Task 14553487
| Name | ParityModified-1647048739-28149-3-0_0 |
| Workunit | 11576689 |
| Created | 9 Apr 2022, 15:03:40 UTC |
| Sent | 11 Apr 2022, 2:10:01 UTC |
| Report deadline | 19 Apr 2022, 2:10:01 UTC |
| Received | 11 Apr 2022, 19:21:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 14 min 59 sec |
| CPU time | 1 hours 14 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 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: 0.0311815 | val_loss: 0.03119 | Time: 2248.62 ms
[2022-04-11 14:02:30 main:574] : INFO : Epoch 1543 | loss: 0.0311834 | val_loss: 0.0311893 | Time: 2333.08 ms
[2022-04-11 14:02:33 main:574] : INFO : Epoch 1544 | loss: 0.0311826 | val_loss: 0.0311922 | Time: 2296.93 ms
[2022-04-11 14:02:35 main:574] : INFO : Epoch 1545 | loss: 0.0311834 | val_loss: 0.0311897 | Time: 2290.85 ms
[2022-04-11 14:02:37 main:574] : INFO : Epoch 1546 | loss: 0.0311818 | val_loss: 0.0311915 | Time: 2253.43 ms
[2022-04-11 14:02:39 main:574] : INFO : Epoch 1547 | loss: 0.03118 | val_loss: 0.0311918 | Time: 2175.52 ms
[2022-04-11 14:02:42 main:574] : INFO : Epoch 1548 | loss: 0.0311798 | val_loss: 0.0311952 | Time: 2259.01 ms
[2022-04-11 14:02:44 main:574] : INFO : Epoch 1549 | loss: 0.0311814 | val_loss: 0.03119 | Time: 2217.09 ms
[2022-04-11 14:02:46 main:574] : INFO : Epoch 1550 | loss: 0.0311815 | val_loss: 0.0311954 | Time: 2185.56 ms
[2022-04-11 14:02:48 main:574] : INFO : Epoch 1551 | loss: 0.0311857 | val_loss: 0.0311923 | Time: 2168.99 ms
[2022-04-11 14:02:51 main:574] : INFO : Epoch 1552 | loss: 0.0311841 | val_loss: 0.0311926 | Time: 2285.31 ms
[2022-04-11 14:02:53 main:574] : INFO : Epoch 1553 | loss: 0.0311811 | val_loss: 0.0311897 | Time: 2234.13 ms
[2022-04-11 14:02:55 main:574] : INFO : Epoch 1554 | loss: 0.0311801 | val_loss: 0.0311901 | Time: 2239.99 ms
[2022-04-11 14:02:57 main:574] : INFO : Epoch 1555 | loss: 0.0311816 | val_loss: 0.0311895 | Time: 2221.7 ms
[2022-04-11 14:02:59 main:574] : INFO : Epoch 1556 | loss: 0.0311812 | val_loss: 0.0311896 | Time: 2181.18 ms
[2022-04-11 14:03:02 main:574] : INFO : Epoch 1557 | loss: 0.0311803 | val_loss: 0.031191 | Time: 2188.36 ms
[2022-04-11 14:03:04 main:574] : INFO : Epoch 1558 | loss: 0.0311822 | val_loss: 0.0311927 | Time: 2194.04 ms
[2022-04-11 14:03:06 main:574] : INFO : Epoch 1559 | loss: 0.0311845 | val_loss: 0.0311913 | Time: 2199.51 ms
[2022-04-11 14:03:08 main:574] : INFO : Epoch 1560 | loss: 0.0311823 | val_loss: 0.0311919 | Time: 2197.1 ms
[2022-04-11 14:03:10 main:574] : INFO : Epoch 1561 | loss: 0.0311831 | val_loss: 0.0311923 | Time: 2157.07 ms
[2022-04-11 14:03:13 main:574] : INFO : Epoch 1562 | loss: 0.0311819 | val_loss: 0.0311901 | Time: 2163.94 ms
[2022-04-11 14:03:15 main:574] : INFO : Epoch 1563 | loss: 0.0311823 | val_loss: 0.031192 | Time: 2186.1 ms
[2022-04-11 14:03:17 main:574] : INFO : Epoch 1564 | loss: 0.0311821 | val_loss: 0.0311894 | Time: 2221.34 ms
[2022-04-11 14:03:19 main:574] : INFO : Epoch 1565 | loss: 0.03118 | val_loss: 0.0311894 | Time: 2161.46 ms
[2022-04-11 14:03:21 main:574] : INFO : Epoch 1566 | loss: 0.0311874 | val_loss: 0.0311971 | Time: 2244.2 ms
[2022-04-11 14:03:24 main:574] : INFO : Epoch 1567 | loss: 0.0311852 | val_loss: 0.0311952 | Time: 2191.94 ms
[2022-04-11 14:03:26 main:574] : INFO : Epoch 1568 | loss: 0.031186 | val_loss: 0.0311915 | Time: 2266.31 ms
[2022-04-11 14:03:28 main:574] : INFO : Epoch 1569 | loss: 0.0311829 | val_loss: 0.0311899 | Time: 2259.27 ms
[2022-04-11 14:03:30 main:574] : INFO : Epoch 1570 | loss: 0.0311815 | val_loss: 0.0311901 | Time: 2261.8 ms
[2022-04-11 14:03:33 main:574] : INFO : Epoch 1571 | loss: 0.0311835 | val_loss: 0.0311897 | Time: 2163.79 ms
[2022-04-11 14:03:35 main:574] : INFO : Epoch 1572 | loss: 0.0311826 | val_loss: 0.0311941 | Time: 2385.79 ms
[2022-04-11 14:03:37 main:574] : INFO : Epoch 1573 | loss: 0.0311844 | val_loss: 0.031195 | Time: 2302.98 ms
[2022-04-11 14:03:39 main:574] : INFO : Epoch 1574 | loss: 0.0311816 | val_loss: 0.0311943 | Time: 2123.73 ms
[2022-04-11 14:03:42 main:574] : INFO : Epoch 1575 | loss: 0.0311837 | val_loss: 0.0311902 | Time: 2228.81 ms
[2022-04-11 14:03:44 main:574] : INFO : Epoch 1576 | loss: 0.0311816 | val_loss: 0.0311893 | Time: 2251.53 ms
[2022-04-11 14:03:46 main:574] : INFO : Epoch 1577 | loss: 0.0311853 | val_loss: 0.0311909 | Time: 2133.82 ms
[2022-04-11 14:03:48 main:574] : INFO : Epoch 1578 | loss: 0.0311866 | val_loss: 0.0311931 | Time: 2300.39 ms
[2022-04-11 14:03:51 main:574] : INFO : Epoch 1579 | loss: 0.0311852 | val_loss: 0.0311903 | Time: 2216.25 ms
[2022-04-11 14:03:53 main:574] : INFO : Epoch 1580 | loss: 0.0311912 | val_loss: 0.0311948 | Time: 2352.6 ms
[2022-04-11 14:03:55 main:574] : INFO : Epoch 1581 | loss: 0.0311931 | val_loss: 0.0311998 | Time: 2292.14 ms
[2022-04-11 14:03:57 main:574] : INFO : Epoch 1582 | loss: 0.0311934 | val_loss: 0.031197 | Time: 2272.63 ms
[2022-04-11 14:04:00 main:574] : INFO : Epoch 1583 | loss: 0.0311944 | val_loss: 0.0311958 | Time: 2248.23 ms
[2022-04-11 14:04:02 main:574] : INFO : Epoch 1584 | loss: 0.0311931 | val_loss: 0.0311947 | Time: 2198.59 ms
[2022-04-11 14:04:04 main:574] : INFO : Epoch 1585 | loss: 0.0311934 | val_loss: 0.0311996 | Time: 2250.29 ms
[2022-04-11 14:04:06 main:574] : INFO : Epoch 1586 | loss: 0.0311913 | val_loss: 0.0311946 | Time: 2314.33 ms
[2022-04-11 14:04:09 main:574] : INFO : Epoch 1587 | loss: 0.0311909 | val_loss: 0.0311956 | Time: 2179.21 ms
[2022-04-11 14:04:11 main:574] : INFO : Epoch 1588 | loss: 0.0311896 | val_loss: 0.0311937 | Time: 2287.3 ms
[2022-04-11 14:04:13 main:574] : INFO : Epoch 1589 | loss: 0.0311888 | val_loss: 0.0311922 | Time: 2218.16 ms
[2022-04-11 14:04:15 main:574] : INFO : Epoch 1590 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 2244.51 ms
[2022-04-11 14:04:18 main:574] : INFO : Epoch 1591 | loss: 0.0311856 | val_loss: 0.0311928 | Time: 2247.98 ms
[2022-04-11 14:04:20 main:574] : INFO : Epoch 1592 | loss: 0.0311846 | val_loss: 0.0311913 | Time: 2217.93 ms
[2022-04-11 14:04:22 main:574] : INFO : Epoch 1593 | loss: 0.0311855 | val_loss: 0.0311924 | Time: 2143.32 ms
[2022-04-11 14:04:24 main:574] : INFO : Epoch 1594 | loss: 0.0311846 | val_loss: 0.0311919 | Time: 2210.33 ms
[2022-04-11 14:04:26 main:574] : INFO : Epoch 1595 | loss: 0.0311882 | val_loss: 0.0312074 | Time: 2143.25 ms
[2022-04-11 14:04:29 main:574] : INFO : Epoch 1596 | loss: 0.0321652 | val_loss: 0.0317976 | Time: 2217.03 ms
[2022-04-11 14:04:31 main:574] : INFO : Epoch 1597 | loss: 0.0341075 | val_loss: 0.0334351 | Time: 2077.87 ms
[2022-04-11 14:04:33 main:574] : INFO : Epoch 1598 | loss: 0.0318893 | val_loss: 0.0312852 | Time: 2166.26 ms
[2022-04-11 14:04:35 main:574] : INFO : Epoch 1599 | loss: 0.0313133 | val_loss: 0.031235 | Time: 2221.51 ms
[2022-04-11 14:04:37 main:574] : INFO : Epoch 1600 | loss: 0.031227 | val_loss: 0.0312198 | Time: 2233.46 ms
[2022-04-11 14:04:40 main:574] : INFO : Epoch 1601 | loss: 0.0312112 | val_loss: 0.0312265 | Time: 2175.85 ms
[2022-04-11 14:04:42 main:574] : INFO : Epoch 1602 | loss: 0.0312242 | val_loss: 0.031218 | Time: 2239.03 ms
[2022-04-11 14:04:44 main:574] : INFO : Epoch 1603 | loss: 0.0312111 | val_loss: 0.0312082 | Time: 2189.71 ms
[2022-04-11 14:04:46 main:574] : INFO : Epoch 1604 | loss: 0.0312051 | val_loss: 0.0312126 | Time: 2197.31 ms
[2022-04-11 14:04:48 main:574] : INFO : Epoch 1605 | loss: 0.0312089 | val_loss: 0.0312114 | Time: 2225.08 ms
[2022-04-11 14:04:51 main:574] : INFO : Epoch 1606 | loss: 0.0312113 | val_loss: 0.0312076 | Time: 2242.4 ms
[2022-04-11 14:04:53 main:574] : INFO : Epoch 1607 | loss: 0.0312075 | val_loss: 0.0312085 | Time: 2303.08 ms
[2022-04-11 14:04:55 main:574] : INFO : Epoch 1608 | loss: 0.0312058 | val_loss: 0.0312024 | Time: 2232.88 ms
[2022-04-11 14:04:57 main:574] : INFO : Epoch 1609 | loss: 0.0312014 | val_loss: 0.0312022 | Time: 2182.92 ms
[2022-04-11 14:05:00 main:574] : INFO : Epoch 1610 | loss: 0.0311977 | val_loss: 0.0311991 | Time: 2271.47 ms
[2022-04-11 14:05:02 main:574] : INFO : Epoch 1611 | loss: 0.0311955 | val_loss: 0.0311974 | Time: 2135.81 ms
[2022-04-11 14:05:04 main:574] : INFO : Epoch 1612 | loss: 0.0311956 | val_loss: 0.0311975 | Time: 2158.45 ms
[2022-04-11 14:05:06 main:574] : INFO : Epoch 1613 | loss: 0.0311954 | val_loss: 0.0311965 | Time: 2189.49 ms
[2022-04-11 14:05:08 main:574] : INFO : Epoch 1614 | loss: 0.0311953 | val_loss: 0.0311943 | Time: 2088.9 ms
[2022-04-11 14:05:11 main:574] : INFO : Epoch 1615 | loss: 0.0311951 | val_loss: 0.0311956 | Time: 2275.17 ms
[2022-04-11 14:05:13 main:574] : INFO : Epoch 1616 | loss: 0.0311936 | val_loss: 0.031191 | Time: 2166.08 ms
[2022-04-11 14:05:15 main:574] : INFO : Epoch 1617 | loss: 0.0311913 | val_loss: 0.0311889 | Time: 2278.07 ms
[2022-04-11 14:05:17 main:574] : INFO : Epoch 1618 | loss: 0.0311901 | val_loss: 0.0311898 | Time: 2126.03 ms
[2022-04-11 14:05:19 main:574] : INFO : Epoch 1619 | loss: 0.0311903 | val_loss: 0.0311884 | Time: 2210.97 ms
[2022-04-11 14:05:22 main:574] : INFO : Epoch 1620 | loss: 0.0311906 | val_loss: 0.0311888 | Time: 2294.42 ms
[2022-04-11 14:05:24 main:574] : INFO : Epoch 1621 | loss: 0.0311905 | val_loss: 0.0311878 | Time: 2172.97 ms
[2022-04-11 14:05:26 main:574] : INFO : Epoch 1622 | loss: 0.0311894 | val_loss: 0.0311873 | Time: 2277.19 ms
[2022-04-11 14:05:28 main:574] : INFO : Epoch 1623 | loss: 0.0311882 | val_loss: 0.0311874 | Time: 2227.49 ms
[2022-04-11 14:05:31 main:574] : INFO : Epoch 1624 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 2218.08 ms
[2022-04-11 14:05:33 main:574] : INFO : Epoch 1625 | loss: 0.0311876 | val_loss: 0.0311902 | Time: 2201.64 ms
[2022-04-11 14:05:35 main:574] : INFO : Epoch 1626 | loss: 0.031187 | val_loss: 0.031189 | Time: 2439.03 ms
[2022-04-11 14:05:37 main:574] : INFO : Epoch 1627 | loss: 0.0311877 | val_loss: 0.0311896 | Time: 2265.54 ms
[2022-04-11 14:05:40 main:574] : INFO : Epoch 1628 | loss: 0.0311865 | val_loss: 0.0311896 | Time: 2222.57 ms
[2022-04-11 14:05:42 main:574] : INFO : Epoch 1629 | loss: 0.0311871 | val_loss: 0.0311893 | Time: 2297.41 ms
[2022-04-11 14:05:44 main:574] : INFO : Epoch 1630 | loss: 0.0311866 | val_loss: 0.0311889 | Time: 2203.06 ms
[2022-04-11 14:05:46 main:574] : INFO : Epoch 1631 | loss: 0.0311869 | val_loss: 0.0311898 | Time: 2111.24 ms
[2022-04-11 14:05:49 main:574] : INFO : Epoch 1632 | loss: 0.0311858 | val_loss: 0.031186 | Time: 2211.2 ms
[2022-04-11 14:05:51 main:574] : INFO : Epoch 1633 | loss: 0.0311877 | val_loss: 0.0311916 | Time: 2161.2 ms
[2022-04-11 14:05:53 main:574] : INFO : Epoch 1634 | loss: 0.0311866 | val_loss: 0.0311859 | Time: 2129.04 ms
[2022-04-11 14:05:55 main:574] : INFO : Epoch 1635 | loss: 0.0311864 | val_loss: 0.031187 | Time: 2318.52 ms
[2022-04-11 14:05:57 main:574] : INFO : Epoch 1636 | loss: 0.0311855 | val_loss: 0.0311871 | Time: 2174.32 ms
[2022-04-11 14:06:00 main:574] : INFO : Epoch 1637 | loss: 0.0311866 | val_loss: 0.0311873 | Time: 2220.99 ms
[2022-04-11 14:06:02 main:574] : INFO : Epoch 1638 | loss: 0.0311855 | val_loss: 0.0311895 | Time: 2159.26 ms
[2022-04-11 14:06:04 main:574] : INFO : Epoch 1639 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 2266.74 ms
[2022-04-11 14:06:06 main:574] : INFO : Epoch 1640 | loss: 0.0311846 | val_loss: 0.0311871 | Time: 2249.51 ms
[2022-04-11 14:06:09 main:574] : INFO : Epoch 1641 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 2266.17 ms
[2022-04-11 14:06:11 main:574] : INFO : Epoch 1642 | loss: 0.031185 | val_loss: 0.0311915 | Time: 2119.03 ms
[2022-04-11 14:06:13 main:574] : INFO : Epoch 1643 | loss: 0.031188 | val_loss: 0.0311892 | Time: 2297.74 ms
[2022-04-11 14:06:15 main:574] : INFO : Epoch 1644 | loss: 0.0311856 | val_loss: 0.0311874 | Time: 2209.22 ms
[2022-04-11 14:06:17 main:574] : INFO : Epoch 1645 | loss: 0.031184 | val_loss: 0.0311874 | Time: 2310.44 ms
[2022-04-11 14:06:20 main:574] : INFO : Epoch 1646 | loss: 0.0311838 | val_loss: 0.0311887 | Time: 2156.47 ms
[2022-04-11 14:06:22 main:574] : INFO : Epoch 1647 | loss: 0.031183 | val_loss: 0.0311861 | Time: 2145.66 ms
[2022-04-11 14:06:24 main:574] : INFO : Epoch 1648 | loss: 0.0311833 | val_loss: 0.0311856 | Time: 2170.55 ms
[2022-04-11 14:06:26 main:574] : INFO : Epoch 1649 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 2214.67 ms
[2022-04-11 14:06:29 main:574] : INFO : Epoch 1650 | loss: 0.0311824 | val_loss: 0.0311872 | Time: 2312 ms
[2022-04-11 14:06:31 main:574] : INFO : Epoch 1651 | loss: 0.0311819 | val_loss: 0.0311851 | Time: 2156.43 ms
[2022-04-11 14:06:33 main:574] : INFO : Epoch 1652 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 2238.62 ms
[2022-04-11 14:06:35 main:574] : INFO : Epoch 1653 | loss: 0.0311828 | val_loss: 0.0311858 | Time: 2250.42 ms
[2022-04-11 14:06:37 main:574] : INFO : Epoch 1654 | loss: 0.0311824 | val_loss: 0.0311847 | Time: 2236.12 ms
[2022-04-11 14:06:40 main:574] : INFO : Epoch 1655 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 2192.6 ms
[2022-04-11 14:06:42 main:574] : INFO : Epoch 1656 | loss: 0.0311848 | val_loss: 0.0311844 | Time: 2165.28 ms
[2022-04-11 14:06:44 main:574] : INFO : Epoch 1657 | loss: 0.0311824 | val_loss: 0.0311869 | Time: 2307.15 ms
[2022-04-11 14:06:46 main:574] : INFO : Epoch 1658 | loss: 0.031182 | val_loss: 0.0311855 | Time: 2378.77 ms
[2022-04-11 14:06:49 main:574] : INFO : Epoch 1659 | loss: 0.0311818 | val_loss: 0.0311838 | Time: 2273.54 ms
[2022-04-11 14:06:51 main:574] : INFO : Epoch 1660 | loss: 0.0311813 | val_loss: 0.0311847 | Time: 2232.58 ms
[2022-04-11 14:06:53 main:574] : INFO : Epoch 1661 | loss: 0.0311811 | val_loss: 0.0311837 | Time: 2142.49 ms
[2022-04-11 14:06:55 main:574] : INFO : Epoch 1662 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 2188.45 ms
[2022-04-11 14:06:58 main:574] : INFO : Epoch 1663 | loss: 0.0311804 | val_loss: 0.0311848 | Time: 2210.67 ms
[2022-04-11 14:07:00 main:574] : INFO : Epoch 1664 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 2214.92 ms
[2022-04-11 14:07:02 main:574] : INFO : Epoch 1665 | loss: 0.0311798 | val_loss: 0.0311858 | Time: 2188.68 ms
[2022-04-11 14:07:04 main:574] : INFO : Epoch 1666 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 2160.7 ms
[2022-04-11 14:07:06 main:574] : INFO : Epoch 1667 | loss: 0.0311801 | val_loss: 0.0311864 | Time: 2179.19 ms
[2022-04-11 14:07:09 main:574] : INFO : Epoch 1668 | loss: 0.0311817 | val_loss: 0.0311883 | Time: 2225.67 ms
[2022-04-11 14:07:11 main:574] : INFO : Epoch 1669 | loss: 0.0311808 | val_loss: 0.0311866 | Time: 2230.14 ms
[2022-04-11 14:07:13 main:574] : INFO : Epoch 1670 | loss: 0.0311812 | val_loss: 0.0311885 | Time: 2154.6 ms
[2022-04-11 14:07:15 main:574] : INFO : Epoch 1671 | loss: 0.031182 | val_loss: 0.0311886 | Time: 2212.58 ms
[2022-04-11 14:07:17 main:574] : INFO : Epoch 1672 | loss: 0.0311801 | val_loss: 0.031187 | Time: 2175.44 ms
[2022-04-11 14:07:19 main:574] : INFO : Epoch 1673 | loss: 0.0311809 | val_loss: 0.0311871 | Time: 2134.26 ms
[2022-04-11 14:07:22 main:574] : INFO : Epoch 1674 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 2201.48 ms
[2022-04-11 14:07:24 main:574] : INFO : Epoch 1675 | loss: 0.0311789 | val_loss: 0.0311867 | Time: 2357.92 ms
[2022-04-11 14:07:26 main:574] : INFO : Epoch 1676 | loss: 0.0311792 | val_loss: 0.0311858 | Time: 2224.69 ms
[2022-04-11 14:07:28 main:574] : INFO : Epoch 1677 | loss: 0.0311794 | val_loss: 0.0311859 | Time: 2179.64 ms
[2022-04-11 14:07:31 main:574] : INFO : Epoch 1678 | loss: 0.0311792 | val_loss: 0.031189 | Time: 2154.09 ms
[2022-04-11 14:07:33 main:574] : INFO : Epoch 1679 | loss: 0.0311788 | val_loss: 0.0311857 | Time: 2194.56 ms
[2022-04-11 14:07:35 main:574] : INFO : Epoch 1680 | loss: 0.0311775 | val_loss: 0.0311878 | Time: 2230.41 ms
[2022-04-11 14:07:37 main:574] : INFO : Epoch 1681 | loss: 0.0311801 | val_loss: 0.0311863 | Time: 2166.08 ms
[2022-04-11 14:07:39 main:574] : INFO : Epoch 1682 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 2262.83 ms
[2022-04-11 14:07:42 main:574] : INFO : Epoch 1683 | loss: 0.0311784 | val_loss: 0.0311868 | Time: 2240.27 ms
[2022-04-11 14:07:44 main:574] : INFO : Epoch 1684 | loss: 0.0311789 | val_loss: 0.0311863 | Time: 2217.14 ms
[2022-04-11 14:07:46 main:574] : INFO : Epoch 1685 | loss: 0.0311787 | val_loss: 0.0311896 | Time: 2330.38 ms
[2022-04-11 14:07:49 main:574] : INFO : Epoch 1686 | loss: 0.0311808 | val_loss: 0.0311893 | Time: 2237.16 ms
[2022-04-11 14:07:51 main:574] : INFO : Epoch 1687 | loss: 0.0311793 | val_loss: 0.0311856 | Time: 2186.99 ms
[2022-04-11 14:07:53 main:574] : INFO : Epoch 1688 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 2181.92 ms
[2022-04-11 14:07:55 main:574] : INFO : Epoch 1689 | loss: 0.0311821 | val_loss: 0.0311869 | Time: 2276.03 ms
[2022-04-11 14:07:57 main:574] : INFO : Epoch 1690 | loss: 0.0311811 | val_loss: 0.0311859 | Time: 2181.96 ms
[2022-04-11 14:08:00 main:574] : INFO : Epoch 1691 | loss: 0.03118 | val_loss: 0.0311866 | Time: 2220.82 ms
[2022-04-11 14:08:02 main:574] : INFO : Epoch 1692 | loss: 0.0311793 | val_loss: 0.0311863 | Time: 2163.61 ms
[2022-04-11 14:08:04 main:574] : INFO : Epoch 1693 | loss: 0.0311793 | val_loss: 0.0311851 | Time: 2193.95 ms
[2022-04-11 14:08:06 main:574] : INFO : Epoch 1694 | loss: 0.0311783 | val_loss: 0.031186 | Time: 2183.2 ms
[2022-04-11 14:08:08 main:574] : INFO : Epoch 1695 | loss: 0.0311785 | val_loss: 0.0311862 | Time: 2242.31 ms
[2022-04-11 14:08:11 main:574] : INFO : Epoch 1696 | loss: 0.0311787 | val_loss: 0.0311868 | Time: 2166.8 ms
[2022-04-11 14:08:13 main:574] : INFO : Epoch 1697 | loss: 0.0311774 | val_loss: 0.0311882 | Time: 2271.89 ms
[2022-04-11 14:08:15 main:574] : INFO : Epoch 1698 | loss: 0.031177 | val_loss: 0.0311855 | Time: 2279.42 ms
[2022-04-11 14:08:17 main:574] : INFO : Epoch 1699 | loss: 0.0311777 | val_loss: 0.031185 | Time: 2349.03 ms
[2022-04-11 14:08:20 main:574] : INFO : Epoch 1700 | loss: 0.0311791 | val_loss: 0.0311881 | Time: 2514.71 ms
[2022-04-11 14:08:22 main:574] : INFO : Epoch 1701 | loss: 0.0311801 | val_loss: 0.0311887 | Time: 2225.49 ms
[2022-04-11 14:08:25 main:574] : INFO : Epoch 1702 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 2360.46 ms
[2022-04-11 14:08:27 main:574] : INFO : Epoch 1703 | loss: 0.0311799 | val_loss: 0.0311871 | Time: 2463.06 ms
[2022-04-11 14:08:29 main:574] : INFO : Epoch 1704 | loss: 0.0311788 | val_loss: 0.0311857 | Time: 2265.79 ms
[2022-04-11 14:08:32 main:574] : INFO : Epoch 1705 | loss: 0.0311784 | val_loss: 0.0311865 | Time: 2265.38 ms
[2022-04-11 14:08:34 main:574] : INFO : Epoch 1706 | loss: 0.0311788 | val_loss: 0.0311858 | Time: 2227.14 ms
[2022-04-11 14:08:36 main:574] : INFO : Epoch 1707 | loss: 0.0311772 | val_loss: 0.0311849 | Time: 2319.81 ms
[2022-04-11 14:08:38 main:574] : INFO : Epoch 1708 | loss: 0.0311781 | val_loss: 0.0311874 | Time: 2211.4 ms
[2022-04-11 14:08:41 main:574] : INFO : Epoch 1709 | loss: 0.0311786 | val_loss: 0.0311868 | Time: 2258.04 ms
[2022-04-11 14:08:43 main:574] : INFO : Epoch 1710 | loss: 0.0311787 | val_loss: 0.0311851 | Time: 2157.8 ms
[2022-04-11 14:08:45 main:574] : INFO : Epoch 1711 | loss: 0.0311784 | val_loss: 0.0311846 | Time: 2226.4 ms
[2022-04-11 14:08:47 main:574] : INFO : Epoch 1712 | loss: 0.0311785 | val_loss: 0.0311863 | Time: 2286.79 ms
[2022-04-11 14:08:50 main:574] : INFO : Epoch 1713 | loss: 0.0311789 | val_loss: 0.0311855 | Time: 2190.83 ms
[2022-04-11 14:08:52 main:574] : INFO : Epoch 1714 | loss: 0.0311778 | val_loss: 0.0311864 | Time: 2262.22 ms
[2022-04-11 14:08:54 main:574] : INFO : Epoch 1715 | loss: 0.0311781 | val_loss: 0.031187 | Time: 2164.8 ms
[2022-04-11 14:08:56 main:574] : INFO : Epoch 1716 | loss: 0.0311779 | val_loss: 0.0311867 | Time: 2260.43 ms
[2022-04-11 14:08:58 main:574] : INFO : Epoch 1717 | loss: 0.0311777 | val_loss: 0.0311866 | Time: 2249 ms
[2022-04-11 14:09:01 main:574] : INFO : Epoch 1718 | loss: 0.0311783 | val_loss: 0.0311868 | Time: 2317.28 ms
[2022-04-11 14:09:03 main:574] : INFO : Epoch 1719 | loss: 0.0311782 | val_loss: 0.0311857 | Time: 2143.09 ms
[2022-04-11 14:09:05 main:574] : INFO : Epoch 1720 | loss: 0.0311798 | val_loss: 0.0311876 | Time: 2192.85 ms
[2022-04-11 14:09:07 main:574] : INFO : Epoch 1721 | loss: 0.0311782 | val_loss: 0.0311864 | Time: 2203.53 ms
[2022-04-11 14:09:10 main:574] : INFO : Epoch 1722 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 2287.72 ms
[2022-04-11 14:09:12 main:574] : INFO : Epoch 1723 | loss: 0.0311781 | val_loss: 0.0311863 | Time: 2232.07 ms
[2022-04-11 14:09:14 main:574] : INFO : Epoch 1724 | loss: 0.0311764 | val_loss: 0.0311853 | Time: 2268.44 ms
[2022-04-11 14:09:16 main:574] : INFO : Epoch 1725 | loss: 0.0311775 | val_loss: 0.0311868 | Time: 2163.08 ms
[2022-04-11 14:09:19 main:574] : INFO : Epoch 1726 | loss: 0.0311771 | val_loss: 0.0311859 | Time: 2209.49 ms
[2022-04-11 14:09:21 main:574] : INFO : Epoch 1727 | loss: 0.0311778 | val_loss: 0.031186 | Time: 2223.41 ms
[2022-04-11 14:09:23 main:574] : INFO : Epoch 1728 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 2288.11 ms
[2022-04-11 14:09:25 main:574] : INFO : Epoch 1729 | loss: 0.0311761 | val_loss: 0.0311865 | Time: 2210.69 ms
[2022-04-11 14:09:27 main:574] : INFO : Epoch 1730 | loss: 0.0311806 | val_loss: 0.0311911 | Time: 2086.17 ms
[2022-04-11 14:09:30 main:574] : INFO : Epoch 1731 | loss: 0.0311906 | val_loss: 0.0311901 | Time: 2173.22 ms
[2022-04-11 14:09:32 main:574] : INFO : Epoch 1732 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 2221.51 ms
[2022-04-11 14:09:34 main:574] : INFO : Epoch 1733 | loss: 0.0311818 | val_loss: 0.0311877 | Time: 2218.85 ms
[2022-04-11 14:09:36 main:574] : INFO : Epoch 1734 | loss: 0.0311798 | val_loss: 0.0311869 | Time: 2204.6 ms
[2022-04-11 14:09:38 main:574] : INFO : Epoch 1735 | loss: 0.0311789 | val_loss: 0.0311891 | Time: 2178.56 ms
[2022-04-11 14:09:41 main:574] : INFO : Epoch 1736 | loss: 0.0311787 | val_loss: 0.0311903 | Time: 2213.41 ms
[2022-04-11 14:09:43 main:574] : INFO : Epoch 1737 | loss: 0.0311807 | val_loss: 0.0311832 | Time: 2220.02 ms
[2022-04-11 14:09:45 main:574] : INFO : Epoch 1738 | loss: 0.0311777 | val_loss: 0.0311864 | Time: 2187.95 ms
[2022-04-11 14:09:47 main:574] : INFO : Epoch 1739 | loss: 0.0311786 | val_loss: 0.0311858 | Time: 2242.65 ms
[2022-04-11 14:09:49 main:574] : INFO : Epoch 1740 | loss: 0.0311783 | val_loss: 0.0311856 | Time: 2143.8 ms
[2022-04-11 14:09:52 main:574] : INFO : Epoch 1741 | loss: 0.0311782 | val_loss: 0.0311846 | Time: 2235.21 ms
[2022-04-11 14:09:54 main:574] : INFO : Epoch 1742 | loss: 0.0311788 | val_loss: 0.0311846 | Time: 2140.78 ms
[2022-04-11 14:09:56 main:574] : INFO : Epoch 1743 | loss: 0.0311785 | val_loss: 0.0311872 | Time: 2334.36 ms
[2022-04-11 14:09:58 main:574] : INFO : Epoch 1744 | loss: 0.031178 | val_loss: 0.0311842 | Time: 2223.96 ms
[2022-04-11 14:10:01 main:574] : INFO : Epoch 1745 | loss: 0.0311765 | val_loss: 0.0311856 | Time: 2329.69 ms
[2022-04-11 14:10:03 main:574] : INFO : Epoch 1746 | loss: 0.0311758 | val_loss: 0.0311871 | Time: 2217.6 ms
[2022-04-11 14:10:05 main:574] : INFO : Epoch 1747 | loss: 0.0311827 | val_loss: 0.031188 | Time: 2333.45 ms
[2022-04-11 14:10:08 main:574] : INFO : Epoch 1748 | loss: 0.0311814 | val_loss: 0.0311923 | Time: 2283.81 ms
[2022-04-11 14:10:10 main:574] : INFO : Epoch 1749 | loss: 0.0311839 | val_loss: 0.0311899 | Time: 2406.91 ms
[2022-04-11 14:10:12 main:574] : INFO : Epoch 1750 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 2132.85 ms
[2022-04-11 14:10:14 main:574] : INFO : Epoch 1751 | loss: 0.0311793 | val_loss: 0.0311861 | Time: 2234.61 ms
[2022-04-11 14:10:17 main:574] : INFO : Epoch 1752 | loss: 0.0311821 | val_loss: 0.031186 | Time: 2173.3 ms
[2022-04-11 14:10:19 main:574] : INFO : Epoch 1753 | loss: 0.0311797 | val_loss: 0.0311862 | Time: 2078.98 ms
[2022-04-11 14:10:21 main:574] : INFO : Epoch 1754 | loss: 0.0311775 | val_loss: 0.0311837 | Time: 2251.03 ms
[2022-04-11 14:10:23 main:574] : INFO : Epoch 1755 | loss: 0.0311782 | val_loss: 0.031189 | Time: 2179.69 ms
[2022-04-11 14:10:25 main:574] : INFO : Epoch 1756 | loss: 0.0311804 | val_loss: 0.0311835 | Time: 2203.8 ms
[2022-04-11 14:10:27 main:574] : INFO : Epoch 1757 | loss: 0.0311764 | val_loss: 0.0311858 | Time: 2226.8 ms
[2022-04-11 14:10:30 main:574] : INFO : Epoch 1758 | loss: 0.0311777 | val_loss: 0.0311961 | Time: 2202.2 ms
[2022-04-11 14:10:32 main:574] : INFO : Epoch 1759 | loss: 0.0311823 | val_loss: 0.0311873 | Time: 2199.88 ms
[2022-04-11 14:10:34 main:574] : INFO : Epoch 1760 | loss: 0.031178 | val_loss: 0.0311882 | Time: 2216.19 ms
[2022-04-11 14:10:36 main:574] : INFO : Epoch 1761 | loss: 0.0311786 | val_loss: 0.0311851 | Time: 2283.39 ms
[2022-04-11 14:10:39 main:574] : INFO : Epoch 1762 | loss: 0.031179 | val_loss: 0.0311878 | Time: 2181.5 ms
[2022-04-11 14:10:41 main:574] : INFO : Epoch 1763 | loss: 0.0311781 | val_loss: 0.0311849 | Time: 2169.16 ms
[2022-04-11 14:10:43 main:574] : INFO : Epoch 1764 | loss: 0.0311764 | val_loss: 0.0311857 | Time: 2255.45 ms
[2022-04-11 14:10:45 main:574] : INFO : Epoch 1765 | loss: 0.0311756 | val_loss: 0.0311865 | Time: 2298.03 ms
[2022-04-11 14:10:48 main:574] : INFO : Epoch 1766 | loss: 0.0311759 | val_loss: 0.0311881 | Time: 2296.56 ms
[2022-04-11 14:10:50 main:574] : INFO : Epoch 1767 | loss: 0.0311757 | val_loss: 0.031187 | Time: 2312.67 ms
[2022-04-11 14:10:52 main:574] : INFO : Epoch 1768 | loss: 0.0311745 | val_loss: 0.0311875 | Time: 2198.33 ms
[2022-04-11 14:10:54 main:574] : INFO : Epoch 1769 | loss: 0.0311757 | val_loss: 0.0311856 | Time: 2231.42 ms
[2022-04-11 14:10:57 main:574] : INFO : Epoch 1770 | loss: 0.0311759 | val_loss: 0.0311864 | Time: 2263.4 ms
[2022-04-11 14:10:59 main:574] : INFO : Epoch 1771 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 2273.51 ms
[2022-04-11 14:11:01 main:574] : INFO : Epoch 1772 | loss: 0.0311733 | val_loss: 0.0311846 | Time: 2474.47 ms
[2022-04-11 14:11:04 main:574] : INFO : Epoch 1773 | loss: 0.0311752 | val_loss: 0.031184 | Time: 2145.28 ms
[2022-04-11 14:11:06 main:574] : INFO : Epoch 1774 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 2276.84 ms
[2022-04-11 14:11:08 main:574] : INFO : Epoch 1775 | loss: 0.0311752 | val_loss: 0.0311858 | Time: 2242.64 ms
[2022-04-11 14:11:11 main:574] : INFO : Epoch 1776 | loss: 0.0311744 | val_loss: 0.0311828 | Time: 2205.65 ms
[2022-04-11 14:11:13 main:574] : INFO : Epoch 1777 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 2151.2 ms
[2022-04-11 14:11:15 main:574] : INFO : Epoch 1778 | loss: 0.0311746 | val_loss: 0.0311848 | Time: 2229.64 ms
[2022-04-11 14:11:17 main:574] : INFO : Epoch 1779 | loss: 0.0311745 | val_loss: 0.0311859 | Time: 2165.91 ms
[2022-04-11 14:11:19 main:574] : INFO : Epoch 1780 | loss: 0.0311763 | val_loss: 0.0311853 | Time: 2260.09 ms
[2022-04-11 14:11:22 main:574] : INFO : Epoch 1781 | loss: 0.0311766 | val_loss: 0.0311892 | Time: 2220.9 ms
[2022-04-11 14:11:24 main:574] : INFO : Epoch 1782 | loss: 0.0311732 | val_loss: 0.0311848 | Time: 2310.33 ms
[2022-04-11 14:11:26 main:574] : INFO : Epoch 1783 | loss: 0.0311731 | val_loss: 0.0311845 | Time: 2448.65 ms
[2022-04-11 14:11:29 main:574] : INFO : Epoch 1784 | loss: 0.0311735 | val_loss: 0.0311864 | Time: 2168.18 ms
[2022-04-11 14:11:31 main:574] : INFO : Epoch 1785 | loss: 0.0311739 | val_loss: 0.0311869 | Time: 2199.05 ms
[2022-04-11 14:11:33 main:574] : INFO : Epoch 1786 | loss: 0.0311771 | val_loss: 0.0311861 | Time: 2286.57 ms
[2022-04-11 14:11:35 main:574] : INFO : Epoch 1787 | loss: 0.0311885 | val_loss: 0.0312206 | Time: 2182.9 ms
[2022-04-11 14:11:37 main:574] : INFO : Epoch 1788 | loss: 0.031212 | val_loss: 0.0312051 | Time: 2196.8 ms
[2022-04-11 14:11:40 main:574] : INFO : Epoch 1789 | loss: 0.0311952 | val_loss: 0.031193 | Time: 2225.92 ms
[2022-04-11 14:11:42 main:574] : INFO : Epoch 1790 | loss: 0.031186 | val_loss: 0.0311921 | Time: 2104.88 ms
[2022-04-11 14:11:44 main:574] : INFO : Epoch 1791 | loss: 0.0311811 | val_loss: 0.031192 | Time: 2278.72 ms
[2022-04-11 14:11:46 main:574] : INFO : Epoch 1792 | loss: 0.0311808 | val_loss: 0.0311933 | Time: 2290.31 ms
[2022-04-11 14:11:48 main:574] : INFO : Epoch 1793 | loss: 0.0311795 | val_loss: 0.0311924 | Time: 2179.18 ms
[2022-04-11 14:11:51 main:574] : INFO : Epoch 1794 | loss: 0.0311816 | val_loss: 0.0311901 | Time: 2180.51 ms
[2022-04-11 14:11:53 main:574] : INFO : Epoch 1795 | loss: 0.0311812 | val_loss: 0.031193 | Time: 2273.98 ms
[2022-04-11 14:11:55 main:574] : INFO : Epoch 1796 | loss: 0.0311797 | val_loss: 0.0311879 | Time: 2175 ms
[2022-04-11 14:11:57 main:574] : INFO : Epoch 1797 | loss: 0.0311777 | val_loss: 0.0311884 | Time: 2285 ms
[2022-04-11 14:12:00 main:574] : INFO : Epoch 1798 | loss: 0.0311766 | val_loss: 0.0311877 | Time: 2160.11 ms
[2022-04-11 14:12:02 main:574] : INFO : Epoch 1799 | loss: 0.0311783 | val_loss: 0.0311887 | Time: 2240.03 ms
[2022-04-11 14:12:04 main:574] : INFO : Epoch 1800 | loss: 0.0311796 | val_loss: 0.0311864 | Time: 2191.49 ms
[2022-04-11 14:12:06 main:574] : INFO : Epoch 1801 | loss: 0.0311792 | val_loss: 0.0311855 | Time: 2189.93 ms
[2022-04-11 14:12:08 main:574] : INFO : Epoch 1802 | loss: 0.0311798 | val_loss: 0.0311882 | Time: 2200.95 ms
[2022-04-11 14:12:11 main:574] : INFO : Epoch 1803 | loss: 0.0311824 | val_loss: 0.0312093 | Time: 2196.34 ms
[2022-04-11 14:12:13 main:574] : INFO : Epoch 1804 | loss: 0.0311864 | val_loss: 0.0311889 | Time: 2181.16 ms
[2022-04-11 14:12:15 main:574] : INFO : Epoch 1805 | loss: 0.0311818 | val_loss: 0.0311883 | Time: 2140.36 ms
[2022-04-11 14:12:17 main:574] : INFO : Epoch 1806 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 2220.76 ms
[2022-04-11 14:12:19 main:574] : INFO : Epoch 1807 | loss: 0.0311859 | val_loss: 0.0311921 | Time: 2178.89 ms
[2022-04-11 14:12:22 main:574] : INFO : Epoch 1808 | loss: 0.0311812 | val_loss: 0.0311862 | Time: 2185.96 ms
[2022-04-11 14:12:24 main:574] : INFO : Epoch 1809 | loss: 0.0311806 | val_loss: 0.0311868 | Time: 2253.17 ms
[2022-04-11 14:12:26 main:574] : INFO : Epoch 1810 | loss: 0.0311832 | val_loss: 0.031198 | Time: 2296.63 ms
[2022-04-11 14:12:28 main:574] : INFO : Epoch 1811 | loss: 0.0312126 | val_loss: 0.0312216 | Time: 2296.97 ms
[2022-04-11 14:12:31 main:574] : INFO : Epoch 1812 | loss: 0.0312174 | val_loss: 0.031214 | Time: 2154.37 ms
[2022-04-11 14:12:33 main:574] : INFO : Epoch 1813 | loss: 0.0312157 | val_loss: 0.0312147 | Time: 2352.96 ms
[2022-04-11 14:12:35 main:574] : INFO : Epoch 1814 | loss: 0.0312156 | val_loss: 0.0312142 | Time: 2399.96 ms
[2022-04-11 14:12:38 main:574] : INFO : Epoch 1815 | loss: 0.0312152 | val_loss: 0.0312169 | Time: 2171.12 ms
[2022-04-11 14:12:40 main:574] : INFO : Epoch 1816 | loss: 0.0312137 | val_loss: 0.0312116 | Time: 2163.1 ms
[2022-04-11 14:12:42 main:574] : INFO : Epoch 1817 | loss: 0.0312161 | val_loss: 0.0312106 | Time: 2248.55 ms
[2022-04-11 14:12:44 main:574] : INFO : Epoch 1818 | loss: 0.0312126 | val_loss: 0.0312124 | Time: 2205.1 ms
[2022-04-11 14:12:46 main:574] : INFO : Epoch 1819 | loss: 0.0312112 | val_loss: 0.0312099 | Time: 2198.8 ms
[2022-04-11 14:12:48 main:574] : INFO : Epoch 1820 | loss: 0.0312098 | val_loss: 0.0312098 | Time: 2121.33 ms
[2022-04-11 14:12:51 main:574] : INFO : Epoch 1821 | loss: 0.0312143 | val_loss: 0.0312089 | Time: 2155.59 ms
[2022-04-11 14:12:53 main:574] : INFO : Epoch 1822 | loss: 0.0312148 | val_loss: 0.0312156 | Time: 2156.92 ms
[2022-04-11 14:12:55 main:574] : INFO : Epoch 1823 | loss: 0.0312134 | val_loss: 0.0312264 | Time: 2144.15 ms
[2022-04-11 14:12:57 main:574] : INFO : Epoch 1824 | loss: 0.0312145 | val_loss: 0.0312099 | Time: 2155.96 ms
[2022-04-11 14:12:59 main:574] : INFO : Epoch 1825 | loss: 0.0312104 | val_loss: 0.0312065 | Time: 2166.59 ms
[2022-04-11 14:13:02 main:574] : INFO : Epoch 1826 | loss: 0.0312106 | val_loss: 0.0312076 | Time: 2241.82 ms
[2022-04-11 14:13:04 main:574] : INFO : Epoch 1827 | loss: 0.0312134 | val_loss: 0.0312159 | Time: 2264.97 ms
[2022-04-11 14:13:06 main:574] : INFO : Epoch 1828 | loss: 0.0312118 | val_loss: 0.031208 | Time: 2276.7 ms
[2022-04-11 14:13:08 main:574] : INFO : Epoch 1829 | loss: 0.0312084 | val_loss: 0.031207 | Time: 2224.15 ms
[2022-04-11 14:13:11 main:574] : INFO : Epoch 1830 | loss: 0.0312101 | val_loss: 0.0312171 | Time: 2188.99 ms
[2022-04-11 14:13:13 main:574] : INFO : Epoch 1831 | loss: 0.0312111 | val_loss: 0.0312075 | Time: 2284.87 ms
[2022-04-11 14:13:15 main:574] : INFO : Epoch 1832 | loss: 0.0312106 | val_loss: 0.0312063 | Time: 2163.36 ms
[2022-04-11 14:13:17 main:574] : INFO : Epoch 1833 | loss: 0.0312072 | val_loss: 0.0312153 | Time: 2176.41 ms
[2022-04-11 14:13:19 main:574] : INFO : Epoch 1834 | loss: 0.0312089 | val_loss: 0.0312055 | Time: 2269.37 ms
[2022-04-11 14:13:22 main:574] : INFO : Epoch 1835 | loss: 0.0312061 | val_loss: 0.031204 | Time: 2148.77 ms
[2022-04-11 14:13:24 main:574] : INFO : Epoch 1836 | loss: 0.0312071 | val_loss: 0.0312088 | Time: 2270.09 ms
[2022-04-11 14:13:26 main:574] : INFO : Epoch 1837 | loss: 0.0312083 | val_loss: 0.0312083 | Time: 2264.78 ms
[2022-04-11 14:13:28 main:574] : INFO : Epoch 1838 | loss: 0.0312074 | val_loss: 0.0312067 | Time: 2251.37 ms
[2022-04-11 14:13:31 main:574] : INFO : Epoch 1839 | loss: 0.0312092 | val_loss: 0.0312032 | Time: 2180.96 ms
[2022-04-11 14:13:33 main:574] : INFO : Epoch 1840 | loss: 0.0312073 | val_loss: 0.031217 | Time: 2227.47 ms
[2022-04-11 14:13:35 main:574] : INFO : Epoch 1841 | loss: 0.0312177 | val_loss: 0.0312064 | Time: 2302.96 ms
[2022-04-11 14:13:37 main:574] : INFO : Epoch 1842 | loss: 0.0312121 | val_loss: 0.0312113 | Time: 2384.69 ms
[2022-04-11 14:13:40 main:574] : INFO : Epoch 1843 | loss: 0.0312082 | val_loss: 0.0312039 | Time: 2179.37 ms
[2022-04-11 14:13:42 main:574] : INFO : Epoch 1844 | loss: 0.0312046 | val_loss: 0.0312027 | Time: 2172.16 ms
[2022-04-11 14:13:44 main:574] : INFO : Epoch 1845 | loss: 0.0312107 | val_loss: 0.0312089 | Time: 2136.69 ms
[2022-04-11 14:13:46 main:574] : INFO : Epoch 1846 | loss: 0.0312068 | val_loss: 0.0312061 | Time: 2190.3 ms
[2022-04-11 14:13:48 main:574] : INFO : Epoch 1847 | loss: 0.0312076 | val_loss: 0.0312082 | Time: 2117.86 ms
[2022-04-11 14:13:51 main:574] : INFO : Epoch 1848 | loss: 0.0312044 | val_loss: 0.0312148 | Time: 2198.95 ms
[2022-04-11 14:13:53 main:574] : INFO : Epoch 1849 | loss: 0.0312092 | val_loss: 0.0312038 | Time: 2202.85 ms
[2022-04-11 14:13:55 main:574] : INFO : Epoch 1850 | loss: 0.0312097 | val_loss: 0.0312048 | Time: 2199.89 ms
[2022-04-11 14:13:57 main:574] : INFO : Epoch 1851 | loss: 0.0312069 | val_loss: 0.0312095 | Time: 2165.51 ms
[2022-04-11 14:13:59 main:574] : INFO : Epoch 1852 | loss: 0.0312106 | val_loss: 0.0312028 | Time: 2284.25 ms
[2022-04-11 14:14:02 main:574] : INFO : Epoch 1853 | loss: 0.0312141 | val_loss: 0.0312159 | Time: 2165.85 ms
[2022-04-11 14:14:04 main:574] : INFO : Epoch 1854 | loss: 0.0312081 | val_loss: 0.0312053 | Time: 2213.41 ms
[2022-04-11 14:14:06 main:574] : INFO : Epoch 1855 | loss: 0.0312057 | val_loss: 0.0312084 | Time: 2191.81 ms
[2022-04-11 14:14:08 main:574] : INFO : Epoch 1856 | loss: 0.0312062 | val_loss: 0.0312037 | Time: 2209.09 ms
[2022-04-11 14:14:10 main:574] : INFO : Epoch 1857 | loss: 0.0312106 | val_loss: 0.0312047 | Time: 2217.05 ms
[2022-04-11 14:14:13 main:574] : INFO : Epoch 1858 | loss: 0.0312072 | val_loss: 0.031206 | Time: 2228.75 ms
[2022-04-11 14:14:15 main:574] : INFO : Epoch 1859 | loss: 0.0312116 | val_loss: 0.031208 | Time: 2171.37 ms
[2022-04-11 14:14:17 main:574] : INFO : Epoch 1860 | loss: 0.0312094 | val_loss: 0.0312042 | Time: 2298.58 ms
[2022-04-11 14:14:19 main:574] : INFO : Epoch 1861 | loss: 0.0312057 | val_loss: 0.0312063 | Time: 2253.66 ms
[2022-04-11 14:14:22 main:574] : INFO : Epoch 1862 | loss: 0.0312046 | val_loss: 0.0312072 | Time: 2220.25 ms
[2022-04-11 14:14:24 main:574] : INFO : Epoch 1863 | loss: 0.0312034 | val_loss: 0.0312081 | Time: 2353.16 ms
[2022-04-11 14:14:26 main:574] : INFO : Epoch 1864 | loss: 0.0312073 | val_loss: 0.0312079 | Time: 2223.79 ms
[2022-04-11 14:14:29 main:574] : INFO : Epoch 1865 | loss: 0.031207 | val_loss: 0.031202 | Time: 2295.26 ms
[2022-04-11 14:14:31 main:574] : INFO : Epoch 1866 | loss: 0.0312056 | val_loss: 0.0312041 | Time: 2250.11 ms
[2022-04-11 14:14:33 main:574] : INFO : Epoch 1867 | loss: 0.0312069 | val_loss: 0.0312037 | Time: 2212.54 ms
[2022-04-11 14:14:35 main:574] : INFO : Epoch 1868 | loss: 0.0312049 | val_loss: 0.0312042 | Time: 2163.21 ms
[2022-04-11 14:14:37 main:574] : INFO : Epoch 1869 | loss: 0.0312035 | val_loss: 0.031208 | Time: 2161.17 ms
[2022-04-11 14:14:39 main:574] : INFO : Epoch 1870 | loss: 0.0312098 | val_loss: 0.0312049 | Time: 2150.65 ms
[2022-04-11 14:14:42 main:574] : INFO : Epoch 1871 | loss: 0.0312047 | val_loss: 0.0312047 | Time: 2160.94 ms
[2022-04-11 14:14:44 main:574] : INFO : Epoch 1872 | loss: 0.0312085 | val_loss: 0.0312081 | Time: 2203.81 ms
[2022-04-11 14:14:46 main:574] : INFO : Epoch 1873 | loss: 0.0312076 | val_loss: 0.0312116 | Time: 2220 ms
[2022-04-11 14:14:48 main:574] : INFO : Epoch 1874 | loss: 0.0312095 | val_loss: 0.0312031 | Time: 2227.88 ms
[2022-04-11 14:14:51 main:574] : INFO : Epoch 1875 | loss: 0.0312069 | val_loss: 0.031207 | Time: 2344 ms
[2022-04-11 14:14:53 main:574] : INFO : Epoch 1876 | loss: 0.0312054 | val_loss: 0.031204 | Time: 2139.77 ms
[2022-04-11 14:14:55 main:574] : INFO : Epoch 1877 | loss: 0.0312086 | val_loss: 0.0312075 | Time: 2265.99 ms
[2022-04-11 14:14:57 main:574] : INFO : Epoch 1878 | loss: 0.0312104 | val_loss: 0.031216 | Time: 2235.53 ms
[2022-04-11 14:15:00 main:574] : INFO : Epoch 1879 | loss: 0.031207 | val_loss: 0.0312022 | Time: 2305.63 ms
[2022-04-11 14:15:02 main:574] : INFO : Epoch 1880 | loss: 0.0312043 | val_loss: 0.031203 | Time: 2213.21 ms
[2022-04-11 14:15:04 main:574] : INFO : Epoch 1881 | loss: 0.0312033 | val_loss: 0.0312094 | Time: 2183.41 ms
[2022-04-11 14:15:06 main:574] : INFO : Epoch 1882 | loss: 0.0312027 | val_loss: 0.0312014 | Time: 2248.12 ms
[2022-04-11 14:15:09 main:574] : INFO : Epoch 1883 | loss: 0.0312029 | val_loss: 0.0312028 | Time: 2268.5 ms
[2022-04-11 14:15:11 main:574] : INFO : Epoch 1884 | loss: 0.0312098 | val_loss: 0.0312238 | Time: 2217.03 ms
[2022-04-11 14:15:13 main:574] : INFO : Epoch 1885 | loss: 0.031211 | val_loss: 0.0312036 | Time: 2322.84 ms
[2022-04-11 14:15:15 main:574] : INFO : Epoch 1886 | loss: 0.0312071 | val_loss: 0.0312054 | Time: 2314.34 ms
[2022-04-11 14:15:18 main:574] : INFO : Epoch 1887 | loss: 0.0312074 | val_loss: 0.0312016 | Time: 2326.89 ms
[2022-04-11 14:15:20 main:574] : INFO : Epoch 1888 | loss: 0.0312032 | val_loss: 0.0312011 | Time: 2307.76 ms
[2022-04-11 14:15:22 main:574] : INFO : Epoch 1889 | loss: 0.0312125 | val_loss: 0.0312116 | Time: 2239.39 ms
[2022-04-11 14:15:24 main:574] : INFO : Epoch 1890 | loss: 0.03121 | val_loss: 0.0312079 | Time: 2161.74 ms
[2022-04-11 14:15:27 main:574] : INFO : Epoch 1891 | loss: 0.0312087 | val_loss: 0.0312111 | Time: 2353.11 ms
[2022-04-11 14:15:29 main:574] : INFO : Epoch 1892 | loss: 0.0312082 | val_loss: 0.0312012 | Time: 2168.98 ms
[2022-04-11 14:15:31 main:574] : INFO : Epoch 1893 | loss: 0.0312032 | val_loss: 0.0312058 | Time: 2205.85 ms
[2022-04-11 14:15:33 main:574] : INFO : Epoch 1894 | loss: 0.0312109 | val_loss: 0.0312046 | Time: 2228.8 ms
[2022-04-11 14:15:36 main:574] : INFO : Epoch 1895 | loss: 0.0312049 | val_loss: 0.0312032 | Time: 2369.4 ms
[2022-04-11 14:15:38 main:574] : INFO : Epoch 1896 | loss: 0.0312047 | val_loss: 0.0312109 | Time: 2194.57 ms
[2022-04-11 14:15:40 main:574] : INFO : Epoch 1897 | loss: 0.0312065 | val_loss: 0.0312011 | Time: 2210.95 ms
[2022-04-11 14:15:43 main:574] : INFO : Epoch 1898 | loss: 0.031206 | val_loss: 0.0312045 | Time: 2298.1 ms
[2022-04-11 14:15:45 main:574] : INFO : Epoch 1899 | loss: 0.0312061 | val_loss: 0.0312013 | Time: 2298.07 ms
[2022-04-11 14:15:47 main:574] : INFO : Epoch 1900 | loss: 0.0312023 | val_loss: 0.0312015 | Time: 2207.77 ms
[2022-04-11 14:15:49 main:574] : INFO : Epoch 1901 | loss: 0.0312043 | val_loss: 0.0312131 | Time: 2190.69 ms
[2022-04-11 14:15:51 main:574] : INFO : Epoch 1902 | loss: 0.0312093 | val_loss: 0.0312156 | Time: 2191.7 ms
[2022-04-11 14:15:54 main:574] : INFO : Epoch 1903 | loss: 0.0312104 | val_loss: 0.0312023 | Time: 2176.95 ms
[2022-04-11 14:15:56 main:574] : INFO : Epoch 1904 | loss: 0.0312048 | val_loss: 0.0312023 | Time: 2300.26 ms
[2022-04-11 14:15:58 main:574] : INFO : Epoch 1905 | loss: 0.0312023 | val_loss: 0.0312004 | Time: 2271.16 ms
[2022-04-11 14:16:00 main:574] : INFO : Epoch 1906 | loss: 0.0312021 | val_loss: 0.0312009 | Time: 2235.75 ms
[2022-04-11 14:16:03 main:574] : INFO : Epoch 1907 | loss: 0.0312025 | val_loss: 0.0312033 | Time: 2263.23 ms
[2022-04-11 14:16:05 main:574] : INFO : Epoch 1908 | loss: 0.0312032 | val_loss: 0.0312007 | Time: 2178.28 ms
[2022-04-11 14:16:07 main:574] : INFO : Epoch 1909 | loss: 0.0312058 | val_loss: 0.0312021 | Time: 2239.22 ms
[2022-04-11 14:16:09 main:574] : INFO : Epoch 1910 | loss: 0.0312053 | val_loss: 0.0312031 | Time: 2236.87 ms
[2022-04-11 14:16:12 main:574] : INFO : Epoch 1911 | loss: 0.0312073 | val_loss: 0.0312061 | Time: 2315.06 ms
[2022-04-11 14:16:14 main:574] : INFO : Epoch 1912 | loss: 0.0312051 | val_loss: 0.0312053 | Time: 2137.57 ms
[2022-04-11 14:16:16 main:574] : INFO : Epoch 1913 | loss: 0.0312076 | val_loss: 0.0312022 | Time: 2229.47 ms
[2022-04-11 14:16:19 main:574] : INFO : Epoch 1914 | loss: 0.0312023 | val_loss: 0.0312001 | Time: 2434.11 ms
[2022-04-11 14:16:21 main:574] : INFO : Epoch 1915 | loss: 0.031204 | val_loss: 0.0312033 | Time: 2206.67 ms
[2022-04-11 14:16:23 main:574] : INFO : Epoch 1916 | loss: 0.0312039 | val_loss: 0.0312011 | Time: 2165.66 ms
[2022-04-11 14:16:25 main:574] : INFO : Epoch 1917 | loss: 0.0312027 | val_loss: 0.0312001 | Time: 2160.17 ms
[2022-04-11 14:16:27 main:574] : INFO : Epoch 1918 | loss: 0.031209 | val_loss: 0.0312046 | Time: 2211.44 ms
[2022-04-11 14:16:29 main:574] : INFO : Epoch 1919 | loss: 0.0312045 | val_loss: 0.0312017 | Time: 2140 ms
[2022-04-11 14:16:32 main:574] : INFO : Epoch 1920 | loss: 0.0312033 | val_loss: 0.0311999 | Time: 2155.81 ms
[2022-04-11 14:16:34 main:574] : INFO : Epoch 1921 | loss: 0.0312027 | val_loss: 0.0312009 | Time: 2178.64 ms
[2022-04-11 14:16:36 main:574] : INFO : Epoch 1922 | loss: 0.0312028 | val_loss: 0.0312045 | Time: 2307.43 ms
[2022-04-11 14:16:38 main:574] : INFO : Epoch 1923 | loss: 0.0312029 | val_loss: 0.0312012 | Time: 2164.38 ms
[2022-04-11 14:16:41 main:574] : INFO : Epoch 1924 | loss: 0.0312029 | val_loss: 0.0312002 | Time: 2274.93 ms
[2022-04-11 14:16:43 main:574] : INFO : Epoch 1925 | loss: 0.0312026 | val_loss: 0.0312021 | Time: 2142.56 ms
[2022-04-11 14:16:45 main:574] : INFO : Epoch 1926 | loss: 0.0312028 | val_loss: 0.0312003 | Time: 2131.57 ms
[2022-04-11 14:16:47 main:574] : INFO : Epoch 1927 | loss: 0.0312026 | val_loss: 0.0312038 | Time: 2204.72 ms
[2022-04-11 14:16:49 main:574] : INFO : Epoch 1928 | loss: 0.0312034 | val_loss: 0.0311999 | Time: 2228.57 ms
[2022-04-11 14:16:51 main:574] : INFO : Epoch 1929 | loss: 0.0312028 | val_loss: 0.0312003 | Time: 2181.8 ms
[2022-04-11 14:16:54 main:574] : INFO : Epoch 1930 | loss: 0.0312079 | val_loss: 0.0312079 | Time: 2157.24 ms
[2022-04-11 14:16:56 main:574] : INFO : Epoch 1931 | loss: 0.0312078 | val_loss: 0.0312018 | Time: 2202.36 ms
[2022-04-11 14:16:58 main:574] : INFO : Epoch 1932 | loss: 0.0312098 | val_loss: 0.0312103 | Time: 2227.17 ms
[2022-04-11 14:17:00 main:574] : INFO : Epoch 1933 | loss: 0.031204 | val_loss: 0.0312015 | Time: 2226.26 ms
[2022-04-11 14:17:03 main:574] : INFO : Epoch 1934 | loss: 0.031203 | val_loss: 0.031203 | Time: 2222.28 ms
[2022-04-11 14:17:05 main:574] : INFO : Epoch 1935 | loss: 0.0312061 | val_loss: 0.0312018 | Time: 2224.18 ms
[2022-04-11 14:17:07 main:574] : INFO : Epoch 1936 | loss: 0.0312075 | val_loss: 0.0312023 | Time: 2196.42 ms
[2022-04-11 14:17:09 main:574] : INFO : Epoch 1937 | loss: 0.0312074 | val_loss: 0.0312089 | Time: 2186.8 ms
[2022-04-11 14:17:11 main:574] : INFO : Epoch 1938 | loss: 0.0312039 | val_loss: 0.0312008 | Time: 2174.4 ms
[2022-04-11 14:17:14 main:574] : INFO : Epoch 1939 | loss: 0.0312051 | val_loss: 0.0312116 | Time: 2201.73 ms
[2022-04-11 14:17:16 main:574] : INFO : Epoch 1940 | loss: 0.0312048 | val_loss: 0.0312021 | Time: 2171.78 ms
[2022-04-11 14:17:18 main:574] : INFO : Epoch 1941 | loss: 0.0312029 | val_loss: 0.0312005 | Time: 2335.32 ms
[2022-04-11 14:17:20 main:574] : INFO : Epoch 1942 | loss: 0.0312021 | val_loss: 0.0312103 | Time: 2235.4 ms
[2022-04-11 14:17:22 main:574] : INFO : Epoch 1943 | loss: 0.0312042 | val_loss: 0.0312008 | Time: 2156.17 ms
[2022-04-11 14:17:25 main:574] : INFO : Epoch 1944 | loss: 0.031203 | val_loss: 0.0312014 | Time: 2134.01 ms
[2022-04-11 14:17:27 main:574] : INFO : Epoch 1945 | loss: 0.0312027 | val_loss: 0.0312 | Time: 2287.08 ms
[2022-04-11 14:17:29 main:574] : INFO : Epoch 1946 | loss: 0.0312025 | val_loss: 0.031201 | Time: 2120.16 ms
[2022-04-11 14:17:31 main:574] : INFO : Epoch 1947 | loss: 0.0312043 | val_loss: 0.0312005 | Time: 2318.11 ms
[2022-04-11 14:17:34 main:574] : INFO : Epoch 1948 | loss: 0.0312028 | val_loss: 0.0311998 | Time: 2212.1 ms
[2022-04-11 14:17:36 main:574] : INFO : Epoch 1949 | loss: 0.0312029 | val_loss: 0.0311998 | Time: 2271.34 ms
[2022-04-11 14:17:38 main:574] : INFO : Epoch 1950 | loss: 0.0312041 | val_loss: 0.0312035 | Time: 2263.46 ms
[2022-04-11 14:17:40 main:574] : INFO : Epoch 1951 | loss: 0.0312029 | val_loss: 0.0312057 | Time: 2275.73 ms
[2022-04-11 14:17:43 main:574] : INFO : Epoch 1952 | loss: 0.0312018 | val_loss: 0.0311995 | Time: 2249.53 ms
[2022-04-11 14:17:45 main:574] : INFO : Epoch 1953 | loss: 0.0312026 | val_loss: 0.0312029 | Time: 2233.17 ms
[2022-04-11 14:17:47 main:574] : INFO : Epoch 1954 | loss: 0.0312043 | val_loss: 0.0312025 | Time: 2228.45 ms
[2022-04-11 14:17:49 main:574] : INFO : Epoch 1955 | loss: 0.0312025 | val_loss: 0.0312003 | Time: 2172.93 ms
[2022-04-11 14:17:52 main:574] : INFO : Epoch 1956 | loss: 0.0312038 | val_loss: 0.0311999 | Time: 2293.96 ms
[2022-04-11 14:17:54 main:574] : INFO : Epoch 1957 | loss: 0.0312041 | val_loss: 0.0312033 | Time: 2167.85 ms
[2022-04-11 14:17:56 main:574] : INFO : Epoch 1958 | loss: 0.0312028 | val_loss: 0.0311998 | Time: 2070.74 ms
[2022-04-11 14:17:58 main:574] : INFO : Epoch 1959 | loss: 0.0312032 | val_loss: 0.0312001 | Time: 2215.34 ms
[2022-04-11 14:18:00 main:574] : INFO : Epoch 1960 | loss: 0.031203 | val_loss: 0.0312002 | Time: 2177.77 ms
[2022-04-11 14:18:02 main:574] : INFO : Epoch 1961 | loss: 0.0312046 | val_loss: 0.0312027 | Time: 2258.42 ms
[2022-04-11 14:18:05 main:574] : INFO : Epoch 1962 | loss: 0.0312034 | val_loss: 0.0311998 | Time: 2186.2 ms
[2022-04-11 14:18:07 main:574] : INFO : Epoch 1963 | loss: 0.0312041 | val_loss: 0.0312023 | Time: 2101.25 ms
[2022-04-11 14:18:09 main:574] : INFO : Epoch 1964 | loss: 0.0312032 | val_loss: 0.0311999 | Time: 2252.78 ms
[2022-04-11 14:18:11 main:574] : INFO : Epoch 1965 | loss: 0.0312026 | val_loss: 0.0312017 | Time: 2268.74 ms
[2022-04-11 14:18:13 main:574] : INFO : Epoch 1966 | loss: 0.0312016 | val_loss: 0.0311995 | Time: 2164.41 ms
[2022-04-11 14:18:16 main:574] : INFO : Epoch 1967 | loss: 0.031203 | val_loss: 0.0312078 | Time: 2206.79 ms
[2022-04-11 14:18:18 main:574] : INFO : Epoch 1968 | loss: 0.0312044 | val_loss: 0.0312001 | Time: 2347.86 ms
[2022-04-11 14:18:20 main:574] : INFO : Epoch 1969 | loss: 0.0312017 | val_loss: 0.0312001 | Time: 2176.91 ms
[2022-04-11 14:18:23 main:574] : INFO : Epoch 1970 | loss: 0.031204 | val_loss: 0.0311999 | Time: 2257.8 ms
[2022-04-11 14:18:25 main:574] : INFO : Epoch 1971 | loss: 0.0312089 | val_loss: 0.0312089 | Time: 2281.21 ms
[2022-04-11 14:18:27 main:574] : INFO : Epoch 1972 | loss: 0.0312056 | val_loss: 0.0312032 | Time: 2305.9 ms
[2022-04-11 14:18:29 main:574] : INFO : Epoch 1973 | loss: 0.0312034 | val_loss: 0.0312016 | Time: 2160.81 ms
[2022-04-11 14:18:32 main:574] : INFO : Epoch 1974 | loss: 0.0312034 | val_loss: 0.0312037 | Time: 2222.81 ms
[2022-04-11 14:18:34 main:574] : INFO : Epoch 1975 | loss: 0.0312032 | val_loss: 0.0312003 | Time: 2210.64 ms
[2022-04-11 14:18:36 main:574] : INFO : Epoch 1976 | loss: 0.0312027 | val_loss: 0.0312037 | Time: 2196.19 ms
[2022-04-11 14:18:38 main:574] : INFO : Epoch 1977 | loss: 0.031203 | val_loss: 0.0312061 | Time: 2237.56 ms
[2022-04-11 14:18:40 main:574] : INFO : Epoch 1978 | loss: 0.0312067 | val_loss: 0.0312016 | Time: 2312.83 ms
[2022-04-11 14:18:43 main:574] : INFO : Epoch 1979 | loss: 0.0312031 | val_loss: 0.0312069 | Time: 2199.08 ms
[2022-04-11 14:18:45 main:574] : INFO : Epoch 1980 | loss: 0.0312033 | val_loss: 0.0312001 | Time: 2282.26 ms
[2022-04-11 14:18:47 main:574] : INFO : Epoch 1981 | loss: 0.0312042 | val_loss: 0.0312005 | Time: 2239.87 ms
[2022-04-11 14:18:49 main:574] : INFO : Epoch 1982 | loss: 0.0312053 | val_loss: 0.0312006 | Time: 2217.99 ms
[2022-04-11 14:18:52 main:574] : INFO : Epoch 1983 | loss: 0.0312047 | val_loss: 0.0312016 | Time: 2300.15 ms
[2022-04-11 14:18:54 main:574] : INFO : Epoch 1984 | loss: 0.0312043 | val_loss: 0.0312013 | Time: 2109.26 ms
[2022-04-11 14:18:56 main:574] : INFO : Epoch 1985 | loss: 0.0312048 | val_loss: 0.0312013 | Time: 2234.48 ms
[2022-04-11 14:18:58 main:574] : INFO : Epoch 1986 | loss: 0.0312027 | val_loss: 0.0312 | Time: 2172.64 ms
[2022-04-11 14:19:00 main:574] : INFO : Epoch 1987 | loss: 0.0312025 | val_loss: 0.0312019 | Time: 2203.56 ms
[2022-04-11 14:19:03 main:574] : INFO : Epoch 1988 | loss: 0.0312049 | val_loss: 0.0312023 | Time: 2204.01 ms
[2022-04-11 14:19:05 main:574] : INFO : Epoch 1989 | loss: 0.0312028 | val_loss: 0.0311999 | Time: 2245.74 ms
[2022-04-11 14:19:07 main:574] : INFO : Epoch 1990 | loss: 0.0312013 | val_loss: 0.0312013 | Time: 2267.02 ms
[2022-04-11 14:19:09 main:574] : INFO : Epoch 1991 | loss: 0.0312024 | val_loss: 0.0312001 | Time: 2195.46 ms
[2022-04-11 14:19:12 main:574] : INFO : Epoch 1992 | loss: 0.0312026 | val_loss: 0.0312004 | Time: 2147.44 ms
[2022-04-11 14:19:14 main:574] : INFO : Epoch 1993 | loss: 0.0312036 | val_loss: 0.0312 | Time: 2297.72 ms
[2022-04-11 14:19:16 main:574] : INFO : Epoch 1994 | loss: 0.0312045 | val_loss: 0.0312005 | Time: 2403.56 ms
[2022-04-11 14:19:18 main:574] : INFO : Epoch 1995 | loss: 0.031211 | val_loss: 0.0312215 | Time: 2150.18 ms
[2022-04-11 14:19:21 main:574] : INFO : Epoch 1996 | loss: 0.0312082 | val_loss: 0.031205 | Time: 2263.41 ms
[2022-04-11 14:19:23 main:574] : INFO : Epoch 1997 | loss: 0.0312031 | val_loss: 0.031206 | Time: 2148.49 ms
[2022-04-11 14:19:25 main:574] : INFO : Epoch 1998 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 2241.18 ms
[2022-04-11 14:19:27 main:574] : INFO : Epoch 1999 | loss: 0.0312033 | val_loss: 0.0312063 | Time: 2167.02 ms
[2022-04-11 14:19:30 main:574] : INFO : Epoch 2000 | loss: 0.0312046 | val_loss: 0.0312036 | Time: 2292.1 ms
[2022-04-11 14:19:32 main:574] : INFO : Epoch 2001 | loss: 0.0312034 | val_loss: 0.0312003 | Time: 2199.45 ms
[2022-04-11 14:19:34 main:574] : INFO : Epoch 2002 | loss: 0.0312021 | val_loss: 0.0311996 | Time: 2241.87 ms
[2022-04-11 14:19:36 main:574] : INFO : Epoch 2003 | loss: 0.0312034 | val_loss: 0.0312062 | Time: 2173.93 ms
[2022-04-11 14:19:38 main:574] : INFO : Epoch 2004 | loss: 0.0312073 | val_loss: 0.0312005 | Time: 2265.52 ms
[2022-04-11 14:19:41 main:574] : INFO : Epoch 2005 | loss: 0.031202 | val_loss: 0.0312015 | Time: 2194.82 ms
[2022-04-11 14:19:43 main:574] : INFO : Epoch 2006 | loss: 0.0312042 | val_loss: 0.0312015 | Time: 2287.69 ms
[2022-04-11 14:19:45 main:574] : INFO : Epoch 2007 | loss: 0.0312018 | val_loss: 0.0311997 | Time: 2277.13 ms
[2022-04-11 14:19:47 main:574] : INFO : Epoch 2008 | loss: 0.0312019 | val_loss: 0.0311998 | Time: 2209.7 ms
[2022-04-11 14:19:50 main:574] : INFO : Epoch 2009 | loss: 0.0312026 | val_loss: 0.0312018 | Time: 2142.74 ms
[2022-04-11 14:19:52 main:574] : INFO : Epoch 2010 | loss: 0.0312037 | val_loss: 0.0312026 | Time: 2219.96 ms
[2022-04-11 14:19:54 main:574] : INFO : Epoch 2011 | loss: 0.0312021 | val_loss: 0.0311996 | Time: 2173.01 ms
[2022-04-11 14:19:56 main:574] : INFO : Epoch 2012 | loss: 0.0312023 | val_loss: 0.0312011 | Time: 2233.49 ms
[2022-04-11 14:19:58 main:574] : INFO : Epoch 2013 | loss: 0.0312023 | val_loss: 0.0311998 | Time: 2219.28 ms
[2022-04-11 14:20:01 main:574] : INFO : Epoch 2014 | loss: 0.0312016 | val_loss: 0.0312012 | Time: 2272.82 ms
[2022-04-11 14:20:03 main:574] : INFO : Epoch 2015 | loss: 0.0312043 | val_loss: 0.0312059 | Time: 2269.86 ms
[2022-04-11 14:20:05 main:574] : INFO : Epoch 2016 | loss: 0.0312024 | val_loss: 0.0311998 | Time: 2280.14 ms
[2022-04-11 14:20:07 main:574] : INFO : Epoch 2017 | loss: 0.031204 | val_loss: 0.0312028 | Time: 2171.84 ms
[2022-04-11 14:20:10 main:574] : INFO : Epoch 2018 | loss: 0.0312028 | val_loss: 0.0312013 | Time: 2288.04 ms
[2022-04-11 14:20:12 main:574] : INFO : Epoch 2019 | loss: 0.031203 | val_loss: 0.0311998 | Time: 2233.97 ms
[2022-04-11 14:20:14 main:574] : INFO : Epoch 2020 | loss: 0.0312014 | val_loss: 0.0312025 | Time: 2252.52 ms
[2022-04-11 14:20:17 main:574] : INFO : Epoch 2021 | loss: 0.0312034 | val_loss: 0.0312004 | Time: 2229.88 ms
[2022-04-11 14:20:19 main:574] : INFO : Epoch 2022 | loss: 0.031203 | val_loss: 0.0311999 | Time: 2276.38 ms
[2022-04-11 14:20:21 main:574] : INFO : Epoch 2023 | loss: 0.0312025 | val_loss: 0.0312083 | Time: 2224.97 ms
[2022-04-11 14:20:23 main:574] : INFO : Epoch 2024 | loss: 0.0312048 | val_loss: 0.0312034 | Time: 2214.78 ms
[2022-04-11 14:20:25 main:574] : INFO : Epoch 2025 | loss: 0.0312028 | val_loss: 0.0312015 | Time: 2206.25 ms
[2022-04-11 14:20:28 main:574] : INFO : Epoch 2026 | loss: 0.0312032 | val_loss: 0.0312022 | Time: 2155.32 ms
[2022-04-11 14:20:30 main:574] : INFO : Epoch 2027 | loss: 0.0312045 | val_loss: 0.0312017 | Time: 2205.48 ms
[2022-04-11 14:20:32 main:574] : INFO : Epoch 2028 | loss: 0.0312046 | val_loss: 0.0312107 | Time: 2283.16 ms
[2022-04-11 14:20:34 main:574] : INFO : Epoch 2029 | loss: 0.031207 | val_loss: 0.0312038 | Time: 2192.51 ms
[2022-04-11 14:20:37 main:574] : INFO : Epoch 2030 | loss: 0.0312029 | val_loss: 0.0311997 | Time: 2237.99 ms
[2022-04-11 14:20:39 main:574] : INFO : Epoch 2031 | loss: 0.0312048 | val_loss: 0.0312132 | Time: 2247.67 ms
[2022-04-11 14:20:41 main:574] : INFO : Epoch 2032 | loss: 0.0312037 | val_loss: 0.031203 | Time: 2267.8 ms
[2022-04-11 14:20:43 main:574] : INFO : Epoch 2033 | loss: 0.0312041 | val_loss: 0.0312003 | Time: 2231.41 ms
[2022-04-11 14:20:46 main:574] : INFO : Epoch 2034 | loss: 0.031205 | val_loss: 0.031201 | Time: 2277.08 ms
[2022-04-11 14:20:48 main:574] : INFO : Epoch 2035 | loss: 0.0312053 | val_loss: 0.0312001 | Time: 2234.56 ms
[2022-04-11 14:20:50 main:574] : INFO : Epoch 2036 | loss: 0.0312048 | val_loss: 0.0312 | Time: 2279.22 ms
[2022-04-11 14:20:52 main:574] : INFO : Epoch 2037 | loss: 0.0312039 | val_loss: 0.0312019 | Time: 2262.83 ms
[2022-04-11 14:20:55 main:574] : INFO : Epoch 2038 | loss: 0.0312029 | val_loss: 0.0312012 | Time: 2254.02 ms
[2022-04-11 14:20:57 main:574] : INFO : Epoch 2039 | loss: 0.0312044 | val_loss: 0.0311998 | Time: 2310.35 ms
[2022-04-11 14:20:59 main:574] : INFO : Epoch 2040 | loss: 0.0312019 | val_loss: 0.0311997 | Time: 2217.51 ms
[2022-04-11 14:21:01 main:574] : INFO : Epoch 2041 | loss: 0.0312026 | val_loss: 0.0312031 | Time: 2308.36 ms
[2022-04-11 14:21:04 main:574] : INFO : Epoch 2042 | loss: 0.0312032 | val_loss: 0.0312018 | Time: 2248.12 ms
[2022-04-11 14:21:06 main:574] : INFO : Epoch 2043 | loss: 0.031206 | val_loss: 0.0312 | Time: 2177.11 ms
[2022-04-11 14:21:08 main:574] : INFO : Epoch 2044 | loss: 0.0312019 | val_loss: 0.0312005 | Time: 2180.63 ms
[2022-04-11 14:21:10 main:574] : INFO : Epoch 2045 | loss: 0.0312024 | val_loss: 0.0312009 | Time: 2218.19 ms
[2022-04-11 14:21:13 main:574] : INFO : Epoch 2046 | loss: 0.0312016 | val_loss: 0.0311993 | Time: 2353.15 ms
[2022-04-11 14:21:15 main:574] : INFO : Epoch 2047 | loss: 0.0312059 | val_loss: 0.0312081 | Time: 2153.88 ms
[2022-04-11 14:21:17 main:574] : INFO : Epoch 2048 | loss: 0.0312073 | val_loss: 0.0312017 | Time: 2158.91 ms
[2022-04-11 14:21:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312017
[2022-04-11 14:21:17 main:603] : INFO : Saving end state to config to file
[2022-04-11 14:21:17 main:608] : INFO : Success, exiting..
14:21:17 (30472): 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)