Task 3359432
| Name | ParityModified-1606530688-6045-6_0 |
| Workunit | 1621014 |
| Created | 19 Dec 2020, 12:56:02 UTC |
| Sent | 21 Dec 2020, 1:31:21 UTC |
| Report deadline | 28 Dec 2020, 1:31:21 UTC |
| Received | 21 Dec 2020, 12:50:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 41 sec |
| CPU time | 24 min 38 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311492 | val_loss: 0.031181 | Time: 1450.35 ms
[2020-12-21 07:26:40 main:581] : INFO : Epoch 511 | loss: 0.0311551 | val_loss: 0.0311799 | Time: 1424.66 ms
[2020-12-21 07:26:42 main:581] : INFO : Epoch 512 | loss: 0.031158 | val_loss: 0.0311773 | Time: 1407.91 ms
[2020-12-21 07:26:43 main:581] : INFO : Epoch 513 | loss: 0.0311549 | val_loss: 0.031183 | Time: 1405.51 ms
[2020-12-21 07:26:44 main:581] : INFO : Epoch 514 | loss: 0.0311541 | val_loss: 0.0311818 | Time: 1450.22 ms
[2020-12-21 07:26:46 main:581] : INFO : Epoch 515 | loss: 0.0311542 | val_loss: 0.0311837 | Time: 1446.68 ms
[2020-12-21 07:26:47 main:581] : INFO : Epoch 516 | loss: 0.031155 | val_loss: 0.0311849 | Time: 1437.38 ms
[2020-12-21 07:26:49 main:581] : INFO : Epoch 517 | loss: 0.0311529 | val_loss: 0.0311884 | Time: 1445.75 ms
[2020-12-21 07:26:50 main:581] : INFO : Epoch 518 | loss: 0.0311621 | val_loss: 0.0311869 | Time: 1424.08 ms
[2020-12-21 07:26:52 main:581] : INFO : Epoch 519 | loss: 0.0311628 | val_loss: 0.0311855 | Time: 1431.52 ms
[2020-12-21 07:26:53 main:581] : INFO : Epoch 520 | loss: 0.0311618 | val_loss: 0.0311855 | Time: 1430.54 ms
[2020-12-21 07:26:54 main:581] : INFO : Epoch 521 | loss: 0.0311573 | val_loss: 0.0311866 | Time: 1433.38 ms
[2020-12-21 07:26:56 main:581] : INFO : Epoch 522 | loss: 0.0311578 | val_loss: 0.0311913 | Time: 1437.13 ms
[2020-12-21 07:26:57 main:581] : INFO : Epoch 523 | loss: 0.0311579 | val_loss: 0.031183 | Time: 1411.14 ms
[2020-12-21 07:26:59 main:581] : INFO : Epoch 524 | loss: 0.0311558 | val_loss: 0.0311844 | Time: 1418.36 ms
[2020-12-21 07:27:00 main:581] : INFO : Epoch 525 | loss: 0.0311552 | val_loss: 0.0311859 | Time: 1422.72 ms
[2020-12-21 07:27:02 main:581] : INFO : Epoch 526 | loss: 0.0311542 | val_loss: 0.0311838 | Time: 1414.68 ms
[2020-12-21 07:27:03 main:581] : INFO : Epoch 527 | loss: 0.0311534 | val_loss: 0.0311822 | Time: 1406.91 ms
[2020-12-21 07:27:04 main:581] : INFO : Epoch 528 | loss: 0.0311569 | val_loss: 0.0311798 | Time: 1428.2 ms
[2020-12-21 07:27:06 main:581] : INFO : Epoch 529 | loss: 0.0311569 | val_loss: 0.0311825 | Time: 1425.24 ms
[2020-12-21 07:27:07 main:581] : INFO : Epoch 530 | loss: 0.031154 | val_loss: 0.0311826 | Time: 1430.36 ms
[2020-12-21 07:27:09 main:581] : INFO : Epoch 531 | loss: 0.0311539 | val_loss: 0.0311811 | Time: 1409.23 ms
[2020-12-21 07:27:10 main:581] : INFO : Epoch 532 | loss: 0.0311535 | val_loss: 0.0311859 | Time: 1422.05 ms
[2020-12-21 07:27:11 main:581] : INFO : Epoch 533 | loss: 0.0311537 | val_loss: 0.0311824 | Time: 1413.35 ms
[2020-12-21 07:27:13 main:581] : INFO : Epoch 534 | loss: 0.0311511 | val_loss: 0.0311815 | Time: 1435.06 ms
[2020-12-21 07:27:14 main:581] : INFO : Epoch 535 | loss: 0.0311493 | val_loss: 0.0311822 | Time: 1417.43 ms
[2020-12-21 07:27:16 main:581] : INFO : Epoch 536 | loss: 0.0311509 | val_loss: 0.0311815 | Time: 1429.5 ms
[2020-12-21 07:27:17 main:581] : INFO : Epoch 537 | loss: 0.0311533 | val_loss: 0.0311834 | Time: 1414.62 ms
[2020-12-21 07:27:19 main:581] : INFO : Epoch 538 | loss: 0.0311539 | val_loss: 0.031182 | Time: 1443.49 ms
[2020-12-21 07:27:20 main:581] : INFO : Epoch 539 | loss: 0.031154 | val_loss: 0.0311817 | Time: 1426.34 ms
[2020-12-21 07:27:21 main:581] : INFO : Epoch 540 | loss: 0.0311533 | val_loss: 0.0311843 | Time: 1436.72 ms
[2020-12-21 07:27:23 main:581] : INFO : Epoch 541 | loss: 0.0311505 | val_loss: 0.0311827 | Time: 1440.04 ms
[2020-12-21 07:27:24 main:581] : INFO : Epoch 542 | loss: 0.0311511 | val_loss: 0.0311859 | Time: 1439.17 ms
[2020-12-21 07:27:26 main:581] : INFO : Epoch 543 | loss: 0.0311482 | val_loss: 0.0311804 | Time: 1458.71 ms
[2020-12-21 07:27:27 main:581] : INFO : Epoch 544 | loss: 0.0311478 | val_loss: 0.0311844 | Time: 1423.83 ms
[2020-12-21 07:27:29 main:581] : INFO : Epoch 545 | loss: 0.0311471 | val_loss: 0.0311887 | Time: 1417.91 ms
[2020-12-21 07:27:30 main:581] : INFO : Epoch 546 | loss: 0.0311499 | val_loss: 0.0311884 | Time: 1410.88 ms
[2020-12-21 07:27:31 main:581] : INFO : Epoch 547 | loss: 0.0311493 | val_loss: 0.0311839 | Time: 1416.36 ms
[2020-12-21 07:27:33 main:581] : INFO : Epoch 548 | loss: 0.0311484 | val_loss: 0.0311876 | Time: 1431.74 ms
[2020-12-21 07:27:34 main:581] : INFO : Epoch 549 | loss: 0.0311503 | val_loss: 0.0311832 | Time: 1454.08 ms
[2020-12-21 07:27:36 main:581] : INFO : Epoch 550 | loss: 0.0311515 | val_loss: 0.0311864 | Time: 1445.48 ms
[2020-12-21 07:27:37 main:581] : INFO : Epoch 551 | loss: 0.0311513 | val_loss: 0.0311864 | Time: 1418.96 ms
[2020-12-21 07:27:39 main:581] : INFO : Epoch 552 | loss: 0.0311471 | val_loss: 0.0311824 | Time: 1409.58 ms
[2020-12-21 07:27:40 main:581] : INFO : Epoch 553 | loss: 0.0311456 | val_loss: 0.0311817 | Time: 1432.88 ms
[2020-12-21 07:27:41 main:581] : INFO : Epoch 554 | loss: 0.0311459 | val_loss: 0.0311809 | Time: 1410.21 ms
[2020-12-21 07:27:43 main:581] : INFO : Epoch 555 | loss: 0.0311466 | val_loss: 0.0311824 | Time: 1398.38 ms
[2020-12-21 07:27:44 main:581] : INFO : Epoch 556 | loss: 0.0311469 | val_loss: 0.0311888 | Time: 1429.96 ms
[2020-12-21 07:27:46 main:581] : INFO : Epoch 557 | loss: 0.031147 | val_loss: 0.0311857 | Time: 1409.26 ms
[2020-12-21 07:27:47 main:581] : INFO : Epoch 558 | loss: 0.0311509 | val_loss: 0.0311892 | Time: 1438.65 ms
[2020-12-21 07:27:49 main:581] : INFO : Epoch 559 | loss: 0.0311499 | val_loss: 0.0311854 | Time: 1454.25 ms
[2020-12-21 07:27:50 main:581] : INFO : Epoch 560 | loss: 0.0311529 | val_loss: 0.0311854 | Time: 1438.42 ms
[2020-12-21 07:27:52 main:581] : INFO : Epoch 561 | loss: 0.0311495 | val_loss: 0.0311851 | Time: 1447.24 ms
[2020-12-21 07:27:53 main:581] : INFO : Epoch 562 | loss: 0.0311489 | val_loss: 0.0311874 | Time: 1439.22 ms
[2020-12-21 07:27:54 main:581] : INFO : Epoch 563 | loss: 0.0311487 | val_loss: 0.0311831 | Time: 1428.65 ms
[2020-12-21 07:27:56 main:581] : INFO : Epoch 564 | loss: 0.031147 | val_loss: 0.0311862 | Time: 1421.83 ms
[2020-12-21 07:27:57 main:581] : INFO : Epoch 565 | loss: 0.0311467 | val_loss: 0.0311834 | Time: 1436.23 ms
[2020-12-21 07:27:59 main:581] : INFO : Epoch 566 | loss: 0.0311447 | val_loss: 0.0311876 | Time: 1426.05 ms
[2020-12-21 07:28:00 main:581] : INFO : Epoch 567 | loss: 0.0311438 | val_loss: 0.0311862 | Time: 1441.49 ms
[2020-12-21 07:28:02 main:581] : INFO : Epoch 568 | loss: 0.0311461 | val_loss: 0.0311944 | Time: 1440.66 ms
[2020-12-21 07:28:03 main:581] : INFO : Epoch 569 | loss: 0.0311452 | val_loss: 0.0311902 | Time: 1435.16 ms
[2020-12-21 07:28:04 main:581] : INFO : Epoch 570 | loss: 0.031145 | val_loss: 0.0311869 | Time: 1426.1 ms
[2020-12-21 07:28:06 main:581] : INFO : Epoch 571 | loss: 0.0311474 | val_loss: 0.0311836 | Time: 1462.65 ms
[2020-12-21 07:28:07 main:581] : INFO : Epoch 572 | loss: 0.0311491 | val_loss: 0.0311823 | Time: 1420.16 ms
[2020-12-21 07:28:09 main:581] : INFO : Epoch 573 | loss: 0.0311506 | val_loss: 0.0311807 | Time: 1420.11 ms
[2020-12-21 07:28:10 main:581] : INFO : Epoch 574 | loss: 0.0311533 | val_loss: 0.0311853 | Time: 1439.41 ms
[2020-12-21 07:28:12 main:581] : INFO : Epoch 575 | loss: 0.0311515 | val_loss: 0.0311884 | Time: 1428.86 ms
[2020-12-21 07:28:13 main:581] : INFO : Epoch 576 | loss: 0.0311539 | val_loss: 0.0311812 | Time: 1442.37 ms
[2020-12-21 07:28:14 main:581] : INFO : Epoch 577 | loss: 0.031151 | val_loss: 0.0311858 | Time: 1463.84 ms
[2020-12-21 07:28:16 main:581] : INFO : Epoch 578 | loss: 0.0311509 | val_loss: 0.0311849 | Time: 1441.07 ms
[2020-12-21 07:28:17 main:581] : INFO : Epoch 579 | loss: 0.0311472 | val_loss: 0.0311833 | Time: 1403.77 ms
[2020-12-21 07:28:19 main:581] : INFO : Epoch 580 | loss: 0.0311461 | val_loss: 0.0311852 | Time: 1443.68 ms
[2020-12-21 07:28:20 main:581] : INFO : Epoch 581 | loss: 0.0311473 | val_loss: 0.0311841 | Time: 1420.22 ms
[2020-12-21 07:28:22 main:581] : INFO : Epoch 582 | loss: 0.0311638 | val_loss: 0.031182 | Time: 1413.56 ms
[2020-12-21 07:28:23 main:581] : INFO : Epoch 583 | loss: 0.0311639 | val_loss: 0.0311815 | Time: 1445.28 ms
[2020-12-21 07:28:24 main:581] : INFO : Epoch 584 | loss: 0.0311642 | val_loss: 0.0311823 | Time: 1430.17 ms
[2020-12-21 07:28:26 main:581] : INFO : Epoch 585 | loss: 0.03116 | val_loss: 0.0311815 | Time: 1441.23 ms
[2020-12-21 07:28:27 main:581] : INFO : Epoch 586 | loss: 0.0311601 | val_loss: 0.0311779 | Time: 1445.97 ms
[2020-12-21 07:28:29 main:581] : INFO : Epoch 587 | loss: 0.0311594 | val_loss: 0.0311849 | Time: 1470.46 ms
[2020-12-21 07:28:30 main:581] : INFO : Epoch 588 | loss: 0.0311578 | val_loss: 0.0311794 | Time: 1402.89 ms
[2020-12-21 07:28:32 main:581] : INFO : Epoch 589 | loss: 0.0311555 | val_loss: 0.0311791 | Time: 1464.52 ms
[2020-12-21 07:28:33 main:581] : INFO : Epoch 590 | loss: 0.0311567 | val_loss: 0.0311816 | Time: 1419.54 ms
[2020-12-21 07:28:35 main:581] : INFO : Epoch 591 | loss: 0.0311543 | val_loss: 0.0311809 | Time: 1466 ms
[2020-12-21 07:28:36 main:581] : INFO : Epoch 592 | loss: 0.0311533 | val_loss: 0.0311785 | Time: 1482.31 ms
[2020-12-21 07:28:38 main:581] : INFO : Epoch 593 | loss: 0.0311555 | val_loss: 0.031184 | Time: 1481.51 ms
[2020-12-21 07:28:39 main:581] : INFO : Epoch 594 | loss: 0.0311552 | val_loss: 0.0311857 | Time: 1466.34 ms
[2020-12-21 07:28:40 main:581] : INFO : Epoch 595 | loss: 0.0311539 | val_loss: 0.0311781 | Time: 1443.35 ms
[2020-12-21 07:28:42 main:581] : INFO : Epoch 596 | loss: 0.0311529 | val_loss: 0.03118 | Time: 1441.81 ms
[2020-12-21 07:28:43 main:581] : INFO : Epoch 597 | loss: 0.0311536 | val_loss: 0.0311819 | Time: 1429.71 ms
[2020-12-21 07:28:45 main:581] : INFO : Epoch 598 | loss: 0.031153 | val_loss: 0.0311791 | Time: 1450 ms
[2020-12-21 07:28:46 main:581] : INFO : Epoch 599 | loss: 0.03115 | val_loss: 0.0311844 | Time: 1449.16 ms
[2020-12-21 07:28:48 main:581] : INFO : Epoch 600 | loss: 0.0311492 | val_loss: 0.0311829 | Time: 1465.02 ms
[2020-12-21 07:28:49 main:581] : INFO : Epoch 601 | loss: 0.0311509 | val_loss: 0.0311905 | Time: 1400.4 ms
[2020-12-21 07:28:51 main:581] : INFO : Epoch 602 | loss: 0.0311546 | val_loss: 0.0311798 | Time: 1423.11 ms
[2020-12-21 07:28:52 main:581] : INFO : Epoch 603 | loss: 0.0311509 | val_loss: 0.0311883 | Time: 1405.24 ms
[2020-12-21 07:28:53 main:581] : INFO : Epoch 604 | loss: 0.0311512 | val_loss: 0.0311815 | Time: 1432.52 ms
[2020-12-21 07:28:55 main:581] : INFO : Epoch 605 | loss: 0.031149 | val_loss: 0.0311793 | Time: 1455.36 ms
[2020-12-21 07:28:56 main:581] : INFO : Epoch 606 | loss: 0.0311496 | val_loss: 0.0311805 | Time: 1459.92 ms
[2020-12-21 07:28:58 main:581] : INFO : Epoch 607 | loss: 0.0311515 | val_loss: 0.0311882 | Time: 1432.77 ms
[2020-12-21 07:28:59 main:581] : INFO : Epoch 608 | loss: 0.0311525 | val_loss: 0.0311816 | Time: 1435.43 ms
[2020-12-21 07:29:01 main:581] : INFO : Epoch 609 | loss: 0.0311522 | val_loss: 0.031182 | Time: 1448.22 ms
[2020-12-21 07:29:02 main:581] : INFO : Epoch 610 | loss: 0.0311505 | val_loss: 0.0311809 | Time: 1453.23 ms
[2020-12-21 07:29:03 main:581] : INFO : Epoch 611 | loss: 0.0311496 | val_loss: 0.0311849 | Time: 1433.92 ms
[2020-12-21 07:29:05 main:581] : INFO : Epoch 612 | loss: 0.0311516 | val_loss: 0.0311825 | Time: 1445.94 ms
[2020-12-21 07:29:06 main:581] : INFO : Epoch 613 | loss: 0.0311517 | val_loss: 0.0311789 | Time: 1468.28 ms
[2020-12-21 07:29:08 main:581] : INFO : Epoch 614 | loss: 0.0311492 | val_loss: 0.0311834 | Time: 1436.06 ms
[2020-12-21 07:29:09 main:581] : INFO : Epoch 615 | loss: 0.0311518 | val_loss: 0.0311801 | Time: 1480.31 ms
[2020-12-21 07:29:11 main:581] : INFO : Epoch 616 | loss: 0.0311478 | val_loss: 0.0311816 | Time: 1467.21 ms
[2020-12-21 07:29:12 main:581] : INFO : Epoch 617 | loss: 0.0311489 | val_loss: 0.0311809 | Time: 1464.93 ms
[2020-12-21 07:29:14 main:581] : INFO : Epoch 618 | loss: 0.0311481 | val_loss: 0.0311806 | Time: 1430.61 ms
[2020-12-21 07:29:15 main:581] : INFO : Epoch 619 | loss: 0.0311513 | val_loss: 0.0311814 | Time: 1447.57 ms
[2020-12-21 07:29:17 main:581] : INFO : Epoch 620 | loss: 0.031155 | val_loss: 0.0311893 | Time: 1433.76 ms
[2020-12-21 07:29:18 main:581] : INFO : Epoch 621 | loss: 0.0311525 | val_loss: 0.0311799 | Time: 1459.61 ms
[2020-12-21 07:29:19 main:581] : INFO : Epoch 622 | loss: 0.0311505 | val_loss: 0.0311796 | Time: 1449.35 ms
[2020-12-21 07:29:21 main:581] : INFO : Epoch 623 | loss: 0.0311491 | val_loss: 0.0311817 | Time: 1461.96 ms
[2020-12-21 07:29:22 main:581] : INFO : Epoch 624 | loss: 0.0311485 | val_loss: 0.0311802 | Time: 1452.17 ms
[2020-12-21 07:29:24 main:581] : INFO : Epoch 625 | loss: 0.0311514 | val_loss: 0.0311804 | Time: 1448.61 ms
[2020-12-21 07:29:25 main:581] : INFO : Epoch 626 | loss: 0.0311538 | val_loss: 0.0311845 | Time: 1450.7 ms
[2020-12-21 07:29:27 main:581] : INFO : Epoch 627 | loss: 0.0311545 | val_loss: 0.0311814 | Time: 1469.84 ms
[2020-12-21 07:29:28 main:581] : INFO : Epoch 628 | loss: 0.0311524 | val_loss: 0.0311824 | Time: 1451.41 ms
[2020-12-21 07:29:30 main:581] : INFO : Epoch 629 | loss: 0.0311533 | val_loss: 0.0311891 | Time: 1477.19 ms
[2020-12-21 07:29:31 main:581] : INFO : Epoch 630 | loss: 0.0311579 | val_loss: 0.0311804 | Time: 1474.68 ms
[2020-12-21 07:29:33 main:581] : INFO : Epoch 631 | loss: 0.031151 | val_loss: 0.0311853 | Time: 1440.36 ms
[2020-12-21 07:29:34 main:581] : INFO : Epoch 632 | loss: 0.0311495 | val_loss: 0.0311801 | Time: 1451.8 ms
[2020-12-21 07:29:35 main:581] : INFO : Epoch 633 | loss: 0.0311478 | val_loss: 0.0311778 | Time: 1448.51 ms
[2020-12-21 07:29:37 main:581] : INFO : Epoch 634 | loss: 0.031147 | val_loss: 0.0311794 | Time: 1428.1 ms
[2020-12-21 07:29:38 main:581] : INFO : Epoch 635 | loss: 0.0311498 | val_loss: 0.0311774 | Time: 1423.65 ms
[2020-12-21 07:29:40 main:581] : INFO : Epoch 636 | loss: 0.0311462 | val_loss: 0.031179 | Time: 1419.86 ms
[2020-12-21 07:29:41 main:581] : INFO : Epoch 637 | loss: 0.0311447 | val_loss: 0.0311781 | Time: 1437.98 ms
[2020-12-21 07:29:43 main:581] : INFO : Epoch 638 | loss: 0.031146 | val_loss: 0.0311791 | Time: 1405.9 ms
[2020-12-21 07:29:44 main:581] : INFO : Epoch 639 | loss: 0.0311445 | val_loss: 0.031185 | Time: 1426.91 ms
[2020-12-21 07:29:45 main:581] : INFO : Epoch 640 | loss: 0.0311475 | val_loss: 0.031179 | Time: 1433.18 ms
[2020-12-21 07:29:47 main:581] : INFO : Epoch 641 | loss: 0.0311506 | val_loss: 0.0311779 | Time: 1435.47 ms
[2020-12-21 07:29:48 main:581] : INFO : Epoch 642 | loss: 0.0311467 | val_loss: 0.0311787 | Time: 1401.97 ms
[2020-12-21 07:29:50 main:581] : INFO : Epoch 643 | loss: 0.0311467 | val_loss: 0.0311778 | Time: 1418.17 ms
[2020-12-21 07:29:51 main:581] : INFO : Epoch 644 | loss: 0.0311452 | val_loss: 0.0311819 | Time: 1421.78 ms
[2020-12-21 07:29:53 main:581] : INFO : Epoch 645 | loss: 0.0311463 | val_loss: 0.031178 | Time: 1429.55 ms
[2020-12-21 07:29:54 main:581] : INFO : Epoch 646 | loss: 0.0311458 | val_loss: 0.0311781 | Time: 1436.42 ms
[2020-12-21 07:29:55 main:581] : INFO : Epoch 647 | loss: 0.0311479 | val_loss: 0.0311809 | Time: 1440.34 ms
[2020-12-21 07:29:57 main:581] : INFO : Epoch 648 | loss: 0.0311471 | val_loss: 0.031175 | Time: 1444.53 ms
[2020-12-21 07:29:58 main:581] : INFO : Epoch 649 | loss: 0.031147 | val_loss: 0.0311816 | Time: 1443.5 ms
[2020-12-21 07:30:00 main:581] : INFO : Epoch 650 | loss: 0.0311505 | val_loss: 0.0311814 | Time: 1439.49 ms
[2020-12-21 07:30:01 main:581] : INFO : Epoch 651 | loss: 0.0311485 | val_loss: 0.0311806 | Time: 1432.42 ms
[2020-12-21 07:30:03 main:581] : INFO : Epoch 652 | loss: 0.0311473 | val_loss: 0.0311768 | Time: 1417.81 ms
[2020-12-21 07:30:04 main:581] : INFO : Epoch 653 | loss: 0.0311483 | val_loss: 0.0311796 | Time: 1457.91 ms
[2020-12-21 07:30:06 main:581] : INFO : Epoch 654 | loss: 0.0311464 | val_loss: 0.0311746 | Time: 1452.77 ms
[2020-12-21 07:30:07 main:581] : INFO : Epoch 655 | loss: 0.031147 | val_loss: 0.0311805 | Time: 1465.71 ms
[2020-12-21 07:30:09 main:581] : INFO : Epoch 656 | loss: 0.031145 | val_loss: 0.0311833 | Time: 1480.92 ms
[2020-12-21 07:30:10 main:581] : INFO : Epoch 657 | loss: 0.0311457 | val_loss: 0.0311774 | Time: 1511.67 ms
[2020-12-21 07:30:12 main:581] : INFO : Epoch 658 | loss: 0.0311469 | val_loss: 0.0311812 | Time: 1508.54 ms
[2020-12-21 07:30:13 main:581] : INFO : Epoch 659 | loss: 0.0311472 | val_loss: 0.0311806 | Time: 1481.24 ms
[2020-12-21 07:30:14 main:581] : INFO : Epoch 660 | loss: 0.0311458 | val_loss: 0.0311804 | Time: 1480.61 ms
[2020-12-21 07:30:16 main:581] : INFO : Epoch 661 | loss: 0.0311501 | val_loss: 0.031179 | Time: 1475.59 ms
[2020-12-21 07:30:17 main:581] : INFO : Epoch 662 | loss: 0.0311554 | val_loss: 0.0311797 | Time: 1474.27 ms
[2020-12-21 07:30:19 main:581] : INFO : Epoch 663 | loss: 0.0311532 | val_loss: 0.03118 | Time: 1482.88 ms
[2020-12-21 07:30:20 main:581] : INFO : Epoch 664 | loss: 0.0311527 | val_loss: 0.0311801 | Time: 1471.33 ms
[2020-12-21 07:30:22 main:581] : INFO : Epoch 665 | loss: 0.0311539 | val_loss: 0.0311827 | Time: 1489.29 ms
[2020-12-21 07:30:23 main:581] : INFO : Epoch 666 | loss: 0.0311508 | val_loss: 0.03118 | Time: 1444.93 ms
[2020-12-21 07:30:25 main:581] : INFO : Epoch 667 | loss: 0.0311483 | val_loss: 0.0311767 | Time: 1490.25 ms
[2020-12-21 07:30:26 main:581] : INFO : Epoch 668 | loss: 0.0311477 | val_loss: 0.031188 | Time: 1492.62 ms
[2020-12-21 07:30:28 main:581] : INFO : Epoch 669 | loss: 0.0311581 | val_loss: 0.0311795 | Time: 1485.68 ms
[2020-12-21 07:30:29 main:581] : INFO : Epoch 670 | loss: 0.0311505 | val_loss: 0.0311828 | Time: 1478.04 ms
[2020-12-21 07:30:31 main:581] : INFO : Epoch 671 | loss: 0.0311486 | val_loss: 0.0311756 | Time: 1490.75 ms
[2020-12-21 07:30:32 main:581] : INFO : Epoch 672 | loss: 0.0311457 | val_loss: 0.0311779 | Time: 1478.79 ms
[2020-12-21 07:30:34 main:581] : INFO : Epoch 673 | loss: 0.0311452 | val_loss: 0.0311804 | Time: 1485.66 ms
[2020-12-21 07:30:35 main:581] : INFO : Epoch 674 | loss: 0.0311461 | val_loss: 0.0311782 | Time: 1528.36 ms
[2020-12-21 07:30:37 main:581] : INFO : Epoch 675 | loss: 0.0311474 | val_loss: 0.0311825 | Time: 1486.01 ms
[2020-12-21 07:30:38 main:581] : INFO : Epoch 676 | loss: 0.0311506 | val_loss: 0.0311782 | Time: 1444.62 ms
[2020-12-21 07:30:40 main:581] : INFO : Epoch 677 | loss: 0.0311475 | val_loss: 0.0311766 | Time: 1447.63 ms
[2020-12-21 07:30:41 main:581] : INFO : Epoch 678 | loss: 0.0311512 | val_loss: 0.0311794 | Time: 1478.4 ms
[2020-12-21 07:30:43 main:581] : INFO : Epoch 679 | loss: 0.031149 | val_loss: 0.0311801 | Time: 1499.4 ms
[2020-12-21 07:30:44 main:581] : INFO : Epoch 680 | loss: 0.0311474 | val_loss: 0.031178 | Time: 1474.1 ms
[2020-12-21 07:30:46 main:581] : INFO : Epoch 681 | loss: 0.0311486 | val_loss: 0.0311776 | Time: 1507.1 ms
[2020-12-21 07:30:47 main:581] : INFO : Epoch 682 | loss: 0.0311459 | val_loss: 0.03118 | Time: 1471.47 ms
[2020-12-21 07:30:49 main:581] : INFO : Epoch 683 | loss: 0.0311462 | val_loss: 0.0311761 | Time: 1497.74 ms
[2020-12-21 07:30:50 main:581] : INFO : Epoch 684 | loss: 0.0311486 | val_loss: 0.0311797 | Time: 1470.04 ms
[2020-12-21 07:30:51 main:581] : INFO : Epoch 685 | loss: 0.0311473 | val_loss: 0.0311736 | Time: 1450.34 ms
[2020-12-21 07:30:53 main:581] : INFO : Epoch 686 | loss: 0.0311456 | val_loss: 0.0311761 | Time: 1474.96 ms
[2020-12-21 07:30:54 main:581] : INFO : Epoch 687 | loss: 0.0311448 | val_loss: 0.0311766 | Time: 1483.23 ms
[2020-12-21 07:30:56 main:581] : INFO : Epoch 688 | loss: 0.0311443 | val_loss: 0.0311768 | Time: 1506.52 ms
[2020-12-21 07:30:57 main:581] : INFO : Epoch 689 | loss: 0.0311416 | val_loss: 0.0311798 | Time: 1501.01 ms
[2020-12-21 07:30:59 main:581] : INFO : Epoch 690 | loss: 0.0311443 | val_loss: 0.0311771 | Time: 1470.73 ms
[2020-12-21 07:31:00 main:581] : INFO : Epoch 691 | loss: 0.0311492 | val_loss: 0.0311781 | Time: 1469.84 ms
[2020-12-21 07:31:02 main:581] : INFO : Epoch 692 | loss: 0.0311517 | val_loss: 0.0311778 | Time: 1556.09 ms
[2020-12-21 07:31:03 main:581] : INFO : Epoch 693 | loss: 0.0311514 | val_loss: 0.0311784 | Time: 1524.6 ms
[2020-12-21 07:31:05 main:581] : INFO : Epoch 694 | loss: 0.0311516 | val_loss: 0.0311769 | Time: 1510.49 ms
[2020-12-21 07:31:07 main:581] : INFO : Epoch 695 | loss: 0.0311505 | val_loss: 0.0311778 | Time: 1520.53 ms
[2020-12-21 07:31:08 main:581] : INFO : Epoch 696 | loss: 0.0311502 | val_loss: 0.0311799 | Time: 1532.99 ms
[2020-12-21 07:31:10 main:581] : INFO : Epoch 697 | loss: 0.0311483 | val_loss: 0.0311814 | Time: 1554.59 ms
[2020-12-21 07:31:11 main:581] : INFO : Epoch 698 | loss: 0.0311467 | val_loss: 0.0311767 | Time: 1510.78 ms
[2020-12-21 07:31:13 main:581] : INFO : Epoch 699 | loss: 0.0311452 | val_loss: 0.0311782 | Time: 1499.72 ms
[2020-12-21 07:31:14 main:581] : INFO : Epoch 700 | loss: 0.0311454 | val_loss: 0.0311766 | Time: 1496.11 ms
[2020-12-21 07:31:16 main:581] : INFO : Epoch 701 | loss: 0.0311465 | val_loss: 0.0311756 | Time: 1502.58 ms
[2020-12-21 07:31:17 main:581] : INFO : Epoch 702 | loss: 0.0311504 | val_loss: 0.0311844 | Time: 1446.41 ms
[2020-12-21 07:31:19 main:581] : INFO : Epoch 703 | loss: 0.031156 | val_loss: 0.0311768 | Time: 1479.31 ms
[2020-12-21 07:31:20 main:581] : INFO : Epoch 704 | loss: 0.031152 | val_loss: 0.0311756 | Time: 1487.57 ms
[2020-12-21 07:31:22 main:581] : INFO : Epoch 705 | loss: 0.0311522 | val_loss: 0.0311761 | Time: 1494.1 ms
[2020-12-21 07:31:23 main:581] : INFO : Epoch 706 | loss: 0.0311491 | val_loss: 0.0311763 | Time: 1503.78 ms
[2020-12-21 07:31:25 main:581] : INFO : Epoch 707 | loss: 0.0311469 | val_loss: 0.0311774 | Time: 1489.95 ms
[2020-12-21 07:31:26 main:581] : INFO : Epoch 708 | loss: 0.0311467 | val_loss: 0.0311806 | Time: 1482.08 ms
[2020-12-21 07:31:27 main:581] : INFO : Epoch 709 | loss: 0.031148 | val_loss: 0.0311775 | Time: 1487.98 ms
[2020-12-21 07:31:29 main:581] : INFO : Epoch 710 | loss: 0.0311492 | val_loss: 0.0311847 | Time: 1396.17 ms
[2020-12-21 07:31:30 main:581] : INFO : Epoch 711 | loss: 0.0311513 | val_loss: 0.0311786 | Time: 1390.92 ms
[2020-12-21 07:31:32 main:581] : INFO : Epoch 712 | loss: 0.0311463 | val_loss: 0.0311716 | Time: 1405.82 ms
[2020-12-21 07:31:33 main:581] : INFO : Epoch 713 | loss: 0.0311461 | val_loss: 0.0311802 | Time: 1407.02 ms
[2020-12-21 07:31:34 main:581] : INFO : Epoch 714 | loss: 0.0311468 | val_loss: 0.0311751 | Time: 1386.57 ms
[2020-12-21 07:31:36 main:581] : INFO : Epoch 715 | loss: 0.0311485 | val_loss: 0.0311811 | Time: 1382.49 ms
[2020-12-21 07:31:37 main:581] : INFO : Epoch 716 | loss: 0.0311444 | val_loss: 0.0311746 | Time: 1393.72 ms
[2020-12-21 07:31:39 main:581] : INFO : Epoch 717 | loss: 0.0311434 | val_loss: 0.031179 | Time: 1405.32 ms
[2020-12-21 07:31:40 main:581] : INFO : Epoch 718 | loss: 0.0311419 | val_loss: 0.0311785 | Time: 1391.53 ms
[2020-12-21 07:31:41 main:581] : INFO : Epoch 719 | loss: 0.0311417 | val_loss: 0.0311739 | Time: 1400.98 ms
[2020-12-21 07:31:43 main:581] : INFO : Epoch 720 | loss: 0.0311417 | val_loss: 0.0311767 | Time: 1397.05 ms
[2020-12-21 07:31:44 main:581] : INFO : Epoch 721 | loss: 0.0311409 | val_loss: 0.031176 | Time: 1389.19 ms
[2020-12-21 07:31:46 main:581] : INFO : Epoch 722 | loss: 0.031141 | val_loss: 0.0311723 | Time: 1392.22 ms
[2020-12-21 07:31:47 main:581] : INFO : Epoch 723 | loss: 0.0311452 | val_loss: 0.0311761 | Time: 1384.54 ms
[2020-12-21 07:31:48 main:581] : INFO : Epoch 724 | loss: 0.0311448 | val_loss: 0.0311735 | Time: 1382.22 ms
[2020-12-21 07:31:50 main:581] : INFO : Epoch 725 | loss: 0.0311448 | val_loss: 0.0311734 | Time: 1432.15 ms
[2020-12-21 07:31:51 main:581] : INFO : Epoch 726 | loss: 0.0311446 | val_loss: 0.0311775 | Time: 1470.62 ms
[2020-12-21 07:31:53 main:581] : INFO : Epoch 727 | loss: 0.0311423 | val_loss: 0.0311716 | Time: 1437.38 ms
[2020-12-21 07:31:54 main:581] : INFO : Epoch 728 | loss: 0.0311426 | val_loss: 0.0311746 | Time: 1437.64 ms
[2020-12-21 07:31:56 main:581] : INFO : Epoch 729 | loss: 0.0311439 | val_loss: 0.0311724 | Time: 1442.79 ms
[2020-12-21 07:31:57 main:581] : INFO : Epoch 730 | loss: 0.0311458 | val_loss: 0.0311737 | Time: 1425.02 ms
[2020-12-21 07:31:58 main:581] : INFO : Epoch 731 | loss: 0.0311452 | val_loss: 0.0311762 | Time: 1419.07 ms
[2020-12-21 07:32:00 main:581] : INFO : Epoch 732 | loss: 0.0311447 | val_loss: 0.0311734 | Time: 1428.73 ms
[2020-12-21 07:32:01 main:581] : INFO : Epoch 733 | loss: 0.031143 | val_loss: 0.0311712 | Time: 1400.81 ms
[2020-12-21 07:32:03 main:581] : INFO : Epoch 734 | loss: 0.0311438 | val_loss: 0.0311752 | Time: 1435.5 ms
[2020-12-21 07:32:04 main:581] : INFO : Epoch 735 | loss: 0.0311467 | val_loss: 0.0311736 | Time: 1441.64 ms
[2020-12-21 07:32:06 main:581] : INFO : Epoch 736 | loss: 0.0311446 | val_loss: 0.0311745 | Time: 1420.1 ms
[2020-12-21 07:32:07 main:581] : INFO : Epoch 737 | loss: 0.031143 | val_loss: 0.0311713 | Time: 1425.73 ms
[2020-12-21 07:32:08 main:581] : INFO : Epoch 738 | loss: 0.031145 | val_loss: 0.0311752 | Time: 1428.71 ms
[2020-12-21 07:32:10 main:581] : INFO : Epoch 739 | loss: 0.0311463 | val_loss: 0.0311769 | Time: 1454.74 ms
[2020-12-21 07:32:11 main:581] : INFO : Epoch 740 | loss: 0.0311425 | val_loss: 0.0311775 | Time: 1434.69 ms
[2020-12-21 07:32:13 main:581] : INFO : Epoch 741 | loss: 0.0311407 | val_loss: 0.0311737 | Time: 1442.76 ms
[2020-12-21 07:32:14 main:581] : INFO : Epoch 742 | loss: 0.0311402 | val_loss: 0.0311729 | Time: 1427.53 ms
[2020-12-21 07:32:16 main:581] : INFO : Epoch 743 | loss: 0.031141 | val_loss: 0.0311797 | Time: 1441.22 ms
[2020-12-21 07:32:17 main:581] : INFO : Epoch 744 | loss: 0.0311477 | val_loss: 0.0311779 | Time: 1447.73 ms
[2020-12-21 07:32:18 main:581] : INFO : Epoch 745 | loss: 0.0311481 | val_loss: 0.0311757 | Time: 1419.52 ms
[2020-12-21 07:32:20 main:581] : INFO : Epoch 746 | loss: 0.031145 | val_loss: 0.0311766 | Time: 1416.48 ms
[2020-12-21 07:32:21 main:581] : INFO : Epoch 747 | loss: 0.0311486 | val_loss: 0.0311813 | Time: 1428.29 ms
[2020-12-21 07:32:23 main:581] : INFO : Epoch 748 | loss: 0.0311525 | val_loss: 0.0311875 | Time: 1425.51 ms
[2020-12-21 07:32:24 main:581] : INFO : Epoch 749 | loss: 0.0311525 | val_loss: 0.0311841 | Time: 1412.48 ms
[2020-12-21 07:32:26 main:581] : INFO : Epoch 750 | loss: 0.031153 | val_loss: 0.0311781 | Time: 1414.21 ms
[2020-12-21 07:32:27 main:581] : INFO : Epoch 751 | loss: 0.0311478 | val_loss: 0.0311738 | Time: 1436.67 ms
[2020-12-21 07:32:28 main:581] : INFO : Epoch 752 | loss: 0.0311467 | val_loss: 0.0311757 | Time: 1420.67 ms
[2020-12-21 07:32:30 main:581] : INFO : Epoch 753 | loss: 0.0311495 | val_loss: 0.0311842 | Time: 1390.81 ms
[2020-12-21 07:32:31 main:581] : INFO : Epoch 754 | loss: 0.0311499 | val_loss: 0.0311787 | Time: 1421.27 ms
[2020-12-21 07:32:33 main:581] : INFO : Epoch 755 | loss: 0.031146 | val_loss: 0.0311758 | Time: 1416.66 ms
[2020-12-21 07:32:34 main:581] : INFO : Epoch 756 | loss: 0.0311453 | val_loss: 0.0311717 | Time: 1450.36 ms
[2020-12-21 07:32:36 main:581] : INFO : Epoch 757 | loss: 0.0311449 | val_loss: 0.03118 | Time: 1448.2 ms
[2020-12-21 07:32:37 main:581] : INFO : Epoch 758 | loss: 0.0311424 | val_loss: 0.031177 | Time: 1449.15 ms
[2020-12-21 07:32:38 main:581] : INFO : Epoch 759 | loss: 0.0311426 | val_loss: 0.0311762 | Time: 1457.76 ms
[2020-12-21 07:32:40 main:581] : INFO : Epoch 760 | loss: 0.0311416 | val_loss: 0.0311776 | Time: 1447.13 ms
[2020-12-21 07:32:41 main:581] : INFO : Epoch 761 | loss: 0.0311418 | val_loss: 0.0311775 | Time: 1448.51 ms
[2020-12-21 07:32:43 main:581] : INFO : Epoch 762 | loss: 0.031142 | val_loss: 0.0311774 | Time: 1453.22 ms
[2020-12-21 07:32:44 main:581] : INFO : Epoch 763 | loss: 0.0311397 | val_loss: 0.0311782 | Time: 1452.62 ms
[2020-12-21 07:32:46 main:581] : INFO : Epoch 764 | loss: 0.0311459 | val_loss: 0.0311776 | Time: 1444.28 ms
[2020-12-21 07:32:47 main:581] : INFO : Epoch 765 | loss: 0.0311447 | val_loss: 0.03118 | Time: 1451.15 ms
[2020-12-21 07:32:49 main:581] : INFO : Epoch 766 | loss: 0.0311462 | val_loss: 0.0311762 | Time: 1455.09 ms
[2020-12-21 07:32:50 main:581] : INFO : Epoch 767 | loss: 0.0311458 | val_loss: 0.0311787 | Time: 1462.9 ms
[2020-12-21 07:32:52 main:581] : INFO : Epoch 768 | loss: 0.0311446 | val_loss: 0.031177 | Time: 1480.76 ms
[2020-12-21 07:32:53 main:581] : INFO : Epoch 769 | loss: 0.0311467 | val_loss: 0.0311804 | Time: 1431.98 ms
[2020-12-21 07:32:54 main:581] : INFO : Epoch 770 | loss: 0.0311416 | val_loss: 0.0311775 | Time: 1454.7 ms
[2020-12-21 07:32:56 main:581] : INFO : Epoch 771 | loss: 0.0311391 | val_loss: 0.031178 | Time: 1473.34 ms
[2020-12-21 07:32:57 main:581] : INFO : Epoch 772 | loss: 0.0311393 | val_loss: 0.0311807 | Time: 1459.55 ms
[2020-12-21 07:32:59 main:581] : INFO : Epoch 773 | loss: 0.0311401 | val_loss: 0.0311792 | Time: 1440.25 ms
[2020-12-21 07:33:00 main:581] : INFO : Epoch 774 | loss: 0.0311384 | val_loss: 0.031179 | Time: 1437.16 ms
[2020-12-21 07:33:02 main:581] : INFO : Epoch 775 | loss: 0.0311372 | val_loss: 0.0311826 | Time: 1415.05 ms
[2020-12-21 07:33:03 main:581] : INFO : Epoch 776 | loss: 0.0311428 | val_loss: 0.0311786 | Time: 1451.07 ms
[2020-12-21 07:33:05 main:581] : INFO : Epoch 777 | loss: 0.0311409 | val_loss: 0.0311826 | Time: 1439.14 ms
[2020-12-21 07:33:06 main:581] : INFO : Epoch 778 | loss: 0.0311394 | val_loss: 0.0311762 | Time: 1433.72 ms
[2020-12-21 07:33:07 main:581] : INFO : Epoch 779 | loss: 0.0311404 | val_loss: 0.0311808 | Time: 1435.92 ms
[2020-12-21 07:33:09 main:581] : INFO : Epoch 780 | loss: 0.0311434 | val_loss: 0.0311818 | Time: 1461.38 ms
[2020-12-21 07:33:10 main:581] : INFO : Epoch 781 | loss: 0.0311419 | val_loss: 0.0311833 | Time: 1473.83 ms
[2020-12-21 07:33:12 main:581] : INFO : Epoch 782 | loss: 0.0311424 | val_loss: 0.0311833 | Time: 1461.44 ms
[2020-12-21 07:33:13 main:581] : INFO : Epoch 783 | loss: 0.0311396 | val_loss: 0.0311772 | Time: 1466.29 ms
[2020-12-21 07:33:15 main:581] : INFO : Epoch 784 | loss: 0.0311393 | val_loss: 0.0311831 | Time: 1430.33 ms
[2020-12-21 07:33:16 main:581] : INFO : Epoch 785 | loss: 0.0311394 | val_loss: 0.031178 | Time: 1412.55 ms
[2020-12-21 07:33:18 main:581] : INFO : Epoch 786 | loss: 0.0311412 | val_loss: 0.0311814 | Time: 1443.55 ms
[2020-12-21 07:33:19 main:581] : INFO : Epoch 787 | loss: 0.0311411 | val_loss: 0.0311764 | Time: 1415.15 ms
[2020-12-21 07:33:20 main:581] : INFO : Epoch 788 | loss: 0.0311415 | val_loss: 0.0311778 | Time: 1417.34 ms
[2020-12-21 07:33:22 main:581] : INFO : Epoch 789 | loss: 0.0311438 | val_loss: 0.0311805 | Time: 1435.26 ms
[2020-12-21 07:33:23 main:581] : INFO : Epoch 790 | loss: 0.031143 | val_loss: 0.0311809 | Time: 1414.48 ms
[2020-12-21 07:33:25 main:581] : INFO : Epoch 791 | loss: 0.0311408 | val_loss: 0.0311841 | Time: 1428.64 ms
[2020-12-21 07:33:26 main:581] : INFO : Epoch 792 | loss: 0.0311409 | val_loss: 0.0311758 | Time: 1422.45 ms
[2020-12-21 07:33:28 main:581] : INFO : Epoch 793 | loss: 0.0311396 | val_loss: 0.0311828 | Time: 1429.96 ms
[2020-12-21 07:33:29 main:581] : INFO : Epoch 794 | loss: 0.0311403 | val_loss: 0.0311772 | Time: 1399.34 ms
[2020-12-21 07:33:30 main:581] : INFO : Epoch 795 | loss: 0.0311399 | val_loss: 0.0311801 | Time: 1433.07 ms
[2020-12-21 07:33:32 main:581] : INFO : Epoch 796 | loss: 0.0311424 | val_loss: 0.031178 | Time: 1415.51 ms
[2020-12-21 07:33:33 main:581] : INFO : Epoch 797 | loss: 0.0311444 | val_loss: 0.0311919 | Time: 1417.1 ms
[2020-12-21 07:33:35 main:581] : INFO : Epoch 798 | loss: 0.0311494 | val_loss: 0.0311792 | Time: 1395.04 ms
[2020-12-21 07:33:36 main:581] : INFO : Epoch 799 | loss: 0.0311492 | val_loss: 0.0311826 | Time: 1412 ms
[2020-12-21 07:33:37 main:581] : INFO : Epoch 800 | loss: 0.0311457 | val_loss: 0.0311823 | Time: 1424.91 ms
[2020-12-21 07:33:39 main:581] : INFO : Epoch 801 | loss: 0.0311428 | val_loss: 0.0311756 | Time: 1407.55 ms
[2020-12-21 07:33:40 main:581] : INFO : Epoch 802 | loss: 0.0311421 | val_loss: 0.0311806 | Time: 1419.9 ms
[2020-12-21 07:33:42 main:581] : INFO : Epoch 803 | loss: 0.0311443 | val_loss: 0.0311742 | Time: 1404.23 ms
[2020-12-21 07:33:43 main:581] : INFO : Epoch 804 | loss: 0.0311498 | val_loss: 0.0311791 | Time: 1411.42 ms
[2020-12-21 07:33:45 main:581] : INFO : Epoch 805 | loss: 0.031151 | val_loss: 0.031177 | Time: 1399.6 ms
[2020-12-21 07:33:46 main:581] : INFO : Epoch 806 | loss: 0.0311523 | val_loss: 0.0311829 | Time: 1414.48 ms
[2020-12-21 07:33:47 main:581] : INFO : Epoch 807 | loss: 0.0311511 | val_loss: 0.0311801 | Time: 1421.65 ms
[2020-12-21 07:33:49 main:581] : INFO : Epoch 808 | loss: 0.0311479 | val_loss: 0.0311774 | Time: 1419.65 ms
[2020-12-21 07:33:50 main:581] : INFO : Epoch 809 | loss: 0.0311469 | val_loss: 0.0311785 | Time: 1418.79 ms
[2020-12-21 07:33:52 main:581] : INFO : Epoch 810 | loss: 0.0311467 | val_loss: 0.0311773 | Time: 1456.5 ms
[2020-12-21 07:33:53 main:581] : INFO : Epoch 811 | loss: 0.0311476 | val_loss: 0.0311815 | Time: 1455.29 ms
[2020-12-21 07:33:55 main:581] : INFO : Epoch 812 | loss: 0.0311462 | val_loss: 0.0311798 | Time: 1421.86 ms
[2020-12-21 07:33:56 main:581] : INFO : Epoch 813 | loss: 0.0311462 | val_loss: 0.031175 | Time: 1443.52 ms
[2020-12-21 07:33:57 main:581] : INFO : Epoch 814 | loss: 0.0311453 | val_loss: 0.0311797 | Time: 1422.47 ms
[2020-12-21 07:33:59 main:581] : INFO : Epoch 815 | loss: 0.0311549 | val_loss: 0.0311805 | Time: 1451.47 ms
[2020-12-21 07:34:00 main:581] : INFO : Epoch 816 | loss: 0.0311514 | val_loss: 0.0311794 | Time: 1442.99 ms
[2020-12-21 07:34:02 main:581] : INFO : Epoch 817 | loss: 0.0311491 | val_loss: 0.0311771 | Time: 1460.88 ms
[2020-12-21 07:34:03 main:581] : INFO : Epoch 818 | loss: 0.0311449 | val_loss: 0.0311744 | Time: 1442.52 ms
[2020-12-21 07:34:05 main:581] : INFO : Epoch 819 | loss: 0.0311426 | val_loss: 0.0311772 | Time: 1443.8 ms
[2020-12-21 07:34:06 main:581] : INFO : Epoch 820 | loss: 0.0311432 | val_loss: 0.031177 | Time: 1425 ms
[2020-12-21 07:34:08 main:581] : INFO : Epoch 821 | loss: 0.0311411 | val_loss: 0.0311783 | Time: 1450.8 ms
[2020-12-21 07:34:09 main:581] : INFO : Epoch 822 | loss: 0.0311433 | val_loss: 0.0311725 | Time: 1467.33 ms
[2020-12-21 07:34:10 main:581] : INFO : Epoch 823 | loss: 0.0311434 | val_loss: 0.0311783 | Time: 1440.26 ms
[2020-12-21 07:34:12 main:581] : INFO : Epoch 824 | loss: 0.0311446 | val_loss: 0.0311771 | Time: 1431.81 ms
[2020-12-21 07:34:13 main:581] : INFO : Epoch 825 | loss: 0.0311438 | val_loss: 0.0311784 | Time: 1449.91 ms
[2020-12-21 07:34:15 main:581] : INFO : Epoch 826 | loss: 0.0311424 | val_loss: 0.0311789 | Time: 1474.57 ms
[2020-12-21 07:34:16 main:581] : INFO : Epoch 827 | loss: 0.0311441 | val_loss: 0.0311757 | Time: 1465.13 ms
[2020-12-21 07:34:18 main:581] : INFO : Epoch 828 | loss: 0.0311463 | val_loss: 0.0311735 | Time: 1466.03 ms
[2020-12-21 07:34:19 main:581] : INFO : Epoch 829 | loss: 0.0311432 | val_loss: 0.0311779 | Time: 1443.06 ms
[2020-12-21 07:34:21 main:581] : INFO : Epoch 830 | loss: 0.0311451 | val_loss: 0.0311787 | Time: 1476.27 ms
[2020-12-21 07:34:22 main:581] : INFO : Epoch 831 | loss: 0.0311456 | val_loss: 0.0311808 | Time: 1458.25 ms
[2020-12-21 07:34:24 main:581] : INFO : Epoch 832 | loss: 0.0311446 | val_loss: 0.0311774 | Time: 1431.94 ms
[2020-12-21 07:34:25 main:581] : INFO : Epoch 833 | loss: 0.0311492 | val_loss: 0.0311789 | Time: 1453.93 ms
[2020-12-21 07:34:26 main:581] : INFO : Epoch 834 | loss: 0.0311548 | val_loss: 0.0311819 | Time: 1454.65 ms
[2020-12-21 07:34:28 main:581] : INFO : Epoch 835 | loss: 0.0311558 | val_loss: 0.0311782 | Time: 1469.71 ms
[2020-12-21 07:34:29 main:581] : INFO : Epoch 836 | loss: 0.0311523 | val_loss: 0.0311754 | Time: 1471.91 ms
[2020-12-21 07:34:31 main:581] : INFO : Epoch 837 | loss: 0.0311524 | val_loss: 0.031178 | Time: 1487 ms
[2020-12-21 07:34:32 main:581] : INFO : Epoch 838 | loss: 0.0311493 | val_loss: 0.0311742 | Time: 1439.42 ms
[2020-12-21 07:34:34 main:581] : INFO : Epoch 839 | loss: 0.0311483 | val_loss: 0.0311761 | Time: 1461.41 ms
[2020-12-21 07:34:35 main:581] : INFO : Epoch 840 | loss: 0.0311487 | val_loss: 0.0311804 | Time: 1451.96 ms
[2020-12-21 07:34:37 main:581] : INFO : Epoch 841 | loss: 0.0311583 | val_loss: 0.0311806 | Time: 1452.93 ms
[2020-12-21 07:34:38 main:581] : INFO : Epoch 842 | loss: 0.0311648 | val_loss: 0.0311792 | Time: 1422.99 ms
[2020-12-21 07:34:40 main:581] : INFO : Epoch 843 | loss: 0.0311671 | val_loss: 0.0311771 | Time: 1461.23 ms
[2020-12-21 07:34:41 main:581] : INFO : Epoch 844 | loss: 0.0311666 | val_loss: 0.0311752 | Time: 1452.23 ms
[2020-12-21 07:34:42 main:581] : INFO : Epoch 845 | loss: 0.0311637 | val_loss: 0.0311753 | Time: 1453.99 ms
[2020-12-21 07:34:44 main:581] : INFO : Epoch 846 | loss: 0.0311596 | val_loss: 0.031174 | Time: 1452.57 ms
[2020-12-21 07:34:45 main:581] : INFO : Epoch 847 | loss: 0.0311573 | val_loss: 0.0311723 | Time: 1439.97 ms
[2020-12-21 07:34:47 main:581] : INFO : Epoch 848 | loss: 0.0311565 | val_loss: 0.0311732 | Time: 1434.68 ms
[2020-12-21 07:34:48 main:581] : INFO : Epoch 849 | loss: 0.0311575 | val_loss: 0.031174 | Time: 1479.59 ms
[2020-12-21 07:34:50 main:581] : INFO : Epoch 850 | loss: 0.0311553 | val_loss: 0.0311736 | Time: 1456.65 ms
[2020-12-21 07:34:51 main:581] : INFO : Epoch 851 | loss: 0.0311557 | val_loss: 0.0311754 | Time: 1450.13 ms
[2020-12-21 07:34:53 main:581] : INFO : Epoch 852 | loss: 0.0311551 | val_loss: 0.0311764 | Time: 1459.75 ms
[2020-12-21 07:34:54 main:581] : INFO : Epoch 853 | loss: 0.031153 | val_loss: 0.0311759 | Time: 1466.32 ms
[2020-12-21 07:34:56 main:581] : INFO : Epoch 854 | loss: 0.0311537 | val_loss: 0.0311759 | Time: 1448.87 ms
[2020-12-21 07:34:57 main:581] : INFO : Epoch 855 | loss: 0.0311529 | val_loss: 0.0311755 | Time: 1463.37 ms
[2020-12-21 07:34:58 main:581] : INFO : Epoch 856 | loss: 0.0311546 | val_loss: 0.0311723 | Time: 1460.39 ms
[2020-12-21 07:35:00 main:581] : INFO : Epoch 857 | loss: 0.0311536 | val_loss: 0.031173 | Time: 1487.3 ms
[2020-12-21 07:35:01 main:581] : INFO : Epoch 858 | loss: 0.0311549 | val_loss: 0.0311751 | Time: 1469.57 ms
[2020-12-21 07:35:03 main:581] : INFO : Epoch 859 | loss: 0.0311576 | val_loss: 0.0311742 | Time: 1478.69 ms
[2020-12-21 07:35:04 main:581] : INFO : Epoch 860 | loss: 0.0311554 | val_loss: 0.0311714 | Time: 1488.67 ms
[2020-12-21 07:35:06 main:581] : INFO : Epoch 861 | loss: 0.0311511 | val_loss: 0.0311726 | Time: 1475.49 ms
[2020-12-21 07:35:07 main:581] : INFO : Epoch 862 | loss: 0.0311518 | val_loss: 0.031175 | Time: 1437.03 ms
[2020-12-21 07:35:09 main:581] : INFO : Epoch 863 | loss: 0.0311541 | val_loss: 0.0311768 | Time: 1427.08 ms
[2020-12-21 07:35:10 main:581] : INFO : Epoch 864 | loss: 0.0311577 | val_loss: 0.0311753 | Time: 1453.72 ms
[2020-12-21 07:35:12 main:581] : INFO : Epoch 865 | loss: 0.0311547 | val_loss: 0.0311735 | Time: 1462.68 ms
[2020-12-21 07:35:13 main:581] : INFO : Epoch 866 | loss: 0.0311531 | val_loss: 0.0311731 | Time: 1459.09 ms
[2020-12-21 07:35:15 main:581] : INFO : Epoch 867 | loss: 0.0311528 | val_loss: 0.0311737 | Time: 1493.7 ms
[2020-12-21 07:35:16 main:581] : INFO : Epoch 868 | loss: 0.031155 | val_loss: 0.0311747 | Time: 1526.31 ms
[2020-12-21 07:35:18 main:581] : INFO : Epoch 869 | loss: 0.0311513 | val_loss: 0.0311702 | Time: 1513.63 ms
[2020-12-21 07:35:19 main:581] : INFO : Epoch 870 | loss: 0.0311507 | val_loss: 0.0311703 | Time: 1490.67 ms
[2020-12-21 07:35:21 main:581] : INFO : Epoch 871 | loss: 0.0311516 | val_loss: 0.0311709 | Time: 1477.85 ms
[2020-12-21 07:35:22 main:581] : INFO : Epoch 872 | loss: 0.0311505 | val_loss: 0.031174 | Time: 1488.08 ms
[2020-12-21 07:35:24 main:581] : INFO : Epoch 873 | loss: 0.0311522 | val_loss: 0.0311747 | Time: 1453.38 ms
[2020-12-21 07:35:25 main:581] : INFO : Epoch 874 | loss: 0.0311477 | val_loss: 0.031173 | Time: 1468.9 ms
[2020-12-21 07:35:26 main:581] : INFO : Epoch 875 | loss: 0.0311461 | val_loss: 0.0311833 | Time: 1472.13 ms
[2020-12-21 07:35:28 main:581] : INFO : Epoch 876 | loss: 0.0311472 | val_loss: 0.0311752 | Time: 1463.49 ms
[2020-12-21 07:35:29 main:581] : INFO : Epoch 877 | loss: 0.0311464 | val_loss: 0.0311748 | Time: 1448.06 ms
[2020-12-21 07:35:31 main:581] : INFO : Epoch 878 | loss: 0.031147 | val_loss: 0.0311745 | Time: 1446.26 ms
[2020-12-21 07:35:32 main:581] : INFO : Epoch 879 | loss: 0.0311469 | val_loss: 0.0311751 | Time: 1439.79 ms
[2020-12-21 07:35:34 main:581] : INFO : Epoch 880 | loss: 0.0311468 | val_loss: 0.0311752 | Time: 1429.15 ms
[2020-12-21 07:35:35 main:581] : INFO : Epoch 881 | loss: 0.031145 | val_loss: 0.0311766 | Time: 1447.27 ms
[2020-12-21 07:35:37 main:581] : INFO : Epoch 882 | loss: 0.0311471 | val_loss: 0.0311772 | Time: 1471 ms
[2020-12-21 07:35:38 main:581] : INFO : Epoch 883 | loss: 0.031146 | val_loss: 0.0311777 | Time: 1429.45 ms
[2020-12-21 07:35:40 main:581] : INFO : Epoch 884 | loss: 0.0311461 | val_loss: 0.0311774 | Time: 1436.49 ms
[2020-12-21 07:35:41 main:581] : INFO : Epoch 885 | loss: 0.0311466 | val_loss: 0.0311771 | Time: 1431.73 ms
[2020-12-21 07:35:42 main:581] : INFO : Epoch 886 | loss: 0.0311441 | val_loss: 0.0311767 | Time: 1412.87 ms
[2020-12-21 07:35:44 main:581] : INFO : Epoch 887 | loss: 0.0311432 | val_loss: 0.0311746 | Time: 1454.66 ms
[2020-12-21 07:35:45 main:581] : INFO : Epoch 888 | loss: 0.0311425 | val_loss: 0.0311779 | Time: 1410.19 ms
[2020-12-21 07:35:47 main:581] : INFO : Epoch 889 | loss: 0.0311466 | val_loss: 0.0311806 | Time: 1447.72 ms
[2020-12-21 07:35:48 main:581] : INFO : Epoch 890 | loss: 0.0311467 | val_loss: 0.0311787 | Time: 1449.63 ms
[2020-12-21 07:35:50 main:581] : INFO : Epoch 891 | loss: 0.0311453 | val_loss: 0.0311782 | Time: 1440 ms
[2020-12-21 07:35:51 main:581] : INFO : Epoch 892 | loss: 0.0311468 | val_loss: 0.0311748 | Time: 1435.76 ms
[2020-12-21 07:35:52 main:581] : INFO : Epoch 893 | loss: 0.0311462 | val_loss: 0.031177 | Time: 1422.95 ms
[2020-12-21 07:35:54 main:581] : INFO : Epoch 894 | loss: 0.0311441 | val_loss: 0.0311781 | Time: 1444.6 ms
[2020-12-21 07:35:55 main:581] : INFO : Epoch 895 | loss: 0.0311456 | val_loss: 0.0311774 | Time: 1449.04 ms
[2020-12-21 07:35:57 main:581] : INFO : Epoch 896 | loss: 0.0311409 | val_loss: 0.031177 | Time: 1428.39 ms
[2020-12-21 07:35:58 main:581] : INFO : Epoch 897 | loss: 0.0311427 | val_loss: 0.0311742 | Time: 1419.3 ms
[2020-12-21 07:36:00 main:581] : INFO : Epoch 898 | loss: 0.0311433 | val_loss: 0.0311769 | Time: 1428.77 ms
[2020-12-21 07:36:01 main:581] : INFO : Epoch 899 | loss: 0.0311438 | val_loss: 0.0311782 | Time: 1457.09 ms
[2020-12-21 07:36:02 main:581] : INFO : Epoch 900 | loss: 0.0311425 | val_loss: 0.0311765 | Time: 1431.18 ms
[2020-12-21 07:36:04 main:581] : INFO : Epoch 901 | loss: 0.0311414 | val_loss: 0.0311767 | Time: 1451.57 ms
[2020-12-21 07:36:05 main:581] : INFO : Epoch 902 | loss: 0.0311409 | val_loss: 0.031176 | Time: 1453.16 ms
[2020-12-21 07:36:07 main:581] : INFO : Epoch 903 | loss: 0.0311419 | val_loss: 0.0311747 | Time: 1443.13 ms
[2020-12-21 07:36:08 main:581] : INFO : Epoch 904 | loss: 0.0311499 | val_loss: 0.0311752 | Time: 1450.86 ms
[2020-12-21 07:36:10 main:581] : INFO : Epoch 905 | loss: 0.0311531 | val_loss: 0.0311722 | Time: 1422.14 ms
[2020-12-21 07:36:11 main:581] : INFO : Epoch 906 | loss: 0.0311495 | val_loss: 0.0311709 | Time: 1433.05 ms
[2020-12-21 07:36:13 main:581] : INFO : Epoch 907 | loss: 0.0311472 | val_loss: 0.0311761 | Time: 1444.3 ms
[2020-12-21 07:36:14 main:581] : INFO : Epoch 908 | loss: 0.0311457 | val_loss: 0.0311725 | Time: 1441.24 ms
[2020-12-21 07:36:15 main:581] : INFO : Epoch 909 | loss: 0.0311457 | val_loss: 0.0311752 | Time: 1430.15 ms
[2020-12-21 07:36:17 main:581] : INFO : Epoch 910 | loss: 0.0311441 | val_loss: 0.0311732 | Time: 1430.54 ms
[2020-12-21 07:36:18 main:581] : INFO : Epoch 911 | loss: 0.0311447 | val_loss: 0.0311731 | Time: 1408.42 ms
[2020-12-21 07:36:20 main:581] : INFO : Epoch 912 | loss: 0.0311465 | val_loss: 0.0311791 | Time: 1428.51 ms
[2020-12-21 07:36:21 main:581] : INFO : Epoch 913 | loss: 0.0311432 | val_loss: 0.0311758 | Time: 1433.54 ms
[2020-12-21 07:36:23 main:581] : INFO : Epoch 914 | loss: 0.0311415 | val_loss: 0.0311893 | Time: 1433.06 ms
[2020-12-21 07:36:24 main:581] : INFO : Epoch 915 | loss: 0.0311465 | val_loss: 0.0311868 | Time: 1430.63 ms
[2020-12-21 07:36:25 main:581] : INFO : Epoch 916 | loss: 0.0311438 | val_loss: 0.0311757 | Time: 1427.91 ms
[2020-12-21 07:36:27 main:581] : INFO : Epoch 917 | loss: 0.0311458 | val_loss: 0.0311848 | Time: 1447.18 ms
[2020-12-21 07:36:28 main:581] : INFO : Epoch 918 | loss: 0.031147 | val_loss: 0.0311825 | Time: 1411.04 ms
[2020-12-21 07:36:30 main:581] : INFO : Epoch 919 | loss: 0.0311412 | val_loss: 0.031181 | Time: 1427.69 ms
[2020-12-21 07:36:31 main:581] : INFO : Epoch 920 | loss: 0.0311407 | val_loss: 0.0311769 | Time: 1467.78 ms
[2020-12-21 07:36:33 main:581] : INFO : Epoch 921 | loss: 0.0311406 | val_loss: 0.031182 | Time: 1418.56 ms
[2020-12-21 07:36:34 main:581] : INFO : Epoch 922 | loss: 0.0311395 | val_loss: 0.0311994 | Time: 1477.6 ms
[2020-12-21 07:36:36 main:581] : INFO : Epoch 923 | loss: 0.0311448 | val_loss: 0.0311857 | Time: 1467.24 ms
[2020-12-21 07:36:37 main:581] : INFO : Epoch 924 | loss: 0.0311422 | val_loss: 0.0311783 | Time: 1468.08 ms
[2020-12-21 07:36:38 main:581] : INFO : Epoch 925 | loss: 0.0311398 | val_loss: 0.0311825 | Time: 1447.68 ms
[2020-12-21 07:36:40 main:581] : INFO : Epoch 926 | loss: 0.0311408 | val_loss: 0.0311796 | Time: 1439.32 ms
[2020-12-21 07:36:41 main:581] : INFO : Epoch 927 | loss: 0.0311398 | val_loss: 0.0311804 | Time: 1461.29 ms
[2020-12-21 07:36:43 main:581] : INFO : Epoch 928 | loss: 0.0311389 | val_loss: 0.0311796 | Time: 1464 ms
[2020-12-21 07:36:44 main:581] : INFO : Epoch 929 | loss: 0.0311401 | val_loss: 0.031179 | Time: 1459.1 ms
[2020-12-21 07:36:46 main:581] : INFO : Epoch 930 | loss: 0.0311399 | val_loss: 0.0311779 | Time: 1443.76 ms
[2020-12-21 07:36:47 main:581] : INFO : Epoch 931 | loss: 0.0311388 | val_loss: 0.0311784 | Time: 1464.78 ms
[2020-12-21 07:36:49 main:581] : INFO : Epoch 932 | loss: 0.0311408 | val_loss: 0.0311823 | Time: 1444.68 ms
[2020-12-21 07:36:50 main:581] : INFO : Epoch 933 | loss: 0.0311475 | val_loss: 0.0311767 | Time: 1433.83 ms
[2020-12-21 07:36:52 main:581] : INFO : Epoch 934 | loss: 0.0311513 | val_loss: 0.0311775 | Time: 1471.23 ms
[2020-12-21 07:36:53 main:581] : INFO : Epoch 935 | loss: 0.0311493 | val_loss: 0.0311744 | Time: 1474.14 ms
[2020-12-21 07:36:54 main:581] : INFO : Epoch 936 | loss: 0.0311487 | val_loss: 0.0311764 | Time: 1460.78 ms
[2020-12-21 07:36:56 main:581] : INFO : Epoch 937 | loss: 0.0311498 | val_loss: 0.0311766 | Time: 1481.24 ms
[2020-12-21 07:36:57 main:581] : INFO : Epoch 938 | loss: 0.031152 | val_loss: 0.0311772 | Time: 1462.54 ms
[2020-12-21 07:36:59 main:581] : INFO : Epoch 939 | loss: 0.0311549 | val_loss: 0.031173 | Time: 1477.87 ms
[2020-12-21 07:37:00 main:581] : INFO : Epoch 940 | loss: 0.031148 | val_loss: 0.0311715 | Time: 1496.28 ms
[2020-12-21 07:37:02 main:581] : INFO : Epoch 941 | loss: 0.0311444 | val_loss: 0.0311747 | Time: 1459.49 ms
[2020-12-21 07:37:03 main:581] : INFO : Epoch 942 | loss: 0.0311445 | val_loss: 0.0311761 | Time: 1463.29 ms
[2020-12-21 07:37:05 main:581] : INFO : Epoch 943 | loss: 0.0311438 | val_loss: 0.0311768 | Time: 1471.86 ms
[2020-12-21 07:37:06 main:581] : INFO : Epoch 944 | loss: 0.0311442 | val_loss: 0.0311756 | Time: 1470.02 ms
[2020-12-21 07:37:08 main:581] : INFO : Epoch 945 | loss: 0.0311448 | val_loss: 0.0311737 | Time: 1462.14 ms
[2020-12-21 07:37:09 main:581] : INFO : Epoch 946 | loss: 0.0311448 | val_loss: 0.0311747 | Time: 1448.41 ms
[2020-12-21 07:37:11 main:581] : INFO : Epoch 947 | loss: 0.0311447 | val_loss: 0.0311709 | Time: 1428.51 ms
[2020-12-21 07:37:12 main:581] : INFO : Epoch 948 | loss: 0.0311469 | val_loss: 0.031172 | Time: 1436.08 ms
[2020-12-21 07:37:13 main:581] : INFO : Epoch 949 | loss: 0.0311483 | val_loss: 0.0311747 | Time: 1426.44 ms
[2020-12-21 07:37:15 main:581] : INFO : Epoch 950 | loss: 0.0311458 | val_loss: 0.0311759 | Time: 1468.25 ms
[2020-12-21 07:37:16 main:581] : INFO : Epoch 951 | loss: 0.0311444 | val_loss: 0.0311731 | Time: 1434.58 ms
[2020-12-21 07:37:18 main:581] : INFO : Epoch 952 | loss: 0.0311436 | val_loss: 0.031173 | Time: 1432.5 ms
[2020-12-21 07:37:19 main:581] : INFO : Epoch 953 | loss: 0.0311441 | val_loss: 0.0311824 | Time: 1412.19 ms
[2020-12-21 07:37:21 main:581] : INFO : Epoch 954 | loss: 0.0311427 | val_loss: 0.0311773 | Time: 1423.53 ms
[2020-12-21 07:37:22 main:581] : INFO : Epoch 955 | loss: 0.0311436 | val_loss: 0.0311838 | Time: 1428.84 ms
[2020-12-21 07:37:23 main:581] : INFO : Epoch 956 | loss: 0.0311442 | val_loss: 0.0311753 | Time: 1421.26 ms
[2020-12-21 07:37:25 main:581] : INFO : Epoch 957 | loss: 0.0311408 | val_loss: 0.031178 | Time: 1437.05 ms
[2020-12-21 07:37:26 main:581] : INFO : Epoch 958 | loss: 0.0311382 | val_loss: 0.0311776 | Time: 1434.46 ms
[2020-12-21 07:37:28 main:581] : INFO : Epoch 959 | loss: 0.03114 | val_loss: 0.0311796 | Time: 1438.25 ms
[2020-12-21 07:37:29 main:581] : INFO : Epoch 960 | loss: 0.0311477 | val_loss: 0.0311786 | Time: 1443.03 ms
[2020-12-21 07:37:31 main:581] : INFO : Epoch 961 | loss: 0.0311474 | val_loss: 0.0311773 | Time: 1436.24 ms
[2020-12-21 07:37:32 main:581] : INFO : Epoch 962 | loss: 0.0311456 | val_loss: 0.0311788 | Time: 1425.91 ms
[2020-12-21 07:37:34 main:581] : INFO : Epoch 963 | loss: 0.0311472 | val_loss: 0.0311731 | Time: 1411.49 ms
[2020-12-21 07:37:35 main:581] : INFO : Epoch 964 | loss: 0.0311445 | val_loss: 0.031174 | Time: 1425.15 ms
[2020-12-21 07:37:36 main:581] : INFO : Epoch 965 | loss: 0.0311436 | val_loss: 0.0311753 | Time: 1437.2 ms
[2020-12-21 07:37:38 main:581] : INFO : Epoch 966 | loss: 0.0311397 | val_loss: 0.0311758 | Time: 1441.83 ms
[2020-12-21 07:37:39 main:581] : INFO : Epoch 967 | loss: 0.0311393 | val_loss: 0.0311787 | Time: 1429.17 ms
[2020-12-21 07:37:41 main:581] : INFO : Epoch 968 | loss: 0.03114 | val_loss: 0.0311763 | Time: 1428.05 ms
[2020-12-21 07:37:42 main:581] : INFO : Epoch 969 | loss: 0.0311399 | val_loss: 0.031174 | Time: 1432.36 ms
[2020-12-21 07:37:44 main:581] : INFO : Epoch 970 | loss: 0.0311414 | val_loss: 0.0311743 | Time: 1434.95 ms
[2020-12-21 07:37:45 main:581] : INFO : Epoch 971 | loss: 0.0311418 | val_loss: 0.031174 | Time: 1425.84 ms
[2020-12-21 07:37:46 main:581] : INFO : Epoch 972 | loss: 0.0311443 | val_loss: 0.0311908 | Time: 1445.98 ms
[2020-12-21 07:37:48 main:581] : INFO : Epoch 973 | loss: 0.0311452 | val_loss: 0.0311744 | Time: 1438.39 ms
[2020-12-21 07:37:49 main:581] : INFO : Epoch 974 | loss: 0.0311457 | val_loss: 0.031174 | Time: 1452.93 ms
[2020-12-21 07:37:51 main:581] : INFO : Epoch 975 | loss: 0.031148 | val_loss: 0.0311832 | Time: 1463.23 ms
[2020-12-21 07:37:52 main:581] : INFO : Epoch 976 | loss: 0.0311442 | val_loss: 0.0311772 | Time: 1441.8 ms
[2020-12-21 07:37:54 main:581] : INFO : Epoch 977 | loss: 0.0311414 | val_loss: 0.0311775 | Time: 1450.43 ms
[2020-12-21 07:37:55 main:581] : INFO : Epoch 978 | loss: 0.0311393 | val_loss: 0.03118 | Time: 1437.66 ms
[2020-12-21 07:37:57 main:581] : INFO : Epoch 979 | loss: 0.0311401 | val_loss: 0.0311749 | Time: 1438.02 ms
[2020-12-21 07:37:58 main:581] : INFO : Epoch 980 | loss: 0.0311382 | val_loss: 0.03118 | Time: 1434.63 ms
[2020-12-21 07:37:59 main:581] : INFO : Epoch 981 | loss: 0.0311389 | val_loss: 0.0311837 | Time: 1406.78 ms
[2020-12-21 07:38:01 main:581] : INFO : Epoch 982 | loss: 0.0311384 | val_loss: 0.0311773 | Time: 1442.86 ms
[2020-12-21 07:38:02 main:581] : INFO : Epoch 983 | loss: 0.0311361 | val_loss: 0.0311799 | Time: 1414.7 ms
[2020-12-21 07:38:04 main:581] : INFO : Epoch 984 | loss: 0.0311363 | val_loss: 0.0311793 | Time: 1447.5 ms
[2020-12-21 07:38:05 main:581] : INFO : Epoch 985 | loss: 0.031139 | val_loss: 0.0311739 | Time: 1433.75 ms
[2020-12-21 07:38:07 main:581] : INFO : Epoch 986 | loss: 0.0311395 | val_loss: 0.0311777 | Time: 1450.98 ms
[2020-12-21 07:38:08 main:581] : INFO : Epoch 987 | loss: 0.0311402 | val_loss: 0.0311763 | Time: 1445.15 ms
[2020-12-21 07:38:09 main:581] : INFO : Epoch 988 | loss: 0.0311396 | val_loss: 0.0311791 | Time: 1458.85 ms
[2020-12-21 07:38:11 main:581] : INFO : Epoch 989 | loss: 0.031138 | val_loss: 0.0311787 | Time: 1446.72 ms
[2020-12-21 07:38:12 main:581] : INFO : Epoch 990 | loss: 0.0311391 | val_loss: 0.0311763 | Time: 1469.03 ms
[2020-12-21 07:38:14 main:581] : INFO : Epoch 991 | loss: 0.031136 | val_loss: 0.031179 | Time: 1471.08 ms
[2020-12-21 07:38:15 main:581] : INFO : Epoch 992 | loss: 0.0311375 | val_loss: 0.0311793 | Time: 1474.18 ms
[2020-12-21 07:38:17 main:581] : INFO : Epoch 993 | loss: 0.0311375 | val_loss: 0.0311754 | Time: 1456.47 ms
[2020-12-21 07:38:18 main:581] : INFO : Epoch 994 | loss: 0.0311373 | val_loss: 0.031184 | Time: 1481.83 ms
[2020-12-21 07:38:20 main:581] : INFO : Epoch 995 | loss: 0.03114 | val_loss: 0.0311757 | Time: 1442.67 ms
[2020-12-21 07:38:21 main:581] : INFO : Epoch 996 | loss: 0.0311435 | val_loss: 0.0311793 | Time: 1451.43 ms
[2020-12-21 07:38:23 main:581] : INFO : Epoch 997 | loss: 0.0311408 | val_loss: 0.0311745 | Time: 1444.31 ms
[2020-12-21 07:38:24 main:581] : INFO : Epoch 998 | loss: 0.031141 | val_loss: 0.0311851 | Time: 1440.61 ms
[2020-12-21 07:38:26 main:581] : INFO : Epoch 999 | loss: 0.0311422 | val_loss: 0.0311797 | Time: 1455.17 ms
[2020-12-21 07:38:27 main:581] : INFO : Epoch 1000 | loss: 0.0311452 | val_loss: 0.0311927 | Time: 1444.24 ms
[2020-12-21 07:38:28 main:581] : INFO : Epoch 1001 | loss: 0.0311583 | val_loss: 0.0311787 | Time: 1459.46 ms
[2020-12-21 07:38:30 main:581] : INFO : Epoch 1002 | loss: 0.0311572 | val_loss: 0.0311872 | Time: 1443.22 ms
[2020-12-21 07:38:31 main:581] : INFO : Epoch 1003 | loss: 0.0311545 | val_loss: 0.0311763 | Time: 1433.81 ms
[2020-12-21 07:38:33 main:581] : INFO : Epoch 1004 | loss: 0.0311499 | val_loss: 0.0311833 | Time: 1449.36 ms
[2020-12-21 07:38:34 main:581] : INFO : Epoch 1005 | loss: 0.0311547 | val_loss: 0.0311844 | Time: 1463.38 ms
[2020-12-21 07:38:36 main:581] : INFO : Epoch 1006 | loss: 0.0311628 | val_loss: 0.0311843 | Time: 1439.46 ms
[2020-12-21 07:38:37 main:581] : INFO : Epoch 1007 | loss: 0.0311589 | val_loss: 0.0311812 | Time: 1446.95 ms
[2020-12-21 07:38:39 main:581] : INFO : Epoch 1008 | loss: 0.0311554 | val_loss: 0.031179 | Time: 1452.41 ms
[2020-12-21 07:38:40 main:581] : INFO : Epoch 1009 | loss: 0.031153 | val_loss: 0.0311778 | Time: 1453.03 ms
[2020-12-21 07:38:41 main:581] : INFO : Epoch 1010 | loss: 0.0311535 | val_loss: 0.0311793 | Time: 1443.63 ms
[2020-12-21 07:38:43 main:581] : INFO : Epoch 1011 | loss: 0.0311612 | val_loss: 0.0311857 | Time: 1429.4 ms
[2020-12-21 07:38:44 main:581] : INFO : Epoch 1012 | loss: 0.0311682 | val_loss: 0.0311833 | Time: 1457.62 ms
[2020-12-21 07:38:46 main:581] : INFO : Epoch 1013 | loss: 0.0311656 | val_loss: 0.0311826 | Time: 1451.69 ms
[2020-12-21 07:38:47 main:581] : INFO : Epoch 1014 | loss: 0.0311649 | val_loss: 0.0311782 | Time: 1452.66 ms
[2020-12-21 07:38:49 main:581] : INFO : Epoch 1015 | loss: 0.0311639 | val_loss: 0.0311758 | Time: 1437.25 ms
[2020-12-21 07:38:50 main:581] : INFO : Epoch 1016 | loss: 0.0311604 | val_loss: 0.0311769 | Time: 1430.81 ms
[2020-12-21 07:38:52 main:581] : INFO : Epoch 1017 | loss: 0.0311608 | val_loss: 0.03118 | Time: 1430.55 ms
[2020-12-21 07:38:53 main:581] : INFO : Epoch 1018 | loss: 0.0311667 | val_loss: 0.031185 | Time: 1422.14 ms
[2020-12-21 07:38:54 main:581] : INFO : Epoch 1019 | loss: 0.0311648 | val_loss: 0.0311763 | Time: 1450.01 ms
[2020-12-21 07:38:56 main:581] : INFO : Epoch 1020 | loss: 0.0311606 | val_loss: 0.0311759 | Time: 1432.08 ms
[2020-12-21 07:38:57 main:581] : INFO : Epoch 1021 | loss: 0.0311606 | val_loss: 0.0311763 | Time: 1432.33 ms
[2020-12-21 07:38:59 main:581] : INFO : Epoch 1022 | loss: 0.0311586 | val_loss: 0.0311741 | Time: 1430.69 ms
[2020-12-21 07:39:00 main:581] : INFO : Epoch 1023 | loss: 0.0311567 | val_loss: 0.0311738 | Time: 1447.82 ms
[2020-12-21 07:39:02 main:581] : INFO : Epoch 1024 | loss: 0.0311569 | val_loss: 0.0311746 | Time: 1463.15 ms
[2020-12-21 07:39:02 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311746
[2020-12-21 07:39:02 main:610] : INFO : Saving end state to config to file
[2020-12-21 07:39:02 main:615] : INFO : Success, exiting..
07:39:02 (1275149): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)