Task 3279729
| Name | ParityMachine-1606531160-19559-3_1 |
| Workunit | 1523364 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:18:39 UTC |
| Report deadline | 21 Dec 2020, 17:18:39 UTC |
| Received | 14 Dec 2020, 18:19:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 139 |
| Run time | 58 min 34 sec |
| CPU time | 48 min 40 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 7,467.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 514 | loss: 0.0311167 | val_loss: 0.0311615 | Time: 3100.29 ms [2020-12-14 12:50:18 main:574] : INFO : Epoch 515 | loss: 0.0311151 | val_loss: 0.0311623 | Time: 2755.48 ms [2020-12-14 12:50:21 main:574] : INFO : Epoch 516 | loss: 0.031109 | val_loss: 0.0311653 | Time: 3408.77 ms [2020-12-14 12:50:25 main:574] : INFO : Epoch 517 | loss: 0.0311043 | val_loss: 0.0311588 | Time: 3655.69 ms [2020-12-14 12:50:28 main:574] : INFO : Epoch 518 | loss: 0.031102 | val_loss: 0.0311664 | Time: 3335.79 ms [2020-12-14 12:50:32 main:574] : INFO : Epoch 519 | loss: 0.0311042 | val_loss: 0.0311645 | Time: 3381.43 ms [2020-12-14 12:50:35 main:574] : INFO : Epoch 520 | loss: 0.0311018 | val_loss: 0.0311661 | Time: 2916.44 ms [2020-12-14 12:50:38 main:574] : INFO : Epoch 521 | loss: 0.0310987 | val_loss: 0.0311635 | Time: 3559.29 ms [2020-12-14 12:50:42 main:574] : INFO : Epoch 522 | loss: 0.0310988 | val_loss: 0.0311687 | Time: 3394.28 ms [2020-12-14 12:50:46 main:574] : INFO : Epoch 523 | loss: 0.0311051 | val_loss: 0.0311633 | Time: 3591.12 ms [2020-12-14 12:50:49 main:574] : INFO : Epoch 524 | loss: 0.0311047 | val_loss: 0.0311638 | Time: 3377.01 ms [2020-12-14 12:50:53 main:574] : INFO : Epoch 525 | loss: 0.0311029 | val_loss: 0.0311663 | Time: 3453.78 ms [2020-12-14 12:50:57 main:574] : INFO : Epoch 526 | loss: 0.0310996 | val_loss: 0.0311649 | Time: 3852.83 ms [2020-12-14 12:51:00 main:574] : INFO : Epoch 527 | loss: 0.0311011 | val_loss: 0.0311608 | Time: 3543.36 ms [2020-12-14 12:51:04 main:574] : INFO : Epoch 528 | loss: 0.0310969 | val_loss: 0.0311617 | Time: 3421.83 ms [2020-12-14 12:51:07 main:574] : INFO : Epoch 529 | loss: 0.0310966 | val_loss: 0.0311696 | Time: 3575.51 ms [2020-12-14 12:51:11 main:574] : INFO : Epoch 530 | loss: 0.0310986 | val_loss: 0.0311758 | Time: 3611.11 ms [2020-12-14 12:51:15 main:574] : INFO : Epoch 531 | loss: 0.0310953 | val_loss: 0.0311624 | Time: 3565.57 ms [2020-12-14 12:51:18 main:574] : INFO : Epoch 532 | loss: 0.0310927 | val_loss: 0.0311633 | Time: 3405.94 ms [2020-12-14 12:51:21 main:574] : INFO : Epoch 533 | loss: 0.0310914 | val_loss: 0.0311631 | Time: 2915.21 ms [2020-12-14 12:51:25 main:574] : INFO : Epoch 534 | loss: 0.0310886 | val_loss: 0.0311749 | Time: 3387.27 ms [2020-12-14 12:51:28 main:574] : INFO : Epoch 535 | loss: 0.0310889 | val_loss: 0.0311711 | Time: 3407.5 ms [2020-12-14 12:51:32 main:574] : INFO : Epoch 536 | loss: 0.031088 | val_loss: 0.0311689 | Time: 3402.41 ms [2020-12-14 12:51:35 main:574] : INFO : Epoch 537 | loss: 0.0310827 | val_loss: 0.0311738 | Time: 3020.06 ms [2020-12-14 12:51:38 main:574] : INFO : Epoch 538 | loss: 0.0310859 | val_loss: 0.0311688 | Time: 3357 ms [2020-12-14 12:51:42 main:574] : INFO : Epoch 539 | loss: 0.0310871 | val_loss: 0.0311721 | Time: 3240.58 ms [2020-12-14 12:51:45 main:574] : INFO : Epoch 540 | loss: 0.0310858 | val_loss: 0.0311693 | Time: 3237.53 ms [2020-12-14 12:51:48 main:574] : INFO : Epoch 541 | loss: 0.0310836 | val_loss: 0.0311703 | Time: 3651 ms [2020-12-14 12:51:52 main:574] : INFO : Epoch 542 | loss: 0.031084 | val_loss: 0.0311708 | Time: 3762.25 ms [2020-12-14 12:51:56 main:574] : INFO : Epoch 543 | loss: 0.0310833 | val_loss: 0.0311762 | Time: 3520.58 ms [2020-12-14 12:52:00 main:574] : INFO : Epoch 544 | loss: 0.0310837 | val_loss: 0.0311785 | Time: 3295.59 ms [2020-12-14 12:52:03 main:574] : INFO : Epoch 545 | loss: 0.0310992 | val_loss: 0.0311674 | Time: 3461.1 ms [2020-12-14 12:52:07 main:574] : INFO : Epoch 546 | loss: 0.0311026 | val_loss: 0.0311659 | Time: 3625.78 ms [2020-12-14 12:52:11 main:574] : INFO : Epoch 547 | loss: 0.031098 | val_loss: 0.0311717 | Time: 3573.11 ms [2020-12-14 12:52:14 main:574] : INFO : Epoch 548 | loss: 0.0310933 | val_loss: 0.0311728 | Time: 3263.86 ms [2020-12-14 12:52:18 main:574] : INFO : Epoch 549 | loss: 0.0310938 | val_loss: 0.0311667 | Time: 3765.33 ms [2020-12-14 12:52:21 main:574] : INFO : Epoch 550 | loss: 0.0310943 | val_loss: 0.0311727 | Time: 2768.61 ms [2020-12-14 12:52:24 main:574] : INFO : Epoch 551 | loss: 0.0310928 | val_loss: 0.031179 | Time: 3293.54 ms [2020-12-14 12:52:27 main:574] : INFO : Epoch 552 | loss: 0.0310882 | val_loss: 0.0311688 | Time: 3287.48 ms [2020-12-14 12:52:31 main:574] : INFO : Epoch 553 | loss: 0.0310865 | val_loss: 0.0311826 | Time: 3636.98 ms [2020-12-14 12:52:34 main:574] : INFO : Epoch 554 | loss: 0.0310862 | val_loss: 0.0311745 | Time: 2769.26 ms [2020-12-14 12:52:37 main:574] : INFO : Epoch 555 | loss: 0.0310834 | val_loss: 0.0311774 | Time: 2775.4 ms [2020-12-14 12:52:40 main:574] : INFO : Epoch 556 | loss: 0.0310835 | val_loss: 0.0311785 | Time: 3284.78 ms [2020-12-14 12:52:44 main:574] : INFO : Epoch 557 | loss: 0.0310846 | val_loss: 0.0311686 | Time: 3300.89 ms [2020-12-14 12:52:47 main:574] : INFO : Epoch 558 | loss: 0.031083 | val_loss: 0.0311727 | Time: 3783.71 ms [2020-12-14 12:52:51 main:574] : INFO : Epoch 559 | loss: 0.0310839 | val_loss: 0.0311752 | Time: 3357.73 ms [2020-12-14 12:52:54 main:574] : INFO : Epoch 560 | loss: 0.031084 | val_loss: 0.0311771 | Time: 3399.23 ms [2020-12-14 12:52:58 main:574] : INFO : Epoch 561 | loss: 0.0310884 | val_loss: 0.0311711 | Time: 3620.05 ms [2020-12-14 12:53:02 main:574] : INFO : Epoch 562 | loss: 0.0310834 | val_loss: 0.0311758 | Time: 3645.45 ms [2020-12-14 12:53:05 main:574] : INFO : Epoch 563 | loss: 0.03108 | val_loss: 0.0311741 | Time: 3256.09 ms [2020-12-14 12:53:09 main:574] : INFO : Epoch 564 | loss: 0.0310815 | val_loss: 0.0311721 | Time: 3605.92 ms [2020-12-14 12:53:12 main:574] : INFO : Epoch 565 | loss: 0.0310783 | val_loss: 0.0311739 | Time: 3416.78 ms [2020-12-14 12:53:15 main:574] : INFO : Epoch 566 | loss: 0.0310887 | val_loss: 0.0311713 | Time: 2932.89 ms [2020-12-14 12:53:19 main:574] : INFO : Epoch 567 | loss: 0.0310892 | val_loss: 0.0311772 | Time: 3255.06 ms [2020-12-14 12:53:22 main:574] : INFO : Epoch 568 | loss: 0.0310873 | val_loss: 0.0311749 | Time: 3091.78 ms [2020-12-14 12:53:26 main:574] : INFO : Epoch 569 | loss: 0.0310928 | val_loss: 0.0311765 | Time: 3503.24 ms [2020-12-14 12:53:29 main:574] : INFO : Epoch 570 | loss: 0.0310851 | val_loss: 0.0311725 | Time: 3573.35 ms [2020-12-14 12:53:33 main:574] : INFO : Epoch 571 | loss: 0.0310827 | val_loss: 0.0311759 | Time: 3394.59 ms [2020-12-14 12:53:36 main:574] : INFO : Epoch 572 | loss: 0.0310794 | val_loss: 0.0311732 | Time: 2966.01 ms [2020-12-14 12:53:39 main:574] : INFO : Epoch 573 | loss: 0.0310816 | val_loss: 0.0311749 | Time: 3798.91 ms [2020-12-14 12:53:43 main:574] : INFO : Epoch 574 | loss: 0.031123 | val_loss: 0.0311674 | Time: 3616.41 ms [2020-12-14 12:53:47 main:574] : INFO : Epoch 575 | loss: 0.0311305 | val_loss: 0.0311698 | Time: 3350.77 ms [2020-12-14 12:53:51 main:574] : INFO : Epoch 576 | loss: 0.0311248 | val_loss: 0.0311679 | Time: 3872.68 ms [2020-12-14 12:53:54 main:574] : INFO : Epoch 577 | loss: 0.0313779 | val_loss: 0.0339491 | Time: 3815.73 ms [2020-12-14 12:53:58 main:574] : INFO : Epoch 578 | loss: 0.0349036 | val_loss: 0.0330705 | Time: 3160.53 ms [2020-12-14 12:54:01 main:574] : INFO : Epoch 579 | loss: 0.032571 | val_loss: 0.031558 | Time: 3412.98 ms [2020-12-14 12:54:05 main:574] : INFO : Epoch 580 | loss: 0.0313668 | val_loss: 0.0312455 | Time: 3592.33 ms [2020-12-14 12:54:08 main:574] : INFO : Epoch 581 | loss: 0.0312351 | val_loss: 0.0312132 | Time: 3415.66 ms [2020-12-14 12:54:12 main:574] : INFO : Epoch 582 | loss: 0.0312008 | val_loss: 0.031189 | Time: 3063.06 ms [2020-12-14 12:54:15 main:574] : INFO : Epoch 583 | loss: 0.0311777 | val_loss: 0.0311749 | Time: 3521.92 ms [2020-12-14 12:54:19 main:574] : INFO : Epoch 584 | loss: 0.031167 | val_loss: 0.0311691 | Time: 3624.23 ms [2020-12-14 12:54:22 main:574] : INFO : Epoch 585 | loss: 0.0311629 | val_loss: 0.0311646 | Time: 3371.44 ms [2020-12-14 12:54:26 main:574] : INFO : Epoch 586 | loss: 0.0311594 | val_loss: 0.0311628 | Time: 3238.15 ms [2020-12-14 12:54:29 main:574] : INFO : Epoch 587 | loss: 0.0311572 | val_loss: 0.0311635 | Time: 3287.37 ms [2020-12-14 12:54:32 main:574] : INFO : Epoch 588 | loss: 0.0311564 | val_loss: 0.0311617 | Time: 3226.48 ms [2020-12-14 12:54:36 main:574] : INFO : Epoch 589 | loss: 0.0311542 | val_loss: 0.0311615 | Time: 3112.4 ms [2020-12-14 12:54:39 main:574] : INFO : Epoch 590 | loss: 0.0311515 | val_loss: 0.0311612 | Time: 3256.8 ms [2020-12-14 12:54:42 main:574] : INFO : Epoch 591 | loss: 0.0311504 | val_loss: 0.0311594 | Time: 3105.06 ms [2020-12-14 12:54:46 main:574] : INFO : Epoch 592 | loss: 0.03115 | val_loss: 0.0311578 | Time: 3687.23 ms [2020-12-14 12:54:49 main:574] : INFO : Epoch 593 | loss: 0.0311479 | val_loss: 0.0311593 | Time: 3469.91 ms [2020-12-14 12:54:53 main:574] : INFO : Epoch 594 | loss: 0.0311476 | val_loss: 0.0311591 | Time: 3385.56 ms [2020-12-14 12:54:56 main:574] : INFO : Epoch 595 | loss: 0.0311462 | val_loss: 0.0311583 | Time: 3358.36 ms [2020-12-14 12:55:00 main:574] : INFO : Epoch 596 | loss: 0.0311449 | val_loss: 0.0311605 | Time: 3605.97 ms [2020-12-14 12:55:03 main:574] : INFO : Epoch 597 | loss: 0.0311454 | val_loss: 0.0311631 | Time: 3233.37 ms [2020-12-14 12:55:07 main:574] : INFO : Epoch 598 | loss: 0.0311451 | val_loss: 0.0311573 | Time: 3530.33 ms [2020-12-14 12:55:10 main:574] : INFO : Epoch 599 | loss: 0.0311422 | val_loss: 0.0311587 | Time: 3487.31 ms [2020-12-14 12:55:14 main:574] : INFO : Epoch 600 | loss: 0.031142 | val_loss: 0.0311575 | Time: 3378.56 ms [2020-12-14 12:55:17 main:574] : INFO : Epoch 601 | loss: 0.031145 | val_loss: 0.0311616 | Time: 3389.59 ms [2020-12-14 12:55:21 main:574] : INFO : Epoch 602 | loss: 0.0311461 | val_loss: 0.0311592 | Time: 3287.18 ms [2020-12-14 12:55:24 main:574] : INFO : Epoch 603 | loss: 0.031143 | val_loss: 0.031155 | Time: 3406.62 ms [2020-12-14 12:55:28 main:574] : INFO : Epoch 604 | loss: 0.0311441 | val_loss: 0.0311576 | Time: 3629.9 ms [2020-12-14 12:55:32 main:574] : INFO : Epoch 605 | loss: 0.0311422 | val_loss: 0.0311555 | Time: 3614.79 ms [2020-12-14 12:55:35 main:574] : INFO : Epoch 606 | loss: 0.0311385 | val_loss: 0.0311567 | Time: 3642.87 ms [2020-12-14 12:55:38 main:574] : INFO : Epoch 607 | loss: 0.031138 | val_loss: 0.0311567 | Time: 2856.06 ms [2020-12-14 12:55:42 main:574] : INFO : Epoch 608 | loss: 0.0311379 | val_loss: 0.0311594 | Time: 3826.49 ms [2020-12-14 12:55:46 main:574] : INFO : Epoch 609 | loss: 0.0311369 | val_loss: 0.0311582 | Time: 3973.15 ms [2020-12-14 12:55:50 main:574] : INFO : Epoch 610 | loss: 0.0311353 | val_loss: 0.0311566 | Time: 3528.29 ms [2020-12-14 12:55:54 main:574] : INFO : Epoch 611 | loss: 0.0311343 | val_loss: 0.0311583 | Time: 3588.93 ms [2020-12-14 12:55:57 main:574] : INFO : Epoch 612 | loss: 0.031134 | val_loss: 0.0311573 | Time: 3202.32 ms [2020-12-14 12:56:00 main:574] : INFO : Epoch 613 | loss: 0.031133 | val_loss: 0.031158 | Time: 3459.17 ms [2020-12-14 12:56:04 main:574] : INFO : Epoch 614 | loss: 0.0311322 | val_loss: 0.0311575 | Time: 3764.64 ms [2020-12-14 12:56:08 main:574] : INFO : Epoch 615 | loss: 0.031131 | val_loss: 0.0311592 | Time: 3407.3 ms [2020-12-14 12:56:11 main:574] : INFO : Epoch 616 | loss: 0.0311324 | val_loss: 0.031158 | Time: 3055.2 ms [2020-12-14 12:56:14 main:574] : INFO : Epoch 617 | loss: 0.0311314 | val_loss: 0.03116 | Time: 3382.45 ms [2020-12-14 12:56:18 main:574] : INFO : Epoch 618 | loss: 0.031132 | val_loss: 0.0311593 | Time: 3375.46 ms [2020-12-14 12:56:21 main:574] : INFO : Epoch 619 | loss: 0.0311329 | val_loss: 0.0311592 | Time: 3010.02 ms [2020-12-14 12:56:24 main:574] : INFO : Epoch 620 | loss: 0.0311316 | val_loss: 0.0311572 | Time: 2922.86 ms [2020-12-14 12:56:28 main:574] : INFO : Epoch 621 | loss: 0.0311302 | val_loss: 0.031158 | Time: 3911.73 ms [2020-12-14 12:56:32 main:574] : INFO : Epoch 622 | loss: 0.0311314 | val_loss: 0.03116 | Time: 3767.53 ms [2020-12-14 12:56:35 main:574] : INFO : Epoch 623 | loss: 0.0311322 | val_loss: 0.0311597 | Time: 3392.57 ms [2020-12-14 12:56:39 main:574] : INFO : Epoch 624 | loss: 0.0311311 | val_loss: 0.0311609 | Time: 3725.06 ms [2020-12-14 12:56:44 main:574] : INFO : Epoch 625 | loss: 0.0311306 | val_loss: 0.0311577 | Time: 4586.02 ms [2020-12-14 12:56:47 main:574] : INFO : Epoch 626 | loss: 0.0311281 | val_loss: 0.0311571 | Time: 3269.11 ms [2020-12-14 12:56:51 main:574] : INFO : Epoch 627 | loss: 0.0311298 | val_loss: 0.0311601 | Time: 3640.48 ms [2020-12-14 12:56:54 main:574] : INFO : Epoch 628 | loss: 0.0311281 | val_loss: 0.0311593 | Time: 3429.5 ms [2020-12-14 12:56:58 main:574] : INFO : Epoch 629 | loss: 0.0311254 | val_loss: 0.0311548 | Time: 3439.5 ms [2020-12-14 12:57:01 main:574] : INFO : Epoch 630 | loss: 0.0311251 | val_loss: 0.0311562 | Time: 3484.65 ms [2020-12-14 12:57:04 main:574] : INFO : Epoch 631 | loss: 0.0311246 | val_loss: 0.0311572 | Time: 3080.72 ms [2020-12-14 12:57:08 main:574] : INFO : Epoch 632 | loss: 0.0311246 | val_loss: 0.0311572 | Time: 3233.88 ms [2020-12-14 12:57:11 main:574] : INFO : Epoch 633 | loss: 0.0311234 | val_loss: 0.0311574 | Time: 3014.65 ms [2020-12-14 12:57:14 main:574] : INFO : Epoch 634 | loss: 0.0311231 | val_loss: 0.0311568 | Time: 3292.68 ms [2020-12-14 12:57:18 main:574] : INFO : Epoch 635 | loss: 0.0311213 | val_loss: 0.0311569 | Time: 3675.34 ms [2020-12-14 12:57:21 main:574] : INFO : Epoch 636 | loss: 0.0311212 | val_loss: 0.0311558 | Time: 3455.73 ms [2020-12-14 12:57:25 main:574] : INFO : Epoch 637 | loss: 0.0311223 | val_loss: 0.0311638 | Time: 3633.62 ms [2020-12-14 12:57:29 main:574] : INFO : Epoch 638 | loss: 0.0311238 | val_loss: 0.0311602 | Time: 3453.91 ms [2020-12-14 12:57:32 main:574] : INFO : Epoch 639 | loss: 0.0311241 | val_loss: 0.0311565 | Time: 3450.17 ms [2020-12-14 12:57:35 main:574] : INFO : Epoch 640 | loss: 0.0311227 | val_loss: 0.031161 | Time: 2979.58 ms [2020-12-14 12:57:39 main:574] : INFO : Epoch 641 | loss: 0.0311211 | val_loss: 0.0311522 | Time: 3463.52 ms [2020-12-14 12:57:43 main:574] : INFO : Epoch 642 | loss: 0.0311209 | val_loss: 0.0311554 | Time: 3698.08 ms [2020-12-14 12:57:46 main:574] : INFO : Epoch 643 | loss: 0.0311208 | val_loss: 0.031152 | Time: 3378.21 ms [2020-12-14 12:57:49 main:574] : INFO : Epoch 644 | loss: 0.0311223 | val_loss: 0.031154 | Time: 3471.91 ms [2020-12-14 12:57:53 main:574] : INFO : Epoch 645 | loss: 0.0311208 | val_loss: 0.0311538 | Time: 3017.47 ms [2020-12-14 12:57:56 main:574] : INFO : Epoch 646 | loss: 0.0311224 | val_loss: 0.0311534 | Time: 3525.05 ms [2020-12-14 12:58:00 main:574] : INFO : Epoch 647 | loss: 0.031124 | val_loss: 0.0311533 | Time: 3698.1 ms [2020-12-14 12:58:03 main:574] : INFO : Epoch 648 | loss: 0.0311221 | val_loss: 0.0311555 | Time: 3137.32 ms [2020-12-14 12:58:07 main:574] : INFO : Epoch 649 | loss: 0.0311232 | val_loss: 0.0311604 | Time: 3432.27 ms [2020-12-14 12:58:10 main:574] : INFO : Epoch 650 | loss: 0.0311201 | val_loss: 0.031161 | Time: 3422.68 ms [2020-12-14 12:58:14 main:574] : INFO : Epoch 651 | loss: 0.0311214 | val_loss: 0.0311589 | Time: 3444.35 ms [2020-12-14 12:58:17 main:574] : INFO : Epoch 652 | loss: 0.0311209 | val_loss: 0.0311614 | Time: 3542.79 ms [2020-12-14 12:58:21 main:574] : INFO : Epoch 653 | loss: 0.0311183 | val_loss: 0.031162 | Time: 3649.57 ms [2020-12-14 12:58:25 main:574] : INFO : Epoch 654 | loss: 0.0311209 | val_loss: 0.0311545 | Time: 3508.4 ms [2020-12-14 12:58:28 main:574] : INFO : Epoch 655 | loss: 0.031121 | val_loss: 0.0311591 | Time: 3717.84 ms [2020-12-14 12:58:33 main:574] : INFO : Epoch 656 | loss: 0.0311303 | val_loss: 0.0311575 | Time: 3970.32 ms [2020-12-14 12:58:36 main:574] : INFO : Epoch 657 | loss: 0.0311286 | val_loss: 0.0311547 | Time: 3266.23 ms [2020-12-14 12:58:40 main:574] : INFO : Epoch 658 | loss: 0.0311294 | val_loss: 0.0311528 | Time: 3934.02 ms [2020-12-14 12:58:44 main:574] : INFO : Epoch 659 | loss: 0.0311257 | val_loss: 0.0311613 | Time: 3497.7 ms [2020-12-14 12:58:47 main:574] : INFO : Epoch 660 | loss: 0.0311286 | val_loss: 0.0311535 | Time: 3637.21 ms [2020-12-14 12:58:51 main:574] : INFO : Epoch 661 | loss: 0.0311222 | val_loss: 0.0311542 | Time: 3537.38 ms [2020-12-14 12:58:55 main:574] : INFO : Epoch 662 | loss: 0.0311206 | val_loss: 0.0311542 | Time: 3622.73 ms [2020-12-14 12:58:58 main:574] : INFO : Epoch 663 | loss: 0.0311214 | val_loss: 0.0311547 | Time: 3419.49 ms [2020-12-14 12:59:02 main:574] : INFO : Epoch 664 | loss: 0.0311189 | val_loss: 0.031153 | Time: 3875.99 ms [2020-12-14 12:59:06 main:574] : INFO : Epoch 665 | loss: 0.0311235 | val_loss: 0.0311543 | Time: 3601.4 ms [2020-12-14 12:59:09 main:574] : INFO : Epoch 666 | loss: 0.0311225 | val_loss: 0.0311554 | Time: 3571.42 ms [2020-12-14 12:59:13 main:574] : INFO : Epoch 667 | loss: 0.031122 | val_loss: 0.0311501 | Time: 3724.74 ms [2020-12-14 12:59:16 main:574] : INFO : Epoch 668 | loss: 0.0311183 | val_loss: 0.0311503 | Time: 3078.18 ms [2020-12-14 12:59:19 main:574] : INFO : Epoch 669 | loss: 0.0311162 | val_loss: 0.0311539 | Time: 3017.38 ms [2020-12-14 12:59:23 main:574] : INFO : Epoch 670 | loss: 0.0311157 | val_loss: 0.0311527 | Time: 3493.32 ms [2020-12-14 12:59:27 main:574] : INFO : Epoch 671 | loss: 0.0311162 | val_loss: 0.0311589 | Time: 3635.52 ms [2020-12-14 12:59:30 main:574] : INFO : Epoch 672 | loss: 0.0311185 | val_loss: 0.0311521 | Time: 3075.25 ms [2020-12-14 12:59:33 main:574] : INFO : Epoch 673 | loss: 0.0311178 | val_loss: 0.0311535 | Time: 3291.08 ms [2020-12-14 12:59:37 main:574] : INFO : Epoch 674 | loss: 0.031116 | val_loss: 0.0311589 | Time: 3434.65 ms [2020-12-14 12:59:41 main:574] : INFO : Epoch 675 | loss: 0.0311197 | val_loss: 0.0311523 | Time: 3867.29 ms [2020-12-14 12:59:44 main:574] : INFO : Epoch 676 | loss: 0.0311176 | val_loss: 0.0311543 | Time: 3456.51 ms [2020-12-14 12:59:47 main:574] : INFO : Epoch 677 | loss: 0.0311169 | val_loss: 0.0311521 | Time: 3041.32 ms [2020-12-14 12:59:51 main:574] : INFO : Epoch 678 | loss: 0.0311178 | val_loss: 0.0311523 | Time: 3730.84 ms [2020-12-14 12:59:54 main:574] : INFO : Epoch 679 | loss: 0.0311175 | val_loss: 0.0311579 | Time: 3180.43 ms [2020-12-14 12:59:58 main:574] : INFO : Epoch 680 | loss: 0.0311167 | val_loss: 0.0311544 | Time: 3682.6 ms [2020-12-14 13:00:02 main:574] : INFO : Epoch 681 | loss: 0.0311158 | val_loss: 0.0311537 | Time: 3392.27 ms [2020-12-14 13:00:05 main:574] : INFO : Epoch 682 | loss: 0.0311174 | val_loss: 0.0311505 | Time: 3518.34 ms [2020-12-14 13:00:09 main:574] : INFO : Epoch 683 | loss: 0.0311198 | val_loss: 0.0311534 | Time: 3386.02 ms [2020-12-14 13:00:12 main:574] : INFO : Epoch 684 | loss: 0.0311168 | val_loss: 0.0311564 | Time: 3037.68 ms [2020-12-14 13:00:15 main:574] : INFO : Epoch 685 | loss: 0.0311133 | val_loss: 0.0311531 | Time: 3509.52 ms [2020-12-14 13:00:19 main:574] : INFO : Epoch 686 | loss: 0.0311126 | val_loss: 0.0311567 | Time: 3099.6 ms [2020-12-14 13:00:21 main:574] : INFO : Epoch 687 | loss: 0.0311106 | val_loss: 0.0311568 | Time: 2827.51 ms [2020-12-14 13:00:25 main:574] : INFO : Epoch 688 | loss: 0.0311115 | val_loss: 0.031157 | Time: 3355.75 ms [2020-12-14 13:00:29 main:574] : INFO : Epoch 689 | loss: 0.0311109 | val_loss: 0.0311588 | Time: 3708.16 ms [2020-12-14 13:00:33 main:574] : INFO : Epoch 690 | loss: 0.0311095 | val_loss: 0.0311592 | Time: 3939.31 ms [2020-12-14 13:00:35 main:574] : INFO : Epoch 691 | loss: 0.0311101 | val_loss: 0.0311587 | Time: 2832.79 ms [2020-12-14 13:00:39 main:574] : INFO : Epoch 692 | loss: 0.0311109 | val_loss: 0.0311649 | Time: 3737.11 ms [2020-12-14 13:00:43 main:574] : INFO : Epoch 693 | loss: 0.0311264 | val_loss: 0.0311512 | Time: 3601.86 ms [2020-12-14 13:00:46 main:574] : INFO : Epoch 694 | loss: 0.0311215 | val_loss: 0.0311531 | Time: 3411.23 ms [2020-12-14 13:00:50 main:574] : INFO : Epoch 695 | loss: 0.0311166 | val_loss: 0.0311547 | Time: 3426.64 ms [2020-12-14 13:00:54 main:574] : INFO : Epoch 696 | loss: 0.031115 | val_loss: 0.0311581 | Time: 3759.49 ms [2020-12-14 13:00:57 main:574] : INFO : Epoch 697 | loss: 0.0311153 | val_loss: 0.0311628 | Time: 3481.93 ms [2020-12-14 13:01:01 main:574] : INFO : Epoch 698 | loss: 0.031117 | val_loss: 0.0311577 | Time: 3224.31 ms [2020-12-14 13:01:05 main:574] : INFO : Epoch 699 | loss: 0.0311138 | val_loss: 0.0311612 | Time: 3996.43 ms [2020-12-14 13:01:08 main:574] : INFO : Epoch 700 | loss: 0.0311128 | val_loss: 0.0311571 | Time: 3443.07 ms [2020-12-14 13:01:11 main:574] : INFO : Epoch 701 | loss: 0.0311113 | val_loss: 0.0311592 | Time: 2906.06 ms [2020-12-14 13:01:14 main:574] : INFO : Epoch 702 | loss: 0.0311129 | val_loss: 0.0311553 | Time: 2797.26 ms [2020-12-14 13:01:17 main:574] : INFO : Epoch 703 | loss: 0.0311116 | val_loss: 0.0311587 | Time: 2790.24 ms [2020-12-14 13:01:20 main:574] : INFO : Epoch 704 | loss: 0.0311121 | val_loss: 0.031156 | Time: 2993.25 ms [2020-12-14 13:01:23 main:574] : INFO : Epoch 705 | loss: 0.0311124 | val_loss: 0.0311526 | Time: 3059.67 ms [2020-12-14 13:01:26 main:574] : INFO : Epoch 706 | loss: 0.0311129 | val_loss: 0.0311589 | Time: 3283.47 ms [2020-12-14 13:01:30 main:574] : INFO : Epoch 707 | loss: 0.0311098 | val_loss: 0.0311617 | Time: 3160.02 ms [2020-12-14 13:01:33 main:574] : INFO : Epoch 708 | loss: 0.031109 | val_loss: 0.0311587 | Time: 3187.09 ms [2020-12-14 13:01:36 main:574] : INFO : Epoch 709 | loss: 0.0311099 | val_loss: 0.0311546 | Time: 3051.73 ms [2020-12-14 13:01:40 main:574] : INFO : Epoch 710 | loss: 0.03111 | val_loss: 0.0311526 | Time: 3510.15 ms [2020-12-14 13:01:43 main:574] : INFO : Epoch 711 | loss: 0.031113 | val_loss: 0.0311532 | Time: 3064.47 ms [2020-12-14 13:01:46 main:574] : INFO : Epoch 712 | loss: 0.0311118 | val_loss: 0.031157 | Time: 3510.52 ms [2020-12-14 13:01:50 main:574] : INFO : Epoch 713 | loss: 0.0311162 | val_loss: 0.0311536 | Time: 3441.07 ms [2020-12-14 13:01:54 main:574] : INFO : Epoch 714 | loss: 0.0311164 | val_loss: 0.0311556 | Time: 3525.85 ms [2020-12-14 13:01:57 main:574] : INFO : Epoch 715 | loss: 0.0311154 | val_loss: 0.0311561 | Time: 3496.31 ms [2020-12-14 13:02:01 main:574] : INFO : Epoch 716 | loss: 0.0311124 | val_loss: 0.031155 | Time: 3576.36 ms [2020-12-14 13:02:04 main:574] : INFO : Epoch 717 | loss: 0.0311118 | val_loss: 0.0311608 | Time: 2934.98 ms [2020-12-14 13:02:08 main:574] : INFO : Epoch 718 | loss: 0.0311164 | val_loss: 0.0311552 | Time: 3982.81 ms [2020-12-14 13:02:13 main:574] : INFO : Epoch 719 | loss: 0.0311154 | val_loss: 0.0311543 | Time: 4141.56 ms [2020-12-14 13:02:16 main:574] : INFO : Epoch 720 | loss: 0.0311144 | val_loss: 0.031158 | Time: 3235.94 ms [2020-12-14 13:02:19 main:574] : INFO : Epoch 721 | loss: 0.0311119 | val_loss: 0.0311582 | Time: 2938.82 ms [2020-12-14 13:02:22 main:574] : INFO : Epoch 722 | loss: 0.0311114 | val_loss: 0.0311558 | Time: 3194.54 ms [2020-12-14 13:02:26 main:574] : INFO : Epoch 723 | loss: 0.0311134 | val_loss: 0.0311527 | Time: 3794.34 ms [2020-12-14 13:02:30 main:574] : INFO : Epoch 724 | loss: 0.0311343 | val_loss: 0.0311518 | Time: 3500.94 ms [2020-12-14 13:02:34 main:574] : INFO : Epoch 725 | loss: 0.0311368 | val_loss: 0.0311518 | Time: 3361.01 ms [2020-12-14 13:02:37 main:574] : INFO : Epoch 726 | loss: 0.0311331 | val_loss: 0.0311494 | Time: 3149.07 ms [2020-12-14 13:02:40 main:574] : INFO : Epoch 727 | loss: 0.0311293 | val_loss: 0.0311493 | Time: 2822.51 ms [2020-12-14 13:02:44 main:574] : INFO : Epoch 728 | loss: 0.0311265 | val_loss: 0.0311502 | Time: 3764.31 ms [2020-12-14 13:02:47 main:574] : INFO : Epoch 729 | loss: 0.0311236 | val_loss: 0.0311507 | Time: 3327.85 ms [2020-12-14 13:02:51 main:574] : INFO : Epoch 730 | loss: 0.0311207 | val_loss: 0.0311514 | Time: 3654.57 ms [2020-12-14 13:02:55 main:574] : INFO : Epoch 731 | loss: 0.0311214 | val_loss: 0.0311484 | Time: 3427.44 ms [2020-12-14 13:02:58 main:574] : INFO : Epoch 732 | loss: 0.0311229 | val_loss: 0.031153 | Time: 3725.12 ms [2020-12-14 13:03:01 main:574] : INFO : Epoch 733 | loss: 0.0311203 | val_loss: 0.0311507 | Time: 2790.25 ms [2020-12-14 13:03:05 main:574] : INFO : Epoch 734 | loss: 0.0311182 | val_loss: 0.0311546 | Time: 3416.21 ms [2020-12-14 13:03:08 main:574] : INFO : Epoch 735 | loss: 0.0311174 | val_loss: 0.0311548 | Time: 3109.32 ms [2020-12-14 13:03:11 main:574] : INFO : Epoch 736 | loss: 0.0311189 | val_loss: 0.0311508 | Time: 3174.91 ms [2020-12-14 13:03:14 main:574] : INFO : Epoch 737 | loss: 0.0311195 | val_loss: 0.0311513 | Time: 2858.8 ms [2020-12-14 13:03:18 main:574] : INFO : Epoch 738 | loss: 0.0311173 | val_loss: 0.0311509 | Time: 3832.77 ms [2020-12-14 13:03:21 main:574] : INFO : Epoch 739 | loss: 0.0311156 | val_loss: 0.0311545 | Time: 3037 ms [2020-12-14 13:03:25 main:574] : INFO : Epoch 740 | loss: 0.031117 | val_loss: 0.0311598 | Time: 3330.32 ms [2020-12-14 13:03:28 main:574] : INFO : Epoch 741 | loss: 0.0311147 | val_loss: 0.0311501 | Time: 3085.17 ms [2020-12-14 13:03:31 main:574] : INFO : Epoch 742 | loss: 0.0311157 | val_loss: 0.0311534 | Time: 2853.97 ms [2020-12-14 13:03:34 main:574] : INFO : Epoch 743 | loss: 0.0311165 | val_loss: 0.0311549 | Time: 3146.01 ms [2020-12-14 13:03:37 main:574] : INFO : Epoch 744 | loss: 0.0311179 | val_loss: 0.0311546 | Time: 3454.9 ms [2020-12-14 13:03:41 main:574] : INFO : Epoch 745 | loss: 0.0311168 | val_loss: 0.0311548 | Time: 3854.43 ms [2020-12-14 13:03:45 main:574] : INFO : Epoch 746 | loss: 0.0311168 | val_loss: 0.0311554 | Time: 3455.98 ms [2020-12-14 13:03:48 main:574] : INFO : Epoch 747 | loss: 0.0311147 | val_loss: 0.0311536 | Time: 3590.07 ms [2020-12-14 13:03:52 main:574] : INFO : Epoch 748 | loss: 0.0311131 | val_loss: 0.031154 | Time: 3705.8 ms [2020-12-14 13:03:56 main:574] : INFO : Epoch 749 | loss: 0.0311147 | val_loss: 0.0311606 | Time: 3901.4 ms [2020-12-14 13:04:00 main:574] : INFO : Epoch 750 | loss: 0.0311138 | val_loss: 0.0311526 | Time: 3784.41 ms [2020-12-14 13:04:04 main:574] : INFO : Epoch 751 | loss: 0.0311132 | val_loss: 0.0311533 | Time: 3488.42 ms [2020-12-14 13:04:07 main:574] : INFO : Epoch 752 | loss: 0.0311125 | val_loss: 0.0311488 | Time: 3567.29 ms [2020-12-14 13:04:11 main:574] : INFO : Epoch 753 | loss: 0.0311114 | val_loss: 0.0311491 | Time: 3396.21 ms [2020-12-14 13:04:14 main:574] : INFO : Epoch 754 | loss: 0.0311108 | val_loss: 0.031151 | Time: 2962.65 ms [2020-12-14 13:04:17 main:574] : INFO : Epoch 755 | loss: 0.0311138 | val_loss: 0.031153 | Time: 3435.66 ms [2020-12-14 13:04:21 main:574] : INFO : Epoch 756 | loss: 0.0311127 | val_loss: 0.0311519 | Time: 3460.06 ms [2020-12-14 13:04:24 main:574] : INFO : Epoch 757 | loss: 0.0311092 | val_loss: 0.0311568 | Time: 3046.03 ms [2020-12-14 13:04:27 main:574] : INFO : Epoch 758 | loss: 0.0311072 | val_loss: 0.0311557 | Time: 3415.31 ms [2020-12-14 13:04:30 main:574] : INFO : Epoch 759 | loss: 0.0311065 | val_loss: 0.0311543 | Time: 2760.09 ms [2020-12-14 13:04:34 main:574] : INFO : Epoch 760 | loss: 0.0311068 | val_loss: 0.0311529 | Time: 3634.79 ms [2020-12-14 13:04:38 main:574] : INFO : Epoch 761 | loss: 0.0311079 | val_loss: 0.031154 | Time: 3633.88 ms [2020-12-14 13:04:41 main:574] : INFO : Epoch 762 | loss: 0.0311098 | val_loss: 0.0311531 | Time: 3394.18 ms [2020-12-14 13:04:45 main:574] : INFO : Epoch 763 | loss: 0.0311064 | val_loss: 0.0311522 | Time: 3513.27 ms [2020-12-14 13:04:48 main:574] : INFO : Epoch 764 | loss: 0.0311088 | val_loss: 0.031156 | Time: 3258.05 ms [2020-12-14 13:04:51 main:574] : INFO : Epoch 765 | loss: 0.0311084 | val_loss: 0.0311554 | Time: 2934.41 ms [2020-12-14 13:04:55 main:574] : INFO : Epoch 766 | loss: 0.0311078 | val_loss: 0.0311539 | Time: 3516.33 ms [2020-12-14 13:04:58 main:574] : INFO : Epoch 767 | loss: 0.0311079 | val_loss: 0.0311532 | Time: 3445.24 ms [2020-12-14 13:05:02 main:574] : INFO : Epoch 768 | loss: 0.0311099 | val_loss: 0.0311547 | Time: 3395.72 ms [2020-12-14 13:05:05 main:574] : INFO : Epoch 769 | loss: 0.0311059 | val_loss: 0.031152 | Time: 3382.34 ms [2020-12-14 13:05:09 main:574] : INFO : Epoch 770 | loss: 0.0311068 | val_loss: 0.0311553 | Time: 3425.47 ms [2020-12-14 13:05:12 main:574] : INFO : Epoch 771 | loss: 0.0311099 | val_loss: 0.0311533 | Time: 3244.31 ms [2020-12-14 13:05:16 main:574] : INFO : Epoch 772 | loss: 0.0311122 | val_loss: 0.0311585 | Time: 3428.87 ms [2020-12-14 13:05:19 main:574] : INFO : Epoch 773 | loss: 0.0311107 | val_loss: 0.031156 | Time: 3421.88 ms [2020-12-14 13:05:22 main:574] : INFO : Epoch 774 | loss: 0.0311075 | val_loss: 0.0311607 | Time: 2830.89 ms [2020-12-14 13:05:25 main:574] : INFO : Epoch 775 | loss: 0.0311177 | val_loss: 0.0311551 | Time: 3453.28 ms [2020-12-14 13:05:29 main:574] : INFO : Epoch 776 | loss: 0.0311147 | val_loss: 0.0311504 | Time: 3132 ms [2020-12-14 13:05:32 main:574] : INFO : Epoch 777 | loss: 0.0311131 | val_loss: 0.0311549 | Time: 3425.53 ms [2020-12-14 13:05:35 main:574] : INFO : Epoch 778 | loss: 0.0311109 | val_loss: 0.0311583 | Time: 3082.74 ms [2020-12-14 13:05:39 main:574] : INFO : Epoch 779 | loss: 0.0311116 | val_loss: 0.0311545 | Time: 3144.63 ms [2020-12-14 13:05:42 main:574] : INFO : Epoch 780 | loss: 0.0311114 | val_loss: 0.0311525 | Time: 2932.53 ms [2020-12-14 13:05:44 main:574] : INFO : Epoch 781 | loss: 0.0311099 | val_loss: 0.0311538 | Time: 2811.01 ms [2020-12-14 13:05:48 main:574] : INFO : Epoch 782 | loss: 0.0311101 | val_loss: 0.0311583 | Time: 3507.96 ms [2020-12-14 13:05:51 main:574] : INFO : Epoch 783 | loss: 0.0311096 | val_loss: 0.0311515 | Time: 3451.17 ms [2020-12-14 13:05:55 main:574] : INFO : Epoch 784 | loss: 0.0311099 | val_loss: 0.0311538 | Time: 3369.85 ms [2020-12-14 13:05:58 main:574] : INFO : Epoch 785 | loss: 0.0311089 | val_loss: 0.0311587 | Time: 3409 ms [2020-12-14 13:06:02 main:574] : INFO : Epoch 786 | loss: 0.0311101 | val_loss: 0.0311606 | Time: 3428.26 ms [2020-12-14 13:06:05 main:574] : INFO : Epoch 787 | loss: 0.0311092 | val_loss: 0.0311587 | Time: 3411.62 ms [2020-12-14 13:06:09 main:574] : INFO : Epoch 788 | loss: 0.0311066 | val_loss: 0.0311593 | Time: 3449.96 ms [2020-12-14 13:06:12 main:574] : INFO : Epoch 789 | loss: 0.0311066 | val_loss: 0.0311571 | Time: 3153.3 ms [2020-12-14 13:06:16 main:574] : INFO : Epoch 790 | loss: 0.0311048 | val_loss: 0.0311553 | Time: 3323.42 ms [2020-12-14 13:06:19 main:574] : INFO : Epoch 791 | loss: 0.0311046 | val_loss: 0.0311574 | Time: 3109.36 ms [2020-12-14 13:06:22 main:574] : INFO : Epoch 792 | loss: 0.0311072 | val_loss: 0.0311597 | Time: 3088.65 ms [2020-12-14 13:06:25 main:574] : INFO : Epoch 793 | loss: 0.0311086 | val_loss: 0.0311543 | Time: 2807.25 ms [2020-12-14 13:06:29 main:574] : INFO : Epoch 794 | loss: 0.0311067 | val_loss: 0.0311568 | Time: 3683.38 ms [2020-12-14 13:06:32 main:574] : INFO : Epoch 795 | loss: 0.0311037 | val_loss: 0.0311542 | Time: 3245.98 ms [2020-12-14 13:06:36 main:574] : INFO : Epoch 796 | loss: 0.0311069 | val_loss: 0.0311557 | Time: 3536.78 ms [2020-12-14 13:06:39 main:574] : INFO : Epoch 797 | loss: 0.0311109 | val_loss: 0.0311536 | Time: 3455.49 ms [2020-12-14 13:06:42 main:574] : INFO : Epoch 798 | loss: 0.0311091 | val_loss: 0.0311528 | Time: 3015.73 ms [2020-12-14 13:06:45 main:574] : INFO : Epoch 799 | loss: 0.0311081 | val_loss: 0.0311577 | Time: 2796.5 ms [2020-12-14 13:06:48 main:574] : INFO : Epoch 800 | loss: 0.0311054 | val_loss: 0.0311566 | Time: 2777.96 ms [2020-12-14 13:06:51 main:574] : INFO : Epoch 801 | loss: 0.0311034 | val_loss: 0.0311513 | Time: 3417.73 ms [2020-12-14 13:06:55 main:574] : INFO : Epoch 802 | loss: 0.031107 | val_loss: 0.0311496 | Time: 3691.28 ms [2020-12-14 13:06:59 main:574] : INFO : Epoch 803 | loss: 0.0311053 | val_loss: 0.031156 | Time: 3445.1 ms [2020-12-14 13:07:02 main:574] : INFO : Epoch 804 | loss: 0.031105 | val_loss: 0.0311549 | Time: 3195.97 ms [2020-12-14 13:07:05 main:574] : INFO : Epoch 805 | loss: 0.0311024 | val_loss: 0.0311588 | Time: 2815.29 ms [2020-12-14 13:07:08 main:574] : INFO : Epoch 806 | loss: 0.0311011 | val_loss: 0.0311653 | Time: 3512.81 ms [2020-12-14 13:07:11 main:574] : INFO : Epoch 807 | loss: 0.0311056 | val_loss: 0.0311558 | Time: 3029.84 ms [2020-12-14 13:07:15 main:574] : INFO : Epoch 808 | loss: 0.0311029 | val_loss: 0.0311555 | Time: 3075.79 ms [2020-12-14 13:07:18 main:574] : INFO : Epoch 809 | loss: 0.0311026 | val_loss: 0.0311586 | Time: 3349.04 ms [2020-12-14 13:07:21 main:574] : INFO : Epoch 810 | loss: 0.0311115 | val_loss: 0.0311556 | Time: 3424.3 ms [2020-12-14 13:07:25 main:574] : INFO : Epoch 811 | loss: 0.031112 | val_loss: 0.0311535 | Time: 3360.12 ms [2020-12-14 13:07:29 main:574] : INFO : Epoch 812 | loss: 0.0311071 | val_loss: 0.0311528 | Time: 3531.38 ms [2020-12-14 13:07:32 main:574] : INFO : Epoch 813 | loss: 0.0311034 | val_loss: 0.0311579 | Time: 3404.3 ms [2020-12-14 13:07:35 main:574] : INFO : Epoch 814 | loss: 0.0311038 | val_loss: 0.0311584 | Time: 3418.53 ms [2020-12-14 13:07:39 main:574] : INFO : Epoch 815 | loss: 0.0311054 | val_loss: 0.0311574 | Time: 3429.18 ms [2020-12-14 13:07:43 main:574] : INFO : Epoch 816 | loss: 0.0311057 | val_loss: 0.0311587 | Time: 3531.09 ms [2020-12-14 13:07:46 main:574] : INFO : Epoch 817 | loss: 0.0311049 | val_loss: 0.0311594 | Time: 3472.4 ms [2020-12-14 13:07:50 main:574] : INFO : Epoch 818 | loss: 0.0311041 | val_loss: 0.0311586 | Time: 3275.3 ms [2020-12-14 13:07:53 main:574] : INFO : Epoch 819 | loss: 0.0311022 | val_loss: 0.0311568 | Time: 3079.07 ms [2020-12-14 13:07:56 main:574] : INFO : Epoch 820 | loss: 0.031102 | val_loss: 0.0311571 | Time: 3490.28 ms [2020-12-14 13:08:00 main:574] : INFO : Epoch 821 | loss: 0.0311025 | val_loss: 0.0311619 | Time: 3265.64 ms [2020-12-14 13:08:03 main:574] : INFO : Epoch 822 | loss: 0.0311056 | val_loss: 0.0311654 | Time: 3469.03 ms [2020-12-14 13:08:06 main:574] : INFO : Epoch 823 | loss: 0.031112 | val_loss: 0.0311642 | Time: 2860.73 ms [2020-12-14 13:08:10 main:574] : INFO : Epoch 824 | loss: 0.0311055 | val_loss: 0.0311616 | Time: 3479.45 ms [2020-12-14 13:08:13 main:574] : INFO : Epoch 825 | loss: 0.0311005 | val_loss: 0.0311614 | Time: 3020.35 ms [2020-12-14 13:08:16 main:574] : INFO : Epoch 826 | loss: 0.0311016 | val_loss: 0.0311629 | Time: 3308.13 ms [2020-12-14 13:08:19 main:574] : INFO : Epoch 827 | loss: 0.0310981 | val_loss: 0.0311614 | Time: 3082.79 ms [2020-12-14 13:08:23 main:574] : INFO : Epoch 828 | loss: 0.0310978 | val_loss: 0.0311632 | Time: 3624.59 ms [2020-12-14 13:08:26 main:574] : INFO : Epoch 829 | loss: 0.0310995 | val_loss: 0.0311638 | Time: 2921.92 ms [2020-12-14 13:08:29 main:574] : INFO : Epoch 830 | loss: 0.0311048 | val_loss: 0.0311592 | Time: 3470.27 ms [2020-12-14 13:08:33 main:574] : INFO : Epoch 831 | loss: 0.0311258 | val_loss: 0.0311577 | Time: 3423.16 ms [2020-12-14 13:08:36 main:574] : INFO : Epoch 832 | loss: 0.031125 | val_loss: 0.0311566 | Time: 3160.86 ms [2020-12-14 13:08:40 main:574] : INFO : Epoch 833 | loss: 0.0311225 | val_loss: 0.0311557 | Time: 3412.83 ms [2020-12-14 13:08:43 main:574] : INFO : Epoch 834 | loss: 0.031121 | val_loss: 0.031152 | Time: 2770.25 ms [2020-12-14 13:08:46 main:574] : INFO : Epoch 835 | loss: 0.0311182 | val_loss: 0.0311539 | Time: 3368.35 ms [2020-12-14 13:08:50 main:574] : INFO : Epoch 836 | loss: 0.0311149 | val_loss: 0.0311546 | Time: 3512.32 ms [2020-12-14 13:08:53 main:574] : INFO : Epoch 837 | loss: 0.0311158 | val_loss: 0.0311602 | Time: 3016.61 ms [2020-12-14 13:08:56 main:574] : INFO : Epoch 838 | loss: 0.0311142 | val_loss: 0.031158 | Time: 2929.81 ms [2020-12-14 13:08:59 main:574] : INFO : Epoch 839 | loss: 0.0311128 | val_loss: 0.0311573 | Time: 3357.91 ms [2020-12-14 13:09:03 main:574] : INFO : Epoch 840 | loss: 0.0311106 | val_loss: 0.031157 | Time: 3440.32 ms [2020-12-14 13:09:06 main:574] : INFO : Epoch 841 | loss: 0.0311096 | val_loss: 0.0311625 | Time: 2851.9 ms [2020-12-14 13:09:09 main:574] : INFO : Epoch 842 | loss: 0.0311077 | val_loss: 0.0311584 | Time: 3149.19 ms [2020-12-14 13:09:13 main:574] : INFO : Epoch 843 | loss: 0.031109 | val_loss: 0.0311562 | Time: 3630.13 ms [2020-12-14 13:09:16 main:574] : INFO : Epoch 844 | loss: 0.0311102 | val_loss: 0.0311611 | Time: 2909.51 ms [2020-12-14 13:09:19 main:574] : INFO : Epoch 845 | loss: 0.0311103 | val_loss: 0.0311606 | Time: 3439.21 ms [2020-12-14 13:09:22 main:574] : INFO : Epoch 846 | loss: 0.0311058 | val_loss: 0.0311625 | Time: 2916.34 ms [2020-12-14 13:09:26 main:574] : INFO : Epoch 847 | loss: 0.0311069 | val_loss: 0.0311622 | Time: 3451.64 ms [2020-12-14 13:09:30 main:574] : INFO : Epoch 848 | loss: 0.031106 | val_loss: 0.0311605 | Time: 3647.86 ms [2020-12-14 13:09:33 main:574] : INFO : Epoch 849 | loss: 0.0311088 | val_loss: 0.0311598 | Time: 3454.37 ms [2020-12-14 13:09:36 main:574] : INFO : Epoch 850 | loss: 0.0311161 | val_loss: 0.0311573 | Time: 2864.63 ms [2020-12-14 13:09:39 main:574] : INFO : Epoch 851 | loss: 0.031117 | val_loss: 0.0311632 | Time: 2785.48 ms [2020-12-14 13:09:43 main:574] : INFO : Epoch 852 | loss: 0.03111 | val_loss: 0.0311583 | Time: 3458.13 ms [2020-12-14 13:09:46 main:574] : INFO : Epoch 853 | loss: 0.0311074 | val_loss: 0.0311587 | Time: 3276.56 ms [2020-12-14 13:09:49 main:574] : INFO : Epoch 854 | loss: 0.0311098 | val_loss: 0.0311558 | Time: 3241.83 ms [2020-12-14 13:09:53 main:574] : INFO : Epoch 855 | loss: 0.0311097 | val_loss: 0.0311615 | Time: 3471.07 ms [2020-12-14 13:09:56 main:574] : INFO : Epoch 856 | loss: 0.03111 | val_loss: 0.0311585 | Time: 3430.72 ms [2020-12-14 13:10:00 main:574] : INFO : Epoch 857 | loss: 0.0311103 | val_loss: 0.031164 | Time: 3474.56 ms [2020-12-14 13:10:03 main:574] : INFO : Epoch 858 | loss: 0.0311079 | val_loss: 0.0311596 | Time: 2918.16 ms [2020-12-14 13:10:06 main:574] : INFO : Epoch 859 | loss: 0.0311038 | val_loss: 0.031161 | Time: 3653.09 ms [2020-12-14 13:10:09 main:574] : INFO : Epoch 860 | loss: 0.031107 | val_loss: 0.031163 | Time: 2939.77 ms [2020-12-14 13:10:13 main:574] : INFO : Epoch 861 | loss: 0.0311035 | val_loss: 0.0311592 | Time: 3487.47 ms [2020-12-14 13:10:16 main:574] : INFO : Epoch 862 | loss: 0.0311058 | val_loss: 0.0311666 | Time: 3174.78 ms [2020-12-14 13:10:20 main:574] : INFO : Epoch 863 | loss: 0.0311042 | val_loss: 0.0311605 | Time: 3451.86 ms [2020-12-14 13:10:23 main:574] : INFO : Epoch 864 | loss: 0.0311076 | val_loss: 0.0311636 | Time: 3610.19 ms [2020-12-14 13:10:27 main:574] : INFO : Epoch 865 | loss: 0.0311021 | val_loss: 0.031161 | Time: 3004.47 ms [2020-12-14 13:10:30 main:574] : INFO : Epoch 866 | loss: 0.0311056 | val_loss: 0.0311601 | Time: 2818.33 ms [2020-12-14 13:10:33 main:574] : INFO : Epoch 867 | loss: 0.0311019 | val_loss: 0.0311628 | Time: 3623.97 ms [2020-12-14 13:10:36 main:574] : INFO : Epoch 868 | loss: 0.0311048 | val_loss: 0.0311622 | Time: 3053.07 ms [2020-12-14 13:10:39 main:574] : INFO : Epoch 869 | loss: 0.0311072 | val_loss: 0.0311685 | Time: 2907.58 ms [2020-12-14 13:10:43 main:574] : INFO : Epoch 870 | loss: 0.0311027 | val_loss: 0.0311665 | Time: 3280.44 ms [2020-12-14 13:10:47 main:574] : INFO : Epoch 871 | loss: 0.0311043 | val_loss: 0.0311686 | Time: 3914.99 ms [2020-12-14 13:10:50 main:574] : INFO : Epoch 872 | loss: 0.0311041 | val_loss: 0.0311712 | Time: 3493.23 ms [2020-12-14 13:10:53 main:574] : INFO : Epoch 873 | loss: 0.0311126 | val_loss: 0.0311648 | Time: 2838.29 ms [2020-12-14 13:10:56 main:574] : INFO : Epoch 874 | loss: 0.0311109 | val_loss: 0.0311635 | Time: 2900.96 ms [2020-12-14 13:10:59 main:574] : INFO : Epoch 875 | loss: 0.0311074 | val_loss: 0.0311622 | Time: 2835.52 ms [2020-12-14 13:11:03 main:574] : INFO : Epoch 876 | loss: 0.0311004 | val_loss: 0.031161 | Time: 3669.47 ms [2020-12-14 13:11:06 main:574] : INFO : Epoch 877 | loss: 0.0311035 | val_loss: 0.0311603 | Time: 2937.79 ms [2020-12-14 13:11:09 main:574] : INFO : Epoch 878 | loss: 0.0311033 | val_loss: 0.0311582 | Time: 3413.69 ms [2020-12-14 13:11:13 main:574] : INFO : Epoch 879 | loss: 0.031101 | val_loss: 0.0311682 | Time: 3725.79 ms [2020-12-14 13:11:17 main:574] : INFO : Epoch 880 | loss: 0.0311015 | val_loss: 0.0311607 | Time: 3690.26 ms [2020-12-14 13:11:20 main:574] : INFO : Epoch 881 | loss: 0.0310997 | val_loss: 0.031161 | Time: 3164.01 ms [2020-12-14 13:11:23 main:574] : INFO : Epoch 882 | loss: 0.0311001 | val_loss: 0.0311598 | Time: 3101.77 ms [2020-12-14 13:11:27 main:574] : INFO : Epoch 883 | loss: 0.0311023 | val_loss: 0.0311661 | Time: 3543.69 ms [2020-12-14 13:11:30 main:574] : INFO : Epoch 884 | loss: 0.0311027 | val_loss: 0.0311608 | Time: 3162.44 ms [2020-12-14 13:11:33 main:574] : INFO : Epoch 885 | loss: 0.0310991 | val_loss: 0.0311611 | Time: 3505.41 ms [2020-12-14 13:11:36 main:574] : INFO : Epoch 886 | loss: 0.0311028 | val_loss: 0.0311654 | Time: 2856.3 ms [2020-12-14 13:11:39 main:574] : INFO : Epoch 887 | loss: 0.0311013 | val_loss: 0.0311626 | Time: 3006.06 ms [2020-12-14 13:11:43 main:574] : INFO : Epoch 888 | loss: 0.0311023 | val_loss: 0.0311599 | Time: 3504.12 ms [2020-12-14 13:11:46 main:574] : INFO : Epoch 889 | loss: 0.0310999 | val_loss: 0.0311592 | Time: 3155.22 ms [2020-12-14 13:11:49 main:574] : INFO : Epoch 890 | loss: 0.0310997 | val_loss: 0.0311627 | Time: 2868.58 ms [2020-12-14 13:11:52 main:574] : INFO : Epoch 891 | loss: 0.0310984 | val_loss: 0.0311596 | Time: 2770.58 ms [2020-12-14 13:11:55 main:574] : INFO : Epoch 892 | loss: 0.0310996 | val_loss: 0.0311702 | Time: 3333.58 ms [2020-12-14 13:11:59 main:574] : INFO : Epoch 893 | loss: 0.0311019 | val_loss: 0.0311633 | Time: 3204.55 ms [2020-12-14 13:12:02 main:574] : INFO : Epoch 894 | loss: 0.0310979 | val_loss: 0.0311591 | Time: 3054.3 ms [2020-12-14 13:12:05 main:574] : INFO : Epoch 895 | loss: 0.0310964 | val_loss: 0.0311609 | Time: 3239.18 ms [2020-12-14 13:12:09 main:574] : INFO : Epoch 896 | loss: 0.0310966 | val_loss: 0.0311669 | Time: 3495.43 ms [2020-12-14 13:12:12 main:574] : INFO : Epoch 897 | loss: 0.0310981 | val_loss: 0.0311594 | Time: 2915.72 ms [2020-12-14 13:12:15 main:574] : INFO : Epoch 898 | loss: 0.0310972 | val_loss: 0.0311626 | Time: 3377.86 ms [2020-12-14 13:12:18 main:574] : INFO : Epoch 899 | loss: 0.0310924 | val_loss: 0.0311638 | Time: 3014.38 ms [2020-12-14 13:12:21 main:574] : INFO : Epoch 900 | loss: 0.0310915 | val_loss: 0.0311658 | Time: 2859.84 ms [2020-12-14 13:12:25 main:574] : INFO : Epoch 901 | loss: 0.0310925 | val_loss: 0.0311621 | Time: 3632.73 ms [2020-12-14 13:12:28 main:574] : INFO : Epoch 902 | loss: 0.0310903 | val_loss: 0.0311632 | Time: 3350.33 ms [2020-12-14 13:12:32 main:574] : INFO : Epoch 903 | loss: 0.0310907 | val_loss: 0.0311681 | Time: 3215.69 ms [2020-12-14 13:12:35 main:574] : INFO : Epoch 904 | loss: 0.0310915 | val_loss: 0.0311618 | Time: 3280.42 ms [2020-12-14 13:12:39 main:574] : INFO : Epoch 905 | loss: 0.0310942 | val_loss: 0.0311621 | Time: 3582.82 ms [2020-12-14 13:12:42 main:574] : INFO : Epoch 906 | loss: 0.0310976 | val_loss: 0.0311611 | Time: 3529.22 ms [2020-12-14 13:12:45 main:574] : INFO : Epoch 907 | loss: 0.031095 | val_loss: 0.031162 | Time: 2843.66 ms [2020-12-14 13:12:49 main:574] : INFO : Epoch 908 | loss: 0.0310949 | val_loss: 0.0311681 | Time: 3923.15 ms [2020-12-14 13:12:52 main:574] : INFO : Epoch 909 | loss: 0.0310949 | val_loss: 0.0311622 | Time: 3091.21 ms [2020-12-14 13:12:56 main:574] : INFO : Epoch 910 | loss: 0.0310969 | val_loss: 0.0311631 | Time: 3471.44 ms [2020-12-14 13:13:00 main:574] : INFO : Epoch 911 | loss: 0.0311011 | val_loss: 0.0311647 | Time: 3671.27 ms [2020-12-14 13:13:03 main:574] : INFO : Epoch 912 | loss: 0.0310989 | val_loss: 0.03116 | Time: 3544.72 ms [2020-12-14 13:13:07 main:574] : INFO : Epoch 913 | loss: 0.0310997 | val_loss: 0.0311709 | Time: 3303.21 ms [2020-12-14 13:13:10 main:574] : INFO : Epoch 914 | loss: 0.0311078 | val_loss: 0.0311596 | Time: 2986.28 ms [2020-12-14 13:13:13 main:574] : INFO : Epoch 915 | loss: 0.0311089 | val_loss: 0.0311648 | Time: 3327.31 ms [2020-12-14 13:13:17 main:574] : INFO : Epoch 916 | loss: 0.0311086 | val_loss: 0.031162 | Time: 3586.77 ms [2020-12-14 13:13:20 main:574] : INFO : Epoch 917 | loss: 0.0311004 | val_loss: 0.0311627 | Time: 3521 ms [2020-12-14 13:13:23 main:574] : INFO : Epoch 918 | loss: 0.0310979 | val_loss: 0.0311605 | Time: 2902.52 ms [2020-12-14 13:13:27 main:574] : INFO : Epoch 919 | loss: 0.0310992 | val_loss: 0.0311566 | Time: 3058.42 ms [2020-12-14 13:13:31 main:574] : INFO : Epoch 920 | loss: 0.0310985 | val_loss: 0.0311606 | Time: 3939.66 ms [2020-12-14 13:13:34 main:574] : INFO : Epoch 921 | loss: 0.0310987 | val_loss: 0.031158 | Time: 3148.8 ms [2020-12-14 13:13:37 main:574] : INFO : Epoch 922 | loss: 0.0310987 | val_loss: 0.031166 | Time: 3516.66 ms [2020-12-14 13:13:41 main:574] : INFO : Epoch 923 | loss: 0.0310995 | val_loss: 0.031165 | Time: 3523.17 ms [2020-12-14 13:13:44 main:574] : INFO : Epoch 924 | loss: 0.0311017 | val_loss: 0.0311681 | Time: 3011.11 ms [2020-12-14 13:13:47 main:574] : INFO : Epoch 925 | loss: 0.0311021 | val_loss: 0.0311643 | Time: 3420.25 ms [2020-12-14 13:13:51 main:574] : INFO : Epoch 926 | loss: 0.0310981 | val_loss: 0.0311566 | Time: 3365.64 ms [2020-12-14 13:13:54 main:574] : INFO : Epoch 927 | loss: 0.0310973 | val_loss: 0.0311636 | Time: 2926.75 ms [2020-12-14 13:13:57 main:574] : INFO : Epoch 928 | loss: 0.0310962 | val_loss: 0.031167 | Time: 3133.89 ms [2020-12-14 13:14:01 main:574] : INFO : Epoch 929 | loss: 0.0310959 | val_loss: 0.0311653 | Time: 3593.43 ms [2020-12-14 13:14:04 main:574] : INFO : Epoch 930 | loss: 0.0311007 | val_loss: 0.0311605 | Time: 3226.08 ms [2020-12-14 13:14:07 main:574] : INFO : Epoch 931 | loss: 0.0310966 | val_loss: 0.0311534 | Time: 3028.84 ms [2020-12-14 13:14:11 main:574] : INFO : Epoch 932 | loss: 0.0310981 | val_loss: 0.0311606 | Time: 3853.64 ms [2020-12-14 13:14:14 main:574] : INFO : Epoch 933 | loss: 0.0310964 | val_loss: 0.03116 | Time: 3134.93 ms [2020-12-14 13:14:18 main:574] : INFO : Epoch 934 | loss: 0.031096 | val_loss: 0.0311588 | Time: 3296.69 ms [2020-12-14 13:14:21 main:574] : INFO : Epoch 935 | loss: 0.0310989 | val_loss: 0.031163 | Time: 3511.41 ms [2020-12-14 13:14:25 main:574] : INFO : Epoch 936 | loss: 0.0310989 | val_loss: 0.0311638 | Time: 3451.14 ms [2020-12-14 13:14:28 main:574] : INFO : Epoch 937 | loss: 0.0310979 | val_loss: 0.0311648 | Time: 2842 ms [2020-12-14 13:14:31 main:574] : INFO : Epoch 938 | loss: 0.0310999 | val_loss: 0.0311671 | Time: 3502.04 ms [2020-12-14 13:14:34 main:574] : INFO : Epoch 939 | loss: 0.0310956 | val_loss: 0.0311725 | Time: 3074.21 ms [2020-12-14 13:14:38 main:574] : INFO : Epoch 940 | loss: 0.0310996 | val_loss: 0.0311554 | Time: 3499.5 ms [2020-12-14 13:14:42 main:574] : INFO : Epoch 941 | loss: 0.0310944 | val_loss: 0.0311607 | Time: 3528.69 ms [2020-12-14 13:14:45 main:574] : INFO : Epoch 942 | loss: 0.031093 | val_loss: 0.0311603 | Time: 3520.33 ms [2020-12-14 13:14:49 main:574] : INFO : Epoch 943 | loss: 0.0310961 | val_loss: 0.0311555 | Time: 3461.23 ms [2020-12-14 13:14:52 main:574] : INFO : Epoch 944 | loss: 0.0310983 | val_loss: 0.0311618 | Time: 2831.03 ms [2020-12-14 13:14:55 main:574] : INFO : Epoch 945 | loss: 0.0311019 | val_loss: 0.0311559 | Time: 3083.21 ms [2020-12-14 13:14:58 main:574] : INFO : Epoch 946 | loss: 0.0310983 | val_loss: 0.0311603 | Time: 3024.86 ms [2020-12-14 13:15:01 main:574] : INFO : Epoch 947 | loss: 0.0310948 | val_loss: 0.0311565 | Time: 3407.81 ms [2020-12-14 13:15:05 main:574] : INFO : Epoch 948 | loss: 0.0310932 | val_loss: 0.0311632 | Time: 3992.89 ms [2020-12-14 13:15:09 main:574] : INFO : Epoch 949 | loss: 0.0310984 | val_loss: 0.0311557 | Time: 3297.09 ms [2020-12-14 13:15:12 main:574] : INFO : Epoch 950 | loss: 0.0310984 | val_loss: 0.0311592 | Time: 3459.21 ms [2020-12-14 13:15:16 main:574] : INFO : Epoch 951 | loss: 0.0310981 | val_loss: 0.0311602 | Time: 3183.98 ms [2020-12-14 13:15:19 main:574] : INFO : Epoch 952 | loss: 0.0310948 | val_loss: 0.031165 | Time: 3051.86 ms [2020-12-14 13:15:22 main:574] : INFO : Epoch 953 | loss: 0.0310956 | val_loss: 0.0311624 | Time: 3538.17 ms [2020-12-14 13:15:26 main:574] : INFO : Epoch 954 | loss: 0.0310937 | val_loss: 0.0311687 | Time: 3831.27 ms [2020-12-14 13:15:30 main:574] : INFO : Epoch 955 | loss: 0.0310927 | val_loss: 0.0311645 | Time: 3357.83 ms [2020-12-14 13:15:33 main:574] : INFO : Epoch 956 | loss: 0.0310917 | val_loss: 0.0311588 | Time: 3445.14 ms [2020-12-14 13:15:37 main:574] : INFO : Epoch 957 | loss: 0.0310917 | val_loss: 0.031159 | Time: 3680.91 ms [2020-12-14 13:15:41 main:574] : INFO : Epoch 958 | loss: 0.0310941 | val_loss: 0.031171 | Time: 3710.01 ms [2020-12-14 13:15:44 main:574] : INFO : Epoch 959 | loss: 0.0310958 | val_loss: 0.0311676 | Time: 3484.94 ms [2020-12-14 13:15:48 main:574] : INFO : Epoch 960 | loss: 0.031093 | val_loss: 0.0311707 | Time: 3299.6 ms [2020-12-14 13:15:51 main:574] : INFO : Epoch 961 | loss: 0.0310945 | val_loss: 0.0311606 | Time: 3178.57 ms [2020-12-14 13:15:54 main:574] : INFO : Epoch 962 | loss: 0.0310943 | val_loss: 0.0311592 | Time: 2939.98 ms [2020-12-14 13:15:57 main:574] : INFO : Epoch 963 | loss: 0.0310954 | val_loss: 0.031164 | Time: 3178.36 ms [2020-12-14 13:16:01 main:574] : INFO : Epoch 964 | loss: 0.0311073 | val_loss: 0.0311575 | Time: 3352.75 ms [2020-12-14 13:16:03 main:574] : INFO : Epoch 965 | loss: 0.0311085 | val_loss: 0.0311544 | Time: 2931.2 ms [2020-12-14 13:16:07 main:574] : INFO : Epoch 966 | loss: 0.031101 | val_loss: 0.0311587 | Time: 3815.84 ms [2020-12-14 13:16:11 main:574] : INFO : Epoch 967 | loss: 0.0310951 | val_loss: 0.0311596 | Time: 3528.9 ms [2020-12-14 13:16:15 main:574] : INFO : Epoch 968 | loss: 0.0310942 | val_loss: 0.0311652 | Time: 3742.35 ms [2020-12-14 13:16:18 main:574] : INFO : Epoch 969 | loss: 0.0310971 | val_loss: 0.0311622 | Time: 3467.92 ms [2020-12-14 13:16:22 main:574] : INFO : Epoch 970 | loss: 0.0311051 | val_loss: 0.031165 | Time: 3422.69 ms [2020-12-14 13:16:25 main:574] : INFO : Epoch 971 | loss: 0.0311016 | val_loss: 0.0311569 | Time: 3512.58 ms [2020-12-14 13:16:29 main:574] : INFO : Epoch 972 | loss: 0.0311005 | val_loss: 0.0311621 | Time: 3734.39 ms [2020-12-14 13:16:33 main:574] : INFO : Epoch 973 | loss: 0.0311013 | val_loss: 0.0311536 | Time: 3629.26 ms [2020-12-14 13:16:37 main:574] : INFO : Epoch 974 | loss: 0.0310979 | val_loss: 0.0311625 | Time: 3698.55 ms [2020-12-14 13:16:40 main:574] : INFO : Epoch 975 | loss: 0.0310961 | val_loss: 0.0311718 | Time: 3711.18 ms [2020-12-14 13:16:44 main:574] : INFO : Epoch 976 | loss: 0.0310912 | val_loss: 0.0311612 | Time: 3005.3 ms [2020-12-14 13:16:47 main:574] : INFO : Epoch 977 | loss: 0.0310896 | val_loss: 0.0311614 | Time: 3469.61 ms [2020-12-14 13:16:51 main:574] : INFO : Epoch 978 | loss: 0.0310923 | val_loss: 0.0311655 | Time: 3670.92 ms [2020-12-14 13:16:54 main:574] : INFO : Epoch 979 | loss: 0.0310955 | val_loss: 0.0311645 | Time: 3084.16 ms [2020-12-14 13:16:58 main:574] : INFO : Epoch 980 | loss: 0.031095 | val_loss: 0.0311686 | Time: 3938.71 ms [2020-12-14 13:17:01 main:574] : INFO : Epoch 981 | loss: 0.0310907 | val_loss: 0.0311682 | Time: 2964.97 ms [2020-12-14 13:17:04 main:574] : INFO : Epoch 982 | loss: 0.0310913 | val_loss: 0.0311629 | Time: 3127.28 ms [2020-12-14 13:17:07 main:574] : INFO : Epoch 983 | loss: 0.0310917 | val_loss: 0.0311626 | Time: 3057.33 ms [2020-12-14 13:17:11 main:574] : INFO : Epoch 984 | loss: 0.0310968 | val_loss: 0.0311556 | Time: 3505.2 ms [2020-12-14 13:17:15 main:574] : INFO : Epoch 985 | loss: 0.0310938 | val_loss: 0.0311575 | Time: 3676.3 ms [2020-12-14 13:17:18 main:574] : INFO : Epoch 986 | loss: 0.0310967 | val_loss: 0.031156 | Time: 3552.57 ms [2020-12-14 13:17:22 main:574] : INFO : Epoch 987 | loss: 0.0310976 | val_loss: 0.0311571 | Time: 3558.55 ms [2020-12-14 13:17:26 main:574] : INFO : Epoch 988 | loss: 0.0311028 | val_loss: 0.0311687 | Time: 3769.13 ms [2020-12-14 13:17:29 main:574] : INFO : Epoch 989 | loss: 0.0310997 | val_loss: 0.0311653 | Time: 2921.57 ms [2020-12-14 13:17:32 main:574] : INFO : Epoch 990 | loss: 0.0310948 | val_loss: 0.0311763 | Time: 3197.42 ms [2020-12-14 13:17:35 main:574] : INFO : Epoch 991 | loss: 0.0310925 | val_loss: 0.0311709 | Time: 3296.52 ms [2020-12-14 13:17:38 main:574] : INFO : Epoch 992 | loss: 0.0310902 | val_loss: 0.0311584 | Time: 2966.82 ms [2020-12-14 13:17:42 main:574] : INFO : Epoch 993 | loss: 0.0310895 | val_loss: 0.0311641 | Time: 3241.16 ms [2020-12-14 13:17:45 main:574] : INFO : Epoch 994 | loss: 0.0310966 | val_loss: 0.0311663 | Time: 3817.63 ms [2020-12-14 13:17:49 main:574] : INFO : Epoch 995 | loss: 0.031101 | val_loss: 0.0311581 | Time: 3983.69 ms [2020-12-14 13:17:53 main:574] : INFO : Epoch 996 | loss: 0.0310959 | val_loss: 0.0311661 | Time: 3134.46 ms [2020-12-14 13:17:56 main:574] : INFO : Epoch 997 | loss: 0.0310891 | val_loss: 0.0311581 | Time: 3317.48 ms [2020-12-14 13:18:00 main:574] : INFO : Epoch 998 | loss: 0.0310948 | val_loss: 0.0311612 | Time: 3636.09 ms [2020-12-14 13:18:03 main:574] : INFO : Epoch 999 | loss: 0.0310983 | val_loss: 0.0311607 | Time: 3457.95 ms [2020-12-14 13:18:06 main:574] : INFO : Epoch 1000 | loss: 0.0311009 | val_loss: 0.0311585 | Time: 3092.18 ms [2020-12-14 13:18:10 main:574] : INFO : Epoch 1001 | loss: 0.0311004 | val_loss: 0.0311566 | Time: 3728.22 ms [2020-12-14 13:18:13 main:574] : INFO : Epoch 1002 | loss: 0.0310969 | val_loss: 0.0311554 | Time: 3020.89 ms [2020-12-14 13:18:17 main:574] : INFO : Epoch 1003 | loss: 0.0311004 | val_loss: 0.0311549 | Time: 3736.41 ms [2020-12-14 13:18:20 main:574] : INFO : Epoch 1004 | loss: 0.0310996 | val_loss: 0.0311651 | Time: 3037.85 ms [2020-12-14 13:18:23 main:574] : INFO : Epoch 1005 | loss: 0.0310977 | val_loss: 0.031161 | Time: 3156.63 ms [2020-12-14 13:18:27 main:574] : INFO : Epoch 1006 | loss: 0.031095 | val_loss: 0.0311677 | Time: 3206.83 ms [2020-12-14 13:18:31 main:574] : INFO : Epoch 1007 | loss: 0.0310924 | val_loss: 0.031161 | Time: 3921.94 ms [2020-12-14 13:18:34 main:574] : INFO : Epoch 1008 | loss: 0.0310929 | val_loss: 0.0311609 | Time: 3013.39 ms [2020-12-14 13:18:38 main:574] : INFO : Epoch 1009 | loss: 0.031098 | val_loss: 0.0311572 | Time: 3655.14 ms [2020-12-14 13:18:41 main:574] : INFO : Epoch 1010 | loss: 0.0310898 | val_loss: 0.0311612 | Time: 3127.93 ms [2020-12-14 13:18:44 main:574] : INFO : Epoch 1011 | loss: 0.0310919 | val_loss: 0.0311598 | Time: 2996.36 ms [2020-12-14 13:18:47 main:574] : INFO : Epoch 1012 | loss: 0.031095 | val_loss: 0.0311593 | Time: 3200 ms [2020-12-14 13:18:51 main:574] : INFO : Epoch 1013 | loss: 0.0310918 | val_loss: 0.0311634 | Time: 3445.92 ms [2020-12-14 13:18:54 main:574] : INFO : Epoch 1014 | loss: 0.0310911 | val_loss: 0.0311599 | Time: 3231.21 ms [2020-12-14 13:18:58 main:574] : INFO : Epoch 1015 | loss: 0.0310896 | val_loss: 0.0311691 | Time: 3542.28 ms [2020-12-14 13:19:01 main:574] : INFO : Epoch 1016 | loss: 0.0310952 | val_loss: 0.0311611 | Time: 3515.55 ms [2020-12-14 13:19:05 main:574] : INFO : Epoch 1017 | loss: 0.0310964 | val_loss: 0.0311598 | Time: 3474.77 ms [2020-12-14 13:19:08 main:574] : INFO : Epoch 1018 | loss: 0.0310944 | val_loss: 0.0311536 | Time: 3415.89 ms [2020-12-14 13:19:12 main:574] : INFO : Epoch 1019 | loss: 0.0310999 | val_loss: 0.0311607 | Time: 3463.31 ms [2020-12-14 13:19:15 main:574] : INFO : Epoch 1020 | loss: 0.0310983 | val_loss: 0.0311613 | Time: 3479.01 ms [2020-12-14 13:19:19 main:574] : INFO : Epoch 1021 | loss: 0.0310969 | val_loss: 0.0311593 | Time: 3697.34 ms [2020-12-14 13:19:23 main:574] : INFO : Epoch 1022 | loss: 0.0310941 | val_loss: 0.0311702 | Time: 3328.87 ms [2020-12-14 13:19:26 main:574] : INFO : Epoch 1023 | loss: 0.0310926 | val_loss: 0.0311638 | Time: 3917.41 ms [2020-12-14 13:19:30 main:574] : INFO : Epoch 1024 | loss: 0.0310885 | val_loss: 0.0311677 | Time: 3723.08 ms [2020-12-14 13:19:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311677 [2020-12-14 13:19:31 main:603] : INFO : Saving end state to config to file [2020-12-14 13:19:31 main:608] : INFO : Success, exiting.. 13:19:31 (11756): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)