Task 3724156
| Name | ParityMachine-1605152252-31091-10_1 |
| Workunit | 1826536 |
| Created | 19 Jan 2021, 16:01:21 UTC |
| Sent | 19 Jan 2021, 16:03:28 UTC |
| Report deadline | 26 Jan 2021, 16:03:28 UTC |
| Received | 20 Jan 2021, 1:40:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3098 |
| Run time | 29 min 50 sec |
| CPU time | 22 min 59 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,571.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0311532 | val_loss: 0.0311683 | Time: 1643.03 ms [2021-01-19 19:41:05 main:574] : INFO : Epoch 515 | loss: 0.0311531 | val_loss: 0.0311656 | Time: 1605.91 ms [2021-01-19 19:41:07 main:574] : INFO : Epoch 516 | loss: 0.0311524 | val_loss: 0.0311659 | Time: 1553.06 ms [2021-01-19 19:41:18 main:574] : INFO : Epoch 517 | loss: 0.0311524 | val_loss: 0.0311658 | Time: 11542.8 ms [2021-01-19 19:41:20 main:574] : INFO : Epoch 518 | loss: 0.0311522 | val_loss: 0.0311678 | Time: 1495.37 ms [2021-01-19 19:41:22 main:574] : INFO : Epoch 519 | loss: 0.031154 | val_loss: 0.0311664 | Time: 1553.66 ms [2021-01-19 19:41:23 main:574] : INFO : Epoch 520 | loss: 0.0311572 | val_loss: 0.0311686 | Time: 1544.61 ms [2021-01-19 19:41:25 main:574] : INFO : Epoch 521 | loss: 0.0311538 | val_loss: 0.031169 | Time: 1620.82 ms [2021-01-19 19:41:27 main:574] : INFO : Epoch 522 | loss: 0.0311543 | val_loss: 0.0311696 | Time: 1605.16 ms [2021-01-19 19:41:28 main:574] : INFO : Epoch 523 | loss: 0.0311562 | val_loss: 0.0311665 | Time: 1501.31 ms [2021-01-19 19:41:30 main:574] : INFO : Epoch 524 | loss: 0.0311555 | val_loss: 0.0311684 | Time: 1538.73 ms [2021-01-19 19:41:32 main:574] : INFO : Epoch 525 | loss: 0.0311556 | val_loss: 0.0311705 | Time: 1505.09 ms [2021-01-19 19:41:34 main:574] : INFO : Epoch 526 | loss: 0.0311551 | val_loss: 0.0311683 | Time: 1540.72 ms [2021-01-19 19:41:35 main:574] : INFO : Epoch 527 | loss: 0.031157 | val_loss: 0.0311689 | Time: 1606.19 ms [2021-01-19 19:41:37 main:574] : INFO : Epoch 528 | loss: 0.0311593 | val_loss: 0.031176 | Time: 1578.1 ms [2021-01-19 19:41:39 main:574] : INFO : Epoch 529 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 1528.54 ms [2021-01-19 19:41:40 main:574] : INFO : Epoch 530 | loss: 0.0311559 | val_loss: 0.0311683 | Time: 1465.04 ms [2021-01-19 19:41:42 main:574] : INFO : Epoch 531 | loss: 0.0311558 | val_loss: 0.0311679 | Time: 1490.14 ms [2021-01-19 19:41:44 main:574] : INFO : Epoch 532 | loss: 0.0311551 | val_loss: 0.0311675 | Time: 1541.79 ms [2021-01-19 19:41:45 main:574] : INFO : Epoch 533 | loss: 0.0311547 | val_loss: 0.0311687 | Time: 1515.71 ms [2021-01-19 19:41:47 main:574] : INFO : Epoch 534 | loss: 0.0311558 | val_loss: 0.0311664 | Time: 1624.3 ms [2021-01-19 19:41:49 main:574] : INFO : Epoch 535 | loss: 0.031157 | val_loss: 0.0311668 | Time: 1548.51 ms [2021-01-19 19:41:51 main:574] : INFO : Epoch 536 | loss: 0.0311567 | val_loss: 0.0311654 | Time: 1553.25 ms [2021-01-19 19:41:52 main:574] : INFO : Epoch 537 | loss: 0.0311541 | val_loss: 0.031169 | Time: 1444.12 ms [2021-01-19 19:41:54 main:574] : INFO : Epoch 538 | loss: 0.0311542 | val_loss: 0.0311674 | Time: 1541.93 ms [2021-01-19 19:41:55 main:574] : INFO : Epoch 539 | loss: 0.0311533 | val_loss: 0.0311689 | Time: 1577.07 ms [2021-01-19 19:41:57 main:574] : INFO : Epoch 540 | loss: 0.0311559 | val_loss: 0.0311679 | Time: 1659.08 ms [2021-01-19 19:41:59 main:574] : INFO : Epoch 541 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 1470.17 ms [2021-01-19 19:42:00 main:574] : INFO : Epoch 542 | loss: 0.0311534 | val_loss: 0.031165 | Time: 1488.7 ms [2021-01-19 19:42:02 main:574] : INFO : Epoch 543 | loss: 0.0311537 | val_loss: 0.0311646 | Time: 1431.27 ms [2021-01-19 19:42:04 main:574] : INFO : Epoch 544 | loss: 0.0311529 | val_loss: 0.0311644 | Time: 1517.99 ms [2021-01-19 19:42:05 main:574] : INFO : Epoch 545 | loss: 0.0311523 | val_loss: 0.0311662 | Time: 1525.46 ms [2021-01-19 19:42:07 main:574] : INFO : Epoch 546 | loss: 0.0311534 | val_loss: 0.0311642 | Time: 1568.52 ms [2021-01-19 19:42:19 main:574] : INFO : Epoch 547 | loss: 0.031151 | val_loss: 0.0311632 | Time: 11471.5 ms [2021-01-19 19:42:20 main:574] : INFO : Epoch 548 | loss: 0.031153 | val_loss: 0.0311653 | Time: 1470.53 ms [2021-01-19 19:42:22 main:574] : INFO : Epoch 549 | loss: 0.0311534 | val_loss: 0.0311692 | Time: 1511.77 ms [2021-01-19 19:42:24 main:574] : INFO : Epoch 550 | loss: 0.0311528 | val_loss: 0.0311647 | Time: 1574.48 ms [2021-01-19 19:42:25 main:574] : INFO : Epoch 551 | loss: 0.0311552 | val_loss: 0.0311697 | Time: 1546.7 ms [2021-01-19 19:42:27 main:574] : INFO : Epoch 552 | loss: 0.0311526 | val_loss: 0.0311652 | Time: 1493.82 ms [2021-01-19 19:42:28 main:574] : INFO : Epoch 553 | loss: 0.0311519 | val_loss: 0.0311646 | Time: 1453.06 ms [2021-01-19 19:42:30 main:574] : INFO : Epoch 554 | loss: 0.0311516 | val_loss: 0.0311673 | Time: 1501.17 ms [2021-01-19 19:42:32 main:574] : INFO : Epoch 555 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 1489.68 ms [2021-01-19 19:42:33 main:574] : INFO : Epoch 556 | loss: 0.0311524 | val_loss: 0.0311645 | Time: 1563.62 ms [2021-01-19 19:42:35 main:574] : INFO : Epoch 557 | loss: 0.0311513 | val_loss: 0.031165 | Time: 1432.3 ms [2021-01-19 19:42:37 main:574] : INFO : Epoch 558 | loss: 0.0311506 | val_loss: 0.0311652 | Time: 1633.74 ms [2021-01-19 19:42:38 main:574] : INFO : Epoch 559 | loss: 0.0311511 | val_loss: 0.0311647 | Time: 1434.51 ms [2021-01-19 19:42:40 main:574] : INFO : Epoch 560 | loss: 0.0311498 | val_loss: 0.0311651 | Time: 1491.03 ms [2021-01-19 19:42:41 main:574] : INFO : Epoch 561 | loss: 0.0311504 | val_loss: 0.0311653 | Time: 1572.29 ms [2021-01-19 19:42:43 main:574] : INFO : Epoch 562 | loss: 0.0311506 | val_loss: 0.0311648 | Time: 1568.87 ms [2021-01-19 19:42:45 main:574] : INFO : Epoch 563 | loss: 0.0311518 | val_loss: 0.031163 | Time: 1503.62 ms [2021-01-19 19:42:46 main:574] : INFO : Epoch 564 | loss: 0.0311512 | val_loss: 0.0311638 | Time: 1507.77 ms [2021-01-19 19:42:48 main:574] : INFO : Epoch 565 | loss: 0.0311537 | val_loss: 0.0311653 | Time: 1507.46 ms [2021-01-19 19:42:50 main:574] : INFO : Epoch 566 | loss: 0.0311534 | val_loss: 0.0311631 | Time: 1585.05 ms [2021-01-19 19:42:51 main:574] : INFO : Epoch 567 | loss: 0.0311527 | val_loss: 0.0311631 | Time: 1577.11 ms [2021-01-19 19:42:53 main:574] : INFO : Epoch 568 | loss: 0.0311533 | val_loss: 0.0311633 | Time: 1658.69 ms [2021-01-19 19:42:55 main:574] : INFO : Epoch 569 | loss: 0.0311524 | val_loss: 0.031165 | Time: 1491.25 ms [2021-01-19 19:42:57 main:574] : INFO : Epoch 570 | loss: 0.031153 | val_loss: 0.0311641 | Time: 1502.73 ms [2021-01-19 19:42:58 main:574] : INFO : Epoch 571 | loss: 0.0311522 | val_loss: 0.0311654 | Time: 1593 ms [2021-01-19 19:43:20 main:574] : INFO : Epoch 572 | loss: 0.0311532 | val_loss: 0.0311655 | Time: 1581.19 ms [2021-01-19 19:43:22 main:574] : INFO : Epoch 573 | loss: 0.0311519 | val_loss: 0.0311662 | Time: 1554.22 ms [2021-01-19 19:43:24 main:574] : INFO : Epoch 574 | loss: 0.0311527 | val_loss: 0.0311653 | Time: 1546.27 ms [2021-01-19 19:43:25 main:574] : INFO : Epoch 575 | loss: 0.0311516 | val_loss: 0.0311651 | Time: 1574.57 ms [2021-01-19 19:43:27 main:574] : INFO : Epoch 576 | loss: 0.0311525 | val_loss: 0.0311706 | Time: 1472.8 ms [2021-01-19 19:43:29 main:574] : INFO : Epoch 577 | loss: 0.0311541 | val_loss: 0.0311655 | Time: 1502.05 ms [2021-01-19 19:43:40 main:574] : INFO : Epoch 578 | loss: 0.0311529 | val_loss: 0.0311663 | Time: 1498.76 ms [2021-01-19 19:43:42 main:574] : INFO : Epoch 579 | loss: 0.0311513 | val_loss: 0.0311632 | Time: 1513.57 ms [2021-01-19 19:43:43 main:574] : INFO : Epoch 580 | loss: 0.0311503 | val_loss: 0.0311635 | Time: 1545.88 ms [2021-01-19 19:43:45 main:574] : INFO : Epoch 581 | loss: 0.0311515 | val_loss: 0.0311634 | Time: 1503.89 ms [2021-01-19 19:43:47 main:574] : INFO : Epoch 582 | loss: 0.0311522 | val_loss: 0.0311651 | Time: 1527.2 ms [2021-01-19 19:43:48 main:574] : INFO : Epoch 583 | loss: 0.0311514 | val_loss: 0.0311626 | Time: 1512.68 ms [2021-01-19 19:43:50 main:574] : INFO : Epoch 584 | loss: 0.0311513 | val_loss: 0.0311636 | Time: 1560.52 ms [2021-01-19 19:43:52 main:574] : INFO : Epoch 585 | loss: 0.0311523 | val_loss: 0.0311642 | Time: 1568.42 ms [2021-01-19 19:43:53 main:574] : INFO : Epoch 586 | loss: 0.0311533 | val_loss: 0.0311644 | Time: 1599.54 ms [2021-01-19 19:43:55 main:574] : INFO : Epoch 587 | loss: 0.0311527 | val_loss: 0.0311633 | Time: 1499.21 ms [2021-01-19 19:43:57 main:574] : INFO : Epoch 588 | loss: 0.0311548 | val_loss: 0.0311627 | Time: 1534.37 ms [2021-01-19 19:43:59 main:574] : INFO : Epoch 589 | loss: 0.0311528 | val_loss: 0.0311674 | Time: 1479.2 ms [2021-01-19 19:44:00 main:574] : INFO : Epoch 590 | loss: 0.0311533 | val_loss: 0.0311648 | Time: 1558.1 ms [2021-01-19 19:44:02 main:574] : INFO : Epoch 591 | loss: 0.0311517 | val_loss: 0.0311623 | Time: 1568.14 ms [2021-01-19 19:44:04 main:574] : INFO : Epoch 592 | loss: 0.0311523 | val_loss: 0.0311631 | Time: 1531.05 ms [2021-01-19 19:44:05 main:574] : INFO : Epoch 593 | loss: 0.0311528 | val_loss: 0.0311691 | Time: 1461.63 ms [2021-01-19 19:44:07 main:574] : INFO : Epoch 594 | loss: 0.0311542 | val_loss: 0.0311635 | Time: 1434.28 ms [2021-01-19 19:44:08 main:574] : INFO : Epoch 595 | loss: 0.03115 | val_loss: 0.0311669 | Time: 1501.8 ms [2021-01-19 19:44:10 main:574] : INFO : Epoch 596 | loss: 0.0311516 | val_loss: 0.0311636 | Time: 1570.36 ms [2021-01-19 19:44:12 main:574] : INFO : Epoch 597 | loss: 0.0311503 | val_loss: 0.0311648 | Time: 1591.17 ms [2021-01-19 19:44:14 main:574] : INFO : Epoch 598 | loss: 0.0311525 | val_loss: 0.031163 | Time: 1977.02 ms [2021-01-19 19:44:16 main:574] : INFO : Epoch 599 | loss: 0.0311514 | val_loss: 0.0311635 | Time: 1622.06 ms [2021-01-19 19:44:17 main:574] : INFO : Epoch 600 | loss: 0.0311516 | val_loss: 0.0311651 | Time: 1672.51 ms [2021-01-19 19:44:29 main:574] : INFO : Epoch 601 | loss: 0.0311509 | val_loss: 0.0311647 | Time: 11565.3 ms [2021-01-19 19:44:31 main:574] : INFO : Epoch 602 | loss: 0.0311506 | val_loss: 0.0311693 | Time: 1651.9 ms [2021-01-19 19:44:34 main:574] : INFO : Epoch 603 | loss: 0.0311508 | val_loss: 0.0311642 | Time: 2329.77 ms [2021-01-19 19:44:35 main:574] : INFO : Epoch 604 | loss: 0.0311516 | val_loss: 0.031165 | Time: 1639.74 ms [2021-01-19 19:44:37 main:574] : INFO : Epoch 605 | loss: 0.0311521 | val_loss: 0.0311631 | Time: 1762.19 ms [2021-01-19 19:44:39 main:574] : INFO : Epoch 606 | loss: 0.0311514 | val_loss: 0.0311671 | Time: 1569.29 ms [2021-01-19 19:44:42 main:574] : INFO : Epoch 607 | loss: 0.031152 | val_loss: 0.0311671 | Time: 2648.71 ms [2021-01-19 19:44:44 main:574] : INFO : Epoch 608 | loss: 0.0311507 | val_loss: 0.0311658 | Time: 1933.22 ms [2021-01-19 19:44:46 main:574] : INFO : Epoch 609 | loss: 0.0311501 | val_loss: 0.031172 | Time: 1885.49 ms [2021-01-19 19:44:48 main:574] : INFO : Epoch 610 | loss: 0.0311531 | val_loss: 0.0311672 | Time: 1742.21 ms [2021-01-19 19:44:50 main:574] : INFO : Epoch 611 | loss: 0.0311507 | val_loss: 0.0311708 | Time: 2074.68 ms [2021-01-19 19:44:52 main:574] : INFO : Epoch 612 | loss: 0.0311504 | val_loss: 0.0311654 | Time: 2100.3 ms [2021-01-19 19:44:54 main:574] : INFO : Epoch 613 | loss: 0.03115 | val_loss: 0.0311732 | Time: 1865.94 ms [2021-01-19 19:44:56 main:574] : INFO : Epoch 614 | loss: 0.0311524 | val_loss: 0.0311674 | Time: 1962.74 ms [2021-01-19 19:44:58 main:574] : INFO : Epoch 615 | loss: 0.0311538 | val_loss: 0.0311764 | Time: 1956.45 ms [2021-01-19 19:45:00 main:574] : INFO : Epoch 616 | loss: 0.0311533 | val_loss: 0.0311673 | Time: 1684.11 ms [2021-01-19 19:45:02 main:574] : INFO : Epoch 617 | loss: 0.0311504 | val_loss: 0.0311705 | Time: 1599.76 ms [2021-01-19 19:45:03 main:574] : INFO : Epoch 618 | loss: 0.0311505 | val_loss: 0.0311709 | Time: 1566.69 ms [2021-01-19 19:45:05 main:574] : INFO : Epoch 619 | loss: 0.0311511 | val_loss: 0.0311697 | Time: 1638.8 ms [2021-01-19 19:45:07 main:574] : INFO : Epoch 620 | loss: 0.0311518 | val_loss: 0.0311741 | Time: 1550.71 ms [2021-01-19 19:45:09 main:574] : INFO : Epoch 621 | loss: 0.0311541 | val_loss: 0.0311725 | Time: 1626.18 ms [2021-01-19 19:45:21 main:574] : INFO : Epoch 622 | loss: 0.0311543 | val_loss: 0.0311679 | Time: 12106.7 ms [2021-01-19 19:45:23 main:574] : INFO : Epoch 623 | loss: 0.0311514 | val_loss: 0.0311704 | Time: 1673.38 ms [2021-01-19 19:45:24 main:574] : INFO : Epoch 624 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 1655.54 ms [2021-01-19 19:45:26 main:574] : INFO : Epoch 625 | loss: 0.0311526 | val_loss: 0.031168 | Time: 1632.46 ms [2021-01-19 19:45:28 main:574] : INFO : Epoch 626 | loss: 0.0311508 | val_loss: 0.0311649 | Time: 1551.38 ms [2021-01-19 19:45:30 main:574] : INFO : Epoch 627 | loss: 0.03115 | val_loss: 0.0311693 | Time: 1585.95 ms [2021-01-19 19:45:31 main:574] : INFO : Epoch 628 | loss: 0.0311518 | val_loss: 0.0311655 | Time: 1592.63 ms [2021-01-19 19:45:33 main:574] : INFO : Epoch 629 | loss: 0.0311518 | val_loss: 0.0311663 | Time: 1488.87 ms [2021-01-19 19:45:35 main:574] : INFO : Epoch 630 | loss: 0.0311516 | val_loss: 0.0311643 | Time: 1574.24 ms [2021-01-19 19:45:37 main:574] : INFO : Epoch 631 | loss: 0.0311542 | val_loss: 0.0311644 | Time: 1847.43 ms [2021-01-19 19:45:39 main:574] : INFO : Epoch 632 | loss: 0.0311561 | val_loss: 0.0311631 | Time: 2176.37 ms [2021-01-19 19:45:41 main:574] : INFO : Epoch 633 | loss: 0.0311548 | val_loss: 0.0311661 | Time: 1593.91 ms [2021-01-19 19:45:42 main:574] : INFO : Epoch 634 | loss: 0.0311549 | val_loss: 0.0311632 | Time: 1544.21 ms [2021-01-19 19:45:44 main:574] : INFO : Epoch 635 | loss: 0.0311556 | val_loss: 0.0311648 | Time: 1558.53 ms [2021-01-19 19:45:46 main:574] : INFO : Epoch 636 | loss: 0.0311555 | val_loss: 0.0311651 | Time: 1501.6 ms [2021-01-19 19:45:47 main:574] : INFO : Epoch 637 | loss: 0.0311546 | val_loss: 0.0311615 | Time: 1565.68 ms [2021-01-19 19:45:49 main:574] : INFO : Epoch 638 | loss: 0.0311535 | val_loss: 0.0311605 | Time: 1485.14 ms [2021-01-19 19:46:01 main:574] : INFO : Epoch 639 | loss: 0.0311537 | val_loss: 0.0311623 | Time: 12008.9 ms [2021-01-19 19:46:03 main:574] : INFO : Epoch 640 | loss: 0.0311557 | val_loss: 0.0311625 | Time: 1802.6 ms [2021-01-19 19:46:05 main:574] : INFO : Epoch 641 | loss: 0.0311545 | val_loss: 0.0311648 | Time: 1825.87 ms [2021-01-19 19:46:07 main:574] : INFO : Epoch 642 | loss: 0.031155 | val_loss: 0.0311653 | Time: 1616.65 ms [2021-01-19 19:46:08 main:574] : INFO : Epoch 643 | loss: 0.0311529 | val_loss: 0.0311615 | Time: 1661.41 ms [2021-01-19 19:46:10 main:574] : INFO : Epoch 644 | loss: 0.0311538 | val_loss: 0.031167 | Time: 1567.34 ms [2021-01-19 19:46:12 main:574] : INFO : Epoch 645 | loss: 0.0311562 | val_loss: 0.0311704 | Time: 1519.47 ms [2021-01-19 19:46:13 main:574] : INFO : Epoch 646 | loss: 0.0311549 | val_loss: 0.031164 | Time: 1517.67 ms [2021-01-19 19:46:15 main:574] : INFO : Epoch 647 | loss: 0.0311521 | val_loss: 0.0311617 | Time: 1539.75 ms [2021-01-19 19:46:17 main:574] : INFO : Epoch 648 | loss: 0.0311522 | val_loss: 0.0311733 | Time: 1571.71 ms [2021-01-19 19:46:19 main:574] : INFO : Epoch 649 | loss: 0.0311574 | val_loss: 0.0311645 | Time: 1756.2 ms [2021-01-19 19:46:21 main:574] : INFO : Epoch 650 | loss: 0.0311535 | val_loss: 0.0311624 | Time: 1847.54 ms [2021-01-19 19:46:22 main:574] : INFO : Epoch 651 | loss: 0.0311532 | val_loss: 0.0311641 | Time: 1695.21 ms [2021-01-19 19:46:24 main:574] : INFO : Epoch 652 | loss: 0.0311543 | val_loss: 0.0311709 | Time: 1681.86 ms [2021-01-19 19:46:26 main:574] : INFO : Epoch 653 | loss: 0.0311542 | val_loss: 0.0311647 | Time: 1574.74 ms [2021-01-19 19:46:28 main:574] : INFO : Epoch 654 | loss: 0.031153 | val_loss: 0.0311632 | Time: 1533.3 ms [2021-01-19 19:46:29 main:574] : INFO : Epoch 655 | loss: 0.0311517 | val_loss: 0.0311642 | Time: 1653.97 ms [2021-01-19 19:46:41 main:574] : INFO : Epoch 656 | loss: 0.0311506 | val_loss: 0.0311646 | Time: 11722.7 ms [2021-01-19 19:46:43 main:574] : INFO : Epoch 657 | loss: 0.0311508 | val_loss: 0.0311636 | Time: 1829.55 ms [2021-01-19 19:46:45 main:574] : INFO : Epoch 658 | loss: 0.0311519 | val_loss: 0.0311652 | Time: 2029.19 ms [2021-01-19 19:46:47 main:574] : INFO : Epoch 659 | loss: 0.0311556 | val_loss: 0.0311659 | Time: 1584.34 ms [2021-01-19 19:46:48 main:574] : INFO : Epoch 660 | loss: 0.0311528 | val_loss: 0.0311652 | Time: 1579.16 ms [2021-01-19 19:46:50 main:574] : INFO : Epoch 661 | loss: 0.0311544 | val_loss: 0.0311653 | Time: 1648.15 ms [2021-01-19 19:46:52 main:574] : INFO : Epoch 662 | loss: 0.0311538 | val_loss: 0.0311679 | Time: 1596.77 ms [2021-01-19 19:46:55 main:574] : INFO : Epoch 663 | loss: 0.0311559 | val_loss: 0.0311688 | Time: 2403.29 ms [2021-01-19 19:46:56 main:574] : INFO : Epoch 664 | loss: 0.0311546 | val_loss: 0.0311645 | Time: 1589.3 ms [2021-01-19 19:46:58 main:574] : INFO : Epoch 665 | loss: 0.0311537 | val_loss: 0.0311646 | Time: 1725.65 ms [2021-01-19 19:47:01 main:574] : INFO : Epoch 666 | loss: 0.0311534 | val_loss: 0.031167 | Time: 2271.8 ms [2021-01-19 19:47:03 main:574] : INFO : Epoch 667 | loss: 0.0311553 | val_loss: 0.0311717 | Time: 1695.23 ms [2021-01-19 19:47:04 main:574] : INFO : Epoch 668 | loss: 0.0311535 | val_loss: 0.031164 | Time: 1654.76 ms [2021-01-19 19:47:06 main:574] : INFO : Epoch 669 | loss: 0.0311537 | val_loss: 0.0311649 | Time: 1674.03 ms [2021-01-19 19:47:09 main:574] : INFO : Epoch 670 | loss: 0.0311558 | val_loss: 0.0311676 | Time: 2286.31 ms [2021-01-19 19:47:11 main:574] : INFO : Epoch 671 | loss: 0.0311547 | val_loss: 0.0311661 | Time: 1586.72 ms [2021-01-19 19:47:12 main:574] : INFO : Epoch 672 | loss: 0.0311527 | val_loss: 0.0311647 | Time: 1539.84 ms [2021-01-19 19:47:14 main:574] : INFO : Epoch 673 | loss: 0.0311517 | val_loss: 0.0311642 | Time: 1643.53 ms [2021-01-19 19:47:16 main:574] : INFO : Epoch 674 | loss: 0.0311552 | val_loss: 0.0311731 | Time: 1607.7 ms [2021-01-19 19:47:18 main:574] : INFO : Epoch 675 | loss: 0.0311577 | val_loss: 0.031165 | Time: 2056.86 ms [2021-01-19 19:47:21 main:574] : INFO : Epoch 676 | loss: 0.0311545 | val_loss: 0.031163 | Time: 1823 ms [2021-01-19 19:47:23 main:574] : INFO : Epoch 677 | loss: 0.0311531 | val_loss: 0.0311644 | Time: 1703.37 ms [2021-01-19 19:47:25 main:574] : INFO : Epoch 678 | loss: 0.0311536 | val_loss: 0.0311655 | Time: 1818.68 ms [2021-01-19 19:47:26 main:574] : INFO : Epoch 679 | loss: 0.0311537 | val_loss: 0.0311643 | Time: 1642.05 ms [2021-01-19 19:47:29 main:574] : INFO : Epoch 680 | loss: 0.0311531 | val_loss: 0.0311687 | Time: 2398.14 ms [2021-01-19 19:47:31 main:574] : INFO : Epoch 681 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 1855.96 ms [2021-01-19 19:47:33 main:574] : INFO : Epoch 682 | loss: 0.0311559 | val_loss: 0.0311633 | Time: 2240.94 ms [2021-01-19 19:47:35 main:574] : INFO : Epoch 683 | loss: 0.0311548 | val_loss: 0.0311689 | Time: 1743.11 ms [2021-01-19 19:47:37 main:574] : INFO : Epoch 684 | loss: 0.0311538 | val_loss: 0.0311639 | Time: 1602.95 ms [2021-01-19 19:47:38 main:574] : INFO : Epoch 685 | loss: 0.0311545 | val_loss: 0.0311632 | Time: 1521.55 ms [2021-01-19 19:47:40 main:574] : INFO : Epoch 686 | loss: 0.0311554 | val_loss: 0.0311647 | Time: 1591.28 ms [2021-01-19 19:47:42 main:574] : INFO : Epoch 687 | loss: 0.0311554 | val_loss: 0.0311643 | Time: 1565.19 ms [2021-01-19 19:47:44 main:574] : INFO : Epoch 688 | loss: 0.0311538 | val_loss: 0.0311636 | Time: 1573.78 ms [2021-01-19 19:47:45 main:574] : INFO : Epoch 689 | loss: 0.0311543 | val_loss: 0.0311632 | Time: 1546.5 ms [2021-01-19 19:47:47 main:574] : INFO : Epoch 690 | loss: 0.0311537 | val_loss: 0.0311653 | Time: 1530.7 ms [2021-01-19 19:47:49 main:574] : INFO : Epoch 691 | loss: 0.0311534 | val_loss: 0.0311623 | Time: 1631.9 ms [2021-01-19 19:47:51 main:574] : INFO : Epoch 692 | loss: 0.0311518 | val_loss: 0.0311631 | Time: 1840.58 ms [2021-01-19 19:47:53 main:574] : INFO : Epoch 693 | loss: 0.0311531 | val_loss: 0.0311639 | Time: 2041.05 ms [2021-01-19 19:47:55 main:574] : INFO : Epoch 694 | loss: 0.0311533 | val_loss: 0.0311724 | Time: 1670.78 ms [2021-01-19 19:47:57 main:574] : INFO : Epoch 695 | loss: 0.0311531 | val_loss: 0.0311661 | Time: 1611.71 ms [2021-01-19 19:47:59 main:574] : INFO : Epoch 696 | loss: 0.0311529 | val_loss: 0.0311659 | Time: 1562.1 ms [2021-01-19 19:48:00 main:574] : INFO : Epoch 697 | loss: 0.0311539 | val_loss: 0.0311619 | Time: 1536.77 ms [2021-01-19 19:48:02 main:574] : INFO : Epoch 698 | loss: 0.0311529 | val_loss: 0.0311626 | Time: 1650.1 ms [2021-01-19 19:48:04 main:574] : INFO : Epoch 699 | loss: 0.0311524 | val_loss: 0.0311635 | Time: 1950.14 ms [2021-01-19 19:48:06 main:574] : INFO : Epoch 700 | loss: 0.0311534 | val_loss: 0.0311627 | Time: 1657.14 ms [2021-01-19 19:48:08 main:574] : INFO : Epoch 701 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 1648.12 ms [2021-01-19 19:48:10 main:574] : INFO : Epoch 702 | loss: 0.0311531 | val_loss: 0.0311806 | Time: 1560.6 ms [2021-01-19 19:48:12 main:574] : INFO : Epoch 703 | loss: 0.0311574 | val_loss: 0.0311631 | Time: 1543.25 ms [2021-01-19 19:48:13 main:574] : INFO : Epoch 704 | loss: 0.0311512 | val_loss: 0.0311633 | Time: 1661.89 ms [2021-01-19 19:48:15 main:574] : INFO : Epoch 705 | loss: 0.0311525 | val_loss: 0.0311635 | Time: 1533.96 ms [2021-01-19 19:48:17 main:574] : INFO : Epoch 706 | loss: 0.0311529 | val_loss: 0.0311657 | Time: 1525.8 ms [2021-01-19 19:48:18 main:574] : INFO : Epoch 707 | loss: 0.0311551 | val_loss: 0.0311775 | Time: 1513.34 ms [2021-01-19 19:48:20 main:574] : INFO : Epoch 708 | loss: 0.031158 | val_loss: 0.0311691 | Time: 1601.12 ms [2021-01-19 19:48:22 main:574] : INFO : Epoch 709 | loss: 0.0311542 | val_loss: 0.0311622 | Time: 1599.15 ms [2021-01-19 19:48:23 main:574] : INFO : Epoch 710 | loss: 0.031151 | val_loss: 0.0311644 | Time: 1628.92 ms [2021-01-19 19:48:25 main:574] : INFO : Epoch 711 | loss: 0.0311498 | val_loss: 0.0311613 | Time: 1575.83 ms [2021-01-19 19:48:27 main:574] : INFO : Epoch 712 | loss: 0.0311499 | val_loss: 0.0311636 | Time: 1583.74 ms [2021-01-19 19:48:29 main:574] : INFO : Epoch 713 | loss: 0.0311512 | val_loss: 0.0311649 | Time: 1544.15 ms [2021-01-19 19:48:30 main:574] : INFO : Epoch 714 | loss: 0.0311517 | val_loss: 0.0311612 | Time: 1541.45 ms [2021-01-19 19:48:43 main:574] : INFO : Epoch 715 | loss: 0.0311513 | val_loss: 0.0311685 | Time: 12215.9 ms [2021-01-19 19:48:45 main:574] : INFO : Epoch 716 | loss: 0.0311515 | val_loss: 0.0311623 | Time: 1625.18 ms [2021-01-19 19:48:47 main:574] : INFO : Epoch 717 | loss: 0.0311533 | val_loss: 0.0311613 | Time: 2440.01 ms [2021-01-19 19:48:49 main:574] : INFO : Epoch 718 | loss: 0.0311542 | val_loss: 0.0311633 | Time: 1754.75 ms [2021-01-19 19:48:51 main:574] : INFO : Epoch 719 | loss: 0.0311528 | val_loss: 0.0311633 | Time: 1684.79 ms [2021-01-19 19:48:53 main:574] : INFO : Epoch 720 | loss: 0.0311509 | val_loss: 0.0311669 | Time: 1786.38 ms [2021-01-19 19:48:55 main:574] : INFO : Epoch 721 | loss: 0.0311525 | val_loss: 0.0311657 | Time: 1569.63 ms [2021-01-19 19:48:57 main:574] : INFO : Epoch 722 | loss: 0.0311528 | val_loss: 0.031162 | Time: 1470.39 ms [2021-01-19 19:48:58 main:574] : INFO : Epoch 723 | loss: 0.0311517 | val_loss: 0.0311661 | Time: 1531.22 ms [2021-01-19 19:49:00 main:574] : INFO : Epoch 724 | loss: 0.0311533 | val_loss: 0.0311697 | Time: 1570.11 ms [2021-01-19 19:49:02 main:574] : INFO : Epoch 725 | loss: 0.0311535 | val_loss: 0.0311666 | Time: 1605.86 ms [2021-01-19 19:49:03 main:574] : INFO : Epoch 726 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 1527.1 ms [2021-01-19 19:49:05 main:574] : INFO : Epoch 727 | loss: 0.0311507 | val_loss: 0.0311624 | Time: 1456.03 ms [2021-01-19 19:49:07 main:574] : INFO : Epoch 728 | loss: 0.031155 | val_loss: 0.0311639 | Time: 1489.35 ms [2021-01-19 19:49:08 main:574] : INFO : Epoch 729 | loss: 0.0311556 | val_loss: 0.0311653 | Time: 1533.71 ms [2021-01-19 19:49:10 main:574] : INFO : Epoch 730 | loss: 0.0311518 | val_loss: 0.0311627 | Time: 1566.84 ms [2021-01-19 19:49:22 main:574] : INFO : Epoch 731 | loss: 0.0311518 | val_loss: 0.0311627 | Time: 11673 ms [2021-01-19 19:49:23 main:574] : INFO : Epoch 732 | loss: 0.0311496 | val_loss: 0.0311652 | Time: 1592.28 ms [2021-01-19 19:49:25 main:574] : INFO : Epoch 733 | loss: 0.0311503 | val_loss: 0.0311669 | Time: 1517.27 ms [2021-01-19 19:49:27 main:574] : INFO : Epoch 734 | loss: 0.0311497 | val_loss: 0.0311622 | Time: 1522.71 ms [2021-01-19 19:49:28 main:574] : INFO : Epoch 735 | loss: 0.0311493 | val_loss: 0.0311623 | Time: 1544.14 ms [2021-01-19 19:49:30 main:574] : INFO : Epoch 736 | loss: 0.0311491 | val_loss: 0.0311626 | Time: 1633.59 ms [2021-01-19 19:49:32 main:574] : INFO : Epoch 737 | loss: 0.0311503 | val_loss: 0.0311647 | Time: 1586.22 ms [2021-01-19 19:49:34 main:574] : INFO : Epoch 738 | loss: 0.0311503 | val_loss: 0.0311632 | Time: 1603.24 ms [2021-01-19 19:49:35 main:574] : INFO : Epoch 739 | loss: 0.0311532 | val_loss: 0.0311615 | Time: 1482.39 ms [2021-01-19 19:49:37 main:574] : INFO : Epoch 740 | loss: 0.0311533 | val_loss: 0.031162 | Time: 1481.67 ms [2021-01-19 19:49:39 main:574] : INFO : Epoch 741 | loss: 0.0311519 | val_loss: 0.0311621 | Time: 1485.18 ms [2021-01-19 19:49:40 main:574] : INFO : Epoch 742 | loss: 0.0311559 | val_loss: 0.0311715 | Time: 1503.93 ms [2021-01-19 19:49:42 main:574] : INFO : Epoch 743 | loss: 0.0311576 | val_loss: 0.0311628 | Time: 1573.19 ms [2021-01-19 19:49:43 main:574] : INFO : Epoch 744 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 1520.36 ms [2021-01-19 19:49:45 main:574] : INFO : Epoch 745 | loss: 0.0311546 | val_loss: 0.0311615 | Time: 1471.59 ms [2021-01-19 19:49:47 main:574] : INFO : Epoch 746 | loss: 0.0311515 | val_loss: 0.0311631 | Time: 1442.85 ms [2021-01-19 19:49:49 main:574] : INFO : Epoch 747 | loss: 0.0311507 | val_loss: 0.0311625 | Time: 1498.3 ms [2021-01-19 19:49:50 main:574] : INFO : Epoch 748 | loss: 0.0311509 | val_loss: 0.0311619 | Time: 1737.66 ms [2021-01-19 19:49:52 main:574] : INFO : Epoch 749 | loss: 0.0311512 | val_loss: 0.0311619 | Time: 1575.74 ms [2021-01-19 19:49:54 main:574] : INFO : Epoch 750 | loss: 0.0311557 | val_loss: 0.0311617 | Time: 1493.67 ms [2021-01-19 19:49:55 main:574] : INFO : Epoch 751 | loss: 0.0311517 | val_loss: 0.0311618 | Time: 1533.32 ms [2021-01-19 19:49:57 main:574] : INFO : Epoch 752 | loss: 0.0311516 | val_loss: 0.0311625 | Time: 1534.44 ms [2021-01-19 19:49:59 main:574] : INFO : Epoch 753 | loss: 0.0311518 | val_loss: 0.031163 | Time: 1535.99 ms [2021-01-19 19:50:01 main:574] : INFO : Epoch 754 | loss: 0.0311536 | val_loss: 0.0311737 | Time: 1547.8 ms [2021-01-19 19:50:02 main:574] : INFO : Epoch 755 | loss: 0.0311532 | val_loss: 0.0311602 | Time: 1548.87 ms [2021-01-19 19:50:04 main:574] : INFO : Epoch 756 | loss: 0.031153 | val_loss: 0.0311644 | Time: 1514.77 ms [2021-01-19 19:50:06 main:574] : INFO : Epoch 757 | loss: 0.0311521 | val_loss: 0.0311659 | Time: 1567.63 ms [2021-01-19 19:50:07 main:574] : INFO : Epoch 758 | loss: 0.0311502 | val_loss: 0.0311603 | Time: 1507.11 ms [2021-01-19 19:50:09 main:574] : INFO : Epoch 759 | loss: 0.0311511 | val_loss: 0.0311612 | Time: 1556.16 ms [2021-01-19 19:50:11 main:574] : INFO : Epoch 760 | loss: 0.0311507 | val_loss: 0.0311646 | Time: 1569.49 ms [2021-01-19 19:50:12 main:574] : INFO : Epoch 761 | loss: 0.0311518 | val_loss: 0.0311619 | Time: 1600.36 ms [2021-01-19 19:50:14 main:574] : INFO : Epoch 762 | loss: 0.0311561 | val_loss: 0.0311709 | Time: 1572.41 ms [2021-01-19 19:50:16 main:574] : INFO : Epoch 763 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 1538.69 ms [2021-01-19 19:50:18 main:574] : INFO : Epoch 764 | loss: 0.0311549 | val_loss: 0.0311679 | Time: 1452.69 ms [2021-01-19 19:50:19 main:574] : INFO : Epoch 765 | loss: 0.0311525 | val_loss: 0.0311655 | Time: 1456.2 ms [2021-01-19 19:50:21 main:574] : INFO : Epoch 766 | loss: 0.0311523 | val_loss: 0.0311663 | Time: 1596.15 ms [2021-01-19 19:50:23 main:574] : INFO : Epoch 767 | loss: 0.0311524 | val_loss: 0.031164 | Time: 1622.84 ms [2021-01-19 19:50:24 main:574] : INFO : Epoch 768 | loss: 0.0311537 | val_loss: 0.0311613 | Time: 1541.71 ms [2021-01-19 19:50:26 main:574] : INFO : Epoch 769 | loss: 0.031154 | val_loss: 0.0311618 | Time: 1637.75 ms [2021-01-19 19:50:28 main:574] : INFO : Epoch 770 | loss: 0.0311517 | val_loss: 0.0311613 | Time: 1487.67 ms [2021-01-19 19:50:29 main:574] : INFO : Epoch 771 | loss: 0.0311522 | val_loss: 0.0311628 | Time: 1481.77 ms [2021-01-19 19:50:31 main:574] : INFO : Epoch 772 | loss: 0.0311523 | val_loss: 0.0311621 | Time: 1547.1 ms [2021-01-19 19:50:43 main:574] : INFO : Epoch 773 | loss: 0.0311574 | val_loss: 0.0311692 | Time: 11793.3 ms [2021-01-19 19:50:45 main:574] : INFO : Epoch 774 | loss: 0.0311538 | val_loss: 0.0311634 | Time: 1820.07 ms [2021-01-19 19:50:47 main:574] : INFO : Epoch 775 | loss: 0.0311521 | val_loss: 0.0311623 | Time: 1825 ms [2021-01-19 19:50:49 main:574] : INFO : Epoch 776 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 1748.89 ms [2021-01-19 19:50:51 main:574] : INFO : Epoch 777 | loss: 0.0311506 | val_loss: 0.031163 | Time: 1787.65 ms [2021-01-19 19:50:53 main:574] : INFO : Epoch 778 | loss: 0.0311507 | val_loss: 0.0311655 | Time: 1648.77 ms [2021-01-19 19:50:55 main:574] : INFO : Epoch 779 | loss: 0.0311518 | val_loss: 0.0311656 | Time: 1575.08 ms [2021-01-19 19:50:56 main:574] : INFO : Epoch 780 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 1552.03 ms [2021-01-19 19:50:58 main:574] : INFO : Epoch 781 | loss: 0.0311506 | val_loss: 0.0311635 | Time: 1546.39 ms [2021-01-19 19:51:00 main:574] : INFO : Epoch 782 | loss: 0.0311516 | val_loss: 0.031162 | Time: 1519.55 ms [2021-01-19 19:51:02 main:574] : INFO : Epoch 783 | loss: 0.03115 | val_loss: 0.0311669 | Time: 1554.16 ms [2021-01-19 19:51:03 main:574] : INFO : Epoch 784 | loss: 0.0311515 | val_loss: 0.0311631 | Time: 1532.05 ms [2021-01-19 19:51:05 main:574] : INFO : Epoch 785 | loss: 0.0311506 | val_loss: 0.0311601 | Time: 1541.62 ms [2021-01-19 19:51:07 main:574] : INFO : Epoch 786 | loss: 0.0311507 | val_loss: 0.0311613 | Time: 1622.46 ms [2021-01-19 19:51:08 main:574] : INFO : Epoch 787 | loss: 0.0311512 | val_loss: 0.0311628 | Time: 1511.32 ms [2021-01-19 19:51:10 main:574] : INFO : Epoch 788 | loss: 0.0311492 | val_loss: 0.0311622 | Time: 1478.42 ms [2021-01-19 19:51:12 main:574] : INFO : Epoch 789 | loss: 0.0311501 | val_loss: 0.0311617 | Time: 1517.46 ms [2021-01-19 19:51:13 main:574] : INFO : Epoch 790 | loss: 0.0311505 | val_loss: 0.031163 | Time: 1551.47 ms [2021-01-19 19:51:15 main:574] : INFO : Epoch 791 | loss: 0.0311491 | val_loss: 0.0311615 | Time: 1549.95 ms [2021-01-19 19:51:17 main:574] : INFO : Epoch 792 | loss: 0.0311498 | val_loss: 0.0311624 | Time: 1632.69 ms [2021-01-19 19:51:19 main:574] : INFO : Epoch 793 | loss: 0.0311498 | val_loss: 0.0311632 | Time: 1516.59 ms [2021-01-19 19:51:20 main:574] : INFO : Epoch 794 | loss: 0.0311512 | val_loss: 0.0311632 | Time: 1489.57 ms [2021-01-19 19:51:22 main:574] : INFO : Epoch 795 | loss: 0.0311526 | val_loss: 0.0311673 | Time: 1498.1 ms [2021-01-19 19:51:24 main:574] : INFO : Epoch 796 | loss: 0.0311518 | val_loss: 0.0311606 | Time: 1499.65 ms [2021-01-19 19:51:25 main:574] : INFO : Epoch 797 | loss: 0.0311499 | val_loss: 0.0311615 | Time: 1537.58 ms [2021-01-19 19:51:27 main:574] : INFO : Epoch 798 | loss: 0.0311497 | val_loss: 0.0311631 | Time: 1623.09 ms [2021-01-19 19:51:29 main:574] : INFO : Epoch 799 | loss: 0.0311491 | val_loss: 0.0311601 | Time: 1600.86 ms [2021-01-19 19:51:31 main:574] : INFO : Epoch 800 | loss: 0.0311489 | val_loss: 0.0311606 | Time: 1574.52 ms [2021-01-19 19:51:32 main:574] : INFO : Epoch 801 | loss: 0.0311497 | val_loss: 0.0311591 | Time: 1545.09 ms [2021-01-19 19:51:44 main:574] : INFO : Epoch 802 | loss: 0.0311518 | val_loss: 0.0311657 | Time: 11783.9 ms [2021-01-19 19:51:46 main:574] : INFO : Epoch 803 | loss: 0.0311672 | val_loss: 0.0311649 | Time: 1506.84 ms [2021-01-19 19:51:48 main:574] : INFO : Epoch 804 | loss: 0.031153 | val_loss: 0.0311647 | Time: 1631.46 ms [2021-01-19 19:51:49 main:574] : INFO : Epoch 805 | loss: 0.0311516 | val_loss: 0.0311614 | Time: 1636.2 ms [2021-01-19 19:51:51 main:574] : INFO : Epoch 806 | loss: 0.0311481 | val_loss: 0.0311611 | Time: 1624.12 ms [2021-01-19 19:51:53 main:574] : INFO : Epoch 807 | loss: 0.0311478 | val_loss: 0.0311617 | Time: 1540.11 ms [2021-01-19 19:51:54 main:574] : INFO : Epoch 808 | loss: 0.0311499 | val_loss: 0.0311617 | Time: 1512.92 ms [2021-01-19 19:51:56 main:574] : INFO : Epoch 809 | loss: 0.0311507 | val_loss: 0.0311615 | Time: 1457.21 ms [2021-01-19 19:51:58 main:574] : INFO : Epoch 810 | loss: 0.0311503 | val_loss: 0.0311632 | Time: 1520.67 ms [2021-01-19 19:51:59 main:574] : INFO : Epoch 811 | loss: 0.0311497 | val_loss: 0.031161 | Time: 1483.48 ms [2021-01-19 19:52:01 main:574] : INFO : Epoch 812 | loss: 0.0311491 | val_loss: 0.0311612 | Time: 1588.47 ms [2021-01-19 19:52:03 main:574] : INFO : Epoch 813 | loss: 0.0311492 | val_loss: 0.031159 | Time: 1606.47 ms [2021-01-19 19:52:15 main:574] : INFO : Epoch 814 | loss: 0.0311517 | val_loss: 0.0311696 | Time: 11874.4 ms [2021-01-19 19:52:17 main:574] : INFO : Epoch 815 | loss: 0.031154 | val_loss: 0.0311679 | Time: 1573.2 ms [2021-01-19 19:52:19 main:574] : INFO : Epoch 816 | loss: 0.0311528 | val_loss: 0.0311709 | Time: 1497.41 ms [2021-01-19 19:52:20 main:574] : INFO : Epoch 817 | loss: 0.0311534 | val_loss: 0.031161 | Time: 1529.11 ms [2021-01-19 19:52:22 main:574] : INFO : Epoch 818 | loss: 0.0311519 | val_loss: 0.0311609 | Time: 1880.62 ms [2021-01-19 19:52:24 main:574] : INFO : Epoch 819 | loss: 0.0311618 | val_loss: 0.0311825 | Time: 1577.59 ms [2021-01-19 19:52:26 main:574] : INFO : Epoch 820 | loss: 0.0311618 | val_loss: 0.0311596 | Time: 1553.72 ms [2021-01-19 19:52:28 main:574] : INFO : Epoch 821 | loss: 0.0311506 | val_loss: 0.0311593 | Time: 1683.83 ms [2021-01-19 19:52:29 main:574] : INFO : Epoch 822 | loss: 0.0311521 | val_loss: 0.0311599 | Time: 1559.97 ms [2021-01-19 19:52:31 main:574] : INFO : Epoch 823 | loss: 0.0311526 | val_loss: 0.0311636 | Time: 1638.25 ms [2021-01-19 19:52:33 main:574] : INFO : Epoch 824 | loss: 0.0311514 | val_loss: 0.0311615 | Time: 1726.04 ms [2021-01-19 19:52:35 main:574] : INFO : Epoch 825 | loss: 0.0311498 | val_loss: 0.0311594 | Time: 1509.5 ms [2021-01-19 19:52:36 main:574] : INFO : Epoch 826 | loss: 0.0311494 | val_loss: 0.0311597 | Time: 1512.92 ms [2021-01-19 19:52:38 main:574] : INFO : Epoch 827 | loss: 0.0311494 | val_loss: 0.0311629 | Time: 1539.18 ms [2021-01-19 19:52:40 main:574] : INFO : Epoch 828 | loss: 0.0311504 | val_loss: 0.0311597 | Time: 1545.93 ms [2021-01-19 19:52:41 main:574] : INFO : Epoch 829 | loss: 0.0311514 | val_loss: 0.0311599 | Time: 1601.15 ms [2021-01-19 19:52:43 main:574] : INFO : Epoch 830 | loss: 0.0311497 | val_loss: 0.031162 | Time: 1592.91 ms [2021-01-19 19:52:45 main:574] : INFO : Epoch 831 | loss: 0.031149 | val_loss: 0.0311622 | Time: 1594.72 ms [2021-01-19 19:52:46 main:574] : INFO : Epoch 832 | loss: 0.0311506 | val_loss: 0.0311601 | Time: 1479.92 ms [2021-01-19 19:52:48 main:574] : INFO : Epoch 833 | loss: 0.0311484 | val_loss: 0.0311608 | Time: 1499.59 ms [2021-01-19 19:52:50 main:574] : INFO : Epoch 834 | loss: 0.0311487 | val_loss: 0.0311615 | Time: 1551.68 ms [2021-01-19 19:52:51 main:574] : INFO : Epoch 835 | loss: 0.0311476 | val_loss: 0.0311624 | Time: 1563.28 ms [2021-01-19 19:52:53 main:574] : INFO : Epoch 836 | loss: 0.0311488 | val_loss: 0.0311611 | Time: 1603.24 ms [2021-01-19 19:52:55 main:574] : INFO : Epoch 837 | loss: 0.0311481 | val_loss: 0.0311605 | Time: 1506.2 ms [2021-01-19 19:52:56 main:574] : INFO : Epoch 838 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 1477.74 ms [2021-01-19 19:52:58 main:574] : INFO : Epoch 839 | loss: 0.0311478 | val_loss: 0.0311698 | Time: 1551.54 ms [2021-01-19 19:53:00 main:574] : INFO : Epoch 840 | loss: 0.0311529 | val_loss: 0.0311654 | Time: 1593.59 ms [2021-01-19 19:53:02 main:574] : INFO : Epoch 841 | loss: 0.0311502 | val_loss: 0.0311618 | Time: 2295.2 ms [2021-01-19 19:53:04 main:574] : INFO : Epoch 842 | loss: 0.0311482 | val_loss: 0.031161 | Time: 1688.2 ms [2021-01-19 19:53:06 main:574] : INFO : Epoch 843 | loss: 0.0311492 | val_loss: 0.0311596 | Time: 1783.63 ms [2021-01-19 19:53:08 main:574] : INFO : Epoch 844 | loss: 0.0311483 | val_loss: 0.0311616 | Time: 2318.04 ms [2021-01-19 19:53:10 main:574] : INFO : Epoch 845 | loss: 0.0311476 | val_loss: 0.0311608 | Time: 1826.53 ms [2021-01-19 19:53:12 main:574] : INFO : Epoch 846 | loss: 0.0311483 | val_loss: 0.0311622 | Time: 1802.57 ms [2021-01-19 19:53:14 main:574] : INFO : Epoch 847 | loss: 0.0311485 | val_loss: 0.0311586 | Time: 1649.6 ms [2021-01-19 19:53:26 main:574] : INFO : Epoch 848 | loss: 0.0311518 | val_loss: 0.0311597 | Time: 11790 ms [2021-01-19 19:53:27 main:574] : INFO : Epoch 849 | loss: 0.0311544 | val_loss: 0.0311612 | Time: 1594.97 ms [2021-01-19 19:53:29 main:574] : INFO : Epoch 850 | loss: 0.0311521 | val_loss: 0.0311606 | Time: 1620.24 ms [2021-01-19 19:53:31 main:574] : INFO : Epoch 851 | loss: 0.0311522 | val_loss: 0.0311586 | Time: 1667.35 ms [2021-01-19 19:53:33 main:574] : INFO : Epoch 852 | loss: 0.0311514 | val_loss: 0.0311626 | Time: 1666.97 ms [2021-01-19 19:53:45 main:574] : INFO : Epoch 853 | loss: 0.0311506 | val_loss: 0.0311582 | Time: 11747.2 ms [2021-01-19 19:53:47 main:574] : INFO : Epoch 854 | loss: 0.0311516 | val_loss: 0.0311587 | Time: 1497.79 ms [2021-01-19 19:53:49 main:574] : INFO : Epoch 855 | loss: 0.0311549 | val_loss: 0.0311686 | Time: 1522.27 ms [2021-01-19 19:53:50 main:574] : INFO : Epoch 856 | loss: 0.0311586 | val_loss: 0.0311651 | Time: 1578.19 ms [2021-01-19 19:53:52 main:574] : INFO : Epoch 857 | loss: 0.0311513 | val_loss: 0.0311594 | Time: 1592.1 ms [2021-01-19 19:53:53 main:574] : INFO : Epoch 858 | loss: 0.0311553 | val_loss: 0.0311741 | Time: 1589.15 ms [2021-01-19 19:53:55 main:574] : INFO : Epoch 859 | loss: 0.0311539 | val_loss: 0.0311589 | Time: 1522.37 ms [2021-01-19 19:53:57 main:574] : INFO : Epoch 860 | loss: 0.0311511 | val_loss: 0.0311579 | Time: 1493.63 ms [2021-01-19 19:53:59 main:574] : INFO : Epoch 861 | loss: 0.0311498 | val_loss: 0.0311585 | Time: 1602.23 ms [2021-01-19 19:54:00 main:574] : INFO : Epoch 862 | loss: 0.0311496 | val_loss: 0.0311583 | Time: 1594.78 ms [2021-01-19 19:54:02 main:574] : INFO : Epoch 863 | loss: 0.0311505 | val_loss: 0.0311608 | Time: 1543.12 ms [2021-01-19 19:54:03 main:574] : INFO : Epoch 864 | loss: 0.0311499 | val_loss: 0.0311592 | Time: 1583.2 ms [2021-01-19 19:54:05 main:574] : INFO : Epoch 865 | loss: 0.0311481 | val_loss: 0.0311568 | Time: 1478.79 ms [2021-01-19 19:54:07 main:574] : INFO : Epoch 866 | loss: 0.0311484 | val_loss: 0.0311572 | Time: 1602.3 ms [2021-01-19 19:54:09 main:574] : INFO : Epoch 867 | loss: 0.0311472 | val_loss: 0.0311593 | Time: 1487.24 ms [2021-01-19 19:54:10 main:574] : INFO : Epoch 868 | loss: 0.0311478 | val_loss: 0.0311577 | Time: 1555.54 ms [2021-01-19 19:54:12 main:574] : INFO : Epoch 869 | loss: 0.0311505 | val_loss: 0.0311602 | Time: 1550.25 ms [2021-01-19 19:54:14 main:574] : INFO : Epoch 870 | loss: 0.0311476 | val_loss: 0.0311595 | Time: 1531.64 ms [2021-01-19 19:54:15 main:574] : INFO : Epoch 871 | loss: 0.0311487 | val_loss: 0.0311585 | Time: 1496.32 ms [2021-01-19 19:54:17 main:574] : INFO : Epoch 872 | loss: 0.0311478 | val_loss: 0.0311588 | Time: 1545.08 ms [2021-01-19 19:54:19 main:574] : INFO : Epoch 873 | loss: 0.0311473 | val_loss: 0.031158 | Time: 1593.49 ms [2021-01-19 19:54:20 main:574] : INFO : Epoch 874 | loss: 0.0311468 | val_loss: 0.0311582 | Time: 1571.64 ms [2021-01-19 19:54:22 main:574] : INFO : Epoch 875 | loss: 0.0311469 | val_loss: 0.0311585 | Time: 1629.79 ms [2021-01-19 19:54:24 main:574] : INFO : Epoch 876 | loss: 0.0311491 | val_loss: 0.0311582 | Time: 1611.73 ms [2021-01-19 19:54:25 main:574] : INFO : Epoch 877 | loss: 0.0311482 | val_loss: 0.031157 | Time: 1482.64 ms [2021-01-19 19:54:27 main:574] : INFO : Epoch 878 | loss: 0.031148 | val_loss: 0.0311595 | Time: 1435.65 ms [2021-01-19 19:54:29 main:574] : INFO : Epoch 879 | loss: 0.0311472 | val_loss: 0.0311572 | Time: 1445.98 ms [2021-01-19 19:54:30 main:574] : INFO : Epoch 880 | loss: 0.031146 | val_loss: 0.0311598 | Time: 1520.16 ms [2021-01-19 19:54:32 main:574] : INFO : Epoch 881 | loss: 0.0311477 | val_loss: 0.0311587 | Time: 1522.6 ms [2021-01-19 19:54:34 main:574] : INFO : Epoch 882 | loss: 0.0311517 | val_loss: 0.0311612 | Time: 1530.53 ms [2021-01-19 19:54:35 main:574] : INFO : Epoch 883 | loss: 0.0311512 | val_loss: 0.0311578 | Time: 1528.79 ms [2021-01-19 19:54:37 main:574] : INFO : Epoch 884 | loss: 0.0311492 | val_loss: 0.0311586 | Time: 1460.43 ms [2021-01-19 19:54:39 main:574] : INFO : Epoch 885 | loss: 0.0311486 | val_loss: 0.0311638 | Time: 1663.79 ms [2021-01-19 19:54:40 main:574] : INFO : Epoch 886 | loss: 0.0311493 | val_loss: 0.0311586 | Time: 1541.29 ms [2021-01-19 19:54:42 main:574] : INFO : Epoch 887 | loss: 0.0311489 | val_loss: 0.0311595 | Time: 1508.54 ms [2021-01-19 19:54:43 main:574] : INFO : Epoch 888 | loss: 0.0311477 | val_loss: 0.0311588 | Time: 1469.09 ms [2021-01-19 19:54:56 main:574] : INFO : Epoch 889 | loss: 0.0311472 | val_loss: 0.0311589 | Time: 11837.5 ms [2021-01-19 19:54:57 main:574] : INFO : Epoch 890 | loss: 0.0311481 | val_loss: 0.031162 | Time: 1631.5 ms [2021-01-19 19:54:59 main:574] : INFO : Epoch 891 | loss: 0.0311488 | val_loss: 0.0311603 | Time: 1606.3 ms [2021-01-19 19:55:01 main:574] : INFO : Epoch 892 | loss: 0.0311487 | val_loss: 0.031158 | Time: 1598.11 ms [2021-01-19 19:55:03 main:574] : INFO : Epoch 893 | loss: 0.0311473 | val_loss: 0.0311569 | Time: 1603.25 ms [2021-01-19 19:55:05 main:574] : INFO : Epoch 894 | loss: 0.0311479 | val_loss: 0.0311576 | Time: 2303.41 ms [2021-01-19 19:55:07 main:574] : INFO : Epoch 895 | loss: 0.0311518 | val_loss: 0.0311571 | Time: 1691.57 ms [2021-01-19 19:55:09 main:574] : INFO : Epoch 896 | loss: 0.0311485 | val_loss: 0.031157 | Time: 2452.66 ms [2021-01-19 19:55:11 main:574] : INFO : Epoch 897 | loss: 0.0311477 | val_loss: 0.0311577 | Time: 1637.26 ms [2021-01-19 19:55:13 main:574] : INFO : Epoch 898 | loss: 0.0311474 | val_loss: 0.0311582 | Time: 1610.84 ms [2021-01-19 19:55:25 main:574] : INFO : Epoch 899 | loss: 0.0311472 | val_loss: 0.0311572 | Time: 11824 ms [2021-01-19 19:55:27 main:574] : INFO : Epoch 900 | loss: 0.0311465 | val_loss: 0.0311582 | Time: 1674.51 ms [2021-01-19 19:55:28 main:574] : INFO : Epoch 901 | loss: 0.0311475 | val_loss: 0.0311633 | Time: 1599.51 ms [2021-01-19 19:55:30 main:574] : INFO : Epoch 902 | loss: 0.0311507 | val_loss: 0.031161 | Time: 1621.15 ms [2021-01-19 19:55:32 main:574] : INFO : Epoch 903 | loss: 0.0311534 | val_loss: 0.0311693 | Time: 1528.93 ms [2021-01-19 19:55:34 main:574] : INFO : Epoch 904 | loss: 0.0311546 | val_loss: 0.03116 | Time: 1639.77 ms [2021-01-19 19:55:46 main:574] : INFO : Epoch 905 | loss: 0.0311499 | val_loss: 0.0311589 | Time: 11862.2 ms [2021-01-19 19:55:47 main:574] : INFO : Epoch 906 | loss: 0.0311501 | val_loss: 0.0311665 | Time: 1559.84 ms [2021-01-19 19:55:49 main:574] : INFO : Epoch 907 | loss: 0.0311499 | val_loss: 0.0311646 | Time: 1577.86 ms [2021-01-19 19:55:51 main:574] : INFO : Epoch 908 | loss: 0.0311505 | val_loss: 0.0311595 | Time: 1533.54 ms [2021-01-19 19:55:53 main:574] : INFO : Epoch 909 | loss: 0.0311491 | val_loss: 0.031163 | Time: 1573.26 ms [2021-01-19 19:55:55 main:574] : INFO : Epoch 910 | loss: 0.031149 | val_loss: 0.0311603 | Time: 1513.67 ms [2021-01-19 19:56:07 main:574] : INFO : Epoch 911 | loss: 0.0311503 | val_loss: 0.0311609 | Time: 12158.4 ms [2021-01-19 19:56:09 main:574] : INFO : Epoch 912 | loss: 0.0311479 | val_loss: 0.0311614 | Time: 2055.82 ms [2021-01-19 19:56:11 main:574] : INFO : Epoch 913 | loss: 0.0311485 | val_loss: 0.0311603 | Time: 1650.21 ms [2021-01-19 19:56:13 main:574] : INFO : Epoch 914 | loss: 0.0311477 | val_loss: 0.0311616 | Time: 1691.54 ms [2021-01-19 19:56:14 main:574] : INFO : Epoch 915 | loss: 0.0311499 | val_loss: 0.0311609 | Time: 1838.38 ms [2021-01-19 19:56:17 main:574] : INFO : Epoch 916 | loss: 0.0311497 | val_loss: 0.0311634 | Time: 2037.55 ms [2021-01-19 19:56:18 main:574] : INFO : Epoch 917 | loss: 0.0311494 | val_loss: 0.0311617 | Time: 1622.94 ms [2021-01-19 19:56:21 main:574] : INFO : Epoch 918 | loss: 0.0311486 | val_loss: 0.0311641 | Time: 2297.26 ms [2021-01-19 19:56:23 main:574] : INFO : Epoch 919 | loss: 0.0311484 | val_loss: 0.0311614 | Time: 2033.93 ms [2021-01-19 19:56:25 main:574] : INFO : Epoch 920 | loss: 0.031149 | val_loss: 0.0311616 | Time: 2151.3 ms [2021-01-19 19:56:27 main:574] : INFO : Epoch 921 | loss: 0.0311488 | val_loss: 0.0311601 | Time: 1678.68 ms [2021-01-19 19:56:29 main:574] : INFO : Epoch 922 | loss: 0.0311487 | val_loss: 0.031162 | Time: 1772.07 ms [2021-01-19 19:56:31 main:574] : INFO : Epoch 923 | loss: 0.0311484 | val_loss: 0.0311684 | Time: 1854.03 ms [2021-01-19 19:56:33 main:574] : INFO : Epoch 924 | loss: 0.0311512 | val_loss: 0.0311611 | Time: 1898.67 ms [2021-01-19 19:56:34 main:574] : INFO : Epoch 925 | loss: 0.0311484 | val_loss: 0.0311603 | Time: 1623.71 ms [2021-01-19 19:56:47 main:574] : INFO : Epoch 926 | loss: 0.0311508 | val_loss: 0.0311693 | Time: 12424.2 ms [2021-01-19 19:56:49 main:574] : INFO : Epoch 927 | loss: 0.0311522 | val_loss: 0.0311625 | Time: 1897.07 ms [2021-01-19 19:56:51 main:574] : INFO : Epoch 928 | loss: 0.0311512 | val_loss: 0.0311613 | Time: 2208.36 ms [2021-01-19 19:56:53 main:574] : INFO : Epoch 929 | loss: 0.0311509 | val_loss: 0.0311604 | Time: 1679.31 ms [2021-01-19 19:56:55 main:574] : INFO : Epoch 930 | loss: 0.0311503 | val_loss: 0.0311615 | Time: 1791.36 ms [2021-01-19 19:56:57 main:574] : INFO : Epoch 931 | loss: 0.0311511 | val_loss: 0.0311632 | Time: 2018.47 ms [2021-01-19 19:56:59 main:574] : INFO : Epoch 932 | loss: 0.0311529 | val_loss: 0.0311623 | Time: 1598.46 ms [2021-01-19 19:57:00 main:574] : INFO : Epoch 933 | loss: 0.0311514 | val_loss: 0.0311622 | Time: 1529.51 ms [2021-01-19 19:57:02 main:574] : INFO : Epoch 934 | loss: 0.0311516 | val_loss: 0.0311629 | Time: 1523.47 ms [2021-01-19 19:57:04 main:574] : INFO : Epoch 935 | loss: 0.0311499 | val_loss: 0.0311678 | Time: 1549.78 ms [2021-01-19 19:57:05 main:574] : INFO : Epoch 936 | loss: 0.0311508 | val_loss: 0.0311625 | Time: 1543.77 ms [2021-01-19 19:57:07 main:574] : INFO : Epoch 937 | loss: 0.0311497 | val_loss: 0.0311629 | Time: 1672.35 ms [2021-01-19 19:57:09 main:574] : INFO : Epoch 938 | loss: 0.0311494 | val_loss: 0.031164 | Time: 1663.41 ms [2021-01-19 19:57:10 main:574] : INFO : Epoch 939 | loss: 0.0311497 | val_loss: 0.0311645 | Time: 1587.38 ms [2021-01-19 19:57:12 main:574] : INFO : Epoch 940 | loss: 0.0311502 | val_loss: 0.0311672 | Time: 1695.81 ms [2021-01-19 19:57:15 main:574] : INFO : Epoch 941 | loss: 0.0311525 | val_loss: 0.0311606 | Time: 2072.67 ms [2021-01-19 19:57:17 main:574] : INFO : Epoch 942 | loss: 0.031149 | val_loss: 0.0311609 | Time: 1554.29 ms [2021-01-19 19:57:18 main:574] : INFO : Epoch 943 | loss: 0.0311487 | val_loss: 0.0311619 | Time: 1490.43 ms [2021-01-19 19:57:20 main:574] : INFO : Epoch 944 | loss: 0.0311498 | val_loss: 0.0311609 | Time: 1523.84 ms [2021-01-19 19:57:22 main:574] : INFO : Epoch 945 | loss: 0.0311491 | val_loss: 0.0311654 | Time: 1585.89 ms [2021-01-19 19:57:23 main:574] : INFO : Epoch 946 | loss: 0.0311502 | val_loss: 0.0311659 | Time: 1574.13 ms [2021-01-19 19:57:25 main:574] : INFO : Epoch 947 | loss: 0.0311496 | val_loss: 0.0311638 | Time: 1569.19 ms [2021-01-19 19:57:27 main:574] : INFO : Epoch 948 | loss: 0.0311468 | val_loss: 0.0311629 | Time: 1535.33 ms [2021-01-19 19:57:28 main:574] : INFO : Epoch 949 | loss: 0.0311494 | val_loss: 0.0311622 | Time: 1500.04 ms [2021-01-19 19:57:30 main:574] : INFO : Epoch 950 | loss: 0.0311472 | val_loss: 0.0311608 | Time: 1479.4 ms [2021-01-19 19:57:32 main:574] : INFO : Epoch 951 | loss: 0.0311494 | val_loss: 0.0311607 | Time: 1597.08 ms [2021-01-19 19:57:33 main:574] : INFO : Epoch 952 | loss: 0.0311481 | val_loss: 0.0311593 | Time: 1604.53 ms [2021-01-19 19:57:35 main:574] : INFO : Epoch 953 | loss: 0.0311473 | val_loss: 0.0311594 | Time: 1543.17 ms [2021-01-19 19:57:37 main:574] : INFO : Epoch 954 | loss: 0.031147 | val_loss: 0.0311611 | Time: 1513.73 ms [2021-01-19 19:57:38 main:574] : INFO : Epoch 955 | loss: 0.0311471 | val_loss: 0.0311596 | Time: 1515.07 ms [2021-01-19 19:57:40 main:574] : INFO : Epoch 956 | loss: 0.0311465 | val_loss: 0.0311619 | Time: 1482.33 ms [2021-01-19 19:57:42 main:574] : INFO : Epoch 957 | loss: 0.0311476 | val_loss: 0.0311593 | Time: 1542.73 ms [2021-01-19 19:57:43 main:574] : INFO : Epoch 958 | loss: 0.0311495 | val_loss: 0.0311672 | Time: 1573.35 ms [2021-01-19 19:57:45 main:574] : INFO : Epoch 959 | loss: 0.0311492 | val_loss: 0.0311592 | Time: 1595.28 ms [2021-01-19 19:57:47 main:574] : INFO : Epoch 960 | loss: 0.0311479 | val_loss: 0.0311642 | Time: 1630.38 ms [2021-01-19 19:57:48 main:574] : INFO : Epoch 961 | loss: 0.0311471 | val_loss: 0.0311637 | Time: 1507.1 ms [2021-01-19 19:57:50 main:574] : INFO : Epoch 962 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 1513.25 ms [2021-01-19 19:57:52 main:574] : INFO : Epoch 963 | loss: 0.0311471 | val_loss: 0.031161 | Time: 1527.17 ms [2021-01-19 19:57:54 main:574] : INFO : Epoch 964 | loss: 0.0311463 | val_loss: 0.0311594 | Time: 1578.65 ms [2021-01-19 19:57:55 main:574] : INFO : Epoch 965 | loss: 0.0311464 | val_loss: 0.0311631 | Time: 1633.13 ms [2021-01-19 19:57:57 main:574] : INFO : Epoch 966 | loss: 0.031148 | val_loss: 0.031161 | Time: 2071.65 ms [2021-01-19 19:57:59 main:574] : INFO : Epoch 967 | loss: 0.0311504 | val_loss: 0.0311621 | Time: 1819.87 ms [2021-01-19 19:58:01 main:574] : INFO : Epoch 968 | loss: 0.0311531 | val_loss: 0.0311601 | Time: 1679.8 ms [2021-01-19 19:58:03 main:574] : INFO : Epoch 969 | loss: 0.0311515 | val_loss: 0.0311637 | Time: 1580.63 ms [2021-01-19 19:58:05 main:574] : INFO : Epoch 970 | loss: 0.0311509 | val_loss: 0.0311605 | Time: 1534.94 ms [2021-01-19 19:58:06 main:574] : INFO : Epoch 971 | loss: 0.0311494 | val_loss: 0.0311595 | Time: 1501.34 ms [2021-01-19 19:58:08 main:574] : INFO : Epoch 972 | loss: 0.0311478 | val_loss: 0.0311592 | Time: 1554.61 ms [2021-01-19 19:58:10 main:574] : INFO : Epoch 973 | loss: 0.0311486 | val_loss: 0.0311608 | Time: 1644.5 ms [2021-01-19 19:58:11 main:574] : INFO : Epoch 974 | loss: 0.0311487 | val_loss: 0.0311621 | Time: 1626.35 ms [2021-01-19 19:58:13 main:574] : INFO : Epoch 975 | loss: 0.0311482 | val_loss: 0.0311588 | Time: 1567.05 ms [2021-01-19 19:58:15 main:574] : INFO : Epoch 976 | loss: 0.0311485 | val_loss: 0.0311598 | Time: 1529.28 ms [2021-01-19 19:58:17 main:574] : INFO : Epoch 977 | loss: 0.031148 | val_loss: 0.0311594 | Time: 1568.64 ms [2021-01-19 19:58:18 main:574] : INFO : Epoch 978 | loss: 0.0311476 | val_loss: 0.0311594 | Time: 1596.94 ms [2021-01-19 19:58:20 main:574] : INFO : Epoch 979 | loss: 0.0311486 | val_loss: 0.031159 | Time: 1664.4 ms [2021-01-19 19:58:22 main:574] : INFO : Epoch 980 | loss: 0.0311522 | val_loss: 0.0311762 | Time: 1610.36 ms [2021-01-19 19:58:24 main:574] : INFO : Epoch 981 | loss: 0.0311879 | val_loss: 0.0316094 | Time: 2208.33 ms [2021-01-19 19:58:26 main:574] : INFO : Epoch 982 | loss: 0.0359565 | val_loss: 0.0352209 | Time: 1774.9 ms [2021-01-19 19:58:28 main:574] : INFO : Epoch 983 | loss: 0.0375988 | val_loss: 0.0329083 | Time: 1699.74 ms [2021-01-19 19:58:30 main:574] : INFO : Epoch 984 | loss: 0.0318642 | val_loss: 0.0314186 | Time: 1697.92 ms [2021-01-19 19:58:31 main:574] : INFO : Epoch 985 | loss: 0.0313053 | val_loss: 0.0312318 | Time: 1762.05 ms [2021-01-19 19:58:33 main:574] : INFO : Epoch 986 | loss: 0.0312076 | val_loss: 0.031191 | Time: 1769.18 ms [2021-01-19 19:58:36 main:574] : INFO : Epoch 987 | loss: 0.0311854 | val_loss: 0.0311808 | Time: 2282.27 ms [2021-01-19 19:58:38 main:574] : INFO : Epoch 988 | loss: 0.0311785 | val_loss: 0.0311757 | Time: 2198.08 ms [2021-01-19 19:58:40 main:574] : INFO : Epoch 989 | loss: 0.0311743 | val_loss: 0.0311737 | Time: 1765.83 ms [2021-01-19 19:58:42 main:574] : INFO : Epoch 990 | loss: 0.0311733 | val_loss: 0.0311707 | Time: 1653.5 ms [2021-01-19 19:58:43 main:574] : INFO : Epoch 991 | loss: 0.0311691 | val_loss: 0.0311672 | Time: 1626.3 ms [2021-01-19 19:58:45 main:574] : INFO : Epoch 992 | loss: 0.0311645 | val_loss: 0.0311651 | Time: 1645.03 ms [2021-01-19 19:58:47 main:574] : INFO : Epoch 993 | loss: 0.031163 | val_loss: 0.0311638 | Time: 1825.19 ms [2021-01-19 19:58:49 main:574] : INFO : Epoch 994 | loss: 0.0311611 | val_loss: 0.0311636 | Time: 1473.63 ms [2021-01-19 19:58:51 main:574] : INFO : Epoch 995 | loss: 0.0311597 | val_loss: 0.0311629 | Time: 1493.85 ms [2021-01-19 19:58:52 main:574] : INFO : Epoch 996 | loss: 0.0311588 | val_loss: 0.0311643 | Time: 1634.86 ms [2021-01-19 19:58:54 main:574] : INFO : Epoch 997 | loss: 0.0311606 | val_loss: 0.0311624 | Time: 1578.86 ms [2021-01-19 19:58:56 main:574] : INFO : Epoch 998 | loss: 0.0311589 | val_loss: 0.0311627 | Time: 1580.26 ms [2021-01-19 19:58:58 main:574] : INFO : Epoch 999 | loss: 0.0311582 | val_loss: 0.0311624 | Time: 1813.08 ms [2021-01-19 19:59:00 main:574] : INFO : Epoch 1000 | loss: 0.0311598 | val_loss: 0.0311626 | Time: 2521.46 ms [2021-01-19 19:59:02 main:574] : INFO : Epoch 1001 | loss: 0.0311575 | val_loss: 0.0311623 | Time: 2153.1 ms [2021-01-19 19:59:05 main:574] : INFO : Epoch 1002 | loss: 0.0311585 | val_loss: 0.0311637 | Time: 2064.87 ms [2021-01-19 19:59:17 main:574] : INFO : Epoch 1003 | loss: 0.0311614 | val_loss: 0.0311676 | Time: 12244.8 ms [2021-01-19 19:59:19 main:574] : INFO : Epoch 1004 | loss: 0.0311625 | val_loss: 0.0311653 | Time: 1900.25 ms [2021-01-19 19:59:22 main:574] : INFO : Epoch 1005 | loss: 0.03116 | val_loss: 0.0311631 | Time: 1879.22 ms [2021-01-19 19:59:23 main:574] : INFO : Epoch 1006 | loss: 0.0311589 | val_loss: 0.0311638 | Time: 1606.11 ms [2021-01-19 19:59:25 main:574] : INFO : Epoch 1007 | loss: 0.0311593 | val_loss: 0.0311622 | Time: 1647.88 ms [2021-01-19 19:59:27 main:574] : INFO : Epoch 1008 | loss: 0.0311583 | val_loss: 0.031162 | Time: 1494.93 ms [2021-01-19 19:59:29 main:574] : INFO : Epoch 1009 | loss: 0.0311597 | val_loss: 0.0311637 | Time: 1544.24 ms [2021-01-19 19:59:31 main:574] : INFO : Epoch 1010 | loss: 0.0311591 | val_loss: 0.0311632 | Time: 2541.71 ms [2021-01-19 19:59:33 main:574] : INFO : Epoch 1011 | loss: 0.0311606 | val_loss: 0.0311649 | Time: 1895.52 ms [2021-01-19 19:59:35 main:574] : INFO : Epoch 1012 | loss: 0.0311586 | val_loss: 0.0311644 | Time: 1725.49 ms [2021-01-19 19:59:37 main:574] : INFO : Epoch 1013 | loss: 0.0311579 | val_loss: 0.0311615 | Time: 1639.97 ms [2021-01-19 19:59:39 main:574] : INFO : Epoch 1014 | loss: 0.0311568 | val_loss: 0.0311608 | Time: 1494.81 ms [2021-01-19 19:59:41 main:574] : INFO : Epoch 1015 | loss: 0.0311556 | val_loss: 0.0311606 | Time: 1584.35 ms [2021-01-19 19:59:42 main:574] : INFO : Epoch 1016 | loss: 0.0311552 | val_loss: 0.0311604 | Time: 1621.14 ms [2021-01-19 19:59:45 main:574] : INFO : Epoch 1017 | loss: 0.0311544 | val_loss: 0.0311603 | Time: 2314.33 ms [2021-01-19 19:59:47 main:574] : INFO : Epoch 1018 | loss: 0.0311551 | val_loss: 0.0311609 | Time: 1764.16 ms [2021-01-19 19:59:48 main:574] : INFO : Epoch 1019 | loss: 0.0311547 | val_loss: 0.031162 | Time: 1517.13 ms [2021-01-19 19:59:50 main:574] : INFO : Epoch 1020 | loss: 0.0311538 | val_loss: 0.031166 | Time: 1680.04 ms [2021-01-19 19:59:52 main:574] : INFO : Epoch 1021 | loss: 0.0311555 | val_loss: 0.0311599 | Time: 2236.48 ms [2021-01-19 19:59:54 main:574] : INFO : Epoch 1022 | loss: 0.0311522 | val_loss: 0.0311597 | Time: 1696.63 ms [2021-01-19 19:59:56 main:574] : INFO : Epoch 1023 | loss: 0.031152 | val_loss: 0.0311603 | Time: 1603.12 ms [2021-01-19 19:59:58 main:574] : INFO : Epoch 1024 | loss: 0.0311519 | val_loss: 0.0311603 | Time: 2256.64 ms [2021-01-19 19:59:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311603 [2021-01-19 19:59:59 main:603] : INFO : Saving end state to config to file [2021-01-19 19:59:59 main:608] : INFO : Success, exiting.. 19:59:59 (7788): 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)