Task 14551177
| Name | ParityModified-1647048303-4323-3-0_0 |
| Workunit | 11575713 |
| Created | 8 Apr 2022, 17:41:04 UTC |
| Sent | 10 Apr 2022, 15:57:48 UTC |
| Report deadline | 18 Apr 2022, 15:57:48 UTC |
| Received | 10 Apr 2022, 20:08:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 13 min 58 sec |
| CPU time | 1 hours 3 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-04-10 21:25:39 main:574] : INFO : Epoch 1542 | loss: 0.0311675 | val_loss: 0.0311803 | Time: 2090.43 ms [2022-04-10 21:25:41 main:574] : INFO : Epoch 1543 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 2059.07 ms [2022-04-10 21:25:43 main:574] : INFO : Epoch 1544 | loss: 0.0311674 | val_loss: 0.0311812 | Time: 2069.83 ms [2022-04-10 21:25:45 main:574] : INFO : Epoch 1545 | loss: 0.0311699 | val_loss: 0.0311802 | Time: 2078.37 ms [2022-04-10 21:25:48 main:574] : INFO : Epoch 1546 | loss: 0.0311698 | val_loss: 0.031183 | Time: 2080.2 ms [2022-04-10 21:25:50 main:574] : INFO : Epoch 1547 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 2128.93 ms [2022-04-10 21:25:52 main:574] : INFO : Epoch 1548 | loss: 0.031171 | val_loss: 0.0311806 | Time: 2153.66 ms [2022-04-10 21:25:54 main:574] : INFO : Epoch 1549 | loss: 0.0311699 | val_loss: 0.0311815 | Time: 2115.79 ms [2022-04-10 21:25:56 main:574] : INFO : Epoch 1550 | loss: 0.03117 | val_loss: 0.0311795 | Time: 2091.71 ms [2022-04-10 21:25:59 main:574] : INFO : Epoch 1551 | loss: 0.0311732 | val_loss: 0.0311889 | Time: 2051.99 ms [2022-04-10 21:26:01 main:574] : INFO : Epoch 1552 | loss: 0.0318628 | val_loss: 0.03248 | Time: 2063.94 ms [2022-04-10 21:26:03 main:574] : INFO : Epoch 1553 | loss: 0.0598121 | val_loss: 0.0435153 | Time: 2067.74 ms [2022-04-10 21:26:05 main:574] : INFO : Epoch 1554 | loss: 0.0363157 | val_loss: 0.0319704 | Time: 2015.73 ms [2022-04-10 21:26:07 main:574] : INFO : Epoch 1555 | loss: 0.0317753 | val_loss: 0.0312769 | Time: 2064.88 ms [2022-04-10 21:26:09 main:574] : INFO : Epoch 1556 | loss: 0.0313128 | val_loss: 0.0312766 | Time: 2130.42 ms [2022-04-10 21:26:12 main:574] : INFO : Epoch 1557 | loss: 0.03125 | val_loss: 0.0312359 | Time: 2063.73 ms [2022-04-10 21:26:14 main:574] : INFO : Epoch 1558 | loss: 0.0312322 | val_loss: 0.0312271 | Time: 2078.21 ms [2022-04-10 21:26:16 main:574] : INFO : Epoch 1559 | loss: 0.0312249 | val_loss: 0.0312214 | Time: 2072.38 ms [2022-04-10 21:26:18 main:574] : INFO : Epoch 1560 | loss: 0.0312196 | val_loss: 0.0312168 | Time: 2114.99 ms [2022-04-10 21:26:20 main:574] : INFO : Epoch 1561 | loss: 0.0312151 | val_loss: 0.0312123 | Time: 2084.12 ms [2022-04-10 21:26:22 main:574] : INFO : Epoch 1562 | loss: 0.0312111 | val_loss: 0.0312082 | Time: 2032.29 ms [2022-04-10 21:26:25 main:574] : INFO : Epoch 1563 | loss: 0.0312073 | val_loss: 0.0312031 | Time: 2022.68 ms [2022-04-10 21:26:27 main:574] : INFO : Epoch 1564 | loss: 0.031203 | val_loss: 0.0311989 | Time: 2098.49 ms [2022-04-10 21:26:29 main:574] : INFO : Epoch 1565 | loss: 0.0311981 | val_loss: 0.0311943 | Time: 2091.42 ms [2022-04-10 21:26:31 main:574] : INFO : Epoch 1566 | loss: 0.0311946 | val_loss: 0.0311922 | Time: 2046.79 ms [2022-04-10 21:26:33 main:574] : INFO : Epoch 1567 | loss: 0.0311915 | val_loss: 0.0311894 | Time: 2084.93 ms [2022-04-10 21:26:35 main:574] : INFO : Epoch 1568 | loss: 0.0311892 | val_loss: 0.0311886 | Time: 2059.53 ms [2022-04-10 21:26:38 main:574] : INFO : Epoch 1569 | loss: 0.0311882 | val_loss: 0.0311884 | Time: 2080.5 ms [2022-04-10 21:26:40 main:574] : INFO : Epoch 1570 | loss: 0.0311869 | val_loss: 0.0311883 | Time: 2029.15 ms [2022-04-10 21:26:42 main:574] : INFO : Epoch 1571 | loss: 0.0311869 | val_loss: 0.0311886 | Time: 2054.73 ms [2022-04-10 21:26:44 main:574] : INFO : Epoch 1572 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 2047.37 ms [2022-04-10 21:26:46 main:574] : INFO : Epoch 1573 | loss: 0.0311868 | val_loss: 0.0311878 | Time: 2090.3 ms [2022-04-10 21:26:48 main:574] : INFO : Epoch 1574 | loss: 0.0311863 | val_loss: 0.031187 | Time: 2062.57 ms [2022-04-10 21:26:50 main:574] : INFO : Epoch 1575 | loss: 0.0311855 | val_loss: 0.0311868 | Time: 2105.55 ms [2022-04-10 21:26:53 main:574] : INFO : Epoch 1576 | loss: 0.0311851 | val_loss: 0.031187 | Time: 2080.69 ms [2022-04-10 21:26:55 main:574] : INFO : Epoch 1577 | loss: 0.0311848 | val_loss: 0.0311861 | Time: 2064.62 ms [2022-04-10 21:26:57 main:574] : INFO : Epoch 1578 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 2081.46 ms [2022-04-10 21:26:59 main:574] : INFO : Epoch 1579 | loss: 0.0311839 | val_loss: 0.0311858 | Time: 2124.36 ms [2022-04-10 21:27:01 main:574] : INFO : Epoch 1580 | loss: 0.0311841 | val_loss: 0.0311867 | Time: 2040.54 ms [2022-04-10 21:27:03 main:574] : INFO : Epoch 1581 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 2036.31 ms [2022-04-10 21:27:06 main:574] : INFO : Epoch 1582 | loss: 0.0311836 | val_loss: 0.0311862 | Time: 2090.09 ms [2022-04-10 21:27:08 main:574] : INFO : Epoch 1583 | loss: 0.0311828 | val_loss: 0.0311844 | Time: 2125.04 ms [2022-04-10 21:27:10 main:574] : INFO : Epoch 1584 | loss: 0.0311823 | val_loss: 0.031184 | Time: 2116.68 ms [2022-04-10 21:27:12 main:574] : INFO : Epoch 1585 | loss: 0.0311818 | val_loss: 0.031184 | Time: 2038.65 ms [2022-04-10 21:27:14 main:574] : INFO : Epoch 1586 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 2067.43 ms [2022-04-10 21:27:16 main:574] : INFO : Epoch 1587 | loss: 0.0311816 | val_loss: 0.0311837 | Time: 2123.91 ms [2022-04-10 21:27:19 main:574] : INFO : Epoch 1588 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 2118.78 ms [2022-04-10 21:27:21 main:574] : INFO : Epoch 1589 | loss: 0.0311813 | val_loss: 0.0311832 | Time: 2083.77 ms [2022-04-10 21:27:23 main:574] : INFO : Epoch 1590 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 2070.4 ms [2022-04-10 21:27:25 main:574] : INFO : Epoch 1591 | loss: 0.0311805 | val_loss: 0.0311831 | Time: 2074.35 ms [2022-04-10 21:27:27 main:574] : INFO : Epoch 1592 | loss: 0.0311804 | val_loss: 0.0311832 | Time: 2091.44 ms [2022-04-10 21:27:29 main:574] : INFO : Epoch 1593 | loss: 0.03118 | val_loss: 0.031183 | Time: 2046.22 ms [2022-04-10 21:27:32 main:574] : INFO : Epoch 1594 | loss: 0.0311801 | val_loss: 0.0311836 | Time: 2071.06 ms [2022-04-10 21:27:34 main:574] : INFO : Epoch 1595 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 2036.9 ms [2022-04-10 21:27:36 main:574] : INFO : Epoch 1596 | loss: 0.0311797 | val_loss: 0.0311835 | Time: 2075.99 ms [2022-04-10 21:27:38 main:574] : INFO : Epoch 1597 | loss: 0.0311797 | val_loss: 0.0311829 | Time: 2010.21 ms [2022-04-10 21:27:40 main:574] : INFO : Epoch 1598 | loss: 0.0311799 | val_loss: 0.0311826 | Time: 2070.34 ms [2022-04-10 21:27:42 main:574] : INFO : Epoch 1599 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 2051.11 ms [2022-04-10 21:27:44 main:574] : INFO : Epoch 1600 | loss: 0.0311791 | val_loss: 0.0311827 | Time: 2070 ms [2022-04-10 21:27:46 main:574] : INFO : Epoch 1601 | loss: 0.0311797 | val_loss: 0.0311822 | Time: 1980.19 ms [2022-04-10 21:27:49 main:574] : INFO : Epoch 1602 | loss: 0.0311795 | val_loss: 0.0311862 | Time: 2021.45 ms [2022-04-10 21:27:51 main:574] : INFO : Epoch 1603 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 2097.45 ms [2022-04-10 21:27:53 main:574] : INFO : Epoch 1604 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 2050.42 ms [2022-04-10 21:27:55 main:574] : INFO : Epoch 1605 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 2125.86 ms [2022-04-10 21:27:57 main:574] : INFO : Epoch 1606 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 2143.59 ms [2022-04-10 21:27:59 main:574] : INFO : Epoch 1607 | loss: 0.0311776 | val_loss: 0.0311817 | Time: 2052.21 ms [2022-04-10 21:28:02 main:574] : INFO : Epoch 1608 | loss: 0.0311772 | val_loss: 0.0311821 | Time: 2099.1 ms [2022-04-10 21:28:04 main:574] : INFO : Epoch 1609 | loss: 0.0311776 | val_loss: 0.0311817 | Time: 2045.65 ms [2022-04-10 21:28:06 main:574] : INFO : Epoch 1610 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 2046.11 ms [2022-04-10 21:28:08 main:574] : INFO : Epoch 1611 | loss: 0.031177 | val_loss: 0.0311816 | Time: 2108.62 ms [2022-04-10 21:28:10 main:574] : INFO : Epoch 1612 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 2006.47 ms [2022-04-10 21:28:12 main:574] : INFO : Epoch 1613 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 2058.92 ms [2022-04-10 21:28:14 main:574] : INFO : Epoch 1614 | loss: 0.0311767 | val_loss: 0.0311814 | Time: 2081.76 ms [2022-04-10 21:28:17 main:574] : INFO : Epoch 1615 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 2018.54 ms [2022-04-10 21:28:19 main:574] : INFO : Epoch 1616 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 2012.74 ms [2022-04-10 21:28:21 main:574] : INFO : Epoch 1617 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 2060.33 ms [2022-04-10 21:28:23 main:574] : INFO : Epoch 1618 | loss: 0.031177 | val_loss: 0.031182 | Time: 2123.16 ms [2022-04-10 21:28:25 main:574] : INFO : Epoch 1619 | loss: 0.0311765 | val_loss: 0.0311819 | Time: 2098.31 ms [2022-04-10 21:28:27 main:574] : INFO : Epoch 1620 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 2065.49 ms [2022-04-10 21:28:29 main:574] : INFO : Epoch 1621 | loss: 0.031176 | val_loss: 0.0311823 | Time: 2039.77 ms [2022-04-10 21:28:32 main:574] : INFO : Epoch 1622 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 2098.62 ms [2022-04-10 21:28:34 main:574] : INFO : Epoch 1623 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 2111.73 ms [2022-04-10 21:28:36 main:574] : INFO : Epoch 1624 | loss: 0.0311758 | val_loss: 0.0311816 | Time: 2056.25 ms [2022-04-10 21:28:38 main:574] : INFO : Epoch 1625 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 2056.06 ms [2022-04-10 21:28:40 main:574] : INFO : Epoch 1626 | loss: 0.031176 | val_loss: 0.0311811 | Time: 2063.72 ms [2022-04-10 21:28:42 main:574] : INFO : Epoch 1627 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 2030.86 ms [2022-04-10 21:28:45 main:574] : INFO : Epoch 1628 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 2058.36 ms [2022-04-10 21:28:47 main:574] : INFO : Epoch 1629 | loss: 0.0311752 | val_loss: 0.0311804 | Time: 2239.13 ms [2022-04-10 21:28:49 main:574] : INFO : Epoch 1630 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 2093.54 ms [2022-04-10 21:28:51 main:574] : INFO : Epoch 1631 | loss: 0.0311754 | val_loss: 0.0311811 | Time: 1999.57 ms [2022-04-10 21:28:53 main:574] : INFO : Epoch 1632 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 2053.8 ms [2022-04-10 21:28:56 main:574] : INFO : Epoch 1633 | loss: 0.0311752 | val_loss: 0.0311795 | Time: 2115.51 ms [2022-04-10 21:28:58 main:574] : INFO : Epoch 1634 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 2040.89 ms [2022-04-10 21:29:00 main:574] : INFO : Epoch 1635 | loss: 0.0311758 | val_loss: 0.0311817 | Time: 2024.92 ms [2022-04-10 21:29:02 main:574] : INFO : Epoch 1636 | loss: 0.0311762 | val_loss: 0.0311807 | Time: 2041.49 ms [2022-04-10 21:29:04 main:574] : INFO : Epoch 1637 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 2016.09 ms [2022-04-10 21:29:06 main:574] : INFO : Epoch 1638 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 2082.47 ms [2022-04-10 21:29:08 main:574] : INFO : Epoch 1639 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 2149.4 ms [2022-04-10 21:29:11 main:574] : INFO : Epoch 1640 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 2076.94 ms [2022-04-10 21:29:13 main:574] : INFO : Epoch 1641 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 2071.78 ms [2022-04-10 21:29:15 main:574] : INFO : Epoch 1642 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 2017.83 ms [2022-04-10 21:29:17 main:574] : INFO : Epoch 1643 | loss: 0.0311743 | val_loss: 0.0311803 | Time: 2119.27 ms [2022-04-10 21:29:19 main:574] : INFO : Epoch 1644 | loss: 0.0311742 | val_loss: 0.03118 | Time: 2025.11 ms [2022-04-10 21:29:21 main:574] : INFO : Epoch 1645 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 2031.2 ms [2022-04-10 21:29:23 main:574] : INFO : Epoch 1646 | loss: 0.031174 | val_loss: 0.03118 | Time: 2060.38 ms [2022-04-10 21:29:26 main:574] : INFO : Epoch 1647 | loss: 0.0311738 | val_loss: 0.03118 | Time: 2040.2 ms [2022-04-10 21:29:28 main:574] : INFO : Epoch 1648 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 2092.58 ms [2022-04-10 21:29:30 main:574] : INFO : Epoch 1649 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 2054.83 ms [2022-04-10 21:29:32 main:574] : INFO : Epoch 1650 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 2013.91 ms [2022-04-10 21:29:34 main:574] : INFO : Epoch 1651 | loss: 0.0311737 | val_loss: 0.0311848 | Time: 2051.17 ms [2022-04-10 21:29:36 main:574] : INFO : Epoch 1652 | loss: 0.0311758 | val_loss: 0.0311832 | Time: 2106.43 ms [2022-04-10 21:29:39 main:574] : INFO : Epoch 1653 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 2026.51 ms [2022-04-10 21:29:41 main:574] : INFO : Epoch 1654 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 2077.62 ms [2022-04-10 21:29:43 main:574] : INFO : Epoch 1655 | loss: 0.0311749 | val_loss: 0.031181 | Time: 2047.73 ms [2022-04-10 21:29:45 main:574] : INFO : Epoch 1656 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 2056.03 ms [2022-04-10 21:29:47 main:574] : INFO : Epoch 1657 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 2035.48 ms [2022-04-10 21:29:49 main:574] : INFO : Epoch 1658 | loss: 0.0311736 | val_loss: 0.0311803 | Time: 2133.35 ms [2022-04-10 21:29:52 main:574] : INFO : Epoch 1659 | loss: 0.0311733 | val_loss: 0.03118 | Time: 2063.33 ms [2022-04-10 21:29:54 main:574] : INFO : Epoch 1660 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 1992.88 ms [2022-04-10 21:29:56 main:574] : INFO : Epoch 1661 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 2101.48 ms [2022-04-10 21:29:58 main:574] : INFO : Epoch 1662 | loss: 0.0311731 | val_loss: 0.0311798 | Time: 2125.14 ms [2022-04-10 21:30:00 main:574] : INFO : Epoch 1663 | loss: 0.031173 | val_loss: 0.0311804 | Time: 2070.05 ms [2022-04-10 21:30:03 main:574] : INFO : Epoch 1664 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 2069.33 ms [2022-04-10 21:30:05 main:574] : INFO : Epoch 1665 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 2050.66 ms [2022-04-10 21:30:07 main:574] : INFO : Epoch 1666 | loss: 0.0311729 | val_loss: 0.03118 | Time: 2047.78 ms [2022-04-10 21:30:09 main:574] : INFO : Epoch 1667 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 2058.13 ms [2022-04-10 21:30:11 main:574] : INFO : Epoch 1668 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 2031.62 ms [2022-04-10 21:30:13 main:574] : INFO : Epoch 1669 | loss: 0.0311726 | val_loss: 0.03118 | Time: 2071.47 ms [2022-04-10 21:30:15 main:574] : INFO : Epoch 1670 | loss: 0.0311723 | val_loss: 0.0311804 | Time: 2069.59 ms [2022-04-10 21:30:18 main:574] : INFO : Epoch 1671 | loss: 0.0311721 | val_loss: 0.0311801 | Time: 2104.38 ms [2022-04-10 21:30:20 main:574] : INFO : Epoch 1672 | loss: 0.0311727 | val_loss: 0.0311802 | Time: 2111.1 ms [2022-04-10 21:30:22 main:574] : INFO : Epoch 1673 | loss: 0.0311722 | val_loss: 0.0311796 | Time: 2002.77 ms [2022-04-10 21:30:24 main:574] : INFO : Epoch 1674 | loss: 0.0311722 | val_loss: 0.03118 | Time: 2089.7 ms [2022-04-10 21:30:26 main:574] : INFO : Epoch 1675 | loss: 0.0311719 | val_loss: 0.0311798 | Time: 2111.07 ms [2022-04-10 21:30:29 main:574] : INFO : Epoch 1676 | loss: 0.0311725 | val_loss: 0.03118 | Time: 2011.49 ms [2022-04-10 21:30:31 main:574] : INFO : Epoch 1677 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 2051.39 ms [2022-04-10 21:30:33 main:574] : INFO : Epoch 1678 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 2046.98 ms [2022-04-10 21:30:35 main:574] : INFO : Epoch 1679 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 2078.2 ms [2022-04-10 21:30:37 main:574] : INFO : Epoch 1680 | loss: 0.0311725 | val_loss: 0.0311804 | Time: 2054.98 ms [2022-04-10 21:30:39 main:574] : INFO : Epoch 1681 | loss: 0.0311721 | val_loss: 0.0311814 | Time: 2066.29 ms [2022-04-10 21:30:41 main:574] : INFO : Epoch 1682 | loss: 0.0311727 | val_loss: 0.0311797 | Time: 2066.86 ms [2022-04-10 21:30:44 main:574] : INFO : Epoch 1683 | loss: 0.031172 | val_loss: 0.0311803 | Time: 2073.83 ms [2022-04-10 21:30:46 main:574] : INFO : Epoch 1684 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 2021.52 ms [2022-04-10 21:30:48 main:574] : INFO : Epoch 1685 | loss: 0.0311729 | val_loss: 0.0311828 | Time: 2031.9 ms [2022-04-10 21:30:50 main:574] : INFO : Epoch 1686 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 2028.46 ms [2022-04-10 21:30:52 main:574] : INFO : Epoch 1687 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 1986.59 ms [2022-04-10 21:30:54 main:574] : INFO : Epoch 1688 | loss: 0.0311752 | val_loss: 0.0311814 | Time: 2031.41 ms [2022-04-10 21:30:56 main:574] : INFO : Epoch 1689 | loss: 0.0311741 | val_loss: 0.03118 | Time: 2044.53 ms [2022-04-10 21:30:58 main:574] : INFO : Epoch 1690 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 2177.7 ms [2022-04-10 21:31:01 main:574] : INFO : Epoch 1691 | loss: 0.0311727 | val_loss: 0.0311799 | Time: 2147.32 ms [2022-04-10 21:31:03 main:574] : INFO : Epoch 1692 | loss: 0.0311728 | val_loss: 0.0311806 | Time: 2062.33 ms [2022-04-10 21:31:05 main:574] : INFO : Epoch 1693 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 2050.47 ms [2022-04-10 21:31:07 main:574] : INFO : Epoch 1694 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 2031.43 ms [2022-04-10 21:31:09 main:574] : INFO : Epoch 1695 | loss: 0.0311728 | val_loss: 0.0311806 | Time: 2065.47 ms [2022-04-10 21:31:11 main:574] : INFO : Epoch 1696 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 2060.19 ms [2022-04-10 21:31:14 main:574] : INFO : Epoch 1697 | loss: 0.0311743 | val_loss: 0.0311792 | Time: 2040.6 ms [2022-04-10 21:31:16 main:574] : INFO : Epoch 1698 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 1997.77 ms [2022-04-10 21:31:18 main:574] : INFO : Epoch 1699 | loss: 0.0311747 | val_loss: 0.0311807 | Time: 2029.59 ms [2022-04-10 21:31:20 main:574] : INFO : Epoch 1700 | loss: 0.0311743 | val_loss: 0.0311834 | Time: 2062.43 ms [2022-04-10 21:31:22 main:574] : INFO : Epoch 1701 | loss: 0.031175 | val_loss: 0.0311813 | Time: 2070.62 ms [2022-04-10 21:31:24 main:574] : INFO : Epoch 1702 | loss: 0.031174 | val_loss: 0.0311799 | Time: 2078.19 ms [2022-04-10 21:31:27 main:574] : INFO : Epoch 1703 | loss: 0.0311741 | val_loss: 0.03118 | Time: 2087.19 ms [2022-04-10 21:31:29 main:574] : INFO : Epoch 1704 | loss: 0.031173 | val_loss: 0.0311798 | Time: 2067.99 ms [2022-04-10 21:31:31 main:574] : INFO : Epoch 1705 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 2006.05 ms [2022-04-10 21:31:33 main:574] : INFO : Epoch 1706 | loss: 0.0311738 | val_loss: 0.03118 | Time: 2011.85 ms [2022-04-10 21:31:35 main:574] : INFO : Epoch 1707 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 2112.22 ms [2022-04-10 21:31:37 main:574] : INFO : Epoch 1708 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 2017.34 ms [2022-04-10 21:31:40 main:574] : INFO : Epoch 1709 | loss: 0.031175 | val_loss: 0.0311823 | Time: 2043.4 ms [2022-04-10 21:31:42 main:574] : INFO : Epoch 1710 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 2061.35 ms [2022-04-10 21:31:44 main:574] : INFO : Epoch 1711 | loss: 0.0311734 | val_loss: 0.0311796 | Time: 2071.85 ms [2022-04-10 21:31:46 main:574] : INFO : Epoch 1712 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 2058.01 ms [2022-04-10 21:31:48 main:574] : INFO : Epoch 1713 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 2005.52 ms [2022-04-10 21:31:50 main:574] : INFO : Epoch 1714 | loss: 0.031172 | val_loss: 0.0311802 | Time: 2047.06 ms [2022-04-10 21:31:52 main:574] : INFO : Epoch 1715 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 2073.02 ms [2022-04-10 21:31:54 main:574] : INFO : Epoch 1716 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 2062.43 ms [2022-04-10 21:31:57 main:574] : INFO : Epoch 1717 | loss: 0.0311728 | val_loss: 0.0311797 | Time: 2085.23 ms [2022-04-10 21:31:59 main:574] : INFO : Epoch 1718 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 2081.13 ms [2022-04-10 21:32:01 main:574] : INFO : Epoch 1719 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 2043.57 ms [2022-04-10 21:32:03 main:574] : INFO : Epoch 1720 | loss: 0.0311718 | val_loss: 0.0311802 | Time: 2088.99 ms [2022-04-10 21:32:05 main:574] : INFO : Epoch 1721 | loss: 0.0311717 | val_loss: 0.0311818 | Time: 2052.86 ms [2022-04-10 21:32:07 main:574] : INFO : Epoch 1722 | loss: 0.0311714 | val_loss: 0.03118 | Time: 2104.32 ms [2022-04-10 21:32:10 main:574] : INFO : Epoch 1723 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 2053.72 ms [2022-04-10 21:32:12 main:574] : INFO : Epoch 1724 | loss: 0.0311713 | val_loss: 0.0311792 | Time: 2044.92 ms [2022-04-10 21:32:14 main:574] : INFO : Epoch 1725 | loss: 0.0311714 | val_loss: 0.0311796 | Time: 2033.68 ms [2022-04-10 21:32:16 main:574] : INFO : Epoch 1726 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 2082.23 ms [2022-04-10 21:32:18 main:574] : INFO : Epoch 1727 | loss: 0.0311714 | val_loss: 0.0311799 | Time: 2081.24 ms [2022-04-10 21:32:20 main:574] : INFO : Epoch 1728 | loss: 0.0311719 | val_loss: 0.0311804 | Time: 2072.09 ms [2022-04-10 21:32:23 main:574] : INFO : Epoch 1729 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 2088.65 ms [2022-04-10 21:32:25 main:574] : INFO : Epoch 1730 | loss: 0.0311727 | val_loss: 0.0311795 | Time: 2055.7 ms [2022-04-10 21:32:27 main:574] : INFO : Epoch 1731 | loss: 0.0311729 | val_loss: 0.0311793 | Time: 2084.1 ms [2022-04-10 21:32:29 main:574] : INFO : Epoch 1732 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 2052.12 ms [2022-04-10 21:32:31 main:574] : INFO : Epoch 1733 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 2097.1 ms [2022-04-10 21:32:34 main:574] : INFO : Epoch 1734 | loss: 0.031172 | val_loss: 0.0311797 | Time: 2069.1 ms [2022-04-10 21:32:36 main:574] : INFO : Epoch 1735 | loss: 0.0311724 | val_loss: 0.03118 | Time: 2108.8 ms [2022-04-10 21:32:38 main:574] : INFO : Epoch 1736 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 2057.14 ms [2022-04-10 21:32:40 main:574] : INFO : Epoch 1737 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 2023.14 ms [2022-04-10 21:32:42 main:574] : INFO : Epoch 1738 | loss: 0.0311725 | val_loss: 0.0311795 | Time: 2102.35 ms [2022-04-10 21:32:44 main:574] : INFO : Epoch 1739 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 2064.5 ms [2022-04-10 21:32:47 main:574] : INFO : Epoch 1740 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 2039.14 ms [2022-04-10 21:32:49 main:574] : INFO : Epoch 1741 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 2044.52 ms [2022-04-10 21:32:51 main:574] : INFO : Epoch 1742 | loss: 0.031172 | val_loss: 0.031178 | Time: 2109.42 ms [2022-04-10 21:32:53 main:574] : INFO : Epoch 1743 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 2059.5 ms [2022-04-10 21:32:55 main:574] : INFO : Epoch 1744 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 2086.15 ms [2022-04-10 21:32:57 main:574] : INFO : Epoch 1745 | loss: 0.0311726 | val_loss: 0.0311813 | Time: 2053.12 ms [2022-04-10 21:33:00 main:574] : INFO : Epoch 1746 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 2079.7 ms [2022-04-10 21:33:02 main:574] : INFO : Epoch 1747 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 2110.39 ms [2022-04-10 21:33:04 main:574] : INFO : Epoch 1748 | loss: 0.0311724 | val_loss: 0.0311819 | Time: 2069.81 ms [2022-04-10 21:33:06 main:574] : INFO : Epoch 1749 | loss: 0.0311716 | val_loss: 0.031181 | Time: 2061.74 ms [2022-04-10 21:33:08 main:574] : INFO : Epoch 1750 | loss: 0.031172 | val_loss: 0.0311793 | Time: 2057.98 ms [2022-04-10 21:33:10 main:574] : INFO : Epoch 1751 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 2001.68 ms [2022-04-10 21:33:12 main:574] : INFO : Epoch 1752 | loss: 0.0311738 | val_loss: 0.0311865 | Time: 2005.48 ms [2022-04-10 21:33:15 main:574] : INFO : Epoch 1753 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 2096.53 ms [2022-04-10 21:33:17 main:574] : INFO : Epoch 1754 | loss: 0.0311708 | val_loss: 0.0311787 | Time: 2139.59 ms [2022-04-10 21:33:19 main:574] : INFO : Epoch 1755 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 2021.79 ms [2022-04-10 21:33:21 main:574] : INFO : Epoch 1756 | loss: 0.0311713 | val_loss: 0.0311777 | Time: 2057.82 ms [2022-04-10 21:33:23 main:574] : INFO : Epoch 1757 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 2015.64 ms [2022-04-10 21:33:25 main:574] : INFO : Epoch 1758 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 2019.83 ms [2022-04-10 21:33:28 main:574] : INFO : Epoch 1759 | loss: 0.0311729 | val_loss: 0.031179 | Time: 2022.84 ms [2022-04-10 21:33:30 main:574] : INFO : Epoch 1760 | loss: 0.0311717 | val_loss: 0.0311792 | Time: 2098.59 ms [2022-04-10 21:33:32 main:574] : INFO : Epoch 1761 | loss: 0.0311703 | val_loss: 0.0311784 | Time: 2054.85 ms [2022-04-10 21:33:34 main:574] : INFO : Epoch 1762 | loss: 0.0311707 | val_loss: 0.0311779 | Time: 2025.85 ms [2022-04-10 21:33:36 main:574] : INFO : Epoch 1763 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 2085.83 ms [2022-04-10 21:33:38 main:574] : INFO : Epoch 1764 | loss: 0.0311727 | val_loss: 0.03118 | Time: 2075.98 ms [2022-04-10 21:33:40 main:574] : INFO : Epoch 1765 | loss: 0.0311711 | val_loss: 0.0311782 | Time: 2058.21 ms [2022-04-10 21:33:43 main:574] : INFO : Epoch 1766 | loss: 0.0311724 | val_loss: 0.0311779 | Time: 2011.38 ms [2022-04-10 21:33:45 main:574] : INFO : Epoch 1767 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 2057.42 ms [2022-04-10 21:33:47 main:574] : INFO : Epoch 1768 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 2059.77 ms [2022-04-10 21:33:49 main:574] : INFO : Epoch 1769 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 2053.34 ms [2022-04-10 21:33:51 main:574] : INFO : Epoch 1770 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 2104.36 ms [2022-04-10 21:33:53 main:574] : INFO : Epoch 1771 | loss: 0.0311705 | val_loss: 0.0311806 | Time: 2108.92 ms [2022-04-10 21:33:55 main:574] : INFO : Epoch 1772 | loss: 0.031171 | val_loss: 0.0311806 | Time: 2023.29 ms [2022-04-10 21:33:58 main:574] : INFO : Epoch 1773 | loss: 0.0311703 | val_loss: 0.03118 | Time: 2097.12 ms [2022-04-10 21:34:00 main:574] : INFO : Epoch 1774 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 2063 ms [2022-04-10 21:34:02 main:574] : INFO : Epoch 1775 | loss: 0.0311704 | val_loss: 0.0311788 | Time: 2071.48 ms [2022-04-10 21:34:04 main:574] : INFO : Epoch 1776 | loss: 0.03117 | val_loss: 0.0311789 | Time: 2113.13 ms [2022-04-10 21:34:06 main:574] : INFO : Epoch 1777 | loss: 0.0311696 | val_loss: 0.0311806 | Time: 2082.16 ms [2022-04-10 21:34:08 main:574] : INFO : Epoch 1778 | loss: 0.0311694 | val_loss: 0.0311795 | Time: 2038.46 ms [2022-04-10 21:34:11 main:574] : INFO : Epoch 1779 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 2101.91 ms [2022-04-10 21:34:13 main:574] : INFO : Epoch 1780 | loss: 0.03117 | val_loss: 0.0311789 | Time: 2090.09 ms [2022-04-10 21:34:15 main:574] : INFO : Epoch 1781 | loss: 0.03117 | val_loss: 0.0311789 | Time: 2057.98 ms [2022-04-10 21:34:17 main:574] : INFO : Epoch 1782 | loss: 0.0311709 | val_loss: 0.0311815 | Time: 2043.42 ms [2022-04-10 21:34:19 main:574] : INFO : Epoch 1783 | loss: 0.0311714 | val_loss: 0.031181 | Time: 2084.72 ms [2022-04-10 21:34:22 main:574] : INFO : Epoch 1784 | loss: 0.0311708 | val_loss: 0.03118 | Time: 2131.68 ms [2022-04-10 21:34:24 main:574] : INFO : Epoch 1785 | loss: 0.0311704 | val_loss: 0.0311793 | Time: 2078.84 ms [2022-04-10 21:34:26 main:574] : INFO : Epoch 1786 | loss: 0.0311705 | val_loss: 0.0311793 | Time: 1973.96 ms [2022-04-10 21:34:28 main:574] : INFO : Epoch 1787 | loss: 0.0311698 | val_loss: 0.0311794 | Time: 2062.73 ms [2022-04-10 21:34:30 main:574] : INFO : Epoch 1788 | loss: 0.0311694 | val_loss: 0.0311802 | Time: 2076.34 ms [2022-04-10 21:34:32 main:574] : INFO : Epoch 1789 | loss: 0.0311703 | val_loss: 0.0311863 | Time: 2109.27 ms [2022-04-10 21:34:34 main:574] : INFO : Epoch 1790 | loss: 0.0311728 | val_loss: 0.031181 | Time: 2037.41 ms [2022-04-10 21:34:37 main:574] : INFO : Epoch 1791 | loss: 0.0311738 | val_loss: 0.0311788 | Time: 2139.09 ms [2022-04-10 21:34:39 main:574] : INFO : Epoch 1792 | loss: 0.0311708 | val_loss: 0.0311785 | Time: 2172.71 ms [2022-04-10 21:34:41 main:574] : INFO : Epoch 1793 | loss: 0.0311714 | val_loss: 0.0311806 | Time: 2085.8 ms [2022-04-10 21:34:43 main:574] : INFO : Epoch 1794 | loss: 0.0311705 | val_loss: 0.03118 | Time: 2073.05 ms [2022-04-10 21:34:46 main:574] : INFO : Epoch 1795 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 2084.75 ms [2022-04-10 21:34:48 main:574] : INFO : Epoch 1796 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 2034.15 ms [2022-04-10 21:34:50 main:574] : INFO : Epoch 1797 | loss: 0.0311722 | val_loss: 0.0311848 | Time: 2090.99 ms [2022-04-10 21:34:52 main:574] : INFO : Epoch 1798 | loss: 0.0311734 | val_loss: 0.0311815 | Time: 2112.96 ms [2022-04-10 21:34:54 main:574] : INFO : Epoch 1799 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 2034.92 ms [2022-04-10 21:34:56 main:574] : INFO : Epoch 1800 | loss: 0.0311709 | val_loss: 0.0311813 | Time: 2063.12 ms [2022-04-10 21:34:59 main:574] : INFO : Epoch 1801 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 2044.77 ms [2022-04-10 21:35:01 main:574] : INFO : Epoch 1802 | loss: 0.0311705 | val_loss: 0.0311812 | Time: 2059.84 ms [2022-04-10 21:35:03 main:574] : INFO : Epoch 1803 | loss: 0.0311726 | val_loss: 0.0311862 | Time: 2101.37 ms [2022-04-10 21:35:05 main:574] : INFO : Epoch 1804 | loss: 0.0311715 | val_loss: 0.0311811 | Time: 2033.43 ms [2022-04-10 21:35:07 main:574] : INFO : Epoch 1805 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 2046.61 ms [2022-04-10 21:35:09 main:574] : INFO : Epoch 1806 | loss: 0.0311706 | val_loss: 0.0311801 | Time: 2040.87 ms [2022-04-10 21:35:11 main:574] : INFO : Epoch 1807 | loss: 0.0311696 | val_loss: 0.03118 | Time: 2074.31 ms [2022-04-10 21:35:14 main:574] : INFO : Epoch 1808 | loss: 0.0311697 | val_loss: 0.0311817 | Time: 2009.78 ms [2022-04-10 21:35:16 main:574] : INFO : Epoch 1809 | loss: 0.0311695 | val_loss: 0.0311808 | Time: 2015.01 ms [2022-04-10 21:35:18 main:574] : INFO : Epoch 1810 | loss: 0.031169 | val_loss: 0.0311803 | Time: 2037.79 ms [2022-04-10 21:35:20 main:574] : INFO : Epoch 1811 | loss: 0.0311702 | val_loss: 0.0311805 | Time: 2624.77 ms [2022-04-10 21:35:23 main:574] : INFO : Epoch 1812 | loss: 0.0311691 | val_loss: 0.0311807 | Time: 2508.22 ms [2022-04-10 21:35:26 main:574] : INFO : Epoch 1813 | loss: 0.0311683 | val_loss: 0.0311807 | Time: 2233.5 ms [2022-04-10 21:35:28 main:574] : INFO : Epoch 1814 | loss: 0.0311685 | val_loss: 0.0311814 | Time: 2112.17 ms [2022-04-10 21:35:30 main:574] : INFO : Epoch 1815 | loss: 0.0311683 | val_loss: 0.0311797 | Time: 2062.43 ms [2022-04-10 21:35:32 main:574] : INFO : Epoch 1816 | loss: 0.0311681 | val_loss: 0.0311807 | Time: 2053.72 ms [2022-04-10 21:35:34 main:574] : INFO : Epoch 1817 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 2087.58 ms [2022-04-10 21:35:37 main:574] : INFO : Epoch 1818 | loss: 0.0311693 | val_loss: 0.0311792 | Time: 2084.26 ms [2022-04-10 21:35:39 main:574] : INFO : Epoch 1819 | loss: 0.0311697 | val_loss: 0.0311799 | Time: 2046.35 ms [2022-04-10 21:35:41 main:574] : INFO : Epoch 1820 | loss: 0.0311706 | val_loss: 0.03118 | Time: 2110.14 ms [2022-04-10 21:35:43 main:574] : INFO : Epoch 1821 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 2038.25 ms [2022-04-10 21:35:45 main:574] : INFO : Epoch 1822 | loss: 0.0311687 | val_loss: 0.0311803 | Time: 2090.77 ms [2022-04-10 21:35:47 main:574] : INFO : Epoch 1823 | loss: 0.031169 | val_loss: 0.0311802 | Time: 2045.97 ms [2022-04-10 21:35:50 main:574] : INFO : Epoch 1824 | loss: 0.0311689 | val_loss: 0.0311799 | Time: 2049.42 ms [2022-04-10 21:35:52 main:574] : INFO : Epoch 1825 | loss: 0.0311681 | val_loss: 0.0311795 | Time: 2080.65 ms [2022-04-10 21:35:54 main:574] : INFO : Epoch 1826 | loss: 0.031168 | val_loss: 0.0311794 | Time: 2020.92 ms [2022-04-10 21:35:56 main:574] : INFO : Epoch 1827 | loss: 0.0311706 | val_loss: 0.0311816 | Time: 2008.79 ms [2022-04-10 21:35:58 main:574] : INFO : Epoch 1828 | loss: 0.0311696 | val_loss: 0.0311816 | Time: 2086.88 ms [2022-04-10 21:36:00 main:574] : INFO : Epoch 1829 | loss: 0.0311696 | val_loss: 0.0311795 | Time: 2058.8 ms [2022-04-10 21:36:02 main:574] : INFO : Epoch 1830 | loss: 0.0311686 | val_loss: 0.0311811 | Time: 2023.56 ms [2022-04-10 21:36:04 main:574] : INFO : Epoch 1831 | loss: 0.0311698 | val_loss: 0.0311797 | Time: 2031.87 ms [2022-04-10 21:36:07 main:574] : INFO : Epoch 1832 | loss: 0.031168 | val_loss: 0.031185 | Time: 2054.39 ms [2022-04-10 21:36:09 main:574] : INFO : Epoch 1833 | loss: 0.0311686 | val_loss: 0.0311797 | Time: 2037.55 ms [2022-04-10 21:36:11 main:574] : INFO : Epoch 1834 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 2062.5 ms [2022-04-10 21:36:13 main:574] : INFO : Epoch 1835 | loss: 0.0311694 | val_loss: 0.0311819 | Time: 2074.05 ms [2022-04-10 21:36:15 main:574] : INFO : Epoch 1836 | loss: 0.0311684 | val_loss: 0.0311805 | Time: 2038.93 ms [2022-04-10 21:36:17 main:574] : INFO : Epoch 1837 | loss: 0.031168 | val_loss: 0.0311801 | Time: 2113.68 ms [2022-04-10 21:36:20 main:574] : INFO : Epoch 1838 | loss: 0.0311695 | val_loss: 0.0311844 | Time: 2009.87 ms [2022-04-10 21:36:22 main:574] : INFO : Epoch 1839 | loss: 0.0311712 | val_loss: 0.0311815 | Time: 2082.3 ms [2022-04-10 21:36:24 main:574] : INFO : Epoch 1840 | loss: 0.0311676 | val_loss: 0.03118 | Time: 2059.4 ms [2022-04-10 21:36:26 main:574] : INFO : Epoch 1841 | loss: 0.0311688 | val_loss: 0.031181 | Time: 2050.39 ms [2022-04-10 21:36:28 main:574] : INFO : Epoch 1842 | loss: 0.0311679 | val_loss: 0.0311826 | Time: 2064.14 ms [2022-04-10 21:36:30 main:574] : INFO : Epoch 1843 | loss: 0.0311671 | val_loss: 0.0311795 | Time: 2061.61 ms [2022-04-10 21:36:32 main:574] : INFO : Epoch 1844 | loss: 0.0311679 | val_loss: 0.0311817 | Time: 2033.35 ms [2022-04-10 21:36:35 main:574] : INFO : Epoch 1845 | loss: 0.0311674 | val_loss: 0.031182 | Time: 2088.74 ms [2022-04-10 21:36:37 main:574] : INFO : Epoch 1846 | loss: 0.0311688 | val_loss: 0.0311821 | Time: 2232.29 ms [2022-04-10 21:36:40 main:574] : INFO : Epoch 1847 | loss: 0.0311677 | val_loss: 0.0311811 | Time: 2410.57 ms [2022-04-10 21:36:42 main:574] : INFO : Epoch 1848 | loss: 0.0311681 | val_loss: 0.0311799 | Time: 2408.7 ms [2022-04-10 21:36:45 main:574] : INFO : Epoch 1849 | loss: 0.0311679 | val_loss: 0.0311786 | Time: 2239.54 ms [2022-04-10 21:36:47 main:574] : INFO : Epoch 1850 | loss: 0.0311669 | val_loss: 0.0311803 | Time: 2173.6 ms [2022-04-10 21:36:49 main:574] : INFO : Epoch 1851 | loss: 0.0311672 | val_loss: 0.0311797 | Time: 2119.71 ms [2022-04-10 21:36:51 main:574] : INFO : Epoch 1852 | loss: 0.0311697 | val_loss: 0.0311801 | Time: 2110.8 ms [2022-04-10 21:36:54 main:574] : INFO : Epoch 1853 | loss: 0.0311687 | val_loss: 0.0311799 | Time: 2095.3 ms [2022-04-10 21:36:56 main:574] : INFO : Epoch 1854 | loss: 0.0311675 | val_loss: 0.0311811 | Time: 2135.62 ms [2022-04-10 21:36:58 main:574] : INFO : Epoch 1855 | loss: 0.031167 | val_loss: 0.0311807 | Time: 2165.8 ms [2022-04-10 21:37:00 main:574] : INFO : Epoch 1856 | loss: 0.031167 | val_loss: 0.0311822 | Time: 2054.93 ms [2022-04-10 21:37:02 main:574] : INFO : Epoch 1857 | loss: 0.0311685 | val_loss: 0.0311825 | Time: 2096.25 ms [2022-04-10 21:37:05 main:574] : INFO : Epoch 1858 | loss: 0.0311685 | val_loss: 0.031181 | Time: 2085.26 ms [2022-04-10 21:37:07 main:574] : INFO : Epoch 1859 | loss: 0.0311687 | val_loss: 0.0311807 | Time: 2095.6 ms [2022-04-10 21:37:09 main:574] : INFO : Epoch 1860 | loss: 0.0311673 | val_loss: 0.0311801 | Time: 2086.06 ms [2022-04-10 21:37:11 main:574] : INFO : Epoch 1861 | loss: 0.0311676 | val_loss: 0.0311829 | Time: 2117.45 ms [2022-04-10 21:37:13 main:574] : INFO : Epoch 1862 | loss: 0.0311685 | val_loss: 0.0311805 | Time: 2164.02 ms [2022-04-10 21:37:16 main:574] : INFO : Epoch 1863 | loss: 0.0311674 | val_loss: 0.0311789 | Time: 2106.32 ms [2022-04-10 21:37:18 main:574] : INFO : Epoch 1864 | loss: 0.0311668 | val_loss: 0.0311809 | Time: 2133.32 ms [2022-04-10 21:37:20 main:574] : INFO : Epoch 1865 | loss: 0.0311667 | val_loss: 0.0311797 | Time: 2047.98 ms [2022-04-10 21:37:22 main:574] : INFO : Epoch 1866 | loss: 0.0311672 | val_loss: 0.0311837 | Time: 2059.27 ms [2022-04-10 21:37:24 main:574] : INFO : Epoch 1867 | loss: 0.0311679 | val_loss: 0.0311797 | Time: 2105.84 ms [2022-04-10 21:37:27 main:574] : INFO : Epoch 1868 | loss: 0.0311685 | val_loss: 0.03118 | Time: 2175.23 ms [2022-04-10 21:37:29 main:574] : INFO : Epoch 1869 | loss: 0.0311716 | val_loss: 0.03118 | Time: 2118.65 ms [2022-04-10 21:37:31 main:574] : INFO : Epoch 1870 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 2084.62 ms [2022-04-10 21:37:33 main:574] : INFO : Epoch 1871 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 2068.44 ms [2022-04-10 21:37:35 main:574] : INFO : Epoch 1872 | loss: 0.0311719 | val_loss: 0.0311813 | Time: 2030.87 ms [2022-04-10 21:37:38 main:574] : INFO : Epoch 1873 | loss: 0.0311702 | val_loss: 0.0311799 | Time: 2072.3 ms [2022-04-10 21:37:40 main:574] : INFO : Epoch 1874 | loss: 0.0311701 | val_loss: 0.0311789 | Time: 2021.57 ms [2022-04-10 21:37:42 main:574] : INFO : Epoch 1875 | loss: 0.03117 | val_loss: 0.0311812 | Time: 2003.41 ms [2022-04-10 21:37:44 main:574] : INFO : Epoch 1876 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 2044.43 ms [2022-04-10 21:37:46 main:574] : INFO : Epoch 1877 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 2125.18 ms [2022-04-10 21:37:48 main:574] : INFO : Epoch 1878 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 2032.96 ms [2022-04-10 21:37:50 main:574] : INFO : Epoch 1879 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 2142.68 ms [2022-04-10 21:37:53 main:574] : INFO : Epoch 1880 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 2090.4 ms [2022-04-10 21:37:55 main:574] : INFO : Epoch 1881 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 2108.67 ms [2022-04-10 21:37:57 main:574] : INFO : Epoch 1882 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 2025.36 ms [2022-04-10 21:37:59 main:574] : INFO : Epoch 1883 | loss: 0.0311714 | val_loss: 0.0311782 | Time: 2068.23 ms [2022-04-10 21:38:01 main:574] : INFO : Epoch 1884 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 2059.66 ms [2022-04-10 21:38:03 main:574] : INFO : Epoch 1885 | loss: 0.0311702 | val_loss: 0.031178 | Time: 2073.67 ms [2022-04-10 21:38:06 main:574] : INFO : Epoch 1886 | loss: 0.0311704 | val_loss: 0.0311777 | Time: 2020.61 ms [2022-04-10 21:38:08 main:574] : INFO : Epoch 1887 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 1999.71 ms [2022-04-10 21:38:10 main:574] : INFO : Epoch 1888 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 2099.76 ms [2022-04-10 21:38:12 main:574] : INFO : Epoch 1889 | loss: 0.0311687 | val_loss: 0.0311777 | Time: 2037.72 ms [2022-04-10 21:38:14 main:574] : INFO : Epoch 1890 | loss: 0.0311696 | val_loss: 0.0311768 | Time: 2088.21 ms [2022-04-10 21:38:16 main:574] : INFO : Epoch 1891 | loss: 0.03117 | val_loss: 0.031177 | Time: 2073.74 ms [2022-04-10 21:38:19 main:574] : INFO : Epoch 1892 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 2093.95 ms [2022-04-10 21:38:21 main:574] : INFO : Epoch 1893 | loss: 0.0311706 | val_loss: 0.031177 | Time: 1992.95 ms [2022-04-10 21:38:23 main:574] : INFO : Epoch 1894 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 2070.13 ms [2022-04-10 21:38:25 main:574] : INFO : Epoch 1895 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 2106.13 ms [2022-04-10 21:38:27 main:574] : INFO : Epoch 1896 | loss: 0.0311683 | val_loss: 0.0311774 | Time: 2060.54 ms [2022-04-10 21:38:29 main:574] : INFO : Epoch 1897 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 2067.23 ms [2022-04-10 21:38:31 main:574] : INFO : Epoch 1898 | loss: 0.0311686 | val_loss: 0.031176 | Time: 2068.18 ms [2022-04-10 21:38:34 main:574] : INFO : Epoch 1899 | loss: 0.031168 | val_loss: 0.0311772 | Time: 2039.38 ms [2022-04-10 21:38:36 main:574] : INFO : Epoch 1900 | loss: 0.0311689 | val_loss: 0.031178 | Time: 2081.97 ms [2022-04-10 21:38:38 main:574] : INFO : Epoch 1901 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 2105.69 ms [2022-04-10 21:38:40 main:574] : INFO : Epoch 1902 | loss: 0.0311694 | val_loss: 0.031181 | Time: 2071.66 ms [2022-04-10 21:38:42 main:574] : INFO : Epoch 1903 | loss: 0.0311699 | val_loss: 0.0311756 | Time: 2159.08 ms [2022-04-10 21:38:45 main:574] : INFO : Epoch 1904 | loss: 0.0311697 | val_loss: 0.031178 | Time: 2061.31 ms [2022-04-10 21:38:47 main:574] : INFO : Epoch 1905 | loss: 0.03117 | val_loss: 0.0311753 | Time: 2040.96 ms [2022-04-10 21:38:49 main:574] : INFO : Epoch 1906 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 2125.24 ms [2022-04-10 21:38:51 main:574] : INFO : Epoch 1907 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 2076.54 ms [2022-04-10 21:38:53 main:574] : INFO : Epoch 1908 | loss: 0.0311807 | val_loss: 0.0311835 | Time: 2050.85 ms [2022-04-10 21:38:55 main:574] : INFO : Epoch 1909 | loss: 0.0311795 | val_loss: 0.0311812 | Time: 2050.21 ms [2022-04-10 21:38:58 main:574] : INFO : Epoch 1910 | loss: 0.0311801 | val_loss: 0.0311816 | Time: 2137.76 ms [2022-04-10 21:39:00 main:574] : INFO : Epoch 1911 | loss: 0.0311833 | val_loss: 0.0311852 | Time: 2033.4 ms [2022-04-10 21:39:02 main:574] : INFO : Epoch 1912 | loss: 0.0311784 | val_loss: 0.0311807 | Time: 2070.75 ms [2022-04-10 21:39:04 main:574] : INFO : Epoch 1913 | loss: 0.031178 | val_loss: 0.0311807 | Time: 2050.4 ms [2022-04-10 21:39:06 main:574] : INFO : Epoch 1914 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 2075.68 ms [2022-04-10 21:39:08 main:574] : INFO : Epoch 1915 | loss: 0.0311794 | val_loss: 0.0311828 | Time: 2055.44 ms [2022-04-10 21:39:11 main:574] : INFO : Epoch 1916 | loss: 0.0311787 | val_loss: 0.0311817 | Time: 2071 ms [2022-04-10 21:39:13 main:574] : INFO : Epoch 1917 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 2078.42 ms [2022-04-10 21:39:15 main:574] : INFO : Epoch 1918 | loss: 0.0311789 | val_loss: 0.0311866 | Time: 2108.74 ms [2022-04-10 21:39:17 main:574] : INFO : Epoch 1919 | loss: 0.0311808 | val_loss: 0.031181 | Time: 2061.99 ms [2022-04-10 21:39:19 main:574] : INFO : Epoch 1920 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 2062.37 ms [2022-04-10 21:39:21 main:574] : INFO : Epoch 1921 | loss: 0.031177 | val_loss: 0.0311808 | Time: 2049.4 ms [2022-04-10 21:39:24 main:574] : INFO : Epoch 1922 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 2034.8 ms [2022-04-10 21:39:26 main:574] : INFO : Epoch 1923 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 2089.38 ms [2022-04-10 21:39:28 main:574] : INFO : Epoch 1924 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 2116.09 ms [2022-04-10 21:39:30 main:574] : INFO : Epoch 1925 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 2054.13 ms [2022-04-10 21:39:32 main:574] : INFO : Epoch 1926 | loss: 0.0311789 | val_loss: 0.0311831 | Time: 2053.25 ms [2022-04-10 21:39:35 main:574] : INFO : Epoch 1927 | loss: 0.0311765 | val_loss: 0.0311836 | Time: 2081.11 ms [2022-04-10 21:39:37 main:574] : INFO : Epoch 1928 | loss: 0.0311761 | val_loss: 0.0311814 | Time: 2058.39 ms [2022-04-10 21:39:39 main:574] : INFO : Epoch 1929 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 2070.43 ms [2022-04-10 21:39:41 main:574] : INFO : Epoch 1930 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 2057.44 ms [2022-04-10 21:39:43 main:574] : INFO : Epoch 1931 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 2064.83 ms [2022-04-10 21:39:45 main:574] : INFO : Epoch 1932 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 2068.28 ms [2022-04-10 21:39:48 main:574] : INFO : Epoch 1933 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 2073.9 ms [2022-04-10 21:39:50 main:574] : INFO : Epoch 1934 | loss: 0.0311745 | val_loss: 0.0311807 | Time: 2061.68 ms [2022-04-10 21:39:52 main:574] : INFO : Epoch 1935 | loss: 0.0311758 | val_loss: 0.0311843 | Time: 2120.81 ms [2022-04-10 21:39:54 main:574] : INFO : Epoch 1936 | loss: 0.031176 | val_loss: 0.0311795 | Time: 2051.64 ms [2022-04-10 21:39:56 main:574] : INFO : Epoch 1937 | loss: 0.0311743 | val_loss: 0.0311791 | Time: 2066.37 ms [2022-04-10 21:39:58 main:574] : INFO : Epoch 1938 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 2088.06 ms [2022-04-10 21:40:01 main:574] : INFO : Epoch 1939 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 2076.58 ms [2022-04-10 21:40:03 main:574] : INFO : Epoch 1940 | loss: 0.0311739 | val_loss: 0.0311794 | Time: 2102.15 ms [2022-04-10 21:40:05 main:574] : INFO : Epoch 1941 | loss: 0.0311752 | val_loss: 0.0311847 | Time: 2036.47 ms [2022-04-10 21:40:07 main:574] : INFO : Epoch 1942 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 2125.14 ms [2022-04-10 21:40:09 main:574] : INFO : Epoch 1943 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 2021.17 ms [2022-04-10 21:40:11 main:574] : INFO : Epoch 1944 | loss: 0.031176 | val_loss: 0.0311792 | Time: 2037.26 ms [2022-04-10 21:40:13 main:574] : INFO : Epoch 1945 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 2076.2 ms [2022-04-10 21:40:16 main:574] : INFO : Epoch 1946 | loss: 0.0311748 | val_loss: 0.0311814 | Time: 2071.81 ms [2022-04-10 21:40:18 main:574] : INFO : Epoch 1947 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 2039.5 ms [2022-04-10 21:40:20 main:574] : INFO : Epoch 1948 | loss: 0.0311741 | val_loss: 0.0311836 | Time: 2045.74 ms [2022-04-10 21:40:22 main:574] : INFO : Epoch 1949 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 2010.56 ms [2022-04-10 21:40:24 main:574] : INFO : Epoch 1950 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 2112.19 ms [2022-04-10 21:40:26 main:574] : INFO : Epoch 1951 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 2149.67 ms [2022-04-10 21:40:29 main:574] : INFO : Epoch 1952 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 2085.34 ms [2022-04-10 21:40:31 main:574] : INFO : Epoch 1953 | loss: 0.0311738 | val_loss: 0.0311797 | Time: 2159.11 ms [2022-04-10 21:40:33 main:574] : INFO : Epoch 1954 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 1999.06 ms [2022-04-10 21:40:35 main:574] : INFO : Epoch 1955 | loss: 0.0311762 | val_loss: 0.0311803 | Time: 2044.85 ms [2022-04-10 21:40:37 main:574] : INFO : Epoch 1956 | loss: 0.0311753 | val_loss: 0.031183 | Time: 2137.11 ms [2022-04-10 21:40:39 main:574] : INFO : Epoch 1957 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 2077.92 ms [2022-04-10 21:40:42 main:574] : INFO : Epoch 1958 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 2021.39 ms [2022-04-10 21:40:44 main:574] : INFO : Epoch 1959 | loss: 0.0311744 | val_loss: 0.0311853 | Time: 2072.69 ms [2022-04-10 21:40:46 main:574] : INFO : Epoch 1960 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 2020.87 ms [2022-04-10 21:40:48 main:574] : INFO : Epoch 1961 | loss: 0.0311736 | val_loss: 0.0311789 | Time: 2102.29 ms [2022-04-10 21:40:50 main:574] : INFO : Epoch 1962 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 2057.91 ms [2022-04-10 21:40:52 main:574] : INFO : Epoch 1963 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 2029.26 ms [2022-04-10 21:40:54 main:574] : INFO : Epoch 1964 | loss: 0.031176 | val_loss: 0.0311809 | Time: 2056.77 ms [2022-04-10 21:40:56 main:574] : INFO : Epoch 1965 | loss: 0.0311753 | val_loss: 0.031179 | Time: 2049.91 ms [2022-04-10 21:40:59 main:574] : INFO : Epoch 1966 | loss: 0.0311734 | val_loss: 0.0311826 | Time: 2036.9 ms [2022-04-10 21:41:01 main:574] : INFO : Epoch 1967 | loss: 0.0311757 | val_loss: 0.0311793 | Time: 2158.85 ms [2022-04-10 21:41:03 main:574] : INFO : Epoch 1968 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 2043.81 ms [2022-04-10 21:41:05 main:574] : INFO : Epoch 1969 | loss: 0.0311725 | val_loss: 0.0311819 | Time: 2057.67 ms [2022-04-10 21:41:07 main:574] : INFO : Epoch 1970 | loss: 0.0311736 | val_loss: 0.0311802 | Time: 2093.81 ms [2022-04-10 21:41:09 main:574] : INFO : Epoch 1971 | loss: 0.0311731 | val_loss: 0.0311806 | Time: 2024.19 ms [2022-04-10 21:41:12 main:574] : INFO : Epoch 1972 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 2077.88 ms [2022-04-10 21:41:14 main:574] : INFO : Epoch 1973 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 2065.42 ms [2022-04-10 21:41:16 main:574] : INFO : Epoch 1974 | loss: 0.0311738 | val_loss: 0.0311839 | Time: 2072.57 ms [2022-04-10 21:41:18 main:574] : INFO : Epoch 1975 | loss: 0.031174 | val_loss: 0.0311828 | Time: 2045.37 ms [2022-04-10 21:41:20 main:574] : INFO : Epoch 1976 | loss: 0.0311768 | val_loss: 0.0311859 | Time: 2056.65 ms [2022-04-10 21:41:22 main:574] : INFO : Epoch 1977 | loss: 0.0311767 | val_loss: 0.0311814 | Time: 2037.52 ms [2022-04-10 21:41:25 main:574] : INFO : Epoch 1978 | loss: 0.031175 | val_loss: 0.0311885 | Time: 2063.22 ms [2022-04-10 21:41:27 main:574] : INFO : Epoch 1979 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 2100.33 ms [2022-04-10 21:41:29 main:574] : INFO : Epoch 1980 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 2093.23 ms [2022-04-10 21:41:31 main:574] : INFO : Epoch 1981 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 2062.57 ms [2022-04-10 21:41:33 main:574] : INFO : Epoch 1982 | loss: 0.0311753 | val_loss: 0.0311864 | Time: 2080.6 ms [2022-04-10 21:41:36 main:574] : INFO : Epoch 1983 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 2156.4 ms [2022-04-10 21:41:38 main:574] : INFO : Epoch 1984 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 2080.69 ms [2022-04-10 21:41:40 main:574] : INFO : Epoch 1985 | loss: 0.0311724 | val_loss: 0.0311796 | Time: 2061.22 ms [2022-04-10 21:41:42 main:574] : INFO : Epoch 1986 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 2082.92 ms [2022-04-10 21:41:44 main:574] : INFO : Epoch 1987 | loss: 0.0311724 | val_loss: 0.0311783 | Time: 2022.95 ms [2022-04-10 21:41:46 main:574] : INFO : Epoch 1988 | loss: 0.0311719 | val_loss: 0.0311795 | Time: 2032.13 ms [2022-04-10 21:41:48 main:574] : INFO : Epoch 1989 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 2060.38 ms [2022-04-10 21:41:51 main:574] : INFO : Epoch 1990 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 2066.6 ms [2022-04-10 21:41:53 main:574] : INFO : Epoch 1991 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 2052.19 ms [2022-04-10 21:41:55 main:574] : INFO : Epoch 1992 | loss: 0.0311721 | val_loss: 0.031181 | Time: 2058.43 ms [2022-04-10 21:41:57 main:574] : INFO : Epoch 1993 | loss: 0.031173 | val_loss: 0.0311848 | Time: 2107.36 ms [2022-04-10 21:41:59 main:574] : INFO : Epoch 1994 | loss: 0.0311724 | val_loss: 0.0311783 | Time: 2075.36 ms [2022-04-10 21:42:01 main:574] : INFO : Epoch 1995 | loss: 0.0311724 | val_loss: 0.0311852 | Time: 2085.82 ms [2022-04-10 21:42:03 main:574] : INFO : Epoch 1996 | loss: 0.0311769 | val_loss: 0.0311824 | Time: 2066.17 ms [2022-04-10 21:42:06 main:574] : INFO : Epoch 1997 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 2068.6 ms [2022-04-10 21:42:08 main:574] : INFO : Epoch 1998 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 2063.64 ms [2022-04-10 21:42:10 main:574] : INFO : Epoch 1999 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 2011.71 ms [2022-04-10 21:42:12 main:574] : INFO : Epoch 2000 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 2050.54 ms [2022-04-10 21:42:14 main:574] : INFO : Epoch 2001 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 2034.85 ms [2022-04-10 21:42:16 main:574] : INFO : Epoch 2002 | loss: 0.0311753 | val_loss: 0.0311799 | Time: 2005.4 ms [2022-04-10 21:42:19 main:574] : INFO : Epoch 2003 | loss: 0.031173 | val_loss: 0.0311805 | Time: 2108.1 ms [2022-04-10 21:42:21 main:574] : INFO : Epoch 2004 | loss: 0.0311731 | val_loss: 0.0311787 | Time: 2117.98 ms [2022-04-10 21:42:23 main:574] : INFO : Epoch 2005 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 2118.22 ms [2022-04-10 21:42:25 main:574] : INFO : Epoch 2006 | loss: 0.0311761 | val_loss: 0.03118 | Time: 2102.56 ms [2022-04-10 21:42:27 main:574] : INFO : Epoch 2007 | loss: 0.0311763 | val_loss: 0.0311808 | Time: 2024.34 ms [2022-04-10 21:42:29 main:574] : INFO : Epoch 2008 | loss: 0.0311762 | val_loss: 0.03118 | Time: 2008.25 ms [2022-04-10 21:42:31 main:574] : INFO : Epoch 2009 | loss: 0.0311752 | val_loss: 0.031179 | Time: 2090.96 ms [2022-04-10 21:42:34 main:574] : INFO : Epoch 2010 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 2100.14 ms [2022-04-10 21:42:36 main:574] : INFO : Epoch 2011 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 2067.22 ms [2022-04-10 21:42:38 main:574] : INFO : Epoch 2012 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 2032.89 ms [2022-04-10 21:42:40 main:574] : INFO : Epoch 2013 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 2030.79 ms [2022-04-10 21:42:42 main:574] : INFO : Epoch 2014 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 2093.76 ms [2022-04-10 21:42:44 main:574] : INFO : Epoch 2015 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 2100.08 ms [2022-04-10 21:42:47 main:574] : INFO : Epoch 2016 | loss: 0.0311733 | val_loss: 0.0311783 | Time: 2118.1 ms [2022-04-10 21:42:49 main:574] : INFO : Epoch 2017 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 2101.62 ms [2022-04-10 21:42:51 main:574] : INFO : Epoch 2018 | loss: 0.0311754 | val_loss: 0.0311783 | Time: 2055.48 ms [2022-04-10 21:42:53 main:574] : INFO : Epoch 2019 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 2041.66 ms [2022-04-10 21:42:55 main:574] : INFO : Epoch 2020 | loss: 0.031175 | val_loss: 0.0311813 | Time: 2069.81 ms [2022-04-10 21:42:57 main:574] : INFO : Epoch 2021 | loss: 0.0311742 | val_loss: 0.0311802 | Time: 2070.48 ms [2022-04-10 21:43:00 main:574] : INFO : Epoch 2022 | loss: 0.0311749 | val_loss: 0.03118 | Time: 2115.78 ms [2022-04-10 21:43:02 main:574] : INFO : Epoch 2023 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 2030.66 ms [2022-04-10 21:43:04 main:574] : INFO : Epoch 2024 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 2366.91 ms [2022-04-10 21:43:07 main:574] : INFO : Epoch 2025 | loss: 0.031175 | val_loss: 0.0311787 | Time: 2059.36 ms [2022-04-10 21:43:09 main:574] : INFO : Epoch 2026 | loss: 0.0311744 | val_loss: 0.0311788 | Time: 2194.1 ms [2022-04-10 21:43:11 main:574] : INFO : Epoch 2027 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 2100.88 ms [2022-04-10 21:43:13 main:574] : INFO : Epoch 2028 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 2045 ms [2022-04-10 21:43:15 main:574] : INFO : Epoch 2029 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 2017.75 ms [2022-04-10 21:43:17 main:574] : INFO : Epoch 2030 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 2012.64 ms [2022-04-10 21:43:20 main:574] : INFO : Epoch 2031 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 2121.18 ms [2022-04-10 21:43:22 main:574] : INFO : Epoch 2032 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 2104.29 ms [2022-04-10 21:43:24 main:574] : INFO : Epoch 2033 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 2022.38 ms [2022-04-10 21:43:26 main:574] : INFO : Epoch 2034 | loss: 0.0311752 | val_loss: 0.0311867 | Time: 2106.03 ms [2022-04-10 21:43:28 main:574] : INFO : Epoch 2035 | loss: 0.0311765 | val_loss: 0.0311784 | Time: 2062.62 ms [2022-04-10 21:43:31 main:574] : INFO : Epoch 2036 | loss: 0.0311729 | val_loss: 0.0311808 | Time: 2077.55 ms [2022-04-10 21:43:33 main:574] : INFO : Epoch 2037 | loss: 0.0311733 | val_loss: 0.0311823 | Time: 2047.65 ms [2022-04-10 21:43:35 main:574] : INFO : Epoch 2038 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 2087.27 ms [2022-04-10 21:43:37 main:574] : INFO : Epoch 2039 | loss: 0.031175 | val_loss: 0.0311806 | Time: 2105.44 ms [2022-04-10 21:43:39 main:574] : INFO : Epoch 2040 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 2034.28 ms [2022-04-10 21:43:41 main:574] : INFO : Epoch 2041 | loss: 0.0311746 | val_loss: 0.0311789 | Time: 2058.94 ms [2022-04-10 21:43:43 main:574] : INFO : Epoch 2042 | loss: 0.0311793 | val_loss: 0.0311894 | Time: 2085.37 ms [2022-04-10 21:43:46 main:574] : INFO : Epoch 2043 | loss: 0.0311808 | val_loss: 0.0311809 | Time: 2062.77 ms [2022-04-10 21:43:48 main:574] : INFO : Epoch 2044 | loss: 0.0311791 | val_loss: 0.0311809 | Time: 2071.75 ms [2022-04-10 21:43:50 main:574] : INFO : Epoch 2045 | loss: 0.0311781 | val_loss: 0.0311841 | Time: 2098.23 ms [2022-04-10 21:43:52 main:574] : INFO : Epoch 2046 | loss: 0.0311783 | val_loss: 0.0311832 | Time: 2037.27 ms [2022-04-10 21:43:54 main:574] : INFO : Epoch 2047 | loss: 0.0311799 | val_loss: 0.0311854 | Time: 2107.72 ms [2022-04-10 21:43:56 main:574] : INFO : Epoch 2048 | loss: 0.0311785 | val_loss: 0.0311827 | Time: 2059.08 ms [2022-04-10 21:43:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311827 [2022-04-10 21:43:57 main:603] : INFO : Saving end state to config to file [2022-04-10 21:43:57 main:608] : INFO : Success, exiting.. 21:43:57 (17884): 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)