Task 3742794
| Name | ParityModified-1606530700-6502-14_0 |
| Workunit | 1923100 |
| Created | 20 Jan 2021, 11:32:02 UTC |
| Sent | 22 Jan 2021, 12:28:04 UTC |
| Report deadline | 29 Jan 2021, 12:28:04 UTC |
| Received | 22 Jan 2021, 15:39:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 27 min 41 sec |
| CPU time | 27 min 4 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0311595 | val_loss: 0.0311772 | Time: 1619.47 ms
[2021-01-22 07:25:21 main:574] : INFO : Epoch 515 | loss: 0.0311611 | val_loss: 0.0311758 | Time: 1728.65 ms
[2021-01-22 07:25:23 main:574] : INFO : Epoch 516 | loss: 0.0311629 | val_loss: 0.0311784 | Time: 1785.89 ms
[2021-01-22 07:25:25 main:574] : INFO : Epoch 517 | loss: 0.0311608 | val_loss: 0.0311767 | Time: 1931.96 ms
[2021-01-22 07:25:27 main:574] : INFO : Epoch 518 | loss: 0.031161 | val_loss: 0.0311791 | Time: 1989.74 ms
[2021-01-22 07:25:29 main:574] : INFO : Epoch 519 | loss: 0.0311616 | val_loss: 0.0311772 | Time: 2030.71 ms
[2021-01-22 07:25:31 main:574] : INFO : Epoch 520 | loss: 0.0311617 | val_loss: 0.0311773 | Time: 1657.05 ms
[2021-01-22 07:25:33 main:574] : INFO : Epoch 521 | loss: 0.0311603 | val_loss: 0.0311813 | Time: 1717.87 ms
[2021-01-22 07:25:34 main:574] : INFO : Epoch 522 | loss: 0.0311605 | val_loss: 0.0311794 | Time: 1766.53 ms
[2021-01-22 07:25:36 main:574] : INFO : Epoch 523 | loss: 0.0311627 | val_loss: 0.0311807 | Time: 1757.22 ms
[2021-01-22 07:25:38 main:574] : INFO : Epoch 524 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 1589.89 ms
[2021-01-22 07:25:39 main:574] : INFO : Epoch 525 | loss: 0.0311626 | val_loss: 0.0311755 | Time: 1566.29 ms
[2021-01-22 07:25:41 main:574] : INFO : Epoch 526 | loss: 0.0311623 | val_loss: 0.0311796 | Time: 1598.25 ms
[2021-01-22 07:25:43 main:574] : INFO : Epoch 527 | loss: 0.0311609 | val_loss: 0.0311748 | Time: 1622.15 ms
[2021-01-22 07:25:44 main:574] : INFO : Epoch 528 | loss: 0.0311597 | val_loss: 0.0311784 | Time: 1624 ms
[2021-01-22 07:25:46 main:574] : INFO : Epoch 529 | loss: 0.03116 | val_loss: 0.0311774 | Time: 1586.17 ms
[2021-01-22 07:25:47 main:574] : INFO : Epoch 530 | loss: 0.0311637 | val_loss: 0.0311748 | Time: 1564.78 ms
[2021-01-22 07:25:49 main:574] : INFO : Epoch 531 | loss: 0.031164 | val_loss: 0.0311739 | Time: 1559.57 ms
[2021-01-22 07:25:51 main:574] : INFO : Epoch 532 | loss: 0.0311639 | val_loss: 0.0311751 | Time: 1582.8 ms
[2021-01-22 07:25:52 main:574] : INFO : Epoch 533 | loss: 0.0311606 | val_loss: 0.0311744 | Time: 1578.16 ms
[2021-01-22 07:25:54 main:574] : INFO : Epoch 534 | loss: 0.0311598 | val_loss: 0.0311755 | Time: 1576.33 ms
[2021-01-22 07:25:55 main:574] : INFO : Epoch 535 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 1668.39 ms
[2021-01-22 07:25:57 main:574] : INFO : Epoch 536 | loss: 0.0311618 | val_loss: 0.0311781 | Time: 1565.02 ms
[2021-01-22 07:25:59 main:574] : INFO : Epoch 537 | loss: 0.0311612 | val_loss: 0.0311786 | Time: 1599.55 ms
[2021-01-22 07:26:00 main:574] : INFO : Epoch 538 | loss: 0.0311644 | val_loss: 0.0311785 | Time: 1588.55 ms
[2021-01-22 07:26:02 main:574] : INFO : Epoch 539 | loss: 0.0311629 | val_loss: 0.0311739 | Time: 1571.4 ms
[2021-01-22 07:26:03 main:574] : INFO : Epoch 540 | loss: 0.0311634 | val_loss: 0.0311801 | Time: 1566.51 ms
[2021-01-22 07:26:05 main:574] : INFO : Epoch 541 | loss: 0.0311632 | val_loss: 0.0311762 | Time: 1596.56 ms
[2021-01-22 07:26:07 main:574] : INFO : Epoch 542 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 1575.3 ms
[2021-01-22 07:26:08 main:574] : INFO : Epoch 543 | loss: 0.0311639 | val_loss: 0.031176 | Time: 1620.5 ms
[2021-01-22 07:26:10 main:574] : INFO : Epoch 544 | loss: 0.0311617 | val_loss: 0.0311758 | Time: 1605.61 ms
[2021-01-22 07:26:11 main:574] : INFO : Epoch 545 | loss: 0.0311608 | val_loss: 0.031175 | Time: 1616.34 ms
[2021-01-22 07:26:13 main:574] : INFO : Epoch 546 | loss: 0.0311609 | val_loss: 0.0311764 | Time: 1593.87 ms
[2021-01-22 07:26:15 main:574] : INFO : Epoch 547 | loss: 0.0311616 | val_loss: 0.031176 | Time: 1722.05 ms
[2021-01-22 07:26:16 main:574] : INFO : Epoch 548 | loss: 0.0311609 | val_loss: 0.0311761 | Time: 1553.37 ms
[2021-01-22 07:26:18 main:574] : INFO : Epoch 549 | loss: 0.0311606 | val_loss: 0.0311729 | Time: 1588.72 ms
[2021-01-22 07:26:20 main:574] : INFO : Epoch 550 | loss: 0.031161 | val_loss: 0.0311754 | Time: 1574.4 ms
[2021-01-22 07:26:21 main:574] : INFO : Epoch 551 | loss: 0.0311623 | val_loss: 0.0311755 | Time: 1609.83 ms
[2021-01-22 07:26:23 main:574] : INFO : Epoch 552 | loss: 0.031162 | val_loss: 0.0311744 | Time: 1585.26 ms
[2021-01-22 07:26:24 main:574] : INFO : Epoch 553 | loss: 0.0311636 | val_loss: 0.0311732 | Time: 1585.71 ms
[2021-01-22 07:26:26 main:574] : INFO : Epoch 554 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 1588.31 ms
[2021-01-22 07:26:28 main:574] : INFO : Epoch 555 | loss: 0.0311629 | val_loss: 0.031173 | Time: 1616.75 ms
[2021-01-22 07:26:29 main:574] : INFO : Epoch 556 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 1600.45 ms
[2021-01-22 07:26:31 main:574] : INFO : Epoch 557 | loss: 0.031163 | val_loss: 0.0311733 | Time: 1542.58 ms
[2021-01-22 07:26:32 main:574] : INFO : Epoch 558 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 1604.43 ms
[2021-01-22 07:26:34 main:574] : INFO : Epoch 559 | loss: 0.0311609 | val_loss: 0.0311717 | Time: 1629.61 ms
[2021-01-22 07:26:36 main:574] : INFO : Epoch 560 | loss: 0.0311607 | val_loss: 0.031174 | Time: 1597.66 ms
[2021-01-22 07:26:37 main:574] : INFO : Epoch 561 | loss: 0.0311592 | val_loss: 0.0311715 | Time: 1625.62 ms
[2021-01-22 07:26:39 main:574] : INFO : Epoch 562 | loss: 0.0311592 | val_loss: 0.0311704 | Time: 1562 ms
[2021-01-22 07:26:40 main:574] : INFO : Epoch 563 | loss: 0.0311625 | val_loss: 0.0311811 | Time: 1541.75 ms
[2021-01-22 07:26:42 main:574] : INFO : Epoch 564 | loss: 0.0311623 | val_loss: 0.0311767 | Time: 1539.5 ms
[2021-01-22 07:26:43 main:574] : INFO : Epoch 565 | loss: 0.031159 | val_loss: 0.0311743 | Time: 1560.35 ms
[2021-01-22 07:26:45 main:574] : INFO : Epoch 566 | loss: 0.0311583 | val_loss: 0.0311732 | Time: 1577.88 ms
[2021-01-22 07:26:47 main:574] : INFO : Epoch 567 | loss: 0.0311574 | val_loss: 0.0311742 | Time: 1562.94 ms
[2021-01-22 07:26:48 main:574] : INFO : Epoch 568 | loss: 0.031158 | val_loss: 0.0311748 | Time: 1543.2 ms
[2021-01-22 07:26:50 main:574] : INFO : Epoch 569 | loss: 0.0311569 | val_loss: 0.0311736 | Time: 1591.23 ms
[2021-01-22 07:26:51 main:574] : INFO : Epoch 570 | loss: 0.0311564 | val_loss: 0.031173 | Time: 1590.47 ms
[2021-01-22 07:26:53 main:574] : INFO : Epoch 571 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 1584.5 ms
[2021-01-22 07:26:55 main:574] : INFO : Epoch 572 | loss: 0.0311557 | val_loss: 0.0311753 | Time: 1578.54 ms
[2021-01-22 07:26:56 main:574] : INFO : Epoch 573 | loss: 0.0311583 | val_loss: 0.0311716 | Time: 1599.97 ms
[2021-01-22 07:26:58 main:574] : INFO : Epoch 574 | loss: 0.0311592 | val_loss: 0.0311753 | Time: 1533.04 ms
[2021-01-22 07:26:59 main:574] : INFO : Epoch 575 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 1537.85 ms
[2021-01-22 07:27:01 main:574] : INFO : Epoch 576 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 1581.79 ms
[2021-01-22 07:27:02 main:574] : INFO : Epoch 577 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 1574.58 ms
[2021-01-22 07:27:04 main:574] : INFO : Epoch 578 | loss: 0.0311733 | val_loss: 0.0311811 | Time: 1603.03 ms
[2021-01-22 07:27:06 main:574] : INFO : Epoch 579 | loss: 0.031173 | val_loss: 0.0311779 | Time: 1552.97 ms
[2021-01-22 07:27:07 main:574] : INFO : Epoch 580 | loss: 0.0311737 | val_loss: 0.0311877 | Time: 1549.54 ms
[2021-01-22 07:27:09 main:574] : INFO : Epoch 581 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 1578.48 ms
[2021-01-22 07:27:10 main:574] : INFO : Epoch 582 | loss: 0.0311735 | val_loss: 0.0311783 | Time: 1580.72 ms
[2021-01-22 07:27:12 main:574] : INFO : Epoch 583 | loss: 0.0311729 | val_loss: 0.0311825 | Time: 1570.28 ms
[2021-01-22 07:27:14 main:574] : INFO : Epoch 584 | loss: 0.031173 | val_loss: 0.0311761 | Time: 1635 ms
[2021-01-22 07:27:15 main:574] : INFO : Epoch 585 | loss: 0.0311746 | val_loss: 0.0311779 | Time: 1616.45 ms
[2021-01-22 07:27:17 main:574] : INFO : Epoch 586 | loss: 0.0311745 | val_loss: 0.0311847 | Time: 1563.31 ms
[2021-01-22 07:27:18 main:574] : INFO : Epoch 587 | loss: 0.0311788 | val_loss: 0.0311845 | Time: 1610.96 ms
[2021-01-22 07:27:20 main:574] : INFO : Epoch 588 | loss: 0.0311792 | val_loss: 0.0311885 | Time: 1578.12 ms
[2021-01-22 07:27:22 main:574] : INFO : Epoch 589 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 1590.06 ms
[2021-01-22 07:27:23 main:574] : INFO : Epoch 590 | loss: 0.0311786 | val_loss: 0.0311889 | Time: 1573.1 ms
[2021-01-22 07:27:25 main:574] : INFO : Epoch 591 | loss: 0.031183 | val_loss: 0.0311889 | Time: 1559.76 ms
[2021-01-22 07:27:26 main:574] : INFO : Epoch 592 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 1609.81 ms
[2021-01-22 07:27:28 main:574] : INFO : Epoch 593 | loss: 0.0311837 | val_loss: 0.03119 | Time: 1636.13 ms
[2021-01-22 07:27:30 main:574] : INFO : Epoch 594 | loss: 0.0311817 | val_loss: 0.0311846 | Time: 1582.46 ms
[2021-01-22 07:27:31 main:574] : INFO : Epoch 595 | loss: 0.0311802 | val_loss: 0.0311885 | Time: 1563.89 ms
[2021-01-22 07:27:33 main:574] : INFO : Epoch 596 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 1607.52 ms
[2021-01-22 07:27:34 main:574] : INFO : Epoch 597 | loss: 0.031191 | val_loss: 0.0311845 | Time: 1527.52 ms
[2021-01-22 07:27:36 main:574] : INFO : Epoch 598 | loss: 0.0311856 | val_loss: 0.0311846 | Time: 1606.07 ms
[2021-01-22 07:27:38 main:574] : INFO : Epoch 599 | loss: 0.0311847 | val_loss: 0.0311816 | Time: 1546.16 ms
[2021-01-22 07:27:39 main:574] : INFO : Epoch 600 | loss: 0.0311859 | val_loss: 0.031182 | Time: 1591.22 ms
[2021-01-22 07:27:41 main:574] : INFO : Epoch 601 | loss: 0.0311817 | val_loss: 0.031182 | Time: 1622.19 ms
[2021-01-22 07:27:42 main:574] : INFO : Epoch 602 | loss: 0.0311812 | val_loss: 0.031184 | Time: 1563.71 ms
[2021-01-22 07:27:44 main:574] : INFO : Epoch 603 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 1583.15 ms
[2021-01-22 07:27:46 main:574] : INFO : Epoch 604 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 1596.67 ms
[2021-01-22 07:27:47 main:574] : INFO : Epoch 605 | loss: 0.0311789 | val_loss: 0.0311771 | Time: 1570.27 ms
[2021-01-22 07:27:49 main:574] : INFO : Epoch 606 | loss: 0.0311766 | val_loss: 0.0311771 | Time: 1538.14 ms
[2021-01-22 07:27:50 main:574] : INFO : Epoch 607 | loss: 0.0311771 | val_loss: 0.031177 | Time: 1569.4 ms
[2021-01-22 07:27:52 main:574] : INFO : Epoch 608 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 1579.37 ms
[2021-01-22 07:27:53 main:574] : INFO : Epoch 609 | loss: 0.0311765 | val_loss: 0.03118 | Time: 1580.41 ms
[2021-01-22 07:27:55 main:574] : INFO : Epoch 610 | loss: 0.0311774 | val_loss: 0.0311804 | Time: 1578.21 ms
[2021-01-22 07:27:57 main:574] : INFO : Epoch 611 | loss: 0.0311767 | val_loss: 0.031182 | Time: 1556.36 ms
[2021-01-22 07:27:58 main:574] : INFO : Epoch 612 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 1586.43 ms
[2021-01-22 07:28:00 main:574] : INFO : Epoch 613 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 1574.76 ms
[2021-01-22 07:28:01 main:574] : INFO : Epoch 614 | loss: 0.031177 | val_loss: 0.0311795 | Time: 1585.14 ms
[2021-01-22 07:28:03 main:574] : INFO : Epoch 615 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 1565.54 ms
[2021-01-22 07:28:05 main:574] : INFO : Epoch 616 | loss: 0.0311732 | val_loss: 0.0311783 | Time: 1578.88 ms
[2021-01-22 07:28:06 main:574] : INFO : Epoch 617 | loss: 0.0311744 | val_loss: 0.0311838 | Time: 1621.5 ms
[2021-01-22 07:28:08 main:574] : INFO : Epoch 618 | loss: 0.0311757 | val_loss: 0.0311831 | Time: 1577.27 ms
[2021-01-22 07:28:09 main:574] : INFO : Epoch 619 | loss: 0.0311733 | val_loss: 0.03118 | Time: 1595.64 ms
[2021-01-22 07:28:11 main:574] : INFO : Epoch 620 | loss: 0.0311727 | val_loss: 0.0311809 | Time: 1587.99 ms
[2021-01-22 07:28:13 main:574] : INFO : Epoch 621 | loss: 0.0311715 | val_loss: 0.031179 | Time: 1614.24 ms
[2021-01-22 07:28:14 main:574] : INFO : Epoch 622 | loss: 0.031172 | val_loss: 0.0311796 | Time: 1605.14 ms
[2021-01-22 07:28:16 main:574] : INFO : Epoch 623 | loss: 0.0311707 | val_loss: 0.0311789 | Time: 1595.67 ms
[2021-01-22 07:28:17 main:574] : INFO : Epoch 624 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 1566.31 ms
[2021-01-22 07:28:19 main:574] : INFO : Epoch 625 | loss: 0.031171 | val_loss: 0.0311799 | Time: 1578.92 ms
[2021-01-22 07:28:21 main:574] : INFO : Epoch 626 | loss: 0.0311713 | val_loss: 0.0311802 | Time: 1580.47 ms
[2021-01-22 07:28:22 main:574] : INFO : Epoch 627 | loss: 0.0311718 | val_loss: 0.0311801 | Time: 1581.45 ms
[2021-01-22 07:28:24 main:574] : INFO : Epoch 628 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 1603.35 ms
[2021-01-22 07:28:25 main:574] : INFO : Epoch 629 | loss: 0.0311719 | val_loss: 0.0311779 | Time: 1582.52 ms
[2021-01-22 07:28:27 main:574] : INFO : Epoch 630 | loss: 0.0311701 | val_loss: 0.031182 | Time: 1581.79 ms
[2021-01-22 07:28:29 main:574] : INFO : Epoch 631 | loss: 0.0311702 | val_loss: 0.0311805 | Time: 1610.19 ms
[2021-01-22 07:28:30 main:574] : INFO : Epoch 632 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 1581.81 ms
[2021-01-22 07:28:32 main:574] : INFO : Epoch 633 | loss: 0.0311693 | val_loss: 0.0311801 | Time: 1589.65 ms
[2021-01-22 07:28:33 main:574] : INFO : Epoch 634 | loss: 0.0311699 | val_loss: 0.0311806 | Time: 1567.69 ms
[2021-01-22 07:28:35 main:574] : INFO : Epoch 635 | loss: 0.0311744 | val_loss: 0.031181 | Time: 1577.98 ms
[2021-01-22 07:28:37 main:574] : INFO : Epoch 636 | loss: 0.0311753 | val_loss: 0.031181 | Time: 1561.8 ms
[2021-01-22 07:28:38 main:574] : INFO : Epoch 637 | loss: 0.0311765 | val_loss: 0.0311853 | Time: 1576.66 ms
[2021-01-22 07:28:40 main:574] : INFO : Epoch 638 | loss: 0.0311768 | val_loss: 0.031182 | Time: 1571.52 ms
[2021-01-22 07:28:41 main:574] : INFO : Epoch 639 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 1548.2 ms
[2021-01-22 07:28:43 main:574] : INFO : Epoch 640 | loss: 0.0311742 | val_loss: 0.0311804 | Time: 1582.13 ms
[2021-01-22 07:28:44 main:574] : INFO : Epoch 641 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 1527.82 ms
[2021-01-22 07:28:46 main:574] : INFO : Epoch 642 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 1551.01 ms
[2021-01-22 07:28:48 main:574] : INFO : Epoch 643 | loss: 0.0311729 | val_loss: 0.0311837 | Time: 1628.92 ms
[2021-01-22 07:28:49 main:574] : INFO : Epoch 644 | loss: 0.0311726 | val_loss: 0.0311857 | Time: 1589.81 ms
[2021-01-22 07:28:51 main:574] : INFO : Epoch 645 | loss: 0.031172 | val_loss: 0.0311794 | Time: 1629.24 ms
[2021-01-22 07:28:53 main:574] : INFO : Epoch 646 | loss: 0.0311724 | val_loss: 0.0311858 | Time: 1691.47 ms
[2021-01-22 07:28:54 main:574] : INFO : Epoch 647 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 1654.78 ms
[2021-01-22 07:28:56 main:574] : INFO : Epoch 648 | loss: 0.0311706 | val_loss: 0.031182 | Time: 1650.26 ms
[2021-01-22 07:28:57 main:574] : INFO : Epoch 649 | loss: 0.0311708 | val_loss: 0.0311798 | Time: 1640.43 ms
[2021-01-22 07:28:59 main:574] : INFO : Epoch 650 | loss: 0.031174 | val_loss: 0.0311859 | Time: 1661.98 ms
[2021-01-22 07:29:01 main:574] : INFO : Epoch 651 | loss: 0.0311746 | val_loss: 0.0311874 | Time: 1684.55 ms
[2021-01-22 07:29:03 main:574] : INFO : Epoch 652 | loss: 0.0311716 | val_loss: 0.0311823 | Time: 1748.38 ms
[2021-01-22 07:29:04 main:574] : INFO : Epoch 653 | loss: 0.0311709 | val_loss: 0.0311816 | Time: 1729.69 ms
[2021-01-22 07:29:06 main:574] : INFO : Epoch 654 | loss: 0.0311714 | val_loss: 0.0311864 | Time: 1675.38 ms
[2021-01-22 07:29:08 main:574] : INFO : Epoch 655 | loss: 0.0311728 | val_loss: 0.0311835 | Time: 1645.2 ms
[2021-01-22 07:29:09 main:574] : INFO : Epoch 656 | loss: 0.0311709 | val_loss: 0.0311816 | Time: 1681.93 ms
[2021-01-22 07:29:11 main:574] : INFO : Epoch 657 | loss: 0.0311729 | val_loss: 0.0311822 | Time: 1679.22 ms
[2021-01-22 07:29:13 main:574] : INFO : Epoch 658 | loss: 0.0311717 | val_loss: 0.031183 | Time: 1719.12 ms
[2021-01-22 07:29:14 main:574] : INFO : Epoch 659 | loss: 0.031171 | val_loss: 0.0311811 | Time: 1646.23 ms
[2021-01-22 07:29:16 main:574] : INFO : Epoch 660 | loss: 0.0311695 | val_loss: 0.0311835 | Time: 1723.04 ms
[2021-01-22 07:29:18 main:574] : INFO : Epoch 661 | loss: 0.0311724 | val_loss: 0.0311932 | Time: 1574.35 ms
[2021-01-22 07:29:19 main:574] : INFO : Epoch 662 | loss: 0.0311767 | val_loss: 0.0311883 | Time: 1612.76 ms
[2021-01-22 07:29:21 main:574] : INFO : Epoch 663 | loss: 0.0311717 | val_loss: 0.0311834 | Time: 1616.14 ms
[2021-01-22 07:29:23 main:574] : INFO : Epoch 664 | loss: 0.0311718 | val_loss: 0.031185 | Time: 1627.38 ms
[2021-01-22 07:29:24 main:574] : INFO : Epoch 665 | loss: 0.0311706 | val_loss: 0.0311875 | Time: 1586.91 ms
[2021-01-22 07:29:26 main:574] : INFO : Epoch 666 | loss: 0.031175 | val_loss: 0.0311915 | Time: 1582.66 ms
[2021-01-22 07:29:27 main:574] : INFO : Epoch 667 | loss: 0.0311738 | val_loss: 0.0311866 | Time: 1557.34 ms
[2021-01-22 07:29:29 main:574] : INFO : Epoch 668 | loss: 0.0311705 | val_loss: 0.0311833 | Time: 1586.35 ms
[2021-01-22 07:29:31 main:574] : INFO : Epoch 669 | loss: 0.0311705 | val_loss: 0.0311824 | Time: 1564.3 ms
[2021-01-22 07:29:32 main:574] : INFO : Epoch 670 | loss: 0.0311698 | val_loss: 0.0311838 | Time: 1580.24 ms
[2021-01-22 07:29:34 main:574] : INFO : Epoch 671 | loss: 0.0311693 | val_loss: 0.0311824 | Time: 1555.97 ms
[2021-01-22 07:29:35 main:574] : INFO : Epoch 672 | loss: 0.0311692 | val_loss: 0.0311819 | Time: 1563.41 ms
[2021-01-22 07:29:37 main:574] : INFO : Epoch 673 | loss: 0.0311685 | val_loss: 0.0311816 | Time: 1597.57 ms
[2021-01-22 07:29:39 main:574] : INFO : Epoch 674 | loss: 0.0311701 | val_loss: 0.0311857 | Time: 1603.3 ms
[2021-01-22 07:29:40 main:574] : INFO : Epoch 675 | loss: 0.0311708 | val_loss: 0.0311844 | Time: 1542.86 ms
[2021-01-22 07:29:42 main:574] : INFO : Epoch 676 | loss: 0.0311709 | val_loss: 0.0311878 | Time: 1570.23 ms
[2021-01-22 07:29:43 main:574] : INFO : Epoch 677 | loss: 0.0311699 | val_loss: 0.0311841 | Time: 1597.8 ms
[2021-01-22 07:29:45 main:574] : INFO : Epoch 678 | loss: 0.03117 | val_loss: 0.0311838 | Time: 1551.99 ms
[2021-01-22 07:29:46 main:574] : INFO : Epoch 679 | loss: 0.0311697 | val_loss: 0.0311848 | Time: 1550.43 ms
[2021-01-22 07:29:48 main:574] : INFO : Epoch 680 | loss: 0.0311695 | val_loss: 0.031181 | Time: 1551.75 ms
[2021-01-22 07:29:50 main:574] : INFO : Epoch 681 | loss: 0.0311718 | val_loss: 0.0311841 | Time: 1574.48 ms
[2021-01-22 07:29:51 main:574] : INFO : Epoch 682 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 1560.66 ms
[2021-01-22 07:29:53 main:574] : INFO : Epoch 683 | loss: 0.0311719 | val_loss: 0.0311819 | Time: 1547.99 ms
[2021-01-22 07:29:54 main:574] : INFO : Epoch 684 | loss: 0.0311704 | val_loss: 0.0311857 | Time: 1547.89 ms
[2021-01-22 07:29:56 main:574] : INFO : Epoch 685 | loss: 0.0311699 | val_loss: 0.0311826 | Time: 1576.57 ms
[2021-01-22 07:29:57 main:574] : INFO : Epoch 686 | loss: 0.0311695 | val_loss: 0.0311846 | Time: 1563.8 ms
[2021-01-22 07:29:59 main:574] : INFO : Epoch 687 | loss: 0.0311722 | val_loss: 0.0311825 | Time: 1555.7 ms
[2021-01-22 07:30:01 main:574] : INFO : Epoch 688 | loss: 0.0311776 | val_loss: 0.0311813 | Time: 1611.66 ms
[2021-01-22 07:30:02 main:574] : INFO : Epoch 689 | loss: 0.0311781 | val_loss: 0.0311842 | Time: 1621.65 ms
[2021-01-22 07:30:04 main:574] : INFO : Epoch 690 | loss: 0.0311771 | val_loss: 0.0311842 | Time: 1582.58 ms
[2021-01-22 07:30:05 main:574] : INFO : Epoch 691 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 1598.16 ms
[2021-01-22 07:30:07 main:574] : INFO : Epoch 692 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 1550.97 ms
[2021-01-22 07:30:09 main:574] : INFO : Epoch 693 | loss: 0.0311747 | val_loss: 0.0311864 | Time: 1604.85 ms
[2021-01-22 07:30:10 main:574] : INFO : Epoch 694 | loss: 0.0311748 | val_loss: 0.0311846 | Time: 1606.02 ms
[2021-01-22 07:30:12 main:574] : INFO : Epoch 695 | loss: 0.0311757 | val_loss: 0.0311876 | Time: 1553.12 ms
[2021-01-22 07:30:13 main:574] : INFO : Epoch 696 | loss: 0.0311755 | val_loss: 0.0311855 | Time: 1611.82 ms
[2021-01-22 07:30:15 main:574] : INFO : Epoch 697 | loss: 0.031174 | val_loss: 0.0311863 | Time: 1632.72 ms
[2021-01-22 07:30:17 main:574] : INFO : Epoch 698 | loss: 0.0311773 | val_loss: 0.0311874 | Time: 1613.28 ms
[2021-01-22 07:30:18 main:574] : INFO : Epoch 699 | loss: 0.0311764 | val_loss: 0.0311872 | Time: 1548.5 ms
[2021-01-22 07:30:20 main:574] : INFO : Epoch 700 | loss: 0.0311765 | val_loss: 0.0311854 | Time: 1599.35 ms
[2021-01-22 07:30:21 main:574] : INFO : Epoch 701 | loss: 0.0311731 | val_loss: 0.0311823 | Time: 1595.45 ms
[2021-01-22 07:30:23 main:574] : INFO : Epoch 702 | loss: 0.0311727 | val_loss: 0.0311834 | Time: 1606.13 ms
[2021-01-22 07:30:25 main:574] : INFO : Epoch 703 | loss: 0.031173 | val_loss: 0.0311839 | Time: 1549.45 ms
[2021-01-22 07:30:26 main:574] : INFO : Epoch 704 | loss: 0.0311735 | val_loss: 0.0311838 | Time: 1547.51 ms
[2021-01-22 07:30:28 main:574] : INFO : Epoch 705 | loss: 0.0311776 | val_loss: 0.0311928 | Time: 1582.06 ms
[2021-01-22 07:30:29 main:574] : INFO : Epoch 706 | loss: 0.0311728 | val_loss: 0.031183 | Time: 1606.54 ms
[2021-01-22 07:30:31 main:574] : INFO : Epoch 707 | loss: 0.0311704 | val_loss: 0.0311823 | Time: 1580.61 ms
[2021-01-22 07:30:33 main:574] : INFO : Epoch 708 | loss: 0.0311709 | val_loss: 0.0311825 | Time: 1613.47 ms
[2021-01-22 07:30:34 main:574] : INFO : Epoch 709 | loss: 0.0311722 | val_loss: 0.0311862 | Time: 1613.69 ms
[2021-01-22 07:30:36 main:574] : INFO : Epoch 710 | loss: 0.0311722 | val_loss: 0.0311829 | Time: 1581.16 ms
[2021-01-22 07:30:37 main:574] : INFO : Epoch 711 | loss: 0.0311715 | val_loss: 0.031188 | Time: 1608.43 ms
[2021-01-22 07:30:39 main:574] : INFO : Epoch 712 | loss: 0.031173 | val_loss: 0.031193 | Time: 1614.17 ms
[2021-01-22 07:30:41 main:574] : INFO : Epoch 713 | loss: 0.0311773 | val_loss: 0.0311905 | Time: 1557.49 ms
[2021-01-22 07:30:42 main:574] : INFO : Epoch 714 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 1555 ms
[2021-01-22 07:30:44 main:574] : INFO : Epoch 715 | loss: 0.0311696 | val_loss: 0.0311826 | Time: 1567.04 ms
[2021-01-22 07:30:45 main:574] : INFO : Epoch 716 | loss: 0.0311727 | val_loss: 0.0311839 | Time: 1600.65 ms
[2021-01-22 07:30:47 main:574] : INFO : Epoch 717 | loss: 0.0311732 | val_loss: 0.0311848 | Time: 1561.71 ms
[2021-01-22 07:30:49 main:574] : INFO : Epoch 718 | loss: 0.0311725 | val_loss: 0.0311862 | Time: 1585.34 ms
[2021-01-22 07:30:50 main:574] : INFO : Epoch 719 | loss: 0.0311711 | val_loss: 0.0311836 | Time: 1571.56 ms
[2021-01-22 07:30:52 main:574] : INFO : Epoch 720 | loss: 0.03117 | val_loss: 0.0311834 | Time: 1584.1 ms
[2021-01-22 07:30:53 main:574] : INFO : Epoch 721 | loss: 0.031171 | val_loss: 0.0311832 | Time: 1560 ms
[2021-01-22 07:30:55 main:574] : INFO : Epoch 722 | loss: 0.0311725 | val_loss: 0.0311843 | Time: 1566.98 ms
[2021-01-22 07:30:56 main:574] : INFO : Epoch 723 | loss: 0.0311705 | val_loss: 0.0311851 | Time: 1576.37 ms
[2021-01-22 07:30:58 main:574] : INFO : Epoch 724 | loss: 0.0311709 | val_loss: 0.0311867 | Time: 1558.15 ms
[2021-01-22 07:31:00 main:574] : INFO : Epoch 725 | loss: 0.0311692 | val_loss: 0.0311822 | Time: 1584.53 ms
[2021-01-22 07:31:01 main:574] : INFO : Epoch 726 | loss: 0.0311705 | val_loss: 0.0311841 | Time: 1593.31 ms
[2021-01-22 07:31:03 main:574] : INFO : Epoch 727 | loss: 0.0311708 | val_loss: 0.031186 | Time: 1551.78 ms
[2021-01-22 07:31:04 main:574] : INFO : Epoch 728 | loss: 0.0311694 | val_loss: 0.0311839 | Time: 1538.87 ms
[2021-01-22 07:31:06 main:574] : INFO : Epoch 729 | loss: 0.03117 | val_loss: 0.0311895 | Time: 1570.22 ms
[2021-01-22 07:31:08 main:574] : INFO : Epoch 730 | loss: 0.0311727 | val_loss: 0.031184 | Time: 1558.02 ms
[2021-01-22 07:31:09 main:574] : INFO : Epoch 731 | loss: 0.031169 | val_loss: 0.031186 | Time: 1621.4 ms
[2021-01-22 07:31:11 main:574] : INFO : Epoch 732 | loss: 0.0311687 | val_loss: 0.0311843 | Time: 1576.93 ms
[2021-01-22 07:31:12 main:574] : INFO : Epoch 733 | loss: 0.031168 | val_loss: 0.0311827 | Time: 1573.84 ms
[2021-01-22 07:31:14 main:574] : INFO : Epoch 734 | loss: 0.0311685 | val_loss: 0.0311845 | Time: 1543.3 ms
[2021-01-22 07:31:16 main:574] : INFO : Epoch 735 | loss: 0.0311684 | val_loss: 0.0311811 | Time: 1628.92 ms
[2021-01-22 07:31:17 main:574] : INFO : Epoch 736 | loss: 0.0311681 | val_loss: 0.0311837 | Time: 1623.69 ms
[2021-01-22 07:31:19 main:574] : INFO : Epoch 737 | loss: 0.0311693 | val_loss: 0.0311836 | Time: 1542.06 ms
[2021-01-22 07:31:20 main:574] : INFO : Epoch 738 | loss: 0.0311701 | val_loss: 0.0311829 | Time: 1568.34 ms
[2021-01-22 07:31:22 main:574] : INFO : Epoch 739 | loss: 0.0311697 | val_loss: 0.0311835 | Time: 1602.86 ms
[2021-01-22 07:31:23 main:574] : INFO : Epoch 740 | loss: 0.031169 | val_loss: 0.0311818 | Time: 1582.73 ms
[2021-01-22 07:31:25 main:574] : INFO : Epoch 741 | loss: 0.0311687 | val_loss: 0.0311825 | Time: 1580.18 ms
[2021-01-22 07:31:27 main:574] : INFO : Epoch 742 | loss: 0.0311689 | val_loss: 0.0311811 | Time: 1552.1 ms
[2021-01-22 07:31:28 main:574] : INFO : Epoch 743 | loss: 0.0311683 | val_loss: 0.0311822 | Time: 1574.01 ms
[2021-01-22 07:31:30 main:574] : INFO : Epoch 744 | loss: 0.0311689 | val_loss: 0.0311824 | Time: 1608.92 ms
[2021-01-22 07:31:31 main:574] : INFO : Epoch 745 | loss: 0.031169 | val_loss: 0.031183 | Time: 1608.91 ms
[2021-01-22 07:31:33 main:574] : INFO : Epoch 746 | loss: 0.0311673 | val_loss: 0.0311828 | Time: 1559.9 ms
[2021-01-22 07:31:35 main:574] : INFO : Epoch 747 | loss: 0.031167 | val_loss: 0.0311843 | Time: 1625.14 ms
[2021-01-22 07:31:36 main:574] : INFO : Epoch 748 | loss: 0.0311675 | val_loss: 0.0311847 | Time: 1601.28 ms
[2021-01-22 07:31:38 main:574] : INFO : Epoch 749 | loss: 0.0311684 | val_loss: 0.0311845 | Time: 1564.18 ms
[2021-01-22 07:31:39 main:574] : INFO : Epoch 750 | loss: 0.0311707 | val_loss: 0.0311843 | Time: 1537.95 ms
[2021-01-22 07:31:41 main:574] : INFO : Epoch 751 | loss: 0.0311666 | val_loss: 0.0311848 | Time: 1578.45 ms
[2021-01-22 07:31:43 main:574] : INFO : Epoch 752 | loss: 0.0311657 | val_loss: 0.0311829 | Time: 1567.3 ms
[2021-01-22 07:31:44 main:574] : INFO : Epoch 753 | loss: 0.0311672 | val_loss: 0.0311845 | Time: 1565.85 ms
[2021-01-22 07:31:46 main:574] : INFO : Epoch 754 | loss: 0.0311675 | val_loss: 0.0311865 | Time: 1596.47 ms
[2021-01-22 07:31:47 main:574] : INFO : Epoch 755 | loss: 0.0311677 | val_loss: 0.0311871 | Time: 1598.89 ms
[2021-01-22 07:31:49 main:574] : INFO : Epoch 756 | loss: 0.0311659 | val_loss: 0.0311939 | Time: 1558.83 ms
[2021-01-22 07:31:51 main:574] : INFO : Epoch 757 | loss: 0.0311683 | val_loss: 0.031186 | Time: 1581.89 ms
[2021-01-22 07:31:52 main:574] : INFO : Epoch 758 | loss: 0.0311669 | val_loss: 0.031183 | Time: 1566.99 ms
[2021-01-22 07:31:54 main:574] : INFO : Epoch 759 | loss: 0.0311676 | val_loss: 0.0311831 | Time: 1549.3 ms
[2021-01-22 07:31:55 main:574] : INFO : Epoch 760 | loss: 0.0311686 | val_loss: 0.0311818 | Time: 1592.87 ms
[2021-01-22 07:31:57 main:574] : INFO : Epoch 761 | loss: 0.0311663 | val_loss: 0.0311842 | Time: 1604.25 ms
[2021-01-22 07:31:58 main:574] : INFO : Epoch 762 | loss: 0.0311653 | val_loss: 0.0311835 | Time: 1573.39 ms
[2021-01-22 07:32:00 main:574] : INFO : Epoch 763 | loss: 0.0311665 | val_loss: 0.0311861 | Time: 1576.38 ms
[2021-01-22 07:32:02 main:574] : INFO : Epoch 764 | loss: 0.0311671 | val_loss: 0.031184 | Time: 1546.78 ms
[2021-01-22 07:32:03 main:574] : INFO : Epoch 765 | loss: 0.0311691 | val_loss: 0.0311869 | Time: 1525.07 ms
[2021-01-22 07:32:05 main:574] : INFO : Epoch 766 | loss: 0.0311672 | val_loss: 0.0311862 | Time: 1571.39 ms
[2021-01-22 07:32:06 main:574] : INFO : Epoch 767 | loss: 0.0311683 | val_loss: 0.0311852 | Time: 1546.74 ms
[2021-01-22 07:32:08 main:574] : INFO : Epoch 768 | loss: 0.0311672 | val_loss: 0.0311848 | Time: 1576.21 ms
[2021-01-22 07:32:10 main:574] : INFO : Epoch 769 | loss: 0.0311661 | val_loss: 0.0311839 | Time: 1596.88 ms
[2021-01-22 07:32:11 main:574] : INFO : Epoch 770 | loss: 0.0311661 | val_loss: 0.0311852 | Time: 1593.24 ms
[2021-01-22 07:32:13 main:574] : INFO : Epoch 771 | loss: 0.0311659 | val_loss: 0.0311854 | Time: 1575.26 ms
[2021-01-22 07:32:14 main:574] : INFO : Epoch 772 | loss: 0.0311661 | val_loss: 0.0311864 | Time: 1600.3 ms
[2021-01-22 07:32:16 main:574] : INFO : Epoch 773 | loss: 0.0311662 | val_loss: 0.031186 | Time: 1633.58 ms
[2021-01-22 07:32:18 main:574] : INFO : Epoch 774 | loss: 0.0311687 | val_loss: 0.0311866 | Time: 1620.61 ms
[2021-01-22 07:32:19 main:574] : INFO : Epoch 775 | loss: 0.0311671 | val_loss: 0.0311867 | Time: 1569.69 ms
[2021-01-22 07:32:21 main:574] : INFO : Epoch 776 | loss: 0.0311653 | val_loss: 0.0311861 | Time: 1566.17 ms
[2021-01-22 07:32:22 main:574] : INFO : Epoch 777 | loss: 0.0311654 | val_loss: 0.0311872 | Time: 1603.93 ms
[2021-01-22 07:32:24 main:574] : INFO : Epoch 778 | loss: 0.0311647 | val_loss: 0.0311867 | Time: 1570.51 ms
[2021-01-22 07:32:26 main:574] : INFO : Epoch 779 | loss: 0.031165 | val_loss: 0.0311868 | Time: 1585.71 ms
[2021-01-22 07:32:27 main:574] : INFO : Epoch 780 | loss: 0.0311654 | val_loss: 0.0311862 | Time: 1567.09 ms
[2021-01-22 07:32:29 main:574] : INFO : Epoch 781 | loss: 0.0311655 | val_loss: 0.0311859 | Time: 1574.81 ms
[2021-01-22 07:32:30 main:574] : INFO : Epoch 782 | loss: 0.0311648 | val_loss: 0.0311862 | Time: 1595.43 ms
[2021-01-22 07:32:32 main:574] : INFO : Epoch 783 | loss: 0.0311637 | val_loss: 0.0311857 | Time: 1586.02 ms
[2021-01-22 07:32:33 main:574] : INFO : Epoch 784 | loss: 0.0311638 | val_loss: 0.0311859 | Time: 1599.75 ms
[2021-01-22 07:32:35 main:574] : INFO : Epoch 785 | loss: 0.0311647 | val_loss: 0.0311896 | Time: 1648.37 ms
[2021-01-22 07:32:37 main:574] : INFO : Epoch 786 | loss: 0.0311645 | val_loss: 0.0311851 | Time: 1727.97 ms
[2021-01-22 07:32:39 main:574] : INFO : Epoch 787 | loss: 0.0311639 | val_loss: 0.0311831 | Time: 1614.98 ms
[2021-01-22 07:32:40 main:574] : INFO : Epoch 788 | loss: 0.0311628 | val_loss: 0.0311836 | Time: 1583.45 ms
[2021-01-22 07:32:42 main:574] : INFO : Epoch 789 | loss: 0.0311654 | val_loss: 0.031183 | Time: 1592.23 ms
[2021-01-22 07:32:43 main:574] : INFO : Epoch 790 | loss: 0.0311633 | val_loss: 0.0311839 | Time: 1586.57 ms
[2021-01-22 07:32:45 main:574] : INFO : Epoch 791 | loss: 0.0311643 | val_loss: 0.0311852 | Time: 1609.31 ms
[2021-01-22 07:32:47 main:574] : INFO : Epoch 792 | loss: 0.0311649 | val_loss: 0.0311853 | Time: 1582.89 ms
[2021-01-22 07:32:48 main:574] : INFO : Epoch 793 | loss: 0.031164 | val_loss: 0.0311808 | Time: 1554.73 ms
[2021-01-22 07:32:50 main:574] : INFO : Epoch 794 | loss: 0.0311651 | val_loss: 0.0311827 | Time: 1536.86 ms
[2021-01-22 07:32:51 main:574] : INFO : Epoch 795 | loss: 0.0311653 | val_loss: 0.0311851 | Time: 1559.55 ms
[2021-01-22 07:32:53 main:574] : INFO : Epoch 796 | loss: 0.0311655 | val_loss: 0.0311815 | Time: 1587.18 ms
[2021-01-22 07:32:54 main:574] : INFO : Epoch 797 | loss: 0.0311662 | val_loss: 0.0311887 | Time: 1588.65 ms
[2021-01-22 07:32:56 main:574] : INFO : Epoch 798 | loss: 0.0311676 | val_loss: 0.0311833 | Time: 1571.72 ms
[2021-01-22 07:32:58 main:574] : INFO : Epoch 799 | loss: 0.0311667 | val_loss: 0.0311821 | Time: 1578.75 ms
[2021-01-22 07:32:59 main:574] : INFO : Epoch 800 | loss: 0.0311668 | val_loss: 0.0311829 | Time: 1576.03 ms
[2021-01-22 07:33:01 main:574] : INFO : Epoch 801 | loss: 0.031166 | val_loss: 0.031183 | Time: 1596.08 ms
[2021-01-22 07:33:02 main:574] : INFO : Epoch 802 | loss: 0.031165 | val_loss: 0.0311851 | Time: 1570.75 ms
[2021-01-22 07:33:04 main:574] : INFO : Epoch 803 | loss: 0.0311647 | val_loss: 0.0311834 | Time: 1582.1 ms
[2021-01-22 07:33:06 main:574] : INFO : Epoch 804 | loss: 0.0311641 | val_loss: 0.0311836 | Time: 1593.38 ms
[2021-01-22 07:33:07 main:574] : INFO : Epoch 805 | loss: 0.0311634 | val_loss: 0.031181 | Time: 1591.68 ms
[2021-01-22 07:33:09 main:574] : INFO : Epoch 806 | loss: 0.0311639 | val_loss: 0.0311844 | Time: 1602.17 ms
[2021-01-22 07:33:10 main:574] : INFO : Epoch 807 | loss: 0.0311658 | val_loss: 0.0311812 | Time: 1549.34 ms
[2021-01-22 07:33:12 main:574] : INFO : Epoch 808 | loss: 0.0311694 | val_loss: 0.0311865 | Time: 1574.39 ms
[2021-01-22 07:33:14 main:574] : INFO : Epoch 809 | loss: 0.031169 | val_loss: 0.0311878 | Time: 1595.53 ms
[2021-01-22 07:33:15 main:574] : INFO : Epoch 810 | loss: 0.0311692 | val_loss: 0.0311825 | Time: 1598.94 ms
[2021-01-22 07:33:17 main:574] : INFO : Epoch 811 | loss: 0.031166 | val_loss: 0.0311817 | Time: 1594.41 ms
[2021-01-22 07:33:18 main:574] : INFO : Epoch 812 | loss: 0.0311656 | val_loss: 0.0311817 | Time: 1595.38 ms
[2021-01-22 07:33:20 main:574] : INFO : Epoch 813 | loss: 0.0311648 | val_loss: 0.0311816 | Time: 1567.4 ms
[2021-01-22 07:33:21 main:574] : INFO : Epoch 814 | loss: 0.0311654 | val_loss: 0.0311837 | Time: 1560.43 ms
[2021-01-22 07:33:23 main:574] : INFO : Epoch 815 | loss: 0.0311667 | val_loss: 0.031182 | Time: 1579.4 ms
[2021-01-22 07:33:25 main:574] : INFO : Epoch 816 | loss: 0.0311653 | val_loss: 0.0311875 | Time: 1577.67 ms
[2021-01-22 07:33:26 main:574] : INFO : Epoch 817 | loss: 0.0311681 | val_loss: 0.0311931 | Time: 1558.73 ms
[2021-01-22 07:33:28 main:574] : INFO : Epoch 818 | loss: 0.031165 | val_loss: 0.0311813 | Time: 1567.22 ms
[2021-01-22 07:33:29 main:574] : INFO : Epoch 819 | loss: 0.0311635 | val_loss: 0.031185 | Time: 1579.81 ms
[2021-01-22 07:33:31 main:574] : INFO : Epoch 820 | loss: 0.0311643 | val_loss: 0.031182 | Time: 1598.49 ms
[2021-01-22 07:33:33 main:574] : INFO : Epoch 821 | loss: 0.0311648 | val_loss: 0.0311841 | Time: 1530.37 ms
[2021-01-22 07:33:34 main:574] : INFO : Epoch 822 | loss: 0.0311642 | val_loss: 0.0311818 | Time: 1596.49 ms
[2021-01-22 07:33:36 main:574] : INFO : Epoch 823 | loss: 0.0311643 | val_loss: 0.031186 | Time: 1577.7 ms
[2021-01-22 07:33:37 main:574] : INFO : Epoch 824 | loss: 0.0311668 | val_loss: 0.0311831 | Time: 1585.53 ms
[2021-01-22 07:33:39 main:574] : INFO : Epoch 825 | loss: 0.0311661 | val_loss: 0.0311839 | Time: 1575.44 ms
[2021-01-22 07:33:41 main:574] : INFO : Epoch 826 | loss: 0.0311659 | val_loss: 0.0311866 | Time: 1597.89 ms
[2021-01-22 07:33:42 main:574] : INFO : Epoch 827 | loss: 0.0311677 | val_loss: 0.031187 | Time: 1615.3 ms
[2021-01-22 07:33:44 main:574] : INFO : Epoch 828 | loss: 0.031167 | val_loss: 0.0311858 | Time: 1582.14 ms
[2021-01-22 07:33:45 main:574] : INFO : Epoch 829 | loss: 0.0311671 | val_loss: 0.0311916 | Time: 1588.24 ms
[2021-01-22 07:33:47 main:574] : INFO : Epoch 830 | loss: 0.0311687 | val_loss: 0.0311894 | Time: 1560.68 ms
[2021-01-22 07:33:49 main:574] : INFO : Epoch 831 | loss: 0.0311686 | val_loss: 0.0311842 | Time: 1602.18 ms
[2021-01-22 07:33:50 main:574] : INFO : Epoch 832 | loss: 0.0311647 | val_loss: 0.0311844 | Time: 1570.44 ms
[2021-01-22 07:33:52 main:574] : INFO : Epoch 833 | loss: 0.0311658 | val_loss: 0.0311827 | Time: 1583.89 ms
[2021-01-22 07:33:53 main:574] : INFO : Epoch 834 | loss: 0.0311664 | val_loss: 0.0311849 | Time: 1585.92 ms
[2021-01-22 07:33:55 main:574] : INFO : Epoch 835 | loss: 0.0311669 | val_loss: 0.0311861 | Time: 1573.72 ms
[2021-01-22 07:33:56 main:574] : INFO : Epoch 836 | loss: 0.0311679 | val_loss: 0.0311847 | Time: 1572.44 ms
[2021-01-22 07:33:58 main:574] : INFO : Epoch 837 | loss: 0.0311692 | val_loss: 0.0311864 | Time: 1571.55 ms
[2021-01-22 07:34:00 main:574] : INFO : Epoch 838 | loss: 0.0311709 | val_loss: 0.0311915 | Time: 1592.08 ms
[2021-01-22 07:34:01 main:574] : INFO : Epoch 839 | loss: 0.0311696 | val_loss: 0.0311849 | Time: 1581.31 ms
[2021-01-22 07:34:03 main:574] : INFO : Epoch 840 | loss: 0.0311677 | val_loss: 0.0311883 | Time: 1550.14 ms
[2021-01-22 07:34:04 main:574] : INFO : Epoch 841 | loss: 0.0311701 | val_loss: 0.0311914 | Time: 1601.46 ms
[2021-01-22 07:34:06 main:574] : INFO : Epoch 842 | loss: 0.0311666 | val_loss: 0.0311882 | Time: 1576.72 ms
[2021-01-22 07:34:08 main:574] : INFO : Epoch 843 | loss: 0.0311664 | val_loss: 0.0311872 | Time: 1574.81 ms
[2021-01-22 07:34:09 main:574] : INFO : Epoch 844 | loss: 0.0311684 | val_loss: 0.0311879 | Time: 1616.67 ms
[2021-01-22 07:34:11 main:574] : INFO : Epoch 845 | loss: 0.0311653 | val_loss: 0.031188 | Time: 1575.98 ms
[2021-01-22 07:34:12 main:574] : INFO : Epoch 846 | loss: 0.0311652 | val_loss: 0.0311898 | Time: 1563.87 ms
[2021-01-22 07:34:14 main:574] : INFO : Epoch 847 | loss: 0.0311651 | val_loss: 0.0311903 | Time: 1575.58 ms
[2021-01-22 07:34:16 main:574] : INFO : Epoch 848 | loss: 0.0311646 | val_loss: 0.0311878 | Time: 1585.2 ms
[2021-01-22 07:34:17 main:574] : INFO : Epoch 849 | loss: 0.0311648 | val_loss: 0.0311904 | Time: 1565.07 ms
[2021-01-22 07:34:19 main:574] : INFO : Epoch 850 | loss: 0.0311642 | val_loss: 0.0311899 | Time: 1575.87 ms
[2021-01-22 07:34:20 main:574] : INFO : Epoch 851 | loss: 0.0311638 | val_loss: 0.0311881 | Time: 1589.5 ms
[2021-01-22 07:34:22 main:574] : INFO : Epoch 852 | loss: 0.0311646 | val_loss: 0.03119 | Time: 1555.24 ms
[2021-01-22 07:34:23 main:574] : INFO : Epoch 853 | loss: 0.0311717 | val_loss: 0.0311884 | Time: 1591.7 ms
[2021-01-22 07:34:25 main:574] : INFO : Epoch 854 | loss: 0.0311748 | val_loss: 0.0311908 | Time: 1584.47 ms
[2021-01-22 07:34:27 main:574] : INFO : Epoch 855 | loss: 0.0311692 | val_loss: 0.0311858 | Time: 1569.1 ms
[2021-01-22 07:34:28 main:574] : INFO : Epoch 856 | loss: 0.0311686 | val_loss: 0.0311848 | Time: 1552.34 ms
[2021-01-22 07:34:30 main:574] : INFO : Epoch 857 | loss: 0.0311689 | val_loss: 0.0311869 | Time: 1591.45 ms
[2021-01-22 07:34:31 main:574] : INFO : Epoch 858 | loss: 0.0311688 | val_loss: 0.0311856 | Time: 1582.7 ms
[2021-01-22 07:34:33 main:574] : INFO : Epoch 859 | loss: 0.0311689 | val_loss: 0.0311864 | Time: 1573.09 ms
[2021-01-22 07:34:35 main:574] : INFO : Epoch 860 | loss: 0.0311699 | val_loss: 0.0311872 | Time: 1593.11 ms
[2021-01-22 07:34:36 main:574] : INFO : Epoch 861 | loss: 0.0311686 | val_loss: 0.0311845 | Time: 1628.06 ms
[2021-01-22 07:34:38 main:574] : INFO : Epoch 862 | loss: 0.0311697 | val_loss: 0.0311906 | Time: 1750.43 ms
[2021-01-22 07:34:40 main:574] : INFO : Epoch 863 | loss: 0.0311671 | val_loss: 0.0311876 | Time: 1611.54 ms
[2021-01-22 07:34:41 main:574] : INFO : Epoch 864 | loss: 0.0311658 | val_loss: 0.0311858 | Time: 1588.56 ms
[2021-01-22 07:34:43 main:574] : INFO : Epoch 865 | loss: 0.0311651 | val_loss: 0.0311837 | Time: 1636.87 ms
[2021-01-22 07:34:44 main:574] : INFO : Epoch 866 | loss: 0.0311659 | val_loss: 0.031191 | Time: 1586.61 ms
[2021-01-22 07:34:46 main:574] : INFO : Epoch 867 | loss: 0.0311674 | val_loss: 0.0311865 | Time: 1586.33 ms
[2021-01-22 07:34:48 main:574] : INFO : Epoch 868 | loss: 0.0311659 | val_loss: 0.0311874 | Time: 1577.82 ms
[2021-01-22 07:34:49 main:574] : INFO : Epoch 869 | loss: 0.0311654 | val_loss: 0.0311865 | Time: 1575.59 ms
[2021-01-22 07:34:51 main:574] : INFO : Epoch 870 | loss: 0.0311648 | val_loss: 0.0311861 | Time: 1577.72 ms
[2021-01-22 07:34:52 main:574] : INFO : Epoch 871 | loss: 0.0311651 | val_loss: 0.0311871 | Time: 1556.27 ms
[2021-01-22 07:34:54 main:574] : INFO : Epoch 872 | loss: 0.0311641 | val_loss: 0.0311852 | Time: 1568.18 ms
[2021-01-22 07:34:56 main:574] : INFO : Epoch 873 | loss: 0.0311648 | val_loss: 0.0311848 | Time: 1563.51 ms
[2021-01-22 07:34:57 main:574] : INFO : Epoch 874 | loss: 0.0311649 | val_loss: 0.0311862 | Time: 1572.15 ms
[2021-01-22 07:34:59 main:574] : INFO : Epoch 875 | loss: 0.0311638 | val_loss: 0.0311866 | Time: 1584.81 ms
[2021-01-22 07:35:00 main:574] : INFO : Epoch 876 | loss: 0.0311655 | val_loss: 0.0311906 | Time: 1577.05 ms
[2021-01-22 07:35:02 main:574] : INFO : Epoch 877 | loss: 0.0311643 | val_loss: 0.031193 | Time: 1574.01 ms
[2021-01-22 07:35:03 main:574] : INFO : Epoch 878 | loss: 0.0311642 | val_loss: 0.0311904 | Time: 1572.39 ms
[2021-01-22 07:35:05 main:574] : INFO : Epoch 879 | loss: 0.0311638 | val_loss: 0.0311914 | Time: 1592.7 ms
[2021-01-22 07:35:07 main:574] : INFO : Epoch 880 | loss: 0.0311642 | val_loss: 0.0311877 | Time: 1583.52 ms
[2021-01-22 07:35:08 main:574] : INFO : Epoch 881 | loss: 0.031163 | val_loss: 0.0311885 | Time: 1552.51 ms
[2021-01-22 07:35:10 main:574] : INFO : Epoch 882 | loss: 0.031164 | val_loss: 0.031192 | Time: 1593.77 ms
[2021-01-22 07:35:11 main:574] : INFO : Epoch 883 | loss: 0.0311643 | val_loss: 0.0311856 | Time: 1583.76 ms
[2021-01-22 07:35:13 main:574] : INFO : Epoch 884 | loss: 0.031163 | val_loss: 0.0311877 | Time: 1569.62 ms
[2021-01-22 07:35:15 main:574] : INFO : Epoch 885 | loss: 0.0311631 | val_loss: 0.0311882 | Time: 1592.28 ms
[2021-01-22 07:35:16 main:574] : INFO : Epoch 886 | loss: 0.0311641 | val_loss: 0.0311869 | Time: 1596.91 ms
[2021-01-22 07:35:18 main:574] : INFO : Epoch 887 | loss: 0.0311633 | val_loss: 0.0311894 | Time: 1608.77 ms
[2021-01-22 07:35:20 main:574] : INFO : Epoch 888 | loss: 0.0311637 | val_loss: 0.0311888 | Time: 1654 ms
[2021-01-22 07:35:21 main:574] : INFO : Epoch 889 | loss: 0.0311643 | val_loss: 0.0311896 | Time: 1619.91 ms
[2021-01-22 07:35:23 main:574] : INFO : Epoch 890 | loss: 0.031165 | val_loss: 0.0311902 | Time: 1636.92 ms
[2021-01-22 07:35:25 main:574] : INFO : Epoch 891 | loss: 0.0311644 | val_loss: 0.0311881 | Time: 1716.52 ms
[2021-01-22 07:35:26 main:574] : INFO : Epoch 892 | loss: 0.0311706 | val_loss: 0.0311914 | Time: 1617.83 ms
[2021-01-22 07:35:28 main:574] : INFO : Epoch 893 | loss: 0.0311701 | val_loss: 0.0311904 | Time: 1612.16 ms
[2021-01-22 07:35:30 main:574] : INFO : Epoch 894 | loss: 0.0311703 | val_loss: 0.0311926 | Time: 1743.49 ms
[2021-01-22 07:35:31 main:574] : INFO : Epoch 895 | loss: 0.0311679 | val_loss: 0.0311894 | Time: 1697.15 ms
[2021-01-22 07:35:33 main:574] : INFO : Epoch 896 | loss: 0.0311673 | val_loss: 0.0311851 | Time: 1631.03 ms
[2021-01-22 07:35:35 main:574] : INFO : Epoch 897 | loss: 0.0311664 | val_loss: 0.0311907 | Time: 1782.68 ms
[2021-01-22 07:35:36 main:574] : INFO : Epoch 898 | loss: 0.0311664 | val_loss: 0.0311872 | Time: 1652.84 ms
[2021-01-22 07:35:38 main:574] : INFO : Epoch 899 | loss: 0.0311673 | val_loss: 0.0311892 | Time: 1591.25 ms
[2021-01-22 07:35:40 main:574] : INFO : Epoch 900 | loss: 0.0311793 | val_loss: 0.0311955 | Time: 1610.51 ms
[2021-01-22 07:35:41 main:574] : INFO : Epoch 901 | loss: 0.0352822 | val_loss: 0.0370694 | Time: 1614 ms
[2021-01-22 07:35:43 main:574] : INFO : Epoch 902 | loss: 0.0341788 | val_loss: 0.0317266 | Time: 1581.13 ms
[2021-01-22 07:35:44 main:574] : INFO : Epoch 903 | loss: 0.0315768 | val_loss: 0.0312625 | Time: 1596.94 ms
[2021-01-22 07:35:46 main:574] : INFO : Epoch 904 | loss: 0.0312505 | val_loss: 0.0312046 | Time: 1614.85 ms
[2021-01-22 07:35:48 main:574] : INFO : Epoch 905 | loss: 0.0311993 | val_loss: 0.0311911 | Time: 1638.28 ms
[2021-01-22 07:35:49 main:574] : INFO : Epoch 906 | loss: 0.0311881 | val_loss: 0.0311868 | Time: 1659.46 ms
[2021-01-22 07:35:51 main:574] : INFO : Epoch 907 | loss: 0.031184 | val_loss: 0.0311863 | Time: 1785.25 ms
[2021-01-22 07:35:53 main:574] : INFO : Epoch 908 | loss: 0.0311823 | val_loss: 0.0311864 | Time: 1668.77 ms
[2021-01-22 07:35:54 main:574] : INFO : Epoch 909 | loss: 0.0311818 | val_loss: 0.0311859 | Time: 1579.53 ms
[2021-01-22 07:35:56 main:574] : INFO : Epoch 910 | loss: 0.0311799 | val_loss: 0.0311843 | Time: 1595.74 ms
[2021-01-22 07:35:58 main:574] : INFO : Epoch 911 | loss: 0.0311792 | val_loss: 0.0311831 | Time: 1596.44 ms
[2021-01-22 07:35:59 main:574] : INFO : Epoch 912 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 1618.04 ms
[2021-01-22 07:36:01 main:574] : INFO : Epoch 913 | loss: 0.0311763 | val_loss: 0.0311836 | Time: 1570.42 ms
[2021-01-22 07:36:02 main:574] : INFO : Epoch 914 | loss: 0.0311763 | val_loss: 0.0311833 | Time: 1577.48 ms
[2021-01-22 07:36:04 main:574] : INFO : Epoch 915 | loss: 0.0311752 | val_loss: 0.0311821 | Time: 1604.98 ms
[2021-01-22 07:36:06 main:574] : INFO : Epoch 916 | loss: 0.0311747 | val_loss: 0.0311854 | Time: 1669.46 ms
[2021-01-22 07:36:07 main:574] : INFO : Epoch 917 | loss: 0.0311741 | val_loss: 0.0311822 | Time: 1711.07 ms
[2021-01-22 07:36:09 main:574] : INFO : Epoch 918 | loss: 0.031174 | val_loss: 0.0311842 | Time: 1632.23 ms
[2021-01-22 07:36:11 main:574] : INFO : Epoch 919 | loss: 0.0311735 | val_loss: 0.0311826 | Time: 1749.48 ms
[2021-01-22 07:36:12 main:574] : INFO : Epoch 920 | loss: 0.0311723 | val_loss: 0.0311818 | Time: 1624.16 ms
[2021-01-22 07:36:14 main:574] : INFO : Epoch 921 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 1579 ms
[2021-01-22 07:36:16 main:574] : INFO : Epoch 922 | loss: 0.0311742 | val_loss: 0.0311837 | Time: 1636.67 ms
[2021-01-22 07:36:17 main:574] : INFO : Epoch 923 | loss: 0.0311716 | val_loss: 0.0311808 | Time: 1608.54 ms
[2021-01-22 07:36:19 main:574] : INFO : Epoch 924 | loss: 0.0311715 | val_loss: 0.0311813 | Time: 1597.05 ms
[2021-01-22 07:36:20 main:574] : INFO : Epoch 925 | loss: 0.0311707 | val_loss: 0.031182 | Time: 1580.91 ms
[2021-01-22 07:36:22 main:574] : INFO : Epoch 926 | loss: 0.0311707 | val_loss: 0.031184 | Time: 1600.8 ms
[2021-01-22 07:36:24 main:574] : INFO : Epoch 927 | loss: 0.0311703 | val_loss: 0.0311814 | Time: 1597.84 ms
[2021-01-22 07:36:25 main:574] : INFO : Epoch 928 | loss: 0.0311697 | val_loss: 0.031183 | Time: 1588.73 ms
[2021-01-22 07:36:27 main:574] : INFO : Epoch 929 | loss: 0.0311691 | val_loss: 0.0311825 | Time: 1575.96 ms
[2021-01-22 07:36:29 main:574] : INFO : Epoch 930 | loss: 0.0311689 | val_loss: 0.0311814 | Time: 1592.02 ms
[2021-01-22 07:36:30 main:574] : INFO : Epoch 931 | loss: 0.0311683 | val_loss: 0.0311827 | Time: 1558.24 ms
[2021-01-22 07:36:32 main:574] : INFO : Epoch 932 | loss: 0.031168 | val_loss: 0.0311818 | Time: 1579.56 ms
[2021-01-22 07:36:33 main:574] : INFO : Epoch 933 | loss: 0.0311677 | val_loss: 0.0311813 | Time: 1569.28 ms
[2021-01-22 07:36:35 main:574] : INFO : Epoch 934 | loss: 0.0311677 | val_loss: 0.0311822 | Time: 1593.38 ms
[2021-01-22 07:36:36 main:574] : INFO : Epoch 935 | loss: 0.0311679 | val_loss: 0.0311821 | Time: 1557.19 ms
[2021-01-22 07:36:38 main:574] : INFO : Epoch 936 | loss: 0.031167 | val_loss: 0.031182 | Time: 1602.3 ms
[2021-01-22 07:36:40 main:574] : INFO : Epoch 937 | loss: 0.0311671 | val_loss: 0.0311878 | Time: 1558.35 ms
[2021-01-22 07:36:41 main:574] : INFO : Epoch 938 | loss: 0.0311698 | val_loss: 0.0311827 | Time: 1567.69 ms
[2021-01-22 07:36:43 main:574] : INFO : Epoch 939 | loss: 0.0311673 | val_loss: 0.0311821 | Time: 1586.31 ms
[2021-01-22 07:36:44 main:574] : INFO : Epoch 940 | loss: 0.031167 | val_loss: 0.0311817 | Time: 1578.16 ms
[2021-01-22 07:36:46 main:574] : INFO : Epoch 941 | loss: 0.0311663 | val_loss: 0.0311824 | Time: 1564.82 ms
[2021-01-22 07:36:47 main:574] : INFO : Epoch 942 | loss: 0.031166 | val_loss: 0.0311823 | Time: 1529.01 ms
[2021-01-22 07:36:49 main:574] : INFO : Epoch 943 | loss: 0.031167 | val_loss: 0.0311818 | Time: 1563.28 ms
[2021-01-22 07:36:51 main:574] : INFO : Epoch 944 | loss: 0.0311666 | val_loss: 0.0311825 | Time: 1585.65 ms
[2021-01-22 07:36:52 main:574] : INFO : Epoch 945 | loss: 0.031167 | val_loss: 0.0311823 | Time: 1583.77 ms
[2021-01-22 07:36:54 main:574] : INFO : Epoch 946 | loss: 0.0311687 | val_loss: 0.0311866 | Time: 1569.68 ms
[2021-01-22 07:36:55 main:574] : INFO : Epoch 947 | loss: 0.0311681 | val_loss: 0.0311837 | Time: 1584.96 ms
[2021-01-22 07:36:57 main:574] : INFO : Epoch 948 | loss: 0.0311675 | val_loss: 0.0311837 | Time: 1589.59 ms
[2021-01-22 07:36:59 main:574] : INFO : Epoch 949 | loss: 0.0311692 | val_loss: 0.0311826 | Time: 1589.62 ms
[2021-01-22 07:37:00 main:574] : INFO : Epoch 950 | loss: 0.0311675 | val_loss: 0.0311813 | Time: 1608.39 ms
[2021-01-22 07:37:02 main:574] : INFO : Epoch 951 | loss: 0.0311677 | val_loss: 0.0311823 | Time: 1602.76 ms
[2021-01-22 07:37:03 main:574] : INFO : Epoch 952 | loss: 0.0311678 | val_loss: 0.0311818 | Time: 1591.26 ms
[2021-01-22 07:37:05 main:574] : INFO : Epoch 953 | loss: 0.0311673 | val_loss: 0.0311826 | Time: 1589.76 ms
[2021-01-22 07:37:07 main:574] : INFO : Epoch 954 | loss: 0.0311674 | val_loss: 0.0311832 | Time: 1592.34 ms
[2021-01-22 07:37:08 main:574] : INFO : Epoch 955 | loss: 0.0311668 | val_loss: 0.0311831 | Time: 1580.41 ms
[2021-01-22 07:37:10 main:574] : INFO : Epoch 956 | loss: 0.031167 | val_loss: 0.0311829 | Time: 1590.59 ms
[2021-01-22 07:37:11 main:574] : INFO : Epoch 957 | loss: 0.0311663 | val_loss: 0.0311808 | Time: 1596.68 ms
[2021-01-22 07:37:13 main:574] : INFO : Epoch 958 | loss: 0.0311663 | val_loss: 0.0311812 | Time: 1576.19 ms
[2021-01-22 07:37:15 main:574] : INFO : Epoch 959 | loss: 0.0311663 | val_loss: 0.0311811 | Time: 1563.78 ms
[2021-01-22 07:37:16 main:574] : INFO : Epoch 960 | loss: 0.0311679 | val_loss: 0.0311834 | Time: 1574.88 ms
[2021-01-22 07:37:18 main:574] : INFO : Epoch 961 | loss: 0.0311669 | val_loss: 0.0311823 | Time: 1614.01 ms
[2021-01-22 07:37:19 main:574] : INFO : Epoch 962 | loss: 0.0311671 | val_loss: 0.031185 | Time: 1572.22 ms
[2021-01-22 07:37:21 main:574] : INFO : Epoch 963 | loss: 0.0311678 | val_loss: 0.0311852 | Time: 1571.07 ms
[2021-01-22 07:37:23 main:574] : INFO : Epoch 964 | loss: 0.0311673 | val_loss: 0.0311834 | Time: 1572.74 ms
[2021-01-22 07:37:24 main:574] : INFO : Epoch 965 | loss: 0.0311659 | val_loss: 0.0311839 | Time: 1583.07 ms
[2021-01-22 07:37:26 main:574] : INFO : Epoch 966 | loss: 0.0311668 | val_loss: 0.0311876 | Time: 1581.19 ms
[2021-01-22 07:37:27 main:574] : INFO : Epoch 967 | loss: 0.0311684 | val_loss: 0.0311855 | Time: 1568.68 ms
[2021-01-22 07:37:29 main:574] : INFO : Epoch 968 | loss: 0.0311671 | val_loss: 0.0311864 | Time: 1583.96 ms
[2021-01-22 07:37:31 main:574] : INFO : Epoch 969 | loss: 0.0311666 | val_loss: 0.031188 | Time: 1644.04 ms
[2021-01-22 07:37:32 main:574] : INFO : Epoch 970 | loss: 0.0311681 | val_loss: 0.0311905 | Time: 1594.77 ms
[2021-01-22 07:37:34 main:574] : INFO : Epoch 971 | loss: 0.031168 | val_loss: 0.0311851 | Time: 1585.54 ms
[2021-01-22 07:37:35 main:574] : INFO : Epoch 972 | loss: 0.0311661 | val_loss: 0.0311866 | Time: 1558.52 ms
[2021-01-22 07:37:37 main:574] : INFO : Epoch 973 | loss: 0.0311688 | val_loss: 0.0311828 | Time: 1588.59 ms
[2021-01-22 07:37:39 main:574] : INFO : Epoch 974 | loss: 0.0311672 | val_loss: 0.0311836 | Time: 1586.78 ms
[2021-01-22 07:37:40 main:574] : INFO : Epoch 975 | loss: 0.0311672 | val_loss: 0.031185 | Time: 1581.12 ms
[2021-01-22 07:37:42 main:574] : INFO : Epoch 976 | loss: 0.0311684 | val_loss: 0.0311866 | Time: 1562.35 ms
[2021-01-22 07:37:43 main:574] : INFO : Epoch 977 | loss: 0.0311684 | val_loss: 0.0311857 | Time: 1582.9 ms
[2021-01-22 07:37:45 main:574] : INFO : Epoch 978 | loss: 0.0311675 | val_loss: 0.0311859 | Time: 1578.62 ms
[2021-01-22 07:37:46 main:574] : INFO : Epoch 979 | loss: 0.0311674 | val_loss: 0.0311852 | Time: 1571.05 ms
[2021-01-22 07:37:48 main:574] : INFO : Epoch 980 | loss: 0.0311663 | val_loss: 0.0311873 | Time: 1574.17 ms
[2021-01-22 07:37:50 main:574] : INFO : Epoch 981 | loss: 0.0311667 | val_loss: 0.0311863 | Time: 1585.82 ms
[2021-01-22 07:37:51 main:574] : INFO : Epoch 982 | loss: 0.0311672 | val_loss: 0.0311851 | Time: 1584.31 ms
[2021-01-22 07:37:53 main:574] : INFO : Epoch 983 | loss: 0.0311659 | val_loss: 0.0311844 | Time: 1583.91 ms
[2021-01-22 07:37:54 main:574] : INFO : Epoch 984 | loss: 0.031166 | val_loss: 0.0311856 | Time: 1566.98 ms
[2021-01-22 07:37:56 main:574] : INFO : Epoch 985 | loss: 0.0311673 | val_loss: 0.0311878 | Time: 1549.38 ms
[2021-01-22 07:37:58 main:574] : INFO : Epoch 986 | loss: 0.0311684 | val_loss: 0.0311881 | Time: 1578.37 ms
[2021-01-22 07:37:59 main:574] : INFO : Epoch 987 | loss: 0.0311664 | val_loss: 0.031184 | Time: 1598.9 ms
[2021-01-22 07:38:01 main:574] : INFO : Epoch 988 | loss: 0.0311653 | val_loss: 0.0311843 | Time: 1569.85 ms
[2021-01-22 07:38:02 main:574] : INFO : Epoch 989 | loss: 0.0311643 | val_loss: 0.0311836 | Time: 1570.38 ms
[2021-01-22 07:38:04 main:574] : INFO : Epoch 990 | loss: 0.0311644 | val_loss: 0.0311846 | Time: 1717.96 ms
[2021-01-22 07:38:06 main:574] : INFO : Epoch 991 | loss: 0.0311643 | val_loss: 0.0311859 | Time: 1570 ms
[2021-01-22 07:38:07 main:574] : INFO : Epoch 992 | loss: 0.0311644 | val_loss: 0.0311833 | Time: 1572.36 ms
[2021-01-22 07:38:09 main:574] : INFO : Epoch 993 | loss: 0.0311642 | val_loss: 0.0311834 | Time: 1595.85 ms
[2021-01-22 07:38:10 main:574] : INFO : Epoch 994 | loss: 0.0311651 | val_loss: 0.0311817 | Time: 1584.13 ms
[2021-01-22 07:38:12 main:574] : INFO : Epoch 995 | loss: 0.031165 | val_loss: 0.031181 | Time: 1568.77 ms
[2021-01-22 07:38:14 main:574] : INFO : Epoch 996 | loss: 0.0311648 | val_loss: 0.0311824 | Time: 1571.48 ms
[2021-01-22 07:38:15 main:574] : INFO : Epoch 997 | loss: 0.0311653 | val_loss: 0.0311846 | Time: 1584.96 ms
[2021-01-22 07:38:17 main:574] : INFO : Epoch 998 | loss: 0.0311711 | val_loss: 0.0311807 | Time: 1574.19 ms
[2021-01-22 07:38:18 main:574] : INFO : Epoch 999 | loss: 0.0311687 | val_loss: 0.0311813 | Time: 1575.34 ms
[2021-01-22 07:38:20 main:574] : INFO : Epoch 1000 | loss: 0.0311674 | val_loss: 0.0311818 | Time: 1543.76 ms
[2021-01-22 07:38:21 main:574] : INFO : Epoch 1001 | loss: 0.0311658 | val_loss: 0.0311817 | Time: 1584.83 ms
[2021-01-22 07:38:23 main:574] : INFO : Epoch 1002 | loss: 0.031167 | val_loss: 0.0311831 | Time: 1568.62 ms
[2021-01-22 07:38:25 main:574] : INFO : Epoch 1003 | loss: 0.0311655 | val_loss: 0.0311831 | Time: 1615.12 ms
[2021-01-22 07:38:26 main:574] : INFO : Epoch 1004 | loss: 0.0311649 | val_loss: 0.031184 | Time: 1554.47 ms
[2021-01-22 07:38:28 main:574] : INFO : Epoch 1005 | loss: 0.0311648 | val_loss: 0.0311856 | Time: 1591.55 ms
[2021-01-22 07:38:29 main:574] : INFO : Epoch 1006 | loss: 0.031166 | val_loss: 0.0311884 | Time: 1598.77 ms
[2021-01-22 07:38:31 main:574] : INFO : Epoch 1007 | loss: 0.031167 | val_loss: 0.0311827 | Time: 1551.99 ms
[2021-01-22 07:38:33 main:574] : INFO : Epoch 1008 | loss: 0.0311678 | val_loss: 0.0311809 | Time: 1561.24 ms
[2021-01-22 07:38:34 main:574] : INFO : Epoch 1009 | loss: 0.0311682 | val_loss: 0.0311795 | Time: 1584.98 ms
[2021-01-22 07:38:36 main:574] : INFO : Epoch 1010 | loss: 0.0311672 | val_loss: 0.0311804 | Time: 1593.35 ms
[2021-01-22 07:38:37 main:574] : INFO : Epoch 1011 | loss: 0.0311655 | val_loss: 0.0311827 | Time: 1598.75 ms
[2021-01-22 07:38:39 main:574] : INFO : Epoch 1012 | loss: 0.0311654 | val_loss: 0.0311803 | Time: 1577.04 ms
[2021-01-22 07:38:41 main:574] : INFO : Epoch 1013 | loss: 0.0311705 | val_loss: 0.0311822 | Time: 1551.77 ms
[2021-01-22 07:38:42 main:574] : INFO : Epoch 1014 | loss: 0.031167 | val_loss: 0.031185 | Time: 1573.04 ms
[2021-01-22 07:38:44 main:574] : INFO : Epoch 1015 | loss: 0.0311697 | val_loss: 0.0311847 | Time: 1608.36 ms
[2021-01-22 07:38:45 main:574] : INFO : Epoch 1016 | loss: 0.031169 | val_loss: 0.0311819 | Time: 1619.56 ms
[2021-01-22 07:38:47 main:574] : INFO : Epoch 1017 | loss: 0.0311665 | val_loss: 0.031182 | Time: 1624.1 ms
[2021-01-22 07:38:49 main:574] : INFO : Epoch 1018 | loss: 0.0311655 | val_loss: 0.0311849 | Time: 1579.18 ms
[2021-01-22 07:38:50 main:574] : INFO : Epoch 1019 | loss: 0.0311662 | val_loss: 0.0311839 | Time: 1571.65 ms
[2021-01-22 07:38:52 main:574] : INFO : Epoch 1020 | loss: 0.0311677 | val_loss: 0.0311811 | Time: 1592.78 ms
[2021-01-22 07:38:53 main:574] : INFO : Epoch 1021 | loss: 0.0311695 | val_loss: 0.0311834 | Time: 1564.62 ms
[2021-01-22 07:38:55 main:574] : INFO : Epoch 1022 | loss: 0.0311668 | val_loss: 0.0311827 | Time: 1580.53 ms
[2021-01-22 07:38:57 main:574] : INFO : Epoch 1023 | loss: 0.0311659 | val_loss: 0.0311827 | Time: 1613.95 ms
[2021-01-22 07:38:58 main:574] : INFO : Epoch 1024 | loss: 0.0311657 | val_loss: 0.0311829 | Time: 1551.41 ms
[2021-01-22 07:38:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311829
[2021-01-22 07:38:58 main:603] : INFO : Saving end state to config to file
[2021-01-22 07:38:58 main:608] : INFO : Success, exiting..
07:38:58 (13624): 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)