Task 3724165
| Name | ParityMachine-1605152086-24957-11_1 |
| Workunit | 1834978 |
| Created | 19 Jan 2021, 16:03:47 UTC |
| Sent | 19 Jan 2021, 16:04:03 UTC |
| Report deadline | 26 Jan 2021, 16:04:03 UTC |
| Received | 20 Jan 2021, 1:09:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 30 min 27 sec |
| CPU time | 28 min 58 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,174.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> h 514 | loss: 0.0311705 | val_loss: 0.031173 | Time: 1714.56 ms [2021-01-20 02:24:35 main:574] : INFO : Epoch 515 | loss: 0.0311708 | val_loss: 0.0311742 | Time: 1688.69 ms [2021-01-20 02:24:37 main:574] : INFO : Epoch 516 | loss: 0.0311704 | val_loss: 0.0311736 | Time: 1702.58 ms [2021-01-20 02:24:39 main:574] : INFO : Epoch 517 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 1697.06 ms [2021-01-20 02:24:40 main:574] : INFO : Epoch 518 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 1664.76 ms [2021-01-20 02:24:42 main:574] : INFO : Epoch 519 | loss: 0.0311709 | val_loss: 0.0311752 | Time: 1733.3 ms [2021-01-20 02:24:44 main:574] : INFO : Epoch 520 | loss: 0.031171 | val_loss: 0.0311738 | Time: 1709.43 ms [2021-01-20 02:24:46 main:574] : INFO : Epoch 521 | loss: 0.0311705 | val_loss: 0.0311759 | Time: 1724.25 ms [2021-01-20 02:24:47 main:574] : INFO : Epoch 522 | loss: 0.0311695 | val_loss: 0.0311734 | Time: 1718.32 ms [2021-01-20 02:24:49 main:574] : INFO : Epoch 523 | loss: 0.0311694 | val_loss: 0.031173 | Time: 1676.15 ms [2021-01-20 02:24:51 main:574] : INFO : Epoch 524 | loss: 0.0311694 | val_loss: 0.0311746 | Time: 1675.69 ms [2021-01-20 02:24:53 main:574] : INFO : Epoch 525 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 1688.32 ms [2021-01-20 02:24:54 main:574] : INFO : Epoch 526 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 1713.04 ms [2021-01-20 02:24:56 main:574] : INFO : Epoch 527 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 1695.49 ms [2021-01-20 02:24:58 main:574] : INFO : Epoch 528 | loss: 0.0311742 | val_loss: 0.0311781 | Time: 1705.95 ms [2021-01-20 02:25:00 main:574] : INFO : Epoch 529 | loss: 0.0311714 | val_loss: 0.031175 | Time: 1653.08 ms [2021-01-20 02:25:01 main:574] : INFO : Epoch 530 | loss: 0.0311703 | val_loss: 0.031173 | Time: 1690.62 ms [2021-01-20 02:25:03 main:574] : INFO : Epoch 531 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 1684.28 ms [2021-01-20 02:25:05 main:574] : INFO : Epoch 532 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 1719.9 ms [2021-01-20 02:25:07 main:574] : INFO : Epoch 533 | loss: 0.031171 | val_loss: 0.0311742 | Time: 1697.92 ms [2021-01-20 02:25:08 main:574] : INFO : Epoch 534 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 1669.32 ms [2021-01-20 02:25:10 main:574] : INFO : Epoch 535 | loss: 0.0311706 | val_loss: 0.031177 | Time: 1658.88 ms [2021-01-20 02:25:12 main:574] : INFO : Epoch 536 | loss: 0.0311723 | val_loss: 0.0311736 | Time: 1695.78 ms [2021-01-20 02:25:13 main:574] : INFO : Epoch 537 | loss: 0.03117 | val_loss: 0.031173 | Time: 1719.02 ms [2021-01-20 02:25:15 main:574] : INFO : Epoch 538 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1740.92 ms [2021-01-20 02:25:17 main:574] : INFO : Epoch 539 | loss: 0.031171 | val_loss: 0.0311736 | Time: 1785.63 ms [2021-01-20 02:25:19 main:574] : INFO : Epoch 540 | loss: 0.0311702 | val_loss: 0.0311733 | Time: 1755.79 ms [2021-01-20 02:25:21 main:574] : INFO : Epoch 541 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 1702.42 ms [2021-01-20 02:25:22 main:574] : INFO : Epoch 542 | loss: 0.0311717 | val_loss: 0.0311736 | Time: 1702.1 ms [2021-01-20 02:25:24 main:574] : INFO : Epoch 543 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 1708.65 ms [2021-01-20 02:25:26 main:574] : INFO : Epoch 544 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 1725.55 ms [2021-01-20 02:25:28 main:574] : INFO : Epoch 545 | loss: 0.0311699 | val_loss: 0.0311732 | Time: 1701.44 ms [2021-01-20 02:25:29 main:574] : INFO : Epoch 546 | loss: 0.0311703 | val_loss: 0.0311729 | Time: 1655.52 ms [2021-01-20 02:25:31 main:574] : INFO : Epoch 547 | loss: 0.0311711 | val_loss: 0.031174 | Time: 1702.79 ms [2021-01-20 02:25:33 main:574] : INFO : Epoch 548 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 1760.43 ms [2021-01-20 02:25:35 main:574] : INFO : Epoch 549 | loss: 0.0311731 | val_loss: 0.031174 | Time: 1782.86 ms [2021-01-20 02:25:37 main:574] : INFO : Epoch 550 | loss: 0.0311694 | val_loss: 0.0311727 | Time: 1829.22 ms [2021-01-20 02:25:38 main:574] : INFO : Epoch 551 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 1733.37 ms [2021-01-20 02:25:40 main:574] : INFO : Epoch 552 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 1686.99 ms [2021-01-20 02:25:42 main:574] : INFO : Epoch 553 | loss: 0.0311722 | val_loss: 0.0311763 | Time: 1744.85 ms [2021-01-20 02:25:44 main:574] : INFO : Epoch 554 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 1676.97 ms [2021-01-20 02:25:45 main:574] : INFO : Epoch 555 | loss: 0.0311719 | val_loss: 0.0311761 | Time: 1667.45 ms [2021-01-20 02:25:47 main:574] : INFO : Epoch 556 | loss: 0.031172 | val_loss: 0.0311743 | Time: 1723.93 ms [2021-01-20 02:25:49 main:574] : INFO : Epoch 557 | loss: 0.0311711 | val_loss: 0.0311739 | Time: 1720.56 ms [2021-01-20 02:25:51 main:574] : INFO : Epoch 558 | loss: 0.0311708 | val_loss: 0.031173 | Time: 1691.38 ms [2021-01-20 02:25:52 main:574] : INFO : Epoch 559 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 1700.8 ms [2021-01-20 02:25:54 main:574] : INFO : Epoch 560 | loss: 0.03117 | val_loss: 0.0311742 | Time: 1711.93 ms [2021-01-20 02:25:56 main:574] : INFO : Epoch 561 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 1712.77 ms [2021-01-20 02:25:58 main:574] : INFO : Epoch 562 | loss: 0.03117 | val_loss: 0.0311734 | Time: 1710.2 ms [2021-01-20 02:25:59 main:574] : INFO : Epoch 563 | loss: 0.031171 | val_loss: 0.0311725 | Time: 1660.36 ms [2021-01-20 02:26:01 main:574] : INFO : Epoch 564 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 1667.51 ms [2021-01-20 02:26:03 main:574] : INFO : Epoch 565 | loss: 0.0311705 | val_loss: 0.0311748 | Time: 1714.81 ms [2021-01-20 02:26:05 main:574] : INFO : Epoch 566 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 1723.15 ms [2021-01-20 02:26:06 main:574] : INFO : Epoch 567 | loss: 0.03117 | val_loss: 0.0311776 | Time: 1770.79 ms [2021-01-20 02:26:08 main:574] : INFO : Epoch 568 | loss: 0.0311741 | val_loss: 0.0311742 | Time: 1694.58 ms [2021-01-20 02:26:10 main:574] : INFO : Epoch 569 | loss: 0.0311689 | val_loss: 0.0311744 | Time: 1661.17 ms [2021-01-20 02:26:12 main:574] : INFO : Epoch 570 | loss: 0.0311683 | val_loss: 0.0311718 | Time: 1734.85 ms [2021-01-20 02:26:13 main:574] : INFO : Epoch 571 | loss: 0.0311677 | val_loss: 0.0311717 | Time: 1709.33 ms [2021-01-20 02:26:15 main:574] : INFO : Epoch 572 | loss: 0.0311678 | val_loss: 0.0311717 | Time: 1747.04 ms [2021-01-20 02:26:17 main:574] : INFO : Epoch 573 | loss: 0.0311679 | val_loss: 0.0311726 | Time: 1695.24 ms [2021-01-20 02:26:19 main:574] : INFO : Epoch 574 | loss: 0.0311692 | val_loss: 0.0311722 | Time: 1678.61 ms [2021-01-20 02:26:20 main:574] : INFO : Epoch 575 | loss: 0.0311697 | val_loss: 0.0311722 | Time: 1676.9 ms [2021-01-20 02:26:22 main:574] : INFO : Epoch 576 | loss: 0.0311682 | val_loss: 0.0311722 | Time: 1684.94 ms [2021-01-20 02:26:24 main:574] : INFO : Epoch 577 | loss: 0.0311683 | val_loss: 0.031173 | Time: 1676.83 ms [2021-01-20 02:26:26 main:574] : INFO : Epoch 578 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 1706.38 ms [2021-01-20 02:26:27 main:574] : INFO : Epoch 579 | loss: 0.0311674 | val_loss: 0.0311727 | Time: 1712.8 ms [2021-01-20 02:26:29 main:574] : INFO : Epoch 580 | loss: 0.0311714 | val_loss: 0.0311775 | Time: 1687.79 ms [2021-01-20 02:26:31 main:574] : INFO : Epoch 581 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 1690.64 ms [2021-01-20 02:26:33 main:574] : INFO : Epoch 582 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 1707.62 ms [2021-01-20 02:26:34 main:574] : INFO : Epoch 583 | loss: 0.0311688 | val_loss: 0.0311789 | Time: 1688.66 ms [2021-01-20 02:26:36 main:574] : INFO : Epoch 584 | loss: 0.031171 | val_loss: 0.0311757 | Time: 1709.82 ms [2021-01-20 02:26:38 main:574] : INFO : Epoch 585 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 1696.99 ms [2021-01-20 02:26:40 main:574] : INFO : Epoch 586 | loss: 0.0311704 | val_loss: 0.0311731 | Time: 1681.43 ms [2021-01-20 02:26:41 main:574] : INFO : Epoch 587 | loss: 0.0311674 | val_loss: 0.031174 | Time: 1709.51 ms [2021-01-20 02:26:43 main:574] : INFO : Epoch 588 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 1712.71 ms [2021-01-20 02:26:45 main:574] : INFO : Epoch 589 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1708.92 ms [2021-01-20 02:26:47 main:574] : INFO : Epoch 590 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 1676.01 ms [2021-01-20 02:26:48 main:574] : INFO : Epoch 591 | loss: 0.0311675 | val_loss: 0.0311735 | Time: 1677.02 ms [2021-01-20 02:26:50 main:574] : INFO : Epoch 592 | loss: 0.0311697 | val_loss: 0.0311723 | Time: 1659.56 ms [2021-01-20 02:26:52 main:574] : INFO : Epoch 593 | loss: 0.0311679 | val_loss: 0.031171 | Time: 1672.38 ms [2021-01-20 02:26:53 main:574] : INFO : Epoch 594 | loss: 0.031168 | val_loss: 0.0311718 | Time: 1711.69 ms [2021-01-20 02:26:55 main:574] : INFO : Epoch 595 | loss: 0.0311676 | val_loss: 0.0311714 | Time: 1726.53 ms [2021-01-20 02:26:57 main:574] : INFO : Epoch 596 | loss: 0.0311676 | val_loss: 0.0311708 | Time: 1701.86 ms [2021-01-20 02:26:59 main:574] : INFO : Epoch 597 | loss: 0.0311675 | val_loss: 0.031175 | Time: 1692.19 ms [2021-01-20 02:27:00 main:574] : INFO : Epoch 598 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 1664.98 ms [2021-01-20 02:27:02 main:574] : INFO : Epoch 599 | loss: 0.0311693 | val_loss: 0.0311741 | Time: 1732.78 ms [2021-01-20 02:27:04 main:574] : INFO : Epoch 600 | loss: 0.0311684 | val_loss: 0.0311737 | Time: 1704.61 ms [2021-01-20 02:27:06 main:574] : INFO : Epoch 601 | loss: 0.0311675 | val_loss: 0.0311719 | Time: 1747.44 ms [2021-01-20 02:27:07 main:574] : INFO : Epoch 602 | loss: 0.0311687 | val_loss: 0.0311713 | Time: 1677.23 ms [2021-01-20 02:27:09 main:574] : INFO : Epoch 603 | loss: 0.0311688 | val_loss: 0.0311749 | Time: 1682.82 ms [2021-01-20 02:27:11 main:574] : INFO : Epoch 604 | loss: 0.031169 | val_loss: 0.0311708 | Time: 1675.47 ms [2021-01-20 02:27:13 main:574] : INFO : Epoch 605 | loss: 0.0311676 | val_loss: 0.0311704 | Time: 1710.82 ms [2021-01-20 02:27:14 main:574] : INFO : Epoch 606 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 1697.26 ms [2021-01-20 02:27:16 main:574] : INFO : Epoch 607 | loss: 0.0311675 | val_loss: 0.031171 | Time: 1736.74 ms [2021-01-20 02:27:18 main:574] : INFO : Epoch 608 | loss: 0.0311692 | val_loss: 0.0311701 | Time: 1731.6 ms [2021-01-20 02:27:20 main:574] : INFO : Epoch 609 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 1665.34 ms [2021-01-20 02:27:21 main:574] : INFO : Epoch 610 | loss: 0.0311679 | val_loss: 0.0311699 | Time: 1709.27 ms [2021-01-20 02:27:23 main:574] : INFO : Epoch 611 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 1717.69 ms [2021-01-20 02:27:25 main:574] : INFO : Epoch 612 | loss: 0.0311685 | val_loss: 0.0311694 | Time: 1662.83 ms [2021-01-20 02:27:27 main:574] : INFO : Epoch 613 | loss: 0.031167 | val_loss: 0.0311721 | Time: 1695.18 ms [2021-01-20 02:27:28 main:574] : INFO : Epoch 614 | loss: 0.0311683 | val_loss: 0.031171 | Time: 1723.46 ms [2021-01-20 02:27:30 main:574] : INFO : Epoch 615 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 1680.3 ms [2021-01-20 02:27:32 main:574] : INFO : Epoch 616 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 1706.43 ms [2021-01-20 02:27:34 main:574] : INFO : Epoch 617 | loss: 0.0311667 | val_loss: 0.0311699 | Time: 1692.31 ms [2021-01-20 02:27:35 main:574] : INFO : Epoch 618 | loss: 0.031167 | val_loss: 0.0311698 | Time: 1693.06 ms [2021-01-20 02:27:37 main:574] : INFO : Epoch 619 | loss: 0.0311667 | val_loss: 0.0311733 | Time: 1693.2 ms [2021-01-20 02:27:39 main:574] : INFO : Epoch 620 | loss: 0.0311672 | val_loss: 0.0311716 | Time: 1681.63 ms [2021-01-20 02:27:41 main:574] : INFO : Epoch 621 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 1660.12 ms [2021-01-20 02:27:42 main:574] : INFO : Epoch 622 | loss: 0.0311664 | val_loss: 0.0311706 | Time: 1710.03 ms [2021-01-20 02:27:44 main:574] : INFO : Epoch 623 | loss: 0.031167 | val_loss: 0.0311699 | Time: 1688.79 ms [2021-01-20 02:27:46 main:574] : INFO : Epoch 624 | loss: 0.0311668 | val_loss: 0.0311697 | Time: 1733.92 ms [2021-01-20 02:27:48 main:574] : INFO : Epoch 625 | loss: 0.0311666 | val_loss: 0.0311708 | Time: 1710.41 ms [2021-01-20 02:27:49 main:574] : INFO : Epoch 626 | loss: 0.0311684 | val_loss: 0.0311696 | Time: 1690.25 ms [2021-01-20 02:27:51 main:574] : INFO : Epoch 627 | loss: 0.0311682 | val_loss: 0.0311707 | Time: 1679.63 ms [2021-01-20 02:27:53 main:574] : INFO : Epoch 628 | loss: 0.031169 | val_loss: 0.0311705 | Time: 1702.6 ms [2021-01-20 02:27:55 main:574] : INFO : Epoch 629 | loss: 0.0311679 | val_loss: 0.0311713 | Time: 1825.35 ms [2021-01-20 02:27:56 main:574] : INFO : Epoch 630 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 1725.96 ms [2021-01-20 02:27:58 main:574] : INFO : Epoch 631 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 1739.85 ms [2021-01-20 02:28:00 main:574] : INFO : Epoch 632 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 1663.66 ms [2021-01-20 02:28:02 main:574] : INFO : Epoch 633 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 1777.8 ms [2021-01-20 02:28:04 main:574] : INFO : Epoch 634 | loss: 0.0311674 | val_loss: 0.031173 | Time: 1823.06 ms [2021-01-20 02:28:05 main:574] : INFO : Epoch 635 | loss: 0.0311671 | val_loss: 0.0311714 | Time: 1715.85 ms [2021-01-20 02:28:07 main:574] : INFO : Epoch 636 | loss: 0.0311678 | val_loss: 0.0311707 | Time: 1704.5 ms [2021-01-20 02:28:09 main:574] : INFO : Epoch 637 | loss: 0.0311678 | val_loss: 0.0311719 | Time: 1712.46 ms [2021-01-20 02:28:11 main:574] : INFO : Epoch 638 | loss: 0.0311668 | val_loss: 0.0311705 | Time: 1673.41 ms [2021-01-20 02:28:12 main:574] : INFO : Epoch 639 | loss: 0.0311673 | val_loss: 0.0311693 | Time: 1685.31 ms [2021-01-20 02:28:14 main:574] : INFO : Epoch 640 | loss: 0.0311662 | val_loss: 0.0311705 | Time: 1683.01 ms [2021-01-20 02:28:16 main:574] : INFO : Epoch 641 | loss: 0.0311669 | val_loss: 0.0311685 | Time: 1689.3 ms [2021-01-20 02:28:18 main:574] : INFO : Epoch 642 | loss: 0.0311677 | val_loss: 0.0311702 | Time: 1703.78 ms [2021-01-20 02:28:19 main:574] : INFO : Epoch 643 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 1677.18 ms [2021-01-20 02:28:21 main:574] : INFO : Epoch 644 | loss: 0.0311674 | val_loss: 0.0311706 | Time: 1667.82 ms [2021-01-20 02:28:23 main:574] : INFO : Epoch 645 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 1736.79 ms [2021-01-20 02:28:24 main:574] : INFO : Epoch 646 | loss: 0.0311662 | val_loss: 0.0311729 | Time: 1677.68 ms [2021-01-20 02:28:26 main:574] : INFO : Epoch 647 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 1728 ms [2021-01-20 02:28:28 main:574] : INFO : Epoch 648 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 1712.08 ms [2021-01-20 02:28:30 main:574] : INFO : Epoch 649 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 1658.14 ms [2021-01-20 02:28:31 main:574] : INFO : Epoch 650 | loss: 0.0311668 | val_loss: 0.0311726 | Time: 1698.03 ms [2021-01-20 02:28:33 main:574] : INFO : Epoch 651 | loss: 0.0311686 | val_loss: 0.0311734 | Time: 1686.37 ms [2021-01-20 02:28:35 main:574] : INFO : Epoch 652 | loss: 0.0311671 | val_loss: 0.0311708 | Time: 1711.17 ms [2021-01-20 02:28:37 main:574] : INFO : Epoch 653 | loss: 0.0311655 | val_loss: 0.0311715 | Time: 1706.25 ms [2021-01-20 02:28:38 main:574] : INFO : Epoch 654 | loss: 0.0311661 | val_loss: 0.0311725 | Time: 1694.74 ms [2021-01-20 02:28:40 main:574] : INFO : Epoch 655 | loss: 0.0311676 | val_loss: 0.0311722 | Time: 1675.11 ms [2021-01-20 02:28:42 main:574] : INFO : Epoch 656 | loss: 0.0311659 | val_loss: 0.0311705 | Time: 1707.95 ms [2021-01-20 02:28:44 main:574] : INFO : Epoch 657 | loss: 0.0311661 | val_loss: 0.0311707 | Time: 1734.31 ms [2021-01-20 02:28:46 main:574] : INFO : Epoch 658 | loss: 0.0311657 | val_loss: 0.031173 | Time: 1775.58 ms [2021-01-20 02:28:47 main:574] : INFO : Epoch 659 | loss: 0.0311661 | val_loss: 0.03117 | Time: 1732.24 ms [2021-01-20 02:28:49 main:574] : INFO : Epoch 660 | loss: 0.0311656 | val_loss: 0.0311722 | Time: 1683.7 ms [2021-01-20 02:28:51 main:574] : INFO : Epoch 661 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 1671.45 ms [2021-01-20 02:28:53 main:574] : INFO : Epoch 662 | loss: 0.0311657 | val_loss: 0.0311698 | Time: 1699.01 ms [2021-01-20 02:28:54 main:574] : INFO : Epoch 663 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 1740.76 ms [2021-01-20 02:28:56 main:574] : INFO : Epoch 664 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 1690.92 ms [2021-01-20 02:28:58 main:574] : INFO : Epoch 665 | loss: 0.031167 | val_loss: 0.0311695 | Time: 1713.11 ms [2021-01-20 02:29:00 main:574] : INFO : Epoch 666 | loss: 0.0311675 | val_loss: 0.0311717 | Time: 1689.21 ms [2021-01-20 02:29:01 main:574] : INFO : Epoch 667 | loss: 0.0311674 | val_loss: 0.031171 | Time: 1697.47 ms [2021-01-20 02:29:03 main:574] : INFO : Epoch 668 | loss: 0.0311675 | val_loss: 0.0311789 | Time: 1678.99 ms [2021-01-20 02:29:05 main:574] : INFO : Epoch 669 | loss: 0.0311709 | val_loss: 0.0311733 | Time: 1711.36 ms [2021-01-20 02:29:06 main:574] : INFO : Epoch 670 | loss: 0.0311683 | val_loss: 0.0311746 | Time: 1712.14 ms [2021-01-20 02:29:08 main:574] : INFO : Epoch 671 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 1674.51 ms [2021-01-20 02:29:10 main:574] : INFO : Epoch 672 | loss: 0.0311667 | val_loss: 0.0311754 | Time: 1662.72 ms [2021-01-20 02:29:12 main:574] : INFO : Epoch 673 | loss: 0.031167 | val_loss: 0.031174 | Time: 1783.1 ms [2021-01-20 02:29:14 main:574] : INFO : Epoch 674 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 1680.53 ms [2021-01-20 02:29:15 main:574] : INFO : Epoch 675 | loss: 0.0311689 | val_loss: 0.0311733 | Time: 1749.19 ms [2021-01-20 02:29:17 main:574] : INFO : Epoch 676 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 1929.62 ms [2021-01-20 02:29:19 main:574] : INFO : Epoch 677 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 1710.53 ms [2021-01-20 02:29:21 main:574] : INFO : Epoch 678 | loss: 0.0311664 | val_loss: 0.0311737 | Time: 1729.03 ms [2021-01-20 02:29:23 main:574] : INFO : Epoch 679 | loss: 0.0311664 | val_loss: 0.0311801 | Time: 1820.08 ms [2021-01-20 02:29:24 main:574] : INFO : Epoch 680 | loss: 0.0311718 | val_loss: 0.0311747 | Time: 1692.52 ms [2021-01-20 02:29:26 main:574] : INFO : Epoch 681 | loss: 0.0311697 | val_loss: 0.0311725 | Time: 1702.96 ms [2021-01-20 02:29:28 main:574] : INFO : Epoch 682 | loss: 0.031168 | val_loss: 0.0311739 | Time: 1712.25 ms [2021-01-20 02:29:30 main:574] : INFO : Epoch 683 | loss: 0.0311681 | val_loss: 0.0311771 | Time: 1666.87 ms [2021-01-20 02:29:31 main:574] : INFO : Epoch 684 | loss: 0.0311681 | val_loss: 0.0311762 | Time: 1734.33 ms [2021-01-20 02:29:33 main:574] : INFO : Epoch 685 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 1719.05 ms [2021-01-20 02:29:35 main:574] : INFO : Epoch 686 | loss: 0.0311666 | val_loss: 0.0311732 | Time: 1709.62 ms [2021-01-20 02:29:37 main:574] : INFO : Epoch 687 | loss: 0.0311668 | val_loss: 0.0311746 | Time: 1719.86 ms [2021-01-20 02:29:39 main:574] : INFO : Epoch 688 | loss: 0.0311666 | val_loss: 0.0311732 | Time: 1692.84 ms [2021-01-20 02:29:40 main:574] : INFO : Epoch 689 | loss: 0.0311662 | val_loss: 0.0311731 | Time: 1689.66 ms [2021-01-20 02:29:42 main:574] : INFO : Epoch 690 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 1732.03 ms [2021-01-20 02:29:44 main:574] : INFO : Epoch 691 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 1717.87 ms [2021-01-20 02:29:46 main:574] : INFO : Epoch 692 | loss: 0.0311678 | val_loss: 0.0311738 | Time: 1707 ms [2021-01-20 02:29:47 main:574] : INFO : Epoch 693 | loss: 0.0311679 | val_loss: 0.031173 | Time: 1717.33 ms [2021-01-20 02:29:49 main:574] : INFO : Epoch 694 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 1678.21 ms [2021-01-20 02:29:51 main:574] : INFO : Epoch 695 | loss: 0.031168 | val_loss: 0.0311728 | Time: 1657.51 ms [2021-01-20 02:29:52 main:574] : INFO : Epoch 696 | loss: 0.0311683 | val_loss: 0.0311738 | Time: 1693.17 ms [2021-01-20 02:29:54 main:574] : INFO : Epoch 697 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 1664.28 ms [2021-01-20 02:29:56 main:574] : INFO : Epoch 698 | loss: 0.0311679 | val_loss: 0.0311709 | Time: 1718.62 ms [2021-01-20 02:29:58 main:574] : INFO : Epoch 699 | loss: 0.031169 | val_loss: 0.0311795 | Time: 1676.39 ms [2021-01-20 02:29:59 main:574] : INFO : Epoch 700 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 1686.71 ms [2021-01-20 02:30:01 main:574] : INFO : Epoch 701 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 1672.02 ms [2021-01-20 02:30:03 main:574] : INFO : Epoch 702 | loss: 0.031168 | val_loss: 0.0311729 | Time: 1696.01 ms [2021-01-20 02:30:05 main:574] : INFO : Epoch 703 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 1719.74 ms [2021-01-20 02:30:06 main:574] : INFO : Epoch 704 | loss: 0.0311677 | val_loss: 0.0311716 | Time: 1710.65 ms [2021-01-20 02:30:08 main:574] : INFO : Epoch 705 | loss: 0.0311674 | val_loss: 0.0311709 | Time: 1716.67 ms [2021-01-20 02:30:10 main:574] : INFO : Epoch 706 | loss: 0.031167 | val_loss: 0.0311715 | Time: 1666.56 ms [2021-01-20 02:30:12 main:574] : INFO : Epoch 707 | loss: 0.0311663 | val_loss: 0.0311706 | Time: 1720.17 ms [2021-01-20 02:30:13 main:574] : INFO : Epoch 708 | loss: 0.0311684 | val_loss: 0.0311719 | Time: 1726.96 ms [2021-01-20 02:30:15 main:574] : INFO : Epoch 709 | loss: 0.0311679 | val_loss: 0.0311705 | Time: 1782.12 ms [2021-01-20 02:30:17 main:574] : INFO : Epoch 710 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 1673.43 ms [2021-01-20 02:30:19 main:574] : INFO : Epoch 711 | loss: 0.031166 | val_loss: 0.0311726 | Time: 1764.86 ms [2021-01-20 02:30:20 main:574] : INFO : Epoch 712 | loss: 0.0311656 | val_loss: 0.0311702 | Time: 1680.52 ms [2021-01-20 02:30:22 main:574] : INFO : Epoch 713 | loss: 0.0311678 | val_loss: 0.0311725 | Time: 1690.53 ms [2021-01-20 02:30:24 main:574] : INFO : Epoch 714 | loss: 0.0311695 | val_loss: 0.0311722 | Time: 1687.93 ms [2021-01-20 02:30:26 main:574] : INFO : Epoch 715 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 1683.76 ms [2021-01-20 02:30:27 main:574] : INFO : Epoch 716 | loss: 0.0311667 | val_loss: 0.0311697 | Time: 1709.31 ms [2021-01-20 02:30:29 main:574] : INFO : Epoch 717 | loss: 0.0311647 | val_loss: 0.0311706 | Time: 1694.23 ms [2021-01-20 02:30:31 main:574] : INFO : Epoch 718 | loss: 0.0311662 | val_loss: 0.031173 | Time: 1663.81 ms [2021-01-20 02:30:33 main:574] : INFO : Epoch 719 | loss: 0.0311662 | val_loss: 0.0311752 | Time: 1711.87 ms [2021-01-20 02:30:34 main:574] : INFO : Epoch 720 | loss: 0.0311659 | val_loss: 0.0311691 | Time: 1706.73 ms [2021-01-20 02:30:36 main:574] : INFO : Epoch 721 | loss: 0.0311644 | val_loss: 0.031171 | Time: 1703.12 ms [2021-01-20 02:30:38 main:574] : INFO : Epoch 722 | loss: 0.0311647 | val_loss: 0.0311694 | Time: 1695.5 ms [2021-01-20 02:30:40 main:574] : INFO : Epoch 723 | loss: 0.0311653 | val_loss: 0.0311695 | Time: 1687.46 ms [2021-01-20 02:30:41 main:574] : INFO : Epoch 724 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 1663.14 ms [2021-01-20 02:30:43 main:574] : INFO : Epoch 725 | loss: 0.031165 | val_loss: 0.0311692 | Time: 1698.28 ms [2021-01-20 02:30:45 main:574] : INFO : Epoch 726 | loss: 0.0311643 | val_loss: 0.0311697 | Time: 1705.78 ms [2021-01-20 02:30:47 main:574] : INFO : Epoch 727 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 1710.86 ms [2021-01-20 02:30:48 main:574] : INFO : Epoch 728 | loss: 0.0311644 | val_loss: 0.0311693 | Time: 1696.33 ms [2021-01-20 02:30:50 main:574] : INFO : Epoch 729 | loss: 0.0311638 | val_loss: 0.0311686 | Time: 1658.24 ms [2021-01-20 02:30:52 main:574] : INFO : Epoch 730 | loss: 0.0311646 | val_loss: 0.0311679 | Time: 1718.23 ms [2021-01-20 02:30:54 main:574] : INFO : Epoch 731 | loss: 0.0311655 | val_loss: 0.031169 | Time: 1719.58 ms [2021-01-20 02:30:55 main:574] : INFO : Epoch 732 | loss: 0.0311645 | val_loss: 0.0311692 | Time: 1708.19 ms [2021-01-20 02:30:57 main:574] : INFO : Epoch 733 | loss: 0.0311663 | val_loss: 0.0311683 | Time: 1745.41 ms [2021-01-20 02:30:59 main:574] : INFO : Epoch 734 | loss: 0.0311655 | val_loss: 0.031172 | Time: 1684.21 ms [2021-01-20 02:31:01 main:574] : INFO : Epoch 735 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 1677.58 ms [2021-01-20 02:31:02 main:574] : INFO : Epoch 736 | loss: 0.031169 | val_loss: 0.0311722 | Time: 1716.01 ms [2021-01-20 02:31:04 main:574] : INFO : Epoch 737 | loss: 0.0311676 | val_loss: 0.0311705 | Time: 1709.94 ms [2021-01-20 02:31:06 main:574] : INFO : Epoch 738 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 1700.23 ms [2021-01-20 02:31:08 main:574] : INFO : Epoch 739 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 1704.43 ms [2021-01-20 02:31:09 main:574] : INFO : Epoch 740 | loss: 0.0311657 | val_loss: 0.0311705 | Time: 1682.41 ms [2021-01-20 02:31:11 main:574] : INFO : Epoch 741 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 1683.12 ms [2021-01-20 02:31:13 main:574] : INFO : Epoch 742 | loss: 0.0311665 | val_loss: 0.0311692 | Time: 1702.31 ms [2021-01-20 02:31:15 main:574] : INFO : Epoch 743 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 1699.83 ms [2021-01-20 02:31:16 main:574] : INFO : Epoch 744 | loss: 0.0311668 | val_loss: 0.0311813 | Time: 1696.19 ms [2021-01-20 02:31:18 main:574] : INFO : Epoch 745 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 1714.27 ms [2021-01-20 02:31:20 main:574] : INFO : Epoch 746 | loss: 0.0311679 | val_loss: 0.0311718 | Time: 1662.96 ms [2021-01-20 02:31:21 main:574] : INFO : Epoch 747 | loss: 0.0311644 | val_loss: 0.0311699 | Time: 1670.55 ms [2021-01-20 02:31:23 main:574] : INFO : Epoch 748 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 1686.5 ms [2021-01-20 02:31:25 main:574] : INFO : Epoch 749 | loss: 0.0311634 | val_loss: 0.0311684 | Time: 1776.99 ms [2021-01-20 02:31:27 main:574] : INFO : Epoch 750 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 1742.5 ms [2021-01-20 02:31:29 main:574] : INFO : Epoch 751 | loss: 0.031164 | val_loss: 0.0311708 | Time: 1838.2 ms [2021-01-20 02:31:30 main:574] : INFO : Epoch 752 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 1685.43 ms [2021-01-20 02:31:32 main:574] : INFO : Epoch 753 | loss: 0.0311676 | val_loss: 0.0311699 | Time: 1720.74 ms [2021-01-20 02:31:34 main:574] : INFO : Epoch 754 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 1823.83 ms [2021-01-20 02:31:36 main:574] : INFO : Epoch 755 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 1739.51 ms [2021-01-20 02:31:38 main:574] : INFO : Epoch 756 | loss: 0.0311655 | val_loss: 0.031171 | Time: 1728.17 ms [2021-01-20 02:31:39 main:574] : INFO : Epoch 757 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 1676.65 ms [2021-01-20 02:31:41 main:574] : INFO : Epoch 758 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 1672.23 ms [2021-01-20 02:31:43 main:574] : INFO : Epoch 759 | loss: 0.0311643 | val_loss: 0.031168 | Time: 1694.33 ms [2021-01-20 02:31:45 main:574] : INFO : Epoch 760 | loss: 0.0311664 | val_loss: 0.0311746 | Time: 1696.35 ms [2021-01-20 02:31:46 main:574] : INFO : Epoch 761 | loss: 0.0311676 | val_loss: 0.0311713 | Time: 1670.67 ms [2021-01-20 02:31:48 main:574] : INFO : Epoch 762 | loss: 0.0311682 | val_loss: 0.0311705 | Time: 1708.64 ms [2021-01-20 02:31:50 main:574] : INFO : Epoch 763 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 1661.83 ms [2021-01-20 02:31:51 main:574] : INFO : Epoch 764 | loss: 0.031168 | val_loss: 0.0311706 | Time: 1701.45 ms [2021-01-20 02:31:53 main:574] : INFO : Epoch 765 | loss: 0.0311662 | val_loss: 0.031172 | Time: 1692.13 ms [2021-01-20 02:31:55 main:574] : INFO : Epoch 766 | loss: 0.031166 | val_loss: 0.0311715 | Time: 1717.37 ms [2021-01-20 02:31:57 main:574] : INFO : Epoch 767 | loss: 0.0311661 | val_loss: 0.031173 | Time: 1699.49 ms [2021-01-20 02:31:58 main:574] : INFO : Epoch 768 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 1698.16 ms [2021-01-20 02:32:00 main:574] : INFO : Epoch 769 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 1669.3 ms [2021-01-20 02:32:02 main:574] : INFO : Epoch 770 | loss: 0.0311678 | val_loss: 0.0311717 | Time: 1727.47 ms [2021-01-20 02:32:04 main:574] : INFO : Epoch 771 | loss: 0.0311658 | val_loss: 0.0311701 | Time: 1701.24 ms [2021-01-20 02:32:05 main:574] : INFO : Epoch 772 | loss: 0.0311658 | val_loss: 0.0311713 | Time: 1695.95 ms [2021-01-20 02:32:07 main:574] : INFO : Epoch 773 | loss: 0.0311672 | val_loss: 0.0311737 | Time: 1761.33 ms [2021-01-20 02:32:09 main:574] : INFO : Epoch 774 | loss: 0.031166 | val_loss: 0.0311718 | Time: 1711.24 ms [2021-01-20 02:32:11 main:574] : INFO : Epoch 775 | loss: 0.0311665 | val_loss: 0.0311759 | Time: 1678.29 ms [2021-01-20 02:32:13 main:574] : INFO : Epoch 776 | loss: 0.0311658 | val_loss: 0.031171 | Time: 1722.72 ms [2021-01-20 02:32:14 main:574] : INFO : Epoch 777 | loss: 0.031166 | val_loss: 0.0311722 | Time: 1711.43 ms [2021-01-20 02:32:16 main:574] : INFO : Epoch 778 | loss: 0.0311666 | val_loss: 0.0311705 | Time: 1670.41 ms [2021-01-20 02:32:18 main:574] : INFO : Epoch 779 | loss: 0.031165 | val_loss: 0.0311766 | Time: 1698.3 ms [2021-01-20 02:32:19 main:574] : INFO : Epoch 780 | loss: 0.0311682 | val_loss: 0.0311735 | Time: 1678.92 ms [2021-01-20 02:32:21 main:574] : INFO : Epoch 781 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 1678.21 ms [2021-01-20 02:32:23 main:574] : INFO : Epoch 782 | loss: 0.0311647 | val_loss: 0.0311725 | Time: 1713.24 ms [2021-01-20 02:32:25 main:574] : INFO : Epoch 783 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 1723.15 ms [2021-01-20 02:32:26 main:574] : INFO : Epoch 784 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 1725.78 ms [2021-01-20 02:32:28 main:574] : INFO : Epoch 785 | loss: 0.0311678 | val_loss: 0.0311738 | Time: 1705.25 ms [2021-01-20 02:32:30 main:574] : INFO : Epoch 786 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 1680.87 ms [2021-01-20 02:32:32 main:574] : INFO : Epoch 787 | loss: 0.0311671 | val_loss: 0.0311705 | Time: 1736.37 ms [2021-01-20 02:32:33 main:574] : INFO : Epoch 788 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 1689.52 ms [2021-01-20 02:32:35 main:574] : INFO : Epoch 789 | loss: 0.0311671 | val_loss: 0.031171 | Time: 1701.52 ms [2021-01-20 02:32:37 main:574] : INFO : Epoch 790 | loss: 0.0311674 | val_loss: 0.0311708 | Time: 1680.25 ms [2021-01-20 02:32:39 main:574] : INFO : Epoch 791 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 1717.52 ms [2021-01-20 02:32:40 main:574] : INFO : Epoch 792 | loss: 0.0311669 | val_loss: 0.0311719 | Time: 1672.95 ms [2021-01-20 02:32:42 main:574] : INFO : Epoch 793 | loss: 0.0311667 | val_loss: 0.0311707 | Time: 1705.32 ms [2021-01-20 02:32:44 main:574] : INFO : Epoch 794 | loss: 0.0311676 | val_loss: 0.0311749 | Time: 1705.75 ms [2021-01-20 02:32:46 main:574] : INFO : Epoch 795 | loss: 0.0311701 | val_loss: 0.0311694 | Time: 1702.47 ms [2021-01-20 02:32:47 main:574] : INFO : Epoch 796 | loss: 0.0311662 | val_loss: 0.0311688 | Time: 1724.22 ms [2021-01-20 02:32:49 main:574] : INFO : Epoch 797 | loss: 0.031165 | val_loss: 0.0311698 | Time: 1703.91 ms [2021-01-20 02:32:51 main:574] : INFO : Epoch 798 | loss: 0.0311653 | val_loss: 0.0311687 | Time: 1682.71 ms [2021-01-20 02:32:53 main:574] : INFO : Epoch 799 | loss: 0.0311664 | val_loss: 0.0311688 | Time: 1704.84 ms [2021-01-20 02:32:54 main:574] : INFO : Epoch 800 | loss: 0.0311667 | val_loss: 0.0311687 | Time: 1707.89 ms [2021-01-20 02:32:56 main:574] : INFO : Epoch 801 | loss: 0.0311661 | val_loss: 0.0311696 | Time: 1694.38 ms [2021-01-20 02:32:58 main:574] : INFO : Epoch 802 | loss: 0.0311659 | val_loss: 0.0311701 | Time: 1727.72 ms [2021-01-20 02:33:00 main:574] : INFO : Epoch 803 | loss: 0.0311662 | val_loss: 0.0311721 | Time: 1658.18 ms [2021-01-20 02:33:01 main:574] : INFO : Epoch 804 | loss: 0.0311661 | val_loss: 0.0311703 | Time: 1713.44 ms [2021-01-20 02:33:03 main:574] : INFO : Epoch 805 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 1707.38 ms [2021-01-20 02:33:05 main:574] : INFO : Epoch 806 | loss: 0.0311648 | val_loss: 0.0311702 | Time: 1706.79 ms [2021-01-20 02:33:07 main:574] : INFO : Epoch 807 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 1695.59 ms [2021-01-20 02:33:08 main:574] : INFO : Epoch 808 | loss: 0.0311686 | val_loss: 0.0311808 | Time: 1679.21 ms [2021-01-20 02:33:10 main:574] : INFO : Epoch 809 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 1655.82 ms [2021-01-20 02:33:12 main:574] : INFO : Epoch 810 | loss: 0.031171 | val_loss: 0.0311803 | Time: 1719.87 ms [2021-01-20 02:33:14 main:574] : INFO : Epoch 811 | loss: 0.031169 | val_loss: 0.0311693 | Time: 1731.92 ms [2021-01-20 02:33:16 main:574] : INFO : Epoch 812 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 1677.21 ms [2021-01-20 02:33:17 main:574] : INFO : Epoch 813 | loss: 0.031164 | val_loss: 0.0311702 | Time: 1738.03 ms [2021-01-20 02:33:19 main:574] : INFO : Epoch 814 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 1690.21 ms [2021-01-20 02:33:21 main:574] : INFO : Epoch 815 | loss: 0.0311647 | val_loss: 0.0311699 | Time: 1652.81 ms [2021-01-20 02:33:22 main:574] : INFO : Epoch 816 | loss: 0.0311663 | val_loss: 0.0311861 | Time: 1708.69 ms [2021-01-20 02:33:24 main:574] : INFO : Epoch 817 | loss: 0.0311702 | val_loss: 0.031171 | Time: 1699.24 ms [2021-01-20 02:33:26 main:574] : INFO : Epoch 818 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 1698.93 ms [2021-01-20 02:33:28 main:574] : INFO : Epoch 819 | loss: 0.0311664 | val_loss: 0.0311706 | Time: 1731.28 ms [2021-01-20 02:33:30 main:574] : INFO : Epoch 820 | loss: 0.031164 | val_loss: 0.0311693 | Time: 1699.15 ms [2021-01-20 02:33:31 main:574] : INFO : Epoch 821 | loss: 0.0311641 | val_loss: 0.0311718 | Time: 1704.43 ms [2021-01-20 02:33:33 main:574] : INFO : Epoch 822 | loss: 0.0311648 | val_loss: 0.0311718 | Time: 1721.56 ms [2021-01-20 02:33:35 main:574] : INFO : Epoch 823 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 1703.95 ms [2021-01-20 02:33:37 main:574] : INFO : Epoch 824 | loss: 0.0311681 | val_loss: 0.0311712 | Time: 1705.09 ms [2021-01-20 02:33:38 main:574] : INFO : Epoch 825 | loss: 0.031169 | val_loss: 0.0311713 | Time: 1719.19 ms [2021-01-20 02:33:40 main:574] : INFO : Epoch 826 | loss: 0.0311666 | val_loss: 0.0311716 | Time: 1667.09 ms [2021-01-20 02:33:42 main:574] : INFO : Epoch 827 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 1715.58 ms [2021-01-20 02:33:44 main:574] : INFO : Epoch 828 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 1736.75 ms [2021-01-20 02:33:45 main:574] : INFO : Epoch 829 | loss: 0.0311663 | val_loss: 0.031174 | Time: 1714.79 ms [2021-01-20 02:33:47 main:574] : INFO : Epoch 830 | loss: 0.0311653 | val_loss: 0.0311733 | Time: 1705.49 ms [2021-01-20 02:33:49 main:574] : INFO : Epoch 831 | loss: 0.0311661 | val_loss: 0.0311737 | Time: 1742.79 ms [2021-01-20 02:33:51 main:574] : INFO : Epoch 832 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 1707.67 ms [2021-01-20 02:33:52 main:574] : INFO : Epoch 833 | loss: 0.0311657 | val_loss: 0.0311759 | Time: 1711.75 ms [2021-01-20 02:33:54 main:574] : INFO : Epoch 834 | loss: 0.0311654 | val_loss: 0.0311708 | Time: 1752.52 ms [2021-01-20 02:33:56 main:574] : INFO : Epoch 835 | loss: 0.0311647 | val_loss: 0.0311713 | Time: 1739.13 ms [2021-01-20 02:33:58 main:574] : INFO : Epoch 836 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 1711.35 ms [2021-01-20 02:33:59 main:574] : INFO : Epoch 837 | loss: 0.0311644 | val_loss: 0.0311731 | Time: 1673.54 ms [2021-01-20 02:34:01 main:574] : INFO : Epoch 838 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 1678.37 ms [2021-01-20 02:34:03 main:574] : INFO : Epoch 839 | loss: 0.0311679 | val_loss: 0.0311763 | Time: 1672.55 ms [2021-01-20 02:34:05 main:574] : INFO : Epoch 840 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 1719.58 ms [2021-01-20 02:34:06 main:574] : INFO : Epoch 841 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 1690.35 ms [2021-01-20 02:34:08 main:574] : INFO : Epoch 842 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 1687.51 ms [2021-01-20 02:34:10 main:574] : INFO : Epoch 843 | loss: 0.0311631 | val_loss: 0.0311732 | Time: 1672.25 ms [2021-01-20 02:34:12 main:574] : INFO : Epoch 844 | loss: 0.0311643 | val_loss: 0.0311733 | Time: 1746.1 ms [2021-01-20 02:34:13 main:574] : INFO : Epoch 845 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 1698.68 ms [2021-01-20 02:34:15 main:574] : INFO : Epoch 846 | loss: 0.0311684 | val_loss: 0.0311758 | Time: 1729.6 ms [2021-01-20 02:34:17 main:574] : INFO : Epoch 847 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 1747.35 ms [2021-01-20 02:34:19 main:574] : INFO : Epoch 848 | loss: 0.0311677 | val_loss: 0.031177 | Time: 1693.83 ms [2021-01-20 02:34:20 main:574] : INFO : Epoch 849 | loss: 0.0311674 | val_loss: 0.0311724 | Time: 1676.96 ms [2021-01-20 02:34:22 main:574] : INFO : Epoch 850 | loss: 0.0311674 | val_loss: 0.0311748 | Time: 1695.89 ms [2021-01-20 02:34:24 main:574] : INFO : Epoch 851 | loss: 0.0311682 | val_loss: 0.0311768 | Time: 1703.11 ms [2021-01-20 02:34:26 main:574] : INFO : Epoch 852 | loss: 0.0311785 | val_loss: 0.0311813 | Time: 1728.48 ms [2021-01-20 02:34:27 main:574] : INFO : Epoch 853 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 1694.43 ms [2021-01-20 02:34:29 main:574] : INFO : Epoch 854 | loss: 0.0311761 | val_loss: 0.0311802 | Time: 1705.1 ms [2021-01-20 02:34:31 main:574] : INFO : Epoch 855 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1656.47 ms [2021-01-20 02:34:33 main:574] : INFO : Epoch 856 | loss: 0.0311753 | val_loss: 0.031176 | Time: 1701.27 ms [2021-01-20 02:34:34 main:574] : INFO : Epoch 857 | loss: 0.0311739 | val_loss: 0.0311736 | Time: 1724.59 ms [2021-01-20 02:34:36 main:574] : INFO : Epoch 858 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 1699.62 ms [2021-01-20 02:34:38 main:574] : INFO : Epoch 859 | loss: 0.031175 | val_loss: 0.0311754 | Time: 1721.47 ms [2021-01-20 02:34:40 main:574] : INFO : Epoch 860 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 1663.99 ms [2021-01-20 02:34:41 main:574] : INFO : Epoch 861 | loss: 0.0311737 | val_loss: 0.0311768 | Time: 1670.41 ms [2021-01-20 02:34:43 main:574] : INFO : Epoch 862 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 1687.83 ms [2021-01-20 02:34:45 main:574] : INFO : Epoch 863 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 1709.32 ms [2021-01-20 02:34:46 main:574] : INFO : Epoch 864 | loss: 0.031171 | val_loss: 0.0311764 | Time: 1688.51 ms [2021-01-20 02:34:48 main:574] : INFO : Epoch 865 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 1697.02 ms [2021-01-20 02:34:50 main:574] : INFO : Epoch 866 | loss: 0.0311703 | val_loss: 0.031175 | Time: 1674.71 ms [2021-01-20 02:34:52 main:574] : INFO : Epoch 867 | loss: 0.0311699 | val_loss: 0.0311756 | Time: 1741.31 ms [2021-01-20 02:34:54 main:574] : INFO : Epoch 868 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 1682.49 ms [2021-01-20 02:34:55 main:574] : INFO : Epoch 869 | loss: 0.0311686 | val_loss: 0.0311756 | Time: 1683.02 ms [2021-01-20 02:34:57 main:574] : INFO : Epoch 870 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 1701.86 ms [2021-01-20 02:34:59 main:574] : INFO : Epoch 871 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 1696.23 ms [2021-01-20 02:35:00 main:574] : INFO : Epoch 872 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 1655.32 ms [2021-01-20 02:35:02 main:574] : INFO : Epoch 873 | loss: 0.0311694 | val_loss: 0.0311741 | Time: 1716.74 ms [2021-01-20 02:35:04 main:574] : INFO : Epoch 874 | loss: 0.0311701 | val_loss: 0.0311733 | Time: 1731.93 ms [2021-01-20 02:35:06 main:574] : INFO : Epoch 875 | loss: 0.0311707 | val_loss: 0.0311731 | Time: 1696.43 ms [2021-01-20 02:35:08 main:574] : INFO : Epoch 876 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 1694.38 ms [2021-01-20 02:35:09 main:574] : INFO : Epoch 877 | loss: 0.0311654 | val_loss: 0.031172 | Time: 1686.57 ms [2021-01-20 02:35:11 main:574] : INFO : Epoch 878 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 1692.87 ms [2021-01-20 02:35:13 main:574] : INFO : Epoch 879 | loss: 0.0311648 | val_loss: 0.0311757 | Time: 1685.27 ms [2021-01-20 02:35:14 main:574] : INFO : Epoch 880 | loss: 0.0311653 | val_loss: 0.0311704 | Time: 1722.57 ms [2021-01-20 02:35:16 main:574] : INFO : Epoch 881 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 1697.71 ms [2021-01-20 02:35:18 main:574] : INFO : Epoch 882 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 1720.21 ms [2021-01-20 02:35:20 main:574] : INFO : Epoch 883 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 1716.81 ms [2021-01-20 02:35:21 main:574] : INFO : Epoch 884 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 1688.95 ms [2021-01-20 02:35:23 main:574] : INFO : Epoch 885 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 1695.69 ms [2021-01-20 02:35:25 main:574] : INFO : Epoch 886 | loss: 0.0311653 | val_loss: 0.031173 | Time: 1732.08 ms [2021-01-20 02:35:27 main:574] : INFO : Epoch 887 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 1684.74 ms [2021-01-20 02:35:28 main:574] : INFO : Epoch 888 | loss: 0.0311671 | val_loss: 0.0311729 | Time: 1726.7 ms [2021-01-20 02:35:30 main:574] : INFO : Epoch 889 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 1675.99 ms [2021-01-20 02:35:32 main:574] : INFO : Epoch 890 | loss: 0.0311636 | val_loss: 0.031171 | Time: 1708.12 ms [2021-01-20 02:35:34 main:574] : INFO : Epoch 891 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 1712.91 ms [2021-01-20 02:35:35 main:574] : INFO : Epoch 892 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1726.7 ms [2021-01-20 02:35:37 main:574] : INFO : Epoch 893 | loss: 0.03117 | val_loss: 0.0311775 | Time: 1740.93 ms [2021-01-20 02:35:39 main:574] : INFO : Epoch 894 | loss: 0.0311697 | val_loss: 0.031177 | Time: 1728.19 ms [2021-01-20 02:35:41 main:574] : INFO : Epoch 895 | loss: 0.0311679 | val_loss: 0.0311745 | Time: 1676.04 ms [2021-01-20 02:35:43 main:574] : INFO : Epoch 896 | loss: 0.031166 | val_loss: 0.0311736 | Time: 1714.9 ms [2021-01-20 02:35:44 main:574] : INFO : Epoch 897 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 1695.96 ms [2021-01-20 02:35:46 main:574] : INFO : Epoch 898 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 1700.46 ms [2021-01-20 02:35:48 main:574] : INFO : Epoch 899 | loss: 0.0311658 | val_loss: 0.0311768 | Time: 1696.66 ms [2021-01-20 02:35:50 main:574] : INFO : Epoch 900 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 1662.46 ms [2021-01-20 02:35:51 main:574] : INFO : Epoch 901 | loss: 0.0311658 | val_loss: 0.031173 | Time: 1692.98 ms [2021-01-20 02:35:53 main:574] : INFO : Epoch 902 | loss: 0.031166 | val_loss: 0.0311732 | Time: 1687.02 ms [2021-01-20 02:35:55 main:574] : INFO : Epoch 903 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 1733.72 ms [2021-01-20 02:35:56 main:574] : INFO : Epoch 904 | loss: 0.0311673 | val_loss: 0.0311775 | Time: 1693.08 ms [2021-01-20 02:35:58 main:574] : INFO : Epoch 905 | loss: 0.031172 | val_loss: 0.0311792 | Time: 1695.62 ms [2021-01-20 02:36:00 main:574] : INFO : Epoch 906 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 1649.7 ms [2021-01-20 02:36:02 main:574] : INFO : Epoch 907 | loss: 0.0311705 | val_loss: 0.0311752 | Time: 1726.16 ms [2021-01-20 02:36:03 main:574] : INFO : Epoch 908 | loss: 0.0311689 | val_loss: 0.0311742 | Time: 1728.87 ms [2021-01-20 02:36:05 main:574] : INFO : Epoch 909 | loss: 0.031168 | val_loss: 0.0311761 | Time: 1687.01 ms [2021-01-20 02:36:07 main:574] : INFO : Epoch 910 | loss: 0.0311672 | val_loss: 0.031176 | Time: 1729.18 ms [2021-01-20 02:36:09 main:574] : INFO : Epoch 911 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 1694.07 ms [2021-01-20 02:36:10 main:574] : INFO : Epoch 912 | loss: 0.0311675 | val_loss: 0.031174 | Time: 1679.62 ms [2021-01-20 02:36:12 main:574] : INFO : Epoch 913 | loss: 0.031167 | val_loss: 0.0311726 | Time: 1724.38 ms [2021-01-20 02:36:14 main:574] : INFO : Epoch 914 | loss: 0.0311682 | val_loss: 0.0311753 | Time: 1690.42 ms [2021-01-20 02:36:16 main:574] : INFO : Epoch 915 | loss: 0.0311681 | val_loss: 0.0311736 | Time: 1709.32 ms [2021-01-20 02:36:17 main:574] : INFO : Epoch 916 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 1690.88 ms [2021-01-20 02:36:19 main:574] : INFO : Epoch 917 | loss: 0.0311661 | val_loss: 0.0311733 | Time: 1673.48 ms [2021-01-20 02:36:21 main:574] : INFO : Epoch 918 | loss: 0.0311657 | val_loss: 0.0311727 | Time: 1676.26 ms [2021-01-20 02:36:23 main:574] : INFO : Epoch 919 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 1708.59 ms [2021-01-20 02:36:24 main:574] : INFO : Epoch 920 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 1686.42 ms [2021-01-20 02:36:26 main:574] : INFO : Epoch 921 | loss: 0.0311688 | val_loss: 0.0311716 | Time: 1732.41 ms [2021-01-20 02:36:28 main:574] : INFO : Epoch 922 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 1728.83 ms [2021-01-20 02:36:30 main:574] : INFO : Epoch 923 | loss: 0.031167 | val_loss: 0.0311727 | Time: 1655.06 ms [2021-01-20 02:36:31 main:574] : INFO : Epoch 924 | loss: 0.0311655 | val_loss: 0.0311693 | Time: 1697.33 ms [2021-01-20 02:36:33 main:574] : INFO : Epoch 925 | loss: 0.0311648 | val_loss: 0.0311699 | Time: 1711.41 ms [2021-01-20 02:36:35 main:574] : INFO : Epoch 926 | loss: 0.0311654 | val_loss: 0.0311747 | Time: 1690.3 ms [2021-01-20 02:36:37 main:574] : INFO : Epoch 927 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 1714.71 ms [2021-01-20 02:36:38 main:574] : INFO : Epoch 928 | loss: 0.0311723 | val_loss: 0.0311712 | Time: 1716.92 ms [2021-01-20 02:36:40 main:574] : INFO : Epoch 929 | loss: 0.0311662 | val_loss: 0.0311743 | Time: 1650.27 ms [2021-01-20 02:36:42 main:574] : INFO : Epoch 930 | loss: 0.0311649 | val_loss: 0.0311705 | Time: 1706.03 ms [2021-01-20 02:36:44 main:574] : INFO : Epoch 931 | loss: 0.0311637 | val_loss: 0.0311686 | Time: 1739.96 ms [2021-01-20 02:36:45 main:574] : INFO : Epoch 932 | loss: 0.0311638 | val_loss: 0.0311681 | Time: 1692.07 ms [2021-01-20 02:36:47 main:574] : INFO : Epoch 933 | loss: 0.0311636 | val_loss: 0.0311685 | Time: 1706.43 ms [2021-01-20 02:36:49 main:574] : INFO : Epoch 934 | loss: 0.0311636 | val_loss: 0.0311686 | Time: 1740.28 ms [2021-01-20 02:36:51 main:574] : INFO : Epoch 935 | loss: 0.0311638 | val_loss: 0.0311684 | Time: 1659.36 ms [2021-01-20 02:36:52 main:574] : INFO : Epoch 936 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 1701.2 ms [2021-01-20 02:36:54 main:574] : INFO : Epoch 937 | loss: 0.0311636 | val_loss: 0.031172 | Time: 1725.89 ms [2021-01-20 02:36:56 main:574] : INFO : Epoch 938 | loss: 0.0311635 | val_loss: 0.0311686 | Time: 1768.34 ms [2021-01-20 02:36:58 main:574] : INFO : Epoch 939 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1673.52 ms [2021-01-20 02:36:59 main:574] : INFO : Epoch 940 | loss: 0.0311644 | val_loss: 0.031169 | Time: 1654.19 ms [2021-01-20 02:37:01 main:574] : INFO : Epoch 941 | loss: 0.0311629 | val_loss: 0.0311688 | Time: 1694.8 ms [2021-01-20 02:37:03 main:574] : INFO : Epoch 942 | loss: 0.0311631 | val_loss: 0.0311688 | Time: 1733.31 ms [2021-01-20 02:37:05 main:574] : INFO : Epoch 943 | loss: 0.0311637 | val_loss: 0.03117 | Time: 1819.74 ms [2021-01-20 02:37:07 main:574] : INFO : Epoch 944 | loss: 0.0311634 | val_loss: 0.0311731 | Time: 1783.95 ms [2021-01-20 02:37:08 main:574] : INFO : Epoch 945 | loss: 0.0311638 | val_loss: 0.0311723 | Time: 1710.66 ms [2021-01-20 02:37:10 main:574] : INFO : Epoch 946 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 1660.84 ms [2021-01-20 02:37:12 main:574] : INFO : Epoch 947 | loss: 0.0311626 | val_loss: 0.0311743 | Time: 1731.15 ms [2021-01-20 02:37:14 main:574] : INFO : Epoch 948 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 1698.4 ms [2021-01-20 02:37:15 main:574] : INFO : Epoch 949 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 1706.63 ms [2021-01-20 02:37:17 main:574] : INFO : Epoch 950 | loss: 0.0311634 | val_loss: 0.0311689 | Time: 1708.29 ms [2021-01-20 02:37:19 main:574] : INFO : Epoch 951 | loss: 0.0311626 | val_loss: 0.0311683 | Time: 1720.87 ms [2021-01-20 02:37:21 main:574] : INFO : Epoch 952 | loss: 0.0311629 | val_loss: 0.0311682 | Time: 1665.01 ms [2021-01-20 02:37:22 main:574] : INFO : Epoch 953 | loss: 0.0311628 | val_loss: 0.0311683 | Time: 1701.15 ms [2021-01-20 02:37:24 main:574] : INFO : Epoch 954 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 1731.59 ms [2021-01-20 02:37:26 main:574] : INFO : Epoch 955 | loss: 0.0311642 | val_loss: 0.0311713 | Time: 1732.47 ms [2021-01-20 02:37:28 main:574] : INFO : Epoch 956 | loss: 0.0311618 | val_loss: 0.0311691 | Time: 1702.39 ms [2021-01-20 02:37:29 main:574] : INFO : Epoch 957 | loss: 0.0311615 | val_loss: 0.0311689 | Time: 1682.43 ms [2021-01-20 02:37:31 main:574] : INFO : Epoch 958 | loss: 0.0311621 | val_loss: 0.0311697 | Time: 1717.74 ms [2021-01-20 02:37:33 main:574] : INFO : Epoch 959 | loss: 0.031162 | val_loss: 0.0311703 | Time: 1711.98 ms [2021-01-20 02:37:35 main:574] : INFO : Epoch 960 | loss: 0.0311619 | val_loss: 0.0311697 | Time: 1730.8 ms [2021-01-20 02:37:36 main:574] : INFO : Epoch 961 | loss: 0.0311623 | val_loss: 0.0311707 | Time: 1718.49 ms [2021-01-20 02:37:38 main:574] : INFO : Epoch 962 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 1714.51 ms [2021-01-20 02:37:40 main:574] : INFO : Epoch 963 | loss: 0.0311619 | val_loss: 0.0311689 | Time: 1670.54 ms [2021-01-20 02:37:42 main:574] : INFO : Epoch 964 | loss: 0.031162 | val_loss: 0.0311686 | Time: 1745.19 ms [2021-01-20 02:37:43 main:574] : INFO : Epoch 965 | loss: 0.0311611 | val_loss: 0.03117 | Time: 1680.26 ms [2021-01-20 02:37:45 main:574] : INFO : Epoch 966 | loss: 0.0311616 | val_loss: 0.0311705 | Time: 1696.28 ms [2021-01-20 02:37:47 main:574] : INFO : Epoch 967 | loss: 0.0311641 | val_loss: 0.0311716 | Time: 1727.32 ms [2021-01-20 02:37:49 main:574] : INFO : Epoch 968 | loss: 0.0311625 | val_loss: 0.0311687 | Time: 1705.34 ms [2021-01-20 02:37:50 main:574] : INFO : Epoch 969 | loss: 0.0311624 | val_loss: 0.031169 | Time: 1699.26 ms [2021-01-20 02:37:52 main:574] : INFO : Epoch 970 | loss: 0.0311609 | val_loss: 0.0311692 | Time: 1681.81 ms [2021-01-20 02:37:54 main:574] : INFO : Epoch 971 | loss: 0.0311624 | val_loss: 0.0311697 | Time: 1718.76 ms [2021-01-20 02:37:56 main:574] : INFO : Epoch 972 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 1686.84 ms [2021-01-20 02:37:57 main:574] : INFO : Epoch 973 | loss: 0.031164 | val_loss: 0.0311683 | Time: 1711.67 ms [2021-01-20 02:37:59 main:574] : INFO : Epoch 974 | loss: 0.0311649 | val_loss: 0.0311691 | Time: 1683.34 ms [2021-01-20 02:38:01 main:574] : INFO : Epoch 975 | loss: 0.0311672 | val_loss: 0.0311682 | Time: 1663.48 ms [2021-01-20 02:38:03 main:574] : INFO : Epoch 976 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 1729.97 ms [2021-01-20 02:38:04 main:574] : INFO : Epoch 977 | loss: 0.0311643 | val_loss: 0.0311672 | Time: 1713.26 ms [2021-01-20 02:38:06 main:574] : INFO : Epoch 978 | loss: 0.0311636 | val_loss: 0.0311683 | Time: 1745.41 ms [2021-01-20 02:38:08 main:574] : INFO : Epoch 979 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 1702.45 ms [2021-01-20 02:38:10 main:574] : INFO : Epoch 980 | loss: 0.0311622 | val_loss: 0.0311682 | Time: 1671.24 ms [2021-01-20 02:38:11 main:574] : INFO : Epoch 981 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 1693.27 ms [2021-01-20 02:38:13 main:574] : INFO : Epoch 982 | loss: 0.0311612 | val_loss: 0.0311677 | Time: 1698.92 ms [2021-01-20 02:38:15 main:574] : INFO : Epoch 983 | loss: 0.0311612 | val_loss: 0.0311684 | Time: 1720.64 ms [2021-01-20 02:38:17 main:574] : INFO : Epoch 984 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 1710.07 ms [2021-01-20 02:38:18 main:574] : INFO : Epoch 985 | loss: 0.0311615 | val_loss: 0.0311677 | Time: 1705.04 ms [2021-01-20 02:38:20 main:574] : INFO : Epoch 986 | loss: 0.0311611 | val_loss: 0.0311683 | Time: 1651.18 ms [2021-01-20 02:38:22 main:574] : INFO : Epoch 987 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 1708.41 ms [2021-01-20 02:38:24 main:574] : INFO : Epoch 988 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 1697.9 ms [2021-01-20 02:38:25 main:574] : INFO : Epoch 989 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 1688.01 ms [2021-01-20 02:38:27 main:574] : INFO : Epoch 990 | loss: 0.0311622 | val_loss: 0.0311688 | Time: 1698.62 ms [2021-01-20 02:38:29 main:574] : INFO : Epoch 991 | loss: 0.0311631 | val_loss: 0.0311701 | Time: 1696.66 ms [2021-01-20 02:38:31 main:574] : INFO : Epoch 992 | loss: 0.0311641 | val_loss: 0.03117 | Time: 1658.84 ms [2021-01-20 02:38:32 main:574] : INFO : Epoch 993 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 1719.77 ms [2021-01-20 02:38:34 main:574] : INFO : Epoch 994 | loss: 0.0311641 | val_loss: 0.031172 | Time: 1708.25 ms [2021-01-20 02:38:36 main:574] : INFO : Epoch 995 | loss: 0.0311646 | val_loss: 0.0311694 | Time: 1719.42 ms [2021-01-20 02:38:38 main:574] : INFO : Epoch 996 | loss: 0.0311673 | val_loss: 0.0311702 | Time: 1748.92 ms [2021-01-20 02:38:39 main:574] : INFO : Epoch 997 | loss: 0.0311673 | val_loss: 0.0311708 | Time: 1679.11 ms [2021-01-20 02:38:41 main:574] : INFO : Epoch 998 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 1725.95 ms [2021-01-20 02:38:43 main:574] : INFO : Epoch 999 | loss: 0.031169 | val_loss: 0.0311808 | Time: 1715.9 ms [2021-01-20 02:38:45 main:574] : INFO : Epoch 1000 | loss: 0.0311776 | val_loss: 0.03118 | Time: 1722.48 ms [2021-01-20 02:38:46 main:574] : INFO : Epoch 1001 | loss: 0.0311729 | val_loss: 0.031204 | Time: 1712.04 ms [2021-01-20 02:38:48 main:574] : INFO : Epoch 1002 | loss: 0.0311768 | val_loss: 0.0311713 | Time: 1727.6 ms [2021-01-20 02:38:50 main:574] : INFO : Epoch 1003 | loss: 0.0311684 | val_loss: 0.0311713 | Time: 1657.29 ms [2021-01-20 02:38:52 main:574] : INFO : Epoch 1004 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 1685.78 ms [2021-01-20 02:38:53 main:574] : INFO : Epoch 1005 | loss: 0.0311634 | val_loss: 0.0311679 | Time: 1708.19 ms [2021-01-20 02:38:55 main:574] : INFO : Epoch 1006 | loss: 0.0311634 | val_loss: 0.0311681 | Time: 1750.63 ms [2021-01-20 02:38:57 main:574] : INFO : Epoch 1007 | loss: 0.0311627 | val_loss: 0.0311677 | Time: 1731.79 ms [2021-01-20 02:38:59 main:574] : INFO : Epoch 1008 | loss: 0.0311628 | val_loss: 0.0311678 | Time: 1774.94 ms [2021-01-20 02:39:00 main:574] : INFO : Epoch 1009 | loss: 0.0311626 | val_loss: 0.0311665 | Time: 1694.28 ms [2021-01-20 02:39:02 main:574] : INFO : Epoch 1010 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 1786.47 ms [2021-01-20 02:39:04 main:574] : INFO : Epoch 1011 | loss: 0.0311611 | val_loss: 0.0311674 | Time: 1729.78 ms [2021-01-20 02:39:06 main:574] : INFO : Epoch 1012 | loss: 0.0311617 | val_loss: 0.0311692 | Time: 1763.94 ms [2021-01-20 02:39:08 main:574] : INFO : Epoch 1013 | loss: 0.0311618 | val_loss: 0.0311692 | Time: 1698.49 ms [2021-01-20 02:39:09 main:574] : INFO : Epoch 1014 | loss: 0.0311618 | val_loss: 0.0311666 | Time: 1691.08 ms [2021-01-20 02:39:11 main:574] : INFO : Epoch 1015 | loss: 0.031161 | val_loss: 0.031169 | Time: 1678.19 ms [2021-01-20 02:39:13 main:574] : INFO : Epoch 1016 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 1708.91 ms [2021-01-20 02:39:15 main:574] : INFO : Epoch 1017 | loss: 0.0311606 | val_loss: 0.0311688 | Time: 1713.12 ms [2021-01-20 02:39:16 main:574] : INFO : Epoch 1018 | loss: 0.0311603 | val_loss: 0.0311674 | Time: 1724.11 ms [2021-01-20 02:39:18 main:574] : INFO : Epoch 1019 | loss: 0.0311603 | val_loss: 0.031167 | Time: 1673.08 ms [2021-01-20 02:39:20 main:574] : INFO : Epoch 1020 | loss: 0.031161 | val_loss: 0.0311693 | Time: 1666.07 ms [2021-01-20 02:39:22 main:574] : INFO : Epoch 1021 | loss: 0.0311609 | val_loss: 0.031168 | Time: 1674.87 ms [2021-01-20 02:39:23 main:574] : INFO : Epoch 1022 | loss: 0.031161 | val_loss: 0.0311722 | Time: 1709.98 ms [2021-01-20 02:39:25 main:574] : INFO : Epoch 1023 | loss: 0.03116 | val_loss: 0.0311669 | Time: 1758.53 ms [2021-01-20 02:39:27 main:574] : INFO : Epoch 1024 | loss: 0.0311589 | val_loss: 0.0311669 | Time: 1728.44 ms [2021-01-20 02:39:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311669 [2021-01-20 02:39:27 main:603] : INFO : Saving end state to config to file [2021-01-20 02:39:27 main:608] : INFO : Success, exiting.. 02:39:27 (6764): 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)