Task 14244420
| Name | ParityModified-1647048452-12161-3-0_0 |
| Workunit | 11301892 |
| Created | 2 Apr 2022, 11:25:08 UTC |
| Sent | 9 Apr 2022, 18:40:22 UTC |
| Report deadline | 17 Apr 2022, 18:40:22 UTC |
| Received | 9 Apr 2022, 20:53:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 1 hours 7 min 17 sec |
| CPU time | 1 hours 0 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 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: 0.0311677 | val_loss: 0.0311762 | Time: 1931.17 ms
[2022-04-09 21:35:08 main:574] : INFO : Epoch 1543 | loss: 0.031168 | val_loss: 0.0311782 | Time: 2241.83 ms
[2022-04-09 21:35:10 main:574] : INFO : Epoch 1544 | loss: 0.0311693 | val_loss: 0.031177 | Time: 1937.17 ms
[2022-04-09 21:35:12 main:574] : INFO : Epoch 1545 | loss: 0.0311688 | val_loss: 0.031177 | Time: 1957.89 ms
[2022-04-09 21:35:14 main:574] : INFO : Epoch 1546 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 1944.93 ms
[2022-04-09 21:35:16 main:574] : INFO : Epoch 1547 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 1897.41 ms
[2022-04-09 21:35:18 main:574] : INFO : Epoch 1548 | loss: 0.0311677 | val_loss: 0.0311854 | Time: 2331.66 ms
[2022-04-09 21:35:20 main:574] : INFO : Epoch 1549 | loss: 0.031169 | val_loss: 0.0311757 | Time: 1939.3 ms
[2022-04-09 21:35:22 main:574] : INFO : Epoch 1550 | loss: 0.0311671 | val_loss: 0.0311762 | Time: 1931.47 ms
[2022-04-09 21:35:24 main:574] : INFO : Epoch 1551 | loss: 0.0311667 | val_loss: 0.0311771 | Time: 1939.06 ms
[2022-04-09 21:35:26 main:574] : INFO : Epoch 1552 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 1940.96 ms
[2022-04-09 21:35:28 main:574] : INFO : Epoch 1553 | loss: 0.0311669 | val_loss: 0.0311768 | Time: 1841.13 ms
[2022-04-09 21:35:30 main:574] : INFO : Epoch 1554 | loss: 0.031166 | val_loss: 0.0311762 | Time: 1881.22 ms
[2022-04-09 21:35:32 main:574] : INFO : Epoch 1555 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 2018.6 ms
[2022-04-09 21:35:34 main:574] : INFO : Epoch 1556 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 1946.17 ms
[2022-04-09 21:35:36 main:574] : INFO : Epoch 1557 | loss: 0.0311677 | val_loss: 0.0311807 | Time: 1866.1 ms
[2022-04-09 21:35:38 main:574] : INFO : Epoch 1558 | loss: 0.0311694 | val_loss: 0.0311809 | Time: 2064.97 ms
[2022-04-09 21:35:40 main:574] : INFO : Epoch 1559 | loss: 0.0311686 | val_loss: 0.0311801 | Time: 1818.51 ms
[2022-04-09 21:35:42 main:574] : INFO : Epoch 1560 | loss: 0.0311665 | val_loss: 0.0311774 | Time: 1908.78 ms
[2022-04-09 21:35:44 main:574] : INFO : Epoch 1561 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 1893.26 ms
[2022-04-09 21:35:46 main:574] : INFO : Epoch 1562 | loss: 0.0311664 | val_loss: 0.0311784 | Time: 1973.44 ms
[2022-04-09 21:35:48 main:574] : INFO : Epoch 1563 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 2040.88 ms
[2022-04-09 21:35:50 main:574] : INFO : Epoch 1564 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 1815.71 ms
[2022-04-09 21:35:52 main:574] : INFO : Epoch 1565 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 1885.37 ms
[2022-04-09 21:35:54 main:574] : INFO : Epoch 1566 | loss: 0.0311659 | val_loss: 0.0311746 | Time: 1900.66 ms
[2022-04-09 21:35:56 main:574] : INFO : Epoch 1567 | loss: 0.0311649 | val_loss: 0.031174 | Time: 1905.13 ms
[2022-04-09 21:35:57 main:574] : INFO : Epoch 1568 | loss: 0.0311646 | val_loss: 0.0311747 | Time: 1844.45 ms
[2022-04-09 21:35:59 main:574] : INFO : Epoch 1569 | loss: 0.0311646 | val_loss: 0.0311747 | Time: 1864.88 ms
[2022-04-09 21:36:01 main:574] : INFO : Epoch 1570 | loss: 0.0311676 | val_loss: 0.0311769 | Time: 1944.64 ms
[2022-04-09 21:36:03 main:574] : INFO : Epoch 1571 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 2012.77 ms
[2022-04-09 21:36:05 main:574] : INFO : Epoch 1572 | loss: 0.0311643 | val_loss: 0.0311744 | Time: 1873.53 ms
[2022-04-09 21:36:07 main:574] : INFO : Epoch 1573 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 1848.74 ms
[2022-04-09 21:36:09 main:574] : INFO : Epoch 1574 | loss: 0.0311658 | val_loss: 0.0311859 | Time: 2051.84 ms
[2022-04-09 21:36:11 main:574] : INFO : Epoch 1575 | loss: 0.031167 | val_loss: 0.0311861 | Time: 1899 ms
[2022-04-09 21:36:13 main:574] : INFO : Epoch 1576 | loss: 0.0311682 | val_loss: 0.0311799 | Time: 1843.97 ms
[2022-04-09 21:36:15 main:574] : INFO : Epoch 1577 | loss: 0.031165 | val_loss: 0.031177 | Time: 2036.68 ms
[2022-04-09 21:36:17 main:574] : INFO : Epoch 1578 | loss: 0.0311655 | val_loss: 0.0311771 | Time: 1881.48 ms
[2022-04-09 21:36:19 main:574] : INFO : Epoch 1579 | loss: 0.031165 | val_loss: 0.0311744 | Time: 2068.2 ms
[2022-04-09 21:36:21 main:574] : INFO : Epoch 1580 | loss: 0.031167 | val_loss: 0.0311755 | Time: 1841.71 ms
[2022-04-09 21:36:23 main:574] : INFO : Epoch 1581 | loss: 0.0311665 | val_loss: 0.031179 | Time: 1994.62 ms
[2022-04-09 21:36:25 main:574] : INFO : Epoch 1582 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 1852.49 ms
[2022-04-09 21:36:27 main:574] : INFO : Epoch 1583 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 1810.65 ms
[2022-04-09 21:36:29 main:574] : INFO : Epoch 1584 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 1844.84 ms
[2022-04-09 21:36:31 main:574] : INFO : Epoch 1585 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1954.48 ms
[2022-04-09 21:36:33 main:574] : INFO : Epoch 1586 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 1940.85 ms
[2022-04-09 21:36:35 main:574] : INFO : Epoch 1587 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1950.48 ms
[2022-04-09 21:36:37 main:574] : INFO : Epoch 1588 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 1878.07 ms
[2022-04-09 21:36:39 main:574] : INFO : Epoch 1589 | loss: 0.0311666 | val_loss: 0.0311778 | Time: 2087.33 ms
[2022-04-09 21:36:41 main:574] : INFO : Epoch 1590 | loss: 0.0311674 | val_loss: 0.0311738 | Time: 1838.45 ms
[2022-04-09 21:36:43 main:574] : INFO : Epoch 1591 | loss: 0.0311659 | val_loss: 0.0311753 | Time: 1889.39 ms
[2022-04-09 21:36:45 main:574] : INFO : Epoch 1592 | loss: 0.031165 | val_loss: 0.0311751 | Time: 2106.41 ms
[2022-04-09 21:36:47 main:574] : INFO : Epoch 1593 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 2003.97 ms
[2022-04-09 21:36:49 main:574] : INFO : Epoch 1594 | loss: 0.0311635 | val_loss: 0.0311735 | Time: 1851.99 ms
[2022-04-09 21:36:51 main:574] : INFO : Epoch 1595 | loss: 0.0311639 | val_loss: 0.031173 | Time: 1983.05 ms
[2022-04-09 21:36:53 main:574] : INFO : Epoch 1596 | loss: 0.0311653 | val_loss: 0.031177 | Time: 1915.7 ms
[2022-04-09 21:36:55 main:574] : INFO : Epoch 1597 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 1907.44 ms
[2022-04-09 21:36:57 main:574] : INFO : Epoch 1598 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 1902.96 ms
[2022-04-09 21:36:59 main:574] : INFO : Epoch 1599 | loss: 0.0311652 | val_loss: 0.0311734 | Time: 2026.18 ms
[2022-04-09 21:37:01 main:574] : INFO : Epoch 1600 | loss: 0.0311637 | val_loss: 0.0311733 | Time: 2084.11 ms
[2022-04-09 21:37:03 main:574] : INFO : Epoch 1601 | loss: 0.0311632 | val_loss: 0.0311742 | Time: 2003.56 ms
[2022-04-09 21:37:05 main:574] : INFO : Epoch 1602 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 2120.92 ms
[2022-04-09 21:37:07 main:574] : INFO : Epoch 1603 | loss: 0.0311672 | val_loss: 0.0311735 | Time: 1909.13 ms
[2022-04-09 21:37:09 main:574] : INFO : Epoch 1604 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 1986.49 ms
[2022-04-09 21:37:11 main:574] : INFO : Epoch 1605 | loss: 0.0311637 | val_loss: 0.0311721 | Time: 1824.92 ms
[2022-04-09 21:37:13 main:574] : INFO : Epoch 1606 | loss: 0.0311636 | val_loss: 0.0311733 | Time: 1935.78 ms
[2022-04-09 21:37:15 main:574] : INFO : Epoch 1607 | loss: 0.0311638 | val_loss: 0.031172 | Time: 1778.5 ms
[2022-04-09 21:37:17 main:574] : INFO : Epoch 1608 | loss: 0.0311635 | val_loss: 0.0311723 | Time: 2242.78 ms
[2022-04-09 21:37:20 main:574] : INFO : Epoch 1609 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 2315.13 ms
[2022-04-09 21:37:22 main:574] : INFO : Epoch 1610 | loss: 0.0311636 | val_loss: 0.0311758 | Time: 2371.24 ms
[2022-04-09 21:37:25 main:574] : INFO : Epoch 1611 | loss: 0.0311624 | val_loss: 0.0311731 | Time: 2288.53 ms
[2022-04-09 21:37:28 main:574] : INFO : Epoch 1612 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 2189.48 ms
[2022-04-09 21:37:30 main:574] : INFO : Epoch 1613 | loss: 0.0311665 | val_loss: 0.0311743 | Time: 2068.13 ms
[2022-04-09 21:37:32 main:574] : INFO : Epoch 1614 | loss: 0.0311625 | val_loss: 0.0311722 | Time: 2057.22 ms
[2022-04-09 21:37:34 main:574] : INFO : Epoch 1615 | loss: 0.0311612 | val_loss: 0.031173 | Time: 2043.57 ms
[2022-04-09 21:37:36 main:574] : INFO : Epoch 1616 | loss: 0.0311617 | val_loss: 0.031173 | Time: 2027.33 ms
[2022-04-09 21:37:38 main:574] : INFO : Epoch 1617 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 2014.44 ms
[2022-04-09 21:37:41 main:574] : INFO : Epoch 1618 | loss: 0.0311622 | val_loss: 0.0311725 | Time: 2269.9 ms
[2022-04-09 21:37:43 main:574] : INFO : Epoch 1619 | loss: 0.0311631 | val_loss: 0.0311725 | Time: 2091.76 ms
[2022-04-09 21:37:45 main:574] : INFO : Epoch 1620 | loss: 0.0311618 | val_loss: 0.0311735 | Time: 2063.84 ms
[2022-04-09 21:37:47 main:574] : INFO : Epoch 1621 | loss: 0.0311626 | val_loss: 0.0311777 | Time: 1946.56 ms
[2022-04-09 21:37:49 main:574] : INFO : Epoch 1622 | loss: 0.0311631 | val_loss: 0.0311732 | Time: 2230.7 ms
[2022-04-09 21:37:51 main:574] : INFO : Epoch 1623 | loss: 0.0311612 | val_loss: 0.0311751 | Time: 1922.44 ms
[2022-04-09 21:37:53 main:574] : INFO : Epoch 1624 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 2200.33 ms
[2022-04-09 21:37:56 main:574] : INFO : Epoch 1625 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 2419.01 ms
[2022-04-09 21:37:58 main:574] : INFO : Epoch 1626 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 2262.58 ms
[2022-04-09 21:38:00 main:574] : INFO : Epoch 1627 | loss: 0.031165 | val_loss: 0.0311718 | Time: 2038.58 ms
[2022-04-09 21:38:02 main:574] : INFO : Epoch 1628 | loss: 0.0311634 | val_loss: 0.0311773 | Time: 2001.77 ms
[2022-04-09 21:38:04 main:574] : INFO : Epoch 1629 | loss: 0.0311633 | val_loss: 0.031173 | Time: 2010.07 ms
[2022-04-09 21:38:07 main:574] : INFO : Epoch 1630 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 2035.6 ms
[2022-04-09 21:38:09 main:574] : INFO : Epoch 1631 | loss: 0.0311626 | val_loss: 0.0311809 | Time: 2129.46 ms
[2022-04-09 21:38:11 main:574] : INFO : Epoch 1632 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 1972.01 ms
[2022-04-09 21:38:13 main:574] : INFO : Epoch 1633 | loss: 0.0311656 | val_loss: 0.031182 | Time: 1994.45 ms
[2022-04-09 21:38:15 main:574] : INFO : Epoch 1634 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 1991.05 ms
[2022-04-09 21:38:17 main:574] : INFO : Epoch 1635 | loss: 0.0311631 | val_loss: 0.0311753 | Time: 2019.4 ms
[2022-04-09 21:38:19 main:574] : INFO : Epoch 1636 | loss: 0.031164 | val_loss: 0.0311801 | Time: 2036.82 ms
[2022-04-09 21:38:21 main:574] : INFO : Epoch 1637 | loss: 0.0311637 | val_loss: 0.0311739 | Time: 1914.45 ms
[2022-04-09 21:38:23 main:574] : INFO : Epoch 1638 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 2035.23 ms
[2022-04-09 21:38:25 main:574] : INFO : Epoch 1639 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 2157.65 ms
[2022-04-09 21:38:27 main:574] : INFO : Epoch 1640 | loss: 0.0311651 | val_loss: 0.0311755 | Time: 2037.54 ms
[2022-04-09 21:38:29 main:574] : INFO : Epoch 1641 | loss: 0.0311625 | val_loss: 0.0311734 | Time: 1913.12 ms
[2022-04-09 21:38:31 main:574] : INFO : Epoch 1642 | loss: 0.0311613 | val_loss: 0.031172 | Time: 2151.63 ms
[2022-04-09 21:38:34 main:574] : INFO : Epoch 1643 | loss: 0.0311625 | val_loss: 0.0311713 | Time: 2090.5 ms
[2022-04-09 21:38:36 main:574] : INFO : Epoch 1644 | loss: 0.031161 | val_loss: 0.0311714 | Time: 2089.58 ms
[2022-04-09 21:38:38 main:574] : INFO : Epoch 1645 | loss: 0.0311597 | val_loss: 0.0311744 | Time: 2112.11 ms
[2022-04-09 21:38:40 main:574] : INFO : Epoch 1646 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 2192.06 ms
[2022-04-09 21:38:42 main:574] : INFO : Epoch 1647 | loss: 0.0311616 | val_loss: 0.0311753 | Time: 1935.49 ms
[2022-04-09 21:38:44 main:574] : INFO : Epoch 1648 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 2097.41 ms
[2022-04-09 21:38:46 main:574] : INFO : Epoch 1649 | loss: 0.0311587 | val_loss: 0.0311738 | Time: 1915.23 ms
[2022-04-09 21:38:48 main:574] : INFO : Epoch 1650 | loss: 0.0311604 | val_loss: 0.031172 | Time: 1964.67 ms
[2022-04-09 21:38:50 main:574] : INFO : Epoch 1651 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 1965.31 ms
[2022-04-09 21:38:52 main:574] : INFO : Epoch 1652 | loss: 0.0311618 | val_loss: 0.031173 | Time: 1966.46 ms
[2022-04-09 21:38:54 main:574] : INFO : Epoch 1653 | loss: 0.0311634 | val_loss: 0.0311746 | Time: 1968.32 ms
[2022-04-09 21:38:57 main:574] : INFO : Epoch 1654 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 2143.18 ms
[2022-04-09 21:38:59 main:574] : INFO : Epoch 1655 | loss: 0.0311621 | val_loss: 0.0311729 | Time: 1950.05 ms
[2022-04-09 21:39:01 main:574] : INFO : Epoch 1656 | loss: 0.0311638 | val_loss: 0.0311764 | Time: 2093.59 ms
[2022-04-09 21:39:03 main:574] : INFO : Epoch 1657 | loss: 0.0311653 | val_loss: 0.0311732 | Time: 1963.66 ms
[2022-04-09 21:39:05 main:574] : INFO : Epoch 1658 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 1887.86 ms
[2022-04-09 21:39:07 main:574] : INFO : Epoch 1659 | loss: 0.0311607 | val_loss: 0.0311727 | Time: 1966.85 ms
[2022-04-09 21:39:09 main:574] : INFO : Epoch 1660 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 1982.34 ms
[2022-04-09 21:39:11 main:574] : INFO : Epoch 1661 | loss: 0.0311595 | val_loss: 0.0311739 | Time: 1973.02 ms
[2022-04-09 21:39:13 main:574] : INFO : Epoch 1662 | loss: 0.0311597 | val_loss: 0.0311725 | Time: 1951.13 ms
[2022-04-09 21:39:15 main:574] : INFO : Epoch 1663 | loss: 0.0311601 | val_loss: 0.0311727 | Time: 2012.2 ms
[2022-04-09 21:39:17 main:574] : INFO : Epoch 1664 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 2045.38 ms
[2022-04-09 21:39:19 main:574] : INFO : Epoch 1665 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 1957.9 ms
[2022-04-09 21:39:21 main:574] : INFO : Epoch 1666 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 1881.41 ms
[2022-04-09 21:39:23 main:574] : INFO : Epoch 1667 | loss: 0.0311638 | val_loss: 0.0311754 | Time: 1885.1 ms
[2022-04-09 21:39:25 main:574] : INFO : Epoch 1668 | loss: 0.0311611 | val_loss: 0.0311723 | Time: 1972.61 ms
[2022-04-09 21:39:27 main:574] : INFO : Epoch 1669 | loss: 0.0311601 | val_loss: 0.0311728 | Time: 1968.99 ms
[2022-04-09 21:39:29 main:574] : INFO : Epoch 1670 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 2057.24 ms
[2022-04-09 21:39:31 main:574] : INFO : Epoch 1671 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 2253.78 ms
[2022-04-09 21:39:33 main:574] : INFO : Epoch 1672 | loss: 0.03116 | val_loss: 0.0311727 | Time: 1827.95 ms
[2022-04-09 21:39:35 main:574] : INFO : Epoch 1673 | loss: 0.0311627 | val_loss: 0.0311745 | Time: 1966.06 ms
[2022-04-09 21:39:37 main:574] : INFO : Epoch 1674 | loss: 0.0311642 | val_loss: 0.0311715 | Time: 2068.67 ms
[2022-04-09 21:39:39 main:574] : INFO : Epoch 1675 | loss: 0.0311611 | val_loss: 0.0311703 | Time: 1916.58 ms
[2022-04-09 21:39:41 main:574] : INFO : Epoch 1676 | loss: 0.0311611 | val_loss: 0.0311708 | Time: 2002.08 ms
[2022-04-09 21:39:43 main:574] : INFO : Epoch 1677 | loss: 0.0311608 | val_loss: 0.0311735 | Time: 1865.7 ms
[2022-04-09 21:39:45 main:574] : INFO : Epoch 1678 | loss: 0.0311605 | val_loss: 0.0311718 | Time: 2068.76 ms
[2022-04-09 21:39:47 main:574] : INFO : Epoch 1679 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 2061.49 ms
[2022-04-09 21:39:49 main:574] : INFO : Epoch 1680 | loss: 0.0311588 | val_loss: 0.0311724 | Time: 1995.88 ms
[2022-04-09 21:39:51 main:574] : INFO : Epoch 1681 | loss: 0.031159 | val_loss: 0.0311736 | Time: 2021.6 ms
[2022-04-09 21:39:54 main:574] : INFO : Epoch 1682 | loss: 0.0311589 | val_loss: 0.0311793 | Time: 2068.05 ms
[2022-04-09 21:39:56 main:574] : INFO : Epoch 1683 | loss: 0.0311632 | val_loss: 0.0311781 | Time: 1960.2 ms
[2022-04-09 21:39:58 main:574] : INFO : Epoch 1684 | loss: 0.0311856 | val_loss: 0.0312118 | Time: 1978.27 ms
[2022-04-09 21:40:00 main:574] : INFO : Epoch 1685 | loss: 0.0357331 | val_loss: 0.0426338 | Time: 1922.27 ms
[2022-04-09 21:40:02 main:574] : INFO : Epoch 1686 | loss: 0.0341642 | val_loss: 0.0320506 | Time: 2104.48 ms
[2022-04-09 21:40:04 main:574] : INFO : Epoch 1687 | loss: 0.0317866 | val_loss: 0.0315476 | Time: 1898.61 ms
[2022-04-09 21:40:06 main:574] : INFO : Epoch 1688 | loss: 0.0313082 | val_loss: 0.0312528 | Time: 1974.85 ms
[2022-04-09 21:40:08 main:574] : INFO : Epoch 1689 | loss: 0.0312163 | val_loss: 0.0312064 | Time: 1940.99 ms
[2022-04-09 21:40:10 main:574] : INFO : Epoch 1690 | loss: 0.0311938 | val_loss: 0.031193 | Time: 1943.41 ms
[2022-04-09 21:40:12 main:574] : INFO : Epoch 1691 | loss: 0.0311874 | val_loss: 0.0311913 | Time: 1939.07 ms
[2022-04-09 21:40:14 main:574] : INFO : Epoch 1692 | loss: 0.0311842 | val_loss: 0.0311877 | Time: 1863.7 ms
[2022-04-09 21:40:16 main:574] : INFO : Epoch 1693 | loss: 0.0311821 | val_loss: 0.0311878 | Time: 1985.04 ms
[2022-04-09 21:40:18 main:574] : INFO : Epoch 1694 | loss: 0.0311807 | val_loss: 0.0311872 | Time: 2004.69 ms
[2022-04-09 21:40:20 main:574] : INFO : Epoch 1695 | loss: 0.0311797 | val_loss: 0.0311867 | Time: 1974.59 ms
[2022-04-09 21:40:22 main:574] : INFO : Epoch 1696 | loss: 0.0311786 | val_loss: 0.0311859 | Time: 1933.05 ms
[2022-04-09 21:40:24 main:574] : INFO : Epoch 1697 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 1882.49 ms
[2022-04-09 21:40:26 main:574] : INFO : Epoch 1698 | loss: 0.0311772 | val_loss: 0.0311859 | Time: 1917.05 ms
[2022-04-09 21:40:28 main:574] : INFO : Epoch 1699 | loss: 0.0311773 | val_loss: 0.0311857 | Time: 1962.23 ms
[2022-04-09 21:40:30 main:574] : INFO : Epoch 1700 | loss: 0.0311756 | val_loss: 0.031186 | Time: 1971.8 ms
[2022-04-09 21:40:32 main:574] : INFO : Epoch 1701 | loss: 0.0311761 | val_loss: 0.0311852 | Time: 2078.05 ms
[2022-04-09 21:40:34 main:574] : INFO : Epoch 1702 | loss: 0.0311744 | val_loss: 0.0311854 | Time: 2004.96 ms
[2022-04-09 21:40:36 main:574] : INFO : Epoch 1703 | loss: 0.0311753 | val_loss: 0.0311844 | Time: 1936.77 ms
[2022-04-09 21:40:38 main:574] : INFO : Epoch 1704 | loss: 0.0311744 | val_loss: 0.0311865 | Time: 2021.76 ms
[2022-04-09 21:40:40 main:574] : INFO : Epoch 1705 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 2061.65 ms
[2022-04-09 21:40:42 main:574] : INFO : Epoch 1706 | loss: 0.0311736 | val_loss: 0.031183 | Time: 1991.59 ms
[2022-04-09 21:40:44 main:574] : INFO : Epoch 1707 | loss: 0.0311735 | val_loss: 0.0311842 | Time: 2007.14 ms
[2022-04-09 21:40:46 main:574] : INFO : Epoch 1708 | loss: 0.0311729 | val_loss: 0.0311843 | Time: 2154.68 ms
[2022-04-09 21:40:48 main:574] : INFO : Epoch 1709 | loss: 0.0311724 | val_loss: 0.0311827 | Time: 1962.86 ms
[2022-04-09 21:40:50 main:574] : INFO : Epoch 1710 | loss: 0.0311721 | val_loss: 0.0311836 | Time: 2015.04 ms
[2022-04-09 21:40:52 main:574] : INFO : Epoch 1711 | loss: 0.031173 | val_loss: 0.0311851 | Time: 1993.37 ms
[2022-04-09 21:40:54 main:574] : INFO : Epoch 1712 | loss: 0.031173 | val_loss: 0.0311834 | Time: 1942.35 ms
[2022-04-09 21:40:56 main:574] : INFO : Epoch 1713 | loss: 0.0311722 | val_loss: 0.0311837 | Time: 1973.86 ms
[2022-04-09 21:40:59 main:574] : INFO : Epoch 1714 | loss: 0.0311716 | val_loss: 0.0311825 | Time: 2066.86 ms
[2022-04-09 21:41:01 main:574] : INFO : Epoch 1715 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 2003.97 ms
[2022-04-09 21:41:03 main:574] : INFO : Epoch 1716 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 2043.4 ms
[2022-04-09 21:41:05 main:574] : INFO : Epoch 1717 | loss: 0.0311714 | val_loss: 0.0311842 | Time: 2073.49 ms
[2022-04-09 21:41:07 main:574] : INFO : Epoch 1718 | loss: 0.0311716 | val_loss: 0.031183 | Time: 2043.39 ms
[2022-04-09 21:41:09 main:574] : INFO : Epoch 1719 | loss: 0.0311705 | val_loss: 0.0311826 | Time: 1988.91 ms
[2022-04-09 21:41:11 main:574] : INFO : Epoch 1720 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 1907.02 ms
[2022-04-09 21:41:13 main:574] : INFO : Epoch 1721 | loss: 0.0311712 | val_loss: 0.0311876 | Time: 1949.4 ms
[2022-04-09 21:41:15 main:574] : INFO : Epoch 1722 | loss: 0.0311721 | val_loss: 0.0311822 | Time: 1969.82 ms
[2022-04-09 21:41:17 main:574] : INFO : Epoch 1723 | loss: 0.03117 | val_loss: 0.031184 | Time: 2029.59 ms
[2022-04-09 21:41:19 main:574] : INFO : Epoch 1724 | loss: 0.03117 | val_loss: 0.0311801 | Time: 2051.5 ms
[2022-04-09 21:41:21 main:574] : INFO : Epoch 1725 | loss: 0.0311694 | val_loss: 0.0311811 | Time: 1974.03 ms
[2022-04-09 21:41:23 main:574] : INFO : Epoch 1726 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 1995.38 ms
[2022-04-09 21:41:25 main:574] : INFO : Epoch 1727 | loss: 0.0311682 | val_loss: 0.0311804 | Time: 2070.45 ms
[2022-04-09 21:41:27 main:574] : INFO : Epoch 1728 | loss: 0.0311687 | val_loss: 0.0311823 | Time: 2053.14 ms
[2022-04-09 21:41:29 main:574] : INFO : Epoch 1729 | loss: 0.0311684 | val_loss: 0.0311803 | Time: 2054.46 ms
[2022-04-09 21:41:32 main:574] : INFO : Epoch 1730 | loss: 0.0311677 | val_loss: 0.0311806 | Time: 2019.97 ms
[2022-04-09 21:41:34 main:574] : INFO : Epoch 1731 | loss: 0.0311679 | val_loss: 0.0311798 | Time: 2050.11 ms
[2022-04-09 21:41:36 main:574] : INFO : Epoch 1732 | loss: 0.0311675 | val_loss: 0.0311791 | Time: 2120.78 ms
[2022-04-09 21:41:38 main:574] : INFO : Epoch 1733 | loss: 0.0311683 | val_loss: 0.0311808 | Time: 2044.37 ms
[2022-04-09 21:41:40 main:574] : INFO : Epoch 1734 | loss: 0.0311675 | val_loss: 0.0311808 | Time: 2013.67 ms
[2022-04-09 21:41:42 main:574] : INFO : Epoch 1735 | loss: 0.0311668 | val_loss: 0.0311803 | Time: 2001.68 ms
[2022-04-09 21:41:44 main:574] : INFO : Epoch 1736 | loss: 0.0311665 | val_loss: 0.0311806 | Time: 1947.2 ms
[2022-04-09 21:41:46 main:574] : INFO : Epoch 1737 | loss: 0.0311667 | val_loss: 0.0311795 | Time: 2217.35 ms
[2022-04-09 21:41:48 main:574] : INFO : Epoch 1738 | loss: 0.031166 | val_loss: 0.0311784 | Time: 2046.81 ms
[2022-04-09 21:41:51 main:574] : INFO : Epoch 1739 | loss: 0.0311664 | val_loss: 0.0311794 | Time: 2487.95 ms
[2022-04-09 21:41:53 main:574] : INFO : Epoch 1740 | loss: 0.0311662 | val_loss: 0.0311802 | Time: 2302.39 ms
[2022-04-09 21:41:55 main:574] : INFO : Epoch 1741 | loss: 0.0311664 | val_loss: 0.0311787 | Time: 1932.34 ms
[2022-04-09 21:41:57 main:574] : INFO : Epoch 1742 | loss: 0.0311658 | val_loss: 0.0311792 | Time: 2095.09 ms
[2022-04-09 21:41:59 main:574] : INFO : Epoch 1743 | loss: 0.0311668 | val_loss: 0.0311794 | Time: 1994.52 ms
[2022-04-09 21:42:01 main:574] : INFO : Epoch 1744 | loss: 0.0311668 | val_loss: 0.0311812 | Time: 2034.46 ms
[2022-04-09 21:42:04 main:574] : INFO : Epoch 1745 | loss: 0.031168 | val_loss: 0.0311833 | Time: 2083.72 ms
[2022-04-09 21:42:06 main:574] : INFO : Epoch 1746 | loss: 0.0311673 | val_loss: 0.0311792 | Time: 2038.33 ms
[2022-04-09 21:42:08 main:574] : INFO : Epoch 1747 | loss: 0.0311661 | val_loss: 0.0311797 | Time: 2098.6 ms
[2022-04-09 21:42:10 main:574] : INFO : Epoch 1748 | loss: 0.0311651 | val_loss: 0.0311792 | Time: 1959.29 ms
[2022-04-09 21:42:12 main:574] : INFO : Epoch 1749 | loss: 0.0311645 | val_loss: 0.0311794 | Time: 2007.7 ms
[2022-04-09 21:42:14 main:574] : INFO : Epoch 1750 | loss: 0.0311645 | val_loss: 0.0311768 | Time: 1994.59 ms
[2022-04-09 21:42:16 main:574] : INFO : Epoch 1751 | loss: 0.031164 | val_loss: 0.0311791 | Time: 1964.8 ms
[2022-04-09 21:42:18 main:574] : INFO : Epoch 1752 | loss: 0.031163 | val_loss: 0.0311768 | Time: 2038.86 ms
[2022-04-09 21:42:20 main:574] : INFO : Epoch 1753 | loss: 0.0311629 | val_loss: 0.0311788 | Time: 2055.25 ms
[2022-04-09 21:42:22 main:574] : INFO : Epoch 1754 | loss: 0.0311658 | val_loss: 0.0311768 | Time: 2122.21 ms
[2022-04-09 21:42:24 main:574] : INFO : Epoch 1755 | loss: 0.0311649 | val_loss: 0.0311774 | Time: 1930.62 ms
[2022-04-09 21:42:26 main:574] : INFO : Epoch 1756 | loss: 0.0311647 | val_loss: 0.0311785 | Time: 2023.8 ms
[2022-04-09 21:42:28 main:574] : INFO : Epoch 1757 | loss: 0.031165 | val_loss: 0.0311773 | Time: 2113.55 ms
[2022-04-09 21:42:31 main:574] : INFO : Epoch 1758 | loss: 0.0311632 | val_loss: 0.0311795 | Time: 2219.46 ms
[2022-04-09 21:42:33 main:574] : INFO : Epoch 1759 | loss: 0.0311626 | val_loss: 0.031176 | Time: 2049.44 ms
[2022-04-09 21:42:35 main:574] : INFO : Epoch 1760 | loss: 0.0311622 | val_loss: 0.0311765 | Time: 2049.31 ms
[2022-04-09 21:42:37 main:574] : INFO : Epoch 1761 | loss: 0.0311623 | val_loss: 0.0311801 | Time: 1988.33 ms
[2022-04-09 21:42:39 main:574] : INFO : Epoch 1762 | loss: 0.0311644 | val_loss: 0.0311817 | Time: 1981.25 ms
[2022-04-09 21:42:41 main:574] : INFO : Epoch 1763 | loss: 0.0311643 | val_loss: 0.0311826 | Time: 2097.41 ms
[2022-04-09 21:42:43 main:574] : INFO : Epoch 1764 | loss: 0.0311624 | val_loss: 0.031177 | Time: 2065.69 ms
[2022-04-09 21:42:45 main:574] : INFO : Epoch 1765 | loss: 0.0311622 | val_loss: 0.031181 | Time: 1964.16 ms
[2022-04-09 21:42:47 main:574] : INFO : Epoch 1766 | loss: 0.0311629 | val_loss: 0.0311779 | Time: 2096.42 ms
[2022-04-09 21:42:49 main:574] : INFO : Epoch 1767 | loss: 0.0311612 | val_loss: 0.0311766 | Time: 1951.27 ms
[2022-04-09 21:42:51 main:574] : INFO : Epoch 1768 | loss: 0.0311628 | val_loss: 0.0311771 | Time: 1992.66 ms
[2022-04-09 21:42:54 main:574] : INFO : Epoch 1769 | loss: 0.0311629 | val_loss: 0.031178 | Time: 2198.17 ms
[2022-04-09 21:42:55 main:574] : INFO : Epoch 1770 | loss: 0.0311629 | val_loss: 0.0311774 | Time: 1914.52 ms
[2022-04-09 21:42:58 main:574] : INFO : Epoch 1771 | loss: 0.0311625 | val_loss: 0.0311779 | Time: 1995.37 ms
[2022-04-09 21:43:00 main:574] : INFO : Epoch 1772 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 2356.08 ms
[2022-04-09 21:43:02 main:574] : INFO : Epoch 1773 | loss: 0.0311619 | val_loss: 0.0311737 | Time: 2051.78 ms
[2022-04-09 21:43:04 main:574] : INFO : Epoch 1774 | loss: 0.0311615 | val_loss: 0.0311777 | Time: 2054.52 ms
[2022-04-09 21:43:06 main:574] : INFO : Epoch 1775 | loss: 0.0311602 | val_loss: 0.0311744 | Time: 1955.71 ms
[2022-04-09 21:43:08 main:574] : INFO : Epoch 1776 | loss: 0.0311605 | val_loss: 0.0311811 | Time: 2147.74 ms
[2022-04-09 21:43:11 main:574] : INFO : Epoch 1777 | loss: 0.0311615 | val_loss: 0.0311793 | Time: 2221.25 ms
[2022-04-09 21:43:13 main:574] : INFO : Epoch 1778 | loss: 0.0311609 | val_loss: 0.0311782 | Time: 2176.06 ms
[2022-04-09 21:43:15 main:574] : INFO : Epoch 1779 | loss: 0.0311585 | val_loss: 0.0311748 | Time: 2178.74 ms
[2022-04-09 21:43:17 main:574] : INFO : Epoch 1780 | loss: 0.0311582 | val_loss: 0.0311748 | Time: 2011.01 ms
[2022-04-09 21:43:19 main:574] : INFO : Epoch 1781 | loss: 0.0311586 | val_loss: 0.0311769 | Time: 2083.35 ms
[2022-04-09 21:43:21 main:574] : INFO : Epoch 1782 | loss: 0.0311578 | val_loss: 0.0311786 | Time: 2057.89 ms
[2022-04-09 21:43:23 main:574] : INFO : Epoch 1783 | loss: 0.0311577 | val_loss: 0.0311739 | Time: 1961.43 ms
[2022-04-09 21:43:25 main:574] : INFO : Epoch 1784 | loss: 0.0311607 | val_loss: 0.0311792 | Time: 2017.84 ms
[2022-04-09 21:43:27 main:574] : INFO : Epoch 1785 | loss: 0.0311632 | val_loss: 0.031181 | Time: 1999.7 ms
[2022-04-09 21:43:29 main:574] : INFO : Epoch 1786 | loss: 0.0311595 | val_loss: 0.0311755 | Time: 2031.2 ms
[2022-04-09 21:43:32 main:574] : INFO : Epoch 1787 | loss: 0.0311571 | val_loss: 0.031182 | Time: 2104.6 ms
[2022-04-09 21:43:34 main:574] : INFO : Epoch 1788 | loss: 0.03116 | val_loss: 0.0311748 | Time: 2007.27 ms
[2022-04-09 21:43:36 main:574] : INFO : Epoch 1789 | loss: 0.0311574 | val_loss: 0.0311748 | Time: 1958.95 ms
[2022-04-09 21:43:38 main:574] : INFO : Epoch 1790 | loss: 0.0311556 | val_loss: 0.031178 | Time: 2017.35 ms
[2022-04-09 21:43:40 main:574] : INFO : Epoch 1791 | loss: 0.0311566 | val_loss: 0.0311837 | Time: 2059.9 ms
[2022-04-09 21:43:42 main:574] : INFO : Epoch 1792 | loss: 0.0311592 | val_loss: 0.0311763 | Time: 1995.9 ms
[2022-04-09 21:43:44 main:574] : INFO : Epoch 1793 | loss: 0.0311558 | val_loss: 0.0311745 | Time: 1939.61 ms
[2022-04-09 21:43:46 main:574] : INFO : Epoch 1794 | loss: 0.0311556 | val_loss: 0.0311752 | Time: 1991.72 ms
[2022-04-09 21:43:48 main:574] : INFO : Epoch 1795 | loss: 0.031155 | val_loss: 0.031176 | Time: 2003.04 ms
[2022-04-09 21:43:50 main:574] : INFO : Epoch 1796 | loss: 0.0311562 | val_loss: 0.0311755 | Time: 2060.27 ms
[2022-04-09 21:43:52 main:574] : INFO : Epoch 1797 | loss: 0.0311563 | val_loss: 0.0311781 | Time: 2088.18 ms
[2022-04-09 21:43:54 main:574] : INFO : Epoch 1798 | loss: 0.0311589 | val_loss: 0.0311766 | Time: 1930.57 ms
[2022-04-09 21:43:56 main:574] : INFO : Epoch 1799 | loss: 0.0311586 | val_loss: 0.0311755 | Time: 1954.96 ms
[2022-04-09 21:43:58 main:574] : INFO : Epoch 1800 | loss: 0.0311579 | val_loss: 0.0311786 | Time: 2059.46 ms
[2022-04-09 21:44:00 main:574] : INFO : Epoch 1801 | loss: 0.031157 | val_loss: 0.0311759 | Time: 2101.36 ms
[2022-04-09 21:44:02 main:574] : INFO : Epoch 1802 | loss: 0.031157 | val_loss: 0.0311786 | Time: 2155.95 ms
[2022-04-09 21:44:05 main:574] : INFO : Epoch 1803 | loss: 0.0311574 | val_loss: 0.0311783 | Time: 2073.2 ms
[2022-04-09 21:44:07 main:574] : INFO : Epoch 1804 | loss: 0.0311595 | val_loss: 0.0311766 | Time: 2070.06 ms
[2022-04-09 21:44:09 main:574] : INFO : Epoch 1805 | loss: 0.031159 | val_loss: 0.0311742 | Time: 2115.84 ms
[2022-04-09 21:44:11 main:574] : INFO : Epoch 1806 | loss: 0.0311585 | val_loss: 0.0311734 | Time: 2031.6 ms
[2022-04-09 21:44:13 main:574] : INFO : Epoch 1807 | loss: 0.0311569 | val_loss: 0.0311753 | Time: 1973.4 ms
[2022-04-09 21:44:15 main:574] : INFO : Epoch 1808 | loss: 0.0311564 | val_loss: 0.0311788 | Time: 2115.49 ms
[2022-04-09 21:44:17 main:574] : INFO : Epoch 1809 | loss: 0.0311575 | val_loss: 0.0311748 | Time: 2055.41 ms
[2022-04-09 21:44:19 main:574] : INFO : Epoch 1810 | loss: 0.0311574 | val_loss: 0.0311799 | Time: 2082.88 ms
[2022-04-09 21:44:21 main:574] : INFO : Epoch 1811 | loss: 0.0311581 | val_loss: 0.0311797 | Time: 1997.43 ms
[2022-04-09 21:44:23 main:574] : INFO : Epoch 1812 | loss: 0.0311562 | val_loss: 0.0311713 | Time: 2022.22 ms
[2022-04-09 21:44:26 main:574] : INFO : Epoch 1813 | loss: 0.0311538 | val_loss: 0.0311759 | Time: 2130.64 ms
[2022-04-09 21:44:28 main:574] : INFO : Epoch 1814 | loss: 0.0311546 | val_loss: 0.0311742 | Time: 2036.88 ms
[2022-04-09 21:44:30 main:574] : INFO : Epoch 1815 | loss: 0.0311547 | val_loss: 0.0311748 | Time: 2015.54 ms
[2022-04-09 21:44:32 main:574] : INFO : Epoch 1816 | loss: 0.0311575 | val_loss: 0.0311725 | Time: 2065.55 ms
[2022-04-09 21:44:34 main:574] : INFO : Epoch 1817 | loss: 0.0311553 | val_loss: 0.031182 | Time: 1935.2 ms
[2022-04-09 21:44:36 main:574] : INFO : Epoch 1818 | loss: 0.0311556 | val_loss: 0.0311743 | Time: 2005.25 ms
[2022-04-09 21:44:38 main:574] : INFO : Epoch 1819 | loss: 0.0311559 | val_loss: 0.0311745 | Time: 2017.21 ms
[2022-04-09 21:44:40 main:574] : INFO : Epoch 1820 | loss: 0.0311545 | val_loss: 0.0311724 | Time: 2121.89 ms
[2022-04-09 21:44:42 main:574] : INFO : Epoch 1821 | loss: 0.031153 | val_loss: 0.0311763 | Time: 1981.95 ms
[2022-04-09 21:44:44 main:574] : INFO : Epoch 1822 | loss: 0.031155 | val_loss: 0.0311757 | Time: 1949.87 ms
[2022-04-09 21:44:46 main:574] : INFO : Epoch 1823 | loss: 0.0311542 | val_loss: 0.0311754 | Time: 2058.47 ms
[2022-04-09 21:44:48 main:574] : INFO : Epoch 1824 | loss: 0.0311561 | val_loss: 0.0311783 | Time: 2013.94 ms
[2022-04-09 21:44:50 main:574] : INFO : Epoch 1825 | loss: 0.0311566 | val_loss: 0.0311769 | Time: 2011.76 ms
[2022-04-09 21:44:52 main:574] : INFO : Epoch 1826 | loss: 0.0311557 | val_loss: 0.031174 | Time: 2056.29 ms
[2022-04-09 21:44:54 main:574] : INFO : Epoch 1827 | loss: 0.0311585 | val_loss: 0.0311763 | Time: 1954.61 ms
[2022-04-09 21:44:56 main:574] : INFO : Epoch 1828 | loss: 0.0311562 | val_loss: 0.0311735 | Time: 2116.52 ms
[2022-04-09 21:44:59 main:574] : INFO : Epoch 1829 | loss: 0.0311541 | val_loss: 0.0311747 | Time: 1996.02 ms
[2022-04-09 21:45:01 main:574] : INFO : Epoch 1830 | loss: 0.0311544 | val_loss: 0.0311709 | Time: 2088.54 ms
[2022-04-09 21:45:03 main:574] : INFO : Epoch 1831 | loss: 0.0311541 | val_loss: 0.0311736 | Time: 2041.5 ms
[2022-04-09 21:45:05 main:574] : INFO : Epoch 1832 | loss: 0.031153 | val_loss: 0.0311735 | Time: 1965.15 ms
[2022-04-09 21:45:07 main:574] : INFO : Epoch 1833 | loss: 0.0311539 | val_loss: 0.0311714 | Time: 1988.31 ms
[2022-04-09 21:45:09 main:574] : INFO : Epoch 1834 | loss: 0.0311541 | val_loss: 0.0311707 | Time: 2122.01 ms
[2022-04-09 21:45:11 main:574] : INFO : Epoch 1835 | loss: 0.0311554 | val_loss: 0.0311765 | Time: 2162.32 ms
[2022-04-09 21:45:13 main:574] : INFO : Epoch 1836 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 2122.71 ms
[2022-04-09 21:45:15 main:574] : INFO : Epoch 1837 | loss: 0.0311542 | val_loss: 0.0311697 | Time: 2014.26 ms
[2022-04-09 21:45:17 main:574] : INFO : Epoch 1838 | loss: 0.031152 | val_loss: 0.0311784 | Time: 2001.82 ms
[2022-04-09 21:45:19 main:574] : INFO : Epoch 1839 | loss: 0.0311555 | val_loss: 0.0311749 | Time: 2063.1 ms
[2022-04-09 21:45:22 main:574] : INFO : Epoch 1840 | loss: 0.0311544 | val_loss: 0.0311749 | Time: 2264.69 ms
[2022-04-09 21:45:24 main:574] : INFO : Epoch 1841 | loss: 0.0311526 | val_loss: 0.0311717 | Time: 2282.77 ms
[2022-04-09 21:45:27 main:574] : INFO : Epoch 1842 | loss: 0.0311521 | val_loss: 0.0311733 | Time: 2407.99 ms
[2022-04-09 21:45:29 main:574] : INFO : Epoch 1843 | loss: 0.0311524 | val_loss: 0.0311718 | Time: 2166.27 ms
[2022-04-09 21:45:31 main:574] : INFO : Epoch 1844 | loss: 0.0311563 | val_loss: 0.0311751 | Time: 2073.58 ms
[2022-04-09 21:45:33 main:574] : INFO : Epoch 1845 | loss: 0.0311559 | val_loss: 0.0311739 | Time: 2074.7 ms
[2022-04-09 21:45:35 main:574] : INFO : Epoch 1846 | loss: 0.0311538 | val_loss: 0.0311727 | Time: 2006.92 ms
[2022-04-09 21:45:37 main:574] : INFO : Epoch 1847 | loss: 0.0311517 | val_loss: 0.0311729 | Time: 2086.94 ms
[2022-04-09 21:45:39 main:574] : INFO : Epoch 1848 | loss: 0.0311499 | val_loss: 0.0311707 | Time: 2017.74 ms
[2022-04-09 21:45:41 main:574] : INFO : Epoch 1849 | loss: 0.0311559 | val_loss: 0.0311841 | Time: 2090.2 ms
[2022-04-09 21:45:43 main:574] : INFO : Epoch 1850 | loss: 0.0311538 | val_loss: 0.0311722 | Time: 2051.56 ms
[2022-04-09 21:45:46 main:574] : INFO : Epoch 1851 | loss: 0.0311522 | val_loss: 0.0311714 | Time: 2091.55 ms
[2022-04-09 21:45:48 main:574] : INFO : Epoch 1852 | loss: 0.0311521 | val_loss: 0.0311745 | Time: 1934.51 ms
[2022-04-09 21:45:50 main:574] : INFO : Epoch 1853 | loss: 0.0311517 | val_loss: 0.0311724 | Time: 1961.91 ms
[2022-04-09 21:45:52 main:574] : INFO : Epoch 1854 | loss: 0.0311514 | val_loss: 0.0311718 | Time: 2332.58 ms
[2022-04-09 21:45:54 main:574] : INFO : Epoch 1855 | loss: 0.0311571 | val_loss: 0.0311714 | Time: 2006.05 ms
[2022-04-09 21:45:56 main:574] : INFO : Epoch 1856 | loss: 0.031161 | val_loss: 0.0311972 | Time: 1998.31 ms
[2022-04-09 21:45:58 main:574] : INFO : Epoch 1857 | loss: 0.0311586 | val_loss: 0.0311719 | Time: 1994.24 ms
[2022-04-09 21:46:00 main:574] : INFO : Epoch 1858 | loss: 0.0311527 | val_loss: 0.0311726 | Time: 2037.9 ms
[2022-04-09 21:46:02 main:574] : INFO : Epoch 1859 | loss: 0.0311534 | val_loss: 0.0311712 | Time: 2114.58 ms
[2022-04-09 21:46:05 main:574] : INFO : Epoch 1860 | loss: 0.031153 | val_loss: 0.0311731 | Time: 2218.46 ms
[2022-04-09 21:46:07 main:574] : INFO : Epoch 1861 | loss: 0.0311548 | val_loss: 0.0311718 | Time: 2292.93 ms
[2022-04-09 21:46:09 main:574] : INFO : Epoch 1862 | loss: 0.031154 | val_loss: 0.0311768 | Time: 2078.1 ms
[2022-04-09 21:46:11 main:574] : INFO : Epoch 1863 | loss: 0.0311541 | val_loss: 0.0311747 | Time: 2002.92 ms
[2022-04-09 21:46:13 main:574] : INFO : Epoch 1864 | loss: 0.0311563 | val_loss: 0.0311724 | Time: 2149.51 ms
[2022-04-09 21:46:15 main:574] : INFO : Epoch 1865 | loss: 0.0311564 | val_loss: 0.0311751 | Time: 2062.64 ms
[2022-04-09 21:46:18 main:574] : INFO : Epoch 1866 | loss: 0.0311592 | val_loss: 0.0311756 | Time: 2013.75 ms
[2022-04-09 21:46:20 main:574] : INFO : Epoch 1867 | loss: 0.0311607 | val_loss: 0.0311792 | Time: 1965.49 ms
[2022-04-09 21:46:22 main:574] : INFO : Epoch 1868 | loss: 0.0311559 | val_loss: 0.0311706 | Time: 2093.22 ms
[2022-04-09 21:46:24 main:574] : INFO : Epoch 1869 | loss: 0.0311548 | val_loss: 0.0311768 | Time: 2082.43 ms
[2022-04-09 21:46:26 main:574] : INFO : Epoch 1870 | loss: 0.0311573 | val_loss: 0.0311724 | Time: 1995.55 ms
[2022-04-09 21:46:28 main:574] : INFO : Epoch 1871 | loss: 0.0311549 | val_loss: 0.0311704 | Time: 2019.71 ms
[2022-04-09 21:46:30 main:574] : INFO : Epoch 1872 | loss: 0.0311543 | val_loss: 0.0311708 | Time: 2017.51 ms
[2022-04-09 21:46:32 main:574] : INFO : Epoch 1873 | loss: 0.0311522 | val_loss: 0.0311813 | Time: 2138.61 ms
[2022-04-09 21:46:34 main:574] : INFO : Epoch 1874 | loss: 0.0311532 | val_loss: 0.0311723 | Time: 1971.26 ms
[2022-04-09 21:46:36 main:574] : INFO : Epoch 1875 | loss: 0.0311501 | val_loss: 0.0311725 | Time: 1998.29 ms
[2022-04-09 21:46:38 main:574] : INFO : Epoch 1876 | loss: 0.0311515 | val_loss: 0.0311709 | Time: 1944.15 ms
[2022-04-09 21:46:40 main:574] : INFO : Epoch 1877 | loss: 0.0311516 | val_loss: 0.0311697 | Time: 1979.98 ms
[2022-04-09 21:46:42 main:574] : INFO : Epoch 1878 | loss: 0.0311504 | val_loss: 0.0311732 | Time: 2045.16 ms
[2022-04-09 21:46:45 main:574] : INFO : Epoch 1879 | loss: 0.0311532 | val_loss: 0.0311719 | Time: 2098.32 ms
[2022-04-09 21:46:47 main:574] : INFO : Epoch 1880 | loss: 0.0311552 | val_loss: 0.0311734 | Time: 1963.37 ms
[2022-04-09 21:46:49 main:574] : INFO : Epoch 1881 | loss: 0.0311544 | val_loss: 0.0311692 | Time: 1933.93 ms
[2022-04-09 21:46:51 main:574] : INFO : Epoch 1882 | loss: 0.0311516 | val_loss: 0.0311734 | Time: 2006.28 ms
[2022-04-09 21:46:53 main:574] : INFO : Epoch 1883 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 2011.86 ms
[2022-04-09 21:46:55 main:574] : INFO : Epoch 1884 | loss: 0.0311494 | val_loss: 0.0311721 | Time: 1991.66 ms
[2022-04-09 21:46:57 main:574] : INFO : Epoch 1885 | loss: 0.0311517 | val_loss: 0.0311699 | Time: 2131.72 ms
[2022-04-09 21:46:59 main:574] : INFO : Epoch 1886 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 1983.4 ms
[2022-04-09 21:47:01 main:574] : INFO : Epoch 1887 | loss: 0.0311516 | val_loss: 0.0311703 | Time: 2309.35 ms
[2022-04-09 21:47:03 main:574] : INFO : Epoch 1888 | loss: 0.0311514 | val_loss: 0.0311711 | Time: 2007.94 ms
[2022-04-09 21:47:05 main:574] : INFO : Epoch 1889 | loss: 0.0311545 | val_loss: 0.0311815 | Time: 2038.3 ms
[2022-04-09 21:47:08 main:574] : INFO : Epoch 1890 | loss: 0.0311534 | val_loss: 0.0311736 | Time: 2162.35 ms
[2022-04-09 21:47:10 main:574] : INFO : Epoch 1891 | loss: 0.0311516 | val_loss: 0.0311759 | Time: 2172.91 ms
[2022-04-09 21:47:12 main:574] : INFO : Epoch 1892 | loss: 0.0311551 | val_loss: 0.0311733 | Time: 2122.65 ms
[2022-04-09 21:47:14 main:574] : INFO : Epoch 1893 | loss: 0.0311532 | val_loss: 0.0311717 | Time: 2086.08 ms
[2022-04-09 21:47:16 main:574] : INFO : Epoch 1894 | loss: 0.0311515 | val_loss: 0.0311722 | Time: 2265.58 ms
[2022-04-09 21:47:19 main:574] : INFO : Epoch 1895 | loss: 0.0311495 | val_loss: 0.0311677 | Time: 2512.48 ms
[2022-04-09 21:47:21 main:574] : INFO : Epoch 1896 | loss: 0.0311503 | val_loss: 0.0311725 | Time: 2233.25 ms
[2022-04-09 21:47:24 main:574] : INFO : Epoch 1897 | loss: 0.0311503 | val_loss: 0.0311798 | Time: 2557.7 ms
[2022-04-09 21:47:26 main:574] : INFO : Epoch 1898 | loss: 0.0311532 | val_loss: 0.0311693 | Time: 2068.25 ms
[2022-04-09 21:47:29 main:574] : INFO : Epoch 1899 | loss: 0.03115 | val_loss: 0.0311684 | Time: 2521.4 ms
[2022-04-09 21:47:31 main:574] : INFO : Epoch 1900 | loss: 0.0311493 | val_loss: 0.0311712 | Time: 2103 ms
[2022-04-09 21:47:33 main:574] : INFO : Epoch 1901 | loss: 0.0311527 | val_loss: 0.0311798 | Time: 2093.59 ms
[2022-04-09 21:47:35 main:574] : INFO : Epoch 1902 | loss: 0.0311529 | val_loss: 0.0311731 | Time: 2028.28 ms
[2022-04-09 21:47:37 main:574] : INFO : Epoch 1903 | loss: 0.0311625 | val_loss: 0.0311731 | Time: 2373.72 ms
[2022-04-09 21:47:40 main:574] : INFO : Epoch 1904 | loss: 0.0311641 | val_loss: 0.0311764 | Time: 2165.01 ms
[2022-04-09 21:47:42 main:574] : INFO : Epoch 1905 | loss: 0.0311653 | val_loss: 0.031175 | Time: 1995.26 ms
[2022-04-09 21:47:44 main:574] : INFO : Epoch 1906 | loss: 0.0311632 | val_loss: 0.0311769 | Time: 1995.54 ms
[2022-04-09 21:47:46 main:574] : INFO : Epoch 1907 | loss: 0.0311604 | val_loss: 0.031173 | Time: 2217.04 ms
[2022-04-09 21:47:48 main:574] : INFO : Epoch 1908 | loss: 0.0311603 | val_loss: 0.0311748 | Time: 2128.46 ms
[2022-04-09 21:47:50 main:574] : INFO : Epoch 1909 | loss: 0.0311597 | val_loss: 0.0311755 | Time: 1959.2 ms
[2022-04-09 21:47:53 main:574] : INFO : Epoch 1910 | loss: 0.0311601 | val_loss: 0.0311701 | Time: 2128.94 ms
[2022-04-09 21:47:55 main:574] : INFO : Epoch 1911 | loss: 0.0311632 | val_loss: 0.0311798 | Time: 2058.62 ms
[2022-04-09 21:47:57 main:574] : INFO : Epoch 1912 | loss: 0.0311653 | val_loss: 0.0311749 | Time: 1999.95 ms
[2022-04-09 21:47:59 main:574] : INFO : Epoch 1913 | loss: 0.0311626 | val_loss: 0.0311857 | Time: 2024.32 ms
[2022-04-09 21:48:02 main:574] : INFO : Epoch 1914 | loss: 0.0311595 | val_loss: 0.0311728 | Time: 2076.96 ms
[2022-04-09 21:48:04 main:574] : INFO : Epoch 1915 | loss: 0.0311577 | val_loss: 0.0311743 | Time: 2069.49 ms
[2022-04-09 21:48:06 main:574] : INFO : Epoch 1916 | loss: 0.0311562 | val_loss: 0.0311711 | Time: 2029.58 ms
[2022-04-09 21:48:09 main:574] : INFO : Epoch 1917 | loss: 0.031157 | val_loss: 0.0311712 | Time: 2071.53 ms
[2022-04-09 21:48:11 main:574] : INFO : Epoch 1918 | loss: 0.0311562 | val_loss: 0.0311714 | Time: 1842.88 ms
[2022-04-09 21:48:13 main:574] : INFO : Epoch 1919 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 1841.54 ms
[2022-04-09 21:48:15 main:574] : INFO : Epoch 1920 | loss: 0.031158 | val_loss: 0.0311715 | Time: 1916.76 ms
[2022-04-09 21:48:17 main:574] : INFO : Epoch 1921 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 1822.66 ms
[2022-04-09 21:48:19 main:574] : INFO : Epoch 1922 | loss: 0.0311571 | val_loss: 0.0311726 | Time: 2103.25 ms
[2022-04-09 21:48:21 main:574] : INFO : Epoch 1923 | loss: 0.0311557 | val_loss: 0.0311758 | Time: 1816.04 ms
[2022-04-09 21:48:23 main:574] : INFO : Epoch 1924 | loss: 0.031156 | val_loss: 0.0311736 | Time: 1879.11 ms
[2022-04-09 21:48:25 main:574] : INFO : Epoch 1925 | loss: 0.0311564 | val_loss: 0.0311702 | Time: 1930.17 ms
[2022-04-09 21:48:27 main:574] : INFO : Epoch 1926 | loss: 0.0311547 | val_loss: 0.0311728 | Time: 1900.47 ms
[2022-04-09 21:48:29 main:574] : INFO : Epoch 1927 | loss: 0.0311538 | val_loss: 0.0311683 | Time: 2018.35 ms
[2022-04-09 21:48:31 main:574] : INFO : Epoch 1928 | loss: 0.0311531 | val_loss: 0.0311702 | Time: 2051.71 ms
[2022-04-09 21:48:33 main:574] : INFO : Epoch 1929 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 2024.02 ms
[2022-04-09 21:48:35 main:574] : INFO : Epoch 1930 | loss: 0.0311542 | val_loss: 0.0311683 | Time: 2170.4 ms
[2022-04-09 21:48:37 main:574] : INFO : Epoch 1931 | loss: 0.0311549 | val_loss: 0.0311705 | Time: 1978.61 ms
[2022-04-09 21:48:40 main:574] : INFO : Epoch 1932 | loss: 0.0311537 | val_loss: 0.031172 | Time: 1883.73 ms
[2022-04-09 21:48:43 main:574] : INFO : Epoch 1933 | loss: 0.031153 | val_loss: 0.0311689 | Time: 1996.25 ms
[2022-04-09 21:48:45 main:574] : INFO : Epoch 1934 | loss: 0.0311541 | val_loss: 0.0311715 | Time: 1976.73 ms
[2022-04-09 21:48:47 main:574] : INFO : Epoch 1935 | loss: 0.0311563 | val_loss: 0.0311714 | Time: 1901.09 ms
[2022-04-09 21:48:50 main:574] : INFO : Epoch 1936 | loss: 0.0311527 | val_loss: 0.0311695 | Time: 2058.5 ms
[2022-04-09 21:48:52 main:574] : INFO : Epoch 1937 | loss: 0.0311508 | val_loss: 0.0311719 | Time: 1996.93 ms
[2022-04-09 21:48:55 main:574] : INFO : Epoch 1938 | loss: 0.0311508 | val_loss: 0.0311692 | Time: 1890.4 ms
[2022-04-09 21:48:58 main:574] : INFO : Epoch 1939 | loss: 0.0311515 | val_loss: 0.0311718 | Time: 1932.01 ms
[2022-04-09 21:49:00 main:574] : INFO : Epoch 1940 | loss: 0.0311559 | val_loss: 0.0311685 | Time: 1896.17 ms
[2022-04-09 21:49:02 main:574] : INFO : Epoch 1941 | loss: 0.0311543 | val_loss: 0.0311662 | Time: 2020.08 ms
[2022-04-09 21:49:05 main:574] : INFO : Epoch 1942 | loss: 0.031158 | val_loss: 0.0311721 | Time: 1914.32 ms
[2022-04-09 21:49:07 main:574] : INFO : Epoch 1943 | loss: 0.031152 | val_loss: 0.0311714 | Time: 1954.06 ms
[2022-04-09 21:49:10 main:574] : INFO : Epoch 1944 | loss: 0.0311497 | val_loss: 0.0311696 | Time: 1949.7 ms
[2022-04-09 21:49:13 main:574] : INFO : Epoch 1945 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 1953.37 ms
[2022-04-09 21:49:15 main:574] : INFO : Epoch 1946 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 1932.12 ms
[2022-04-09 21:49:18 main:574] : INFO : Epoch 1947 | loss: 0.0311506 | val_loss: 0.0311687 | Time: 1885.44 ms
[2022-04-09 21:49:20 main:574] : INFO : Epoch 1948 | loss: 0.0311502 | val_loss: 0.031174 | Time: 1870.09 ms
[2022-04-09 21:49:23 main:574] : INFO : Epoch 1949 | loss: 0.0311514 | val_loss: 0.031169 | Time: 2080.88 ms
[2022-04-09 21:49:25 main:574] : INFO : Epoch 1950 | loss: 0.0311547 | val_loss: 0.0311697 | Time: 1908.29 ms
[2022-04-09 21:49:28 main:574] : INFO : Epoch 1951 | loss: 0.0311567 | val_loss: 0.0311682 | Time: 1951.49 ms
[2022-04-09 21:49:31 main:574] : INFO : Epoch 1952 | loss: 0.0311539 | val_loss: 0.03117 | Time: 1937.64 ms
[2022-04-09 21:49:33 main:574] : INFO : Epoch 1953 | loss: 0.031151 | val_loss: 0.0311682 | Time: 1955.52 ms
[2022-04-09 21:49:35 main:574] : INFO : Epoch 1954 | loss: 0.0311509 | val_loss: 0.0311705 | Time: 1956.46 ms
[2022-04-09 21:49:38 main:574] : INFO : Epoch 1955 | loss: 0.0311515 | val_loss: 0.0311765 | Time: 2221.99 ms
[2022-04-09 21:49:40 main:574] : INFO : Epoch 1956 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 1858.37 ms
[2022-04-09 21:49:43 main:574] : INFO : Epoch 1957 | loss: 0.0311546 | val_loss: 0.0311711 | Time: 2043.26 ms
[2022-04-09 21:49:45 main:574] : INFO : Epoch 1958 | loss: 0.0311507 | val_loss: 0.0311697 | Time: 2018.11 ms
[2022-04-09 21:49:48 main:574] : INFO : Epoch 1959 | loss: 0.0311498 | val_loss: 0.0311691 | Time: 1942.31 ms
[2022-04-09 21:49:50 main:574] : INFO : Epoch 1960 | loss: 0.0311527 | val_loss: 0.031169 | Time: 1953.55 ms
[2022-04-09 21:49:52 main:574] : INFO : Epoch 1961 | loss: 0.0311521 | val_loss: 0.0311687 | Time: 1960.44 ms
[2022-04-09 21:49:55 main:574] : INFO : Epoch 1962 | loss: 0.0311529 | val_loss: 0.0311776 | Time: 2051.93 ms
[2022-04-09 21:49:57 main:574] : INFO : Epoch 1963 | loss: 0.0311553 | val_loss: 0.0311696 | Time: 2067.89 ms
[2022-04-09 21:49:59 main:574] : INFO : Epoch 1964 | loss: 0.0311529 | val_loss: 0.0311757 | Time: 1937.13 ms
[2022-04-09 21:50:01 main:574] : INFO : Epoch 1965 | loss: 0.031152 | val_loss: 0.0311697 | Time: 2088.82 ms
[2022-04-09 21:50:03 main:574] : INFO : Epoch 1966 | loss: 0.0311534 | val_loss: 0.0311774 | Time: 1973.86 ms
[2022-04-09 21:50:05 main:574] : INFO : Epoch 1967 | loss: 0.0311538 | val_loss: 0.0311737 | Time: 2038.71 ms
[2022-04-09 21:50:07 main:574] : INFO : Epoch 1968 | loss: 0.0311515 | val_loss: 0.0311734 | Time: 1858.65 ms
[2022-04-09 21:50:09 main:574] : INFO : Epoch 1969 | loss: 0.0311646 | val_loss: 0.0311768 | Time: 1860.78 ms
[2022-04-09 21:50:11 main:574] : INFO : Epoch 1970 | loss: 0.031169 | val_loss: 0.0311676 | Time: 1775.32 ms
[2022-04-09 21:50:13 main:574] : INFO : Epoch 1971 | loss: 0.0311655 | val_loss: 0.0311639 | Time: 1835.14 ms
[2022-04-09 21:50:14 main:574] : INFO : Epoch 1972 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 1818.46 ms
[2022-04-09 21:50:16 main:574] : INFO : Epoch 1973 | loss: 0.0311665 | val_loss: 0.0311696 | Time: 1821.56 ms
[2022-04-09 21:50:18 main:574] : INFO : Epoch 1974 | loss: 0.0311651 | val_loss: 0.0311688 | Time: 1834.72 ms
[2022-04-09 21:50:20 main:574] : INFO : Epoch 1975 | loss: 0.031164 | val_loss: 0.0311675 | Time: 1803.03 ms
[2022-04-09 21:50:22 main:574] : INFO : Epoch 1976 | loss: 0.0311613 | val_loss: 0.0311674 | Time: 1741.43 ms
[2022-04-09 21:50:24 main:574] : INFO : Epoch 1977 | loss: 0.0311596 | val_loss: 0.0311647 | Time: 1924.08 ms
[2022-04-09 21:50:26 main:574] : INFO : Epoch 1978 | loss: 0.0311575 | val_loss: 0.0311643 | Time: 1956.98 ms
[2022-04-09 21:50:28 main:574] : INFO : Epoch 1979 | loss: 0.0311567 | val_loss: 0.0311667 | Time: 2072.41 ms
[2022-04-09 21:50:30 main:574] : INFO : Epoch 1980 | loss: 0.03116 | val_loss: 0.0311733 | Time: 2040.34 ms
[2022-04-09 21:50:32 main:574] : INFO : Epoch 1981 | loss: 0.0311631 | val_loss: 0.0311641 | Time: 2267.68 ms
[2022-04-09 21:50:34 main:574] : INFO : Epoch 1982 | loss: 0.0311596 | val_loss: 0.0311665 | Time: 1820.41 ms
[2022-04-09 21:50:36 main:574] : INFO : Epoch 1983 | loss: 0.0311597 | val_loss: 0.031164 | Time: 1786.38 ms
[2022-04-09 21:50:38 main:574] : INFO : Epoch 1984 | loss: 0.0311598 | val_loss: 0.0311621 | Time: 1836.01 ms
[2022-04-09 21:50:40 main:574] : INFO : Epoch 1985 | loss: 0.0311569 | val_loss: 0.0311603 | Time: 1892.81 ms
[2022-04-09 21:50:42 main:574] : INFO : Epoch 1986 | loss: 0.0311565 | val_loss: 0.0311631 | Time: 1785.73 ms
[2022-04-09 21:50:44 main:574] : INFO : Epoch 1987 | loss: 0.0311561 | val_loss: 0.0311607 | Time: 1907.9 ms
[2022-04-09 21:50:46 main:574] : INFO : Epoch 1988 | loss: 0.031156 | val_loss: 0.0311614 | Time: 1884.41 ms
[2022-04-09 21:50:48 main:574] : INFO : Epoch 1989 | loss: 0.0311537 | val_loss: 0.0311605 | Time: 1848.6 ms
[2022-04-09 21:50:49 main:574] : INFO : Epoch 1990 | loss: 0.031153 | val_loss: 0.0311616 | Time: 1787.07 ms
[2022-04-09 21:50:51 main:574] : INFO : Epoch 1991 | loss: 0.0311546 | val_loss: 0.0311634 | Time: 1860.03 ms
[2022-04-09 21:50:53 main:574] : INFO : Epoch 1992 | loss: 0.0311562 | val_loss: 0.0311701 | Time: 1816.84 ms
[2022-04-09 21:50:55 main:574] : INFO : Epoch 1993 | loss: 0.031155 | val_loss: 0.0311599 | Time: 1871.41 ms
[2022-04-09 21:50:57 main:574] : INFO : Epoch 1994 | loss: 0.0311558 | val_loss: 0.031161 | Time: 1829.45 ms
[2022-04-09 21:50:59 main:574] : INFO : Epoch 1995 | loss: 0.0311527 | val_loss: 0.0311604 | Time: 1769.73 ms
[2022-04-09 21:51:01 main:574] : INFO : Epoch 1996 | loss: 0.0311528 | val_loss: 0.0311638 | Time: 1824.06 ms
[2022-04-09 21:51:03 main:574] : INFO : Epoch 1997 | loss: 0.0311578 | val_loss: 0.031161 | Time: 1835.69 ms
[2022-04-09 21:51:04 main:574] : INFO : Epoch 1998 | loss: 0.0311545 | val_loss: 0.0311587 | Time: 1787.6 ms
[2022-04-09 21:51:06 main:574] : INFO : Epoch 1999 | loss: 0.0311507 | val_loss: 0.0311579 | Time: 1859.04 ms
[2022-04-09 21:51:08 main:574] : INFO : Epoch 2000 | loss: 0.0311522 | val_loss: 0.0311581 | Time: 2021.64 ms
[2022-04-09 21:51:10 main:574] : INFO : Epoch 2001 | loss: 0.0311498 | val_loss: 0.0311596 | Time: 1923.46 ms
[2022-04-09 21:51:12 main:574] : INFO : Epoch 2002 | loss: 0.0311498 | val_loss: 0.0311575 | Time: 2066.88 ms
[2022-04-09 21:51:15 main:574] : INFO : Epoch 2003 | loss: 0.0311505 | val_loss: 0.0311604 | Time: 2059.54 ms
[2022-04-09 21:51:17 main:574] : INFO : Epoch 2004 | loss: 0.0311517 | val_loss: 0.0311603 | Time: 2031.24 ms
[2022-04-09 21:51:19 main:574] : INFO : Epoch 2005 | loss: 0.0311507 | val_loss: 0.0311601 | Time: 2006.33 ms
[2022-04-09 21:51:21 main:574] : INFO : Epoch 2006 | loss: 0.03115 | val_loss: 0.0311596 | Time: 1983.83 ms
[2022-04-09 21:51:23 main:574] : INFO : Epoch 2007 | loss: 0.0311489 | val_loss: 0.0311594 | Time: 1934.9 ms
[2022-04-09 21:51:25 main:574] : INFO : Epoch 2008 | loss: 0.0311495 | val_loss: 0.0311648 | Time: 1980.36 ms
[2022-04-09 21:51:27 main:574] : INFO : Epoch 2009 | loss: 0.031152 | val_loss: 0.0311605 | Time: 2135.81 ms
[2022-04-09 21:51:29 main:574] : INFO : Epoch 2010 | loss: 0.0311486 | val_loss: 0.0311603 | Time: 1949.23 ms
[2022-04-09 21:51:31 main:574] : INFO : Epoch 2011 | loss: 0.031148 | val_loss: 0.0311633 | Time: 1975.53 ms
[2022-04-09 21:51:33 main:574] : INFO : Epoch 2012 | loss: 0.0311503 | val_loss: 0.0311644 | Time: 2061.57 ms
[2022-04-09 21:51:35 main:574] : INFO : Epoch 2013 | loss: 0.0311489 | val_loss: 0.0311622 | Time: 1957.96 ms
[2022-04-09 21:51:37 main:574] : INFO : Epoch 2014 | loss: 0.0311502 | val_loss: 0.0311599 | Time: 2040.77 ms
[2022-04-09 21:51:39 main:574] : INFO : Epoch 2015 | loss: 0.0311492 | val_loss: 0.0311672 | Time: 2006.44 ms
[2022-04-09 21:51:41 main:574] : INFO : Epoch 2016 | loss: 0.0311481 | val_loss: 0.0311628 | Time: 1950.43 ms
[2022-04-09 21:51:43 main:574] : INFO : Epoch 2017 | loss: 0.0311482 | val_loss: 0.0311613 | Time: 2073.99 ms
[2022-04-09 21:51:45 main:574] : INFO : Epoch 2018 | loss: 0.0311473 | val_loss: 0.0311606 | Time: 1993.8 ms
[2022-04-09 21:51:48 main:574] : INFO : Epoch 2019 | loss: 0.0311477 | val_loss: 0.0311596 | Time: 2011.65 ms
[2022-04-09 21:51:50 main:574] : INFO : Epoch 2020 | loss: 0.0311473 | val_loss: 0.0311621 | Time: 1979.97 ms
[2022-04-09 21:51:52 main:574] : INFO : Epoch 2021 | loss: 0.0311474 | val_loss: 0.0311617 | Time: 2104.15 ms
[2022-04-09 21:51:54 main:574] : INFO : Epoch 2022 | loss: 0.0311463 | val_loss: 0.0311604 | Time: 2074.42 ms
[2022-04-09 21:51:56 main:574] : INFO : Epoch 2023 | loss: 0.0311462 | val_loss: 0.0311616 | Time: 1974.55 ms
[2022-04-09 21:51:58 main:574] : INFO : Epoch 2024 | loss: 0.0311475 | val_loss: 0.031162 | Time: 2386.41 ms
[2022-04-09 21:52:00 main:574] : INFO : Epoch 2025 | loss: 0.0311467 | val_loss: 0.0311633 | Time: 1942.91 ms
[2022-04-09 21:52:02 main:574] : INFO : Epoch 2026 | loss: 0.0311488 | val_loss: 0.031164 | Time: 2045.63 ms
[2022-04-09 21:52:04 main:574] : INFO : Epoch 2027 | loss: 0.0311469 | val_loss: 0.0311636 | Time: 2067.23 ms
[2022-04-09 21:52:07 main:574] : INFO : Epoch 2028 | loss: 0.0311462 | val_loss: 0.0311627 | Time: 2042.69 ms
[2022-04-09 21:52:09 main:574] : INFO : Epoch 2029 | loss: 0.0311463 | val_loss: 0.0311618 | Time: 2000.11 ms
[2022-04-09 21:52:11 main:574] : INFO : Epoch 2030 | loss: 0.0311454 | val_loss: 0.0311649 | Time: 2005.78 ms
[2022-04-09 21:52:13 main:574] : INFO : Epoch 2031 | loss: 0.0311468 | val_loss: 0.0311605 | Time: 2089.57 ms
[2022-04-09 21:52:15 main:574] : INFO : Epoch 2032 | loss: 0.0311485 | val_loss: 0.03116 | Time: 1904.82 ms
[2022-04-09 21:52:17 main:574] : INFO : Epoch 2033 | loss: 0.0311474 | val_loss: 0.0311615 | Time: 2093.6 ms
[2022-04-09 21:52:19 main:574] : INFO : Epoch 2034 | loss: 0.0311464 | val_loss: 0.0311666 | Time: 1949.1 ms
[2022-04-09 21:52:21 main:574] : INFO : Epoch 2035 | loss: 0.0311504 | val_loss: 0.0311624 | Time: 1976.95 ms
[2022-04-09 21:52:23 main:574] : INFO : Epoch 2036 | loss: 0.0311534 | val_loss: 0.0311614 | Time: 2002.26 ms
[2022-04-09 21:52:25 main:574] : INFO : Epoch 2037 | loss: 0.0311469 | val_loss: 0.0311608 | Time: 1930.4 ms
[2022-04-09 21:52:27 main:574] : INFO : Epoch 2038 | loss: 0.0311459 | val_loss: 0.0311606 | Time: 2035.26 ms
[2022-04-09 21:52:29 main:574] : INFO : Epoch 2039 | loss: 0.0311484 | val_loss: 0.0311606 | Time: 2009.55 ms
[2022-04-09 21:52:31 main:574] : INFO : Epoch 2040 | loss: 0.0311468 | val_loss: 0.0311629 | Time: 2038.5 ms
[2022-04-09 21:52:33 main:574] : INFO : Epoch 2041 | loss: 0.0311466 | val_loss: 0.0311602 | Time: 1987.13 ms
[2022-04-09 21:52:35 main:574] : INFO : Epoch 2042 | loss: 0.0311449 | val_loss: 0.031161 | Time: 1909.69 ms
[2022-04-09 21:52:37 main:574] : INFO : Epoch 2043 | loss: 0.031144 | val_loss: 0.0311582 | Time: 2131.58 ms
[2022-04-09 21:52:39 main:574] : INFO : Epoch 2044 | loss: 0.0311453 | val_loss: 0.0311615 | Time: 1997.63 ms
[2022-04-09 21:52:41 main:574] : INFO : Epoch 2045 | loss: 0.0311484 | val_loss: 0.0311638 | Time: 1965.21 ms
[2022-04-09 21:52:43 main:574] : INFO : Epoch 2046 | loss: 0.0311503 | val_loss: 0.0311654 | Time: 2022.69 ms
[2022-04-09 21:52:45 main:574] : INFO : Epoch 2047 | loss: 0.0311486 | val_loss: 0.0311607 | Time: 2008.38 ms
[2022-04-09 21:52:48 main:574] : INFO : Epoch 2048 | loss: 0.0311462 | val_loss: 0.0311575 | Time: 2121.53 ms
[2022-04-09 21:52:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311575
[2022-04-09 21:52:48 main:603] : INFO : Saving end state to config to file
[2022-04-09 21:52:48 main:608] : INFO : Success, exiting..
21:52:48 (23864): 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)