Task 5106781
| Name | ParityMachine-1619580716-742-0_0 |
| Workunit | 3064509 |
| Created | 28 Apr 2021, 3:31:59 UTC |
| Sent | 3 May 2021, 1:47:45 UTC |
| Report deadline | 11 May 2021, 1:47:45 UTC |
| Received | 3 May 2021, 9:54:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 7 min 41 sec |
| CPU time | 1 hours 7 min 36 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> O : Epoch 1538 | loss: 0.0309713 | val_loss: 0.0312957 | Time: 1936.56 ms [2021-05-03 05:37:12 main:581] : INFO : Epoch 1539 | loss: 0.0309738 | val_loss: 0.0312848 | Time: 2032.93 ms [2021-05-03 05:37:14 main:581] : INFO : Epoch 1540 | loss: 0.0309612 | val_loss: 0.0313139 | Time: 1967.48 ms [2021-05-03 05:37:16 main:581] : INFO : Epoch 1541 | loss: 0.0309547 | val_loss: 0.0312828 | Time: 2001.24 ms [2021-05-03 05:37:18 main:581] : INFO : Epoch 1542 | loss: 0.0309542 | val_loss: 0.0313157 | Time: 2013.85 ms [2021-05-03 05:37:20 main:581] : INFO : Epoch 1543 | loss: 0.0309525 | val_loss: 0.0313095 | Time: 2003.56 ms [2021-05-03 05:37:22 main:581] : INFO : Epoch 1544 | loss: 0.0309826 | val_loss: 0.031284 | Time: 2000.71 ms [2021-05-03 05:37:24 main:581] : INFO : Epoch 1545 | loss: 0.030974 | val_loss: 0.0313023 | Time: 1972.49 ms [2021-05-03 05:37:26 main:581] : INFO : Epoch 1546 | loss: 0.0309617 | val_loss: 0.0313309 | Time: 1999.55 ms [2021-05-03 05:37:28 main:581] : INFO : Epoch 1547 | loss: 0.030955 | val_loss: 0.0313068 | Time: 1941.81 ms [2021-05-03 05:37:30 main:581] : INFO : Epoch 1548 | loss: 0.030955 | val_loss: 0.0313273 | Time: 2006.4 ms [2021-05-03 05:37:32 main:581] : INFO : Epoch 1549 | loss: 0.030961 | val_loss: 0.031287 | Time: 1986.68 ms [2021-05-03 05:37:34 main:581] : INFO : Epoch 1550 | loss: 0.0309557 | val_loss: 0.0313061 | Time: 1876.96 ms [2021-05-03 05:37:36 main:581] : INFO : Epoch 1551 | loss: 0.0309494 | val_loss: 0.0313131 | Time: 1969.06 ms [2021-05-03 05:37:38 main:581] : INFO : Epoch 1552 | loss: 0.0309462 | val_loss: 0.0313076 | Time: 2040.61 ms [2021-05-03 05:37:40 main:581] : INFO : Epoch 1553 | loss: 0.0309551 | val_loss: 0.0312938 | Time: 1892.57 ms [2021-05-03 05:37:42 main:581] : INFO : Epoch 1554 | loss: 0.0309518 | val_loss: 0.0313199 | Time: 2032.83 ms [2021-05-03 05:37:44 main:581] : INFO : Epoch 1555 | loss: 0.0309502 | val_loss: 0.0313285 | Time: 1980.27 ms [2021-05-03 05:37:46 main:581] : INFO : Epoch 1556 | loss: 0.0309521 | val_loss: 0.0313041 | Time: 1958.83 ms [2021-05-03 05:37:48 main:581] : INFO : Epoch 1557 | loss: 0.0309559 | val_loss: 0.0313123 | Time: 1955.45 ms [2021-05-03 05:37:50 main:581] : INFO : Epoch 1558 | loss: 0.0309554 | val_loss: 0.03129 | Time: 1981 ms [2021-05-03 05:37:52 main:581] : INFO : Epoch 1559 | loss: 0.0309936 | val_loss: 0.0312234 | Time: 2034.43 ms [2021-05-03 05:37:54 main:581] : INFO : Epoch 1560 | loss: 0.031025 | val_loss: 0.0312661 | Time: 2006.26 ms [2021-05-03 05:37:56 main:581] : INFO : Epoch 1561 | loss: 0.030988 | val_loss: 0.0313083 | Time: 1928.35 ms [2021-05-03 05:37:58 main:581] : INFO : Epoch 1562 | loss: 0.0309671 | val_loss: 0.0313127 | Time: 1968.48 ms [2021-05-03 05:38:00 main:581] : INFO : Epoch 1563 | loss: 0.0309664 | val_loss: 0.0313355 | Time: 1979.5 ms [2021-05-03 05:38:02 main:581] : INFO : Epoch 1564 | loss: 0.0309551 | val_loss: 0.0313079 | Time: 1944.08 ms [2021-05-03 05:38:04 main:581] : INFO : Epoch 1565 | loss: 0.0309593 | val_loss: 0.0313049 | Time: 2010.96 ms [2021-05-03 05:38:06 main:581] : INFO : Epoch 1566 | loss: 0.0309512 | val_loss: 0.0313127 | Time: 1969.08 ms [2021-05-03 05:38:08 main:581] : INFO : Epoch 1567 | loss: 0.0309562 | val_loss: 0.0313005 | Time: 2040.91 ms [2021-05-03 05:38:10 main:581] : INFO : Epoch 1568 | loss: 0.0309543 | val_loss: 0.0313241 | Time: 1946.26 ms [2021-05-03 05:38:12 main:581] : INFO : Epoch 1569 | loss: 0.0309514 | val_loss: 0.0313043 | Time: 2017.68 ms [2021-05-03 05:38:14 main:581] : INFO : Epoch 1570 | loss: 0.0309732 | val_loss: 0.0312861 | Time: 2005.37 ms [2021-05-03 05:38:16 main:581] : INFO : Epoch 1571 | loss: 0.0309663 | val_loss: 0.0313283 | Time: 2015.69 ms [2021-05-03 05:38:18 main:581] : INFO : Epoch 1572 | loss: 0.0309591 | val_loss: 0.0313093 | Time: 1987.43 ms [2021-05-03 05:38:20 main:581] : INFO : Epoch 1573 | loss: 0.0309676 | val_loss: 0.0313171 | Time: 2008.01 ms [2021-05-03 05:38:22 main:581] : INFO : Epoch 1574 | loss: 0.0309602 | val_loss: 0.0312748 | Time: 1995.19 ms [2021-05-03 05:38:24 main:581] : INFO : Epoch 1575 | loss: 0.0309978 | val_loss: 0.0312746 | Time: 2007.31 ms [2021-05-03 05:38:26 main:581] : INFO : Epoch 1576 | loss: 0.030991 | val_loss: 0.0312754 | Time: 1976.84 ms [2021-05-03 05:38:28 main:581] : INFO : Epoch 1577 | loss: 0.0309638 | val_loss: 0.0313096 | Time: 2005.92 ms [2021-05-03 05:38:30 main:581] : INFO : Epoch 1578 | loss: 0.0309596 | val_loss: 0.0312938 | Time: 2020.27 ms [2021-05-03 05:38:32 main:581] : INFO : Epoch 1579 | loss: 0.0309473 | val_loss: 0.0313006 | Time: 2006.89 ms [2021-05-03 05:38:34 main:581] : INFO : Epoch 1580 | loss: 0.0309594 | val_loss: 0.0313309 | Time: 1985.17 ms [2021-05-03 05:38:36 main:581] : INFO : Epoch 1581 | loss: 0.0309553 | val_loss: 0.0312921 | Time: 1958.18 ms [2021-05-03 05:38:38 main:581] : INFO : Epoch 1582 | loss: 0.030967 | val_loss: 0.0313511 | Time: 1988.28 ms [2021-05-03 05:38:40 main:581] : INFO : Epoch 1583 | loss: 0.0310114 | val_loss: 0.0312948 | Time: 1951.82 ms [2021-05-03 05:38:42 main:581] : INFO : Epoch 1584 | loss: 0.0309769 | val_loss: 0.0312728 | Time: 1939.13 ms [2021-05-03 05:38:44 main:581] : INFO : Epoch 1585 | loss: 0.030965 | val_loss: 0.0313023 | Time: 1988.01 ms [2021-05-03 05:38:45 main:581] : INFO : Epoch 1586 | loss: 0.0309575 | val_loss: 0.0312971 | Time: 1931.99 ms [2021-05-03 05:38:47 main:581] : INFO : Epoch 1587 | loss: 0.0309531 | val_loss: 0.0313122 | Time: 1975.09 ms [2021-05-03 05:38:49 main:581] : INFO : Epoch 1588 | loss: 0.030957 | val_loss: 0.0312868 | Time: 1963.12 ms [2021-05-03 05:38:51 main:581] : INFO : Epoch 1589 | loss: 0.0309699 | val_loss: 0.031308 | Time: 2002.56 ms [2021-05-03 05:38:53 main:581] : INFO : Epoch 1590 | loss: 0.0309663 | val_loss: 0.0312839 | Time: 2014.77 ms [2021-05-03 05:38:55 main:581] : INFO : Epoch 1591 | loss: 0.0309493 | val_loss: 0.031297 | Time: 2032.69 ms [2021-05-03 05:38:57 main:581] : INFO : Epoch 1592 | loss: 0.0309558 | val_loss: 0.0313071 | Time: 1997.02 ms [2021-05-03 05:38:59 main:581] : INFO : Epoch 1593 | loss: 0.0309525 | val_loss: 0.0313011 | Time: 1977.18 ms [2021-05-03 05:39:01 main:581] : INFO : Epoch 1594 | loss: 0.0309562 | val_loss: 0.0312929 | Time: 1998.98 ms [2021-05-03 05:39:03 main:581] : INFO : Epoch 1595 | loss: 0.0309647 | val_loss: 0.0312778 | Time: 2016.77 ms [2021-05-03 05:39:05 main:581] : INFO : Epoch 1596 | loss: 0.0309618 | val_loss: 0.0312871 | Time: 1963.82 ms [2021-05-03 05:39:07 main:581] : INFO : Epoch 1597 | loss: 0.0309666 | val_loss: 0.031261 | Time: 1960.39 ms [2021-05-03 05:39:09 main:581] : INFO : Epoch 1598 | loss: 0.0309669 | val_loss: 0.0312853 | Time: 1948.24 ms [2021-05-03 05:39:11 main:581] : INFO : Epoch 1599 | loss: 0.0309698 | val_loss: 0.0312964 | Time: 1921.24 ms [2021-05-03 05:39:13 main:581] : INFO : Epoch 1600 | loss: 0.0309611 | val_loss: 0.0312873 | Time: 1953.91 ms [2021-05-03 05:39:15 main:581] : INFO : Epoch 1601 | loss: 0.0309578 | val_loss: 0.0312964 | Time: 1997.01 ms [2021-05-03 05:39:17 main:581] : INFO : Epoch 1602 | loss: 0.0309485 | val_loss: 0.0313211 | Time: 2006.37 ms [2021-05-03 05:39:19 main:581] : INFO : Epoch 1603 | loss: 0.0309767 | val_loss: 0.0313107 | Time: 2026.52 ms [2021-05-03 05:39:21 main:581] : INFO : Epoch 1604 | loss: 0.0309733 | val_loss: 0.0313287 | Time: 2019.96 ms [2021-05-03 05:39:23 main:581] : INFO : Epoch 1605 | loss: 0.0309726 | val_loss: 0.0313305 | Time: 1974.56 ms [2021-05-03 05:39:25 main:581] : INFO : Epoch 1606 | loss: 0.0309607 | val_loss: 0.0312889 | Time: 1999.48 ms [2021-05-03 05:39:27 main:581] : INFO : Epoch 1607 | loss: 0.03096 | val_loss: 0.031305 | Time: 1945.58 ms [2021-05-03 05:39:29 main:581] : INFO : Epoch 1608 | loss: 0.0309563 | val_loss: 0.0313024 | Time: 1946.87 ms [2021-05-03 05:39:31 main:581] : INFO : Epoch 1609 | loss: 0.0309623 | val_loss: 0.0312951 | Time: 1986.56 ms [2021-05-03 05:39:33 main:581] : INFO : Epoch 1610 | loss: 0.0309531 | val_loss: 0.0313229 | Time: 2000.64 ms [2021-05-03 05:39:35 main:581] : INFO : Epoch 1611 | loss: 0.0309536 | val_loss: 0.0313012 | Time: 1933.95 ms [2021-05-03 05:39:37 main:581] : INFO : Epoch 1612 | loss: 0.0309591 | val_loss: 0.0312895 | Time: 1975.39 ms [2021-05-03 05:39:39 main:581] : INFO : Epoch 1613 | loss: 0.030964 | val_loss: 0.0313031 | Time: 1968.66 ms [2021-05-03 05:39:41 main:581] : INFO : Epoch 1614 | loss: 0.0309585 | val_loss: 0.0313064 | Time: 1964.35 ms [2021-05-03 05:39:43 main:581] : INFO : Epoch 1615 | loss: 0.0309565 | val_loss: 0.0312786 | Time: 2016.97 ms [2021-05-03 05:39:45 main:581] : INFO : Epoch 1616 | loss: 0.0309635 | val_loss: 0.0312881 | Time: 2040.11 ms [2021-05-03 05:39:47 main:581] : INFO : Epoch 1617 | loss: 0.0309676 | val_loss: 0.0313093 | Time: 2004.49 ms [2021-05-03 05:39:49 main:581] : INFO : Epoch 1618 | loss: 0.0309606 | val_loss: 0.0313027 | Time: 2005.26 ms [2021-05-03 05:39:51 main:581] : INFO : Epoch 1619 | loss: 0.0309605 | val_loss: 0.0312984 | Time: 1965.45 ms [2021-05-03 05:39:53 main:581] : INFO : Epoch 1620 | loss: 0.0309575 | val_loss: 0.0313152 | Time: 1939 ms [2021-05-03 05:39:55 main:581] : INFO : Epoch 1621 | loss: 0.0309624 | val_loss: 0.0312978 | Time: 1991.37 ms [2021-05-03 05:39:57 main:581] : INFO : Epoch 1622 | loss: 0.0309649 | val_loss: 0.0313234 | Time: 1991.76 ms [2021-05-03 05:39:59 main:581] : INFO : Epoch 1623 | loss: 0.030959 | val_loss: 0.0312856 | Time: 1935.16 ms [2021-05-03 05:40:01 main:581] : INFO : Epoch 1624 | loss: 0.0309501 | val_loss: 0.0313203 | Time: 1973.75 ms [2021-05-03 05:40:03 main:581] : INFO : Epoch 1625 | loss: 0.0309511 | val_loss: 0.0312765 | Time: 2017.95 ms [2021-05-03 05:40:05 main:581] : INFO : Epoch 1626 | loss: 0.0309589 | val_loss: 0.0312805 | Time: 1965.92 ms [2021-05-03 05:40:07 main:581] : INFO : Epoch 1627 | loss: 0.0309603 | val_loss: 0.0313042 | Time: 1960 ms [2021-05-03 05:40:09 main:581] : INFO : Epoch 1628 | loss: 0.0309558 | val_loss: 0.0313301 | Time: 2001.47 ms [2021-05-03 05:40:11 main:581] : INFO : Epoch 1629 | loss: 0.0309473 | val_loss: 0.0313074 | Time: 2016.34 ms [2021-05-03 05:40:13 main:581] : INFO : Epoch 1630 | loss: 0.0309524 | val_loss: 0.0313067 | Time: 1957.6 ms [2021-05-03 05:40:15 main:581] : INFO : Epoch 1631 | loss: 0.0309662 | val_loss: 0.031265 | Time: 1972.89 ms [2021-05-03 05:40:17 main:581] : INFO : Epoch 1632 | loss: 0.0309886 | val_loss: 0.031256 | Time: 1928.99 ms [2021-05-03 05:40:19 main:581] : INFO : Epoch 1633 | loss: 0.0309832 | val_loss: 0.0312705 | Time: 1954.84 ms [2021-05-03 05:40:21 main:581] : INFO : Epoch 1634 | loss: 0.0309678 | val_loss: 0.031306 | Time: 2012.1 ms [2021-05-03 05:40:23 main:581] : INFO : Epoch 1635 | loss: 0.0309652 | val_loss: 0.0312728 | Time: 2001.29 ms [2021-05-03 05:40:25 main:581] : INFO : Epoch 1636 | loss: 0.0309732 | val_loss: 0.0313249 | Time: 2012.28 ms [2021-05-03 05:40:27 main:581] : INFO : Epoch 1637 | loss: 0.0309691 | val_loss: 0.0312946 | Time: 1987.4 ms [2021-05-03 05:40:29 main:581] : INFO : Epoch 1638 | loss: 0.0309659 | val_loss: 0.0313069 | Time: 2013.95 ms [2021-05-03 05:40:31 main:581] : INFO : Epoch 1639 | loss: 0.0309566 | val_loss: 0.0313004 | Time: 1974.22 ms [2021-05-03 05:40:33 main:581] : INFO : Epoch 1640 | loss: 0.0309599 | val_loss: 0.0313146 | Time: 1995.79 ms [2021-05-03 05:40:35 main:581] : INFO : Epoch 1641 | loss: 0.0309508 | val_loss: 0.0313307 | Time: 1907.01 ms [2021-05-03 05:40:36 main:581] : INFO : Epoch 1642 | loss: 0.030951 | val_loss: 0.0312985 | Time: 1953.54 ms [2021-05-03 05:40:38 main:581] : INFO : Epoch 1643 | loss: 0.0309485 | val_loss: 0.0313255 | Time: 1980.63 ms [2021-05-03 05:40:40 main:581] : INFO : Epoch 1644 | loss: 0.0309515 | val_loss: 0.0313122 | Time: 2031.06 ms [2021-05-03 05:40:42 main:581] : INFO : Epoch 1645 | loss: 0.0309536 | val_loss: 0.0313283 | Time: 1984.01 ms [2021-05-03 05:40:44 main:581] : INFO : Epoch 1646 | loss: 0.0309572 | val_loss: 0.0313065 | Time: 2005.67 ms [2021-05-03 05:40:46 main:581] : INFO : Epoch 1647 | loss: 0.0309504 | val_loss: 0.0313162 | Time: 1994.36 ms [2021-05-03 05:40:48 main:581] : INFO : Epoch 1648 | loss: 0.0309535 | val_loss: 0.0312991 | Time: 1917.3 ms [2021-05-03 05:40:50 main:581] : INFO : Epoch 1649 | loss: 0.0309538 | val_loss: 0.0313109 | Time: 1966.44 ms [2021-05-03 05:40:52 main:581] : INFO : Epoch 1650 | loss: 0.0309541 | val_loss: 0.0313146 | Time: 1974.34 ms [2021-05-03 05:40:54 main:581] : INFO : Epoch 1651 | loss: 0.0309595 | val_loss: 0.0312838 | Time: 1948.79 ms [2021-05-03 05:40:56 main:581] : INFO : Epoch 1652 | loss: 0.0309607 | val_loss: 0.0312782 | Time: 2003.56 ms [2021-05-03 05:40:58 main:581] : INFO : Epoch 1653 | loss: 0.0309618 | val_loss: 0.0312956 | Time: 1892.36 ms [2021-05-03 05:41:00 main:581] : INFO : Epoch 1654 | loss: 0.030956 | val_loss: 0.0313062 | Time: 1939.48 ms [2021-05-03 05:41:02 main:581] : INFO : Epoch 1655 | loss: 0.0309491 | val_loss: 0.0312839 | Time: 1956.1 ms [2021-05-03 05:41:04 main:581] : INFO : Epoch 1656 | loss: 0.0309532 | val_loss: 0.0313271 | Time: 2003.68 ms [2021-05-03 05:41:06 main:581] : INFO : Epoch 1657 | loss: 0.0309515 | val_loss: 0.031325 | Time: 1985.68 ms [2021-05-03 05:41:08 main:581] : INFO : Epoch 1658 | loss: 0.0309631 | val_loss: 0.0313174 | Time: 2049.31 ms [2021-05-03 05:41:10 main:581] : INFO : Epoch 1659 | loss: 0.0309712 | val_loss: 0.0312854 | Time: 1984.64 ms [2021-05-03 05:41:12 main:581] : INFO : Epoch 1660 | loss: 0.0309631 | val_loss: 0.0312887 | Time: 1967.25 ms [2021-05-03 05:41:14 main:581] : INFO : Epoch 1661 | loss: 0.030956 | val_loss: 0.031271 | Time: 1908.66 ms [2021-05-03 05:41:16 main:581] : INFO : Epoch 1662 | loss: 0.0309858 | val_loss: 0.0313169 | Time: 2007.44 ms [2021-05-03 05:41:18 main:581] : INFO : Epoch 1663 | loss: 0.0309686 | val_loss: 0.0312819 | Time: 1956.52 ms [2021-05-03 05:41:20 main:581] : INFO : Epoch 1664 | loss: 0.0309606 | val_loss: 0.0313371 | Time: 2050.2 ms [2021-05-03 05:41:22 main:581] : INFO : Epoch 1665 | loss: 0.0309575 | val_loss: 0.0313074 | Time: 2006.54 ms [2021-05-03 05:41:24 main:581] : INFO : Epoch 1666 | loss: 0.0309549 | val_loss: 0.0313177 | Time: 2003.76 ms [2021-05-03 05:41:26 main:581] : INFO : Epoch 1667 | loss: 0.0309538 | val_loss: 0.0313189 | Time: 2018.05 ms [2021-05-03 05:41:28 main:581] : INFO : Epoch 1668 | loss: 0.0309545 | val_loss: 0.0312861 | Time: 2029.61 ms [2021-05-03 05:41:30 main:581] : INFO : Epoch 1669 | loss: 0.0309504 | val_loss: 0.0313172 | Time: 2024.73 ms [2021-05-03 05:41:32 main:581] : INFO : Epoch 1670 | loss: 0.030952 | val_loss: 0.0312756 | Time: 2032.81 ms [2021-05-03 05:41:34 main:581] : INFO : Epoch 1671 | loss: 0.0309592 | val_loss: 0.0313093 | Time: 2053.96 ms [2021-05-03 05:41:36 main:581] : INFO : Epoch 1672 | loss: 0.0309529 | val_loss: 0.0313088 | Time: 2009.04 ms [2021-05-03 05:41:38 main:581] : INFO : Epoch 1673 | loss: 0.0309564 | val_loss: 0.0312942 | Time: 2035.48 ms [2021-05-03 05:41:40 main:581] : INFO : Epoch 1674 | loss: 0.0309514 | val_loss: 0.0313043 | Time: 1971.63 ms [2021-05-03 05:41:42 main:581] : INFO : Epoch 1675 | loss: 0.0309574 | val_loss: 0.0312834 | Time: 1954.21 ms [2021-05-03 05:41:44 main:581] : INFO : Epoch 1676 | loss: 0.0309611 | val_loss: 0.0312893 | Time: 2026.89 ms [2021-05-03 05:41:46 main:581] : INFO : Epoch 1677 | loss: 0.030957 | val_loss: 0.0313006 | Time: 2010.76 ms [2021-05-03 05:41:48 main:581] : INFO : Epoch 1678 | loss: 0.0309685 | val_loss: 0.0313223 | Time: 2023.98 ms [2021-05-03 05:41:50 main:581] : INFO : Epoch 1679 | loss: 0.0309639 | val_loss: 0.0313073 | Time: 1986.9 ms [2021-05-03 05:41:52 main:581] : INFO : Epoch 1680 | loss: 0.0309542 | val_loss: 0.0313245 | Time: 2010.96 ms [2021-05-03 05:41:54 main:581] : INFO : Epoch 1681 | loss: 0.0309648 | val_loss: 0.0312993 | Time: 2016.93 ms [2021-05-03 05:41:56 main:581] : INFO : Epoch 1682 | loss: 0.0309622 | val_loss: 0.0313177 | Time: 2042.89 ms [2021-05-03 05:41:58 main:581] : INFO : Epoch 1683 | loss: 0.0309641 | val_loss: 0.0312929 | Time: 1947.67 ms [2021-05-03 05:42:00 main:581] : INFO : Epoch 1684 | loss: 0.0309562 | val_loss: 0.0312931 | Time: 2020.89 ms [2021-05-03 05:42:02 main:581] : INFO : Epoch 1685 | loss: 0.0309516 | val_loss: 0.0313273 | Time: 2064.85 ms [2021-05-03 05:42:04 main:581] : INFO : Epoch 1686 | loss: 0.0309677 | val_loss: 0.0313008 | Time: 2018.49 ms [2021-05-03 05:42:06 main:581] : INFO : Epoch 1687 | loss: 0.0309621 | val_loss: 0.0313185 | Time: 2013.3 ms [2021-05-03 05:42:08 main:581] : INFO : Epoch 1688 | loss: 0.030958 | val_loss: 0.0313167 | Time: 2026.42 ms [2021-05-03 05:42:10 main:581] : INFO : Epoch 1689 | loss: 0.0309543 | val_loss: 0.031273 | Time: 1994.14 ms [2021-05-03 05:42:12 main:581] : INFO : Epoch 1690 | loss: 0.0309662 | val_loss: 0.0312917 | Time: 2040.33 ms [2021-05-03 05:42:14 main:581] : INFO : Epoch 1691 | loss: 0.0309701 | val_loss: 0.0313415 | Time: 2005.16 ms [2021-05-03 05:42:16 main:581] : INFO : Epoch 1692 | loss: 0.0309674 | val_loss: 0.0313207 | Time: 2012.1 ms [2021-05-03 05:42:18 main:581] : INFO : Epoch 1693 | loss: 0.0309602 | val_loss: 0.0312808 | Time: 2015.38 ms [2021-05-03 05:42:20 main:581] : INFO : Epoch 1694 | loss: 0.0309536 | val_loss: 0.0313089 | Time: 2019.1 ms [2021-05-03 05:42:22 main:581] : INFO : Epoch 1695 | loss: 0.0309567 | val_loss: 0.0313282 | Time: 1989.93 ms [2021-05-03 05:42:24 main:581] : INFO : Epoch 1696 | loss: 0.0309617 | val_loss: 0.0312937 | Time: 1915.88 ms [2021-05-03 05:42:26 main:581] : INFO : Epoch 1697 | loss: 0.0309477 | val_loss: 0.0313104 | Time: 1974.16 ms [2021-05-03 05:42:28 main:581] : INFO : Epoch 1698 | loss: 0.0309546 | val_loss: 0.0313128 | Time: 2010.85 ms [2021-05-03 05:42:30 main:581] : INFO : Epoch 1699 | loss: 0.0309509 | val_loss: 0.0313072 | Time: 2007.02 ms [2021-05-03 05:42:32 main:581] : INFO : Epoch 1700 | loss: 0.0309628 | val_loss: 0.0313021 | Time: 2002.18 ms [2021-05-03 05:42:34 main:581] : INFO : Epoch 1701 | loss: 0.0309671 | val_loss: 0.0313062 | Time: 2021.95 ms [2021-05-03 05:42:36 main:581] : INFO : Epoch 1702 | loss: 0.0309556 | val_loss: 0.0313355 | Time: 2019.57 ms [2021-05-03 05:42:38 main:581] : INFO : Epoch 1703 | loss: 0.0309615 | val_loss: 0.0313147 | Time: 2010.11 ms [2021-05-03 05:42:40 main:581] : INFO : Epoch 1704 | loss: 0.0309495 | val_loss: 0.0313059 | Time: 2006.23 ms [2021-05-03 05:42:42 main:581] : INFO : Epoch 1705 | loss: 0.0309476 | val_loss: 0.0313429 | Time: 2019.94 ms [2021-05-03 05:42:44 main:581] : INFO : Epoch 1706 | loss: 0.030959 | val_loss: 0.0313106 | Time: 2023.56 ms [2021-05-03 05:42:46 main:581] : INFO : Epoch 1707 | loss: 0.0309636 | val_loss: 0.0312986 | Time: 2031.34 ms [2021-05-03 05:42:48 main:581] : INFO : Epoch 1708 | loss: 0.0309593 | val_loss: 0.0312875 | Time: 1998.22 ms [2021-05-03 05:42:50 main:581] : INFO : Epoch 1709 | loss: 0.0309636 | val_loss: 0.0312891 | Time: 2008 ms [2021-05-03 05:42:52 main:581] : INFO : Epoch 1710 | loss: 0.0309605 | val_loss: 0.031318 | Time: 1993.67 ms [2021-05-03 05:42:54 main:581] : INFO : Epoch 1711 | loss: 0.0309614 | val_loss: 0.0313148 | Time: 1981.17 ms [2021-05-03 05:42:56 main:581] : INFO : Epoch 1712 | loss: 0.0309576 | val_loss: 0.0313129 | Time: 1969.49 ms [2021-05-03 05:42:58 main:581] : INFO : Epoch 1713 | loss: 0.0309554 | val_loss: 0.0313128 | Time: 2025.94 ms [2021-05-03 05:43:00 main:581] : INFO : Epoch 1714 | loss: 0.0309531 | val_loss: 0.0313192 | Time: 1986.52 ms [2021-05-03 05:43:02 main:581] : INFO : Epoch 1715 | loss: 0.0309472 | val_loss: 0.0312942 | Time: 1996.97 ms [2021-05-03 05:43:04 main:581] : INFO : Epoch 1716 | loss: 0.0309633 | val_loss: 0.0312818 | Time: 2008.68 ms [2021-05-03 05:43:06 main:581] : INFO : Epoch 1717 | loss: 0.0309572 | val_loss: 0.0313134 | Time: 2023.38 ms [2021-05-03 05:43:08 main:581] : INFO : Epoch 1718 | loss: 0.0309583 | val_loss: 0.0313127 | Time: 2001.55 ms [2021-05-03 05:43:10 main:581] : INFO : Epoch 1719 | loss: 0.0309633 | val_loss: 0.03132 | Time: 1997.33 ms [2021-05-03 05:43:12 main:581] : INFO : Epoch 1720 | loss: 0.0309602 | val_loss: 0.031312 | Time: 1951.88 ms [2021-05-03 05:43:14 main:581] : INFO : Epoch 1721 | loss: 0.03096 | val_loss: 0.0312935 | Time: 1946.59 ms [2021-05-03 05:43:16 main:581] : INFO : Epoch 1722 | loss: 0.0309605 | val_loss: 0.0313184 | Time: 2005.25 ms [2021-05-03 05:43:18 main:581] : INFO : Epoch 1723 | loss: 0.0309493 | val_loss: 0.0312934 | Time: 1964.39 ms [2021-05-03 05:43:20 main:581] : INFO : Epoch 1724 | loss: 0.0309523 | val_loss: 0.0313001 | Time: 2003.46 ms [2021-05-03 05:43:22 main:581] : INFO : Epoch 1725 | loss: 0.0309529 | val_loss: 0.0313229 | Time: 2026.83 ms [2021-05-03 05:43:24 main:581] : INFO : Epoch 1726 | loss: 0.0309589 | val_loss: 0.0312818 | Time: 1999.34 ms [2021-05-03 05:43:26 main:581] : INFO : Epoch 1727 | loss: 0.0309536 | val_loss: 0.0312878 | Time: 1963.89 ms [2021-05-03 05:43:28 main:581] : INFO : Epoch 1728 | loss: 0.0309539 | val_loss: 0.0313183 | Time: 2022.37 ms [2021-05-03 05:43:30 main:581] : INFO : Epoch 1729 | loss: 0.030956 | val_loss: 0.0313277 | Time: 1991.66 ms [2021-05-03 05:43:32 main:581] : INFO : Epoch 1730 | loss: 0.0309585 | val_loss: 0.0313166 | Time: 2015.72 ms [2021-05-03 05:43:34 main:581] : INFO : Epoch 1731 | loss: 0.0309502 | val_loss: 0.0312926 | Time: 1957.49 ms [2021-05-03 05:43:36 main:581] : INFO : Epoch 1732 | loss: 0.0309653 | val_loss: 0.0312928 | Time: 2013.49 ms [2021-05-03 05:43:38 main:581] : INFO : Epoch 1733 | loss: 0.0309913 | val_loss: 0.0312505 | Time: 1958.73 ms [2021-05-03 05:43:40 main:581] : INFO : Epoch 1734 | loss: 0.0309837 | val_loss: 0.0312711 | Time: 1962.16 ms [2021-05-03 05:43:42 main:581] : INFO : Epoch 1735 | loss: 0.0309591 | val_loss: 0.0313181 | Time: 1996.83 ms [2021-05-03 05:43:44 main:581] : INFO : Epoch 1736 | loss: 0.0309599 | val_loss: 0.0312831 | Time: 1942.31 ms [2021-05-03 05:43:46 main:581] : INFO : Epoch 1737 | loss: 0.0309542 | val_loss: 0.0313117 | Time: 1945.35 ms [2021-05-03 05:43:48 main:581] : INFO : Epoch 1738 | loss: 0.0309661 | val_loss: 0.0312974 | Time: 2023.22 ms [2021-05-03 05:43:50 main:581] : INFO : Epoch 1739 | loss: 0.0309537 | val_loss: 0.0313266 | Time: 1985.61 ms [2021-05-03 05:43:52 main:581] : INFO : Epoch 1740 | loss: 0.0309604 | val_loss: 0.0312885 | Time: 2023.92 ms [2021-05-03 05:43:54 main:581] : INFO : Epoch 1741 | loss: 0.0309643 | val_loss: 0.0312724 | Time: 2008.1 ms [2021-05-03 05:43:56 main:581] : INFO : Epoch 1742 | loss: 0.0309592 | val_loss: 0.0313052 | Time: 1992.48 ms [2021-05-03 05:43:58 main:581] : INFO : Epoch 1743 | loss: 0.0309547 | val_loss: 0.0313356 | Time: 1951.26 ms [2021-05-03 05:44:00 main:581] : INFO : Epoch 1744 | loss: 0.0309504 | val_loss: 0.031301 | Time: 1975.37 ms [2021-05-03 05:44:02 main:581] : INFO : Epoch 1745 | loss: 0.0309501 | val_loss: 0.0313241 | Time: 2022.45 ms [2021-05-03 05:44:04 main:581] : INFO : Epoch 1746 | loss: 0.0309538 | val_loss: 0.0313012 | Time: 2011.85 ms [2021-05-03 05:44:06 main:581] : INFO : Epoch 1747 | loss: 0.0309516 | val_loss: 0.0313217 | Time: 1988.41 ms [2021-05-03 05:44:08 main:581] : INFO : Epoch 1748 | loss: 0.0309538 | val_loss: 0.0312955 | Time: 1888.51 ms [2021-05-03 05:44:10 main:581] : INFO : Epoch 1749 | loss: 0.0309632 | val_loss: 0.0312866 | Time: 1948.69 ms [2021-05-03 05:44:12 main:581] : INFO : Epoch 1750 | loss: 0.0309677 | val_loss: 0.0312975 | Time: 1957.68 ms [2021-05-03 05:44:14 main:581] : INFO : Epoch 1751 | loss: 0.0309529 | val_loss: 0.0313148 | Time: 2005.07 ms [2021-05-03 05:44:16 main:581] : INFO : Epoch 1752 | loss: 0.030962 | val_loss: 0.0312805 | Time: 1968.26 ms [2021-05-03 05:44:18 main:581] : INFO : Epoch 1753 | loss: 0.0309612 | val_loss: 0.0313119 | Time: 2032.12 ms [2021-05-03 05:44:20 main:581] : INFO : Epoch 1754 | loss: 0.0309554 | val_loss: 0.0313317 | Time: 2017.55 ms [2021-05-03 05:44:22 main:581] : INFO : Epoch 1755 | loss: 0.0309514 | val_loss: 0.0313109 | Time: 1992.7 ms [2021-05-03 05:44:24 main:581] : INFO : Epoch 1756 | loss: 0.0309527 | val_loss: 0.0313037 | Time: 2018.58 ms [2021-05-03 05:44:26 main:581] : INFO : Epoch 1757 | loss: 0.0309576 | val_loss: 0.0313125 | Time: 1970.93 ms [2021-05-03 05:44:28 main:581] : INFO : Epoch 1758 | loss: 0.0309492 | val_loss: 0.0313076 | Time: 1980.91 ms [2021-05-03 05:44:30 main:581] : INFO : Epoch 1759 | loss: 0.0309525 | val_loss: 0.031289 | Time: 1952.38 ms [2021-05-03 05:44:32 main:581] : INFO : Epoch 1760 | loss: 0.0309659 | val_loss: 0.0312915 | Time: 2007.67 ms [2021-05-03 05:44:34 main:581] : INFO : Epoch 1761 | loss: 0.0309571 | val_loss: 0.0312949 | Time: 2054.27 ms [2021-05-03 05:44:36 main:581] : INFO : Epoch 1762 | loss: 0.0309554 | val_loss: 0.0313122 | Time: 1959.94 ms [2021-05-03 05:44:38 main:581] : INFO : Epoch 1763 | loss: 0.0309517 | val_loss: 0.0313209 | Time: 1960.66 ms [2021-05-03 05:44:40 main:581] : INFO : Epoch 1764 | loss: 0.0309666 | val_loss: 0.0313113 | Time: 1977.73 ms [2021-05-03 05:44:42 main:581] : INFO : Epoch 1765 | loss: 0.0309556 | val_loss: 0.0313123 | Time: 1987.64 ms [2021-05-03 05:44:44 main:581] : INFO : Epoch 1766 | loss: 0.0309603 | val_loss: 0.0312859 | Time: 2011.97 ms [2021-05-03 05:44:46 main:581] : INFO : Epoch 1767 | loss: 0.0309538 | val_loss: 0.0312996 | Time: 2006.93 ms [2021-05-03 05:44:48 main:581] : INFO : Epoch 1768 | loss: 0.0309567 | val_loss: 0.0313104 | Time: 1993.57 ms [2021-05-03 05:44:50 main:581] : INFO : Epoch 1769 | loss: 0.0309538 | val_loss: 0.0313328 | Time: 2022.79 ms [2021-05-03 05:44:52 main:581] : INFO : Epoch 1770 | loss: 0.0309514 | val_loss: 0.0312986 | Time: 2027.12 ms [2021-05-03 05:44:54 main:581] : INFO : Epoch 1771 | loss: 0.0309558 | val_loss: 0.0312956 | Time: 2030.87 ms [2021-05-03 05:44:56 main:581] : INFO : Epoch 1772 | loss: 0.0309478 | val_loss: 0.0313111 | Time: 2010.11 ms [2021-05-03 05:44:58 main:581] : INFO : Epoch 1773 | loss: 0.0309483 | val_loss: 0.0313169 | Time: 1942.63 ms [2021-05-03 05:45:00 main:581] : INFO : Epoch 1774 | loss: 0.0309617 | val_loss: 0.0313239 | Time: 1990.02 ms [2021-05-03 05:45:02 main:581] : INFO : Epoch 1775 | loss: 0.0309601 | val_loss: 0.0312986 | Time: 1989.39 ms [2021-05-03 05:45:04 main:581] : INFO : Epoch 1776 | loss: 0.0309589 | val_loss: 0.0312645 | Time: 1949.05 ms [2021-05-03 05:45:06 main:581] : INFO : Epoch 1777 | loss: 0.0309639 | val_loss: 0.0313144 | Time: 1998.72 ms [2021-05-03 05:45:08 main:581] : INFO : Epoch 1778 | loss: 0.0309591 | val_loss: 0.0313133 | Time: 1988.43 ms [2021-05-03 05:45:10 main:581] : INFO : Epoch 1779 | loss: 0.030972 | val_loss: 0.0313061 | Time: 2007.39 ms [2021-05-03 05:45:12 main:581] : INFO : Epoch 1780 | loss: 0.0309593 | val_loss: 0.0312966 | Time: 2001.84 ms [2021-05-03 05:45:14 main:581] : INFO : Epoch 1781 | loss: 0.0309625 | val_loss: 0.0312917 | Time: 1993.53 ms [2021-05-03 05:45:16 main:581] : INFO : Epoch 1782 | loss: 0.0309572 | val_loss: 0.0313184 | Time: 1955.28 ms [2021-05-03 05:45:18 main:581] : INFO : Epoch 1783 | loss: 0.0309616 | val_loss: 0.0313253 | Time: 1927.49 ms [2021-05-03 05:45:19 main:581] : INFO : Epoch 1784 | loss: 0.0309601 | val_loss: 0.0312959 | Time: 1844.61 ms [2021-05-03 05:45:21 main:581] : INFO : Epoch 1785 | loss: 0.0309527 | val_loss: 0.0312851 | Time: 1935.85 ms [2021-05-03 05:45:23 main:581] : INFO : Epoch 1786 | loss: 0.0309627 | val_loss: 0.0312985 | Time: 1983.37 ms [2021-05-03 05:45:25 main:581] : INFO : Epoch 1787 | loss: 0.0309503 | val_loss: 0.0313092 | Time: 1989.69 ms [2021-05-03 05:45:27 main:581] : INFO : Epoch 1788 | loss: 0.0309469 | val_loss: 0.0313352 | Time: 1958.04 ms [2021-05-03 05:45:29 main:581] : INFO : Epoch 1789 | loss: 0.0309611 | val_loss: 0.031295 | Time: 1982.85 ms [2021-05-03 05:45:31 main:581] : INFO : Epoch 1790 | loss: 0.0309611 | val_loss: 0.0312974 | Time: 1939.37 ms [2021-05-03 05:45:33 main:581] : INFO : Epoch 1791 | loss: 0.0309523 | val_loss: 0.0313227 | Time: 1956.82 ms [2021-05-03 05:45:35 main:581] : INFO : Epoch 1792 | loss: 0.0309543 | val_loss: 0.0313043 | Time: 1973.83 ms [2021-05-03 05:45:37 main:581] : INFO : Epoch 1793 | loss: 0.0309523 | val_loss: 0.0313123 | Time: 1986.57 ms [2021-05-03 05:45:39 main:581] : INFO : Epoch 1794 | loss: 0.0309687 | val_loss: 0.0312944 | Time: 1954.15 ms [2021-05-03 05:45:41 main:581] : INFO : Epoch 1795 | loss: 0.0309549 | val_loss: 0.0313095 | Time: 1919.29 ms [2021-05-03 05:45:43 main:581] : INFO : Epoch 1796 | loss: 0.0309632 | val_loss: 0.0312806 | Time: 1947.48 ms [2021-05-03 05:45:45 main:581] : INFO : Epoch 1797 | loss: 0.0309605 | val_loss: 0.0313106 | Time: 1965.58 ms [2021-05-03 05:45:47 main:581] : INFO : Epoch 1798 | loss: 0.0309589 | val_loss: 0.0313146 | Time: 1991.32 ms [2021-05-03 05:45:49 main:581] : INFO : Epoch 1799 | loss: 0.0309584 | val_loss: 0.0313067 | Time: 1971.23 ms [2021-05-03 05:45:51 main:581] : INFO : Epoch 1800 | loss: 0.0309634 | val_loss: 0.0313194 | Time: 1963.07 ms [2021-05-03 05:45:53 main:581] : INFO : Epoch 1801 | loss: 0.0309668 | val_loss: 0.0313141 | Time: 2018.12 ms [2021-05-03 05:45:55 main:581] : INFO : Epoch 1802 | loss: 0.0309531 | val_loss: 0.0312957 | Time: 2022.02 ms [2021-05-03 05:45:57 main:581] : INFO : Epoch 1803 | loss: 0.0309595 | val_loss: 0.0312999 | Time: 1998.22 ms [2021-05-03 05:45:59 main:581] : INFO : Epoch 1804 | loss: 0.0309544 | val_loss: 0.0313123 | Time: 2027.78 ms [2021-05-03 05:46:01 main:581] : INFO : Epoch 1805 | loss: 0.0309516 | val_loss: 0.0313039 | Time: 2007.3 ms [2021-05-03 05:46:03 main:581] : INFO : Epoch 1806 | loss: 0.0309515 | val_loss: 0.0313162 | Time: 1982.03 ms [2021-05-03 05:46:05 main:581] : INFO : Epoch 1807 | loss: 0.0309593 | val_loss: 0.0312793 | Time: 1941.98 ms [2021-05-03 05:46:07 main:581] : INFO : Epoch 1808 | loss: 0.0309594 | val_loss: 0.0313154 | Time: 2017.03 ms [2021-05-03 05:46:09 main:581] : INFO : Epoch 1809 | loss: 0.0309505 | val_loss: 0.0313257 | Time: 1978.59 ms [2021-05-03 05:46:11 main:581] : INFO : Epoch 1810 | loss: 0.0309583 | val_loss: 0.0313259 | Time: 2023.63 ms [2021-05-03 05:46:13 main:581] : INFO : Epoch 1811 | loss: 0.0309624 | val_loss: 0.0312805 | Time: 1983.87 ms [2021-05-03 05:46:15 main:581] : INFO : Epoch 1812 | loss: 0.0309669 | val_loss: 0.0313116 | Time: 2016.25 ms [2021-05-03 05:46:17 main:581] : INFO : Epoch 1813 | loss: 0.0309696 | val_loss: 0.0313169 | Time: 1985.83 ms [2021-05-03 05:46:19 main:581] : INFO : Epoch 1814 | loss: 0.0309683 | val_loss: 0.0313 | Time: 2059.17 ms [2021-05-03 05:46:21 main:581] : INFO : Epoch 1815 | loss: 0.0309537 | val_loss: 0.0313002 | Time: 2056.69 ms [2021-05-03 05:46:23 main:581] : INFO : Epoch 1816 | loss: 0.0309512 | val_loss: 0.0312991 | Time: 2059.73 ms [2021-05-03 05:46:25 main:581] : INFO : Epoch 1817 | loss: 0.0309528 | val_loss: 0.0312922 | Time: 2033 ms [2021-05-03 05:46:27 main:581] : INFO : Epoch 1818 | loss: 0.0309471 | val_loss: 0.031318 | Time: 2023.93 ms [2021-05-03 05:46:29 main:581] : INFO : Epoch 1819 | loss: 0.0309489 | val_loss: 0.0312965 | Time: 1985.56 ms [2021-05-03 05:46:31 main:581] : INFO : Epoch 1820 | loss: 0.0309477 | val_loss: 0.0312937 | Time: 1954.35 ms [2021-05-03 05:46:33 main:581] : INFO : Epoch 1821 | loss: 0.0309539 | val_loss: 0.0313276 | Time: 1976.92 ms [2021-05-03 05:46:35 main:581] : INFO : Epoch 1822 | loss: 0.0309504 | val_loss: 0.0313124 | Time: 1965.76 ms [2021-05-03 05:46:37 main:581] : INFO : Epoch 1823 | loss: 0.030949 | val_loss: 0.0313328 | Time: 2010.88 ms [2021-05-03 05:46:39 main:581] : INFO : Epoch 1824 | loss: 0.030961 | val_loss: 0.0312997 | Time: 2039.31 ms [2021-05-03 05:46:41 main:581] : INFO : Epoch 1825 | loss: 0.0309572 | val_loss: 0.0313071 | Time: 2031.74 ms [2021-05-03 05:46:43 main:581] : INFO : Epoch 1826 | loss: 0.0309591 | val_loss: 0.0313375 | Time: 2031.14 ms [2021-05-03 05:46:45 main:581] : INFO : Epoch 1827 | loss: 0.0309524 | val_loss: 0.0313182 | Time: 2025.23 ms [2021-05-03 05:46:47 main:581] : INFO : Epoch 1828 | loss: 0.0309507 | val_loss: 0.031301 | Time: 1968.69 ms [2021-05-03 05:46:49 main:581] : INFO : Epoch 1829 | loss: 0.0309491 | val_loss: 0.03133 | Time: 1975.92 ms [2021-05-03 05:46:51 main:581] : INFO : Epoch 1830 | loss: 0.0309485 | val_loss: 0.0313279 | Time: 1970.35 ms [2021-05-03 05:46:53 main:581] : INFO : Epoch 1831 | loss: 0.0309623 | val_loss: 0.0312916 | Time: 2020.48 ms [2021-05-03 05:46:55 main:581] : INFO : Epoch 1832 | loss: 0.0309578 | val_loss: 0.0312886 | Time: 2018.09 ms [2021-05-03 05:46:57 main:581] : INFO : Epoch 1833 | loss: 0.0309525 | val_loss: 0.0312991 | Time: 1980.35 ms [2021-05-03 05:46:59 main:581] : INFO : Epoch 1834 | loss: 0.0309627 | val_loss: 0.0313024 | Time: 1974.81 ms [2021-05-03 05:47:01 main:581] : INFO : Epoch 1835 | loss: 0.0309558 | val_loss: 0.0313361 | Time: 1985.94 ms [2021-05-03 05:47:03 main:581] : INFO : Epoch 1836 | loss: 0.0309624 | val_loss: 0.0313194 | Time: 1989.25 ms [2021-05-03 05:47:05 main:581] : INFO : Epoch 1837 | loss: 0.0309661 | val_loss: 0.0312686 | Time: 2021.03 ms [2021-05-03 05:47:07 main:581] : INFO : Epoch 1838 | loss: 0.0309689 | val_loss: 0.0312853 | Time: 2045.2 ms [2021-05-03 05:47:09 main:581] : INFO : Epoch 1839 | loss: 0.0309549 | val_loss: 0.0312954 | Time: 2029.96 ms [2021-05-03 05:47:11 main:581] : INFO : Epoch 1840 | loss: 0.0309579 | val_loss: 0.0313074 | Time: 2006.15 ms [2021-05-03 05:47:13 main:581] : INFO : Epoch 1841 | loss: 0.0309552 | val_loss: 0.0313107 | Time: 1982.16 ms [2021-05-03 05:47:15 main:581] : INFO : Epoch 1842 | loss: 0.0309545 | val_loss: 0.0312976 | Time: 1965.78 ms [2021-05-03 05:47:17 main:581] : INFO : Epoch 1843 | loss: 0.0309525 | val_loss: 0.031314 | Time: 1963.01 ms [2021-05-03 05:47:19 main:581] : INFO : Epoch 1844 | loss: 0.0309536 | val_loss: 0.0312906 | Time: 1934.09 ms [2021-05-03 05:47:21 main:581] : INFO : Epoch 1845 | loss: 0.0309495 | val_loss: 0.0312982 | Time: 1979.71 ms [2021-05-03 05:47:23 main:581] : INFO : Epoch 1846 | loss: 0.030947 | val_loss: 0.0313093 | Time: 1990.67 ms [2021-05-03 05:47:25 main:581] : INFO : Epoch 1847 | loss: 0.0309448 | val_loss: 0.0313495 | Time: 1990.44 ms [2021-05-03 05:47:27 main:581] : INFO : Epoch 1848 | loss: 0.0309569 | val_loss: 0.0313049 | Time: 2014.31 ms [2021-05-03 05:47:29 main:581] : INFO : Epoch 1849 | loss: 0.0309583 | val_loss: 0.0312819 | Time: 1974.76 ms [2021-05-03 05:47:31 main:581] : INFO : Epoch 1850 | loss: 0.0309497 | val_loss: 0.0312979 | Time: 1977.61 ms [2021-05-03 05:47:33 main:581] : INFO : Epoch 1851 | loss: 0.030955 | val_loss: 0.0312998 | Time: 2019.67 ms [2021-05-03 05:47:35 main:581] : INFO : Epoch 1852 | loss: 0.0309574 | val_loss: 0.0312945 | Time: 2021.01 ms [2021-05-03 05:47:37 main:581] : INFO : Epoch 1853 | loss: 0.0309604 | val_loss: 0.0313293 | Time: 1990.65 ms [2021-05-03 05:47:39 main:581] : INFO : Epoch 1854 | loss: 0.0309617 | val_loss: 0.0313069 | Time: 2015.89 ms [2021-05-03 05:47:41 main:581] : INFO : Epoch 1855 | loss: 0.0309576 | val_loss: 0.0313004 | Time: 1975.43 ms [2021-05-03 05:47:43 main:581] : INFO : Epoch 1856 | loss: 0.0309565 | val_loss: 0.0312861 | Time: 2031.58 ms [2021-05-03 05:47:45 main:581] : INFO : Epoch 1857 | loss: 0.0309536 | val_loss: 0.031327 | Time: 2001.78 ms [2021-05-03 05:47:47 main:581] : INFO : Epoch 1858 | loss: 0.0309552 | val_loss: 0.0312906 | Time: 2008.32 ms [2021-05-03 05:47:49 main:581] : INFO : Epoch 1859 | loss: 0.0309478 | val_loss: 0.0313267 | Time: 2001.34 ms [2021-05-03 05:47:51 main:581] : INFO : Epoch 1860 | loss: 0.0309476 | val_loss: 0.0312967 | Time: 2005.93 ms [2021-05-03 05:47:53 main:581] : INFO : Epoch 1861 | loss: 0.0309505 | val_loss: 0.0313142 | Time: 1956.27 ms [2021-05-03 05:47:55 main:581] : INFO : Epoch 1862 | loss: 0.0309635 | val_loss: 0.0312792 | Time: 1968.71 ms [2021-05-03 05:47:57 main:581] : INFO : Epoch 1863 | loss: 0.0309673 | val_loss: 0.0312882 | Time: 2016.54 ms [2021-05-03 05:47:59 main:581] : INFO : Epoch 1864 | loss: 0.030956 | val_loss: 0.0313321 | Time: 1987.06 ms [2021-05-03 05:48:01 main:581] : INFO : Epoch 1865 | loss: 0.0309587 | val_loss: 0.0313045 | Time: 1970.72 ms [2021-05-03 05:48:03 main:581] : INFO : Epoch 1866 | loss: 0.0309574 | val_loss: 0.0312829 | Time: 1991.82 ms [2021-05-03 05:48:05 main:581] : INFO : Epoch 1867 | loss: 0.0309793 | val_loss: 0.0312879 | Time: 1985.78 ms [2021-05-03 05:48:07 main:581] : INFO : Epoch 1868 | loss: 0.0309669 | val_loss: 0.0312954 | Time: 1954.68 ms [2021-05-03 05:48:09 main:581] : INFO : Epoch 1869 | loss: 0.0309684 | val_loss: 0.0312846 | Time: 2014.99 ms [2021-05-03 05:48:11 main:581] : INFO : Epoch 1870 | loss: 0.0309608 | val_loss: 0.0313151 | Time: 1946.13 ms [2021-05-03 05:48:13 main:581] : INFO : Epoch 1871 | loss: 0.0309731 | val_loss: 0.0313274 | Time: 1959.92 ms [2021-05-03 05:48:15 main:581] : INFO : Epoch 1872 | loss: 0.0309692 | val_loss: 0.0312901 | Time: 1978.68 ms [2021-05-03 05:48:17 main:581] : INFO : Epoch 1873 | loss: 0.0309697 | val_loss: 0.0313035 | Time: 1978.25 ms [2021-05-03 05:48:19 main:581] : INFO : Epoch 1874 | loss: 0.0309587 | val_loss: 0.0312966 | Time: 2010.27 ms [2021-05-03 05:48:21 main:581] : INFO : Epoch 1875 | loss: 0.0309552 | val_loss: 0.0312937 | Time: 2000.1 ms [2021-05-03 05:48:23 main:581] : INFO : Epoch 1876 | loss: 0.0309591 | val_loss: 0.0312825 | Time: 1993.29 ms [2021-05-03 05:48:25 main:581] : INFO : Epoch 1877 | loss: 0.0309732 | val_loss: 0.0312821 | Time: 1896.76 ms [2021-05-03 05:48:27 main:581] : INFO : Epoch 1878 | loss: 0.030957 | val_loss: 0.0313052 | Time: 2000.54 ms [2021-05-03 05:48:29 main:581] : INFO : Epoch 1879 | loss: 0.0309552 | val_loss: 0.0312865 | Time: 2012.99 ms [2021-05-03 05:48:31 main:581] : INFO : Epoch 1880 | loss: 0.0309617 | val_loss: 0.0312948 | Time: 2000.03 ms [2021-05-03 05:48:33 main:581] : INFO : Epoch 1881 | loss: 0.0309586 | val_loss: 0.0313034 | Time: 2005.86 ms [2021-05-03 05:48:35 main:581] : INFO : Epoch 1882 | loss: 0.030955 | val_loss: 0.0312818 | Time: 1934.97 ms [2021-05-03 05:48:37 main:581] : INFO : Epoch 1883 | loss: 0.030957 | val_loss: 0.0313203 | Time: 1979.16 ms [2021-05-03 05:48:38 main:581] : INFO : Epoch 1884 | loss: 0.0309579 | val_loss: 0.031314 | Time: 1919.66 ms [2021-05-03 05:48:40 main:581] : INFO : Epoch 1885 | loss: 0.0309545 | val_loss: 0.0313072 | Time: 1950.13 ms [2021-05-03 05:48:42 main:581] : INFO : Epoch 1886 | loss: 0.030952 | val_loss: 0.0313183 | Time: 1967.49 ms [2021-05-03 05:48:44 main:581] : INFO : Epoch 1887 | loss: 0.0309546 | val_loss: 0.0313155 | Time: 2012.26 ms [2021-05-03 05:48:46 main:581] : INFO : Epoch 1888 | loss: 0.0309577 | val_loss: 0.0312799 | Time: 2011.09 ms [2021-05-03 05:48:48 main:581] : INFO : Epoch 1889 | loss: 0.0309727 | val_loss: 0.0313152 | Time: 1849.61 ms [2021-05-03 05:48:50 main:581] : INFO : Epoch 1890 | loss: 0.0309728 | val_loss: 0.0313023 | Time: 1946.73 ms [2021-05-03 05:48:52 main:581] : INFO : Epoch 1891 | loss: 0.0309601 | val_loss: 0.031313 | Time: 1950.2 ms [2021-05-03 05:48:54 main:581] : INFO : Epoch 1892 | loss: 0.0309505 | val_loss: 0.0313004 | Time: 1975.78 ms [2021-05-03 05:48:56 main:581] : INFO : Epoch 1893 | loss: 0.0309533 | val_loss: 0.0312803 | Time: 1959.55 ms [2021-05-03 05:48:58 main:581] : INFO : Epoch 1894 | loss: 0.0309594 | val_loss: 0.0312999 | Time: 2008.37 ms [2021-05-03 05:49:00 main:581] : INFO : Epoch 1895 | loss: 0.0309501 | val_loss: 0.0313128 | Time: 2020.32 ms [2021-05-03 05:49:02 main:581] : INFO : Epoch 1896 | loss: 0.030945 | val_loss: 0.0313107 | Time: 2032.12 ms [2021-05-03 05:49:04 main:581] : INFO : Epoch 1897 | loss: 0.0309508 | val_loss: 0.0313177 | Time: 1981.09 ms [2021-05-03 05:49:06 main:581] : INFO : Epoch 1898 | loss: 0.030958 | val_loss: 0.0313016 | Time: 2002.56 ms [2021-05-03 05:49:08 main:581] : INFO : Epoch 1899 | loss: 0.0309508 | val_loss: 0.0313366 | Time: 1974.75 ms [2021-05-03 05:49:10 main:581] : INFO : Epoch 1900 | loss: 0.0309485 | val_loss: 0.0312896 | Time: 1944.84 ms [2021-05-03 05:49:12 main:581] : INFO : Epoch 1901 | loss: 0.0309503 | val_loss: 0.0313165 | Time: 1998.95 ms [2021-05-03 05:49:14 main:581] : INFO : Epoch 1902 | loss: 0.0309571 | val_loss: 0.0312763 | Time: 1991.93 ms [2021-05-03 05:49:16 main:581] : INFO : Epoch 1903 | loss: 0.0309718 | val_loss: 0.0312904 | Time: 1893.76 ms [2021-05-03 05:49:18 main:581] : INFO : Epoch 1904 | loss: 0.030957 | val_loss: 0.0312869 | Time: 1975.65 ms [2021-05-03 05:49:20 main:581] : INFO : Epoch 1905 | loss: 0.0309604 | val_loss: 0.0312806 | Time: 2009.91 ms [2021-05-03 05:49:22 main:581] : INFO : Epoch 1906 | loss: 0.0309617 | val_loss: 0.0313083 | Time: 1926.11 ms [2021-05-03 05:49:24 main:581] : INFO : Epoch 1907 | loss: 0.0309578 | val_loss: 0.0312891 | Time: 1933.17 ms [2021-05-03 05:49:26 main:581] : INFO : Epoch 1908 | loss: 0.0309916 | val_loss: 0.0312715 | Time: 1996.88 ms [2021-05-03 05:49:28 main:581] : INFO : Epoch 1909 | loss: 0.0309637 | val_loss: 0.0312927 | Time: 1991.45 ms [2021-05-03 05:49:30 main:581] : INFO : Epoch 1910 | loss: 0.0309627 | val_loss: 0.0312978 | Time: 2006.11 ms [2021-05-03 05:49:32 main:581] : INFO : Epoch 1911 | loss: 0.0309559 | val_loss: 0.0313297 | Time: 2000.71 ms [2021-05-03 05:49:34 main:581] : INFO : Epoch 1912 | loss: 0.0309639 | val_loss: 0.0312908 | Time: 2009.15 ms [2021-05-03 05:49:36 main:581] : INFO : Epoch 1913 | loss: 0.0309598 | val_loss: 0.0313043 | Time: 2007.14 ms [2021-05-03 05:49:38 main:581] : INFO : Epoch 1914 | loss: 0.0309488 | val_loss: 0.0313293 | Time: 1951.65 ms [2021-05-03 05:49:40 main:581] : INFO : Epoch 1915 | loss: 0.0309436 | val_loss: 0.0313148 | Time: 1996.38 ms [2021-05-03 05:49:42 main:581] : INFO : Epoch 1916 | loss: 0.0309621 | val_loss: 0.031271 | Time: 2012.01 ms [2021-05-03 05:49:44 main:581] : INFO : Epoch 1917 | loss: 0.0309686 | val_loss: 0.031271 | Time: 1995.62 ms [2021-05-03 05:49:46 main:581] : INFO : Epoch 1918 | loss: 0.0309646 | val_loss: 0.0312598 | Time: 1947.76 ms [2021-05-03 05:49:48 main:581] : INFO : Epoch 1919 | loss: 0.0309651 | val_loss: 0.0312957 | Time: 1950.84 ms [2021-05-03 05:49:50 main:581] : INFO : Epoch 1920 | loss: 0.0309498 | val_loss: 0.0312963 | Time: 1989.61 ms [2021-05-03 05:49:52 main:581] : INFO : Epoch 1921 | loss: 0.0309504 | val_loss: 0.0313052 | Time: 2005.08 ms [2021-05-03 05:49:54 main:581] : INFO : Epoch 1922 | loss: 0.0309618 | val_loss: 0.0313028 | Time: 2000.93 ms [2021-05-03 05:49:56 main:581] : INFO : Epoch 1923 | loss: 0.0309639 | val_loss: 0.0312746 | Time: 2009.71 ms [2021-05-03 05:49:58 main:581] : INFO : Epoch 1924 | loss: 0.0309702 | val_loss: 0.0312948 | Time: 2015.61 ms [2021-05-03 05:50:00 main:581] : INFO : Epoch 1925 | loss: 0.0309633 | val_loss: 0.0313317 | Time: 1990.81 ms [2021-05-03 05:50:02 main:581] : INFO : Epoch 1926 | loss: 0.0309577 | val_loss: 0.0313166 | Time: 1985.23 ms [2021-05-03 05:50:04 main:581] : INFO : Epoch 1927 | loss: 0.0309538 | val_loss: 0.0313157 | Time: 2032.54 ms [2021-05-03 05:50:06 main:581] : INFO : Epoch 1928 | loss: 0.0309528 | val_loss: 0.0313138 | Time: 2000.57 ms [2021-05-03 05:50:08 main:581] : INFO : Epoch 1929 | loss: 0.0309633 | val_loss: 0.0312755 | Time: 2005.74 ms [2021-05-03 05:50:10 main:581] : INFO : Epoch 1930 | loss: 0.0309623 | val_loss: 0.0313017 | Time: 2006.13 ms [2021-05-03 05:50:12 main:581] : INFO : Epoch 1931 | loss: 0.0309634 | val_loss: 0.0313182 | Time: 2031.4 ms [2021-05-03 05:50:14 main:581] : INFO : Epoch 1932 | loss: 0.0309594 | val_loss: 0.0312884 | Time: 1978.94 ms [2021-05-03 05:50:16 main:581] : INFO : Epoch 1933 | loss: 0.0309518 | val_loss: 0.0313168 | Time: 2002.2 ms [2021-05-03 05:50:18 main:581] : INFO : Epoch 1934 | loss: 0.030958 | val_loss: 0.0312783 | Time: 1995.52 ms [2021-05-03 05:50:20 main:581] : INFO : Epoch 1935 | loss: 0.0309611 | val_loss: 0.0312607 | Time: 1995.6 ms [2021-05-03 05:50:22 main:581] : INFO : Epoch 1936 | loss: 0.0309654 | val_loss: 0.0312942 | Time: 2026.02 ms [2021-05-03 05:50:24 main:581] : INFO : Epoch 1937 | loss: 0.0309615 | val_loss: 0.0313264 | Time: 1997.84 ms [2021-05-03 05:50:26 main:581] : INFO : Epoch 1938 | loss: 0.0309504 | val_loss: 0.0313035 | Time: 1980.74 ms [2021-05-03 05:50:28 main:581] : INFO : Epoch 1939 | loss: 0.03095 | val_loss: 0.0312579 | Time: 1986.04 ms [2021-05-03 05:50:30 main:581] : INFO : Epoch 1940 | loss: 0.0309524 | val_loss: 0.0313442 | Time: 2027.03 ms [2021-05-03 05:50:32 main:581] : INFO : Epoch 1941 | loss: 0.0309549 | val_loss: 0.0313049 | Time: 2053.61 ms [2021-05-03 05:50:34 main:581] : INFO : Epoch 1942 | loss: 0.0309643 | val_loss: 0.0313085 | Time: 2049.14 ms [2021-05-03 05:50:36 main:581] : INFO : Epoch 1943 | loss: 0.0309629 | val_loss: 0.0313094 | Time: 1973.24 ms [2021-05-03 05:50:38 main:581] : INFO : Epoch 1944 | loss: 0.030969 | val_loss: 0.0313056 | Time: 1984.71 ms [2021-05-03 05:50:40 main:581] : INFO : Epoch 1945 | loss: 0.0309637 | val_loss: 0.0313111 | Time: 1984.29 ms [2021-05-03 05:50:42 main:581] : INFO : Epoch 1946 | loss: 0.0309618 | val_loss: 0.0313005 | Time: 1979.5 ms [2021-05-03 05:50:44 main:581] : INFO : Epoch 1947 | loss: 0.0309596 | val_loss: 0.0312891 | Time: 1979.66 ms [2021-05-03 05:50:46 main:581] : INFO : Epoch 1948 | loss: 0.0309757 | val_loss: 0.0313214 | Time: 1996.44 ms [2021-05-03 05:50:48 main:581] : INFO : Epoch 1949 | loss: 0.0309591 | val_loss: 0.0313109 | Time: 2012.5 ms [2021-05-03 05:50:50 main:581] : INFO : Epoch 1950 | loss: 0.0309548 | val_loss: 0.0313084 | Time: 1952.14 ms [2021-05-03 05:50:52 main:581] : INFO : Epoch 1951 | loss: 0.0309656 | val_loss: 0.0312631 | Time: 1992.73 ms [2021-05-03 05:50:54 main:581] : INFO : Epoch 1952 | loss: 0.0309629 | val_loss: 0.0312989 | Time: 1894.81 ms [2021-05-03 05:50:55 main:581] : INFO : Epoch 1953 | loss: 0.0309511 | val_loss: 0.0313267 | Time: 1903.41 ms [2021-05-03 05:50:57 main:581] : INFO : Epoch 1954 | loss: 0.0309446 | val_loss: 0.0313173 | Time: 1930.96 ms [2021-05-03 05:50:59 main:581] : INFO : Epoch 1955 | loss: 0.0309454 | val_loss: 0.0312984 | Time: 1932.23 ms [2021-05-03 05:51:01 main:581] : INFO : Epoch 1956 | loss: 0.030958 | val_loss: 0.0313018 | Time: 1902.81 ms [2021-05-03 05:51:03 main:581] : INFO : Epoch 1957 | loss: 0.0309551 | val_loss: 0.0312858 | Time: 1965.42 ms [2021-05-03 05:51:05 main:581] : INFO : Epoch 1958 | loss: 0.030959 | val_loss: 0.0312921 | Time: 2031.01 ms [2021-05-03 05:51:07 main:581] : INFO : Epoch 1959 | loss: 0.0309581 | val_loss: 0.0313017 | Time: 1994.29 ms [2021-05-03 05:51:09 main:581] : INFO : Epoch 1960 | loss: 0.0309596 | val_loss: 0.0313167 | Time: 2011.97 ms [2021-05-03 05:51:11 main:581] : INFO : Epoch 1961 | loss: 0.0309721 | val_loss: 0.0312744 | Time: 1894.95 ms [2021-05-03 05:51:13 main:581] : INFO : Epoch 1962 | loss: 0.0309821 | val_loss: 0.0313055 | Time: 1987.04 ms [2021-05-03 05:51:15 main:581] : INFO : Epoch 1963 | loss: 0.0309754 | val_loss: 0.0313001 | Time: 2018.06 ms [2021-05-03 05:51:17 main:581] : INFO : Epoch 1964 | loss: 0.030963 | val_loss: 0.031301 | Time: 1931.16 ms [2021-05-03 05:51:19 main:581] : INFO : Epoch 1965 | loss: 0.0309526 | val_loss: 0.0312976 | Time: 2007.05 ms [2021-05-03 05:51:21 main:581] : INFO : Epoch 1966 | loss: 0.0309445 | val_loss: 0.0313144 | Time: 1869.94 ms [2021-05-03 05:51:23 main:581] : INFO : Epoch 1967 | loss: 0.0309519 | val_loss: 0.0313207 | Time: 1984.97 ms [2021-05-03 05:51:25 main:581] : INFO : Epoch 1968 | loss: 0.0309575 | val_loss: 0.0312727 | Time: 1922.25 ms [2021-05-03 05:51:27 main:581] : INFO : Epoch 1969 | loss: 0.0309608 | val_loss: 0.0312958 | Time: 1978.29 ms [2021-05-03 05:51:29 main:581] : INFO : Epoch 1970 | loss: 0.0309575 | val_loss: 0.0313238 | Time: 1911.1 ms [2021-05-03 05:51:31 main:581] : INFO : Epoch 1971 | loss: 0.0309623 | val_loss: 0.0312929 | Time: 2030.23 ms [2021-05-03 05:51:33 main:581] : INFO : Epoch 1972 | loss: 0.0309643 | val_loss: 0.0312951 | Time: 2024.86 ms [2021-05-03 05:51:35 main:581] : INFO : Epoch 1973 | loss: 0.0309656 | val_loss: 0.0313187 | Time: 2004.17 ms [2021-05-03 05:51:37 main:581] : INFO : Epoch 1974 | loss: 0.0309789 | val_loss: 0.0312806 | Time: 2003.53 ms [2021-05-03 05:51:39 main:581] : INFO : Epoch 1975 | loss: 0.0309743 | val_loss: 0.0312969 | Time: 1988.04 ms [2021-05-03 05:51:41 main:581] : INFO : Epoch 1976 | loss: 0.0309553 | val_loss: 0.0312972 | Time: 2000.69 ms [2021-05-03 05:51:43 main:581] : INFO : Epoch 1977 | loss: 0.0309491 | val_loss: 0.0312964 | Time: 2046.64 ms [2021-05-03 05:51:45 main:581] : INFO : Epoch 1978 | loss: 0.0309455 | val_loss: 0.0313393 | Time: 2030.4 ms [2021-05-03 05:51:47 main:581] : INFO : Epoch 1979 | loss: 0.030951 | val_loss: 0.0313016 | Time: 2061.57 ms [2021-05-03 05:51:49 main:581] : INFO : Epoch 1980 | loss: 0.0309491 | val_loss: 0.031312 | Time: 1999.37 ms [2021-05-03 05:51:51 main:581] : INFO : Epoch 1981 | loss: 0.030953 | val_loss: 0.0313106 | Time: 1955.49 ms [2021-05-03 05:51:53 main:581] : INFO : Epoch 1982 | loss: 0.0309581 | val_loss: 0.0312855 | Time: 2040.72 ms [2021-05-03 05:51:55 main:581] : INFO : Epoch 1983 | loss: 0.0309583 | val_loss: 0.031271 | Time: 2002.72 ms [2021-05-03 05:51:57 main:581] : INFO : Epoch 1984 | loss: 0.0309565 | val_loss: 0.0312924 | Time: 2047.53 ms [2021-05-03 05:51:59 main:581] : INFO : Epoch 1985 | loss: 0.0309534 | val_loss: 0.0313081 | Time: 1940.67 ms [2021-05-03 05:52:01 main:581] : INFO : Epoch 1986 | loss: 0.0309506 | val_loss: 0.0313071 | Time: 1936.91 ms [2021-05-03 05:52:03 main:581] : INFO : Epoch 1987 | loss: 0.0309481 | val_loss: 0.0313011 | Time: 1993.14 ms [2021-05-03 05:52:05 main:581] : INFO : Epoch 1988 | loss: 0.0309646 | val_loss: 0.0312916 | Time: 2018.72 ms [2021-05-03 05:52:07 main:581] : INFO : Epoch 1989 | loss: 0.0309693 | val_loss: 0.0313247 | Time: 1964.28 ms [2021-05-03 05:52:09 main:581] : INFO : Epoch 1990 | loss: 0.0309708 | val_loss: 0.0313037 | Time: 2033.12 ms [2021-05-03 05:52:11 main:581] : INFO : Epoch 1991 | loss: 0.0309706 | val_loss: 0.0312877 | Time: 1963.34 ms [2021-05-03 05:52:13 main:581] : INFO : Epoch 1992 | loss: 0.0309556 | val_loss: 0.0312942 | Time: 2000.94 ms [2021-05-03 05:52:15 main:581] : INFO : Epoch 1993 | loss: 0.0309645 | val_loss: 0.0313144 | Time: 1977.55 ms [2021-05-03 05:52:17 main:581] : INFO : Epoch 1994 | loss: 0.0309617 | val_loss: 0.0313094 | Time: 2009.75 ms [2021-05-03 05:52:19 main:581] : INFO : Epoch 1995 | loss: 0.0309583 | val_loss: 0.0313083 | Time: 2001.61 ms [2021-05-03 05:52:21 main:581] : INFO : Epoch 1996 | loss: 0.0309546 | val_loss: 0.0312914 | Time: 1933.6 ms [2021-05-03 05:52:23 main:581] : INFO : Epoch 1997 | loss: 0.0309505 | val_loss: 0.031301 | Time: 1986.22 ms [2021-05-03 05:52:25 main:581] : INFO : Epoch 1998 | loss: 0.0309517 | val_loss: 0.0312986 | Time: 2002.56 ms [2021-05-03 05:52:27 main:581] : INFO : Epoch 1999 | loss: 0.0309431 | val_loss: 0.0313052 | Time: 1965.23 ms [2021-05-03 05:52:29 main:581] : INFO : Epoch 2000 | loss: 0.0309439 | val_loss: 0.0313303 | Time: 2000.67 ms [2021-05-03 05:52:31 main:581] : INFO : Epoch 2001 | loss: 0.0309458 | val_loss: 0.0313031 | Time: 1998.9 ms [2021-05-03 05:52:33 main:581] : INFO : Epoch 2002 | loss: 0.0309679 | val_loss: 0.0313371 | Time: 2000.82 ms [2021-05-03 05:52:35 main:581] : INFO : Epoch 2003 | loss: 0.0309738 | val_loss: 0.0313113 | Time: 2028.78 ms [2021-05-03 05:52:37 main:581] : INFO : Epoch 2004 | loss: 0.0309573 | val_loss: 0.0313055 | Time: 1996.75 ms [2021-05-03 05:52:39 main:581] : INFO : Epoch 2005 | loss: 0.030953 | val_loss: 0.0313003 | Time: 1983.25 ms [2021-05-03 05:52:41 main:581] : INFO : Epoch 2006 | loss: 0.030956 | val_loss: 0.0313126 | Time: 2098.46 ms [2021-05-03 05:52:43 main:581] : INFO : Epoch 2007 | loss: 0.0309678 | val_loss: 0.031304 | Time: 1934.31 ms [2021-05-03 05:52:45 main:581] : INFO : Epoch 2008 | loss: 0.0309533 | val_loss: 0.0313158 | Time: 1977.82 ms [2021-05-03 05:52:47 main:581] : INFO : Epoch 2009 | loss: 0.030965 | val_loss: 0.0313115 | Time: 2000.76 ms [2021-05-03 05:52:49 main:581] : INFO : Epoch 2010 | loss: 0.030977 | val_loss: 0.0312897 | Time: 1982.96 ms [2021-05-03 05:52:51 main:581] : INFO : Epoch 2011 | loss: 0.030955 | val_loss: 0.0312777 | Time: 2009.73 ms [2021-05-03 05:52:53 main:581] : INFO : Epoch 2012 | loss: 0.0309539 | val_loss: 0.0313128 | Time: 2007.47 ms [2021-05-03 05:52:55 main:581] : INFO : Epoch 2013 | loss: 0.0309551 | val_loss: 0.0313199 | Time: 2029.3 ms [2021-05-03 05:52:57 main:581] : INFO : Epoch 2014 | loss: 0.0309576 | val_loss: 0.0313147 | Time: 2031.69 ms [2021-05-03 05:52:59 main:581] : INFO : Epoch 2015 | loss: 0.0309584 | val_loss: 0.0313081 | Time: 1962.04 ms [2021-05-03 05:53:01 main:581] : INFO : Epoch 2016 | loss: 0.0309512 | val_loss: 0.0313293 | Time: 1911.16 ms [2021-05-03 05:53:03 main:581] : INFO : Epoch 2017 | loss: 0.0309446 | val_loss: 0.0313388 | Time: 1988.5 ms [2021-05-03 05:53:05 main:581] : INFO : Epoch 2018 | loss: 0.0309486 | val_loss: 0.0312827 | Time: 2022.99 ms [2021-05-03 05:53:07 main:581] : INFO : Epoch 2019 | loss: 0.03096 | val_loss: 0.0312842 | Time: 1937.73 ms [2021-05-03 05:53:09 main:581] : INFO : Epoch 2020 | loss: 0.0309611 | val_loss: 0.0313141 | Time: 2006.2 ms [2021-05-03 05:53:11 main:581] : INFO : Epoch 2021 | loss: 0.0309629 | val_loss: 0.0313054 | Time: 1993.7 ms [2021-05-03 05:53:13 main:581] : INFO : Epoch 2022 | loss: 0.030959 | val_loss: 0.0313102 | Time: 2008.33 ms [2021-05-03 05:53:15 main:581] : INFO : Epoch 2023 | loss: 0.0309611 | val_loss: 0.0313074 | Time: 1983.2 ms [2021-05-03 05:53:17 main:581] : INFO : Epoch 2024 | loss: 0.0309724 | val_loss: 0.0312645 | Time: 1999.43 ms [2021-05-03 05:53:19 main:581] : INFO : Epoch 2025 | loss: 0.0309641 | val_loss: 0.0312945 | Time: 2010.53 ms [2021-05-03 05:53:21 main:581] : INFO : Epoch 2026 | loss: 0.0309589 | val_loss: 0.0313031 | Time: 2023.16 ms [2021-05-03 05:53:23 main:581] : INFO : Epoch 2027 | loss: 0.0309486 | val_loss: 0.0313198 | Time: 1989.24 ms [2021-05-03 05:53:25 main:581] : INFO : Epoch 2028 | loss: 0.0309487 | val_loss: 0.0312974 | Time: 2018.66 ms [2021-05-03 05:53:27 main:581] : INFO : Epoch 2029 | loss: 0.0309474 | val_loss: 0.0313283 | Time: 2017.11 ms [2021-05-03 05:53:29 main:581] : INFO : Epoch 2030 | loss: 0.0309408 | val_loss: 0.0312963 | Time: 2017.98 ms [2021-05-03 05:53:31 main:581] : INFO : Epoch 2031 | loss: 0.0309465 | val_loss: 0.0313091 | Time: 1993.69 ms [2021-05-03 05:53:33 main:581] : INFO : Epoch 2032 | loss: 0.0309575 | val_loss: 0.0312775 | Time: 2010.79 ms [2021-05-03 05:53:35 main:581] : INFO : Epoch 2033 | loss: 0.03096 | val_loss: 0.0312988 | Time: 2009.56 ms [2021-05-03 05:53:37 main:581] : INFO : Epoch 2034 | loss: 0.0309499 | val_loss: 0.0313357 | Time: 2017.45 ms [2021-05-03 05:53:39 main:581] : INFO : Epoch 2035 | loss: 0.0309452 | val_loss: 0.0313102 | Time: 1983.3 ms [2021-05-03 05:53:41 main:581] : INFO : Epoch 2036 | loss: 0.0309584 | val_loss: 0.0313216 | Time: 1991.71 ms [2021-05-03 05:53:43 main:581] : INFO : Epoch 2037 | loss: 0.030963 | val_loss: 0.0313161 | Time: 1991.65 ms [2021-05-03 05:53:45 main:581] : INFO : Epoch 2038 | loss: 0.0309575 | val_loss: 0.0313216 | Time: 1991.67 ms [2021-05-03 05:53:47 main:581] : INFO : Epoch 2039 | loss: 0.0309592 | val_loss: 0.0312949 | Time: 2012.54 ms [2021-05-03 05:53:49 main:581] : INFO : Epoch 2040 | loss: 0.0309606 | val_loss: 0.0312949 | Time: 2010.69 ms [2021-05-03 05:53:51 main:581] : INFO : Epoch 2041 | loss: 0.0309579 | val_loss: 0.0313153 | Time: 1994.92 ms [2021-05-03 05:53:53 main:581] : INFO : Epoch 2042 | loss: 0.0309526 | val_loss: 0.0312775 | Time: 2011.62 ms [2021-05-03 05:53:55 main:581] : INFO : Epoch 2043 | loss: 0.0309637 | val_loss: 0.0313075 | Time: 1962.03 ms [2021-05-03 05:53:57 main:581] : INFO : Epoch 2044 | loss: 0.0309694 | val_loss: 0.031313 | Time: 1980.61 ms [2021-05-03 05:53:59 main:581] : INFO : Epoch 2045 | loss: 0.0309552 | val_loss: 0.0313259 | Time: 2002.37 ms [2021-05-03 05:54:01 main:581] : INFO : Epoch 2046 | loss: 0.0309591 | val_loss: 0.0313049 | Time: 1991.11 ms [2021-05-03 05:54:03 main:581] : INFO : Epoch 2047 | loss: 0.0309566 | val_loss: 0.0312859 | Time: 1987.81 ms [2021-05-03 05:54:05 main:581] : INFO : Epoch 2048 | loss: 0.0309556 | val_loss: 0.0312955 | Time: 1982.97 ms [2021-05-03 05:54:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312955 [2021-05-03 05:54:05 main:610] : INFO : Saving end state to config to file [2021-05-03 05:54:05 main:615] : INFO : Success, exiting.. 05:54:05 (2472147): 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)