Task 3864225
| Name | ParityMachine-1605455172-24922-13_0 |
| Workunit | 2029173 |
| Created | 26 Jan 2021, 21:49:18 UTC |
| Sent | 26 Jan 2021, 21:49:24 UTC |
| Report deadline | 2 Feb 2021, 21:49:24 UTC |
| Received | 27 Jan 2021, 1:04:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 58 sec |
| CPU time | 27 min 17 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9:28:25 main:574] : INFO : Epoch 514 | loss: 0.0312 | val_loss: 0.0312012 | Time: 1608.7 ms [2021-01-26 19:28:27 main:574] : INFO : Epoch 515 | loss: 0.0311998 | val_loss: 0.0312014 | Time: 1634.87 ms [2021-01-26 19:28:28 main:574] : INFO : Epoch 516 | loss: 0.0311997 | val_loss: 0.0312017 | Time: 1643.17 ms [2021-01-26 19:28:30 main:574] : INFO : Epoch 517 | loss: 0.0312017 | val_loss: 0.0312023 | Time: 1618.63 ms [2021-01-26 19:28:32 main:574] : INFO : Epoch 518 | loss: 0.0312008 | val_loss: 0.0312013 | Time: 1617.37 ms [2021-01-26 19:28:33 main:574] : INFO : Epoch 519 | loss: 0.0312002 | val_loss: 0.0312013 | Time: 1588.85 ms [2021-01-26 19:28:35 main:574] : INFO : Epoch 520 | loss: 0.0312001 | val_loss: 0.0312012 | Time: 1598.02 ms [2021-01-26 19:28:36 main:574] : INFO : Epoch 521 | loss: 0.0312003 | val_loss: 0.0312023 | Time: 1618.25 ms [2021-01-26 19:28:38 main:574] : INFO : Epoch 522 | loss: 0.0312004 | val_loss: 0.0312012 | Time: 1604.18 ms [2021-01-26 19:28:40 main:574] : INFO : Epoch 523 | loss: 0.031201 | val_loss: 0.0312017 | Time: 1864.67 ms [2021-01-26 19:28:42 main:574] : INFO : Epoch 524 | loss: 0.0312003 | val_loss: 0.0312026 | Time: 1918.43 ms [2021-01-26 19:28:44 main:574] : INFO : Epoch 525 | loss: 0.0312001 | val_loss: 0.0312021 | Time: 1672.02 ms [2021-01-26 19:28:45 main:574] : INFO : Epoch 526 | loss: 0.0312005 | val_loss: 0.0312017 | Time: 1603.41 ms [2021-01-26 19:28:47 main:574] : INFO : Epoch 527 | loss: 0.0312 | val_loss: 0.0312011 | Time: 1590.31 ms [2021-01-26 19:28:49 main:574] : INFO : Epoch 528 | loss: 0.0311997 | val_loss: 0.0312025 | Time: 1653.32 ms [2021-01-26 19:28:50 main:574] : INFO : Epoch 529 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 1612.31 ms [2021-01-26 19:28:52 main:574] : INFO : Epoch 530 | loss: 0.0312003 | val_loss: 0.0312014 | Time: 1585.49 ms [2021-01-26 19:28:53 main:574] : INFO : Epoch 531 | loss: 0.0311993 | val_loss: 0.0312017 | Time: 1606.72 ms [2021-01-26 19:28:55 main:574] : INFO : Epoch 532 | loss: 0.0312002 | val_loss: 0.0312027 | Time: 1682.12 ms [2021-01-26 19:28:57 main:574] : INFO : Epoch 533 | loss: 0.0312006 | val_loss: 0.0312015 | Time: 1591.96 ms [2021-01-26 19:28:58 main:574] : INFO : Epoch 534 | loss: 0.0312009 | val_loss: 0.0312065 | Time: 1692.65 ms [2021-01-26 19:29:00 main:574] : INFO : Epoch 535 | loss: 0.0312012 | val_loss: 0.0312028 | Time: 1614.77 ms [2021-01-26 19:29:02 main:574] : INFO : Epoch 536 | loss: 0.0312 | val_loss: 0.0312013 | Time: 1611.96 ms [2021-01-26 19:29:03 main:574] : INFO : Epoch 537 | loss: 0.0312004 | val_loss: 0.0312019 | Time: 1608.55 ms [2021-01-26 19:29:05 main:574] : INFO : Epoch 538 | loss: 0.0312003 | val_loss: 0.0312018 | Time: 1598.79 ms [2021-01-26 19:29:07 main:574] : INFO : Epoch 539 | loss: 0.0312001 | val_loss: 0.0312016 | Time: 1652.75 ms [2021-01-26 19:29:08 main:574] : INFO : Epoch 540 | loss: 0.0311997 | val_loss: 0.0312018 | Time: 1631.01 ms [2021-01-26 19:29:10 main:574] : INFO : Epoch 541 | loss: 0.0312007 | val_loss: 0.0312024 | Time: 1615.28 ms [2021-01-26 19:29:11 main:574] : INFO : Epoch 542 | loss: 0.0312005 | val_loss: 0.0312017 | Time: 1599.68 ms [2021-01-26 19:29:13 main:574] : INFO : Epoch 543 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 1575.44 ms [2021-01-26 19:29:15 main:574] : INFO : Epoch 544 | loss: 0.0312014 | val_loss: 0.0312049 | Time: 1604.51 ms [2021-01-26 19:29:16 main:574] : INFO : Epoch 545 | loss: 0.0312005 | val_loss: 0.0312035 | Time: 1621.42 ms [2021-01-26 19:29:18 main:574] : INFO : Epoch 546 | loss: 0.0312007 | val_loss: 0.0312018 | Time: 1593.39 ms [2021-01-26 19:29:20 main:574] : INFO : Epoch 547 | loss: 0.0312006 | val_loss: 0.0312019 | Time: 1571.74 ms [2021-01-26 19:29:21 main:574] : INFO : Epoch 548 | loss: 0.0312005 | val_loss: 0.0312026 | Time: 1620.52 ms [2021-01-26 19:29:23 main:574] : INFO : Epoch 549 | loss: 0.0311999 | val_loss: 0.0312012 | Time: 1589.91 ms [2021-01-26 19:29:24 main:574] : INFO : Epoch 550 | loss: 0.0311998 | val_loss: 0.0312014 | Time: 1616.89 ms [2021-01-26 19:29:26 main:574] : INFO : Epoch 551 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 1597.86 ms [2021-01-26 19:29:28 main:574] : INFO : Epoch 552 | loss: 0.0312006 | val_loss: 0.0312017 | Time: 1634.91 ms [2021-01-26 19:29:29 main:574] : INFO : Epoch 553 | loss: 0.0312019 | val_loss: 0.0312018 | Time: 1573.52 ms [2021-01-26 19:29:31 main:574] : INFO : Epoch 554 | loss: 0.0312006 | val_loss: 0.0312026 | Time: 1611.53 ms [2021-01-26 19:29:32 main:574] : INFO : Epoch 555 | loss: 0.0312013 | val_loss: 0.0312022 | Time: 1634.52 ms [2021-01-26 19:29:34 main:574] : INFO : Epoch 556 | loss: 0.0312003 | val_loss: 0.0312028 | Time: 1611.34 ms [2021-01-26 19:29:36 main:574] : INFO : Epoch 557 | loss: 0.0312005 | val_loss: 0.0312021 | Time: 1596.36 ms [2021-01-26 19:29:37 main:574] : INFO : Epoch 558 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 1615.86 ms [2021-01-26 19:29:39 main:574] : INFO : Epoch 559 | loss: 0.0312002 | val_loss: 0.0312012 | Time: 1596.87 ms [2021-01-26 19:29:41 main:574] : INFO : Epoch 560 | loss: 0.0311998 | val_loss: 0.0312015 | Time: 1603.2 ms [2021-01-26 19:29:42 main:574] : INFO : Epoch 561 | loss: 0.0311999 | val_loss: 0.0312026 | Time: 1594.79 ms [2021-01-26 19:29:44 main:574] : INFO : Epoch 562 | loss: 0.0312001 | val_loss: 0.0312025 | Time: 1607.72 ms [2021-01-26 19:29:45 main:574] : INFO : Epoch 563 | loss: 0.0312007 | val_loss: 0.0312011 | Time: 1634.72 ms [2021-01-26 19:29:47 main:574] : INFO : Epoch 564 | loss: 0.0312006 | val_loss: 0.031202 | Time: 1622.6 ms [2021-01-26 19:29:49 main:574] : INFO : Epoch 565 | loss: 0.0312003 | val_loss: 0.0312034 | Time: 1605.34 ms [2021-01-26 19:29:50 main:574] : INFO : Epoch 566 | loss: 0.0312004 | val_loss: 0.0312033 | Time: 1642.04 ms [2021-01-26 19:29:52 main:574] : INFO : Epoch 567 | loss: 0.0312013 | val_loss: 0.0312017 | Time: 1598.97 ms [2021-01-26 19:29:54 main:574] : INFO : Epoch 568 | loss: 0.0312001 | val_loss: 0.0312014 | Time: 1575.06 ms [2021-01-26 19:29:55 main:574] : INFO : Epoch 569 | loss: 0.0312004 | val_loss: 0.0312011 | Time: 1607.92 ms [2021-01-26 19:29:57 main:574] : INFO : Epoch 570 | loss: 0.0312 | val_loss: 0.031202 | Time: 1581.51 ms [2021-01-26 19:29:58 main:574] : INFO : Epoch 571 | loss: 0.0312006 | val_loss: 0.0312014 | Time: 1636.48 ms [2021-01-26 19:30:00 main:574] : INFO : Epoch 572 | loss: 0.0312006 | val_loss: 0.0312025 | Time: 1629.13 ms [2021-01-26 19:30:02 main:574] : INFO : Epoch 573 | loss: 0.0312005 | val_loss: 0.0312017 | Time: 1596.06 ms [2021-01-26 19:30:03 main:574] : INFO : Epoch 574 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 1590.06 ms [2021-01-26 19:30:05 main:574] : INFO : Epoch 575 | loss: 0.0312003 | val_loss: 0.0312015 | Time: 1599.36 ms [2021-01-26 19:30:07 main:574] : INFO : Epoch 576 | loss: 0.0312004 | val_loss: 0.0312022 | Time: 1643.23 ms [2021-01-26 19:30:08 main:574] : INFO : Epoch 577 | loss: 0.0312006 | val_loss: 0.0312015 | Time: 1607.53 ms [2021-01-26 19:30:10 main:574] : INFO : Epoch 578 | loss: 0.0312009 | val_loss: 0.0312019 | Time: 1604.69 ms [2021-01-26 19:30:11 main:574] : INFO : Epoch 579 | loss: 0.0312013 | val_loss: 0.0312028 | Time: 1598.62 ms [2021-01-26 19:30:13 main:574] : INFO : Epoch 580 | loss: 0.0312015 | val_loss: 0.0312017 | Time: 1597.69 ms [2021-01-26 19:30:15 main:574] : INFO : Epoch 581 | loss: 0.0312004 | val_loss: 0.0312021 | Time: 1640.16 ms [2021-01-26 19:30:16 main:574] : INFO : Epoch 582 | loss: 0.0312008 | val_loss: 0.0312013 | Time: 1627.08 ms [2021-01-26 19:30:18 main:574] : INFO : Epoch 583 | loss: 0.0312003 | val_loss: 0.0312014 | Time: 1595.19 ms [2021-01-26 19:30:20 main:574] : INFO : Epoch 584 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 1630.63 ms [2021-01-26 19:30:21 main:574] : INFO : Epoch 585 | loss: 0.0311998 | val_loss: 0.0312026 | Time: 1618.64 ms [2021-01-26 19:30:23 main:574] : INFO : Epoch 586 | loss: 0.0312018 | val_loss: 0.0312014 | Time: 1589.86 ms [2021-01-26 19:30:24 main:574] : INFO : Epoch 587 | loss: 0.0312007 | val_loss: 0.0312042 | Time: 1627.19 ms [2021-01-26 19:30:26 main:574] : INFO : Epoch 588 | loss: 0.0312008 | val_loss: 0.0312022 | Time: 1608.34 ms [2021-01-26 19:30:28 main:574] : INFO : Epoch 589 | loss: 0.0312004 | val_loss: 0.0312026 | Time: 1597.96 ms [2021-01-26 19:30:29 main:574] : INFO : Epoch 590 | loss: 0.0312018 | val_loss: 0.0312012 | Time: 1622.98 ms [2021-01-26 19:30:31 main:574] : INFO : Epoch 591 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 1622.7 ms [2021-01-26 19:30:33 main:574] : INFO : Epoch 592 | loss: 0.0312 | val_loss: 0.0312021 | Time: 1601.79 ms [2021-01-26 19:30:34 main:574] : INFO : Epoch 593 | loss: 0.0311997 | val_loss: 0.0312015 | Time: 1583.4 ms [2021-01-26 19:30:36 main:574] : INFO : Epoch 594 | loss: 0.0312007 | val_loss: 0.0312053 | Time: 1601.95 ms [2021-01-26 19:30:37 main:574] : INFO : Epoch 595 | loss: 0.0312033 | val_loss: 0.0312046 | Time: 1594.89 ms [2021-01-26 19:30:39 main:574] : INFO : Epoch 596 | loss: 0.031201 | val_loss: 0.0312016 | Time: 1594.45 ms [2021-01-26 19:30:41 main:574] : INFO : Epoch 597 | loss: 0.0312005 | val_loss: 0.0312034 | Time: 1596.34 ms [2021-01-26 19:30:42 main:574] : INFO : Epoch 598 | loss: 0.0312016 | val_loss: 0.0312023 | Time: 1598.11 ms [2021-01-26 19:30:44 main:574] : INFO : Epoch 599 | loss: 0.031201 | val_loss: 0.0312016 | Time: 1628.76 ms [2021-01-26 19:30:45 main:574] : INFO : Epoch 600 | loss: 0.0312001 | val_loss: 0.0312018 | Time: 1602.66 ms [2021-01-26 19:30:47 main:574] : INFO : Epoch 601 | loss: 0.0312002 | val_loss: 0.0312012 | Time: 1624.53 ms [2021-01-26 19:30:49 main:574] : INFO : Epoch 602 | loss: 0.0312001 | val_loss: 0.0312011 | Time: 1606.89 ms [2021-01-26 19:30:50 main:574] : INFO : Epoch 603 | loss: 0.0312008 | val_loss: 0.0312017 | Time: 1630 ms [2021-01-26 19:30:52 main:574] : INFO : Epoch 604 | loss: 0.0312004 | val_loss: 0.0312011 | Time: 1624.28 ms [2021-01-26 19:30:54 main:574] : INFO : Epoch 605 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 1623.13 ms [2021-01-26 19:30:55 main:574] : INFO : Epoch 606 | loss: 0.0312005 | val_loss: 0.0312015 | Time: 1590.61 ms [2021-01-26 19:30:57 main:574] : INFO : Epoch 607 | loss: 0.0312004 | val_loss: 0.0312016 | Time: 1641.7 ms [2021-01-26 19:30:58 main:574] : INFO : Epoch 608 | loss: 0.0312003 | val_loss: 0.0312014 | Time: 1602.43 ms [2021-01-26 19:31:00 main:574] : INFO : Epoch 609 | loss: 0.0312 | val_loss: 0.0312016 | Time: 1661.04 ms [2021-01-26 19:31:02 main:574] : INFO : Epoch 610 | loss: 0.031201 | val_loss: 0.0312028 | Time: 1616.65 ms [2021-01-26 19:31:03 main:574] : INFO : Epoch 611 | loss: 0.0312005 | val_loss: 0.0312016 | Time: 1636.62 ms [2021-01-26 19:31:05 main:574] : INFO : Epoch 612 | loss: 0.0312 | val_loss: 0.0312019 | Time: 1597.11 ms [2021-01-26 19:31:07 main:574] : INFO : Epoch 613 | loss: 0.0312004 | val_loss: 0.0312033 | Time: 1612.67 ms [2021-01-26 19:31:08 main:574] : INFO : Epoch 614 | loss: 0.0312002 | val_loss: 0.0312025 | Time: 1603.45 ms [2021-01-26 19:31:10 main:574] : INFO : Epoch 615 | loss: 0.0312004 | val_loss: 0.031202 | Time: 1596.17 ms [2021-01-26 19:31:12 main:574] : INFO : Epoch 616 | loss: 0.0312004 | val_loss: 0.0312017 | Time: 1622.76 ms [2021-01-26 19:31:13 main:574] : INFO : Epoch 617 | loss: 0.0312012 | val_loss: 0.0312022 | Time: 1591.22 ms [2021-01-26 19:31:15 main:574] : INFO : Epoch 618 | loss: 0.0312004 | val_loss: 0.0312033 | Time: 1614.21 ms [2021-01-26 19:31:16 main:574] : INFO : Epoch 619 | loss: 0.0312007 | val_loss: 0.0312023 | Time: 1596.7 ms [2021-01-26 19:31:18 main:574] : INFO : Epoch 620 | loss: 0.0312011 | val_loss: 0.0312021 | Time: 1615.84 ms [2021-01-26 19:31:20 main:574] : INFO : Epoch 621 | loss: 0.0312002 | val_loss: 0.0312019 | Time: 1587.83 ms [2021-01-26 19:31:21 main:574] : INFO : Epoch 622 | loss: 0.0312001 | val_loss: 0.031202 | Time: 1600.7 ms [2021-01-26 19:31:23 main:574] : INFO : Epoch 623 | loss: 0.0312003 | val_loss: 0.0312014 | Time: 1626.4 ms [2021-01-26 19:31:24 main:574] : INFO : Epoch 624 | loss: 0.0312001 | val_loss: 0.0312022 | Time: 1584.31 ms [2021-01-26 19:31:26 main:574] : INFO : Epoch 625 | loss: 0.0312004 | val_loss: 0.0312014 | Time: 1624 ms [2021-01-26 19:31:28 main:574] : INFO : Epoch 626 | loss: 0.0312 | val_loss: 0.0312018 | Time: 1614.67 ms [2021-01-26 19:31:29 main:574] : INFO : Epoch 627 | loss: 0.0312008 | val_loss: 0.0312012 | Time: 1600.35 ms [2021-01-26 19:31:31 main:574] : INFO : Epoch 628 | loss: 0.0312008 | val_loss: 0.0312021 | Time: 1599.52 ms [2021-01-26 19:31:33 main:574] : INFO : Epoch 629 | loss: 0.0312008 | val_loss: 0.0312016 | Time: 1596.49 ms [2021-01-26 19:31:34 main:574] : INFO : Epoch 630 | loss: 0.0312013 | val_loss: 0.0312021 | Time: 1647.39 ms [2021-01-26 19:31:36 main:574] : INFO : Epoch 631 | loss: 0.031201 | val_loss: 0.0312028 | Time: 1595.67 ms [2021-01-26 19:31:37 main:574] : INFO : Epoch 632 | loss: 0.031201 | val_loss: 0.0312031 | Time: 1613.32 ms [2021-01-26 19:31:39 main:574] : INFO : Epoch 633 | loss: 0.0312004 | val_loss: 0.0312015 | Time: 1650.84 ms [2021-01-26 19:31:41 main:574] : INFO : Epoch 634 | loss: 0.0312008 | val_loss: 0.0312029 | Time: 1620.42 ms [2021-01-26 19:31:42 main:574] : INFO : Epoch 635 | loss: 0.0312006 | val_loss: 0.0312027 | Time: 1637.32 ms [2021-01-26 19:31:44 main:574] : INFO : Epoch 636 | loss: 0.0312 | val_loss: 0.0312018 | Time: 1635.39 ms [2021-01-26 19:31:46 main:574] : INFO : Epoch 637 | loss: 0.0311999 | val_loss: 0.0312012 | Time: 1599.84 ms [2021-01-26 19:31:47 main:574] : INFO : Epoch 638 | loss: 0.0311998 | val_loss: 0.0312017 | Time: 1624.49 ms [2021-01-26 19:31:49 main:574] : INFO : Epoch 639 | loss: 0.0312005 | val_loss: 0.0312013 | Time: 1596.05 ms [2021-01-26 19:31:51 main:574] : INFO : Epoch 640 | loss: 0.0312012 | val_loss: 0.0312015 | Time: 1598.26 ms [2021-01-26 19:31:52 main:574] : INFO : Epoch 641 | loss: 0.0312004 | val_loss: 0.0312019 | Time: 1602.15 ms [2021-01-26 19:31:54 main:574] : INFO : Epoch 642 | loss: 0.0312001 | val_loss: 0.0312029 | Time: 1593.12 ms [2021-01-26 19:31:55 main:574] : INFO : Epoch 643 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 1616.62 ms [2021-01-26 19:31:57 main:574] : INFO : Epoch 644 | loss: 0.0311999 | val_loss: 0.0312015 | Time: 1617.17 ms [2021-01-26 19:31:59 main:574] : INFO : Epoch 645 | loss: 0.0312002 | val_loss: 0.0312016 | Time: 1625.88 ms [2021-01-26 19:32:00 main:574] : INFO : Epoch 646 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 1594.67 ms [2021-01-26 19:32:02 main:574] : INFO : Epoch 647 | loss: 0.0312007 | val_loss: 0.0312012 | Time: 1622.93 ms [2021-01-26 19:32:03 main:574] : INFO : Epoch 648 | loss: 0.0312004 | val_loss: 0.0312017 | Time: 1603.21 ms [2021-01-26 19:32:05 main:574] : INFO : Epoch 649 | loss: 0.0312 | val_loss: 0.0312036 | Time: 1626.13 ms [2021-01-26 19:32:07 main:574] : INFO : Epoch 650 | loss: 0.0312006 | val_loss: 0.0312024 | Time: 1634.52 ms [2021-01-26 19:32:08 main:574] : INFO : Epoch 651 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 1632.83 ms [2021-01-26 19:32:10 main:574] : INFO : Epoch 652 | loss: 0.031201 | val_loss: 0.0312019 | Time: 1654.24 ms [2021-01-26 19:32:12 main:574] : INFO : Epoch 653 | loss: 0.0312018 | val_loss: 0.0312015 | Time: 1638.21 ms [2021-01-26 19:32:13 main:574] : INFO : Epoch 654 | loss: 0.0311997 | val_loss: 0.0312019 | Time: 1612.18 ms [2021-01-26 19:32:15 main:574] : INFO : Epoch 655 | loss: 0.0312004 | val_loss: 0.0312018 | Time: 1587.35 ms [2021-01-26 19:32:17 main:574] : INFO : Epoch 656 | loss: 0.0312005 | val_loss: 0.0312013 | Time: 1548.04 ms [2021-01-26 19:32:18 main:574] : INFO : Epoch 657 | loss: 0.0311998 | val_loss: 0.0312014 | Time: 1552.83 ms [2021-01-26 19:32:20 main:574] : INFO : Epoch 658 | loss: 0.0312007 | val_loss: 0.0312016 | Time: 1602.18 ms [2021-01-26 19:32:21 main:574] : INFO : Epoch 659 | loss: 0.0311998 | val_loss: 0.0312012 | Time: 1641.32 ms [2021-01-26 19:32:23 main:574] : INFO : Epoch 660 | loss: 0.0312008 | val_loss: 0.0312022 | Time: 1587.29 ms [2021-01-26 19:32:25 main:574] : INFO : Epoch 661 | loss: 0.0312011 | val_loss: 0.0312017 | Time: 1633.88 ms [2021-01-26 19:32:26 main:574] : INFO : Epoch 662 | loss: 0.0312004 | val_loss: 0.0312018 | Time: 1620.37 ms [2021-01-26 19:32:28 main:574] : INFO : Epoch 663 | loss: 0.0311998 | val_loss: 0.0312028 | Time: 1609.32 ms [2021-01-26 19:32:30 main:574] : INFO : Epoch 664 | loss: 0.0312003 | val_loss: 0.0312039 | Time: 1596.05 ms [2021-01-26 19:32:31 main:574] : INFO : Epoch 665 | loss: 0.0312011 | val_loss: 0.0312023 | Time: 1587.43 ms [2021-01-26 19:32:33 main:574] : INFO : Epoch 666 | loss: 0.0312002 | val_loss: 0.0312012 | Time: 1617.27 ms [2021-01-26 19:32:34 main:574] : INFO : Epoch 667 | loss: 0.0312002 | val_loss: 0.0312025 | Time: 1606.8 ms [2021-01-26 19:32:36 main:574] : INFO : Epoch 668 | loss: 0.0312024 | val_loss: 0.0312042 | Time: 1616.39 ms [2021-01-26 19:32:38 main:574] : INFO : Epoch 669 | loss: 0.0312009 | val_loss: 0.0312012 | Time: 1602.43 ms [2021-01-26 19:32:39 main:574] : INFO : Epoch 670 | loss: 0.0311999 | val_loss: 0.0312015 | Time: 1599.69 ms [2021-01-26 19:32:41 main:574] : INFO : Epoch 671 | loss: 0.0312003 | val_loss: 0.0312064 | Time: 1600.49 ms [2021-01-26 19:32:42 main:574] : INFO : Epoch 672 | loss: 0.0312021 | val_loss: 0.0312014 | Time: 1599.12 ms [2021-01-26 19:32:44 main:574] : INFO : Epoch 673 | loss: 0.0312016 | val_loss: 0.031206 | Time: 1613.23 ms [2021-01-26 19:32:46 main:574] : INFO : Epoch 674 | loss: 0.0312022 | val_loss: 0.0312021 | Time: 1594.49 ms [2021-01-26 19:32:47 main:574] : INFO : Epoch 675 | loss: 0.0312018 | val_loss: 0.0312017 | Time: 1581.78 ms [2021-01-26 19:32:49 main:574] : INFO : Epoch 676 | loss: 0.0312007 | val_loss: 0.031203 | Time: 1627.23 ms [2021-01-26 19:32:51 main:574] : INFO : Epoch 677 | loss: 0.0312012 | val_loss: 0.0312012 | Time: 1567.63 ms [2021-01-26 19:32:52 main:574] : INFO : Epoch 678 | loss: 0.0312007 | val_loss: 0.0312023 | Time: 1609.91 ms [2021-01-26 19:32:54 main:574] : INFO : Epoch 679 | loss: 0.0312005 | val_loss: 0.0312014 | Time: 1600.5 ms [2021-01-26 19:32:55 main:574] : INFO : Epoch 680 | loss: 0.0312024 | val_loss: 0.0312043 | Time: 1598.3 ms [2021-01-26 19:32:57 main:574] : INFO : Epoch 681 | loss: 0.0312007 | val_loss: 0.0312016 | Time: 1590.34 ms [2021-01-26 19:32:59 main:574] : INFO : Epoch 682 | loss: 0.0312009 | val_loss: 0.0312033 | Time: 1644.6 ms [2021-01-26 19:33:00 main:574] : INFO : Epoch 683 | loss: 0.0312016 | val_loss: 0.0312016 | Time: 1697.16 ms [2021-01-26 19:33:02 main:574] : INFO : Epoch 684 | loss: 0.0312017 | val_loss: 0.0312025 | Time: 1756.58 ms [2021-01-26 19:33:04 main:574] : INFO : Epoch 685 | loss: 0.0312033 | val_loss: 0.0312063 | Time: 1669.19 ms [2021-01-26 19:33:05 main:574] : INFO : Epoch 686 | loss: 0.031202 | val_loss: 0.0312014 | Time: 1611.89 ms [2021-01-26 19:33:07 main:574] : INFO : Epoch 687 | loss: 0.0312012 | val_loss: 0.0312016 | Time: 1588.81 ms [2021-01-26 19:33:09 main:574] : INFO : Epoch 688 | loss: 0.0312006 | val_loss: 0.0312023 | Time: 1596.9 ms [2021-01-26 19:33:10 main:574] : INFO : Epoch 689 | loss: 0.0312 | val_loss: 0.0312032 | Time: 1604.92 ms [2021-01-26 19:33:12 main:574] : INFO : Epoch 690 | loss: 0.0312011 | val_loss: 0.0312017 | Time: 1625.06 ms [2021-01-26 19:33:14 main:574] : INFO : Epoch 691 | loss: 0.0312002 | val_loss: 0.0312015 | Time: 1584.48 ms [2021-01-26 19:33:15 main:574] : INFO : Epoch 692 | loss: 0.031201 | val_loss: 0.0312038 | Time: 1576.44 ms [2021-01-26 19:33:17 main:574] : INFO : Epoch 693 | loss: 0.0312004 | val_loss: 0.0312044 | Time: 1623.61 ms [2021-01-26 19:33:18 main:574] : INFO : Epoch 694 | loss: 0.0312014 | val_loss: 0.0312048 | Time: 1605.71 ms [2021-01-26 19:33:20 main:574] : INFO : Epoch 695 | loss: 0.031201 | val_loss: 0.0312019 | Time: 1601.58 ms [2021-01-26 19:33:22 main:574] : INFO : Epoch 696 | loss: 0.0312012 | val_loss: 0.0312018 | Time: 1594.81 ms [2021-01-26 19:33:23 main:574] : INFO : Epoch 697 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 1594.47 ms [2021-01-26 19:33:25 main:574] : INFO : Epoch 698 | loss: 0.0312 | val_loss: 0.0312014 | Time: 1623.11 ms [2021-01-26 19:33:26 main:574] : INFO : Epoch 699 | loss: 0.0312009 | val_loss: 0.0312015 | Time: 1608.06 ms [2021-01-26 19:33:28 main:574] : INFO : Epoch 700 | loss: 0.0312007 | val_loss: 0.0312042 | Time: 1606.17 ms [2021-01-26 19:33:30 main:574] : INFO : Epoch 701 | loss: 0.0312013 | val_loss: 0.0312022 | Time: 1640.24 ms [2021-01-26 19:33:31 main:574] : INFO : Epoch 702 | loss: 0.0312004 | val_loss: 0.0312023 | Time: 1608.4 ms [2021-01-26 19:33:33 main:574] : INFO : Epoch 703 | loss: 0.0312011 | val_loss: 0.0312011 | Time: 1647.99 ms [2021-01-26 19:33:35 main:574] : INFO : Epoch 704 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 1636.22 ms [2021-01-26 19:33:36 main:574] : INFO : Epoch 705 | loss: 0.0312004 | val_loss: 0.0312034 | Time: 1603.14 ms [2021-01-26 19:33:38 main:574] : INFO : Epoch 706 | loss: 0.0312005 | val_loss: 0.031202 | Time: 1604.38 ms [2021-01-26 19:33:40 main:574] : INFO : Epoch 707 | loss: 0.0311999 | val_loss: 0.0312014 | Time: 1608.61 ms [2021-01-26 19:33:41 main:574] : INFO : Epoch 708 | loss: 0.0312003 | val_loss: 0.0312018 | Time: 1612.42 ms [2021-01-26 19:33:43 main:574] : INFO : Epoch 709 | loss: 0.0312009 | val_loss: 0.0312019 | Time: 1589.15 ms [2021-01-26 19:33:44 main:574] : INFO : Epoch 710 | loss: 0.0312007 | val_loss: 0.0312018 | Time: 1627.24 ms [2021-01-26 19:33:46 main:574] : INFO : Epoch 711 | loss: 0.0311999 | val_loss: 0.0312017 | Time: 1652.74 ms [2021-01-26 19:33:48 main:574] : INFO : Epoch 712 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 1589.84 ms [2021-01-26 19:33:49 main:574] : INFO : Epoch 713 | loss: 0.0312003 | val_loss: 0.0312032 | Time: 1612.03 ms [2021-01-26 19:33:51 main:574] : INFO : Epoch 714 | loss: 0.0312016 | val_loss: 0.0312012 | Time: 1616.21 ms [2021-01-26 19:33:53 main:574] : INFO : Epoch 715 | loss: 0.0312012 | val_loss: 0.031202 | Time: 1631.69 ms [2021-01-26 19:33:54 main:574] : INFO : Epoch 716 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 1614.37 ms [2021-01-26 19:33:56 main:574] : INFO : Epoch 717 | loss: 0.0312003 | val_loss: 0.0312016 | Time: 1623.4 ms [2021-01-26 19:33:57 main:574] : INFO : Epoch 718 | loss: 0.0312017 | val_loss: 0.0312017 | Time: 1634.8 ms [2021-01-26 19:33:59 main:574] : INFO : Epoch 719 | loss: 0.0312008 | val_loss: 0.0312038 | Time: 1605.25 ms [2021-01-26 19:34:01 main:574] : INFO : Epoch 720 | loss: 0.0312018 | val_loss: 0.0312039 | Time: 1612.29 ms [2021-01-26 19:34:02 main:574] : INFO : Epoch 721 | loss: 0.0312012 | val_loss: 0.0312016 | Time: 1602.03 ms [2021-01-26 19:34:04 main:574] : INFO : Epoch 722 | loss: 0.0312015 | val_loss: 0.0312042 | Time: 1599.69 ms [2021-01-26 19:34:06 main:574] : INFO : Epoch 723 | loss: 0.031202 | val_loss: 0.0312019 | Time: 1592.1 ms [2021-01-26 19:34:07 main:574] : INFO : Epoch 724 | loss: 0.0312003 | val_loss: 0.0312032 | Time: 1632.26 ms [2021-01-26 19:34:09 main:574] : INFO : Epoch 725 | loss: 0.0312006 | val_loss: 0.0312014 | Time: 1623.75 ms [2021-01-26 19:34:10 main:574] : INFO : Epoch 726 | loss: 0.0312008 | val_loss: 0.0312012 | Time: 1600.38 ms [2021-01-26 19:34:12 main:574] : INFO : Epoch 727 | loss: 0.0312005 | val_loss: 0.0312021 | Time: 1619.31 ms [2021-01-26 19:34:14 main:574] : INFO : Epoch 728 | loss: 0.0312007 | val_loss: 0.0312016 | Time: 1613.01 ms [2021-01-26 19:34:15 main:574] : INFO : Epoch 729 | loss: 0.0312002 | val_loss: 0.0312045 | Time: 1603.66 ms [2021-01-26 19:34:17 main:574] : INFO : Epoch 730 | loss: 0.0312011 | val_loss: 0.0312025 | Time: 1612.37 ms [2021-01-26 19:34:19 main:574] : INFO : Epoch 731 | loss: 0.031201 | val_loss: 0.031202 | Time: 1580.23 ms [2021-01-26 19:34:20 main:574] : INFO : Epoch 732 | loss: 0.0312004 | val_loss: 0.0312011 | Time: 1573.86 ms [2021-01-26 19:34:22 main:574] : INFO : Epoch 733 | loss: 0.031201 | val_loss: 0.0312041 | Time: 1611.46 ms [2021-01-26 19:34:23 main:574] : INFO : Epoch 734 | loss: 0.0312016 | val_loss: 0.0312045 | Time: 1616.09 ms [2021-01-26 19:34:25 main:574] : INFO : Epoch 735 | loss: 0.0312007 | val_loss: 0.0312024 | Time: 1618.38 ms [2021-01-26 19:34:27 main:574] : INFO : Epoch 736 | loss: 0.0312004 | val_loss: 0.0312011 | Time: 1614.51 ms [2021-01-26 19:34:28 main:574] : INFO : Epoch 737 | loss: 0.0312004 | val_loss: 0.0312017 | Time: 1616.14 ms [2021-01-26 19:34:30 main:574] : INFO : Epoch 738 | loss: 0.0312014 | val_loss: 0.0312019 | Time: 1621.59 ms [2021-01-26 19:34:32 main:574] : INFO : Epoch 739 | loss: 0.0312031 | val_loss: 0.0312038 | Time: 1593.67 ms [2021-01-26 19:34:33 main:574] : INFO : Epoch 740 | loss: 0.0312005 | val_loss: 0.031203 | Time: 1611.08 ms [2021-01-26 19:34:35 main:574] : INFO : Epoch 741 | loss: 0.0312 | val_loss: 0.0312023 | Time: 1573.02 ms [2021-01-26 19:34:36 main:574] : INFO : Epoch 742 | loss: 0.0312016 | val_loss: 0.0312021 | Time: 1590.64 ms [2021-01-26 19:34:38 main:574] : INFO : Epoch 743 | loss: 0.0312013 | val_loss: 0.0312021 | Time: 1603.79 ms [2021-01-26 19:34:40 main:574] : INFO : Epoch 744 | loss: 0.031201 | val_loss: 0.0312013 | Time: 1575.32 ms [2021-01-26 19:34:41 main:574] : INFO : Epoch 745 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 1606.44 ms [2021-01-26 19:34:43 main:574] : INFO : Epoch 746 | loss: 0.0312012 | val_loss: 0.031202 | Time: 1637.3 ms [2021-01-26 19:34:45 main:574] : INFO : Epoch 747 | loss: 0.0312016 | val_loss: 0.0312013 | Time: 1637.16 ms [2021-01-26 19:34:46 main:574] : INFO : Epoch 748 | loss: 0.0312006 | val_loss: 0.0312023 | Time: 1610.72 ms [2021-01-26 19:34:48 main:574] : INFO : Epoch 749 | loss: 0.0311998 | val_loss: 0.0312016 | Time: 1607.93 ms [2021-01-26 19:34:49 main:574] : INFO : Epoch 750 | loss: 0.0312002 | val_loss: 0.0312046 | Time: 1599.72 ms [2021-01-26 19:34:51 main:574] : INFO : Epoch 751 | loss: 0.0312022 | val_loss: 0.0312012 | Time: 1621.41 ms [2021-01-26 19:34:53 main:574] : INFO : Epoch 752 | loss: 0.0312006 | val_loss: 0.0312047 | Time: 1598.92 ms [2021-01-26 19:34:54 main:574] : INFO : Epoch 753 | loss: 0.0312006 | val_loss: 0.0312014 | Time: 1603.95 ms [2021-01-26 19:34:56 main:574] : INFO : Epoch 754 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 1604.21 ms [2021-01-26 19:34:57 main:574] : INFO : Epoch 755 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 1599.16 ms [2021-01-26 19:34:59 main:574] : INFO : Epoch 756 | loss: 0.0312006 | val_loss: 0.0312032 | Time: 1590.37 ms [2021-01-26 19:35:01 main:574] : INFO : Epoch 757 | loss: 0.0312006 | val_loss: 0.0312019 | Time: 1607.64 ms [2021-01-26 19:35:02 main:574] : INFO : Epoch 758 | loss: 0.0312017 | val_loss: 0.031203 | Time: 1606.37 ms [2021-01-26 19:35:04 main:574] : INFO : Epoch 759 | loss: 0.0312008 | val_loss: 0.031201 | Time: 1594.41 ms [2021-01-26 19:35:06 main:574] : INFO : Epoch 760 | loss: 0.0312001 | val_loss: 0.0312011 | Time: 1600.18 ms [2021-01-26 19:35:07 main:574] : INFO : Epoch 761 | loss: 0.0312001 | val_loss: 0.0312021 | Time: 1605.86 ms [2021-01-26 19:35:09 main:574] : INFO : Epoch 762 | loss: 0.0312006 | val_loss: 0.0312013 | Time: 1600.96 ms [2021-01-26 19:35:10 main:574] : INFO : Epoch 763 | loss: 0.0312004 | val_loss: 0.0312013 | Time: 1621.74 ms [2021-01-26 19:35:12 main:574] : INFO : Epoch 764 | loss: 0.0312011 | val_loss: 0.031204 | Time: 1629.9 ms [2021-01-26 19:35:14 main:574] : INFO : Epoch 765 | loss: 0.0312 | val_loss: 0.0312012 | Time: 1629.72 ms [2021-01-26 19:35:15 main:574] : INFO : Epoch 766 | loss: 0.0312 | val_loss: 0.0312012 | Time: 1582.76 ms [2021-01-26 19:35:17 main:574] : INFO : Epoch 767 | loss: 0.0311998 | val_loss: 0.0312011 | Time: 1612.64 ms [2021-01-26 19:35:19 main:574] : INFO : Epoch 768 | loss: 0.0312008 | val_loss: 0.0312033 | Time: 1624.68 ms [2021-01-26 19:35:20 main:574] : INFO : Epoch 769 | loss: 0.0312005 | val_loss: 0.0312014 | Time: 1624.91 ms [2021-01-26 19:35:22 main:574] : INFO : Epoch 770 | loss: 0.0312001 | val_loss: 0.0312034 | Time: 1599.77 ms [2021-01-26 19:35:23 main:574] : INFO : Epoch 771 | loss: 0.031201 | val_loss: 0.0312015 | Time: 1614.01 ms [2021-01-26 19:35:25 main:574] : INFO : Epoch 772 | loss: 0.0312011 | val_loss: 0.0312024 | Time: 1604.88 ms [2021-01-26 19:35:27 main:574] : INFO : Epoch 773 | loss: 0.031201 | val_loss: 0.0312064 | Time: 1628.81 ms [2021-01-26 19:35:28 main:574] : INFO : Epoch 774 | loss: 0.0312045 | val_loss: 0.0312017 | Time: 1591.06 ms [2021-01-26 19:35:30 main:574] : INFO : Epoch 775 | loss: 0.0312007 | val_loss: 0.0312017 | Time: 1609.29 ms [2021-01-26 19:35:32 main:574] : INFO : Epoch 776 | loss: 0.0312004 | val_loss: 0.0312018 | Time: 1604.23 ms [2021-01-26 19:35:33 main:574] : INFO : Epoch 777 | loss: 0.0312007 | val_loss: 0.031208 | Time: 1621.92 ms [2021-01-26 19:35:35 main:574] : INFO : Epoch 778 | loss: 0.031201 | val_loss: 0.0312013 | Time: 1585.57 ms [2021-01-26 19:35:36 main:574] : INFO : Epoch 779 | loss: 0.0312005 | val_loss: 0.0312019 | Time: 1591.23 ms [2021-01-26 19:35:38 main:574] : INFO : Epoch 780 | loss: 0.0311998 | val_loss: 0.0312018 | Time: 1619.83 ms [2021-01-26 19:35:40 main:574] : INFO : Epoch 781 | loss: 0.0312003 | val_loss: 0.0312018 | Time: 1607.58 ms [2021-01-26 19:35:41 main:574] : INFO : Epoch 782 | loss: 0.0312015 | val_loss: 0.031202 | Time: 1587.63 ms [2021-01-26 19:35:43 main:574] : INFO : Epoch 783 | loss: 0.0312014 | val_loss: 0.0312102 | Time: 1638.15 ms [2021-01-26 19:35:45 main:574] : INFO : Epoch 784 | loss: 0.0312014 | val_loss: 0.0312013 | Time: 1590.99 ms [2021-01-26 19:35:46 main:574] : INFO : Epoch 785 | loss: 0.0312002 | val_loss: 0.0312021 | Time: 1580.79 ms [2021-01-26 19:35:48 main:574] : INFO : Epoch 786 | loss: 0.0312001 | val_loss: 0.0312014 | Time: 1651.87 ms [2021-01-26 19:35:49 main:574] : INFO : Epoch 787 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 1620.65 ms [2021-01-26 19:35:51 main:574] : INFO : Epoch 788 | loss: 0.0312003 | val_loss: 0.0312034 | Time: 1635.11 ms [2021-01-26 19:35:53 main:574] : INFO : Epoch 789 | loss: 0.0312001 | val_loss: 0.0312023 | Time: 1619.57 ms [2021-01-26 19:35:54 main:574] : INFO : Epoch 790 | loss: 0.0312006 | val_loss: 0.0312031 | Time: 1636.66 ms [2021-01-26 19:35:56 main:574] : INFO : Epoch 791 | loss: 0.0312013 | val_loss: 0.0312016 | Time: 1623.45 ms [2021-01-26 19:35:58 main:574] : INFO : Epoch 792 | loss: 0.0312 | val_loss: 0.0312014 | Time: 1612.85 ms [2021-01-26 19:35:59 main:574] : INFO : Epoch 793 | loss: 0.0312007 | val_loss: 0.0312029 | Time: 1646.96 ms [2021-01-26 19:36:01 main:574] : INFO : Epoch 794 | loss: 0.0312011 | val_loss: 0.0312029 | Time: 1599.52 ms [2021-01-26 19:36:03 main:574] : INFO : Epoch 795 | loss: 0.0312001 | val_loss: 0.0312014 | Time: 1630.55 ms [2021-01-26 19:36:04 main:574] : INFO : Epoch 796 | loss: 0.0312016 | val_loss: 0.0312034 | Time: 1613.38 ms [2021-01-26 19:36:06 main:574] : INFO : Epoch 797 | loss: 0.0312004 | val_loss: 0.0312014 | Time: 1626.84 ms [2021-01-26 19:36:07 main:574] : INFO : Epoch 798 | loss: 0.0312007 | val_loss: 0.0312021 | Time: 1611.27 ms [2021-01-26 19:36:09 main:574] : INFO : Epoch 799 | loss: 0.0311998 | val_loss: 0.0312014 | Time: 1595.82 ms [2021-01-26 19:36:11 main:574] : INFO : Epoch 800 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 1624.16 ms [2021-01-26 19:36:12 main:574] : INFO : Epoch 801 | loss: 0.031201 | val_loss: 0.0312035 | Time: 1624.89 ms [2021-01-26 19:36:14 main:574] : INFO : Epoch 802 | loss: 0.0312002 | val_loss: 0.0312013 | Time: 1597.63 ms [2021-01-26 19:36:16 main:574] : INFO : Epoch 803 | loss: 0.0312 | val_loss: 0.0312014 | Time: 1635.78 ms [2021-01-26 19:36:17 main:574] : INFO : Epoch 804 | loss: 0.0312002 | val_loss: 0.0312011 | Time: 1615.29 ms [2021-01-26 19:36:19 main:574] : INFO : Epoch 805 | loss: 0.0312003 | val_loss: 0.0312033 | Time: 1637.28 ms [2021-01-26 19:36:20 main:574] : INFO : Epoch 806 | loss: 0.0312008 | val_loss: 0.0312029 | Time: 1624.42 ms [2021-01-26 19:36:22 main:574] : INFO : Epoch 807 | loss: 0.0312011 | val_loss: 0.0312024 | Time: 1609 ms [2021-01-26 19:36:24 main:574] : INFO : Epoch 808 | loss: 0.0312012 | val_loss: 0.0312026 | Time: 1622.26 ms [2021-01-26 19:36:25 main:574] : INFO : Epoch 809 | loss: 0.031201 | val_loss: 0.0312012 | Time: 1612.88 ms [2021-01-26 19:36:27 main:574] : INFO : Epoch 810 | loss: 0.0312004 | val_loss: 0.0312026 | Time: 1615.87 ms [2021-01-26 19:36:29 main:574] : INFO : Epoch 811 | loss: 0.0312012 | val_loss: 0.031203 | Time: 1612.74 ms [2021-01-26 19:36:30 main:574] : INFO : Epoch 812 | loss: 0.0312007 | val_loss: 0.0312015 | Time: 1636.95 ms [2021-01-26 19:36:32 main:574] : INFO : Epoch 813 | loss: 0.0312008 | val_loss: 0.0312012 | Time: 1606.15 ms [2021-01-26 19:36:34 main:574] : INFO : Epoch 814 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 1590.66 ms [2021-01-26 19:36:35 main:574] : INFO : Epoch 815 | loss: 0.0312001 | val_loss: 0.031203 | Time: 1611.66 ms [2021-01-26 19:36:37 main:574] : INFO : Epoch 816 | loss: 0.0312002 | val_loss: 0.0312012 | Time: 1573.34 ms [2021-01-26 19:36:38 main:574] : INFO : Epoch 817 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 1633.24 ms [2021-01-26 19:36:40 main:574] : INFO : Epoch 818 | loss: 0.0312012 | val_loss: 0.0312018 | Time: 1651.47 ms [2021-01-26 19:36:42 main:574] : INFO : Epoch 819 | loss: 0.0312005 | val_loss: 0.0312037 | Time: 1596.08 ms [2021-01-26 19:36:43 main:574] : INFO : Epoch 820 | loss: 0.0312003 | val_loss: 0.0312016 | Time: 1580.98 ms [2021-01-26 19:36:45 main:574] : INFO : Epoch 821 | loss: 0.0312 | val_loss: 0.0312011 | Time: 1598.89 ms [2021-01-26 19:36:46 main:574] : INFO : Epoch 822 | loss: 0.0312002 | val_loss: 0.0312025 | Time: 1606.02 ms [2021-01-26 19:36:48 main:574] : INFO : Epoch 823 | loss: 0.0312012 | val_loss: 0.0312016 | Time: 1649.24 ms [2021-01-26 19:36:50 main:574] : INFO : Epoch 824 | loss: 0.0312018 | val_loss: 0.0312083 | Time: 1550.67 ms [2021-01-26 19:36:51 main:574] : INFO : Epoch 825 | loss: 0.0312014 | val_loss: 0.0312014 | Time: 1610.08 ms [2021-01-26 19:36:53 main:574] : INFO : Epoch 826 | loss: 0.0312009 | val_loss: 0.031203 | Time: 1619.34 ms [2021-01-26 19:36:55 main:574] : INFO : Epoch 827 | loss: 0.0312026 | val_loss: 0.0312014 | Time: 1622.55 ms [2021-01-26 19:36:56 main:574] : INFO : Epoch 828 | loss: 0.0312029 | val_loss: 0.0312018 | Time: 1620.26 ms [2021-01-26 19:36:58 main:574] : INFO : Epoch 829 | loss: 0.0312012 | val_loss: 0.0312027 | Time: 1606.17 ms [2021-01-26 19:36:59 main:574] : INFO : Epoch 830 | loss: 0.0312006 | val_loss: 0.0312012 | Time: 1606.34 ms [2021-01-26 19:37:01 main:574] : INFO : Epoch 831 | loss: 0.0311997 | val_loss: 0.0312015 | Time: 1595.27 ms [2021-01-26 19:37:03 main:574] : INFO : Epoch 832 | loss: 0.0312 | val_loss: 0.0312012 | Time: 1626.69 ms [2021-01-26 19:37:04 main:574] : INFO : Epoch 833 | loss: 0.0312002 | val_loss: 0.0312027 | Time: 1597.29 ms [2021-01-26 19:37:06 main:574] : INFO : Epoch 834 | loss: 0.0312014 | val_loss: 0.0312039 | Time: 1586.12 ms [2021-01-26 19:37:08 main:574] : INFO : Epoch 835 | loss: 0.0311998 | val_loss: 0.0312017 | Time: 1605.87 ms [2021-01-26 19:37:09 main:574] : INFO : Epoch 836 | loss: 0.0311999 | val_loss: 0.0312011 | Time: 1624.65 ms [2021-01-26 19:37:11 main:574] : INFO : Epoch 837 | loss: 0.0311999 | val_loss: 0.0312016 | Time: 1609.8 ms [2021-01-26 19:37:12 main:574] : INFO : Epoch 838 | loss: 0.0312016 | val_loss: 0.031204 | Time: 1623.82 ms [2021-01-26 19:37:14 main:574] : INFO : Epoch 839 | loss: 0.0312014 | val_loss: 0.0312023 | Time: 1609.65 ms [2021-01-26 19:37:16 main:574] : INFO : Epoch 840 | loss: 0.0312 | val_loss: 0.0312012 | Time: 1605.94 ms [2021-01-26 19:37:17 main:574] : INFO : Epoch 841 | loss: 0.0312009 | val_loss: 0.0312018 | Time: 1635.14 ms [2021-01-26 19:37:19 main:574] : INFO : Epoch 842 | loss: 0.0312 | val_loss: 0.0312026 | Time: 1622.37 ms [2021-01-26 19:37:21 main:574] : INFO : Epoch 843 | loss: 0.0312022 | val_loss: 0.0312029 | Time: 1597.45 ms [2021-01-26 19:37:22 main:574] : INFO : Epoch 844 | loss: 0.0312023 | val_loss: 0.0312016 | Time: 1623.5 ms [2021-01-26 19:37:24 main:574] : INFO : Epoch 845 | loss: 0.0312003 | val_loss: 0.0312011 | Time: 1587.28 ms [2021-01-26 19:37:25 main:574] : INFO : Epoch 846 | loss: 0.0312006 | val_loss: 0.0312036 | Time: 1602.62 ms [2021-01-26 19:37:27 main:574] : INFO : Epoch 847 | loss: 0.0312 | val_loss: 0.031201 | Time: 1603.39 ms [2021-01-26 19:37:29 main:574] : INFO : Epoch 848 | loss: 0.0311999 | val_loss: 0.0312016 | Time: 1586.6 ms [2021-01-26 19:37:30 main:574] : INFO : Epoch 849 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 1615.49 ms [2021-01-26 19:37:32 main:574] : INFO : Epoch 850 | loss: 0.0312001 | val_loss: 0.0312012 | Time: 1600.52 ms [2021-01-26 19:37:34 main:574] : INFO : Epoch 851 | loss: 0.0312005 | val_loss: 0.0312037 | Time: 1599.18 ms [2021-01-26 19:37:35 main:574] : INFO : Epoch 852 | loss: 0.0312015 | val_loss: 0.0312059 | Time: 1578.82 ms [2021-01-26 19:37:37 main:574] : INFO : Epoch 853 | loss: 0.0312006 | val_loss: 0.0312015 | Time: 1630.21 ms [2021-01-26 19:37:38 main:574] : INFO : Epoch 854 | loss: 0.0312013 | val_loss: 0.0312022 | Time: 1625.89 ms [2021-01-26 19:37:40 main:574] : INFO : Epoch 855 | loss: 0.0312018 | val_loss: 0.0312018 | Time: 1633.09 ms [2021-01-26 19:37:42 main:574] : INFO : Epoch 856 | loss: 0.0312004 | val_loss: 0.0312014 | Time: 1614.25 ms [2021-01-26 19:37:43 main:574] : INFO : Epoch 857 | loss: 0.0311999 | val_loss: 0.0312014 | Time: 1600.27 ms [2021-01-26 19:37:45 main:574] : INFO : Epoch 858 | loss: 0.0312015 | val_loss: 0.0312036 | Time: 1615.81 ms [2021-01-26 19:37:47 main:574] : INFO : Epoch 859 | loss: 0.0312025 | val_loss: 0.0312044 | Time: 1620.58 ms [2021-01-26 19:37:48 main:574] : INFO : Epoch 860 | loss: 0.031201 | val_loss: 0.0312017 | Time: 1584.24 ms [2021-01-26 19:37:50 main:574] : INFO : Epoch 861 | loss: 0.0312007 | val_loss: 0.0312011 | Time: 1587.48 ms [2021-01-26 19:37:51 main:574] : INFO : Epoch 862 | loss: 0.0312002 | val_loss: 0.0312053 | Time: 1612.23 ms [2021-01-26 19:37:53 main:574] : INFO : Epoch 863 | loss: 0.0312009 | val_loss: 0.0312027 | Time: 1601.09 ms [2021-01-26 19:37:55 main:574] : INFO : Epoch 864 | loss: 0.0312006 | val_loss: 0.0312046 | Time: 1648.44 ms [2021-01-26 19:37:56 main:574] : INFO : Epoch 865 | loss: 0.0312057 | val_loss: 0.0312102 | Time: 1645.28 ms [2021-01-26 19:37:58 main:574] : INFO : Epoch 866 | loss: 0.0312045 | val_loss: 0.0312023 | Time: 1627.84 ms [2021-01-26 19:38:00 main:574] : INFO : Epoch 867 | loss: 0.0312017 | val_loss: 0.0312025 | Time: 1624.03 ms [2021-01-26 19:38:01 main:574] : INFO : Epoch 868 | loss: 0.0312009 | val_loss: 0.0312017 | Time: 1627.31 ms [2021-01-26 19:38:03 main:574] : INFO : Epoch 869 | loss: 0.0312004 | val_loss: 0.0312013 | Time: 1610.03 ms [2021-01-26 19:38:05 main:574] : INFO : Epoch 870 | loss: 0.0311999 | val_loss: 0.0312017 | Time: 1586.11 ms [2021-01-26 19:38:06 main:574] : INFO : Epoch 871 | loss: 0.0312005 | val_loss: 0.0312013 | Time: 1602.85 ms [2021-01-26 19:38:08 main:574] : INFO : Epoch 872 | loss: 0.031201 | val_loss: 0.0312036 | Time: 1624.57 ms [2021-01-26 19:38:09 main:574] : INFO : Epoch 873 | loss: 0.0312001 | val_loss: 0.0312029 | Time: 1648.48 ms [2021-01-26 19:38:11 main:574] : INFO : Epoch 874 | loss: 0.0312001 | val_loss: 0.0312011 | Time: 1619.84 ms [2021-01-26 19:38:13 main:574] : INFO : Epoch 875 | loss: 0.0312004 | val_loss: 0.0312025 | Time: 1634.96 ms [2021-01-26 19:38:14 main:574] : INFO : Epoch 876 | loss: 0.031201 | val_loss: 0.0312016 | Time: 1617.62 ms [2021-01-26 19:38:16 main:574] : INFO : Epoch 877 | loss: 0.0312004 | val_loss: 0.0312017 | Time: 1638.29 ms [2021-01-26 19:38:18 main:574] : INFO : Epoch 878 | loss: 0.0311999 | val_loss: 0.0312011 | Time: 1621.2 ms [2021-01-26 19:38:19 main:574] : INFO : Epoch 879 | loss: 0.0312001 | val_loss: 0.031202 | Time: 1576.36 ms [2021-01-26 19:38:21 main:574] : INFO : Epoch 880 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 1625.28 ms [2021-01-26 19:38:22 main:574] : INFO : Epoch 881 | loss: 0.0312004 | val_loss: 0.0312026 | Time: 1604.65 ms [2021-01-26 19:38:24 main:574] : INFO : Epoch 882 | loss: 0.0312008 | val_loss: 0.0312014 | Time: 1613.93 ms [2021-01-26 19:38:26 main:574] : INFO : Epoch 883 | loss: 0.0312007 | val_loss: 0.0312011 | Time: 1583.78 ms [2021-01-26 19:38:27 main:574] : INFO : Epoch 884 | loss: 0.0312005 | val_loss: 0.031201 | Time: 1612.47 ms [2021-01-26 19:38:29 main:574] : INFO : Epoch 885 | loss: 0.0311998 | val_loss: 0.0312025 | Time: 1620.68 ms [2021-01-26 19:38:31 main:574] : INFO : Epoch 886 | loss: 0.0312 | val_loss: 0.0312012 | Time: 1604.45 ms [2021-01-26 19:38:32 main:574] : INFO : Epoch 887 | loss: 0.0312007 | val_loss: 0.0312035 | Time: 1596.59 ms [2021-01-26 19:38:34 main:574] : INFO : Epoch 888 | loss: 0.0312032 | val_loss: 0.0312014 | Time: 1615.27 ms [2021-01-26 19:38:35 main:574] : INFO : Epoch 889 | loss: 0.0312003 | val_loss: 0.0312029 | Time: 1611.88 ms [2021-01-26 19:38:37 main:574] : INFO : Epoch 890 | loss: 0.0312007 | val_loss: 0.0312015 | Time: 1611.15 ms [2021-01-26 19:38:39 main:574] : INFO : Epoch 891 | loss: 0.0312012 | val_loss: 0.0312029 | Time: 1606.01 ms [2021-01-26 19:38:40 main:574] : INFO : Epoch 892 | loss: 0.0312003 | val_loss: 0.0312015 | Time: 1589.9 ms [2021-01-26 19:38:42 main:574] : INFO : Epoch 893 | loss: 0.0311999 | val_loss: 0.031201 | Time: 1648.94 ms [2021-01-26 19:38:44 main:574] : INFO : Epoch 894 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 1579.99 ms [2021-01-26 19:38:45 main:574] : INFO : Epoch 895 | loss: 0.0311997 | val_loss: 0.0312015 | Time: 1595.17 ms [2021-01-26 19:38:47 main:574] : INFO : Epoch 896 | loss: 0.0312003 | val_loss: 0.0312013 | Time: 1645.42 ms [2021-01-26 19:38:48 main:574] : INFO : Epoch 897 | loss: 0.0312012 | val_loss: 0.031204 | Time: 1603.53 ms [2021-01-26 19:38:50 main:574] : INFO : Epoch 898 | loss: 0.0312008 | val_loss: 0.031202 | Time: 1597.39 ms [2021-01-26 19:38:52 main:574] : INFO : Epoch 899 | loss: 0.0312018 | val_loss: 0.0312015 | Time: 1592.86 ms [2021-01-26 19:38:53 main:574] : INFO : Epoch 900 | loss: 0.0312013 | val_loss: 0.031202 | Time: 1579.47 ms [2021-01-26 19:38:55 main:574] : INFO : Epoch 901 | loss: 0.031201 | val_loss: 0.031202 | Time: 1601.47 ms [2021-01-26 19:38:56 main:574] : INFO : Epoch 902 | loss: 0.0312013 | val_loss: 0.031203 | Time: 1594.49 ms [2021-01-26 19:38:58 main:574] : INFO : Epoch 903 | loss: 0.0312003 | val_loss: 0.0312011 | Time: 1599.88 ms [2021-01-26 19:39:00 main:574] : INFO : Epoch 904 | loss: 0.0311998 | val_loss: 0.0312032 | Time: 1649.12 ms [2021-01-26 19:39:01 main:574] : INFO : Epoch 905 | loss: 0.0312009 | val_loss: 0.0312011 | Time: 1597.09 ms [2021-01-26 19:39:03 main:574] : INFO : Epoch 906 | loss: 0.0312004 | val_loss: 0.0312015 | Time: 1615.87 ms [2021-01-26 19:39:05 main:574] : INFO : Epoch 907 | loss: 0.0311997 | val_loss: 0.0312011 | Time: 1614.01 ms [2021-01-26 19:39:06 main:574] : INFO : Epoch 908 | loss: 0.0312003 | val_loss: 0.0312027 | Time: 1591.62 ms [2021-01-26 19:39:08 main:574] : INFO : Epoch 909 | loss: 0.0312009 | val_loss: 0.0312063 | Time: 1615.41 ms [2021-01-26 19:39:09 main:574] : INFO : Epoch 910 | loss: 0.031203 | val_loss: 0.0312037 | Time: 1598 ms [2021-01-26 19:39:11 main:574] : INFO : Epoch 911 | loss: 0.0312024 | val_loss: 0.0312017 | Time: 1630.91 ms [2021-01-26 19:39:13 main:574] : INFO : Epoch 912 | loss: 0.031202 | val_loss: 0.0312033 | Time: 1585.32 ms [2021-01-26 19:39:14 main:574] : INFO : Epoch 913 | loss: 0.031202 | val_loss: 0.0312037 | Time: 1594.64 ms [2021-01-26 19:39:16 main:574] : INFO : Epoch 914 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 1629.86 ms [2021-01-26 19:39:18 main:574] : INFO : Epoch 915 | loss: 0.0312002 | val_loss: 0.0312042 | Time: 1600.82 ms [2021-01-26 19:39:19 main:574] : INFO : Epoch 916 | loss: 0.0312008 | val_loss: 0.0312015 | Time: 1590.31 ms [2021-01-26 19:39:21 main:574] : INFO : Epoch 917 | loss: 0.0312007 | val_loss: 0.0312019 | Time: 1621.17 ms [2021-01-26 19:39:22 main:574] : INFO : Epoch 918 | loss: 0.0311998 | val_loss: 0.0312012 | Time: 1638.05 ms [2021-01-26 19:39:24 main:574] : INFO : Epoch 919 | loss: 0.0312 | val_loss: 0.0312026 | Time: 1594.39 ms [2021-01-26 19:39:26 main:574] : INFO : Epoch 920 | loss: 0.0311999 | val_loss: 0.0312013 | Time: 1603.45 ms [2021-01-26 19:39:27 main:574] : INFO : Epoch 921 | loss: 0.0312001 | val_loss: 0.0312012 | Time: 1617.72 ms [2021-01-26 19:39:29 main:574] : INFO : Epoch 922 | loss: 0.0311997 | val_loss: 0.0312032 | Time: 1596.02 ms [2021-01-26 19:39:31 main:574] : INFO : Epoch 923 | loss: 0.0312014 | val_loss: 0.0312044 | Time: 1614.67 ms [2021-01-26 19:39:32 main:574] : INFO : Epoch 924 | loss: 0.0312029 | val_loss: 0.0312041 | Time: 1581.79 ms [2021-01-26 19:39:34 main:574] : INFO : Epoch 925 | loss: 0.0312009 | val_loss: 0.0312021 | Time: 1579.19 ms [2021-01-26 19:39:35 main:574] : INFO : Epoch 926 | loss: 0.0312013 | val_loss: 0.0312053 | Time: 1589.53 ms [2021-01-26 19:39:37 main:574] : INFO : Epoch 927 | loss: 0.0312028 | val_loss: 0.0312012 | Time: 1612.14 ms [2021-01-26 19:39:39 main:574] : INFO : Epoch 928 | loss: 0.0312002 | val_loss: 0.0312019 | Time: 1611.25 ms [2021-01-26 19:39:40 main:574] : INFO : Epoch 929 | loss: 0.0312008 | val_loss: 0.031201 | Time: 1626.6 ms [2021-01-26 19:39:42 main:574] : INFO : Epoch 930 | loss: 0.0312 | val_loss: 0.0312029 | Time: 1624.11 ms [2021-01-26 19:39:44 main:574] : INFO : Epoch 931 | loss: 0.0312011 | val_loss: 0.031202 | Time: 1632.06 ms [2021-01-26 19:39:45 main:574] : INFO : Epoch 932 | loss: 0.0312037 | val_loss: 0.0312046 | Time: 1622.09 ms [2021-01-26 19:39:47 main:574] : INFO : Epoch 933 | loss: 0.0312009 | val_loss: 0.0312012 | Time: 1614.56 ms [2021-01-26 19:39:48 main:574] : INFO : Epoch 934 | loss: 0.031201 | val_loss: 0.031202 | Time: 1611.1 ms [2021-01-26 19:39:50 main:574] : INFO : Epoch 935 | loss: 0.0312005 | val_loss: 0.0312034 | Time: 1578.32 ms [2021-01-26 19:39:52 main:574] : INFO : Epoch 936 | loss: 0.0312013 | val_loss: 0.0312024 | Time: 1609.01 ms [2021-01-26 19:39:53 main:574] : INFO : Epoch 937 | loss: 0.0312008 | val_loss: 0.0312014 | Time: 1593.57 ms [2021-01-26 19:39:55 main:574] : INFO : Epoch 938 | loss: 0.031201 | val_loss: 0.0312027 | Time: 1591.42 ms [2021-01-26 19:39:57 main:574] : INFO : Epoch 939 | loss: 0.0312011 | val_loss: 0.0312015 | Time: 1630.78 ms [2021-01-26 19:39:58 main:574] : INFO : Epoch 940 | loss: 0.0312008 | val_loss: 0.0312027 | Time: 1640.23 ms [2021-01-26 19:40:00 main:574] : INFO : Epoch 941 | loss: 0.0312009 | val_loss: 0.0312045 | Time: 1597.9 ms [2021-01-26 19:40:01 main:574] : INFO : Epoch 942 | loss: 0.0312024 | val_loss: 0.0312017 | Time: 1583.46 ms [2021-01-26 19:40:03 main:574] : INFO : Epoch 943 | loss: 0.0312012 | val_loss: 0.0312024 | Time: 1584.65 ms [2021-01-26 19:40:05 main:574] : INFO : Epoch 944 | loss: 0.0311998 | val_loss: 0.0312014 | Time: 1595.78 ms [2021-01-26 19:40:06 main:574] : INFO : Epoch 945 | loss: 0.0311998 | val_loss: 0.0312016 | Time: 1575.58 ms [2021-01-26 19:40:08 main:574] : INFO : Epoch 946 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 1615.57 ms [2021-01-26 19:40:09 main:574] : INFO : Epoch 947 | loss: 0.0312004 | val_loss: 0.0312014 | Time: 1633.68 ms [2021-01-26 19:40:11 main:574] : INFO : Epoch 948 | loss: 0.0311999 | val_loss: 0.0312011 | Time: 1588.99 ms [2021-01-26 19:40:13 main:574] : INFO : Epoch 949 | loss: 0.0312012 | val_loss: 0.0312024 | Time: 1583.38 ms [2021-01-26 19:40:14 main:574] : INFO : Epoch 950 | loss: 0.0312007 | val_loss: 0.0312021 | Time: 1600.82 ms [2021-01-26 19:40:16 main:574] : INFO : Epoch 951 | loss: 0.0312003 | val_loss: 0.0312018 | Time: 1621.59 ms [2021-01-26 19:40:18 main:574] : INFO : Epoch 952 | loss: 0.0312003 | val_loss: 0.0312038 | Time: 1592.05 ms [2021-01-26 19:40:19 main:574] : INFO : Epoch 953 | loss: 0.0312015 | val_loss: 0.0312025 | Time: 1606 ms [2021-01-26 19:40:21 main:574] : INFO : Epoch 954 | loss: 0.031202 | val_loss: 0.0312012 | Time: 1617.51 ms [2021-01-26 19:40:22 main:574] : INFO : Epoch 955 | loss: 0.0312019 | val_loss: 0.0312023 | Time: 1575.08 ms [2021-01-26 19:40:24 main:574] : INFO : Epoch 956 | loss: 0.0312021 | val_loss: 0.0312043 | Time: 1585.7 ms [2021-01-26 19:40:26 main:574] : INFO : Epoch 957 | loss: 0.0312016 | val_loss: 0.0312011 | Time: 1612.35 ms [2021-01-26 19:40:27 main:574] : INFO : Epoch 958 | loss: 0.031206 | val_loss: 0.0312119 | Time: 1616 ms [2021-01-26 19:40:29 main:574] : INFO : Epoch 959 | loss: 0.0312035 | val_loss: 0.0312031 | Time: 1594.46 ms [2021-01-26 19:40:30 main:574] : INFO : Epoch 960 | loss: 0.0312023 | val_loss: 0.0312034 | Time: 1578.38 ms [2021-01-26 19:40:32 main:574] : INFO : Epoch 961 | loss: 0.0312004 | val_loss: 0.0312025 | Time: 1614.66 ms [2021-01-26 19:40:34 main:574] : INFO : Epoch 962 | loss: 0.031202 | val_loss: 0.0312041 | Time: 1636.11 ms [2021-01-26 19:40:35 main:574] : INFO : Epoch 963 | loss: 0.0312009 | val_loss: 0.0312023 | Time: 1591.39 ms [2021-01-26 19:40:37 main:574] : INFO : Epoch 964 | loss: 0.0312011 | val_loss: 0.0312013 | Time: 1646.65 ms [2021-01-26 19:40:39 main:574] : INFO : Epoch 965 | loss: 0.0312015 | val_loss: 0.0312014 | Time: 1599.9 ms [2021-01-26 19:40:40 main:574] : INFO : Epoch 966 | loss: 0.0311998 | val_loss: 0.0312042 | Time: 1619.31 ms [2021-01-26 19:40:42 main:574] : INFO : Epoch 967 | loss: 0.0312007 | val_loss: 0.0312013 | Time: 1606.05 ms [2021-01-26 19:40:43 main:574] : INFO : Epoch 968 | loss: 0.0312 | val_loss: 0.0312013 | Time: 1618.83 ms [2021-01-26 19:40:45 main:574] : INFO : Epoch 969 | loss: 0.0312012 | val_loss: 0.0312012 | Time: 1594.03 ms [2021-01-26 19:40:47 main:574] : INFO : Epoch 970 | loss: 0.0312013 | val_loss: 0.0312019 | Time: 1624.57 ms [2021-01-26 19:40:48 main:574] : INFO : Epoch 971 | loss: 0.0312004 | val_loss: 0.0312013 | Time: 1611.62 ms [2021-01-26 19:40:50 main:574] : INFO : Epoch 972 | loss: 0.0312004 | val_loss: 0.0312012 | Time: 1582.15 ms [2021-01-26 19:40:52 main:574] : INFO : Epoch 973 | loss: 0.0312001 | val_loss: 0.0312032 | Time: 1624.04 ms [2021-01-26 19:40:53 main:574] : INFO : Epoch 974 | loss: 0.031201 | val_loss: 0.0312026 | Time: 1602.31 ms [2021-01-26 19:40:55 main:574] : INFO : Epoch 975 | loss: 0.0312002 | val_loss: 0.0312022 | Time: 1600.17 ms [2021-01-26 19:40:56 main:574] : INFO : Epoch 976 | loss: 0.0312012 | val_loss: 0.0312049 | Time: 1597.98 ms [2021-01-26 19:40:58 main:574] : INFO : Epoch 977 | loss: 0.0312029 | val_loss: 0.0312057 | Time: 1617.76 ms [2021-01-26 19:41:00 main:574] : INFO : Epoch 978 | loss: 0.0312035 | val_loss: 0.031202 | Time: 1605.96 ms [2021-01-26 19:41:01 main:574] : INFO : Epoch 979 | loss: 0.031204 | val_loss: 0.0312029 | Time: 1623.86 ms [2021-01-26 19:41:03 main:574] : INFO : Epoch 980 | loss: 0.0312008 | val_loss: 0.0312027 | Time: 1644.69 ms [2021-01-26 19:41:05 main:574] : INFO : Epoch 981 | loss: 0.0312008 | val_loss: 0.0312036 | Time: 1596.43 ms [2021-01-26 19:41:06 main:574] : INFO : Epoch 982 | loss: 0.0312004 | val_loss: 0.0312013 | Time: 1583.14 ms [2021-01-26 19:41:08 main:574] : INFO : Epoch 983 | loss: 0.0311998 | val_loss: 0.031202 | Time: 1629.66 ms [2021-01-26 19:41:09 main:574] : INFO : Epoch 984 | loss: 0.0312008 | val_loss: 0.0312014 | Time: 1648.77 ms [2021-01-26 19:41:11 main:574] : INFO : Epoch 985 | loss: 0.0312011 | val_loss: 0.0312016 | Time: 1576.65 ms [2021-01-26 19:41:13 main:574] : INFO : Epoch 986 | loss: 0.0312001 | val_loss: 0.0312016 | Time: 1620.03 ms [2021-01-26 19:41:14 main:574] : INFO : Epoch 987 | loss: 0.0311999 | val_loss: 0.0312012 | Time: 1638.04 ms [2021-01-26 19:41:16 main:574] : INFO : Epoch 988 | loss: 0.0311998 | val_loss: 0.0312012 | Time: 1588.06 ms [2021-01-26 19:41:18 main:574] : INFO : Epoch 989 | loss: 0.0312002 | val_loss: 0.0312011 | Time: 1633.41 ms [2021-01-26 19:41:19 main:574] : INFO : Epoch 990 | loss: 0.0312003 | val_loss: 0.0312022 | Time: 1594.99 ms [2021-01-26 19:41:21 main:574] : INFO : Epoch 991 | loss: 0.0311996 | val_loss: 0.0312012 | Time: 1641.56 ms [2021-01-26 19:41:23 main:574] : INFO : Epoch 992 | loss: 0.0312 | val_loss: 0.0312055 | Time: 1611.42 ms [2021-01-26 19:41:24 main:574] : INFO : Epoch 993 | loss: 0.0312023 | val_loss: 0.0312017 | Time: 1627.39 ms [2021-01-26 19:41:26 main:574] : INFO : Epoch 994 | loss: 0.0312005 | val_loss: 0.0312013 | Time: 1588.51 ms [2021-01-26 19:41:27 main:574] : INFO : Epoch 995 | loss: 0.0311998 | val_loss: 0.0312021 | Time: 1627.61 ms [2021-01-26 19:41:29 main:574] : INFO : Epoch 996 | loss: 0.0312014 | val_loss: 0.0312015 | Time: 1607.92 ms [2021-01-26 19:41:31 main:574] : INFO : Epoch 997 | loss: 0.0312001 | val_loss: 0.0312014 | Time: 1613.88 ms [2021-01-26 19:41:32 main:574] : INFO : Epoch 998 | loss: 0.0312006 | val_loss: 0.0312011 | Time: 1593.76 ms [2021-01-26 19:41:34 main:574] : INFO : Epoch 999 | loss: 0.0312022 | val_loss: 0.0312016 | Time: 1625.91 ms [2021-01-26 19:41:36 main:574] : INFO : Epoch 1000 | loss: 0.0312001 | val_loss: 0.0312011 | Time: 1603.14 ms [2021-01-26 19:41:37 main:574] : INFO : Epoch 1001 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 1601.39 ms [2021-01-26 19:41:39 main:574] : INFO : Epoch 1002 | loss: 0.0312006 | val_loss: 0.031202 | Time: 1622.99 ms [2021-01-26 19:41:40 main:574] : INFO : Epoch 1003 | loss: 0.0312004 | val_loss: 0.0312022 | Time: 1604.17 ms [2021-01-26 19:41:42 main:574] : INFO : Epoch 1004 | loss: 0.0312003 | val_loss: 0.0312016 | Time: 1619.66 ms [2021-01-26 19:41:44 main:574] : INFO : Epoch 1005 | loss: 0.0311997 | val_loss: 0.0312012 | Time: 1608.93 ms [2021-01-26 19:41:45 main:574] : INFO : Epoch 1006 | loss: 0.0311998 | val_loss: 0.031202 | Time: 1640.9 ms [2021-01-26 19:41:47 main:574] : INFO : Epoch 1007 | loss: 0.0312004 | val_loss: 0.0312015 | Time: 1631.57 ms [2021-01-26 19:41:49 main:574] : INFO : Epoch 1008 | loss: 0.0312001 | val_loss: 0.0312027 | Time: 1611.71 ms [2021-01-26 19:41:50 main:574] : INFO : Epoch 1009 | loss: 0.0312003 | val_loss: 0.031203 | Time: 1609.76 ms [2021-01-26 19:41:52 main:574] : INFO : Epoch 1010 | loss: 0.0312006 | val_loss: 0.031202 | Time: 1612.23 ms [2021-01-26 19:41:53 main:574] : INFO : Epoch 1011 | loss: 0.0312002 | val_loss: 0.0312011 | Time: 1610.95 ms [2021-01-26 19:41:55 main:574] : INFO : Epoch 1012 | loss: 0.0311999 | val_loss: 0.0312036 | Time: 1593.5 ms [2021-01-26 19:41:57 main:574] : INFO : Epoch 1013 | loss: 0.0312008 | val_loss: 0.0312038 | Time: 1615.45 ms [2021-01-26 19:41:58 main:574] : INFO : Epoch 1014 | loss: 0.0312012 | val_loss: 0.0312023 | Time: 1614.03 ms [2021-01-26 19:42:00 main:574] : INFO : Epoch 1015 | loss: 0.0312015 | val_loss: 0.0312022 | Time: 1608.35 ms [2021-01-26 19:42:02 main:574] : INFO : Epoch 1016 | loss: 0.0312004 | val_loss: 0.0312018 | Time: 1606.51 ms [2021-01-26 19:42:03 main:574] : INFO : Epoch 1017 | loss: 0.0312 | val_loss: 0.0312019 | Time: 1623.83 ms [2021-01-26 19:42:05 main:574] : INFO : Epoch 1018 | loss: 0.0312 | val_loss: 0.0312012 | Time: 1604.35 ms [2021-01-26 19:42:06 main:574] : INFO : Epoch 1019 | loss: 0.0312 | val_loss: 0.0312013 | Time: 1610.26 ms [2021-01-26 19:42:08 main:574] : INFO : Epoch 1020 | loss: 0.0311997 | val_loss: 0.0312015 | Time: 1632.35 ms [2021-01-26 19:42:10 main:574] : INFO : Epoch 1021 | loss: 0.0312001 | val_loss: 0.0312014 | Time: 1620.93 ms [2021-01-26 19:42:11 main:574] : INFO : Epoch 1022 | loss: 0.0312014 | val_loss: 0.0312028 | Time: 1640.28 ms [2021-01-26 19:42:13 main:574] : INFO : Epoch 1023 | loss: 0.0312009 | val_loss: 0.0312017 | Time: 1612.84 ms [2021-01-26 19:42:15 main:574] : INFO : Epoch 1024 | loss: 0.0311999 | val_loss: 0.0312013 | Time: 1627.23 ms [2021-01-26 19:42:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312013 [2021-01-26 19:42:15 main:603] : INFO : Saving end state to config to file [2021-01-26 19:42:15 main:608] : INFO : Success, exiting.. 19:42:15 (2624): 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)