Task 5789204
| Name | ParityMachine-1623893596-16651-2_0 |
| Workunit | 3618154 |
| Created | 11 Jul 2021, 21:00:44 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 21 Jul 2021, 8:50:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 9 min 7 sec |
| CPU time | 1 hours 8 min 56 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 | 10.62 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 9 | loss: 0.0311577 | val_loss: 0.0311677 | Time: 2053.55 ms [2021-07-21 09:16:06 main:581] : INFO : Epoch 1570 | loss: 0.0311579 | val_loss: 0.0311687 | Time: 2060.03 ms [2021-07-21 09:16:08 main:581] : INFO : Epoch 1571 | loss: 0.0311605 | val_loss: 0.0311782 | Time: 2081.19 ms [2021-07-21 09:16:10 main:581] : INFO : Epoch 1572 | loss: 0.0311628 | val_loss: 0.0311692 | Time: 2007.51 ms [2021-07-21 09:16:12 main:581] : INFO : Epoch 1573 | loss: 0.0311596 | val_loss: 0.0311662 | Time: 1976.52 ms [2021-07-21 09:16:14 main:581] : INFO : Epoch 1574 | loss: 0.0311588 | val_loss: 0.0311665 | Time: 1948.96 ms [2021-07-21 09:16:16 main:581] : INFO : Epoch 1575 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 1988.05 ms [2021-07-21 09:16:18 main:581] : INFO : Epoch 1576 | loss: 0.031159 | val_loss: 0.0311687 | Time: 2062.79 ms [2021-07-21 09:16:20 main:581] : INFO : Epoch 1577 | loss: 0.0311582 | val_loss: 0.0311665 | Time: 1965.91 ms [2021-07-21 09:16:22 main:581] : INFO : Epoch 1578 | loss: 0.0311574 | val_loss: 0.0311688 | Time: 1990.64 ms [2021-07-21 09:16:24 main:581] : INFO : Epoch 1579 | loss: 0.0311605 | val_loss: 0.0311676 | Time: 1984.98 ms [2021-07-21 09:16:26 main:581] : INFO : Epoch 1580 | loss: 0.0311595 | val_loss: 0.0311674 | Time: 2019.74 ms [2021-07-21 09:16:28 main:581] : INFO : Epoch 1581 | loss: 0.0311582 | val_loss: 0.0311655 | Time: 2045.81 ms [2021-07-21 09:16:30 main:581] : INFO : Epoch 1582 | loss: 0.0311576 | val_loss: 0.0311645 | Time: 2118.72 ms [2021-07-21 09:16:32 main:581] : INFO : Epoch 1583 | loss: 0.0311567 | val_loss: 0.031166 | Time: 2023.32 ms [2021-07-21 09:16:34 main:581] : INFO : Epoch 1584 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 2013.85 ms [2021-07-21 09:16:36 main:581] : INFO : Epoch 1585 | loss: 0.0311577 | val_loss: 0.0311669 | Time: 1959.32 ms [2021-07-21 09:16:38 main:581] : INFO : Epoch 1586 | loss: 0.0311596 | val_loss: 0.0311731 | Time: 2061.19 ms [2021-07-21 09:16:40 main:581] : INFO : Epoch 1587 | loss: 0.0311575 | val_loss: 0.0311658 | Time: 2038.11 ms [2021-07-21 09:16:42 main:581] : INFO : Epoch 1588 | loss: 0.031156 | val_loss: 0.0311659 | Time: 2052.72 ms [2021-07-21 09:16:44 main:581] : INFO : Epoch 1589 | loss: 0.0311563 | val_loss: 0.031166 | Time: 1981.45 ms [2021-07-21 09:16:46 main:581] : INFO : Epoch 1590 | loss: 0.0311558 | val_loss: 0.0311679 | Time: 2062.59 ms [2021-07-21 09:16:48 main:581] : INFO : Epoch 1591 | loss: 0.0311564 | val_loss: 0.0311673 | Time: 2045.01 ms [2021-07-21 09:16:51 main:581] : INFO : Epoch 1592 | loss: 0.0311571 | val_loss: 0.0311673 | Time: 2013.92 ms [2021-07-21 09:16:52 main:581] : INFO : Epoch 1593 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 1973.25 ms [2021-07-21 09:16:55 main:581] : INFO : Epoch 1594 | loss: 0.0311573 | val_loss: 0.0311659 | Time: 2036.45 ms [2021-07-21 09:16:57 main:581] : INFO : Epoch 1595 | loss: 0.0311557 | val_loss: 0.0311677 | Time: 2059.53 ms [2021-07-21 09:16:59 main:581] : INFO : Epoch 1596 | loss: 0.031156 | val_loss: 0.0311666 | Time: 2111.24 ms [2021-07-21 09:17:01 main:581] : INFO : Epoch 1597 | loss: 0.0311552 | val_loss: 0.0311675 | Time: 2015.48 ms [2021-07-21 09:17:03 main:581] : INFO : Epoch 1598 | loss: 0.0311563 | val_loss: 0.031167 | Time: 1996.62 ms [2021-07-21 09:17:05 main:581] : INFO : Epoch 1599 | loss: 0.0311551 | val_loss: 0.0311679 | Time: 2038.25 ms [2021-07-21 09:17:07 main:581] : INFO : Epoch 1600 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 2085.85 ms [2021-07-21 09:17:09 main:581] : INFO : Epoch 1601 | loss: 0.031155 | val_loss: 0.0311659 | Time: 2009.29 ms [2021-07-21 09:17:11 main:581] : INFO : Epoch 1602 | loss: 0.0311557 | val_loss: 0.0311658 | Time: 1994.43 ms [2021-07-21 09:17:13 main:581] : INFO : Epoch 1603 | loss: 0.0311549 | val_loss: 0.0311723 | Time: 1981.88 ms [2021-07-21 09:17:15 main:581] : INFO : Epoch 1604 | loss: 0.0311592 | val_loss: 0.0311672 | Time: 2114.51 ms [2021-07-21 09:17:17 main:581] : INFO : Epoch 1605 | loss: 0.0311579 | val_loss: 0.0311648 | Time: 1997.09 ms [2021-07-21 09:17:19 main:581] : INFO : Epoch 1606 | loss: 0.0311553 | val_loss: 0.0311651 | Time: 2033.35 ms [2021-07-21 09:17:21 main:581] : INFO : Epoch 1607 | loss: 0.0311563 | val_loss: 0.0311659 | Time: 2058.36 ms [2021-07-21 09:17:23 main:581] : INFO : Epoch 1608 | loss: 0.0311549 | val_loss: 0.031166 | Time: 2063.51 ms [2021-07-21 09:17:25 main:581] : INFO : Epoch 1609 | loss: 0.031157 | val_loss: 0.0311672 | Time: 2025.28 ms [2021-07-21 09:17:27 main:581] : INFO : Epoch 1610 | loss: 0.031158 | val_loss: 0.0311671 | Time: 2003.32 ms [2021-07-21 09:17:29 main:581] : INFO : Epoch 1611 | loss: 0.0311565 | val_loss: 0.03117 | Time: 2056.96 ms [2021-07-21 09:17:31 main:581] : INFO : Epoch 1612 | loss: 0.0311556 | val_loss: 0.0311668 | Time: 2006.56 ms [2021-07-21 09:17:33 main:581] : INFO : Epoch 1613 | loss: 0.0311544 | val_loss: 0.0311668 | Time: 2008.62 ms [2021-07-21 09:17:35 main:581] : INFO : Epoch 1614 | loss: 0.0311574 | val_loss: 0.0311667 | Time: 1984.86 ms [2021-07-21 09:17:37 main:581] : INFO : Epoch 1615 | loss: 0.031154 | val_loss: 0.0311685 | Time: 2003.56 ms [2021-07-21 09:17:39 main:581] : INFO : Epoch 1616 | loss: 0.0311541 | val_loss: 0.0311681 | Time: 2132.17 ms [2021-07-21 09:17:41 main:581] : INFO : Epoch 1617 | loss: 0.0311545 | val_loss: 0.0311677 | Time: 2141 ms [2021-07-21 09:17:44 main:581] : INFO : Epoch 1618 | loss: 0.0311563 | val_loss: 0.0311662 | Time: 2104.48 ms [2021-07-21 09:17:46 main:581] : INFO : Epoch 1619 | loss: 0.0311551 | val_loss: 0.0311667 | Time: 2100.65 ms [2021-07-21 09:17:48 main:581] : INFO : Epoch 1620 | loss: 0.0311558 | val_loss: 0.0311663 | Time: 2058.98 ms [2021-07-21 09:17:50 main:581] : INFO : Epoch 1621 | loss: 0.0311553 | val_loss: 0.0311671 | Time: 2054.19 ms [2021-07-21 09:17:52 main:581] : INFO : Epoch 1622 | loss: 0.0311546 | val_loss: 0.0311651 | Time: 2078.32 ms [2021-07-21 09:17:54 main:581] : INFO : Epoch 1623 | loss: 0.0311539 | val_loss: 0.0311649 | Time: 1976.91 ms [2021-07-21 09:17:56 main:581] : INFO : Epoch 1624 | loss: 0.031153 | val_loss: 0.0311669 | Time: 1998.8 ms [2021-07-21 09:17:58 main:581] : INFO : Epoch 1625 | loss: 0.0311528 | val_loss: 0.0311669 | Time: 1989.28 ms [2021-07-21 09:18:00 main:581] : INFO : Epoch 1626 | loss: 0.0311533 | val_loss: 0.0311664 | Time: 2006.8 ms [2021-07-21 09:18:02 main:581] : INFO : Epoch 1627 | loss: 0.0311571 | val_loss: 0.0311695 | Time: 2003.73 ms [2021-07-21 09:18:04 main:581] : INFO : Epoch 1628 | loss: 0.0311563 | val_loss: 0.0311681 | Time: 1987.11 ms [2021-07-21 09:18:06 main:581] : INFO : Epoch 1629 | loss: 0.0311535 | val_loss: 0.0311678 | Time: 1993.93 ms [2021-07-21 09:18:08 main:581] : INFO : Epoch 1630 | loss: 0.0311527 | val_loss: 0.0311651 | Time: 2038 ms [2021-07-21 09:18:10 main:581] : INFO : Epoch 1631 | loss: 0.0311534 | val_loss: 0.0311687 | Time: 2004.07 ms [2021-07-21 09:18:12 main:581] : INFO : Epoch 1632 | loss: 0.0311545 | val_loss: 0.0311679 | Time: 2012.76 ms [2021-07-21 09:18:14 main:581] : INFO : Epoch 1633 | loss: 0.0311539 | val_loss: 0.0311685 | Time: 1999.44 ms [2021-07-21 09:18:16 main:581] : INFO : Epoch 1634 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 1996.93 ms [2021-07-21 09:18:18 main:581] : INFO : Epoch 1635 | loss: 0.0311579 | val_loss: 0.0311774 | Time: 2009.84 ms [2021-07-21 09:18:20 main:581] : INFO : Epoch 1636 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 2029.73 ms [2021-07-21 09:18:22 main:581] : INFO : Epoch 1637 | loss: 0.0311635 | val_loss: 0.0311715 | Time: 2040.61 ms [2021-07-21 09:18:24 main:581] : INFO : Epoch 1638 | loss: 0.0311612 | val_loss: 0.0311736 | Time: 2097.3 ms [2021-07-21 09:18:26 main:581] : INFO : Epoch 1639 | loss: 0.0311623 | val_loss: 0.0311714 | Time: 2079.04 ms [2021-07-21 09:18:28 main:581] : INFO : Epoch 1640 | loss: 0.0311597 | val_loss: 0.031172 | Time: 2017.83 ms [2021-07-21 09:18:30 main:581] : INFO : Epoch 1641 | loss: 0.0311589 | val_loss: 0.0311691 | Time: 2015.35 ms [2021-07-21 09:18:32 main:581] : INFO : Epoch 1642 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 2046.47 ms [2021-07-21 09:18:34 main:581] : INFO : Epoch 1643 | loss: 0.0311561 | val_loss: 0.0311654 | Time: 2073.86 ms [2021-07-21 09:18:36 main:581] : INFO : Epoch 1644 | loss: 0.0311543 | val_loss: 0.031168 | Time: 2052.94 ms [2021-07-21 09:18:38 main:581] : INFO : Epoch 1645 | loss: 0.0311573 | val_loss: 0.0311648 | Time: 2010.07 ms [2021-07-21 09:18:40 main:581] : INFO : Epoch 1646 | loss: 0.0311577 | val_loss: 0.0311682 | Time: 2064.97 ms [2021-07-21 09:18:42 main:581] : INFO : Epoch 1647 | loss: 0.0311569 | val_loss: 0.0311666 | Time: 2075.29 ms [2021-07-21 09:18:45 main:581] : INFO : Epoch 1648 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 2030.34 ms [2021-07-21 09:18:46 main:581] : INFO : Epoch 1649 | loss: 0.0311563 | val_loss: 0.0311664 | Time: 1863.39 ms [2021-07-21 09:18:48 main:581] : INFO : Epoch 1650 | loss: 0.031156 | val_loss: 0.0311672 | Time: 1605.58 ms [2021-07-21 09:18:50 main:581] : INFO : Epoch 1651 | loss: 0.0311553 | val_loss: 0.0311656 | Time: 1706.5 ms [2021-07-21 09:18:52 main:581] : INFO : Epoch 1652 | loss: 0.0311548 | val_loss: 0.031165 | Time: 1931.81 ms [2021-07-21 09:18:54 main:581] : INFO : Epoch 1653 | loss: 0.0311546 | val_loss: 0.031172 | Time: 2057.42 ms [2021-07-21 09:18:56 main:581] : INFO : Epoch 1654 | loss: 0.0311563 | val_loss: 0.0311658 | Time: 2024.39 ms [2021-07-21 09:18:58 main:581] : INFO : Epoch 1655 | loss: 0.0311561 | val_loss: 0.0311652 | Time: 2061.33 ms [2021-07-21 09:19:00 main:581] : INFO : Epoch 1656 | loss: 0.0311553 | val_loss: 0.0311651 | Time: 2055.9 ms [2021-07-21 09:19:02 main:581] : INFO : Epoch 1657 | loss: 0.0311568 | val_loss: 0.0311645 | Time: 1908.39 ms [2021-07-21 09:19:03 main:581] : INFO : Epoch 1658 | loss: 0.0311555 | val_loss: 0.0311667 | Time: 1648.38 ms [2021-07-21 09:19:05 main:581] : INFO : Epoch 1659 | loss: 0.0311556 | val_loss: 0.0311658 | Time: 1883 ms [2021-07-21 09:19:07 main:581] : INFO : Epoch 1660 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 1534.81 ms [2021-07-21 09:19:08 main:581] : INFO : Epoch 1661 | loss: 0.0311561 | val_loss: 0.0311664 | Time: 1508.98 ms [2021-07-21 09:19:10 main:581] : INFO : Epoch 1662 | loss: 0.0311606 | val_loss: 0.0311673 | Time: 1646.07 ms [2021-07-21 09:19:12 main:581] : INFO : Epoch 1663 | loss: 0.03116 | val_loss: 0.0311679 | Time: 1974.38 ms [2021-07-21 09:19:14 main:581] : INFO : Epoch 1664 | loss: 0.0311594 | val_loss: 0.0311674 | Time: 1987.01 ms [2021-07-21 09:19:16 main:581] : INFO : Epoch 1665 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 1974.89 ms [2021-07-21 09:19:18 main:581] : INFO : Epoch 1666 | loss: 0.0311604 | val_loss: 0.0311646 | Time: 1969.56 ms [2021-07-21 09:19:20 main:581] : INFO : Epoch 1667 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 1922.21 ms [2021-07-21 09:19:22 main:581] : INFO : Epoch 1668 | loss: 0.031159 | val_loss: 0.0311658 | Time: 1877.11 ms [2021-07-21 09:19:24 main:581] : INFO : Epoch 1669 | loss: 0.0311587 | val_loss: 0.0311664 | Time: 2007.3 ms [2021-07-21 09:19:26 main:581] : INFO : Epoch 1670 | loss: 0.0311717 | val_loss: 0.0311696 | Time: 2031.9 ms [2021-07-21 09:19:28 main:581] : INFO : Epoch 1671 | loss: 0.0311695 | val_loss: 0.0311694 | Time: 2025.44 ms [2021-07-21 09:19:29 main:581] : INFO : Epoch 1672 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 1723.4 ms [2021-07-21 09:19:31 main:581] : INFO : Epoch 1673 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 1931.76 ms [2021-07-21 09:19:33 main:581] : INFO : Epoch 1674 | loss: 0.0311653 | val_loss: 0.0311661 | Time: 1952.13 ms [2021-07-21 09:19:35 main:581] : INFO : Epoch 1675 | loss: 0.0311611 | val_loss: 0.0311659 | Time: 1744.48 ms [2021-07-21 09:19:37 main:581] : INFO : Epoch 1676 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 2005.09 ms [2021-07-21 09:19:39 main:581] : INFO : Epoch 1677 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 2016.58 ms [2021-07-21 09:19:41 main:581] : INFO : Epoch 1678 | loss: 0.0311625 | val_loss: 0.0311658 | Time: 1989.44 ms [2021-07-21 09:19:43 main:581] : INFO : Epoch 1679 | loss: 0.0311633 | val_loss: 0.031166 | Time: 2013.81 ms [2021-07-21 09:19:45 main:581] : INFO : Epoch 1680 | loss: 0.0311604 | val_loss: 0.0311654 | Time: 1995.52 ms [2021-07-21 09:19:47 main:581] : INFO : Epoch 1681 | loss: 0.031162 | val_loss: 0.0311701 | Time: 1984.06 ms [2021-07-21 09:19:49 main:581] : INFO : Epoch 1682 | loss: 0.0311611 | val_loss: 0.031169 | Time: 1989.93 ms [2021-07-21 09:19:51 main:581] : INFO : Epoch 1683 | loss: 0.0311601 | val_loss: 0.0311653 | Time: 1985.09 ms [2021-07-21 09:19:53 main:581] : INFO : Epoch 1684 | loss: 0.0311578 | val_loss: 0.0311647 | Time: 1992.57 ms [2021-07-21 09:19:55 main:581] : INFO : Epoch 1685 | loss: 0.0311561 | val_loss: 0.0311638 | Time: 1992.8 ms [2021-07-21 09:19:57 main:581] : INFO : Epoch 1686 | loss: 0.0311575 | val_loss: 0.031165 | Time: 1962.62 ms [2021-07-21 09:19:59 main:581] : INFO : Epoch 1687 | loss: 0.0311562 | val_loss: 0.0311652 | Time: 1611.16 ms [2021-07-21 09:20:00 main:581] : INFO : Epoch 1688 | loss: 0.0311571 | val_loss: 0.0311659 | Time: 1535.29 ms [2021-07-21 09:20:02 main:581] : INFO : Epoch 1689 | loss: 0.0311589 | val_loss: 0.0311667 | Time: 1522.48 ms [2021-07-21 09:20:03 main:581] : INFO : Epoch 1690 | loss: 0.0311599 | val_loss: 0.0311687 | Time: 1796.35 ms [2021-07-21 09:20:05 main:581] : INFO : Epoch 1691 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 1923.4 ms [2021-07-21 09:20:07 main:581] : INFO : Epoch 1692 | loss: 0.0311585 | val_loss: 0.0311688 | Time: 2004.67 ms [2021-07-21 09:20:09 main:581] : INFO : Epoch 1693 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 2017.28 ms [2021-07-21 09:20:11 main:581] : INFO : Epoch 1694 | loss: 0.0311582 | val_loss: 0.0311709 | Time: 1968.72 ms [2021-07-21 09:20:13 main:581] : INFO : Epoch 1695 | loss: 0.031157 | val_loss: 0.031171 | Time: 1998.28 ms [2021-07-21 09:20:15 main:581] : INFO : Epoch 1696 | loss: 0.0311602 | val_loss: 0.0311749 | Time: 1939.99 ms [2021-07-21 09:20:17 main:581] : INFO : Epoch 1697 | loss: 0.0311602 | val_loss: 0.0311727 | Time: 1918.85 ms [2021-07-21 09:20:19 main:581] : INFO : Epoch 1698 | loss: 0.0311606 | val_loss: 0.0311708 | Time: 1927.31 ms [2021-07-21 09:20:21 main:581] : INFO : Epoch 1699 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 1938.63 ms [2021-07-21 09:20:23 main:581] : INFO : Epoch 1700 | loss: 0.031156 | val_loss: 0.0311661 | Time: 1914.47 ms [2021-07-21 09:20:25 main:581] : INFO : Epoch 1701 | loss: 0.0311569 | val_loss: 0.0311689 | Time: 1931.42 ms [2021-07-21 09:20:27 main:581] : INFO : Epoch 1702 | loss: 0.0311572 | val_loss: 0.0311667 | Time: 1942.23 ms [2021-07-21 09:20:29 main:581] : INFO : Epoch 1703 | loss: 0.0311565 | val_loss: 0.0311669 | Time: 1951.68 ms [2021-07-21 09:20:31 main:581] : INFO : Epoch 1704 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 1949.34 ms [2021-07-21 09:20:33 main:581] : INFO : Epoch 1705 | loss: 0.0311552 | val_loss: 0.0311656 | Time: 1933.91 ms [2021-07-21 09:20:35 main:581] : INFO : Epoch 1706 | loss: 0.031155 | val_loss: 0.03117 | Time: 1967.31 ms [2021-07-21 09:20:37 main:581] : INFO : Epoch 1707 | loss: 0.0311546 | val_loss: 0.0311667 | Time: 1934.15 ms [2021-07-21 09:20:39 main:581] : INFO : Epoch 1708 | loss: 0.0311552 | val_loss: 0.0311695 | Time: 1956.19 ms [2021-07-21 09:20:41 main:581] : INFO : Epoch 1709 | loss: 0.0311547 | val_loss: 0.0311691 | Time: 1937.22 ms [2021-07-21 09:20:42 main:581] : INFO : Epoch 1710 | loss: 0.0311538 | val_loss: 0.0311678 | Time: 1938.64 ms [2021-07-21 09:20:44 main:581] : INFO : Epoch 1711 | loss: 0.0311531 | val_loss: 0.0311705 | Time: 1956.89 ms [2021-07-21 09:20:46 main:581] : INFO : Epoch 1712 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 1910.52 ms [2021-07-21 09:20:48 main:581] : INFO : Epoch 1713 | loss: 0.0311545 | val_loss: 0.0311696 | Time: 1933.33 ms [2021-07-21 09:20:50 main:581] : INFO : Epoch 1714 | loss: 0.031156 | val_loss: 0.0311729 | Time: 1906.9 ms [2021-07-21 09:20:52 main:581] : INFO : Epoch 1715 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 1911.4 ms [2021-07-21 09:20:54 main:581] : INFO : Epoch 1716 | loss: 0.0311576 | val_loss: 0.0311696 | Time: 1910.43 ms [2021-07-21 09:20:56 main:581] : INFO : Epoch 1717 | loss: 0.0311568 | val_loss: 0.031168 | Time: 1930.05 ms [2021-07-21 09:20:58 main:581] : INFO : Epoch 1718 | loss: 0.0311578 | val_loss: 0.0311656 | Time: 1914.72 ms [2021-07-21 09:21:00 main:581] : INFO : Epoch 1719 | loss: 0.0311574 | val_loss: 0.0311687 | Time: 1900.65 ms [2021-07-21 09:21:02 main:581] : INFO : Epoch 1720 | loss: 0.0311557 | val_loss: 0.0311708 | Time: 1921.54 ms [2021-07-21 09:21:04 main:581] : INFO : Epoch 1721 | loss: 0.0311558 | val_loss: 0.0311693 | Time: 1936.3 ms [2021-07-21 09:21:06 main:581] : INFO : Epoch 1722 | loss: 0.0311541 | val_loss: 0.0311669 | Time: 1976.65 ms [2021-07-21 09:21:08 main:581] : INFO : Epoch 1723 | loss: 0.0311538 | val_loss: 0.0311691 | Time: 1940.63 ms [2021-07-21 09:21:09 main:581] : INFO : Epoch 1724 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 1926.4 ms [2021-07-21 09:21:11 main:581] : INFO : Epoch 1725 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 1924.51 ms [2021-07-21 09:21:13 main:581] : INFO : Epoch 1726 | loss: 0.0311574 | val_loss: 0.0311703 | Time: 1947.83 ms [2021-07-21 09:21:15 main:581] : INFO : Epoch 1727 | loss: 0.0311631 | val_loss: 0.0311733 | Time: 1929.21 ms [2021-07-21 09:21:17 main:581] : INFO : Epoch 1728 | loss: 0.0311642 | val_loss: 0.0311704 | Time: 1913.5 ms [2021-07-21 09:21:19 main:581] : INFO : Epoch 1729 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 1905.46 ms [2021-07-21 09:21:21 main:581] : INFO : Epoch 1730 | loss: 0.03116 | val_loss: 0.0311702 | Time: 1876.4 ms [2021-07-21 09:21:23 main:581] : INFO : Epoch 1731 | loss: 0.0311598 | val_loss: 0.0311731 | Time: 1953.62 ms [2021-07-21 09:21:25 main:581] : INFO : Epoch 1732 | loss: 0.0311592 | val_loss: 0.0311673 | Time: 1982.01 ms [2021-07-21 09:21:27 main:581] : INFO : Epoch 1733 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 1964.84 ms [2021-07-21 09:21:29 main:581] : INFO : Epoch 1734 | loss: 0.0311573 | val_loss: 0.031165 | Time: 1919.73 ms [2021-07-21 09:21:31 main:581] : INFO : Epoch 1735 | loss: 0.0311569 | val_loss: 0.0311669 | Time: 1940.48 ms [2021-07-21 09:21:33 main:581] : INFO : Epoch 1736 | loss: 0.0311564 | val_loss: 0.0311688 | Time: 1961.55 ms [2021-07-21 09:21:35 main:581] : INFO : Epoch 1737 | loss: 0.0311571 | val_loss: 0.0311693 | Time: 1908.12 ms [2021-07-21 09:21:37 main:581] : INFO : Epoch 1738 | loss: 0.031157 | val_loss: 0.0311729 | Time: 1947.72 ms [2021-07-21 09:21:38 main:581] : INFO : Epoch 1739 | loss: 0.03116 | val_loss: 0.0311668 | Time: 1928.42 ms [2021-07-21 09:21:40 main:581] : INFO : Epoch 1740 | loss: 0.031158 | val_loss: 0.0311681 | Time: 1941 ms [2021-07-21 09:21:42 main:581] : INFO : Epoch 1741 | loss: 0.0311554 | val_loss: 0.0311699 | Time: 1968.57 ms [2021-07-21 09:21:44 main:581] : INFO : Epoch 1742 | loss: 0.0311551 | val_loss: 0.0311678 | Time: 1945.25 ms [2021-07-21 09:21:46 main:581] : INFO : Epoch 1743 | loss: 0.0311559 | val_loss: 0.0311667 | Time: 1975.99 ms [2021-07-21 09:21:48 main:581] : INFO : Epoch 1744 | loss: 0.0311572 | val_loss: 0.0311654 | Time: 1916.49 ms [2021-07-21 09:21:50 main:581] : INFO : Epoch 1745 | loss: 0.0311558 | val_loss: 0.0311671 | Time: 1920.66 ms [2021-07-21 09:21:52 main:581] : INFO : Epoch 1746 | loss: 0.0311554 | val_loss: 0.0311668 | Time: 1936.81 ms [2021-07-21 09:21:54 main:581] : INFO : Epoch 1747 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 1942.64 ms [2021-07-21 09:21:56 main:581] : INFO : Epoch 1748 | loss: 0.0311637 | val_loss: 0.0311691 | Time: 1935.65 ms [2021-07-21 09:21:58 main:581] : INFO : Epoch 1749 | loss: 0.031162 | val_loss: 0.0311684 | Time: 1930.79 ms [2021-07-21 09:22:00 main:581] : INFO : Epoch 1750 | loss: 0.0311605 | val_loss: 0.031166 | Time: 1913.13 ms [2021-07-21 09:22:02 main:581] : INFO : Epoch 1751 | loss: 0.0311597 | val_loss: 0.031166 | Time: 1945.83 ms [2021-07-21 09:22:04 main:581] : INFO : Epoch 1752 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 1980.34 ms [2021-07-21 09:22:06 main:581] : INFO : Epoch 1753 | loss: 0.0311599 | val_loss: 0.0311665 | Time: 1979.36 ms [2021-07-21 09:22:08 main:581] : INFO : Epoch 1754 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 1932.12 ms [2021-07-21 09:22:10 main:581] : INFO : Epoch 1755 | loss: 0.0311587 | val_loss: 0.031165 | Time: 1892.71 ms [2021-07-21 09:22:11 main:581] : INFO : Epoch 1756 | loss: 0.0311585 | val_loss: 0.0311678 | Time: 1895.76 ms [2021-07-21 09:22:13 main:581] : INFO : Epoch 1757 | loss: 0.0311585 | val_loss: 0.031167 | Time: 1900.85 ms [2021-07-21 09:22:15 main:581] : INFO : Epoch 1758 | loss: 0.0311568 | val_loss: 0.0311649 | Time: 1926.02 ms [2021-07-21 09:22:17 main:581] : INFO : Epoch 1759 | loss: 0.0311563 | val_loss: 0.0311644 | Time: 1915.34 ms [2021-07-21 09:22:19 main:581] : INFO : Epoch 1760 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 1943.76 ms [2021-07-21 09:22:21 main:581] : INFO : Epoch 1761 | loss: 0.0311546 | val_loss: 0.0311643 | Time: 1909.1 ms [2021-07-21 09:22:23 main:581] : INFO : Epoch 1762 | loss: 0.0311556 | val_loss: 0.0311646 | Time: 1938.64 ms [2021-07-21 09:22:25 main:581] : INFO : Epoch 1763 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 1933.1 ms [2021-07-21 09:22:27 main:581] : INFO : Epoch 1764 | loss: 0.031154 | val_loss: 0.0311654 | Time: 1907.93 ms [2021-07-21 09:22:29 main:581] : INFO : Epoch 1765 | loss: 0.0311547 | val_loss: 0.0311634 | Time: 1945.24 ms [2021-07-21 09:22:31 main:581] : INFO : Epoch 1766 | loss: 0.0311548 | val_loss: 0.0311651 | Time: 1961.55 ms [2021-07-21 09:22:33 main:581] : INFO : Epoch 1767 | loss: 0.0311531 | val_loss: 0.0311644 | Time: 1951.48 ms [2021-07-21 09:22:35 main:581] : INFO : Epoch 1768 | loss: 0.0311548 | val_loss: 0.0311653 | Time: 1954.27 ms [2021-07-21 09:22:37 main:581] : INFO : Epoch 1769 | loss: 0.0311568 | val_loss: 0.0311769 | Time: 1927.69 ms [2021-07-21 09:22:39 main:581] : INFO : Epoch 1770 | loss: 0.0311601 | val_loss: 0.0311693 | Time: 1975.39 ms [2021-07-21 09:22:40 main:581] : INFO : Epoch 1771 | loss: 0.0311577 | val_loss: 0.0311656 | Time: 1927.5 ms [2021-07-21 09:22:42 main:581] : INFO : Epoch 1772 | loss: 0.0311552 | val_loss: 0.0311645 | Time: 1950.51 ms [2021-07-21 09:22:44 main:581] : INFO : Epoch 1773 | loss: 0.0311546 | val_loss: 0.0311631 | Time: 1902.2 ms [2021-07-21 09:22:46 main:581] : INFO : Epoch 1774 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 1971.51 ms [2021-07-21 09:22:48 main:581] : INFO : Epoch 1775 | loss: 0.0311527 | val_loss: 0.0311683 | Time: 2049.73 ms [2021-07-21 09:22:50 main:581] : INFO : Epoch 1776 | loss: 0.0311533 | val_loss: 0.0311647 | Time: 1963.13 ms [2021-07-21 09:22:52 main:581] : INFO : Epoch 1777 | loss: 0.031152 | val_loss: 0.0311635 | Time: 1934.68 ms [2021-07-21 09:22:54 main:581] : INFO : Epoch 1778 | loss: 0.0311527 | val_loss: 0.0311669 | Time: 2041.77 ms [2021-07-21 09:22:56 main:581] : INFO : Epoch 1779 | loss: 0.0311526 | val_loss: 0.0311631 | Time: 2011.09 ms [2021-07-21 09:22:58 main:581] : INFO : Epoch 1780 | loss: 0.0311516 | val_loss: 0.0311659 | Time: 1980.36 ms [2021-07-21 09:23:00 main:581] : INFO : Epoch 1781 | loss: 0.0311519 | val_loss: 0.0311653 | Time: 2021.12 ms [2021-07-21 09:23:02 main:581] : INFO : Epoch 1782 | loss: 0.0311505 | val_loss: 0.0311642 | Time: 2056.82 ms [2021-07-21 09:23:04 main:581] : INFO : Epoch 1783 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 1998.55 ms [2021-07-21 09:23:06 main:581] : INFO : Epoch 1784 | loss: 0.0311514 | val_loss: 0.0311641 | Time: 1956.1 ms [2021-07-21 09:23:08 main:581] : INFO : Epoch 1785 | loss: 0.0311507 | val_loss: 0.0311659 | Time: 1993.76 ms [2021-07-21 09:23:10 main:581] : INFO : Epoch 1786 | loss: 0.0311503 | val_loss: 0.0311688 | Time: 1595.18 ms [2021-07-21 09:23:12 main:581] : INFO : Epoch 1787 | loss: 0.0311507 | val_loss: 0.0311647 | Time: 1776.89 ms [2021-07-21 09:23:14 main:581] : INFO : Epoch 1788 | loss: 0.0311517 | val_loss: 0.0311672 | Time: 2078.53 ms [2021-07-21 09:23:16 main:581] : INFO : Epoch 1789 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 2089.78 ms [2021-07-21 09:23:18 main:581] : INFO : Epoch 1790 | loss: 0.0311532 | val_loss: 0.0311645 | Time: 2019.28 ms [2021-07-21 09:23:20 main:581] : INFO : Epoch 1791 | loss: 0.0311506 | val_loss: 0.0311635 | Time: 2041.99 ms 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) [2021-07-21 10:42:19 main:442] : INFO : Set logging level to 1 [2021-07-21 10:42:19 main:448] : INFO : Running in BOINC Client mode [2021-07-21 10:42:19 main:451] : INFO : Resolving all filenames [2021-07-21 10:42:19 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-21 10:42:19 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893596-16651-2_0_r521472485_1 (exists = 1) [2021-07-21 10:42:19 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893596-16651-2_0_r521472485_0 (exists = 0) [2021-07-21 10:42:19 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1623893596-16651-2 (exists = 1) [2021-07-21 10:42:19 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-21 10:42:19 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-21 10:42:19 main:481] : INFO : Configuration: [2021-07-21 10:42:19 main:482] : INFO : Model type: GRU [2021-07-21 10:42:19 main:483] : INFO : Validation Loss Threshold: 0.0001 [2021-07-21 10:42:19 main:484] : INFO : Max Epochs: 2048 [2021-07-21 10:42:19 main:485] : INFO : Batch Size: 128 [2021-07-21 10:42:19 main:486] : INFO : Learning Rate: 0.01 [2021-07-21 10:42:19 main:487] : INFO : Patience: 10 [2021-07-21 10:42:19 main:488] : INFO : Hidden Width: 12 [2021-07-21 10:42:19 main:489] : INFO : # Recurrent Layers: 4 [2021-07-21 10:42:19 main:490] : INFO : # Backend Layers: 4 [2021-07-21 10:42:19 main:491] : INFO : # Threads: 1 [2021-07-21 10:42:19 main:493] : INFO : Preparing Dataset [2021-07-21 10:42:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-21 10:42:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-21 10:42:21 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-21 10:42:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-21 10:42:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-21 10:42:21 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-21 10:42:21 main:501] : INFO : Creating Model [2021-07-21 10:42:21 main:514] : INFO : Preparing config file [2021-07-21 10:42:21 main:518] : INFO : Found checkpoint, attempting to load... [2021-07-21 10:42:21 main:519] : INFO : Loading config [2021-07-21 10:42:21 main:521] : INFO : Loading state [2021-07-21 10:42:21 main:566] : INFO : Loading DataLoader into Memory [2021-07-21 10:42:21 main:569] : INFO : Starting Training [2021-07-21 10:42:24 main:581] : INFO : Epoch 1792 | loss: 0.0313303 | val_loss: 0.031232 | Time: 2863.32 ms [2021-07-21 10:42:26 main:581] : INFO : Epoch 1793 | loss: 0.0311936 | val_loss: 0.0311797 | Time: 1904.43 ms [2021-07-21 10:42:28 main:581] : INFO : Epoch 1794 | loss: 0.031162 | val_loss: 0.0311658 | Time: 1924.16 ms [2021-07-21 10:42:30 main:581] : INFO : Epoch 1795 | loss: 0.0311539 | val_loss: 0.0311627 | Time: 1941.63 ms [2021-07-21 10:42:32 main:581] : INFO : Epoch 1796 | loss: 0.031155 | val_loss: 0.0311646 | Time: 1914.2 ms [2021-07-21 10:42:34 main:581] : INFO : Epoch 1797 | loss: 0.0311531 | val_loss: 0.0311639 | Time: 1921.6 ms [2021-07-21 10:42:36 main:581] : INFO : Epoch 1798 | loss: 0.0311542 | val_loss: 0.0311658 | Time: 1914.18 ms [2021-07-21 10:42:38 main:581] : INFO : Epoch 1799 | loss: 0.0311551 | val_loss: 0.0311662 | Time: 1955.69 ms [2021-07-21 10:42:40 main:581] : INFO : Epoch 1800 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 1945.81 ms [2021-07-21 10:42:42 main:581] : INFO : Epoch 1801 | loss: 0.0311532 | val_loss: 0.0311621 | Time: 1945.55 ms [2021-07-21 10:42:43 main:581] : INFO : Epoch 1802 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 1921.37 ms [2021-07-21 10:42:45 main:581] : INFO : Epoch 1803 | loss: 0.0311529 | val_loss: 0.031163 | Time: 1907.13 ms [2021-07-21 10:42:47 main:581] : INFO : Epoch 1804 | loss: 0.0311529 | val_loss: 0.0311625 | Time: 1887.72 ms [2021-07-21 10:42:49 main:581] : INFO : Epoch 1805 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 1918.98 ms [2021-07-21 10:42:51 main:581] : INFO : Epoch 1806 | loss: 0.0311506 | val_loss: 0.0311652 | Time: 1960.23 ms [2021-07-21 10:42:53 main:581] : INFO : Epoch 1807 | loss: 0.03115 | val_loss: 0.0311625 | Time: 1935.07 ms [2021-07-21 10:42:55 main:581] : INFO : Epoch 1808 | loss: 0.0311492 | val_loss: 0.0311633 | Time: 1914.65 ms [2021-07-21 10:42:57 main:581] : INFO : Epoch 1809 | loss: 0.031151 | val_loss: 0.0311679 | Time: 1902.28 ms [2021-07-21 10:42:59 main:581] : INFO : Epoch 1810 | loss: 0.0311522 | val_loss: 0.031162 | Time: 1909.26 ms [2021-07-21 10:43:01 main:581] : INFO : Epoch 1811 | loss: 0.0311499 | val_loss: 0.0311632 | Time: 1943.35 ms [2021-07-21 10:43:03 main:581] : INFO : Epoch 1812 | loss: 0.0311494 | val_loss: 0.0311632 | Time: 1986.02 ms [2021-07-21 10:43:05 main:581] : INFO : Epoch 1813 | loss: 0.0311494 | val_loss: 0.0311671 | Time: 1911.71 ms [2021-07-21 10:43:07 main:581] : INFO : Epoch 1814 | loss: 0.0311511 | val_loss: 0.0311649 | Time: 1896.71 ms [2021-07-21 10:43:08 main:581] : INFO : Epoch 1815 | loss: 0.0311516 | val_loss: 0.0311647 | Time: 1876.12 ms [2021-07-21 10:43:10 main:581] : INFO : Epoch 1816 | loss: 0.0311499 | val_loss: 0.0311632 | Time: 1890.53 ms [2021-07-21 10:43:12 main:581] : INFO : Epoch 1817 | loss: 0.0311532 | val_loss: 0.0311616 | Time: 1895.41 ms [2021-07-21 10:43:14 main:581] : INFO : Epoch 1818 | loss: 0.0311494 | val_loss: 0.0311618 | Time: 1906.66 ms [2021-07-21 10:43:16 main:581] : INFO : Epoch 1819 | loss: 0.0311491 | val_loss: 0.0311608 | Time: 1906.98 ms [2021-07-21 10:43:18 main:581] : INFO : Epoch 1820 | loss: 0.0311502 | val_loss: 0.0311698 | Time: 1920.35 ms [2021-07-21 10:43:20 main:581] : INFO : Epoch 1821 | loss: 0.0311536 | val_loss: 0.0311638 | Time: 1928.39 ms [2021-07-21 10:43:22 main:581] : INFO : Epoch 1822 | loss: 0.0311531 | val_loss: 0.031161 | Time: 1934.95 ms [2021-07-21 10:43:24 main:581] : INFO : Epoch 1823 | loss: 0.0311532 | val_loss: 0.0311608 | Time: 1927.59 ms [2021-07-21 10:43:26 main:581] : INFO : Epoch 1824 | loss: 0.0311533 | val_loss: 0.0311615 | Time: 1942.69 ms [2021-07-21 10:43:28 main:581] : INFO : Epoch 1825 | loss: 0.0311508 | val_loss: 0.0311608 | Time: 1913.38 ms [2021-07-21 10:43:29 main:581] : INFO : Epoch 1826 | loss: 0.0311491 | val_loss: 0.0311624 | Time: 1915.89 ms [2021-07-21 10:43:31 main:581] : INFO : Epoch 1827 | loss: 0.0311498 | val_loss: 0.0311713 | Time: 1864.18 ms [2021-07-21 10:43:33 main:581] : INFO : Epoch 1828 | loss: 0.0311602 | val_loss: 0.0311689 | Time: 1899.79 ms [2021-07-21 10:43:35 main:581] : INFO : Epoch 1829 | loss: 0.0311571 | val_loss: 0.0311628 | Time: 1894.74 ms [2021-07-21 10:43:37 main:581] : INFO : Epoch 1830 | loss: 0.0311546 | val_loss: 0.0311627 | Time: 1881.51 ms [2021-07-21 10:43:39 main:581] : INFO : Epoch 1831 | loss: 0.0311528 | val_loss: 0.0311639 | Time: 1891.73 ms [2021-07-21 10:43:41 main:581] : INFO : Epoch 1832 | loss: 0.0311516 | val_loss: 0.0311615 | Time: 1913.91 ms [2021-07-21 10:43:43 main:581] : INFO : Epoch 1833 | loss: 0.0311516 | val_loss: 0.0311622 | Time: 1913.54 ms [2021-07-21 10:43:45 main:581] : INFO : Epoch 1834 | loss: 0.0311498 | val_loss: 0.0311628 | Time: 1881.4 ms [2021-07-21 10:43:47 main:581] : INFO : Epoch 1835 | loss: 0.0311519 | val_loss: 0.0311612 | Time: 2012.79 ms [2021-07-21 10:43:49 main:581] : INFO : Epoch 1836 | loss: 0.0311526 | val_loss: 0.0311632 | Time: 1983.15 ms [2021-07-21 10:43:51 main:581] : INFO : Epoch 1837 | loss: 0.0311516 | val_loss: 0.0311621 | Time: 1987.12 ms [2021-07-21 10:43:53 main:581] : INFO : Epoch 1838 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 1953.86 ms [2021-07-21 10:43:55 main:581] : INFO : Epoch 1839 | loss: 0.0311505 | val_loss: 0.0311621 | Time: 1963.38 ms [2021-07-21 10:43:56 main:581] : INFO : Epoch 1840 | loss: 0.0311506 | val_loss: 0.0311671 | Time: 1963.24 ms [2021-07-21 10:43:58 main:581] : INFO : Epoch 1841 | loss: 0.0311524 | val_loss: 0.0311629 | Time: 1999.72 ms [2021-07-21 10:44:00 main:581] : INFO : Epoch 1842 | loss: 0.0311518 | val_loss: 0.0311647 | Time: 1979.89 ms [2021-07-21 10:44:02 main:581] : INFO : Epoch 1843 | loss: 0.0311525 | val_loss: 0.0311625 | Time: 1984.63 ms [2021-07-21 10:44:04 main:581] : INFO : Epoch 1844 | loss: 0.0311531 | val_loss: 0.0311645 | Time: 1966.74 ms [2021-07-21 10:44:06 main:581] : INFO : Epoch 1845 | loss: 0.0311531 | val_loss: 0.031165 | Time: 1944.56 ms [2021-07-21 10:44:08 main:581] : INFO : Epoch 1846 | loss: 0.0311537 | val_loss: 0.031166 | Time: 1992.52 ms [2021-07-21 10:44:10 main:581] : INFO : Epoch 1847 | loss: 0.0311545 | val_loss: 0.0311695 | Time: 1989.48 ms [2021-07-21 10:44:12 main:581] : INFO : Epoch 1848 | loss: 0.031164 | val_loss: 0.0311681 | Time: 1997.19 ms [2021-07-21 10:44:14 main:581] : INFO : Epoch 1849 | loss: 0.0311596 | val_loss: 0.0311653 | Time: 1981.87 ms [2021-07-21 10:44:16 main:581] : INFO : Epoch 1850 | loss: 0.0311594 | val_loss: 0.0311681 | Time: 2010.05 ms [2021-07-21 10:44:18 main:581] : INFO : Epoch 1851 | loss: 0.0311596 | val_loss: 0.0311758 | Time: 1950.41 ms [2021-07-21 10:44:20 main:581] : INFO : Epoch 1852 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 1964.69 ms [2021-07-21 10:44:22 main:581] : INFO : Epoch 1853 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 2030.8 ms [2021-07-21 10:44:24 main:581] : INFO : Epoch 1854 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 1980.29 ms [2021-07-21 10:44:26 main:581] : INFO : Epoch 1855 | loss: 0.0311624 | val_loss: 0.0311727 | Time: 1991.21 ms [2021-07-21 10:44:28 main:581] : INFO : Epoch 1856 | loss: 0.0311626 | val_loss: 0.0311751 | Time: 2002.44 ms [2021-07-21 10:44:30 main:581] : INFO : Epoch 1857 | loss: 0.0311603 | val_loss: 0.0311713 | Time: 1965.08 ms [2021-07-21 10:44:32 main:581] : INFO : Epoch 1858 | loss: 0.0311586 | val_loss: 0.0311684 | Time: 1955.52 ms [2021-07-21 10:44:34 main:581] : INFO : Epoch 1859 | loss: 0.0311569 | val_loss: 0.031171 | Time: 1956.11 ms [2021-07-21 10:44:36 main:581] : INFO : Epoch 1860 | loss: 0.0311571 | val_loss: 0.0311677 | Time: 1975.59 ms [2021-07-21 10:44:38 main:581] : INFO : Epoch 1861 | loss: 0.0311593 | val_loss: 0.0311674 | Time: 1967.16 ms [2021-07-21 10:44:40 main:581] : INFO : Epoch 1862 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 1960.89 ms [2021-07-21 10:44:42 main:581] : INFO : Epoch 1863 | loss: 0.0311581 | val_loss: 0.0311662 | Time: 1959.66 ms [2021-07-21 10:44:44 main:581] : INFO : Epoch 1864 | loss: 0.0311589 | val_loss: 0.0311744 | Time: 1953.31 ms [2021-07-21 10:44:46 main:581] : INFO : Epoch 1865 | loss: 0.0311586 | val_loss: 0.0311655 | Time: 1936.31 ms [2021-07-21 10:44:48 main:581] : INFO : Epoch 1866 | loss: 0.031156 | val_loss: 0.0311667 | Time: 1952.18 ms [2021-07-21 10:44:50 main:581] : INFO : Epoch 1867 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 1954.95 ms [2021-07-21 10:44:52 main:581] : INFO : Epoch 1868 | loss: 0.0311593 | val_loss: 0.0311647 | Time: 1957.14 ms [2021-07-21 10:44:54 main:581] : INFO : Epoch 1869 | loss: 0.0311631 | val_loss: 0.0311682 | Time: 1969.57 ms [2021-07-21 10:44:56 main:581] : INFO : Epoch 1870 | loss: 0.0311669 | val_loss: 0.0311715 | Time: 1974 ms [2021-07-21 10:44:58 main:581] : INFO : Epoch 1871 | loss: 0.0311671 | val_loss: 0.0311709 | Time: 1943.12 ms [2021-07-21 10:45:00 main:581] : INFO : Epoch 1872 | loss: 0.0311661 | val_loss: 0.0311709 | Time: 1989.15 ms [2021-07-21 10:45:02 main:581] : INFO : Epoch 1873 | loss: 0.0311648 | val_loss: 0.0311733 | Time: 2004.11 ms [2021-07-21 10:45:04 main:581] : INFO : Epoch 1874 | loss: 0.0311663 | val_loss: 0.0311684 | Time: 1978.76 ms [2021-07-21 10:45:06 main:581] : INFO : Epoch 1875 | loss: 0.0311629 | val_loss: 0.0311675 | Time: 1965.39 ms [2021-07-21 10:45:08 main:581] : INFO : Epoch 1876 | loss: 0.0311605 | val_loss: 0.0311684 | Time: 1951.92 ms [2021-07-21 10:45:10 main:581] : INFO : Epoch 1877 | loss: 0.0311604 | val_loss: 0.0311677 | Time: 1965.58 ms [2021-07-21 10:45:11 main:581] : INFO : Epoch 1878 | loss: 0.0311603 | val_loss: 0.0311671 | Time: 1645.84 ms [2021-07-21 10:45:13 main:581] : INFO : Epoch 1879 | loss: 0.0311599 | val_loss: 0.0311742 | Time: 1971.06 ms [2021-07-21 10:45:15 main:581] : INFO : Epoch 1880 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 1959.79 ms [2021-07-21 10:45:17 main:581] : INFO : Epoch 1881 | loss: 0.03116 | val_loss: 0.0311699 | Time: 1967.5 ms [2021-07-21 10:45:19 main:581] : INFO : Epoch 1882 | loss: 0.0311585 | val_loss: 0.0311673 | Time: 1961.91 ms [2021-07-21 10:45:21 main:581] : INFO : Epoch 1883 | loss: 0.0311582 | val_loss: 0.031168 | Time: 1982.67 ms [2021-07-21 10:45:23 main:581] : INFO : Epoch 1884 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 1968.73 ms [2021-07-21 10:45:25 main:581] : INFO : Epoch 1885 | loss: 0.0311579 | val_loss: 0.0311689 | Time: 1963.15 ms [2021-07-21 10:45:27 main:581] : INFO : Epoch 1886 | loss: 0.0311592 | val_loss: 0.0311729 | Time: 1961.33 ms [2021-07-21 10:45:29 main:581] : INFO : Epoch 1887 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 1989.13 ms [2021-07-21 10:45:31 main:581] : INFO : Epoch 1888 | loss: 0.0311578 | val_loss: 0.0311722 | Time: 1967.32 ms [2021-07-21 10:45:33 main:581] : INFO : Epoch 1889 | loss: 0.0311581 | val_loss: 0.0311703 | Time: 1998.43 ms [2021-07-21 10:45:35 main:581] : INFO : Epoch 1890 | loss: 0.0311569 | val_loss: 0.0311681 | Time: 1974.02 ms [2021-07-21 10:45:37 main:581] : INFO : Epoch 1891 | loss: 0.0311565 | val_loss: 0.0311722 | Time: 1994.65 ms [2021-07-21 10:45:39 main:581] : INFO : Epoch 1892 | loss: 0.0311566 | val_loss: 0.031168 | Time: 1987.23 ms [2021-07-21 10:45:41 main:581] : INFO : Epoch 1893 | loss: 0.0311573 | val_loss: 0.0311683 | Time: 1938.09 ms [2021-07-21 10:45:43 main:581] : INFO : Epoch 1894 | loss: 0.0311565 | val_loss: 0.0311717 | Time: 1937.52 ms [2021-07-21 10:45:45 main:581] : INFO : Epoch 1895 | loss: 0.0311558 | val_loss: 0.0311701 | Time: 1970.28 ms [2021-07-21 10:45:47 main:581] : INFO : Epoch 1896 | loss: 0.0311603 | val_loss: 0.031178 | Time: 1962.45 ms [2021-07-21 10:45:49 main:581] : INFO : Epoch 1897 | loss: 0.0311606 | val_loss: 0.0311696 | Time: 1945.18 ms [2021-07-21 10:45:51 main:581] : INFO : Epoch 1898 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 1980.28 ms [2021-07-21 10:45:53 main:581] : INFO : Epoch 1899 | loss: 0.0311547 | val_loss: 0.0311684 | Time: 1963.22 ms [2021-07-21 10:45:54 main:581] : INFO : Epoch 1900 | loss: 0.0311544 | val_loss: 0.03117 | Time: 1978.64 ms [2021-07-21 10:45:56 main:581] : INFO : Epoch 1901 | loss: 0.0311543 | val_loss: 0.0311681 | Time: 1964.09 ms [2021-07-21 10:45:58 main:581] : INFO : Epoch 1902 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 1974.05 ms [2021-07-21 10:46:00 main:581] : INFO : Epoch 1903 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 1980.61 ms [2021-07-21 10:46:02 main:581] : INFO : Epoch 1904 | loss: 0.0311551 | val_loss: 0.0311705 | Time: 1993.74 ms [2021-07-21 10:46:04 main:581] : INFO : Epoch 1905 | loss: 0.0311537 | val_loss: 0.031168 | Time: 1969.58 ms [2021-07-21 10:46:06 main:581] : INFO : Epoch 1906 | loss: 0.0311538 | val_loss: 0.03117 | Time: 1961.72 ms [2021-07-21 10:46:08 main:581] : INFO : Epoch 1907 | loss: 0.0311543 | val_loss: 0.0311692 | Time: 1953.3 ms [2021-07-21 10:46:10 main:581] : INFO : Epoch 1908 | loss: 0.0311539 | val_loss: 0.0311745 | Time: 1947.05 ms [2021-07-21 10:46:12 main:581] : INFO : Epoch 1909 | loss: 0.0311562 | val_loss: 0.0311689 | Time: 1952.25 ms [2021-07-21 10:46:14 main:581] : INFO : Epoch 1910 | loss: 0.0311535 | val_loss: 0.0311712 | Time: 1942.63 ms [2021-07-21 10:46:16 main:581] : INFO : Epoch 1911 | loss: 0.0311548 | val_loss: 0.0311737 | Time: 1947.96 ms [2021-07-21 10:46:18 main:581] : INFO : Epoch 1912 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 1972.15 ms [2021-07-21 10:46:20 main:581] : INFO : Epoch 1913 | loss: 0.031156 | val_loss: 0.0311689 | Time: 1981.04 ms [2021-07-21 10:46:22 main:581] : INFO : Epoch 1914 | loss: 0.0311548 | val_loss: 0.0311681 | Time: 1994.83 ms [2021-07-21 10:46:24 main:581] : INFO : Epoch 1915 | loss: 0.0311558 | val_loss: 0.0311747 | Time: 1978.12 ms [2021-07-21 10:46:26 main:581] : INFO : Epoch 1916 | loss: 0.0311566 | val_loss: 0.031169 | Time: 1978.66 ms [2021-07-21 10:46:28 main:581] : INFO : Epoch 1917 | loss: 0.0311547 | val_loss: 0.0311688 | Time: 1988.38 ms [2021-07-21 10:46:30 main:581] : INFO : Epoch 1918 | loss: 0.0311544 | val_loss: 0.031167 | Time: 1964.58 ms [2021-07-21 10:46:32 main:581] : INFO : Epoch 1919 | loss: 0.0311544 | val_loss: 0.0311667 | Time: 1940.86 ms [2021-07-21 10:46:34 main:581] : INFO : Epoch 1920 | loss: 0.0311541 | val_loss: 0.0311669 | Time: 1944.19 ms [2021-07-21 10:46:36 main:581] : INFO : Epoch 1921 | loss: 0.0311538 | val_loss: 0.0311675 | Time: 1951.53 ms [2021-07-21 10:46:38 main:581] : INFO : Epoch 1922 | loss: 0.0311543 | val_loss: 0.0311681 | Time: 1932.81 ms [2021-07-21 10:46:40 main:581] : INFO : Epoch 1923 | loss: 0.0311532 | val_loss: 0.031168 | Time: 1921.85 ms [2021-07-21 10:46:42 main:581] : INFO : Epoch 1924 | loss: 0.0311543 | val_loss: 0.0311683 | Time: 1949.67 ms [2021-07-21 10:46:44 main:581] : INFO : Epoch 1925 | loss: 0.0311587 | val_loss: 0.0311715 | Time: 1938.7 ms [2021-07-21 10:46:45 main:581] : INFO : Epoch 1926 | loss: 0.0311581 | val_loss: 0.0311692 | Time: 1942.84 ms [2021-07-21 10:46:47 main:581] : INFO : Epoch 1927 | loss: 0.0311575 | val_loss: 0.0311703 | Time: 1987.99 ms [2021-07-21 10:46:49 main:581] : INFO : Epoch 1928 | loss: 0.0311554 | val_loss: 0.0311695 | Time: 1967.19 ms [2021-07-21 10:46:51 main:581] : INFO : Epoch 1929 | loss: 0.0311549 | val_loss: 0.0311707 | Time: 1940.42 ms [2021-07-21 10:46:53 main:581] : INFO : Epoch 1930 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 1961.45 ms [2021-07-21 10:46:55 main:581] : INFO : Epoch 1931 | loss: 0.0311553 | val_loss: 0.0311697 | Time: 1957.12 ms [2021-07-21 10:46:57 main:581] : INFO : Epoch 1932 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 1945.55 ms [2021-07-21 10:46:59 main:581] : INFO : Epoch 1933 | loss: 0.0311537 | val_loss: 0.0311701 | Time: 1943.07 ms [2021-07-21 10:47:01 main:581] : INFO : Epoch 1934 | loss: 0.0311529 | val_loss: 0.0311714 | Time: 1959.25 ms [2021-07-21 10:47:03 main:581] : INFO : Epoch 1935 | loss: 0.0311531 | val_loss: 0.0311726 | Time: 1932.89 ms [2021-07-21 10:47:05 main:581] : INFO : Epoch 1936 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 1951.06 ms [2021-07-21 10:47:07 main:581] : INFO : Epoch 1937 | loss: 0.031157 | val_loss: 0.031171 | Time: 1982.17 ms [2021-07-21 10:47:09 main:581] : INFO : Epoch 1938 | loss: 0.031156 | val_loss: 0.0311686 | Time: 1984.3 ms [2021-07-21 10:47:11 main:581] : INFO : Epoch 1939 | loss: 0.0311533 | val_loss: 0.0311693 | Time: 1945.52 ms [2021-07-21 10:47:13 main:581] : INFO : Epoch 1940 | loss: 0.0311531 | val_loss: 0.0311691 | Time: 1968.03 ms [2021-07-21 10:47:15 main:581] : INFO : Epoch 1941 | loss: 0.0311542 | val_loss: 0.0311682 | Time: 1964.88 ms [2021-07-21 10:47:17 main:581] : INFO : Epoch 1942 | loss: 0.031155 | val_loss: 0.0311677 | Time: 1935.04 ms [2021-07-21 10:47:19 main:581] : INFO : Epoch 1943 | loss: 0.0311555 | val_loss: 0.0311678 | Time: 1947.79 ms [2021-07-21 10:47:21 main:581] : INFO : Epoch 1944 | loss: 0.0311543 | val_loss: 0.0311667 | Time: 1957.97 ms [2021-07-21 10:47:23 main:581] : INFO : Epoch 1945 | loss: 0.0311563 | val_loss: 0.0311664 | Time: 1975.09 ms [2021-07-21 10:47:25 main:581] : INFO : Epoch 1946 | loss: 0.0311549 | val_loss: 0.0311666 | Time: 1953.18 ms [2021-07-21 10:47:27 main:581] : INFO : Epoch 1947 | loss: 0.0311536 | val_loss: 0.0311665 | Time: 1951.28 ms [2021-07-21 10:47:29 main:581] : INFO : Epoch 1948 | loss: 0.0311555 | val_loss: 0.0311708 | Time: 1943.66 ms [2021-07-21 10:47:30 main:581] : INFO : Epoch 1949 | loss: 0.0311545 | val_loss: 0.0311679 | Time: 1955.22 ms [2021-07-21 10:47:32 main:581] : INFO : Epoch 1950 | loss: 0.031153 | val_loss: 0.0311681 | Time: 1990.66 ms [2021-07-21 10:47:34 main:581] : INFO : Epoch 1951 | loss: 0.0311527 | val_loss: 0.0311676 | Time: 1994.03 ms [2021-07-21 10:47:36 main:581] : INFO : Epoch 1952 | loss: 0.0311564 | val_loss: 0.0311677 | Time: 1937.83 ms [2021-07-21 10:47:38 main:581] : INFO : Epoch 1953 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 1920.69 ms [2021-07-21 10:47:40 main:581] : INFO : Epoch 1954 | loss: 0.0311576 | val_loss: 0.0311683 | Time: 1905.69 ms [2021-07-21 10:47:42 main:581] : INFO : Epoch 1955 | loss: 0.0311616 | val_loss: 0.0311688 | Time: 1890.26 ms [2021-07-21 10:47:44 main:581] : INFO : Epoch 1956 | loss: 0.0311629 | val_loss: 0.0311688 | Time: 1880.93 ms [2021-07-21 10:47:46 main:581] : INFO : Epoch 1957 | loss: 0.0311635 | val_loss: 0.0311694 | Time: 1904.67 ms [2021-07-21 10:47:48 main:581] : INFO : Epoch 1958 | loss: 0.0311652 | val_loss: 0.0311685 | Time: 1904.61 ms [2021-07-21 10:47:50 main:581] : INFO : Epoch 1959 | loss: 0.0311645 | val_loss: 0.0311711 | Time: 1893.78 ms [2021-07-21 10:47:52 main:581] : INFO : Epoch 1960 | loss: 0.0311635 | val_loss: 0.0311695 | Time: 1880.88 ms [2021-07-21 10:47:53 main:581] : INFO : Epoch 1961 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 1897.31 ms [2021-07-21 10:47:55 main:581] : INFO : Epoch 1962 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 1903.25 ms [2021-07-21 10:47:57 main:581] : INFO : Epoch 1963 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 1912.52 ms [2021-07-21 10:47:59 main:581] : INFO : Epoch 1964 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 1959.7 ms [2021-07-21 10:48:01 main:581] : INFO : Epoch 1965 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 1939.65 ms [2021-07-21 10:48:03 main:581] : INFO : Epoch 1966 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 1896.59 ms [2021-07-21 10:48:05 main:581] : INFO : Epoch 1967 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 1888.12 ms [2021-07-21 10:48:07 main:581] : INFO : Epoch 1968 | loss: 0.0311607 | val_loss: 0.031173 | Time: 1899.48 ms [2021-07-21 10:48:09 main:581] : INFO : Epoch 1969 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 1909.76 ms [2021-07-21 10:48:11 main:581] : INFO : Epoch 1970 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 1895.44 ms [2021-07-21 10:48:13 main:581] : INFO : Epoch 1971 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 1959.42 ms [2021-07-21 10:48:15 main:581] : INFO : Epoch 1972 | loss: 0.0311577 | val_loss: 0.0311694 | Time: 1905.48 ms [2021-07-21 10:48:17 main:581] : INFO : Epoch 1973 | loss: 0.0311581 | val_loss: 0.0311725 | Time: 1944.06 ms [2021-07-21 10:48:18 main:581] : INFO : Epoch 1974 | loss: 0.031161 | val_loss: 0.0311814 | Time: 1910.13 ms [2021-07-21 10:48:20 main:581] : INFO : Epoch 1975 | loss: 0.0311626 | val_loss: 0.0311737 | Time: 1936.92 ms [2021-07-21 10:48:22 main:581] : INFO : Epoch 1976 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 1931.96 ms [2021-07-21 10:48:24 main:581] : INFO : Epoch 1977 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 1934.76 ms [2021-07-21 10:48:26 main:581] : INFO : Epoch 1978 | loss: 0.0311586 | val_loss: 0.0311662 | Time: 1895.52 ms [2021-07-21 10:48:28 main:581] : INFO : Epoch 1979 | loss: 0.0311576 | val_loss: 0.0311684 | Time: 1906.92 ms [2021-07-21 10:48:30 main:581] : INFO : Epoch 1980 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 1904.51 ms [2021-07-21 10:48:32 main:581] : INFO : Epoch 1981 | loss: 0.031158 | val_loss: 0.0311715 | Time: 1883.34 ms [2021-07-21 10:48:34 main:581] : INFO : Epoch 1982 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 1922.42 ms [2021-07-21 10:48:36 main:581] : INFO : Epoch 1983 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 1905.14 ms [2021-07-21 10:48:38 main:581] : INFO : Epoch 1984 | loss: 0.0311558 | val_loss: 0.0311672 | Time: 1902.66 ms [2021-07-21 10:48:39 main:581] : INFO : Epoch 1985 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 1911.15 ms [2021-07-21 10:48:41 main:581] : INFO : Epoch 1986 | loss: 0.0311588 | val_loss: 0.031167 | Time: 1899.05 ms [2021-07-21 10:48:43 main:581] : INFO : Epoch 1987 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 1889.42 ms [2021-07-21 10:48:45 main:581] : INFO : Epoch 1988 | loss: 0.0311583 | val_loss: 0.0311667 | Time: 1887.19 ms [2021-07-21 10:48:47 main:581] : INFO : Epoch 1989 | loss: 0.0311606 | val_loss: 0.0311674 | Time: 1902.86 ms [2021-07-21 10:48:49 main:581] : INFO : Epoch 1990 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 1901.94 ms [2021-07-21 10:48:51 main:581] : INFO : Epoch 1991 | loss: 0.031165 | val_loss: 0.0311687 | Time: 1903.86 ms [2021-07-21 10:48:53 main:581] : INFO : Epoch 1992 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 1924.51 ms [2021-07-21 10:48:55 main:581] : INFO : Epoch 1993 | loss: 0.0311588 | val_loss: 0.0311678 | Time: 1901.29 ms [2021-07-21 10:48:57 main:581] : INFO : Epoch 1994 | loss: 0.0311627 | val_loss: 0.0311718 | Time: 1916.24 ms [2021-07-21 10:48:58 main:581] : INFO : Epoch 1995 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 1915.55 ms [2021-07-21 10:49:00 main:581] : INFO : Epoch 1996 | loss: 0.0311619 | val_loss: 0.0311715 | Time: 1927.25 ms [2021-07-21 10:49:02 main:581] : INFO : Epoch 1997 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 1903.39 ms [2021-07-21 10:49:04 main:581] : INFO : Epoch 1998 | loss: 0.03116 | val_loss: 0.0311693 | Time: 1917.9 ms [2021-07-21 10:49:06 main:581] : INFO : Epoch 1999 | loss: 0.0311595 | val_loss: 0.031169 | Time: 1918.5 ms [2021-07-21 10:49:08 main:581] : INFO : Epoch 2000 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 1898.89 ms [2021-07-21 10:49:10 main:581] : INFO : Epoch 2001 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 1907.89 ms [2021-07-21 10:49:12 main:581] : INFO : Epoch 2002 | loss: 0.0311618 | val_loss: 0.031169 | Time: 1901.23 ms [2021-07-21 10:49:14 main:581] : INFO : Epoch 2003 | loss: 0.031159 | val_loss: 0.0311715 | Time: 1933.24 ms [2021-07-21 10:49:16 main:581] : INFO : Epoch 2004 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 1906.14 ms [2021-07-21 10:49:18 main:581] : INFO : Epoch 2005 | loss: 0.0311605 | val_loss: 0.0311719 | Time: 1887.85 ms [2021-07-21 10:49:19 main:581] : INFO : Epoch 2006 | loss: 0.0311607 | val_loss: 0.031169 | Time: 1882.33 ms [2021-07-21 10:49:21 main:581] : INFO : Epoch 2007 | loss: 0.0311592 | val_loss: 0.0311699 | Time: 1905.92 ms [2021-07-21 10:49:23 main:581] : INFO : Epoch 2008 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 1899.43 ms [2021-07-21 10:49:25 main:581] : INFO : Epoch 2009 | loss: 0.0311598 | val_loss: 0.0311685 | Time: 1901.66 ms [2021-07-21 10:49:27 main:581] : INFO : Epoch 2010 | loss: 0.0311577 | val_loss: 0.0311704 | Time: 1853.95 ms [2021-07-21 10:49:29 main:581] : INFO : Epoch 2011 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 1880.68 ms [2021-07-21 10:49:31 main:581] : INFO : Epoch 2012 | loss: 0.0311579 | val_loss: 0.0311676 | Time: 1863.24 ms [2021-07-21 10:49:33 main:581] : INFO : Epoch 2013 | loss: 0.031157 | val_loss: 0.0311683 | Time: 1882 ms [2021-07-21 10:49:35 main:581] : INFO : Epoch 2014 | loss: 0.0311585 | val_loss: 0.031168 | Time: 1870.57 ms [2021-07-21 10:49:36 main:581] : INFO : Epoch 2015 | loss: 0.0311613 | val_loss: 0.031173 | Time: 1866.12 ms [2021-07-21 10:49:38 main:581] : INFO : Epoch 2016 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 1873.34 ms [2021-07-21 10:49:40 main:581] : INFO : Epoch 2017 | loss: 0.0311613 | val_loss: 0.0311727 | Time: 1897.79 ms [2021-07-21 10:49:42 main:581] : INFO : Epoch 2018 | loss: 0.0311614 | val_loss: 0.0311717 | Time: 1890.58 ms [2021-07-21 10:49:44 main:581] : INFO : Epoch 2019 | loss: 0.0311596 | val_loss: 0.0311715 | Time: 1880.71 ms [2021-07-21 10:49:46 main:581] : INFO : Epoch 2020 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 1883.09 ms [2021-07-21 10:49:48 main:581] : INFO : Epoch 2021 | loss: 0.0311586 | val_loss: 0.0311719 | Time: 1902.98 ms [2021-07-21 10:49:50 main:581] : INFO : Epoch 2022 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 1917.14 ms [2021-07-21 10:49:52 main:581] : INFO : Epoch 2023 | loss: 0.031158 | val_loss: 0.0311707 | Time: 1894.51 ms [2021-07-21 10:49:53 main:581] : INFO : Epoch 2024 | loss: 0.0311576 | val_loss: 0.0311684 | Time: 1917.13 ms [2021-07-21 10:49:55 main:581] : INFO : Epoch 2025 | loss: 0.0311578 | val_loss: 0.0311705 | Time: 1874.8 ms [2021-07-21 10:49:57 main:581] : INFO : Epoch 2026 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 1904.96 ms [2021-07-21 10:49:59 main:581] : INFO : Epoch 2027 | loss: 0.0311572 | val_loss: 0.0311712 | Time: 1888.08 ms [2021-07-21 10:50:01 main:581] : INFO : Epoch 2028 | loss: 0.0311565 | val_loss: 0.0311687 | Time: 1873.87 ms [2021-07-21 10:50:03 main:581] : INFO : Epoch 2029 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 1881.24 ms [2021-07-21 10:50:05 main:581] : INFO : Epoch 2030 | loss: 0.0311559 | val_loss: 0.0311694 | Time: 1888.02 ms [2021-07-21 10:50:07 main:581] : INFO : Epoch 2031 | loss: 0.0311579 | val_loss: 0.0311716 | Time: 1879 ms [2021-07-21 10:50:09 main:581] : INFO : Epoch 2032 | loss: 0.0311582 | val_loss: 0.0311703 | Time: 1892.22 ms [2021-07-21 10:50:10 main:581] : INFO : Epoch 2033 | loss: 0.0311557 | val_loss: 0.0311684 | Time: 1899.88 ms [2021-07-21 10:50:12 main:581] : INFO : Epoch 2034 | loss: 0.0311555 | val_loss: 0.0311741 | Time: 1900.69 ms [2021-07-21 10:50:14 main:581] : INFO : Epoch 2035 | loss: 0.0311565 | val_loss: 0.0311692 | Time: 1916.82 ms [2021-07-21 10:50:16 main:581] : INFO : Epoch 2036 | loss: 0.0311556 | val_loss: 0.0311723 | Time: 1919.78 ms [2021-07-21 10:50:18 main:581] : INFO : Epoch 2037 | loss: 0.0311574 | val_loss: 0.0311732 | Time: 1887.82 ms [2021-07-21 10:50:20 main:581] : INFO : Epoch 2038 | loss: 0.0311552 | val_loss: 0.0311696 | Time: 1928.1 ms [2021-07-21 10:50:22 main:581] : INFO : Epoch 2039 | loss: 0.0311547 | val_loss: 0.0311706 | Time: 1894.36 ms [2021-07-21 10:50:24 main:581] : INFO : Epoch 2040 | loss: 0.0311546 | val_loss: 0.0311708 | Time: 1912.97 ms [2021-07-21 10:50:26 main:581] : INFO : Epoch 2041 | loss: 0.0311538 | val_loss: 0.0311696 | Time: 1915.91 ms [2021-07-21 10:50:28 main:581] : INFO : Epoch 2042 | loss: 0.0311534 | val_loss: 0.0311692 | Time: 1930.79 ms [2021-07-21 10:50:30 main:581] : INFO : Epoch 2043 | loss: 0.0311529 | val_loss: 0.0311698 | Time: 1920.69 ms [2021-07-21 10:50:31 main:581] : INFO : Epoch 2044 | loss: 0.0311542 | val_loss: 0.0311713 | Time: 1896.18 ms [2021-07-21 10:50:33 main:581] : INFO : Epoch 2045 | loss: 0.0311541 | val_loss: 0.0311706 | Time: 1815.41 ms [2021-07-21 10:50:35 main:581] : INFO : Epoch 2046 | loss: 0.0311524 | val_loss: 0.0311712 | Time: 1946.02 ms [2021-07-21 10:50:37 main:581] : INFO : Epoch 2047 | loss: 0.0311542 | val_loss: 0.0311699 | Time: 1920.71 ms [2021-07-21 10:50:39 main:581] : INFO : Epoch 2048 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 1960.36 ms [2021-07-21 10:50:39 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311699 [2021-07-21 10:50:39 main:610] : INFO : Saving end state to config to file [2021-07-21 10:50:39 main:615] : INFO : Success, exiting.. 10:50:39 (8081): 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)