Task 9429856
| Name | ParityModified-1638637823-13259-0_0 |
| Workunit | 6845998 |
| Created | 4 Dec 2021, 17:10:24 UTC |
| Sent | 15 Dec 2021, 12:03:15 UTC |
| Report deadline | 23 Dec 2021, 12:03:15 UTC |
| Received | 15 Dec 2021, 14:56:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 1 hours 1 min 13 sec |
| CPU time | 54 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309725 | val_loss: 0.0313294 | Time: 1708.44 ms
[2021-12-15 14:02:44 main:574] : INFO : Epoch 1543 | loss: 0.030969 | val_loss: 0.0313317 | Time: 1701.83 ms
[2021-12-15 14:02:46 main:574] : INFO : Epoch 1544 | loss: 0.0309814 | val_loss: 0.031278 | Time: 1712.45 ms
[2021-12-15 14:02:48 main:574] : INFO : Epoch 1545 | loss: 0.0309776 | val_loss: 0.0312906 | Time: 1684.08 ms
[2021-12-15 14:02:50 main:574] : INFO : Epoch 1546 | loss: 0.0309802 | val_loss: 0.0313298 | Time: 1720.14 ms
[2021-12-15 14:02:51 main:574] : INFO : Epoch 1547 | loss: 0.030971 | val_loss: 0.0312945 | Time: 1693.82 ms
[2021-12-15 14:02:53 main:574] : INFO : Epoch 1548 | loss: 0.030966 | val_loss: 0.0313274 | Time: 1694.61 ms
[2021-12-15 14:02:55 main:574] : INFO : Epoch 1549 | loss: 0.030965 | val_loss: 0.03131 | Time: 1690.91 ms
[2021-12-15 14:02:56 main:574] : INFO : Epoch 1550 | loss: 0.0309661 | val_loss: 0.0313044 | Time: 1683.7 ms
[2021-12-15 14:02:58 main:574] : INFO : Epoch 1551 | loss: 0.0309679 | val_loss: 0.0313305 | Time: 1700.79 ms
[2021-12-15 14:03:00 main:574] : INFO : Epoch 1552 | loss: 0.030975 | val_loss: 0.0313075 | Time: 1682.51 ms
[2021-12-15 14:03:01 main:574] : INFO : Epoch 1553 | loss: 0.0309691 | val_loss: 0.0313117 | Time: 1696.89 ms
[2021-12-15 14:03:03 main:574] : INFO : Epoch 1554 | loss: 0.0309691 | val_loss: 0.0312797 | Time: 1690.5 ms
[2021-12-15 14:03:05 main:574] : INFO : Epoch 1555 | loss: 0.0309628 | val_loss: 0.0312939 | Time: 1690.94 ms
[2021-12-15 14:03:07 main:574] : INFO : Epoch 1556 | loss: 0.0309678 | val_loss: 0.0313232 | Time: 1695.02 ms
[2021-12-15 14:03:08 main:574] : INFO : Epoch 1557 | loss: 0.0309697 | val_loss: 0.0313081 | Time: 1701.98 ms
[2021-12-15 14:03:10 main:574] : INFO : Epoch 1558 | loss: 0.0309781 | val_loss: 0.0312937 | Time: 1690.07 ms
[2021-12-15 14:03:12 main:574] : INFO : Epoch 1559 | loss: 0.0309632 | val_loss: 0.0313146 | Time: 1692.14 ms
[2021-12-15 14:03:13 main:574] : INFO : Epoch 1560 | loss: 0.0309706 | val_loss: 0.0312999 | Time: 1699.22 ms
[2021-12-15 14:03:15 main:574] : INFO : Epoch 1561 | loss: 0.0309737 | val_loss: 0.0313365 | Time: 1711.36 ms
[2021-12-15 14:03:17 main:574] : INFO : Epoch 1562 | loss: 0.0309876 | val_loss: 0.0312897 | Time: 1692.37 ms
[2021-12-15 14:03:19 main:574] : INFO : Epoch 1563 | loss: 0.0309831 | val_loss: 0.0312688 | Time: 1712.57 ms
[2021-12-15 14:03:20 main:574] : INFO : Epoch 1564 | loss: 0.0309771 | val_loss: 0.0312895 | Time: 1702.96 ms
[2021-12-15 14:03:22 main:574] : INFO : Epoch 1565 | loss: 0.0309689 | val_loss: 0.0312979 | Time: 1689.4 ms
[2021-12-15 14:03:24 main:574] : INFO : Epoch 1566 | loss: 0.0309676 | val_loss: 0.0313611 | Time: 1694.32 ms
[2021-12-15 14:03:25 main:574] : INFO : Epoch 1567 | loss: 0.0309804 | val_loss: 0.0312713 | Time: 1693.97 ms
[2021-12-15 14:03:27 main:574] : INFO : Epoch 1568 | loss: 0.030982 | val_loss: 0.0312939 | Time: 1694.88 ms
[2021-12-15 14:03:29 main:574] : INFO : Epoch 1569 | loss: 0.0309768 | val_loss: 0.0313134 | Time: 1688.79 ms
[2021-12-15 14:03:31 main:574] : INFO : Epoch 1570 | loss: 0.0309768 | val_loss: 0.0313564 | Time: 1694.95 ms
[2021-12-15 14:03:32 main:574] : INFO : Epoch 1571 | loss: 0.0309769 | val_loss: 0.0313171 | Time: 1696.14 ms
[2021-12-15 14:03:34 main:574] : INFO : Epoch 1572 | loss: 0.0309707 | val_loss: 0.0312917 | Time: 1701.96 ms
[2021-12-15 14:03:36 main:574] : INFO : Epoch 1573 | loss: 0.030961 | val_loss: 0.0313067 | Time: 1695.98 ms
[2021-12-15 14:03:37 main:574] : INFO : Epoch 1574 | loss: 0.0309625 | val_loss: 0.0313076 | Time: 1682.64 ms
[2021-12-15 14:03:39 main:574] : INFO : Epoch 1575 | loss: 0.0309616 | val_loss: 0.031274 | Time: 1677.47 ms
[2021-12-15 14:03:41 main:574] : INFO : Epoch 1576 | loss: 0.0309703 | val_loss: 0.0312803 | Time: 1708.44 ms
[2021-12-15 14:03:42 main:574] : INFO : Epoch 1577 | loss: 0.0309691 | val_loss: 0.0313299 | Time: 1699.3 ms
[2021-12-15 14:03:44 main:574] : INFO : Epoch 1578 | loss: 0.0309655 | val_loss: 0.0312834 | Time: 1920.21 ms
[2021-12-15 14:03:46 main:574] : INFO : Epoch 1579 | loss: 0.0309684 | val_loss: 0.031302 | Time: 1714.94 ms
[2021-12-15 14:03:48 main:574] : INFO : Epoch 1580 | loss: 0.0309589 | val_loss: 0.0313185 | Time: 1731.58 ms
[2021-12-15 14:03:50 main:574] : INFO : Epoch 1581 | loss: 0.030966 | val_loss: 0.0313252 | Time: 1743.23 ms
[2021-12-15 14:03:51 main:574] : INFO : Epoch 1582 | loss: 0.030976 | val_loss: 0.0313099 | Time: 1723.94 ms
[2021-12-15 14:03:53 main:574] : INFO : Epoch 1583 | loss: 0.0309704 | val_loss: 0.031283 | Time: 1716.54 ms
[2021-12-15 14:03:55 main:574] : INFO : Epoch 1584 | loss: 0.0309767 | val_loss: 0.0313059 | Time: 1713.03 ms
[2021-12-15 14:03:56 main:574] : INFO : Epoch 1585 | loss: 0.0309794 | val_loss: 0.0313044 | Time: 1715.66 ms
[2021-12-15 14:03:58 main:574] : INFO : Epoch 1586 | loss: 0.0309738 | val_loss: 0.0312924 | Time: 1708.66 ms
[2021-12-15 14:04:00 main:574] : INFO : Epoch 1587 | loss: 0.0309707 | val_loss: 0.0312944 | Time: 1842.76 ms
[2021-12-15 14:04:02 main:574] : INFO : Epoch 1588 | loss: 0.0309726 | val_loss: 0.0313032 | Time: 1714.5 ms
[2021-12-15 14:04:04 main:574] : INFO : Epoch 1589 | loss: 0.0309743 | val_loss: 0.0312726 | Time: 1708.98 ms
[2021-12-15 14:04:05 main:574] : INFO : Epoch 1590 | loss: 0.0309829 | val_loss: 0.0313008 | Time: 1711.58 ms
[2021-12-15 14:04:07 main:574] : INFO : Epoch 1591 | loss: 0.0309762 | val_loss: 0.0313466 | Time: 1691.28 ms
[2021-12-15 14:04:09 main:574] : INFO : Epoch 1592 | loss: 0.0309676 | val_loss: 0.0312901 | Time: 1696.97 ms
[2021-12-15 14:04:10 main:574] : INFO : Epoch 1593 | loss: 0.0309629 | val_loss: 0.0313643 | Time: 1759.65 ms
[2021-12-15 14:04:12 main:574] : INFO : Epoch 1594 | loss: 0.0309792 | val_loss: 0.0313165 | Time: 1856.17 ms
[2021-12-15 14:04:14 main:574] : INFO : Epoch 1595 | loss: 0.0309719 | val_loss: 0.031299 | Time: 1722.79 ms
[2021-12-15 14:04:16 main:574] : INFO : Epoch 1596 | loss: 0.0309691 | val_loss: 0.0313243 | Time: 1699.06 ms
[2021-12-15 14:04:17 main:574] : INFO : Epoch 1597 | loss: 0.030971 | val_loss: 0.0312849 | Time: 1707.77 ms
[2021-12-15 14:04:19 main:574] : INFO : Epoch 1598 | loss: 0.0309627 | val_loss: 0.0312909 | Time: 1694.92 ms
[2021-12-15 14:04:21 main:574] : INFO : Epoch 1599 | loss: 0.030965 | val_loss: 0.031307 | Time: 1713.41 ms
[2021-12-15 14:04:23 main:574] : INFO : Epoch 1600 | loss: 0.0309604 | val_loss: 0.0312969 | Time: 1702.31 ms
[2021-12-15 14:04:24 main:574] : INFO : Epoch 1601 | loss: 0.0309724 | val_loss: 0.0312898 | Time: 1803.36 ms
[2021-12-15 14:04:26 main:574] : INFO : Epoch 1602 | loss: 0.0309706 | val_loss: 0.0312923 | Time: 1693.68 ms
[2021-12-15 14:04:28 main:574] : INFO : Epoch 1603 | loss: 0.0309799 | val_loss: 0.0312648 | Time: 1695.82 ms
[2021-12-15 14:04:30 main:574] : INFO : Epoch 1604 | loss: 0.0309783 | val_loss: 0.0313119 | Time: 1695.96 ms
[2021-12-15 14:04:31 main:574] : INFO : Epoch 1605 | loss: 0.0309683 | val_loss: 0.0313295 | Time: 1695.58 ms
[2021-12-15 14:04:33 main:574] : INFO : Epoch 1606 | loss: 0.0309691 | val_loss: 0.031291 | Time: 1696.24 ms
[2021-12-15 14:04:35 main:574] : INFO : Epoch 1607 | loss: 0.0309701 | val_loss: 0.0312843 | Time: 1678.02 ms
[2021-12-15 14:04:36 main:574] : INFO : Epoch 1608 | loss: 0.0309708 | val_loss: 0.0312905 | Time: 1691.52 ms
[2021-12-15 14:04:38 main:574] : INFO : Epoch 1609 | loss: 0.0309667 | val_loss: 0.0313114 | Time: 1741.91 ms
[2021-12-15 14:04:40 main:574] : INFO : Epoch 1610 | loss: 0.0309696 | val_loss: 0.0313068 | Time: 1711.58 ms
[2021-12-15 14:04:42 main:574] : INFO : Epoch 1611 | loss: 0.0309774 | val_loss: 0.0313025 | Time: 1700.12 ms
[2021-12-15 14:04:43 main:574] : INFO : Epoch 1612 | loss: 0.0309727 | val_loss: 0.0313191 | Time: 1740.17 ms
[2021-12-15 14:04:45 main:574] : INFO : Epoch 1613 | loss: 0.0309613 | val_loss: 0.0313345 | Time: 1731.03 ms
[2021-12-15 14:04:47 main:574] : INFO : Epoch 1614 | loss: 0.0309603 | val_loss: 0.0313383 | Time: 1700.61 ms
[2021-12-15 14:04:59 main:574] : INFO : Epoch 1615 | loss: 0.0309631 | val_loss: 0.0312682 | Time: 12034 ms
[2021-12-15 14:05:00 main:574] : INFO : Epoch 1616 | loss: 0.0309647 | val_loss: 0.0313015 | Time: 1714.53 ms
[2021-12-15 14:05:02 main:574] : INFO : Epoch 1617 | loss: 0.0309678 | val_loss: 0.0313104 | Time: 1814.36 ms
[2021-12-15 14:05:04 main:574] : INFO : Epoch 1618 | loss: 0.0309608 | val_loss: 0.0313276 | Time: 1700.54 ms
[2021-12-15 14:05:06 main:574] : INFO : Epoch 1619 | loss: 0.0309677 | val_loss: 0.0313321 | Time: 1747.88 ms
[2021-12-15 14:05:08 main:574] : INFO : Epoch 1620 | loss: 0.0309699 | val_loss: 0.0313002 | Time: 1735.58 ms
[2021-12-15 14:05:09 main:574] : INFO : Epoch 1621 | loss: 0.0309712 | val_loss: 0.031345 | Time: 1862.91 ms
[2021-12-15 14:05:11 main:574] : INFO : Epoch 1622 | loss: 0.0309723 | val_loss: 0.0313132 | Time: 1931.72 ms
[2021-12-15 14:05:13 main:574] : INFO : Epoch 1623 | loss: 0.0309764 | val_loss: 0.0313277 | Time: 1720.89 ms
[2021-12-15 14:05:15 main:574] : INFO : Epoch 1624 | loss: 0.0309733 | val_loss: 0.0313081 | Time: 1722.06 ms
[2021-12-15 14:05:17 main:574] : INFO : Epoch 1625 | loss: 0.0309725 | val_loss: 0.0313295 | Time: 1727.55 ms
[2021-12-15 14:05:18 main:574] : INFO : Epoch 1626 | loss: 0.0309754 | val_loss: 0.0313102 | Time: 1704.14 ms
[2021-12-15 14:05:20 main:574] : INFO : Epoch 1627 | loss: 0.0309679 | val_loss: 0.0313413 | Time: 1709.52 ms
[2021-12-15 14:05:22 main:574] : INFO : Epoch 1628 | loss: 0.0309672 | val_loss: 0.0313107 | Time: 1692.11 ms
[2021-12-15 14:05:23 main:574] : INFO : Epoch 1629 | loss: 0.0309688 | val_loss: 0.03129 | Time: 1688.92 ms
[2021-12-15 14:05:25 main:574] : INFO : Epoch 1630 | loss: 0.0309691 | val_loss: 0.0313247 | Time: 1712.34 ms
[2021-12-15 14:05:27 main:574] : INFO : Epoch 1631 | loss: 0.0309694 | val_loss: 0.0312797 | Time: 1741.22 ms
[2021-12-15 14:05:29 main:574] : INFO : Epoch 1632 | loss: 0.0309632 | val_loss: 0.031328 | Time: 1715.63 ms
[2021-12-15 14:05:30 main:574] : INFO : Epoch 1633 | loss: 0.030968 | val_loss: 0.0312844 | Time: 1707.7 ms
[2021-12-15 14:05:32 main:574] : INFO : Epoch 1634 | loss: 0.0309743 | val_loss: 0.0313236 | Time: 1697.37 ms
[2021-12-15 14:05:34 main:574] : INFO : Epoch 1635 | loss: 0.0309798 | val_loss: 0.0313022 | Time: 1697.55 ms
[2021-12-15 14:05:35 main:574] : INFO : Epoch 1636 | loss: 0.0309768 | val_loss: 0.0313186 | Time: 1711.77 ms
[2021-12-15 14:05:37 main:574] : INFO : Epoch 1637 | loss: 0.0309824 | val_loss: 0.0313144 | Time: 1700.58 ms
[2021-12-15 14:05:39 main:574] : INFO : Epoch 1638 | loss: 0.0309724 | val_loss: 0.031313 | Time: 1732.5 ms
[2021-12-15 14:05:41 main:574] : INFO : Epoch 1639 | loss: 0.0309728 | val_loss: 0.0313484 | Time: 1702.42 ms
[2021-12-15 14:05:42 main:574] : INFO : Epoch 1640 | loss: 0.0309803 | val_loss: 0.0313222 | Time: 1744.85 ms
[2021-12-15 14:05:44 main:574] : INFO : Epoch 1641 | loss: 0.0309708 | val_loss: 0.0313051 | Time: 1868.47 ms
[2021-12-15 14:05:46 main:574] : INFO : Epoch 1642 | loss: 0.0309669 | val_loss: 0.0312911 | Time: 1756.56 ms
[2021-12-15 14:05:48 main:574] : INFO : Epoch 1643 | loss: 0.0309663 | val_loss: 0.0313174 | Time: 1694.73 ms
[2021-12-15 14:05:49 main:574] : INFO : Epoch 1644 | loss: 0.0309673 | val_loss: 0.0313505 | Time: 1673.52 ms
[2021-12-15 14:05:51 main:574] : INFO : Epoch 1645 | loss: 0.030976 | val_loss: 0.0312938 | Time: 1693.97 ms
[2021-12-15 14:05:53 main:574] : INFO : Epoch 1646 | loss: 0.0309671 | val_loss: 0.0313004 | Time: 1753.28 ms
[2021-12-15 14:05:55 main:574] : INFO : Epoch 1647 | loss: 0.0309696 | val_loss: 0.0313231 | Time: 1693.27 ms
[2021-12-15 14:05:56 main:574] : INFO : Epoch 1648 | loss: 0.0309601 | val_loss: 0.0312868 | Time: 1748.59 ms
[2021-12-15 14:05:58 main:574] : INFO : Epoch 1649 | loss: 0.0309822 | val_loss: 0.0312897 | Time: 1776.8 ms
[2021-12-15 14:06:00 main:574] : INFO : Epoch 1650 | loss: 0.0309672 | val_loss: 0.0312858 | Time: 2275.99 ms
[2021-12-15 14:06:02 main:574] : INFO : Epoch 1651 | loss: 0.0309648 | val_loss: 0.0313013 | Time: 1708.28 ms
[2021-12-15 14:06:04 main:574] : INFO : Epoch 1652 | loss: 0.0309628 | val_loss: 0.0313171 | Time: 1684.96 ms
[2021-12-15 14:06:06 main:574] : INFO : Epoch 1653 | loss: 0.0309621 | val_loss: 0.0312969 | Time: 1795.42 ms
[2021-12-15 14:06:07 main:574] : INFO : Epoch 1654 | loss: 0.0309655 | val_loss: 0.0312995 | Time: 1762.51 ms
[2021-12-15 14:06:09 main:574] : INFO : Epoch 1655 | loss: 0.0309721 | val_loss: 0.0312991 | Time: 1706.68 ms
[2021-12-15 14:06:11 main:574] : INFO : Epoch 1656 | loss: 0.0309729 | val_loss: 0.0313336 | Time: 1711.48 ms
[2021-12-15 14:06:13 main:574] : INFO : Epoch 1657 | loss: 0.0309692 | val_loss: 0.0312938 | Time: 1714.85 ms
[2021-12-15 14:06:15 main:574] : INFO : Epoch 1658 | loss: 0.0309639 | val_loss: 0.0313182 | Time: 1971.38 ms
[2021-12-15 14:06:17 main:574] : INFO : Epoch 1659 | loss: 0.0309654 | val_loss: 0.0312998 | Time: 2115.41 ms
[2021-12-15 14:06:19 main:574] : INFO : Epoch 1660 | loss: 0.0309635 | val_loss: 0.0312929 | Time: 2028.73 ms
[2021-12-15 14:06:21 main:574] : INFO : Epoch 1661 | loss: 0.0309619 | val_loss: 0.0312737 | Time: 1985.4 ms
[2021-12-15 14:06:22 main:574] : INFO : Epoch 1662 | loss: 0.0309726 | val_loss: 0.031276 | Time: 1735.19 ms
[2021-12-15 14:06:24 main:574] : INFO : Epoch 1663 | loss: 0.0309662 | val_loss: 0.0312903 | Time: 1729.09 ms
[2021-12-15 14:06:26 main:574] : INFO : Epoch 1664 | loss: 0.0309696 | val_loss: 0.0312862 | Time: 1729.81 ms
[2021-12-15 14:06:28 main:574] : INFO : Epoch 1665 | loss: 0.030975 | val_loss: 0.031278 | Time: 1734.31 ms
[2021-12-15 14:06:29 main:574] : INFO : Epoch 1666 | loss: 0.0309704 | val_loss: 0.0312925 | Time: 1737.93 ms
[2021-12-15 14:06:31 main:574] : INFO : Epoch 1667 | loss: 0.0309719 | val_loss: 0.0312875 | Time: 1730.95 ms
[2021-12-15 14:06:33 main:574] : INFO : Epoch 1668 | loss: 0.030971 | val_loss: 0.0312958 | Time: 1738.33 ms
[2021-12-15 14:06:35 main:574] : INFO : Epoch 1669 | loss: 0.030959 | val_loss: 0.0312971 | Time: 1743.85 ms
[2021-12-15 14:06:37 main:574] : INFO : Epoch 1670 | loss: 0.0309701 | val_loss: 0.0312937 | Time: 1832.7 ms
[2021-12-15 14:06:38 main:574] : INFO : Epoch 1671 | loss: 0.0309724 | val_loss: 0.0312909 | Time: 1727.03 ms
[2021-12-15 14:06:40 main:574] : INFO : Epoch 1672 | loss: 0.0309719 | val_loss: 0.0313 | Time: 1707.03 ms
[2021-12-15 14:06:42 main:574] : INFO : Epoch 1673 | loss: 0.0309735 | val_loss: 0.031306 | Time: 1713.64 ms
[2021-12-15 14:06:43 main:574] : INFO : Epoch 1674 | loss: 0.0309638 | val_loss: 0.0312787 | Time: 1720.17 ms
[2021-12-15 14:06:45 main:574] : INFO : Epoch 1675 | loss: 0.0309728 | val_loss: 0.0313506 | Time: 1723.46 ms
[2021-12-15 14:06:47 main:574] : INFO : Epoch 1676 | loss: 0.0309762 | val_loss: 0.0312939 | Time: 1724.47 ms
[2021-12-15 14:06:49 main:574] : INFO : Epoch 1677 | loss: 0.0309746 | val_loss: 0.0313136 | Time: 2109.12 ms
[2021-12-15 14:06:51 main:574] : INFO : Epoch 1678 | loss: 0.0309831 | val_loss: 0.031295 | Time: 2041 ms
[2021-12-15 14:06:53 main:574] : INFO : Epoch 1679 | loss: 0.0309827 | val_loss: 0.0312921 | Time: 1816.88 ms
[2021-12-15 14:06:55 main:574] : INFO : Epoch 1680 | loss: 0.0309816 | val_loss: 0.0313277 | Time: 1701.89 ms
[2021-12-15 14:06:56 main:574] : INFO : Epoch 1681 | loss: 0.0309642 | val_loss: 0.0313188 | Time: 1707.17 ms
[2021-12-15 14:07:08 main:574] : INFO : Epoch 1682 | loss: 0.0309679 | val_loss: 0.0313077 | Time: 11962.2 ms
[2021-12-15 14:07:10 main:574] : INFO : Epoch 1683 | loss: 0.0309689 | val_loss: 0.0312863 | Time: 1720.43 ms
[2021-12-15 14:07:12 main:574] : INFO : Epoch 1684 | loss: 0.0309705 | val_loss: 0.031338 | Time: 1757.51 ms
[2021-12-15 14:07:14 main:574] : INFO : Epoch 1685 | loss: 0.0309813 | val_loss: 0.0313282 | Time: 1892.31 ms
[2021-12-15 14:07:15 main:574] : INFO : Epoch 1686 | loss: 0.0309728 | val_loss: 0.0313241 | Time: 1720.26 ms
[2021-12-15 14:07:17 main:574] : INFO : Epoch 1687 | loss: 0.030968 | val_loss: 0.0313063 | Time: 1721.46 ms
[2021-12-15 14:07:19 main:574] : INFO : Epoch 1688 | loss: 0.0309758 | val_loss: 0.0312848 | Time: 1714.49 ms
[2021-12-15 14:07:21 main:574] : INFO : Epoch 1689 | loss: 0.0309725 | val_loss: 0.0312822 | Time: 1729.2 ms
[2021-12-15 14:07:22 main:574] : INFO : Epoch 1690 | loss: 0.0309688 | val_loss: 0.0312999 | Time: 1717.17 ms
[2021-12-15 14:07:24 main:574] : INFO : Epoch 1691 | loss: 0.0309766 | val_loss: 0.0312799 | Time: 1708.78 ms
[2021-12-15 14:07:26 main:574] : INFO : Epoch 1692 | loss: 0.0309696 | val_loss: 0.0313027 | Time: 1761.5 ms
[2021-12-15 14:07:28 main:574] : INFO : Epoch 1693 | loss: 0.0309676 | val_loss: 0.0313043 | Time: 1848.23 ms
[2021-12-15 14:07:29 main:574] : INFO : Epoch 1694 | loss: 0.0309663 | val_loss: 0.0313169 | Time: 1726.33 ms
[2021-12-15 14:07:31 main:574] : INFO : Epoch 1695 | loss: 0.0309646 | val_loss: 0.0312651 | Time: 1696.57 ms
[2021-12-15 14:07:33 main:574] : INFO : Epoch 1696 | loss: 0.0309768 | val_loss: 0.0313056 | Time: 1700.12 ms
[2021-12-15 14:07:35 main:574] : INFO : Epoch 1697 | loss: 0.0309804 | val_loss: 0.0313203 | Time: 1720.64 ms
[2021-12-15 14:07:36 main:574] : INFO : Epoch 1698 | loss: 0.0309672 | val_loss: 0.0312941 | Time: 1738.32 ms
[2021-12-15 14:07:38 main:574] : INFO : Epoch 1699 | loss: 0.0309658 | val_loss: 0.0312951 | Time: 1715.5 ms
[2021-12-15 14:07:40 main:574] : INFO : Epoch 1700 | loss: 0.0309649 | val_loss: 0.0313177 | Time: 1696.72 ms
[2021-12-15 14:07:42 main:574] : INFO : Epoch 1701 | loss: 0.0309723 | val_loss: 0.0313103 | Time: 1696.02 ms
[2021-12-15 14:07:43 main:574] : INFO : Epoch 1702 | loss: 0.0309756 | val_loss: 0.0312959 | Time: 1703.87 ms
[2021-12-15 14:07:45 main:574] : INFO : Epoch 1703 | loss: 0.0309689 | val_loss: 0.031323 | Time: 1695.03 ms
[2021-12-15 14:07:47 main:574] : INFO : Epoch 1704 | loss: 0.0309651 | val_loss: 0.031321 | Time: 1695.43 ms
[2021-12-15 14:07:48 main:574] : INFO : Epoch 1705 | loss: 0.0309831 | val_loss: 0.0313285 | Time: 1714.32 ms
[2021-12-15 14:07:50 main:574] : INFO : Epoch 1706 | loss: 0.0309813 | val_loss: 0.0312842 | Time: 1684.9 ms
[2021-12-15 14:07:52 main:574] : INFO : Epoch 1707 | loss: 0.0309668 | val_loss: 0.0313106 | Time: 1690.94 ms
[2021-12-15 14:07:53 main:574] : INFO : Epoch 1708 | loss: 0.0309693 | val_loss: 0.0313107 | Time: 1701.89 ms
[2021-12-15 14:07:55 main:574] : INFO : Epoch 1709 | loss: 0.0309746 | val_loss: 0.0313083 | Time: 1693.62 ms
[2021-12-15 14:07:57 main:574] : INFO : Epoch 1710 | loss: 0.0309745 | val_loss: 0.0312732 | Time: 1708.02 ms
[2021-12-15 14:07:59 main:574] : INFO : Epoch 1711 | loss: 0.0309684 | val_loss: 0.0312996 | Time: 1719.09 ms
[2021-12-15 14:08:00 main:574] : INFO : Epoch 1712 | loss: 0.0309605 | val_loss: 0.0312732 | Time: 1705.38 ms
[2021-12-15 14:08:02 main:574] : INFO : Epoch 1713 | loss: 0.0309672 | val_loss: 0.0312831 | Time: 1723.07 ms
[2021-12-15 14:08:04 main:574] : INFO : Epoch 1714 | loss: 0.0309606 | val_loss: 0.0313336 | Time: 1710.67 ms
[2021-12-15 14:08:06 main:574] : INFO : Epoch 1715 | loss: 0.0309576 | val_loss: 0.0313033 | Time: 1721.07 ms
[2021-12-15 14:08:07 main:574] : INFO : Epoch 1716 | loss: 0.030959 | val_loss: 0.0313262 | Time: 1673.32 ms
[2021-12-15 14:08:09 main:574] : INFO : Epoch 1717 | loss: 0.0309593 | val_loss: 0.031347 | Time: 1724.33 ms
[2021-12-15 14:08:11 main:574] : INFO : Epoch 1718 | loss: 0.030968 | val_loss: 0.0312862 | Time: 1968.01 ms
[2021-12-15 14:08:13 main:574] : INFO : Epoch 1719 | loss: 0.0309696 | val_loss: 0.0312897 | Time: 1708.25 ms
[2021-12-15 14:08:14 main:574] : INFO : Epoch 1720 | loss: 0.0309778 | val_loss: 0.0312537 | Time: 1710.49 ms
[2021-12-15 14:08:16 main:574] : INFO : Epoch 1721 | loss: 0.0309806 | val_loss: 0.0313211 | Time: 1693.68 ms
[2021-12-15 14:08:18 main:574] : INFO : Epoch 1722 | loss: 0.0309795 | val_loss: 0.0313243 | Time: 1692.49 ms
[2021-12-15 14:08:20 main:574] : INFO : Epoch 1723 | loss: 0.0309747 | val_loss: 0.031293 | Time: 1777.07 ms
[2021-12-15 14:08:21 main:574] : INFO : Epoch 1724 | loss: 0.030971 | val_loss: 0.0313381 | Time: 1713.05 ms
[2021-12-15 14:08:23 main:574] : INFO : Epoch 1725 | loss: 0.0309724 | val_loss: 0.0313123 | Time: 1713.83 ms
[2021-12-15 14:08:25 main:574] : INFO : Epoch 1726 | loss: 0.0309754 | val_loss: 0.0313093 | Time: 1697.63 ms
[2021-12-15 14:08:26 main:574] : INFO : Epoch 1727 | loss: 0.0309627 | val_loss: 0.0313257 | Time: 1694.24 ms
[2021-12-15 14:08:28 main:574] : INFO : Epoch 1728 | loss: 0.0309975 | val_loss: 0.0313112 | Time: 1697.47 ms
[2021-12-15 14:08:30 main:574] : INFO : Epoch 1729 | loss: 0.0309792 | val_loss: 0.0313027 | Time: 1697.98 ms
[2021-12-15 14:08:32 main:574] : INFO : Epoch 1730 | loss: 0.030971 | val_loss: 0.0312794 | Time: 1699.06 ms
[2021-12-15 14:08:33 main:574] : INFO : Epoch 1731 | loss: 0.0309809 | val_loss: 0.0313136 | Time: 1713.24 ms
[2021-12-15 14:08:35 main:574] : INFO : Epoch 1732 | loss: 0.0309721 | val_loss: 0.0312827 | Time: 1815.19 ms
[2021-12-15 14:08:37 main:574] : INFO : Epoch 1733 | loss: 0.0309715 | val_loss: 0.0313005 | Time: 1699.94 ms
[2021-12-15 14:08:39 main:574] : INFO : Epoch 1734 | loss: 0.0309661 | val_loss: 0.0312968 | Time: 1697.95 ms
[2021-12-15 14:08:40 main:574] : INFO : Epoch 1735 | loss: 0.0309696 | val_loss: 0.0313186 | Time: 1709.89 ms
[2021-12-15 14:08:42 main:574] : INFO : Epoch 1736 | loss: 0.0309706 | val_loss: 0.0313056 | Time: 1703.75 ms
[2021-12-15 14:08:44 main:574] : INFO : Epoch 1737 | loss: 0.0309655 | val_loss: 0.0313287 | Time: 1711.86 ms
[2021-12-15 14:08:45 main:574] : INFO : Epoch 1738 | loss: 0.0309674 | val_loss: 0.0312967 | Time: 1706.94 ms
[2021-12-15 14:08:47 main:574] : INFO : Epoch 1739 | loss: 0.0309581 | val_loss: 0.0313015 | Time: 1703.5 ms
[2021-12-15 14:08:49 main:574] : INFO : Epoch 1740 | loss: 0.0309641 | val_loss: 0.0312802 | Time: 1706.15 ms
[2021-12-15 14:08:51 main:574] : INFO : Epoch 1741 | loss: 0.0309752 | val_loss: 0.031312 | Time: 1699.24 ms
[2021-12-15 14:08:52 main:574] : INFO : Epoch 1742 | loss: 0.0309627 | val_loss: 0.031322 | Time: 1704.92 ms
[2021-12-15 14:08:54 main:574] : INFO : Epoch 1743 | loss: 0.0309702 | val_loss: 0.0313034 | Time: 1690.54 ms
[2021-12-15 14:08:56 main:574] : INFO : Epoch 1744 | loss: 0.0309651 | val_loss: 0.0313096 | Time: 1743.61 ms
[2021-12-15 14:08:57 main:574] : INFO : Epoch 1745 | loss: 0.0309608 | val_loss: 0.0312983 | Time: 1696.35 ms
[2021-12-15 14:08:59 main:574] : INFO : Epoch 1746 | loss: 0.0309698 | val_loss: 0.0313165 | Time: 1696.71 ms
[2021-12-15 14:09:01 main:574] : INFO : Epoch 1747 | loss: 0.0309608 | val_loss: 0.0313147 | Time: 1710.2 ms
[2021-12-15 14:09:03 main:574] : INFO : Epoch 1748 | loss: 0.0309608 | val_loss: 0.0313165 | Time: 1767.7 ms
[2021-12-15 14:09:04 main:574] : INFO : Epoch 1749 | loss: 0.0309715 | val_loss: 0.0313025 | Time: 1741.19 ms
[2021-12-15 14:09:06 main:574] : INFO : Epoch 1750 | loss: 0.0309713 | val_loss: 0.0313124 | Time: 1748.01 ms
[2021-12-15 14:09:08 main:574] : INFO : Epoch 1751 | loss: 0.0309709 | val_loss: 0.0312996 | Time: 1743.25 ms
[2021-12-15 14:09:10 main:574] : INFO : Epoch 1752 | loss: 0.0309654 | val_loss: 0.0313282 | Time: 1719.29 ms
[2021-12-15 14:09:11 main:574] : INFO : Epoch 1753 | loss: 0.0309643 | val_loss: 0.0313242 | Time: 1721.01 ms
[2021-12-15 14:09:13 main:574] : INFO : Epoch 1754 | loss: 0.0309758 | val_loss: 0.0313404 | Time: 1736.63 ms
[2021-12-15 14:09:15 main:574] : INFO : Epoch 1755 | loss: 0.03098 | val_loss: 0.0312676 | Time: 1742.97 ms
[2021-12-15 14:09:17 main:574] : INFO : Epoch 1756 | loss: 0.0309779 | val_loss: 0.0313133 | Time: 1729.99 ms
[2021-12-15 14:09:18 main:574] : INFO : Epoch 1757 | loss: 0.0309598 | val_loss: 0.0312833 | Time: 1762.9 ms
[2021-12-15 14:09:20 main:574] : INFO : Epoch 1758 | loss: 0.0309685 | val_loss: 0.0313098 | Time: 1730.19 ms
[2021-12-15 14:09:22 main:574] : INFO : Epoch 1759 | loss: 0.0309708 | val_loss: 0.0312915 | Time: 1712.14 ms
[2021-12-15 14:09:24 main:574] : INFO : Epoch 1760 | loss: 0.030964 | val_loss: 0.0313136 | Time: 1722.15 ms
[2021-12-15 14:09:25 main:574] : INFO : Epoch 1761 | loss: 0.0309737 | val_loss: 0.0312843 | Time: 1708.51 ms
[2021-12-15 14:09:27 main:574] : INFO : Epoch 1762 | loss: 0.0309699 | val_loss: 0.0313213 | Time: 1723.35 ms
[2021-12-15 14:09:29 main:574] : INFO : Epoch 1763 | loss: 0.0309685 | val_loss: 0.0312971 | Time: 1706.9 ms
[2021-12-15 14:09:30 main:574] : INFO : Epoch 1764 | loss: 0.0309632 | val_loss: 0.031316 | Time: 1711.85 ms
[2021-12-15 14:09:32 main:574] : INFO : Epoch 1765 | loss: 0.0309659 | val_loss: 0.0312943 | Time: 1711.71 ms
[2021-12-15 14:09:34 main:574] : INFO : Epoch 1766 | loss: 0.0309736 | val_loss: 0.0313166 | Time: 1717.02 ms
[2021-12-15 14:09:36 main:574] : INFO : Epoch 1767 | loss: 0.0309698 | val_loss: 0.0313001 | Time: 1699.64 ms
[2021-12-15 14:09:37 main:574] : INFO : Epoch 1768 | loss: 0.0309762 | val_loss: 0.0313068 | Time: 1693.7 ms
[2021-12-15 14:09:39 main:574] : INFO : Epoch 1769 | loss: 0.0309762 | val_loss: 0.0313345 | Time: 1692.39 ms
[2021-12-15 14:09:41 main:574] : INFO : Epoch 1770 | loss: 0.0309566 | val_loss: 0.0313222 | Time: 1691.88 ms
[2021-12-15 14:09:42 main:574] : INFO : Epoch 1771 | loss: 0.0309585 | val_loss: 0.0313094 | Time: 1693.46 ms
[2021-12-15 14:09:44 main:574] : INFO : Epoch 1772 | loss: 0.0309654 | val_loss: 0.0313326 | Time: 1703.51 ms
[2021-12-15 14:09:46 main:574] : INFO : Epoch 1773 | loss: 0.0309689 | val_loss: 0.0312813 | Time: 1697.41 ms
[2021-12-15 14:09:48 main:574] : INFO : Epoch 1774 | loss: 0.0309808 | val_loss: 0.0313151 | Time: 1713.14 ms
[2021-12-15 14:09:49 main:574] : INFO : Epoch 1775 | loss: 0.0309733 | val_loss: 0.0313009 | Time: 1708.7 ms
[2021-12-15 14:09:51 main:574] : INFO : Epoch 1776 | loss: 0.0309662 | val_loss: 0.031358 | Time: 1698.62 ms
[2021-12-15 14:09:53 main:574] : INFO : Epoch 1777 | loss: 0.0309654 | val_loss: 0.0312895 | Time: 1701.52 ms
[2021-12-15 14:09:54 main:574] : INFO : Epoch 1778 | loss: 0.0309628 | val_loss: 0.0313247 | Time: 1707 ms
[2021-12-15 14:09:56 main:574] : INFO : Epoch 1779 | loss: 0.0309559 | val_loss: 0.0313369 | Time: 1700.47 ms
[2021-12-15 14:09:58 main:574] : INFO : Epoch 1780 | loss: 0.0309573 | val_loss: 0.0312839 | Time: 1702.43 ms
[2021-12-15 14:10:00 main:574] : INFO : Epoch 1781 | loss: 0.0309602 | val_loss: 0.0313029 | Time: 1693.5 ms
[2021-12-15 14:10:01 main:574] : INFO : Epoch 1782 | loss: 0.0309639 | val_loss: 0.0313267 | Time: 1707.16 ms
[2021-12-15 14:10:03 main:574] : INFO : Epoch 1783 | loss: 0.0309665 | val_loss: 0.0313071 | Time: 1703.51 ms
[2021-12-15 14:10:05 main:574] : INFO : Epoch 1784 | loss: 0.0309794 | val_loss: 0.0312688 | Time: 1706.82 ms
[2021-12-15 14:10:06 main:574] : INFO : Epoch 1785 | loss: 0.0310169 | val_loss: 0.031345 | Time: 1785.56 ms
[2021-12-15 14:10:08 main:574] : INFO : Epoch 1786 | loss: 0.0319376 | val_loss: 0.0321307 | Time: 1709.5 ms
[2021-12-15 14:10:10 main:574] : INFO : Epoch 1787 | loss: 0.0317445 | val_loss: 0.0313265 | Time: 1699.97 ms
[2021-12-15 14:10:12 main:574] : INFO : Epoch 1788 | loss: 0.031284 | val_loss: 0.0312437 | Time: 1681.73 ms
[2021-12-15 14:10:13 main:574] : INFO : Epoch 1789 | loss: 0.0312248 | val_loss: 0.0312054 | Time: 1709.06 ms
[2021-12-15 14:10:15 main:574] : INFO : Epoch 1790 | loss: 0.0311791 | val_loss: 0.0311866 | Time: 1708.67 ms
[2021-12-15 14:10:17 main:574] : INFO : Epoch 1791 | loss: 0.0311577 | val_loss: 0.0311691 | Time: 1716.02 ms
[2021-12-15 14:10:18 main:574] : INFO : Epoch 1792 | loss: 0.0311378 | val_loss: 0.0311662 | Time: 1723.2 ms
[2021-12-15 14:10:20 main:574] : INFO : Epoch 1793 | loss: 0.03113 | val_loss: 0.0311667 | Time: 1719.89 ms
[2021-12-15 14:10:22 main:574] : INFO : Epoch 1794 | loss: 0.031127 | val_loss: 0.0311765 | Time: 1698.31 ms
[2021-12-15 14:10:24 main:574] : INFO : Epoch 1795 | loss: 0.0311213 | val_loss: 0.0311697 | Time: 1688.36 ms
[2021-12-15 14:10:25 main:574] : INFO : Epoch 1796 | loss: 0.0311156 | val_loss: 0.0311678 | Time: 1698.02 ms
[2021-12-15 14:10:27 main:574] : INFO : Epoch 1797 | loss: 0.031114 | val_loss: 0.0311682 | Time: 1699.47 ms
[2021-12-15 14:10:29 main:574] : INFO : Epoch 1798 | loss: 0.0311118 | val_loss: 0.0311734 | Time: 1704.92 ms
[2021-12-15 14:10:30 main:574] : INFO : Epoch 1799 | loss: 0.031109 | val_loss: 0.0311679 | Time: 1696.81 ms
[2021-12-15 14:10:32 main:574] : INFO : Epoch 1800 | loss: 0.0311072 | val_loss: 0.0311705 | Time: 1687.98 ms
[2021-12-15 14:10:34 main:574] : INFO : Epoch 1801 | loss: 0.0311097 | val_loss: 0.0311739 | Time: 1689.92 ms
[2021-12-15 14:10:36 main:574] : INFO : Epoch 1802 | loss: 0.0311051 | val_loss: 0.0311695 | Time: 1697.85 ms
[2021-12-15 14:10:37 main:574] : INFO : Epoch 1803 | loss: 0.0311022 | val_loss: 0.0311661 | Time: 1702.23 ms
[2021-12-15 14:10:39 main:574] : INFO : Epoch 1804 | loss: 0.0310994 | val_loss: 0.0311694 | Time: 1704.28 ms
[2021-12-15 14:10:41 main:574] : INFO : Epoch 1805 | loss: 0.031097 | val_loss: 0.0311699 | Time: 1703.88 ms
[2021-12-15 14:10:42 main:574] : INFO : Epoch 1806 | loss: 0.0310978 | val_loss: 0.0311736 | Time: 1696.35 ms
[2021-12-15 14:10:44 main:574] : INFO : Epoch 1807 | loss: 0.0310959 | val_loss: 0.0311742 | Time: 1813.78 ms
[2021-12-15 14:10:46 main:574] : INFO : Epoch 1808 | loss: 0.0310957 | val_loss: 0.0311754 | Time: 1693.53 ms
[2021-12-15 14:10:48 main:574] : INFO : Epoch 1809 | loss: 0.0310939 | val_loss: 0.0311738 | Time: 1726.85 ms
[2021-12-15 14:10:49 main:574] : INFO : Epoch 1810 | loss: 0.0310902 | val_loss: 0.0311772 | Time: 1694.34 ms
[2021-12-15 14:10:51 main:574] : INFO : Epoch 1811 | loss: 0.0310907 | val_loss: 0.0311786 | Time: 1705.72 ms
[2021-12-15 14:10:53 main:574] : INFO : Epoch 1812 | loss: 0.0310911 | val_loss: 0.0311728 | Time: 1705.25 ms
[2021-12-15 14:10:55 main:574] : INFO : Epoch 1813 | loss: 0.0310906 | val_loss: 0.0311834 | Time: 1710.56 ms
[2021-12-15 14:10:56 main:574] : INFO : Epoch 1814 | loss: 0.03109 | val_loss: 0.0311822 | Time: 1802.77 ms
[2021-12-15 14:10:58 main:574] : INFO : Epoch 1815 | loss: 0.0310876 | val_loss: 0.0311765 | Time: 1702.41 ms
[2021-12-15 14:11:00 main:574] : INFO : Epoch 1816 | loss: 0.0310889 | val_loss: 0.0311808 | Time: 1831.39 ms
[2021-12-15 14:11:02 main:574] : INFO : Epoch 1817 | loss: 0.0310891 | val_loss: 0.0311775 | Time: 1699.71 ms
[2021-12-15 14:11:03 main:574] : INFO : Epoch 1818 | loss: 0.0310861 | val_loss: 0.031176 | Time: 1768.67 ms
[2021-12-15 14:11:05 main:574] : INFO : Epoch 1819 | loss: 0.0310842 | val_loss: 0.0311837 | Time: 1692.22 ms
[2021-12-15 14:11:07 main:574] : INFO : Epoch 1820 | loss: 0.0310875 | val_loss: 0.0311805 | Time: 1698 ms
[2021-12-15 14:11:09 main:574] : INFO : Epoch 1821 | loss: 0.0310844 | val_loss: 0.0311814 | Time: 1694.6 ms
[2021-12-15 14:11:10 main:574] : INFO : Epoch 1822 | loss: 0.0310832 | val_loss: 0.031185 | Time: 1711.53 ms
[2021-12-15 14:11:12 main:574] : INFO : Epoch 1823 | loss: 0.0310813 | val_loss: 0.0311885 | Time: 1682.08 ms
[2021-12-15 14:11:14 main:574] : INFO : Epoch 1824 | loss: 0.0310817 | val_loss: 0.0311906 | Time: 1708.38 ms
[2021-12-15 14:11:15 main:574] : INFO : Epoch 1825 | loss: 0.0310811 | val_loss: 0.0311869 | Time: 1727.26 ms
[2021-12-15 14:11:17 main:574] : INFO : Epoch 1826 | loss: 0.0310793 | val_loss: 0.0311962 | Time: 1694.66 ms
[2021-12-15 14:11:19 main:574] : INFO : Epoch 1827 | loss: 0.0310763 | val_loss: 0.0311875 | Time: 1726.02 ms
[2021-12-15 14:11:21 main:574] : INFO : Epoch 1828 | loss: 0.0310732 | val_loss: 0.0311889 | Time: 1702.68 ms
[2021-12-15 14:11:22 main:574] : INFO : Epoch 1829 | loss: 0.0310754 | val_loss: 0.0311913 | Time: 1708.36 ms
[2021-12-15 14:11:24 main:574] : INFO : Epoch 1830 | loss: 0.0310759 | val_loss: 0.0311919 | Time: 1756.94 ms
[2021-12-15 14:11:26 main:574] : INFO : Epoch 1831 | loss: 0.0310775 | val_loss: 0.0311913 | Time: 1724.92 ms
[2021-12-15 14:11:27 main:574] : INFO : Epoch 1832 | loss: 0.0310739 | val_loss: 0.0311934 | Time: 1720.66 ms
[2021-12-15 14:11:29 main:574] : INFO : Epoch 1833 | loss: 0.0310715 | val_loss: 0.0312034 | Time: 1721.3 ms
[2021-12-15 14:11:31 main:574] : INFO : Epoch 1834 | loss: 0.0310736 | val_loss: 0.0312019 | Time: 1715.02 ms
[2021-12-15 14:11:33 main:574] : INFO : Epoch 1835 | loss: 0.0310784 | val_loss: 0.0311832 | Time: 1750.88 ms
[2021-12-15 14:11:34 main:574] : INFO : Epoch 1836 | loss: 0.0310764 | val_loss: 0.0311959 | Time: 1762.89 ms
[2021-12-15 14:11:36 main:574] : INFO : Epoch 1837 | loss: 0.031068 | val_loss: 0.0312 | Time: 1746.82 ms
[2021-12-15 14:11:38 main:574] : INFO : Epoch 1838 | loss: 0.0310681 | val_loss: 0.0311932 | Time: 1713.43 ms
[2021-12-15 14:11:40 main:574] : INFO : Epoch 1839 | loss: 0.0310692 | val_loss: 0.0312102 | Time: 1687.98 ms
[2021-12-15 14:11:51 main:574] : INFO : Epoch 1840 | loss: 0.0310692 | val_loss: 0.0311998 | Time: 11775.4 ms
[2021-12-15 14:11:53 main:574] : INFO : Epoch 1841 | loss: 0.0310676 | val_loss: 0.0312088 | Time: 1692.52 ms
[2021-12-15 14:11:55 main:574] : INFO : Epoch 1842 | loss: 0.0310627 | val_loss: 0.0311993 | Time: 1710.15 ms
[2021-12-15 14:11:57 main:574] : INFO : Epoch 1843 | loss: 0.0310633 | val_loss: 0.0312111 | Time: 1702.69 ms
[2021-12-15 14:11:58 main:574] : INFO : Epoch 1844 | loss: 0.0310577 | val_loss: 0.0312041 | Time: 1702.52 ms
[2021-12-15 14:12:00 main:574] : INFO : Epoch 1845 | loss: 0.0310616 | val_loss: 0.0312058 | Time: 1703.28 ms
[2021-12-15 14:12:02 main:574] : INFO : Epoch 1846 | loss: 0.0310579 | val_loss: 0.0312113 | Time: 1708.27 ms
[2021-12-15 14:12:03 main:574] : INFO : Epoch 1847 | loss: 0.0310559 | val_loss: 0.0312209 | Time: 1713 ms
[2021-12-15 14:12:05 main:574] : INFO : Epoch 1848 | loss: 0.0310591 | val_loss: 0.0312068 | Time: 1710.02 ms
[2021-12-15 14:12:07 main:574] : INFO : Epoch 1849 | loss: 0.0310547 | val_loss: 0.0312107 | Time: 1709.13 ms
[2021-12-15 14:12:09 main:574] : INFO : Epoch 1850 | loss: 0.0310578 | val_loss: 0.0312143 | Time: 1685.88 ms
[2021-12-15 14:12:10 main:574] : INFO : Epoch 1851 | loss: 0.0310527 | val_loss: 0.0312148 | Time: 1710.17 ms
[2021-12-15 14:12:12 main:574] : INFO : Epoch 1852 | loss: 0.0310508 | val_loss: 0.0312227 | Time: 1710.65 ms
[2021-12-15 14:12:14 main:574] : INFO : Epoch 1853 | loss: 0.0310496 | val_loss: 0.0312095 | Time: 1716.99 ms
[2021-12-15 14:12:15 main:574] : INFO : Epoch 1854 | loss: 0.031051 | val_loss: 0.0312165 | Time: 1720.93 ms
[2021-12-15 14:12:17 main:574] : INFO : Epoch 1855 | loss: 0.0310512 | val_loss: 0.031213 | Time: 1710.43 ms
[2021-12-15 14:12:19 main:574] : INFO : Epoch 1856 | loss: 0.0310549 | val_loss: 0.0312178 | Time: 1795.53 ms
[2021-12-15 14:12:21 main:574] : INFO : Epoch 1857 | loss: 0.0310515 | val_loss: 0.0312179 | Time: 1714.82 ms
[2021-12-15 14:12:22 main:574] : INFO : Epoch 1858 | loss: 0.0310456 | val_loss: 0.0312191 | Time: 1707.02 ms
[2021-12-15 14:12:24 main:574] : INFO : Epoch 1859 | loss: 0.0310428 | val_loss: 0.0312329 | Time: 2045.76 ms
[2021-12-15 14:12:26 main:574] : INFO : Epoch 1860 | loss: 0.0310461 | val_loss: 0.0312103 | Time: 1759.77 ms
[2021-12-15 14:12:28 main:574] : INFO : Epoch 1861 | loss: 0.0310513 | val_loss: 0.0312149 | Time: 1718.68 ms
[2021-12-15 14:12:30 main:574] : INFO : Epoch 1862 | loss: 0.031049 | val_loss: 0.031227 | Time: 1781.21 ms
[2021-12-15 14:12:42 main:574] : INFO : Epoch 1863 | loss: 0.0310447 | val_loss: 0.0312232 | Time: 11875.7 ms
[2021-12-15 14:12:43 main:574] : INFO : Epoch 1864 | loss: 0.0310433 | val_loss: 0.03122 | Time: 1716.14 ms
[2021-12-15 14:12:45 main:574] : INFO : Epoch 1865 | loss: 0.0310407 | val_loss: 0.0312316 | Time: 1852.85 ms
[2021-12-15 14:12:48 main:574] : INFO : Epoch 1866 | loss: 0.0310494 | val_loss: 0.0312206 | Time: 2258.76 ms
[2021-12-15 14:12:49 main:574] : INFO : Epoch 1867 | loss: 0.0310478 | val_loss: 0.0312316 | Time: 1882.66 ms
[2021-12-15 14:12:51 main:574] : INFO : Epoch 1868 | loss: 0.0310448 | val_loss: 0.0312202 | Time: 1801.64 ms
[2021-12-15 14:12:53 main:574] : INFO : Epoch 1869 | loss: 0.0310425 | val_loss: 0.0312186 | Time: 2124.14 ms
[2021-12-15 14:12:55 main:574] : INFO : Epoch 1870 | loss: 0.0310474 | val_loss: 0.031237 | Time: 1772.36 ms
[2021-12-15 14:12:57 main:574] : INFO : Epoch 1871 | loss: 0.0310495 | val_loss: 0.0312083 | Time: 1776.54 ms
[2021-12-15 14:12:59 main:574] : INFO : Epoch 1872 | loss: 0.0310465 | val_loss: 0.0312238 | Time: 1807.15 ms
[2021-12-15 14:13:01 main:574] : INFO : Epoch 1873 | loss: 0.0310408 | val_loss: 0.0312182 | Time: 1742.59 ms
[2021-12-15 14:13:12 main:574] : INFO : Epoch 1874 | loss: 0.0310439 | val_loss: 0.0312217 | Time: 11809.2 ms
[2021-12-15 14:13:14 main:574] : INFO : Epoch 1875 | loss: 0.0310455 | val_loss: 0.0312086 | Time: 1715.78 ms
[2021-12-15 14:13:16 main:574] : INFO : Epoch 1876 | loss: 0.0310469 | val_loss: 0.0312092 | Time: 1739.92 ms
[2021-12-15 14:13:18 main:574] : INFO : Epoch 1877 | loss: 0.0310495 | val_loss: 0.0312477 | Time: 1749.61 ms
[2021-12-15 14:13:19 main:574] : INFO : Epoch 1878 | loss: 0.0310455 | val_loss: 0.0312277 | Time: 1704.77 ms
[2021-12-15 14:13:21 main:574] : INFO : Epoch 1879 | loss: 0.0310424 | val_loss: 0.0312369 | Time: 1714.67 ms
[2021-12-15 14:13:23 main:574] : INFO : Epoch 1880 | loss: 0.0310369 | val_loss: 0.0312252 | Time: 1706.47 ms
[2021-12-15 14:13:24 main:574] : INFO : Epoch 1881 | loss: 0.0310392 | val_loss: 0.0312331 | Time: 1725.81 ms
[2021-12-15 14:13:26 main:574] : INFO : Epoch 1882 | loss: 0.0310387 | val_loss: 0.0312276 | Time: 1799.81 ms
[2021-12-15 14:13:28 main:574] : INFO : Epoch 1883 | loss: 0.0310327 | val_loss: 0.0312182 | Time: 1722.23 ms
[2021-12-15 14:13:30 main:574] : INFO : Epoch 1884 | loss: 0.0310445 | val_loss: 0.0312469 | Time: 1697.14 ms
[2021-12-15 14:13:31 main:574] : INFO : Epoch 1885 | loss: 0.0310435 | val_loss: 0.0312164 | Time: 1706.69 ms
[2021-12-15 14:13:33 main:574] : INFO : Epoch 1886 | loss: 0.031041 | val_loss: 0.0312183 | Time: 1880.09 ms
[2021-12-15 14:13:35 main:574] : INFO : Epoch 1887 | loss: 0.0310387 | val_loss: 0.0312173 | Time: 1831.36 ms
[2021-12-15 14:13:37 main:574] : INFO : Epoch 1888 | loss: 0.0310403 | val_loss: 0.0312126 | Time: 1909.78 ms
[2021-12-15 14:13:39 main:574] : INFO : Epoch 1889 | loss: 0.0310315 | val_loss: 0.0312279 | Time: 1702.16 ms
[2021-12-15 14:13:41 main:574] : INFO : Epoch 1890 | loss: 0.0310288 | val_loss: 0.0312293 | Time: 1733.96 ms
[2021-12-15 14:13:42 main:574] : INFO : Epoch 1891 | loss: 0.031034 | val_loss: 0.0312266 | Time: 1767.91 ms
[2021-12-15 14:13:44 main:574] : INFO : Epoch 1892 | loss: 0.0310346 | val_loss: 0.0312767 | Time: 1717.17 ms
[2021-12-15 14:13:46 main:574] : INFO : Epoch 1893 | loss: 0.031042 | val_loss: 0.0312215 | Time: 1715.88 ms
[2021-12-15 14:13:48 main:574] : INFO : Epoch 1894 | loss: 0.0310517 | val_loss: 0.0312106 | Time: 1714.11 ms
[2021-12-15 14:13:49 main:574] : INFO : Epoch 1895 | loss: 0.0310435 | val_loss: 0.03125 | Time: 1724.49 ms
[2021-12-15 14:13:51 main:574] : INFO : Epoch 1896 | loss: 0.031032 | val_loss: 0.0312289 | Time: 1730.37 ms
[2021-12-15 14:13:53 main:574] : INFO : Epoch 1897 | loss: 0.0310337 | val_loss: 0.0312505 | Time: 1717.01 ms
[2021-12-15 14:13:54 main:574] : INFO : Epoch 1898 | loss: 0.0310337 | val_loss: 0.0312516 | Time: 1708.64 ms
[2021-12-15 14:13:56 main:574] : INFO : Epoch 1899 | loss: 0.0310308 | val_loss: 0.0312212 | Time: 1748.86 ms
[2021-12-15 14:13:58 main:574] : INFO : Epoch 1900 | loss: 0.0310307 | val_loss: 0.0312545 | Time: 1711.72 ms
[2021-12-15 14:14:00 main:574] : INFO : Epoch 1901 | loss: 0.0310255 | val_loss: 0.0312416 | Time: 1706.02 ms
[2021-12-15 14:14:01 main:574] : INFO : Epoch 1902 | loss: 0.0310251 | val_loss: 0.0312454 | Time: 1721.43 ms
[2021-12-15 14:14:03 main:574] : INFO : Epoch 1903 | loss: 0.0310306 | val_loss: 0.0312362 | Time: 1707.51 ms
[2021-12-15 14:14:05 main:574] : INFO : Epoch 1904 | loss: 0.0310287 | val_loss: 0.0312285 | Time: 1719.33 ms
[2021-12-15 14:14:07 main:574] : INFO : Epoch 1905 | loss: 0.0310317 | val_loss: 0.0312432 | Time: 1723.66 ms
[2021-12-15 14:14:08 main:574] : INFO : Epoch 1906 | loss: 0.0310269 | val_loss: 0.031258 | Time: 1727.04 ms
[2021-12-15 14:14:10 main:574] : INFO : Epoch 1907 | loss: 0.0310262 | val_loss: 0.0312399 | Time: 1710.68 ms
[2021-12-15 14:14:12 main:574] : INFO : Epoch 1908 | loss: 0.0310265 | val_loss: 0.0312292 | Time: 1723.46 ms
[2021-12-15 14:14:13 main:574] : INFO : Epoch 1909 | loss: 0.0310307 | val_loss: 0.0312525 | Time: 1737.48 ms
[2021-12-15 14:14:15 main:574] : INFO : Epoch 1910 | loss: 0.0310266 | val_loss: 0.0312412 | Time: 1716.93 ms
[2021-12-15 14:14:17 main:574] : INFO : Epoch 1911 | loss: 0.0310299 | val_loss: 0.0312136 | Time: 1724.52 ms
[2021-12-15 14:14:19 main:574] : INFO : Epoch 1912 | loss: 0.0310284 | val_loss: 0.0312421 | Time: 1717.41 ms
[2021-12-15 14:14:20 main:574] : INFO : Epoch 1913 | loss: 0.031026 | val_loss: 0.0312481 | Time: 1748.04 ms
[2021-12-15 14:14:22 main:574] : INFO : Epoch 1914 | loss: 0.0310217 | val_loss: 0.0312315 | Time: 1721.31 ms
[2021-12-15 14:14:24 main:574] : INFO : Epoch 1915 | loss: 0.0310231 | val_loss: 0.031237 | Time: 1707.9 ms
[2021-12-15 14:14:26 main:574] : INFO : Epoch 1916 | loss: 0.0310255 | val_loss: 0.0312416 | Time: 1716.79 ms
[2021-12-15 14:14:27 main:574] : INFO : Epoch 1917 | loss: 0.0310261 | val_loss: 0.0312472 | Time: 1730.11 ms
[2021-12-15 14:14:29 main:574] : INFO : Epoch 1918 | loss: 0.0310259 | val_loss: 0.0312883 | Time: 1712.36 ms
[2021-12-15 14:14:31 main:574] : INFO : Epoch 1919 | loss: 0.0310264 | val_loss: 0.0312393 | Time: 1720.96 ms
[2021-12-15 14:14:33 main:574] : INFO : Epoch 1920 | loss: 0.031022 | val_loss: 0.03123 | Time: 1714.76 ms
[2021-12-15 14:14:34 main:574] : INFO : Epoch 1921 | loss: 0.0310253 | val_loss: 0.0312491 | Time: 1717.39 ms
[2021-12-15 14:14:36 main:574] : INFO : Epoch 1922 | loss: 0.0310183 | val_loss: 0.0312728 | Time: 1757.03 ms
[2021-12-15 14:14:38 main:574] : INFO : Epoch 1923 | loss: 0.0310146 | val_loss: 0.0312531 | Time: 1720.52 ms
[2021-12-15 14:14:39 main:574] : INFO : Epoch 1924 | loss: 0.0310165 | val_loss: 0.0312406 | Time: 1697.16 ms
[2021-12-15 14:14:41 main:574] : INFO : Epoch 1925 | loss: 0.0310181 | val_loss: 0.0312618 | Time: 1730.57 ms
[2021-12-15 14:14:43 main:574] : INFO : Epoch 1926 | loss: 0.0310186 | val_loss: 0.0312582 | Time: 1720.05 ms
[2021-12-15 14:14:45 main:574] : INFO : Epoch 1927 | loss: 0.0310211 | val_loss: 0.0312379 | Time: 1712.44 ms
[2021-12-15 14:14:46 main:574] : INFO : Epoch 1928 | loss: 0.0310232 | val_loss: 0.0312786 | Time: 1726.8 ms
[2021-12-15 14:14:48 main:574] : INFO : Epoch 1929 | loss: 0.0310192 | val_loss: 0.0312614 | Time: 1708.6 ms
[2021-12-15 14:14:50 main:574] : INFO : Epoch 1930 | loss: 0.0310198 | val_loss: 0.031249 | Time: 1701.22 ms
[2021-12-15 14:14:52 main:574] : INFO : Epoch 1931 | loss: 0.0310229 | val_loss: 0.0312559 | Time: 1739.22 ms
[2021-12-15 14:14:53 main:574] : INFO : Epoch 1932 | loss: 0.0310201 | val_loss: 0.0312836 | Time: 1711.33 ms
[2021-12-15 14:14:55 main:574] : INFO : Epoch 1933 | loss: 0.0310207 | val_loss: 0.0312789 | Time: 1892.06 ms
[2021-12-15 14:14:57 main:574] : INFO : Epoch 1934 | loss: 0.0310201 | val_loss: 0.0312411 | Time: 1727.31 ms
[2021-12-15 14:14:59 main:574] : INFO : Epoch 1935 | loss: 0.0310144 | val_loss: 0.0312649 | Time: 1729.94 ms
[2021-12-15 14:15:00 main:574] : INFO : Epoch 1936 | loss: 0.0310169 | val_loss: 0.0312524 | Time: 1725.84 ms
[2021-12-15 14:15:02 main:574] : INFO : Epoch 1937 | loss: 0.0310156 | val_loss: 0.0312649 | Time: 1716.97 ms
[2021-12-15 14:15:04 main:574] : INFO : Epoch 1938 | loss: 0.0310124 | val_loss: 0.0312351 | Time: 1725.48 ms
[2021-12-15 14:15:06 main:574] : INFO : Epoch 1939 | loss: 0.031018 | val_loss: 0.0312249 | Time: 1713.67 ms
[2021-12-15 14:15:07 main:574] : INFO : Epoch 1940 | loss: 0.0310204 | val_loss: 0.0312405 | Time: 1714.36 ms
[2021-12-15 14:15:09 main:574] : INFO : Epoch 1941 | loss: 0.0310155 | val_loss: 0.0312349 | Time: 1729.27 ms
[2021-12-15 14:15:11 main:574] : INFO : Epoch 1942 | loss: 0.031018 | val_loss: 0.0312638 | Time: 1725.65 ms
[2021-12-15 14:15:13 main:574] : INFO : Epoch 1943 | loss: 0.0310165 | val_loss: 0.0312277 | Time: 1713.67 ms
[2021-12-15 14:15:14 main:574] : INFO : Epoch 1944 | loss: 0.0310247 | val_loss: 0.031246 | Time: 1726.79 ms
[2021-12-15 14:15:16 main:574] : INFO : Epoch 1945 | loss: 0.0310155 | val_loss: 0.0312603 | Time: 1731.29 ms
[2021-12-15 14:15:18 main:574] : INFO : Epoch 1946 | loss: 0.0310194 | val_loss: 0.0312701 | Time: 1731.28 ms
[2021-12-15 14:15:19 main:574] : INFO : Epoch 1947 | loss: 0.0310146 | val_loss: 0.0312849 | Time: 1704.11 ms
[2021-12-15 14:15:21 main:574] : INFO : Epoch 1948 | loss: 0.0310135 | val_loss: 0.0312181 | Time: 1706.84 ms
[2021-12-15 14:15:23 main:574] : INFO : Epoch 1949 | loss: 0.0310199 | val_loss: 0.0312395 | Time: 1710.25 ms
[2021-12-15 14:15:25 main:574] : INFO : Epoch 1950 | loss: 0.0310167 | val_loss: 0.0312708 | Time: 1716.75 ms
[2021-12-15 14:15:26 main:574] : INFO : Epoch 1951 | loss: 0.0310171 | val_loss: 0.0312546 | Time: 1713.62 ms
[2021-12-15 14:15:28 main:574] : INFO : Epoch 1952 | loss: 0.0310187 | val_loss: 0.0312519 | Time: 1704.75 ms
[2021-12-15 14:15:30 main:574] : INFO : Epoch 1953 | loss: 0.0310176 | val_loss: 0.0312578 | Time: 1751.47 ms
[2021-12-15 14:15:32 main:574] : INFO : Epoch 1954 | loss: 0.0310132 | val_loss: 0.0312429 | Time: 1705.07 ms
[2021-12-15 14:15:33 main:574] : INFO : Epoch 1955 | loss: 0.0310193 | val_loss: 0.0312563 | Time: 1715.45 ms
[2021-12-15 14:15:35 main:574] : INFO : Epoch 1956 | loss: 0.0310298 | val_loss: 0.0312504 | Time: 1733.53 ms
[2021-12-15 14:15:37 main:574] : INFO : Epoch 1957 | loss: 0.0310182 | val_loss: 0.0312742 | Time: 1713.1 ms
[2021-12-15 14:15:39 main:574] : INFO : Epoch 1958 | loss: 0.0310128 | val_loss: 0.0312656 | Time: 1693.7 ms
[2021-12-15 14:15:40 main:574] : INFO : Epoch 1959 | loss: 0.0310167 | val_loss: 0.0312471 | Time: 1707.44 ms
[2021-12-15 14:15:42 main:574] : INFO : Epoch 1960 | loss: 0.0310184 | val_loss: 0.0312745 | Time: 1713.35 ms
[2021-12-15 14:15:44 main:574] : INFO : Epoch 1961 | loss: 0.0310144 | val_loss: 0.0312243 | Time: 1727.95 ms
[2021-12-15 14:15:45 main:574] : INFO : Epoch 1962 | loss: 0.0310171 | val_loss: 0.031272 | Time: 1709.99 ms
[2021-12-15 14:15:47 main:574] : INFO : Epoch 1963 | loss: 0.031007 | val_loss: 0.0312691 | Time: 1751.99 ms
[2021-12-15 14:15:49 main:574] : INFO : Epoch 1964 | loss: 0.0310109 | val_loss: 0.0312818 | Time: 1779.68 ms
[2021-12-15 14:15:51 main:574] : INFO : Epoch 1965 | loss: 0.031017 | val_loss: 0.0312387 | Time: 1753.56 ms
[2021-12-15 14:15:53 main:574] : INFO : Epoch 1966 | loss: 0.0310113 | val_loss: 0.0312672 | Time: 1771.63 ms
[2021-12-15 14:15:54 main:574] : INFO : Epoch 1967 | loss: 0.0310121 | val_loss: 0.0312356 | Time: 1818.09 ms
[2021-12-15 14:15:56 main:574] : INFO : Epoch 1968 | loss: 0.0310133 | val_loss: 0.0312352 | Time: 1880.13 ms
[2021-12-15 14:15:58 main:574] : INFO : Epoch 1969 | loss: 0.0310099 | val_loss: 0.0312599 | Time: 1726.31 ms
[2021-12-15 14:16:00 main:574] : INFO : Epoch 1970 | loss: 0.0310076 | val_loss: 0.031282 | Time: 1785.19 ms
[2021-12-15 14:16:02 main:574] : INFO : Epoch 1971 | loss: 0.0310121 | val_loss: 0.0312594 | Time: 1742.54 ms
[2021-12-15 14:16:03 main:574] : INFO : Epoch 1972 | loss: 0.0310136 | val_loss: 0.0312563 | Time: 1798.4 ms
[2021-12-15 14:16:05 main:574] : INFO : Epoch 1973 | loss: 0.0310138 | val_loss: 0.0312815 | Time: 1826.07 ms
[2021-12-15 14:16:07 main:574] : INFO : Epoch 1974 | loss: 0.0310109 | val_loss: 0.031286 | Time: 2008.77 ms
[2021-12-15 14:16:09 main:574] : INFO : Epoch 1975 | loss: 0.0310223 | val_loss: 0.0312963 | Time: 1798.74 ms
[2021-12-15 14:16:11 main:574] : INFO : Epoch 1976 | loss: 0.0310193 | val_loss: 0.0312522 | Time: 1783.89 ms
[2021-12-15 14:16:13 main:574] : INFO : Epoch 1977 | loss: 0.0310205 | val_loss: 0.0312868 | Time: 1751.7 ms
[2021-12-15 14:16:14 main:574] : INFO : Epoch 1978 | loss: 0.0310181 | val_loss: 0.0312825 | Time: 1747.23 ms
[2021-12-15 14:16:16 main:574] : INFO : Epoch 1979 | loss: 0.0310217 | val_loss: 0.0312469 | Time: 1725.06 ms
[2021-12-15 14:16:18 main:574] : INFO : Epoch 1980 | loss: 0.0310186 | val_loss: 0.0312487 | Time: 1721.01 ms
[2021-12-15 14:16:19 main:574] : INFO : Epoch 1981 | loss: 0.0310157 | val_loss: 0.0312775 | Time: 1725.19 ms
[2021-12-15 14:16:21 main:574] : INFO : Epoch 1982 | loss: 0.0310088 | val_loss: 0.0312537 | Time: 1716.59 ms
[2021-12-15 14:16:23 main:574] : INFO : Epoch 1983 | loss: 0.0310111 | val_loss: 0.0312353 | Time: 1732.96 ms
[2021-12-15 14:16:25 main:574] : INFO : Epoch 1984 | loss: 0.0310127 | val_loss: 0.031276 | Time: 1793 ms
[2021-12-15 14:16:27 main:574] : INFO : Epoch 1985 | loss: 0.0310089 | val_loss: 0.0312747 | Time: 1789.69 ms
[2021-12-15 14:16:28 main:574] : INFO : Epoch 1986 | loss: 0.0310058 | val_loss: 0.0312763 | Time: 1792.04 ms
[2021-12-15 14:16:30 main:574] : INFO : Epoch 1987 | loss: 0.0310112 | val_loss: 0.0312511 | Time: 1750.74 ms
[2021-12-15 14:16:32 main:574] : INFO : Epoch 1988 | loss: 0.0310173 | val_loss: 0.0312407 | Time: 1808.88 ms
[2021-12-15 14:16:54 main:574] : INFO : Epoch 1989 | loss: 0.0310081 | val_loss: 0.0312639 | Time: 22062 ms
[2021-12-15 14:16:56 main:574] : INFO : Epoch 1990 | loss: 0.0310118 | val_loss: 0.0312798 | Time: 1701.37 ms
[2021-12-15 14:16:57 main:574] : INFO : Epoch 1991 | loss: 0.0310088 | val_loss: 0.0312506 | Time: 1733.39 ms
[2021-12-15 14:16:59 main:574] : INFO : Epoch 1992 | loss: 0.0310128 | val_loss: 0.0312415 | Time: 1756.58 ms
[2021-12-15 14:17:01 main:574] : INFO : Epoch 1993 | loss: 0.0310111 | val_loss: 0.031254 | Time: 1710.51 ms
[2021-12-15 14:17:03 main:574] : INFO : Epoch 1994 | loss: 0.031005 | val_loss: 0.0312658 | Time: 1706.84 ms
[2021-12-15 14:17:04 main:574] : INFO : Epoch 1995 | loss: 0.031014 | val_loss: 0.0312573 | Time: 1706.63 ms
[2021-12-15 14:17:06 main:574] : INFO : Epoch 1996 | loss: 0.0310096 | val_loss: 0.0312517 | Time: 1713.45 ms
[2021-12-15 14:17:08 main:574] : INFO : Epoch 1997 | loss: 0.0310135 | val_loss: 0.0312607 | Time: 1723.09 ms
[2021-12-15 14:17:10 main:574] : INFO : Epoch 1998 | loss: 0.0310173 | val_loss: 0.0312603 | Time: 1785.03 ms
[2021-12-15 14:17:11 main:574] : INFO : Epoch 1999 | loss: 0.0310108 | val_loss: 0.0312555 | Time: 1707.63 ms
[2021-12-15 14:17:13 main:574] : INFO : Epoch 2000 | loss: 0.0310074 | val_loss: 0.0312771 | Time: 1700.11 ms
[2021-12-15 14:17:15 main:574] : INFO : Epoch 2001 | loss: 0.0310119 | val_loss: 0.031273 | Time: 1776.9 ms
[2021-12-15 14:17:17 main:574] : INFO : Epoch 2002 | loss: 0.0310122 | val_loss: 0.0312697 | Time: 1702.5 ms
[2021-12-15 14:17:18 main:574] : INFO : Epoch 2003 | loss: 0.031012 | val_loss: 0.0312801 | Time: 1749.52 ms
[2021-12-15 14:17:20 main:574] : INFO : Epoch 2004 | loss: 0.031006 | val_loss: 0.0312871 | Time: 1720.28 ms
[2021-12-15 14:17:22 main:574] : INFO : Epoch 2005 | loss: 0.0310118 | val_loss: 0.0312607 | Time: 1711.77 ms
[2021-12-15 14:17:24 main:574] : INFO : Epoch 2006 | loss: 0.0310119 | val_loss: 0.031302 | Time: 1702.89 ms
[2021-12-15 14:17:25 main:574] : INFO : Epoch 2007 | loss: 0.0310169 | val_loss: 0.0312605 | Time: 1723.53 ms
[2021-12-15 14:17:27 main:574] : INFO : Epoch 2008 | loss: 0.0310025 | val_loss: 0.0312621 | Time: 1712.43 ms
[2021-12-15 14:17:29 main:574] : INFO : Epoch 2009 | loss: 0.0309984 | val_loss: 0.0312786 | Time: 1695.45 ms
[2021-12-15 14:17:30 main:574] : INFO : Epoch 2010 | loss: 0.0310005 | val_loss: 0.0312794 | Time: 1714.23 ms
[2021-12-15 14:17:32 main:574] : INFO : Epoch 2011 | loss: 0.0310037 | val_loss: 0.0312727 | Time: 1772.81 ms
[2021-12-15 14:17:34 main:574] : INFO : Epoch 2012 | loss: 0.0309965 | val_loss: 0.0312698 | Time: 1731.56 ms
[2021-12-15 14:17:36 main:574] : INFO : Epoch 2013 | loss: 0.0309966 | val_loss: 0.0313106 | Time: 1727.29 ms
[2021-12-15 14:17:37 main:574] : INFO : Epoch 2014 | loss: 0.0310019 | val_loss: 0.0312534 | Time: 1720.92 ms
[2021-12-15 14:17:39 main:574] : INFO : Epoch 2015 | loss: 0.0309972 | val_loss: 0.0312561 | Time: 1767.15 ms
[2021-12-15 14:17:41 main:574] : INFO : Epoch 2016 | loss: 0.0310007 | val_loss: 0.0312582 | Time: 1723.17 ms
[2021-12-15 14:17:43 main:574] : INFO : Epoch 2017 | loss: 0.0310084 | val_loss: 0.0312693 | Time: 1714.27 ms
[2021-12-15 14:17:44 main:574] : INFO : Epoch 2018 | loss: 0.0310123 | val_loss: 0.0312482 | Time: 1711.44 ms
[2021-12-15 14:17:46 main:574] : INFO : Epoch 2019 | loss: 0.0310189 | val_loss: 0.0312495 | Time: 1743.58 ms
[2021-12-15 14:17:48 main:574] : INFO : Epoch 2020 | loss: 0.0310075 | val_loss: 0.0312772 | Time: 1718.29 ms
[2021-12-15 14:17:50 main:574] : INFO : Epoch 2021 | loss: 0.0310063 | val_loss: 0.0312671 | Time: 1718.23 ms
[2021-12-15 14:17:51 main:574] : INFO : Epoch 2022 | loss: 0.0310021 | val_loss: 0.0312773 | Time: 1726.71 ms
[2021-12-15 14:17:53 main:574] : INFO : Epoch 2023 | loss: 0.0310022 | val_loss: 0.031277 | Time: 1710.11 ms
[2021-12-15 14:17:55 main:574] : INFO : Epoch 2024 | loss: 0.0309964 | val_loss: 0.0312788 | Time: 1719.74 ms
[2021-12-15 14:17:57 main:574] : INFO : Epoch 2025 | loss: 0.0310045 | val_loss: 0.0312582 | Time: 1741.35 ms
[2021-12-15 14:17:58 main:574] : INFO : Epoch 2026 | loss: 0.0310067 | val_loss: 0.0313182 | Time: 1714.25 ms
[2021-12-15 14:18:00 main:574] : INFO : Epoch 2027 | loss: 0.0310117 | val_loss: 0.0312561 | Time: 1712.43 ms
[2021-12-15 14:18:02 main:574] : INFO : Epoch 2028 | loss: 0.031008 | val_loss: 0.031258 | Time: 1706.37 ms
[2021-12-15 14:18:03 main:574] : INFO : Epoch 2029 | loss: 0.0310052 | val_loss: 0.0312421 | Time: 1714.72 ms
[2021-12-15 14:18:05 main:574] : INFO : Epoch 2030 | loss: 0.0310036 | val_loss: 0.0312643 | Time: 1755.57 ms
[2021-12-15 14:18:07 main:574] : INFO : Epoch 2031 | loss: 0.0310001 | val_loss: 0.0312574 | Time: 1713.34 ms
[2021-12-15 14:18:09 main:574] : INFO : Epoch 2032 | loss: 0.0310083 | val_loss: 0.031265 | Time: 1695.72 ms
[2021-12-15 14:18:10 main:574] : INFO : Epoch 2033 | loss: 0.0310019 | val_loss: 0.0312568 | Time: 1760.79 ms
[2021-12-15 14:18:12 main:574] : INFO : Epoch 2034 | loss: 0.030996 | val_loss: 0.0312793 | Time: 1757.27 ms
[2021-12-15 14:18:14 main:574] : INFO : Epoch 2035 | loss: 0.0309949 | val_loss: 0.0312802 | Time: 1732 ms
[2021-12-15 14:18:16 main:574] : INFO : Epoch 2036 | loss: 0.0309958 | val_loss: 0.0312861 | Time: 1710.53 ms
[2021-12-15 14:18:17 main:574] : INFO : Epoch 2037 | loss: 0.0310026 | val_loss: 0.0312531 | Time: 1707.6 ms
[2021-12-15 14:18:19 main:574] : INFO : Epoch 2038 | loss: 0.0309954 | val_loss: 0.0312765 | Time: 1706.84 ms
[2021-12-15 14:18:21 main:574] : INFO : Epoch 2039 | loss: 0.031003 | val_loss: 0.031277 | Time: 1707.36 ms
[2021-12-15 14:18:22 main:574] : INFO : Epoch 2040 | loss: 0.0310152 | val_loss: 0.0312429 | Time: 1719.95 ms
[2021-12-15 14:18:24 main:574] : INFO : Epoch 2041 | loss: 0.0310102 | val_loss: 0.0312895 | Time: 1709.36 ms
[2021-12-15 14:18:26 main:574] : INFO : Epoch 2042 | loss: 0.0310089 | val_loss: 0.031272 | Time: 1729.91 ms
[2021-12-15 14:18:28 main:574] : INFO : Epoch 2043 | loss: 0.0309967 | val_loss: 0.0312576 | Time: 1702.39 ms
[2021-12-15 14:18:29 main:574] : INFO : Epoch 2044 | loss: 0.030999 | val_loss: 0.0312725 | Time: 1718.06 ms
[2021-12-15 14:18:31 main:574] : INFO : Epoch 2045 | loss: 0.0309987 | val_loss: 0.0313049 | Time: 1743.25 ms
[2021-12-15 14:18:33 main:574] : INFO : Epoch 2046 | loss: 0.0310006 | val_loss: 0.0312577 | Time: 1754.44 ms
[2021-12-15 14:18:35 main:574] : INFO : Epoch 2047 | loss: 0.0310057 | val_loss: 0.0312779 | Time: 1758.83 ms
[2021-12-15 14:18:36 main:574] : INFO : Epoch 2048 | loss: 0.0310005 | val_loss: 0.0312365 | Time: 1772.42 ms
[2021-12-15 14:18:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312365
[2021-12-15 14:18:36 main:603] : INFO : Saving end state to config to file
[2021-12-15 14:18:36 main:608] : INFO : Success, exiting..
14:18:36 (17560): 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)