Task 3748277
| Name | ParityMachine-1605454954-17771-14_0 |
| Workunit | 1926308 |
| Created | 21 Jan 2021, 7:00:26 UTC |
| Sent | 21 Jan 2021, 13:11:10 UTC |
| Report deadline | 28 Jan 2021, 13:11:10 UTC |
| Received | 22 Jan 2021, 2:52:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 54 sec |
| CPU time | 27 min 19 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,459.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> h 514 | loss: 0.0311591 | val_loss: 0.0311651 | Time: 1615.14 ms [2021-01-21 21:38:26 main:574] : INFO : Epoch 515 | loss: 0.0311574 | val_loss: 0.0311674 | Time: 1637.78 ms [2021-01-21 21:38:27 main:574] : INFO : Epoch 516 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 1629.43 ms [2021-01-21 21:38:29 main:574] : INFO : Epoch 517 | loss: 0.0311584 | val_loss: 0.0311645 | Time: 1618.92 ms [2021-01-21 21:38:30 main:574] : INFO : Epoch 518 | loss: 0.0311603 | val_loss: 0.0311667 | Time: 1619.7 ms [2021-01-21 21:38:32 main:574] : INFO : Epoch 519 | loss: 0.0311611 | val_loss: 0.0311664 | Time: 1613.12 ms [2021-01-21 21:38:34 main:574] : INFO : Epoch 520 | loss: 0.0311591 | val_loss: 0.0311661 | Time: 1616.21 ms [2021-01-21 21:38:35 main:574] : INFO : Epoch 521 | loss: 0.0311587 | val_loss: 0.0311656 | Time: 1597.89 ms [2021-01-21 21:38:37 main:574] : INFO : Epoch 522 | loss: 0.0311574 | val_loss: 0.0311676 | Time: 1612 ms [2021-01-21 21:38:39 main:574] : INFO : Epoch 523 | loss: 0.03116 | val_loss: 0.0311665 | Time: 1589.2 ms [2021-01-21 21:38:40 main:574] : INFO : Epoch 524 | loss: 0.0311599 | val_loss: 0.0311694 | Time: 1612.77 ms [2021-01-21 21:38:42 main:574] : INFO : Epoch 525 | loss: 0.0311593 | val_loss: 0.0311678 | Time: 1609.87 ms [2021-01-21 21:38:43 main:574] : INFO : Epoch 526 | loss: 0.0311591 | val_loss: 0.0311678 | Time: 1623.75 ms [2021-01-21 21:38:45 main:574] : INFO : Epoch 527 | loss: 0.0311592 | val_loss: 0.0311676 | Time: 1619.13 ms [2021-01-21 21:38:47 main:574] : INFO : Epoch 528 | loss: 0.0311581 | val_loss: 0.0311659 | Time: 1634.5 ms [2021-01-21 21:38:48 main:574] : INFO : Epoch 529 | loss: 0.031158 | val_loss: 0.0311659 | Time: 1621.27 ms [2021-01-21 21:38:50 main:574] : INFO : Epoch 530 | loss: 0.0311564 | val_loss: 0.031166 | Time: 1601.97 ms [2021-01-21 21:38:52 main:574] : INFO : Epoch 531 | loss: 0.0311584 | val_loss: 0.0311783 | Time: 1623.02 ms [2021-01-21 21:38:53 main:574] : INFO : Epoch 532 | loss: 0.0311598 | val_loss: 0.0311708 | Time: 1642.65 ms [2021-01-21 21:38:55 main:574] : INFO : Epoch 533 | loss: 0.0311603 | val_loss: 0.0311675 | Time: 1644.87 ms [2021-01-21 21:38:56 main:574] : INFO : Epoch 534 | loss: 0.0311591 | val_loss: 0.0311747 | Time: 1614.91 ms [2021-01-21 21:38:58 main:574] : INFO : Epoch 535 | loss: 0.0311625 | val_loss: 0.0311816 | Time: 1617.54 ms [2021-01-21 21:39:00 main:574] : INFO : Epoch 536 | loss: 0.0311856 | val_loss: 0.0312398 | Time: 1640.92 ms [2021-01-21 21:39:01 main:574] : INFO : Epoch 537 | loss: 0.0311726 | val_loss: 0.0311736 | Time: 1620.78 ms [2021-01-21 21:39:03 main:574] : INFO : Epoch 538 | loss: 0.031165 | val_loss: 0.0311725 | Time: 1635.87 ms [2021-01-21 21:39:05 main:574] : INFO : Epoch 539 | loss: 0.0311592 | val_loss: 0.031169 | Time: 1617.88 ms [2021-01-21 21:39:06 main:574] : INFO : Epoch 540 | loss: 0.0311596 | val_loss: 0.0311671 | Time: 1617.2 ms [2021-01-21 21:39:08 main:574] : INFO : Epoch 541 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 1627.29 ms [2021-01-21 21:39:10 main:574] : INFO : Epoch 542 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 1610.51 ms [2021-01-21 21:39:11 main:574] : INFO : Epoch 543 | loss: 0.0311608 | val_loss: 0.0311656 | Time: 1626.3 ms [2021-01-21 21:39:13 main:574] : INFO : Epoch 544 | loss: 0.0311599 | val_loss: 0.0311657 | Time: 1592.21 ms [2021-01-21 21:39:14 main:574] : INFO : Epoch 545 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 1625.94 ms [2021-01-21 21:39:16 main:574] : INFO : Epoch 546 | loss: 0.0311626 | val_loss: 0.0311754 | Time: 1608.97 ms [2021-01-21 21:39:18 main:574] : INFO : Epoch 547 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 1624.36 ms [2021-01-21 21:39:19 main:574] : INFO : Epoch 548 | loss: 0.0311677 | val_loss: 0.0311732 | Time: 1609.94 ms [2021-01-21 21:39:21 main:574] : INFO : Epoch 549 | loss: 0.0311693 | val_loss: 0.031173 | Time: 1616.07 ms [2021-01-21 21:39:23 main:574] : INFO : Epoch 550 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 1629.47 ms [2021-01-21 21:39:24 main:574] : INFO : Epoch 551 | loss: 0.0311672 | val_loss: 0.031172 | Time: 1631.74 ms [2021-01-21 21:39:26 main:574] : INFO : Epoch 552 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1652.92 ms [2021-01-21 21:39:28 main:574] : INFO : Epoch 553 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 1665.25 ms [2021-01-21 21:39:29 main:574] : INFO : Epoch 554 | loss: 0.0311653 | val_loss: 0.0311704 | Time: 1632.89 ms [2021-01-21 21:39:31 main:574] : INFO : Epoch 555 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 1623.88 ms [2021-01-21 21:39:32 main:574] : INFO : Epoch 556 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 1624.43 ms [2021-01-21 21:39:34 main:574] : INFO : Epoch 557 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 1627.1 ms [2021-01-21 21:39:36 main:574] : INFO : Epoch 558 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 1665.94 ms [2021-01-21 21:39:37 main:574] : INFO : Epoch 559 | loss: 0.0311668 | val_loss: 0.0311709 | Time: 1642.39 ms [2021-01-21 21:39:39 main:574] : INFO : Epoch 560 | loss: 0.0311656 | val_loss: 0.0311715 | Time: 1637.93 ms [2021-01-21 21:39:41 main:574] : INFO : Epoch 561 | loss: 0.0311645 | val_loss: 0.0311708 | Time: 1633.33 ms [2021-01-21 21:39:42 main:574] : INFO : Epoch 562 | loss: 0.0311628 | val_loss: 0.03117 | Time: 1645.97 ms [2021-01-21 21:39:44 main:574] : INFO : Epoch 563 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 1614.04 ms [2021-01-21 21:39:46 main:574] : INFO : Epoch 564 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 1630.07 ms [2021-01-21 21:39:47 main:574] : INFO : Epoch 565 | loss: 0.0311626 | val_loss: 0.0311734 | Time: 1642.88 ms [2021-01-21 21:39:49 main:574] : INFO : Epoch 566 | loss: 0.0311613 | val_loss: 0.0311693 | Time: 1666.04 ms [2021-01-21 21:39:51 main:574] : INFO : Epoch 567 | loss: 0.031162 | val_loss: 0.03117 | Time: 1655.41 ms [2021-01-21 21:39:52 main:574] : INFO : Epoch 568 | loss: 0.0311639 | val_loss: 0.0311714 | Time: 1623.45 ms [2021-01-21 21:39:54 main:574] : INFO : Epoch 569 | loss: 0.0311642 | val_loss: 0.0311691 | Time: 1631.43 ms [2021-01-21 21:39:56 main:574] : INFO : Epoch 570 | loss: 0.0311614 | val_loss: 0.0311691 | Time: 1632.54 ms [2021-01-21 21:39:57 main:574] : INFO : Epoch 571 | loss: 0.031161 | val_loss: 0.0311704 | Time: 1610.22 ms [2021-01-21 21:39:59 main:574] : INFO : Epoch 572 | loss: 0.0311606 | val_loss: 0.0311682 | Time: 1623.6 ms [2021-01-21 21:40:00 main:574] : INFO : Epoch 573 | loss: 0.03116 | val_loss: 0.0311694 | Time: 1620.86 ms [2021-01-21 21:40:02 main:574] : INFO : Epoch 574 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 1630.17 ms [2021-01-21 21:40:04 main:574] : INFO : Epoch 575 | loss: 0.0311603 | val_loss: 0.0311694 | Time: 1632.19 ms [2021-01-21 21:40:05 main:574] : INFO : Epoch 576 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 1617.22 ms [2021-01-21 21:40:07 main:574] : INFO : Epoch 577 | loss: 0.0311599 | val_loss: 0.031169 | Time: 1616.78 ms [2021-01-21 21:40:09 main:574] : INFO : Epoch 578 | loss: 0.0311596 | val_loss: 0.0311688 | Time: 1658.74 ms [2021-01-21 21:40:10 main:574] : INFO : Epoch 579 | loss: 0.0311603 | val_loss: 0.031167 | Time: 1650.9 ms [2021-01-21 21:40:12 main:574] : INFO : Epoch 580 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 1629.33 ms [2021-01-21 21:40:14 main:574] : INFO : Epoch 581 | loss: 0.0311599 | val_loss: 0.0311691 | Time: 1622.51 ms [2021-01-21 21:40:15 main:574] : INFO : Epoch 582 | loss: 0.031159 | val_loss: 0.0311684 | Time: 1642.99 ms [2021-01-21 21:40:17 main:574] : INFO : Epoch 583 | loss: 0.0311591 | val_loss: 0.0311684 | Time: 1624.77 ms [2021-01-21 21:40:19 main:574] : INFO : Epoch 584 | loss: 0.03116 | val_loss: 0.0311719 | Time: 1629.12 ms [2021-01-21 21:40:20 main:574] : INFO : Epoch 585 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 1612.48 ms [2021-01-21 21:40:22 main:574] : INFO : Epoch 586 | loss: 0.031164 | val_loss: 0.0311668 | Time: 1638.95 ms [2021-01-21 21:40:23 main:574] : INFO : Epoch 587 | loss: 0.0311614 | val_loss: 0.0311675 | Time: 1616.78 ms [2021-01-21 21:40:25 main:574] : INFO : Epoch 588 | loss: 0.0311597 | val_loss: 0.0311661 | Time: 1623.86 ms [2021-01-21 21:40:27 main:574] : INFO : Epoch 589 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 1628.32 ms [2021-01-21 21:40:28 main:574] : INFO : Epoch 590 | loss: 0.0311603 | val_loss: 0.0311673 | Time: 1613.48 ms [2021-01-21 21:40:30 main:574] : INFO : Epoch 591 | loss: 0.0311616 | val_loss: 0.0311715 | Time: 1629.8 ms [2021-01-21 21:40:32 main:574] : INFO : Epoch 592 | loss: 0.0311634 | val_loss: 0.0311691 | Time: 1623.66 ms [2021-01-21 21:40:33 main:574] : INFO : Epoch 593 | loss: 0.0311614 | val_loss: 0.0311676 | Time: 1681.95 ms [2021-01-21 21:40:35 main:574] : INFO : Epoch 594 | loss: 0.0311591 | val_loss: 0.0311646 | Time: 1631.94 ms [2021-01-21 21:40:37 main:574] : INFO : Epoch 595 | loss: 0.031159 | val_loss: 0.0311659 | Time: 1602.51 ms [2021-01-21 21:40:38 main:574] : INFO : Epoch 596 | loss: 0.0311586 | val_loss: 0.0311724 | Time: 1614.88 ms [2021-01-21 21:40:40 main:574] : INFO : Epoch 597 | loss: 0.0311597 | val_loss: 0.0311651 | Time: 1608.48 ms [2021-01-21 21:40:41 main:574] : INFO : Epoch 598 | loss: 0.0311583 | val_loss: 0.0311658 | Time: 1630.96 ms [2021-01-21 21:40:43 main:574] : INFO : Epoch 599 | loss: 0.0311592 | val_loss: 0.0311658 | Time: 1635.91 ms [2021-01-21 21:40:45 main:574] : INFO : Epoch 600 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 1618.68 ms [2021-01-21 21:40:46 main:574] : INFO : Epoch 601 | loss: 0.0311616 | val_loss: 0.0311714 | Time: 1599.19 ms [2021-01-21 21:40:48 main:574] : INFO : Epoch 602 | loss: 0.0311606 | val_loss: 0.0311662 | Time: 1619.5 ms [2021-01-21 21:40:50 main:574] : INFO : Epoch 603 | loss: 0.0311611 | val_loss: 0.0311658 | Time: 1623.9 ms [2021-01-21 21:40:51 main:574] : INFO : Epoch 604 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 1616.96 ms [2021-01-21 21:40:53 main:574] : INFO : Epoch 605 | loss: 0.0311596 | val_loss: 0.0311656 | Time: 1620.19 ms [2021-01-21 21:40:54 main:574] : INFO : Epoch 606 | loss: 0.0311573 | val_loss: 0.0311672 | Time: 1606.59 ms [2021-01-21 21:40:56 main:574] : INFO : Epoch 607 | loss: 0.0311576 | val_loss: 0.0311669 | Time: 1592.11 ms [2021-01-21 21:40:58 main:574] : INFO : Epoch 608 | loss: 0.0311577 | val_loss: 0.0311693 | Time: 1615.48 ms [2021-01-21 21:40:59 main:574] : INFO : Epoch 609 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 1623.47 ms [2021-01-21 21:41:01 main:574] : INFO : Epoch 610 | loss: 0.0311583 | val_loss: 0.0311667 | Time: 1618.34 ms [2021-01-21 21:41:03 main:574] : INFO : Epoch 611 | loss: 0.0311576 | val_loss: 0.0311683 | Time: 1609.3 ms [2021-01-21 21:41:04 main:574] : INFO : Epoch 612 | loss: 0.0311561 | val_loss: 0.0311665 | Time: 1626.92 ms [2021-01-21 21:41:06 main:574] : INFO : Epoch 613 | loss: 0.031157 | val_loss: 0.0311679 | Time: 1606.03 ms [2021-01-21 21:41:07 main:574] : INFO : Epoch 614 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 1609.1 ms [2021-01-21 21:41:09 main:574] : INFO : Epoch 615 | loss: 0.0311595 | val_loss: 0.0311682 | Time: 1604.03 ms [2021-01-21 21:41:11 main:574] : INFO : Epoch 616 | loss: 0.0311598 | val_loss: 0.0311679 | Time: 1604.5 ms [2021-01-21 21:41:12 main:574] : INFO : Epoch 617 | loss: 0.0311578 | val_loss: 0.0311666 | Time: 1581.82 ms [2021-01-21 21:41:14 main:574] : INFO : Epoch 618 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 1607.5 ms [2021-01-21 21:41:15 main:574] : INFO : Epoch 619 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 1607.96 ms [2021-01-21 21:41:17 main:574] : INFO : Epoch 620 | loss: 0.0311563 | val_loss: 0.0311661 | Time: 1594.93 ms [2021-01-21 21:41:19 main:574] : INFO : Epoch 621 | loss: 0.031156 | val_loss: 0.031168 | Time: 1615.25 ms [2021-01-21 21:41:20 main:574] : INFO : Epoch 622 | loss: 0.0311576 | val_loss: 0.0311673 | Time: 1616.39 ms [2021-01-21 21:41:22 main:574] : INFO : Epoch 623 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 1609.65 ms [2021-01-21 21:41:24 main:574] : INFO : Epoch 624 | loss: 0.0311565 | val_loss: 0.0311662 | Time: 1609.59 ms [2021-01-21 21:41:25 main:574] : INFO : Epoch 625 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 1610.45 ms [2021-01-21 21:41:27 main:574] : INFO : Epoch 626 | loss: 0.031156 | val_loss: 0.0311688 | Time: 1611.86 ms [2021-01-21 21:41:28 main:574] : INFO : Epoch 627 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 1612.72 ms [2021-01-21 21:41:30 main:574] : INFO : Epoch 628 | loss: 0.0311574 | val_loss: 0.0311672 | Time: 1595.82 ms [2021-01-21 21:41:32 main:574] : INFO : Epoch 629 | loss: 0.0311573 | val_loss: 0.0311676 | Time: 1619.19 ms [2021-01-21 21:41:33 main:574] : INFO : Epoch 630 | loss: 0.031156 | val_loss: 0.0311674 | Time: 1596.64 ms [2021-01-21 21:41:35 main:574] : INFO : Epoch 631 | loss: 0.0311558 | val_loss: 0.0311677 | Time: 1623.41 ms [2021-01-21 21:41:37 main:574] : INFO : Epoch 632 | loss: 0.0311558 | val_loss: 0.0311662 | Time: 1634.25 ms [2021-01-21 21:41:38 main:574] : INFO : Epoch 633 | loss: 0.0311556 | val_loss: 0.0311667 | Time: 1632.51 ms [2021-01-21 21:41:40 main:574] : INFO : Epoch 634 | loss: 0.0311559 | val_loss: 0.0311692 | Time: 1657.3 ms [2021-01-21 21:41:42 main:574] : INFO : Epoch 635 | loss: 0.0311565 | val_loss: 0.0311682 | Time: 1661.9 ms [2021-01-21 21:41:43 main:574] : INFO : Epoch 636 | loss: 0.0311566 | val_loss: 0.0311671 | Time: 1616.37 ms [2021-01-21 21:41:45 main:574] : INFO : Epoch 637 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 1672.55 ms [2021-01-21 21:41:47 main:574] : INFO : Epoch 638 | loss: 0.0311558 | val_loss: 0.0311674 | Time: 1776.99 ms [2021-01-21 21:41:48 main:574] : INFO : Epoch 639 | loss: 0.0311561 | val_loss: 0.0311717 | Time: 1678.84 ms [2021-01-21 21:41:50 main:574] : INFO : Epoch 640 | loss: 0.031156 | val_loss: 0.0311705 | Time: 1735.69 ms [2021-01-21 21:41:52 main:574] : INFO : Epoch 641 | loss: 0.0311564 | val_loss: 0.0311685 | Time: 1638.48 ms [2021-01-21 21:41:53 main:574] : INFO : Epoch 642 | loss: 0.0311557 | val_loss: 0.0311666 | Time: 1619.69 ms [2021-01-21 21:41:55 main:574] : INFO : Epoch 643 | loss: 0.0311546 | val_loss: 0.031167 | Time: 1690.93 ms [2021-01-21 21:41:57 main:574] : INFO : Epoch 644 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 1632.12 ms [2021-01-21 21:41:58 main:574] : INFO : Epoch 645 | loss: 0.0311557 | val_loss: 0.0311674 | Time: 1643.86 ms [2021-01-21 21:42:00 main:574] : INFO : Epoch 646 | loss: 0.0311561 | val_loss: 0.0311668 | Time: 1658.16 ms [2021-01-21 21:42:02 main:574] : INFO : Epoch 647 | loss: 0.0311558 | val_loss: 0.0311657 | Time: 1653.11 ms [2021-01-21 21:42:03 main:574] : INFO : Epoch 648 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 1624.55 ms [2021-01-21 21:42:05 main:574] : INFO : Epoch 649 | loss: 0.0311578 | val_loss: 0.0311673 | Time: 1618.53 ms [2021-01-21 21:42:07 main:574] : INFO : Epoch 650 | loss: 0.0311574 | val_loss: 0.0311675 | Time: 1618.05 ms [2021-01-21 21:42:08 main:574] : INFO : Epoch 651 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 1620.18 ms [2021-01-21 21:42:10 main:574] : INFO : Epoch 652 | loss: 0.0311543 | val_loss: 0.0311676 | Time: 1621.85 ms [2021-01-21 21:42:12 main:574] : INFO : Epoch 653 | loss: 0.0311536 | val_loss: 0.0311663 | Time: 1606.61 ms [2021-01-21 21:42:13 main:574] : INFO : Epoch 654 | loss: 0.0311535 | val_loss: 0.0311674 | Time: 1633.31 ms [2021-01-21 21:42:15 main:574] : INFO : Epoch 655 | loss: 0.0311537 | val_loss: 0.0311673 | Time: 1617.37 ms [2021-01-21 21:42:16 main:574] : INFO : Epoch 656 | loss: 0.031154 | val_loss: 0.0311679 | Time: 1608.41 ms [2021-01-21 21:42:18 main:574] : INFO : Epoch 657 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 1618.29 ms [2021-01-21 21:42:20 main:574] : INFO : Epoch 658 | loss: 0.0311556 | val_loss: 0.0311662 | Time: 1599.46 ms [2021-01-21 21:42:21 main:574] : INFO : Epoch 659 | loss: 0.0311536 | val_loss: 0.0311702 | Time: 1620.8 ms [2021-01-21 21:42:23 main:574] : INFO : Epoch 660 | loss: 0.0311574 | val_loss: 0.0311762 | Time: 1623.79 ms [2021-01-21 21:42:25 main:574] : INFO : Epoch 661 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 1619.83 ms [2021-01-21 21:42:26 main:574] : INFO : Epoch 662 | loss: 0.0311636 | val_loss: 0.031168 | Time: 1614.97 ms [2021-01-21 21:42:28 main:574] : INFO : Epoch 663 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 1632.75 ms [2021-01-21 21:42:29 main:574] : INFO : Epoch 664 | loss: 0.0311624 | val_loss: 0.0311665 | Time: 1656.69 ms [2021-01-21 21:42:31 main:574] : INFO : Epoch 665 | loss: 0.0311591 | val_loss: 0.0311651 | Time: 1612.2 ms [2021-01-21 21:42:33 main:574] : INFO : Epoch 666 | loss: 0.031159 | val_loss: 0.0311673 | Time: 1616.38 ms [2021-01-21 21:42:34 main:574] : INFO : Epoch 667 | loss: 0.0311589 | val_loss: 0.031168 | Time: 1625.18 ms [2021-01-21 21:42:36 main:574] : INFO : Epoch 668 | loss: 0.0311586 | val_loss: 0.0311689 | Time: 1641.13 ms [2021-01-21 21:42:38 main:574] : INFO : Epoch 669 | loss: 0.0311581 | val_loss: 0.0311707 | Time: 1615.24 ms [2021-01-21 21:42:39 main:574] : INFO : Epoch 670 | loss: 0.0311578 | val_loss: 0.031168 | Time: 1629.84 ms [2021-01-21 21:42:41 main:574] : INFO : Epoch 671 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 1635.32 ms [2021-01-21 21:42:43 main:574] : INFO : Epoch 672 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 1607.91 ms [2021-01-21 21:42:44 main:574] : INFO : Epoch 673 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 1647.9 ms [2021-01-21 21:42:46 main:574] : INFO : Epoch 674 | loss: 0.0311594 | val_loss: 0.0311675 | Time: 1656.75 ms [2021-01-21 21:42:48 main:574] : INFO : Epoch 675 | loss: 0.0311608 | val_loss: 0.0311658 | Time: 1680.82 ms [2021-01-21 21:42:49 main:574] : INFO : Epoch 676 | loss: 0.0311615 | val_loss: 0.0311665 | Time: 1614.01 ms [2021-01-21 21:42:51 main:574] : INFO : Epoch 677 | loss: 0.0311585 | val_loss: 0.0311664 | Time: 1619.56 ms [2021-01-21 21:42:52 main:574] : INFO : Epoch 678 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 1614.46 ms [2021-01-21 21:42:54 main:574] : INFO : Epoch 679 | loss: 0.0311562 | val_loss: 0.0311663 | Time: 1620.55 ms [2021-01-21 21:42:56 main:574] : INFO : Epoch 680 | loss: 0.0311573 | val_loss: 0.0311657 | Time: 1626.58 ms [2021-01-21 21:42:57 main:574] : INFO : Epoch 681 | loss: 0.0311558 | val_loss: 0.0311654 | Time: 1619.73 ms [2021-01-21 21:42:59 main:574] : INFO : Epoch 682 | loss: 0.0311563 | val_loss: 0.0311672 | Time: 1617.17 ms [2021-01-21 21:43:01 main:574] : INFO : Epoch 683 | loss: 0.0311576 | val_loss: 0.0311665 | Time: 1632.99 ms [2021-01-21 21:43:02 main:574] : INFO : Epoch 684 | loss: 0.0311548 | val_loss: 0.0311647 | Time: 1624.56 ms [2021-01-21 21:43:04 main:574] : INFO : Epoch 685 | loss: 0.0311554 | val_loss: 0.0311655 | Time: 1640.76 ms [2021-01-21 21:43:05 main:574] : INFO : Epoch 686 | loss: 0.0311548 | val_loss: 0.0311649 | Time: 1622.35 ms [2021-01-21 21:43:07 main:574] : INFO : Epoch 687 | loss: 0.0311542 | val_loss: 0.0311682 | Time: 1609.05 ms [2021-01-21 21:43:09 main:574] : INFO : Epoch 688 | loss: 0.0311559 | val_loss: 0.0311651 | Time: 1629.28 ms [2021-01-21 21:43:10 main:574] : INFO : Epoch 689 | loss: 0.0311545 | val_loss: 0.0311662 | Time: 1634.87 ms [2021-01-21 21:43:12 main:574] : INFO : Epoch 690 | loss: 0.0311548 | val_loss: 0.0311686 | Time: 1589.63 ms [2021-01-21 21:43:14 main:574] : INFO : Epoch 691 | loss: 0.0311552 | val_loss: 0.0311669 | Time: 1611.14 ms [2021-01-21 21:43:15 main:574] : INFO : Epoch 692 | loss: 0.0311542 | val_loss: 0.0311657 | Time: 1644.05 ms [2021-01-21 21:43:17 main:574] : INFO : Epoch 693 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 1639.45 ms [2021-01-21 21:43:19 main:574] : INFO : Epoch 694 | loss: 0.0311536 | val_loss: 0.0311647 | Time: 1623.57 ms [2021-01-21 21:43:20 main:574] : INFO : Epoch 695 | loss: 0.0311542 | val_loss: 0.031168 | Time: 1631.4 ms [2021-01-21 21:43:22 main:574] : INFO : Epoch 696 | loss: 0.0311554 | val_loss: 0.0311704 | Time: 1633.48 ms [2021-01-21 21:43:23 main:574] : INFO : Epoch 697 | loss: 0.0311573 | val_loss: 0.0311709 | Time: 1595.5 ms [2021-01-21 21:43:25 main:574] : INFO : Epoch 698 | loss: 0.0311559 | val_loss: 0.0311671 | Time: 1610.73 ms [2021-01-21 21:43:27 main:574] : INFO : Epoch 699 | loss: 0.031155 | val_loss: 0.0311755 | Time: 1726.89 ms [2021-01-21 21:43:29 main:574] : INFO : Epoch 700 | loss: 0.0311584 | val_loss: 0.0311825 | Time: 2029.89 ms [2021-01-21 21:43:31 main:574] : INFO : Epoch 701 | loss: 0.0311579 | val_loss: 0.0311771 | Time: 1843.56 ms [2021-01-21 21:43:32 main:574] : INFO : Epoch 702 | loss: 0.0311563 | val_loss: 0.0311656 | Time: 1626.5 ms [2021-01-21 21:43:34 main:574] : INFO : Epoch 703 | loss: 0.0311543 | val_loss: 0.0311663 | Time: 1606.94 ms [2021-01-21 21:43:36 main:574] : INFO : Epoch 704 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 1613.25 ms [2021-01-21 21:43:37 main:574] : INFO : Epoch 705 | loss: 0.0311535 | val_loss: 0.0311662 | Time: 1632.12 ms [2021-01-21 21:43:39 main:574] : INFO : Epoch 706 | loss: 0.0311543 | val_loss: 0.0311665 | Time: 1625.15 ms [2021-01-21 21:43:40 main:574] : INFO : Epoch 707 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 1617.31 ms [2021-01-21 21:43:42 main:574] : INFO : Epoch 708 | loss: 0.0311552 | val_loss: 0.031168 | Time: 1633.24 ms [2021-01-21 21:43:44 main:574] : INFO : Epoch 709 | loss: 0.0311544 | val_loss: 0.0311668 | Time: 1740.14 ms [2021-01-21 21:43:46 main:574] : INFO : Epoch 710 | loss: 0.031154 | val_loss: 0.0311669 | Time: 1608.38 ms [2021-01-21 21:43:47 main:574] : INFO : Epoch 711 | loss: 0.0311543 | val_loss: 0.0311669 | Time: 1631.65 ms [2021-01-21 21:43:49 main:574] : INFO : Epoch 712 | loss: 0.0311561 | val_loss: 0.031166 | Time: 1630.81 ms [2021-01-21 21:43:50 main:574] : INFO : Epoch 713 | loss: 0.0311543 | val_loss: 0.0311667 | Time: 1619.33 ms [2021-01-21 21:43:52 main:574] : INFO : Epoch 714 | loss: 0.0311543 | val_loss: 0.0311648 | Time: 1620.86 ms [2021-01-21 21:43:54 main:574] : INFO : Epoch 715 | loss: 0.0311537 | val_loss: 0.0311681 | Time: 1605.22 ms [2021-01-21 21:43:55 main:574] : INFO : Epoch 716 | loss: 0.0311577 | val_loss: 0.0311671 | Time: 1610.98 ms [2021-01-21 21:43:57 main:574] : INFO : Epoch 717 | loss: 0.0311582 | val_loss: 0.0311662 | Time: 1606.11 ms [2021-01-21 21:43:59 main:574] : INFO : Epoch 718 | loss: 0.0311576 | val_loss: 0.0311644 | Time: 1613.46 ms [2021-01-21 21:44:00 main:574] : INFO : Epoch 719 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 1612.77 ms [2021-01-21 21:44:02 main:574] : INFO : Epoch 720 | loss: 0.0311567 | val_loss: 0.0311655 | Time: 1623.12 ms [2021-01-21 21:44:03 main:574] : INFO : Epoch 721 | loss: 0.031156 | val_loss: 0.0311653 | Time: 1615.95 ms [2021-01-21 21:44:05 main:574] : INFO : Epoch 722 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 1610.5 ms [2021-01-21 21:44:07 main:574] : INFO : Epoch 723 | loss: 0.0311561 | val_loss: 0.031165 | Time: 1596.45 ms [2021-01-21 21:44:08 main:574] : INFO : Epoch 724 | loss: 0.0311575 | val_loss: 0.0311661 | Time: 1615.59 ms [2021-01-21 21:44:10 main:574] : INFO : Epoch 725 | loss: 0.0311559 | val_loss: 0.0311657 | Time: 1605.5 ms [2021-01-21 21:44:11 main:574] : INFO : Epoch 726 | loss: 0.031156 | val_loss: 0.0311647 | Time: 1606.86 ms [2021-01-21 21:44:13 main:574] : INFO : Epoch 727 | loss: 0.0311558 | val_loss: 0.0311659 | Time: 1611.85 ms [2021-01-21 21:44:15 main:574] : INFO : Epoch 728 | loss: 0.0311586 | val_loss: 0.0311654 | Time: 1615.56 ms [2021-01-21 21:44:16 main:574] : INFO : Epoch 729 | loss: 0.0311592 | val_loss: 0.0311655 | Time: 1622.61 ms [2021-01-21 21:44:18 main:574] : INFO : Epoch 730 | loss: 0.03116 | val_loss: 0.0311671 | Time: 1611.91 ms [2021-01-21 21:44:20 main:574] : INFO : Epoch 731 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 1619.02 ms [2021-01-21 21:44:21 main:574] : INFO : Epoch 732 | loss: 0.0311577 | val_loss: 0.0311655 | Time: 1610.33 ms [2021-01-21 21:44:23 main:574] : INFO : Epoch 733 | loss: 0.0311609 | val_loss: 0.0311668 | Time: 1618.03 ms [2021-01-21 21:44:24 main:574] : INFO : Epoch 734 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 1607.76 ms [2021-01-21 21:44:26 main:574] : INFO : Epoch 735 | loss: 0.0311573 | val_loss: 0.0311689 | Time: 1600.59 ms [2021-01-21 21:44:28 main:574] : INFO : Epoch 736 | loss: 0.0311572 | val_loss: 0.0311663 | Time: 1607.8 ms [2021-01-21 21:44:29 main:574] : INFO : Epoch 737 | loss: 0.0311562 | val_loss: 0.0311658 | Time: 1621.93 ms [2021-01-21 21:44:31 main:574] : INFO : Epoch 738 | loss: 0.0311567 | val_loss: 0.0311647 | Time: 1610.7 ms [2021-01-21 21:44:33 main:574] : INFO : Epoch 739 | loss: 0.0311581 | val_loss: 0.031166 | Time: 1610.26 ms [2021-01-21 21:44:34 main:574] : INFO : Epoch 740 | loss: 0.0311572 | val_loss: 0.0311691 | Time: 1624.56 ms [2021-01-21 21:44:36 main:574] : INFO : Epoch 741 | loss: 0.0311568 | val_loss: 0.0311659 | Time: 1620.27 ms [2021-01-21 21:44:37 main:574] : INFO : Epoch 742 | loss: 0.0311589 | val_loss: 0.0311661 | Time: 1614.09 ms [2021-01-21 21:44:39 main:574] : INFO : Epoch 743 | loss: 0.0311568 | val_loss: 0.0311679 | Time: 1612.44 ms [2021-01-21 21:44:41 main:574] : INFO : Epoch 744 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 1618.21 ms [2021-01-21 21:44:42 main:574] : INFO : Epoch 745 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 1609.1 ms [2021-01-21 21:44:44 main:574] : INFO : Epoch 746 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 1610.26 ms [2021-01-21 21:44:46 main:574] : INFO : Epoch 747 | loss: 0.0311568 | val_loss: 0.0311679 | Time: 1626.74 ms [2021-01-21 21:44:47 main:574] : INFO : Epoch 748 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 1619.04 ms [2021-01-21 21:44:49 main:574] : INFO : Epoch 749 | loss: 0.0311551 | val_loss: 0.0311685 | Time: 1610.71 ms [2021-01-21 21:44:50 main:574] : INFO : Epoch 750 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 1616.39 ms [2021-01-21 21:44:52 main:574] : INFO : Epoch 751 | loss: 0.0311549 | val_loss: 0.0311725 | Time: 1625.46 ms [2021-01-21 21:44:54 main:574] : INFO : Epoch 752 | loss: 0.0311563 | val_loss: 0.0311711 | Time: 1625.57 ms [2021-01-21 21:44:55 main:574] : INFO : Epoch 753 | loss: 0.0311543 | val_loss: 0.0311696 | Time: 1616.81 ms [2021-01-21 21:44:57 main:574] : INFO : Epoch 754 | loss: 0.0311541 | val_loss: 0.0311705 | Time: 1630.59 ms [2021-01-21 21:44:59 main:574] : INFO : Epoch 755 | loss: 0.0311537 | val_loss: 0.0311685 | Time: 1616.05 ms [2021-01-21 21:45:00 main:574] : INFO : Epoch 756 | loss: 0.0311529 | val_loss: 0.0311687 | Time: 1615.77 ms [2021-01-21 21:45:02 main:574] : INFO : Epoch 757 | loss: 0.0311535 | val_loss: 0.0311704 | Time: 1607.27 ms [2021-01-21 21:45:04 main:574] : INFO : Epoch 758 | loss: 0.0311553 | val_loss: 0.0311707 | Time: 1618.42 ms [2021-01-21 21:45:05 main:574] : INFO : Epoch 759 | loss: 0.0311531 | val_loss: 0.0311688 | Time: 1634.35 ms [2021-01-21 21:45:07 main:574] : INFO : Epoch 760 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 1640.36 ms [2021-01-21 21:45:08 main:574] : INFO : Epoch 761 | loss: 0.0311532 | val_loss: 0.0311683 | Time: 1664.52 ms [2021-01-21 21:45:10 main:574] : INFO : Epoch 762 | loss: 0.0311531 | val_loss: 0.0311691 | Time: 1622.67 ms [2021-01-21 21:45:12 main:574] : INFO : Epoch 763 | loss: 0.0311528 | val_loss: 0.0311683 | Time: 1621.65 ms [2021-01-21 21:45:13 main:574] : INFO : Epoch 764 | loss: 0.0311528 | val_loss: 0.0311671 | Time: 1619.41 ms [2021-01-21 21:45:15 main:574] : INFO : Epoch 765 | loss: 0.031153 | val_loss: 0.0311739 | Time: 1613.18 ms [2021-01-21 21:45:17 main:574] : INFO : Epoch 766 | loss: 0.0311535 | val_loss: 0.0311687 | Time: 1615.49 ms [2021-01-21 21:45:18 main:574] : INFO : Epoch 767 | loss: 0.0311544 | val_loss: 0.0311737 | Time: 1594.49 ms [2021-01-21 21:45:20 main:574] : INFO : Epoch 768 | loss: 0.0311558 | val_loss: 0.0311677 | Time: 1617.66 ms [2021-01-21 21:45:21 main:574] : INFO : Epoch 769 | loss: 0.0311522 | val_loss: 0.0311706 | Time: 1612.23 ms [2021-01-21 21:45:23 main:574] : INFO : Epoch 770 | loss: 0.0311518 | val_loss: 0.031169 | Time: 1629.89 ms [2021-01-21 21:45:25 main:574] : INFO : Epoch 771 | loss: 0.0311521 | val_loss: 0.0311698 | Time: 1602.36 ms [2021-01-21 21:45:26 main:574] : INFO : Epoch 772 | loss: 0.0311527 | val_loss: 0.0311702 | Time: 1599.02 ms [2021-01-21 21:45:28 main:574] : INFO : Epoch 773 | loss: 0.031152 | val_loss: 0.0311689 | Time: 1601.73 ms [2021-01-21 21:45:30 main:574] : INFO : Epoch 774 | loss: 0.0311527 | val_loss: 0.031173 | Time: 1612.64 ms [2021-01-21 21:45:31 main:574] : INFO : Epoch 775 | loss: 0.0311534 | val_loss: 0.031171 | Time: 1614.99 ms [2021-01-21 21:45:33 main:574] : INFO : Epoch 776 | loss: 0.0311518 | val_loss: 0.0311711 | Time: 1615.34 ms [2021-01-21 21:45:34 main:574] : INFO : Epoch 777 | loss: 0.0311549 | val_loss: 0.0311691 | Time: 1620.49 ms [2021-01-21 21:45:36 main:574] : INFO : Epoch 778 | loss: 0.0311537 | val_loss: 0.03117 | Time: 1618.78 ms [2021-01-21 21:45:38 main:574] : INFO : Epoch 779 | loss: 0.0311541 | val_loss: 0.0311716 | Time: 1617.52 ms [2021-01-21 21:45:40 main:574] : INFO : Epoch 780 | loss: 0.0311556 | val_loss: 0.0311716 | Time: 1946.48 ms [2021-01-21 21:45:42 main:574] : INFO : Epoch 781 | loss: 0.0311537 | val_loss: 0.031169 | Time: 1833.62 ms [2021-01-21 21:45:43 main:574] : INFO : Epoch 782 | loss: 0.0311525 | val_loss: 0.03117 | Time: 1733.11 ms [2021-01-21 21:45:45 main:574] : INFO : Epoch 783 | loss: 0.0311534 | val_loss: 0.031168 | Time: 1645.23 ms [2021-01-21 21:45:47 main:574] : INFO : Epoch 784 | loss: 0.0311534 | val_loss: 0.0311716 | Time: 1640.07 ms [2021-01-21 21:45:48 main:574] : INFO : Epoch 785 | loss: 0.0311546 | val_loss: 0.0311703 | Time: 1637.74 ms [2021-01-21 21:45:50 main:574] : INFO : Epoch 786 | loss: 0.0311539 | val_loss: 0.0311668 | Time: 1619.06 ms [2021-01-21 21:45:52 main:574] : INFO : Epoch 787 | loss: 0.0311552 | val_loss: 0.0311748 | Time: 1638.79 ms [2021-01-21 21:45:53 main:574] : INFO : Epoch 788 | loss: 0.0311566 | val_loss: 0.0311705 | Time: 1616 ms [2021-01-21 21:45:55 main:574] : INFO : Epoch 789 | loss: 0.0311542 | val_loss: 0.0311685 | Time: 1610.3 ms [2021-01-21 21:45:56 main:574] : INFO : Epoch 790 | loss: 0.0311525 | val_loss: 0.0311672 | Time: 1640.2 ms [2021-01-21 21:45:58 main:574] : INFO : Epoch 791 | loss: 0.0311513 | val_loss: 0.0311753 | Time: 1631.51 ms [2021-01-21 21:46:00 main:574] : INFO : Epoch 792 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 1602.49 ms [2021-01-21 21:46:01 main:574] : INFO : Epoch 793 | loss: 0.0311521 | val_loss: 0.0311667 | Time: 1624.81 ms [2021-01-21 21:46:03 main:574] : INFO : Epoch 794 | loss: 0.0311506 | val_loss: 0.0311699 | Time: 1643.44 ms [2021-01-21 21:46:05 main:574] : INFO : Epoch 795 | loss: 0.0311507 | val_loss: 0.0311687 | Time: 1612.86 ms [2021-01-21 21:46:06 main:574] : INFO : Epoch 796 | loss: 0.0311511 | val_loss: 0.031169 | Time: 1618.1 ms [2021-01-21 21:46:08 main:574] : INFO : Epoch 797 | loss: 0.0311506 | val_loss: 0.0311673 | Time: 1681.35 ms [2021-01-21 21:46:10 main:574] : INFO : Epoch 798 | loss: 0.0311521 | val_loss: 0.0311681 | Time: 1615.25 ms [2021-01-21 21:46:11 main:574] : INFO : Epoch 799 | loss: 0.0311526 | val_loss: 0.0311699 | Time: 1629.24 ms [2021-01-21 21:46:13 main:574] : INFO : Epoch 800 | loss: 0.0311532 | val_loss: 0.0311728 | Time: 1623.23 ms [2021-01-21 21:46:14 main:574] : INFO : Epoch 801 | loss: 0.0311545 | val_loss: 0.0311704 | Time: 1624.29 ms [2021-01-21 21:46:16 main:574] : INFO : Epoch 802 | loss: 0.0311575 | val_loss: 0.0311747 | Time: 1622.88 ms [2021-01-21 21:46:18 main:574] : INFO : Epoch 803 | loss: 0.0311653 | val_loss: 0.0311767 | Time: 1610.22 ms [2021-01-21 21:46:19 main:574] : INFO : Epoch 804 | loss: 0.031166 | val_loss: 0.0311703 | Time: 1625.65 ms [2021-01-21 21:46:21 main:574] : INFO : Epoch 805 | loss: 0.0311641 | val_loss: 0.0311712 | Time: 1603.52 ms [2021-01-21 21:46:23 main:574] : INFO : Epoch 806 | loss: 0.0311625 | val_loss: 0.0311718 | Time: 1614.38 ms [2021-01-21 21:46:24 main:574] : INFO : Epoch 807 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 1615.12 ms [2021-01-21 21:46:26 main:574] : INFO : Epoch 808 | loss: 0.0311607 | val_loss: 0.0311732 | Time: 1615.75 ms [2021-01-21 21:46:27 main:574] : INFO : Epoch 809 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 1611.98 ms [2021-01-21 21:46:29 main:574] : INFO : Epoch 810 | loss: 0.0311596 | val_loss: 0.0311715 | Time: 1612.89 ms [2021-01-21 21:46:31 main:574] : INFO : Epoch 811 | loss: 0.0311588 | val_loss: 0.0311694 | Time: 1614.99 ms [2021-01-21 21:46:32 main:574] : INFO : Epoch 812 | loss: 0.0311603 | val_loss: 0.0311726 | Time: 1606.45 ms [2021-01-21 21:46:34 main:574] : INFO : Epoch 813 | loss: 0.0311597 | val_loss: 0.0311708 | Time: 1623.73 ms [2021-01-21 21:46:36 main:574] : INFO : Epoch 814 | loss: 0.0311595 | val_loss: 0.0311687 | Time: 1614.18 ms [2021-01-21 21:46:37 main:574] : INFO : Epoch 815 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 1607.42 ms [2021-01-21 21:46:39 main:574] : INFO : Epoch 816 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 1651.5 ms [2021-01-21 21:46:41 main:574] : INFO : Epoch 817 | loss: 0.0311584 | val_loss: 0.0311704 | Time: 1714.41 ms [2021-01-21 21:46:42 main:574] : INFO : Epoch 818 | loss: 0.0311588 | val_loss: 0.0311714 | Time: 1715.73 ms [2021-01-21 21:46:44 main:574] : INFO : Epoch 819 | loss: 0.0311597 | val_loss: 0.0311719 | Time: 1606.9 ms [2021-01-21 21:46:46 main:574] : INFO : Epoch 820 | loss: 0.0311587 | val_loss: 0.0311718 | Time: 1627.16 ms [2021-01-21 21:46:47 main:574] : INFO : Epoch 821 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 1608.16 ms [2021-01-21 21:46:49 main:574] : INFO : Epoch 822 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 1609.79 ms [2021-01-21 21:46:50 main:574] : INFO : Epoch 823 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 1620.49 ms [2021-01-21 21:46:52 main:574] : INFO : Epoch 824 | loss: 0.0311601 | val_loss: 0.0311751 | Time: 1655.21 ms [2021-01-21 21:46:54 main:574] : INFO : Epoch 825 | loss: 0.031158 | val_loss: 0.0311703 | Time: 1953.65 ms [2021-01-21 21:46:56 main:574] : INFO : Epoch 826 | loss: 0.0311566 | val_loss: 0.031172 | Time: 1708.17 ms [2021-01-21 21:46:58 main:574] : INFO : Epoch 827 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 1720.62 ms [2021-01-21 21:46:59 main:574] : INFO : Epoch 828 | loss: 0.0311582 | val_loss: 0.0311696 | Time: 1674.52 ms [2021-01-21 21:47:01 main:574] : INFO : Epoch 829 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 1732.57 ms [2021-01-21 21:47:03 main:574] : INFO : Epoch 830 | loss: 0.0311571 | val_loss: 0.0311698 | Time: 1635.33 ms [2021-01-21 21:47:04 main:574] : INFO : Epoch 831 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 1624.24 ms [2021-01-21 21:47:06 main:574] : INFO : Epoch 832 | loss: 0.0311577 | val_loss: 0.0311706 | Time: 1594.97 ms [2021-01-21 21:47:07 main:574] : INFO : Epoch 833 | loss: 0.0311576 | val_loss: 0.0311684 | Time: 1621.48 ms [2021-01-21 21:47:09 main:574] : INFO : Epoch 834 | loss: 0.031157 | val_loss: 0.0311682 | Time: 1612.03 ms [2021-01-21 21:47:11 main:574] : INFO : Epoch 835 | loss: 0.0311568 | val_loss: 0.0311687 | Time: 1607.33 ms [2021-01-21 21:47:12 main:574] : INFO : Epoch 836 | loss: 0.0311571 | val_loss: 0.0311683 | Time: 1618.11 ms [2021-01-21 21:47:14 main:574] : INFO : Epoch 837 | loss: 0.0311571 | val_loss: 0.0311698 | Time: 1625.61 ms [2021-01-21 21:47:16 main:574] : INFO : Epoch 838 | loss: 0.0311571 | val_loss: 0.0311688 | Time: 1610.9 ms [2021-01-21 21:47:17 main:574] : INFO : Epoch 839 | loss: 0.0311561 | val_loss: 0.0311741 | Time: 1601.81 ms [2021-01-21 21:47:19 main:574] : INFO : Epoch 840 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 1623.13 ms [2021-01-21 21:47:20 main:574] : INFO : Epoch 841 | loss: 0.0311557 | val_loss: 0.0311691 | Time: 1589.47 ms [2021-01-21 21:47:22 main:574] : INFO : Epoch 842 | loss: 0.0311554 | val_loss: 0.0311711 | Time: 1619.07 ms [2021-01-21 21:47:24 main:574] : INFO : Epoch 843 | loss: 0.0311579 | val_loss: 0.0311704 | Time: 1610.15 ms [2021-01-21 21:47:25 main:574] : INFO : Epoch 844 | loss: 0.0311568 | val_loss: 0.0311676 | Time: 1616.92 ms [2021-01-21 21:47:27 main:574] : INFO : Epoch 845 | loss: 0.0311547 | val_loss: 0.0311706 | Time: 1634.14 ms [2021-01-21 21:47:29 main:574] : INFO : Epoch 846 | loss: 0.0311543 | val_loss: 0.0311675 | Time: 1656.08 ms [2021-01-21 21:47:30 main:574] : INFO : Epoch 847 | loss: 0.031154 | val_loss: 0.0311707 | Time: 1675.46 ms [2021-01-21 21:47:32 main:574] : INFO : Epoch 848 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 1621.37 ms [2021-01-21 21:47:34 main:574] : INFO : Epoch 849 | loss: 0.031154 | val_loss: 0.0311708 | Time: 1615.81 ms [2021-01-21 21:47:35 main:574] : INFO : Epoch 850 | loss: 0.0311541 | val_loss: 0.0311692 | Time: 1612.94 ms [2021-01-21 21:47:37 main:574] : INFO : Epoch 851 | loss: 0.0311532 | val_loss: 0.0311697 | Time: 1612.99 ms [2021-01-21 21:47:38 main:574] : INFO : Epoch 852 | loss: 0.0311538 | val_loss: 0.0311702 | Time: 1604.63 ms [2021-01-21 21:47:40 main:574] : INFO : Epoch 853 | loss: 0.0311538 | val_loss: 0.0311701 | Time: 1643.49 ms [2021-01-21 21:47:42 main:574] : INFO : Epoch 854 | loss: 0.0311553 | val_loss: 0.0311711 | Time: 1755.52 ms [2021-01-21 21:47:43 main:574] : INFO : Epoch 855 | loss: 0.0311553 | val_loss: 0.0311676 | Time: 1643.91 ms [2021-01-21 21:47:45 main:574] : INFO : Epoch 856 | loss: 0.0311541 | val_loss: 0.0311684 | Time: 1631.22 ms [2021-01-21 21:47:47 main:574] : INFO : Epoch 857 | loss: 0.0311534 | val_loss: 0.0311684 | Time: 1624.36 ms [2021-01-21 21:47:48 main:574] : INFO : Epoch 858 | loss: 0.0311534 | val_loss: 0.0311676 | Time: 1673.87 ms [2021-01-21 21:47:50 main:574] : INFO : Epoch 859 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 1645.46 ms [2021-01-21 21:47:52 main:574] : INFO : Epoch 860 | loss: 0.0311532 | val_loss: 0.0311682 | Time: 1605.77 ms [2021-01-21 21:47:53 main:574] : INFO : Epoch 861 | loss: 0.0311542 | val_loss: 0.0311695 | Time: 1700.15 ms [2021-01-21 21:47:55 main:574] : INFO : Epoch 862 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 1722.71 ms [2021-01-21 21:47:57 main:574] : INFO : Epoch 863 | loss: 0.0311547 | val_loss: 0.0311674 | Time: 1615.48 ms [2021-01-21 21:47:58 main:574] : INFO : Epoch 864 | loss: 0.0311542 | val_loss: 0.031169 | Time: 1637.95 ms [2021-01-21 21:48:00 main:574] : INFO : Epoch 865 | loss: 0.031155 | val_loss: 0.0311728 | Time: 1620 ms [2021-01-21 21:48:02 main:574] : INFO : Epoch 866 | loss: 0.0311564 | val_loss: 0.0311654 | Time: 1598.62 ms [2021-01-21 21:48:03 main:574] : INFO : Epoch 867 | loss: 0.0311543 | val_loss: 0.0311666 | Time: 1620.67 ms [2021-01-21 21:48:05 main:574] : INFO : Epoch 868 | loss: 0.0311544 | val_loss: 0.031168 | Time: 1620.13 ms [2021-01-21 21:48:07 main:574] : INFO : Epoch 869 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 1630.82 ms [2021-01-21 21:48:08 main:574] : INFO : Epoch 870 | loss: 0.0311541 | val_loss: 0.031168 | Time: 1626.21 ms [2021-01-21 21:48:10 main:574] : INFO : Epoch 871 | loss: 0.0311568 | val_loss: 0.0311707 | Time: 1627.85 ms [2021-01-21 21:48:11 main:574] : INFO : Epoch 872 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 1608.48 ms [2021-01-21 21:48:13 main:574] : INFO : Epoch 873 | loss: 0.0311543 | val_loss: 0.0311696 | Time: 1637.49 ms [2021-01-21 21:48:15 main:574] : INFO : Epoch 874 | loss: 0.0311552 | val_loss: 0.0311691 | Time: 1615.53 ms [2021-01-21 21:48:16 main:574] : INFO : Epoch 875 | loss: 0.0311549 | val_loss: 0.0311684 | Time: 1604.66 ms [2021-01-21 21:48:18 main:574] : INFO : Epoch 876 | loss: 0.0311549 | val_loss: 0.0311659 | Time: 1607.18 ms [2021-01-21 21:48:20 main:574] : INFO : Epoch 877 | loss: 0.0311567 | val_loss: 0.0311758 | Time: 1621.08 ms [2021-01-21 21:48:21 main:574] : INFO : Epoch 878 | loss: 0.03118 | val_loss: 0.0313163 | Time: 1608.6 ms [2021-01-21 21:48:23 main:574] : INFO : Epoch 879 | loss: 0.0325883 | val_loss: 0.0316266 | Time: 1605.66 ms [2021-01-21 21:48:24 main:574] : INFO : Epoch 880 | loss: 0.0318504 | val_loss: 0.0313657 | Time: 1598.27 ms [2021-01-21 21:48:26 main:574] : INFO : Epoch 881 | loss: 0.0317313 | val_loss: 0.0314485 | Time: 1611.22 ms [2021-01-21 21:48:28 main:574] : INFO : Epoch 882 | loss: 0.0313196 | val_loss: 0.0312674 | Time: 1608.67 ms [2021-01-21 21:48:29 main:574] : INFO : Epoch 883 | loss: 0.0312568 | val_loss: 0.0312418 | Time: 1764.1 ms [2021-01-21 21:48:31 main:574] : INFO : Epoch 884 | loss: 0.031236 | val_loss: 0.0312238 | Time: 1655.7 ms [2021-01-21 21:48:33 main:574] : INFO : Epoch 885 | loss: 0.0312159 | val_loss: 0.0312019 | Time: 1641.15 ms [2021-01-21 21:48:34 main:574] : INFO : Epoch 886 | loss: 0.0311967 | val_loss: 0.031191 | Time: 1627.96 ms [2021-01-21 21:48:36 main:574] : INFO : Epoch 887 | loss: 0.0311901 | val_loss: 0.0311957 | Time: 1631.68 ms [2021-01-21 21:48:38 main:574] : INFO : Epoch 888 | loss: 0.0311921 | val_loss: 0.0311868 | Time: 1620.84 ms [2021-01-21 21:48:39 main:574] : INFO : Epoch 889 | loss: 0.031189 | val_loss: 0.031178 | Time: 1609.61 ms [2021-01-21 21:48:41 main:574] : INFO : Epoch 890 | loss: 0.0311768 | val_loss: 0.0311811 | Time: 1613.41 ms [2021-01-21 21:48:43 main:574] : INFO : Epoch 891 | loss: 0.0311785 | val_loss: 0.031179 | Time: 1608.93 ms [2021-01-21 21:48:44 main:574] : INFO : Epoch 892 | loss: 0.0311794 | val_loss: 0.0311734 | Time: 1620.71 ms [2021-01-21 21:48:46 main:574] : INFO : Epoch 893 | loss: 0.0311784 | val_loss: 0.0311775 | Time: 1615.8 ms [2021-01-21 21:48:47 main:574] : INFO : Epoch 894 | loss: 0.0311792 | val_loss: 0.0311874 | Time: 1617.38 ms [2021-01-21 21:48:49 main:574] : INFO : Epoch 895 | loss: 0.0311768 | val_loss: 0.0311752 | Time: 1607.25 ms [2021-01-21 21:48:51 main:574] : INFO : Epoch 896 | loss: 0.0311772 | val_loss: 0.0311778 | Time: 1612.41 ms [2021-01-21 21:48:52 main:574] : INFO : Epoch 897 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 1610.85 ms [2021-01-21 21:48:54 main:574] : INFO : Epoch 898 | loss: 0.0311731 | val_loss: 0.0311761 | Time: 1613.4 ms [2021-01-21 21:48:56 main:574] : INFO : Epoch 899 | loss: 0.0311747 | val_loss: 0.0311791 | Time: 1618.22 ms [2021-01-21 21:48:57 main:574] : INFO : Epoch 900 | loss: 0.0311737 | val_loss: 0.0311733 | Time: 1638.34 ms [2021-01-21 21:48:59 main:574] : INFO : Epoch 901 | loss: 0.0311702 | val_loss: 0.0311711 | Time: 1618.05 ms [2021-01-21 21:49:00 main:574] : INFO : Epoch 902 | loss: 0.0311713 | val_loss: 0.0311711 | Time: 1611.28 ms [2021-01-21 21:49:02 main:574] : INFO : Epoch 903 | loss: 0.0311707 | val_loss: 0.0311704 | Time: 1605.64 ms [2021-01-21 21:49:04 main:574] : INFO : Epoch 904 | loss: 0.0311713 | val_loss: 0.0311718 | Time: 1627.38 ms [2021-01-21 21:49:05 main:574] : INFO : Epoch 905 | loss: 0.0311721 | val_loss: 0.0311708 | Time: 1612.59 ms [2021-01-21 21:49:07 main:574] : INFO : Epoch 906 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 1607.59 ms [2021-01-21 21:49:09 main:574] : INFO : Epoch 907 | loss: 0.0311702 | val_loss: 0.0311706 | Time: 1601.73 ms [2021-01-21 21:49:10 main:574] : INFO : Epoch 908 | loss: 0.0311716 | val_loss: 0.0311721 | Time: 1606.06 ms [2021-01-21 21:49:12 main:574] : INFO : Epoch 909 | loss: 0.031171 | val_loss: 0.0311707 | Time: 1610.67 ms [2021-01-21 21:49:13 main:574] : INFO : Epoch 910 | loss: 0.0311684 | val_loss: 0.0311698 | Time: 1615.84 ms [2021-01-21 21:49:15 main:574] : INFO : Epoch 911 | loss: 0.031171 | val_loss: 0.0311699 | Time: 1618.38 ms [2021-01-21 21:49:17 main:574] : INFO : Epoch 912 | loss: 0.0311717 | val_loss: 0.0311809 | Time: 1607.81 ms [2021-01-21 21:49:18 main:574] : INFO : Epoch 913 | loss: 0.0311779 | val_loss: 0.031171 | Time: 1603.3 ms [2021-01-21 21:49:20 main:574] : INFO : Epoch 914 | loss: 0.0311699 | val_loss: 0.0311695 | Time: 1617.05 ms [2021-01-21 21:49:22 main:574] : INFO : Epoch 915 | loss: 0.0311696 | val_loss: 0.0311693 | Time: 1600.33 ms [2021-01-21 21:49:23 main:574] : INFO : Epoch 916 | loss: 0.0311684 | val_loss: 0.0311698 | Time: 1604.52 ms [2021-01-21 21:49:25 main:574] : INFO : Epoch 917 | loss: 0.0311732 | val_loss: 0.0311701 | Time: 1621.57 ms [2021-01-21 21:49:26 main:574] : INFO : Epoch 918 | loss: 0.031172 | val_loss: 0.0311698 | Time: 1613.15 ms [2021-01-21 21:49:28 main:574] : INFO : Epoch 919 | loss: 0.0311679 | val_loss: 0.0311701 | Time: 1616.54 ms [2021-01-21 21:49:30 main:574] : INFO : Epoch 920 | loss: 0.0311696 | val_loss: 0.0311711 | Time: 1609.03 ms [2021-01-21 21:49:31 main:574] : INFO : Epoch 921 | loss: 0.0311724 | val_loss: 0.0311717 | Time: 1607.19 ms [2021-01-21 21:49:33 main:574] : INFO : Epoch 922 | loss: 0.0311703 | val_loss: 0.0311795 | Time: 1603.6 ms [2021-01-21 21:49:34 main:574] : INFO : Epoch 923 | loss: 0.03117 | val_loss: 0.0311691 | Time: 1611.05 ms [2021-01-21 21:49:36 main:574] : INFO : Epoch 924 | loss: 0.0311682 | val_loss: 0.0311694 | Time: 1627.41 ms [2021-01-21 21:49:38 main:574] : INFO : Epoch 925 | loss: 0.0311694 | val_loss: 0.03117 | Time: 1618.27 ms [2021-01-21 21:49:39 main:574] : INFO : Epoch 926 | loss: 0.031171 | val_loss: 0.0311688 | Time: 1611.5 ms [2021-01-21 21:49:41 main:574] : INFO : Epoch 927 | loss: 0.0311688 | val_loss: 0.031172 | Time: 1605.98 ms [2021-01-21 21:49:43 main:574] : INFO : Epoch 928 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 1613.01 ms [2021-01-21 21:49:44 main:574] : INFO : Epoch 929 | loss: 0.0311698 | val_loss: 0.0311718 | Time: 1607.63 ms [2021-01-21 21:49:46 main:574] : INFO : Epoch 930 | loss: 0.0311684 | val_loss: 0.0311688 | Time: 1618.83 ms [2021-01-21 21:49:47 main:574] : INFO : Epoch 931 | loss: 0.0311678 | val_loss: 0.0311683 | Time: 1610.9 ms [2021-01-21 21:49:49 main:574] : INFO : Epoch 932 | loss: 0.0311673 | val_loss: 0.0311708 | Time: 1599.01 ms [2021-01-21 21:49:51 main:574] : INFO : Epoch 933 | loss: 0.0311684 | val_loss: 0.0311729 | Time: 1607.07 ms [2021-01-21 21:49:52 main:574] : INFO : Epoch 934 | loss: 0.031171 | val_loss: 0.0311785 | Time: 1609.46 ms [2021-01-21 21:49:54 main:574] : INFO : Epoch 935 | loss: 0.0311746 | val_loss: 0.0311987 | Time: 1613.56 ms [2021-01-21 21:49:56 main:574] : INFO : Epoch 936 | loss: 0.0311718 | val_loss: 0.03117 | Time: 1604.79 ms [2021-01-21 21:49:57 main:574] : INFO : Epoch 937 | loss: 0.0311685 | val_loss: 0.0311688 | Time: 1614.52 ms [2021-01-21 21:49:59 main:574] : INFO : Epoch 938 | loss: 0.0311686 | val_loss: 0.0311691 | Time: 1597.18 ms [2021-01-21 21:50:00 main:574] : INFO : Epoch 939 | loss: 0.0311689 | val_loss: 0.0311707 | Time: 1613.12 ms [2021-01-21 21:50:02 main:574] : INFO : Epoch 940 | loss: 0.0311676 | val_loss: 0.0311692 | Time: 1610.08 ms [2021-01-21 21:50:04 main:574] : INFO : Epoch 941 | loss: 0.0311691 | val_loss: 0.0311685 | Time: 1605.23 ms [2021-01-21 21:50:05 main:574] : INFO : Epoch 942 | loss: 0.0311687 | val_loss: 0.0311698 | Time: 1616.25 ms [2021-01-21 21:50:07 main:574] : INFO : Epoch 943 | loss: 0.0311674 | val_loss: 0.0311693 | Time: 1603.8 ms [2021-01-21 21:50:09 main:574] : INFO : Epoch 944 | loss: 0.0311678 | val_loss: 0.0311698 | Time: 1608.33 ms [2021-01-21 21:50:10 main:574] : INFO : Epoch 945 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 1614.19 ms [2021-01-21 21:50:12 main:574] : INFO : Epoch 946 | loss: 0.0311688 | val_loss: 0.0311726 | Time: 1626.32 ms [2021-01-21 21:50:13 main:574] : INFO : Epoch 947 | loss: 0.0311706 | val_loss: 0.0311721 | Time: 1609.23 ms [2021-01-21 21:50:15 main:574] : INFO : Epoch 948 | loss: 0.0311682 | val_loss: 0.031171 | Time: 1620.27 ms [2021-01-21 21:50:17 main:574] : INFO : Epoch 949 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 1619.5 ms [2021-01-21 21:50:18 main:574] : INFO : Epoch 950 | loss: 0.0311701 | val_loss: 0.0311692 | Time: 1615.38 ms [2021-01-21 21:50:20 main:574] : INFO : Epoch 951 | loss: 0.0311693 | val_loss: 0.0311705 | Time: 1612.59 ms [2021-01-21 21:50:22 main:574] : INFO : Epoch 952 | loss: 0.031168 | val_loss: 0.0311688 | Time: 1618.01 ms [2021-01-21 21:50:23 main:574] : INFO : Epoch 953 | loss: 0.0311717 | val_loss: 0.031172 | Time: 1621.54 ms [2021-01-21 21:50:25 main:574] : INFO : Epoch 954 | loss: 0.0311681 | val_loss: 0.0311697 | Time: 1601.43 ms [2021-01-21 21:50:26 main:574] : INFO : Epoch 955 | loss: 0.0311669 | val_loss: 0.0311688 | Time: 1600.98 ms [2021-01-21 21:50:28 main:574] : INFO : Epoch 956 | loss: 0.0311667 | val_loss: 0.0311683 | Time: 1612.22 ms [2021-01-21 21:50:30 main:574] : INFO : Epoch 957 | loss: 0.0311675 | val_loss: 0.031169 | Time: 1619.09 ms [2021-01-21 21:50:31 main:574] : INFO : Epoch 958 | loss: 0.0311673 | val_loss: 0.0311686 | Time: 1580.8 ms [2021-01-21 21:50:33 main:574] : INFO : Epoch 959 | loss: 0.0311695 | val_loss: 0.0311706 | Time: 1618.89 ms [2021-01-21 21:50:34 main:574] : INFO : Epoch 960 | loss: 0.0311699 | val_loss: 0.0311702 | Time: 1621.79 ms [2021-01-21 21:50:36 main:574] : INFO : Epoch 961 | loss: 0.0311674 | val_loss: 0.0311683 | Time: 1591.24 ms [2021-01-21 21:50:38 main:574] : INFO : Epoch 962 | loss: 0.0311667 | val_loss: 0.0311697 | Time: 1607.74 ms [2021-01-21 21:50:39 main:574] : INFO : Epoch 963 | loss: 0.0311674 | val_loss: 0.0311824 | Time: 1619.01 ms [2021-01-21 21:50:41 main:574] : INFO : Epoch 964 | loss: 0.0311707 | val_loss: 0.0311682 | Time: 1620.79 ms [2021-01-21 21:50:43 main:574] : INFO : Epoch 965 | loss: 0.0311717 | val_loss: 0.0311695 | Time: 1617.6 ms [2021-01-21 21:50:44 main:574] : INFO : Epoch 966 | loss: 0.0311711 | val_loss: 0.0311791 | Time: 1615.13 ms [2021-01-21 21:50:46 main:574] : INFO : Epoch 967 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 1616.08 ms [2021-01-21 21:50:47 main:574] : INFO : Epoch 968 | loss: 0.0311683 | val_loss: 0.0311679 | Time: 1623.59 ms [2021-01-21 21:50:49 main:574] : INFO : Epoch 969 | loss: 0.0311659 | val_loss: 0.0311682 | Time: 1592.88 ms [2021-01-21 21:50:51 main:574] : INFO : Epoch 970 | loss: 0.0311664 | val_loss: 0.0311687 | Time: 1611.98 ms [2021-01-21 21:50:52 main:574] : INFO : Epoch 971 | loss: 0.0311654 | val_loss: 0.0311674 | Time: 1611.64 ms [2021-01-21 21:50:54 main:574] : INFO : Epoch 972 | loss: 0.0311659 | val_loss: 0.0311697 | Time: 1595.53 ms [2021-01-21 21:50:56 main:574] : INFO : Epoch 973 | loss: 0.0311666 | val_loss: 0.0311675 | Time: 1607.08 ms [2021-01-21 21:50:57 main:574] : INFO : Epoch 974 | loss: 0.0311666 | val_loss: 0.0311693 | Time: 1609.98 ms [2021-01-21 21:50:59 main:574] : INFO : Epoch 975 | loss: 0.0311669 | val_loss: 0.0311703 | Time: 1594.16 ms [2021-01-21 21:51:00 main:574] : INFO : Epoch 976 | loss: 0.031169 | val_loss: 0.0311702 | Time: 1585.95 ms [2021-01-21 21:51:02 main:574] : INFO : Epoch 977 | loss: 0.0311675 | val_loss: 0.0311679 | Time: 1607.19 ms [2021-01-21 21:51:04 main:574] : INFO : Epoch 978 | loss: 0.0311663 | val_loss: 0.0311677 | Time: 1631.69 ms [2021-01-21 21:51:05 main:574] : INFO : Epoch 979 | loss: 0.0311656 | val_loss: 0.0311684 | Time: 1599.55 ms [2021-01-21 21:51:07 main:574] : INFO : Epoch 980 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 1619.76 ms [2021-01-21 21:51:08 main:574] : INFO : Epoch 981 | loss: 0.0311657 | val_loss: 0.0311681 | Time: 1628.99 ms [2021-01-21 21:51:10 main:574] : INFO : Epoch 982 | loss: 0.0311657 | val_loss: 0.0311673 | Time: 1599.35 ms [2021-01-21 21:51:12 main:574] : INFO : Epoch 983 | loss: 0.031167 | val_loss: 0.0311679 | Time: 1614.11 ms [2021-01-21 21:51:13 main:574] : INFO : Epoch 984 | loss: 0.0311702 | val_loss: 0.0311683 | Time: 1590.68 ms [2021-01-21 21:51:15 main:574] : INFO : Epoch 985 | loss: 0.031171 | val_loss: 0.0311675 | Time: 1624.82 ms [2021-01-21 21:51:17 main:574] : INFO : Epoch 986 | loss: 0.0311666 | val_loss: 0.0311675 | Time: 1609.54 ms [2021-01-21 21:51:18 main:574] : INFO : Epoch 987 | loss: 0.0311666 | val_loss: 0.0311723 | Time: 1603.92 ms [2021-01-21 21:51:20 main:574] : INFO : Epoch 988 | loss: 0.0311682 | val_loss: 0.0311696 | Time: 1607.65 ms [2021-01-21 21:51:21 main:574] : INFO : Epoch 989 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 1598.73 ms [2021-01-21 21:51:23 main:574] : INFO : Epoch 990 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 1610.74 ms [2021-01-21 21:51:25 main:574] : INFO : Epoch 991 | loss: 0.031171 | val_loss: 0.0311761 | Time: 1606.57 ms [2021-01-21 21:51:26 main:574] : INFO : Epoch 992 | loss: 0.0311699 | val_loss: 0.031174 | Time: 1612.28 ms [2021-01-21 21:51:28 main:574] : INFO : Epoch 993 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 1607.26 ms [2021-01-21 21:51:30 main:574] : INFO : Epoch 994 | loss: 0.0311745 | val_loss: 0.0311889 | Time: 1621.45 ms [2021-01-21 21:51:31 main:574] : INFO : Epoch 995 | loss: 0.0311778 | val_loss: 0.0311707 | Time: 1614.34 ms [2021-01-21 21:51:33 main:574] : INFO : Epoch 996 | loss: 0.0311697 | val_loss: 0.0311678 | Time: 1594.23 ms [2021-01-21 21:51:34 main:574] : INFO : Epoch 997 | loss: 0.0311653 | val_loss: 0.0311736 | Time: 1617.52 ms [2021-01-21 21:51:36 main:574] : INFO : Epoch 998 | loss: 0.03117 | val_loss: 0.0311703 | Time: 1606.05 ms [2021-01-21 21:51:38 main:574] : INFO : Epoch 999 | loss: 0.0311676 | val_loss: 0.031168 | Time: 1602.27 ms [2021-01-21 21:51:39 main:574] : INFO : Epoch 1000 | loss: 0.031169 | val_loss: 0.0311707 | Time: 1601.97 ms [2021-01-21 21:51:41 main:574] : INFO : Epoch 1001 | loss: 0.0311694 | val_loss: 0.0311696 | Time: 1615.61 ms [2021-01-21 21:51:42 main:574] : INFO : Epoch 1002 | loss: 0.0311705 | val_loss: 0.0311682 | Time: 1604.38 ms [2021-01-21 21:51:44 main:574] : INFO : Epoch 1003 | loss: 0.0311684 | val_loss: 0.0311701 | Time: 1611.79 ms [2021-01-21 21:51:46 main:574] : INFO : Epoch 1004 | loss: 0.0311677 | val_loss: 0.0311685 | Time: 1615.39 ms [2021-01-21 21:51:47 main:574] : INFO : Epoch 1005 | loss: 0.0311685 | val_loss: 0.0311693 | Time: 1604.18 ms [2021-01-21 21:51:49 main:574] : INFO : Epoch 1006 | loss: 0.0311694 | val_loss: 0.0311682 | Time: 1588.83 ms [2021-01-21 21:51:51 main:574] : INFO : Epoch 1007 | loss: 0.0311675 | val_loss: 0.031168 | Time: 1605.05 ms [2021-01-21 21:51:52 main:574] : INFO : Epoch 1008 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 1603.87 ms [2021-01-21 21:51:54 main:574] : INFO : Epoch 1009 | loss: 0.0311684 | val_loss: 0.0311678 | Time: 1629.09 ms [2021-01-21 21:51:55 main:574] : INFO : Epoch 1010 | loss: 0.0311696 | val_loss: 0.0311694 | Time: 1604.59 ms [2021-01-21 21:51:57 main:574] : INFO : Epoch 1011 | loss: 0.0311698 | val_loss: 0.0311673 | Time: 1659.85 ms [2021-01-21 21:51:59 main:574] : INFO : Epoch 1012 | loss: 0.031168 | val_loss: 0.0311814 | Time: 1657.31 ms [2021-01-21 21:52:00 main:574] : INFO : Epoch 1013 | loss: 0.0311701 | val_loss: 0.0311696 | Time: 1638.42 ms [2021-01-21 21:52:02 main:574] : INFO : Epoch 1014 | loss: 0.0311666 | val_loss: 0.0311679 | Time: 1625.14 ms [2021-01-21 21:52:04 main:574] : INFO : Epoch 1015 | loss: 0.0311651 | val_loss: 0.0311679 | Time: 1630.4 ms [2021-01-21 21:52:05 main:574] : INFO : Epoch 1016 | loss: 0.0311687 | val_loss: 0.0311742 | Time: 1625.41 ms [2021-01-21 21:52:07 main:574] : INFO : Epoch 1017 | loss: 0.0311688 | val_loss: 0.0311712 | Time: 1632.29 ms [2021-01-21 21:52:09 main:574] : INFO : Epoch 1018 | loss: 0.0311668 | val_loss: 0.031167 | Time: 1638.24 ms [2021-01-21 21:52:10 main:574] : INFO : Epoch 1019 | loss: 0.0311667 | val_loss: 0.0311678 | Time: 1647.24 ms [2021-01-21 21:52:12 main:574] : INFO : Epoch 1020 | loss: 0.0311669 | val_loss: 0.0311694 | Time: 1593.51 ms [2021-01-21 21:52:13 main:574] : INFO : Epoch 1021 | loss: 0.0311664 | val_loss: 0.0311678 | Time: 1605.26 ms [2021-01-21 21:52:15 main:574] : INFO : Epoch 1022 | loss: 0.0311667 | val_loss: 0.0311676 | Time: 1606.88 ms [2021-01-21 21:52:17 main:574] : INFO : Epoch 1023 | loss: 0.0311658 | val_loss: 0.0311668 | Time: 1608.88 ms [2021-01-21 21:52:18 main:574] : INFO : Epoch 1024 | loss: 0.0311663 | val_loss: 0.0311673 | Time: 1626 ms [2021-01-21 21:52:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311673 [2021-01-21 21:52:18 main:603] : INFO : Saving end state to config to file [2021-01-21 21:52:18 main:608] : INFO : Success, exiting.. 21:52:18 (1332): 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)