Task 9584062
| Name | ParityModified-1636225375-30756-3-0_2 |
| Workunit | 6581972 |
| Created | 8 Dec 2021, 6:12:06 UTC |
| Sent | 8 Dec 2021, 7:12:04 UTC |
| Report deadline | 16 Dec 2021, 7:12:04 UTC |
| Received | 9 Dec 2021, 15:29:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8440 |
| Run time | 1 hours 14 min 1 sec |
| CPU time | 1 hours 12 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,378.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> 12-09 14:13:20 main:574] : INFO : Epoch 1571 | loss: 0.0311251 | val_loss: 0.0311545 | Time: 2018.84 ms [2021-12-09 14:13:22 main:574] : INFO : Epoch 1572 | loss: 0.0311276 | val_loss: 0.0311508 | Time: 2004.18 ms [2021-12-09 14:13:24 main:574] : INFO : Epoch 1573 | loss: 0.0311222 | val_loss: 0.0311528 | Time: 1968.6 ms [2021-12-09 14:13:26 main:574] : INFO : Epoch 1574 | loss: 0.0311236 | val_loss: 0.0311583 | Time: 1820.69 ms [2021-12-09 14:13:28 main:574] : INFO : Epoch 1575 | loss: 0.0311314 | val_loss: 0.0311567 | Time: 1958.58 ms [2021-12-09 14:13:30 main:574] : INFO : Epoch 1576 | loss: 0.0311303 | val_loss: 0.0311543 | Time: 2018.41 ms [2021-12-09 14:13:32 main:574] : INFO : Epoch 1577 | loss: 0.0311286 | val_loss: 0.0311552 | Time: 2082.13 ms [2021-12-09 14:13:34 main:574] : INFO : Epoch 1578 | loss: 0.0311254 | val_loss: 0.0311531 | Time: 2073.19 ms [2021-12-09 14:13:36 main:574] : INFO : Epoch 1579 | loss: 0.0311235 | val_loss: 0.0311528 | Time: 1973.33 ms [2021-12-09 14:13:38 main:574] : INFO : Epoch 1580 | loss: 0.031123 | val_loss: 0.0311564 | Time: 1978.17 ms [2021-12-09 14:13:40 main:574] : INFO : Epoch 1581 | loss: 0.0311243 | val_loss: 0.0311545 | Time: 1928.41 ms [2021-12-09 14:13:42 main:574] : INFO : Epoch 1582 | loss: 0.0311217 | val_loss: 0.0311586 | Time: 2011.1 ms [2021-12-09 14:13:44 main:574] : INFO : Epoch 1583 | loss: 0.0311223 | val_loss: 0.031157 | Time: 2002.14 ms [2021-12-09 14:13:46 main:574] : INFO : Epoch 1584 | loss: 0.0311234 | val_loss: 0.0311513 | Time: 1871.36 ms [2021-12-09 14:13:48 main:574] : INFO : Epoch 1585 | loss: 0.0311228 | val_loss: 0.0311573 | Time: 1874.2 ms [2021-12-09 14:13:50 main:574] : INFO : Epoch 1586 | loss: 0.0311222 | val_loss: 0.0311593 | Time: 1913.16 ms [2021-12-09 14:13:52 main:574] : INFO : Epoch 1587 | loss: 0.0311208 | val_loss: 0.0311534 | Time: 1903.97 ms [2021-12-09 14:13:54 main:574] : INFO : Epoch 1588 | loss: 0.0311183 | val_loss: 0.0311511 | Time: 2021.25 ms [2021-12-09 14:14:06 main:574] : INFO : Epoch 1589 | loss: 0.0311198 | val_loss: 0.0311545 | Time: 11987.5 ms [2021-12-09 14:14:08 main:574] : INFO : Epoch 1590 | loss: 0.0311227 | val_loss: 0.0311533 | Time: 1988.14 ms [2021-12-09 14:14:10 main:574] : INFO : Epoch 1591 | loss: 0.0311211 | val_loss: 0.0311519 | Time: 1986.96 ms [2021-12-09 14:14:12 main:574] : INFO : Epoch 1592 | loss: 0.0311208 | val_loss: 0.0311536 | Time: 1960.17 ms [2021-12-09 14:14:14 main:574] : INFO : Epoch 1593 | loss: 0.0311204 | val_loss: 0.0311512 | Time: 1884.9 ms [2021-12-09 14:14:16 main:574] : INFO : Epoch 1594 | loss: 0.0311192 | val_loss: 0.0311542 | Time: 2110.1 ms [2021-12-09 14:14:28 main:574] : INFO : Epoch 1595 | loss: 0.0311193 | val_loss: 0.0311528 | Time: 12139.9 ms [2021-12-09 14:14:30 main:574] : INFO : Epoch 1596 | loss: 0.0311203 | val_loss: 0.0311561 | Time: 2042.66 ms [2021-12-09 14:14:32 main:574] : INFO : Epoch 1597 | loss: 0.0311207 | val_loss: 0.0311571 | Time: 1971.83 ms [2021-12-09 14:14:34 main:574] : INFO : Epoch 1598 | loss: 0.0311199 | val_loss: 0.0311584 | Time: 1906.08 ms [2021-12-09 14:14:36 main:574] : INFO : Epoch 1599 | loss: 0.031122 | val_loss: 0.0311554 | Time: 2064.84 ms [2021-12-09 14:14:38 main:574] : INFO : Epoch 1600 | loss: 0.0311197 | val_loss: 0.0311547 | Time: 1918.59 ms [2021-12-09 14:14:40 main:574] : INFO : Epoch 1601 | loss: 0.0311206 | val_loss: 0.0311591 | Time: 2007.74 ms [2021-12-09 14:14:42 main:574] : INFO : Epoch 1602 | loss: 0.0311219 | val_loss: 0.031157 | Time: 2023.91 ms [2021-12-09 14:14:44 main:574] : INFO : Epoch 1603 | loss: 0.0311273 | val_loss: 0.0311608 | Time: 2060.27 ms [2021-12-09 14:14:47 main:574] : INFO : Epoch 1604 | loss: 0.0311261 | val_loss: 0.0311575 | Time: 1995.14 ms [2021-12-09 14:14:49 main:574] : INFO : Epoch 1605 | loss: 0.0311233 | val_loss: 0.0311631 | Time: 1998.62 ms [2021-12-09 14:14:51 main:574] : INFO : Epoch 1606 | loss: 0.0311217 | val_loss: 0.0311535 | Time: 2033.48 ms [2021-12-09 14:14:53 main:574] : INFO : Epoch 1607 | loss: 0.0311215 | val_loss: 0.031157 | Time: 1953.87 ms [2021-12-09 14:14:55 main:574] : INFO : Epoch 1608 | loss: 0.0311238 | val_loss: 0.0311625 | Time: 2047.97 ms [2021-12-09 14:14:57 main:574] : INFO : Epoch 1609 | loss: 0.0311336 | val_loss: 0.0311583 | Time: 2008.32 ms [2021-12-09 14:14:59 main:574] : INFO : Epoch 1610 | loss: 0.0311318 | val_loss: 0.0311559 | Time: 2097.8 ms [2021-12-09 14:15:01 main:574] : INFO : Epoch 1611 | loss: 0.0311299 | val_loss: 0.0311545 | Time: 1916.74 ms [2021-12-09 14:15:03 main:574] : INFO : Epoch 1612 | loss: 0.0311292 | val_loss: 0.0311546 | Time: 1951.22 ms [2021-12-09 14:15:05 main:574] : INFO : Epoch 1613 | loss: 0.0311281 | val_loss: 0.0311541 | Time: 2004.2 ms [2021-12-09 14:15:07 main:574] : INFO : Epoch 1614 | loss: 0.031127 | val_loss: 0.0311534 | Time: 1952.88 ms [2021-12-09 14:15:09 main:574] : INFO : Epoch 1615 | loss: 0.0311247 | val_loss: 0.0311534 | Time: 1912.04 ms [2021-12-09 14:15:11 main:574] : INFO : Epoch 1616 | loss: 0.0311227 | val_loss: 0.0311524 | Time: 1986.93 ms [2021-12-09 14:15:13 main:574] : INFO : Epoch 1617 | loss: 0.0311232 | val_loss: 0.031154 | Time: 1836.65 ms [2021-12-09 14:15:15 main:574] : INFO : Epoch 1618 | loss: 0.0311254 | val_loss: 0.031156 | Time: 1961.92 ms [2021-12-09 14:15:17 main:574] : INFO : Epoch 1619 | loss: 0.0311248 | val_loss: 0.0311606 | Time: 1974.83 ms [2021-12-09 14:15:19 main:574] : INFO : Epoch 1620 | loss: 0.0311254 | val_loss: 0.0311616 | Time: 1953.77 ms [2021-12-09 14:15:21 main:574] : INFO : Epoch 1621 | loss: 0.0311248 | val_loss: 0.0311599 | Time: 1900.05 ms [2021-12-09 14:15:23 main:574] : INFO : Epoch 1622 | loss: 0.0311246 | val_loss: 0.0311532 | Time: 2001.89 ms [2021-12-09 14:15:25 main:574] : INFO : Epoch 1623 | loss: 0.0311247 | val_loss: 0.0311508 | Time: 1996.6 ms [2021-12-09 14:15:27 main:574] : INFO : Epoch 1624 | loss: 0.0311266 | val_loss: 0.03115 | Time: 1914.49 ms [2021-12-09 14:15:29 main:574] : INFO : Epoch 1625 | loss: 0.0311251 | val_loss: 0.0311527 | Time: 1933.47 ms [2021-12-09 14:15:31 main:574] : INFO : Epoch 1626 | loss: 0.0311236 | val_loss: 0.031153 | Time: 2024.19 ms [2021-12-09 14:15:33 main:574] : INFO : Epoch 1627 | loss: 0.0311222 | val_loss: 0.0311519 | Time: 1923.27 ms [2021-12-09 14:15:35 main:574] : INFO : Epoch 1628 | loss: 0.0311222 | val_loss: 0.0311577 | Time: 1959.68 ms [2021-12-09 14:15:37 main:574] : INFO : Epoch 1629 | loss: 0.0311211 | val_loss: 0.0311545 | Time: 1999.15 ms [2021-12-09 14:15:39 main:574] : INFO : Epoch 1630 | loss: 0.031124 | val_loss: 0.0311545 | Time: 1958.94 ms [2021-12-09 14:15:41 main:574] : INFO : Epoch 1631 | loss: 0.0311225 | val_loss: 0.0311512 | Time: 1960.62 ms [2021-12-09 14:15:43 main:574] : INFO : Epoch 1632 | loss: 0.0311219 | val_loss: 0.031153 | Time: 2032.87 ms [2021-12-09 14:15:45 main:574] : INFO : Epoch 1633 | loss: 0.0311224 | val_loss: 0.0311576 | Time: 2117.37 ms [2021-12-09 14:15:47 main:574] : INFO : Epoch 1634 | loss: 0.0311268 | val_loss: 0.0311561 | Time: 1903.42 ms [2021-12-09 14:15:49 main:574] : INFO : Epoch 1635 | loss: 0.0311227 | val_loss: 0.0311532 | Time: 1809.6 ms [2021-12-09 14:15:51 main:574] : INFO : Epoch 1636 | loss: 0.0311216 | val_loss: 0.0311557 | Time: 2030 ms [2021-12-09 14:15:53 main:574] : INFO : Epoch 1637 | loss: 0.0311215 | val_loss: 0.0311543 | Time: 1917.01 ms [2021-12-09 14:15:55 main:574] : INFO : Epoch 1638 | loss: 0.0311195 | val_loss: 0.0311572 | Time: 1903.91 ms [2021-12-09 14:15:57 main:574] : INFO : Epoch 1639 | loss: 0.0311219 | val_loss: 0.0311665 | Time: 1948.43 ms [2021-12-09 14:15:59 main:574] : INFO : Epoch 1640 | loss: 0.0311261 | val_loss: 0.0311617 | Time: 1911.49 ms [2021-12-09 14:16:01 main:574] : INFO : Epoch 1641 | loss: 0.0311249 | val_loss: 0.0311604 | Time: 1902.75 ms [2021-12-09 14:16:03 main:574] : INFO : Epoch 1642 | loss: 0.0311272 | val_loss: 0.031163 | Time: 1916.94 ms [2021-12-09 14:16:04 main:574] : INFO : Epoch 1643 | loss: 0.0311281 | val_loss: 0.0311599 | Time: 1885.7 ms [2021-12-09 14:16:07 main:574] : INFO : Epoch 1644 | loss: 0.031127 | val_loss: 0.0311561 | Time: 1982.32 ms [2021-12-09 14:16:09 main:574] : INFO : Epoch 1645 | loss: 0.0311282 | val_loss: 0.0311535 | Time: 1992.68 ms [2021-12-09 14:16:11 main:574] : INFO : Epoch 1646 | loss: 0.0311276 | val_loss: 0.0311644 | Time: 1938.35 ms [2021-12-09 14:16:13 main:574] : INFO : Epoch 1647 | loss: 0.0311269 | val_loss: 0.0311601 | Time: 1933.79 ms [2021-12-09 14:16:15 main:574] : INFO : Epoch 1648 | loss: 0.0311257 | val_loss: 0.0311579 | Time: 2019.03 ms [2021-12-09 14:16:17 main:574] : INFO : Epoch 1649 | loss: 0.0311261 | val_loss: 0.0311542 | Time: 1984.39 ms [2021-12-09 14:16:29 main:574] : INFO : Epoch 1650 | loss: 0.0311248 | val_loss: 0.0311573 | Time: 12156.8 ms [2021-12-09 14:16:31 main:574] : INFO : Epoch 1651 | loss: 0.031124 | val_loss: 0.0311512 | Time: 2013.3 ms [2021-12-09 14:16:33 main:574] : INFO : Epoch 1652 | loss: 0.0311221 | val_loss: 0.0311517 | Time: 2120.64 ms [2021-12-09 14:16:35 main:574] : INFO : Epoch 1653 | loss: 0.0311222 | val_loss: 0.0311525 | Time: 2042.52 ms [2021-12-09 14:16:37 main:574] : INFO : Epoch 1654 | loss: 0.0311203 | val_loss: 0.0311523 | Time: 1934.85 ms [2021-12-09 14:16:39 main:574] : INFO : Epoch 1655 | loss: 0.0311219 | val_loss: 0.0311587 | Time: 1914.72 ms [2021-12-09 14:16:41 main:574] : INFO : Epoch 1656 | loss: 0.0311239 | val_loss: 0.0311521 | Time: 2018.72 ms [2021-12-09 14:16:43 main:574] : INFO : Epoch 1657 | loss: 0.0311251 | val_loss: 0.0311499 | Time: 1973.27 ms [2021-12-09 14:16:45 main:574] : INFO : Epoch 1658 | loss: 0.0311208 | val_loss: 0.0311501 | Time: 2096.63 ms [2021-12-09 14:16:47 main:574] : INFO : Epoch 1659 | loss: 0.0311186 | val_loss: 0.031153 | Time: 1958.95 ms [2021-12-09 14:16:49 main:574] : INFO : Epoch 1660 | loss: 0.0311176 | val_loss: 0.0311547 | Time: 2025.61 ms [2021-12-09 14:16:51 main:574] : INFO : Epoch 1661 | loss: 0.0311195 | val_loss: 0.0311559 | Time: 1957.6 ms [2021-12-09 14:16:53 main:574] : INFO : Epoch 1662 | loss: 0.0311322 | val_loss: 0.0311606 | Time: 2035.79 ms [2021-12-09 14:16:56 main:574] : INFO : Epoch 1663 | loss: 0.0311425 | val_loss: 0.0311566 | Time: 2066.48 ms [2021-12-09 14:16:58 main:574] : INFO : Epoch 1664 | loss: 0.0311353 | val_loss: 0.0311541 | Time: 1917 ms [2021-12-09 14:17:00 main:574] : INFO : Epoch 1665 | loss: 0.0311313 | val_loss: 0.0311643 | Time: 2028.92 ms [2021-12-09 14:17:02 main:574] : INFO : Epoch 1666 | loss: 0.0311313 | val_loss: 0.0311489 | Time: 1971.98 ms [2021-12-09 14:17:04 main:574] : INFO : Epoch 1667 | loss: 0.0311308 | val_loss: 0.0311476 | Time: 2034.55 ms [2021-12-09 14:17:06 main:574] : INFO : Epoch 1668 | loss: 0.03113 | val_loss: 0.0311462 | Time: 1864.95 ms [2021-12-09 14:17:08 main:574] : INFO : Epoch 1669 | loss: 0.0311303 | val_loss: 0.0311486 | Time: 2007.36 ms [2021-12-09 14:17:10 main:574] : INFO : Epoch 1670 | loss: 0.0311309 | val_loss: 0.031148 | Time: 2086.16 ms [2021-12-09 14:17:12 main:574] : INFO : Epoch 1671 | loss: 0.0311274 | val_loss: 0.0311496 | Time: 1970.58 ms [2021-12-09 14:17:14 main:574] : INFO : Epoch 1672 | loss: 0.0311251 | val_loss: 0.0311528 | Time: 2068.92 ms [2021-12-09 14:17:16 main:574] : INFO : Epoch 1673 | loss: 0.0311266 | val_loss: 0.0311514 | Time: 2059.38 ms [2021-12-09 14:17:18 main:574] : INFO : Epoch 1674 | loss: 0.0311265 | val_loss: 0.0311519 | Time: 2105.08 ms [2021-12-09 14:17:20 main:574] : INFO : Epoch 1675 | loss: 0.0311256 | val_loss: 0.0311573 | Time: 1949 ms [2021-12-09 14:17:22 main:574] : INFO : Epoch 1676 | loss: 0.031127 | val_loss: 0.031152 | Time: 1943.44 ms [2021-12-09 14:17:24 main:574] : INFO : Epoch 1677 | loss: 0.0311255 | val_loss: 0.0311521 | Time: 2092.32 ms [2021-12-09 14:17:26 main:574] : INFO : Epoch 1678 | loss: 0.0311222 | val_loss: 0.0311467 | Time: 1986.1 ms [2021-12-09 14:17:28 main:574] : INFO : Epoch 1679 | loss: 0.0311227 | val_loss: 0.0311501 | Time: 2053.56 ms [2021-12-09 14:17:30 main:574] : INFO : Epoch 1680 | loss: 0.0311236 | val_loss: 0.0311522 | Time: 1979.99 ms [2021-12-09 14:17:33 main:574] : INFO : Epoch 1681 | loss: 0.0311225 | val_loss: 0.0311529 | Time: 2029.11 ms [2021-12-09 14:17:35 main:574] : INFO : Epoch 1682 | loss: 0.0311218 | val_loss: 0.0311532 | Time: 1988.49 ms [2021-12-09 14:17:37 main:574] : INFO : Epoch 1683 | loss: 0.0311209 | val_loss: 0.0311552 | Time: 1975.63 ms [2021-12-09 14:17:39 main:574] : INFO : Epoch 1684 | loss: 0.0311235 | val_loss: 0.0311529 | Time: 2044.04 ms [2021-12-09 14:17:41 main:574] : INFO : Epoch 1685 | loss: 0.031122 | val_loss: 0.0311522 | Time: 1995.44 ms [2021-12-09 14:17:43 main:574] : INFO : Epoch 1686 | loss: 0.0311212 | val_loss: 0.0311553 | Time: 2088.92 ms [2021-12-09 14:17:45 main:574] : INFO : Epoch 1687 | loss: 0.0311254 | val_loss: 0.0311533 | Time: 2123.97 ms [2021-12-09 14:17:47 main:574] : INFO : Epoch 1688 | loss: 0.0311279 | val_loss: 0.0311545 | Time: 2098.63 ms [2021-12-09 14:17:49 main:574] : INFO : Epoch 1689 | loss: 0.0311258 | val_loss: 0.0311599 | Time: 2071.39 ms [2021-12-09 14:17:51 main:574] : INFO : Epoch 1690 | loss: 0.0311278 | val_loss: 0.0311512 | Time: 1972.68 ms [2021-12-09 14:17:54 main:574] : INFO : Epoch 1691 | loss: 0.0311283 | val_loss: 0.031157 | Time: 2152.95 ms [2021-12-09 14:17:56 main:574] : INFO : Epoch 1692 | loss: 0.0311325 | val_loss: 0.0311592 | Time: 2071.91 ms [2021-12-09 14:17:58 main:574] : INFO : Epoch 1693 | loss: 0.0311302 | val_loss: 0.0311536 | Time: 1901.1 ms [2021-12-09 14:17:59 main:574] : INFO : Epoch 1694 | loss: 0.0311259 | val_loss: 0.0311522 | Time: 1915.95 ms [2021-12-09 14:18:01 main:574] : INFO : Epoch 1695 | loss: 0.0311242 | val_loss: 0.0311551 | Time: 1940.48 ms [2021-12-09 14:18:03 main:574] : INFO : Epoch 1696 | loss: 0.031123 | val_loss: 0.0311555 | Time: 1976.81 ms [2021-12-09 14:18:05 main:574] : INFO : Epoch 1697 | loss: 0.0311215 | val_loss: 0.0311532 | Time: 1983.69 ms [2021-12-09 14:18:08 main:574] : INFO : Epoch 1698 | loss: 0.0311214 | val_loss: 0.0311543 | Time: 2063.51 ms [2021-12-09 14:18:10 main:574] : INFO : Epoch 1699 | loss: 0.0311231 | val_loss: 0.0311543 | Time: 1973.33 ms [2021-12-09 14:18:12 main:574] : INFO : Epoch 1700 | loss: 0.0311224 | val_loss: 0.0311576 | Time: 1990.72 ms [2021-12-09 14:18:14 main:574] : INFO : Epoch 1701 | loss: 0.0311208 | val_loss: 0.0311542 | Time: 2034.44 ms [2021-12-09 14:18:16 main:574] : INFO : Epoch 1702 | loss: 0.0311194 | val_loss: 0.0311526 | Time: 2086.66 ms [2021-12-09 14:18:18 main:574] : INFO : Epoch 1703 | loss: 0.0311192 | val_loss: 0.0311585 | Time: 1958.14 ms [2021-12-09 14:18:20 main:574] : INFO : Epoch 1704 | loss: 0.0311194 | val_loss: 0.0311547 | Time: 2028.65 ms [2021-12-09 14:18:22 main:574] : INFO : Epoch 1705 | loss: 0.0311194 | val_loss: 0.0311502 | Time: 2095.29 ms [2021-12-09 14:18:24 main:574] : INFO : Epoch 1706 | loss: 0.0311184 | val_loss: 0.0311505 | Time: 2012.07 ms [2021-12-09 14:18:26 main:574] : INFO : Epoch 1707 | loss: 0.0311206 | val_loss: 0.0311535 | Time: 1954.57 ms [2021-12-09 14:18:28 main:574] : INFO : Epoch 1708 | loss: 0.0311207 | val_loss: 0.0311564 | Time: 2016.04 ms [2021-12-09 14:18:30 main:574] : INFO : Epoch 1709 | loss: 0.0311209 | val_loss: 0.0311498 | Time: 2101.09 ms [2021-12-09 14:18:32 main:574] : INFO : Epoch 1710 | loss: 0.0311198 | val_loss: 0.0311529 | Time: 1973.16 ms [2021-12-09 14:18:35 main:574] : INFO : Epoch 1711 | loss: 0.0311192 | val_loss: 0.0311542 | Time: 2076.58 ms [2021-12-09 14:18:37 main:574] : INFO : Epoch 1712 | loss: 0.0311195 | val_loss: 0.0311592 | Time: 2068.3 ms [2021-12-09 14:18:39 main:574] : INFO : Epoch 1713 | loss: 0.0311197 | val_loss: 0.0311554 | Time: 2048.58 ms [2021-12-09 14:18:41 main:574] : INFO : Epoch 1714 | loss: 0.0311179 | val_loss: 0.0311556 | Time: 2039.61 ms [2021-12-09 14:18:43 main:574] : INFO : Epoch 1715 | loss: 0.0311168 | val_loss: 0.0311504 | Time: 2049.25 ms [2021-12-09 14:18:45 main:574] : INFO : Epoch 1716 | loss: 0.0311197 | val_loss: 0.0311528 | Time: 2174.67 ms [2021-12-09 14:18:47 main:574] : INFO : Epoch 1717 | loss: 0.0311183 | val_loss: 0.0311521 | Time: 2034.3 ms [2021-12-09 14:18:49 main:574] : INFO : Epoch 1718 | loss: 0.0311157 | val_loss: 0.0311549 | Time: 1997.88 ms [2021-12-09 14:18:51 main:574] : INFO : Epoch 1719 | loss: 0.0311194 | val_loss: 0.0311571 | Time: 2009.43 ms [2021-12-09 14:18:53 main:574] : INFO : Epoch 1720 | loss: 0.0311228 | val_loss: 0.0311564 | Time: 2011.85 ms [2021-12-09 14:18:55 main:574] : INFO : Epoch 1721 | loss: 0.0311196 | val_loss: 0.0311526 | Time: 1951 ms [2021-12-09 14:18:57 main:574] : INFO : Epoch 1722 | loss: 0.0311168 | val_loss: 0.0311534 | Time: 1943.05 ms [2021-12-09 14:19:00 main:574] : INFO : Epoch 1723 | loss: 0.0311195 | val_loss: 0.0311578 | Time: 2110.5 ms [2021-12-09 14:19:01 main:574] : INFO : Epoch 1724 | loss: 0.0311185 | val_loss: 0.0311574 | Time: 1795.87 ms [2021-12-09 14:19:03 main:574] : INFO : Epoch 1725 | loss: 0.0311191 | val_loss: 0.0311518 | Time: 2035.8 ms [2021-12-09 14:19:06 main:574] : INFO : Epoch 1726 | loss: 0.031117 | val_loss: 0.0311533 | Time: 1958.81 ms [2021-12-09 14:19:08 main:574] : INFO : Epoch 1727 | loss: 0.0311167 | val_loss: 0.0311514 | Time: 2139.14 ms [2021-12-09 14:19:10 main:574] : INFO : Epoch 1728 | loss: 0.0311145 | val_loss: 0.0311545 | Time: 2053.04 ms [2021-12-09 14:19:12 main:574] : INFO : Epoch 1729 | loss: 0.0311158 | val_loss: 0.0311562 | Time: 2034.01 ms [2021-12-09 14:19:14 main:574] : INFO : Epoch 1730 | loss: 0.0311166 | val_loss: 0.0311522 | Time: 2005.06 ms [2021-12-09 14:19:16 main:574] : INFO : Epoch 1731 | loss: 0.0311148 | val_loss: 0.0311512 | Time: 1978.04 ms [2021-12-09 14:19:18 main:574] : INFO : Epoch 1732 | loss: 0.0311153 | val_loss: 0.0311568 | Time: 1958.51 ms [2021-12-09 14:19:20 main:574] : INFO : Epoch 1733 | loss: 0.0311153 | val_loss: 0.03116 | Time: 1962.91 ms [2021-12-09 14:19:22 main:574] : INFO : Epoch 1734 | loss: 0.0311177 | val_loss: 0.0311578 | Time: 2070.58 ms [2021-12-09 14:19:24 main:574] : INFO : Epoch 1735 | loss: 0.0311164 | val_loss: 0.0311569 | Time: 1975.66 ms [2021-12-09 14:19:26 main:574] : INFO : Epoch 1736 | loss: 0.0311169 | val_loss: 0.0311555 | Time: 1984.06 ms [2021-12-09 14:19:28 main:574] : INFO : Epoch 1737 | loss: 0.0311162 | val_loss: 0.03115 | Time: 2038.55 ms [2021-12-09 14:19:30 main:574] : INFO : Epoch 1738 | loss: 0.0311171 | val_loss: 0.0311546 | Time: 1973.89 ms [2021-12-09 14:19:32 main:574] : INFO : Epoch 1739 | loss: 0.0311164 | val_loss: 0.0311556 | Time: 1959.04 ms [2021-12-09 14:19:34 main:574] : INFO : Epoch 1740 | loss: 0.0311157 | val_loss: 0.0311609 | Time: 2071.37 ms [2021-12-09 14:19:36 main:574] : INFO : Epoch 1741 | loss: 0.0311152 | val_loss: 0.0311576 | Time: 2113.4 ms [2021-12-09 14:19:38 main:574] : INFO : Epoch 1742 | loss: 0.0311147 | val_loss: 0.031155 | Time: 1998.37 ms [2021-12-09 14:19:40 main:574] : INFO : Epoch 1743 | loss: 0.0311165 | val_loss: 0.0311497 | Time: 1910.49 ms [2021-12-09 14:19:43 main:574] : INFO : Epoch 1744 | loss: 0.0311181 | val_loss: 0.0311489 | Time: 2085.2 ms [2021-12-09 14:19:45 main:574] : INFO : Epoch 1745 | loss: 0.0311172 | val_loss: 0.0311492 | Time: 1997.28 ms [2021-12-09 14:19:47 main:574] : INFO : Epoch 1746 | loss: 0.0311168 | val_loss: 0.0311522 | Time: 1967.45 ms [2021-12-09 14:19:49 main:574] : INFO : Epoch 1747 | loss: 0.0311165 | val_loss: 0.0311523 | Time: 2063.99 ms [2021-12-09 14:19:51 main:574] : INFO : Epoch 1748 | loss: 0.0311162 | val_loss: 0.0311526 | Time: 2084.95 ms [2021-12-09 14:19:53 main:574] : INFO : Epoch 1749 | loss: 0.0311151 | val_loss: 0.0311502 | Time: 1790.63 ms [2021-12-09 14:19:55 main:574] : INFO : Epoch 1750 | loss: 0.031114 | val_loss: 0.0311493 | Time: 1985.11 ms [2021-12-09 14:19:57 main:574] : INFO : Epoch 1751 | loss: 0.0311176 | val_loss: 0.0311534 | Time: 1943.44 ms [2021-12-09 14:19:59 main:574] : INFO : Epoch 1752 | loss: 0.0311212 | val_loss: 0.0311542 | Time: 1921.91 ms [2021-12-09 14:20:00 main:574] : INFO : Epoch 1753 | loss: 0.0311219 | val_loss: 0.0311536 | Time: 1858.65 ms [2021-12-09 14:20:02 main:574] : INFO : Epoch 1754 | loss: 0.0311219 | val_loss: 0.0311561 | Time: 1907.38 ms [2021-12-09 14:20:04 main:574] : INFO : Epoch 1755 | loss: 0.0311181 | val_loss: 0.0311517 | Time: 1935.3 ms [2021-12-09 14:20:06 main:574] : INFO : Epoch 1756 | loss: 0.0311161 | val_loss: 0.0311557 | Time: 1964.88 ms [2021-12-09 14:20:08 main:574] : INFO : Epoch 1757 | loss: 0.0311182 | val_loss: 0.031153 | Time: 2028.62 ms [2021-12-09 14:20:10 main:574] : INFO : Epoch 1758 | loss: 0.0311224 | val_loss: 0.0311599 | Time: 1877.49 ms [2021-12-09 14:20:12 main:574] : INFO : Epoch 1759 | loss: 0.0311402 | val_loss: 0.0311552 | Time: 1952.47 ms [2021-12-09 14:20:14 main:574] : INFO : Epoch 1760 | loss: 0.0311353 | val_loss: 0.0311532 | Time: 2014.9 ms [2021-12-09 14:20:16 main:574] : INFO : Epoch 1761 | loss: 0.0311325 | val_loss: 0.0311458 | Time: 1872.9 ms [2021-12-09 14:20:18 main:574] : INFO : Epoch 1762 | loss: 0.0311259 | val_loss: 0.0311476 | Time: 1973.19 ms [2021-12-09 14:20:20 main:574] : INFO : Epoch 1763 | loss: 0.0311275 | val_loss: 0.0311497 | Time: 1976.65 ms [2021-12-09 14:20:22 main:574] : INFO : Epoch 1764 | loss: 0.031128 | val_loss: 0.0311533 | Time: 1810.07 ms [2021-12-09 14:20:24 main:574] : INFO : Epoch 1765 | loss: 0.0311291 | val_loss: 0.0311546 | Time: 1972.8 ms [2021-12-09 14:20:26 main:574] : INFO : Epoch 1766 | loss: 0.0311261 | val_loss: 0.031158 | Time: 1971.7 ms [2021-12-09 14:20:28 main:574] : INFO : Epoch 1767 | loss: 0.0311239 | val_loss: 0.0311575 | Time: 2026.78 ms [2021-12-09 14:20:30 main:574] : INFO : Epoch 1768 | loss: 0.0311217 | val_loss: 0.0311552 | Time: 1849.29 ms [2021-12-09 14:20:32 main:574] : INFO : Epoch 1769 | loss: 0.0311208 | val_loss: 0.031152 | Time: 1903 ms [2021-12-09 14:20:34 main:574] : INFO : Epoch 1770 | loss: 0.0311224 | val_loss: 0.0311529 | Time: 1914.25 ms [2021-12-09 14:20:36 main:574] : INFO : Epoch 1771 | loss: 0.0311241 | val_loss: 0.031151 | Time: 1867.7 ms [2021-12-09 14:20:38 main:574] : INFO : Epoch 1772 | loss: 0.0311358 | val_loss: 0.0311532 | Time: 2279.84 ms [2021-12-09 14:20:40 main:574] : INFO : Epoch 1773 | loss: 0.0311284 | val_loss: 0.0311501 | Time: 1894.36 ms [2021-12-09 14:20:42 main:574] : INFO : Epoch 1774 | loss: 0.0311248 | val_loss: 0.0311496 | Time: 1868.46 ms [2021-12-09 14:20:44 main:574] : INFO : Epoch 1775 | loss: 0.0311205 | val_loss: 0.0311492 | Time: 1854.23 ms [2021-12-09 14:20:46 main:574] : INFO : Epoch 1776 | loss: 0.0311187 | val_loss: 0.0311495 | Time: 2212.47 ms [2021-12-09 14:20:49 main:574] : INFO : Epoch 1777 | loss: 0.0311169 | val_loss: 0.0311497 | Time: 2437.15 ms [2021-12-09 14:21:03 main:574] : INFO : Epoch 1778 | loss: 0.0311197 | val_loss: 0.031152 | Time: 14015 ms [2021-12-09 14:21:07 main:574] : INFO : Epoch 1779 | loss: 0.0311164 | val_loss: 0.0311529 | Time: 4107.75 ms [2021-12-09 14:21:51 main:574] : INFO : Epoch 1780 | loss: 0.0311186 | val_loss: 0.0311501 | Time: 44548.8 ms [2021-12-09 14:21:55 main:574] : INFO : Epoch 1781 | loss: 0.03112 | val_loss: 0.0311519 | Time: 3194.58 ms [2021-12-09 14:21:58 main:574] : INFO : Epoch 1782 | loss: 0.0311211 | val_loss: 0.0311518 | Time: 3117.89 ms [2021-12-09 14:22:01 main:574] : INFO : Epoch 1783 | loss: 0.0311187 | val_loss: 0.0311549 | Time: 3475.33 ms [2021-12-09 14:22:05 main:574] : INFO : Epoch 1784 | loss: 0.0311192 | val_loss: 0.031159 | Time: 3400.2 ms [2021-12-09 14:22:08 main:574] : INFO : Epoch 1785 | loss: 0.0311164 | val_loss: 0.0311516 | Time: 3297.84 ms [2021-12-09 14:22:11 main:574] : INFO : Epoch 1786 | loss: 0.0311153 | val_loss: 0.0311494 | Time: 3304.69 ms [2021-12-09 14:22:15 main:574] : INFO : Epoch 1787 | loss: 0.0311168 | val_loss: 0.0311512 | Time: 3285.61 ms [2021-12-09 14:22:18 main:574] : INFO : Epoch 1788 | loss: 0.0311179 | val_loss: 0.0311552 | Time: 3013.07 ms [2021-12-09 14:22:21 main:574] : INFO : Epoch 1789 | loss: 0.0311147 | val_loss: 0.0311507 | Time: 2807.8 ms [2021-12-09 14:22:24 main:574] : INFO : Epoch 1790 | loss: 0.0311138 | val_loss: 0.0311527 | Time: 2919.25 ms [2021-12-09 14:22:27 main:574] : INFO : Epoch 1791 | loss: 0.0311147 | val_loss: 0.0311521 | Time: 2992.97 ms [2021-12-09 14:22:30 main:574] : INFO : Epoch 1792 | loss: 0.0311145 | val_loss: 0.0311529 | Time: 3069.46 ms [2021-12-09 14:22:53 main:574] : INFO : Epoch 1793 | loss: 0.0311173 | val_loss: 0.0311539 | Time: 23439.3 ms [2021-12-09 14:22:57 main:574] : INFO : Epoch 1794 | loss: 0.0311155 | val_loss: 0.0311492 | Time: 3376.51 ms [2021-12-09 14:23:00 main:574] : INFO : Epoch 1795 | loss: 0.0311144 | val_loss: 0.0311485 | Time: 3422.72 ms [2021-12-09 14:23:03 main:574] : INFO : Epoch 1796 | loss: 0.0311155 | val_loss: 0.0311504 | Time: 3278.84 ms [2021-12-09 14:23:07 main:574] : INFO : Epoch 1797 | loss: 0.0311162 | val_loss: 0.0311527 | Time: 3476.77 ms [2021-12-09 14:23:11 main:574] : INFO : Epoch 1798 | loss: 0.031116 | val_loss: 0.0311516 | Time: 3614.28 ms [2021-12-09 14:23:14 main:574] : INFO : Epoch 1799 | loss: 0.031116 | val_loss: 0.0311517 | Time: 3319.28 ms [2021-12-09 14:23:17 main:574] : INFO : Epoch 1800 | loss: 0.0311137 | val_loss: 0.0311507 | Time: 3048.86 ms [2021-12-09 14:23:20 main:574] : INFO : Epoch 1801 | loss: 0.0311135 | val_loss: 0.03115 | Time: 2870.41 ms [2021-12-09 14:23:23 main:574] : INFO : Epoch 1802 | loss: 0.031114 | val_loss: 0.0311508 | Time: 3316.32 ms [2021-12-09 14:23:26 main:574] : INFO : Epoch 1803 | loss: 0.0311161 | val_loss: 0.0311531 | Time: 3133.26 ms [2021-12-09 14:23:30 main:574] : INFO : Epoch 1804 | loss: 0.0311153 | val_loss: 0.0311532 | Time: 3171.42 ms [2021-12-09 14:23:32 main:574] : INFO : Epoch 1805 | loss: 0.0311138 | val_loss: 0.0311522 | Time: 2755.12 ms [2021-12-09 14:23:35 main:574] : INFO : Epoch 1806 | loss: 0.031115 | val_loss: 0.0311508 | Time: 2896.65 ms [2021-12-09 14:23:38 main:574] : INFO : Epoch 1807 | loss: 0.0311389 | val_loss: 0.0311553 | Time: 3081.61 ms [2021-12-09 14:23:41 main:574] : INFO : Epoch 1808 | loss: 0.0311474 | val_loss: 0.0311626 | Time: 2937.2 ms [2021-12-09 14:23:44 main:574] : INFO : Epoch 1809 | loss: 0.0311394 | val_loss: 0.0311516 | Time: 3122.46 ms [2021-12-09 14:23:48 main:574] : INFO : Epoch 1810 | loss: 0.0311379 | val_loss: 0.0311518 | Time: 3256.59 ms [2021-12-09 14:23:51 main:574] : INFO : Epoch 1811 | loss: 0.0311385 | val_loss: 0.0311433 | Time: 3145.22 ms [2021-12-09 14:23:54 main:574] : INFO : Epoch 1812 | loss: 0.0311349 | val_loss: 0.0311496 | Time: 3012.41 ms [2021-12-09 14:23:57 main:574] : INFO : Epoch 1813 | loss: 0.0311343 | val_loss: 0.0311491 | Time: 3029.34 ms [2021-12-09 14:24:00 main:574] : INFO : Epoch 1814 | loss: 0.0311335 | val_loss: 0.0311507 | Time: 3112.05 ms [2021-12-09 14:24:03 main:574] : INFO : Epoch 1815 | loss: 0.0311325 | val_loss: 0.0311474 | Time: 3115.23 ms [2021-12-09 14:24:06 main:574] : INFO : Epoch 1816 | loss: 0.031132 | val_loss: 0.031147 | Time: 3083.72 ms [2021-12-09 14:24:10 main:574] : INFO : Epoch 1817 | loss: 0.0311321 | val_loss: 0.0311589 | Time: 3253.24 ms [2021-12-09 14:24:13 main:574] : INFO : Epoch 1818 | loss: 0.0311301 | val_loss: 0.0311501 | Time: 3142.37 ms [2021-12-09 14:24:16 main:574] : INFO : Epoch 1819 | loss: 0.0311284 | val_loss: 0.031149 | Time: 3160.12 ms [2021-12-09 14:24:19 main:574] : INFO : Epoch 1820 | loss: 0.0311256 | val_loss: 0.0311507 | Time: 3209.4 ms [2021-12-09 14:24:23 main:574] : INFO : Epoch 1821 | loss: 0.0311267 | val_loss: 0.0311511 | Time: 3387.49 ms [2021-12-09 14:24:26 main:574] : INFO : Epoch 1822 | loss: 0.0311245 | val_loss: 0.0311464 | Time: 3249.64 ms [2021-12-09 14:24:29 main:574] : INFO : Epoch 1823 | loss: 0.031124 | val_loss: 0.0311537 | Time: 3243.07 ms [2021-12-09 14:24:32 main:574] : INFO : Epoch 1824 | loss: 0.0311235 | val_loss: 0.0311507 | Time: 3130.69 ms [2021-12-09 14:24:36 main:574] : INFO : Epoch 1825 | loss: 0.0311228 | val_loss: 0.0311463 | Time: 3219.55 ms [2021-12-09 14:24:39 main:574] : INFO : Epoch 1826 | loss: 0.0311211 | val_loss: 0.0311497 | Time: 3315.73 ms [2021-12-09 14:24:42 main:574] : INFO : Epoch 1827 | loss: 0.0311224 | val_loss: 0.0311487 | Time: 3373.63 ms [2021-12-09 14:24:46 main:574] : INFO : Epoch 1828 | loss: 0.0311254 | val_loss: 0.0311481 | Time: 3171.21 ms [2021-12-09 14:24:49 main:574] : INFO : Epoch 1829 | loss: 0.0311224 | val_loss: 0.0311497 | Time: 3045.75 ms [2021-12-09 14:24:52 main:574] : INFO : Epoch 1830 | loss: 0.03112 | val_loss: 0.0311521 | Time: 2997.45 ms [2021-12-09 14:24:55 main:574] : INFO : Epoch 1831 | loss: 0.03112 | val_loss: 0.0311473 | Time: 3074 ms [2021-12-09 14:24:58 main:574] : INFO : Epoch 1832 | loss: 0.0311188 | val_loss: 0.0311509 | Time: 3047.44 ms [2021-12-09 14:25:01 main:574] : INFO : Epoch 1833 | loss: 0.0311214 | val_loss: 0.0311565 | Time: 3010.28 ms [2021-12-09 14:25:04 main:574] : INFO : Epoch 1834 | loss: 0.0311224 | val_loss: 0.0311488 | Time: 2971.1 ms [2021-12-09 14:25:07 main:574] : INFO : Epoch 1835 | loss: 0.0311219 | val_loss: 0.0311586 | Time: 3107.45 ms [2021-12-09 14:25:10 main:574] : INFO : Epoch 1836 | loss: 0.0311216 | val_loss: 0.0311549 | Time: 3197.17 ms [2021-12-09 14:25:14 main:574] : INFO : Epoch 1837 | loss: 0.0311207 | val_loss: 0.0311532 | Time: 3139.79 ms [2021-12-09 14:25:17 main:574] : INFO : Epoch 1838 | loss: 0.0311214 | val_loss: 0.0311586 | Time: 3147.36 ms [2021-12-09 14:25:20 main:574] : INFO : Epoch 1839 | loss: 0.031125 | val_loss: 0.0311588 | Time: 3100.35 ms [2021-12-09 14:25:23 main:574] : INFO : Epoch 1840 | loss: 0.0311261 | val_loss: 0.0311562 | Time: 3050.92 ms [2021-12-09 14:25:26 main:574] : INFO : Epoch 1841 | loss: 0.031126 | val_loss: 0.0311557 | Time: 3071.22 ms [2021-12-09 14:25:29 main:574] : INFO : Epoch 1842 | loss: 0.0311264 | val_loss: 0.0311511 | Time: 3125.9 ms [2021-12-09 14:25:32 main:574] : INFO : Epoch 1843 | loss: 0.0311224 | val_loss: 0.0311556 | Time: 2929.23 ms [2021-12-09 14:25:35 main:574] : INFO : Epoch 1844 | loss: 0.0311187 | val_loss: 0.0311525 | Time: 2955.87 ms [2021-12-09 14:25:38 main:574] : INFO : Epoch 1845 | loss: 0.0311196 | val_loss: 0.0311511 | Time: 2807.66 ms [2021-12-09 14:25:41 main:574] : INFO : Epoch 1846 | loss: 0.0311218 | val_loss: 0.0311535 | Time: 3030.27 ms [2021-12-09 14:25:44 main:574] : INFO : Epoch 1847 | loss: 0.0311218 | val_loss: 0.0311619 | Time: 3097.78 ms [2021-12-09 14:25:47 main:574] : INFO : Epoch 1848 | loss: 0.0311209 | val_loss: 0.0311537 | Time: 3108.24 ms [2021-12-09 14:25:50 main:574] : INFO : Epoch 1849 | loss: 0.0311188 | val_loss: 0.0311548 | Time: 3062.06 ms [2021-12-09 14:25:54 main:574] : INFO : Epoch 1850 | loss: 0.0311202 | val_loss: 0.0311551 | Time: 3290.77 ms [2021-12-09 14:25:57 main:574] : INFO : Epoch 1851 | loss: 0.0311176 | val_loss: 0.0311573 | Time: 3304.95 ms [2021-12-09 14:26:00 main:574] : INFO : Epoch 1852 | loss: 0.0311165 | val_loss: 0.0311598 | Time: 3137.36 ms [2021-12-09 14:26:03 main:574] : INFO : Epoch 1853 | loss: 0.0311217 | val_loss: 0.0311587 | Time: 3184 ms [2021-12-09 14:26:06 main:574] : INFO : Epoch 1854 | loss: 0.0311282 | val_loss: 0.0311634 | Time: 3006.37 ms [2021-12-09 14:26:10 main:574] : INFO : Epoch 1855 | loss: 0.0311274 | val_loss: 0.0311598 | Time: 3031.35 ms [2021-12-09 14:26:13 main:574] : INFO : Epoch 1856 | loss: 0.0311255 | val_loss: 0.0311625 | Time: 3102.87 ms [2021-12-09 14:26:16 main:574] : INFO : Epoch 1857 | loss: 0.0311249 | val_loss: 0.0311607 | Time: 3184.91 ms [2021-12-09 14:26:19 main:574] : INFO : Epoch 1858 | loss: 0.0311247 | val_loss: 0.0311504 | Time: 3155.06 ms [2021-12-09 14:26:22 main:574] : INFO : Epoch 1859 | loss: 0.0311237 | val_loss: 0.0311534 | Time: 3151.68 ms [2021-12-09 14:26:25 main:574] : INFO : Epoch 1860 | loss: 0.0311229 | val_loss: 0.0311596 | Time: 3086.01 ms [2021-12-09 14:26:29 main:574] : INFO : Epoch 1861 | loss: 0.0311259 | val_loss: 0.031154 | Time: 3117.59 ms [2021-12-09 14:26:32 main:574] : INFO : Epoch 1862 | loss: 0.0311259 | val_loss: 0.0311583 | Time: 3207.13 ms [2021-12-09 14:26:35 main:574] : INFO : Epoch 1863 | loss: 0.0311217 | val_loss: 0.0311558 | Time: 3044.94 ms [2021-12-09 14:26:38 main:574] : INFO : Epoch 1864 | loss: 0.0311236 | val_loss: 0.0311584 | Time: 3136.33 ms [2021-12-09 14:26:41 main:574] : INFO : Epoch 1865 | loss: 0.0311224 | val_loss: 0.0311588 | Time: 3120.96 ms [2021-12-09 14:26:44 main:574] : INFO : Epoch 1866 | loss: 0.0311215 | val_loss: 0.0311572 | Time: 3069.8 ms [2021-12-09 14:26:47 main:574] : INFO : Epoch 1867 | loss: 0.031119 | val_loss: 0.0311634 | Time: 2802.52 ms [2021-12-09 14:26:50 main:574] : INFO : Epoch 1868 | loss: 0.0311199 | val_loss: 0.0311649 | Time: 2898.95 ms [2021-12-09 14:26:53 main:574] : INFO : Epoch 1869 | loss: 0.0311217 | val_loss: 0.0311608 | Time: 3029.77 ms [2021-12-09 14:26:56 main:574] : INFO : Epoch 1870 | loss: 0.0311261 | val_loss: 0.031159 | Time: 2957.58 ms [2021-12-09 14:26:59 main:574] : INFO : Epoch 1871 | loss: 0.0311176 | val_loss: 0.031157 | Time: 2904.25 ms [2021-12-09 14:27:02 main:574] : INFO : Epoch 1872 | loss: 0.0311218 | val_loss: 0.0311656 | Time: 2840.48 ms [2021-12-09 14:27:05 main:574] : INFO : Epoch 1873 | loss: 0.0311231 | val_loss: 0.0311564 | Time: 2796.37 ms [2021-12-09 14:27:08 main:574] : INFO : Epoch 1874 | loss: 0.0311199 | val_loss: 0.0311611 | Time: 2975.43 ms [2021-12-09 14:27:11 main:574] : INFO : Epoch 1875 | loss: 0.0311223 | val_loss: 0.031161 | Time: 2913.35 ms [2021-12-09 14:27:13 main:574] : INFO : Epoch 1876 | loss: 0.031124 | val_loss: 0.0311568 | Time: 2754.03 ms [2021-12-09 14:27:16 main:574] : INFO : Epoch 1877 | loss: 0.0311188 | val_loss: 0.0311556 | Time: 2791.05 ms [2021-12-09 14:27:19 main:574] : INFO : Epoch 1878 | loss: 0.0311205 | val_loss: 0.0311601 | Time: 2872.16 ms [2021-12-09 14:27:22 main:574] : INFO : Epoch 1879 | loss: 0.0311189 | val_loss: 0.0311567 | Time: 3012.25 ms [2021-12-09 14:27:25 main:574] : INFO : Epoch 1880 | loss: 0.0311192 | val_loss: 0.0311605 | Time: 3006.44 ms [2021-12-09 14:27:28 main:574] : INFO : Epoch 1881 | loss: 0.0311168 | val_loss: 0.0311554 | Time: 2986.13 ms [2021-12-09 14:27:31 main:574] : INFO : Epoch 1882 | loss: 0.0311177 | val_loss: 0.0311632 | Time: 2986.26 ms [2021-12-09 14:27:34 main:574] : INFO : Epoch 1883 | loss: 0.0311157 | val_loss: 0.0311554 | Time: 2921.96 ms [2021-12-09 14:27:37 main:574] : INFO : Epoch 1884 | loss: 0.0311156 | val_loss: 0.0311621 | Time: 2900.77 ms [2021-12-09 14:27:40 main:574] : INFO : Epoch 1885 | loss: 0.031121 | val_loss: 0.0311542 | Time: 2906.51 ms [2021-12-09 14:27:43 main:574] : INFO : Epoch 1886 | loss: 0.0311225 | val_loss: 0.0311564 | Time: 2838.75 ms [2021-12-09 14:27:46 main:574] : INFO : Epoch 1887 | loss: 0.0311202 | val_loss: 0.031158 | Time: 2842.89 ms [2021-12-09 14:27:49 main:574] : INFO : Epoch 1888 | loss: 0.0311185 | val_loss: 0.0311582 | Time: 2875.62 ms [2021-12-09 14:27:52 main:574] : INFO : Epoch 1889 | loss: 0.0311151 | val_loss: 0.0311605 | Time: 2838.76 ms [2021-12-09 14:27:54 main:574] : INFO : Epoch 1890 | loss: 0.0311148 | val_loss: 0.031165 | Time: 2826.7 ms [2021-12-09 14:27:57 main:574] : INFO : Epoch 1891 | loss: 0.0311159 | val_loss: 0.0311596 | Time: 2933.65 ms [2021-12-09 14:28:00 main:574] : INFO : Epoch 1892 | loss: 0.0311135 | val_loss: 0.031166 | Time: 2885.9 ms [2021-12-09 14:28:03 main:574] : INFO : Epoch 1893 | loss: 0.0311201 | val_loss: 0.0311547 | Time: 2849.51 ms [2021-12-09 14:28:06 main:574] : INFO : Epoch 1894 | loss: 0.0311243 | val_loss: 0.0311583 | Time: 2983.16 ms [2021-12-09 14:28:09 main:574] : INFO : Epoch 1895 | loss: 0.0311188 | val_loss: 0.0311536 | Time: 2928.66 ms [2021-12-09 14:28:12 main:574] : INFO : Epoch 1896 | loss: 0.0311229 | val_loss: 0.0311627 | Time: 2856.43 ms [2021-12-09 14:28:15 main:574] : INFO : Epoch 1897 | loss: 0.031123 | val_loss: 0.0311544 | Time: 2928.27 ms [2021-12-09 14:28:18 main:574] : INFO : Epoch 1898 | loss: 0.0311209 | val_loss: 0.0311528 | Time: 3052.63 ms [2021-12-09 14:28:21 main:574] : INFO : Epoch 1899 | loss: 0.0311198 | val_loss: 0.031158 | Time: 3115.4 ms [2021-12-09 14:28:24 main:574] : INFO : Epoch 1900 | loss: 0.0311179 | val_loss: 0.0311537 | Time: 3116.78 ms [2021-12-09 14:28:28 main:574] : INFO : Epoch 1901 | loss: 0.0311218 | val_loss: 0.0311548 | Time: 3135.83 ms [2021-12-09 14:28:31 main:574] : INFO : Epoch 1902 | loss: 0.0311214 | val_loss: 0.0311537 | Time: 3053.19 ms [2021-12-09 14:28:34 main:574] : INFO : Epoch 1903 | loss: 0.031121 | val_loss: 0.0311534 | Time: 3117.38 ms [2021-12-09 14:28:37 main:574] : INFO : Epoch 1904 | loss: 0.0311196 | val_loss: 0.0311533 | Time: 3135.24 ms [2021-12-09 14:28:40 main:574] : INFO : Epoch 1905 | loss: 0.0311274 | val_loss: 0.0311642 | Time: 3253.11 ms [2021-12-09 14:28:44 main:574] : INFO : Epoch 1906 | loss: 0.0311256 | val_loss: 0.0311602 | Time: 3227.9 ms [2021-12-09 14:28:47 main:574] : INFO : Epoch 1907 | loss: 0.031121 | val_loss: 0.031154 | Time: 3205.68 ms [2021-12-09 14:28:50 main:574] : INFO : Epoch 1908 | loss: 0.0311191 | val_loss: 0.0311568 | Time: 3120.24 ms [2021-12-09 14:28:53 main:574] : INFO : Epoch 1909 | loss: 0.0311207 | val_loss: 0.0311591 | Time: 3172.77 ms [2021-12-09 14:28:56 main:574] : INFO : Epoch 1910 | loss: 0.031127 | val_loss: 0.0311614 | Time: 2959.93 ms [2021-12-09 14:28:59 main:574] : INFO : Epoch 1911 | loss: 0.0311235 | val_loss: 0.0311647 | Time: 2854.55 ms [2021-12-09 14:29:02 main:574] : INFO : Epoch 1912 | loss: 0.0311203 | val_loss: 0.0311574 | Time: 2926.47 ms [2021-12-09 14:29:05 main:574] : INFO : Epoch 1913 | loss: 0.0311196 | val_loss: 0.0311625 | Time: 3003.9 ms [2021-12-09 14:29:08 main:574] : INFO : Epoch 1914 | loss: 0.0311213 | val_loss: 0.0311556 | Time: 3100.51 ms [2021-12-09 14:29:11 main:574] : INFO : Epoch 1915 | loss: 0.0311232 | val_loss: 0.0311581 | Time: 2968.23 ms [2021-12-09 14:29:14 main:574] : INFO : Epoch 1916 | loss: 0.0311185 | val_loss: 0.0311563 | Time: 2906.38 ms [2021-12-09 14:29:17 main:574] : INFO : Epoch 1917 | loss: 0.0311198 | val_loss: 0.0311592 | Time: 2944.39 ms [2021-12-09 14:29:20 main:574] : INFO : Epoch 1918 | loss: 0.0311198 | val_loss: 0.0311625 | Time: 2968.32 ms [2021-12-09 14:29:23 main:574] : INFO : Epoch 1919 | loss: 0.031119 | val_loss: 0.031156 | Time: 3045.9 ms [2021-12-09 14:29:26 main:574] : INFO : Epoch 1920 | loss: 0.0311179 | val_loss: 0.031158 | Time: 3078.82 ms [2021-12-09 14:29:29 main:574] : INFO : Epoch 1921 | loss: 0.0311188 | val_loss: 0.0311592 | Time: 3024.32 ms [2021-12-09 14:29:32 main:574] : INFO : Epoch 1922 | loss: 0.0311194 | val_loss: 0.0311548 | Time: 3072.99 ms [2021-12-09 14:29:36 main:574] : INFO : Epoch 1923 | loss: 0.0311188 | val_loss: 0.0311563 | Time: 3090.27 ms [2021-12-09 14:29:39 main:574] : INFO : Epoch 1924 | loss: 0.0311185 | val_loss: 0.0311637 | Time: 3117.49 ms [2021-12-09 14:29:42 main:574] : INFO : Epoch 1925 | loss: 0.0311203 | val_loss: 0.0311598 | Time: 3098.52 ms [2021-12-09 14:29:45 main:574] : INFO : Epoch 1926 | loss: 0.0311188 | val_loss: 0.0311569 | Time: 3097.61 ms [2021-12-09 14:29:48 main:574] : INFO : Epoch 1927 | loss: 0.0311175 | val_loss: 0.0311629 | Time: 3172.41 ms [2021-12-09 14:29:51 main:574] : INFO : Epoch 1928 | loss: 0.0311191 | val_loss: 0.0311634 | Time: 3093.77 ms [2021-12-09 14:29:54 main:574] : INFO : Epoch 1929 | loss: 0.0311196 | val_loss: 0.0311611 | Time: 3047.91 ms [2021-12-09 14:29:57 main:574] : INFO : Epoch 1930 | loss: 0.0311182 | val_loss: 0.0311562 | Time: 3055.38 ms [2021-12-09 14:30:00 main:574] : INFO : Epoch 1931 | loss: 0.0311208 | val_loss: 0.0311589 | Time: 2985.26 ms [2021-12-09 14:30:03 main:574] : INFO : Epoch 1932 | loss: 0.031121 | val_loss: 0.0311563 | Time: 2991.51 ms [2021-12-09 14:30:07 main:574] : INFO : Epoch 1933 | loss: 0.0311213 | val_loss: 0.0311537 | Time: 3125.32 ms [2021-12-09 14:30:10 main:574] : INFO : Epoch 1934 | loss: 0.0311185 | val_loss: 0.0311562 | Time: 3041.1 ms [2021-12-09 14:30:13 main:574] : INFO : Epoch 1935 | loss: 0.031121 | val_loss: 0.0311617 | Time: 3073.98 ms [2021-12-09 14:30:16 main:574] : INFO : Epoch 1936 | loss: 0.0311386 | val_loss: 0.031161 | Time: 3162.82 ms [2021-12-09 14:30:19 main:574] : INFO : Epoch 1937 | loss: 0.0311385 | val_loss: 0.0311628 | Time: 3098.63 ms [2021-12-09 14:30:22 main:574] : INFO : Epoch 1938 | loss: 0.0311398 | val_loss: 0.0311646 | Time: 3086.94 ms [2021-12-09 14:30:25 main:574] : INFO : Epoch 1939 | loss: 0.0311392 | val_loss: 0.0311614 | Time: 3138.42 ms [2021-12-09 14:30:28 main:574] : INFO : Epoch 1940 | loss: 0.0311368 | val_loss: 0.0311594 | Time: 3090.29 ms [2021-12-09 14:30:32 main:574] : INFO : Epoch 1941 | loss: 0.0311359 | val_loss: 0.0311548 | Time: 3044.18 ms [2021-12-09 14:30:35 main:574] : INFO : Epoch 1942 | loss: 0.0311331 | val_loss: 0.0311577 | Time: 2988.95 ms [2021-12-09 14:30:38 main:574] : INFO : Epoch 1943 | loss: 0.0311321 | val_loss: 0.0311564 | Time: 2953.92 ms [2021-12-09 14:30:41 main:574] : INFO : Epoch 1944 | loss: 0.0311367 | val_loss: 0.0311516 | Time: 3074.58 ms [2021-12-09 14:30:44 main:574] : INFO : Epoch 1945 | loss: 0.0311309 | val_loss: 0.0311518 | Time: 2869.73 ms [2021-12-09 14:30:47 main:574] : INFO : Epoch 1946 | loss: 0.0311298 | val_loss: 0.0311534 | Time: 3014.11 ms [2021-12-09 14:30:50 main:574] : INFO : Epoch 1947 | loss: 0.0311293 | val_loss: 0.0311563 | Time: 3117.02 ms [2021-12-09 14:30:53 main:574] : INFO : Epoch 1948 | loss: 0.0311294 | val_loss: 0.0311549 | Time: 2886.11 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB) [2021-12-09 15:25:17 main:435] : INFO : Set logging level to 1 [2021-12-09 15:25:17 main:441] : INFO : Running in BOINC Client mode [2021-12-09 15:25:17 main:444] : INFO : Resolving all filenames [2021-12-09 15:25:17 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-09 15:25:17 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-09 15:25:17 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-09 15:25:17 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2021-12-09 15:25:17 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-09 15:25:18 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-09 15:25:18 main:474] : INFO : Configuration: [2021-12-09 15:25:18 main:475] : INFO : Model type: GRU [2021-12-09 15:25:18 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-09 15:25:18 main:477] : INFO : Max Epochs: 2048 [2021-12-09 15:25:18 main:478] : INFO : Batch Size: 128 [2021-12-09 15:25:18 main:479] : INFO : Learning Rate: 0.01 [2021-12-09 15:25:18 main:480] : INFO : Patience: 10 [2021-12-09 15:25:18 main:481] : INFO : Hidden Width: 12 [2021-12-09 15:25:18 main:482] : INFO : # Recurrent Layers: 4 [2021-12-09 15:25:18 main:483] : INFO : # Backend Layers: 4 [2021-12-09 15:25:18 main:484] : INFO : # Threads: 1 [2021-12-09 15:25:18 main:486] : INFO : Preparing Dataset [2021-12-09 15:25:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-09 15:25:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-09 15:25:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-09 15:25:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-09 15:25:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-09 15:25:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-09 15:25:20 main:494] : INFO : Creating Model [2021-12-09 15:25:20 main:507] : INFO : Preparing config file [2021-12-09 15:25:20 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-09 15:25:20 main:512] : INFO : Loading config [2021-12-09 15:25:20 main:514] : INFO : Loading state [2021-12-09 15:25:21 main:559] : INFO : Loading DataLoader into Memory [2021-12-09 15:25:21 main:562] : INFO : Starting Training [2021-12-09 15:25:24 main:574] : INFO : Epoch 1945 | loss: 0.0312373 | val_loss: 0.0311664 | Time: 2339.04 ms [2021-12-09 15:25:26 main:574] : INFO : Epoch 1946 | loss: 0.0311406 | val_loss: 0.0311571 | Time: 2113.7 ms [2021-12-09 15:25:28 main:574] : INFO : Epoch 1947 | loss: 0.0311351 | val_loss: 0.0311541 | Time: 2017.2 ms [2021-12-09 15:25:30 main:574] : INFO : Epoch 1948 | loss: 0.0311334 | val_loss: 0.0311575 | Time: 2059.63 ms [2021-12-09 15:25:32 main:574] : INFO : Epoch 1949 | loss: 0.0311294 | val_loss: 0.0311583 | Time: 1960.82 ms [2021-12-09 15:25:34 main:574] : INFO : Epoch 1950 | loss: 0.0311253 | val_loss: 0.0311519 | Time: 2098.58 ms [2021-12-09 15:25:36 main:574] : INFO : Epoch 1951 | loss: 0.0311238 | val_loss: 0.0311498 | Time: 2065.59 ms [2021-12-09 15:25:38 main:574] : INFO : Epoch 1952 | loss: 0.0311245 | val_loss: 0.031157 | Time: 2024.31 ms [2021-12-09 15:25:40 main:574] : INFO : Epoch 1953 | loss: 0.0311236 | val_loss: 0.031152 | Time: 2129.09 ms [2021-12-09 15:25:43 main:574] : INFO : Epoch 1954 | loss: 0.0311208 | val_loss: 0.0311542 | Time: 2024.87 ms [2021-12-09 15:25:45 main:574] : INFO : Epoch 1955 | loss: 0.03112 | val_loss: 0.0311475 | Time: 2087.15 ms [2021-12-09 15:25:47 main:574] : INFO : Epoch 1956 | loss: 0.0311196 | val_loss: 0.0311481 | Time: 2057.45 ms [2021-12-09 15:25:49 main:574] : INFO : Epoch 1957 | loss: 0.0311195 | val_loss: 0.0311544 | Time: 2146.35 ms [2021-12-09 15:25:51 main:574] : INFO : Epoch 1958 | loss: 0.031125 | val_loss: 0.0311519 | Time: 2020.7 ms [2021-12-09 15:25:53 main:574] : INFO : Epoch 1959 | loss: 0.0311214 | val_loss: 0.0311514 | Time: 1997.86 ms [2021-12-09 15:25:55 main:574] : INFO : Epoch 1960 | loss: 0.0311203 | val_loss: 0.0311522 | Time: 2019.91 ms [2021-12-09 15:25:57 main:574] : INFO : Epoch 1961 | loss: 0.0311204 | val_loss: 0.0311566 | Time: 2075.07 ms [2021-12-09 15:25:59 main:574] : INFO : Epoch 1962 | loss: 0.0311197 | val_loss: 0.031153 | Time: 2090.1 ms [2021-12-09 15:26:01 main:574] : INFO : Epoch 1963 | loss: 0.0311206 | val_loss: 0.0311545 | Time: 1988.22 ms [2021-12-09 15:26:04 main:574] : INFO : Epoch 1964 | loss: 0.0311196 | val_loss: 0.0311537 | Time: 2005.03 ms [2021-12-09 15:26:06 main:574] : INFO : Epoch 1965 | loss: 0.0311218 | val_loss: 0.0311553 | Time: 2019.17 ms [2021-12-09 15:26:08 main:574] : INFO : Epoch 1966 | loss: 0.0311235 | val_loss: 0.0311569 | Time: 2057.56 ms [2021-12-09 15:26:10 main:574] : INFO : Epoch 1967 | loss: 0.0311188 | val_loss: 0.0311539 | Time: 1937.04 ms [2021-12-09 15:26:12 main:574] : INFO : Epoch 1968 | loss: 0.0311184 | val_loss: 0.0311533 | Time: 2039.95 ms [2021-12-09 15:26:14 main:574] : INFO : Epoch 1969 | loss: 0.0311182 | val_loss: 0.0311548 | Time: 2141.6 ms [2021-12-09 15:26:16 main:574] : INFO : Epoch 1970 | loss: 0.031118 | val_loss: 0.031151 | Time: 1865.3 ms [2021-12-09 15:26:18 main:574] : INFO : Epoch 1971 | loss: 0.0311189 | val_loss: 0.0311577 | Time: 2032.96 ms [2021-12-09 15:26:20 main:574] : INFO : Epoch 1972 | loss: 0.0311195 | val_loss: 0.0311573 | Time: 2073.12 ms [2021-12-09 15:26:22 main:574] : INFO : Epoch 1973 | loss: 0.0311218 | val_loss: 0.0311606 | Time: 1981.46 ms [2021-12-09 15:26:24 main:574] : INFO : Epoch 1974 | loss: 0.0311241 | val_loss: 0.031158 | Time: 1969.38 ms [2021-12-09 15:26:26 main:574] : INFO : Epoch 1975 | loss: 0.0311206 | val_loss: 0.0311588 | Time: 2129.07 ms [2021-12-09 15:26:28 main:574] : INFO : Epoch 1976 | loss: 0.0311184 | val_loss: 0.0311552 | Time: 1963.81 ms [2021-12-09 15:26:30 main:574] : INFO : Epoch 1977 | loss: 0.0311202 | val_loss: 0.0311529 | Time: 2011.84 ms [2021-12-09 15:26:32 main:574] : INFO : Epoch 1978 | loss: 0.031119 | val_loss: 0.031153 | Time: 2107.25 ms [2021-12-09 15:26:35 main:574] : INFO : Epoch 1979 | loss: 0.0311165 | val_loss: 0.0311528 | Time: 2094.69 ms [2021-12-09 15:26:37 main:574] : INFO : Epoch 1980 | loss: 0.031115 | val_loss: 0.0311499 | Time: 1904.9 ms [2021-12-09 15:26:39 main:574] : INFO : Epoch 1981 | loss: 0.0311194 | val_loss: 0.0311548 | Time: 2017.33 ms [2021-12-09 15:26:41 main:574] : INFO : Epoch 1982 | loss: 0.0311209 | val_loss: 0.0311586 | Time: 2044.8 ms [2021-12-09 15:26:43 main:574] : INFO : Epoch 1983 | loss: 0.0311217 | val_loss: 0.0311524 | Time: 1971.18 ms [2021-12-09 15:26:45 main:574] : INFO : Epoch 1984 | loss: 0.0311217 | val_loss: 0.031152 | Time: 1947.9 ms [2021-12-09 15:26:47 main:574] : INFO : Epoch 1985 | loss: 0.0311203 | val_loss: 0.0311539 | Time: 2066.16 ms [2021-12-09 15:26:49 main:574] : INFO : Epoch 1986 | loss: 0.0311216 | val_loss: 0.0311509 | Time: 2114.28 ms [2021-12-09 15:26:51 main:574] : INFO : Epoch 1987 | loss: 0.0311166 | val_loss: 0.0311486 | Time: 1816.64 ms [2021-12-09 15:26:53 main:574] : INFO : Epoch 1988 | loss: 0.0311174 | val_loss: 0.0311501 | Time: 1963.13 ms [2021-12-09 15:26:55 main:574] : INFO : Epoch 1989 | loss: 0.0311153 | val_loss: 0.0311476 | Time: 2120.49 ms [2021-12-09 15:26:57 main:574] : INFO : Epoch 1990 | loss: 0.0311185 | val_loss: 0.0311492 | Time: 1969.46 ms [2021-12-09 15:26:59 main:574] : INFO : Epoch 1991 | loss: 0.0311185 | val_loss: 0.031151 | Time: 2011.91 ms [2021-12-09 15:27:01 main:574] : INFO : Epoch 1992 | loss: 0.0311156 | val_loss: 0.0311571 | Time: 2008.58 ms [2021-12-09 15:27:03 main:574] : INFO : Epoch 1993 | loss: 0.031117 | val_loss: 0.0311537 | Time: 2021.24 ms [2021-12-09 15:27:05 main:574] : INFO : Epoch 1994 | loss: 0.0311178 | val_loss: 0.0311597 | Time: 2051.49 ms [2021-12-09 15:27:07 main:574] : INFO : Epoch 1995 | loss: 0.0311193 | val_loss: 0.0311554 | Time: 2021.61 ms [2021-12-09 15:27:09 main:574] : INFO : Epoch 1996 | loss: 0.031124 | val_loss: 0.0311536 | Time: 2075.14 ms [2021-12-09 15:27:11 main:574] : INFO : Epoch 1997 | loss: 0.0311221 | val_loss: 0.0311564 | Time: 1974.55 ms [2021-12-09 15:27:13 main:574] : INFO : Epoch 1998 | loss: 0.0311208 | val_loss: 0.0311494 | Time: 2115.68 ms [2021-12-09 15:27:16 main:574] : INFO : Epoch 1999 | loss: 0.0311196 | val_loss: 0.0311502 | Time: 2074.24 ms [2021-12-09 15:27:18 main:574] : INFO : Epoch 2000 | loss: 0.0311166 | val_loss: 0.0311511 | Time: 2059.63 ms [2021-12-09 15:27:20 main:574] : INFO : Epoch 2001 | loss: 0.0311123 | val_loss: 0.0311554 | Time: 2083.29 ms [2021-12-09 15:27:22 main:574] : INFO : Epoch 2002 | loss: 0.0311145 | val_loss: 0.03115 | Time: 2039.2 ms [2021-12-09 15:27:24 main:574] : INFO : Epoch 2003 | loss: 0.0311256 | val_loss: 0.0311547 | Time: 2087.88 ms [2021-12-09 15:27:26 main:574] : INFO : Epoch 2004 | loss: 0.0311188 | val_loss: 0.0311487 | Time: 2128.22 ms [2021-12-09 15:27:28 main:574] : INFO : Epoch 2005 | loss: 0.0311196 | val_loss: 0.0311525 | Time: 2035.56 ms [2021-12-09 15:27:30 main:574] : INFO : Epoch 2006 | loss: 0.0311217 | val_loss: 0.0311488 | Time: 2132.85 ms [2021-12-09 15:27:33 main:574] : INFO : Epoch 2007 | loss: 0.0311191 | val_loss: 0.031148 | Time: 2068.73 ms [2021-12-09 15:27:35 main:574] : INFO : Epoch 2008 | loss: 0.0311185 | val_loss: 0.0311465 | Time: 2116.54 ms [2021-12-09 15:27:37 main:574] : INFO : Epoch 2009 | loss: 0.0311179 | val_loss: 0.0311465 | Time: 2021.62 ms [2021-12-09 15:27:39 main:574] : INFO : Epoch 2010 | loss: 0.031118 | val_loss: 0.0311566 | Time: 2121.21 ms [2021-12-09 15:27:41 main:574] : INFO : Epoch 2011 | loss: 0.0311177 | val_loss: 0.0311545 | Time: 1931.97 ms [2021-12-09 15:27:43 main:574] : INFO : Epoch 2012 | loss: 0.0311163 | val_loss: 0.0311478 | Time: 2096.69 ms [2021-12-09 15:27:45 main:574] : INFO : Epoch 2013 | loss: 0.0311272 | val_loss: 0.0311544 | Time: 1990.73 ms [2021-12-09 15:27:47 main:574] : INFO : Epoch 2014 | loss: 0.0311276 | val_loss: 0.0311592 | Time: 2055.52 ms [2021-12-09 15:27:49 main:574] : INFO : Epoch 2015 | loss: 0.0311217 | val_loss: 0.0311537 | Time: 2137.35 ms [2021-12-09 15:27:51 main:574] : INFO : Epoch 2016 | loss: 0.0311206 | val_loss: 0.0311562 | Time: 2007.88 ms [2021-12-09 15:27:54 main:574] : INFO : Epoch 2017 | loss: 0.0311198 | val_loss: 0.0311564 | Time: 2032.22 ms [2021-12-09 15:27:56 main:574] : INFO : Epoch 2018 | loss: 0.0311194 | val_loss: 0.0311536 | Time: 2127.09 ms [2021-12-09 15:27:58 main:574] : INFO : Epoch 2019 | loss: 0.0311162 | val_loss: 0.031153 | Time: 2066.46 ms [2021-12-09 15:28:00 main:574] : INFO : Epoch 2020 | loss: 0.0311193 | val_loss: 0.031153 | Time: 1986.22 ms [2021-12-09 15:28:02 main:574] : INFO : Epoch 2021 | loss: 0.0311211 | val_loss: 0.0311613 | Time: 2074.33 ms [2021-12-09 15:28:04 main:574] : INFO : Epoch 2022 | loss: 0.0311195 | val_loss: 0.0311512 | Time: 2068.92 ms [2021-12-09 15:28:06 main:574] : INFO : Epoch 2023 | loss: 0.0311163 | val_loss: 0.0311558 | Time: 2052.79 ms [2021-12-09 15:28:08 main:574] : INFO : Epoch 2024 | loss: 0.0311164 | val_loss: 0.0311531 | Time: 2008.48 ms [2021-12-09 15:28:10 main:574] : INFO : Epoch 2025 | loss: 0.0311192 | val_loss: 0.0311496 | Time: 1999.31 ms [2021-12-09 15:28:12 main:574] : INFO : Epoch 2026 | loss: 0.0311233 | val_loss: 0.0311503 | Time: 2042.96 ms [2021-12-09 15:28:14 main:574] : INFO : Epoch 2027 | loss: 0.0311179 | val_loss: 0.0311491 | Time: 2020 ms [2021-12-09 15:28:16 main:574] : INFO : Epoch 2028 | loss: 0.0311158 | val_loss: 0.031151 | Time: 1967.94 ms [2021-12-09 15:28:19 main:574] : INFO : Epoch 2029 | loss: 0.0311159 | val_loss: 0.03116 | Time: 2068.13 ms [2021-12-09 15:28:21 main:574] : INFO : Epoch 2030 | loss: 0.0311127 | val_loss: 0.0311566 | Time: 2117.59 ms [2021-12-09 15:28:23 main:574] : INFO : Epoch 2031 | loss: 0.0311121 | val_loss: 0.031151 | Time: 1908.03 ms [2021-12-09 15:28:25 main:574] : INFO : Epoch 2032 | loss: 0.0311123 | val_loss: 0.0311543 | Time: 2012.52 ms [2021-12-09 15:28:27 main:574] : INFO : Epoch 2033 | loss: 0.0311256 | val_loss: 0.0311532 | Time: 2095.19 ms [2021-12-09 15:28:29 main:574] : INFO : Epoch 2034 | loss: 0.0311265 | val_loss: 0.0311557 | Time: 1986.7 ms [2021-12-09 15:28:31 main:574] : INFO : Epoch 2035 | loss: 0.0311216 | val_loss: 0.0311538 | Time: 2049.52 ms [2021-12-09 15:28:33 main:574] : INFO : Epoch 2036 | loss: 0.0311145 | val_loss: 0.0311514 | Time: 2072.29 ms [2021-12-09 15:28:35 main:574] : INFO : Epoch 2037 | loss: 0.0311133 | val_loss: 0.0311591 | Time: 2098.58 ms [2021-12-09 15:28:37 main:574] : INFO : Epoch 2038 | loss: 0.0311128 | val_loss: 0.0311588 | Time: 1955.68 ms [2021-12-09 15:28:39 main:574] : INFO : Epoch 2039 | loss: 0.0311144 | val_loss: 0.0311533 | Time: 1983.73 ms [2021-12-09 15:28:41 main:574] : INFO : Epoch 2040 | loss: 0.0311113 | val_loss: 0.0311559 | Time: 2087.44 ms [2021-12-09 15:28:44 main:574] : INFO : Epoch 2041 | loss: 0.0311532 | val_loss: 0.0311776 | Time: 2067.2 ms [2021-12-09 15:28:46 main:574] : INFO : Epoch 2042 | loss: 0.0311783 | val_loss: 0.0311798 | Time: 2061.89 ms [2021-12-09 15:28:48 main:574] : INFO : Epoch 2043 | loss: 0.0311857 | val_loss: 0.0311947 | Time: 2023.02 ms [2021-12-09 15:28:50 main:574] : INFO : Epoch 2044 | loss: 0.0311851 | val_loss: 0.0311786 | Time: 2074.4 ms [2021-12-09 15:28:52 main:574] : INFO : Epoch 2045 | loss: 0.0311728 | val_loss: 0.0311746 | Time: 2078.52 ms [2021-12-09 15:28:54 main:574] : INFO : Epoch 2046 | loss: 0.0311677 | val_loss: 0.0311759 | Time: 1883.09 ms [2021-12-09 15:28:56 main:574] : INFO : Epoch 2047 | loss: 0.0311797 | val_loss: 0.0311946 | Time: 2061.95 ms [2021-12-09 15:28:58 main:574] : INFO : Epoch 2048 | loss: 0.0311763 | val_loss: 0.0311834 | Time: 2127.94 ms [2021-12-09 15:28:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311834 [2021-12-09 15:28:58 main:603] : INFO : Saving end state to config to file [2021-12-09 15:28:58 main:608] : INFO : Success, exiting.. 15:28:58 (3012): 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)