Task 5153644
| Name | ParityModified-1617071587-22958-3_0 |
| Workunit | 3095732 |
| Created | 5 May 2021, 6:16:46 UTC |
| Sent | 14 May 2021, 10:48:35 UTC |
| Report deadline | 21 May 2021, 10:48:35 UTC |
| Received | 14 May 2021, 22:20:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6019 |
| Run time | 1 hours 0 min 59 sec |
| CPU time | 51 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,807.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311547 | val_loss: 0.0311697 | Time: 1696.5 ms
[2021-05-14 17:41:37 main:574] : INFO : Epoch 1543 | loss: 0.0311519 | val_loss: 0.0311702 | Time: 1678.47 ms
[2021-05-14 17:41:39 main:574] : INFO : Epoch 1544 | loss: 0.031151 | val_loss: 0.031167 | Time: 1699.22 ms
[2021-05-14 17:41:41 main:574] : INFO : Epoch 1545 | loss: 0.0311507 | val_loss: 0.0311677 | Time: 1681.1 ms
[2021-05-14 17:41:42 main:574] : INFO : Epoch 1546 | loss: 0.0311491 | val_loss: 0.0311692 | Time: 1697.16 ms
[2021-05-14 17:41:44 main:574] : INFO : Epoch 1547 | loss: 0.0311517 | val_loss: 0.0311649 | Time: 1697.34 ms
[2021-05-14 17:41:46 main:574] : INFO : Epoch 1548 | loss: 0.0311504 | val_loss: 0.0311679 | Time: 1689.84 ms
[2021-05-14 17:41:47 main:574] : INFO : Epoch 1549 | loss: 0.0311499 | val_loss: 0.0311715 | Time: 1695.45 ms
[2021-05-14 17:41:49 main:574] : INFO : Epoch 1550 | loss: 0.0311521 | val_loss: 0.0311652 | Time: 1679.9 ms
[2021-05-14 17:41:51 main:574] : INFO : Epoch 1551 | loss: 0.0311513 | val_loss: 0.0311656 | Time: 1687.7 ms
[2021-05-14 17:41:53 main:574] : INFO : Epoch 1552 | loss: 0.0311527 | val_loss: 0.0311694 | Time: 1690.93 ms
[2021-05-14 17:41:54 main:574] : INFO : Epoch 1553 | loss: 0.031153 | val_loss: 0.0311674 | Time: 1697.1 ms
[2021-05-14 17:41:56 main:574] : INFO : Epoch 1554 | loss: 0.0311531 | val_loss: 0.0311681 | Time: 1697.69 ms
[2021-05-14 17:41:58 main:574] : INFO : Epoch 1555 | loss: 0.0311554 | val_loss: 0.0311726 | Time: 1682.57 ms
[2021-05-14 17:41:59 main:574] : INFO : Epoch 1556 | loss: 0.0311522 | val_loss: 0.0311702 | Time: 1693.15 ms
[2021-05-14 17:42:01 main:574] : INFO : Epoch 1557 | loss: 0.0311516 | val_loss: 0.0311691 | Time: 1680.03 ms
[2021-05-14 17:42:03 main:574] : INFO : Epoch 1558 | loss: 0.0311515 | val_loss: 0.0311726 | Time: 1685.07 ms
[2021-05-14 17:42:05 main:574] : INFO : Epoch 1559 | loss: 0.0311529 | val_loss: 0.0311689 | Time: 1683.59 ms
[2021-05-14 17:42:06 main:574] : INFO : Epoch 1560 | loss: 0.0311529 | val_loss: 0.0311687 | Time: 1709.73 ms
[2021-05-14 17:42:08 main:574] : INFO : Epoch 1561 | loss: 0.0311532 | val_loss: 0.0311706 | Time: 1685.05 ms
[2021-05-14 17:42:10 main:574] : INFO : Epoch 1562 | loss: 0.0311524 | val_loss: 0.0311672 | Time: 1686.27 ms
[2021-05-14 17:42:11 main:574] : INFO : Epoch 1563 | loss: 0.0311505 | val_loss: 0.0311685 | Time: 1696.23 ms
[2021-05-14 17:42:13 main:574] : INFO : Epoch 1564 | loss: 0.0311519 | val_loss: 0.0311683 | Time: 1689.44 ms
[2021-05-14 17:42:15 main:574] : INFO : Epoch 1565 | loss: 0.0311531 | val_loss: 0.0311731 | Time: 1694.69 ms
[2021-05-14 17:42:16 main:574] : INFO : Epoch 1566 | loss: 0.0311505 | val_loss: 0.0311699 | Time: 1686.09 ms
[2021-05-14 17:42:18 main:574] : INFO : Epoch 1567 | loss: 0.031152 | val_loss: 0.0311745 | Time: 1698.02 ms
[2021-05-14 17:42:20 main:574] : INFO : Epoch 1568 | loss: 0.031149 | val_loss: 0.0311697 | Time: 1677.96 ms
[2021-05-14 17:42:22 main:574] : INFO : Epoch 1569 | loss: 0.0311482 | val_loss: 0.0311762 | Time: 1696.45 ms
[2021-05-14 17:42:23 main:574] : INFO : Epoch 1570 | loss: 0.0311499 | val_loss: 0.0311707 | Time: 1690.92 ms
[2021-05-14 17:42:25 main:574] : INFO : Epoch 1571 | loss: 0.0311473 | val_loss: 0.0311722 | Time: 1709.25 ms
[2021-05-14 17:42:27 main:574] : INFO : Epoch 1572 | loss: 0.0311487 | val_loss: 0.0311709 | Time: 1698.63 ms
[2021-05-14 17:42:28 main:574] : INFO : Epoch 1573 | loss: 0.0311499 | val_loss: 0.0311691 | Time: 1693.48 ms
[2021-05-14 17:42:30 main:574] : INFO : Epoch 1574 | loss: 0.03115 | val_loss: 0.0311711 | Time: 1687.26 ms
[2021-05-14 17:42:32 main:574] : INFO : Epoch 1575 | loss: 0.0311464 | val_loss: 0.031172 | Time: 1694.55 ms
[2021-05-14 17:42:34 main:574] : INFO : Epoch 1576 | loss: 0.0311466 | val_loss: 0.0311704 | Time: 1716.18 ms
[2021-05-14 17:42:35 main:574] : INFO : Epoch 1577 | loss: 0.0311481 | val_loss: 0.0311736 | Time: 1699.27 ms
[2021-05-14 17:42:37 main:574] : INFO : Epoch 1578 | loss: 0.0311473 | val_loss: 0.0311708 | Time: 1691.54 ms
[2021-05-14 17:42:39 main:574] : INFO : Epoch 1579 | loss: 0.0311495 | val_loss: 0.031173 | Time: 1689.43 ms
[2021-05-14 17:42:41 main:574] : INFO : Epoch 1580 | loss: 0.0311529 | val_loss: 0.0311729 | Time: 1699.57 ms
[2021-05-14 17:42:42 main:574] : INFO : Epoch 1581 | loss: 0.0311514 | val_loss: 0.0311688 | Time: 1692.31 ms
[2021-05-14 17:42:44 main:574] : INFO : Epoch 1582 | loss: 0.0311518 | val_loss: 0.0311694 | Time: 1682.78 ms
[2021-05-14 17:42:46 main:574] : INFO : Epoch 1583 | loss: 0.0311511 | val_loss: 0.0311754 | Time: 1694.98 ms
[2021-05-14 17:42:47 main:574] : INFO : Epoch 1584 | loss: 0.0311492 | val_loss: 0.0311714 | Time: 1685.19 ms
[2021-05-14 17:42:49 main:574] : INFO : Epoch 1585 | loss: 0.0311458 | val_loss: 0.0311709 | Time: 1695.47 ms
[2021-05-14 17:42:51 main:574] : INFO : Epoch 1586 | loss: 0.0311472 | val_loss: 0.0311733 | Time: 1686.62 ms
[2021-05-14 17:42:53 main:574] : INFO : Epoch 1587 | loss: 0.0311473 | val_loss: 0.0311764 | Time: 1692.3 ms
[2021-05-14 17:42:54 main:574] : INFO : Epoch 1588 | loss: 0.0311487 | val_loss: 0.0311677 | Time: 1683.37 ms
[2021-05-14 17:42:56 main:574] : INFO : Epoch 1589 | loss: 0.031147 | val_loss: 0.031173 | Time: 1705.98 ms
[2021-05-14 17:42:58 main:574] : INFO : Epoch 1590 | loss: 0.0311486 | val_loss: 0.0311697 | Time: 1684.91 ms
[2021-05-14 17:42:59 main:574] : INFO : Epoch 1591 | loss: 0.0311475 | val_loss: 0.0311691 | Time: 1688.98 ms
[2021-05-14 17:43:01 main:574] : INFO : Epoch 1592 | loss: 0.0311492 | val_loss: 0.0311721 | Time: 1687.41 ms
[2021-05-14 17:43:03 main:574] : INFO : Epoch 1593 | loss: 0.0311476 | val_loss: 0.0311716 | Time: 1680.84 ms
[2021-05-14 17:43:04 main:574] : INFO : Epoch 1594 | loss: 0.031146 | val_loss: 0.0311709 | Time: 1683.98 ms
[2021-05-14 17:43:06 main:574] : INFO : Epoch 1595 | loss: 0.0311455 | val_loss: 0.0311726 | Time: 1691.41 ms
[2021-05-14 17:43:08 main:574] : INFO : Epoch 1596 | loss: 0.0311519 | val_loss: 0.0311736 | Time: 1697.84 ms
[2021-05-14 17:43:10 main:574] : INFO : Epoch 1597 | loss: 0.031156 | val_loss: 0.0311739 | Time: 1687.9 ms
[2021-05-14 17:43:11 main:574] : INFO : Epoch 1598 | loss: 0.0311541 | val_loss: 0.0311752 | Time: 1687.77 ms
[2021-05-14 17:43:13 main:574] : INFO : Epoch 1599 | loss: 0.031157 | val_loss: 0.0311693 | Time: 1684.79 ms
[2021-05-14 17:43:15 main:574] : INFO : Epoch 1600 | loss: 0.0311555 | val_loss: 0.031171 | Time: 1682.83 ms
[2021-05-14 17:43:16 main:574] : INFO : Epoch 1601 | loss: 0.0311537 | val_loss: 0.0311687 | Time: 1688.7 ms
[2021-05-14 17:43:18 main:574] : INFO : Epoch 1602 | loss: 0.031155 | val_loss: 0.0311767 | Time: 1688.89 ms
[2021-05-14 17:43:20 main:574] : INFO : Epoch 1603 | loss: 0.0311539 | val_loss: 0.0311659 | Time: 1683.5 ms
[2021-05-14 17:43:22 main:574] : INFO : Epoch 1604 | loss: 0.0311491 | val_loss: 0.0311685 | Time: 1685.76 ms
[2021-05-14 17:43:23 main:574] : INFO : Epoch 1605 | loss: 0.0311489 | val_loss: 0.0311737 | Time: 1689.38 ms
[2021-05-14 17:43:25 main:574] : INFO : Epoch 1606 | loss: 0.0311519 | val_loss: 0.0311691 | Time: 1691.71 ms
[2021-05-14 17:43:27 main:574] : INFO : Epoch 1607 | loss: 0.0311497 | val_loss: 0.0311672 | Time: 1682.97 ms
[2021-05-14 17:43:28 main:574] : INFO : Epoch 1608 | loss: 0.0311498 | val_loss: 0.0311687 | Time: 1687.34 ms
[2021-05-14 17:43:30 main:574] : INFO : Epoch 1609 | loss: 0.0311501 | val_loss: 0.0311713 | Time: 1682.79 ms
[2021-05-14 17:43:32 main:574] : INFO : Epoch 1610 | loss: 0.0311485 | val_loss: 0.0311683 | Time: 1688.22 ms
[2021-05-14 17:43:34 main:574] : INFO : Epoch 1611 | loss: 0.0311504 | val_loss: 0.0311708 | Time: 1686.21 ms
[2021-05-14 17:43:35 main:574] : INFO : Epoch 1612 | loss: 0.0311489 | val_loss: 0.0311729 | Time: 1684.49 ms
[2021-05-14 17:43:37 main:574] : INFO : Epoch 1613 | loss: 0.0311484 | val_loss: 0.03117 | Time: 1688.5 ms
[2021-05-14 17:43:39 main:574] : INFO : Epoch 1614 | loss: 0.0311472 | val_loss: 0.031174 | Time: 1687.04 ms
[2021-05-14 17:43:40 main:574] : INFO : Epoch 1615 | loss: 0.0311482 | val_loss: 0.0311711 | Time: 1680.88 ms
[2021-05-14 17:43:42 main:574] : INFO : Epoch 1616 | loss: 0.0311485 | val_loss: 0.0311703 | Time: 1698.08 ms
[2021-05-14 17:43:44 main:574] : INFO : Epoch 1617 | loss: 0.0311488 | val_loss: 0.0311691 | Time: 1690.72 ms
[2021-05-14 17:43:46 main:574] : INFO : Epoch 1618 | loss: 0.0311508 | val_loss: 0.0311683 | Time: 1701.99 ms
[2021-05-14 17:43:47 main:574] : INFO : Epoch 1619 | loss: 0.0311488 | val_loss: 0.0311734 | Time: 1688.92 ms
[2021-05-14 17:43:49 main:574] : INFO : Epoch 1620 | loss: 0.0311491 | val_loss: 0.0311732 | Time: 1710.95 ms
[2021-05-14 17:43:51 main:574] : INFO : Epoch 1621 | loss: 0.0311475 | val_loss: 0.0311698 | Time: 1677.64 ms
[2021-05-14 17:43:52 main:574] : INFO : Epoch 1622 | loss: 0.0311495 | val_loss: 0.0311719 | Time: 1691.11 ms
[2021-05-14 17:43:54 main:574] : INFO : Epoch 1623 | loss: 0.0311521 | val_loss: 0.0311779 | Time: 1681.98 ms
[2021-05-14 17:43:56 main:574] : INFO : Epoch 1624 | loss: 0.031159 | val_loss: 0.0311819 | Time: 1689.97 ms
[2021-05-14 17:43:58 main:574] : INFO : Epoch 1625 | loss: 0.0311599 | val_loss: 0.031175 | Time: 1683.21 ms
[2021-05-14 17:43:59 main:574] : INFO : Epoch 1626 | loss: 0.0311624 | val_loss: 0.0311798 | Time: 1690.85 ms
[2021-05-14 17:44:01 main:574] : INFO : Epoch 1627 | loss: 0.0311656 | val_loss: 0.0311782 | Time: 1690.22 ms
[2021-05-14 17:44:03 main:574] : INFO : Epoch 1628 | loss: 0.03117 | val_loss: 0.0311804 | Time: 1694.75 ms
[2021-05-14 17:44:04 main:574] : INFO : Epoch 1629 | loss: 0.031171 | val_loss: 0.031176 | Time: 1688.57 ms
[2021-05-14 17:44:06 main:574] : INFO : Epoch 1630 | loss: 0.0311807 | val_loss: 0.0312309 | Time: 1688.69 ms
[2021-05-14 17:44:08 main:574] : INFO : Epoch 1631 | loss: 0.0327309 | val_loss: 0.0319734 | Time: 1690.43 ms
[2021-05-14 17:44:10 main:574] : INFO : Epoch 1632 | loss: 0.0320824 | val_loss: 0.0313584 | Time: 1694.26 ms
[2021-05-14 17:44:11 main:574] : INFO : Epoch 1633 | loss: 0.0313648 | val_loss: 0.0313139 | Time: 1692.24 ms
[2021-05-14 17:44:13 main:574] : INFO : Epoch 1634 | loss: 0.0312443 | val_loss: 0.0312172 | Time: 1691 ms
[2021-05-14 17:44:15 main:574] : INFO : Epoch 1635 | loss: 0.0312109 | val_loss: 0.0312007 | Time: 1676.75 ms
[2021-05-14 17:44:16 main:574] : INFO : Epoch 1636 | loss: 0.0312015 | val_loss: 0.0311969 | Time: 1696.16 ms
[2021-05-14 17:44:18 main:574] : INFO : Epoch 1637 | loss: 0.0311995 | val_loss: 0.0312036 | Time: 1680.75 ms
[2021-05-14 17:44:20 main:574] : INFO : Epoch 1638 | loss: 0.0311991 | val_loss: 0.0311938 | Time: 1693.98 ms
[2021-05-14 17:44:21 main:574] : INFO : Epoch 1639 | loss: 0.0311963 | val_loss: 0.0311942 | Time: 1683.65 ms
[2021-05-14 17:44:23 main:574] : INFO : Epoch 1640 | loss: 0.031195 | val_loss: 0.0311957 | Time: 1691.7 ms
[2021-05-14 17:44:25 main:574] : INFO : Epoch 1641 | loss: 0.0311979 | val_loss: 0.0311973 | Time: 1682.97 ms
[2021-05-14 17:44:27 main:574] : INFO : Epoch 1642 | loss: 0.0311962 | val_loss: 0.0312087 | Time: 1686.03 ms
[2021-05-14 17:44:28 main:574] : INFO : Epoch 1643 | loss: 0.0312045 | val_loss: 0.0311951 | Time: 1692.27 ms
[2021-05-14 17:44:30 main:574] : INFO : Epoch 1644 | loss: 0.0311994 | val_loss: 0.0311911 | Time: 1685.09 ms
[2021-05-14 17:44:32 main:574] : INFO : Epoch 1645 | loss: 0.0311931 | val_loss: 0.0311908 | Time: 1685.49 ms
[2021-05-14 17:44:33 main:574] : INFO : Epoch 1646 | loss: 0.0311928 | val_loss: 0.0311927 | Time: 1693.54 ms
[2021-05-14 17:44:35 main:574] : INFO : Epoch 1647 | loss: 0.0311929 | val_loss: 0.0311886 | Time: 1688.8 ms
[2021-05-14 17:44:37 main:574] : INFO : Epoch 1648 | loss: 0.0311929 | val_loss: 0.0311922 | Time: 1690.25 ms
[2021-05-14 17:44:39 main:574] : INFO : Epoch 1649 | loss: 0.0311933 | val_loss: 0.03119 | Time: 1687.52 ms
[2021-05-14 17:44:40 main:574] : INFO : Epoch 1650 | loss: 0.0311939 | val_loss: 0.0311932 | Time: 1690.57 ms
[2021-05-14 17:44:42 main:574] : INFO : Epoch 1651 | loss: 0.0311983 | val_loss: 0.0311894 | Time: 1693.7 ms
[2021-05-14 17:44:44 main:574] : INFO : Epoch 1652 | loss: 0.0311956 | val_loss: 0.0311899 | Time: 1683.19 ms
[2021-05-14 17:44:45 main:574] : INFO : Epoch 1653 | loss: 0.0311926 | val_loss: 0.0311898 | Time: 1687.07 ms
[2021-05-14 17:44:47 main:574] : INFO : Epoch 1654 | loss: 0.0311984 | val_loss: 0.0311949 | Time: 1681.85 ms
[2021-05-14 17:44:49 main:574] : INFO : Epoch 1655 | loss: 0.0311985 | val_loss: 0.0311889 | Time: 1686.69 ms
[2021-05-14 17:44:51 main:574] : INFO : Epoch 1656 | loss: 0.0311919 | val_loss: 0.0311937 | Time: 1689.4 ms
[2021-05-14 17:44:52 main:574] : INFO : Epoch 1657 | loss: 0.0311913 | val_loss: 0.0311878 | Time: 1692.75 ms
[2021-05-14 17:44:54 main:574] : INFO : Epoch 1658 | loss: 0.0311934 | val_loss: 0.0311874 | Time: 1688.88 ms
[2021-05-14 17:44:56 main:574] : INFO : Epoch 1659 | loss: 0.0311917 | val_loss: 0.0311881 | Time: 1692.77 ms
[2021-05-14 17:44:57 main:574] : INFO : Epoch 1660 | loss: 0.0311896 | val_loss: 0.0311948 | Time: 1695.56 ms
[2021-05-14 17:44:59 main:574] : INFO : Epoch 1661 | loss: 0.0311942 | val_loss: 0.0311872 | Time: 1682.55 ms
[2021-05-14 17:45:01 main:574] : INFO : Epoch 1662 | loss: 0.0311922 | val_loss: 0.031194 | Time: 1693.21 ms
[2021-05-14 17:45:03 main:574] : INFO : Epoch 1663 | loss: 0.0311915 | val_loss: 0.0311911 | Time: 1698.24 ms
[2021-05-14 17:45:04 main:574] : INFO : Epoch 1664 | loss: 0.0311914 | val_loss: 0.0311871 | Time: 1678.71 ms
[2021-05-14 17:45:06 main:574] : INFO : Epoch 1665 | loss: 0.0311897 | val_loss: 0.0311872 | Time: 1734.41 ms
[2021-05-14 17:45:08 main:574] : INFO : Epoch 1666 | loss: 0.0311919 | val_loss: 0.0311872 | Time: 1687.39 ms
[2021-05-14 17:45:09 main:574] : INFO : Epoch 1667 | loss: 0.0311974 | val_loss: 0.0312154 | Time: 1688.49 ms
[2021-05-14 17:45:11 main:574] : INFO : Epoch 1668 | loss: 0.0311951 | val_loss: 0.0311885 | Time: 1680.32 ms
[2021-05-14 17:45:13 main:574] : INFO : Epoch 1669 | loss: 0.031193 | val_loss: 0.0311879 | Time: 1688.46 ms
[2021-05-14 17:45:15 main:574] : INFO : Epoch 1670 | loss: 0.0311907 | val_loss: 0.0311885 | Time: 1680.49 ms
[2021-05-14 17:45:16 main:574] : INFO : Epoch 1671 | loss: 0.0311886 | val_loss: 0.0311868 | Time: 1720.59 ms
[2021-05-14 17:45:18 main:574] : INFO : Epoch 1672 | loss: 0.0311888 | val_loss: 0.0311873 | Time: 1684.49 ms
[2021-05-14 17:45:20 main:574] : INFO : Epoch 1673 | loss: 0.0311888 | val_loss: 0.0311898 | Time: 1690.21 ms
[2021-05-14 17:45:21 main:574] : INFO : Epoch 1674 | loss: 0.0311906 | val_loss: 0.0311951 | Time: 1697.04 ms
[2021-05-14 17:45:23 main:574] : INFO : Epoch 1675 | loss: 0.0311902 | val_loss: 0.0311856 | Time: 1687.4 ms
[2021-05-14 17:45:25 main:574] : INFO : Epoch 1676 | loss: 0.0311919 | val_loss: 0.0311961 | Time: 1690.83 ms
[2021-05-14 17:45:27 main:574] : INFO : Epoch 1677 | loss: 0.0311908 | val_loss: 0.0311865 | Time: 1718.26 ms
[2021-05-14 17:45:28 main:574] : INFO : Epoch 1678 | loss: 0.031189 | val_loss: 0.0311879 | Time: 1696.15 ms
[2021-05-14 17:45:30 main:574] : INFO : Epoch 1679 | loss: 0.0311925 | val_loss: 0.0311932 | Time: 1686.11 ms
[2021-05-14 17:45:32 main:574] : INFO : Epoch 1680 | loss: 0.0311932 | val_loss: 0.0311875 | Time: 1685.09 ms
[2021-05-14 17:45:33 main:574] : INFO : Epoch 1681 | loss: 0.0311895 | val_loss: 0.0311872 | Time: 1697.67 ms
[2021-05-14 17:45:35 main:574] : INFO : Epoch 1682 | loss: 0.0311935 | val_loss: 0.0311921 | Time: 1681.82 ms
[2021-05-14 17:45:37 main:574] : INFO : Epoch 1683 | loss: 0.0311908 | val_loss: 0.0311877 | Time: 1696.26 ms
[2021-05-14 17:45:39 main:574] : INFO : Epoch 1684 | loss: 0.0311885 | val_loss: 0.031187 | Time: 1691.73 ms
[2021-05-14 17:45:40 main:574] : INFO : Epoch 1685 | loss: 0.0311877 | val_loss: 0.0311904 | Time: 1688.24 ms
[2021-05-14 17:45:42 main:574] : INFO : Epoch 1686 | loss: 0.0311903 | val_loss: 0.0311898 | Time: 1688.83 ms
[2021-05-14 17:45:44 main:574] : INFO : Epoch 1687 | loss: 0.0311908 | val_loss: 0.031187 | Time: 1680.05 ms
[2021-05-14 17:45:45 main:574] : INFO : Epoch 1688 | loss: 0.0311883 | val_loss: 0.0311868 | Time: 1688.26 ms
[2021-05-14 17:45:47 main:574] : INFO : Epoch 1689 | loss: 0.0311872 | val_loss: 0.0311861 | Time: 1688.46 ms
[2021-05-14 17:45:49 main:574] : INFO : Epoch 1690 | loss: 0.0311868 | val_loss: 0.0311862 | Time: 1681.15 ms
[2021-05-14 17:45:51 main:574] : INFO : Epoch 1691 | loss: 0.0311869 | val_loss: 0.0311851 | Time: 1689.87 ms
[2021-05-14 17:45:52 main:574] : INFO : Epoch 1692 | loss: 0.0311859 | val_loss: 0.0311848 | Time: 1690.73 ms
[2021-05-14 17:45:54 main:574] : INFO : Epoch 1693 | loss: 0.0311878 | val_loss: 0.0311852 | Time: 1686.23 ms
[2021-05-14 17:45:56 main:574] : INFO : Epoch 1694 | loss: 0.0311847 | val_loss: 0.0311838 | Time: 1680.8 ms
[2021-05-14 17:45:57 main:574] : INFO : Epoch 1695 | loss: 0.0311858 | val_loss: 0.031183 | Time: 1702.71 ms
[2021-05-14 17:45:59 main:574] : INFO : Epoch 1696 | loss: 0.0311871 | val_loss: 0.0311817 | Time: 1679.85 ms
[2021-05-14 17:46:01 main:574] : INFO : Epoch 1697 | loss: 0.0311844 | val_loss: 0.0311816 | Time: 1689.13 ms
[2021-05-14 17:46:02 main:574] : INFO : Epoch 1698 | loss: 0.031181 | val_loss: 0.0311799 | Time: 1690.96 ms
[2021-05-14 17:46:04 main:574] : INFO : Epoch 1699 | loss: 0.0311802 | val_loss: 0.0311794 | Time: 1683.13 ms
[2021-05-14 17:46:06 main:574] : INFO : Epoch 1700 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 1687.79 ms
[2021-05-14 17:46:08 main:574] : INFO : Epoch 1701 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 1706.92 ms
[2021-05-14 17:46:09 main:574] : INFO : Epoch 1702 | loss: 0.0311804 | val_loss: 0.0311789 | Time: 1697.04 ms
[2021-05-14 17:46:11 main:574] : INFO : Epoch 1703 | loss: 0.0311801 | val_loss: 0.031179 | Time: 1689.45 ms
[2021-05-14 17:46:13 main:574] : INFO : Epoch 1704 | loss: 0.0311822 | val_loss: 0.0311786 | Time: 1691.37 ms
[2021-05-14 17:46:15 main:574] : INFO : Epoch 1705 | loss: 0.0311822 | val_loss: 0.0311812 | Time: 1693.69 ms
[2021-05-14 17:46:16 main:574] : INFO : Epoch 1706 | loss: 0.03118 | val_loss: 0.0311799 | Time: 1690.21 ms
[2021-05-14 17:46:18 main:574] : INFO : Epoch 1707 | loss: 0.0311797 | val_loss: 0.0311789 | Time: 1693.32 ms
[2021-05-14 17:46:20 main:574] : INFO : Epoch 1708 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 1697.99 ms
[2021-05-14 17:46:21 main:574] : INFO : Epoch 1709 | loss: 0.0311784 | val_loss: 0.0311835 | Time: 1674.86 ms
[2021-05-14 17:46:23 main:574] : INFO : Epoch 1710 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 1715.03 ms
[2021-05-14 17:46:25 main:574] : INFO : Epoch 1711 | loss: 0.0311789 | val_loss: 0.0311793 | Time: 1682.71 ms
[2021-05-14 17:46:27 main:574] : INFO : Epoch 1712 | loss: 0.0311778 | val_loss: 0.0311784 | Time: 1702.52 ms
[2021-05-14 17:46:28 main:574] : INFO : Epoch 1713 | loss: 0.0311778 | val_loss: 0.031182 | Time: 1679.62 ms
[2021-05-14 17:46:30 main:574] : INFO : Epoch 1714 | loss: 0.0311787 | val_loss: 0.031179 | Time: 1692.08 ms
[2021-05-14 17:46:32 main:574] : INFO : Epoch 1715 | loss: 0.031179 | val_loss: 0.0311815 | Time: 1693.31 ms
[2021-05-14 17:46:33 main:574] : INFO : Epoch 1716 | loss: 0.0311842 | val_loss: 0.031183 | Time: 1695.76 ms
[2021-05-14 17:46:35 main:574] : INFO : Epoch 1717 | loss: 0.031182 | val_loss: 0.0311789 | Time: 1686.19 ms
[2021-05-14 17:46:37 main:574] : INFO : Epoch 1718 | loss: 0.0311762 | val_loss: 0.031181 | Time: 1690.02 ms
[2021-05-14 17:46:39 main:574] : INFO : Epoch 1719 | loss: 0.031179 | val_loss: 0.0311802 | Time: 1688.52 ms
[2021-05-14 17:46:40 main:574] : INFO : Epoch 1720 | loss: 0.0311791 | val_loss: 0.0311757 | Time: 1685.01 ms
[2021-05-14 17:46:42 main:574] : INFO : Epoch 1721 | loss: 0.031175 | val_loss: 0.0311773 | Time: 1685.4 ms
[2021-05-14 17:46:44 main:574] : INFO : Epoch 1722 | loss: 0.0311756 | val_loss: 0.0311765 | Time: 1690.07 ms
[2021-05-14 17:46:45 main:574] : INFO : Epoch 1723 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 1689.42 ms
[2021-05-14 17:46:47 main:574] : INFO : Epoch 1724 | loss: 0.0311756 | val_loss: 0.0311765 | Time: 1681.04 ms
[2021-05-14 17:46:49 main:574] : INFO : Epoch 1725 | loss: 0.0311766 | val_loss: 0.0311786 | Time: 1698.89 ms
[2021-05-14 17:46:50 main:574] : INFO : Epoch 1726 | loss: 0.0311759 | val_loss: 0.0311759 | Time: 1684.31 ms
[2021-05-14 17:46:52 main:574] : INFO : Epoch 1727 | loss: 0.0311742 | val_loss: 0.0311755 | Time: 1685.59 ms
[2021-05-14 17:46:54 main:574] : INFO : Epoch 1728 | loss: 0.0311734 | val_loss: 0.0311782 | Time: 1684.35 ms
[2021-05-14 17:46:56 main:574] : INFO : Epoch 1729 | loss: 0.0311733 | val_loss: 0.0311763 | Time: 1688.85 ms
[2021-05-14 17:46:57 main:574] : INFO : Epoch 1730 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 1693.07 ms
[2021-05-14 17:46:59 main:574] : INFO : Epoch 1731 | loss: 0.0311734 | val_loss: 0.0311745 | Time: 1690.22 ms
[2021-05-14 17:47:01 main:574] : INFO : Epoch 1732 | loss: 0.0311716 | val_loss: 0.031175 | Time: 1686.17 ms
[2021-05-14 17:47:02 main:574] : INFO : Epoch 1733 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 1688.55 ms
[2021-05-14 17:47:04 main:574] : INFO : Epoch 1734 | loss: 0.0311713 | val_loss: 0.0311738 | Time: 1697.16 ms
[2021-05-14 17:47:06 main:574] : INFO : Epoch 1735 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 1689.7 ms
[2021-05-14 17:47:08 main:574] : INFO : Epoch 1736 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 1698.78 ms
[2021-05-14 17:47:09 main:574] : INFO : Epoch 1737 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 1679.72 ms
[2021-05-14 17:47:11 main:574] : INFO : Epoch 1738 | loss: 0.0311729 | val_loss: 0.0311827 | Time: 1702.47 ms
[2021-05-14 17:47:13 main:574] : INFO : Epoch 1739 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 1685.86 ms
[2021-05-14 17:47:14 main:574] : INFO : Epoch 1740 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 1691.41 ms
[2021-05-14 17:47:16 main:574] : INFO : Epoch 1741 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 1686.88 ms
[2021-05-14 17:47:18 main:574] : INFO : Epoch 1742 | loss: 0.0311723 | val_loss: 0.031175 | Time: 1690.04 ms
[2021-05-14 17:47:20 main:574] : INFO : Epoch 1743 | loss: 0.0311716 | val_loss: 0.0311724 | Time: 1706.84 ms
[2021-05-14 17:47:21 main:574] : INFO : Epoch 1744 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 1687.81 ms
[2021-05-14 17:47:23 main:574] : INFO : Epoch 1745 | loss: 0.0311711 | val_loss: 0.0311735 | Time: 1682.95 ms
[2021-05-14 17:47:25 main:574] : INFO : Epoch 1746 | loss: 0.0311693 | val_loss: 0.0311727 | Time: 1695.73 ms
[2021-05-14 17:47:26 main:574] : INFO : Epoch 1747 | loss: 0.0311705 | val_loss: 0.031177 | Time: 1685.6 ms
[2021-05-14 17:47:28 main:574] : INFO : Epoch 1748 | loss: 0.0311707 | val_loss: 0.0311735 | Time: 1685.35 ms
[2021-05-14 17:47:30 main:574] : INFO : Epoch 1749 | loss: 0.0311692 | val_loss: 0.03117 | Time: 1694.41 ms
[2021-05-14 17:47:32 main:574] : INFO : Epoch 1750 | loss: 0.0311698 | val_loss: 0.031171 | Time: 1691.82 ms
[2021-05-14 17:47:33 main:574] : INFO : Epoch 1751 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 1698.95 ms
[2021-05-14 17:47:35 main:574] : INFO : Epoch 1752 | loss: 0.03117 | val_loss: 0.0311707 | Time: 1684.89 ms
[2021-05-14 17:47:37 main:574] : INFO : Epoch 1753 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 1692.51 ms
[2021-05-14 17:47:38 main:574] : INFO : Epoch 1754 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 1725.87 ms
[2021-05-14 17:47:40 main:574] : INFO : Epoch 1755 | loss: 0.0311679 | val_loss: 0.031172 | Time: 1684.19 ms
[2021-05-14 17:47:42 main:574] : INFO : Epoch 1756 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 1687.73 ms
[2021-05-14 17:47:44 main:574] : INFO : Epoch 1757 | loss: 0.0311659 | val_loss: 0.031171 | Time: 1686.62 ms
[2021-05-14 17:47:45 main:574] : INFO : Epoch 1758 | loss: 0.031167 | val_loss: 0.0311751 | Time: 1683.41 ms
[2021-05-14 17:47:47 main:574] : INFO : Epoch 1759 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 1692.88 ms
[2021-05-14 17:47:49 main:574] : INFO : Epoch 1760 | loss: 0.0311692 | val_loss: 0.0311838 | Time: 1713.17 ms
[2021-05-14 17:47:50 main:574] : INFO : Epoch 1761 | loss: 0.0311707 | val_loss: 0.0311725 | Time: 1683.53 ms
[2021-05-14 17:47:52 main:574] : INFO : Epoch 1762 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 1692.2 ms
[2021-05-14 17:47:54 main:574] : INFO : Epoch 1763 | loss: 0.0311641 | val_loss: 0.0311726 | Time: 1696.71 ms
[2021-05-14 17:47:56 main:574] : INFO : Epoch 1764 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 1680.49 ms
[2021-05-14 17:47:57 main:574] : INFO : Epoch 1765 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 1695.1 ms
[2021-05-14 17:47:59 main:574] : INFO : Epoch 1766 | loss: 0.0311657 | val_loss: 0.0311704 | Time: 1692.55 ms
[2021-05-14 17:48:01 main:574] : INFO : Epoch 1767 | loss: 0.0311646 | val_loss: 0.0311721 | Time: 1697.1 ms
[2021-05-14 17:48:02 main:574] : INFO : Epoch 1768 | loss: 0.0311654 | val_loss: 0.031172 | Time: 1681.09 ms
[2021-05-14 17:48:04 main:574] : INFO : Epoch 1769 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 1690.92 ms
[2021-05-14 17:48:06 main:574] : INFO : Epoch 1770 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 1693.78 ms
[2021-05-14 17:48:08 main:574] : INFO : Epoch 1771 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 1697.13 ms
[2021-05-14 17:48:09 main:574] : INFO : Epoch 1772 | loss: 0.031164 | val_loss: 0.0311741 | Time: 1691.65 ms
[2021-05-14 17:48:11 main:574] : INFO : Epoch 1773 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1689.84 ms
[2021-05-14 17:48:13 main:574] : INFO : Epoch 1774 | loss: 0.0311623 | val_loss: 0.0311713 | Time: 1687.12 ms
[2021-05-14 17:48:14 main:574] : INFO : Epoch 1775 | loss: 0.0311615 | val_loss: 0.0311707 | Time: 1695.75 ms
[2021-05-14 17:48:16 main:574] : INFO : Epoch 1776 | loss: 0.0311618 | val_loss: 0.0311719 | Time: 1697.87 ms
[2021-05-14 17:48:18 main:574] : INFO : Epoch 1777 | loss: 0.0311633 | val_loss: 0.0311733 | Time: 1677.18 ms
[2021-05-14 17:48:20 main:574] : INFO : Epoch 1778 | loss: 0.0311624 | val_loss: 0.0311729 | Time: 1698.77 ms
[2021-05-14 17:48:21 main:574] : INFO : Epoch 1779 | loss: 0.0311621 | val_loss: 0.0311703 | Time: 1691.25 ms
[2021-05-14 17:48:23 main:574] : INFO : Epoch 1780 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 1695.17 ms
[2021-05-14 17:48:25 main:574] : INFO : Epoch 1781 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 1689.98 ms
[2021-05-14 17:48:26 main:574] : INFO : Epoch 1782 | loss: 0.0311637 | val_loss: 0.0311713 | Time: 1691.39 ms
[2021-05-14 17:48:28 main:574] : INFO : Epoch 1783 | loss: 0.0311629 | val_loss: 0.0311709 | Time: 1693.34 ms
[2021-05-14 17:48:30 main:574] : INFO : Epoch 1784 | loss: 0.0311645 | val_loss: 0.0311727 | Time: 1703.28 ms
[2021-05-14 17:48:32 main:574] : INFO : Epoch 1785 | loss: 0.031165 | val_loss: 0.0311756 | Time: 1696.06 ms
[2021-05-14 17:48:33 main:574] : INFO : Epoch 1786 | loss: 0.0311622 | val_loss: 0.0311729 | Time: 1683.93 ms
[2021-05-14 17:48:35 main:574] : INFO : Epoch 1787 | loss: 0.0311626 | val_loss: 0.031171 | Time: 1695.48 ms
[2021-05-14 17:48:37 main:574] : INFO : Epoch 1788 | loss: 0.0311619 | val_loss: 0.0311701 | Time: 1696.18 ms
[2021-05-14 17:48:38 main:574] : INFO : Epoch 1789 | loss: 0.0311624 | val_loss: 0.0311758 | Time: 1682.83 ms
[2021-05-14 17:48:40 main:574] : INFO : Epoch 1790 | loss: 0.0311675 | val_loss: 0.0311748 | Time: 1702.01 ms
[2021-05-14 17:48:42 main:574] : INFO : Epoch 1791 | loss: 0.0311703 | val_loss: 0.0311734 | Time: 1684.03 ms
[2021-05-14 17:48:44 main:574] : INFO : Epoch 1792 | loss: 0.0311682 | val_loss: 0.0311781 | Time: 1694.52 ms
[2021-05-14 17:48:45 main:574] : INFO : Epoch 1793 | loss: 0.0311691 | val_loss: 0.031174 | Time: 1682.41 ms
[2021-05-14 17:48:47 main:574] : INFO : Epoch 1794 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 1688.92 ms
[2021-05-14 17:48:49 main:574] : INFO : Epoch 1795 | loss: 0.0311649 | val_loss: 0.0311735 | Time: 1686.18 ms
[2021-05-14 17:48:50 main:574] : INFO : Epoch 1796 | loss: 0.031167 | val_loss: 0.0311716 | Time: 1692.34 ms
[2021-05-14 17:48:52 main:574] : INFO : Epoch 1797 | loss: 0.0311676 | val_loss: 0.0311712 | Time: 1684.8 ms
[2021-05-14 17:48:54 main:574] : INFO : Epoch 1798 | loss: 0.0311666 | val_loss: 0.0311826 | Time: 1688.92 ms
[2021-05-14 17:48:55 main:574] : INFO : Epoch 1799 | loss: 0.0311681 | val_loss: 0.0311762 | Time: 1690.6 ms
[2021-05-14 17:48:57 main:574] : INFO : Epoch 1800 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 1689.04 ms
[2021-05-14 17:48:59 main:574] : INFO : Epoch 1801 | loss: 0.0311652 | val_loss: 0.0311711 | Time: 1682.16 ms
[2021-05-14 17:49:01 main:574] : INFO : Epoch 1802 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 1697.46 ms
[2021-05-14 17:49:02 main:574] : INFO : Epoch 1803 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 1683.82 ms
[2021-05-14 17:49:04 main:574] : INFO : Epoch 1804 | loss: 0.0311633 | val_loss: 0.0311744 | Time: 1690.27 ms
[2021-05-14 17:49:06 main:574] : INFO : Epoch 1805 | loss: 0.0311631 | val_loss: 0.0311729 | Time: 1679.75 ms
[2021-05-14 17:49:07 main:574] : INFO : Epoch 1806 | loss: 0.0311644 | val_loss: 0.0311737 | Time: 1694 ms
[2021-05-14 17:49:09 main:574] : INFO : Epoch 1807 | loss: 0.0311639 | val_loss: 0.0311789 | Time: 1685.35 ms
[2021-05-14 17:49:11 main:574] : INFO : Epoch 1808 | loss: 0.0311649 | val_loss: 0.0311768 | Time: 1703.34 ms
[2021-05-14 17:49:13 main:574] : INFO : Epoch 1809 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 1692.43 ms
[2021-05-14 17:49:14 main:574] : INFO : Epoch 1810 | loss: 0.0311607 | val_loss: 0.0311711 | Time: 1689.71 ms
[2021-05-14 17:49:16 main:574] : INFO : Epoch 1811 | loss: 0.0311614 | val_loss: 0.0311705 | Time: 1684.19 ms
[2021-05-14 17:49:18 main:574] : INFO : Epoch 1812 | loss: 0.0311619 | val_loss: 0.031176 | Time: 1700.27 ms
[2021-05-14 17:49:19 main:574] : INFO : Epoch 1813 | loss: 0.031171 | val_loss: 0.031185 | Time: 1694.84 ms
[2021-05-14 17:49:21 main:574] : INFO : Epoch 1814 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 1705.33 ms
[2021-05-14 17:49:23 main:574] : INFO : Epoch 1815 | loss: 0.0311651 | val_loss: 0.0311726 | Time: 1682.39 ms
[2021-05-14 17:49:25 main:574] : INFO : Epoch 1816 | loss: 0.0311622 | val_loss: 0.0311738 | Time: 1689.14 ms
[2021-05-14 17:49:26 main:574] : INFO : Epoch 1817 | loss: 0.0311633 | val_loss: 0.0311695 | Time: 1694.18 ms
[2021-05-14 17:49:28 main:574] : INFO : Epoch 1818 | loss: 0.0311639 | val_loss: 0.0311696 | Time: 1704.83 ms
[2021-05-14 17:49:30 main:574] : INFO : Epoch 1819 | loss: 0.0311639 | val_loss: 0.0311709 | Time: 1694.41 ms
[2021-05-14 17:49:32 main:574] : INFO : Epoch 1820 | loss: 0.0311654 | val_loss: 0.031169 | Time: 1688.96 ms
[2021-05-14 17:49:33 main:574] : INFO : Epoch 1821 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 1684.75 ms
[2021-05-14 17:49:35 main:574] : INFO : Epoch 1822 | loss: 0.0311622 | val_loss: 0.0311735 | Time: 1693.43 ms
[2021-05-14 17:49:37 main:574] : INFO : Epoch 1823 | loss: 0.0311616 | val_loss: 0.0311692 | Time: 1686.82 ms
[2021-05-14 17:49:38 main:574] : INFO : Epoch 1824 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 1688.45 ms
[2021-05-14 17:49:40 main:574] : INFO : Epoch 1825 | loss: 0.0311607 | val_loss: 0.0311713 | Time: 1691.76 ms
[2021-05-14 17:49:42 main:574] : INFO : Epoch 1826 | loss: 0.0311616 | val_loss: 0.0311789 | Time: 1684.24 ms
[2021-05-14 17:49:43 main:574] : INFO : Epoch 1827 | loss: 0.031164 | val_loss: 0.0311725 | Time: 1689.05 ms
[2021-05-14 17:49:45 main:574] : INFO : Epoch 1828 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 1700.9 ms
[2021-05-14 17:49:47 main:574] : INFO : Epoch 1829 | loss: 0.0311611 | val_loss: 0.0311691 | Time: 1685.13 ms
[2021-05-14 17:49:49 main:574] : INFO : Epoch 1830 | loss: 0.03116 | val_loss: 0.0311675 | Time: 1686.56 ms
[2021-05-14 17:49:50 main:574] : INFO : Epoch 1831 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 1699.14 ms
[2021-05-14 17:49:52 main:574] : INFO : Epoch 1832 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 1686.28 ms
[2021-05-14 17:49:54 main:574] : INFO : Epoch 1833 | loss: 0.0311628 | val_loss: 0.0311707 | Time: 1689.87 ms
[2021-05-14 17:49:55 main:574] : INFO : Epoch 1834 | loss: 0.0311646 | val_loss: 0.0311684 | Time: 1693.36 ms
[2021-05-14 17:49:57 main:574] : INFO : Epoch 1835 | loss: 0.031163 | val_loss: 0.0311685 | Time: 1689.72 ms
[2021-05-14 17:49:59 main:574] : INFO : Epoch 1836 | loss: 0.0311632 | val_loss: 0.031168 | Time: 1684.15 ms
[2021-05-14 17:50:01 main:574] : INFO : Epoch 1837 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 1692.52 ms
[2021-05-14 17:50:02 main:574] : INFO : Epoch 1838 | loss: 0.0311667 | val_loss: 0.0311693 | Time: 1681.6 ms
[2021-05-14 17:50:04 main:574] : INFO : Epoch 1839 | loss: 0.0311615 | val_loss: 0.0311695 | Time: 1683.29 ms
[2021-05-14 17:50:06 main:574] : INFO : Epoch 1840 | loss: 0.0311661 | val_loss: 0.0311729 | Time: 1689.27 ms
[2021-05-14 17:50:07 main:574] : INFO : Epoch 1841 | loss: 0.0311688 | val_loss: 0.0311721 | Time: 1693.97 ms
[2021-05-14 17:50:09 main:574] : INFO : Epoch 1842 | loss: 0.0311688 | val_loss: 0.0311724 | Time: 1705.62 ms
[2021-05-14 17:50:11 main:574] : INFO : Epoch 1843 | loss: 0.0311666 | val_loss: 0.0311715 | Time: 1698.75 ms
[2021-05-14 17:50:13 main:574] : INFO : Epoch 1844 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 1687.53 ms
[2021-05-14 17:50:14 main:574] : INFO : Epoch 1845 | loss: 0.031164 | val_loss: 0.0311671 | Time: 1691.36 ms
[2021-05-14 17:50:16 main:574] : INFO : Epoch 1846 | loss: 0.031163 | val_loss: 0.0311722 | Time: 1696.6 ms
[2021-05-14 17:50:18 main:574] : INFO : Epoch 1847 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 1694.21 ms
[2021-05-14 17:50:19 main:574] : INFO : Epoch 1848 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 1683.55 ms
[2021-05-14 17:50:21 main:574] : INFO : Epoch 1849 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 1693.63 ms
[2021-05-14 17:50:23 main:574] : INFO : Epoch 1850 | loss: 0.0311614 | val_loss: 0.0311737 | Time: 1688.34 ms
[2021-05-14 17:50:24 main:574] : INFO : Epoch 1851 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 1693.76 ms
[2021-05-14 17:50:26 main:574] : INFO : Epoch 1852 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 1684.57 ms
[2021-05-14 17:50:28 main:574] : INFO : Epoch 1853 | loss: 0.0311633 | val_loss: 0.0311689 | Time: 1693.37 ms
[2021-05-14 17:50:30 main:574] : INFO : Epoch 1854 | loss: 0.0311605 | val_loss: 0.0311687 | Time: 1680 ms
[2021-05-14 17:50:31 main:574] : INFO : Epoch 1855 | loss: 0.0311608 | val_loss: 0.0311723 | Time: 1688.01 ms
[2021-05-14 17:50:33 main:574] : INFO : Epoch 1856 | loss: 0.0311619 | val_loss: 0.0311715 | Time: 1692.64 ms
[2021-05-14 17:50:35 main:574] : INFO : Epoch 1857 | loss: 0.0311614 | val_loss: 0.0311742 | Time: 1692.57 ms
[2021-05-14 17:50:36 main:574] : INFO : Epoch 1858 | loss: 0.0311612 | val_loss: 0.0311703 | Time: 1693.17 ms
[2021-05-14 17:50:38 main:574] : INFO : Epoch 1859 | loss: 0.0311611 | val_loss: 0.0311706 | Time: 1702.49 ms
[2021-05-14 17:50:40 main:574] : INFO : Epoch 1860 | loss: 0.0311609 | val_loss: 0.0311714 | Time: 1681.78 ms
[2021-05-14 17:50:42 main:574] : INFO : Epoch 1861 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 1700.88 ms
[2021-05-14 17:50:43 main:574] : INFO : Epoch 1862 | loss: 0.0311602 | val_loss: 0.0311753 | Time: 1681.71 ms
[2021-05-14 17:50:45 main:574] : INFO : Epoch 1863 | loss: 0.0311633 | val_loss: 0.0311752 | Time: 1696.24 ms
[2021-05-14 17:50:47 main:574] : INFO : Epoch 1864 | loss: 0.0311619 | val_loss: 0.0311748 | Time: 1686.82 ms
[2021-05-14 17:50:49 main:574] : INFO : Epoch 1865 | loss: 0.031165 | val_loss: 0.0311752 | Time: 1705.87 ms
[2021-05-14 17:50:50 main:574] : INFO : Epoch 1866 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 1678.86 ms
[2021-05-14 17:50:52 main:574] : INFO : Epoch 1867 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 1695.11 ms
[2021-05-14 17:50:54 main:574] : INFO : Epoch 1868 | loss: 0.0311642 | val_loss: 0.0311704 | Time: 1689.18 ms
[2021-05-14 17:50:55 main:574] : INFO : Epoch 1869 | loss: 0.0311631 | val_loss: 0.0311711 | Time: 1690 ms
[2021-05-14 17:50:57 main:574] : INFO : Epoch 1870 | loss: 0.0311618 | val_loss: 0.031169 | Time: 1687.23 ms
[2021-05-14 17:50:59 main:574] : INFO : Epoch 1871 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 1697.56 ms
[2021-05-14 17:51:01 main:574] : INFO : Epoch 1872 | loss: 0.0311634 | val_loss: 0.031175 | Time: 1681.27 ms
[2021-05-14 17:51:02 main:574] : INFO : Epoch 1873 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 1714.71 ms
[2021-05-14 17:51:04 main:574] : INFO : Epoch 1874 | loss: 0.0311616 | val_loss: 0.0311734 | Time: 1690.48 ms
[2021-05-14 17:51:06 main:574] : INFO : Epoch 1875 | loss: 0.0311676 | val_loss: 0.0311821 | Time: 1685.51 ms
[2021-05-14 17:51:07 main:574] : INFO : Epoch 1876 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 1702.29 ms
[2021-05-14 17:51:09 main:574] : INFO : Epoch 1877 | loss: 0.0311708 | val_loss: 0.031174 | Time: 1693.92 ms
[2021-05-14 17:51:11 main:574] : INFO : Epoch 1878 | loss: 0.0311711 | val_loss: 0.0311772 | Time: 1699.14 ms
[2021-05-14 17:51:13 main:574] : INFO : Epoch 1879 | loss: 0.0311705 | val_loss: 0.0311703 | Time: 1688.11 ms
[2021-05-14 17:51:14 main:574] : INFO : Epoch 1880 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 1684.65 ms
[2021-05-14 17:51:16 main:574] : INFO : Epoch 1881 | loss: 0.031179 | val_loss: 0.0311802 | Time: 1706.44 ms
[2021-05-14 17:51:18 main:574] : INFO : Epoch 1882 | loss: 0.0311803 | val_loss: 0.031179 | Time: 1707.36 ms
[2021-05-14 17:51:19 main:574] : INFO : Epoch 1883 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 1685.77 ms
[2021-05-14 17:51:21 main:574] : INFO : Epoch 1884 | loss: 0.0311784 | val_loss: 0.0311781 | Time: 1688.31 ms
[2021-05-14 17:51:23 main:574] : INFO : Epoch 1885 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 1701.8 ms
[2021-05-14 17:51:24 main:574] : INFO : Epoch 1886 | loss: 0.0311769 | val_loss: 0.0311783 | Time: 1685.17 ms
[2021-05-14 17:51:26 main:574] : INFO : Epoch 1887 | loss: 0.0311747 | val_loss: 0.0311767 | Time: 1691.03 ms
[2021-05-14 17:51:28 main:574] : INFO : Epoch 1888 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 1696.23 ms
[2021-05-14 17:51:30 main:574] : INFO : Epoch 1889 | loss: 0.031174 | val_loss: 0.0311753 | Time: 1683.4 ms
[2021-05-14 17:51:31 main:574] : INFO : Epoch 1890 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 1691.89 ms
[2021-05-14 17:51:33 main:574] : INFO : Epoch 1891 | loss: 0.031173 | val_loss: 0.0311751 | Time: 1685.68 ms
[2021-05-14 17:51:35 main:574] : INFO : Epoch 1892 | loss: 0.031175 | val_loss: 0.0311853 | Time: 1697.98 ms
[2021-05-14 17:51:36 main:574] : INFO : Epoch 1893 | loss: 0.0311736 | val_loss: 0.0311745 | Time: 1677.75 ms
[2021-05-14 17:51:38 main:574] : INFO : Epoch 1894 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 1687.64 ms
[2021-05-14 17:51:40 main:574] : INFO : Epoch 1895 | loss: 0.0311753 | val_loss: 0.0311736 | Time: 1687.91 ms
[2021-05-14 17:51:42 main:574] : INFO : Epoch 1896 | loss: 0.0311742 | val_loss: 0.0311735 | Time: 1694.29 ms
[2021-05-14 17:51:43 main:574] : INFO : Epoch 1897 | loss: 0.0311731 | val_loss: 0.0311712 | Time: 1694.21 ms
[2021-05-14 17:51:45 main:574] : INFO : Epoch 1898 | loss: 0.0311722 | val_loss: 0.0311746 | Time: 1691.2 ms
[2021-05-14 17:51:47 main:574] : INFO : Epoch 1899 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 1694.94 ms
[2021-05-14 17:51:49 main:574] : INFO : Epoch 1900 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 1698.51 ms
[2021-05-14 17:51:50 main:574] : INFO : Epoch 1901 | loss: 0.0311704 | val_loss: 0.0311738 | Time: 1683.24 ms
[2021-05-14 17:51:52 main:574] : INFO : Epoch 1902 | loss: 0.0311695 | val_loss: 0.031179 | Time: 1698.81 ms
[2021-05-14 17:51:54 main:574] : INFO : Epoch 1903 | loss: 0.0311708 | val_loss: 0.0311733 | Time: 1684.12 ms
[2021-05-14 17:51:55 main:574] : INFO : Epoch 1904 | loss: 0.03117 | val_loss: 0.0311742 | Time: 1696 ms
[2021-05-14 17:51:57 main:574] : INFO : Epoch 1905 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 1695.85 ms
[2021-05-14 17:51:59 main:574] : INFO : Epoch 1906 | loss: 0.0311713 | val_loss: 0.0311757 | Time: 1695.53 ms
[2021-05-14 17:52:01 main:574] : INFO : Epoch 1907 | loss: 0.0311704 | val_loss: 0.0311737 | Time: 1688.37 ms
[2021-05-14 17:52:02 main:574] : INFO : Epoch 1908 | loss: 0.03117 | val_loss: 0.0311772 | Time: 1695.18 ms
[2021-05-14 17:52:04 main:574] : INFO : Epoch 1909 | loss: 0.0311689 | val_loss: 0.0311729 | Time: 1704.66 ms
[2021-05-14 17:52:06 main:574] : INFO : Epoch 1910 | loss: 0.0311689 | val_loss: 0.0311728 | Time: 1690.09 ms
[2021-05-14 17:52:07 main:574] : INFO : Epoch 1911 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 1686.3 ms
[2021-05-14 17:52:09 main:574] : INFO : Epoch 1912 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 1699.06 ms
[2021-05-14 17:52:11 main:574] : INFO : Epoch 1913 | loss: 0.0311742 | val_loss: 0.0311743 | Time: 1686.1 ms
[2021-05-14 17:52:13 main:574] : INFO : Epoch 1914 | loss: 0.0311731 | val_loss: 0.0311785 | Time: 1729.02 ms
[2021-05-14 17:52:14 main:574] : INFO : Epoch 1915 | loss: 0.031175 | val_loss: 0.0311818 | Time: 1682.1 ms
[2021-05-14 17:52:16 main:574] : INFO : Epoch 1916 | loss: 0.0311789 | val_loss: 0.0311774 | Time: 1689.24 ms
[2021-05-14 17:52:18 main:574] : INFO : Epoch 1917 | loss: 0.0311756 | val_loss: 0.0311741 | Time: 1701.01 ms
[2021-05-14 17:52:19 main:574] : INFO : Epoch 1918 | loss: 0.0311744 | val_loss: 0.0311749 | Time: 1685.86 ms
[2021-05-14 17:52:21 main:574] : INFO : Epoch 1919 | loss: 0.0311744 | val_loss: 0.0311791 | Time: 1691.58 ms
[2021-05-14 17:52:23 main:574] : INFO : Epoch 1920 | loss: 0.0311743 | val_loss: 0.0311761 | Time: 1711.37 ms
[2021-05-14 17:52:25 main:574] : INFO : Epoch 1921 | loss: 0.031174 | val_loss: 0.0311738 | Time: 1698.41 ms
[2021-05-14 17:52:26 main:574] : INFO : Epoch 1922 | loss: 0.0311741 | val_loss: 0.0311743 | Time: 1689.65 ms
[2021-05-14 17:52:28 main:574] : INFO : Epoch 1923 | loss: 0.0311727 | val_loss: 0.0311746 | Time: 1688.12 ms
[2021-05-14 17:52:30 main:574] : INFO : Epoch 1924 | loss: 0.0311751 | val_loss: 0.0311764 | Time: 1694.45 ms
[2021-05-14 17:52:31 main:574] : INFO : Epoch 1925 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 1690.08 ms
[2021-05-14 17:52:33 main:574] : INFO : Epoch 1926 | loss: 0.0311738 | val_loss: 0.0311756 | Time: 1700.07 ms
[2021-05-14 17:52:35 main:574] : INFO : Epoch 1927 | loss: 0.0311728 | val_loss: 0.0311779 | Time: 1694.7 ms
[2021-05-14 17:52:37 main:574] : INFO : Epoch 1928 | loss: 0.0311774 | val_loss: 0.0311734 | Time: 1690.65 ms
[2021-05-14 17:52:38 main:574] : INFO : Epoch 1929 | loss: 0.0311719 | val_loss: 0.0311745 | Time: 1694.75 ms
[2021-05-14 17:52:40 main:574] : INFO : Epoch 1930 | loss: 0.0311716 | val_loss: 0.0311723 | Time: 1684.8 ms
[2021-05-14 17:52:42 main:574] : INFO : Epoch 1931 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1689.48 ms
[2021-05-14 17:52:44 main:574] : INFO : Epoch 1932 | loss: 0.0311719 | val_loss: 0.0311729 | Time: 1713.61 ms
[2021-05-14 17:52:45 main:574] : INFO : Epoch 1933 | loss: 0.031172 | val_loss: 0.0311742 | Time: 1698.23 ms
[2021-05-14 17:52:47 main:574] : INFO : Epoch 1934 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 1699.23 ms
[2021-05-14 17:52:49 main:574] : INFO : Epoch 1935 | loss: 0.0311715 | val_loss: 0.0311716 | Time: 1689.63 ms
[2021-05-14 17:52:50 main:574] : INFO : Epoch 1936 | loss: 0.0311713 | val_loss: 0.0311713 | Time: 1682.98 ms
[2021-05-14 17:52:52 main:574] : INFO : Epoch 1937 | loss: 0.0311706 | val_loss: 0.0311723 | Time: 1699.08 ms
[2021-05-14 17:52:54 main:574] : INFO : Epoch 1938 | loss: 0.0311692 | val_loss: 0.0311697 | Time: 1687.69 ms
[2021-05-14 17:52:56 main:574] : INFO : Epoch 1939 | loss: 0.0311711 | val_loss: 0.0311777 | Time: 1696.28 ms
[2021-05-14 17:52:57 main:574] : INFO : Epoch 1940 | loss: 0.0311728 | val_loss: 0.0311711 | Time: 1687.56 ms
[2021-05-14 17:52:59 main:574] : INFO : Epoch 1941 | loss: 0.0311732 | val_loss: 0.0311735 | Time: 1701.13 ms
[2021-05-14 17:53:01 main:574] : INFO : Epoch 1942 | loss: 0.0311716 | val_loss: 0.031173 | Time: 1682.31 ms
[2021-05-14 17:53:02 main:574] : INFO : Epoch 1943 | loss: 0.0311692 | val_loss: 0.0311709 | Time: 1694.01 ms
[2021-05-14 17:53:04 main:574] : INFO : Epoch 1944 | loss: 0.0311693 | val_loss: 0.0311727 | Time: 1696.09 ms
[2021-05-14 17:53:06 main:574] : INFO : Epoch 1945 | loss: 0.0311699 | val_loss: 0.0311718 | Time: 1694.18 ms
[2021-05-14 17:53:08 main:574] : INFO : Epoch 1946 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 1682.29 ms
[2021-05-14 17:53:09 main:574] : INFO : Epoch 1947 | loss: 0.0311687 | val_loss: 0.0311717 | Time: 1694.51 ms
[2021-05-14 17:53:11 main:574] : INFO : Epoch 1948 | loss: 0.031168 | val_loss: 0.031171 | Time: 1686.45 ms
[2021-05-14 17:53:13 main:574] : INFO : Epoch 1949 | loss: 0.031168 | val_loss: 0.0311712 | Time: 1702.83 ms
[2021-05-14 17:53:14 main:574] : INFO : Epoch 1950 | loss: 0.0311671 | val_loss: 0.0311715 | Time: 1695.65 ms
[2021-05-14 17:53:16 main:574] : INFO : Epoch 1951 | loss: 0.0311679 | val_loss: 0.0311721 | Time: 1692.76 ms
[2021-05-14 17:53:18 main:574] : INFO : Epoch 1952 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 1697.67 ms
[2021-05-14 17:53:20 main:574] : INFO : Epoch 1953 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 1695.19 ms
[2021-05-14 17:53:21 main:574] : INFO : Epoch 1954 | loss: 0.0311695 | val_loss: 0.0311722 | Time: 1685.26 ms
[2021-05-14 17:53:23 main:574] : INFO : Epoch 1955 | loss: 0.0311671 | val_loss: 0.0311724 | Time: 1686.61 ms
[2021-05-14 17:53:25 main:574] : INFO : Epoch 1956 | loss: 0.0311666 | val_loss: 0.031172 | Time: 1707.33 ms
[2021-05-14 17:53:26 main:574] : INFO : Epoch 1957 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 1691.71 ms
[2021-05-14 17:53:28 main:574] : INFO : Epoch 1958 | loss: 0.0311703 | val_loss: 0.0311722 | Time: 1689.89 ms
[2021-05-14 17:53:30 main:574] : INFO : Epoch 1959 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1688.22 ms
[2021-05-14 17:53:32 main:574] : INFO : Epoch 1960 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 1691.44 ms
[2021-05-14 17:53:33 main:574] : INFO : Epoch 1961 | loss: 0.0311704 | val_loss: 0.0311728 | Time: 1688.19 ms
[2021-05-14 17:53:35 main:574] : INFO : Epoch 1962 | loss: 0.0311701 | val_loss: 0.0311712 | Time: 1688.87 ms
[2021-05-14 17:53:37 main:574] : INFO : Epoch 1963 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1686.67 ms
[2021-05-14 17:53:38 main:574] : INFO : Epoch 1964 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 1685.24 ms
[2021-05-14 17:53:40 main:574] : INFO : Epoch 1965 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 1691.9 ms
[2021-05-14 17:53:42 main:574] : INFO : Epoch 1966 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 1694.33 ms
[2021-05-14 17:53:44 main:574] : INFO : Epoch 1967 | loss: 0.0311725 | val_loss: 0.0311865 | Time: 1691.7 ms
[2021-05-14 17:53:45 main:574] : INFO : Epoch 1968 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 1702.92 ms
[2021-05-14 17:53:47 main:574] : INFO : Epoch 1969 | loss: 0.0311667 | val_loss: 0.0311736 | Time: 1716.88 ms
[2021-05-14 17:53:49 main:574] : INFO : Epoch 1970 | loss: 0.031166 | val_loss: 0.0311741 | Time: 1688.96 ms
[2021-05-14 17:53:50 main:574] : INFO : Epoch 1971 | loss: 0.0311657 | val_loss: 0.031174 | Time: 1691.45 ms
[2021-05-14 17:53:52 main:574] : INFO : Epoch 1972 | loss: 0.031167 | val_loss: 0.0311738 | Time: 1689.46 ms
[2021-05-14 17:53:54 main:574] : INFO : Epoch 1973 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 1675.68 ms
[2021-05-14 17:53:56 main:574] : INFO : Epoch 1974 | loss: 0.031166 | val_loss: 0.0311751 | Time: 1699.31 ms
[2021-05-14 17:53:57 main:574] : INFO : Epoch 1975 | loss: 0.031167 | val_loss: 0.0311742 | Time: 1689.83 ms
[2021-05-14 17:53:59 main:574] : INFO : Epoch 1976 | loss: 0.0311675 | val_loss: 0.0311757 | Time: 1683.61 ms
[2021-05-14 17:54:01 main:574] : INFO : Epoch 1977 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 1688.99 ms
[2021-05-14 17:54:02 main:574] : INFO : Epoch 1978 | loss: 0.0311652 | val_loss: 0.0311726 | Time: 1687.48 ms
[2021-05-14 17:54:04 main:574] : INFO : Epoch 1979 | loss: 0.0311654 | val_loss: 0.0311749 | Time: 1684.24 ms
[2021-05-14 17:54:06 main:574] : INFO : Epoch 1980 | loss: 0.0311653 | val_loss: 0.031173 | Time: 1705.01 ms
[2021-05-14 17:54:08 main:574] : INFO : Epoch 1981 | loss: 0.0311656 | val_loss: 0.0311761 | Time: 1690.55 ms
[2021-05-14 17:54:09 main:574] : INFO : Epoch 1982 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 1688.06 ms
[2021-05-14 17:54:11 main:574] : INFO : Epoch 1983 | loss: 0.031168 | val_loss: 0.0311741 | Time: 1687.33 ms
[2021-05-14 17:54:13 main:574] : INFO : Epoch 1984 | loss: 0.0311677 | val_loss: 0.0311742 | Time: 1690.01 ms
[2021-05-14 17:54:14 main:574] : INFO : Epoch 1985 | loss: 0.0311662 | val_loss: 0.0311824 | Time: 1724.45 ms
[2021-05-14 17:54:16 main:574] : INFO : Epoch 1986 | loss: 0.03117 | val_loss: 0.0311725 | Time: 1688.17 ms
[2021-05-14 17:54:18 main:574] : INFO : Epoch 1987 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1680.45 ms
[2021-05-14 17:54:20 main:574] : INFO : Epoch 1988 | loss: 0.0311667 | val_loss: 0.0311746 | Time: 1695.8 ms
[2021-05-14 17:54:21 main:574] : INFO : Epoch 1989 | loss: 0.0311679 | val_loss: 0.0311787 | Time: 1687.37 ms
[2021-05-14 17:54:23 main:574] : INFO : Epoch 1990 | loss: 0.0311649 | val_loss: 0.0311716 | Time: 1689.44 ms
[2021-05-14 17:54:25 main:574] : INFO : Epoch 1991 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 1693.4 ms
[2021-05-14 17:54:26 main:574] : INFO : Epoch 1992 | loss: 0.0311668 | val_loss: 0.0311729 | Time: 1691.09 ms
[2021-05-14 17:54:28 main:574] : INFO : Epoch 1993 | loss: 0.0311647 | val_loss: 0.0311726 | Time: 1689.28 ms
[2021-05-14 17:54:30 main:574] : INFO : Epoch 1994 | loss: 0.0311644 | val_loss: 0.0311745 | Time: 1692.44 ms
[2021-05-14 17:54:32 main:574] : INFO : Epoch 1995 | loss: 0.0311637 | val_loss: 0.0311723 | Time: 1685.16 ms
[2021-05-14 17:54:33 main:574] : INFO : Epoch 1996 | loss: 0.0311644 | val_loss: 0.0311737 | Time: 1683.93 ms
[2021-05-14 17:54:35 main:574] : INFO : Epoch 1997 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 1690.71 ms
[2021-05-14 17:54:37 main:574] : INFO : Epoch 1998 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 1688.17 ms
[2021-05-14 17:54:38 main:574] : INFO : Epoch 1999 | loss: 0.0311653 | val_loss: 0.0311736 | Time: 1689.62 ms
[2021-05-14 17:54:40 main:574] : INFO : Epoch 2000 | loss: 0.0311658 | val_loss: 0.031186 | Time: 1692.91 ms
[2021-05-14 17:54:42 main:574] : INFO : Epoch 2001 | loss: 0.0311722 | val_loss: 0.0311735 | Time: 1690.07 ms
[2021-05-14 17:54:44 main:574] : INFO : Epoch 2002 | loss: 0.0311646 | val_loss: 0.031174 | Time: 1687.77 ms
[2021-05-14 17:54:45 main:574] : INFO : Epoch 2003 | loss: 0.0311668 | val_loss: 0.0311736 | Time: 1684.94 ms
[2021-05-14 17:54:47 main:574] : INFO : Epoch 2004 | loss: 0.031166 | val_loss: 0.0311744 | Time: 1688.62 ms
[2021-05-14 17:54:49 main:574] : INFO : Epoch 2005 | loss: 0.0311688 | val_loss: 0.0311827 | Time: 1686.92 ms
[2021-05-14 17:54:50 main:574] : INFO : Epoch 2006 | loss: 0.0311681 | val_loss: 0.0311738 | Time: 1682.8 ms
[2021-05-14 17:54:52 main:574] : INFO : Epoch 2007 | loss: 0.0311672 | val_loss: 0.0311749 | Time: 1683.72 ms
[2021-05-14 17:54:54 main:574] : INFO : Epoch 2008 | loss: 0.0311673 | val_loss: 0.0311716 | Time: 1696.14 ms
[2021-05-14 17:54:55 main:574] : INFO : Epoch 2009 | loss: 0.0311662 | val_loss: 0.0311731 | Time: 1691.84 ms
[2021-05-14 17:54:57 main:574] : INFO : Epoch 2010 | loss: 0.0311681 | val_loss: 0.0311787 | Time: 1683.96 ms
[2021-05-14 17:54:59 main:574] : INFO : Epoch 2011 | loss: 0.0311672 | val_loss: 0.0311716 | Time: 1697.58 ms
[2021-05-14 17:55:01 main:574] : INFO : Epoch 2012 | loss: 0.031165 | val_loss: 0.0311712 | Time: 1693.47 ms
[2021-05-14 17:55:02 main:574] : INFO : Epoch 2013 | loss: 0.0311671 | val_loss: 0.0311727 | Time: 1695.64 ms
[2021-05-14 17:55:04 main:574] : INFO : Epoch 2014 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 1686.71 ms
[2021-05-14 17:55:06 main:574] : INFO : Epoch 2015 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 1691 ms
[2021-05-14 17:55:08 main:574] : INFO : Epoch 2016 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 1694.78 ms
[2021-05-14 17:55:09 main:574] : INFO : Epoch 2017 | loss: 0.0311661 | val_loss: 0.0311827 | Time: 1686.98 ms
[2021-05-14 17:55:11 main:574] : INFO : Epoch 2018 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 1696.64 ms
[2021-05-14 17:55:13 main:574] : INFO : Epoch 2019 | loss: 0.0311636 | val_loss: 0.0311731 | Time: 1686.76 ms
[2021-05-14 17:55:14 main:574] : INFO : Epoch 2020 | loss: 0.0311637 | val_loss: 0.031171 | Time: 1684.52 ms
[2021-05-14 17:55:16 main:574] : INFO : Epoch 2021 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 1697.11 ms
[2021-05-14 17:55:18 main:574] : INFO : Epoch 2022 | loss: 0.031165 | val_loss: 0.0311764 | Time: 1697.65 ms
[2021-05-14 17:55:19 main:574] : INFO : Epoch 2023 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 1697.27 ms
[2021-05-14 17:55:21 main:574] : INFO : Epoch 2024 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 1684.57 ms
[2021-05-14 17:55:23 main:574] : INFO : Epoch 2025 | loss: 0.0311635 | val_loss: 0.031173 | Time: 1691.28 ms
[2021-05-14 17:55:25 main:574] : INFO : Epoch 2026 | loss: 0.0311625 | val_loss: 0.0311712 | Time: 1689.46 ms
[2021-05-14 17:55:26 main:574] : INFO : Epoch 2027 | loss: 0.0311653 | val_loss: 0.0311719 | Time: 1709.34 ms
[2021-05-14 17:55:28 main:574] : INFO : Epoch 2028 | loss: 0.0311698 | val_loss: 0.0311725 | Time: 1682.83 ms
[2021-05-14 17:55:30 main:574] : INFO : Epoch 2029 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 1693.83 ms
[2021-05-14 17:55:32 main:574] : INFO : Epoch 2030 | loss: 0.0311678 | val_loss: 0.031171 | Time: 1697.2 ms
[2021-05-14 17:55:33 main:574] : INFO : Epoch 2031 | loss: 0.0311654 | val_loss: 0.0311725 | Time: 1689.43 ms
[2021-05-14 17:55:35 main:574] : INFO : Epoch 2032 | loss: 0.0311652 | val_loss: 0.0311725 | Time: 1697.15 ms
[2021-05-14 17:55:37 main:574] : INFO : Epoch 2033 | loss: 0.0311658 | val_loss: 0.0311787 | Time: 1696.3 ms
[2021-05-14 17:55:38 main:574] : INFO : Epoch 2034 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 1684.94 ms
[2021-05-14 17:55:40 main:574] : INFO : Epoch 2035 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 1693.24 ms
[2021-05-14 17:55:42 main:574] : INFO : Epoch 2036 | loss: 0.0311655 | val_loss: 0.0311742 | Time: 1694.05 ms
[2021-05-14 17:55:44 main:574] : INFO : Epoch 2037 | loss: 0.0311651 | val_loss: 0.0311907 | Time: 1688.09 ms
[2021-05-14 17:55:45 main:574] : INFO : Epoch 2038 | loss: 0.0311712 | val_loss: 0.0311831 | Time: 1695.75 ms
[2021-05-14 17:55:47 main:574] : INFO : Epoch 2039 | loss: 0.0311673 | val_loss: 0.0311769 | Time: 1693.23 ms
[2021-05-14 17:55:49 main:574] : INFO : Epoch 2040 | loss: 0.031165 | val_loss: 0.0311737 | Time: 1687.56 ms
[2021-05-14 17:55:50 main:574] : INFO : Epoch 2041 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 1693.79 ms
[2021-05-14 17:55:52 main:574] : INFO : Epoch 2042 | loss: 0.0311669 | val_loss: 0.0311728 | Time: 1700.48 ms
[2021-05-14 17:55:54 main:574] : INFO : Epoch 2043 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 1692.6 ms
[2021-05-14 17:55:55 main:574] : INFO : Epoch 2044 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 1685.46 ms
[2021-05-14 17:55:57 main:574] : INFO : Epoch 2045 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 1701.72 ms
[2021-05-14 17:55:59 main:574] : INFO : Epoch 2046 | loss: 0.0311646 | val_loss: 0.0311753 | Time: 1683.32 ms
[2021-05-14 17:56:01 main:574] : INFO : Epoch 2047 | loss: 0.0311662 | val_loss: 0.0311738 | Time: 1692.08 ms
[2021-05-14 17:56:02 main:574] : INFO : Epoch 2048 | loss: 0.031164 | val_loss: 0.0311767 | Time: 1683.52 ms
[2021-05-14 17:56:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311767
[2021-05-14 17:56:02 main:603] : INFO : Saving end state to config to file
[2021-05-14 17:56:02 main:608] : INFO : Success, exiting..
17:56:02 (4488): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)