Task 11451679
| Name | ParityModified-1639960170-14655-3-0_0 |
| Workunit | 8684463 |
| Created | 9 Feb 2022, 8:50:15 UTC |
| Sent | 24 Feb 2022, 8:07:43 UTC |
| Report deadline | 4 Mar 2022, 8:07:43 UTC |
| Received | 24 Feb 2022, 11:28:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 5 min 12 sec |
| CPU time | 1 hours 1 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,455.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :49:59 main:574] : INFO : Epoch 1567 | loss: 0.0312226 | val_loss: 0.031227 | Time: 1868.38 ms [2022-02-24 01:50:01 main:574] : INFO : Epoch 1568 | loss: 0.0312241 | val_loss: 0.0312248 | Time: 1964.17 ms [2022-02-24 01:50:03 main:574] : INFO : Epoch 1569 | loss: 0.0312234 | val_loss: 0.0312274 | Time: 1823.09 ms [2022-02-24 01:50:05 main:574] : INFO : Epoch 1570 | loss: 0.0312242 | val_loss: 0.0312246 | Time: 1946.72 ms [2022-02-24 01:50:07 main:574] : INFO : Epoch 1571 | loss: 0.0312226 | val_loss: 0.0312257 | Time: 1971.19 ms [2022-02-24 01:50:08 main:574] : INFO : Epoch 1572 | loss: 0.0312241 | val_loss: 0.0312255 | Time: 1884.73 ms [2022-02-24 01:50:10 main:574] : INFO : Epoch 1573 | loss: 0.0312236 | val_loss: 0.031225 | Time: 1862.07 ms [2022-02-24 01:50:12 main:574] : INFO : Epoch 1574 | loss: 0.0312229 | val_loss: 0.0312256 | Time: 1808.79 ms [2022-02-24 01:50:14 main:574] : INFO : Epoch 1575 | loss: 0.0312241 | val_loss: 0.0312252 | Time: 1836.13 ms [2022-02-24 01:50:16 main:574] : INFO : Epoch 1576 | loss: 0.0312232 | val_loss: 0.0312252 | Time: 1797.77 ms [2022-02-24 01:50:18 main:574] : INFO : Epoch 1577 | loss: 0.0312227 | val_loss: 0.0312259 | Time: 1813.5 ms [2022-02-24 01:50:19 main:574] : INFO : Epoch 1578 | loss: 0.0312228 | val_loss: 0.0312247 | Time: 1794.58 ms [2022-02-24 01:50:21 main:574] : INFO : Epoch 1579 | loss: 0.0312231 | val_loss: 0.0312254 | Time: 1923.94 ms [2022-02-24 01:50:23 main:574] : INFO : Epoch 1580 | loss: 0.0312237 | val_loss: 0.0312247 | Time: 1794.43 ms [2022-02-24 01:50:25 main:574] : INFO : Epoch 1581 | loss: 0.0312241 | val_loss: 0.031227 | Time: 1790.48 ms [2022-02-24 01:50:27 main:574] : INFO : Epoch 1582 | loss: 0.0312238 | val_loss: 0.0312272 | Time: 1934.72 ms [2022-02-24 01:50:29 main:574] : INFO : Epoch 1583 | loss: 0.031223 | val_loss: 0.0312248 | Time: 1869.72 ms [2022-02-24 01:50:31 main:574] : INFO : Epoch 1584 | loss: 0.031223 | val_loss: 0.0312253 | Time: 1873.9 ms [2022-02-24 01:50:33 main:574] : INFO : Epoch 1585 | loss: 0.0312226 | val_loss: 0.0312244 | Time: 1781.81 ms [2022-02-24 01:50:34 main:574] : INFO : Epoch 1586 | loss: 0.0312227 | val_loss: 0.0312272 | Time: 1797.62 ms [2022-02-24 01:50:36 main:574] : INFO : Epoch 1587 | loss: 0.0312253 | val_loss: 0.031227 | Time: 1840.45 ms [2022-02-24 01:50:38 main:574] : INFO : Epoch 1588 | loss: 0.0312227 | val_loss: 0.0312245 | Time: 1982.84 ms [2022-02-24 01:50:40 main:574] : INFO : Epoch 1589 | loss: 0.0312233 | val_loss: 0.0312267 | Time: 1791.89 ms [2022-02-24 01:50:42 main:574] : INFO : Epoch 1590 | loss: 0.0312224 | val_loss: 0.0312249 | Time: 1806.05 ms [2022-02-24 01:50:44 main:574] : INFO : Epoch 1591 | loss: 0.0312223 | val_loss: 0.0312257 | Time: 1862.22 ms [2022-02-24 01:50:46 main:574] : INFO : Epoch 1592 | loss: 0.0312231 | val_loss: 0.0312248 | Time: 1850.17 ms [2022-02-24 01:50:47 main:574] : INFO : Epoch 1593 | loss: 0.0312229 | val_loss: 0.0312301 | Time: 1828.08 ms [2022-02-24 01:50:49 main:574] : INFO : Epoch 1594 | loss: 0.0312245 | val_loss: 0.0312264 | Time: 1872.1 ms [2022-02-24 01:50:51 main:574] : INFO : Epoch 1595 | loss: 0.0312226 | val_loss: 0.0312255 | Time: 1800.46 ms [2022-02-24 01:50:53 main:574] : INFO : Epoch 1596 | loss: 0.031222 | val_loss: 0.0312264 | Time: 1922.07 ms [2022-02-24 01:50:55 main:574] : INFO : Epoch 1597 | loss: 0.0312221 | val_loss: 0.031224 | Time: 1805.27 ms [2022-02-24 01:50:57 main:574] : INFO : Epoch 1598 | loss: 0.0312211 | val_loss: 0.0312245 | Time: 1908.63 ms [2022-02-24 01:50:59 main:574] : INFO : Epoch 1599 | loss: 0.0312224 | val_loss: 0.0312246 | Time: 1826.01 ms [2022-02-24 01:51:01 main:574] : INFO : Epoch 1600 | loss: 0.0312225 | val_loss: 0.0312243 | Time: 1907.46 ms [2022-02-24 01:51:03 main:574] : INFO : Epoch 1601 | loss: 0.0312208 | val_loss: 0.0312242 | Time: 2002.8 ms [2022-02-24 01:51:05 main:574] : INFO : Epoch 1602 | loss: 0.0312226 | val_loss: 0.0312272 | Time: 1939.43 ms [2022-02-24 01:51:06 main:574] : INFO : Epoch 1603 | loss: 0.0312235 | val_loss: 0.0312241 | Time: 1809.18 ms [2022-02-24 01:51:08 main:574] : INFO : Epoch 1604 | loss: 0.0312214 | val_loss: 0.031225 | Time: 1858.32 ms [2022-02-24 01:51:10 main:574] : INFO : Epoch 1605 | loss: 0.0312213 | val_loss: 0.0312244 | Time: 1802.18 ms [2022-02-24 01:51:12 main:574] : INFO : Epoch 1606 | loss: 0.0312214 | val_loss: 0.031224 | Time: 1772.71 ms [2022-02-24 01:51:14 main:574] : INFO : Epoch 1607 | loss: 0.031222 | val_loss: 0.0312243 | Time: 1968.01 ms [2022-02-24 01:51:16 main:574] : INFO : Epoch 1608 | loss: 0.0312225 | val_loss: 0.0312261 | Time: 1848.19 ms [2022-02-24 01:51:18 main:574] : INFO : Epoch 1609 | loss: 0.0312214 | val_loss: 0.0312244 | Time: 1958.71 ms [2022-02-24 01:51:20 main:574] : INFO : Epoch 1610 | loss: 0.0312212 | val_loss: 0.0312246 | Time: 1974.27 ms [2022-02-24 01:51:22 main:574] : INFO : Epoch 1611 | loss: 0.0312217 | val_loss: 0.031224 | Time: 1886.4 ms [2022-02-24 01:51:23 main:574] : INFO : Epoch 1612 | loss: 0.0312218 | val_loss: 0.0312273 | Time: 1905.36 ms [2022-02-24 01:51:25 main:574] : INFO : Epoch 1613 | loss: 0.0312233 | val_loss: 0.0312271 | Time: 1787.18 ms [2022-02-24 01:51:27 main:574] : INFO : Epoch 1614 | loss: 0.0312234 | val_loss: 0.0312261 | Time: 1868.46 ms [2022-02-24 01:51:29 main:574] : INFO : Epoch 1615 | loss: 0.0312258 | val_loss: 0.0312272 | Time: 1817.83 ms [2022-02-24 01:51:31 main:574] : INFO : Epoch 1616 | loss: 0.0312227 | val_loss: 0.0312244 | Time: 1859.31 ms [2022-02-24 01:51:33 main:574] : INFO : Epoch 1617 | loss: 0.0312217 | val_loss: 0.0312247 | Time: 1830.63 ms [2022-02-24 01:51:35 main:574] : INFO : Epoch 1618 | loss: 0.0312217 | val_loss: 0.0312244 | Time: 1795.61 ms [2022-02-24 01:51:36 main:574] : INFO : Epoch 1619 | loss: 0.0312226 | val_loss: 0.0312253 | Time: 1807.26 ms [2022-02-24 01:51:38 main:574] : INFO : Epoch 1620 | loss: 0.031222 | val_loss: 0.0312257 | Time: 1835.98 ms [2022-02-24 01:51:40 main:574] : INFO : Epoch 1621 | loss: 0.0312217 | val_loss: 0.031225 | Time: 1848.69 ms [2022-02-24 01:51:42 main:574] : INFO : Epoch 1622 | loss: 0.0312221 | val_loss: 0.031226 | Time: 1812.39 ms [2022-02-24 01:51:44 main:574] : INFO : Epoch 1623 | loss: 0.0312214 | val_loss: 0.0312247 | Time: 1842 ms [2022-02-24 01:51:46 main:574] : INFO : Epoch 1624 | loss: 0.0312227 | val_loss: 0.0312245 | Time: 1883.11 ms [2022-02-24 01:51:48 main:574] : INFO : Epoch 1625 | loss: 0.0312235 | val_loss: 0.0312248 | Time: 1927.93 ms [2022-02-24 01:51:49 main:574] : INFO : Epoch 1626 | loss: 0.0312217 | val_loss: 0.0312247 | Time: 1839.76 ms [2022-02-24 01:51:51 main:574] : INFO : Epoch 1627 | loss: 0.0312228 | val_loss: 0.0312256 | Time: 1797.5 ms [2022-02-24 01:51:53 main:574] : INFO : Epoch 1628 | loss: 0.0312221 | val_loss: 0.0312259 | Time: 1902.2 ms [2022-02-24 01:51:55 main:574] : INFO : Epoch 1629 | loss: 0.031224 | val_loss: 0.0312254 | Time: 1809.89 ms [2022-02-24 01:51:57 main:574] : INFO : Epoch 1630 | loss: 0.0312235 | val_loss: 0.0312283 | Time: 1978.29 ms [2022-02-24 01:51:59 main:574] : INFO : Epoch 1631 | loss: 0.0312223 | val_loss: 0.0312266 | Time: 1829.27 ms [2022-02-24 01:52:01 main:574] : INFO : Epoch 1632 | loss: 0.0312217 | val_loss: 0.0312274 | Time: 1830.5 ms [2022-02-24 01:52:03 main:574] : INFO : Epoch 1633 | loss: 0.0312219 | val_loss: 0.0312246 | Time: 1871.66 ms [2022-02-24 01:52:04 main:574] : INFO : Epoch 1634 | loss: 0.0312226 | val_loss: 0.031228 | Time: 1805.99 ms [2022-02-24 01:52:06 main:574] : INFO : Epoch 1635 | loss: 0.0312221 | val_loss: 0.0312254 | Time: 1814.22 ms [2022-02-24 01:52:08 main:574] : INFO : Epoch 1636 | loss: 0.0312214 | val_loss: 0.0312272 | Time: 1834.8 ms [2022-02-24 01:52:10 main:574] : INFO : Epoch 1637 | loss: 0.0312225 | val_loss: 0.0312271 | Time: 1847.5 ms [2022-02-24 01:52:12 main:574] : INFO : Epoch 1638 | loss: 0.0312216 | val_loss: 0.0312246 | Time: 1893.4 ms [2022-02-24 01:52:14 main:574] : INFO : Epoch 1639 | loss: 0.0312217 | val_loss: 0.0312256 | Time: 1826.91 ms [2022-02-24 01:52:16 main:574] : INFO : Epoch 1640 | loss: 0.0312208 | val_loss: 0.031228 | Time: 1839 ms [2022-02-24 01:52:17 main:574] : INFO : Epoch 1641 | loss: 0.0312217 | val_loss: 0.0312247 | Time: 1862.05 ms [2022-02-24 01:52:19 main:574] : INFO : Epoch 1642 | loss: 0.0312211 | val_loss: 0.0312243 | Time: 1822.4 ms [2022-02-24 01:52:21 main:574] : INFO : Epoch 1643 | loss: 0.0312206 | val_loss: 0.0312263 | Time: 1801.77 ms [2022-02-24 01:52:23 main:574] : INFO : Epoch 1644 | loss: 0.0312207 | val_loss: 0.0312258 | Time: 1827.47 ms [2022-02-24 01:52:25 main:574] : INFO : Epoch 1645 | loss: 0.0312204 | val_loss: 0.031224 | Time: 1963.98 ms [2022-02-24 01:52:27 main:574] : INFO : Epoch 1646 | loss: 0.0312208 | val_loss: 0.031226 | Time: 1815.18 ms [2022-02-24 01:52:29 main:574] : INFO : Epoch 1647 | loss: 0.0312215 | val_loss: 0.0312262 | Time: 1810.28 ms [2022-02-24 01:52:30 main:574] : INFO : Epoch 1648 | loss: 0.0312208 | val_loss: 0.0312249 | Time: 1880.31 ms [2022-02-24 01:52:32 main:574] : INFO : Epoch 1649 | loss: 0.031221 | val_loss: 0.0312252 | Time: 1985.54 ms [2022-02-24 01:52:34 main:574] : INFO : Epoch 1650 | loss: 0.0312206 | val_loss: 0.0312244 | Time: 1820.85 ms [2022-02-24 01:52:36 main:574] : INFO : Epoch 1651 | loss: 0.0312239 | val_loss: 0.0312328 | Time: 1964.02 ms [2022-02-24 01:52:38 main:574] : INFO : Epoch 1652 | loss: 0.0312233 | val_loss: 0.0312253 | Time: 1883.16 ms [2022-02-24 01:52:40 main:574] : INFO : Epoch 1653 | loss: 0.0312214 | val_loss: 0.0312257 | Time: 1897.26 ms [2022-02-24 01:52:42 main:574] : INFO : Epoch 1654 | loss: 0.0312216 | val_loss: 0.0312254 | Time: 1786.69 ms [2022-02-24 01:52:44 main:574] : INFO : Epoch 1655 | loss: 0.0312227 | val_loss: 0.0312285 | Time: 1840.67 ms [2022-02-24 01:52:46 main:574] : INFO : Epoch 1656 | loss: 0.0312213 | val_loss: 0.0312248 | Time: 1796.33 ms [2022-02-24 01:52:48 main:574] : INFO : Epoch 1657 | loss: 0.0312208 | val_loss: 0.0312241 | Time: 1974.74 ms [2022-02-24 01:52:49 main:574] : INFO : Epoch 1658 | loss: 0.031222 | val_loss: 0.0312303 | Time: 1885.08 ms [2022-02-24 01:52:51 main:574] : INFO : Epoch 1659 | loss: 0.0312241 | val_loss: 0.0312287 | Time: 1932.4 ms [2022-02-24 01:52:53 main:574] : INFO : Epoch 1660 | loss: 0.031224 | val_loss: 0.0312276 | Time: 1827.94 ms [2022-02-24 01:52:55 main:574] : INFO : Epoch 1661 | loss: 0.0312256 | val_loss: 0.0312288 | Time: 1938.01 ms [2022-02-24 01:52:57 main:574] : INFO : Epoch 1662 | loss: 0.0312239 | val_loss: 0.0312293 | Time: 1808.04 ms [2022-02-24 01:52:59 main:574] : INFO : Epoch 1663 | loss: 0.0312227 | val_loss: 0.0312246 | Time: 1835.61 ms [2022-02-24 01:53:01 main:574] : INFO : Epoch 1664 | loss: 0.0312215 | val_loss: 0.0312249 | Time: 1833.59 ms [2022-02-24 01:53:03 main:574] : INFO : Epoch 1665 | loss: 0.0312211 | val_loss: 0.0312257 | Time: 1842.77 ms [2022-02-24 01:53:04 main:574] : INFO : Epoch 1666 | loss: 0.0312214 | val_loss: 0.0312275 | Time: 1846.03 ms [2022-02-24 01:53:06 main:574] : INFO : Epoch 1667 | loss: 0.0312211 | val_loss: 0.031225 | Time: 1815.73 ms [2022-02-24 01:53:08 main:574] : INFO : Epoch 1668 | loss: 0.0312205 | val_loss: 0.0312245 | Time: 1974.27 ms [2022-02-24 01:53:10 main:574] : INFO : Epoch 1669 | loss: 0.0312215 | val_loss: 0.0312309 | Time: 1893.34 ms [2022-02-24 01:53:12 main:574] : INFO : Epoch 1670 | loss: 0.0312224 | val_loss: 0.0312242 | Time: 1850.63 ms [2022-02-24 01:53:14 main:574] : INFO : Epoch 1671 | loss: 0.0312206 | val_loss: 0.0312271 | Time: 1822.4 ms [2022-02-24 01:53:16 main:574] : INFO : Epoch 1672 | loss: 0.0312218 | val_loss: 0.0312272 | Time: 1865.14 ms [2022-02-24 01:53:18 main:574] : INFO : Epoch 1673 | loss: 0.0312206 | val_loss: 0.0312275 | Time: 1800.93 ms [2022-02-24 01:53:19 main:574] : INFO : Epoch 1674 | loss: 0.0312208 | val_loss: 0.0312256 | Time: 1839.44 ms [2022-02-24 01:53:21 main:574] : INFO : Epoch 1675 | loss: 0.0312212 | val_loss: 0.0312251 | Time: 1829.81 ms [2022-02-24 01:53:23 main:574] : INFO : Epoch 1676 | loss: 0.0312203 | val_loss: 0.0312249 | Time: 1869.74 ms [2022-02-24 01:53:25 main:574] : INFO : Epoch 1677 | loss: 0.0312202 | val_loss: 0.0312253 | Time: 1807.38 ms [2022-02-24 01:53:27 main:574] : INFO : Epoch 1678 | loss: 0.0312207 | val_loss: 0.0312255 | Time: 1928.78 ms [2022-02-24 01:53:29 main:574] : INFO : Epoch 1679 | loss: 0.0312217 | val_loss: 0.0312273 | Time: 1836.09 ms [2022-02-24 01:53:31 main:574] : INFO : Epoch 1680 | loss: 0.0312207 | val_loss: 0.0312258 | Time: 1909.01 ms [2022-02-24 01:53:33 main:574] : INFO : Epoch 1681 | loss: 0.0312208 | val_loss: 0.0312265 | Time: 1873.45 ms [2022-02-24 01:53:35 main:574] : INFO : Epoch 1682 | loss: 0.031222 | val_loss: 0.0312261 | Time: 1973.64 ms [2022-02-24 01:53:37 main:574] : INFO : Epoch 1683 | loss: 0.0312216 | val_loss: 0.0312242 | Time: 1878.37 ms [2022-02-24 01:53:39 main:574] : INFO : Epoch 1684 | loss: 0.031221 | val_loss: 0.0312266 | Time: 1920.94 ms [2022-02-24 01:53:40 main:574] : INFO : Epoch 1685 | loss: 0.0312236 | val_loss: 0.0312256 | Time: 1837.84 ms [2022-02-24 01:53:42 main:574] : INFO : Epoch 1686 | loss: 0.0312223 | val_loss: 0.0312248 | Time: 1873.03 ms [2022-02-24 01:53:44 main:574] : INFO : Epoch 1687 | loss: 0.0312201 | val_loss: 0.0312247 | Time: 1854.23 ms [2022-02-24 01:53:46 main:574] : INFO : Epoch 1688 | loss: 0.0312209 | val_loss: 0.0312263 | Time: 1887.24 ms [2022-02-24 01:53:48 main:574] : INFO : Epoch 1689 | loss: 0.031221 | val_loss: 0.0312273 | Time: 1971.15 ms [2022-02-24 01:53:50 main:574] : INFO : Epoch 1690 | loss: 0.031221 | val_loss: 0.0312251 | Time: 1857.1 ms [2022-02-24 01:53:52 main:574] : INFO : Epoch 1691 | loss: 0.0312202 | val_loss: 0.0312272 | Time: 1828.14 ms [2022-02-24 01:53:54 main:574] : INFO : Epoch 1692 | loss: 0.0312213 | val_loss: 0.031225 | Time: 1799.37 ms [2022-02-24 01:53:56 main:574] : INFO : Epoch 1693 | loss: 0.0312212 | val_loss: 0.0312245 | Time: 1980.87 ms [2022-02-24 01:53:57 main:574] : INFO : Epoch 1694 | loss: 0.0312214 | val_loss: 0.0312259 | Time: 1865.69 ms [2022-02-24 01:53:59 main:574] : INFO : Epoch 1695 | loss: 0.0312248 | val_loss: 0.0312265 | Time: 1912.01 ms [2022-02-24 01:54:01 main:574] : INFO : Epoch 1696 | loss: 0.031226 | val_loss: 0.0312337 | Time: 1815.17 ms [2022-02-24 01:54:03 main:574] : INFO : Epoch 1697 | loss: 0.0312258 | val_loss: 0.031236 | Time: 1859.59 ms [2022-02-24 01:54:05 main:574] : INFO : Epoch 1698 | loss: 0.0312245 | val_loss: 0.0312321 | Time: 1874.99 ms [2022-02-24 01:54:07 main:574] : INFO : Epoch 1699 | loss: 0.0312214 | val_loss: 0.0312249 | Time: 1817.66 ms [2022-02-24 01:54:09 main:574] : INFO : Epoch 1700 | loss: 0.0312212 | val_loss: 0.0312261 | Time: 1879.39 ms [2022-02-24 01:54:11 main:574] : INFO : Epoch 1701 | loss: 0.0312208 | val_loss: 0.0312268 | Time: 1814.36 ms [2022-02-24 01:54:12 main:574] : INFO : Epoch 1702 | loss: 0.0312216 | val_loss: 0.0312256 | Time: 1830.26 ms [2022-02-24 01:54:14 main:574] : INFO : Epoch 1703 | loss: 0.0312206 | val_loss: 0.0312248 | Time: 1816.57 ms [2022-02-24 01:54:16 main:574] : INFO : Epoch 1704 | loss: 0.0312216 | val_loss: 0.0312266 | Time: 1833.75 ms [2022-02-24 01:54:18 main:574] : INFO : Epoch 1705 | loss: 0.0312199 | val_loss: 0.0312242 | Time: 1865.14 ms [2022-02-24 01:54:20 main:574] : INFO : Epoch 1706 | loss: 0.0312207 | val_loss: 0.0312252 | Time: 1784.4 ms [2022-02-24 01:54:22 main:574] : INFO : Epoch 1707 | loss: 0.0312211 | val_loss: 0.0312253 | Time: 1803.44 ms [2022-02-24 01:54:23 main:574] : INFO : Epoch 1708 | loss: 0.0312223 | val_loss: 0.0312321 | Time: 1872.2 ms [2022-02-24 01:54:25 main:574] : INFO : Epoch 1709 | loss: 0.0312253 | val_loss: 0.0312256 | Time: 1964.13 ms [2022-02-24 01:54:27 main:574] : INFO : Epoch 1710 | loss: 0.0312217 | val_loss: 0.0312295 | Time: 1802.77 ms [2022-02-24 01:54:29 main:574] : INFO : Epoch 1711 | loss: 0.0312227 | val_loss: 0.0312256 | Time: 1968.06 ms [2022-02-24 01:54:31 main:574] : INFO : Epoch 1712 | loss: 0.0312204 | val_loss: 0.0312251 | Time: 1993.77 ms [2022-02-24 01:54:33 main:574] : INFO : Epoch 1713 | loss: 0.0312211 | val_loss: 0.0312246 | Time: 1850.93 ms [2022-02-24 01:54:35 main:574] : INFO : Epoch 1714 | loss: 0.0312209 | val_loss: 0.0312263 | Time: 1852.1 ms [2022-02-24 01:54:37 main:574] : INFO : Epoch 1715 | loss: 0.0312208 | val_loss: 0.031225 | Time: 1871.67 ms [2022-02-24 01:54:39 main:574] : INFO : Epoch 1716 | loss: 0.0312216 | val_loss: 0.0312253 | Time: 1787.49 ms [2022-02-24 01:54:41 main:574] : INFO : Epoch 1717 | loss: 0.0312232 | val_loss: 0.0312246 | Time: 1844.78 ms [2022-02-24 01:54:42 main:574] : INFO : Epoch 1718 | loss: 0.0312211 | val_loss: 0.031224 | Time: 1906.08 ms [2022-02-24 01:54:44 main:574] : INFO : Epoch 1719 | loss: 0.0312216 | val_loss: 0.0312236 | Time: 1832.81 ms [2022-02-24 01:54:46 main:574] : INFO : Epoch 1720 | loss: 0.0312212 | val_loss: 0.0312308 | Time: 1796.57 ms [2022-02-24 01:54:48 main:574] : INFO : Epoch 1721 | loss: 0.0312236 | val_loss: 0.0312243 | Time: 1980 ms [2022-02-24 01:54:50 main:574] : INFO : Epoch 1722 | loss: 0.0312213 | val_loss: 0.0312259 | Time: 1868.09 ms [2022-02-24 01:54:52 main:574] : INFO : Epoch 1723 | loss: 0.0312203 | val_loss: 0.0312243 | Time: 1812.04 ms [2022-02-24 01:54:54 main:574] : INFO : Epoch 1724 | loss: 0.0312226 | val_loss: 0.0312286 | Time: 1992.79 ms [2022-02-24 01:54:56 main:574] : INFO : Epoch 1725 | loss: 0.0312233 | val_loss: 0.0312245 | Time: 1965.75 ms [2022-02-24 01:54:58 main:574] : INFO : Epoch 1726 | loss: 0.0312211 | val_loss: 0.0312274 | Time: 1861.41 ms [2022-02-24 01:55:00 main:574] : INFO : Epoch 1727 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 1984.34 ms [2022-02-24 01:55:02 main:574] : INFO : Epoch 1728 | loss: 0.0312199 | val_loss: 0.0312241 | Time: 1824.57 ms [2022-02-24 01:55:03 main:574] : INFO : Epoch 1729 | loss: 0.0312201 | val_loss: 0.0312241 | Time: 1873.46 ms [2022-02-24 01:55:05 main:574] : INFO : Epoch 1730 | loss: 0.0312204 | val_loss: 0.0312253 | Time: 1971.99 ms [2022-02-24 01:55:07 main:574] : INFO : Epoch 1731 | loss: 0.0312206 | val_loss: 0.0312252 | Time: 1832.89 ms [2022-02-24 01:55:09 main:574] : INFO : Epoch 1732 | loss: 0.0312196 | val_loss: 0.0312241 | Time: 1827.95 ms [2022-02-24 01:55:11 main:574] : INFO : Epoch 1733 | loss: 0.0312236 | val_loss: 0.0312284 | Time: 1841.81 ms [2022-02-24 01:55:13 main:574] : INFO : Epoch 1734 | loss: 0.0312206 | val_loss: 0.0312245 | Time: 1957.45 ms [2022-02-24 01:55:15 main:574] : INFO : Epoch 1735 | loss: 0.0312201 | val_loss: 0.0312251 | Time: 1800.96 ms [2022-02-24 01:55:17 main:574] : INFO : Epoch 1736 | loss: 0.0312201 | val_loss: 0.0312265 | Time: 1930.26 ms [2022-02-24 01:55:19 main:574] : INFO : Epoch 1737 | loss: 0.0312211 | val_loss: 0.0312275 | Time: 1844.38 ms [2022-02-24 01:55:20 main:574] : INFO : Epoch 1738 | loss: 0.03122 | val_loss: 0.0312265 | Time: 1817.04 ms [2022-02-24 01:55:22 main:574] : INFO : Epoch 1739 | loss: 0.0312214 | val_loss: 0.0312239 | Time: 1798.63 ms [2022-02-24 01:55:24 main:574] : INFO : Epoch 1740 | loss: 0.0312209 | val_loss: 0.0312239 | Time: 1841.28 ms [2022-02-24 01:55:26 main:574] : INFO : Epoch 1741 | loss: 0.0312209 | val_loss: 0.0312236 | Time: 1852.26 ms [2022-02-24 01:55:28 main:574] : INFO : Epoch 1742 | loss: 0.0312197 | val_loss: 0.0312237 | Time: 1873.86 ms [2022-02-24 01:55:30 main:574] : INFO : Epoch 1743 | loss: 0.0312205 | val_loss: 0.0312259 | Time: 1822.81 ms [2022-02-24 01:55:32 main:574] : INFO : Epoch 1744 | loss: 0.0312211 | val_loss: 0.0312247 | Time: 1805.62 ms [2022-02-24 01:55:33 main:574] : INFO : Epoch 1745 | loss: 0.0312205 | val_loss: 0.0312231 | Time: 1891.62 ms [2022-02-24 01:55:35 main:574] : INFO : Epoch 1746 | loss: 0.0312201 | val_loss: 0.0312255 | Time: 1780.47 ms [2022-02-24 01:55:37 main:574] : INFO : Epoch 1747 | loss: 0.0312226 | val_loss: 0.031224 | Time: 1777.52 ms [2022-02-24 01:55:39 main:574] : INFO : Epoch 1748 | loss: 0.0312196 | val_loss: 0.0312233 | Time: 1805.69 ms [2022-02-24 01:55:41 main:574] : INFO : Epoch 1749 | loss: 0.0312221 | val_loss: 0.0312273 | Time: 1771.77 ms [2022-02-24 01:55:43 main:574] : INFO : Epoch 1750 | loss: 0.0312224 | val_loss: 0.0312293 | Time: 1843.67 ms [2022-02-24 01:55:44 main:574] : INFO : Epoch 1751 | loss: 0.0312207 | val_loss: 0.0312238 | Time: 1792.26 ms [2022-02-24 01:55:46 main:574] : INFO : Epoch 1752 | loss: 0.0312194 | val_loss: 0.0312243 | Time: 1781.03 ms [2022-02-24 01:55:48 main:574] : INFO : Epoch 1753 | loss: 0.0312197 | val_loss: 0.031225 | Time: 1785.78 ms [2022-02-24 01:55:50 main:574] : INFO : Epoch 1754 | loss: 0.0312209 | val_loss: 0.0312244 | Time: 1819.34 ms [2022-02-24 01:55:52 main:574] : INFO : Epoch 1755 | loss: 0.0312218 | val_loss: 0.0312262 | Time: 1878.65 ms [2022-02-24 01:55:54 main:574] : INFO : Epoch 1756 | loss: 0.0312239 | val_loss: 0.0312252 | Time: 1808.96 ms [2022-02-24 01:55:55 main:574] : INFO : Epoch 1757 | loss: 0.0312224 | val_loss: 0.0312294 | Time: 1805.05 ms [2022-02-24 01:55:57 main:574] : INFO : Epoch 1758 | loss: 0.0312215 | val_loss: 0.0312295 | Time: 1895.14 ms [2022-02-24 01:55:59 main:574] : INFO : Epoch 1759 | loss: 0.0312231 | val_loss: 0.0312243 | Time: 1856.09 ms [2022-02-24 01:56:01 main:574] : INFO : Epoch 1760 | loss: 0.031227 | val_loss: 0.0312261 | Time: 1884.45 ms [2022-02-24 01:56:03 main:574] : INFO : Epoch 1761 | loss: 0.031222 | val_loss: 0.0312244 | Time: 1801.33 ms [2022-02-24 01:56:05 main:574] : INFO : Epoch 1762 | loss: 0.0312225 | val_loss: 0.0312234 | Time: 1944.39 ms [2022-02-24 01:56:07 main:574] : INFO : Epoch 1763 | loss: 0.0312225 | val_loss: 0.0312263 | Time: 1798.05 ms [2022-02-24 01:56:09 main:574] : INFO : Epoch 1764 | loss: 0.0312239 | val_loss: 0.0312256 | Time: 1890.49 ms [2022-02-24 01:56:11 main:574] : INFO : Epoch 1765 | loss: 0.0312228 | val_loss: 0.0312265 | Time: 1963.15 ms [2022-02-24 01:56:12 main:574] : INFO : Epoch 1766 | loss: 0.0312217 | val_loss: 0.031224 | Time: 1848.3 ms [2022-02-24 01:56:14 main:574] : INFO : Epoch 1767 | loss: 0.0312212 | val_loss: 0.0312225 | Time: 1950.81 ms [2022-02-24 01:56:16 main:574] : INFO : Epoch 1768 | loss: 0.0312257 | val_loss: 0.03123 | Time: 1833.42 ms [2022-02-24 01:56:18 main:574] : INFO : Epoch 1769 | loss: 0.0312219 | val_loss: 0.0312271 | Time: 1849.53 ms [2022-02-24 01:56:20 main:574] : INFO : Epoch 1770 | loss: 0.0312217 | val_loss: 0.0312235 | Time: 1963.59 ms [2022-02-24 01:56:22 main:574] : INFO : Epoch 1771 | loss: 0.0312226 | val_loss: 0.0312273 | Time: 1849.6 ms [2022-02-24 01:56:24 main:574] : INFO : Epoch 1772 | loss: 0.0312247 | val_loss: 0.0312297 | Time: 1891.44 ms [2022-02-24 01:56:26 main:574] : INFO : Epoch 1773 | loss: 0.031223 | val_loss: 0.0312238 | Time: 1961.96 ms [2022-02-24 01:56:28 main:574] : INFO : Epoch 1774 | loss: 0.0312213 | val_loss: 0.0312236 | Time: 1831.23 ms [2022-02-24 01:56:30 main:574] : INFO : Epoch 1775 | loss: 0.0312199 | val_loss: 0.031225 | Time: 1804.29 ms [2022-02-24 01:56:31 main:574] : INFO : Epoch 1776 | loss: 0.0312199 | val_loss: 0.0312244 | Time: 1799.6 ms [2022-02-24 01:56:33 main:574] : INFO : Epoch 1777 | loss: 0.0312201 | val_loss: 0.0312232 | Time: 1835.24 ms [2022-02-24 01:56:35 main:574] : INFO : Epoch 1778 | loss: 0.0312212 | val_loss: 0.0312241 | Time: 1813.36 ms [2022-02-24 01:56:37 main:574] : INFO : Epoch 1779 | loss: 0.0312215 | val_loss: 0.0312292 | Time: 1927.89 ms [2022-02-24 01:56:39 main:574] : INFO : Epoch 1780 | loss: 0.0312228 | val_loss: 0.0312252 | Time: 1795.21 ms [2022-02-24 01:56:41 main:574] : INFO : Epoch 1781 | loss: 0.031223 | val_loss: 0.0312368 | Time: 1911.61 ms [2022-02-24 01:56:43 main:574] : INFO : Epoch 1782 | loss: 0.0312228 | val_loss: 0.0312255 | Time: 1846.34 ms [2022-02-24 01:56:44 main:574] : INFO : Epoch 1783 | loss: 0.0312192 | val_loss: 0.031224 | Time: 1823.42 ms [2022-02-24 01:56:46 main:574] : INFO : Epoch 1784 | loss: 0.0312215 | val_loss: 0.0312267 | Time: 1834.65 ms [2022-02-24 01:56:48 main:574] : INFO : Epoch 1785 | loss: 0.0312219 | val_loss: 0.0312253 | Time: 1931.53 ms [2022-02-24 01:56:50 main:574] : INFO : Epoch 1786 | loss: 0.0312217 | val_loss: 0.0312249 | Time: 1867.8 ms [2022-02-24 01:56:52 main:574] : INFO : Epoch 1787 | loss: 0.0312204 | val_loss: 0.0312266 | Time: 1852.99 ms [2022-02-24 01:56:54 main:574] : INFO : Epoch 1788 | loss: 0.0312199 | val_loss: 0.0312263 | Time: 1983.86 ms [2022-02-24 01:56:56 main:574] : INFO : Epoch 1789 | loss: 0.0312206 | val_loss: 0.0312244 | Time: 1870.81 ms [2022-02-24 01:56:58 main:574] : INFO : Epoch 1790 | loss: 0.0312193 | val_loss: 0.0312252 | Time: 1842.97 ms [2022-02-24 01:57:00 main:574] : INFO : Epoch 1791 | loss: 0.0312194 | val_loss: 0.0312253 | Time: 1795.41 ms [2022-02-24 01:57:01 main:574] : INFO : Epoch 1792 | loss: 0.03122 | val_loss: 0.0312277 | Time: 1878.89 ms [2022-02-24 01:57:03 main:574] : INFO : Epoch 1793 | loss: 0.0312204 | val_loss: 0.0312257 | Time: 1840.3 ms [2022-02-24 01:57:05 main:574] : INFO : Epoch 1794 | loss: 0.031219 | val_loss: 0.0312263 | Time: 1821.84 ms [2022-02-24 01:57:07 main:574] : INFO : Epoch 1795 | loss: 0.0312215 | val_loss: 0.0312247 | Time: 1856.19 ms [2022-02-24 01:57:09 main:574] : INFO : Epoch 1796 | loss: 0.0312191 | val_loss: 0.031225 | Time: 1842.56 ms [2022-02-24 01:57:11 main:574] : INFO : Epoch 1797 | loss: 0.0312185 | val_loss: 0.0312245 | Time: 1912.69 ms [2022-02-24 01:57:13 main:574] : INFO : Epoch 1798 | loss: 0.03122 | val_loss: 0.0312249 | Time: 1841.08 ms [2022-02-24 01:57:14 main:574] : INFO : Epoch 1799 | loss: 0.0312224 | val_loss: 0.0312358 | Time: 1826.81 ms [2022-02-24 01:57:16 main:574] : INFO : Epoch 1800 | loss: 0.0312227 | val_loss: 0.0312327 | Time: 1912.16 ms [2022-02-24 01:57:18 main:574] : INFO : Epoch 1801 | loss: 0.0312226 | val_loss: 0.0312284 | Time: 1848.49 ms [2022-02-24 01:57:20 main:574] : INFO : Epoch 1802 | loss: 0.0312213 | val_loss: 0.0312281 | Time: 1838.24 ms [2022-02-24 01:57:22 main:574] : INFO : Epoch 1803 | loss: 0.031222 | val_loss: 0.0312309 | Time: 1805.39 ms [2022-02-24 01:57:24 main:574] : INFO : Epoch 1804 | loss: 0.0312245 | val_loss: 0.0312254 | Time: 1791.05 ms [2022-02-24 01:57:26 main:574] : INFO : Epoch 1805 | loss: 0.0312258 | val_loss: 0.0312394 | Time: 1980.8 ms [2022-02-24 01:57:28 main:574] : INFO : Epoch 1806 | loss: 0.0312239 | val_loss: 0.0312277 | Time: 1888.39 ms [2022-02-24 01:57:30 main:574] : INFO : Epoch 1807 | loss: 0.0312202 | val_loss: 0.0312237 | Time: 1926.3 ms [2022-02-24 01:57:31 main:574] : INFO : Epoch 1808 | loss: 0.0312254 | val_loss: 0.0312286 | Time: 1840.94 ms [2022-02-24 01:57:33 main:574] : INFO : Epoch 1809 | loss: 0.0312202 | val_loss: 0.0312252 | Time: 1966.82 ms [2022-02-24 01:57:35 main:574] : INFO : Epoch 1810 | loss: 0.0312192 | val_loss: 0.0312247 | Time: 1889.01 ms [2022-02-24 01:57:37 main:574] : INFO : Epoch 1811 | loss: 0.0312204 | val_loss: 0.0312267 | Time: 1918.77 ms [2022-02-24 01:57:39 main:574] : INFO : Epoch 1812 | loss: 0.0312194 | val_loss: 0.0312258 | Time: 1809.18 ms [2022-02-24 01:57:41 main:574] : INFO : Epoch 1813 | loss: 0.031219 | val_loss: 0.0312252 | Time: 1919 ms [2022-02-24 01:57:43 main:574] : INFO : Epoch 1814 | loss: 0.0312194 | val_loss: 0.0312273 | Time: 1835.89 ms [2022-02-24 01:57:45 main:574] : INFO : Epoch 1815 | loss: 0.0312208 | val_loss: 0.0312263 | Time: 1831.62 ms [2022-02-24 01:57:47 main:574] : INFO : Epoch 1816 | loss: 0.0312221 | val_loss: 0.0312366 | Time: 1806.03 ms [2022-02-24 01:57:48 main:574] : INFO : Epoch 1817 | loss: 0.0312222 | val_loss: 0.0312263 | Time: 1852.27 ms [2022-02-24 01:57:50 main:574] : INFO : Epoch 1818 | loss: 0.0312208 | val_loss: 0.031226 | Time: 1956.3 ms [2022-02-24 01:57:52 main:574] : INFO : Epoch 1819 | loss: 0.0312197 | val_loss: 0.0312264 | Time: 1871.84 ms [2022-02-24 01:57:54 main:574] : INFO : Epoch 1820 | loss: 0.0312198 | val_loss: 0.031226 | Time: 1976.94 ms [2022-02-24 01:57:56 main:574] : INFO : Epoch 1821 | loss: 0.0312195 | val_loss: 0.0312244 | Time: 1858.63 ms [2022-02-24 01:57:58 main:574] : INFO : Epoch 1822 | loss: 0.0312195 | val_loss: 0.0312291 | Time: 1979.08 ms [2022-02-24 01:58:00 main:574] : INFO : Epoch 1823 | loss: 0.0312209 | val_loss: 0.0312301 | Time: 1934.65 ms [2022-02-24 01:58:02 main:574] : INFO : Epoch 1824 | loss: 0.0312225 | val_loss: 0.0312267 | Time: 1815.48 ms [2022-02-24 01:58:04 main:574] : INFO : Epoch 1825 | loss: 0.0312192 | val_loss: 0.0312257 | Time: 1925.78 ms [2022-02-24 01:58:06 main:574] : INFO : Epoch 1826 | loss: 0.0312208 | val_loss: 0.0312321 | Time: 1835.32 ms [2022-02-24 01:58:08 main:574] : INFO : Epoch 1827 | loss: 0.0312212 | val_loss: 0.0312263 | Time: 1944.42 ms [2022-02-24 01:58:10 main:574] : INFO : Epoch 1828 | loss: 0.0312211 | val_loss: 0.0312275 | Time: 1995.46 ms [2022-02-24 01:58:12 main:574] : INFO : Epoch 1829 | loss: 0.0312221 | val_loss: 0.0312334 | Time: 1969.22 ms [2022-02-24 01:58:14 main:574] : INFO : Epoch 1830 | loss: 0.0312212 | val_loss: 0.0312275 | Time: 1885.52 ms [2022-02-24 01:58:15 main:574] : INFO : Epoch 1831 | loss: 0.0312197 | val_loss: 0.0312268 | Time: 1821.32 ms [2022-02-24 01:58:17 main:574] : INFO : Epoch 1832 | loss: 0.0312219 | val_loss: 0.0312298 | Time: 1853.76 ms [2022-02-24 01:58:19 main:574] : INFO : Epoch 1833 | loss: 0.0312201 | val_loss: 0.0312258 | Time: 1936.52 ms [2022-02-24 01:58:21 main:574] : INFO : Epoch 1834 | loss: 0.0312185 | val_loss: 0.0312272 | Time: 1801.55 ms [2022-02-24 01:58:23 main:574] : INFO : Epoch 1835 | loss: 0.0312184 | val_loss: 0.0312271 | Time: 1817.01 ms [2022-02-24 01:58:25 main:574] : INFO : Epoch 1836 | loss: 0.0312203 | val_loss: 0.0312283 | Time: 1948.89 ms [2022-02-24 01:58:27 main:574] : INFO : Epoch 1837 | loss: 0.0312189 | val_loss: 0.0312272 | Time: 1800.46 ms [2022-02-24 01:58:29 main:574] : INFO : Epoch 1838 | loss: 0.0312187 | val_loss: 0.0312277 | Time: 1979.74 ms [2022-02-24 01:58:31 main:574] : INFO : Epoch 1839 | loss: 0.031218 | val_loss: 0.0312254 | Time: 1871.14 ms [2022-02-24 01:58:33 main:574] : INFO : Epoch 1840 | loss: 0.0312204 | val_loss: 0.0312263 | Time: 1953.47 ms [2022-02-24 01:58:35 main:574] : INFO : Epoch 1841 | loss: 0.0312202 | val_loss: 0.0312282 | Time: 1945.62 ms [2022-02-24 01:58:36 main:574] : INFO : Epoch 1842 | loss: 0.0312193 | val_loss: 0.0312272 | Time: 1881.31 ms [2022-02-24 01:58:38 main:574] : INFO : Epoch 1843 | loss: 0.0312214 | val_loss: 0.0312256 | Time: 1950.29 ms [2022-02-24 01:58:40 main:574] : INFO : Epoch 1844 | loss: 0.0312206 | val_loss: 0.0312327 | Time: 1893.67 ms [2022-02-24 01:58:42 main:574] : INFO : Epoch 1845 | loss: 0.0312207 | val_loss: 0.0312273 | Time: 1866.25 ms [2022-02-24 01:58:44 main:574] : INFO : Epoch 1846 | loss: 0.031218 | val_loss: 0.0312258 | Time: 1925.18 ms [2022-02-24 01:58:46 main:574] : INFO : Epoch 1847 | loss: 0.0312202 | val_loss: 0.0312267 | Time: 1842.19 ms [2022-02-24 01:58:48 main:574] : INFO : Epoch 1848 | loss: 0.0312174 | val_loss: 0.0312246 | Time: 1803.57 ms [2022-02-24 01:58:50 main:574] : INFO : Epoch 1849 | loss: 0.0312186 | val_loss: 0.0312244 | Time: 1860.99 ms [2022-02-24 01:58:52 main:574] : INFO : Epoch 1850 | loss: 0.031218 | val_loss: 0.0312258 | Time: 1819.87 ms [2022-02-24 01:58:53 main:574] : INFO : Epoch 1851 | loss: 0.0312188 | val_loss: 0.0312266 | Time: 1855.03 ms [2022-02-24 01:58:55 main:574] : INFO : Epoch 1852 | loss: 0.031218 | val_loss: 0.0312258 | Time: 1816.2 ms [2022-02-24 01:58:57 main:574] : INFO : Epoch 1853 | loss: 0.0312172 | val_loss: 0.0312264 | Time: 1803.77 ms [2022-02-24 01:58:59 main:574] : INFO : Epoch 1854 | loss: 0.0312177 | val_loss: 0.031227 | Time: 1979.74 ms [2022-02-24 01:59:01 main:574] : INFO : Epoch 1855 | loss: 0.0312179 | val_loss: 0.0312263 | Time: 1841.12 ms [2022-02-24 01:59:03 main:574] : INFO : Epoch 1856 | loss: 0.0312184 | val_loss: 0.0312263 | Time: 2014.09 ms [2022-02-24 01:59:05 main:574] : INFO : Epoch 1857 | loss: 0.0312185 | val_loss: 0.0312256 | Time: 1839.41 ms [2022-02-24 01:59:07 main:574] : INFO : Epoch 1858 | loss: 0.0312206 | val_loss: 0.0312272 | Time: 1824.53 ms [2022-02-24 01:59:09 main:574] : INFO : Epoch 1859 | loss: 0.0312212 | val_loss: 0.0312283 | Time: 1837.05 ms [2022-02-24 01:59:11 main:574] : INFO : Epoch 1860 | loss: 0.0312212 | val_loss: 0.0312246 | Time: 2013.12 ms [2022-02-24 01:59:12 main:574] : INFO : Epoch 1861 | loss: 0.0312202 | val_loss: 0.0312285 | Time: 1829.79 ms [2022-02-24 01:59:14 main:574] : INFO : Epoch 1862 | loss: 0.0312179 | val_loss: 0.031224 | Time: 1848.54 ms [2022-02-24 01:59:16 main:574] : INFO : Epoch 1863 | loss: 0.0312177 | val_loss: 0.0312253 | Time: 1816.64 ms [2022-02-24 01:59:18 main:574] : INFO : Epoch 1864 | loss: 0.0312201 | val_loss: 0.0312295 | Time: 2038.43 ms [2022-02-24 01:59:20 main:574] : INFO : Epoch 1865 | loss: 0.0312211 | val_loss: 0.0312248 | Time: 1812.69 ms [2022-02-24 01:59:22 main:574] : INFO : Epoch 1866 | loss: 0.0312197 | val_loss: 0.031227 | Time: 1833.73 ms [2022-02-24 01:59:24 main:574] : INFO : Epoch 1867 | loss: 0.0312191 | val_loss: 0.031225 | Time: 1819.06 ms [2022-02-24 01:59:26 main:574] : INFO : Epoch 1868 | loss: 0.0312228 | val_loss: 0.0312262 | Time: 1859.67 ms [2022-02-24 01:59:27 main:574] : INFO : Epoch 1869 | loss: 0.0312217 | val_loss: 0.0312335 | Time: 1878.66 ms [2022-02-24 01:59:29 main:574] : INFO : Epoch 1870 | loss: 0.0312214 | val_loss: 0.0312251 | Time: 1865.46 ms [2022-02-24 01:59:31 main:574] : INFO : Epoch 1871 | loss: 0.0312199 | val_loss: 0.0312245 | Time: 1934.46 ms [2022-02-24 01:59:33 main:574] : INFO : Epoch 1872 | loss: 0.0312219 | val_loss: 0.0312284 | Time: 1865.76 ms [2022-02-24 01:59:35 main:574] : INFO : Epoch 1873 | loss: 0.0312229 | val_loss: 0.0312237 | Time: 1896.38 ms [2022-02-24 01:59:37 main:574] : INFO : Epoch 1874 | loss: 0.0312191 | val_loss: 0.03123 | Time: 1909.55 ms [2022-02-24 01:59:39 main:574] : INFO : Epoch 1875 | loss: 0.0312223 | val_loss: 0.031231 | Time: 1835.69 ms [2022-02-24 01:59:41 main:574] : INFO : Epoch 1876 | loss: 0.031219 | val_loss: 0.0312243 | Time: 1821.98 ms [2022-02-24 01:59:43 main:574] : INFO : Epoch 1877 | loss: 0.031217 | val_loss: 0.0312276 | Time: 1875.95 ms [2022-02-24 01:59:44 main:574] : INFO : Epoch 1878 | loss: 0.0312219 | val_loss: 0.0312261 | Time: 1851.12 ms [2022-02-24 01:59:46 main:574] : INFO : Epoch 1879 | loss: 0.0312215 | val_loss: 0.0312261 | Time: 1875.46 ms [2022-02-24 01:59:48 main:574] : INFO : Epoch 1880 | loss: 0.0312188 | val_loss: 0.0312241 | Time: 1854.68 ms [2022-02-24 01:59:50 main:574] : INFO : Epoch 1881 | loss: 0.0312174 | val_loss: 0.0312244 | Time: 1809.59 ms [2022-02-24 01:59:52 main:574] : INFO : Epoch 1882 | loss: 0.0312188 | val_loss: 0.0312287 | Time: 1825.97 ms [2022-02-24 01:59:54 main:574] : INFO : Epoch 1883 | loss: 0.031221 | val_loss: 0.0312274 | Time: 1971.46 ms [2022-02-24 01:59:56 main:574] : INFO : Epoch 1884 | loss: 0.0312202 | val_loss: 0.0312276 | Time: 1953.83 ms [2022-02-24 01:59:58 main:574] : INFO : Epoch 1885 | loss: 0.0312238 | val_loss: 0.031232 | Time: 1852.82 ms [2022-02-24 01:59:59 main:574] : INFO : Epoch 1886 | loss: 0.0312225 | val_loss: 0.0312294 | Time: 1818.53 ms [2022-02-24 02:00:02 main:574] : INFO : Epoch 1887 | loss: 0.03122 | val_loss: 0.0312292 | Time: 2024.56 ms [2022-02-24 02:00:03 main:574] : INFO : Epoch 1888 | loss: 0.0312171 | val_loss: 0.0312255 | Time: 1888.88 ms [2022-02-24 02:00:05 main:574] : INFO : Epoch 1889 | loss: 0.0312158 | val_loss: 0.031225 | Time: 1945.46 ms [2022-02-24 02:00:07 main:574] : INFO : Epoch 1890 | loss: 0.031217 | val_loss: 0.0312252 | Time: 1833.08 ms [2022-02-24 02:00:09 main:574] : INFO : Epoch 1891 | loss: 0.031217 | val_loss: 0.0312249 | Time: 1842.38 ms [2022-02-24 02:00:11 main:574] : INFO : Epoch 1892 | loss: 0.0312172 | val_loss: 0.0312287 | Time: 1864.73 ms [2022-02-24 02:00:13 main:574] : INFO : Epoch 1893 | loss: 0.0312184 | val_loss: 0.0312291 | Time: 1887.07 ms [2022-02-24 02:00:15 main:574] : INFO : Epoch 1894 | loss: 0.0312186 | val_loss: 0.0312266 | Time: 1853.58 ms [2022-02-24 02:00:17 main:574] : INFO : Epoch 1895 | loss: 0.0312163 | val_loss: 0.0312239 | Time: 1819.05 ms [2022-02-24 02:00:19 main:574] : INFO : Epoch 1896 | loss: 0.0312171 | val_loss: 0.0312261 | Time: 1950.05 ms [2022-02-24 02:00:20 main:574] : INFO : Epoch 1897 | loss: 0.0312183 | val_loss: 0.0312242 | Time: 1903.93 ms [2022-02-24 02:00:22 main:574] : INFO : Epoch 1898 | loss: 0.0312191 | val_loss: 0.0312241 | Time: 1855.2 ms [2022-02-24 02:00:24 main:574] : INFO : Epoch 1899 | loss: 0.0312181 | val_loss: 0.0312255 | Time: 1821.64 ms [2022-02-24 02:00:26 main:574] : INFO : Epoch 1900 | loss: 0.0312193 | val_loss: 0.0312293 | Time: 2040.81 ms [2022-02-24 02:00:28 main:574] : INFO : Epoch 1901 | loss: 0.0312189 | val_loss: 0.0312316 | Time: 1992.33 ms [2022-02-24 02:00:30 main:574] : INFO : Epoch 1902 | loss: 0.0312203 | val_loss: 0.0312297 | Time: 1846.56 ms [2022-02-24 02:00:32 main:574] : INFO : Epoch 1903 | loss: 0.0312197 | val_loss: 0.0312268 | Time: 1827.15 ms [2022-02-24 02:00:34 main:574] : INFO : Epoch 1904 | loss: 0.0312178 | val_loss: 0.031225 | Time: 1878.33 ms [2022-02-24 02:00:36 main:574] : INFO : Epoch 1905 | loss: 0.0312186 | val_loss: 0.0312274 | Time: 1832.87 ms [2022-02-24 02:00:38 main:574] : INFO : Epoch 1906 | loss: 0.0312167 | val_loss: 0.0312231 | Time: 1873.29 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060) [2022-02-24 02:22:41 main:435] : INFO : Set logging level to 1 [2022-02-24 02:22:41 main:441] : INFO : Running in BOINC Client mode [2022-02-24 02:22:41 main:444] : INFO : Resolving all filenames [2022-02-24 02:22:41 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-24 02:22:41 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-24 02:22:41 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-24 02:22:41 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-24 02:22:41 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-24 02:22:41 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-24 02:22:41 main:474] : INFO : Configuration: [2022-02-24 02:22:41 main:475] : INFO : Model type: GRU [2022-02-24 02:22:41 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-24 02:22:41 main:477] : INFO : Max Epochs: 2048 [2022-02-24 02:22:41 main:478] : INFO : Batch Size: 128 [2022-02-24 02:22:41 main:479] : INFO : Learning Rate: 0.01 [2022-02-24 02:22:41 main:480] : INFO : Patience: 10 [2022-02-24 02:22:41 main:481] : INFO : Hidden Width: 12 [2022-02-24 02:22:41 main:482] : INFO : # Recurrent Layers: 4 [2022-02-24 02:22:41 main:483] : INFO : # Backend Layers: 4 [2022-02-24 02:22:41 main:484] : INFO : # Threads: 1 [2022-02-24 02:22:41 main:486] : INFO : Preparing Dataset [2022-02-24 02:22:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-24 02:22:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-24 02:22:44 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-24 02:22:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-24 02:22:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-24 02:22:44 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-24 02:22:44 main:494] : INFO : Creating Model [2022-02-24 02:22:44 main:507] : INFO : Preparing config file [2022-02-24 02:22:44 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-24 02:22:44 main:512] : INFO : Loading config [2022-02-24 02:22:44 main:514] : INFO : Loading state [2022-02-24 02:22:45 main:559] : INFO : Loading DataLoader into Memory [2022-02-24 02:22:45 main:562] : INFO : Starting Training [2022-02-24 02:22:48 main:574] : INFO : Epoch 1907 | loss: 0.0313992 | val_loss: 0.0312782 | Time: 2274.9 ms [2022-02-24 02:22:50 main:574] : INFO : Epoch 1908 | loss: 0.0312527 | val_loss: 0.0312303 | Time: 1935.16 ms [2022-02-24 02:22:52 main:574] : INFO : Epoch 1909 | loss: 0.0312297 | val_loss: 0.031228 | Time: 1972.52 ms [2022-02-24 02:22:54 main:574] : INFO : Epoch 1910 | loss: 0.0312286 | val_loss: 0.0312335 | Time: 2023.12 ms [2022-02-24 02:22:56 main:574] : INFO : Epoch 1911 | loss: 0.0312304 | val_loss: 0.0312287 | Time: 1805.62 ms [2022-02-24 02:22:57 main:574] : INFO : Epoch 1912 | loss: 0.0312272 | val_loss: 0.0312276 | Time: 1960.17 ms [2022-02-24 02:22:59 main:574] : INFO : Epoch 1913 | loss: 0.0312255 | val_loss: 0.0312278 | Time: 1837.13 ms [2022-02-24 02:23:01 main:574] : INFO : Epoch 1914 | loss: 0.0312286 | val_loss: 0.031228 | Time: 1945.95 ms [2022-02-24 02:23:03 main:574] : INFO : Epoch 1915 | loss: 0.0312308 | val_loss: 0.0312295 | Time: 1899.66 ms [2022-02-24 02:23:05 main:574] : INFO : Epoch 1916 | loss: 0.0312302 | val_loss: 0.031231 | Time: 1987.43 ms [2022-02-24 02:23:07 main:574] : INFO : Epoch 1917 | loss: 0.0312312 | val_loss: 0.0312307 | Time: 1918.97 ms [2022-02-24 02:23:19 main:574] : INFO : Epoch 1918 | loss: 0.0312306 | val_loss: 0.0312294 | Time: 11862.3 ms [2022-02-24 02:23:21 main:574] : INFO : Epoch 1919 | loss: 0.0312299 | val_loss: 0.0312298 | Time: 1907.17 ms [2022-02-24 02:23:23 main:574] : INFO : Epoch 1920 | loss: 0.031228 | val_loss: 0.0312265 | Time: 1957.04 ms [2022-02-24 02:23:25 main:574] : INFO : Epoch 1921 | loss: 0.0312259 | val_loss: 0.0312252 | Time: 1854.38 ms [2022-02-24 02:23:27 main:574] : INFO : Epoch 1922 | loss: 0.0312248 | val_loss: 0.0312249 | Time: 1884.81 ms [2022-02-24 02:23:29 main:574] : INFO : Epoch 1923 | loss: 0.0312254 | val_loss: 0.0312305 | Time: 1870.72 ms [2022-02-24 02:23:31 main:574] : INFO : Epoch 1924 | loss: 0.0312268 | val_loss: 0.0312251 | Time: 1845.96 ms [2022-02-24 02:23:32 main:574] : INFO : Epoch 1925 | loss: 0.0312235 | val_loss: 0.0312245 | Time: 1833.58 ms [2022-02-24 02:23:34 main:574] : INFO : Epoch 1926 | loss: 0.0312254 | val_loss: 0.03123 | Time: 1807.24 ms [2022-02-24 02:23:36 main:574] : INFO : Epoch 1927 | loss: 0.0312252 | val_loss: 0.0312269 | Time: 1849.55 ms [2022-02-24 02:23:38 main:574] : INFO : Epoch 1928 | loss: 0.0312251 | val_loss: 0.0312251 | Time: 1874.48 ms [2022-02-24 02:23:40 main:574] : INFO : Epoch 1929 | loss: 0.0312228 | val_loss: 0.0312233 | Time: 1807.29 ms [2022-02-24 02:23:42 main:574] : INFO : Epoch 1930 | loss: 0.0312222 | val_loss: 0.0312231 | Time: 1903.45 ms [2022-02-24 02:23:44 main:574] : INFO : Epoch 1931 | loss: 0.0312225 | val_loss: 0.0312243 | Time: 1859.65 ms [2022-02-24 02:23:45 main:574] : INFO : Epoch 1932 | loss: 0.0312236 | val_loss: 0.0312261 | Time: 1833.21 ms [2022-02-24 02:23:47 main:574] : INFO : Epoch 1933 | loss: 0.031223 | val_loss: 0.0312227 | Time: 1840.42 ms [2022-02-24 02:23:49 main:574] : INFO : Epoch 1934 | loss: 0.0312277 | val_loss: 0.0312301 | Time: 1830.44 ms [2022-02-24 02:23:51 main:574] : INFO : Epoch 1935 | loss: 0.0312314 | val_loss: 0.0312294 | Time: 1839.86 ms [2022-02-24 02:23:53 main:574] : INFO : Epoch 1936 | loss: 0.0312277 | val_loss: 0.0312247 | Time: 1842.3 ms [2022-02-24 02:23:55 main:574] : INFO : Epoch 1937 | loss: 0.0312249 | val_loss: 0.031225 | Time: 1827.98 ms [2022-02-24 02:23:57 main:574] : INFO : Epoch 1938 | loss: 0.0312253 | val_loss: 0.0312271 | Time: 1839.54 ms [2022-02-24 02:23:58 main:574] : INFO : Epoch 1939 | loss: 0.0312235 | val_loss: 0.0312246 | Time: 1871.41 ms [2022-02-24 02:24:00 main:574] : INFO : Epoch 1940 | loss: 0.0312247 | val_loss: 0.031224 | Time: 1810.74 ms [2022-02-24 02:24:02 main:574] : INFO : Epoch 1941 | loss: 0.0312229 | val_loss: 0.0312239 | Time: 1842.84 ms [2022-02-24 02:24:04 main:574] : INFO : Epoch 1942 | loss: 0.0312225 | val_loss: 0.0312258 | Time: 1853.66 ms [2022-02-24 02:24:06 main:574] : INFO : Epoch 1943 | loss: 0.0312245 | val_loss: 0.0312292 | Time: 1892.2 ms [2022-02-24 02:24:08 main:574] : INFO : Epoch 1944 | loss: 0.0312235 | val_loss: 0.0312235 | Time: 1893.44 ms [2022-02-24 02:24:10 main:574] : INFO : Epoch 1945 | loss: 0.0312219 | val_loss: 0.0312233 | Time: 1966.99 ms [2022-02-24 02:24:12 main:574] : INFO : Epoch 1946 | loss: 0.0312226 | val_loss: 0.0312228 | Time: 1827.08 ms [2022-02-24 02:24:14 main:574] : INFO : Epoch 1947 | loss: 0.0312208 | val_loss: 0.0312209 | Time: 1985.98 ms [2022-02-24 02:24:16 main:574] : INFO : Epoch 1948 | loss: 0.0312212 | val_loss: 0.0312252 | Time: 1864.78 ms [2022-02-24 02:24:17 main:574] : INFO : Epoch 1949 | loss: 0.0312227 | val_loss: 0.0312259 | Time: 1868.1 ms [2022-02-24 02:24:19 main:574] : INFO : Epoch 1950 | loss: 0.0312232 | val_loss: 0.0312329 | Time: 1947.22 ms [2022-02-24 02:24:21 main:574] : INFO : Epoch 1951 | loss: 0.0312246 | val_loss: 0.0312227 | Time: 1863.23 ms [2022-02-24 02:24:23 main:574] : INFO : Epoch 1952 | loss: 0.0312224 | val_loss: 0.0312254 | Time: 1891.75 ms [2022-02-24 02:24:25 main:574] : INFO : Epoch 1953 | loss: 0.0312229 | val_loss: 0.0312237 | Time: 1869.1 ms [2022-02-24 02:24:27 main:574] : INFO : Epoch 1954 | loss: 0.0312207 | val_loss: 0.0312214 | Time: 1826.6 ms [2022-02-24 02:24:29 main:574] : INFO : Epoch 1955 | loss: 0.0312197 | val_loss: 0.0312208 | Time: 1827.5 ms [2022-02-24 02:24:31 main:574] : INFO : Epoch 1956 | loss: 0.03122 | val_loss: 0.031222 | Time: 1920.3 ms [2022-02-24 02:24:33 main:574] : INFO : Epoch 1957 | loss: 0.0312197 | val_loss: 0.0312202 | Time: 1827.26 ms [2022-02-24 02:24:34 main:574] : INFO : Epoch 1958 | loss: 0.0312193 | val_loss: 0.0312225 | Time: 1841.65 ms [2022-02-24 02:24:36 main:574] : INFO : Epoch 1959 | loss: 0.0312219 | val_loss: 0.0312223 | Time: 1812.44 ms [2022-02-24 02:24:38 main:574] : INFO : Epoch 1960 | loss: 0.0312204 | val_loss: 0.0312213 | Time: 1844.11 ms [2022-02-24 02:24:40 main:574] : INFO : Epoch 1961 | loss: 0.0312235 | val_loss: 0.0312253 | Time: 1805.13 ms [2022-02-24 02:24:42 main:574] : INFO : Epoch 1962 | loss: 0.0312201 | val_loss: 0.031221 | Time: 1852.69 ms [2022-02-24 02:24:44 main:574] : INFO : Epoch 1963 | loss: 0.0312194 | val_loss: 0.0312211 | Time: 1812.73 ms [2022-02-24 02:24:45 main:574] : INFO : Epoch 1964 | loss: 0.0312193 | val_loss: 0.0312204 | Time: 1822.62 ms [2022-02-24 02:24:47 main:574] : INFO : Epoch 1965 | loss: 0.031219 | val_loss: 0.0312201 | Time: 1912.16 ms [2022-02-24 02:24:49 main:574] : INFO : Epoch 1966 | loss: 0.0312185 | val_loss: 0.0312209 | Time: 1857.58 ms [2022-02-24 02:24:51 main:574] : INFO : Epoch 1967 | loss: 0.0312197 | val_loss: 0.0312214 | Time: 1833.11 ms [2022-02-24 02:24:53 main:574] : INFO : Epoch 1968 | loss: 0.0312212 | val_loss: 0.0312239 | Time: 1809.63 ms [2022-02-24 02:24:55 main:574] : INFO : Epoch 1969 | loss: 0.0312198 | val_loss: 0.0312205 | Time: 1856.61 ms [2022-02-24 02:24:57 main:574] : INFO : Epoch 1970 | loss: 0.0312193 | val_loss: 0.0312203 | Time: 1881.7 ms [2022-02-24 02:24:59 main:574] : INFO : Epoch 1971 | loss: 0.0312199 | val_loss: 0.0312201 | Time: 1817.13 ms [2022-02-24 02:25:00 main:574] : INFO : Epoch 1972 | loss: 0.0312197 | val_loss: 0.0312188 | Time: 1880.13 ms [2022-02-24 02:25:02 main:574] : INFO : Epoch 1973 | loss: 0.0312212 | val_loss: 0.0312216 | Time: 1967.1 ms [2022-02-24 02:25:04 main:574] : INFO : Epoch 1974 | loss: 0.0312207 | val_loss: 0.0312212 | Time: 1911.14 ms [2022-02-24 02:25:06 main:574] : INFO : Epoch 1975 | loss: 0.0312196 | val_loss: 0.0312198 | Time: 1840.3 ms [2022-02-24 02:25:08 main:574] : INFO : Epoch 1976 | loss: 0.0312194 | val_loss: 0.0312188 | Time: 1894.74 ms [2022-02-24 02:25:10 main:574] : INFO : Epoch 1977 | loss: 0.0312208 | val_loss: 0.0312207 | Time: 1829.33 ms [2022-02-24 02:25:12 main:574] : INFO : Epoch 1978 | loss: 0.0312211 | val_loss: 0.031221 | Time: 1833.93 ms [2022-02-24 02:25:14 main:574] : INFO : Epoch 1979 | loss: 0.0312222 | val_loss: 0.0312219 | Time: 1924.09 ms [2022-02-24 02:25:16 main:574] : INFO : Epoch 1980 | loss: 0.0312205 | val_loss: 0.0312257 | Time: 1877.78 ms [2022-02-24 02:25:18 main:574] : INFO : Epoch 1981 | loss: 0.031221 | val_loss: 0.0312224 | Time: 1824.48 ms [2022-02-24 02:25:20 main:574] : INFO : Epoch 1982 | loss: 0.0312216 | val_loss: 0.031224 | Time: 1958.12 ms [2022-02-24 02:25:21 main:574] : INFO : Epoch 1983 | loss: 0.0312223 | val_loss: 0.031223 | Time: 1821.22 ms [2022-02-24 02:25:23 main:574] : INFO : Epoch 1984 | loss: 0.0312204 | val_loss: 0.0312215 | Time: 1884.64 ms [2022-02-24 02:25:25 main:574] : INFO : Epoch 1985 | loss: 0.0312205 | val_loss: 0.0312225 | Time: 2034.86 ms [2022-02-24 02:25:27 main:574] : INFO : Epoch 1986 | loss: 0.0312195 | val_loss: 0.0312207 | Time: 1892.44 ms [2022-02-24 02:25:29 main:574] : INFO : Epoch 1987 | loss: 0.0312197 | val_loss: 0.0312223 | Time: 1901.07 ms [2022-02-24 02:25:31 main:574] : INFO : Epoch 1988 | loss: 0.0312204 | val_loss: 0.0312218 | Time: 1859.19 ms [2022-02-24 02:25:33 main:574] : INFO : Epoch 1989 | loss: 0.0312208 | val_loss: 0.0312239 | Time: 1920.76 ms [2022-02-24 02:25:35 main:574] : INFO : Epoch 1990 | loss: 0.0312232 | val_loss: 0.0312251 | Time: 1836.09 ms [2022-02-24 02:25:37 main:574] : INFO : Epoch 1991 | loss: 0.0312313 | val_loss: 0.0312397 | Time: 1903.37 ms [2022-02-24 02:25:39 main:574] : INFO : Epoch 1992 | loss: 0.0312406 | val_loss: 0.0312416 | Time: 1839.8 ms [2022-02-24 02:25:40 main:574] : INFO : Epoch 1993 | loss: 0.0312378 | val_loss: 0.0312405 | Time: 1827.21 ms [2022-02-24 02:25:42 main:574] : INFO : Epoch 1994 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 1964.94 ms [2022-02-24 02:25:44 main:574] : INFO : Epoch 1995 | loss: 0.0312334 | val_loss: 0.0312359 | Time: 1833.19 ms [2022-02-24 02:25:46 main:574] : INFO : Epoch 1996 | loss: 0.0312328 | val_loss: 0.0312339 | Time: 1919.67 ms [2022-02-24 02:25:48 main:574] : INFO : Epoch 1997 | loss: 0.0312317 | val_loss: 0.0312335 | Time: 1908.58 ms [2022-02-24 02:25:50 main:574] : INFO : Epoch 1998 | loss: 0.0312298 | val_loss: 0.0312331 | Time: 2106.56 ms [2022-02-24 02:25:52 main:574] : INFO : Epoch 1999 | loss: 0.0312326 | val_loss: 0.0312352 | Time: 1918 ms [2022-02-24 02:25:54 main:574] : INFO : Epoch 2000 | loss: 0.0312341 | val_loss: 0.0312372 | Time: 1872.08 ms [2022-02-24 02:25:56 main:574] : INFO : Epoch 2001 | loss: 0.0312333 | val_loss: 0.0312349 | Time: 1842.88 ms [2022-02-24 02:25:58 main:574] : INFO : Epoch 2002 | loss: 0.0312302 | val_loss: 0.0312319 | Time: 1787.38 ms [2022-02-24 02:26:00 main:574] : INFO : Epoch 2003 | loss: 0.0312306 | val_loss: 0.0312333 | Time: 1866.51 ms [2022-02-24 02:26:01 main:574] : INFO : Epoch 2004 | loss: 0.0312297 | val_loss: 0.0312323 | Time: 1810.84 ms [2022-02-24 02:26:03 main:574] : INFO : Epoch 2005 | loss: 0.0312307 | val_loss: 0.0312333 | Time: 1805.98 ms [2022-02-24 02:26:05 main:574] : INFO : Epoch 2006 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 1834.01 ms [2022-02-24 02:26:07 main:574] : INFO : Epoch 2007 | loss: 0.0312311 | val_loss: 0.0312337 | Time: 1792.27 ms [2022-02-24 02:26:09 main:574] : INFO : Epoch 2008 | loss: 0.031233 | val_loss: 0.0312348 | Time: 1807.15 ms [2022-02-24 02:26:11 main:574] : INFO : Epoch 2009 | loss: 0.0312309 | val_loss: 0.031232 | Time: 1895.67 ms [2022-02-24 02:26:13 main:574] : INFO : Epoch 2010 | loss: 0.0312297 | val_loss: 0.0312332 | Time: 1856.55 ms [2022-02-24 02:26:14 main:574] : INFO : Epoch 2011 | loss: 0.0312301 | val_loss: 0.0312341 | Time: 1846.31 ms [2022-02-24 02:26:16 main:574] : INFO : Epoch 2012 | loss: 0.0312308 | val_loss: 0.031232 | Time: 1846.1 ms [2022-02-24 02:26:18 main:574] : INFO : Epoch 2013 | loss: 0.0312286 | val_loss: 0.0312293 | Time: 1831.39 ms [2022-02-24 02:26:20 main:574] : INFO : Epoch 2014 | loss: 0.0312266 | val_loss: 0.0312291 | Time: 1807.23 ms [2022-02-24 02:26:22 main:574] : INFO : Epoch 2015 | loss: 0.0312269 | val_loss: 0.0312286 | Time: 1837.46 ms [2022-02-24 02:26:24 main:574] : INFO : Epoch 2016 | loss: 0.0312263 | val_loss: 0.0312276 | Time: 1947.16 ms [2022-02-24 02:26:26 main:574] : INFO : Epoch 2017 | loss: 0.0312264 | val_loss: 0.0312298 | Time: 1856.61 ms [2022-02-24 02:26:28 main:574] : INFO : Epoch 2018 | loss: 0.0312298 | val_loss: 0.0312295 | Time: 1841.55 ms [2022-02-24 02:26:29 main:574] : INFO : Epoch 2019 | loss: 0.0312286 | val_loss: 0.031229 | Time: 1850.9 ms [2022-02-24 02:26:31 main:574] : INFO : Epoch 2020 | loss: 0.031227 | val_loss: 0.0312323 | Time: 1815.91 ms [2022-02-24 02:26:33 main:574] : INFO : Epoch 2021 | loss: 0.0312278 | val_loss: 0.0312289 | Time: 1846.67 ms [2022-02-24 02:26:35 main:574] : INFO : Epoch 2022 | loss: 0.0312261 | val_loss: 0.0312275 | Time: 1820.73 ms [2022-02-24 02:26:37 main:574] : INFO : Epoch 2023 | loss: 0.0312246 | val_loss: 0.031227 | Time: 1806.78 ms [2022-02-24 02:26:39 main:574] : INFO : Epoch 2024 | loss: 0.0312242 | val_loss: 0.0312299 | Time: 1837.45 ms [2022-02-24 02:26:40 main:574] : INFO : Epoch 2025 | loss: 0.0312244 | val_loss: 0.0312264 | Time: 1812.12 ms [2022-02-24 02:26:42 main:574] : INFO : Epoch 2026 | loss: 0.0312239 | val_loss: 0.0312275 | Time: 1907.96 ms [2022-02-24 02:26:44 main:574] : INFO : Epoch 2027 | loss: 0.0312246 | val_loss: 0.0312256 | Time: 1933.4 ms [2022-02-24 02:26:46 main:574] : INFO : Epoch 2028 | loss: 0.0312234 | val_loss: 0.0312349 | Time: 1848.05 ms [2022-02-24 02:26:48 main:574] : INFO : Epoch 2029 | loss: 0.0312258 | val_loss: 0.0312301 | Time: 1823.4 ms [2022-02-24 02:26:50 main:574] : INFO : Epoch 2030 | loss: 0.0312231 | val_loss: 0.0312267 | Time: 1884.94 ms [2022-02-24 02:26:52 main:574] : INFO : Epoch 2031 | loss: 0.0312231 | val_loss: 0.031229 | Time: 1868.65 ms [2022-02-24 02:26:54 main:574] : INFO : Epoch 2032 | loss: 0.0312268 | val_loss: 0.0312296 | Time: 1820.89 ms [2022-02-24 02:26:55 main:574] : INFO : Epoch 2033 | loss: 0.0312248 | val_loss: 0.031228 | Time: 1849.87 ms [2022-02-24 02:26:57 main:574] : INFO : Epoch 2034 | loss: 0.031223 | val_loss: 0.0312322 | Time: 1804.46 ms [2022-02-24 02:26:59 main:574] : INFO : Epoch 2035 | loss: 0.0312245 | val_loss: 0.0312331 | Time: 1914.09 ms [2022-02-24 02:27:01 main:574] : INFO : Epoch 2036 | loss: 0.0312261 | val_loss: 0.0312277 | Time: 1891.64 ms [2022-02-24 02:27:03 main:574] : INFO : Epoch 2037 | loss: 0.0312211 | val_loss: 0.0312247 | Time: 1847.55 ms [2022-02-24 02:27:05 main:574] : INFO : Epoch 2038 | loss: 0.0312237 | val_loss: 0.0312281 | Time: 2035.63 ms [2022-02-24 02:27:07 main:574] : INFO : Epoch 2039 | loss: 0.0312252 | val_loss: 0.0312266 | Time: 1984.19 ms [2022-02-24 02:27:09 main:574] : INFO : Epoch 2040 | loss: 0.0312228 | val_loss: 0.0312284 | Time: 1862.45 ms [2022-02-24 02:27:11 main:574] : INFO : Epoch 2041 | loss: 0.0312224 | val_loss: 0.0312237 | Time: 1905.39 ms [2022-02-24 02:27:13 main:574] : INFO : Epoch 2042 | loss: 0.0312222 | val_loss: 0.031224 | Time: 1843.49 ms [2022-02-24 02:27:15 main:574] : INFO : Epoch 2043 | loss: 0.0312202 | val_loss: 0.0312232 | Time: 2008.23 ms [2022-02-24 02:27:17 main:574] : INFO : Epoch 2044 | loss: 0.0312203 | val_loss: 0.0312245 | Time: 1875.78 ms [2022-02-24 02:27:19 main:574] : INFO : Epoch 2045 | loss: 0.0312212 | val_loss: 0.0312245 | Time: 1912.25 ms [2022-02-24 02:27:20 main:574] : INFO : Epoch 2046 | loss: 0.0312267 | val_loss: 0.0312274 | Time: 1907.04 ms [2022-02-24 02:27:22 main:574] : INFO : Epoch 2047 | loss: 0.0312233 | val_loss: 0.0312247 | Time: 1884.51 ms [2022-02-24 02:27:24 main:574] : INFO : Epoch 2048 | loss: 0.0312214 | val_loss: 0.031224 | Time: 1894.52 ms [2022-02-24 02:27:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031224 [2022-02-24 02:27:24 main:603] : INFO : Saving end state to config to file [2022-02-24 02:27:24 main:608] : INFO : Success, exiting.. 02:27:24 (16424): 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)