Task 3673038
| Name | ParityMachine-1606531129-18504-10_0 |
| Workunit | 1869019 |
| Created | 14 Jan 2021, 6:29:14 UTC |
| Sent | 15 Jan 2021, 8:22:51 UTC |
| Report deadline | 22 Jan 2021, 8:22:51 UTC |
| Received | 15 Jan 2021, 20:15:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 26 sec |
| CPU time | 26 min 46 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,455.40 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> : Epoch 514 | loss: 0.0311605 | val_loss: 0.0311765 | Time: 1603.53 ms [2021-01-15 14:00:57 main:574] : INFO : Epoch 515 | loss: 0.0311615 | val_loss: 0.0311875 | Time: 1582.22 ms [2021-01-15 14:00:59 main:574] : INFO : Epoch 516 | loss: 0.031166 | val_loss: 0.0311772 | Time: 1587.49 ms [2021-01-15 14:01:00 main:574] : INFO : Epoch 517 | loss: 0.0311633 | val_loss: 0.0311767 | Time: 1529.48 ms [2021-01-15 14:01:02 main:574] : INFO : Epoch 518 | loss: 0.0311596 | val_loss: 0.0311783 | Time: 1583.23 ms [2021-01-15 14:01:04 main:574] : INFO : Epoch 519 | loss: 0.0311588 | val_loss: 0.0311776 | Time: 1554.14 ms [2021-01-15 14:01:05 main:574] : INFO : Epoch 520 | loss: 0.0311584 | val_loss: 0.0311777 | Time: 1566.89 ms [2021-01-15 14:01:07 main:574] : INFO : Epoch 521 | loss: 0.0311592 | val_loss: 0.0311849 | Time: 1591.7 ms [2021-01-15 14:01:08 main:574] : INFO : Epoch 522 | loss: 0.0311595 | val_loss: 0.0311821 | Time: 1564.13 ms [2021-01-15 14:01:10 main:574] : INFO : Epoch 523 | loss: 0.031159 | val_loss: 0.0311781 | Time: 1546.94 ms [2021-01-15 14:01:11 main:574] : INFO : Epoch 524 | loss: 0.0311582 | val_loss: 0.0311771 | Time: 1594.22 ms [2021-01-15 14:01:13 main:574] : INFO : Epoch 525 | loss: 0.0311608 | val_loss: 0.031182 | Time: 1597.52 ms [2021-01-15 14:01:15 main:574] : INFO : Epoch 526 | loss: 0.03116 | val_loss: 0.0311795 | Time: 1595.62 ms [2021-01-15 14:01:16 main:574] : INFO : Epoch 527 | loss: 0.0311585 | val_loss: 0.0311807 | Time: 1575.54 ms [2021-01-15 14:01:18 main:574] : INFO : Epoch 528 | loss: 0.0311586 | val_loss: 0.0311777 | Time: 1580.42 ms [2021-01-15 14:01:19 main:574] : INFO : Epoch 529 | loss: 0.0311581 | val_loss: 0.0311785 | Time: 1580.17 ms [2021-01-15 14:01:21 main:574] : INFO : Epoch 530 | loss: 0.0311574 | val_loss: 0.0311776 | Time: 1579.26 ms [2021-01-15 14:01:23 main:574] : INFO : Epoch 531 | loss: 0.0311575 | val_loss: 0.0311774 | Time: 1574.64 ms [2021-01-15 14:01:24 main:574] : INFO : Epoch 532 | loss: 0.0311576 | val_loss: 0.0311792 | Time: 1593.98 ms [2021-01-15 14:01:26 main:574] : INFO : Epoch 533 | loss: 0.0311586 | val_loss: 0.0311837 | Time: 1571.76 ms [2021-01-15 14:01:27 main:574] : INFO : Epoch 534 | loss: 0.0311597 | val_loss: 0.0311768 | Time: 1571.42 ms [2021-01-15 14:01:29 main:574] : INFO : Epoch 535 | loss: 0.0311594 | val_loss: 0.0311766 | Time: 1591.53 ms [2021-01-15 14:01:31 main:574] : INFO : Epoch 536 | loss: 0.0311574 | val_loss: 0.0311813 | Time: 1600.64 ms [2021-01-15 14:01:32 main:574] : INFO : Epoch 537 | loss: 0.0311561 | val_loss: 0.0311772 | Time: 1592.99 ms [2021-01-15 14:01:34 main:574] : INFO : Epoch 538 | loss: 0.0311569 | val_loss: 0.0311772 | Time: 1570.77 ms [2021-01-15 14:01:35 main:574] : INFO : Epoch 539 | loss: 0.0311564 | val_loss: 0.0311786 | Time: 1597.93 ms [2021-01-15 14:01:37 main:574] : INFO : Epoch 540 | loss: 0.0311567 | val_loss: 0.0311783 | Time: 1541.97 ms [2021-01-15 14:01:39 main:574] : INFO : Epoch 541 | loss: 0.0311561 | val_loss: 0.0311798 | Time: 1580.28 ms [2021-01-15 14:01:40 main:574] : INFO : Epoch 542 | loss: 0.0311571 | val_loss: 0.0311829 | Time: 1564.68 ms [2021-01-15 14:01:42 main:574] : INFO : Epoch 543 | loss: 0.0311594 | val_loss: 0.0311819 | Time: 1576.07 ms [2021-01-15 14:01:43 main:574] : INFO : Epoch 544 | loss: 0.0311601 | val_loss: 0.0311804 | Time: 1574.3 ms [2021-01-15 14:01:45 main:574] : INFO : Epoch 545 | loss: 0.0311565 | val_loss: 0.0311793 | Time: 1579.61 ms [2021-01-15 14:01:46 main:574] : INFO : Epoch 546 | loss: 0.0311556 | val_loss: 0.0311802 | Time: 1547.09 ms [2021-01-15 14:01:48 main:574] : INFO : Epoch 547 | loss: 0.0311562 | val_loss: 0.0311797 | Time: 1589.07 ms [2021-01-15 14:01:50 main:574] : INFO : Epoch 548 | loss: 0.031155 | val_loss: 0.0311829 | Time: 1602.85 ms [2021-01-15 14:01:51 main:574] : INFO : Epoch 549 | loss: 0.0311601 | val_loss: 0.0311809 | Time: 1590.4 ms [2021-01-15 14:01:53 main:574] : INFO : Epoch 550 | loss: 0.0311629 | val_loss: 0.0311896 | Time: 1545.63 ms [2021-01-15 14:01:54 main:574] : INFO : Epoch 551 | loss: 0.0311613 | val_loss: 0.0311856 | Time: 1579.22 ms [2021-01-15 14:01:56 main:574] : INFO : Epoch 552 | loss: 0.0311584 | val_loss: 0.0311818 | Time: 1543.7 ms [2021-01-15 14:01:58 main:574] : INFO : Epoch 553 | loss: 0.0311567 | val_loss: 0.0311821 | Time: 1584.27 ms [2021-01-15 14:01:59 main:574] : INFO : Epoch 554 | loss: 0.031157 | val_loss: 0.0311781 | Time: 1574.55 ms [2021-01-15 14:02:01 main:574] : INFO : Epoch 555 | loss: 0.0311557 | val_loss: 0.0311824 | Time: 1590.29 ms [2021-01-15 14:02:02 main:574] : INFO : Epoch 556 | loss: 0.0311548 | val_loss: 0.0311789 | Time: 1558.04 ms [2021-01-15 14:02:04 main:574] : INFO : Epoch 557 | loss: 0.031155 | val_loss: 0.0311826 | Time: 1587.39 ms [2021-01-15 14:02:06 main:574] : INFO : Epoch 558 | loss: 0.0311572 | val_loss: 0.0311796 | Time: 1603.08 ms [2021-01-15 14:02:07 main:574] : INFO : Epoch 559 | loss: 0.031159 | val_loss: 0.0311793 | Time: 1571.97 ms [2021-01-15 14:02:09 main:574] : INFO : Epoch 560 | loss: 0.0311606 | val_loss: 0.031186 | Time: 1593.82 ms [2021-01-15 14:02:10 main:574] : INFO : Epoch 561 | loss: 0.0311621 | val_loss: 0.0311796 | Time: 1588.85 ms [2021-01-15 14:02:12 main:574] : INFO : Epoch 562 | loss: 0.0311608 | val_loss: 0.0311892 | Time: 1598.96 ms [2021-01-15 14:02:13 main:574] : INFO : Epoch 563 | loss: 0.0311604 | val_loss: 0.0311785 | Time: 1560.72 ms [2021-01-15 14:02:15 main:574] : INFO : Epoch 564 | loss: 0.0311571 | val_loss: 0.0311795 | Time: 1542.36 ms [2021-01-15 14:02:17 main:574] : INFO : Epoch 565 | loss: 0.031157 | val_loss: 0.0311782 | Time: 1589.79 ms [2021-01-15 14:02:18 main:574] : INFO : Epoch 566 | loss: 0.0311574 | val_loss: 0.0311783 | Time: 1596.59 ms [2021-01-15 14:02:20 main:574] : INFO : Epoch 567 | loss: 0.031157 | val_loss: 0.0311783 | Time: 1595.35 ms [2021-01-15 14:02:21 main:574] : INFO : Epoch 568 | loss: 0.031157 | val_loss: 0.0311783 | Time: 1571.76 ms [2021-01-15 14:02:23 main:574] : INFO : Epoch 569 | loss: 0.0311579 | val_loss: 0.031179 | Time: 1586.64 ms [2021-01-15 14:02:25 main:574] : INFO : Epoch 570 | loss: 0.0311559 | val_loss: 0.0311778 | Time: 1584.45 ms [2021-01-15 14:02:26 main:574] : INFO : Epoch 571 | loss: 0.0311576 | val_loss: 0.0311786 | Time: 1609.41 ms [2021-01-15 14:02:28 main:574] : INFO : Epoch 572 | loss: 0.0311584 | val_loss: 0.0311799 | Time: 1592.97 ms [2021-01-15 14:02:29 main:574] : INFO : Epoch 573 | loss: 0.0311583 | val_loss: 0.03118 | Time: 1567.23 ms [2021-01-15 14:02:31 main:574] : INFO : Epoch 574 | loss: 0.0311606 | val_loss: 0.0311803 | Time: 1584.27 ms [2021-01-15 14:02:33 main:574] : INFO : Epoch 575 | loss: 0.0311585 | val_loss: 0.0311781 | Time: 1569.55 ms [2021-01-15 14:02:34 main:574] : INFO : Epoch 576 | loss: 0.0311566 | val_loss: 0.0311804 | Time: 1595.26 ms [2021-01-15 14:02:36 main:574] : INFO : Epoch 577 | loss: 0.0311585 | val_loss: 0.0311797 | Time: 1570.08 ms [2021-01-15 14:02:37 main:574] : INFO : Epoch 578 | loss: 0.031157 | val_loss: 0.0311789 | Time: 1592.63 ms [2021-01-15 14:02:39 main:574] : INFO : Epoch 579 | loss: 0.0311567 | val_loss: 0.0311785 | Time: 1575.62 ms [2021-01-15 14:02:41 main:574] : INFO : Epoch 580 | loss: 0.0311574 | val_loss: 0.0311816 | Time: 1574.25 ms [2021-01-15 14:02:42 main:574] : INFO : Epoch 581 | loss: 0.0311585 | val_loss: 0.0311791 | Time: 1580.24 ms [2021-01-15 14:02:44 main:574] : INFO : Epoch 582 | loss: 0.031157 | val_loss: 0.0311821 | Time: 1563.25 ms [2021-01-15 14:02:45 main:574] : INFO : Epoch 583 | loss: 0.0311613 | val_loss: 0.0311832 | Time: 1599.81 ms [2021-01-15 14:02:47 main:574] : INFO : Epoch 584 | loss: 0.0311628 | val_loss: 0.031184 | Time: 1614.43 ms [2021-01-15 14:02:49 main:574] : INFO : Epoch 585 | loss: 0.0311587 | val_loss: 0.0311785 | Time: 1563.28 ms [2021-01-15 14:02:50 main:574] : INFO : Epoch 586 | loss: 0.0311582 | val_loss: 0.0311792 | Time: 1574.52 ms [2021-01-15 14:02:52 main:574] : INFO : Epoch 587 | loss: 0.0311577 | val_loss: 0.0311777 | Time: 1571.17 ms [2021-01-15 14:02:53 main:574] : INFO : Epoch 588 | loss: 0.0311568 | val_loss: 0.0311785 | Time: 1575.31 ms [2021-01-15 14:02:55 main:574] : INFO : Epoch 589 | loss: 0.0311566 | val_loss: 0.0311779 | Time: 1566.63 ms [2021-01-15 14:02:56 main:574] : INFO : Epoch 590 | loss: 0.0311554 | val_loss: 0.031178 | Time: 1555.18 ms [2021-01-15 14:02:58 main:574] : INFO : Epoch 591 | loss: 0.0311568 | val_loss: 0.03118 | Time: 1589.15 ms [2021-01-15 14:03:00 main:574] : INFO : Epoch 592 | loss: 0.0311575 | val_loss: 0.0311769 | Time: 1596.18 ms [2021-01-15 14:03:01 main:574] : INFO : Epoch 593 | loss: 0.0311596 | val_loss: 0.0311798 | Time: 1582.75 ms [2021-01-15 14:03:03 main:574] : INFO : Epoch 594 | loss: 0.0311607 | val_loss: 0.0311772 | Time: 1568.49 ms [2021-01-15 14:03:04 main:574] : INFO : Epoch 595 | loss: 0.0311584 | val_loss: 0.0311789 | Time: 1577.72 ms [2021-01-15 14:03:06 main:574] : INFO : Epoch 596 | loss: 0.0311588 | val_loss: 0.0311771 | Time: 1549.47 ms [2021-01-15 14:03:08 main:574] : INFO : Epoch 597 | loss: 0.0311569 | val_loss: 0.0311756 | Time: 1582.25 ms [2021-01-15 14:03:09 main:574] : INFO : Epoch 598 | loss: 0.0311567 | val_loss: 0.0311787 | Time: 1590.65 ms [2021-01-15 14:03:11 main:574] : INFO : Epoch 599 | loss: 0.0311563 | val_loss: 0.0311758 | Time: 1580.27 ms [2021-01-15 14:03:12 main:574] : INFO : Epoch 600 | loss: 0.0311549 | val_loss: 0.0311761 | Time: 1608.74 ms [2021-01-15 14:03:14 main:574] : INFO : Epoch 601 | loss: 0.0311547 | val_loss: 0.0311785 | Time: 1572.27 ms [2021-01-15 14:03:16 main:574] : INFO : Epoch 602 | loss: 0.0311539 | val_loss: 0.0311784 | Time: 1569.38 ms [2021-01-15 14:03:17 main:574] : INFO : Epoch 603 | loss: 0.0311544 | val_loss: 0.0311799 | Time: 1591.88 ms [2021-01-15 14:03:19 main:574] : INFO : Epoch 604 | loss: 0.0311538 | val_loss: 0.0311793 | Time: 1572.1 ms [2021-01-15 14:03:20 main:574] : INFO : Epoch 605 | loss: 0.0311557 | val_loss: 0.0311758 | Time: 1622.8 ms [2021-01-15 14:03:22 main:574] : INFO : Epoch 606 | loss: 0.031155 | val_loss: 0.0311755 | Time: 1601.62 ms [2021-01-15 14:03:24 main:574] : INFO : Epoch 607 | loss: 0.0311542 | val_loss: 0.0311781 | Time: 1596.64 ms [2021-01-15 14:03:25 main:574] : INFO : Epoch 608 | loss: 0.0311556 | val_loss: 0.0311786 | Time: 1586.35 ms [2021-01-15 14:03:27 main:574] : INFO : Epoch 609 | loss: 0.0311555 | val_loss: 0.0311806 | Time: 1575.67 ms [2021-01-15 14:03:28 main:574] : INFO : Epoch 610 | loss: 0.031155 | val_loss: 0.0311762 | Time: 1593.65 ms [2021-01-15 14:03:30 main:574] : INFO : Epoch 611 | loss: 0.031154 | val_loss: 0.0311752 | Time: 1566.08 ms [2021-01-15 14:03:32 main:574] : INFO : Epoch 612 | loss: 0.0311539 | val_loss: 0.0311771 | Time: 1585.78 ms [2021-01-15 14:03:33 main:574] : INFO : Epoch 613 | loss: 0.031158 | val_loss: 0.0311821 | Time: 1583.03 ms [2021-01-15 14:03:35 main:574] : INFO : Epoch 614 | loss: 0.0311574 | val_loss: 0.0311778 | Time: 1587.76 ms [2021-01-15 14:03:36 main:574] : INFO : Epoch 615 | loss: 0.0311567 | val_loss: 0.0311772 | Time: 1598.51 ms [2021-01-15 14:03:38 main:574] : INFO : Epoch 616 | loss: 0.0311567 | val_loss: 0.0311828 | Time: 1545.63 ms [2021-01-15 14:03:39 main:574] : INFO : Epoch 617 | loss: 0.0311557 | val_loss: 0.031177 | Time: 1567.36 ms [2021-01-15 14:03:41 main:574] : INFO : Epoch 618 | loss: 0.0311567 | val_loss: 0.0311782 | Time: 1557.37 ms [2021-01-15 14:03:43 main:574] : INFO : Epoch 619 | loss: 0.0311556 | val_loss: 0.0311762 | Time: 1558.19 ms [2021-01-15 14:03:44 main:574] : INFO : Epoch 620 | loss: 0.0311543 | val_loss: 0.0311772 | Time: 1580.23 ms [2021-01-15 14:03:46 main:574] : INFO : Epoch 621 | loss: 0.0311558 | val_loss: 0.0311786 | Time: 1563.31 ms [2021-01-15 14:03:47 main:574] : INFO : Epoch 622 | loss: 0.0311549 | val_loss: 0.0311779 | Time: 1586.32 ms [2021-01-15 14:03:49 main:574] : INFO : Epoch 623 | loss: 0.0311552 | val_loss: 0.0311818 | Time: 1594.98 ms [2021-01-15 14:03:51 main:574] : INFO : Epoch 624 | loss: 0.0311573 | val_loss: 0.0311752 | Time: 1595.62 ms [2021-01-15 14:03:52 main:574] : INFO : Epoch 625 | loss: 0.0311541 | val_loss: 0.0311751 | Time: 1598.33 ms [2021-01-15 14:03:54 main:574] : INFO : Epoch 626 | loss: 0.0311531 | val_loss: 0.0311765 | Time: 1559.92 ms [2021-01-15 14:03:55 main:574] : INFO : Epoch 627 | loss: 0.0311538 | val_loss: 0.031178 | Time: 1602.16 ms [2021-01-15 14:03:57 main:574] : INFO : Epoch 628 | loss: 0.0311537 | val_loss: 0.0311762 | Time: 1576.6 ms [2021-01-15 14:03:59 main:574] : INFO : Epoch 629 | loss: 0.031154 | val_loss: 0.0311758 | Time: 1598.7 ms [2021-01-15 14:04:00 main:574] : INFO : Epoch 630 | loss: 0.0311531 | val_loss: 0.0311775 | Time: 1584.8 ms [2021-01-15 14:04:02 main:574] : INFO : Epoch 631 | loss: 0.0311538 | val_loss: 0.0311781 | Time: 1589.47 ms [2021-01-15 14:04:03 main:574] : INFO : Epoch 632 | loss: 0.0311551 | val_loss: 0.0311766 | Time: 1568.52 ms [2021-01-15 14:04:05 main:574] : INFO : Epoch 633 | loss: 0.0311539 | val_loss: 0.031177 | Time: 1575.26 ms [2021-01-15 14:04:07 main:574] : INFO : Epoch 634 | loss: 0.0311552 | val_loss: 0.0311804 | Time: 1596.33 ms [2021-01-15 14:04:08 main:574] : INFO : Epoch 635 | loss: 0.0311556 | val_loss: 0.0311839 | Time: 1593.01 ms [2021-01-15 14:04:10 main:574] : INFO : Epoch 636 | loss: 0.0311543 | val_loss: 0.0311771 | Time: 1566.13 ms [2021-01-15 14:04:11 main:574] : INFO : Epoch 637 | loss: 0.0311527 | val_loss: 0.0311773 | Time: 1608.71 ms [2021-01-15 14:04:13 main:574] : INFO : Epoch 638 | loss: 0.0311531 | val_loss: 0.0311799 | Time: 1555.86 ms [2021-01-15 14:04:15 main:574] : INFO : Epoch 639 | loss: 0.0311555 | val_loss: 0.0311788 | Time: 1621.18 ms [2021-01-15 14:04:16 main:574] : INFO : Epoch 640 | loss: 0.0311563 | val_loss: 0.0311842 | Time: 1604.7 ms [2021-01-15 14:04:18 main:574] : INFO : Epoch 641 | loss: 0.031159 | val_loss: 0.0311824 | Time: 1603.19 ms [2021-01-15 14:04:19 main:574] : INFO : Epoch 642 | loss: 0.0311585 | val_loss: 0.0311823 | Time: 1604.02 ms [2021-01-15 14:04:21 main:574] : INFO : Epoch 643 | loss: 0.0311572 | val_loss: 0.0311816 | Time: 1598.25 ms [2021-01-15 14:04:23 main:574] : INFO : Epoch 644 | loss: 0.0311576 | val_loss: 0.0311828 | Time: 1609.84 ms [2021-01-15 14:04:24 main:574] : INFO : Epoch 645 | loss: 0.0311574 | val_loss: 0.0311836 | Time: 1601.85 ms [2021-01-15 14:04:26 main:574] : INFO : Epoch 646 | loss: 0.0311564 | val_loss: 0.0311797 | Time: 1568.76 ms [2021-01-15 14:04:27 main:574] : INFO : Epoch 647 | loss: 0.0311552 | val_loss: 0.0311797 | Time: 1579.13 ms [2021-01-15 14:04:29 main:574] : INFO : Epoch 648 | loss: 0.0311558 | val_loss: 0.0311904 | Time: 1587.49 ms [2021-01-15 14:04:31 main:574] : INFO : Epoch 649 | loss: 0.0311594 | val_loss: 0.0311837 | Time: 1579.88 ms [2021-01-15 14:04:32 main:574] : INFO : Epoch 650 | loss: 0.0311565 | val_loss: 0.0311809 | Time: 1589.64 ms [2021-01-15 14:04:34 main:574] : INFO : Epoch 651 | loss: 0.0311557 | val_loss: 0.0311816 | Time: 1602.52 ms [2021-01-15 14:04:35 main:574] : INFO : Epoch 652 | loss: 0.0311564 | val_loss: 0.0311786 | Time: 1601.2 ms [2021-01-15 14:04:37 main:574] : INFO : Epoch 653 | loss: 0.0311562 | val_loss: 0.0311791 | Time: 1565.34 ms [2021-01-15 14:04:39 main:574] : INFO : Epoch 654 | loss: 0.0311563 | val_loss: 0.0311808 | Time: 1587.5 ms [2021-01-15 14:04:40 main:574] : INFO : Epoch 655 | loss: 0.0311554 | val_loss: 0.0311793 | Time: 1585.25 ms [2021-01-15 14:04:42 main:574] : INFO : Epoch 656 | loss: 0.0311553 | val_loss: 0.0311793 | Time: 1588.82 ms [2021-01-15 14:04:43 main:574] : INFO : Epoch 657 | loss: 0.031156 | val_loss: 0.0311792 | Time: 1592.64 ms [2021-01-15 14:04:45 main:574] : INFO : Epoch 658 | loss: 0.031157 | val_loss: 0.0311836 | Time: 1559.91 ms [2021-01-15 14:04:47 main:574] : INFO : Epoch 659 | loss: 0.0311575 | val_loss: 0.0311812 | Time: 1593.48 ms [2021-01-15 14:04:48 main:574] : INFO : Epoch 660 | loss: 0.0311561 | val_loss: 0.0311784 | Time: 1548.74 ms [2021-01-15 14:04:50 main:574] : INFO : Epoch 661 | loss: 0.0311573 | val_loss: 0.0311811 | Time: 1570.31 ms [2021-01-15 14:04:51 main:574] : INFO : Epoch 662 | loss: 0.0311575 | val_loss: 0.0311774 | Time: 1564.64 ms [2021-01-15 14:04:53 main:574] : INFO : Epoch 663 | loss: 0.0311572 | val_loss: 0.0311834 | Time: 1570.66 ms [2021-01-15 14:04:54 main:574] : INFO : Epoch 664 | loss: 0.0311557 | val_loss: 0.0311768 | Time: 1561.56 ms [2021-01-15 14:04:56 main:574] : INFO : Epoch 665 | loss: 0.0311543 | val_loss: 0.0311829 | Time: 1563.99 ms [2021-01-15 14:04:58 main:574] : INFO : Epoch 666 | loss: 0.031167 | val_loss: 0.0311846 | Time: 1574.22 ms [2021-01-15 14:04:59 main:574] : INFO : Epoch 667 | loss: 0.0311705 | val_loss: 0.0311795 | Time: 1558.09 ms [2021-01-15 14:05:01 main:574] : INFO : Epoch 668 | loss: 0.031169 | val_loss: 0.0311863 | Time: 1596.33 ms [2021-01-15 14:05:02 main:574] : INFO : Epoch 669 | loss: 0.0311679 | val_loss: 0.0311811 | Time: 1588.8 ms [2021-01-15 14:05:04 main:574] : INFO : Epoch 670 | loss: 0.0311656 | val_loss: 0.031181 | Time: 1564.88 ms [2021-01-15 14:05:06 main:574] : INFO : Epoch 671 | loss: 0.0311655 | val_loss: 0.0311818 | Time: 1600.28 ms [2021-01-15 14:05:07 main:574] : INFO : Epoch 672 | loss: 0.0311666 | val_loss: 0.0311819 | Time: 1568.87 ms [2021-01-15 14:05:09 main:574] : INFO : Epoch 673 | loss: 0.0311664 | val_loss: 0.0311815 | Time: 1611.87 ms [2021-01-15 14:05:10 main:574] : INFO : Epoch 674 | loss: 0.0311629 | val_loss: 0.0311798 | Time: 1594.27 ms [2021-01-15 14:05:12 main:574] : INFO : Epoch 675 | loss: 0.0311628 | val_loss: 0.0311805 | Time: 1558.77 ms [2021-01-15 14:05:14 main:574] : INFO : Epoch 676 | loss: 0.0311634 | val_loss: 0.0311801 | Time: 1570.2 ms [2021-01-15 14:05:15 main:574] : INFO : Epoch 677 | loss: 0.0311669 | val_loss: 0.0311821 | Time: 1584.05 ms [2021-01-15 14:05:17 main:574] : INFO : Epoch 678 | loss: 0.031166 | val_loss: 0.0311811 | Time: 1608.39 ms [2021-01-15 14:05:18 main:574] : INFO : Epoch 679 | loss: 0.0311649 | val_loss: 0.0311811 | Time: 1585.57 ms [2021-01-15 14:05:20 main:574] : INFO : Epoch 680 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 1587.75 ms [2021-01-15 14:05:22 main:574] : INFO : Epoch 681 | loss: 0.0311617 | val_loss: 0.0311796 | Time: 1582.5 ms [2021-01-15 14:05:23 main:574] : INFO : Epoch 682 | loss: 0.0311622 | val_loss: 0.0311814 | Time: 1606.01 ms [2021-01-15 14:05:25 main:574] : INFO : Epoch 683 | loss: 0.0311636 | val_loss: 0.0311776 | Time: 1578.99 ms [2021-01-15 14:05:26 main:574] : INFO : Epoch 684 | loss: 0.0311656 | val_loss: 0.0311796 | Time: 1580.81 ms [2021-01-15 14:05:28 main:574] : INFO : Epoch 685 | loss: 0.0311667 | val_loss: 0.0311812 | Time: 1596.22 ms [2021-01-15 14:05:30 main:574] : INFO : Epoch 686 | loss: 0.0311634 | val_loss: 0.0311782 | Time: 1592.39 ms [2021-01-15 14:05:31 main:574] : INFO : Epoch 687 | loss: 0.0311619 | val_loss: 0.0311779 | Time: 1566.2 ms [2021-01-15 14:05:33 main:574] : INFO : Epoch 688 | loss: 0.0311615 | val_loss: 0.0311792 | Time: 1580.25 ms [2021-01-15 14:05:34 main:574] : INFO : Epoch 689 | loss: 0.0311614 | val_loss: 0.0311809 | Time: 1604.24 ms [2021-01-15 14:05:36 main:574] : INFO : Epoch 690 | loss: 0.0311616 | val_loss: 0.031181 | Time: 1609.3 ms [2021-01-15 14:05:38 main:574] : INFO : Epoch 691 | loss: 0.0311627 | val_loss: 0.0311854 | Time: 1572.82 ms [2021-01-15 14:05:39 main:574] : INFO : Epoch 692 | loss: 0.0311651 | val_loss: 0.0311856 | Time: 1550.73 ms [2021-01-15 14:05:41 main:574] : INFO : Epoch 693 | loss: 0.0311628 | val_loss: 0.0311828 | Time: 1567.72 ms [2021-01-15 14:05:42 main:574] : INFO : Epoch 694 | loss: 0.0311612 | val_loss: 0.0311815 | Time: 1607.49 ms [2021-01-15 14:05:44 main:574] : INFO : Epoch 695 | loss: 0.031161 | val_loss: 0.0311817 | Time: 1559.94 ms [2021-01-15 14:05:45 main:574] : INFO : Epoch 696 | loss: 0.0311628 | val_loss: 0.0311852 | Time: 1568.91 ms [2021-01-15 14:05:47 main:574] : INFO : Epoch 697 | loss: 0.0311644 | val_loss: 0.0311786 | Time: 1576.03 ms [2021-01-15 14:05:49 main:574] : INFO : Epoch 698 | loss: 0.0311609 | val_loss: 0.0311795 | Time: 1594.23 ms [2021-01-15 14:05:50 main:574] : INFO : Epoch 699 | loss: 0.0311614 | val_loss: 0.0311829 | Time: 1574.08 ms [2021-01-15 14:05:52 main:574] : INFO : Epoch 700 | loss: 0.0311657 | val_loss: 0.0311828 | Time: 1557.99 ms [2021-01-15 14:05:53 main:574] : INFO : Epoch 701 | loss: 0.031164 | val_loss: 0.031183 | Time: 1592.15 ms [2021-01-15 14:05:55 main:574] : INFO : Epoch 702 | loss: 0.0311613 | val_loss: 0.0311807 | Time: 1570.05 ms [2021-01-15 14:05:57 main:574] : INFO : Epoch 703 | loss: 0.0311614 | val_loss: 0.0311827 | Time: 1613.3 ms [2021-01-15 14:05:58 main:574] : INFO : Epoch 704 | loss: 0.0311609 | val_loss: 0.0311818 | Time: 1582.59 ms [2021-01-15 14:06:00 main:574] : INFO : Epoch 705 | loss: 0.0311605 | val_loss: 0.0311804 | Time: 1596.72 ms [2021-01-15 14:06:01 main:574] : INFO : Epoch 706 | loss: 0.0311614 | val_loss: 0.0311812 | Time: 1594.95 ms [2021-01-15 14:06:03 main:574] : INFO : Epoch 707 | loss: 0.0311609 | val_loss: 0.0311817 | Time: 1557.45 ms [2021-01-15 14:06:05 main:574] : INFO : Epoch 708 | loss: 0.0311596 | val_loss: 0.0311842 | Time: 1617.01 ms [2021-01-15 14:06:06 main:574] : INFO : Epoch 709 | loss: 0.0311601 | val_loss: 0.0311818 | Time: 1589.78 ms [2021-01-15 14:06:08 main:574] : INFO : Epoch 710 | loss: 0.0311594 | val_loss: 0.0311879 | Time: 1580.08 ms [2021-01-15 14:06:09 main:574] : INFO : Epoch 711 | loss: 0.0311623 | val_loss: 0.0311829 | Time: 1574.25 ms [2021-01-15 14:06:11 main:574] : INFO : Epoch 712 | loss: 0.0311618 | val_loss: 0.0311818 | Time: 1561.32 ms [2021-01-15 14:06:13 main:574] : INFO : Epoch 713 | loss: 0.0311619 | val_loss: 0.0311828 | Time: 1565.06 ms [2021-01-15 14:06:14 main:574] : INFO : Epoch 714 | loss: 0.031161 | val_loss: 0.0311833 | Time: 1577.64 ms [2021-01-15 14:06:16 main:574] : INFO : Epoch 715 | loss: 0.03116 | val_loss: 0.0311856 | Time: 1551.9 ms [2021-01-15 14:06:17 main:574] : INFO : Epoch 716 | loss: 0.0311614 | val_loss: 0.0311804 | Time: 1573.22 ms [2021-01-15 14:06:19 main:574] : INFO : Epoch 717 | loss: 0.0311606 | val_loss: 0.0311814 | Time: 1584.73 ms [2021-01-15 14:06:20 main:574] : INFO : Epoch 718 | loss: 0.0311603 | val_loss: 0.0311792 | Time: 1586.39 ms [2021-01-15 14:06:22 main:574] : INFO : Epoch 719 | loss: 0.0311595 | val_loss: 0.031182 | Time: 1596.51 ms [2021-01-15 14:06:24 main:574] : INFO : Epoch 720 | loss: 0.0311586 | val_loss: 0.0311821 | Time: 1563.01 ms [2021-01-15 14:06:25 main:574] : INFO : Epoch 721 | loss: 0.0311625 | val_loss: 0.0311826 | Time: 1579.52 ms [2021-01-15 14:06:27 main:574] : INFO : Epoch 722 | loss: 0.031163 | val_loss: 0.0311803 | Time: 1566.61 ms [2021-01-15 14:06:28 main:574] : INFO : Epoch 723 | loss: 0.031163 | val_loss: 0.0311858 | Time: 1596.65 ms [2021-01-15 14:06:30 main:574] : INFO : Epoch 724 | loss: 0.0311644 | val_loss: 0.0311793 | Time: 1576.86 ms [2021-01-15 14:06:32 main:574] : INFO : Epoch 725 | loss: 0.0311625 | val_loss: 0.031182 | Time: 1561.81 ms [2021-01-15 14:06:33 main:574] : INFO : Epoch 726 | loss: 0.0311637 | val_loss: 0.0311828 | Time: 1584.57 ms [2021-01-15 14:06:35 main:574] : INFO : Epoch 727 | loss: 0.0311644 | val_loss: 0.0311848 | Time: 1605.91 ms [2021-01-15 14:06:36 main:574] : INFO : Epoch 728 | loss: 0.0311669 | val_loss: 0.0311847 | Time: 1613.63 ms [2021-01-15 14:06:38 main:574] : INFO : Epoch 729 | loss: 0.0311668 | val_loss: 0.031185 | Time: 1580.18 ms [2021-01-15 14:06:40 main:574] : INFO : Epoch 730 | loss: 0.0311663 | val_loss: 0.0311829 | Time: 1575.41 ms [2021-01-15 14:06:41 main:574] : INFO : Epoch 731 | loss: 0.0311636 | val_loss: 0.0311827 | Time: 1596.1 ms [2021-01-15 14:06:43 main:574] : INFO : Epoch 732 | loss: 0.0311647 | val_loss: 0.0311842 | Time: 1549.59 ms [2021-01-15 14:06:44 main:574] : INFO : Epoch 733 | loss: 0.0311659 | val_loss: 0.0311894 | Time: 1569.02 ms [2021-01-15 14:06:46 main:574] : INFO : Epoch 734 | loss: 0.0311656 | val_loss: 0.0311836 | Time: 1567.7 ms [2021-01-15 14:06:48 main:574] : INFO : Epoch 735 | loss: 0.0311634 | val_loss: 0.0311855 | Time: 1595.48 ms [2021-01-15 14:06:49 main:574] : INFO : Epoch 736 | loss: 0.031164 | val_loss: 0.0311868 | Time: 1623.48 ms [2021-01-15 14:06:51 main:574] : INFO : Epoch 737 | loss: 0.0311647 | val_loss: 0.031184 | Time: 1596.17 ms [2021-01-15 14:06:52 main:574] : INFO : Epoch 738 | loss: 0.0311634 | val_loss: 0.0311871 | Time: 1573.06 ms [2021-01-15 14:06:54 main:574] : INFO : Epoch 739 | loss: 0.0311638 | val_loss: 0.0311835 | Time: 1561.59 ms [2021-01-15 14:06:55 main:574] : INFO : Epoch 740 | loss: 0.0311614 | val_loss: 0.0311846 | Time: 1550.54 ms [2021-01-15 14:06:57 main:574] : INFO : Epoch 741 | loss: 0.0311619 | val_loss: 0.0311896 | Time: 1559.04 ms [2021-01-15 14:06:59 main:574] : INFO : Epoch 742 | loss: 0.0311628 | val_loss: 0.0311836 | Time: 1570.38 ms [2021-01-15 14:07:00 main:574] : INFO : Epoch 743 | loss: 0.0311621 | val_loss: 0.031181 | Time: 1585.48 ms [2021-01-15 14:07:02 main:574] : INFO : Epoch 744 | loss: 0.0311629 | val_loss: 0.0311827 | Time: 1558.25 ms [2021-01-15 14:07:03 main:574] : INFO : Epoch 745 | loss: 0.031163 | val_loss: 0.0311834 | Time: 1564.11 ms [2021-01-15 14:07:05 main:574] : INFO : Epoch 746 | loss: 0.0311623 | val_loss: 0.0311808 | Time: 1572.2 ms [2021-01-15 14:07:07 main:574] : INFO : Epoch 747 | loss: 0.0311625 | val_loss: 0.0311818 | Time: 1546.33 ms [2021-01-15 14:07:08 main:574] : INFO : Epoch 748 | loss: 0.0311621 | val_loss: 0.0311825 | Time: 1564.87 ms [2021-01-15 14:07:10 main:574] : INFO : Epoch 749 | loss: 0.031162 | val_loss: 0.031183 | Time: 1585.47 ms [2021-01-15 14:07:11 main:574] : INFO : Epoch 750 | loss: 0.0311617 | val_loss: 0.031183 | Time: 1576.01 ms [2021-01-15 14:07:13 main:574] : INFO : Epoch 751 | loss: 0.0311617 | val_loss: 0.0311856 | Time: 1582.98 ms [2021-01-15 14:07:14 main:574] : INFO : Epoch 752 | loss: 0.0311652 | val_loss: 0.0311831 | Time: 1594.16 ms [2021-01-15 14:07:16 main:574] : INFO : Epoch 753 | loss: 0.0311621 | val_loss: 0.0311814 | Time: 1591.59 ms [2021-01-15 14:07:18 main:574] : INFO : Epoch 754 | loss: 0.0311613 | val_loss: 0.0311846 | Time: 1583.1 ms [2021-01-15 14:07:19 main:574] : INFO : Epoch 755 | loss: 0.0311622 | val_loss: 0.0311828 | Time: 1565.72 ms [2021-01-15 14:07:21 main:574] : INFO : Epoch 756 | loss: 0.0311639 | val_loss: 0.0311831 | Time: 1566.68 ms [2021-01-15 14:07:22 main:574] : INFO : Epoch 757 | loss: 0.0311654 | val_loss: 0.0311799 | Time: 1607.65 ms [2021-01-15 14:07:24 main:574] : INFO : Epoch 758 | loss: 0.0311647 | val_loss: 0.0311825 | Time: 1545.44 ms [2021-01-15 14:07:26 main:574] : INFO : Epoch 759 | loss: 0.0311644 | val_loss: 0.0311806 | Time: 1574.87 ms [2021-01-15 14:07:27 main:574] : INFO : Epoch 760 | loss: 0.0311638 | val_loss: 0.0311818 | Time: 1587.14 ms [2021-01-15 14:07:29 main:574] : INFO : Epoch 761 | loss: 0.0311637 | val_loss: 0.0311797 | Time: 1555.98 ms [2021-01-15 14:07:30 main:574] : INFO : Epoch 762 | loss: 0.0311632 | val_loss: 0.0311828 | Time: 1590.14 ms [2021-01-15 14:07:32 main:574] : INFO : Epoch 763 | loss: 0.0311632 | val_loss: 0.0311789 | Time: 1579.66 ms [2021-01-15 14:07:34 main:574] : INFO : Epoch 764 | loss: 0.0311633 | val_loss: 0.0311802 | Time: 1589.07 ms [2021-01-15 14:07:35 main:574] : INFO : Epoch 765 | loss: 0.0311644 | val_loss: 0.0311794 | Time: 1601.55 ms [2021-01-15 14:07:37 main:574] : INFO : Epoch 766 | loss: 0.0311617 | val_loss: 0.0311825 | Time: 1629.23 ms [2021-01-15 14:07:38 main:574] : INFO : Epoch 767 | loss: 0.0311619 | val_loss: 0.0311797 | Time: 1561.08 ms [2021-01-15 14:07:40 main:574] : INFO : Epoch 768 | loss: 0.0311613 | val_loss: 0.03118 | Time: 1601.93 ms [2021-01-15 14:07:42 main:574] : INFO : Epoch 769 | loss: 0.0311609 | val_loss: 0.0311798 | Time: 1568.09 ms [2021-01-15 14:07:43 main:574] : INFO : Epoch 770 | loss: 0.0311632 | val_loss: 0.0311801 | Time: 1547.81 ms [2021-01-15 14:07:45 main:574] : INFO : Epoch 771 | loss: 0.0311638 | val_loss: 0.0311797 | Time: 1595.84 ms [2021-01-15 14:07:46 main:574] : INFO : Epoch 772 | loss: 0.0311625 | val_loss: 0.0311839 | Time: 1594.63 ms [2021-01-15 14:07:48 main:574] : INFO : Epoch 773 | loss: 0.031162 | val_loss: 0.0311825 | Time: 1594.58 ms [2021-01-15 14:07:50 main:574] : INFO : Epoch 774 | loss: 0.031162 | val_loss: 0.0311824 | Time: 1565.97 ms [2021-01-15 14:07:51 main:574] : INFO : Epoch 775 | loss: 0.0311607 | val_loss: 0.0311832 | Time: 1570.59 ms [2021-01-15 14:07:53 main:574] : INFO : Epoch 776 | loss: 0.0311611 | val_loss: 0.0311816 | Time: 1542.59 ms [2021-01-15 14:07:54 main:574] : INFO : Epoch 777 | loss: 0.0311599 | val_loss: 0.0311802 | Time: 1603.38 ms [2021-01-15 14:07:56 main:574] : INFO : Epoch 778 | loss: 0.0311616 | val_loss: 0.0311818 | Time: 1575.55 ms [2021-01-15 14:07:57 main:574] : INFO : Epoch 779 | loss: 0.031164 | val_loss: 0.0311812 | Time: 1603.34 ms [2021-01-15 14:07:59 main:574] : INFO : Epoch 780 | loss: 0.0311644 | val_loss: 0.0311818 | Time: 1546.26 ms [2021-01-15 14:08:01 main:574] : INFO : Epoch 781 | loss: 0.0311634 | val_loss: 0.0311793 | Time: 1570.53 ms [2021-01-15 14:08:02 main:574] : INFO : Epoch 782 | loss: 0.0311632 | val_loss: 0.0311824 | Time: 1566.39 ms [2021-01-15 14:08:04 main:574] : INFO : Epoch 783 | loss: 0.0311615 | val_loss: 0.0311808 | Time: 1602.98 ms [2021-01-15 14:08:05 main:574] : INFO : Epoch 784 | loss: 0.0311623 | val_loss: 0.031182 | Time: 1597.96 ms [2021-01-15 14:08:07 main:574] : INFO : Epoch 785 | loss: 0.0311628 | val_loss: 0.0311846 | Time: 1547.68 ms [2021-01-15 14:08:09 main:574] : INFO : Epoch 786 | loss: 0.0311641 | val_loss: 0.0311807 | Time: 1606.19 ms [2021-01-15 14:08:10 main:574] : INFO : Epoch 787 | loss: 0.0311638 | val_loss: 0.0311799 | Time: 1608.35 ms [2021-01-15 14:08:12 main:574] : INFO : Epoch 788 | loss: 0.0311626 | val_loss: 0.0311807 | Time: 1537.75 ms [2021-01-15 14:08:13 main:574] : INFO : Epoch 789 | loss: 0.0311654 | val_loss: 0.031183 | Time: 1549.84 ms [2021-01-15 14:08:15 main:574] : INFO : Epoch 790 | loss: 0.0311639 | val_loss: 0.0311811 | Time: 1563.81 ms [2021-01-15 14:08:16 main:574] : INFO : Epoch 791 | loss: 0.031163 | val_loss: 0.0311811 | Time: 1566.93 ms [2021-01-15 14:08:18 main:574] : INFO : Epoch 792 | loss: 0.0311625 | val_loss: 0.0311839 | Time: 1580.73 ms [2021-01-15 14:08:20 main:574] : INFO : Epoch 793 | loss: 0.0311625 | val_loss: 0.0311811 | Time: 1568.28 ms [2021-01-15 14:08:21 main:574] : INFO : Epoch 794 | loss: 0.0311624 | val_loss: 0.0311846 | Time: 1558.36 ms [2021-01-15 14:08:23 main:574] : INFO : Epoch 795 | loss: 0.0311625 | val_loss: 0.0311848 | Time: 1573.07 ms [2021-01-15 14:08:24 main:574] : INFO : Epoch 796 | loss: 0.0311617 | val_loss: 0.0311824 | Time: 1544.82 ms [2021-01-15 14:08:26 main:574] : INFO : Epoch 797 | loss: 0.0311591 | val_loss: 0.031184 | Time: 1595.39 ms [2021-01-15 14:08:28 main:574] : INFO : Epoch 798 | loss: 0.0311617 | val_loss: 0.0311855 | Time: 1577.21 ms [2021-01-15 14:08:29 main:574] : INFO : Epoch 799 | loss: 0.0311602 | val_loss: 0.0311812 | Time: 1583.99 ms [2021-01-15 14:08:31 main:574] : INFO : Epoch 800 | loss: 0.0311604 | val_loss: 0.0311817 | Time: 1567.42 ms [2021-01-15 14:08:32 main:574] : INFO : Epoch 801 | loss: 0.0311596 | val_loss: 0.0311828 | Time: 1567.26 ms [2021-01-15 14:08:34 main:574] : INFO : Epoch 802 | loss: 0.0311612 | val_loss: 0.0311818 | Time: 1557.62 ms [2021-01-15 14:08:35 main:574] : INFO : Epoch 803 | loss: 0.0311599 | val_loss: 0.0311817 | Time: 1615.99 ms [2021-01-15 14:08:37 main:574] : INFO : Epoch 804 | loss: 0.031161 | val_loss: 0.0311846 | Time: 1605.66 ms [2021-01-15 14:08:39 main:574] : INFO : Epoch 805 | loss: 0.0311612 | val_loss: 0.0311816 | Time: 1577.69 ms [2021-01-15 14:08:40 main:574] : INFO : Epoch 806 | loss: 0.0311651 | val_loss: 0.0311804 | Time: 1574.24 ms [2021-01-15 14:08:42 main:574] : INFO : Epoch 807 | loss: 0.0311621 | val_loss: 0.0311797 | Time: 1532.24 ms [2021-01-15 14:08:43 main:574] : INFO : Epoch 808 | loss: 0.03116 | val_loss: 0.0311811 | Time: 1569.21 ms [2021-01-15 14:08:45 main:574] : INFO : Epoch 809 | loss: 0.0311596 | val_loss: 0.031181 | Time: 1556.2 ms [2021-01-15 14:08:47 main:574] : INFO : Epoch 810 | loss: 0.0311611 | val_loss: 0.0311914 | Time: 1547.28 ms [2021-01-15 14:08:48 main:574] : INFO : Epoch 811 | loss: 0.0311626 | val_loss: 0.0311803 | Time: 1580.13 ms [2021-01-15 14:08:50 main:574] : INFO : Epoch 812 | loss: 0.0311597 | val_loss: 0.0311804 | Time: 1570.67 ms [2021-01-15 14:08:51 main:574] : INFO : Epoch 813 | loss: 0.0311582 | val_loss: 0.0311777 | Time: 1558.12 ms [2021-01-15 14:08:53 main:574] : INFO : Epoch 814 | loss: 0.0311583 | val_loss: 0.0311768 | Time: 1569.77 ms [2021-01-15 14:08:54 main:574] : INFO : Epoch 815 | loss: 0.0311583 | val_loss: 0.0311776 | Time: 1598.83 ms [2021-01-15 14:08:56 main:574] : INFO : Epoch 816 | loss: 0.0311571 | val_loss: 0.0311784 | Time: 1594.58 ms [2021-01-15 14:08:58 main:574] : INFO : Epoch 817 | loss: 0.0311579 | val_loss: 0.0311781 | Time: 1588.14 ms [2021-01-15 14:08:59 main:574] : INFO : Epoch 818 | loss: 0.0311586 | val_loss: 0.0311794 | Time: 1568.54 ms [2021-01-15 14:09:01 main:574] : INFO : Epoch 819 | loss: 0.0311572 | val_loss: 0.0311791 | Time: 1570.13 ms [2021-01-15 14:09:02 main:574] : INFO : Epoch 820 | loss: 0.031157 | val_loss: 0.0311787 | Time: 1560.2 ms [2021-01-15 14:09:04 main:574] : INFO : Epoch 821 | loss: 0.0311567 | val_loss: 0.0311778 | Time: 1569.68 ms [2021-01-15 14:09:06 main:574] : INFO : Epoch 822 | loss: 0.031157 | val_loss: 0.0311779 | Time: 1566.81 ms [2021-01-15 14:09:07 main:574] : INFO : Epoch 823 | loss: 0.0311583 | val_loss: 0.0311803 | Time: 1574.15 ms [2021-01-15 14:09:09 main:574] : INFO : Epoch 824 | loss: 0.0311626 | val_loss: 0.03118 | Time: 1611.45 ms [2021-01-15 14:09:10 main:574] : INFO : Epoch 825 | loss: 0.0311614 | val_loss: 0.0311787 | Time: 1582.72 ms [2021-01-15 14:09:12 main:574] : INFO : Epoch 826 | loss: 0.0311608 | val_loss: 0.0311798 | Time: 1578 ms [2021-01-15 14:09:14 main:574] : INFO : Epoch 827 | loss: 0.0311611 | val_loss: 0.0311778 | Time: 1583.77 ms [2021-01-15 14:09:15 main:574] : INFO : Epoch 828 | loss: 0.031163 | val_loss: 0.031177 | Time: 1586.99 ms [2021-01-15 14:09:17 main:574] : INFO : Epoch 829 | loss: 0.0311657 | val_loss: 0.031185 | Time: 1573.41 ms [2021-01-15 14:09:18 main:574] : INFO : Epoch 830 | loss: 0.0311623 | val_loss: 0.0311809 | Time: 1597.93 ms [2021-01-15 14:09:20 main:574] : INFO : Epoch 831 | loss: 0.0311594 | val_loss: 0.0311777 | Time: 1569.67 ms [2021-01-15 14:09:22 main:574] : INFO : Epoch 832 | loss: 0.03116 | val_loss: 0.0311801 | Time: 1603.16 ms [2021-01-15 14:09:23 main:574] : INFO : Epoch 833 | loss: 0.0311609 | val_loss: 0.0311765 | Time: 1526.92 ms [2021-01-15 14:09:25 main:574] : INFO : Epoch 834 | loss: 0.031159 | val_loss: 0.031178 | Time: 1577.53 ms [2021-01-15 14:09:26 main:574] : INFO : Epoch 835 | loss: 0.0311602 | val_loss: 0.0311776 | Time: 1578.16 ms [2021-01-15 14:09:28 main:574] : INFO : Epoch 836 | loss: 0.0311612 | val_loss: 0.0311757 | Time: 1597.24 ms [2021-01-15 14:09:29 main:574] : INFO : Epoch 837 | loss: 0.0311614 | val_loss: 0.0311772 | Time: 1586.16 ms [2021-01-15 14:09:31 main:574] : INFO : Epoch 838 | loss: 0.0311613 | val_loss: 0.0311767 | Time: 1620.35 ms [2021-01-15 14:09:33 main:574] : INFO : Epoch 839 | loss: 0.0311616 | val_loss: 0.031177 | Time: 1578.58 ms [2021-01-15 14:09:34 main:574] : INFO : Epoch 840 | loss: 0.0311613 | val_loss: 0.0311801 | Time: 1603.26 ms [2021-01-15 14:09:36 main:574] : INFO : Epoch 841 | loss: 0.0311596 | val_loss: 0.0311767 | Time: 1578.32 ms [2021-01-15 14:09:37 main:574] : INFO : Epoch 842 | loss: 0.0311601 | val_loss: 0.0311842 | Time: 1579.73 ms [2021-01-15 14:09:39 main:574] : INFO : Epoch 843 | loss: 0.0311617 | val_loss: 0.0311777 | Time: 1558.75 ms [2021-01-15 14:09:41 main:574] : INFO : Epoch 844 | loss: 0.0311607 | val_loss: 0.0311779 | Time: 1555.53 ms [2021-01-15 14:09:42 main:574] : INFO : Epoch 845 | loss: 0.0311625 | val_loss: 0.0311777 | Time: 1558.26 ms [2021-01-15 14:09:44 main:574] : INFO : Epoch 846 | loss: 0.0311595 | val_loss: 0.0311778 | Time: 1574.52 ms [2021-01-15 14:09:45 main:574] : INFO : Epoch 847 | loss: 0.0311594 | val_loss: 0.0311772 | Time: 1537.94 ms [2021-01-15 14:09:47 main:574] : INFO : Epoch 848 | loss: 0.0311584 | val_loss: 0.0311786 | Time: 1570.77 ms [2021-01-15 14:09:48 main:574] : INFO : Epoch 849 | loss: 0.0311587 | val_loss: 0.0311765 | Time: 1572.32 ms [2021-01-15 14:09:50 main:574] : INFO : Epoch 850 | loss: 0.0311581 | val_loss: 0.0311792 | Time: 1547.39 ms [2021-01-15 14:09:52 main:574] : INFO : Epoch 851 | loss: 0.0311591 | val_loss: 0.0311806 | Time: 1562.73 ms [2021-01-15 14:09:53 main:574] : INFO : Epoch 852 | loss: 0.0311595 | val_loss: 0.0311787 | Time: 1544.11 ms [2021-01-15 14:09:55 main:574] : INFO : Epoch 853 | loss: 0.0311577 | val_loss: 0.0311782 | Time: 1532.86 ms [2021-01-15 14:09:56 main:574] : INFO : Epoch 854 | loss: 0.0311605 | val_loss: 0.0311791 | Time: 1551.05 ms [2021-01-15 14:09:58 main:574] : INFO : Epoch 855 | loss: 0.0311579 | val_loss: 0.0311814 | Time: 1563.41 ms [2021-01-15 14:09:59 main:574] : INFO : Epoch 856 | loss: 0.0311584 | val_loss: 0.0311773 | Time: 1571.87 ms [2021-01-15 14:10:01 main:574] : INFO : Epoch 857 | loss: 0.0311591 | val_loss: 0.0311804 | Time: 1537.79 ms [2021-01-15 14:10:03 main:574] : INFO : Epoch 858 | loss: 0.0311595 | val_loss: 0.0311765 | Time: 1542.01 ms [2021-01-15 14:10:04 main:574] : INFO : Epoch 859 | loss: 0.0311585 | val_loss: 0.0311763 | Time: 1559.8 ms [2021-01-15 14:10:06 main:574] : INFO : Epoch 860 | loss: 0.0311579 | val_loss: 0.0311783 | Time: 1587.04 ms [2021-01-15 14:10:07 main:574] : INFO : Epoch 861 | loss: 0.0311572 | val_loss: 0.0311769 | Time: 1624.89 ms [2021-01-15 14:10:09 main:574] : INFO : Epoch 862 | loss: 0.0311576 | val_loss: 0.0311775 | Time: 1615.45 ms [2021-01-15 14:10:11 main:574] : INFO : Epoch 863 | loss: 0.0311572 | val_loss: 0.0311776 | Time: 1611.05 ms [2021-01-15 14:10:12 main:574] : INFO : Epoch 864 | loss: 0.0311574 | val_loss: 0.0311778 | Time: 1615.02 ms [2021-01-15 14:10:14 main:574] : INFO : Epoch 865 | loss: 0.0311569 | val_loss: 0.0311766 | Time: 1606.79 ms [2021-01-15 14:10:15 main:574] : INFO : Epoch 866 | loss: 0.0311597 | val_loss: 0.0311793 | Time: 1615.27 ms [2021-01-15 14:10:17 main:574] : INFO : Epoch 867 | loss: 0.0311585 | val_loss: 0.031177 | Time: 1604.38 ms [2021-01-15 14:10:19 main:574] : INFO : Epoch 868 | loss: 0.0311584 | val_loss: 0.0311778 | Time: 1609.03 ms [2021-01-15 14:10:20 main:574] : INFO : Epoch 869 | loss: 0.0311575 | val_loss: 0.0311783 | Time: 1613.81 ms [2021-01-15 14:10:22 main:574] : INFO : Epoch 870 | loss: 0.0311568 | val_loss: 0.0311795 | Time: 1606.07 ms [2021-01-15 14:10:24 main:574] : INFO : Epoch 871 | loss: 0.0311571 | val_loss: 0.0311768 | Time: 1614.84 ms [2021-01-15 14:10:25 main:574] : INFO : Epoch 872 | loss: 0.031157 | val_loss: 0.0311759 | Time: 1606.15 ms [2021-01-15 14:10:27 main:574] : INFO : Epoch 873 | loss: 0.031158 | val_loss: 0.0311799 | Time: 1602.61 ms [2021-01-15 14:10:29 main:574] : INFO : Epoch 874 | loss: 0.0311561 | val_loss: 0.0311781 | Time: 1801.17 ms [2021-01-15 14:10:31 main:574] : INFO : Epoch 875 | loss: 0.0311611 | val_loss: 0.0311808 | Time: 1978.25 ms [2021-01-15 14:10:32 main:574] : INFO : Epoch 876 | loss: 0.0311622 | val_loss: 0.0311829 | Time: 1811.85 ms [2021-01-15 14:10:34 main:574] : INFO : Epoch 877 | loss: 0.0311612 | val_loss: 0.0311815 | Time: 1703.08 ms [2021-01-15 14:10:36 main:574] : INFO : Epoch 878 | loss: 0.0311614 | val_loss: 0.0311779 | Time: 1635.45 ms [2021-01-15 14:10:37 main:574] : INFO : Epoch 879 | loss: 0.0311606 | val_loss: 0.0311778 | Time: 1658.5 ms [2021-01-15 14:10:39 main:574] : INFO : Epoch 880 | loss: 0.0311612 | val_loss: 0.0311774 | Time: 1675.22 ms [2021-01-15 14:10:41 main:574] : INFO : Epoch 881 | loss: 0.0311641 | val_loss: 0.0311772 | Time: 1669.8 ms [2021-01-15 14:10:43 main:574] : INFO : Epoch 882 | loss: 0.0311668 | val_loss: 0.0311791 | Time: 1641.51 ms [2021-01-15 14:10:44 main:574] : INFO : Epoch 883 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 1652.52 ms [2021-01-15 14:10:46 main:574] : INFO : Epoch 884 | loss: 0.0311643 | val_loss: 0.0311766 | Time: 1651.74 ms [2021-01-15 14:10:47 main:574] : INFO : Epoch 885 | loss: 0.0311631 | val_loss: 0.0311764 | Time: 1639.9 ms [2021-01-15 14:10:49 main:574] : INFO : Epoch 886 | loss: 0.0311635 | val_loss: 0.0311763 | Time: 1629.2 ms [2021-01-15 14:10:51 main:574] : INFO : Epoch 887 | loss: 0.0311643 | val_loss: 0.0311802 | Time: 1656.94 ms [2021-01-15 14:10:52 main:574] : INFO : Epoch 888 | loss: 0.0311693 | val_loss: 0.0311906 | Time: 1647.11 ms [2021-01-15 14:10:54 main:574] : INFO : Epoch 889 | loss: 0.0311678 | val_loss: 0.0311801 | Time: 1728.91 ms [2021-01-15 14:10:56 main:574] : INFO : Epoch 890 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 1559.66 ms [2021-01-15 14:10:57 main:574] : INFO : Epoch 891 | loss: 0.0311611 | val_loss: 0.031174 | Time: 1555.74 ms [2021-01-15 14:10:59 main:574] : INFO : Epoch 892 | loss: 0.0311604 | val_loss: 0.0311745 | Time: 1542.05 ms [2021-01-15 14:11:00 main:574] : INFO : Epoch 893 | loss: 0.0311605 | val_loss: 0.0311763 | Time: 1552.81 ms [2021-01-15 14:11:02 main:574] : INFO : Epoch 894 | loss: 0.031159 | val_loss: 0.0311757 | Time: 1578.88 ms [2021-01-15 14:11:04 main:574] : INFO : Epoch 895 | loss: 0.0311592 | val_loss: 0.0311747 | Time: 1543.39 ms [2021-01-15 14:11:05 main:574] : INFO : Epoch 896 | loss: 0.0311588 | val_loss: 0.0311763 | Time: 1567.79 ms [2021-01-15 14:11:07 main:574] : INFO : Epoch 897 | loss: 0.0311597 | val_loss: 0.0311764 | Time: 1550.12 ms [2021-01-15 14:11:08 main:574] : INFO : Epoch 898 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 1579.98 ms [2021-01-15 14:11:10 main:574] : INFO : Epoch 899 | loss: 0.0311601 | val_loss: 0.0311769 | Time: 1577.8 ms [2021-01-15 14:11:11 main:574] : INFO : Epoch 900 | loss: 0.0311594 | val_loss: 0.0311767 | Time: 1572.16 ms [2021-01-15 14:11:13 main:574] : INFO : Epoch 901 | loss: 0.0311592 | val_loss: 0.0311782 | Time: 1542.39 ms [2021-01-15 14:11:15 main:574] : INFO : Epoch 902 | loss: 0.0311597 | val_loss: 0.0311764 | Time: 1588.17 ms [2021-01-15 14:11:16 main:574] : INFO : Epoch 903 | loss: 0.0311628 | val_loss: 0.031177 | Time: 1572.45 ms [2021-01-15 14:11:18 main:574] : INFO : Epoch 904 | loss: 0.0311621 | val_loss: 0.0311765 | Time: 1555.63 ms [2021-01-15 14:11:19 main:574] : INFO : Epoch 905 | loss: 0.031161 | val_loss: 0.0311764 | Time: 1569.73 ms [2021-01-15 14:11:21 main:574] : INFO : Epoch 906 | loss: 0.0311599 | val_loss: 0.0311747 | Time: 1595.11 ms [2021-01-15 14:11:23 main:574] : INFO : Epoch 907 | loss: 0.0311591 | val_loss: 0.0311754 | Time: 1583.13 ms [2021-01-15 14:11:24 main:574] : INFO : Epoch 908 | loss: 0.0311591 | val_loss: 0.0311762 | Time: 1557.86 ms [2021-01-15 14:11:26 main:574] : INFO : Epoch 909 | loss: 0.031159 | val_loss: 0.0311746 | Time: 1564.84 ms [2021-01-15 14:11:27 main:574] : INFO : Epoch 910 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 1546.86 ms [2021-01-15 14:11:29 main:574] : INFO : Epoch 911 | loss: 0.0311612 | val_loss: 0.0311757 | Time: 1568.4 ms [2021-01-15 14:11:30 main:574] : INFO : Epoch 912 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 1572.3 ms [2021-01-15 14:11:32 main:574] : INFO : Epoch 913 | loss: 0.0311631 | val_loss: 0.0311745 | Time: 1598.89 ms [2021-01-15 14:11:34 main:574] : INFO : Epoch 914 | loss: 0.0311619 | val_loss: 0.0311763 | Time: 1976.52 ms [2021-01-15 14:11:36 main:574] : INFO : Epoch 915 | loss: 0.0311616 | val_loss: 0.0311767 | Time: 1749.24 ms [2021-01-15 14:11:37 main:574] : INFO : Epoch 916 | loss: 0.0311659 | val_loss: 0.0311762 | Time: 1671.71 ms [2021-01-15 14:11:39 main:574] : INFO : Epoch 917 | loss: 0.031165 | val_loss: 0.0311757 | Time: 1727.28 ms [2021-01-15 14:11:41 main:574] : INFO : Epoch 918 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1550.63 ms [2021-01-15 14:11:42 main:574] : INFO : Epoch 919 | loss: 0.0311605 | val_loss: 0.0311758 | Time: 1566.58 ms [2021-01-15 14:11:44 main:574] : INFO : Epoch 920 | loss: 0.0311601 | val_loss: 0.0311776 | Time: 1670.9 ms [2021-01-15 14:11:46 main:574] : INFO : Epoch 921 | loss: 0.0311608 | val_loss: 0.0311799 | Time: 1806.74 ms [2021-01-15 14:11:48 main:574] : INFO : Epoch 922 | loss: 0.0311607 | val_loss: 0.0311764 | Time: 1711.9 ms [2021-01-15 14:11:49 main:574] : INFO : Epoch 923 | loss: 0.0311591 | val_loss: 0.0311773 | Time: 1747.87 ms [2021-01-15 14:11:51 main:574] : INFO : Epoch 924 | loss: 0.0311588 | val_loss: 0.0311768 | Time: 1632.45 ms [2021-01-15 14:11:53 main:574] : INFO : Epoch 925 | loss: 0.0311594 | val_loss: 0.0311771 | Time: 1621.8 ms [2021-01-15 14:11:54 main:574] : INFO : Epoch 926 | loss: 0.0311603 | val_loss: 0.031175 | Time: 1621.47 ms [2021-01-15 14:11:56 main:574] : INFO : Epoch 927 | loss: 0.0311596 | val_loss: 0.031176 | Time: 1643.39 ms [2021-01-15 14:11:58 main:574] : INFO : Epoch 928 | loss: 0.0311591 | val_loss: 0.0311749 | Time: 1635.68 ms [2021-01-15 14:11:59 main:574] : INFO : Epoch 929 | loss: 0.0311591 | val_loss: 0.0311771 | Time: 1639.02 ms [2021-01-15 14:12:01 main:574] : INFO : Epoch 930 | loss: 0.0311604 | val_loss: 0.0311765 | Time: 1638.01 ms [2021-01-15 14:12:02 main:574] : INFO : Epoch 931 | loss: 0.0311602 | val_loss: 0.0311753 | Time: 1628.46 ms [2021-01-15 14:12:04 main:574] : INFO : Epoch 932 | loss: 0.0311591 | val_loss: 0.0311782 | Time: 1637.69 ms [2021-01-15 14:12:06 main:574] : INFO : Epoch 933 | loss: 0.0311584 | val_loss: 0.0311764 | Time: 1658.75 ms [2021-01-15 14:12:07 main:574] : INFO : Epoch 934 | loss: 0.0311586 | val_loss: 0.0311781 | Time: 1642.66 ms [2021-01-15 14:12:09 main:574] : INFO : Epoch 935 | loss: 0.0311576 | val_loss: 0.0311752 | Time: 1648.64 ms [2021-01-15 14:12:11 main:574] : INFO : Epoch 936 | loss: 0.0311578 | val_loss: 0.0311783 | Time: 1653.23 ms [2021-01-15 14:12:12 main:574] : INFO : Epoch 937 | loss: 0.0311581 | val_loss: 0.0311762 | Time: 1647.84 ms [2021-01-15 14:12:14 main:574] : INFO : Epoch 938 | loss: 0.0311582 | val_loss: 0.0311749 | Time: 1677.59 ms [2021-01-15 14:12:16 main:574] : INFO : Epoch 939 | loss: 0.0311582 | val_loss: 0.0311762 | Time: 1633.4 ms [2021-01-15 14:12:17 main:574] : INFO : Epoch 940 | loss: 0.0311572 | val_loss: 0.0311769 | Time: 1640.59 ms [2021-01-15 14:12:19 main:574] : INFO : Epoch 941 | loss: 0.0311574 | val_loss: 0.0311762 | Time: 1634.13 ms [2021-01-15 14:12:21 main:574] : INFO : Epoch 942 | loss: 0.0311579 | val_loss: 0.0311767 | Time: 1632.34 ms [2021-01-15 14:12:22 main:574] : INFO : Epoch 943 | loss: 0.0311576 | val_loss: 0.0311751 | Time: 1642.22 ms [2021-01-15 14:12:24 main:574] : INFO : Epoch 944 | loss: 0.0311578 | val_loss: 0.031177 | Time: 1648.61 ms [2021-01-15 14:12:26 main:574] : INFO : Epoch 945 | loss: 0.0311569 | val_loss: 0.0311775 | Time: 1674.6 ms [2021-01-15 14:12:27 main:574] : INFO : Epoch 946 | loss: 0.031157 | val_loss: 0.0311767 | Time: 1595.81 ms [2021-01-15 14:12:29 main:574] : INFO : Epoch 947 | loss: 0.0311571 | val_loss: 0.0311756 | Time: 1611.54 ms [2021-01-15 14:12:31 main:574] : INFO : Epoch 948 | loss: 0.0311573 | val_loss: 0.0311791 | Time: 1617.32 ms [2021-01-15 14:12:32 main:574] : INFO : Epoch 949 | loss: 0.0311584 | val_loss: 0.0311804 | Time: 1587 ms [2021-01-15 14:12:34 main:574] : INFO : Epoch 950 | loss: 0.0311622 | val_loss: 0.0311855 | Time: 1558.12 ms [2021-01-15 14:12:35 main:574] : INFO : Epoch 951 | loss: 0.0311629 | val_loss: 0.0311789 | Time: 1559.86 ms [2021-01-15 14:12:37 main:574] : INFO : Epoch 952 | loss: 0.0311594 | val_loss: 0.031175 | Time: 1542.29 ms [2021-01-15 14:12:38 main:574] : INFO : Epoch 953 | loss: 0.0311583 | val_loss: 0.0311739 | Time: 1535.75 ms [2021-01-15 14:12:40 main:574] : INFO : Epoch 954 | loss: 0.0311582 | val_loss: 0.0311734 | Time: 1583.01 ms [2021-01-15 14:12:42 main:574] : INFO : Epoch 955 | loss: 0.0311572 | val_loss: 0.031175 | Time: 1580.78 ms [2021-01-15 14:12:43 main:574] : INFO : Epoch 956 | loss: 0.0311566 | val_loss: 0.0311757 | Time: 1542.12 ms [2021-01-15 14:12:45 main:574] : INFO : Epoch 957 | loss: 0.0311563 | val_loss: 0.0311752 | Time: 1554.51 ms [2021-01-15 14:12:46 main:574] : INFO : Epoch 958 | loss: 0.0311559 | val_loss: 0.0311813 | Time: 1639.7 ms [2021-01-15 14:12:48 main:574] : INFO : Epoch 959 | loss: 0.0311581 | val_loss: 0.0311749 | Time: 1552.98 ms [2021-01-15 14:12:49 main:574] : INFO : Epoch 960 | loss: 0.0311575 | val_loss: 0.0311757 | Time: 1563.97 ms [2021-01-15 14:12:51 main:574] : INFO : Epoch 961 | loss: 0.0311568 | val_loss: 0.0311762 | Time: 1535.36 ms [2021-01-15 14:12:53 main:574] : INFO : Epoch 962 | loss: 0.0311583 | val_loss: 0.0311753 | Time: 1533.57 ms [2021-01-15 14:12:54 main:574] : INFO : Epoch 963 | loss: 0.0311574 | val_loss: 0.031178 | Time: 1545.2 ms [2021-01-15 14:12:56 main:574] : INFO : Epoch 964 | loss: 0.0311584 | val_loss: 0.031177 | Time: 1558.21 ms [2021-01-15 14:12:57 main:574] : INFO : Epoch 965 | loss: 0.031158 | val_loss: 0.0311764 | Time: 1534.1 ms [2021-01-15 14:12:59 main:574] : INFO : Epoch 966 | loss: 0.0311596 | val_loss: 0.031176 | Time: 1549.67 ms [2021-01-15 14:13:00 main:574] : INFO : Epoch 967 | loss: 0.0311589 | val_loss: 0.0311747 | Time: 1556.35 ms [2021-01-15 14:13:02 main:574] : INFO : Epoch 968 | loss: 0.0311568 | val_loss: 0.031178 | Time: 1544.78 ms [2021-01-15 14:13:03 main:574] : INFO : Epoch 969 | loss: 0.0311585 | val_loss: 0.0311786 | Time: 1555.42 ms [2021-01-15 14:13:05 main:574] : INFO : Epoch 970 | loss: 0.0311569 | val_loss: 0.0311776 | Time: 1541.42 ms [2021-01-15 14:13:07 main:574] : INFO : Epoch 971 | loss: 0.0311576 | val_loss: 0.0311789 | Time: 1549.4 ms [2021-01-15 14:13:08 main:574] : INFO : Epoch 972 | loss: 0.0311575 | val_loss: 0.0311748 | Time: 1581.65 ms [2021-01-15 14:13:10 main:574] : INFO : Epoch 973 | loss: 0.0311563 | val_loss: 0.0311768 | Time: 1573.81 ms [2021-01-15 14:13:11 main:574] : INFO : Epoch 974 | loss: 0.0311577 | val_loss: 0.031177 | Time: 1574.66 ms [2021-01-15 14:13:13 main:574] : INFO : Epoch 975 | loss: 0.031157 | val_loss: 0.0311756 | Time: 1576.26 ms [2021-01-15 14:13:14 main:574] : INFO : Epoch 976 | loss: 0.031157 | val_loss: 0.0311766 | Time: 1561.17 ms [2021-01-15 14:13:16 main:574] : INFO : Epoch 977 | loss: 0.0311583 | val_loss: 0.031176 | Time: 1557.55 ms [2021-01-15 14:13:18 main:574] : INFO : Epoch 978 | loss: 0.0311591 | val_loss: 0.0311803 | Time: 1571.03 ms [2021-01-15 14:13:19 main:574] : INFO : Epoch 979 | loss: 0.031158 | val_loss: 0.0311759 | Time: 1565.77 ms [2021-01-15 14:13:21 main:574] : INFO : Epoch 980 | loss: 0.0311571 | val_loss: 0.031174 | Time: 1556.25 ms [2021-01-15 14:13:22 main:574] : INFO : Epoch 981 | loss: 0.0311584 | val_loss: 0.0311746 | Time: 1573.76 ms [2021-01-15 14:13:24 main:574] : INFO : Epoch 982 | loss: 0.0311571 | val_loss: 0.0311774 | Time: 1575.82 ms [2021-01-15 14:13:26 main:574] : INFO : Epoch 983 | loss: 0.0311574 | val_loss: 0.0311746 | Time: 1560.92 ms [2021-01-15 14:13:27 main:574] : INFO : Epoch 984 | loss: 0.0311568 | val_loss: 0.0311741 | Time: 1540.89 ms [2021-01-15 14:13:29 main:574] : INFO : Epoch 985 | loss: 0.0311577 | val_loss: 0.031175 | Time: 1563.75 ms [2021-01-15 14:13:30 main:574] : INFO : Epoch 986 | loss: 0.0311565 | val_loss: 0.0311741 | Time: 1556.96 ms [2021-01-15 14:13:32 main:574] : INFO : Epoch 987 | loss: 0.031156 | val_loss: 0.0311752 | Time: 1562.73 ms [2021-01-15 14:13:33 main:574] : INFO : Epoch 988 | loss: 0.0311559 | val_loss: 0.0311739 | Time: 1529.81 ms [2021-01-15 14:13:35 main:574] : INFO : Epoch 989 | loss: 0.0311559 | val_loss: 0.031175 | Time: 1557.35 ms [2021-01-15 14:13:36 main:574] : INFO : Epoch 990 | loss: 0.0311572 | val_loss: 0.0311804 | Time: 1561.86 ms [2021-01-15 14:13:38 main:574] : INFO : Epoch 991 | loss: 0.031157 | val_loss: 0.0311744 | Time: 1569.77 ms [2021-01-15 14:13:40 main:574] : INFO : Epoch 992 | loss: 0.0311553 | val_loss: 0.0311789 | Time: 1574.13 ms [2021-01-15 14:13:41 main:574] : INFO : Epoch 993 | loss: 0.0311555 | val_loss: 0.031177 | Time: 1533.71 ms [2021-01-15 14:13:43 main:574] : INFO : Epoch 994 | loss: 0.0311561 | val_loss: 0.0311749 | Time: 1550.51 ms [2021-01-15 14:13:44 main:574] : INFO : Epoch 995 | loss: 0.0311557 | val_loss: 0.0311748 | Time: 1537.85 ms [2021-01-15 14:13:46 main:574] : INFO : Epoch 996 | loss: 0.0311543 | val_loss: 0.031175 | Time: 1540.39 ms [2021-01-15 14:13:47 main:574] : INFO : Epoch 997 | loss: 0.0311543 | val_loss: 0.031174 | Time: 1553.59 ms [2021-01-15 14:13:49 main:574] : INFO : Epoch 998 | loss: 0.0311545 | val_loss: 0.0311767 | Time: 1574.89 ms [2021-01-15 14:13:51 main:574] : INFO : Epoch 999 | loss: 0.0311555 | val_loss: 0.0311754 | Time: 1555.5 ms [2021-01-15 14:13:52 main:574] : INFO : Epoch 1000 | loss: 0.031157 | val_loss: 0.0311744 | Time: 1576.79 ms [2021-01-15 14:13:54 main:574] : INFO : Epoch 1001 | loss: 0.0311574 | val_loss: 0.0311772 | Time: 1578.76 ms [2021-01-15 14:13:55 main:574] : INFO : Epoch 1002 | loss: 0.0311579 | val_loss: 0.0311758 | Time: 1582.19 ms [2021-01-15 14:13:57 main:574] : INFO : Epoch 1003 | loss: 0.0311611 | val_loss: 0.0311797 | Time: 1559.18 ms [2021-01-15 14:13:58 main:574] : INFO : Epoch 1004 | loss: 0.0311684 | val_loss: 0.0311787 | Time: 1575.81 ms [2021-01-15 14:14:00 main:574] : INFO : Epoch 1005 | loss: 0.0311685 | val_loss: 0.0311792 | Time: 1519.98 ms [2021-01-15 14:14:02 main:574] : INFO : Epoch 1006 | loss: 0.0311684 | val_loss: 0.0311803 | Time: 1551.07 ms [2021-01-15 14:14:03 main:574] : INFO : Epoch 1007 | loss: 0.031167 | val_loss: 0.0311788 | Time: 1602.73 ms [2021-01-15 14:14:05 main:574] : INFO : Epoch 1008 | loss: 0.0311646 | val_loss: 0.0311789 | Time: 1570.27 ms [2021-01-15 14:14:06 main:574] : INFO : Epoch 1009 | loss: 0.0311649 | val_loss: 0.0311794 | Time: 1573.6 ms [2021-01-15 14:14:08 main:574] : INFO : Epoch 1010 | loss: 0.0311634 | val_loss: 0.0311773 | Time: 1575.38 ms [2021-01-15 14:14:10 main:574] : INFO : Epoch 1011 | loss: 0.0311624 | val_loss: 0.0311764 | Time: 1577.53 ms [2021-01-15 14:14:11 main:574] : INFO : Epoch 1012 | loss: 0.0311634 | val_loss: 0.0311777 | Time: 1601.01 ms [2021-01-15 14:14:13 main:574] : INFO : Epoch 1013 | loss: 0.0311611 | val_loss: 0.0311766 | Time: 1591.05 ms [2021-01-15 14:14:14 main:574] : INFO : Epoch 1014 | loss: 0.0311614 | val_loss: 0.0311789 | Time: 1592.65 ms [2021-01-15 14:14:16 main:574] : INFO : Epoch 1015 | loss: 0.0311612 | val_loss: 0.0311781 | Time: 1578.91 ms [2021-01-15 14:14:18 main:574] : INFO : Epoch 1016 | loss: 0.0311617 | val_loss: 0.0311763 | Time: 1594.71 ms [2021-01-15 14:14:19 main:574] : INFO : Epoch 1017 | loss: 0.031161 | val_loss: 0.0311755 | Time: 1548 ms [2021-01-15 14:14:21 main:574] : INFO : Epoch 1018 | loss: 0.0311608 | val_loss: 0.0311763 | Time: 1613.39 ms [2021-01-15 14:14:22 main:574] : INFO : Epoch 1019 | loss: 0.0311599 | val_loss: 0.0311755 | Time: 1619.31 ms [2021-01-15 14:14:24 main:574] : INFO : Epoch 1020 | loss: 0.031159 | val_loss: 0.0311749 | Time: 1554.23 ms [2021-01-15 14:14:26 main:574] : INFO : Epoch 1021 | loss: 0.0311594 | val_loss: 0.0311752 | Time: 1597.96 ms [2021-01-15 14:14:27 main:574] : INFO : Epoch 1022 | loss: 0.0311596 | val_loss: 0.0311792 | Time: 1571.33 ms [2021-01-15 14:14:29 main:574] : INFO : Epoch 1023 | loss: 0.0311636 | val_loss: 0.0311782 | Time: 1617.11 ms [2021-01-15 14:14:30 main:574] : INFO : Epoch 1024 | loss: 0.0311655 | val_loss: 0.0311772 | Time: 1605.33 ms [2021-01-15 14:14:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311772 [2021-01-15 14:14:30 main:603] : INFO : Saving end state to config to file [2021-01-15 14:14:30 main:608] : INFO : Success, exiting.. 14:14:30 (10436): 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)