Task 5199334
| Name | ParityMachine-1619579026-15835-1_2 |
| Workunit | 3083440 |
| Created | 17 May 2021, 5:39:02 UTC |
| Sent | 17 May 2021, 6:05:10 UTC |
| Report deadline | 24 May 2021, 6:05:10 UTC |
| Received | 17 May 2021, 15:53:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 13 min 53 sec |
| CPU time | 1 hours 10 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311784 | val_loss: 0.0311788 | Time: 2005.43 ms [2021-05-17 22:16:47 main:574] : INFO : Epoch 1543 | loss: 0.0311782 | val_loss: 0.0311834 | Time: 2009.49 ms [2021-05-17 22:16:49 main:574] : INFO : Epoch 1544 | loss: 0.0311783 | val_loss: 0.0311786 | Time: 2017.8 ms [2021-05-17 22:16:51 main:574] : INFO : Epoch 1545 | loss: 0.0311773 | val_loss: 0.0311772 | Time: 2030.53 ms [2021-05-17 22:16:53 main:574] : INFO : Epoch 1546 | loss: 0.0311765 | val_loss: 0.0311808 | Time: 2004.19 ms [2021-05-17 22:16:55 main:574] : INFO : Epoch 1547 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 2019.21 ms [2021-05-17 22:16:58 main:574] : INFO : Epoch 1548 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 2003.5 ms [2021-05-17 22:17:00 main:574] : INFO : Epoch 1549 | loss: 0.0311767 | val_loss: 0.0311784 | Time: 2004.59 ms [2021-05-17 22:17:02 main:574] : INFO : Epoch 1550 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 2018.9 ms [2021-05-17 22:17:04 main:574] : INFO : Epoch 1551 | loss: 0.0311766 | val_loss: 0.0311774 | Time: 2027.02 ms [2021-05-17 22:17:06 main:574] : INFO : Epoch 1552 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 2029.19 ms [2021-05-17 22:17:08 main:574] : INFO : Epoch 1553 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 2010.78 ms [2021-05-17 22:17:10 main:574] : INFO : Epoch 1554 | loss: 0.0311757 | val_loss: 0.0311841 | Time: 2028.84 ms [2021-05-17 22:17:12 main:574] : INFO : Epoch 1555 | loss: 0.031176 | val_loss: 0.0311783 | Time: 2004.72 ms [2021-05-17 22:17:14 main:574] : INFO : Epoch 1556 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 2020.76 ms [2021-05-17 22:17:16 main:574] : INFO : Epoch 1557 | loss: 0.0311757 | val_loss: 0.031177 | Time: 2023.6 ms [2021-05-17 22:17:19 main:574] : INFO : Epoch 1558 | loss: 0.03118 | val_loss: 0.0311815 | Time: 2008.96 ms [2021-05-17 22:17:21 main:574] : INFO : Epoch 1559 | loss: 0.0311792 | val_loss: 0.0311765 | Time: 2021.26 ms [2021-05-17 22:17:23 main:574] : INFO : Epoch 1560 | loss: 0.0311771 | val_loss: 0.0311769 | Time: 2016.35 ms [2021-05-17 22:17:25 main:574] : INFO : Epoch 1561 | loss: 0.0311754 | val_loss: 0.0311766 | Time: 2023.53 ms [2021-05-17 22:17:27 main:574] : INFO : Epoch 1562 | loss: 0.0311756 | val_loss: 0.0311764 | Time: 2010.13 ms [2021-05-17 22:17:29 main:574] : INFO : Epoch 1563 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 2009.08 ms [2021-05-17 22:17:31 main:574] : INFO : Epoch 1564 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 2038.98 ms [2021-05-17 22:17:33 main:574] : INFO : Epoch 1565 | loss: 0.0311784 | val_loss: 0.0311765 | Time: 2002.91 ms [2021-05-17 22:17:35 main:574] : INFO : Epoch 1566 | loss: 0.0311794 | val_loss: 0.031177 | Time: 2025.32 ms [2021-05-17 22:17:37 main:574] : INFO : Epoch 1567 | loss: 0.0311779 | val_loss: 0.0311766 | Time: 2008.23 ms [2021-05-17 22:17:39 main:574] : INFO : Epoch 1568 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 2012.21 ms [2021-05-17 22:17:41 main:574] : INFO : Epoch 1569 | loss: 0.031177 | val_loss: 0.0311802 | Time: 2007.54 ms [2021-05-17 22:17:44 main:574] : INFO : Epoch 1570 | loss: 0.0311791 | val_loss: 0.03119 | Time: 2006.63 ms [2021-05-17 22:17:46 main:574] : INFO : Epoch 1571 | loss: 0.0311789 | val_loss: 0.0311783 | Time: 2020.73 ms [2021-05-17 22:17:48 main:574] : INFO : Epoch 1572 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 2012.52 ms [2021-05-17 22:17:50 main:574] : INFO : Epoch 1573 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 2024.63 ms [2021-05-17 22:17:52 main:574] : INFO : Epoch 1574 | loss: 0.0311809 | val_loss: 0.0311791 | Time: 2011.55 ms [2021-05-17 22:17:54 main:574] : INFO : Epoch 1575 | loss: 0.0311772 | val_loss: 0.0311795 | Time: 2010.11 ms [2021-05-17 22:17:56 main:574] : INFO : Epoch 1576 | loss: 0.0311762 | val_loss: 0.0311781 | Time: 2010.94 ms [2021-05-17 22:17:58 main:574] : INFO : Epoch 1577 | loss: 0.0311755 | val_loss: 0.0311774 | Time: 2005.86 ms [2021-05-17 22:18:00 main:574] : INFO : Epoch 1578 | loss: 0.031176 | val_loss: 0.0311842 | Time: 2029.07 ms [2021-05-17 22:18:02 main:574] : INFO : Epoch 1579 | loss: 0.0311785 | val_loss: 0.0311845 | Time: 2028.63 ms [2021-05-17 22:18:04 main:574] : INFO : Epoch 1580 | loss: 0.0311803 | val_loss: 0.0311803 | Time: 2008.17 ms [2021-05-17 22:18:07 main:574] : INFO : Epoch 1581 | loss: 0.0311768 | val_loss: 0.0311766 | Time: 2430.49 ms [2021-05-17 22:18:10 main:574] : INFO : Epoch 1582 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 2876.37 ms [2021-05-17 22:18:13 main:574] : INFO : Epoch 1583 | loss: 0.0311765 | val_loss: 0.0311774 | Time: 2835.72 ms [2021-05-17 22:18:15 main:574] : INFO : Epoch 1584 | loss: 0.0311764 | val_loss: 0.0311776 | Time: 2296.08 ms [2021-05-17 22:18:18 main:574] : INFO : Epoch 1585 | loss: 0.0311753 | val_loss: 0.0311765 | Time: 2807.46 ms [2021-05-17 22:18:21 main:574] : INFO : Epoch 1586 | loss: 0.0311749 | val_loss: 0.0311767 | Time: 2942.7 ms [2021-05-17 22:18:24 main:574] : INFO : Epoch 1587 | loss: 0.0311754 | val_loss: 0.0311771 | Time: 2992.29 ms [2021-05-17 22:18:27 main:574] : INFO : Epoch 1588 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 2971.1 ms [2021-05-17 22:18:30 main:574] : INFO : Epoch 1589 | loss: 0.0311756 | val_loss: 0.0311764 | Time: 2805.96 ms [2021-05-17 22:18:33 main:574] : INFO : Epoch 1590 | loss: 0.031175 | val_loss: 0.031178 | Time: 2859.98 ms [2021-05-17 22:18:36 main:574] : INFO : Epoch 1591 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 2663.41 ms [2021-05-17 22:18:38 main:574] : INFO : Epoch 1592 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 2095.59 ms [2021-05-17 22:18:40 main:574] : INFO : Epoch 1593 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 2019.95 ms [2021-05-17 22:18:42 main:574] : INFO : Epoch 1594 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 2018.87 ms [2021-05-17 22:18:44 main:574] : INFO : Epoch 1595 | loss: 0.0311753 | val_loss: 0.0311799 | Time: 2005.97 ms [2021-05-17 22:18:46 main:574] : INFO : Epoch 1596 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 2021.3 ms [2021-05-17 22:18:48 main:574] : INFO : Epoch 1597 | loss: 0.031176 | val_loss: 0.0311807 | Time: 2009.95 ms [2021-05-17 22:18:50 main:574] : INFO : Epoch 1598 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 2026.59 ms [2021-05-17 22:18:52 main:574] : INFO : Epoch 1599 | loss: 0.0311754 | val_loss: 0.0311758 | Time: 2000.37 ms [2021-05-17 22:18:54 main:574] : INFO : Epoch 1600 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 2016.33 ms [2021-05-17 22:18:57 main:574] : INFO : Epoch 1601 | loss: 0.0311759 | val_loss: 0.0311772 | Time: 2019.46 ms [2021-05-17 22:18:59 main:574] : INFO : Epoch 1602 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 2006.6 ms [2021-05-17 22:19:01 main:574] : INFO : Epoch 1603 | loss: 0.031176 | val_loss: 0.0311796 | Time: 2016.58 ms [2021-05-17 22:19:03 main:574] : INFO : Epoch 1604 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 2018.51 ms [2021-05-17 22:19:05 main:574] : INFO : Epoch 1605 | loss: 0.0311754 | val_loss: 0.0311768 | Time: 2022.02 ms [2021-05-17 22:19:07 main:574] : INFO : Epoch 1606 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 2008.56 ms [2021-05-17 22:19:09 main:574] : INFO : Epoch 1607 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 2003.1 ms [2021-05-17 22:19:11 main:574] : INFO : Epoch 1608 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 2021.82 ms [2021-05-17 22:19:13 main:574] : INFO : Epoch 1609 | loss: 0.0311746 | val_loss: 0.0311768 | Time: 2028.22 ms [2021-05-17 22:19:15 main:574] : INFO : Epoch 1610 | loss: 0.0311759 | val_loss: 0.0311779 | Time: 2014.68 ms [2021-05-17 22:19:17 main:574] : INFO : Epoch 1611 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 2012.17 ms [2021-05-17 22:19:20 main:574] : INFO : Epoch 1612 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 2010.21 ms [2021-05-17 22:19:22 main:574] : INFO : Epoch 1613 | loss: 0.031177 | val_loss: 0.0311796 | Time: 2019 ms [2021-05-17 22:19:24 main:574] : INFO : Epoch 1614 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 2038.47 ms [2021-05-17 22:19:26 main:574] : INFO : Epoch 1615 | loss: 0.0311766 | val_loss: 0.0311797 | Time: 2020.98 ms [2021-05-17 22:19:28 main:574] : INFO : Epoch 1616 | loss: 0.0311756 | val_loss: 0.0311773 | Time: 2007.57 ms [2021-05-17 22:19:30 main:574] : INFO : Epoch 1617 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 2021.02 ms [2021-05-17 22:19:32 main:574] : INFO : Epoch 1618 | loss: 0.0311742 | val_loss: 0.0311796 | Time: 2013.41 ms [2021-05-17 22:19:34 main:574] : INFO : Epoch 1619 | loss: 0.0311749 | val_loss: 0.0311779 | Time: 2012.9 ms [2021-05-17 22:19:36 main:574] : INFO : Epoch 1620 | loss: 0.0311751 | val_loss: 0.0311781 | Time: 2006.52 ms [2021-05-17 22:19:38 main:574] : INFO : Epoch 1621 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 2010.08 ms [2021-05-17 22:19:40 main:574] : INFO : Epoch 1622 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 2010.8 ms [2021-05-17 22:19:42 main:574] : INFO : Epoch 1623 | loss: 0.0311755 | val_loss: 0.0311827 | Time: 2039.62 ms [2021-05-17 22:19:45 main:574] : INFO : Epoch 1624 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 2030.69 ms [2021-05-17 22:19:47 main:574] : INFO : Epoch 1625 | loss: 0.0311748 | val_loss: 0.0311761 | Time: 2011.82 ms [2021-05-17 22:19:49 main:574] : INFO : Epoch 1626 | loss: 0.0311756 | val_loss: 0.0311825 | Time: 1997.48 ms [2021-05-17 22:19:51 main:574] : INFO : Epoch 1627 | loss: 0.0311765 | val_loss: 0.0311767 | Time: 2003.3 ms [2021-05-17 22:19:53 main:574] : INFO : Epoch 1628 | loss: 0.0311747 | val_loss: 0.0311773 | Time: 2005.07 ms [2021-05-17 22:19:55 main:574] : INFO : Epoch 1629 | loss: 0.0311754 | val_loss: 0.0311775 | Time: 2028.52 ms [2021-05-17 22:19:57 main:574] : INFO : Epoch 1630 | loss: 0.0311752 | val_loss: 0.0311761 | Time: 2024.24 ms [2021-05-17 22:20:00 main:574] : INFO : Epoch 1631 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 2029.87 ms [2021-05-17 22:20:02 main:574] : INFO : Epoch 1632 | loss: 0.0311738 | val_loss: 0.0311768 | Time: 2011.86 ms [2021-05-17 22:20:04 main:574] : INFO : Epoch 1633 | loss: 0.0311737 | val_loss: 0.0311768 | Time: 2017.29 ms [2021-05-17 22:20:06 main:574] : INFO : Epoch 1634 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 2026.39 ms [2021-05-17 22:20:08 main:574] : INFO : Epoch 1635 | loss: 0.0311753 | val_loss: 0.031182 | Time: 2020.79 ms [2021-05-17 22:20:10 main:574] : INFO : Epoch 1636 | loss: 0.0311746 | val_loss: 0.0311789 | Time: 2019.94 ms [2021-05-17 22:20:12 main:574] : INFO : Epoch 1637 | loss: 0.0311741 | val_loss: 0.0311764 | Time: 2010.78 ms [2021-05-17 22:20:14 main:574] : INFO : Epoch 1638 | loss: 0.031174 | val_loss: 0.0311777 | Time: 2006.74 ms [2021-05-17 22:20:16 main:574] : INFO : Epoch 1639 | loss: 0.0311742 | val_loss: 0.0311796 | Time: 2003.3 ms [2021-05-17 22:20:18 main:574] : INFO : Epoch 1640 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 1999.18 ms [2021-05-17 22:20:20 main:574] : INFO : Epoch 1641 | loss: 0.0311735 | val_loss: 0.0311774 | Time: 2002.78 ms [2021-05-17 22:20:23 main:574] : INFO : Epoch 1642 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 2006.71 ms [2021-05-17 22:20:25 main:574] : INFO : Epoch 1643 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 2019.53 ms [2021-05-17 22:20:27 main:574] : INFO : Epoch 1644 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 2004.65 ms [2021-05-17 22:20:29 main:574] : INFO : Epoch 1645 | loss: 0.0311753 | val_loss: 0.0311845 | Time: 2033.51 ms [2021-05-17 22:20:31 main:574] : INFO : Epoch 1646 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 2025.99 ms [2021-05-17 22:20:33 main:574] : INFO : Epoch 1647 | loss: 0.0311744 | val_loss: 0.0311776 | Time: 2028.23 ms [2021-05-17 22:20:35 main:574] : INFO : Epoch 1648 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 2002.84 ms [2021-05-17 22:20:37 main:574] : INFO : Epoch 1649 | loss: 0.0311743 | val_loss: 0.0311822 | Time: 2018.17 ms [2021-05-17 22:20:39 main:574] : INFO : Epoch 1650 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 2019.27 ms [2021-05-17 22:20:41 main:574] : INFO : Epoch 1651 | loss: 0.0311732 | val_loss: 0.0311768 | Time: 2044.99 ms [2021-05-17 22:20:43 main:574] : INFO : Epoch 1652 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 1998.08 ms [2021-05-17 22:20:45 main:574] : INFO : Epoch 1653 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 1998.66 ms [2021-05-17 22:20:48 main:574] : INFO : Epoch 1654 | loss: 0.0311738 | val_loss: 0.0311764 | Time: 2006.12 ms [2021-05-17 22:20:50 main:574] : INFO : Epoch 1655 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 2010.42 ms [2021-05-17 22:20:52 main:574] : INFO : Epoch 1656 | loss: 0.0311765 | val_loss: 0.0311778 | Time: 2009.65 ms [2021-05-17 22:20:54 main:574] : INFO : Epoch 1657 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 2000.34 ms [2021-05-17 22:20:56 main:574] : INFO : Epoch 1658 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 2033.26 ms [2021-05-17 22:20:58 main:574] : INFO : Epoch 1659 | loss: 0.0311769 | val_loss: 0.031178 | Time: 2000.15 ms [2021-05-17 22:21:00 main:574] : INFO : Epoch 1660 | loss: 0.0311739 | val_loss: 0.0311764 | Time: 2001.82 ms [2021-05-17 22:21:02 main:574] : INFO : Epoch 1661 | loss: 0.031175 | val_loss: 0.0311789 | Time: 2002.35 ms [2021-05-17 22:21:04 main:574] : INFO : Epoch 1662 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 2010.02 ms [2021-05-17 22:21:06 main:574] : INFO : Epoch 1663 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 2006.09 ms [2021-05-17 22:21:08 main:574] : INFO : Epoch 1664 | loss: 0.0311745 | val_loss: 0.031177 | Time: 2030.05 ms [2021-05-17 22:21:10 main:574] : INFO : Epoch 1665 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 2011.72 ms [2021-05-17 22:21:12 main:574] : INFO : Epoch 1666 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 2003.94 ms [2021-05-17 22:21:15 main:574] : INFO : Epoch 1667 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 2024.09 ms [2021-05-17 22:21:17 main:574] : INFO : Epoch 1668 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 2008.37 ms [2021-05-17 22:21:19 main:574] : INFO : Epoch 1669 | loss: 0.0311716 | val_loss: 0.0311784 | Time: 1992.44 ms [2021-05-17 22:21:21 main:574] : INFO : Epoch 1670 | loss: 0.0311729 | val_loss: 0.031177 | Time: 2010.04 ms [2021-05-17 22:21:23 main:574] : INFO : Epoch 1671 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 2008.99 ms [2021-05-17 22:21:25 main:574] : INFO : Epoch 1672 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 2028.95 ms [2021-05-17 22:21:27 main:574] : INFO : Epoch 1673 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 2019.03 ms [2021-05-17 22:21:29 main:574] : INFO : Epoch 1674 | loss: 0.0311796 | val_loss: 0.0311884 | Time: 1997.94 ms [2021-05-17 22:21:31 main:574] : INFO : Epoch 1675 | loss: 0.0311805 | val_loss: 0.0311872 | Time: 2035.16 ms [2021-05-17 22:21:33 main:574] : INFO : Epoch 1676 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 2023.3 ms [2021-05-17 22:21:35 main:574] : INFO : Epoch 1677 | loss: 0.0311759 | val_loss: 0.0311768 | Time: 2011.41 ms [2021-05-17 22:21:38 main:574] : INFO : Epoch 1678 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 2022.85 ms [2021-05-17 22:21:40 main:574] : INFO : Epoch 1679 | loss: 0.0311732 | val_loss: 0.0311771 | Time: 2028.77 ms [2021-05-17 22:21:42 main:574] : INFO : Epoch 1680 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 2025.3 ms [2021-05-17 22:21:44 main:574] : INFO : Epoch 1681 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 2026.03 ms [2021-05-17 22:21:46 main:574] : INFO : Epoch 1682 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 2007.93 ms [2021-05-17 22:21:48 main:574] : INFO : Epoch 1683 | loss: 0.0311742 | val_loss: 0.0311778 | Time: 2011.94 ms [2021-05-17 22:21:50 main:574] : INFO : Epoch 1684 | loss: 0.0311771 | val_loss: 0.0311782 | Time: 2027.16 ms [2021-05-17 22:21:52 main:574] : INFO : Epoch 1685 | loss: 0.0311739 | val_loss: 0.031179 | Time: 1993.68 ms [2021-05-17 22:21:54 main:574] : INFO : Epoch 1686 | loss: 0.031174 | val_loss: 0.0311762 | Time: 2020.52 ms [2021-05-17 22:21:56 main:574] : INFO : Epoch 1687 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 2025.21 ms [2021-05-17 22:21:58 main:574] : INFO : Epoch 1688 | loss: 0.0311743 | val_loss: 0.0311772 | Time: 2008.83 ms [2021-05-17 22:22:00 main:574] : INFO : Epoch 1689 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 1995.06 ms [2021-05-17 22:22:03 main:574] : INFO : Epoch 1690 | loss: 0.0311732 | val_loss: 0.0311771 | Time: 2015.02 ms [2021-05-17 22:22:05 main:574] : INFO : Epoch 1691 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 2016.77 ms [2021-05-17 22:22:07 main:574] : INFO : Epoch 1692 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 2025.02 ms [2021-05-17 22:22:09 main:574] : INFO : Epoch 1693 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 2007.65 ms [2021-05-17 22:22:11 main:574] : INFO : Epoch 1694 | loss: 0.0311725 | val_loss: 0.0311783 | Time: 2023.51 ms [2021-05-17 22:22:13 main:574] : INFO : Epoch 1695 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 2012.26 ms [2021-05-17 22:22:15 main:574] : INFO : Epoch 1696 | loss: 0.031172 | val_loss: 0.0311804 | Time: 2014.15 ms [2021-05-17 22:22:17 main:574] : INFO : Epoch 1697 | loss: 0.0311758 | val_loss: 0.0311779 | Time: 2004.41 ms [2021-05-17 22:22:19 main:574] : INFO : Epoch 1698 | loss: 0.0311734 | val_loss: 0.0311786 | Time: 1990.01 ms [2021-05-17 22:22:21 main:574] : INFO : Epoch 1699 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 2012.58 ms [2021-05-17 22:22:23 main:574] : INFO : Epoch 1700 | loss: 0.031173 | val_loss: 0.0311828 | Time: 2010.03 ms [2021-05-17 22:22:25 main:574] : INFO : Epoch 1701 | loss: 0.0311746 | val_loss: 0.0311819 | Time: 2023.26 ms [2021-05-17 22:22:27 main:574] : INFO : Epoch 1702 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 2011.53 ms [2021-05-17 22:22:30 main:574] : INFO : Epoch 1703 | loss: 0.0311743 | val_loss: 0.0311781 | Time: 2001.76 ms [2021-05-17 22:22:32 main:574] : INFO : Epoch 1704 | loss: 0.0311728 | val_loss: 0.0311787 | Time: 2020.38 ms [2021-05-17 22:22:34 main:574] : INFO : Epoch 1705 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 2010.26 ms [2021-05-17 22:22:36 main:574] : INFO : Epoch 1706 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 2036.87 ms [2021-05-17 22:22:39 main:574] : INFO : Epoch 1707 | loss: 0.031178 | val_loss: 0.0311823 | Time: 3144.73 ms [2021-05-17 22:22:42 main:574] : INFO : Epoch 1708 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 2883.86 ms [2021-05-17 22:22:45 main:574] : INFO : Epoch 1709 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 2704.58 ms [2021-05-17 22:22:47 main:574] : INFO : Epoch 1710 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 2390.37 ms [2021-05-17 22:22:50 main:574] : INFO : Epoch 1711 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 2779.32 ms [2021-05-17 22:22:53 main:574] : INFO : Epoch 1712 | loss: 0.0311738 | val_loss: 0.0311774 | Time: 2918.36 ms [2021-05-17 22:22:56 main:574] : INFO : Epoch 1713 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 2901.92 ms [2021-05-17 22:22:59 main:574] : INFO : Epoch 1714 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 2772.58 ms [2021-05-17 22:23:02 main:574] : INFO : Epoch 1715 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 2902.34 ms [2021-05-17 22:23:05 main:574] : INFO : Epoch 1716 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 2826.82 ms [2021-05-17 22:23:07 main:574] : INFO : Epoch 1717 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 2363 ms [2021-05-17 22:23:09 main:574] : INFO : Epoch 1718 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 2085.46 ms [2021-05-17 22:23:11 main:574] : INFO : Epoch 1719 | loss: 0.0311722 | val_loss: 0.0311777 | Time: 2013.21 ms [2021-05-17 22:23:14 main:574] : INFO : Epoch 1720 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 2017.14 ms [2021-05-17 22:23:16 main:574] : INFO : Epoch 1721 | loss: 0.0311715 | val_loss: 0.031178 | Time: 2024.87 ms [2021-05-17 22:23:18 main:574] : INFO : Epoch 1722 | loss: 0.0311719 | val_loss: 0.0311789 | Time: 2010.33 ms [2021-05-17 22:23:20 main:574] : INFO : Epoch 1723 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 2014.1 ms [2021-05-17 22:23:22 main:574] : INFO : Epoch 1724 | loss: 0.0311723 | val_loss: 0.0311819 | Time: 2027.37 ms [2021-05-17 22:23:24 main:574] : INFO : Epoch 1725 | loss: 0.0311734 | val_loss: 0.0311831 | Time: 2026.98 ms [2021-05-17 22:23:26 main:574] : INFO : Epoch 1726 | loss: 0.0311744 | val_loss: 0.0311856 | Time: 2021.2 ms [2021-05-17 22:23:28 main:574] : INFO : Epoch 1727 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 2029.04 ms [2021-05-17 22:23:31 main:574] : INFO : Epoch 1728 | loss: 0.0311724 | val_loss: 0.0311785 | Time: 2007.62 ms [2021-05-17 22:23:33 main:574] : INFO : Epoch 1729 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 2011.91 ms [2021-05-17 22:23:35 main:574] : INFO : Epoch 1730 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 2013.55 ms [2021-05-17 22:23:37 main:574] : INFO : Epoch 1731 | loss: 0.0311739 | val_loss: 0.0311796 | Time: 2078.23 ms [2021-05-17 22:23:39 main:574] : INFO : Epoch 1732 | loss: 0.031174 | val_loss: 0.0311832 | Time: 2022.82 ms [2021-05-17 22:23:41 main:574] : INFO : Epoch 1733 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 2011.76 ms [2021-05-17 22:23:43 main:574] : INFO : Epoch 1734 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 2008.73 ms [2021-05-17 22:23:45 main:574] : INFO : Epoch 1735 | loss: 0.0311851 | val_loss: 0.031184 | Time: 2032.3 ms [2021-05-17 22:23:47 main:574] : INFO : Epoch 1736 | loss: 0.0311847 | val_loss: 0.0311821 | Time: 2017.71 ms [2021-05-17 22:23:49 main:574] : INFO : Epoch 1737 | loss: 0.031191 | val_loss: 0.031187 | Time: 2026.68 ms [2021-05-17 22:23:51 main:574] : INFO : Epoch 1738 | loss: 0.031193 | val_loss: 0.0311946 | Time: 2005.36 ms [2021-05-17 22:23:53 main:574] : INFO : Epoch 1739 | loss: 0.0311841 | val_loss: 0.0311806 | Time: 2004.83 ms [2021-05-17 22:23:56 main:574] : INFO : Epoch 1740 | loss: 0.0311791 | val_loss: 0.031179 | Time: 2035.84 ms [2021-05-17 22:23:58 main:574] : INFO : Epoch 1741 | loss: 0.0311863 | val_loss: 0.0311904 | Time: 2012.32 ms [2021-05-17 22:24:00 main:574] : INFO : Epoch 1742 | loss: 0.03119 | val_loss: 0.0311893 | Time: 2021.71 ms [2021-05-17 22:24:02 main:574] : INFO : Epoch 1743 | loss: 0.0311907 | val_loss: 0.03119 | Time: 2033.88 ms [2021-05-17 22:24:04 main:574] : INFO : Epoch 1744 | loss: 0.0311911 | val_loss: 0.0311935 | Time: 2016.56 ms [2021-05-17 22:24:06 main:574] : INFO : Epoch 1745 | loss: 0.0311905 | val_loss: 0.0311871 | Time: 2009.12 ms [2021-05-17 22:24:08 main:574] : INFO : Epoch 1746 | loss: 0.0311904 | val_loss: 0.0311901 | Time: 2015.48 ms [2021-05-17 22:24:10 main:574] : INFO : Epoch 1747 | loss: 0.031188 | val_loss: 0.0311877 | Time: 1996.78 ms [2021-05-17 22:24:12 main:574] : INFO : Epoch 1748 | loss: 0.0311871 | val_loss: 0.0311881 | Time: 2001.27 ms [2021-05-17 22:24:14 main:574] : INFO : Epoch 1749 | loss: 0.0311881 | val_loss: 0.0311864 | Time: 2022.33 ms [2021-05-17 22:24:16 main:574] : INFO : Epoch 1750 | loss: 0.0311853 | val_loss: 0.031186 | Time: 2028.72 ms [2021-05-17 22:24:19 main:574] : INFO : Epoch 1751 | loss: 0.0311873 | val_loss: 0.0311882 | Time: 1991.21 ms [2021-05-17 22:24:21 main:574] : INFO : Epoch 1752 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 2026.88 ms [2021-05-17 22:24:23 main:574] : INFO : Epoch 1753 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 2009.43 ms [2021-05-17 22:24:25 main:574] : INFO : Epoch 1754 | loss: 0.0311903 | val_loss: 0.0311888 | Time: 2012.98 ms [2021-05-17 22:24:27 main:574] : INFO : Epoch 1755 | loss: 0.0311882 | val_loss: 0.0311882 | Time: 2022.49 ms [2021-05-17 22:24:29 main:574] : INFO : Epoch 1756 | loss: 0.031188 | val_loss: 0.0311873 | Time: 2021.93 ms [2021-05-17 22:24:31 main:574] : INFO : Epoch 1757 | loss: 0.0311876 | val_loss: 0.0311885 | Time: 2008.82 ms [2021-05-17 22:24:33 main:574] : INFO : Epoch 1758 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 2007.17 ms [2021-05-17 22:24:35 main:574] : INFO : Epoch 1759 | loss: 0.0311844 | val_loss: 0.0311845 | Time: 2012.35 ms [2021-05-17 22:24:37 main:574] : INFO : Epoch 1760 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 2003.8 ms [2021-05-17 22:24:39 main:574] : INFO : Epoch 1761 | loss: 0.031184 | val_loss: 0.0311885 | Time: 2010.17 ms [2021-05-17 22:24:41 main:574] : INFO : Epoch 1762 | loss: 0.0311845 | val_loss: 0.0311854 | Time: 2004.49 ms [2021-05-17 22:24:44 main:574] : INFO : Epoch 1763 | loss: 0.0311835 | val_loss: 0.0311849 | Time: 2031.18 ms [2021-05-17 22:24:46 main:574] : INFO : Epoch 1764 | loss: 0.0311849 | val_loss: 0.0311942 | Time: 2024.6 ms [2021-05-17 22:24:48 main:574] : INFO : Epoch 1765 | loss: 0.031187 | val_loss: 0.0311865 | Time: 2033.5 ms [2021-05-17 22:24:50 main:574] : INFO : Epoch 1766 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 1995.67 ms [2021-05-17 22:24:52 main:574] : INFO : Epoch 1767 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 2036.69 ms [2021-05-17 22:24:54 main:574] : INFO : Epoch 1768 | loss: 0.031185 | val_loss: 0.0311868 | Time: 2009.76 ms [2021-05-17 22:24:56 main:574] : INFO : Epoch 1769 | loss: 0.0311904 | val_loss: 0.0311936 | Time: 2015.77 ms [2021-05-17 22:24:58 main:574] : INFO : Epoch 1770 | loss: 0.031193 | val_loss: 0.0311939 | Time: 2015.19 ms [2021-05-17 22:25:00 main:574] : INFO : Epoch 1771 | loss: 0.0311925 | val_loss: 0.0311945 | Time: 2020.31 ms [2021-05-17 22:25:02 main:574] : INFO : Epoch 1772 | loss: 0.0311921 | val_loss: 0.0311952 | Time: 1994.4 ms [2021-05-17 22:25:04 main:574] : INFO : Epoch 1773 | loss: 0.031192 | val_loss: 0.0311943 | Time: 2016.53 ms [2021-05-17 22:25:07 main:574] : INFO : Epoch 1774 | loss: 0.0311914 | val_loss: 0.0311935 | Time: 2017.21 ms [2021-05-17 22:25:09 main:574] : INFO : Epoch 1775 | loss: 0.0311924 | val_loss: 0.031201 | Time: 2009.75 ms [2021-05-17 22:25:11 main:574] : INFO : Epoch 1776 | loss: 0.0311956 | val_loss: 0.031195 | Time: 2018.8 ms [2021-05-17 22:25:13 main:574] : INFO : Epoch 1777 | loss: 0.0311916 | val_loss: 0.0311907 | Time: 2004.68 ms [2021-05-17 22:25:15 main:574] : INFO : Epoch 1778 | loss: 0.0311938 | val_loss: 0.0311903 | Time: 2011.91 ms [2021-05-17 22:25:17 main:574] : INFO : Epoch 1779 | loss: 0.0311913 | val_loss: 0.0311872 | Time: 2013.51 ms [2021-05-17 22:25:19 main:574] : INFO : Epoch 1780 | loss: 0.0311905 | val_loss: 0.0311889 | Time: 2007.57 ms [2021-05-17 22:25:21 main:574] : INFO : Epoch 1781 | loss: 0.0311916 | val_loss: 0.031188 | Time: 2023.09 ms [2021-05-17 22:25:23 main:574] : INFO : Epoch 1782 | loss: 0.0311927 | val_loss: 0.0311871 | Time: 2011.52 ms [2021-05-17 22:25:25 main:574] : INFO : Epoch 1783 | loss: 0.0311907 | val_loss: 0.0311971 | Time: 2038.98 ms [2021-05-17 22:25:27 main:574] : INFO : Epoch 1784 | loss: 0.0311928 | val_loss: 0.0312394 | Time: 1996.29 ms [2021-05-17 22:25:29 main:574] : INFO : Epoch 1785 | loss: 0.0363556 | val_loss: 0.0582356 | Time: 2012.82 ms [2021-05-17 22:25:32 main:574] : INFO : Epoch 1786 | loss: 0.0818397 | val_loss: 0.0418618 | Time: 2012.86 ms [2021-05-17 22:25:34 main:574] : INFO : Epoch 1787 | loss: 0.0349862 | val_loss: 0.0323073 | Time: 2005.8 ms [2021-05-17 22:25:36 main:574] : INFO : Epoch 1788 | loss: 0.0316413 | val_loss: 0.0313042 | Time: 2007.19 ms [2021-05-17 22:25:38 main:574] : INFO : Epoch 1789 | loss: 0.0312981 | val_loss: 0.0312675 | Time: 2009.03 ms [2021-05-17 22:25:40 main:574] : INFO : Epoch 1790 | loss: 0.0312519 | val_loss: 0.0312409 | Time: 2024.43 ms [2021-05-17 22:25:42 main:574] : INFO : Epoch 1791 | loss: 0.0312291 | val_loss: 0.0312216 | Time: 2016.68 ms [2021-05-17 22:25:44 main:574] : INFO : Epoch 1792 | loss: 0.0312164 | val_loss: 0.0312125 | Time: 2012.31 ms [2021-05-17 22:25:46 main:574] : INFO : Epoch 1793 | loss: 0.0312097 | val_loss: 0.031208 | Time: 2013.69 ms [2021-05-17 22:25:48 main:574] : INFO : Epoch 1794 | loss: 0.0312059 | val_loss: 0.0312065 | Time: 2004.19 ms [2021-05-17 22:25:50 main:574] : INFO : Epoch 1795 | loss: 0.0312031 | val_loss: 0.0312033 | Time: 2018.24 ms [2021-05-17 22:25:52 main:574] : INFO : Epoch 1796 | loss: 0.0312014 | val_loss: 0.0312022 | Time: 2033.22 ms [2021-05-17 22:25:54 main:574] : INFO : Epoch 1797 | loss: 0.0311996 | val_loss: 0.0312009 | Time: 2022.54 ms [2021-05-17 22:25:57 main:574] : INFO : Epoch 1798 | loss: 0.0311984 | val_loss: 0.0311996 | Time: 2033.43 ms [2021-05-17 22:25:59 main:574] : INFO : Epoch 1799 | loss: 0.0311969 | val_loss: 0.0311983 | Time: 2009.37 ms [2021-05-17 22:26:01 main:574] : INFO : Epoch 1800 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 2029.17 ms [2021-05-17 22:26:03 main:574] : INFO : Epoch 1801 | loss: 0.0311947 | val_loss: 0.0311968 | Time: 2005.92 ms [2021-05-17 22:26:05 main:574] : INFO : Epoch 1802 | loss: 0.031195 | val_loss: 0.0311968 | Time: 2029.17 ms [2021-05-17 22:26:07 main:574] : INFO : Epoch 1803 | loss: 0.0311931 | val_loss: 0.0311961 | Time: 2016.94 ms [2021-05-17 22:26:09 main:574] : INFO : Epoch 1804 | loss: 0.0311924 | val_loss: 0.0311937 | Time: 2009.76 ms [2021-05-17 22:26:11 main:574] : INFO : Epoch 1805 | loss: 0.0311916 | val_loss: 0.0311933 | Time: 2022.1 ms [2021-05-17 22:26:13 main:574] : INFO : Epoch 1806 | loss: 0.0311912 | val_loss: 0.0311939 | Time: 2030.77 ms [2021-05-17 22:26:15 main:574] : INFO : Epoch 1807 | loss: 0.0311913 | val_loss: 0.0311942 | Time: 2007.2 ms [2021-05-17 22:26:17 main:574] : INFO : Epoch 1808 | loss: 0.0311909 | val_loss: 0.0311932 | Time: 2008.28 ms [2021-05-17 22:26:20 main:574] : INFO : Epoch 1809 | loss: 0.0311908 | val_loss: 0.0311929 | Time: 2008.72 ms [2021-05-17 22:26:22 main:574] : INFO : Epoch 1810 | loss: 0.0311905 | val_loss: 0.0311931 | Time: 2022.94 ms [2021-05-17 22:26:24 main:574] : INFO : Epoch 1811 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 2008.59 ms [2021-05-17 22:26:26 main:574] : INFO : Epoch 1812 | loss: 0.0311896 | val_loss: 0.0311922 | Time: 2025.42 ms [2021-05-17 22:26:28 main:574] : INFO : Epoch 1813 | loss: 0.0311894 | val_loss: 0.0311924 | Time: 2009.34 ms [2021-05-17 22:26:30 main:574] : INFO : Epoch 1814 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 2003.93 ms [2021-05-17 22:26:32 main:574] : INFO : Epoch 1815 | loss: 0.0311886 | val_loss: 0.0311925 | Time: 2000.75 ms [2021-05-17 22:26:34 main:574] : INFO : Epoch 1816 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 2008.46 ms [2021-05-17 22:26:36 main:574] : INFO : Epoch 1817 | loss: 0.0311883 | val_loss: 0.0311917 | Time: 2010.39 ms [2021-05-17 22:26:38 main:574] : INFO : Epoch 1818 | loss: 0.0311887 | val_loss: 0.0311915 | Time: 2029.56 ms [2021-05-17 22:26:40 main:574] : INFO : Epoch 1819 | loss: 0.0311881 | val_loss: 0.0311915 | Time: 2007.74 ms [2021-05-17 22:26:42 main:574] : INFO : Epoch 1820 | loss: 0.0311873 | val_loss: 0.0311901 | Time: 2008.8 ms [2021-05-17 22:26:45 main:574] : INFO : Epoch 1821 | loss: 0.0311872 | val_loss: 0.0311909 | Time: 2031.99 ms [2021-05-17 22:26:47 main:574] : INFO : Epoch 1822 | loss: 0.0311874 | val_loss: 0.0311909 | Time: 2022.47 ms [2021-05-17 22:26:49 main:574] : INFO : Epoch 1823 | loss: 0.0311887 | val_loss: 0.0311887 | Time: 2004.81 ms [2021-05-17 22:26:51 main:574] : INFO : Epoch 1824 | loss: 0.0311875 | val_loss: 0.0311899 | Time: 2013.29 ms [2021-05-17 22:26:53 main:574] : INFO : Epoch 1825 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 2022.42 ms [2021-05-17 22:26:55 main:574] : INFO : Epoch 1826 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 2001.56 ms [2021-05-17 22:26:57 main:574] : INFO : Epoch 1827 | loss: 0.0311865 | val_loss: 0.0311886 | Time: 2014.29 ms [2021-05-17 22:26:59 main:574] : INFO : Epoch 1828 | loss: 0.0311861 | val_loss: 0.0311904 | Time: 2025.79 ms [2021-05-17 22:27:01 main:574] : INFO : Epoch 1829 | loss: 0.0311863 | val_loss: 0.0311885 | Time: 2020.54 ms [2021-05-17 22:27:03 main:574] : INFO : Epoch 1830 | loss: 0.0311863 | val_loss: 0.0311891 | Time: 2011.19 ms [2021-05-17 22:27:05 main:574] : INFO : Epoch 1831 | loss: 0.0311863 | val_loss: 0.0311881 | Time: 2015.55 ms [2021-05-17 22:27:08 main:574] : INFO : Epoch 1832 | loss: 0.0311857 | val_loss: 0.031189 | Time: 2681.92 ms [2021-05-17 22:27:11 main:574] : INFO : Epoch 1833 | loss: 0.0311863 | val_loss: 0.0311881 | Time: 2879.86 ms [2021-05-17 22:27:14 main:574] : INFO : Epoch 1834 | loss: 0.031186 | val_loss: 0.0311883 | Time: 2762.32 ms [2021-05-17 22:27:17 main:574] : INFO : Epoch 1835 | loss: 0.0311857 | val_loss: 0.0311885 | Time: 2642.94 ms [2021-05-17 22:27:20 main:574] : INFO : Epoch 1836 | loss: 0.0311851 | val_loss: 0.0311865 | Time: 2904.5 ms [2021-05-17 22:27:23 main:574] : INFO : Epoch 1837 | loss: 0.0311851 | val_loss: 0.0311869 | Time: 3036.67 ms [2021-05-17 22:27:26 main:574] : INFO : Epoch 1838 | loss: 0.0311858 | val_loss: 0.0311873 | Time: 2892.13 ms [2021-05-17 22:27:29 main:574] : INFO : Epoch 1839 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 2855.55 ms [2021-05-17 22:27:32 main:574] : INFO : Epoch 1840 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 3003.51 ms [2021-05-17 22:27:35 main:574] : INFO : Epoch 1841 | loss: 0.0311857 | val_loss: 0.0311858 | Time: 2773.62 ms [2021-05-17 22:27:37 main:574] : INFO : Epoch 1842 | loss: 0.0311842 | val_loss: 0.0311852 | Time: 2561.6 ms [2021-05-17 22:27:39 main:574] : INFO : Epoch 1843 | loss: 0.0311844 | val_loss: 0.0311858 | Time: 2093.76 ms [2021-05-17 22:27:41 main:574] : INFO : Epoch 1844 | loss: 0.0311851 | val_loss: 0.0311859 | Time: 2032.55 ms [2021-05-17 22:27:43 main:574] : INFO : Epoch 1845 | loss: 0.0311844 | val_loss: 0.031186 | Time: 2007.98 ms [2021-05-17 22:27:46 main:574] : INFO : Epoch 1846 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 2024.35 ms [2021-05-17 22:27:48 main:574] : INFO : Epoch 1847 | loss: 0.031184 | val_loss: 0.0311854 | Time: 2008.75 ms [2021-05-17 22:27:50 main:574] : INFO : Epoch 1848 | loss: 0.0311838 | val_loss: 0.0311878 | Time: 2033.21 ms [2021-05-17 22:27:52 main:574] : INFO : Epoch 1849 | loss: 0.0311843 | val_loss: 0.0311846 | Time: 2034.43 ms [2021-05-17 22:27:54 main:574] : INFO : Epoch 1850 | loss: 0.0311838 | val_loss: 0.0311864 | Time: 2008.21 ms [2021-05-17 22:27:56 main:574] : INFO : Epoch 1851 | loss: 0.0311839 | val_loss: 0.0311848 | Time: 2005.47 ms [2021-05-17 22:27:58 main:574] : INFO : Epoch 1852 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 2020.6 ms [2021-05-17 22:28:01 main:574] : INFO : Epoch 1853 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 2002.02 ms [2021-05-17 22:28:03 main:574] : INFO : Epoch 1854 | loss: 0.0311828 | val_loss: 0.0311842 | Time: 2020.81 ms [2021-05-17 22:28:05 main:574] : INFO : Epoch 1855 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 2018.04 ms [2021-05-17 22:28:07 main:574] : INFO : Epoch 1856 | loss: 0.0311824 | val_loss: 0.0311841 | Time: 2026.21 ms [2021-05-17 22:28:09 main:574] : INFO : Epoch 1857 | loss: 0.0311826 | val_loss: 0.0311842 | Time: 2010.84 ms [2021-05-17 22:28:11 main:574] : INFO : Epoch 1858 | loss: 0.0311826 | val_loss: 0.031184 | Time: 2026.27 ms [2021-05-17 22:28:13 main:574] : INFO : Epoch 1859 | loss: 0.0311818 | val_loss: 0.0311834 | Time: 2030.11 ms [2021-05-17 22:28:15 main:574] : INFO : Epoch 1860 | loss: 0.031182 | val_loss: 0.0311839 | Time: 2031.6 ms [2021-05-17 22:28:17 main:574] : INFO : Epoch 1861 | loss: 0.0311837 | val_loss: 0.0311878 | Time: 2019.85 ms [2021-05-17 22:28:20 main:574] : INFO : Epoch 1862 | loss: 0.031182 | val_loss: 0.0311837 | Time: 2024.13 ms [2021-05-17 22:28:22 main:574] : INFO : Epoch 1863 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 2006.52 ms [2021-05-17 22:28:24 main:574] : INFO : Epoch 1864 | loss: 0.0311815 | val_loss: 0.0311836 | Time: 2006.02 ms [2021-05-17 22:28:26 main:574] : INFO : Epoch 1865 | loss: 0.0311821 | val_loss: 0.0311834 | Time: 2006.06 ms [2021-05-17 22:28:28 main:574] : INFO : Epoch 1866 | loss: 0.0311817 | val_loss: 0.0311833 | Time: 2009.92 ms [2021-05-17 22:28:30 main:574] : INFO : Epoch 1867 | loss: 0.0311809 | val_loss: 0.031183 | Time: 2008.08 ms [2021-05-17 22:28:32 main:574] : INFO : Epoch 1868 | loss: 0.0311808 | val_loss: 0.0311844 | Time: 2010.94 ms [2021-05-17 22:28:34 main:574] : INFO : Epoch 1869 | loss: 0.031182 | val_loss: 0.0311879 | Time: 2010.67 ms [2021-05-17 22:28:36 main:574] : INFO : Epoch 1870 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 2011.88 ms [2021-05-17 22:28:38 main:574] : INFO : Epoch 1871 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 2012 ms [2021-05-17 22:28:40 main:574] : INFO : Epoch 1872 | loss: 0.0311819 | val_loss: 0.0311831 | Time: 2038.99 ms [2021-05-17 22:28:42 main:574] : INFO : Epoch 1873 | loss: 0.0311812 | val_loss: 0.0311834 | Time: 2004.36 ms [2021-05-17 22:28:45 main:574] : INFO : Epoch 1874 | loss: 0.0311813 | val_loss: 0.0311835 | Time: 2016.32 ms [2021-05-17 22:28:47 main:574] : INFO : Epoch 1875 | loss: 0.0311813 | val_loss: 0.0311885 | Time: 2031.29 ms [2021-05-17 22:28:49 main:574] : INFO : Epoch 1876 | loss: 0.0311965 | val_loss: 0.0311947 | Time: 2014.36 ms [2021-05-17 22:28:51 main:574] : INFO : Epoch 1877 | loss: 0.0311941 | val_loss: 0.0311966 | Time: 2023.59 ms [2021-05-17 22:28:53 main:574] : INFO : Epoch 1878 | loss: 0.0311945 | val_loss: 0.0311926 | Time: 2015.85 ms [2021-05-17 22:28:55 main:574] : INFO : Epoch 1879 | loss: 0.0311939 | val_loss: 0.0311924 | Time: 2000.96 ms [2021-05-17 22:28:57 main:574] : INFO : Epoch 1880 | loss: 0.0311949 | val_loss: 0.0311911 | Time: 2011.44 ms [2021-05-17 22:28:59 main:574] : INFO : Epoch 1881 | loss: 0.0311935 | val_loss: 0.0311914 | Time: 2032.23 ms [2021-05-17 22:29:01 main:574] : INFO : Epoch 1882 | loss: 0.0311928 | val_loss: 0.0311914 | Time: 2012.94 ms [2021-05-17 22:29:04 main:574] : INFO : Epoch 1883 | loss: 0.0311925 | val_loss: 0.03119 | Time: 2009.27 ms [2021-05-17 22:29:06 main:574] : INFO : Epoch 1884 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 2023.5 ms [2021-05-17 22:29:08 main:574] : INFO : Epoch 1885 | loss: 0.0311929 | val_loss: 0.0311904 | Time: 2012.04 ms [2021-05-17 22:29:10 main:574] : INFO : Epoch 1886 | loss: 0.0311915 | val_loss: 0.0311894 | Time: 2006.26 ms [2021-05-17 22:29:12 main:574] : INFO : Epoch 1887 | loss: 0.0311915 | val_loss: 0.0311881 | Time: 2021.12 ms [2021-05-17 22:29:14 main:574] : INFO : Epoch 1888 | loss: 0.0311909 | val_loss: 0.0311879 | Time: 2015.29 ms [2021-05-17 22:29:16 main:574] : INFO : Epoch 1889 | loss: 0.0311901 | val_loss: 0.0311877 | Time: 2002.42 ms [2021-05-17 22:29:18 main:574] : INFO : Epoch 1890 | loss: 0.0311909 | val_loss: 0.0311874 | Time: 2012.5 ms [2021-05-17 22:29:20 main:574] : INFO : Epoch 1891 | loss: 0.0311908 | val_loss: 0.0311878 | Time: 2021.13 ms [2021-05-17 22:29:22 main:574] : INFO : Epoch 1892 | loss: 0.0311893 | val_loss: 0.031186 | Time: 2011.75 ms [2021-05-17 22:29:24 main:574] : INFO : Epoch 1893 | loss: 0.0311885 | val_loss: 0.0311858 | Time: 2008.16 ms [2021-05-17 22:29:27 main:574] : INFO : Epoch 1894 | loss: 0.0311896 | val_loss: 0.0311903 | Time: 2025.28 ms [2021-05-17 22:29:29 main:574] : INFO : Epoch 1895 | loss: 0.0311895 | val_loss: 0.0311868 | Time: 2015.19 ms [2021-05-17 22:29:31 main:574] : INFO : Epoch 1896 | loss: 0.0311892 | val_loss: 0.0311877 | Time: 2012.76 ms [2021-05-17 22:29:33 main:574] : INFO : Epoch 1897 | loss: 0.0311891 | val_loss: 0.0311851 | Time: 2011.81 ms [2021-05-17 22:29:35 main:574] : INFO : Epoch 1898 | loss: 0.0311888 | val_loss: 0.0311867 | Time: 2029.17 ms [2021-05-17 22:29:37 main:574] : INFO : Epoch 1899 | loss: 0.0311876 | val_loss: 0.0311848 | Time: 2030.2 ms [2021-05-17 22:29:39 main:574] : INFO : Epoch 1900 | loss: 0.0311885 | val_loss: 0.0311895 | Time: 2019.45 ms [2021-05-17 22:29:41 main:574] : INFO : Epoch 1901 | loss: 0.0311903 | val_loss: 0.0311866 | Time: 2011.86 ms [2021-05-17 22:29:43 main:574] : INFO : Epoch 1902 | loss: 0.0311884 | val_loss: 0.0311866 | Time: 2001.18 ms [2021-05-17 22:29:45 main:574] : INFO : Epoch 1903 | loss: 0.0311887 | val_loss: 0.0311873 | Time: 1995.63 ms [2021-05-17 22:29:47 main:574] : INFO : Epoch 1904 | loss: 0.0311886 | val_loss: 0.0311859 | Time: 2012.33 ms [2021-05-17 22:29:49 main:574] : INFO : Epoch 1905 | loss: 0.0311878 | val_loss: 0.0311882 | Time: 2009.13 ms [2021-05-17 22:29:52 main:574] : INFO : Epoch 1906 | loss: 0.0311885 | val_loss: 0.031187 | Time: 2002.69 ms [2021-05-17 22:29:54 main:574] : INFO : Epoch 1907 | loss: 0.0311876 | val_loss: 0.0311857 | Time: 2014 ms [2021-05-17 22:29:56 main:574] : INFO : Epoch 1908 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 2011.52 ms [2021-05-17 22:29:58 main:574] : INFO : Epoch 1909 | loss: 0.0311886 | val_loss: 0.0311872 | Time: 2003.43 ms [2021-05-17 22:30:00 main:574] : INFO : Epoch 1910 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 2001.32 ms [2021-05-17 22:30:02 main:574] : INFO : Epoch 1911 | loss: 0.0312036 | val_loss: 0.0312095 | Time: 2018 ms [2021-05-17 22:30:04 main:574] : INFO : Epoch 1912 | loss: 0.0312053 | val_loss: 0.0312098 | Time: 2002.65 ms [2021-05-17 22:30:06 main:574] : INFO : Epoch 1913 | loss: 0.0312044 | val_loss: 0.0312082 | Time: 2019.3 ms [2021-05-17 22:30:08 main:574] : INFO : Epoch 1914 | loss: 0.0312049 | val_loss: 0.0312084 | Time: 2017.04 ms [2021-05-17 22:30:10 main:574] : INFO : Epoch 1915 | loss: 0.0312011 | val_loss: 0.0312015 | Time: 2040.54 ms [2021-05-17 22:30:12 main:574] : INFO : Epoch 1916 | loss: 0.0311985 | val_loss: 0.0312044 | Time: 2016.88 ms [2021-05-17 22:30:14 main:574] : INFO : Epoch 1917 | loss: 0.0311978 | val_loss: 0.031202 | Time: 2022.81 ms [2021-05-17 22:30:17 main:574] : INFO : Epoch 1918 | loss: 0.0311968 | val_loss: 0.0312033 | Time: 2028.88 ms [2021-05-17 22:30:19 main:574] : INFO : Epoch 1919 | loss: 0.031198 | val_loss: 0.0312067 | Time: 2005.37 ms [2021-05-17 22:30:21 main:574] : INFO : Epoch 1920 | loss: 0.0311994 | val_loss: 0.0312007 | Time: 2014.22 ms [2021-05-17 22:30:23 main:574] : INFO : Epoch 1921 | loss: 0.031197 | val_loss: 0.0311986 | Time: 1978.45 ms [2021-05-17 22:30:25 main:574] : INFO : Epoch 1922 | loss: 0.031197 | val_loss: 0.0311992 | Time: 2015.27 ms [2021-05-17 22:30:27 main:574] : INFO : Epoch 1923 | loss: 0.0311957 | val_loss: 0.0311959 | Time: 2030.95 ms [2021-05-17 22:30:29 main:574] : INFO : Epoch 1924 | loss: 0.031194 | val_loss: 0.0311964 | Time: 1999.81 ms [2021-05-17 22:30:31 main:574] : INFO : Epoch 1925 | loss: 0.0311931 | val_loss: 0.0311951 | Time: 1994.14 ms [2021-05-17 22:30:33 main:574] : INFO : Epoch 1926 | loss: 0.0311919 | val_loss: 0.0311972 | Time: 2011.34 ms [2021-05-17 22:30:35 main:574] : INFO : Epoch 1927 | loss: 0.0311923 | val_loss: 0.0311941 | Time: 2028.96 ms [2021-05-17 22:30:37 main:574] : INFO : Epoch 1928 | loss: 0.0311929 | val_loss: 0.0311948 | Time: 2000.91 ms [2021-05-17 22:30:39 main:574] : INFO : Epoch 1929 | loss: 0.0311919 | val_loss: 0.0311966 | Time: 2033.97 ms [2021-05-17 22:30:42 main:574] : INFO : Epoch 1930 | loss: 0.031192 | val_loss: 0.0311941 | Time: 2029.79 ms [2021-05-17 22:30:44 main:574] : INFO : Epoch 1931 | loss: 0.0311907 | val_loss: 0.0311952 | Time: 2000.86 ms [2021-05-17 22:30:46 main:574] : INFO : Epoch 1932 | loss: 0.0311918 | val_loss: 0.0311944 | Time: 2014.13 ms [2021-05-17 22:30:48 main:574] : INFO : Epoch 1933 | loss: 0.0311903 | val_loss: 0.0311955 | Time: 2012.48 ms [2021-05-17 22:30:50 main:574] : INFO : Epoch 1934 | loss: 0.0311903 | val_loss: 0.0311938 | Time: 2010.22 ms [2021-05-17 22:30:52 main:574] : INFO : Epoch 1935 | loss: 0.0311911 | val_loss: 0.0311935 | Time: 2013.84 ms [2021-05-17 22:30:54 main:574] : INFO : Epoch 1936 | loss: 0.0311897 | val_loss: 0.0311935 | Time: 2021.09 ms [2021-05-17 22:30:56 main:574] : INFO : Epoch 1937 | loss: 0.0311897 | val_loss: 0.0311936 | Time: 2021.68 ms [2021-05-17 22:30:58 main:574] : INFO : Epoch 1938 | loss: 0.0311901 | val_loss: 0.0311937 | Time: 2001.69 ms [2021-05-17 22:31:00 main:574] : INFO : Epoch 1939 | loss: 0.0311913 | val_loss: 0.0311931 | Time: 2010.21 ms [2021-05-17 22:31:02 main:574] : INFO : Epoch 1940 | loss: 0.0311921 | val_loss: 0.0311953 | Time: 2020.11 ms [2021-05-17 22:31:04 main:574] : INFO : Epoch 1941 | loss: 0.0311922 | val_loss: 0.0311936 | Time: 2013.8 ms [2021-05-17 22:31:07 main:574] : INFO : Epoch 1942 | loss: 0.0311918 | val_loss: 0.0311966 | Time: 2016.49 ms [2021-05-17 22:31:09 main:574] : INFO : Epoch 1943 | loss: 0.0311932 | val_loss: 0.0311963 | Time: 2015.85 ms [2021-05-17 22:31:11 main:574] : INFO : Epoch 1944 | loss: 0.0311911 | val_loss: 0.0311929 | Time: 2019.5 ms [2021-05-17 22:31:13 main:574] : INFO : Epoch 1945 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 2019.59 ms [2021-05-17 22:31:15 main:574] : INFO : Epoch 1946 | loss: 0.0311912 | val_loss: 0.0311954 | Time: 2011.97 ms [2021-05-17 22:31:17 main:574] : INFO : Epoch 1947 | loss: 0.0311911 | val_loss: 0.0311919 | Time: 1999.05 ms [2021-05-17 22:31:19 main:574] : INFO : Epoch 1948 | loss: 0.0311897 | val_loss: 0.0311927 | Time: 2001.11 ms [2021-05-17 22:31:21 main:574] : INFO : Epoch 1949 | loss: 0.0311911 | val_loss: 0.0311945 | Time: 2005.15 ms [2021-05-17 22:31:23 main:574] : INFO : Epoch 1950 | loss: 0.0311916 | val_loss: 0.0311928 | Time: 2010.62 ms [2021-05-17 22:31:25 main:574] : INFO : Epoch 1951 | loss: 0.0311903 | val_loss: 0.0311918 | Time: 2013.63 ms [2021-05-17 22:31:27 main:574] : INFO : Epoch 1952 | loss: 0.0311895 | val_loss: 0.031192 | Time: 2005.49 ms [2021-05-17 22:31:29 main:574] : INFO : Epoch 1953 | loss: 0.0311885 | val_loss: 0.0311908 | Time: 2019.04 ms [2021-05-17 22:31:31 main:574] : INFO : Epoch 1954 | loss: 0.0311896 | val_loss: 0.0311938 | Time: 2015.72 ms [2021-05-17 22:31:34 main:574] : INFO : Epoch 1955 | loss: 0.0311896 | val_loss: 0.0311918 | Time: 2008.31 ms [2021-05-17 22:31:36 main:574] : INFO : Epoch 1956 | loss: 0.0311886 | val_loss: 0.0311903 | Time: 2058.06 ms [2021-05-17 22:31:38 main:574] : INFO : Epoch 1957 | loss: 0.0311887 | val_loss: 0.0311905 | Time: 2252.29 ms [2021-05-17 22:31:41 main:574] : INFO : Epoch 1958 | loss: 0.0311904 | val_loss: 0.0311929 | Time: 3023.97 ms [2021-05-17 22:31:44 main:574] : INFO : Epoch 1959 | loss: 0.0311907 | val_loss: 0.0311907 | Time: 2635 ms [2021-05-17 22:31:47 main:574] : INFO : Epoch 1960 | loss: 0.0311889 | val_loss: 0.0311903 | Time: 2634.51 ms [2021-05-17 22:31:49 main:574] : INFO : Epoch 1961 | loss: 0.0311879 | val_loss: 0.0311925 | Time: 2585.58 ms [2021-05-17 22:31:52 main:574] : INFO : Epoch 1962 | loss: 0.0311889 | val_loss: 0.0311981 | Time: 2825.6 ms [2021-05-17 22:31:55 main:574] : INFO : Epoch 1963 | loss: 0.0311902 | val_loss: 0.0311939 | Time: 3127.16 ms [2021-05-17 22:31:58 main:574] : INFO : Epoch 1964 | loss: 0.031192 | val_loss: 0.0311901 | Time: 2806.03 ms [2021-05-17 22:32:01 main:574] : INFO : Epoch 1965 | loss: 0.0311905 | val_loss: 0.0311964 | Time: 2869.69 ms [2021-05-17 22:32:04 main:574] : INFO : Epoch 1966 | loss: 0.0311912 | val_loss: 0.0311963 | Time: 2711.24 ms [2021-05-17 22:32:07 main:574] : INFO : Epoch 1967 | loss: 0.0311906 | val_loss: 0.031195 | Time: 2725.17 ms [2021-05-17 22:32:09 main:574] : INFO : Epoch 1968 | loss: 0.0311892 | val_loss: 0.0311912 | Time: 2216.26 ms [2021-05-17 22:32:11 main:574] : INFO : Epoch 1969 | loss: 0.0311884 | val_loss: 0.0311946 | Time: 2061.22 ms [2021-05-17 22:32:13 main:574] : INFO : Epoch 1970 | loss: 0.0311926 | val_loss: 0.0311955 | Time: 2036.15 ms [2021-05-17 22:32:15 main:574] : INFO : Epoch 1971 | loss: 0.0311889 | val_loss: 0.0311905 | Time: 2011.27 ms [2021-05-17 22:32:18 main:574] : INFO : Epoch 1972 | loss: 0.031187 | val_loss: 0.0311908 | Time: 2008.58 ms [2021-05-17 22:32:20 main:574] : INFO : Epoch 1973 | loss: 0.0311871 | val_loss: 0.031191 | Time: 2027.82 ms [2021-05-17 22:32:22 main:574] : INFO : Epoch 1974 | loss: 0.0311869 | val_loss: 0.0311914 | Time: 2019.18 ms [2021-05-17 22:32:24 main:574] : INFO : Epoch 1975 | loss: 0.031187 | val_loss: 0.0311898 | Time: 2014.17 ms [2021-05-17 22:32:26 main:574] : INFO : Epoch 1976 | loss: 0.0311868 | val_loss: 0.0311899 | Time: 2012.05 ms [2021-05-17 22:32:28 main:574] : INFO : Epoch 1977 | loss: 0.0311868 | val_loss: 0.0311933 | Time: 2022.15 ms [2021-05-17 22:32:30 main:574] : INFO : Epoch 1978 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 2005.48 ms [2021-05-17 22:32:32 main:574] : INFO : Epoch 1979 | loss: 0.0311905 | val_loss: 0.0311984 | Time: 2015.46 ms [2021-05-17 22:32:34 main:574] : INFO : Epoch 1980 | loss: 0.0311903 | val_loss: 0.0311908 | Time: 2014.82 ms [2021-05-17 22:32:36 main:574] : INFO : Epoch 1981 | loss: 0.0311883 | val_loss: 0.0311902 | Time: 2012.43 ms [2021-05-17 22:32:39 main:574] : INFO : Epoch 1982 | loss: 0.031188 | val_loss: 0.0311904 | Time: 2007.13 ms [2021-05-17 22:32:41 main:574] : INFO : Epoch 1983 | loss: 0.0311874 | val_loss: 0.031189 | Time: 2021.25 ms [2021-05-17 22:32:43 main:574] : INFO : Epoch 1984 | loss: 0.0311876 | val_loss: 0.0311905 | Time: 2016.91 ms [2021-05-17 22:32:45 main:574] : INFO : Epoch 1985 | loss: 0.0311886 | val_loss: 0.0311946 | Time: 2017.17 ms [2021-05-17 22:32:47 main:574] : INFO : Epoch 1986 | loss: 0.031187 | val_loss: 0.0311926 | Time: 2020.02 ms [2021-05-17 22:32:49 main:574] : INFO : Epoch 1987 | loss: 0.031187 | val_loss: 0.0311897 | Time: 1997.98 ms [2021-05-17 22:32:51 main:574] : INFO : Epoch 1988 | loss: 0.0311854 | val_loss: 0.0311877 | Time: 2004.6 ms [2021-05-17 22:32:53 main:574] : INFO : Epoch 1989 | loss: 0.0311849 | val_loss: 0.0311897 | Time: 2010.55 ms [2021-05-17 22:32:55 main:574] : INFO : Epoch 1990 | loss: 0.031186 | val_loss: 0.0311887 | Time: 2000.06 ms [2021-05-17 22:32:57 main:574] : INFO : Epoch 1991 | loss: 0.0311859 | val_loss: 0.0311925 | Time: 2014.71 ms [2021-05-17 22:32:59 main:574] : INFO : Epoch 1992 | loss: 0.0312061 | val_loss: 0.0312142 | Time: 2039.72 ms [2021-05-17 22:33:01 main:574] : INFO : Epoch 1993 | loss: 0.0312098 | val_loss: 0.0312058 | Time: 2024.67 ms [2021-05-17 22:33:04 main:574] : INFO : Epoch 1994 | loss: 0.0312072 | val_loss: 0.0312047 | Time: 2011.05 ms [2021-05-17 22:33:06 main:574] : INFO : Epoch 1995 | loss: 0.0312056 | val_loss: 0.0312067 | Time: 2026.96 ms [2021-05-17 22:33:08 main:574] : INFO : Epoch 1996 | loss: 0.0312043 | val_loss: 0.0312032 | Time: 2023.72 ms [2021-05-17 22:33:10 main:574] : INFO : Epoch 1997 | loss: 0.0312039 | val_loss: 0.0312033 | Time: 2007.95 ms [2021-05-17 22:33:12 main:574] : INFO : Epoch 1998 | loss: 0.0312031 | val_loss: 0.0312043 | Time: 2016.24 ms [2021-05-17 22:33:14 main:574] : INFO : Epoch 1999 | loss: 0.0312035 | val_loss: 0.0312048 | Time: 2008.17 ms [2021-05-17 22:33:16 main:574] : INFO : Epoch 2000 | loss: 0.0312024 | val_loss: 0.0312032 | Time: 2019.72 ms [2021-05-17 22:33:18 main:574] : INFO : Epoch 2001 | loss: 0.0312029 | val_loss: 0.031201 | Time: 2004.69 ms [2021-05-17 22:33:20 main:574] : INFO : Epoch 2002 | loss: 0.0311997 | val_loss: 0.0312006 | Time: 2014.99 ms [2021-05-17 22:33:22 main:574] : INFO : Epoch 2003 | loss: 0.0312 | val_loss: 0.0312021 | Time: 2010.51 ms [2021-05-17 22:33:24 main:574] : INFO : Epoch 2004 | loss: 0.0311997 | val_loss: 0.0312018 | Time: 2004.69 ms [2021-05-17 22:33:26 main:574] : INFO : Epoch 2005 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 2000.2 ms [2021-05-17 22:33:29 main:574] : INFO : Epoch 2006 | loss: 0.0312003 | val_loss: 0.0312015 | Time: 1991.1 ms [2021-05-17 22:33:31 main:574] : INFO : Epoch 2007 | loss: 0.031201 | val_loss: 0.0312037 | Time: 2030.73 ms [2021-05-17 22:33:33 main:574] : INFO : Epoch 2008 | loss: 0.0312015 | val_loss: 0.0311998 | Time: 2015.98 ms [2021-05-17 22:33:35 main:574] : INFO : Epoch 2009 | loss: 0.0311982 | val_loss: 0.0312 | Time: 2020.91 ms [2021-05-17 22:33:37 main:574] : INFO : Epoch 2010 | loss: 0.0311982 | val_loss: 0.0312022 | Time: 2027.3 ms [2021-05-17 22:33:39 main:574] : INFO : Epoch 2011 | loss: 0.0311995 | val_loss: 0.0312001 | Time: 2005.01 ms [2021-05-17 22:33:41 main:574] : INFO : Epoch 2012 | loss: 0.0311989 | val_loss: 0.0312013 | Time: 2038.16 ms [2021-05-17 22:33:43 main:574] : INFO : Epoch 2013 | loss: 0.0311992 | val_loss: 0.0311999 | Time: 2012.16 ms [2021-05-17 22:33:45 main:574] : INFO : Epoch 2014 | loss: 0.0311982 | val_loss: 0.0312002 | Time: 2025.49 ms [2021-05-17 22:33:47 main:574] : INFO : Epoch 2015 | loss: 0.0311975 | val_loss: 0.0312024 | Time: 2008.87 ms [2021-05-17 22:33:49 main:574] : INFO : Epoch 2016 | loss: 0.0312002 | val_loss: 0.0312051 | Time: 2024.81 ms [2021-05-17 22:33:52 main:574] : INFO : Epoch 2017 | loss: 0.0312007 | val_loss: 0.0312025 | Time: 2027.03 ms [2021-05-17 22:33:54 main:574] : INFO : Epoch 2018 | loss: 0.0311996 | val_loss: 0.0312006 | Time: 2005.27 ms [2021-05-17 22:33:56 main:574] : INFO : Epoch 2019 | loss: 0.0311981 | val_loss: 0.0312009 | Time: 2032.25 ms [2021-05-17 22:33:58 main:574] : INFO : Epoch 2020 | loss: 0.0311986 | val_loss: 0.0312 | Time: 2019.61 ms [2021-05-17 22:34:00 main:574] : INFO : Epoch 2021 | loss: 0.031198 | val_loss: 0.0311996 | Time: 2004.37 ms [2021-05-17 22:34:02 main:574] : INFO : Epoch 2022 | loss: 0.0311969 | val_loss: 0.0311999 | Time: 2006.09 ms [2021-05-17 22:34:04 main:574] : INFO : Epoch 2023 | loss: 0.0311984 | val_loss: 0.0311998 | Time: 1996.35 ms [2021-05-17 22:34:06 main:574] : INFO : Epoch 2024 | loss: 0.0311981 | val_loss: 0.0312019 | Time: 2019.91 ms [2021-05-17 22:34:08 main:574] : INFO : Epoch 2025 | loss: 0.0311986 | val_loss: 0.0312009 | Time: 2008.84 ms [2021-05-17 22:34:10 main:574] : INFO : Epoch 2026 | loss: 0.0312004 | val_loss: 0.0312036 | Time: 2001.51 ms [2021-05-17 22:34:12 main:574] : INFO : Epoch 2027 | loss: 0.0311987 | val_loss: 0.0312013 | Time: 2034.79 ms [2021-05-17 22:34:15 main:574] : INFO : Epoch 2028 | loss: 0.0311995 | val_loss: 0.0312018 | Time: 2021.9 ms [2021-05-17 22:34:17 main:574] : INFO : Epoch 2029 | loss: 0.031198 | val_loss: 0.0312088 | Time: 2027.41 ms [2021-05-17 22:34:19 main:574] : INFO : Epoch 2030 | loss: 0.0312026 | val_loss: 0.0312004 | Time: 2012.25 ms [2021-05-17 22:34:21 main:574] : INFO : Epoch 2031 | loss: 0.0311974 | val_loss: 0.0311994 | Time: 2042.28 ms [2021-05-17 22:34:23 main:574] : INFO : Epoch 2032 | loss: 0.0311981 | val_loss: 0.0312069 | Time: 2017.6 ms [2021-05-17 22:34:25 main:574] : INFO : Epoch 2033 | loss: 0.0312011 | val_loss: 0.0311992 | Time: 2020.53 ms [2021-05-17 22:34:27 main:574] : INFO : Epoch 2034 | loss: 0.0311974 | val_loss: 0.0312014 | Time: 1998.46 ms [2021-05-17 22:34:29 main:574] : INFO : Epoch 2035 | loss: 0.031197 | val_loss: 0.0311997 | Time: 1997.02 ms [2021-05-17 22:34:31 main:574] : INFO : Epoch 2036 | loss: 0.031198 | val_loss: 0.0312049 | Time: 2037.18 ms [2021-05-17 22:34:33 main:574] : INFO : Epoch 2037 | loss: 0.031197 | val_loss: 0.0311991 | Time: 2010.54 ms [2021-05-17 22:34:35 main:574] : INFO : Epoch 2038 | loss: 0.031197 | val_loss: 0.0312023 | Time: 2004.49 ms [2021-05-17 22:34:38 main:574] : INFO : Epoch 2039 | loss: 0.0311967 | val_loss: 0.0311999 | Time: 2018.53 ms [2021-05-17 22:34:40 main:574] : INFO : Epoch 2040 | loss: 0.0311964 | val_loss: 0.0311993 | Time: 2009.72 ms [2021-05-17 22:34:42 main:574] : INFO : Epoch 2041 | loss: 0.031196 | val_loss: 0.0311996 | Time: 2003.34 ms [2021-05-17 22:34:44 main:574] : INFO : Epoch 2042 | loss: 0.0311969 | val_loss: 0.0312015 | Time: 2175.95 ms [2021-05-17 22:34:46 main:574] : INFO : Epoch 2043 | loss: 0.0311969 | val_loss: 0.0312024 | Time: 2091.4 ms [2021-05-17 22:34:49 main:574] : INFO : Epoch 2044 | loss: 0.0311989 | val_loss: 0.031202 | Time: 2077.3 ms [2021-05-17 22:34:51 main:574] : INFO : Epoch 2045 | loss: 0.0312006 | val_loss: 0.0312128 | Time: 2007.15 ms [2021-05-17 22:34:53 main:574] : INFO : Epoch 2046 | loss: 0.0312009 | val_loss: 0.0312003 | Time: 2003.52 ms [2021-05-17 22:34:55 main:574] : INFO : Epoch 2047 | loss: 0.031199 | val_loss: 0.031206 | Time: 2011.64 ms [2021-05-17 22:34:57 main:574] : INFO : Epoch 2048 | loss: 0.0311987 | val_loss: 0.0312021 | Time: 2016.25 ms [2021-05-17 22:34:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312021 [2021-05-17 22:34:57 main:603] : INFO : Saving end state to config to file [2021-05-17 22:34:57 main:608] : INFO : Success, exiting.. 22:34:57 (8100): 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)