Task 14595747
| Name | ParityModified-1647045032-16492-3-0_0 |
| Workunit | 11617684 |
| Created | 10 Apr 2022, 15:56:42 UTC |
| Sent | 10 Apr 2022, 18:53:53 UTC |
| Report deadline | 18 Apr 2022, 18:53:53 UTC |
| Received | 11 Apr 2022, 18:07:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 10 min 5 sec |
| CPU time | 1 hours 9 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-04-11 18:49:23 main:574] : INFO : Epoch 1542 | loss: 0.0311898 | val_loss: 0.0311951 | Time: 1995.84 ms [2022-04-11 18:49:25 main:574] : INFO : Epoch 1543 | loss: 0.0311895 | val_loss: 0.0311931 | Time: 2025.37 ms [2022-04-11 18:49:27 main:574] : INFO : Epoch 1544 | loss: 0.0311893 | val_loss: 0.0311947 | Time: 1975.3 ms [2022-04-11 18:49:29 main:574] : INFO : Epoch 1545 | loss: 0.0311898 | val_loss: 0.0311931 | Time: 1965.83 ms [2022-04-11 18:49:31 main:574] : INFO : Epoch 1546 | loss: 0.0311918 | val_loss: 0.0311958 | Time: 2045.94 ms [2022-04-11 18:49:33 main:574] : INFO : Epoch 1547 | loss: 0.0311895 | val_loss: 0.031193 | Time: 1970.96 ms [2022-04-11 18:49:35 main:574] : INFO : Epoch 1548 | loss: 0.0311916 | val_loss: 0.0311914 | Time: 1997.77 ms [2022-04-11 18:49:37 main:574] : INFO : Epoch 1549 | loss: 0.03119 | val_loss: 0.0311937 | Time: 1946.98 ms [2022-04-11 18:49:39 main:574] : INFO : Epoch 1550 | loss: 0.03119 | val_loss: 0.0311931 | Time: 2020.99 ms [2022-04-11 18:49:41 main:574] : INFO : Epoch 1551 | loss: 0.0311897 | val_loss: 0.0311945 | Time: 2023.58 ms [2022-04-11 18:49:43 main:574] : INFO : Epoch 1552 | loss: 0.0311914 | val_loss: 0.0311981 | Time: 1967.7 ms [2022-04-11 18:49:45 main:574] : INFO : Epoch 1553 | loss: 0.0311924 | val_loss: 0.0311951 | Time: 2071.26 ms [2022-04-11 18:49:47 main:574] : INFO : Epoch 1554 | loss: 0.0311929 | val_loss: 0.0311994 | Time: 2011.08 ms [2022-04-11 18:49:49 main:574] : INFO : Epoch 1555 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 2005.97 ms [2022-04-11 18:49:51 main:574] : INFO : Epoch 1556 | loss: 0.0311923 | val_loss: 0.0311942 | Time: 1937.32 ms [2022-04-11 18:49:53 main:574] : INFO : Epoch 1557 | loss: 0.0311907 | val_loss: 0.031192 | Time: 1943.15 ms [2022-04-11 18:49:55 main:574] : INFO : Epoch 1558 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 2002.79 ms [2022-04-11 18:49:57 main:574] : INFO : Epoch 1559 | loss: 0.0311928 | val_loss: 0.0311912 | Time: 2079.34 ms [2022-04-11 18:49:59 main:574] : INFO : Epoch 1560 | loss: 0.0311893 | val_loss: 0.031193 | Time: 2081.79 ms [2022-04-11 18:50:01 main:574] : INFO : Epoch 1561 | loss: 0.031191 | val_loss: 0.0311921 | Time: 2155.16 ms [2022-04-11 18:50:03 main:574] : INFO : Epoch 1562 | loss: 0.0311896 | val_loss: 0.0311929 | Time: 2103.69 ms [2022-04-11 18:50:05 main:574] : INFO : Epoch 1563 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 2084.03 ms [2022-04-11 18:50:08 main:574] : INFO : Epoch 1564 | loss: 0.0311884 | val_loss: 0.0311916 | Time: 2083.08 ms [2022-04-11 18:50:10 main:574] : INFO : Epoch 1565 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 2291.07 ms [2022-04-11 18:50:12 main:574] : INFO : Epoch 1566 | loss: 0.0311901 | val_loss: 0.0311941 | Time: 1935.82 ms [2022-04-11 18:50:14 main:574] : INFO : Epoch 1567 | loss: 0.0311899 | val_loss: 0.0311912 | Time: 2023.26 ms [2022-04-11 18:50:16 main:574] : INFO : Epoch 1568 | loss: 0.0311888 | val_loss: 0.031195 | Time: 1990.35 ms [2022-04-11 18:50:18 main:574] : INFO : Epoch 1569 | loss: 0.0311915 | val_loss: 0.0311954 | Time: 1986 ms [2022-04-11 18:50:20 main:574] : INFO : Epoch 1570 | loss: 0.03119 | val_loss: 0.0311916 | Time: 2263.7 ms [2022-04-11 18:50:22 main:574] : INFO : Epoch 1571 | loss: 0.0311882 | val_loss: 0.031194 | Time: 2173.66 ms [2022-04-11 18:50:24 main:574] : INFO : Epoch 1572 | loss: 0.0311917 | val_loss: 0.0311911 | Time: 2161.68 ms [2022-04-11 18:50:26 main:574] : INFO : Epoch 1573 | loss: 0.0311886 | val_loss: 0.0311915 | Time: 2054.32 ms [2022-04-11 18:50:29 main:574] : INFO : Epoch 1574 | loss: 0.0311884 | val_loss: 0.0311929 | Time: 2215.72 ms [2022-04-11 18:50:31 main:574] : INFO : Epoch 1575 | loss: 0.0311894 | val_loss: 0.0311931 | Time: 2161.61 ms [2022-04-11 18:50:33 main:574] : INFO : Epoch 1576 | loss: 0.0311878 | val_loss: 0.031195 | Time: 2114.32 ms [2022-04-11 18:50:35 main:574] : INFO : Epoch 1577 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 1963.74 ms [2022-04-11 18:50:37 main:574] : INFO : Epoch 1578 | loss: 0.031188 | val_loss: 0.0311915 | Time: 2173.02 ms [2022-04-11 18:50:39 main:574] : INFO : Epoch 1579 | loss: 0.0311874 | val_loss: 0.0311918 | Time: 2071.85 ms [2022-04-11 18:50:41 main:574] : INFO : Epoch 1580 | loss: 0.0311878 | val_loss: 0.0311927 | Time: 1990.61 ms [2022-04-11 18:50:43 main:574] : INFO : Epoch 1581 | loss: 0.0311885 | val_loss: 0.031193 | Time: 2071.61 ms [2022-04-11 18:50:45 main:574] : INFO : Epoch 1582 | loss: 0.0311884 | val_loss: 0.0311932 | Time: 2060.12 ms [2022-04-11 18:50:47 main:574] : INFO : Epoch 1583 | loss: 0.0311882 | val_loss: 0.0311917 | Time: 2147.56 ms [2022-04-11 18:50:50 main:574] : INFO : Epoch 1584 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 2019.13 ms [2022-04-11 18:50:52 main:574] : INFO : Epoch 1585 | loss: 0.0311888 | val_loss: 0.0311942 | Time: 2180.7 ms [2022-04-11 18:50:54 main:574] : INFO : Epoch 1586 | loss: 0.0311876 | val_loss: 0.0311922 | Time: 2043.6 ms [2022-04-11 18:50:56 main:574] : INFO : Epoch 1587 | loss: 0.0311876 | val_loss: 0.0311976 | Time: 2238.67 ms [2022-04-11 18:50:58 main:574] : INFO : Epoch 1588 | loss: 0.0311914 | val_loss: 0.0311931 | Time: 2136.67 ms [2022-04-11 18:51:00 main:574] : INFO : Epoch 1589 | loss: 0.0311884 | val_loss: 0.0311946 | Time: 2098.14 ms [2022-04-11 18:51:02 main:574] : INFO : Epoch 1590 | loss: 0.0311878 | val_loss: 0.031195 | Time: 2073.78 ms [2022-04-11 18:51:04 main:574] : INFO : Epoch 1591 | loss: 0.0311901 | val_loss: 0.0311978 | Time: 2105.22 ms [2022-04-11 18:51:07 main:574] : INFO : Epoch 1592 | loss: 0.0311896 | val_loss: 0.0311922 | Time: 2173.75 ms [2022-04-11 18:51:09 main:574] : INFO : Epoch 1593 | loss: 0.0311878 | val_loss: 0.0311919 | Time: 2142.8 ms [2022-04-11 18:51:11 main:574] : INFO : Epoch 1594 | loss: 0.0311872 | val_loss: 0.0311923 | Time: 2204.34 ms [2022-04-11 18:51:13 main:574] : INFO : Epoch 1595 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 2066.48 ms [2022-04-11 18:51:15 main:574] : INFO : Epoch 1596 | loss: 0.0311885 | val_loss: 0.0311945 | Time: 2035.75 ms [2022-04-11 18:51:17 main:574] : INFO : Epoch 1597 | loss: 0.0311877 | val_loss: 0.0311916 | Time: 1973.39 ms [2022-04-11 18:51:19 main:574] : INFO : Epoch 1598 | loss: 0.0311879 | val_loss: 0.0311919 | Time: 1956.76 ms [2022-04-11 18:51:21 main:574] : INFO : Epoch 1599 | loss: 0.0311882 | val_loss: 0.0311934 | Time: 2050.69 ms [2022-04-11 18:51:23 main:574] : INFO : Epoch 1600 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 2026.33 ms [2022-04-11 18:51:25 main:574] : INFO : Epoch 1601 | loss: 0.0311884 | val_loss: 0.0311929 | Time: 2007.78 ms [2022-04-11 18:51:27 main:574] : INFO : Epoch 1602 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 2102.2 ms [2022-04-11 18:51:29 main:574] : INFO : Epoch 1603 | loss: 0.0311883 | val_loss: 0.0311913 | Time: 1957.97 ms [2022-04-11 18:51:31 main:574] : INFO : Epoch 1604 | loss: 0.0311876 | val_loss: 0.0311917 | Time: 1978.23 ms [2022-04-11 18:51:33 main:574] : INFO : Epoch 1605 | loss: 0.031188 | val_loss: 0.0311909 | Time: 1956.71 ms [2022-04-11 18:51:35 main:574] : INFO : Epoch 1606 | loss: 0.0311871 | val_loss: 0.0311917 | Time: 2021.57 ms [2022-04-11 18:51:37 main:574] : INFO : Epoch 1607 | loss: 0.0311877 | val_loss: 0.0311917 | Time: 2053.26 ms [2022-04-11 18:51:39 main:574] : INFO : Epoch 1608 | loss: 0.0311893 | val_loss: 0.031192 | Time: 2039.74 ms [2022-04-11 18:51:41 main:574] : INFO : Epoch 1609 | loss: 0.0311874 | val_loss: 0.0311913 | Time: 2033.24 ms [2022-04-11 18:51:43 main:574] : INFO : Epoch 1610 | loss: 0.0311873 | val_loss: 0.0311924 | Time: 2049.74 ms [2022-04-11 18:51:46 main:574] : INFO : Epoch 1611 | loss: 0.0311879 | val_loss: 0.0311952 | Time: 2134.2 ms [2022-04-11 18:51:48 main:574] : INFO : Epoch 1612 | loss: 0.0311878 | val_loss: 0.0311918 | Time: 2030.32 ms [2022-04-11 18:51:50 main:574] : INFO : Epoch 1613 | loss: 0.0311876 | val_loss: 0.0311911 | Time: 2018.18 ms [2022-04-11 18:51:52 main:574] : INFO : Epoch 1614 | loss: 0.0311883 | val_loss: 0.031195 | Time: 1945.46 ms [2022-04-11 18:51:54 main:574] : INFO : Epoch 1615 | loss: 0.0311888 | val_loss: 0.0311908 | Time: 2130.76 ms [2022-04-11 18:51:56 main:574] : INFO : Epoch 1616 | loss: 0.031187 | val_loss: 0.0311922 | Time: 2012.56 ms [2022-04-11 18:51:58 main:574] : INFO : Epoch 1617 | loss: 0.0311874 | val_loss: 0.031193 | Time: 1941.59 ms [2022-04-11 18:52:00 main:574] : INFO : Epoch 1618 | loss: 0.0311886 | val_loss: 0.0311917 | Time: 2052.51 ms [2022-04-11 18:52:02 main:574] : INFO : Epoch 1619 | loss: 0.031188 | val_loss: 0.0311944 | Time: 2017.12 ms [2022-04-11 18:52:04 main:574] : INFO : Epoch 1620 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 2077.06 ms [2022-04-11 18:52:06 main:574] : INFO : Epoch 1621 | loss: 0.031195 | val_loss: 0.0311966 | Time: 2015.89 ms [2022-04-11 18:52:08 main:574] : INFO : Epoch 1622 | loss: 0.031193 | val_loss: 0.0311919 | Time: 2174.18 ms [2022-04-11 18:52:10 main:574] : INFO : Epoch 1623 | loss: 0.0311912 | val_loss: 0.0311924 | Time: 1991 ms [2022-04-11 18:52:12 main:574] : INFO : Epoch 1624 | loss: 0.0311909 | val_loss: 0.0311926 | Time: 2070.13 ms [2022-04-11 18:52:14 main:574] : INFO : Epoch 1625 | loss: 0.0311896 | val_loss: 0.0311936 | Time: 2018.29 ms [2022-04-11 18:52:16 main:574] : INFO : Epoch 1626 | loss: 0.0311903 | val_loss: 0.0311926 | Time: 1937.4 ms [2022-04-11 18:52:18 main:574] : INFO : Epoch 1627 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 1936.31 ms [2022-04-11 18:52:20 main:574] : INFO : Epoch 1628 | loss: 0.0311894 | val_loss: 0.0311931 | Time: 2055.42 ms [2022-04-11 18:52:22 main:574] : INFO : Epoch 1629 | loss: 0.0311894 | val_loss: 0.031191 | Time: 2022.87 ms [2022-04-11 18:52:24 main:574] : INFO : Epoch 1630 | loss: 0.0311895 | val_loss: 0.0311907 | Time: 2052.55 ms [2022-04-11 18:52:26 main:574] : INFO : Epoch 1631 | loss: 0.0311898 | val_loss: 0.0311927 | Time: 2057.48 ms [2022-04-11 18:52:28 main:574] : INFO : Epoch 1632 | loss: 0.03119 | val_loss: 0.0311945 | Time: 2054.8 ms [2022-04-11 18:52:30 main:574] : INFO : Epoch 1633 | loss: 0.0311891 | val_loss: 0.031191 | Time: 2092.64 ms [2022-04-11 18:52:32 main:574] : INFO : Epoch 1634 | loss: 0.0311896 | val_loss: 0.0311954 | Time: 2069.9 ms [2022-04-11 18:52:34 main:574] : INFO : Epoch 1635 | loss: 0.0311902 | val_loss: 0.0311935 | Time: 2045.79 ms [2022-04-11 18:52:36 main:574] : INFO : Epoch 1636 | loss: 0.0311908 | val_loss: 0.0311929 | Time: 1948.4 ms [2022-04-11 18:52:39 main:574] : INFO : Epoch 1637 | loss: 0.0311891 | val_loss: 0.0311922 | Time: 2138.39 ms [2022-04-11 18:52:41 main:574] : INFO : Epoch 1638 | loss: 0.031191 | val_loss: 0.0311921 | Time: 1954.68 ms [2022-04-11 18:52:43 main:574] : INFO : Epoch 1639 | loss: 0.0311893 | val_loss: 0.0311915 | Time: 1999.06 ms [2022-04-11 18:52:45 main:574] : INFO : Epoch 1640 | loss: 0.0311881 | val_loss: 0.0311934 | Time: 2024.23 ms [2022-04-11 18:52:47 main:574] : INFO : Epoch 1641 | loss: 0.0311908 | val_loss: 0.0311951 | Time: 2206.67 ms [2022-04-11 18:52:49 main:574] : INFO : Epoch 1642 | loss: 0.03119 | val_loss: 0.0311924 | Time: 1999.5 ms [2022-04-11 18:52:51 main:574] : INFO : Epoch 1643 | loss: 0.0311904 | val_loss: 0.0311928 | Time: 2069.94 ms [2022-04-11 18:52:53 main:574] : INFO : Epoch 1644 | loss: 0.0311902 | val_loss: 0.0311929 | Time: 1994.82 ms [2022-04-11 18:52:55 main:574] : INFO : Epoch 1645 | loss: 0.0311887 | val_loss: 0.0311915 | Time: 2041.71 ms [2022-04-11 18:52:57 main:574] : INFO : Epoch 1646 | loss: 0.0311879 | val_loss: 0.031192 | Time: 2107.66 ms [2022-04-11 18:52:59 main:574] : INFO : Epoch 1647 | loss: 0.0311884 | val_loss: 0.0311929 | Time: 1947.21 ms [2022-04-11 18:53:01 main:574] : INFO : Epoch 1648 | loss: 0.0311887 | val_loss: 0.0311928 | Time: 2040.85 ms [2022-04-11 18:53:03 main:574] : INFO : Epoch 1649 | loss: 0.0311885 | val_loss: 0.0311957 | Time: 2066.94 ms [2022-04-11 18:53:05 main:574] : INFO : Epoch 1650 | loss: 0.0311884 | val_loss: 0.031192 | Time: 1966.31 ms [2022-04-11 18:53:07 main:574] : INFO : Epoch 1651 | loss: 0.0311891 | val_loss: 0.0311947 | Time: 2013.58 ms [2022-04-11 18:53:09 main:574] : INFO : Epoch 1652 | loss: 0.031189 | val_loss: 0.0311951 | Time: 1942.32 ms [2022-04-11 18:53:11 main:574] : INFO : Epoch 1653 | loss: 0.0311885 | val_loss: 0.031193 | Time: 2060.58 ms [2022-04-11 18:53:13 main:574] : INFO : Epoch 1654 | loss: 0.0311885 | val_loss: 0.0311944 | Time: 1981.14 ms [2022-04-11 18:53:15 main:574] : INFO : Epoch 1655 | loss: 0.0311905 | val_loss: 0.0311965 | Time: 2263.91 ms [2022-04-11 18:53:18 main:574] : INFO : Epoch 1656 | loss: 0.0311902 | val_loss: 0.0311954 | Time: 2322.35 ms [2022-04-11 18:53:20 main:574] : INFO : Epoch 1657 | loss: 0.0311943 | val_loss: 0.0311959 | Time: 2206.1 ms [2022-04-11 18:53:22 main:574] : INFO : Epoch 1658 | loss: 0.0311937 | val_loss: 0.0311952 | Time: 2099.02 ms [2022-04-11 18:53:24 main:574] : INFO : Epoch 1659 | loss: 0.0311928 | val_loss: 0.0311943 | Time: 2163.6 ms [2022-04-11 18:53:27 main:574] : INFO : Epoch 1660 | loss: 0.0311915 | val_loss: 0.0311943 | Time: 2361.33 ms [2022-04-11 18:53:29 main:574] : INFO : Epoch 1661 | loss: 0.0311918 | val_loss: 0.0311964 | Time: 2122.65 ms [2022-04-11 18:53:31 main:574] : INFO : Epoch 1662 | loss: 0.031192 | val_loss: 0.0311939 | Time: 2064.49 ms [2022-04-11 18:53:33 main:574] : INFO : Epoch 1663 | loss: 0.0311907 | val_loss: 0.0312009 | Time: 1915.97 ms [2022-04-11 18:53:35 main:574] : INFO : Epoch 1664 | loss: 0.0311928 | val_loss: 0.0311969 | Time: 2058.61 ms [2022-04-11 18:53:37 main:574] : INFO : Epoch 1665 | loss: 0.0311932 | val_loss: 0.0311996 | Time: 2126.76 ms [2022-04-11 18:53:39 main:574] : INFO : Epoch 1666 | loss: 0.0311941 | val_loss: 0.031197 | Time: 1990.7 ms [2022-04-11 18:53:41 main:574] : INFO : Epoch 1667 | loss: 0.0311926 | val_loss: 0.031197 | Time: 2098.52 ms [2022-04-11 18:53:43 main:574] : INFO : Epoch 1668 | loss: 0.0311913 | val_loss: 0.031194 | Time: 2074.01 ms [2022-04-11 18:53:45 main:574] : INFO : Epoch 1669 | loss: 0.0311903 | val_loss: 0.0311938 | Time: 2108.98 ms [2022-04-11 18:53:47 main:574] : INFO : Epoch 1670 | loss: 0.0311908 | val_loss: 0.031194 | Time: 2049.48 ms [2022-04-11 18:53:49 main:574] : INFO : Epoch 1671 | loss: 0.0311992 | val_loss: 0.0311985 | Time: 2047.04 ms [2022-04-11 18:53:51 main:574] : INFO : Epoch 1672 | loss: 0.0311946 | val_loss: 0.0311943 | Time: 2075.84 ms [2022-04-11 18:53:53 main:574] : INFO : Epoch 1673 | loss: 0.0311933 | val_loss: 0.0311925 | Time: 2120 ms [2022-04-11 18:53:55 main:574] : INFO : Epoch 1674 | loss: 0.0311901 | val_loss: 0.0311933 | Time: 2039.76 ms [2022-04-11 18:53:58 main:574] : INFO : Epoch 1675 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 2120.04 ms [2022-04-11 18:54:00 main:574] : INFO : Epoch 1676 | loss: 0.0311892 | val_loss: 0.0311924 | Time: 1949.63 ms [2022-04-11 18:54:02 main:574] : INFO : Epoch 1677 | loss: 0.0311891 | val_loss: 0.0311922 | Time: 1972.99 ms [2022-04-11 18:54:04 main:574] : INFO : Epoch 1678 | loss: 0.0311887 | val_loss: 0.0311931 | Time: 2149.08 ms [2022-04-11 18:54:06 main:574] : INFO : Epoch 1679 | loss: 0.0311893 | val_loss: 0.0311926 | Time: 1981.53 ms [2022-04-11 18:54:08 main:574] : INFO : Epoch 1680 | loss: 0.0311892 | val_loss: 0.0311928 | Time: 2003.43 ms [2022-04-11 18:54:10 main:574] : INFO : Epoch 1681 | loss: 0.0311887 | val_loss: 0.0311927 | Time: 2020.62 ms [2022-04-11 18:54:12 main:574] : INFO : Epoch 1682 | loss: 0.0311881 | val_loss: 0.0311933 | Time: 2092.2 ms [2022-04-11 18:54:14 main:574] : INFO : Epoch 1683 | loss: 0.0311886 | val_loss: 0.0311937 | Time: 1958.17 ms [2022-04-11 18:54:16 main:574] : INFO : Epoch 1684 | loss: 0.0311885 | val_loss: 0.0311961 | Time: 2018.62 ms [2022-04-11 18:54:18 main:574] : INFO : Epoch 1685 | loss: 0.0311899 | val_loss: 0.0312116 | Time: 2086.66 ms [2022-04-11 18:54:20 main:574] : INFO : Epoch 1686 | loss: 0.0311881 | val_loss: 0.0311977 | Time: 1998.55 ms [2022-04-11 18:54:22 main:574] : INFO : Epoch 1687 | loss: 0.0311888 | val_loss: 0.0312085 | Time: 2114.06 ms [2022-04-11 18:54:24 main:574] : INFO : Epoch 1688 | loss: 0.0311902 | val_loss: 0.0312028 | Time: 2038.93 ms [2022-04-11 18:54:26 main:574] : INFO : Epoch 1689 | loss: 0.0311896 | val_loss: 0.0311954 | Time: 2052.05 ms [2022-04-11 18:54:28 main:574] : INFO : Epoch 1690 | loss: 0.0311884 | val_loss: 0.031195 | Time: 2020.09 ms [2022-04-11 18:54:30 main:574] : INFO : Epoch 1691 | loss: 0.0311895 | val_loss: 0.0311969 | Time: 1999.07 ms [2022-04-11 18:54:32 main:574] : INFO : Epoch 1692 | loss: 0.0311889 | val_loss: 0.0311947 | Time: 2051.08 ms [2022-04-11 18:54:34 main:574] : INFO : Epoch 1693 | loss: 0.0311885 | val_loss: 0.0311936 | Time: 2143.84 ms [2022-04-11 18:54:36 main:574] : INFO : Epoch 1694 | loss: 0.0311915 | val_loss: 0.0311968 | Time: 2020.53 ms [2022-04-11 18:54:38 main:574] : INFO : Epoch 1695 | loss: 0.031189 | val_loss: 0.0311938 | Time: 2052.27 ms [2022-04-11 18:54:40 main:574] : INFO : Epoch 1696 | loss: 0.0311906 | val_loss: 0.0311929 | Time: 2018.34 ms [2022-04-11 18:54:42 main:574] : INFO : Epoch 1697 | loss: 0.0311901 | val_loss: 0.0311964 | Time: 1995.98 ms [2022-04-11 18:54:45 main:574] : INFO : Epoch 1698 | loss: 0.0311903 | val_loss: 0.031206 | Time: 2075.64 ms [2022-04-11 18:54:47 main:574] : INFO : Epoch 1699 | loss: 0.0311932 | val_loss: 0.031198 | Time: 2009.5 ms [2022-04-11 18:54:49 main:574] : INFO : Epoch 1700 | loss: 0.0311908 | val_loss: 0.0311998 | Time: 2107.59 ms [2022-04-11 18:54:51 main:574] : INFO : Epoch 1701 | loss: 0.0311919 | val_loss: 0.0311972 | Time: 2070.66 ms [2022-04-11 18:54:53 main:574] : INFO : Epoch 1702 | loss: 0.0311896 | val_loss: 0.0311997 | Time: 1950.33 ms [2022-04-11 18:54:55 main:574] : INFO : Epoch 1703 | loss: 0.0311897 | val_loss: 0.0311943 | Time: 2065.21 ms [2022-04-11 18:54:57 main:574] : INFO : Epoch 1704 | loss: 0.0311886 | val_loss: 0.0311962 | Time: 2038.16 ms [2022-04-11 18:54:59 main:574] : INFO : Epoch 1705 | loss: 0.0311903 | val_loss: 0.0311947 | Time: 1988.74 ms [2022-04-11 18:55:01 main:574] : INFO : Epoch 1706 | loss: 0.0311892 | val_loss: 0.0311973 | Time: 2004.53 ms [2022-04-11 18:55:03 main:574] : INFO : Epoch 1707 | loss: 0.0311881 | val_loss: 0.0311944 | Time: 2102.24 ms [2022-04-11 18:55:05 main:574] : INFO : Epoch 1708 | loss: 0.0311878 | val_loss: 0.031194 | Time: 1968.06 ms [2022-04-11 18:55:07 main:574] : INFO : Epoch 1709 | loss: 0.0311895 | val_loss: 0.0311947 | Time: 2005.23 ms [2022-04-11 18:55:09 main:574] : INFO : Epoch 1710 | loss: 0.0311871 | val_loss: 0.0311934 | Time: 2183.39 ms [2022-04-11 18:55:11 main:574] : INFO : Epoch 1711 | loss: 0.031188 | val_loss: 0.0311998 | Time: 2049.45 ms [2022-04-11 18:55:13 main:574] : INFO : Epoch 1712 | loss: 0.0311883 | val_loss: 0.031193 | Time: 1927.96 ms [2022-04-11 18:55:15 main:574] : INFO : Epoch 1713 | loss: 0.031187 | val_loss: 0.0311935 | Time: 2094.56 ms [2022-04-11 18:55:17 main:574] : INFO : Epoch 1714 | loss: 0.031188 | val_loss: 0.0311959 | Time: 1994.97 ms [2022-04-11 18:55:19 main:574] : INFO : Epoch 1715 | loss: 0.0311885 | val_loss: 0.0311955 | Time: 2054.06 ms [2022-04-11 18:55:21 main:574] : INFO : Epoch 1716 | loss: 0.03119 | val_loss: 0.0312 | Time: 2077.38 ms [2022-04-11 18:55:23 main:574] : INFO : Epoch 1717 | loss: 0.0311891 | val_loss: 0.031193 | Time: 2067.84 ms [2022-04-11 18:55:25 main:574] : INFO : Epoch 1718 | loss: 0.031188 | val_loss: 0.0311948 | Time: 2026.27 ms [2022-04-11 18:55:28 main:574] : INFO : Epoch 1719 | loss: 0.0311894 | val_loss: 0.0311976 | Time: 2112.46 ms [2022-04-11 18:55:30 main:574] : INFO : Epoch 1720 | loss: 0.0311889 | val_loss: 0.0311926 | Time: 1990.69 ms [2022-04-11 18:55:32 main:574] : INFO : Epoch 1721 | loss: 0.0311891 | val_loss: 0.0311938 | Time: 1974.15 ms [2022-04-11 18:55:34 main:574] : INFO : Epoch 1722 | loss: 0.0311903 | val_loss: 0.0311972 | Time: 2050.82 ms [2022-04-11 18:55:36 main:574] : INFO : Epoch 1723 | loss: 0.0311886 | val_loss: 0.0311952 | Time: 2096.29 ms [2022-04-11 18:55:38 main:574] : INFO : Epoch 1724 | loss: 0.0311883 | val_loss: 0.0311925 | Time: 1987.33 ms [2022-04-11 18:55:40 main:574] : INFO : Epoch 1725 | loss: 0.0311878 | val_loss: 0.0311947 | Time: 2071.8 ms [2022-04-11 18:55:42 main:574] : INFO : Epoch 1726 | loss: 0.031192 | val_loss: 0.0311941 | Time: 1962.25 ms [2022-04-11 18:55:44 main:574] : INFO : Epoch 1727 | loss: 0.0311918 | val_loss: 0.0311946 | Time: 2111.41 ms [2022-04-11 18:55:46 main:574] : INFO : Epoch 1728 | loss: 0.0311877 | val_loss: 0.0311917 | Time: 2322.92 ms [2022-04-11 18:55:49 main:574] : INFO : Epoch 1729 | loss: 0.0311878 | val_loss: 0.0311918 | Time: 2429.5 ms [2022-04-11 18:55:51 main:574] : INFO : Epoch 1730 | loss: 0.0311889 | val_loss: 0.0311946 | Time: 2306.08 ms [2022-04-11 18:55:53 main:574] : INFO : Epoch 1731 | loss: 0.0311882 | val_loss: 0.0311942 | Time: 2258.16 ms [2022-04-11 18:55:55 main:574] : INFO : Epoch 1732 | loss: 0.0311881 | val_loss: 0.0311917 | Time: 2199.72 ms [2022-04-11 18:55:58 main:574] : INFO : Epoch 1733 | loss: 0.0311878 | val_loss: 0.0311916 | Time: 2135.46 ms [2022-04-11 18:56:00 main:574] : INFO : Epoch 1734 | loss: 0.0311887 | val_loss: 0.0311911 | Time: 1957.71 ms [2022-04-11 18:56:02 main:574] : INFO : Epoch 1735 | loss: 0.0311883 | val_loss: 0.0311952 | Time: 2170.6 ms [2022-04-11 18:56:04 main:574] : INFO : Epoch 1736 | loss: 0.0311895 | val_loss: 0.0311918 | Time: 2079.23 ms [2022-04-11 18:56:06 main:574] : INFO : Epoch 1737 | loss: 0.0311898 | val_loss: 0.0311923 | Time: 2153.93 ms [2022-04-11 18:56:08 main:574] : INFO : Epoch 1738 | loss: 0.0311875 | val_loss: 0.0311904 | Time: 2164.05 ms [2022-04-11 18:56:10 main:574] : INFO : Epoch 1739 | loss: 0.0311868 | val_loss: 0.0311938 | Time: 2145.43 ms [2022-04-11 18:56:13 main:574] : INFO : Epoch 1740 | loss: 0.0311875 | val_loss: 0.0311924 | Time: 2329.03 ms [2022-04-11 18:56:15 main:574] : INFO : Epoch 1741 | loss: 0.0311886 | val_loss: 0.0311921 | Time: 2022.21 ms [2022-04-11 18:56:17 main:574] : INFO : Epoch 1742 | loss: 0.0311891 | val_loss: 0.0311933 | Time: 1989.48 ms [2022-04-11 18:56:19 main:574] : INFO : Epoch 1743 | loss: 0.0311876 | val_loss: 0.0311924 | Time: 2071.29 ms [2022-04-11 18:56:21 main:574] : INFO : Epoch 1744 | loss: 0.031188 | val_loss: 0.0311926 | Time: 2120.82 ms [2022-04-11 18:56:23 main:574] : INFO : Epoch 1745 | loss: 0.0311866 | val_loss: 0.0311906 | Time: 2013.16 ms [2022-04-11 18:56:25 main:574] : INFO : Epoch 1746 | loss: 0.0311872 | val_loss: 0.0311922 | Time: 1965.4 ms [2022-04-11 18:56:27 main:574] : INFO : Epoch 1747 | loss: 0.0311872 | val_loss: 0.0311908 | Time: 1956 ms [2022-04-11 18:56:29 main:574] : INFO : Epoch 1748 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 2005.22 ms [2022-04-11 18:56:31 main:574] : INFO : Epoch 1749 | loss: 0.0311859 | val_loss: 0.0311908 | Time: 1975.18 ms [2022-04-11 18:56:33 main:574] : INFO : Epoch 1750 | loss: 0.0311857 | val_loss: 0.0311904 | Time: 1993.46 ms [2022-04-11 18:56:35 main:574] : INFO : Epoch 1751 | loss: 0.0311868 | val_loss: 0.0311965 | Time: 2097.72 ms [2022-04-11 18:56:37 main:574] : INFO : Epoch 1752 | loss: 0.0311872 | val_loss: 0.0311914 | Time: 2141.47 ms [2022-04-11 18:56:39 main:574] : INFO : Epoch 1753 | loss: 0.0311862 | val_loss: 0.0311901 | Time: 2079.33 ms [2022-04-11 18:56:41 main:574] : INFO : Epoch 1754 | loss: 0.0311881 | val_loss: 0.0311899 | Time: 2070.52 ms [2022-04-11 18:56:43 main:574] : INFO : Epoch 1755 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 2120.79 ms [2022-04-11 18:56:45 main:574] : INFO : Epoch 1756 | loss: 0.0311858 | val_loss: 0.0311886 | Time: 1957.86 ms [2022-04-11 18:56:47 main:574] : INFO : Epoch 1757 | loss: 0.0311854 | val_loss: 0.0311892 | Time: 1993.55 ms [2022-04-11 18:56:49 main:574] : INFO : Epoch 1758 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 2050.41 ms [2022-04-11 18:56:51 main:574] : INFO : Epoch 1759 | loss: 0.0311895 | val_loss: 0.0311906 | Time: 1931.48 ms [2022-04-11 18:56:53 main:574] : INFO : Epoch 1760 | loss: 0.0311865 | val_loss: 0.0311879 | Time: 1937.76 ms [2022-04-11 18:56:55 main:574] : INFO : Epoch 1761 | loss: 0.0311861 | val_loss: 0.0311883 | Time: 1992.97 ms [2022-04-11 18:56:57 main:574] : INFO : Epoch 1762 | loss: 0.0311873 | val_loss: 0.031189 | Time: 2099.68 ms [2022-04-11 18:56:59 main:574] : INFO : Epoch 1763 | loss: 0.031185 | val_loss: 0.031188 | Time: 1997.73 ms [2022-04-11 18:57:01 main:574] : INFO : Epoch 1764 | loss: 0.0311852 | val_loss: 0.0311882 | Time: 2023.65 ms [2022-04-11 18:57:03 main:574] : INFO : Epoch 1765 | loss: 0.0311841 | val_loss: 0.0311885 | Time: 1965.68 ms [2022-04-11 18:57:05 main:574] : INFO : Epoch 1766 | loss: 0.0311852 | val_loss: 0.031189 | Time: 1998.54 ms [2022-04-11 18:57:07 main:574] : INFO : Epoch 1767 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 2044.24 ms [2022-04-11 18:57:09 main:574] : INFO : Epoch 1768 | loss: 0.0311871 | val_loss: 0.0311906 | Time: 2036.32 ms [2022-04-11 18:57:11 main:574] : INFO : Epoch 1769 | loss: 0.0311846 | val_loss: 0.0311892 | Time: 1962.3 ms [2022-04-11 18:57:13 main:574] : INFO : Epoch 1770 | loss: 0.0311857 | val_loss: 0.0311911 | Time: 1970.35 ms [2022-04-11 18:57:15 main:574] : INFO : Epoch 1771 | loss: 0.0311845 | val_loss: 0.0311903 | Time: 1991.13 ms [2022-04-11 18:57:17 main:574] : INFO : Epoch 1772 | loss: 0.0311865 | val_loss: 0.0311889 | Time: 2059.17 ms [2022-04-11 18:57:19 main:574] : INFO : Epoch 1773 | loss: 0.0311882 | val_loss: 0.0311898 | Time: 2040.63 ms [2022-04-11 18:57:22 main:574] : INFO : Epoch 1774 | loss: 0.0311859 | val_loss: 0.0311915 | Time: 2050.59 ms [2022-04-11 18:57:24 main:574] : INFO : Epoch 1775 | loss: 0.0311843 | val_loss: 0.0311889 | Time: 2027.12 ms [2022-04-11 18:57:26 main:574] : INFO : Epoch 1776 | loss: 0.0311837 | val_loss: 0.0311899 | Time: 1950.67 ms [2022-04-11 18:57:27 main:574] : INFO : Epoch 1777 | loss: 0.0311838 | val_loss: 0.0311884 | Time: 1987.68 ms [2022-04-11 18:57:30 main:574] : INFO : Epoch 1778 | loss: 0.0311843 | val_loss: 0.0311886 | Time: 2035.4 ms [2022-04-11 18:57:32 main:574] : INFO : Epoch 1779 | loss: 0.0311839 | val_loss: 0.0311884 | Time: 2070.22 ms [2022-04-11 18:57:34 main:574] : INFO : Epoch 1780 | loss: 0.0311841 | val_loss: 0.0311884 | Time: 2072.01 ms [2022-04-11 18:57:36 main:574] : INFO : Epoch 1781 | loss: 0.0311841 | val_loss: 0.0311932 | Time: 2080.04 ms [2022-04-11 18:57:38 main:574] : INFO : Epoch 1782 | loss: 0.0311887 | val_loss: 0.0311914 | Time: 2126.91 ms [2022-04-11 18:57:40 main:574] : INFO : Epoch 1783 | loss: 0.0311855 | val_loss: 0.0311907 | Time: 1994.69 ms [2022-04-11 18:57:42 main:574] : INFO : Epoch 1784 | loss: 0.0311851 | val_loss: 0.0311894 | Time: 2053.81 ms [2022-04-11 18:57:44 main:574] : INFO : Epoch 1785 | loss: 0.0311852 | val_loss: 0.0311883 | Time: 2015.93 ms [2022-04-11 18:57:46 main:574] : INFO : Epoch 1786 | loss: 0.0311841 | val_loss: 0.031189 | Time: 2051.39 ms [2022-04-11 18:57:48 main:574] : INFO : Epoch 1787 | loss: 0.0311855 | val_loss: 0.0311915 | Time: 1966.86 ms [2022-04-11 18:57:50 main:574] : INFO : Epoch 1788 | loss: 0.0311854 | val_loss: 0.03119 | Time: 2037.54 ms [2022-04-11 18:57:52 main:574] : INFO : Epoch 1789 | loss: 0.0311839 | val_loss: 0.031188 | Time: 2092.38 ms [2022-04-11 18:57:54 main:574] : INFO : Epoch 1790 | loss: 0.0311836 | val_loss: 0.0311888 | Time: 2085.57 ms [2022-04-11 18:57:56 main:574] : INFO : Epoch 1791 | loss: 0.0311852 | val_loss: 0.0311882 | Time: 2047.1 ms [2022-04-11 18:57:58 main:574] : INFO : Epoch 1792 | loss: 0.0311843 | val_loss: 0.0311887 | Time: 2031.44 ms [2022-04-11 18:58:00 main:574] : INFO : Epoch 1793 | loss: 0.0311832 | val_loss: 0.0311888 | Time: 1958.23 ms [2022-04-11 18:58:02 main:574] : INFO : Epoch 1794 | loss: 0.0311843 | val_loss: 0.0311898 | Time: 2083.46 ms [2022-04-11 18:58:04 main:574] : INFO : Epoch 1795 | loss: 0.031186 | val_loss: 0.0311928 | Time: 2043.05 ms [2022-04-11 18:58:06 main:574] : INFO : Epoch 1796 | loss: 0.0311876 | val_loss: 0.0312325 | Time: 2028.17 ms [2022-04-11 18:58:09 main:574] : INFO : Epoch 1797 | loss: 0.0311852 | val_loss: 0.0312384 | Time: 2035.81 ms [2022-04-11 18:58:11 main:574] : INFO : Epoch 1798 | loss: 0.0311845 | val_loss: 0.0312539 | Time: 2045.05 ms [2022-04-11 18:58:13 main:574] : INFO : Epoch 1799 | loss: 0.0311846 | val_loss: 0.0312502 | Time: 2086.3 ms [2022-04-11 18:58:15 main:574] : INFO : Epoch 1800 | loss: 0.0311848 | val_loss: 0.0312327 | Time: 2026.79 ms [2022-04-11 18:58:17 main:574] : INFO : Epoch 1801 | loss: 0.0311858 | val_loss: 0.0311882 | Time: 2116.1 ms [2022-04-11 18:58:19 main:574] : INFO : Epoch 1802 | loss: 0.0311838 | val_loss: 0.0311932 | Time: 2008 ms [2022-04-11 18:58:21 main:574] : INFO : Epoch 1803 | loss: 0.0311856 | val_loss: 0.03119 | Time: 2148.03 ms [2022-04-11 18:58:23 main:574] : INFO : Epoch 1804 | loss: 0.0311849 | val_loss: 0.0311924 | Time: 2034.89 ms [2022-04-11 18:58:25 main:574] : INFO : Epoch 1805 | loss: 0.0311863 | val_loss: 0.031188 | Time: 2057.68 ms [2022-04-11 18:58:27 main:574] : INFO : Epoch 1806 | loss: 0.031183 | val_loss: 0.0311881 | Time: 2163.05 ms [2022-04-11 18:58:29 main:574] : INFO : Epoch 1807 | loss: 0.0311833 | val_loss: 0.0311896 | Time: 2062.14 ms [2022-04-11 18:58:31 main:574] : INFO : Epoch 1808 | loss: 0.031185 | val_loss: 0.031188 | Time: 2013.52 ms [2022-04-11 18:58:33 main:574] : INFO : Epoch 1809 | loss: 0.031188 | val_loss: 0.0312017 | Time: 1962.7 ms [2022-04-11 18:58:35 main:574] : INFO : Epoch 1810 | loss: 0.0311869 | val_loss: 0.031189 | Time: 2088.26 ms [2022-04-11 18:58:37 main:574] : INFO : Epoch 1811 | loss: 0.0311838 | val_loss: 0.0311887 | Time: 2008.64 ms [2022-04-11 18:58:39 main:574] : INFO : Epoch 1812 | loss: 0.0311856 | val_loss: 0.0311895 | Time: 1961.88 ms [2022-04-11 18:58:41 main:574] : INFO : Epoch 1813 | loss: 0.0311854 | val_loss: 0.0311893 | Time: 2018.02 ms [2022-04-11 18:58:43 main:574] : INFO : Epoch 1814 | loss: 0.0311864 | val_loss: 0.0311965 | Time: 2065.21 ms [2022-04-11 18:58:46 main:574] : INFO : Epoch 1815 | loss: 0.0311852 | val_loss: 0.0311924 | Time: 2026.93 ms [2022-04-11 18:58:48 main:574] : INFO : Epoch 1816 | loss: 0.031185 | val_loss: 0.0311891 | Time: 1995.19 ms [2022-04-11 18:58:50 main:574] : INFO : Epoch 1817 | loss: 0.031184 | val_loss: 0.0311886 | Time: 2025.06 ms [2022-04-11 18:58:52 main:574] : INFO : Epoch 1818 | loss: 0.031183 | val_loss: 0.0311906 | Time: 2094.17 ms [2022-04-11 18:58:54 main:574] : INFO : Epoch 1819 | loss: 0.0311842 | val_loss: 0.0311926 | Time: 2010.3 ms [2022-04-11 18:58:56 main:574] : INFO : Epoch 1820 | loss: 0.0311834 | val_loss: 0.0311888 | Time: 2001.62 ms [2022-04-11 18:58:58 main:574] : INFO : Epoch 1821 | loss: 0.0311846 | val_loss: 0.0311875 | Time: 2106.02 ms [2022-04-11 18:59:00 main:574] : INFO : Epoch 1822 | loss: 0.0311831 | val_loss: 0.0311915 | Time: 1990.47 ms [2022-04-11 18:59:02 main:574] : INFO : Epoch 1823 | loss: 0.0311832 | val_loss: 0.031189 | Time: 2128.11 ms [2022-04-11 18:59:04 main:574] : INFO : Epoch 1824 | loss: 0.0311851 | val_loss: 0.0311882 | Time: 2105.18 ms [2022-04-11 18:59:06 main:574] : INFO : Epoch 1825 | loss: 0.0311826 | val_loss: 0.0311881 | Time: 1968.85 ms [2022-04-11 18:59:08 main:574] : INFO : Epoch 1826 | loss: 0.031184 | val_loss: 0.0311884 | Time: 2001.49 ms [2022-04-11 18:59:10 main:574] : INFO : Epoch 1827 | loss: 0.031182 | val_loss: 0.0311877 | Time: 2013.21 ms [2022-04-11 18:59:12 main:574] : INFO : Epoch 1828 | loss: 0.0311821 | val_loss: 0.031188 | Time: 1993.37 ms [2022-04-11 18:59:14 main:574] : INFO : Epoch 1829 | loss: 0.0311816 | val_loss: 0.0311881 | Time: 2049.18 ms [2022-04-11 18:59:16 main:574] : INFO : Epoch 1830 | loss: 0.031182 | val_loss: 0.0311879 | Time: 2035.72 ms [2022-04-11 18:59:18 main:574] : INFO : Epoch 1831 | loss: 0.0311817 | val_loss: 0.0311879 | Time: 2048.56 ms [2022-04-11 18:59:20 main:574] : INFO : Epoch 1832 | loss: 0.0311821 | val_loss: 0.0311894 | Time: 1995.17 ms [2022-04-11 18:59:22 main:574] : INFO : Epoch 1833 | loss: 0.0311829 | val_loss: 0.0311914 | Time: 2018.89 ms [2022-04-11 18:59:24 main:574] : INFO : Epoch 1834 | loss: 0.0311835 | val_loss: 0.0311896 | Time: 1951.27 ms [2022-04-11 18:59:26 main:574] : INFO : Epoch 1835 | loss: 0.0311826 | val_loss: 0.0311886 | Time: 1943.56 ms [2022-04-11 18:59:28 main:574] : INFO : Epoch 1836 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 2056.24 ms [2022-04-11 18:59:30 main:574] : INFO : Epoch 1837 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 2045.79 ms [2022-04-11 18:59:32 main:574] : INFO : Epoch 1838 | loss: 0.0311835 | val_loss: 0.0311884 | Time: 2011.2 ms [2022-04-11 18:59:34 main:574] : INFO : Epoch 1839 | loss: 0.0311845 | val_loss: 0.0311919 | Time: 2020.12 ms [2022-04-11 18:59:36 main:574] : INFO : Epoch 1840 | loss: 0.0311857 | val_loss: 0.0311923 | Time: 2063.32 ms [2022-04-11 18:59:38 main:574] : INFO : Epoch 1841 | loss: 0.0311825 | val_loss: 0.0311901 | Time: 2086.77 ms [2022-04-11 18:59:40 main:574] : INFO : Epoch 1842 | loss: 0.0311829 | val_loss: 0.0311903 | Time: 2013.43 ms [2022-04-11 18:59:43 main:574] : INFO : Epoch 1843 | loss: 0.031183 | val_loss: 0.0311905 | Time: 2084.08 ms [2022-04-11 18:59:45 main:574] : INFO : Epoch 1844 | loss: 0.031185 | val_loss: 0.031191 | Time: 2046.32 ms [2022-04-11 18:59:47 main:574] : INFO : Epoch 1845 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 2097.24 ms [2022-04-11 18:59:49 main:574] : INFO : Epoch 1846 | loss: 0.031185 | val_loss: 0.0311886 | Time: 1942.31 ms [2022-04-11 18:59:51 main:574] : INFO : Epoch 1847 | loss: 0.0311831 | val_loss: 0.0311891 | Time: 1911.48 ms [2022-04-11 18:59:53 main:574] : INFO : Epoch 1848 | loss: 0.031183 | val_loss: 0.0311884 | Time: 2061.32 ms [2022-04-11 18:59:55 main:574] : INFO : Epoch 1849 | loss: 0.0311827 | val_loss: 0.0311894 | Time: 1991.68 ms [2022-04-11 18:59:57 main:574] : INFO : Epoch 1850 | loss: 0.0311842 | val_loss: 0.031189 | Time: 2139.32 ms [2022-04-11 18:59:59 main:574] : INFO : Epoch 1851 | loss: 0.0311833 | val_loss: 0.0311881 | Time: 2088.81 ms [2022-04-11 19:00:01 main:574] : INFO : Epoch 1852 | loss: 0.0311824 | val_loss: 0.0311894 | Time: 2057.65 ms [2022-04-11 19:00:03 main:574] : INFO : Epoch 1853 | loss: 0.0311847 | val_loss: 0.0311951 | Time: 2016.46 ms [2022-04-11 19:00:05 main:574] : INFO : Epoch 1854 | loss: 0.0311869 | val_loss: 0.0311884 | Time: 1964.35 ms [2022-04-11 19:00:07 main:574] : INFO : Epoch 1855 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 2034.57 ms [2022-04-11 19:00:09 main:574] : INFO : Epoch 1856 | loss: 0.031182 | val_loss: 0.0311882 | Time: 1938.15 ms [2022-04-11 19:00:11 main:574] : INFO : Epoch 1857 | loss: 0.031183 | val_loss: 0.0311868 | Time: 2030.73 ms [2022-04-11 19:00:13 main:574] : INFO : Epoch 1858 | loss: 0.0311818 | val_loss: 0.031186 | Time: 2015.09 ms [2022-04-11 19:00:15 main:574] : INFO : Epoch 1859 | loss: 0.0311824 | val_loss: 0.0311871 | Time: 1960.91 ms [2022-04-11 19:00:17 main:574] : INFO : Epoch 1860 | loss: 0.0311823 | val_loss: 0.031187 | Time: 1972.78 ms [2022-04-11 19:00:19 main:574] : INFO : Epoch 1861 | loss: 0.031182 | val_loss: 0.0311881 | Time: 2044.53 ms [2022-04-11 19:00:21 main:574] : INFO : Epoch 1862 | loss: 0.031182 | val_loss: 0.0311871 | Time: 2180.86 ms [2022-04-11 19:00:23 main:574] : INFO : Epoch 1863 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 1974.19 ms [2022-04-11 19:00:25 main:574] : INFO : Epoch 1864 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 2084.64 ms [2022-04-11 19:00:27 main:574] : INFO : Epoch 1865 | loss: 0.0311825 | val_loss: 0.0311892 | Time: 1984.61 ms [2022-04-11 19:00:29 main:574] : INFO : Epoch 1866 | loss: 0.0311824 | val_loss: 0.0311862 | Time: 1993.24 ms [2022-04-11 19:00:31 main:574] : INFO : Epoch 1867 | loss: 0.031182 | val_loss: 0.0311862 | Time: 1969.92 ms [2022-04-11 19:00:33 main:574] : INFO : Epoch 1868 | loss: 0.031183 | val_loss: 0.0311865 | Time: 1981.18 ms [2022-04-11 19:00:35 main:574] : INFO : Epoch 1869 | loss: 0.0311808 | val_loss: 0.031187 | Time: 1913.56 ms [2022-04-11 19:00:37 main:574] : INFO : Epoch 1870 | loss: 0.0311814 | val_loss: 0.0311867 | Time: 2024.53 ms [2022-04-11 19:00:39 main:574] : INFO : Epoch 1871 | loss: 0.031182 | val_loss: 0.0311878 | Time: 1923.32 ms [2022-04-11 19:00:41 main:574] : INFO : Epoch 1872 | loss: 0.0311826 | val_loss: 0.0311895 | Time: 2004.61 ms [2022-04-11 19:00:43 main:574] : INFO : Epoch 1873 | loss: 0.0311816 | val_loss: 0.0311875 | Time: 1933.43 ms [2022-04-11 19:00:45 main:574] : INFO : Epoch 1874 | loss: 0.0311816 | val_loss: 0.0311869 | Time: 2195.4 ms [2022-04-11 19:00:47 main:574] : INFO : Epoch 1875 | loss: 0.0311806 | val_loss: 0.0311862 | Time: 1973.72 ms [2022-04-11 19:00:49 main:574] : INFO : Epoch 1876 | loss: 0.0311807 | val_loss: 0.031187 | Time: 2077.73 ms [2022-04-11 19:00:51 main:574] : INFO : Epoch 1877 | loss: 0.0311804 | val_loss: 0.0311893 | Time: 2192.39 ms [2022-04-11 19:00:54 main:574] : INFO : Epoch 1878 | loss: 0.031183 | val_loss: 0.0312368 | Time: 2369.46 ms [2022-04-11 19:00:56 main:574] : INFO : Epoch 1879 | loss: 0.031182 | val_loss: 0.0312308 | Time: 2136.39 ms [2022-04-11 19:00:58 main:574] : INFO : Epoch 1880 | loss: 0.0311824 | val_loss: 0.031227 | Time: 2176.77 ms [2022-04-11 19:01:00 main:574] : INFO : Epoch 1881 | loss: 0.0311831 | val_loss: 0.0311906 | Time: 2070.16 ms [2022-04-11 19:01:02 main:574] : INFO : Epoch 1882 | loss: 0.0311812 | val_loss: 0.0312103 | Time: 2004.81 ms [2022-04-11 19:01:04 main:574] : INFO : Epoch 1883 | loss: 0.0311815 | val_loss: 0.0311895 | Time: 2164.84 ms [2022-04-11 19:01:07 main:574] : INFO : Epoch 1884 | loss: 0.0311813 | val_loss: 0.0311887 | Time: 2166.25 ms [2022-04-11 19:01:09 main:574] : INFO : Epoch 1885 | loss: 0.0311812 | val_loss: 0.0311906 | Time: 2032.76 ms [2022-04-11 19:01:11 main:574] : INFO : Epoch 1886 | loss: 0.0311814 | val_loss: 0.0311955 | Time: 2015.49 ms [2022-04-11 19:01:13 main:574] : INFO : Epoch 1887 | loss: 0.0311832 | val_loss: 0.0311893 | Time: 1927.75 ms [2022-04-11 19:01:15 main:574] : INFO : Epoch 1888 | loss: 0.0311876 | val_loss: 0.031233 | Time: 2048.01 ms [2022-04-11 19:01:17 main:574] : INFO : Epoch 1889 | loss: 0.0490486 | val_loss: 0.0325471 | Time: 2053.74 ms [2022-04-11 19:01:19 main:574] : INFO : Epoch 1890 | loss: 0.0334368 | val_loss: 0.0317443 | Time: 1989.21 ms [2022-04-11 19:01:21 main:574] : INFO : Epoch 1891 | loss: 0.0315433 | val_loss: 0.0313374 | Time: 2017.79 ms [2022-04-11 19:01:23 main:574] : INFO : Epoch 1892 | loss: 0.0312882 | val_loss: 0.0312574 | Time: 2029.79 ms [2022-04-11 19:01:25 main:574] : INFO : Epoch 1893 | loss: 0.0312577 | val_loss: 0.0312523 | Time: 1975.79 ms [2022-04-11 19:01:27 main:574] : INFO : Epoch 1894 | loss: 0.0312526 | val_loss: 0.0312499 | Time: 2029.83 ms [2022-04-11 19:01:29 main:574] : INFO : Epoch 1895 | loss: 0.0312507 | val_loss: 0.031248 | Time: 2041.45 ms [2022-04-11 19:01:31 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312482 | Time: 2102.5 ms [2022-04-11 19:01:33 main:574] : INFO : Epoch 1897 | loss: 0.0312493 | val_loss: 0.0312469 | Time: 2045.83 ms [2022-04-11 19:01:35 main:574] : INFO : Epoch 1898 | loss: 0.0312489 | val_loss: 0.0312467 | Time: 2043.09 ms [2022-04-11 19:01:37 main:574] : INFO : Epoch 1899 | loss: 0.0312485 | val_loss: 0.0312461 | Time: 1965.38 ms [2022-04-11 19:01:39 main:574] : INFO : Epoch 1900 | loss: 0.0312483 | val_loss: 0.0312458 | Time: 2005.25 ms [2022-04-11 19:01:41 main:574] : INFO : Epoch 1901 | loss: 0.0312485 | val_loss: 0.0312462 | Time: 2135.78 ms [2022-04-11 19:01:43 main:574] : INFO : Epoch 1902 | loss: 0.0312481 | val_loss: 0.0312455 | Time: 1970.4 ms [2022-04-11 19:01:45 main:574] : INFO : Epoch 1903 | loss: 0.0312477 | val_loss: 0.0312455 | Time: 1995.32 ms [2022-04-11 19:01:47 main:574] : INFO : Epoch 1904 | loss: 0.0312474 | val_loss: 0.0312448 | Time: 1967.06 ms [2022-04-11 19:01:49 main:574] : INFO : Epoch 1905 | loss: 0.0312471 | val_loss: 0.0312448 | Time: 2071.35 ms [2022-04-11 19:01:51 main:574] : INFO : Epoch 1906 | loss: 0.031247 | val_loss: 0.0312444 | Time: 2110.17 ms [2022-04-11 19:01:53 main:574] : INFO : Epoch 1907 | loss: 0.031247 | val_loss: 0.0312453 | Time: 2024.99 ms [2022-04-11 19:01:55 main:574] : INFO : Epoch 1908 | loss: 0.0312471 | val_loss: 0.0312438 | Time: 1979.56 ms [2022-04-11 19:01:57 main:574] : INFO : Epoch 1909 | loss: 0.0312466 | val_loss: 0.0312446 | Time: 2106.1 ms [2022-04-11 19:02:00 main:574] : INFO : Epoch 1910 | loss: 0.0312464 | val_loss: 0.0312436 | Time: 2082.04 ms [2022-04-11 19:02:02 main:574] : INFO : Epoch 1911 | loss: 0.0312464 | val_loss: 0.0312429 | Time: 2096.03 ms [2022-04-11 19:02:04 main:574] : INFO : Epoch 1912 | loss: 0.0312469 | val_loss: 0.0312437 | Time: 1986.99 ms [2022-04-11 19:02:06 main:574] : INFO : Epoch 1913 | loss: 0.0312458 | val_loss: 0.0312427 | Time: 1918.8 ms [2022-04-11 19:02:07 main:574] : INFO : Epoch 1914 | loss: 0.0312454 | val_loss: 0.0312428 | Time: 1940.75 ms [2022-04-11 19:02:09 main:574] : INFO : Epoch 1915 | loss: 0.0312454 | val_loss: 0.0312423 | Time: 2014.85 ms [2022-04-11 19:02:11 main:574] : INFO : Epoch 1916 | loss: 0.0312451 | val_loss: 0.0312424 | Time: 1988.93 ms [2022-04-11 19:02:13 main:574] : INFO : Epoch 1917 | loss: 0.0312454 | val_loss: 0.0312419 | Time: 1928.98 ms [2022-04-11 19:02:15 main:574] : INFO : Epoch 1918 | loss: 0.0312449 | val_loss: 0.0312421 | Time: 2026.28 ms [2022-04-11 19:02:17 main:574] : INFO : Epoch 1919 | loss: 0.0312446 | val_loss: 0.0312411 | Time: 2000.86 ms [2022-04-11 19:02:20 main:574] : INFO : Epoch 1920 | loss: 0.0312444 | val_loss: 0.0312411 | Time: 2050.39 ms [2022-04-11 19:02:22 main:574] : INFO : Epoch 1921 | loss: 0.0312444 | val_loss: 0.031241 | Time: 1998.65 ms [2022-04-11 19:02:24 main:574] : INFO : Epoch 1922 | loss: 0.0312441 | val_loss: 0.0312406 | Time: 2000.48 ms [2022-04-11 19:02:26 main:574] : INFO : Epoch 1923 | loss: 0.0312444 | val_loss: 0.0312407 | Time: 2111.54 ms [2022-04-11 19:02:28 main:574] : INFO : Epoch 1924 | loss: 0.031244 | val_loss: 0.0312404 | Time: 2091.83 ms [2022-04-11 19:02:30 main:574] : INFO : Epoch 1925 | loss: 0.0312436 | val_loss: 0.0312396 | Time: 2008.43 ms [2022-04-11 19:02:32 main:574] : INFO : Epoch 1926 | loss: 0.0312437 | val_loss: 0.031242 | Time: 2020.49 ms [2022-04-11 19:02:34 main:574] : INFO : Epoch 1927 | loss: 0.0312435 | val_loss: 0.0312395 | Time: 2149 ms [2022-04-11 19:02:36 main:574] : INFO : Epoch 1928 | loss: 0.0312435 | val_loss: 0.0312393 | Time: 2016.92 ms [2022-04-11 19:02:38 main:574] : INFO : Epoch 1929 | loss: 0.0312433 | val_loss: 0.0312413 | Time: 2086.44 ms [2022-04-11 19:02:40 main:574] : INFO : Epoch 1930 | loss: 0.0312438 | val_loss: 0.0312389 | Time: 1972.43 ms [2022-04-11 19:02:42 main:574] : INFO : Epoch 1931 | loss: 0.0312426 | val_loss: 0.0312393 | Time: 1977.75 ms [2022-04-11 19:02:44 main:574] : INFO : Epoch 1932 | loss: 0.0312421 | val_loss: 0.031238 | Time: 1949.37 ms [2022-04-11 19:02:46 main:574] : INFO : Epoch 1933 | loss: 0.0312425 | val_loss: 0.0312398 | Time: 1981.12 ms [2022-04-11 19:02:48 main:574] : INFO : Epoch 1934 | loss: 0.0312421 | val_loss: 0.0312378 | Time: 2026.54 ms [2022-04-11 19:02:50 main:574] : INFO : Epoch 1935 | loss: 0.0312416 | val_loss: 0.0312374 | Time: 1995.95 ms [2022-04-11 19:02:52 main:574] : INFO : Epoch 1936 | loss: 0.0312412 | val_loss: 0.0312383 | Time: 1991.61 ms [2022-04-11 19:02:54 main:574] : INFO : Epoch 1937 | loss: 0.031241 | val_loss: 0.0312362 | Time: 1971.02 ms [2022-04-11 19:02:56 main:574] : INFO : Epoch 1938 | loss: 0.0312408 | val_loss: 0.0312385 | Time: 1971.44 ms [2022-04-11 19:02:58 main:574] : INFO : Epoch 1939 | loss: 0.0312408 | val_loss: 0.0312359 | Time: 1956.15 ms [2022-04-11 19:03:00 main:574] : INFO : Epoch 1940 | loss: 0.0312405 | val_loss: 0.031235 | Time: 2050.86 ms [2022-04-11 19:03:02 main:574] : INFO : Epoch 1941 | loss: 0.0312402 | val_loss: 0.0312357 | Time: 1931.61 ms [2022-04-11 19:03:04 main:574] : INFO : Epoch 1942 | loss: 0.031239 | val_loss: 0.0312346 | Time: 2010.28 ms [2022-04-11 19:03:06 main:574] : INFO : Epoch 1943 | loss: 0.0312391 | val_loss: 0.0312345 | Time: 2000.87 ms [2022-04-11 19:03:08 main:574] : INFO : Epoch 1944 | loss: 0.0312389 | val_loss: 0.0312338 | Time: 1981.03 ms [2022-04-11 19:03:10 main:574] : INFO : Epoch 1945 | loss: 0.0312386 | val_loss: 0.0312346 | Time: 2038.12 ms [2022-04-11 19:03:12 main:574] : INFO : Epoch 1946 | loss: 0.0312378 | val_loss: 0.0312329 | Time: 2032.78 ms [2022-04-11 19:03:14 main:574] : INFO : Epoch 1947 | loss: 0.0312385 | val_loss: 0.0312339 | Time: 1998.27 ms [2022-04-11 19:03:16 main:574] : INFO : Epoch 1948 | loss: 0.0312379 | val_loss: 0.0312345 | Time: 1987.68 ms [2022-04-11 19:03:18 main:574] : INFO : Epoch 1949 | loss: 0.0312366 | val_loss: 0.0312349 | Time: 1972.81 ms [2022-04-11 19:03:20 main:574] : INFO : Epoch 1950 | loss: 0.0312375 | val_loss: 0.0312344 | Time: 1942.1 ms [2022-04-11 19:03:22 main:574] : INFO : Epoch 1951 | loss: 0.0312365 | val_loss: 0.0312318 | Time: 2002.06 ms [2022-04-11 19:03:24 main:574] : INFO : Epoch 1952 | loss: 0.0312354 | val_loss: 0.031231 | Time: 1898.38 ms [2022-04-11 19:03:26 main:574] : INFO : Epoch 1953 | loss: 0.0312348 | val_loss: 0.0312308 | Time: 2076.92 ms [2022-04-11 19:03:28 main:574] : INFO : Epoch 1954 | loss: 0.0312355 | val_loss: 0.0312344 | Time: 2156.84 ms [2022-04-11 19:03:30 main:574] : INFO : Epoch 1955 | loss: 0.0312345 | val_loss: 0.0312307 | Time: 1980.26 ms [2022-04-11 19:03:32 main:574] : INFO : Epoch 1956 | loss: 0.0312334 | val_loss: 0.0312292 | Time: 1958.55 ms [2022-04-11 19:03:34 main:574] : INFO : Epoch 1957 | loss: 0.0312336 | val_loss: 0.0312298 | Time: 1920.96 ms [2022-04-11 19:03:36 main:574] : INFO : Epoch 1958 | loss: 0.0312334 | val_loss: 0.0312296 | Time: 2137.55 ms [2022-04-11 19:03:38 main:574] : INFO : Epoch 1959 | loss: 0.0312351 | val_loss: 0.0312294 | Time: 2055.75 ms [2022-04-11 19:03:40 main:574] : INFO : Epoch 1960 | loss: 0.031233 | val_loss: 0.0312286 | Time: 2035.6 ms [2022-04-11 19:03:42 main:574] : INFO : Epoch 1961 | loss: 0.031233 | val_loss: 0.0312315 | Time: 1982.35 ms [2022-04-11 19:03:44 main:574] : INFO : Epoch 1962 | loss: 0.031234 | val_loss: 0.0312283 | Time: 1983.94 ms [2022-04-11 19:03:46 main:574] : INFO : Epoch 1963 | loss: 0.0312324 | val_loss: 0.0312291 | Time: 1970.1 ms [2022-04-11 19:03:48 main:574] : INFO : Epoch 1964 | loss: 0.0312322 | val_loss: 0.0312347 | Time: 1968.76 ms [2022-04-11 19:03:50 main:574] : INFO : Epoch 1965 | loss: 0.031232 | val_loss: 0.0312275 | Time: 1972.18 ms [2022-04-11 19:03:52 main:574] : INFO : Epoch 1966 | loss: 0.0312312 | val_loss: 0.0312276 | Time: 1983.82 ms [2022-04-11 19:03:54 main:574] : INFO : Epoch 1967 | loss: 0.0312315 | val_loss: 0.0312266 | Time: 2197.72 ms [2022-04-11 19:03:56 main:574] : INFO : Epoch 1968 | loss: 0.0312317 | val_loss: 0.0312295 | Time: 2015.41 ms [2022-04-11 19:03:58 main:574] : INFO : Epoch 1969 | loss: 0.0312309 | val_loss: 0.0312301 | Time: 2028.88 ms [2022-04-11 19:04:00 main:574] : INFO : Epoch 1970 | loss: 0.031231 | val_loss: 0.0312262 | Time: 1922.01 ms [2022-04-11 19:04:02 main:574] : INFO : Epoch 1971 | loss: 0.0312322 | val_loss: 0.0312264 | Time: 2052.29 ms [2022-04-11 19:04:04 main:574] : INFO : Epoch 1972 | loss: 0.0312308 | val_loss: 0.0312273 | Time: 1996.76 ms [2022-04-11 19:04:06 main:574] : INFO : Epoch 1973 | loss: 0.0312334 | val_loss: 0.0312296 | Time: 1953.28 ms [2022-04-11 19:04:08 main:574] : INFO : Epoch 1974 | loss: 0.0312324 | val_loss: 0.0312289 | Time: 2039.39 ms [2022-04-11 19:04:10 main:574] : INFO : Epoch 1975 | loss: 0.0312327 | val_loss: 0.0312297 | Time: 2043.73 ms [2022-04-11 19:04:12 main:574] : INFO : Epoch 1976 | loss: 0.0312317 | val_loss: 0.0312289 | Time: 1966.46 ms [2022-04-11 19:04:14 main:574] : INFO : Epoch 1977 | loss: 0.0312321 | val_loss: 0.0312265 | Time: 2035.59 ms [2022-04-11 19:04:16 main:574] : INFO : Epoch 1978 | loss: 0.0312319 | val_loss: 0.0312268 | Time: 2002.14 ms [2022-04-11 19:04:18 main:574] : INFO : Epoch 1979 | loss: 0.0312312 | val_loss: 0.0312268 | Time: 2110.78 ms [2022-04-11 19:04:21 main:574] : INFO : Epoch 1980 | loss: 0.0312323 | val_loss: 0.0312272 | Time: 2036.72 ms [2022-04-11 19:04:23 main:574] : INFO : Epoch 1981 | loss: 0.031231 | val_loss: 0.0312271 | Time: 1980.48 ms [2022-04-11 19:04:25 main:574] : INFO : Epoch 1982 | loss: 0.0312307 | val_loss: 0.031226 | Time: 2013.04 ms [2022-04-11 19:04:27 main:574] : INFO : Epoch 1983 | loss: 0.0312312 | val_loss: 0.0312263 | Time: 2040.97 ms [2022-04-11 19:04:29 main:574] : INFO : Epoch 1984 | loss: 0.0312303 | val_loss: 0.0312269 | Time: 2145.07 ms [2022-04-11 19:04:31 main:574] : INFO : Epoch 1985 | loss: 0.0312296 | val_loss: 0.0312259 | Time: 2037.36 ms [2022-04-11 19:04:33 main:574] : INFO : Epoch 1986 | loss: 0.0312299 | val_loss: 0.0312271 | Time: 2075.68 ms [2022-04-11 19:04:35 main:574] : INFO : Epoch 1987 | loss: 0.0312301 | val_loss: 0.0312327 | Time: 1981.19 ms [2022-04-11 19:04:37 main:574] : INFO : Epoch 1988 | loss: 0.0312311 | val_loss: 0.0312286 | Time: 2156.02 ms [2022-04-11 19:04:39 main:574] : INFO : Epoch 1989 | loss: 0.0312328 | val_loss: 0.0312263 | Time: 2072.73 ms [2022-04-11 19:04:41 main:574] : INFO : Epoch 1990 | loss: 0.0312342 | val_loss: 0.0312305 | Time: 2073.37 ms [2022-04-11 19:04:43 main:574] : INFO : Epoch 1991 | loss: 0.0312299 | val_loss: 0.0312264 | Time: 2073.74 ms [2022-04-11 19:04:45 main:574] : INFO : Epoch 1992 | loss: 0.0312311 | val_loss: 0.0312278 | Time: 1960.54 ms [2022-04-11 19:04:47 main:574] : INFO : Epoch 1993 | loss: 0.0312324 | val_loss: 0.0312388 | Time: 1936.01 ms [2022-04-11 19:04:49 main:574] : INFO : Epoch 1994 | loss: 0.0312354 | val_loss: 0.0312269 | Time: 2009.51 ms [2022-04-11 19:04:51 main:574] : INFO : Epoch 1995 | loss: 0.0312318 | val_loss: 0.0312265 | Time: 1958.98 ms [2022-04-11 19:04:53 main:574] : INFO : Epoch 1996 | loss: 0.0312297 | val_loss: 0.0312294 | Time: 2065.65 ms [2022-04-11 19:04:55 main:574] : INFO : Epoch 1997 | loss: 0.031232 | val_loss: 0.0312277 | Time: 2078.36 ms [2022-04-11 19:04:57 main:574] : INFO : Epoch 1998 | loss: 0.0312312 | val_loss: 0.0312278 | Time: 2028.73 ms [2022-04-11 19:04:59 main:574] : INFO : Epoch 1999 | loss: 0.0312311 | val_loss: 0.0312264 | Time: 2008.98 ms [2022-04-11 19:05:01 main:574] : INFO : Epoch 2000 | loss: 0.0312305 | val_loss: 0.0312278 | Time: 1965.45 ms [2022-04-11 19:05:03 main:574] : INFO : Epoch 2001 | loss: 0.0312307 | val_loss: 0.0312269 | Time: 2039.54 ms [2022-04-11 19:05:05 main:574] : INFO : Epoch 2002 | loss: 0.0312306 | val_loss: 0.0312257 | Time: 1985.6 ms [2022-04-11 19:05:07 main:574] : INFO : Epoch 2003 | loss: 0.0312298 | val_loss: 0.0312277 | Time: 2106.54 ms [2022-04-11 19:05:09 main:574] : INFO : Epoch 2004 | loss: 0.0312294 | val_loss: 0.0312253 | Time: 1943.03 ms [2022-04-11 19:05:11 main:574] : INFO : Epoch 2005 | loss: 0.0312296 | val_loss: 0.0312277 | Time: 1995.54 ms [2022-04-11 19:05:13 main:574] : INFO : Epoch 2006 | loss: 0.031229 | val_loss: 0.0312279 | Time: 1937.14 ms [2022-04-11 19:05:15 main:574] : INFO : Epoch 2007 | loss: 0.03123 | val_loss: 0.0312277 | Time: 1877.71 ms [2022-04-11 19:05:17 main:574] : INFO : Epoch 2008 | loss: 0.0312311 | val_loss: 0.0312279 | Time: 1922.33 ms [2022-04-11 19:05:19 main:574] : INFO : Epoch 2009 | loss: 0.0312321 | val_loss: 0.0312269 | Time: 1877.31 ms [2022-04-11 19:05:21 main:574] : INFO : Epoch 2010 | loss: 0.0312312 | val_loss: 0.031227 | Time: 1902.6 ms [2022-04-11 19:05:23 main:574] : INFO : Epoch 2011 | loss: 0.0312293 | val_loss: 0.0312266 | Time: 1913.24 ms [2022-04-11 19:05:25 main:574] : INFO : Epoch 2012 | loss: 0.0312298 | val_loss: 0.0312252 | Time: 1885.77 ms [2022-04-11 19:05:27 main:574] : INFO : Epoch 2013 | loss: 0.0312302 | val_loss: 0.0312287 | Time: 1895.52 ms [2022-04-11 19:05:29 main:574] : INFO : Epoch 2014 | loss: 0.031231 | val_loss: 0.0312276 | Time: 1898.98 ms [2022-04-11 19:05:31 main:574] : INFO : Epoch 2015 | loss: 0.0312309 | val_loss: 0.0312301 | Time: 1963.52 ms [2022-04-11 19:05:32 main:574] : INFO : Epoch 2016 | loss: 0.0312325 | val_loss: 0.0312285 | Time: 1894.53 ms [2022-04-11 19:05:34 main:574] : INFO : Epoch 2017 | loss: 0.0312305 | val_loss: 0.0312265 | Time: 1908.11 ms [2022-04-11 19:05:36 main:574] : INFO : Epoch 2018 | loss: 0.0312292 | val_loss: 0.0312274 | Time: 1904.6 ms [2022-04-11 19:05:38 main:574] : INFO : Epoch 2019 | loss: 0.031229 | val_loss: 0.0312257 | Time: 1949.11 ms [2022-04-11 19:05:40 main:574] : INFO : Epoch 2020 | loss: 0.0312334 | val_loss: 0.0312289 | Time: 2006.89 ms [2022-04-11 19:05:42 main:574] : INFO : Epoch 2021 | loss: 0.0312331 | val_loss: 0.0312315 | Time: 2002.44 ms [2022-04-11 19:05:44 main:574] : INFO : Epoch 2022 | loss: 0.0312312 | val_loss: 0.0312274 | Time: 1960.24 ms [2022-04-11 19:05:46 main:574] : INFO : Epoch 2023 | loss: 0.0312312 | val_loss: 0.031227 | Time: 1977.52 ms [2022-04-11 19:05:48 main:574] : INFO : Epoch 2024 | loss: 0.0312298 | val_loss: 0.0312352 | Time: 2037.56 ms [2022-04-11 19:05:50 main:574] : INFO : Epoch 2025 | loss: 0.0312307 | val_loss: 0.0312298 | Time: 2048.27 ms [2022-04-11 19:05:52 main:574] : INFO : Epoch 2026 | loss: 0.0312298 | val_loss: 0.031225 | Time: 2015.92 ms [2022-04-11 19:05:54 main:574] : INFO : Epoch 2027 | loss: 0.0312295 | val_loss: 0.03123 | Time: 2053.91 ms [2022-04-11 19:05:57 main:574] : INFO : Epoch 2028 | loss: 0.031232 | val_loss: 0.0312265 | Time: 2270.71 ms [2022-04-11 19:05:59 main:574] : INFO : Epoch 2029 | loss: 0.0312302 | val_loss: 0.0312284 | Time: 2107.24 ms [2022-04-11 19:06:01 main:574] : INFO : Epoch 2030 | loss: 0.0312305 | val_loss: 0.0312263 | Time: 2304.06 ms [2022-04-11 19:06:03 main:574] : INFO : Epoch 2031 | loss: 0.031231 | val_loss: 0.0312332 | Time: 2146.27 ms [2022-04-11 19:06:06 main:574] : INFO : Epoch 2032 | loss: 0.0312302 | val_loss: 0.0312254 | Time: 2307.51 ms [2022-04-11 19:06:08 main:574] : INFO : Epoch 2033 | loss: 0.0312289 | val_loss: 0.0312255 | Time: 2367.36 ms [2022-04-11 19:06:10 main:574] : INFO : Epoch 2034 | loss: 0.031229 | val_loss: 0.0312281 | Time: 2176.56 ms [2022-04-11 19:06:12 main:574] : INFO : Epoch 2035 | loss: 0.0312296 | val_loss: 0.0312259 | Time: 2214.66 ms [2022-04-11 19:06:14 main:574] : INFO : Epoch 2036 | loss: 0.0312287 | val_loss: 0.0312259 | Time: 2164.56 ms [2022-04-11 19:06:17 main:574] : INFO : Epoch 2037 | loss: 0.0312284 | val_loss: 0.0312251 | Time: 2067.66 ms [2022-04-11 19:06:19 main:574] : INFO : Epoch 2038 | loss: 0.031229 | val_loss: 0.0312287 | Time: 2081.21 ms [2022-04-11 19:06:21 main:574] : INFO : Epoch 2039 | loss: 0.0312292 | val_loss: 0.0312258 | Time: 2028.68 ms [2022-04-11 19:06:23 main:574] : INFO : Epoch 2040 | loss: 0.0312308 | val_loss: 0.0312263 | Time: 2044.9 ms [2022-04-11 19:06:25 main:574] : INFO : Epoch 2041 | loss: 0.03123 | val_loss: 0.031229 | Time: 1988.05 ms [2022-04-11 19:06:27 main:574] : INFO : Epoch 2042 | loss: 0.03123 | val_loss: 0.0312281 | Time: 2020.72 ms [2022-04-11 19:06:29 main:574] : INFO : Epoch 2043 | loss: 0.0312315 | val_loss: 0.0312253 | Time: 1974.77 ms [2022-04-11 19:06:31 main:574] : INFO : Epoch 2044 | loss: 0.0312317 | val_loss: 0.0312264 | Time: 2015.78 ms [2022-04-11 19:06:33 main:574] : INFO : Epoch 2045 | loss: 0.0312292 | val_loss: 0.0312283 | Time: 2078.55 ms [2022-04-11 19:06:35 main:574] : INFO : Epoch 2046 | loss: 0.0312294 | val_loss: 0.0312255 | Time: 2128.11 ms [2022-04-11 19:06:37 main:574] : INFO : Epoch 2047 | loss: 0.0312283 | val_loss: 0.0312259 | Time: 2000.27 ms [2022-04-11 19:06:39 main:574] : INFO : Epoch 2048 | loss: 0.031229 | val_loss: 0.0312321 | Time: 1974.51 ms [2022-04-11 19:06:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312321 [2022-04-11 19:06:39 main:603] : INFO : Saving end state to config to file [2022-04-11 19:06:39 main:608] : INFO : Success, exiting.. 19:06:39 (640): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)