Task 14549075
| Name | ParityModified-1647048056-24368-3-0_0 |
| Workunit | 11575147 |
| Created | 8 Apr 2022, 6:48:20 UTC |
| Sent | 10 Apr 2022, 17:36:56 UTC |
| Report deadline | 18 Apr 2022, 17:36:56 UTC |
| Received | 12 Apr 2022, 8:12:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 13 min 19 sec |
| CPU time | 1 hours 10 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311861 | val_loss: 0.0312005 | Time: 2059.94 ms
[2022-04-12 09:54:26 main:574] : INFO : Epoch 1543 | loss: 0.0311852 | val_loss: 0.0311931 | Time: 2014.62 ms
[2022-04-12 09:54:28 main:574] : INFO : Epoch 1544 | loss: 0.0311853 | val_loss: 0.0311934 | Time: 2028.37 ms
[2022-04-12 09:54:30 main:574] : INFO : Epoch 1545 | loss: 0.0311837 | val_loss: 0.0311956 | Time: 1987.86 ms
[2022-04-12 09:54:32 main:574] : INFO : Epoch 1546 | loss: 0.0311866 | val_loss: 0.0311955 | Time: 2012.29 ms
[2022-04-12 09:54:34 main:574] : INFO : Epoch 1547 | loss: 0.0311908 | val_loss: 0.0311993 | Time: 2053.66 ms
[2022-04-12 09:54:36 main:574] : INFO : Epoch 1548 | loss: 0.0311862 | val_loss: 0.0311963 | Time: 2013.1 ms
[2022-04-12 09:54:39 main:574] : INFO : Epoch 1549 | loss: 0.0311821 | val_loss: 0.0311955 | Time: 2055.37 ms
[2022-04-12 09:54:41 main:574] : INFO : Epoch 1550 | loss: 0.0311819 | val_loss: 0.0311935 | Time: 2023.21 ms
[2022-04-12 09:54:43 main:574] : INFO : Epoch 1551 | loss: 0.0311798 | val_loss: 0.0311946 | Time: 2040.17 ms
[2022-04-12 09:54:45 main:574] : INFO : Epoch 1552 | loss: 0.0311814 | val_loss: 0.0311964 | Time: 2059.48 ms
[2022-04-12 09:54:47 main:574] : INFO : Epoch 1553 | loss: 0.0311801 | val_loss: 0.0311984 | Time: 2062.17 ms
[2022-04-12 09:54:49 main:574] : INFO : Epoch 1554 | loss: 0.0311796 | val_loss: 0.0311953 | Time: 2075.77 ms
[2022-04-12 09:54:51 main:574] : INFO : Epoch 1555 | loss: 0.031179 | val_loss: 0.0311945 | Time: 2067.84 ms
[2022-04-12 09:54:53 main:574] : INFO : Epoch 1556 | loss: 0.0311797 | val_loss: 0.0311965 | Time: 2025.95 ms
[2022-04-12 09:54:55 main:574] : INFO : Epoch 1557 | loss: 0.0311916 | val_loss: 0.0311972 | Time: 2054.58 ms
[2022-04-12 09:54:57 main:574] : INFO : Epoch 1558 | loss: 0.0311914 | val_loss: 0.0311947 | Time: 2056.77 ms
[2022-04-12 09:54:59 main:574] : INFO : Epoch 1559 | loss: 0.0311904 | val_loss: 0.0311927 | Time: 2055.96 ms
[2022-04-12 09:55:02 main:574] : INFO : Epoch 1560 | loss: 0.0311885 | val_loss: 0.0311938 | Time: 2040.35 ms
[2022-04-12 09:55:04 main:574] : INFO : Epoch 1561 | loss: 0.031188 | val_loss: 0.031194 | Time: 2020.04 ms
[2022-04-12 09:55:06 main:574] : INFO : Epoch 1562 | loss: 0.0311883 | val_loss: 0.0311992 | Time: 1998.84 ms
[2022-04-12 09:55:08 main:574] : INFO : Epoch 1563 | loss: 0.0311883 | val_loss: 0.0311951 | Time: 2049.4 ms
[2022-04-12 09:55:10 main:574] : INFO : Epoch 1564 | loss: 0.0311855 | val_loss: 0.0311937 | Time: 2034.52 ms
[2022-04-12 09:55:12 main:574] : INFO : Epoch 1565 | loss: 0.0311853 | val_loss: 0.0311932 | Time: 2077.19 ms
[2022-04-12 09:55:14 main:574] : INFO : Epoch 1566 | loss: 0.031185 | val_loss: 0.0311936 | Time: 2092.26 ms
[2022-04-12 09:55:16 main:574] : INFO : Epoch 1567 | loss: 0.0311844 | val_loss: 0.0311934 | Time: 2058.38 ms
[2022-04-12 09:55:18 main:574] : INFO : Epoch 1568 | loss: 0.0311843 | val_loss: 0.031193 | Time: 2031.78 ms
[2022-04-12 09:55:20 main:574] : INFO : Epoch 1569 | loss: 0.0311838 | val_loss: 0.0311943 | Time: 2060.17 ms
[2022-04-12 09:55:23 main:574] : INFO : Epoch 1570 | loss: 0.0311864 | val_loss: 0.0311958 | Time: 2076.75 ms
[2022-04-12 09:55:25 main:574] : INFO : Epoch 1571 | loss: 0.0311859 | val_loss: 0.0311999 | Time: 2033.43 ms
[2022-04-12 09:55:27 main:574] : INFO : Epoch 1572 | loss: 0.0311853 | val_loss: 0.0311945 | Time: 2054.18 ms
[2022-04-12 09:55:29 main:574] : INFO : Epoch 1573 | loss: 0.0311826 | val_loss: 0.0311953 | Time: 2053.01 ms
[2022-04-12 09:55:31 main:574] : INFO : Epoch 1574 | loss: 0.0311839 | val_loss: 0.0311955 | Time: 2082.66 ms
[2022-04-12 09:55:33 main:574] : INFO : Epoch 1575 | loss: 0.0311836 | val_loss: 0.031193 | Time: 2049.05 ms
[2022-04-12 09:55:35 main:574] : INFO : Epoch 1576 | loss: 0.0311837 | val_loss: 0.0311935 | Time: 2049.12 ms
[2022-04-12 09:55:37 main:574] : INFO : Epoch 1577 | loss: 0.0311835 | val_loss: 0.0311924 | Time: 2037.93 ms
[2022-04-12 09:55:40 main:574] : INFO : Epoch 1578 | loss: 0.0311832 | val_loss: 0.0311941 | Time: 2022.5 ms
[2022-04-12 09:55:42 main:574] : INFO : Epoch 1579 | loss: 0.031183 | val_loss: 0.0311942 | Time: 2044.04 ms
[2022-04-12 09:55:44 main:574] : INFO : Epoch 1580 | loss: 0.0311827 | val_loss: 0.0311948 | Time: 2092.32 ms
[2022-04-12 09:55:46 main:574] : INFO : Epoch 1581 | loss: 0.0311856 | val_loss: 0.0311949 | Time: 2032.09 ms
[2022-04-12 09:55:48 main:574] : INFO : Epoch 1582 | loss: 0.0311829 | val_loss: 0.0311952 | Time: 2027.71 ms
[2022-04-12 09:55:50 main:574] : INFO : Epoch 1583 | loss: 0.0311828 | val_loss: 0.0312 | Time: 2051.25 ms
[2022-04-12 09:55:52 main:574] : INFO : Epoch 1584 | loss: 0.0311827 | val_loss: 0.0311951 | Time: 2084.3 ms
[2022-04-12 09:55:54 main:574] : INFO : Epoch 1585 | loss: 0.0311823 | val_loss: 0.0311972 | Time: 2036.48 ms
[2022-04-12 09:55:56 main:574] : INFO : Epoch 1586 | loss: 0.0311855 | val_loss: 0.0311981 | Time: 2031.41 ms
[2022-04-12 09:55:58 main:574] : INFO : Epoch 1587 | loss: 0.0311817 | val_loss: 0.0311949 | Time: 2055.39 ms
[2022-04-12 09:56:01 main:574] : INFO : Epoch 1588 | loss: 0.0311829 | val_loss: 0.0312003 | Time: 2072.7 ms
[2022-04-12 09:56:03 main:574] : INFO : Epoch 1589 | loss: 0.0311871 | val_loss: 0.0311932 | Time: 2031.65 ms
[2022-04-12 09:56:05 main:574] : INFO : Epoch 1590 | loss: 0.0311847 | val_loss: 0.0311937 | Time: 2049.27 ms
[2022-04-12 09:56:07 main:574] : INFO : Epoch 1591 | loss: 0.031185 | val_loss: 0.0312033 | Time: 2071.75 ms
[2022-04-12 09:56:09 main:574] : INFO : Epoch 1592 | loss: 0.0311883 | val_loss: 0.0312061 | Time: 2028.15 ms
[2022-04-12 09:56:11 main:574] : INFO : Epoch 1593 | loss: 0.0311859 | val_loss: 0.0311962 | Time: 2017.48 ms
[2022-04-12 09:56:13 main:574] : INFO : Epoch 1594 | loss: 0.0311894 | val_loss: 0.0312027 | Time: 2023.15 ms
[2022-04-12 09:56:15 main:574] : INFO : Epoch 1595 | loss: 0.0311831 | val_loss: 0.0311926 | Time: 2037.07 ms
[2022-04-12 09:56:17 main:574] : INFO : Epoch 1596 | loss: 0.031185 | val_loss: 0.0311985 | Time: 2046.34 ms
[2022-04-12 09:56:19 main:574] : INFO : Epoch 1597 | loss: 0.0311857 | val_loss: 0.0311961 | Time: 2010.2 ms
[2022-04-12 09:56:21 main:574] : INFO : Epoch 1598 | loss: 0.0311828 | val_loss: 0.0311966 | Time: 2091.28 ms
[2022-04-12 09:56:24 main:574] : INFO : Epoch 1599 | loss: 0.0311839 | val_loss: 0.0311945 | Time: 2087.7 ms
[2022-04-12 09:56:26 main:574] : INFO : Epoch 1600 | loss: 0.0311821 | val_loss: 0.0311936 | Time: 2084.36 ms
[2022-04-12 09:56:28 main:574] : INFO : Epoch 1601 | loss: 0.0311828 | val_loss: 0.0311938 | Time: 2061.39 ms
[2022-04-12 09:56:30 main:574] : INFO : Epoch 1602 | loss: 0.0311826 | val_loss: 0.0311951 | Time: 2017.88 ms
[2022-04-12 09:56:32 main:574] : INFO : Epoch 1603 | loss: 0.0311824 | val_loss: 0.0311934 | Time: 2029.77 ms
[2022-04-12 09:56:34 main:574] : INFO : Epoch 1604 | loss: 0.0311813 | val_loss: 0.0311945 | Time: 2048.68 ms
[2022-04-12 09:56:36 main:574] : INFO : Epoch 1605 | loss: 0.031182 | val_loss: 0.0311942 | Time: 2067.62 ms
[2022-04-12 09:56:38 main:574] : INFO : Epoch 1606 | loss: 0.0311837 | val_loss: 0.0311908 | Time: 2067.88 ms
[2022-04-12 09:56:40 main:574] : INFO : Epoch 1607 | loss: 0.031182 | val_loss: 0.0311966 | Time: 2014.57 ms
[2022-04-12 09:56:43 main:574] : INFO : Epoch 1608 | loss: 0.0311819 | val_loss: 0.0311945 | Time: 2068.5 ms
[2022-04-12 09:56:45 main:574] : INFO : Epoch 1609 | loss: 0.0311821 | val_loss: 0.0311986 | Time: 2087.89 ms
[2022-04-12 09:56:47 main:574] : INFO : Epoch 1610 | loss: 0.0311835 | val_loss: 0.0312078 | Time: 2105.55 ms
[2022-04-12 09:56:49 main:574] : INFO : Epoch 1611 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 2065.28 ms
[2022-04-12 09:56:51 main:574] : INFO : Epoch 1612 | loss: 0.0311819 | val_loss: 0.0311909 | Time: 2088.47 ms
[2022-04-12 09:56:53 main:574] : INFO : Epoch 1613 | loss: 0.0311818 | val_loss: 0.0311911 | Time: 2055.74 ms
[2022-04-12 09:56:55 main:574] : INFO : Epoch 1614 | loss: 0.0311822 | val_loss: 0.0311901 | Time: 2018.54 ms
[2022-04-12 09:56:57 main:574] : INFO : Epoch 1615 | loss: 0.0311857 | val_loss: 0.0311923 | Time: 2073.42 ms
[2022-04-12 09:56:59 main:574] : INFO : Epoch 1616 | loss: 0.0311851 | val_loss: 0.0311924 | Time: 2076.03 ms
[2022-04-12 09:57:02 main:574] : INFO : Epoch 1617 | loss: 0.031186 | val_loss: 0.0311938 | Time: 2026.83 ms
[2022-04-12 09:57:04 main:574] : INFO : Epoch 1618 | loss: 0.0311852 | val_loss: 0.0311926 | Time: 2098.81 ms
[2022-04-12 09:57:06 main:574] : INFO : Epoch 1619 | loss: 0.0311844 | val_loss: 0.0311928 | Time: 2104.5 ms
[2022-04-12 09:57:08 main:574] : INFO : Epoch 1620 | loss: 0.0311826 | val_loss: 0.0311911 | Time: 2054.06 ms
[2022-04-12 09:57:10 main:574] : INFO : Epoch 1621 | loss: 0.0311828 | val_loss: 0.0311934 | Time: 2079.35 ms
[2022-04-12 09:57:12 main:574] : INFO : Epoch 1622 | loss: 0.0311855 | val_loss: 0.0311903 | Time: 2080.24 ms
[2022-04-12 09:57:14 main:574] : INFO : Epoch 1623 | loss: 0.0311832 | val_loss: 0.0311919 | Time: 2104.35 ms
[2022-04-12 09:57:17 main:574] : INFO : Epoch 1624 | loss: 0.0311818 | val_loss: 0.031191 | Time: 2066.09 ms
[2022-04-12 09:57:19 main:574] : INFO : Epoch 1625 | loss: 0.0311812 | val_loss: 0.0311915 | Time: 2072.2 ms
[2022-04-12 09:57:21 main:574] : INFO : Epoch 1626 | loss: 0.031184 | val_loss: 0.0312008 | Time: 2094.07 ms
[2022-04-12 09:57:23 main:574] : INFO : Epoch 1627 | loss: 0.0311952 | val_loss: 0.0312011 | Time: 2070.57 ms
[2022-04-12 09:57:25 main:574] : INFO : Epoch 1628 | loss: 0.0312061 | val_loss: 0.0312069 | Time: 2084.07 ms
[2022-04-12 09:57:27 main:574] : INFO : Epoch 1629 | loss: 0.0312043 | val_loss: 0.0312048 | Time: 2024.26 ms
[2022-04-12 09:57:29 main:574] : INFO : Epoch 1630 | loss: 0.0312016 | val_loss: 0.0312022 | Time: 2063.12 ms
[2022-04-12 09:57:31 main:574] : INFO : Epoch 1631 | loss: 0.0311996 | val_loss: 0.0311994 | Time: 2075.69 ms
[2022-04-12 09:57:34 main:574] : INFO : Epoch 1632 | loss: 0.0311972 | val_loss: 0.0312004 | Time: 2106.6 ms
[2022-04-12 09:57:36 main:574] : INFO : Epoch 1633 | loss: 0.0311967 | val_loss: 0.0311979 | Time: 2090.83 ms
[2022-04-12 09:57:38 main:574] : INFO : Epoch 1634 | loss: 0.0311953 | val_loss: 0.0311974 | Time: 2071.15 ms
[2022-04-12 09:57:40 main:574] : INFO : Epoch 1635 | loss: 0.0311937 | val_loss: 0.031197 | Time: 2099.76 ms
[2022-04-12 09:57:42 main:574] : INFO : Epoch 1636 | loss: 0.0311928 | val_loss: 0.0311971 | Time: 2030.8 ms
[2022-04-12 09:57:44 main:574] : INFO : Epoch 1637 | loss: 0.0311964 | val_loss: 0.0311978 | Time: 2102.54 ms
[2022-04-12 09:57:47 main:574] : INFO : Epoch 1638 | loss: 0.031194 | val_loss: 0.0311961 | Time: 1992.6 ms
[2022-04-12 09:57:49 main:574] : INFO : Epoch 1639 | loss: 0.0311926 | val_loss: 0.031197 | Time: 2074.06 ms
[2022-04-12 09:57:51 main:574] : INFO : Epoch 1640 | loss: 0.0311905 | val_loss: 0.0311946 | Time: 2108.04 ms
[2022-04-12 09:57:53 main:574] : INFO : Epoch 1641 | loss: 0.0311897 | val_loss: 0.031195 | Time: 2044.29 ms
[2022-04-12 09:57:55 main:574] : INFO : Epoch 1642 | loss: 0.0311895 | val_loss: 0.0311968 | Time: 2058 ms
[2022-04-12 09:57:57 main:574] : INFO : Epoch 1643 | loss: 0.0311908 | val_loss: 0.0311954 | Time: 2072.04 ms
[2022-04-12 09:57:59 main:574] : INFO : Epoch 1644 | loss: 0.0311902 | val_loss: 0.0311947 | Time: 2061.28 ms
[2022-04-12 09:58:01 main:574] : INFO : Epoch 1645 | loss: 0.0311889 | val_loss: 0.031196 | Time: 2057.19 ms
[2022-04-12 09:58:03 main:574] : INFO : Epoch 1646 | loss: 0.0311892 | val_loss: 0.0311956 | Time: 2021.99 ms
[2022-04-12 09:58:05 main:574] : INFO : Epoch 1647 | loss: 0.0311965 | val_loss: 0.0312114 | Time: 2084.72 ms
[2022-04-12 09:58:08 main:574] : INFO : Epoch 1648 | loss: 0.0317912 | val_loss: 0.0351729 | Time: 2107.59 ms
[2022-04-12 09:58:10 main:574] : INFO : Epoch 1649 | loss: 0.0331569 | val_loss: 0.0317284 | Time: 2073.62 ms
[2022-04-12 09:58:12 main:574] : INFO : Epoch 1650 | loss: 0.0314084 | val_loss: 0.0312495 | Time: 2099.11 ms
[2022-04-12 09:58:14 main:574] : INFO : Epoch 1651 | loss: 0.0312352 | val_loss: 0.0312125 | Time: 2100.95 ms
[2022-04-12 09:58:16 main:574] : INFO : Epoch 1652 | loss: 0.0312054 | val_loss: 0.0312005 | Time: 2117.71 ms
[2022-04-12 09:58:18 main:574] : INFO : Epoch 1653 | loss: 0.031197 | val_loss: 0.0311967 | Time: 2081.99 ms
[2022-04-12 09:58:21 main:574] : INFO : Epoch 1654 | loss: 0.0311958 | val_loss: 0.0312038 | Time: 2080.09 ms
[2022-04-12 09:58:23 main:574] : INFO : Epoch 1655 | loss: 0.0311963 | val_loss: 0.0312006 | Time: 2084.78 ms
[2022-04-12 09:58:25 main:574] : INFO : Epoch 1656 | loss: 0.0311937 | val_loss: 0.0311949 | Time: 2087.83 ms
[2022-04-12 09:58:27 main:574] : INFO : Epoch 1657 | loss: 0.0311926 | val_loss: 0.0311951 | Time: 2072.32 ms
[2022-04-12 09:58:29 main:574] : INFO : Epoch 1658 | loss: 0.0311921 | val_loss: 0.0311948 | Time: 2094.68 ms
[2022-04-12 09:58:31 main:574] : INFO : Epoch 1659 | loss: 0.0311909 | val_loss: 0.0311949 | Time: 2091.81 ms
[2022-04-12 09:58:34 main:574] : INFO : Epoch 1660 | loss: 0.0311921 | val_loss: 0.0311978 | Time: 2054.07 ms
[2022-04-12 09:58:36 main:574] : INFO : Epoch 1661 | loss: 0.0311906 | val_loss: 0.0311956 | Time: 2102.32 ms
[2022-04-12 09:58:38 main:574] : INFO : Epoch 1662 | loss: 0.0311898 | val_loss: 0.031194 | Time: 2128.13 ms
[2022-04-12 09:58:40 main:574] : INFO : Epoch 1663 | loss: 0.0311907 | val_loss: 0.0311963 | Time: 2134.04 ms
[2022-04-12 09:58:42 main:574] : INFO : Epoch 1664 | loss: 0.0311918 | val_loss: 0.0311947 | Time: 2088.73 ms
[2022-04-12 09:58:44 main:574] : INFO : Epoch 1665 | loss: 0.0311901 | val_loss: 0.0311945 | Time: 2092.36 ms
[2022-04-12 09:58:47 main:574] : INFO : Epoch 1666 | loss: 0.0311879 | val_loss: 0.0311927 | Time: 2071.37 ms
[2022-04-12 09:58:49 main:574] : INFO : Epoch 1667 | loss: 0.0311871 | val_loss: 0.0311926 | Time: 2033.92 ms
[2022-04-12 09:58:51 main:574] : INFO : Epoch 1668 | loss: 0.0311868 | val_loss: 0.0311915 | Time: 2089.45 ms
[2022-04-12 09:58:53 main:574] : INFO : Epoch 1669 | loss: 0.0311866 | val_loss: 0.0311911 | Time: 2104.75 ms
[2022-04-12 09:58:55 main:574] : INFO : Epoch 1670 | loss: 0.031187 | val_loss: 0.0311916 | Time: 2073.77 ms
[2022-04-12 09:58:58 main:574] : INFO : Epoch 1671 | loss: 0.0311863 | val_loss: 0.031192 | Time: 2096.1 ms
[2022-04-12 09:59:00 main:574] : INFO : Epoch 1672 | loss: 0.0311859 | val_loss: 0.0311909 | Time: 2094.26 ms
[2022-04-12 09:59:02 main:574] : INFO : Epoch 1673 | loss: 0.0311862 | val_loss: 0.0311909 | Time: 2084.62 ms
[2022-04-12 09:59:04 main:574] : INFO : Epoch 1674 | loss: 0.0311868 | val_loss: 0.0311921 | Time: 2066.84 ms
[2022-04-12 09:59:06 main:574] : INFO : Epoch 1675 | loss: 0.0311852 | val_loss: 0.0311918 | Time: 2082.42 ms
[2022-04-12 09:59:08 main:574] : INFO : Epoch 1676 | loss: 0.0311844 | val_loss: 0.0311908 | Time: 2053.83 ms
[2022-04-12 09:59:10 main:574] : INFO : Epoch 1677 | loss: 0.0311855 | val_loss: 0.031191 | Time: 2039.98 ms
[2022-04-12 09:59:12 main:574] : INFO : Epoch 1678 | loss: 0.0311847 | val_loss: 0.0311932 | Time: 2065.46 ms
[2022-04-12 09:59:15 main:574] : INFO : Epoch 1679 | loss: 0.0311843 | val_loss: 0.0311906 | Time: 2086.5 ms
[2022-04-12 09:59:17 main:574] : INFO : Epoch 1680 | loss: 0.0311841 | val_loss: 0.0311903 | Time: 2073.72 ms
[2022-04-12 09:59:19 main:574] : INFO : Epoch 1681 | loss: 0.0311849 | val_loss: 0.0311948 | Time: 2062 ms
[2022-04-12 09:59:21 main:574] : INFO : Epoch 1682 | loss: 0.0311855 | val_loss: 0.0311932 | Time: 2072.27 ms
[2022-04-12 09:59:23 main:574] : INFO : Epoch 1683 | loss: 0.0311838 | val_loss: 0.0311907 | Time: 2064.84 ms
[2022-04-12 09:59:25 main:574] : INFO : Epoch 1684 | loss: 0.0311847 | val_loss: 0.0311909 | Time: 2032.72 ms
[2022-04-12 09:59:27 main:574] : INFO : Epoch 1685 | loss: 0.0311829 | val_loss: 0.0311904 | Time: 2070.3 ms
[2022-04-12 09:59:29 main:574] : INFO : Epoch 1686 | loss: 0.0311834 | val_loss: 0.0311915 | Time: 2094.06 ms
[2022-04-12 09:59:32 main:574] : INFO : Epoch 1687 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 2094.67 ms
[2022-04-12 09:59:34 main:574] : INFO : Epoch 1688 | loss: 0.0311831 | val_loss: 0.0311911 | Time: 2092.66 ms
[2022-04-12 09:59:36 main:574] : INFO : Epoch 1689 | loss: 0.0311829 | val_loss: 0.0311948 | Time: 2103.79 ms
[2022-04-12 09:59:38 main:574] : INFO : Epoch 1690 | loss: 0.0311836 | val_loss: 0.0311906 | Time: 2059.78 ms
[2022-04-12 09:59:40 main:574] : INFO : Epoch 1691 | loss: 0.031184 | val_loss: 0.0311913 | Time: 2067.32 ms
[2022-04-12 09:59:42 main:574] : INFO : Epoch 1692 | loss: 0.0311834 | val_loss: 0.0311922 | Time: 2059.75 ms
[2022-04-12 09:59:44 main:574] : INFO : Epoch 1693 | loss: 0.0311827 | val_loss: 0.0311924 | Time: 2071.69 ms
[2022-04-12 09:59:47 main:574] : INFO : Epoch 1694 | loss: 0.031183 | val_loss: 0.0311914 | Time: 2087.91 ms
[2022-04-12 09:59:49 main:574] : INFO : Epoch 1695 | loss: 0.0311822 | val_loss: 0.0311911 | Time: 2093.45 ms
[2022-04-12 09:59:51 main:574] : INFO : Epoch 1696 | loss: 0.0311818 | val_loss: 0.0311888 | Time: 2101.17 ms
[2022-04-12 09:59:53 main:574] : INFO : Epoch 1697 | loss: 0.0311823 | val_loss: 0.0311894 | Time: 2048.26 ms
[2022-04-12 09:59:55 main:574] : INFO : Epoch 1698 | loss: 0.0311824 | val_loss: 0.0311925 | Time: 2041.09 ms
[2022-04-12 09:59:57 main:574] : INFO : Epoch 1699 | loss: 0.0311821 | val_loss: 0.0311884 | Time: 2072.97 ms
[2022-04-12 10:00:00 main:574] : INFO : Epoch 1700 | loss: 0.0311807 | val_loss: 0.0311904 | Time: 2063.15 ms
[2022-04-12 10:00:02 main:574] : INFO : Epoch 1701 | loss: 0.0311814 | val_loss: 0.0311907 | Time: 2062.31 ms
[2022-04-12 10:00:04 main:574] : INFO : Epoch 1702 | loss: 0.0311819 | val_loss: 0.0311895 | Time: 2102.13 ms
[2022-04-12 10:00:06 main:574] : INFO : Epoch 1703 | loss: 0.0311802 | val_loss: 0.0311896 | Time: 2081.57 ms
[2022-04-12 10:00:08 main:574] : INFO : Epoch 1704 | loss: 0.0311807 | val_loss: 0.0311919 | Time: 2101.78 ms
[2022-04-12 10:00:10 main:574] : INFO : Epoch 1705 | loss: 0.0311806 | val_loss: 0.0311897 | Time: 2062.68 ms
[2022-04-12 10:00:13 main:574] : INFO : Epoch 1706 | loss: 0.0311799 | val_loss: 0.0311904 | Time: 2086.97 ms
[2022-04-12 10:00:15 main:574] : INFO : Epoch 1707 | loss: 0.0311809 | val_loss: 0.0311896 | Time: 2104.32 ms
[2022-04-12 10:00:17 main:574] : INFO : Epoch 1708 | loss: 0.0311821 | val_loss: 0.0311927 | Time: 2080.95 ms
[2022-04-12 10:00:19 main:574] : INFO : Epoch 1709 | loss: 0.0311835 | val_loss: 0.0311912 | Time: 2078.92 ms
[2022-04-12 10:00:21 main:574] : INFO : Epoch 1710 | loss: 0.031182 | val_loss: 0.0311918 | Time: 2064.03 ms
[2022-04-12 10:00:23 main:574] : INFO : Epoch 1711 | loss: 0.0311814 | val_loss: 0.0311933 | Time: 2097.31 ms
[2022-04-12 10:00:25 main:574] : INFO : Epoch 1712 | loss: 0.0311821 | val_loss: 0.0311894 | Time: 2115.24 ms
[2022-04-12 10:00:28 main:574] : INFO : Epoch 1713 | loss: 0.0311802 | val_loss: 0.0311897 | Time: 2090.16 ms
[2022-04-12 10:00:30 main:574] : INFO : Epoch 1714 | loss: 0.0311802 | val_loss: 0.0311894 | Time: 2126.03 ms
[2022-04-12 10:00:32 main:574] : INFO : Epoch 1715 | loss: 0.0311802 | val_loss: 0.0311908 | Time: 2087.52 ms
[2022-04-12 10:00:34 main:574] : INFO : Epoch 1716 | loss: 0.03118 | val_loss: 0.0311923 | Time: 2099.38 ms
[2022-04-12 10:00:36 main:574] : INFO : Epoch 1717 | loss: 0.0311799 | val_loss: 0.0311894 | Time: 2082.36 ms
[2022-04-12 10:00:38 main:574] : INFO : Epoch 1718 | loss: 0.0311811 | val_loss: 0.0311908 | Time: 2096.39 ms
[2022-04-12 10:00:41 main:574] : INFO : Epoch 1719 | loss: 0.0311815 | val_loss: 0.0311928 | Time: 2115.41 ms
[2022-04-12 10:00:43 main:574] : INFO : Epoch 1720 | loss: 0.0311807 | val_loss: 0.0311905 | Time: 2092.09 ms
[2022-04-12 10:00:45 main:574] : INFO : Epoch 1721 | loss: 0.0311814 | val_loss: 0.0311913 | Time: 2061.05 ms
[2022-04-12 10:00:47 main:574] : INFO : Epoch 1722 | loss: 0.0311801 | val_loss: 0.0311916 | Time: 2070.27 ms
[2022-04-12 10:00:49 main:574] : INFO : Epoch 1723 | loss: 0.0311805 | val_loss: 0.0311905 | Time: 2086.75 ms
[2022-04-12 10:00:51 main:574] : INFO : Epoch 1724 | loss: 0.0311812 | val_loss: 0.0311901 | Time: 2103.46 ms
[2022-04-12 10:00:53 main:574] : INFO : Epoch 1725 | loss: 0.0311805 | val_loss: 0.0311938 | Time: 2109.47 ms
[2022-04-12 10:00:56 main:574] : INFO : Epoch 1726 | loss: 0.0311814 | val_loss: 0.0311903 | Time: 2115.71 ms
[2022-04-12 10:00:58 main:574] : INFO : Epoch 1727 | loss: 0.0311808 | val_loss: 0.0311904 | Time: 2098.25 ms
[2022-04-12 10:01:00 main:574] : INFO : Epoch 1728 | loss: 0.0311814 | val_loss: 0.0311891 | Time: 2112.86 ms
[2022-04-12 10:01:02 main:574] : INFO : Epoch 1729 | loss: 0.0311803 | val_loss: 0.0311899 | Time: 2093.45 ms
[2022-04-12 10:01:04 main:574] : INFO : Epoch 1730 | loss: 0.0311795 | val_loss: 0.03119 | Time: 2128.8 ms
[2022-04-12 10:01:07 main:574] : INFO : Epoch 1731 | loss: 0.031179 | val_loss: 0.0311899 | Time: 2116.94 ms
[2022-04-12 10:01:09 main:574] : INFO : Epoch 1732 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 2065.43 ms
[2022-04-12 10:01:11 main:574] : INFO : Epoch 1733 | loss: 0.031179 | val_loss: 0.0311899 | Time: 2114.41 ms
[2022-04-12 10:01:13 main:574] : INFO : Epoch 1734 | loss: 0.031179 | val_loss: 0.0311894 | Time: 2075.83 ms
[2022-04-12 10:01:15 main:574] : INFO : Epoch 1735 | loss: 0.0311781 | val_loss: 0.0311874 | Time: 2093.39 ms
[2022-04-12 10:01:17 main:574] : INFO : Epoch 1736 | loss: 0.0311782 | val_loss: 0.0311882 | Time: 2074.01 ms
[2022-04-12 10:01:19 main:574] : INFO : Epoch 1737 | loss: 0.0311814 | val_loss: 0.0311918 | Time: 2076.82 ms
[2022-04-12 10:01:22 main:574] : INFO : Epoch 1738 | loss: 0.031181 | val_loss: 0.0311964 | Time: 2090.08 ms
[2022-04-12 10:01:24 main:574] : INFO : Epoch 1739 | loss: 0.0311803 | val_loss: 0.0311903 | Time: 2065.12 ms
[2022-04-12 10:01:26 main:574] : INFO : Epoch 1740 | loss: 0.0311792 | val_loss: 0.0311905 | Time: 2059.83 ms
[2022-04-12 10:01:28 main:574] : INFO : Epoch 1741 | loss: 0.0311787 | val_loss: 0.0311921 | Time: 2055.03 ms
[2022-04-12 10:01:30 main:574] : INFO : Epoch 1742 | loss: 0.0311791 | val_loss: 0.0311904 | Time: 2067.34 ms
[2022-04-12 10:01:32 main:574] : INFO : Epoch 1743 | loss: 0.0311821 | val_loss: 0.031195 | Time: 2072.75 ms
[2022-04-12 10:01:34 main:574] : INFO : Epoch 1744 | loss: 0.0311788 | val_loss: 0.0311894 | Time: 2099.47 ms
[2022-04-12 10:01:37 main:574] : INFO : Epoch 1745 | loss: 0.0311787 | val_loss: 0.0311892 | Time: 2084.16 ms
[2022-04-12 10:01:39 main:574] : INFO : Epoch 1746 | loss: 0.0311801 | val_loss: 0.031188 | Time: 2085.7 ms
[2022-04-12 10:01:41 main:574] : INFO : Epoch 1747 | loss: 0.0311787 | val_loss: 0.0311886 | Time: 2086.13 ms
[2022-04-12 10:01:43 main:574] : INFO : Epoch 1748 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 2067.55 ms
[2022-04-12 10:01:45 main:574] : INFO : Epoch 1749 | loss: 0.0311779 | val_loss: 0.0311883 | Time: 2126.96 ms
[2022-04-12 10:01:47 main:574] : INFO : Epoch 1750 | loss: 0.0311801 | val_loss: 0.0311889 | Time: 2085.71 ms
[2022-04-12 10:01:50 main:574] : INFO : Epoch 1751 | loss: 0.0311836 | val_loss: 0.0311863 | Time: 2061.58 ms
[2022-04-12 10:01:52 main:574] : INFO : Epoch 1752 | loss: 0.0311813 | val_loss: 0.0311871 | Time: 2089.9 ms
[2022-04-12 10:01:54 main:574] : INFO : Epoch 1753 | loss: 0.0311812 | val_loss: 0.0311878 | Time: 2094.8 ms
[2022-04-12 10:01:56 main:574] : INFO : Epoch 1754 | loss: 0.0311818 | val_loss: 0.0311876 | Time: 2073.05 ms
[2022-04-12 10:01:58 main:574] : INFO : Epoch 1755 | loss: 0.03118 | val_loss: 0.0311895 | Time: 2107.53 ms
[2022-04-12 10:02:00 main:574] : INFO : Epoch 1756 | loss: 0.0311819 | val_loss: 0.0312024 | Time: 2136.5 ms
[2022-04-12 10:02:03 main:574] : INFO : Epoch 1757 | loss: 0.0311859 | val_loss: 0.0311936 | Time: 2113.56 ms
[2022-04-12 10:02:05 main:574] : INFO : Epoch 1758 | loss: 0.0311818 | val_loss: 0.0311903 | Time: 2097.9 ms
[2022-04-12 10:02:07 main:574] : INFO : Epoch 1759 | loss: 0.0311811 | val_loss: 0.0311912 | Time: 2059.71 ms
[2022-04-12 10:02:09 main:574] : INFO : Epoch 1760 | loss: 0.0311799 | val_loss: 0.0311883 | Time: 2122.87 ms
[2022-04-12 10:02:11 main:574] : INFO : Epoch 1761 | loss: 0.031178 | val_loss: 0.0311886 | Time: 2093.86 ms
[2022-04-12 10:02:13 main:574] : INFO : Epoch 1762 | loss: 0.0311773 | val_loss: 0.0311886 | Time: 2091.79 ms
[2022-04-12 10:02:16 main:574] : INFO : Epoch 1763 | loss: 0.031178 | val_loss: 0.0311906 | Time: 2109.02 ms
[2022-04-12 10:02:18 main:574] : INFO : Epoch 1764 | loss: 0.0311792 | val_loss: 0.0311887 | Time: 2103.44 ms
[2022-04-12 10:02:20 main:574] : INFO : Epoch 1765 | loss: 0.0311774 | val_loss: 0.0311914 | Time: 2121.65 ms
[2022-04-12 10:02:22 main:574] : INFO : Epoch 1766 | loss: 0.0311777 | val_loss: 0.0311898 | Time: 2112.16 ms
[2022-04-12 10:02:24 main:574] : INFO : Epoch 1767 | loss: 0.0311779 | val_loss: 0.0311895 | Time: 2091.84 ms
[2022-04-12 10:02:27 main:574] : INFO : Epoch 1768 | loss: 0.0311806 | val_loss: 0.0311911 | Time: 2106.91 ms
[2022-04-12 10:02:29 main:574] : INFO : Epoch 1769 | loss: 0.0311819 | val_loss: 0.0311877 | Time: 2098.77 ms
[2022-04-12 10:02:31 main:574] : INFO : Epoch 1770 | loss: 0.0311802 | val_loss: 0.0311889 | Time: 2096.82 ms
[2022-04-12 10:02:33 main:574] : INFO : Epoch 1771 | loss: 0.0311818 | val_loss: 0.0311882 | Time: 2116.51 ms
[2022-04-12 10:02:35 main:574] : INFO : Epoch 1772 | loss: 0.0311833 | val_loss: 0.0311896 | Time: 2141.39 ms
[2022-04-12 10:02:38 main:574] : INFO : Epoch 1773 | loss: 0.0311836 | val_loss: 0.0311896 | Time: 2090.29 ms
[2022-04-12 10:02:40 main:574] : INFO : Epoch 1774 | loss: 0.0311848 | val_loss: 0.0311872 | Time: 2095.05 ms
[2022-04-12 10:02:42 main:574] : INFO : Epoch 1775 | loss: 0.0311846 | val_loss: 0.0311872 | Time: 2078.2 ms
[2022-04-12 10:02:44 main:574] : INFO : Epoch 1776 | loss: 0.0311833 | val_loss: 0.0311868 | Time: 2081.79 ms
[2022-04-12 10:02:46 main:574] : INFO : Epoch 1777 | loss: 0.0311867 | val_loss: 0.0311874 | Time: 2051.11 ms
[2022-04-12 10:02:48 main:574] : INFO : Epoch 1778 | loss: 0.0311838 | val_loss: 0.031188 | Time: 2061.59 ms
[2022-04-12 10:02:50 main:574] : INFO : Epoch 1779 | loss: 0.0311886 | val_loss: 0.0311904 | Time: 2065.4 ms
[2022-04-12 10:02:53 main:574] : INFO : Epoch 1780 | loss: 0.0311869 | val_loss: 0.031186 | Time: 2088.06 ms
[2022-04-12 10:02:55 main:574] : INFO : Epoch 1781 | loss: 0.0311847 | val_loss: 0.031186 | Time: 2068.37 ms
[2022-04-12 10:02:57 main:574] : INFO : Epoch 1782 | loss: 0.0311826 | val_loss: 0.0311857 | Time: 2107.9 ms
[2022-04-12 10:02:59 main:574] : INFO : Epoch 1783 | loss: 0.0311825 | val_loss: 0.0311861 | Time: 2109.53 ms
[2022-04-12 10:03:01 main:574] : INFO : Epoch 1784 | loss: 0.0311832 | val_loss: 0.031187 | Time: 2085.7 ms
[2022-04-12 10:03:03 main:574] : INFO : Epoch 1785 | loss: 0.0311829 | val_loss: 0.0311856 | Time: 2085.52 ms
[2022-04-12 10:03:05 main:574] : INFO : Epoch 1786 | loss: 0.0311803 | val_loss: 0.0311857 | Time: 2049.35 ms
[2022-04-12 10:03:07 main:574] : INFO : Epoch 1787 | loss: 0.0311808 | val_loss: 0.031187 | Time: 2059.59 ms
[2022-04-12 10:03:10 main:574] : INFO : Epoch 1788 | loss: 0.0311797 | val_loss: 0.0311872 | Time: 2053.21 ms
[2022-04-12 10:03:12 main:574] : INFO : Epoch 1789 | loss: 0.0311796 | val_loss: 0.0311873 | Time: 2055.41 ms
[2022-04-12 10:03:14 main:574] : INFO : Epoch 1790 | loss: 0.031179 | val_loss: 0.0311884 | Time: 2057.73 ms
[2022-04-12 10:03:16 main:574] : INFO : Epoch 1791 | loss: 0.031179 | val_loss: 0.0311884 | Time: 2051.78 ms
[2022-04-12 10:03:18 main:574] : INFO : Epoch 1792 | loss: 0.0311781 | val_loss: 0.0311858 | Time: 2048.24 ms
[2022-04-12 10:03:20 main:574] : INFO : Epoch 1793 | loss: 0.0311787 | val_loss: 0.0311852 | Time: 2088.64 ms
[2022-04-12 10:03:22 main:574] : INFO : Epoch 1794 | loss: 0.0311771 | val_loss: 0.0311856 | Time: 2100.86 ms
[2022-04-12 10:03:24 main:574] : INFO : Epoch 1795 | loss: 0.0311773 | val_loss: 0.0311862 | Time: 2081.17 ms
[2022-04-12 10:03:26 main:574] : INFO : Epoch 1796 | loss: 0.0311771 | val_loss: 0.0311857 | Time: 2030.45 ms
[2022-04-12 10:03:29 main:574] : INFO : Epoch 1797 | loss: 0.031177 | val_loss: 0.0311857 | Time: 2058.88 ms
[2022-04-12 10:03:31 main:574] : INFO : Epoch 1798 | loss: 0.0311766 | val_loss: 0.0311869 | Time: 2068.48 ms
[2022-04-12 10:03:33 main:574] : INFO : Epoch 1799 | loss: 0.0311764 | val_loss: 0.031188 | Time: 2060.29 ms
[2022-04-12 10:03:35 main:574] : INFO : Epoch 1800 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 2091.25 ms
[2022-04-12 10:03:37 main:574] : INFO : Epoch 1801 | loss: 0.0311779 | val_loss: 0.0311882 | Time: 2097.58 ms
[2022-04-12 10:03:39 main:574] : INFO : Epoch 1802 | loss: 0.0311775 | val_loss: 0.0311835 | Time: 2101.05 ms
[2022-04-12 10:03:41 main:574] : INFO : Epoch 1803 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 2070.44 ms
[2022-04-12 10:03:43 main:574] : INFO : Epoch 1804 | loss: 0.0311802 | val_loss: 0.031187 | Time: 2092.72 ms
[2022-04-12 10:03:46 main:574] : INFO : Epoch 1805 | loss: 0.0311785 | val_loss: 0.0311876 | Time: 2056.78 ms
[2022-04-12 10:03:48 main:574] : INFO : Epoch 1806 | loss: 0.0311775 | val_loss: 0.0311891 | Time: 2051.26 ms
[2022-04-12 10:03:50 main:574] : INFO : Epoch 1807 | loss: 0.0311772 | val_loss: 0.0311878 | Time: 2030.99 ms
[2022-04-12 10:03:52 main:574] : INFO : Epoch 1808 | loss: 0.031177 | val_loss: 0.0311856 | Time: 2068.4 ms
[2022-04-12 10:03:54 main:574] : INFO : Epoch 1809 | loss: 0.0311791 | val_loss: 0.0311848 | Time: 2055.48 ms
[2022-04-12 10:03:56 main:574] : INFO : Epoch 1810 | loss: 0.0311769 | val_loss: 0.0311852 | Time: 2076.25 ms
[2022-04-12 10:03:58 main:574] : INFO : Epoch 1811 | loss: 0.0311764 | val_loss: 0.0311885 | Time: 2073.38 ms
[2022-04-12 10:04:00 main:574] : INFO : Epoch 1812 | loss: 0.0311806 | val_loss: 0.0311877 | Time: 2052.31 ms
[2022-04-12 10:04:02 main:574] : INFO : Epoch 1813 | loss: 0.0311808 | val_loss: 0.0311873 | Time: 2095.49 ms
[2022-04-12 10:04:05 main:574] : INFO : Epoch 1814 | loss: 0.0311784 | val_loss: 0.0311867 | Time: 2073.34 ms
[2022-04-12 10:04:07 main:574] : INFO : Epoch 1815 | loss: 0.0311788 | val_loss: 0.0311867 | Time: 2091.51 ms
[2022-04-12 10:04:09 main:574] : INFO : Epoch 1816 | loss: 0.0311785 | val_loss: 0.0311862 | Time: 2071.13 ms
[2022-04-12 10:04:11 main:574] : INFO : Epoch 1817 | loss: 0.0311768 | val_loss: 0.031186 | Time: 2053.86 ms
[2022-04-12 10:04:13 main:574] : INFO : Epoch 1818 | loss: 0.031176 | val_loss: 0.0311891 | Time: 2082.92 ms
[2022-04-12 10:04:15 main:574] : INFO : Epoch 1819 | loss: 0.0311754 | val_loss: 0.031186 | Time: 2130.09 ms
[2022-04-12 10:04:17 main:574] : INFO : Epoch 1820 | loss: 0.0311756 | val_loss: 0.0311871 | Time: 2128.21 ms
[2022-04-12 10:04:20 main:574] : INFO : Epoch 1821 | loss: 0.0311747 | val_loss: 0.0311864 | Time: 2068.52 ms
[2022-04-12 10:04:22 main:574] : INFO : Epoch 1822 | loss: 0.031174 | val_loss: 0.0311868 | Time: 2083.16 ms
[2022-04-12 10:04:24 main:574] : INFO : Epoch 1823 | loss: 0.0311735 | val_loss: 0.0311866 | Time: 2099.13 ms
[2022-04-12 10:04:26 main:574] : INFO : Epoch 1824 | loss: 0.0311741 | val_loss: 0.0311898 | Time: 2118.44 ms
[2022-04-12 10:04:28 main:574] : INFO : Epoch 1825 | loss: 0.0311754 | val_loss: 0.0311889 | Time: 2091.77 ms
[2022-04-12 10:04:31 main:574] : INFO : Epoch 1826 | loss: 0.0311731 | val_loss: 0.0311852 | Time: 2136.9 ms
[2022-04-12 10:04:33 main:574] : INFO : Epoch 1827 | loss: 0.0311734 | val_loss: 0.0311875 | Time: 2085.82 ms
[2022-04-12 10:04:35 main:574] : INFO : Epoch 1828 | loss: 0.0311722 | val_loss: 0.0311882 | Time: 2087.12 ms
[2022-04-12 10:04:37 main:574] : INFO : Epoch 1829 | loss: 0.031174 | val_loss: 0.0311893 | Time: 2082.28 ms
[2022-04-12 10:04:39 main:574] : INFO : Epoch 1830 | loss: 0.0311745 | val_loss: 0.0311858 | Time: 2082.97 ms
[2022-04-12 10:04:41 main:574] : INFO : Epoch 1831 | loss: 0.0311727 | val_loss: 0.0311869 | Time: 2080.54 ms
[2022-04-12 10:04:43 main:574] : INFO : Epoch 1832 | loss: 0.0311755 | val_loss: 0.0311877 | Time: 2094.87 ms
[2022-04-12 10:04:45 main:574] : INFO : Epoch 1833 | loss: 0.0311744 | val_loss: 0.0311883 | Time: 2086.66 ms
[2022-04-12 10:04:48 main:574] : INFO : Epoch 1834 | loss: 0.0311738 | val_loss: 0.0311897 | Time: 2095.63 ms
[2022-04-12 10:04:50 main:574] : INFO : Epoch 1835 | loss: 0.0311736 | val_loss: 0.0311858 | Time: 2082.89 ms
[2022-04-12 10:04:52 main:574] : INFO : Epoch 1836 | loss: 0.0311735 | val_loss: 0.0311881 | Time: 2075.53 ms
[2022-04-12 10:04:54 main:574] : INFO : Epoch 1837 | loss: 0.0311725 | val_loss: 0.0311885 | Time: 2080.69 ms
[2022-04-12 10:04:56 main:574] : INFO : Epoch 1838 | loss: 0.0311722 | val_loss: 0.0311879 | Time: 2076.6 ms
[2022-04-12 10:04:58 main:574] : INFO : Epoch 1839 | loss: 0.0311709 | val_loss: 0.0311898 | Time: 2087.67 ms
[2022-04-12 10:05:00 main:574] : INFO : Epoch 1840 | loss: 0.0311721 | val_loss: 0.0311868 | Time: 2108.24 ms
[2022-04-12 10:05:03 main:574] : INFO : Epoch 1841 | loss: 0.0311817 | val_loss: 0.0311857 | Time: 2079.4 ms
[2022-04-12 10:05:05 main:574] : INFO : Epoch 1842 | loss: 0.0311826 | val_loss: 0.0311852 | Time: 2068.03 ms
[2022-04-12 10:05:07 main:574] : INFO : Epoch 1843 | loss: 0.0311798 | val_loss: 0.0311847 | Time: 2061.64 ms
[2022-04-12 10:05:09 main:574] : INFO : Epoch 1844 | loss: 0.0311753 | val_loss: 0.0311845 | Time: 2070.73 ms
[2022-04-12 10:05:11 main:574] : INFO : Epoch 1845 | loss: 0.0311751 | val_loss: 0.0311853 | Time: 2073.04 ms
[2022-04-12 10:05:13 main:574] : INFO : Epoch 1846 | loss: 0.0311744 | val_loss: 0.0311835 | Time: 2023.06 ms
[2022-04-12 10:05:15 main:574] : INFO : Epoch 1847 | loss: 0.0311731 | val_loss: 0.0311843 | Time: 2053.55 ms
[2022-04-12 10:05:17 main:574] : INFO : Epoch 1848 | loss: 0.0311746 | val_loss: 0.0311881 | Time: 2054.68 ms
[2022-04-12 10:05:19 main:574] : INFO : Epoch 1849 | loss: 0.0311774 | val_loss: 0.0311888 | Time: 2023.03 ms
[2022-04-12 10:05:21 main:574] : INFO : Epoch 1850 | loss: 0.031183 | val_loss: 0.0311892 | Time: 2056.17 ms
[2022-04-12 10:05:24 main:574] : INFO : Epoch 1851 | loss: 0.03118 | val_loss: 0.031186 | Time: 2044.56 ms
[2022-04-12 10:05:26 main:574] : INFO : Epoch 1852 | loss: 0.0311798 | val_loss: 0.031185 | Time: 2084.97 ms
[2022-04-12 10:05:28 main:574] : INFO : Epoch 1853 | loss: 0.031177 | val_loss: 0.0311851 | Time: 2032.43 ms
[2022-04-12 10:05:30 main:574] : INFO : Epoch 1854 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 2080.14 ms
[2022-04-12 10:05:32 main:574] : INFO : Epoch 1855 | loss: 0.0311759 | val_loss: 0.0311843 | Time: 2066.52 ms
[2022-04-12 10:05:34 main:574] : INFO : Epoch 1856 | loss: 0.0311746 | val_loss: 0.0311849 | Time: 2058.42 ms
[2022-04-12 10:05:36 main:574] : INFO : Epoch 1857 | loss: 0.0311732 | val_loss: 0.031184 | Time: 2056.22 ms
[2022-04-12 10:05:38 main:574] : INFO : Epoch 1858 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 2080.75 ms
[2022-04-12 10:05:41 main:574] : INFO : Epoch 1859 | loss: 0.0311736 | val_loss: 0.031184 | Time: 2100.39 ms
[2022-04-12 10:05:43 main:574] : INFO : Epoch 1860 | loss: 0.0311732 | val_loss: 0.0311841 | Time: 2042.64 ms
[2022-04-12 10:05:45 main:574] : INFO : Epoch 1861 | loss: 0.0311734 | val_loss: 0.0311864 | Time: 2058.36 ms
[2022-04-12 10:05:47 main:574] : INFO : Epoch 1862 | loss: 0.0311744 | val_loss: 0.0311849 | Time: 2028.69 ms
[2022-04-12 10:05:49 main:574] : INFO : Epoch 1863 | loss: 0.0311752 | val_loss: 0.0311967 | Time: 2061.25 ms
[2022-04-12 10:05:51 main:574] : INFO : Epoch 1864 | loss: 0.0311751 | val_loss: 0.0311857 | Time: 2048.98 ms
[2022-04-12 10:05:53 main:574] : INFO : Epoch 1865 | loss: 0.0311757 | val_loss: 0.0311848 | Time: 2051.12 ms
[2022-04-12 10:05:55 main:574] : INFO : Epoch 1866 | loss: 0.0311726 | val_loss: 0.031185 | Time: 2040.39 ms
[2022-04-12 10:05:57 main:574] : INFO : Epoch 1867 | loss: 0.031174 | val_loss: 0.0311866 | Time: 2020.74 ms
[2022-04-12 10:05:59 main:574] : INFO : Epoch 1868 | loss: 0.0311721 | val_loss: 0.0311886 | Time: 2022.27 ms
[2022-04-12 10:06:01 main:574] : INFO : Epoch 1869 | loss: 0.0311741 | val_loss: 0.0311854 | Time: 2084.1 ms
[2022-04-12 10:06:04 main:574] : INFO : Epoch 1870 | loss: 0.0311726 | val_loss: 0.0311858 | Time: 2110.37 ms
[2022-04-12 10:06:06 main:574] : INFO : Epoch 1871 | loss: 0.0311716 | val_loss: 0.0311849 | Time: 2062.98 ms
[2022-04-12 10:06:08 main:574] : INFO : Epoch 1872 | loss: 0.0311715 | val_loss: 0.0311848 | Time: 2016.67 ms
[2022-04-12 10:06:10 main:574] : INFO : Epoch 1873 | loss: 0.0311711 | val_loss: 0.0311886 | Time: 2039.6 ms
[2022-04-12 10:06:12 main:574] : INFO : Epoch 1874 | loss: 0.0311708 | val_loss: 0.0311857 | Time: 2090.96 ms
[2022-04-12 10:06:14 main:574] : INFO : Epoch 1875 | loss: 0.0311714 | val_loss: 0.0311892 | Time: 2082.44 ms
[2022-04-12 10:06:16 main:574] : INFO : Epoch 1876 | loss: 0.0311719 | val_loss: 0.0311871 | Time: 2038.26 ms
[2022-04-12 10:06:19 main:574] : INFO : Epoch 1877 | loss: 0.0311699 | val_loss: 0.0311851 | Time: 2051.25 ms
[2022-04-12 10:06:21 main:574] : INFO : Epoch 1878 | loss: 0.0311693 | val_loss: 0.0311854 | Time: 2034.79 ms
[2022-04-12 10:06:23 main:574] : INFO : Epoch 1879 | loss: 0.0311729 | val_loss: 0.0311859 | Time: 2036.15 ms
[2022-04-12 10:06:25 main:574] : INFO : Epoch 1880 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 2038.36 ms
[2022-04-12 10:06:27 main:574] : INFO : Epoch 1881 | loss: 0.0311732 | val_loss: 0.0311861 | Time: 2023.31 ms
[2022-04-12 10:06:29 main:574] : INFO : Epoch 1882 | loss: 0.0311719 | val_loss: 0.0311859 | Time: 2067.02 ms
[2022-04-12 10:06:31 main:574] : INFO : Epoch 1883 | loss: 0.0311722 | val_loss: 0.0311852 | Time: 2085.12 ms
[2022-04-12 10:06:33 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311849 | Time: 2053.75 ms
[2022-04-12 10:06:36 main:574] : INFO : Epoch 1885 | loss: 0.0311707 | val_loss: 0.0311866 | Time: 2076.8 ms
[2022-04-12 10:06:38 main:574] : INFO : Epoch 1886 | loss: 0.0311699 | val_loss: 0.0311867 | Time: 2083.02 ms
[2022-04-12 10:06:40 main:574] : INFO : Epoch 1887 | loss: 0.0311701 | val_loss: 0.0311865 | Time: 2091.55 ms
[2022-04-12 10:06:42 main:574] : INFO : Epoch 1888 | loss: 0.0311682 | val_loss: 0.0311872 | Time: 2092.82 ms
[2022-04-12 10:06:44 main:574] : INFO : Epoch 1889 | loss: 0.0311685 | val_loss: 0.0311868 | Time: 2073.23 ms
[2022-04-12 10:06:46 main:574] : INFO : Epoch 1890 | loss: 0.0311686 | val_loss: 0.0311872 | Time: 2018.88 ms
[2022-04-12 10:06:48 main:574] : INFO : Epoch 1891 | loss: 0.0311698 | val_loss: 0.031186 | Time: 2075.57 ms
[2022-04-12 10:06:50 main:574] : INFO : Epoch 1892 | loss: 0.0311705 | val_loss: 0.0311886 | Time: 2044.5 ms
[2022-04-12 10:06:52 main:574] : INFO : Epoch 1893 | loss: 0.0311687 | val_loss: 0.0311869 | Time: 2066.83 ms
[2022-04-12 10:06:55 main:574] : INFO : Epoch 1894 | loss: 0.0311701 | val_loss: 0.0311843 | Time: 2050.48 ms
[2022-04-12 10:06:57 main:574] : INFO : Epoch 1895 | loss: 0.0311706 | val_loss: 0.0311858 | Time: 2079.76 ms
[2022-04-12 10:06:59 main:574] : INFO : Epoch 1896 | loss: 0.0311733 | val_loss: 0.0311877 | Time: 2027.26 ms
[2022-04-12 10:07:01 main:574] : INFO : Epoch 1897 | loss: 0.0311727 | val_loss: 0.0311868 | Time: 2096.74 ms
[2022-04-12 10:07:03 main:574] : INFO : Epoch 1898 | loss: 0.0311731 | val_loss: 0.0311846 | Time: 2078.35 ms
[2022-04-12 10:07:05 main:574] : INFO : Epoch 1899 | loss: 0.0311721 | val_loss: 0.0311856 | Time: 2081.93 ms
[2022-04-12 10:07:07 main:574] : INFO : Epoch 1900 | loss: 0.0311727 | val_loss: 0.0311844 | Time: 2083.46 ms
[2022-04-12 10:07:09 main:574] : INFO : Epoch 1901 | loss: 0.0311713 | val_loss: 0.0311853 | Time: 2128.11 ms
[2022-04-12 10:07:12 main:574] : INFO : Epoch 1902 | loss: 0.0311704 | val_loss: 0.0311881 | Time: 2080.88 ms
[2022-04-12 10:07:14 main:574] : INFO : Epoch 1903 | loss: 0.031171 | val_loss: 0.031187 | Time: 2097.22 ms
[2022-04-12 10:07:16 main:574] : INFO : Epoch 1904 | loss: 0.0311679 | val_loss: 0.0311896 | Time: 2060.84 ms
[2022-04-12 10:07:18 main:574] : INFO : Epoch 1905 | loss: 0.0311707 | val_loss: 0.0311853 | Time: 2069.55 ms
[2022-04-12 10:07:20 main:574] : INFO : Epoch 1906 | loss: 0.0311688 | val_loss: 0.0311873 | Time: 2050.16 ms
[2022-04-12 10:07:22 main:574] : INFO : Epoch 1907 | loss: 0.0311687 | val_loss: 0.0311859 | Time: 2052.96 ms
[2022-04-12 10:07:24 main:574] : INFO : Epoch 1908 | loss: 0.0311669 | val_loss: 0.0311847 | Time: 2066.59 ms
[2022-04-12 10:07:26 main:574] : INFO : Epoch 1909 | loss: 0.0311684 | val_loss: 0.0311894 | Time: 2070.95 ms
[2022-04-12 10:07:28 main:574] : INFO : Epoch 1910 | loss: 0.0311695 | val_loss: 0.0311846 | Time: 2055.07 ms
[2022-04-12 10:07:31 main:574] : INFO : Epoch 1911 | loss: 0.0311692 | val_loss: 0.0311897 | Time: 2043.44 ms
[2022-04-12 10:07:33 main:574] : INFO : Epoch 1912 | loss: 0.0311699 | val_loss: 0.0311869 | Time: 2052.2 ms
[2022-04-12 10:07:35 main:574] : INFO : Epoch 1913 | loss: 0.0311707 | val_loss: 0.0311851 | Time: 2024.73 ms
[2022-04-12 10:07:37 main:574] : INFO : Epoch 1914 | loss: 0.0311721 | val_loss: 0.0311884 | Time: 2062.45 ms
[2022-04-12 10:07:39 main:574] : INFO : Epoch 1915 | loss: 0.031176 | val_loss: 0.031189 | Time: 2066.2 ms
[2022-04-12 10:07:41 main:574] : INFO : Epoch 1916 | loss: 0.0311735 | val_loss: 0.0311879 | Time: 2057.07 ms
[2022-04-12 10:07:43 main:574] : INFO : Epoch 1917 | loss: 0.031175 | val_loss: 0.0311868 | Time: 2052.31 ms
[2022-04-12 10:07:45 main:574] : INFO : Epoch 1918 | loss: 0.0311748 | val_loss: 0.0311852 | Time: 2008.78 ms
[2022-04-12 10:07:47 main:574] : INFO : Epoch 1919 | loss: 0.0311715 | val_loss: 0.0311855 | Time: 2053.99 ms
[2022-04-12 10:07:49 main:574] : INFO : Epoch 1920 | loss: 0.0311752 | val_loss: 0.0311878 | Time: 2070.09 ms
[2022-04-12 10:07:52 main:574] : INFO : Epoch 1921 | loss: 0.0311752 | val_loss: 0.0311851 | Time: 2082.08 ms
[2022-04-12 10:07:54 main:574] : INFO : Epoch 1922 | loss: 0.0311742 | val_loss: 0.0311902 | Time: 2089.84 ms
[2022-04-12 10:07:56 main:574] : INFO : Epoch 1923 | loss: 0.0311727 | val_loss: 0.031183 | Time: 2059.79 ms
[2022-04-12 10:07:58 main:574] : INFO : Epoch 1924 | loss: 0.0311728 | val_loss: 0.0311919 | Time: 2046.38 ms
[2022-04-12 10:08:00 main:574] : INFO : Epoch 1925 | loss: 0.0311775 | val_loss: 0.0311882 | Time: 2116.07 ms
[2022-04-12 10:08:02 main:574] : INFO : Epoch 1926 | loss: 0.0311749 | val_loss: 0.0311865 | Time: 2032.06 ms
[2022-04-12 10:08:04 main:574] : INFO : Epoch 1927 | loss: 0.0311745 | val_loss: 0.0311875 | Time: 2056.39 ms
[2022-04-12 10:08:06 main:574] : INFO : Epoch 1928 | loss: 0.0311725 | val_loss: 0.0311879 | Time: 2080.2 ms
[2022-04-12 10:08:09 main:574] : INFO : Epoch 1929 | loss: 0.0311734 | val_loss: 0.0311859 | Time: 2049.18 ms
[2022-04-12 10:08:11 main:574] : INFO : Epoch 1930 | loss: 0.0313288 | val_loss: 0.0313241 | Time: 2030.5 ms
[2022-04-12 10:08:13 main:574] : INFO : Epoch 1931 | loss: 0.0313099 | val_loss: 0.0312695 | Time: 2040.69 ms
[2022-04-12 10:08:15 main:574] : INFO : Epoch 1932 | loss: 0.0312579 | val_loss: 0.0312576 | Time: 2044.84 ms
[2022-04-12 10:08:17 main:574] : INFO : Epoch 1933 | loss: 0.0312516 | val_loss: 0.0312482 | Time: 2025.32 ms
[2022-04-12 10:08:19 main:574] : INFO : Epoch 1934 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2066.87 ms
[2022-04-12 10:08:21 main:574] : INFO : Epoch 1935 | loss: 0.031248 | val_loss: 0.0312472 | Time: 2104.04 ms
[2022-04-12 10:08:23 main:574] : INFO : Epoch 1936 | loss: 0.0312471 | val_loss: 0.0312505 | Time: 2064.01 ms
[2022-04-12 10:08:25 main:574] : INFO : Epoch 1937 | loss: 0.0312523 | val_loss: 0.0312509 | Time: 2090.19 ms
[2022-04-12 10:08:28 main:574] : INFO : Epoch 1938 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2075.49 ms
[2022-04-12 10:08:30 main:574] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2075.63 ms
[2022-04-12 10:08:32 main:574] : INFO : Epoch 1940 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2116.67 ms
[2022-04-12 10:08:34 main:574] : INFO : Epoch 1941 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2098.16 ms
[2022-04-12 10:08:36 main:574] : INFO : Epoch 1942 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2088.1 ms
[2022-04-12 10:08:38 main:574] : INFO : Epoch 1943 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2084.85 ms
[2022-04-12 10:08:40 main:574] : INFO : Epoch 1944 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2089.26 ms
[2022-04-12 10:08:42 main:574] : INFO : Epoch 1945 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2062.39 ms
[2022-04-12 10:08:45 main:574] : INFO : Epoch 1946 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2075.27 ms
[2022-04-12 10:08:47 main:574] : INFO : Epoch 1947 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 2115.78 ms
[2022-04-12 10:08:49 main:574] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2066.07 ms
[2022-04-12 10:08:51 main:574] : INFO : Epoch 1949 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2065.35 ms
[2022-04-12 10:08:53 main:574] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2017.11 ms
[2022-04-12 10:08:55 main:574] : INFO : Epoch 1951 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2074.7 ms
[2022-04-12 10:08:57 main:574] : INFO : Epoch 1952 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 2081.31 ms
[2022-04-12 10:08:59 main:574] : INFO : Epoch 1953 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 2044.83 ms
[2022-04-12 10:09:02 main:574] : INFO : Epoch 1954 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2025.77 ms
[2022-04-12 10:09:04 main:574] : INFO : Epoch 1955 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 2081.16 ms
[2022-04-12 10:09:06 main:574] : INFO : Epoch 1956 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2057.76 ms
[2022-04-12 10:09:08 main:574] : INFO : Epoch 1957 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2058.29 ms
[2022-04-12 10:09:10 main:574] : INFO : Epoch 1958 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2026.64 ms
[2022-04-12 10:09:12 main:574] : INFO : Epoch 1959 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2032.31 ms
[2022-04-12 10:09:14 main:574] : INFO : Epoch 1960 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2073.75 ms
[2022-04-12 10:09:16 main:574] : INFO : Epoch 1961 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2035.26 ms
[2022-04-12 10:09:18 main:574] : INFO : Epoch 1962 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2035.14 ms
[2022-04-12 10:09:21 main:574] : INFO : Epoch 1963 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2080.26 ms
[2022-04-12 10:09:23 main:574] : INFO : Epoch 1964 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 2064.24 ms
[2022-04-12 10:09:25 main:574] : INFO : Epoch 1965 | loss: 0.031251 | val_loss: 0.0312496 | Time: 2043.24 ms
[2022-04-12 10:09:27 main:574] : INFO : Epoch 1966 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2040.66 ms
[2022-04-12 10:09:29 main:574] : INFO : Epoch 1967 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2061.79 ms
[2022-04-12 10:09:31 main:574] : INFO : Epoch 1968 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2048.85 ms
[2022-04-12 10:09:33 main:574] : INFO : Epoch 1969 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2023.76 ms
[2022-04-12 10:09:35 main:574] : INFO : Epoch 1970 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2041.42 ms
[2022-04-12 10:09:37 main:574] : INFO : Epoch 1971 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2072 ms
[2022-04-12 10:09:40 main:574] : INFO : Epoch 1972 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2064.4 ms
[2022-04-12 10:09:42 main:574] : INFO : Epoch 1973 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2058.05 ms
[2022-04-12 10:09:44 main:574] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1994.83 ms
[2022-04-12 10:09:46 main:574] : INFO : Epoch 1975 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 2097.85 ms
[2022-04-12 10:09:48 main:574] : INFO : Epoch 1976 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2064.4 ms
[2022-04-12 10:09:50 main:574] : INFO : Epoch 1977 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2085.65 ms
[2022-04-12 10:09:52 main:574] : INFO : Epoch 1978 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 2072.66 ms
[2022-04-12 10:09:54 main:574] : INFO : Epoch 1979 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2030.64 ms
[2022-04-12 10:09:56 main:574] : INFO : Epoch 1980 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 2054.56 ms
[2022-04-12 10:09:59 main:574] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2065.96 ms
[2022-04-12 10:10:01 main:574] : INFO : Epoch 1982 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2137.06 ms
[2022-04-12 10:10:03 main:574] : INFO : Epoch 1983 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 2071.22 ms
[2022-04-12 10:10:05 main:574] : INFO : Epoch 1984 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2065.76 ms
[2022-04-12 10:10:07 main:574] : INFO : Epoch 1985 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2058.72 ms
[2022-04-12 10:10:09 main:574] : INFO : Epoch 1986 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2076.93 ms
[2022-04-12 10:10:11 main:574] : INFO : Epoch 1987 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 2078.57 ms
[2022-04-12 10:10:14 main:574] : INFO : Epoch 1988 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2066.27 ms
[2022-04-12 10:10:16 main:574] : INFO : Epoch 1989 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2072.14 ms
[2022-04-12 10:10:18 main:574] : INFO : Epoch 1990 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2065.43 ms
[2022-04-12 10:10:20 main:574] : INFO : Epoch 1991 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 2067.09 ms
[2022-04-12 10:10:22 main:574] : INFO : Epoch 1992 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2116 ms
[2022-04-12 10:10:24 main:574] : INFO : Epoch 1993 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2053.56 ms
[2022-04-12 10:10:26 main:574] : INFO : Epoch 1994 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2052.97 ms
[2022-04-12 10:10:28 main:574] : INFO : Epoch 1995 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 2073.4 ms
[2022-04-12 10:10:31 main:574] : INFO : Epoch 1996 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2075.11 ms
[2022-04-12 10:10:33 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2062.1 ms
[2022-04-12 10:10:35 main:574] : INFO : Epoch 1998 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2053.66 ms
[2022-04-12 10:10:37 main:574] : INFO : Epoch 1999 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2048.81 ms
[2022-04-12 10:10:39 main:574] : INFO : Epoch 2000 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2046.73 ms
[2022-04-12 10:10:41 main:574] : INFO : Epoch 2001 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 2043.32 ms
[2022-04-12 10:10:43 main:574] : INFO : Epoch 2002 | loss: 0.0312507 | val_loss: 0.0312494 | Time: 2043.37 ms
[2022-04-12 10:10:45 main:574] : INFO : Epoch 2003 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2039.1 ms
[2022-04-12 10:10:47 main:574] : INFO : Epoch 2004 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 2049.36 ms
[2022-04-12 10:10:49 main:574] : INFO : Epoch 2005 | loss: 0.0312495 | val_loss: 0.031251 | Time: 2038.76 ms
[2022-04-12 10:10:52 main:574] : INFO : Epoch 2006 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2032.25 ms
[2022-04-12 10:10:54 main:574] : INFO : Epoch 2007 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2014.33 ms
[2022-04-12 10:10:56 main:574] : INFO : Epoch 2008 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 2070.91 ms
[2022-04-12 10:10:58 main:574] : INFO : Epoch 2009 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2053.49 ms
[2022-04-12 10:11:00 main:574] : INFO : Epoch 2010 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 2043.12 ms
[2022-04-12 10:11:02 main:574] : INFO : Epoch 2011 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2045.15 ms
[2022-04-12 10:11:04 main:574] : INFO : Epoch 2012 | loss: 0.03125 | val_loss: 0.0312493 | Time: 2040.92 ms
[2022-04-12 10:11:06 main:574] : INFO : Epoch 2013 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2066.78 ms
[2022-04-12 10:11:08 main:574] : INFO : Epoch 2014 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 2045.71 ms
[2022-04-12 10:11:10 main:574] : INFO : Epoch 2015 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 2058.08 ms
[2022-04-12 10:11:12 main:574] : INFO : Epoch 2016 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2071.16 ms
[2022-04-12 10:11:15 main:574] : INFO : Epoch 2017 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2069.29 ms
[2022-04-12 10:11:17 main:574] : INFO : Epoch 2018 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2078.43 ms
[2022-04-12 10:11:19 main:574] : INFO : Epoch 2019 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2047.7 ms
[2022-04-12 10:11:21 main:574] : INFO : Epoch 2020 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2073.8 ms
[2022-04-12 10:11:23 main:574] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2078.71 ms
[2022-04-12 10:11:25 main:574] : INFO : Epoch 2022 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2104.58 ms
[2022-04-12 10:11:27 main:574] : INFO : Epoch 2023 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2041.48 ms
[2022-04-12 10:11:29 main:574] : INFO : Epoch 2024 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2026.76 ms
[2022-04-12 10:11:32 main:574] : INFO : Epoch 2025 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 2087.72 ms
[2022-04-12 10:11:34 main:574] : INFO : Epoch 2026 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2076.77 ms
[2022-04-12 10:11:36 main:574] : INFO : Epoch 2027 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2039.73 ms
[2022-04-12 10:11:38 main:574] : INFO : Epoch 2028 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 2048.46 ms
[2022-04-12 10:11:40 main:574] : INFO : Epoch 2029 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2069.79 ms
[2022-04-12 10:11:42 main:574] : INFO : Epoch 2030 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2031.58 ms
[2022-04-12 10:11:44 main:574] : INFO : Epoch 2031 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2018.08 ms
[2022-04-12 10:11:46 main:574] : INFO : Epoch 2032 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2028.94 ms
[2022-04-12 10:11:48 main:574] : INFO : Epoch 2033 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 2023.3 ms
[2022-04-12 10:11:50 main:574] : INFO : Epoch 2034 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2058.4 ms
[2022-04-12 10:11:52 main:574] : INFO : Epoch 2035 | loss: 0.03125 | val_loss: 0.0312492 | Time: 2014.18 ms
[2022-04-12 10:11:55 main:574] : INFO : Epoch 2036 | loss: 0.0312516 | val_loss: 0.0312524 | Time: 2029.45 ms
[2022-04-12 10:11:57 main:574] : INFO : Epoch 2037 | loss: 0.0312511 | val_loss: 0.031251 | Time: 2087.02 ms
[2022-04-12 10:11:59 main:574] : INFO : Epoch 2038 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2007.91 ms
[2022-04-12 10:12:01 main:574] : INFO : Epoch 2039 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 2033.9 ms
[2022-04-12 10:12:03 main:574] : INFO : Epoch 2040 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2047.87 ms
[2022-04-12 10:12:05 main:574] : INFO : Epoch 2041 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2047.64 ms
[2022-04-12 10:12:07 main:574] : INFO : Epoch 2042 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2036.79 ms
[2022-04-12 10:12:09 main:574] : INFO : Epoch 2043 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2026.7 ms
[2022-04-12 10:12:11 main:574] : INFO : Epoch 2044 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2036.57 ms
[2022-04-12 10:12:13 main:574] : INFO : Epoch 2045 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 2004.51 ms
[2022-04-12 10:12:15 main:574] : INFO : Epoch 2046 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 2047.08 ms
[2022-04-12 10:12:17 main:574] : INFO : Epoch 2047 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2009.48 ms
[2022-04-12 10:12:20 main:574] : INFO : Epoch 2048 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2041.43 ms
[2022-04-12 10:12:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031251
[2022-04-12 10:12:20 main:603] : INFO : Saving end state to config to file
[2022-04-12 10:12:20 main:608] : INFO : Success, exiting..
10:12:20 (20636): 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)