Task 13751622
| Name | ParityModified-1647047933-16870-2-0_0 |
| Workunit | 10838683 |
| Created | 25 Mar 2022, 11:16:38 UTC |
| Sent | 1 Apr 2022, 18:10:58 UTC |
| Report deadline | 9 Apr 2022, 18:10:58 UTC |
| Received | 2 Apr 2022, 4:58:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 16 min 55 sec |
| CPU time | 1 hours 5 min 47 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311724 | val_loss: 0.0311915 | Time: 2177.42 ms
[2022-04-02 06:38:57 main:574] : INFO : Epoch 1543 | loss: 0.0311712 | val_loss: 0.0311878 | Time: 2214.59 ms
[2022-04-02 06:38:59 main:574] : INFO : Epoch 1544 | loss: 0.0311719 | val_loss: 0.0311881 | Time: 2174.72 ms
[2022-04-02 06:39:01 main:574] : INFO : Epoch 1545 | loss: 0.0311704 | val_loss: 0.0311905 | Time: 2228.12 ms
[2022-04-02 06:39:03 main:574] : INFO : Epoch 1546 | loss: 0.0311705 | val_loss: 0.0311907 | Time: 2203.24 ms
[2022-04-02 06:39:06 main:574] : INFO : Epoch 1547 | loss: 0.0311701 | val_loss: 0.031189 | Time: 2205.42 ms
[2022-04-02 06:39:08 main:574] : INFO : Epoch 1548 | loss: 0.0311709 | val_loss: 0.0311936 | Time: 2226.14 ms
[2022-04-02 06:39:10 main:574] : INFO : Epoch 1549 | loss: 0.0311724 | val_loss: 0.0311886 | Time: 2177.67 ms
[2022-04-02 06:39:13 main:574] : INFO : Epoch 1550 | loss: 0.0311683 | val_loss: 0.0311871 | Time: 2208.65 ms
[2022-04-02 06:39:15 main:574] : INFO : Epoch 1551 | loss: 0.031168 | val_loss: 0.0311924 | Time: 2178.18 ms
[2022-04-02 06:39:17 main:574] : INFO : Epoch 1552 | loss: 0.0311705 | val_loss: 0.0311915 | Time: 2195.73 ms
[2022-04-02 06:39:19 main:574] : INFO : Epoch 1553 | loss: 0.0311676 | val_loss: 0.0311895 | Time: 2163.15 ms
[2022-04-02 06:39:22 main:574] : INFO : Epoch 1554 | loss: 0.0311671 | val_loss: 0.0311873 | Time: 2174.35 ms
[2022-04-02 06:39:24 main:574] : INFO : Epoch 1555 | loss: 0.0311677 | val_loss: 0.0311878 | Time: 2201.51 ms
[2022-04-02 06:39:26 main:574] : INFO : Epoch 1556 | loss: 0.0311683 | val_loss: 0.0311884 | Time: 2198.29 ms
[2022-04-02 06:39:28 main:574] : INFO : Epoch 1557 | loss: 0.031168 | val_loss: 0.0311891 | Time: 2151.2 ms
[2022-04-02 06:39:31 main:574] : INFO : Epoch 1558 | loss: 0.031168 | val_loss: 0.0311892 | Time: 2189.65 ms
[2022-04-02 06:39:33 main:574] : INFO : Epoch 1559 | loss: 0.0311671 | val_loss: 0.0311869 | Time: 2167.52 ms
[2022-04-02 06:39:35 main:574] : INFO : Epoch 1560 | loss: 0.0311668 | val_loss: 0.0311872 | Time: 2159.79 ms
[2022-04-02 06:39:37 main:574] : INFO : Epoch 1561 | loss: 0.0311684 | val_loss: 0.0311913 | Time: 2236.7 ms
[2022-04-02 06:39:40 main:574] : INFO : Epoch 1562 | loss: 0.0311669 | val_loss: 0.0311861 | Time: 2182.92 ms
[2022-04-02 06:39:42 main:574] : INFO : Epoch 1563 | loss: 0.0311673 | val_loss: 0.031188 | Time: 2202.95 ms
[2022-04-02 06:39:44 main:574] : INFO : Epoch 1564 | loss: 0.0311671 | val_loss: 0.0311847 | Time: 2188.47 ms
[2022-04-02 06:39:46 main:574] : INFO : Epoch 1565 | loss: 0.0311687 | val_loss: 0.031185 | Time: 2211.47 ms
[2022-04-02 06:39:49 main:574] : INFO : Epoch 1566 | loss: 0.0311678 | val_loss: 0.0311865 | Time: 2197.79 ms
[2022-04-02 06:39:51 main:574] : INFO : Epoch 1567 | loss: 0.0311667 | val_loss: 0.0311872 | Time: 2197.92 ms
[2022-04-02 06:39:53 main:574] : INFO : Epoch 1568 | loss: 0.0311654 | val_loss: 0.0311853 | Time: 2157.13 ms
[2022-04-02 06:39:55 main:574] : INFO : Epoch 1569 | loss: 0.0311655 | val_loss: 0.0311865 | Time: 2199.48 ms
[2022-04-02 06:39:58 main:574] : INFO : Epoch 1570 | loss: 0.0311661 | val_loss: 0.0311854 | Time: 2209.67 ms
[2022-04-02 06:40:00 main:574] : INFO : Epoch 1571 | loss: 0.0311663 | val_loss: 0.0311857 | Time: 2218.46 ms
[2022-04-02 06:40:02 main:574] : INFO : Epoch 1572 | loss: 0.0311675 | val_loss: 0.031187 | Time: 2170.7 ms
[2022-04-02 06:40:04 main:574] : INFO : Epoch 1573 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 2146.47 ms
[2022-04-02 06:40:07 main:574] : INFO : Epoch 1574 | loss: 0.0311772 | val_loss: 0.0311903 | Time: 2224.26 ms
[2022-04-02 06:40:09 main:574] : INFO : Epoch 1575 | loss: 0.0311797 | val_loss: 0.0311821 | Time: 2157.06 ms
[2022-04-02 06:40:11 main:574] : INFO : Epoch 1576 | loss: 0.0311761 | val_loss: 0.031191 | Time: 2199.98 ms
[2022-04-02 06:40:13 main:574] : INFO : Epoch 1577 | loss: 0.031176 | val_loss: 0.0311825 | Time: 2184.89 ms
[2022-04-02 06:40:16 main:574] : INFO : Epoch 1578 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 2171.05 ms
[2022-04-02 06:40:18 main:574] : INFO : Epoch 1579 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 2175.2 ms
[2022-04-02 06:40:20 main:574] : INFO : Epoch 1580 | loss: 0.0311737 | val_loss: 0.0311905 | Time: 2181.2 ms
[2022-04-02 06:40:22 main:574] : INFO : Epoch 1581 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 2188.59 ms
[2022-04-02 06:40:24 main:574] : INFO : Epoch 1582 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 2143.98 ms
[2022-04-02 06:40:27 main:574] : INFO : Epoch 1583 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 2190.6 ms
[2022-04-02 06:40:29 main:574] : INFO : Epoch 1584 | loss: 0.0311696 | val_loss: 0.0311772 | Time: 2216.89 ms
[2022-04-02 06:40:31 main:574] : INFO : Epoch 1585 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 2204.14 ms
[2022-04-02 06:40:34 main:574] : INFO : Epoch 1586 | loss: 0.031169 | val_loss: 0.0311775 | Time: 2196.93 ms
[2022-04-02 06:40:36 main:574] : INFO : Epoch 1587 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 2207.38 ms
[2022-04-02 06:40:38 main:574] : INFO : Epoch 1588 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 2244.14 ms
[2022-04-02 06:40:40 main:574] : INFO : Epoch 1589 | loss: 0.0311684 | val_loss: 0.0311807 | Time: 2233.63 ms
[2022-04-02 06:40:43 main:574] : INFO : Epoch 1590 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 2191.47 ms
[2022-04-02 06:40:45 main:574] : INFO : Epoch 1591 | loss: 0.0311692 | val_loss: 0.0311783 | Time: 2187.23 ms
[2022-04-02 06:40:47 main:574] : INFO : Epoch 1592 | loss: 0.0311759 | val_loss: 0.0311914 | Time: 2193.29 ms
[2022-04-02 06:40:49 main:574] : INFO : Epoch 1593 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 2218.22 ms
[2022-04-02 06:40:52 main:574] : INFO : Epoch 1594 | loss: 0.0311709 | val_loss: 0.0311797 | Time: 2156.26 ms
[2022-04-02 06:40:54 main:574] : INFO : Epoch 1595 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 2198.4 ms
[2022-04-02 06:40:56 main:574] : INFO : Epoch 1596 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 2177.25 ms
[2022-04-02 06:40:58 main:574] : INFO : Epoch 1597 | loss: 0.0311696 | val_loss: 0.0311769 | Time: 2186.77 ms
[2022-04-02 06:41:01 main:574] : INFO : Epoch 1598 | loss: 0.0311696 | val_loss: 0.0311827 | Time: 2228.53 ms
[2022-04-02 06:41:03 main:574] : INFO : Epoch 1599 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 2197.67 ms
[2022-04-02 06:41:05 main:574] : INFO : Epoch 1600 | loss: 0.031168 | val_loss: 0.0311794 | Time: 2171.91 ms
[2022-04-02 06:41:07 main:574] : INFO : Epoch 1601 | loss: 0.0311666 | val_loss: 0.0311778 | Time: 2185.27 ms
[2022-04-02 06:41:10 main:574] : INFO : Epoch 1602 | loss: 0.031167 | val_loss: 0.0311767 | Time: 2192.91 ms
[2022-04-02 06:41:12 main:574] : INFO : Epoch 1603 | loss: 0.0311663 | val_loss: 0.0311768 | Time: 2130.54 ms
[2022-04-02 06:41:14 main:574] : INFO : Epoch 1604 | loss: 0.0311651 | val_loss: 0.0311781 | Time: 2157.31 ms
[2022-04-02 06:41:16 main:574] : INFO : Epoch 1605 | loss: 0.0311696 | val_loss: 0.0311859 | Time: 2188.44 ms
[2022-04-02 06:41:19 main:574] : INFO : Epoch 1606 | loss: 0.0311668 | val_loss: 0.0311772 | Time: 2194.02 ms
[2022-04-02 06:41:21 main:574] : INFO : Epoch 1607 | loss: 0.0311654 | val_loss: 0.0311772 | Time: 2184.67 ms
[2022-04-02 06:41:23 main:574] : INFO : Epoch 1608 | loss: 0.0311664 | val_loss: 0.0311768 | Time: 2165.23 ms
[2022-04-02 06:41:25 main:574] : INFO : Epoch 1609 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 2183.85 ms
[2022-04-02 06:41:27 main:574] : INFO : Epoch 1610 | loss: 0.0311663 | val_loss: 0.0311775 | Time: 2158.18 ms
[2022-04-02 06:41:30 main:574] : INFO : Epoch 1611 | loss: 0.0311647 | val_loss: 0.031178 | Time: 2167.62 ms
[2022-04-02 06:41:32 main:574] : INFO : Epoch 1612 | loss: 0.0311644 | val_loss: 0.0311759 | Time: 2195.69 ms
[2022-04-02 06:41:34 main:574] : INFO : Epoch 1613 | loss: 0.0311667 | val_loss: 0.0311756 | Time: 2193.59 ms
[2022-04-02 06:41:36 main:574] : INFO : Epoch 1614 | loss: 0.0311644 | val_loss: 0.0311795 | Time: 2214.48 ms
[2022-04-02 06:41:39 main:574] : INFO : Epoch 1615 | loss: 0.0311644 | val_loss: 0.0311763 | Time: 2128.98 ms
[2022-04-02 06:41:41 main:574] : INFO : Epoch 1616 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 2192.18 ms
[2022-04-02 06:41:43 main:574] : INFO : Epoch 1617 | loss: 0.0311709 | val_loss: 0.0311781 | Time: 2168.41 ms
[2022-04-02 06:41:45 main:574] : INFO : Epoch 1618 | loss: 0.0311659 | val_loss: 0.031184 | Time: 2226.41 ms
[2022-04-02 06:41:48 main:574] : INFO : Epoch 1619 | loss: 0.0311638 | val_loss: 0.0311811 | Time: 2194.11 ms
[2022-04-02 06:41:50 main:574] : INFO : Epoch 1620 | loss: 0.0311673 | val_loss: 0.0311827 | Time: 2183.26 ms
[2022-04-02 06:41:52 main:574] : INFO : Epoch 1621 | loss: 0.0311729 | val_loss: 0.0311765 | Time: 2207.93 ms
[2022-04-02 06:41:54 main:574] : INFO : Epoch 1622 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 2166.13 ms
[2022-04-02 06:41:57 main:574] : INFO : Epoch 1623 | loss: 0.0311709 | val_loss: 0.0311795 | Time: 2184.37 ms
[2022-04-02 06:41:59 main:574] : INFO : Epoch 1624 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 2160.81 ms
[2022-04-02 06:42:01 main:574] : INFO : Epoch 1625 | loss: 0.0311694 | val_loss: 0.0311789 | Time: 2206 ms
[2022-04-02 06:42:03 main:574] : INFO : Epoch 1626 | loss: 0.0311695 | val_loss: 0.0311785 | Time: 2199.52 ms
[2022-04-02 06:42:06 main:574] : INFO : Epoch 1627 | loss: 0.0311696 | val_loss: 0.0311788 | Time: 2160.61 ms
[2022-04-02 06:42:08 main:574] : INFO : Epoch 1628 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 2177.41 ms
[2022-04-02 06:42:10 main:574] : INFO : Epoch 1629 | loss: 0.0311682 | val_loss: 0.0311772 | Time: 2179.48 ms
[2022-04-02 06:42:12 main:574] : INFO : Epoch 1630 | loss: 0.0311706 | val_loss: 0.0311947 | Time: 2191.97 ms
[2022-04-02 06:42:15 main:574] : INFO : Epoch 1631 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 2189.94 ms
[2022-04-02 06:42:17 main:574] : INFO : Epoch 1632 | loss: 0.0311671 | val_loss: 0.0311795 | Time: 2138.93 ms
[2022-04-02 06:42:19 main:574] : INFO : Epoch 1633 | loss: 0.0311658 | val_loss: 0.031178 | Time: 2165.82 ms
[2022-04-02 06:42:21 main:574] : INFO : Epoch 1634 | loss: 0.0311675 | val_loss: 0.0311916 | Time: 2202.92 ms
[2022-04-02 06:42:23 main:574] : INFO : Epoch 1635 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 2193.49 ms
[2022-04-02 06:42:26 main:574] : INFO : Epoch 1636 | loss: 0.0311651 | val_loss: 0.0311783 | Time: 2166.14 ms
[2022-04-02 06:42:28 main:574] : INFO : Epoch 1637 | loss: 0.0311668 | val_loss: 0.0311824 | Time: 2182.42 ms
[2022-04-02 06:42:30 main:574] : INFO : Epoch 1638 | loss: 0.0311633 | val_loss: 0.0311807 | Time: 2177.85 ms
[2022-04-02 06:42:32 main:574] : INFO : Epoch 1639 | loss: 0.031165 | val_loss: 0.0311844 | Time: 2158.87 ms
[2022-04-02 06:42:35 main:574] : INFO : Epoch 1640 | loss: 0.0311644 | val_loss: 0.031181 | Time: 2164.53 ms
[2022-04-02 06:42:37 main:574] : INFO : Epoch 1641 | loss: 0.0311655 | val_loss: 0.0311787 | Time: 2135.84 ms
[2022-04-02 06:42:39 main:574] : INFO : Epoch 1642 | loss: 0.0311689 | val_loss: 0.0311777 | Time: 2134.74 ms
[2022-04-02 06:42:41 main:574] : INFO : Epoch 1643 | loss: 0.0311687 | val_loss: 0.0311783 | Time: 2197.03 ms
[2022-04-02 06:42:44 main:574] : INFO : Epoch 1644 | loss: 0.0311698 | val_loss: 0.0311779 | Time: 2229.27 ms
[2022-04-02 06:42:46 main:574] : INFO : Epoch 1645 | loss: 0.0311676 | val_loss: 0.031179 | Time: 2185.64 ms
[2022-04-02 06:42:48 main:574] : INFO : Epoch 1646 | loss: 0.0311675 | val_loss: 0.0311817 | Time: 2238.81 ms
[2022-04-02 06:42:50 main:574] : INFO : Epoch 1647 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 2181.05 ms
[2022-04-02 06:42:53 main:574] : INFO : Epoch 1648 | loss: 0.0311677 | val_loss: 0.0311773 | Time: 2204.42 ms
[2022-04-02 06:42:55 main:574] : INFO : Epoch 1649 | loss: 0.0311668 | val_loss: 0.0311774 | Time: 2179.94 ms
[2022-04-02 06:42:57 main:574] : INFO : Epoch 1650 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 2205.96 ms
[2022-04-02 06:42:59 main:574] : INFO : Epoch 1651 | loss: 0.0311644 | val_loss: 0.0311775 | Time: 2200.05 ms
[2022-04-02 06:43:02 main:574] : INFO : Epoch 1652 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 2175.2 ms
[2022-04-02 06:43:04 main:574] : INFO : Epoch 1653 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 2188.97 ms
[2022-04-02 06:43:06 main:574] : INFO : Epoch 1654 | loss: 0.0311706 | val_loss: 0.03118 | Time: 2207.46 ms
[2022-04-02 06:43:08 main:574] : INFO : Epoch 1655 | loss: 0.0311698 | val_loss: 0.0311793 | Time: 2169.28 ms
[2022-04-02 06:43:11 main:574] : INFO : Epoch 1656 | loss: 0.0311667 | val_loss: 0.0311799 | Time: 2182.77 ms
[2022-04-02 06:43:13 main:574] : INFO : Epoch 1657 | loss: 0.0311683 | val_loss: 0.0311791 | Time: 2153.09 ms
[2022-04-02 06:43:15 main:574] : INFO : Epoch 1658 | loss: 0.0311723 | val_loss: 0.031179 | Time: 2184.36 ms
[2022-04-02 06:43:17 main:574] : INFO : Epoch 1659 | loss: 0.0311771 | val_loss: 0.031177 | Time: 2242.41 ms
[2022-04-02 06:43:20 main:574] : INFO : Epoch 1660 | loss: 0.031169 | val_loss: 0.0311773 | Time: 2169.47 ms
[2022-04-02 06:43:22 main:574] : INFO : Epoch 1661 | loss: 0.031167 | val_loss: 0.0311778 | Time: 2170.69 ms
[2022-04-02 06:43:24 main:574] : INFO : Epoch 1662 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 2222.78 ms
[2022-04-02 06:43:26 main:574] : INFO : Epoch 1663 | loss: 0.031168 | val_loss: 0.0311817 | Time: 2187.44 ms
[2022-04-02 06:43:29 main:574] : INFO : Epoch 1664 | loss: 0.031167 | val_loss: 0.0311814 | Time: 2153.09 ms
[2022-04-02 06:43:31 main:574] : INFO : Epoch 1665 | loss: 0.0311659 | val_loss: 0.0311863 | Time: 2207.02 ms
[2022-04-02 06:43:33 main:574] : INFO : Epoch 1666 | loss: 0.0311636 | val_loss: 0.0311801 | Time: 2208.81 ms
[2022-04-02 06:43:35 main:574] : INFO : Epoch 1667 | loss: 0.0311631 | val_loss: 0.03118 | Time: 2241.23 ms
[2022-04-02 06:43:38 main:574] : INFO : Epoch 1668 | loss: 0.0311624 | val_loss: 0.0311803 | Time: 2162.81 ms
[2022-04-02 06:43:40 main:574] : INFO : Epoch 1669 | loss: 0.0311663 | val_loss: 0.0311878 | Time: 2211.76 ms
[2022-04-02 06:43:42 main:574] : INFO : Epoch 1670 | loss: 0.0311703 | val_loss: 0.0311867 | Time: 2215.83 ms
[2022-04-02 06:43:44 main:574] : INFO : Epoch 1671 | loss: 0.0311832 | val_loss: 0.0311856 | Time: 2165.43 ms
[2022-04-02 06:43:47 main:574] : INFO : Epoch 1672 | loss: 0.0311838 | val_loss: 0.0311846 | Time: 2189.63 ms
[2022-04-02 06:43:49 main:574] : INFO : Epoch 1673 | loss: 0.0311815 | val_loss: 0.0311867 | Time: 2192.77 ms
[2022-04-02 06:43:51 main:574] : INFO : Epoch 1674 | loss: 0.0311806 | val_loss: 0.0311823 | Time: 2169.36 ms
[2022-04-02 06:43:53 main:574] : INFO : Epoch 1675 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 2188.59 ms
[2022-04-02 06:43:56 main:574] : INFO : Epoch 1676 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 2174.65 ms
[2022-04-02 06:43:58 main:574] : INFO : Epoch 1677 | loss: 0.031178 | val_loss: 0.0311804 | Time: 2200.69 ms
[2022-04-02 06:44:00 main:574] : INFO : Epoch 1678 | loss: 0.0311772 | val_loss: 0.0311812 | Time: 2182.58 ms
[2022-04-02 06:44:02 main:574] : INFO : Epoch 1679 | loss: 0.0311808 | val_loss: 0.0311949 | Time: 2169.17 ms
[2022-04-02 06:44:05 main:574] : INFO : Epoch 1680 | loss: 0.0311849 | val_loss: 0.0311844 | Time: 2190.41 ms
[2022-04-02 06:44:07 main:574] : INFO : Epoch 1681 | loss: 0.0311799 | val_loss: 0.0311858 | Time: 2175.03 ms
[2022-04-02 06:44:09 main:574] : INFO : Epoch 1682 | loss: 0.0311823 | val_loss: 0.0311943 | Time: 2222.72 ms
[2022-04-02 06:44:11 main:574] : INFO : Epoch 1683 | loss: 0.0311855 | val_loss: 0.0311885 | Time: 2197.16 ms
[2022-04-02 06:44:14 main:574] : INFO : Epoch 1684 | loss: 0.031182 | val_loss: 0.031189 | Time: 2239.5 ms
[2022-04-02 06:44:16 main:574] : INFO : Epoch 1685 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 2190.07 ms
[2022-04-02 06:44:18 main:574] : INFO : Epoch 1686 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 2180.75 ms
[2022-04-02 06:44:20 main:574] : INFO : Epoch 1687 | loss: 0.0311746 | val_loss: 0.0311784 | Time: 2188.22 ms
[2022-04-02 06:44:23 main:574] : INFO : Epoch 1688 | loss: 0.031174 | val_loss: 0.0311832 | Time: 2172.45 ms
[2022-04-02 06:44:25 main:574] : INFO : Epoch 1689 | loss: 0.031177 | val_loss: 0.0311826 | Time: 2191.83 ms
[2022-04-02 06:44:27 main:574] : INFO : Epoch 1690 | loss: 0.0311822 | val_loss: 0.0311809 | Time: 2181.09 ms
[2022-04-02 06:44:29 main:574] : INFO : Epoch 1691 | loss: 0.0311789 | val_loss: 0.0311819 | Time: 2192.03 ms
[2022-04-02 06:44:32 main:574] : INFO : Epoch 1692 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 2169.03 ms
[2022-04-02 06:44:34 main:574] : INFO : Epoch 1693 | loss: 0.031177 | val_loss: 0.0311819 | Time: 2156.71 ms
[2022-04-02 06:44:36 main:574] : INFO : Epoch 1694 | loss: 0.031177 | val_loss: 0.0311807 | Time: 2193.24 ms
[2022-04-02 06:44:38 main:574] : INFO : Epoch 1695 | loss: 0.031177 | val_loss: 0.0311828 | Time: 2231.7 ms
[2022-04-02 06:44:41 main:574] : INFO : Epoch 1696 | loss: 0.031179 | val_loss: 0.0311843 | Time: 2203.68 ms
[2022-04-02 06:44:43 main:574] : INFO : Epoch 1697 | loss: 0.03118 | val_loss: 0.0311846 | Time: 2247.98 ms
[2022-04-02 06:44:45 main:574] : INFO : Epoch 1698 | loss: 0.0311754 | val_loss: 0.0311874 | Time: 2208.4 ms
[2022-04-02 06:44:47 main:574] : INFO : Epoch 1699 | loss: 0.0311764 | val_loss: 0.0311928 | Time: 2174.07 ms
[2022-04-02 06:44:50 main:574] : INFO : Epoch 1700 | loss: 0.0311744 | val_loss: 0.0311836 | Time: 2203.62 ms
[2022-04-02 06:44:52 main:574] : INFO : Epoch 1701 | loss: 0.0311744 | val_loss: 0.0311852 | Time: 2121.91 ms
[2022-04-02 06:44:54 main:574] : INFO : Epoch 1702 | loss: 0.0311749 | val_loss: 0.0311847 | Time: 2174.57 ms
[2022-04-02 06:44:56 main:574] : INFO : Epoch 1703 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 2230.28 ms
[2022-04-02 06:44:59 main:574] : INFO : Epoch 1704 | loss: 0.0311744 | val_loss: 0.0311871 | Time: 2177.49 ms
[2022-04-02 06:45:01 main:574] : INFO : Epoch 1705 | loss: 0.031176 | val_loss: 0.0311883 | Time: 2193.97 ms
[2022-04-02 06:45:03 main:574] : INFO : Epoch 1706 | loss: 0.0311752 | val_loss: 0.0311859 | Time: 2160.94 ms
[2022-04-02 06:45:05 main:574] : INFO : Epoch 1707 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 2197.84 ms
[2022-04-02 06:45:08 main:574] : INFO : Epoch 1708 | loss: 0.031173 | val_loss: 0.0311812 | Time: 2230.99 ms
[2022-04-02 06:45:10 main:574] : INFO : Epoch 1709 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 2192.16 ms
[2022-04-02 06:45:12 main:574] : INFO : Epoch 1710 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 2219.76 ms
[2022-04-02 06:45:14 main:574] : INFO : Epoch 1711 | loss: 0.0311833 | val_loss: 0.0311843 | Time: 2153.73 ms
[2022-04-02 06:45:16 main:574] : INFO : Epoch 1712 | loss: 0.0311827 | val_loss: 0.0311835 | Time: 2199.65 ms
[2022-04-02 06:45:19 main:574] : INFO : Epoch 1713 | loss: 0.0311822 | val_loss: 0.0311872 | Time: 2186.86 ms
[2022-04-02 06:45:21 main:574] : INFO : Epoch 1714 | loss: 0.0311823 | val_loss: 0.0311951 | Time: 2176.65 ms
[2022-04-02 06:45:23 main:574] : INFO : Epoch 1715 | loss: 0.0311824 | val_loss: 0.0311824 | Time: 2193.76 ms
[2022-04-02 06:45:25 main:574] : INFO : Epoch 1716 | loss: 0.0311786 | val_loss: 0.0311824 | Time: 2196.33 ms
[2022-04-02 06:45:28 main:574] : INFO : Epoch 1717 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 2199.03 ms
[2022-04-02 06:45:30 main:574] : INFO : Epoch 1718 | loss: 0.03118 | val_loss: 0.031186 | Time: 2181.45 ms
[2022-04-02 06:45:32 main:574] : INFO : Epoch 1719 | loss: 0.031184 | val_loss: 0.0311834 | Time: 2170.82 ms
[2022-04-02 06:45:34 main:574] : INFO : Epoch 1720 | loss: 0.031179 | val_loss: 0.0311828 | Time: 2201.81 ms
[2022-04-02 06:45:37 main:574] : INFO : Epoch 1721 | loss: 0.0311768 | val_loss: 0.0311831 | Time: 2199.39 ms
[2022-04-02 06:45:39 main:574] : INFO : Epoch 1722 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 2201.88 ms
[2022-04-02 06:45:41 main:574] : INFO : Epoch 1723 | loss: 0.0311791 | val_loss: 0.0311896 | Time: 2240.23 ms
[2022-04-02 06:45:44 main:574] : INFO : Epoch 1724 | loss: 0.0311796 | val_loss: 0.031185 | Time: 2209.78 ms
[2022-04-02 06:45:46 main:574] : INFO : Epoch 1725 | loss: 0.0311754 | val_loss: 0.0311853 | Time: 2205.31 ms
[2022-04-02 06:45:48 main:574] : INFO : Epoch 1726 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 2208.31 ms
[2022-04-02 06:45:50 main:574] : INFO : Epoch 1727 | loss: 0.0311754 | val_loss: 0.0311872 | Time: 2163.09 ms
[2022-04-02 06:45:53 main:574] : INFO : Epoch 1728 | loss: 0.0311759 | val_loss: 0.0311828 | Time: 2186.29 ms
[2022-04-02 06:45:55 main:574] : INFO : Epoch 1729 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 2171.21 ms
[2022-04-02 06:45:57 main:574] : INFO : Epoch 1730 | loss: 0.0311752 | val_loss: 0.0311824 | Time: 2199.2 ms
[2022-04-02 06:45:59 main:574] : INFO : Epoch 1731 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 2190.79 ms
[2022-04-02 06:46:01 main:574] : INFO : Epoch 1732 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 2161.57 ms
[2022-04-02 06:46:04 main:574] : INFO : Epoch 1733 | loss: 0.0311784 | val_loss: 0.0311836 | Time: 2210.76 ms
[2022-04-02 06:46:06 main:574] : INFO : Epoch 1734 | loss: 0.031179 | val_loss: 0.0311834 | Time: 2173.86 ms
[2022-04-02 06:46:08 main:574] : INFO : Epoch 1735 | loss: 0.0311781 | val_loss: 0.0311856 | Time: 2134.41 ms
[2022-04-02 06:46:10 main:574] : INFO : Epoch 1736 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 2149.44 ms
[2022-04-02 06:46:13 main:574] : INFO : Epoch 1737 | loss: 0.0311753 | val_loss: 0.0311834 | Time: 2203.98 ms
[2022-04-02 06:46:15 main:574] : INFO : Epoch 1738 | loss: 0.031177 | val_loss: 0.0311814 | Time: 2166.3 ms
[2022-04-02 06:46:17 main:574] : INFO : Epoch 1739 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 2275.16 ms
[2022-04-02 06:46:19 main:574] : INFO : Epoch 1740 | loss: 0.0311786 | val_loss: 0.0311826 | Time: 2176.43 ms
[2022-04-02 06:46:22 main:574] : INFO : Epoch 1741 | loss: 0.0311785 | val_loss: 0.0311807 | Time: 2160.76 ms
[2022-04-02 06:46:24 main:574] : INFO : Epoch 1742 | loss: 0.0311762 | val_loss: 0.0311791 | Time: 2187.02 ms
[2022-04-02 06:46:26 main:574] : INFO : Epoch 1743 | loss: 0.031175 | val_loss: 0.0311802 | Time: 2179.74 ms
[2022-04-02 06:46:28 main:574] : INFO : Epoch 1744 | loss: 0.0311749 | val_loss: 0.031178 | Time: 2206.69 ms
[2022-04-02 06:46:31 main:574] : INFO : Epoch 1745 | loss: 0.0311744 | val_loss: 0.0311796 | Time: 2202.16 ms
[2022-04-02 06:46:33 main:574] : INFO : Epoch 1746 | loss: 0.031175 | val_loss: 0.0311794 | Time: 2172.46 ms
[2022-04-02 06:46:35 main:574] : INFO : Epoch 1747 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 2212.63 ms
[2022-04-02 06:46:38 main:574] : INFO : Epoch 1748 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 2261.05 ms
[2022-04-02 06:46:40 main:574] : INFO : Epoch 1749 | loss: 0.0311739 | val_loss: 0.0311851 | Time: 2158.98 ms
[2022-04-02 06:46:42 main:574] : INFO : Epoch 1750 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 2187.32 ms
[2022-04-02 06:46:44 main:574] : INFO : Epoch 1751 | loss: 0.0311729 | val_loss: 0.0311815 | Time: 2167.64 ms
[2022-04-02 06:46:46 main:574] : INFO : Epoch 1752 | loss: 0.0311752 | val_loss: 0.0311936 | Time: 2178.49 ms
[2022-04-02 06:46:49 main:574] : INFO : Epoch 1753 | loss: 0.0311847 | val_loss: 0.0312018 | Time: 2123.62 ms
[2022-04-02 06:46:51 main:574] : INFO : Epoch 1754 | loss: 0.0311774 | val_loss: 0.0311843 | Time: 2197.82 ms
[2022-04-02 06:46:53 main:574] : INFO : Epoch 1755 | loss: 0.0311728 | val_loss: 0.0311806 | Time: 2194.98 ms
[2022-04-02 06:46:55 main:574] : INFO : Epoch 1756 | loss: 0.031173 | val_loss: 0.031182 | Time: 2223.08 ms
[2022-04-02 06:46:58 main:574] : INFO : Epoch 1757 | loss: 0.0311716 | val_loss: 0.0311842 | Time: 2221.01 ms
[2022-04-02 06:47:00 main:574] : INFO : Epoch 1758 | loss: 0.0311722 | val_loss: 0.0311843 | Time: 2184.93 ms
[2022-04-02 06:47:02 main:574] : INFO : Epoch 1759 | loss: 0.0311716 | val_loss: 0.0311818 | Time: 2188.51 ms
[2022-04-02 06:47:04 main:574] : INFO : Epoch 1760 | loss: 0.0311714 | val_loss: 0.0311829 | Time: 2173.18 ms
[2022-04-02 06:47:07 main:574] : INFO : Epoch 1761 | loss: 0.0311732 | val_loss: 0.0311849 | Time: 2180.08 ms
[2022-04-02 06:47:09 main:574] : INFO : Epoch 1762 | loss: 0.0311741 | val_loss: 0.0311845 | Time: 2148.95 ms
[2022-04-02 06:47:11 main:574] : INFO : Epoch 1763 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 2191.37 ms
[2022-04-02 06:47:13 main:574] : INFO : Epoch 1764 | loss: 0.0311726 | val_loss: 0.0311811 | Time: 2193.28 ms
[2022-04-02 06:47:16 main:574] : INFO : Epoch 1765 | loss: 0.0311715 | val_loss: 0.0311811 | Time: 2221.62 ms
[2022-04-02 06:47:18 main:574] : INFO : Epoch 1766 | loss: 0.031174 | val_loss: 0.0311833 | Time: 2169.46 ms
[2022-04-02 06:47:20 main:574] : INFO : Epoch 1767 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 2183.49 ms
[2022-04-02 06:47:22 main:574] : INFO : Epoch 1768 | loss: 0.0311722 | val_loss: 0.0311795 | Time: 2205.91 ms
[2022-04-02 06:47:25 main:574] : INFO : Epoch 1769 | loss: 0.0311709 | val_loss: 0.0311801 | Time: 2210.4 ms
[2022-04-02 06:47:27 main:574] : INFO : Epoch 1770 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 2214.77 ms
[2022-04-02 06:47:29 main:574] : INFO : Epoch 1771 | loss: 0.031172 | val_loss: 0.0311868 | Time: 2199.03 ms
[2022-04-02 06:47:32 main:574] : INFO : Epoch 1772 | loss: 0.0311718 | val_loss: 0.0311837 | Time: 2185.93 ms
[2022-04-02 06:47:34 main:574] : INFO : Epoch 1773 | loss: 0.0311722 | val_loss: 0.0311799 | Time: 2210.12 ms
[2022-04-02 06:47:36 main:574] : INFO : Epoch 1774 | loss: 0.0311741 | val_loss: 0.0311818 | Time: 2110.92 ms
[2022-04-02 06:47:38 main:574] : INFO : Epoch 1775 | loss: 0.0311741 | val_loss: 0.0311828 | Time: 2153.37 ms
[2022-04-02 06:47:40 main:574] : INFO : Epoch 1776 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 2164.67 ms
[2022-04-02 06:47:43 main:574] : INFO : Epoch 1777 | loss: 0.0311727 | val_loss: 0.0311887 | Time: 2169.7 ms
[2022-04-02 06:47:45 main:574] : INFO : Epoch 1778 | loss: 0.0311723 | val_loss: 0.0311829 | Time: 2173.06 ms
[2022-04-02 06:47:47 main:574] : INFO : Epoch 1779 | loss: 0.0311722 | val_loss: 0.0311847 | Time: 2193.89 ms
[2022-04-02 06:47:49 main:574] : INFO : Epoch 1780 | loss: 0.0311708 | val_loss: 0.0311809 | Time: 2167.34 ms
[2022-04-02 06:47:52 main:574] : INFO : Epoch 1781 | loss: 0.0311695 | val_loss: 0.0311811 | Time: 2185.7 ms
[2022-04-02 06:47:54 main:574] : INFO : Epoch 1782 | loss: 0.0311707 | val_loss: 0.0311874 | Time: 2170.66 ms
[2022-04-02 06:47:56 main:574] : INFO : Epoch 1783 | loss: 0.0311716 | val_loss: 0.0311821 | Time: 2162.51 ms
[2022-04-02 06:47:58 main:574] : INFO : Epoch 1784 | loss: 0.0311703 | val_loss: 0.0311818 | Time: 2198.1 ms
[2022-04-02 06:48:01 main:574] : INFO : Epoch 1785 | loss: 0.0311697 | val_loss: 0.0311815 | Time: 2202.45 ms
[2022-04-02 06:48:03 main:574] : INFO : Epoch 1786 | loss: 0.0311692 | val_loss: 0.0311823 | Time: 2177.28 ms
[2022-04-02 06:48:05 main:574] : INFO : Epoch 1787 | loss: 0.0311689 | val_loss: 0.0311821 | Time: 2193.7 ms
[2022-04-02 06:48:07 main:574] : INFO : Epoch 1788 | loss: 0.0311679 | val_loss: 0.0311824 | Time: 2172.18 ms
[2022-04-02 06:48:09 main:574] : INFO : Epoch 1789 | loss: 0.0311666 | val_loss: 0.031189 | Time: 2165.18 ms
[2022-04-02 06:48:12 main:574] : INFO : Epoch 1790 | loss: 0.0311692 | val_loss: 0.0311835 | Time: 2217.59 ms
[2022-04-02 06:48:14 main:574] : INFO : Epoch 1791 | loss: 0.0311695 | val_loss: 0.031187 | Time: 2163.01 ms
[2022-04-02 06:48:16 main:574] : INFO : Epoch 1792 | loss: 0.0311694 | val_loss: 0.0311848 | Time: 2175.71 ms
[2022-04-02 06:48:18 main:574] : INFO : Epoch 1793 | loss: 0.0311676 | val_loss: 0.031182 | Time: 2188.68 ms
[2022-04-02 06:48:21 main:574] : INFO : Epoch 1794 | loss: 0.0311695 | val_loss: 0.0311847 | Time: 2208.78 ms
[2022-04-02 06:48:23 main:574] : INFO : Epoch 1795 | loss: 0.0311677 | val_loss: 0.0311825 | Time: 2180.37 ms
[2022-04-02 06:48:25 main:574] : INFO : Epoch 1796 | loss: 0.0311667 | val_loss: 0.0311812 | Time: 2170.12 ms
[2022-04-02 06:48:27 main:574] : INFO : Epoch 1797 | loss: 0.0311673 | val_loss: 0.0311832 | Time: 2181.37 ms
[2022-04-02 06:48:30 main:574] : INFO : Epoch 1798 | loss: 0.0311672 | val_loss: 0.0311793 | Time: 2218.62 ms
[2022-04-02 06:48:32 main:574] : INFO : Epoch 1799 | loss: 0.0311669 | val_loss: 0.0311798 | Time: 2192.56 ms
[2022-04-02 06:48:34 main:574] : INFO : Epoch 1800 | loss: 0.0311676 | val_loss: 0.0311785 | Time: 2139.32 ms
[2022-04-02 06:48:36 main:574] : INFO : Epoch 1801 | loss: 0.0311716 | val_loss: 0.0311912 | Time: 2178.56 ms
[2022-04-02 06:48:39 main:574] : INFO : Epoch 1802 | loss: 0.031172 | val_loss: 0.0311802 | Time: 2186.95 ms
[2022-04-02 06:48:41 main:574] : INFO : Epoch 1803 | loss: 0.0311698 | val_loss: 0.0311821 | Time: 2220.23 ms
[2022-04-02 06:48:43 main:574] : INFO : Epoch 1804 | loss: 0.0311675 | val_loss: 0.0311823 | Time: 2219.65 ms
[2022-04-02 06:48:45 main:574] : INFO : Epoch 1805 | loss: 0.0311666 | val_loss: 0.0311793 | Time: 2181.33 ms
[2022-04-02 06:48:48 main:574] : INFO : Epoch 1806 | loss: 0.0311677 | val_loss: 0.0311829 | Time: 2196.16 ms
[2022-04-02 06:48:50 main:574] : INFO : Epoch 1807 | loss: 0.0311685 | val_loss: 0.0311785 | Time: 2206.57 ms
[2022-04-02 06:48:52 main:574] : INFO : Epoch 1808 | loss: 0.0311666 | val_loss: 0.0311821 | Time: 2205.26 ms
[2022-04-02 06:48:54 main:574] : INFO : Epoch 1809 | loss: 0.0311684 | val_loss: 0.0311811 | Time: 2201.8 ms
[2022-04-02 06:48:57 main:574] : INFO : Epoch 1810 | loss: 0.0311673 | val_loss: 0.0311807 | Time: 2178.51 ms
[2022-04-02 06:48:59 main:574] : INFO : Epoch 1811 | loss: 0.0311689 | val_loss: 0.0311895 | Time: 2204.37 ms
[2022-04-02 06:49:01 main:574] : INFO : Epoch 1812 | loss: 0.0311688 | val_loss: 0.03118 | Time: 2197.95 ms
[2022-04-02 06:49:03 main:574] : INFO : Epoch 1813 | loss: 0.0311692 | val_loss: 0.031178 | Time: 2158.8 ms
[2022-04-02 06:49:06 main:574] : INFO : Epoch 1814 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 2193.29 ms
[2022-04-02 06:49:08 main:574] : INFO : Epoch 1815 | loss: 0.0311666 | val_loss: 0.0311821 | Time: 2174.18 ms
[2022-04-02 06:49:10 main:574] : INFO : Epoch 1816 | loss: 0.0311677 | val_loss: 0.0311806 | Time: 2164.97 ms
[2022-04-02 06:49:12 main:574] : INFO : Epoch 1817 | loss: 0.031167 | val_loss: 0.0311829 | Time: 2200.33 ms
[2022-04-02 06:49:14 main:574] : INFO : Epoch 1818 | loss: 0.031168 | val_loss: 0.0311813 | Time: 2211.75 ms
[2022-04-02 06:49:17 main:574] : INFO : Epoch 1819 | loss: 0.0311653 | val_loss: 0.0311836 | Time: 2175.97 ms
[2022-04-02 06:49:19 main:574] : INFO : Epoch 1820 | loss: 0.0311654 | val_loss: 0.031182 | Time: 2172.98 ms
[2022-04-02 06:49:21 main:574] : INFO : Epoch 1821 | loss: 0.031166 | val_loss: 0.031181 | Time: 2149.23 ms
[2022-04-02 06:49:23 main:574] : INFO : Epoch 1822 | loss: 0.0311673 | val_loss: 0.0311896 | Time: 2202.87 ms
[2022-04-02 06:49:26 main:574] : INFO : Epoch 1823 | loss: 0.031169 | val_loss: 0.0311802 | Time: 2206.12 ms
[2022-04-02 06:49:28 main:574] : INFO : Epoch 1824 | loss: 0.0311665 | val_loss: 0.0311814 | Time: 2209.7 ms
[2022-04-02 06:49:30 main:574] : INFO : Epoch 1825 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 2141.74 ms
[2022-04-02 06:49:32 main:574] : INFO : Epoch 1826 | loss: 0.0311677 | val_loss: 0.031185 | Time: 2212.07 ms
[2022-04-02 06:49:35 main:574] : INFO : Epoch 1827 | loss: 0.031169 | val_loss: 0.0311782 | Time: 2195.82 ms
[2022-04-02 06:49:37 main:574] : INFO : Epoch 1828 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 2176.36 ms
[2022-04-02 06:49:39 main:574] : INFO : Epoch 1829 | loss: 0.0311705 | val_loss: 0.0311867 | Time: 2195.29 ms
[2022-04-02 06:49:41 main:574] : INFO : Epoch 1830 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 2188.9 ms
[2022-04-02 06:49:44 main:574] : INFO : Epoch 1831 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 2163.76 ms
[2022-04-02 06:49:46 main:574] : INFO : Epoch 1832 | loss: 0.0311699 | val_loss: 0.0311845 | Time: 2216.47 ms
[2022-04-02 06:49:48 main:574] : INFO : Epoch 1833 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 2227.19 ms
[2022-04-02 06:49:50 main:574] : INFO : Epoch 1834 | loss: 0.0311695 | val_loss: 0.0311825 | Time: 2169.83 ms
[2022-04-02 06:49:53 main:574] : INFO : Epoch 1835 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 2187.57 ms
[2022-04-02 06:49:55 main:574] : INFO : Epoch 1836 | loss: 0.0311729 | val_loss: 0.0311856 | Time: 2212.43 ms
[2022-04-02 06:49:57 main:574] : INFO : Epoch 1837 | loss: 0.0311835 | val_loss: 0.0311867 | Time: 2155.74 ms
[2022-04-02 06:49:59 main:574] : INFO : Epoch 1838 | loss: 0.0311852 | val_loss: 0.0311863 | Time: 2183.24 ms
[2022-04-02 06:50:02 main:574] : INFO : Epoch 1839 | loss: 0.0311836 | val_loss: 0.0311821 | Time: 2165.03 ms
[2022-04-02 06:50:04 main:574] : INFO : Epoch 1840 | loss: 0.0311816 | val_loss: 0.0311821 | Time: 2152.37 ms
[2022-04-02 06:50:06 main:574] : INFO : Epoch 1841 | loss: 0.0311819 | val_loss: 0.0311847 | Time: 2196.88 ms
[2022-04-02 06:50:08 main:574] : INFO : Epoch 1842 | loss: 0.0311831 | val_loss: 0.0311856 | Time: 2148.48 ms
[2022-04-02 06:50:11 main:574] : INFO : Epoch 1843 | loss: 0.0311818 | val_loss: 0.031181 | Time: 2224.4 ms
[2022-04-02 06:50:13 main:574] : INFO : Epoch 1844 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 2238.79 ms
[2022-04-02 06:50:15 main:574] : INFO : Epoch 1845 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 2156.35 ms
[2022-04-02 06:50:17 main:574] : INFO : Epoch 1846 | loss: 0.031178 | val_loss: 0.0311787 | Time: 2145.08 ms
[2022-04-02 06:50:20 main:574] : INFO : Epoch 1847 | loss: 0.0311772 | val_loss: 0.0311807 | Time: 2155.06 ms
[2022-04-02 06:50:22 main:574] : INFO : Epoch 1848 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 2201.63 ms
[2022-04-02 06:50:24 main:574] : INFO : Epoch 1849 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 2166.46 ms
[2022-04-02 06:50:26 main:574] : INFO : Epoch 1850 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 2179.31 ms
[2022-04-02 06:50:29 main:574] : INFO : Epoch 1851 | loss: 0.0311785 | val_loss: 0.031179 | Time: 2167.15 ms
[2022-04-02 06:50:31 main:574] : INFO : Epoch 1852 | loss: 0.031178 | val_loss: 0.0311875 | Time: 2209.99 ms
[2022-04-02 06:50:33 main:574] : INFO : Epoch 1853 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 2165.6 ms
[2022-04-02 06:50:35 main:574] : INFO : Epoch 1854 | loss: 0.031177 | val_loss: 0.0311793 | Time: 2185.71 ms
[2022-04-02 06:50:38 main:574] : INFO : Epoch 1855 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 2229.28 ms
[2022-04-02 06:50:40 main:574] : INFO : Epoch 1856 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 2167.61 ms
[2022-04-02 06:50:42 main:574] : INFO : Epoch 1857 | loss: 0.0311764 | val_loss: 0.0311811 | Time: 2136.53 ms
[2022-04-02 06:50:44 main:574] : INFO : Epoch 1858 | loss: 0.0311766 | val_loss: 0.0311802 | Time: 2170.41 ms
[2022-04-02 06:50:47 main:574] : INFO : Epoch 1859 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 2186.4 ms
[2022-04-02 06:50:49 main:574] : INFO : Epoch 1860 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 2233.22 ms
[2022-04-02 06:50:51 main:574] : INFO : Epoch 1861 | loss: 0.031175 | val_loss: 0.0311783 | Time: 2168.93 ms
[2022-04-02 06:50:53 main:574] : INFO : Epoch 1862 | loss: 0.0311747 | val_loss: 0.0311824 | Time: 2210.54 ms
[2022-04-02 06:50:56 main:574] : INFO : Epoch 1863 | loss: 0.031174 | val_loss: 0.0311796 | Time: 2212.04 ms
[2022-04-02 06:50:58 main:574] : INFO : Epoch 1864 | loss: 0.0311771 | val_loss: 0.0311858 | Time: 2201.92 ms
[2022-04-02 06:51:00 main:574] : INFO : Epoch 1865 | loss: 0.0311793 | val_loss: 0.0311814 | Time: 2213.8 ms
[2022-04-02 06:51:02 main:574] : INFO : Epoch 1866 | loss: 0.0311753 | val_loss: 0.0311785 | Time: 2177.83 ms
[2022-04-02 06:51:05 main:574] : INFO : Epoch 1867 | loss: 0.0311753 | val_loss: 0.03118 | Time: 2212.57 ms
[2022-04-02 06:51:07 main:574] : INFO : Epoch 1868 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 2178.13 ms
[2022-04-02 06:51:09 main:574] : INFO : Epoch 1869 | loss: 0.0311737 | val_loss: 0.0311812 | Time: 2202.82 ms
[2022-04-02 06:51:11 main:574] : INFO : Epoch 1870 | loss: 0.0311761 | val_loss: 0.0311814 | Time: 2174 ms
[2022-04-02 06:51:14 main:574] : INFO : Epoch 1871 | loss: 0.031175 | val_loss: 0.0311801 | Time: 2185.96 ms
[2022-04-02 06:51:16 main:574] : INFO : Epoch 1872 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 2186.3 ms
[2022-04-02 06:51:18 main:574] : INFO : Epoch 1873 | loss: 0.0311736 | val_loss: 0.031183 | Time: 2179.82 ms
[2022-04-02 06:51:20 main:574] : INFO : Epoch 1874 | loss: 0.0311735 | val_loss: 0.0311847 | Time: 2157.61 ms
[2022-04-02 06:51:23 main:574] : INFO : Epoch 1875 | loss: 0.0311803 | val_loss: 0.0312016 | Time: 2206.48 ms
[2022-04-02 06:51:25 main:574] : INFO : Epoch 1876 | loss: 0.0311826 | val_loss: 0.0311933 | Time: 2202.43 ms
[2022-04-02 06:51:27 main:574] : INFO : Epoch 1877 | loss: 0.0311821 | val_loss: 0.031182 | Time: 2182.04 ms
[2022-04-02 06:51:29 main:574] : INFO : Epoch 1878 | loss: 0.0311787 | val_loss: 0.0311835 | Time: 2160.29 ms
[2022-04-02 06:51:32 main:574] : INFO : Epoch 1879 | loss: 0.0311753 | val_loss: 0.0311784 | Time: 2141.59 ms
[2022-04-02 06:51:34 main:574] : INFO : Epoch 1880 | loss: 0.0311752 | val_loss: 0.0311833 | Time: 2202.47 ms
[2022-04-02 06:51:36 main:574] : INFO : Epoch 1881 | loss: 0.031174 | val_loss: 0.031179 | Time: 2239.31 ms
[2022-04-02 06:51:38 main:574] : INFO : Epoch 1882 | loss: 0.031174 | val_loss: 0.0311803 | Time: 2202.9 ms
[2022-04-02 06:51:41 main:574] : INFO : Epoch 1883 | loss: 0.0311737 | val_loss: 0.0311799 | Time: 2374.98 ms
[2022-04-02 06:51:43 main:574] : INFO : Epoch 1884 | loss: 0.0311725 | val_loss: 0.0311795 | Time: 2255.85 ms
[2022-04-02 06:51:45 main:574] : INFO : Epoch 1885 | loss: 0.0311745 | val_loss: 0.0311811 | Time: 2181.51 ms
[2022-04-02 06:51:48 main:574] : INFO : Epoch 1886 | loss: 0.0311793 | val_loss: 0.0311813 | Time: 2224.68 ms
[2022-04-02 06:51:50 main:574] : INFO : Epoch 1887 | loss: 0.0311757 | val_loss: 0.0311829 | Time: 2164.76 ms
[2022-04-02 06:51:52 main:574] : INFO : Epoch 1888 | loss: 0.0311739 | val_loss: 0.0311814 | Time: 2160.03 ms
[2022-04-02 06:51:54 main:574] : INFO : Epoch 1889 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 2161.52 ms
[2022-04-02 06:51:57 main:574] : INFO : Epoch 1890 | loss: 0.0311751 | val_loss: 0.0311843 | Time: 2197.78 ms
[2022-04-02 06:51:59 main:574] : INFO : Epoch 1891 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 2181.35 ms
[2022-04-02 06:52:01 main:574] : INFO : Epoch 1892 | loss: 0.031173 | val_loss: 0.0311798 | Time: 2165.81 ms
[2022-04-02 06:52:03 main:574] : INFO : Epoch 1893 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 2190.01 ms
[2022-04-02 06:52:05 main:574] : INFO : Epoch 1894 | loss: 0.0311784 | val_loss: 0.0311835 | Time: 2167.62 ms
[2022-04-02 06:52:08 main:574] : INFO : Epoch 1895 | loss: 0.0311791 | val_loss: 0.0311823 | Time: 2170.45 ms
[2022-04-02 06:52:10 main:574] : INFO : Epoch 1896 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 2227.75 ms
[2022-04-02 06:52:12 main:574] : INFO : Epoch 1897 | loss: 0.0311776 | val_loss: 0.0311835 | Time: 2193.53 ms
[2022-04-02 06:52:14 main:574] : INFO : Epoch 1898 | loss: 0.031177 | val_loss: 0.0311788 | Time: 2166.45 ms
[2022-04-02 06:52:17 main:574] : INFO : Epoch 1899 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 2197.96 ms
[2022-04-02 06:52:19 main:574] : INFO : Epoch 1900 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 2178.49 ms
[2022-04-02 06:52:21 main:574] : INFO : Epoch 1901 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 2180.92 ms
[2022-04-02 06:52:23 main:574] : INFO : Epoch 1902 | loss: 0.0311742 | val_loss: 0.0311781 | Time: 2214.3 ms
[2022-04-02 06:52:26 main:574] : INFO : Epoch 1903 | loss: 0.0311732 | val_loss: 0.0311778 | Time: 2214.28 ms
[2022-04-02 06:52:28 main:574] : INFO : Epoch 1904 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 2247.1 ms
[2022-04-02 06:52:30 main:574] : INFO : Epoch 1905 | loss: 0.0311768 | val_loss: 0.0311831 | Time: 2213.7 ms
[2022-04-02 06:52:32 main:574] : INFO : Epoch 1906 | loss: 0.0311771 | val_loss: 0.0311792 | Time: 2138.91 ms
[2022-04-02 06:52:35 main:574] : INFO : Epoch 1907 | loss: 0.0311759 | val_loss: 0.0311857 | Time: 2162.15 ms
[2022-04-02 06:52:37 main:574] : INFO : Epoch 1908 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 2196.71 ms
[2022-04-02 06:52:39 main:574] : INFO : Epoch 1909 | loss: 0.0311728 | val_loss: 0.0311798 | Time: 2176.66 ms
[2022-04-02 06:52:41 main:574] : INFO : Epoch 1910 | loss: 0.031174 | val_loss: 0.0311841 | Time: 2163.63 ms
[2022-04-02 06:52:44 main:574] : INFO : Epoch 1911 | loss: 0.0311752 | val_loss: 0.031183 | Time: 2192.3 ms
[2022-04-02 06:52:46 main:574] : INFO : Epoch 1912 | loss: 0.0311743 | val_loss: 0.0311778 | Time: 2159.03 ms
[2022-04-02 06:52:48 main:574] : INFO : Epoch 1913 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 2176.3 ms
[2022-04-02 06:52:50 main:574] : INFO : Epoch 1914 | loss: 0.0311745 | val_loss: 0.0311789 | Time: 2170.96 ms
[2022-04-02 06:52:53 main:574] : INFO : Epoch 1915 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 2214.6 ms
[2022-04-02 06:52:55 main:574] : INFO : Epoch 1916 | loss: 0.031175 | val_loss: 0.0311787 | Time: 2188.56 ms
[2022-04-02 06:52:57 main:574] : INFO : Epoch 1917 | loss: 0.0311744 | val_loss: 0.0311782 | Time: 2179.89 ms
[2022-04-02 06:52:59 main:574] : INFO : Epoch 1918 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 2183.41 ms
[2022-04-02 06:53:02 main:574] : INFO : Epoch 1919 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 2204.91 ms
[2022-04-02 06:53:04 main:574] : INFO : Epoch 1920 | loss: 0.0311727 | val_loss: 0.031178 | Time: 2180.28 ms
[2022-04-02 06:53:06 main:574] : INFO : Epoch 1921 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 2216.34 ms
[2022-04-02 06:53:08 main:574] : INFO : Epoch 1922 | loss: 0.0311731 | val_loss: 0.0311822 | Time: 2188.28 ms
[2022-04-02 06:53:10 main:574] : INFO : Epoch 1923 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 2154.5 ms
[2022-04-02 06:53:13 main:574] : INFO : Epoch 1924 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 2202.43 ms
[2022-04-02 06:53:15 main:574] : INFO : Epoch 1925 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 2179.05 ms
[2022-04-02 06:53:17 main:574] : INFO : Epoch 1926 | loss: 0.0311731 | val_loss: 0.0311794 | Time: 2194.93 ms
[2022-04-02 06:53:19 main:574] : INFO : Epoch 1927 | loss: 0.0311747 | val_loss: 0.0311796 | Time: 2200.28 ms
[2022-04-02 06:53:22 main:574] : INFO : Epoch 1928 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 2195.48 ms
[2022-04-02 06:53:24 main:574] : INFO : Epoch 1929 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 2238.21 ms
[2022-04-02 06:53:26 main:574] : INFO : Epoch 1930 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 2173.82 ms
[2022-04-02 06:53:29 main:574] : INFO : Epoch 1931 | loss: 0.0311736 | val_loss: 0.031178 | Time: 2243.87 ms
[2022-04-02 06:53:31 main:574] : INFO : Epoch 1932 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 2138.86 ms
[2022-04-02 06:53:33 main:574] : INFO : Epoch 1933 | loss: 0.0311723 | val_loss: 0.0311804 | Time: 2180.61 ms
[2022-04-02 06:53:35 main:574] : INFO : Epoch 1934 | loss: 0.0311715 | val_loss: 0.0311795 | Time: 2179.16 ms
[2022-04-02 06:53:37 main:574] : INFO : Epoch 1935 | loss: 0.0311709 | val_loss: 0.0311859 | Time: 2135.47 ms
[2022-04-02 06:53:40 main:574] : INFO : Epoch 1936 | loss: 0.0311721 | val_loss: 0.0311777 | Time: 2176.29 ms
[2022-04-02 06:53:42 main:574] : INFO : Epoch 1937 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 2208.56 ms
[2022-04-02 06:53:44 main:574] : INFO : Epoch 1938 | loss: 0.0311732 | val_loss: 0.0311781 | Time: 2175.2 ms
[2022-04-02 06:53:46 main:574] : INFO : Epoch 1939 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 2227.85 ms
[2022-04-02 06:53:49 main:574] : INFO : Epoch 1940 | loss: 0.0311709 | val_loss: 0.0311779 | Time: 2208.8 ms
[2022-04-02 06:53:51 main:574] : INFO : Epoch 1941 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 2177.97 ms
[2022-04-02 06:53:53 main:574] : INFO : Epoch 1942 | loss: 0.031171 | val_loss: 0.0311786 | Time: 2183.9 ms
[2022-04-02 06:53:55 main:574] : INFO : Epoch 1943 | loss: 0.0311707 | val_loss: 0.0311787 | Time: 2230.51 ms
[2022-04-02 06:53:58 main:574] : INFO : Epoch 1944 | loss: 0.0311707 | val_loss: 0.0311811 | Time: 2215.63 ms
[2022-04-02 06:54:00 main:574] : INFO : Epoch 1945 | loss: 0.031173 | val_loss: 0.0311794 | Time: 2208.19 ms
[2022-04-02 06:54:02 main:574] : INFO : Epoch 1946 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 2140.1 ms
[2022-04-02 06:54:04 main:574] : INFO : Epoch 1947 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 2150.17 ms
[2022-04-02 06:54:07 main:574] : INFO : Epoch 1948 | loss: 0.031172 | val_loss: 0.0311781 | Time: 2185.91 ms
[2022-04-02 06:54:09 main:574] : INFO : Epoch 1949 | loss: 0.0311698 | val_loss: 0.0311791 | Time: 2222.93 ms
[2022-04-02 06:54:11 main:574] : INFO : Epoch 1950 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 2140.98 ms
[2022-04-02 06:54:13 main:574] : INFO : Epoch 1951 | loss: 0.0311705 | val_loss: 0.0311823 | Time: 2187.77 ms
[2022-04-02 06:54:16 main:574] : INFO : Epoch 1952 | loss: 0.0311695 | val_loss: 0.0311798 | Time: 2149.39 ms
[2022-04-02 06:54:18 main:574] : INFO : Epoch 1953 | loss: 0.0311695 | val_loss: 0.0311815 | Time: 2208.79 ms
[2022-04-02 06:54:20 main:574] : INFO : Epoch 1954 | loss: 0.0311717 | val_loss: 0.0311823 | Time: 2190.22 ms
[2022-04-02 06:54:22 main:574] : INFO : Epoch 1955 | loss: 0.0311705 | val_loss: 0.0311802 | Time: 2195.91 ms
[2022-04-02 06:54:25 main:574] : INFO : Epoch 1956 | loss: 0.0311703 | val_loss: 0.0311811 | Time: 2180.44 ms
[2022-04-02 06:54:27 main:574] : INFO : Epoch 1957 | loss: 0.0311713 | val_loss: 0.0311805 | Time: 2188.01 ms
[2022-04-02 06:54:29 main:574] : INFO : Epoch 1958 | loss: 0.0311688 | val_loss: 0.0311795 | Time: 2173.07 ms
[2022-04-02 06:54:31 main:574] : INFO : Epoch 1959 | loss: 0.0311695 | val_loss: 0.0311788 | Time: 2205.02 ms
[2022-04-02 06:54:34 main:574] : INFO : Epoch 1960 | loss: 0.031168 | val_loss: 0.0311782 | Time: 2206.98 ms
[2022-04-02 06:54:36 main:574] : INFO : Epoch 1961 | loss: 0.0311687 | val_loss: 0.0311819 | Time: 2196 ms
[2022-04-02 06:54:38 main:574] : INFO : Epoch 1962 | loss: 0.0311719 | val_loss: 0.031181 | Time: 2241.09 ms
[2022-04-02 06:54:40 main:574] : INFO : Epoch 1963 | loss: 0.031169 | val_loss: 0.0311788 | Time: 2205.42 ms
[2022-04-02 06:54:43 main:574] : INFO : Epoch 1964 | loss: 0.0311683 | val_loss: 0.0311804 | Time: 2240.87 ms
[2022-04-02 06:54:45 main:574] : INFO : Epoch 1965 | loss: 0.0311681 | val_loss: 0.0311812 | Time: 2329.13 ms
[2022-04-02 06:54:47 main:574] : INFO : Epoch 1966 | loss: 0.0311675 | val_loss: 0.0311771 | Time: 2195.23 ms
[2022-04-02 06:54:50 main:574] : INFO : Epoch 1967 | loss: 0.0311686 | val_loss: 0.0311804 | Time: 2244.13 ms
[2022-04-02 06:54:52 main:574] : INFO : Epoch 1968 | loss: 0.0311763 | val_loss: 0.0311806 | Time: 2167.75 ms
[2022-04-02 06:54:54 main:574] : INFO : Epoch 1969 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 2197.04 ms
[2022-04-02 06:54:56 main:574] : INFO : Epoch 1970 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 2178.09 ms
[2022-04-02 06:54:59 main:574] : INFO : Epoch 1971 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 2194.7 ms
[2022-04-02 06:55:01 main:574] : INFO : Epoch 1972 | loss: 0.0311707 | val_loss: 0.0311801 | Time: 2198.82 ms
[2022-04-02 06:55:03 main:574] : INFO : Epoch 1973 | loss: 0.031172 | val_loss: 0.0311781 | Time: 2180.39 ms
[2022-04-02 06:55:06 main:574] : INFO : Epoch 1974 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 2176.11 ms
[2022-04-02 06:55:08 main:574] : INFO : Epoch 1975 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 2214.06 ms
[2022-04-02 06:55:10 main:574] : INFO : Epoch 1976 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 2140.37 ms
[2022-04-02 06:55:12 main:574] : INFO : Epoch 1977 | loss: 0.0311717 | val_loss: 0.0311786 | Time: 2182.62 ms
[2022-04-02 06:55:14 main:574] : INFO : Epoch 1978 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 2164.05 ms
[2022-04-02 06:55:17 main:574] : INFO : Epoch 1979 | loss: 0.031171 | val_loss: 0.0311774 | Time: 2177.4 ms
[2022-04-02 06:55:19 main:574] : INFO : Epoch 1980 | loss: 0.03117 | val_loss: 0.0311763 | Time: 2190.19 ms
[2022-04-02 06:55:21 main:574] : INFO : Epoch 1981 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 2175.39 ms
[2022-04-02 06:55:23 main:574] : INFO : Epoch 1982 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 2235.75 ms
[2022-04-02 06:55:26 main:574] : INFO : Epoch 1983 | loss: 0.0311704 | val_loss: 0.0311809 | Time: 2208.49 ms
[2022-04-02 06:55:28 main:574] : INFO : Epoch 1984 | loss: 0.0311717 | val_loss: 0.0311847 | Time: 2179.25 ms
[2022-04-02 06:55:30 main:574] : INFO : Epoch 1985 | loss: 0.0311728 | val_loss: 0.0311815 | Time: 2214.32 ms
[2022-04-02 06:55:33 main:574] : INFO : Epoch 1986 | loss: 0.0311709 | val_loss: 0.031179 | Time: 2166.54 ms
[2022-04-02 06:55:35 main:574] : INFO : Epoch 1987 | loss: 0.0311691 | val_loss: 0.0311805 | Time: 2164.74 ms
[2022-04-02 06:55:37 main:574] : INFO : Epoch 1988 | loss: 0.0311747 | val_loss: 0.031183 | Time: 2225 ms
[2022-04-02 06:55:39 main:574] : INFO : Epoch 1989 | loss: 0.031179 | val_loss: 0.0311841 | Time: 2137.1 ms
[2022-04-02 06:55:42 main:574] : INFO : Epoch 1990 | loss: 0.0311781 | val_loss: 0.0311829 | Time: 2257.2 ms
[2022-04-02 06:55:44 main:574] : INFO : Epoch 1991 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 2206.45 ms
[2022-04-02 06:55:46 main:574] : INFO : Epoch 1992 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 2227.68 ms
[2022-04-02 06:55:48 main:574] : INFO : Epoch 1993 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 2172.51 ms
[2022-04-02 06:55:51 main:574] : INFO : Epoch 1994 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 2197.44 ms
[2022-04-02 06:55:53 main:574] : INFO : Epoch 1995 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 2178.48 ms
[2022-04-02 06:55:55 main:574] : INFO : Epoch 1996 | loss: 0.0311743 | val_loss: 0.031184 | Time: 2184.78 ms
[2022-04-02 06:55:57 main:574] : INFO : Epoch 1997 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 2171.1 ms
[2022-04-02 06:56:00 main:574] : INFO : Epoch 1998 | loss: 0.031172 | val_loss: 0.0311788 | Time: 2218.14 ms
[2022-04-02 06:56:02 main:574] : INFO : Epoch 1999 | loss: 0.0311722 | val_loss: 0.0311793 | Time: 2168.76 ms
[2022-04-02 06:56:04 main:574] : INFO : Epoch 2000 | loss: 0.0311735 | val_loss: 0.031182 | Time: 2153.96 ms
[2022-04-02 06:56:06 main:574] : INFO : Epoch 2001 | loss: 0.0311732 | val_loss: 0.0311796 | Time: 2162.46 ms
[2022-04-02 06:56:09 main:574] : INFO : Epoch 2002 | loss: 0.0311714 | val_loss: 0.0311811 | Time: 2169.32 ms
[2022-04-02 06:56:11 main:574] : INFO : Epoch 2003 | loss: 0.0311713 | val_loss: 0.0311804 | Time: 2176.5 ms
[2022-04-02 06:56:13 main:574] : INFO : Epoch 2004 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 2192.39 ms
[2022-04-02 06:56:15 main:574] : INFO : Epoch 2005 | loss: 0.0311731 | val_loss: 0.0311824 | Time: 2155.24 ms
[2022-04-02 06:56:18 main:574] : INFO : Epoch 2006 | loss: 0.0311737 | val_loss: 0.0311832 | Time: 2237.36 ms
[2022-04-02 06:56:20 main:574] : INFO : Epoch 2007 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 2133.69 ms
[2022-04-02 06:56:22 main:574] : INFO : Epoch 2008 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 2165.68 ms
[2022-04-02 06:56:24 main:574] : INFO : Epoch 2009 | loss: 0.0311713 | val_loss: 0.0311815 | Time: 2230.74 ms
[2022-04-02 06:56:26 main:574] : INFO : Epoch 2010 | loss: 0.0311714 | val_loss: 0.0311789 | Time: 2184.61 ms
[2022-04-02 06:56:29 main:574] : INFO : Epoch 2011 | loss: 0.031172 | val_loss: 0.0311834 | Time: 2214.95 ms
[2022-04-02 06:56:31 main:574] : INFO : Epoch 2012 | loss: 0.0311707 | val_loss: 0.0311852 | Time: 2182.61 ms
[2022-04-02 06:56:33 main:574] : INFO : Epoch 2013 | loss: 0.0311729 | val_loss: 0.0311878 | Time: 2186.35 ms
[2022-04-02 06:56:35 main:574] : INFO : Epoch 2014 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 2182.66 ms
[2022-04-02 06:56:38 main:574] : INFO : Epoch 2015 | loss: 0.0311697 | val_loss: 0.0311812 | Time: 2193.55 ms
[2022-04-02 06:56:40 main:574] : INFO : Epoch 2016 | loss: 0.0311703 | val_loss: 0.031181 | Time: 2174.99 ms
[2022-04-02 06:56:42 main:574] : INFO : Epoch 2017 | loss: 0.0311682 | val_loss: 0.0311784 | Time: 2181.4 ms
[2022-04-02 06:56:44 main:574] : INFO : Epoch 2018 | loss: 0.031169 | val_loss: 0.0311797 | Time: 2224.82 ms
[2022-04-02 06:56:47 main:574] : INFO : Epoch 2019 | loss: 0.0311694 | val_loss: 0.031181 | Time: 2143.55 ms
[2022-04-02 06:56:49 main:574] : INFO : Epoch 2020 | loss: 0.0311684 | val_loss: 0.0311805 | Time: 2209.36 ms
[2022-04-02 06:56:51 main:574] : INFO : Epoch 2021 | loss: 0.0311684 | val_loss: 0.0311778 | Time: 2164.12 ms
[2022-04-02 06:56:53 main:574] : INFO : Epoch 2022 | loss: 0.0311711 | val_loss: 0.0311798 | Time: 2178.74 ms
[2022-04-02 06:56:56 main:574] : INFO : Epoch 2023 | loss: 0.0311703 | val_loss: 0.0311828 | Time: 2111.22 ms
[2022-04-02 06:56:58 main:574] : INFO : Epoch 2024 | loss: 0.0311722 | val_loss: 0.0311872 | Time: 2245.23 ms
[2022-04-02 06:57:00 main:574] : INFO : Epoch 2025 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 2190.28 ms
[2022-04-02 06:57:02 main:574] : INFO : Epoch 2026 | loss: 0.0311714 | val_loss: 0.0311781 | Time: 2164.45 ms
[2022-04-02 06:57:05 main:574] : INFO : Epoch 2027 | loss: 0.0311701 | val_loss: 0.031179 | Time: 2174.7 ms
[2022-04-02 06:57:07 main:574] : INFO : Epoch 2028 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 2208.34 ms
[2022-04-02 06:57:09 main:574] : INFO : Epoch 2029 | loss: 0.0311691 | val_loss: 0.0311819 | Time: 2213.45 ms
[2022-04-02 06:57:11 main:574] : INFO : Epoch 2030 | loss: 0.031169 | val_loss: 0.0311816 | Time: 2153.17 ms
[2022-04-02 06:57:14 main:574] : INFO : Epoch 2031 | loss: 0.0311702 | val_loss: 0.0311811 | Time: 2173.08 ms
[2022-04-02 06:57:16 main:574] : INFO : Epoch 2032 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 2192 ms
[2022-04-02 06:57:18 main:574] : INFO : Epoch 2033 | loss: 0.0311717 | val_loss: 0.0311832 | Time: 2183.11 ms
[2022-04-02 06:57:20 main:574] : INFO : Epoch 2034 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 2178.85 ms
[2022-04-02 06:57:23 main:574] : INFO : Epoch 2035 | loss: 0.0311704 | val_loss: 0.0311786 | Time: 2169.48 ms
[2022-04-02 06:57:25 main:574] : INFO : Epoch 2036 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 2153.39 ms
[2022-04-02 06:57:27 main:574] : INFO : Epoch 2037 | loss: 0.0311704 | val_loss: 0.0311827 | Time: 2219.57 ms
[2022-04-02 06:57:29 main:574] : INFO : Epoch 2038 | loss: 0.0311689 | val_loss: 0.0311774 | Time: 2167.31 ms
[2022-04-02 06:57:31 main:574] : INFO : Epoch 2039 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 2186.67 ms
[2022-04-02 06:57:34 main:574] : INFO : Epoch 2040 | loss: 0.0311698 | val_loss: 0.0311773 | Time: 2190.71 ms
[2022-04-02 06:57:36 main:574] : INFO : Epoch 2041 | loss: 0.0311708 | val_loss: 0.03118 | Time: 2179.86 ms
[2022-04-02 06:57:38 main:574] : INFO : Epoch 2042 | loss: 0.0311705 | val_loss: 0.0311883 | Time: 2161.84 ms
[2022-04-02 06:57:40 main:574] : INFO : Epoch 2043 | loss: 0.0311757 | val_loss: 0.0311866 | Time: 2216.46 ms
[2022-04-02 06:57:43 main:574] : INFO : Epoch 2044 | loss: 0.031403 | val_loss: 0.0317111 | Time: 2171.5 ms
[2022-04-02 06:57:45 main:574] : INFO : Epoch 2045 | loss: 0.0339679 | val_loss: 0.0324828 | Time: 2216.69 ms
[2022-04-02 06:57:47 main:574] : INFO : Epoch 2046 | loss: 0.0330166 | val_loss: 0.0315463 | Time: 2191.29 ms
[2022-04-02 06:57:49 main:574] : INFO : Epoch 2047 | loss: 0.0314167 | val_loss: 0.0313353 | Time: 2153.93 ms
[2022-04-02 06:57:52 main:574] : INFO : Epoch 2048 | loss: 0.0312468 | val_loss: 0.0312184 | Time: 2207.08 ms
[2022-04-02 06:57:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312184
[2022-04-02 06:57:52 main:603] : INFO : Saving end state to config to file
[2022-04-02 06:57:52 main:608] : INFO : Success, exiting..
06:57:52 (18220): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)