Task 14624602
| Name | ParityModified-1647042634-11033-3-0_1 |
| Workunit | 11568388 |
| Created | 19 Apr 2022, 4:41:30 UTC |
| Sent | 19 Apr 2022, 4:41:47 UTC |
| Report deadline | 27 Apr 2022, 4:41:47 UTC |
| Received | 19 Apr 2022, 7:04:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 10 min 50 sec |
| CPU time | 1 hours 8 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031175 | val_loss: 0.0311792 | Time: 1997.07 ms
[2022-04-19 08:46:36 main:574] : INFO : Epoch 1543 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 2022.56 ms
[2022-04-19 08:46:38 main:574] : INFO : Epoch 1544 | loss: 0.0311745 | val_loss: 0.031179 | Time: 2019.1 ms
[2022-04-19 08:46:40 main:574] : INFO : Epoch 1545 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 2005.18 ms
[2022-04-19 08:46:42 main:574] : INFO : Epoch 1546 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 2019.51 ms
[2022-04-19 08:46:44 main:574] : INFO : Epoch 1547 | loss: 0.031174 | val_loss: 0.0311778 | Time: 2033.68 ms
[2022-04-19 08:46:46 main:574] : INFO : Epoch 1548 | loss: 0.0311791 | val_loss: 0.0311851 | Time: 1998.32 ms
[2022-04-19 08:46:48 main:574] : INFO : Epoch 1549 | loss: 0.0311759 | val_loss: 0.0311809 | Time: 2032.95 ms
[2022-04-19 08:46:50 main:574] : INFO : Epoch 1550 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 2013.54 ms
[2022-04-19 08:46:52 main:574] : INFO : Epoch 1551 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 2031.38 ms
[2022-04-19 08:46:54 main:574] : INFO : Epoch 1552 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 1987.4 ms
[2022-04-19 08:46:56 main:574] : INFO : Epoch 1553 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 1950.75 ms
[2022-04-19 08:46:58 main:574] : INFO : Epoch 1554 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 2006.35 ms
[2022-04-19 08:47:00 main:574] : INFO : Epoch 1555 | loss: 0.0311724 | val_loss: 0.0311769 | Time: 1999.33 ms
[2022-04-19 08:47:02 main:574] : INFO : Epoch 1556 | loss: 0.0311736 | val_loss: 0.0311832 | Time: 1998.12 ms
[2022-04-19 08:47:04 main:574] : INFO : Epoch 1557 | loss: 0.0311744 | val_loss: 0.0311789 | Time: 2027.97 ms
[2022-04-19 08:47:06 main:574] : INFO : Epoch 1558 | loss: 0.0311727 | val_loss: 0.0311767 | Time: 2023.02 ms
[2022-04-19 08:47:09 main:574] : INFO : Epoch 1559 | loss: 0.0311721 | val_loss: 0.031177 | Time: 1989.92 ms
[2022-04-19 08:47:11 main:574] : INFO : Epoch 1560 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 1957.93 ms
[2022-04-19 08:47:13 main:574] : INFO : Epoch 1561 | loss: 0.0311723 | val_loss: 0.031178 | Time: 2036.18 ms
[2022-04-19 08:47:15 main:574] : INFO : Epoch 1562 | loss: 0.0311724 | val_loss: 0.0311861 | Time: 2017.99 ms
[2022-04-19 08:47:17 main:574] : INFO : Epoch 1563 | loss: 0.0311721 | val_loss: 0.0311769 | Time: 2013.19 ms
[2022-04-19 08:47:19 main:574] : INFO : Epoch 1564 | loss: 0.0311715 | val_loss: 0.0311777 | Time: 1969.5 ms
[2022-04-19 08:47:21 main:574] : INFO : Epoch 1565 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1995.91 ms
[2022-04-19 08:47:23 main:574] : INFO : Epoch 1566 | loss: 0.0311729 | val_loss: 0.0311766 | Time: 1993.97 ms
[2022-04-19 08:47:25 main:574] : INFO : Epoch 1567 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 2039.12 ms
[2022-04-19 08:47:27 main:574] : INFO : Epoch 1568 | loss: 0.0311715 | val_loss: 0.0311791 | Time: 2018.11 ms
[2022-04-19 08:47:29 main:574] : INFO : Epoch 1569 | loss: 0.031174 | val_loss: 0.031177 | Time: 1999.1 ms
[2022-04-19 08:47:31 main:574] : INFO : Epoch 1570 | loss: 0.0311753 | val_loss: 0.0311777 | Time: 1986.72 ms
[2022-04-19 08:47:33 main:574] : INFO : Epoch 1571 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 1984.39 ms
[2022-04-19 08:47:35 main:574] : INFO : Epoch 1572 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 2018.26 ms
[2022-04-19 08:47:37 main:574] : INFO : Epoch 1573 | loss: 0.031172 | val_loss: 0.0311789 | Time: 2010.03 ms
[2022-04-19 08:47:39 main:574] : INFO : Epoch 1574 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 2002.59 ms
[2022-04-19 08:47:41 main:574] : INFO : Epoch 1575 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 2008.91 ms
[2022-04-19 08:47:43 main:574] : INFO : Epoch 1576 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 2027.53 ms
[2022-04-19 08:47:45 main:574] : INFO : Epoch 1577 | loss: 0.0311721 | val_loss: 0.0311824 | Time: 2047.62 ms
[2022-04-19 08:47:47 main:574] : INFO : Epoch 1578 | loss: 0.0311717 | val_loss: 0.0311777 | Time: 2041.35 ms
[2022-04-19 08:47:49 main:574] : INFO : Epoch 1579 | loss: 0.0311715 | val_loss: 0.0311799 | Time: 2015.88 ms
[2022-04-19 08:47:52 main:574] : INFO : Epoch 1580 | loss: 0.0311718 | val_loss: 0.0311796 | Time: 2020.64 ms
[2022-04-19 08:47:54 main:574] : INFO : Epoch 1581 | loss: 0.0311712 | val_loss: 0.031176 | Time: 2015.86 ms
[2022-04-19 08:47:56 main:574] : INFO : Epoch 1582 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 2005.65 ms
[2022-04-19 08:47:58 main:574] : INFO : Epoch 1583 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 2001.02 ms
[2022-04-19 08:48:00 main:574] : INFO : Epoch 1584 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 2013.63 ms
[2022-04-19 08:48:02 main:574] : INFO : Epoch 1585 | loss: 0.0311696 | val_loss: 0.0311788 | Time: 1984.59 ms
[2022-04-19 08:48:04 main:574] : INFO : Epoch 1586 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 2035.43 ms
[2022-04-19 08:48:06 main:574] : INFO : Epoch 1587 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 2015.44 ms
[2022-04-19 08:48:08 main:574] : INFO : Epoch 1588 | loss: 0.0311711 | val_loss: 0.03118 | Time: 1999.32 ms
[2022-04-19 08:48:10 main:574] : INFO : Epoch 1589 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 2007.08 ms
[2022-04-19 08:48:12 main:574] : INFO : Epoch 1590 | loss: 0.0311711 | val_loss: 0.0311775 | Time: 2022.25 ms
[2022-04-19 08:48:14 main:574] : INFO : Epoch 1591 | loss: 0.0311705 | val_loss: 0.0311777 | Time: 2041.58 ms
[2022-04-19 08:48:16 main:574] : INFO : Epoch 1592 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 1982.05 ms
[2022-04-19 08:48:18 main:574] : INFO : Epoch 1593 | loss: 0.03117 | val_loss: 0.0311783 | Time: 1996.01 ms
[2022-04-19 08:48:20 main:574] : INFO : Epoch 1594 | loss: 0.0311697 | val_loss: 0.0311771 | Time: 2031.4 ms
[2022-04-19 08:48:22 main:574] : INFO : Epoch 1595 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 2001.85 ms
[2022-04-19 08:48:24 main:574] : INFO : Epoch 1596 | loss: 0.0311695 | val_loss: 0.03118 | Time: 1999.1 ms
[2022-04-19 08:48:26 main:574] : INFO : Epoch 1597 | loss: 0.0311703 | val_loss: 0.0311781 | Time: 2023.08 ms
[2022-04-19 08:48:29 main:574] : INFO : Epoch 1598 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 2012.83 ms
[2022-04-19 08:48:31 main:574] : INFO : Epoch 1599 | loss: 0.0311694 | val_loss: 0.0311771 | Time: 2024.95 ms
[2022-04-19 08:48:33 main:574] : INFO : Epoch 1600 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 1997.68 ms
[2022-04-19 08:48:35 main:574] : INFO : Epoch 1601 | loss: 0.0311689 | val_loss: 0.0311788 | Time: 1991 ms
[2022-04-19 08:48:37 main:574] : INFO : Epoch 1602 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 1997.81 ms
[2022-04-19 08:48:39 main:574] : INFO : Epoch 1603 | loss: 0.0311711 | val_loss: 0.0311789 | Time: 2001.53 ms
[2022-04-19 08:48:41 main:574] : INFO : Epoch 1604 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 2005.46 ms
[2022-04-19 08:48:43 main:574] : INFO : Epoch 1605 | loss: 0.031169 | val_loss: 0.0311779 | Time: 2003.75 ms
[2022-04-19 08:48:45 main:574] : INFO : Epoch 1606 | loss: 0.0311721 | val_loss: 0.0311788 | Time: 2012.72 ms
[2022-04-19 08:48:47 main:574] : INFO : Epoch 1607 | loss: 0.0311701 | val_loss: 0.031178 | Time: 2009.77 ms
[2022-04-19 08:48:49 main:574] : INFO : Epoch 1608 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 2005.32 ms
[2022-04-19 08:48:51 main:574] : INFO : Epoch 1609 | loss: 0.0311717 | val_loss: 0.0311855 | Time: 1975.01 ms
[2022-04-19 08:48:53 main:574] : INFO : Epoch 1610 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 2015.69 ms
[2022-04-19 08:48:55 main:574] : INFO : Epoch 1611 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 2049.62 ms
[2022-04-19 08:48:57 main:574] : INFO : Epoch 1612 | loss: 0.0311695 | val_loss: 0.0311793 | Time: 2021.34 ms
[2022-04-19 08:48:59 main:574] : INFO : Epoch 1613 | loss: 0.0311683 | val_loss: 0.0311775 | Time: 1957.09 ms
[2022-04-19 08:49:02 main:574] : INFO : Epoch 1614 | loss: 0.0311688 | val_loss: 0.0311802 | Time: 2001.12 ms
[2022-04-19 08:49:04 main:574] : INFO : Epoch 1615 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 2025.77 ms
[2022-04-19 08:49:06 main:574] : INFO : Epoch 1616 | loss: 0.0311687 | val_loss: 0.0311775 | Time: 1986.79 ms
[2022-04-19 08:49:08 main:574] : INFO : Epoch 1617 | loss: 0.03117 | val_loss: 0.0311767 | Time: 1986.02 ms
[2022-04-19 08:49:10 main:574] : INFO : Epoch 1618 | loss: 0.0311715 | val_loss: 0.0311845 | Time: 2008.27 ms
[2022-04-19 08:49:12 main:574] : INFO : Epoch 1619 | loss: 0.0311698 | val_loss: 0.0311801 | Time: 2048.78 ms
[2022-04-19 08:49:14 main:574] : INFO : Epoch 1620 | loss: 0.03117 | val_loss: 0.0311773 | Time: 1998.33 ms
[2022-04-19 08:49:16 main:574] : INFO : Epoch 1621 | loss: 0.0311713 | val_loss: 0.0311796 | Time: 2005.69 ms
[2022-04-19 08:49:18 main:574] : INFO : Epoch 1622 | loss: 0.0311694 | val_loss: 0.0311797 | Time: 1983.04 ms
[2022-04-19 08:49:20 main:574] : INFO : Epoch 1623 | loss: 0.031169 | val_loss: 0.0311784 | Time: 2040.5 ms
[2022-04-19 08:49:22 main:574] : INFO : Epoch 1624 | loss: 0.0311695 | val_loss: 0.0311799 | Time: 1972.13 ms
[2022-04-19 08:49:24 main:574] : INFO : Epoch 1625 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 2027.07 ms
[2022-04-19 08:49:26 main:574] : INFO : Epoch 1626 | loss: 0.0311671 | val_loss: 0.0311783 | Time: 2021.21 ms
[2022-04-19 08:49:28 main:574] : INFO : Epoch 1627 | loss: 0.0311678 | val_loss: 0.031177 | Time: 2004.49 ms
[2022-04-19 08:49:30 main:574] : INFO : Epoch 1628 | loss: 0.0311686 | val_loss: 0.0311807 | Time: 1997.81 ms
[2022-04-19 08:49:32 main:574] : INFO : Epoch 1629 | loss: 0.0311675 | val_loss: 0.0311794 | Time: 2017.75 ms
[2022-04-19 08:49:34 main:574] : INFO : Epoch 1630 | loss: 0.0311679 | val_loss: 0.0311775 | Time: 1966.72 ms
[2022-04-19 08:49:37 main:574] : INFO : Epoch 1631 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 1990.73 ms
[2022-04-19 08:49:39 main:574] : INFO : Epoch 1632 | loss: 0.0311678 | val_loss: 0.0311764 | Time: 1998.15 ms
[2022-04-19 08:49:41 main:574] : INFO : Epoch 1633 | loss: 0.0311691 | val_loss: 0.0311855 | Time: 2002.81 ms
[2022-04-19 08:49:43 main:574] : INFO : Epoch 1634 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 1999.52 ms
[2022-04-19 08:49:45 main:574] : INFO : Epoch 1635 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 1977.53 ms
[2022-04-19 08:49:47 main:574] : INFO : Epoch 1636 | loss: 0.0311748 | val_loss: 0.0311868 | Time: 2007.64 ms
[2022-04-19 08:49:49 main:574] : INFO : Epoch 1637 | loss: 0.0311723 | val_loss: 0.0311758 | Time: 1992.49 ms
[2022-04-19 08:49:51 main:574] : INFO : Epoch 1638 | loss: 0.0311718 | val_loss: 0.0311823 | Time: 2019.45 ms
[2022-04-19 08:49:53 main:574] : INFO : Epoch 1639 | loss: 0.0311766 | val_loss: 0.0311837 | Time: 1932.25 ms
[2022-04-19 08:49:55 main:574] : INFO : Epoch 1640 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 1978.03 ms
[2022-04-19 08:49:57 main:574] : INFO : Epoch 1641 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 2047.04 ms
[2022-04-19 08:49:59 main:574] : INFO : Epoch 1642 | loss: 0.0311715 | val_loss: 0.031176 | Time: 1971.5 ms
[2022-04-19 08:50:01 main:574] : INFO : Epoch 1643 | loss: 0.031172 | val_loss: 0.0311771 | Time: 2004.42 ms
[2022-04-19 08:50:03 main:574] : INFO : Epoch 1644 | loss: 0.0311738 | val_loss: 0.0311754 | Time: 1928.74 ms
[2022-04-19 08:50:05 main:574] : INFO : Epoch 1645 | loss: 0.0311733 | val_loss: 0.0311753 | Time: 2001.14 ms
[2022-04-19 08:50:07 main:574] : INFO : Epoch 1646 | loss: 0.031172 | val_loss: 0.0311789 | Time: 1992.95 ms
[2022-04-19 08:50:09 main:574] : INFO : Epoch 1647 | loss: 0.0311719 | val_loss: 0.0311779 | Time: 1999.86 ms
[2022-04-19 08:50:11 main:574] : INFO : Epoch 1648 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 1972.73 ms
[2022-04-19 08:50:13 main:574] : INFO : Epoch 1649 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 1981.22 ms
[2022-04-19 08:50:15 main:574] : INFO : Epoch 1650 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 2018.11 ms
[2022-04-19 08:50:17 main:574] : INFO : Epoch 1651 | loss: 0.0311715 | val_loss: 0.031175 | Time: 2003.98 ms
[2022-04-19 08:50:19 main:574] : INFO : Epoch 1652 | loss: 0.0311694 | val_loss: 0.0311746 | Time: 2024.79 ms
[2022-04-19 08:50:21 main:574] : INFO : Epoch 1653 | loss: 0.0311706 | val_loss: 0.031176 | Time: 2007.24 ms
[2022-04-19 08:50:24 main:574] : INFO : Epoch 1654 | loss: 0.031171 | val_loss: 0.0311783 | Time: 2025.65 ms
[2022-04-19 08:50:26 main:574] : INFO : Epoch 1655 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 1978.75 ms
[2022-04-19 08:50:28 main:574] : INFO : Epoch 1656 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 1995.19 ms
[2022-04-19 08:50:30 main:574] : INFO : Epoch 1657 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 2012.31 ms
[2022-04-19 08:50:32 main:574] : INFO : Epoch 1658 | loss: 0.031168 | val_loss: 0.0311753 | Time: 2007.98 ms
[2022-04-19 08:50:34 main:574] : INFO : Epoch 1659 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 1952.04 ms
[2022-04-19 08:50:36 main:574] : INFO : Epoch 1660 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 2047.35 ms
[2022-04-19 08:50:38 main:574] : INFO : Epoch 1661 | loss: 0.0311669 | val_loss: 0.0311753 | Time: 1992.66 ms
[2022-04-19 08:50:40 main:574] : INFO : Epoch 1662 | loss: 0.031166 | val_loss: 0.0311745 | Time: 2008.85 ms
[2022-04-19 08:50:42 main:574] : INFO : Epoch 1663 | loss: 0.0311672 | val_loss: 0.0311777 | Time: 2012.57 ms
[2022-04-19 08:50:44 main:574] : INFO : Epoch 1664 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 2034.32 ms
[2022-04-19 08:50:46 main:574] : INFO : Epoch 1665 | loss: 0.0311658 | val_loss: 0.0311742 | Time: 2017.05 ms
[2022-04-19 08:50:48 main:574] : INFO : Epoch 1666 | loss: 0.0311677 | val_loss: 0.0311783 | Time: 2030.41 ms
[2022-04-19 08:50:50 main:574] : INFO : Epoch 1667 | loss: 0.0311686 | val_loss: 0.0311769 | Time: 2022.09 ms
[2022-04-19 08:50:52 main:574] : INFO : Epoch 1668 | loss: 0.0311656 | val_loss: 0.031174 | Time: 2035.02 ms
[2022-04-19 08:50:54 main:574] : INFO : Epoch 1669 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 1996.92 ms
[2022-04-19 08:50:56 main:574] : INFO : Epoch 1670 | loss: 0.0311681 | val_loss: 0.031181 | Time: 2045.03 ms
[2022-04-19 08:50:58 main:574] : INFO : Epoch 1671 | loss: 0.0311687 | val_loss: 0.0311748 | Time: 1990.21 ms
[2022-04-19 08:51:01 main:574] : INFO : Epoch 1672 | loss: 0.0311679 | val_loss: 0.0311763 | Time: 2024.33 ms
[2022-04-19 08:51:03 main:574] : INFO : Epoch 1673 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 1994.69 ms
[2022-04-19 08:51:05 main:574] : INFO : Epoch 1674 | loss: 0.0311675 | val_loss: 0.0311737 | Time: 2008.42 ms
[2022-04-19 08:51:07 main:574] : INFO : Epoch 1675 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 2016.39 ms
[2022-04-19 08:51:09 main:574] : INFO : Epoch 1676 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 1940.83 ms
[2022-04-19 08:51:11 main:574] : INFO : Epoch 1677 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 2017.92 ms
[2022-04-19 08:51:13 main:574] : INFO : Epoch 1678 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 2018.34 ms
[2022-04-19 08:51:15 main:574] : INFO : Epoch 1679 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 1994.99 ms
[2022-04-19 08:51:17 main:574] : INFO : Epoch 1680 | loss: 0.0311669 | val_loss: 0.0311731 | Time: 2000.62 ms
[2022-04-19 08:51:19 main:574] : INFO : Epoch 1681 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 1990.77 ms
[2022-04-19 08:51:21 main:574] : INFO : Epoch 1682 | loss: 0.0311677 | val_loss: 0.0311783 | Time: 2003.8 ms
[2022-04-19 08:51:24 main:574] : INFO : Epoch 1683 | loss: 0.0311705 | val_loss: 0.031174 | Time: 2021.65 ms
[2022-04-19 08:51:26 main:574] : INFO : Epoch 1684 | loss: 0.0311657 | val_loss: 0.0311723 | Time: 2020.63 ms
[2022-04-19 08:51:28 main:574] : INFO : Epoch 1685 | loss: 0.0311647 | val_loss: 0.0311735 | Time: 2027.38 ms
[2022-04-19 08:51:30 main:574] : INFO : Epoch 1686 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 1988.76 ms
[2022-04-19 08:51:32 main:574] : INFO : Epoch 1687 | loss: 0.031165 | val_loss: 0.0311722 | Time: 2029.34 ms
[2022-04-19 08:51:34 main:574] : INFO : Epoch 1688 | loss: 0.0311632 | val_loss: 0.0311716 | Time: 2030.13 ms
[2022-04-19 08:51:36 main:574] : INFO : Epoch 1689 | loss: 0.0311633 | val_loss: 0.0311735 | Time: 1995.03 ms
[2022-04-19 08:51:38 main:574] : INFO : Epoch 1690 | loss: 0.0311633 | val_loss: 0.0311707 | Time: 2008.76 ms
[2022-04-19 08:51:40 main:574] : INFO : Epoch 1691 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 2018.54 ms
[2022-04-19 08:51:42 main:574] : INFO : Epoch 1692 | loss: 0.0311643 | val_loss: 0.0311709 | Time: 2024.06 ms
[2022-04-19 08:51:44 main:574] : INFO : Epoch 1693 | loss: 0.0311643 | val_loss: 0.031175 | Time: 2050.26 ms
[2022-04-19 08:51:46 main:574] : INFO : Epoch 1694 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 2015.93 ms
[2022-04-19 08:51:48 main:574] : INFO : Epoch 1695 | loss: 0.0311662 | val_loss: 0.0311731 | Time: 2059.76 ms
[2022-04-19 08:51:51 main:574] : INFO : Epoch 1696 | loss: 0.0311637 | val_loss: 0.0311734 | Time: 2051.93 ms
[2022-04-19 08:51:53 main:574] : INFO : Epoch 1697 | loss: 0.0311632 | val_loss: 0.0311725 | Time: 2056.98 ms
[2022-04-19 08:51:55 main:574] : INFO : Epoch 1698 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 2046.7 ms
[2022-04-19 08:51:57 main:574] : INFO : Epoch 1699 | loss: 0.0311621 | val_loss: 0.0311713 | Time: 2053.54 ms
[2022-04-19 08:51:59 main:574] : INFO : Epoch 1700 | loss: 0.031164 | val_loss: 0.0311724 | Time: 2007.64 ms
[2022-04-19 08:52:01 main:574] : INFO : Epoch 1701 | loss: 0.0311641 | val_loss: 0.0311719 | Time: 2014.47 ms
[2022-04-19 08:52:03 main:574] : INFO : Epoch 1702 | loss: 0.0311634 | val_loss: 0.0311767 | Time: 2003.23 ms
[2022-04-19 08:52:05 main:574] : INFO : Epoch 1703 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 1988.96 ms
[2022-04-19 08:52:07 main:574] : INFO : Epoch 1704 | loss: 0.0311609 | val_loss: 0.031171 | Time: 2015.38 ms
[2022-04-19 08:52:09 main:574] : INFO : Epoch 1705 | loss: 0.0311608 | val_loss: 0.0311726 | Time: 1990.42 ms
[2022-04-19 08:52:11 main:574] : INFO : Epoch 1706 | loss: 0.0311613 | val_loss: 0.0311732 | Time: 2014.28 ms
[2022-04-19 08:52:13 main:574] : INFO : Epoch 1707 | loss: 0.0311618 | val_loss: 0.0311739 | Time: 2008.05 ms
[2022-04-19 08:52:15 main:574] : INFO : Epoch 1708 | loss: 0.0311604 | val_loss: 0.0311716 | Time: 1999.98 ms
[2022-04-19 08:52:17 main:574] : INFO : Epoch 1709 | loss: 0.0311636 | val_loss: 0.0311842 | Time: 1976.5 ms
[2022-04-19 08:52:19 main:574] : INFO : Epoch 1710 | loss: 0.0311653 | val_loss: 0.0311771 | Time: 2028 ms
[2022-04-19 08:52:21 main:574] : INFO : Epoch 1711 | loss: 0.031164 | val_loss: 0.0311715 | Time: 2010.02 ms
[2022-04-19 08:52:23 main:574] : INFO : Epoch 1712 | loss: 0.0311586 | val_loss: 0.0311717 | Time: 2025.5 ms
[2022-04-19 08:52:26 main:574] : INFO : Epoch 1713 | loss: 0.0311581 | val_loss: 0.0311716 | Time: 1995.61 ms
[2022-04-19 08:52:28 main:574] : INFO : Epoch 1714 | loss: 0.0311577 | val_loss: 0.0311714 | Time: 2020.64 ms
[2022-04-19 08:52:30 main:574] : INFO : Epoch 1715 | loss: 0.0311577 | val_loss: 0.0311717 | Time: 1995.36 ms
[2022-04-19 08:52:32 main:574] : INFO : Epoch 1716 | loss: 0.031159 | val_loss: 0.0311738 | Time: 1996.48 ms
[2022-04-19 08:52:34 main:574] : INFO : Epoch 1717 | loss: 0.031163 | val_loss: 0.0311766 | Time: 1990.88 ms
[2022-04-19 08:52:36 main:574] : INFO : Epoch 1718 | loss: 0.0311615 | val_loss: 0.0311749 | Time: 2001.48 ms
[2022-04-19 08:52:38 main:574] : INFO : Epoch 1719 | loss: 0.0311612 | val_loss: 0.0311712 | Time: 2055.68 ms
[2022-04-19 08:52:40 main:574] : INFO : Epoch 1720 | loss: 0.031161 | val_loss: 0.0311743 | Time: 2032.23 ms
[2022-04-19 08:52:42 main:574] : INFO : Epoch 1721 | loss: 0.0311602 | val_loss: 0.031172 | Time: 2046.56 ms
[2022-04-19 08:52:44 main:574] : INFO : Epoch 1722 | loss: 0.0311584 | val_loss: 0.031171 | Time: 1997.93 ms
[2022-04-19 08:52:46 main:574] : INFO : Epoch 1723 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 2025.48 ms
[2022-04-19 08:52:48 main:574] : INFO : Epoch 1724 | loss: 0.0311593 | val_loss: 0.0311722 | Time: 2020.28 ms
[2022-04-19 08:52:50 main:574] : INFO : Epoch 1725 | loss: 0.0311582 | val_loss: 0.031173 | Time: 2007.3 ms
[2022-04-19 08:52:52 main:574] : INFO : Epoch 1726 | loss: 0.0311575 | val_loss: 0.0311718 | Time: 1983.32 ms
[2022-04-19 08:52:55 main:574] : INFO : Epoch 1727 | loss: 0.0311578 | val_loss: 0.0311762 | Time: 2057.66 ms
[2022-04-19 08:52:57 main:574] : INFO : Epoch 1728 | loss: 0.0311588 | val_loss: 0.0311759 | Time: 2006.57 ms
[2022-04-19 08:52:59 main:574] : INFO : Epoch 1729 | loss: 0.0311578 | val_loss: 0.0311721 | Time: 2021.64 ms
[2022-04-19 08:53:01 main:574] : INFO : Epoch 1730 | loss: 0.0311572 | val_loss: 0.0311748 | Time: 1999.76 ms
[2022-04-19 08:53:03 main:574] : INFO : Epoch 1731 | loss: 0.0311595 | val_loss: 0.0311736 | Time: 2008.82 ms
[2022-04-19 08:53:05 main:574] : INFO : Epoch 1732 | loss: 0.0311613 | val_loss: 0.0311725 | Time: 1980.13 ms
[2022-04-19 08:53:07 main:574] : INFO : Epoch 1733 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 1978.78 ms
[2022-04-19 08:53:09 main:574] : INFO : Epoch 1734 | loss: 0.0311575 | val_loss: 0.031171 | Time: 2012 ms
[2022-04-19 08:53:11 main:574] : INFO : Epoch 1735 | loss: 0.0311572 | val_loss: 0.0311722 | Time: 1995.94 ms
[2022-04-19 08:53:13 main:574] : INFO : Epoch 1736 | loss: 0.0311571 | val_loss: 0.0311736 | Time: 2028.76 ms
[2022-04-19 08:53:15 main:574] : INFO : Epoch 1737 | loss: 0.0311567 | val_loss: 0.0311737 | Time: 2012.94 ms
[2022-04-19 08:53:17 main:574] : INFO : Epoch 1738 | loss: 0.0311571 | val_loss: 0.0311749 | Time: 2018.7 ms
[2022-04-19 08:53:19 main:574] : INFO : Epoch 1739 | loss: 0.0311587 | val_loss: 0.0311743 | Time: 1995.86 ms
[2022-04-19 08:53:21 main:574] : INFO : Epoch 1740 | loss: 0.0311578 | val_loss: 0.0311721 | Time: 2021.9 ms
[2022-04-19 08:53:23 main:574] : INFO : Epoch 1741 | loss: 0.0311564 | val_loss: 0.031172 | Time: 2021.22 ms
[2022-04-19 08:53:25 main:574] : INFO : Epoch 1742 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 2048.97 ms
[2022-04-19 08:53:27 main:574] : INFO : Epoch 1743 | loss: 0.0311579 | val_loss: 0.0311721 | Time: 1979.72 ms
[2022-04-19 08:53:30 main:574] : INFO : Epoch 1744 | loss: 0.0311587 | val_loss: 0.0311734 | Time: 2021.85 ms
[2022-04-19 08:53:32 main:574] : INFO : Epoch 1745 | loss: 0.0311574 | val_loss: 0.0311717 | Time: 1995.34 ms
[2022-04-19 08:53:34 main:574] : INFO : Epoch 1746 | loss: 0.0311582 | val_loss: 0.0311718 | Time: 2026.57 ms
[2022-04-19 08:53:36 main:574] : INFO : Epoch 1747 | loss: 0.0311568 | val_loss: 0.0311733 | Time: 2005.36 ms
[2022-04-19 08:53:38 main:574] : INFO : Epoch 1748 | loss: 0.0311573 | val_loss: 0.0311723 | Time: 2034.9 ms
[2022-04-19 08:53:40 main:574] : INFO : Epoch 1749 | loss: 0.0311564 | val_loss: 0.0311708 | Time: 2010.54 ms
[2022-04-19 08:53:42 main:574] : INFO : Epoch 1750 | loss: 0.0311556 | val_loss: 0.0311711 | Time: 2040.12 ms
[2022-04-19 08:53:44 main:574] : INFO : Epoch 1751 | loss: 0.031155 | val_loss: 0.0311717 | Time: 2001.82 ms
[2022-04-19 08:53:46 main:574] : INFO : Epoch 1752 | loss: 0.0311551 | val_loss: 0.0311721 | Time: 2039.09 ms
[2022-04-19 08:53:48 main:574] : INFO : Epoch 1753 | loss: 0.0311547 | val_loss: 0.0311712 | Time: 2026.26 ms
[2022-04-19 08:53:50 main:574] : INFO : Epoch 1754 | loss: 0.0311546 | val_loss: 0.031172 | Time: 2011.35 ms
[2022-04-19 08:53:52 main:574] : INFO : Epoch 1755 | loss: 0.0311562 | val_loss: 0.0311709 | Time: 1995.59 ms
[2022-04-19 08:53:54 main:574] : INFO : Epoch 1756 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 2046.68 ms
[2022-04-19 08:53:56 main:574] : INFO : Epoch 1757 | loss: 0.0311621 | val_loss: 0.0311685 | Time: 2048.29 ms
[2022-04-19 08:53:58 main:574] : INFO : Epoch 1758 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 2046.32 ms
[2022-04-19 08:54:01 main:574] : INFO : Epoch 1759 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 2024.94 ms
[2022-04-19 08:54:03 main:574] : INFO : Epoch 1760 | loss: 0.0311585 | val_loss: 0.0311686 | Time: 2036.13 ms
[2022-04-19 08:54:05 main:574] : INFO : Epoch 1761 | loss: 0.031157 | val_loss: 0.0311701 | Time: 2003.83 ms
[2022-04-19 08:54:07 main:574] : INFO : Epoch 1762 | loss: 0.0311568 | val_loss: 0.0311692 | Time: 1989.06 ms
[2022-04-19 08:54:09 main:574] : INFO : Epoch 1763 | loss: 0.0311549 | val_loss: 0.0311678 | Time: 2016.58 ms
[2022-04-19 08:54:11 main:574] : INFO : Epoch 1764 | loss: 0.0311556 | val_loss: 0.0311687 | Time: 1989.59 ms
[2022-04-19 08:54:13 main:574] : INFO : Epoch 1765 | loss: 0.0311549 | val_loss: 0.0311714 | Time: 2025.55 ms
[2022-04-19 08:54:15 main:574] : INFO : Epoch 1766 | loss: 0.0311544 | val_loss: 0.0311683 | Time: 2037.14 ms
[2022-04-19 08:54:17 main:574] : INFO : Epoch 1767 | loss: 0.0311535 | val_loss: 0.0311674 | Time: 2009.34 ms
[2022-04-19 08:54:19 main:574] : INFO : Epoch 1768 | loss: 0.031153 | val_loss: 0.0311681 | Time: 2036.69 ms
[2022-04-19 08:54:21 main:574] : INFO : Epoch 1769 | loss: 0.031156 | val_loss: 0.0311712 | Time: 2013.53 ms
[2022-04-19 08:54:23 main:574] : INFO : Epoch 1770 | loss: 0.0311552 | val_loss: 0.0311661 | Time: 2041.73 ms
[2022-04-19 08:54:25 main:574] : INFO : Epoch 1771 | loss: 0.0311537 | val_loss: 0.0311651 | Time: 2008.17 ms
[2022-04-19 08:54:27 main:574] : INFO : Epoch 1772 | loss: 0.0311532 | val_loss: 0.0311704 | Time: 2043.35 ms
[2022-04-19 08:54:29 main:574] : INFO : Epoch 1773 | loss: 0.0311533 | val_loss: 0.0311658 | Time: 2043.93 ms
[2022-04-19 08:54:32 main:574] : INFO : Epoch 1774 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 2041.78 ms
[2022-04-19 08:54:34 main:574] : INFO : Epoch 1775 | loss: 0.031153 | val_loss: 0.0311671 | Time: 2008.64 ms
[2022-04-19 08:54:36 main:574] : INFO : Epoch 1776 | loss: 0.0311527 | val_loss: 0.0311646 | Time: 2011.2 ms
[2022-04-19 08:54:38 main:574] : INFO : Epoch 1777 | loss: 0.0311548 | val_loss: 0.0311655 | Time: 2030.41 ms
[2022-04-19 08:54:40 main:574] : INFO : Epoch 1778 | loss: 0.0311536 | val_loss: 0.0311651 | Time: 2029.12 ms
[2022-04-19 08:54:42 main:574] : INFO : Epoch 1779 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 2047.72 ms
[2022-04-19 08:54:44 main:574] : INFO : Epoch 1780 | loss: 0.0311507 | val_loss: 0.0311654 | Time: 2055.93 ms
[2022-04-19 08:54:46 main:574] : INFO : Epoch 1781 | loss: 0.031152 | val_loss: 0.0311648 | Time: 2020.34 ms
[2022-04-19 08:54:48 main:574] : INFO : Epoch 1782 | loss: 0.0311513 | val_loss: 0.031166 | Time: 2053.26 ms
[2022-04-19 08:54:50 main:574] : INFO : Epoch 1783 | loss: 0.0311508 | val_loss: 0.0311649 | Time: 2007.64 ms
[2022-04-19 08:54:52 main:574] : INFO : Epoch 1784 | loss: 0.0311512 | val_loss: 0.0311653 | Time: 2042.83 ms
[2022-04-19 08:54:55 main:574] : INFO : Epoch 1785 | loss: 0.0311505 | val_loss: 0.0311664 | Time: 2017.03 ms
[2022-04-19 08:54:57 main:574] : INFO : Epoch 1786 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 2005.75 ms
[2022-04-19 08:54:59 main:574] : INFO : Epoch 1787 | loss: 0.03115 | val_loss: 0.0311671 | Time: 2019.97 ms
[2022-04-19 08:55:01 main:574] : INFO : Epoch 1788 | loss: 0.0311492 | val_loss: 0.0311693 | Time: 2031.93 ms
[2022-04-19 08:55:03 main:574] : INFO : Epoch 1789 | loss: 0.0311501 | val_loss: 0.0311671 | Time: 1998.45 ms
[2022-04-19 08:55:05 main:574] : INFO : Epoch 1790 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 2023.25 ms
[2022-04-19 08:55:07 main:574] : INFO : Epoch 1791 | loss: 0.03115 | val_loss: 0.0311661 | Time: 2009.18 ms
[2022-04-19 08:55:09 main:574] : INFO : Epoch 1792 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 2021.87 ms
[2022-04-19 08:55:11 main:574] : INFO : Epoch 1793 | loss: 0.0311496 | val_loss: 0.0311712 | Time: 2013.11 ms
[2022-04-19 08:55:13 main:574] : INFO : Epoch 1794 | loss: 0.0311491 | val_loss: 0.0311699 | Time: 2019.46 ms
[2022-04-19 08:55:15 main:574] : INFO : Epoch 1795 | loss: 0.0311486 | val_loss: 0.0311694 | Time: 2034.19 ms
[2022-04-19 08:55:17 main:574] : INFO : Epoch 1796 | loss: 0.0311475 | val_loss: 0.0311636 | Time: 2055.48 ms
[2022-04-19 08:55:19 main:574] : INFO : Epoch 1797 | loss: 0.0311482 | val_loss: 0.0311657 | Time: 2023.8 ms
[2022-04-19 08:55:21 main:574] : INFO : Epoch 1798 | loss: 0.0311479 | val_loss: 0.0311652 | Time: 2001.09 ms
[2022-04-19 08:55:24 main:574] : INFO : Epoch 1799 | loss: 0.0311463 | val_loss: 0.0311649 | Time: 2054.01 ms
[2022-04-19 08:55:26 main:574] : INFO : Epoch 1800 | loss: 0.0311471 | val_loss: 0.031165 | Time: 2020 ms
[2022-04-19 08:55:28 main:574] : INFO : Epoch 1801 | loss: 0.0311467 | val_loss: 0.0311642 | Time: 2042.39 ms
[2022-04-19 08:55:30 main:574] : INFO : Epoch 1802 | loss: 0.0311495 | val_loss: 0.0311599 | Time: 2022.89 ms
[2022-04-19 08:55:32 main:574] : INFO : Epoch 1803 | loss: 0.0311515 | val_loss: 0.0311655 | Time: 2017.02 ms
[2022-04-19 08:55:34 main:574] : INFO : Epoch 1804 | loss: 0.0311512 | val_loss: 0.0311648 | Time: 2007.01 ms
[2022-04-19 08:55:36 main:574] : INFO : Epoch 1805 | loss: 0.0311476 | val_loss: 0.031161 | Time: 2000.41 ms
[2022-04-19 08:55:38 main:574] : INFO : Epoch 1806 | loss: 0.0311473 | val_loss: 0.0311624 | Time: 2015.07 ms
[2022-04-19 08:55:40 main:574] : INFO : Epoch 1807 | loss: 0.0311463 | val_loss: 0.0311625 | Time: 2001.09 ms
[2022-04-19 08:55:42 main:574] : INFO : Epoch 1808 | loss: 0.0311468 | val_loss: 0.0311633 | Time: 2009.17 ms
[2022-04-19 08:55:44 main:574] : INFO : Epoch 1809 | loss: 0.0311466 | val_loss: 0.0311671 | Time: 2022.24 ms
[2022-04-19 08:55:46 main:574] : INFO : Epoch 1810 | loss: 0.0311476 | val_loss: 0.0311623 | Time: 2019.96 ms
[2022-04-19 08:55:48 main:574] : INFO : Epoch 1811 | loss: 0.0311455 | val_loss: 0.0311615 | Time: 1955.82 ms
[2022-04-19 08:55:50 main:574] : INFO : Epoch 1812 | loss: 0.0311451 | val_loss: 0.0311625 | Time: 1993.96 ms
[2022-04-19 08:55:52 main:574] : INFO : Epoch 1813 | loss: 0.0311448 | val_loss: 0.0311616 | Time: 2004.01 ms
[2022-04-19 08:55:54 main:574] : INFO : Epoch 1814 | loss: 0.0311447 | val_loss: 0.0311599 | Time: 2029.3 ms
[2022-04-19 08:55:56 main:574] : INFO : Epoch 1815 | loss: 0.0311459 | val_loss: 0.0311605 | Time: 2028.94 ms
[2022-04-19 08:55:58 main:574] : INFO : Epoch 1816 | loss: 0.0311439 | val_loss: 0.0311609 | Time: 1996.61 ms
[2022-04-19 08:56:00 main:574] : INFO : Epoch 1817 | loss: 0.0311428 | val_loss: 0.0311615 | Time: 1996.81 ms
[2022-04-19 08:56:03 main:574] : INFO : Epoch 1818 | loss: 0.0311439 | val_loss: 0.031162 | Time: 2014.98 ms
[2022-04-19 08:56:05 main:574] : INFO : Epoch 1819 | loss: 0.0311462 | val_loss: 0.0311604 | Time: 1997.32 ms
[2022-04-19 08:56:07 main:574] : INFO : Epoch 1820 | loss: 0.0311482 | val_loss: 0.0311638 | Time: 2007.49 ms
[2022-04-19 08:56:09 main:574] : INFO : Epoch 1821 | loss: 0.0311457 | val_loss: 0.0311632 | Time: 2006.41 ms
[2022-04-19 08:56:11 main:574] : INFO : Epoch 1822 | loss: 0.0311471 | val_loss: 0.0311606 | Time: 2043.9 ms
[2022-04-19 08:56:13 main:574] : INFO : Epoch 1823 | loss: 0.0311478 | val_loss: 0.0311582 | Time: 2054.66 ms
[2022-04-19 08:56:15 main:574] : INFO : Epoch 1824 | loss: 0.0311457 | val_loss: 0.031158 | Time: 2010.73 ms
[2022-04-19 08:56:17 main:574] : INFO : Epoch 1825 | loss: 0.0311444 | val_loss: 0.03116 | Time: 2046.24 ms
[2022-04-19 08:56:19 main:574] : INFO : Epoch 1826 | loss: 0.0311476 | val_loss: 0.0311594 | Time: 2030.17 ms
[2022-04-19 08:56:21 main:574] : INFO : Epoch 1827 | loss: 0.0311522 | val_loss: 0.0311576 | Time: 2028.95 ms
[2022-04-19 08:56:23 main:574] : INFO : Epoch 1828 | loss: 0.0311506 | val_loss: 0.0311569 | Time: 2046.08 ms
[2022-04-19 08:56:25 main:574] : INFO : Epoch 1829 | loss: 0.0311501 | val_loss: 0.0311569 | Time: 1989.17 ms
[2022-04-19 08:56:27 main:574] : INFO : Epoch 1830 | loss: 0.0311494 | val_loss: 0.0311568 | Time: 2003.64 ms
[2022-04-19 08:56:29 main:574] : INFO : Epoch 1831 | loss: 0.0311494 | val_loss: 0.0311556 | Time: 2015.74 ms
[2022-04-19 08:56:31 main:574] : INFO : Epoch 1832 | loss: 0.0311492 | val_loss: 0.0311536 | Time: 2023.15 ms
[2022-04-19 08:56:33 main:574] : INFO : Epoch 1833 | loss: 0.0311483 | val_loss: 0.0311522 | Time: 1953.75 ms
[2022-04-19 08:56:35 main:574] : INFO : Epoch 1834 | loss: 0.0311469 | val_loss: 0.0311514 | Time: 2034.68 ms
[2022-04-19 08:56:38 main:574] : INFO : Epoch 1835 | loss: 0.0311452 | val_loss: 0.0311499 | Time: 1993.08 ms
[2022-04-19 08:56:40 main:574] : INFO : Epoch 1836 | loss: 0.0311431 | val_loss: 0.0311525 | Time: 2058.94 ms
[2022-04-19 08:56:42 main:574] : INFO : Epoch 1837 | loss: 0.0311463 | val_loss: 0.0311534 | Time: 2010.1 ms
[2022-04-19 08:56:44 main:574] : INFO : Epoch 1838 | loss: 0.0311476 | val_loss: 0.0311523 | Time: 2040.95 ms
[2022-04-19 08:56:46 main:574] : INFO : Epoch 1839 | loss: 0.0311444 | val_loss: 0.0311517 | Time: 2040.5 ms
[2022-04-19 08:56:48 main:574] : INFO : Epoch 1840 | loss: 0.0311434 | val_loss: 0.0311526 | Time: 2005.72 ms
[2022-04-19 08:56:50 main:574] : INFO : Epoch 1841 | loss: 0.0311448 | val_loss: 0.0311507 | Time: 1996.07 ms
[2022-04-19 08:56:52 main:574] : INFO : Epoch 1842 | loss: 0.0311406 | val_loss: 0.0311521 | Time: 2024.35 ms
[2022-04-19 08:56:54 main:574] : INFO : Epoch 1843 | loss: 0.0311409 | val_loss: 0.0311486 | Time: 2018.12 ms
[2022-04-19 08:56:56 main:574] : INFO : Epoch 1844 | loss: 0.0311406 | val_loss: 0.031148 | Time: 2040.33 ms
[2022-04-19 08:56:58 main:574] : INFO : Epoch 1845 | loss: 0.03114 | val_loss: 0.0311487 | Time: 2024.35 ms
[2022-04-19 08:57:00 main:574] : INFO : Epoch 1846 | loss: 0.0311372 | val_loss: 0.0311457 | Time: 1995.16 ms
[2022-04-19 08:57:02 main:574] : INFO : Epoch 1847 | loss: 0.0311358 | val_loss: 0.0311454 | Time: 2002.44 ms
[2022-04-19 08:57:04 main:574] : INFO : Epoch 1848 | loss: 0.0311352 | val_loss: 0.0311466 | Time: 2001.51 ms
[2022-04-19 08:57:07 main:574] : INFO : Epoch 1849 | loss: 0.031134 | val_loss: 0.0311462 | Time: 2007.84 ms
[2022-04-19 08:57:09 main:574] : INFO : Epoch 1850 | loss: 0.0311334 | val_loss: 0.0311451 | Time: 2032.63 ms
[2022-04-19 08:57:11 main:574] : INFO : Epoch 1851 | loss: 0.0311331 | val_loss: 0.0311466 | Time: 2017.5 ms
[2022-04-19 08:57:13 main:574] : INFO : Epoch 1852 | loss: 0.0311335 | val_loss: 0.0311465 | Time: 2024.96 ms
[2022-04-19 08:57:15 main:574] : INFO : Epoch 1853 | loss: 0.031133 | val_loss: 0.0311447 | Time: 2037.83 ms
[2022-04-19 08:57:17 main:574] : INFO : Epoch 1854 | loss: 0.0311325 | val_loss: 0.0311448 | Time: 2018.55 ms
[2022-04-19 08:57:19 main:574] : INFO : Epoch 1855 | loss: 0.0311342 | val_loss: 0.0311511 | Time: 1997.61 ms
[2022-04-19 08:57:21 main:574] : INFO : Epoch 1856 | loss: 0.0311384 | val_loss: 0.0311513 | Time: 1964.64 ms
[2022-04-19 08:57:23 main:574] : INFO : Epoch 1857 | loss: 0.0311364 | val_loss: 0.0311466 | Time: 2016.32 ms
[2022-04-19 08:57:25 main:574] : INFO : Epoch 1858 | loss: 0.0311359 | val_loss: 0.031147 | Time: 1993.75 ms
[2022-04-19 08:57:27 main:574] : INFO : Epoch 1859 | loss: 0.0311341 | val_loss: 0.0311443 | Time: 2023.69 ms
[2022-04-19 08:57:29 main:574] : INFO : Epoch 1860 | loss: 0.0311339 | val_loss: 0.0311485 | Time: 2022.2 ms
[2022-04-19 08:57:31 main:574] : INFO : Epoch 1861 | loss: 0.0311377 | val_loss: 0.031146 | Time: 2017.37 ms
[2022-04-19 08:57:33 main:574] : INFO : Epoch 1862 | loss: 0.0311335 | val_loss: 0.031142 | Time: 2011.23 ms
[2022-04-19 08:57:35 main:574] : INFO : Epoch 1863 | loss: 0.0311311 | val_loss: 0.031143 | Time: 2010.75 ms
[2022-04-19 08:57:37 main:574] : INFO : Epoch 1864 | loss: 0.0311308 | val_loss: 0.0311449 | Time: 2019.06 ms
[2022-04-19 08:57:39 main:574] : INFO : Epoch 1865 | loss: 0.0311313 | val_loss: 0.0311413 | Time: 1984.86 ms
[2022-04-19 08:57:42 main:574] : INFO : Epoch 1866 | loss: 0.03113 | val_loss: 0.0311415 | Time: 2014.83 ms
[2022-04-19 08:57:44 main:574] : INFO : Epoch 1867 | loss: 0.0311308 | val_loss: 0.0311412 | Time: 2016 ms
[2022-04-19 08:57:46 main:574] : INFO : Epoch 1868 | loss: 0.0311281 | val_loss: 0.0311385 | Time: 2020.05 ms
[2022-04-19 08:57:48 main:574] : INFO : Epoch 1869 | loss: 0.0311269 | val_loss: 0.0311378 | Time: 2016.75 ms
[2022-04-19 08:57:50 main:574] : INFO : Epoch 1870 | loss: 0.0311275 | val_loss: 0.0311395 | Time: 2029.03 ms
[2022-04-19 08:57:52 main:574] : INFO : Epoch 1871 | loss: 0.0311268 | val_loss: 0.0311369 | Time: 1999.15 ms
[2022-04-19 08:57:54 main:574] : INFO : Epoch 1872 | loss: 0.031126 | val_loss: 0.0311318 | Time: 2000.21 ms
[2022-04-19 08:57:56 main:574] : INFO : Epoch 1873 | loss: 0.0311273 | val_loss: 0.0311371 | Time: 1996.4 ms
[2022-04-19 08:57:58 main:574] : INFO : Epoch 1874 | loss: 0.0311397 | val_loss: 0.0311477 | Time: 2013.46 ms
[2022-04-19 08:58:00 main:574] : INFO : Epoch 1875 | loss: 0.0311459 | val_loss: 0.0311433 | Time: 2020.31 ms
[2022-04-19 08:58:02 main:574] : INFO : Epoch 1876 | loss: 0.0311426 | val_loss: 0.0311441 | Time: 2023.45 ms
[2022-04-19 08:58:04 main:574] : INFO : Epoch 1877 | loss: 0.0311353 | val_loss: 0.0311414 | Time: 2006.43 ms
[2022-04-19 08:58:06 main:574] : INFO : Epoch 1878 | loss: 0.031131 | val_loss: 0.0311396 | Time: 2019.78 ms
[2022-04-19 08:58:08 main:574] : INFO : Epoch 1879 | loss: 0.0311284 | val_loss: 0.0311368 | Time: 2018.56 ms
[2022-04-19 08:58:10 main:574] : INFO : Epoch 1880 | loss: 0.0311264 | val_loss: 0.0311375 | Time: 2028.11 ms
[2022-04-19 08:58:12 main:574] : INFO : Epoch 1881 | loss: 0.0311266 | val_loss: 0.0311324 | Time: 1983.57 ms
[2022-04-19 08:58:14 main:574] : INFO : Epoch 1882 | loss: 0.031123 | val_loss: 0.0311326 | Time: 2039.4 ms
[2022-04-19 08:58:17 main:574] : INFO : Epoch 1883 | loss: 0.0311216 | val_loss: 0.0311331 | Time: 2003.57 ms
[2022-04-19 08:58:19 main:574] : INFO : Epoch 1884 | loss: 0.0311213 | val_loss: 0.031134 | Time: 2007.77 ms
[2022-04-19 08:58:21 main:574] : INFO : Epoch 1885 | loss: 0.0311207 | val_loss: 0.0311327 | Time: 2030.19 ms
[2022-04-19 08:58:23 main:574] : INFO : Epoch 1886 | loss: 0.0311211 | val_loss: 0.0311376 | Time: 2018.14 ms
[2022-04-19 08:58:25 main:574] : INFO : Epoch 1887 | loss: 0.0311184 | val_loss: 0.0311333 | Time: 2047.62 ms
[2022-04-19 08:58:27 main:574] : INFO : Epoch 1888 | loss: 0.0311186 | val_loss: 0.031132 | Time: 2052.1 ms
[2022-04-19 08:58:29 main:574] : INFO : Epoch 1889 | loss: 0.0311188 | val_loss: 0.0311322 | Time: 2015.5 ms
[2022-04-19 08:58:31 main:574] : INFO : Epoch 1890 | loss: 0.0311175 | val_loss: 0.0311313 | Time: 2004.26 ms
[2022-04-19 08:58:33 main:574] : INFO : Epoch 1891 | loss: 0.0311168 | val_loss: 0.0311309 | Time: 1961.48 ms
[2022-04-19 08:58:35 main:574] : INFO : Epoch 1892 | loss: 0.0311154 | val_loss: 0.0311269 | Time: 2053.44 ms
[2022-04-19 08:58:37 main:574] : INFO : Epoch 1893 | loss: 0.031116 | val_loss: 0.0311314 | Time: 2007.15 ms
[2022-04-19 08:58:39 main:574] : INFO : Epoch 1894 | loss: 0.0311167 | val_loss: 0.0311345 | Time: 2049.33 ms
[2022-04-19 08:58:41 main:574] : INFO : Epoch 1895 | loss: 0.0311159 | val_loss: 0.0311251 | Time: 2010.53 ms
[2022-04-19 08:58:43 main:574] : INFO : Epoch 1896 | loss: 0.0311143 | val_loss: 0.0311258 | Time: 1892.89 ms
[2022-04-19 08:58:45 main:574] : INFO : Epoch 1897 | loss: 0.0311137 | val_loss: 0.0311276 | Time: 2043.28 ms
[2022-04-19 08:58:47 main:574] : INFO : Epoch 1898 | loss: 0.031115 | val_loss: 0.0311248 | Time: 2017 ms
[2022-04-19 08:58:50 main:574] : INFO : Epoch 1899 | loss: 0.0311121 | val_loss: 0.031126 | Time: 2013.15 ms
[2022-04-19 08:58:52 main:574] : INFO : Epoch 1900 | loss: 0.0311106 | val_loss: 0.0311308 | Time: 2008.15 ms
[2022-04-19 08:58:54 main:574] : INFO : Epoch 1901 | loss: 0.0311118 | val_loss: 0.0311231 | Time: 2012.07 ms
[2022-04-19 08:58:56 main:574] : INFO : Epoch 1902 | loss: 0.031109 | val_loss: 0.03112 | Time: 2006.91 ms
[2022-04-19 08:58:58 main:574] : INFO : Epoch 1903 | loss: 0.0311076 | val_loss: 0.031122 | Time: 2039.29 ms
[2022-04-19 08:59:00 main:574] : INFO : Epoch 1904 | loss: 0.0311072 | val_loss: 0.0311212 | Time: 2048.01 ms
[2022-04-19 08:59:02 main:574] : INFO : Epoch 1905 | loss: 0.0311086 | val_loss: 0.0311205 | Time: 2022.76 ms
[2022-04-19 08:59:04 main:574] : INFO : Epoch 1906 | loss: 0.0311075 | val_loss: 0.0311231 | Time: 2035.09 ms
[2022-04-19 08:59:06 main:574] : INFO : Epoch 1907 | loss: 0.0311059 | val_loss: 0.0311182 | Time: 2031.45 ms
[2022-04-19 08:59:08 main:574] : INFO : Epoch 1908 | loss: 0.0311038 | val_loss: 0.0311181 | Time: 2045.07 ms
[2022-04-19 08:59:10 main:574] : INFO : Epoch 1909 | loss: 0.0311041 | val_loss: 0.031122 | Time: 2025.37 ms
[2022-04-19 08:59:12 main:574] : INFO : Epoch 1910 | loss: 0.0311043 | val_loss: 0.0311167 | Time: 2043.35 ms
[2022-04-19 08:59:15 main:574] : INFO : Epoch 1911 | loss: 0.0311023 | val_loss: 0.0311194 | Time: 1952.79 ms
[2022-04-19 08:59:17 main:574] : INFO : Epoch 1912 | loss: 0.031103 | val_loss: 0.0311174 | Time: 2016.99 ms
[2022-04-19 08:59:19 main:574] : INFO : Epoch 1913 | loss: 0.0311015 | val_loss: 0.0311162 | Time: 2012.36 ms
[2022-04-19 08:59:21 main:574] : INFO : Epoch 1914 | loss: 0.0311012 | val_loss: 0.0311164 | Time: 2036.75 ms
[2022-04-19 08:59:23 main:574] : INFO : Epoch 1915 | loss: 0.0310997 | val_loss: 0.0311146 | Time: 2003.18 ms
[2022-04-19 08:59:25 main:574] : INFO : Epoch 1916 | loss: 0.0310996 | val_loss: 0.0311161 | Time: 2032.8 ms
[2022-04-19 08:59:27 main:574] : INFO : Epoch 1917 | loss: 0.0311 | val_loss: 0.0311165 | Time: 2016.35 ms
[2022-04-19 08:59:29 main:574] : INFO : Epoch 1918 | loss: 0.0311014 | val_loss: 0.0311199 | Time: 2016.57 ms
[2022-04-19 08:59:31 main:574] : INFO : Epoch 1919 | loss: 0.031101 | val_loss: 0.0311136 | Time: 2035.57 ms
[2022-04-19 08:59:33 main:574] : INFO : Epoch 1920 | loss: 0.0310985 | val_loss: 0.0311105 | Time: 2021.96 ms
[2022-04-19 08:59:35 main:574] : INFO : Epoch 1921 | loss: 0.031097 | val_loss: 0.0311109 | Time: 2026.07 ms
[2022-04-19 08:59:37 main:574] : INFO : Epoch 1922 | loss: 0.0310963 | val_loss: 0.0311123 | Time: 2025.05 ms
[2022-04-19 08:59:39 main:574] : INFO : Epoch 1923 | loss: 0.0310976 | val_loss: 0.0311149 | Time: 2006.3 ms
[2022-04-19 08:59:42 main:574] : INFO : Epoch 1924 | loss: 0.0310966 | val_loss: 0.031113 | Time: 2038.83 ms
[2022-04-19 08:59:44 main:574] : INFO : Epoch 1925 | loss: 0.0310944 | val_loss: 0.0311153 | Time: 2014.17 ms
[2022-04-19 08:59:46 main:574] : INFO : Epoch 1926 | loss: 0.0310942 | val_loss: 0.0311113 | Time: 2024.76 ms
[2022-04-19 08:59:48 main:574] : INFO : Epoch 1927 | loss: 0.0310958 | val_loss: 0.0311117 | Time: 2037 ms
[2022-04-19 08:59:50 main:574] : INFO : Epoch 1928 | loss: 0.0310937 | val_loss: 0.031111 | Time: 2029.62 ms
[2022-04-19 08:59:52 main:574] : INFO : Epoch 1929 | loss: 0.0310933 | val_loss: 0.0311152 | Time: 2065.69 ms
[2022-04-19 08:59:54 main:574] : INFO : Epoch 1930 | loss: 0.0310915 | val_loss: 0.0311104 | Time: 1999.02 ms
[2022-04-19 08:59:56 main:574] : INFO : Epoch 1931 | loss: 0.0310911 | val_loss: 0.0311083 | Time: 2013.31 ms
[2022-04-19 08:59:58 main:574] : INFO : Epoch 1932 | loss: 0.0310941 | val_loss: 0.031106 | Time: 2033.92 ms
[2022-04-19 09:00:00 main:574] : INFO : Epoch 1933 | loss: 0.0310934 | val_loss: 0.0311093 | Time: 2012.22 ms
[2022-04-19 09:00:02 main:574] : INFO : Epoch 1934 | loss: 0.0310967 | val_loss: 0.0311079 | Time: 2040.64 ms
[2022-04-19 09:00:04 main:574] : INFO : Epoch 1935 | loss: 0.0310956 | val_loss: 0.0311064 | Time: 2057.52 ms
[2022-04-19 09:00:06 main:574] : INFO : Epoch 1936 | loss: 0.0310913 | val_loss: 0.031107 | Time: 2002.13 ms
[2022-04-19 09:00:08 main:574] : INFO : Epoch 1937 | loss: 0.0310881 | val_loss: 0.0311034 | Time: 2029.14 ms
[2022-04-19 09:00:11 main:574] : INFO : Epoch 1938 | loss: 0.0310869 | val_loss: 0.0311 | Time: 2050.55 ms
[2022-04-19 09:00:13 main:574] : INFO : Epoch 1939 | loss: 0.0310861 | val_loss: 0.0311004 | Time: 2023.88 ms
[2022-04-19 09:00:15 main:574] : INFO : Epoch 1940 | loss: 0.0310878 | val_loss: 0.0311049 | Time: 1988.48 ms
[2022-04-19 09:00:17 main:574] : INFO : Epoch 1941 | loss: 0.0310863 | val_loss: 0.0310974 | Time: 2030.32 ms
[2022-04-19 09:00:19 main:574] : INFO : Epoch 1942 | loss: 0.0310839 | val_loss: 0.0310936 | Time: 2011.81 ms
[2022-04-19 09:00:21 main:574] : INFO : Epoch 1943 | loss: 0.0310821 | val_loss: 0.0310983 | Time: 2034.27 ms
[2022-04-19 09:00:23 main:574] : INFO : Epoch 1944 | loss: 0.0310814 | val_loss: 0.0310949 | Time: 2010.11 ms
[2022-04-19 09:00:25 main:574] : INFO : Epoch 1945 | loss: 0.0310857 | val_loss: 0.0310935 | Time: 2017.98 ms
[2022-04-19 09:00:27 main:574] : INFO : Epoch 1946 | loss: 0.0310824 | val_loss: 0.0310913 | Time: 2040.34 ms
[2022-04-19 09:00:29 main:574] : INFO : Epoch 1947 | loss: 0.0310805 | val_loss: 0.0310915 | Time: 2008.53 ms
[2022-04-19 09:00:31 main:574] : INFO : Epoch 1948 | loss: 0.0310813 | val_loss: 0.0310952 | Time: 2015.94 ms
[2022-04-19 09:00:33 main:574] : INFO : Epoch 1949 | loss: 0.0310905 | val_loss: 0.0311037 | Time: 2018.04 ms
[2022-04-19 09:00:35 main:574] : INFO : Epoch 1950 | loss: 0.0310892 | val_loss: 0.0310958 | Time: 2032.02 ms
[2022-04-19 09:00:37 main:574] : INFO : Epoch 1951 | loss: 0.0310836 | val_loss: 0.0310898 | Time: 2050.83 ms
[2022-04-19 09:00:39 main:574] : INFO : Epoch 1952 | loss: 0.0310797 | val_loss: 0.031087 | Time: 2005.87 ms
[2022-04-19 09:00:41 main:574] : INFO : Epoch 1953 | loss: 0.0310763 | val_loss: 0.0310868 | Time: 1979.17 ms
[2022-04-19 09:00:44 main:574] : INFO : Epoch 1954 | loss: 0.0310751 | val_loss: 0.0310822 | Time: 2023.27 ms
[2022-04-19 09:00:46 main:574] : INFO : Epoch 1955 | loss: 0.0310704 | val_loss: 0.0310843 | Time: 2009.94 ms
[2022-04-19 09:00:48 main:574] : INFO : Epoch 1956 | loss: 0.0310725 | val_loss: 0.0310879 | Time: 2004.67 ms
[2022-04-19 09:00:50 main:574] : INFO : Epoch 1957 | loss: 0.0310686 | val_loss: 0.0310752 | Time: 2008.9 ms
[2022-04-19 09:00:52 main:574] : INFO : Epoch 1958 | loss: 0.0310641 | val_loss: 0.0310746 | Time: 2002.18 ms
[2022-04-19 09:00:54 main:574] : INFO : Epoch 1959 | loss: 0.0310619 | val_loss: 0.0310752 | Time: 2028.97 ms
[2022-04-19 09:00:56 main:574] : INFO : Epoch 1960 | loss: 0.0310596 | val_loss: 0.0310742 | Time: 2034.8 ms
[2022-04-19 09:00:58 main:574] : INFO : Epoch 1961 | loss: 0.031058 | val_loss: 0.0310743 | Time: 2025.07 ms
[2022-04-19 09:01:00 main:574] : INFO : Epoch 1962 | loss: 0.0310567 | val_loss: 0.0310726 | Time: 2103.5 ms
[2022-04-19 09:01:02 main:574] : INFO : Epoch 1963 | loss: 0.0310548 | val_loss: 0.0310669 | Time: 2034.87 ms
[2022-04-19 09:01:04 main:574] : INFO : Epoch 1964 | loss: 0.0310537 | val_loss: 0.0310667 | Time: 2023.66 ms
[2022-04-19 09:01:06 main:574] : INFO : Epoch 1965 | loss: 0.031053 | val_loss: 0.0310701 | Time: 2062.7 ms
[2022-04-19 09:01:08 main:574] : INFO : Epoch 1966 | loss: 0.0310516 | val_loss: 0.0310699 | Time: 2035.88 ms
[2022-04-19 09:01:10 main:574] : INFO : Epoch 1967 | loss: 0.0310525 | val_loss: 0.0310671 | Time: 2034.92 ms
[2022-04-19 09:01:13 main:574] : INFO : Epoch 1968 | loss: 0.0310516 | val_loss: 0.0310668 | Time: 2052.18 ms
[2022-04-19 09:01:15 main:574] : INFO : Epoch 1969 | loss: 0.0310507 | val_loss: 0.031066 | Time: 2033.19 ms
[2022-04-19 09:01:17 main:574] : INFO : Epoch 1970 | loss: 0.031054 | val_loss: 0.0310716 | Time: 2003.37 ms
[2022-04-19 09:01:19 main:574] : INFO : Epoch 1971 | loss: 0.0312405 | val_loss: 0.0325953 | Time: 2033.62 ms
[2022-04-19 09:01:21 main:574] : INFO : Epoch 1972 | loss: 0.0338179 | val_loss: 0.0317883 | Time: 2029.32 ms
[2022-04-19 09:01:23 main:574] : INFO : Epoch 1973 | loss: 0.0312971 | val_loss: 0.0311419 | Time: 2007.37 ms
[2022-04-19 09:01:25 main:574] : INFO : Epoch 1974 | loss: 0.0310912 | val_loss: 0.0310759 | Time: 2027.23 ms
[2022-04-19 09:01:27 main:574] : INFO : Epoch 1975 | loss: 0.0310547 | val_loss: 0.0310527 | Time: 2023.86 ms
[2022-04-19 09:01:29 main:574] : INFO : Epoch 1976 | loss: 0.0310429 | val_loss: 0.0310446 | Time: 2016.82 ms
[2022-04-19 09:01:31 main:574] : INFO : Epoch 1977 | loss: 0.0310365 | val_loss: 0.0310476 | Time: 2054.17 ms
[2022-04-19 09:01:33 main:574] : INFO : Epoch 1978 | loss: 0.0310411 | val_loss: 0.031055 | Time: 2010.21 ms
[2022-04-19 09:01:36 main:574] : INFO : Epoch 1979 | loss: 0.0310496 | val_loss: 0.0310504 | Time: 2026.62 ms
[2022-04-19 09:01:38 main:574] : INFO : Epoch 1980 | loss: 0.0310398 | val_loss: 0.0310414 | Time: 2028.24 ms
[2022-04-19 09:01:40 main:574] : INFO : Epoch 1981 | loss: 0.0310553 | val_loss: 0.0310607 | Time: 2028.4 ms
[2022-04-19 09:01:42 main:574] : INFO : Epoch 1982 | loss: 0.0310477 | val_loss: 0.0310458 | Time: 2053.7 ms
[2022-04-19 09:01:44 main:574] : INFO : Epoch 1983 | loss: 0.0310546 | val_loss: 0.0310584 | Time: 2029.11 ms
[2022-04-19 09:01:46 main:574] : INFO : Epoch 1984 | loss: 0.0310458 | val_loss: 0.0310554 | Time: 2056.46 ms
[2022-04-19 09:01:48 main:574] : INFO : Epoch 1985 | loss: 0.0310596 | val_loss: 0.031046 | Time: 2047.76 ms
[2022-04-19 09:01:50 main:574] : INFO : Epoch 1986 | loss: 0.0310427 | val_loss: 0.0310378 | Time: 1999.48 ms
[2022-04-19 09:01:52 main:574] : INFO : Epoch 1987 | loss: 0.0310331 | val_loss: 0.031037 | Time: 2027.56 ms
[2022-04-19 09:01:54 main:574] : INFO : Epoch 1988 | loss: 0.0310481 | val_loss: 0.0310517 | Time: 1995.55 ms
[2022-04-19 09:01:56 main:574] : INFO : Epoch 1989 | loss: 0.0310413 | val_loss: 0.0310325 | Time: 2042.46 ms
[2022-04-19 09:01:59 main:574] : INFO : Epoch 1990 | loss: 0.0310283 | val_loss: 0.0310303 | Time: 2040.95 ms
[2022-04-19 09:02:01 main:574] : INFO : Epoch 1991 | loss: 0.0310297 | val_loss: 0.0310369 | Time: 2043.88 ms
[2022-04-19 09:02:03 main:574] : INFO : Epoch 1992 | loss: 0.0310222 | val_loss: 0.0310428 | Time: 2028.45 ms
[2022-04-19 09:02:05 main:574] : INFO : Epoch 1993 | loss: 0.0310646 | val_loss: 0.0310655 | Time: 2022.83 ms
[2022-04-19 09:02:07 main:574] : INFO : Epoch 1994 | loss: 0.0310448 | val_loss: 0.0310493 | Time: 2049.03 ms
[2022-04-19 09:02:09 main:574] : INFO : Epoch 1995 | loss: 0.0310367 | val_loss: 0.031041 | Time: 2028.6 ms
[2022-04-19 09:02:11 main:574] : INFO : Epoch 1996 | loss: 0.0310429 | val_loss: 0.0310853 | Time: 2044.52 ms
[2022-04-19 09:02:13 main:574] : INFO : Epoch 1997 | loss: 0.0311515 | val_loss: 0.0311773 | Time: 2032.55 ms
[2022-04-19 09:02:15 main:574] : INFO : Epoch 1998 | loss: 0.0311602 | val_loss: 0.0311472 | Time: 2091.38 ms
[2022-04-19 09:02:17 main:574] : INFO : Epoch 1999 | loss: 0.0311285 | val_loss: 0.0311156 | Time: 2062.95 ms
[2022-04-19 09:02:19 main:574] : INFO : Epoch 2000 | loss: 0.0311097 | val_loss: 0.0311109 | Time: 2050.75 ms
[2022-04-19 09:02:22 main:574] : INFO : Epoch 2001 | loss: 0.0311104 | val_loss: 0.0311113 | Time: 2039.24 ms
[2022-04-19 09:02:24 main:574] : INFO : Epoch 2002 | loss: 0.0311047 | val_loss: 0.0311147 | Time: 2062.23 ms
[2022-04-19 09:02:26 main:574] : INFO : Epoch 2003 | loss: 0.0310989 | val_loss: 0.0311085 | Time: 2064.27 ms
[2022-04-19 09:02:28 main:574] : INFO : Epoch 2004 | loss: 0.0310865 | val_loss: 0.0310963 | Time: 2039.11 ms
[2022-04-19 09:02:30 main:574] : INFO : Epoch 2005 | loss: 0.0310779 | val_loss: 0.0310889 | Time: 2040.36 ms
[2022-04-19 09:02:32 main:574] : INFO : Epoch 2006 | loss: 0.0310783 | val_loss: 0.0311007 | Time: 2042.92 ms
[2022-04-19 09:02:34 main:574] : INFO : Epoch 2007 | loss: 0.0311152 | val_loss: 0.031135 | Time: 2021.84 ms
[2022-04-19 09:02:37 main:574] : INFO : Epoch 2008 | loss: 0.0311194 | val_loss: 0.0311345 | Time: 2044.76 ms
[2022-04-19 09:02:39 main:574] : INFO : Epoch 2009 | loss: 0.0311104 | val_loss: 0.0311249 | Time: 2050.25 ms
[2022-04-19 09:02:41 main:574] : INFO : Epoch 2010 | loss: 0.0311202 | val_loss: 0.0311588 | Time: 2045.58 ms
[2022-04-19 09:02:43 main:574] : INFO : Epoch 2011 | loss: 0.0311597 | val_loss: 0.0311635 | Time: 1968.88 ms
[2022-04-19 09:02:45 main:574] : INFO : Epoch 2012 | loss: 0.0311508 | val_loss: 0.0311449 | Time: 2048.25 ms
[2022-04-19 09:02:47 main:574] : INFO : Epoch 2013 | loss: 0.0311318 | val_loss: 0.0311375 | Time: 2043.54 ms
[2022-04-19 09:02:49 main:574] : INFO : Epoch 2014 | loss: 0.0311215 | val_loss: 0.0311259 | Time: 2017.49 ms
[2022-04-19 09:02:51 main:574] : INFO : Epoch 2015 | loss: 0.0311116 | val_loss: 0.0311194 | Time: 2047.13 ms
[2022-04-19 09:02:53 main:574] : INFO : Epoch 2016 | loss: 0.0311052 | val_loss: 0.0311143 | Time: 2036.63 ms
[2022-04-19 09:02:55 main:574] : INFO : Epoch 2017 | loss: 0.031102 | val_loss: 0.0311094 | Time: 2029.97 ms
[2022-04-19 09:02:57 main:574] : INFO : Epoch 2018 | loss: 0.0310945 | val_loss: 0.0311068 | Time: 2022.04 ms
[2022-04-19 09:02:59 main:574] : INFO : Epoch 2019 | loss: 0.0310919 | val_loss: 0.031101 | Time: 2002.59 ms
[2022-04-19 09:03:01 main:574] : INFO : Epoch 2020 | loss: 0.0310882 | val_loss: 0.0311072 | Time: 2027.76 ms
[2022-04-19 09:03:04 main:574] : INFO : Epoch 2021 | loss: 0.0310914 | val_loss: 0.0311009 | Time: 2038.04 ms
[2022-04-19 09:03:06 main:574] : INFO : Epoch 2022 | loss: 0.0310818 | val_loss: 0.0310997 | Time: 2016.34 ms
[2022-04-19 09:03:08 main:574] : INFO : Epoch 2023 | loss: 0.0310758 | val_loss: 0.0310934 | Time: 2022.65 ms
[2022-04-19 09:03:10 main:574] : INFO : Epoch 2024 | loss: 0.0310719 | val_loss: 0.0310903 | Time: 2027.61 ms
[2022-04-19 09:03:12 main:574] : INFO : Epoch 2025 | loss: 0.031072 | val_loss: 0.0310902 | Time: 2024.68 ms
[2022-04-19 09:03:14 main:574] : INFO : Epoch 2026 | loss: 0.0310738 | val_loss: 0.0310885 | Time: 2033.62 ms
[2022-04-19 09:03:16 main:574] : INFO : Epoch 2027 | loss: 0.0310676 | val_loss: 0.0310815 | Time: 2041.05 ms
[2022-04-19 09:03:18 main:574] : INFO : Epoch 2028 | loss: 0.0310621 | val_loss: 0.0310746 | Time: 2037.86 ms
[2022-04-19 09:03:20 main:574] : INFO : Epoch 2029 | loss: 0.0310577 | val_loss: 0.0310665 | Time: 2038.84 ms
[2022-04-19 09:03:22 main:574] : INFO : Epoch 2030 | loss: 0.0310554 | val_loss: 0.0310632 | Time: 2011.6 ms
[2022-04-19 09:03:24 main:574] : INFO : Epoch 2031 | loss: 0.0310523 | val_loss: 0.0310603 | Time: 2003.52 ms
[2022-04-19 09:03:26 main:574] : INFO : Epoch 2032 | loss: 0.031056 | val_loss: 0.0310665 | Time: 2041.25 ms
[2022-04-19 09:03:28 main:574] : INFO : Epoch 2033 | loss: 0.0310515 | val_loss: 0.0310546 | Time: 1935.68 ms
[2022-04-19 09:03:30 main:574] : INFO : Epoch 2034 | loss: 0.0310485 | val_loss: 0.0310504 | Time: 2058.93 ms
[2022-04-19 09:03:32 main:574] : INFO : Epoch 2035 | loss: 0.0310471 | val_loss: 0.0310494 | Time: 2025.26 ms
[2022-04-19 09:03:35 main:574] : INFO : Epoch 2036 | loss: 0.0310412 | val_loss: 0.0310442 | Time: 2031.42 ms
[2022-04-19 09:03:37 main:574] : INFO : Epoch 2037 | loss: 0.0310362 | val_loss: 0.0310406 | Time: 2043.2 ms
[2022-04-19 09:03:39 main:574] : INFO : Epoch 2038 | loss: 0.0310324 | val_loss: 0.0310364 | Time: 2030.38 ms
[2022-04-19 09:03:41 main:574] : INFO : Epoch 2039 | loss: 0.031028 | val_loss: 0.0310367 | Time: 2044.38 ms
[2022-04-19 09:03:43 main:574] : INFO : Epoch 2040 | loss: 0.0310381 | val_loss: 0.031042 | Time: 2033.67 ms
[2022-04-19 09:03:45 main:574] : INFO : Epoch 2041 | loss: 0.0310333 | val_loss: 0.0310377 | Time: 1988.78 ms
[2022-04-19 09:03:47 main:574] : INFO : Epoch 2042 | loss: 0.0310265 | val_loss: 0.0310358 | Time: 2031.3 ms
[2022-04-19 09:03:49 main:574] : INFO : Epoch 2043 | loss: 0.0310249 | val_loss: 0.0310337 | Time: 2012.58 ms
[2022-04-19 09:03:51 main:574] : INFO : Epoch 2044 | loss: 0.0310282 | val_loss: 0.0310378 | Time: 2008.83 ms
[2022-04-19 09:03:53 main:574] : INFO : Epoch 2045 | loss: 0.0310341 | val_loss: 0.0310328 | Time: 1999.12 ms
[2022-04-19 09:03:55 main:574] : INFO : Epoch 2046 | loss: 0.0310293 | val_loss: 0.0310299 | Time: 2026.61 ms
[2022-04-19 09:03:57 main:574] : INFO : Epoch 2047 | loss: 0.0310215 | val_loss: 0.0310209 | Time: 2012.78 ms
[2022-04-19 09:03:59 main:574] : INFO : Epoch 2048 | loss: 0.0310209 | val_loss: 0.0310264 | Time: 2034.11 ms
[2022-04-19 09:03:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310264
[2022-04-19 09:03:59 main:603] : INFO : Saving end state to config to file
[2022-04-19 09:03:59 main:608] : INFO : Success, exiting..
09:04:00 (21652): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)