Task 5113322
| Name | ParityMachine-1619585117-25946-0_0 |
| Workunit | 3070989 |
| Created | 28 Apr 2021, 4:45:20 UTC |
| Sent | 5 May 2021, 4:25:37 UTC |
| Report deadline | 13 May 2021, 4:25:37 UTC |
| Received | 5 May 2021, 8:49:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 7 min 49 sec |
| CPU time | 1 hours 7 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> -05 03:32:06 main:581] : INFO : Epoch 1538 | loss: 0.0311127 | val_loss: 0.0311925 | Time: 2005.01 ms [2021-05-05 03:32:08 main:581] : INFO : Epoch 1539 | loss: 0.0311148 | val_loss: 0.0312034 | Time: 2148.43 ms [2021-05-05 03:32:10 main:581] : INFO : Epoch 1540 | loss: 0.0311101 | val_loss: 0.0311888 | Time: 2096.9 ms [2021-05-05 03:32:12 main:581] : INFO : Epoch 1541 | loss: 0.0311106 | val_loss: 0.0311933 | Time: 2023.12 ms [2021-05-05 03:32:14 main:581] : INFO : Epoch 1542 | loss: 0.0311173 | val_loss: 0.0311889 | Time: 1990.8 ms [2021-05-05 03:32:16 main:581] : INFO : Epoch 1543 | loss: 0.0311167 | val_loss: 0.0311999 | Time: 2019.62 ms [2021-05-05 03:32:18 main:581] : INFO : Epoch 1544 | loss: 0.0311189 | val_loss: 0.0311864 | Time: 2003.33 ms [2021-05-05 03:32:20 main:581] : INFO : Epoch 1545 | loss: 0.0311161 | val_loss: 0.0311901 | Time: 2067.97 ms [2021-05-05 03:32:23 main:581] : INFO : Epoch 1546 | loss: 0.0311127 | val_loss: 0.03119 | Time: 2296.18 ms [2021-05-05 03:32:25 main:581] : INFO : Epoch 1547 | loss: 0.0311096 | val_loss: 0.0311906 | Time: 2120.06 ms [2021-05-05 03:32:27 main:581] : INFO : Epoch 1548 | loss: 0.0311089 | val_loss: 0.0312014 | Time: 2000.5 ms [2021-05-05 03:32:29 main:581] : INFO : Epoch 1549 | loss: 0.0311107 | val_loss: 0.0311929 | Time: 1974.96 ms [2021-05-05 03:32:31 main:581] : INFO : Epoch 1550 | loss: 0.0311102 | val_loss: 0.0312032 | Time: 1984.9 ms [2021-05-05 03:32:33 main:581] : INFO : Epoch 1551 | loss: 0.0311208 | val_loss: 0.031187 | Time: 1994.44 ms [2021-05-05 03:32:35 main:581] : INFO : Epoch 1552 | loss: 0.0311255 | val_loss: 0.0311878 | Time: 1984.84 ms [2021-05-05 03:32:37 main:581] : INFO : Epoch 1553 | loss: 0.0311202 | val_loss: 0.0311902 | Time: 2172.91 ms [2021-05-05 03:32:39 main:581] : INFO : Epoch 1554 | loss: 0.0311182 | val_loss: 0.0311954 | Time: 2101.68 ms [2021-05-05 03:32:41 main:581] : INFO : Epoch 1555 | loss: 0.0311192 | val_loss: 0.0311854 | Time: 2011.31 ms [2021-05-05 03:32:43 main:581] : INFO : Epoch 1556 | loss: 0.0311245 | val_loss: 0.0311847 | Time: 2034.81 ms [2021-05-05 03:32:45 main:581] : INFO : Epoch 1557 | loss: 0.0311144 | val_loss: 0.0311919 | Time: 2029.66 ms [2021-05-05 03:32:47 main:581] : INFO : Epoch 1558 | loss: 0.0311079 | val_loss: 0.031187 | Time: 1987.43 ms [2021-05-05 03:32:49 main:581] : INFO : Epoch 1559 | loss: 0.0311124 | val_loss: 0.0311963 | Time: 1965.86 ms [2021-05-05 03:32:51 main:581] : INFO : Epoch 1560 | loss: 0.0311095 | val_loss: 0.0311921 | Time: 1990.49 ms [2021-05-05 03:32:53 main:581] : INFO : Epoch 1561 | loss: 0.031108 | val_loss: 0.0311976 | Time: 1986.41 ms [2021-05-05 03:32:55 main:581] : INFO : Epoch 1562 | loss: 0.0311074 | val_loss: 0.031198 | Time: 1995.36 ms [2021-05-05 03:32:57 main:581] : INFO : Epoch 1563 | loss: 0.0311157 | val_loss: 0.0311853 | Time: 1984.64 ms [2021-05-05 03:32:59 main:581] : INFO : Epoch 1564 | loss: 0.031123 | val_loss: 0.0311963 | Time: 1990.46 ms [2021-05-05 03:33:01 main:581] : INFO : Epoch 1565 | loss: 0.031121 | val_loss: 0.0311886 | Time: 1995.43 ms [2021-05-05 03:33:03 main:581] : INFO : Epoch 1566 | loss: 0.0311251 | val_loss: 0.031188 | Time: 1945.37 ms [2021-05-05 03:33:05 main:581] : INFO : Epoch 1567 | loss: 0.0311252 | val_loss: 0.0311827 | Time: 1966.82 ms [2021-05-05 03:33:07 main:581] : INFO : Epoch 1568 | loss: 0.0311213 | val_loss: 0.0311929 | Time: 1971.18 ms [2021-05-05 03:33:09 main:581] : INFO : Epoch 1569 | loss: 0.0311173 | val_loss: 0.0311893 | Time: 1976.93 ms [2021-05-05 03:33:11 main:581] : INFO : Epoch 1570 | loss: 0.0311137 | val_loss: 0.0311872 | Time: 1953.14 ms [2021-05-05 03:33:13 main:581] : INFO : Epoch 1571 | loss: 0.0311149 | val_loss: 0.0311859 | Time: 1998.2 ms [2021-05-05 03:33:15 main:581] : INFO : Epoch 1572 | loss: 0.0311128 | val_loss: 0.031189 | Time: 1996.87 ms [2021-05-05 03:33:17 main:581] : INFO : Epoch 1573 | loss: 0.0311124 | val_loss: 0.0311956 | Time: 1971.59 ms [2021-05-05 03:33:19 main:581] : INFO : Epoch 1574 | loss: 0.031112 | val_loss: 0.0311927 | Time: 2014.81 ms [2021-05-05 03:33:21 main:581] : INFO : Epoch 1575 | loss: 0.0311133 | val_loss: 0.0311891 | Time: 2027.08 ms [2021-05-05 03:33:23 main:581] : INFO : Epoch 1576 | loss: 0.0311228 | val_loss: 0.0311955 | Time: 1993.61 ms [2021-05-05 03:33:25 main:581] : INFO : Epoch 1577 | loss: 0.0311187 | val_loss: 0.0311834 | Time: 2204.26 ms [2021-05-05 03:33:27 main:581] : INFO : Epoch 1578 | loss: 0.0311138 | val_loss: 0.031195 | Time: 2027.55 ms [2021-05-05 03:33:29 main:581] : INFO : Epoch 1579 | loss: 0.0311072 | val_loss: 0.0311887 | Time: 1919.23 ms [2021-05-05 03:33:31 main:581] : INFO : Epoch 1580 | loss: 0.0311043 | val_loss: 0.0312005 | Time: 1984.23 ms [2021-05-05 03:33:33 main:581] : INFO : Epoch 1581 | loss: 0.0311105 | val_loss: 0.0311926 | Time: 1968.42 ms [2021-05-05 03:33:35 main:581] : INFO : Epoch 1582 | loss: 0.0311092 | val_loss: 0.0311986 | Time: 1950.59 ms [2021-05-05 03:33:37 main:581] : INFO : Epoch 1583 | loss: 0.0311146 | val_loss: 0.0311906 | Time: 2011.05 ms [2021-05-05 03:33:39 main:581] : INFO : Epoch 1584 | loss: 0.0311165 | val_loss: 0.031191 | Time: 1961.09 ms [2021-05-05 03:33:41 main:581] : INFO : Epoch 1585 | loss: 0.0311145 | val_loss: 0.0311846 | Time: 1907.88 ms [2021-05-05 03:33:43 main:581] : INFO : Epoch 1586 | loss: 0.0311163 | val_loss: 0.0311813 | Time: 1995.93 ms [2021-05-05 03:33:45 main:581] : INFO : Epoch 1587 | loss: 0.0311162 | val_loss: 0.0311929 | Time: 1985.46 ms [2021-05-05 03:33:47 main:581] : INFO : Epoch 1588 | loss: 0.0311126 | val_loss: 0.0311973 | Time: 2018.38 ms [2021-05-05 03:33:49 main:581] : INFO : Epoch 1589 | loss: 0.031108 | val_loss: 0.0311955 | Time: 2004.99 ms [2021-05-05 03:33:51 main:581] : INFO : Epoch 1590 | loss: 0.0311108 | val_loss: 0.031191 | Time: 1975.37 ms [2021-05-05 03:33:53 main:581] : INFO : Epoch 1591 | loss: 0.0311048 | val_loss: 0.0312003 | Time: 2007.14 ms [2021-05-05 03:33:55 main:581] : INFO : Epoch 1592 | loss: 0.0311037 | val_loss: 0.0311825 | Time: 1992.7 ms [2021-05-05 03:33:57 main:581] : INFO : Epoch 1593 | loss: 0.0311173 | val_loss: 0.0311912 | Time: 1947.08 ms [2021-05-05 03:33:59 main:581] : INFO : Epoch 1594 | loss: 0.031108 | val_loss: 0.0311951 | Time: 1985.35 ms [2021-05-05 03:34:01 main:581] : INFO : Epoch 1595 | loss: 0.0311116 | val_loss: 0.0311928 | Time: 1981 ms [2021-05-05 03:34:03 main:581] : INFO : Epoch 1596 | loss: 0.0311122 | val_loss: 0.0311944 | Time: 1985.19 ms [2021-05-05 03:34:05 main:581] : INFO : Epoch 1597 | loss: 0.0311064 | val_loss: 0.0311943 | Time: 2000.57 ms [2021-05-05 03:34:07 main:581] : INFO : Epoch 1598 | loss: 0.0311109 | val_loss: 0.031192 | Time: 1973.5 ms [2021-05-05 03:34:09 main:581] : INFO : Epoch 1599 | loss: 0.0311116 | val_loss: 0.0311892 | Time: 1938.34 ms [2021-05-05 03:34:11 main:581] : INFO : Epoch 1600 | loss: 0.0311156 | val_loss: 0.0311849 | Time: 1950.63 ms [2021-05-05 03:34:12 main:581] : INFO : Epoch 1601 | loss: 0.0311086 | val_loss: 0.0311925 | Time: 1965.45 ms [2021-05-05 03:34:14 main:581] : INFO : Epoch 1602 | loss: 0.0311075 | val_loss: 0.0311956 | Time: 2002.65 ms [2021-05-05 03:34:16 main:581] : INFO : Epoch 1603 | loss: 0.031106 | val_loss: 0.0311914 | Time: 2007.52 ms [2021-05-05 03:34:19 main:581] : INFO : Epoch 1604 | loss: 0.0311052 | val_loss: 0.0311965 | Time: 2042.32 ms [2021-05-05 03:34:21 main:581] : INFO : Epoch 1605 | loss: 0.0311183 | val_loss: 0.031178 | Time: 2000.85 ms [2021-05-05 03:34:22 main:581] : INFO : Epoch 1606 | loss: 0.0311187 | val_loss: 0.0311905 | Time: 1953.93 ms [2021-05-05 03:34:24 main:581] : INFO : Epoch 1607 | loss: 0.0311128 | val_loss: 0.0312026 | Time: 1962.94 ms [2021-05-05 03:34:26 main:581] : INFO : Epoch 1608 | loss: 0.0311086 | val_loss: 0.0311931 | Time: 1973.07 ms [2021-05-05 03:34:28 main:581] : INFO : Epoch 1609 | loss: 0.0311074 | val_loss: 0.0311986 | Time: 1950.72 ms [2021-05-05 03:34:30 main:581] : INFO : Epoch 1610 | loss: 0.0311102 | val_loss: 0.0311928 | Time: 1975.96 ms [2021-05-05 03:34:32 main:581] : INFO : Epoch 1611 | loss: 0.0311091 | val_loss: 0.0312018 | Time: 2004.38 ms [2021-05-05 03:34:34 main:581] : INFO : Epoch 1612 | loss: 0.0311034 | val_loss: 0.0311965 | Time: 2018.82 ms [2021-05-05 03:34:36 main:581] : INFO : Epoch 1613 | loss: 0.0311064 | val_loss: 0.0312048 | Time: 1885.8 ms [2021-05-05 03:34:38 main:581] : INFO : Epoch 1614 | loss: 0.0311062 | val_loss: 0.031201 | Time: 2109.76 ms [2021-05-05 03:34:41 main:581] : INFO : Epoch 1615 | loss: 0.0311008 | val_loss: 0.0312026 | Time: 2150.51 ms [2021-05-05 03:34:43 main:581] : INFO : Epoch 1616 | loss: 0.031103 | val_loss: 0.0311971 | Time: 2025.09 ms [2021-05-05 03:34:45 main:581] : INFO : Epoch 1617 | loss: 0.0311045 | val_loss: 0.0311975 | Time: 2039.32 ms [2021-05-05 03:34:47 main:581] : INFO : Epoch 1618 | loss: 0.0311054 | val_loss: 0.0312016 | Time: 1955.77 ms [2021-05-05 03:34:49 main:581] : INFO : Epoch 1619 | loss: 0.0311134 | val_loss: 0.0311934 | Time: 2060.94 ms [2021-05-05 03:34:51 main:581] : INFO : Epoch 1620 | loss: 0.031114 | val_loss: 0.0311991 | Time: 1993.7 ms [2021-05-05 03:34:53 main:581] : INFO : Epoch 1621 | loss: 0.0311066 | val_loss: 0.0312032 | Time: 2019.25 ms [2021-05-05 03:34:55 main:581] : INFO : Epoch 1622 | loss: 0.0311016 | val_loss: 0.0312071 | Time: 1975.33 ms [2021-05-05 03:34:57 main:581] : INFO : Epoch 1623 | loss: 0.0310978 | val_loss: 0.0312047 | Time: 2001.89 ms [2021-05-05 03:34:59 main:581] : INFO : Epoch 1624 | loss: 0.0310995 | val_loss: 0.0311941 | Time: 1940.86 ms [2021-05-05 03:35:00 main:581] : INFO : Epoch 1625 | loss: 0.03117 | val_loss: 0.0311934 | Time: 1944.67 ms [2021-05-05 03:35:02 main:581] : INFO : Epoch 1626 | loss: 0.0312605 | val_loss: 0.0314928 | Time: 1998.66 ms [2021-05-05 03:35:04 main:581] : INFO : Epoch 1627 | loss: 0.0325806 | val_loss: 0.0317363 | Time: 1995.16 ms [2021-05-05 03:35:06 main:581] : INFO : Epoch 1628 | loss: 0.0344351 | val_loss: 0.0337728 | Time: 1963.91 ms [2021-05-05 03:35:08 main:581] : INFO : Epoch 1629 | loss: 0.0319158 | val_loss: 0.0314926 | Time: 1924.76 ms [2021-05-05 03:35:10 main:581] : INFO : Epoch 1630 | loss: 0.0313665 | val_loss: 0.0312925 | Time: 1995.45 ms [2021-05-05 03:35:12 main:581] : INFO : Epoch 1631 | loss: 0.0312726 | val_loss: 0.0312607 | Time: 2003.25 ms [2021-05-05 03:35:14 main:581] : INFO : Epoch 1632 | loss: 0.0312571 | val_loss: 0.0312572 | Time: 2044.88 ms [2021-05-05 03:35:16 main:581] : INFO : Epoch 1633 | loss: 0.0312526 | val_loss: 0.0312485 | Time: 1989.66 ms [2021-05-05 03:35:18 main:581] : INFO : Epoch 1634 | loss: 0.0312476 | val_loss: 0.0312501 | Time: 1994.96 ms [2021-05-05 03:35:20 main:581] : INFO : Epoch 1635 | loss: 0.0312474 | val_loss: 0.0312446 | Time: 1912.21 ms [2021-05-05 03:35:22 main:581] : INFO : Epoch 1636 | loss: 0.0312415 | val_loss: 0.0312447 | Time: 1976.79 ms [2021-05-05 03:35:24 main:581] : INFO : Epoch 1637 | loss: 0.0312392 | val_loss: 0.0312396 | Time: 1964.41 ms [2021-05-05 03:35:26 main:581] : INFO : Epoch 1638 | loss: 0.0312349 | val_loss: 0.0312369 | Time: 1914.09 ms [2021-05-05 03:35:28 main:581] : INFO : Epoch 1639 | loss: 0.031233 | val_loss: 0.031235 | Time: 1958.42 ms [2021-05-05 03:35:30 main:581] : INFO : Epoch 1640 | loss: 0.0312293 | val_loss: 0.0312293 | Time: 1966.38 ms [2021-05-05 03:35:32 main:581] : INFO : Epoch 1641 | loss: 0.0312253 | val_loss: 0.0312249 | Time: 1995.75 ms [2021-05-05 03:35:34 main:581] : INFO : Epoch 1642 | loss: 0.0312213 | val_loss: 0.031221 | Time: 1936.54 ms [2021-05-05 03:35:36 main:581] : INFO : Epoch 1643 | loss: 0.0312216 | val_loss: 0.031227 | Time: 1964.3 ms [2021-05-05 03:35:38 main:581] : INFO : Epoch 1644 | loss: 0.0312224 | val_loss: 0.0312138 | Time: 2020.77 ms [2021-05-05 03:35:40 main:581] : INFO : Epoch 1645 | loss: 0.031213 | val_loss: 0.0312129 | Time: 2005.24 ms [2021-05-05 03:35:42 main:581] : INFO : Epoch 1646 | loss: 0.0312081 | val_loss: 0.031207 | Time: 2034.98 ms [2021-05-05 03:35:44 main:581] : INFO : Epoch 1647 | loss: 0.031206 | val_loss: 0.0312054 | Time: 2034.38 ms [2021-05-05 03:35:46 main:581] : INFO : Epoch 1648 | loss: 0.0312042 | val_loss: 0.0312059 | Time: 2093.49 ms [2021-05-05 03:35:48 main:581] : INFO : Epoch 1649 | loss: 0.0312035 | val_loss: 0.0312041 | Time: 2031.89 ms [2021-05-05 03:35:50 main:581] : INFO : Epoch 1650 | loss: 0.0312072 | val_loss: 0.031204 | Time: 2005.74 ms [2021-05-05 03:35:52 main:581] : INFO : Epoch 1651 | loss: 0.0312004 | val_loss: 0.0312006 | Time: 1971.5 ms [2021-05-05 03:35:54 main:581] : INFO : Epoch 1652 | loss: 0.0311986 | val_loss: 0.0312004 | Time: 2028.49 ms [2021-05-05 03:35:56 main:581] : INFO : Epoch 1653 | loss: 0.0311965 | val_loss: 0.0311986 | Time: 2029.94 ms [2021-05-05 03:35:58 main:581] : INFO : Epoch 1654 | loss: 0.0311954 | val_loss: 0.0311966 | Time: 1997.77 ms [2021-05-05 03:36:00 main:581] : INFO : Epoch 1655 | loss: 0.0311941 | val_loss: 0.031196 | Time: 2035.03 ms [2021-05-05 03:36:02 main:581] : INFO : Epoch 1656 | loss: 0.0311945 | val_loss: 0.0311963 | Time: 1987.12 ms [2021-05-05 03:36:04 main:581] : INFO : Epoch 1657 | loss: 0.031195 | val_loss: 0.0311938 | Time: 1997.76 ms [2021-05-05 03:36:06 main:581] : INFO : Epoch 1658 | loss: 0.0311975 | val_loss: 0.0311938 | Time: 1973.16 ms [2021-05-05 03:36:08 main:581] : INFO : Epoch 1659 | loss: 0.0311903 | val_loss: 0.0311956 | Time: 2001.28 ms [2021-05-05 03:36:10 main:581] : INFO : Epoch 1660 | loss: 0.031193 | val_loss: 0.0311937 | Time: 1879.18 ms [2021-05-05 03:36:12 main:581] : INFO : Epoch 1661 | loss: 0.0311897 | val_loss: 0.0311921 | Time: 1962.76 ms [2021-05-05 03:36:14 main:581] : INFO : Epoch 1662 | loss: 0.0311906 | val_loss: 0.0311906 | Time: 1939.97 ms [2021-05-05 03:36:16 main:581] : INFO : Epoch 1663 | loss: 0.0311893 | val_loss: 0.0311922 | Time: 1999.25 ms [2021-05-05 03:36:18 main:581] : INFO : Epoch 1664 | loss: 0.0311884 | val_loss: 0.0311905 | Time: 1982.95 ms [2021-05-05 03:36:20 main:581] : INFO : Epoch 1665 | loss: 0.0311868 | val_loss: 0.0311936 | Time: 1923.75 ms [2021-05-05 03:36:22 main:581] : INFO : Epoch 1666 | loss: 0.0311878 | val_loss: 0.03119 | Time: 1987.13 ms [2021-05-05 03:36:24 main:581] : INFO : Epoch 1667 | loss: 0.031187 | val_loss: 0.0311919 | Time: 1871.99 ms [2021-05-05 03:36:26 main:581] : INFO : Epoch 1668 | loss: 0.0311864 | val_loss: 0.0311895 | Time: 1996.89 ms [2021-05-05 03:36:28 main:581] : INFO : Epoch 1669 | loss: 0.031185 | val_loss: 0.0311891 | Time: 1988.19 ms [2021-05-05 03:36:30 main:581] : INFO : Epoch 1670 | loss: 0.0311856 | val_loss: 0.0311883 | Time: 1943.58 ms [2021-05-05 03:36:32 main:581] : INFO : Epoch 1671 | loss: 0.0311854 | val_loss: 0.0311927 | Time: 1929.78 ms [2021-05-05 03:36:34 main:581] : INFO : Epoch 1672 | loss: 0.0311871 | val_loss: 0.031189 | Time: 1877.22 ms [2021-05-05 03:36:35 main:581] : INFO : Epoch 1673 | loss: 0.0311867 | val_loss: 0.0311911 | Time: 1938.96 ms [2021-05-05 03:36:37 main:581] : INFO : Epoch 1674 | loss: 0.0311843 | val_loss: 0.0311874 | Time: 1980.62 ms [2021-05-05 03:36:39 main:581] : INFO : Epoch 1675 | loss: 0.0311833 | val_loss: 0.0311899 | Time: 1965.78 ms [2021-05-05 03:36:41 main:581] : INFO : Epoch 1676 | loss: 0.0311827 | val_loss: 0.031187 | Time: 1978.18 ms [2021-05-05 03:36:43 main:581] : INFO : Epoch 1677 | loss: 0.0311823 | val_loss: 0.0311871 | Time: 1988.65 ms [2021-05-05 03:36:45 main:581] : INFO : Epoch 1678 | loss: 0.0311829 | val_loss: 0.0311866 | Time: 1872.86 ms [2021-05-05 03:36:47 main:581] : INFO : Epoch 1679 | loss: 0.0311822 | val_loss: 0.0311867 | Time: 1938.33 ms [2021-05-05 03:36:49 main:581] : INFO : Epoch 1680 | loss: 0.031181 | val_loss: 0.0311859 | Time: 1952.74 ms [2021-05-05 03:36:51 main:581] : INFO : Epoch 1681 | loss: 0.0311816 | val_loss: 0.0311861 | Time: 2007.99 ms [2021-05-05 03:36:53 main:581] : INFO : Epoch 1682 | loss: 0.031182 | val_loss: 0.0311875 | Time: 1981.39 ms [2021-05-05 03:36:55 main:581] : INFO : Epoch 1683 | loss: 0.0311821 | val_loss: 0.0311849 | Time: 1985.72 ms [2021-05-05 03:36:57 main:581] : INFO : Epoch 1684 | loss: 0.0311814 | val_loss: 0.0311862 | Time: 2048.13 ms [2021-05-05 03:36:59 main:581] : INFO : Epoch 1685 | loss: 0.0311827 | val_loss: 0.0311868 | Time: 1953.87 ms [2021-05-05 03:37:01 main:581] : INFO : Epoch 1686 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 1901.53 ms [2021-05-05 03:37:03 main:581] : INFO : Epoch 1687 | loss: 0.03118 | val_loss: 0.0311858 | Time: 1986.26 ms [2021-05-05 03:37:05 main:581] : INFO : Epoch 1688 | loss: 0.0311799 | val_loss: 0.0311835 | Time: 1969.11 ms [2021-05-05 03:37:07 main:581] : INFO : Epoch 1689 | loss: 0.0311798 | val_loss: 0.031183 | Time: 1928.8 ms [2021-05-05 03:37:09 main:581] : INFO : Epoch 1690 | loss: 0.0311795 | val_loss: 0.031184 | Time: 2007.97 ms [2021-05-05 03:37:11 main:581] : INFO : Epoch 1691 | loss: 0.0311806 | val_loss: 0.0311865 | Time: 2016.04 ms [2021-05-05 03:37:13 main:581] : INFO : Epoch 1692 | loss: 0.0311815 | val_loss: 0.031183 | Time: 1992.16 ms [2021-05-05 03:37:15 main:581] : INFO : Epoch 1693 | loss: 0.0311804 | val_loss: 0.0311827 | Time: 1984.09 ms [2021-05-05 03:37:17 main:581] : INFO : Epoch 1694 | loss: 0.0311788 | val_loss: 0.0311857 | Time: 1952.21 ms [2021-05-05 03:37:19 main:581] : INFO : Epoch 1695 | loss: 0.0311789 | val_loss: 0.0311833 | Time: 1937.79 ms [2021-05-05 03:37:21 main:581] : INFO : Epoch 1696 | loss: 0.0311792 | val_loss: 0.0311832 | Time: 1964.46 ms [2021-05-05 03:37:23 main:581] : INFO : Epoch 1697 | loss: 0.031178 | val_loss: 0.0311828 | Time: 1821.38 ms [2021-05-05 03:37:25 main:581] : INFO : Epoch 1698 | loss: 0.0311797 | val_loss: 0.0311847 | Time: 1935.65 ms [2021-05-05 03:37:26 main:581] : INFO : Epoch 1699 | loss: 0.0311789 | val_loss: 0.0311845 | Time: 1982.13 ms [2021-05-05 03:37:28 main:581] : INFO : Epoch 1700 | loss: 0.0311783 | val_loss: 0.0311815 | Time: 1812.36 ms [2021-05-05 03:37:30 main:581] : INFO : Epoch 1701 | loss: 0.0311779 | val_loss: 0.0311831 | Time: 1951.2 ms [2021-05-05 03:37:32 main:581] : INFO : Epoch 1702 | loss: 0.0311799 | val_loss: 0.0311866 | Time: 1990.9 ms [2021-05-05 03:37:34 main:581] : INFO : Epoch 1703 | loss: 0.0311786 | val_loss: 0.0311813 | Time: 1951.6 ms [2021-05-05 03:37:36 main:581] : INFO : Epoch 1704 | loss: 0.031179 | val_loss: 0.031182 | Time: 1911.73 ms [2021-05-05 03:37:38 main:581] : INFO : Epoch 1705 | loss: 0.0311774 | val_loss: 0.0311838 | Time: 2000.05 ms [2021-05-05 03:37:40 main:581] : INFO : Epoch 1706 | loss: 0.031177 | val_loss: 0.0311811 | Time: 1977.95 ms [2021-05-05 03:37:42 main:581] : INFO : Epoch 1707 | loss: 0.031177 | val_loss: 0.0311825 | Time: 2029.32 ms [2021-05-05 03:37:44 main:581] : INFO : Epoch 1708 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 2003.91 ms [2021-05-05 03:37:46 main:581] : INFO : Epoch 1709 | loss: 0.0311772 | val_loss: 0.0311862 | Time: 2009.59 ms [2021-05-05 03:37:48 main:581] : INFO : Epoch 1710 | loss: 0.0311796 | val_loss: 0.0311833 | Time: 1980.94 ms [2021-05-05 03:37:50 main:581] : INFO : Epoch 1711 | loss: 0.0311781 | val_loss: 0.031184 | Time: 2132.64 ms [2021-05-05 03:37:52 main:581] : INFO : Epoch 1712 | loss: 0.0311783 | val_loss: 0.0311821 | Time: 2095.89 ms [2021-05-05 03:37:54 main:581] : INFO : Epoch 1713 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 2006.73 ms [2021-05-05 03:37:56 main:581] : INFO : Epoch 1714 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 1987.28 ms [2021-05-05 03:37:58 main:581] : INFO : Epoch 1715 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 2012.39 ms [2021-05-05 03:38:00 main:581] : INFO : Epoch 1716 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 1942.37 ms [2021-05-05 03:38:02 main:581] : INFO : Epoch 1717 | loss: 0.0311762 | val_loss: 0.0311811 | Time: 2001.25 ms [2021-05-05 03:38:04 main:581] : INFO : Epoch 1718 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 1935.5 ms [2021-05-05 03:38:06 main:581] : INFO : Epoch 1719 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 1963.39 ms [2021-05-05 03:38:08 main:581] : INFO : Epoch 1720 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 1994.33 ms [2021-05-05 03:38:10 main:581] : INFO : Epoch 1721 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 1997.46 ms [2021-05-05 03:38:12 main:581] : INFO : Epoch 1722 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 1997.99 ms [2021-05-05 03:38:14 main:581] : INFO : Epoch 1723 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 1995.61 ms [2021-05-05 03:38:16 main:581] : INFO : Epoch 1724 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 1993.84 ms [2021-05-05 03:38:18 main:581] : INFO : Epoch 1725 | loss: 0.0311742 | val_loss: 0.03118 | Time: 1967.2 ms [2021-05-05 03:38:20 main:581] : INFO : Epoch 1726 | loss: 0.0311742 | val_loss: 0.0311804 | Time: 1985.24 ms [2021-05-05 03:38:22 main:581] : INFO : Epoch 1727 | loss: 0.0311748 | val_loss: 0.0311856 | Time: 2007.41 ms [2021-05-05 03:38:24 main:581] : INFO : Epoch 1728 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 2024.7 ms [2021-05-05 03:38:26 main:581] : INFO : Epoch 1729 | loss: 0.0311744 | val_loss: 0.0311788 | Time: 1980.96 ms [2021-05-05 03:38:28 main:581] : INFO : Epoch 1730 | loss: 0.0311734 | val_loss: 0.0311801 | Time: 1969.97 ms [2021-05-05 03:38:30 main:581] : INFO : Epoch 1731 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 1931.95 ms [2021-05-05 03:38:32 main:581] : INFO : Epoch 1732 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 1963.02 ms [2021-05-05 03:38:34 main:581] : INFO : Epoch 1733 | loss: 0.0311754 | val_loss: 0.031183 | Time: 1958.39 ms [2021-05-05 03:38:36 main:581] : INFO : Epoch 1734 | loss: 0.0311753 | val_loss: 0.0311822 | Time: 1940.94 ms [2021-05-05 03:38:38 main:581] : INFO : Epoch 1735 | loss: 0.0311741 | val_loss: 0.031179 | Time: 1998.28 ms [2021-05-05 03:38:40 main:581] : INFO : Epoch 1736 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 1999.41 ms [2021-05-05 03:38:42 main:581] : INFO : Epoch 1737 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 2002.15 ms [2021-05-05 03:38:44 main:581] : INFO : Epoch 1738 | loss: 0.0311735 | val_loss: 0.031185 | Time: 1980.94 ms [2021-05-05 03:38:46 main:581] : INFO : Epoch 1739 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 2018.74 ms [2021-05-05 03:38:48 main:581] : INFO : Epoch 1740 | loss: 0.0311751 | val_loss: 0.031178 | Time: 1923.45 ms [2021-05-05 03:38:50 main:581] : INFO : Epoch 1741 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 1961.25 ms [2021-05-05 03:38:52 main:581] : INFO : Epoch 1742 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 1987.77 ms [2021-05-05 03:38:54 main:581] : INFO : Epoch 1743 | loss: 0.0311735 | val_loss: 0.0311774 | Time: 1896.93 ms [2021-05-05 03:38:56 main:581] : INFO : Epoch 1744 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 1980.95 ms [2021-05-05 03:38:58 main:581] : INFO : Epoch 1745 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 2284.14 ms [2021-05-05 03:39:00 main:581] : INFO : Epoch 1746 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 2023.28 ms [2021-05-05 03:39:02 main:581] : INFO : Epoch 1747 | loss: 0.0311757 | val_loss: 0.031195 | Time: 1961.35 ms [2021-05-05 03:39:04 main:581] : INFO : Epoch 1748 | loss: 0.0311788 | val_loss: 0.0311783 | Time: 1900.98 ms [2021-05-05 03:39:06 main:581] : INFO : Epoch 1749 | loss: 0.0311733 | val_loss: 0.0311787 | Time: 1956.81 ms [2021-05-05 03:39:08 main:581] : INFO : Epoch 1750 | loss: 0.0311721 | val_loss: 0.031178 | Time: 1930.32 ms [2021-05-05 03:39:10 main:581] : INFO : Epoch 1751 | loss: 0.0311711 | val_loss: 0.0311775 | Time: 1959.79 ms [2021-05-05 03:39:12 main:581] : INFO : Epoch 1752 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 1981.17 ms [2021-05-05 03:39:14 main:581] : INFO : Epoch 1753 | loss: 0.0311716 | val_loss: 0.031177 | Time: 2006.44 ms [2021-05-05 03:39:16 main:581] : INFO : Epoch 1754 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 2006.56 ms [2021-05-05 03:39:18 main:581] : INFO : Epoch 1755 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 2056.39 ms [2021-05-05 03:39:20 main:581] : INFO : Epoch 1756 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 2028 ms [2021-05-05 03:39:22 main:581] : INFO : Epoch 1757 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 2099.93 ms [2021-05-05 03:39:24 main:581] : INFO : Epoch 1758 | loss: 0.0311724 | val_loss: 0.0311785 | Time: 2061.3 ms [2021-05-05 03:39:26 main:581] : INFO : Epoch 1759 | loss: 0.031172 | val_loss: 0.0311765 | Time: 2046.76 ms [2021-05-05 03:39:28 main:581] : INFO : Epoch 1760 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 2039.32 ms [2021-05-05 03:39:30 main:581] : INFO : Epoch 1761 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 2027.96 ms [2021-05-05 03:39:32 main:581] : INFO : Epoch 1762 | loss: 0.0311703 | val_loss: 0.031176 | Time: 2049.35 ms [2021-05-05 03:39:34 main:581] : INFO : Epoch 1763 | loss: 0.0311702 | val_loss: 0.031178 | Time: 2028.47 ms [2021-05-05 03:39:36 main:581] : INFO : Epoch 1764 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 1969.91 ms [2021-05-05 03:39:38 main:581] : INFO : Epoch 1765 | loss: 0.0311703 | val_loss: 0.03118 | Time: 1961.12 ms [2021-05-05 03:39:40 main:581] : INFO : Epoch 1766 | loss: 0.0311711 | val_loss: 0.0311821 | Time: 1985.93 ms [2021-05-05 03:39:42 main:581] : INFO : Epoch 1767 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 2007.26 ms [2021-05-05 03:39:44 main:581] : INFO : Epoch 1768 | loss: 0.0311713 | val_loss: 0.0311847 | Time: 2018.01 ms [2021-05-05 03:39:46 main:581] : INFO : Epoch 1769 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 2011.55 ms [2021-05-05 03:39:48 main:581] : INFO : Epoch 1770 | loss: 0.0311689 | val_loss: 0.0311778 | Time: 2004.84 ms [2021-05-05 03:39:50 main:581] : INFO : Epoch 1771 | loss: 0.0311718 | val_loss: 0.0311788 | Time: 2065.17 ms [2021-05-05 03:39:52 main:581] : INFO : Epoch 1772 | loss: 0.0311701 | val_loss: 0.0311749 | Time: 2002.52 ms [2021-05-05 03:39:54 main:581] : INFO : Epoch 1773 | loss: 0.0311691 | val_loss: 0.0311751 | Time: 2004.01 ms [2021-05-05 03:39:56 main:581] : INFO : Epoch 1774 | loss: 0.0311686 | val_loss: 0.0311748 | Time: 1894.5 ms [2021-05-05 03:39:58 main:581] : INFO : Epoch 1775 | loss: 0.031168 | val_loss: 0.0311753 | Time: 2023.76 ms [2021-05-05 03:40:00 main:581] : INFO : Epoch 1776 | loss: 0.0311695 | val_loss: 0.0311747 | Time: 1995.35 ms [2021-05-05 03:40:02 main:581] : INFO : Epoch 1777 | loss: 0.031168 | val_loss: 0.0311746 | Time: 1910.19 ms [2021-05-05 03:40:04 main:581] : INFO : Epoch 1778 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 2010.46 ms [2021-05-05 03:40:06 main:581] : INFO : Epoch 1779 | loss: 0.03117 | val_loss: 0.0311778 | Time: 1909.25 ms [2021-05-05 03:40:08 main:581] : INFO : Epoch 1780 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 1939 ms [2021-05-05 03:40:10 main:581] : INFO : Epoch 1781 | loss: 0.031169 | val_loss: 0.0311757 | Time: 2018.26 ms [2021-05-05 03:40:12 main:581] : INFO : Epoch 1782 | loss: 0.0311684 | val_loss: 0.0311753 | Time: 2006.88 ms [2021-05-05 03:40:14 main:581] : INFO : Epoch 1783 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 2002.86 ms [2021-05-05 03:40:16 main:581] : INFO : Epoch 1784 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 1989.25 ms [2021-05-05 03:40:18 main:581] : INFO : Epoch 1785 | loss: 0.0311674 | val_loss: 0.0311749 | Time: 1921.48 ms [2021-05-05 03:40:20 main:581] : INFO : Epoch 1786 | loss: 0.0311677 | val_loss: 0.0311777 | Time: 1937.7 ms [2021-05-05 03:40:22 main:581] : INFO : Epoch 1787 | loss: 0.0311675 | val_loss: 0.0311743 | Time: 1963.57 ms [2021-05-05 03:40:24 main:581] : INFO : Epoch 1788 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 1934.16 ms [2021-05-05 03:40:26 main:581] : INFO : Epoch 1789 | loss: 0.0311661 | val_loss: 0.0311782 | Time: 2012.42 ms [2021-05-05 03:40:28 main:581] : INFO : Epoch 1790 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 2030.08 ms [2021-05-05 03:40:30 main:581] : INFO : Epoch 1791 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 2007.82 ms [2021-05-05 03:40:32 main:581] : INFO : Epoch 1792 | loss: 0.0311664 | val_loss: 0.0311782 | Time: 2011.71 ms [2021-05-05 03:40:34 main:581] : INFO : Epoch 1793 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 1969 ms [2021-05-05 03:40:36 main:581] : INFO : Epoch 1794 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1969.94 ms [2021-05-05 03:40:38 main:581] : INFO : Epoch 1795 | loss: 0.0311658 | val_loss: 0.0311778 | Time: 2010.78 ms [2021-05-05 03:40:40 main:581] : INFO : Epoch 1796 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 1961.01 ms [2021-05-05 03:40:42 main:581] : INFO : Epoch 1797 | loss: 0.0311669 | val_loss: 0.0311823 | Time: 1949.88 ms [2021-05-05 03:40:44 main:581] : INFO : Epoch 1798 | loss: 0.031167 | val_loss: 0.0311737 | Time: 1982.14 ms [2021-05-05 03:40:45 main:581] : INFO : Epoch 1799 | loss: 0.0311657 | val_loss: 0.0311748 | Time: 1933.85 ms [2021-05-05 03:40:47 main:581] : INFO : Epoch 1800 | loss: 0.0311659 | val_loss: 0.0311741 | Time: 1898.45 ms [2021-05-05 03:40:49 main:581] : INFO : Epoch 1801 | loss: 0.0311648 | val_loss: 0.0311731 | Time: 1866.71 ms [2021-05-05 03:40:51 main:581] : INFO : Epoch 1802 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 2019.64 ms [2021-05-05 03:40:53 main:581] : INFO : Epoch 1803 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 1954.91 ms [2021-05-05 03:40:55 main:581] : INFO : Epoch 1804 | loss: 0.0311656 | val_loss: 0.0311755 | Time: 2008.11 ms [2021-05-05 03:40:57 main:581] : INFO : Epoch 1805 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 1967.6 ms [2021-05-05 03:40:59 main:581] : INFO : Epoch 1806 | loss: 0.031165 | val_loss: 0.0311734 | Time: 1998.13 ms [2021-05-05 03:41:01 main:581] : INFO : Epoch 1807 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 1980.18 ms [2021-05-05 03:41:03 main:581] : INFO : Epoch 1808 | loss: 0.0311639 | val_loss: 0.0311733 | Time: 2010.72 ms [2021-05-05 03:41:05 main:581] : INFO : Epoch 1809 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 1991.19 ms [2021-05-05 03:41:07 main:581] : INFO : Epoch 1810 | loss: 0.031165 | val_loss: 0.0311736 | Time: 1990.23 ms [2021-05-05 03:41:09 main:581] : INFO : Epoch 1811 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 1978.58 ms [2021-05-05 03:41:11 main:581] : INFO : Epoch 1812 | loss: 0.0311646 | val_loss: 0.0311837 | Time: 1949.83 ms [2021-05-05 03:41:13 main:581] : INFO : Epoch 1813 | loss: 0.031166 | val_loss: 0.0311728 | Time: 2005.66 ms [2021-05-05 03:41:15 main:581] : INFO : Epoch 1814 | loss: 0.0311647 | val_loss: 0.0311744 | Time: 1964.2 ms [2021-05-05 03:41:17 main:581] : INFO : Epoch 1815 | loss: 0.0311649 | val_loss: 0.0311765 | Time: 1994.63 ms [2021-05-05 03:41:19 main:581] : INFO : Epoch 1816 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 2032.71 ms [2021-05-05 03:41:21 main:581] : INFO : Epoch 1817 | loss: 0.0311673 | val_loss: 0.0311785 | Time: 2010.8 ms [2021-05-05 03:41:23 main:581] : INFO : Epoch 1818 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 2003.88 ms [2021-05-05 03:41:25 main:581] : INFO : Epoch 1819 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 2093.01 ms [2021-05-05 03:41:27 main:581] : INFO : Epoch 1820 | loss: 0.0311664 | val_loss: 0.0311794 | Time: 2043.17 ms [2021-05-05 03:41:29 main:581] : INFO : Epoch 1821 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 1925.8 ms [2021-05-05 03:41:31 main:581] : INFO : Epoch 1822 | loss: 0.0311626 | val_loss: 0.0311735 | Time: 1975.38 ms [2021-05-05 03:41:33 main:581] : INFO : Epoch 1823 | loss: 0.0311632 | val_loss: 0.0311723 | Time: 1962.63 ms [2021-05-05 03:41:35 main:581] : INFO : Epoch 1824 | loss: 0.0311635 | val_loss: 0.0311718 | Time: 1985.6 ms [2021-05-05 03:41:37 main:581] : INFO : Epoch 1825 | loss: 0.0311635 | val_loss: 0.0311723 | Time: 1929.24 ms [2021-05-05 03:41:39 main:581] : INFO : Epoch 1826 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 2002.31 ms [2021-05-05 03:41:41 main:581] : INFO : Epoch 1827 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 1997.86 ms [2021-05-05 03:41:43 main:581] : INFO : Epoch 1828 | loss: 0.0311638 | val_loss: 0.0311741 | Time: 1998.95 ms [2021-05-05 03:41:45 main:581] : INFO : Epoch 1829 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 1998.04 ms [2021-05-05 03:41:47 main:581] : INFO : Epoch 1830 | loss: 0.0311641 | val_loss: 0.0311746 | Time: 2043.83 ms [2021-05-05 03:41:49 main:581] : INFO : Epoch 1831 | loss: 0.0311659 | val_loss: 0.0311812 | Time: 1972.18 ms [2021-05-05 03:41:51 main:581] : INFO : Epoch 1832 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 1952.69 ms [2021-05-05 03:41:53 main:581] : INFO : Epoch 1833 | loss: 0.0311623 | val_loss: 0.0311722 | Time: 2005.28 ms [2021-05-05 03:41:55 main:581] : INFO : Epoch 1834 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 1932.62 ms [2021-05-05 03:41:57 main:581] : INFO : Epoch 1835 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 1929.56 ms [2021-05-05 03:41:59 main:581] : INFO : Epoch 1836 | loss: 0.0311632 | val_loss: 0.0311716 | Time: 2003.8 ms [2021-05-05 03:42:01 main:581] : INFO : Epoch 1837 | loss: 0.0311646 | val_loss: 0.0311732 | Time: 2061.61 ms [2021-05-05 03:42:03 main:581] : INFO : Epoch 1838 | loss: 0.0311615 | val_loss: 0.0311737 | Time: 2036.42 ms [2021-05-05 03:42:05 main:581] : INFO : Epoch 1839 | loss: 0.0311613 | val_loss: 0.0311747 | Time: 2035.82 ms [2021-05-05 03:42:07 main:581] : INFO : Epoch 1840 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 2029.51 ms [2021-05-05 03:42:09 main:581] : INFO : Epoch 1841 | loss: 0.0311619 | val_loss: 0.031173 | Time: 2010.12 ms [2021-05-05 03:42:11 main:581] : INFO : Epoch 1842 | loss: 0.0311606 | val_loss: 0.0311713 | Time: 1976.28 ms [2021-05-05 03:42:13 main:581] : INFO : Epoch 1843 | loss: 0.0311612 | val_loss: 0.0311722 | Time: 1989.98 ms [2021-05-05 03:42:15 main:581] : INFO : Epoch 1844 | loss: 0.0311674 | val_loss: 0.0311854 | Time: 2080.62 ms [2021-05-05 03:42:17 main:581] : INFO : Epoch 1845 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 1995.45 ms [2021-05-05 03:42:19 main:581] : INFO : Epoch 1846 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 2005.11 ms [2021-05-05 03:42:21 main:581] : INFO : Epoch 1847 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 2187.96 ms [2021-05-05 03:42:23 main:581] : INFO : Epoch 1848 | loss: 0.031162 | val_loss: 0.0311725 | Time: 2047.62 ms [2021-05-05 03:42:25 main:581] : INFO : Epoch 1849 | loss: 0.0311617 | val_loss: 0.0311716 | Time: 2037.65 ms [2021-05-05 03:42:27 main:581] : INFO : Epoch 1850 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 2002.32 ms [2021-05-05 03:42:29 main:581] : INFO : Epoch 1851 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 2018.39 ms [2021-05-05 03:42:31 main:581] : INFO : Epoch 1852 | loss: 0.0311621 | val_loss: 0.0311796 | Time: 1972.93 ms [2021-05-05 03:42:33 main:581] : INFO : Epoch 1853 | loss: 0.0311642 | val_loss: 0.0311768 | Time: 1925.94 ms [2021-05-05 03:42:35 main:581] : INFO : Epoch 1854 | loss: 0.0311628 | val_loss: 0.0311784 | Time: 1970.18 ms [2021-05-05 03:42:37 main:581] : INFO : Epoch 1855 | loss: 0.0311644 | val_loss: 0.0311731 | Time: 2020.56 ms [2021-05-05 03:42:39 main:581] : INFO : Epoch 1856 | loss: 0.0311611 | val_loss: 0.0311716 | Time: 2036.35 ms [2021-05-05 03:42:41 main:581] : INFO : Epoch 1857 | loss: 0.0311617 | val_loss: 0.0311731 | Time: 1966.38 ms [2021-05-05 03:42:43 main:581] : INFO : Epoch 1858 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 1996.19 ms [2021-05-05 03:42:45 main:581] : INFO : Epoch 1859 | loss: 0.0311602 | val_loss: 0.0311718 | Time: 1995.34 ms [2021-05-05 03:42:47 main:581] : INFO : Epoch 1860 | loss: 0.0311627 | val_loss: 0.031171 | Time: 1993.3 ms [2021-05-05 03:42:49 main:581] : INFO : Epoch 1861 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 2051.3 ms [2021-05-05 03:42:51 main:581] : INFO : Epoch 1862 | loss: 0.0311592 | val_loss: 0.0311721 | Time: 1995.9 ms [2021-05-05 03:42:53 main:581] : INFO : Epoch 1863 | loss: 0.0311602 | val_loss: 0.0311761 | Time: 1993.98 ms [2021-05-05 03:42:55 main:581] : INFO : Epoch 1864 | loss: 0.0311617 | val_loss: 0.0311722 | Time: 1968.28 ms [2021-05-05 03:42:57 main:581] : INFO : Epoch 1865 | loss: 0.0311628 | val_loss: 0.0311785 | Time: 1975.24 ms [2021-05-05 03:42:59 main:581] : INFO : Epoch 1866 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 1977.85 ms [2021-05-05 03:43:01 main:581] : INFO : Epoch 1867 | loss: 0.031162 | val_loss: 0.0311732 | Time: 2000.78 ms [2021-05-05 03:43:03 main:581] : INFO : Epoch 1868 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 2022.19 ms [2021-05-05 03:43:05 main:581] : INFO : Epoch 1869 | loss: 0.0311612 | val_loss: 0.0311757 | Time: 2000.05 ms [2021-05-05 03:43:07 main:581] : INFO : Epoch 1870 | loss: 0.0311616 | val_loss: 0.0311739 | Time: 2038.76 ms [2021-05-05 03:43:09 main:581] : INFO : Epoch 1871 | loss: 0.0311597 | val_loss: 0.0311721 | Time: 1850.44 ms [2021-05-05 03:43:11 main:581] : INFO : Epoch 1872 | loss: 0.031162 | val_loss: 0.0311724 | Time: 1974.4 ms [2021-05-05 03:43:13 main:581] : INFO : Epoch 1873 | loss: 0.0311614 | val_loss: 0.0311738 | Time: 1983.37 ms [2021-05-05 03:43:15 main:581] : INFO : Epoch 1874 | loss: 0.0311609 | val_loss: 0.031173 | Time: 1952.99 ms [2021-05-05 03:43:17 main:581] : INFO : Epoch 1875 | loss: 0.031163 | val_loss: 0.0311759 | Time: 1996.51 ms [2021-05-05 03:43:19 main:581] : INFO : Epoch 1876 | loss: 0.03116 | val_loss: 0.0311722 | Time: 1935.88 ms [2021-05-05 03:43:21 main:581] : INFO : Epoch 1877 | loss: 0.0311589 | val_loss: 0.0311732 | Time: 2000.02 ms [2021-05-05 03:43:23 main:581] : INFO : Epoch 1878 | loss: 0.031159 | val_loss: 0.0311745 | Time: 1983.15 ms [2021-05-05 03:43:25 main:581] : INFO : Epoch 1879 | loss: 0.03116 | val_loss: 0.0311725 | Time: 1986.55 ms [2021-05-05 03:43:27 main:581] : INFO : Epoch 1880 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 1997.29 ms [2021-05-05 03:43:29 main:581] : INFO : Epoch 1881 | loss: 0.0311586 | val_loss: 0.0311729 | Time: 2013.04 ms [2021-05-05 03:43:31 main:581] : INFO : Epoch 1882 | loss: 0.0311578 | val_loss: 0.0311739 | Time: 1966.23 ms [2021-05-05 03:43:33 main:581] : INFO : Epoch 1883 | loss: 0.0311607 | val_loss: 0.0311777 | Time: 2003.38 ms [2021-05-05 03:43:35 main:581] : INFO : Epoch 1884 | loss: 0.0311591 | val_loss: 0.0311727 | Time: 1955.1 ms [2021-05-05 03:43:37 main:581] : INFO : Epoch 1885 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 1965.07 ms [2021-05-05 03:43:39 main:581] : INFO : Epoch 1886 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 1988.19 ms [2021-05-05 03:43:41 main:581] : INFO : Epoch 1887 | loss: 0.0311653 | val_loss: 0.031173 | Time: 1937.68 ms [2021-05-05 03:43:43 main:581] : INFO : Epoch 1888 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 1996.9 ms [2021-05-05 03:43:45 main:581] : INFO : Epoch 1889 | loss: 0.0311645 | val_loss: 0.0311696 | Time: 1897.7 ms [2021-05-05 03:43:47 main:581] : INFO : Epoch 1890 | loss: 0.0311624 | val_loss: 0.0311702 | Time: 1963.51 ms [2021-05-05 03:43:49 main:581] : INFO : Epoch 1891 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 2016.66 ms [2021-05-05 03:43:51 main:581] : INFO : Epoch 1892 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 2001.22 ms [2021-05-05 03:43:53 main:581] : INFO : Epoch 1893 | loss: 0.031165 | val_loss: 0.0311713 | Time: 1995.84 ms [2021-05-05 03:43:55 main:581] : INFO : Epoch 1894 | loss: 0.031162 | val_loss: 0.0311702 | Time: 2008.12 ms [2021-05-05 03:43:57 main:581] : INFO : Epoch 1895 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 2033.95 ms [2021-05-05 03:43:59 main:581] : INFO : Epoch 1896 | loss: 0.0311588 | val_loss: 0.0311701 | Time: 1985.55 ms [2021-05-05 03:44:01 main:581] : INFO : Epoch 1897 | loss: 0.0311576 | val_loss: 0.0311694 | Time: 1927.52 ms [2021-05-05 03:44:03 main:581] : INFO : Epoch 1898 | loss: 0.0311586 | val_loss: 0.0311742 | Time: 1923.92 ms [2021-05-05 03:44:04 main:581] : INFO : Epoch 1899 | loss: 0.0311619 | val_loss: 0.0311764 | Time: 1983.21 ms [2021-05-05 03:44:06 main:581] : INFO : Epoch 1900 | loss: 0.0311593 | val_loss: 0.0311745 | Time: 1926.77 ms [2021-05-05 03:44:08 main:581] : INFO : Epoch 1901 | loss: 0.0311583 | val_loss: 0.0311703 | Time: 1964.84 ms [2021-05-05 03:44:10 main:581] : INFO : Epoch 1902 | loss: 0.0311564 | val_loss: 0.0311708 | Time: 1984.32 ms [2021-05-05 03:44:12 main:581] : INFO : Epoch 1903 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 1999.69 ms [2021-05-05 03:44:14 main:581] : INFO : Epoch 1904 | loss: 0.0311559 | val_loss: 0.0311703 | Time: 1989.38 ms [2021-05-05 03:44:16 main:581] : INFO : Epoch 1905 | loss: 0.0311575 | val_loss: 0.0311723 | Time: 1967.35 ms [2021-05-05 03:44:18 main:581] : INFO : Epoch 1906 | loss: 0.0311556 | val_loss: 0.0311712 | Time: 2008.31 ms [2021-05-05 03:44:20 main:581] : INFO : Epoch 1907 | loss: 0.0311552 | val_loss: 0.0311702 | Time: 2011.16 ms [2021-05-05 03:44:22 main:581] : INFO : Epoch 1908 | loss: 0.0311548 | val_loss: 0.0311734 | Time: 1992.71 ms [2021-05-05 03:44:24 main:581] : INFO : Epoch 1909 | loss: 0.0311553 | val_loss: 0.03117 | Time: 1941.57 ms [2021-05-05 03:44:26 main:581] : INFO : Epoch 1910 | loss: 0.0311553 | val_loss: 0.0311694 | Time: 1952.12 ms [2021-05-05 03:44:28 main:581] : INFO : Epoch 1911 | loss: 0.0311561 | val_loss: 0.0311715 | Time: 1906.38 ms [2021-05-05 03:44:30 main:581] : INFO : Epoch 1912 | loss: 0.0311558 | val_loss: 0.0311706 | Time: 1975.99 ms [2021-05-05 03:44:32 main:581] : INFO : Epoch 1913 | loss: 0.0311544 | val_loss: 0.0311757 | Time: 1985.37 ms [2021-05-05 03:44:34 main:581] : INFO : Epoch 1914 | loss: 0.0311546 | val_loss: 0.0311693 | Time: 1981.3 ms [2021-05-05 03:44:36 main:581] : INFO : Epoch 1915 | loss: 0.031156 | val_loss: 0.0311746 | Time: 2025.3 ms [2021-05-05 03:44:38 main:581] : INFO : Epoch 1916 | loss: 0.0311556 | val_loss: 0.0311709 | Time: 1993.78 ms [2021-05-05 03:44:40 main:581] : INFO : Epoch 1917 | loss: 0.0311539 | val_loss: 0.0311739 | Time: 1989.15 ms [2021-05-05 03:44:42 main:581] : INFO : Epoch 1918 | loss: 0.0311531 | val_loss: 0.0311736 | Time: 2218.97 ms [2021-05-05 03:44:44 main:581] : INFO : Epoch 1919 | loss: 0.0311534 | val_loss: 0.0311699 | Time: 2074.01 ms [2021-05-05 03:44:46 main:581] : INFO : Epoch 1920 | loss: 0.0311531 | val_loss: 0.0311709 | Time: 1999.14 ms [2021-05-05 03:44:48 main:581] : INFO : Epoch 1921 | loss: 0.0311569 | val_loss: 0.0311715 | Time: 1883.43 ms [2021-05-05 03:44:50 main:581] : INFO : Epoch 1922 | loss: 0.0311528 | val_loss: 0.0311696 | Time: 1989.18 ms [2021-05-05 03:44:52 main:581] : INFO : Epoch 1923 | loss: 0.031154 | val_loss: 0.0311714 | Time: 1973.13 ms [2021-05-05 03:44:54 main:581] : INFO : Epoch 1924 | loss: 0.0311585 | val_loss: 0.031173 | Time: 1947.47 ms [2021-05-05 03:44:56 main:581] : INFO : Epoch 1925 | loss: 0.0311593 | val_loss: 0.0311711 | Time: 1984.52 ms [2021-05-05 03:44:58 main:581] : INFO : Epoch 1926 | loss: 0.0311532 | val_loss: 0.0311722 | Time: 2002.69 ms [2021-05-05 03:45:00 main:581] : INFO : Epoch 1927 | loss: 0.0311532 | val_loss: 0.0311735 | Time: 1970.59 ms [2021-05-05 03:45:02 main:581] : INFO : Epoch 1928 | loss: 0.0311528 | val_loss: 0.0311708 | Time: 1933.83 ms [2021-05-05 03:45:04 main:581] : INFO : Epoch 1929 | loss: 0.0311544 | val_loss: 0.0311802 | Time: 1930.3 ms [2021-05-05 03:45:06 main:581] : INFO : Epoch 1930 | loss: 0.0311571 | val_loss: 0.031175 | Time: 1948.13 ms [2021-05-05 03:45:08 main:581] : INFO : Epoch 1931 | loss: 0.0311562 | val_loss: 0.0311744 | Time: 1900.75 ms [2021-05-05 03:45:10 main:581] : INFO : Epoch 1932 | loss: 0.0311548 | val_loss: 0.0311748 | Time: 1974.74 ms [2021-05-05 03:45:12 main:581] : INFO : Epoch 1933 | loss: 0.0311552 | val_loss: 0.0311734 | Time: 1979.29 ms [2021-05-05 03:45:14 main:581] : INFO : Epoch 1934 | loss: 0.0311539 | val_loss: 0.0311713 | Time: 1961.76 ms [2021-05-05 03:45:16 main:581] : INFO : Epoch 1935 | loss: 0.0311538 | val_loss: 0.0311717 | Time: 1992.23 ms [2021-05-05 03:45:18 main:581] : INFO : Epoch 1936 | loss: 0.0311543 | val_loss: 0.0311752 | Time: 1999.94 ms [2021-05-05 03:45:20 main:581] : INFO : Epoch 1937 | loss: 0.0311516 | val_loss: 0.0311726 | Time: 2020.46 ms [2021-05-05 03:45:22 main:581] : INFO : Epoch 1938 | loss: 0.0311515 | val_loss: 0.0311723 | Time: 2028.37 ms [2021-05-05 03:45:24 main:581] : INFO : Epoch 1939 | loss: 0.0311511 | val_loss: 0.0311718 | Time: 1945.57 ms [2021-05-05 03:45:26 main:581] : INFO : Epoch 1940 | loss: 0.0311512 | val_loss: 0.0311716 | Time: 1993.63 ms [2021-05-05 03:45:28 main:581] : INFO : Epoch 1941 | loss: 0.0311508 | val_loss: 0.0311738 | Time: 2136.31 ms [2021-05-05 03:45:30 main:581] : INFO : Epoch 1942 | loss: 0.0311524 | val_loss: 0.0311724 | Time: 2258.92 ms [2021-05-05 03:45:32 main:581] : INFO : Epoch 1943 | loss: 0.031153 | val_loss: 0.0311731 | Time: 2097.27 ms [2021-05-05 03:45:34 main:581] : INFO : Epoch 1944 | loss: 0.0311593 | val_loss: 0.0311741 | Time: 1952.82 ms [2021-05-05 03:45:36 main:581] : INFO : Epoch 1945 | loss: 0.0311549 | val_loss: 0.0311744 | Time: 1986.61 ms [2021-05-05 03:45:38 main:581] : INFO : Epoch 1946 | loss: 0.0311557 | val_loss: 0.0311691 | Time: 1967.43 ms [2021-05-05 03:45:40 main:581] : INFO : Epoch 1947 | loss: 0.0311567 | val_loss: 0.0311826 | Time: 2008.85 ms [2021-05-05 03:45:42 main:581] : INFO : Epoch 1948 | loss: 0.0311548 | val_loss: 0.0311754 | Time: 1982.55 ms [2021-05-05 03:45:44 main:581] : INFO : Epoch 1949 | loss: 0.0311532 | val_loss: 0.0311749 | Time: 1994.03 ms [2021-05-05 03:45:46 main:581] : INFO : Epoch 1950 | loss: 0.0311538 | val_loss: 0.0311726 | Time: 2026.9 ms [2021-05-05 03:45:48 main:581] : INFO : Epoch 1951 | loss: 0.0311532 | val_loss: 0.0311732 | Time: 2053.91 ms [2021-05-05 03:45:50 main:581] : INFO : Epoch 1952 | loss: 0.0311547 | val_loss: 0.031174 | Time: 2034.05 ms [2021-05-05 03:45:53 main:581] : INFO : Epoch 1953 | loss: 0.0311523 | val_loss: 0.0311713 | Time: 2264.26 ms [2021-05-05 03:45:55 main:581] : INFO : Epoch 1954 | loss: 0.0311506 | val_loss: 0.0311712 | Time: 2014.55 ms [2021-05-05 03:45:57 main:581] : INFO : Epoch 1955 | loss: 0.0311511 | val_loss: 0.0311732 | Time: 2030.71 ms [2021-05-05 03:45:59 main:581] : INFO : Epoch 1956 | loss: 0.0311514 | val_loss: 0.0311739 | Time: 2000.17 ms [2021-05-05 03:46:00 main:581] : INFO : Epoch 1957 | loss: 0.0311516 | val_loss: 0.0311702 | Time: 1933.7 ms [2021-05-05 03:46:03 main:581] : INFO : Epoch 1958 | loss: 0.0311535 | val_loss: 0.0311772 | Time: 2010.3 ms [2021-05-05 03:46:05 main:581] : INFO : Epoch 1959 | loss: 0.0311528 | val_loss: 0.0311737 | Time: 2004.34 ms [2021-05-05 03:46:06 main:581] : INFO : Epoch 1960 | loss: 0.031154 | val_loss: 0.0311748 | Time: 1967.27 ms [2021-05-05 03:46:09 main:581] : INFO : Epoch 1961 | loss: 0.0311518 | val_loss: 0.031173 | Time: 2047.04 ms [2021-05-05 03:46:11 main:581] : INFO : Epoch 1962 | loss: 0.0311517 | val_loss: 0.0311734 | Time: 2011.08 ms [2021-05-05 03:46:13 main:581] : INFO : Epoch 1963 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 1975.63 ms [2021-05-05 03:46:15 main:581] : INFO : Epoch 1964 | loss: 0.0311521 | val_loss: 0.0311739 | Time: 2018.82 ms [2021-05-05 03:46:17 main:581] : INFO : Epoch 1965 | loss: 0.0311515 | val_loss: 0.031172 | Time: 2058 ms [2021-05-05 03:46:19 main:581] : INFO : Epoch 1966 | loss: 0.0311514 | val_loss: 0.0311773 | Time: 2075.52 ms [2021-05-05 03:46:21 main:581] : INFO : Epoch 1967 | loss: 0.0311511 | val_loss: 0.0311717 | Time: 2028.05 ms [2021-05-05 03:46:23 main:581] : INFO : Epoch 1968 | loss: 0.0311497 | val_loss: 0.0311726 | Time: 2028.38 ms [2021-05-05 03:46:25 main:581] : INFO : Epoch 1969 | loss: 0.0311502 | val_loss: 0.0311751 | Time: 2019.54 ms [2021-05-05 03:46:27 main:581] : INFO : Epoch 1970 | loss: 0.0311505 | val_loss: 0.031172 | Time: 2013.65 ms [2021-05-05 03:46:29 main:581] : INFO : Epoch 1971 | loss: 0.0311618 | val_loss: 0.0311831 | Time: 1978.93 ms [2021-05-05 03:46:31 main:581] : INFO : Epoch 1972 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 1964.64 ms [2021-05-05 03:46:33 main:581] : INFO : Epoch 1973 | loss: 0.0311621 | val_loss: 0.03117 | Time: 1951.69 ms [2021-05-05 03:46:35 main:581] : INFO : Epoch 1974 | loss: 0.031159 | val_loss: 0.0311665 | Time: 1885.02 ms [2021-05-05 03:46:36 main:581] : INFO : Epoch 1975 | loss: 0.0311586 | val_loss: 0.0311704 | Time: 1969.05 ms [2021-05-05 03:46:38 main:581] : INFO : Epoch 1976 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 1987.69 ms [2021-05-05 03:46:40 main:581] : INFO : Epoch 1977 | loss: 0.0311574 | val_loss: 0.0311685 | Time: 1972.77 ms [2021-05-05 03:46:42 main:581] : INFO : Epoch 1978 | loss: 0.0311566 | val_loss: 0.0311722 | Time: 1978.34 ms [2021-05-05 03:46:45 main:581] : INFO : Epoch 1979 | loss: 0.0311563 | val_loss: 0.0311713 | Time: 2335.81 ms [2021-05-05 03:46:47 main:581] : INFO : Epoch 1980 | loss: 0.0311554 | val_loss: 0.0311715 | Time: 1998.56 ms [2021-05-05 03:46:49 main:581] : INFO : Epoch 1981 | loss: 0.0311559 | val_loss: 0.0311726 | Time: 1969.82 ms [2021-05-05 03:46:51 main:581] : INFO : Epoch 1982 | loss: 0.0311567 | val_loss: 0.0311711 | Time: 1966.2 ms [2021-05-05 03:46:53 main:581] : INFO : Epoch 1983 | loss: 0.0311543 | val_loss: 0.0311767 | Time: 1972.5 ms [2021-05-05 03:46:55 main:581] : INFO : Epoch 1984 | loss: 0.0311536 | val_loss: 0.031173 | Time: 1981.56 ms [2021-05-05 03:46:57 main:581] : INFO : Epoch 1985 | loss: 0.0311514 | val_loss: 0.0311701 | Time: 1968.07 ms [2021-05-05 03:46:59 main:581] : INFO : Epoch 1986 | loss: 0.0311504 | val_loss: 0.0311743 | Time: 1976.09 ms [2021-05-05 03:47:01 main:581] : INFO : Epoch 1987 | loss: 0.0311496 | val_loss: 0.0311713 | Time: 1957.98 ms [2021-05-05 03:47:03 main:581] : INFO : Epoch 1988 | loss: 0.0311502 | val_loss: 0.0311707 | Time: 1996.14 ms [2021-05-05 03:47:05 main:581] : INFO : Epoch 1989 | loss: 0.0311496 | val_loss: 0.031169 | Time: 1985.02 ms [2021-05-05 03:47:06 main:581] : INFO : Epoch 1990 | loss: 0.0311506 | val_loss: 0.0311693 | Time: 1938.42 ms [2021-05-05 03:47:09 main:581] : INFO : Epoch 1991 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 2044.91 ms [2021-05-05 03:47:10 main:581] : INFO : Epoch 1992 | loss: 0.0311483 | val_loss: 0.0311695 | Time: 1964.24 ms [2021-05-05 03:47:12 main:581] : INFO : Epoch 1993 | loss: 0.03115 | val_loss: 0.031184 | Time: 1977.78 ms [2021-05-05 03:47:14 main:581] : INFO : Epoch 1994 | loss: 0.0311516 | val_loss: 0.0311732 | Time: 1997.87 ms [2021-05-05 03:47:16 main:581] : INFO : Epoch 1995 | loss: 0.0311494 | val_loss: 0.0311685 | Time: 1901.1 ms [2021-05-05 03:47:18 main:581] : INFO : Epoch 1996 | loss: 0.0311488 | val_loss: 0.0311692 | Time: 1972.18 ms [2021-05-05 03:47:20 main:581] : INFO : Epoch 1997 | loss: 0.0311515 | val_loss: 0.0311747 | Time: 1909.71 ms [2021-05-05 03:47:22 main:581] : INFO : Epoch 1998 | loss: 0.0311531 | val_loss: 0.0311698 | Time: 2028.12 ms [2021-05-05 03:47:24 main:581] : INFO : Epoch 1999 | loss: 0.0311495 | val_loss: 0.0311679 | Time: 1968.49 ms [2021-05-05 03:47:26 main:581] : INFO : Epoch 2000 | loss: 0.0311483 | val_loss: 0.0311692 | Time: 2074 ms [2021-05-05 03:47:28 main:581] : INFO : Epoch 2001 | loss: 0.0311484 | val_loss: 0.0311662 | Time: 1993.07 ms [2021-05-05 03:47:30 main:581] : INFO : Epoch 2002 | loss: 0.0311477 | val_loss: 0.03117 | Time: 1972.28 ms [2021-05-05 03:47:32 main:581] : INFO : Epoch 2003 | loss: 0.03115 | val_loss: 0.0311707 | Time: 1933.51 ms [2021-05-05 03:47:34 main:581] : INFO : Epoch 2004 | loss: 0.0311526 | val_loss: 0.0311756 | Time: 2022.18 ms [2021-05-05 03:47:36 main:581] : INFO : Epoch 2005 | loss: 0.0311504 | val_loss: 0.0311671 | Time: 1949.66 ms [2021-05-05 03:47:38 main:581] : INFO : Epoch 2006 | loss: 0.0311485 | val_loss: 0.0311661 | Time: 1973.25 ms [2021-05-05 03:47:40 main:581] : INFO : Epoch 2007 | loss: 0.0311486 | val_loss: 0.0311689 | Time: 1990.51 ms [2021-05-05 03:47:42 main:581] : INFO : Epoch 2008 | loss: 0.0311493 | val_loss: 0.0311661 | Time: 2009.75 ms [2021-05-05 03:47:44 main:581] : INFO : Epoch 2009 | loss: 0.0311462 | val_loss: 0.0311689 | Time: 1954.97 ms [2021-05-05 03:47:46 main:581] : INFO : Epoch 2010 | loss: 0.0311453 | val_loss: 0.0311705 | Time: 1961.18 ms [2021-05-05 03:47:48 main:581] : INFO : Epoch 2011 | loss: 0.0311492 | val_loss: 0.0311683 | Time: 1986.38 ms [2021-05-05 03:47:50 main:581] : INFO : Epoch 2012 | loss: 0.0311549 | val_loss: 0.0311742 | Time: 1999.39 ms [2021-05-05 03:47:52 main:581] : INFO : Epoch 2013 | loss: 0.0311604 | val_loss: 0.031168 | Time: 1976.73 ms [2021-05-05 03:47:54 main:581] : INFO : Epoch 2014 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 2011.03 ms [2021-05-05 03:47:56 main:581] : INFO : Epoch 2015 | loss: 0.0311563 | val_loss: 0.0311673 | Time: 1970.24 ms [2021-05-05 03:47:58 main:581] : INFO : Epoch 2016 | loss: 0.0311543 | val_loss: 0.0311652 | Time: 1937.68 ms [2021-05-05 03:48:00 main:581] : INFO : Epoch 2017 | loss: 0.0311525 | val_loss: 0.031166 | Time: 1990.64 ms [2021-05-05 03:48:02 main:581] : INFO : Epoch 2018 | loss: 0.0311526 | val_loss: 0.0311657 | Time: 1966.61 ms [2021-05-05 03:48:04 main:581] : INFO : Epoch 2019 | loss: 0.0311528 | val_loss: 0.0311681 | Time: 1943.42 ms [2021-05-05 03:48:06 main:581] : INFO : Epoch 2020 | loss: 0.0311536 | val_loss: 0.0311688 | Time: 1940.64 ms [2021-05-05 03:48:08 main:581] : INFO : Epoch 2021 | loss: 0.0311517 | val_loss: 0.0311673 | Time: 1946.65 ms [2021-05-05 03:48:10 main:581] : INFO : Epoch 2022 | loss: 0.0311539 | val_loss: 0.0311669 | Time: 1892.42 ms [2021-05-05 03:48:12 main:581] : INFO : Epoch 2023 | loss: 0.0311533 | val_loss: 0.0311707 | Time: 1988.23 ms [2021-05-05 03:48:14 main:581] : INFO : Epoch 2024 | loss: 0.0311504 | val_loss: 0.0311732 | Time: 2034.91 ms [2021-05-05 03:48:16 main:581] : INFO : Epoch 2025 | loss: 0.0311494 | val_loss: 0.03117 | Time: 1973.19 ms [2021-05-05 03:48:18 main:581] : INFO : Epoch 2026 | loss: 0.0311478 | val_loss: 0.0311691 | Time: 1972.25 ms [2021-05-05 03:48:20 main:581] : INFO : Epoch 2027 | loss: 0.0311474 | val_loss: 0.031168 | Time: 1996.66 ms [2021-05-05 03:48:22 main:581] : INFO : Epoch 2028 | loss: 0.0311486 | val_loss: 0.031174 | Time: 1995.32 ms [2021-05-05 03:48:24 main:581] : INFO : Epoch 2029 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 2020.34 ms [2021-05-05 03:48:26 main:581] : INFO : Epoch 2030 | loss: 0.0311482 | val_loss: 0.0311687 | Time: 1952.3 ms [2021-05-05 03:48:28 main:581] : INFO : Epoch 2031 | loss: 0.0311489 | val_loss: 0.0311672 | Time: 1947.39 ms [2021-05-05 03:48:29 main:581] : INFO : Epoch 2032 | loss: 0.0311475 | val_loss: 0.0311711 | Time: 1942.22 ms [2021-05-05 03:48:31 main:581] : INFO : Epoch 2033 | loss: 0.0311483 | val_loss: 0.0311737 | Time: 1998.37 ms [2021-05-05 03:48:33 main:581] : INFO : Epoch 2034 | loss: 0.0311478 | val_loss: 0.0311686 | Time: 1955.94 ms [2021-05-05 03:48:35 main:581] : INFO : Epoch 2035 | loss: 0.0311466 | val_loss: 0.0311691 | Time: 1922.78 ms [2021-05-05 03:48:37 main:581] : INFO : Epoch 2036 | loss: 0.0311504 | val_loss: 0.0311699 | Time: 1940.12 ms [2021-05-05 03:48:39 main:581] : INFO : Epoch 2037 | loss: 0.0311488 | val_loss: 0.0311702 | Time: 1971.51 ms [2021-05-05 03:48:41 main:581] : INFO : Epoch 2038 | loss: 0.03115 | val_loss: 0.031172 | Time: 1939.97 ms [2021-05-05 03:48:43 main:581] : INFO : Epoch 2039 | loss: 0.0311482 | val_loss: 0.0311724 | Time: 1951.45 ms [2021-05-05 03:48:45 main:581] : INFO : Epoch 2040 | loss: 0.0311487 | val_loss: 0.031172 | Time: 2003.61 ms [2021-05-05 03:48:47 main:581] : INFO : Epoch 2041 | loss: 0.0311595 | val_loss: 0.0311778 | Time: 1941.85 ms [2021-05-05 03:48:49 main:581] : INFO : Epoch 2042 | loss: 0.031166 | val_loss: 0.0311736 | Time: 1985.85 ms [2021-05-05 03:48:51 main:581] : INFO : Epoch 2043 | loss: 0.0311634 | val_loss: 0.0311715 | Time: 2009.33 ms [2021-05-05 03:48:53 main:581] : INFO : Epoch 2044 | loss: 0.0311603 | val_loss: 0.0311695 | Time: 1957.05 ms [2021-05-05 03:48:55 main:581] : INFO : Epoch 2045 | loss: 0.0311587 | val_loss: 0.0311716 | Time: 2271.8 ms [2021-05-05 03:48:57 main:581] : INFO : Epoch 2046 | loss: 0.0311575 | val_loss: 0.0311685 | Time: 2092.95 ms [2021-05-05 03:49:00 main:581] : INFO : Epoch 2047 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 2209.35 ms [2021-05-05 03:49:02 main:581] : INFO : Epoch 2048 | loss: 0.0311566 | val_loss: 0.0311678 | Time: 1930.52 ms [2021-05-05 03:49:02 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311678 [2021-05-05 03:49:02 main:610] : INFO : Saving end state to config to file [2021-05-05 03:49:02 main:615] : INFO : Success, exiting.. 03:49:02 (3573073): 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)