Task 14594615
| Name | ParityModified-1647047794-9779-1-0_1 |
| Workunit | 11032942 |
| Created | 10 Apr 2022, 1:12:16 UTC |
| Sent | 10 Apr 2022, 3:09:16 UTC |
| Report deadline | 18 Apr 2022, 3:09:16 UTC |
| Received | 10 Apr 2022, 19:14:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 6 min 57 sec |
| CPU time | 1 hours 6 min 38 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: 0.0311986 | val_loss: 0.0311933 | Time: 1956.73 ms
[2022-04-10 13:57:20 main:574] : INFO : Epoch 1543 | loss: 0.0311985 | val_loss: 0.0312196 | Time: 1960.02 ms
[2022-04-10 13:57:22 main:574] : INFO : Epoch 1544 | loss: 0.0312022 | val_loss: 0.0312017 | Time: 1957.52 ms
[2022-04-10 13:57:24 main:574] : INFO : Epoch 1545 | loss: 0.0311997 | val_loss: 0.0311967 | Time: 1965.61 ms
[2022-04-10 13:57:26 main:574] : INFO : Epoch 1546 | loss: 0.0312031 | val_loss: 0.0311964 | Time: 1951.81 ms
[2022-04-10 13:57:28 main:574] : INFO : Epoch 1547 | loss: 0.0311941 | val_loss: 0.0311921 | Time: 1955.64 ms
[2022-04-10 13:57:30 main:574] : INFO : Epoch 1548 | loss: 0.0311938 | val_loss: 0.0311929 | Time: 1960.76 ms
[2022-04-10 13:57:32 main:574] : INFO : Epoch 1549 | loss: 0.0311942 | val_loss: 0.0311916 | Time: 1996.46 ms
[2022-04-10 13:57:34 main:574] : INFO : Epoch 1550 | loss: 0.0311968 | val_loss: 0.0312061 | Time: 1941.66 ms
[2022-04-10 13:57:36 main:574] : INFO : Epoch 1551 | loss: 0.0311973 | val_loss: 0.0311936 | Time: 1945 ms
[2022-04-10 13:57:38 main:574] : INFO : Epoch 1552 | loss: 0.0311931 | val_loss: 0.031199 | Time: 1939.71 ms
[2022-04-10 13:57:40 main:574] : INFO : Epoch 1553 | loss: 0.0311985 | val_loss: 0.0312087 | Time: 1941.04 ms
[2022-04-10 13:57:42 main:574] : INFO : Epoch 1554 | loss: 0.0311971 | val_loss: 0.0312016 | Time: 1931.54 ms
[2022-04-10 13:57:44 main:574] : INFO : Epoch 1555 | loss: 0.0311991 | val_loss: 0.0311907 | Time: 1950.15 ms
[2022-04-10 13:57:46 main:574] : INFO : Epoch 1556 | loss: 0.0311927 | val_loss: 0.03119 | Time: 1947.07 ms
[2022-04-10 13:57:48 main:574] : INFO : Epoch 1557 | loss: 0.0311957 | val_loss: 0.0311924 | Time: 1993.33 ms
[2022-04-10 13:57:49 main:574] : INFO : Epoch 1558 | loss: 0.0311931 | val_loss: 0.0311893 | Time: 1955.64 ms
[2022-04-10 13:57:51 main:574] : INFO : Epoch 1559 | loss: 0.0311921 | val_loss: 0.0312038 | Time: 1977.2 ms
[2022-04-10 13:57:53 main:574] : INFO : Epoch 1560 | loss: 0.0311944 | val_loss: 0.0311917 | Time: 1941.3 ms
[2022-04-10 13:57:55 main:574] : INFO : Epoch 1561 | loss: 0.0311941 | val_loss: 0.0311893 | Time: 1929.48 ms
[2022-04-10 13:57:57 main:574] : INFO : Epoch 1562 | loss: 0.0311918 | val_loss: 0.0311883 | Time: 1936.62 ms
[2022-04-10 13:57:59 main:574] : INFO : Epoch 1563 | loss: 0.0311895 | val_loss: 0.0311941 | Time: 1928.62 ms
[2022-04-10 13:58:01 main:574] : INFO : Epoch 1564 | loss: 0.031189 | val_loss: 0.0311878 | Time: 1961.93 ms
[2022-04-10 13:58:03 main:574] : INFO : Epoch 1565 | loss: 0.0311899 | val_loss: 0.0311912 | Time: 1924.21 ms
[2022-04-10 13:58:05 main:574] : INFO : Epoch 1566 | loss: 0.031192 | val_loss: 0.0311874 | Time: 1946.66 ms
[2022-04-10 13:58:07 main:574] : INFO : Epoch 1567 | loss: 0.0312074 | val_loss: 0.0311952 | Time: 1942.52 ms
[2022-04-10 13:58:09 main:574] : INFO : Epoch 1568 | loss: 0.0311953 | val_loss: 0.0311915 | Time: 1953.8 ms
[2022-04-10 13:58:11 main:574] : INFO : Epoch 1569 | loss: 0.0311915 | val_loss: 0.0311872 | Time: 1926.67 ms
[2022-04-10 13:58:13 main:574] : INFO : Epoch 1570 | loss: 0.0311888 | val_loss: 0.0311861 | Time: 1931.12 ms
[2022-04-10 13:58:15 main:574] : INFO : Epoch 1571 | loss: 0.0311991 | val_loss: 0.0311973 | Time: 1942.44 ms
[2022-04-10 13:58:17 main:574] : INFO : Epoch 1572 | loss: 0.0311928 | val_loss: 0.0311864 | Time: 1920.98 ms
[2022-04-10 13:58:19 main:574] : INFO : Epoch 1573 | loss: 0.0311996 | val_loss: 0.0312165 | Time: 1958.22 ms
[2022-04-10 13:58:21 main:574] : INFO : Epoch 1574 | loss: 0.0311955 | val_loss: 0.0311933 | Time: 1939.45 ms
[2022-04-10 13:58:23 main:574] : INFO : Epoch 1575 | loss: 0.0311912 | val_loss: 0.0311926 | Time: 1972.35 ms
[2022-04-10 13:58:25 main:574] : INFO : Epoch 1576 | loss: 0.0311887 | val_loss: 0.0311854 | Time: 1953.36 ms
[2022-04-10 13:58:27 main:574] : INFO : Epoch 1577 | loss: 0.0311881 | val_loss: 0.0311857 | Time: 1957.13 ms
[2022-04-10 13:58:28 main:574] : INFO : Epoch 1578 | loss: 0.0311974 | val_loss: 0.0311841 | Time: 1943.85 ms
[2022-04-10 13:58:30 main:574] : INFO : Epoch 1579 | loss: 0.0312022 | val_loss: 0.0311978 | Time: 1956.64 ms
[2022-04-10 13:58:32 main:574] : INFO : Epoch 1580 | loss: 0.0311929 | val_loss: 0.031187 | Time: 2000.98 ms
[2022-04-10 13:58:34 main:574] : INFO : Epoch 1581 | loss: 0.031186 | val_loss: 0.0311844 | Time: 1956.01 ms
[2022-04-10 13:58:36 main:574] : INFO : Epoch 1582 | loss: 0.0311904 | val_loss: 0.0311869 | Time: 1953.02 ms
[2022-04-10 13:58:38 main:574] : INFO : Epoch 1583 | loss: 0.0311934 | val_loss: 0.0311878 | Time: 1946.04 ms
[2022-04-10 13:58:40 main:574] : INFO : Epoch 1584 | loss: 0.0311857 | val_loss: 0.0311843 | Time: 1946.88 ms
[2022-04-10 13:58:42 main:574] : INFO : Epoch 1585 | loss: 0.0311862 | val_loss: 0.0311996 | Time: 1920.68 ms
[2022-04-10 13:58:44 main:574] : INFO : Epoch 1586 | loss: 0.0311902 | val_loss: 0.0312098 | Time: 2010.74 ms
[2022-04-10 13:58:46 main:574] : INFO : Epoch 1587 | loss: 0.031191 | val_loss: 0.0311917 | Time: 1992.27 ms
[2022-04-10 13:58:48 main:574] : INFO : Epoch 1588 | loss: 0.0311841 | val_loss: 0.0311866 | Time: 1983.32 ms
[2022-04-10 13:58:50 main:574] : INFO : Epoch 1589 | loss: 0.0311857 | val_loss: 0.0311859 | Time: 1981.07 ms
[2022-04-10 13:58:52 main:574] : INFO : Epoch 1590 | loss: 0.0311834 | val_loss: 0.0311833 | Time: 1993.11 ms
[2022-04-10 13:58:54 main:574] : INFO : Epoch 1591 | loss: 0.0311837 | val_loss: 0.0311834 | Time: 1981.84 ms
[2022-04-10 13:58:56 main:574] : INFO : Epoch 1592 | loss: 0.0311864 | val_loss: 0.0311976 | Time: 1960.11 ms
[2022-04-10 13:58:58 main:574] : INFO : Epoch 1593 | loss: 0.0311847 | val_loss: 0.0311903 | Time: 1950.03 ms
[2022-04-10 13:59:00 main:574] : INFO : Epoch 1594 | loss: 0.0311831 | val_loss: 0.0311905 | Time: 1964.6 ms
[2022-04-10 13:59:02 main:574] : INFO : Epoch 1595 | loss: 0.031191 | val_loss: 0.0312037 | Time: 1970.15 ms
[2022-04-10 13:59:04 main:574] : INFO : Epoch 1596 | loss: 0.0311852 | val_loss: 0.0311901 | Time: 1942.14 ms
[2022-04-10 13:59:06 main:574] : INFO : Epoch 1597 | loss: 0.0311801 | val_loss: 0.0311831 | Time: 1943.13 ms
[2022-04-10 13:59:08 main:574] : INFO : Epoch 1598 | loss: 0.0311828 | val_loss: 0.0312077 | Time: 1982.35 ms
[2022-04-10 13:59:10 main:574] : INFO : Epoch 1599 | loss: 0.0311956 | val_loss: 0.0311859 | Time: 1959.19 ms
[2022-04-10 13:59:12 main:574] : INFO : Epoch 1600 | loss: 0.0311902 | val_loss: 0.031185 | Time: 1951 ms
[2022-04-10 13:59:14 main:574] : INFO : Epoch 1601 | loss: 0.0311805 | val_loss: 0.0311914 | Time: 1955.24 ms
[2022-04-10 13:59:16 main:574] : INFO : Epoch 1602 | loss: 0.031183 | val_loss: 0.0311986 | Time: 1952.2 ms
[2022-04-10 13:59:18 main:574] : INFO : Epoch 1603 | loss: 0.0311835 | val_loss: 0.031182 | Time: 1960.77 ms
[2022-04-10 13:59:20 main:574] : INFO : Epoch 1604 | loss: 0.031178 | val_loss: 0.0311845 | Time: 1955.5 ms
[2022-04-10 13:59:22 main:574] : INFO : Epoch 1605 | loss: 0.031179 | val_loss: 0.0311826 | Time: 1941.13 ms
[2022-04-10 13:59:24 main:574] : INFO : Epoch 1606 | loss: 0.0311874 | val_loss: 0.0311819 | Time: 1942.25 ms
[2022-04-10 13:59:25 main:574] : INFO : Epoch 1607 | loss: 0.0311917 | val_loss: 0.0311849 | Time: 1935.57 ms
[2022-04-10 13:59:27 main:574] : INFO : Epoch 1608 | loss: 0.0311855 | val_loss: 0.0311854 | Time: 1953.91 ms
[2022-04-10 13:59:29 main:574] : INFO : Epoch 1609 | loss: 0.0311923 | val_loss: 0.0311881 | Time: 1949.81 ms
[2022-04-10 13:59:31 main:574] : INFO : Epoch 1610 | loss: 0.0311825 | val_loss: 0.0311818 | Time: 1964.02 ms
[2022-04-10 13:59:33 main:574] : INFO : Epoch 1611 | loss: 0.0311772 | val_loss: 0.0311807 | Time: 1946.87 ms
[2022-04-10 13:59:35 main:574] : INFO : Epoch 1612 | loss: 0.0311791 | val_loss: 0.0311993 | Time: 1942.43 ms
[2022-04-10 13:59:37 main:574] : INFO : Epoch 1613 | loss: 0.0311875 | val_loss: 0.0311831 | Time: 1925.33 ms
[2022-04-10 13:59:39 main:574] : INFO : Epoch 1614 | loss: 0.0311825 | val_loss: 0.0311952 | Time: 1933.85 ms
[2022-04-10 13:59:41 main:574] : INFO : Epoch 1615 | loss: 0.0311795 | val_loss: 0.0311812 | Time: 1967.01 ms
[2022-04-10 13:59:43 main:574] : INFO : Epoch 1616 | loss: 0.0311795 | val_loss: 0.0311803 | Time: 1950.1 ms
[2022-04-10 13:59:45 main:574] : INFO : Epoch 1617 | loss: 0.0311759 | val_loss: 0.0311871 | Time: 1969.99 ms
[2022-04-10 13:59:47 main:574] : INFO : Epoch 1618 | loss: 0.0311763 | val_loss: 0.0311918 | Time: 1914.64 ms
[2022-04-10 13:59:49 main:574] : INFO : Epoch 1619 | loss: 0.031177 | val_loss: 0.0311797 | Time: 1930.67 ms
[2022-04-10 13:59:51 main:574] : INFO : Epoch 1620 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 1927.8 ms
[2022-04-10 13:59:53 main:574] : INFO : Epoch 1621 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 1949.95 ms
[2022-04-10 13:59:55 main:574] : INFO : Epoch 1622 | loss: 0.0311749 | val_loss: 0.0311864 | Time: 1946.75 ms
[2022-04-10 13:59:57 main:574] : INFO : Epoch 1623 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 1942.95 ms
[2022-04-10 13:59:59 main:574] : INFO : Epoch 1624 | loss: 0.0311899 | val_loss: 0.0311911 | Time: 1942.24 ms
[2022-04-10 14:00:01 main:574] : INFO : Epoch 1625 | loss: 0.0311791 | val_loss: 0.031183 | Time: 1985.53 ms
[2022-04-10 14:00:03 main:574] : INFO : Epoch 1626 | loss: 0.0311765 | val_loss: 0.0311826 | Time: 1942.79 ms
[2022-04-10 14:00:04 main:574] : INFO : Epoch 1627 | loss: 0.0311762 | val_loss: 0.0311999 | Time: 1928.53 ms
[2022-04-10 14:00:06 main:574] : INFO : Epoch 1628 | loss: 0.0311832 | val_loss: 0.0311806 | Time: 1947.22 ms
[2022-04-10 14:00:08 main:574] : INFO : Epoch 1629 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 1972.61 ms
[2022-04-10 14:00:10 main:574] : INFO : Epoch 1630 | loss: 0.0311759 | val_loss: 0.0311814 | Time: 1944.46 ms
[2022-04-10 14:00:12 main:574] : INFO : Epoch 1631 | loss: 0.0311726 | val_loss: 0.0311801 | Time: 1925.65 ms
[2022-04-10 14:00:14 main:574] : INFO : Epoch 1632 | loss: 0.031175 | val_loss: 0.0312004 | Time: 1946.59 ms
[2022-04-10 14:00:16 main:574] : INFO : Epoch 1633 | loss: 0.031182 | val_loss: 0.0311954 | Time: 1920.95 ms
[2022-04-10 14:00:18 main:574] : INFO : Epoch 1634 | loss: 0.0311828 | val_loss: 0.0311849 | Time: 1943.91 ms
[2022-04-10 14:00:20 main:574] : INFO : Epoch 1635 | loss: 0.0311836 | val_loss: 0.0312032 | Time: 1934 ms
[2022-04-10 14:00:22 main:574] : INFO : Epoch 1636 | loss: 0.0311803 | val_loss: 0.0311839 | Time: 1941.43 ms
[2022-04-10 14:00:24 main:574] : INFO : Epoch 1637 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 1947.71 ms
[2022-04-10 14:00:26 main:574] : INFO : Epoch 1638 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 1943.85 ms
[2022-04-10 14:00:28 main:574] : INFO : Epoch 1639 | loss: 0.0311699 | val_loss: 0.0311888 | Time: 1943.98 ms
[2022-04-10 14:00:30 main:574] : INFO : Epoch 1640 | loss: 0.0311756 | val_loss: 0.0311838 | Time: 1949.42 ms
[2022-04-10 14:00:32 main:574] : INFO : Epoch 1641 | loss: 0.0311796 | val_loss: 0.0311965 | Time: 1955.27 ms
[2022-04-10 14:00:34 main:574] : INFO : Epoch 1642 | loss: 0.0311784 | val_loss: 0.031205 | Time: 1964.78 ms
[2022-04-10 14:00:36 main:574] : INFO : Epoch 1643 | loss: 0.0311775 | val_loss: 0.031183 | Time: 2007.3 ms
[2022-04-10 14:00:38 main:574] : INFO : Epoch 1644 | loss: 0.0311695 | val_loss: 0.0311873 | Time: 2038.29 ms
[2022-04-10 14:00:40 main:574] : INFO : Epoch 1645 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 1975.54 ms
[2022-04-10 14:00:42 main:574] : INFO : Epoch 1646 | loss: 0.0311706 | val_loss: 0.0311885 | Time: 1941.87 ms
[2022-04-10 14:00:44 main:574] : INFO : Epoch 1647 | loss: 0.0311746 | val_loss: 0.0311945 | Time: 1943.13 ms
[2022-04-10 14:00:46 main:574] : INFO : Epoch 1648 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 1952.72 ms
[2022-04-10 14:00:48 main:574] : INFO : Epoch 1649 | loss: 0.0311685 | val_loss: 0.0311907 | Time: 1941.27 ms
[2022-04-10 14:00:50 main:574] : INFO : Epoch 1650 | loss: 0.0311706 | val_loss: 0.0311826 | Time: 1945.3 ms
[2022-04-10 14:00:52 main:574] : INFO : Epoch 1651 | loss: 0.0311728 | val_loss: 0.0311819 | Time: 2025.21 ms
[2022-04-10 14:00:53 main:574] : INFO : Epoch 1652 | loss: 0.031174 | val_loss: 0.0311813 | Time: 1953.36 ms
[2022-04-10 14:00:55 main:574] : INFO : Epoch 1653 | loss: 0.0311732 | val_loss: 0.0311951 | Time: 1936.78 ms
[2022-04-10 14:00:57 main:574] : INFO : Epoch 1654 | loss: 0.0311745 | val_loss: 0.0312036 | Time: 1929.01 ms
[2022-04-10 14:00:59 main:574] : INFO : Epoch 1655 | loss: 0.0311905 | val_loss: 0.0311841 | Time: 1945.28 ms
[2022-04-10 14:01:01 main:574] : INFO : Epoch 1656 | loss: 0.0311848 | val_loss: 0.0311823 | Time: 1935.89 ms
[2022-04-10 14:01:03 main:574] : INFO : Epoch 1657 | loss: 0.0311869 | val_loss: 0.0311909 | Time: 1936.8 ms
[2022-04-10 14:01:05 main:574] : INFO : Epoch 1658 | loss: 0.0311781 | val_loss: 0.0311875 | Time: 1961.72 ms
[2022-04-10 14:01:07 main:574] : INFO : Epoch 1659 | loss: 0.0311874 | val_loss: 0.0311883 | Time: 1966.53 ms
[2022-04-10 14:01:09 main:574] : INFO : Epoch 1660 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 1957.78 ms
[2022-04-10 14:01:11 main:574] : INFO : Epoch 1661 | loss: 0.0311749 | val_loss: 0.031184 | Time: 1954.79 ms
[2022-04-10 14:01:13 main:574] : INFO : Epoch 1662 | loss: 0.0311731 | val_loss: 0.0311789 | Time: 1941.08 ms
[2022-04-10 14:01:15 main:574] : INFO : Epoch 1663 | loss: 0.031174 | val_loss: 0.0311839 | Time: 1947.66 ms
[2022-04-10 14:01:17 main:574] : INFO : Epoch 1664 | loss: 0.031175 | val_loss: 0.031205 | Time: 1936.97 ms
[2022-04-10 14:01:19 main:574] : INFO : Epoch 1665 | loss: 0.0311934 | val_loss: 0.031192 | Time: 1957.16 ms
[2022-04-10 14:01:21 main:574] : INFO : Epoch 1666 | loss: 0.0311834 | val_loss: 0.0311886 | Time: 1962.22 ms
[2022-04-10 14:01:23 main:574] : INFO : Epoch 1667 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 1942 ms
[2022-04-10 14:01:25 main:574] : INFO : Epoch 1668 | loss: 0.0311798 | val_loss: 0.0311943 | Time: 1936.75 ms
[2022-04-10 14:01:27 main:574] : INFO : Epoch 1669 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 1960.59 ms
[2022-04-10 14:01:29 main:574] : INFO : Epoch 1670 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 1969.18 ms
[2022-04-10 14:01:31 main:574] : INFO : Epoch 1671 | loss: 0.0311803 | val_loss: 0.0311886 | Time: 1965.7 ms
[2022-04-10 14:01:33 main:574] : INFO : Epoch 1672 | loss: 0.0311901 | val_loss: 0.0311855 | Time: 1928.66 ms
[2022-04-10 14:01:34 main:574] : INFO : Epoch 1673 | loss: 0.0311857 | val_loss: 0.0311898 | Time: 1943.61 ms
[2022-04-10 14:01:36 main:574] : INFO : Epoch 1674 | loss: 0.0311849 | val_loss: 0.031184 | Time: 1944.25 ms
[2022-04-10 14:01:38 main:574] : INFO : Epoch 1675 | loss: 0.031186 | val_loss: 0.0311912 | Time: 1953.68 ms
[2022-04-10 14:01:40 main:574] : INFO : Epoch 1676 | loss: 0.0311832 | val_loss: 0.0311806 | Time: 1973.25 ms
[2022-04-10 14:01:42 main:574] : INFO : Epoch 1677 | loss: 0.0311828 | val_loss: 0.0311771 | Time: 1948.82 ms
[2022-04-10 14:01:44 main:574] : INFO : Epoch 1678 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 1978.37 ms
[2022-04-10 14:01:46 main:574] : INFO : Epoch 1679 | loss: 0.0311804 | val_loss: 0.0311816 | Time: 1961.39 ms
[2022-04-10 14:01:48 main:574] : INFO : Epoch 1680 | loss: 0.0311847 | val_loss: 0.0311823 | Time: 1953.42 ms
[2022-04-10 14:01:50 main:574] : INFO : Epoch 1681 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 1958.08 ms
[2022-04-10 14:01:52 main:574] : INFO : Epoch 1682 | loss: 0.0311761 | val_loss: 0.0311746 | Time: 1934.16 ms
[2022-04-10 14:01:54 main:574] : INFO : Epoch 1683 | loss: 0.031173 | val_loss: 0.0311771 | Time: 1957.91 ms
[2022-04-10 14:01:56 main:574] : INFO : Epoch 1684 | loss: 0.0311742 | val_loss: 0.0311745 | Time: 1934.79 ms
[2022-04-10 14:01:58 main:574] : INFO : Epoch 1685 | loss: 0.0311741 | val_loss: 0.0311753 | Time: 1939.63 ms
[2022-04-10 14:02:00 main:574] : INFO : Epoch 1686 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 1988.83 ms
[2022-04-10 14:02:02 main:574] : INFO : Epoch 1687 | loss: 0.0311719 | val_loss: 0.0311743 | Time: 1959.2 ms
[2022-04-10 14:02:04 main:574] : INFO : Epoch 1688 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 1943.54 ms
[2022-04-10 14:02:06 main:574] : INFO : Epoch 1689 | loss: 0.0311735 | val_loss: 0.0311858 | Time: 1950.45 ms
[2022-04-10 14:02:08 main:574] : INFO : Epoch 1690 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 1917.56 ms
[2022-04-10 14:02:10 main:574] : INFO : Epoch 1691 | loss: 0.0311724 | val_loss: 0.0311753 | Time: 1942.44 ms
[2022-04-10 14:02:12 main:574] : INFO : Epoch 1692 | loss: 0.0311752 | val_loss: 0.0311874 | Time: 1957.81 ms
[2022-04-10 14:02:14 main:574] : INFO : Epoch 1693 | loss: 0.0311801 | val_loss: 0.0311807 | Time: 1958.83 ms
[2022-04-10 14:02:16 main:574] : INFO : Epoch 1694 | loss: 0.0311724 | val_loss: 0.0311839 | Time: 1963.16 ms
[2022-04-10 14:02:18 main:574] : INFO : Epoch 1695 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 1953.61 ms
[2022-04-10 14:02:20 main:574] : INFO : Epoch 1696 | loss: 0.0311709 | val_loss: 0.0311806 | Time: 1963.16 ms
[2022-04-10 14:02:21 main:574] : INFO : Epoch 1697 | loss: 0.0311718 | val_loss: 0.031174 | Time: 1945.92 ms
[2022-04-10 14:02:23 main:574] : INFO : Epoch 1698 | loss: 0.0311681 | val_loss: 0.031176 | Time: 1951.87 ms
[2022-04-10 14:02:25 main:574] : INFO : Epoch 1699 | loss: 0.0311689 | val_loss: 0.0311801 | Time: 1951.51 ms
[2022-04-10 14:02:27 main:574] : INFO : Epoch 1700 | loss: 0.0311757 | val_loss: 0.0311938 | Time: 2000.77 ms
[2022-04-10 14:02:29 main:574] : INFO : Epoch 1701 | loss: 0.0311818 | val_loss: 0.0311788 | Time: 1935.55 ms
[2022-04-10 14:02:31 main:574] : INFO : Epoch 1702 | loss: 0.0311828 | val_loss: 0.0311879 | Time: 1965.18 ms
[2022-04-10 14:02:33 main:574] : INFO : Epoch 1703 | loss: 0.0311796 | val_loss: 0.0311878 | Time: 1974.47 ms
[2022-04-10 14:02:35 main:574] : INFO : Epoch 1704 | loss: 0.0311727 | val_loss: 0.0312003 | Time: 1937.99 ms
[2022-04-10 14:02:37 main:574] : INFO : Epoch 1705 | loss: 0.0311763 | val_loss: 0.0311763 | Time: 1932.63 ms
[2022-04-10 14:02:39 main:574] : INFO : Epoch 1706 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 1939.67 ms
[2022-04-10 14:02:41 main:574] : INFO : Epoch 1707 | loss: 0.0311698 | val_loss: 0.0312042 | Time: 1956.58 ms
[2022-04-10 14:02:43 main:574] : INFO : Epoch 1708 | loss: 0.0311744 | val_loss: 0.031183 | Time: 1937.41 ms
[2022-04-10 14:02:45 main:574] : INFO : Epoch 1709 | loss: 0.031182 | val_loss: 0.0311783 | Time: 1959.75 ms
[2022-04-10 14:02:47 main:574] : INFO : Epoch 1710 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 1925.75 ms
[2022-04-10 14:02:49 main:574] : INFO : Epoch 1711 | loss: 0.0311698 | val_loss: 0.0311794 | Time: 1976.31 ms
[2022-04-10 14:02:51 main:574] : INFO : Epoch 1712 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 1963.46 ms
[2022-04-10 14:02:53 main:574] : INFO : Epoch 1713 | loss: 0.0311662 | val_loss: 0.0311783 | Time: 1925.1 ms
[2022-04-10 14:02:55 main:574] : INFO : Epoch 1714 | loss: 0.0311672 | val_loss: 0.0311784 | Time: 1941.01 ms
[2022-04-10 14:02:57 main:574] : INFO : Epoch 1715 | loss: 0.0311656 | val_loss: 0.031176 | Time: 1928.33 ms
[2022-04-10 14:02:59 main:574] : INFO : Epoch 1716 | loss: 0.0311724 | val_loss: 0.0311751 | Time: 1918.81 ms
[2022-04-10 14:03:01 main:574] : INFO : Epoch 1717 | loss: 0.0311706 | val_loss: 0.0311856 | Time: 1943.72 ms
[2022-04-10 14:03:02 main:574] : INFO : Epoch 1718 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 1952.53 ms
[2022-04-10 14:03:04 main:574] : INFO : Epoch 1719 | loss: 0.0311704 | val_loss: 0.0311761 | Time: 1938.92 ms
[2022-04-10 14:03:06 main:574] : INFO : Epoch 1720 | loss: 0.0311637 | val_loss: 0.0311746 | Time: 1971.6 ms
[2022-04-10 14:03:08 main:574] : INFO : Epoch 1721 | loss: 0.0311658 | val_loss: 0.0311826 | Time: 1954.14 ms
[2022-04-10 14:03:10 main:574] : INFO : Epoch 1722 | loss: 0.0311694 | val_loss: 0.031174 | Time: 1945.41 ms
[2022-04-10 14:03:12 main:574] : INFO : Epoch 1723 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 1954.39 ms
[2022-04-10 14:03:14 main:574] : INFO : Epoch 1724 | loss: 0.0311682 | val_loss: 0.031194 | Time: 1971.16 ms
[2022-04-10 14:03:16 main:574] : INFO : Epoch 1725 | loss: 0.031167 | val_loss: 0.0311747 | Time: 1926.84 ms
[2022-04-10 14:03:18 main:574] : INFO : Epoch 1726 | loss: 0.0311626 | val_loss: 0.0311855 | Time: 1932.36 ms
[2022-04-10 14:03:20 main:574] : INFO : Epoch 1727 | loss: 0.0311672 | val_loss: 0.0311912 | Time: 1965.1 ms
[2022-04-10 14:03:22 main:574] : INFO : Epoch 1728 | loss: 0.0311691 | val_loss: 0.0311934 | Time: 1977.91 ms
[2022-04-10 14:03:24 main:574] : INFO : Epoch 1729 | loss: 0.031176 | val_loss: 0.0311759 | Time: 2008.12 ms
[2022-04-10 14:03:26 main:574] : INFO : Epoch 1730 | loss: 0.0311648 | val_loss: 0.0311775 | Time: 1936.07 ms
[2022-04-10 14:03:28 main:574] : INFO : Epoch 1731 | loss: 0.0311618 | val_loss: 0.0311818 | Time: 1926.93 ms
[2022-04-10 14:03:30 main:574] : INFO : Epoch 1732 | loss: 0.031161 | val_loss: 0.0311821 | Time: 1965.55 ms
[2022-04-10 14:03:32 main:574] : INFO : Epoch 1733 | loss: 0.0311651 | val_loss: 0.0311827 | Time: 1939.82 ms
[2022-04-10 14:03:34 main:574] : INFO : Epoch 1734 | loss: 0.0311655 | val_loss: 0.031176 | Time: 1953.11 ms
[2022-04-10 14:03:36 main:574] : INFO : Epoch 1735 | loss: 0.0311624 | val_loss: 0.0311747 | Time: 1950.84 ms
[2022-04-10 14:03:38 main:574] : INFO : Epoch 1736 | loss: 0.0311591 | val_loss: 0.0311758 | Time: 1967 ms
[2022-04-10 14:03:40 main:574] : INFO : Epoch 1737 | loss: 0.0311613 | val_loss: 0.0311774 | Time: 1945.84 ms
[2022-04-10 14:03:42 main:574] : INFO : Epoch 1738 | loss: 0.0311625 | val_loss: 0.0311842 | Time: 1950.7 ms
[2022-04-10 14:03:44 main:574] : INFO : Epoch 1739 | loss: 0.0311662 | val_loss: 0.0311812 | Time: 1931.44 ms
[2022-04-10 14:03:46 main:574] : INFO : Epoch 1740 | loss: 0.0311664 | val_loss: 0.0311789 | Time: 1991.12 ms
[2022-04-10 14:03:48 main:574] : INFO : Epoch 1741 | loss: 0.0311667 | val_loss: 0.0311833 | Time: 1956.51 ms
[2022-04-10 14:03:49 main:574] : INFO : Epoch 1742 | loss: 0.031162 | val_loss: 0.0311821 | Time: 1935.19 ms
[2022-04-10 14:03:51 main:574] : INFO : Epoch 1743 | loss: 0.0311613 | val_loss: 0.0311797 | Time: 1959.77 ms
[2022-04-10 14:03:53 main:574] : INFO : Epoch 1744 | loss: 0.03116 | val_loss: 0.0311823 | Time: 1958.31 ms
[2022-04-10 14:03:55 main:574] : INFO : Epoch 1745 | loss: 0.0311614 | val_loss: 0.031177 | Time: 1929.06 ms
[2022-04-10 14:03:57 main:574] : INFO : Epoch 1746 | loss: 0.0311587 | val_loss: 0.0311835 | Time: 1937.84 ms
[2022-04-10 14:03:59 main:574] : INFO : Epoch 1747 | loss: 0.0311642 | val_loss: 0.031176 | Time: 1992.16 ms
[2022-04-10 14:04:01 main:574] : INFO : Epoch 1748 | loss: 0.0311587 | val_loss: 0.0311757 | Time: 1939.74 ms
[2022-04-10 14:04:03 main:574] : INFO : Epoch 1749 | loss: 0.0311575 | val_loss: 0.0311832 | Time: 1946.45 ms
[2022-04-10 14:04:05 main:574] : INFO : Epoch 1750 | loss: 0.0311607 | val_loss: 0.0311925 | Time: 1940.42 ms
[2022-04-10 14:04:07 main:574] : INFO : Epoch 1751 | loss: 0.0311649 | val_loss: 0.0311805 | Time: 1944.75 ms
[2022-04-10 14:04:09 main:574] : INFO : Epoch 1752 | loss: 0.0311591 | val_loss: 0.0311749 | Time: 1950.39 ms
[2022-04-10 14:04:11 main:574] : INFO : Epoch 1753 | loss: 0.031157 | val_loss: 0.0311737 | Time: 1923.62 ms
[2022-04-10 14:04:13 main:574] : INFO : Epoch 1754 | loss: 0.0311585 | val_loss: 0.0311765 | Time: 1925.43 ms
[2022-04-10 14:04:15 main:574] : INFO : Epoch 1755 | loss: 0.0311593 | val_loss: 0.0311761 | Time: 1953.36 ms
[2022-04-10 14:04:17 main:574] : INFO : Epoch 1756 | loss: 0.0311564 | val_loss: 0.0311756 | Time: 1948.39 ms
[2022-04-10 14:04:19 main:574] : INFO : Epoch 1757 | loss: 0.0311591 | val_loss: 0.0311843 | Time: 1949.53 ms
[2022-04-10 14:04:21 main:574] : INFO : Epoch 1758 | loss: 0.0311712 | val_loss: 0.0311894 | Time: 1930.48 ms
[2022-04-10 14:04:23 main:574] : INFO : Epoch 1759 | loss: 0.0311968 | val_loss: 0.0311921 | Time: 1953.89 ms
[2022-04-10 14:04:25 main:574] : INFO : Epoch 1760 | loss: 0.0311908 | val_loss: 0.0311818 | Time: 1963.05 ms
[2022-04-10 14:04:27 main:574] : INFO : Epoch 1761 | loss: 0.0311813 | val_loss: 0.0311799 | Time: 1969.67 ms
[2022-04-10 14:04:29 main:574] : INFO : Epoch 1762 | loss: 0.0311785 | val_loss: 0.0311765 | Time: 1916.44 ms
[2022-04-10 14:04:30 main:574] : INFO : Epoch 1763 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 1942.54 ms
[2022-04-10 14:04:32 main:574] : INFO : Epoch 1764 | loss: 0.0311728 | val_loss: 0.031181 | Time: 1954.96 ms
[2022-04-10 14:04:34 main:574] : INFO : Epoch 1765 | loss: 0.0311759 | val_loss: 0.0311779 | Time: 1937.36 ms
[2022-04-10 14:04:36 main:574] : INFO : Epoch 1766 | loss: 0.0311745 | val_loss: 0.0311751 | Time: 1935.39 ms
[2022-04-10 14:04:38 main:574] : INFO : Epoch 1767 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 1962.82 ms
[2022-04-10 14:04:40 main:574] : INFO : Epoch 1768 | loss: 0.0311715 | val_loss: 0.0311809 | Time: 2018.15 ms
[2022-04-10 14:04:42 main:574] : INFO : Epoch 1769 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 1954.54 ms
[2022-04-10 14:04:44 main:574] : INFO : Epoch 1770 | loss: 0.0311706 | val_loss: 0.031178 | Time: 1952.19 ms
[2022-04-10 14:04:46 main:574] : INFO : Epoch 1771 | loss: 0.031172 | val_loss: 0.0311803 | Time: 1949.78 ms
[2022-04-10 14:04:48 main:574] : INFO : Epoch 1772 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 1949.34 ms
[2022-04-10 14:04:50 main:574] : INFO : Epoch 1773 | loss: 0.0311722 | val_loss: 0.0311844 | Time: 1958.49 ms
[2022-04-10 14:04:52 main:574] : INFO : Epoch 1774 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 1937.78 ms
[2022-04-10 14:04:54 main:574] : INFO : Epoch 1775 | loss: 0.0311729 | val_loss: 0.0311872 | Time: 1960.28 ms
[2022-04-10 14:04:56 main:574] : INFO : Epoch 1776 | loss: 0.0311702 | val_loss: 0.0311805 | Time: 1958.14 ms
[2022-04-10 14:04:58 main:574] : INFO : Epoch 1777 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 1912.72 ms
[2022-04-10 14:05:00 main:574] : INFO : Epoch 1778 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 1946.88 ms
[2022-04-10 14:05:02 main:574] : INFO : Epoch 1779 | loss: 0.0311669 | val_loss: 0.0311757 | Time: 1963.14 ms
[2022-04-10 14:05:04 main:574] : INFO : Epoch 1780 | loss: 0.0311671 | val_loss: 0.0311818 | Time: 1954.71 ms
[2022-04-10 14:05:06 main:574] : INFO : Epoch 1781 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 1991.84 ms
[2022-04-10 14:05:08 main:574] : INFO : Epoch 1782 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 1953.48 ms
[2022-04-10 14:05:10 main:574] : INFO : Epoch 1783 | loss: 0.0311685 | val_loss: 0.0311791 | Time: 1951.65 ms
[2022-04-10 14:05:12 main:574] : INFO : Epoch 1784 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 1970.47 ms
[2022-04-10 14:05:14 main:574] : INFO : Epoch 1785 | loss: 0.031165 | val_loss: 0.0311778 | Time: 1985.42 ms
[2022-04-10 14:05:16 main:574] : INFO : Epoch 1786 | loss: 0.0311668 | val_loss: 0.0311754 | Time: 1953.88 ms
[2022-04-10 14:05:18 main:574] : INFO : Epoch 1787 | loss: 0.0311653 | val_loss: 0.0311782 | Time: 1973.43 ms
[2022-04-10 14:05:20 main:574] : INFO : Epoch 1788 | loss: 0.0311695 | val_loss: 0.0311953 | Time: 1982.91 ms
[2022-04-10 14:05:22 main:574] : INFO : Epoch 1789 | loss: 0.0311739 | val_loss: 0.0311787 | Time: 1973.69 ms
[2022-04-10 14:05:23 main:574] : INFO : Epoch 1790 | loss: 0.0311693 | val_loss: 0.0311812 | Time: 1917.46 ms
[2022-04-10 14:05:25 main:574] : INFO : Epoch 1791 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 1973.28 ms
[2022-04-10 14:05:27 main:574] : INFO : Epoch 1792 | loss: 0.0311622 | val_loss: 0.0311747 | Time: 1985.14 ms
[2022-04-10 14:05:29 main:574] : INFO : Epoch 1793 | loss: 0.0311617 | val_loss: 0.0311753 | Time: 1994.04 ms
[2022-04-10 14:05:31 main:574] : INFO : Epoch 1794 | loss: 0.0311643 | val_loss: 0.0311801 | Time: 1977.8 ms
[2022-04-10 14:05:33 main:574] : INFO : Epoch 1795 | loss: 0.0311629 | val_loss: 0.031177 | Time: 1997.75 ms
[2022-04-10 14:05:35 main:574] : INFO : Epoch 1796 | loss: 0.0311653 | val_loss: 0.031176 | Time: 1931.46 ms
[2022-04-10 14:05:37 main:574] : INFO : Epoch 1797 | loss: 0.0311647 | val_loss: 0.0311773 | Time: 1941.51 ms
[2022-04-10 14:05:39 main:574] : INFO : Epoch 1798 | loss: 0.0311618 | val_loss: 0.0311751 | Time: 1982.34 ms
[2022-04-10 14:05:41 main:574] : INFO : Epoch 1799 | loss: 0.0311626 | val_loss: 0.0311772 | Time: 1955.71 ms
[2022-04-10 14:05:43 main:574] : INFO : Epoch 1800 | loss: 0.0311624 | val_loss: 0.0311779 | Time: 1956.83 ms
[2022-04-10 14:05:45 main:574] : INFO : Epoch 1801 | loss: 0.0311613 | val_loss: 0.0311759 | Time: 1954.82 ms
[2022-04-10 14:05:47 main:574] : INFO : Epoch 1802 | loss: 0.03116 | val_loss: 0.0311758 | Time: 1961.89 ms
[2022-04-10 14:05:49 main:574] : INFO : Epoch 1803 | loss: 0.0311632 | val_loss: 0.0311809 | Time: 1963.08 ms
[2022-04-10 14:05:51 main:574] : INFO : Epoch 1804 | loss: 0.031166 | val_loss: 0.0312061 | Time: 1980.83 ms
[2022-04-10 14:05:53 main:574] : INFO : Epoch 1805 | loss: 0.0311706 | val_loss: 0.0311825 | Time: 1920.72 ms
[2022-04-10 14:05:55 main:574] : INFO : Epoch 1806 | loss: 0.0311642 | val_loss: 0.0311896 | Time: 1973.37 ms
[2022-04-10 14:05:57 main:574] : INFO : Epoch 1807 | loss: 0.0311656 | val_loss: 0.0311816 | Time: 1956.32 ms
[2022-04-10 14:05:59 main:574] : INFO : Epoch 1808 | loss: 0.0311615 | val_loss: 0.0311806 | Time: 1977.39 ms
[2022-04-10 14:06:01 main:574] : INFO : Epoch 1809 | loss: 0.0311581 | val_loss: 0.0311799 | Time: 1985.75 ms
[2022-04-10 14:06:03 main:574] : INFO : Epoch 1810 | loss: 0.0311578 | val_loss: 0.0311798 | Time: 1964.2 ms
[2022-04-10 14:06:05 main:574] : INFO : Epoch 1811 | loss: 0.0311588 | val_loss: 0.0311847 | Time: 1943.95 ms
[2022-04-10 14:06:07 main:574] : INFO : Epoch 1812 | loss: 0.0311587 | val_loss: 0.0311793 | Time: 1937.09 ms
[2022-04-10 14:06:09 main:574] : INFO : Epoch 1813 | loss: 0.0311566 | val_loss: 0.03118 | Time: 1947.25 ms
[2022-04-10 14:06:11 main:574] : INFO : Epoch 1814 | loss: 0.0311571 | val_loss: 0.0311775 | Time: 1931.22 ms
[2022-04-10 14:06:13 main:574] : INFO : Epoch 1815 | loss: 0.0311562 | val_loss: 0.0311864 | Time: 1928.69 ms
[2022-04-10 14:06:15 main:574] : INFO : Epoch 1816 | loss: 0.0311592 | val_loss: 0.0311999 | Time: 1973.76 ms
[2022-04-10 14:06:16 main:574] : INFO : Epoch 1817 | loss: 0.03116 | val_loss: 0.0311852 | Time: 1938.54 ms
[2022-04-10 14:06:18 main:574] : INFO : Epoch 1818 | loss: 0.0311576 | val_loss: 0.0311819 | Time: 1937.07 ms
[2022-04-10 14:06:20 main:574] : INFO : Epoch 1819 | loss: 0.0311589 | val_loss: 0.0311795 | Time: 1947.95 ms
[2022-04-10 14:06:22 main:574] : INFO : Epoch 1820 | loss: 0.0311595 | val_loss: 0.0311798 | Time: 1931.12 ms
[2022-04-10 14:06:24 main:574] : INFO : Epoch 1821 | loss: 0.0311571 | val_loss: 0.0311822 | Time: 1955.85 ms
[2022-04-10 14:06:26 main:574] : INFO : Epoch 1822 | loss: 0.0311561 | val_loss: 0.0311881 | Time: 1947.13 ms
[2022-04-10 14:06:28 main:574] : INFO : Epoch 1823 | loss: 0.0311591 | val_loss: 0.0311796 | Time: 1992.28 ms
[2022-04-10 14:06:30 main:574] : INFO : Epoch 1824 | loss: 0.0311576 | val_loss: 0.0311894 | Time: 1954.15 ms
[2022-04-10 14:06:32 main:574] : INFO : Epoch 1825 | loss: 0.0311622 | val_loss: 0.031184 | Time: 1922.98 ms
[2022-04-10 14:06:34 main:574] : INFO : Epoch 1826 | loss: 0.0311585 | val_loss: 0.0311807 | Time: 1931.22 ms
[2022-04-10 14:06:36 main:574] : INFO : Epoch 1827 | loss: 0.0311563 | val_loss: 0.0311849 | Time: 1944.06 ms
[2022-04-10 14:06:38 main:574] : INFO : Epoch 1828 | loss: 0.0311558 | val_loss: 0.031179 | Time: 1961.95 ms
[2022-04-10 14:06:40 main:574] : INFO : Epoch 1829 | loss: 0.0311569 | val_loss: 0.0311918 | Time: 1959.35 ms
[2022-04-10 14:06:42 main:574] : INFO : Epoch 1830 | loss: 0.0311603 | val_loss: 0.0311818 | Time: 1946.15 ms
[2022-04-10 14:06:44 main:574] : INFO : Epoch 1831 | loss: 0.031154 | val_loss: 0.0311778 | Time: 1942.71 ms
[2022-04-10 14:06:46 main:574] : INFO : Epoch 1832 | loss: 0.0311533 | val_loss: 0.0311829 | Time: 1953.09 ms
[2022-04-10 14:06:48 main:574] : INFO : Epoch 1833 | loss: 0.0311534 | val_loss: 0.0311872 | Time: 1940.6 ms
[2022-04-10 14:06:50 main:574] : INFO : Epoch 1834 | loss: 0.0311545 | val_loss: 0.0311814 | Time: 1953.85 ms
[2022-04-10 14:06:52 main:574] : INFO : Epoch 1835 | loss: 0.0311526 | val_loss: 0.0311824 | Time: 1949.28 ms
[2022-04-10 14:06:54 main:574] : INFO : Epoch 1836 | loss: 0.0311529 | val_loss: 0.0311845 | Time: 1968.79 ms
[2022-04-10 14:06:56 main:574] : INFO : Epoch 1837 | loss: 0.0311509 | val_loss: 0.0311854 | Time: 1998.59 ms
[2022-04-10 14:06:58 main:574] : INFO : Epoch 1838 | loss: 0.0311535 | val_loss: 0.0311815 | Time: 1939.1 ms
[2022-04-10 14:07:00 main:574] : INFO : Epoch 1839 | loss: 0.0311564 | val_loss: 0.0311832 | Time: 1946.56 ms
[2022-04-10 14:07:01 main:574] : INFO : Epoch 1840 | loss: 0.0311536 | val_loss: 0.0311858 | Time: 1944.44 ms
[2022-04-10 14:07:03 main:574] : INFO : Epoch 1841 | loss: 0.0311556 | val_loss: 0.0311853 | Time: 1955.08 ms
[2022-04-10 14:07:05 main:574] : INFO : Epoch 1842 | loss: 0.0311527 | val_loss: 0.031183 | Time: 1943.12 ms
[2022-04-10 14:07:07 main:574] : INFO : Epoch 1843 | loss: 0.0311515 | val_loss: 0.0311816 | Time: 1969.54 ms
[2022-04-10 14:07:09 main:574] : INFO : Epoch 1844 | loss: 0.0311513 | val_loss: 0.0311806 | Time: 1949.86 ms
[2022-04-10 14:07:11 main:574] : INFO : Epoch 1845 | loss: 0.031153 | val_loss: 0.031182 | Time: 1944.51 ms
[2022-04-10 14:07:13 main:574] : INFO : Epoch 1846 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 1926.69 ms
[2022-04-10 14:07:15 main:574] : INFO : Epoch 1847 | loss: 0.0311586 | val_loss: 0.0311903 | Time: 1945.65 ms
[2022-04-10 14:07:17 main:574] : INFO : Epoch 1848 | loss: 0.0311567 | val_loss: 0.0311799 | Time: 1934.78 ms
[2022-04-10 14:07:19 main:574] : INFO : Epoch 1849 | loss: 0.0311521 | val_loss: 0.0311822 | Time: 1962.9 ms
[2022-04-10 14:07:21 main:574] : INFO : Epoch 1850 | loss: 0.0311504 | val_loss: 0.0311813 | Time: 1966.57 ms
[2022-04-10 14:07:23 main:574] : INFO : Epoch 1851 | loss: 0.0311534 | val_loss: 0.0311882 | Time: 1927.38 ms
[2022-04-10 14:07:25 main:574] : INFO : Epoch 1852 | loss: 0.0311572 | val_loss: 0.03118 | Time: 1914.6 ms
[2022-04-10 14:07:27 main:574] : INFO : Epoch 1853 | loss: 0.0311539 | val_loss: 0.0311814 | Time: 1963.26 ms
[2022-04-10 14:07:29 main:574] : INFO : Epoch 1854 | loss: 0.0311508 | val_loss: 0.0311792 | Time: 1928.41 ms
[2022-04-10 14:07:31 main:574] : INFO : Epoch 1855 | loss: 0.0311503 | val_loss: 0.0311808 | Time: 1944 ms
[2022-04-10 14:07:33 main:574] : INFO : Epoch 1856 | loss: 0.0311531 | val_loss: 0.0311865 | Time: 1942 ms
[2022-04-10 14:07:35 main:574] : INFO : Epoch 1857 | loss: 0.0311547 | val_loss: 0.0311915 | Time: 1938.38 ms
[2022-04-10 14:07:37 main:574] : INFO : Epoch 1858 | loss: 0.0311516 | val_loss: 0.0311794 | Time: 1926.99 ms
[2022-04-10 14:07:38 main:574] : INFO : Epoch 1859 | loss: 0.031152 | val_loss: 0.0311848 | Time: 1948.37 ms
[2022-04-10 14:07:40 main:574] : INFO : Epoch 1860 | loss: 0.031149 | val_loss: 0.0311813 | Time: 1951.75 ms
[2022-04-10 14:07:42 main:574] : INFO : Epoch 1861 | loss: 0.0311515 | val_loss: 0.0311821 | Time: 1936.78 ms
[2022-04-10 14:07:44 main:574] : INFO : Epoch 1862 | loss: 0.0311484 | val_loss: 0.0311787 | Time: 1932.52 ms
[2022-04-10 14:07:46 main:574] : INFO : Epoch 1863 | loss: 0.0311508 | val_loss: 0.0311787 | Time: 1960.5 ms
[2022-04-10 14:07:48 main:574] : INFO : Epoch 1864 | loss: 0.0311532 | val_loss: 0.0311846 | Time: 1941.61 ms
[2022-04-10 14:07:50 main:574] : INFO : Epoch 1865 | loss: 0.03115 | val_loss: 0.0311856 | Time: 1955.41 ms
[2022-04-10 14:07:52 main:574] : INFO : Epoch 1866 | loss: 0.0311476 | val_loss: 0.0311835 | Time: 1961.25 ms
[2022-04-10 14:07:54 main:574] : INFO : Epoch 1867 | loss: 0.0311484 | val_loss: 0.0311791 | Time: 1936.19 ms
[2022-04-10 14:07:56 main:574] : INFO : Epoch 1868 | loss: 0.0311492 | val_loss: 0.0311853 | Time: 1932.24 ms
[2022-04-10 14:07:58 main:574] : INFO : Epoch 1869 | loss: 0.0311518 | val_loss: 0.0311795 | Time: 1965.19 ms
[2022-04-10 14:08:00 main:574] : INFO : Epoch 1870 | loss: 0.0311478 | val_loss: 0.0311823 | Time: 1971.77 ms
[2022-04-10 14:08:02 main:574] : INFO : Epoch 1871 | loss: 0.0311486 | val_loss: 0.0311826 | Time: 1957.98 ms
[2022-04-10 14:08:04 main:574] : INFO : Epoch 1872 | loss: 0.031148 | val_loss: 0.0311844 | Time: 1959.76 ms
[2022-04-10 14:08:06 main:574] : INFO : Epoch 1873 | loss: 0.0311478 | val_loss: 0.0311778 | Time: 1960.2 ms
[2022-04-10 14:08:08 main:574] : INFO : Epoch 1874 | loss: 0.0311467 | val_loss: 0.0311813 | Time: 1926.44 ms
[2022-04-10 14:08:10 main:574] : INFO : Epoch 1875 | loss: 0.0311497 | val_loss: 0.0311798 | Time: 1962.45 ms
[2022-04-10 14:08:12 main:574] : INFO : Epoch 1876 | loss: 0.0311496 | val_loss: 0.0311863 | Time: 1956.1 ms
[2022-04-10 14:08:14 main:574] : INFO : Epoch 1877 | loss: 0.0311459 | val_loss: 0.0311875 | Time: 1962.53 ms
[2022-04-10 14:08:16 main:574] : INFO : Epoch 1878 | loss: 0.0311472 | val_loss: 0.0311844 | Time: 1958.24 ms
[2022-04-10 14:08:18 main:574] : INFO : Epoch 1879 | loss: 0.0311493 | val_loss: 0.0311855 | Time: 1949.74 ms
[2022-04-10 14:08:20 main:574] : INFO : Epoch 1880 | loss: 0.031151 | val_loss: 0.0311856 | Time: 1945.69 ms
[2022-04-10 14:08:21 main:574] : INFO : Epoch 1881 | loss: 0.0311488 | val_loss: 0.0311811 | Time: 1926.25 ms
[2022-04-10 14:08:23 main:574] : INFO : Epoch 1882 | loss: 0.031149 | val_loss: 0.0311863 | Time: 1985.19 ms
[2022-04-10 14:08:25 main:574] : INFO : Epoch 1883 | loss: 0.0311486 | val_loss: 0.0311795 | Time: 1962.7 ms
[2022-04-10 14:08:27 main:574] : INFO : Epoch 1884 | loss: 0.031148 | val_loss: 0.0311859 | Time: 1984.64 ms
[2022-04-10 14:08:29 main:574] : INFO : Epoch 1885 | loss: 0.0311469 | val_loss: 0.0311791 | Time: 1936.75 ms
[2022-04-10 14:08:31 main:574] : INFO : Epoch 1886 | loss: 0.0311474 | val_loss: 0.0311873 | Time: 1937.4 ms
[2022-04-10 14:08:33 main:574] : INFO : Epoch 1887 | loss: 0.0311482 | val_loss: 0.0311792 | Time: 1954.18 ms
[2022-04-10 14:08:35 main:574] : INFO : Epoch 1888 | loss: 0.031147 | val_loss: 0.0311887 | Time: 1934.5 ms
[2022-04-10 14:08:37 main:574] : INFO : Epoch 1889 | loss: 0.0311475 | val_loss: 0.0311802 | Time: 1955.61 ms
[2022-04-10 14:08:39 main:574] : INFO : Epoch 1890 | loss: 0.0311457 | val_loss: 0.0311818 | Time: 1956.42 ms
[2022-04-10 14:08:41 main:574] : INFO : Epoch 1891 | loss: 0.0311489 | val_loss: 0.0311828 | Time: 1953.11 ms
[2022-04-10 14:08:43 main:574] : INFO : Epoch 1892 | loss: 0.0311485 | val_loss: 0.0311844 | Time: 1948.97 ms
[2022-04-10 14:08:45 main:574] : INFO : Epoch 1893 | loss: 0.0311467 | val_loss: 0.0311881 | Time: 1949.4 ms
[2022-04-10 14:08:47 main:574] : INFO : Epoch 1894 | loss: 0.0311452 | val_loss: 0.0311876 | Time: 1934.13 ms
[2022-04-10 14:08:49 main:574] : INFO : Epoch 1895 | loss: 0.0311454 | val_loss: 0.0311836 | Time: 1937.64 ms
[2022-04-10 14:08:51 main:574] : INFO : Epoch 1896 | loss: 0.0311481 | val_loss: 0.0311853 | Time: 1959.88 ms
[2022-04-10 14:08:53 main:574] : INFO : Epoch 1897 | loss: 0.0311464 | val_loss: 0.0311854 | Time: 1975.34 ms
[2022-04-10 14:08:55 main:574] : INFO : Epoch 1898 | loss: 0.0311486 | val_loss: 0.0311856 | Time: 1957.67 ms
[2022-04-10 14:08:57 main:574] : INFO : Epoch 1899 | loss: 0.0311487 | val_loss: 0.0311843 | Time: 1966.87 ms
[2022-04-10 14:08:59 main:574] : INFO : Epoch 1900 | loss: 0.0311461 | val_loss: 0.0311825 | Time: 1965.55 ms
[2022-04-10 14:09:01 main:574] : INFO : Epoch 1901 | loss: 0.0311475 | val_loss: 0.0311981 | Time: 1984.57 ms
[2022-04-10 14:09:03 main:574] : INFO : Epoch 1902 | loss: 0.0311475 | val_loss: 0.0311899 | Time: 1945.02 ms
[2022-04-10 14:09:05 main:574] : INFO : Epoch 1903 | loss: 0.0311493 | val_loss: 0.0311902 | Time: 1943.4 ms
[2022-04-10 14:09:07 main:574] : INFO : Epoch 1904 | loss: 0.0311448 | val_loss: 0.0311857 | Time: 1932.27 ms
[2022-04-10 14:09:08 main:574] : INFO : Epoch 1905 | loss: 0.0311468 | val_loss: 0.0311953 | Time: 1936.22 ms
[2022-04-10 14:09:10 main:574] : INFO : Epoch 1906 | loss: 0.03115 | val_loss: 0.0311892 | Time: 1930.23 ms
[2022-04-10 14:09:12 main:574] : INFO : Epoch 1907 | loss: 0.0311484 | val_loss: 0.0311931 | Time: 1932.62 ms
[2022-04-10 14:09:14 main:574] : INFO : Epoch 1908 | loss: 0.031147 | val_loss: 0.0311869 | Time: 1970.52 ms
[2022-04-10 14:09:16 main:574] : INFO : Epoch 1909 | loss: 0.0311463 | val_loss: 0.0311874 | Time: 1959.38 ms
[2022-04-10 14:09:18 main:574] : INFO : Epoch 1910 | loss: 0.0311478 | val_loss: 0.0311895 | Time: 1994.33 ms
[2022-04-10 14:09:20 main:574] : INFO : Epoch 1911 | loss: 0.0311463 | val_loss: 0.0311817 | Time: 1953.5 ms
[2022-04-10 14:09:22 main:574] : INFO : Epoch 1912 | loss: 0.0311544 | val_loss: 0.031197 | Time: 1958.11 ms
[2022-04-10 14:09:24 main:574] : INFO : Epoch 1913 | loss: 0.0311499 | val_loss: 0.0311827 | Time: 1924.67 ms
[2022-04-10 14:09:26 main:574] : INFO : Epoch 1914 | loss: 0.0311442 | val_loss: 0.0311851 | Time: 1981.99 ms
[2022-04-10 14:09:28 main:574] : INFO : Epoch 1915 | loss: 0.031143 | val_loss: 0.0311843 | Time: 1988.24 ms
[2022-04-10 14:09:30 main:574] : INFO : Epoch 1916 | loss: 0.0311441 | val_loss: 0.0311839 | Time: 1933.55 ms
[2022-04-10 14:09:32 main:574] : INFO : Epoch 1917 | loss: 0.0311488 | val_loss: 0.0311847 | Time: 2089.13 ms
[2022-04-10 14:09:34 main:574] : INFO : Epoch 1918 | loss: 0.0311441 | val_loss: 0.0311944 | Time: 2164.84 ms
[2022-04-10 14:09:36 main:574] : INFO : Epoch 1919 | loss: 0.0311482 | val_loss: 0.0311835 | Time: 1957.37 ms
[2022-04-10 14:09:38 main:574] : INFO : Epoch 1920 | loss: 0.0311502 | val_loss: 0.0311817 | Time: 1962.07 ms
[2022-04-10 14:09:40 main:574] : INFO : Epoch 1921 | loss: 0.0311469 | val_loss: 0.0311979 | Time: 1939.1 ms
[2022-04-10 14:09:42 main:574] : INFO : Epoch 1922 | loss: 0.0311444 | val_loss: 0.0311854 | Time: 1935.77 ms
[2022-04-10 14:09:44 main:574] : INFO : Epoch 1923 | loss: 0.0311406 | val_loss: 0.0311902 | Time: 1930.92 ms
[2022-04-10 14:09:46 main:574] : INFO : Epoch 1924 | loss: 0.031144 | val_loss: 0.0311871 | Time: 1955 ms
[2022-04-10 14:09:48 main:574] : INFO : Epoch 1925 | loss: 0.0311491 | val_loss: 0.0311833 | Time: 1972.4 ms
[2022-04-10 14:09:50 main:574] : INFO : Epoch 1926 | loss: 0.0311514 | val_loss: 0.0311902 | Time: 1946.33 ms
[2022-04-10 14:09:52 main:574] : INFO : Epoch 1927 | loss: 0.0311482 | val_loss: 0.0311857 | Time: 1983.33 ms
[2022-04-10 14:09:54 main:574] : INFO : Epoch 1928 | loss: 0.0311476 | val_loss: 0.0311968 | Time: 1953.21 ms
[2022-04-10 14:09:56 main:574] : INFO : Epoch 1929 | loss: 0.0311437 | val_loss: 0.0311909 | Time: 1928.39 ms
[2022-04-10 14:09:58 main:574] : INFO : Epoch 1930 | loss: 0.0311399 | val_loss: 0.0311913 | Time: 1954.06 ms
[2022-04-10 14:10:00 main:574] : INFO : Epoch 1931 | loss: 0.0311408 | val_loss: 0.0311864 | Time: 1971.84 ms
[2022-04-10 14:10:02 main:574] : INFO : Epoch 1932 | loss: 0.0311443 | val_loss: 0.0311891 | Time: 1977.14 ms
[2022-04-10 14:10:04 main:574] : INFO : Epoch 1933 | loss: 0.0311502 | val_loss: 0.0311945 | Time: 1956.9 ms
[2022-04-10 14:10:06 main:574] : INFO : Epoch 1934 | loss: 0.0311459 | val_loss: 0.0311972 | Time: 1914.96 ms
[2022-04-10 14:10:08 main:574] : INFO : Epoch 1935 | loss: 0.0311454 | val_loss: 0.031188 | Time: 2012.28 ms
[2022-04-10 14:10:10 main:574] : INFO : Epoch 1936 | loss: 0.0311436 | val_loss: 0.0311867 | Time: 2052.92 ms
[2022-04-10 14:10:12 main:574] : INFO : Epoch 1937 | loss: 0.0311445 | val_loss: 0.031205 | Time: 1941.9 ms
[2022-04-10 14:10:14 main:574] : INFO : Epoch 1938 | loss: 0.031146 | val_loss: 0.0312098 | Time: 1950.22 ms
[2022-04-10 14:10:16 main:574] : INFO : Epoch 1939 | loss: 0.0311429 | val_loss: 0.0311849 | Time: 1931.75 ms
[2022-04-10 14:10:17 main:574] : INFO : Epoch 1940 | loss: 0.0311418 | val_loss: 0.0311835 | Time: 1925.44 ms
[2022-04-10 14:10:19 main:574] : INFO : Epoch 1941 | loss: 0.0311424 | val_loss: 0.0311959 | Time: 1946.5 ms
[2022-04-10 14:10:21 main:574] : INFO : Epoch 1942 | loss: 0.0311456 | val_loss: 0.031194 | Time: 1958.81 ms
[2022-04-10 14:10:23 main:574] : INFO : Epoch 1943 | loss: 0.0311418 | val_loss: 0.0311888 | Time: 1951.54 ms
[2022-04-10 14:10:25 main:574] : INFO : Epoch 1944 | loss: 0.0311381 | val_loss: 0.0311914 | Time: 1954.52 ms
[2022-04-10 14:10:27 main:574] : INFO : Epoch 1945 | loss: 0.0311441 | val_loss: 0.03119 | Time: 1967.76 ms
[2022-04-10 14:10:29 main:574] : INFO : Epoch 1946 | loss: 0.0311432 | val_loss: 0.0311951 | Time: 1951.95 ms
[2022-04-10 14:10:31 main:574] : INFO : Epoch 1947 | loss: 0.0311443 | val_loss: 0.031202 | Time: 1933.32 ms
[2022-04-10 14:10:33 main:574] : INFO : Epoch 1948 | loss: 0.0311535 | val_loss: 0.0311881 | Time: 1935.21 ms
[2022-04-10 14:10:35 main:574] : INFO : Epoch 1949 | loss: 0.0311432 | val_loss: 0.0311833 | Time: 1994.16 ms
[2022-04-10 14:10:37 main:574] : INFO : Epoch 1950 | loss: 0.0311428 | val_loss: 0.0311917 | Time: 2002.61 ms
[2022-04-10 14:10:39 main:574] : INFO : Epoch 1951 | loss: 0.0311493 | val_loss: 0.0311952 | Time: 1968.24 ms
[2022-04-10 14:10:41 main:574] : INFO : Epoch 1952 | loss: 0.0311406 | val_loss: 0.0311857 | Time: 1933.12 ms
[2022-04-10 14:10:43 main:574] : INFO : Epoch 1953 | loss: 0.0311433 | val_loss: 0.0311871 | Time: 1972.31 ms
[2022-04-10 14:10:45 main:574] : INFO : Epoch 1954 | loss: 0.031146 | val_loss: 0.0311904 | Time: 1939.95 ms
[2022-04-10 14:10:47 main:574] : INFO : Epoch 1955 | loss: 0.0311452 | val_loss: 0.0311795 | Time: 1939.93 ms
[2022-04-10 14:10:49 main:574] : INFO : Epoch 1956 | loss: 0.0311439 | val_loss: 0.0311886 | Time: 1953.09 ms
[2022-04-10 14:10:51 main:574] : INFO : Epoch 1957 | loss: 0.0311406 | val_loss: 0.0311893 | Time: 2013.71 ms
[2022-04-10 14:10:53 main:574] : INFO : Epoch 1958 | loss: 0.0311386 | val_loss: 0.0311915 | Time: 2045.89 ms
[2022-04-10 14:10:55 main:574] : INFO : Epoch 1959 | loss: 0.0311387 | val_loss: 0.0311909 | Time: 1978.72 ms
[2022-04-10 14:10:57 main:574] : INFO : Epoch 1960 | loss: 0.0311374 | val_loss: 0.0311907 | Time: 1974.06 ms
[2022-04-10 14:10:59 main:574] : INFO : Epoch 1961 | loss: 0.0311398 | val_loss: 0.0311882 | Time: 1925.46 ms
[2022-04-10 14:11:01 main:574] : INFO : Epoch 1962 | loss: 0.0311432 | val_loss: 0.0311838 | Time: 1954.03 ms
[2022-04-10 14:11:03 main:574] : INFO : Epoch 1963 | loss: 0.0311404 | val_loss: 0.0311911 | Time: 1958.86 ms
[2022-04-10 14:11:05 main:574] : INFO : Epoch 1964 | loss: 0.0311407 | val_loss: 0.0311909 | Time: 1947.85 ms
[2022-04-10 14:11:07 main:574] : INFO : Epoch 1965 | loss: 0.0311387 | val_loss: 0.0311933 | Time: 1930.04 ms
[2022-04-10 14:11:09 main:574] : INFO : Epoch 1966 | loss: 0.0311414 | val_loss: 0.0311808 | Time: 1954.77 ms
[2022-04-10 14:11:10 main:574] : INFO : Epoch 1967 | loss: 0.0311407 | val_loss: 0.0311948 | Time: 1936.82 ms
[2022-04-10 14:11:12 main:574] : INFO : Epoch 1968 | loss: 0.03114 | val_loss: 0.0311912 | Time: 1919.74 ms
[2022-04-10 14:11:14 main:574] : INFO : Epoch 1969 | loss: 0.0311384 | val_loss: 0.0311955 | Time: 1937.12 ms
[2022-04-10 14:11:16 main:574] : INFO : Epoch 1970 | loss: 0.0311376 | val_loss: 0.0311942 | Time: 1989.9 ms
[2022-04-10 14:11:18 main:574] : INFO : Epoch 1971 | loss: 0.0311406 | val_loss: 0.0311864 | Time: 1943.98 ms
[2022-04-10 14:11:20 main:574] : INFO : Epoch 1972 | loss: 0.0311409 | val_loss: 0.0311828 | Time: 1950.91 ms
[2022-04-10 14:11:22 main:574] : INFO : Epoch 1973 | loss: 0.03114 | val_loss: 0.031186 | Time: 1938.37 ms
[2022-04-10 14:11:24 main:574] : INFO : Epoch 1974 | loss: 0.0311404 | val_loss: 0.0311962 | Time: 1957.02 ms
[2022-04-10 14:11:26 main:574] : INFO : Epoch 1975 | loss: 0.0311365 | val_loss: 0.0311877 | Time: 1953.03 ms
[2022-04-10 14:11:28 main:574] : INFO : Epoch 1976 | loss: 0.0311379 | val_loss: 0.0311847 | Time: 1950.05 ms
[2022-04-10 14:11:30 main:574] : INFO : Epoch 1977 | loss: 0.0311365 | val_loss: 0.0311884 | Time: 1949.16 ms
[2022-04-10 14:11:32 main:574] : INFO : Epoch 1978 | loss: 0.0311361 | val_loss: 0.031194 | Time: 1927.08 ms
[2022-04-10 14:11:34 main:574] : INFO : Epoch 1979 | loss: 0.0311352 | val_loss: 0.0311951 | Time: 1934.31 ms
[2022-04-10 14:11:36 main:574] : INFO : Epoch 1980 | loss: 0.0311365 | val_loss: 0.0311866 | Time: 1965.79 ms
[2022-04-10 14:11:38 main:574] : INFO : Epoch 1981 | loss: 0.0311373 | val_loss: 0.03119 | Time: 1959.47 ms
[2022-04-10 14:11:40 main:574] : INFO : Epoch 1982 | loss: 0.0311386 | val_loss: 0.0311948 | Time: 1936.38 ms
[2022-04-10 14:11:42 main:574] : INFO : Epoch 1983 | loss: 0.0311371 | val_loss: 0.0311936 | Time: 1952.21 ms
[2022-04-10 14:11:44 main:574] : INFO : Epoch 1984 | loss: 0.0311379 | val_loss: 0.0311892 | Time: 1942.2 ms
[2022-04-10 14:11:46 main:574] : INFO : Epoch 1985 | loss: 0.0311364 | val_loss: 0.0311908 | Time: 1938.5 ms
[2022-04-10 14:11:48 main:574] : INFO : Epoch 1986 | loss: 0.0311348 | val_loss: 0.0312035 | Time: 1955.07 ms
[2022-04-10 14:11:50 main:574] : INFO : Epoch 1987 | loss: 0.0311371 | val_loss: 0.0311914 | Time: 1923.65 ms
[2022-04-10 14:11:52 main:574] : INFO : Epoch 1988 | loss: 0.0311494 | val_loss: 0.0312091 | Time: 2174.95 ms
[2022-04-10 14:11:54 main:574] : INFO : Epoch 1989 | loss: 0.031168 | val_loss: 0.0311913 | Time: 1936.19 ms
[2022-04-10 14:11:56 main:574] : INFO : Epoch 1990 | loss: 0.0311521 | val_loss: 0.0311842 | Time: 1935.96 ms
[2022-04-10 14:11:58 main:574] : INFO : Epoch 1991 | loss: 0.0311454 | val_loss: 0.0311823 | Time: 1967.21 ms
[2022-04-10 14:11:59 main:574] : INFO : Epoch 1992 | loss: 0.0311426 | val_loss: 0.0311902 | Time: 1949.82 ms
[2022-04-10 14:12:01 main:574] : INFO : Epoch 1993 | loss: 0.031139 | val_loss: 0.0311883 | Time: 1952.58 ms
[2022-04-10 14:12:03 main:574] : INFO : Epoch 1994 | loss: 0.0311411 | val_loss: 0.0311863 | Time: 1972.8 ms
[2022-04-10 14:12:05 main:574] : INFO : Epoch 1995 | loss: 0.0311414 | val_loss: 0.0311868 | Time: 1942.09 ms
[2022-04-10 14:12:07 main:574] : INFO : Epoch 1996 | loss: 0.0311373 | val_loss: 0.0311898 | Time: 1952.32 ms
[2022-04-10 14:12:09 main:574] : INFO : Epoch 1997 | loss: 0.0311341 | val_loss: 0.0311974 | Time: 1935.74 ms
[2022-04-10 14:12:11 main:574] : INFO : Epoch 1998 | loss: 0.0311375 | val_loss: 0.0311865 | Time: 1945.58 ms
[2022-04-10 14:12:13 main:574] : INFO : Epoch 1999 | loss: 0.0311366 | val_loss: 0.0311883 | Time: 1937.91 ms
[2022-04-10 14:12:15 main:574] : INFO : Epoch 2000 | loss: 0.0311418 | val_loss: 0.0311855 | Time: 1929.12 ms
[2022-04-10 14:12:17 main:574] : INFO : Epoch 2001 | loss: 0.0311371 | val_loss: 0.0311964 | Time: 1960.55 ms
[2022-04-10 14:12:19 main:574] : INFO : Epoch 2002 | loss: 0.0311439 | val_loss: 0.0311841 | Time: 2003.43 ms
[2022-04-10 14:12:21 main:574] : INFO : Epoch 2003 | loss: 0.0311489 | val_loss: 0.0311807 | Time: 1949.44 ms
[2022-04-10 14:12:23 main:574] : INFO : Epoch 2004 | loss: 0.0311461 | val_loss: 0.0311823 | Time: 1982.5 ms
[2022-04-10 14:12:25 main:574] : INFO : Epoch 2005 | loss: 0.0311467 | val_loss: 0.0311889 | Time: 1984.86 ms
[2022-04-10 14:12:27 main:574] : INFO : Epoch 2006 | loss: 0.0311439 | val_loss: 0.0311844 | Time: 1946.66 ms
[2022-04-10 14:12:29 main:574] : INFO : Epoch 2007 | loss: 0.0311413 | val_loss: 0.0311842 | Time: 1978.31 ms
[2022-04-10 14:12:31 main:574] : INFO : Epoch 2008 | loss: 0.0311406 | val_loss: 0.031185 | Time: 1957.52 ms
[2022-04-10 14:12:33 main:574] : INFO : Epoch 2009 | loss: 0.03114 | val_loss: 0.0311838 | Time: 1982.76 ms
[2022-04-10 14:12:35 main:574] : INFO : Epoch 2010 | loss: 0.0311391 | val_loss: 0.0311919 | Time: 1946.35 ms
[2022-04-10 14:12:37 main:574] : INFO : Epoch 2011 | loss: 0.0311383 | val_loss: 0.0311865 | Time: 1918.6 ms
[2022-04-10 14:12:39 main:574] : INFO : Epoch 2012 | loss: 0.0311387 | val_loss: 0.0311806 | Time: 1995.07 ms
[2022-04-10 14:12:41 main:574] : INFO : Epoch 2013 | loss: 0.0311416 | val_loss: 0.0311898 | Time: 1940.3 ms
[2022-04-10 14:12:43 main:574] : INFO : Epoch 2014 | loss: 0.0311407 | val_loss: 0.0311898 | Time: 1949.15 ms
[2022-04-10 14:12:45 main:574] : INFO : Epoch 2015 | loss: 0.0311382 | val_loss: 0.0311879 | Time: 1932.48 ms
[2022-04-10 14:12:47 main:574] : INFO : Epoch 2016 | loss: 0.0311394 | val_loss: 0.0311866 | Time: 1934.85 ms
[2022-04-10 14:12:49 main:574] : INFO : Epoch 2017 | loss: 0.0311389 | val_loss: 0.0311975 | Time: 1971.21 ms
[2022-04-10 14:12:50 main:574] : INFO : Epoch 2018 | loss: 0.0311406 | val_loss: 0.0311939 | Time: 1945.76 ms
[2022-04-10 14:12:52 main:574] : INFO : Epoch 2019 | loss: 0.0311361 | val_loss: 0.0311863 | Time: 1951.44 ms
[2022-04-10 14:12:54 main:574] : INFO : Epoch 2020 | loss: 0.0311364 | val_loss: 0.0311855 | Time: 1947.76 ms
[2022-04-10 14:12:56 main:574] : INFO : Epoch 2021 | loss: 0.0311383 | val_loss: 0.0311874 | Time: 1948.72 ms
[2022-04-10 14:12:58 main:574] : INFO : Epoch 2022 | loss: 0.0311346 | val_loss: 0.031192 | Time: 1944.66 ms
[2022-04-10 14:13:00 main:574] : INFO : Epoch 2023 | loss: 0.0311357 | val_loss: 0.0311909 | Time: 1957.97 ms
[2022-04-10 14:13:02 main:574] : INFO : Epoch 2024 | loss: 0.0311356 | val_loss: 0.0311866 | Time: 1927.74 ms
[2022-04-10 14:13:04 main:574] : INFO : Epoch 2025 | loss: 0.0311378 | val_loss: 0.0311891 | Time: 1973.08 ms
[2022-04-10 14:13:06 main:574] : INFO : Epoch 2026 | loss: 0.0311355 | val_loss: 0.031192 | Time: 1935.7 ms
[2022-04-10 14:13:08 main:574] : INFO : Epoch 2027 | loss: 0.0311354 | val_loss: 0.0311889 | Time: 1942.13 ms
[2022-04-10 14:13:10 main:574] : INFO : Epoch 2028 | loss: 0.0311404 | val_loss: 0.0311859 | Time: 1961.34 ms
[2022-04-10 14:13:12 main:574] : INFO : Epoch 2029 | loss: 0.0311368 | val_loss: 0.0311936 | Time: 1965.44 ms
[2022-04-10 14:13:14 main:574] : INFO : Epoch 2030 | loss: 0.0311338 | val_loss: 0.0311945 | Time: 1913.8 ms
[2022-04-10 14:13:16 main:574] : INFO : Epoch 2031 | loss: 0.0311336 | val_loss: 0.0311878 | Time: 1962.35 ms
[2022-04-10 14:13:18 main:574] : INFO : Epoch 2032 | loss: 0.0311374 | val_loss: 0.0311991 | Time: 1965.68 ms
[2022-04-10 14:13:20 main:574] : INFO : Epoch 2033 | loss: 0.0311383 | val_loss: 0.0311821 | Time: 1947.06 ms
[2022-04-10 14:13:22 main:574] : INFO : Epoch 2034 | loss: 0.0311434 | val_loss: 0.0311833 | Time: 1957.37 ms
[2022-04-10 14:13:24 main:574] : INFO : Epoch 2035 | loss: 0.031147 | val_loss: 0.0311942 | Time: 1961.76 ms
[2022-04-10 14:13:26 main:574] : INFO : Epoch 2036 | loss: 0.0311586 | val_loss: 0.0312025 | Time: 1932.26 ms
[2022-04-10 14:13:28 main:574] : INFO : Epoch 2037 | loss: 0.0311411 | val_loss: 0.0311925 | Time: 1935.68 ms
[2022-04-10 14:13:30 main:574] : INFO : Epoch 2038 | loss: 0.0311354 | val_loss: 0.0311849 | Time: 1963.86 ms
[2022-04-10 14:13:31 main:574] : INFO : Epoch 2039 | loss: 0.0311375 | val_loss: 0.0311823 | Time: 1933.43 ms
[2022-04-10 14:13:33 main:574] : INFO : Epoch 2040 | loss: 0.0311362 | val_loss: 0.0311928 | Time: 1947.67 ms
[2022-04-10 14:13:35 main:574] : INFO : Epoch 2041 | loss: 0.0311355 | val_loss: 0.0311954 | Time: 1951.3 ms
[2022-04-10 14:13:37 main:574] : INFO : Epoch 2042 | loss: 0.0311322 | val_loss: 0.0311964 | Time: 1939.89 ms
[2022-04-10 14:13:39 main:574] : INFO : Epoch 2043 | loss: 0.0311315 | val_loss: 0.0311889 | Time: 1938.36 ms
[2022-04-10 14:13:41 main:574] : INFO : Epoch 2044 | loss: 0.03113 | val_loss: 0.0311932 | Time: 1944.2 ms
[2022-04-10 14:13:43 main:574] : INFO : Epoch 2045 | loss: 0.0311356 | val_loss: 0.0311958 | Time: 1925.23 ms
[2022-04-10 14:13:45 main:574] : INFO : Epoch 2046 | loss: 0.0311416 | val_loss: 0.0311989 | Time: 1930.21 ms
[2022-04-10 14:13:47 main:574] : INFO : Epoch 2047 | loss: 0.0311442 | val_loss: 0.0311848 | Time: 1965.6 ms
[2022-04-10 14:13:49 main:574] : INFO : Epoch 2048 | loss: 0.0311382 | val_loss: 0.0311912 | Time: 1941.43 ms
[2022-04-10 14:13:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311912
[2022-04-10 14:13:49 main:603] : INFO : Saving end state to config to file
[2022-04-10 14:13:49 main:608] : INFO : Success, exiting..
14:13:49 (15636): 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)