Task 3739439
| Name | ParityMachine-1605152053-23964-15_0 |
| Workunit | 1921343 |
| Created | 19 Jan 2021, 23:45:10 UTC |
| Sent | 23 Jan 2021, 10:58:12 UTC |
| Report deadline | 30 Jan 2021, 10:58:12 UTC |
| Received | 24 Jan 2021, 2:07:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 8 sec |
| CPU time | 26 min 52 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,459.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 514 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 1565.83 ms [2021-01-23 20:19:55 main:574] : INFO : Epoch 515 | loss: 0.0311764 | val_loss: 0.03118 | Time: 1560.99 ms [2021-01-23 20:19:56 main:574] : INFO : Epoch 516 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 1593.03 ms [2021-01-23 20:19:58 main:574] : INFO : Epoch 517 | loss: 0.0311765 | val_loss: 0.0311789 | Time: 1578.84 ms [2021-01-23 20:19:59 main:574] : INFO : Epoch 518 | loss: 0.0311771 | val_loss: 0.0311787 | Time: 1545.34 ms [2021-01-23 20:20:01 main:574] : INFO : Epoch 519 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 1574.37 ms [2021-01-23 20:20:03 main:574] : INFO : Epoch 520 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 1537.39 ms [2021-01-23 20:20:04 main:574] : INFO : Epoch 521 | loss: 0.031176 | val_loss: 0.0311797 | Time: 1561.15 ms [2021-01-23 20:20:06 main:574] : INFO : Epoch 522 | loss: 0.0311766 | val_loss: 0.0311795 | Time: 1567.79 ms [2021-01-23 20:20:07 main:574] : INFO : Epoch 523 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 1569.35 ms [2021-01-23 20:20:09 main:574] : INFO : Epoch 524 | loss: 0.0311766 | val_loss: 0.0311791 | Time: 1554.22 ms [2021-01-23 20:20:10 main:574] : INFO : Epoch 525 | loss: 0.0311766 | val_loss: 0.0311787 | Time: 1553.17 ms [2021-01-23 20:20:12 main:574] : INFO : Epoch 526 | loss: 0.0311761 | val_loss: 0.0311779 | Time: 1591.34 ms [2021-01-23 20:20:14 main:574] : INFO : Epoch 527 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 1553.04 ms [2021-01-23 20:20:15 main:574] : INFO : Epoch 528 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 1560.73 ms [2021-01-23 20:20:17 main:574] : INFO : Epoch 529 | loss: 0.0311764 | val_loss: 0.0311783 | Time: 1553.64 ms [2021-01-23 20:20:18 main:574] : INFO : Epoch 530 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 1561.06 ms [2021-01-23 20:20:20 main:574] : INFO : Epoch 531 | loss: 0.0311773 | val_loss: 0.0311797 | Time: 1578.03 ms [2021-01-23 20:20:22 main:574] : INFO : Epoch 532 | loss: 0.0311767 | val_loss: 0.0311782 | Time: 1594.53 ms [2021-01-23 20:20:23 main:574] : INFO : Epoch 533 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 1551.54 ms [2021-01-23 20:20:25 main:574] : INFO : Epoch 534 | loss: 0.0311753 | val_loss: 0.0311782 | Time: 1582.32 ms [2021-01-23 20:20:26 main:574] : INFO : Epoch 535 | loss: 0.0311756 | val_loss: 0.0311784 | Time: 1547.33 ms [2021-01-23 20:20:28 main:574] : INFO : Epoch 536 | loss: 0.0311751 | val_loss: 0.0311785 | Time: 1568 ms [2021-01-23 20:20:29 main:574] : INFO : Epoch 537 | loss: 0.031175 | val_loss: 0.0311777 | Time: 1594.72 ms [2021-01-23 20:20:31 main:574] : INFO : Epoch 538 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 1550.18 ms [2021-01-23 20:20:33 main:574] : INFO : Epoch 539 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 1578.71 ms [2021-01-23 20:20:34 main:574] : INFO : Epoch 540 | loss: 0.0311754 | val_loss: 0.0311781 | Time: 1567.99 ms [2021-01-23 20:20:36 main:574] : INFO : Epoch 541 | loss: 0.0311754 | val_loss: 0.0311807 | Time: 1599.6 ms [2021-01-23 20:20:37 main:574] : INFO : Epoch 542 | loss: 0.0311766 | val_loss: 0.0311801 | Time: 1551.68 ms [2021-01-23 20:20:39 main:574] : INFO : Epoch 543 | loss: 0.0311753 | val_loss: 0.0311779 | Time: 1561.6 ms [2021-01-23 20:20:41 main:574] : INFO : Epoch 544 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 1559.22 ms [2021-01-23 20:20:42 main:574] : INFO : Epoch 545 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 1577.07 ms [2021-01-23 20:20:44 main:574] : INFO : Epoch 546 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 1567.55 ms [2021-01-23 20:20:45 main:574] : INFO : Epoch 547 | loss: 0.0311758 | val_loss: 0.0311816 | Time: 1579.54 ms [2021-01-23 20:20:47 main:574] : INFO : Epoch 548 | loss: 0.031175 | val_loss: 0.0311783 | Time: 1549.13 ms [2021-01-23 20:20:48 main:574] : INFO : Epoch 549 | loss: 0.0311754 | val_loss: 0.0311785 | Time: 1589.36 ms [2021-01-23 20:20:50 main:574] : INFO : Epoch 550 | loss: 0.0311756 | val_loss: 0.031178 | Time: 1584.54 ms [2021-01-23 20:20:52 main:574] : INFO : Epoch 551 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 1569.03 ms [2021-01-23 20:20:53 main:574] : INFO : Epoch 552 | loss: 0.0311749 | val_loss: 0.0311778 | Time: 1600.94 ms [2021-01-23 20:20:55 main:574] : INFO : Epoch 553 | loss: 0.0311747 | val_loss: 0.0311798 | Time: 1585.39 ms [2021-01-23 20:20:56 main:574] : INFO : Epoch 554 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 1587.49 ms [2021-01-23 20:20:58 main:574] : INFO : Epoch 555 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 1560.59 ms [2021-01-23 20:21:00 main:574] : INFO : Epoch 556 | loss: 0.0311802 | val_loss: 0.0311784 | Time: 1576.27 ms [2021-01-23 20:21:01 main:574] : INFO : Epoch 557 | loss: 0.0311805 | val_loss: 0.0311805 | Time: 1554.79 ms [2021-01-23 20:21:03 main:574] : INFO : Epoch 558 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 1580.93 ms [2021-01-23 20:21:04 main:574] : INFO : Epoch 559 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 1559.53 ms [2021-01-23 20:21:06 main:574] : INFO : Epoch 560 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 1568.4 ms [2021-01-23 20:21:07 main:574] : INFO : Epoch 561 | loss: 0.0311748 | val_loss: 0.0311832 | Time: 1565.53 ms [2021-01-23 20:21:09 main:574] : INFO : Epoch 562 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 1595.04 ms [2021-01-23 20:21:11 main:574] : INFO : Epoch 563 | loss: 0.0311749 | val_loss: 0.0311793 | Time: 1572.22 ms [2021-01-23 20:21:12 main:574] : INFO : Epoch 564 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 1569.19 ms [2021-01-23 20:21:14 main:574] : INFO : Epoch 565 | loss: 0.0311751 | val_loss: 0.0311778 | Time: 1592.34 ms [2021-01-23 20:21:15 main:574] : INFO : Epoch 566 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 1568.85 ms [2021-01-23 20:21:17 main:574] : INFO : Epoch 567 | loss: 0.031176 | val_loss: 0.0311812 | Time: 1629.15 ms [2021-01-23 20:21:19 main:574] : INFO : Epoch 568 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 1580.01 ms [2021-01-23 20:21:20 main:574] : INFO : Epoch 569 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 1581.74 ms [2021-01-23 20:21:22 main:574] : INFO : Epoch 570 | loss: 0.031175 | val_loss: 0.0311785 | Time: 1567.24 ms [2021-01-23 20:21:23 main:574] : INFO : Epoch 571 | loss: 0.0311745 | val_loss: 0.0311793 | Time: 1594.39 ms [2021-01-23 20:21:25 main:574] : INFO : Epoch 572 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 1577.5 ms [2021-01-23 20:21:27 main:574] : INFO : Epoch 573 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 1564.19 ms [2021-01-23 20:21:28 main:574] : INFO : Epoch 574 | loss: 0.0311754 | val_loss: 0.0311783 | Time: 1584.23 ms [2021-01-23 20:21:30 main:574] : INFO : Epoch 575 | loss: 0.0311748 | val_loss: 0.031181 | Time: 1575.68 ms [2021-01-23 20:21:31 main:574] : INFO : Epoch 576 | loss: 0.0311781 | val_loss: 0.031178 | Time: 1572.29 ms [2021-01-23 20:21:33 main:574] : INFO : Epoch 577 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 1585.71 ms [2021-01-23 20:21:35 main:574] : INFO : Epoch 578 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 1587.71 ms [2021-01-23 20:21:36 main:574] : INFO : Epoch 579 | loss: 0.0311752 | val_loss: 0.0311792 | Time: 1569.6 ms [2021-01-23 20:21:38 main:574] : INFO : Epoch 580 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 1546.85 ms [2021-01-23 20:21:39 main:574] : INFO : Epoch 581 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 1590.48 ms [2021-01-23 20:21:41 main:574] : INFO : Epoch 582 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 1570.09 ms [2021-01-23 20:21:42 main:574] : INFO : Epoch 583 | loss: 0.0311775 | val_loss: 0.031178 | Time: 1585.34 ms [2021-01-23 20:21:44 main:574] : INFO : Epoch 584 | loss: 0.0311794 | val_loss: 0.031177 | Time: 1568.31 ms [2021-01-23 20:21:46 main:574] : INFO : Epoch 585 | loss: 0.0311783 | val_loss: 0.031185 | Time: 1581.64 ms [2021-01-23 20:21:47 main:574] : INFO : Epoch 586 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 1565.85 ms [2021-01-23 20:21:49 main:574] : INFO : Epoch 587 | loss: 0.0311757 | val_loss: 0.0311783 | Time: 1556.46 ms [2021-01-23 20:21:50 main:574] : INFO : Epoch 588 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 1564.8 ms [2021-01-23 20:21:52 main:574] : INFO : Epoch 589 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 1556.8 ms [2021-01-23 20:21:53 main:574] : INFO : Epoch 590 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 1593.87 ms [2021-01-23 20:21:55 main:574] : INFO : Epoch 591 | loss: 0.0311773 | val_loss: 0.0311865 | Time: 1581.82 ms [2021-01-23 20:21:57 main:574] : INFO : Epoch 592 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 1563.78 ms [2021-01-23 20:21:58 main:574] : INFO : Epoch 593 | loss: 0.0311814 | val_loss: 0.0311783 | Time: 1590.58 ms [2021-01-23 20:22:00 main:574] : INFO : Epoch 594 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 1587.26 ms [2021-01-23 20:22:01 main:574] : INFO : Epoch 595 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 1555.9 ms [2021-01-23 20:22:03 main:574] : INFO : Epoch 596 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 1585.04 ms [2021-01-23 20:22:05 main:574] : INFO : Epoch 597 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 1562.18 ms [2021-01-23 20:22:06 main:574] : INFO : Epoch 598 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 1590.51 ms [2021-01-23 20:22:08 main:574] : INFO : Epoch 599 | loss: 0.031176 | val_loss: 0.0311778 | Time: 1566.21 ms [2021-01-23 20:22:09 main:574] : INFO : Epoch 600 | loss: 0.0311746 | val_loss: 0.0311773 | Time: 1587.38 ms [2021-01-23 20:22:11 main:574] : INFO : Epoch 601 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 1556.28 ms [2021-01-23 20:22:12 main:574] : INFO : Epoch 602 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 1561.86 ms [2021-01-23 20:22:14 main:574] : INFO : Epoch 603 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 1581.06 ms [2021-01-23 20:22:16 main:574] : INFO : Epoch 604 | loss: 0.0311743 | val_loss: 0.0311803 | Time: 1527.99 ms [2021-01-23 20:22:17 main:574] : INFO : Epoch 605 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 1571.45 ms [2021-01-23 20:22:19 main:574] : INFO : Epoch 606 | loss: 0.0311752 | val_loss: 0.0311774 | Time: 1554.38 ms [2021-01-23 20:22:20 main:574] : INFO : Epoch 607 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 1532.7 ms [2021-01-23 20:22:22 main:574] : INFO : Epoch 608 | loss: 0.0311738 | val_loss: 0.0311787 | Time: 1583.55 ms [2021-01-23 20:22:23 main:574] : INFO : Epoch 609 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 1567.15 ms [2021-01-23 20:22:25 main:574] : INFO : Epoch 610 | loss: 0.0311746 | val_loss: 0.031177 | Time: 1560.19 ms [2021-01-23 20:22:27 main:574] : INFO : Epoch 611 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 1566.04 ms [2021-01-23 20:22:28 main:574] : INFO : Epoch 612 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 1576.82 ms [2021-01-23 20:22:30 main:574] : INFO : Epoch 613 | loss: 0.031174 | val_loss: 0.0311777 | Time: 1584.51 ms [2021-01-23 20:22:31 main:574] : INFO : Epoch 614 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 1610.22 ms [2021-01-23 20:22:33 main:574] : INFO : Epoch 615 | loss: 0.031174 | val_loss: 0.0311772 | Time: 1570.34 ms [2021-01-23 20:22:35 main:574] : INFO : Epoch 616 | loss: 0.0311749 | val_loss: 0.0311859 | Time: 1554 ms [2021-01-23 20:22:36 main:574] : INFO : Epoch 617 | loss: 0.0311774 | val_loss: 0.0311785 | Time: 1571.14 ms [2021-01-23 20:22:38 main:574] : INFO : Epoch 618 | loss: 0.0311754 | val_loss: 0.0311778 | Time: 1567.3 ms [2021-01-23 20:22:39 main:574] : INFO : Epoch 619 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 1564.98 ms [2021-01-23 20:22:41 main:574] : INFO : Epoch 620 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 1582.98 ms [2021-01-23 20:22:42 main:574] : INFO : Epoch 621 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 1568.19 ms [2021-01-23 20:22:44 main:574] : INFO : Epoch 622 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 1566.87 ms [2021-01-23 20:22:46 main:574] : INFO : Epoch 623 | loss: 0.0311755 | val_loss: 0.0311786 | Time: 1595.72 ms [2021-01-23 20:22:47 main:574] : INFO : Epoch 624 | loss: 0.0311762 | val_loss: 0.03118 | Time: 1555.59 ms [2021-01-23 20:22:49 main:574] : INFO : Epoch 625 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 1568.68 ms [2021-01-23 20:22:50 main:574] : INFO : Epoch 626 | loss: 0.0311776 | val_loss: 0.0311771 | Time: 1531.03 ms [2021-01-23 20:22:52 main:574] : INFO : Epoch 627 | loss: 0.0311738 | val_loss: 0.0311782 | Time: 1571.79 ms [2021-01-23 20:22:54 main:574] : INFO : Epoch 628 | loss: 0.0311756 | val_loss: 0.0311767 | Time: 1595.67 ms [2021-01-23 20:22:55 main:574] : INFO : Epoch 629 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 1582.29 ms [2021-01-23 20:22:57 main:574] : INFO : Epoch 630 | loss: 0.031178 | val_loss: 0.0311781 | Time: 1554.17 ms [2021-01-23 20:22:58 main:574] : INFO : Epoch 631 | loss: 0.0311768 | val_loss: 0.031178 | Time: 1582.65 ms [2021-01-23 20:23:00 main:574] : INFO : Epoch 632 | loss: 0.0311792 | val_loss: 0.03118 | Time: 1613.57 ms [2021-01-23 20:23:01 main:574] : INFO : Epoch 633 | loss: 0.0311814 | val_loss: 0.0311785 | Time: 1543.99 ms [2021-01-23 20:23:03 main:574] : INFO : Epoch 634 | loss: 0.0311763 | val_loss: 0.0311797 | Time: 1580.4 ms [2021-01-23 20:23:05 main:574] : INFO : Epoch 635 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 1590.84 ms [2021-01-23 20:23:06 main:574] : INFO : Epoch 636 | loss: 0.0311755 | val_loss: 0.031179 | Time: 1591.44 ms [2021-01-23 20:23:08 main:574] : INFO : Epoch 637 | loss: 0.0311768 | val_loss: 0.031179 | Time: 1574.24 ms [2021-01-23 20:23:09 main:574] : INFO : Epoch 638 | loss: 0.031175 | val_loss: 0.0311784 | Time: 1531.6 ms [2021-01-23 20:23:11 main:574] : INFO : Epoch 639 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 1598.43 ms [2021-01-23 20:23:13 main:574] : INFO : Epoch 640 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 1565.89 ms [2021-01-23 20:23:14 main:574] : INFO : Epoch 641 | loss: 0.0311774 | val_loss: 0.031184 | Time: 1583.41 ms [2021-01-23 20:23:16 main:574] : INFO : Epoch 642 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 1570.68 ms [2021-01-23 20:23:17 main:574] : INFO : Epoch 643 | loss: 0.031176 | val_loss: 0.0311801 | Time: 1586.49 ms [2021-01-23 20:23:19 main:574] : INFO : Epoch 644 | loss: 0.0311745 | val_loss: 0.031179 | Time: 1589.96 ms [2021-01-23 20:23:21 main:574] : INFO : Epoch 645 | loss: 0.031175 | val_loss: 0.0311793 | Time: 1593.55 ms [2021-01-23 20:23:22 main:574] : INFO : Epoch 646 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 1556.08 ms [2021-01-23 20:23:24 main:574] : INFO : Epoch 647 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 1576.32 ms [2021-01-23 20:23:25 main:574] : INFO : Epoch 648 | loss: 0.0311747 | val_loss: 0.0311835 | Time: 1594.21 ms [2021-01-23 20:23:27 main:574] : INFO : Epoch 649 | loss: 0.0311757 | val_loss: 0.0311829 | Time: 1585.72 ms [2021-01-23 20:23:29 main:574] : INFO : Epoch 650 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 1558.02 ms [2021-01-23 20:23:30 main:574] : INFO : Epoch 651 | loss: 0.0311757 | val_loss: 0.0311805 | Time: 1546.96 ms [2021-01-23 20:23:32 main:574] : INFO : Epoch 652 | loss: 0.031176 | val_loss: 0.0311771 | Time: 1573.18 ms [2021-01-23 20:23:33 main:574] : INFO : Epoch 653 | loss: 0.0311752 | val_loss: 0.0311787 | Time: 1583.37 ms [2021-01-23 20:23:35 main:574] : INFO : Epoch 654 | loss: 0.031175 | val_loss: 0.0311779 | Time: 1556.47 ms [2021-01-23 20:23:36 main:574] : INFO : Epoch 655 | loss: 0.0311746 | val_loss: 0.0311779 | Time: 1585.79 ms [2021-01-23 20:23:38 main:574] : INFO : Epoch 656 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 1553.95 ms [2021-01-23 20:23:40 main:574] : INFO : Epoch 657 | loss: 0.0311749 | val_loss: 0.031181 | Time: 1564.59 ms [2021-01-23 20:23:41 main:574] : INFO : Epoch 658 | loss: 0.0311764 | val_loss: 0.0311776 | Time: 1588.7 ms [2021-01-23 20:23:43 main:574] : INFO : Epoch 659 | loss: 0.0311744 | val_loss: 0.0311774 | Time: 1556.18 ms [2021-01-23 20:23:44 main:574] : INFO : Epoch 660 | loss: 0.031175 | val_loss: 0.0311772 | Time: 1547.48 ms [2021-01-23 20:23:46 main:574] : INFO : Epoch 661 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 1567.74 ms [2021-01-23 20:23:47 main:574] : INFO : Epoch 662 | loss: 0.031174 | val_loss: 0.0311784 | Time: 1584.97 ms [2021-01-23 20:23:49 main:574] : INFO : Epoch 663 | loss: 0.031174 | val_loss: 0.0311814 | Time: 1580.37 ms [2021-01-23 20:23:51 main:574] : INFO : Epoch 664 | loss: 0.0311772 | val_loss: 0.0311777 | Time: 1595.35 ms [2021-01-23 20:23:52 main:574] : INFO : Epoch 665 | loss: 0.0311742 | val_loss: 0.0311784 | Time: 1587.68 ms [2021-01-23 20:23:54 main:574] : INFO : Epoch 666 | loss: 0.0311755 | val_loss: 0.031179 | Time: 1590.63 ms [2021-01-23 20:23:55 main:574] : INFO : Epoch 667 | loss: 0.0311745 | val_loss: 0.0311772 | Time: 1576.99 ms [2021-01-23 20:23:57 main:574] : INFO : Epoch 668 | loss: 0.0311752 | val_loss: 0.0311811 | Time: 1563.1 ms [2021-01-23 20:23:59 main:574] : INFO : Epoch 669 | loss: 0.031176 | val_loss: 0.0311791 | Time: 1571.81 ms [2021-01-23 20:24:00 main:574] : INFO : Epoch 670 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 1560.97 ms [2021-01-23 20:24:02 main:574] : INFO : Epoch 671 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 1512.64 ms [2021-01-23 20:24:03 main:574] : INFO : Epoch 672 | loss: 0.0311739 | val_loss: 0.0311771 | Time: 1603.83 ms [2021-01-23 20:24:05 main:574] : INFO : Epoch 673 | loss: 0.0311733 | val_loss: 0.0311783 | Time: 1549.46 ms [2021-01-23 20:24:06 main:574] : INFO : Epoch 674 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 1568.11 ms [2021-01-23 20:24:08 main:574] : INFO : Epoch 675 | loss: 0.031179 | val_loss: 0.0311884 | Time: 1588.7 ms [2021-01-23 20:24:10 main:574] : INFO : Epoch 676 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 1565.74 ms [2021-01-23 20:24:11 main:574] : INFO : Epoch 677 | loss: 0.0311792 | val_loss: 0.0311814 | Time: 1575.5 ms [2021-01-23 20:24:13 main:574] : INFO : Epoch 678 | loss: 0.0311758 | val_loss: 0.031182 | Time: 1555.52 ms [2021-01-23 20:24:14 main:574] : INFO : Epoch 679 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 1582.08 ms [2021-01-23 20:24:16 main:574] : INFO : Epoch 680 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 1577.57 ms [2021-01-23 20:24:18 main:574] : INFO : Epoch 681 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 1575.95 ms [2021-01-23 20:24:19 main:574] : INFO : Epoch 682 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 1587.53 ms [2021-01-23 20:24:21 main:574] : INFO : Epoch 683 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 1559.77 ms [2021-01-23 20:24:22 main:574] : INFO : Epoch 684 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 1576.99 ms [2021-01-23 20:24:24 main:574] : INFO : Epoch 685 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 1547.29 ms [2021-01-23 20:24:25 main:574] : INFO : Epoch 686 | loss: 0.0311739 | val_loss: 0.0311803 | Time: 1542.33 ms [2021-01-23 20:24:27 main:574] : INFO : Epoch 687 | loss: 0.0311722 | val_loss: 0.0311796 | Time: 1580.83 ms [2021-01-23 20:24:29 main:574] : INFO : Epoch 688 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 1581.63 ms [2021-01-23 20:24:30 main:574] : INFO : Epoch 689 | loss: 0.0311716 | val_loss: 0.0311785 | Time: 1548.3 ms [2021-01-23 20:24:32 main:574] : INFO : Epoch 690 | loss: 0.0311729 | val_loss: 0.0311801 | Time: 1556.69 ms [2021-01-23 20:24:33 main:574] : INFO : Epoch 691 | loss: 0.0311718 | val_loss: 0.031181 | Time: 1606.67 ms [2021-01-23 20:24:35 main:574] : INFO : Epoch 692 | loss: 0.0311723 | val_loss: 0.03118 | Time: 1561.91 ms [2021-01-23 20:24:37 main:574] : INFO : Epoch 693 | loss: 0.0311716 | val_loss: 0.0311803 | Time: 1589.3 ms [2021-01-23 20:24:38 main:574] : INFO : Epoch 694 | loss: 0.0311782 | val_loss: 0.0311842 | Time: 1569.27 ms [2021-01-23 20:24:40 main:574] : INFO : Epoch 695 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 1555.82 ms [2021-01-23 20:24:41 main:574] : INFO : Epoch 696 | loss: 0.0311727 | val_loss: 0.031181 | Time: 1580.42 ms [2021-01-23 20:24:43 main:574] : INFO : Epoch 697 | loss: 0.031175 | val_loss: 0.0311803 | Time: 1587.02 ms [2021-01-23 20:24:44 main:574] : INFO : Epoch 698 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 1571.03 ms [2021-01-23 20:24:46 main:574] : INFO : Epoch 699 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 1587.61 ms [2021-01-23 20:24:48 main:574] : INFO : Epoch 700 | loss: 0.0311741 | val_loss: 0.0311784 | Time: 1558.93 ms [2021-01-23 20:24:49 main:574] : INFO : Epoch 701 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 1563.17 ms [2021-01-23 20:24:51 main:574] : INFO : Epoch 702 | loss: 0.0311715 | val_loss: 0.0311773 | Time: 1600.05 ms [2021-01-23 20:24:52 main:574] : INFO : Epoch 703 | loss: 0.0311707 | val_loss: 0.031177 | Time: 1568.03 ms [2021-01-23 20:24:54 main:574] : INFO : Epoch 704 | loss: 0.0311706 | val_loss: 0.0311789 | Time: 1553.34 ms [2021-01-23 20:24:56 main:574] : INFO : Epoch 705 | loss: 0.0311711 | val_loss: 0.0311789 | Time: 1580 ms [2021-01-23 20:24:57 main:574] : INFO : Epoch 706 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 1606.08 ms [2021-01-23 20:24:59 main:574] : INFO : Epoch 707 | loss: 0.0311712 | val_loss: 0.031179 | Time: 1547.98 ms [2021-01-23 20:25:00 main:574] : INFO : Epoch 708 | loss: 0.0311714 | val_loss: 0.0311796 | Time: 1555.43 ms [2021-01-23 20:25:02 main:574] : INFO : Epoch 709 | loss: 0.0311693 | val_loss: 0.0311757 | Time: 1588.89 ms [2021-01-23 20:25:03 main:574] : INFO : Epoch 710 | loss: 0.031169 | val_loss: 0.0311755 | Time: 1595.56 ms [2021-01-23 20:25:05 main:574] : INFO : Epoch 711 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1506.66 ms [2021-01-23 20:25:07 main:574] : INFO : Epoch 712 | loss: 0.03117 | val_loss: 0.0311753 | Time: 1554.99 ms [2021-01-23 20:25:08 main:574] : INFO : Epoch 713 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 1555.89 ms [2021-01-23 20:25:10 main:574] : INFO : Epoch 714 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 1581.5 ms [2021-01-23 20:25:11 main:574] : INFO : Epoch 715 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 1582.66 ms [2021-01-23 20:25:13 main:574] : INFO : Epoch 716 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 1609.2 ms [2021-01-23 20:25:14 main:574] : INFO : Epoch 717 | loss: 0.0311687 | val_loss: 0.0311744 | Time: 1578.85 ms [2021-01-23 20:25:16 main:574] : INFO : Epoch 718 | loss: 0.0311685 | val_loss: 0.0311777 | Time: 1589.09 ms [2021-01-23 20:25:18 main:574] : INFO : Epoch 719 | loss: 0.0311702 | val_loss: 0.0311737 | Time: 1592.13 ms [2021-01-23 20:25:19 main:574] : INFO : Epoch 720 | loss: 0.0311704 | val_loss: 0.0311789 | Time: 1586.08 ms [2021-01-23 20:25:21 main:574] : INFO : Epoch 721 | loss: 0.0311713 | val_loss: 0.0311742 | Time: 1546.24 ms [2021-01-23 20:25:22 main:574] : INFO : Epoch 722 | loss: 0.0311698 | val_loss: 0.031174 | Time: 1571.28 ms [2021-01-23 20:25:24 main:574] : INFO : Epoch 723 | loss: 0.0311693 | val_loss: 0.0311739 | Time: 1588.74 ms [2021-01-23 20:25:26 main:574] : INFO : Epoch 724 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 1544.09 ms [2021-01-23 20:25:27 main:574] : INFO : Epoch 725 | loss: 0.0311702 | val_loss: 0.0311755 | Time: 1571.91 ms [2021-01-23 20:25:29 main:574] : INFO : Epoch 726 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 1601.66 ms [2021-01-23 20:25:30 main:574] : INFO : Epoch 727 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 1583.21 ms [2021-01-23 20:25:32 main:574] : INFO : Epoch 728 | loss: 0.031171 | val_loss: 0.0311739 | Time: 1570.56 ms [2021-01-23 20:25:34 main:574] : INFO : Epoch 729 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 1599.1 ms [2021-01-23 20:25:35 main:574] : INFO : Epoch 730 | loss: 0.0311694 | val_loss: 0.0311754 | Time: 1561.05 ms [2021-01-23 20:25:37 main:574] : INFO : Epoch 731 | loss: 0.0311691 | val_loss: 0.0311733 | Time: 1568.31 ms [2021-01-23 20:25:38 main:574] : INFO : Epoch 732 | loss: 0.0311698 | val_loss: 0.0311771 | Time: 1589.25 ms [2021-01-23 20:25:40 main:574] : INFO : Epoch 733 | loss: 0.0311721 | val_loss: 0.0311788 | Time: 1551.01 ms [2021-01-23 20:25:41 main:574] : INFO : Epoch 734 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 1575.01 ms [2021-01-23 20:25:43 main:574] : INFO : Epoch 735 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 1588.83 ms [2021-01-23 20:25:45 main:574] : INFO : Epoch 736 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 1596.43 ms [2021-01-23 20:25:46 main:574] : INFO : Epoch 737 | loss: 0.0311694 | val_loss: 0.0311754 | Time: 1577.09 ms [2021-01-23 20:25:48 main:574] : INFO : Epoch 738 | loss: 0.0311689 | val_loss: 0.031176 | Time: 1546.62 ms [2021-01-23 20:25:49 main:574] : INFO : Epoch 739 | loss: 0.0311688 | val_loss: 0.0311766 | Time: 1577.02 ms [2021-01-23 20:25:51 main:574] : INFO : Epoch 740 | loss: 0.0311699 | val_loss: 0.0311752 | Time: 1590.42 ms [2021-01-23 20:25:53 main:574] : INFO : Epoch 741 | loss: 0.0311684 | val_loss: 0.0311735 | Time: 1528.98 ms [2021-01-23 20:25:54 main:574] : INFO : Epoch 742 | loss: 0.0311687 | val_loss: 0.031172 | Time: 1541.22 ms [2021-01-23 20:25:56 main:574] : INFO : Epoch 743 | loss: 0.0311713 | val_loss: 0.0311763 | Time: 1543.92 ms [2021-01-23 20:25:57 main:574] : INFO : Epoch 744 | loss: 0.0311689 | val_loss: 0.0311725 | Time: 1558.09 ms [2021-01-23 20:25:59 main:574] : INFO : Epoch 745 | loss: 0.0311668 | val_loss: 0.0311729 | Time: 1541.05 ms [2021-01-23 20:26:00 main:574] : INFO : Epoch 746 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 1585.14 ms [2021-01-23 20:26:02 main:574] : INFO : Epoch 747 | loss: 0.0311673 | val_loss: 0.031172 | Time: 1573.08 ms [2021-01-23 20:26:04 main:574] : INFO : Epoch 748 | loss: 0.0311672 | val_loss: 0.031176 | Time: 1572.49 ms [2021-01-23 20:26:05 main:574] : INFO : Epoch 749 | loss: 0.0311677 | val_loss: 0.0311724 | Time: 1578.04 ms [2021-01-23 20:26:07 main:574] : INFO : Epoch 750 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 1557.11 ms [2021-01-23 20:26:08 main:574] : INFO : Epoch 751 | loss: 0.0311696 | val_loss: 0.031183 | Time: 1574.79 ms [2021-01-23 20:26:10 main:574] : INFO : Epoch 752 | loss: 0.0311684 | val_loss: 0.031174 | Time: 1576.32 ms [2021-01-23 20:26:11 main:574] : INFO : Epoch 753 | loss: 0.0311663 | val_loss: 0.0311724 | Time: 1604.01 ms [2021-01-23 20:26:13 main:574] : INFO : Epoch 754 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 1556.93 ms [2021-01-23 20:26:15 main:574] : INFO : Epoch 755 | loss: 0.031167 | val_loss: 0.0311717 | Time: 1588.65 ms [2021-01-23 20:26:16 main:574] : INFO : Epoch 756 | loss: 0.031165 | val_loss: 0.031171 | Time: 1589.98 ms [2021-01-23 20:26:18 main:574] : INFO : Epoch 757 | loss: 0.031165 | val_loss: 0.0311711 | Time: 1580.08 ms [2021-01-23 20:26:19 main:574] : INFO : Epoch 758 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 1557.59 ms [2021-01-23 20:26:21 main:574] : INFO : Epoch 759 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 1609.21 ms [2021-01-23 20:26:23 main:574] : INFO : Epoch 760 | loss: 0.0311657 | val_loss: 0.0311716 | Time: 1598.83 ms [2021-01-23 20:26:24 main:574] : INFO : Epoch 761 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 1576.18 ms [2021-01-23 20:26:26 main:574] : INFO : Epoch 762 | loss: 0.0311655 | val_loss: 0.0311701 | Time: 1575.51 ms [2021-01-23 20:26:27 main:574] : INFO : Epoch 763 | loss: 0.0311672 | val_loss: 0.0311813 | Time: 1598.84 ms [2021-01-23 20:26:29 main:574] : INFO : Epoch 764 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 1568.01 ms [2021-01-23 20:26:31 main:574] : INFO : Epoch 765 | loss: 0.031164 | val_loss: 0.0311706 | Time: 1600.05 ms [2021-01-23 20:26:32 main:574] : INFO : Epoch 766 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 1583.03 ms [2021-01-23 20:26:34 main:574] : INFO : Epoch 767 | loss: 0.0311649 | val_loss: 0.0311704 | Time: 1563.51 ms [2021-01-23 20:26:35 main:574] : INFO : Epoch 768 | loss: 0.0311647 | val_loss: 0.0311717 | Time: 1563.71 ms [2021-01-23 20:26:37 main:574] : INFO : Epoch 769 | loss: 0.0311682 | val_loss: 0.0311773 | Time: 1535.2 ms [2021-01-23 20:26:38 main:574] : INFO : Epoch 770 | loss: 0.0311654 | val_loss: 0.0311718 | Time: 1581.17 ms [2021-01-23 20:26:40 main:574] : INFO : Epoch 771 | loss: 0.0311655 | val_loss: 0.0311724 | Time: 1565.01 ms [2021-01-23 20:26:42 main:574] : INFO : Epoch 772 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 1581.58 ms [2021-01-23 20:26:43 main:574] : INFO : Epoch 773 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 1555.2 ms [2021-01-23 20:26:45 main:574] : INFO : Epoch 774 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 1589.97 ms [2021-01-23 20:26:46 main:574] : INFO : Epoch 775 | loss: 0.0311635 | val_loss: 0.0311726 | Time: 1573.8 ms [2021-01-23 20:26:48 main:574] : INFO : Epoch 776 | loss: 0.0311651 | val_loss: 0.0311742 | Time: 1574.61 ms [2021-01-23 20:26:50 main:574] : INFO : Epoch 777 | loss: 0.0311656 | val_loss: 0.0311709 | Time: 1577.79 ms [2021-01-23 20:26:51 main:574] : INFO : Epoch 778 | loss: 0.0311652 | val_loss: 0.0311698 | Time: 1573.16 ms [2021-01-23 20:26:53 main:574] : INFO : Epoch 779 | loss: 0.0311659 | val_loss: 0.0311761 | Time: 1582.72 ms [2021-01-23 20:26:54 main:574] : INFO : Epoch 780 | loss: 0.0311645 | val_loss: 0.0311724 | Time: 1589.11 ms [2021-01-23 20:26:56 main:574] : INFO : Epoch 781 | loss: 0.0311642 | val_loss: 0.0311729 | Time: 1574.7 ms [2021-01-23 20:26:58 main:574] : INFO : Epoch 782 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 1594.81 ms [2021-01-23 20:26:59 main:574] : INFO : Epoch 783 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 1578.67 ms [2021-01-23 20:27:01 main:574] : INFO : Epoch 784 | loss: 0.0311655 | val_loss: 0.0311726 | Time: 1581.62 ms [2021-01-23 20:27:02 main:574] : INFO : Epoch 785 | loss: 0.0311664 | val_loss: 0.0311689 | Time: 1550.34 ms [2021-01-23 20:27:04 main:574] : INFO : Epoch 786 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 1563.73 ms [2021-01-23 20:27:05 main:574] : INFO : Epoch 787 | loss: 0.0311653 | val_loss: 0.0311723 | Time: 1581.99 ms [2021-01-23 20:27:07 main:574] : INFO : Epoch 788 | loss: 0.0311656 | val_loss: 0.0311711 | Time: 1592.27 ms [2021-01-23 20:27:09 main:574] : INFO : Epoch 789 | loss: 0.031165 | val_loss: 0.0311721 | Time: 1574.5 ms [2021-01-23 20:27:10 main:574] : INFO : Epoch 790 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 1599.61 ms [2021-01-23 20:27:12 main:574] : INFO : Epoch 791 | loss: 0.0311671 | val_loss: 0.0311712 | Time: 1585.92 ms [2021-01-23 20:27:13 main:574] : INFO : Epoch 792 | loss: 0.0311677 | val_loss: 0.0311727 | Time: 1586.92 ms [2021-01-23 20:27:15 main:574] : INFO : Epoch 793 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 1571.06 ms [2021-01-23 20:27:17 main:574] : INFO : Epoch 794 | loss: 0.0311675 | val_loss: 0.0311717 | Time: 1574.55 ms [2021-01-23 20:27:18 main:574] : INFO : Epoch 795 | loss: 0.0311638 | val_loss: 0.0311709 | Time: 1552.14 ms [2021-01-23 20:27:20 main:574] : INFO : Epoch 796 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1565.15 ms [2021-01-23 20:27:21 main:574] : INFO : Epoch 797 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 1570.77 ms [2021-01-23 20:27:23 main:574] : INFO : Epoch 798 | loss: 0.0311651 | val_loss: 0.03117 | Time: 1590.94 ms [2021-01-23 20:27:25 main:574] : INFO : Epoch 799 | loss: 0.0311637 | val_loss: 0.0311744 | Time: 1555.89 ms [2021-01-23 20:27:26 main:574] : INFO : Epoch 800 | loss: 0.0311659 | val_loss: 0.0311699 | Time: 1576.06 ms [2021-01-23 20:27:28 main:574] : INFO : Epoch 801 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 1578.51 ms [2021-01-23 20:27:29 main:574] : INFO : Epoch 802 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 1602.79 ms [2021-01-23 20:27:31 main:574] : INFO : Epoch 803 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 1580.91 ms [2021-01-23 20:27:32 main:574] : INFO : Epoch 804 | loss: 0.0311628 | val_loss: 0.0311689 | Time: 1596.65 ms [2021-01-23 20:27:34 main:574] : INFO : Epoch 805 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 1567.85 ms [2021-01-23 20:27:36 main:574] : INFO : Epoch 806 | loss: 0.0311623 | val_loss: 0.031169 | Time: 1586.4 ms [2021-01-23 20:27:37 main:574] : INFO : Epoch 807 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 1585.68 ms [2021-01-23 20:27:39 main:574] : INFO : Epoch 808 | loss: 0.0311632 | val_loss: 0.031169 | Time: 1586.68 ms [2021-01-23 20:27:40 main:574] : INFO : Epoch 809 | loss: 0.0311631 | val_loss: 0.031171 | Time: 1564.31 ms [2021-01-23 20:27:42 main:574] : INFO : Epoch 810 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 1593.12 ms [2021-01-23 20:27:44 main:574] : INFO : Epoch 811 | loss: 0.0311654 | val_loss: 0.0311695 | Time: 1569.95 ms [2021-01-23 20:27:45 main:574] : INFO : Epoch 812 | loss: 0.0311625 | val_loss: 0.0311702 | Time: 1566.12 ms [2021-01-23 20:27:47 main:574] : INFO : Epoch 813 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 1570.55 ms [2021-01-23 20:27:48 main:574] : INFO : Epoch 814 | loss: 0.0311633 | val_loss: 0.0311687 | Time: 1559.19 ms [2021-01-23 20:27:50 main:574] : INFO : Epoch 815 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 1550.39 ms [2021-01-23 20:27:51 main:574] : INFO : Epoch 816 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 1574.84 ms [2021-01-23 20:27:53 main:574] : INFO : Epoch 817 | loss: 0.031163 | val_loss: 0.0311772 | Time: 1566.45 ms [2021-01-23 20:27:55 main:574] : INFO : Epoch 818 | loss: 0.0311642 | val_loss: 0.0311743 | Time: 1590.84 ms [2021-01-23 20:27:56 main:574] : INFO : Epoch 819 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 1594.91 ms [2021-01-23 20:27:58 main:574] : INFO : Epoch 820 | loss: 0.0311628 | val_loss: 0.0311737 | Time: 1608.65 ms [2021-01-23 20:28:00 main:574] : INFO : Epoch 821 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 1617.19 ms [2021-01-23 20:28:01 main:574] : INFO : Epoch 822 | loss: 0.0311618 | val_loss: 0.0311711 | Time: 1582.3 ms [2021-01-23 20:28:03 main:574] : INFO : Epoch 823 | loss: 0.0311612 | val_loss: 0.0311735 | Time: 1570.74 ms [2021-01-23 20:28:04 main:574] : INFO : Epoch 824 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 1524.25 ms [2021-01-23 20:28:06 main:574] : INFO : Epoch 825 | loss: 0.0311613 | val_loss: 0.03117 | Time: 1548.83 ms [2021-01-23 20:28:07 main:574] : INFO : Epoch 826 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 1575.74 ms [2021-01-23 20:28:09 main:574] : INFO : Epoch 827 | loss: 0.0311613 | val_loss: 0.0311683 | Time: 1590.07 ms [2021-01-23 20:28:11 main:574] : INFO : Epoch 828 | loss: 0.031162 | val_loss: 0.0311678 | Time: 1573.78 ms [2021-01-23 20:28:12 main:574] : INFO : Epoch 829 | loss: 0.0311625 | val_loss: 0.031173 | Time: 1583.76 ms [2021-01-23 20:28:14 main:574] : INFO : Epoch 830 | loss: 0.0311617 | val_loss: 0.0311708 | Time: 1556.73 ms [2021-01-23 20:28:15 main:574] : INFO : Epoch 831 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 1586.79 ms [2021-01-23 20:28:17 main:574] : INFO : Epoch 832 | loss: 0.0311605 | val_loss: 0.031167 | Time: 1588.4 ms [2021-01-23 20:28:19 main:574] : INFO : Epoch 833 | loss: 0.0311627 | val_loss: 0.0311677 | Time: 1581.71 ms [2021-01-23 20:28:20 main:574] : INFO : Epoch 834 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 1551.84 ms [2021-01-23 20:28:22 main:574] : INFO : Epoch 835 | loss: 0.0311634 | val_loss: 0.031168 | Time: 1544.98 ms [2021-01-23 20:28:23 main:574] : INFO : Epoch 836 | loss: 0.0311608 | val_loss: 0.0311678 | Time: 1542.63 ms [2021-01-23 20:28:25 main:574] : INFO : Epoch 837 | loss: 0.031162 | val_loss: 0.0311767 | Time: 1576.25 ms [2021-01-23 20:28:26 main:574] : INFO : Epoch 838 | loss: 0.031163 | val_loss: 0.03117 | Time: 1546.93 ms [2021-01-23 20:28:28 main:574] : INFO : Epoch 839 | loss: 0.0311609 | val_loss: 0.0311701 | Time: 1561.55 ms [2021-01-23 20:28:29 main:574] : INFO : Epoch 840 | loss: 0.0311608 | val_loss: 0.0311724 | Time: 1573.43 ms [2021-01-23 20:28:31 main:574] : INFO : Epoch 841 | loss: 0.0311652 | val_loss: 0.0311685 | Time: 1546.33 ms [2021-01-23 20:28:33 main:574] : INFO : Epoch 842 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 1581.48 ms [2021-01-23 20:28:34 main:574] : INFO : Epoch 843 | loss: 0.0311616 | val_loss: 0.0311714 | Time: 1578.94 ms [2021-01-23 20:28:36 main:574] : INFO : Epoch 844 | loss: 0.0311645 | val_loss: 0.0311749 | Time: 1562.13 ms [2021-01-23 20:28:37 main:574] : INFO : Epoch 845 | loss: 0.0311632 | val_loss: 0.0311687 | Time: 1563.78 ms [2021-01-23 20:28:39 main:574] : INFO : Epoch 846 | loss: 0.0311601 | val_loss: 0.0311686 | Time: 1583.64 ms [2021-01-23 20:28:41 main:574] : INFO : Epoch 847 | loss: 0.0311604 | val_loss: 0.0311691 | Time: 1567.25 ms [2021-01-23 20:28:42 main:574] : INFO : Epoch 848 | loss: 0.0311607 | val_loss: 0.0311676 | Time: 1566.51 ms [2021-01-23 20:28:44 main:574] : INFO : Epoch 849 | loss: 0.0311603 | val_loss: 0.0311673 | Time: 1565.05 ms [2021-01-23 20:28:45 main:574] : INFO : Epoch 850 | loss: 0.0311602 | val_loss: 0.0311698 | Time: 1573.15 ms [2021-01-23 20:28:47 main:574] : INFO : Epoch 851 | loss: 0.0311604 | val_loss: 0.0311674 | Time: 1587.58 ms [2021-01-23 20:28:48 main:574] : INFO : Epoch 852 | loss: 0.0311598 | val_loss: 0.0311694 | Time: 1539.73 ms [2021-01-23 20:28:50 main:574] : INFO : Epoch 853 | loss: 0.03116 | val_loss: 0.0311684 | Time: 1579.27 ms [2021-01-23 20:28:52 main:574] : INFO : Epoch 854 | loss: 0.0311597 | val_loss: 0.031169 | Time: 1608.93 ms [2021-01-23 20:28:53 main:574] : INFO : Epoch 855 | loss: 0.0311608 | val_loss: 0.0311732 | Time: 1533.55 ms [2021-01-23 20:28:55 main:574] : INFO : Epoch 856 | loss: 0.0311606 | val_loss: 0.0311674 | Time: 1561.17 ms [2021-01-23 20:28:56 main:574] : INFO : Epoch 857 | loss: 0.0311599 | val_loss: 0.0311715 | Time: 1546.85 ms [2021-01-23 20:28:58 main:574] : INFO : Epoch 858 | loss: 0.03116 | val_loss: 0.0311709 | Time: 1576.01 ms [2021-01-23 20:28:59 main:574] : INFO : Epoch 859 | loss: 0.0311638 | val_loss: 0.0311665 | Time: 1561.64 ms [2021-01-23 20:29:01 main:574] : INFO : Epoch 860 | loss: 0.0311628 | val_loss: 0.031171 | Time: 1573.76 ms [2021-01-23 20:29:03 main:574] : INFO : Epoch 861 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 1590.41 ms [2021-01-23 20:29:04 main:574] : INFO : Epoch 862 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 1603.93 ms [2021-01-23 20:29:06 main:574] : INFO : Epoch 863 | loss: 0.0311673 | val_loss: 0.0311806 | Time: 1555.6 ms [2021-01-23 20:29:07 main:574] : INFO : Epoch 864 | loss: 0.0311741 | val_loss: 0.031186 | Time: 1596.62 ms [2021-01-23 20:29:09 main:574] : INFO : Epoch 865 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 1565.39 ms [2021-01-23 20:29:11 main:574] : INFO : Epoch 866 | loss: 0.0311706 | val_loss: 0.0311811 | Time: 1564.87 ms [2021-01-23 20:29:12 main:574] : INFO : Epoch 867 | loss: 0.0311717 | val_loss: 0.0311824 | Time: 1561.45 ms [2021-01-23 20:29:14 main:574] : INFO : Epoch 868 | loss: 0.0311736 | val_loss: 0.0311796 | Time: 1597.35 ms [2021-01-23 20:29:15 main:574] : INFO : Epoch 869 | loss: 0.0311738 | val_loss: 0.0311752 | Time: 1599.87 ms [2021-01-23 20:29:17 main:574] : INFO : Epoch 870 | loss: 0.0311697 | val_loss: 0.0311732 | Time: 1560.09 ms [2021-01-23 20:29:19 main:574] : INFO : Epoch 871 | loss: 0.0311666 | val_loss: 0.0311718 | Time: 1571.63 ms [2021-01-23 20:29:20 main:574] : INFO : Epoch 872 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 1596.18 ms [2021-01-23 20:29:22 main:574] : INFO : Epoch 873 | loss: 0.0311666 | val_loss: 0.031172 | Time: 1546.9 ms [2021-01-23 20:29:23 main:574] : INFO : Epoch 874 | loss: 0.0311662 | val_loss: 0.0311696 | Time: 1593.05 ms [2021-01-23 20:29:25 main:574] : INFO : Epoch 875 | loss: 0.0311642 | val_loss: 0.0311669 | Time: 1576.94 ms [2021-01-23 20:29:26 main:574] : INFO : Epoch 876 | loss: 0.0311643 | val_loss: 0.0311653 | Time: 1567.98 ms [2021-01-23 20:29:28 main:574] : INFO : Epoch 877 | loss: 0.0311629 | val_loss: 0.0311641 | Time: 1572.02 ms [2021-01-23 20:29:30 main:574] : INFO : Epoch 878 | loss: 0.0311629 | val_loss: 0.0311702 | Time: 1569.32 ms [2021-01-23 20:29:31 main:574] : INFO : Epoch 879 | loss: 0.0311612 | val_loss: 0.031163 | Time: 1557.8 ms [2021-01-23 20:29:33 main:574] : INFO : Epoch 880 | loss: 0.03116 | val_loss: 0.0311634 | Time: 1576.53 ms [2021-01-23 20:29:34 main:574] : INFO : Epoch 881 | loss: 0.0311608 | val_loss: 0.0311632 | Time: 1574.38 ms [2021-01-23 20:29:36 main:574] : INFO : Epoch 882 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 1565.87 ms [2021-01-23 20:29:38 main:574] : INFO : Epoch 883 | loss: 0.0311602 | val_loss: 0.0311613 | Time: 1571.46 ms [2021-01-23 20:29:39 main:574] : INFO : Epoch 884 | loss: 0.0311586 | val_loss: 0.0311622 | Time: 1591.87 ms [2021-01-23 20:29:41 main:574] : INFO : Epoch 885 | loss: 0.031158 | val_loss: 0.0311615 | Time: 1583.65 ms [2021-01-23 20:29:42 main:574] : INFO : Epoch 886 | loss: 0.0311574 | val_loss: 0.031162 | Time: 1604.53 ms [2021-01-23 20:29:44 main:574] : INFO : Epoch 887 | loss: 0.0311573 | val_loss: 0.0311618 | Time: 1579.87 ms [2021-01-23 20:29:46 main:574] : INFO : Epoch 888 | loss: 0.0311582 | val_loss: 0.0311613 | Time: 1589.03 ms [2021-01-23 20:29:47 main:574] : INFO : Epoch 889 | loss: 0.031158 | val_loss: 0.0311616 | Time: 1568.54 ms [2021-01-23 20:29:49 main:574] : INFO : Epoch 890 | loss: 0.0311586 | val_loss: 0.031163 | Time: 1584.97 ms [2021-01-23 20:29:50 main:574] : INFO : Epoch 891 | loss: 0.0311585 | val_loss: 0.0311617 | Time: 1575.84 ms [2021-01-23 20:29:52 main:574] : INFO : Epoch 892 | loss: 0.0311582 | val_loss: 0.0311644 | Time: 1543.18 ms [2021-01-23 20:29:53 main:574] : INFO : Epoch 893 | loss: 0.0311579 | val_loss: 0.0311606 | Time: 1566.1 ms [2021-01-23 20:29:55 main:574] : INFO : Epoch 894 | loss: 0.0311588 | val_loss: 0.0311632 | Time: 1589.14 ms [2021-01-23 20:29:57 main:574] : INFO : Epoch 895 | loss: 0.0311577 | val_loss: 0.0311615 | Time: 1600.98 ms [2021-01-23 20:29:58 main:574] : INFO : Epoch 896 | loss: 0.0311584 | val_loss: 0.0311636 | Time: 1568.12 ms [2021-01-23 20:30:00 main:574] : INFO : Epoch 897 | loss: 0.0311579 | val_loss: 0.0311629 | Time: 1592.88 ms [2021-01-23 20:30:01 main:574] : INFO : Epoch 898 | loss: 0.0311586 | val_loss: 0.0311607 | Time: 1546.38 ms [2021-01-23 20:30:03 main:574] : INFO : Epoch 899 | loss: 0.031158 | val_loss: 0.0311637 | Time: 1571.15 ms [2021-01-23 20:30:05 main:574] : INFO : Epoch 900 | loss: 0.0311567 | val_loss: 0.0311612 | Time: 1555.38 ms [2021-01-23 20:30:06 main:574] : INFO : Epoch 901 | loss: 0.0311569 | val_loss: 0.0311611 | Time: 1587.58 ms [2021-01-23 20:30:08 main:574] : INFO : Epoch 902 | loss: 0.0311566 | val_loss: 0.0311664 | Time: 1607.36 ms [2021-01-23 20:30:09 main:574] : INFO : Epoch 903 | loss: 0.0311579 | val_loss: 0.0311616 | Time: 1618.41 ms [2021-01-23 20:30:11 main:574] : INFO : Epoch 904 | loss: 0.0311564 | val_loss: 0.0311629 | Time: 1583.51 ms [2021-01-23 20:30:13 main:574] : INFO : Epoch 905 | loss: 0.031157 | val_loss: 0.0311613 | Time: 1582.56 ms [2021-01-23 20:30:14 main:574] : INFO : Epoch 906 | loss: 0.0311579 | val_loss: 0.0311608 | Time: 1566.92 ms [2021-01-23 20:30:16 main:574] : INFO : Epoch 907 | loss: 0.0311561 | val_loss: 0.0311601 | Time: 1575.43 ms [2021-01-23 20:30:17 main:574] : INFO : Epoch 908 | loss: 0.0311557 | val_loss: 0.0311623 | Time: 1579.98 ms [2021-01-23 20:30:19 main:574] : INFO : Epoch 909 | loss: 0.0311576 | val_loss: 0.0311609 | Time: 1562.81 ms [2021-01-23 20:30:20 main:574] : INFO : Epoch 910 | loss: 0.0311549 | val_loss: 0.0311629 | Time: 1579.44 ms [2021-01-23 20:30:22 main:574] : INFO : Epoch 911 | loss: 0.0311552 | val_loss: 0.0311603 | Time: 1561.23 ms [2021-01-23 20:30:24 main:574] : INFO : Epoch 912 | loss: 0.0311556 | val_loss: 0.0311633 | Time: 1591.57 ms [2021-01-23 20:30:25 main:574] : INFO : Epoch 913 | loss: 0.0311567 | val_loss: 0.0311638 | Time: 1592.05 ms [2021-01-23 20:30:27 main:574] : INFO : Epoch 914 | loss: 0.0311581 | val_loss: 0.0311615 | Time: 1591.38 ms [2021-01-23 20:30:28 main:574] : INFO : Epoch 915 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 1552.05 ms [2021-01-23 20:30:30 main:574] : INFO : Epoch 916 | loss: 0.0311606 | val_loss: 0.0311647 | Time: 1554.8 ms [2021-01-23 20:30:32 main:574] : INFO : Epoch 917 | loss: 0.0311596 | val_loss: 0.0311596 | Time: 1572.85 ms [2021-01-23 20:30:33 main:574] : INFO : Epoch 918 | loss: 0.0311665 | val_loss: 0.0311697 | Time: 1594.7 ms [2021-01-23 20:30:35 main:574] : INFO : Epoch 919 | loss: 0.0311618 | val_loss: 0.0311626 | Time: 1537.32 ms [2021-01-23 20:30:36 main:574] : INFO : Epoch 920 | loss: 0.0311604 | val_loss: 0.0311674 | Time: 1594.37 ms [2021-01-23 20:30:38 main:574] : INFO : Epoch 921 | loss: 0.0311643 | val_loss: 0.0311662 | Time: 1550.9 ms [2021-01-23 20:30:39 main:574] : INFO : Epoch 922 | loss: 0.0311621 | val_loss: 0.0311638 | Time: 1586.34 ms [2021-01-23 20:30:41 main:574] : INFO : Epoch 923 | loss: 0.0311605 | val_loss: 0.0311652 | Time: 1584.49 ms [2021-01-23 20:30:43 main:574] : INFO : Epoch 924 | loss: 0.0311596 | val_loss: 0.031164 | Time: 1588.98 ms [2021-01-23 20:30:44 main:574] : INFO : Epoch 925 | loss: 0.0311591 | val_loss: 0.0311655 | Time: 1560.56 ms [2021-01-23 20:30:46 main:574] : INFO : Epoch 926 | loss: 0.0311607 | val_loss: 0.0311638 | Time: 1578.95 ms [2021-01-23 20:30:47 main:574] : INFO : Epoch 927 | loss: 0.0311618 | val_loss: 0.031168 | Time: 1580.54 ms [2021-01-23 20:30:49 main:574] : INFO : Epoch 928 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 1592.03 ms [2021-01-23 20:30:51 main:574] : INFO : Epoch 929 | loss: 0.0311601 | val_loss: 0.0311633 | Time: 1597.24 ms [2021-01-23 20:30:52 main:574] : INFO : Epoch 930 | loss: 0.031161 | val_loss: 0.0311652 | Time: 1566.62 ms [2021-01-23 20:30:54 main:574] : INFO : Epoch 931 | loss: 0.031159 | val_loss: 0.0311635 | Time: 1562.06 ms [2021-01-23 20:30:55 main:574] : INFO : Epoch 932 | loss: 0.0311599 | val_loss: 0.0311649 | Time: 1585.46 ms [2021-01-23 20:30:57 main:574] : INFO : Epoch 933 | loss: 0.0311612 | val_loss: 0.031169 | Time: 1585.78 ms [2021-01-23 20:30:59 main:574] : INFO : Epoch 934 | loss: 0.0311594 | val_loss: 0.0311643 | Time: 1554.5 ms [2021-01-23 20:31:00 main:574] : INFO : Epoch 935 | loss: 0.0311587 | val_loss: 0.0311645 | Time: 1569.83 ms [2021-01-23 20:31:02 main:574] : INFO : Epoch 936 | loss: 0.0311609 | val_loss: 0.0311629 | Time: 1587.53 ms [2021-01-23 20:31:03 main:574] : INFO : Epoch 937 | loss: 0.0311603 | val_loss: 0.0311644 | Time: 1591.07 ms [2021-01-23 20:31:05 main:574] : INFO : Epoch 938 | loss: 0.0311602 | val_loss: 0.031167 | Time: 1553.46 ms [2021-01-23 20:31:06 main:574] : INFO : Epoch 939 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 1548.17 ms [2021-01-23 20:31:08 main:574] : INFO : Epoch 940 | loss: 0.0311585 | val_loss: 0.031164 | Time: 1573.6 ms [2021-01-23 20:31:10 main:574] : INFO : Epoch 941 | loss: 0.0311588 | val_loss: 0.0311634 | Time: 1582.85 ms [2021-01-23 20:31:11 main:574] : INFO : Epoch 942 | loss: 0.0311584 | val_loss: 0.0311677 | Time: 1587.12 ms [2021-01-23 20:31:13 main:574] : INFO : Epoch 943 | loss: 0.0311582 | val_loss: 0.0311629 | Time: 1596.95 ms [2021-01-23 20:31:14 main:574] : INFO : Epoch 944 | loss: 0.0311585 | val_loss: 0.0311632 | Time: 1589.49 ms [2021-01-23 20:31:16 main:574] : INFO : Epoch 945 | loss: 0.0311574 | val_loss: 0.0311648 | Time: 1577.94 ms [2021-01-23 20:31:18 main:574] : INFO : Epoch 946 | loss: 0.031158 | val_loss: 0.0311652 | Time: 1593.82 ms [2021-01-23 20:31:19 main:574] : INFO : Epoch 947 | loss: 0.0311579 | val_loss: 0.0311627 | Time: 1565.16 ms [2021-01-23 20:31:21 main:574] : INFO : Epoch 948 | loss: 0.0311579 | val_loss: 0.0311662 | Time: 1561.25 ms [2021-01-23 20:31:22 main:574] : INFO : Epoch 949 | loss: 0.0311579 | val_loss: 0.0311627 | Time: 1590.55 ms [2021-01-23 20:31:24 main:574] : INFO : Epoch 950 | loss: 0.0311574 | val_loss: 0.0311642 | Time: 1574.51 ms [2021-01-23 20:31:26 main:574] : INFO : Epoch 951 | loss: 0.031158 | val_loss: 0.0311613 | Time: 1558.91 ms [2021-01-23 20:31:27 main:574] : INFO : Epoch 952 | loss: 0.0311576 | val_loss: 0.0311626 | Time: 1577.32 ms [2021-01-23 20:31:29 main:574] : INFO : Epoch 953 | loss: 0.0311582 | val_loss: 0.0311653 | Time: 1562.06 ms [2021-01-23 20:31:30 main:574] : INFO : Epoch 954 | loss: 0.0311582 | val_loss: 0.0311654 | Time: 1567.15 ms [2021-01-23 20:31:32 main:574] : INFO : Epoch 955 | loss: 0.0311566 | val_loss: 0.0311637 | Time: 1597.91 ms [2021-01-23 20:31:33 main:574] : INFO : Epoch 956 | loss: 0.0311569 | val_loss: 0.0311609 | Time: 1590.7 ms [2021-01-23 20:31:35 main:574] : INFO : Epoch 957 | loss: 0.0311572 | val_loss: 0.031161 | Time: 1569.31 ms [2021-01-23 20:31:37 main:574] : INFO : Epoch 958 | loss: 0.0311562 | val_loss: 0.0311615 | Time: 1578.19 ms [2021-01-23 20:31:38 main:574] : INFO : Epoch 959 | loss: 0.0311553 | val_loss: 0.031161 | Time: 1574.76 ms [2021-01-23 20:31:40 main:574] : INFO : Epoch 960 | loss: 0.0311561 | val_loss: 0.0311615 | Time: 1561.67 ms [2021-01-23 20:31:41 main:574] : INFO : Epoch 961 | loss: 0.0311562 | val_loss: 0.0311627 | Time: 1586.84 ms [2021-01-23 20:31:43 main:574] : INFO : Epoch 962 | loss: 0.0311588 | val_loss: 0.0311687 | Time: 1564.68 ms [2021-01-23 20:31:45 main:574] : INFO : Epoch 963 | loss: 0.031158 | val_loss: 0.0311629 | Time: 1535.25 ms [2021-01-23 20:31:46 main:574] : INFO : Epoch 964 | loss: 0.0311598 | val_loss: 0.031164 | Time: 1582.29 ms [2021-01-23 20:31:48 main:574] : INFO : Epoch 965 | loss: 0.0311571 | val_loss: 0.031162 | Time: 1531.2 ms [2021-01-23 20:31:49 main:574] : INFO : Epoch 966 | loss: 0.0311577 | val_loss: 0.0311653 | Time: 1576.85 ms [2021-01-23 20:31:51 main:574] : INFO : Epoch 967 | loss: 0.0311595 | val_loss: 0.0311656 | Time: 1586.32 ms [2021-01-23 20:31:52 main:574] : INFO : Epoch 968 | loss: 0.031159 | val_loss: 0.0311738 | Time: 1584.24 ms [2021-01-23 20:31:54 main:574] : INFO : Epoch 969 | loss: 0.0311611 | val_loss: 0.0311745 | Time: 1569.32 ms [2021-01-23 20:31:56 main:574] : INFO : Epoch 970 | loss: 0.0311582 | val_loss: 0.031166 | Time: 1559.95 ms [2021-01-23 20:31:57 main:574] : INFO : Epoch 971 | loss: 0.0311572 | val_loss: 0.0311631 | Time: 1557.88 ms [2021-01-23 20:31:59 main:574] : INFO : Epoch 972 | loss: 0.0311557 | val_loss: 0.0311647 | Time: 1567.33 ms [2021-01-23 20:32:00 main:574] : INFO : Epoch 973 | loss: 0.0311559 | val_loss: 0.0311641 | Time: 1555.08 ms [2021-01-23 20:32:02 main:574] : INFO : Epoch 974 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 1546.61 ms [2021-01-23 20:32:03 main:574] : INFO : Epoch 975 | loss: 0.0311559 | val_loss: 0.0311667 | Time: 1583.61 ms [2021-01-23 20:32:05 main:574] : INFO : Epoch 976 | loss: 0.0311552 | val_loss: 0.0311689 | Time: 1554.98 ms [2021-01-23 20:32:07 main:574] : INFO : Epoch 977 | loss: 0.0311563 | val_loss: 0.0311653 | Time: 1594.46 ms [2021-01-23 20:32:08 main:574] : INFO : Epoch 978 | loss: 0.0311579 | val_loss: 0.031166 | Time: 1557.89 ms [2021-01-23 20:32:10 main:574] : INFO : Epoch 979 | loss: 0.0311561 | val_loss: 0.0311661 | Time: 1558.01 ms [2021-01-23 20:32:11 main:574] : INFO : Epoch 980 | loss: 0.0311564 | val_loss: 0.0311651 | Time: 1594.67 ms [2021-01-23 20:32:13 main:574] : INFO : Epoch 981 | loss: 0.0311544 | val_loss: 0.031162 | Time: 1563.02 ms [2021-01-23 20:32:15 main:574] : INFO : Epoch 982 | loss: 0.0311542 | val_loss: 0.0311661 | Time: 1565.11 ms [2021-01-23 20:32:16 main:574] : INFO : Epoch 983 | loss: 0.0311561 | val_loss: 0.0311621 | Time: 1595.81 ms [2021-01-23 20:32:18 main:574] : INFO : Epoch 984 | loss: 0.0311537 | val_loss: 0.0311632 | Time: 1590.48 ms [2021-01-23 20:32:19 main:574] : INFO : Epoch 985 | loss: 0.0311572 | val_loss: 0.0311636 | Time: 1547.57 ms [2021-01-23 20:32:21 main:574] : INFO : Epoch 986 | loss: 0.0311567 | val_loss: 0.0311635 | Time: 1568.29 ms [2021-01-23 20:32:22 main:574] : INFO : Epoch 987 | loss: 0.0311542 | val_loss: 0.0311622 | Time: 1612.1 ms [2021-01-23 20:32:24 main:574] : INFO : Epoch 988 | loss: 0.0311528 | val_loss: 0.0311626 | Time: 1604.51 ms [2021-01-23 20:32:26 main:574] : INFO : Epoch 989 | loss: 0.0311547 | val_loss: 0.0311654 | Time: 1533.75 ms [2021-01-23 20:32:27 main:574] : INFO : Epoch 990 | loss: 0.0311531 | val_loss: 0.0311626 | Time: 1584.37 ms [2021-01-23 20:32:29 main:574] : INFO : Epoch 991 | loss: 0.0311532 | val_loss: 0.0311636 | Time: 1605.41 ms [2021-01-23 20:32:30 main:574] : INFO : Epoch 992 | loss: 0.0311531 | val_loss: 0.0311625 | Time: 1568.26 ms [2021-01-23 20:32:32 main:574] : INFO : Epoch 993 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 1578.81 ms [2021-01-23 20:32:34 main:574] : INFO : Epoch 994 | loss: 0.0311526 | val_loss: 0.0311636 | Time: 1577.23 ms [2021-01-23 20:32:35 main:574] : INFO : Epoch 995 | loss: 0.0311542 | val_loss: 0.0311625 | Time: 1579.49 ms [2021-01-23 20:32:37 main:574] : INFO : Epoch 996 | loss: 0.0311533 | val_loss: 0.031166 | Time: 1564.48 ms [2021-01-23 20:32:38 main:574] : INFO : Epoch 997 | loss: 0.0311563 | val_loss: 0.0311655 | Time: 1590.29 ms [2021-01-23 20:32:40 main:574] : INFO : Epoch 998 | loss: 0.0311544 | val_loss: 0.0311635 | Time: 1544.72 ms [2021-01-23 20:32:42 main:574] : INFO : Epoch 999 | loss: 0.0311529 | val_loss: 0.0311652 | Time: 1571.45 ms [2021-01-23 20:32:43 main:574] : INFO : Epoch 1000 | loss: 0.0311532 | val_loss: 0.0311631 | Time: 1555.92 ms [2021-01-23 20:32:45 main:574] : INFO : Epoch 1001 | loss: 0.0311532 | val_loss: 0.0311622 | Time: 1566.06 ms [2021-01-23 20:32:46 main:574] : INFO : Epoch 1002 | loss: 0.0311533 | val_loss: 0.031167 | Time: 1610 ms [2021-01-23 20:32:48 main:574] : INFO : Epoch 1003 | loss: 0.0311541 | val_loss: 0.0311631 | Time: 1584.02 ms [2021-01-23 20:32:49 main:574] : INFO : Epoch 1004 | loss: 0.0311526 | val_loss: 0.0311643 | Time: 1605.83 ms [2021-01-23 20:32:51 main:574] : INFO : Epoch 1005 | loss: 0.0311526 | val_loss: 0.0311649 | Time: 1595.67 ms [2021-01-23 20:32:53 main:574] : INFO : Epoch 1006 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 1572.6 ms [2021-01-23 20:32:54 main:574] : INFO : Epoch 1007 | loss: 0.031154 | val_loss: 0.0311648 | Time: 1576.63 ms [2021-01-23 20:32:56 main:574] : INFO : Epoch 1008 | loss: 0.0311552 | val_loss: 0.0311645 | Time: 1574.57 ms [2021-01-23 20:32:57 main:574] : INFO : Epoch 1009 | loss: 0.0311547 | val_loss: 0.0311659 | Time: 1575.75 ms [2021-01-23 20:32:59 main:574] : INFO : Epoch 1010 | loss: 0.0311543 | val_loss: 0.0311675 | Time: 1578.63 ms [2021-01-23 20:33:01 main:574] : INFO : Epoch 1011 | loss: 0.0311548 | val_loss: 0.0311642 | Time: 1545.92 ms [2021-01-23 20:33:02 main:574] : INFO : Epoch 1012 | loss: 0.0311546 | val_loss: 0.0311638 | Time: 1562.82 ms [2021-01-23 20:33:04 main:574] : INFO : Epoch 1013 | loss: 0.0311548 | val_loss: 0.0311669 | Time: 1561.34 ms [2021-01-23 20:33:05 main:574] : INFO : Epoch 1014 | loss: 0.0311539 | val_loss: 0.0311674 | Time: 1577.56 ms [2021-01-23 20:33:07 main:574] : INFO : Epoch 1015 | loss: 0.0311552 | val_loss: 0.0311704 | Time: 1615.22 ms [2021-01-23 20:33:09 main:574] : INFO : Epoch 1016 | loss: 0.0311558 | val_loss: 0.0311686 | Time: 1569.96 ms [2021-01-23 20:33:10 main:574] : INFO : Epoch 1017 | loss: 0.0311557 | val_loss: 0.0311651 | Time: 1594.58 ms [2021-01-23 20:33:12 main:574] : INFO : Epoch 1018 | loss: 0.0311522 | val_loss: 0.0311649 | Time: 1577.17 ms [2021-01-23 20:33:13 main:574] : INFO : Epoch 1019 | loss: 0.0311537 | val_loss: 0.0311683 | Time: 1576.89 ms [2021-01-23 20:33:15 main:574] : INFO : Epoch 1020 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 1581.88 ms [2021-01-23 20:33:16 main:574] : INFO : Epoch 1021 | loss: 0.0311541 | val_loss: 0.0311638 | Time: 1576.75 ms [2021-01-23 20:33:18 main:574] : INFO : Epoch 1022 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 1596.75 ms [2021-01-23 20:33:20 main:574] : INFO : Epoch 1023 | loss: 0.0311593 | val_loss: 0.0311617 | Time: 1583.47 ms [2021-01-23 20:33:21 main:574] : INFO : Epoch 1024 | loss: 0.0311554 | val_loss: 0.0311626 | Time: 1580.15 ms [2021-01-23 20:33:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311626 [2021-01-23 20:33:21 main:603] : INFO : Saving end state to config to file [2021-01-23 20:33:21 main:608] : INFO : Success, exiting.. 20:33:21 (9796): 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)