Task 14597141
| Name | ParityModified-1647043655-2854-2-0_0 |
| Workunit | 11618355 |
| Created | 11 Apr 2022, 11:48:36 UTC |
| Sent | 11 Apr 2022, 11:49:15 UTC |
| Report deadline | 19 Apr 2022, 11:49:15 UTC |
| Received | 11 Apr 2022, 13:55:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 5 min 55 sec |
| CPU time | 1 hours 4 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312096 | val_loss: 0.031219 | Time: 1948.12 ms
[2022-04-11 14:38:57 main:574] : INFO : Epoch 1543 | loss: 0.0312072 | val_loss: 0.0312164 | Time: 1950.96 ms
[2022-04-11 14:38:59 main:574] : INFO : Epoch 1544 | loss: 0.0312072 | val_loss: 0.0312192 | Time: 2084.1 ms
[2022-04-11 14:39:01 main:574] : INFO : Epoch 1545 | loss: 0.0312075 | val_loss: 0.0312161 | Time: 1956.95 ms
[2022-04-11 14:39:03 main:574] : INFO : Epoch 1546 | loss: 0.0312079 | val_loss: 0.0312175 | Time: 1925.26 ms
[2022-04-11 14:39:05 main:574] : INFO : Epoch 1547 | loss: 0.0312071 | val_loss: 0.0312171 | Time: 1889.87 ms
[2022-04-11 14:39:07 main:574] : INFO : Epoch 1548 | loss: 0.031209 | val_loss: 0.0312245 | Time: 1927.44 ms
[2022-04-11 14:39:08 main:574] : INFO : Epoch 1549 | loss: 0.0312109 | val_loss: 0.0312199 | Time: 1932.27 ms
[2022-04-11 14:39:10 main:574] : INFO : Epoch 1550 | loss: 0.0312084 | val_loss: 0.0312198 | Time: 1892.38 ms
[2022-04-11 14:39:12 main:574] : INFO : Epoch 1551 | loss: 0.0312089 | val_loss: 0.0312202 | Time: 1915.45 ms
[2022-04-11 14:39:14 main:574] : INFO : Epoch 1552 | loss: 0.0312103 | val_loss: 0.0312186 | Time: 1862.51 ms
[2022-04-11 14:39:16 main:574] : INFO : Epoch 1553 | loss: 0.0312069 | val_loss: 0.0312171 | Time: 1905.69 ms
[2022-04-11 14:39:18 main:574] : INFO : Epoch 1554 | loss: 0.0312097 | val_loss: 0.0312201 | Time: 1916.37 ms
[2022-04-11 14:39:20 main:574] : INFO : Epoch 1555 | loss: 0.0312083 | val_loss: 0.0312192 | Time: 1901.43 ms
[2022-04-11 14:39:22 main:574] : INFO : Epoch 1556 | loss: 0.0312094 | val_loss: 0.031219 | Time: 1941.74 ms
[2022-04-11 14:39:24 main:574] : INFO : Epoch 1557 | loss: 0.0312104 | val_loss: 0.0312176 | Time: 1867.47 ms
[2022-04-11 14:39:26 main:574] : INFO : Epoch 1558 | loss: 0.031208 | val_loss: 0.0312184 | Time: 1893.12 ms
[2022-04-11 14:39:28 main:574] : INFO : Epoch 1559 | loss: 0.0312079 | val_loss: 0.0312193 | Time: 1907.1 ms
[2022-04-11 14:39:29 main:574] : INFO : Epoch 1560 | loss: 0.0312084 | val_loss: 0.0312166 | Time: 1865.16 ms
[2022-04-11 14:39:31 main:574] : INFO : Epoch 1561 | loss: 0.0312078 | val_loss: 0.031219 | Time: 1901.86 ms
[2022-04-11 14:39:33 main:574] : INFO : Epoch 1562 | loss: 0.031208 | val_loss: 0.0312202 | Time: 1906.76 ms
[2022-04-11 14:39:35 main:574] : INFO : Epoch 1563 | loss: 0.0312083 | val_loss: 0.0312169 | Time: 1880.84 ms
[2022-04-11 14:39:37 main:574] : INFO : Epoch 1564 | loss: 0.0312071 | val_loss: 0.031217 | Time: 1919.3 ms
[2022-04-11 14:39:39 main:574] : INFO : Epoch 1565 | loss: 0.0312075 | val_loss: 0.0312176 | Time: 1874.47 ms
[2022-04-11 14:39:41 main:574] : INFO : Epoch 1566 | loss: 0.0312078 | val_loss: 0.031219 | Time: 1903.72 ms
[2022-04-11 14:39:43 main:574] : INFO : Epoch 1567 | loss: 0.0312077 | val_loss: 0.0312168 | Time: 1910.15 ms
[2022-04-11 14:39:45 main:574] : INFO : Epoch 1568 | loss: 0.0312077 | val_loss: 0.0312169 | Time: 1875.81 ms
[2022-04-11 14:39:47 main:574] : INFO : Epoch 1569 | loss: 0.0312075 | val_loss: 0.0312208 | Time: 1941.26 ms
[2022-04-11 14:39:49 main:574] : INFO : Epoch 1570 | loss: 0.0312088 | val_loss: 0.0312225 | Time: 1887.39 ms
[2022-04-11 14:39:50 main:574] : INFO : Epoch 1571 | loss: 0.0312109 | val_loss: 0.0312169 | Time: 1916.77 ms
[2022-04-11 14:39:52 main:574] : INFO : Epoch 1572 | loss: 0.0312075 | val_loss: 0.0312176 | Time: 1928.44 ms
[2022-04-11 14:39:54 main:574] : INFO : Epoch 1573 | loss: 0.0312068 | val_loss: 0.0312164 | Time: 1860.32 ms
[2022-04-11 14:39:56 main:574] : INFO : Epoch 1574 | loss: 0.0312072 | val_loss: 0.0312179 | Time: 1905.64 ms
[2022-04-11 14:39:58 main:574] : INFO : Epoch 1575 | loss: 0.031209 | val_loss: 0.0312174 | Time: 1929.59 ms
[2022-04-11 14:40:00 main:574] : INFO : Epoch 1576 | loss: 0.0312077 | val_loss: 0.0312197 | Time: 1868.13 ms
[2022-04-11 14:40:02 main:574] : INFO : Epoch 1577 | loss: 0.0312082 | val_loss: 0.0312175 | Time: 1898.41 ms
[2022-04-11 14:40:04 main:574] : INFO : Epoch 1578 | loss: 0.0312079 | val_loss: 0.0312208 | Time: 1906.2 ms
[2022-04-11 14:40:06 main:574] : INFO : Epoch 1579 | loss: 0.0312086 | val_loss: 0.0312172 | Time: 1970.29 ms
[2022-04-11 14:40:08 main:574] : INFO : Epoch 1580 | loss: 0.0312084 | val_loss: 0.0312175 | Time: 1929.02 ms
[2022-04-11 14:40:10 main:574] : INFO : Epoch 1581 | loss: 0.0312071 | val_loss: 0.0312195 | Time: 1855.76 ms
[2022-04-11 14:40:12 main:574] : INFO : Epoch 1582 | loss: 0.0312078 | val_loss: 0.0312189 | Time: 1896.99 ms
[2022-04-11 14:40:13 main:574] : INFO : Epoch 1583 | loss: 0.031208 | val_loss: 0.0312186 | Time: 1887.66 ms
[2022-04-11 14:40:15 main:574] : INFO : Epoch 1584 | loss: 0.0312079 | val_loss: 0.0312206 | Time: 1879.9 ms
[2022-04-11 14:40:17 main:574] : INFO : Epoch 1585 | loss: 0.0312074 | val_loss: 0.0312165 | Time: 1912.53 ms
[2022-04-11 14:40:19 main:574] : INFO : Epoch 1586 | loss: 0.0312078 | val_loss: 0.0312169 | Time: 1892.58 ms
[2022-04-11 14:40:21 main:574] : INFO : Epoch 1587 | loss: 0.0312076 | val_loss: 0.0312172 | Time: 1910.77 ms
[2022-04-11 14:40:23 main:574] : INFO : Epoch 1588 | loss: 0.031208 | val_loss: 0.0312173 | Time: 1998.36 ms
[2022-04-11 14:40:25 main:574] : INFO : Epoch 1589 | loss: 0.0312077 | val_loss: 0.0312178 | Time: 2047.03 ms
[2022-04-11 14:40:27 main:574] : INFO : Epoch 1590 | loss: 0.0312077 | val_loss: 0.0312166 | Time: 2011.81 ms
[2022-04-11 14:40:29 main:574] : INFO : Epoch 1591 | loss: 0.0312079 | val_loss: 0.0312176 | Time: 1991.34 ms
[2022-04-11 14:40:31 main:574] : INFO : Epoch 1592 | loss: 0.0312102 | val_loss: 0.0312227 | Time: 2026.41 ms
[2022-04-11 14:40:33 main:574] : INFO : Epoch 1593 | loss: 0.0312102 | val_loss: 0.0312167 | Time: 1850 ms
[2022-04-11 14:40:35 main:574] : INFO : Epoch 1594 | loss: 0.0312079 | val_loss: 0.0312167 | Time: 1809.69 ms
[2022-04-11 14:40:37 main:574] : INFO : Epoch 1595 | loss: 0.031208 | val_loss: 0.0312207 | Time: 1816.52 ms
[2022-04-11 14:40:38 main:574] : INFO : Epoch 1596 | loss: 0.031208 | val_loss: 0.0312186 | Time: 1807.62 ms
[2022-04-11 14:40:40 main:574] : INFO : Epoch 1597 | loss: 0.0312074 | val_loss: 0.0312227 | Time: 1802.25 ms
[2022-04-11 14:40:42 main:574] : INFO : Epoch 1598 | loss: 0.0312082 | val_loss: 0.0312185 | Time: 1819.94 ms
[2022-04-11 14:40:44 main:574] : INFO : Epoch 1599 | loss: 0.0312088 | val_loss: 0.0312165 | Time: 1806.76 ms
[2022-04-11 14:40:46 main:574] : INFO : Epoch 1600 | loss: 0.0312074 | val_loss: 0.031218 | Time: 1814.4 ms
[2022-04-11 14:40:48 main:574] : INFO : Epoch 1601 | loss: 0.0312069 | val_loss: 0.0312191 | Time: 1885.47 ms
[2022-04-11 14:40:50 main:574] : INFO : Epoch 1602 | loss: 0.0312073 | val_loss: 0.0312179 | Time: 1876.19 ms
[2022-04-11 14:40:51 main:574] : INFO : Epoch 1603 | loss: 0.0312086 | val_loss: 0.0312165 | Time: 1868.14 ms
[2022-04-11 14:40:53 main:574] : INFO : Epoch 1604 | loss: 0.0312084 | val_loss: 0.0312158 | Time: 1879.88 ms
[2022-04-11 14:40:55 main:574] : INFO : Epoch 1605 | loss: 0.0312077 | val_loss: 0.0312187 | Time: 1812.17 ms
[2022-04-11 14:40:57 main:574] : INFO : Epoch 1606 | loss: 0.0312073 | val_loss: 0.0312182 | Time: 1804.47 ms
[2022-04-11 14:40:59 main:574] : INFO : Epoch 1607 | loss: 0.0312085 | val_loss: 0.0312177 | Time: 1806.03 ms
[2022-04-11 14:41:01 main:574] : INFO : Epoch 1608 | loss: 0.0312074 | val_loss: 0.0312172 | Time: 1796.07 ms
[2022-04-11 14:41:02 main:574] : INFO : Epoch 1609 | loss: 0.0312069 | val_loss: 0.0312163 | Time: 1828.66 ms
[2022-04-11 14:41:04 main:574] : INFO : Epoch 1610 | loss: 0.031207 | val_loss: 0.0312177 | Time: 1966.7 ms
[2022-04-11 14:41:06 main:574] : INFO : Epoch 1611 | loss: 0.0312078 | val_loss: 0.0312188 | Time: 2078.42 ms
[2022-04-11 14:41:08 main:574] : INFO : Epoch 1612 | loss: 0.0312075 | val_loss: 0.0312168 | Time: 1907.82 ms
[2022-04-11 14:41:10 main:574] : INFO : Epoch 1613 | loss: 0.031209 | val_loss: 0.0312179 | Time: 2093.41 ms
[2022-04-11 14:41:12 main:574] : INFO : Epoch 1614 | loss: 0.0312087 | val_loss: 0.0312169 | Time: 1908.7 ms
[2022-04-11 14:41:14 main:574] : INFO : Epoch 1615 | loss: 0.0312109 | val_loss: 0.0312182 | Time: 2006.99 ms
[2022-04-11 14:41:16 main:574] : INFO : Epoch 1616 | loss: 0.0312091 | val_loss: 0.0312178 | Time: 1787.77 ms
[2022-04-11 14:41:18 main:574] : INFO : Epoch 1617 | loss: 0.0312074 | val_loss: 0.0312162 | Time: 1879.49 ms
[2022-04-11 14:41:20 main:574] : INFO : Epoch 1618 | loss: 0.0312077 | val_loss: 0.03122 | Time: 1874.02 ms
[2022-04-11 14:41:22 main:574] : INFO : Epoch 1619 | loss: 0.0312077 | val_loss: 0.0312191 | Time: 1862.19 ms
[2022-04-11 14:41:24 main:574] : INFO : Epoch 1620 | loss: 0.0312072 | val_loss: 0.0312176 | Time: 1855.56 ms
[2022-04-11 14:41:25 main:574] : INFO : Epoch 1621 | loss: 0.0312068 | val_loss: 0.0312174 | Time: 1763.81 ms
[2022-04-11 14:41:27 main:574] : INFO : Epoch 1622 | loss: 0.0312075 | val_loss: 0.0312161 | Time: 1789.94 ms
[2022-04-11 14:41:29 main:574] : INFO : Epoch 1623 | loss: 0.0312083 | val_loss: 0.0312179 | Time: 1781.12 ms
[2022-04-11 14:41:31 main:574] : INFO : Epoch 1624 | loss: 0.031208 | val_loss: 0.0312191 | Time: 1763.4 ms
[2022-04-11 14:41:33 main:574] : INFO : Epoch 1625 | loss: 0.0312087 | val_loss: 0.0312164 | Time: 1772.58 ms
[2022-04-11 14:41:34 main:574] : INFO : Epoch 1626 | loss: 0.0312077 | val_loss: 0.0312197 | Time: 1766.35 ms
[2022-04-11 14:41:36 main:574] : INFO : Epoch 1627 | loss: 0.0312089 | val_loss: 0.031216 | Time: 1770.79 ms
[2022-04-11 14:41:38 main:574] : INFO : Epoch 1628 | loss: 0.031209 | val_loss: 0.0312207 | Time: 1774.99 ms
[2022-04-11 14:41:40 main:574] : INFO : Epoch 1629 | loss: 0.0312089 | val_loss: 0.03122 | Time: 1765.47 ms
[2022-04-11 14:41:41 main:574] : INFO : Epoch 1630 | loss: 0.0312097 | val_loss: 0.0312221 | Time: 1781.51 ms
[2022-04-11 14:41:43 main:574] : INFO : Epoch 1631 | loss: 0.0312099 | val_loss: 0.0312175 | Time: 1817.92 ms
[2022-04-11 14:41:45 main:574] : INFO : Epoch 1632 | loss: 0.0312103 | val_loss: 0.0312161 | Time: 1799.75 ms
[2022-04-11 14:41:47 main:574] : INFO : Epoch 1633 | loss: 0.0312102 | val_loss: 0.03122 | Time: 1775.48 ms
[2022-04-11 14:41:49 main:574] : INFO : Epoch 1634 | loss: 0.0312073 | val_loss: 0.0312197 | Time: 1877.9 ms
[2022-04-11 14:41:51 main:574] : INFO : Epoch 1635 | loss: 0.0312073 | val_loss: 0.0312163 | Time: 1856.71 ms
[2022-04-11 14:41:53 main:574] : INFO : Epoch 1636 | loss: 0.0312077 | val_loss: 0.0312181 | Time: 1852.13 ms
[2022-04-11 14:41:54 main:574] : INFO : Epoch 1637 | loss: 0.0312081 | val_loss: 0.0312169 | Time: 1850.34 ms
[2022-04-11 14:41:56 main:574] : INFO : Epoch 1638 | loss: 0.0312083 | val_loss: 0.0312174 | Time: 1786.82 ms
[2022-04-11 14:41:58 main:574] : INFO : Epoch 1639 | loss: 0.0312087 | val_loss: 0.031218 | Time: 1787.62 ms
[2022-04-11 14:42:00 main:574] : INFO : Epoch 1640 | loss: 0.0312072 | val_loss: 0.0312194 | Time: 1769.83 ms
[2022-04-11 14:42:02 main:574] : INFO : Epoch 1641 | loss: 0.0312084 | val_loss: 0.0312166 | Time: 1765.48 ms
[2022-04-11 14:42:03 main:574] : INFO : Epoch 1642 | loss: 0.0312068 | val_loss: 0.031221 | Time: 1774.78 ms
[2022-04-11 14:42:05 main:574] : INFO : Epoch 1643 | loss: 0.0312072 | val_loss: 0.0312212 | Time: 1763.68 ms
[2022-04-11 14:42:07 main:574] : INFO : Epoch 1644 | loss: 0.0312093 | val_loss: 0.0312177 | Time: 1774.44 ms
[2022-04-11 14:42:09 main:574] : INFO : Epoch 1645 | loss: 0.0312076 | val_loss: 0.0312198 | Time: 1812.08 ms
[2022-04-11 14:42:10 main:574] : INFO : Epoch 1646 | loss: 0.0312089 | val_loss: 0.0312196 | Time: 1771.74 ms
[2022-04-11 14:42:12 main:574] : INFO : Epoch 1647 | loss: 0.0312082 | val_loss: 0.0312162 | Time: 1774.64 ms
[2022-04-11 14:42:14 main:574] : INFO : Epoch 1648 | loss: 0.0312071 | val_loss: 0.0312171 | Time: 1779.26 ms
[2022-04-11 14:42:16 main:574] : INFO : Epoch 1649 | loss: 0.0312077 | val_loss: 0.0312161 | Time: 1803.99 ms
[2022-04-11 14:42:18 main:574] : INFO : Epoch 1650 | loss: 0.0312076 | val_loss: 0.0312174 | Time: 1931.49 ms
[2022-04-11 14:42:20 main:574] : INFO : Epoch 1651 | loss: 0.031208 | val_loss: 0.0312235 | Time: 2059.31 ms
[2022-04-11 14:42:22 main:574] : INFO : Epoch 1652 | loss: 0.0312083 | val_loss: 0.0312187 | Time: 1962.95 ms
[2022-04-11 14:42:24 main:574] : INFO : Epoch 1653 | loss: 0.0312092 | val_loss: 0.0312163 | Time: 1963.14 ms
[2022-04-11 14:42:26 main:574] : INFO : Epoch 1654 | loss: 0.0312074 | val_loss: 0.0312159 | Time: 1934.39 ms
[2022-04-11 14:42:28 main:574] : INFO : Epoch 1655 | loss: 0.0312078 | val_loss: 0.0312173 | Time: 1910.53 ms
[2022-04-11 14:42:30 main:574] : INFO : Epoch 1656 | loss: 0.031207 | val_loss: 0.0312185 | Time: 1879.33 ms
[2022-04-11 14:42:31 main:574] : INFO : Epoch 1657 | loss: 0.0312077 | val_loss: 0.0312208 | Time: 1881.48 ms
[2022-04-11 14:42:33 main:574] : INFO : Epoch 1658 | loss: 0.0312088 | val_loss: 0.0312186 | Time: 1892.08 ms
[2022-04-11 14:42:35 main:574] : INFO : Epoch 1659 | loss: 0.0312073 | val_loss: 0.031218 | Time: 1872.53 ms
[2022-04-11 14:42:37 main:574] : INFO : Epoch 1660 | loss: 0.0312076 | val_loss: 0.0312177 | Time: 1882.19 ms
[2022-04-11 14:42:39 main:574] : INFO : Epoch 1661 | loss: 0.0312083 | val_loss: 0.031216 | Time: 1961.17 ms
[2022-04-11 14:42:41 main:574] : INFO : Epoch 1662 | loss: 0.0312074 | val_loss: 0.0312193 | Time: 1905.03 ms
[2022-04-11 14:42:43 main:574] : INFO : Epoch 1663 | loss: 0.0312094 | val_loss: 0.0312174 | Time: 1902.54 ms
[2022-04-11 14:42:45 main:574] : INFO : Epoch 1664 | loss: 0.0312098 | val_loss: 0.0312171 | Time: 1879.13 ms
[2022-04-11 14:42:47 main:574] : INFO : Epoch 1665 | loss: 0.0312112 | val_loss: 0.0312207 | Time: 1873.5 ms
[2022-04-11 14:42:49 main:574] : INFO : Epoch 1666 | loss: 0.0312081 | val_loss: 0.0312183 | Time: 1916.75 ms
[2022-04-11 14:42:51 main:574] : INFO : Epoch 1667 | loss: 0.0312073 | val_loss: 0.0312169 | Time: 1944.8 ms
[2022-04-11 14:42:53 main:574] : INFO : Epoch 1668 | loss: 0.0312077 | val_loss: 0.0312189 | Time: 1992.4 ms
[2022-04-11 14:42:55 main:574] : INFO : Epoch 1669 | loss: 0.0312093 | val_loss: 0.0312171 | Time: 1964.03 ms
[2022-04-11 14:42:56 main:574] : INFO : Epoch 1670 | loss: 0.0312093 | val_loss: 0.0312178 | Time: 1899.81 ms
[2022-04-11 14:42:58 main:574] : INFO : Epoch 1671 | loss: 0.0312093 | val_loss: 0.0312228 | Time: 1876.24 ms
[2022-04-11 14:43:00 main:574] : INFO : Epoch 1672 | loss: 0.03121 | val_loss: 0.0312201 | Time: 1934.89 ms
[2022-04-11 14:43:02 main:574] : INFO : Epoch 1673 | loss: 0.0312083 | val_loss: 0.0312182 | Time: 1962.19 ms
[2022-04-11 14:43:04 main:574] : INFO : Epoch 1674 | loss: 0.0312097 | val_loss: 0.031221 | Time: 1892.27 ms
[2022-04-11 14:43:06 main:574] : INFO : Epoch 1675 | loss: 0.0312093 | val_loss: 0.0312203 | Time: 1845.87 ms
[2022-04-11 14:43:08 main:574] : INFO : Epoch 1676 | loss: 0.0312084 | val_loss: 0.0312165 | Time: 1890.15 ms
[2022-04-11 14:43:10 main:574] : INFO : Epoch 1677 | loss: 0.0312106 | val_loss: 0.0312231 | Time: 1886.3 ms
[2022-04-11 14:43:12 main:574] : INFO : Epoch 1678 | loss: 0.0312085 | val_loss: 0.0312215 | Time: 1880.54 ms
[2022-04-11 14:43:14 main:574] : INFO : Epoch 1679 | loss: 0.0312075 | val_loss: 0.0312175 | Time: 1894.54 ms
[2022-04-11 14:43:15 main:574] : INFO : Epoch 1680 | loss: 0.0312088 | val_loss: 0.031219 | Time: 1878.11 ms
[2022-04-11 14:43:17 main:574] : INFO : Epoch 1681 | loss: 0.0312084 | val_loss: 0.0312177 | Time: 1862.67 ms
[2022-04-11 14:43:19 main:574] : INFO : Epoch 1682 | loss: 0.0312081 | val_loss: 0.0312165 | Time: 1942.91 ms
[2022-04-11 14:43:21 main:574] : INFO : Epoch 1683 | loss: 0.0312097 | val_loss: 0.0312167 | Time: 1997.83 ms
[2022-04-11 14:43:23 main:574] : INFO : Epoch 1684 | loss: 0.0312102 | val_loss: 0.0312224 | Time: 1906.01 ms
[2022-04-11 14:43:25 main:574] : INFO : Epoch 1685 | loss: 0.0312104 | val_loss: 0.0312246 | Time: 1933.56 ms
[2022-04-11 14:43:27 main:574] : INFO : Epoch 1686 | loss: 0.0312083 | val_loss: 0.0312194 | Time: 1896.84 ms
[2022-04-11 14:43:29 main:574] : INFO : Epoch 1687 | loss: 0.0312076 | val_loss: 0.031217 | Time: 1865.35 ms
[2022-04-11 14:43:31 main:574] : INFO : Epoch 1688 | loss: 0.0312092 | val_loss: 0.0312186 | Time: 1880.32 ms
[2022-04-11 14:43:33 main:574] : INFO : Epoch 1689 | loss: 0.0312083 | val_loss: 0.0312197 | Time: 1890.29 ms
[2022-04-11 14:43:35 main:574] : INFO : Epoch 1690 | loss: 0.031207 | val_loss: 0.0312163 | Time: 1989.43 ms
[2022-04-11 14:43:37 main:574] : INFO : Epoch 1691 | loss: 0.0312071 | val_loss: 0.0312163 | Time: 1952.12 ms
[2022-04-11 14:43:39 main:574] : INFO : Epoch 1692 | loss: 0.0312086 | val_loss: 0.0312207 | Time: 1939.91 ms
[2022-04-11 14:43:41 main:574] : INFO : Epoch 1693 | loss: 0.0312082 | val_loss: 0.0312219 | Time: 1936 ms
[2022-04-11 14:43:43 main:574] : INFO : Epoch 1694 | loss: 0.0312084 | val_loss: 0.0312194 | Time: 1966.6 ms
[2022-04-11 14:43:44 main:574] : INFO : Epoch 1695 | loss: 0.0312073 | val_loss: 0.0312159 | Time: 1928.55 ms
[2022-04-11 14:43:46 main:574] : INFO : Epoch 1696 | loss: 0.0312081 | val_loss: 0.0312164 | Time: 1974.24 ms
[2022-04-11 14:43:48 main:574] : INFO : Epoch 1697 | loss: 0.0312072 | val_loss: 0.0312177 | Time: 1974.72 ms
[2022-04-11 14:43:50 main:574] : INFO : Epoch 1698 | loss: 0.0312082 | val_loss: 0.0312166 | Time: 1963.68 ms
[2022-04-11 14:43:52 main:574] : INFO : Epoch 1699 | loss: 0.0312071 | val_loss: 0.0312163 | Time: 1979.55 ms
[2022-04-11 14:43:54 main:574] : INFO : Epoch 1700 | loss: 0.0312083 | val_loss: 0.031217 | Time: 1946.83 ms
[2022-04-11 14:43:56 main:574] : INFO : Epoch 1701 | loss: 0.0312071 | val_loss: 0.0312175 | Time: 2002.83 ms
[2022-04-11 14:43:58 main:574] : INFO : Epoch 1702 | loss: 0.0312073 | val_loss: 0.0312186 | Time: 1977.54 ms
[2022-04-11 14:44:00 main:574] : INFO : Epoch 1703 | loss: 0.0312069 | val_loss: 0.0312169 | Time: 1929.49 ms
[2022-04-11 14:44:02 main:574] : INFO : Epoch 1704 | loss: 0.0312072 | val_loss: 0.0312173 | Time: 1980.7 ms
[2022-04-11 14:44:04 main:574] : INFO : Epoch 1705 | loss: 0.0312099 | val_loss: 0.0312159 | Time: 2040.94 ms
[2022-04-11 14:44:06 main:574] : INFO : Epoch 1706 | loss: 0.0312076 | val_loss: 0.0312204 | Time: 1887.3 ms
[2022-04-11 14:44:08 main:574] : INFO : Epoch 1707 | loss: 0.0312085 | val_loss: 0.0312218 | Time: 1898.06 ms
[2022-04-11 14:44:10 main:574] : INFO : Epoch 1708 | loss: 0.0312075 | val_loss: 0.0312165 | Time: 1883.06 ms
[2022-04-11 14:44:12 main:574] : INFO : Epoch 1709 | loss: 0.0312084 | val_loss: 0.0312201 | Time: 1885.6 ms
[2022-04-11 14:44:14 main:574] : INFO : Epoch 1710 | loss: 0.0312084 | val_loss: 0.0312162 | Time: 1883.73 ms
[2022-04-11 14:44:16 main:574] : INFO : Epoch 1711 | loss: 0.0312103 | val_loss: 0.0312253 | Time: 1888.21 ms
[2022-04-11 14:44:18 main:574] : INFO : Epoch 1712 | loss: 0.031208 | val_loss: 0.0312171 | Time: 1879.56 ms
[2022-04-11 14:44:20 main:574] : INFO : Epoch 1713 | loss: 0.0312075 | val_loss: 0.0312161 | Time: 1944.85 ms
[2022-04-11 14:44:22 main:574] : INFO : Epoch 1714 | loss: 0.0312084 | val_loss: 0.0312187 | Time: 2016.15 ms
[2022-04-11 14:44:24 main:574] : INFO : Epoch 1715 | loss: 0.0312071 | val_loss: 0.0312161 | Time: 1945.24 ms
[2022-04-11 14:44:25 main:574] : INFO : Epoch 1716 | loss: 0.0312076 | val_loss: 0.0312192 | Time: 1924.54 ms
[2022-04-11 14:44:27 main:574] : INFO : Epoch 1717 | loss: 0.0312081 | val_loss: 0.0312254 | Time: 1977.21 ms
[2022-04-11 14:44:29 main:574] : INFO : Epoch 1718 | loss: 0.031208 | val_loss: 0.0312207 | Time: 1936.8 ms
[2022-04-11 14:44:31 main:574] : INFO : Epoch 1719 | loss: 0.0312072 | val_loss: 0.0312163 | Time: 1909.81 ms
[2022-04-11 14:44:33 main:574] : INFO : Epoch 1720 | loss: 0.0312073 | val_loss: 0.0312158 | Time: 1926.11 ms
[2022-04-11 14:44:35 main:574] : INFO : Epoch 1721 | loss: 0.0312074 | val_loss: 0.0312161 | Time: 1980.17 ms
[2022-04-11 14:44:37 main:574] : INFO : Epoch 1722 | loss: 0.0312072 | val_loss: 0.0312164 | Time: 1920.06 ms
[2022-04-11 14:44:39 main:574] : INFO : Epoch 1723 | loss: 0.0312076 | val_loss: 0.0312158 | Time: 1970.56 ms
[2022-04-11 14:44:41 main:574] : INFO : Epoch 1724 | loss: 0.0312075 | val_loss: 0.0312158 | Time: 1919.29 ms
[2022-04-11 14:44:43 main:574] : INFO : Epoch 1725 | loss: 0.0312071 | val_loss: 0.0312162 | Time: 1947.07 ms
[2022-04-11 14:44:45 main:574] : INFO : Epoch 1726 | loss: 0.0312079 | val_loss: 0.0312191 | Time: 1946.16 ms
[2022-04-11 14:44:47 main:574] : INFO : Epoch 1727 | loss: 0.0312082 | val_loss: 0.0312169 | Time: 1918.82 ms
[2022-04-11 14:44:49 main:574] : INFO : Epoch 1728 | loss: 0.0312074 | val_loss: 0.0312179 | Time: 1974.41 ms
[2022-04-11 14:44:51 main:574] : INFO : Epoch 1729 | loss: 0.0312074 | val_loss: 0.0312171 | Time: 1959.21 ms
[2022-04-11 14:44:53 main:574] : INFO : Epoch 1730 | loss: 0.0312092 | val_loss: 0.0312178 | Time: 1961.68 ms
[2022-04-11 14:44:55 main:574] : INFO : Epoch 1731 | loss: 0.0312077 | val_loss: 0.0312159 | Time: 1945.27 ms
[2022-04-11 14:44:57 main:574] : INFO : Epoch 1732 | loss: 0.0312072 | val_loss: 0.0312165 | Time: 1950.18 ms
[2022-04-11 14:44:59 main:574] : INFO : Epoch 1733 | loss: 0.0312085 | val_loss: 0.0312195 | Time: 1948.42 ms
[2022-04-11 14:45:01 main:574] : INFO : Epoch 1734 | loss: 0.0312087 | val_loss: 0.0312248 | Time: 1932.62 ms
[2022-04-11 14:45:03 main:574] : INFO : Epoch 1735 | loss: 0.0312092 | val_loss: 0.03122 | Time: 1933.81 ms
[2022-04-11 14:45:05 main:574] : INFO : Epoch 1736 | loss: 0.0312091 | val_loss: 0.0312188 | Time: 1969.44 ms
[2022-04-11 14:45:07 main:574] : INFO : Epoch 1737 | loss: 0.0312079 | val_loss: 0.0312162 | Time: 1923.8 ms
[2022-04-11 14:45:08 main:574] : INFO : Epoch 1738 | loss: 0.0312073 | val_loss: 0.0312164 | Time: 1946.96 ms
[2022-04-11 14:45:10 main:574] : INFO : Epoch 1739 | loss: 0.0312084 | val_loss: 0.0312182 | Time: 1952.37 ms
[2022-04-11 14:45:12 main:574] : INFO : Epoch 1740 | loss: 0.0312098 | val_loss: 0.0312167 | Time: 1911.08 ms
[2022-04-11 14:45:14 main:574] : INFO : Epoch 1741 | loss: 0.0312069 | val_loss: 0.0312188 | Time: 2014.57 ms
[2022-04-11 14:45:16 main:574] : INFO : Epoch 1742 | loss: 0.0312076 | val_loss: 0.0312159 | Time: 1967.51 ms
[2022-04-11 14:45:18 main:574] : INFO : Epoch 1743 | loss: 0.0312073 | val_loss: 0.0312165 | Time: 2019.86 ms
[2022-04-11 14:45:20 main:574] : INFO : Epoch 1744 | loss: 0.0312087 | val_loss: 0.0312171 | Time: 2032.81 ms
[2022-04-11 14:45:22 main:574] : INFO : Epoch 1745 | loss: 0.0312085 | val_loss: 0.0312174 | Time: 2003.32 ms
[2022-04-11 14:45:24 main:574] : INFO : Epoch 1746 | loss: 0.0312101 | val_loss: 0.0312175 | Time: 2006.63 ms
[2022-04-11 14:45:26 main:574] : INFO : Epoch 1747 | loss: 0.0312083 | val_loss: 0.0312242 | Time: 2002 ms
[2022-04-11 14:45:28 main:574] : INFO : Epoch 1748 | loss: 0.0312095 | val_loss: 0.0312167 | Time: 2029.32 ms
[2022-04-11 14:45:31 main:574] : INFO : Epoch 1749 | loss: 0.0312074 | val_loss: 0.0312158 | Time: 2007.62 ms
[2022-04-11 14:45:32 main:574] : INFO : Epoch 1750 | loss: 0.0312077 | val_loss: 0.0312159 | Time: 1983.46 ms
[2022-04-11 14:45:35 main:574] : INFO : Epoch 1751 | loss: 0.0312076 | val_loss: 0.0312192 | Time: 2025.05 ms
[2022-04-11 14:45:37 main:574] : INFO : Epoch 1752 | loss: 0.0312068 | val_loss: 0.0312162 | Time: 1984.8 ms
[2022-04-11 14:45:39 main:574] : INFO : Epoch 1753 | loss: 0.0312082 | val_loss: 0.0312195 | Time: 2055.57 ms
[2022-04-11 14:45:41 main:574] : INFO : Epoch 1754 | loss: 0.0312093 | val_loss: 0.031216 | Time: 1918.54 ms
[2022-04-11 14:45:42 main:574] : INFO : Epoch 1755 | loss: 0.0312103 | val_loss: 0.0312174 | Time: 1913.15 ms
[2022-04-11 14:45:44 main:574] : INFO : Epoch 1756 | loss: 0.031208 | val_loss: 0.0312169 | Time: 1965.44 ms
[2022-04-11 14:45:46 main:574] : INFO : Epoch 1757 | loss: 0.0312067 | val_loss: 0.0312231 | Time: 1890.94 ms
[2022-04-11 14:45:48 main:574] : INFO : Epoch 1758 | loss: 0.0312079 | val_loss: 0.0312181 | Time: 1917.17 ms
[2022-04-11 14:45:50 main:574] : INFO : Epoch 1759 | loss: 0.0312072 | val_loss: 0.0312179 | Time: 1919.82 ms
[2022-04-11 14:45:52 main:574] : INFO : Epoch 1760 | loss: 0.0312084 | val_loss: 0.0312174 | Time: 1945.65 ms
[2022-04-11 14:45:54 main:574] : INFO : Epoch 1761 | loss: 0.0312094 | val_loss: 0.0312195 | Time: 1945.66 ms
[2022-04-11 14:45:56 main:574] : INFO : Epoch 1762 | loss: 0.0312096 | val_loss: 0.0312176 | Time: 1923.5 ms
[2022-04-11 14:45:58 main:574] : INFO : Epoch 1763 | loss: 0.0312079 | val_loss: 0.0312165 | Time: 1956.63 ms
[2022-04-11 14:46:00 main:574] : INFO : Epoch 1764 | loss: 0.0312071 | val_loss: 0.0312163 | Time: 1933.97 ms
[2022-04-11 14:46:02 main:574] : INFO : Epoch 1765 | loss: 0.0312079 | val_loss: 0.0312171 | Time: 1904.9 ms
[2022-04-11 14:46:04 main:574] : INFO : Epoch 1766 | loss: 0.031208 | val_loss: 0.0312161 | Time: 1949.03 ms
[2022-04-11 14:46:06 main:574] : INFO : Epoch 1767 | loss: 0.0312072 | val_loss: 0.0312159 | Time: 1924.46 ms
[2022-04-11 14:46:08 main:574] : INFO : Epoch 1768 | loss: 0.0312068 | val_loss: 0.0312189 | Time: 1989.81 ms
[2022-04-11 14:46:10 main:574] : INFO : Epoch 1769 | loss: 0.031208 | val_loss: 0.0312185 | Time: 1963.67 ms
[2022-04-11 14:46:12 main:574] : INFO : Epoch 1770 | loss: 0.0312085 | val_loss: 0.0312198 | Time: 1880.97 ms
[2022-04-11 14:46:14 main:574] : INFO : Epoch 1771 | loss: 0.0312074 | val_loss: 0.0312163 | Time: 1931.32 ms
[2022-04-11 14:46:15 main:574] : INFO : Epoch 1772 | loss: 0.0312074 | val_loss: 0.0312188 | Time: 1938.33 ms
[2022-04-11 14:46:18 main:574] : INFO : Epoch 1773 | loss: 0.0312077 | val_loss: 0.031219 | Time: 2026.77 ms
[2022-04-11 14:46:19 main:574] : INFO : Epoch 1774 | loss: 0.0312097 | val_loss: 0.031217 | Time: 1985.73 ms
[2022-04-11 14:46:21 main:574] : INFO : Epoch 1775 | loss: 0.031209 | val_loss: 0.0312189 | Time: 1963.02 ms
[2022-04-11 14:46:23 main:574] : INFO : Epoch 1776 | loss: 0.0312088 | val_loss: 0.0312211 | Time: 1977.86 ms
[2022-04-11 14:46:25 main:574] : INFO : Epoch 1777 | loss: 0.0312075 | val_loss: 0.0312188 | Time: 2016.67 ms
[2022-04-11 14:46:27 main:574] : INFO : Epoch 1778 | loss: 0.0312078 | val_loss: 0.0312172 | Time: 1981.66 ms
[2022-04-11 14:46:29 main:574] : INFO : Epoch 1779 | loss: 0.0312102 | val_loss: 0.0312185 | Time: 2001.37 ms
[2022-04-11 14:46:31 main:574] : INFO : Epoch 1780 | loss: 0.0312094 | val_loss: 0.0312217 | Time: 1951.61 ms
[2022-04-11 14:46:33 main:574] : INFO : Epoch 1781 | loss: 0.0312102 | val_loss: 0.0312199 | Time: 1997.48 ms
[2022-04-11 14:46:35 main:574] : INFO : Epoch 1782 | loss: 0.0312093 | val_loss: 0.0312219 | Time: 2006.15 ms
[2022-04-11 14:46:37 main:574] : INFO : Epoch 1783 | loss: 0.0312088 | val_loss: 0.0312213 | Time: 1965.47 ms
[2022-04-11 14:46:39 main:574] : INFO : Epoch 1784 | loss: 0.0312079 | val_loss: 0.031219 | Time: 1841.21 ms
[2022-04-11 14:46:41 main:574] : INFO : Epoch 1785 | loss: 0.0312097 | val_loss: 0.03122 | Time: 1858.57 ms
[2022-04-11 14:46:43 main:574] : INFO : Epoch 1786 | loss: 0.031209 | val_loss: 0.0312162 | Time: 1831.6 ms
[2022-04-11 14:46:45 main:574] : INFO : Epoch 1787 | loss: 0.0312085 | val_loss: 0.0312171 | Time: 1822.3 ms
[2022-04-11 14:46:47 main:574] : INFO : Epoch 1788 | loss: 0.031209 | val_loss: 0.0312226 | Time: 1817.23 ms
[2022-04-11 14:46:48 main:574] : INFO : Epoch 1789 | loss: 0.0312098 | val_loss: 0.0312212 | Time: 1813.65 ms
[2022-04-11 14:46:50 main:574] : INFO : Epoch 1790 | loss: 0.0312069 | val_loss: 0.0312171 | Time: 1807.74 ms
[2022-04-11 14:46:52 main:574] : INFO : Epoch 1791 | loss: 0.0312066 | val_loss: 0.0312166 | Time: 1947.84 ms
[2022-04-11 14:46:54 main:574] : INFO : Epoch 1792 | loss: 0.031207 | val_loss: 0.0312162 | Time: 1885.67 ms
[2022-04-11 14:46:56 main:574] : INFO : Epoch 1793 | loss: 0.0312098 | val_loss: 0.0312175 | Time: 1963.65 ms
[2022-04-11 14:46:58 main:574] : INFO : Epoch 1794 | loss: 0.0312093 | val_loss: 0.0312166 | Time: 2260.26 ms
[2022-04-11 14:47:00 main:574] : INFO : Epoch 1795 | loss: 0.0312084 | val_loss: 0.031224 | Time: 2065.68 ms
[2022-04-11 14:47:02 main:574] : INFO : Epoch 1796 | loss: 0.031208 | val_loss: 0.0312203 | Time: 1883.28 ms
[2022-04-11 14:47:04 main:574] : INFO : Epoch 1797 | loss: 0.031207 | val_loss: 0.0312197 | Time: 1927.93 ms
[2022-04-11 14:47:06 main:574] : INFO : Epoch 1798 | loss: 0.0312072 | val_loss: 0.0312208 | Time: 1804.65 ms
[2022-04-11 14:47:08 main:574] : INFO : Epoch 1799 | loss: 0.0312069 | val_loss: 0.0312203 | Time: 1824.72 ms
[2022-04-11 14:47:10 main:574] : INFO : Epoch 1800 | loss: 0.0312093 | val_loss: 0.0312178 | Time: 2034.19 ms
[2022-04-11 14:47:12 main:574] : INFO : Epoch 1801 | loss: 0.0312084 | val_loss: 0.0312199 | Time: 1954.37 ms
[2022-04-11 14:47:14 main:574] : INFO : Epoch 1802 | loss: 0.0312078 | val_loss: 0.0312164 | Time: 1776.29 ms
[2022-04-11 14:47:16 main:574] : INFO : Epoch 1803 | loss: 0.0312073 | val_loss: 0.031219 | Time: 1773.56 ms
[2022-04-11 14:47:17 main:574] : INFO : Epoch 1804 | loss: 0.031207 | val_loss: 0.0312179 | Time: 1781.46 ms
[2022-04-11 14:47:19 main:574] : INFO : Epoch 1805 | loss: 0.031208 | val_loss: 0.0312206 | Time: 1772.43 ms
[2022-04-11 14:47:21 main:574] : INFO : Epoch 1806 | loss: 0.0312095 | val_loss: 0.0312173 | Time: 1810.3 ms
[2022-04-11 14:47:23 main:574] : INFO : Epoch 1807 | loss: 0.0312079 | val_loss: 0.0312189 | Time: 1854.67 ms
[2022-04-11 14:47:25 main:574] : INFO : Epoch 1808 | loss: 0.0312081 | val_loss: 0.0312174 | Time: 1863.48 ms
[2022-04-11 14:47:27 main:574] : INFO : Epoch 1809 | loss: 0.031207 | val_loss: 0.0312171 | Time: 1873.82 ms
[2022-04-11 14:47:28 main:574] : INFO : Epoch 1810 | loss: 0.0312074 | val_loss: 0.0312176 | Time: 1865.76 ms
[2022-04-11 14:47:30 main:574] : INFO : Epoch 1811 | loss: 0.0312071 | val_loss: 0.0312189 | Time: 1859.95 ms
[2022-04-11 14:47:32 main:574] : INFO : Epoch 1812 | loss: 0.0312084 | val_loss: 0.0312169 | Time: 1921.08 ms
[2022-04-11 14:47:34 main:574] : INFO : Epoch 1813 | loss: 0.0312077 | val_loss: 0.0312184 | Time: 1981.3 ms
[2022-04-11 14:47:36 main:574] : INFO : Epoch 1814 | loss: 0.0312067 | val_loss: 0.0312158 | Time: 1962.37 ms
[2022-04-11 14:47:38 main:574] : INFO : Epoch 1815 | loss: 0.0312074 | val_loss: 0.0312173 | Time: 1953.93 ms
[2022-04-11 14:47:40 main:574] : INFO : Epoch 1816 | loss: 0.0312076 | val_loss: 0.0312163 | Time: 1968.2 ms
[2022-04-11 14:47:42 main:574] : INFO : Epoch 1817 | loss: 0.0312073 | val_loss: 0.031217 | Time: 1930.86 ms
[2022-04-11 14:47:44 main:574] : INFO : Epoch 1818 | loss: 0.0312077 | val_loss: 0.0312162 | Time: 1946.26 ms
[2022-04-11 14:47:46 main:574] : INFO : Epoch 1819 | loss: 0.0312068 | val_loss: 0.0312167 | Time: 1968.74 ms
[2022-04-11 14:47:48 main:574] : INFO : Epoch 1820 | loss: 0.0312065 | val_loss: 0.0312168 | Time: 1928.94 ms
[2022-04-11 14:47:50 main:574] : INFO : Epoch 1821 | loss: 0.0312078 | val_loss: 0.031217 | Time: 1959.57 ms
[2022-04-11 14:47:52 main:574] : INFO : Epoch 1822 | loss: 0.0312077 | val_loss: 0.03122 | Time: 1892.89 ms
[2022-04-11 14:47:54 main:574] : INFO : Epoch 1823 | loss: 0.0312111 | val_loss: 0.0312228 | Time: 1988.18 ms
[2022-04-11 14:47:56 main:574] : INFO : Epoch 1824 | loss: 0.0312079 | val_loss: 0.0312169 | Time: 1968.5 ms
[2022-04-11 14:47:58 main:574] : INFO : Epoch 1825 | loss: 0.0312073 | val_loss: 0.0312166 | Time: 1952.42 ms
[2022-04-11 14:48:00 main:574] : INFO : Epoch 1826 | loss: 0.0312068 | val_loss: 0.0312158 | Time: 1989.92 ms
[2022-04-11 14:48:02 main:574] : INFO : Epoch 1827 | loss: 0.0312083 | val_loss: 0.0312179 | Time: 1925.7 ms
[2022-04-11 14:48:04 main:574] : INFO : Epoch 1828 | loss: 0.0312081 | val_loss: 0.0312194 | Time: 1943.3 ms
[2022-04-11 14:48:06 main:574] : INFO : Epoch 1829 | loss: 0.0312086 | val_loss: 0.031216 | Time: 1939.53 ms
[2022-04-11 14:48:07 main:574] : INFO : Epoch 1830 | loss: 0.0312081 | val_loss: 0.0312193 | Time: 1891.19 ms
[2022-04-11 14:48:09 main:574] : INFO : Epoch 1831 | loss: 0.0312087 | val_loss: 0.0312184 | Time: 1923.02 ms
[2022-04-11 14:48:11 main:574] : INFO : Epoch 1832 | loss: 0.0312075 | val_loss: 0.0312204 | Time: 1903.96 ms
[2022-04-11 14:48:13 main:574] : INFO : Epoch 1833 | loss: 0.0312088 | val_loss: 0.0312171 | Time: 1904.45 ms
[2022-04-11 14:48:15 main:574] : INFO : Epoch 1834 | loss: 0.0312073 | val_loss: 0.031217 | Time: 1925.01 ms
[2022-04-11 14:48:17 main:574] : INFO : Epoch 1835 | loss: 0.031207 | val_loss: 0.0312171 | Time: 1910.87 ms
[2022-04-11 14:48:19 main:574] : INFO : Epoch 1836 | loss: 0.0312068 | val_loss: 0.0312214 | Time: 1942.7 ms
[2022-04-11 14:48:21 main:574] : INFO : Epoch 1837 | loss: 0.0312077 | val_loss: 0.0312235 | Time: 1931.46 ms
[2022-04-11 14:48:23 main:574] : INFO : Epoch 1838 | loss: 0.03121 | val_loss: 0.0312161 | Time: 1938.23 ms
[2022-04-11 14:48:25 main:574] : INFO : Epoch 1839 | loss: 0.0312136 | val_loss: 0.0312198 | Time: 1959.37 ms
[2022-04-11 14:48:27 main:574] : INFO : Epoch 1840 | loss: 0.0312086 | val_loss: 0.0312174 | Time: 1952.21 ms
[2022-04-11 14:48:29 main:574] : INFO : Epoch 1841 | loss: 0.0312085 | val_loss: 0.0312218 | Time: 1940.04 ms
[2022-04-11 14:48:31 main:574] : INFO : Epoch 1842 | loss: 0.0312083 | val_loss: 0.0312179 | Time: 1974.19 ms
[2022-04-11 14:48:33 main:574] : INFO : Epoch 1843 | loss: 0.0312072 | val_loss: 0.0312191 | Time: 1959.54 ms
[2022-04-11 14:48:35 main:574] : INFO : Epoch 1844 | loss: 0.0312079 | val_loss: 0.0312205 | Time: 1967.9 ms
[2022-04-11 14:48:37 main:574] : INFO : Epoch 1845 | loss: 0.0312086 | val_loss: 0.0312189 | Time: 1938.16 ms
[2022-04-11 14:48:39 main:574] : INFO : Epoch 1846 | loss: 0.0312097 | val_loss: 0.0312162 | Time: 1957.22 ms
[2022-04-11 14:48:41 main:574] : INFO : Epoch 1847 | loss: 0.0312072 | val_loss: 0.0312209 | Time: 1962.91 ms
[2022-04-11 14:48:43 main:574] : INFO : Epoch 1848 | loss: 0.0312079 | val_loss: 0.031216 | Time: 1916.82 ms
[2022-04-11 14:48:44 main:574] : INFO : Epoch 1849 | loss: 0.031207 | val_loss: 0.0312166 | Time: 1947.33 ms
[2022-04-11 14:48:46 main:574] : INFO : Epoch 1850 | loss: 0.0312068 | val_loss: 0.0312171 | Time: 1930.08 ms
[2022-04-11 14:48:48 main:574] : INFO : Epoch 1851 | loss: 0.0312091 | val_loss: 0.0312197 | Time: 1957.45 ms
[2022-04-11 14:48:50 main:574] : INFO : Epoch 1852 | loss: 0.0312095 | val_loss: 0.0312164 | Time: 1961.26 ms
[2022-04-11 14:48:52 main:574] : INFO : Epoch 1853 | loss: 0.0312081 | val_loss: 0.0312165 | Time: 1957.86 ms
[2022-04-11 14:48:54 main:574] : INFO : Epoch 1854 | loss: 0.0312069 | val_loss: 0.0312196 | Time: 1984.92 ms
[2022-04-11 14:48:56 main:574] : INFO : Epoch 1855 | loss: 0.0312071 | val_loss: 0.0312176 | Time: 1975.93 ms
[2022-04-11 14:48:58 main:574] : INFO : Epoch 1856 | loss: 0.0312073 | val_loss: 0.0312213 | Time: 1970.66 ms
[2022-04-11 14:49:00 main:574] : INFO : Epoch 1857 | loss: 0.0312105 | val_loss: 0.0312212 | Time: 2005.52 ms
[2022-04-11 14:49:02 main:574] : INFO : Epoch 1858 | loss: 0.0312081 | val_loss: 0.0312188 | Time: 1919.31 ms
[2022-04-11 14:49:04 main:574] : INFO : Epoch 1859 | loss: 0.0312068 | val_loss: 0.0312158 | Time: 1950.16 ms
[2022-04-11 14:49:06 main:574] : INFO : Epoch 1860 | loss: 0.0312079 | val_loss: 0.031216 | Time: 1943.33 ms
[2022-04-11 14:49:08 main:574] : INFO : Epoch 1861 | loss: 0.0312071 | val_loss: 0.0312162 | Time: 1935.52 ms
[2022-04-11 14:49:10 main:574] : INFO : Epoch 1862 | loss: 0.031207 | val_loss: 0.0312193 | Time: 1963.36 ms
[2022-04-11 14:49:12 main:574] : INFO : Epoch 1863 | loss: 0.031208 | val_loss: 0.0312192 | Time: 1915.59 ms
[2022-04-11 14:49:14 main:574] : INFO : Epoch 1864 | loss: 0.0312071 | val_loss: 0.0312167 | Time: 1941.75 ms
[2022-04-11 14:49:16 main:574] : INFO : Epoch 1865 | loss: 0.0312071 | val_loss: 0.0312203 | Time: 1933.95 ms
[2022-04-11 14:49:18 main:574] : INFO : Epoch 1866 | loss: 0.0312081 | val_loss: 0.0312193 | Time: 1907.48 ms
[2022-04-11 14:49:20 main:574] : INFO : Epoch 1867 | loss: 0.0312093 | val_loss: 0.0312208 | Time: 1971.06 ms
[2022-04-11 14:49:22 main:574] : INFO : Epoch 1868 | loss: 0.0312081 | val_loss: 0.0312171 | Time: 1930.3 ms
[2022-04-11 14:49:24 main:574] : INFO : Epoch 1869 | loss: 0.0312072 | val_loss: 0.0312161 | Time: 1977.21 ms
[2022-04-11 14:49:26 main:574] : INFO : Epoch 1870 | loss: 0.0312082 | val_loss: 0.0312216 | Time: 1980.39 ms
[2022-04-11 14:49:28 main:574] : INFO : Epoch 1871 | loss: 0.0312073 | val_loss: 0.0312157 | Time: 1944.5 ms
[2022-04-11 14:49:30 main:574] : INFO : Epoch 1872 | loss: 0.0312102 | val_loss: 0.0312169 | Time: 1946.22 ms
[2022-04-11 14:49:32 main:574] : INFO : Epoch 1873 | loss: 0.0312081 | val_loss: 0.0312185 | Time: 1931.32 ms
[2022-04-11 14:49:33 main:574] : INFO : Epoch 1874 | loss: 0.0312092 | val_loss: 0.0312222 | Time: 1929.08 ms
[2022-04-11 14:49:35 main:574] : INFO : Epoch 1875 | loss: 0.031207 | val_loss: 0.0312192 | Time: 1948.6 ms
[2022-04-11 14:49:37 main:574] : INFO : Epoch 1876 | loss: 0.0312071 | val_loss: 0.031219 | Time: 1919.04 ms
[2022-04-11 14:49:39 main:574] : INFO : Epoch 1877 | loss: 0.0312076 | val_loss: 0.0312159 | Time: 1967.29 ms
[2022-04-11 14:49:41 main:574] : INFO : Epoch 1878 | loss: 0.0312069 | val_loss: 0.0312165 | Time: 1950.95 ms
[2022-04-11 14:49:43 main:574] : INFO : Epoch 1879 | loss: 0.0312076 | val_loss: 0.0312169 | Time: 1944.48 ms
[2022-04-11 14:49:45 main:574] : INFO : Epoch 1880 | loss: 0.0312099 | val_loss: 0.0312176 | Time: 1968.25 ms
[2022-04-11 14:49:47 main:574] : INFO : Epoch 1881 | loss: 0.031209 | val_loss: 0.0312159 | Time: 1924.95 ms
[2022-04-11 14:49:49 main:574] : INFO : Epoch 1882 | loss: 0.0312078 | val_loss: 0.0312225 | Time: 1970.6 ms
[2022-04-11 14:49:51 main:574] : INFO : Epoch 1883 | loss: 0.0312085 | val_loss: 0.0312262 | Time: 1964.61 ms
[2022-04-11 14:49:53 main:574] : INFO : Epoch 1884 | loss: 0.0312094 | val_loss: 0.0312181 | Time: 1942.94 ms
[2022-04-11 14:49:55 main:574] : INFO : Epoch 1885 | loss: 0.0312089 | val_loss: 0.0312207 | Time: 1982.08 ms
[2022-04-11 14:49:57 main:574] : INFO : Epoch 1886 | loss: 0.031209 | val_loss: 0.0312174 | Time: 1967.59 ms
[2022-04-11 14:49:59 main:574] : INFO : Epoch 1887 | loss: 0.0312087 | val_loss: 0.0312167 | Time: 1986.63 ms
[2022-04-11 14:50:01 main:574] : INFO : Epoch 1888 | loss: 0.0312083 | val_loss: 0.031222 | Time: 1961.92 ms
[2022-04-11 14:50:03 main:574] : INFO : Epoch 1889 | loss: 0.0312077 | val_loss: 0.0312191 | Time: 1936.13 ms
[2022-04-11 14:50:05 main:574] : INFO : Epoch 1890 | loss: 0.031207 | val_loss: 0.0312168 | Time: 1946.3 ms
[2022-04-11 14:50:07 main:574] : INFO : Epoch 1891 | loss: 0.031208 | val_loss: 0.031218 | Time: 1910.75 ms
[2022-04-11 14:50:09 main:574] : INFO : Epoch 1892 | loss: 0.0312074 | val_loss: 0.031218 | Time: 1948.33 ms
[2022-04-11 14:50:11 main:574] : INFO : Epoch 1893 | loss: 0.0312071 | val_loss: 0.0312179 | Time: 1936.15 ms
[2022-04-11 14:50:13 main:574] : INFO : Epoch 1894 | loss: 0.0312079 | val_loss: 0.0312178 | Time: 1905.58 ms
[2022-04-11 14:50:15 main:574] : INFO : Epoch 1895 | loss: 0.0312077 | val_loss: 0.0312167 | Time: 1941.01 ms
[2022-04-11 14:50:16 main:574] : INFO : Epoch 1896 | loss: 0.0312077 | val_loss: 0.0312163 | Time: 1918.02 ms
[2022-04-11 14:50:18 main:574] : INFO : Epoch 1897 | loss: 0.0312079 | val_loss: 0.0312157 | Time: 1945.67 ms
[2022-04-11 14:50:20 main:574] : INFO : Epoch 1898 | loss: 0.0312087 | val_loss: 0.0312158 | Time: 1943.22 ms
[2022-04-11 14:50:22 main:574] : INFO : Epoch 1899 | loss: 0.0312073 | val_loss: 0.031216 | Time: 1904.42 ms
[2022-04-11 14:50:24 main:574] : INFO : Epoch 1900 | loss: 0.0312085 | val_loss: 0.0312161 | Time: 1944.01 ms
[2022-04-11 14:50:26 main:574] : INFO : Epoch 1901 | loss: 0.0312076 | val_loss: 0.0312164 | Time: 1922.27 ms
[2022-04-11 14:50:28 main:574] : INFO : Epoch 1902 | loss: 0.0312085 | val_loss: 0.0312158 | Time: 1966.26 ms
[2022-04-11 14:50:30 main:574] : INFO : Epoch 1903 | loss: 0.0312084 | val_loss: 0.0312166 | Time: 1976.64 ms
[2022-04-11 14:50:32 main:574] : INFO : Epoch 1904 | loss: 0.0312074 | val_loss: 0.0312161 | Time: 1973.02 ms
[2022-04-11 14:50:34 main:574] : INFO : Epoch 1905 | loss: 0.0312071 | val_loss: 0.031217 | Time: 1948.56 ms
[2022-04-11 14:50:36 main:574] : INFO : Epoch 1906 | loss: 0.0312071 | val_loss: 0.0312235 | Time: 1956.47 ms
[2022-04-11 14:50:38 main:574] : INFO : Epoch 1907 | loss: 0.0312108 | val_loss: 0.0312227 | Time: 1921.47 ms
[2022-04-11 14:50:40 main:574] : INFO : Epoch 1908 | loss: 0.031208 | val_loss: 0.0312166 | Time: 1960.47 ms
[2022-04-11 14:50:42 main:574] : INFO : Epoch 1909 | loss: 0.0312082 | val_loss: 0.0312173 | Time: 1922.9 ms
[2022-04-11 14:50:44 main:574] : INFO : Epoch 1910 | loss: 0.0312084 | val_loss: 0.031216 | Time: 1970.04 ms
[2022-04-11 14:50:46 main:574] : INFO : Epoch 1911 | loss: 0.0312091 | val_loss: 0.0312166 | Time: 1994.76 ms
[2022-04-11 14:50:48 main:574] : INFO : Epoch 1912 | loss: 0.0312105 | val_loss: 0.0312209 | Time: 1904.69 ms
[2022-04-11 14:50:50 main:574] : INFO : Epoch 1913 | loss: 0.0312086 | val_loss: 0.0312179 | Time: 1943.1 ms
[2022-04-11 14:50:52 main:574] : INFO : Epoch 1914 | loss: 0.0312083 | val_loss: 0.0312199 | Time: 1905.25 ms
[2022-04-11 14:50:54 main:574] : INFO : Epoch 1915 | loss: 0.031208 | val_loss: 0.0312188 | Time: 1934.93 ms
[2022-04-11 14:50:56 main:574] : INFO : Epoch 1916 | loss: 0.0312072 | val_loss: 0.0312184 | Time: 1938.65 ms
[2022-04-11 14:50:57 main:574] : INFO : Epoch 1917 | loss: 0.0312067 | val_loss: 0.0312183 | Time: 1935.12 ms
[2022-04-11 14:50:59 main:574] : INFO : Epoch 1918 | loss: 0.0312096 | val_loss: 0.0312218 | Time: 1941.39 ms
[2022-04-11 14:51:01 main:574] : INFO : Epoch 1919 | loss: 0.0312098 | val_loss: 0.0312207 | Time: 1937.68 ms
[2022-04-11 14:51:03 main:574] : INFO : Epoch 1920 | loss: 0.0312083 | val_loss: 0.0312211 | Time: 1998.37 ms
[2022-04-11 14:51:05 main:574] : INFO : Epoch 1921 | loss: 0.0312092 | val_loss: 0.0312196 | Time: 1957.55 ms
[2022-04-11 14:51:07 main:574] : INFO : Epoch 1922 | loss: 0.0312083 | val_loss: 0.0312193 | Time: 1925.74 ms
[2022-04-11 14:51:09 main:574] : INFO : Epoch 1923 | loss: 0.031209 | val_loss: 0.031222 | Time: 1958.78 ms
[2022-04-11 14:51:11 main:574] : INFO : Epoch 1924 | loss: 0.031209 | val_loss: 0.0312184 | Time: 1933.52 ms
[2022-04-11 14:51:13 main:574] : INFO : Epoch 1925 | loss: 0.0312072 | val_loss: 0.0312182 | Time: 1910.33 ms
[2022-04-11 14:51:15 main:574] : INFO : Epoch 1926 | loss: 0.0312099 | val_loss: 0.0312168 | Time: 1934.68 ms
[2022-04-11 14:51:17 main:574] : INFO : Epoch 1927 | loss: 0.031207 | val_loss: 0.0312186 | Time: 1906.9 ms
[2022-04-11 14:51:19 main:574] : INFO : Epoch 1928 | loss: 0.0312074 | val_loss: 0.0312201 | Time: 1931.83 ms
[2022-04-11 14:51:21 main:574] : INFO : Epoch 1929 | loss: 0.0312076 | val_loss: 0.0312208 | Time: 1943.89 ms
[2022-04-11 14:51:23 main:574] : INFO : Epoch 1930 | loss: 0.031208 | val_loss: 0.0312192 | Time: 1912.73 ms
[2022-04-11 14:51:25 main:574] : INFO : Epoch 1931 | loss: 0.0312069 | val_loss: 0.0312178 | Time: 1943.36 ms
[2022-04-11 14:51:27 main:574] : INFO : Epoch 1932 | loss: 0.0312068 | val_loss: 0.0312169 | Time: 1932.68 ms
[2022-04-11 14:51:29 main:574] : INFO : Epoch 1933 | loss: 0.031208 | val_loss: 0.0312173 | Time: 1945.64 ms
[2022-04-11 14:51:31 main:574] : INFO : Epoch 1934 | loss: 0.0312098 | val_loss: 0.0312192 | Time: 1941.4 ms
[2022-04-11 14:51:33 main:574] : INFO : Epoch 1935 | loss: 0.0312086 | val_loss: 0.0312236 | Time: 1987.07 ms
[2022-04-11 14:51:35 main:574] : INFO : Epoch 1936 | loss: 0.0312085 | val_loss: 0.0312193 | Time: 1958.77 ms
[2022-04-11 14:51:36 main:574] : INFO : Epoch 1937 | loss: 0.0312077 | val_loss: 0.0312219 | Time: 1930.45 ms
[2022-04-11 14:51:38 main:574] : INFO : Epoch 1938 | loss: 0.0312103 | val_loss: 0.0312187 | Time: 1951.4 ms
[2022-04-11 14:51:40 main:574] : INFO : Epoch 1939 | loss: 0.0312101 | val_loss: 0.0312192 | Time: 1955.97 ms
[2022-04-11 14:51:42 main:574] : INFO : Epoch 1940 | loss: 0.0312072 | val_loss: 0.0312171 | Time: 1906.62 ms
[2022-04-11 14:51:44 main:574] : INFO : Epoch 1941 | loss: 0.0312075 | val_loss: 0.0312173 | Time: 1942.1 ms
[2022-04-11 14:51:46 main:574] : INFO : Epoch 1942 | loss: 0.0312071 | val_loss: 0.0312174 | Time: 1930.24 ms
[2022-04-11 14:51:48 main:574] : INFO : Epoch 1943 | loss: 0.0312072 | val_loss: 0.031219 | Time: 1932.84 ms
[2022-04-11 14:51:50 main:574] : INFO : Epoch 1944 | loss: 0.0312081 | val_loss: 0.0312171 | Time: 1933.62 ms
[2022-04-11 14:51:52 main:574] : INFO : Epoch 1945 | loss: 0.0312081 | val_loss: 0.031217 | Time: 1910.03 ms
[2022-04-11 14:51:54 main:574] : INFO : Epoch 1946 | loss: 0.0312081 | val_loss: 0.0312163 | Time: 1937.53 ms
[2022-04-11 14:51:56 main:574] : INFO : Epoch 1947 | loss: 0.0312077 | val_loss: 0.0312156 | Time: 1943.81 ms
[2022-04-11 14:51:58 main:574] : INFO : Epoch 1948 | loss: 0.0312079 | val_loss: 0.0312164 | Time: 1955.53 ms
[2022-04-11 14:52:00 main:574] : INFO : Epoch 1949 | loss: 0.0312074 | val_loss: 0.0312174 | Time: 1945.46 ms
[2022-04-11 14:52:02 main:574] : INFO : Epoch 1950 | loss: 0.0312076 | val_loss: 0.0312166 | Time: 1930.72 ms
[2022-04-11 14:52:04 main:574] : INFO : Epoch 1951 | loss: 0.0312081 | val_loss: 0.0312225 | Time: 1963.57 ms
[2022-04-11 14:52:06 main:574] : INFO : Epoch 1952 | loss: 0.0312073 | val_loss: 0.031218 | Time: 1970.97 ms
[2022-04-11 14:52:08 main:574] : INFO : Epoch 1953 | loss: 0.0312067 | val_loss: 0.0312175 | Time: 1929.74 ms
[2022-04-11 14:52:10 main:574] : INFO : Epoch 1954 | loss: 0.0312071 | val_loss: 0.0312206 | Time: 1962.31 ms
[2022-04-11 14:52:12 main:574] : INFO : Epoch 1955 | loss: 0.0312081 | val_loss: 0.0312185 | Time: 1932.85 ms
[2022-04-11 14:52:14 main:574] : INFO : Epoch 1956 | loss: 0.0312082 | val_loss: 0.0312215 | Time: 1941.99 ms
[2022-04-11 14:52:15 main:574] : INFO : Epoch 1957 | loss: 0.0312095 | val_loss: 0.0312169 | Time: 1934.25 ms
[2022-04-11 14:52:17 main:574] : INFO : Epoch 1958 | loss: 0.0312087 | val_loss: 0.0312188 | Time: 1908.39 ms
[2022-04-11 14:52:19 main:574] : INFO : Epoch 1959 | loss: 0.0312092 | val_loss: 0.0312175 | Time: 1935.15 ms
[2022-04-11 14:52:21 main:574] : INFO : Epoch 1960 | loss: 0.0312079 | val_loss: 0.0312175 | Time: 1929.39 ms
[2022-04-11 14:52:23 main:574] : INFO : Epoch 1961 | loss: 0.0312066 | val_loss: 0.0312169 | Time: 1934.08 ms
[2022-04-11 14:52:25 main:574] : INFO : Epoch 1962 | loss: 0.0312071 | val_loss: 0.0312162 | Time: 1972.23 ms
[2022-04-11 14:52:27 main:574] : INFO : Epoch 1963 | loss: 0.0312068 | val_loss: 0.0312175 | Time: 1954.95 ms
[2022-04-11 14:52:29 main:574] : INFO : Epoch 1964 | loss: 0.0312066 | val_loss: 0.0312177 | Time: 1964.33 ms
[2022-04-11 14:52:31 main:574] : INFO : Epoch 1965 | loss: 0.0312074 | val_loss: 0.0312213 | Time: 1959.16 ms
[2022-04-11 14:52:33 main:574] : INFO : Epoch 1966 | loss: 0.031208 | val_loss: 0.0312212 | Time: 1954.83 ms
[2022-04-11 14:52:35 main:574] : INFO : Epoch 1967 | loss: 0.0312095 | val_loss: 0.0312178 | Time: 1977.37 ms
[2022-04-11 14:52:37 main:574] : INFO : Epoch 1968 | loss: 0.0312067 | val_loss: 0.0312167 | Time: 1912.77 ms
[2022-04-11 14:52:39 main:574] : INFO : Epoch 1969 | loss: 0.0312077 | val_loss: 0.031217 | Time: 1940.78 ms
[2022-04-11 14:52:41 main:574] : INFO : Epoch 1970 | loss: 0.0312089 | val_loss: 0.0312192 | Time: 1944.72 ms
[2022-04-11 14:52:43 main:574] : INFO : Epoch 1971 | loss: 0.0312107 | val_loss: 0.0312198 | Time: 1921.3 ms
[2022-04-11 14:52:45 main:574] : INFO : Epoch 1972 | loss: 0.0312085 | val_loss: 0.0312247 | Time: 1957.56 ms
[2022-04-11 14:52:47 main:574] : INFO : Epoch 1973 | loss: 0.0312102 | val_loss: 0.031219 | Time: 1916.96 ms
[2022-04-11 14:52:49 main:574] : INFO : Epoch 1974 | loss: 0.0312092 | val_loss: 0.0312161 | Time: 1954.61 ms
[2022-04-11 14:52:51 main:574] : INFO : Epoch 1975 | loss: 0.0312083 | val_loss: 0.0312169 | Time: 1959.88 ms
[2022-04-11 14:52:53 main:574] : INFO : Epoch 1976 | loss: 0.0312088 | val_loss: 0.0312171 | Time: 1903.7 ms
[2022-04-11 14:52:55 main:574] : INFO : Epoch 1977 | loss: 0.0312068 | val_loss: 0.0312159 | Time: 1953.2 ms
[2022-04-11 14:52:56 main:574] : INFO : Epoch 1978 | loss: 0.0312071 | val_loss: 0.0312167 | Time: 1925.57 ms
[2022-04-11 14:52:58 main:574] : INFO : Epoch 1979 | loss: 0.0312067 | val_loss: 0.0312225 | Time: 1943.33 ms
[2022-04-11 14:53:00 main:574] : INFO : Epoch 1980 | loss: 0.0312085 | val_loss: 0.0312162 | Time: 1965.41 ms
[2022-04-11 14:53:02 main:574] : INFO : Epoch 1981 | loss: 0.0312078 | val_loss: 0.0312183 | Time: 1939.64 ms
[2022-04-11 14:53:04 main:574] : INFO : Epoch 1982 | loss: 0.0312088 | val_loss: 0.0312162 | Time: 1976.79 ms
[2022-04-11 14:53:06 main:574] : INFO : Epoch 1983 | loss: 0.0312089 | val_loss: 0.0312162 | Time: 1926.12 ms
[2022-04-11 14:53:08 main:574] : INFO : Epoch 1984 | loss: 0.0312092 | val_loss: 0.0312197 | Time: 1926.35 ms
[2022-04-11 14:53:10 main:574] : INFO : Epoch 1985 | loss: 0.0312079 | val_loss: 0.0312187 | Time: 1953.95 ms
[2022-04-11 14:53:12 main:574] : INFO : Epoch 1986 | loss: 0.0312077 | val_loss: 0.0312161 | Time: 1904.3 ms
[2022-04-11 14:53:14 main:574] : INFO : Epoch 1987 | loss: 0.0312077 | val_loss: 0.031218 | Time: 1966.62 ms
[2022-04-11 14:53:16 main:574] : INFO : Epoch 1988 | loss: 0.0312071 | val_loss: 0.0312175 | Time: 1957.68 ms
[2022-04-11 14:53:18 main:574] : INFO : Epoch 1989 | loss: 0.031208 | val_loss: 0.0312167 | Time: 1962.72 ms
[2022-04-11 14:53:20 main:574] : INFO : Epoch 1990 | loss: 0.0312075 | val_loss: 0.0312168 | Time: 1944.55 ms
[2022-04-11 14:53:22 main:574] : INFO : Epoch 1991 | loss: 0.0312071 | val_loss: 0.0312174 | Time: 1922.22 ms
[2022-04-11 14:53:24 main:574] : INFO : Epoch 1992 | loss: 0.0312067 | val_loss: 0.0312184 | Time: 1960.5 ms
[2022-04-11 14:53:26 main:574] : INFO : Epoch 1993 | loss: 0.0312083 | val_loss: 0.0312218 | Time: 1941.74 ms
[2022-04-11 14:53:28 main:574] : INFO : Epoch 1994 | loss: 0.0312111 | val_loss: 0.0312223 | Time: 1922.89 ms
[2022-04-11 14:53:30 main:574] : INFO : Epoch 1995 | loss: 0.0312098 | val_loss: 0.0312184 | Time: 1955.64 ms
[2022-04-11 14:53:32 main:574] : INFO : Epoch 1996 | loss: 0.0312099 | val_loss: 0.0312164 | Time: 1933.6 ms
[2022-04-11 14:53:34 main:574] : INFO : Epoch 1997 | loss: 0.0312083 | val_loss: 0.0312202 | Time: 1964.67 ms
[2022-04-11 14:53:36 main:574] : INFO : Epoch 1998 | loss: 0.0312068 | val_loss: 0.0312179 | Time: 1972.81 ms
[2022-04-11 14:53:37 main:574] : INFO : Epoch 1999 | loss: 0.0312084 | val_loss: 0.0312161 | Time: 1927.12 ms
[2022-04-11 14:53:39 main:574] : INFO : Epoch 2000 | loss: 0.031207 | val_loss: 0.0312201 | Time: 1973.44 ms
[2022-04-11 14:53:41 main:574] : INFO : Epoch 2001 | loss: 0.0312076 | val_loss: 0.03122 | Time: 1954.66 ms
[2022-04-11 14:53:43 main:574] : INFO : Epoch 2002 | loss: 0.0312071 | val_loss: 0.0312163 | Time: 1931.26 ms
[2022-04-11 14:53:45 main:574] : INFO : Epoch 2003 | loss: 0.0312072 | val_loss: 0.0312158 | Time: 1934.54 ms
[2022-04-11 14:53:47 main:574] : INFO : Epoch 2004 | loss: 0.0312075 | val_loss: 0.0312162 | Time: 1906.18 ms
[2022-04-11 14:53:49 main:574] : INFO : Epoch 2005 | loss: 0.0312077 | val_loss: 0.0312208 | Time: 1962.28 ms
[2022-04-11 14:53:51 main:574] : INFO : Epoch 2006 | loss: 0.0312067 | val_loss: 0.0312172 | Time: 1935.42 ms
[2022-04-11 14:53:53 main:574] : INFO : Epoch 2007 | loss: 0.031207 | val_loss: 0.031218 | Time: 1930.73 ms
[2022-04-11 14:53:55 main:574] : INFO : Epoch 2008 | loss: 0.0312091 | val_loss: 0.0312175 | Time: 1949.67 ms
[2022-04-11 14:53:57 main:574] : INFO : Epoch 2009 | loss: 0.0312086 | val_loss: 0.0312172 | Time: 1911 ms
[2022-04-11 14:53:59 main:574] : INFO : Epoch 2010 | loss: 0.0312075 | val_loss: 0.0312166 | Time: 1954.86 ms
[2022-04-11 14:54:01 main:574] : INFO : Epoch 2011 | loss: 0.0312073 | val_loss: 0.0312169 | Time: 1951.28 ms
[2022-04-11 14:54:03 main:574] : INFO : Epoch 2012 | loss: 0.0312077 | val_loss: 0.0312234 | Time: 1918.43 ms
[2022-04-11 14:54:05 main:574] : INFO : Epoch 2013 | loss: 0.0312091 | val_loss: 0.0312172 | Time: 1973.59 ms
[2022-04-11 14:54:07 main:574] : INFO : Epoch 2014 | loss: 0.0312082 | val_loss: 0.0312167 | Time: 1922.69 ms
[2022-04-11 14:54:09 main:574] : INFO : Epoch 2015 | loss: 0.0312076 | val_loss: 0.0312175 | Time: 1947.59 ms
[2022-04-11 14:54:11 main:574] : INFO : Epoch 2016 | loss: 0.0312086 | val_loss: 0.0312176 | Time: 1943.87 ms
[2022-04-11 14:54:13 main:574] : INFO : Epoch 2017 | loss: 0.0312086 | val_loss: 0.0312176 | Time: 1927.22 ms
[2022-04-11 14:54:15 main:574] : INFO : Epoch 2018 | loss: 0.0312111 | val_loss: 0.0312249 | Time: 1953.41 ms
[2022-04-11 14:54:16 main:574] : INFO : Epoch 2019 | loss: 0.0312095 | val_loss: 0.0312171 | Time: 1913.1 ms
[2022-04-11 14:54:18 main:574] : INFO : Epoch 2020 | loss: 0.0312095 | val_loss: 0.0312227 | Time: 1941.86 ms
[2022-04-11 14:54:20 main:574] : INFO : Epoch 2021 | loss: 0.0312092 | val_loss: 0.0312185 | Time: 1993.56 ms
[2022-04-11 14:54:22 main:574] : INFO : Epoch 2022 | loss: 0.0312071 | val_loss: 0.031218 | Time: 1958.23 ms
[2022-04-11 14:54:24 main:574] : INFO : Epoch 2023 | loss: 0.0312075 | val_loss: 0.0312178 | Time: 1994.26 ms
[2022-04-11 14:54:26 main:574] : INFO : Epoch 2024 | loss: 0.0312072 | val_loss: 0.0312206 | Time: 1960.56 ms
[2022-04-11 14:54:28 main:574] : INFO : Epoch 2025 | loss: 0.0312081 | val_loss: 0.0312166 | Time: 1949.4 ms
[2022-04-11 14:54:30 main:574] : INFO : Epoch 2026 | loss: 0.0312085 | val_loss: 0.0312214 | Time: 1954.66 ms
[2022-04-11 14:54:32 main:574] : INFO : Epoch 2027 | loss: 0.0312115 | val_loss: 0.0312236 | Time: 1937.71 ms
[2022-04-11 14:54:34 main:574] : INFO : Epoch 2028 | loss: 0.0312113 | val_loss: 0.031217 | Time: 1955.81 ms
[2022-04-11 14:54:36 main:574] : INFO : Epoch 2029 | loss: 0.031208 | val_loss: 0.0312172 | Time: 1976.05 ms
[2022-04-11 14:54:38 main:574] : INFO : Epoch 2030 | loss: 0.0312084 | val_loss: 0.0312179 | Time: 1944.14 ms
[2022-04-11 14:54:40 main:574] : INFO : Epoch 2031 | loss: 0.0312089 | val_loss: 0.0312174 | Time: 1947.45 ms
[2022-04-11 14:54:42 main:574] : INFO : Epoch 2032 | loss: 0.0312084 | val_loss: 0.0312181 | Time: 1920.54 ms
[2022-04-11 14:54:44 main:574] : INFO : Epoch 2033 | loss: 0.0312079 | val_loss: 0.0312179 | Time: 1948.88 ms
[2022-04-11 14:54:46 main:574] : INFO : Epoch 2034 | loss: 0.0312076 | val_loss: 0.031217 | Time: 1942.31 ms
[2022-04-11 14:54:48 main:574] : INFO : Epoch 2035 | loss: 0.0312091 | val_loss: 0.0312169 | Time: 1930.98 ms
[2022-04-11 14:54:50 main:574] : INFO : Epoch 2036 | loss: 0.0312092 | val_loss: 0.0312184 | Time: 1975.62 ms
[2022-04-11 14:54:52 main:574] : INFO : Epoch 2037 | loss: 0.0312074 | val_loss: 0.0312168 | Time: 1931.4 ms
[2022-04-11 14:54:54 main:574] : INFO : Epoch 2038 | loss: 0.0312073 | val_loss: 0.0312157 | Time: 1980.18 ms
[2022-04-11 14:54:56 main:574] : INFO : Epoch 2039 | loss: 0.0312081 | val_loss: 0.0312165 | Time: 1970.57 ms
[2022-04-11 14:54:58 main:574] : INFO : Epoch 2040 | loss: 0.0312081 | val_loss: 0.0312184 | Time: 1936.39 ms
[2022-04-11 14:55:00 main:574] : INFO : Epoch 2041 | loss: 0.0312093 | val_loss: 0.0312173 | Time: 1963.01 ms
[2022-04-11 14:55:02 main:574] : INFO : Epoch 2042 | loss: 0.0312082 | val_loss: 0.0312213 | Time: 1936.62 ms
[2022-04-11 14:55:04 main:574] : INFO : Epoch 2043 | loss: 0.0312074 | val_loss: 0.0312163 | Time: 1963.85 ms
[2022-04-11 14:55:06 main:574] : INFO : Epoch 2044 | loss: 0.0312077 | val_loss: 0.0312176 | Time: 1984.54 ms
[2022-04-11 14:55:08 main:574] : INFO : Epoch 2045 | loss: 0.0312075 | val_loss: 0.0312199 | Time: 1939.23 ms
[2022-04-11 14:55:10 main:574] : INFO : Epoch 2046 | loss: 0.0312091 | val_loss: 0.0312215 | Time: 1996.91 ms
[2022-04-11 14:55:11 main:574] : INFO : Epoch 2047 | loss: 0.0312088 | val_loss: 0.0312188 | Time: 1949.73 ms
[2022-04-11 14:55:13 main:574] : INFO : Epoch 2048 | loss: 0.0312068 | val_loss: 0.0312182 | Time: 1981.33 ms
[2022-04-11 14:55:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312182
[2022-04-11 14:55:14 main:603] : INFO : Saving end state to config to file
[2022-04-11 14:55:14 main:608] : INFO : Success, exiting..
14:55:14 (17980): 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)