662 train 0.011363 65663 train 0.007995 65664 train 0.008784 65665 train 0.011728 65666 train 0.008764 65667 train 0.008687 65668 train 0.009376 65669 train 0.009626 65670 train 0.009871 65671 train 0.008022 65672 train 0.011469 65673 train 0.008370 65674 train 0.010347 65675 val 19.6951 65675 train 0.009178 65676 train 0.011060 65677 train 0.008937 65678 train 0.010179 65679 train 0.008377 65680 train 0.008608 65681 train 0.009342 65682 train 0.010258 65683 train 0.017230 65684 train 0.009694 65685 train 0.009769 65686 train 0.008141 65687 train 0.009402 65688 train 0.009030 65689 train 0.009542 65690 train 0.007583 65691 train 0.008107 65692 train 0.010988 65693 train 0.008546 65694 train 0.008383 65695 train 0.008593 65696 train 0.008910 65697 train 0.008164 65698 train 0.008821 65699 train 0.007631 65700 val 19.7275 65700 train 0.009340 65701 train 0.010943 65702 train 0.014024 65703 train 0.008805 65704 train 0.010404 65705 train 0.008901 65706 train 0.009278 65707 train 0.008988 65708 train 0.011505 65709 train 0.013774 65710 train 0.009296 65711 train 0.010433 65712 train 0.012351 65713 train 0.010181 65714 train 0.008821 65715 train 0.008487 65716 train 0.009414 65717 train 0.009632 65718 train 0.010178 65719 train 0.010519 65720 train 0.008850 65721 train 0.010438 65722 train 0.008674 65723 train 0.009961 65724 train 0.009555 65725 val 19.6757 65725 train 0.007811 65726 train 0.008129 65727 train 0.008147 65728 train 0.010291 65729 train 0.009744 65730 train 0.009004 65731 train 0.008851 65732 train 0.008924 65733 train 0.007415 65734 train 0.008218 65735 train 0.008452 65736 train 0.009329 65737 train 0.008102 65738 train 0.008209 65739 train 0.008886 65740 train 0.009859 65741 train 0.008412 65742 train 0.008258 65743 train 0.008519 65744 train 0.010117 65745 train 0.013111 65746 train 0.009539 65747 train 0.011090 65748 train 0.010913 65749 train 0.010229 65750 val 19.6862 65750 train 0.009055 65751 train 0.009353 65752 train 0.007724 65753 train 0.008989 65754 train 0.010480 65755 train 0.008272 65756 train 0.008313 65757 train 0.009868 65758 train 0.007991 65759 train 0.008023 65760 train 0.013015 65761 train 0.008897 65762 train 0.007391 65763 train 0.007760 65764 train 0.009482 65765 train 0.009900 65766 train 0.008021 65767 train 0.009817 65768 train 0.008323 65769 train 0.008922 65770 train 0.008286 65771 train 0.007536 65772 train 0.009995 65773 train 0.008335 65774 train 0.011421 65775 val 19.6392 65775 train 0.010373 65776 train 0.008488 65777 train 0.008493 65778 train 0.008329 65779 train 0.008547 65780 train 0.009212 65781 train 0.014733 65782 train 0.007828 65783 train 0.009066 65784 train 0.010607 65785 train 0.012196 65786 train 0.009974 65787 train 0.007810 65788 train 0.009200 65789 train 0.008991 65790 train 0.009400 65791 train 0.007839 65792 train 0.009852 65793 train 0.007671 65794 train 0.007660 65795 train 0.007868 65796 train 0.009819 65797 train 0.010081 65798 train 0.011736 65799 train 0.008870 65800 val 19.7376 65800 train 0.008855 65801 train 0.008168 65802 train 0.010207 65803 train 0.010372 65804 train 0.008784 65805 train 0.009365 65806 train 0.010759 65807 train 0.008606 65808 train 0.009851 65809 train 0.008655 65810 train 0.010407 65811 train 0.009522 65812 train 0.009390 65813 train 0.010401 65814 train 0.010048 65815 train 0.007746 65816 train 0.009801 65817 train 0.008280 65818 train 0.009291 65819 train 0.009792 65820 train 0.010072 65821 train 0.010052 65822 train 0.010410 65823 train 0.007888 65824 train 0.009134 65825 val 19.6803 65825 train 0.010135 65826 train 0.010018 65827 train 0.008558 65828 train 0.010863 65829 train 0.009511 65830 train 0.009583 65831 train 0.008059 65832 train 0.010058 65833 train 0.009975 65834 train 0.010541 65835 train 0.009131 65836 train 0.010361 65837 train 0.008671 65838 train 0.010649 65839 train 0.009316 65840 train 0.009727 65841 train 0.008747 65842 train 0.010123 65843 train 0.009430 65844 train 0.008575 65845 train 0.006980 65846 train 0.010139 65847 train 0.009262 65848 train 0.008402 65849 train 0.009027 65850 val 19.7228 65850 train 0.009277 65851 train 0.008378 65852 train 0.011963 65853 train 0.012332 65854 train 0.010922 65855 train 0.010545 65856 train 0.026477 65857 train 0.008737 65858 train 0.008483 65859 train 0.009209 65860 train 0.010671 65861 train 0.012053 65862 train 0.008634 65863 train 0.010091 65864 train 0.012689 65865 train 0.010103 65866 train 0.010258 65867 train 0.009668 65868 train 0.009365 65869 train 0.008939 65870 train 0.010823 65871 train 0.010417 65872 train 0.009080 65873 train 0.008118 65874 train 0.010419 65875 val 19.7318 65875 train 0.009568 65876 train 0.009249 65877 train 0.010989 65878 train 0.008459 65879 train 0.007989 65880 train 0.008282 65881 train 0.008344 65882 train 0.011899 65883 train 0.008720 65884 train 0.009145 65885 train 0.008850 65886 train 0.009440 65887 train 0.008314 65888 train 0.009406 65889 train 0.012769 65890 train 0.018689 65891 train 0.008424 65892 train 0.017731 65893 train 0.009082 65894 train 0.009875 65895 train 0.008939 65896 train 0.010612 65897 train 0.010491 65898 train 0.009899 65899 train 0.009922 65900 val 19.6687 65900 train 0.015968 65901 train 0.011223 65902 train 0.008717 65903 train 0.014476 65904 train 0.008739 65905 train 0.009463 65906 train 0.009033 65907 train 0.009055 65908 train 0.008508 65909 train 0.008083 65910 train 0.010433 65911 train 0.009073 65912 train 0.009247 65913 train 0.009026 65914 train 0.008209 65915 train 0.008157 65916 train 0.007945 65917 train 0.007962 65918 train 0.007922 65919 train 0.007816 65920 train 0.007346 65921 train 0.008696 65922 train 0.008151 65923 train 0.007634 65924 train 0.009974 65925 val 19.6993 65925 train 0.010148 65926 train 0.015598 65927 train 0.009293 65928 train 0.018894 65929 train 0.007910 65930 train 0.008346 65931 train 0.010842 65932 train 0.008681 65933 train 0.009437 65934 train 0.008472 65935 train 0.008831 65936 train 0.008601 65937 train 0.008932 65938 train 0.007598 65939 train 0.035301 65940 train 0.006876 65941 train 0.011225 65942 train 0.010149 65943 train 0.008676 65944 train 0.008328 65945 train 0.008918 65946 train 0.009691 65947 train 0.010388 65948 train 0.008197 65949 train 0.010237 65950 val 19.7101 65950 train 0.008518 65951 train 0.009547 65952 train 0.008881 65953 train 0.009028 65954 train 0.007987 65955 train 0.008054 65956 train 0.008496 65957 train 0.009255 65958 train 0.008514 65959 train 0.007320 65960 train 0.008617 65961 train 0.011149 65962 train 0.011360 65963 train 0.010082 65964 train 0.009325 65965 train 0.011626 65966 train 0.007337 65967 train 0.007987 65968 train 0.009131 65969 train 0.010936 65970 train 0.007867 65971 train 0.008240 65972 train 0.009224 65973 train 0.009393 65974 train 0.008483 65975 val 19.6843 65975 train 0.017878 65976 train 0.008423 65977 train 0.009796 65978 train 0.008445 65979 train 0.007286 65980 train 0.009224 65981 train 0.008391 65982 train 0.007927 65983 train 0.010551 65984 train 0.007469 65985 train 0.011939 65986 train 0.007763 65987 train 0.007060 65988 train 0.008712 65989 train 0.007786 65990 train 0.007689 65991 train 0.008727 65992 train 0.006862 65993 train 0.009412 65994 train 0.009186 65995 train 0.007562 65996 train 0.010215 65997 train 0.009186 65998 train 0.009330 65999 train 0.008461 66000 val 19.7892 66000 train 0.008588 66001 train 0.015210 66002 train 0.007707 66003 train 0.008013 66004 train 0.008821 66005 train 0.009207 66006 train 0.008298 66007 train 0.008158 66008 train 0.009725 66009 train 0.008176 66010 train 0.008821 66011 train 0.018739 66012 train 0.008091 66013 train 0.010327 66014 train 0.007613 66015 train 0.008377 66016 train 0.007995 66017 train 0.008297 66018 train 0.009611 66019 train 0.009138 66020 train 0.007925 66021 train 0.030174 66022 train 0.007586 66023 train 0.008848 66024 train 0.011396 66025 val 19.7515 66025 train 0.007678 66026 train 0.010153 66027 train 0.011105 66028 train 0.008480 66029 train 0.009698 66030 train 0.009178 66031 train 0.009629 66032 train 0.008796 66033 train 0.009466 66034 train 0.008775 66035 train 0.008960 66036 train 0.008722 66037 train 0.010036 66038 train 0.008321 66039 train 0.009421 66040 train 0.008745 66041 train 0.010507 66042 train 0.008312 66043 train 0.011107 66044 train 0.009291 66045 train 0.009494 66046 train 0.008074 66047 train 0.008103 66048 train 0.009084 66049 train 0.010617 66050 val 19.7466 66050 train 0.009262 66051 train 0.011031 66052 train 0.008231 66053 train 0.007543 66054 train 0.008029 66055 train 0.010767 66056 train 0.008300 66057 train 0.013047 66058 train 0.007099 66059 train 0.007590 66060 train 0.016337 66061 train 0.008090 66062 train 0.009421 66063 train 0.009064 66064 train 0.007446 66065 train 0.007494 66066 train 0.008552 66067 train 0.008157 66068 train 0.008137 66069 train 0.007412 66070 train 0.008516 66071 train 0.009310 66072 train 0.010388 66073 train 0.010241 66074 train 0.008060 66075 val 19.7236 66075 train 0.008172 66076 train 0.010997 66077 train 0.010102 66078 train 0.010424 66079 train 0.010305 66080 train 0.009159 66081 train 0.010217 66082 train 0.009654 66083 train 0.010527 66084 train 0.009875 66085 train 0.009780 66086 train 0.011209 66087 train 0.011524 66088 train 0.007036 66089 train 0.007540 66090 train 0.007502 66091 train 0.009122 66092 train 0.010724 66093 train 0.015042 66094 train 0.009122 66095 train 0.008392 66096 train 0.010398 66097 train 0.007892 66098 train 0.009733 66099 train 0.010058 66100 val 19.6991 66100 train 0.008953 66101 train 0.007572 66102 train 0.012171 66103 train 0.007273 66104 train 0.007501 66105 train 0.007703 66106 train 0.010062 66107 train 0.009097 66108 train 0.008645 66109 train 0.009510 66110 train 0.008598 66111 train 0.011042 66112 train 0.010888 66113 train 0.008094 66114 train 0.010181 66115 train 0.008781 66116 train 0.008252 66117 train 0.010844 66118 train 0.009371 66119 train 0.009536 66120 train 0.009613 66121 train 0.008556 66122 train 0.009140 66123 train 0.007942 66124 train 0.008272 66125 val 19.6164 66125 train 0.008686 66126 train 0.007829 66127 train 0.010440 66128 train 0.010837 66129 train 0.015893 66130 train 0.011431 66131 train 0.007779 66132 train 0.012580 66133 train 0.007806 66134 train 0.009699 66135 train 0.009109 66136 train 0.009346 66137 train 0.008844 66138 train 0.011734 66139 train 0.007666 66140 train 0.009941 66141 train 0.009134 66142 train 0.009697 66143 train 0.009086 66144 train 0.009787 66145 train 0.008091 66146 train 0.009072 66147 train 0.010005 66148 train 0.010281 66149 train 0.008454 66150 val 19.7622 66150 train 0.009321 66151 train 0.008412 66152 train 0.009046 66153 train 0.012274 66154 train 0.007977 66155 train 0.008629 66156 train 0.008216 66157 train 0.009995 66158 train 0.009873 66159 train 0.009148 66160 train 0.008440 66161 train 0.009435 66162 train 0.007817 66163 train 0.009599 66164 train 0.011233 66165 train 0.012170 66166 train 0.013418 66167 train 0.007045 66168 train 0.026314 66169 train 0.008368 66170 train 0.008286 66171 train 0.009150 66172 train 0.013411 66173 train 0.008431 66174 train 0.009088 66175 val 19.7052 66175 train 0.009589 66176 train 0.011789 66177 train 0.009136 66178 train 0.009496 66179 train 0.009097 66180 train 0.009751 66181 train 0.009115 66182 train 0.009603 66183 train 0.009188 66184 train 0.011169 66185 train 0.007555 66186 train 0.008506 66187 train 0.009358 66188 train 0.009013 66189 train 0.012858 66190 train 0.008686 66191 train 0.009875 66192 train 0.008157 66193 train 0.008050 66194 train 0.009090 66195 train 0.008972 66196 train 0.008053 66197 train 0.008151 66198 train 0.009630 66199 train 0.007555 66200 val 19.7029 66200 train 0.008185 66201 train 0.011287 66202 train 0.022061 66203 train 0.007118 66204 train 0.017468 66205 train 0.007648 66206 train 0.009503 66207 train 0.009942 66208 train 0.010204 66209 train 0.008352 66210 train 0.009107 66211 train 0.009353 66212 train 0.009741 66213 train 0.008912 66214 train 0.009381 66215 train 0.009772 66216 train 0.008372 66217 train 0.010271 66218 train 0.009337 66219 train 0.008603 66220 train 0.010407 66221 train 0.007816 66222 train 0.007844 66223 train 0.009260 66224 train 0.009380 66225 val 19.7192 66225 train 0.010830 66226 train 0.007088 66227 train 0.010346 66228 train 0.008479 66229 train 0.007530 66230 train 0.009186 66231 train 0.006948 66232 train 0.008069 66233 train 0.008815 66234 train 0.008122 66235 train 0.007957 66236 train 0.009580 66237 train 0.009644 66238 train 0.010558 66239 train 0.007928 66240 train 0.016722 66241 train 0.008127 66242 train 0.008253 66243 train 0.008177 66244 train 0.011620 66245 train 0.008122 66246 train 0.008815 66247 train 0.009470 66248 train 0.009005 66249 train 0.008993 66250 val 19.7154 66250 train 0.008616 66251 train 0.011276 66252 train 0.009087 66253 train 0.009225 66254 train 0.007631 66255 train 0.007927 66256 train 0.007405 66257 train 0.008799 66258 train 0.008302 66259 train 0.010287 66260 train 0.008730 66261 train 0.009511 66262 train 0.008914 66263 train 0.010948 66264 train 0.009832 66265 train 0.008025 66266 train 0.011949 66267 train 0.008896 66268 train 0.008145 66269 train 0.009041 66270 train 0.007073 66271 train 0.007792 66272 train 0.009052 66273 train 0.008332 66274 train 0.008452 66275 val 19.7550 66275 train 0.008990 66276 train 0.015168 66277 train 0.009519 66278 train 0.007160 66279 train 0.009297 66280 train 0.010469 66281 train 0.007792 66282 train 0.007419 66283 train 0.008473 66284 train 0.010583 66285 train 0.008553 66286 train 0.009254 66287 train 0.009897 66288 train 0.009579 66289 train 0.007904 66290 train 0.009405 66291 train 0.010506 66292 train 0.009071 66293 train 0.010918 66294 train 0.007276 66295 train 0.011299 66296 train 0.011775 66297 train 0.009219 66298 train 0.009318 66299 train 0.009536 66300 val 19.7719 66300 train 0.009889 66301 train 0.007948 66302 train 0.009585 66303 train 0.007330 66304 train 0.009806 66305 train 0.008399 66306 train 0.008051 66307 train 0.008955 66308 train 0.008968 66309 train 0.009627 66310 train 0.009588 66311 train 0.007900 66312 train 0.010423 66313 train 0.008435 66314 train 0.006904 66315 train 0.008734 66316 train 0.009236 66317 train 0.008789 66318 train 0.010215 66319 train 0.009186 66320 train 0.009666 66321 train 0.007745 66322 train 0.009748 66323 train 0.009081 66324 train 0.007851 66325 val 19.6738 66325 train 0.008739 66326 train 0.010556 66327 train 0.009153 66328 train 0.010247 66329 train 0.009148 66330 train 0.007818 66331 train 0.010986 66332 train 0.010713 66333 train 0.009514 66334 train 0.010673 66335 train 0.007287 66336 train 0.010278 66337 train 0.009320 66338 train 0.010107 66339 train 0.009082 66340 train 0.010973 66341 train 0.009096 66342 train 0.010935 66343 train 0.008566 66344 train 0.010156 66345 train 0.010479 66346 train 0.011155 66347 train 0.008613 66348 train 0.011889 66349 train 0.009402 66350 val 19.6938 66350 train 0.007345 66351 train 0.011485 66352 train 0.011163 66353 train 0.008037 66354 train 0.009541 66355 train 0.009489 66356 train 0.010403 66357 train 0.010754 66358 train 0.012230 66359 train 0.008810 66360 train 0.008782 66361 train 0.010847 66362 train 0.011746 66363 train 0.009534 66364 train 0.011097 66365 train 0.007615 66366 train 0.009680 66367 train 0.008607 66368 train 0.011044 66369 train 0.009009 66370 train 0.010233 66371 train 0.008929 66372 train 0.009031 66373 train 0.013274 66374 train 0.008259 66375 val 19.6979 66375 train 0.010172 66376 train 0.009587 66377 train 0.009191 66378 train 0.010363 66379 train 0.009514 66380 train 0.010471 66381 train 0.011133 66382 train 0.014856 66383 train 0.008403 66384 train 0.011541 66385 train 0.007352 66386 train 0.008202 66387 train 0.011548 66388 train 0.009228 66389 train 0.008839 66390 train 0.008766 66391 train 0.007995 66392 train 0.009450 66393 train 0.008665 66394 train 0.009557 66395 train 0.009698 66396 train 0.008255 66397 train 0.010443 66398 train 0.008991 66399 train 0.008061 66400 val 19.7184 66400 train 0.009797 66401 train 0.008584 66402 train 0.007984 66403 train 0.010352 66404 train 0.008702 66405 train 0.007623 66406 train 0.009141 66407 train 0.009088 66408 train 0.008739 66409 train 0.010569 66410 train 0.007552 66411 train 0.009119 66412 train 0.008743 66413 train 0.009266 66414 train 0.008516 66415 train 0.008513 66416 train 0.009185 66417 train 0.009268 66418 train 0.010997 66419 train 0.009756 66420 train 0.010312 66421 train 0.007507 66422 train 0.007702 66423 train 0.009101 66424 train 0.007623 66425 val 19.7573 66425 train 0.007895 66426 train 0.007283 66427 train 0.008403 66428 train 0.009325 66429 train 0.009611 66430 train 0.007929 66431 train 0.009265 66432 train 0.007177 66433 train 0.007666 66434 train 0.008883 66435 train 0.007117 66436 train 0.007604 66437 train 0.007117 66438 train 0.007250 66439 train 0.010530 66440 train 0.007922 66441 train 0.007567 66442 train 0.010424 66443 train 0.008109 66444 train 0.007659 66445 train 0.010752 66446 train 0.007387 66447 train 0.010270 66448 train 0.010040 66449 train 0.009381 66450 val 19.7478 66450 train 0.009528 66451 train 0.007631 66452 train 0.008036 66453 train 0.009349 66454 train 0.010252 66455 train 0.010853 66456 train 0.007625 66457 train 0.006913 66458 train 0.009381 66459 train 0.008542 66460 train 0.007985 66461 train 0.007756 66462 train 0.009933 66463 train 0.009492 66464 train 0.009279 66465 train 0.010601 66466 train 0.009911 66467 train 0.008799 66468 train 0.007793 66469 train 0.010115 66470 train 0.012443 66471 train 0.007980 66472 train 0.007534 66473 train 0.007267 66474 train 0.007463 66475 val 19.7691 66475 train 0.008637 66476 train 0.007558 66477 train 0.009179 66478 train 0.013581 66479 train 0.009889 66480 train 0.009550 66481 train 0.012041 66482 train 0.009616 66483 train 0.009166 66484 train 0.009541 66485 train 0.009103 66486 train 0.010987 66487 train 0.009174 66488 train 0.008912 66489 train 0.010959 66490 train 0.009564 66491 train 0.013565 66492 train 0.007975 66493 train 0.007665 66494 train 0.008706 66495 train 0.009424 66496 train 0.009201 66497 train 0.009174 66498 train 0.009719 66499 train 0.008446 66500 val 19.7599 66500 train 0.010530 66501 train 0.008784 66502 train 0.010981 66503 train 0.010361 66504 train 0.009665 66505 train 0.009078 66506 train 0.011262 66507 train 0.007405 66508 train 0.009019 66509 train 0.007350 66510 train 0.007726 66511 train 0.011696 66512 train 0.008526 66513 train 0.009859 66514 train 0.020199 66515 train 0.008622 66516 train 0.010941 66517 train 0.014899 66518 train 0.009323 66519 train 0.009229 66520 train 0.010019 66521 train 0.008380 66522 train 0.009474 66523 train 0.008116 66524 train 0.008507 66525 val 19.6198 66525 train 0.008725 66526 train 0.008761 66527 train 0.009488 66528 train 0.008368 66529 train 0.008866 66530 train 0.012152 66531 train 0.006986 66532 train 0.007702 66533 train 0.013149 66534 train 0.010710 66535 train 0.010071 66536 train 0.009171 66537 train 0.007475 66538 train 0.008294 66539 train 0.008326 66540 train 0.007419 66541 train 0.012238 66542 train 0.009894 66543 train 0.007808 66544 train 0.008933 66545 train 0.008444 66546 train 0.008795 66547 train 0.008282 66548 train 0.009141 66549 train 0.008033 66550 val 19.7170 66550 train 0.010184 66551 train 0.007327 66552 train 0.008829 66553 train 0.009443 66554 train 0.008314 66555 train 0.008762 66556 train 0.011508 66557 train 0.008554 66558 train 0.007947 66559 train 0.007798 66560 train 0.007167 66561 train 0.007574 66562 train 0.011096 66563 train 0.009029 66564 train 0.008387 66565 train 0.008642 66566 train 0.017261 66567 train 0.009856 66568 train 0.006269 66569 train 0.008474 66570 train 0.010766 66571 train 0.009155 66572 train 0.008848 66573 train 0.008698 66574 train 0.008884 66575 val 19.6806 66575 train 0.008522 66576 train 0.007932 66577 train 0.017324 66578 train 0.012766 66579 train 0.007424 66580 train 0.008842 66581 train 0.008795 66582 train 0.009602 66583 train 0.009024 66584 train 0.008649 66585 train 0.010296 66586 train 0.014206 66587 train 0.008599 66588 train 0.011684 66589 train 0.009033 66590 train 0.008784 66591 train 0.011307 66592 train 0.007815 66593 train 0.010137 66594 train 0.009041 66595 train 0.007572 66596 train 0.007925 66597 train 0.013261 66598 train 0.010982 66599 train 0.007018 66600 val 19.6570 66600 train 0.009649 66601 train 0.008564 66602 train 0.018312 66603 train 0.009802 66604 train 0.008079 66605 train 0.009637 66606 train 0.011951 66607 train 0.010132 66608 train 0.009925 66609 train 0.010681 66610 train 0.007559 66611 train 0.010631 66612 train 0.006615 66613 train 0.021368 66614 train 0.011779 66615 train 0.009238 66616 train 0.010447 66617 train 0.008638 66618 train 0.011327 66619 train 0.009869 66620 train 0.007715 66621 train 0.009399 66622 train 0.011897 66623 train 0.011264 66624 train 0.014829 66625 val 19.6474 66625 train 0.007792 66626 train 0.008968 66627 train 0.010242 66628 train 0.008321 66629 train 0.010254 66630 train 0.008935 66631 train 0.008142 66632 train 0.007916 66633 train 0.021412 66634 train 0.014293 66635 train 0.007645 66636 train 0.011445 66637 train 0.007409 66638 train 0.024601 66639 train 0.009653 66640 train 0.007982 66641 train 0.009073 66642 train 0.009465 66643 train 0.010159 66644 train 0.011178 66645 train 0.009276 66646 train 0.009790 66647 train 0.008730 66648 train 0.008475 66649 train 0.049601 66650 val 19.6014 66650 train 0.009516 66651 train 0.008160 66652 train 0.011215 66653 train 0.008469 66654 train 0.011326 66655 train 0.010142 66656 train 0.009395 66657 train 0.010029 66658 train 0.009284 66659 train 0.013760 66660 train 0.012093 66661 train 0.009323 66662 train 0.008589 66663 train 0.009747 66664 train 0.008581 66665 train 0.010436 66666 train 0.010361 66667 train 0.007800 66668 train 0.007804 66669 train 0.012693 66670 train 0.010832 66671 train 0.007837 66672 train 0.008976 66673 train 0.007532 66674 train 0.011509 66675 val 19.7274 66675 train 0.008504 66676 train 0.007179 66677 train 0.008355 66678 train 0.008556 66679 train 0.007602 66680 train 0.009556 66681 train 0.007497 66682 train 0.007241 66683 train 0.008486 66684 train 0.008478 66685 train 0.019409 66686 train 0.008890 66687 train 0.007493 66688 train 0.009569 66689 train 0.007246 66690 train 0.008878 66691 train 0.008848 66692 train 0.007969 66693 train 0.008256 66694 train 0.008116 66695 train 0.009163 66696 train 0.009936 66697 train 0.007885 66698 train 0.007897 66699 train 0.007679 66700 val 19.6394 66700 train 0.008423 66701 train 0.008512 66702 train 0.007942 66703 train 0.006975 66704 train 0.007021 66705 train 0.010996 66706 train 0.008640 66707 train 0.007110 66708 train 0.007415 66709 train 0.007709 66710 train 0.009971 66711 train 0.006966 66712 train 0.007102 66713 train 0.008087 66714 train 0.009697 66715 train 0.007182 66716 train 0.007889 66717 train 0.006819 66718 train 0.007867 66719 train 0.006412 66720 train 0.008387 66721 train 0.011412 66722 train 0.007000 66723 train 0.008313 66724 train 0.008072 66725 val 19.6943 66725 train 0.007524 66726 train 0.009017 66727 train 0.006967 66728 train 0.007358 66729 train 0.007742 66730 train 0.007601 66731 train 0.007314 66732 train 0.009855 66733 train 0.007263 66734 train 0.006362 66735 train 0.007339 66736 train 0.009288 66737 train 0.007594 66738 train 0.007764 66739 train 0.008913 66740 train 0.007250 66741 train 0.008790 66742 train 0.008164 66743 train 0.007438 66744 train 0.009199 66745 train 0.008132 66746 train 0.008489 66747 train 0.008296 66748 train 0.009130 66749 train 0.007799 66750 val 19.6918 66750 train 0.010471 66751 train 0.008124 66752 train 0.007220 66753 train 0.008036 66754 train 0.008750 66755 train 0.008692 66756 train 0.012664 66757 train 0.008863 66758 train 0.008826 66759 train 0.009174 66760 train 0.009362 66761 train 0.008834 66762 train 0.010022 66763 train 0.007708 66764 train 0.007984 66765 train 0.008196 66766 train 0.009226 66767 train 0.008379 66768 train 0.009100 66769 train 0.008419 66770 train 0.008744 66771 train 0.012854 66772 train 0.008123 66773 train 0.008367 66774 train 0.008758 66775 val 19.7148 66775 train 0.009314 66776 train 0.010023 66777 train 0.007924 66778 train 0.008962 66779 train 0.010607 66780 train 0.009076 66781 train 0.011072 66782 train 0.009708 66783 train 0.009407 66784 train 0.007076 66785 train 0.009639 66786 train 0.009947 66787 train 0.009378 66788 train 0.007974 66789 train 0.008697 66790 train 0.009110 66791 train 0.008511 66792 train 0.009624 66793 train 0.009463 66794 train 0.010466 66795 train 0.010314 66796 train 0.010064 66797 train 0.008362 66798 train 0.008922 66799 train 0.007478 66800 val 19.7564 66800 train 0.009968 66801 train 0.009854 66802 train 0.007801 66803 train 0.008900 66804 train 0.011611 66805 train 0.008496 66806 train 0.008454 66807 train 0.009550 66808 train 0.007319 66809 train 0.010287 66810 train 0.009080 66811 train 0.008751 66812 train 0.008809 66813 train 0.008743 66814 train 0.012012 66815 train 0.012337 66816 train 0.010153 66817 train 0.012095 66818 train 0.011100 66819 train 0.008646 66820 train 0.007407 66821 train 0.009436 66822 train 0.010425 66823 train 0.007687 66824 train 0.009505 66825 val 19.6826 66825 train 0.009180 66826 train 0.011328 66827 train 0.008418 66828 train 0.010853 66829 train 0.009271 66830 train 0.011950 66831 train 0.009134 66832 train 0.009895 66833 train 0.007625 66834 train 0.011196 66835 train 0.009031 66836 train 0.010745 66837 train 0.012073 66838 train 0.007628 66839 train 0.008717 66840 train 0.009518 66841 train 0.007684 66842 train 0.008256 66843 train 0.007499 66844 train 0.007288 66845 train 0.010640 66846 train 0.009031 66847 train 0.008013 66848 train 0.008394 66849 train 0.007795 66850 val 19.7029 66850 train 0.008685 66851 train 0.008233 66852 train 0.008241 66853 train 0.009598 66854 train 0.007843 66855 train 0.009212 66856 train 0.007453 66857 train 0.009374 66858 train 0.008259 66859 train 0.008215 66860 train 0.007821 66861 train 0.009452 66862 train 0.010483 66863 train 0.008052 66864 train 0.008356 66865 train 0.007638 66866 train 0.010854 66867 train 0.008500 66868 train 0.009401 66869 train 0.007096 66870 train 0.008578 66871 train 0.008552 66872 train 0.009026 66873 train 0.009009 66874 train 0.007834 66875 val 19.7033 66875 train 0.009564 66876 train 0.009903 66877 train 0.008754 66878 train 0.007800 66879 train 0.008223 66880 train 0.008840 66881 train 0.011531 66882 train 0.012353 66883 train 0.009323 66884 train 0.007912 66885 train 0.008369 66886 train 0.007035 66887 train 0.010125 66888 train 0.008489 66889 train 0.008490 66890 train 0.009019 66891 train 0.009472 66892 train 0.008025 66893 train 0.008429 66894 train 0.010441 66895 train 0.008216 66896 train 0.008146 66897 train 0.008112 66898 train 0.008514 66899 train 0.008567 66900 val 19.6970 66900 train 0.008491 66901 train 0.009086 66902 train 0.010576 66903 train 0.009510 66904 train 0.009096 66905 train 0.008388 66906 train 0.010461 66907 train 0.009179 66908 train 0.008657 66909 train 0.010127 66910 train 0.007631 66911 train 0.009088 66912 train 0.008763 66913 train 0.010259 66914 train 0.007873 66915 train 0.007439 66916 train 0.008506 66917 train 0.008671 66918 train 0.010917 66919 train 0.009859 66920 train 0.007468 66921 train 0.010368 66922 train 0.007836 66923 train 0.009070 66924 train 0.007257 66925 val 19.7147 66925 train 0.006896 66926 train 0.010271 66927 train 0.008651 66928 train 0.008004 66929 train 0.007445 66930 train 0.015614 66931 train 0.006414 66932 train 0.010365 66933 train 0.006854 66934 train 0.008948 66935 train 0.008916 66936 train 0.009284 66937 train 0.013975 66938 train 0.009541 66939 train 0.008757 66940 train 0.007979 66941 train 0.008578 66942 train 0.009310 66943 train 0.009509 66944 train 0.010081 66945 train 0.009035 66946 train 0.010710 66947 train 0.009113 66948 train 0.009444 66949 train 0.007886 66950 val 19.6876 66950 train 0.008661 66951 train 0.007567 66952 train 0.008543 66953 train 0.008663 66954 train 0.008759 66955 train 0.008891 66956 train 0.007455 66957 train 0.008083 66958 train 0.008724 66959 train 0.010456 66960 train 0.008158 66961 train 0.008747 66962 train 0.021307 66963 train 0.008004 66964 train 0.009123 66965 train 0.007950 66966 train 0.023683 66967 train 0.007033 66968 train 0.008537 66969 train 0.007195 66970 train 0.012865 66971 train 0.009908 66972 train 0.010912 66973 train 0.014938 66974 train 0.010512 66975 val 19.6460 66975 train 0.009001 66976 train 0.009016 66977 train 0.009517 66978 train 0.011547 66979 train 0.011141 66980 train 0.008063 66981 train 0.009578 66982 train 0.009694 66983 train 0.008386 66984 train 0.011485 66985 train 0.009435 66986 train 0.010512 66987 train 0.007797 66988 train 0.007899 66989 train 0.009446 66990 train 0.008990 66991 train 0.008460 66992 train 0.007430 66993 train 0.007867 66994 train 0.009181 66995 train 0.009206 66996 train 0.006975 66997 train 0.008217 66998 train 0.016507 66999 train 0.007975 67000 val 19.6418 67000 train 0.007852 67001 train 0.009814 67002 train 0.025738 67003 train 0.007538 67004 train 0.009588 67005 train 0.007318 67006 train 0.009725 67007 train 0.010173 67008 train 0.020088 67009 train 0.012597 67010 train 0.010468 67011 train 0.009303 67012 train 0.012307 67013 train 0.008443 67014 train 0.010715 67015 train 0.011818 67016 train 0.007665 67017 train 0.008590 67018 train 0.009900 67019 train 0.009422 67020 train 0.011077 67021 train 0.008233 67022 train 0.009836 67023 train 0.007904 67024 train 0.008478 67025 val 19.6663 67025 train 0.008727 67026 train 0.007952 67027 train 0.007195 67028 train 0.008948 67029 train 0.007675 67030 train 0.008563 67031 train 0.008633 67032 train 0.007325 67033 train 0.007111 67034 train 0.012235 67035 train 0.007399 67036 train 0.007551 67037 train 0.007529 67038 train 0.010246 67039 train 0.007572 67040 train 0.006935 67041 train 0.007167 67042 train 0.007907 67043 train 0.007866 67044 train 0.025515 67045 train 0.009044 67046 train 0.009084 67047 train 0.008475 67048 train 0.010703 67049 train 0.007860 67050 val 19.6058 67050 train 0.008006 67051 train 0.012221 67052 train 0.007684 67053 train 0.008190 67054 train 0.008852 67055 train 0.008234 67056 train 0.009658 67057 train 0.008210 67058 train 0.008192 67059 train 0.008736 67060 train 0.007881 67061 train 0.007414 67062 train 0.008234 67063 train 0.007377 67064 train 0.007530 67065 train 0.009243 67066 train 0.009100 67067 train 0.008638 67068 train 0.007993 67069 train 0.008446 67070 train 0.008804 67071 train 0.006916 67072 train 0.007825 67073 train 0.007981 67074 train 0.007526 67075 val 19.6625 67075 train 0.009476 67076 train 0.006957 67077 train 0.008857 67078 train 0.007674 67079 train 0.007679 67080 train 0.014315 67081 train 0.007151 67082 train 0.009279 67083 train 0.008250 67084 train 0.008815 67085 train 0.007192 67086 train 0.008595 67087 train 0.010551 67088 train 0.007081 67089 train 0.010667 67090 train 0.008109 67091 train 0.008221 67092 train 0.012592 67093 train 0.008238 67094 train 0.008834 67095 train 0.006618 67096 train 0.008414 67097 train 0.009121 67098 train 0.008021 67099 train 0.007234 67100 val 19.5747 67100 train 0.007883 67101 train 0.008096 67102 train 0.012796 67103 train 0.007871 67104 train 0.007598 67105 train 0.008560 67106 train 0.008870 67107 train 0.007661 67108 train 0.011204 67109 train 0.010279 67110 train 0.007308 67111 train 0.010567 67112 train 0.008994 67113 train 0.009144 67114 train 0.008275 67115 train 0.009452 67116 train 0.021651 67117 train 0.008482 67118 train 0.010093 67119 train 0.008668 67120 train 0.008379 67121 train 0.007673 67122 train 0.007855 67123 train 0.007971 67124 train 0.007518 67125 val 19.5445 67125 train 0.010698 67126 train 0.007615 67127 train 0.008130 67128 train 0.010190 67129 train 0.007889 67130 train 0.009432 67131 train 0.008212 67132 train 0.009564 67133 train 0.012240 67134 train 0.007584 67135 train 0.008651 67136 train 0.008143 67137 train 0.008276 67138 train 0.020283 67139 train 0.008780 67140 train 0.008188 67141 train 0.008445 67142 train 0.008074 67143 train 0.008730 67144 train 0.009325 67145 train 0.009882 67146 train 0.007527 67147 train 0.006947 67148 train 0.009652 67149 train 0.010234 67150 val 19.6460 67150 train 0.007288 67151 train 0.008343 67152 train 0.024336 67153 train 0.008152 67154 train 0.009577 67155 train 0.012576 67156 train 0.007954 67157 train 0.008962 67158 train 0.008528 67159 train 0.008447 67160 train 0.009416 67161 train 0.015640 67162 train 0.007894 67163 train 0.007356 67164 train 0.011736 67165 train 0.007166 67166 train 0.008792 67167 train 0.008794 67168 train 0.009807 67169 train 0.009152 67170 train 0.007108 67171 train 0.008293 67172 train 0.008361 67173 train 0.007645 67174 train 0.007696 67175 val 19.6327 67175 train 0.009690 67176 train 0.009024 67177 train 0.008501 67178 train 0.007150 67179 train 0.007625 67180 train 0.009570 67181 train 0.008169 67182 train 0.006918 67183 train 0.008037 67184 train 0.008246 67185 train 0.010088 67186 train 0.007389 67187 train 0.008625 67188 train 0.019933 67189 train 0.007169 67190 train 0.009989 67191 train 0.008488 67192 train 0.008562 67193 train 0.009093 67194 train 0.007271 67195 train 0.008681 67196 train 0.007798 67197 train 0.010771 67198 train 0.007802 67199 train 0.007435 67200 val 19.6489 67200 train 0.007807 67201 train 0.008755 67202 train 0.007810 67203 train 0.009141 67204 train 0.009451 67205 train 0.008692 67206 train 0.009384 67207 train 0.008413 67208 train 0.007185 67209 train 0.008157 67210 train 0.007488 67211 train 0.011831 67212 train 0.007951 67213 train 0.007526 67214 train 0.006918 67215 train 0.008002 67216 train 0.008373 67217 train 0.009042 67218 train 0.008050 67219 train 0.006825 67220 train 0.007295 67221 train 0.010132 67222 train 0.007535 67223 train 0.008062 67224 train 0.009085 67225 val 19.6713 67225 train 0.007250 67226 train 0.009229 67227 train 0.008253 67228 train 0.011152 67229 train 0.008054 67230 train 0.007156 67231 train 0.007399 67232 train 0.006996 67233 train 0.009059 67234 train 0.006756 67235 train 0.007889 67236 train 0.006662 67237 train 0.007821 67238 train 0.008677 67239 train 0.008685 67240 train 0.008145 67241 train 0.007920 67242 train 0.008881 67243 train 0.009080 67244 train 0.007057 67245 train 0.006818 67246 train 0.007104 67247 train 0.021422 67248 train 0.010275 67249 train 0.008180 67250 val 19.6570 67250 train 0.006938 67251 train 0.008278 67252 train 0.007720 67253 train 0.009096 67254 train 0.009116 67255 train 0.008229 67256 train 0.007736 67257 train 0.012203 67258 train 0.007240 67259 train 0.010517 67260 train 0.007990 67261 train 0.007907 67262 train 0.007692 67263 train 0.010063 67264 train 0.009036 67265 train 0.009793 67266 train 0.008443 67267 train 0.007432 67268 train 0.007205 67269 train 0.009957 67270 train 0.007590 67271 train 0.008189 67272 train 0.006825 67273 train 0.008015 67274 train 0.010414 67275 val 19.6163 67275 train 0.008659 67276 train 0.007661 67277 train 0.007906 67278 train 0.011561 67279 train 0.010291 67280 train 0.006726 67281 train 0.008364 67282 train 0.007835 67283 train 0.017989 67284 train 0.012955 67285 train 0.010851 67286 train 0.008507 67287 train 0.007604 67288 train 0.007944 67289 train 0.008631 67290 train 0.007738 67291 train 0.009023 67292 train 0.008823 67293 train 0.009584 67294 train 0.007238 67295 train 0.011877 67296 train 0.009416 67297 train 0.007154 67298 train 0.009500 67299 train 0.008702 67300 val 19.6513 67300 train 0.007618 67301 train 0.010207 67302 train 0.008793 67303 train 0.007665 67304 train 0.007656 67305 train 0.008355 67306 train 0.006439 67307 train 0.007636 67308 train 0.006401 67309 train 0.008912 67310 train 0.010825 67311 train 0.009042 67312 train 0.007748 67313 train 0.008480 67314 train 0.009203 67315 train 0.007643 67316 train 0.007002 67317 train 0.006734 67318 train 0.006428 67319 train 0.033864 67320 train 0.008573 67321 train 0.009891 67322 train 0.008397 67323 train 0.007458 67324 train 0.008393 67325 val 19.6552 67325 train 0.009239 67326 train 0.009024 67327 train 0.007917 67328 train 0.008676 67329 train 0.010368 67330 train 0.008352 67331 train 0.008940 67332 train 0.007981 67333 train 0.009679 67334 train 0.007866 67335 train 0.008191 67336 train 0.009085 67337 train 0.012434 67338 train 0.008106 67339 train 0.008213 67340 train 0.008272 67341 train 0.010038 67342 train 0.010116 67343 train 0.007275 67344 train 0.006162 67345 train 0.008099 67346 train 0.011160 67347 train 0.008923 67348 train 0.010043 67349 train 0.011442 67350 val 19.5846 67350 train 0.009956 67351 train 0.008796 67352 train 0.007296 67353 train 0.009327 67354 train 0.008322 67355 train 0.008618 67356 train 0.008060 67357 train 0.012645 67358 train 0.008503 67359 train 0.008588 67360 train 0.008357 67361 train 0.009018 67362 train 0.008460 67363 train 0.007127 67364 train 0.007599 67365 train 0.007577 67366 train 0.007199 67367 train 0.010649 67368 train 0.008423 67369 train 0.013510 67370 train 0.006609 67371 train 0.008071 67372 train 0.007159 67373 train 0.009185 67374 train 0.008111 67375 val 19.5939 67375 train 0.008496 67376 train 0.010194 67377 train 0.010681 67378 train 0.007219 67379 train 0.007235 67380 train 0.007290 67381 train 0.008484 67382 train 0.008244 67383 train 0.009570 67384 train 0.007832 67385 train 0.014793 67386 train 0.007889 67387 train 0.007213 67388 train 0.009668 67389 train 0.008341 67390 train 0.007320 67391 train 0.007128 67392 train 0.007815 67393 train 0.009769 67394 train 0.010666 67395 train 0.010018 67396 train 0.008885 67397 train 0.008201 67398 train 0.008697 67399 train 0.006975 67400 val 19.5742 67400 train 0.008872 67401 train 0.008073 67402 train 0.009149 67403 train 0.011073 67404 train 0.009879 67405 train 0.009545 67406 train 0.006382 67407 train 0.007189 67408 train 0.007633 67409 train 0.009992 67410 train 0.009628 67411 train 0.009043 67412 train 0.010208 67413 train 0.008544 67414 train 0.007554 67415 train 0.008494 67416 train 0.007258 67417 train 0.009867 67418 train 0.007320 67419 train 0.007467 67420 train 0.008365 67421 train 0.016914 67422 train 0.007939 67423 train 0.008075 67424 train 0.008799 67425 val 19.6385 67425 train 0.010619 67426 train 0.008081 67427 train 0.006949 67428 train 0.008842 67429 train 0.008740 67430 train 0.011565 67431 train 0.009872 67432 train 0.007815 67433 train 0.007870 67434 train 0.008958 67435 train 0.007911 67436 train 0.007873 67437 train 0.008864 67438 train 0.008460 67439 train 0.009704 67440 train 0.008188 67441 train 0.008218 67442 train 0.007017 67443 train 0.009663 67444 train 0.008404 67445 train 0.009679 67446 train 0.013044 67447 train 0.009214 67448 train 0.008615 67449 train 0.009355 67450 val 19.6091 67450 train 0.008375 67451 train 0.009828 67452 train 0.006741 67453 train 0.008610 67454 train 0.007527 67455 train 0.007566 67456 train 0.007985 67457 train 0.014091 67458 train 0.009482 67459 train 0.008577 67460 train 0.009101 67461 train 0.009158 67462 train 0.008055 67463 train 0.007430 67464 train 0.009832 67465 train 0.008559 67466 train 0.019832 67467 train 0.010250 67468 train 0.008066 67469 train 0.008554 67470 train 0.007571 67471 train 0.011251 67472 train 0.008506 67473 train 0.008670 67474 train 0.010899 67475 val 19.5979 67475 train 0.010861 67476 train 0.012014 67477 train 0.008029 67478 train 0.008420 67479 train 0.009732 67480 train 0.009820 67481 train 0.008395 67482 train 0.009089 67483 train 0.010536 67484 train 0.008426 67485 train 0.010556 67486 train 0.008538 67487 train 0.007971 67488 train 0.006721 67489 train 0.007437 67490 train 0.007913 67491 train 0.008136 67492 train 0.007501 67493 train 0.012198 67494 train 0.007860 67495 train 0.007630 67496 train 0.008549 67497 train 0.009877 67498 train 0.008785 67499 train 0.008282 67500 val 19.6348 67500 train 0.007920 67501 train 0.008282 67502 train 0.012187 67503 train 0.008493 67504 train 0.008708 67505 train 0.008197 67506 train 0.008109 67507 train 0.015550 67508 train 0.007664 67509 train 0.009149 67510 train 0.007849 67511 train 0.009317 67512 train 0.011744 67513 train 0.008832 67514 train 0.007794 67515 train 0.009647 67516 train 0.007635 67517 train 0.007035 67518 train 0.008280 67519 train 0.009359 67520 train 0.007573 67521 train 0.008495 67522 train 0.007775 67523 train 0.007809 67524 train 0.008617 67525 val 19.5897 67525 train 0.008131 67526 train 0.008431 67527 train 0.006939 67528 train 0.008126 67529 train 0.008447 67530 train 0.009164 67531 train 0.008951 67532 train 0.007603 67533 train 0.008011 67534 train 0.011277 67535 train 0.006730 67536 train 0.009061 67537 train 0.006266 67538 train 0.013857 67539 train 0.007250 67540 train 0.008401 67541 train 0.008030 67542 train 0.006600 67543 train 0.008648 67544 train 0.007342 67545 train 0.008567 67546 train 0.007607 67547 train 0.010070 67548 train 0.008758 67549 train 0.008433 67550 val 19.6923 67550 train 0.007815 67551 train 0.013578 67552 train 0.007258 67553 train 0.006947 67554 train 0.008077 67555 train 0.009505 67556 train 0.007677 67557 train 0.009026 67558 train 0.007642 67559 train 0.011010 67560 train 0.007934 67561 train 0.008795 67562 train 0.006910 67563 train 0.007506 67564 train 0.007704 67565 train 0.007489 67566 train 0.009999 67567 train 0.008714 67568 train 0.008118 67569 train 0.008622 67570 train 0.008582 67571 train 0.009345 67572 train 0.007949 67573 train 0.007886 67574 train 0.014885 67575 val 19.5567 67575 train 0.008341 67576 train 0.012088 67577 train 0.008682 67578 train 0.007275 67579 train 0.010674 67580 train 0.009307 67581 train 0.011926 67582 train 0.008113 67583 train 0.009293 67584 train 0.007310 67585 train 0.007951 67586 train 0.007048 67587 train 0.011082 67588 train 0.007949 67589 train 0.008086 67590 train 0.010133 67591 train 0.008855 67592 train 0.007816 67593 train 0.008816 67594 train 0.009021 67595 train 0.028275 67596 train 0.008322 67597 train 0.008200 67598 train 0.007439 67599 train 0.007981 67600 val 19.5428 67600 train 0.008725 67601 train 0.007866 67602 train 0.009892 67603 train 0.008754 67604 train 0.008107 67605 train 0.008123 67606 train 0.009051 67607 train 0.012440 67608 train 0.008554 67609 train 0.008358 67610 train 0.039205 67611 train 0.009509 67612 train 0.013496 67613 train 0.008855 67614 train 0.009371 67615 train 0.011072 67616 train 0.008881 67617 train 0.010667 67618 train 0.007335 67619 train 0.010770 67620 train 0.007347 67621 train 0.008359 67622 train 0.007749 67623 train 0.008131 67624 train 0.008668 67625 val 19.6164 67625 train 0.010230 67626 train 0.010169 67627 train 0.009383 67628 train 0.009238 67629 train 0.009073 67630 train 0.007248 67631 train 0.021615 67632 train 0.006996 67633 train 0.008263 67634 train 0.008042 67635 train 0.008949 67636 train 0.009120 67637 train 0.007018 67638 train 0.007306 67639 train 0.007507 67640 train 0.008203 67641 train 0.008071 67642 train 0.008026 67643 train 0.011947 67644 train 0.007463 67645 train 0.013136 67646 train 0.017178 67647 train 0.007962 67648 train 0.016005 67649 train 0.009730 67650 val 19.5426 67650 train 0.009176 67651 train 0.009861 67652 train 0.008531 67653 train 0.009820 67654 train 0.007538 67655 train 0.007925 67656 train 0.007839 67657 train 0.007949 67658 train 0.007766 67659 train 0.008513 67660 train 0.008144 67661 train 0.007589 67662 train 0.008788 67663 train 0.006775 67664 train 0.008895 67665 train 0.009610 67666 train 0.006996 67667 train 0.018312 67668 train 0.006700 67669 train 0.006182 67670 train 0.006326 67671 train 0.008163 67672 train 0.007509 67673 train 0.006782 67674 train 0.006523 67675 val 19.6079 67675 train 0.007603 67676 train 0.007394 67677 train 0.006691 67678 train 0.008367 67679 train 0.007320 67680 train 0.007367 67681 train 0.014097 67682 train 0.011074 67683 train 0.008153 67684 train 0.009022 67685 train 0.006998 67686 train 0.008689 67687 train 0.009040 67688 train 0.007544 67689 train 0.008499 67690 train 0.006907 67691 train 0.007094 67692 train 0.006613 67693 train 0.006709 67694 train 0.006949 67695 train 0.008181 67696 train 0.007736 67697 train 0.007270 67698 train 0.008861 67699 train 0.008141 67700 val 19.5903 67700 train 0.010366 67701 train 0.009377 67702 train 0.008875 67703 train 0.009022 67704 train 0.007631 67705 train 0.008154 67706 train 0.007568 67707 train 0.008118 67708 train 0.008406 67709 train 0.007919 67710 train 0.007453 67711 train 0.006984 67712 train 0.007781 67713 train 0.007918 67714 train 0.007350 67715 train 0.007682 67716 train 0.007194 67717 train 0.010605 67718 train 0.008024 67719 train 0.009213 67720 train 0.009549 67721 train 0.008368 67722 train 0.008920 67723 train 0.007940 67724 train 0.008090 67725 val 19.5466 67725 train 0.009785 67726 train 0.006954 67727 train 0.008156 67728 train 0.007872 67729 train 0.007768 67730 train 0.007713 67731 train 0.011016 67732 train 0.007950 67733 train 0.006619 67734 train 0.007939 67735 train 0.007703 67736 train 0.035583 67737 train 0.008317 67738 train 0.009865 67739 train 0.008897 67740 train 0.009520 67741 train 0.008870 67742 train 0.009160 67743 train 0.008968 67744 train 0.009184 67745 train 0.008188 67746 train 0.008653 67747 train 0.007675 67748 train 0.010352 67749 train 0.007265 67750 val 19.6323 67750 train 0.009112 67751 train 0.008732 67752 train 0.007911 67753 train 0.009721 67754 train 0.008511 67755 train 0.011168 67756 train 0.007654 67757 train 0.009496 67758 train 0.008358 67759 train 0.009450 67760 train 0.007781 67761 train 0.009182 67762 train 0.009748 67763 train 0.008827 67764 train 0.008166 67765 train 0.008805 67766 train 0.010235 67767 train 0.015489 67768 train 0.008654 67769 train 0.008558 67770 train 0.009104 67771 train 0.008361 67772 train 0.027893 67773 train 0.007911 67774 train 0.009922 67775 val 19.6069 67775 train 0.008849 67776 train 0.007488 67777 train 0.008775 67778 train 0.008367 67779 train 0.011226 67780 train 0.007512 67781 train 0.009168 67782 train 0.009495 67783 train 0.010846 67784 train 0.010676 67785 train 0.007415 67786 train 0.008334 67787 train 0.007629 67788 train 0.007244 67789 train 0.008009 67790 train 0.008685 67791 train 0.008767 67792 train 0.007385 67793 train 0.009751 67794 train 0.008788 67795 train 0.008657 67796 train 0.007524 67797 train 0.007068 67798 train 0.007628 67799 train 0.008568 67800 val 19.5812 67800 train 0.006415 67801 train 0.008410 67802 train 0.007789 67803 train 0.010729 67804 train 0.008294 67805 train 0.007989 67806 train 0.009014 67807 train 0.007602 67808 train 0.044014 67809 train 0.007889 67810 train 0.009036 67811 train 0.009545 67812 train 0.008591 67813 train 0.009096 67814 train 0.008171 67815 train 0.010997 67816 train 0.008359 67817 train 0.007371 67818 train 0.011570 67819 train 0.008334 67820 train 0.011111 67821 train 0.007930 67822 train 0.007909 67823 train 0.008625 67824 train 0.008701 67825 val 19.5334 67825 train 0.009779 67826 train 0.007339 67827 train 0.008803 67828 train 0.008355 67829 train 0.010695 67830 train 0.008966 67831 train 0.011400 67832 train 0.006953 67833 train 0.008504 67834 train 0.008906 67835 train 0.008767 67836 train 0.007932 67837 train 0.009095 67838 train 0.007478 67839 train 0.009587 67840 train 0.007813 67841 train 0.008329 67842 train 0.009118 67843 train 0.009082 67844 train 0.008855 67845 train 0.012804 67846 train 0.009231 67847 train 0.008342 67848 train 0.008638 67849 train 0.007216 67850 val 19.5959 67850 train 0.006957 67851 train 0.008625 67852 train 0.007216 67853 train 0.006120 67854 train 0.007667 67855 train 0.008811 67856 train 0.012459 67857 train 0.007514 67858 train 0.005969 67859 train 0.006436 67860 train 0.007798 67861 train 0.011226 67862 train 0.007488 67863 train 0.009125 67864 train 0.007841 67865 train 0.008123 67866 train 0.013184 67867 train 0.007162 67868 train 0.006236 67869 train 0.008220 67870 train 0.007687 67871 train 0.007527 67872 train 0.007810 67873 train 0.007136 67874 train 0.007310 67875 val 19.5821 67875 train 0.010111 67876 train 0.006803 67877 train 0.009616 67878 train 0.007691 67879 train 0.007577 67880 train 0.009182 67881 train 0.008385 67882 train 0.007720 67883 train 0.007184 67884 train 0.006973 67885 train 0.007770 67886 train 0.006738 67887 train 0.008235 67888 train 0.008764 67889 train 0.006955 67890 train 0.007432 67891 train 0.010110 67892 train 0.014305 67893 train 0.007286 67894 train 0.007150 67895 train 0.008321 67896 train 0.007221 67897 train 0.007532 67898 train 0.006326 67899 train 0.008826 67900 val 19.6186 67900 train 0.008083 67901 train 0.007854 67902 train 0.009623 67903 train 0.006653 67904 train 0.007837 67905 train 0.007596 67906 train 0.008332 67907 train 0.007702 67908 train 0.008497 67909 train 0.007563 67910 train 0.013152 67911 train 0.012666 67912 train 0.008699 67913 train 0.010020 67914 train 0.008649 67915 train 0.008080 67916 train 0.009604 67917 train 0.009533 67918 train 0.009196 67919 train 0.008607 67920 train 0.006655 67921 train 0.010597 67922 train 0.008046 67923 train 0.009078 67924 train 0.009532 67925 val 19.6367 67925 train 0.008856 67926 train 0.008751 67927 train 0.009273 67928 train 0.012297 67929 train 0.008817 67930 train 0.006768 67931 train 0.010490 67932 train 0.009087 67933 train 0.008250 67934 train 0.007496 67935 train 0.008998 67936 train 0.009636 67937 train 0.008991 67938 train 0.010440 67939 train 0.008126 67940 train 0.008988 67941 train 0.008437 67942 train 0.011017 67943 train 0.008633 67944 train 0.007657 67945 train 0.009883 67946 train 0.018153 67947 train 0.017266 67948 train 0.009771 67949 train 0.010558 67950 val 19.5030 67950 train 0.008850 67951 train 0.009259 67952 train 0.008860 67953 train 0.007784 67954 train 0.011307 67955 train 0.009356 67956 train 0.006540 67957 train 0.008786 67958 train 0.008161 67959 train 0.008158 67960 train 0.007514 67961 train 0.009697 67962 train 0.010018 67963 train 0.009086 67964 train 0.011628 67965 train 0.019385 67966 train 0.008559 67967 train 0.008425 67968 train 0.008567 67969 train 0.011298 67970 train 0.007474 67971 train 0.008181 67972 train 0.009127 67973 train 0.012033 67974 train 0.008292 67975 val 19.5815 67975 train 0.007455 67976 train 0.009597 67977 train 0.008171 67978 train 0.010660 67979 train 0.012226 67980 train 0.006893 67981 train 0.008480 67982 train 0.007867 67983 train 0.011801 67984 train 0.009494 67985 train 0.008493 67986 train 0.008747 67987 train 0.011866 67988 train 0.009289 67989 train 0.007340 67990 train 0.009028 67991 train 0.007934 67992 train 0.006636 67993 train 0.007641 67994 train 0.009046 67995 train 0.009329 67996 train 0.008081 67997 train 0.009578 67998 train 0.006658 67999 train 0.008263 68000 val 19.5715 68000 train 0.008629 68001 train 0.010889 68002 train 0.008772 68003 train 0.007108 68004 train 0.007533 68005 train 0.041207 68006 train 0.008699 68007 train 0.008607 68008 train 0.007929 68009 train 0.007898 68010 train 0.010468 68011 train 0.008801 68012 train 0.007662 68013 train 0.009987 68014 train 0.009663 68015 train 0.037033 68016 train 0.006668 68017 train 0.008773 68018 train 0.008346 68019 train 0.010533 68020 train 0.009470 68021 train 0.008419 68022 train 0.007998 68023 train 0.010640 68024 train 0.010086 68025 val 19.5047 68025 train 0.008095 68026 train 0.007379 68027 train 0.008223 68028 train 0.007334 68029 train 0.008297 68030 train 0.008551 68031 train 0.008507 68032 train 0.008276 68033 train 0.012627 68034 train 0.007400 68035 train 0.010765 68036 train 0.010447 68037 train 0.009123 68038 train 0.009525 68039 train 0.007877 68040 train 0.006870 68041 train 0.016703 68042 train 0.006711 68043 train 0.008943 68044 train 0.009157 68045 train 0.007410 68046 train 0.009474 68047 train 0.007326 68048 train 0.006486 68049 train 0.008569 68050 val 19.6221 68050 train 0.006615 68051 train 0.013901 68052 train 0.006947 68053 train 0.008554 68054 train 0.008131 68055 train 0.007669 68056 train 0.009273 68057 train 0.008304 68058 train 0.007541 68059 train 0.007946 68060 train 0.008492 68061 train 0.007535 68062 train 0.006683 68063 train 0.006762 68064 train 0.006447 68065 train 0.008440 68066 train 0.006933 68067 train 0.007175 68068 train 0.008815 68069 train 0.009290 68070 train 0.008078 68071 train 0.010619 68072 train 0.008074 68073 train 0.008250 68074 train 0.011724 68075 val 19.6107 68075 train 0.007674 68076 train 0.008027 68077 train 0.015009 68078 train 0.007113 68079 train 0.008675 68080 train 0.007640 68081 train 0.007874 68082 train 0.009194 68083 train 0.006784 68084 train 0.008432 68085 train 0.008201 68086 train 0.006821 68087 train 0.009706 68088 train 0.007497 68089 train 0.007718 68090 train 0.006933 68091 train 0.007815 68092 train 0.011541 68093 train 0.008078 68094 train 0.007241 68095 train 0.007500 68096 train 0.007078 68097 train 0.007152 68098 train 0.006762 68099 train 0.007554 68100 val 19.5563 68100 train 0.007332 68101 train 0.007592 68102 train 0.007348 68103 train 0.008708 68104 train 0.008574 68105 train 0.009644 68106 train 0.007373 68107 train 0.007791 68108 train 0.008387 68109 train 0.007987 68110 train 0.007842 68111 train 0.009236 68112 train 0.008522 68113 train 0.007228 68114 train 0.007839 68115 train 0.008781 68116 train 0.008939 68117 train 0.010639 68118 train 0.008233 68119 train 0.007244 68120 train 0.011289 68121 train 0.006439 68122 train 0.007294 68123 train 0.010046 68124 train 0.007766 68125 val 19.5356 68125 train 0.009783 68126 train 0.008235 68127 train 0.007466 68128 train 0.009138 68129 train 0.007961 68130 train 0.008000 68131 train 0.008283 68132 train 0.008218 68133 train 0.007829 68134 train 0.007707 68135 train 0.011764 68136 train 0.008909 68137 train 0.010381 68138 train 0.007469 68139 train 0.009321 68140 train 0.009769 68141 train 0.008882 68142 train 0.010244 68143 train 0.009058 68144 train 0.007318 68145 train 0.008608 68146 train 0.008208 68147 train 0.010296 68148 train 0.008493 68149 train 0.009317 68150 val 19.5850 68150 train 0.007500 68151 train 0.008395 68152 train 0.009483 68153 train 0.012916 68154 train 0.007885 68155 train 0.010328 68156 train 0.008576 68157 train 0.006677 68158 train 0.009061 68159 train 0.009106 68160 train 0.009365 68161 train 0.013556 68162 train 0.010626 68163 train 0.007933 68164 train 0.007698 68165 train 0.009378 68166 train 0.008683 68167 train 0.007426 68168 train 0.011545 68169 train 0.007630 68170 train 0.006773 68171 train 0.025755 68172 train 0.013303 68173 train 0.011736 68174 train 0.009258 68175 val 19.5707 68175 train 0.010869 68176 train 0.008876 68177 train 0.008519 68178 train 0.010219 68179 train 0.009795 68180 train 0.007400 68181 train 0.007924 68182 train 0.007812 68183 train 0.008953 68184 train 0.011788 68185 train 0.007841 68186 train 0.008453 68187 train 0.008327 68188 train 0.009542 68189 train 0.011103 68190 train 0.007823 68191 train 0.007771 68192 train 0.009673 68193 train 0.007874 68194 train 0.011627 68195 train 0.007307 68196 train 0.009317 68197 train 0.010023 68198 train 0.008158 68199 train 0.006599 68200 val 19.5465 68200 train 0.008087 68201 train 0.008300 68202 train 0.011270 68203 train 0.007856 68204 train 0.008361 68205 train 0.009241 68206 train 0.007224 68207 train 0.019393 68208 train 0.017004 68209 train 0.014666 68210 train 0.009414 68211 train 0.009109 68212 train 0.009246 68213 train 0.007032 68214 train 0.008005 68215 train 0.008771 68216 train 0.008407 68217 train 0.007932 68218 train 0.007741 68219 train 0.007338 68220 train 0.011044 68221 train 0.007290 68222 train 0.010925 68223 train 0.007076 68224 train 0.008231 68225 val 19.5162 68225 train 0.008743 68226 train 0.007357 68227 train 0.007289 68228 train 0.008550 68229 train 0.006732 68230 train 0.008807 68231 train 0.006130 68232 train 0.008587 68233 train 0.007756 68234 train 0.007424 68235 train 0.006988 68236 train 0.010643 68237 train 0.008450 68238 train 0.025723 68239 train 0.007317 68240 train 0.007300 68241 train 0.008477 68242 train 0.006947 68243 train 0.013889 68244 train 0.009424 68245 train 0.009688 68246 train 0.008878 68247 train 0.009103 68248 train 0.007228 68249 train 0.008235 68250 val 19.5373 68250 train 0.008729 68251 train 0.006750 68252 train 0.005744 68253 train 0.005753 68254 train 0.007155 68255 train 0.006783 68256 train 0.012032 68257 train 0.008623 68258 train 0.008555 68259 train 0.007198 68260 train 0.007045 68261 train 0.007058 68262 train 0.005991 68263 train 0.006629 68264 train 0.007364 68265 train 0.007124 68266 train 0.007398 68267 train 0.007139 68268 train 0.011142 68269 train 0.006840 68270 train 0.007471 68271 train 0.009536 68272 train 0.015041 68273 train 0.007723 68274 train 0.011851 68275 val 19.3976 68275 train 0.006268 68276 train 0.006846 68277 train 0.007642 68278 train 0.006992 68279 train 0.007531 68280 train 0.009603 68281 train 0.016235 68282 train 0.009323 68283 train 0.011042 68284 train 0.006240 68285 train 0.009281 68286 train 0.007359 68287 train 0.007918 68288 train 0.006757 68289 train 0.005962 68290 train 0.009816 68291 train 0.006419 68292 train 0.008918 68293 train 0.007812 68294 train 0.008488 68295 train 0.008923 68296 train 0.006625 68297 train 0.007470 68298 train 0.007252 68299 train 0.008042 68300 val 19.5336 68300 train 0.007547 68301 train 0.007942 68302 train 0.009820 68303 train 0.010960 68304 train 0.012216 68305 train 0.008209 68306 train 0.006908 68307 train 0.007591 68308 train 0.012699 68309 train 0.007918 68310 train 0.008221 68311 train 0.007156 68312 train 0.008249 68313 train 0.011237 68314 train 0.006594 68315 train 0.006063 68316 train 0.012117 68317 train 0.019505 68318 train 0.009370 68319 train 0.007876 68320 train 0.007404 68321 train 0.010418 68322 train 0.008377 68323 train 0.008387 68324 train 0.007135 68325 val 19.4399 68325 train 0.007738 68326 train 0.009484 68327 train 0.007299 68328 train 0.007220 68329 train 0.008366 68330 train 0.010183 68331 train 0.008154 68332 train 0.007063 68333 train 0.008020 68334 train 0.007676 68335 train 0.008123 68336 train 0.010154 68337 train 0.009810 68338 train 0.007500 68339 train 0.008554 68340 train 0.010396 68341 train 0.010872 68342 train 0.007687 68343 train 0.007707 68344 train 0.008381 68345 train 0.007104 68346 train 0.007545 68347 train 0.008266 68348 train 0.007762 68349 train 0.006673 68350 val 19.5439 68350 train 0.007290 68351 train 0.006747 68352 train 0.008363 68353 train 0.010836 68354 train 0.007958 68355 train 0.007889 68356 train 0.007701 68357 train 0.008831 68358 train 0.007285 68359 train 0.007290 68360 train 0.006457 68361 train 0.007773 68362 train 0.008616 68363 train 0.008523 68364 train 0.007646 68365 train 0.006838 68366 train 0.009152 68367 train 0.007093 68368 train 0.007791 68369 train 0.007148 68370 train 0.009759 68371 train 0.010244 68372 train 0.008148 68373 train 0.009538 68374 train 0.007941 68375 val 19.5807 68375 train 0.009154 68376 train 0.008025 68377 train 0.011416 68378 train 0.013976 68379 train 0.007516 68380 train 0.009036 68381 train 0.008209 68382 train 0.008365 68383 train 0.009122 68384 train 0.006339 68385 train 0.007407 68386 train 0.007869 68387 train 0.006395 68388 train 0.007330 68389 train 0.008723 68390 train 0.007902 68391 train 0.006906 68392 train 0.008583 68393 train 0.006860 68394 train 0.008685 68395 train 0.010865 68396 train 0.006716 68397 train 0.007676 68398 train 0.007319 68399 train 0.007607 68400 val 19.5825 68400 train 0.009607 68401 train 0.007597 68402 train 0.007944 68403 train 0.006884 68404 train 0.008372 68405 train 0.008232 68406 train 0.010966 68407 train 0.010988 68408 train 0.008956 68409 train 0.008025 68410 train 0.009673 68411 train 0.007075 68412 train 0.007217 68413 train 0.009001 68414 train 0.011595 68415 train 0.007864 68416 train 0.011869 68417 train 0.007681 68418 train 0.007225 68419 train 0.008599 68420 train 0.007434 68421 train 0.007315 68422 train 0.008591 68423 train 0.008280 68424 train 0.010208 68425 val 19.5397 68425 train 0.009460 68426 train 0.007359 68427 train 0.008754 68428 train 0.010228 68429 train 0.007318 68430 train 0.007833 68431 train 0.011416 68432 train 0.007601 68433 train 0.007574 68434 train 0.008177 68435 train 0.007772 68436 train 0.008956 68437 train 0.008426 68438 train 0.009272 68439 train 0.007323 68440 train 0.008003 68441 train 0.008494 68442 train 0.016707 68443 train 0.011315 68444 train 0.011209 68445 train 0.011651 68446 train 0.011784 68447 train 0.005941 68448 train 0.008022 68449 train 0.007889 68450 val 19.5740 68450 train 0.013123 68451 train 0.008941 68452 train 0.010640 68453 train 0.007618 68454 train 0.007521 68455 train 0.007772 68456 train 0.008593 68457 train 0.008003 68458 train 0.008129 68459 train 0.008224 68460 train 0.011676 68461 train 0.007190 68462 train 0.008019 68463 train 0.008470 68464 train 0.011141 68465 train 0.006758 68466 train 0.007711 68467 train 0.008031 68468 train 0.007134 68469 train 0.006121 68470 train 0.007178 68471 train 0.007738 68472 train 0.009026 68473 train 0.010417 68474 train 0.007936 68475 val 19.4966 68475 train 0.009533 68476 train 0.007864 68477 train 0.009217 68478 train 0.014533 68479 train 0.011981 68480 train 0.008068 68481 train 0.007415 68482 train 0.012088 68483 train 0.008104 68484 train 0.008924 68485 train 0.009181 68486 train 0.010757 68487 train 0.007071 68488 train 0.006909 68489 train 0.006023 68490 train 0.007144 68491 train 0.006542 68492 train 0.007204 68493 train 0.007026 68494 train 0.007716 68495 train 0.008399 68496 train 0.007746 68497 train 0.007566 68498 train 0.008486 68499 train 0.008626 68500 val 19.6040 68500 train 0.010968 68501 train 0.007923 68502 train 0.008290 68503 train 0.007829 68504 train 0.011516 68505 train 0.006811 68506 train 0.007341 68507 train 0.008142 68508 train 0.008594 68509 train 0.007370 68510 train 0.011755 68511 train 0.010880 68512 train 0.007632 68513 train 0.010363 68514 train 0.008223 68515 train 0.013779 68516 train 0.008841 68517 train 0.010448 68518 train 0.009821 68519 train 0.008248 68520 train 0.008880 68521 train 0.009597 68522 train 0.008396 68523 train 0.006901 68524 train 0.008145 68525 val 19.5332 68525 train 0.006478 68526 train 0.007398 68527 train 0.007625 68528 train 0.006591 68529 train 0.007693 68530 train 0.006310 68531 train 0.006905 68532 train 0.007635 68533 train 0.007022 68534 train 0.009139 68535 train 0.008735 68536 train 0.009132 68537 train 0.009212 68538 train 0.007400 68539 train 0.008399 68540 train 0.009003 68541 train 0.006467 68542 train 0.006968 68543 train 0.008893 68544 train 0.007646 68545 train 0.006885 68546 train 0.007771 68547 train 0.008075 68548 train 0.009230 68549 train 0.011194 68550 val 19.5049 68550 train 0.008295 68551 train 0.009943 68552 train 0.009570 68553 train 0.011225 68554 train 0.007378 68555 train 0.007239 68556 train 0.008940 68557 train 0.007539 68558 train 0.008638 68559 train 0.007842 68560 train 0.007213 68561 train 0.007234 68562 train 0.008795 68563 train 0.008339 68564 train 0.007323 68565 train 0.008779 68566 train 0.007362 68567 train 0.007982 68568 train 0.008371 68569 train 0.007720 68570 train 0.010120 68571 train 0.008623 68572 train 0.009062 68573 train 0.011594 68574 train 0.006180 68575 val 19.5160 68575 train 0.007953 68576 train 0.011102 68577 train 0.008052 68578 train 0.008245 68579 train 0.010254 68580 train 0.008175 68581 train 0.008665 68582 train 0.007911 68583 train 0.008959 68584 train 0.011416 68585 train 0.012097 68586 train 0.009461 68587 train 0.008850 68588 train 0.008702 68589 train 0.011233 68590 train 0.007562 68591 train 0.007762 68592 train 0.010684 68593 train 0.010215 68594 train 0.008472 68595 train 0.007749 68596 train 0.007738 68597 train 0.009839 68598 train 0.008118 68599 train 0.009988 68600 val 19.4411 68600 train 0.009019 68601 train 0.008102 68602 train 0.008313 68603 train 0.007170 68604 train 0.008609 68605 train 0.008006 68606 train 0.008733 68607 train 0.008061 68608 train 0.009399 68609 train 0.009906 68610 train 0.007074 68611 train 0.008726 68612 train 0.008639 68613 train 0.007541 68614 train 0.007167 68615 train 0.007242 68616 train 0.008358 68617 train 0.006953 68618 train 0.007641 68619 train 0.008284 68620 train 0.009751 68621 train 0.010672 68622 train 0.008638 68623 train 0.008970 68624 train 0.010748 68625 val 19.4653 68625 train 0.011182 68626 train 0.006595 68627 train 0.006351 68628 train 0.011516 68629 train 0.009969 68630 train 0.008422 68631 train 0.008307 68632 train 0.007368 68633 train 0.010217 68634 train 0.008550 68635 train 0.010461 68636 train 0.007902 68637 train 0.007246 68638 train 0.010071 68639 train 0.008713 68640 train 0.007715 68641 train 0.007703 68642 train 0.008358 68643 train 0.007408 68644 train 0.009492 68645 train 0.008125 68646 train 0.007607 68647 train 0.009180 68648 train 0.006985 68649 train 0.014654 68650 val 19.5341 68650 train 0.007483 68651 train 0.007143 68652 train 0.007080 68653 train 0.007426 68654 train 0.007680 68655 train 0.007364 68656 train 0.012216 68657 train 0.009643 68658 train 0.007174 68659 train 0.011829 68660 train 0.011642 68661 train 0.009554 68662 train 0.006633 68663 train 0.006958 68664 train 0.009054 68665 train 0.012793 68666 train 0.008996 68667 train 0.009091 68668 train 0.007068 68669 train 0.011376 68670 train 0.009093 68671 train 0.010212 68672 train 0.010596 68673 train 0.007438 68674 train 0.010020 68675 val 19.4515 68675 train 0.008855 68676 train 0.008086 68677 train 0.008265 68678 train 0.007179 68679 train 0.006993 68680 train 0.008621 68681 train 0.007764 68682 train 0.006818 68683 train 0.007619 68684 train 0.008033 68685 train 0.011925 68686 train 0.009868 68687 train 0.007235 68688 train 0.008729 68689 train 0.006626 68690 train 0.006649 68691 train 0.007955 68692 train 0.014220 68693 train 0.011585 68694 train 0.007269 68695 train 0.007193 68696 train 0.008671 68697 train 0.007769 68698 train 0.007348 68699 train 0.008499 68700 val 19.4895 68700 train 0.008022 68701 train 0.011602 68702 train 0.007768 68703 train 0.009149 68704 train 0.007789 68705 train 0.015952 68706 train 0.006553 68707 train 0.008333 68708 train 0.009650 68709 train 0.008244 68710 train 0.009363 68711 train 0.008310 68712 train 0.008607 68713 train 0.007957 68714 train 0.007011 68715 train 0.007587 68716 train 0.008538 68717 train 0.007159 68718 train 0.006669 68719 train 0.007313 68720 train 0.007813 68721 train 0.008864 68722 train 0.012128 68723 train 0.007559 68724 train 0.007306 68725 val 19.5565 68725 train 0.006928 68726 train 0.007854 68727 train 0.007351 68728 train 0.010726 68729 train 0.008469 68730 train 0.007384 68731 train 0.009002 68732 train 0.009373 68733 train 0.008763 68734 train 0.007147 68735 train 0.007376 68736 train 0.007543 68737 train 0.008793 68738 train 0.007937 68739 train 0.008181 68740 train 0.007228 68741 train 0.014297 68742 train 0.008470 68743 train 0.008565 68744 train 0.008425 68745 train 0.008637 68746 train 0.006817 68747 train 0.007479 68748 train 0.008567 68749 train 0.008137 68750 val 19.4610 68750 train 0.007467 68751 train 0.008563 68752 train 0.008202 68753 train 0.008340 68754 train 0.007651 68755 train 0.008569 68756 train 0.008943 68757 train 0.007118 68758 train 0.016609 68759 train 0.007430 68760 train 0.006873 68761 train 0.007566 68762 train 0.009376 68763 train 0.007027 68764 train 0.007729 68765 train 0.009234 68766 train 0.008803 68767 train 0.010646 68768 train 0.006662 68769 train 0.009194 68770 train 0.008123 68771 train 0.007071 68772 train 0.007841 68773 train 0.008900 68774 train 0.008340 68775 val 19.4119 68775 train 0.008071 68776 train 0.006625 68777 train 0.015818 68778 train 0.008322 68779 train 0.007134 68780 train 0.008494 68781 train 0.008651 68782 train 0.006739 68783 train 0.008003 68784 train 0.010617 68785 train 0.007783 68786 train 0.009154 68787 train 0.008201 68788 train 0.011219 68789 train 0.008497 68790 train 0.008322 68791 train 0.013274 68792 train 0.008189 68793 train 0.007638 68794 train 0.016502 68795 train 0.008896 68796 train 0.009540 68797 train 0.008490 68798 train 0.009007 68799 train 0.006114 68800 val 19.4728 68800 train 0.010048 68801 train 0.008346 68802 train 0.008424 68803 train 0.014719 68804 train 0.006745 68805 train 0.008829 68806 train 0.008904 68807 train 0.009150 68808 train 0.008115 68809 train 0.006768 68810 train 0.009334 68811 train 0.007607 68812 train 0.007702 68813 train 0.008900 68814 train 0.007753 68815 train 0.006285 68816 train 0.007197 68817 train 0.007194 68818 train 0.007216 68819 train 0.010264 68820 train 0.010203 68821 train 0.009278 68822 train 0.007774 68823 train 0.006779 68824 train 0.013267 68825 val 19.4890 68825 train 0.007894 68826 train 0.010796 68827 train 0.008781 68828 train 0.006891 68829 train 0.008023 68830 train 0.012265 68831 train 0.012873 68832 train 0.008281 68833 train 0.008263 68834 train 0.006999 68835 train 0.006047 68836 train 0.007159 68837 train 0.007664 68838 train 0.008823 68839 train 0.008574 68840 train 0.007178 68841 train 0.011506 68842 train 0.009142 68843 train 0.007917 68844 train 0.009289 68845 train 0.007035 68846 train 0.008480 68847 train 0.008784 68848 train 0.007689 68849 train 0.006730 68850 val 19.4934 68850 train 0.007456 68851 train 0.006981 68852 train 0.007008 68853 train 0.007855 68854 train 0.007191 68855 train 0.007508 68856 train 0.008900 68857 train 0.009432 68858 train 0.007009 68859 train 0.007154 68860 train 0.009231 68861 train 0.008406 68862 train 0.008061 68863 train 0.014165 68864 train 0.006299 68865 train 0.007966 68866 train 0.007958 68867 train 0.008222 68868 train 0.007969 68869 train 0.009356 68870 train 0.006085 68871 train 0.007739 68872 train 0.008484 68873 train 0.007840 68874 train 0.006109 68875 val 19.5142 68875 train 0.006833 68876 train 0.008047 68877 train 0.008130 68878 train 0.008433 68879 train 0.007698 68880 train 0.007348 68881 train 0.008533 68882 train 0.008227 68883 train 0.009555 68884 train 0.009256 68885 train 0.007074 68886 train 0.008803 68887 train 0.006583 68888 train 0.007898 68889 train 0.007938 68890 train 0.006416 68891 train 0.007989 68892 train 0.013887 68893 train 0.008537 68894 train 0.006105 68895 train 0.007091 68896 train 0.008823 68897 train 0.008924 68898 train 0.007720 68899 train 0.010643 68900 val 19.5282 68900 train 0.006912 68901 train 0.006578 68902 train 0.007171 68903 train 0.007302 68904 train 0.011248 68905 train 0.008349 68906 train 0.005998 68907 train 0.006719 68908 train 0.007706 68909 train 0.007096 68910 train 0.007186 68911 train 0.007892 68912 train 0.007619 68913 train 0.007650 68914 train 0.007906 68915 train 0.007755 68916 train 0.007887 68917 train 0.008507 68918 train 0.008000 68919 train 0.009677 68920 train 0.009161 68921 train 0.007124 68922 train 0.009760 68923 train 0.007677 68924 train 0.009275 68925 val 19.5493 68925 train 0.007330 68926 train 0.007646 68927 train 0.007777 68928 train 0.025095 68929 train 0.006467 68930 train 0.006847 68931 train 0.008543 68932 train 0.007941 68933 train 0.008171 68934 train 0.011454 68935 train 0.009834 68936 train 0.009635 68937 train 0.008666 68938 train 0.008499 68939 train 0.009742 68940 train 0.008666 68941 train 0.008123 68942 train 0.007944 68943 train 0.009401 68944 train 0.007653 68945 train 0.007414 68946 train 0.006847 68947 train 0.006993 68948 train 0.010530 68949 train 0.007585 68950 val 19.5174 68950 train 0.007627 68951 train 0.007947 68952 train 0.008812 68953 train 0.007650 68954 train 0.010216 68955 train 0.008086 68956 train 0.010102 68957 train 0.008393 68958 train 0.010265 68959 train 0.006842 68960 train 0.009494 68961 train 0.007683 68962 train 0.007241 68963 train 0.008824 68964 train 0.018333 68965 train 0.007209 68966 train 0.007652 68967 train 0.008096 68968 train 0.009206 68969 train 0.007121 68970 train 0.023529 68971 train 0.007156 68972 train 0.006526 68973 train 0.008640 68974 train 0.008790 68975 val 19.4537 68975 train 0.007693 68976 train 0.008078 68977 train 0.008038 68978 train 0.008311 68979 train 0.008169 68980 train 0.008071 68981 train 0.007480 68982 train 0.008687 68983 train 0.007886 68984 train 0.011157 68985 train 0.007965 68986 train 0.005997 68987 train 0.007298 68988 train 0.006620 68989 train 0.006896 68990 train 0.011606 68991 train 0.007486 68992 train 0.007876 68993 train 0.008567 68994 train 0.007173 68995 train 0.007644 68996 train 0.009676 68997 train 0.007567 68998 train 0.008122 68999 train 0.027168 69000 val 19.4936 69000 train 0.010419 69001 train 0.007930 69002 train 0.007446 69003 train 0.007618 69004 train 0.010662 69005 train 0.006129 69006 train 0.016175 69007 train 0.007220 69008 train 0.008189 69009 train 0.008537 69010 train 0.008878 69011 train 0.008295 69012 train 0.008838 69013 train 0.008514 69014 train 0.007660 69015 train 0.006533 69016 train 0.008542 69017 train 0.008212 69018 train 0.008875 69019 train 0.007774 69020 train 0.008475 69021 train 0.009188 69022 train 0.005563 69023 train 0.007403 69024 train 0.008718 69025 val 19.5161 69025 train 0.010361 69026 train 0.008849 69027 train 0.006929 69028 train 0.008264 69029 train 0.009370 69030 train 0.007457 69031 train 0.006787 69032 train 0.008813 69033 train 0.007297 69034 train 0.008120 69035 train 0.029467 69036 train 0.006499 69037 train 0.007103 69038 train 0.007065 69039 train 0.008424 69040 train 0.008148 69041 train 0.006745 69042 train 0.021284 69043 train 0.007440 69044 train 0.007531 69045 train 0.007826 69046 train 0.008014 69047 train 0.007599 69048 train 0.007173 69049 train 0.007289 69050 val 19.4106 69050 train 0.008265 69051 train 0.009588 69052 train 0.008401 69053 train 0.008281 69054 train 0.007851 69055 train 0.008604 69056 train 0.007460 69057 train 0.009492 69058 train 0.007795 69059 train 0.014954 69060 train 0.009229 69061 train 0.008771 69062 train 0.007493 69063 train 0.006928 69064 train 0.008197 69065 train 0.008846 69066 train 0.008928 69067 train 0.009000 69068 train 0.008252 69069 train 0.007417 69070 train 0.007732 69071 train 0.022972 69072 train 0.006651 69073 train 0.008030 69074 train 0.006579 69075 val 19.5317 69075 train 0.008660 69076 train 0.009040 69077 train 0.006209 69078 train 0.012039 69079 train 0.006532 69080 train 0.007246 69081 train 0.008232 69082 train 0.007642 69083 train 0.006933 69084 train 0.007630 69085 train 0.006320 69086 train 0.007499 69087 train 0.008944 69088 train 0.008845 69089 train 0.007025 69090 train 0.008084 69091 train 0.007996 69092 train 0.007282 69093 train 0.007881 69094 train 0.008148 69095 train 0.049464 69096 train 0.007362 69097 train 0.010274 69098 train 0.006918 69099 train 0.009062 69100 val 19.4096 69100 train 0.008563 69101 train 0.008822 69102 train 0.010792 69103 train 0.009049 69104 train 0.007799 69105 train 0.007777 69106 train 0.008454 69107 train 0.009132 69108 train 0.007120 69109 train 0.011186 69110 train 0.006865 69111 train 0.008735 69112 train 0.007259 69113 train 0.007258 69114 train 0.007614 69115 train 0.007367 69116 train 0.008106 69117 train 0.014464 69118 train 0.006388 69119 train 0.007627 69120 train 0.007911 69121 train 0.006770 69122 train 0.007640 69123 train 0.009724 69124 train 0.009178 69125 val 19.5190 69125 train 0.006411 69126 train 0.007142 69127 train 0.007914 69128 train 0.006533 69129 train 0.007728 69130 train 0.007690 69131 train 0.014418 69132 train 0.007010 69133 train 0.006459 69134 train 0.006302 69135 train 0.008023 69136 train 0.007619 69137 train 0.008067 69138 train 0.007217 69139 train 0.007933 69140 train 0.007264 69141 train 0.009020 69142 train 0.006630 69143 train 0.006944 69144 train 0.006097 69145 train 0.011397 69146 train 0.006231 69147 train 0.007217 69148 train 0.006092 69149 train 0.006446 69150 val 19.4835 69150 train 0.007375 69151 train 0.006616 69152 train 0.007608 69153 train 0.019950 69154 train 0.007366 69155 train 0.006546 69156 train 0.008214 69157 train 0.006399 69158 train 0.006001 69159 train 0.010299 69160 train 0.008297 69161 train 0.007060 69162 train 0.005225 69163 train 0.006946 69164 train 0.008724 69165 train 0.006984 69166 train 0.006968 69167 train 0.010651 69168 train 0.008512 69169 train 0.006751 69170 train 0.006168 69171 train 0.006212 69172 train 0.006868 69173 train 0.008732 69174 train 0.006732 69175 val 19.6000 69175 train 0.007477 69176 train 0.007391 69177 train 0.008915 69178 train 0.009231 69179 train 0.006728 69180 train 0.006882 69181 train 0.008584 69182 train 0.006675 69183 train 0.006902 69184 train 0.005599 69185 train 0.006976 69186 train 0.008254 69187 train 0.007580 69188 train 0.007289 69189 train 0.021143 69190 train 0.011661 69191 train 0.007567 69192 train 0.012527 69193 train 0.009089 69194 train 0.006934 69195 train 0.011085 69196 train 0.010016 69197 train 0.007353 69198 train 0.007441 69199 train 0.008746 69200 val 19.4947 69200 train 0.009260 69201 train 0.006655 69202 train 0.008152 69203 train 0.008446 69204 train 0.009343 69205 train 0.007545 69206 train 0.006832 69207 train 0.006786 69208 train 0.006331 69209 train 0.008285 69210 train 0.007083 69211 train 0.008757 69212 train 0.007983 69213 train 0.014828 69214 train 0.014546 69215 train 0.007044 69216 train 0.007022 69217 train 0.010225 69218 train 0.006839 69219 train 0.008116 69220 train 0.007230 69221 train 0.007844 69222 train 0.007732 69223 train 0.006965 69224 train 0.010960 69225 val 19.4570 69225 train 0.029389 69226 train 0.008536 69227 train 0.007314 69228 train 0.011342 69229 train 0.007019 69230 train 0.008574 69231 train 0.008123 69232 train 0.013525 69233 train 0.007241 69234 train 0.007920 69235 train 0.008154 69236 train 0.007238 69237 train 0.007607 69238 train 0.008473 69239 train 0.007809 69240 train 0.010060 69241 train 0.008142 69242 train 0.007364 69243 train 0.007021 69244 train 0.007143 69245 train 0.007847 69246 train 0.006763 69247 train 0.007094 69248 train 0.007327 69249 train 0.014413 69250 val 19.4821 69250 train 0.012242 69251 train 0.007798 69252 train 0.008252 69253 train 0.009205 69254 train 0.008914 69255 train 0.008321 69256 train 0.008850 69257 train 0.007567 69258 train 0.007605 69259 train 0.008210 69260 train 0.009098 69261 train 0.008688 69262 train 0.007344 69263 train 0.007435 69264 train 0.008124 69265 train 0.005656 69266 train 0.008099 69267 train 0.006606 69268 train 0.013052 69269 train 0.006437 69270 train 0.007616 69271 train 0.006971 69272 train 0.006181 69273 train 0.006105 69274 train 0.007374 69275 val 19.5196 69275 train 0.008627 69276 train 0.010674 69277 train 0.007635 69278 train 0.007225 69279 train 0.006077 69280 train 0.007096 69281 train 0.006738 69282 train 0.007756 69283 train 0.007909 69284 train 0.008200 69285 train 0.011937 69286 train 0.008318 69287 train 0.006713 69288 train 0.009735 69289 train 0.008588 69290 train 0.006596 69291 train 0.007911 69292 train 0.012184 69293 train 0.006884 69294 train 0.009550 69295 train 0.007411 69296 train 0.009467 69297 train 0.009609 69298 train 0.006398 69299 train 0.006097 69300 val 19.4327 69300 train 0.006595 69301 train 0.006428 69302 train 0.007966 69303 train 0.008027 69304 train 0.019627 69305 train 0.007610 69306 train 0.006569 69307 train 0.007631 69308 train 0.006232 69309 train 0.006337 69310 train 0.008214 69311 train 0.006977 69312 train 0.008352 69313 train 0.008334 69314 train 0.008957 69315 train 0.006644 69316 train 0.006796 69317 train 0.007049 69318 train 0.008988 69319 train 0.008557 69320 train 0.006932 69321 train 0.009963 69322 train 0.006004 69323 train 0.007854 69324 train 0.009108 69325 val 19.4636 69325 train 0.021681 69326 train 0.007214 69327 train 0.007631 69328 train 0.009576 69329 train 0.009122 69330 train 0.008244 69331 train 0.008753 69332 train 0.010930 69333 train 0.007841 69334 train 0.006535 69335 train 0.007678 69336 train 0.006648 69337 train 0.006980 69338 train 0.008828 69339 train 0.008761 69340 train 0.016306 69341 train 0.007357 69342 train 0.006931 69343 train 0.008208 69344 train 0.007245 69345 train 0.006018 69346 train 0.008181 69347 train 0.008400 69348 train 0.008856 69349 train 0.007556 69350 val 19.5121 69350 train 0.007703 69351 train 0.008005 69352 train 0.007714 69353 train 0.007405 69354 train 0.008510 69355 train 0.010756 69356 train 0.008211 69357 train 0.007397 69358 train 0.006890 69359 train 0.007502 69360 train 0.007753 69361 train 0.019597 69362 train 0.007086 69363 train 0.007909 69364 train 0.008694 69365 train 0.008668 69366 train 0.007483 69367 train 0.011367 69368 train 0.009398 69369 train 0.009346 69370 train 0.007026 69371 train 0.008024 69372 train 0.007000 69373 train 0.008725 69374 train 0.008341 69375 val 19.4703 69375 train 0.009013 69376 train 0.023809 69377 train 0.008701 69378 train 0.007717 69379 train 0.007284 69380 train 0.006971 69381 train 0.007498 69382 train 0.007842 69383 train 0.007779 69384 train 0.007110 69385 train 0.007879 69386 train 0.009036 69387 train 0.006937 69388 train 0.007336 69389 train 0.009538 69390 train 0.007487 69391 train 0.007924 69392 train 0.009484 69393 train 0.007258 69394 train 0.007000 69395 train 0.008166 69396 train 0.006346 69397 train 0.016948 69398 train 0.007614 69399 train 0.006817 69400 val 19.4443 69400 train 0.008493 69401 train 0.007526 69402 train 0.008494 69403 train 0.008443 69404 train 0.009944 69405 train 0.006745 69406 train 0.006636 69407 train 0.006854 69408 train 0.007646 69409 train 0.007599 69410 train 0.006474 69411 train 0.007131 69412 train 0.012612 69413 train 0.008135 69414 train 0.007389 69415 train 0.007183 69416 train 0.006863 69417 train 0.007957 69418 train 0.014177 69419 train 0.006344 69420 train 0.006151 69421 train 0.007680 69422 train 0.007468 69423 train 0.007694 69424 train 0.008076 69425 val 19.5061 69425 train 0.008294 69426 train 0.007494 69427 train 0.007472 69428 train 0.008391 69429 train 0.007166 69430 train 0.005716 69431 train 0.006356 69432 train 0.006323 69433 train 0.009494 69434 train 0.009733 69435 train 0.005529 69436 train 0.007806 69437 train 0.007938 69438 train 0.008691 69439 train 0.006617 69440 train 0.019609 69441 train 0.007697 69442 train 0.006475 69443 train 0.008535 69444 train 0.008080 69445 train 0.006343 69446 train 0.007736 69447 train 0.006944 69448 train 0.007710 69449 train 0.008742 69450 val 19.5024 69450 train 0.008675 69451 train 0.008182 69452 train 0.007898 69453 train 0.008717 69454 train 0.009260 69455 train 0.005860 69456 train 0.006299 69457 train 0.006650 69458 train 0.008618 69459 train 0.010602 69460 train 0.008232 69461 train 0.006927 69462 train 0.006863 69463 train 0.010216 69464 train 0.009907 69465 train 0.008917 69466 train 0.005944 69467 train 0.005915 69468 train 0.007720 69469 train 0.010072 69470 train 0.006912 69471 train 0.006095 69472 train 0.007303 69473 train 0.008772 69474 train 0.008515 69475 val 19.4185 69475 train 0.006915 69476 train 0.017628 69477 train 0.012161 69478 train 0.007674 69479 train 0.011959 69480 train 0.008643 69481 train 0.007146 69482 train 0.008740 69483 train 0.007563 69484 train 0.009899 69485 train 0.008550 69486 train 0.007443 69487 train 0.008123 69488 train 0.009885 69489 train 0.008845 69490 train 0.009555 69491 train 0.006341 69492 train 0.007404 69493 train 0.007294 69494 train 0.007027 69495 train 0.006406 69496 train 0.008017 69497 train 0.009120 69498 train 0.006318 69499 train 0.006907 69500 val 19.5385 69500 train 0.008801 69501 train 0.006815 69502 train 0.006396 69503 train 0.008653 69504 train 0.008028 69505 train 0.009348 69506 train 0.007268 69507 train 0.007142 69508 train 0.007838 69509 train 0.009511 69510 train 0.009840 69511 train 0.006398 69512 train 0.015496 69513 train 0.025527 69514 train 0.007079 69515 train 0.007394 69516 train 0.007234 69517 train 0.007044 69518 train 0.007401 69519 train 0.008942 69520 train 0.009330 69521 train 0.008746 69522 train 0.008869 69523 train 0.012250 69524 train 0.007503 69525 val 19.4175 69525 train 0.008810 69526 train 0.010144 69527 train 0.006682 69528 train 0.005920 69529 train 0.006812 69530 train 0.006426 69531 train 0.006649 69532 train 0.006919 69533 train 0.009764 69534 train 0.006592 69535 train 0.007450 69536 train 0.008487 69537 train 0.008339 69538 train 0.006230 69539 train 0.007614 69540 train 0.007106 69541 train 0.008038 69542 train 0.008221 69543 train 0.007806 69544 train 0.008336 69545 train 0.010947 69546 train 0.007090 69547 train 0.007060 69548 train 0.008813 69549 train 0.009913 69550 val 19.4296 69550 train 0.007679 69551 train 0.006217 69552 train 0.008006 69553 train 0.007463 69554 train 0.010572 69555 train 0.024934 69556 train 0.007367 69557 train 0.007697 69558 train 0.006868 69559 train 0.007914 69560 train 0.006906 69561 train 0.009627 69562 train 0.009037 69563 train 0.006839 69564 train 0.006319 69565 train 0.007066 69566 train 0.007905 69567 train 0.007364 69568 train 0.007301 69569 train 0.009880 69570 train 0.006690 69571 train 0.010383 69572 train 0.008359 69573 train 0.006879 69574 train 0.007483 69575 val 19.5283 69575 train 0.008233 69576 train 0.007641 69577 train 0.007870 69578 train 0.008225 69579 train 0.009912 69580 train 0.008024 69581 train 0.008148 69582 train 0.007223 69583 train 0.007810 69584 train 0.008099 69585 train 0.008215 69586 train 0.007497 69587 train 0.008109 69588 train 0.007973 69589 train 0.006352 69590 train 0.006854 69591 train 0.019767 69592 train 0.007058 69593 train 0.007395 69594 train 0.007566 69595 train 0.009479 69596 train 0.007058 69597 train 0.010265 69598 train 0.008942 69599 train 0.008075 69600 val 19.3961 69600 train 0.006723 69601 train 0.006683 69602 train 0.006759 69603 train 0.008363 69604 train 0.008470 69605 train 0.007825 69606 train 0.006458 69607 train 0.013976 69608 train 0.008739 69609 train 0.009052 69610 train 0.008269 69611 train 0.006884 69612 train 0.007335 69613 train 0.007497 69614 train 0.006918 69615 train 0.008923 69616 train 0.007038 69617 train 0.007557 69618 train 0.007268 69619 train 0.006388 69620 train 0.007416 69621 train 0.007051 69622 train 0.007058 69623 train 0.013501 69624 train 0.006942 69625 val 19.4398 69625 train 0.007191 69626 train 0.007852 69627 train 0.017206 69628 train 0.007145 69629 train 0.006913 69630 train 0.007729 69631 train 0.007748 69632 train 0.007207 69633 train 0.018842 69634 train 0.009752 69635 train 0.007969 69636 train 0.006059 69637 train 0.007419 69638 train 0.006454 69639 train 0.007681 69640 train 0.007647 69641 train 0.007752 69642 train 0.006115 69643 train 0.007907 69644 train 0.010929 69645 train 0.014516 69646 train 0.007937 69647 train 0.007411 69648 train 0.007128 69649 train 0.007370 69650 val 19.4936 69650 train 0.008583 69651 train 0.010463 69652 train 0.006659 69653 train 0.008387 69654 train 0.007711 69655 train 0.006855 69656 train 0.008170 69657 train 0.007996 69658 train 0.006453 69659 train 0.010237 69660 train 0.007431 69661 train 0.008239 69662 train 0.008036 69663 train 0.009963 69664 train 0.006891 69665 train 0.006442 69666 train 0.007907 69667 train 0.008028 69668 train 0.007051 69669 train 0.010718 69670 train 0.009431 69671 train 0.007839 69672 train 0.006514 69673 train 0.012114 69674 train 0.006769 69675 val 19.4749 69675 train 0.010378 69676 train 0.007801 69677 train 0.008038 69678 train 0.007507 69679 train 0.006079 69680 train 0.017585 69681 train 0.016822 69682 train 0.007968 69683 train 0.007189 69684 train 0.005968 69685 train 0.006740 69686 train 0.007943 69687 train 0.009406 69688 train 0.009559 69689 train 0.007530 69690 train 0.006413 69691 train 0.007898 69692 train 0.006993 69693 train 0.008019 69694 train 0.006981 69695 train 0.008357 69696 train 0.006363 69697 train 0.007759 69698 train 0.006145 69699 train 0.007837 69700 val 19.4681 69700 train 0.007157 69701 train 0.006916 69702 train 0.008622 69703 train 0.012696 69704 train 0.007005 69705 train 0.008952 69706 train 0.008713 69707 train 0.007624 69708 train 0.006546 69709 train 0.008173 69710 train 0.009624 69711 train 0.012071 69712 train 0.008042 69713 train 0.007793 69714 train 0.008462 69715 train 0.006320 69716 train 0.008899 69717 train 0.013766 69718 train 0.008914 69719 train 0.006619 69720 train 0.006311 69721 train 0.006805 69722 train 0.006039 69723 train 0.007386 69724 train 0.007329 69725 val 19.5351 69725 train 0.007768 69726 train 0.006616 69727 train 0.006778 69728 train 0.008759 69729 train 0.008217 69730 train 0.007570 69731 train 0.008606 69732 train 0.007054 69733 train 0.007043 69734 train 0.006567 69735 train 0.007219 69736 train 0.008578 69737 train 0.007427 69738 train 0.010781 69739 train 0.010220 69740 train 0.007649 69741 train 0.010389 69742 train 0.008053 69743 train 0.008040 69744 train 0.006393 69745 train 0.006597 69746 train 0.010040 69747 train 0.014468 69748 train 0.008330 69749 train 0.006691 69750 val 19.3986 69750 train 0.006913 69751 train 0.007047 69752 train 0.010042 69753 train 0.008567 69754 train 0.009581 69755 train 0.007582 69756 train 0.006875 69757 train 0.006229 69758 train 0.007214 69759 train 0.008001 69760 train 0.007996 69761 train 0.007871 69762 train 0.008265 69763 train 0.006421 69764 train 0.006923 69765 train 0.008574 69766 train 0.007835 69767 train 0.006757 69768 train 0.006547 69769 train 0.006985 69770 train 0.009072 69771 train 0.007532 69772 train 0.010683 69773 train 0.007058 69774 train 0.016153 69775 val 19.3845 69775 train 0.008669 69776 train 0.010054 69777 train 0.007710 69778 train 0.011321 69779 train 0.006103 69780 train 0.007350 69781 train 0.007531 69782 train 0.008257 69783 train 0.009846 69784 train 0.009267 69785 train 0.007772 69786 train 0.007079 69787 train 0.007350 69788 train 0.009335 69789 train 0.007968 69790 train 0.007284 69791 train 0.012421 69792 train 0.009582 69793 train 0.006262 69794 train 0.007308 69795 train 0.007083 69796 train 0.007599 69797 train 0.006765 69798 train 0.006545 69799 train 0.009198 69800 val 19.5475 69800 train 0.007946 69801 train 0.008115 69802 train 0.007131 69803 train 0.006327 69804 train 0.006518 69805 train 0.007377 69806 train 0.007217 69807 train 0.010195 69808 train 0.008253 69809 train 0.007163 69810 train 0.018781 69811 train 0.006976 69812 train 0.012879 69813 train 0.006857 69814 train 0.011747 69815 train 0.007429 69816 train 0.008167 69817 train 0.007390 69818 train 0.009345 69819 train 0.008284 69820 train 0.006719 69821 train 0.007685 69822 train 0.008088 69823 train 0.006300 69824 train 0.009301 69825 val 19.3579 69825 train 0.007042 69826 train 0.006271 69827 train 0.010304 69828 train 0.009126 69829 train 0.006342 69830 train 0.008471 69831 train 0.006675 69832 train 0.007655 69833 train 0.006513 69834 train 0.006866 69835 train 0.006280 69836 train 0.006632 69837 train 0.006708 69838 train 0.007175 69839 train 0.006387 69840 train 0.006050 69841 train 0.006764 69842 train 0.005127 69843 train 0.007285 69844 train 0.006127 69845 train 0.006985 69846 train 0.011487 69847 train 0.008131 69848 train 0.007860 69849 train 0.006634 69850 val 19.4091 69850 train 0.007613 69851 train 0.005947 69852 train 0.007221 69853 train 0.006267 69854 train 0.007513 69855 train 0.006600 69856 train 0.008047 69857 train 0.008526 69858 train 0.007473 69859 train 0.008070 69860 train 0.007008 69861 train 0.007148 69862 train 0.006242 69863 train 0.011749 69864 train 0.008691 69865 train 0.006684 69866 train 0.007926 69867 train 0.006232 69868 train 0.007563 69869 train 0.007427 69870 train 0.007355 69871 train 0.008875 69872 train 0.007066 69873 train 0.006394 69874 train 0.007518 69875 val 19.4839 69875 train 0.006540 69876 train 0.007191 69877 train 0.007018 69878 train 0.005856 69879 train 0.008218 69880 train 0.006768 69881 train 0.011168 69882 train 0.006829 69883 train 0.010046 69884 train 0.007817 69885 train 0.007385 69886 train 0.007633 69887 train 0.007141 69888 train 0.008480 69889 train 0.007712 69890 train 0.009076 69891 train 0.008681 69892 train 0.006479 69893 train 0.007737 69894 train 0.008101 69895 train 0.015700 69896 train 0.009534 69897 train 0.007668 69898 train 0.006577 69899 train 0.010171 69900 val 19.4009 69900 train 0.009475 69901 train 0.008011 69902 train 0.009472 69903 train 0.007338 69904 train 0.006933 69905 train 0.007047 69906 train 0.007796 69907 train 0.010168 69908 train 0.008950 69909 train 0.007167 69910 train 0.007981 69911 train 0.006850 69912 train 0.007400 69913 train 0.006902 69914 train 0.007023 69915 train 0.008232 69916 train 0.007281 69917 train 0.007960 69918 train 0.007930 69919 train 0.009700 69920 train 0.009200 69921 train 0.009851 69922 train 0.008805 69923 train 0.007521 69924 train 0.007904 69925 val 19.4578 69925 train 0.007497 69926 train 0.017644 69927 train 0.007916 69928 train 0.008031 69929 train 0.006531 69930 train 0.007863 69931 train 0.009702 69932 train 0.008271 69933 train 0.008913 69934 train 0.008133 69935 train 0.008089 69936 train 0.010046 69937 train 0.009935 69938 train 0.009389 69939 train 0.005858 69940 train 0.007574 69941 train 0.009719 69942 train 0.007627 69943 train 0.013263 69944 train 0.006958 69945 train 0.006583 69946 train 0.009552 69947 train 0.007346 69948 train 0.007768 69949 train 0.007989 69950 val 19.4992 69950 train 0.007239 69951 train 0.007987 69952 train 0.007385 69953 train 0.006910 69954 train 0.007418 69955 train 0.008501 69956 train 0.007950 69957 train 0.007235 69958 train 0.006388 69959 train 0.006366 69960 train 0.006746 69961 train 0.008766 69962 train 0.018071 69963 train 0.006849 69964 train 0.007963 69965 train 0.008456 69966 train 0.008679 69967 train 0.008416 69968 train 0.006498 69969 train 0.009453 69970 train 0.006003 69971 train 0.008989 69972 train 0.008656 69973 train 0.008125 69974 train 0.009564 69975 val 19.4339 69975 train 0.006020 69976 train 0.006336 69977 train 0.009176 69978 train 0.008461 69979 train 0.009495 69980 train 0.007516 69981 train 0.006562 69982 train 0.007551 69983 train 0.006702 69984 train 0.007627 69985 train 0.008124 69986 train 0.007393 69987 train 0.009810 69988 train 0.005931 69989 train 0.007972 69990 train 0.008878 69991 train 0.009361 69992 train 0.006699 69993 train 0.006701 69994 train 0.006359 69995 train 0.006725 69996 train 0.007871 69997 train 0.010170 69998 train 0.010186 69999 train 0.007132 70000 val 19.4925 70000 train 0.008740 70001 train 0.007382 70002 train 0.008015 70003 train 0.005820 70004 train 0.007183 70005 train 0.011333 70006 train 0.007074 70007 train 0.007446 70008 train 0.008451 70009 train 0.008322 70010 train 0.008055 70011 train 0.007022 70012 train 0.007904 70013 train 0.010395 70014 train 0.006919 70015 train 0.010952 70016 train 0.007759 70017 train 0.006745 70018 train 0.007656 70019 train 0.006833 70020 train 0.007096 70021 train 0.006950 70022 train 0.008402 70023 train 0.009549 70024 train 0.005951 70025 val 19.4667 70025 train 0.007181 70026 train 0.007560 70027 train 0.010279 70028 train 0.007366 70029 train 0.006764 70030 train 0.005722 70031 train 0.007949 70032 train 0.006712 70033 train 0.011000 70034 train 0.008978 70035 train 0.007011 70036 train 0.008163 70037 train 0.009087 70038 train 0.008688 70039 train 0.007915 70040 train 0.007005 70041 train 0.011508 70042 train 0.007592 70043 train 0.009890 70044 train 0.007963 70045 train 0.008476 70046 train 0.008509 70047 train 0.007354 70048 train 0.006573 70049 train 0.008452 70050 val 19.4196 70050 train 0.008042 70051 train 0.009729 70052 train 0.008108 70053 train 0.008181 70054 train 0.006948 70055 train 0.005805 70056 train 0.007750 70057 train 0.007027 70058 train 0.009330 70059 train 0.008723 70060 train 0.005919 70061 train 0.006540 70062 train 0.008199 70063 train 0.010273 70064 train 0.007297 70065 train 0.006388 70066 train 0.007137 70067 train 0.006270 70068 train 0.007198 70069 train 0.008924 70070 train 0.007857 70071 train 0.007903 70072 train 0.009609 70073 train 0.010842 70074 train 0.007435 70075 val 19.4248 70075 train 0.008815 70076 train 0.006987 70077 train 0.008914 70078 train 0.008403 70079 train 0.008645 70080 train 0.007666 70081 train 0.009963 70082 train 0.010236 70083 train 0.006922 70084 train 0.007524 70085 train 0.008247 70086 train 0.006603 70087 train 0.007707 70088 train 0.007002 70089 train 0.010293 70090 train 0.006867 70091 train 0.006673 70092 train 0.006646 70093 train 0.008049 70094 train 0.007786 70095 train 0.008743 70096 train 0.006344 70097 train 0.008085 70098 train 0.009162 70099 train 0.011064 70100 val 19.4429 70100 train 0.007290 70101 train 0.007191 70102 train 0.008117 70103 train 0.006733 70104 train 0.006070 70105 train 0.009402 70106 train 0.007659 70107 train 0.007200 70108 train 0.011345 70109 train 0.012992 70110 train 0.007309 70111 train 0.007367 70112 train 0.006422 70113 train 0.008050 70114 train 0.007354 70115 train 0.006797 70116 train 0.007014 70117 train 0.008221 70118 train 0.007043 70119 train 0.007721 70120 train 0.006790 70121 train 0.006921 70122 train 0.006842 70123 train 0.007447 70124 train 0.007083 70125 val 19.4590 70125 train 0.008925 70126 train 0.008364 70127 train 0.007486 70128 train 0.007152 70129 train 0.007888 70130 train 0.008506 70131 train 0.008918 70132 train 0.006856 70133 train 0.007175 70134 train 0.008545 70135 train 0.021081 70136 train 0.007383 70137 train 0.007873 70138 train 0.008373 70139 train 0.007414 70140 train 0.008303 70141 train 0.009149 70142 train 0.009184 70143 train 0.006877 70144 train 0.009211 70145 train 0.011485 70146 train 0.007404 70147 train 0.006600 70148 train 0.007614 70149 train 0.008907 70150 val 19.3332 70150 train 0.007942 70151 train 0.007792 70152 train 0.007486 70153 train 0.007907 70154 train 0.006933 70155 train 0.006644 70156 train 0.005709 70157 train 0.007457 70158 train 0.006121 70159 train 0.006454 70160 train 0.008171 70161 train 0.007271 70162 train 0.012392 70163 train 0.007108 70164 train 0.006758 70165 train 0.007804 70166 train 0.006543 70167 train 0.008792 70168 train 0.006900 70169 train 0.007015 70170 train 0.006252 70171 train 0.025934 70172 train 0.007553 70173 train 0.007039 70174 train 0.006480 70175 val 19.3401 70175 train 0.006607 70176 train 0.008030 70177 train 0.008389 70178 train 0.007627 70179 train 0.008183 70180 train 0.011034 70181 train 0.008183 70182 train 0.008287 70183 train 0.005949 70184 train 0.011099 70185 train 0.010848 70186 train 0.006364 70187 train 0.006686 70188 train 0.007566 70189 train 0.006798 70190 train 0.006101 70191 train 0.005946 70192 train 0.005745 70193 train 0.006530 70194 train 0.006279 70195 train 0.006004 70196 train 0.007185 70197 train 0.007414 70198 train 0.014281 70199 train 0.008854 70200 val 19.4394 70200 train 0.007059 70201 train 0.006402 70202 train 0.006474 70203 train 0.008674 70204 train 0.007696 70205 train 0.010179 70206 train 0.006757 70207 train 0.012532 70208 train 0.006826 70209 train 0.010460 70210 train 0.006955 70211 train 0.007100 70212 train 0.007287 70213 train 0.008508 70214 train 0.008262 70215 train 0.007431 70216 train 0.015971 70217 train 0.006882 70218 train 0.008958 70219 train 0.008472 70220 train 0.008829 70221 train 0.011476 70222 train 0.007270 70223 train 0.006876 70224 train 0.006250 70225 val 19.4348 70225 train 0.007868 70226 train 0.006388 70227 train 0.006634 70228 train 0.006111 70229 train 0.007924 70230 train 0.007895 70231 train 0.007669 70232 train 0.007210 70233 train 0.006800 70234 train 0.010441 70235 train 0.007980 70236 train 0.008501 70237 train 0.007209 70238 train 0.007100 70239 train 0.011785 70240 train 0.008308 70241 train 0.012020 70242 train 0.007047 70243 train 0.008739 70244 train 0.008072 70245 train 0.008998 70246 train 0.006342 70247 train 0.006085 70248 train 0.007471 70249 train 0.009234 70250 val 19.3967 70250 train 0.008437 70251 train 0.007906 70252 train 0.009185 70253 train 0.007433 70254 train 0.008266 70255 train 0.009894 70256 train 0.007027 70257 train 0.008511 70258 train 0.007217 70259 train 0.008083 70260 train 0.006468 70261 train 0.011242 70262 train 0.007364 70263 train 0.006522 70264 train 0.007314 70265 train 0.007087 70266 train 0.007234 70267 train 0.006827 70268 train 0.006801 70269 train 0.006695 70270 train 0.009991 70271 train 0.007270 70272 train 0.009390 70273 train 0.006832 70274 train 0.006854 70275 val 19.4767 70275 train 0.007438 70276 train 0.009104 70277 train 0.009112 70278 train 0.006521 70279 train 0.009189 70280 train 0.007819 70281 train 0.006680 70282 train 0.006579 70283 train 0.008001 70284 train 0.006510 70285 train 0.006530 70286 train 0.007854 70287 train 0.007369 70288 train 0.007244 70289 train 0.006679 70290 train 0.007267 70291 train 0.010862 70292 train 0.006732 70293 train 0.006172 70294 train 0.008301 70295 train 0.006924 70296 train 0.006354 70297 train 0.008240 70298 train 0.007635 70299 train 0.008031 70300 val 19.4634 70300 train 0.008453 70301 train 0.005597 70302 train 0.006977 70303 train 0.006454 70304 train 0.006295 70305 train 0.006721 70306 train 0.007409 70307 train 0.010145 70308 train 0.007826 70309 train 0.007693 70310 train 0.007360 70311 train 0.007099 70312 train 0.007428 70313 train 0.009067 70314 train 0.006310 70315 train 0.007312 70316 train 0.007743 70317 train 0.006988 70318 train 0.007208 70319 train 0.007484 70320 train 0.008885 70321 train 0.007725 70322 train 0.007708 70323 train 0.006688 70324 train 0.007401 70325 val 19.4291 70325 train 0.006147 70326 train 0.007851 70327 train 0.008821 70328 train 0.006089 70329 train 0.006105 70330 train 0.008083 70331 train 0.007703 70332 train 0.005922 70333 train 0.008351 70334 train 0.007404 70335 train 0.007329 70336 train 0.012517 70337 train 0.007124 70338 train 0.008035 70339 train 0.006634 70340 train 0.006160 70341 train 0.007361 70342 train 0.007446 70343 train 0.008876 70344 train 0.007069 70345 train 0.006563 70346 train 0.007099 70347 train 0.006270 70348 train 0.007028 70349 train 0.009473 70350 val 19.5141 70350 train 0.007560 70351 train 0.008763 70352 train 0.011347 70353 train 0.006754 70354 train 0.007553 70355 train 0.008410 70356 train 0.008398 70357 train 0.007549 70358 train 0.006887 70359 train 0.006305 70360 train 0.007433 70361 train 0.006310 70362 train 0.009139 70363 train 0.008396 70364 train 0.006460 70365 train 0.006113 70366 train 0.007018 70367 train 0.005943 70368 train 0.006276 70369 train 0.009317 70370 train 0.006834 70371 train 0.007558 70372 train 0.011953 70373 train 0.008892 70374 train 0.010326 70375 val 19.4330 70375 train 0.006428 70376 train 0.007046 70377 train 0.007073 70378 train 0.008373 70379 train 0.008976 70380 train 0.009758 70381 train 0.008022 70382 train 0.006724 70383 train 0.006649 70384 train 0.007681 70385 train 0.007868 70386 train 0.008320 70387 train 0.008685 70388 train 0.009181 70389 train 0.009223 70390 train 0.007239 70391 train 0.008758 70392 train 0.011205 70393 train 0.008065 70394 train 0.006442 70395 train 0.007121 70396 train 0.007729 70397 train 0.007343 70398 train 0.007786 70399 train 0.009716 70400 val 19.3745 70400 train 0.008314 70401 train 0.005878 70402 train 0.007174 70403 train 0.005610 70404 train 0.006640 70405 train 0.007646 70406 train 0.007724 70407 train 0.007810 70408 train 0.010312 70409 train 0.007590 70410 train 0.007345 70411 train 0.006902 70412 train 0.007302 70413 train 0.006687 70414 train 0.007851 70415 train 0.008054 70416 train 0.009168 70417 train 0.006448 70418 train 0.007194 70419 train 0.007620 70420 train 0.008026 70421 train 0.007766 70422 train 0.007624 70423 train 0.007082 70424 train 0.007305 70425 val 19.4672 70425 train 0.007971 70426 train 0.006311 70427 train 0.007323 70428 train 0.007785 70429 train 0.009282 70430 train 0.005780 70431 train 0.007702 70432 train 0.006925 70433 train 0.006567 70434 train 0.007985 70435 train 0.007528 70436 train 0.006326 70437 train 0.006158 70438 train 0.009214 70439 train 0.005771 70440 train 0.007252 70441 train 0.006906 70442 train 0.008719 70443 train 0.008802 70444 train 0.008644 70445 train 0.007930 70446 train 0.007157 70447 train 0.006625 70448 train 0.006975 70449 train 0.007581 70450 val 19.3776 70450 train 0.006953 70451 train 0.006136 70452 train 0.007757 70453 train 0.006990 70454 train 0.007103 70455 train 0.009361 70456 train 0.012277 70457 train 0.008219 70458 train 0.006924 70459 train 0.006146 70460 train 0.007403 70461 train 0.009569 70462 train 0.007694 70463 train 0.008819 70464 train 0.007363 70465 train 0.010155 70466 train 0.006706 70467 train 0.007455 70468 train 0.007966 70469 train 0.006599 70470 train 0.008191 70471 train 0.010010 70472 train 0.007032 70473 train 0.006691 70474 train 0.008666 70475 val 19.3403 70475 train 0.007518 70476 train 0.009641 70477 train 0.008141 70478 train 0.007591 70479 train 0.008475 70480 train 0.008681 70481 train 0.008011 70482 train 0.009482 70483 train 0.009502 70484 train 0.008241 70485 train 0.008790 70486 train 0.007074 70487 train 0.006188 70488 train 0.007605 70489 train 0.006246 70490 train 0.007109 70491 train 0.007080 70492 train 0.022418 70493 train 0.006068 70494 train 0.006429 70495 train 0.007657 70496 train 0.006596 70497 train 0.011310 70498 train 0.008637 70499 train 0.013662 70500 val 19.3487 70500 train 0.009062 70501 train 0.008336 70502 train 0.006612 70503 train 0.007494 70504 train 0.007474 70505 train 0.006568 70506 train 0.006756 70507 train 0.008759 70508 train 0.009211 70509 train 0.007607 70510 train 0.007960 70511 train 0.008027 70512 train 0.008420 70513 train 0.006586 70514 train 0.006657 70515 train 0.007842 70516 train 0.011198 70517 train 0.006721 70518 train 0.007475 70519 train 0.007102 70520 train 0.008074 70521 train 0.008846 70522 train 0.006860 70523 train 0.006318 70524 train 0.010275 70525 val 19.4075 70525 train 0.007298 70526 train 0.006407 70527 train 0.007490 70528 train 0.019186 70529 train 0.006719 70530 train 0.006931 70531 train 0.007194 70532 train 0.006870 70533 train 0.011753 70534 train 0.009775 70535 train 0.007868 70536 train 0.010569 70537 train 0.006249 70538 train 0.006517 70539 train 0.007569 70540 train 0.010722 70541 train 0.008222 70542 train 0.008382 70543 train 0.007981 70544 train 0.006418 70545 train 0.007074 70546 train 0.006793 70547 train 0.007407 70548 train 0.007507 70549 train 0.007094 70550 val 19.3684 70550 train 0.007165 70551 train 0.006889 70552 train 0.009397 70553 train 0.008309 70554 train 0.007487 70555 train 0.007040 70556 train 0.008861 70557 train 0.007079 70558 train 0.006147 70559 train 0.005557 70560 train 0.008468 70561 train 0.007618 70562 train 0.005983 70563 train 0.007280 70564 train 0.010683 70565 train 0.007119 70566 train 0.007770 70567 train 0.005907 70568 train 0.006318 70569 train 0.010802 70570 train 0.008290 70571 train 0.009142 70572 train 0.006413 70573 train 0.007087 70574 train 0.008931 70575 val 19.4412 70575 train 0.006839 70576 train 0.008229 70577 train 0.007760 70578 train 0.009243 70579 train 0.008196 70580 train 0.007678 70581 train 0.008279 70582 train 0.005700 70583 train 0.006080 70584 train 0.007779 70585 train 0.006305 70586 train 0.007136 70587 train 0.007977 70588 train 0.008239 70589 train 0.007040 70590 train 0.007067 70591 train 0.008289 70592 train 0.007452 70593 train 0.007394 70594 train 0.006604 70595 train 0.005971 70596 train 0.006454 70597 train 0.006729 70598 train 0.006217 70599 train 0.007966 70600 val 19.4437 70600 train 0.011220 70601 train 0.008246 70602 train 0.007529 70603 train 0.006089 70604 train 0.005897 70605 train 0.010561 70606 train 0.007129 70607 train 0.008927 70608 train 0.005971 70609 train 0.005954 70610 train 0.006909 70611 train 0.007637 70612 train 0.008176 70613 train 0.009043 70614 train 0.008290 70615 train 0.008467 70616 train 0.005626 70617 train 0.007888 70618 train 0.005724 70619 train 0.006340 70620 train 0.007747 70621 train 0.006813 70622 train 0.006754 70623 train 0.008461 70624 train 0.005932 70625 val 19.3595 70625 train 0.007206 70626 train 0.006807 70627 train 0.008643 70628 train 0.008696 70629 train 0.007663 70630 train 0.007332 70631 train 0.006517 70632 train 0.006277 70633 train 0.007233 70634 train 0.007206 70635 train 0.007219 70636 train 0.008057 70637 train 0.007509 70638 train 0.008019 70639 train 0.006774 70640 train 0.005525 70641 train 0.010756 70642 train 0.007989 70643 train 0.008732 70644 train 0.007895 70645 train 0.007325 70646 train 0.008435 70647 train 0.008779 70648 train 0.007151 70649 train 0.009166 70650 val 19.3476 70650 train 0.006870 70651 train 0.006597 70652 train 0.007171 70653 train 0.006091 70654 train 0.007571 70655 train 0.006257 70656 train 0.007223 70657 train 0.005588 70658 train 0.006124 70659 train 0.008198 70660 train 0.006916 70661 train 0.008658 70662 train 0.007729 70663 train 0.006701 70664 train 0.007525 70665 train 0.010932 70666 train 0.007070 70667 train 0.006289 70668 train 0.005835 70669 train 0.008743 70670 train 0.006894 70671 train 0.007197 70672 train 0.009490 70673 train 0.008206 70674 train 0.008994 70675 val 19.4357 70675 train 0.007875 70676 train 0.006806 70677 train 0.010899 70678 train 0.010855 70679 train 0.010205 70680 train 0.009040 70681 train 0.006059 70682 train 0.007403 70683 train 0.008183 70684 train 0.006812 70685 train 0.007028 70686 train 0.009352 70687 train 0.008324 70688 train 0.007126 70689 train 0.006242 70690 train 0.008316 70691 train 0.007123 70692 train 0.007778 70693 train 0.006234 70694 train 0.006884 70695 train 0.009208 70696 train 0.006655 70697 train 0.007886 70698 train 0.007803 70699 train 0.006446 70700 val 19.3370 70700 train 0.008581 70701 train 0.015204 70702 train 0.006695 70703 train 0.006225 70704 train 0.006628 70705 train 0.009734 70706 train 0.008147 70707 train 0.009677 70708 train 0.014013 70709 train 0.007873 70710 train 0.008826 70711 train 0.006733 70712 train 0.006160 70713 train 0.008243 70714 train 0.010180 70715 train 0.009467 70716 train 0.008138 70717 train 0.006222 70718 train 0.008685 70719 train 0.007236 70720 train 0.006762 70721 train 0.007748 70722 train 0.010758 70723 train 0.008879 70724 train 0.006149 70725 val 19.4014 70725 train 0.006315 70726 train 0.008522 70727 train 0.006895 70728 train 0.007732 70729 train 0.006686 70730 train 0.007515 70731 train 0.006748 70732 train 0.007641 70733 train 0.007387 70734 train 0.008035 70735 train 0.005608 70736 train 0.006310 70737 train 0.016151 70738 train 0.006174 70739 train 0.006661 70740 train 0.007643 70741 train 0.008401 70742 train 0.010787 70743 train 0.007029 70744 train 0.008654 70745 train 0.010602 70746 train 0.007636 70747 train 0.009109 70748 train 0.007191 70749 train 0.010104 70750 val 19.3473 70750 train 0.011397 70751 train 0.008913 70752 train 0.007643 70753 train 0.009374 70754 train 0.010521 70755 train 0.007846 70756 train 0.008626 70757 train 0.007531 70758 train 0.010649 70759 train 0.009769 70760 train 0.007175 70761 train 0.007384 70762 train 0.008581 70763 train 0.007647 70764 train 0.006171 70765 train 0.007918 70766 train 0.009054 70767 train 0.008491 70768 train 0.007093 70769 train 0.006812 70770 train 0.015542 70771 train 0.006310 70772 train 0.006421 70773 train 0.012737 70774 train 0.006608 70775 val 19.4220 70775 train 0.006346 70776 train 0.007639 70777 train 0.008327 70778 train 0.010088 70779 train 0.008424 70780 train 0.007637 70781 train 0.008204 70782 train 0.009821 70783 train 0.016886 70784 train 0.007050 70785 train 0.008068 70786 train 0.011714 70787 train 0.007337 70788 train 0.007942 70789 train 0.024817 70790 train 0.008553 70791 train 0.007392 70792 train 0.006234 70793 train 0.008033 70794 train 0.009859 70795 train 0.007902 70796 train 0.007422 70797 train 0.006288 70798 train 0.007904 70799 train 0.008830 70800 val 19.3393 70800 train 0.008102 70801 train 0.007596 70802 train 0.007051 70803 train 0.006073 70804 train 0.007793 70805 train 0.006913 70806 train 0.009696 70807 train 0.007463 70808 train 0.007834 70809 train 0.009386 70810 train 0.006023 70811 train 0.006273 70812 train 0.007109 70813 train 0.007043 70814 train 0.007668 70815 train 0.007526 70816 train 0.006764 70817 train 0.013520 70818 train 0.007302 70819 train 0.008494 70820 train 0.008411 70821 train 0.008003 70822 train 0.009191 70823 train 0.008490 70824 train 0.006255 70825 val 19.3195 70825 train 0.011198 70826 train 0.007766 70827 train 0.005930 70828 train 0.006189 70829 train 0.006720 70830 train 0.008175 70831 train 0.007146 70832 train 0.005885 70833 train 0.007215 70834 train 0.009071 70835 train 0.006569 70836 train 0.007446 70837 train 0.006026 70838 train 0.007324 70839 train 0.005934 70840 train 0.007449 70841 train 0.005792 70842 train 0.007799 70843 train 0.006663 70844 train 0.006210 70845 train 0.006674 70846 train 0.005206 70847 train 0.006887 70848 train 0.008977 70849 train 0.006214 70850 val 19.4014 70850 train 0.007191 70851 train 0.006362 70852 train 0.006762 70853 train 0.058335 70854 train 0.006833 70855 train 0.007213 70856 train 0.007302 70857 train 0.007178 70858 train 0.009345 70859 train 0.008789 70860 train 0.006928 70861 train 0.013385 70862 train 0.008095 70863 train 0.006462 70864 train 0.007456 70865 train 0.006552 70866 train 0.009384 70867 train 0.008090 70868 train 0.006516 70869 train 0.006238 70870 train 0.006774 70871 train 0.007893 70872 train 0.006858 70873 train 0.005756 70874 train 0.006912 70875 val 19.4586 70875 train 0.007061 70876 train 0.006885 70877 train 0.006831 70878 train 0.007206 70879 train 0.006226 70880 train 0.006253 70881 train 0.006804 70882 train 0.006744 70883 train 0.008447 70884 train 0.008501 70885 train 0.007199 70886 train 0.006566 70887 train 0.007934 70888 train 0.006390 70889 train 0.020341 70890 train 0.006188 70891 train 0.007365 70892 train 0.007465 70893 train 0.007209 70894 train 0.009155 70895 train 0.008191 70896 train 0.006034 70897 train 0.006726 70898 train 0.010662 70899 train 0.006531 70900 val 19.3330 70900 train 0.007628 70901 train 0.006442 70902 train 0.008743 70903 train 0.008007 70904 train 0.006856 70905 train 0.006538 70906 train 0.005823 70907 train 0.010285 70908 train 0.006695 70909 train 0.005983 70910 train 0.007013 70911 train 0.006121 70912 train 0.006877 70913 train 0.006363 70914 train 0.007472 70915 train 0.005476 70916 train 0.006410 70917 train 0.005257 70918 train 0.009211 70919 train 0.007515 70920 train 0.007040 70921 train 0.007943 70922 train 0.007562 70923 train 0.008619 70924 train 0.007234 70925 val 19.4768 70925 train 0.017578 70926 train 0.006587 70927 train 0.010094 70928 train 0.007488 70929 train 0.006094 70930 train 0.008656 70931 train 0.007745 70932 train 0.008190 70933 train 0.007911 70934 train 0.007970 70935 train 0.006722 70936 train 0.007016 70937 train 0.007099 70938 train 0.007565 70939 train 0.006086 70940 train 0.009113 70941 train 0.005722 70942 train 0.006459 70943 train 0.009170 70944 train 0.006174 70945 train 0.007080 70946 train 0.007134 70947 train 0.006575 70948 train 0.006458 70949 train 0.006513 70950 val 19.4009 70950 train 0.006972 70951 train 0.005633 70952 train 0.005872 70953 train 0.005557 70954 train 0.026286 70955 train 0.006937 70956 train 0.007287 70957 train 0.007850 70958 train 0.009088 70959 train 0.008300 70960 train 0.007557 70961 train 0.008083 70962 train 0.008301 70963 train 0.008476 70964 train 0.007705 70965 train 0.005998 70966 train 0.007495 70967 train 0.007022 70968 train 0.011823 70969 train 0.008675 70970 train 0.007189 70971 train 0.009758 70972 train 0.008127 70973 train 0.006874 70974 train 0.008079 70975 val 19.3908 70975 train 0.006027 70976 train 0.009005 70977 train 0.006373 70978 train 0.006753 70979 train 0.006708 70980 train 0.007719 70981 train 0.006350 70982 train 0.008774 70983 train 0.006703 70984 train 0.006389 70985 train 0.008384 70986 train 0.006614 70987 train 0.006069 70988 train 0.007542 70989 train 0.006214 70990 train 0.034685 70991 train 0.008425 70992 train 0.009249 70993 train 0.009290 70994 train 0.011021 70995 train 0.010867 70996 train 0.007882 70997 train 0.007128 70998 train 0.008780 70999 train 0.008995 71000 val 19.3735 71000 train 0.010525 71001 train 0.007185 71002 train 0.006614 71003 train 0.005716 71004 train 0.013125 71005 train 0.009702 71006 train 0.005852 71007 train 0.008096 71008 train 0.007012 71009 train 0.006900 71010 train 0.006338 71011 train 0.005983 71012 train 0.006864 71013 train 0.006250 71014 train 0.008301 71015 train 0.006080 71016 train 0.007926 71017 train 0.006706 71018 train 0.006826 71019 train 0.007666 71020 train 0.006235 71021 train 0.006994 71022 train 0.008204 71023 train 0.007274 71024 train 0.006519 71025 val 19.4137 71025 train 0.007747 71026 train 0.066306 71027 train 0.007721 71028 train 0.008840 71029 train 0.007920 71030 train 0.008352 71031 train 0.007477 71032 train 0.006464 71033 train 0.007003 71034 train 0.008245 71035 train 0.007728 71036 train 0.006280 71037 train 0.006266 71038 train 0.006418 71039 train 0.006130 71040 train 0.008936 71041 train 0.006867 71042 train 0.005834 71043 train 0.009077 71044 train 0.010613 71045 train 0.006841 71046 train 0.005916 71047 train 0.006103 71048 train 0.007319 71049 train 0.007078 71050 val 19.3485 71050 train 0.006212 71051 train 0.007818 71052 train 0.007932 71053 train 0.007712 71054 train 0.006261 71055 train 0.008945 71056 train 0.006759 71057 train 0.006968 71058 train 0.006441 71059 train 0.009404 71060 train 0.006228 71061 train 0.006762 71062 train 0.010628 71063 train 0.006599 71064 train 0.007376 71065 train 0.007115 71066 train 0.006768 71067 train 0.006741 71068 train 0.006168 71069 train 0.006425 71070 train 0.007467 71071 train 0.006709 71072 train 0.005980 71073 train 0.005260 71074 train 0.006770 71075 val 19.4884 71075 train 0.007514 71076 train 0.007410 71077 train 0.005820 71078 train 0.007462 71079 train 0.009235 71080 train 0.006545 71081 train 0.006637 71082 train 0.005478 71083 train 0.006389 71084 train 0.008323 71085 train 0.007053 71086 train 0.006485 71087 train 0.007607 71088 train 0.008571 71089 train 0.007038 71090 train 0.006206 71091 train 0.007295 71092 train 0.006805 71093 train 0.006354 71094 train 0.006990 71095 train 0.007601 71096 train 0.005828 71097 train 0.006686 71098 train 0.009579 71099 train 0.007499 71100 val 19.4666 71100 train 0.009057 71101 train 0.007874 71102 train 0.008095 71103 train 0.007354 71104 train 0.006953 71105 train 0.008655 71106 train 0.009438 71107 train 0.005339 71108 train 0.005213 71109 train 0.006751 71110 train 0.008002 71111 train 0.014532 71112 train 0.006591 71113 train 0.005586 71114 train 0.007895 71115 train 0.011062 71116 train 0.006854 71117 train 0.007862 71118 train 0.006161 71119 train 0.005730 71120 train 0.012138 71121 train 0.008600 71122 train 0.007400 71123 train 0.007693 71124 train 0.007963 71125 val 19.5048 71125 train 0.007056 71126 train 0.006487 71127 train 0.006301 71128 train 0.008299 71129 train 0.008310 71130 train 0.006729 71131 train 0.008688 71132 train 0.006763 71133 train 0.007146 71134 train 0.006048 71135 train 0.008330 71136 train 0.008016 71137 train 0.007994 71138 train 0.007649 71139 train 0.008088 71140 train 0.006392 71141 train 0.006942 71142 train 0.007991 71143 train 0.006146 71144 train 0.006169 71145 train 0.006072 71146 train 0.006325 71147 train 0.014870 71148 train 0.007538 71149 train 0.006872 71150 val 19.3782 71150 train 0.014133 71151 train 0.010703 71152 train 0.008421 71153 train 0.008931 71154 train 0.007717 71155 train 0.006313 71156 train 0.009423 71157 train 0.006857 71158 train 0.009222 71159 train 0.008352 71160 train 0.007275 71161 train 0.007330 71162 train 0.006316 71163 train 0.006502 71164 train 0.006697 71165 train 0.017987 71166 train 0.008527 71167 train 0.008465 71168 train 0.007069 71169 train 0.005607 71170 train 0.005459 71171 train 0.011717 71172 train 0.008670 71173 train 0.007452 71174 train 0.007688 71175 val 19.3884 71175 train 0.008524 71176 train 0.006050 71177 train 0.005532 71178 train 0.007368 71179 train 0.007224 71180 train 0.006986 71181 train 0.006383 71182 train 0.006155 71183 train 0.014103 71184 train 0.007080 71185 train 0.007308 71186 train 0.013496 71187 train 0.008331 71188 train 0.008742 71189 train 0.007872 71190 train 0.006115 71191 train 0.006853 71192 train 0.006708 71193 train 0.005963 71194 train 0.008455 71195 train 0.007994 71196 train 0.007895 71197 train 0.007874 71198 train 0.007034 71199 train 0.007041 71200 val 19.4051 71200 train 0.006738 71201 train 0.008355 71202 train 0.007259 71203 train 0.010226 71204 train 0.005928 71205 train 0.006330 71206 train 0.006321 71207 train 0.010862 71208 train 0.008181 71209 train 0.008412 71210 train 0.006106 71211 train 0.009244 71212 train 0.006384 71213 train 0.006606 71214 train 0.007337 71215 train 0.006351 71216 train 0.006887 71217 train 0.006695 71218 train 0.006228 71219 train 0.009144 71220 train 0.007523 71221 train 0.007550 71222 train 0.010341 71223 train 0.008010 71224 train 0.007427 71225 val 19.4443 71225 train 0.007647 71226 train 0.007880 71227 train 0.007858 71228 train 0.005940 71229 train 0.006164 71230 train 0.007652 71231 train 0.006020 71232 train 0.008015 71233 train 0.006348 71234 train 0.007937 71235 train 0.006470 71236 train 0.006381 71237 train 0.007415 71238 train 0.006266 71239 train 0.006876 71240 train 0.006017 71241 train 0.006958 71242 train 0.006336 71243 train 0.008496 71244 train 0.007680 71245 train 0.006332 71246 train 0.005946 71247 train 0.008811 71248 train 0.005529 71249 train 0.006825 71250 val 19.4224 71250 train 0.008225 71251 train 0.006752 71252 train 0.008426 71253 train 0.004982 71254 train 0.007547 71255 train 0.008895 71256 train 0.005917 71257 train 0.007115 71258 train 0.009849 71259 train 0.010269 71260 train 0.006112 71261 train 0.008065 71262 train 0.008058 71263 train 0.008306 71264 train 0.006135 71265 train 0.005901 71266 train 0.007484 71267 train 0.007617 71268 train 0.006601 71269 train 0.007437 71270 train 0.008361 71271 train 0.005861 71272 train 0.010066 71273 train 0.007131 71274 train 0.009821 71275 val 19.4003 71275 train 0.007542 71276 train 0.006297 71277 train 0.007608 71278 train 0.008350 71279 train 0.009335 71280 train 0.007167 71281 train 0.006101 71282 train 0.008005 71283 train 0.007289 71284 train 0.005870 71285 train 0.006373 71286 train 0.010736 71287 train 0.007984 71288 train 0.006693 71289 train 0.006658 71290 train 0.006130 71291 train 0.006785 71292 train 0.005771 71293 train 0.006393 71294 train 0.007501 71295 train 0.015131 71296 train 0.006436 71297 train 0.008177 71298 train 0.006955 71299 train 0.008884 71300 val 19.3906 71300 train 0.008862 71301 train 0.005615 71302 train 0.007812 71303 train 0.007329 71304 train 0.006470 71305 train 0.007512 71306 train 0.007758 71307 train 0.006494 71308 train 0.009411 71309 train 0.007539 71310 train 0.030167 71311 train 0.009124 71312 train 0.006246 71313 train 0.006422 71314 train 0.015344 71315 train 0.007648 71316 train 0.008200 71317 train 0.007129 71318 train 0.007761 71319 train 0.006861 71320 train 0.006843 71321 train 0.007002 71322 train 0.007380 71323 train 0.008395 71324 train 0.007647 71325 val 19.5107 71325 train 0.006550 71326 train 0.007772 71327 train 0.006889 71328 train 0.007424 71329 train 0.006610 71330 train 0.007412 71331 train 0.011902 71332 train 0.006473 71333 train 0.007257 71334 train 0.006380 71335 train 0.007687 71336 train 0.010361 71337 train 0.006769 71338 train 0.007806 71339 train 0.006555 71340 train 0.006387 71341 train 0.007005 71342 train 0.007085 71343 train 0.006658 71344 train 0.009657 71345 train 0.009633 71346 train 0.020829 71347 train 0.007021 71348 train 0.006393 71349 train 0.007328 71350 val 19.3735 71350 train 0.012011 71351 train 0.007493 71352 train 0.007874 71353 train 0.007021 71354 train 0.007940 71355 train 0.006979 71356 train 0.006238 71357 train 0.005863 71358 train 0.005511 71359 train 0.006317 71360 train 0.006719 71361 train 0.005322 71362 train 0.007375 71363 train 0.006251 71364 train 0.006376 71365 train 0.007691 71366 train 0.005829 71367 train 0.008618 71368 train 0.006447 71369 train 0.008020 71370 train 0.006053 71371 train 0.005158 71372 train 0.011359 71373 train 0.005039 71374 train 0.008569 71375 val 19.4065 71375 train 0.006178 71376 train 0.005436 71377 train 0.007188 71378 train 0.006155 71379 train 0.007451 71380 train 0.005562 71381 train 0.006889 71382 train 0.022875 71383 train 0.005217 71384 train 0.006898 71385 train 0.007660 71386 train 0.010047 71387 train 0.008069 71388 train 0.007415 71389 train 0.006679 71390 train 0.007208 71391 train 0.006392 71392 train 0.006746 71393 train 0.005906 71394 train 0.005847 71395 train 0.006275 71396 train 0.006946 71397 train 0.007371 71398 train 0.007374 71399 train 0.005651 71400 val 19.4758 71400 train 0.006043 71401 train 0.005763 71402 train 0.006599 71403 train 0.008331 71404 train 0.008302 71405 train 0.006350 71406 train 0.007280 71407 train 0.007375 71408 train 0.009855 71409 train 0.006161 71410 train 0.010881 71411 train 0.007600 71412 train 0.005837 71413 train 0.007556 71414 train 0.007511 71415 train 0.008893 71416 train 0.005645 71417 train 0.006690 71418 train 0.011690 71419 train 0.007883 71420 train 0.007863 71421 train 0.009223 71422 train 0.007704 71423 train 0.008165 71424 train 0.006571 71425 val 19.3890 71425 train 0.008200 71426 train 0.006838 71427 train 0.006028 71428 train 0.006273 71429 train 0.006612 71430 train 0.006156 71431 train 0.006978 71432 train 0.006612 71433 train 0.008098 71434 train 0.007942 71435 train 0.006722 71436 train 0.005765 71437 train 0.006740 71438 train 0.016197 71439 train 0.007265 71440 train 0.006579 71441 train 0.006638 71442 train 0.010950 71443 train 0.006560 71444 train 0.007402 71445 train 0.006776 71446 train 0.011073 71447 train 0.006580 71448 train 0.007158 71449 train 0.007802 71450 val 19.3686 71450 train 0.007868 71451 train 0.009692 71452 train 0.005358 71453 train 0.006102 71454 train 0.006914 71455 train 0.006561 71456 train 0.008525 71457 train 0.011065 71458 train 0.007256 71459 train 0.006798 71460 train 0.006017 71461 train 0.011670 71462 train 0.006088 71463 train 0.006536 71464 train 0.006224 71465 train 0.008650 71466 train 0.005917 71467 train 0.006964 71468 train 0.008211 71469 train 0.008691 71470 train 0.007224 71471 train 0.007741 71472 train 0.006632 71473 train 0.005786 71474 train 0.062111 71475 val 19.4246 71475 train 0.007446 71476 train 0.007642 71477 train 0.006694 71478 train 0.010244 71479 train 0.009439 71480 train 0.007834 71481 train 0.007942 71482 train 0.009033 71483 train 0.006802 71484 train 0.006139 71485 train 0.007260 71486 train 0.010918 71487 train 0.009450 71488 train 0.007544 71489 train 0.007197 71490 train 0.006593 71491 train 0.006743 71492 train 0.027663 71493 train 0.010683 71494 train 0.008654 71495 train 0.005995 71496 train 0.006900 71497 train 0.010994 71498 train 0.005994 71499 train 0.006489 71500 val 19.3336 71500 train 0.007728 71501 train 0.008185 71502 train 0.006268 71503 train 0.006983 71504 train 0.008515 71505 train 0.008373 71506 train 0.007520 71507 train 0.008426 71508 train 0.008256 71509 train 0.009171 71510 train 0.017110 71511 train 0.008000 71512 train 0.006821 71513 train 0.006842 71514 train 0.009901 71515 train 0.007206 71516 train 0.006298 71517 train 0.006386 71518 train 0.006988 71519 train 0.006293 71520 train 0.005647 71521 train 0.006375 71522 train 0.007797 71523 train 0.008817 71524 train 0.006994 71525 val 19.4020 71525 train 0.007131 71526 train 0.006721 71527 train 0.005457 71528 train 0.012873 71529 train 0.008027 71530 train 0.010447 71531 train 0.005490 71532 train 0.007387 71533 train 0.012439 71534 train 0.005643 71535 train 0.006166 71536 train 0.006620 71537 train 0.007521 71538 train 0.005961 71539 train 0.005981 71540 train 0.007103 71541 train 0.006159 71542 train 0.006560 71543 train 0.008068 71544 train 0.008242 71545 train 0.010656 71546 train 0.008222 71547 train 0.006935 71548 train 0.005905 71549 train 0.006304 71550 val 19.3468 71550 train 0.005969 71551 train 0.005505 71552 train 0.006323 71553 train 0.008056 71554 train 0.008618 71555 train 0.007067 71556 train 0.004709 71557 train 0.005481 71558 train 0.010406 71559 train 0.005914 71560 train 0.006892 71561 train 0.006005 71562 train 0.005934 71563 train 0.006581 71564 train 0.012521 71565 train 0.007228 71566 train 0.006973 71567 train 0.006091 71568 train 0.006606 71569 train 0.006472 71570 train 0.005906 71571 train 0.005727 71572 train 0.006367 71573 train 0.005840 71574 train 0.005549 71575 val 19.3726 71575 train 0.006699 71576 train 0.005846 71577 train 0.007332 71578 train 0.006763 71579 train 0.008854 71580 train 0.007833 71581 train 0.008004 71582 train 0.007269 71583 train 0.006798 71584 train 0.007845 71585 train 0.008125 71586 train 0.006208 71587 train 0.005644 71588 train 0.006727 71589 train 0.015700 71590 train 0.007769 71591 train 0.007149 71592 train 0.007676 71593 train 0.007081 71594 train 0.007746 71595 train 0.005215 71596 train 0.008621 71597 train 0.006283 71598 train 0.005497 71599 train 0.006881 71600 val 19.2934 71600 train 0.007286 71601 train 0.007506 71602 train 0.011658 71603 train 0.006400 71604 train 0.007747 71605 train 0.006711 71606 train 0.008008 71607 train 0.006798 71608 train 0.006263 71609 train 0.007542 71610 train 0.007547 71611 train 0.009033 71612 train 0.006270 71613 train 0.007717 71614 train 0.005801 71615 train 0.010578 71616 train 0.009208 71617 train 0.007519 71618 train 0.009686 71619 train 0.006979 71620 train 0.010156 71621 train 0.007954 71622 train 0.005448 71623 train 0.008215 71624 train 0.006632 71625 val 19.3655 71625 train 0.013502 71626 train 0.009001 71627 train 0.007152 71628 train 0.008855 71629 train 0.006841 71630 train 0.006697 71631 train 0.006175 71632 train 0.005961 71633 train 0.007956 71634 train 0.007918 71635 train 0.007982 71636 train 0.007992 71637 train 0.007277 71638 train 0.008341 71639 train 0.006416 71640 train 0.006964 71641 train 0.006876 71642 train 0.007891 71643 train 0.008308 71644 train 0.007012 71645 train 0.007056 71646 train 0.009687 71647 train 0.016091 71648 train 0.006443 71649 train 0.006276 71650 val 19.2973 71650 train 0.005957 71651 train 0.007355 71652 train 0.008846 71653 train 0.006707 71654 train 0.007807 71655 train 0.007981 71656 train 0.013451 71657 train 0.006390 71658 train 0.006443 71659 train 0.012109 71660 train 0.006697 71661 train 0.009641 71662 train 0.007719 71663 train 0.007561 71664 train 0.007886 71665 train 0.006809 71666 train 0.006392 71667 train 0.005695 71668 train 0.006176 71669 train 0.008276 71670 train 0.007513 71671 train 0.008877 71672 train 0.007067 71673 train 0.006234 71674 train 0.009155 71675 val 19.3259 71675 train 0.005867 71676 train 0.006890 71677 train 0.005879 71678 train 0.007145 71679 train 0.006460 71680 train 0.005917 71681 train 0.007421 71682 train 0.007351 71683 train 0.011408 71684 train 0.006516 71685 train 0.005620 71686 train 0.006627 71687 train 0.006107 71688 train 0.009432 71689 train 0.006736 71690 train 0.008566 71691 train 0.007982 71692 train 0.007987 71693 train 0.006946 71694 train 0.006826 71695 train 0.009985 71696 train 0.006133 71697 train 0.006212 71698 train 0.006776 71699 train 0.006540 71700 val 19.3302 71700 train 0.006973 71701 train 0.007078 71702 train 0.006830 71703 train 0.006269 71704 train 0.005797 71705 train 0.005892 71706 train 0.007061 71707 train 0.007788 71708 train 0.006179 71709 train 0.006888 71710 train 0.008114 71711 train 0.005886 71712 train 0.006514 71713 train 0.005288 71714 train 0.006941 71715 train 0.006117 71716 train 0.005917 71717 train 0.008301 71718 train 0.006559 71719 train 0.014447 71720 train 0.007822 71721 train 0.005781 71722 train 0.005637 71723 train 0.007135 71724 train 0.007024 71725 val 19.3319 71725 train 0.007744 71726 train 0.010723 71727 train 0.007675 71728 train 0.007075 71729 train 0.006506 71730 train 0.006584 71731 train 0.009864 71732 train 0.006919 71733 train 0.006039 71734 train 0.009220 71735 train 0.005142 71736 train 0.006004 71737 train 0.006952 71738 train 0.005940 71739 train 0.005901 71740 train 0.007036 71741 train 0.007178 71742 train 0.006184 71743 train 0.010258 71744 train 0.006608 71745 train 0.008137 71746 train 0.008871 71747 train 0.006960 71748 train 0.006870 71749 train 0.006575 71750 val 19.3839 71750 train 0.005306 71751 train 0.007279 71752 train 0.006121 71753 train 0.009995 71754 train 0.006417 71755 train 0.006925 71756 train 0.008259 71757 train 0.006495 71758 train 0.005843 71759 train 0.005911 71760 train 0.007522 71761 train 0.010969 71762 train 0.007533 71763 train 0.006491 71764 train 0.006713 71765 train 0.006481 71766 train 0.006087 71767 train 0.006974 71768 train 0.006287 71769 train 0.006691 71770 train 0.024903 71771 train 0.007012 71772 train 0.006863 71773 train 0.008913 71774 train 0.006198 71775 val 19.3329 71775 train 0.005811 71776 train 0.007527 71777 train 0.008609 71778 train 0.005688 71779 train 0.009448 71780 train 0.006556 71781 train 0.009887 71782 train 0.009235 71783 train 0.011977 71784 train 0.007244 71785 train 0.007725 71786 train 0.006545 71787 train 0.006401 71788 train 0.007345 71789 train 0.009024 71790 train 0.006822 71791 train 0.007037 71792 train 0.008495 71793 train 0.007374 71794 train 0.006588 71795 train 0.006902 71796 train 0.007114 71797 train 0.009639 71798 train 0.009292 71799 train 0.006827 71800 val 19.3046 71800 train 0.007829 71801 train 0.006606 71802 train 0.006565 71803 train 0.007258 71804 train 0.006163 71805 train 0.007722 71806 train 0.018509 71807 train 0.008178 71808 train 0.006934 71809 train 0.008299 71810 train 0.009092 71811 train 0.007375 71812 train 0.008092 71813 train 0.007042 71814 train 0.006436 71815 train 0.007441 71816 train 0.007093 71817 train 0.016856 71818 train 0.006448 71819 train 0.008203 71820 train 0.006403 71821 train 0.005468 71822 train 0.005835 71823 train 0.005560 71824 train 0.007510 71825 val 19.3134 71825 train 0.007813 71826 train 0.005619 71827 train 0.006633 71828 train 0.008712 71829 train 0.006710 71830 train 0.007642 71831 train 0.006519 71832 train 0.006355 71833 train 0.008287 71834 train 0.006550 71835 train 0.006003 71836 train 0.005991 71837 train 0.006740 71838 train 0.006553 71839 train 0.006907 71840 train 0.006902 71841 train 0.007102 71842 train 0.013670 71843 train 0.008797 71844 train 0.006914 71845 train 0.007941 71846 train 0.005522 71847 train 0.006201 71848 train 0.006684 71849 train 0.005945 71850 val 19.2970 71850 train 0.005664 71851 train 0.007219 71852 train 0.007284 71853 train 0.007937 71854 train 0.005344 71855 train 0.009314 71856 train 0.007335 71857 train 0.006937 71858 train 0.006161 71859 train 0.006096 71860 train 0.005893 71861 train 0.007036 71862 train 0.005975 71863 train 0.007283 71864 train 0.008922 71865 train 0.007692 71866 train 0.005861 71867 train 0.006989 71868 train 0.005839 71869 train 0.006437 71870 train 0.006324 71871 train 0.006764 71872 train 0.008016 71873 train 0.011583 71874 train 0.006972 71875 val 19.3236 71875 train 0.007263 71876 train 0.006608 71877 train 0.006604 71878 train 0.006436 71879 train 0.007868 71880 train 0.005722 71881 train 0.013138 71882 train 0.006626 71883 train 0.008134 71884 train 0.006994 71885 train 0.006704 71886 train 0.006392 71887 train 0.007353 71888 train 0.010594 71889 train 0.008094 71890 train 0.005394 71891 train 0.009436 71892 train 0.010347 71893 train 0.006668 71894 train 0.006460 71895 train 0.005492 71896 train 0.006338 71897 train 0.008106 71898 train 0.007487 71899 train 0.007380 71900 val 19.2921 71900 train 0.008598 71901 train 0.008954 71902 train 0.006616 71903 train 0.006377 71904 train 0.006613 71905 train 0.006826 71906 train 0.007820 71907 train 0.007730 71908 train 0.007423 71909 train 0.007860 71910 train 0.007409 71911 train 0.007288 71912 train 0.005817 71913 train 0.005879 71914 train 0.005874 71915 train 0.009400 71916 train 0.005212 71917 train 0.009134 71918 train 0.007716 71919 train 0.006986 71920 train 0.007351 71921 train 0.008653 71922 train 0.007101 71923 train 0.008503 71924 train 0.006488 71925 val 19.2773 71925 train 0.011561 71926 train 0.005791 71927 train 0.007055 71928 train 0.008216 71929 train 0.006965 71930 train 0.006443 71931 train 0.007567 71932 train 0.005906 71933 train 0.005878 71934 train 0.008792 71935 train 0.007203 71936 train 0.010330 71937 train 0.010591 71938 train 0.006644 71939 train 0.006225 71940 train 0.006208 71941 train 0.006836 71942 train 0.006946 71943 train 0.006457 71944 train 0.006572 71945 train 0.008319 71946 train 0.006349 71947 train 0.006650 71948 train 0.005944 71949 train 0.005889 71950 val 19.3459 71950 train 0.006592 71951 train 0.011331 71952 train 0.005336 71953 train 0.007219 71954 train 0.006789 71955 train 0.008707 71956 train 0.006683 71957 train 0.009345 71958 train 0.007122 71959 train 0.006973 71960 train 0.006280 71961 train 0.009441 71962 train 0.005871 71963 train 0.007333 71964 train 0.008236 71965 train 0.006711 71966 train 0.006446 71967 train 0.008636 71968 train 0.006644 71969 train 0.006219 71970 train 0.009161 71971 train 0.006717 71972 train 0.006832 71973 train 0.008040 71974 train 0.006391 71975 val 19.3180 71975 train 0.006416 71976 train 0.005901 71977 train 0.007171 71978 train 0.007062 71979 train 0.005594 71980 train 0.006910 71981 train 0.009016 71982 train 0.007354 71983 train 0.006819 71984 train 0.006118 71985 train 0.006608 71986 train 0.008451 71987 train 0.019715 71988 train 0.005387 71989 train 0.008183 71990 train 0.008892 71991 train 0.008893 71992 train 0.006308 71993 train 0.011980 71994 train 0.008065 71995 train 0.007497 71996 train 0.007345 71997 train 0.008373 71998 train 0.006641 71999 train 0.008600 72000 val 19.2597 72000 train 0.008662 72001 train 0.006447 72002 train 0.006599 72003 train 0.007297 72004 train 0.006391 72005 train 0.006331 72006 train 0.008076 72007 train 0.007434 72008 train 0.007010 72009 train 0.006843 72010 train 0.007481 72011 train 0.006832 72012 train 0.005831 72013 train 0.006557 72014 train 0.008531 72015 train 0.005507 72016 train 0.006237 72017 train 0.007576 72018 train 0.007257 72019 train 0.007409 72020 train 0.005538 72021 train 0.007195 72022 train 0.008166 72023 train 0.013194 72024 train 0.006074 72025 val 19.3269 72025 train 0.007425 72026 train 0.009163 72027 train 0.008781 72028 train 0.006552 72029 train 0.008056 72030 train 0.013261 72031 train 0.005912 72032 train 0.006797 72033 train 0.007027 72034 train 0.005883 72035 train 0.006653 72036 train 0.006922 72037 train 0.006595 72038 train 0.009943 72039 train 0.007524 72040 train 0.006002 72041 train 0.007716 72042 train 0.006437 72043 train 0.007578 72044 train 0.006549 72045 train 0.006123 72046 train 0.006385 72047 train 0.006751 72048 train 0.007076 72049 train 0.006648 72050 val 19.3517 72050 train 0.010080 72051 train 0.005881 72052 train 0.005367 72053 train 0.006528 72054 train 0.006800 72055 train 0.010195 72056 train 0.006360 72057 train 0.008352 72058 train 0.006645 72059 train 0.013365 72060 train 0.006367 72061 train 0.005748 72062 train 0.006414 72063 train 0.007266 72064 train 0.005552 72065 train 0.007589 72066 train 0.008157 72067 train 0.005761 72068 train 0.007472 72069 train 0.006708 72070 train 0.005811 72071 train 0.006084 72072 train 0.007944 72073 train 0.006435 72074 train 0.009888 72075 val 19.3126 72075 train 0.008001 72076 train 0.005716 72077 train 0.005330 72078 train 0.007325 72079 train 0.006018 72080 train 0.007325 72081 train 0.007731 72082 train 0.007525 72083 train 0.009167 72084 train 0.007454 72085 train 0.005695 72086 train 0.010225 72087 train 0.005959 72088 train 0.005430 72089 train 0.006750 72090 train 0.006587 72091 train 0.009222 72092 train 0.007188 72093 train 0.008673 72094 train 0.005832 72095 train 0.007046 72096 train 0.007063 72097 train 0.005208 72098 train 0.005805 72099 train 0.006741 72100 val 19.3350 72100 train 0.006722 72101 train 0.007730 72102 train 0.007347 72103 train 0.007127 72104 train 0.006981 72105 train 0.007268 72106 train 0.006123 72107 train 0.005836 72108 train 0.006103 72109 train 0.005771 72110 train 0.007589 72111 train 0.009841 72112 train 0.007573 72113 train 0.007482 72114 train 0.007463 72115 train 0.006344 72116 train 0.007905 72117 train 0.008068 72118 train 0.009315 72119 train 0.010309 72120 train 0.006338 72121 train 0.006847 72122 train 0.008516 72123 train 0.007817 72124 train 0.007407 72125 val 19.3724 72125 train 0.006824 72126 train 0.008015 72127 train 0.007689 72128 train 0.006098 72129 train 0.008552 72130 train 0.006453 72131 train 0.006909 72132 train 0.007134 72133 train 0.005688 72134 train 0.006831 72135 train 0.006387 72136 train 0.006482 72137 train 0.007754 72138 train 0.007853 72139 train 0.012292 72140 train 0.007244 72141 train 0.008239 72142 train 0.006628 72143 train 0.005894 72144 train 0.008208 72145 train 0.007440 72146 train 0.007535 72147 train 0.008755 72148 train 0.007791 72149 train 0.007817 72150 val 19.3472 72150 train 0.008787 72151 train 0.006728 72152 train 0.006085 72153 train 0.008879 72154 train 0.010481 72155 train 0.007781 72156 train 0.006736 72157 train 0.006886 72158 train 0.013720 72159 train 0.010004 72160 train 0.006287 72161 train 0.005981 72162 train 0.006949 72163 train 0.008036 72164 train 0.005462 72165 train 0.007927 72166 train 0.006151 72167 train 0.006543 72168 train 0.008092 72169 train 0.005475 72170 train 0.005911 72171 train 0.005931 72172 train 0.007479 72173 train 0.008080 72174 train 0.007412 72175 val 19.3750 72175 train 0.028523 72176 train 0.007196 72177 train 0.007255 72178 train 0.006564 72179 train 0.006082 72180 train 0.005487 72181 train 0.009732 72182 train 0.006857 72183 train 0.008333 72184 train 0.006782 72185 train 0.006350 72186 train 0.013738 72187 train 0.007281 72188 train 0.008244 72189 train 0.008001 72190 train 0.009370 72191 train 0.008177 72192 train 0.006686 72193 train 0.007643 72194 train 0.008023 72195 train 0.006728 72196 train 0.006288 72197 train 0.005853 72198 train 0.009715 72199 train 0.008236 72200 val 19.3448 72200 train 0.005654 72201 train 0.008321 72202 train 0.005714 72203 train 0.005881 72204 train 0.007820 72205 train 0.005756 72206 train 0.006687 72207 train 0.005847 72208 train 0.008087 72209 train 0.005495 72210 train 0.005538 72211 train 0.011008 72212 train 0.006331 72213 train 0.006401 72214 train 0.007353 72215 train 0.005702 72216 train 0.005412 72217 train 0.007030 72218 train 0.007516 72219 train 0.006459 72220 train 0.005761 72221 train 0.006792 72222 train 0.013796 72223 train 0.006505 72224 train 0.007779 72225 val 19.3338 72225 train 0.005767 72226 train 0.006176 72227 train 0.005760 72228 train 0.006291 72229 train 0.006934 72230 train 0.006659 72231 train 0.007025 72232 train 0.007365 72233 train 0.006178 72234 train 0.007049 72235 train 0.006987 72236 train 0.005592 72237 train 0.007658 72238 train 0.005971 72239 train 0.006902 72240 train 0.006594 72241 train 0.006541 72242 train 0.007090 72243 train 0.005565 72244 train 0.006466 72245 train 0.005809 72246 train 0.005595 72247 train 0.009979 72248 train 0.009377 72249 train 0.008725 72250 val 19.3387 72250 train 0.007120 72251 train 0.006885 72252 train 0.005012 72253 train 0.007219 72254 train 0.009921 72255 train 0.007739 72256 train 0.005592 72257 train 0.007998 72258 train 0.010251 72259 train 0.006232 72260 train 0.006700 72261 train 0.004961 72262 train 0.006501 72263 train 0.006004 72264 train 0.009381 72265 train 0.007113 72266 train 0.007596 72267 train 0.006730 72268 train 0.006694 72269 train 0.007034 72270 train 0.006764 72271 train 0.006475 72272 train 0.006372 72273 train 0.008092 72274 train 0.005618 72275 val 19.3393 72275 train 0.006457 72276 train 0.008464 72277 train 0.006820 72278 train 0.010112 72279 train 0.006601 72280 train 0.007208 72281 train 0.007101 72282 train 0.005846 72283 train 0.006887 72284 train 0.006509 72285 train 0.009698 72286 train 0.008217 72287 train 0.008944 72288 train 0.005424 72289 train 0.006376 72290 train 0.010525 72291 train 0.006844 72292 train 0.005773 72293 train 0.008101 72294 train 0.007621 72295 train 0.006536 72296 train 0.006622 72297 train 0.007132 72298 train 0.005241 72299 train 0.006558 72300 val 19.2482 72300 train 0.009244 72301 train 0.009634 72302 train 0.008979 72303 train 0.006544 72304 train 0.008017 72305 train 0.006624 72306 train 0.006258 72307 train 0.006343 72308 train 0.006401 72309 train 0.007354 72310 train 0.006681 72311 train 0.006964 72312 train 0.007841 72313 train 0.006781 72314 train 0.007399 72315 train 0.006022 72316 train 0.007163 72317 train 0.007529 72318 train 0.006053 72319 train 0.007440 72320 train 0.006368 72321 train 0.010239 72322 train 0.007406 72323 train 0.011029 72324 train 0.006150 72325 val 19.3584 72325 train 0.005745 72326 train 0.012191 72327 train 0.006045 72328 train 0.005919 72329 train 0.009654 72330 train 0.006145 72331 train 0.005944 72332 train 0.007071 72333 train 0.005491 72334 train 0.006354 72335 train 0.006221 72336 train 0.007494 72337 train 0.007464 72338 train 0.007445 72339 train 0.007337 72340 train 0.006895 72341 train 0.006355 72342 train 0.006921 72343 train 0.007463 72344 train 0.007600 72345 train 0.007801 72346 train 0.007196 72347 train 0.007125 72348 train 0.007831 72349 train 0.007240 72350 val 19.3467 72350 train 0.008044 72351 train 0.006322 72352 train 0.006499 72353 train 0.006276 72354 train 0.007464 72355 train 0.005838 72356 train 0.006816 72357 train 0.046503 72358 train 0.008846 72359 train 0.008141 72360 train 0.009127 72361 train 0.007843 72362 train 0.009917 72363 train 0.007523 72364 train 0.009458 72365 train 0.010449 72366 train 0.007164 72367 train 0.006645 72368 train 0.010216 72369 train 0.006609 72370 train 0.007257 72371 train 0.006925 72372 train 0.007897 72373 train 0.007990 72374 train 0.007314 72375 val 19.2875 72375 train 0.007051 72376 train 0.007558 72377 train 0.005940 72378 train 0.006668 72379 train 0.008000 72380 train 0.007693 72381 train 0.007730 72382 train 0.013149 72383 train 0.007205 72384 train 0.007212 72385 train 0.006698 72386 train 0.006409 72387 train 0.006610 72388 train 0.005825 72389 train 0.005972 72390 train 0.006229 72391 train 0.006733 72392 train 0.007201 72393 train 0.134575 72394 train 0.005862 72395 train 0.007687 72396 train 0.008130 72397 train 0.008345 72398 train 0.009067 72399 train 0.008930 72400 val 19.1671 72400 train 0.008701 72401 train 0.009416 72402 train 0.007505 72403 train 0.007201 72404 train 0.008171 72405 train 0.007206 72406 train 0.008524 72407 train 0.006312 72408 train 0.007673 72409 train 0.006468 72410 train 0.005980 72411 train 0.006531 72412 train 0.006403 72413 train 0.005572 72414 train 0.006427 72415 train 0.008253 72416 train 0.008673 72417 train 0.008039 72418 train 0.006846 72419 train 0.007586 72420 train 0.007455 72421 train 0.007100 72422 train 0.006294 72423 train 0.006620 72424 train 0.005855 72425 val 19.2913 72425 train 0.005641 72426 train 0.005758 72427 train 0.010459 72428 train 0.009744 72429 train 0.020858 72430 train 0.005715 72431 train 0.005956 72432 train 0.006061 72433 train 0.006214 72434 train 0.006604 72435 train 0.007455 72436 train 0.006316 72437 train 0.006227 72438 train 0.006158 72439 train 0.006507 72440 train 0.005423 72441 train 0.005595 72442 train 0.008133 72443 train 0.005510 72444 train 0.005871 72445 train 0.005150 72446 train 0.005703 72447 train 0.004925 72448 train 0.005780 72449 train 0.005369 72450 val 19.2363 72450 train 0.005479 72451 train 0.007061 72452 train 0.005460 72453 train 0.005957 72454 train 0.005980 72455 train 0.005677 72456 train 0.009197 72457 train 0.005428 72458 train 0.006001 72459 train 0.005422 72460 train 0.005836 72461 train 0.004736 72462 train 0.005768 72463 train 0.007944 72464 train 0.029520 72465 train 0.047663 72466 train 0.005261 72467 train 0.005245 72468 train 0.006088 72469 train 0.006646 72470 train 0.006401 72471 train 0.009555 72472 train 0.007025 72473 train 0.006225 72474 train 0.005640 72475 val 19.1444 72475 train 0.006906 72476 train 0.005482 72477 train 0.006388 72478 train 0.007931 72479 train 0.006626 72480 train 0.005992 72481 train 0.005413 72482 train 0.005394 72483 train 0.004888 72484 train 0.007152 72485 train 0.005442 72486 train 0.006239 72487 train 0.006123 72488 train 0.006020 72489 train 0.006710 72490 train 0.006000 72491 train 0.005880 72492 train 0.010023 72493 train 0.005566 72494 train 0.008804 72495 train 0.004623 72496 train 0.005571 72497 train 0.006722 72498 train 0.006248 72499 train 0.007381 72500 val 19.3050 72500 train 0.019224 72501 train 0.033272 72502 train 0.004902 72503 train 0.005754 72504 train 0.006023 72505 train 0.006730 72506 train 0.008309 72507 train 0.006913 72508 train 0.007898 72509 train 0.006761 72510 train 0.005903 72511 train 0.007556 72512 train 0.005214 72513 train 0.006460 72514 train 0.007130 72515 train 0.006172 72516 train 0.005939 72517 train 0.005582 72518 train 0.005047 72519 train 0.005718 72520 train 0.007216 72521 train 0.006756 72522 train 0.006793 72523 train 0.007117 72524 train 0.007452 72525 val 19.3132 72525 train 0.006718 72526 train 0.005396 72527 train 0.006370 72528 train 0.009931 72529 train 0.006553 72530 train 0.008039 72531 train 0.006189 72532 train 0.004851 72533 train 0.006777 72534 train 0.005417 72535 train 0.006222 72536 train 0.010273 72537 train 0.100227 72538 train 0.006054 72539 train 0.005688 72540 train 0.005480 72541 train 0.007560 72542 train 0.008509 72543 train 0.009984 72544 train 0.009562 72545 train 0.007617 72546 train 0.006123 72547 train 0.008307 72548 train 0.005707 72549 train 0.008548 72550 val 19.2441 72550 train 0.008164 72551 train 0.007529 72552 train 0.006771 72553 train 0.006403 72554 train 0.006168 72555 train 0.006651 72556 train 0.006905 72557 train 0.006363 72558 train 0.006743 72559 train 0.007169 72560 train 0.007587 72561 train 0.006669 72562 train 0.005778 72563 train 0.006644 72564 train 0.007496 72565 train 0.009025 72566 train 0.010069 72567 train 0.006651 72568 train 0.006737 72569 train 0.006963 72570 train 0.005398 72571 train 0.005227 72572 train 0.006023 72573 train 0.021335 72574 train 0.006507 72575 val 19.2342 72575 train 0.006158 72576 train 0.005389 72577 train 0.005573 72578 train 0.005646 72579 train 0.006700 72580 train 0.006055 72581 train 0.006171 72582 train 0.004592 72583 train 0.007841 72584 train 0.005012 72585 train 0.009010 72586 train 0.006957 72587 train 0.005267 72588 train 0.005396 72589 train 0.005024 72590 train 0.005217 72591 train 0.006242 72592 train 0.006926 72593 train 0.006023 72594 train 0.005931 72595 train 0.007509 72596 train 0.007002 72597 train 0.005701 72598 train 0.005346 72599 train 0.006477 72600 val 19.2969 72600 train 0.007991 72601 train 0.009994 72602 train 0.006744 72603 train 0.006354 72604 train 0.006503 72605 train 0.007208 72606 train 0.005472 72607 train 0.005502 72608 train 0.005912 72609 train 0.013170 72610 train 0.006807 72611 train 0.006369 72612 train 0.006531 72613 train 0.007022 72614 train 0.006329 72615 train 0.006000 72616 train 0.006473 72617 train 0.006529 72618 train 0.004680 72619 train 0.007888 72620 train 0.005341 72621 train 0.013108 72622 train 0.006030 72623 train 0.006053 72624 train 0.007437 72625 val 19.1751 72625 train 0.006390 72626 train 0.005465 72627 train 0.007620 72628 train 0.006627 72629 train 0.007384 72630 train 0.005374 72631 train 0.015749 72632 train 0.007865 72633 train 0.005892 72634 train 0.005572 72635 train 0.006386 72636 train 0.008966 72637 train 0.010893 72638 train 0.008650 72639 train 0.006405 72640 train 0.007545 72641 train 0.008204 72642 train 0.006114 72643 train 0.005863 72644 train 0.006738 72645 train 0.008945 72646 train 0.007360 72647 train 0.006279 72648 train 0.008870 72649 train 0.015516 72650 val 19.2619 72650 train 0.008533 72651 train 0.005558 72652 train 0.007020 72653 train 0.005414 72654 train 0.005530 72655 train 0.007081 72656 train 0.006092 72657 train 0.010628 72658 train 0.006404 72659 train 0.006775 72660 train 0.007049 72661 train 0.006583 72662 train 0.006508 72663 train 0.006679 72664 train 0.008457 72665 train 0.007726 72666 train 0.006950 72667 train 0.008859 72668 train 0.006937 72669 train 0.006220 72670 train 0.006553 72671 train 0.008147 72672 train 0.005893 72673 train 0.009417 72674 train 0.007085 72675 val 19.2560 72675 train 0.006191 72676 train 0.008440 72677 train 0.007298 72678 train 0.006308 72679 train 0.007304 72680 train 0.006595 72681 train 0.005945 72682 train 0.007264 72683 train 0.004856 72684 train 0.007698 72685 train 0.010798 72686 train 0.006060 72687 train 0.005393 72688 train 0.006438 72689 train 0.006178 72690 train 0.005896 72691 train 0.005907 72692 train 0.005933 72693 train 0.008500 72694 train 0.006336 72695 train 0.005971 72696 train 0.006472 72697 train 0.005846 72698 train 0.006172 72699 train 0.006101 72700 val 19.2039 72700 train 0.007581 72701 train 0.006846 72702 train 0.008685 72703 train 0.009818 72704 train 0.006152 72705 train 0.005661 72706 train 0.006803 72707 train 0.008008 72708 train 0.006522 72709 train 0.007042 72710 train 0.006890 72711 train 0.006054 72712 train 0.010331 72713 train 0.005637 72714 train 0.005131 72715 train 0.007333 72716 train 0.006668 72717 train 0.006765 72718 train 0.012325 72719 train 0.004787 72720 train 0.008962 72721 train 0.010042 72722 train 0.005614 72723 train 0.005661 72724 train 0.005838 72725 val 19.2043 72725 train 0.006058 72726 train 0.005450 72727 train 0.006983 72728 train 0.006421 72729 train 0.006510 72730 train 0.007119 72731 train 0.006477 72732 train 0.005861 72733 train 0.005979 72734 train 0.005751 72735 train 0.008257 72736 train 0.006113 72737 train 0.009550 72738 train 0.007594 72739 train 0.007464 72740 train 0.007054 72741 train 0.005606 72742 train 0.005180 72743 train 0.005437 72744 train 0.008460 72745 train 0.009095 72746 train 0.006405 72747 train 0.006193 72748 train 0.009221 72749 train 0.005940 72750 val 19.2279 72750 train 0.005532 72751 train 0.008957 72752 train 0.006661 72753 train 0.008630 72754 train 0.030311 72755 train 0.005068 72756 train 0.007173 72757 train 0.007684 72758 train 0.006832 72759 train 0.007562 72760 train 0.007588 72761 train 0.006430 72762 train 0.007204 72763 train 0.007663 72764 train 0.006964 72765 train 0.006919 72766 train 0.009229 72767 train 0.006085 72768 train 0.007723 72769 train 0.007130 72770 train 0.005921 72771 train 0.010445 72772 train 0.007177 72773 train 0.010826 72774 train 0.006428 72775 val 19.1707 72775 train 0.006376 72776 train 0.007711 72777 train 0.006007 72778 train 0.005876 72779 train 0.006420 72780 train 0.008481 72781 train 0.008269 72782 train 0.006190 72783 train 0.005968 72784 train 0.006480 72785 train 0.007610 72786 train 0.006352 72787 train 0.006635 72788 train 0.008192 72789 train 0.007385 72790 train 0.017494 72791 train 0.006136 72792 train 0.005908 72793 train 0.005656 72794 train 0.005826 72795 train 0.006260 72796 train 0.006626 72797 train 0.007625 72798 train 0.006913 72799 train 0.007080 72800 val 19.1953 72800 train 0.006282 72801 train 0.009463 72802 train 0.007734 72803 train 0.006237 72804 train 0.011060 72805 train 0.007338 72806 train 0.006343 72807 train 0.009253 72808 train 0.006135 72809 train 0.010875 72810 train 0.006961 72811 train 0.006322 72812 train 0.005414 72813 train 0.005843 72814 train 0.006028 72815 train 0.005322 72816 train 0.006833 72817 train 0.011731 72818 train 0.006440 72819 train 0.006580 72820 train 0.006683 72821 train 0.007603 72822 train 0.005795 72823 train 0.006639 72824 train 0.008073 72825 val 19.1434 72825 train 0.005657 72826 train 0.011098 72827 train 0.008140 72828 train 0.006094 72829 train 0.005622 72830 train 0.005939 72831 train 0.005948 72832 train 0.006850 72833 train 0.007996 72834 train 0.011699 72835 train 0.007874 72836 train 0.005463 72837 train 0.006243 72838 train 0.006909 72839 train 0.005798 72840 train 0.010922 72841 train 0.007977 72842 train 0.006012 72843 train 0.006918 72844 train 0.008192 72845 train 0.007942 72846 train 0.005795 72847 train 0.005684 72848 train 0.006135 72849 train 0.006745 72850 val 19.1551 72850 train 0.008434 72851 train 0.005413 72852 train 0.007997 72853 train 0.022507 72854 train 0.007442 72855 train 0.006626 72856 train 0.006491 72857 train 0.008026 72858 train 0.006476 72859 train 0.008958 72860 train 0.007761 72861 train 0.005667 72862 train 0.006966 72863 train 0.007190 72864 train 0.005333 72865 train 0.006211 72866 train 0.007052 72867 train 0.006094 72868 train 0.008666 72869 train 0.008040 72870 train 0.008543 72871 train 0.007472 72872 train 0.005686 72873 train 0.006404 72874 train 0.006124 72875 val 19.2521 72875 train 0.007551 72876 train 0.012313 72877 train 0.008012 72878 train 0.006462 72879 train 0.006658 72880 train 0.006069 72881 train 0.006695 72882 train 0.005512 72883 train 0.008888 72884 train 0.006734 72885 train 0.005896 72886 train 0.009072 72887 train 0.006118 72888 train 0.007077 72889 train 0.010078 72890 train 0.006839 72891 train 0.006507 72892 train 0.006424 72893 train 0.007461 72894 train 0.005962 72895 train 0.006772 72896 train 0.005952 72897 train 0.005269 72898 train 0.006067 72899 train 0.006514 72900 val 19.2279 72900 train 0.005573 72901 train 0.006115 72902 train 0.008548 72903 train 0.006208 72904 train 0.007258 72905 train 0.009461 72906 train 0.007976 72907 train 0.008081 72908 train 0.007022 72909 train 0.007316 72910 train 0.006660 72911 train 0.007842 72912 train 0.011324 72913 train 0.008335 72914 train 0.007119 72915 train 0.007121 72916 train 0.006183 72917 train 0.006946 72918 train 0.007517 72919 train 0.008471 72920 train 0.006626 72921 train 0.007243 72922 train 0.008434 72923 train 0.005951 72924 train 0.013248 72925 val 19.1258 72925 train 0.008345 72926 train 0.007133 72927 train 0.006407 72928 train 0.005897 72929 train 0.007849 72930 train 0.007228 72931 train 0.008693 72932 train 0.006287 72933 train 0.007631 72934 train 0.006102 72935 train 0.007628 72936 train 0.006205 72937 train 0.005759 72938 train 0.007664 72939 train 0.006969 72940 train 0.007176 72941 train 0.007631 72942 train 0.007346 72943 train 0.008104 72944 train 0.006326 72945 train 0.007304 72946 train 0.006546 72947 train 0.007463 72948 train 0.007643 72949 train 0.009326 72950 val 19.2301 72950 train 0.006408 72951 train 0.006568 72952 train 0.007480 72953 train 0.008551 72954 train 0.008049 72955 train 0.006079 72956 train 0.005464 72957 train 0.006725 72958 train 0.006535 72959 train 0.006008 72960 train 0.055172 72961 train 0.007638 72962 train 0.007190 72963 train 0.006786 72964 train 0.006302 72965 train 0.009402 72966 train 0.007259 72967 train 0.010003 72968 train 0.006835 72969 train 0.006338 72970 train 0.008858 72971 train 0.007384 72972 train 0.006965 72973 train 0.006595 72974 train 0.007773 72975 val 19.2271 72975 train 0.006260 72976 train 0.006321 72977 train 0.006812 72978 train 0.006586 72979 train 0.008738 72980 train 0.006618 72981 train 0.006729 72982 train 0.007521 72983 train 0.007056 72984 train 0.007313 72985 train 0.008315 72986 train 0.006363 72987 train 0.006067 72988 train 0.008139 72989 train 0.009652 72990 train 0.007183 72991 train 0.005122 72992 train 0.006028 72993 train 0.005673 72994 train 0.006893 72995 train 0.005527 72996 train 0.015427 72997 train 0.006396 72998 train 0.005956 72999 train 0.006173 73000 val 19.1806 73000 train 0.007106 73001 train 0.007450 73002 train 0.006427 73003 train 0.006822 73004 train 0.006299 73005 train 0.004877 73006 train 0.007305 73007 train 0.005837 73008 train 0.006109 73009 train 0.005883 73010 train 0.008503 73011 train 0.005364 73012 train 0.006546 73013 train 0.005981 73014 train 0.007283 73015 train 0.005467 73016 train 0.006992 73017 train 0.005957 73018 train 0.005379 73019 train 0.005467 73020 train 0.007240 73021 train 0.006404 73022 train 0.005729 73023 train 0.005473 73024 train 0.006524 73025 val 19.2074 73025 train 0.006236 73026 train 0.006941 73027 train 0.004982 73028 train 0.005746 73029 train 0.005242 73030 train 0.005519 73031 train 0.005387 73032 train 0.009607 73033 train 0.005810 73034 train 0.005292 73035 train 0.006611 73036 train 0.006172 73037 train 0.005926 73038 train 0.006489 73039 train 0.006321 73040 train 0.006746 73041 train 0.005486 73042 train 0.005913 73043 train 0.005971 73044 train 0.005646 73045 train 0.006062 73046 train 0.016209 73047 train 0.006343 73048 train 0.006398 73049 train 0.005829 73050 val 19.1896 73050 train 0.007630 73051 train 0.005786 73052 train 0.005618 73053 train 0.005343 73054 train 0.008597 73055 train 0.006084 73056 train 0.007621 73057 train 0.007713 73058 train 0.011148 73059 train 0.007441 73060 train 0.008571 73061 train 0.006482 73062 train 0.006305 73063 train 0.004992 73064 train 0.007062 73065 train 0.005530 73066 train 0.007727 73067 train 0.007038 73068 train 0.011039 73069 train 0.006911 73070 train 0.005639 73071 train 0.006803 73072 train 0.008010 73073 train 0.008000 73074 train 0.005679 73075 val 19.2431 73075 train 0.007363 73076 train 0.006206 73077 train 0.005742 73078 train 0.007945 73079 train 0.008099 73080 train 0.006992 73081 train 0.006066 73082 train 0.010558 73083 train 0.006464 73084 train 0.008433 73085 train 0.006158 73086 train 0.031837 73087 train 0.006221 73088 train 0.006531 73089 train 0.006960 73090 train 0.006600 73091 train 0.007028 73092 train 0.006830 73093 train 0.011967 73094 train 0.020648 73095 train 0.006877 73096 train 0.007219 73097 train 0.006648 73098 train 0.007317 73099 train 0.005452 73100 val 19.1764 73100 train 0.007082 73101 train 0.005998 73102 train 0.008449 73103 train 0.006924 73104 train 0.011084 73105 train 0.008118 73106 train 0.006428 73107 train 0.007100 73108 train 0.007020 73109 train 0.008114 73110 train 0.006929 73111 train 0.008280 73112 train 0.007561 73113 train 0.006772 73114 train 0.007853 73115 train 0.007316 73116 train 0.006439 73117 train 0.006451 73118 train 0.006791 73119 train 0.005328 73120 train 0.007426 73121 train 0.007002 73122 train 0.018680 73123 train 0.006260 73124 train 0.005994 73125 val 19.1722 73125 train 0.007036 73126 train 0.006114 73127 train 0.007357 73128 train 0.005118 73129 train 0.008094 73130 train 0.040063 73131 train 0.007439 73132 train 0.006493 73133 train 0.006001 73134 train 0.006249 73135 train 0.005761 73136 train 0.006973 73137 train 0.007455 73138 train 0.007447 73139 train 0.006732 73140 train 0.012131 73141 train 0.007298 73142 train 0.005601 73143 train 0.007422 73144 train 0.006609 73145 train 0.006682 73146 train 0.006865 73147 train 0.006801 73148 train 0.006045 73149 train 0.005491 73150 val 19.2532 73150 train 0.006622 73151 train 0.008383 73152 train 0.006193 73153 train 0.005271 73154 train 0.005361 73155 train 0.005209 73156 train 0.005724 73157 train 0.005999 73158 train 0.017970 73159 train 0.006031 73160 train 0.005368 73161 train 0.006509 73162 train 0.006830 73163 train 0.006210 73164 train 0.006214 73165 train 0.006038 73166 train 0.012913 73167 train 0.006139 73168 train 0.005901 73169 train 0.005219 73170 train 0.005943 73171 train 0.005760 73172 train 0.006991 73173 train 0.005988 73174 train 0.007329 73175 val 19.1652 73175 train 0.006336 73176 train 0.008529 73177 train 0.006025 73178 train 0.005933 73179 train 0.007231 73180 train 0.005818 73181 train 0.006972 73182 train 0.006563 73183 train 0.006048 73184 train 0.007437 73185 train 0.006432 73186 train 0.008210 73187 train 0.007281 73188 train 0.006296 73189 train 0.005694 73190 train 0.005989 73191 train 0.005024 73192 train 0.005250 73193 train 0.005444 73194 train 0.009141 73195 train 0.007408 73196 train 0.005469 73197 train 0.006746 73198 train 0.006246 73199 train 0.005784 73200 val 19.1870 73200 train 0.006597 73201 train 0.005717 73202 train 0.012491 73203 train 0.006961 73204 train 0.005061 73205 train 0.005056 73206 train 0.005629 73207 train 0.005112 73208 train 0.006768 73209 train 0.006392 73210 train 0.008490 73211 train 0.005292 73212 train 0.013626 73213 train 0.006239 73214 train 0.006436 73215 train 0.006946 73216 train 0.006207 73217 train 0.008507 73218 train 0.008630 73219 train 0.006669 73220 train 0.005558 73221 train 0.007665 73222 train 0.008386 73223 train 0.008079 73224 train 0.007922 73225 val 19.2104 73225 train 0.006663 73226 train 0.009376 73227 train 0.005654 73228 train 0.005146 73229 train 0.006239 73230 train 0.008849 73231 train 0.006364 73232 train 0.006064 73233 train 0.008227 73234 train 0.009340 73235 train 0.006477 73236 train 0.006572 73237 train 0.009168 73238 train 0.009155 73239 train 0.007274 73240 train 0.006634 73241 train 0.005669 73242 train 0.006708 73243 train 0.005554 73244 train 0.007346 73245 train 0.007824 73246 train 0.010153 73247 train 0.006011 73248 train 0.008495 73249 train 0.008869 73250 val 19.1559 73250 train 0.006633 73251 train 0.008145 73252 train 0.007167 73253 train 0.013889 73254 train 0.007171 73255 train 0.006193 73256 train 0.006218 73257 train 0.006101 73258 train 0.007662 73259 train 0.006158 73260 train 0.008886 73261 train 0.007902 73262 train 0.008855 73263 train 0.006286 73264 train 0.005626 73265 train 0.006900 73266 train 0.008973 73267 train 0.006727 73268 train 0.005624 73269 train 0.005301 73270 train 0.007801 73271 train 0.006696 73272 train 0.005999 73273 train 0.007373 73274 train 0.009882 73275 val 19.1659 73275 train 0.006948 73276 train 0.010025 73277 train 0.005871 73278 train 0.007158 73279 train 0.006984 73280 train 0.006824 73281 train 0.008482 73282 train 0.009031 73283 train 0.006593 73284 train 0.007038 73285 train 0.005755 73286 train 0.007783 73287 train 0.007117 73288 train 0.006472 73289 train 0.026475 73290 train 0.006306 73291 train 0.007941 73292 train 0.005818 73293 train 0.005487 73294 train 0.006539 73295 train 0.006320 73296 train 0.007634 73297 train 0.007056 73298 train 0.005723 73299 train 0.007475 73300 val 19.1599 73300 train 0.005825 73301 train 0.006591 73302 train 0.006589 73303 train 0.006912 73304 train 0.005496 73305 train 0.005951 73306 train 0.005925 73307 train 0.007733 73308 train 0.007075 73309 train 0.005754 73310 train 0.007954 73311 train 0.006896 73312 train 0.005989 73313 train 0.005173 73314 train 0.006831 73315 train 0.006414 73316 train 0.005865 73317 train 0.007464 73318 train 0.006252 73319 train 0.006673 73320 train 0.005552 73321 train 0.005517 73322 train 0.006982 73323 train 0.006901 73324 train 0.006259 73325 val 19.1763 73325 train 0.012389 73326 train 0.005153 73327 train 0.007632 73328 train 0.005975 73329 train 0.005645 73330 train 0.007013 73331 train 0.006940 73332 train 0.007912 73333 train 0.005733 73334 train 0.005866 73335 train 0.007401 73336 train 0.004647 73337 train 0.005540 73338 train 0.006474 73339 train 0.007940 73340 train 0.005287 73341 train 0.005469 73342 train 0.006318 73343 train 0.007420 73344 train 0.007703 73345 train 0.005299 73346 train 0.006274 73347 train 0.007054 73348 train 0.007422 73349 train 0.006707 73350 val 19.1322 73350 train 0.008806 73351 train 0.005004 73352 train 0.006346 73353 train 0.009038 73354 train 0.006436 73355 train 0.006678 73356 train 0.005297 73357 train 0.005571 73358 train 0.007188 73359 train 0.006180 73360 train 0.005841 73361 train 0.009229 73362 train 0.005809 73363 train 0.006774 73364 train 0.005459 73365 train 0.005714 73366 train 0.005753 73367 train 0.007253 73368 train 0.008899 73369 train 0.005682 73370 train 0.006600 73371 train 0.005960 73372 train 0.004634 73373 train 0.005982 73374 train 0.006102 73375 val 19.1151 73375 train 0.007851 73376 train 0.006025 73377 train 0.006874 73378 train 0.008171 73379 train 0.006038 73380 train 0.007230 73381 train 0.005863 73382 train 0.006097 73383 train 0.007393 73384 train 0.006989 73385 train 0.006639 73386 train 0.006897 73387 train 0.006324 73388 train 0.006736 73389 train 0.015495 73390 train 0.005496 73391 train 0.006940 73392 train 0.005280 73393 train 0.005798 73394 train 0.006212 73395 train 0.006596 73396 train 0.005483 73397 train 0.006593 73398 train 0.007924 73399 train 0.005825 73400 val 19.1176 73400 train 0.006286 73401 train 0.005980 73402 train 0.006894 73403 train 0.006499 73404 train 0.007255 73405 train 0.005613 73406 train 0.005728 73407 train 0.005512 73408 train 0.005603 73409 train 0.006609 73410 train 0.008184 73411 train 0.008619 73412 train 0.006393 73413 train 0.007835 73414 train 0.009104 73415 train 0.008455 73416 train 0.007317 73417 train 0.005776 73418 train 0.008625 73419 train 0.007198 73420 train 0.007761 73421 train 0.009679 73422 train 0.006883 73423 train 0.006705 73424 train 0.006430 73425 val 19.1683 73425 train 0.009411 73426 train 0.007328 73427 train 0.007743 73428 train 0.007293 73429 train 0.008464 73430 train 0.007044 73431 train 0.007950 73432 train 0.005571 73433 train 0.007183 73434 train 0.008539 73435 train 0.006342 73436 train 0.006767 73437 train 0.005273 73438 train 0.006517 73439 train 0.006037 73440 train 0.006789 73441 train 0.005620 73442 train 0.006687 73443 train 0.006406 73444 train 0.005471 73445 train 0.005542 73446 train 0.007665 73447 train 0.008311 73448 train 0.005911 73449 train 0.008845 73450 val 19.0801 73450 train 0.009248 73451 train 0.006874 73452 train 0.006487 73453 train 0.006025 73454 train 0.007561 73455 train 0.007523 73456 train 0.007052 73457 train 0.010203 73458 train 0.006063 73459 train 0.005774 73460 train 0.007917 73461 train 0.008493 73462 train 0.008828 73463 train 0.009063 73464 train 0.006243 73465 train 0.008308 73466 train 0.008785 73467 train 0.006935 73468 train 0.006960 73469 train 0.007612 73470 train 0.010089 73471 train 0.006585 73472 train 0.006232 73473 train 0.005288 73474 train 0.005674 73475 val 19.0955 73475 train 0.006035 73476 train 0.008100 73477 train 0.007225 73478 train 0.006796 73479 train 0.007428 73480 train 0.005114 73481 train 0.006204 73482 train 0.009381 73483 train 0.006641 73484 train 0.005314 73485 train 0.006924 73486 train 0.013380 73487 train 0.008817 73488 train 0.006020 73489 train 0.005395 73490 train 0.007567 73491 train 0.007756 73492 train 0.006602 73493 train 0.007630 73494 train 0.005643 73495 train 0.005727 73496 train 0.006832 73497 train 0.007266 73498 train 0.006034 73499 train 0.007119 73500 val 19.2221 73500 train 0.006832 73501 train 0.006615 73502 train 0.011200 73503 train 0.005999 73504 train 0.005845 73505 train 0.006393 73506 train 0.005838 73507 train 0.006031 73508 train 0.006977 73509 train 0.005112 73510 train 0.005979 73511 train 0.006384 73512 train 0.009498 73513 train 0.007983 73514 train 0.006419 73515 train 0.007416 73516 train 0.006078 73517 train 0.005069 73518 train 0.012366 73519 train 0.006681 73520 train 0.005587 73521 train 0.006402 73522 train 0.010198 73523 train 0.007919 73524 train 0.007224 73525 val 19.1067 73525 train 0.005917 73526 train 0.007620 73527 train 0.005860 73528 train 0.006957 73529 train 0.007111 73530 train 0.006924 73531 train 0.006861 73532 train 0.005430 73533 train 0.008788 73534 train 0.005661 73535 train 0.006959 73536 train 0.006858 73537 train 0.006011 73538 train 0.012314 73539 train 0.006030 73540 train 0.005692 73541 train 0.007298 73542 train 0.007290 73543 train 0.006099 73544 train 0.007205 73545 train 0.005723 73546 train 0.005513 73547 train 0.005730 73548 train 0.006368 73549 train 0.006182 73550 val 19.1905 73550 train 0.007455 73551 train 0.006538 73552 train 0.008770 73553 train 0.005241 73554 train 0.018815 73555 train 0.006299 73556 train 0.006475 73557 train 0.006464 73558 train 0.007885 73559 train 0.008407 73560 train 0.008617 73561 train 0.006604 73562 train 0.006302 73563 train 0.006874 73564 train 0.006624 73565 train 0.008386 73566 train 0.007564 73567 train 0.008232 73568 train 0.007075 73569 train 0.008457 73570 train 0.005938 73571 train 0.007341 73572 train 0.006326 73573 train 0.006300 73574 train 0.009753 73575 val 19.1726 73575 train 0.007927 73576 train 0.007187 73577 train 0.017144 73578 train 0.006634 73579 train 0.005703 73580 train 0.006326 73581 train 0.006266 73582 train 0.005176 73583 train 0.006188 73584 train 0.006170 73585 train 0.005434 73586 train 0.009035 73587 train 0.006878 73588 train 0.006554 73589 train 0.004947 73590 train 0.010392 73591 train 0.006355 73592 train 0.005763 73593 train 0.005689 73594 train 0.006895 73595 train 0.007284 73596 train 0.010770 73597 train 0.006356 73598 train 0.007389 73599 train 0.007388 73600 val 19.0992 73600 train 0.006987 73601 train 0.007378 73602 train 0.006088 73603 train 0.008121 73604 train 0.005950 73605 train 0.007137 73606 train 0.006134 73607 train 0.006397 73608 train 0.005457 73609 train 0.007654 73610 train 0.009815 73611 train 0.007446 73612 train 0.006284 73613 train 0.019282 73614 train 0.006554 73615 train 0.005994 73616 train 0.005411 73617 train 0.007305 73618 train 0.005172 73619 train 0.006483 73620 train 0.007360 73621 train 0.005708 73622 train 0.014158 73623 train 0.007016 73624 train 0.006480 73625 val 19.0720 73625 train 0.005185 73626 train 0.006540 73627 train 0.006501 73628 train 0.006398 73629 train 0.005026 73630 train 0.006196 73631 train 0.005656 73632 train 0.006839 73633 train 0.005688 73634 train 0.006022 73635 train 0.005837 73636 train 0.005529 73637 train 0.005570 73638 train 0.007510 73639 train 0.008105 73640 train 0.006487 73641 train 0.006063 73642 train 0.005626 73643 train 0.004925 73644 train 0.004855 73645 train 0.007231 73646 train 0.006022 73647 train 0.005726 73648 train 0.005789 73649 train 0.023729 73650 val 19.0690 73650 train 0.005435 73651 train 0.006322 73652 train 0.006066 73653 train 0.006545 73654 train 0.005453 73655 train 0.006872 73656 train 0.007647 73657 train 0.006431 73658 train 0.009804 73659 train 0.005893 73660 train 0.006109 73661 train 0.005333 73662 train 0.007845 73663 train 0.005492 73664 train 0.008240 73665 train 0.005223 73666 train 0.006224 73667 train 0.005804 73668 train 0.006997 73669 train 0.005922 73670 train 0.005741 73671 train 0.005553 73672 train 0.005965 73673 train 0.005761 73674 train 0.005346 73675 val 19.1311 73675 train 0.013023 73676 train 0.008379 73677 train 0.007319 73678 train 0.006523 73679 train 0.005136 73680 train 0.005303 73681 train 0.005324 73682 train 0.007131 73683 train 0.006119 73684 train 0.005764 73685 train 0.008697 73686 train 0.005698 73687 train 0.005368 73688 train 0.007836 73689 train 0.006745 73690 train 0.005153 73691 train 0.006156 73692 train 0.006378 73693 train 0.007216 73694 train 0.007184 73695 train 0.006795 73696 train 0.006187 73697 train 0.005438 73698 train 0.006029 73699 train 0.005919 73700 val 19.0724 73700 train 0.005428 73701 train 0.004610 73702 train 0.006295 73703 train 0.006605 73704 train 0.005202 73705 train 0.006215 73706 train 0.005627 73707 train 0.005589 73708 train 0.006321 73709 train 0.006062 73710 train 0.006496 73711 train 0.006000 73712 train 0.005909 73713 train 0.011388 73714 train 0.006193 73715 train 0.005484 73716 train 0.005187 73717 train 0.005877 73718 train 0.006572 73719 train 0.007186 73720 train 0.006500 73721 train 0.008681 73722 train 0.006899 73723 train 0.005170 73724 train 0.007968 73725 val 19.1289 73725 train 0.006745 73726 train 0.005917 73727 train 0.006667 73728 train 0.006213 73729 train 0.007820 73730 train 0.008148 73731 train 0.006942 73732 train 0.005363 73733 train 0.005837 73734 train 0.007657 73735 train 0.009801 73736 train 0.005186 73737 train 0.004853 73738 train 0.007940 73739 train 0.008182 73740 train 0.006500 73741 train 0.006388 73742 train 0.005368 73743 train 0.006965 73744 train 0.009464 73745 train 0.007836 73746 train 0.009225 73747 train 0.005907 73748 train 0.005851 73749 train 0.008155 73750 val 19.1445 73750 train 0.005640 73751 train 0.005407 73752 train 0.005845 73753 train 0.006184 73754 train 0.007032 73755 train 0.006859 73756 train 0.006241 73757 train 0.005510 73758 train 0.006313 73759 train 0.005639 73760 train 0.006143 73761 train 0.007836 73762 train 0.007016 73763 train 0.006142 73764 train 0.007055 73765 train 0.009303 73766 train 0.012315 73767 train 0.008656 73768 train 0.005833 73769 train 0.005866 73770 train 0.007444 73771 train 0.014482 73772 train 0.005107 73773 train 0.005228 73774 train 0.009116 73775 val 19.0599 73775 train 0.009898 73776 train 0.006910 73777 train 0.005885 73778 train 0.007424 73779 train 0.006483 73780 train 0.007828 73781 train 0.007227 73782 train 0.007041 73783 train 0.007246 73784 train 0.006142 73785 train 0.006813 73786 train 0.005947 73787 train 0.006759 73788 train 0.005518 73789 train 0.006043 73790 train 0.006165 73791 train 0.006663 73792 train 0.005924 73793 train 0.006560 73794 train 0.006157 73795 train 0.005852 73796 train 0.007084 73797 train 0.005615 73798 train 0.006389 73799 train 0.005366 73800 val 19.2754 73800 train 0.006651 73801 train 0.008555 73802 train 0.010074 73803 train 0.006794 73804 train 0.005425 73805 train 0.005928 73806 train 0.007138 73807 train 0.010309 73808 train 0.005469 73809 train 0.005928 73810 train 0.006171 73811 train 0.009931 73812 train 0.006223 73813 train 0.005264 73814 train 0.004934 73815 train 0.005913 73816 train 0.007831 73817 train 0.006390 73818 train 0.006732 73819 train 0.005802 73820 train 0.005431 73821 train 0.006081 73822 train 0.007388 73823 train 0.005176 73824 train 0.005528 73825 val 19.1410 73825 train 0.005349 73826 train 0.005349 73827 train 0.005735 73828 train 0.006574 73829 train 0.005299 73830 train 0.006171 73831 train 0.005398 73832 train 0.008732 73833 train 0.005325 73834 train 0.006443 73835 train 0.006019 73836 train 0.007949 73837 train 0.007053 73838 train 0.007282 73839 train 0.006457 73840 train 0.006637 73841 train 0.007302 73842 train 0.005264 73843 train 0.009175 73844 train 0.007554 73845 train 0.006159 73846 train 0.006186 73847 train 0.006614 73848 train 0.005454 73849 train 0.004991 73850 val 19.0763 73850 train 0.005384 73851 train 0.006999 73852 train 0.007215 73853 train 0.005806 73854 train 0.005873 73855 train 0.006651 73856 train 0.005777 73857 train 0.005290 73858 train 0.007891 73859 train 0.005387 73860 train 0.006407 73861 train 0.005886 73862 train 0.005595 73863 train 0.005796 73864 train 0.006175 73865 train 0.005298 73866 train 0.006928 73867 train 0.006925 73868 train 0.007182 73869 train 0.005185 73870 train 0.008718 73871 train 0.007774 73872 train 0.008466 73873 train 0.007623 73874 train 0.006880 73875 val 19.2150 73875 train 0.007634 73876 train 0.005927 73877 train 0.010336 73878 train 0.006370 73879 train 0.006055 73880 train 0.011436 73881 train 0.007804 73882 train 0.006146 73883 train 0.007433 73884 train 0.006337 73885 train 0.005332 73886 train 0.005344 73887 train 0.009236 73888 train 0.006273 73889 train 0.006746 73890 train 0.008276 73891 train 0.006224 73892 train 0.006998 73893 train 0.005408 73894 train 0.006963 73895 train 0.006489 73896 train 0.008264 73897 train 0.006920 73898 train 0.005935 73899 train 0.007155 73900 val 19.1082 73900 train 0.007051 73901 train 0.005581 73902 train 0.006757 73903 train 0.011648 73904 train 0.006284 73905 train 0.004988 73906 train 0.005810 73907 train 0.007046 73908 train 0.008481 73909 train 0.006970 73910 train 0.008499 73911 train 0.006070 73912 train 0.012684 73913 train 0.006017 73914 train 0.005684 73915 train 0.005318 73916 train 0.012886 73917 train 0.008259 73918 train 0.007035 73919 train 0.009588 73920 train 0.006230 73921 train 0.005890 73922 train 0.005577 73923 train 0.008006 73924 train 0.006490 73925 val 19.1594 73925 train 0.007365 73926 train 0.012631 73927 train 0.005543 73928 train 0.007940 73929 train 0.005842 73930 train 0.006304 73931 train 0.007948 73932 train 0.007881 73933 train 0.007109 73934 train 0.005891 73935 train 0.006093 73936 train 0.005591 73937 train 0.005667 73938 train 0.006592 73939 train 0.006656 73940 train 0.005698 73941 train 0.005019 73942 train 0.006607 73943 train 0.007461 73944 train 0.005658 73945 train 0.005927 73946 train 0.007691 73947 train 0.005610 73948 train 0.009620 73949 train 0.005596 73950 val 19.1410 73950 train 0.005434 73951 train 0.006141 73952 train 0.010906 73953 train 0.009731 73954 train 0.005722 73955 train 0.007247 73956 train 0.006438 73957 train 0.004984 73958 train 0.005121 73959 train 0.006357 73960 train 0.007122 73961 train 0.006392 73962 train 0.007291 73963 train 0.004926 73964 train 0.006575 73965 train 0.006551 73966 train 0.007131 73967 train 0.005940 73968 train 0.006424 73969 train 0.007121 73970 train 0.005621 73971 train 0.006555 73972 train 0.007388 73973 train 0.006193 73974 train 0.005495 73975 val 19.1680 73975 train 0.010913 73976 train 0.006062 73977 train 0.004616 73978 train 0.005614 73979 train 0.006746 73980 train 0.005686 73981 train 0.005728 73982 train 0.007136 73983 train 0.005084 73984 train 0.007684 73985 train 0.005879 73986 train 0.004888 73987 train 0.005538 73988 train 0.006321 73989 train 0.007987 73990 train 0.005932 73991 train 0.008536 73992 train 0.005852 73993 train 0.007147 73994 train 0.004830 73995 train 0.006532 73996 train 0.017182 73997 train 0.004878 73998 train 0.006333 73999 train 0.005347 74000 val 19.0924 74000 train 0.006016 74001 train 0.006758 74002 train 0.005656 74003 train 0.006170 74004 train 0.006385 74005 train 0.006802 74006 train 0.005888 74007 train 0.006662 74008 train 0.014262 74009 train 0.006860 74010 train 0.005980 74011 train 0.007343 74012 train 0.005994 74013 train 0.004468 74014 train 0.005815 74015 train 0.006312 74016 train 0.006351 74017 train 0.007539 74018 train 0.006631 74019 train 0.005841 74020 train 0.008269 74021 train 0.005771 74022 train 0.005828 74023 train 0.005130 74024 train 0.005778 74025 val 19.1617 74025 train 0.007453 74026 train 0.007980 74027 train 0.008117 74028 train 0.006175 74029 train 0.013112 74030 train 0.005419 74031 train 0.006549 74032 train 0.008525 74033 train 0.005851 74034 train 0.007627 74035 train 0.006035 74036 train 0.006433 74037 train 0.008401 74038 train 0.006799 74039 train 0.008654 74040 train 0.007260 74041 train 0.006839 74042 train 0.006998 74043 train 0.007638 74044 train 0.011464 74045 train 0.007213 74046 train 0.005440 74047 train 0.006633 74048 train 0.005336 74049 train 0.005811 74050 val 19.0862 74050 train 0.006799 74051 train 0.006630 74052 train 0.007919 74053 train 0.008317 74054 train 0.006628 74055 train 0.006625 74056 train 0.008807 74057 train 0.005206 74058 train 0.005353 74059 train 0.005566 74060 train 0.006320 74061 train 0.005491 74062 train 0.006993 74063 train 0.006881 74064 train 0.006098 74065 train 0.021184 74066 train 0.005614 74067 train 0.006431 74068 train 0.010753 74069 train 0.006347 74070 train 0.005740 74071 train 0.005153 74072 train 0.006292 74073 train 0.009245 74074 train 0.006096 74075 val 19.0703 74075 train 0.006349 74076 train 0.006497 74077 train 0.006450 74078 train 0.006284 74079 train 0.005995 74080 train 0.007251 74081 train 0.006071 74082 train 0.005113 74083 train 0.006075 74084 train 0.005026 74085 train 0.005253 74086 train 0.005431 74087 train 0.005446 74088 train 0.009698 74089 train 0.006495 74090 train 0.005249 74091 train 0.004886 74092 train 0.009033 74093 train 0.005382 74094 train 0.005990 74095 train 0.005192 74096 train 0.007609 74097 train 0.005510 74098 train 0.009317 74099 train 0.005624 74100 val 19.0749 74100 train 0.005696 74101 train 0.012773 74102 train 0.006550 74103 train 0.005843 74104 train 0.023014 74105 train 0.005838 74106 train 0.005231 74107 train 0.005633 74108 train 0.007817 74109 train 0.007216 74110 train 0.006135 74111 train 0.006213 74112 train 0.006239 74113 train 0.006278 74114 train 0.005965 74115 train 0.006076 74116 train 0.006662 74117 train 0.005358 74118 train 0.006914 74119 train 0.006219 74120 train 0.005315 74121 train 0.005111 74122 train 0.005631 74123 train 0.005809 74124 train 0.006632 74125 val 19.2431 74125 train 0.006905 74126 train 0.005794 74127 train 0.006474 74128 train 0.006304 74129 train 0.005631 74130 train 0.005114 74131 train 0.004814 74132 train 0.007466 74133 train 0.006755 74134 train 0.011109 74135 train 0.005400 74136 train 0.006491 74137 train 0.010878 74138 train 0.006215 74139 train 0.005896 74140 train 0.013885 74141 train 0.006661 74142 train 0.006349 74143 train 0.005402 74144 train 0.006067 74145 train 0.007195 74146 train 0.005690 74147 train 0.005315 74148 train 0.007003 74149 train 0.005721 74150 val 19.1043 74150 train 0.006068 74151 train 0.006215 74152 train 0.006266 74153 train 0.004911 74154 train 0.006577 74155 train 0.005226 74156 train 0.005585 74157 train 0.005800 74158 train 0.005782 74159 train 0.005796 74160 train 0.005807 74161 train 0.006440 74162 train 0.006262 74163 train 0.006651 74164 train 0.009598 74165 train 0.007758 74166 train 0.005172 74167 train 0.005147 74168 train 0.007202 74169 train 0.007099 74170 train 0.006695 74171 train 0.005533 74172 train 0.006998 74173 train 0.006497 74174 train 0.005228 74175 val 19.0741 74175 train 0.007112 74176 train 0.009962 74177 train 0.009048 74178 train 0.006287 74179 train 0.004990 74180 train 0.007321 74181 train 0.005883 74182 train 0.006091 74183 train 0.006317 74184 train 0.005898 74185 train 0.005019 74186 train 0.006262 74187 train 0.007734 74188 train 0.005632 74189 train 0.005811 74190 train 0.006022 74191 train 0.008846 74192 train 0.006403 74193 train 0.007700 74194 train 0.007448 74195 train 0.006332 74196 train 0.006689 74197 train 0.007805 74198 train 0.006994 74199 train 0.009439 74200 val 19.1180 74200 train 0.010148 74201 train 0.010483 74202 train 0.005936 74203 train 0.006463 74204 train 0.007063 74205 train 0.006941 74206 train 0.006492 74207 train 0.006261 74208 train 0.006502 74209 train 0.006809 74210 train 0.006316 74211 train 0.007613 74212 train 0.005663 74213 train 0.009379 74214 train 0.005686 74215 train 0.006797 74216 train 0.011847 74217 train 0.006375 74218 train 0.005979 74219 train 0.005268 74220 train 0.006169 74221 train 0.005629 74222 train 0.007349 74223 train 0.007142 74224 train 0.006065 74225 val 19.1404 74225 train 0.006848 74226 train 0.005594 74227 train 0.008916 74228 train 0.005877 74229 train 0.008226 74230 train 0.005947 74231 train 0.008676 74232 train 0.006376 74233 train 0.006803 74234 train 0.007306 74235 train 0.006492 74236 train 0.012969 74237 train 0.007316 74238 train 0.006208 74239 train 0.006977 74240 train 0.006115 74241 train 0.006632 74242 train 0.007296 74243 train 0.005639 74244 train 0.008800 74245 train 0.005632 74246 train 0.006827 74247 train 0.006492 74248 train 0.006029 74249 train 0.006302 74250 val 19.0211 74250 train 0.005274 74251 train 0.007076 74252 train 0.009001 74253 train 0.006616 74254 train 0.005989 74255 train 0.005471 74256 train 0.005210 74257 train 0.005734 74258 train 0.006460 74259 train 0.005979 74260 train 0.006760 74261 train 0.005265 74262 train 0.006485 74263 train 0.006763 74264 train 0.005771 74265 train 0.008729 74266 train 0.005290 74267 train 0.008810 74268 train 0.006235 74269 train 0.006068 74270 train 0.007843 74271 train 0.005669 74272 train 0.006389 74273 train 0.006517 74274 train 0.005835 74275 val 19.1284 74275 train 0.005925 74276 train 0.005612 74277 train 0.006839 74278 train 0.008457 74279 train 0.006234 74280 train 0.012375 74281 train 0.004890 74282 train 0.007429 74283 train 0.006228 74284 train 0.006181 74285 train 0.005578 74286 train 0.005018 74287 train 0.006949 74288 train 0.009605 74289 train 0.006381 74290 train 0.006015 74291 train 0.006610 74292 train 0.004906 74293 train 0.005719 74294 train 0.007523 74295 train 0.005794 74296 train 0.007279 74297 train 0.006971 74298 train 0.007030 74299 train 0.005394 74300 val 19.1029 74300 train 0.007561 74301 train 0.005789 74302 train 0.005188 74303 train 0.007688 74304 train 0.006516 74305 train 0.005156 74306 train 0.009661 74307 train 0.007707 74308 train 0.006773 74309 train 0.006854 74310 train 0.006037 74311 train 0.006797 74312 train 0.005461 74313 train 0.009196 74314 train 0.010345 74315 train 0.006447 74316 train 0.007831 74317 train 0.005326 74318 train 0.006828 74319 train 0.007591 74320 train 0.006801 74321 train 0.005586 74322 train 0.006349 74323 train 0.008324 74324 train 0.006062 74325 val 19.0938 74325 train 0.007801 74326 train 0.005893 74327 train 0.005683 74328 train 0.005391 74329 train 0.006783 74330 train 0.006610 74331 train 0.005834 74332 train 0.008862 74333 train 0.008100 74334 train 0.005922 74335 train 0.005705 74336 train 0.008013 74337 train 0.007105 74338 train 0.005649 74339 train 0.007654 74340 train 0.005593 74341 train 0.007105 74342 train 0.009130 74343 train 0.010532 74344 train 0.006374 74345 train 0.006699 74346 train 0.005652 74347 train 0.005065 74348 train 0.008180 74349 train 0.008713 74350 val 19.1548 74350 train 0.008696 74351 train 0.005671 74352 train 0.006870 74353 train 0.005914 74354 train 0.007798 74355 train 0.006006 74356 train 0.008317 74357 train 0.006025 74358 train 0.005157 74359 train 0.007121 74360 train 0.007997 74361 train 0.007324 74362 train 0.007350 74363 train 0.007533 74364 train 0.005669 74365 train 0.004996 74366 train 0.008025 74367 train 0.005718 74368 train 0.008606 74369 train 0.008700 74370 train 0.007161 74371 train 0.006161 74372 train 0.006088 74373 train 0.006640 74374 train 0.005457 74375 val 19.0799 74375 train 0.005755 74376 train 0.005861 74377 train 0.006525 74378 train 0.008676 74379 train 0.007546 74380 train 0.007194 74381 train 0.005711 74382 train 0.006088 74383 train 0.004985 74384 train 0.006174 74385 train 0.009538 74386 train 0.005736 74387 train 0.006178 74388 train 0.006379 74389 train 0.007584 74390 train 0.007327 74391 train 0.007523 74392 train 0.010357 74393 train 0.007741 74394 train 0.005979 74395 train 0.006420 74396 train 0.007949 74397 train 0.006163 74398 train 0.006069 74399 train 0.005672 74400 val 18.9871 74400 train 0.006386 74401 train 0.005792 74402 train 0.005916 74403 train 0.005832 74404 train 0.006918 74405 train 0.011044 74406 train 0.006025 74407 train 0.004583 74408 train 0.005458 74409 train 0.007092 74410 train 0.006847 74411 train 0.005645 74412 train 0.005522 74413 train 0.007792 74414 train 0.007760 74415 train 0.007727 74416 train 0.006158 74417 train 0.005875 74418 train 0.005980 74419 train 0.005190 74420 train 0.004573 74421 train 0.010944 74422 train 0.006938 74423 train 0.005929 74424 train 0.005529 74425 val 19.1186 74425 train 0.007181 74426 train 0.008368 74427 train 0.007220 74428 train 0.011993 74429 train 0.006044 74430 train 0.005476 74431 train 0.005863 74432 train 0.006670 74433 train 0.005428 74434 train 0.005596 74435 train 0.005068 74436 train 0.005293 74437 train 0.005773 74438 train 0.005108 74439 train 0.006482 74440 train 0.005580 74441 train 0.009800 74442 train 0.006595 74443 train 0.005616 74444 train 0.005618 74445 train 0.007498 74446 train 0.005252 74447 train 0.005912 74448 train 0.008043 74449 train 0.009984 74450 val 19.1293 74450 train 0.006075