Task 14624456
| Name | ParityModified-1647046424-31857-3-0_1 |
| Workunit | 11507906 |
| Created | 18 Apr 2022, 23:33:05 UTC |
| Sent | 18 Apr 2022, 23:33:10 UTC |
| Report deadline | 26 Apr 2022, 23:33:10 UTC |
| Received | 19 Apr 2022, 1:59:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4161 |
| Run time | 1 hours 11 min 13 sec |
| CPU time | 1 hours 8 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,701.30 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2022-04-18 17:54:36 main:574] : INFO : Epoch 1542 | loss: 0.0311432 | val_loss: 0.0311676 | Time: 2022.17 ms [2022-04-18 17:54:38 main:574] : INFO : Epoch 1543 | loss: 0.0311441 | val_loss: 0.0311657 | Time: 2018.58 ms [2022-04-18 17:54:40 main:574] : INFO : Epoch 1544 | loss: 0.0311459 | val_loss: 0.0311734 | Time: 2036.29 ms [2022-04-18 17:54:42 main:574] : INFO : Epoch 1545 | loss: 0.0311457 | val_loss: 0.0311671 | Time: 2019.05 ms [2022-04-18 17:54:44 main:574] : INFO : Epoch 1546 | loss: 0.0311436 | val_loss: 0.0311714 | Time: 2014.9 ms [2022-04-18 17:54:46 main:574] : INFO : Epoch 1547 | loss: 0.0311409 | val_loss: 0.031169 | Time: 2032.18 ms [2022-04-18 17:54:48 main:574] : INFO : Epoch 1548 | loss: 0.0311399 | val_loss: 0.0311754 | Time: 2021.8 ms [2022-04-18 17:54:50 main:574] : INFO : Epoch 1549 | loss: 0.0311469 | val_loss: 0.0311692 | Time: 2024.25 ms [2022-04-18 17:54:52 main:574] : INFO : Epoch 1550 | loss: 0.0311461 | val_loss: 0.0311725 | Time: 2030.95 ms [2022-04-18 17:54:54 main:574] : INFO : Epoch 1551 | loss: 0.0311472 | val_loss: 0.0311676 | Time: 2033.06 ms [2022-04-18 17:54:56 main:574] : INFO : Epoch 1552 | loss: 0.0311434 | val_loss: 0.0311665 | Time: 2022.1 ms [2022-04-18 17:54:58 main:574] : INFO : Epoch 1553 | loss: 0.0311402 | val_loss: 0.0311664 | Time: 2030.95 ms [2022-04-18 17:55:00 main:574] : INFO : Epoch 1554 | loss: 0.0311412 | val_loss: 0.0311736 | Time: 2027.82 ms [2022-04-18 17:55:02 main:574] : INFO : Epoch 1555 | loss: 0.0311394 | val_loss: 0.0311693 | Time: 2018.54 ms [2022-04-18 17:55:04 main:574] : INFO : Epoch 1556 | loss: 0.0311397 | val_loss: 0.0311683 | Time: 2027.91 ms [2022-04-18 17:55:07 main:574] : INFO : Epoch 1557 | loss: 0.0311403 | val_loss: 0.0311668 | Time: 2029.71 ms [2022-04-18 17:55:09 main:574] : INFO : Epoch 1558 | loss: 0.0311419 | val_loss: 0.0311718 | Time: 2025.33 ms [2022-04-18 17:55:11 main:574] : INFO : Epoch 1559 | loss: 0.0311384 | val_loss: 0.0311763 | Time: 2032.94 ms [2022-04-18 17:55:13 main:574] : INFO : Epoch 1560 | loss: 0.0311378 | val_loss: 0.031172 | Time: 2031.68 ms [2022-04-18 17:55:15 main:574] : INFO : Epoch 1561 | loss: 0.0311383 | val_loss: 0.0311725 | Time: 2011.76 ms [2022-04-18 17:55:17 main:574] : INFO : Epoch 1562 | loss: 0.0311417 | val_loss: 0.03117 | Time: 2025.9 ms [2022-04-18 17:55:19 main:574] : INFO : Epoch 1563 | loss: 0.0311497 | val_loss: 0.0311743 | Time: 2027.89 ms [2022-04-18 17:55:21 main:574] : INFO : Epoch 1564 | loss: 0.0311478 | val_loss: 0.0311725 | Time: 2017.65 ms [2022-04-18 17:55:23 main:574] : INFO : Epoch 1565 | loss: 0.0311434 | val_loss: 0.0311693 | Time: 2021.48 ms [2022-04-18 17:55:25 main:574] : INFO : Epoch 1566 | loss: 0.0311412 | val_loss: 0.0311644 | Time: 2031.49 ms [2022-04-18 17:55:27 main:574] : INFO : Epoch 1567 | loss: 0.03114 | val_loss: 0.0311715 | Time: 2018.6 ms [2022-04-18 17:55:29 main:574] : INFO : Epoch 1568 | loss: 0.0311412 | val_loss: 0.031168 | Time: 2026.45 ms [2022-04-18 17:55:31 main:574] : INFO : Epoch 1569 | loss: 0.0311424 | val_loss: 0.0311664 | Time: 2028.71 ms [2022-04-18 17:55:33 main:574] : INFO : Epoch 1570 | loss: 0.0311422 | val_loss: 0.0311683 | Time: 2026.43 ms [2022-04-18 17:55:36 main:574] : INFO : Epoch 1571 | loss: 0.0311412 | val_loss: 0.0311679 | Time: 2036.79 ms [2022-04-18 17:55:38 main:574] : INFO : Epoch 1572 | loss: 0.031141 | val_loss: 0.0311696 | Time: 2032.58 ms [2022-04-18 17:55:40 main:574] : INFO : Epoch 1573 | loss: 0.0311402 | val_loss: 0.0311728 | Time: 2051.27 ms [2022-04-18 17:55:42 main:574] : INFO : Epoch 1574 | loss: 0.0311387 | val_loss: 0.0311685 | Time: 2016.93 ms [2022-04-18 17:55:44 main:574] : INFO : Epoch 1575 | loss: 0.0311384 | val_loss: 0.0311684 | Time: 2016.8 ms [2022-04-18 17:55:46 main:574] : INFO : Epoch 1576 | loss: 0.0311559 | val_loss: 0.0311721 | Time: 2025.81 ms [2022-04-18 17:55:48 main:574] : INFO : Epoch 1577 | loss: 0.0311599 | val_loss: 0.0311681 | Time: 2018.48 ms [2022-04-18 17:55:50 main:574] : INFO : Epoch 1578 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 2024.77 ms [2022-04-18 17:55:52 main:574] : INFO : Epoch 1579 | loss: 0.0311569 | val_loss: 0.0311717 | Time: 2031.79 ms [2022-04-18 17:55:54 main:574] : INFO : Epoch 1580 | loss: 0.0311523 | val_loss: 0.0311698 | Time: 2027.94 ms [2022-04-18 17:55:56 main:574] : INFO : Epoch 1581 | loss: 0.0311526 | val_loss: 0.0311658 | Time: 2043.51 ms [2022-04-18 17:55:58 main:574] : INFO : Epoch 1582 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 2030.66 ms [2022-04-18 17:56:00 main:574] : INFO : Epoch 1583 | loss: 0.0311489 | val_loss: 0.0311692 | Time: 2030.37 ms [2022-04-18 17:56:02 main:574] : INFO : Epoch 1584 | loss: 0.0311473 | val_loss: 0.0311722 | Time: 2020.84 ms [2022-04-18 17:56:04 main:574] : INFO : Epoch 1585 | loss: 0.0311475 | val_loss: 0.0311718 | Time: 2024.59 ms [2022-04-18 17:56:07 main:574] : INFO : Epoch 1586 | loss: 0.0311455 | val_loss: 0.0311697 | Time: 2032.81 ms [2022-04-18 17:56:09 main:574] : INFO : Epoch 1587 | loss: 0.0311443 | val_loss: 0.0311712 | Time: 2026.7 ms [2022-04-18 17:56:11 main:574] : INFO : Epoch 1588 | loss: 0.0311457 | val_loss: 0.031178 | Time: 2017.72 ms [2022-04-18 17:56:13 main:574] : INFO : Epoch 1589 | loss: 0.0311487 | val_loss: 0.0311748 | Time: 2023.79 ms [2022-04-18 17:56:15 main:574] : INFO : Epoch 1590 | loss: 0.0311456 | val_loss: 0.0311713 | Time: 2029.6 ms [2022-04-18 17:56:17 main:574] : INFO : Epoch 1591 | loss: 0.0311468 | val_loss: 0.0311694 | Time: 2029.59 ms [2022-04-18 17:56:19 main:574] : INFO : Epoch 1592 | loss: 0.0311434 | val_loss: 0.0311731 | Time: 2037.66 ms [2022-04-18 17:56:21 main:574] : INFO : Epoch 1593 | loss: 0.0311432 | val_loss: 0.0311693 | Time: 2032.26 ms [2022-04-18 17:56:23 main:574] : INFO : Epoch 1594 | loss: 0.031143 | val_loss: 0.031176 | Time: 2029.54 ms [2022-04-18 17:56:25 main:574] : INFO : Epoch 1595 | loss: 0.0311415 | val_loss: 0.031168 | Time: 2023 ms [2022-04-18 17:56:27 main:574] : INFO : Epoch 1596 | loss: 0.0311413 | val_loss: 0.0311725 | Time: 2030.23 ms [2022-04-18 17:56:29 main:574] : INFO : Epoch 1597 | loss: 0.031142 | val_loss: 0.0311685 | Time: 2028.51 ms [2022-04-18 17:56:31 main:574] : INFO : Epoch 1598 | loss: 0.0311443 | val_loss: 0.0311706 | Time: 2024.25 ms [2022-04-18 17:56:33 main:574] : INFO : Epoch 1599 | loss: 0.0311439 | val_loss: 0.0311715 | Time: 2031.43 ms [2022-04-18 17:56:36 main:574] : INFO : Epoch 1600 | loss: 0.0311438 | val_loss: 0.0311655 | Time: 2035.42 ms [2022-04-18 17:56:38 main:574] : INFO : Epoch 1601 | loss: 0.0311453 | val_loss: 0.0311662 | Time: 2021.08 ms [2022-04-18 17:56:40 main:574] : INFO : Epoch 1602 | loss: 0.0311482 | val_loss: 0.0311673 | Time: 2030.57 ms [2022-04-18 17:56:42 main:574] : INFO : Epoch 1603 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 2014.4 ms [2022-04-18 17:56:44 main:574] : INFO : Epoch 1604 | loss: 0.0311496 | val_loss: 0.0311692 | Time: 2028.06 ms [2022-04-18 17:56:46 main:574] : INFO : Epoch 1605 | loss: 0.0311489 | val_loss: 0.0311682 | Time: 2023.68 ms [2022-04-18 17:56:48 main:574] : INFO : Epoch 1606 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 2037.19 ms [2022-04-18 17:56:50 main:574] : INFO : Epoch 1607 | loss: 0.0311469 | val_loss: 0.0311726 | Time: 2022.03 ms [2022-04-18 17:56:52 main:574] : INFO : Epoch 1608 | loss: 0.0311494 | val_loss: 0.0311687 | Time: 2003.04 ms [2022-04-18 17:56:54 main:574] : INFO : Epoch 1609 | loss: 0.0311483 | val_loss: 0.0311703 | Time: 2021.87 ms [2022-04-18 17:56:56 main:574] : INFO : Epoch 1610 | loss: 0.0311456 | val_loss: 0.0311669 | Time: 2037.7 ms [2022-04-18 17:56:58 main:574] : INFO : Epoch 1611 | loss: 0.0311485 | val_loss: 0.0311698 | Time: 2020.98 ms [2022-04-18 17:57:00 main:574] : INFO : Epoch 1612 | loss: 0.0311476 | val_loss: 0.0311674 | Time: 2023.41 ms [2022-04-18 17:57:02 main:574] : INFO : Epoch 1613 | loss: 0.0311485 | val_loss: 0.0311641 | Time: 2007.01 ms [2022-04-18 17:57:04 main:574] : INFO : Epoch 1614 | loss: 0.0311455 | val_loss: 0.0311677 | Time: 2022.82 ms [2022-04-18 17:57:06 main:574] : INFO : Epoch 1615 | loss: 0.0311454 | val_loss: 0.0311639 | Time: 2031.28 ms [2022-04-18 17:57:09 main:574] : INFO : Epoch 1616 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 2029.59 ms [2022-04-18 17:57:11 main:574] : INFO : Epoch 1617 | loss: 0.0311456 | val_loss: 0.0311627 | Time: 2040.85 ms [2022-04-18 17:57:13 main:574] : INFO : Epoch 1618 | loss: 0.0311457 | val_loss: 0.031168 | Time: 2026.4 ms [2022-04-18 17:57:15 main:574] : INFO : Epoch 1619 | loss: 0.0311437 | val_loss: 0.0311658 | Time: 2027.95 ms [2022-04-18 17:57:17 main:574] : INFO : Epoch 1620 | loss: 0.0311465 | val_loss: 0.0311681 | Time: 2021.58 ms [2022-04-18 17:57:19 main:574] : INFO : Epoch 1621 | loss: 0.031146 | val_loss: 0.0311736 | Time: 2031.08 ms [2022-04-18 17:57:21 main:574] : INFO : Epoch 1622 | loss: 0.0311499 | val_loss: 0.031168 | Time: 2028.72 ms [2022-04-18 17:57:23 main:574] : INFO : Epoch 1623 | loss: 0.0311452 | val_loss: 0.0311633 | Time: 2016.11 ms [2022-04-18 17:57:25 main:574] : INFO : Epoch 1624 | loss: 0.0311438 | val_loss: 0.0311674 | Time: 2018.53 ms [2022-04-18 17:57:27 main:574] : INFO : Epoch 1625 | loss: 0.0311491 | val_loss: 0.0311685 | Time: 2031.68 ms [2022-04-18 17:57:29 main:574] : INFO : Epoch 1626 | loss: 0.0311539 | val_loss: 0.0311731 | Time: 2049.12 ms [2022-04-18 17:57:31 main:574] : INFO : Epoch 1627 | loss: 0.0311552 | val_loss: 0.0311728 | Time: 2014.71 ms [2022-04-18 17:57:33 main:574] : INFO : Epoch 1628 | loss: 0.0311558 | val_loss: 0.0311688 | Time: 2012.2 ms [2022-04-18 17:57:35 main:574] : INFO : Epoch 1629 | loss: 0.0311589 | val_loss: 0.0311725 | Time: 2016.51 ms [2022-04-18 17:57:38 main:574] : INFO : Epoch 1630 | loss: 0.0311724 | val_loss: 0.0311911 | Time: 2032.82 ms [2022-04-18 17:57:40 main:574] : INFO : Epoch 1631 | loss: 0.0311787 | val_loss: 0.0311857 | Time: 2027.01 ms [2022-04-18 17:57:42 main:574] : INFO : Epoch 1632 | loss: 0.0311724 | val_loss: 0.0311842 | Time: 2022.3 ms [2022-04-18 17:57:44 main:574] : INFO : Epoch 1633 | loss: 0.031172 | val_loss: 0.0311856 | Time: 2019.44 ms [2022-04-18 17:57:46 main:574] : INFO : Epoch 1634 | loss: 0.0311624 | val_loss: 0.0311677 | Time: 2030.23 ms [2022-04-18 17:57:48 main:574] : INFO : Epoch 1635 | loss: 0.0311585 | val_loss: 0.0311703 | Time: 2020.01 ms [2022-04-18 17:57:50 main:574] : INFO : Epoch 1636 | loss: 0.031157 | val_loss: 0.0311678 | Time: 2034.22 ms [2022-04-18 17:57:52 main:574] : INFO : Epoch 1637 | loss: 0.0311541 | val_loss: 0.0311745 | Time: 2021.75 ms [2022-04-18 17:57:54 main:574] : INFO : Epoch 1638 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 2032.13 ms [2022-04-18 17:57:56 main:574] : INFO : Epoch 1639 | loss: 0.0311531 | val_loss: 0.0311699 | Time: 2014.08 ms [2022-04-18 17:57:58 main:574] : INFO : Epoch 1640 | loss: 0.0311522 | val_loss: 0.0311675 | Time: 2021.97 ms [2022-04-18 17:58:00 main:574] : INFO : Epoch 1641 | loss: 0.0311504 | val_loss: 0.0311727 | Time: 2028.21 ms [2022-04-18 17:58:02 main:574] : INFO : Epoch 1642 | loss: 0.0311514 | val_loss: 0.0311739 | Time: 2034.36 ms [2022-04-18 17:58:04 main:574] : INFO : Epoch 1643 | loss: 0.0311513 | val_loss: 0.0311701 | Time: 2022.08 ms [2022-04-18 17:58:06 main:574] : INFO : Epoch 1644 | loss: 0.03115 | val_loss: 0.0311693 | Time: 2023.45 ms [2022-04-18 17:58:09 main:574] : INFO : Epoch 1645 | loss: 0.0311489 | val_loss: 0.031166 | Time: 2014.94 ms [2022-04-18 17:58:11 main:574] : INFO : Epoch 1646 | loss: 0.0311555 | val_loss: 0.0311686 | Time: 2011.34 ms [2022-04-18 17:58:13 main:574] : INFO : Epoch 1647 | loss: 0.0311575 | val_loss: 0.0311689 | Time: 2033.03 ms [2022-04-18 17:58:15 main:574] : INFO : Epoch 1648 | loss: 0.0311554 | val_loss: 0.0311674 | Time: 2024.85 ms [2022-04-18 17:58:17 main:574] : INFO : Epoch 1649 | loss: 0.031155 | val_loss: 0.0311712 | Time: 2019.41 ms [2022-04-18 17:58:19 main:574] : INFO : Epoch 1650 | loss: 0.0311545 | val_loss: 0.0311683 | Time: 1999.96 ms [2022-04-18 17:58:21 main:574] : INFO : Epoch 1651 | loss: 0.031154 | val_loss: 0.0311715 | Time: 2025.63 ms [2022-04-18 17:58:23 main:574] : INFO : Epoch 1652 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 2032.68 ms [2022-04-18 17:58:25 main:574] : INFO : Epoch 1653 | loss: 0.0311517 | val_loss: 0.031176 | Time: 2022.81 ms [2022-04-18 17:58:27 main:574] : INFO : Epoch 1654 | loss: 0.0311524 | val_loss: 0.0311683 | Time: 2038.64 ms [2022-04-18 17:58:29 main:574] : INFO : Epoch 1655 | loss: 0.031151 | val_loss: 0.0311756 | Time: 2031.04 ms [2022-04-18 17:58:31 main:574] : INFO : Epoch 1656 | loss: 0.0311516 | val_loss: 0.0311757 | Time: 2034.59 ms [2022-04-18 17:58:33 main:574] : INFO : Epoch 1657 | loss: 0.0311539 | val_loss: 0.0311694 | Time: 2022.47 ms [2022-04-18 17:58:35 main:574] : INFO : Epoch 1658 | loss: 0.0311546 | val_loss: 0.0311716 | Time: 2023.49 ms [2022-04-18 17:58:38 main:574] : INFO : Epoch 1659 | loss: 0.0311526 | val_loss: 0.0311701 | Time: 2026.22 ms [2022-04-18 17:58:40 main:574] : INFO : Epoch 1660 | loss: 0.031151 | val_loss: 0.0311768 | Time: 2030.44 ms [2022-04-18 17:58:42 main:574] : INFO : Epoch 1661 | loss: 0.0311512 | val_loss: 0.0311714 | Time: 2023.76 ms [2022-04-18 17:58:44 main:574] : INFO : Epoch 1662 | loss: 0.0311563 | val_loss: 0.0311753 | Time: 2021.55 ms [2022-04-18 17:58:46 main:574] : INFO : Epoch 1663 | loss: 0.0311585 | val_loss: 0.0311738 | Time: 2025.54 ms [2022-04-18 17:58:48 main:574] : INFO : Epoch 1664 | loss: 0.031155 | val_loss: 0.0311655 | Time: 2028.14 ms [2022-04-18 17:58:50 main:574] : INFO : Epoch 1665 | loss: 0.0311519 | val_loss: 0.0311706 | Time: 2026.12 ms [2022-04-18 17:58:52 main:574] : INFO : Epoch 1666 | loss: 0.0311508 | val_loss: 0.0311657 | Time: 2029.65 ms [2022-04-18 17:58:54 main:574] : INFO : Epoch 1667 | loss: 0.03115 | val_loss: 0.0311696 | Time: 2035.63 ms [2022-04-18 17:58:56 main:574] : INFO : Epoch 1668 | loss: 0.0311497 | val_loss: 0.0311695 | Time: 2028.34 ms [2022-04-18 17:58:58 main:574] : INFO : Epoch 1669 | loss: 0.0311499 | val_loss: 0.0311714 | Time: 2025.98 ms [2022-04-18 17:59:00 main:574] : INFO : Epoch 1670 | loss: 0.0311508 | val_loss: 0.0311664 | Time: 2018.21 ms [2022-04-18 17:59:02 main:574] : INFO : Epoch 1671 | loss: 0.0311502 | val_loss: 0.0311691 | Time: 2022.74 ms [2022-04-18 17:59:04 main:574] : INFO : Epoch 1672 | loss: 0.0311486 | val_loss: 0.0311674 | Time: 2024.36 ms [2022-04-18 17:59:06 main:574] : INFO : Epoch 1673 | loss: 0.0311486 | val_loss: 0.0311707 | Time: 2026.2 ms [2022-04-18 17:59:09 main:574] : INFO : Epoch 1674 | loss: 0.0311537 | val_loss: 0.0311694 | Time: 2024.28 ms [2022-04-18 17:59:11 main:574] : INFO : Epoch 1675 | loss: 0.0311548 | val_loss: 0.0311754 | Time: 2030.64 ms [2022-04-18 17:59:13 main:574] : INFO : Epoch 1676 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 2035.37 ms [2022-04-18 17:59:15 main:574] : INFO : Epoch 1677 | loss: 0.0311572 | val_loss: 0.0311723 | Time: 2030.73 ms [2022-04-18 17:59:17 main:574] : INFO : Epoch 1678 | loss: 0.0311568 | val_loss: 0.0311738 | Time: 2028.78 ms [2022-04-18 17:59:19 main:574] : INFO : Epoch 1679 | loss: 0.0311559 | val_loss: 0.0311719 | Time: 2024.69 ms [2022-04-18 17:59:21 main:574] : INFO : Epoch 1680 | loss: 0.0311529 | val_loss: 0.0311737 | Time: 2023.02 ms [2022-04-18 17:59:23 main:574] : INFO : Epoch 1681 | loss: 0.0311538 | val_loss: 0.0311705 | Time: 2028.4 ms [2022-04-18 17:59:25 main:574] : INFO : Epoch 1682 | loss: 0.031158 | val_loss: 0.0311746 | Time: 2024.97 ms [2022-04-18 17:59:27 main:574] : INFO : Epoch 1683 | loss: 0.0311571 | val_loss: 0.0311695 | Time: 2024.57 ms [2022-04-18 17:59:29 main:574] : INFO : Epoch 1684 | loss: 0.0311547 | val_loss: 0.0311682 | Time: 2017.02 ms [2022-04-18 17:59:31 main:574] : INFO : Epoch 1685 | loss: 0.0311562 | val_loss: 0.0311706 | Time: 2019.53 ms [2022-04-18 17:59:33 main:574] : INFO : Epoch 1686 | loss: 0.0311582 | val_loss: 0.031169 | Time: 2024.3 ms [2022-04-18 17:59:35 main:574] : INFO : Epoch 1687 | loss: 0.031158 | val_loss: 0.0311669 | Time: 2042.12 ms [2022-04-18 17:59:37 main:574] : INFO : Epoch 1688 | loss: 0.0311574 | val_loss: 0.0311693 | Time: 2028.5 ms [2022-04-18 17:59:40 main:574] : INFO : Epoch 1689 | loss: 0.0311543 | val_loss: 0.0311706 | Time: 2023.89 ms [2022-04-18 17:59:42 main:574] : INFO : Epoch 1690 | loss: 0.0311535 | val_loss: 0.0311712 | Time: 2021.28 ms [2022-04-18 17:59:44 main:574] : INFO : Epoch 1691 | loss: 0.0311522 | val_loss: 0.031168 | Time: 2023.69 ms [2022-04-18 17:59:46 main:574] : INFO : Epoch 1692 | loss: 0.0311523 | val_loss: 0.031173 | Time: 2032.18 ms [2022-04-18 17:59:48 main:574] : INFO : Epoch 1693 | loss: 0.0311533 | val_loss: 0.031168 | Time: 2032.55 ms [2022-04-18 17:59:50 main:574] : INFO : Epoch 1694 | loss: 0.0311531 | val_loss: 0.031168 | Time: 2019.68 ms [2022-04-18 17:59:52 main:574] : INFO : Epoch 1695 | loss: 0.0311528 | val_loss: 0.0311693 | Time: 2018.59 ms [2022-04-18 17:59:54 main:574] : INFO : Epoch 1696 | loss: 0.0311539 | val_loss: 0.031169 | Time: 2026.92 ms [2022-04-18 17:59:56 main:574] : INFO : Epoch 1697 | loss: 0.0311539 | val_loss: 0.0311799 | Time: 2064.14 ms [2022-04-18 17:59:58 main:574] : INFO : Epoch 1698 | loss: 0.0311547 | val_loss: 0.0311714 | Time: 2018.77 ms [2022-04-18 18:00:00 main:574] : INFO : Epoch 1699 | loss: 0.0311568 | val_loss: 0.0311764 | Time: 2032.1 ms [2022-04-18 18:00:02 main:574] : INFO : Epoch 1700 | loss: 0.0311519 | val_loss: 0.0311696 | Time: 2035.53 ms [2022-04-18 18:00:04 main:574] : INFO : Epoch 1701 | loss: 0.0311514 | val_loss: 0.0311668 | Time: 2023.63 ms [2022-04-18 18:00:07 main:574] : INFO : Epoch 1702 | loss: 0.0311522 | val_loss: 0.0311694 | Time: 2034.35 ms [2022-04-18 18:00:09 main:574] : INFO : Epoch 1703 | loss: 0.0311507 | val_loss: 0.0311739 | Time: 2018.3 ms [2022-04-18 18:00:11 main:574] : INFO : Epoch 1704 | loss: 0.0311503 | val_loss: 0.031166 | Time: 2025.58 ms [2022-04-18 18:00:13 main:574] : INFO : Epoch 1705 | loss: 0.0311505 | val_loss: 0.0311727 | Time: 2014.04 ms [2022-04-18 18:00:15 main:574] : INFO : Epoch 1706 | loss: 0.0311503 | val_loss: 0.0311679 | Time: 2012.74 ms [2022-04-18 18:00:17 main:574] : INFO : Epoch 1707 | loss: 0.0311496 | val_loss: 0.0311669 | Time: 2019.03 ms [2022-04-18 18:00:19 main:574] : INFO : Epoch 1708 | loss: 0.0311485 | val_loss: 0.0311669 | Time: 2030.66 ms [2022-04-18 18:00:21 main:574] : INFO : Epoch 1709 | loss: 0.0311468 | val_loss: 0.0311697 | Time: 2019.53 ms [2022-04-18 18:00:23 main:574] : INFO : Epoch 1710 | loss: 0.0311518 | val_loss: 0.0311692 | Time: 2024.61 ms [2022-04-18 18:00:25 main:574] : INFO : Epoch 1711 | loss: 0.0311492 | val_loss: 0.0311675 | Time: 2025.85 ms [2022-04-18 18:00:27 main:574] : INFO : Epoch 1712 | loss: 0.0311468 | val_loss: 0.0311717 | Time: 2018.14 ms [2022-04-18 18:00:29 main:574] : INFO : Epoch 1713 | loss: 0.0311466 | val_loss: 0.0311688 | Time: 2026.79 ms [2022-04-18 18:00:31 main:574] : INFO : Epoch 1714 | loss: 0.0311466 | val_loss: 0.0311712 | Time: 2019.37 ms [2022-04-18 18:00:33 main:574] : INFO : Epoch 1715 | loss: 0.031146 | val_loss: 0.0311661 | Time: 2029.26 ms [2022-04-18 18:00:35 main:574] : INFO : Epoch 1716 | loss: 0.0311446 | val_loss: 0.0311703 | Time: 2026.66 ms [2022-04-18 18:00:38 main:574] : INFO : Epoch 1717 | loss: 0.0311494 | val_loss: 0.031166 | Time: 2024.68 ms [2022-04-18 18:00:40 main:574] : INFO : Epoch 1718 | loss: 0.0311457 | val_loss: 0.0311648 | Time: 2021.81 ms [2022-04-18 18:00:42 main:574] : INFO : Epoch 1719 | loss: 0.0311458 | val_loss: 0.031168 | Time: 2021.41 ms [2022-04-18 18:00:44 main:574] : INFO : Epoch 1720 | loss: 0.0311449 | val_loss: 0.031168 | Time: 2024.58 ms [2022-04-18 18:00:46 main:574] : INFO : Epoch 1721 | loss: 0.0311441 | val_loss: 0.0311695 | Time: 2018.93 ms [2022-04-18 18:00:48 main:574] : INFO : Epoch 1722 | loss: 0.0311462 | val_loss: 0.0311764 | Time: 2024.07 ms [2022-04-18 18:00:50 main:574] : INFO : Epoch 1723 | loss: 0.031144 | val_loss: 0.0311673 | Time: 2017.95 ms [2022-04-18 18:00:52 main:574] : INFO : Epoch 1724 | loss: 0.0311418 | val_loss: 0.0311765 | Time: 2021.71 ms [2022-04-18 18:00:54 main:574] : INFO : Epoch 1725 | loss: 0.0311417 | val_loss: 0.0311744 | Time: 2014.14 ms [2022-04-18 18:00:56 main:574] : INFO : Epoch 1726 | loss: 0.031142 | val_loss: 0.0311745 | Time: 2022.58 ms [2022-04-18 18:00:58 main:574] : INFO : Epoch 1727 | loss: 0.0311449 | val_loss: 0.0311654 | Time: 2033.11 ms [2022-04-18 18:01:00 main:574] : INFO : Epoch 1728 | loss: 0.0311452 | val_loss: 0.031168 | Time: 2026.57 ms [2022-04-18 18:01:02 main:574] : INFO : Epoch 1729 | loss: 0.0311491 | val_loss: 0.0311746 | Time: 2033.61 ms [2022-04-18 18:01:04 main:574] : INFO : Epoch 1730 | loss: 0.0311466 | val_loss: 0.0311708 | Time: 2026.79 ms [2022-04-18 18:01:06 main:574] : INFO : Epoch 1731 | loss: 0.0311481 | val_loss: 0.031171 | Time: 2024.16 ms [2022-04-18 18:01:09 main:574] : INFO : Epoch 1732 | loss: 0.0311447 | val_loss: 0.031167 | Time: 2028.91 ms [2022-04-18 18:01:11 main:574] : INFO : Epoch 1733 | loss: 0.0311417 | val_loss: 0.03117 | Time: 2020.84 ms [2022-04-18 18:01:13 main:574] : INFO : Epoch 1734 | loss: 0.0311422 | val_loss: 0.0311669 | Time: 2026.29 ms [2022-04-18 18:01:15 main:574] : INFO : Epoch 1735 | loss: 0.0311454 | val_loss: 0.0311759 | Time: 2023.61 ms [2022-04-18 18:01:17 main:574] : INFO : Epoch 1736 | loss: 0.031144 | val_loss: 0.0311693 | Time: 2023.08 ms [2022-04-18 18:01:19 main:574] : INFO : Epoch 1737 | loss: 0.0311431 | val_loss: 0.0311735 | Time: 2027.73 ms [2022-04-18 18:01:21 main:574] : INFO : Epoch 1738 | loss: 0.0311424 | val_loss: 0.031174 | Time: 2018.87 ms [2022-04-18 18:01:23 main:574] : INFO : Epoch 1739 | loss: 0.0311438 | val_loss: 0.0311668 | Time: 2026.21 ms [2022-04-18 18:01:25 main:574] : INFO : Epoch 1740 | loss: 0.0311413 | val_loss: 0.0311709 | Time: 2021.7 ms [2022-04-18 18:01:27 main:574] : INFO : Epoch 1741 | loss: 0.0311409 | val_loss: 0.0311789 | Time: 2032.57 ms [2022-04-18 18:01:29 main:574] : INFO : Epoch 1742 | loss: 0.0311435 | val_loss: 0.0311703 | Time: 2025.4 ms [2022-04-18 18:01:31 main:574] : INFO : Epoch 1743 | loss: 0.0311415 | val_loss: 0.031171 | Time: 2011.79 ms [2022-04-18 18:01:33 main:574] : INFO : Epoch 1744 | loss: 0.0311434 | val_loss: 0.0311807 | Time: 2025.35 ms [2022-04-18 18:01:35 main:574] : INFO : Epoch 1745 | loss: 0.0311448 | val_loss: 0.0311773 | Time: 2019.31 ms [2022-04-18 18:01:37 main:574] : INFO : Epoch 1746 | loss: 0.0311442 | val_loss: 0.03118 | Time: 2028.48 ms [2022-04-18 18:01:40 main:574] : INFO : Epoch 1747 | loss: 0.0311469 | val_loss: 0.0311693 | Time: 2026.38 ms [2022-04-18 18:01:42 main:574] : INFO : Epoch 1748 | loss: 0.0311502 | val_loss: 0.0311755 | Time: 2022.31 ms [2022-04-18 18:01:44 main:574] : INFO : Epoch 1749 | loss: 0.0311493 | val_loss: 0.0311671 | Time: 2019.76 ms [2022-04-18 18:01:46 main:574] : INFO : Epoch 1750 | loss: 0.0311444 | val_loss: 0.0311661 | Time: 2022.41 ms [2022-04-18 18:01:48 main:574] : INFO : Epoch 1751 | loss: 0.0311476 | val_loss: 0.0311706 | Time: 2027.88 ms [2022-04-18 18:01:50 main:574] : INFO : Epoch 1752 | loss: 0.0311444 | val_loss: 0.0311684 | Time: 2020.53 ms [2022-04-18 18:01:52 main:574] : INFO : Epoch 1753 | loss: 0.0311434 | val_loss: 0.0311687 | Time: 2028.32 ms [2022-04-18 18:01:54 main:574] : INFO : Epoch 1754 | loss: 0.031146 | val_loss: 0.0311686 | Time: 2019.49 ms [2022-04-18 18:01:56 main:574] : INFO : Epoch 1755 | loss: 0.0311447 | val_loss: 0.0311685 | Time: 2018.01 ms [2022-04-18 18:01:58 main:574] : INFO : Epoch 1756 | loss: 0.0311424 | val_loss: 0.0311746 | Time: 2023.47 ms [2022-04-18 18:02:00 main:574] : INFO : Epoch 1757 | loss: 0.0311414 | val_loss: 0.0311712 | Time: 2020.88 ms [2022-04-18 18:02:02 main:574] : INFO : Epoch 1758 | loss: 0.0311413 | val_loss: 0.0311696 | Time: 2028.39 ms [2022-04-18 18:02:04 main:574] : INFO : Epoch 1759 | loss: 0.0311415 | val_loss: 0.0311718 | Time: 2050.36 ms [2022-04-18 18:02:06 main:574] : INFO : Epoch 1760 | loss: 0.0311399 | val_loss: 0.0311691 | Time: 2030.62 ms [2022-04-18 18:02:08 main:574] : INFO : Epoch 1761 | loss: 0.0311412 | val_loss: 0.0311706 | Time: 2027.85 ms [2022-04-18 18:02:11 main:574] : INFO : Epoch 1762 | loss: 0.0311409 | val_loss: 0.0311712 | Time: 2023.43 ms [2022-04-18 18:02:13 main:574] : INFO : Epoch 1763 | loss: 0.0311418 | val_loss: 0.0311693 | Time: 2030 ms [2022-04-18 18:02:15 main:574] : INFO : Epoch 1764 | loss: 0.0311432 | val_loss: 0.0311705 | Time: 2023.06 ms [2022-04-18 18:02:17 main:574] : INFO : Epoch 1765 | loss: 0.0311425 | val_loss: 0.0311696 | Time: 2028.4 ms [2022-04-18 18:02:19 main:574] : INFO : Epoch 1766 | loss: 0.0311417 | val_loss: 0.0311699 | Time: 2022.52 ms [2022-04-18 18:02:21 main:574] : INFO : Epoch 1767 | loss: 0.0311425 | val_loss: 0.0311682 | Time: 2026.74 ms [2022-04-18 18:02:23 main:574] : INFO : Epoch 1768 | loss: 0.0311422 | val_loss: 0.0311792 | Time: 2025.27 ms [2022-04-18 18:02:25 main:574] : INFO : Epoch 1769 | loss: 0.0311492 | val_loss: 0.0311636 | Time: 2017.61 ms [2022-04-18 18:02:27 main:574] : INFO : Epoch 1770 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 2015.28 ms [2022-04-18 18:02:29 main:574] : INFO : Epoch 1771 | loss: 0.0311498 | val_loss: 0.0311635 | Time: 2020.48 ms [2022-04-18 18:02:31 main:574] : INFO : Epoch 1772 | loss: 0.0311492 | val_loss: 0.031167 | Time: 2020.5 ms [2022-04-18 18:02:33 main:574] : INFO : Epoch 1773 | loss: 0.0311472 | val_loss: 0.0311643 | Time: 2020.89 ms [2022-04-18 18:02:35 main:574] : INFO : Epoch 1774 | loss: 0.0311474 | val_loss: 0.0311671 | Time: 2011.26 ms [2022-04-18 18:02:37 main:574] : INFO : Epoch 1775 | loss: 0.0311473 | val_loss: 0.0311678 | Time: 2026.78 ms [2022-04-18 18:02:39 main:574] : INFO : Epoch 1776 | loss: 0.0311449 | val_loss: 0.0311666 | Time: 2020.41 ms [2022-04-18 18:02:42 main:574] : INFO : Epoch 1777 | loss: 0.0311442 | val_loss: 0.0311678 | Time: 2026.19 ms [2022-04-18 18:02:44 main:574] : INFO : Epoch 1778 | loss: 0.0311478 | val_loss: 0.0311705 | Time: 2021.49 ms [2022-04-18 18:02:46 main:574] : INFO : Epoch 1779 | loss: 0.0311454 | val_loss: 0.0311665 | Time: 2027.35 ms [2022-04-18 18:02:48 main:574] : INFO : Epoch 1780 | loss: 0.0311439 | val_loss: 0.0311682 | Time: 2023.46 ms [2022-04-18 18:02:50 main:574] : INFO : Epoch 1781 | loss: 0.0311425 | val_loss: 0.031168 | Time: 2030.66 ms [2022-04-18 18:02:52 main:574] : INFO : Epoch 1782 | loss: 0.0311413 | val_loss: 0.0311638 | Time: 2021.61 ms [2022-04-18 18:02:54 main:574] : INFO : Epoch 1783 | loss: 0.0311404 | val_loss: 0.031164 | Time: 2021.48 ms [2022-04-18 18:02:56 main:574] : INFO : Epoch 1784 | loss: 0.031141 | val_loss: 0.0311647 | Time: 2029.16 ms [2022-04-18 18:02:58 main:574] : INFO : Epoch 1785 | loss: 0.0311397 | val_loss: 0.031174 | Time: 2035.24 ms [2022-04-18 18:03:00 main:574] : INFO : Epoch 1786 | loss: 0.0311399 | val_loss: 0.0311754 | Time: 2017.75 ms [2022-04-18 18:03:02 main:574] : INFO : Epoch 1787 | loss: 0.031143 | val_loss: 0.0311675 | Time: 2029.24 ms [2022-04-18 18:03:04 main:574] : INFO : Epoch 1788 | loss: 0.0311436 | val_loss: 0.0311681 | Time: 2013.51 ms [2022-04-18 18:03:06 main:574] : INFO : Epoch 1789 | loss: 0.0311412 | val_loss: 0.0311655 | Time: 2025.79 ms [2022-04-18 18:03:08 main:574] : INFO : Epoch 1790 | loss: 0.03114 | val_loss: 0.0311676 | Time: 2021.54 ms [2022-04-18 18:03:10 main:574] : INFO : Epoch 1791 | loss: 0.0311397 | val_loss: 0.0311658 | Time: 2032.33 ms [2022-04-18 18:03:13 main:574] : INFO : Epoch 1792 | loss: 0.03114 | val_loss: 0.03117 | Time: 2019.81 ms [2022-04-18 18:03:15 main:574] : INFO : Epoch 1793 | loss: 0.0311412 | val_loss: 0.0311702 | Time: 2030.49 ms [2022-04-18 18:03:17 main:574] : INFO : Epoch 1794 | loss: 0.0311433 | val_loss: 0.031173 | Time: 2017.92 ms [2022-04-18 18:03:19 main:574] : INFO : Epoch 1795 | loss: 0.0311455 | val_loss: 0.0311748 | Time: 2028.29 ms [2022-04-18 18:03:21 main:574] : INFO : Epoch 1796 | loss: 0.0311479 | val_loss: 0.031171 | Time: 2016.13 ms [2022-04-18 18:03:23 main:574] : INFO : Epoch 1797 | loss: 0.0311478 | val_loss: 0.0311757 | Time: 2031.74 ms [2022-04-18 18:03:25 main:574] : INFO : Epoch 1798 | loss: 0.0311464 | val_loss: 0.0311727 | Time: 2017.5 ms [2022-04-18 18:03:27 main:574] : INFO : Epoch 1799 | loss: 0.0311457 | val_loss: 0.0311701 | Time: 2025.52 ms [2022-04-18 18:03:29 main:574] : INFO : Epoch 1800 | loss: 0.0311445 | val_loss: 0.0311746 | Time: 2026.63 ms [2022-04-18 18:03:31 main:574] : INFO : Epoch 1801 | loss: 0.0311445 | val_loss: 0.0311671 | Time: 2028.39 ms [2022-04-18 18:03:33 main:574] : INFO : Epoch 1802 | loss: 0.0311452 | val_loss: 0.0311725 | Time: 2021.92 ms [2022-04-18 18:03:35 main:574] : INFO : Epoch 1803 | loss: 0.0311433 | val_loss: 0.0311681 | Time: 2024.51 ms [2022-04-18 18:03:37 main:574] : INFO : Epoch 1804 | loss: 0.031147 | val_loss: 0.0311708 | Time: 2031.1 ms [2022-04-18 18:03:40 main:574] : INFO : Epoch 1805 | loss: 0.0311473 | val_loss: 0.0311689 | Time: 2034.56 ms [2022-04-18 18:03:42 main:574] : INFO : Epoch 1806 | loss: 0.0311452 | val_loss: 0.0311734 | Time: 2057.02 ms [2022-04-18 18:03:44 main:574] : INFO : Epoch 1807 | loss: 0.0311443 | val_loss: 0.0311689 | Time: 2105.86 ms [2022-04-18 18:03:46 main:574] : INFO : Epoch 1808 | loss: 0.0311421 | val_loss: 0.0311673 | Time: 2112.25 ms [2022-04-18 18:03:48 main:574] : INFO : Epoch 1809 | loss: 0.0311466 | val_loss: 0.0311734 | Time: 2136.47 ms [2022-04-18 18:03:50 main:574] : INFO : Epoch 1810 | loss: 0.0311453 | val_loss: 0.0311715 | Time: 2026 ms [2022-04-18 18:03:52 main:574] : INFO : Epoch 1811 | loss: 0.0311434 | val_loss: 0.0311753 | Time: 2024.98 ms [2022-04-18 18:03:54 main:574] : INFO : Epoch 1812 | loss: 0.0311436 | val_loss: 0.0311724 | Time: 2033.72 ms [2022-04-18 18:03:56 main:574] : INFO : Epoch 1813 | loss: 0.0311443 | val_loss: 0.0311683 | Time: 2022.27 ms [2022-04-18 18:03:59 main:574] : INFO : Epoch 1814 | loss: 0.0311422 | val_loss: 0.0311734 | Time: 2024.5 ms [2022-04-18 18:04:01 main:574] : INFO : Epoch 1815 | loss: 0.0311418 | val_loss: 0.0311793 | Time: 2018.02 ms [2022-04-18 18:04:03 main:574] : INFO : Epoch 1816 | loss: 0.0311423 | val_loss: 0.0311673 | Time: 2023.27 ms [2022-04-18 18:04:05 main:574] : INFO : Epoch 1817 | loss: 0.0311423 | val_loss: 0.0311725 | Time: 2040.84 ms [2022-04-18 18:04:07 main:574] : INFO : Epoch 1818 | loss: 0.0311481 | val_loss: 0.0312082 | Time: 2028.36 ms [2022-04-18 18:04:09 main:574] : INFO : Epoch 1819 | loss: 0.0327979 | val_loss: 0.0331623 | Time: 2027.01 ms [2022-04-18 18:04:11 main:574] : INFO : Epoch 1820 | loss: 0.0353245 | val_loss: 0.0322664 | Time: 2027.48 ms [2022-04-18 18:04:13 main:574] : INFO : Epoch 1821 | loss: 0.0316766 | val_loss: 0.0314558 | Time: 2021.19 ms [2022-04-18 18:04:15 main:574] : INFO : Epoch 1822 | loss: 0.0312723 | val_loss: 0.0312004 | Time: 2022.03 ms [2022-04-18 18:04:17 main:574] : INFO : Epoch 1823 | loss: 0.0311846 | val_loss: 0.0311738 | Time: 2023 ms [2022-04-18 18:04:19 main:574] : INFO : Epoch 1824 | loss: 0.031167 | val_loss: 0.031168 | Time: 2027 ms [2022-04-18 18:04:21 main:574] : INFO : Epoch 1825 | loss: 0.0311627 | val_loss: 0.0311661 | Time: 2024.17 ms [2022-04-18 18:04:23 main:574] : INFO : Epoch 1826 | loss: 0.0311605 | val_loss: 0.0311628 | Time: 2022.58 ms [2022-04-18 18:04:25 main:574] : INFO : Epoch 1827 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 2026.02 ms [2022-04-18 18:04:28 main:574] : INFO : Epoch 1828 | loss: 0.0311607 | val_loss: 0.0311655 | Time: 2039.97 ms [2022-04-18 18:04:30 main:574] : INFO : Epoch 1829 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 2024.48 ms [2022-04-18 18:04:32 main:574] : INFO : Epoch 1830 | loss: 0.0311575 | val_loss: 0.0311677 | Time: 2032.69 ms [2022-04-18 18:04:34 main:574] : INFO : Epoch 1831 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 2021.95 ms [2022-04-18 18:04:36 main:574] : INFO : Epoch 1832 | loss: 0.0311516 | val_loss: 0.0311688 | Time: 2015.32 ms [2022-04-18 18:04:38 main:574] : INFO : Epoch 1833 | loss: 0.0311498 | val_loss: 0.031169 | Time: 2023.26 ms [2022-04-18 18:04:40 main:574] : INFO : Epoch 1834 | loss: 0.0311486 | val_loss: 0.031173 | Time: 2015.85 ms [2022-04-18 18:04:42 main:574] : INFO : Epoch 1835 | loss: 0.0311483 | val_loss: 0.0311684 | Time: 2027.62 ms [2022-04-18 18:04:44 main:574] : INFO : Epoch 1836 | loss: 0.0311477 | val_loss: 0.0311653 | Time: 2016.17 ms [2022-04-18 18:04:46 main:574] : INFO : Epoch 1837 | loss: 0.0311467 | val_loss: 0.0311731 | Time: 2023.1 ms [2022-04-18 18:04:48 main:574] : INFO : Epoch 1838 | loss: 0.0311458 | val_loss: 0.031169 | Time: 2025.26 ms [2022-04-18 18:04:50 main:574] : INFO : Epoch 1839 | loss: 0.0311454 | val_loss: 0.0311702 | Time: 2020.35 ms [2022-04-18 18:04:52 main:574] : INFO : Epoch 1840 | loss: 0.0311487 | val_loss: 0.0311664 | Time: 2017.27 ms [2022-04-18 18:04:54 main:574] : INFO : Epoch 1841 | loss: 0.03115 | val_loss: 0.0311697 | Time: 2030.08 ms [2022-04-18 18:04:56 main:574] : INFO : Epoch 1842 | loss: 0.0311479 | val_loss: 0.031174 | Time: 2019.79 ms [2022-04-18 18:04:59 main:574] : INFO : Epoch 1843 | loss: 0.0311481 | val_loss: 0.0311678 | Time: 2021.93 ms [2022-04-18 18:05:01 main:574] : INFO : Epoch 1844 | loss: 0.031147 | val_loss: 0.0311676 | Time: 2028.94 ms [2022-04-18 18:05:03 main:574] : INFO : Epoch 1845 | loss: 0.031147 | val_loss: 0.0311698 | Time: 2036.22 ms [2022-04-18 18:05:05 main:574] : INFO : Epoch 1846 | loss: 0.0311499 | val_loss: 0.0311685 | Time: 2014.61 ms [2022-04-18 18:05:07 main:574] : INFO : Epoch 1847 | loss: 0.03115 | val_loss: 0.0311665 | Time: 2034.04 ms [2022-04-18 18:05:09 main:574] : INFO : Epoch 1848 | loss: 0.0311481 | val_loss: 0.0311687 | Time: 2019.54 ms [2022-04-18 18:05:11 main:574] : INFO : Epoch 1849 | loss: 0.031148 | val_loss: 0.0311669 | Time: 2021.48 ms [2022-04-18 18:05:13 main:574] : INFO : Epoch 1850 | loss: 0.031147 | val_loss: 0.0311658 | Time: 2030.93 ms [2022-04-18 18:05:15 main:574] : INFO : Epoch 1851 | loss: 0.0311467 | val_loss: 0.0311648 | Time: 2088.07 ms [2022-04-18 18:05:17 main:574] : INFO : Epoch 1852 | loss: 0.0311458 | val_loss: 0.0311677 | Time: 2007.21 ms [2022-04-18 18:05:19 main:574] : INFO : Epoch 1853 | loss: 0.0311447 | val_loss: 0.0311726 | Time: 2032.81 ms [2022-04-18 18:05:21 main:574] : INFO : Epoch 1854 | loss: 0.0311467 | val_loss: 0.0311693 | Time: 2021.77 ms [2022-04-18 18:05:23 main:574] : INFO : Epoch 1855 | loss: 0.0311478 | val_loss: 0.0311729 | Time: 2025.29 ms [2022-04-18 18:05:25 main:574] : INFO : Epoch 1856 | loss: 0.0311486 | val_loss: 0.0311715 | Time: 2017.19 ms [2022-04-18 18:05:28 main:574] : INFO : Epoch 1857 | loss: 0.0311492 | val_loss: 0.0311697 | Time: 2019.15 ms [2022-04-18 18:05:30 main:574] : INFO : Epoch 1858 | loss: 0.0311462 | val_loss: 0.0311708 | Time: 2017.66 ms [2022-04-18 18:05:32 main:574] : INFO : Epoch 1859 | loss: 0.0311442 | val_loss: 0.0311705 | Time: 2028.38 ms [2022-04-18 18:05:34 main:574] : INFO : Epoch 1860 | loss: 0.0311437 | val_loss: 0.0311712 | Time: 2031.81 ms [2022-04-18 18:05:36 main:574] : INFO : Epoch 1861 | loss: 0.0311448 | val_loss: 0.0311741 | Time: 2002.46 ms [2022-04-18 18:05:38 main:574] : INFO : Epoch 1862 | loss: 0.0311448 | val_loss: 0.031175 | Time: 2035.63 ms [2022-04-18 18:05:40 main:574] : INFO : Epoch 1863 | loss: 0.0311427 | val_loss: 0.0311716 | Time: 2021.86 ms [2022-04-18 18:05:42 main:574] : INFO : Epoch 1864 | loss: 0.0311424 | val_loss: 0.0311689 | Time: 2025.4 ms [2022-04-18 18:05:44 main:574] : INFO : Epoch 1865 | loss: 0.0311418 | val_loss: 0.0311697 | Time: 2024.53 ms [2022-04-18 18:05:46 main:574] : INFO : Epoch 1866 | loss: 0.0311421 | val_loss: 0.031173 | Time: 2012.36 ms [2022-04-18 18:05:48 main:574] : INFO : Epoch 1867 | loss: 0.0311413 | val_loss: 0.0311723 | Time: 2024.87 ms [2022-04-18 18:05:50 main:574] : INFO : Epoch 1868 | loss: 0.0311422 | val_loss: 0.0311785 | Time: 2030.76 ms [2022-04-18 18:05:52 main:574] : INFO : Epoch 1869 | loss: 0.0311422 | val_loss: 0.0311758 | Time: 2034.7 ms [2022-04-18 18:05:54 main:574] : INFO : Epoch 1870 | loss: 0.0311431 | val_loss: 0.0311732 | Time: 2029.95 ms [2022-04-18 18:05:56 main:574] : INFO : Epoch 1871 | loss: 0.0311446 | val_loss: 0.031179 | Time: 2025.62 ms [2022-04-18 18:05:59 main:574] : INFO : Epoch 1872 | loss: 0.0311445 | val_loss: 0.0311743 | Time: 2023.58 ms [2022-04-18 18:06:01 main:574] : INFO : Epoch 1873 | loss: 0.0311438 | val_loss: 0.0311688 | Time: 2021.3 ms [2022-04-18 18:06:03 main:574] : INFO : Epoch 1874 | loss: 0.0311421 | val_loss: 0.0311705 | Time: 2027.78 ms [2022-04-18 18:06:05 main:574] : INFO : Epoch 1875 | loss: 0.0311423 | val_loss: 0.0311701 | Time: 2022.89 ms [2022-04-18 18:06:07 main:574] : INFO : Epoch 1876 | loss: 0.0311419 | val_loss: 0.0311688 | Time: 2025.23 ms [2022-04-18 18:06:09 main:574] : INFO : Epoch 1877 | loss: 0.0311415 | val_loss: 0.0311684 | Time: 2028.24 ms [2022-04-18 18:06:11 main:574] : INFO : Epoch 1878 | loss: 0.031141 | val_loss: 0.0311709 | Time: 2014.64 ms [2022-04-18 18:06:13 main:574] : INFO : Epoch 1879 | loss: 0.0311413 | val_loss: 0.0311696 | Time: 2028.88 ms [2022-04-18 18:06:15 main:574] : INFO : Epoch 1880 | loss: 0.0311397 | val_loss: 0.0311693 | Time: 2024.1 ms [2022-04-18 18:06:17 main:574] : INFO : Epoch 1881 | loss: 0.03114 | val_loss: 0.0311762 | Time: 2029.51 ms [2022-04-18 18:06:19 main:574] : INFO : Epoch 1882 | loss: 0.0311441 | val_loss: 0.0311738 | Time: 2047.27 ms [2022-04-18 18:06:21 main:574] : INFO : Epoch 1883 | loss: 0.0311509 | val_loss: 0.0311713 | Time: 2007.37 ms [2022-04-18 18:06:23 main:574] : INFO : Epoch 1884 | loss: 0.0311474 | val_loss: 0.0311654 | Time: 2021.86 ms [2022-04-18 18:06:25 main:574] : INFO : Epoch 1885 | loss: 0.0311463 | val_loss: 0.0311642 | Time: 2033.26 ms [2022-04-18 18:06:27 main:574] : INFO : Epoch 1886 | loss: 0.0311426 | val_loss: 0.0311694 | Time: 2023.49 ms [2022-04-18 18:06:30 main:574] : INFO : Epoch 1887 | loss: 0.0311408 | val_loss: 0.031172 | Time: 2021.35 ms [2022-04-18 18:06:32 main:574] : INFO : Epoch 1888 | loss: 0.0311399 | val_loss: 0.0311712 | Time: 2025.7 ms [2022-04-18 18:06:34 main:574] : INFO : Epoch 1889 | loss: 0.0311407 | val_loss: 0.0311743 | Time: 2021.9 ms [2022-04-18 18:06:36 main:574] : INFO : Epoch 1890 | loss: 0.0311408 | val_loss: 0.0311727 | Time: 2029.61 ms [2022-04-18 18:06:38 main:574] : INFO : Epoch 1891 | loss: 0.0311451 | val_loss: 0.0311699 | Time: 2031.12 ms [2022-04-18 18:06:40 main:574] : INFO : Epoch 1892 | loss: 0.0311447 | val_loss: 0.0311699 | Time: 2024.92 ms [2022-04-18 18:06:42 main:574] : INFO : Epoch 1893 | loss: 0.031142 | val_loss: 0.0311682 | Time: 2026.11 ms [2022-04-18 18:06:44 main:574] : INFO : Epoch 1894 | loss: 0.0311425 | val_loss: 0.0311677 | Time: 2030.13 ms [2022-04-18 18:06:46 main:574] : INFO : Epoch 1895 | loss: 0.031144 | val_loss: 0.0311665 | Time: 2025.62 ms [2022-04-18 18:06:48 main:574] : INFO : Epoch 1896 | loss: 0.0311441 | val_loss: 0.0311675 | Time: 2016.16 ms [2022-04-18 18:06:50 main:574] : INFO : Epoch 1897 | loss: 0.0311412 | val_loss: 0.031164 | Time: 2024.11 ms [2022-04-18 18:06:52 main:574] : INFO : Epoch 1898 | loss: 0.031141 | val_loss: 0.0311687 | Time: 2026.1 ms [2022-04-18 18:06:54 main:574] : INFO : Epoch 1899 | loss: 0.0311446 | val_loss: 0.0311693 | Time: 2016.73 ms [2022-04-18 18:06:56 main:574] : INFO : Epoch 1900 | loss: 0.0311434 | val_loss: 0.0311658 | Time: 2039.11 ms [2022-04-18 18:06:59 main:574] : INFO : Epoch 1901 | loss: 0.0311412 | val_loss: 0.0311672 | Time: 2027.98 ms [2022-04-18 18:07:01 main:574] : INFO : Epoch 1902 | loss: 0.0311401 | val_loss: 0.0311692 | Time: 2021.15 ms [2022-04-18 18:07:03 main:574] : INFO : Epoch 1903 | loss: 0.0311399 | val_loss: 0.031171 | Time: 2023.45 ms [2022-04-18 18:07:05 main:574] : INFO : Epoch 1904 | loss: 0.0311416 | val_loss: 0.0311723 | Time: 2048.59 ms [2022-04-18 18:07:07 main:574] : INFO : Epoch 1905 | loss: 0.0311389 | val_loss: 0.0311716 | Time: 2051.57 ms [2022-04-18 18:07:09 main:574] : INFO : Epoch 1906 | loss: 0.0311391 | val_loss: 0.0311698 | Time: 2031.19 ms [2022-04-18 18:07:11 main:574] : INFO : Epoch 1907 | loss: 0.0311388 | val_loss: 0.0311705 | Time: 2026.97 ms [2022-04-18 18:07:13 main:574] : INFO : Epoch 1908 | loss: 0.0311401 | val_loss: 0.0311675 | Time: 2029.21 ms [2022-04-18 18:07:15 main:574] : INFO : Epoch 1909 | loss: 0.0311383 | val_loss: 0.0311658 | Time: 2019.8 ms [2022-04-18 18:07:17 main:574] : INFO : Epoch 1910 | loss: 0.0311365 | val_loss: 0.0311714 | Time: 2022.15 ms [2022-04-18 18:07:19 main:574] : INFO : Epoch 1911 | loss: 0.0311358 | val_loss: 0.0311684 | Time: 2009.78 ms [2022-04-18 18:07:21 main:574] : INFO : Epoch 1912 | loss: 0.031139 | val_loss: 0.0311737 | Time: 2021.16 ms [2022-04-18 18:07:23 main:574] : INFO : Epoch 1913 | loss: 0.0311387 | val_loss: 0.0311678 | Time: 2029.05 ms [2022-04-18 18:07:25 main:574] : INFO : Epoch 1914 | loss: 0.0311389 | val_loss: 0.031169 | Time: 2030.1 ms [2022-04-18 18:07:27 main:574] : INFO : Epoch 1915 | loss: 0.0311404 | val_loss: 0.0311698 | Time: 2026.49 ms [2022-04-18 18:07:30 main:574] : INFO : Epoch 1916 | loss: 0.0311397 | val_loss: 0.0311729 | Time: 2026.02 ms [2022-04-18 18:07:32 main:574] : INFO : Epoch 1917 | loss: 0.0311401 | val_loss: 0.0311675 | Time: 2019.09 ms [2022-04-18 18:07:34 main:574] : INFO : Epoch 1918 | loss: 0.0311387 | val_loss: 0.0311663 | Time: 2033.51 ms [2022-04-18 18:07:36 main:574] : INFO : Epoch 1919 | loss: 0.0311427 | val_loss: 0.0311669 | Time: 2017.23 ms [2022-04-18 18:07:38 main:574] : INFO : Epoch 1920 | loss: 0.0311435 | val_loss: 0.0311705 | Time: 2024.17 ms [2022-04-18 18:07:40 main:574] : INFO : Epoch 1921 | loss: 0.0311419 | val_loss: 0.0311671 | Time: 2027.38 ms [2022-04-18 18:07:42 main:574] : INFO : Epoch 1922 | loss: 0.0311415 | val_loss: 0.0311694 | Time: 2021.69 ms [2022-04-18 18:07:44 main:574] : INFO : Epoch 1923 | loss: 0.03114 | val_loss: 0.0311694 | Time: 2016.42 ms [2022-04-18 18:07:46 main:574] : INFO : Epoch 1924 | loss: 0.0311383 | val_loss: 0.0311724 | Time: 2020.59 ms [2022-04-18 18:07:48 main:574] : INFO : Epoch 1925 | loss: 0.0311383 | val_loss: 0.0311707 | Time: 2023.83 ms [2022-04-18 18:07:50 main:574] : INFO : Epoch 1926 | loss: 0.0311378 | val_loss: 0.0311691 | Time: 2025.97 ms [2022-04-18 18:07:52 main:574] : INFO : Epoch 1927 | loss: 0.0311405 | val_loss: 0.0311741 | Time: 2013.84 ms [2022-04-18 18:07:54 main:574] : INFO : Epoch 1928 | loss: 0.0311416 | val_loss: 0.0311712 | Time: 2017.92 ms [2022-04-18 18:07:56 main:574] : INFO : Epoch 1929 | loss: 0.0311414 | val_loss: 0.0311694 | Time: 2028.72 ms [2022-04-18 18:07:59 main:574] : INFO : Epoch 1930 | loss: 0.0311397 | val_loss: 0.0311683 | Time: 2020.37 ms [2022-04-18 18:08:01 main:574] : INFO : Epoch 1931 | loss: 0.0311383 | val_loss: 0.0311666 | Time: 2013.36 ms [2022-04-18 18:08:03 main:574] : INFO : Epoch 1932 | loss: 0.0311382 | val_loss: 0.0311696 | Time: 2027.52 ms [2022-04-18 18:08:05 main:574] : INFO : Epoch 1933 | loss: 0.0311382 | val_loss: 0.0311699 | Time: 2017.53 ms [2022-04-18 18:08:07 main:574] : INFO : Epoch 1934 | loss: 0.0311378 | val_loss: 0.0311737 | Time: 2028.26 ms [2022-04-18 18:08:09 main:574] : INFO : Epoch 1935 | loss: 0.0311375 | val_loss: 0.031172 | Time: 2023.46 ms [2022-04-18 18:08:11 main:574] : INFO : Epoch 1936 | loss: 0.0311374 | val_loss: 0.0311738 | Time: 2025.14 ms [2022-04-18 18:08:13 main:574] : INFO : Epoch 1937 | loss: 0.0311372 | val_loss: 0.0311732 | Time: 2031.37 ms [2022-04-18 18:08:15 main:574] : INFO : Epoch 1938 | loss: 0.0311376 | val_loss: 0.0311725 | Time: 2026.63 ms [2022-04-18 18:08:17 main:574] : INFO : Epoch 1939 | loss: 0.0311355 | val_loss: 0.0311708 | Time: 2022.13 ms [2022-04-18 18:08:19 main:574] : INFO : Epoch 1940 | loss: 0.0311343 | val_loss: 0.0311709 | Time: 2013.33 ms [2022-04-18 18:08:21 main:574] : INFO : Epoch 1941 | loss: 0.0311351 | val_loss: 0.0311716 | Time: 2024.87 ms [2022-04-18 18:08:23 main:574] : INFO : Epoch 1942 | loss: 0.031136 | val_loss: 0.0311676 | Time: 2023 ms [2022-04-18 18:08:25 main:574] : INFO : Epoch 1943 | loss: 0.031135 | val_loss: 0.03117 | Time: 2027.04 ms [2022-04-18 18:08:28 main:574] : INFO : Epoch 1944 | loss: 0.0311354 | val_loss: 0.03117 | Time: 2024.63 ms [2022-04-18 18:08:30 main:574] : INFO : Epoch 1945 | loss: 0.0311338 | val_loss: 0.0311762 | Time: 2029.55 ms [2022-04-18 18:08:32 main:574] : INFO : Epoch 1946 | loss: 0.0311333 | val_loss: 0.0311798 | Time: 2021.87 ms [2022-04-18 18:08:34 main:574] : INFO : Epoch 1947 | loss: 0.0311335 | val_loss: 0.0311729 | Time: 2028.33 ms [2022-04-18 18:08:36 main:574] : INFO : Epoch 1948 | loss: 0.0311331 | val_loss: 0.0311756 | Time: 2011.77 ms [2022-04-18 18:08:38 main:574] : INFO : Epoch 1949 | loss: 0.0311323 | val_loss: 0.0311715 | Time: 2024.7 ms [2022-04-18 18:08:40 main:574] : INFO : Epoch 1950 | loss: 0.0311338 | val_loss: 0.0311739 | Time: 2029.6 ms [2022-04-18 18:08:42 main:574] : INFO : Epoch 1951 | loss: 0.0311333 | val_loss: 0.0311704 | Time: 2015.76 ms [2022-04-18 18:08:44 main:574] : INFO : Epoch 1952 | loss: 0.031132 | val_loss: 0.031176 | Time: 2027.31 ms [2022-04-18 18:08:46 main:574] : INFO : Epoch 1953 | loss: 0.0311348 | val_loss: 0.0311765 | Time: 2029.77 ms [2022-04-18 18:08:48 main:574] : INFO : Epoch 1954 | loss: 0.031133 | val_loss: 0.0311769 | Time: 2024.5 ms [2022-04-18 18:08:50 main:574] : INFO : Epoch 1955 | loss: 0.0311343 | val_loss: 0.0311691 | Time: 2021.55 ms [2022-04-18 18:08:52 main:574] : INFO : Epoch 1956 | loss: 0.0311352 | val_loss: 0.0311702 | Time: 2029.63 ms [2022-04-18 18:08:54 main:574] : INFO : Epoch 1957 | loss: 0.0311361 | val_loss: 0.0311732 | Time: 2029.48 ms [2022-04-18 18:08:57 main:574] : INFO : Epoch 1958 | loss: 0.0311353 | val_loss: 0.0311754 | Time: 2035.47 ms [2022-04-18 18:08:59 main:574] : INFO : Epoch 1959 | loss: 0.031132 | val_loss: 0.0311718 | Time: 2035.17 ms [2022-04-18 18:09:01 main:574] : INFO : Epoch 1960 | loss: 0.0311342 | val_loss: 0.0311714 | Time: 2018.27 ms [2022-04-18 18:09:03 main:574] : INFO : Epoch 1961 | loss: 0.0311341 | val_loss: 0.0311727 | Time: 2020.41 ms [2022-04-18 18:09:05 main:574] : INFO : Epoch 1962 | loss: 0.0311338 | val_loss: 0.0311695 | Time: 2024.22 ms [2022-04-18 18:09:07 main:574] : INFO : Epoch 1963 | loss: 0.0311333 | val_loss: 0.0311679 | Time: 2009.14 ms [2022-04-18 18:09:09 main:574] : INFO : Epoch 1964 | loss: 0.0311325 | val_loss: 0.031172 | Time: 2024.93 ms [2022-04-18 18:09:11 main:574] : INFO : Epoch 1965 | loss: 0.031133 | val_loss: 0.0311703 | Time: 2034.64 ms [2022-04-18 18:09:13 main:574] : INFO : Epoch 1966 | loss: 0.0311329 | val_loss: 0.0311679 | Time: 2024.52 ms [2022-04-18 18:09:15 main:574] : INFO : Epoch 1967 | loss: 0.031133 | val_loss: 0.0311769 | Time: 2020.42 ms [2022-04-18 18:09:17 main:574] : INFO : Epoch 1968 | loss: 0.0311324 | val_loss: 0.0311743 | Time: 2028.47 ms [2022-04-18 18:09:19 main:574] : INFO : Epoch 1969 | loss: 0.0311306 | val_loss: 0.0311752 | Time: 2025.47 ms [2022-04-18 18:09:21 main:574] : INFO : Epoch 1970 | loss: 0.0311312 | val_loss: 0.0311722 | Time: 2030.31 ms [2022-04-18 18:09:23 main:574] : INFO : Epoch 1971 | loss: 0.0311301 | val_loss: 0.031173 | Time: 2021.59 ms [2022-04-18 18:09:25 main:574] : INFO : Epoch 1972 | loss: 0.0311311 | val_loss: 0.0311734 | Time: 2025.86 ms [2022-04-18 18:09:28 main:574] : INFO : Epoch 1973 | loss: 0.0311339 | val_loss: 0.0311702 | Time: 2020.18 ms [2022-04-18 18:09:30 main:574] : INFO : Epoch 1974 | loss: 0.0311332 | val_loss: 0.031173 | Time: 2023.47 ms [2022-04-18 18:09:32 main:574] : INFO : Epoch 1975 | loss: 0.0311331 | val_loss: 0.0311723 | Time: 2020.21 ms [2022-04-18 18:09:34 main:574] : INFO : Epoch 1976 | loss: 0.0311335 | val_loss: 0.0311751 | Time: 2022.64 ms [2022-04-18 18:09:36 main:574] : INFO : Epoch 1977 | loss: 0.031135 | val_loss: 0.0311715 | Time: 2018.25 ms [2022-04-18 18:09:38 main:574] : INFO : Epoch 1978 | loss: 0.0311336 | val_loss: 0.0311738 | Time: 2019.77 ms [2022-04-18 18:09:40 main:574] : INFO : Epoch 1979 | loss: 0.0311377 | val_loss: 0.0311785 | Time: 2031.66 ms [2022-04-18 18:09:42 main:574] : INFO : Epoch 1980 | loss: 0.0311352 | val_loss: 0.0311681 | Time: 2027.98 ms [2022-04-18 18:09:44 main:574] : INFO : Epoch 1981 | loss: 0.0311346 | val_loss: 0.031172 | Time: 2034.9 ms [2022-04-18 18:09:46 main:574] : INFO : Epoch 1982 | loss: 0.0311345 | val_loss: 0.0311698 | Time: 2018.08 ms [2022-04-18 18:09:48 main:574] : INFO : Epoch 1983 | loss: 0.0311333 | val_loss: 0.031172 | Time: 2020.98 ms [2022-04-18 18:09:50 main:574] : INFO : Epoch 1984 | loss: 0.031134 | val_loss: 0.031174 | Time: 2010.73 ms [2022-04-18 18:09:52 main:574] : INFO : Epoch 1985 | loss: 0.0311325 | val_loss: 0.031176 | Time: 2036.36 ms [2022-04-18 18:09:54 main:574] : INFO : Epoch 1986 | loss: 0.0311327 | val_loss: 0.0311737 | Time: 2024.64 ms [2022-04-18 18:09:56 main:574] : INFO : Epoch 1987 | loss: 0.0311313 | val_loss: 0.0311778 | Time: 2028.72 ms [2022-04-18 18:09:59 main:574] : INFO : Epoch 1988 | loss: 0.03113 | val_loss: 0.0311808 | Time: 2033.21 ms [2022-04-18 18:10:01 main:574] : INFO : Epoch 1989 | loss: 0.0311301 | val_loss: 0.0311776 | Time: 2015.08 ms [2022-04-18 18:10:03 main:574] : INFO : Epoch 1990 | loss: 0.0311304 | val_loss: 0.0311775 | Time: 2029.61 ms [2022-04-18 18:10:05 main:574] : INFO : Epoch 1991 | loss: 0.0311318 | val_loss: 0.0311784 | Time: 2020.84 ms [2022-04-18 18:10:07 main:574] : INFO : Epoch 1992 | loss: 0.0311334 | val_loss: 0.0311713 | Time: 2021.57 ms [2022-04-18 18:10:09 main:574] : INFO : Epoch 1993 | loss: 0.0311327 | val_loss: 0.0311741 | Time: 2024.89 ms [2022-04-18 18:10:11 main:574] : INFO : Epoch 1994 | loss: 0.0311313 | val_loss: 0.0311703 | Time: 2035.84 ms [2022-04-18 18:10:13 main:574] : INFO : Epoch 1995 | loss: 0.0311321 | val_loss: 0.0311732 | Time: 2018 ms [2022-04-18 18:10:15 main:574] : INFO : Epoch 1996 | loss: 0.0311311 | val_loss: 0.0311747 | Time: 2018.89 ms [2022-04-18 18:10:17 main:574] : INFO : Epoch 1997 | loss: 0.0311326 | val_loss: 0.0311706 | Time: 2025.33 ms [2022-04-18 18:10:19 main:574] : INFO : Epoch 1998 | loss: 0.0311325 | val_loss: 0.0311707 | Time: 2028.47 ms [2022-04-18 18:10:21 main:574] : INFO : Epoch 1999 | loss: 0.0311324 | val_loss: 0.0311728 | Time: 2026.95 ms [2022-04-18 18:10:23 main:574] : INFO : Epoch 2000 | loss: 0.0311303 | val_loss: 0.0311759 | Time: 2020.53 ms [2022-04-18 18:10:25 main:574] : INFO : Epoch 2001 | loss: 0.0311284 | val_loss: 0.0311758 | Time: 2031.85 ms [2022-04-18 18:10:27 main:574] : INFO : Epoch 2002 | loss: 0.03113 | val_loss: 0.0311807 | Time: 2033.56 ms [2022-04-18 18:10:30 main:574] : INFO : Epoch 2003 | loss: 0.0311308 | val_loss: 0.0311817 | Time: 2020.97 ms [2022-04-18 18:10:32 main:574] : INFO : Epoch 2004 | loss: 0.0311304 | val_loss: 0.0311733 | Time: 2027.21 ms [2022-04-18 18:10:34 main:574] : INFO : Epoch 2005 | loss: 0.0311302 | val_loss: 0.0311711 | Time: 2028.12 ms [2022-04-18 18:10:36 main:574] : INFO : Epoch 2006 | loss: 0.0311326 | val_loss: 0.031175 | Time: 2014.28 ms [2022-04-18 18:10:38 main:574] : INFO : Epoch 2007 | loss: 0.0311339 | val_loss: 0.0311751 | Time: 2026.07 ms [2022-04-18 18:10:40 main:574] : INFO : Epoch 2008 | loss: 0.0311325 | val_loss: 0.0311705 | Time: 2020.33 ms [2022-04-18 18:10:42 main:574] : INFO : Epoch 2009 | loss: 0.0311335 | val_loss: 0.0311783 | Time: 2031.17 ms [2022-04-18 18:10:44 main:574] : INFO : Epoch 2010 | loss: 0.0311329 | val_loss: 0.0311754 | Time: 2020.13 ms [2022-04-18 18:10:46 main:574] : INFO : Epoch 2011 | loss: 0.0311319 | val_loss: 0.031172 | Time: 2015.77 ms [2022-04-18 18:10:48 main:574] : INFO : Epoch 2012 | loss: 0.0311333 | val_loss: 0.0311805 | Time: 2031.71 ms [2022-04-18 18:10:50 main:574] : INFO : Epoch 2013 | loss: 0.0311345 | val_loss: 0.0311709 | Time: 2019.86 ms [2022-04-18 18:10:52 main:574] : INFO : Epoch 2014 | loss: 0.0311352 | val_loss: 0.0311836 | Time: 2026.52 ms [2022-04-18 18:10:54 main:574] : INFO : Epoch 2015 | loss: 0.0311371 | val_loss: 0.0311834 | Time: 2027.62 ms [2022-04-18 18:10:57 main:574] : INFO : Epoch 2016 | loss: 0.0311361 | val_loss: 0.0311769 | Time: 2028.7 ms [2022-04-18 18:10:59 main:574] : INFO : Epoch 2017 | loss: 0.0311333 | val_loss: 0.0311766 | Time: 2025.15 ms [2022-04-18 18:11:01 main:574] : INFO : Epoch 2018 | loss: 0.0311333 | val_loss: 0.0311779 | Time: 2030.27 ms [2022-04-18 18:11:03 main:574] : INFO : Epoch 2019 | loss: 0.031134 | val_loss: 0.0311783 | Time: 2026.93 ms [2022-04-18 18:11:05 main:574] : INFO : Epoch 2020 | loss: 0.0311333 | val_loss: 0.031184 | Time: 2028.58 ms [2022-04-18 18:11:07 main:574] : INFO : Epoch 2021 | loss: 0.0311318 | val_loss: 0.0311824 | Time: 2029.86 ms [2022-04-18 18:11:09 main:574] : INFO : Epoch 2022 | loss: 0.0311308 | val_loss: 0.0311844 | Time: 2012.03 ms [2022-04-18 18:11:11 main:574] : INFO : Epoch 2023 | loss: 0.0311311 | val_loss: 0.0311742 | Time: 2019.29 ms [2022-04-18 18:11:13 main:574] : INFO : Epoch 2024 | loss: 0.0311318 | val_loss: 0.0311731 | Time: 2022.37 ms [2022-04-18 18:11:15 main:574] : INFO : Epoch 2025 | loss: 0.031134 | val_loss: 0.0311791 | Time: 2018.39 ms [2022-04-18 18:11:17 main:574] : INFO : Epoch 2026 | loss: 0.0311355 | val_loss: 0.0311775 | Time: 2017.88 ms [2022-04-18 18:11:19 main:574] : INFO : Epoch 2027 | loss: 0.0311389 | val_loss: 0.0311792 | Time: 2024.14 ms [2022-04-18 18:11:21 main:574] : INFO : Epoch 2028 | loss: 0.0311374 | val_loss: 0.031176 | Time: 2019.66 ms [2022-04-18 18:11:23 main:574] : INFO : Epoch 2029 | loss: 0.0311348 | val_loss: 0.0311764 | Time: 2025.81 ms [2022-04-18 18:11:25 main:574] : INFO : Epoch 2030 | loss: 0.0311313 | val_loss: 0.0311797 | Time: 2024.67 ms [2022-04-18 18:11:27 main:574] : INFO : Epoch 2031 | loss: 0.031135 | val_loss: 0.031179 | Time: 2013.64 ms [2022-04-18 18:11:30 main:574] : INFO : Epoch 2032 | loss: 0.0311345 | val_loss: 0.0311771 | Time: 2022.54 ms [2022-04-18 18:11:32 main:574] : INFO : Epoch 2033 | loss: 0.0311324 | val_loss: 0.0311796 | Time: 2020.51 ms [2022-04-18 18:11:34 main:574] : INFO : Epoch 2034 | loss: 0.0311414 | val_loss: 0.0311727 | Time: 2029.85 ms [2022-04-18 18:11:36 main:574] : INFO : Epoch 2035 | loss: 0.0311434 | val_loss: 0.0311729 | Time: 2030.9 ms [2022-04-18 18:11:38 main:574] : INFO : Epoch 2036 | loss: 0.0311393 | val_loss: 0.0311765 | Time: 2017.96 ms [2022-04-18 18:11:40 main:574] : INFO : Epoch 2037 | loss: 0.0311366 | val_loss: 0.0311813 | Time: 2031.68 ms [2022-04-18 18:11:42 main:574] : INFO : Epoch 2038 | loss: 0.0311342 | val_loss: 0.0311807 | Time: 2014.55 ms [2022-04-18 18:11:44 main:574] : INFO : Epoch 2039 | loss: 0.0311321 | val_loss: 0.0311796 | Time: 2034.33 ms [2022-04-18 18:11:46 main:574] : INFO : Epoch 2040 | loss: 0.0311329 | val_loss: 0.0311827 | Time: 2016.3 ms [2022-04-18 18:11:48 main:574] : INFO : Epoch 2041 | loss: 0.0311341 | val_loss: 0.0311725 | Time: 2010.79 ms [2022-04-18 18:11:50 main:574] : INFO : Epoch 2042 | loss: 0.0311362 | val_loss: 0.031179 | Time: 2035.75 ms [2022-04-18 18:11:52 main:574] : INFO : Epoch 2043 | loss: 0.0311365 | val_loss: 0.0311839 | Time: 2023.8 ms [2022-04-18 18:11:54 main:574] : INFO : Epoch 2044 | loss: 0.031135 | val_loss: 0.0311821 | Time: 2023.07 ms [2022-04-18 18:11:56 main:574] : INFO : Epoch 2045 | loss: 0.0311331 | val_loss: 0.0311769 | Time: 2027.5 ms [2022-04-18 18:11:59 main:574] : INFO : Epoch 2046 | loss: 0.0311309 | val_loss: 0.0311778 | Time: 2023.52 ms [2022-04-18 18:12:01 main:574] : INFO : Epoch 2047 | loss: 0.0311319 | val_loss: 0.0311778 | Time: 2027.55 ms [2022-04-18 18:12:03 main:574] : INFO : Epoch 2048 | loss: 0.0311356 | val_loss: 0.0311814 | Time: 2020.26 ms [2022-04-18 18:12:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311814 [2022-04-18 18:12:03 main:603] : INFO : Saving end state to config to file [2022-04-18 18:12:03 main:608] : INFO : Success, exiting.. 18:12:03 (16948): 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)