Task 13832638
| Name | ParityModified-1647047625-730-2-0_0 |
| Workunit | 10913466 |
| Created | 27 Mar 2022, 4:22:50 UTC |
| Sent | 1 Apr 2022, 8:54:26 UTC |
| Report deadline | 9 Apr 2022, 8:54:26 UTC |
| Received | 1 Apr 2022, 12:07:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 1 hours 4 min 49 sec |
| CPU time | 1 hours 3 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 1935.79 ms [2022-04-01 04:51:11 main:574] : INFO : Epoch 1543 | loss: 0.0311651 | val_loss: 0.0311728 | Time: 1884.99 ms [2022-04-01 04:51:13 main:574] : INFO : Epoch 1544 | loss: 0.031171 | val_loss: 0.0311782 | Time: 1914.02 ms [2022-04-01 04:51:15 main:574] : INFO : Epoch 1545 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 1867.91 ms [2022-04-01 04:51:17 main:574] : INFO : Epoch 1546 | loss: 0.0311648 | val_loss: 0.0311771 | Time: 1954.18 ms [2022-04-01 04:51:19 main:574] : INFO : Epoch 1547 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 1860.24 ms [2022-04-01 04:51:21 main:574] : INFO : Epoch 1548 | loss: 0.0311655 | val_loss: 0.0311782 | Time: 1898.92 ms [2022-04-01 04:51:23 main:574] : INFO : Epoch 1549 | loss: 0.0311646 | val_loss: 0.031173 | Time: 1954.23 ms [2022-04-01 04:51:25 main:574] : INFO : Epoch 1550 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 1925.74 ms [2022-04-01 04:51:27 main:574] : INFO : Epoch 1551 | loss: 0.0311636 | val_loss: 0.0311758 | Time: 1903.99 ms [2022-04-01 04:51:29 main:574] : INFO : Epoch 1552 | loss: 0.0311663 | val_loss: 0.0312079 | Time: 1853.32 ms [2022-04-01 04:51:30 main:574] : INFO : Epoch 1553 | loss: 0.0311729 | val_loss: 0.0311739 | Time: 1925.99 ms [2022-04-01 04:51:32 main:574] : INFO : Epoch 1554 | loss: 0.0311647 | val_loss: 0.0311722 | Time: 1885.94 ms [2022-04-01 04:51:34 main:574] : INFO : Epoch 1555 | loss: 0.031163 | val_loss: 0.0311739 | Time: 1857.87 ms [2022-04-01 04:51:36 main:574] : INFO : Epoch 1556 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 1858.15 ms [2022-04-01 04:51:38 main:574] : INFO : Epoch 1557 | loss: 0.0311796 | val_loss: 0.0311869 | Time: 1967.24 ms [2022-04-01 04:51:40 main:574] : INFO : Epoch 1558 | loss: 0.0311706 | val_loss: 0.031173 | Time: 1879.99 ms [2022-04-01 04:51:42 main:574] : INFO : Epoch 1559 | loss: 0.0311726 | val_loss: 0.0311736 | Time: 1862.52 ms [2022-04-01 04:51:44 main:574] : INFO : Epoch 1560 | loss: 0.0311719 | val_loss: 0.0311787 | Time: 1925.24 ms [2022-04-01 04:51:46 main:574] : INFO : Epoch 1561 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 1866.5 ms [2022-04-01 04:51:47 main:574] : INFO : Epoch 1562 | loss: 0.0311687 | val_loss: 0.0312074 | Time: 1864.72 ms [2022-04-01 04:51:49 main:574] : INFO : Epoch 1563 | loss: 0.0311739 | val_loss: 0.0311783 | Time: 1853.35 ms [2022-04-01 04:51:51 main:574] : INFO : Epoch 1564 | loss: 0.0311676 | val_loss: 0.0311742 | Time: 1930.74 ms [2022-04-01 04:51:53 main:574] : INFO : Epoch 1565 | loss: 0.0311639 | val_loss: 0.031174 | Time: 1891.68 ms [2022-04-01 04:51:55 main:574] : INFO : Epoch 1566 | loss: 0.0311656 | val_loss: 0.031171 | Time: 1874.65 ms [2022-04-01 04:51:57 main:574] : INFO : Epoch 1567 | loss: 0.0311652 | val_loss: 0.0311838 | Time: 1933.91 ms [2022-04-01 04:51:59 main:574] : INFO : Epoch 1568 | loss: 0.0311651 | val_loss: 0.031171 | Time: 1932.52 ms [2022-04-01 04:52:01 main:574] : INFO : Epoch 1569 | loss: 0.031163 | val_loss: 0.0311713 | Time: 1877.93 ms [2022-04-01 04:52:03 main:574] : INFO : Epoch 1570 | loss: 0.031167 | val_loss: 0.0311734 | Time: 1898.31 ms [2022-04-01 04:52:05 main:574] : INFO : Epoch 1571 | loss: 0.0311777 | val_loss: 0.0311825 | Time: 1955.55 ms [2022-04-01 04:52:06 main:574] : INFO : Epoch 1572 | loss: 0.0311681 | val_loss: 0.0311748 | Time: 1852.44 ms [2022-04-01 04:52:08 main:574] : INFO : Epoch 1573 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 1864.17 ms [2022-04-01 04:52:10 main:574] : INFO : Epoch 1574 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 1899.29 ms [2022-04-01 04:52:12 main:574] : INFO : Epoch 1575 | loss: 0.03117 | val_loss: 0.0311723 | Time: 1928.21 ms [2022-04-01 04:52:14 main:574] : INFO : Epoch 1576 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 1884.62 ms [2022-04-01 04:52:16 main:574] : INFO : Epoch 1577 | loss: 0.0311665 | val_loss: 0.0311771 | Time: 1882.02 ms [2022-04-01 04:52:18 main:574] : INFO : Epoch 1578 | loss: 0.0311673 | val_loss: 0.0311729 | Time: 1881.27 ms [2022-04-01 04:52:20 main:574] : INFO : Epoch 1579 | loss: 0.031169 | val_loss: 0.031174 | Time: 1932.57 ms [2022-04-01 04:52:22 main:574] : INFO : Epoch 1580 | loss: 0.0311681 | val_loss: 0.0311734 | Time: 1852.55 ms [2022-04-01 04:52:24 main:574] : INFO : Epoch 1581 | loss: 0.031169 | val_loss: 0.031181 | Time: 1881.54 ms [2022-04-01 04:52:25 main:574] : INFO : Epoch 1582 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 1925.05 ms [2022-04-01 04:52:27 main:574] : INFO : Epoch 1583 | loss: 0.0311753 | val_loss: 0.0311752 | Time: 1926.51 ms [2022-04-01 04:52:29 main:574] : INFO : Epoch 1584 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 1865.4 ms [2022-04-01 04:52:31 main:574] : INFO : Epoch 1585 | loss: 0.0311741 | val_loss: 0.031176 | Time: 1872.99 ms [2022-04-01 04:52:33 main:574] : INFO : Epoch 1586 | loss: 0.0311753 | val_loss: 0.0311761 | Time: 1933.96 ms [2022-04-01 04:52:35 main:574] : INFO : Epoch 1587 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 1880.2 ms [2022-04-01 04:52:37 main:574] : INFO : Epoch 1588 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 1918.3 ms [2022-04-01 04:52:39 main:574] : INFO : Epoch 1589 | loss: 0.0311739 | val_loss: 0.031186 | Time: 1863.06 ms [2022-04-01 04:52:41 main:574] : INFO : Epoch 1590 | loss: 0.0311832 | val_loss: 0.0311803 | Time: 1935.66 ms [2022-04-01 04:52:43 main:574] : INFO : Epoch 1591 | loss: 0.0311785 | val_loss: 0.0311738 | Time: 1942.09 ms [2022-04-01 04:52:45 main:574] : INFO : Epoch 1592 | loss: 0.031173 | val_loss: 0.0311749 | Time: 1873.82 ms [2022-04-01 04:52:46 main:574] : INFO : Epoch 1593 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 1920.2 ms [2022-04-01 04:52:48 main:574] : INFO : Epoch 1594 | loss: 0.0311692 | val_loss: 0.0311807 | Time: 1867.23 ms [2022-04-01 04:52:50 main:574] : INFO : Epoch 1595 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 1862.81 ms [2022-04-01 04:52:52 main:574] : INFO : Epoch 1596 | loss: 0.0311713 | val_loss: 0.031175 | Time: 1945.45 ms [2022-04-01 04:52:54 main:574] : INFO : Epoch 1597 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 1939.45 ms [2022-04-01 04:52:56 main:574] : INFO : Epoch 1598 | loss: 0.03117 | val_loss: 0.0311735 | Time: 1880.62 ms [2022-04-01 04:52:58 main:574] : INFO : Epoch 1599 | loss: 0.0311721 | val_loss: 0.031177 | Time: 1904.22 ms [2022-04-01 04:53:00 main:574] : INFO : Epoch 1600 | loss: 0.0311723 | val_loss: 0.0311749 | Time: 1917.94 ms [2022-04-01 04:53:02 main:574] : INFO : Epoch 1601 | loss: 0.0311706 | val_loss: 0.031174 | Time: 1944.66 ms [2022-04-01 04:53:04 main:574] : INFO : Epoch 1602 | loss: 0.0311683 | val_loss: 0.0311778 | Time: 1907.87 ms [2022-04-01 04:53:06 main:574] : INFO : Epoch 1603 | loss: 0.0311718 | val_loss: 0.0311709 | Time: 1869.7 ms [2022-04-01 04:53:08 main:574] : INFO : Epoch 1604 | loss: 0.0311709 | val_loss: 0.0311696 | Time: 1962.23 ms [2022-04-01 04:53:09 main:574] : INFO : Epoch 1605 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 1849.63 ms [2022-04-01 04:53:11 main:574] : INFO : Epoch 1606 | loss: 0.0311682 | val_loss: 0.0311732 | Time: 1857.61 ms [2022-04-01 04:53:13 main:574] : INFO : Epoch 1607 | loss: 0.0311664 | val_loss: 0.0311733 | Time: 1881.83 ms [2022-04-01 04:53:15 main:574] : INFO : Epoch 1608 | loss: 0.0311695 | val_loss: 0.0311698 | Time: 1920.1 ms [2022-04-01 04:53:17 main:574] : INFO : Epoch 1609 | loss: 0.0311665 | val_loss: 0.0311804 | Time: 1914.19 ms [2022-04-01 04:53:19 main:574] : INFO : Epoch 1610 | loss: 0.03117 | val_loss: 0.0311707 | Time: 1876.7 ms [2022-04-01 04:53:21 main:574] : INFO : Epoch 1611 | loss: 0.031166 | val_loss: 0.031172 | Time: 1916.26 ms [2022-04-01 04:53:23 main:574] : INFO : Epoch 1612 | loss: 0.0311699 | val_loss: 0.0311747 | Time: 1908.58 ms [2022-04-01 04:53:25 main:574] : INFO : Epoch 1613 | loss: 0.0311697 | val_loss: 0.0311746 | Time: 1868 ms [2022-04-01 04:53:26 main:574] : INFO : Epoch 1614 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 1889.04 ms [2022-04-01 04:53:28 main:574] : INFO : Epoch 1615 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 1950.79 ms [2022-04-01 04:53:30 main:574] : INFO : Epoch 1616 | loss: 0.0311668 | val_loss: 0.0311698 | Time: 1869.73 ms [2022-04-01 04:53:32 main:574] : INFO : Epoch 1617 | loss: 0.0311704 | val_loss: 0.0311721 | Time: 1877.38 ms [2022-04-01 04:53:34 main:574] : INFO : Epoch 1618 | loss: 0.0311665 | val_loss: 0.031172 | Time: 1868.85 ms [2022-04-01 04:53:36 main:574] : INFO : Epoch 1619 | loss: 0.031165 | val_loss: 0.0311787 | Time: 1928.06 ms [2022-04-01 04:53:38 main:574] : INFO : Epoch 1620 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 1882.77 ms [2022-04-01 04:53:40 main:574] : INFO : Epoch 1621 | loss: 0.0311633 | val_loss: 0.0311732 | Time: 1886.33 ms [2022-04-01 04:53:42 main:574] : INFO : Epoch 1622 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 1958.76 ms [2022-04-01 04:53:44 main:574] : INFO : Epoch 1623 | loss: 0.0311646 | val_loss: 0.0311789 | Time: 1870.04 ms [2022-04-01 04:53:45 main:574] : INFO : Epoch 1624 | loss: 0.0311625 | val_loss: 0.0311708 | Time: 1838.85 ms [2022-04-01 04:53:47 main:574] : INFO : Epoch 1625 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 1873.37 ms [2022-04-01 04:53:49 main:574] : INFO : Epoch 1626 | loss: 0.0311628 | val_loss: 0.0311695 | Time: 1918.79 ms [2022-04-01 04:53:51 main:574] : INFO : Epoch 1627 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 1887.45 ms [2022-04-01 04:53:53 main:574] : INFO : Epoch 1628 | loss: 0.0311615 | val_loss: 0.0311785 | Time: 1888.82 ms [2022-04-01 04:53:55 main:574] : INFO : Epoch 1629 | loss: 0.0311621 | val_loss: 0.0311722 | Time: 1867.09 ms [2022-04-01 04:53:57 main:574] : INFO : Epoch 1630 | loss: 0.031166 | val_loss: 0.0311719 | Time: 1927.61 ms [2022-04-01 04:53:59 main:574] : INFO : Epoch 1631 | loss: 0.0311607 | val_loss: 0.0311717 | Time: 1915.79 ms [2022-04-01 04:54:01 main:574] : INFO : Epoch 1632 | loss: 0.0311607 | val_loss: 0.0311703 | Time: 1882.22 ms [2022-04-01 04:54:03 main:574] : INFO : Epoch 1633 | loss: 0.031162 | val_loss: 0.0311773 | Time: 1935.5 ms [2022-04-01 04:54:04 main:574] : INFO : Epoch 1634 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 1892.05 ms [2022-04-01 04:54:06 main:574] : INFO : Epoch 1635 | loss: 0.0311641 | val_loss: 0.0311722 | Time: 1862.03 ms [2022-04-01 04:54:08 main:574] : INFO : Epoch 1636 | loss: 0.0311625 | val_loss: 0.0311721 | Time: 1874.17 ms [2022-04-01 04:54:10 main:574] : INFO : Epoch 1637 | loss: 0.0311607 | val_loss: 0.0311856 | Time: 1920.71 ms [2022-04-01 04:54:12 main:574] : INFO : Epoch 1638 | loss: 0.0311611 | val_loss: 0.0311727 | Time: 1865.98 ms [2022-04-01 04:54:14 main:574] : INFO : Epoch 1639 | loss: 0.03116 | val_loss: 0.0311731 | Time: 1868.93 ms [2022-04-01 04:54:16 main:574] : INFO : Epoch 1640 | loss: 0.0311581 | val_loss: 0.0311742 | Time: 1898.41 ms [2022-04-01 04:54:18 main:574] : INFO : Epoch 1641 | loss: 0.0311638 | val_loss: 0.0311758 | Time: 1926.29 ms [2022-04-01 04:54:20 main:574] : INFO : Epoch 1642 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 1881.67 ms [2022-04-01 04:54:22 main:574] : INFO : Epoch 1643 | loss: 0.0311582 | val_loss: 0.0311726 | Time: 1915.88 ms [2022-04-01 04:54:23 main:574] : INFO : Epoch 1644 | loss: 0.0311585 | val_loss: 0.0311757 | Time: 1946.14 ms [2022-04-01 04:54:25 main:574] : INFO : Epoch 1645 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 1895.2 ms [2022-04-01 04:54:27 main:574] : INFO : Epoch 1646 | loss: 0.0311582 | val_loss: 0.0311723 | Time: 1862.35 ms [2022-04-01 04:54:29 main:574] : INFO : Epoch 1647 | loss: 0.0311562 | val_loss: 0.0311714 | Time: 1890.57 ms [2022-04-01 04:54:31 main:574] : INFO : Epoch 1648 | loss: 0.0311599 | val_loss: 0.0311744 | Time: 1924.01 ms [2022-04-01 04:54:33 main:574] : INFO : Epoch 1649 | loss: 0.031159 | val_loss: 0.0311725 | Time: 1892.34 ms [2022-04-01 04:54:35 main:574] : INFO : Epoch 1650 | loss: 0.0311601 | val_loss: 0.0311774 | Time: 1852.51 ms [2022-04-01 04:54:37 main:574] : INFO : Epoch 1651 | loss: 0.0311641 | val_loss: 0.031169 | Time: 1901.36 ms [2022-04-01 04:54:39 main:574] : INFO : Epoch 1652 | loss: 0.0311619 | val_loss: 0.0311712 | Time: 1948.5 ms [2022-04-01 04:54:41 main:574] : INFO : Epoch 1653 | loss: 0.0311683 | val_loss: 0.0311798 | Time: 1875.31 ms [2022-04-01 04:54:42 main:574] : INFO : Epoch 1654 | loss: 0.0311667 | val_loss: 0.0311736 | Time: 1935.26 ms [2022-04-01 04:54:44 main:574] : INFO : Epoch 1655 | loss: 0.0311622 | val_loss: 0.0311688 | Time: 1926.99 ms [2022-04-01 04:54:46 main:574] : INFO : Epoch 1656 | loss: 0.0311625 | val_loss: 0.031171 | Time: 1870.07 ms [2022-04-01 04:54:48 main:574] : INFO : Epoch 1657 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 1872.46 ms [2022-04-01 04:54:50 main:574] : INFO : Epoch 1658 | loss: 0.0311608 | val_loss: 0.0311694 | Time: 1863.87 ms [2022-04-01 04:54:52 main:574] : INFO : Epoch 1659 | loss: 0.0311681 | val_loss: 0.031177 | Time: 1973.56 ms [2022-04-01 04:54:54 main:574] : INFO : Epoch 1660 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 1866.77 ms [2022-04-01 04:54:56 main:574] : INFO : Epoch 1661 | loss: 0.0311636 | val_loss: 0.0311687 | Time: 1880.91 ms [2022-04-01 04:54:58 main:574] : INFO : Epoch 1662 | loss: 0.0311637 | val_loss: 0.031172 | Time: 1881.26 ms [2022-04-01 04:55:00 main:574] : INFO : Epoch 1663 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 1921.97 ms [2022-04-01 04:55:01 main:574] : INFO : Epoch 1664 | loss: 0.0311582 | val_loss: 0.0311736 | Time: 1871.8 ms [2022-04-01 04:55:03 main:574] : INFO : Epoch 1665 | loss: 0.0311582 | val_loss: 0.0311736 | Time: 1936.33 ms [2022-04-01 04:55:05 main:574] : INFO : Epoch 1666 | loss: 0.0311568 | val_loss: 0.0311711 | Time: 1911.15 ms [2022-04-01 04:55:07 main:574] : INFO : Epoch 1667 | loss: 0.031157 | val_loss: 0.0311756 | Time: 1867.39 ms [2022-04-01 04:55:09 main:574] : INFO : Epoch 1668 | loss: 0.0311564 | val_loss: 0.0311685 | Time: 1947.72 ms [2022-04-01 04:55:11 main:574] : INFO : Epoch 1669 | loss: 0.0311553 | val_loss: 0.0311696 | Time: 1897.84 ms [2022-04-01 04:55:13 main:574] : INFO : Epoch 1670 | loss: 0.0311563 | val_loss: 0.0311696 | Time: 1926.84 ms [2022-04-01 04:55:15 main:574] : INFO : Epoch 1671 | loss: 0.0311549 | val_loss: 0.0311736 | Time: 1897.73 ms [2022-04-01 04:55:17 main:574] : INFO : Epoch 1672 | loss: 0.0311562 | val_loss: 0.0311712 | Time: 1858.56 ms [2022-04-01 04:55:19 main:574] : INFO : Epoch 1673 | loss: 0.0311578 | val_loss: 0.0311714 | Time: 1881.16 ms [2022-04-01 04:55:21 main:574] : INFO : Epoch 1674 | loss: 0.0311628 | val_loss: 0.0311795 | Time: 1951.86 ms [2022-04-01 04:55:22 main:574] : INFO : Epoch 1675 | loss: 0.0311847 | val_loss: 0.0311906 | Time: 1919.96 ms [2022-04-01 04:55:24 main:574] : INFO : Epoch 1676 | loss: 0.0311886 | val_loss: 0.0311877 | Time: 1859.32 ms [2022-04-01 04:55:26 main:574] : INFO : Epoch 1677 | loss: 0.0311878 | val_loss: 0.0311905 | Time: 1961.85 ms [2022-04-01 04:55:28 main:574] : INFO : Epoch 1678 | loss: 0.0311863 | val_loss: 0.0311855 | Time: 1938.2 ms [2022-04-01 04:55:30 main:574] : INFO : Epoch 1679 | loss: 0.0311827 | val_loss: 0.0311837 | Time: 1906.26 ms [2022-04-01 04:55:32 main:574] : INFO : Epoch 1680 | loss: 0.0311819 | val_loss: 0.0311865 | Time: 1868.66 ms [2022-04-01 04:55:34 main:574] : INFO : Epoch 1681 | loss: 0.0311802 | val_loss: 0.0311892 | Time: 1957.03 ms [2022-04-01 04:55:36 main:574] : INFO : Epoch 1682 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 1865.34 ms [2022-04-01 04:55:38 main:574] : INFO : Epoch 1683 | loss: 0.031177 | val_loss: 0.0311816 | Time: 1903.17 ms [2022-04-01 04:55:40 main:574] : INFO : Epoch 1684 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 1956.7 ms [2022-04-01 04:55:42 main:574] : INFO : Epoch 1685 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 1901.22 ms [2022-04-01 04:55:44 main:574] : INFO : Epoch 1686 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 1867.68 ms [2022-04-01 04:55:45 main:574] : INFO : Epoch 1687 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 1867.59 ms [2022-04-01 04:55:47 main:574] : INFO : Epoch 1688 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 1913.45 ms [2022-04-01 04:55:49 main:574] : INFO : Epoch 1689 | loss: 0.031172 | val_loss: 0.0311779 | Time: 1913.24 ms [2022-04-01 04:55:51 main:574] : INFO : Epoch 1690 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 1870.28 ms [2022-04-01 04:55:53 main:574] : INFO : Epoch 1691 | loss: 0.0311737 | val_loss: 0.0311801 | Time: 1909.58 ms [2022-04-01 04:55:55 main:574] : INFO : Epoch 1692 | loss: 0.0311736 | val_loss: 0.0311819 | Time: 1924.45 ms [2022-04-01 04:55:57 main:574] : INFO : Epoch 1693 | loss: 0.0311725 | val_loss: 0.0311783 | Time: 1863.45 ms [2022-04-01 04:55:59 main:574] : INFO : Epoch 1694 | loss: 0.03117 | val_loss: 0.0311774 | Time: 1888.32 ms [2022-04-01 04:56:01 main:574] : INFO : Epoch 1695 | loss: 0.0311699 | val_loss: 0.0311788 | Time: 1942.9 ms [2022-04-01 04:56:03 main:574] : INFO : Epoch 1696 | loss: 0.0311704 | val_loss: 0.031177 | Time: 1917.6 ms [2022-04-01 04:56:04 main:574] : INFO : Epoch 1697 | loss: 0.031172 | val_loss: 0.0311772 | Time: 1884.94 ms [2022-04-01 04:56:06 main:574] : INFO : Epoch 1698 | loss: 0.0311698 | val_loss: 0.031182 | Time: 1889.26 ms [2022-04-01 04:56:08 main:574] : INFO : Epoch 1699 | loss: 0.0311697 | val_loss: 0.0311766 | Time: 1936.49 ms [2022-04-01 04:56:10 main:574] : INFO : Epoch 1700 | loss: 0.0311698 | val_loss: 0.0311801 | Time: 1894.91 ms [2022-04-01 04:56:12 main:574] : INFO : Epoch 1701 | loss: 0.0311698 | val_loss: 0.0311786 | Time: 1874.91 ms [2022-04-01 04:56:14 main:574] : INFO : Epoch 1702 | loss: 0.0311704 | val_loss: 0.0311816 | Time: 1898.42 ms [2022-04-01 04:56:16 main:574] : INFO : Epoch 1703 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 1920.06 ms [2022-04-01 04:56:18 main:574] : INFO : Epoch 1704 | loss: 0.0311696 | val_loss: 0.031179 | Time: 1923.41 ms [2022-04-01 04:56:20 main:574] : INFO : Epoch 1705 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 1876.39 ms [2022-04-01 04:56:22 main:574] : INFO : Epoch 1706 | loss: 0.0311674 | val_loss: 0.0311775 | Time: 1951.77 ms [2022-04-01 04:56:24 main:574] : INFO : Epoch 1707 | loss: 0.0311676 | val_loss: 0.0311806 | Time: 1897.26 ms [2022-04-01 04:56:25 main:574] : INFO : Epoch 1708 | loss: 0.0311673 | val_loss: 0.0311782 | Time: 1874.36 ms [2022-04-01 04:56:27 main:574] : INFO : Epoch 1709 | loss: 0.0311672 | val_loss: 0.0311773 | Time: 1884.12 ms [2022-04-01 04:56:29 main:574] : INFO : Epoch 1710 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 1976.31 ms [2022-04-01 04:56:31 main:574] : INFO : Epoch 1711 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 1854.41 ms [2022-04-01 04:56:33 main:574] : INFO : Epoch 1712 | loss: 0.0311646 | val_loss: 0.0311762 | Time: 1920.52 ms [2022-04-01 04:56:35 main:574] : INFO : Epoch 1713 | loss: 0.0311671 | val_loss: 0.0311859 | Time: 1905.07 ms [2022-04-01 04:56:37 main:574] : INFO : Epoch 1714 | loss: 0.031168 | val_loss: 0.0311787 | Time: 1936.65 ms [2022-04-01 04:56:39 main:574] : INFO : Epoch 1715 | loss: 0.0311664 | val_loss: 0.0311794 | Time: 1860.81 ms [2022-04-01 04:56:41 main:574] : INFO : Epoch 1716 | loss: 0.0311671 | val_loss: 0.0311786 | Time: 1899.56 ms [2022-04-01 04:56:43 main:574] : INFO : Epoch 1717 | loss: 0.031167 | val_loss: 0.0311764 | Time: 1962.82 ms [2022-04-01 04:56:45 main:574] : INFO : Epoch 1718 | loss: 0.0311664 | val_loss: 0.031177 | Time: 1882.59 ms [2022-04-01 04:56:46 main:574] : INFO : Epoch 1719 | loss: 0.0311657 | val_loss: 0.0311775 | Time: 1882.84 ms [2022-04-01 04:56:48 main:574] : INFO : Epoch 1720 | loss: 0.0311666 | val_loss: 0.0311795 | Time: 1868.6 ms [2022-04-01 04:56:50 main:574] : INFO : Epoch 1721 | loss: 0.0311685 | val_loss: 0.0311774 | Time: 1921.08 ms [2022-04-01 04:56:52 main:574] : INFO : Epoch 1722 | loss: 0.0311695 | val_loss: 0.031192 | Time: 1890.59 ms [2022-04-01 04:56:54 main:574] : INFO : Epoch 1723 | loss: 0.0311679 | val_loss: 0.0311786 | Time: 1890.79 ms [2022-04-01 04:56:56 main:574] : INFO : Epoch 1724 | loss: 0.0311652 | val_loss: 0.0311762 | Time: 1873.31 ms [2022-04-01 04:56:58 main:574] : INFO : Epoch 1725 | loss: 0.0311643 | val_loss: 0.0311764 | Time: 1940.13 ms [2022-04-01 04:57:00 main:574] : INFO : Epoch 1726 | loss: 0.0311647 | val_loss: 0.0311763 | Time: 1888.58 ms [2022-04-01 04:57:02 main:574] : INFO : Epoch 1727 | loss: 0.0311662 | val_loss: 0.0311775 | Time: 1875.1 ms [2022-04-01 04:57:04 main:574] : INFO : Epoch 1728 | loss: 0.0311665 | val_loss: 0.0311784 | Time: 1976.87 ms [2022-04-01 04:57:06 main:574] : INFO : Epoch 1729 | loss: 0.0311646 | val_loss: 0.0311798 | Time: 1875.64 ms [2022-04-01 04:57:07 main:574] : INFO : Epoch 1730 | loss: 0.0311647 | val_loss: 0.0311778 | Time: 1871.09 ms [2022-04-01 04:57:09 main:574] : INFO : Epoch 1731 | loss: 0.0311649 | val_loss: 0.0311791 | Time: 1875.32 ms [2022-04-01 04:57:11 main:574] : INFO : Epoch 1732 | loss: 0.0311646 | val_loss: 0.03118 | Time: 1963.89 ms [2022-04-01 04:57:13 main:574] : INFO : Epoch 1733 | loss: 0.0311667 | val_loss: 0.0311813 | Time: 1882.86 ms [2022-04-01 04:57:15 main:574] : INFO : Epoch 1734 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 1878.82 ms [2022-04-01 04:57:17 main:574] : INFO : Epoch 1735 | loss: 0.0311675 | val_loss: 0.0311819 | Time: 1982.66 ms [2022-04-01 04:57:19 main:574] : INFO : Epoch 1736 | loss: 0.0311667 | val_loss: 0.0311816 | Time: 1867.84 ms [2022-04-01 04:57:21 main:574] : INFO : Epoch 1737 | loss: 0.0311646 | val_loss: 0.0311784 | Time: 1864.94 ms [2022-04-01 04:57:23 main:574] : INFO : Epoch 1738 | loss: 0.0311646 | val_loss: 0.031178 | Time: 1898.12 ms [2022-04-01 04:57:25 main:574] : INFO : Epoch 1739 | loss: 0.0311662 | val_loss: 0.0311777 | Time: 1934.17 ms [2022-04-01 04:57:26 main:574] : INFO : Epoch 1740 | loss: 0.0311648 | val_loss: 0.0311802 | Time: 1884.43 ms [2022-04-01 04:57:28 main:574] : INFO : Epoch 1741 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 1852.34 ms [2022-04-01 04:57:30 main:574] : INFO : Epoch 1742 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 1894.18 ms [2022-04-01 04:57:32 main:574] : INFO : Epoch 1743 | loss: 0.0311786 | val_loss: 0.0311958 | Time: 1927.14 ms [2022-04-01 04:57:34 main:574] : INFO : Epoch 1744 | loss: 0.0311968 | val_loss: 0.0311988 | Time: 1863.82 ms [2022-04-01 04:57:36 main:574] : INFO : Epoch 1745 | loss: 0.0312033 | val_loss: 0.0311973 | Time: 1867.56 ms [2022-04-01 04:57:38 main:574] : INFO : Epoch 1746 | loss: 0.0311974 | val_loss: 0.031191 | Time: 1969.46 ms [2022-04-01 04:57:40 main:574] : INFO : Epoch 1747 | loss: 0.0311951 | val_loss: 0.03119 | Time: 1906.02 ms [2022-04-01 04:57:42 main:574] : INFO : Epoch 1748 | loss: 0.0311921 | val_loss: 0.031189 | Time: 1907.87 ms [2022-04-01 04:57:44 main:574] : INFO : Epoch 1749 | loss: 0.0311903 | val_loss: 0.0311878 | Time: 1885.52 ms [2022-04-01 04:57:46 main:574] : INFO : Epoch 1750 | loss: 0.0311891 | val_loss: 0.0311867 | Time: 1927.99 ms [2022-04-01 04:57:47 main:574] : INFO : Epoch 1751 | loss: 0.031188 | val_loss: 0.0311889 | Time: 1877.98 ms [2022-04-01 04:57:49 main:574] : INFO : Epoch 1752 | loss: 0.0311873 | val_loss: 0.0311866 | Time: 1907.39 ms [2022-04-01 04:57:51 main:574] : INFO : Epoch 1753 | loss: 0.0311858 | val_loss: 0.0311831 | Time: 1854.33 ms [2022-04-01 04:57:53 main:574] : INFO : Epoch 1754 | loss: 0.0311834 | val_loss: 0.0311812 | Time: 1963.02 ms [2022-04-01 04:57:55 main:574] : INFO : Epoch 1755 | loss: 0.0311819 | val_loss: 0.0311803 | Time: 1886.64 ms [2022-04-01 04:57:57 main:574] : INFO : Epoch 1756 | loss: 0.0311811 | val_loss: 0.0311797 | Time: 1928.57 ms [2022-04-01 04:57:59 main:574] : INFO : Epoch 1757 | loss: 0.0311803 | val_loss: 0.0311818 | Time: 1938.69 ms [2022-04-01 04:58:01 main:574] : INFO : Epoch 1758 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 1902.48 ms [2022-04-01 04:58:03 main:574] : INFO : Epoch 1759 | loss: 0.0311795 | val_loss: 0.0311795 | Time: 1898.84 ms [2022-04-01 04:58:05 main:574] : INFO : Epoch 1760 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 1906.93 ms [2022-04-01 04:58:07 main:574] : INFO : Epoch 1761 | loss: 0.0311807 | val_loss: 0.0311794 | Time: 1913.17 ms [2022-04-01 04:58:08 main:574] : INFO : Epoch 1762 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 1908.77 ms [2022-04-01 04:58:10 main:574] : INFO : Epoch 1763 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 1894.57 ms [2022-04-01 04:58:12 main:574] : INFO : Epoch 1764 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 1880.02 ms [2022-04-01 04:58:14 main:574] : INFO : Epoch 1765 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 1942.53 ms [2022-04-01 04:58:16 main:574] : INFO : Epoch 1766 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 1862.2 ms [2022-04-01 04:58:18 main:574] : INFO : Epoch 1767 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 1893.82 ms [2022-04-01 04:58:20 main:574] : INFO : Epoch 1768 | loss: 0.0311763 | val_loss: 0.0311785 | Time: 1916.37 ms [2022-04-01 04:58:22 main:574] : INFO : Epoch 1769 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 1890.69 ms [2022-04-01 04:58:24 main:574] : INFO : Epoch 1770 | loss: 0.0311758 | val_loss: 0.0311775 | Time: 1884.29 ms [2022-04-01 04:58:26 main:574] : INFO : Epoch 1771 | loss: 0.0311774 | val_loss: 0.0311816 | Time: 1884.76 ms [2022-04-01 04:58:27 main:574] : INFO : Epoch 1772 | loss: 0.0311764 | val_loss: 0.0311853 | Time: 1933.21 ms [2022-04-01 04:58:29 main:574] : INFO : Epoch 1773 | loss: 0.031176 | val_loss: 0.0311782 | Time: 1921.28 ms [2022-04-01 04:58:31 main:574] : INFO : Epoch 1774 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 1870.29 ms [2022-04-01 04:58:33 main:574] : INFO : Epoch 1775 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 1890.34 ms [2022-04-01 04:58:35 main:574] : INFO : Epoch 1776 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 1950.5 ms [2022-04-01 04:58:37 main:574] : INFO : Epoch 1777 | loss: 0.0311747 | val_loss: 0.0311847 | Time: 1935.36 ms [2022-04-01 04:58:39 main:574] : INFO : Epoch 1778 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 1894.35 ms [2022-04-01 04:58:41 main:574] : INFO : Epoch 1779 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 1961.03 ms [2022-04-01 04:58:43 main:574] : INFO : Epoch 1780 | loss: 0.0311728 | val_loss: 0.0311785 | Time: 1885.98 ms [2022-04-01 04:58:45 main:574] : INFO : Epoch 1781 | loss: 0.0311729 | val_loss: 0.0311834 | Time: 1890.24 ms [2022-04-01 04:58:47 main:574] : INFO : Epoch 1782 | loss: 0.0311729 | val_loss: 0.0311834 | Time: 1853.85 ms [2022-04-01 04:58:49 main:574] : INFO : Epoch 1783 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 1944.81 ms [2022-04-01 04:58:50 main:574] : INFO : Epoch 1784 | loss: 0.031171 | val_loss: 0.0311811 | Time: 1883.5 ms [2022-04-01 04:58:52 main:574] : INFO : Epoch 1785 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 1877.12 ms [2022-04-01 04:58:54 main:574] : INFO : Epoch 1786 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 1946.87 ms [2022-04-01 04:58:56 main:574] : INFO : Epoch 1787 | loss: 0.0311715 | val_loss: 0.0311777 | Time: 1932.55 ms [2022-04-01 04:58:58 main:574] : INFO : Epoch 1788 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 1891.95 ms [2022-04-01 04:59:00 main:574] : INFO : Epoch 1789 | loss: 0.031172 | val_loss: 0.0311828 | Time: 1869.19 ms [2022-04-01 04:59:02 main:574] : INFO : Epoch 1790 | loss: 0.0311759 | val_loss: 0.0311858 | Time: 1925.08 ms [2022-04-01 04:59:04 main:574] : INFO : Epoch 1791 | loss: 0.0311779 | val_loss: 0.0311768 | Time: 1898.61 ms [2022-04-01 04:59:06 main:574] : INFO : Epoch 1792 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 1901.22 ms [2022-04-01 04:59:08 main:574] : INFO : Epoch 1793 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 1900.2 ms [2022-04-01 04:59:09 main:574] : INFO : Epoch 1794 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 1742.73 ms [2022-04-01 04:59:11 main:574] : INFO : Epoch 1795 | loss: 0.031173 | val_loss: 0.0311777 | Time: 1691.16 ms [2022-04-01 04:59:13 main:574] : INFO : Epoch 1796 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 1710.44 ms [2022-04-01 04:59:14 main:574] : INFO : Epoch 1797 | loss: 0.0311693 | val_loss: 0.0311788 | Time: 1717.43 ms [2022-04-01 04:59:16 main:574] : INFO : Epoch 1798 | loss: 0.031169 | val_loss: 0.031177 | Time: 1698.17 ms [2022-04-01 04:59:18 main:574] : INFO : Epoch 1799 | loss: 0.0311689 | val_loss: 0.0311788 | Time: 1708.52 ms [2022-04-01 04:59:20 main:574] : INFO : Epoch 1800 | loss: 0.0311684 | val_loss: 0.0311784 | Time: 1700.35 ms [2022-04-01 04:59:21 main:574] : INFO : Epoch 1801 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 1713.27 ms [2022-04-01 04:59:23 main:574] : INFO : Epoch 1802 | loss: 0.0311683 | val_loss: 0.0311778 | Time: 1705.82 ms [2022-04-01 04:59:25 main:574] : INFO : Epoch 1803 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 1707.85 ms [2022-04-01 04:59:26 main:574] : INFO : Epoch 1804 | loss: 0.0311707 | val_loss: 0.0311837 | Time: 1702.69 ms [2022-04-01 04:59:28 main:574] : INFO : Epoch 1805 | loss: 0.0311718 | val_loss: 0.0311782 | Time: 1694.23 ms [2022-04-01 04:59:30 main:574] : INFO : Epoch 1806 | loss: 0.0311715 | val_loss: 0.0311772 | Time: 1704.49 ms [2022-04-01 04:59:32 main:574] : INFO : Epoch 1807 | loss: 0.0311686 | val_loss: 0.031176 | Time: 1696.67 ms [2022-04-01 04:59:33 main:574] : INFO : Epoch 1808 | loss: 0.0311697 | val_loss: 0.0311812 | Time: 1713.22 ms [2022-04-01 04:59:35 main:574] : INFO : Epoch 1809 | loss: 0.0311747 | val_loss: 0.0311773 | Time: 1693.18 ms [2022-04-01 04:59:37 main:574] : INFO : Epoch 1810 | loss: 0.0311696 | val_loss: 0.031178 | Time: 1692.56 ms [2022-04-01 04:59:38 main:574] : INFO : Epoch 1811 | loss: 0.0311688 | val_loss: 0.031178 | Time: 1709.25 ms [2022-04-01 04:59:40 main:574] : INFO : Epoch 1812 | loss: 0.0311678 | val_loss: 0.0311767 | Time: 1702.51 ms [2022-04-01 04:59:42 main:574] : INFO : Epoch 1813 | loss: 0.0311672 | val_loss: 0.0311817 | Time: 1714.83 ms [2022-04-01 04:59:43 main:574] : INFO : Epoch 1814 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 1709.23 ms [2022-04-01 04:59:45 main:574] : INFO : Epoch 1815 | loss: 0.0311663 | val_loss: 0.0311757 | Time: 1693.03 ms [2022-04-01 04:59:47 main:574] : INFO : Epoch 1816 | loss: 0.0311684 | val_loss: 0.0311774 | Time: 1699.89 ms [2022-04-01 04:59:49 main:574] : INFO : Epoch 1817 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 1702.39 ms [2022-04-01 04:59:50 main:574] : INFO : Epoch 1818 | loss: 0.0311674 | val_loss: 0.0311811 | Time: 1706 ms [2022-04-01 04:59:52 main:574] : INFO : Epoch 1819 | loss: 0.0311696 | val_loss: 0.0311755 | Time: 1688.22 ms [2022-04-01 04:59:54 main:574] : INFO : Epoch 1820 | loss: 0.031167 | val_loss: 0.0311792 | Time: 1705.73 ms [2022-04-01 04:59:55 main:574] : INFO : Epoch 1821 | loss: 0.0311665 | val_loss: 0.0311764 | Time: 1694.71 ms [2022-04-01 04:59:57 main:574] : INFO : Epoch 1822 | loss: 0.0311674 | val_loss: 0.0311804 | Time: 1704.37 ms [2022-04-01 04:59:59 main:574] : INFO : Epoch 1823 | loss: 0.0311699 | val_loss: 0.0311803 | Time: 1697.87 ms [2022-04-01 05:00:01 main:574] : INFO : Epoch 1824 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 1702.51 ms [2022-04-01 05:00:02 main:574] : INFO : Epoch 1825 | loss: 0.031166 | val_loss: 0.0311773 | Time: 1696.29 ms [2022-04-01 05:00:04 main:574] : INFO : Epoch 1826 | loss: 0.0311673 | val_loss: 0.0311817 | Time: 1702.98 ms [2022-04-01 05:00:06 main:574] : INFO : Epoch 1827 | loss: 0.031167 | val_loss: 0.0311769 | Time: 1690.48 ms [2022-04-01 05:00:07 main:574] : INFO : Epoch 1828 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 1695.39 ms [2022-04-01 05:00:09 main:574] : INFO : Epoch 1829 | loss: 0.0311636 | val_loss: 0.0311754 | Time: 1696.44 ms [2022-04-01 05:00:11 main:574] : INFO : Epoch 1830 | loss: 0.0311655 | val_loss: 0.0311765 | Time: 1695.61 ms [2022-04-01 05:00:12 main:574] : INFO : Epoch 1831 | loss: 0.0311654 | val_loss: 0.0311793 | Time: 1701.03 ms [2022-04-01 05:00:14 main:574] : INFO : Epoch 1832 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 1704.75 ms [2022-04-01 05:00:16 main:574] : INFO : Epoch 1833 | loss: 0.0311668 | val_loss: 0.0311759 | Time: 1706.97 ms [2022-04-01 05:00:18 main:574] : INFO : Epoch 1834 | loss: 0.031168 | val_loss: 0.0311745 | Time: 1701.28 ms [2022-04-01 05:00:19 main:574] : INFO : Epoch 1835 | loss: 0.0311669 | val_loss: 0.0311762 | Time: 1718.44 ms [2022-04-01 05:00:21 main:574] : INFO : Epoch 1836 | loss: 0.0311671 | val_loss: 0.0311759 | Time: 1713.35 ms [2022-04-01 05:00:23 main:574] : INFO : Epoch 1837 | loss: 0.0311667 | val_loss: 0.0311745 | Time: 1704.02 ms [2022-04-01 05:00:24 main:574] : INFO : Epoch 1838 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 1712.4 ms [2022-04-01 05:00:26 main:574] : INFO : Epoch 1839 | loss: 0.0311651 | val_loss: 0.0311729 | Time: 1713.64 ms [2022-04-01 05:00:28 main:574] : INFO : Epoch 1840 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 1701.26 ms [2022-04-01 05:00:30 main:574] : INFO : Epoch 1841 | loss: 0.0311668 | val_loss: 0.0311729 | Time: 1708.55 ms [2022-04-01 05:00:31 main:574] : INFO : Epoch 1842 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 1701.07 ms [2022-04-01 05:00:33 main:574] : INFO : Epoch 1843 | loss: 0.0311649 | val_loss: 0.0311714 | Time: 1702.65 ms [2022-04-01 05:00:35 main:574] : INFO : Epoch 1844 | loss: 0.0311658 | val_loss: 0.0311726 | Time: 1699.48 ms [2022-04-01 05:00:36 main:574] : INFO : Epoch 1845 | loss: 0.0311636 | val_loss: 0.0311744 | Time: 1694.75 ms [2022-04-01 05:00:38 main:574] : INFO : Epoch 1846 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 1702.58 ms [2022-04-01 05:00:40 main:574] : INFO : Epoch 1847 | loss: 0.031166 | val_loss: 0.0311715 | Time: 1706.37 ms [2022-04-01 05:00:41 main:574] : INFO : Epoch 1848 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 1686.59 ms [2022-04-01 05:00:43 main:574] : INFO : Epoch 1849 | loss: 0.0311653 | val_loss: 0.0311747 | Time: 1714.34 ms [2022-04-01 05:00:45 main:574] : INFO : Epoch 1850 | loss: 0.0311648 | val_loss: 0.0311739 | Time: 1702.4 ms [2022-04-01 05:00:47 main:574] : INFO : Epoch 1851 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 1712.91 ms [2022-04-01 05:00:48 main:574] : INFO : Epoch 1852 | loss: 0.031163 | val_loss: 0.0311734 | Time: 1705.94 ms [2022-04-01 05:00:50 main:574] : INFO : Epoch 1853 | loss: 0.0311643 | val_loss: 0.0311796 | Time: 1701.71 ms [2022-04-01 05:00:52 main:574] : INFO : Epoch 1854 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 1695.41 ms [2022-04-01 05:00:53 main:574] : INFO : Epoch 1855 | loss: 0.0311656 | val_loss: 0.0311768 | Time: 1704.03 ms [2022-04-01 05:00:55 main:574] : INFO : Epoch 1856 | loss: 0.0311647 | val_loss: 0.0311747 | Time: 1698.77 ms [2022-04-01 05:00:57 main:574] : INFO : Epoch 1857 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 1696.83 ms [2022-04-01 05:00:59 main:574] : INFO : Epoch 1858 | loss: 0.031166 | val_loss: 0.031176 | Time: 1719.67 ms [2022-04-01 05:01:00 main:574] : INFO : Epoch 1859 | loss: 0.0311639 | val_loss: 0.0311772 | Time: 1695.11 ms [2022-04-01 05:01:02 main:574] : INFO : Epoch 1860 | loss: 0.0311676 | val_loss: 0.0311785 | Time: 1709.64 ms [2022-04-01 05:01:04 main:574] : INFO : Epoch 1861 | loss: 0.0311663 | val_loss: 0.0311773 | Time: 1709.43 ms [2022-04-01 05:01:05 main:574] : INFO : Epoch 1862 | loss: 0.031166 | val_loss: 0.0311776 | Time: 1691.88 ms [2022-04-01 05:01:07 main:574] : INFO : Epoch 1863 | loss: 0.0311682 | val_loss: 0.0311803 | Time: 1713.3 ms [2022-04-01 05:01:09 main:574] : INFO : Epoch 1864 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 1705.55 ms [2022-04-01 05:01:10 main:574] : INFO : Epoch 1865 | loss: 0.0311749 | val_loss: 0.0311875 | Time: 1701.62 ms [2022-04-01 05:01:12 main:574] : INFO : Epoch 1866 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 1689.93 ms [2022-04-01 05:01:14 main:574] : INFO : Epoch 1867 | loss: 0.0311752 | val_loss: 0.031188 | Time: 1707.12 ms [2022-04-01 05:01:16 main:574] : INFO : Epoch 1868 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 1697.86 ms [2022-04-01 05:01:17 main:574] : INFO : Epoch 1869 | loss: 0.0311701 | val_loss: 0.0311789 | Time: 1696.19 ms [2022-04-01 05:01:19 main:574] : INFO : Epoch 1870 | loss: 0.0311707 | val_loss: 0.0311786 | Time: 1704.09 ms [2022-04-01 05:01:21 main:574] : INFO : Epoch 1871 | loss: 0.0311671 | val_loss: 0.0311796 | Time: 1692.8 ms [2022-04-01 05:01:22 main:574] : INFO : Epoch 1872 | loss: 0.0311695 | val_loss: 0.0311785 | Time: 1704.64 ms [2022-04-01 05:01:24 main:574] : INFO : Epoch 1873 | loss: 0.0311652 | val_loss: 0.0311779 | Time: 1716.29 ms [2022-04-01 05:01:26 main:574] : INFO : Epoch 1874 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 1704.59 ms [2022-04-01 05:01:28 main:574] : INFO : Epoch 1875 | loss: 0.0311639 | val_loss: 0.0311785 | Time: 1695.64 ms [2022-04-01 05:01:29 main:574] : INFO : Epoch 1876 | loss: 0.0311632 | val_loss: 0.031177 | Time: 1719.99 ms [2022-04-01 05:01:31 main:574] : INFO : Epoch 1877 | loss: 0.0311635 | val_loss: 0.0311812 | Time: 1702.08 ms [2022-04-01 05:01:33 main:574] : INFO : Epoch 1878 | loss: 0.0311613 | val_loss: 0.031181 | Time: 1701.99 ms [2022-04-01 05:01:34 main:574] : INFO : Epoch 1879 | loss: 0.0311614 | val_loss: 0.0311772 | Time: 1711.77 ms [2022-04-01 05:01:36 main:574] : INFO : Epoch 1880 | loss: 0.0311628 | val_loss: 0.0311759 | Time: 1720.57 ms [2022-04-01 05:01:38 main:574] : INFO : Epoch 1881 | loss: 0.031163 | val_loss: 0.0311759 | Time: 1701.77 ms [2022-04-01 05:01:40 main:574] : INFO : Epoch 1882 | loss: 0.031163 | val_loss: 0.031175 | Time: 1695.92 ms [2022-04-01 05:01:41 main:574] : INFO : Epoch 1883 | loss: 0.0311614 | val_loss: 0.0311746 | Time: 1693.8 ms [2022-04-01 05:01:43 main:574] : INFO : Epoch 1884 | loss: 0.0311592 | val_loss: 0.0311789 | Time: 1701.92 ms [2022-04-01 05:01:45 main:574] : INFO : Epoch 1885 | loss: 0.0311603 | val_loss: 0.0311768 | Time: 1699.85 ms [2022-04-01 05:01:46 main:574] : INFO : Epoch 1886 | loss: 0.0311592 | val_loss: 0.0311847 | Time: 1700.12 ms [2022-04-01 05:01:48 main:574] : INFO : Epoch 1887 | loss: 0.0311673 | val_loss: 0.03118 | Time: 1703.49 ms [2022-04-01 05:01:50 main:574] : INFO : Epoch 1888 | loss: 0.0311663 | val_loss: 0.0311834 | Time: 1704.99 ms [2022-04-01 05:01:51 main:574] : INFO : Epoch 1889 | loss: 0.0311697 | val_loss: 0.0311795 | Time: 1695.48 ms [2022-04-01 05:01:53 main:574] : INFO : Epoch 1890 | loss: 0.0311654 | val_loss: 0.0311775 | Time: 1698.97 ms [2022-04-01 05:01:55 main:574] : INFO : Epoch 1891 | loss: 0.031162 | val_loss: 0.0311765 | Time: 1704.34 ms [2022-04-01 05:01:57 main:574] : INFO : Epoch 1892 | loss: 0.0311633 | val_loss: 0.0311781 | Time: 1701.29 ms [2022-04-01 05:01:58 main:574] : INFO : Epoch 1893 | loss: 0.0311614 | val_loss: 0.0311765 | Time: 1709.82 ms [2022-04-01 05:02:00 main:574] : INFO : Epoch 1894 | loss: 0.0311597 | val_loss: 0.0311745 | Time: 1714.6 ms [2022-04-01 05:02:02 main:574] : INFO : Epoch 1895 | loss: 0.0311607 | val_loss: 0.0311772 | Time: 1694.2 ms [2022-04-01 05:02:03 main:574] : INFO : Epoch 1896 | loss: 0.03116 | val_loss: 0.0311786 | Time: 1715.15 ms [2022-04-01 05:02:05 main:574] : INFO : Epoch 1897 | loss: 0.0311624 | val_loss: 0.0311853 | Time: 1715.71 ms [2022-04-01 05:02:07 main:574] : INFO : Epoch 1898 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 1701.11 ms [2022-04-01 05:02:09 main:574] : INFO : Epoch 1899 | loss: 0.0311611 | val_loss: 0.0311765 | Time: 1693.65 ms [2022-04-01 05:02:10 main:574] : INFO : Epoch 1900 | loss: 0.0311607 | val_loss: 0.0311737 | Time: 1701.29 ms [2022-04-01 05:02:12 main:574] : INFO : Epoch 1901 | loss: 0.0311594 | val_loss: 0.0311741 | Time: 1702.38 ms [2022-04-01 05:02:14 main:574] : INFO : Epoch 1902 | loss: 0.0311591 | val_loss: 0.0311764 | Time: 1695.7 ms [2022-04-01 05:02:15 main:574] : INFO : Epoch 1903 | loss: 0.0311584 | val_loss: 0.0311754 | Time: 1700.68 ms [2022-04-01 05:02:17 main:574] : INFO : Epoch 1904 | loss: 0.0311608 | val_loss: 0.0311763 | Time: 1697.42 ms [2022-04-01 05:02:19 main:574] : INFO : Epoch 1905 | loss: 0.031162 | val_loss: 0.0311769 | Time: 1695.81 ms [2022-04-01 05:02:20 main:574] : INFO : Epoch 1906 | loss: 0.0311637 | val_loss: 0.0311809 | Time: 1695.18 ms [2022-04-01 05:02:22 main:574] : INFO : Epoch 1907 | loss: 0.0311595 | val_loss: 0.0311796 | Time: 1692.22 ms [2022-04-01 05:02:24 main:574] : INFO : Epoch 1908 | loss: 0.0311599 | val_loss: 0.0311787 | Time: 1711.92 ms [2022-04-01 05:02:26 main:574] : INFO : Epoch 1909 | loss: 0.0311589 | val_loss: 0.031182 | Time: 1702.51 ms [2022-04-01 05:02:27 main:574] : INFO : Epoch 1910 | loss: 0.0311588 | val_loss: 0.0311737 | Time: 1708.67 ms [2022-04-01 05:02:29 main:574] : INFO : Epoch 1911 | loss: 0.0311593 | val_loss: 0.0311742 | Time: 1701.98 ms [2022-04-01 05:02:31 main:574] : INFO : Epoch 1912 | loss: 0.0311578 | val_loss: 0.0311761 | Time: 1706.41 ms [2022-04-01 05:02:32 main:574] : INFO : Epoch 1913 | loss: 0.0311578 | val_loss: 0.0311795 | Time: 1689.49 ms [2022-04-01 05:02:34 main:574] : INFO : Epoch 1914 | loss: 0.0311578 | val_loss: 0.0311808 | Time: 1708.62 ms [2022-04-01 05:02:36 main:574] : INFO : Epoch 1915 | loss: 0.0311577 | val_loss: 0.0311779 | Time: 1697.68 ms [2022-04-01 05:02:37 main:574] : INFO : Epoch 1916 | loss: 0.0311604 | val_loss: 0.0311777 | Time: 1702.74 ms [2022-04-01 05:02:39 main:574] : INFO : Epoch 1917 | loss: 0.0311592 | val_loss: 0.0311773 | Time: 1700.28 ms [2022-04-01 05:02:41 main:574] : INFO : Epoch 1918 | loss: 0.0311636 | val_loss: 0.0311768 | Time: 1709.41 ms [2022-04-01 05:02:43 main:574] : INFO : Epoch 1919 | loss: 0.0311681 | val_loss: 0.0311873 | Time: 1704.29 ms [2022-04-01 05:02:44 main:574] : INFO : Epoch 1920 | loss: 0.0311679 | val_loss: 0.031178 | Time: 1701.99 ms [2022-04-01 05:02:46 main:574] : INFO : Epoch 1921 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 1697.44 ms [2022-04-01 05:02:48 main:574] : INFO : Epoch 1922 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 1702.77 ms [2022-04-01 05:02:49 main:574] : INFO : Epoch 1923 | loss: 0.0311677 | val_loss: 0.0311797 | Time: 1712.05 ms [2022-04-01 05:02:51 main:574] : INFO : Epoch 1924 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 1702.87 ms [2022-04-01 05:02:53 main:574] : INFO : Epoch 1925 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 1706.2 ms [2022-04-01 05:02:55 main:574] : INFO : Epoch 1926 | loss: 0.0311701 | val_loss: 0.0311785 | Time: 1755.27 ms [2022-04-01 05:02:56 main:574] : INFO : Epoch 1927 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1705.69 ms [2022-04-01 05:02:58 main:574] : INFO : Epoch 1928 | loss: 0.0311712 | val_loss: 0.0311745 | Time: 1700.44 ms [2022-04-01 05:03:00 main:574] : INFO : Epoch 1929 | loss: 0.0311705 | val_loss: 0.0311763 | Time: 1706.87 ms [2022-04-01 05:03:01 main:574] : INFO : Epoch 1930 | loss: 0.0311676 | val_loss: 0.0311779 | Time: 1699.06 ms [2022-04-01 05:03:03 main:574] : INFO : Epoch 1931 | loss: 0.0311661 | val_loss: 0.0311753 | Time: 1706.81 ms [2022-04-01 05:03:05 main:574] : INFO : Epoch 1932 | loss: 0.0311655 | val_loss: 0.0311831 | Time: 1700.26 ms [2022-04-01 05:03:07 main:574] : INFO : Epoch 1933 | loss: 0.0311693 | val_loss: 0.0311807 | Time: 1695.68 ms [2022-04-01 05:03:08 main:574] : INFO : Epoch 1934 | loss: 0.0311647 | val_loss: 0.0311742 | Time: 1706.31 ms [2022-04-01 05:03:10 main:574] : INFO : Epoch 1935 | loss: 0.0311652 | val_loss: 0.0311771 | Time: 1720.29 ms [2022-04-01 05:03:12 main:574] : INFO : Epoch 1936 | loss: 0.0311664 | val_loss: 0.0311809 | Time: 1695.17 ms [2022-04-01 05:03:13 main:574] : INFO : Epoch 1937 | loss: 0.031165 | val_loss: 0.0311788 | Time: 1699.95 ms [2022-04-01 05:03:15 main:574] : INFO : Epoch 1938 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 1715.34 ms [2022-04-01 05:03:17 main:574] : INFO : Epoch 1939 | loss: 0.0311646 | val_loss: 0.0311776 | Time: 1703.58 ms [2022-04-01 05:03:18 main:574] : INFO : Epoch 1940 | loss: 0.0311625 | val_loss: 0.0311779 | Time: 1686.72 ms [2022-04-01 05:03:20 main:574] : INFO : Epoch 1941 | loss: 0.0311611 | val_loss: 0.0311788 | Time: 1702.64 ms [2022-04-01 05:03:22 main:574] : INFO : Epoch 1942 | loss: 0.0311612 | val_loss: 0.0311784 | Time: 1692.84 ms [2022-04-01 05:03:24 main:574] : INFO : Epoch 1943 | loss: 0.0311614 | val_loss: 0.0311791 | Time: 1713.27 ms [2022-04-01 05:03:25 main:574] : INFO : Epoch 1944 | loss: 0.0311597 | val_loss: 0.0311786 | Time: 1696.67 ms [2022-04-01 05:03:27 main:574] : INFO : Epoch 1945 | loss: 0.03116 | val_loss: 0.0311773 | Time: 1699.78 ms [2022-04-01 05:03:29 main:574] : INFO : Epoch 1946 | loss: 0.0311623 | val_loss: 0.0311829 | Time: 1728.94 ms [2022-04-01 05:03:30 main:574] : INFO : Epoch 1947 | loss: 0.0311652 | val_loss: 0.0311783 | Time: 1719.05 ms [2022-04-01 05:03:32 main:574] : INFO : Epoch 1948 | loss: 0.0311617 | val_loss: 0.0311761 | Time: 1703.74 ms [2022-04-01 05:03:34 main:574] : INFO : Epoch 1949 | loss: 0.03116 | val_loss: 0.0311786 | Time: 1702.47 ms [2022-04-01 05:03:36 main:574] : INFO : Epoch 1950 | loss: 0.0311601 | val_loss: 0.0311753 | Time: 1710.42 ms [2022-04-01 05:03:37 main:574] : INFO : Epoch 1951 | loss: 0.0311595 | val_loss: 0.0311817 | Time: 1709.98 ms [2022-04-01 05:03:39 main:574] : INFO : Epoch 1952 | loss: 0.0311695 | val_loss: 0.0311815 | Time: 1709.88 ms [2022-04-01 05:03:41 main:574] : INFO : Epoch 1953 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 1695.73 ms [2022-04-01 05:03:42 main:574] : INFO : Epoch 1954 | loss: 0.031173 | val_loss: 0.0311808 | Time: 1705.7 ms [2022-04-01 05:03:44 main:574] : INFO : Epoch 1955 | loss: 0.0311711 | val_loss: 0.0311805 | Time: 1703.17 ms [2022-04-01 05:03:46 main:574] : INFO : Epoch 1956 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 1700.72 ms [2022-04-01 05:03:48 main:574] : INFO : Epoch 1957 | loss: 0.0311682 | val_loss: 0.0311781 | Time: 1694.74 ms [2022-04-01 05:03:49 main:574] : INFO : Epoch 1958 | loss: 0.0311668 | val_loss: 0.031178 | Time: 1709.19 ms [2022-04-01 05:03:51 main:574] : INFO : Epoch 1959 | loss: 0.0311668 | val_loss: 0.0311888 | Time: 1696.83 ms [2022-04-01 05:03:53 main:574] : INFO : Epoch 1960 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 1692.44 ms [2022-04-01 05:03:54 main:574] : INFO : Epoch 1961 | loss: 0.0311664 | val_loss: 0.0311788 | Time: 1694.99 ms [2022-04-01 05:03:56 main:574] : INFO : Epoch 1962 | loss: 0.0311675 | val_loss: 0.0311798 | Time: 1698.12 ms [2022-04-01 05:03:58 main:574] : INFO : Epoch 1963 | loss: 0.031167 | val_loss: 0.0311805 | Time: 1705.15 ms [2022-04-01 05:03:59 main:574] : INFO : Epoch 1964 | loss: 0.0311629 | val_loss: 0.031183 | Time: 1704.65 ms [2022-04-01 05:04:01 main:574] : INFO : Epoch 1965 | loss: 0.0311616 | val_loss: 0.0311799 | Time: 1695.17 ms [2022-04-01 05:04:03 main:574] : INFO : Epoch 1966 | loss: 0.031167 | val_loss: 0.0311831 | Time: 1696.8 ms [2022-04-01 05:04:05 main:574] : INFO : Epoch 1967 | loss: 0.0311709 | val_loss: 0.0311807 | Time: 1701.64 ms [2022-04-01 05:04:06 main:574] : INFO : Epoch 1968 | loss: 0.0311702 | val_loss: 0.0311835 | Time: 1700.26 ms [2022-04-01 05:04:08 main:574] : INFO : Epoch 1969 | loss: 0.0311685 | val_loss: 0.031179 | Time: 1702.93 ms [2022-04-01 05:04:10 main:574] : INFO : Epoch 1970 | loss: 0.0311655 | val_loss: 0.0311788 | Time: 1715.05 ms [2022-04-01 05:04:11 main:574] : INFO : Epoch 1971 | loss: 0.0311691 | val_loss: 0.0311826 | Time: 1699.09 ms [2022-04-01 05:04:13 main:574] : INFO : Epoch 1972 | loss: 0.0311748 | val_loss: 0.0311897 | Time: 1700.43 ms [2022-04-01 05:04:15 main:574] : INFO : Epoch 1973 | loss: 0.0311722 | val_loss: 0.0311847 | Time: 1699.49 ms [2022-04-01 05:04:17 main:574] : INFO : Epoch 1974 | loss: 0.0311697 | val_loss: 0.0311897 | Time: 1718.16 ms [2022-04-01 05:04:18 main:574] : INFO : Epoch 1975 | loss: 0.0311737 | val_loss: 0.0311807 | Time: 1697.01 ms [2022-04-01 05:04:20 main:574] : INFO : Epoch 1976 | loss: 0.0311718 | val_loss: 0.0311845 | Time: 1696.68 ms [2022-04-01 05:04:22 main:574] : INFO : Epoch 1977 | loss: 0.0311678 | val_loss: 0.0311843 | Time: 1691.34 ms [2022-04-01 05:04:23 main:574] : INFO : Epoch 1978 | loss: 0.0311666 | val_loss: 0.0311826 | Time: 1699.77 ms [2022-04-01 05:04:25 main:574] : INFO : Epoch 1979 | loss: 0.0311698 | val_loss: 0.0311812 | Time: 1707.82 ms [2022-04-01 05:04:27 main:574] : INFO : Epoch 1980 | loss: 0.0311705 | val_loss: 0.0311786 | Time: 1692.94 ms [2022-04-01 05:04:28 main:574] : INFO : Epoch 1981 | loss: 0.031167 | val_loss: 0.0311809 | Time: 1708.79 ms [2022-04-01 05:04:30 main:574] : INFO : Epoch 1982 | loss: 0.031167 | val_loss: 0.0311797 | Time: 1716.69 ms [2022-04-01 05:04:32 main:574] : INFO : Epoch 1983 | loss: 0.0311684 | val_loss: 0.0311808 | Time: 1697.32 ms [2022-04-01 05:04:34 main:574] : INFO : Epoch 1984 | loss: 0.0311673 | val_loss: 0.031177 | Time: 1690.93 ms [2022-04-01 05:04:35 main:574] : INFO : Epoch 1985 | loss: 0.0311684 | val_loss: 0.0311787 | Time: 1711.17 ms [2022-04-01 05:04:37 main:574] : INFO : Epoch 1986 | loss: 0.0311702 | val_loss: 0.031185 | Time: 1695.16 ms [2022-04-01 05:04:39 main:574] : INFO : Epoch 1987 | loss: 0.031174 | val_loss: 0.0311828 | Time: 1719.77 ms [2022-04-01 05:04:40 main:574] : INFO : Epoch 1988 | loss: 0.0311693 | val_loss: 0.0311861 | Time: 1699.26 ms [2022-04-01 05:04:42 main:574] : INFO : Epoch 1989 | loss: 0.0313681 | val_loss: 0.0578995 | Time: 1696.01 ms [2022-04-01 05:04:44 main:574] : INFO : Epoch 1990 | loss: 0.0371481 | val_loss: 0.0319961 | Time: 1705.24 ms [2022-04-01 05:04:46 main:574] : INFO : Epoch 1991 | loss: 0.0316759 | val_loss: 0.0313021 | Time: 1698.26 ms [2022-04-01 05:04:47 main:574] : INFO : Epoch 1992 | loss: 0.0312787 | val_loss: 0.0312418 | Time: 1694.12 ms [2022-04-01 05:04:49 main:574] : INFO : Epoch 1993 | loss: 0.0312328 | val_loss: 0.0312162 | Time: 1699.3 ms [2022-04-01 05:04:51 main:574] : INFO : Epoch 1994 | loss: 0.031215 | val_loss: 0.0312079 | Time: 1710.14 ms [2022-04-01 05:04:52 main:574] : INFO : Epoch 1995 | loss: 0.0312077 | val_loss: 0.0312036 | Time: 1698.06 ms [2022-04-01 05:04:54 main:574] : INFO : Epoch 1996 | loss: 0.0312047 | val_loss: 0.0312016 | Time: 1697.82 ms [2022-04-01 05:04:56 main:574] : INFO : Epoch 1997 | loss: 0.0312025 | val_loss: 0.0312006 | Time: 1709.56 ms [2022-04-01 05:04:57 main:574] : INFO : Epoch 1998 | loss: 0.0312006 | val_loss: 0.0311989 | Time: 1694.97 ms [2022-04-01 05:04:59 main:574] : INFO : Epoch 1999 | loss: 0.0312005 | val_loss: 0.0311973 | Time: 1707.02 ms [2022-04-01 05:05:01 main:574] : INFO : Epoch 2000 | loss: 0.0311993 | val_loss: 0.0311961 | Time: 1701.96 ms [2022-04-01 05:05:03 main:574] : INFO : Epoch 2001 | loss: 0.0311995 | val_loss: 0.0311954 | Time: 1695.54 ms [2022-04-01 05:05:04 main:574] : INFO : Epoch 2002 | loss: 0.0311972 | val_loss: 0.0311944 | Time: 1702.87 ms [2022-04-01 05:05:06 main:574] : INFO : Epoch 2003 | loss: 0.031197 | val_loss: 0.0311968 | Time: 1726.17 ms [2022-04-01 05:05:08 main:574] : INFO : Epoch 2004 | loss: 0.0311974 | val_loss: 0.0311941 | Time: 1699.05 ms [2022-04-01 05:05:09 main:574] : INFO : Epoch 2005 | loss: 0.0311957 | val_loss: 0.0311939 | Time: 1713.36 ms [2022-04-01 05:05:11 main:574] : INFO : Epoch 2006 | loss: 0.0311954 | val_loss: 0.031193 | Time: 1705.21 ms [2022-04-01 05:05:13 main:574] : INFO : Epoch 2007 | loss: 0.0311956 | val_loss: 0.0311927 | Time: 1695.61 ms [2022-04-01 05:05:15 main:574] : INFO : Epoch 2008 | loss: 0.0311944 | val_loss: 0.0311924 | Time: 1701.82 ms [2022-04-01 05:05:16 main:574] : INFO : Epoch 2009 | loss: 0.0311943 | val_loss: 0.0311927 | Time: 1695.82 ms [2022-04-01 05:05:18 main:574] : INFO : Epoch 2010 | loss: 0.031194 | val_loss: 0.0311934 | Time: 1701.16 ms [2022-04-01 05:05:20 main:574] : INFO : Epoch 2011 | loss: 0.0311945 | val_loss: 0.0311921 | Time: 1712.48 ms [2022-04-01 05:05:21 main:574] : INFO : Epoch 2012 | loss: 0.0311943 | val_loss: 0.0311911 | Time: 1703.36 ms [2022-04-01 05:05:23 main:574] : INFO : Epoch 2013 | loss: 0.0311934 | val_loss: 0.0311943 | Time: 1699.26 ms [2022-04-01 05:05:25 main:574] : INFO : Epoch 2014 | loss: 0.0311974 | val_loss: 0.0311914 | Time: 1700.37 ms [2022-04-01 05:05:26 main:574] : INFO : Epoch 2015 | loss: 0.031193 | val_loss: 0.0311908 | Time: 1696.94 ms [2022-04-01 05:05:28 main:574] : INFO : Epoch 2016 | loss: 0.0311926 | val_loss: 0.0311913 | Time: 1694.05 ms [2022-04-01 05:05:30 main:574] : INFO : Epoch 2017 | loss: 0.0311927 | val_loss: 0.0311907 | Time: 1706.08 ms [2022-04-01 05:05:32 main:574] : INFO : Epoch 2018 | loss: 0.0311921 | val_loss: 0.0311906 | Time: 1701.64 ms [2022-04-01 05:05:33 main:574] : INFO : Epoch 2019 | loss: 0.0311922 | val_loss: 0.0311895 | Time: 1696.75 ms [2022-04-01 05:05:35 main:574] : INFO : Epoch 2020 | loss: 0.0311921 | val_loss: 0.0311896 | Time: 1700.55 ms [2022-04-01 05:05:37 main:574] : INFO : Epoch 2021 | loss: 0.0311911 | val_loss: 0.0311903 | Time: 1710.9 ms [2022-04-01 05:05:38 main:574] : INFO : Epoch 2022 | loss: 0.031193 | val_loss: 0.0311925 | Time: 1699.42 ms [2022-04-01 05:05:40 main:574] : INFO : Epoch 2023 | loss: 0.0311927 | val_loss: 0.0312203 | Time: 1710.98 ms [2022-04-01 05:05:42 main:574] : INFO : Epoch 2024 | loss: 0.0311964 | val_loss: 0.0311912 | Time: 1694.92 ms [2022-04-01 05:05:44 main:574] : INFO : Epoch 2025 | loss: 0.0311951 | val_loss: 0.0311914 | Time: 1697.19 ms [2022-04-01 05:05:45 main:574] : INFO : Epoch 2026 | loss: 0.0311936 | val_loss: 0.0311903 | Time: 1700.92 ms [2022-04-01 05:05:47 main:574] : INFO : Epoch 2027 | loss: 0.0311941 | val_loss: 0.0311964 | Time: 1698.72 ms [2022-04-01 05:05:49 main:574] : INFO : Epoch 2028 | loss: 0.0311934 | val_loss: 0.0311986 | Time: 1690.24 ms [2022-04-01 05:05:50 main:574] : INFO : Epoch 2029 | loss: 0.0311927 | val_loss: 0.0311884 | Time: 1710.63 ms [2022-04-01 05:05:52 main:574] : INFO : Epoch 2030 | loss: 0.0311919 | val_loss: 0.0311889 | Time: 1704.44 ms [2022-04-01 05:05:54 main:574] : INFO : Epoch 2031 | loss: 0.0311923 | val_loss: 0.0311884 | Time: 1691.54 ms [2022-04-01 05:05:55 main:574] : INFO : Epoch 2032 | loss: 0.0311938 | val_loss: 0.0311883 | Time: 1713.79 ms [2022-04-01 05:05:57 main:574] : INFO : Epoch 2033 | loss: 0.0311909 | val_loss: 0.0311881 | Time: 1706.49 ms [2022-04-01 05:05:59 main:574] : INFO : Epoch 2034 | loss: 0.0311922 | val_loss: 0.0311882 | Time: 1697.92 ms [2022-04-01 05:06:01 main:574] : INFO : Epoch 2035 | loss: 0.0311904 | val_loss: 0.0311894 | Time: 1704.46 ms [2022-04-01 05:06:02 main:574] : INFO : Epoch 2036 | loss: 0.0311901 | val_loss: 0.0311874 | Time: 1694.84 ms [2022-04-01 05:06:04 main:574] : INFO : Epoch 2037 | loss: 0.0311919 | val_loss: 0.0311883 | Time: 1717.68 ms [2022-04-01 05:06:06 main:574] : INFO : Epoch 2038 | loss: 0.0311896 | val_loss: 0.0311885 | Time: 1719.97 ms [2022-04-01 05:06:07 main:574] : INFO : Epoch 2039 | loss: 0.0311903 | val_loss: 0.031188 | Time: 1695.02 ms [2022-04-01 05:06:09 main:574] : INFO : Epoch 2040 | loss: 0.0311921 | val_loss: 0.0311896 | Time: 1693.88 ms [2022-04-01 05:06:11 main:574] : INFO : Epoch 2041 | loss: 0.0311912 | val_loss: 0.0311885 | Time: 1702.21 ms [2022-04-01 05:06:13 main:574] : INFO : Epoch 2042 | loss: 0.0311929 | val_loss: 0.0311957 | Time: 1703 ms [2022-04-01 05:06:14 main:574] : INFO : Epoch 2043 | loss: 0.0311945 | val_loss: 0.0311907 | Time: 1697.21 ms [2022-04-01 05:06:16 main:574] : INFO : Epoch 2044 | loss: 0.0311917 | val_loss: 0.0311915 | Time: 1707.8 ms [2022-04-01 05:06:18 main:574] : INFO : Epoch 2045 | loss: 0.0311918 | val_loss: 0.0311916 | Time: 1697.95 ms [2022-04-01 05:06:19 main:574] : INFO : Epoch 2046 | loss: 0.031192 | val_loss: 0.0311902 | Time: 1696.09 ms [2022-04-01 05:06:21 main:574] : INFO : Epoch 2047 | loss: 0.0311912 | val_loss: 0.0311891 | Time: 1691.6 ms [2022-04-01 05:06:23 main:574] : INFO : Epoch 2048 | loss: 0.031191 | val_loss: 0.031189 | Time: 1695.48 ms [2022-04-01 05:06:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031189 [2022-04-01 05:06:23 main:603] : INFO : Saving end state to config to file [2022-04-01 05:06:23 main:608] : INFO : Success, exiting.. 05:06:23 (46324): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)