Task 3369476
| Name | ParityModified-1605453648-21072-8_1 |
| Workunit | 1620375 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:28:42 UTC |
| Report deadline | 28 Dec 2020, 19:28:42 UTC |
| Received | 21 Dec 2020, 22:03:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3796 |
| Run time | 27 min 18 sec |
| CPU time | 26 min |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,145.38 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> h 514 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 1513.56 ms [2020-12-21 22:19:49 main:574] : INFO : Epoch 515 | loss: 0.0311713 | val_loss: 0.0311808 | Time: 1536.81 ms [2020-12-21 22:19:51 main:574] : INFO : Epoch 516 | loss: 0.031169 | val_loss: 0.0311787 | Time: 1497.45 ms [2020-12-21 22:19:52 main:574] : INFO : Epoch 517 | loss: 0.0311686 | val_loss: 0.0311786 | Time: 1513.4 ms [2020-12-21 22:19:54 main:574] : INFO : Epoch 518 | loss: 0.0311686 | val_loss: 0.0311797 | Time: 1516.12 ms [2020-12-21 22:19:55 main:574] : INFO : Epoch 519 | loss: 0.0311706 | val_loss: 0.0311837 | Time: 1512.64 ms [2020-12-21 22:19:57 main:574] : INFO : Epoch 520 | loss: 0.0311729 | val_loss: 0.0311778 | Time: 1532.81 ms [2020-12-21 22:19:59 main:574] : INFO : Epoch 521 | loss: 0.0311696 | val_loss: 0.0311776 | Time: 1536.26 ms [2020-12-21 22:20:00 main:574] : INFO : Epoch 522 | loss: 0.0311714 | val_loss: 0.0311801 | Time: 1532.26 ms [2020-12-21 22:20:02 main:574] : INFO : Epoch 523 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 1527.93 ms [2020-12-21 22:20:03 main:574] : INFO : Epoch 524 | loss: 0.0311714 | val_loss: 0.0311845 | Time: 1545.05 ms [2020-12-21 22:20:05 main:574] : INFO : Epoch 525 | loss: 0.0311733 | val_loss: 0.0311795 | Time: 1538.17 ms [2020-12-21 22:20:07 main:574] : INFO : Epoch 526 | loss: 0.0311715 | val_loss: 0.031179 | Time: 1538.5 ms [2020-12-21 22:20:08 main:574] : INFO : Epoch 527 | loss: 0.0311728 | val_loss: 0.0311797 | Time: 1545.4 ms [2020-12-21 22:20:10 main:574] : INFO : Epoch 528 | loss: 0.0311696 | val_loss: 0.0311785 | Time: 1539.4 ms [2020-12-21 22:20:11 main:574] : INFO : Epoch 529 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 1511.24 ms [2020-12-21 22:20:13 main:574] : INFO : Epoch 530 | loss: 0.03117 | val_loss: 0.0311791 | Time: 1547.42 ms [2020-12-21 22:20:15 main:574] : INFO : Epoch 531 | loss: 0.0311692 | val_loss: 0.0311862 | Time: 1536.33 ms [2020-12-21 22:20:16 main:574] : INFO : Epoch 532 | loss: 0.0311706 | val_loss: 0.0311779 | Time: 1504.13 ms [2020-12-21 22:20:18 main:574] : INFO : Epoch 533 | loss: 0.0311697 | val_loss: 0.0311838 | Time: 1529.63 ms [2020-12-21 22:20:19 main:574] : INFO : Epoch 534 | loss: 0.0311773 | val_loss: 0.031177 | Time: 1587.07 ms [2020-12-21 22:20:21 main:574] : INFO : Epoch 535 | loss: 0.0311762 | val_loss: 0.0311803 | Time: 1502.14 ms [2020-12-21 22:20:23 main:574] : INFO : Epoch 536 | loss: 0.0311712 | val_loss: 0.0311796 | Time: 1524.87 ms [2020-12-21 22:20:24 main:574] : INFO : Epoch 537 | loss: 0.0311701 | val_loss: 0.0311775 | Time: 1532.47 ms [2020-12-21 22:20:26 main:574] : INFO : Epoch 538 | loss: 0.0311706 | val_loss: 0.0311811 | Time: 1516.36 ms [2020-12-21 22:20:27 main:574] : INFO : Epoch 539 | loss: 0.031171 | val_loss: 0.0311856 | Time: 1508.91 ms [2020-12-21 22:20:29 main:574] : INFO : Epoch 540 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 1548.99 ms [2020-12-21 22:20:30 main:574] : INFO : Epoch 541 | loss: 0.0311677 | val_loss: 0.0311772 | Time: 1527.18 ms [2020-12-21 22:20:32 main:574] : INFO : Epoch 542 | loss: 0.0311722 | val_loss: 0.031182 | Time: 1519.46 ms [2020-12-21 22:20:34 main:574] : INFO : Epoch 543 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 1569.8 ms [2020-12-21 22:20:35 main:574] : INFO : Epoch 544 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 1536.13 ms [2020-12-21 22:20:37 main:574] : INFO : Epoch 545 | loss: 0.0311705 | val_loss: 0.0311841 | Time: 1516.72 ms [2020-12-21 22:20:39 main:574] : INFO : Epoch 546 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 1537.61 ms [2020-12-21 22:20:40 main:574] : INFO : Epoch 547 | loss: 0.0311684 | val_loss: 0.0311821 | Time: 1553.57 ms [2020-12-21 22:20:42 main:574] : INFO : Epoch 548 | loss: 0.0311682 | val_loss: 0.0311769 | Time: 1509.73 ms [2020-12-21 22:20:43 main:574] : INFO : Epoch 549 | loss: 0.0311683 | val_loss: 0.0311815 | Time: 1542.31 ms [2020-12-21 22:20:45 main:574] : INFO : Epoch 550 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 1541.24 ms [2020-12-21 22:20:46 main:574] : INFO : Epoch 551 | loss: 0.031167 | val_loss: 0.0311772 | Time: 1489.9 ms [2020-12-21 22:20:48 main:574] : INFO : Epoch 552 | loss: 0.0311668 | val_loss: 0.0311782 | Time: 1523.76 ms [2020-12-21 22:20:50 main:574] : INFO : Epoch 553 | loss: 0.0311652 | val_loss: 0.0311802 | Time: 1537.88 ms [2020-12-21 22:20:51 main:574] : INFO : Epoch 554 | loss: 0.0311687 | val_loss: 0.0311801 | Time: 1511.15 ms [2020-12-21 22:20:53 main:574] : INFO : Epoch 555 | loss: 0.0311685 | val_loss: 0.0311776 | Time: 1516.17 ms [2020-12-21 22:20:54 main:574] : INFO : Epoch 556 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 1535.32 ms [2020-12-21 22:20:56 main:574] : INFO : Epoch 557 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 1531.89 ms [2020-12-21 22:20:58 main:574] : INFO : Epoch 558 | loss: 0.0311689 | val_loss: 0.0311858 | Time: 1514.94 ms [2020-12-21 22:20:59 main:574] : INFO : Epoch 559 | loss: 0.0311748 | val_loss: 0.0311752 | Time: 1548.07 ms [2020-12-21 22:21:11 main:574] : INFO : Epoch 560 | loss: 0.0311679 | val_loss: 0.031176 | Time: 1512.51 ms [2020-12-21 22:21:12 main:574] : INFO : Epoch 561 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 1526.78 ms [2020-12-21 22:21:14 main:574] : INFO : Epoch 562 | loss: 0.0311674 | val_loss: 0.0311793 | Time: 1542.23 ms [2020-12-21 22:21:15 main:574] : INFO : Epoch 563 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 1539.82 ms [2020-12-21 22:21:17 main:574] : INFO : Epoch 564 | loss: 0.0311688 | val_loss: 0.03118 | Time: 1518.92 ms [2020-12-21 22:21:19 main:574] : INFO : Epoch 565 | loss: 0.0311689 | val_loss: 0.0311776 | Time: 1563.73 ms [2020-12-21 22:21:20 main:574] : INFO : Epoch 566 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 1528.59 ms [2020-12-21 22:21:22 main:574] : INFO : Epoch 567 | loss: 0.0311674 | val_loss: 0.0311812 | Time: 1523.61 ms [2020-12-21 22:21:23 main:574] : INFO : Epoch 568 | loss: 0.0311691 | val_loss: 0.0311792 | Time: 1555.51 ms [2020-12-21 22:21:25 main:574] : INFO : Epoch 569 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 1531.83 ms [2020-12-21 22:21:27 main:574] : INFO : Epoch 570 | loss: 0.0311655 | val_loss: 0.0311769 | Time: 1515.31 ms [2020-12-21 22:21:28 main:574] : INFO : Epoch 571 | loss: 0.0311649 | val_loss: 0.0311801 | Time: 1531.12 ms [2020-12-21 22:21:30 main:574] : INFO : Epoch 572 | loss: 0.0311671 | val_loss: 0.0311777 | Time: 1554.35 ms [2020-12-21 22:21:31 main:574] : INFO : Epoch 573 | loss: 0.0311649 | val_loss: 0.0311771 | Time: 1498.68 ms [2020-12-21 22:21:33 main:574] : INFO : Epoch 574 | loss: 0.0311653 | val_loss: 0.0311782 | Time: 1531.57 ms [2020-12-21 22:21:34 main:574] : INFO : Epoch 575 | loss: 0.0311649 | val_loss: 0.0311762 | Time: 1522.2 ms [2020-12-21 22:21:36 main:574] : INFO : Epoch 576 | loss: 0.031164 | val_loss: 0.0311773 | Time: 1570.17 ms [2020-12-21 22:21:38 main:574] : INFO : Epoch 577 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 1537.4 ms [2020-12-21 22:21:39 main:574] : INFO : Epoch 578 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 1644.98 ms [2020-12-21 22:21:41 main:574] : INFO : Epoch 579 | loss: 0.0311645 | val_loss: 0.031178 | Time: 1507.16 ms [2020-12-21 22:21:42 main:574] : INFO : Epoch 580 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 1513.41 ms [2020-12-21 22:21:44 main:574] : INFO : Epoch 581 | loss: 0.0311634 | val_loss: 0.0311757 | Time: 1561.83 ms [2020-12-21 22:21:46 main:574] : INFO : Epoch 582 | loss: 0.0311634 | val_loss: 0.0311773 | Time: 1531.15 ms [2020-12-21 22:21:47 main:574] : INFO : Epoch 583 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 1502.76 ms [2020-12-21 22:21:49 main:574] : INFO : Epoch 584 | loss: 0.0311656 | val_loss: 0.0311773 | Time: 1522.06 ms [2020-12-21 22:21:50 main:574] : INFO : Epoch 585 | loss: 0.0311629 | val_loss: 0.0311759 | Time: 1549.83 ms [2020-12-21 22:21:52 main:574] : INFO : Epoch 586 | loss: 0.031162 | val_loss: 0.0311793 | Time: 1521.32 ms [2020-12-21 22:21:54 main:574] : INFO : Epoch 587 | loss: 0.031162 | val_loss: 0.0311781 | Time: 1552.22 ms [2020-12-21 22:21:55 main:574] : INFO : Epoch 588 | loss: 0.0311721 | val_loss: 0.0311818 | Time: 1538.62 ms [2020-12-21 22:21:57 main:574] : INFO : Epoch 589 | loss: 0.0311667 | val_loss: 0.031175 | Time: 1507.53 ms [2020-12-21 22:21:58 main:574] : INFO : Epoch 590 | loss: 0.031164 | val_loss: 0.0311764 | Time: 1529.22 ms [2020-12-21 22:22:10 main:574] : INFO : Epoch 591 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 11630.2 ms [2020-12-21 22:22:12 main:574] : INFO : Epoch 592 | loss: 0.0311654 | val_loss: 0.0311766 | Time: 1514.33 ms [2020-12-21 22:22:13 main:574] : INFO : Epoch 593 | loss: 0.0311632 | val_loss: 0.0311756 | Time: 1542.54 ms [2020-12-21 22:22:15 main:574] : INFO : Epoch 594 | loss: 0.0311625 | val_loss: 0.0311762 | Time: 1571.04 ms [2020-12-21 22:22:17 main:574] : INFO : Epoch 595 | loss: 0.0311726 | val_loss: 0.0311852 | Time: 1485.23 ms [2020-12-21 22:22:18 main:574] : INFO : Epoch 596 | loss: 0.0311798 | val_loss: 0.0311762 | Time: 1528.6 ms [2020-12-21 22:22:20 main:574] : INFO : Epoch 597 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 1547.89 ms [2020-12-21 22:22:21 main:574] : INFO : Epoch 598 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 1506.41 ms [2020-12-21 22:22:23 main:574] : INFO : Epoch 599 | loss: 0.0311877 | val_loss: 0.0311906 | Time: 1538.22 ms [2020-12-21 22:22:25 main:574] : INFO : Epoch 600 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 1551.75 ms [2020-12-21 22:22:26 main:574] : INFO : Epoch 601 | loss: 0.0311825 | val_loss: 0.0311811 | Time: 1522.07 ms [2020-12-21 22:22:28 main:574] : INFO : Epoch 602 | loss: 0.0311828 | val_loss: 0.0311803 | Time: 1561.07 ms [2020-12-21 22:22:29 main:574] : INFO : Epoch 603 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 1524.32 ms [2020-12-21 22:22:31 main:574] : INFO : Epoch 604 | loss: 0.0311886 | val_loss: 0.0311871 | Time: 1507.67 ms [2020-12-21 22:22:33 main:574] : INFO : Epoch 605 | loss: 0.0311872 | val_loss: 0.0311827 | Time: 1521.32 ms [2020-12-21 22:22:34 main:574] : INFO : Epoch 606 | loss: 0.0311839 | val_loss: 0.0311855 | Time: 1534.56 ms [2020-12-21 22:22:36 main:574] : INFO : Epoch 607 | loss: 0.0311836 | val_loss: 0.0311874 | Time: 1508.78 ms [2020-12-21 22:22:38 main:574] : INFO : Epoch 608 | loss: 0.0311861 | val_loss: 0.0311867 | Time: 1525.62 ms [2020-12-21 22:22:39 main:574] : INFO : Epoch 609 | loss: 0.0311886 | val_loss: 0.0311861 | Time: 1540.98 ms [2020-12-21 22:22:41 main:574] : INFO : Epoch 610 | loss: 0.0311862 | val_loss: 0.0311898 | Time: 1544.63 ms [2020-12-21 22:22:42 main:574] : INFO : Epoch 611 | loss: 0.0311908 | val_loss: 0.0311889 | Time: 1524.14 ms [2020-12-21 22:22:44 main:574] : INFO : Epoch 612 | loss: 0.0311912 | val_loss: 0.0311853 | Time: 1520.47 ms [2020-12-21 22:22:45 main:574] : INFO : Epoch 613 | loss: 0.0311876 | val_loss: 0.0311862 | Time: 1526.11 ms [2020-12-21 22:22:47 main:574] : INFO : Epoch 614 | loss: 0.0311891 | val_loss: 0.0311863 | Time: 1503.42 ms [2020-12-21 22:22:49 main:574] : INFO : Epoch 615 | loss: 0.0311906 | val_loss: 0.0311828 | Time: 1528.32 ms [2020-12-21 22:22:50 main:574] : INFO : Epoch 616 | loss: 0.031189 | val_loss: 0.0311945 | Time: 1539.81 ms [2020-12-21 22:22:52 main:574] : INFO : Epoch 617 | loss: 0.0311957 | val_loss: 0.0311823 | Time: 1502.44 ms [2020-12-21 22:22:53 main:574] : INFO : Epoch 618 | loss: 0.0311895 | val_loss: 0.0311948 | Time: 1520.04 ms [2020-12-21 22:22:55 main:574] : INFO : Epoch 619 | loss: 0.03119 | val_loss: 0.0311827 | Time: 1537.27 ms [2020-12-21 22:22:57 main:574] : INFO : Epoch 620 | loss: 0.031188 | val_loss: 0.0311836 | Time: 1505.77 ms [2020-12-21 22:22:58 main:574] : INFO : Epoch 621 | loss: 0.0311838 | val_loss: 0.031183 | Time: 1533.96 ms [2020-12-21 22:23:00 main:574] : INFO : Epoch 622 | loss: 0.0311845 | val_loss: 0.0311872 | Time: 1509.73 ms [2020-12-21 22:23:11 main:574] : INFO : Epoch 623 | loss: 0.0311892 | val_loss: 0.031184 | Time: 11472.9 ms [2020-12-21 22:23:13 main:574] : INFO : Epoch 624 | loss: 0.0311827 | val_loss: 0.0311782 | Time: 1517.97 ms [2020-12-21 22:23:14 main:574] : INFO : Epoch 625 | loss: 0.0311815 | val_loss: 0.0311791 | Time: 1519.2 ms [2020-12-21 22:23:16 main:574] : INFO : Epoch 626 | loss: 0.0311805 | val_loss: 0.0311784 | Time: 1506.24 ms [2020-12-21 22:23:18 main:574] : INFO : Epoch 627 | loss: 0.0311813 | val_loss: 0.0311842 | Time: 1541.49 ms [2020-12-21 22:23:19 main:574] : INFO : Epoch 628 | loss: 0.0311896 | val_loss: 0.0311897 | Time: 1557.65 ms [2020-12-21 22:23:21 main:574] : INFO : Epoch 629 | loss: 0.0311914 | val_loss: 0.0311862 | Time: 1542.32 ms [2020-12-21 22:23:22 main:574] : INFO : Epoch 630 | loss: 0.0311875 | val_loss: 0.0311817 | Time: 1523.87 ms [2020-12-21 22:23:24 main:574] : INFO : Epoch 631 | loss: 0.0311859 | val_loss: 0.0311807 | Time: 1545.38 ms [2020-12-21 22:23:26 main:574] : INFO : Epoch 632 | loss: 0.0311889 | val_loss: 0.0311907 | Time: 1538.07 ms [2020-12-21 22:23:27 main:574] : INFO : Epoch 633 | loss: 0.0311858 | val_loss: 0.0311816 | Time: 1521.15 ms [2020-12-21 22:23:29 main:574] : INFO : Epoch 634 | loss: 0.0311848 | val_loss: 0.0311864 | Time: 1558.78 ms [2020-12-21 22:23:31 main:574] : INFO : Epoch 635 | loss: 0.0311845 | val_loss: 0.0311807 | Time: 1524.76 ms [2020-12-21 22:23:32 main:574] : INFO : Epoch 636 | loss: 0.0311826 | val_loss: 0.0311785 | Time: 1510.22 ms [2020-12-21 22:23:34 main:574] : INFO : Epoch 637 | loss: 0.0311802 | val_loss: 0.0311789 | Time: 1528.32 ms [2020-12-21 22:23:35 main:574] : INFO : Epoch 638 | loss: 0.0311812 | val_loss: 0.0311789 | Time: 1537.99 ms [2020-12-21 22:23:37 main:574] : INFO : Epoch 639 | loss: 0.0311814 | val_loss: 0.0311793 | Time: 1495.35 ms [2020-12-21 22:23:39 main:574] : INFO : Epoch 640 | loss: 0.0311842 | val_loss: 0.0311853 | Time: 1535.37 ms [2020-12-21 22:23:40 main:574] : INFO : Epoch 641 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 1590.83 ms [2020-12-21 22:23:42 main:574] : INFO : Epoch 642 | loss: 0.0311818 | val_loss: 0.0311792 | Time: 1508.06 ms [2020-12-21 22:23:43 main:574] : INFO : Epoch 643 | loss: 0.0311801 | val_loss: 0.0311785 | Time: 1542.46 ms [2020-12-21 22:23:45 main:574] : INFO : Epoch 644 | loss: 0.0311793 | val_loss: 0.0311773 | Time: 1528.38 ms [2020-12-21 22:23:47 main:574] : INFO : Epoch 645 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 1524.37 ms [2020-12-21 22:23:48 main:574] : INFO : Epoch 646 | loss: 0.0311812 | val_loss: 0.0311781 | Time: 1545.09 ms [2020-12-21 22:23:50 main:574] : INFO : Epoch 647 | loss: 0.0311792 | val_loss: 0.0311784 | Time: 1554.59 ms [2020-12-21 22:23:52 main:574] : INFO : Epoch 648 | loss: 0.0311849 | val_loss: 0.0311819 | Time: 1506.59 ms [2020-12-21 22:23:53 main:574] : INFO : Epoch 649 | loss: 0.0311819 | val_loss: 0.0311797 | Time: 1540.62 ms [2020-12-21 22:23:55 main:574] : INFO : Epoch 650 | loss: 0.0311813 | val_loss: 0.0311783 | Time: 1545.4 ms [2020-12-21 22:23:56 main:574] : INFO : Epoch 651 | loss: 0.0311806 | val_loss: 0.0311781 | Time: 1517.4 ms [2020-12-21 22:23:58 main:574] : INFO : Epoch 652 | loss: 0.0311807 | val_loss: 0.0311784 | Time: 1529.51 ms [2020-12-21 22:23:59 main:574] : INFO : Epoch 653 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 1535.27 ms [2020-12-21 22:24:11 main:574] : INFO : Epoch 654 | loss: 0.031182 | val_loss: 0.0311947 | Time: 11610 ms [2020-12-21 22:24:13 main:574] : INFO : Epoch 655 | loss: 0.0311823 | val_loss: 0.031178 | Time: 1534.2 ms [2020-12-21 22:24:14 main:574] : INFO : Epoch 656 | loss: 0.0311809 | val_loss: 0.0311775 | Time: 1532.38 ms [2020-12-21 22:24:16 main:574] : INFO : Epoch 657 | loss: 0.0311822 | val_loss: 0.0311788 | Time: 1554.02 ms [2020-12-21 22:24:18 main:574] : INFO : Epoch 658 | loss: 0.0311791 | val_loss: 0.0311771 | Time: 1506.57 ms [2020-12-21 22:24:19 main:574] : INFO : Epoch 659 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 1521.07 ms [2020-12-21 22:24:21 main:574] : INFO : Epoch 660 | loss: 0.0311775 | val_loss: 0.0311779 | Time: 1584.88 ms [2020-12-21 22:24:22 main:574] : INFO : Epoch 661 | loss: 0.0311774 | val_loss: 0.0311765 | Time: 1507.04 ms [2020-12-21 22:24:24 main:574] : INFO : Epoch 662 | loss: 0.0311775 | val_loss: 0.0311783 | Time: 1514.19 ms [2020-12-21 22:24:26 main:574] : INFO : Epoch 663 | loss: 0.0311793 | val_loss: 0.031177 | Time: 1545.38 ms [2020-12-21 22:24:27 main:574] : INFO : Epoch 664 | loss: 0.0311785 | val_loss: 0.0311776 | Time: 1503.18 ms [2020-12-21 22:24:29 main:574] : INFO : Epoch 665 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 1560.79 ms [2020-12-21 22:24:31 main:574] : INFO : Epoch 666 | loss: 0.0311776 | val_loss: 0.0311763 | Time: 1558.32 ms [2020-12-21 22:24:32 main:574] : INFO : Epoch 667 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 1510.56 ms [2020-12-21 22:24:34 main:574] : INFO : Epoch 668 | loss: 0.0311773 | val_loss: 0.0311797 | Time: 1549.89 ms [2020-12-21 22:24:35 main:574] : INFO : Epoch 669 | loss: 0.0311751 | val_loss: 0.0311751 | Time: 1535.29 ms [2020-12-21 22:24:37 main:574] : INFO : Epoch 670 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 1490.62 ms [2020-12-21 22:24:39 main:574] : INFO : Epoch 671 | loss: 0.0311761 | val_loss: 0.0311761 | Time: 1527.12 ms [2020-12-21 22:24:40 main:574] : INFO : Epoch 672 | loss: 0.031175 | val_loss: 0.0311753 | Time: 1559.07 ms [2020-12-21 22:24:42 main:574] : INFO : Epoch 673 | loss: 0.0311754 | val_loss: 0.031182 | Time: 1488.22 ms [2020-12-21 22:24:43 main:574] : INFO : Epoch 674 | loss: 0.0311819 | val_loss: 0.0311883 | Time: 1532.83 ms [2020-12-21 22:24:45 main:574] : INFO : Epoch 675 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 1556.16 ms [2020-12-21 22:24:47 main:574] : INFO : Epoch 676 | loss: 0.0311805 | val_loss: 0.0311773 | Time: 1500.71 ms [2020-12-21 22:24:48 main:574] : INFO : Epoch 677 | loss: 0.0311764 | val_loss: 0.0311763 | Time: 1522.17 ms [2020-12-21 22:24:50 main:574] : INFO : Epoch 678 | loss: 0.0311797 | val_loss: 0.0311776 | Time: 1563.69 ms [2020-12-21 22:24:51 main:574] : INFO : Epoch 679 | loss: 0.0311804 | val_loss: 0.0311791 | Time: 1501.43 ms [2020-12-21 22:24:53 main:574] : INFO : Epoch 680 | loss: 0.0311799 | val_loss: 0.03118 | Time: 1509.15 ms [2020-12-21 22:24:54 main:574] : INFO : Epoch 681 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 1532.41 ms [2020-12-21 22:24:56 main:574] : INFO : Epoch 682 | loss: 0.0311778 | val_loss: 0.0311784 | Time: 1554.47 ms [2020-12-21 22:24:58 main:574] : INFO : Epoch 683 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 1503.6 ms [2020-12-21 22:24:59 main:574] : INFO : Epoch 684 | loss: 0.0311791 | val_loss: 0.0311783 | Time: 1522.62 ms [2020-12-21 22:25:01 main:574] : INFO : Epoch 685 | loss: 0.0311786 | val_loss: 0.0311775 | Time: 1515.81 ms [2020-12-21 22:25:13 main:574] : INFO : Epoch 686 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 11623 ms [2020-12-21 22:25:14 main:574] : INFO : Epoch 687 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 1520.26 ms [2020-12-21 22:25:16 main:574] : INFO : Epoch 688 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 1516.4 ms [2020-12-21 22:25:17 main:574] : INFO : Epoch 689 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 1504.31 ms [2020-12-21 22:25:19 main:574] : INFO : Epoch 690 | loss: 0.0311771 | val_loss: 0.0311787 | Time: 1551.82 ms [2020-12-21 22:25:20 main:574] : INFO : Epoch 691 | loss: 0.031176 | val_loss: 0.0311805 | Time: 1518.43 ms [2020-12-21 22:25:22 main:574] : INFO : Epoch 692 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 1486.6 ms [2020-12-21 22:25:24 main:574] : INFO : Epoch 693 | loss: 0.0311771 | val_loss: 0.0311905 | Time: 1534.2 ms [2020-12-21 22:25:25 main:574] : INFO : Epoch 694 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 1544.85 ms [2020-12-21 22:25:27 main:574] : INFO : Epoch 695 | loss: 0.0311786 | val_loss: 0.0311849 | Time: 1512 ms [2020-12-21 22:25:28 main:574] : INFO : Epoch 696 | loss: 0.0311822 | val_loss: 0.0311833 | Time: 1536.16 ms [2020-12-21 22:25:30 main:574] : INFO : Epoch 697 | loss: 0.0311837 | val_loss: 0.0311916 | Time: 1532.91 ms [2020-12-21 22:25:31 main:574] : INFO : Epoch 698 | loss: 0.0311846 | val_loss: 0.0311858 | Time: 1496.43 ms [2020-12-21 22:25:33 main:574] : INFO : Epoch 699 | loss: 0.0311816 | val_loss: 0.0311857 | Time: 1511.99 ms [2020-12-21 22:25:35 main:574] : INFO : Epoch 700 | loss: 0.0311795 | val_loss: 0.0311816 | Time: 1543.68 ms [2020-12-21 22:25:36 main:574] : INFO : Epoch 701 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 1522.08 ms [2020-12-21 22:25:38 main:574] : INFO : Epoch 702 | loss: 0.0311774 | val_loss: 0.031183 | Time: 1502.08 ms [2020-12-21 22:25:39 main:574] : INFO : Epoch 703 | loss: 0.0311779 | val_loss: 0.0311788 | Time: 1536.79 ms [2020-12-21 22:25:41 main:574] : INFO : Epoch 704 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 1526.36 ms [2020-12-21 22:25:42 main:574] : INFO : Epoch 705 | loss: 0.0311772 | val_loss: 0.0311791 | Time: 1520.03 ms [2020-12-21 22:25:44 main:574] : INFO : Epoch 706 | loss: 0.031182 | val_loss: 0.0311891 | Time: 1536.39 ms [2020-12-21 22:25:46 main:574] : INFO : Epoch 707 | loss: 0.0311785 | val_loss: 0.0311782 | Time: 1549.29 ms [2020-12-21 22:25:47 main:574] : INFO : Epoch 708 | loss: 0.0311763 | val_loss: 0.0311769 | Time: 1489.42 ms [2020-12-21 22:25:49 main:574] : INFO : Epoch 709 | loss: 0.0311757 | val_loss: 0.0311835 | Time: 1528.27 ms [2020-12-21 22:25:50 main:574] : INFO : Epoch 710 | loss: 0.0311777 | val_loss: 0.0311781 | Time: 1511.52 ms [2020-12-21 22:25:52 main:574] : INFO : Epoch 711 | loss: 0.0311776 | val_loss: 0.0311791 | Time: 1488.85 ms [2020-12-21 22:25:53 main:574] : INFO : Epoch 712 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 1528.34 ms [2020-12-21 22:25:55 main:574] : INFO : Epoch 713 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 1539.59 ms [2020-12-21 22:25:57 main:574] : INFO : Epoch 714 | loss: 0.0311734 | val_loss: 0.03118 | Time: 1504.46 ms [2020-12-21 22:25:58 main:574] : INFO : Epoch 715 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 1517.03 ms [2020-12-21 22:26:00 main:574] : INFO : Epoch 716 | loss: 0.0311736 | val_loss: 0.0311787 | Time: 1531.85 ms [2020-12-21 22:26:01 main:574] : INFO : Epoch 717 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 1516.22 ms [2020-12-21 22:26:13 main:574] : INFO : Epoch 718 | loss: 0.0311755 | val_loss: 0.031177 | Time: 11610.6 ms [2020-12-21 22:26:15 main:574] : INFO : Epoch 719 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 1549.87 ms [2020-12-21 22:26:16 main:574] : INFO : Epoch 720 | loss: 0.0311761 | val_loss: 0.0311774 | Time: 1540.76 ms [2020-12-21 22:26:18 main:574] : INFO : Epoch 721 | loss: 0.0311737 | val_loss: 0.031178 | Time: 1516.3 ms [2020-12-21 22:26:19 main:574] : INFO : Epoch 722 | loss: 0.0311765 | val_loss: 0.0311761 | Time: 1532.37 ms [2020-12-21 22:26:21 main:574] : INFO : Epoch 723 | loss: 0.0311812 | val_loss: 0.0311944 | Time: 1566.48 ms [2020-12-21 22:26:22 main:574] : INFO : Epoch 724 | loss: 0.031269 | val_loss: 0.0349723 | Time: 1506.23 ms [2020-12-21 22:26:24 main:574] : INFO : Epoch 725 | loss: 0.431851 | val_loss: 0.0509158 | Time: 1557.35 ms [2020-12-21 22:26:26 main:574] : INFO : Epoch 726 | loss: 0.0464934 | val_loss: 0.0394524 | Time: 1522.32 ms [2020-12-21 22:26:27 main:574] : INFO : Epoch 727 | loss: 0.0350113 | val_loss: 0.0321611 | Time: 1491.95 ms [2020-12-21 22:26:29 main:574] : INFO : Epoch 728 | loss: 0.032014 | val_loss: 0.0316772 | Time: 1553.21 ms [2020-12-21 22:26:30 main:574] : INFO : Epoch 729 | loss: 0.0315422 | val_loss: 0.0314441 | Time: 1592.84 ms [2020-12-21 22:26:32 main:574] : INFO : Epoch 730 | loss: 0.0314218 | val_loss: 0.0313976 | Time: 1491.3 ms [2020-12-21 22:26:34 main:574] : INFO : Epoch 731 | loss: 0.0313785 | val_loss: 0.0313684 | Time: 1541.91 ms [2020-12-21 22:26:35 main:574] : INFO : Epoch 732 | loss: 0.0313556 | val_loss: 0.0313496 | Time: 1523.89 ms [2020-12-21 22:26:37 main:574] : INFO : Epoch 733 | loss: 0.031332 | val_loss: 0.0313183 | Time: 1488.87 ms [2020-12-21 22:26:38 main:574] : INFO : Epoch 734 | loss: 0.0313115 | val_loss: 0.031306 | Time: 1524.64 ms [2020-12-21 22:26:40 main:574] : INFO : Epoch 735 | loss: 0.0313001 | val_loss: 0.0312981 | Time: 1519.23 ms [2020-12-21 22:26:41 main:574] : INFO : Epoch 736 | loss: 0.0312926 | val_loss: 0.0312909 | Time: 1523.16 ms [2020-12-21 22:26:43 main:574] : INFO : Epoch 737 | loss: 0.0312858 | val_loss: 0.0312848 | Time: 1508.33 ms [2020-12-21 22:26:45 main:574] : INFO : Epoch 738 | loss: 0.0312815 | val_loss: 0.0312815 | Time: 1570.35 ms [2020-12-21 22:26:46 main:574] : INFO : Epoch 739 | loss: 0.0312788 | val_loss: 0.0312784 | Time: 1547.05 ms [2020-12-21 22:26:48 main:574] : INFO : Epoch 740 | loss: 0.0312754 | val_loss: 0.0312757 | Time: 1536.91 ms [2020-12-21 22:26:50 main:574] : INFO : Epoch 741 | loss: 0.0312729 | val_loss: 0.0312733 | Time: 1577.72 ms [2020-12-21 22:26:51 main:574] : INFO : Epoch 742 | loss: 0.0312704 | val_loss: 0.0312708 | Time: 1564.25 ms [2020-12-21 22:26:53 main:574] : INFO : Epoch 743 | loss: 0.0312682 | val_loss: 0.0312685 | Time: 1532.59 ms [2020-12-21 22:26:54 main:574] : INFO : Epoch 744 | loss: 0.0312658 | val_loss: 0.0312663 | Time: 1550.28 ms [2020-12-21 22:26:56 main:574] : INFO : Epoch 745 | loss: 0.0312641 | val_loss: 0.0312647 | Time: 1547.02 ms [2020-12-21 22:26:58 main:574] : INFO : Epoch 746 | loss: 0.0312623 | val_loss: 0.0312628 | Time: 1547.06 ms [2020-12-21 22:26:59 main:574] : INFO : Epoch 747 | loss: 0.0312605 | val_loss: 0.0312611 | Time: 1560.4 ms [2020-12-21 22:27:01 main:574] : INFO : Epoch 748 | loss: 0.0312589 | val_loss: 0.03126 | Time: 1538.94 ms [2020-12-21 22:27:12 main:574] : INFO : Epoch 749 | loss: 0.0312575 | val_loss: 0.0312574 | Time: 11547.5 ms [2020-12-21 22:27:14 main:574] : INFO : Epoch 750 | loss: 0.0312553 | val_loss: 0.0312556 | Time: 1559.93 ms [2020-12-21 22:27:16 main:574] : INFO : Epoch 751 | loss: 0.0312539 | val_loss: 0.0312541 | Time: 1552.94 ms [2020-12-21 22:27:17 main:574] : INFO : Epoch 752 | loss: 0.0312523 | val_loss: 0.0312527 | Time: 1499.68 ms [2020-12-21 22:27:19 main:574] : INFO : Epoch 753 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1533.3 ms [2020-12-21 22:27:20 main:574] : INFO : Epoch 754 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1548.66 ms [2020-12-21 22:27:22 main:574] : INFO : Epoch 755 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1498.73 ms [2020-12-21 22:27:24 main:574] : INFO : Epoch 756 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 1535.97 ms [2020-12-21 22:27:25 main:574] : INFO : Epoch 757 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 1547.23 ms [2020-12-21 22:27:27 main:574] : INFO : Epoch 758 | loss: 0.031244 | val_loss: 0.0312447 | Time: 1504.15 ms [2020-12-21 22:27:28 main:574] : INFO : Epoch 759 | loss: 0.0312426 | val_loss: 0.0312435 | Time: 1508.76 ms [2020-12-21 22:27:30 main:574] : INFO : Epoch 760 | loss: 0.0312417 | val_loss: 0.0312419 | Time: 1535.62 ms [2020-12-21 22:27:31 main:574] : INFO : Epoch 761 | loss: 0.0312405 | val_loss: 0.0312406 | Time: 1532.97 ms [2020-12-21 22:27:33 main:574] : INFO : Epoch 762 | loss: 0.031241 | val_loss: 0.0312411 | Time: 1520.14 ms [2020-12-21 22:27:35 main:574] : INFO : Epoch 763 | loss: 0.0312394 | val_loss: 0.0312397 | Time: 1536.62 ms [2020-12-21 22:27:36 main:574] : INFO : Epoch 764 | loss: 0.0312372 | val_loss: 0.0312378 | Time: 1543.38 ms [2020-12-21 22:27:38 main:574] : INFO : Epoch 765 | loss: 0.0312369 | val_loss: 0.0312385 | Time: 1520.02 ms [2020-12-21 22:27:39 main:574] : INFO : Epoch 766 | loss: 0.0312355 | val_loss: 0.0312355 | Time: 1537.6 ms [2020-12-21 22:27:41 main:574] : INFO : Epoch 767 | loss: 0.0312342 | val_loss: 0.0312348 | Time: 1550.76 ms [2020-12-21 22:27:43 main:574] : INFO : Epoch 768 | loss: 0.0312333 | val_loss: 0.0312341 | Time: 1505.71 ms [2020-12-21 22:27:44 main:574] : INFO : Epoch 769 | loss: 0.0312327 | val_loss: 0.0312331 | Time: 1548 ms [2020-12-21 22:27:46 main:574] : INFO : Epoch 770 | loss: 0.0312315 | val_loss: 0.0312319 | Time: 1556.37 ms [2020-12-21 22:27:47 main:574] : INFO : Epoch 771 | loss: 0.0312309 | val_loss: 0.0312322 | Time: 1489.3 ms [2020-12-21 22:27:49 main:574] : INFO : Epoch 772 | loss: 0.03123 | val_loss: 0.0312301 | Time: 1526.68 ms [2020-12-21 22:27:51 main:574] : INFO : Epoch 773 | loss: 0.031229 | val_loss: 0.0312292 | Time: 1517.77 ms [2020-12-21 22:27:52 main:574] : INFO : Epoch 774 | loss: 0.0312284 | val_loss: 0.0312297 | Time: 1501.77 ms [2020-12-21 22:27:54 main:574] : INFO : Epoch 775 | loss: 0.0312276 | val_loss: 0.0312279 | Time: 1542.4 ms [2020-12-21 22:27:55 main:574] : INFO : Epoch 776 | loss: 0.0312266 | val_loss: 0.0312275 | Time: 1537.13 ms [2020-12-21 22:27:57 main:574] : INFO : Epoch 777 | loss: 0.0312263 | val_loss: 0.0312267 | Time: 1505.88 ms [2020-12-21 22:27:58 main:574] : INFO : Epoch 778 | loss: 0.0312264 | val_loss: 0.0312273 | Time: 1522.36 ms [2020-12-21 22:28:00 main:574] : INFO : Epoch 779 | loss: 0.0312253 | val_loss: 0.0312254 | Time: 1551.96 ms [2020-12-21 22:28:02 main:574] : INFO : Epoch 780 | loss: 0.0312247 | val_loss: 0.031225 | Time: 1534.97 ms [2020-12-21 22:28:13 main:574] : INFO : Epoch 781 | loss: 0.0312237 | val_loss: 0.0312237 | Time: 11581.4 ms [2020-12-21 22:28:15 main:574] : INFO : Epoch 782 | loss: 0.0312231 | val_loss: 0.031223 | Time: 1550.34 ms [2020-12-21 22:28:17 main:574] : INFO : Epoch 783 | loss: 0.0312225 | val_loss: 0.0312239 | Time: 1540.29 ms [2020-12-21 22:28:18 main:574] : INFO : Epoch 784 | loss: 0.0312225 | val_loss: 0.0312225 | Time: 1519.87 ms [2020-12-21 22:28:20 main:574] : INFO : Epoch 785 | loss: 0.0312227 | val_loss: 0.0312203 | Time: 1549.17 ms [2020-12-21 22:28:21 main:574] : INFO : Epoch 786 | loss: 0.031222 | val_loss: 0.0312199 | Time: 1536.65 ms [2020-12-21 22:28:23 main:574] : INFO : Epoch 787 | loss: 0.031221 | val_loss: 0.0312197 | Time: 1514.38 ms [2020-12-21 22:28:24 main:574] : INFO : Epoch 788 | loss: 0.0312201 | val_loss: 0.0312181 | Time: 1543.11 ms [2020-12-21 22:28:26 main:574] : INFO : Epoch 789 | loss: 0.0312189 | val_loss: 0.0312171 | Time: 1543.36 ms [2020-12-21 22:28:28 main:574] : INFO : Epoch 790 | loss: 0.0312181 | val_loss: 0.0312161 | Time: 1510.61 ms [2020-12-21 22:28:29 main:574] : INFO : Epoch 791 | loss: 0.0312178 | val_loss: 0.0312167 | Time: 1514.13 ms [2020-12-21 22:28:31 main:574] : INFO : Epoch 792 | loss: 0.0312173 | val_loss: 0.0312145 | Time: 1510.08 ms [2020-12-21 22:28:32 main:574] : INFO : Epoch 793 | loss: 0.0312155 | val_loss: 0.0312144 | Time: 1490.11 ms [2020-12-21 22:28:34 main:574] : INFO : Epoch 794 | loss: 0.0312153 | val_loss: 0.0312135 | Time: 1532.57 ms [2020-12-21 22:28:35 main:574] : INFO : Epoch 795 | loss: 0.0312144 | val_loss: 0.0312132 | Time: 1549.93 ms [2020-12-21 22:28:37 main:574] : INFO : Epoch 796 | loss: 0.0312145 | val_loss: 0.0312129 | Time: 1504.63 ms [2020-12-21 22:28:39 main:574] : INFO : Epoch 797 | loss: 0.0312144 | val_loss: 0.0312123 | Time: 1531.81 ms [2020-12-21 22:28:40 main:574] : INFO : Epoch 798 | loss: 0.0312134 | val_loss: 0.0312123 | Time: 1528.84 ms [2020-12-21 22:28:42 main:574] : INFO : Epoch 799 | loss: 0.0312133 | val_loss: 0.0312121 | Time: 1523.66 ms [2020-12-21 22:28:43 main:574] : INFO : Epoch 800 | loss: 0.0312136 | val_loss: 0.0312124 | Time: 1530.12 ms [2020-12-21 22:28:45 main:574] : INFO : Epoch 801 | loss: 0.0312134 | val_loss: 0.0312154 | Time: 1536.16 ms [2020-12-21 22:28:47 main:574] : INFO : Epoch 802 | loss: 0.0312127 | val_loss: 0.0312124 | Time: 1531.07 ms [2020-12-21 22:28:48 main:574] : INFO : Epoch 803 | loss: 0.0312133 | val_loss: 0.0312145 | Time: 1523.56 ms [2020-12-21 22:28:50 main:574] : INFO : Epoch 804 | loss: 0.0312127 | val_loss: 0.0312112 | Time: 1519.12 ms [2020-12-21 22:28:51 main:574] : INFO : Epoch 805 | loss: 0.0312124 | val_loss: 0.0312124 | Time: 1516.72 ms [2020-12-21 22:28:53 main:574] : INFO : Epoch 806 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 1529.02 ms [2020-12-21 22:28:55 main:574] : INFO : Epoch 807 | loss: 0.031211 | val_loss: 0.0312108 | Time: 1543.01 ms [2020-12-21 22:28:56 main:574] : INFO : Epoch 808 | loss: 0.031211 | val_loss: 0.0312106 | Time: 1516.39 ms [2020-12-21 22:28:58 main:574] : INFO : Epoch 809 | loss: 0.0312106 | val_loss: 0.0312106 | Time: 1528.55 ms [2020-12-21 22:28:59 main:574] : INFO : Epoch 810 | loss: 0.0312111 | val_loss: 0.0312125 | Time: 1534.75 ms [2020-12-21 22:29:01 main:574] : INFO : Epoch 811 | loss: 0.0312117 | val_loss: 0.0312126 | Time: 1549.02 ms [2020-12-21 22:29:03 main:574] : INFO : Epoch 812 | loss: 0.0312118 | val_loss: 0.03121 | Time: 1491.28 ms [2020-12-21 22:29:14 main:574] : INFO : Epoch 813 | loss: 0.0312103 | val_loss: 0.0312095 | Time: 11643.8 ms [2020-12-21 22:29:16 main:574] : INFO : Epoch 814 | loss: 0.0312108 | val_loss: 0.0312101 | Time: 1546.26 ms [2020-12-21 22:29:18 main:574] : INFO : Epoch 815 | loss: 0.0312127 | val_loss: 0.031209 | Time: 1504.05 ms [2020-12-21 22:29:19 main:574] : INFO : Epoch 816 | loss: 0.0312138 | val_loss: 0.0312192 | Time: 1514.91 ms [2020-12-21 22:29:21 main:574] : INFO : Epoch 817 | loss: 0.0312144 | val_loss: 0.031217 | Time: 1567.57 ms [2020-12-21 22:29:22 main:574] : INFO : Epoch 818 | loss: 0.0312132 | val_loss: 0.0312091 | Time: 1507.5 ms [2020-12-21 22:29:24 main:574] : INFO : Epoch 819 | loss: 0.0312107 | val_loss: 0.03121 | Time: 1527.01 ms [2020-12-21 22:29:26 main:574] : INFO : Epoch 820 | loss: 0.0312102 | val_loss: 0.0312078 | Time: 1562.08 ms [2020-12-21 22:29:27 main:574] : INFO : Epoch 821 | loss: 0.0312082 | val_loss: 0.0312081 | Time: 1494.96 ms [2020-12-21 22:29:29 main:574] : INFO : Epoch 822 | loss: 0.0312084 | val_loss: 0.0312075 | Time: 1538.09 ms [2020-12-21 22:29:30 main:574] : INFO : Epoch 823 | loss: 0.0312077 | val_loss: 0.0312069 | Time: 1553.79 ms [2020-12-21 22:29:32 main:574] : INFO : Epoch 824 | loss: 0.0312079 | val_loss: 0.0312113 | Time: 1502.03 ms [2020-12-21 22:29:34 main:574] : INFO : Epoch 825 | loss: 0.0312089 | val_loss: 0.031208 | Time: 1528.22 ms [2020-12-21 22:29:35 main:574] : INFO : Epoch 826 | loss: 0.0312082 | val_loss: 0.0312077 | Time: 1545.32 ms [2020-12-21 22:29:37 main:574] : INFO : Epoch 827 | loss: 0.0312103 | val_loss: 0.0312163 | Time: 1555.92 ms [2020-12-21 22:29:38 main:574] : INFO : Epoch 828 | loss: 0.0312084 | val_loss: 0.0312041 | Time: 1533.43 ms [2020-12-21 22:29:40 main:574] : INFO : Epoch 829 | loss: 0.0312066 | val_loss: 0.0312026 | Time: 1529.31 ms [2020-12-21 22:29:42 main:574] : INFO : Epoch 830 | loss: 0.0312071 | val_loss: 0.0312062 | Time: 1504.03 ms [2020-12-21 22:29:43 main:574] : INFO : Epoch 831 | loss: 0.0312088 | val_loss: 0.0312173 | Time: 1515.99 ms [2020-12-21 22:29:45 main:574] : INFO : Epoch 832 | loss: 0.03121 | val_loss: 0.0312177 | Time: 1552.2 ms [2020-12-21 22:29:46 main:574] : INFO : Epoch 833 | loss: 0.0312077 | val_loss: 0.0312025 | Time: 1560.71 ms [2020-12-21 22:29:48 main:574] : INFO : Epoch 834 | loss: 0.0312057 | val_loss: 0.0312102 | Time: 1520.33 ms [2020-12-21 22:29:50 main:574] : INFO : Epoch 835 | loss: 0.0312113 | val_loss: 0.0312045 | Time: 1539.17 ms [2020-12-21 22:29:51 main:574] : INFO : Epoch 836 | loss: 0.0312081 | val_loss: 0.031222 | Time: 1559.66 ms [2020-12-21 22:29:53 main:574] : INFO : Epoch 837 | loss: 0.0312141 | val_loss: 0.0312017 | Time: 1502.08 ms [2020-12-21 22:29:54 main:574] : INFO : Epoch 838 | loss: 0.0312065 | val_loss: 0.0312053 | Time: 1536.99 ms [2020-12-21 22:29:56 main:574] : INFO : Epoch 839 | loss: 0.0312507 | val_loss: 0.0313674 | Time: 1528.7 ms [2020-12-21 22:29:58 main:574] : INFO : Epoch 840 | loss: 0.0312913 | val_loss: 0.0312077 | Time: 1515.43 ms [2020-12-21 22:29:59 main:574] : INFO : Epoch 841 | loss: 0.0312083 | val_loss: 0.0312007 | Time: 1533.05 ms [2020-12-21 22:30:01 main:574] : INFO : Epoch 842 | loss: 0.0312119 | val_loss: 0.0312003 | Time: 1545.92 ms [2020-12-21 22:30:02 main:574] : INFO : Epoch 843 | loss: 0.0312173 | val_loss: 0.0312076 | Time: 1497.05 ms [2020-12-21 22:30:14 main:574] : INFO : Epoch 844 | loss: 0.0312207 | val_loss: 0.0312021 | Time: 11712.1 ms [2020-12-21 22:30:16 main:574] : INFO : Epoch 845 | loss: 0.0312561 | val_loss: 0.0312583 | Time: 1543.32 ms [2020-12-21 22:30:17 main:574] : INFO : Epoch 846 | loss: 0.0312225 | val_loss: 0.0312351 | Time: 1497.4 ms [2020-12-21 22:30:19 main:574] : INFO : Epoch 847 | loss: 0.0312119 | val_loss: 0.0312009 | Time: 1522.39 ms [2020-12-21 22:30:20 main:574] : INFO : Epoch 848 | loss: 0.031206 | val_loss: 0.0311997 | Time: 1533.47 ms [2020-12-21 22:30:22 main:574] : INFO : Epoch 849 | loss: 0.0312125 | val_loss: 0.0312278 | Time: 1513.61 ms [2020-12-21 22:30:24 main:574] : INFO : Epoch 850 | loss: 0.0313341 | val_loss: 0.0314697 | Time: 1522.49 ms [2020-12-21 22:30:25 main:574] : INFO : Epoch 851 | loss: 0.0312704 | val_loss: 0.0312752 | Time: 1552.99 ms [2020-12-21 22:30:27 main:574] : INFO : Epoch 852 | loss: 0.0312314 | val_loss: 0.0312128 | Time: 1522.52 ms [2020-12-21 22:30:28 main:574] : INFO : Epoch 853 | loss: 0.0312149 | val_loss: 0.031219 | Time: 1530.76 ms [2020-12-21 22:30:30 main:574] : INFO : Epoch 854 | loss: 0.0312167 | val_loss: 0.0312304 | Time: 1548.7 ms [2020-12-21 22:30:32 main:574] : INFO : Epoch 855 | loss: 0.0312106 | val_loss: 0.0312002 | Time: 1525.37 ms [2020-12-21 22:30:33 main:574] : INFO : Epoch 856 | loss: 0.0312074 | val_loss: 0.0311999 | Time: 1512.47 ms [2020-12-21 22:30:35 main:574] : INFO : Epoch 857 | loss: 0.0312096 | val_loss: 0.0311997 | Time: 1552.43 ms [2020-12-21 22:30:36 main:574] : INFO : Epoch 858 | loss: 0.0312221 | val_loss: 0.0311991 | Time: 1529.96 ms [2020-12-21 22:30:38 main:574] : INFO : Epoch 859 | loss: 0.0312162 | val_loss: 0.0312312 | Time: 1517.97 ms [2020-12-21 22:30:40 main:574] : INFO : Epoch 860 | loss: 0.0312176 | val_loss: 0.0311988 | Time: 1557.45 ms [2020-12-21 22:30:41 main:574] : INFO : Epoch 861 | loss: 0.0312089 | val_loss: 0.0312398 | Time: 1530.87 ms [2020-12-21 22:30:43 main:574] : INFO : Epoch 862 | loss: 0.0312541 | val_loss: 0.0312386 | Time: 1513.89 ms [2020-12-21 22:30:44 main:574] : INFO : Epoch 863 | loss: 0.0312807 | val_loss: 0.0313508 | Time: 1554.56 ms [2020-12-21 22:30:46 main:574] : INFO : Epoch 864 | loss: 0.0312473 | val_loss: 0.0312383 | Time: 1560.55 ms [2020-12-21 22:30:48 main:574] : INFO : Epoch 865 | loss: 0.0312182 | val_loss: 0.0312143 | Time: 1497.9 ms [2020-12-21 22:30:49 main:574] : INFO : Epoch 866 | loss: 0.0312094 | val_loss: 0.0312004 | Time: 1540.85 ms [2020-12-21 22:30:51 main:574] : INFO : Epoch 867 | loss: 0.0312113 | val_loss: 0.0312074 | Time: 1537.39 ms [2020-12-21 22:30:52 main:574] : INFO : Epoch 868 | loss: 0.0312118 | val_loss: 0.0312003 | Time: 1509.03 ms [2020-12-21 22:30:54 main:574] : INFO : Epoch 869 | loss: 0.0312082 | val_loss: 0.0312006 | Time: 1516.41 ms [2020-12-21 22:30:56 main:574] : INFO : Epoch 870 | loss: 0.0312063 | val_loss: 0.0312 | Time: 1527.45 ms [2020-12-21 22:30:57 main:574] : INFO : Epoch 871 | loss: 0.0312042 | val_loss: 0.0312082 | Time: 1524.94 ms [2020-12-21 22:30:59 main:574] : INFO : Epoch 872 | loss: 0.0312258 | val_loss: 0.0312487 | Time: 1522.1 ms [2020-12-21 22:31:00 main:574] : INFO : Epoch 873 | loss: 0.0312147 | val_loss: 0.0312029 | Time: 1554.5 ms [2020-12-21 22:31:02 main:574] : INFO : Epoch 874 | loss: 0.0312112 | val_loss: 0.0312106 | Time: 1532.39 ms [2020-12-21 22:31:03 main:574] : INFO : Epoch 875 | loss: 0.0312096 | val_loss: 0.0312247 | Time: 1501.94 ms [2020-12-21 22:31:15 main:574] : INFO : Epoch 876 | loss: 0.0314148 | val_loss: 0.0316216 | Time: 11535.6 ms [2020-12-21 22:31:17 main:574] : INFO : Epoch 877 | loss: 0.0313052 | val_loss: 0.0311998 | Time: 1533.92 ms [2020-12-21 22:31:18 main:574] : INFO : Epoch 878 | loss: 0.0312249 | val_loss: 0.0311983 | Time: 1505.87 ms [2020-12-21 22:31:20 main:574] : INFO : Epoch 879 | loss: 0.0312037 | val_loss: 0.0311997 | Time: 1534.81 ms [2020-12-21 22:31:21 main:574] : INFO : Epoch 880 | loss: 0.0312021 | val_loss: 0.0311986 | Time: 1527.45 ms [2020-12-21 22:31:23 main:574] : INFO : Epoch 881 | loss: 0.0312022 | val_loss: 0.0311981 | Time: 1509.01 ms [2020-12-21 22:31:25 main:574] : INFO : Epoch 882 | loss: 0.0312048 | val_loss: 0.031198 | Time: 1506.17 ms [2020-12-21 22:31:26 main:574] : INFO : Epoch 883 | loss: 0.0312031 | val_loss: 0.0311995 | Time: 1525.19 ms [2020-12-21 22:31:28 main:574] : INFO : Epoch 884 | loss: 0.0312049 | val_loss: 0.0311981 | Time: 1485.18 ms [2020-12-21 22:31:29 main:574] : INFO : Epoch 885 | loss: 0.0312028 | val_loss: 0.0311991 | Time: 1517.11 ms [2020-12-21 22:31:31 main:574] : INFO : Epoch 886 | loss: 0.0312047 | val_loss: 0.0312003 | Time: 1536.16 ms [2020-12-21 22:31:32 main:574] : INFO : Epoch 887 | loss: 0.0312059 | val_loss: 0.0312053 | Time: 1502.22 ms [2020-12-21 22:31:34 main:574] : INFO : Epoch 888 | loss: 0.0312075 | val_loss: 0.0312114 | Time: 1530.04 ms [2020-12-21 22:31:35 main:574] : INFO : Epoch 889 | loss: 0.0312048 | val_loss: 0.0312022 | Time: 1534.75 ms [2020-12-21 22:31:37 main:574] : INFO : Epoch 890 | loss: 0.0312071 | val_loss: 0.0311986 | Time: 1512.84 ms [2020-12-21 22:31:39 main:574] : INFO : Epoch 891 | loss: 0.0312235 | val_loss: 0.0311978 | Time: 1519.65 ms [2020-12-21 22:31:40 main:574] : INFO : Epoch 892 | loss: 0.0312091 | val_loss: 0.0312049 | Time: 1537.97 ms [2020-12-21 22:31:42 main:574] : INFO : Epoch 893 | loss: 0.0312346 | val_loss: 0.0312074 | Time: 1542.36 ms [2020-12-21 22:31:43 main:574] : INFO : Epoch 894 | loss: 0.0312086 | val_loss: 0.0312072 | Time: 1519.06 ms [2020-12-21 22:31:45 main:574] : INFO : Epoch 895 | loss: 0.0312384 | val_loss: 0.0312375 | Time: 1522.16 ms [2020-12-21 22:31:47 main:574] : INFO : Epoch 896 | loss: 0.0312173 | val_loss: 0.0312022 | Time: 1544.61 ms [2020-12-21 22:31:48 main:574] : INFO : Epoch 897 | loss: 0.0312127 | val_loss: 0.0312237 | Time: 1503.31 ms [2020-12-21 22:31:50 main:574] : INFO : Epoch 898 | loss: 0.0312177 | val_loss: 0.031211 | Time: 1533.57 ms [2020-12-21 22:31:51 main:574] : INFO : Epoch 899 | loss: 0.0312071 | val_loss: 0.0312215 | Time: 1549.56 ms [2020-12-21 22:31:53 main:574] : INFO : Epoch 900 | loss: 0.0312419 | val_loss: 0.0312661 | Time: 1502.76 ms [2020-12-21 22:31:55 main:574] : INFO : Epoch 901 | loss: 0.0312344 | val_loss: 0.0312113 | Time: 1543.16 ms [2020-12-21 22:31:56 main:574] : INFO : Epoch 902 | loss: 0.0312066 | val_loss: 0.0312006 | Time: 1535.18 ms [2020-12-21 22:31:58 main:574] : INFO : Epoch 903 | loss: 0.0312058 | val_loss: 0.0311988 | Time: 1500.75 ms [2020-12-21 22:31:59 main:574] : INFO : Epoch 904 | loss: 0.0312248 | val_loss: 0.0312146 | Time: 1534.88 ms [2020-12-21 22:32:01 main:574] : INFO : Epoch 905 | loss: 0.0312162 | val_loss: 0.0312074 | Time: 1538.11 ms [2020-12-21 22:32:03 main:574] : INFO : Epoch 906 | loss: 0.0312032 | val_loss: 0.0312002 | Time: 1510.79 ms [2020-12-21 22:32:04 main:574] : INFO : Epoch 907 | loss: 0.0312102 | val_loss: 0.0312058 | Time: 1503.96 ms [2020-12-21 22:32:16 main:574] : INFO : Epoch 908 | loss: 0.0312101 | val_loss: 0.0312192 | Time: 11670.9 ms [2020-12-21 22:32:17 main:574] : INFO : Epoch 909 | loss: 0.0312106 | val_loss: 0.0312101 | Time: 1518.28 ms [2020-12-21 22:32:19 main:574] : INFO : Epoch 910 | loss: 0.0312188 | val_loss: 0.0312774 | Time: 1532.34 ms [2020-12-21 22:32:21 main:574] : INFO : Epoch 911 | loss: 0.0312732 | val_loss: 0.0312914 | Time: 1558.92 ms [2020-12-21 22:32:22 main:574] : INFO : Epoch 912 | loss: 0.0312322 | val_loss: 0.0312284 | Time: 1516.88 ms [2020-12-21 22:32:24 main:574] : INFO : Epoch 913 | loss: 0.0312107 | val_loss: 0.0311985 | Time: 1502.35 ms [2020-12-21 22:32:25 main:574] : INFO : Epoch 914 | loss: 0.0312046 | val_loss: 0.0311983 | Time: 1534.29 ms [2020-12-21 22:32:27 main:574] : INFO : Epoch 915 | loss: 0.0312054 | val_loss: 0.0312156 | Time: 1527.95 ms [2020-12-21 22:32:28 main:574] : INFO : Epoch 916 | loss: 0.0312137 | val_loss: 0.0312112 | Time: 1519.88 ms [2020-12-21 22:32:30 main:574] : INFO : Epoch 917 | loss: 0.0312114 | val_loss: 0.0312008 | Time: 1556.21 ms [2020-12-21 22:32:32 main:574] : INFO : Epoch 918 | loss: 0.0312034 | val_loss: 0.0311974 | Time: 1561.18 ms [2020-12-21 22:32:33 main:574] : INFO : Epoch 919 | loss: 0.0312087 | val_loss: 0.0312267 | Time: 1532.71 ms [2020-12-21 22:32:35 main:574] : INFO : Epoch 920 | loss: 0.0312275 | val_loss: 0.0312163 | Time: 1563.86 ms [2020-12-21 22:32:37 main:574] : INFO : Epoch 921 | loss: 0.0312327 | val_loss: 0.0312039 | Time: 1565.68 ms [2020-12-21 22:32:38 main:574] : INFO : Epoch 922 | loss: 0.0312122 | val_loss: 0.0312004 | Time: 1483.9 ms [2020-12-21 22:32:40 main:574] : INFO : Epoch 923 | loss: 0.0312018 | val_loss: 0.0311966 | Time: 1554.15 ms [2020-12-21 22:32:41 main:574] : INFO : Epoch 924 | loss: 0.0312124 | val_loss: 0.0311964 | Time: 1544 ms [2020-12-21 22:32:43 main:574] : INFO : Epoch 925 | loss: 0.0312214 | val_loss: 0.0312454 | Time: 1538.4 ms [2020-12-21 22:32:44 main:574] : INFO : Epoch 926 | loss: 0.0312188 | val_loss: 0.0311999 | Time: 1538.43 ms [2020-12-21 22:32:46 main:574] : INFO : Epoch 927 | loss: 0.0312157 | val_loss: 0.0312106 | Time: 1578.06 ms [2020-12-21 22:32:48 main:574] : INFO : Epoch 928 | loss: 0.0312102 | val_loss: 0.0312039 | Time: 1511.34 ms [2020-12-21 22:32:49 main:574] : INFO : Epoch 929 | loss: 0.0312096 | val_loss: 0.0312104 | Time: 1516.89 ms [2020-12-21 22:32:51 main:574] : INFO : Epoch 930 | loss: 0.031211 | val_loss: 0.0312006 | Time: 1555.87 ms [2020-12-21 22:32:52 main:574] : INFO : Epoch 931 | loss: 0.0312112 | val_loss: 0.0312135 | Time: 1542.7 ms [2020-12-21 22:32:54 main:574] : INFO : Epoch 932 | loss: 0.03123 | val_loss: 0.0312027 | Time: 1507.08 ms [2020-12-21 22:32:56 main:574] : INFO : Epoch 933 | loss: 0.0312219 | val_loss: 0.0312051 | Time: 1563.24 ms [2020-12-21 22:32:57 main:574] : INFO : Epoch 934 | loss: 0.0312145 | val_loss: 0.031207 | Time: 1528.81 ms [2020-12-21 22:32:59 main:574] : INFO : Epoch 935 | loss: 0.0312059 | val_loss: 0.031199 | Time: 1494.68 ms [2020-12-21 22:33:00 main:574] : INFO : Epoch 936 | loss: 0.0312064 | val_loss: 0.0311981 | Time: 1539.47 ms [2020-12-21 22:33:02 main:574] : INFO : Epoch 937 | loss: 0.0312064 | val_loss: 0.0311997 | Time: 1522.72 ms [2020-12-21 22:33:03 main:574] : INFO : Epoch 938 | loss: 0.0312207 | val_loss: 0.0313047 | Time: 1511.17 ms [2020-12-21 22:33:15 main:574] : INFO : Epoch 939 | loss: 0.0312602 | val_loss: 0.0312708 | Time: 11687.9 ms [2020-12-21 22:33:17 main:574] : INFO : Epoch 940 | loss: 0.0312341 | val_loss: 0.0312072 | Time: 1554.83 ms [2020-12-21 22:33:18 main:574] : INFO : Epoch 941 | loss: 0.0312139 | val_loss: 0.0311985 | Time: 1514.82 ms [2020-12-21 22:33:20 main:574] : INFO : Epoch 942 | loss: 0.0312037 | val_loss: 0.0311984 | Time: 1548.29 ms [2020-12-21 22:33:22 main:574] : INFO : Epoch 943 | loss: 0.031206 | val_loss: 0.0311982 | Time: 1554.65 ms [2020-12-21 22:33:23 main:574] : INFO : Epoch 944 | loss: 0.0312052 | val_loss: 0.0312018 | Time: 1503.45 ms [2020-12-21 22:33:25 main:574] : INFO : Epoch 945 | loss: 0.0312024 | val_loss: 0.031198 | Time: 1578.45 ms [2020-12-21 22:33:26 main:574] : INFO : Epoch 946 | loss: 0.031205 | val_loss: 0.0311988 | Time: 1556.43 ms [2020-12-21 22:33:28 main:574] : INFO : Epoch 947 | loss: 0.0312023 | val_loss: 0.031198 | Time: 1517.03 ms [2020-12-21 22:33:30 main:574] : INFO : Epoch 948 | loss: 0.0312047 | val_loss: 0.0312015 | Time: 1543.22 ms [2020-12-21 22:33:31 main:574] : INFO : Epoch 949 | loss: 0.0312059 | val_loss: 0.0312209 | Time: 1563.84 ms [2020-12-21 22:33:33 main:574] : INFO : Epoch 950 | loss: 0.0312184 | val_loss: 0.031198 | Time: 1509.37 ms [2020-12-21 22:33:34 main:574] : INFO : Epoch 951 | loss: 0.0312199 | val_loss: 0.031198 | Time: 1541.56 ms [2020-12-21 22:33:36 main:574] : INFO : Epoch 952 | loss: 0.031216 | val_loss: 0.0312153 | Time: 1576.28 ms [2020-12-21 22:33:38 main:574] : INFO : Epoch 953 | loss: 0.0312092 | val_loss: 0.0311976 | Time: 1501.15 ms [2020-12-21 22:33:39 main:574] : INFO : Epoch 954 | loss: 0.0312037 | val_loss: 0.0311995 | Time: 1565.03 ms [2020-12-21 22:33:41 main:574] : INFO : Epoch 955 | loss: 0.0312147 | val_loss: 0.0312466 | Time: 1539.36 ms [2020-12-21 22:33:42 main:574] : INFO : Epoch 956 | loss: 0.0312116 | val_loss: 0.0311969 | Time: 1519.55 ms [2020-12-21 22:33:44 main:574] : INFO : Epoch 957 | loss: 0.0312024 | val_loss: 0.0312001 | Time: 1522.84 ms [2020-12-21 22:33:46 main:574] : INFO : Epoch 958 | loss: 0.0312118 | val_loss: 0.0312013 | Time: 1540.1 ms [2020-12-21 22:33:47 main:574] : INFO : Epoch 959 | loss: 0.0312037 | val_loss: 0.0312141 | Time: 1502.86 ms [2020-12-21 22:33:49 main:574] : INFO : Epoch 960 | loss: 0.0312093 | val_loss: 0.0312153 | Time: 1508.84 ms [2020-12-21 22:33:50 main:574] : INFO : Epoch 961 | loss: 0.031225 | val_loss: 0.0311981 | Time: 1527.44 ms [2020-12-21 22:33:52 main:574] : INFO : Epoch 962 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 1531.08 ms [2020-12-21 22:33:54 main:574] : INFO : Epoch 963 | loss: 0.0312183 | val_loss: 0.0312132 | Time: 1517.97 ms [2020-12-21 22:33:55 main:574] : INFO : Epoch 964 | loss: 0.0312053 | val_loss: 0.031203 | Time: 1540.5 ms [2020-12-21 22:33:57 main:574] : INFO : Epoch 965 | loss: 0.0312011 | val_loss: 0.0311966 | Time: 1564.97 ms [2020-12-21 22:33:58 main:574] : INFO : Epoch 966 | loss: 0.0312223 | val_loss: 0.0312002 | Time: 1521.26 ms [2020-12-21 22:34:00 main:574] : INFO : Epoch 967 | loss: 0.0312082 | val_loss: 0.0312006 | Time: 1587.4 ms [2020-12-21 22:34:02 main:574] : INFO : Epoch 968 | loss: 0.0312011 | val_loss: 0.0311962 | Time: 1537.69 ms [2020-12-21 22:34:03 main:574] : INFO : Epoch 969 | loss: 0.0311994 | val_loss: 0.0311967 | Time: 1497.25 ms [2020-12-21 22:34:05 main:574] : INFO : Epoch 970 | loss: 0.0312196 | val_loss: 0.0311958 | Time: 1555.66 ms [2020-12-21 22:34:17 main:574] : INFO : Epoch 971 | loss: 0.0312095 | val_loss: 0.0312444 | Time: 11689.3 ms [2020-12-21 22:34:18 main:574] : INFO : Epoch 972 | loss: 0.0312192 | val_loss: 0.0311956 | Time: 1514.59 ms [2020-12-21 22:34:20 main:574] : INFO : Epoch 973 | loss: 0.0312346 | val_loss: 0.0312176 | Time: 1533.2 ms [2020-12-21 22:34:21 main:574] : INFO : Epoch 974 | loss: 0.0312042 | val_loss: 0.0311981 | Time: 1578.94 ms [2020-12-21 22:34:23 main:574] : INFO : Epoch 975 | loss: 0.0311999 | val_loss: 0.0311977 | Time: 1494.75 ms [2020-12-21 22:34:24 main:574] : INFO : Epoch 976 | loss: 0.0312007 | val_loss: 0.0311956 | Time: 1510.41 ms [2020-12-21 22:34:26 main:574] : INFO : Epoch 977 | loss: 0.031204 | val_loss: 0.0311969 | Time: 1553.41 ms [2020-12-21 22:34:28 main:574] : INFO : Epoch 978 | loss: 0.0312042 | val_loss: 0.031198 | Time: 1516.07 ms [2020-12-21 22:34:29 main:574] : INFO : Epoch 979 | loss: 0.0312022 | val_loss: 0.0311953 | Time: 1525.99 ms [2020-12-21 22:34:31 main:574] : INFO : Epoch 980 | loss: 0.031206 | val_loss: 0.0312097 | Time: 1553.93 ms [2020-12-21 22:34:33 main:574] : INFO : Epoch 981 | loss: 0.031206 | val_loss: 0.0311954 | Time: 1520.32 ms [2020-12-21 22:34:34 main:574] : INFO : Epoch 982 | loss: 0.0312013 | val_loss: 0.0311965 | Time: 1528.07 ms [2020-12-21 22:34:36 main:574] : INFO : Epoch 983 | loss: 0.0312014 | val_loss: 0.0312263 | Time: 1566.8 ms [2020-12-21 22:34:37 main:574] : INFO : Epoch 984 | loss: 0.03123 | val_loss: 0.0312036 | Time: 1546.56 ms [2020-12-21 22:34:39 main:574] : INFO : Epoch 985 | loss: 0.0312216 | val_loss: 0.0311966 | Time: 1537.4 ms [2020-12-21 22:34:41 main:574] : INFO : Epoch 986 | loss: 0.031201 | val_loss: 0.0311957 | Time: 1543.45 ms [2020-12-21 22:34:42 main:574] : INFO : Epoch 987 | loss: 0.0312077 | val_loss: 0.0312104 | Time: 1560.89 ms [2020-12-21 22:34:44 main:574] : INFO : Epoch 988 | loss: 0.0312054 | val_loss: 0.0311976 | Time: 1526.09 ms [2020-12-21 22:34:45 main:574] : INFO : Epoch 989 | loss: 0.0312004 | val_loss: 0.031197 | Time: 1521.01 ms [2020-12-21 22:34:47 main:574] : INFO : Epoch 990 | loss: 0.031204 | val_loss: 0.0312152 | Time: 1557.88 ms [2020-12-21 22:34:48 main:574] : INFO : Epoch 991 | loss: 0.0312046 | val_loss: 0.0311972 | Time: 1536.89 ms [2020-12-21 22:34:50 main:574] : INFO : Epoch 992 | loss: 0.0312145 | val_loss: 0.0312487 | Time: 1561.68 ms [2020-12-21 22:34:52 main:574] : INFO : Epoch 993 | loss: 0.0312315 | val_loss: 0.0311973 | Time: 1561.14 ms [2020-12-21 22:34:53 main:574] : INFO : Epoch 994 | loss: 0.0312063 | val_loss: 0.0312002 | Time: 1494.2 ms [2020-12-21 22:34:55 main:574] : INFO : Epoch 995 | loss: 0.0312032 | val_loss: 0.0311954 | Time: 1536.87 ms [2020-12-21 22:34:56 main:574] : INFO : Epoch 996 | loss: 0.0312018 | val_loss: 0.0311956 | Time: 1528.55 ms [2020-12-21 22:34:58 main:574] : INFO : Epoch 997 | loss: 0.0311996 | val_loss: 0.0311945 | Time: 1510.03 ms [2020-12-21 22:35:00 main:574] : INFO : Epoch 998 | loss: 0.0311985 | val_loss: 0.0311948 | Time: 1541.18 ms [2020-12-21 22:35:01 main:574] : INFO : Epoch 999 | loss: 0.031204 | val_loss: 0.0311947 | Time: 1575.85 ms [2020-12-21 22:35:03 main:574] : INFO : Epoch 1000 | loss: 0.0312089 | val_loss: 0.0312114 | Time: 1539.41 ms [2020-12-21 22:35:04 main:574] : INFO : Epoch 1001 | loss: 0.0312044 | val_loss: 0.0312043 | Time: 1547.97 ms [2020-12-21 22:35:06 main:574] : INFO : Epoch 1002 | loss: 0.0312019 | val_loss: 0.0311954 | Time: 1524.82 ms [2020-12-21 22:35:18 main:574] : INFO : Epoch 1003 | loss: 0.0312152 | val_loss: 0.0312417 | Time: 11529.1 ms [2020-12-21 22:35:19 main:574] : INFO : Epoch 1004 | loss: 0.0312091 | val_loss: 0.0311943 | Time: 1516.8 ms [2020-12-21 22:35:21 main:574] : INFO : Epoch 1005 | loss: 0.0312035 | val_loss: 0.0311995 | Time: 1522.31 ms [2020-12-21 22:35:22 main:574] : INFO : Epoch 1006 | loss: 0.0312045 | val_loss: 0.0311981 | Time: 1534.99 ms [2020-12-21 22:35:24 main:574] : INFO : Epoch 1007 | loss: 0.0312082 | val_loss: 0.0311983 | Time: 1520.5 ms [2020-12-21 22:35:26 main:574] : INFO : Epoch 1008 | loss: 0.0312112 | val_loss: 0.0312259 | Time: 1533.41 ms [2020-12-21 22:35:27 main:574] : INFO : Epoch 1009 | loss: 0.0312066 | val_loss: 0.0311965 | Time: 1526.39 ms [2020-12-21 22:35:29 main:574] : INFO : Epoch 1010 | loss: 0.0311987 | val_loss: 0.0311991 | Time: 1513.4 ms [2020-12-21 22:35:30 main:574] : INFO : Epoch 1011 | loss: 0.0312075 | val_loss: 0.0312051 | Time: 1513.88 ms [2020-12-21 22:35:32 main:574] : INFO : Epoch 1012 | loss: 0.0312058 | val_loss: 0.0312077 | Time: 1537 ms [2020-12-21 22:35:34 main:574] : INFO : Epoch 1013 | loss: 0.0312104 | val_loss: 0.031206 | Time: 1507.87 ms [2020-12-21 22:35:35 main:574] : INFO : Epoch 1014 | loss: 0.0312102 | val_loss: 0.0311941 | Time: 1613.66 ms [2020-12-21 22:35:37 main:574] : INFO : Epoch 1015 | loss: 0.0312008 | val_loss: 0.0312007 | Time: 1537.97 ms [2020-12-21 22:35:38 main:574] : INFO : Epoch 1016 | loss: 0.0312039 | val_loss: 0.0312009 | Time: 1491 ms [2020-12-21 22:35:40 main:574] : INFO : Epoch 1017 | loss: 0.0312006 | val_loss: 0.031202 | Time: 1520.67 ms [2020-12-21 22:35:42 main:574] : INFO : Epoch 1018 | loss: 0.0312023 | val_loss: 0.0311972 | Time: 1527.43 ms [2020-12-21 22:35:43 main:574] : INFO : Epoch 1019 | loss: 0.0312014 | val_loss: 0.0311969 | Time: 1487.44 ms [2020-12-21 22:35:45 main:574] : INFO : Epoch 1020 | loss: 0.0312032 | val_loss: 0.0311981 | Time: 1533.84 ms [2020-12-21 22:35:46 main:574] : INFO : Epoch 1021 | loss: 0.0311998 | val_loss: 0.031195 | Time: 1528.5 ms [2020-12-21 22:35:48 main:574] : INFO : Epoch 1022 | loss: 0.0311983 | val_loss: 0.0311981 | Time: 1511.92 ms [2020-12-21 22:35:49 main:574] : INFO : Epoch 1023 | loss: 0.0312014 | val_loss: 0.031196 | Time: 1531.78 ms [2020-12-21 22:35:51 main:574] : INFO : Epoch 1024 | loss: 0.0311994 | val_loss: 0.0311983 | Time: 1541.36 ms [2020-12-21 22:35:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311983 [2020-12-21 22:35:51 main:603] : INFO : Saving end state to config to file [2020-12-21 22:35:51 main:608] : INFO : Success, exiting.. 22:35:51 (13420): 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)