Task 5747910
| Name | ParityMachine-1625432393-20759-1_0 |
| Workunit | 3579590 |
| Created | 10 Jul 2021, 1:26:57 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 17 Jul 2021, 8:18:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 7 min 14 sec |
| CPU time | 1 hours 7 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,412.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.57 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1590 | loss: 0.0312357 | val_loss: 0.0312398 | Time: 1989.21 ms
[2021-07-17 08:13:30 main:581] : INFO : Epoch 1591 | loss: 0.0312341 | val_loss: 0.0312325 | Time: 1876.68 ms
[2021-07-17 08:13:31 main:581] : INFO : Epoch 1592 | loss: 0.0312338 | val_loss: 0.031241 | Time: 1802.14 ms
[2021-07-17 08:13:34 main:581] : INFO : Epoch 1593 | loss: 0.031233 | val_loss: 0.0312375 | Time: 2035.69 ms
[2021-07-17 08:13:35 main:581] : INFO : Epoch 1594 | loss: 0.031238 | val_loss: 0.0312368 | Time: 1865.12 ms
[2021-07-17 08:13:37 main:581] : INFO : Epoch 1595 | loss: 0.0312319 | val_loss: 0.0312328 | Time: 1720.92 ms
[2021-07-17 08:13:39 main:581] : INFO : Epoch 1596 | loss: 0.0312306 | val_loss: 0.0312355 | Time: 1726.12 ms
[2021-07-17 08:13:41 main:581] : INFO : Epoch 1597 | loss: 0.0312319 | val_loss: 0.031232 | Time: 1893.28 ms
[2021-07-17 08:13:42 main:581] : INFO : Epoch 1598 | loss: 0.031233 | val_loss: 0.031242 | Time: 1763.25 ms
[2021-07-17 08:13:44 main:581] : INFO : Epoch 1599 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 1921.13 ms
[2021-07-17 08:13:46 main:581] : INFO : Epoch 1600 | loss: 0.0312329 | val_loss: 0.0312321 | Time: 1997.02 ms
[2021-07-17 08:13:48 main:581] : INFO : Epoch 1601 | loss: 0.0312341 | val_loss: 0.0312339 | Time: 2053.02 ms
[2021-07-17 08:13:50 main:581] : INFO : Epoch 1602 | loss: 0.0312365 | val_loss: 0.0312344 | Time: 1954.14 ms
[2021-07-17 08:13:53 main:581] : INFO : Epoch 1603 | loss: 0.0312336 | val_loss: 0.0312338 | Time: 2086.22 ms
[2021-07-17 08:13:54 main:581] : INFO : Epoch 1604 | loss: 0.0312333 | val_loss: 0.0312318 | Time: 1940.78 ms
[2021-07-17 08:13:56 main:581] : INFO : Epoch 1605 | loss: 0.0312324 | val_loss: 0.0312347 | Time: 1872.37 ms
[2021-07-17 08:13:58 main:581] : INFO : Epoch 1606 | loss: 0.031235 | val_loss: 0.0312314 | Time: 1824.38 ms
[2021-07-17 08:14:00 main:581] : INFO : Epoch 1607 | loss: 0.0312376 | val_loss: 0.0312318 | Time: 1682.48 ms
[2021-07-17 08:14:02 main:581] : INFO : Epoch 1608 | loss: 0.0312311 | val_loss: 0.0312314 | Time: 1910.12 ms
[2021-07-17 08:14:04 main:581] : INFO : Epoch 1609 | loss: 0.0312296 | val_loss: 0.0312303 | Time: 1958.86 ms
[2021-07-17 08:14:06 main:581] : INFO : Epoch 1610 | loss: 0.0312295 | val_loss: 0.0312305 | Time: 2016.14 ms
[2021-07-17 08:14:08 main:581] : INFO : Epoch 1611 | loss: 0.0312282 | val_loss: 0.0312298 | Time: 1982.81 ms
[2021-07-17 08:14:09 main:581] : INFO : Epoch 1612 | loss: 0.0312288 | val_loss: 0.0312296 | Time: 1668.46 ms
[2021-07-17 08:14:11 main:581] : INFO : Epoch 1613 | loss: 0.0312295 | val_loss: 0.0312372 | Time: 1869.31 ms
[2021-07-17 08:14:13 main:581] : INFO : Epoch 1614 | loss: 0.0312379 | val_loss: 0.0312324 | Time: 1955.02 ms
[2021-07-17 08:14:15 main:581] : INFO : Epoch 1615 | loss: 0.0312329 | val_loss: 0.0312393 | Time: 1937.75 ms
[2021-07-17 08:14:17 main:581] : INFO : Epoch 1616 | loss: 0.0312299 | val_loss: 0.0312313 | Time: 1787.09 ms
[2021-07-17 08:14:19 main:581] : INFO : Epoch 1617 | loss: 0.0312283 | val_loss: 0.0312293 | Time: 1789.1 ms
[2021-07-17 08:14:21 main:581] : INFO : Epoch 1618 | loss: 0.0312296 | val_loss: 0.0312292 | Time: 1970.4 ms
[2021-07-17 08:14:23 main:581] : INFO : Epoch 1619 | loss: 0.0312335 | val_loss: 0.0312329 | Time: 1951.26 ms
[2021-07-17 08:14:25 main:581] : INFO : Epoch 1620 | loss: 0.0312298 | val_loss: 0.03123 | Time: 1939.08 ms
[2021-07-17 08:14:27 main:581] : INFO : Epoch 1621 | loss: 0.0312305 | val_loss: 0.0312349 | Time: 2364.21 ms
[2021-07-17 08:14:29 main:581] : INFO : Epoch 1622 | loss: 0.0312348 | val_loss: 0.0312339 | Time: 1995.83 ms
[2021-07-17 08:14:31 main:581] : INFO : Epoch 1623 | loss: 0.0312311 | val_loss: 0.031243 | Time: 1852.99 ms
[2021-07-17 08:14:33 main:581] : INFO : Epoch 1624 | loss: 0.0312338 | val_loss: 0.0312306 | Time: 1738.82 ms
[2021-07-17 08:14:34 main:581] : INFO : Epoch 1625 | loss: 0.0312317 | val_loss: 0.0312404 | Time: 1928.89 ms
[2021-07-17 08:14:36 main:581] : INFO : Epoch 1626 | loss: 0.0312368 | val_loss: 0.031231 | Time: 1814.93 ms
[2021-07-17 08:14:38 main:581] : INFO : Epoch 1627 | loss: 0.0312306 | val_loss: 0.0312313 | Time: 1700.69 ms
[2021-07-17 08:14:40 main:581] : INFO : Epoch 1628 | loss: 0.031229 | val_loss: 0.0312292 | Time: 1841.23 ms
[2021-07-17 08:14:42 main:581] : INFO : Epoch 1629 | loss: 0.0312313 | val_loss: 0.0312294 | Time: 1897.74 ms
[2021-07-17 08:14:44 main:581] : INFO : Epoch 1630 | loss: 0.0312306 | val_loss: 0.03123 | Time: 1976.59 ms
[2021-07-17 08:14:46 main:581] : INFO : Epoch 1631 | loss: 0.0312268 | val_loss: 0.0312296 | Time: 2030.98 ms
[2021-07-17 08:14:48 main:581] : INFO : Epoch 1632 | loss: 0.0312303 | val_loss: 0.0312291 | Time: 2600.62 ms
[2021-07-17 08:14:51 main:581] : INFO : Epoch 1633 | loss: 0.0312294 | val_loss: 0.0312329 | Time: 2316.02 ms
[2021-07-17 08:14:53 main:581] : INFO : Epoch 1634 | loss: 0.0312305 | val_loss: 0.0312294 | Time: 1909.35 ms
[2021-07-17 08:14:54 main:581] : INFO : Epoch 1635 | loss: 0.031228 | val_loss: 0.0312371 | Time: 1716.16 ms
[2021-07-17 08:14:56 main:581] : INFO : Epoch 1636 | loss: 0.0312295 | val_loss: 0.0312315 | Time: 1799.65 ms
[2021-07-17 08:14:58 main:581] : INFO : Epoch 1637 | loss: 0.0312284 | val_loss: 0.0312335 | Time: 1854.63 ms
[2021-07-17 08:15:00 main:581] : INFO : Epoch 1638 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 1733.98 ms
[2021-07-17 08:15:02 main:581] : INFO : Epoch 1639 | loss: 0.0312269 | val_loss: 0.0312287 | Time: 2236.02 ms
[2021-07-17 08:15:04 main:581] : INFO : Epoch 1640 | loss: 0.0312279 | val_loss: 0.0312308 | Time: 2180.04 ms
[2021-07-17 08:15:06 main:581] : INFO : Epoch 1641 | loss: 0.0312305 | val_loss: 0.0312325 | Time: 1991.42 ms
[2021-07-17 08:15:08 main:581] : INFO : Epoch 1642 | loss: 0.0312282 | val_loss: 0.0312276 | Time: 1952.11 ms
[2021-07-17 08:15:10 main:581] : INFO : Epoch 1643 | loss: 0.0312281 | val_loss: 0.0312279 | Time: 1940.05 ms
[2021-07-17 08:15:12 main:581] : INFO : Epoch 1644 | loss: 0.0312276 | val_loss: 0.0312295 | Time: 1800.71 ms
[2021-07-17 08:15:14 main:581] : INFO : Epoch 1645 | loss: 0.0312271 | val_loss: 0.0312275 | Time: 1822.39 ms
[2021-07-17 08:15:15 main:581] : INFO : Epoch 1646 | loss: 0.0312285 | val_loss: 0.0312335 | Time: 1881.39 ms
[2021-07-17 08:15:17 main:581] : INFO : Epoch 1647 | loss: 0.0312264 | val_loss: 0.031227 | Time: 1923.14 ms
[2021-07-17 08:15:19 main:581] : INFO : Epoch 1648 | loss: 0.0312255 | val_loss: 0.0312269 | Time: 1989.84 ms
[2021-07-17 08:15:21 main:581] : INFO : Epoch 1649 | loss: 0.0312253 | val_loss: 0.0312268 | Time: 2050.84 ms
[2021-07-17 08:15:23 main:581] : INFO : Epoch 1650 | loss: 0.0312266 | val_loss: 0.0312304 | Time: 1969.79 ms
[2021-07-17 08:15:25 main:581] : INFO : Epoch 1651 | loss: 0.0312306 | val_loss: 0.0312414 | Time: 1961.86 ms
[2021-07-17 08:15:27 main:581] : INFO : Epoch 1652 | loss: 0.0312344 | val_loss: 0.0312396 | Time: 1919.35 ms
[2021-07-17 08:15:29 main:581] : INFO : Epoch 1653 | loss: 0.0312308 | val_loss: 0.0312313 | Time: 1909.1 ms
[2021-07-17 08:15:31 main:581] : INFO : Epoch 1654 | loss: 0.0312286 | val_loss: 0.0312308 | Time: 1661.11 ms
[2021-07-17 08:15:33 main:581] : INFO : Epoch 1655 | loss: 0.0312266 | val_loss: 0.031232 | Time: 1780.89 ms
[2021-07-17 08:15:35 main:581] : INFO : Epoch 1656 | loss: 0.0312252 | val_loss: 0.0312264 | Time: 1979.49 ms
[2021-07-17 08:15:37 main:581] : INFO : Epoch 1657 | loss: 0.0312261 | val_loss: 0.0312444 | Time: 2013.22 ms
[2021-07-17 08:15:38 main:581] : INFO : Epoch 1658 | loss: 0.0312315 | val_loss: 0.0312285 | Time: 1865.16 ms
[2021-07-17 08:15:40 main:581] : INFO : Epoch 1659 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 1768.74 ms
[2021-07-17 08:15:42 main:581] : INFO : Epoch 1660 | loss: 0.0312281 | val_loss: 0.0312264 | Time: 1971.52 ms
[2021-07-17 08:15:44 main:581] : INFO : Epoch 1661 | loss: 0.0312257 | val_loss: 0.0312265 | Time: 1901.51 ms
[2021-07-17 08:15:46 main:581] : INFO : Epoch 1662 | loss: 0.0312243 | val_loss: 0.0312276 | Time: 1971.46 ms
[2021-07-17 08:15:48 main:581] : INFO : Epoch 1663 | loss: 0.031225 | val_loss: 0.0312274 | Time: 1886.45 ms
[2021-07-17 08:15:50 main:581] : INFO : Epoch 1664 | loss: 0.0312257 | val_loss: 0.031226 | Time: 2142.73 ms
[2021-07-17 08:15:52 main:581] : INFO : Epoch 1665 | loss: 0.0312243 | val_loss: 0.0312257 | Time: 1916.64 ms
[2021-07-17 08:15:54 main:581] : INFO : Epoch 1666 | loss: 0.0312279 | val_loss: 0.0312269 | Time: 2025.46 ms
[2021-07-17 08:15:56 main:581] : INFO : Epoch 1667 | loss: 0.0312284 | val_loss: 0.0312282 | Time: 2056.32 ms
[2021-07-17 08:15:58 main:581] : INFO : Epoch 1668 | loss: 0.0312256 | val_loss: 0.0312258 | Time: 1871.51 ms
[2021-07-17 08:16:00 main:581] : INFO : Epoch 1669 | loss: 0.0312258 | val_loss: 0.0312333 | Time: 1892.94 ms
[2021-07-17 08:16:02 main:581] : INFO : Epoch 1670 | loss: 0.031225 | val_loss: 0.0312258 | Time: 1905.28 ms
[2021-07-17 08:16:04 main:581] : INFO : Epoch 1671 | loss: 0.0312245 | val_loss: 0.0312324 | Time: 1782.01 ms
[2021-07-17 08:16:05 main:581] : INFO : Epoch 1672 | loss: 0.0312263 | val_loss: 0.0312255 | Time: 1753.22 ms
[2021-07-17 08:16:07 main:581] : INFO : Epoch 1673 | loss: 0.0312244 | val_loss: 0.0312251 | Time: 2014.04 ms
[2021-07-17 08:16:10 main:581] : INFO : Epoch 1674 | loss: 0.031223 | val_loss: 0.0312326 | Time: 2609.49 ms
[2021-07-17 08:16:13 main:581] : INFO : Epoch 1675 | loss: 0.0312254 | val_loss: 0.0312314 | Time: 2906.9 ms
[2021-07-17 08:16:15 main:581] : INFO : Epoch 1676 | loss: 0.0312302 | val_loss: 0.0312294 | Time: 2360.62 ms
[2021-07-17 08:16:17 main:581] : INFO : Epoch 1677 | loss: 0.0312261 | val_loss: 0.0312257 | Time: 1931.39 ms
[2021-07-17 08:16:19 main:581] : INFO : Epoch 1678 | loss: 0.0312237 | val_loss: 0.0312277 | Time: 2051.25 ms
[2021-07-17 08:16:21 main:581] : INFO : Epoch 1679 | loss: 0.0312231 | val_loss: 0.031226 | Time: 1951.35 ms
[2021-07-17 08:16:23 main:581] : INFO : Epoch 1680 | loss: 0.0312224 | val_loss: 0.0312256 | Time: 2013.81 ms
[2021-07-17 08:16:25 main:581] : INFO : Epoch 1681 | loss: 0.0312232 | val_loss: 0.0312248 | Time: 1954.43 ms
[2021-07-17 08:16:27 main:581] : INFO : Epoch 1682 | loss: 0.0312228 | val_loss: 0.0312302 | Time: 1861.42 ms
[2021-07-17 08:16:29 main:581] : INFO : Epoch 1683 | loss: 0.0312263 | val_loss: 0.0312247 | Time: 1909.47 ms
[2021-07-17 08:16:31 main:581] : INFO : Epoch 1684 | loss: 0.0312262 | val_loss: 0.0312313 | Time: 1952.34 ms
[2021-07-17 08:16:33 main:581] : INFO : Epoch 1685 | loss: 0.0312246 | val_loss: 0.0312257 | Time: 1771.83 ms
[2021-07-17 08:16:34 main:581] : INFO : Epoch 1686 | loss: 0.0312225 | val_loss: 0.0312241 | Time: 1804.41 ms
[2021-07-17 08:16:36 main:581] : INFO : Epoch 1687 | loss: 0.0312223 | val_loss: 0.031225 | Time: 1945.72 ms
[2021-07-17 08:16:38 main:581] : INFO : Epoch 1688 | loss: 0.0312248 | val_loss: 0.0312326 | Time: 1862.87 ms
[2021-07-17 08:16:40 main:581] : INFO : Epoch 1689 | loss: 0.03123 | val_loss: 0.0312272 | Time: 1862.69 ms
[2021-07-17 08:16:42 main:581] : INFO : Epoch 1690 | loss: 0.0312266 | val_loss: 0.0312282 | Time: 1985.42 ms
[2021-07-17 08:16:44 main:581] : INFO : Epoch 1691 | loss: 0.0312322 | val_loss: 0.0312396 | Time: 1932.61 ms
[2021-07-17 08:16:46 main:581] : INFO : Epoch 1692 | loss: 0.0312287 | val_loss: 0.0312277 | Time: 2010.61 ms
[2021-07-17 08:16:48 main:581] : INFO : Epoch 1693 | loss: 0.0312228 | val_loss: 0.0312237 | Time: 2329.45 ms
[2021-07-17 08:16:51 main:581] : INFO : Epoch 1694 | loss: 0.0312237 | val_loss: 0.0312236 | Time: 2387.77 ms
[2021-07-17 08:16:53 main:581] : INFO : Epoch 1695 | loss: 0.0312212 | val_loss: 0.0312253 | Time: 2044.66 ms
[2021-07-17 08:16:55 main:581] : INFO : Epoch 1696 | loss: 0.0312224 | val_loss: 0.0312303 | Time: 1833.18 ms
[2021-07-17 08:16:57 main:581] : INFO : Epoch 1697 | loss: 0.0312242 | val_loss: 0.031238 | Time: 1866.41 ms
[2021-07-17 08:16:58 main:581] : INFO : Epoch 1698 | loss: 0.0312257 | val_loss: 0.0312241 | Time: 1899.56 ms
[2021-07-17 08:17:00 main:581] : INFO : Epoch 1699 | loss: 0.0312223 | val_loss: 0.0312258 | Time: 2012.69 ms
[2021-07-17 08:17:02 main:581] : INFO : Epoch 1700 | loss: 0.0312233 | val_loss: 0.031223 | Time: 2045.43 ms
[2021-07-17 08:17:04 main:581] : INFO : Epoch 1701 | loss: 0.0312206 | val_loss: 0.0312229 | Time: 1937.6 ms
[2021-07-17 08:17:06 main:581] : INFO : Epoch 1702 | loss: 0.031222 | val_loss: 0.0312252 | Time: 1929.9 ms
[2021-07-17 08:17:08 main:581] : INFO : Epoch 1703 | loss: 0.031221 | val_loss: 0.0312237 | Time: 1954.98 ms
[2021-07-17 08:17:10 main:581] : INFO : Epoch 1704 | loss: 0.031221 | val_loss: 0.0312224 | Time: 1790.55 ms
[2021-07-17 08:17:12 main:581] : INFO : Epoch 1705 | loss: 0.0312221 | val_loss: 0.0312261 | Time: 1858 ms
[2021-07-17 08:17:14 main:581] : INFO : Epoch 1706 | loss: 0.0312247 | val_loss: 0.031237 | Time: 1967.99 ms
[2021-07-17 08:17:16 main:581] : INFO : Epoch 1707 | loss: 0.0312234 | val_loss: 0.0312225 | Time: 2042.33 ms
[2021-07-17 08:17:18 main:581] : INFO : Epoch 1708 | loss: 0.0312205 | val_loss: 0.0312283 | Time: 2041.26 ms
[2021-07-17 08:17:20 main:581] : INFO : Epoch 1709 | loss: 0.0312268 | val_loss: 0.0312328 | Time: 2025.66 ms
[2021-07-17 08:17:22 main:581] : INFO : Epoch 1710 | loss: 0.0312252 | val_loss: 0.0312244 | Time: 1971.08 ms
[2021-07-17 08:17:24 main:581] : INFO : Epoch 1711 | loss: 0.0312213 | val_loss: 0.0312222 | Time: 1776.55 ms
[2021-07-17 08:17:26 main:581] : INFO : Epoch 1712 | loss: 0.0312202 | val_loss: 0.0312224 | Time: 1908.21 ms
[2021-07-17 08:17:28 main:581] : INFO : Epoch 1713 | loss: 0.0312208 | val_loss: 0.0312257 | Time: 1990.29 ms
[2021-07-17 08:17:30 main:581] : INFO : Epoch 1714 | loss: 0.0312211 | val_loss: 0.0312301 | Time: 1895.78 ms
[2021-07-17 08:17:31 main:581] : INFO : Epoch 1715 | loss: 0.0312233 | val_loss: 0.0312242 | Time: 1868.12 ms
[2021-07-17 08:17:33 main:581] : INFO : Epoch 1716 | loss: 0.0312214 | val_loss: 0.031222 | Time: 2020.89 ms
[2021-07-17 08:17:35 main:581] : INFO : Epoch 1717 | loss: 0.0312227 | val_loss: 0.0312232 | Time: 2031.05 ms
[2021-07-17 08:17:37 main:581] : INFO : Epoch 1718 | loss: 0.0312203 | val_loss: 0.0312263 | Time: 1996.07 ms
[2021-07-17 08:17:39 main:581] : INFO : Epoch 1719 | loss: 0.0312215 | val_loss: 0.0312223 | Time: 1864.26 ms
[2021-07-17 08:17:41 main:581] : INFO : Epoch 1720 | loss: 0.0312192 | val_loss: 0.0312224 | Time: 1765.58 ms
[2021-07-17 08:17:43 main:581] : INFO : Epoch 1721 | loss: 0.0312208 | val_loss: 0.0312222 | Time: 2065.07 ms
[2021-07-17 08:17:45 main:581] : INFO : Epoch 1722 | loss: 0.0312205 | val_loss: 0.0312231 | Time: 2238.66 ms
[2021-07-17 08:17:48 main:581] : INFO : Epoch 1723 | loss: 0.0312211 | val_loss: 0.0312261 | Time: 2162.61 ms
[2021-07-17 08:17:50 main:581] : INFO : Epoch 1724 | loss: 0.0312225 | val_loss: 0.0312217 | Time: 2549.98 ms
[2021-07-17 08:17:53 main:581] : INFO : Epoch 1725 | loss: 0.0312242 | val_loss: 0.03123 | Time: 2618.23 ms
[2021-07-17 08:17:55 main:581] : INFO : Epoch 1726 | loss: 0.0312239 | val_loss: 0.031223 | Time: 2727.26 ms
[2021-07-17 08:17:58 main:581] : INFO : Epoch 1727 | loss: 0.0312184 | val_loss: 0.0312216 | Time: 2317.99 ms
[2021-07-17 08:18:00 main:581] : INFO : Epoch 1728 | loss: 0.0312182 | val_loss: 0.0312212 | Time: 2509.28 ms
[2021-07-17 08:18:04 main:581] : INFO : Epoch 1729 | loss: 0.0312203 | val_loss: 0.031223 | Time: 3671.86 ms
[2021-07-17 08:18:07 main:581] : INFO : Epoch 1730 | loss: 0.0312189 | val_loss: 0.0312219 | Time: 3365.1 ms
[2021-07-17 08:18:11 main:581] : INFO : Epoch 1731 | loss: 0.031222 | val_loss: 0.031225 | Time: 3453.23 ms
[2021-07-17 08:18:13 main:581] : INFO : Epoch 1732 | loss: 0.0312231 | val_loss: 0.0312255 | Time: 2073.67 ms
[2021-07-17 08:18:17 main:581] : INFO : Epoch 1733 | loss: 0.0312219 | val_loss: 0.0312218 | Time: 3709.78 ms
[2021-07-17 08:18:19 main:581] : INFO : Epoch 1734 | loss: 0.031218 | val_loss: 0.0312208 | Time: 2194.14 ms
[2021-07-17 08:18:22 main:581] : INFO : Epoch 1735 | loss: 0.0312192 | val_loss: 0.031222 | Time: 3283.53 ms
[2021-07-17 08:18:27 main:581] : INFO : Epoch 1736 | loss: 0.0312211 | val_loss: 0.0312322 | Time: 4511.37 ms
[2021-07-17 08:18:29 main:581] : INFO : Epoch 1737 | loss: 0.0312245 | val_loss: 0.0312252 | Time: 2751.57 ms
[2021-07-17 08:18:31 main:581] : INFO : Epoch 1738 | loss: 0.031219 | val_loss: 0.0312202 | Time: 2001.08 ms
[2021-07-17 08:18:33 main:581] : INFO : Epoch 1739 | loss: 0.0312193 | val_loss: 0.0312219 | Time: 1946.41 ms
[2021-07-17 08:18:35 main:581] : INFO : Epoch 1740 | loss: 0.0312192 | val_loss: 0.0312201 | Time: 1814.3 ms
[2021-07-17 08:18:37 main:581] : INFO : Epoch 1741 | loss: 0.0312184 | val_loss: 0.0312204 | Time: 1804.45 ms
[2021-07-17 08:18:39 main:581] : INFO : Epoch 1742 | loss: 0.031217 | val_loss: 0.0312211 | Time: 1795.05 ms
[2021-07-17 08:18:41 main:581] : INFO : Epoch 1743 | loss: 0.0312182 | val_loss: 0.0312209 | Time: 1926.93 ms
[2021-07-17 08:18:43 main:581] : INFO : Epoch 1744 | loss: 0.0312173 | val_loss: 0.0312214 | Time: 2009.17 ms
[2021-07-17 08:18:45 main:581] : INFO : Epoch 1745 | loss: 0.0312174 | val_loss: 0.0312241 | Time: 2034.96 ms
[2021-07-17 08:18:47 main:581] : INFO : Epoch 1746 | loss: 0.0312173 | val_loss: 0.0312195 | Time: 2031.91 ms
[2021-07-17 08:18:49 main:581] : INFO : Epoch 1747 | loss: 0.0312208 | val_loss: 0.0312238 | Time: 2445.35 ms
[2021-07-17 08:18:51 main:581] : INFO : Epoch 1748 | loss: 0.0312199 | val_loss: 0.0312201 | Time: 2062.8 ms
[2021-07-17 08:18:53 main:581] : INFO : Epoch 1749 | loss: 0.031218 | val_loss: 0.0312192 | Time: 2212.58 ms
[2021-07-17 08:18:56 main:581] : INFO : Epoch 1750 | loss: 0.0312177 | val_loss: 0.0312204 | Time: 2311.07 ms
[2021-07-17 08:18:58 main:581] : INFO : Epoch 1751 | loss: 0.0312167 | val_loss: 0.0312185 | Time: 1792.17 ms
[2021-07-17 08:18:59 main:581] : INFO : Epoch 1752 | loss: 0.0312176 | val_loss: 0.031219 | Time: 1780.95 ms
[2021-07-17 08:19:01 main:581] : INFO : Epoch 1753 | loss: 0.03122 | val_loss: 0.0312232 | Time: 2010.24 ms
[2021-07-17 08:19:03 main:581] : INFO : Epoch 1754 | loss: 0.0312208 | val_loss: 0.0312233 | Time: 1925.69 ms
[2021-07-17 08:19:05 main:581] : INFO : Epoch 1755 | loss: 0.0312194 | val_loss: 0.0312247 | Time: 1847.02 ms
[2021-07-17 08:19:07 main:581] : INFO : Epoch 1756 | loss: 0.0312229 | val_loss: 0.0312209 | Time: 1963.67 ms
[2021-07-17 08:19:09 main:581] : INFO : Epoch 1757 | loss: 0.0312222 | val_loss: 0.0312289 | Time: 2018.92 ms
[2021-07-17 08:19:11 main:581] : INFO : Epoch 1758 | loss: 0.0312174 | val_loss: 0.0312186 | Time: 2013.99 ms
[2021-07-17 08:19:13 main:581] : INFO : Epoch 1759 | loss: 0.0312198 | val_loss: 0.0312218 | Time: 1963.7 ms
[2021-07-17 08:19:15 main:581] : INFO : Epoch 1760 | loss: 0.0312183 | val_loss: 0.0312185 | Time: 2091.58 ms
[2021-07-17 08:19:17 main:581] : INFO : Epoch 1761 | loss: 0.0312155 | val_loss: 0.0312186 | Time: 1908.95 ms
[2021-07-17 08:19:19 main:581] : INFO : Epoch 1762 | loss: 0.0312163 | val_loss: 0.0312193 | Time: 1874.25 ms
[2021-07-17 08:19:21 main:581] : INFO : Epoch 1763 | loss: 0.0312159 | val_loss: 0.0312236 | Time: 1910.9 ms
[2021-07-17 08:19:23 main:581] : INFO : Epoch 1764 | loss: 0.0312161 | val_loss: 0.0312182 | Time: 1990.31 ms
[2021-07-17 08:19:25 main:581] : INFO : Epoch 1765 | loss: 0.031217 | val_loss: 0.0312233 | Time: 1983.97 ms
[2021-07-17 08:19:27 main:581] : INFO : Epoch 1766 | loss: 0.0312165 | val_loss: 0.0312192 | Time: 1971.48 ms
[2021-07-17 08:19:29 main:581] : INFO : Epoch 1767 | loss: 0.0312174 | val_loss: 0.0312184 | Time: 2052.41 ms
[2021-07-17 08:19:31 main:581] : INFO : Epoch 1768 | loss: 0.0312191 | val_loss: 0.0312283 | Time: 2000.26 ms
[2021-07-17 08:19:33 main:581] : INFO : Epoch 1769 | loss: 0.031218 | val_loss: 0.0312201 | Time: 2047.17 ms
[2021-07-17 08:19:35 main:581] : INFO : Epoch 1770 | loss: 0.0312193 | val_loss: 0.0312187 | Time: 2114.54 ms
[2021-07-17 08:19:37 main:581] : INFO : Epoch 1771 | loss: 0.0312157 | val_loss: 0.0312185 | Time: 1744.13 ms
[2021-07-17 08:19:38 main:581] : INFO : Epoch 1772 | loss: 0.031216 | val_loss: 0.0312189 | Time: 1719.58 ms
[2021-07-17 08:19:40 main:581] : INFO : Epoch 1773 | loss: 0.0312155 | val_loss: 0.0312192 | Time: 1895.32 ms
[2021-07-17 08:19:42 main:581] : INFO : Epoch 1774 | loss: 0.0312194 | val_loss: 0.0312183 | Time: 1857.38 ms
[2021-07-17 08:19:44 main:581] : INFO : Epoch 1775 | loss: 0.0312172 | val_loss: 0.0312232 | Time: 2006.96 ms
[2021-07-17 08:19:46 main:581] : INFO : Epoch 1776 | loss: 0.0312171 | val_loss: 0.0312176 | Time: 2035.54 ms
[2021-07-17 08:19:48 main:581] : INFO : Epoch 1777 | loss: 0.0312242 | val_loss: 0.0312217 | Time: 2037.32 ms
[2021-07-17 08:19:50 main:581] : INFO : Epoch 1778 | loss: 0.0312174 | val_loss: 0.0312173 | Time: 2058.87 ms
[2021-07-17 08:19:52 main:581] : INFO : Epoch 1779 | loss: 0.031221 | val_loss: 0.03122 | Time: 2001.42 ms
[2021-07-17 08:19:54 main:581] : INFO : Epoch 1780 | loss: 0.0312186 | val_loss: 0.0312201 | Time: 1982.58 ms
[2021-07-17 08:19:56 main:581] : INFO : Epoch 1781 | loss: 0.0312154 | val_loss: 0.0312171 | Time: 2033.98 ms
[2021-07-17 08:19:58 main:581] : INFO : Epoch 1782 | loss: 0.0312149 | val_loss: 0.0312173 | Time: 2010.94 ms
[2021-07-17 08:20:00 main:581] : INFO : Epoch 1783 | loss: 0.0312146 | val_loss: 0.0312215 | Time: 1962.92 ms
[2021-07-17 08:20:02 main:581] : INFO : Epoch 1784 | loss: 0.0312151 | val_loss: 0.0312196 | Time: 1834.81 ms
[2021-07-17 08:20:04 main:581] : INFO : Epoch 1785 | loss: 0.0312148 | val_loss: 0.0312186 | Time: 1934.01 ms
[2021-07-17 08:20:06 main:581] : INFO : Epoch 1786 | loss: 0.0312148 | val_loss: 0.0312163 | Time: 2038.51 ms
[2021-07-17 08:20:08 main:581] : INFO : Epoch 1787 | loss: 0.0312136 | val_loss: 0.0312199 | Time: 1948.28 ms
[2021-07-17 08:20:10 main:581] : INFO : Epoch 1788 | loss: 0.0312157 | val_loss: 0.0312185 | Time: 1876.65 ms
[2021-07-17 08:20:12 main:581] : INFO : Epoch 1789 | loss: 0.0312173 | val_loss: 0.0312179 | Time: 1994.6 ms
[2021-07-17 08:20:14 main:581] : INFO : Epoch 1790 | loss: 0.0312139 | val_loss: 0.0312175 | Time: 1931.86 ms
[2021-07-17 08:20:16 main:581] : INFO : Epoch 1791 | loss: 0.0312145 | val_loss: 0.0312201 | Time: 2009.4 ms
[2021-07-17 08:20:18 main:581] : INFO : Epoch 1792 | loss: 0.0312136 | val_loss: 0.0312164 | Time: 2028.54 ms
[2021-07-17 08:20:20 main:581] : INFO : Epoch 1793 | loss: 0.0312133 | val_loss: 0.0312177 | Time: 2083.5 ms
[2021-07-17 08:20:22 main:581] : INFO : Epoch 1794 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 2152.89 ms
[2021-07-17 08:20:24 main:581] : INFO : Epoch 1795 | loss: 0.0312154 | val_loss: 0.0312218 | Time: 2040.33 ms
[2021-07-17 08:20:26 main:581] : INFO : Epoch 1796 | loss: 0.0312134 | val_loss: 0.0312165 | Time: 1981.22 ms
[2021-07-17 08:20:28 main:581] : INFO : Epoch 1797 | loss: 0.0312132 | val_loss: 0.0312171 | Time: 2218.64 ms
[2021-07-17 08:20:30 main:581] : INFO : Epoch 1798 | loss: 0.0312136 | val_loss: 0.0312213 | Time: 1784.27 ms
[2021-07-17 08:20:32 main:581] : INFO : Epoch 1799 | loss: 0.0312179 | val_loss: 0.0312276 | Time: 1964.85 ms
[2021-07-17 08:20:34 main:581] : INFO : Epoch 1800 | loss: 0.0312178 | val_loss: 0.0312159 | Time: 1930.86 ms
[2021-07-17 08:20:36 main:581] : INFO : Epoch 1801 | loss: 0.0312133 | val_loss: 0.0312179 | Time: 1959.77 ms
[2021-07-17 08:20:39 main:581] : INFO : Epoch 1802 | loss: 0.0312149 | val_loss: 0.031219 | Time: 2817.63 ms
[2021-07-17 08:20:41 main:581] : INFO : Epoch 1803 | loss: 0.0312143 | val_loss: 0.0312172 | Time: 2108.4 ms
[2021-07-17 08:20:43 main:581] : INFO : Epoch 1804 | loss: 0.0312132 | val_loss: 0.0312201 | Time: 2003.27 ms
[2021-07-17 08:20:45 main:581] : INFO : Epoch 1805 | loss: 0.0312152 | val_loss: 0.0312179 | Time: 2081.29 ms
[2021-07-17 08:20:47 main:581] : INFO : Epoch 1806 | loss: 0.0312144 | val_loss: 0.0312205 | Time: 1963.03 ms
[2021-07-17 08:20:49 main:581] : INFO : Epoch 1807 | loss: 0.0312165 | val_loss: 0.0312155 | Time: 2013.1 ms
[2021-07-17 08:20:51 main:581] : INFO : Epoch 1808 | loss: 0.0312126 | val_loss: 0.0312175 | Time: 1927.71 ms
[2021-07-17 08:20:53 main:581] : INFO : Epoch 1809 | loss: 0.0312133 | val_loss: 0.0312179 | Time: 1978.65 ms
[2021-07-17 08:20:55 main:581] : INFO : Epoch 1810 | loss: 0.0312133 | val_loss: 0.0312161 | Time: 1878.85 ms
[2021-07-17 08:20:57 main:581] : INFO : Epoch 1811 | loss: 0.0312125 | val_loss: 0.0312158 | Time: 1752.48 ms
[2021-07-17 08:20:58 main:581] : INFO : Epoch 1812 | loss: 0.0312123 | val_loss: 0.0312163 | Time: 1812.7 ms
[2021-07-17 08:21:00 main:581] : INFO : Epoch 1813 | loss: 0.0312139 | val_loss: 0.0312236 | Time: 2043.85 ms
[2021-07-17 08:21:03 main:581] : INFO : Epoch 1814 | loss: 0.0312151 | val_loss: 0.0312152 | Time: 2374.51 ms
[2021-07-17 08:21:05 main:581] : INFO : Epoch 1815 | loss: 0.0312123 | val_loss: 0.0312169 | Time: 2034.73 ms
[2021-07-17 08:21:07 main:581] : INFO : Epoch 1816 | loss: 0.0312132 | val_loss: 0.0312168 | Time: 2069.58 ms
[2021-07-17 08:21:09 main:581] : INFO : Epoch 1817 | loss: 0.0312129 | val_loss: 0.0312161 | Time: 2058.73 ms
[2021-07-17 08:21:12 main:581] : INFO : Epoch 1818 | loss: 0.0312114 | val_loss: 0.0312171 | Time: 2702.39 ms
[2021-07-17 08:21:14 main:581] : INFO : Epoch 1819 | loss: 0.0312142 | val_loss: 0.0312174 | Time: 1949.23 ms
[2021-07-17 08:21:16 main:581] : INFO : Epoch 1820 | loss: 0.0312123 | val_loss: 0.0312177 | Time: 1867.21 ms
[2021-07-17 08:21:17 main:581] : INFO : Epoch 1821 | loss: 0.0312136 | val_loss: 0.0312154 | Time: 1856.91 ms
[2021-07-17 08:21:19 main:581] : INFO : Epoch 1822 | loss: 0.0312114 | val_loss: 0.0312208 | Time: 1637.49 ms
[2021-07-17 08:21:21 main:581] : INFO : Epoch 1823 | loss: 0.0312121 | val_loss: 0.0312147 | Time: 1963.01 ms
[2021-07-17 08:21:23 main:581] : INFO : Epoch 1824 | loss: 0.031215 | val_loss: 0.0312184 | Time: 2060.66 ms
[2021-07-17 08:21:25 main:581] : INFO : Epoch 1825 | loss: 0.0312129 | val_loss: 0.0312228 | Time: 2077.07 ms
[2021-07-17 08:21:27 main:581] : INFO : Epoch 1826 | loss: 0.0312119 | val_loss: 0.0312149 | Time: 2057.1 ms
[2021-07-17 08:21:29 main:581] : INFO : Epoch 1827 | loss: 0.0312128 | val_loss: 0.0312159 | Time: 1928.7 ms
[2021-07-17 08:21:31 main:581] : INFO : Epoch 1828 | loss: 0.0312163 | val_loss: 0.0312187 | Time: 1776.71 ms
[2021-07-17 08:21:33 main:581] : INFO : Epoch 1829 | loss: 0.0312129 | val_loss: 0.0312149 | Time: 2045.71 ms
[2021-07-17 08:21:35 main:581] : INFO : Epoch 1830 | loss: 0.0312125 | val_loss: 0.031217 | Time: 2035.31 ms
[2021-07-17 08:21:37 main:581] : INFO : Epoch 1831 | loss: 0.0312116 | val_loss: 0.0312173 | Time: 2021.17 ms
[2021-07-17 08:21:39 main:581] : INFO : Epoch 1832 | loss: 0.0312128 | val_loss: 0.031215 | Time: 1901.59 ms
[2021-07-17 08:21:41 main:581] : INFO : Epoch 1833 | loss: 0.0312132 | val_loss: 0.0312145 | Time: 2018.12 ms
[2021-07-17 08:21:43 main:581] : INFO : Epoch 1834 | loss: 0.0312122 | val_loss: 0.031214 | Time: 2001.94 ms
[2021-07-17 08:21:45 main:581] : INFO : Epoch 1835 | loss: 0.0312108 | val_loss: 0.0312157 | Time: 1924.6 ms
[2021-07-17 08:21:47 main:581] : INFO : Epoch 1836 | loss: 0.0312118 | val_loss: 0.0312265 | Time: 1753.7 ms
[2021-07-17 08:21:49 main:581] : INFO : Epoch 1837 | loss: 0.0312144 | val_loss: 0.0312262 | Time: 1936.02 ms
[2021-07-17 08:21:51 main:581] : INFO : Epoch 1838 | loss: 0.0312132 | val_loss: 0.0312158 | Time: 2043.74 ms
[2021-07-17 08:21:53 main:581] : INFO : Epoch 1839 | loss: 0.0312159 | val_loss: 0.0312144 | Time: 2158.65 ms
[2021-07-17 08:21:55 main:581] : INFO : Epoch 1840 | loss: 0.0312155 | val_loss: 0.0312154 | Time: 2209.69 ms
[2021-07-17 08:21:57 main:581] : INFO : Epoch 1841 | loss: 0.0312173 | val_loss: 0.0312171 | Time: 1923.85 ms
[2021-07-17 08:21:59 main:581] : INFO : Epoch 1842 | loss: 0.0312197 | val_loss: 0.0312245 | Time: 2025.79 ms
[2021-07-17 08:22:01 main:581] : INFO : Epoch 1843 | loss: 0.0312157 | val_loss: 0.0312179 | Time: 1991.37 ms
[2021-07-17 08:22:03 main:581] : INFO : Epoch 1844 | loss: 0.0312129 | val_loss: 0.0312196 | Time: 1784.31 ms
[2021-07-17 08:22:05 main:581] : INFO : Epoch 1845 | loss: 0.0312111 | val_loss: 0.0312163 | Time: 1916.24 ms
[2021-07-17 08:22:07 main:581] : INFO : Epoch 1846 | loss: 0.0312102 | val_loss: 0.0312145 | Time: 2029.91 ms
[2021-07-17 08:22:09 main:581] : INFO : Epoch 1847 | loss: 0.03121 | val_loss: 0.0312193 | Time: 2047.03 ms
[2021-07-17 08:22:11 main:581] : INFO : Epoch 1848 | loss: 0.0312126 | val_loss: 0.0312137 | Time: 2010.75 ms
[2021-07-17 08:22:13 main:581] : INFO : Epoch 1849 | loss: 0.0312096 | val_loss: 0.0312133 | Time: 2035.3 ms
[2021-07-17 08:22:15 main:581] : INFO : Epoch 1850 | loss: 0.0312112 | val_loss: 0.0312142 | Time: 2031.07 ms
[2021-07-17 08:22:17 main:581] : INFO : Epoch 1851 | loss: 0.0312115 | val_loss: 0.0312173 | Time: 2005.71 ms
[2021-07-17 08:22:19 main:581] : INFO : Epoch 1852 | loss: 0.0312106 | val_loss: 0.0312135 | Time: 1946.19 ms
[2021-07-17 08:22:21 main:581] : INFO : Epoch 1853 | loss: 0.0312108 | val_loss: 0.0312183 | Time: 1817 ms
[2021-07-17 08:22:22 main:581] : INFO : Epoch 1854 | loss: 0.0312123 | val_loss: 0.0312144 | Time: 1789.43 ms
[2021-07-17 08:22:24 main:581] : INFO : Epoch 1855 | loss: 0.0312094 | val_loss: 0.0312182 | Time: 1918.66 ms
[2021-07-17 08:22:26 main:581] : INFO : Epoch 1856 | loss: 0.0312113 | val_loss: 0.031216 | Time: 1851.27 ms
SIGSEGV: segmentation violation
Stack trace (22 frames):
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55ca93771f9c]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f300cd82730]
/lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7f2f8e69cd57]
/lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7f2f8e69ceba]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x55ca9376db25]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x55ca9376dbee]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f300cd82730]
/lib/x86_64-linux-gnu/libpthread.so.0(pthread_cond_wait+0x1fa)[0x7f300cd7e00a]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(_ZNSt18condition_variable4waitERSt11unique_lockISt5mutexE+0xc)[0x55ca93808abc]
./libtorch_cpu.so(+0x275d0c3)[0x7f300937b0c3]
./libtorch_cpu.so(_ZN5torch8autograd6Engine11thread_mainERKSt10shared_ptrINS0_9GraphTaskEE+0xfc)[0x7f300937fc8c]
./libtorch_cpu.so(_ZN5torch8autograd6Engine23execute_with_graph_taskERKSt10shared_ptrINS0_9GraphTaskEES2_INS0_4NodeEE+0x490)[0x7f300937d7c0]
./libtorch_cpu.so(_ZN5torch8autograd6Engine7executeERKSt6vectorINS0_4EdgeESaIS3_EERKS2_IN2at6TensorESaIS9_EEbbS7_+0x82f)[0x7f300937c9af]
./libtorch_cpu.so(+0x274c935)[0x7f300936a935]
./libtorch_cpu.so(_ZN5torch8autograd8backwardERKSt6vectorIN2at6TensorESaIS3_EES7_N3c108optionalIbEEb+0x87)[0x7f300936b8b7]
./libtorch_cpu.so(+0x2c15b10)[0x7f3009833b10]
./libtorch_cpu.so(+0x2407072)[0x7f3009025072]
./libtorch_cpu.so(_ZNK2at6Tensor8backwardERKS0_N3c108optionalIbEEb+0x155)[0x7f3007b81065]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a27f)[0x55ca9348e27f]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x55ca9347ed10]
/lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7f2f8e68709b]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x55ca9347a75a]
Exiting...
DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c --maxepoch 2048
nthreads: 1 gpudev: 0
Re-exec()-ing to set environment correctly
Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce RTX 2080 Ti)
[2021-07-17 10:11:28 main:442] : INFO : Set logging level to 1
[2021-07-17 10:11:28 main:448] : INFO : Running in BOINC Client mode
[2021-07-17 10:11:28 main:451] : INFO : Resolving all filenames
[2021-07-17 10:11:28 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1)
[2021-07-17 10:11:28 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625432393-20759-1_0_r1927825093_1 (exists = 1)
[2021-07-17 10:11:28 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625432393-20759-1_0_r1927825093_0 (exists = 0)
[2021-07-17 10:11:28 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625432393-20759-1 (exists = 1)
[2021-07-17 10:11:28 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-07-17 10:11:28 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5
[2021-07-17 10:11:28 main:481] : INFO : Configuration:
[2021-07-17 10:11:28 main:482] : INFO : Model type: GRU
[2021-07-17 10:11:28 main:483] : INFO : Validation Loss Threshold: 0.0001
[2021-07-17 10:11:28 main:484] : INFO : Max Epochs: 2048
[2021-07-17 10:11:28 main:485] : INFO : Batch Size: 128
[2021-07-17 10:11:28 main:486] : INFO : Learning Rate: 0.01
[2021-07-17 10:11:28 main:487] : INFO : Patience: 10
[2021-07-17 10:11:28 main:488] : INFO : Hidden Width: 12
[2021-07-17 10:11:28 main:489] : INFO : # Recurrent Layers: 4
[2021-07-17 10:11:28 main:490] : INFO : # Backend Layers: 4
[2021-07-17 10:11:28 main:491] : INFO : # Threads: 1
[2021-07-17 10:11:28 main:493] : INFO : Preparing Dataset
[2021-07-17 10:11:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 10:11:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 10:11:31 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-07-17 10:11:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 10:11:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-07-17 10:11:31 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-07-17 10:11:31 main:501] : INFO : Creating Model
[2021-07-17 10:11:31 main:514] : INFO : Preparing config file
[2021-07-17 10:11:31 main:518] : INFO : Found checkpoint, attempting to load...
[2021-07-17 10:11:31 main:519] : INFO : Loading config
[2021-07-17 10:11:31 main:521] : INFO : Loading state
[2021-07-17 10:11:33 main:566] : INFO : Loading DataLoader into Memory
[2021-07-17 10:11:33 main:569] : INFO : Starting Training
[2021-07-17 10:11:37 main:581] : INFO : Epoch 1853 | loss: 0.0313688 | val_loss: 0.0312737 | Time: 4485.54 ms
[2021-07-17 10:11:39 main:581] : INFO : Epoch 1854 | loss: 0.0312577 | val_loss: 0.0312518 | Time: 1944.97 ms
[2021-07-17 10:11:41 main:581] : INFO : Epoch 1855 | loss: 0.031252 | val_loss: 0.0312509 | Time: 1867.98 ms
[2021-07-17 10:11:43 main:581] : INFO : Epoch 1856 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1624.99 ms
[2021-07-17 10:11:44 main:581] : INFO : Epoch 1857 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1973.16 ms
[2021-07-17 10:11:46 main:581] : INFO : Epoch 1858 | loss: 0.0312466 | val_loss: 0.0312446 | Time: 1972.14 ms
[2021-07-17 10:11:48 main:581] : INFO : Epoch 1859 | loss: 0.0312423 | val_loss: 0.0312397 | Time: 1924.99 ms
[2021-07-17 10:11:50 main:581] : INFO : Epoch 1860 | loss: 0.0312359 | val_loss: 0.0312326 | Time: 1915.95 ms
[2021-07-17 10:11:52 main:581] : INFO : Epoch 1861 | loss: 0.0312221 | val_loss: 0.0312147 | Time: 1988.7 ms
[2021-07-17 10:11:54 main:581] : INFO : Epoch 1862 | loss: 0.0312117 | val_loss: 0.0312173 | Time: 1910.18 ms
[2021-07-17 10:11:56 main:581] : INFO : Epoch 1863 | loss: 0.0312036 | val_loss: 0.0311979 | Time: 1903.51 ms
[2021-07-17 10:11:58 main:581] : INFO : Epoch 1864 | loss: 0.0311913 | val_loss: 0.031189 | Time: 1935.2 ms
[2021-07-17 10:12:00 main:581] : INFO : Epoch 1865 | loss: 0.0311906 | val_loss: 0.0311858 | Time: 1668.25 ms
[2021-07-17 10:12:01 main:581] : INFO : Epoch 1866 | loss: 0.0311825 | val_loss: 0.0311784 | Time: 1766.01 ms
[2021-07-17 10:12:03 main:581] : INFO : Epoch 1867 | loss: 0.0311807 | val_loss: 0.0311766 | Time: 1985.65 ms
[2021-07-17 10:12:05 main:581] : INFO : Epoch 1868 | loss: 0.0311781 | val_loss: 0.0311729 | Time: 1939.23 ms
[2021-07-17 10:12:07 main:581] : INFO : Epoch 1869 | loss: 0.031173 | val_loss: 0.031175 | Time: 2010.09 ms
[2021-07-17 10:12:09 main:581] : INFO : Epoch 1870 | loss: 0.031174 | val_loss: 0.0311727 | Time: 1964.02 ms
[2021-07-17 10:12:11 main:581] : INFO : Epoch 1871 | loss: 0.0311746 | val_loss: 0.0311733 | Time: 1941.45 ms
[2021-07-17 10:12:13 main:581] : INFO : Epoch 1872 | loss: 0.0311725 | val_loss: 0.0311736 | Time: 1816.83 ms
[2021-07-17 10:12:15 main:581] : INFO : Epoch 1873 | loss: 0.03117 | val_loss: 0.0311701 | Time: 1690.76 ms
[2021-07-17 10:12:17 main:581] : INFO : Epoch 1874 | loss: 0.031171 | val_loss: 0.0311745 | Time: 1720.45 ms
[2021-07-17 10:12:18 main:581] : INFO : Epoch 1875 | loss: 0.0311724 | val_loss: 0.0311706 | Time: 1808.84 ms
[2021-07-17 10:12:20 main:581] : INFO : Epoch 1876 | loss: 0.0311692 | val_loss: 0.0311711 | Time: 2000.76 ms
[2021-07-17 10:12:22 main:581] : INFO : Epoch 1877 | loss: 0.031168 | val_loss: 0.0311732 | Time: 1879.92 ms
[2021-07-17 10:12:24 main:581] : INFO : Epoch 1878 | loss: 0.0311696 | val_loss: 0.0311715 | Time: 1935.94 ms
[2021-07-17 10:12:26 main:581] : INFO : Epoch 1879 | loss: 0.0311709 | val_loss: 0.0311735 | Time: 2001.41 ms
[2021-07-17 10:12:28 main:581] : INFO : Epoch 1880 | loss: 0.0311682 | val_loss: 0.0311716 | Time: 2000.87 ms
[2021-07-17 10:12:30 main:581] : INFO : Epoch 1881 | loss: 0.0311674 | val_loss: 0.0311709 | Time: 1832.24 ms
[2021-07-17 10:12:32 main:581] : INFO : Epoch 1882 | loss: 0.0311672 | val_loss: 0.0311733 | Time: 1701.71 ms
[2021-07-17 10:12:33 main:581] : INFO : Epoch 1883 | loss: 0.0311665 | val_loss: 0.0311743 | Time: 1643.79 ms
[2021-07-17 10:12:35 main:581] : INFO : Epoch 1884 | loss: 0.0311681 | val_loss: 0.031173 | Time: 1648.71 ms
[2021-07-17 10:12:37 main:581] : INFO : Epoch 1885 | loss: 0.0311689 | val_loss: 0.0311681 | Time: 1913.07 ms
[2021-07-17 10:12:39 main:581] : INFO : Epoch 1886 | loss: 0.0311685 | val_loss: 0.0311697 | Time: 1949.62 ms
[2021-07-17 10:12:41 main:581] : INFO : Epoch 1887 | loss: 0.0311654 | val_loss: 0.031164 | Time: 1813.74 ms
[2021-07-17 10:12:43 main:581] : INFO : Epoch 1888 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 1873.74 ms
[2021-07-17 10:12:45 main:581] : INFO : Epoch 1889 | loss: 0.0311658 | val_loss: 0.0311675 | Time: 2032.69 ms
[2021-07-17 10:12:47 main:581] : INFO : Epoch 1890 | loss: 0.0311651 | val_loss: 0.0311689 | Time: 2009.73 ms
[2021-07-17 10:12:49 main:581] : INFO : Epoch 1891 | loss: 0.0311648 | val_loss: 0.0311708 | Time: 1978.49 ms
[2021-07-17 10:12:51 main:581] : INFO : Epoch 1892 | loss: 0.0311632 | val_loss: 0.0311677 | Time: 2020.62 ms
[2021-07-17 10:12:53 main:581] : INFO : Epoch 1893 | loss: 0.0311629 | val_loss: 0.0311676 | Time: 2064.3 ms
[2021-07-17 10:12:54 main:581] : INFO : Epoch 1894 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 1746.25 ms
[2021-07-17 10:12:56 main:581] : INFO : Epoch 1895 | loss: 0.0311609 | val_loss: 0.0311672 | Time: 1760.16 ms
[2021-07-17 10:12:58 main:581] : INFO : Epoch 1896 | loss: 0.0311605 | val_loss: 0.0311651 | Time: 1964.33 ms
[2021-07-17 10:13:00 main:581] : INFO : Epoch 1897 | loss: 0.0311602 | val_loss: 0.0311657 | Time: 1972.35 ms
[2021-07-17 10:13:02 main:581] : INFO : Epoch 1898 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 1975.35 ms
[2021-07-17 10:13:04 main:581] : INFO : Epoch 1899 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 1998.52 ms
[2021-07-17 10:13:06 main:581] : INFO : Epoch 1900 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 1997.94 ms
[2021-07-17 10:13:08 main:581] : INFO : Epoch 1901 | loss: 0.0311632 | val_loss: 0.031172 | Time: 1954.38 ms
[2021-07-17 10:13:10 main:581] : INFO : Epoch 1902 | loss: 0.0311602 | val_loss: 0.0311667 | Time: 1967.45 ms
[2021-07-17 10:13:12 main:581] : INFO : Epoch 1903 | loss: 0.0311605 | val_loss: 0.0311659 | Time: 1969.33 ms
[2021-07-17 10:13:14 main:581] : INFO : Epoch 1904 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 1976.63 ms
[2021-07-17 10:13:16 main:581] : INFO : Epoch 1905 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 1735.16 ms
[2021-07-17 10:13:18 main:581] : INFO : Epoch 1906 | loss: 0.0311607 | val_loss: 0.0311678 | Time: 1902.59 ms
[2021-07-17 10:13:20 main:581] : INFO : Epoch 1907 | loss: 0.0311604 | val_loss: 0.0311665 | Time: 2029.77 ms
[2021-07-17 10:13:22 main:581] : INFO : Epoch 1908 | loss: 0.0311619 | val_loss: 0.0311679 | Time: 2058.99 ms
[2021-07-17 10:13:24 main:581] : INFO : Epoch 1909 | loss: 0.0311623 | val_loss: 0.0311721 | Time: 2016.79 ms
[2021-07-17 10:13:25 main:581] : INFO : Epoch 1910 | loss: 0.0311709 | val_loss: 0.0311716 | Time: 1780.77 ms
[2021-07-17 10:13:27 main:581] : INFO : Epoch 1911 | loss: 0.03117 | val_loss: 0.0311714 | Time: 1816.56 ms
[2021-07-17 10:13:29 main:581] : INFO : Epoch 1912 | loss: 0.031168 | val_loss: 0.0311716 | Time: 1986.14 ms
[2021-07-17 10:13:31 main:581] : INFO : Epoch 1913 | loss: 0.0311649 | val_loss: 0.0311697 | Time: 1847.95 ms
[2021-07-17 10:13:33 main:581] : INFO : Epoch 1914 | loss: 0.0311652 | val_loss: 0.0311676 | Time: 1892.81 ms
[2021-07-17 10:13:35 main:581] : INFO : Epoch 1915 | loss: 0.0311625 | val_loss: 0.0311694 | Time: 1949.91 ms
[2021-07-17 10:13:37 main:581] : INFO : Epoch 1916 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 1953.96 ms
[2021-07-17 10:13:39 main:581] : INFO : Epoch 1917 | loss: 0.0311612 | val_loss: 0.0311668 | Time: 2004.34 ms
[2021-07-17 10:13:41 main:581] : INFO : Epoch 1918 | loss: 0.0311607 | val_loss: 0.0311683 | Time: 2012.02 ms
[2021-07-17 10:13:43 main:581] : INFO : Epoch 1919 | loss: 0.0311611 | val_loss: 0.0311675 | Time: 1833.43 ms
[2021-07-17 10:13:44 main:581] : INFO : Epoch 1920 | loss: 0.031161 | val_loss: 0.0311662 | Time: 1706.72 ms
[2021-07-17 10:13:46 main:581] : INFO : Epoch 1921 | loss: 0.0311604 | val_loss: 0.0311661 | Time: 1925.71 ms
[2021-07-17 10:13:48 main:581] : INFO : Epoch 1922 | loss: 0.0311595 | val_loss: 0.0311673 | Time: 1813.12 ms
[2021-07-17 10:13:50 main:581] : INFO : Epoch 1923 | loss: 0.031161 | val_loss: 0.0311726 | Time: 1926.75 ms
[2021-07-17 10:13:52 main:581] : INFO : Epoch 1924 | loss: 0.0311598 | val_loss: 0.0311647 | Time: 1890.97 ms
[2021-07-17 10:13:54 main:581] : INFO : Epoch 1925 | loss: 0.0311606 | val_loss: 0.031167 | Time: 2019.16 ms
[2021-07-17 10:13:56 main:581] : INFO : Epoch 1926 | loss: 0.0311592 | val_loss: 0.0311649 | Time: 1961.36 ms
[2021-07-17 10:13:58 main:581] : INFO : Epoch 1927 | loss: 0.0311579 | val_loss: 0.0311802 | Time: 1932.18 ms
[2021-07-17 10:14:00 main:581] : INFO : Epoch 1928 | loss: 0.0311621 | val_loss: 0.0311678 | Time: 1939.72 ms
[2021-07-17 10:14:02 main:581] : INFO : Epoch 1929 | loss: 0.0311585 | val_loss: 0.0311649 | Time: 1945.81 ms
[2021-07-17 10:14:04 main:581] : INFO : Epoch 1930 | loss: 0.0311562 | val_loss: 0.03117 | Time: 1669.16 ms
[2021-07-17 10:14:05 main:581] : INFO : Epoch 1931 | loss: 0.031158 | val_loss: 0.0311657 | Time: 1831.75 ms
[2021-07-17 10:14:07 main:581] : INFO : Epoch 1932 | loss: 0.0311573 | val_loss: 0.0311648 | Time: 1930.94 ms
[2021-07-17 10:14:09 main:581] : INFO : Epoch 1933 | loss: 0.03116 | val_loss: 0.031172 | Time: 1945.57 ms
[2021-07-17 10:14:11 main:581] : INFO : Epoch 1934 | loss: 0.0311626 | val_loss: 0.031168 | Time: 1807.36 ms
[2021-07-17 10:14:13 main:581] : INFO : Epoch 1935 | loss: 0.0311615 | val_loss: 0.0311676 | Time: 1739.96 ms
[2021-07-17 10:14:15 main:581] : INFO : Epoch 1936 | loss: 0.031159 | val_loss: 0.0311655 | Time: 1954.86 ms
[2021-07-17 10:14:17 main:581] : INFO : Epoch 1937 | loss: 0.031157 | val_loss: 0.0311675 | Time: 2019 ms
[2021-07-17 10:14:19 main:581] : INFO : Epoch 1938 | loss: 0.0311588 | val_loss: 0.0311672 | Time: 1980.3 ms
[2021-07-17 10:14:21 main:581] : INFO : Epoch 1939 | loss: 0.0311571 | val_loss: 0.0311656 | Time: 1999.04 ms
[2021-07-17 10:14:23 main:581] : INFO : Epoch 1940 | loss: 0.0311567 | val_loss: 0.0311643 | Time: 1866.73 ms
[2021-07-17 10:14:24 main:581] : INFO : Epoch 1941 | loss: 0.0311556 | val_loss: 0.0311646 | Time: 1652.21 ms
[2021-07-17 10:14:26 main:581] : INFO : Epoch 1942 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 1871.1 ms
[2021-07-17 10:14:28 main:581] : INFO : Epoch 1943 | loss: 0.0311554 | val_loss: 0.0311665 | Time: 1717.79 ms
[2021-07-17 10:14:30 main:581] : INFO : Epoch 1944 | loss: 0.0311558 | val_loss: 0.0311648 | Time: 1870.5 ms
[2021-07-17 10:14:31 main:581] : INFO : Epoch 1945 | loss: 0.0311567 | val_loss: 0.0311665 | Time: 1675.54 ms
[2021-07-17 10:14:33 main:581] : INFO : Epoch 1946 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 1956.33 ms
[2021-07-17 10:14:35 main:581] : INFO : Epoch 1947 | loss: 0.031156 | val_loss: 0.031166 | Time: 2005.27 ms
[2021-07-17 10:14:37 main:581] : INFO : Epoch 1948 | loss: 0.031155 | val_loss: 0.0311663 | Time: 1997.75 ms
[2021-07-17 10:14:39 main:581] : INFO : Epoch 1949 | loss: 0.0311559 | val_loss: 0.031173 | Time: 2032.42 ms
[2021-07-17 10:14:41 main:581] : INFO : Epoch 1950 | loss: 0.0311547 | val_loss: 0.0311646 | Time: 1975.54 ms
[2021-07-17 10:14:43 main:581] : INFO : Epoch 1951 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 1976.32 ms
[2021-07-17 10:14:45 main:581] : INFO : Epoch 1952 | loss: 0.0311583 | val_loss: 0.0311669 | Time: 1982.78 ms
[2021-07-17 10:14:48 main:581] : INFO : Epoch 1953 | loss: 0.0311605 | val_loss: 0.0311674 | Time: 2200.46 ms
[2021-07-17 10:14:50 main:581] : INFO : Epoch 1954 | loss: 0.0311611 | val_loss: 0.031185 | Time: 2357.86 ms
[2021-07-17 10:14:52 main:581] : INFO : Epoch 1955 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 2293.7 ms
[2021-07-17 10:14:54 main:581] : INFO : Epoch 1956 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 1801.15 ms
[2021-07-17 10:14:56 main:581] : INFO : Epoch 1957 | loss: 0.0311568 | val_loss: 0.0311667 | Time: 1982.17 ms
[2021-07-17 10:14:58 main:581] : INFO : Epoch 1958 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 1963.56 ms
[2021-07-17 10:15:00 main:581] : INFO : Epoch 1959 | loss: 0.0311536 | val_loss: 0.0311653 | Time: 1996.54 ms
[2021-07-17 10:15:02 main:581] : INFO : Epoch 1960 | loss: 0.0311547 | val_loss: 0.0311673 | Time: 2037.68 ms
[2021-07-17 10:15:04 main:581] : INFO : Epoch 1961 | loss: 0.0311581 | val_loss: 0.031169 | Time: 2046.38 ms
[2021-07-17 10:15:06 main:581] : INFO : Epoch 1962 | loss: 0.0311546 | val_loss: 0.0311697 | Time: 1964.78 ms
[2021-07-17 10:15:08 main:581] : INFO : Epoch 1963 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 1930.18 ms
[2021-07-17 10:15:10 main:581] : INFO : Epoch 1964 | loss: 0.0311533 | val_loss: 0.0311671 | Time: 1971.46 ms
[2021-07-17 10:15:12 main:581] : INFO : Epoch 1965 | loss: 0.0311553 | val_loss: 0.0311666 | Time: 2017.95 ms
[2021-07-17 10:15:14 main:581] : INFO : Epoch 1966 | loss: 0.031159 | val_loss: 0.0311674 | Time: 2043.63 ms
[2021-07-17 10:15:16 main:581] : INFO : Epoch 1967 | loss: 0.0311567 | val_loss: 0.0311656 | Time: 2516.42 ms
[2021-07-17 10:15:18 main:581] : INFO : Epoch 1968 | loss: 0.0311568 | val_loss: 0.0311689 | Time: 2018.39 ms
[2021-07-17 10:15:20 main:581] : INFO : Epoch 1969 | loss: 0.0311587 | val_loss: 0.031166 | Time: 1909.23 ms
[2021-07-17 10:15:22 main:581] : INFO : Epoch 1970 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 1970.42 ms
[2021-07-17 10:15:24 main:581] : INFO : Epoch 1971 | loss: 0.0311559 | val_loss: 0.031166 | Time: 2016.18 ms
[2021-07-17 10:15:26 main:581] : INFO : Epoch 1972 | loss: 0.0311554 | val_loss: 0.0311656 | Time: 2024.26 ms
[2021-07-17 10:15:28 main:581] : INFO : Epoch 1973 | loss: 0.0311546 | val_loss: 0.0311669 | Time: 2047.36 ms
[2021-07-17 10:15:30 main:581] : INFO : Epoch 1974 | loss: 0.0311537 | val_loss: 0.0311667 | Time: 2029.12 ms
[2021-07-17 10:15:32 main:581] : INFO : Epoch 1975 | loss: 0.0311538 | val_loss: 0.0311656 | Time: 1949.12 ms
[2021-07-17 10:15:35 main:581] : INFO : Epoch 1976 | loss: 0.0311537 | val_loss: 0.0311653 | Time: 2290.39 ms
[2021-07-17 10:15:38 main:581] : INFO : Epoch 1977 | loss: 0.0311523 | val_loss: 0.0311703 | Time: 3337.35 ms
[2021-07-17 10:15:41 main:581] : INFO : Epoch 1978 | loss: 0.031152 | val_loss: 0.0311649 | Time: 2838.18 ms
[2021-07-17 10:15:43 main:581] : INFO : Epoch 1979 | loss: 0.0311508 | val_loss: 0.0311656 | Time: 2381.4 ms
[2021-07-17 10:15:45 main:581] : INFO : Epoch 1980 | loss: 0.0311513 | val_loss: 0.0311651 | Time: 2094.34 ms
[2021-07-17 10:15:48 main:581] : INFO : Epoch 1981 | loss: 0.0311511 | val_loss: 0.0311668 | Time: 2650.99 ms
[2021-07-17 10:15:51 main:581] : INFO : Epoch 1982 | loss: 0.0311514 | val_loss: 0.0311662 | Time: 3170.91 ms
[2021-07-17 10:15:53 main:581] : INFO : Epoch 1983 | loss: 0.0311522 | val_loss: 0.0311701 | Time: 2034.6 ms
[2021-07-17 10:15:55 main:581] : INFO : Epoch 1984 | loss: 0.0311527 | val_loss: 0.0311692 | Time: 1834.42 ms
[2021-07-17 10:15:57 main:581] : INFO : Epoch 1985 | loss: 0.031156 | val_loss: 0.0311708 | Time: 2096.68 ms
[2021-07-17 10:15:59 main:581] : INFO : Epoch 1986 | loss: 0.0311525 | val_loss: 0.0311655 | Time: 1994.21 ms
[2021-07-17 10:16:01 main:581] : INFO : Epoch 1987 | loss: 0.0311503 | val_loss: 0.0311653 | Time: 1944.64 ms
[2021-07-17 10:16:03 main:581] : INFO : Epoch 1988 | loss: 0.0311496 | val_loss: 0.0311675 | Time: 1999.71 ms
[2021-07-17 10:16:05 main:581] : INFO : Epoch 1989 | loss: 0.0311494 | val_loss: 0.0311676 | Time: 1910.63 ms
[2021-07-17 10:16:07 main:581] : INFO : Epoch 1990 | loss: 0.0311513 | val_loss: 0.0311659 | Time: 1860.76 ms
[2021-07-17 10:16:09 main:581] : INFO : Epoch 1991 | loss: 0.0311496 | val_loss: 0.0311666 | Time: 1777.16 ms
[2021-07-17 10:16:11 main:581] : INFO : Epoch 1992 | loss: 0.0311475 | val_loss: 0.0311644 | Time: 2056.78 ms
[2021-07-17 10:16:13 main:581] : INFO : Epoch 1993 | loss: 0.0311478 | val_loss: 0.0311666 | Time: 2073.85 ms
[2021-07-17 10:16:15 main:581] : INFO : Epoch 1994 | loss: 0.0311479 | val_loss: 0.0311677 | Time: 2375.78 ms
[2021-07-17 10:16:18 main:581] : INFO : Epoch 1995 | loss: 0.0311474 | val_loss: 0.0311674 | Time: 2428.01 ms
[2021-07-17 10:16:20 main:581] : INFO : Epoch 1996 | loss: 0.0311491 | val_loss: 0.0311668 | Time: 1918.18 ms
[2021-07-17 10:16:22 main:581] : INFO : Epoch 1997 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 2060.82 ms
[2021-07-17 10:16:24 main:581] : INFO : Epoch 1998 | loss: 0.0311482 | val_loss: 0.0311653 | Time: 2059.41 ms
[2021-07-17 10:16:25 main:581] : INFO : Epoch 1999 | loss: 0.0311504 | val_loss: 0.0311694 | Time: 1804.67 ms
[2021-07-17 10:16:27 main:581] : INFO : Epoch 2000 | loss: 0.031149 | val_loss: 0.031167 | Time: 2001.3 ms
[2021-07-17 10:16:29 main:581] : INFO : Epoch 2001 | loss: 0.0311483 | val_loss: 0.0311701 | Time: 2003.98 ms
[2021-07-17 10:16:31 main:581] : INFO : Epoch 2002 | loss: 0.0311465 | val_loss: 0.0311674 | Time: 1961.06 ms
[2021-07-17 10:16:33 main:581] : INFO : Epoch 2003 | loss: 0.0311482 | val_loss: 0.0311665 | Time: 2009.17 ms
[2021-07-17 10:16:35 main:581] : INFO : Epoch 2004 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 1993.73 ms
[2021-07-17 10:16:37 main:581] : INFO : Epoch 2005 | loss: 0.0311513 | val_loss: 0.0311688 | Time: 1954.48 ms
[2021-07-17 10:16:39 main:581] : INFO : Epoch 2006 | loss: 0.0311553 | val_loss: 0.0311875 | Time: 1839.75 ms
[2021-07-17 10:16:41 main:581] : INFO : Epoch 2007 | loss: 0.0311575 | val_loss: 0.0311743 | Time: 1924.31 ms
[2021-07-17 10:16:43 main:581] : INFO : Epoch 2008 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 1882.98 ms
[2021-07-17 10:16:45 main:581] : INFO : Epoch 2009 | loss: 0.0311514 | val_loss: 0.0311684 | Time: 1909.94 ms
[2021-07-17 10:16:47 main:581] : INFO : Epoch 2010 | loss: 0.0311528 | val_loss: 0.0311717 | Time: 1924.95 ms
[2021-07-17 10:16:49 main:581] : INFO : Epoch 2011 | loss: 0.0311512 | val_loss: 0.0311698 | Time: 1976.71 ms
[2021-07-17 10:16:51 main:581] : INFO : Epoch 2012 | loss: 0.0311523 | val_loss: 0.0311664 | Time: 1977.03 ms
[2021-07-17 10:16:53 main:581] : INFO : Epoch 2013 | loss: 0.0311539 | val_loss: 0.0311661 | Time: 2001.72 ms
[2021-07-17 10:16:55 main:581] : INFO : Epoch 2014 | loss: 0.0311556 | val_loss: 0.0311657 | Time: 1890.39 ms
[2021-07-17 10:16:57 main:581] : INFO : Epoch 2015 | loss: 0.0311571 | val_loss: 0.0311649 | Time: 1881.07 ms
[2021-07-17 10:16:59 main:581] : INFO : Epoch 2016 | loss: 0.0311579 | val_loss: 0.0311646 | Time: 1965.04 ms
[2021-07-17 10:17:01 main:581] : INFO : Epoch 2017 | loss: 0.0311553 | val_loss: 0.0311694 | Time: 1969.82 ms
[2021-07-17 10:17:03 main:581] : INFO : Epoch 2018 | loss: 0.0311549 | val_loss: 0.0311658 | Time: 2006.72 ms
[2021-07-17 10:17:05 main:581] : INFO : Epoch 2019 | loss: 0.031153 | val_loss: 0.0311647 | Time: 1985.43 ms
[2021-07-17 10:17:07 main:581] : INFO : Epoch 2020 | loss: 0.0311524 | val_loss: 0.0311644 | Time: 2002.71 ms
[2021-07-17 10:17:08 main:581] : INFO : Epoch 2021 | loss: 0.0311536 | val_loss: 0.0311643 | Time: 1951.47 ms
[2021-07-17 10:17:10 main:581] : INFO : Epoch 2022 | loss: 0.0311557 | val_loss: 0.0311643 | Time: 1958.03 ms
[2021-07-17 10:17:12 main:581] : INFO : Epoch 2023 | loss: 0.031153 | val_loss: 0.0311667 | Time: 2051.89 ms
[2021-07-17 10:17:15 main:581] : INFO : Epoch 2024 | loss: 0.0311515 | val_loss: 0.0311663 | Time: 2043.18 ms
[2021-07-17 10:17:18 main:581] : INFO : Epoch 2025 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 3473.46 ms
[2021-07-17 10:17:21 main:581] : INFO : Epoch 2026 | loss: 0.0311515 | val_loss: 0.0311659 | Time: 2615.2 ms
[2021-07-17 10:17:23 main:581] : INFO : Epoch 2027 | loss: 0.0311497 | val_loss: 0.0311635 | Time: 2004.16 ms
[2021-07-17 10:17:24 main:581] : INFO : Epoch 2028 | loss: 0.0311499 | val_loss: 0.0311637 | Time: 1858.45 ms
[2021-07-17 10:17:26 main:581] : INFO : Epoch 2029 | loss: 0.0311515 | val_loss: 0.031164 | Time: 1753.68 ms
[2021-07-17 10:17:28 main:581] : INFO : Epoch 2030 | loss: 0.0311529 | val_loss: 0.0311631 | Time: 1683.66 ms
[2021-07-17 10:17:30 main:581] : INFO : Epoch 2031 | loss: 0.0311538 | val_loss: 0.0311635 | Time: 1955.23 ms
[2021-07-17 10:17:32 main:581] : INFO : Epoch 2032 | loss: 0.0311553 | val_loss: 0.0311631 | Time: 1992.92 ms
[2021-07-17 10:17:34 main:581] : INFO : Epoch 2033 | loss: 0.0311544 | val_loss: 0.0311653 | Time: 1964.4 ms
[2021-07-17 10:17:36 main:581] : INFO : Epoch 2034 | loss: 0.0311539 | val_loss: 0.0311645 | Time: 1955.3 ms
[2021-07-17 10:17:38 main:581] : INFO : Epoch 2035 | loss: 0.0311543 | val_loss: 0.0311668 | Time: 2007.03 ms
[2021-07-17 10:17:40 main:581] : INFO : Epoch 2036 | loss: 0.0311541 | val_loss: 0.0311649 | Time: 2040.87 ms
[2021-07-17 10:17:42 main:581] : INFO : Epoch 2037 | loss: 0.0311518 | val_loss: 0.0311679 | Time: 2068.1 ms
[2021-07-17 10:17:44 main:581] : INFO : Epoch 2038 | loss: 0.0311517 | val_loss: 0.0311679 | Time: 2071.28 ms
[2021-07-17 10:17:46 main:581] : INFO : Epoch 2039 | loss: 0.0311523 | val_loss: 0.0311658 | Time: 2013.6 ms
[2021-07-17 10:17:48 main:581] : INFO : Epoch 2040 | loss: 0.0311512 | val_loss: 0.0311675 | Time: 2004.09 ms
[2021-07-17 10:17:50 main:581] : INFO : Epoch 2041 | loss: 0.0311506 | val_loss: 0.0311661 | Time: 1987.53 ms
[2021-07-17 10:17:52 main:581] : INFO : Epoch 2042 | loss: 0.0311524 | val_loss: 0.0311684 | Time: 1953.41 ms
[2021-07-17 10:17:54 main:581] : INFO : Epoch 2043 | loss: 0.0311513 | val_loss: 0.0311664 | Time: 1857.47 ms
[2021-07-17 10:17:56 main:581] : INFO : Epoch 2044 | loss: 0.031149 | val_loss: 0.0311666 | Time: 2047.12 ms
[2021-07-17 10:17:58 main:581] : INFO : Epoch 2045 | loss: 0.0311475 | val_loss: 0.0311667 | Time: 1853.62 ms
[2021-07-17 10:18:00 main:581] : INFO : Epoch 2046 | loss: 0.0311501 | val_loss: 0.0311673 | Time: 2002.06 ms
[2021-07-17 10:18:02 main:581] : INFO : Epoch 2047 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 2039.23 ms
[2021-07-17 10:18:04 main:581] : INFO : Epoch 2048 | loss: 0.0311495 | val_loss: 0.0311665 | Time: 2037.65 ms
[2021-07-17 10:18:04 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311665
[2021-07-17 10:18:04 main:610] : INFO : Saving end state to config to file
[2021-07-17 10:18:04 main:615] : INFO : Success, exiting..
10:18:04 (17878): 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)