Task 13730155
| Name | ParityModified-1645996948-1103-3-0_0 |
| Workunit | 10818651 |
| Created | 25 Mar 2022, 0:07:13 UTC |
| Sent | 1 Apr 2022, 9:35:58 UTC |
| Report deadline | 9 Apr 2022, 9:35:58 UTC |
| Received | 3 Jun 2022, 18:39:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13205 |
| Run time | 1 hours 52 min 46 sec |
| CPU time | 1 hours 52 min 17 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 17,053.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.80 GB |
| Peak swap size | 4.78 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1542 | loss: 0.0310856 | val_loss: 0.031119 | Time: 1723.49 ms [2022-06-03 20:24:10 main:574] : INFO : Epoch 1543 | loss: 0.0310875 | val_loss: 0.0311168 | Time: 1913.14 ms [2022-06-03 20:24:12 main:574] : INFO : Epoch 1544 | loss: 0.0310875 | val_loss: 0.0311315 | Time: 1843.04 ms [2022-06-03 20:24:13 main:574] : INFO : Epoch 1545 | loss: 0.0310812 | val_loss: 0.0311172 | Time: 1678.71 ms [2022-06-03 20:24:15 main:574] : INFO : Epoch 1546 | loss: 0.0310785 | val_loss: 0.0311186 | Time: 1824.65 ms [2022-06-03 20:24:17 main:574] : INFO : Epoch 1547 | loss: 0.031086 | val_loss: 0.0311192 | Time: 1934.75 ms [2022-06-03 20:24:19 main:574] : INFO : Epoch 1548 | loss: 0.0310835 | val_loss: 0.0311201 | Time: 1742.45 ms [2022-06-03 20:24:21 main:574] : INFO : Epoch 1549 | loss: 0.0310838 | val_loss: 0.0311284 | Time: 1702.43 ms [2022-06-03 20:24:23 main:574] : INFO : Epoch 1550 | loss: 0.0310884 | val_loss: 0.0311253 | Time: 1934.32 ms [2022-06-03 20:24:24 main:574] : INFO : Epoch 1551 | loss: 0.031085 | val_loss: 0.0311215 | Time: 1833.21 ms [2022-06-03 20:24:26 main:574] : INFO : Epoch 1552 | loss: 0.0310871 | val_loss: 0.0311247 | Time: 1715.52 ms [2022-06-03 20:24:28 main:574] : INFO : Epoch 1553 | loss: 0.0310854 | val_loss: 0.031121 | Time: 1795.27 ms [2022-06-03 20:24:30 main:574] : INFO : Epoch 1554 | loss: 0.0310889 | val_loss: 0.0311189 | Time: 1911.02 ms [2022-06-03 20:24:32 main:574] : INFO : Epoch 1555 | loss: 0.0310874 | val_loss: 0.0311257 | Time: 1798.99 ms [2022-06-03 20:24:33 main:574] : INFO : Epoch 1556 | loss: 0.0310871 | val_loss: 0.0311264 | Time: 1726.07 ms [2022-06-03 20:24:35 main:574] : INFO : Epoch 1557 | loss: 0.0310874 | val_loss: 0.0311287 | Time: 1846.72 ms [2022-06-03 20:24:37 main:574] : INFO : Epoch 1558 | loss: 0.0310861 | val_loss: 0.0311166 | Time: 1938.24 ms [2022-06-03 20:24:39 main:574] : INFO : Epoch 1559 | loss: 0.0310867 | val_loss: 0.0311258 | Time: 1730.07 ms [2022-06-03 20:24:41 main:574] : INFO : Epoch 1560 | loss: 0.0310834 | val_loss: 0.0311253 | Time: 1729.91 ms [2022-06-03 20:24:43 main:574] : INFO : Epoch 1561 | loss: 0.0310906 | val_loss: 0.0311378 | Time: 1944.7 ms [2022-06-03 20:24:44 main:574] : INFO : Epoch 1562 | loss: 0.0310887 | val_loss: 0.0311188 | Time: 1833.05 ms [2022-06-03 20:24:46 main:574] : INFO : Epoch 1563 | loss: 0.0310861 | val_loss: 0.0311285 | Time: 1688.66 ms [2022-06-03 20:24:48 main:574] : INFO : Epoch 1564 | loss: 0.0310825 | val_loss: 0.0311218 | Time: 1854.99 ms [2022-06-03 20:24:50 main:574] : INFO : Epoch 1565 | loss: 0.0310855 | val_loss: 0.0311403 | Time: 1882.75 ms [2022-06-03 20:24:52 main:574] : INFO : Epoch 1566 | loss: 0.031088 | val_loss: 0.0311201 | Time: 1785.9 ms [2022-06-03 20:24:53 main:574] : INFO : Epoch 1567 | loss: 0.0310862 | val_loss: 0.0311204 | Time: 1721.77 ms [2022-06-03 20:24:55 main:574] : INFO : Epoch 1568 | loss: 0.0310827 | val_loss: 0.0311275 | Time: 1885.76 ms [2022-06-03 20:24:57 main:574] : INFO : Epoch 1569 | loss: 0.0310836 | val_loss: 0.0311225 | Time: 1930.52 ms [2022-06-03 20:24:59 main:574] : INFO : Epoch 1570 | loss: 0.0310945 | val_loss: 0.0311193 | Time: 1701.88 ms [2022-06-03 20:25:01 main:574] : INFO : Epoch 1571 | loss: 0.0310885 | val_loss: 0.0311228 | Time: 1743.87 ms [2022-06-03 20:25:03 main:574] : INFO : Epoch 1572 | loss: 0.0310893 | val_loss: 0.0311259 | Time: 1923.56 ms [2022-06-03 20:25:04 main:574] : INFO : Epoch 1573 | loss: 0.0310929 | val_loss: 0.0311217 | Time: 1809.13 ms [2022-06-03 20:25:06 main:574] : INFO : Epoch 1574 | loss: 0.0310972 | val_loss: 0.0311248 | Time: 1690.54 ms [2022-06-03 20:25:08 main:574] : INFO : Epoch 1575 | loss: 0.031092 | val_loss: 0.0311273 | Time: 1873.61 ms [2022-06-03 20:25:10 main:574] : INFO : Epoch 1576 | loss: 0.0310911 | val_loss: 0.0311235 | Time: 1887.26 ms [2022-06-03 20:25:12 main:574] : INFO : Epoch 1577 | loss: 0.0310896 | val_loss: 0.0311192 | Time: 1743.93 ms [2022-06-03 20:25:13 main:574] : INFO : Epoch 1578 | loss: 0.0310842 | val_loss: 0.0311206 | Time: 1750.18 ms [2022-06-03 20:25:15 main:574] : INFO : Epoch 1579 | loss: 0.0310827 | val_loss: 0.0311188 | Time: 1898.69 ms [2022-06-03 20:25:17 main:574] : INFO : Epoch 1580 | loss: 0.0310844 | val_loss: 0.0311245 | Time: 1890.33 ms [2022-06-03 20:25:19 main:574] : INFO : Epoch 1581 | loss: 0.0310816 | val_loss: 0.0311259 | Time: 1712.77 ms [2022-06-03 20:25:21 main:574] : INFO : Epoch 1582 | loss: 0.0310872 | val_loss: 0.0311361 | Time: 1792.57 ms [2022-06-03 20:25:23 main:574] : INFO : Epoch 1583 | loss: 0.0310844 | val_loss: 0.0311229 | Time: 1953.64 ms [2022-06-03 20:25:24 main:574] : INFO : Epoch 1584 | loss: 0.031081 | val_loss: 0.0311413 | Time: 1761.1 ms [2022-06-03 20:25:26 main:574] : INFO : Epoch 1585 | loss: 0.0310846 | val_loss: 0.0311226 | Time: 1727.33 ms [2022-06-03 20:25:28 main:574] : INFO : Epoch 1586 | loss: 0.031084 | val_loss: 0.0311226 | Time: 1910.48 ms [2022-06-03 20:25:30 main:574] : INFO : Epoch 1587 | loss: 0.0310793 | val_loss: 0.0311238 | Time: 1893.45 ms [2022-06-03 20:25:32 main:574] : INFO : Epoch 1588 | loss: 0.0310785 | val_loss: 0.0311197 | Time: 1739.77 ms [2022-06-03 20:25:33 main:574] : INFO : Epoch 1589 | loss: 0.0310825 | val_loss: 0.0311202 | Time: 1765.03 ms [2022-06-03 20:25:35 main:574] : INFO : Epoch 1590 | loss: 0.0310796 | val_loss: 0.0311257 | Time: 1893.58 ms [2022-06-03 20:25:37 main:574] : INFO : Epoch 1591 | loss: 0.0310829 | val_loss: 0.031125 | Time: 1854.91 ms [2022-06-03 20:25:39 main:574] : INFO : Epoch 1592 | loss: 0.0310801 | val_loss: 0.0311211 | Time: 1693.42 ms [2022-06-03 20:25:41 main:574] : INFO : Epoch 1593 | loss: 0.0310782 | val_loss: 0.0311201 | Time: 1808.34 ms [2022-06-03 20:25:43 main:574] : INFO : Epoch 1594 | loss: 0.0310789 | val_loss: 0.0311256 | Time: 1952.36 ms [2022-06-03 20:25:44 main:574] : INFO : Epoch 1595 | loss: 0.0310783 | val_loss: 0.0311248 | Time: 1747.55 ms [2022-06-03 20:25:46 main:574] : INFO : Epoch 1596 | loss: 0.0310786 | val_loss: 0.0311271 | Time: 1710.8 ms [2022-06-03 20:25:48 main:574] : INFO : Epoch 1597 | loss: 0.0310834 | val_loss: 0.0311245 | Time: 1904.05 ms [2022-06-03 20:25:50 main:574] : INFO : Epoch 1598 | loss: 0.0310862 | val_loss: 0.0311255 | Time: 1885.55 ms [2022-06-03 20:25:52 main:574] : INFO : Epoch 1599 | loss: 0.0310828 | val_loss: 0.0311187 | Time: 1727.62 ms [2022-06-03 20:25:54 main:574] : INFO : Epoch 1600 | loss: 0.0310807 | val_loss: 0.0311216 | Time: 1794.53 ms [2022-06-03 20:25:55 main:574] : INFO : Epoch 1601 | loss: 0.0310807 | val_loss: 0.0311203 | Time: 1888.51 ms [2022-06-03 20:25:57 main:574] : INFO : Epoch 1602 | loss: 0.0310981 | val_loss: 0.0311278 | Time: 1822.82 ms [2022-06-03 20:25:59 main:574] : INFO : Epoch 1603 | loss: 0.0310955 | val_loss: 0.0311211 | Time: 1719.12 ms [2022-06-03 20:26:01 main:574] : INFO : Epoch 1604 | loss: 0.0310887 | val_loss: 0.0311191 | Time: 1832.45 ms [2022-06-03 20:26:03 main:574] : INFO : Epoch 1605 | loss: 0.0310913 | val_loss: 0.031118 | Time: 1922.8 ms [2022-06-03 20:26:04 main:574] : INFO : Epoch 1606 | loss: 0.0310898 | val_loss: 0.0311195 | Time: 1725.51 ms [2022-06-03 20:26:06 main:574] : INFO : Epoch 1607 | loss: 0.0310873 | val_loss: 0.0311225 | Time: 1702.35 ms [2022-06-03 20:26:08 main:574] : INFO : Epoch 1608 | loss: 0.0310947 | val_loss: 0.0311445 | Time: 1919.14 ms [2022-06-03 20:26:10 main:574] : INFO : Epoch 1609 | loss: 0.0310891 | val_loss: 0.0311187 | Time: 1824.17 ms [2022-06-03 20:26:12 main:574] : INFO : Epoch 1610 | loss: 0.031084 | val_loss: 0.0311318 | Time: 1711.22 ms [2022-06-03 20:26:13 main:574] : INFO : Epoch 1611 | loss: 0.0310815 | val_loss: 0.0311242 | Time: 1832.9 ms [2022-06-03 20:26:15 main:574] : INFO : Epoch 1612 | loss: 0.0310827 | val_loss: 0.0311167 | Time: 1892.47 ms [2022-06-03 20:26:17 main:574] : INFO : Epoch 1613 | loss: 0.0310868 | val_loss: 0.031127 | Time: 1748.27 ms [2022-06-03 20:26:19 main:574] : INFO : Epoch 1614 | loss: 0.0310936 | val_loss: 0.0311225 | Time: 1706.02 ms [2022-06-03 20:26:21 main:574] : INFO : Epoch 1615 | loss: 0.0310913 | val_loss: 0.0311218 | Time: 1874.75 ms [2022-06-03 20:26:23 main:574] : INFO : Epoch 1616 | loss: 0.0310861 | val_loss: 0.0311237 | Time: 1892.05 ms [2022-06-03 20:26:24 main:574] : INFO : Epoch 1617 | loss: 0.0310856 | val_loss: 0.0311241 | Time: 1684.3 ms [2022-06-03 20:26:26 main:574] : INFO : Epoch 1618 | loss: 0.0310905 | val_loss: 0.0311313 | Time: 1779.67 ms [2022-06-03 20:26:28 main:574] : INFO : Epoch 1619 | loss: 0.0310901 | val_loss: 0.0311234 | Time: 1933.31 ms [2022-06-03 20:26:30 main:574] : INFO : Epoch 1620 | loss: 0.0310987 | val_loss: 0.0311213 | Time: 1741.5 ms [2022-06-03 20:26:31 main:574] : INFO : Epoch 1621 | loss: 0.0310966 | val_loss: 0.0311109 | Time: 1684.16 ms [2022-06-03 20:26:33 main:574] : INFO : Epoch 1622 | loss: 0.0310944 | val_loss: 0.0311151 | Time: 1885.99 ms [2022-06-03 20:26:35 main:574] : INFO : Epoch 1623 | loss: 0.0310954 | val_loss: 0.0311144 | Time: 1878.96 ms [2022-06-03 20:26:37 main:574] : INFO : Epoch 1624 | loss: 0.0310973 | val_loss: 0.0311182 | Time: 1734.8 ms [2022-06-03 20:26:39 main:574] : INFO : Epoch 1625 | loss: 0.0310929 | val_loss: 0.0311173 | Time: 1789.92 ms [2022-06-03 20:26:41 main:574] : INFO : Epoch 1626 | loss: 0.0310965 | val_loss: 0.0311104 | Time: 1917.26 ms [2022-06-03 20:26:43 main:574] : INFO : Epoch 1627 | loss: 0.0310924 | val_loss: 0.0311313 | Time: 1830.42 ms [2022-06-03 20:26:44 main:574] : INFO : Epoch 1628 | loss: 0.0310906 | val_loss: 0.0311139 | Time: 1695.59 ms [2022-06-03 20:26:46 main:574] : INFO : Epoch 1629 | loss: 0.0310875 | val_loss: 0.0311114 | Time: 2024.03 ms [2022-06-03 20:26:48 main:574] : INFO : Epoch 1630 | loss: 0.031085 | val_loss: 0.0311165 | Time: 1981.12 ms [2022-06-03 20:26:50 main:574] : INFO : Epoch 1631 | loss: 0.0310845 | val_loss: 0.0311148 | Time: 1809.81 ms [2022-06-03 20:26:52 main:574] : INFO : Epoch 1632 | loss: 0.031085 | val_loss: 0.0311158 | Time: 1710.69 ms [2022-06-03 20:26:54 main:574] : INFO : Epoch 1633 | loss: 0.0310857 | val_loss: 0.0311207 | Time: 1860.11 ms [2022-06-03 20:26:56 main:574] : INFO : Epoch 1634 | loss: 0.0310839 | val_loss: 0.0311141 | Time: 1895.98 ms [2022-06-03 20:26:57 main:574] : INFO : Epoch 1635 | loss: 0.0310932 | val_loss: 0.0311252 | Time: 1758.18 ms [2022-06-03 20:26:59 main:574] : INFO : Epoch 1636 | loss: 0.0310924 | val_loss: 0.0311146 | Time: 1741.9 ms [2022-06-03 20:27:01 main:574] : INFO : Epoch 1637 | loss: 0.0310983 | val_loss: 0.0311301 | Time: 1878.75 ms [2022-06-03 20:27:03 main:574] : INFO : Epoch 1638 | loss: 0.0310934 | val_loss: 0.0311194 | Time: 1849.09 ms [2022-06-03 20:27:05 main:574] : INFO : Epoch 1639 | loss: 0.0310917 | val_loss: 0.0311321 | Time: 1709.79 ms [2022-06-03 20:27:06 main:574] : INFO : Epoch 1640 | loss: 0.0310876 | val_loss: 0.0311228 | Time: 1788.61 ms [2022-06-03 20:27:08 main:574] : INFO : Epoch 1641 | loss: 0.0310859 | val_loss: 0.0311163 | Time: 1943.58 ms [2022-06-03 20:27:10 main:574] : INFO : Epoch 1642 | loss: 0.0310838 | val_loss: 0.0311259 | Time: 1752.63 ms [2022-06-03 20:27:12 main:574] : INFO : Epoch 1643 | loss: 0.0310876 | val_loss: 0.0311226 | Time: 1694.28 ms [2022-06-03 20:27:14 main:574] : INFO : Epoch 1644 | loss: 0.0310877 | val_loss: 0.0311231 | Time: 1925.76 ms [2022-06-03 20:27:15 main:574] : INFO : Epoch 1645 | loss: 0.0310903 | val_loss: 0.0311189 | Time: 1819.41 ms [2022-06-03 20:27:17 main:574] : INFO : Epoch 1646 | loss: 0.0310855 | val_loss: 0.0311294 | Time: 1765.17 ms [2022-06-03 20:27:19 main:574] : INFO : Epoch 1647 | loss: 0.0310865 | val_loss: 0.0311204 | Time: 1762.55 ms [2022-06-03 20:27:21 main:574] : INFO : Epoch 1648 | loss: 0.0310833 | val_loss: 0.0311189 | Time: 1881.41 ms [2022-06-03 20:27:23 main:574] : INFO : Epoch 1649 | loss: 0.0310824 | val_loss: 0.0311185 | Time: 1820.38 ms [2022-06-03 20:27:24 main:574] : INFO : Epoch 1650 | loss: 0.0310807 | val_loss: 0.0311204 | Time: 1700.28 ms [2022-06-03 20:27:26 main:574] : INFO : Epoch 1651 | loss: 0.0310824 | val_loss: 0.0311214 | Time: 1819.93 ms [2022-06-03 20:27:28 main:574] : INFO : Epoch 1652 | loss: 0.0310868 | val_loss: 0.0311219 | Time: 1927.34 ms [2022-06-03 20:27:30 main:574] : INFO : Epoch 1653 | loss: 0.0310841 | val_loss: 0.031118 | Time: 1699.33 ms [2022-06-03 20:27:32 main:574] : INFO : Epoch 1654 | loss: 0.0310857 | val_loss: 0.0311307 | Time: 1745.88 ms [2022-06-03 20:27:34 main:574] : INFO : Epoch 1655 | loss: 0.0310859 | val_loss: 0.0311227 | Time: 1921.98 ms [2022-06-03 20:27:35 main:574] : INFO : Epoch 1656 | loss: 0.0310821 | val_loss: 0.0311162 | Time: 1810.96 ms [2022-06-03 20:27:37 main:574] : INFO : Epoch 1657 | loss: 0.0310875 | val_loss: 0.031124 | Time: 1711.76 ms [2022-06-03 20:27:39 main:574] : INFO : Epoch 1658 | loss: 0.0310897 | val_loss: 0.0311197 | Time: 1836.99 ms [2022-06-03 20:27:41 main:574] : INFO : Epoch 1659 | loss: 0.0310865 | val_loss: 0.0311307 | Time: 1919.26 ms [2022-06-03 20:27:43 main:574] : INFO : Epoch 1660 | loss: 0.031082 | val_loss: 0.0311271 | Time: 1764.43 ms [2022-06-03 20:27:44 main:574] : INFO : Epoch 1661 | loss: 0.0310785 | val_loss: 0.0311191 | Time: 1715.74 ms [2022-06-03 20:27:46 main:574] : INFO : Epoch 1662 | loss: 0.0310787 | val_loss: 0.0311198 | Time: 1961.82 ms [2022-06-03 20:27:48 main:574] : INFO : Epoch 1663 | loss: 0.0310831 | val_loss: 0.0311177 | Time: 2068.15 ms [2022-06-03 20:27:50 main:574] : INFO : Epoch 1664 | loss: 0.0310808 | val_loss: 0.0311206 | Time: 1754.61 ms [2022-06-03 20:27:52 main:574] : INFO : Epoch 1665 | loss: 0.03108 | val_loss: 0.0311141 | Time: 1721.88 ms [2022-06-03 20:27:54 main:574] : INFO : Epoch 1666 | loss: 0.0310793 | val_loss: 0.0311137 | Time: 1887.53 ms [2022-06-03 20:27:56 main:574] : INFO : Epoch 1667 | loss: 0.0310815 | val_loss: 0.0311154 | Time: 1892.19 ms [2022-06-03 20:27:57 main:574] : INFO : Epoch 1668 | loss: 0.0310812 | val_loss: 0.0311198 | Time: 1730.08 ms [2022-06-03 20:27:59 main:574] : INFO : Epoch 1669 | loss: 0.031082 | val_loss: 0.0311147 | Time: 1764.21 ms [2022-06-03 20:28:01 main:574] : INFO : Epoch 1670 | loss: 0.0310877 | val_loss: 0.0311285 | Time: 1914.58 ms [2022-06-03 20:28:03 main:574] : INFO : Epoch 1671 | loss: 0.0310846 | val_loss: 0.0311159 | Time: 1836.45 ms [2022-06-03 20:28:05 main:574] : INFO : Epoch 1672 | loss: 0.0310862 | val_loss: 0.0311367 | Time: 1695.37 ms [2022-06-03 20:28:07 main:574] : INFO : Epoch 1673 | loss: 0.0310849 | val_loss: 0.0311168 | Time: 1820.75 ms [2022-06-03 20:28:08 main:574] : INFO : Epoch 1674 | loss: 0.0310941 | val_loss: 0.031125 | Time: 1900.51 ms [2022-06-03 20:28:10 main:574] : INFO : Epoch 1675 | loss: 0.0310929 | val_loss: 0.0311155 | Time: 1724.53 ms [2022-06-03 20:28:12 main:574] : INFO : Epoch 1676 | loss: 0.0310868 | val_loss: 0.0311173 | Time: 1709.29 ms [2022-06-03 20:28:14 main:574] : INFO : Epoch 1677 | loss: 0.031089 | val_loss: 0.0311162 | Time: 1885.48 ms [2022-06-03 20:28:16 main:574] : INFO : Epoch 1678 | loss: 0.0310866 | val_loss: 0.0311263 | Time: 1841.91 ms [2022-06-03 20:28:17 main:574] : INFO : Epoch 1679 | loss: 0.0310851 | val_loss: 0.0311186 | Time: 1724.67 ms [2022-06-03 20:28:19 main:574] : INFO : Epoch 1680 | loss: 0.0310857 | val_loss: 0.031117 | Time: 1791.8 ms [2022-06-03 20:28:21 main:574] : INFO : Epoch 1681 | loss: 0.0310886 | val_loss: 0.0311216 | Time: 1901.16 ms [2022-06-03 20:28:23 main:574] : INFO : Epoch 1682 | loss: 0.0310841 | val_loss: 0.0311123 | Time: 1757.24 ms [2022-06-03 20:28:25 main:574] : INFO : Epoch 1683 | loss: 0.0310821 | val_loss: 0.0311194 | Time: 1724.87 ms [2022-06-03 20:28:26 main:574] : INFO : Epoch 1684 | loss: 0.0310836 | val_loss: 0.0311207 | Time: 1872.86 ms [2022-06-03 20:28:28 main:574] : INFO : Epoch 1685 | loss: 0.0310842 | val_loss: 0.0311183 | Time: 1858.39 ms [2022-06-03 20:28:30 main:574] : INFO : Epoch 1686 | loss: 0.0310802 | val_loss: 0.031119 | Time: 1713.76 ms [2022-06-03 20:28:32 main:574] : INFO : Epoch 1687 | loss: 0.0310824 | val_loss: 0.0311188 | Time: 1796.64 ms [2022-06-03 20:28:34 main:574] : INFO : Epoch 1688 | loss: 0.0310823 | val_loss: 0.0311184 | Time: 1949.7 ms [2022-06-03 20:28:36 main:574] : INFO : Epoch 1689 | loss: 0.0310817 | val_loss: 0.0311174 | Time: 1804.81 ms [2022-06-03 20:28:37 main:574] : INFO : Epoch 1690 | loss: 0.0310836 | val_loss: 0.0311201 | Time: 1750.19 ms [2022-06-03 20:28:39 main:574] : INFO : Epoch 1691 | loss: 0.0310855 | val_loss: 0.0311146 | Time: 1847.11 ms [2022-06-03 20:28:41 main:574] : INFO : Epoch 1692 | loss: 0.0310791 | val_loss: 0.0311145 | Time: 1921.44 ms [2022-06-03 20:28:43 main:574] : INFO : Epoch 1693 | loss: 0.0310783 | val_loss: 0.0311143 | Time: 1729.13 ms [2022-06-03 20:28:45 main:574] : INFO : Epoch 1694 | loss: 0.0310783 | val_loss: 0.0311186 | Time: 1740.07 ms [2022-06-03 20:28:47 main:574] : INFO : Epoch 1695 | loss: 0.0310791 | val_loss: 0.0311151 | Time: 1897.48 ms [2022-06-03 20:28:49 main:574] : INFO : Epoch 1696 | loss: 0.0310781 | val_loss: 0.0311176 | Time: 2034.56 ms [2022-06-03 20:28:50 main:574] : INFO : Epoch 1697 | loss: 0.0310817 | val_loss: 0.0311205 | Time: 1692.81 ms [2022-06-03 20:28:52 main:574] : INFO : Epoch 1698 | loss: 0.0310893 | val_loss: 0.0311252 | Time: 1751.92 ms [2022-06-03 20:28:54 main:574] : INFO : Epoch 1699 | loss: 0.0310866 | val_loss: 0.0311173 | Time: 1913.88 ms [2022-06-03 20:28:56 main:574] : INFO : Epoch 1700 | loss: 0.0310828 | val_loss: 0.0311174 | Time: 1818.47 ms [2022-06-03 20:28:57 main:574] : INFO : Epoch 1701 | loss: 0.0310825 | val_loss: 0.0311158 | Time: 1729.51 ms [2022-06-03 20:28:59 main:574] : INFO : Epoch 1702 | loss: 0.0310823 | val_loss: 0.0311192 | Time: 1835.24 ms [2022-06-03 20:29:01 main:574] : INFO : Epoch 1703 | loss: 0.0310855 | val_loss: 0.0311215 | Time: 1902.24 ms [2022-06-03 20:29:03 main:574] : INFO : Epoch 1704 | loss: 0.03108 | val_loss: 0.0311211 | Time: 1744.46 ms [2022-06-03 20:29:05 main:574] : INFO : Epoch 1705 | loss: 0.0310807 | val_loss: 0.0311156 | Time: 1710.85 ms [2022-06-03 20:29:07 main:574] : INFO : Epoch 1706 | loss: 0.0310811 | val_loss: 0.0311207 | Time: 1915.24 ms [2022-06-03 20:29:08 main:574] : INFO : Epoch 1707 | loss: 0.0310815 | val_loss: 0.0311191 | Time: 1815.21 ms [2022-06-03 20:29:10 main:574] : INFO : Epoch 1708 | loss: 0.0310803 | val_loss: 0.0311169 | Time: 1719.09 ms [2022-06-03 20:29:12 main:574] : INFO : Epoch 1709 | loss: 0.0310789 | val_loss: 0.0311138 | Time: 1829.6 ms [2022-06-03 20:29:14 main:574] : INFO : Epoch 1710 | loss: 0.0310788 | val_loss: 0.0311138 | Time: 1924.36 ms [2022-06-03 20:29:16 main:574] : INFO : Epoch 1711 | loss: 0.0310768 | val_loss: 0.0311194 | Time: 1748.43 ms [2022-06-03 20:29:17 main:574] : INFO : Epoch 1712 | loss: 0.0310814 | val_loss: 0.0311191 | Time: 1741.24 ms [2022-06-03 20:29:19 main:574] : INFO : Epoch 1713 | loss: 0.0310874 | val_loss: 0.0311236 | Time: 1887.82 ms [2022-06-03 20:29:21 main:574] : INFO : Epoch 1714 | loss: 0.0310981 | val_loss: 0.0311286 | Time: 1874.03 ms [2022-06-03 20:29:23 main:574] : INFO : Epoch 1715 | loss: 0.0310978 | val_loss: 0.0311249 | Time: 1767.68 ms [2022-06-03 20:29:25 main:574] : INFO : Epoch 1716 | loss: 0.0310921 | val_loss: 0.0311168 | Time: 1761.56 ms [2022-06-03 20:29:27 main:574] : INFO : Epoch 1717 | loss: 0.0310944 | val_loss: 0.0311291 | Time: 1936.47 ms [2022-06-03 20:29:29 main:574] : INFO : Epoch 1718 | loss: 0.0310984 | val_loss: 0.0311216 | Time: 1855.09 ms [2022-06-03 20:29:30 main:574] : INFO : Epoch 1719 | loss: 0.0310947 | val_loss: 0.031126 | Time: 1704.39 ms [2022-06-03 20:29:32 main:574] : INFO : Epoch 1720 | loss: 0.0310913 | val_loss: 0.0311237 | Time: 1842.16 ms [2022-06-03 20:29:34 main:574] : INFO : Epoch 1721 | loss: 0.0311002 | val_loss: 0.0311244 | Time: 1911.76 ms [2022-06-03 20:29:36 main:574] : INFO : Epoch 1722 | loss: 0.0310966 | val_loss: 0.0311311 | Time: 1743.77 ms [2022-06-03 20:29:37 main:574] : INFO : Epoch 1723 | loss: 0.0310924 | val_loss: 0.0311223 | Time: 1727.12 ms [2022-06-03 20:29:39 main:574] : INFO : Epoch 1724 | loss: 0.0310856 | val_loss: 0.0311199 | Time: 1894.74 ms [2022-06-03 20:29:41 main:574] : INFO : Epoch 1725 | loss: 0.0310839 | val_loss: 0.0311176 | Time: 1853.78 ms [2022-06-03 20:29:43 main:574] : INFO : Epoch 1726 | loss: 0.0310858 | val_loss: 0.0311247 | Time: 1732.5 ms [2022-06-03 20:29:45 main:574] : INFO : Epoch 1727 | loss: 0.031086 | val_loss: 0.0311163 | Time: 1794.23 ms [2022-06-03 20:29:47 main:574] : INFO : Epoch 1728 | loss: 0.0310821 | val_loss: 0.0311225 | Time: 1882.13 ms [2022-06-03 20:29:49 main:574] : INFO : Epoch 1729 | loss: 0.0310889 | val_loss: 0.0311168 | Time: 1919.11 ms [2022-06-03 20:29:50 main:574] : INFO : Epoch 1730 | loss: 0.0310945 | val_loss: 0.0311166 | Time: 1704.63 ms [2022-06-03 20:29:52 main:574] : INFO : Epoch 1731 | loss: 0.031088 | val_loss: 0.0311184 | Time: 1845.86 ms [2022-06-03 20:29:54 main:574] : INFO : Epoch 1732 | loss: 0.0310859 | val_loss: 0.0311195 | Time: 1911.88 ms [2022-06-03 20:29:56 main:574] : INFO : Epoch 1733 | loss: 0.0310911 | val_loss: 0.0311287 | Time: 1717.18 ms [2022-06-03 20:29:58 main:574] : INFO : Epoch 1734 | loss: 0.0310943 | val_loss: 0.0311251 | Time: 1746.84 ms [2022-06-03 20:29:59 main:574] : INFO : Epoch 1735 | loss: 0.0310848 | val_loss: 0.0311199 | Time: 1886.04 ms [2022-06-03 20:30:01 main:574] : INFO : Epoch 1736 | loss: 0.0310852 | val_loss: 0.031113 | Time: 1831.67 ms [2022-06-03 20:30:03 main:574] : INFO : Epoch 1737 | loss: 0.0310799 | val_loss: 0.0311215 | Time: 1739.15 ms [2022-06-03 20:30:05 main:574] : INFO : Epoch 1738 | loss: 0.0310788 | val_loss: 0.0311269 | Time: 1790.48 ms [2022-06-03 20:30:07 main:574] : INFO : Epoch 1739 | loss: 0.0310819 | val_loss: 0.0311221 | Time: 1955.64 ms [2022-06-03 20:30:09 main:574] : INFO : Epoch 1740 | loss: 0.031081 | val_loss: 0.0311166 | Time: 1769.33 ms [2022-06-03 20:30:10 main:574] : INFO : Epoch 1741 | loss: 0.0310971 | val_loss: 0.0311408 | Time: 1714.11 ms [2022-06-03 20:30:12 main:574] : INFO : Epoch 1742 | loss: 0.0311148 | val_loss: 0.0311258 | Time: 1889.02 ms [2022-06-03 20:30:14 main:574] : INFO : Epoch 1743 | loss: 0.0311092 | val_loss: 0.0311323 | Time: 1873.92 ms [2022-06-03 20:30:16 main:574] : INFO : Epoch 1744 | loss: 0.0311057 | val_loss: 0.0311228 | Time: 1704.9 ms [2022-06-03 20:30:18 main:574] : INFO : Epoch 1745 | loss: 0.0310998 | val_loss: 0.0311176 | Time: 1789.35 ms [2022-06-03 20:30:19 main:574] : INFO : Epoch 1746 | loss: 0.0310998 | val_loss: 0.0311188 | Time: 1922.76 ms [2022-06-03 20:30:21 main:574] : INFO : Epoch 1747 | loss: 0.0311011 | val_loss: 0.03113 | Time: 1835.11 ms [2022-06-03 20:30:23 main:574] : INFO : Epoch 1748 | loss: 0.0310957 | val_loss: 0.0311229 | Time: 1739.13 ms [2022-06-03 20:30:25 main:574] : INFO : Epoch 1749 | loss: 0.0310911 | val_loss: 0.0311267 | Time: 1818.38 ms [2022-06-03 20:30:27 main:574] : INFO : Epoch 1750 | loss: 0.0310924 | val_loss: 0.0311257 | Time: 1953.55 ms [2022-06-03 20:30:29 main:574] : INFO : Epoch 1751 | loss: 0.0310932 | val_loss: 0.0311253 | Time: 1718.43 ms [2022-06-03 20:30:30 main:574] : INFO : Epoch 1752 | loss: 0.0310919 | val_loss: 0.0311216 | Time: 1685.44 ms [2022-06-03 20:30:32 main:574] : INFO : Epoch 1753 | loss: 0.0310891 | val_loss: 0.0311233 | Time: 1919.93 ms [2022-06-03 20:30:34 main:574] : INFO : Epoch 1754 | loss: 0.0310893 | val_loss: 0.0311223 | Time: 1824.77 ms [2022-06-03 20:30:36 main:574] : INFO : Epoch 1755 | loss: 0.0310892 | val_loss: 0.0311201 | Time: 1700.37 ms [2022-06-03 20:30:38 main:574] : INFO : Epoch 1756 | loss: 0.0310853 | val_loss: 0.0311191 | Time: 1810.53 ms [2022-06-03 20:30:39 main:574] : INFO : Epoch 1757 | loss: 0.031086 | val_loss: 0.0311165 | Time: 1885.58 ms [2022-06-03 20:30:41 main:574] : INFO : Epoch 1758 | loss: 0.0310877 | val_loss: 0.0311223 | Time: 1782.43 ms [2022-06-03 20:30:43 main:574] : INFO : Epoch 1759 | loss: 0.0310829 | val_loss: 0.031117 | Time: 1736.06 ms [2022-06-03 20:30:45 main:574] : INFO : Epoch 1760 | loss: 0.0310826 | val_loss: 0.0311195 | Time: 1872.03 ms [2022-06-03 20:30:47 main:574] : INFO : Epoch 1761 | loss: 0.0310833 | val_loss: 0.0311186 | Time: 1919.29 ms [2022-06-03 20:30:49 main:574] : INFO : Epoch 1762 | loss: 0.031082 | val_loss: 0.0311204 | Time: 1824.1 ms [2022-06-03 20:30:50 main:574] : INFO : Epoch 1763 | loss: 0.0310847 | val_loss: 0.0311217 | Time: 1715.14 ms [2022-06-03 20:30:52 main:574] : INFO : Epoch 1764 | loss: 0.0310853 | val_loss: 0.0311164 | Time: 1930.75 ms [2022-06-03 20:30:54 main:574] : INFO : Epoch 1765 | loss: 0.0310957 | val_loss: 0.031126 | Time: 1808.82 ms [2022-06-03 20:30:56 main:574] : INFO : Epoch 1766 | loss: 0.0311011 | val_loss: 0.0311301 | Time: 1710.57 ms [2022-06-03 20:30:58 main:574] : INFO : Epoch 1767 | loss: 0.0310885 | val_loss: 0.0311194 | Time: 1830.45 ms [2022-06-03 20:31:00 main:574] : INFO : Epoch 1768 | loss: 0.0310825 | val_loss: 0.0311232 | Time: 1875.94 ms [2022-06-03 20:31:01 main:574] : INFO : Epoch 1769 | loss: 0.0310807 | val_loss: 0.0311231 | Time: 1774.04 ms [2022-06-03 20:31:03 main:574] : INFO : Epoch 1770 | loss: 0.0310832 | val_loss: 0.0311147 | Time: 1732.14 ms [2022-06-03 20:31:05 main:574] : INFO : Epoch 1771 | loss: 0.031081 | val_loss: 0.0311221 | Time: 1883.3 ms [2022-06-03 20:31:07 main:574] : INFO : Epoch 1772 | loss: 0.0310786 | val_loss: 0.0311216 | Time: 1918.48 ms [2022-06-03 20:31:09 main:574] : INFO : Epoch 1773 | loss: 0.0310783 | val_loss: 0.0311236 | Time: 1693.99 ms [2022-06-03 20:31:10 main:574] : INFO : Epoch 1774 | loss: 0.0310771 | val_loss: 0.0311214 | Time: 1773.05 ms [2022-06-03 20:31:12 main:574] : INFO : Epoch 1775 | loss: 0.0310771 | val_loss: 0.0311184 | Time: 1943.99 ms [2022-06-03 20:31:14 main:574] : INFO : Epoch 1776 | loss: 0.0310756 | val_loss: 0.0311238 | Time: 1807.43 ms [2022-06-03 20:31:16 main:574] : INFO : Epoch 1777 | loss: 0.0310763 | val_loss: 0.0311155 | Time: 1703.19 ms [2022-06-03 20:31:18 main:574] : INFO : Epoch 1778 | loss: 0.0310761 | val_loss: 0.0311192 | Time: 1870.3 ms [2022-06-03 20:31:20 main:574] : INFO : Epoch 1779 | loss: 0.0310785 | val_loss: 0.0311269 | Time: 1888.7 ms [2022-06-03 20:31:21 main:574] : INFO : Epoch 1780 | loss: 0.0310817 | val_loss: 0.0311243 | Time: 1751.48 ms [2022-06-03 20:31:23 main:574] : INFO : Epoch 1781 | loss: 0.0310821 | val_loss: 0.0311293 | Time: 1762.87 ms [2022-06-03 20:31:25 main:574] : INFO : Epoch 1782 | loss: 0.031084 | val_loss: 0.031122 | Time: 1869.82 ms [2022-06-03 20:31:27 main:574] : INFO : Epoch 1783 | loss: 0.0310791 | val_loss: 0.0311162 | Time: 1871.14 ms [2022-06-03 20:31:28 main:574] : INFO : Epoch 1784 | loss: 0.0310767 | val_loss: 0.0311237 | Time: 1649.54 ms [2022-06-03 20:31:30 main:574] : INFO : Epoch 1785 | loss: 0.0310764 | val_loss: 0.0311197 | Time: 1800.22 ms [2022-06-03 20:31:32 main:574] : INFO : Epoch 1786 | loss: 0.0310794 | val_loss: 0.0311201 | Time: 1954.14 ms [2022-06-03 20:31:34 main:574] : INFO : Epoch 1787 | loss: 0.0310776 | val_loss: 0.0311234 | Time: 1717.84 ms [2022-06-03 20:31:36 main:574] : INFO : Epoch 1788 | loss: 0.0310784 | val_loss: 0.0311308 | Time: 1714.04 ms [2022-06-03 20:31:38 main:574] : INFO : Epoch 1789 | loss: 0.0310824 | val_loss: 0.0311275 | Time: 1874.94 ms [2022-06-03 20:31:39 main:574] : INFO : Epoch 1790 | loss: 0.0310777 | val_loss: 0.0311228 | Time: 1845.59 ms [2022-06-03 20:31:41 main:574] : INFO : Epoch 1791 | loss: 0.0310764 | val_loss: 0.0311188 | Time: 1726.73 ms [2022-06-03 20:31:43 main:574] : INFO : Epoch 1792 | loss: 0.0310865 | val_loss: 0.0311229 | Time: 1814.11 ms [2022-06-03 20:31:45 main:574] : INFO : Epoch 1793 | loss: 0.0310916 | val_loss: 0.0311297 | Time: 1869.58 ms [2022-06-03 20:31:47 main:574] : INFO : Epoch 1794 | loss: 0.0310848 | val_loss: 0.0311201 | Time: 1796.86 ms [2022-06-03 20:31:48 main:574] : INFO : Epoch 1795 | loss: 0.0310892 | val_loss: 0.031127 | Time: 1789.8 ms [2022-06-03 20:31:50 main:574] : INFO : Epoch 1796 | loss: 0.0310909 | val_loss: 0.031128 | Time: 1842.75 ms [2022-06-03 20:31:52 main:574] : INFO : Epoch 1797 | loss: 0.0310879 | val_loss: 0.0311207 | Time: 1910.49 ms [2022-06-03 20:31:54 main:574] : INFO : Epoch 1798 | loss: 0.0310819 | val_loss: 0.0311292 | Time: 1695.55 ms [2022-06-03 20:31:56 main:574] : INFO : Epoch 1799 | loss: 0.0310808 | val_loss: 0.0311255 | Time: 1741.92 ms [2022-06-03 20:31:58 main:574] : INFO : Epoch 1800 | loss: 0.0310805 | val_loss: 0.0311217 | Time: 1934.78 ms [2022-06-03 20:31:59 main:574] : INFO : Epoch 1801 | loss: 0.0310769 | val_loss: 0.0311217 | Time: 1787.62 ms [2022-06-03 20:32:01 main:574] : INFO : Epoch 1802 | loss: 0.0310763 | val_loss: 0.0311256 | Time: 1730.44 ms [2022-06-03 20:32:03 main:574] : INFO : Epoch 1803 | loss: 0.0310788 | val_loss: 0.0311202 | Time: 1839.2 ms [2022-06-03 20:32:05 main:574] : INFO : Epoch 1804 | loss: 0.0310789 | val_loss: 0.0311224 | Time: 1884.33 ms [2022-06-03 20:32:07 main:574] : INFO : Epoch 1805 | loss: 0.0310758 | val_loss: 0.0311224 | Time: 1736.49 ms [2022-06-03 20:32:08 main:574] : INFO : Epoch 1806 | loss: 0.0310774 | val_loss: 0.0311238 | Time: 1745.33 ms [2022-06-03 20:32:10 main:574] : INFO : Epoch 1807 | loss: 0.0310789 | val_loss: 0.0311269 | Time: 1899.89 ms [2022-06-03 20:32:12 main:574] : INFO : Epoch 1808 | loss: 0.0310867 | val_loss: 0.0311195 | Time: 1876.52 ms [2022-06-03 20:32:14 main:574] : INFO : Epoch 1809 | loss: 0.0310951 | val_loss: 0.0311204 | Time: 1720.02 ms [2022-06-03 20:32:16 main:574] : INFO : Epoch 1810 | loss: 0.0310892 | val_loss: 0.0311178 | Time: 1796.43 ms [2022-06-03 20:32:18 main:574] : INFO : Epoch 1811 | loss: 0.0310843 | val_loss: 0.0311312 | Time: 1938.6 ms [2022-06-03 20:32:19 main:574] : INFO : Epoch 1812 | loss: 0.0310831 | val_loss: 0.0311201 | Time: 1779.09 ms [2022-06-03 20:32:21 main:574] : INFO : Epoch 1813 | loss: 0.0310816 | val_loss: 0.031117 | Time: 1722.13 ms [2022-06-03 20:32:23 main:574] : INFO : Epoch 1814 | loss: 0.0310844 | val_loss: 0.0311154 | Time: 1894.57 ms [2022-06-03 20:32:25 main:574] : INFO : Epoch 1815 | loss: 0.0310847 | val_loss: 0.0311163 | Time: 1878.36 ms [2022-06-03 20:32:27 main:574] : INFO : Epoch 1816 | loss: 0.0310792 | val_loss: 0.0311151 | Time: 1726.27 ms [2022-06-03 20:32:28 main:574] : INFO : Epoch 1817 | loss: 0.0310843 | val_loss: 0.0311162 | Time: 1751.53 ms [2022-06-03 20:32:30 main:574] : INFO : Epoch 1818 | loss: 0.0310851 | val_loss: 0.0311117 | Time: 1902.46 ms [2022-06-03 20:32:32 main:574] : INFO : Epoch 1819 | loss: 0.0310826 | val_loss: 0.0311191 | Time: 1846.24 ms [2022-06-03 20:32:34 main:574] : INFO : Epoch 1820 | loss: 0.0310864 | val_loss: 0.0311216 | Time: 1687.44 ms [2022-06-03 20:32:36 main:574] : INFO : Epoch 1821 | loss: 0.031086 | val_loss: 0.0311199 | Time: 1820.32 ms [2022-06-03 20:32:38 main:574] : INFO : Epoch 1822 | loss: 0.0310806 | val_loss: 0.031124 | Time: 1959.79 ms [2022-06-03 20:32:39 main:574] : INFO : Epoch 1823 | loss: 0.0310808 | val_loss: 0.0311237 | Time: 1722.83 ms [2022-06-03 20:32:41 main:574] : INFO : Epoch 1824 | loss: 0.0310797 | val_loss: 0.0311215 | Time: 1718.02 ms [2022-06-03 20:32:43 main:574] : INFO : Epoch 1825 | loss: 0.0310788 | val_loss: 0.0311273 | Time: 1933.33 ms [2022-06-03 20:32:45 main:574] : INFO : Epoch 1826 | loss: 0.0310813 | val_loss: 0.0311277 | Time: 1833.15 ms [2022-06-03 20:32:47 main:574] : INFO : Epoch 1827 | loss: 0.0310849 | val_loss: 0.0311168 | Time: 1734.34 ms [2022-06-03 20:32:48 main:574] : INFO : Epoch 1828 | loss: 0.0310815 | val_loss: 0.0311194 | Time: 1800.01 ms [2022-06-03 20:32:50 main:574] : INFO : Epoch 1829 | loss: 0.0310796 | val_loss: 0.0311302 | Time: 1869.01 ms [2022-06-03 20:32:52 main:574] : INFO : Epoch 1830 | loss: 0.0310811 | val_loss: 0.0311283 | Time: 1815.93 ms [2022-06-03 20:32:54 main:574] : INFO : Epoch 1831 | loss: 0.0310813 | val_loss: 0.0311186 | Time: 1726.3 ms [2022-06-03 20:32:56 main:574] : INFO : Epoch 1832 | loss: 0.0310788 | val_loss: 0.0311263 | Time: 1835.23 ms [2022-06-03 20:32:58 main:574] : INFO : Epoch 1833 | loss: 0.0310864 | val_loss: 0.0311351 | Time: 1950.45 ms [2022-06-03 20:32:59 main:574] : INFO : Epoch 1834 | loss: 0.0311199 | val_loss: 0.0311369 | Time: 1697.23 ms [2022-06-03 20:33:01 main:574] : INFO : Epoch 1835 | loss: 0.0311147 | val_loss: 0.031136 | Time: 1729 ms [2022-06-03 20:33:03 main:574] : INFO : Epoch 1836 | loss: 0.0311111 | val_loss: 0.031128 | Time: 1927.28 ms [2022-06-03 20:33:05 main:574] : INFO : Epoch 1837 | loss: 0.0311035 | val_loss: 0.0311318 | Time: 1791.45 ms [2022-06-03 20:33:06 main:574] : INFO : Epoch 1838 | loss: 0.0310989 | val_loss: 0.0311265 | Time: 1744.88 ms [2022-06-03 20:33:08 main:574] : INFO : Epoch 1839 | loss: 0.0310974 | val_loss: 0.0311266 | Time: 1851.53 ms [2022-06-03 20:33:10 main:574] : INFO : Epoch 1840 | loss: 0.0310928 | val_loss: 0.0311229 | Time: 1880.17 ms [2022-06-03 20:33:12 main:574] : INFO : Epoch 1841 | loss: 0.0310923 | val_loss: 0.0311189 | Time: 1748.85 ms [2022-06-03 20:33:14 main:574] : INFO : Epoch 1842 | loss: 0.0310869 | val_loss: 0.0311242 | Time: 1755.32 ms [2022-06-03 20:33:16 main:574] : INFO : Epoch 1843 | loss: 0.0310907 | val_loss: 0.0311269 | Time: 1886.18 ms [2022-06-03 20:33:18 main:574] : INFO : Epoch 1844 | loss: 0.0310895 | val_loss: 0.0311213 | Time: 1911.57 ms [2022-06-03 20:33:19 main:574] : INFO : Epoch 1845 | loss: 0.0310885 | val_loss: 0.0311236 | Time: 1712.15 ms [2022-06-03 20:33:21 main:574] : INFO : Epoch 1846 | loss: 0.031089 | val_loss: 0.0311232 | Time: 1765.75 ms [2022-06-03 20:33:23 main:574] : INFO : Epoch 1847 | loss: 0.0310898 | val_loss: 0.0311231 | Time: 1931.51 ms [2022-06-03 20:33:25 main:574] : INFO : Epoch 1848 | loss: 0.0310939 | val_loss: 0.0311187 | Time: 1839.32 ms [2022-06-03 20:33:27 main:574] : INFO : Epoch 1849 | loss: 0.0310908 | val_loss: 0.0311177 | Time: 1737.32 ms [2022-06-03 20:33:28 main:574] : INFO : Epoch 1850 | loss: 0.0310882 | val_loss: 0.031122 | Time: 1873.09 ms [2022-06-03 20:33:30 main:574] : INFO : Epoch 1851 | loss: 0.0310893 | val_loss: 0.0311198 | Time: 1901.66 ms [2022-06-03 20:33:32 main:574] : INFO : Epoch 1852 | loss: 0.0310932 | val_loss: 0.0311205 | Time: 1751.66 ms [2022-06-03 20:33:34 main:574] : INFO : Epoch 1853 | loss: 0.0310976 | val_loss: 0.0311232 | Time: 1714.64 ms [2022-06-03 20:33:36 main:574] : INFO : Epoch 1854 | loss: 0.0310908 | val_loss: 0.0311187 | Time: 1891.98 ms [2022-06-03 20:33:38 main:574] : INFO : Epoch 1855 | loss: 0.0310903 | val_loss: 0.0311275 | Time: 1873.76 ms [2022-06-03 20:33:39 main:574] : INFO : Epoch 1856 | loss: 0.0310836 | val_loss: 0.0311189 | Time: 1733.48 ms [2022-06-03 20:33:41 main:574] : INFO : Epoch 1857 | loss: 0.0310819 | val_loss: 0.031121 | Time: 1784.75 ms [2022-06-03 20:33:43 main:574] : INFO : Epoch 1858 | loss: 0.0310827 | val_loss: 0.0311272 | Time: 1943.74 ms [2022-06-03 20:33:45 main:574] : INFO : Epoch 1859 | loss: 0.0310843 | val_loss: 0.0311283 | Time: 1740.44 ms [2022-06-03 20:33:46 main:574] : INFO : Epoch 1860 | loss: 0.0311018 | val_loss: 0.0311333 | Time: 1679.57 ms [2022-06-03 20:33:48 main:574] : INFO : Epoch 1861 | loss: 0.0311015 | val_loss: 0.031126 | Time: 1941.24 ms [2022-06-03 20:33:50 main:574] : INFO : Epoch 1862 | loss: 0.0310997 | val_loss: 0.0311206 | Time: 1876.74 ms [2022-06-03 20:33:52 main:574] : INFO : Epoch 1863 | loss: 0.0311038 | val_loss: 0.031118 | Time: 1743.64 ms [2022-06-03 20:33:54 main:574] : INFO : Epoch 1864 | loss: 0.0311045 | val_loss: 0.0311293 | Time: 1802.73 ms [2022-06-03 20:33:56 main:574] : INFO : Epoch 1865 | loss: 0.0311024 | val_loss: 0.0311253 | Time: 1895.18 ms [2022-06-03 20:33:58 main:574] : INFO : Epoch 1866 | loss: 0.0310985 | val_loss: 0.0311349 | Time: 1863.58 ms [2022-06-03 20:33:59 main:574] : INFO : Epoch 1867 | loss: 0.0311092 | val_loss: 0.0311273 | Time: 1737.67 ms [2022-06-03 20:34:01 main:574] : INFO : Epoch 1868 | loss: 0.0311043 | val_loss: 0.0311279 | Time: 1812.39 ms [2022-06-03 20:34:03 main:574] : INFO : Epoch 1869 | loss: 0.0310988 | val_loss: 0.0311223 | Time: 1900.73 ms [2022-06-03 20:34:05 main:574] : INFO : Epoch 1870 | loss: 0.031095 | val_loss: 0.0311226 | Time: 1717.06 ms [2022-06-03 20:34:07 main:574] : INFO : Epoch 1871 | loss: 0.0310951 | val_loss: 0.0311217 | Time: 1700.59 ms [2022-06-03 20:34:08 main:574] : INFO : Epoch 1872 | loss: 0.0310925 | val_loss: 0.0311223 | Time: 1927.73 ms [2022-06-03 20:34:10 main:574] : INFO : Epoch 1873 | loss: 0.031092 | val_loss: 0.0311208 | Time: 1807.45 ms [2022-06-03 20:34:12 main:574] : INFO : Epoch 1874 | loss: 0.0310906 | val_loss: 0.0311167 | Time: 1740.41 ms [2022-06-03 20:34:14 main:574] : INFO : Epoch 1875 | loss: 0.0310909 | val_loss: 0.0311229 | Time: 1821.06 ms [2022-06-03 20:34:16 main:574] : INFO : Epoch 1876 | loss: 0.0310892 | val_loss: 0.0311252 | Time: 1901.34 ms [2022-06-03 20:34:18 main:574] : INFO : Epoch 1877 | loss: 0.0310909 | val_loss: 0.0311189 | Time: 1767.7 ms [2022-06-03 20:34:19 main:574] : INFO : Epoch 1878 | loss: 0.031099 | val_loss: 0.031124 | Time: 1735.44 ms [2022-06-03 20:34:21 main:574] : INFO : Epoch 1879 | loss: 0.0310984 | val_loss: 0.0311218 | Time: 1865.28 ms [2022-06-03 20:34:23 main:574] : INFO : Epoch 1880 | loss: 0.0310959 | val_loss: 0.0311243 | Time: 1926.7 ms [2022-06-03 20:34:25 main:574] : INFO : Epoch 1881 | loss: 0.0310944 | val_loss: 0.0311206 | Time: 1682.55 ms [2022-06-03 20:34:27 main:574] : INFO : Epoch 1882 | loss: 0.0310961 | val_loss: 0.0311168 | Time: 1756.43 ms [2022-06-03 20:34:28 main:574] : INFO : Epoch 1883 | loss: 0.0310901 | val_loss: 0.0311202 | Time: 1938.06 ms [2022-06-03 20:34:30 main:574] : INFO : Epoch 1884 | loss: 0.0310908 | val_loss: 0.0311223 | Time: 1764.22 ms [2022-06-03 20:34:32 main:574] : INFO : Epoch 1885 | loss: 0.0310918 | val_loss: 0.0311195 | Time: 1724.09 ms [2022-06-03 20:34:34 main:574] : INFO : Epoch 1886 | loss: 0.0310875 | val_loss: 0.0311157 | Time: 1858.29 ms [2022-06-03 20:34:36 main:574] : INFO : Epoch 1887 | loss: 0.0310904 | val_loss: 0.0311282 | Time: 1880.21 ms [2022-06-03 20:34:37 main:574] : INFO : Epoch 1888 | loss: 0.0310891 | val_loss: 0.0311162 | Time: 1772.07 ms [2022-06-03 20:34:39 main:574] : INFO : Epoch 1889 | loss: 0.031086 | val_loss: 0.031113 | Time: 1729.76 ms [2022-06-03 20:34:41 main:574] : INFO : Epoch 1890 | loss: 0.0310849 | val_loss: 0.0311126 | Time: 1900.63 ms [2022-06-03 20:34:43 main:574] : INFO : Epoch 1891 | loss: 0.031088 | val_loss: 0.0311199 | Time: 1901.97 ms [2022-06-03 20:34:45 main:574] : INFO : Epoch 1892 | loss: 0.0310836 | val_loss: 0.0311231 | Time: 1716.84 ms [2022-06-03 20:34:47 main:574] : INFO : Epoch 1893 | loss: 0.0310844 | val_loss: 0.0311152 | Time: 1777.02 ms [2022-06-03 20:34:48 main:574] : INFO : Epoch 1894 | loss: 0.0310823 | val_loss: 0.0311146 | Time: 1922.28 ms [2022-06-03 20:34:50 main:574] : INFO : Epoch 1895 | loss: 0.031081 | val_loss: 0.031117 | Time: 1758.91 ms [2022-06-03 20:34:52 main:574] : INFO : Epoch 1896 | loss: 0.0310826 | val_loss: 0.0311126 | Time: 1714.34 ms [2022-06-03 20:34:54 main:574] : INFO : Epoch 1897 | loss: 0.0310788 | val_loss: 0.0311124 | Time: 1908.42 ms [2022-06-03 20:34:56 main:574] : INFO : Epoch 1898 | loss: 0.0310791 | val_loss: 0.0311194 | Time: 1880.14 ms [2022-06-03 20:34:57 main:574] : INFO : Epoch 1899 | loss: 0.0310804 | val_loss: 0.0311141 | Time: 1738.25 ms [2022-06-03 20:34:59 main:574] : INFO : Epoch 1900 | loss: 0.0310847 | val_loss: 0.0311236 | Time: 1760.41 ms [2022-06-03 20:35:01 main:574] : INFO : Epoch 1901 | loss: 0.0310964 | val_loss: 0.0311218 | Time: 1919.95 ms [2022-06-03 20:35:03 main:574] : INFO : Epoch 1902 | loss: 0.0310961 | val_loss: 0.0311216 | Time: 1829.9 ms [2022-06-03 20:35:05 main:574] : INFO : Epoch 1903 | loss: 0.0310955 | val_loss: 0.0311253 | Time: 1698.7 ms [2022-06-03 20:35:07 main:574] : INFO : Epoch 1904 | loss: 0.0310925 | val_loss: 0.031128 | Time: 1846.73 ms [2022-06-03 20:35:09 main:574] : INFO : Epoch 1905 | loss: 0.0310951 | val_loss: 0.0311311 | Time: 1932.66 ms [2022-06-03 20:35:10 main:574] : INFO : Epoch 1906 | loss: 0.031119 | val_loss: 0.0311394 | Time: 1726.61 ms [2022-06-03 20:35:12 main:574] : INFO : Epoch 1907 | loss: 0.0311231 | val_loss: 0.0311451 | Time: 1701.31 ms [2022-06-03 20:35:14 main:574] : INFO : Epoch 1908 | loss: 0.03111 | val_loss: 0.0311285 | Time: 1913.33 ms [2022-06-03 20:35:16 main:574] : INFO : Epoch 1909 | loss: 0.0310982 | val_loss: 0.0311247 | Time: 1828.49 ms [2022-06-03 20:35:17 main:574] : INFO : Epoch 1910 | loss: 0.0310955 | val_loss: 0.0311217 | Time: 1751.28 ms [2022-06-03 20:35:19 main:574] : INFO : Epoch 1911 | loss: 0.0310924 | val_loss: 0.0311177 | Time: 1805.17 ms [2022-06-03 20:35:21 main:574] : INFO : Epoch 1912 | loss: 0.0310895 | val_loss: 0.0311125 | Time: 1876.95 ms [2022-06-03 20:35:23 main:574] : INFO : Epoch 1913 | loss: 0.0310897 | val_loss: 0.0311148 | Time: 1819.22 ms [2022-06-03 20:35:25 main:574] : INFO : Epoch 1914 | loss: 0.031096 | val_loss: 0.0311232 | Time: 1708.48 ms [2022-06-03 20:35:27 main:574] : INFO : Epoch 1915 | loss: 0.0310917 | val_loss: 0.0311179 | Time: 1842.14 ms [2022-06-03 20:35:28 main:574] : INFO : Epoch 1916 | loss: 0.0310902 | val_loss: 0.0311203 | Time: 1920.32 ms [2022-06-03 20:35:30 main:574] : INFO : Epoch 1917 | loss: 0.0310937 | val_loss: 0.0311239 | Time: 1673.4 ms [2022-06-03 20:35:32 main:574] : INFO : Epoch 1918 | loss: 0.0310971 | val_loss: 0.0311275 | Time: 1743.39 ms [2022-06-03 20:35:34 main:574] : INFO : Epoch 1919 | loss: 0.0310903 | val_loss: 0.0311147 | Time: 1913.44 ms [2022-06-03 20:35:36 main:574] : INFO : Epoch 1920 | loss: 0.0310863 | val_loss: 0.0311215 | Time: 1814.68 ms [2022-06-03 20:35:37 main:574] : INFO : Epoch 1921 | loss: 0.0310883 | val_loss: 0.0311153 | Time: 1746.18 ms [2022-06-03 20:35:39 main:574] : INFO : Epoch 1922 | loss: 0.0310853 | val_loss: 0.0311204 | Time: 1840.63 ms [2022-06-03 20:35:41 main:574] : INFO : Epoch 1923 | loss: 0.0310859 | val_loss: 0.0311158 | Time: 1905.96 ms [2022-06-03 20:35:43 main:574] : INFO : Epoch 1924 | loss: 0.0310835 | val_loss: 0.031116 | Time: 1736.77 ms [2022-06-03 20:35:45 main:574] : INFO : Epoch 1925 | loss: 0.0310807 | val_loss: 0.0311182 | Time: 1704.66 ms [2022-06-03 20:35:47 main:574] : INFO : Epoch 1926 | loss: 0.031082 | val_loss: 0.0311167 | Time: 1904.58 ms [2022-06-03 20:35:48 main:574] : INFO : Epoch 1927 | loss: 0.0310834 | val_loss: 0.0311198 | Time: 1848.48 ms [2022-06-03 20:35:50 main:574] : INFO : Epoch 1928 | loss: 0.0310837 | val_loss: 0.0311123 | Time: 1735.31 ms [2022-06-03 20:35:52 main:574] : INFO : Epoch 1929 | loss: 0.0310816 | val_loss: 0.0311176 | Time: 1884.44 ms [2022-06-03 20:35:54 main:574] : INFO : Epoch 1930 | loss: 0.0310788 | val_loss: 0.0311164 | Time: 1899.95 ms [2022-06-03 20:35:56 main:574] : INFO : Epoch 1931 | loss: 0.0310781 | val_loss: 0.031117 | Time: 1792.19 ms [2022-06-03 20:35:57 main:574] : INFO : Epoch 1932 | loss: 0.031083 | val_loss: 0.0311144 | Time: 1723.72 ms [2022-06-03 20:35:59 main:574] : INFO : Epoch 1933 | loss: 0.0310834 | val_loss: 0.0311154 | Time: 1860.09 ms [2022-06-03 20:36:01 main:574] : INFO : Epoch 1934 | loss: 0.0310864 | val_loss: 0.0311308 | Time: 1867.01 ms [2022-06-03 20:36:03 main:574] : INFO : Epoch 1935 | loss: 0.0311043 | val_loss: 0.0311317 | Time: 1710.93 ms [2022-06-03 20:36:05 main:574] : INFO : Epoch 1936 | loss: 0.031101 | val_loss: 0.0311219 | Time: 1752 ms [2022-06-03 20:36:06 main:574] : INFO : Epoch 1937 | loss: 0.0310968 | val_loss: 0.0311162 | Time: 1880 ms [2022-06-03 20:36:08 main:574] : INFO : Epoch 1938 | loss: 0.031093 | val_loss: 0.0311195 | Time: 1830.76 ms [2022-06-03 20:36:10 main:574] : INFO : Epoch 1939 | loss: 0.0310901 | val_loss: 0.0311131 | Time: 1705.02 ms [2022-06-03 20:36:12 main:574] : INFO : Epoch 1940 | loss: 0.0310892 | val_loss: 0.0311105 | Time: 1848.95 ms [2022-06-03 20:36:14 main:574] : INFO : Epoch 1941 | loss: 0.0310896 | val_loss: 0.0311136 | Time: 1887.76 ms [2022-06-03 20:36:16 main:574] : INFO : Epoch 1942 | loss: 0.0310883 | val_loss: 0.031121 | Time: 1720.74 ms [2022-06-03 20:36:17 main:574] : INFO : Epoch 1943 | loss: 0.0310919 | val_loss: 0.0311156 | Time: 1740.18 ms [2022-06-03 20:36:19 main:574] : INFO : Epoch 1944 | loss: 0.0310938 | val_loss: 0.0311249 | Time: 1917.31 ms [2022-06-03 20:36:21 main:574] : INFO : Epoch 1945 | loss: 0.0311022 | val_loss: 0.0311217 | Time: 1867.98 ms [2022-06-03 20:36:23 main:574] : INFO : Epoch 1946 | loss: 0.0310993 | val_loss: 0.0311247 | Time: 1737.2 ms [2022-06-03 20:36:25 main:574] : INFO : Epoch 1947 | loss: 0.0310895 | val_loss: 0.0311175 | Time: 1782.66 ms [2022-06-03 20:36:27 main:574] : INFO : Epoch 1948 | loss: 0.0310851 | val_loss: 0.0311154 | Time: 1936.62 ms [2022-06-03 20:36:28 main:574] : INFO : Epoch 1949 | loss: 0.0310888 | val_loss: 0.0311147 | Time: 1788.58 ms [2022-06-03 20:36:30 main:574] : INFO : Epoch 1950 | loss: 0.0310871 | val_loss: 0.0311139 | Time: 1719.52 ms [2022-06-03 20:36:32 main:574] : INFO : Epoch 1951 | loss: 0.031084 | val_loss: 0.0311243 | Time: 1881.4 ms [2022-06-03 20:36:34 main:574] : INFO : Epoch 1952 | loss: 0.0310867 | val_loss: 0.0311171 | Time: 1910.46 ms [2022-06-03 20:36:36 main:574] : INFO : Epoch 1953 | loss: 0.0310857 | val_loss: 0.0311204 | Time: 1704.79 ms [2022-06-03 20:36:37 main:574] : INFO : Epoch 1954 | loss: 0.0310835 | val_loss: 0.0311115 | Time: 1738.22 ms [2022-06-03 20:36:39 main:574] : INFO : Epoch 1955 | loss: 0.0310821 | val_loss: 0.0311116 | Time: 1905.31 ms [2022-06-03 20:36:41 main:574] : INFO : Epoch 1956 | loss: 0.0310852 | val_loss: 0.0311178 | Time: 1824.23 ms [2022-06-03 20:36:43 main:574] : INFO : Epoch 1957 | loss: 0.0310866 | val_loss: 0.0311116 | Time: 1700.73 ms [2022-06-03 20:36:45 main:574] : INFO : Epoch 1958 | loss: 0.0310827 | val_loss: 0.0311166 | Time: 1817.86 ms [2022-06-03 20:36:46 main:574] : INFO : Epoch 1959 | loss: 0.0310852 | val_loss: 0.0311202 | Time: 1893.98 ms [2022-06-03 20:36:48 main:574] : INFO : Epoch 1960 | loss: 0.0310811 | val_loss: 0.0311214 | Time: 1741.79 ms [2022-06-03 20:36:50 main:574] : INFO : Epoch 1961 | loss: 0.0310795 | val_loss: 0.0311184 | Time: 1702.68 ms [2022-06-03 20:36:52 main:574] : INFO : Epoch 1962 | loss: 0.0310825 | val_loss: 0.0311156 | Time: 1892.63 ms [2022-06-03 20:36:54 main:574] : INFO : Epoch 1963 | loss: 0.0310846 | val_loss: 0.0311177 | Time: 1880.83 ms [2022-06-03 20:36:55 main:574] : INFO : Epoch 1964 | loss: 0.0310842 | val_loss: 0.0311196 | Time: 1690.37 ms [2022-06-03 20:36:57 main:574] : INFO : Epoch 1965 | loss: 0.0310914 | val_loss: 0.0311133 | Time: 1824.86 ms [2022-06-03 20:36:59 main:574] : INFO : Epoch 1966 | loss: 0.0310881 | val_loss: 0.0311139 | Time: 1868.23 ms [2022-06-03 20:37:01 main:574] : INFO : Epoch 1967 | loss: 0.0310863 | val_loss: 0.0311204 | Time: 1762.33 ms [2022-06-03 20:37:03 main:574] : INFO : Epoch 1968 | loss: 0.0310832 | val_loss: 0.0311215 | Time: 1703.56 ms [2022-06-03 20:37:04 main:574] : INFO : Epoch 1969 | loss: 0.0310835 | val_loss: 0.0311135 | Time: 1881.01 ms [2022-06-03 20:37:06 main:574] : INFO : Epoch 1970 | loss: 0.0310802 | val_loss: 0.0311128 | Time: 1853.11 ms [2022-06-03 20:37:08 main:574] : INFO : Epoch 1971 | loss: 0.0310781 | val_loss: 0.0311157 | Time: 1724.24 ms [2022-06-03 20:37:10 main:574] : INFO : Epoch 1972 | loss: 0.0310801 | val_loss: 0.0311182 | Time: 1797.43 ms [2022-06-03 20:37:12 main:574] : INFO : Epoch 1973 | loss: 0.031079 | val_loss: 0.0311111 | Time: 1917.64 ms [2022-06-03 20:37:14 main:574] : INFO : Epoch 1974 | loss: 0.0310796 | val_loss: 0.0311137 | Time: 1790.53 ms [2022-06-03 20:37:15 main:574] : INFO : Epoch 1975 | loss: 0.0310775 | val_loss: 0.031113 | Time: 1670.43 ms [2022-06-03 20:37:17 main:574] : INFO : Epoch 1976 | loss: 0.0310766 | val_loss: 0.0311137 | Time: 1895.43 ms [2022-06-03 20:37:19 main:574] : INFO : Epoch 1977 | loss: 0.0310773 | val_loss: 0.0311169 | Time: 1860.13 ms [2022-06-03 20:37:21 main:574] : INFO : Epoch 1978 | loss: 0.0310842 | val_loss: 0.0311114 | Time: 1717.41 ms [2022-06-03 20:37:23 main:574] : INFO : Epoch 1979 | loss: 0.0310836 | val_loss: 0.0311122 | Time: 1813.57 ms [2022-06-03 20:37:24 main:574] : INFO : Epoch 1980 | loss: 0.0310803 | val_loss: 0.0311277 | Time: 1913 ms [2022-06-03 20:37:26 main:574] : INFO : Epoch 1981 | loss: 0.0310857 | val_loss: 0.0311194 | Time: 1789.15 ms [2022-06-03 20:37:28 main:574] : INFO : Epoch 1982 | loss: 0.0310866 | val_loss: 0.0311149 | Time: 1732.03 ms [2022-06-03 20:37:30 main:574] : INFO : Epoch 1983 | loss: 0.0310847 | val_loss: 0.031116 | Time: 1866.68 ms [2022-06-03 20:37:32 main:574] : INFO : Epoch 1984 | loss: 0.0310897 | val_loss: 0.0311277 | Time: 1926.09 ms [2022-06-03 20:37:34 main:574] : INFO : Epoch 1985 | loss: 0.0310942 | val_loss: 0.0311209 | Time: 1721.23 ms [2022-06-03 20:37:35 main:574] : INFO : Epoch 1986 | loss: 0.0310912 | val_loss: 0.0311245 | Time: 1723.17 ms [2022-06-03 20:37:37 main:574] : INFO : Epoch 1987 | loss: 0.0310909 | val_loss: 0.0311182 | Time: 1928.76 ms [2022-06-03 20:37:39 main:574] : INFO : Epoch 1988 | loss: 0.0310854 | val_loss: 0.0311177 | Time: 1829.94 ms [2022-06-03 20:37:41 main:574] : INFO : Epoch 1989 | loss: 0.0310832 | val_loss: 0.0311223 | Time: 1706.87 ms [2022-06-03 20:37:43 main:574] : INFO : Epoch 1990 | loss: 0.0310821 | val_loss: 0.0311205 | Time: 1870.72 ms [2022-06-03 20:37:44 main:574] : INFO : Epoch 1991 | loss: 0.0310831 | val_loss: 0.0311203 | Time: 1879.29 ms [2022-06-03 20:37:46 main:574] : INFO : Epoch 1992 | loss: 0.0310851 | val_loss: 0.0311181 | Time: 1782.88 ms [2022-06-03 20:37:48 main:574] : INFO : Epoch 1993 | loss: 0.0310885 | val_loss: 0.0311183 | Time: 1721.84 ms [2022-06-03 20:37:50 main:574] : INFO : Epoch 1994 | loss: 0.0310924 | val_loss: 0.0311188 | Time: 1861.3 ms [2022-06-03 20:37:52 main:574] : INFO : Epoch 1995 | loss: 0.0311218 | val_loss: 0.0313414 | Time: 1880.51 ms [2022-06-03 20:37:53 main:574] : INFO : Epoch 1996 | loss: 0.035923 | val_loss: 0.0357234 | Time: 1725.69 ms [2022-06-03 20:37:55 main:574] : INFO : Epoch 1997 | loss: 0.0324894 | val_loss: 0.0314066 | Time: 1766.6 ms [2022-06-03 20:37:57 main:574] : INFO : Epoch 1998 | loss: 0.0313558 | val_loss: 0.0312793 | Time: 1944.78 ms [2022-06-03 20:37:59 main:574] : INFO : Epoch 1999 | loss: 0.0312496 | val_loss: 0.0312274 | Time: 1790.68 ms [2022-06-03 20:38:01 main:574] : INFO : Epoch 2000 | loss: 0.0312231 | val_loss: 0.0312107 | Time: 1706.37 ms [2022-06-03 20:38:03 main:574] : INFO : Epoch 2001 | loss: 0.0312085 | val_loss: 0.031198 | Time: 1901.25 ms [2022-06-03 20:38:04 main:574] : INFO : Epoch 2002 | loss: 0.0311952 | val_loss: 0.0311844 | Time: 1868.43 ms [2022-06-03 20:38:06 main:574] : INFO : Epoch 2003 | loss: 0.0311794 | val_loss: 0.031167 | Time: 1743.09 ms [2022-06-03 20:38:08 main:574] : INFO : Epoch 2004 | loss: 0.0311624 | val_loss: 0.0311591 | Time: 1749.01 ms [2022-06-03 20:38:10 main:574] : INFO : Epoch 2005 | loss: 0.0311548 | val_loss: 0.0311518 | Time: 1912.23 ms [2022-06-03 20:38:12 main:574] : INFO : Epoch 2006 | loss: 0.0311423 | val_loss: 0.0311397 | Time: 1846.52 ms [2022-06-03 20:38:13 main:574] : INFO : Epoch 2007 | loss: 0.0311304 | val_loss: 0.0311346 | Time: 1710.44 ms [2022-06-03 20:38:15 main:574] : INFO : Epoch 2008 | loss: 0.0311238 | val_loss: 0.0311345 | Time: 1807.17 ms [2022-06-03 20:38:17 main:574] : INFO : Epoch 2009 | loss: 0.0311195 | val_loss: 0.0311319 | Time: 1941.61 ms [2022-06-03 20:38:19 main:574] : INFO : Epoch 2010 | loss: 0.0311142 | val_loss: 0.0311283 | Time: 1728.72 ms [2022-06-03 20:38:21 main:574] : INFO : Epoch 2011 | loss: 0.0311087 | val_loss: 0.0311273 | Time: 1717.65 ms [2022-06-03 20:38:23 main:574] : INFO : Epoch 2012 | loss: 0.0311058 | val_loss: 0.0311261 | Time: 1943.3 ms [2022-06-03 20:38:25 main:574] : INFO : Epoch 2013 | loss: 0.0311053 | val_loss: 0.0311264 | Time: 1939.95 ms [2022-06-03 20:38:26 main:574] : INFO : Epoch 2014 | loss: 0.031104 | val_loss: 0.0311208 | Time: 1729.69 ms [2022-06-03 20:38:28 main:574] : INFO : Epoch 2015 | loss: 0.0311008 | val_loss: 0.0311201 | Time: 1784.96 ms [2022-06-03 20:38:30 main:574] : INFO : Epoch 2016 | loss: 0.0310997 | val_loss: 0.0311227 | Time: 1880.95 ms [2022-06-03 20:38:32 main:574] : INFO : Epoch 2017 | loss: 0.0310981 | val_loss: 0.0311236 | Time: 1865.53 ms [2022-06-03 20:38:34 main:574] : INFO : Epoch 2018 | loss: 0.0310984 | val_loss: 0.0311224 | Time: 1702.99 ms [2022-06-03 20:38:35 main:574] : INFO : Epoch 2019 | loss: 0.0310972 | val_loss: 0.0311232 | Time: 1820.49 ms [2022-06-03 20:38:37 main:574] : INFO : Epoch 2020 | loss: 0.0310957 | val_loss: 0.0311206 | Time: 1948 ms [2022-06-03 20:38:39 main:574] : INFO : Epoch 2021 | loss: 0.0310911 | val_loss: 0.0311176 | Time: 1750.74 ms [2022-06-03 20:38:41 main:574] : INFO : Epoch 2022 | loss: 0.0310891 | val_loss: 0.0311137 | Time: 1700.23 ms [2022-06-03 20:38:43 main:574] : INFO : Epoch 2023 | loss: 0.0310868 | val_loss: 0.0311143 | Time: 1930.5 ms [2022-06-03 20:38:45 main:574] : INFO : Epoch 2024 | loss: 0.031087 | val_loss: 0.0311113 | Time: 1842.14 ms [2022-06-03 20:38:46 main:574] : INFO : Epoch 2025 | loss: 0.0310851 | val_loss: 0.0311121 | Time: 1722.36 ms [2022-06-03 20:38:48 main:574] : INFO : Epoch 2026 | loss: 0.0310833 | val_loss: 0.0311123 | Time: 1785.67 ms [2022-06-03 20:38:50 main:574] : INFO : Epoch 2027 | loss: 0.0310831 | val_loss: 0.031112 | Time: 1888.01 ms [2022-06-03 20:38:52 main:574] : INFO : Epoch 2028 | loss: 0.0310823 | val_loss: 0.0311126 | Time: 1805.26 ms [2022-06-03 20:38:54 main:574] : INFO : Epoch 2029 | loss: 0.0310823 | val_loss: 0.0311119 | Time: 1707.49 ms [2022-06-03 20:38:55 main:574] : INFO : Epoch 2030 | loss: 0.0310825 | val_loss: 0.0311137 | Time: 1836.13 ms [2022-06-03 20:38:57 main:574] : INFO : Epoch 2031 | loss: 0.0310861 | val_loss: 0.0311135 | Time: 1931.13 ms [2022-06-03 20:38:59 main:574] : INFO : Epoch 2032 | loss: 0.031085 | val_loss: 0.0311111 | Time: 1705.85 ms [2022-06-03 20:39:01 main:574] : INFO : Epoch 2033 | loss: 0.0310832 | val_loss: 0.0311125 | Time: 1730.98 ms [2022-06-03 20:39:03 main:574] : INFO : Epoch 2034 | loss: 0.0310827 | val_loss: 0.0311148 | Time: 1930.38 ms [2022-06-03 20:39:04 main:574] : INFO : Epoch 2035 | loss: 0.0310829 | val_loss: 0.031119 | Time: 1786.65 ms [2022-06-03 20:39:06 main:574] : INFO : Epoch 2036 | loss: 0.0310798 | val_loss: 0.0311125 | Time: 1712.83 ms [2022-06-03 20:39:08 main:574] : INFO : Epoch 2037 | loss: 0.0310804 | val_loss: 0.0311129 | Time: 1861.2 ms [2022-06-03 20:39:10 main:574] : INFO : Epoch 2038 | loss: 0.0310805 | val_loss: 0.0311151 | Time: 1874.16 ms [2022-06-03 20:39:12 main:574] : INFO : Epoch 2039 | loss: 0.0310817 | val_loss: 0.0311129 | Time: 1745.71 ms [2022-06-03 20:39:13 main:574] : INFO : Epoch 2040 | loss: 0.0310843 | val_loss: 0.0311156 | Time: 1770 ms [2022-06-03 20:39:15 main:574] : INFO : Epoch 2041 | loss: 0.0310806 | val_loss: 0.0311154 | Time: 1875.21 ms [2022-06-03 20:39:17 main:574] : INFO : Epoch 2042 | loss: 0.0310794 | val_loss: 0.0311172 | Time: 1897.11 ms [2022-06-03 20:39:19 main:574] : INFO : Epoch 2043 | loss: 0.0310811 | val_loss: 0.0311176 | Time: 1678.04 ms [2022-06-03 20:39:21 main:574] : INFO : Epoch 2044 | loss: 0.0310809 | val_loss: 0.031117 | Time: 1773.74 ms [2022-06-03 20:39:23 main:574] : INFO : Epoch 2045 | loss: 0.0310814 | val_loss: 0.0311157 | Time: 1934.27 ms [2022-06-03 20:39:24 main:574] : INFO : Epoch 2046 | loss: 0.0310791 | val_loss: 0.0311147 | Time: 1740.16 ms [2022-06-03 20:39:26 main:574] : INFO : Epoch 2047 | loss: 0.0310796 | val_loss: 0.0311161 | Time: 1683.99 ms [2022-06-03 20:39:28 main:574] : INFO : Epoch 2048 | loss: 0.0310804 | val_loss: 0.031113 | Time: 1895.76 ms [2022-06-03 20:39:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031113 [2022-06-03 20:39:28 main:603] : INFO : Saving end state to config to file [2022-06-03 20:39:28 main:608] : INFO : Success, exiting.. 20:39:28 (9648): 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)